{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Model Zoo\n", "\n", "In this notebook you will see every kind of model in AstroPhot. Printed in each cell will also be the list of parameters which the model looks for while fitting. Many models have unique capabilities and features, this will be introduced here, though fully taking advantage of them will be dependent on your science case.\n", "\n", "For a family tree of all the AstroPhot models see [this link](https://github.com/Autostronomy/AstroPhot/blob/main/media/AstroPhotModelOrgchart.png) \n", "\n", "Note, we will not be covering `Group_Model` here as that requires a dedicated discussion. See the dedicated notebook for that." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "\n", "import astrophot as ap\n", "import numpy as np\n", "import torch\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "basic_target = ap.image.Target_Image(data=np.zeros((100,100)), pixelscale = 1, zeropoint = 20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sky Models" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Flat Sky Model" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('F',)\n", "('log10(flux/arcsec^2)',)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"flat sky model\", \n", " parameters = {\"center\":[50,50], \"F\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(figsize = (7,6))\n", "ap.plots.model_image(fig, ax, M)\n", "ax.set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plane Sky Model" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('F', 'delta')\n", "('flux/arcsec^2', 'flux/arcsec')\n" ] }, { "data": { "image/png": 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v2rdvj65du+Lnn3922a9v374usadNm2bqsZkNq3QJIYQQUuix2WxYvXo1unXrluM+3bp1w99//63bVaBcuXJ499130adPHwCOGb577rlHaOReUKGGD473aJ4/fx7BwcGmvp+TEEIIyQs0TcPff/+NSpUqKb/POjdcv34dGRkZlsTWNM3j32J/f3/4+/vnKm5SUhK+/fZbLF26VLlNZmYmVq1ahfT0dLRo0cJl2/Lly/Gf//wH4eHh6NKlC8aMGYNSpUrlqo9WwgEfgPPnz6Ny5cr53Q1CCCEkV5w9exZ33HGHpTmuX7+OapHVkJSYZEn8oKAgj1dHjhs3DuPHj89V3KVLlyI4OBg9evSQ7nv48GG0aNEC169fR1BQEFavXo26des6tz/zzDOoWrUqKlWqhEOHDmHkyJFISEjAl19+mas+WgkHfIDzlVJnz55FSEhIPveGEEII0UdqaioqV64sfEWi2WRkZCApMQm/nDyK4BBz8/2d+jfq1qjj8e9xbmf3AGDRokWIjo5WchW46667EB8fj5SUFHzxxReIiYnB1q1bnYO+fv36OfetX78+IiIiEBUVhZMnT6JGjRq57qsVcMAHOKeOsypyCCGEkMJIXsqSSgeXRlBwkKkx7ZodgPn/Hm/fvh0JCQn47LPPlPb38/NDzZo1ATheIblnzx78+9//xrx584T7Z71u8sSJExzwEUIIIaToYNfsyPxngGZmTCtYuHAhmjRpgoYNGxpqb7fbcePGjRy3x8fHA0Cu/TethAM+QgghhBRK0tLScOLECefy6dOnER8fj3LlyqFKlSoAHI+7V61ahenTpwtjREVFoXv37hg4cCAAYPTo0ejcuTOqVKmCv//+GytWrMCWLVuwfv16AMDJkyexYsUKPPzwwyhfvjwOHTqEoUOHok2bNgX6jTgc8BFCCCFEN3bNDruWaXpMPezduxft2rVzLg8bNgwAEBMT43zH98qVK6FpGnr16iWMcfLkSVy6dMm5fPHiRTz33HO4cOECQkND0aBBA6xfvx4PPvggAMfj3o0bN2LmzJlIT09H5cqV0bNnT7z11lu6+p7X0IcPjtF/aGgoUlJSqOEjhBBS6MjLf8eycp1MPGVJ0UaN8Or899gCOMNHCCGEEN04ZvgKh4aP8NVqhBBCCCFFHs7wEUIIIUQ3mRZU6Zodj/yPfJ3h27ZtG7p06YJKlSrBZrNhzZo1Lts1TcPYsWMRERGBwMBAdOjQAcePH3fZ58qVK4iOjkZISAjKlCmDPn36eDh0E0IIIYQUZ/J1wJeeno6GDRti9uzZwu3Tpk3DrFmzMHfuXOzevRulS5dGp06dcP36dec+0dHR+Pnnn7FhwwZ888032LZtm4sDNiGEEELMx27R/4g15Osj3c6dO6Nz587CbZqmYebMmXjrrbfQtWtXAMCyZcsQFhaGNWvW4Omnn8bRo0fx3XffYc+ePWjatCkA4IMPPsDDDz+M9957D5UqVcqzYyGEEEKKE3Yt0wJbFnPjkf9RYIs2Tp8+jcTERHTo0MG5LjQ0FM2bN8fOnTsBADt37kSZMmWcgz0A6NChA3x8fLB79+4cY9+4cQOpqakuH0IIIYSQokqBLdpITEwEAISFhbmsDwsLc25LTExExYoVXbaXLFkS5cqVc+4jIjY2FhMmTPBY32fdYPiW8gPg+T5CH8H7CVX28WzjOsZ2byN6D6IsrntMlbg+gjaydzCK2njm8X58KnGF5wC5jyu+ht7/5lE5ZpU8srjia2jGMXtfzmmdy3aIvpPyuGb0rYSh62Ogbx7fL/0x3PtqWt/c9vHIgxK6Y1h3ruV98ey/ge+ksP8lvO5j7Bp6Ho+ov95iiPti4DxJ+p+a8bc0ptmwaKNwUWBn+Kxk9OjRSElJcX7Onj2b310ihBBCCLGMAjvDFx4eDgBISkpyeRlxUlIS7rnnHuc+Fy9edGl369YtXLlyxdlehL+/P/z9/c3vNCGEEFJMoPFy4aLAzvBFRkYiPDwccXFxznWpqanYvXs3WrRoAQBo0aIFkpOTsW/fPuc+mzZtgt1uR/PmzfO8z4QQQgghBZF8neFLS0vDiRMnnMunT59GfHw8ypUrhypVqmDIkCGYPHkyatWqhcjISIwZMwaVKlVCt27dAAB16tTBQw89hL59+2Lu3Lm4efMmBg4ciKefftpQha6m2aE5/7pwHQtnCl457K4101T0eG4l55luYUVaLllc95gqcTWb/HjcNSOicnm7Wxgft7jufRf1Be5xBW93du+vHe7nQPS3i2tc974Cnv1118mJ/taUHbNIa+epv3E/Zs9Mmvv5V9L0uB+z67IhXZmgjXslnY9CHs8Y8jZqx6wvrjCG2yXziKHp15mJtEgyXZax45Pncb+nRLMo5pxrz7jS8yS4y0q4ayoV5iZk191d46fUN6Vr6BZX8DvjHqeETf/94hnD7fchH2bGNAtm+DTO8FlGvg749u7di3bt2jmXhw0bBgCIiYnBkiVLMGLECKSnp6Nfv35ITk5Gq1at8N133yEgIMDZZvny5Rg4cCCioqLg4+ODnj17YtasWXl+LIQQQgghBZV8HfA98MAD0AQzZ1nYbDZMnDgREydOzHGfcuXKYcWKFVZ0jxBCCCE54KjSNdc3j1W61lFgizYIIYQQUnBh0UbhggO+bGTa7fCxO75sNgVdlkznJ9LwWaPHU/AIlGgHxXHlxyPT+ano5jzPiVyb5q6TEWkSzdD5uffVsc67zs+IVlBFj+eu83PX+AEqOiyRDlO/5k2m8xO55Vuh83M/XpW4on9Q5DpGhb5p8vPmjkyXpdQ3ATJtndBzT6LzM3KuVfqidJ7cvrfuGj9ArvNTue4yLz9h35SuoXedn1grqO88caBEZHDARwghhBDdcIavcFFgbVkIIYQQQog5cIaPEEIIIbqx//M/s2MSa+AMHyGEEEJIEYczfNmw2+2wO4s2vJsqO/aRFXZ4jqdlhR3WFWBYZQrt/XiEZroGCiXkhR2CvwpNKezQbzYtKvCRFXaoFIeoFGDICjvUhPfezZtFbdTMjb0XdrgXdeQYR2ffrDBvFq6TmDcD1hR2KPXNDfF5kxQfCH5nzCjsUOmLGYUdZpg3A9YUdngUdQDSwg73oo5b9lvSfphNJuym26iIjLiJOXCGjxBCCCGkiMMZPkIIIYToxq5lCi2YchuTWAMHfIQQQgjRDW1ZChcc8GXDrmmw/6Oxc3/WLXoFnEx/567xA+Q6P3eNn1oes/R4VphCy49HZt4MyDVvYu1j7nV+7ho/QK7zM2K8LPqJM6IVlOr8BD+mMp2fiim0Ec2bzLzZEde7zs8sPZ4VOj+xjlESQ9OvgROb9hrQWLohM0wW5TGi8zOrL9LzJLjLrND5uWv8lPqmdA31mzcTkh0O+AghhBCiG82CGT6NA1fLYNEGIYQQQkgRhzN8hBBCCNFNpqaZb8sikDURc+CALxvZffjUdHKuuOv8RG1kOj+RLkum81PLY4YezyqPQPnxyHR+Kro5Qzo/QVyZzk+sA9LvPSjT+RnRCqro8WRefoCKDkukw9SveZPp/EQVfVbo/Mzzl5PpGBX6ZoGXn1LfBJih8xOdJyt0fmZ4+QFynZ/KdbfCy++WdlMagxRvOOAjhBBCiG5YpVu4oIaPEEIIIaSIwxk+QgghhOiGM3yFCw74CCGEEKIbu+NtuqbHJNbAAV82NE1zFl4YK8BwF++Lc3hrIy4skBV2eGaSFXZYV4BhlSm09+MRmumaUNgh6oussENkNi0v7NBvNi0q8JEVdqgUh6gUYMgKO9SKHLybN4vaqJkbey/scC/qyDGOzr5ZYd4sXCcxbwasKexQ6psAWTGFqIBEVthhXhGN+YUdZpg3A/oLO2i8TGRwwEcIIYQQ3WRqdgtsWThwtQoWbRBCCCGEFHE4w0cIIYQQ3bBoo3DBAV827HbNabws0p65Y0yP513n5x5TJa67xg+Q6/xEbubyPGbp8awwhZYfjxGdn0jzJtf5iTRv7jG8mzcDcp2fEeNl0U+pEa2gVOcn+NGW6fxUTKGNaN5k5s2OuN51fmbp8azQ+Yl1jJIYmn4NnOhRmxk6PxVtncy8WRTHCvNmlTjuGj/AGp2fu8Yv035LGpMUbzjgI4QQQohuOMNXuKCGjxBCCCGkiMMZPkIIIYToRrNghk/jDJ9lcMCXjUy7HT45aPhEOiaZzs+YHk+k5fIeV80jUK7Lkun8jHkRGtHjWeURqF/n567xA+SaN3H/ZZo3jyZSnZ9YB6RfkyjT+RnRCqro8WRefoCKDkt0ffRr3mQ6P3eNH2CNzs88fzmZjlGhbyZ4+QFynZ9Z2jqZzk90nqzQ+Znh5QfIdX7u/biZDxo+PtItXPCRLiGEEEJIEYczfIQQQgjRTaamWWC8LHikQEyBM3yEEEIIIUUczvARQgghRDfU8BUuOODLjqY5CyLcCyOUCgkUCjA8U5pRGKE/rvh4ZIUdnplkhR3WFWDk3hRaHFd+PWSFHSpFDnLzZkdk10Zui4ICDHlhh/4iFFGBj6ywQ6U4RKUAQ1bYoVbk4N28WdRGzdzYe2GHe1FHjnF09s0K82bhOol5M2BOYYdHsYUgjhnFFKI8ssIO84pozC/scL+3OVAiMjjgI4QQQohuOMNXuKCGjxBCCCGkiMMZPkIIIYToxv7P/8yOSayBA75s2DU77DkYL4uQ6fzE+i/zdX5qOjnvMVXiumv8ALnOT1Rib8x82rseT6SBsy6u9+sh0ufIdH4izZtc5yfSvHnvq7vGD5Dr/IwYL4t+so1oBaU6P8HjH5nOT8UU2ojmTWbe7IjrXednlh7PCp2fWMfoPQZgjc5PSYPohoq2TmbeLIpjhXmzShx3jd9N0HiZeIePdAkhhBBCijic4SOEEEKIbjjDV7jgDB8hhBBCSBGHM3zZsNtz1vCJ9F8y/Z1IJyf11DMpjzGdnPe4ah6Bcl2WTOdnzIvQ869CM3R+RuKK/PFkOj+RUFmmeRNrN2WaN48mUp2f+CXu+jWJMp2fEa2gih5P5uUHqOiwRNdHv+ZNpvNz1/gB1uj8zPOXy73Oz13jp9IX0eu8ZDo/s7R1Mp2f6DxZofPzuKaC747VcIavcMEZPkIIIYSQIg5n+AghhBCiGzvswtnW3MYk1sAZPkIIIYSQIg5n+AghhBCiG2r4Chcc8GVD0zRnoYJKwYKssMMM82ZRHCvMm0W5ZebNKnHFxyMr7PDMJCvsUDOfNlKAoT+ue0xxXPn1kBV2qBQ5yM2bHZFdG7ktCgow5IUd+otQRAU+ssIOleIQlQIMWWGHWpGDd/NmURu1ogfv4nz3oo4c4+jsmxmFBqJ2noUr8jhWmDcr9U2ArJhClEdW2GFGEU2mPT+MlzULBnyCHzZiCnykSwghhJBCybZt29ClSxdUqlQJNpsNa9ascdlus9mEn3fffVcp/jvvvAObzYYhQ4a4rL9+/ToGDBiA8uXLIygoCD179kRSUpJJR2UNHPARQgghRDdZj3TN/ughPT0dDRs2xOzZs4XbL1y44PJZtGgRbDYbevbsKY29Z88ezJs3Dw0aNPDYNnToUHz99ddYtWoVtm7divPnz6NHjx66+p7X8JEuIYQQQgolnTt3RufOnXPcHh4e7rL81VdfoV27dqhevbrXuGlpaYiOjsaCBQswefJkl20pKSlYuHAhVqxYgfbt2wMAFi9ejDp16mDXrl247777DB6NtXDAlw0tU4OWJcBy1xP5CEyUJboyI7o/Yb8kOj+x/st8nZ+ans17TJW47ho/QK7zc9f4qeQR7WNMj6diau09rtgU2vv1EGl8ZDo/keZNrvMTad6899Vd4wfIdX5GjJdFcwFGtIJSnZ9g1kGm81MxhZYZJIvWycybHXG96/zMMG8GzDIUVjGo9h4DsEbnp9Q3N8Q6RonOT/Ddl+n83Psh+g20GiuLNlJTU13W+/v7w9/fP1exk5KS8O2332Lp0qXSfQcMGIBHHnkEHTp08Bjw7du3Dzdv3kSHDh2c62rXro0qVapg586dBXbAx0e6hBBCCClQVK5cGaGhoc5PbGxsrmMuXboUwcHB0kevK1euxP79+3PMmZiYCD8/P5QpU8ZlfVhYGBITE3PdT6vgDB8hhBBCdGPlDN/Zs2cREhLiXJ/b2T0AWLRoEaKjoxEQEJDjPmfPnsXgwYOxYcMGr/sVRjjgI4QQQkiBIiQkxGXAl1u2b9+OhIQEfPbZZ17327dvHy5evIjGjRs712VmZmLbtm348MMPcePGDYSHhyMjIwPJyckus3xJSUkemsGCBAd82bDb7bDbHX9deOiwNIEGTqLzU9GvGdH9uSPKI/XUMymPXI8n0nJ5j6vmESjXZZmh8zNPjyfzODTiESg/HpmXHyDXvIm1jzLNm0cTqc7PU+PnGdeID5/My08UR+7lJ4gs8fIDVDRvouvjXfOmpoHz7uUHFC6dn9ivUBJD06/HE702TKbzM8PLT5RH5uV3Kz98+KDBLrrZcxnTChYuXIgmTZqgYcOGXveLiorC4cOHXda98MILqF27NkaOHIkSJUqgSZMm8PX1RVxcnLPaNyEhAWfOnEGLFi0s6b8ZcMBHCCGEkEJJWloaTpw44Vw+ffo04uPjUa5cOVSpUgWAowBk1apVmD59ujBGVFQUunfvjoEDByI4OBj16tVz2V66dGmUL1/euT40NBR9+vTBsGHDUK5cOYSEhOC1115DixYtCmzBBsABHyGEEEIMUBBerbZ37160a9fOuTxs2DAAQExMDJYsWQLAUYShaRp69eoljHHy5ElcunRJV94ZM2bAx8cHPXv2xI0bN9CpUyd89NFHumLkNRzwEUIIIUQ3BWHA98ADDwjlRtnp168f+vXrl+P23377zWv7LVu2eKwLCAjA7NmzczR8LojQloUQQgghpIjDGb5saJrm/EtBpZBAWtghKiSQFHYYMWs2w7xZFMcK82ZRbpl5s0pc8fHkvrDDWP+NFGBYZQotPx5ZYYdKkYPcvNkR2bWR26KgAENe2KG/CEX0PZAVdqgUh6gUYMgKO9wLHFTiio1+DRQWSAo73Is6cozjhqwAQ+2YvccUtZGZNwv7ZoF5s1LfBMgKO9zz2OFZiGM1mgUzfJrJ8cj/4AwfIYQQQkgRhzN8hBBCCNFNQdDwEXU4w0cIIYQQUsThDF827HYN9n/EO55aJ4G5sUTvJdS8yXR+PubksULnJ9Z/ma/zU9OzeY+pHlem7/L8m0im87NOj2eVKbT34xGa6RowRJbr/ESaN+99ddf4AXKdnxHjZdGcgxGtoFTnJ5jdkOn8VEyhVQyS5Ro4wffABJ2fih7PCvNm4TqJeTNgjc5PqW9uuPftZn4YL2sa7JIKWSMxiTVwho8QQgghpIjDGT5CCCGE6MYxw2e2ho8zfFbBAR8hhBBCdKNpdtNtVGjLYh18pEsIIYQQUsThDF82NLsdmv2fvy4MCPHdFeYqhQRS82ZBX2TmzSp5lIyk3RDlkZoQm5RHVhghLmAwI67ccFdm3qyWx6wCDCtMoeXHIzNvBuRFDuJ7TFbk4NFEWtjhWdThGdeI8bLMvFkUR27eLIgsMW8GVIocRNfHe5GDWtGD/sIOswowrCjsEBtUS2Jo+gsw3Is6AHlhh8c9lw8zY7RlKVxwho8QQgghpIjDGT5CCCGE6Ia2LIULzvARQgghhBRxOMOXDU1zfBz/7W5GK3TGdW2vZELsXX+npK2TmTcDUp2fEbNmM8ybRXGsMG8W5Tai81OLKzfclen8jPTfmB7PKlNo+fHIdH4qmje5ebMjsmsjt0XBvSzX+enXJIq+BzKdn4pWUEWPJ9P5uevdVOKqGCQb0fm5a/wAa3R+asfsPaaojcy8Wdg3C8ybM/PFeJkavsIEZ/gIIYQQQoo4nOEjhBBCiG6o4StccMBHCCGEEN1oFjzSpfGydXDAl43sPnwevmkCYYZU52dIVybwupPovYSaN5nOz8ecPFbo/MT6r/zR+Yk0D7K4Yp2cTN/lmUmm87NOj2eVR6D34xF6qxnwx5Pr/ESaN+99ddf4AXKdnxEfPtE/dUa0glKdn+AfVZnOT8Uj0IjmTex1513n567xy7l/+vpmhZefcJ3Eyw/Qr/MT+X8Skp0CreHLzMzEmDFjEBkZicDAQNSoUQOTJk1y+QdX0zSMHTsWERERCAwMRIcOHXD8+PF87DUhhBBS9NFgd75ezbSP8M8eYgYFesA3depUzJkzBx9++CGOHj2KqVOnYtq0afjggw+c+0ybNg2zZs3C3LlzsXv3bpQuXRqdOnXC9evX87HnhBBCCCEFhwL9SPfHH39E165d8cgjjwAAqlWrhk8//RQ//fQTAMfs3syZM/HWW2+ha9euAIBly5YhLCwMa9aswdNPP51vfSeEEEKKMizaKFwU6Bm++++/H3FxcTh27BgA4ODBg/jhhx/QuXNnAMDp06eRmJiIDh06ONuEhoaiefPm2LlzZ45xb9y4gdTUVJcPIYQQQkhRpUDP8I0aNQqpqamoXbs2SpQogczMTLz99tuIjo4GACQmJgIAwsLCXNqFhYU5t4mIjY3FhAkTPNZrGqD9o5BWMZKVFXa4i/sdbbwXdqgI8WXmzaI2UvNmQV9k5s0qeZSMpN0Q5ZEWVxjII8plrDDCe0yVuCJjb1lhh0ikLc9jVgGGFabQ8uORmTcD8iIH8TWVFTl4NJEWdngWdXjGNWK8LDNvFsWRmzcLIkvMmwFzCjtUihxk5s2OuN4LO8wqwLCisENcuCKJ4VbUcYvGy0RCgZ7h+/zzz7F8+XKsWLEC+/fvx9KlS/Hee+9h6dKluYo7evRopKSkOD9nz541qceEEEIIIQWPAj3D98Ybb2DUqFFOLV79+vXx+++/IzY2FjExMQgPDwcAJCUlISIiwtkuKSkJ99xzT45x/f394e/vb2nfCSGEkKIMNXyFiwI9w3f16lX4+Lh2sUSJErD/45UXGRmJ8PBwxMXFObenpqZi9+7daNGiRZ72lRBCCClOOExUzP4fB3xWUaBn+Lp06YK3334bVapUwd13340DBw7g/fffx4svvgjAoe8ZMmQIJk+ejFq1aiEyMhJjxoxBpUqV0K1bN9357Ha7czDpoXUSehvrNyqW6fxEWi6Zzk+sVfOuv1PS1snMmwGpzs+IWbMZ5s2iOEZ0fsb0eCKdnPe4aqbQcsNdmc7PmPm0ET2eVabQ8uOR6fxUNG9y82ZHZNdGbouCe1mu89OvSRR9D2Q6PxWtoNS8GTBJ5yc6Zv2aN5nOz13jB1ij83M/XpW4RgyrPTR+9K8jEgr0gO+DDz7AmDFj0L9/f1y8eBGVKlXCyy+/jLFjxzr3GTFiBNLT09GvXz8kJyejVatW+O677xAQEJCPPSeEEEKKNpqmCf8ozm1MYg0FesAXHByMmTNnYubMmTnuY7PZMHHiREycODHvOkYIIYQQUogo0AM+QgghhBRMaMtSuOCALzsanDoczYDXnbumQsVXTOblJ8ot8/Jz5JbpygRedxK9l1DvJtP5+ZiTJ790fmZ4+Ylyy7z8VOKKj0em7/LMJNP5WafHs8oj0PvxCL3VDPjjyXV+Is2b9766a/wAuc7PiA+f6J9UI1pBM3R+apo3715+ojZqXnfedX7uGr8c4+jsmxVefvnhw0cKFxzwEUIIIUQ3tGUpXBRoWxZCCCGEEJJ7OMNHCCGEEN1omh2ayZo7s+OR/8EBHyGEEEJ0w0e6hQsO+LJj16BlKZc9ahFEJsr6TYdlhR0qBQsy82ZHG++FHSpCfJl5s6iN1LxZ0BeZebNKHiUjaQGywg6xsa/5hR1qhRHeY6rEFRl7ywo73Is61PKYVYBhhSm0/Hhk5s2AvMhBfE0lRQ6Cf+tkhR2eRR2ecY0YL8vMm0VxDBV2CGZ0ZIUd4iIH74UdKmbNMvNmR1zvhR1mFGAA+gs7WN1KZHDARwghhBDdaBbYsvCRrnVwwEcIIYQQkoesXbtWd5sHH3wQgYGBhnNywEcIIYQQ3fDVasbp1q2brv1tNhuOHz+O6tWrG87JAV82NLsdmv2f6WSJqbJonafWTr/psCiPTOcn1hd61/mJtFwynZ9Yq6ZfxyjV+YnySHR+Rs2aZfo70Y+PVFdmUh5jOjnvcdVMoeW6LJnOz5j5tBE9nlWm0PLjken8VDRvcvNmR2TXRm6LgntZrvPTr0kUfQ/M0Pmp6PFk5s2AiuZNdMzetXQquj+ZeTNgjc7P/XhvaTReLmwkJiaiYsWKSvsGBwfnOh8HfIQQQgjRDV+tZpyYmBhdj2d79+6NkJCQXOXkgI8QQgghJA9ZvHixrv3nzJmT65wc8BFCCCFEN9TwFS444MuGpjk+zoXsKGjePPR3Qgs67zo/FS2XzMtP1Ebm5SfKLfPyc+SW6cr06xiFejeZzs9Hfx6V3GZ4+YniWOHlJ8ot8/JTiSs+Hpm+yzOTTOdnnR7PKo9A78cj9FYz4I8n1/kJHoFJdH7uGj9ArvMz6sMn0/mpeAKq6PFkOj93zZtKXNHjRZnOT6jPk+j83DV+Ocbx0rdbdk/toNXQeNkY165dw5UrV3D77be7rP/5559x9913W5aX79IlhBBCCMkDvvjiC9SqVQuPPPIIGjRogN27dzu3Pfvss5bm5oCPEEIIIbrJepeu2Z+izOTJk7Fv3z7Ex8dj8eLF6NOnD1asWAHA+sfZfKRLCCGEEJIH3Lx5E2FhYQCAJk2aYNu2bejevTtOnDihJO3JDZzhI4QQQohusjR8Zn+KMhUrVsShQ4ecy+XKlcOGDRtw9OhRl/VWwBm+bGh2Ddo/imIPb2ChI7KksEM0WpcUdohNlPWbDssKO1QKGGTmzY423o9ZRYgvM28WtZGaNwv6YqSww6ihsyyPUiGBBYUdaoUR3mOqxBUZe8sKO9yLOtTymFWAYYUptPx4ZObNgLzIQXxNJUUOgn9TZYUdnkUdnnGNFHaIHuAZMYGWFnYIHhXKCjtUTKFlBsmidTLzZkdc74UdHt+dIv4otKjwySefoGRJ16GXn58fPv30UwwcONDS3BzwEUIIIUQ3DmcLs21ZTA1X4Ljjjjs81sXGxiIsLAwvvviiy/pFixbhzz//xMiRI03JzUe6hBBCCCH5xLx581C7dm2P9XfffTfmzp1rWh7O8BFCCCFEN/ThM4fExERERER4rL/ttttw4cIF0/JwwJeN7Bo+NRNlt/YewjmRK6xE5yeSaUl0fu4aP0dqiWZP6G2sX88m0/mJtFwynZ9Yq6Zfx2iGzs+InlCpL26I8kh1ZSblMaaT8x5XzRRarsuS6fyMmU8b0eNZZQotPx6Zzk9FNyc3b3ZEdm3ktii4l83Q+akYL8vMm0Vx5ObNgsgS82ZARecn0mF619+p6P5k5s23tLw3XtZgvo2KJlR1Fm0qV66MHTt2IDIy0mX9jh07UKlSJdPycMBHCCGEEJJP9O3bF0OGDMHNmzfRvn17AEBcXBxGjBiB119/3bQ8HPARQgghRDd8pGsOb7zxBi5fvoz+/fsjIyMDABAQEICRI0di9OjRpuXhgI8QQgghJJ+w2WyYOnUqxowZg6NHjyIwMBC1atWCv7+/qXk44MuOXXOKQzzkXgraOk+tnWcTqc5PQfOmpi/0rvNT0XLJvPxEbWRefqLcMi8/R26ZrsyAjlG0zv3Ciy6iROdnxLvPDC8/URwrvPxEuWVefipxxccj0/l5ZpLp/KzT41nlEej9eET6L5nOT6Sbk+v8BNoqU3R++r0HRXpPmc5PRSuooseT6fzcNX4qcUUeejKdX0Hw4dM0zQJbluI3w5dFUFAQmjVrZll82rIQQgghhOQj27dvR+/evXH//ffj3LlzABwmzT/88INpOTjgI4QQQohuNAteq1YcZ/j++9//olOnTggMDMT+/ftx48YNAEBKSgqmTJliWh4O+AghhBBC8onJkydj7ty5WLBgAXx9fZ3rW7Zsif3795uWhwM+QgghhOgmS8Nn9kcP27ZtQ5cuXVCpUiXYbDasWbPGZbvNZhN+3n33XaX477zzDmw2G4YMGeKy/oEHHvCI+corr+jqexYJCQlo06aNx/rQ0FAkJycbiimCRRvZyP5lsymYKEsLO5RMlN1iCh2RJYUdIiG+tKBEZKKsvxhBVtihUsAgM292tPF+zCpCfCOFHcJjlhV2+JiTx4rCDrGxr/mFHWqFEd5jqsQVGXvLCjvcizrU8phVgGGFKbT8eGTmzYC8yEF8TXNf2OFe1AHICzuMGC+LShqMFIdICzsExROywg4VU2iZeXOm/ZYghrVomgXGyzrjpaeno2HDhnjxxRfRo0cPj+3ub6pYt24d+vTpg549e0pj79mzB/PmzUODBg2E2/v27YuJEyc6l0uVKqWr71mEh4fjxIkTqFatmsv6H374AdWrVzcUUwQHfIQQQggpUKSmpros+/v7C21KOnfujM6dO+cYJzw83GX5q6++Qrt27aQDqbS0NERHR2PBggWYPHmycJ9SpUp5xDdC3759MXjwYCxatAg2mw3nz5/Hzp07MXz4cIwZMybX8bPgI11CCCGE6Mbsgo3sRs6VK1dGaGio8xMbG5vr/iYlJeHbb79Fnz59pPsOGDAAjzzyCDp06JDjPsuXL0eFChVQr149jB49GlevXjXUr1GjRuGZZ55BVFQU0tLS0KZNG7z00kt4+eWX8dprrxmKKYIzfIQQQggpUJw9exYhISHOZTNMiJcuXYrg4GDho9/srFy5Evv378eePXty3OeZZ55B1apVUalSJRw6dAgjR45EQkICvvzyS939stls+Ne//oU33ngDJ06cQFpaGurWrYugoCDdsbzBAV82NE2DliXqUDE3luj8PDR+KnGFJspuaRT0hVKdn5K+0Lt5syO1RLMnlMDp17PJdH4iLZcZOj8VXZnUvFnQF5l5s0oeJSNpN0R5pLoyk/IY08l5j6tmCi3XZcl0fsbMp43o8awyhZYfj0znp6KbM6TzE8SV6fw8NX6ecY0YL8vMm0Vx5ObNgsgS82ZARecnN2+2GiuNl0NCQlwGfGawaNEiREdHIyAgIMd9zp49i8GDB2PDhg1e9+vXr5/zv+vXr4+IiAhERUXh5MmTqFGjhq5+Xbt2DZqmoVSpUqhbty5+//13fPzxx6hbty46duyoK5Y3+EiXEEIIIUWa7du3IyEhAS+99JLX/fbt24eLFy+icePGKFmyJEqWLImtW7di1qxZKFmyJDIzM4XtmjdvDgA4ceKE7r517doVy5YtAwAkJyejefPmmD59Orp27Yo5c+bojpcTHPARQgghRDcFwZZFlYULF6JJkyZo2LCh1/2ioqJw+PBhxMfHOz9NmzZFdHQ04uPjUaJECWG7+Ph4AEBERITuvu3fvx+tW7cGAHzxxRcICwvD77//jmXLlmHWrFm64+UEH+kSQgghpFCSlpbmMqt2+vRpxMfHo1y5cqhSpQoAR8XvqlWrMH36dGGMqKgodO/eHQMHDkRwcDDq1avnsr106dIoX768c/3JkyexYsUKPPzwwyhfvjwOHTqEoUOHok2bNjlauHjj6tWrCA4OBgB8//336NGjB3x8fHDffffh999/1x0vJ5QGfDKBo4i5c+eiYsWKutvlK3bNKdqQeuyJ1nnI1+SeeqbkEaWR6fwUNG9q+kLvOj8VLZfMy0/URublJ8ptROcn1qrp9yuU6vxEeSQ6PyPefWZ4+YniWOHlJ8ot8/JTiSs+HpnOzzOTTOdnnR7PKo9A78cj0qaZofMT9UWm8xP9Rsh1fvq9B0V6T5nOT0UrKPXyA6Q6P3eN3y170dLwqbJ37160a9fOuTxs2DAAQExMDJYsWQLAUYShaRp69eoljHHy5ElcunRJOaefnx82btyImTNnIj09HZUrV0bPnj3x1ltv6ep7FjVr1sSaNWvQvXt3rF+/HkOHDgUAXLx40VQdo9KAb82aNXjyyScRGBioFHTFihVIS0srfAM+QgghhBQaHnjgAekgsV+/fi5FFu789ttvXttv2bLFZbly5crYunWraheljB07Fs888wyGDh2KqKgotGjRAoBjtq9Ro0am5VF+pDtr1izlAdwXX3xhuEOEEEIIKfhk980zM2Zx4/HHH0erVq1w4cIFF41h1qNms1Aa8G3evBnlypVTDrpu3TrcfvvthjtFCCGEkIJNQXikW1QIDw/3eGvHvffea2oOpSrdtm3bomRJ9fqOVq1amWKSSAghhBBSlImNjcWiRYs81i9atAhTp041LY/uKt3/+7//Q4kSJdCpUyeX9evXr4fdbvf6TruCjqZlq23wEGQL9jdgoiwt7BAa45qQR2beLMotM29W6IvYRFl/MYKssEOlgMFQYYeBQgKRk6zsGIXHLCvs8DEnjxWFHWJjX/MLO9QKI7zHVIkrKviRFXa4F3Wo5TGrAMMKU2j58Rgp7BAVOcgLO0RFDu4xvJs3A/LCDiPGy6LSCSPFIdLCDreijkz7LUFma+EMnznMmzcPK1as8Fh/99134+mnn8bIkSNNyaPbh2/UqFFC40FN0zBq1ChTOkUIIYQQUhxITEwU+vfddtttuHDhgml5dA/4jh8/jrp163qsr127tiGHaUIIIYQUPgqT8XJBpnLlytixY4fH+h07dqBSpUqm5dH9SDc0NBSnTp1CtWrVXNafOHECpUuXNqtfhBBCCCFFnr59+2LIkCG4efMm2rdvDwCIi4vDiBEj8Prrr5uWR/eAr2vXrhgyZAhWr17tfEHwiRMn8Prrr+Oxxx4zrWP5QjbjZQ/NmILmTeatK4qrZG4s0fmZlkd2zKK/vGSaNyV9oXfzZkdqiWZPKIHLvc5PrPfyfswqujKZebOojdS8WdAXmXmzSh4lI2k3RHmkujKT8hjTyXmPq2YKLddlyXR+xsynjejxrDKF1q/zc9f4AXLNm7j/Ms2bRxOpzs9T4+cZ14jxssy8WRRHZt6cH3YmDt272Ro+U8MVCt544w1cvnwZ/fv3R0ZGBgAgICAAI0eOxOjRo03Lo/uR7rRp01C6dGnUrl0bkZGRiIyMRJ06dVC+fHm89957pnWMEEIIIaQoc/PmTXTo0AEvvfQS/vzzT+zatQsHDx7ElStXMHbsWFNzGXqk++OPP2LDhg04ePAgAgMD0aBBA7Rp08bUjhFCCCGk4MIq3dzj6+uLQ4cOAQCCgoLQrFkzy3LpHvABjin6jh07ok2bNvD391eyVyCEEEJI0YFv2jCH3r17Y+HChXjnnXcszaN7wGe32/H2229j7ty5SEpKwrFjx1C9enWMGTMG1apVQ58+fazoZ56g2TVo/4gpPMawClo0Fc2bVIZlQI/nofET5DYljyiN7JgFehapzk8oTfOu81PRchnR+Yl9BL3r/ESebTKdn/iPJv1+hVKdnyiPROdnxLvPDC8/URwrvPxEuWVefipxxccj0/l5ZpLp/KzT4+XeI1AcV349ZDo/Fc2b3MvPEdm1kdui4F6W6/z0axJFek+Zzs89xi27p10aKRzcunULixYtwsaNG9GkSROPAtj333/flDy6B3yTJ0/G0qVLMW3aNPTt29e5vl69epg5c2ahHvARQgghRA0+0jWHI0eOoHHjxgCAY8eOuWwz8wmq7gHfsmXLMH/+fERFReGVV15xrm/YsCF+/fVX0zpGCCGEEFLU2bx5c57k0T3gO3fuHGrWrOmx3m634+bNm6Z0ihBCCCEFHCuMkovhDF9eoXvAV7duXWzfvh1Vq1Z1Wf/FF1+gUaNGpnWMEEIIIaS48Msvv+DMmTNOL74szPI41j3gGzt2LGJiYnDu3DnY7XZ8+eWXSEhIwLJly/DNN9+Y0ql8I5vxskqRg7Sww0CRg7AwwkAeaWGH0BjXhDwGDKul5s0KfREXV+S+sEPFSFZm3izKLTNvduSWieb1G1QL9SCywg4fc/JYUdghFvybX9ihVhjhPaZKXFHBj6yww72oQy2P/gIMUdGDdXG9Xw/3og5AXtghMkSWF3Z4FmDICjvcizoAeWGHEeNl955pmqCvFqPBAg2fyCG7iHPq1Cl0794dhw8fhs1mc57TrO99ZqY5BTm6jZe7du2Kr7/+Ghs3bkTp0qUxduxYHD16FF9//TUefPBBUzpFCCGEEFIcGDx4MCIjI3Hx4kWUKlUKP//8M7Zt24amTZtiy5YtpuUx5MPXunVrbNiwwbROEEIIIaRwwSpdc9i5cyc2bdqEChUqwMfHBz4+PmjVqhViY2MxaNAgHDhwwJQ8umf4zp49iz/++MO5/NNPP2HIkCGYP3++KR0ihBBCSMEna8Bn9qe4kZmZieDgYABAhQoVcP78eQBA1apVkZCQYFoe3TN8zzzzDPr164dnn30WiYmJ6NChA+rVq4fly5cjMTHR9He/5SmON0H/899u2wxo64TSIUkbFc2b1LxZIY9QkyjR+ZmWR3bMohtepnlT0hfq1/kJ9V8SnZ+Kfk1m3uxo4/2YVXRlMvNmURupebOgLzLzZpU8SkbSbojySE2UTcpjTCfnPa6aKbTctFem8zNmPu2pETND52ckroq2VmbeDMh1fuJ7TKLzE/x8yXR+nho/z7iyvmZqNF4urNSrVw8HDx5EZGQkmjdvjmnTpsHPzw/z589H9erVTcuje4bvyJEjuPfeewEAn3/+OerXr48ff/wRy5cvx5IlS0zrGCGEEEIKLpzhM4e33noLdrtjgD9x4kScPn0arVu3xv/93/9h1qxZpuXRPcN38+ZN+Pv7AwA2btzoLBeuXbs2Lly4YFrHCCGEEEKKOp06dXL+d82aNfHrr7/iypUrKFu2rKlv2tA9w3f33Xdj7ty52L59OzZs2ICHHnoIAHD+/HmUL1/etI4RQgghpODCGb7cMXbsWOzbt0+4rVy5cqYO9gADM3xTp05F9+7d8e677yImJgYNGzYEAKxdu9b5qLewotkdHwACHzuRMAPuO7luNuBbp6JFU9G8SWVYBvR4Hho/QW5T8ojSyI5ZoOkxQ+cn8oSS6q6Eek/9vnUynZ/Is02m8xP/gOjXMUp1fqI8Ep2fEe8+M7z8RHGs8PIT5ZZ5+anEFR+PTOfnmUmm81PzIjSix9Mf1z2mOK78esh0fir+eHIvP0dk10Zui4J7Wa7zc+9r3vvwkdzxxx9/oHPnzvDz80OXLl3w2GOPISoqCn5+fpbk0z3ge+CBB3Dp0iWkpqaibNmyzvX9+vVDqVKlTO0cIYQQQgomLpMkJsYsLixatAh2ux07duzA119/jSFDhuDChQt48MEH0bVrVzz66KMoV66cafl0P9I9ffo0Tp065TLYAxzavqtXr5rWMUIIIYSQooyPjw9at26NadOmISEhAbt370bz5s0xb948REREoE2bNnjvvfdw7ty53OfS2+D555/Hjz/+6LF+9+7deP7553PdIUIIIYQUArKszMz+FGPq1KmDESNGYMeOHfjjjz/w/PPPY/v27fj0009zHVv3I90DBw6gZcuWHuvvu+8+DBw4MNcdIoQQQkjBh2/aMIdhw4YJ19tsNgQEBKBbt27o2rVrrvPoHvDZbDb8/fffHutTUlJMe8FvvmHX/qfS9dCkyw14PQo7RN9bA8UU0sIOA0UOwsIIA3mkhR1CY1wT8sgKWUS5jRR2CK+H98IOFZNemXmzqI3MvFmUW2be7MgtK1DQX7giLHKQFXb4mJPHisIOseDf/MIOtQIG7zFV4ooKfmSFHe5FHSp5RPsYK8BQuB6SuGJTaO/Xw72oA5AXdrgXdTjyyAo7BMI1SWGHe1HHreIkfitiHDhwAPv370dmZibuuusuAMCxY8dQokQJ1K5dGx999BGGDx+O7du3o27duobz6H6k26ZNG8TGxroM7jIzMxEbG4tWrVoZ7gghhBBCCg+0ZTGHrl27okOHDjh//jz27duHffv24Y8//sCDDz6IXr164dy5c2jdujWGDh2aqzy6Z/jeeecdtG3bFnfddRdat24NANi+fTtSU1OxadOmXHWGEEIIIaQ48e6772LDhg0ICQlxrgsNDcX48ePRsWNHDB48GGPHjkXHjh1zlceQ8fKhQ4fw5JNP4uLFi/j777/x3HPP4ddff0W9evVy1RlCCCGEFA44w2cOKSkpuHjxosf6P//8E6mpqQCAMmXKICMjI1d5dM3w3bx5Ew899BDmzp2LKVOm5CqxKufOncPIkSOxbt06XL16FTVr1sTixYvRtGlTAI4v3Lhx47BgwQIkJyejZcuWmDNnDmrVqqU7l2bXoOWg4RPKc2Q6P6HsT6LzM6CtU+mb1LwZkOr8VIyklTRwEp2faXnM0PkpaDdl5s2O3PpNh2U6PxX9msy82dHG+zGr6LJk5s2iNlLzZkFfZObNKnmUjKTdEOWRmiiblEeuxxPp2bzHVTOFlpk3e2YyovMzT48nuR6GTKHlxyMzbwbkOj/xPSbR+bnFzLQXcg19MaZr16548cUXMX36dDRr1gwAsGfPHgwfPhzdunUDAPz000+48847c5VH1wyfr68vDh06lKuEevjrr7/QsmVL+Pr6Yt26dfjll18wffp0Fw/AadOmYdasWZg7dy52796N0qVLo1OnTrh+/Xqe9ZMQQggpbtCVxRzmzZuHqKgoPP3006hatSqqVq2Kp59+GlFRUZg7dy4AoHbt2vj4449zlUe3hq93795YuHAh3nnnnVwlVmHq1KmoXLkyFi9e7FwXGRnp/G9N0zBz5ky89dZbzpLlZcuWISwsDGvWrMHTTz9teR8JIYQQQowSFBSEBQsWYMaMGTh16hQAoHr16ggKCnLuc8899+Q6j+4B361bt7Bo0SJs3LgRTZo0QenSpV22v//++7nuVBZr165Fp06d8MQTT2Dr1q24/fbb0b9/f/Tt2xeA460fiYmJ6NChg7NNaGgomjdvjp07d+Y44Ltx4wZu3LjhXM56Rk4IIYQQNejDZy5BQUFo0KCBZfF1D/iOHDmCxo0bA3D4xGRHxYdKD6dOncKcOXMwbNgwvPnmm9izZw8GDRoEPz8/xMTEIDExEQAQFhbm0i4sLMy5TURsbCwmTJjguUHD/3QRCi+3lmrphHo87zo/D42foC9SLz+DfZPq/IT6HElfDOjxPDR+gtxm5AEUdH6iHx+Zzk/penj38nOkluiuhN8v/b51Mp2fyLNNpvMT/xbo1zFKdX6iPBKdnxHvPjO8/ERxrPDyE+WWefmpxBUfT+51fsb6b0SPp3A9DHkEyo9HpvNz1/g52si8Id1i5sdAyYpnsMV4wPfLL7/gzJkzHsUZjz32mCnxdQ/4Nm/ebEpiFex2O5o2beosEGnUqBGOHDmCuXPnIiYmxnDc0aNHuzhbp6amonLlyrnuLyGEEEKIHk6dOoXu3bvj8OHDsNlszj++sv54MOulFrptWfKSiIgID1fpOnXq4MyZMwCA8PBwAEBSUpLLPklJSc5tIvz9/RESEuLyIYQQQog6tGUxh8GDByMyMhIXL15EqVKl8PPPP2Pbtm1o2rQptmzZYloe3TN8ALB37158/vnnwqnHL7/80pSOAUDLli2RkJDgsu7YsWOoWrUqAEcBR3h4OOLi4pyCxtTUVOzevRuvvvqqaf0ghBBCCLGCnTt3YtOmTahQoQJ8fHzg4+ODVq1aITY2FoMGDcKBAwdMyaN7hm/lypW4//77cfToUaxevRo3b97Ezz//jE2bNiE0NNSUTmUxdOhQ7Nq1C1OmTMGJEyewYsUKzJ8/HwMGDADgmO4cMmQIJk+ejLVr1+Lw4cN47rnnUKlSJad3DSGEEELMh7Ys5pCZmYng4GAAQIUKFXD+/HkAQNWqVT0mvXKD7hm+KVOmYMaMGRgwYACCg4Px73//G5GRkXj55ZcRERFhWscAoFmzZli9ejVGjx6NiRMnIjIyEjNnzkR0dLRznxEjRiA9PR39+vVDcnIyWrVqhe+++w4BAQH6E2r4n3rWQ3crUsi7LXqI+T2byIonRMJiaWGH6AYxUEwhLewQngLvRQ6iw5H2RaXoQaG4wpQCEgPH7FHUIQqkdD28F3aomPTKzJtFbWTmzaLcMvNmR25ZgYL+whVhkYOssMPHnDxWFHaIBf/mF3aoFTB4j6keV1bY4TnvICvssK4AQ+F6GDKF9n487kUdgLyww72og8bLhZd69erh4MGDiIyMRPPmzTFt2jT4+flh/vz5qF69uml5dA/4Tp48iUceeQQA4Ofnh/T0dNhsNgwdOhTt27cXV7/mgkcffRSPPvpojtttNhsmTpyIiRMnmpqXEEIIIV5gla4pvPXWW0hPTwcATJw4EY8++ihat26N8uXL47PPPjMtj+4BX9myZfH3338DAG6//XYcOXIE9evXR3JyMq5evWpaxwghhBBCijqdOnVy/nfNmjXx66+/4sqVKyhbtqypdne6B3xt2rTBhg0bUL9+fTzxxBMYPHgwNm3ahA0bNiAqKsq0jhFCCCGk4ELjZesoV66c6TF1D/g+/PBD53tq//Wvf8HX1xc//vgjevbsibfeesv0DuYlml2DloOGTzjIlun8RB7KEp2fSh6ZebNjlUTnZ0Bbp3QOZEbGgFTnp2IkraSBM0Pnp2Si7BZT4Zil5s0KfRGbKOs3HZbp/FT0azLzZkcb78esosuSmTeL2kjNmwV9kZk3q+RRMpJ2Q5RHakJsUh6ZTk6sZzMjrmcbmc7PXeOnlscsPZ7kehgyhZYfj8y8WdM881qNBvMHaMV1uHf9+nUcOnQIFy9ehN3uei3zzXg5+6jTx8cHo0aNMqUjhBBCCCHFje+++w7PPfccLl265LHNZrPlrfGy3nfNZmn8CCGEEFJE0Sz6FDNee+01PPHEE7hw4QLsdrvLx6zBHqA44CtbtiwuXryoHPT222/HqVOnDHeKEEIIIaQ4kJSUhGHDhiEsLMzSPEqPdDVNw8cff4ygoCCloDdv3sxVp/INu5bNh89dDyIycXJbVNF/SXR+ZuWR6fw8NH6Cvki9/Az2TarzE+pzJH0xovuDXOdnmp7QwDFLdX5K18Nda6ffg078/dLvWyfT+Ym0XDKdn1irpl/HKNX5ifJIdH5GvPvM8PITxbHCy0+U24jOTy2uzMvPM5PMy0+cxww9nsL1MOQR6P148sOHj0Ub5vD4449jy5YtqFGjhqV5lAZ8VapUwYIFC5SDhoeHw9fX13CnCCGEEEKKAx9++CGeeOIJbN++HfXr1/cYPw0aNMiUPEoDvt9++82UZIQQQggpGnCGzxw+/fRTfP/99wgICMCWLVtcZm9tNlveDvgIIYQQQoj5/Otf/8KECRMwatQo+PgolVYYggM+QgghhOjHiqra4jfBh4yMDDz11FOWDvYADvhc0OyODyAyiRU0kBV2KIj3pebNgLyww0AekbBYWtghuhENFFNIz4HwFHgvchAdjhmFHR5FHYLcpuQxcMweRR2iQErXw3thh4qZrsy8WdRGZt4syi0zb3bklhUS6C9cERY5yAo7fMzJY0Vhh7C4Ip8KO0T/xMniigsjZIUdnplkhR3WFWCoFLvoM4XOtOe98TIseKRbHN+lGxMTg88++wxvvvmmpXk44COEEEIIyScyMzMxbdo0rF+/Hg0aNPAo2nj//fdNyaM84IuPj8c999xjSlJCCCGEFHL4SNcUDh8+jEaNGgEAjhw54rJNZaZdFeUBX/PmzTFu3DjLRYWEEEIIIcWFzZs350ke5QHf6tWr0a9fP6xduxaffPIJatWqZWW/8gdNc+oHPPVTnrtLdX5CPYv3NsLBvEznJ/JQNiGPzLzZsUqi8zOgrVM6BzIjY8AcnZ+KubGCibIpeQwcs9S8WaEvYhNl/abDMp2fin5NZt7saOP9mFV0WTLzZlEbqXmzoC8y82aVPEpG0m6I8ki1dgbyiHIZ08l5j6kSV2TsLdP5uWv81PLkXo+nEtc9pqblvYaPtizGOXToEOrVq6c8gfbzzz/jrrvuQsmSxpV4ylN1Dz/8MH7++WfUrl0bjRo1wgcffGA4KSGEEEJIbtm2bRu6dOmCSpUqwWazYc2aNS7bbTab8PPuu+/mGHP8+PEe+9euXdtln+vXr2PAgAEoX748goKC0LNnTyQlJSn3u1GjRrh8+bLy/i1atMCZM2eU9xeha6gYGhqKJUuW4NFHH8XTTz+Nt956CyVKlHDZ58qVK7nqECGEEEIKAdmeipkaUwfp6elo2LAhXnzxRfTo0cNj+4ULF1yW161bhz59+qBnz55e4959993YuHGjc9l9Zm3o0KH49ttvsWrVKoSGhmLgwIHo0aMHduzYodRvTdMwZswYlCpVSmn/jIwMpf28oXtucM+ePRgzZgxq1aqF4cOH52p6kRBCCCHEKJ07d0bnzp1z3B4eHu6y/NVXX6Fdu3aoXr2617glS5b0aJtFSkoKFi5ciBUrVqB9+/YAgMWLF6NOnTrYtWsX7rvvPmm/27Rpg4SEBOl+WbRo0QKBgYHK+4tQHq3dunUL48aNw3vvvYcBAwZgypQpCAgIyFXyAoddc3wAg95wbk2EPmnuy+56EHkbuZefYKXMy89gHpnOz0PjJ+iL1MvPYN/M0Pmp9EXJ606i8zMtj+yYRX89y3R+StfDXWun34NO/P3S71sn0/mJ70v9uiyZzk9JWyfz8gOkOj8j3n1mePmJ4hjR+RnT44l0ct7jqnkEyrz8PDPJvPzEebzr8RxxXZdlXn6Z9rzXvlk5wZeamuqy3t/fH/7+/rmKnZSUhG+//RZLly6V7nv8+HFUqlQJAQEBaNGiBWJjY1GlShUAwL59+3Dz5k106NDBuX/t2rVRpUoV7Ny5U2nAt2XLFsPHYRTlAV/jxo2RlpaG9evX44EHHrCwS4QQQggp8Fg44qtcubLL6nHjxmH8+PG5Cr106VIEBwcLH/1mp3nz5liyZAnuuusuXLhwARMmTEDr1q1x5MgRBAcHIzExEX5+fihTpoxLu7CwMCQmJuaqj1aiPOC79957MWPGDAQHB1vZH0IIIYQUc86ePYuQkBDncm5n9wBg0aJFiI6Olj6dzP6IuEGDBmjevDmqVq2Kzz//HH369Ml1P/IL5QHfxx9/bGU/CCGEEFKIsPKRbkhIiMuAL7ds374dCQkJ+Oyzz3S3LVOmDO68806cOHECgEMXmJGRgeTkZJdZvqSkpBx1fwUBOigTQgghpEizcOFCNGnSBA0bNtTdNi0tDSdPnkRERAQAoEmTJvD19UVcXJxzn4SEBJw5cwYtWrQwrc9mwxLb7Nj/+QACIbtgf0NmwG5NlPJICjsUxPtS82ZB38zIIxJ6Sws7RH8xyoopDJ0DQVyFIgdpYYeB74pHUYcgtyl5lIqPJObNokBK18N7YYeKeF9m3ixqIzNvFuWWmTc7cssKCfQXrggLHGSFHT7m5Mmvwg4zzJtFuWXmzSpxxccjK+zwzCQr7FAzn/Zu3pypZXrEsJwCYMuSlpbmnHkDgNOnTyM+Ph7lypVzFlmkpqZi1apVmD59ujBGVFQUunfvjoEDBwIAhg8fji5duqBq1ao4f/48xo0bhxIlSqBXr14AHBZ1ffr0wbBhw1CuXDmEhITgtddeQ4sWLZQKNvILDvgIIYQQUijZu3cv2rVr51weNmwYACAmJgZLliwBAKxcuRKapjkHbO6cPHkSly5dci7/8ccf6NWrFy5fvozbbrsNrVq1wq5du3Dbbbc595kxYwZ8fHzQs2dP3LhxA506dcJHH31k6BiuXbsGTdOcnny///47Vq9ejbp166Jjx46GYoqwabl4j8n169eLhDVLamoqQkNDcVd0Q5Tw+8dIWmk2RTbLIf/LVW0WKvezKUb6ZlkehVknQSLdeTzPrbwvxq6Z3F5Edp6UXpBtwjEL00hyq7RRsVhR2UfWxkgezzb6r7H4VXHe8yhdUgMzbx55FYQ5ZszwqXxHVeKqzPDJchnpv9hiRV8Mlbii16TpjaG6T3Yyrmbg08c/RkpKiqnaNxFZ/2Y2fKs1SgSYO2+Uef0WDk7enifHUVDo2LEjevTogVdeeQXJycmoXbs2fH19cenSJbz//vt49dVXTcmjW8Nnt9sxadIk3H777QgKCsKpU6cAAGPGjMHChQtN6RQhhBBCSHFg//79aN26NQDgiy++QFhYGH7//XcsW7YMs2bNMi2P7qH55MmTsXTpUkybNg19+/Z1rq9Xrx5mzpxZqEuWNbsGLQfjZfFf+BKNm4LGSmbe7MgtyyPSs3hvI561kawQeSibkEdm3uxYJdH5KUifDOn8RHElmjcVGZaR74rMvNm0PLLvqCi3guZNri8UfI8NmBvLdH4qszYy82ZHG+/HrKLLkpk3i9pIzZsFfZGZN6vkMTITJ8qlZKJsgc5PTSfnPaZKXJGxt0zn567xU8vjumw3W0unQgHQ8BUFrl696rS8+/7779GjRw/4+Pjgvvvuw++//25aHt0zfMuWLcP8+fMRHR3t8h7dhg0b4tdffzWtY4QQQgghRZ2aNWtizZo1OHv2LNavX+/U7V28eNHUx9q6B3znzp1DzZo1Pdbb7XbcvHnTlE4RQgghpICjWfQpZowdOxbDhw9HtWrV0Lx5c6e1y/fff49GjRqZlkf3I926deti+/btqFq1qsv6L774wtSOEUIIIaTgomma8LF3bmMWNx5//HG0atUKFy5ccPEJzLKLMQvdA76xY8ciJiYG586dg91ux5dffomEhAQsW7YM33zzjWkdyxey/3Uh86QD5BokhTbGNGPueVXyuOtBVI5H3jeZzs+sPDKdn4fGT9AXIzo/Ja2jAc2bigzLyHdFpvMzLY9Uiyq67hKdn5K+0F1rp9+DTvw90O9bJ9P5ie9LfbqsrEze8yho62RefoBU52fUu0+mvxP9Ay/11DMpj16dHCDX+al5BMq8/Dwzybz87HZXnz5SeLh27RpCQkKcb+nIsmWpU6cO7r33XtPy6H6k27VrV3z99dfYuHEjSpcujbFjx+Lo0aP4+uuv8eCDD5rWMUIIIYQUYPhI1xS6du2KZcuWAQCSk5PRvHlzTJ8+Hd26dcOcOXNMy2Po1WqtW7fGhg0bcPHiRVy9ehU//PCDqeaAhBBCCCHFgQJry5JFRkYGLl686DGNnPUqE0IIIYQUXTRYoOErhlN8BdaW5fjx42jdujUCAwNRtWpVREZGIjIyEtWqVUNkZKRpHSOEEEIIKerklS2L7hm+559/HiVLlsQ333yDiIgItVdCFRbsmuMDyE2IAXmBglDsLinsMK1IwD2vSh5JYYeCeN+68+Y9rMhU1YzCDpUiB6XiFgNFDtLCDgPfFY+iDkFuU/IoFR9JzJtFgZQKSrwXdqiI92XmzaI2MvNmUW6ZebMjt6yQQH/hivB3W1bY4aM/j0puM8ybRXGsMG8W5ZaZN6vEFR+PrLDDNVO+VLdaobkrfhN8GDt2LJ555hkMHToU7du3Lzi2LPHx8di3bx9q165tWicIIYQQQooj2W1Z7rnnHud6s21ZdD/SrVu3Li5dumRaBwghhBBSCMl6tZrZn2LI8ePHMX36dLRs2RLnzp0DACQkJJg63tI94Js6dSpGjBiBLVu24PLly0hNTXX5EEIIIaTow/GeOfz3v/9Fp06dEBgYiP379+PGjRsAgJSUFEyZMsW0PLof6Xbo0AGAY6oxO5qmwWazITMz05ye5QOapkH7R8NnyERZYkIMyPVq4pfBSzRuhjRjgibSPCI9i+x45H0z57zJ8xjS+Yl+fAxo66Q6PwOaNxUZlpHvisy82bQ8SlpUic5P4Zqq3GMynZ/4vnSLITFvFq2TmTc72ng/ZhU9m/sXWUXHKDVvFvTFiM7PqKGzLI+SibIFOj8lfaEkpkpc9+9Fpr3w/ttb3Jk8eTLmzp2L5557DitXrnSub9myJSZPnmxaHt0Dvs2bN5uWnBBCCCGFFCum5IrhFF9CQgLatGnjsT40NBTJycmm5dE94Gvbtq1pyQkhhBBCijPh4eE4ceIEqlWr5rL+hx9+QPXq1U3LY9h4+erVqzhz5gwyMjJc1jdo0CDXnSKEEEJIAYe2LKbQt29fDB48GIsWLYLNZsP58+exc+dODB8+HGPGjDEtj+4B359//okXXngB69atE24vzBq+7F9eD02Fgt+XkqeeRK8m8vuSapBU9IWGNGPueVXyuOtOVI5H3jdzzptCWJnvGxR0fga0dUpaRwOaNxUZlpHvikznZ1oeqRZVdN0lOj8lfaG71s6AB53we6BfzybT+YnvS5n+S3QS9OsYzdD5GdETKvXFDVEeqaeeSXnkejyBvlAS172N+1uvSOFh1KhRsNvtiIqKwtWrV9GmTRv4+/tj+PDheO2110zLo7tKd8iQIUhOTsbu3bsRGBiI7777DkuXLkWtWrWwdu1a0zpGCCGEkAIMy3RNwWaz4V//+heuXLmCI0eOYNeuXfjzzz8xadIkU/PonuHbtGkTvvrqKzRt2hQ+Pj6oWrUqHnzwQYSEhCA2NhaPPPKIqR0khBBCCCnq+Pn5oW7dupbF1z3gS09PR8WKFQEAZcuWxZ9//ok777wT9evXx/79+03vICGEEEIKHizSNY+4uDjExcXh4sWLHo/nFy1aZEoO3Y9077rrLiQkJAAAGjZsiHnz5uHcuXOYO3cuIiIiTOkUIYQQQgo4fKRrChMmTEDHjh0RFxeHS5cu4a+//nL5mIXuGb7BgwfjwoULAIBx48bhoYcewvLly+Hn54clS5aY1rF8wa45PoDcHBjywg5DJsriagrXRYXiEEMFJYaKBNzzquSRFHYYMS42ct4EzVQKSGSFHR5FHYK+SM2bDfZNbrgtEpRL+mLgu+JR1CHIbUoepeIjiXmzKJBSQYn3wg4V8b7MvFnURmbeLMotM2925JYVEhgoXBGtc7/woosoKewwYtZshnmzKI4V5s2i3EbMm0nhYO7cuViyZAmeffZZS/PoHvD17t3b+d9NmjTB77//jl9//RVVqlRBhQoVTO0cIYQQQgootGUxhYyMDNx///2W59H9SNedUqVKoXHjxhzsEUIIIYTo5KWXXsKKFSssz6M0wzds2DDlgO+//77hzhBCCCGkkMCqDVO4fv065s+fj40bN6JBgwbw9fV12W7WuEppwHfgwAGlYCrahYKMZtegOTV87voJBdNhhRehm2KiLDEhBuS6OEP6QkOaMUETaR6RnkV2PPK+maeP9B5WpPuR6vxEv3EGtHVSnZ8BzZtQJ2cgj1TnJzTGNSGPkhZVovNTuKYq95hM5ye+L91iSMybRetk5s2ONt6PWUXPZkTnJzxmmc7Px5w8Vuj8hCbKFuj83PNm0ni50HLo0CHcc889AIAjR464bDNzXKU04Nu8ebNpCQkhhBBS+OEEnznk1RhLV9HGb7/9hg0bNuDmzZto27Yt7r77bqv6RQghhBBS5Dlz5gwqV64snM07c+YMqlSpYkoe5QHf5s2b8eijj+LatWuOhiVLYtGiRS5Vu4QQQggpJrBK1xQiIyNx4cIF50stsrh8+TIiIyORmZlpSh7lAd+YMWPw4IMPYs6cOQgICMBbb72FESNGFK0Bn8uX111rI9hfpvMTPnqXaGkU/L6UPPUkWjo1TzoD+kJDmjH3vCp53PUsBjz2hP0zQx8pzyPz8nOskuj8DGjrlM6BAc2b1MtPIY/4HHjX+ZmWR6pFFX2/JDo/JX2hu9bOgNed8HugX88m0/mJ78vc6/xU/AqlXn6Cvsi8/FTyKPkKuiHKI/XUMyGP+9sZ8gQ+0zUFTdOE1zstLQ0BAQGm5VEe8B05cgQ//vij820a7777LubNm4fLly+jfPnypnWIEEIIIaSok+WAYrPZMGbMGJQqVcq5LTMzE7t373YWc5iB8oAvNTXVxWuvVKlSCAwMREpKCgd8hBBCSHGDj3RzRZYDiqZpOHz4MPz8/Jzb/Pz80LBhQwwfPty0fLqKNtavX4/Q0FDnst1uR1xcnEsZ8WOPPWZa5wghhBBCiiJZ1bkvvPACZs2aheDgYEvz6RrwxcTEeKx7+eWXnf9ts9lMExcSQgghpOCiaZrp7/Atju8EXrx4MeLi4hAXF4eLFy966DEXLVpkSh7lAV++CELzGrvm+ABqAmxZYYdQiCsruBCIqSWFHYZMlE0zITZQUGKoSMA9r0oeEwo7LCuIkeeRFXZ4FHUI+iI1bzbYN7nhtkggL+mLge+KR1GHILcpeZSKjyTmzaJASgUl3gs7VIoRZObNojYy82ZRbiOFHeLiBP0G1dLCDlEeSWGHEbNmM8ybRXFk5s3FcJxUZJg4cSImTJiApk2bIiIiwrKXWOia4SOEEEIIAUANn0nMmTMHS5YswbPPPmtpHh9LoxNCCCGEkBzJyMjA/fffb3keDvgIIYQQoh/Nok8x46WXXsKKFSssz8NHutnQ7I4PAA/9jdiwVqbzE5moeo+hZDqs8CJ0U0yUTTEhNqAvNKQZEzQxQ+en4O9qnT7Se1iR7keq8xMaiLvH9b5dpW9qhtvye0zaFxVNooK+0JQ8SlpUic5P4Zqq3GMynZ/4vnSLITFvFq0zpPMT9V+qi9NvUC08ZpnOz8ecPFbo/NxjZOaXzp7iQUNkefABjhqJ+fPnY+PGjWjQoAF8fX1d9n3//fdNyckBHyGEEEJIHpLlwZdFlsFydps7QO2PA1V0D/iqV6+OPXv2eJgtJycno3Hjxjh16pRpnSOEEEJIAYVFG4bJ8uDLS3Rr+H777Teh196NGzdw7tw5UzpFCCGEEELMQ3mGb+3atc7/dn/jRmZmJuLi4lCtWjVTO5fnuPjwuW4S66UkGiQVPY7My08QR0mbJtP5Kfh9KXnqmeJJZ0BfaEgzJggr1ROK9EUy3aJnHmv0kfI8Mi8/xyqJzs+Atk7pHBjQvEm9/BTyiM+Bd52faXmkWlTRl1SieVPSF7pr7fRr08Tfg9zr/MQ+gt6PWcW3TublJ2oj9fIT9EXm5aeSR8lX0A0PjV8+aPhovGwO2fV82bHZbAgICEDNmjXRtWtXlCtXLld5lAd83bp1c3bA/Y0bvr6+qFatGqZPn56rzhBCCCGEFCcOHDiA/fv3IzMzE3fddRcA4NixYyhRogRq166Njz76CK+//jp++OEH1K1b13Ae5Ue6drsddrsdVapUcb76I+tz48YNJCQk4NFHHzXcEUIIIYQUImjLYgpdu3ZFhw4dcP78eezbtw/79u3DH3/8gQcffBC9evXCuXPn0KZNGwwdOjRXeXQXbZw+fTpXCQkhhBBCiIN3330XGzZsQEhIiHNdaGgoxo8fj44dO2Lw4MEYO3YsOnbsmKs8hmxZ8uIlv4QQQggpwLBK1xRSUlJw8eJFj8e1f/75J1JTUwEAZcqUQUZGRq7y6B7wTZgwARMnTrT8Jb8i3nnnHYwePRqDBw/GzJkzAQDXr1/H66+/jpUrV+LGjRvo1KkTPvroI4SFhemO7yJA1dxFtfJCAk+BvEi8K1khPJ2Swg6h4FdWcCE3SDXFRNk0E2IDBSUmFHYoGWHLzJsFbeTmzYKVhgpi5HlkhR0eRR2CvkjNmw32TW64Lb/HVIykpebGCgUlpuRR+o5KzJtFgZQKSrwXdqgUIxgp7BAbR3sv7BDfl94LO8T/Vuk3qJYWdojySAo7jJg1qxTiWI6mmW+8XAyLNrp27YoXX3wR06dPR7NmzQAAe/bswfDhw531Ez/99BPuvPPOXOXRPeCbO3dunrzk1509e/Zg3rx5aNCggcv6oUOH4ttvv8WqVasQGhqKgQMHokePHtixY0ee9o8QQgghRC/z5s3D0KFD8fTTT+PWrVsAgJIlSyImJgYzZswAANSuXRsff/xxrvLoHvDl1Ut+s5OWlobo6GgsWLAAkydPdq5PSUnBwoULsWLFCrRv3x4AsHjxYtSpUwe7du3Cfffdl6f9JIQQQooNfKRrCkFBQViwYAFmzJjhfHlF9erVERQU5Nwn600cuUG38XJeveQ3OwMGDMAjjzyCDh06uKzft28fbt686bK+du3aqFKlCnbu3JljvBs3biA1NdXlQwghhBCSXwQFBaFBgwZo0KCBy2DPLHTP8F2/fj1PXvKbxcqVK7F//37s2bPHY1tiYiL8/PxQpkwZl/VhYWFITEzMMWZsbCwmTJjgucH+zwfw0MUI/+iQ6fyU9FLyF8jLdX4iE1XvMZS0aQoGqaaYKJtiQmxEXyhYp2QG7J5bJY9E56fg72qdPtJ7WLHpuPuixLxZGNf7dpW+qeky5feYtC8qmkQFfaEpeZS+oxKdn4opvMI9ZobOT6RFlevV5BpkmXmzI7dM56ffoFr4WyTT+fnkPo97AWVeQAmfcYYNG4ZJkyahdOnSORovZ2HWuEr3gO/QoUN58pJfADh79iwGDx6MDRs2ICAgwLS4o0ePdjnBqampqFy5smnxCSGEEEJy4sCBA7h586bzv3PCzHGV7gFfXr7wd9++fbh48SIaN27sXJeZmYlt27bhww8/xPr165GRkYHk5GSXWb6kpCSEh4fnGNff3x/+/v5Wdp0QQggp2nCKzzDZx1J5Na7SreHL4sSJE1i/fj2uXbsGwJr330VFReHw4cOIj493fpo2bYro6Gjnf/v6+iIuLs7ZJiEhAWfOnEGLFi1M7w8hhBBCiFncvHkTUVFROH78uOW5dM/wXb58GU8++SQ2b94Mm82G48ePo3r16ujTpw/Kli1r6vt0g4ODUa9ePZd1pUuXRvny5Z3r+/Tpg2HDhqFcuXIICQnBa6+9hhYtWhir0HX5a0WuK5Pq/ARmZDK9l1gvJdEgqehxZF5+gjhK2jSZzk/B70tJa2eKJ50BnZ8hbzhBE2kekb5IpluU980cfaQ8j8zLz7FKovMzoK1TOgcGNG9SLz+FPOJz4F3nZ1oe6XdU9CWVaN6U9IX6dX7i+9IthsTLT7RO5uXnaOP9mEW/xzKdn4qOUerlJ+iLzMsvPzR8rNLNPb6+vjh06FCe5NI9wzd06FD4+vrizJkzKFWqlHP9U089he+++87UzqkwY8YMPProo+jZsyfatGmD8PBwfPnll3neD0IIIaRYkTVJYvanmNG7d28sXLjQ8jy6Z/i+//57rF+/HnfccYfL+lq1auH33383rWM5sWXLFpflgIAAzJ49G7Nnz7Y8NyGEEEKImdy6dQuLFi3Cxo0b0aRJE5QuXdplu1lVurpn+NLT011m9rK4cuUKCyEIIYSQ4oJm0UcH27ZtQ5cuXVCpUiXYbDasWbPGZbvNZhN+3n333Rxjjh8/3mP/2rVru+zzwAMPeOzzyiuv6Ov8Pxw5cgSNGzdGcHAwjh07hgMHDjg/8fHxhmKK0D3D17p1ayxbtgyTJk0C4DiZdrsd06ZNQ7t27UzrGCGEEEKIN9LT09GwYUO8+OKL6NGjh8f2CxcuuCyvW7cOffr0Qc+ePb3Gvfvuu7Fx40bncsmSnsOlvn37YuLEic5l0WSYCnlVpat7wDdt2jRERUVh7969yMjIwIgRI/Dzzz/jypUrhf/9tZoGzf7Pnxcq4nCZIF5QSCAr7FAxRJaZNzviSFYIj0dS2CEUMMsKLuQGqeaYKAsdeF0XjRR2qBhHGzIDds+rksddUK5yPPK+mVMQI88jK+zwKOoQ9EVq3mywb/JCHPk9pmIkLTU3VigoMSWP0ndUYt4sCmSgsMO9qMORWlKkIfx+6TdElhV2iO9L74UdYt80/YUr0sIO937kQ81GQSja6Ny5Mzp37pzjdneLtq+++grt2rVD9erVvcYtWbKkV3s3wDHAk+2jwuXLl1G+fHkADv/hBQsW4Pr16+jSpQtat26d6/hZ6H6kW69ePRw7dgytWrVC165dkZ6ejh49euDAgQOoUaOGaR0jhBBCSPHE/fWnN27cyHXMpKQkfPvtt+jTp4903+PHj6NSpUqoXr06oqOjcebMGY99li9fjgoVKqBevXoYPXo0rl69qqs/hw8fRrVq1VCxYkXUrl0b8fHxaNasGWbMmIF58+ahXbt2Ho+oc4PuGT4ACA0Nxb/+9S/TOkEIIYSQwoWmaaZ78GbFc3/71bhx4zB+/PhcxV66dCmCg4OFj36z07x5cyxZsgR33XUXLly4gAkTJqB169Y4cuQIgoODAQDPPPMMqlatikqVKuHQoUMYOXIkEhISdLmEjBgxAvXr18fy5cvxySef4NFHH8UjjzyCBQsWAABee+01vPPOO+jWrZvhY86OoVeribDZbAgICECVKlVYvEEIIYQQw5w9exYhISHOZTPGFYsWLUJ0dLT0Va3ZHxE3aNAAzZs3R9WqVfH55587Zwf79evn3Kd+/fqIiIhAVFQUTp48qfy0c8+ePdi0aRMaNGiAhg0bYv78+ejfvz98fBwPX1977TVjnsI5oHvAd8899zi1BVkj8exaA19fXzz11FOYN2+eqe+/zRPs/3wAD72KIa2Qgq5Mat4sSK5iiCzT+YkNa2U6GZHWxnsMJW2agkGqKVo7Izo/oR+qJLdpZsDueVXySHR+Cv6u1p0372HFpuPuixLzZmFc79tV+qamy5TfY9K+qPzOKOgLTcmj9B01QeencI/JzJtFbWTmzaI2MvNmUW6ZebMjt0znp1/H6NHXIma8HBIS4jLgyy3bt29HQkICPvvsM91ty5QpgzvvvBMnTpzIcZ/mzZsDcLyFTHXAd+XKFacGMCgoCKVLl0bZsmWd28uWLYu///5bd39zQreGb/Xq1ahVqxbmz5+PgwcP4uDBg5g/fz7uuusurFixAgsXLsSmTZvw1ltvmdZJQgghhBQwCoAtiyoLFy5EkyZN0LBhQ91t09LScPLkSUREROS4T5Z9ird9RKgUF5mF7hm+t99+G//+97/RqVMn57r69evjjjvuwJgxY/DTTz+hdOnSeP311/Hee++Z2llCCCGEkCzS0tJcZt5Onz6N+Ph4lCtXDlWqVAHgKABZtWpVjq9+jYqKQvfu3TFw4EAAwPDhw9GlSxdUrVoV58+fx7hx41CiRAn06tULAHDy5EmsWLECDz/8MMqXL49Dhw5h6NChaNOmDRo0aKCr/88//7zzcfX169fxyiuvOI2XzShUyY7uAd/hw4dRtWpVj/VVq1bF4cOHATge+7p73xBCCCGkCGHFq9B0xtu7d6+LB/CwYcMAADExMViyZAkAYOXKldA0zTlgc+fkyZO4dOmSc/mPP/5Ar169cPnyZdx2221o1aoVdu3ahdtuuw0A4Ofnh40bN2LmzJlIT09H5cqV0bNnT91PNmNiYlyWe/fu7bHPc889pyumN2yazhKbRo0aOcWFfn5+AICbN2+ib9++OHjwIA4cOIAdO3agd+/eOH36tGkdtZLU1FSEhoYi8oGa8ClZwrFSphkT7CPzTROuUpm+NaCxkmuSFPRSBtqIfd68x1HzSZMEVtLaKbQz4XqY9V0x0jczrrux48mr8ya/ptKuGMhjSPNq6Hqp3Jcq50D//SK/L835PVOL6/0Ylb4rspgG83i20X/MKjE8H/V5z3Hr2k3sGLIOKSkppmrfRGT9m3nnU/VRwq+EqbEzMzJx7LPDeXIcxQ3dM3yzZ8/GY489hjvuuMM5dXn48GFkZmbim2++AQCcOnUK/fv3N7enhBBCCCk4FADjZaKO7gHf/fffj9OnT2P58uU4duwYAOCJJ57AM8884/SnefbZZ83tJSGEEEIIMYwh4+Xg4GDDLwkmhBBCSBGBM3KFBkMDvuPHj2Pz5s24ePEi7G7eP2PHjjWlY4QQQgghxBx0D/gWLFiAV199FRUqVEB4eLiLsNRmsxXqAV/218S4m5uaZQYsM0QVC3M9HFDleSSJVQyRZebNjjiSFcLjcTdRlQUVmZt67OGZxcMU1rMnhkyUJddDZPBqinG0QnGLpxmwe16VPG7ffaXjkffNnPMmz+P5vXVfFOTx+A66x/RsYugceJwC9xXye0zFSFpaIKNgomxGHkDQf4Vj9rwP9RdgycybHam9mxuLv1/6DJEdub3/eyK+L93vQ+95zC6WVcHKV6sR89E94Js8eTLefvttjBw50or+EEIIIaQwwKIN09i+fTvmzZuHkydP4osvvsDtt9+OTz75BJGRkWjVqpUpOXS/aeOvv/7CE088YUpyQgghhJDizH//+1906tQJgYGBOHDggNNwOSUlBVOmTDEtj+4B3xNPPIHvv//etA4QQgghhBRXJk+ejLlz52LBggXw9fV1rm/ZsiX2799vWh7dj3Rr1qyJMWPGYNeuXahfv75L5wBg0KBBpnUuz7H/84Hiy+BlOj8DmjFDWiGFl9t75BGkker8lPRS8hfIy/U4Iq2N9xhK2jQDOj+xwat+PaFUr2aWvlCiqRK9DF6q81O4hmrH471v5p0372E9vrOCfTx0fqIbxoC2Tm6M7dlGpnkTHY60Lyq/MwpaO1P0hAaOWax5lfyuKNxj7jo/kZ5MpvMTaVFlOj/RfSnV+bnHcCugJIWHhIQEtGnTxmN9aGgokpOTTcuje8A3f/58BAUFYevWrdi6davLNpvNVrgHfIQQQghRowC8Wq0oEB4ejhMnTqBatWou63/44QdUr17dtDy6B3yF5XVphBBCCCEFnb59+2Lw4MFYtGgRbDYbzp8/j507d2L48OEYM2aMaXkM+fARQgghpJjDKl1TGDVqFOx2O6KionD16lW0adMG/v7+GD58OF577TXT8hga8P3xxx9Yu3Ytzpw5g4yMDJdt77//vikdI4QQQggp6thsNvzrX//CG2+8gRMnTiAtLQ1169ZFUFCQqXl0D/ji4uLw2GOPoXr16vj1119Rr149/Pbbb9A0DY0bNza1c3lOdj2CghmwTEAuMjc1o0jAkDhcZt4syuO+XVBRIhP4iwXyEtG5gqheat4siGOksMMsw21pgYLIC1j2/TJSUGLIDFjQRJrHwP2iIvg35bzJ88jMmx2rJIUdBooplM6BUiGO93tMpThMqejBjMIOA4VqKscsNW9W6IvYRNl7YYf4vnSLITFvFq2TmTfb7Xk/NUYJn7n4+fmhbt26lsXXbcsyevRoDB8+HIcPH0ZAQAD++9//4uzZs2jbti39+QghhBBCdBAbG4tFixZ5rF+0aBGmTp1qWh7dA76jR4/iueeeAwCULFkS165dQ1BQECZOnGhqxwghhBBSgMma4jP7U8yYN28eateu7bH+7rvvxty5c03Lo3vAV7p0aaduLyIiAidPnnRuu3TpkmkdI4QQQkgBRrPoU8xITExERESEx/rbbrsNFy5cMC2PsoZv4sSJeP3113Hffffhhx9+QJ06dfDwww/j9ddfx+HDh/Hll1/ivvvuM61j+YFmB7QsHYS7/kvphesSM1pHILdFazRjhrRCMn2UKI8ksYpuTmbe7IgjWSE8HhN0fgrnyQzDbZU8UhNiQRND+kJDZsDueVXyGLhfVPRfppw3eR6Zzk/tN8M9pmcTQ+dAqsuU32NmmCo7VnnPbZqe0MAxS3V+StfDXWsn+J2U6fyE3y/vbTxiFMOZsaJC5cqVsWPHDkRGRrqs37FjBypVqmRaHuUB34QJE/DKK6/g/fffR1pamnNdWloaPvvsM9SqVYsVuoQQQkhxgbYsptC3b18MGTIEN2/eRPv27QE4CmRHjBiB119/3bQ8ygO+rL9Qsrs+ly5d2tTny4QQQgghxYk33ngDly9fRv/+/ZGRkQFN0xAYGIiRI0di1KhRpuXRZcsiLDcnhBBCSPGDviymYLPZMHXqVIwZMwZHjx5FYGAgatWqBX9/f1Pz6Brw3XnnndJB35UrV3LVofwk+3fXpqQzkej8FDRjSi+Dt0AzZkgrpPBye6mXnyC5im5OpvMT+5eZoPMT+mPJ+ivw7jLBf1Elj1SvZpa+0JA3nHtelTwG7hep3sus8+Y9rNiD0n1R5TfDPa737Sp9U9Nlyu8xM3R+Ir9Sqc7PSB4DxyzWvEp+VxTuMZmXn6iNzMvPXgwHSkWNM2fO4PLly8jIyMCpU6ec6x977DFT4usa8E2YMAGhoaGmJCaEEEJI4YUTfOZw6tQpdO/eHYcPH4bNZnP+AZA16M/MzDQlj64B39NPP42KFSuakpgQQgghpLgzePBgREZGIi4uDpGRkdi9ezeuXLmC119/He+9955peZQHfNTvEUIIIcQJq3RNYefOndi0aRMqVKgAHx8flChRAq1atUJsbCwGDRqEAwcOmJJH2XhZ6A9HCCGEkOIJ37RhCpmZmQgODgYAVKhQAefPnwcAVK1aFQkJCablUZ7hs9vtpiUtsNg1xweiogaBeF8qLBa0kb5wXSD4l70M3qIiAUPicIWX20sLOwQVJTKBv1ggb0Zhh8hE1XsMJdNhiwy3pQUKIi9g2ffLSEGJITNgQRNpHgP3i4rg35TzJs8jM292rJL9Zoj65n0fpXOgVIhjQmGHSgGZgomyKXkMHLPUvFmhL6J7TFbY4VEIYhf92JLCQL169XDw4EFERkaiefPmmDZtGvz8/DB//nwXK7zcokvDRwghhBACgI90TeKtt95Ceno6AMdbzR599FG0bt0a5cuXx2effWZaHg74CCGEEELykEOHDqFevXrw8fFBp06dnOtr1qyJX3/9FVeuXEHZsmVNrZ9Q1vARQgghhGRBCZ9xGjVqhEuXLgFwvMHs8uXLLtvLlStnerEsZ/iyodm1/+kgFHRZMp2fu8ZP2EZm3gxIdX5KL4O3SDNmSCsk00eJ8kgSq+jmDOn8VPQ4MvNmQRwl02ELDLdV8khNiAVNDOkLDZkBu+dVyWPgflHRf5ly3uR5ZDo/td8M95ieTQydAxN0fip9UTI3luj8TMsj1aKKrrtE56d0Pdy+xwrmzaTgUqZMGZw+fRoVK1bEb7/9lid1EhzwEUIIIcQAFPEZpWfPnmjbti0iIiJgs9nQtGlTlChRQrhv9rdu5AYO+AghhBBC8pD58+ejR48eOHHiBAYNGoS+ffs6rVmsggM+QgghhOiHE3y54qGHHgIA7Nu3D4MHD+aALy/JruFT05l412UJ20h0fkp5lF64LtEtKWhgzNCMGdIKKbzcXurlJ0huSOcnaCPV+Qmvu0TnJ/JslF4zgXeXCf6LKnmkejWz9IWGvOHc86rkMXC/SPVeZp0372HF2lT3RZXfDPe43rer9E0YV0HzJv39NfBdEfmVSnV+RvIoaVElXn6iQLK+5YcPHwd8uebmzZs4c+YMEhMTLR/wsUqXEEIIISQf8PX1xaFDh/IkFwd8hBBCCNEPfVlMoXfv3li4cKHlefhIlxBCCCEkn7h16xYWLVqEjRs3okmTJihdurTL9vfff9+UPBzwEUIIIUQ/VkzIFb8JPhw5cgSNGzcGABw7dsxlm5nmyxzwuaNl/Z9c5CwXFsuF+DLzZkChsEOUR/rCdYHgX/YyeIuKBAyJwxVebm9KYYeSEa7EvFm00mMfgdm05JopmQ5bZLgtLVAQeQHLvl9GCkoMFQkImkjzGLhfVAT/ppw3eR6ZebNjlew3Q9Q3+T7Swg4DRQ7CwggDeaS/cUrm+QbyKBUfSQo73AuN8qNog5jC5s2b8yQPB3yEEEIIMQCn+AoTHPARQgghhOQTEydO9Lp97NixpuThgI8QQggh+qEPnymsXr3aZfnmzZs4ffo0SpYsiRo1anDAZwWaXfufXkZBXyTT+anpTOS6LJnOz13jp5RH6YXrEjNaz67IzZtFbRQ0YzLdjFjXaoLOT+AcLdN7iY1wJRokBfNcqXmzII6S6bAFhtsqeaQmxIImhvSFhjRj7nlV8hi4X1T0X6acN3kemc5P7TdDFFdn30RxDGje1MzzdS5DrvMzLY9Ui+qWl8bLhZYDBw54rEtNTcXzzz+P7t27m5aHPnyEEEIIIQWIkJAQTJgwAWPGjDEtJmf4CCGEEKIbTdPET3FyGZM4SElJQUpKimnxOOAjhBBCCMknZs2a5bKsaRouXLiATz75BJ07dzYtDwd82ciu4TOi/3DXF3lo/Bwr3dqo5PGuyxK2kej8lPIovXBdoltS0MCYoRlTuz6CfWQ6P5Ge0GOFXIcp90XzbCPV+QmPR6LzU/CGlHrFwRz/RZU8Ur2aWfpCQ5ox97wqeQzcL1K9l1nnzXtYsTbVfVG/zs/QvavQRqZ5E8VV8RWUfVdEfqVSnZ+RPO7b82NmjBo+U5gxY4bLso+PD2677TbExMRg9OjRpuXhgI8QQgghJJ84ffp0nuRh0QYhhBBCSB6zc+dOfPPNNy7rli1bhsjISFSsWBH9+vXDjRs3TMvHAR8hhBBCSB4zceJE/Pzzz87lw4cPo0+fPujQoQNGjRqFr7/+GrGxsabl44CPEEIIIbrJqtI1+1NciI+PR1RUlHN55cqVaN68ORYsWIBhw4Zh1qxZ+Pzzz03LRw1fDnh850wS/EoLO4QvdpflkQvxZebNgEJhhyiP9IXrAsG/7GXwFhUJGCvskAvipebNguQqAn9ZYYfYsFZW2CEoQpFcMyXTYYsMt6UFCqIaAdn3y0hBiaEiAUETaR4D94uK4N+U8ybPY6iwQ1gM5h7X+3Zh/xTayAo71Mzz5Xmkv3FK5vnel2m8XPj466+/EBYW5lzeunWrS1Vus2bNcPbsWdPycYaPEEIIISSPCQsLcxZsZGRkYP/+/bjvvvuc2//++2/4+vqalo8DPkIIIYToR7PoU0x4+OGHMWrUKGzfvh2jR49GqVKl0Lp1a+f2Q4cOoUaNGqbl4yNdQgghhJA8ZtKkSejRowfatm2LoKAgLF26FH5+fs7tixYtQseOHU3LxwFfNrwZLwu1NRKdnxH9h0hfJNP5qeWR67JkOj93jZ9SHiUjVokZrWdX5ObNojZGdH4qWiEFfZRU5ycQGMr0XmK9lOQ7qKCxkpo3C+IomQ5bYLitkkdqQixoYkhfaEgz5p5XJY+B+0VFZ2bKeVMIq2AgLtcGe7aR/7bK+6ZmuO39HlPRCqt8V2Q6P/c8+aPh08w3fC5GRRsVKlTAtm3bkJKSgqCgIJQoUcJl+6pVqxAUFGRaPg74CCGEEELyidDQUOH6cuXKmZqHAz5CCCGE6IYTfIULFm0QQgghhBRxOODLhmbXdH2cf97k8GeO+2ZN88wBt49aXrh8hOaVhvLA5ePRRmiS6XYKVPK4t3FfIegv7HD5eMYUmHe6nyeVc+uWR9QX3d8LQV888gjaeF5T79dH3Fe4feTfDc++iT5ufZV8l4T9lZ0jhWvmeb2M5ZF+vwx+V6Qfj2su+s3Qf92NHU9enTcD31u3rghPlDSmOX2TXjOFuHr/rRH9xhWI6tacrkWuPvq6sG3bNnTp0gWVKlWCzWbDmjVrXLbbbDbh59133/Ua99y5c+jduzfKly+PwMBA1K9fH3v37v3foWsaxo4di4iICAQGBqJDhw44fvy4vs7nMRzwEUIIIUQ/okGnGR8dpKeno2HDhpg9e7Zw+4ULF1w+ixYtgs1mQ8+ePXOM+ddff6Fly5bw9fXFunXr8Msvv2D69OkoW7asc59p06Zh1qxZmDt3Lnbv3o3SpUujU6dOuH79ur4DyEOo4SOEEEJIoaRz584ub6dwJzw83GX5q6++Qrt27VC9evUc20ydOhWVK1fG4sWLnesiIyOd/61pGmbOnIm33noLXbt2BQAsW7YMYWFhWLNmDZ5++mmjh2MpnOEjhBBCiG6snOBLTU11+dy4cSPX/U1KSsK3336LPn36eN1v7dq1aNq0KZ544glUrFgRjRo1woIFC5zbT58+jcTERHTo0MG5LjQ0FM2bN8fOnTtz3U+r4ICPEEIIIQWKypUrIzQ01PmJjY3NdcylS5ciODgYPXr08LrfqVOnMGfOHNSqVQvr16/Hq6++ikGDBmHp0qUAgMTERABweQ9u1nLWtoJIgX6kGxsbiy+//BK//vorAgMDcf/992Pq1Km46667nPtcv34dr7/+OlauXIkbN26gU6dO+OijjzwuhBLZii88ajAMmGmqvNzeI4+g+ENq7KlgWKspvLBcnkduDiwzbwY8DZyV8kiNWPW/dN6xynwzYBXjVal5MyA4Rs3rZlFyFUNkTyNc1zYq32OZeTMguqfkZuCecU0w3DaQR+gfLjm3KkbfKga8UjNg4b0sy6P/flEyLlb4HivdlzJDZAUDcelvhjCu9+0qfVMz3JbfY9K+FHHj5bNnzyIkJMS52t/fP9ehFy1ahOjoaAQEBHjdz263o2nTppgyZQoAoFGjRjhy5Ajmzp2LmJiYXPcjvyjQM3xbt27FgAEDsGvXLmzYsAE3b95Ex44dkZ6e7txn6NCh+Prrr7Fq1Sps3boV58+fl47eCSGEEFJwCQkJcfnkdsC3fft2JCQk4KWXXpLuGxERgbp167qsq1OnDs6cOQPgf7rApKQkl32SkpI8NIMFiQI9w/fdd9+5LC9ZsgQVK1bEvn370KZNG6SkpGDhwoVYsWIF2rdvDwBYvHgx6tSpg127duG+++7Lj24TQgghRR8r7GAsmqhcuHAhmjRpgoYNG0r3bdmyJRISElzWHTt2DFWrVgXgKOAIDw9HXFwc7rnnHgAOzeHu3bvx6quvmt53syjQM3zupKSkAPjf60b27duHmzdvuggna9eujSpVqngVTt64ccNDEEoIIYSQwkVaWhri4+MRHx8PwFFQER8f75yNAxyDsVWrVuU4uxcVFYUPP/zQuTx06FDs2rULU6ZMwYkTJ7BixQrMnz8fAwYMAOCQawwZMgSTJ0/G2rVrcfjwYTz33HOoVKkSunXrZtmx5pYCPcOXHbvdjiFDhqBly5aoV68eAIdw0s/PD2XKlHHZVyacjI2NxYQJEzzWa3btf/oSd32RkiZJsixYp/Jye5nOz4j+Q6Qvkun81PLIdVkynZ+7xk8pj1Bk5b2NI65EtyS4iDKdn4p2y5BWSEG7JdX5CQSGMr2XWC8l+Q4qaKzceyeUAsm+T6J7zAJdpkoeqVZN0MSQvtCQZsw9r0oet/OodDyeu1ijj5Tn8dSmiprItMGivnnfR+kcyHSZgPR33r0fQj2rxVgo4VNm7969aNeunXN52LBhAICYmBgsWbIEALBy5UpomoZevXoJY5w8eRKXLl1yLjdr1gyrV6/G6NGjMXHiRERGRmLmzJmIjo527jNixAikp6ejX79+SE5ORqtWrfDdd99J9YH5iU3Lj2+JAV599VWsW7cOP/zwA+644w4AwIoVK/DCCy94lGvfe++9aNeuHaZOnSqMdePGDZc2qampqFy5MsJqR8CnxD+Tnh7/0Ch0UqWNbB+lRApNJD924kGJLI9CG6VzIGkjTG4gj0cMlf67N1EIbOTcKlx3Q98N6WBAJY9CXgN/uCj9QeTRRna/yNtI+wHRwMuaPPIBn0IcpTbe+2bkvjR0PCpxRRi5Lw30X9oV037zZN8v+TmR3WOZN27h8NQfkZKS4lLsYAWpqakIDQ1F5WbV4FPS3AeF9lt2nN3zW54cR3GjUMzwDRw4EN988w22bdvmHOwBDuFkRkYGkpOTXWb5ZMJJf39/Uyp+CCGEEEIKAwVaw6dpGgYOHIjVq1dj06ZNLk7XANCkSRP4+voiLi7OuS4hIQFnzpxBixYt8rq7hBBCSPHBSudlYjoFeoZvwIABWLFiBb766isEBwc7dXmhoaEIDAxEaGgo+vTpg2HDhqFcuXIICQnBa6+9hhYtWhiq0HXV8LltVHk8q6RJ0rnsmcZTWyPKo1P/Icot9fJzrDSQx/0RiIKPnUTnp5THgM5PSbdkkTecIa2QTB8lyiNJrKL3knn5OeJIVgiPR3JPKXhDqjzWNkOXaZ0nneTcKj2ede+GvG9KekkzdH4Gvsdm5ZHp/NR+M9xjejYxdA5k18z9NzA/fPhIoaJAD/jmzJkDAHjggQdc1i9evBjPP/88AGDGjBnw8fFBz549XYyXCSGEEGIdmqaZXixSSMoKCiUFesCncuEDAgIwe/ZszJ49Ow96RAghhBBS+CjQGj5CCCGEEJJ7OOAjhBBCCCniFOhHunmNVz2CoQIMgaBcKkLXn0fF90lm3iyKo2YOLCnsEL7YXZZHLsSXmTcDJhV2KJgBKwnvLTADNiQOVxDrS82bBclVBP6ywg5D/mVKhuj6i1DcV5hViGONCbGBghJDRQKCJmYUdigVqnns4dnIUEGM97Bi03H3RZXfDPe43rer9M1jOb+0b5TcFRo44COEEEKIbli0UbjgI11CCCGEkCIOZ/gIIYQQoh8rjJI5wWcZHPBlI7vxspKBsEcAt2UlPZ7cHFiq8zNk9Ckyn/W+QiRnkZsDC/JINC9qeeS6LFN0fgo6TJl5syOuRIdlkRmwIa2QgnZLqvMT3DAyvZdYLyX5Diq9E1rFEF2/JlGq8zPLRNkUE2ID+kIV42IzdH5G7heV31ZT9JHyPDLzZscq2W+GqG/e9/HoG42XiQQO+AghhBCiH00zv1iEGj7LoIaPEEIIIaSIwxk+QgghhOiGE3yFCw74suFSYq6gsbBE52fAK06sSdKfR6aPEuaR6PzUvOLc8ii8sFwtT+51fu4aP2EbBR2mTOenpMOyyBtOt1ZItJPEy0+0i9TLT5RG4XikOj/h8cj8MfVrEkWJzNBlWudJZ0BfaILOT8kX0cj9ovLbaoo+Up5HpvNT+81wj+m2TA0fkcBHuoQQQgghRRwO+AghhBBCijh8pEsIIYQQ/VDEV6jggI8QQgghuuF4r3DBAV82NA3Q7P8siMS6Hg3clhXE7tLCDkMFGHJzYKl5s0IelZfby8ybRXHUzIElhR1Cw1dJHsFO7gJy8fXyXtihlEfphesSobrQ4NV8M2C1whvJDoC0sEN4x8kKO5QE8nIDcXlhh4ohuv4iFPcVZhXiWGNCbKSgRLDOoyvy74qSEbaR+0X622NWQYz3sGLTcfdFyW8GizaIBA74CCGEEKIfTvEVKli0QQghhBBSxOEMHyGEEEJ0wwm+wgUHfNnQ7Nr/tGEKOjmpzk9Bj2eJebNonYI5sFTnZ0TLJXoxukTnp6R9VNAXmaLzUzDclZk3Awo6PwUdpsy82RFXosOyyAxYTYfpscatI55tpDo/wQ0j03uJ9VKS76CCxkpq3iyIo6RNs0CXaZ0JsQGdn8Lvisy82ZFblsfA/aLy22qKPlKeR2bezIESkcEBHyGEEEL0wym+QgU1fIQQQgghRRwO+AghhBBCijh8pJsdTRP7YAGK/ngK/liyuAraJ1N0fga84sSaJP15ZPooYR6Jzk/NK06/zk9NTyj3X5Pp/Nw1fkp5lF64LvEm8+yK3MtP1Ebhuy/XYXqmkeqjRHkkiVX88WRefo44khXC45H5Y+rXJIoSmaHLNMWTTiW3io+gwu+KTOen5Ito5H5R+W01RR8pyZMPPnx8olu44AwfIYQQQkgRhzN8hBBCCNEPp/gKFZzhI4QQQggp4nCGjxBCCCG64QRf4YIDvmxodg3I0XhZJYBCGwsKO5QKC2QxBXFVjEulhR0qxqVKJqSSwg7Br4QZhR0eRR2OlQbyeC8cEF8v74UdSnkUzKcNvXTeAjNgtesj2QGQFnYI7zhZYYfwHvN+PCrfY5l5MyAv7FAqRrCoEMeUwg4D3xUjvyseRR2CvikZYRu5X6T/nuT+vGn5ULRBChcc8BFCCCFEP5ziK1RQw0cIIYQQUsThDB8hhBBCdJNNBGVqTGINHPBlQ8s+PW2CFk2cRBZDwRBVFlMQ1xLzZtE6BXNgqc7PiJZLZKpshs5PQV8kM29WyyM33JWZNwMKOj8FHabMvNkRV2Lsa5EZsNr18Vjj1hHPNlKdn+CGkem9PDR+gjwq32OZzk9siK5fkyjV+RnR2gnbya+H9PtlxDha4XdFZt7syC3LY+B+UfltlfXNLohhNXykW6jgI11CCCGEkCIOZ/gIIYQQoh8+0y1UcIaPEEIIIaSIwxm+bDh8jP4RQojf5O7WwG3ZgGZEGlMY13wvP1FYU3R+BrzixJok/XnM0PkpeRwq6ItkOj+1PHL/NZnOz13jp5RHwYvQ0EvnLfKGk18fzzRSfZQojySxij+ezMvPEUeyQng8Mn9M/ZpEUSJTdH4GrofS98uIvlDhd0Wm81PyRTRyvxjRjFuMpmni+zaXMYk1cIaPEEIIIaSIwxk+QgghhOiHGr5CBWf4CCGEEEKKOJzhI4QQQohutH/+Z3ZMYg0c8GXDYbycteC2USiqlahmTSo+kMZVKIwwo7BDqbBAFlMQV8W4VFrYoWQKLdhFJqYW9V9S2CE8JxJBufBHTlLYIc7jvXBAfL28F3Yo5VEwnzb00nkLzIDVro9kB0D6GyG842SFHcJ7zPvxiE17ZYUdKobo+otQjBR2GDJRVrgeSt8vIwUlkt8Vj6IOQd+UjLB13i+OosN8gOOzQgMf6RJCCCGEFHE4w0cIIYQQ3fDNaoULzvARQgghhBRxOMOXDRcNhCEtnYKbrjSGYB8rdH4quhlZTEFcS8ybResUzIHN0Pmp6KNk5s2iODJzYEcbic5PQVYqM1V2rJJp3ARtZDo/BR2mzLzZEVei/7JIM6Z2fTzWuHXEs41U5ye4YWR6Lw+NnyCPigm5TOcnNkTPvc7PLMNtqc5PJJOVfb+M6AsVfmdk5s2O3LI8bivsgrxWwym+QgVn+AghhBBCijic4SOEEEKIbjjBV7jgDB8hhBBCSBGHM3zZ8KrhU9F/eQQUtbFA52da39yXzffyE4U1RednxCsOCjo/I55tIi2aROen5HGooC+S6fzU8sh1WTKdn7vGTymPghehoZfOW6QZk18fzzRSXZkojySxim5O5uXniCNZITweE3R+CufJDP9FlTxSLz9BE0P6QoXfGZnOz+M85osPH9+tVpjggI8QQggh+rHgkS7He9bBR7qEEEIIIUUczvARQgghRD+s2ihUcIaPEEIIIaSIwxm+bGia5tQPKGipDQlxPZMqJJIVduRZ30R5zC/sUCoskMUUxDVS2CEWoevPIxPEC/NICjuE50QiKPco6nCsNJDHuxBffL28F3Yo5VEwn9b70nnHKvOLBNSuj2QHQPobIbzjZIUdwnvM+/GomJAbKuxQMAOXmirDHMNtlTzSwg6zCkokvyvuRR35MTGmWVCzwQk+6+AMHyGEEEIKJdu2bUOXLl1QqVIl2Gw2rFmzxmW7zWYTft59912vcc+dO4fevXujfPnyCAwMRP369bF3717n9ueff94j5kMPPWTFIZoGZ/gIIYQQop8CoOFLT09Hw4YN8eKLL6JHjx4e2y9cuOCyvG7dOvTp0wc9e/bMMeZff/2Fli1bol27dli3bh1uu+02HD9+HGXLlnXZ76GHHsLixYudy/7+/rr6ntdwwEcIIYSQQknnzp3RuXPnHLeHh4e7LH/11Vdo164dqlevnmObqVOnonLlyi6DucjISI/9/P39PeIXZDjgy4aLHkFBwyOV3xnQZYg7JklkhnmzaJ0phsgKuhlZTEFcU8ybBXFV+i/V+Rk4tyr6KJl5syiOzBzY0Uai81OQlcpMlR2rZBo3QRuZzk/h+sjMmx1xJfovizRjatfHY41bRzzbSHV+ghtGppvz0PgJ8hjT+akYous3m3ZfYZbhtlTnJ5LJyr5fRvSF7sv5YLxsRcasmKmpqS7r/f39cz2DlpSUhG+//RZLly71ut/atWvRqVMnPPHEE9i6dStuv/129O/fH3379nXZb8uWLahYsSLKli2L9u3bY/LkyShfvnyu+mgl1PARQgghRD8a/vdY17SPI3TlypURGhrq/MTGxua6u0uXLkVwcLDw0W92Tp06hTlz5qBWrVpYv349Xn31VQwaNMhloPjQQw9h2bJliIuLw9SpU7F161Z07twZmZmZue6nVXCGjxBCCCEFirNnzyIkJMS5bIY+btGiRYiOjkZAQIDX/ex2O5o2bYopU6YAABo1aoQjR45g7ty5iImJAQA8/fTTzv3r16+PBg0aoEaNGtiyZQuioqJy3Vcr4AwfIYQQQnSjaZolHwAICQlx+eR2wLd9+3YkJCTgpZdeku4bERGBunXruqyrU6cOzpw5k2Ob6tWro0KFCjhx4kSu+mklnOHLhqbZndoWD18uoYhPonkR5JDq/FT0Xx79UEhkhs7PtL65L5vv5ScKa0jnp6THk3jFQUHnZ8SzTaRFk+j8lDwOFfRFMp2fWh65Lkum83PX+CnlUfAilHr5eXZF7uUnaqPw3ZdfH8800h8jUR5JYhXdnCGdn7CN996J/TEl/VU4T2b4L6rkkXr5CZpI8+aDhq8wsXDhQjRp0gQNGzaU7tuyZUskJCS4rDt27BiqVq2aY5s//vgDly9fRkRERK77ahWc4SOEEEKIfjSLPjpIS0tDfHw84uPjAQCnT59GfHy8y2xcamoqVq1alePsXlRUFD788EPn8tChQ7Fr1y5MmTIFJ06cwIoVKzB//nwMGDDAmfONN97Arl278NtvvyEuLg5du3ZFzZo10alTJ30HkIdwwEcIIYSQQsnevXvRqFEjNGrUCAAwbNgwNGrUCGPHjnXus3LlSmiahl69egljnDx5EpcuXXIuN2vWDKtXr8ann36KevXqYdKkSZg5cyaio6MBACVKlMChQ4fw2GOP4c4770SfPn3QpEkTbN++vUB78dk04XOH4kVqaipCQ0MRULYUbD7iR7oqj0RVHlV47iKzLJDvI7KMkD8OkPfN8xGJZxr5PiL7ByN53Bdzf96EuSXbhatU+i/La+TcKiVSaCL7fik9cjPQxsB1l14vo3k8Yqh8d9ybKASW3pfyNka+O9KYwnW5vz6ifQw90jXjnjLpPEmvmUXXQ5Y3MyMTCf85iJSUFJdiByvI+jczODzU+W+mWWh2DX8npuTJcRQ3OMNHCCGEEFLEYdFGNjRNA+z/LEhEw45d3AS/HsJcBZGz+2ZD5sCCNu6oJJL9FZpnfRPlkYvbjcS1pLBDaSZRRYSuP49s9kSYR1LYITwnktkHj6IOx0oDedxnbWTmzZ6dk5o3i/IomE9LCzuEE1fu1yP3RQJq10eyAyD9jRDecWYUdgjaSGcBhdddck8pmIFLTZVhjuG2Sh5pYYf7ec2Pog0DmjulmMQSOOAjhBBCiG60bEbJpsYklsBHuoQQQgghRRzO8BFCCCFEP3ykW6jggC8b2aeSPWQaSlVtblookf5DpvPTL61RrOwT7KM3kRnmzaJ1pujmFHQzBuIqGQjLYgriqvRfqvMzcG5VKjpl5s2iODJzYEcbic5PQVYqM1V2rJJp3ARtZDo/hesjM292xJXovyzSjKldH481bh3xbGOKzk94j3nX+RmpNhf1TqbzU9Ekuq8wy3BbqvNzb2IHIV7hgI8QQgghuqGGr3BBDR8hhBBCSBGHM3yEEEII0Y0Vc3Gc37MODviyodm1/8kkVORqMombgleU1MtPmMhbxH92MeQVJ1inN5EZOj/T+ua+bEDnpxDXEi8/0TqZVxwUdH5GPNtEWjSJzk9J+6igRZPp/NTyyHVZMp2fu8ZPKY+CF6HUy8+zK3IvP1EbBc2Y/Pp4pjFF5ye4YWQ6Pw+NnyCPoTd6KPlj6tckSnV+CppXqZcfH4USCUXmke7s2bNRrVo1BAQEoHnz5vjpp5/yu0uEEEJI0UXTrPkQSygSA77PPvsMw4YNw7hx47B//340bNgQnTp1wsWLF/O7a4QQQkiRhOO9wkWRGPC9//776Nu3L1544QXUrVsXc+fORalSpbBo0aL87hohhBBCSL5T6Ad8GRkZ2LdvHzp06OBc5+Pjgw4dOmDnzp3CNjdu3EBqaqrLhxBCCCE64BRfoaLQF21cunQJmZmZCAsLc1kfFhaGX3/9VdgmNjYWEyZM8Iz1x0WEhIRY0k9CCCHEKlJTUxH6WWh+d4MUYAr9DJ8RRo8ejZSUFOfn7Nmz+d0lQgghpFChWfQ/Yg2FfoavQoUKKFGiBJKSklzWJyUlITw8XNjG398f/v7+edE9QgghhJB8p9DP8Pn5+aFJkyaIi4tzrrPb7YiLi0OLFi3ysWeEEEJIEUcz+UMso9DP8AHAsGHDEBMTg6ZNm+Lee+/FzJkzkZ6ejhdeeCG/u0YIIYQQku8UiQHfU089hT///BNjx45FYmIi7rnnHnz33XcehRyEEEIIMQfhW14KYEziwKbx7Dqqm0JDkZKSwipdQgghhY68/HcsK5d/mUDhKxFzg6ZpuJF8jf8eW0CRmOEjhBBCSN5ixXQRp6CsgwM+QgghhBjAitEZR3xWUeirdAkhhBBCiHc4w0cIIYQQ3fCRbuGCM3yEEEIIIUUczvARQgghRD+c4itUcMCH//n+pKam5nNPCCGEEP1k/fuVp05rGsx/9y3He5bBAR+Ay5cvAwAqV66czz0hhBBCjHP58mWEhoZamsPPzw/h4eFITEy0JH54eDj8/PwsiV2cofEygOTkZJQtWxZnzpyx/EYpTqSmpqJy5co4e/YsDTRNhufWOnhurYPn1jpSUlJQpUoV/PXXXyhTpozl+a5fv46MjAxLYvv5+SEgIMCS2MUZzvAB8PFx1K6EhobyR8gCQkJCeF4tgufWOnhurYPn1jqy/j2zmoCAAA7KChms0iWEEEIIKeJwwEcIIYQQUsThgA+Av78/xo0bB39///zuSpGC59U6eG6tg+fWOnhurYPnlshg0QYhhBBCSBGHM3yEEEIIIUUcDvgIIYQQQoo4HPARQgghhBRxOOAjhBBCCCniFPsB3+zZs1GtWjUEBASgefPm+Omnn/K7S4WO2NhYNGvWDMHBwahYsSK6deuGhIQEl32uX7+OAQMGoHz58ggKCkLPnj2RlJSUTz0unLzzzjuw2WwYMmSIcx3Pq3HOnTuH3r17o3z58ggMDET9+vWxd+9e53ZN0zB27FhEREQgMDAQHTp0wPHjx/Oxx4WDzMxMjBkzBpGRkQgMDESNGjUwadIkl3e88tyqsW3bNnTp0gWVKlWCzWbDmjVrXLarnMcrV64gOjoaISEhKFOmDPr06YO0tLQ8PApSUCjWA77PPvsMw4YNw7hx47B//340bNgQnTp1wsWLF/O7a4WKrVu3YsCAAdi1axc2bNiAmzdvomPHjkhPT3fuM3ToUHz99ddYtWoVtm7divPnz6NHjx752OvCxZ49ezBv3jw0aNDAZT3PqzH++usvtGzZEr6+vli3bh1++eUXTJ8+HWXLlnXuM23aNMyaNQtz587F7t27Ubp0aXTq1AnXr1/Px54XfKZOnYo5c+bgww8/xNGjRzF16lRMmzYNH3zwgXMfnls10tPT0bBhQ8yePVu4XeU8RkdH4+eff8aGDRvwzTffYNu2bejXr19eHQIpSGjFmHvvvVcbMGCAczkzM1OrVKmSFhsbm4+9KvxcvHhRA6Bt3bpV0zRNS05O1nx9fbVVq1Y59zl69KgGQNu5c2d+dbPQ8Pfff2u1atXSNmzYoLVt21YbPHiwpmk8r7lh5MiRWqtWrXLcbrfbtfDwcO3dd991rktOTtb8/f21Tz/9NC+6WGh55JFHtBdffNFlXY8ePbTo6GhN03hujQJAW716tXNZ5Tz+8ssvGgBtz549zn3WrVun2Ww27dy5c3nWd1IwKLYzfBkZGdi3bx86dOjgXOfj44MOHTpg586d+dizwk9KSgoAoFy5cgCAffv24ebNmy7nunbt2qhSpQrPtQIDBgzAI4884nL+AJ7X3LB27Vo0bdoUTzzxBCpWrIhGjRphwYIFzu2nT59GYmKiy7kNDQ1F8+bNeW4l3H///YiLi8OxY8cAAAcPHsQPP/yAzp07A+C5NQuV87hz506UKVMGTZs2de7ToUMH+Pj4YPfu3XneZ5K/lMzvDuQXly5dQmZmJsLCwlzWh4WF4ddff82nXhV+7HY7hgwZgpYtW6JevXoAgMTERPj5+aFMmTIu+4aFhSExMTEfell4WLlyJfbv3489e/Z4bON5Nc6pU6cwZ84cDBs2DG+++Sb27NmDQYMGwc/PDzExMc7zJ/p94Ln1zqhRo5CamoratWujRIkSyMzMxNtvv43o6GgA4Lk1CZXzmJiYiIoVK7psL1myJMqVK8dzXQwptgM+Yg0DBgzAkSNH8MMPP+R3Vwo9Z8+exeDBg7FhwwYEBATkd3eKFHa7HU2bNsWUKVMAAI0aNcKRI0cwd+5cxMTE5HPvCjeff/45li9fjhUrVuDuu+9GfHw8hgwZgkqVKvHcEpKPFNtHuhUqVECJEiU8KhqTkpIQHh6eT70q3AwcOBDffPMNNm/ejDvuuMO5Pjw8HBkZGUhOTnbZn+faO/v27cPFixfRuHFjlCxZEiVLlsTWrVsxa9YslCxZEmFhYTyvBomIiEDdunVd1tWpUwdnzpwBAOf54++Dft544w2MGjUKTz/9NOrXr49nn30WQ4cORWxsLACeW7NQOY/h4eEeRYi3bt3ClStXeK6LIcV2wOfn54cmTZogLi7Ouc5utyMuLg4tWrTIx54VPjRNw8CBA7F69Wps2rQJkZGRLtubNGkCX19fl3OdkJCAM2fO8Fx7ISoqCocPH0Z8fLzz07RpU0RHRzv/m+fVGC1btvSwDjp27BiqVq0KAIiMjER4eLjLuU1NTcXu3bt5biVcvXoVPj6u/7SUKFECdrsdAM+tWaicxxYtWiA5ORn79u1z7rNp0ybY7XY0b948z/tM8pn8rhrJT1auXKn5+/trS5Ys0X755RetX79+WpkyZbTExMT87lqh4tVXX9VCQ0O1LVu2aBcuXHB+rl696tznlVde0apUqaJt2rRJ27t3r9aiRQutRYsW+djrwkn2Kl1N43k1yk8//aSVLFlSe/vtt7Xjx49ry5cv10qVKqX95z//ce7zzjvvaGXKlNG++uor7dChQ1rXrl21yMhI7dq1a/nY84JPTEyMdvvtt2vffPONdvr0ae3LL7/UKlSooI0YMcK5D8+tGn///bd24MAB7cCBAxoA7f3339cOHDig/f7775qmqZ3Hhx56SGvUqJG2e/du7YcfftBq1aql9erVK78OieQjxXrAp2ma9sEHH2hVqlTR/Pz8tHvvvVfbtWtXfnep0AFA+Fm8eLFzn2vXrmn9+/fXypYtq5UqVUrr3r27duHChfzrdCHFfcDH82qcr7/+WqtXr57m7++v1a5dW5s/f77Ldrvdro0ZM0YLCwvT/P39taioKC0hISGfelt4SE1N1QYPHqxVqVJFCwgI0KpXr67961//0m7cuOHch+dWjc2bNwt/W2NiYjRNUzuPly9f1nr16qUFBQVpISEh2gsvvKD9/fff+XA0JL+xaVo2+3NCCCGEEFLkKLYaPkIIIYSQ4gIHfIQQQgghRRwO+AghhBBCijgc8BFCCCGEFHE44COEEEIIKeJwwEcIIYQQUsThgI8QQgghpIjDAR8hhBBCSBGHAz5CiJQHHngAQ4YMye9uGOaBBx6AzWaDzWZDfHx8fnfHML/99pvzOO6555787g4hpBDBAR8hbmT9g5rTZ/z48fndRWVsNhvWrFmjtF/WJzQ0FC1btsSmTZus76BOnnrqKdx7773IzMx0rrt58yaaNGmC6Ohor2379u2LCxcuoF69elZ30zIqV66MCxcu4PXXX8/vrhBCChkc8BHixoULF5yfmTNnIiQkxGXd8OHD87uLlrB48WJcuHABO3bsQIUKFfDoo4/i1KlT+d0tFz766COcOXMG77zzjnPdpEmTcOHCBXz44Yde25YqVQrh4eEoWbKk4fwZGRmG25pBiRIlEB4ejqCgoHztByGk8MEBHyFuhIeHOz+hoaGw2WzO5fT0dERHRyMsLAxBQUFo1qwZNm7c6NK+WrVqmDJlCl588UUEBwejSpUqmD9/vss+P/74I+655x4EBASgadOmWLNmjcfjxiNHjqBz584ICgpCWFgYnn32WVy6dMm5/YEHHsCgQYMwYsQIlCtXDuHh4S6zj9WqVQMAdO/eHTabzbmcE2XKlEF4eDjq1auHOXPm4Nq1a9iwYYNw308++QRNmzZFcHAwwsPD8cwzz+DixYvO7Vu2bIHNZkNcXByaNm2KUqVK4f7770dCQoJLnK+++gqNGzdGQEAAqlevjgkTJuDWrVs59rF8+fKYP38+Jk6ciEOHDmHv3r2IjY3Fxx9/jLJly3o9PncyMzPRp08fREZGIjAwEHfddRf+/e9/u+zz/PPPo1u3bnj77bdRqVIl3HXXXQCAP/74A7169UK5cuVQunRpNG3aFLt37wYAHDx4EO3atUNwcDBCQkLQpEkT7N271xnzhx9+QOvWrREYGIjKlStj0KBBSE9Pd26/ceMGRo4cicqVK8Pf3x81a9bEwoULdR0bIYS4wwEfITpIS0vDww8/jLi4OBw4cAAPPfQQunTpgjNnzrjsN336dDRt2hQHDhxA//798eqrrzoHO6mpqejSpQvq16+P/fv3Y9KkSRg5cqRL++TkZLRv3x6NGjXC3r178d133yEpKQlPPvmky35Lly5F6dKlsXv3bkybNg0TJ050DtL27NkD4H8zd1nLKgQGBgLIeUbr5s2bmDRpEg4ePIg1a9bgt99+w/PPP++x37/+9S9Mnz4de/fuRcmSJfHiiy86t23fvh3PPfccBg8ejF9++QXz5s3DkiVL8Pbbb3vt22OPPYann34azz33HGJiYhATE4OHH35Y+diysNvtuOOOO7Bq1Sr88ssvGDt2LN588018/vnnLvvFxcUhISEBGzZswDfffIO0tDS0bdsW586dw9q1a3Hw4EGMGDECdrsdABAdHY077rgDe/bswb59+zBq1Cj4+voCAE6ePImHHnoIPXv2xKFDh/DZZ5/hhx9+wMCBA535nnvuOXz66aeYNWsWjh49innz5nFGjxCSezRCSI4sXrxYCw0N9brP3XffrX3wwQfO5apVq2q9e/d2Ltvtdq1ixYranDlzNE3TtDlz5mjly5fXrl275txnwYIFGgDtwIEDmqZp2qRJk7SOHTu65Dl79qwGQEtISNA0TdPatm2rtWrVymWfZs2aaSNHjnQuA9BWr14tPc7s+6Wnp2v9+/fXSpQooR08eNCZa/DgwTm237NnjwZA+/vvvzVN07TNmzdrALSNGzc69/n22281AM7jjoqK0qZMmeIS55NPPtEiIiKk/b1y5YoWGBiohYWFaSkpKdL9Zf3PYsCAAVrPnj2dyzExMVpYWJh248YN57p58+ZpwcHB2uXLl4UxgoODtSVLlgi39enTR+vXr5/Luu3bt2s+Pj7atWvXtISEBA2AtmHDBq/9HDdunNawYUPp8RBCSBbGxSyEFEPS0tIwfvx4fPvtt7hw4QJu3bqFa9eueczwNWjQwPnfWY+Esx55JiQkoEGDBggICHDuc++997q0P3jwIDZv3iyc2Tl58iTuvPNOjzwAEBER4fJoVQ+9evVCiRIlcO3aNdx2221YuHChR/ws9u3bh/Hjx+PgwYP466+/nLNbZ86cQd26dZ37ZW8fEREBALh48SKqVKmCgwcPYseOHS4zepmZmbh+/TquXr2KUqVK5djXTz/9FDabDZcuXcKvv/7qcf5UmT17NhYtWoQzZ87g2rVryMjI8Kh+rV+/Pvz8/JzL8fHxaNSoEcqVKyeMOWzYMLz00kv45JNP0KFDBzzxxBOoUaMGAMd1PXToEJYvX+7cX9M02O12nD59GocPH0aJEiXQtm1bQ8dDCCE5wQEfIToYPnw4NmzYgPfeew81a9ZEYGAgHn/8cY9Hn1mP8LKw2WzOQZEKaWlp6NKlC6ZOneqxLWvgZEae7MyYMQMdOnRAaGgobrvtthz3S09PR6dOndCpUycsX74ct912G86cOYNOnTp5PQ82mw0AnP1LS0vDhAkT0KNHD48c2QfD7pw6dQojRozAnDlzsHnzZjz//PM4cOAA/P39dR3vypUrMXz4cEyfPh0tWrRAcHAw3n33XacWL4vSpUu7LGc97s6J8ePH45lnnsG3336LdevWYdy4cVi5ciW6d++OtLQ0vPzyyxg0aJBHuypVqvx/e3cTEtUax3H8exNdSS+LZBqwXOSY0ogOSCEEgqIYRClpjAubEUpQF7lyYR2SQGbhSyEYgWBIghDGaG1GERQ6BtliRHybfMlWsxmllbhI70IyvDd1jvdFnH6f5XCe5zzPYuDH/zn/c1hYWLC0BxGRaCnwiVhgmiYej4eSkhJgO7R8+fLF0hxpaWm8evWKjY2NnZDy1+frXC4X/f39pKSk/KOu0vj4+F2vMNmPzWbj4sWLB143NzdHJBLB5/ORnJwMsKspIVoul4v5+fmo7vnD5uYmHo+H/Px8KisruXnzJpcvX8YwjF+G4/2Ypklubi41NTU7vy0uLh44LjMzk66uLlZXV/es8jkcDhwOB/X19bjdbrq7uykpKcHlcjEzM7Pnnp1OJ5ubm4yNjVFQUGBpPyIi+1HThogFqampvHnzhmAwyOTkJBUVFZYraj/G3L9/n9nZWQKBAC0tLcDPKlhtbS2rq6u43W4mJiZYXFwkEAjg9XqjDnCw3ak7MjJCOBxmbW3N0jr3cv78eRISEujo6GBpaYnBwUGePHlieR7DMOjp6aGpqYnp6WlmZ2fp6+vj4cOHe4559uwZ09PTvHjxAoBTp07R1dVFW1sbHz9+tHT/1NRUPn36RCAQIBQK8ejRo6gaW9xuNzabjVu3bmGaJktLS/T39/PhwwfW19epq6tjdHSUlZUVTNNkYmKC9PR0ABoaGhgfH6euro5gMMjnz58ZGBjYadpISUnh7t27VFVV4ff7WV5eZnR09G+NJCIiVinwiVjQ1tbGmTNnyM3N5caNGxQVFeFyuSzNcfLkSd6+fUswGCQrK4vGxkYMwwB+HmXa7XZM0+T79+8UFhbidDp58OABp0+f5sSJ6P+2ra2tDA8Pk5ycTHZ2tqV17uXs2bO8fPmS169fk5GRgc/n2wmsVhQVFfHu3TuGhobIycnh6tWrtLe3c+HChV9eHwqFaGxspKOjA5vNtmser9eLx+NhY2Mj6vtXV1dTWlrKnTt3uHLlCpFIZFe1by8JCQkMDQ2RlJTE9evXcTqd+Hw+4uLiiIuLIxKJUFlZicPhoLy8nOLiYpqamoDt6uDY2BihUIhr166RnZ2NYRjY7fad+Z8/f87t27epqanh0qVL3Lt3b9drW0REDuOPra2traNehMjvrre3F6/Xy7dv3w58Rkysy8vLIysri6dPnx71Uv4Vjx8/xu/3H+vPxInI/0sVPpEj0NPTw/v371leXsbv99PQ0EB5ebnC3n+os7OTxMREpqamjnoph/b161cSExNpbm4+6qWIyDGjpg2RIxAOhzEMg3A4zLlz5ygrKzvwhcNyeL29vayvrwPbzyAeV3a7faeqZ7UrWUR+bzrSFREREYlxOtIVERERiXEKfCIiIiIxToFPREREJMYp8ImIiIjEOAU+ERERkRinwCciIiIS4xT4RERERGKcAp+IiIhIjPsThRUrlD/rb7wAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"plane sky model\", \n", " parameters = {\"center\":[50,50], \"F\": 10, \"delta\": [1e-2,2e-2]}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(figsize = (7,6))\n", "ap.plots.model_image(fig, ax, M)\n", "ax.set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Point Source Function (PSF) Models\n", "\n", "These models are well suited to describe stars or any other point like source of light, they may also be used to convolve with other models during optimization. Some things to keep in mind about PSF models:\n", "\n", "- Their \"target\" should be a PSF_Image\n", "- They are always centered at (0,0) so there is no need to optimize the center position\n", "- Their total flux is typically normalized to 1, so no need to optimize any normalization parameters\n", "- They can be used in a lot of places that a PSF_Image can be used, such as the convolution kernel for a model\n", "\n", "They behave a bit differently than other models, see the point source model further down. A PSF describes the abstract point source light distribution, to actually model a star in a field you will need a point source object (further down) which is convolved by a PSF model." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "np.random.seed(124)\n", "psf = ap.utils.initialize.gaussian_psf(3., 101, 1.)\n", "psf[50] += np.mean(psf)\n", "psf[:,50] += np.mean(psf)\n", "psf += 1e-10\n", "psf += np.random.normal(scale = psf / 3)\n", "psf[psf < 0] = ap.utils.initialize.gaussian_psf(3., 101, 1.)[psf < 0] + 1e-10\n", "\n", "psf_target = ap.image.PSF_Image(\n", " data=psf / np.sum(psf),\n", " pixelscale=1,\n", ")\n", "fig, ax = plt.subplots()\n", "ap.plots.psf_image(fig, ax, psf_target)\n", "ax.set_title(\"mock empirical PSF\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Pixelated point source\n", "\n", "Note that in this model you can define an arbitrary pixel map, for the sake of demonstration we build an extremely oversimplified mock diffraction spike model." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('pixels',)\n", "('log10(flux/arcsec^2)',)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.special import sinc\n", "xx, yy = np.meshgrid(np.linspace(-50,50,101), np.linspace(-50,50,101))\n", "x = np.sqrt(xx**2 + yy**2)/15\n", "PSF = np.zeros_like(x)+1e-6\n", "wgt = np.array((0.0001,0.01,1.,0.01,0.0001))\n", "PSF[48:53] += (sinc(x[48:53])**2) * wgt.reshape((-1,1))\n", "PSF[:,48:53] += (sinc(x[:,48:53])**2) * wgt\n", "PSF = ap.image.PSF_Image(data = PSF, pixelscale=psf_target.pixelscale)\n", "\n", "M = ap.models.AstroPhot_Model(\n", " model_type = \"pixelated psf model\", \n", " target = psf_target, \n", " parameters = {\"pixels\": np.log10(PSF.data / psf_target.pixel_area)},\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.psf_image(fig, ax[0], M)\n", "x = np.linspace(0,49,99)/20\n", "ax[1].plot(x, sinc(x)**2 + 1e-5)\n", "ax[1].set_yscale(\"log\")\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gaussian PSF\n", "\n", "Never a great PSF model, but the Gaussian is simple. This makes it a good starting choice to get results before stepping up the complexity level." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('sigma',)\n", "('arcsec',)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"gaussian psf model\", \n", " parameters = {\"sigma\": 10}, \n", " target = psf_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.psf_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig, ax[1], M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Moffat PSF" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('n', 'Rd')\n", "('none', 'arcsec')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"moffat psf model\", \n", " parameters = {\"n\": 2., \"Rd\": 10.}, \n", " target = psf_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.psf_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig, ax[1], M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Airy disk PSF" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('aRL',)\n", "('a/(R lambda)',)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"airy psf model\", \n", " parameters = {\"aRL\": 1./20}, \n", " target = psf_target,\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.psf_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig, ax[1], M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Zernike Polynomial PSF" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('Anm',)\n", "('flux/arcsec^2',)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"zernike psf model\", \n", " order_n = 4, \n", " integrate_mode = \"none\", \n", " target = psf_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, axarr = plt.subplots(3,5, figsize = (18, 10))\n", "for i, ax in enumerate(axarr.flatten()):\n", " Anm = torch.zeros_like(M[\"Anm\"].value)\n", " Anm[0] = 1.\n", " Anm[i] = 1.\n", " M[\"Anm\"].value = Anm\n", " ax.set_title(f\"n: {M.nm_list[i][0]} m: {M.nm_list[i][1]}\")\n", " ap.plots.psf_image(fig, ax, M, norm = None)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Eigen basis PSF point source\n", "\n", "An eigen basis is a set of images which can be combined to form a PSF model. The eigen basis model makes it possible to fit the coefficients for the basis as model parameters. In fact the zernike polynomials are a kind of basis, so we will use them as input to the eigen psf model." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('weights',)\n", "('unitless',)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "super_basic_target = ap.image.Target_Image(data=np.zeros((101,101)), pixelscale = 1)\n", "Z = ap.models.AstroPhot_Model(\n", " model_type = \"zernike psf model\", \n", " order_n = 4, \n", " integrate_mode = \"none\", \n", " target = psf_target\n", ")\n", "Z.initialize()\n", "basis = []\n", "for i in range(10):\n", " Anm = torch.zeros_like(Z[\"Anm\"].value)\n", " Anm[0] = 1.\n", " Anm[i] = 1.\n", " Z[\"Anm\"].value = Anm\n", " basis.append(Z().data)\n", "basis = torch.stack(basis)\n", "\n", "W = np.linspace(1,0.1,10)\n", "M = ap.models.AstroPhot_Model(\n", " model_type = \"eigen psf model\",\n", " eigen_basis = basis,\n", " eigen_pixelscale = 1,\n", " parameters = {\"weights\": W},\n", " target = psf_target,\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.psf_image(fig, ax[0], M, norm = None)\n", "W = np.random.rand(10)\n", "M[\"weights\"].value = W\n", "ap.plots.psf_image(fig, ax[1], M, norm = None)\n", "ax[0].set_title(M.name)\n", "ax[1].set_title(\"random weights\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The Point Source Model\n", "\n", "This model is used to represent point sources in the sky. It is effectively a delta function at a given position with a given flux. Otherwise it has no structure. You must provide it a PSF model so that it can project into the sky." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Point Source using PSF_Image" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'flux')\n", "('arcsec', 'log10(flux)')\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"point model\", \n", " parameters = {\"center\": [50,50], \"flux\": 1},\n", " psf = psf_target,\n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(figsize = (7,6))\n", "ap.plots.model_image(fig, ax, M)\n", "ax.set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Point Source using PSF model" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('moffat psf model [0]', 'center', 'flux')\n", "('none', 'arcsec', 'log10(flux)')\n", "point model [1]:\n", "center: [0.0, 0.0] +- [0.1, 0.1] [arcsec], locked\n", "n: 2.0 +- 0.05 [none], limits: (0.1, 10.0)\n", "Rd: 10.0 [arcsec], limits: (0.0, None)\n", "I0: 0.0 [log10(flux/arcsec^2)], locked\n", "center: [50.0, 50.0] +- [0.1, 0.1] [arcsec]\n", "flux: 1.0 [log10(flux)]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psf = ap.models.AstroPhot_Model(\n", " model_type = \"moffat psf model\", \n", " parameters = {\"n\": 2., \"Rd\": 10.}, \n", " target = psf_target\n", ")\n", "psf.initialize()\n", "\n", "M = ap.models.AstroPhot_Model(\n", " model_type = \"point model\", \n", " parameters = {\"center\": [50,50], \"flux\": 1},\n", " psf = psf,\n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "# Note that the PSF model now shows up as a \"parameter\" for the point model. In fact this is just a pointer to the PSF parameter graph which you can see by printing the parameters\n", "print(M.parameters)\n", "\n", "fig, ax = plt.subplots(figsize = (7,6))\n", "ap.plots.model_image(fig, ax, M)\n", "ax.set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Galaxy Models" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spline Galaxy Model\n", "\n", "This model has a radial surface brightness profile which can take on any function (that can be represented as a spline). This is somewhat like elliptical isophote fitting, though it is more precise in its definition of the SB model." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'I(R)')\n", "('arcsec', 'b/a', 'radians', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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x++23Y/Xq1bZZSMXx8fHB999/j2effRaTJ0+Gv78/7r33XgwbNkw14LNixQosWrQI06ZNQ3x8vG39u+++i1WrViExMRHbtm1TDbQNHjwYM2fORPfu3W35Oq4WERGBjRs34sUXX8SMGTOQm5uL5s2b4/vvv0efPn1s7apUqYI1a9bgmWeewYwZM1ClShUMGjQICQkJ6N27t6rPrl27YtOmTXjjjTcwc+ZMZGVlITIyEu3atVPdFc8Z+vbti2+//Ravv/46nnnmGdSoUQMvv/wyxo8f79TjEBEREREROcKkuDINlsiFunbtiosXLxZ5qVd5k5SUhFatWuHzzz/HoEGD3F1Osf766y+0bNkSixYtwsMPP+zucjxG165dUVBQgO+++w6+vr4ICQkx3Ed2djZycnLwzDPP4Pvvvy/y8jciIiIiIiJXYQYRURnLycnRrJs+fTrMZjM6d+7shopKbt68eQgKCsJ9993n7lI8zsaNG1GjRg383//9X6n2f+WVV1CjRg0sXbrUyZURERERERHJ8RIzojI2depU7NixA926dYO3tzd+/vln/PzzzxgyZIjmVuie4vvvv8f+/fsxd+5cDBs2THXXOAKmTZtmy3iqUaNGqfoYOnQo+vbtCwCaO8gRERERERG5Gi8xo3KrvF5itmrVKrz++uvYv38/srKyUKdOHTz88MN45ZVXPHZgIC4uDqmpqejVqxc+++wzBAcHu7skIiIiIiIiciIOEBERERERERERVXLMICIiIiIiIiIiquQ4QEREREREREREVMl5ZuBJGbNarTh37hyCg4NhMpncXQ4REXkYRVFw5coVREdHw2x23Xcrubm5yM/Pd0nfvr6+8Pf3L1Hb9evX4+2338aOHTuQnJyMZcuWoX///rbtxf23curUqXj++eeL3Pbaa6/h9ddfV61r1KgRDhw4ULIXQB6FfzsRERGVHyX9W5YDRADOnTvnsXePIiIiz3H69GnUrl3bJX3n5uYirm4cUlNSXdJ/ZGQkjh8/XqJBouzsbLRo0QKPPvoo7rvvPs325ORk1fLPP/+Mxx57DPfff79uv02aNMHq1atty54azE9y/NuJiIio/JH9Lcu/zADbHZlOnz6NkJAQN1dDRESeJjMzEzExMS69g19+fj5SU1Kx/+jfCA5x7nGuZF5B45tuRn5+fokGiBISEpCQkFDs9sjISNXyd999h27duqFevXq6/Xp7e2v2pfKJfzsRERGVHyX9W5YDRLgxVT4kJIR/5BARUbHK4lKawOBABAUHObVPq2IFcO2PA3t+fn7w8/NzqO/U1FT8+OOPWLhwobTt4cOHER0dDX9/f7Rv3x6TJ09GnTp1HDo+uQf/diIiIip/ZH/LMqSaiIjIg1gVKyxOflwfIIqJiUFoaKjtMXnyZIfrXbhwIYKDg4u8FM1eu3btsGDBAvzyyy+YNWsWjh8/jk6dOuHKlSsO10BEREREjuMMIiIiokpCvBzI0dlDADB//nwMGjRIeuma/SVrzZs3R7t27RAbG4v//e9/eOyxxxyug4iIiIgcwwEiIiIiD2JVrLAqFqf3CTj/cqANGzbg4MGD+PLLLw3vGxYWhoYNG+LIkSNOq4eIiIiISo+XmBEREVGpfPLJJ2jTpg1atGhheN+srCwcPXoUUVFRLqiMiIiIiIziABEREZEHsf6TGeTshxFZWVlISkpCUlISAOD48eNISkrCqVOnbG0yMzPx1Vdf4fHHHy+yj+7du2PmzJm25dGjR+P333/HiRMnsHHjRtx7773w8vLCwIEDjZ8kIiIiInI6XmJGREREKtu3b0e3bt1sy6NGjQIAJCYmYsGCBQCApUuXQlGUYgd4jh49iosXL9qWz5w5g4EDB+LSpUuoUaMGOnbsiM2bN6NGjRqueyFEREREVGImRVEUdxfhbpmZmQgNDUVGRgZv1UpERBpl8d+J68c4cO4QgkOCndr3lcwriI9uyP/OkdPwbyciIqLyo6T/3eYlZkRERERERERElRwvMSMiIvIg1n/+5+w+iYiIiIj0cICIiIjIg1gViwtuc+/c/oiIiIio4uElZkRERERERERElRxnEBEREXkQi2KFxeBt6UvSJxERERGRHs4gIiIiIiIiIiKq5DiDiIiIyINYFSusTp7x4+z+iIiIiKji4QwiIiIiIiIiIqJKjjOIiIiIPIjighlECmcQEREREZEEZxARERERUal8tXeeu0sgIiIiJ+EMIiIiIg9y7S5mFqf3SeQKe1O3ubsEIiIichLOICIiIvIg10Oqnf2g8mv9+vW4++67ER0dDZPJhOXLl6u2m0ymIh9vv/12ifp/6623YDKZMGLECMO1pWafw+Wci4b3IyIiIs/DASIiIiIiD5adnY0WLVrgww8/LHJ7cnKy6jF//nyYTCbcf//90r63bduGOXPmoHnz5qWu7+DFv0q9LxEREXkOXmJGRETkQXibexIlJCQgISGh2O2RkZGq5e+++w7dunVDvXr1dPvNysrCoEGDMG/ePEycOLHU9f19IQm3xXQv9f5ERETkGTiDiIiIiKiCSE1NxY8//ojHHntM2vbpp59Gnz590KNHD2nbvLw8ZGZmqh7XHeAMIiIiogqBM4iIiIg8iPWf/zm7T6ocFi5ciODgYNx333267ZYuXYqdO3di27aShUxPnjwZr7/+epHbUrPO4HLOBVQNqGG4XiIiIvIcnEFEREREVEHMnz8fgwYNgr+/f7FtTp8+jeHDh2Px4sW67eyNGTMGGRkZtsfp06dV2w9c3O1Q3UREROR+nEFERETkQSywOv229BbOIKoUNmzYgIMHD+LLL7/Ubbdjxw6cP38erVu3tq2zWCxYv349Zs6ciby8PHh5ean28fPzg5+fX7F9/n1hF9ozh4iIiKhc4wARERERUQXwySefoE2bNmjRooVuu+7du2PPnj2qdf/5z38QHx+PF198UTM4pMfb7ANAwcELzCEiIiIq7zhARERE5EGsigVWxeL0Pqn8ysrKwpEjR2zLx48fR1JSEsLDw1GnTh0AQGZmJr766itMmzatyD66d++Oe++9F8OGDUNwcDCaNm2q2h4YGIhq1app1svEhTXAqdxDSM0+i7SrFxBehTlERERE5ZVbM4jWr1+Pu+++G9HR0TCZTFi+fLlqu6IoGD9+PKKiohAQEIAePXrg8OHDqjZpaWkYNGgQQkJCEBYWhsceewxZWVll+CqIiIic5/pt7p39oPJr+/btaNWqFVq1agUAGDVqFFq1aoXx48fb2ixduhSKomDgwIFF9nH06FFcvHjR6bU1qn5jttK+89ud3j8RERGVHbcOEGVnZ6NFixb48MMPi9w+depUfPDBB5g9eza2bNmCwMBA9OrVC7m5ubY2gwYNwr59+7Bq1Sr88MMPWL9+PYYMGVJWL4GIiIjIpbp27QpFUTSPBQsW2NoMGTIEV69eRWhoaJF9nDhxAq+99lqxx1i3bh2mT59uuLbGNVvZnu/hABEREVG55tZLzBISEpCQkFDkNkVRMH36dIwdOxb9+vUDACxatAgRERFYvnw5BgwYgL///hu//PILtm3bhltuuQUAMGPGDNx111145513EB0dXWTfeXl5yMvLsy1nZmY6+ZURERGVjuKCGT8KZxCRi8SFNUKATyByCrKx7/wOWBULzKaSZxgRERGR5/DYDKLjx48jJSUFPXr0sK0LDQ1Fu3btsGnTJgwYMACbNm1CWFiYbXAIAHr06AGz2YwtW7bg3nvvLbLvyZMn4/XXX9esbz2gHbx8/vmjxqRTnEnYKC7q7VuC/bXtDfZnbLPx45UnisHmsvayBtL9S9635lBGaxMXNfvrt9cuy+oz1p+i015vW4lqs0rOhbA7rJLXptkuO9fCCln/knOrfT1KqdoWWZtkf7G9drt4ONl7YbR/g9vtz42krVX6virFbyMiAICX2QtNarTB9nPrkZ2fiROXD6Fe+M3uLouIiIhKwa2XmOlJSUkBAERERKjWR0RE2LalpKSgZs2aqu3e3t4IDw+3tSnKmDFjkJGRYXucPn3aydUTERGVjkVRYFGsTn5wgItcp2nEjS/q9qTyMjMiIqLyymMHiFzJz88PISEhqgcRERERGdcs4lbb873nt7mxEiIiInKExw4QRUZGAgBSU1NV61NTU23bIiMjcf78edX2wsJCpKWl2doQERGVJ7yLGZU31apEICq4DgDgaNp+XC3g3WSJiIjKI4/NIKpbty4iIyOxZs0atGzZEsC1MOktW7bgqaeeAgC0b98e6enp2LFjB9q0aQMA+O2332C1WtGuXTvjBzWbrj0AY7lCskwhgxlC8gwjY/05nSdnFIlXURisVdrckYwhSCKMhG0mwxlE+seS9ifNLJL1J5w9Sa6OZn/7f78afO3iv31N4s+AJBPI9nNfHHGz+FolmUean0lNPWL/st3tVgjH1m1bRHsxW0fz60OsTbJdfF81HwuxP3HZS6xXPIBkf/tlTV/q4swm9c5ibapTwyu0iHQ1rXkLkq+cglWxYv/5nbilVmd3l0REREQGuXUGUVZWFpKSkpCUlATgWjB1UlISTp06BZPJhBEjRmDixIlYsWIF9uzZg8GDByM6Ohr9+/cHANx8883o3bs3nnjiCWzduhV//vknhg0bhgEDBhR7BzMiIiJPxhlEVB7Z5xDtZQ4RERFRueTWGUTbt29Ht27dbMujRo0CACQmJmLBggV44YUXkJ2djSFDhiA9PR0dO3bEL7/8An9/f9s+ixcvxrBhw9C9e3eYzWbcf//9+OCDD8r8tRARETmDFRZYYXF6n0SuFF+9BbzNPii0FmDP+W1QFEU7m5OIiIg8mlsHiLp27ap762CTyYQJEyZgwoQJxbYJDw/HkiVLXFEeEREREZWAn3cAGlVvjn3nd+DS1VSkZJ225RIRERFR+eCxGUTuYDJfe1xbkOQK6W2TZQo5O0PIaHNZ/878ws/VXx46mgticH/pnaJluT26nYlhLY4d29HMobLOLFLsGhg9tozmtckygYx+rtyYUaTZVZPJI2QMCbk8mtwdSSaQScwwEl6M5nMgngvZB1Ws16y+Elr8UkFzfLv+FKEvq3hRtbDCZC4+n0nvywxnu35remf3SeRqTSNuxb7zOwAAe1K3cYCIiIionPHYu5gRERERUfnR3O5293tSebt7IiKi8oYziIiIiDyIK0KlGVJNZSE6OA7hATWQlnMBBy4kId+SB18vP3eXRURERCXEGURERERE5DCTyYSm/8wiKrDm4+DF3W6uiIiIiIzgDCJ7ZtO1ByDNFdLdZGDfojsUd3cwM8jNmUcezWCsiCYbx2h/dtsNZwpJmhvOCPKwzCLVx1DMrRFzZ/T2LcGxNXFPYn/iZAtZ/zLOziiyby9rK74x0rAoSW3i1wria9PkJQmZQiZJBpI0U0lY9hLrtWsgbDKLxxK60pwa+/ZlF0HEGURUrjWLaIv1J34CAOxJ3YpmdpedERERkWfjDCIiIiIicorGNVrD/M8dP5hDREREVL5wgIiIiMiDKP/MIHLmQ+EMIiojgb5BuCm8MQAg+copXMhOcXNFREREVFIcICIiIvIgzh4ccsUla0R67C8r28tZREREROUGM4js2WUQ6eYKOTtTyGiGkIsziaSZRzKenFFkMEdE0YSSSF6cgVwhw3lGmigZSRCPLMPI0zKL7P79Ko3JMZoppJctAzg/o0iT2yPrUMzRKXl94r/7DX+uJJlDmo+Vpjb9zCOT0J8inhsvoT+rJPBJfIGac233vYdVXaxJeB8Uk35tVvvt0hNLRNc1i2iLb/d/CuBaDlG3ene7uSIiIiIqCQ4QEREReRCLosDi5Bk/FmkqPpHzxIY1QLBvKK7kZ2D/hV0otBbA2+zj7rKIiIhIgpeYEREREZHTmE1m2+3ucwuv4sil/W6uiIiIiEqCA0REREQehBlEVBHY5xDtSd3qxkqIiIiopHiJmR2TyS5vQ8wM0d1R7EeSMSTLFDKYISTNDHIwk0jb3oGQobLOJ3LwqgrDeS4Gtkuv+DCaAWRwf2nGkLP7k+1vd0DD+Ub6MTiaBmL2jNMzijTBPWJujsH+jeQMyWKzJMeWZg5JjifWpilVVo9ZzEAS3juhvfje229XhO9ANLldmmMXXwov0CIypmnNW2zP96Ruw4NNn3BjNURERFQSnEFERETkQTiDiCqCEP+qiAtrCAA4lXEE6blpbq6IiIiIZDhAREREREROZ3+Z2b7U7W6shIiIiEqCA0REREQexOqi/xGVtWYRbW3PmUNERETk+ZhBZM9sKj57yD4fxdkZQ45mCkkzhoxmHBkLCnIkkkjeuWS7k4NBtLlAkgJkQUI6m52eIWRwf8M5P87OLLLqZM1I9xWOLa1dP9fG3RlFmnMhyxGy3y6+Fqv44sW+9Ntrzq2XJODJweOJ/Zk09Qjtxa81NDlCOmFWkmPDKgYcwS1ccUkYLzEjd7gpvDECfAKRU5CNvee3w6pYYDZ5ubssIiIiKgZnEBERERGR03mZvdCkRhsAQFZ+Jk5cPuzmioiIiEgPB4iIiIg8CEOqqSJpXLO17fnBi3+5sRIiIiKS4QAREREREblEfPUWtucHOEBERETk0ZhBZM8EW9aHbs6QszOGjGYYiQy2l2YGOTOjyJX5RC4gzQUSGc0Bst+kSE6OGFwjyxCSHdtgppDLM4t0cnUc2beo/U2SzCBtRpDY3sGMInFZjOCQHE+TnWPfn6wvg3lJ2v3FDCB1A02ck+a1S/aXRBhJX4/edk0+kbCr5tjqBvbZVUoZBhIxg4gqkqjgOgjxq4rMvMs4dHEPLFYLvMzMISIiIvJEnEFERERERC5hMplss4hyCrNxKuOImysiIiKi4nCAiIiIyINYYYVFce6Dt7knd4qvYXeZ2YUk9xVCREREujhAREREREQu04g5REREROUCM4jsmEwmmK7nY+jl+rg6Y0iy3XCGkNEMI4PbNa/XCHdnFDkYK6LJyjHQvzbTRxIOo8nNcXKGURlnFmkiUey2a16ZuK8kg0hzbPFUajKK9A+gCDtoPvPCaxHrk2UmSen9DpH1JckIkmZZaV6rJDRI8/tMzE+ShQ4JNPlNwu9DoT/7rCDxfRBfu/Tn17694YCy0mMGEVU00cGxCPYLw5W8dBy6uAdWxQKziTlEREREnoYziIiIiDyIVVFccJv7shvgIhJpcojSj7q5IiIiIioKB4iIiIiIyKXiq7e0Pf/7wi73FUJERETF4iVmREREHoSXmFFF1Kh6c9vzI2n73FgJERERFYcDRPbMpmsPQDfzo8wzhhzNFJJlJMn212w3EBzkaMaQszOKHL3KQsyukRWod1mHLONHdmyj+UeyDKMyzizSzeWR9CXN9JFkFhnPKHJx/5qsHCHzyKxuYH88TW3iuTG8XZI5JMs0Etub9X+/ScctJPUowjxYVWtNfpGwbDUQZuXuvDSici46JBYB3oHIKczGkUv7oSiKYxmGRERE5HS8xIyIiMiDOD9/yPkzkoiMMpvMqBceDwDIyEvDpZxUN1dEREREIg4QEREREZHL3RTe2Pb8yKX9bqyEiIiIisIBIiIiIg/CGURUUdW3GyA6msYBIiIiIk/DDCJ7JtzImRAzRexzNMo6Y8jZmUIOZhhpmpdlJpG7SXJ/FE3wjs4L1sSdGMwzktYiO57+dldnFmlerk4GkaYv4d+6DuUdFVGLyzOKZLlAspwg+/5lmUCyTCGRLCDJ0cwgsT7xawrJ/rIMI1Vr2Xk0S95ou/YKs1KIHFYv/Gbbcw4QEREReR7OICIiIvIgVigueRC5W5BvCCKDYgAAJ9OPIN+S7+aKiIiIyB4HiIiIiIioTFy/zMyiFOJk+iE3V0NERET2OEBERETkQZhBRBVZ/WpNbM+Ppf3txkqIiIhIxAwiOyaz6UbWkF4miFkTAqS36PyMIaP9iRzNMNJs12lgMLbD02I+NNk2EoZzhFTbDO4qy92RBedoMoYk/TmaWSTJktHLINL821aWGeTujCIxZ8dYfJTmZ1IROlAtSv7dL+ZiSX+fSM6d5hMuyzhyJF+pCIYyjDS1COdCzEcSDq5638vwl5MrBnQ4QESeIi6soe35ifTDbqyEiIiIRJxBRERERERlolZIHLxM176fPMkBIiIiIo/CASIiIiIPorjg8jKFM4jIQ/h4+aJ2SBwAIPnKaeQV5rq3ICIiIrLhABERERERlZnYfy4zU2DF6cxjbq6GiIiIrmMGkT0TbuRjaHKG7J9LMof09i1i2eGMIUczhQxmGEmjOJyYSWT84A4S81oM71/67bK8I02+kSRTSNq/Jp7FxZlFmu51jmc0I0hyLGdnFEkzkST1SnN/hKF7TX927TX5SAYzfrT7SzKFRIqY4yP8fhSPr5cZVILjSd8L+/3F38Wy8ywezGq/jRlERM4SG9YAOHnt+cnLh213NiMiIiL34gwiIiIiIiozsWH1bc+ZQ0REROQ5OEBERETkQayK4pIHlU/r16/H3XffjejoaJhMJixfvly13WQyFfl4++23dfs9e/YsHnroIVSrVg0BAQFo1qwZtm/f7sJXckNMaD2Y/vkT9GT6oTI5JhEREclxgIiIiIjIQ2VnZ6NFixb48MMPi9yenJysesyfPx8mkwn3339/sX1evnwZt99+O3x8fPDzzz9j//79mDZtGqpWreqql6Hi5x2AqOAYAMCZzBMosOSXyXGJiIhIHzOI7JlNNzIrxFwO+ywLRzOCNBlFZZxZJGkuzfkx0N5wZJCrM4bkBRhrbvBbeU3ujv2RZX1JcnKcnWHk9MwiWS6QUszzIvY1nnekv91oRpE0E0mSA6TJ0RHrEXN4hAb2i5qMH8nvD00mkSaXR8jhkv0+cfD4ivBaNb8fRZr3UufNFPuW5BdpfoRUv/bLMoNIcUEGEWcQlVcJCQlISEgodntkZKRq+bvvvkO3bt1Qr169YveZMmUKYmJi8Omnn9rW1a1bV7eOvLw85OXl2ZYzMzNlpeuKDWuAc1dOwqIU4mzmCcRVbehQf0REROQ4ziAiIiLyIMo/t6V39oMqvtTUVPz444947LHHdNutWLECt9xyCx588EHUrFkTrVq1wrx583T3mTx5MkJDQ22PmJgYh2qNDWtge34646hDfREREZFzcICIiIiIqAJYuHAhgoODcd999+m2O3bsGGbNmoUGDRpg5cqVeOqpp/Dss89i4cKFxe4zZswYZGRk2B6nT592qNbaIXG252evnHCoLyIiInIOXmJGRETkQXibeyqt+fPnY9CgQfD399dtZ7Vaccstt2DSpEkAgFatWmHv3r2YPXs2EhMTi9zHz88Pfn5+Tqu1VsiNS9rOZJxwWr9ERERUehwgsmeCLXNCmxNk/1zYJszDMpwR5Oj+kkgjRzOFpLFARjKPDGYMuT2SSEIvU6goujlDsr6EfcVjOzvDyOmZRbLcHp0MIvm++qFCbs8okhzPcHu742vedbGtuFn2+0IcR9B/27U/7rKoG9nvJzF/SZIbpMlr0skw0uwrm0Nr117ze5nIw2zYsAEHDx7El19+KW0bFRWFxo0bq9bdfPPN+Oabb1xVnkaYfzUE+gQju+AKzmYeL7PjEhERUfF4iRkREZEH4W3uqTQ++eQTtGnTBi1atJC2vf3223Hw4EHVukOHDiE2NtZV5WmYTCbU+ucys8u5F5Gdn1VmxyYiIqKicYCIiIiIyENlZWUhKSkJSUlJAIDjx48jKSkJp06dsrXJzMzEV199hccff7zIPrp3746ZM2falkeOHInNmzdj0qRJOHLkCJYsWYK5c+fi6aefdulrEdWyyyE6xxwiIiIit+MAERERkQe5nkHk7IcR69evx913343o6GiYTCYsX75ctT0rKwvDhg1D7dq1ERAQgMaNG2P27NnSfr/66ivEx8fD398fzZo1w08//WSorspo+/btaNWqFVq1agUAGDVqFFq1aoXx48fb2ixduhSKomDgwIFF9nH06FFcvHjRtnzrrbdi2bJl+OKLL9C0aVO88cYbmD59OgYNGuTaFyOwHyA6k8HLzIiIiNyNGUR2TGbTjewhMW7CPtdCk+EhZgrJMoQk++sdGyXIGHJ1ppCkA9Vmo/lHEh6XA2L0sg29nCFNxpDYQJI55OwMIydnFmnK09vf6L6a3Br1Di7PKDKa2yMJIdKUK/ZvKuY5oM1HMtJXCfoTyfrXvHaxP7MkkEk2riHLMNJpKh0zsdvBw37zuFx2djZatGiBRx99tMg7Yo0aNQq//fYbPv/8c8TFxeHXX3/F0KFDER0djXvuuafIPjdu3IiBAwdi8uTJ6Nu3L5YsWYL+/ftj586daNq0qatfUrnVtWtXKJL/1gwZMgRDhgwpdvuJEyc06/r27Yu+ffs6Wp5D7IOqeSczIiIi9+MMIiIiIg/iCRlECQkJmDhxIu69994it2/cuBGJiYno2rUr4uLiMGTIELRo0QJbt24tts/3338fvXv3xvPPP4+bb74Zb7zxBlq3bq269IkqF/sZRAyqJiIicj8OEBEREXkQxQWXlyn/TJfKzMxUPfLy8kpVY4cOHbBixQqcPXsWiqJg7dq1OHToEHr27FnsPps2bUKPHj1U63r16oVNmzaVqgYq/0L8whDiVxUAcCbzhHuLISIiIg4QERERVRYxMTEIDQ21PSZPnlyqfmbMmIHGjRujdu3a8PX1Re/evfHhhx+ic+fOxe6TkpKCiIgI1bqIiAikpKSUqgaqGK7PIrqSl47M3MvuLYaIiKiSYwaRPRNuBE3o5Ag5nDmkaa+/vzRzyNGMIpEss8hAf9J8JVl7TQP9zWXNpAmr0W+vmyMhZgLJ9pVk/miPbTDDyMmZRdoAmOL310b0OJpvJNYiNJfk8shye6THlx1P1l4nF8gE8VwI75MkE0hzbM1mIa9JlhEkyzSSZSZJ6hEpQuaQ5verqq3Qt+wrEru+yzL+TMGNGT/O7BMATp8+jZCQENt6Pz+/UvU3Y8YMbN68GStWrEBsbCzWr1+Pp59+GtHR0ZpZQkR6aoXE4e8LuwAAyVmnEOJf1c0VERERVV4cICIiIqokQkJCVANEpZGTk4OXX34Zy5YtQ58+fQAAzZs3R1JSEt55551iB4giIyORmpqqWpeamorIyEiH6qHyLTKotu15StZZNKrewo3VEBERVW68xIyIiMiDeEJItZ6CggIUFBTAbFb/CeHl5QWrtfiZT+3bt8eaNWtU61atWoX27ds7rTYqfyLsBohSs864sRIiIiLiDCIiIiJSycrKwpEjR2zLx48fR1JSEsLDw1GnTh106dIFzz//PAICAhAbG4vff/8dixYtwrvvvmvbZ/DgwahVq5Yt52j48OHo0qULpk2bhj59+mDp0qXYvn075s6dW+avjzxHJAeIiIiIPAYHiOyZTDeCJjQ5QHYrJJlD2oyhIo6jaq+/Xbq/wYwgoxlIIlmukGq7rDZjmx0OAjG6u8Nfugsd2GcWSfsW99UE0YjNZZlAzs4ckuwv5r1Icnrsd5dm/hjNKLLqh/xIazOcMWTweGIOj3juvIT2dvuLtcnOnTQDSO/nGUVk/gjdyTKBZP1DPHci2e8U+/0Nvnbt70K7DCL9qpzq+p3HnN2nEdu3b0e3bt1sy6NGjQIAJCYmYsGCBVi6dCnGjBmDQYMGIS0tDbGxsXjzzTfx5JNP2vY5deqUapZRhw4dsGTJEowdOxYvv/wyGjRogOXLl6Np06YOvjoqz6pVqQlvsw8KrQVIzTrr7nKIiIgqNQ4QERERkUrXrl11Q/UjIyPx6aef6vaxbt06zboHH3wQDz74oKPlUQViNnmhZmA0zl05idSss7AqVpilCfJERETkCvwvMBERkQfx9AwiImeLCKoFACiw5uNyzkU3V0NERFR5cQaRPTNsQ2a6t7Iv40vKDF8SJrucxSxuN3DJmNHjGb2kzNFL0GQMdiBtLf1Hl3B5jc7VL9q+it+3yBWSS77ES9S0l6TJbkNv8JI08d7yRi5hk11SprlOSexb2Cy7BM3R29RLfkRll3HJ9tdcsmb3M6xpKzm2SXhxCsT3QehPLNXB29hrzoW5+Mswizy+2J+5+NejbSscW9O3znmWXOLpTFYosGpOnON9Enmq6lVu3MkuLec8qlWp6cZqiIiIKi/OICIiIiIit6kaUN32nDOIiIiI3IcziIiIiDyIoii6+T+l7ZPIU4UH1LA9T8u54MZKiIiIKjfOICIiIiIit1HPIOIAERERkbt49Awii8WC1157DZ9//jlSUlIQHR2NRx55BGPHjrVliiiKgldffRXz5s1Deno6br/9dsyaNQsNGjQwfDyTyXQjq0QvV0OawWEwc0iTCeTk9pJMI4cyhmTbDe4r0tSmaaC/WUbav0D7LbzBTCMDX+KLxxJvM6/J8NF2oLdYRH/Cdqu43WBmkWazTuaQ0J9i0n/tstvQO5xRJL52WcaQph7948tuRS89nt3+2tfiWN9ivpIms8gq/j4S+xNvay+8dumt5g0u6+0vtrUIywYyiRzOPzPAE25zT1SWqnIGERERkUfw6BlEU6ZMwaxZszBz5kz8/fffmDJlCqZOnYoZM2bY2kydOhUffPABZs+ejS1btiAwMBC9evVCbm6uGysnIiIiopII8+cMIiIiIk/g0TOINm7ciH79+qFPnz4AgLi4OHzxxRfYunUrgGszGqZPn46xY8eiX79+AIBFixYhIiICy5cvx4ABA9xWOxERUWm44rb0vM09eTJfL18E+4XhSl460hhSTURE5DYePYOoQ4cOWLNmDQ4dOgQA+Ouvv/DHH38gISEBAHD8+HGkpKSgR48etn1CQ0PRrl07bNq0qdh+8/LykJmZqXoQERERkXuE/zOLKD33IqyKeD0oERERlQWPnkH00ksvITMzE/Hx8fDy8oLFYsGbb76JQYMGAQBSUlIAABEREar9IiIibNuKMnnyZLz++uvaDSbcyKzQyeURM3zcnjlkMFNIWr+D7e1XGM0QcnbmkNGMIWl/DoYeGbmTkJijo8kk0nSufyxphpG4XfxcGc0sMgsNrAYyjDQZP8K5sEpybWQZRUYzgGSZRmJuj8EcIPHcaHN8iu9PfC3iuZH9/pDmHRnMANJ+ToXXIulO896aje1vfy41n2FNW3GF2Lnd7zJJU2dSFCsUJ2cGObs/ImcLC6iOkxlHYFWsyMxNR1hANXeXREREVOl49Ayi//3vf1i8eDGWLFmCnTt3YuHChXjnnXewcOFCh/odM2YMMjIybI/Tp087qWIiIiLHXL/EzNkPIk8W5n9jQCg995IbKyEiIqq8PHoG0fPPP4+XXnrJliXUrFkznDx5EpMnT0ZiYiIiIyMBAKmpqYiKirLtl5qaipYtWxbbr5+fH/z8/FxaOxERERGVjHqAKM2NlRAREVVeHj2D6OrVqzCb1SV6eXnBar02Vb5u3bqIjIzEmjVrbNszMzOxZcsWtG/fvkxrJSIicgbln9vcO/PBS8zI04X6h9ueZ3AGERERkVt49Ayiu+++G2+++Sbq1KmDJk2aYNeuXXj33Xfx6KOPAriW0zFixAhMnDgRDRo0QN26dTFu3DhER0ejf//+pTvo9cwJvWwcScaPbLurM4e0mUGQbNffX1avXuaRLA9JJMsMcnZGUVlT5bEYvOJDll+kzRxyMMPIqv4HpdHMIk2ujlnM7dEJCjJpApXUy45mFOnEHxXVXlOrJIfLcHtxhYH6pRlCmowiob34vkh+iEzCB0WsXZOJJO7vYMaRSDeTSJOLJckkEvsW30dyuxUrVhje584770RAQECFrqUi4AwiIiIi9/PoAaIZM2Zg3LhxGDp0KM6fP4/o6Gj897//xfjx421tXnjhBWRnZ2PIkCFIT09Hx44d8csvv8Df39+NlRMREZWOoiiGAu1L2mdFYPTLH5PJhMOHD6NevXoVupaKIIwziIiIiNzOoweIgoODMX36dEyfPr3YNiaTCRMmTMCECRPKrjAiIiJyi5SUFNSsWbNEbYODgytNLeVdqN0Moow8ziAiIiJyB48eICIiIqpsrucGObvPiiAxMdHQJVoPPfQQQkJCKnwtFUGof1Xbc15iRkRE5B4cILJnwo1QCr1cDGmmkLAoyfwxnDkkySCS9Wc8g0iWqWQgg0jg7Iwio5zdn4zqMg+jh5ZcIWLSBOvoHLuIZU1/Zi/9/cWcHEkmkaa9TiaR+BnUZvo4mFFk0q9dmismvlbZz4SYhWPwd4j23/Z25wria9PvS5uXZLAWsT9Z5pCYWWQVf1/pHg6KsL/mcy621/v940CmkOb3JrnFp59+aqj9rFmzXFSJZ9VSEXibfRDkG4Ks/Eze5p6IiMhNOEBERETkQZhBRJVVmH81ZOVnIiM3DYqilPmXOERERJWdR9/mnoiIqLKxKopLHuVdTk4Ozp49q1m/b9++Sl1LRXL9VveF1gJkF1xxczVERESVDweIiIiIyKN9/fXXaNCgAfr06YPmzZtjy5Yttm0PP/xwpa2lorG/1T3vZEZERFT2eImZPbsMIm02jqmop0WvkC7rb9ZmCBnMHHI0g0iSSSTLINKdEi7LapEo79PNHalftq/mEhJtmIuw2VhmkTbrRj/TSBMTpJM5BKgzibSZQ8KiszOKxBwdzWdarF3oTvNDJskcEjOFZDk/mu32QTvCedRkAmlTgXQOrT2Xkt8nRvOUxA+a0zOJ7F6/+JnTfIZlpapOc9n97lEUKxQnh0o7u7+yNnHiROzYsQMRERHYsWMHEhMT8fLLL+P//u//yvzyOU+qpaIJtbvVfXpuGmqF1HVjNURERJUPB4iIiIjIoxUUFCAiIgIA0KZNG6xfvx733nsvjhw5UuZfHHhSLRWN/QwiBlUTERGVPV5iRkRE5EGYQaRVs2ZN7N6927YcHh6OVatW4e+//1atr2y1VDT2M4gyeKt7IiKiMscBIiIiIvJon332GWrWrKla5+vriy+++AK///57pa2loglzcIDIqlhhLeeXUxIREbkTLzErjl6OhtFMIWdnAMkyhoweT5J5ZDhzyKSzTeD06fiVaXq/mPnj4LmWZg5Jjidu12YSCe11MolMkrwiZ2cUiXlKJllmkSbDSOzPWG6PmIEkiY9S9+dgJpC0vZhpJNYqvlfaJB+9w5cgD0qsTz8LS7XZIvRlNJPIrpayvHRIUZx/W/pyPoEItWvX1qybPHkyIiIi8Oijj6rWz58/HxcuXMCLL75Y4WupaEJLcYmZoijYdvZ3rDzyNY5fPgBvsw+aRbTFgGZPokZglKtKJSIiqpA4g4iIiIjKnTlz5iA+Pl6zvkmTJpg9e3alraU8U2cQyWcQXS3IwkdbJ+CjrRNwNG0/rIoV+ZY87Di3AeN/G4ITlw+5slwiIqIKhwNEREREHoQZRCWTkpKCqCjtDJEaNWogOTm50tZSnvl7B8DfOwCA/Db3mXnpmLLhOWw7e+OyvojAWgj0DQEA5BRk4/1NY3ElL8N1BRMREVUwHCAiIiLyIAqstlvdO+0hXrtXAcTExODPP//UrP/zzz8RHR1daWsp765fZqY3g8iqWDF94ys4mX4YABDoE4yhbcfjrZ6L8E6vxagf3hgAcDn3Ipb/vcDlNRMREVUUzCCyYzKZbuRM6GWIaDI9ZCFAsmWxP/1lWcaQo5lDRjOJRPbtHc7tMLp/BfyWvMQcPFdGM4w0GSma2B4x7Ea9aLWq/8Fq37+mbzFnxsGMInmmkHpRmykkyTCSHl/8mRL702+ufn1CbcKhtD8RxnJ4pO0dziTSb28S3wsDOUKaI4tjJJIfGdWR+HWKx3niiScwYsQIFBQU4I477gAArFmzBi+88AKee+65SltLeRfmH47UrDPILbyKvMIc+P0zo8jejnN/4Njlv/9pXw0vdHwH0SGxAIAAn0A83e41vPTrYORZcrH2+PfoWf8BRATVKtPXQUREVB5xgIiIiMiDuOKSsIp4idnzzz+PS5cuYejQocjPzwcA+Pv748UXX8SYMWMqbS3lXaiQQ1TUwM7m02tsz//T+jnb4NB1VQOq466GA7Ds7wWwKlb8duw7DGw+1HVFExERVRD8TpSIiIjKHZPJhClTpuDChQvYvHkz/vrrL6SlpWH8+PGVupbyLtSvqu15Ube6zy3Mwe6ULQCAEL+qaFrz1iL76V6vH7zNPgCADSd/QV5hrguqJSIiqlg4g4iIiMiDKIrigtvcV7wZRNcFBQXh1luLHiQoa55US3kVJrnV/d7UbSiwXpul1Sa6I7zMXkX2E+QXina178Cfp1biakEW/krZjLa1u7qkZiIiooqCA0T2TLiRSWEgzkUT3SLJD9Fsl2QIyTKFZMvOzhwymlUjaay/3cP+UePMf2Q5nM8kcrQ2g++F5nMkyygSujebhAmMds3FfcWMH1lGkdFlWaaQ5twazDTS5PTIcnfE/fV+Bo3mF0nyj2THlv1+07xW2bmR9SfubiCTSLOvsCxmVZm8iv8Z0PweJo+wYcMGzJkzB8eOHcNXX32FWrVq4bPPPkPdunXRsWPHSltLeWY/QFTUDKKDF3fbnreIbK/bV/uY7vjz1EoAwI5zGzhAREREJMFLzIiIiDyI4oJb3FfEGUTffPMNevXqhYCAAOzcuRN5eXkAgIyMDEyaNKnS1lLehfqH254XNYPo0D8DRCaY0KBaU92+4mu0RKBPMADgr5TNyLfkO7FSIiKiiocDRERERFTuTJw4EbNnz8a8efPg4+NjW3/77bdj586dlbaW8i5MCKm2d7UgC6cyjgIAaofWQ6BvkG5f3mZvtIy6NssotzAHR9P2OblaIiKiioUDRERERB7kegaRsx8VzcGDB9G5c2fN+tDQUKSnp1faWsq7MLsZRBnCDKIjl/ZB+efi0YbVmpWovyY129ie/30hyfECiYiIKjBmEJWUKvPDwUwgybLhTCFZxpDRTCHJ9vKUMeTJ/yhydW2GM46M1iPLopLurpNZJEb+CG2tVqvudk1mkZBTI2bPiMsQs2nE9pJMI3G7LONIs12TWaSmqE6Q8POpaSv2pZ9/JNI/dgmOL55b8feVpH8TxPdWOLqYSWS3v2Zf4VhGMolMmjAm11EUKxTxQ+CEPiuayMhIHDlyBHFxcar1f/zxB+rVq1dpaynvAn1D4G32QaG1QDOD6NDFPbbnjao3L1F/8dVb2p4f4AARERGRLs4gIiIionLniSeewPDhw7FlyxaYTCacO3cOixcvxujRo/HUU09V2lrKO5PJZMshupxzQbXt0KUbA0QlnUEUXqUGIgJrAQCOpv3N290TERHp4AwiIiIiD3I9WNrZfVY0L730EqxWK7p3746rV6+ic+fO8PPzw+jRo/HMM89U2loqgpqBUbh0NRXZBVeQnX8Fgb7BKLDk49jlAwCAGoFRCAuoJunlhobVmyM1+ywsSiFOZRyRhlsTERFVVpxBREREROWOyWTCK6+8grS0NOzduxebN2/GhQsX8MYbb1TqWiqCGoHRtufns88BAE6kH0KhtQAA0LBayS4vu65u1Ya25yfSDzmhQiIiooqJA0T2TCbbw+7ptagVu4dmm8PH1e9f/jCpHmJ/2v7124vbNe0NnEcNRVE/DHI0lNVV4a8V8VGCN0P/Ifvgaj42Nz5jZrNZ9TCZTaqH2cus+zB5mVQPWXuzl0n3Ifbn/ofZ7qHeBuFhdLur22t+J5lNqof4XsMM1UO7vfj95X1Ltou1lhGGVJdMTk4Orl69Cl9fXzRu3BgRERH4+OOP8euvv1aoWtavX4+7774b0dHRMJlMWL58uWp7cf+tfvvtt4vt02KxYNy4cahbty4CAgJw00034Y033vCYz0nNIgaIDl/aa1vX0OAMoLiwRrbnJy5zgIiIiKg4HCAiIiKicqdfv35YtGgRACA9PR3t2rXDtGnT0K9fP8yaNavC1JKdnY0WLVrgww8/LHJ7cnKy6jF//nyYTCbcf//9xfY5ZcoUzJo1CzNnzsTff/+NKVOmYOrUqZgxY4ZDtTpLRFAt2/PUrLMA1AHVDaqXLH/oupjQevAyXUtVOH75oBMqJCIiqpg4QERERORBOIOoZHbu3IlOnToBAL7++mtERETg5MmTWLRoET744IMKU0tCQgImTpyIe++9t8jtkZGRqsd3332Hbt266d49bePGjejXrx/69OmDuLg4PPDAA+jZsye2bt3qUK3OYj+D6EL2OVgVK46k7QMABPmGICooxlB/Pl6+qB0SBwBIvnIKuYU5TquViIioIuEAEREREZU7V69eRXBwMADg119/xX333Qez2YzbbrsNJ0+erJS1pKam4scff8Rjjz2m265Dhw5Ys2YNDh26drnVX3/9hT/++AMJCQnF7pOXl4fMzEzVw1XsB4hSs87ibOYJZOVfO16Dak1Ldrm7IK7qtcvMFCg4lX7EOYUSERFVMCW6i9l9991nuOPZs2ejZs2ahvcrl4S/UzR/t8iWNf1JOtQsi5tNDi0bpre/g99aG/3W2+nfknvyl+6St83ouRA/B47uL33vDXxupJ9RYbPZpB77VqxCLZqfSWGs3CS2N7ZsEpatsOoeXjxT8u2K3Tbh59lw3/otZP2Ja0zCHrLjC6fGcL16xzMJbR05VyZz2YUQuWLGT0WcQVS/fn0sX74c9957L1auXImRI0cCAM6fP4+QkJBKWcvChQsRHBws/bvtpZdeQmZmJuLj4+Hl5QWLxYI333wTgwYNKnafyZMn4/XXX3d2yUUK8AlEqF84MvLScDbzBHYl/2nb1rhG61L1GRfWEL/jRwDA8fSDaGjwMjUiIqLKoEQziJYvXw5fX1+EhoaW6PHjjz8iKyvL1bUTERFRJTV+/HiMHj0acXFxaNeuHdq3bw/g2gyeVq1aVcpa5s+fj0GDBsHf31+33f/+9z8sXrwYS5Yswc6dO7Fw4UK88847WLhwYbH7jBkzBhkZGbbH6dOnnV2+St1/ZvxkF1zBL4e/sq1vFd2hVP3FhjWwPT+Tccyx4oiIiCqoEs0gAoAPPvigxDOCvv7661IXREREVJlZFQVWJ8/4cXZ/nuCBBx5Ax44dkZycjBYtWtjWd+/evdi8nopcy4YNG3Dw4EF8+eWX0rbPP/88XnrpJQwYMAAA0KxZM5w8eRKTJ09GYmJikfv4+fnBz8/PqTXrqRd+M5JSNgEArhZc+9IxJvQmVK8SWar+aoXE2p6fyTzueIFEREQVUIkGiNauXYvw8PASd/rzzz+jVq1a8oZERESkwkvMSu56MLO9tm3bVspaPvnkE7Rp00Y1QFWcq1evwmxWTyL38vKC1WotZo+y1yb6dny7f75qXfuY7qXuz887ADUCo3AhOxnnMk/Cqlg1lyMTERFVdiUaIOrSpYuhTjt27FiqYioqaeaPJF9F21zWn357WXaNPO9FGn6jv13VtIwzhgzu7ujxjOxvOAtKjMExur8mMsi1mUWGMopkPxO6W4ugiRgSahcyg+TLVmEZustmoQCxPzHDSNwuZhrZb9duE7qW1Kb9/SDpT73ocCaRoxlGeplEetlN17YbyCRyNKuNnG7y5MmIiIjAo48+qlo/f/58XLhwAS+++GKFqCUrKwtHjtwIVT5+/DiSkpIQHh6OOnXqAAAyMzPx1VdfYdq0aUX2cX0m07BhwwAAd999N958803UqVMHTZo0wa5du/Duu+9q6nenWiF10aRmG+w7vwMAEOZfDV3r9nWsz+A4XMhORp4lF5eupqJGYJQzSiUiIqowDH918tNPP2HlypWa9StXrsTPP//slKKIiIgqK97mvmTmzJmD+Ph4zfomTZpg9uzZFaaW7du3o1WrVrYso1GjRqFVq1YYP368rc3SpUuhKAoGDhxYZB9Hjx7FxYsXbcszZszAAw88gKFDh+Lmm2/G6NGj8d///hdvvPGGQ7U625O3jkXn2LvQtlZXPN/xbVTxCXKov9ohdW3Pz2aecLA6IiKiiqfEGUTXvfTSS3jrrbc06xVFwUsvvaR7i1QiIiIiZ0hJSUFUlHYGSI0aNZCcnFxhaunatat0gG/IkCEYMmRIsdtPnDihWg4ODsb06dMxffp0h2pztWC/UDzaZrTT+qsVemOA6EzmcbSMau+0vomIiCoCwzOIDh8+jMaNG2vWx8fHq6ZAExERkXGcQVQyMTEx+PPPPzXr//zzT0RHR1faWqh4tYLjbM85g4iIiEjL8Ayi0NBQHDt2DHFxcar1R44cQWBgoLPqcg8TboRQ6OUEyTKEDGZVOLh7Ef3JMo0kGUZGeVLmkKS5rD/p8Vz4byyH847EXBuBNgNIsl3TgbC7k//BqTq+rG+DGUXSvCTZS9F0qAk10l+GEPyq6U9/WS+HR57RI9uu30LanybjSNxD/drLMpNIvq+YSSRut9vfzAwiT/PEE09gxIgRKCgowB133AEAWLNmDV544QU899xzlbYWKl5kcAzMJjOsipUDREREREUwPEDUr18/jBgxAsuWLcNNN90E4Nrg0HPPPYd77rnH6QUSERFVJori/AHYCjiBCM8//zwuXbqEoUOHIj8/HwDg7++PF198EWPGjKm0tVDxfL18UTOwFlKyTiP5yineyYyIiEhg+L+KU6dORWBgIOLj41G3bl3UrVsXN998M6pVq4Z33nnHFTUSERER2RQUFKBHjx54/PHHceHCBWzevBl//fUX0tLSVOHNla0WkosKjgEAFFjzkZZz3s3VEBEReZZSXWK2ceNGrFq1Cn/99RcCAgLQvHlzdO7c2RX1ERERVSquyAyqaBlEPj4+2L17NwAgKCgIt956K2uhEokMirE9T7lyGtWrRLqxGiIiIs9ieIAIuJbn0bNnT3Tu3Bl+fn6OZ9hUdLK8EU17WcaRfn+a98PRt0cTMuLGzCFnZww52J9HMZqjI+5uMMOoLDOLtPlJBjOKhPbS2jURQ+r2VjFXR8w4Es6lkEBkPLNIs38xz0uzLHA4k0iT6yNOVC27TCLxtTiSZ2R8vm3pWRUFVif/7nF2f57goYcewieffFLknVUrcy2kLzLYboAo6wyaRnBAj4iI6DrDA0RWqxVvvvkmZs+ejdTUVBw6dAj16tXDuHHjEBcXh8cee8wVdRIRERHZFBYWYv78+Vi9ejXatGmjuVHGu+++WylrIX2RQbVtz5OvnHZjJURERJ7H8ADRxIkTsXDhQkydOhVPPPGEbX3Tpk0xffp0DhARERE5gJeYlczevXvRunVrAMChQ4dU28p6ZrMn1UL6ouwuMUvNOuPGSoiIiDyP4QGiRYsWYe7cuejevTuefPJJ2/oWLVrgwIEDTi2OiIiIqChr1651dwk2nlQL6Qv2C0OATyByCrKRnMUZRERERPYMDxCdPXsW9evX16y3Wq0oKChwSlGVTiX+dtHZmUMVOmPIQUbPtSZXRzzXJv1cHzHvRaMsM4okP2OamB7Jaxdvi6xY9Ws3CwE2iskqLKvbW4X2Jk2m0Y395ZlAxraL50rR5CGVn0wi3UyhEhzL/rSX6SwQF8wgqpD3uScqBZPJhKigGBy7fABpV88j35IHXy8/d5dFRETkEQwPEDVu3BgbNmxAbGysav3XX3+NVq1aOa0wIiIiIpn9+/fj1KlTyM/PV62/5557KnUtVLyIoNo4dvkAFChIzTqLmNB67i6JiIjIIxgeIBo/fjwSExNx9uxZWK1WfPvttzh48CAWLVqEH374wRU1EhERVRoKXJBBJL3NYflz7Ngx3HvvvdizZw9MJpPtnF2f7WWxWCplLSQXpbqT2WkOEBEREf3D8I17+/Xrh++//x6rV69GYGAgxo8fj7///hvff/897rzzTlfUSERERKQyfPhw1K1bF+fPn0eVKlWwb98+rF+/HrfccgvWrVtXaWshuUi7oOqUKwyqJiIius7wDCIA6NSpE1atWuXsWioOJ0dVaLJdJMtG9y9ih5IXVwS9b77LOnPI1RlD8nPpwL4Szj6XDvcvxgBJMop0M48k+USyjCBpJpFI0l76XsmG2jUhR/o5POJWMaPIPtNIPM9iX8YzicQ1QjXC8Rzt35WZRPLaJJlE9pvNZZdBxLuYlcymTZvw22+/oXr16jCbzTCbzejYsSMmT56MZ599Frt27aqUtZCcaoCIQdVEREQ2hmcQnT59GmfO3Pi2ZevWrRgxYgTmzp3r1MKIiIgqo+sDRM5+VDQWiwXBwcEAgOrVq+PcuXMAgNjYWBw8eLDS1kJyEUG1bM+Tr3CAiIiI6DrDA0T/93//Z7uda0pKCnr06IGtW7filVdewYQJE5xeIBEREZGoadOm+OuvvwAA7dq1w9SpU/Hnn39iwoQJqFevbDNlPKkWkvPz9kd4QE0A12YQVcQBVCIiotIwPEC0d+9etG3bFgDwv//9D82aNcPGjRuxePFiLFiwwNn1ERERVSqcQVQyY8eOhdV67ZLECRMm4Pjx4+jUqRN++uknfPDBB5W2FiqZ60HVVwuycCU/w83VEBEReQbDGUQFBQXw8/MDAKxevdp269b4+HgkJyc7t7qKSpoZ5Gj/Du4vcuM/LNydOaTJnhEXxXwnc8nzngxnQRnMDDJ6rhw9t7L9tTk8xfclZsFojuXgHZmkGUWyn1HZATSxPeo9rELOjiznR8zlMXhw1aKiyfiBsF3YXZMZJHzGpfsb7d+JmUSaOCVZ7UImkd2iJjaK3K5Xr1625/Xr18eBAweQlpaGqlWrOpzxVp5roZKJCKqNfed3AABSrpxGiF+YewsiIiLyAIb/5G3SpAlmz56NDRs2YNWqVejduzcA4Ny5c6hWrZrTCyQiIqpMOINI3/jx47Fjx44it4WHh5fpgIwn1ULGRNkFVadm8U5mREREQCkGiKZMmYI5c+aga9euGDhwIFq0aAEAWLFihe3SMyIiIiJXOHPmDBISElC7dm089dRT+Pnnn5Gfn1/payFj7IOqUzhAREREBKAUl5h17doVFy9eRGZmJqpWrWpbP2TIEFSpUsWpxVH54Mrb2svaO/qtuOwSMrNZvFxHf7vsEjOTXXv5FWaSy6w0l4jpbxcbWK2y7cLt0oX2mmUnXoIm3rpdcx411/rpH0vcX7Zdelmlph5xs/7xzMLYvPaSM5HeZWPCvgavf3P2JWfac2f0kjTxc6W/h94lZ+KVeuJnVnrJmbtuc2+99nB2nxXF/PnzYbVa8eeff+L777/HiBEjkJycjDvvvBP9+vVD3759ER4eXulqIWMig2rbnnOAiIiI6BrDM4iOHz+OY8eOqQaHgGvZRFevXnVaYURERERFMZvN6NSpE6ZOnYqDBw9iy5YtaNeuHebMmYOoqCh07twZ77zzDs6ePVupaqGSq1YlEl6ma9+TpmbxvSEiIgJKMUD0yCOPYOPGjZr1W7ZswSOPPOKMmoiIiCovRXHNowK7+eab8cILL+DPP//EmTNn8Mgjj2DDhg344osvKnUtVDwvsxdqBkUDuJZBZK1I0+yIiIhKyfAlZrt27cLtt9+uWX/bbbdh2LBhTimKiIiosnJFqHRFCqm+btSoUUWuN5lM8Pf3R//+/dGvX79KVwuVXERgLSRfOYUCaz4u51xAtSoR7i6JiIjIrQwPEJlMJly5ckWzPiMjAxaLxSlFuY2CGwEWkhwNaT+62x3ou4KT3nrdQUYzh8xekowhob2X0F6TUeR1Y39Nro7s1uqSXBuRNkMIwrJ6hdhezCiyWsT+9DOKZBlGItXrkfyISDOKxHNlMOxKeuch8dxLMow0/ZnFRSEXSHh9+hlF+reFl3NuJpGsP8OZRJLoKr1MIs3bJO4pySRSdV2GGURUMrt27cLOnTthsVjQqFEjAMChQ4fg5eWF+Ph4fPTRRxg9ejQ2bNiAxo0bV5paqOQig2sDKdeep2ad5QARERFVeoYvMevcuTMmT56sGgyyWCyYPHkyOnbs6NTiiIiIKhve5r5k+vXrhx49euDcuXPYsWMHduzYgTNnzuDOO+/EwIEDcfbsWXTq1AkjR46sVLVQyUXa3eo+Jeu0GyshIiLyDIZnEL311lvo0qULGjVqhE6dOgEANmzYgMzMTPz2229OL5CIiIhI9Pbbb2PVqlUICQmxrQsNDcVrr72Gnj17Yvjw4Rg/fjx69uxZqWqhkovgncyIiIhUDM8gatKkCXbv3o1//etfOH/+PK5cuYLBgwfjwIEDaNq0qStqJCIiqjQ4g6hkMjIycP78ec36CxcuIDMzEwAQFhaG/Pz8SlULlVxkUC3b85QrHCAiIiIyNIOooKAAvXv3xuzZszFp0iRX1eSZVH9cuzaLQpabUamI+SOO/iPHYOaQbNnLy0u93Vs/g8i+vZeYTyTJ0ZHl4sjymyzSzCH1spgpZi0Utwv7C+1NFiEHyIGMIvG1mGAsY0hsr8k0Mvi50rwXTs4kEmN7xM+dfUaRNp/IwzKJFNl7JckkkuUIQVxht0bzFYjkWBbhfTIX/Zw8Q79+/fDoo49i2rRpuPXWWwEA27Ztw+jRo9G/f38AwNatW9GwYcNKVQuVXJh/dfh6+SPfkovUbN7qnoiIyNAAkY+PD3bv3u2qWoiIiCo9V9yVvgJOIMKcOXMwcuRIDBgwAIWFhQAAb29vJCYm4r333gMAxMfH4+OPP65UtVDJmUwmRAbVxqmMI7iQfQ6F1kJ4mw2nLxAREVUYhr8Tfeihh/DJJ5+4ohYiIiLyAOvXr8fdd9+N6OhomEwmLF++XLU9KysLw4YNQ+3atREQEIDGjRtj9uzZun0uWLAAJpNJ9fD39y91jUFBQZg3bx4uXbqEXbt2YdeuXbh06RLmzp2LwMBAAEDLli3RsmXLUh+jPNZCxkT8c5mZVbHiYnaym6shIiJyL8NfkxQWFmL+/PlYvXo12rRpY/vD57p3333XacURERFVNq7IDDLaX3Z2Nlq0aIFHH30U9913n2b7qFGj8Ntvv+Hzzz9HXFwcfv31VwwdOhTR0dG45557iu03JCQEBw8etC3LLp0tiaCgIDRv3tzhfpzBk2qhkolUBVWfRWRwjE5rIiKiis3wANHevXvRunVrAMChQ4dU25zxh57o7NmzePHFF/Hzzz/j6tWrqF+/Pj799FPccsstAK790fvqq69i3rx5SE9Px+23345Zs2ahQYMGxg+mmtev81rEP7Q1f3eL+SPGS6msnP2PImmuj1m9LM0c8vYWltXbvYXt3kJGkf12MYNIbGsy6WcUmYVlqzSDSMgUEjKACoUMITGDqOCfyyaK224p0N/fUqifUWS1yzQS84hk+UqSWBvNXEmjmUTiuZdtd3Umkf12kyL7vSvpTPYjp8kQUpNlBmnPvXh4yXtpNEdI0dkmyz8SS7E/VS7471uxPOAas4SEBCQkJBS7fePGjUhMTETXrl0BAEOGDMGcOXOwdetW3QEik8mEyMhIQ7XI7N+/H6dOndIEQOvV4SqeVAuVjP2t7lOzTgO4zX3FEBERuZnhAaK1a9e6oo4iXb58Gbfffju6deuGn3/+GTVq1MDhw4dRtWpVW5upU6figw8+wMKFC1G3bl2MGzcOvXr1wv79+x2auk5ERFTRXL+j1nV+fn7w8/Mz3E+HDh2wYsUKPProo4iOjsa6detw6NAhW95OcbKyshAbGwur1YrWrVtj0qRJaNKkieHjA8CxY8dw7733Ys+ePTCZTLaB2+sDruIgtSt5Ui1kTEQwb3VPRER0nUffl2XKlCmIiYnBp59+irZt26Ju3bro2bMnbrrpJgDXvsWfPn06xo4di379+qF58+ZYtGgRzp07p8lLICIiKg9ceZv7mJgYhIaG2h6TJ08uVY0zZsxA48aNUbt2bfj6+qJ379748MMP0blz52L3adSoEebPn4/vvvsOn3/+OaxWKzp06IAzZ0r3j/Lhw4ejbt26OH/+PKpUqYJ9+/Zh/fr1uOWWW7Bu3bpS9VlanlQLGRMZeONW96lZvJMZERFVbqW6VcP27dvxv//9r8hp1N9++61TCgOAFStWoFevXnjwwQfx+++/o1atWhg6dCieeOIJAMDx48eRkpKCHj162PYJDQ1Fu3btsGnTJgwYMKDIfvPy8pCXl2dbFr9RJSIiqohOnz6NkJAQ23JpZg8B1waINm/ejBUrViA2Nhbr16/H008/jejoaNV/k+21b98e7du3ty136NABN998M+bMmYM33njDcA2bNm3Cb7/9hurVq8NsNsNsNqNjx46YPHkynn32WezatatUr600PKkWMibILxSBviHIzs/kDCIiIqr0DA8QLV26FIMHD0avXr3w66+/omfPnjh06BBSU1Nx7733OrW4Y8eOYdasWRg1ahRefvllbNu2Dc8++yx8fX2RmJiIlJQUAEBERIRqv4iICNu2okyePBmvv/667rE1ESJG4hs0WQ+STCJJe03eiV4+kqcTMz5cfe9lMWrGLGYQmXWXvYRcIFnmkK+Pj+6yj/eNZR+xb7OYQaSfOSRmFIkURZ01I8soKrCoM4bETKKCwgJhWd0+31u9vVDMLBIyigoLi88oshbq5yWJGUUizedKjN0RfqDNZv2gHE/OJBI/01LSzCKhuSLJ/NHsoF6UtZdlGBnPLCr+9WmPJeysk1Vl+Dw7wJURRCEhIaoBotLIycnByy+/jGXLlqFPnz4AgObNmyMpKQnvvPNOsQNEIh8fH7Rq1QpHjhwpVR0WiwXBwcEAgOrVq+PcuXNo1KgRYmNjVUHYZcGTaiHjIoNq42jafqTlnEdeYS78vBlRQERElZPhS8wmTZqE9957D99//z18fX3x/vvv48CBA/jXv/6FOnXqOLU4+4yCVq1aYciQIXjiiSekt9KVGTNmDDIyMmyP06dPO6liIiKiiq2goAAFBQWagVUvLy/NYK4ei8WCPXv2ICoqqlR1NG3aFH/99RcAoF27dpg6dSr+/PNPTJgwAfXq1StVn6XlSbWQcfZ3MjufzcvMiIio8jI8g+jo0aO2bwx9fX2RnZ0Nk8mEkSNH4o477pDOzDEiKioKjRs3Vq27+eab8c033wCA7U4oqampqj8wU1NT0bJly2L7LW0oJxERkct5wF3MsrKyVDN7jh8/jqSkJISHh6NOnTro0qULnn/+eQQEBCA2Nha///47Fi1ahHfffde2z+DBg1GrVi1bztGECRNw2223oX79+khPT8fbb7+NkydP4vHHHy/VSxo7diyys7Ntffft2xedOnVCtWrV8OWXX5aqz9LypFrIuIigGzlEKVlnERN6kxurISIich/DA0RVq1bFlStXAAC1atXC3r170axZM6Snp+Pq1atOLe7222/XTM0+dOgQYmNjAQB169ZFZGQk1qxZYxsQyszMxJYtW/DUU085tRYiIqLKYvv27ejWrZttedSoUQCAxMRELFiwAEuXLsWYMWMwaNAgpKWlITY2Fm+++SaefPJJ2z6nTp1SzTK6fPkynnjiCaSkpKBq1apo06YNNm7cqPkiqKR69eple16/fn0cOHAAaWlpqFq1qvYyTRfzpFrIOPWt7plDRERElZfhAaLOnTtj1apVaNasGR588EEMHz4cv/32G1atWoXu3bs7tbiRI0eiQ4cOmDRpEv71r39h69atmDt3LubOnQvgWk7HiBEjMHHiRDRo0MB2m/vo6Gj079/f+AEVFBGoUUQzg/lEhjOEDGYSaTI/xIyRSvS3qfiHuGzZbJYse+tnEskyh/x8fNXb7TKIvL3UP35ixpDI+D8yZBlF6g+OfW0AYLEKGUFW9ay7fCGTKK9AHVifJwTY53up25uFjKLC/BuvzyK8DxYxk8iin0kkvjbZz6B4WYzscyPm4Lgzk8gsvM9WMXBJQyfQqIjSZP1rPpWSiCBp5pBQnvHMohsrFG2YlHAs8X2VdF5G7O865sw+jejatavuPpGRkfj00091+xDv3vXee+/hvffeM1SHUeHh4S7t3whPqoX0RdhdYpZyhbEDRERUeRkeIJo5cyZyc3MBAK+88gp8fHywceNG3H///Rg7dqxTi7v11luxbNkyjBkzBhMmTEDdunUxffp0DBo0yNbmhRdeQHZ2NoYMGYL09HR07NgRv/zyC/z9GTBIRETljwLnB/i7Z6jL9XJzc7F7926cP39eM9B7zz33VNpayBj7S8xSmUFERESVmOEBIvtvxMxmM1566SWnFiTq27cv+vbtW+x2k8mECRMmYMKECS6tg4iIiDzHL7/8gsGDB+PixYuabSaTCRbhToyVpRYyzt87AGH+1ZCee4m3uiciokqtRHcxy8zMNNTp9YwiIiIiMkhx0aOCeeaZZ/Dggw8iOTkZVqtV9SjrARlPqoVK53oO0ZW8dGTlG/u7l4iIqKIo0QyiqlWrIjk5GTVr1ixRp7Vq1UJSUlL5vrWr+Me0arq/fhaMNhND3C6GdAh5J7IOK1OokJNpslw0mURm3WVvIYNIXPYRcnzEXB/73CExc0iWY+PsS05kxIwkL7Oiu118reK5yMvPE5aFjCK7c12Yr84nEt8nk0nIRxIyisQYHqOZRGLGkEjWvkwziYRhfsOZRMLvH/2EIm3GmTa3R2ivvxkm8b2B/u9DI5lFmr7NkmrE4uzba/Yld0tNTcWoUaMQERHh7lI8qhYqneiQWBy4mAQAOJd5Eg2rN3NvQURERG5QogEiRVHw8ccfIygoqESdFhQUyBsRERGRhieEVJcHDzzwANatW4ebbnL/Lck9qRYqnejgWNvzs5knOEBERESVUokGiOrUqYN58+aVuNPIyEj4CHdzIiIiInKWmTNn4sEHH8SGDRvQrFkzzd8dzz77bKWshUqnVkic7fm5KyfdVwgREZEblWiA6MSJEy4ug4iIiADOICqpL774Ar/++iv8/f2xbt061aWXJpOpTAdlPKkWKh37AaKzmSfcVgcREZE7Gb6LWUVm/0e5SYymsMvdEHMttHlF4rKYJ6I5cLHHKqq9WJsmRkNWn0CTh+JKYgSQmOVSxv+IkWUSidvFTCIvMYNIk1Gk/hEzC/9osCe+dqvmc2GVbDd27jSvTfPazbrbvcS8JlPxeUtAURlFuarlnLwbGUV5ZnU+kfi+FEreN6uQSWS1qM+do5lEsp8ZWeaQMzOJNH0LvyDEz6wmk0jRTx3S/r6R/L6Q/PqR5QKZIL43QgeaWyvonDtN38U3BYrKM7LvSzwuudsrr7yC119/HS+99JLmc16Za6HSCfELQ7BvKK7kZ3CAiIiIKi3+FUNERORJeBezEsnPz8e///1vjxiQ8aRaqPSi/5lFlJGXxjuZERFRpcS/ZIiIiDzJP7NZnfnQTsUq/xITE/Hll1+6uwwAnlULlZ4qhyiTOURERFT58BIzIiIiKncsFgumTp2KlStXonnz5ppg6HfffbdC1LJ+/Xq8/fbb2LFjB5KTk7Fs2TL079/ftj0rKwsvvfQSli9fjkuXLqFu3bp49tln8eSTT+r2+9VXX2HcuHE4ceIEGjRogClTpuCuu+4qdZ0Vgf2dzM5kHuedzIiIqNIp8QBRUlISWrZs6cJSPID9NHy9L1s1mT/qZU1Ch+abW2OZRGJ7WV5KWZPlq5Rn4msTl73MXrrL2lyfG8uyzCGL1SIsW3W3i8cSiZlCirC/rL2YOSR7rWJ7fx9f3e1mu/7EyzQ074Mw91F86YXQ52gmkVV4LzSXlWhicVyYSSTrW5afpJlHKpx7RcwsMpZBpMlYM5gLJNanbS+8Prv+xdeuqc0s+Zmxa1+mWW2uuCSs4vxattmzZw9atWoFANi7d69qW5m+Xy6uJTs7Gy1atMCjjz6K++67T7N91KhR+O233/D5558jLi4Ov/76K4YOHYro6Gjcc889Rfa5ceNGDBw4EJMnT0bfvn2xZMkS9O/fHzt37kTTpk0dqrc8iwmtZ3t+OuOoGyshIiJyjxIPELVr1w6vvvoqAxiJiIjI7dauXevuEmxcWUtCQgISEhKK3b5x40YkJiaia9euAIAhQ4Zgzpw52Lp1a7EDRO+//z569+6N559/HgDwxhtvYNWqVZg5cyZmz57t9NdQXtQJrW97fjL9sBsrISIico8Sj/QsW7YMH330ETp06IDDh/kfTSIiIldwdv6Q/R06y7vdu3drZvDp2bdvHwoLZXMKy3ctHTp0wIoVK3D27FkoioK1a9fi0KFD6NmzZ7H7bNq0CT169FCt69WrFzZt2lTsPnl5ecjMzFQ9KpoAnyqIDKoNADiVcRSFVtd8doiIiDxViQeI7rrrLuzbtw/x8fFo1aoVZsyY4cq6iIiIiFRatWqFS5culbh9+/btcerUqQpdy4wZM9C4cWPUrl0bvr6+6N27Nz788EN07ty52H1SUlIQERGhWhcREYGUlJRi95k8eTJCQ0Ntj5iYGKe9Bk8SG9YAAFBoLUDyFdd8doiIiDyVoZDq0NBQLFiwAH379sWAAQMwduxYeHmpc0jS0tKcWmCZsst90ORaKMVnfmgzN8R8EXG7sf1Nkvaab4bFuBIxM0QWh6CXd1LUdidyNM/IaD6T0f5lWRKOZE0oipgxpJ855OOl/vH1EzJ+/H38VcveQmZQodBfgaVAtZxXkKdazi9Uby+0qL9Z9RbqkWUUifWb/UzFtnVUecskMkTMZ5K1l3wtoJfpc62BsQwiRfx9pjmefn2y9mIelf1mk1iLpm/xfdappSyvrHbFXccqyAwiRVEwbtw4VKlSpUTt8/PzK3wtM2bMwObNm7FixQrExsZi/fr1ePrppxEdHa2ZJeSIMWPGYNSoUbblzMzMCjlIFBvWAFvOXLtk8GT6YVUuERERUUVn+C5m27Ztw7hx49CgQQOMHj0a3t68ERoRERG5XufOnXHw4MESt2/fvj0CAgIqbC05OTl4+eWXsWzZMvTp0wcA0Lx5cyQlJeGdd94pdoAoMjISqampqnWpqamIjIws9lh+fn7w8/NzXvEeKi6soe35yfTD6Bjby43VEBERla0Sj+4UFhbi1VdfxTvvvIOnn34akyZNgr+/v3xHIiIiKjFOICreunXr3F2CjSfUUlBQgIKCAs2sRS8vL918pPbt22PNmjUYMWKEbd2qVavQvn17V5VabtQJuxFUfSL9kBsrISIiKnslHiBq3bo1srKysHLlStudMoiIiMjJOEJEdrKysnDkyBHb8vHjx5GUlITw8HDUqVMHXbp0wfPPP4+AgADExsbi999/x6JFi/Duu+/a9hk8eDBq1aqFyZMnAwCGDx+OLl26YNq0aejTpw+WLl2K7du3Y+7cuWX++jxNkG8IalSJwoWryTiZfhiF1kJ4mzlbnoiIKocS/xevbdu2eO+99xAcHOzKetzv+h/RYs6G3R/XmkwNBzOGtNvFXAz99trji91JMoqcnPei17fhO+loAkiM7S7LktG+V/rtnXknIKvQl7gsZhKJmT5B/oGq5aoBoarlGoHV1O191O1FuYW5quXLuemq5YtXL6uWM3OuqJbFjCLxXIkZRWLOkP3rC/B17mUMshwwzfts0X+fZZlE0iwsSSaRSPMzat/e0VwssTQxc0gky1gTc34MtxfeC019Qjlif/btNflJ+vlqun278PckkZ7t27ejW7dutuXrOUCJiYlYsGABli5dijFjxmDQoEFIS0tDbGws3nzzTTz55JO2fU6dOqWaZdShQwcsWbIEY8eOxcsvv4wGDRpg+fLlaNq0adm9MA92U/jNuHA1GfmWPJzJOIa4qg3lOxEREVUAJR4g+vjjj11ZBxEREYETiEita9euuoPIkZGR+PTTT3X7KOpyuAcffBAPPvigo+VVSDdVa4zNZ34DABxJ28cBIiIiqjTK8r4sREREREQe7aaqjW3Pj6Ttd2MlREREZYsXVRMREXkSTiEicqs6YTfBx+yLAms+jnKAiIiIKhEOENlTcCPjRi/Xx2BmkJgRpFjFHAxhUczsENpr40gkGUOaIB/9/eWZJfq5Hvb7SzN7NNEskiwXo5lGkjwmcVm864ts2WK1GKvHjpjBYxG2i5lE/t7qDCJ/H3VOT0RQDdVyrcAo1bKPELJZYC1ULXv5qycURgWqb3d8OShdtXwy44xqOeXKedXy1bwc1bL4eny9fVTL9udDzFvy8/HV7Uv2PoqZQrLPgWZZ/JkVyH4GRbJMIln/qp8DSa6OdGBALEXcX6xNuFuSScjK0hxPkwMk9Ceea6G9JoZMlmGkaiucN6FvRfMLQuzbVPRz8gg5OTlQFAVVqlQBAJw8eRLLli1D48aN0bNnz0pbCznO2+yDulUb4dClPbiQnYzM3MsI8a/q7rKIiIhczqFLzHJzc+WNiIiIqMSuTyBy9qOi6devHxYtWgQASE9PR7t27TBt2jT069cPs2bNqrS1kHPcFM7LzIiIqPIxPEBktVrxxhtvoFatWggKCsKxY8cAAOPGjcMnn3zi9AKJiIiIRDt37kSnTp0AAF9//TUiIiJw8uRJLFq0CB988EGlrYWco75qgGifGyshIiIqO4YHiCZOnIgFCxZg6tSp8PW9cdlH06ZNeaczIiIiR3EKUYlcvXoVwcHBAIBff/0V9913H8xmM2677TacPHmy0tZCzmE/g4g5REREVFkYziBatGgR5s6di+7du+PJJ5+0rW/RogUOHDjg1OLKmqIotswKTW6Q3bJ2m5g5JMm10CwbzRySHU+S4yNuh3g8SYaJLKPIiQxnDglkWTLislWzLGYOGcsksirqHzEvA+dOzCgSc3e8TeqcnireAaplMXMou/CqajnUN0S1HOCl3j8jP0O1XNUvTLUcWL2KatnfW50TdCr9nGo5KzdbtVxoUWcgeXvdqFd87T5e6tei+Ijvk3DexQwiacaQfnuror9dQ/MrwFjOl+FcMD0m/UwfbXthWfgaQZbro/39I3Sv6U+SUSSpR/z9p9i9Xu2xhH3FQ+v0XYa/9qiE6tevj+XLl+Pee+/FypUrMXLkSADA+fPnERISItm74tZCzhEWUA3VqkTg0tVUHL98EIXWQnibGd1JREQVm+EZRGfPnkX9+vU1661WKwoKCpxSFBERUaWluOhRwYwfPx6jR49GXFwc2rVrh/bt2wO4NoOnVatWlbYWcp7rl5nlW/JwJuOYm6shIiJyPcNfhTRu3BgbNmxAbGysav3XX3/NP4KIiIgcZD+b1Zl9VjQPPPAAOnbsiOTkZLRo0cK2vnv37rj33nsrbS3kPPXDm2DLmbUArgVVx1Vt6OaKiIiIXMvwANH48eORmJiIs2fPwmq14ttvv8XBgwexaNEi/PDDD66okYiIiEglJycHISEhiIyMBHDj1vI333wz2rZtW2lrIecRc4h63NTffcUQERGVAcMDRP369cP333+PCRMmIDAwEOPHj0fr1q3x/fff484773RFjWXHfhq++GWrfQSJmEWhaVt8JgagzTASgzE0ORmajA4xP0XoTzyAsF0RtstyfhzJPzGatSKeW5OwQlO7uF3yLbkmW0bInjGLWTQWdXuLRZ11U1CoztHJLyw+VwfQZuvY8zKrM4XEvCNxOacwT7WcW5irWhZzc8zCFaUxgbVVy9FVooT+c1TLf2eoM8Yy87NUy3GhdYR68lXLBULmUF6Bun77z4pZOG/i50g8r34+6vyjQuF9EpfF99HLqj73mqwqs+RnSpJxJPucitvFRb3PtaOZYZqff8nPmDZzSOjQrP/7Tvr7RZZ5pMkN0nn9kvwied6RqejnruaKS8Iq3gQi9OvXD/fddx+efPJJ263lfXx8cPHiRbz77rt46qmnKmUt5Dx1wm6Cj9kXBdZ83smMiIgqBcMZRADQqVMnrFq1CufPn8fVq1fxxx9/oGfPns6ujYiIiKhInnRreU+qhZzH2+yDulUbAQAuZCcjIzfNzRURERG5Vqlvx5Cfn4/z589rZmDUqVOnmD2IiIhIRoELMogq4BQiT7q1vCfVQs5Vv1oTHLq0BwBw+NJe3FKrs5srIiIich3DM4gOHz6MTp06ISAgALGxsahbty7q1q2LuLg41K1b1xU1EhEREalcv7X86dOnsXLlSttMZnfe5t4TaiHnalitme35wYu73VgJERGR6xmeQfTII4/A29sbP/zwA6KiohzKp/E4drkPmtwLu0VtRpDQjSJmcIgNhEUhz0STCWLVz+kRQzm0x5Pkn4jbIckIkWWcuPBuObK8JCnNuRcyiSxC7o+QVWMqVB+/wEudXVNQWKBaLvRW/4jZ5wx5mdXjs+Jorbi9UMjwyc67qlpOzb6oWq7qH6Za9vfyVy2n5KSo2/uq2wd4B6iWIwMiVctpuepMokDvKqrliMDqquX03EzVcr5wruwzlryEzB/x3IhZTmImkY+3j7CsPnfi+ypmTVm91J8Dcaak5nNn9GPoxJyvEhxMvSz5edX8jEl+H4iZRZrfR+J2SYaR5tyYxZ95dXtNfJPd8TT5b+KhNfuK23XyjFyJGUQlMn78ePzf//0fRo4ciTvuuMPtt7n3lFrIuRpUawoTTFCg2GYSERERVVSGB4iSkpKwY8cOxMfHu6IeIiIiIin7W8u3bNnStt7dt7l3dy3kXIG+wagdWhenM47hVPpRXC3IQhWfIHeXRURE5BKGLzFr3LgxLl68KG9IREREximKax4V0OHDhzFt2jTcfvvtOHv2LADg4MGDbvk7xZNqIedqWK05AECBFUcu8W5mRERUcRkeIJoyZQpeeOEFrFu3DpcuXUJmZqbqQURERKXH8aGS+eabb9CrVy8EBARg586dyMvLAwBkZGRg0qRJlbYWcr5G1Zvbnh+6yMvMiIio4jJ8iVmPHj0AXJs2bU9RFJhMJk22R7liVa49gCLCKOzbCfuJ2RTiH+JCzo0mF0OSi6PJ2BAzgzT9i/UJ/Qn1ixkiJkgyi2R5KfbbDe6ryXYRX7tYm8HaNf0L50LMmrEUqj/PZjEXyEudbZNfoM7V8RYyiuwziMwmdU6OyL4toK09ryBPtXw+S/0ttb+3r2q5XlicajkzP0u1vP3iTtVyqG+oajnHkqNatgonz2xSnxt/b3XmUYC3n/r4OhlLFqtw3oWMIfFzJJ4rXyH7qUBcLlS/b+L7aBLzoYRlzc+cJOBF8zMk+xnTfvB126uaOphnJMv5EreLGUGaUyHNEJJlHMnaC4c3F//7R/O7WvyKRC/fqALF7VUUEydOxOzZszF48GAsXbrUtv7222/HxIkTK20t5HyqoOpLDKomIqKKy/AA0dq1a11RBxEREQGumfJTAacQHTx4EJ07a285HhoaivT09EpbCzlfWEA1RATWQmr2WRy/fBD5ljz4evnJdyQiIipnDA8QdenSxRV1EBEREZVYZGQkjhw5gri4ONX6P/74A/Xq1au0tZBrNKzeHKnZZ1FoLcCxtAOIr9HC3SURERE5neEMouuuXr2KAwcOYPfu3aoHEREROUBx0aOCeeKJJzB8+HBs2bIFJpMJ586dw+LFizF69Gg89dRTlbYWcg1VDhEvMyMiogrK8AyiCxcu4D//+Q9+/vnnIreX5wwi+1n9Jp1cH21mkHpZk4khhGiIfcszjITNsgwOTUaSJONDrEeWyyF2r1lR+rAOWf6JtL1YrKR2sX+rRX3yxP4LhUwicXuesCxm15jtsnLEfX2EnB2zsN1b2G4Vas/KzVYtn7h8RrWcW5ivWo4Nra1aruoXplrOyM9QLVuED1agdxXVcoFVneNztVCdWVSoCLlCwusTX48RYl9iJpH4PnhJMobMQm6O1ayfu2OyGvvcigznfDmT9heWbi3iz5g2M0j8/SacK5P4u1U8t2I5+v1pfgHZ/66WHUt86WLXqr4YQuRpXnrpJVitVnTv3h1Xr15F586d4efnh9GjR+OZZ56ptLWQazSsbpdDdJEDREREVDEZnkE0YsQIpKenY8uWLQgICMAvv/yChQsXokGDBlixYoUraiQiIqo8eBuzEjGZTHjllVeQlpaGvXv3YvPmzbhw4QLeeOONSl0LuUaNKlGo6l8dAHDk0j4UWgskexAREZU/hmcQ/fbbb/juu+9wyy23wGw2IzY2FnfeeSdCQkIwefJk9OnTxxV1EhEREWn4+vqicePG7i4DgGfVQs5lMpkQX6MlNp1ejTxLLo6lHVDNKiIiIqoIDA8QZWdno2bNmgCAqlWr4sKFC2jYsCGaNWuGnTt3SvYmIiIiPbyJWcmtWbMGa9aswfnz52G1qi+DnT9/fqWthVyjcc3W2HR6NQBg3/kdHCAiIqIKx/AAUaNGjXDw4EHExcWhRYsWmDNnDuLi4jB79mxERUW5osayY1WuPQBtOIXd33rSDA4h00eb0aNe1GQYCc3F3AzIMowk7RWTeEAx9EPYrAnmgD77f4kYzTeR/StGU4qkGM3h9fsX3zttJpE6R6dQzDTxEjKJ8tW5P/avV8zNkeboCNt9vX3UtViEDKA8dQbQGcs51XJm3hXVcvUqVVXLVf3DVMv+3v7Qk1WgzkC6kH1JtZxbkKdaLrDoZxLZE/OJvCR5MOLnSpZJJFsW+9Pk0chyxMTNBn8ONJ9znZcvzTOSZfpA3OxYLpjmZ9Bg5pCmP2n74o+lCZDTyS/SLJdlBBFHiErk9ddfx4QJE3DLLbcgKirKrTlRnlQLuU6TGm1sz/ed34F7Gz/ivmKIiIhcwPAA0fDhw5GcnAwAePXVV9G7d28sXrwYvr6+WLBggbPrIyIiItKYPXs2FixYgIcfftjdpXhULeQ64VVqICq4DpKvnMKxy38jpyAbAT6B7i6LiIjIaQwPED300EO2523atMHJkydx4MAB1KlTB9WrV3dqcURERJWOK25LX/EmECE/Px8dOnRwdxkAPKsWcq3GNVoj+copWBUrDlz8C62i+L4TEVHFYfguZqIqVaqgdevWHBwiIiKiMvP4449jyZIl7i4DgGfVQq7VpKb6MjMiIqKKpEQziEaNGlXiDt99991SF+N2drkPmlwg+zgBMZNHkwkkhm4Ii3p9o4iIEEnmkLY/Y+01uRwCRdwuiwnSy14wmEmkqUVzcsRFIS/FpJ/l4mgmEYRMImfGTgT4+qmWZZlE3l7qH2fxXOYXqm/Je/FKmmo5M0edSeTnk6pa9vFSZx55C/UUWtXnIrcgV7WcV6DOY7II7e1fnyyfyVHyTCH9Zdn+Yk6ZlNjcwMuVZvY4mTxjSPIzKsn9MZ4bpFOP+PNv+FhuypFhBlGJ5ObmYu7cuVi9ejWaN28OHx/176iy/HvEk2oh14qv0QJmkxlWxYr953lzFiIiqlhKNEC0a9euEnXGUEYiIiIqC7t370bLli0BAHv37lVtK+u/RzypFnKtKj5BqFc1HkfS9uPclZO4nHMBVQNquLssqay8DJxIP4wzmcdxOecisvIzAQC+Xr6oXiUSUcF10Kh6cwT6Bru5UiIicqcSDRCtXbvW1XUQEREROIGopDzpbxNPqoVcr3HNNjiSth8AsCd1OzrHJbi5Ii2L1YJDl/bgr5RN+CtlC5KvnJLuY4IZDao1Qde6d6Nt7S7wNvtI9yEioorFUEj1iRMnsGrVKhQUFKBLly5o0qSJq+pyDytu3M5e57Isk3A9iOYu8MJVSJqrRwze5l56SZnQXHaJh4bmMgzhchnxEjeRTpKV9rU49k2q9Jbb4h2xhduVW63Cbesll5yJy5pLzASFuluNEW/tLl5y5iNcUuYl3qpdcqt38RIv8bbz+YVZuvWZhPuTK5prF9U0t6oX6rGvX+zbKOmlgwb/tWx0BoDRW8OLyvSyMdlt72W1ay4hM3abe+3+kno0l5jp/D42uK/mfbPfzkkgHufUqVOIiYkp8ufj1KlTqFOnTqWshVyveURbrDjwGQDgr5RNHjVAdCbjOP449Qs2nlqNzLzLhvZVYMWhS3tw6NIefL1vHv7d7Em0rdWVs+CIiCqREg8QrV27Fn379kVOTs61Hb29MX/+fNVdzYiIiMhBvItZidStWxfJycmoWbOmav2lS5dQt25dWIRB78pSC7levfB4BPuG4kp+Bvambke+JR++Xr5uqyc7PwubTq/GHyd/wYn0Q5rtJphxU3g86laNR1xYQ1QPjECQbyhMMCG38CouXE3BsbS/sTt1q22mUVrOBcza+gbW1/wJT9wyBmH+4WX9soiIyA1KPEA0btw43HnnnZg1axb8/f0xduxYvPDCCxwgIiIiciZeY1YiiqIUObMhKysL/v7+lbYWcj2zyQvNI2/Dn6dWIs+SiwMXktA8sm2Z1qAoCo6k7cO64z9i29l1yLfkqbZ7mbzRKqoD2tTqhGYRtyLIN6TYvuqF34x2tbthgPIUDl3ajR8OfoE9qVsBXLtT26trhuCZ9hNQP7yxS18TERG5X4kHiPbu3YuNGzciKioKAPD2229jzpw5uHTpEqpVq+ayAomIiIiuu35nVZPJhHHjxqFKlSq2bRaLBVu2bLEFRlemWqhstYxqjz9PrQQAJKVsKrMBoqsFWfjz5K9Yd+IHnM08odkeF9YQHWN74bbadyDIL9RQ3yaTCY2qt0DDas2RlLwRC5OmIz33EjLy0jB1w2gMa/damQ+EERFR2SrxAFFmZiaqV69uW65SpQoCAgKQkZFRYQaIFEWxZX+IOUIq4reEmswhY5k+jmcOifU4lkGkaF68kAejuTN08bf41nyjajDvRJblUt4yiex3F99XTd9CbVYhM8jfV/2ttK+3OkxSm0EkyygSX6twfMm5gEmdKSTylty63j53SLtN/30RaxPzlcRl2ftakZRpnlEJaN5L8don2a3ntR0KK5RiN4l5cdq+dJbL8rTxEjNd1++sqigK9uzZA1/fG5f2+Pr6okWLFhg9enSlq4XKVtOabeBl8oZFKcRfyZugtHjWpb9fC62F+OnQF/jx4BfIs+SqtgX4BKJDzJ3oEtcHdcJucvhYJpMJraJvx03hjfHh1gk4ePEv5Fty8cHmcRh9+1TE12jh8DGIiMgzGQqpXrlyJUJDb3wbYbVasWbNGtUtXe+55x7nVUdERERk5/odw/7zn//ggw8+QHCw+27L7Um1UNkK8AlEfI0W2Hd+By7lnMepjKOIDavvkmNl52dhxubxOHAxSbW+QbWm6BLXB7fW6gI/b+dfyhjiXxXP3T4Fc7dNwvZz61FoLcD7m8fi5c7TERPq+EAUERF5HkMDRImJiZp1//3vf23PTSYTgxiJiIgcYD+b1Zl9VjSffvop1qxZgzVr1uD8+fOaWZfz58+vlLVQ2Wkd1RH7zu8AAGw9s9YlA0RZ+ZmYsmEUTmccAwCYTWZ0jr0LPW66F7VD6zr9eCJfL1882XYsPtg0FrtTtyKnIBvvbXwFr98xB8EGL2EjIiLPV+J7SVutVumDg0NERERUFiZMmICePXtizZo1uHjxIi5fvqx6VNZaqOzcWqszTP/8Kb3lzFqnD8TmFeZi+saXbYNDwb6hGNN5Oh5pPapMBoeu8zZ74+l2r6Je1ZsBAGk55zFn2yRYxWvliYio3DM0g6jCs8KWJ6TNEbrxXJYJpM0oEv9gEDM21Iva/sWMICGfRehf8+eJ4QwisYFYkJDjI2y3z/mR5p+UdSaRQJaH4mgmkeb4dst62wBtBpE4AFtQqE448vP1Uy37+6hvuevtpf5xl2UUKcIHQT9hyLmMZg4VWtTnokA4V+K5E8+t7L1w9+wLzefc/nNZxpFC0owNTe6Pfi6YpjvN/pJMIs3+OudGc2zJ71b7rsoyu4kZRCUya9YsLFiwAA8//LC7S/GoWqjshPhXReOarbDv/A5cvJqC45cPoF74zU7pW1EULNj1Lo6k7QcAhPqFY0yX6YgMqu2U/o3y8w7AM7e9jld/+y8y8y5j7/lt+OHgYtwTz888EVFFUuIZRERERESeIj8/Hx06dHB3GQA8qxYqW+1q32F7vuXMWqf1u+HkL9h0ejUAwN+7Cp67fYrbBoeuqxpQHU/e+opt1tR3fy/CyfQjbq2JiIiciwNEREREnkRx0aOCefzxx7FkyRJ3lwHAs2qhstUmuiO8TNdm6G45sxZWxfG4hbOZx/H5Xx/Ylh9tPdopdydzhsY1W6Nvo/8DAFgUCz7e8RYKrQVuroqIiJyFl5gRERF5mgoYKu0Mo0aNsj23Wq2YO3cuVq9ejebNm8PHx0fV9t133600tZD7BPoGo1nErUhK2YT03EvYm7oDzSPblrq/vMIcfLhlAvIteQCAbnXvRtvaXZ1UrXP0u/lhJKVsxOmMYzidcQw/HFyC/jdrb2RDRETlDweI7FmVG3lBmhwh+wXHMoE0MTuSTCMFYi6GpH/or9DWI+S7CNs108zEDBCBfSaRWdxbWCzzTCJJxpDI0Uwi8WRaCi3Ft5VkEInLhZJMogJf9Td6fkImka+3+h8wYgaRl1k/dcjZmSyKTj6TLHMov1D9WguEZfFcicuyc+1pmUQViuZzVHz+W1ErdPPijB5b8ruN3G/Xrl2q5ZYtWwIA9u7dq1pfFplRnlQLuVenuAQkpWwCAKw7/r1DA0Sf/zUT566cBADEhNbDwOZDnVKjM3mbffB4m5cwYe1TsCgW/HBwCTrE9EDNoFruLo2IiBxkeICoXr162LZtG6pVq6Zan56ejtatW+PYsWNOK46IiKjSYUh1sdaudV7Gi6M8qRZyr5aR7RHmXw3puZeQlLIJl3MuompAdcP9bDy1ChtO/gwA8PPyx9C24+Hr5SfZyz1iw+qjZ/0H8PPhL1FoLcDi3R9iZIdJ7i6LiIgcZDiD6MSJE0Xezj4vLw9nz551SlFEREREROWBl9kLnePuAgBYFSvWHf/BcB/JV05h4a73bMuJrUYiKriO02p0hXviH0aY/7UvjP9K2Yyk5E1uroiIiBxV4hlEK1assD1fuXIlQkNDbcsWiwVr1qxBXFycU4sjIiKqbBRFcfpljBXxskj7DCB7JpMJ/v7+qF+/Pvr164fw8PBKVQu5R5e4Pvjx4BJYFAtWH12G3g3+hQCfKiXaN9+Sh4+2voE8Sy4AoFNsb3Soc6cry3WKAJ8qGNDsKczeNhEAsHj3TDSp2QY+Xr6SPYmIyFOVeICof//+AK79sZOYqA6i8/HxQVxcHKZNm+bU4kRvvfUWxowZg+HDh2P69OkAgNzcXDz33HNYunQp8vLy0KtXL3z00UeIiIgo3UGu/w2tkyOkyRPQtBUygzSZRRC2F13CjeMJ26WZRWIH+u2tQlCOmBsk1luClKIS9+1xmURinpTw4sVsGqOZRIql+JwdRfgcWWXL3upaxJl9YiZRvo86l8fH21tYVmcSeXupM4h8vNTtxXNlFs+dSX+CoiJ8kK06GUQWq/DaNK9V/dryC/SXxXNlLRQziPTPvfR9roD/GC8x8feNJudHvSj+DMoyiTSH0/uZ1tRipGdhf8bIeJxdu3Zh586dsFgsaNSoEQDg0KFD8PLyQnx8PD766CM899xz+OOPP9C4ceNKUwu5R7UqNdE+pgf+OLUS2QVXsO7490ho+G/pfoqiYNGu6TidcRQAEB0ci4daPOPqcp2mXe1uWHf8Bxy4mIQL2clYd/wH3Fn/PneXRUREpVTiS8ysViusVivq1KmD8+fP25atVivy8vJw8OBB9O3b12WFbtu2DXPmzEHz5s1V60eOHInvv/8eX331FX7//XecO3cO993H/zAREVE5xdvcl0i/fv3Qo0cPnDt3Djt27MCOHTtw5swZ3HnnnRg4cCDOnj2Lzp07Y+TIkeW6lvXr1+Puu+9GdHQ0TCYTli9frtqelZWFYcOGoXbt2ggICEDjxo0xe/Zs3T7nzZuHTp06oWrVqqhatSp69OiBrVu3Gq6N1O5qNND2xdFPh79Edv4V6T6/n/gRf5xaCQDw9fLH0+3Gw887wKV1OpPJZMKAZk/allcc+Aw5BdlurIiIiBxhOIPo+PHjqF7dePCeI7KysjBo0CDMmzcPVatWta3PyMjAJ598gnfffRd33HEH2rRpg08//RQbN27E5s2by7RGIiIiKjtvv/023njjDYSEhNjWhYaG4rXXXsPUqVNRpUoVjB8/Hjt27CjXtWRnZ6NFixb48MMPi9w+atQo/PLLL/j888/x999/Y8SIERg2bJgqGkC0bt06DBw4EGvXrsWmTZsQExODnj17MkvSQdHBdWy3pL+Sl45v93+q237/+Z34LOkD2/KjrZ9DrZC6rizRJeKqNsRtte8AAFzJz8BPh750c0VERFRapbrN/Zo1a7BmzRrbTCJ78+fPd0ph9p5++mn06dMHPXr0wMSJE23rd+zYgYKCAvTo0cO2Lj4+HnXq1MGmTZtw2223FdlfXl4e8vLybMuZmZlOr5mIiKhUeBezEsnIyMD58+c1l2xduHDB9t/1sLAw5Ofnl+taEhISkJCQUOz2jRs3IjExEV27dgUADBkyBHPmzMHWrVtxzz33FLnP4sWLVcsff/wxvvnmG6xZswaDBw82XCPd8K+m/8Wu5E3It+Tit2MrcFvMHWhQramm3ZG0/fhg83hYlGuXg9950324LaZ7WZfrNPc1eRTbzq6HRSnEyiNfo3u9fggLqCbfkYiIPIrhAaLXX38dEyZMwC233IKoqChtvoSTLV26FDt37sS2bds021JSUuDr64uwsDDV+oiICKSkpBTb5+TJk/H6669r1itWxZYDI2bL2C+KWTHSM6DJLBKOK+bgiHUZzSzSHN9Ye8Vk8F8SBtpr+pbEGZV5JpGmf6E8s5DPJLYX31udLBpN5pCQyaPNKBJycoQcHS+LOjPI4qXeXihkEnmJGUNCJpG4XcwkEs+Fl1m9XZZRZNXJ7RHziQqF12oRzoX42sT24nZLoX5+k3iutcvC++rif3zLcnzKM1kumOZnXPb7RtVe1lb/UG4bU1EU7e86Z/RZwfTr1w+PPvoopk2bhltvvRXAtcvRR48ebctN3Lp1Kxo2bFiha+nQoQNWrFiBRx99FNHR0Vi3bh0OHTqE9957T77zP65evYqCggLdEG1+uVYy1arUxD3xD+HrfR9DgRUfbnkdYzpPR0RQLVubHef+wJxtbyLfcu18toq6HQOaPeWukp2iZmA07qh3D1Yd/Rb5llz8eOgLDGoxzN1lERGRQYYHiGbPno0FCxbg4YcfdkU9KqdPn8bw4cOxatUq+Pv7O63fMWPGqO44kpmZiZiYGKf1T0RERK41Z84cjBw5EgMGDLANAnt7eyMxMdE2OBIfH4+PP/64QtcyY8YMDBkyBLVr14a3tzfMZjPmzZuHzp07l7iPF198EdHR0aoZ2aLivlwjrYQG/8ae1G04ePEvpOdewoR1T+OuBv9GWEA17Dz3B3ac+8PW9uYarfBU27GaL1nKo7sbDcLvJ35CviUX647/gD4NB3IWERFROWN4gCg/Px8dOnRwRS0aO3bswPnz59G6dWvbOovFgvXr12PmzJlYuXIl8vPzkZ6erppFlJqaisjIyGL79fPzg5+fnytLJyIiKh1eYlYiQUFBmDdvHt577z0cO3YMAFCvXj0EBQXZ2rRs2bLC1zJjxgxs3rwZK1asQGxsLNavX4+nn35aOuBz3VtvvYWlS5di3bp1ul/G8cu1kvMye+HptuMx9Y/ROJN5HNn5mfhq3zxNu7a1u+GJNi9WmNvCh/hXxR317sYvh79CgTUfPx1eiv9r/rS7yyIiIgMMDxA9/vjjWLJkCcaNG+eKelS6d++OPXv2qNb95z//QXx8PF588UXExMTAx8cHa9aswf333w8AOHjwIE6dOoX27du7vD4iIiJyr6CgIM0dTt2lrGvJycnByy+/jGXLlqFPnz4AgObNmyMpKQnvvPOOdIDonXfewVtvvYXVq1dL6+aXa8aE+FfFS53fw2dJ72PLmbWqbWH+1XBv4/+gc2yCy6MaylpCg3/jt2MrkG/Jw9pj3+OuBgM4i4iIqBwxPECUm5uLuXPn2v6Y8PHxUW1/9913nVZccHAwmjZVB/sFBgaiWrVqtvWPPfYYRo0ahfDwcISEhOCZZ55B+/btiw2o1mWX+yBEoAjZFPqZGUYzhLRBGMJmg5lFmswh8bWI9Wn2N5bbIQ0Ssj+W2LfYtJxlEmmyqsTXI55Ku2VNxpC4bJFsFzOMLEKujpBBZC5UT1/38lIXW+BdIGzXzxzSZhCpl8VzKfsjWJ1BpP/axQwiMUNIDM+3SjKHxHMnLovnWlafoyraPxhcSu9USbObDOQZleF7wgii4o0aNQpvvPEGAgMDVbNZiuLMv0c8tZaCggIUFBRofx97eWl+D4qmTp2KN998EytXrsQtt9zikvoquyDfEDzVdhzuvfkR7L+wC/mWPEQHx+LmGi0rzKwhUah/OLrVvQcrj1ybRfTz4S8xsPlQd5dFREQlZHiAaPfu3bZp0nv37lVtc8c/at577z2YzWbcf//9yMvLQ69evfDRRx+VeR1ERETkWrt27UJBQYHteXHK4u+RsqolKysLR44csS0fP34cSUlJCA8PR506ddClSxc8//zzCAgIQGxsLH7//XcsWrRINSg1ePBg1KpVC5MnTwYATJkyBePHj8eSJUsQFxdnu7FHUFCQ6rI4co7I4BhEBleey/ESGv4bvx37DgXWfPx2bAXuajgAof7FB6ATEZHnMCnO/uq7HMrMzERoaCga3N8EXj7/zJoQZz942S2b9WeNmMTtXib97WadY5XieLL95ccXZoJI+tduNxe7zSzrWzzvku0ashlGEDc7tl2cgCCdWaIzg0hGcy7FGTuSc2320p9BZPbWfgOtd7zKNINIsyy7q5lBhj/3OqdSdp5d/TMkm+kmW5bO3pJuV4rdBklfmu12my15hdg/cxsyMjIQEhICV7j+36JGiS3h5evcwFpLvgUHFya5tH5yjXXr1qFbt26a9YmJiViwYAFSUlIwZswY/Prrr0hLS0NsbCyGDBmCkSNH2n7eu3btiri4OCxYsAAAEBcXh5MnT2r6fPXVV/Haa6+VqK7rn1d+pqgoS3Z/iF+PfAMA6NtoEB5o8pibKyIiqtxK+t9twzOIrjty5AiOHj2Kzp07IyAgAIqi8LIIIiIicrmCggL07t0bs2fPRoMGDSp0LV27dtX9QiEyMhKffvqpbh/r1q1TLZ84ccIJlREVr3f9f2HN0e9gUQrx27Hv0KfhQAT4VHF3WUREJFF8WEwxLl26hO7du6Nhw4a46667kJycDOBaFtBzzz3n9ALLkmK98dBuU2wPaB5QPxThIbRXhIfR7eLxxPb2r0OxluL4Fqv6Ie5jER6a7cXva7VYdR+KoqgfYt/Cdu0bpagfJpP6ITCZTIYe2g7UD+n+Om3ln0/1ubAUWvQfBepHYX6B6pGfJzxy1Y+8nDzdR67wuJqTo3rk5OaqHrLt9o/cvDzdR35+vupRmF+o+ygoUD/EcyX7XFqt6ofmZ9wgvc+FbqZOJSD5kS3HBzNA/Hw562HA+vXrcffddyM6OhomkwnLly9XbU9NTcUjjzyC6OhoVKlSBb1798bhw4el/X711VeIj4+Hv78/mjVrhp9++slYYf/w8fHB7t27S7Wvs3lSLUSeIrxKDbSP6Q4AuFqQhXUnfnBzRUREVBKGB4hGjhwJHx8fnDp1ClWq3Pgm4N///jd++eUXpxZHRERU6YgD3c56GJCdnY0WLVrgww8/LKI8Bf3798exY8fw3XffYdeuXYiNjUWPHj2QnZ1dbJ8bN27EwIED8dhjj2HXrl3o378/+vfvr8kzLKmHHnoIn3zySan2dTZPqoXIU9zVcIDt+a+Hv0ahtUCnNREReQLDl5j9+uuvWLlyJWrXrq1a36BBgyKvZyciIqLyJSEhAQkJCUVuO3z4MDZv3oy9e/eiSZMmAIBZs2YhMjISX3zxBR5//PEi93v//ffRu3dvPP/88wCAN954A6tWrcLMmTMxe/ZswzUWFhZi/vz5WL16Ndq0aYPAwEDVdlffxcxTayHyFNEhsWgV1QG7kjficu5FbDq9Bp1ie7u7LCIi0mF4gCg7O1s1c+i6tLQ0+Pn5OaUoIiKiSquUly5K+8S1gEJ7fn5+hv/bnZeXBwDw9/e3rTObzfDz88Mff/xR7ADRpk2bNLeD79Wrl+bytZLau3cvWrduDQA4dOiQaltZZyJ6Ui1EnuSuhgOwK3kjAODnQ1/i9jo9YTYZvoCBiIjKiOEBok6dOmHRokV44403AFz7w8dqtWLq1KlF3mWjXLmewwNoc0Ds7iok3hlHbKpobjikaaGzVMRNhMTtEKnXKBBDlIS7S8mOLyzL+tNnbF+r0F5zZy5xf/GObrI7MBm8Q5PRP+wV4Wxq7k5l9+HQu8NZUcvSO64Jn0uLVX2nLu2dssQ7denfJU08d2bxbniSu5ZpbsSlc27ld5cTlsW7iknupCXehUw817Ltzr75o9E7vlVqmnMj/ow7sW+TXd8V5C2JiVHfatvIXauui4+PR506dTBmzBjMmTMHgYGBeO+993DmzBlbLmFRUlJSEBERoVoXERFhu8W6UWvXri3Vfq7gSbUQeZIG1ZqiYbVmOHRpD85dOYm/kjehVfTt7i6LiIiKYXiAaOrUqejevTu2b9+O/Px8vPDCC9i3bx/S0tLw559/uqJGIiKiysOFM4hOnz6turVpaWb++vj44Ntvv8Vjjz2G8PBweHl5oUePHkhISHD64KmeS5cuoVq1agCuva558+YhNzcXd999Nzp16lRmdXhaLUSe5q6GA3Bo0x4AwI+HlnKAiIjIgxme49m0aVMcOnQIHTt2RL9+/ZCdnY377rsPu3btwk033eSKGomIiMgJQkJCVI/SXhrepk0bJCUlIT09HcnJyfjll19w6dIl1KtXr9h9IiMjkZqaqlqXmpqKyMhIQ8fes2cP4uLiULNmTcTHxyMpKQm33nor3nvvPcyZMwfdunUr9WVrRnlSLUSeqnlkO9QKiQMAHEnbh6Npf7u3ICIiKlapLgIODQ3FK6+8gv/973/46aefMHHiRERFRTm7NiIiokpHURSXPFwhNDQUNWrUwOHDh7F9+3b069ev2Lbt27fHmjVrVOtWrVqF9u3bGzrmCy+8gGbNmmH9+vXo2rUr+vbtiz59+iAjIwOXL1/Gf//7X7z11lulej1GeVItRJ7KbDKjZ/0HbMsrj3ztxmqIiEiP4UvMdu/eXeR6k8kEf39/1KlTp/yGVdtlEGlzhOwI2SuaTCJphpAkk0jMIzGYGaRZYxL3d6x/Q5lEmn+TiNkumrCn4vuCNqNIzCRSTOJ7Ib5WgSzrRdHvT/xHl2y7fQHi50C6r6MZRWIuj0Wo3ao+vtUk5EGZxO16PySlyNWx327wtci2iz+jsnPr6owhw3k2Ou1l55V5RlQaWVlZOHLkiG35+PHjSEpKQnh4OOrUqYOvvvoKNWrUQJ06dbBnzx4MHz4c/fv3R8+ePW37DB48GLVq1cLkyZMBAMOHD0eXLl0wbdo09OnTB0uXLsX27dsxd+5cQ7Vt27YNv/32G5o3b44WLVpg7ty5GDp0qC037ZlnnsFtt93mhLNQvmoh8mTtY3rg630f40peOraf/R2Xrg5BtSoR8h2JiKhMGR4gatmype0fHNf/EWX/DxAfHx/8+9//xpw5c1R3OCEiIqIScGEGUUlt375ddeOJ63cfS0xMxIIFC5CcnIxRo0YhNTUVUVFRGDx4MMaNG6fq49SpU6qw+w4dOmDJkiUYO3YsXn75ZTRo0ADLly9H06ZNDdWWlpZmuywtKCgIgYGBqFq1qm171apVceXKFWMvuJQ8qRYiT+br5Ys76t6D7w4sglWxYvXR5fh3s/+6uywiIhIYHiBatmwZXnzxRTz//PNo27YtAGDr1q2YNm0aXn31VRQWFuKll17C2LFj8c477zi9YCIiogrNAwaIunbtqjuT7tlnn8Wzzz6r28e6des06x588EE8+OCDxoopgifd+c+TaiHyZHfUuwc/HvoChdYCrDvxA/rdPBj+3gHuLouIiOwYHiB688038f7776NXr162dc2aNUPt2rUxbtw4bN26FYGBgXjuuec4QERERERO98gjj9guZ8/NzcWTTz6JwMBAAEBeXl6lrYXIk4X6h6N9THdsOPkLcgqy8cfJX9DjpnvdXRYREdkxPEC0Z88exMbGatbHxsZiz55rt7Bs2bIlkpOTHa+ujCnWaw+gqByhG9+kar4bFDKJNBE90owfsUd1B4qQs2M8M0i23cmZRKpcIaM56MYyisRMov9v777jo6j2NoA/u5tKGiWdFEIHIZTQkZ4XREURK6BURQSuFEWK0qUoioWLgChyrVgpYgMpQXoNnQRIIBASWiCNkITd8/6BLNmZZCdDsplN9vnez3yus3PmzG8mIdmcPfOM7JNbhcMrfs4r+0awnjmkhlD4SF/+fSFrIO3Q6rra3B7Z/lB57oqRQyW4dkoZQUqbbfwobqXMIbuacVDaxy7hpVX80pThY9Q1I0Tpn2cFum4DBw60WH/++edlbQYMGOBwtRCVB91rP4V/zv0JANhw+hd0rfkY9DqDxlUREdFdqgeI6tevj3nz5uHTTz+Fi4sLACA/Px/z5s1D/fr1AQDJyckICGDwHBEREZWuL774QusSzOypFqLyINSnJhr6NcfxKwdwKTsZsSm70Dy4vdZlERHRv1QPEC1atAiPPfYYQkJCEBkZCeDOrCKj0Yh169YBABISEjBixIjSrZSIiMgR2EEGERGRrXSv/RSOXzkA4M4j7zlARERkP1QPELVr1w6JiYn45ptvEB8fD+BO6GS/fv3g5eUFAHjhhRdKt0oiIiIiIir3IgNbIdAzFKlZ5xF39RDO3TiF8Mp1tC6LiIhwHwNEAODl5YXhw4eXdi3aM4k7C+TRNwXzYGRZLJJulDOG7CuTSJ5NUZr9S2qXXFi95FjSUuQRQtKMIkkLpcgjpUwihcwhxbwWhYyigtk31rbdaaBUm/XtSplCJc3pKXEOUDme0qA2f0l15lAJ8ptKnGek8uuu9vtE7f6qld9vK0sV5TyIiCT0Oj261+6DL2M/AnBnFtGwFpM0roqIiID7HCA6deoUNm/ejMuXL8NksvyDferUqaVSGBERERERVTztw7rj5+NfIDsvA7vPb8YzDwxDZfdqWpdFROTwVA8QLVu2DK+88gp8fX0RGBho8Wm1TqfjABEREVEJCCFKfWaVrZ/cR0SkhquTO7rUeBTr4r+FUdzGxoTVePKBoVqXRUTk8NQ+gxxvv/02Zs+ejdTUVMTGxuLgwYPm5cCBA7aokYiIyHEIGy0V0D///IPnn38ebdu2RXJyMgDgq6++wrZt2xy6FqLyoFutx2H49xH3mxN/RZ4xV+OKiIhI9QDR9evX8fTTT9uiFs3d/dRWCHEvj+jfRRRYYILFImTbi963sP1VtzeaLBZhgsWi3J90kZyP0SRZhMWipn+lY5uMJotFemyTUSgskv0LOWbBRam9yWSyWAp+Twgh7uSzWFt0OstFQqfT3fci78z6It1fr9dbLDq9zmKR7S/Zrrq+ckzxXEv7Wkm/fgr1OBTpvzGif/3888/o0aMH3N3dcfDgQeTm3vnjMj09HXPmzHHYWojKiyrufmgV0gUAkJWXgR1JGzSuiIiIVA8QPf3001i/fr0taiEiIiIqlrfffhtLlizBsmXL4OzsbH69ffv2ZT6j2Z5qISpPetR+yvzff576ESZhstKaiIhsTXUGUe3atTFlyhTs2rULjRs3tngjBACvvvpqqRVHREREVJi4uDh07NhR9rqPjw9u3LjhsLUQlSc1qtRFPd8miLt6CKlZ53EodReaBbXTuiwiIoeleoDo008/haenJ2JiYhATE2OxTafTcYCIiIioJGxxO10FvD0vMDAQp0+fRo0aNSxe37ZtG2rWrOmwtRCVNz3rPIO4q4cA3JlFxAEiIiLtqB4gSkxMtEUd9uFuDg8AIUn0LJj6IX2brZOEhljbtzj7S1sot7ecjiskdw7qFPuTsn4+MtLNopjbCluXkUw1Fjqr69KJyTrJdp1e2t5yD1m+i8JNmLL20j/CrOXFSNqWNFtG9pQihe6kx5NeK8X+ZQ2sb7brkFyV10rtdqX+Vfd3n23/3cFyvaQDB5LdZd8nij8DZB2oOp5df1+RTb300ksYPXo0li9fDp1Oh4sXL2Lnzp14/fXXMWXKFIethai8iQxsjUDPUKRmnUfc1UNIvB6HiCr1tC6LiMghqR4gIiIiIhuyxVPHKuBA2sSJE2EymdCtWzfcvHkTHTt2hKurK15//XX85z//cdhaiMobvU6Ph+o8jRUHFwAA/jz1A15pxYFVIiIt3NcA0YULF7B27VokJSUhLy/PYtuCBQtKpTAiIiKiouh0Orz55psYP348Tp8+jaysLDRs2BCenp4OXQtRedQu7P/w8/HlyMy9gb3JMXj65kvwrRSodVlERA5H9QDRxo0b8dhjj6FmzZo4efIkGjVqhLNnz0IIgebNm9uiRiIiIofBCCJ1XFxc0LBhQ63LAGBftRCVJy4GV3Sr+ThWn/gfTMKEDad/Qd/IEVqXRUTkcFQ/5n7SpEl4/fXXceTIEbi5ueHnn3/G+fPn0alTJzz99NO2qLHsmATEv4s5j+jfRRRYYBIWi5As8n2l29Xtr7q90WSxCKOwWCBZlOoryfko1y7ZbizpYlK5SPYvpEZri8lksliEEBYLrC06nfVFQqfTleoiP4D1RafXWS6S/vR6vdVFtr+KRak2xVqVFoVzUbyWSjUpUPzaWGlfjMZWv6+USL+nZd/jCu3VH8/6UuIOVC2wXMiuzJ07F8uXL5e9vnz5crzzzjsOWwtRedW15uNw1rsAAGLO/obsvCyNKyIicjyqB4hOnDiBAQMGAACcnJyQk5MDT09PzJw5k2+CiIiISqpUB7nUjK6VL0uXLkX9+vVlrz/wwANYsmSJw9ZCVF55u1ZG+/AeAIBbt3MQc3adxhURETke1QNEHh4e5tyhoKAgnDlzxrzt6tWrpVcZERGRI5LOXCqtpYJJTU1FUFCQ7HU/Pz+kpKQ4bC1E5VmP2k+an9b795lVuG26rXFFRESOpdgDRDNnzkR2djbatGmDbdu2AQAefvhhvPbaa5g9ezaGDBmCNm3a2KxQIiIiortCQ0Oxfft22evbt29HcHCww9ZCVJ4FeYWhaVBbAEBazhXsubBF24KIiBxMsUOqZ8yYgeHDh2PBggXIysoyv5aVlYXvv/8ederUKf9PMBP/ZuFA/mFrweQOIQkV0Ulay/fVSbYLyXZJGQr7S1uUvL2ktbSB5AWd0FnbDJ2wtk1Si6Qved+S6hS26yVjntZqu7Nusnp82bpesi7NdFExJ08xDUYpL0b6dVFoL82DKVZ+jZX9i5OtY/V4KmY0qK21xEr5cGrrL9H5qvy+kW9W+MJINsvaK2yXr1s/nLSBUn8Vgi1m/FTAy/TSSy9hzJgxyM/PR9euXQHceZDGG2+8gddee81hayEq7x6q8wwOpuwAAPwevxJtQrtCr1N90wMREd2HYg8Q3X0TXrNmTfNrHh4evLeeiIiIytz48eNx7do1jBgxAnl5eRBCwN3dHRMmTMDEiRMdthai8q5utcaoVbUhzqQdx4WMBBxK2Ylmwe21LouIyCGoGo4v80/xiYiIHA1DqotFp9PhnXfewZUrV7Br1y4cPnwYaWlpmDp1apm/X7GnWojKO51Oh171+pvX18Z9XTFnixIR2aFizyACgLp16yq+0UlLSytRQURERETFlZSUhGvXriEvLw8JCQnm1x977DGHroWoPGsS2AahPrVwPv0MEq/H4djlfWgU0FLrsoiIKjxVA0QzZsyAj4+PrWrRnDAJiH8ziKyl+Mi3lW0mkfSF0s8wkrr/ekt+rYruu7DtJljPFJJmGKlfl0y6k6xKP+HS6yUNrIyvyjN6FD4tK+WMIvnupZxZJFWBPlQv6QwBLTOHlChnCClkAilkmimuywqyvm6xezn9wNkWE34q4ofvCQkJeOKJJ3DkyBHodDrz997df09Go9EhayGqCO7OIvpkz0wAwK9x33CAiIioDKgaIHruuefg7+9vq1qIiIiIimX06NGIiIjAxo0bERERgd27dyMtLQ2vvfYa3nvvPYethaiiaFG9A4K8wpCSmYS4q4cRd/Uw6vlGal0WEVGFVuwMIt5DT0REVAaEjZYKZufOnZg5cyZ8fX2h1+thMBjw4IMPYu7cuXj11VcdthaiikKvM+DRev3M67+e/FrDaoiIHEOxB4gYDkdERFQGGFJdLEajEV5eXgAAX19fXLx4EQAQHh6OuLg4h62FqCJpE9INfpWCAABHL+9D/NUjGldERFSxFfsWM5PJpNyovCvwKevdLKK7dJJmRW27v+3qMn6gl7Q3StorRXpIM4xKuX3B7fK+pDtLc3esH9vW69bO5c669Ywj6Uw7k6R9wS+mNJ9ISA4m7cvWGUXy3Tlr8H7Z/NpZ61/lQIDaDCHljCGl/qXbra+X5swXpb6t/ryqgAMs5V2jRo1w6NAhREREoHXr1nj33Xfh4uKCTz/9FDVr1nTYWogqEoPegMfqP4/PD8wHAPx07DNM6vgh36MQEdmIqsfcExERkY3xFrNieeutt8wfXs2cOROJiYno0KEDfv/9d3z88ccOWwtRRdMurDuCvMIAAPHXjuDwpd0aV0REVHGpCqkmIiIi0srhw4fRqFEj6PV69OjRw/x67dq1cfLkSaSlpaFKlSplMrvAnmohqsgMegP6NByMRbtnAAB+PrYcjQNaQa/j59xERKWNA0QFCKMw3+ajM0hu4ypwy1mJbxlTuq2ppLecWbk9rrBXFPuXUPOo+pIeW37Ll/R2FUktknXpduktbbL9TZL20msrWdcprUv7L7BdevuZdF/pxVC6BU1K9Z8kpfy4dFv+UVTamWh29wdcKX4tlK5VSW8pU3zsvcn6utI9Zsq3wFlZV30/m33gY+6L1qxZM6SkpMDf3x81a9bE3r17Ua1aNfP2qlWrOmQtRBVdVHAHhFeug3M3TiEp/TT2JsegdUgXrcsiIqpwOPRORERE5ULlypWRmJgIADh79qym+Yj2VAtRRafX6fHUAy+a13869hnyjXkaVkREVDFxBhEREZFdsUVoUMWYQvTkk0+iU6dOCAoKgk6nQ4sWLWAwGAptm5CQ4DC1EDmCRv4t0MCvKU5cicWV7BT8dfonPFqvn9ZlERFVKBwgIiIionLh008/RZ8+fXD69Gm8+uqreOmll8yPl3fkWogcgU6nQ7/IkZi68WUImPDrya/RPqw7qrj7al0aEVGFwQGiAoRJyPMx/lUwk0gp40cxk0gv2V8yK122v9rH0EtuHFR6dLvaR73LM0KkuTtF9yV9QZ4ZJDm29FyU8o9K+th7ndK5Wc80UrMupI+xlx5LmkMjjUfS661ul2a1SPuT9a82pERtbk8phqDYXWaQkjK8VoqZPbIdFPaXZggpbFeb+6OUUSTv33r3sPbzR4m1nw9lOQGHE4iseuihhwAA+/fvx+jRozUdlLGnWogcQahPLXSJeBSbEtci13gLPx5bhmEtJmldFhFRhcEMIiIiInvCx9wrys/PR1JSElJTU7Uuxa5qIXIEfRoOhofzncHYHUkbEHf1sMYVERFVHBwgIiIionLF2dkZhw/bxx+F9lQLkSPwdPVBn4ZDzOsrDi5gYDURUSnhABEREZE9ufuc+9JeKpjnn38en3/+udZlALCvWogcQZeaj6JmlQYAgJTMJPwev1LjioiIKgZmEBVkAvBv3oXVt9LSYTVpbo71zfeRSWQ9d0dK1l7Sv5D0L61HWrFS/dbay5NXpJlD0kwiSc8KGUayjB9pLI9iXpL0ayHN5ZEeX926LK+qQP862bEktUgzgyTtTfIvpOWqQoaRkFxspVyfEmcWyTss2f7lSSn/cW4tV0i2TSljSG17hcwhxUyhkuaEqck4Ujw3630XPHfFLCcqc7dv38by5cvx999/IyoqCh4eHhbbFyxYUCFq2bp1K+bPn4/9+/cjJSUFq1atQu/evc3bs7KyMHHiRKxevRrXrl1DREQEXn31VQwfPrxY/a9cuRJ9+/bF448/jtWrV993nURlSa8zYHDzcZi+aTiMwohf475Bq5DOCPIK07o0IqJyjQNERERE9sQWE34q4PjW0aNH0bx5cwBAfHy8xbayDrK3ZS3Z2dlo0qQJhgwZgj59+si2jxs3Dps2bcLXX3+NGjVqYP369RgxYgSCg4Px2GOPWe377NmzeP3119GhQ4cS1UikhVCfWuhR52n8Hr8St035WHHwA0zssKD8PciCiMiOcICIiIiIyp3NmzdrXYKZLWvp2bMnevbsWeT2HTt2YODAgejcuTMAYNiwYVi6dCn27NljdYDIaDSif//+mDFjBv755x/cuHGjlCsnsr3H6w/A3gsxuHIzBXFXD+Gfc3+iY42i/70QEZF1zCAiIiKyK7bIH6qAU4gIANCuXTusXbsWycnJEEJg8+bNiI+PR/fu3a3uN3PmTPj7+2Po0KHFOk5ubi4yMjIsFiKtuTq5YWCzMeb1748sQcat69oVRERUznEGUQFCCHPOhDwH6B6lDCEYLVfluTrS3B1pf9LCrK8rTaRVm0kk618xt6Po9opt9VY3y89NoRZZrbKcH+uZJLL6JB1KM4xkuUEm67lBBfu3lk9U2LpS39Ip1UoZQ7L+Yb29tD+pMs8wqkDU5ttYtFfYVXXmkCwzSGXmkNLPC8WMInXHs/ozQTG/SLodVI7MnDnT6vapU6eWUSXa1rJw4UIMGzYMISEhcHJygl6vx7Jly9CxY8ci99m2bRs+//xzxMbGFvs4c+fOxYwZM0qhYqLS1SigJdqEdsOu8xuRnZ+J744sxsstJ2tdFhFRucQBIiIiIntiiwk/FXDwa9WqVRbr+fn5SExMhJOTE2rVqlWmA0Ra1rJw4ULs2rULa9euRXh4OLZu3YqRI0ciODgY0dHRsvaZmZl44YUXsGzZMvj6+hb7OJMmTcK4cePM6xkZGQgNDS2VcyAqqX6NR+BI6h5k52di5/m/0T7s/9AooKXWZRERlTscICIiIrInHCAqloMHD8pey8jIwKBBg/DEE084RC05OTmYPHkyVq1ahUceeQQAEBkZidjYWLz33nuFDhCdOXMGZ8+eRa9evcyvmUx3phI7OTkhLi4OtWrVku3n6uoKV1dXG50JUcl4u1XBs42HY/mB+QCA/x38EG9Hfw5XJzeNKyMiKl+YQUREREQVgre3N2bMmIEpU6ZoXUqZ1JKfn4/8/Hzo9ZZv5wwGg3nQR6p+/fo4cuQIYmNjzctjjz2GLl26IDY2lrOCqNzqEP4Q6vk2AQBcuZmCNSe/1LgiIqLyhzOIChBGcS9nRTJ0VjA9RZ6To5BJJHmPJmsvzX6RFibN6TFJW1jP1VDKEJLmAEGWfaNQn5XzkcXWyPJQJLk4Svkl0q+LYj6S9ZwfeYaRpD4rGUKFrssKKjpHyFo+0Z22CrUrZhJJS5Fea3UZRlKyTCHpN4YscqhkGUa22vd+qM0MKnF/CjlmVrcp7auwXZ75oy6DSJY5pJSJpNSfYq5Q0SFoSj8frF6bMpyBUzAPrzT7dBTp6elIT0/XugwApVNLVlYWTp8+bV5PTExEbGwsqlatirCwMHTq1Anjx4+Hu7s7wsPDERMTgy+//BILFiww7zNgwABUr14dc+fOhZubGxo1amRxjMqVKwOA7HWi8kSn02FQs7GYsvEl3Dbl489TP6BtaDeE+shnxBERUeE4QERERETlzscff2yxLoRASkoKvvrqK6uPhS9vtezbtw9dunQxr9/NARo4cCBWrFiBlStXYtKkSejfvz/S0tIQHh6O2bNnY/jw4eZ9kpKSZLOMiCqiIK8wPFqvH1af+B9MwoQvDizAW50/hl5n0Lo0IqJyQScc6WPFImRkZMDHxwehLWtA73TnDZTVJ0opPG1KNstF4elRsvay7dKZGtL+LDerrk/xeCrbF+hfNrNDda3qrq1i+xJeS3l7ldeqwP5KTy1T01eh/clm9Kh7CprS4/Fk39cq91fqr6z2vR+cQVT0dtUziKT9q+zPaj1qa7PyhDRj7m2cWLIf6enp8Pb2hi3c/V0U0bk29E6l+8eM6bYRiVtO27T+shYREWGxrtfr4efnh65du2LSpEnw8vJyyFrKyt3v14r0PUUVQ74xD1M3DUNKZhIA4PkmryK6Vm9tiyIi0lhxf29zBhERERGVO4mJiVqXYGZPtRA5OmeDCwY1G4u5W8cCAH469hmigtujirufxpUREdk/zjcuQJjE/S1Gk8UCo7BYlPaHCRaLfLtkEZaLMMFikbaX9SetT2GR9SfdbmVROlelvpWOpfprIVtMkkXp+CaLRe3+8vb3FtNty0W6r3y79f1NRmGxKLa/bbRYZLVLrrXJaFK13Pe/r8IWYbmYTKYyXaTHV1xKeL5Wj1/i62mSLCXrT+nnj2J7yY845Z9/kv4EzIusr5IuZBd27tyJdevWWbz25ZdfIiIiAv7+/hg2bBhyc3MdrhYiuqeebxN0rPEwAODW7Zv4+tBCjSsiIiofOEBERERE5cbMmTNx7Ngx8/qRI0cwdOhQREdHY+LEifj1118xd+5ch6uFiCw92+hleLtWAQDsv7gNBy5u17giIiL7xwEiIiIiO6J6hloxl4oiNjYW3bp1M6+vXLkSrVu3xrJlyzBu3Dh8/PHH+OGHHxyuFiKy5OHihX6RI8zrX8V+hJz8bA0rIiKyfxwgIiIisielcTtcBb5F7vr16wgICDCvx8TEWDwprGXLljh//rzD1UJEcq1DuqKRf0sAwPVbV/Hz8eUaV0REZN/seoBo7ty5aNmyJby8vODv74/evXsjLi7Oos2tW7cwcuRIVKtWDZ6ennjyySdx6dKl+z/o3eyKEmRmlDSTQznHxnJRnTmkkFkk70/SXiEDxGpmkMpzkWf+WO9fludUyu3V5zWpySgqOp+osH2VMonEbctFMZNIsl2aSaSYgSTNHJLWqyazSCkHyJb5RqWwqD0f1cewkg1V4owh6fdRSa+HdBaLws9PxcwhxVyhgg2sbSukNmvtyW4EBASYQ6Hz8vJw4MABtGnTxrw9MzMTzs7ODlcLEcnpdDoMbDYGLgZXAMDGM6txJu2ExlUREdkvux4giomJwciRI7Fr1y5s2LAB+fn56N69O7Kz700PHTt2LH799Vf8+OOPiImJwcWLF9GnTx8NqyYiIioBziCy6uGHH8bEiRPxzz//YNKkSahUqRI6dOhg3n748GHUqlXL4WohosL5eQShd4OBAAABgeUH5iPfmKdxVURE9smuH3P/559/WqyvWLEC/v7+2L9/Pzp27Ij09HR8/vnn+Pbbb9G1a1cAwBdffIEGDRpg165dFp/iERERUfk3a9Ys9OnTB506dYKnpyf+97//wcXFxbx9+fLl6N69u8PVQkRF61H7aey5sAVnb8QjOeMsfo37Bn0aDta6LCIiu2PXA0RS6enpAICqVasCAPbv34/8/HxER0eb29SvXx9hYWHYuXNnkQNEubm5Fo+dzcjIsGHVREREKtjitrYKdJucr68vtm7divT0dHh6esJgMFhs//HHH+Hp6elwtRBR0Qx6A4ZGjcf0TcNhFEb8FvctooI7ILxyba1LIyKyK+VmgMhkMmHMmDFo3749GjVqBABITU2Fi4sLKleubNE2ICAAqampRfY1d+5czJgxQ/a6MJruzcLX64ouRvI+W9pSSPc1We4gay9Z10n2F2r3l7QQOkkL6Q4K67LdpdulNyoWqF9Wu8Kx5H3rrDaQ/c2jUJu8vaQ+nc7aZtlNmUrXRvrFKliP7KlCOum5SvtSaC+51tLvQ51J+n0h7U6yXbq/5PhCp267lOx0C7wgrUWJ7HtcJdXHK+kf2wq7K/ZfYLvS93RJt8v/jUr2N1lvr3g82f4lbG+ytk1drRbbK874SoXh4+NT6Ot3P0QqS/ZUCxEVLtSnFh6t1x9rTn4JozBi+f53MaXLJ3DSl5s/h4iIbM6uM4gKGjlyJI4ePYqVK1eWuK9JkyYhPT3dvPAJI0REZC9kDz4opYWIyNH1qt8fId4RAIBz6afxR/z3GldERGRfysUA0ahRo7Bu3Tps3rwZISEh5tcDAwORl5eHGzduWLS/dOkSAgMDi+zP1dUV3t7eFgsREREREVVcTnpnDI16A7p//wRac/JLJGec1bYoIiI7YtcDREIIjBo1CqtWrcKmTZsQERFhsT0qKgrOzs7YuHGj+bW4uDgkJSWhbdu2ZV0uERFRyQnYYAqR1idFRGQfIqrUQ8+6zwAAbpvy8fn++TAJo8ZVERHZB7u+6XbkyJH49ttvsWbNGnh5eZlzhXx8fODu7g4fHx8MHToU48aNQ9WqVeHt7Y3//Oc/aNu27X09wazgNHydNM+l4Ip0WE36O0Uht0ZtBpDS/vIcHEmujjTHR5rLI8mm0UkOIIvKUcrdKbAuywBSCFBS7FshA0ieXyIN2lE4nuxaSzOUrOf4qMo0kmUAKdWuMvNHZYaRNMdHdWaR9FrI6pWUZ+V8ZH/LqswzUiStvaR/PZfw/h3F3ZVyedS0VZkxpLhd+rNS5fFKmhNkkTkk3a72Z62Vcy1x7pQaQl5LqfRJREQAgN4NBuLAxe1IzTqPhOsnsP70L3ioztNal0VEpDm7nkG0ePFipKeno3PnzggKCjIv339/737hDz74AI8++iiefPJJdOzYEYGBgfjll180rJqIiIiIiOyVi8EVQ6PGmx/s8vOxz5GadUHjqoiItGfXA0RCiEKXQYMGmdu4ublh0aJFSEtLQ3Z2Nn755Rer+UNERET2TNhoISKie+pUa4ToWk8AAPJNefhs3zwYTbzVjIgcm10PEBEREREREdnCUw8MRYBHdQDA6bTj+D2+5E9LJiIqz+w6g6isCZO4l8Miye0pmEkk+yRWmosjycQQ0rAZvTTrRdpe0p9kfyHZH7IMDnXrspwg6fFl0TbWM4sKrsryi6RDkpLrLIzSzB9Je8XMIMnxFDKMlPKVpF86WQyJNLdHRUaRYoaPLDJIIXNIsRaFACaV22WZRWr7l2ZdFdys0FYpbkk5lMj6fAq1mUYljqdR6EBN5lCJM4Vk/Vs/nurMoBJnFBV/f8XaZPlJVn62So9rS7Z4Lj2fc09EJOPq5I6XWkzE7JjREDBh9YkViAxshfDKdbQujYhIE5xBREREREREDql2tQfwaL2+AACjMGLp3jnIM+ZpXBURkTY4QERERGRPGEJERFSmHm8wAOE+tQEAFzPP4edjn2lcERGRNjhAREREREREDstJ74xhLSfDSe8MAPjr9E84ceWgxlUREZU9ZhAVIIymex+ySgNhCmblKGX8yHJxpDkY0r6VClPIlpFmIElzfSQ5G/JYHHX9qzl/aQyNPH/EclWWh6SQryTPGJLULjs3SXvFjKGSHc9aLpAsc0j6dVT4tpHVppCvpJQJpDbjSDGzSELen7S7gi9IjyXpS9K3LP9IYX8lZT7ZQikGyFp+TGlnCillBJW0P1kukNLxFfq3ljOkNnPI2rHKMMOHEURERGWvuncNPP3Ai/juyGIAwLJ972BWt8/g4eKpcWVERGWHM4iIiIjsyd0RotJeiIjIqv+r/SQa+DUFAKTlXMYXB95T/uCFiKgC4QARERERERE5PL1OjxejJsLD2QsAsO/iVmxO/FXjqoiIyg4HiIiIiOwJQ6qJiDRTrZI/hkSNN69/e3gRzqef0bAiIqKywwyiAixm4UtzLQpQzMmRtbeeCSRrL61LIV5FfSaSQn2SBrL4FqU8mIKxHZK+dbLAFMmqQiaRUmaQ6owhhdwf6XbFDCWFnCCL/a3kEwHKmUOKIUVKmUUlzBxS3F9Kob+C33fy62i9b6GQfyQrRanWMqZ6+rq15kqZPgrtlTJ/lHZX259yRpF0d6X+i+5LcV81eUZERFRhRQU/iG41e2NjwmrcNuVj8Z63Ma3LJ3B1cte6NCIim+IMIiIiIjsihLDJQkRExfds4+EI86kNALiYeQ7fHFqkcUVERLbHASIiIiIiIqICXAwueKXVW3A1uAEAtp77HduT1mtcFRGRbfEWMyIiIiIiIokgrzAMaDoGy/bPAwCsOLAAId4RCK9cR+PKyJ6YhBEZt27gxq1ruH7rKtJvpSEj9wZu5mchJz8bOfnZuJmfjVxjDowmI0zCCKO48/9CCDjpneFscIGLwQXOele4ObnD09UH3q6V4eVSGd5uleFbKRB+HkHwdPHW+nSpguMAUQHCaLoXM6EvOqNEMSdHaQcrfd9pL1mXttdLsmskGUjWMoEAQCjWq1SPiv5L2pfCtZDl4Eiay3J3FOpRynuSRddI81SkDaT1FmyvlI8kzSiSZQSVbH/ljCPJqtrMIimFDKOC2+VfR3V9K1KZWVTWVN0NpNTY1plCCh0o5XYp9S+7NUqa+WZl/5LsC1jmxSllxxERUcXUPrw74q8dQczZ35BvysPCXdMwvesS/qHuQIQQSM+9jivZF3EpKxmXsy/eWbKSkZZzBem3rkPI3mTYRiVnT/h5BKG6dw2E+9RGWOU6CPOpBQ8XrzI5PlV8HCAiIiKyNxyPIiKyG883+Q/Op59BwvWTuHozFUv2zMa49nOg1xm0Lo1KWUbuDVxIT0BS+hmcT0/AhfQzSM26gFzjrVI7hkFngF5ngEFvAKDDbVM+bpvyi7XvzfwsnLtxCudunMIObDC/HuAZgnrVIlHPLxL1fZugWqWAUquXHAsHiIiIiOyILUKlGVJNRHT/nA0uGNl6OqZvHo7M3Bs4enkvfjm+Ak89MFTr0ug+3TblIyUzCef/HQy6kJ6A8+kJSM9NK3YfOujg41YVVdx84eNWFZXdfVHFrRp83KrC27UKPFw84e7kCXdnD1Ry9oCbU6V/B4XkTMKIfGM+8o25yLl9E5m5N5CRm47M3OtIz72Oy9kXcSU7BZezLyLt5hXZjKVLWRdwKesCtp77HQAQ6BmCpkFt0TSwHepUa1TkcYmkOEBEREREFrZu3Yr58+dj//79SElJwapVq9C7d2/z9kuXLmHChAlYv349bty4gY4dO2LhwoWoU6foXI4VK1Zg8ODBFq+5urri1q3S+1SWiMhWqlXyx4hWUzB/23iYhAnr4r5BiHcNtAntpnVpZIUQAum30nA+IwHn/50VdD49ASmZ52AURsX9ddDD3zMYAR7B8PMIRoBndfh7BMPfIxi+HkFwMbiUSp16nQGuTga4OrnB09UHfh5BRbbNM+bhYsZZnLtxCknpp3HuxikkXo+HUdw2t0nNuoA/T/2IP0/9iErOnmgS2AZtQ7uhoX8UnPQcAqCi8bujAItPba3cRirNHBJKt5xKc2hMChkd0owgWU6GNOdG4fjWo2sUc3tkOTwKmUa6IleKkY+k9thK7aVfK9UZQyXd30puj1KEj/TaKWUElXD/0s4skipRhpFCxpAsz0iB7Nj2TsXsD8WmpZ0pJGuv7niymS0qM4tk2UCiiP8uTi1q+rIlYYPjqewvOzsbTZo0wZAhQ9CnTx/LroRA79694ezsjDVr1sDb2xsLFixAdHQ0jh8/Dg8PjyL79fb2RlxcnHldlq1GRGTHGvg1wzONXsbKI4sBAJ/tfxfVKgWgTrVGGldGwL2Bk/MZCeYZQefTzyAzL71Y+3u6eCPUpxZCfWoi1LsmQn1qIdg7HC4GVxtXro6LwQU1qtRFjSp1za/lGXNxJu04Tl45hBNXDuLUtWPmWUY387Ow8/zf2Hn+b3i5+KBlSGe0De2G2lUf4O9hkuEAERERkYPIyMiwWHd1dYWrq/yNb8+ePdGzZ89C+zh16hR27dqFo0eP4oEHHgAALF68GIGBgfjuu+/w4osvFnl8nU6HwMDAEpwBEZG2etR+ChczzmHrud9x25SPj3dOwZQui+DvEax1aQ7DJEy4ejMVyemJOJ+RiAsZibiQnoDUrPMwKX5yfycDKMgrzDwYFOJdE6E+NVHZrVq5HTBxMbiigV8zNPBrhicwCFl5GTicugexqTtx5NIe5ORnAwAy89KxKWENNiWsQYBnCDrXeAQPhj8EL1cfjc+A7AUHiIiIiOyJECofZVfMPgGEhoZavDxt2jRMnz5dVVe5ubkAADc3N/Nrer0erq6u2LZtm9UBoqysLISHh8NkMqF58+aYM2eOeZCJiKg80Ol0GNBsDK7cTMGJKweRmZeOD3ZMxludFvJJUqXs7tPDLmac/XcQ6M5g0MXMs7h1O6dYfXi7VrkzI8jnzoygUO9aCPIKhXMp3RpmrzxdvNEuLBrtwqKRb8zDkUt7sev8RhxM2YF8Ux6AO7lF3x9dip+PL0eL6h3RJeJR1K0WWW4Hyah0cICIiIjIQZw/fx7e3vcezVzY7CEl9evXR1hYGCZNmoSlS5fCw8MDH3zwAS5cuICUlJQi96tXrx6WL1+OyMhIpKen47333kO7du1w7NgxhISE3Nf5EBFpwUnvhFGtp+PtmP8gJTMJKZlJ+GDHZIx/8F24OrlrXV65k52XidR/Q5Yt/z8Zt27fLFYfTnpnBHuF35kRZL5FrCZ83KrauHr752xwQfPg9mge3B45+dk4cHE7tiX9iRNXYgHcCezedX4jdp3fiHCf2nio7rNoWb0Ts4oclE7w0SbIyMiAj48PfGv6Q2+4E1qj00tzfu6tS0dVpW1l0SrS7dK+lfqTtZfuXnStd/ZX2956xpFsf2vnq3BtpNtl10KhvfTcZDsobFfcX/Faqzu+zkoGkfxaWO9b+VpK97dSSzGOp7o/KbX9W2mqukFJPwix9ScpJfkxrDZzSO2hVeb4yPsvWcZQiTKLlPLelPoqsL8xz4i4rw8hPT3dYoClNN39XRTcJNT8u6i0mIwmXDx0/r7q1+l0spDq/fv3Y+jQoTh06BAMBgOio6Oh1+shhMAff/xRrH7z8/PRoEED9O3bF7NmzVJVE2nv7verLf9NENm7y9kXMWvLKGTm3gAANPJviTHt3oaT3lnbwuyU0WTEhYxEnEk7jsTrJ5GSeR6Xsi4UOyPoLr9KQQjxiUB17wiEeEcg1CcCAZ6hHNBQKTXzPLacXYdt5/5CVp7lLehV3f3RvfaT6FTjEbg7V9KoQipNxf29zX9FREREpEpUVBRiY2ORnp6OvLw8+Pn5oXXr1mjRokWx+3B2dkazZs1w+vRpG1ZKRGQ7/h7BeL39O5i3dRxybmfj6OW9WLp3Dl5p9Rb0Oj5WHAAuZSXj8KXdOJK6ByevHkaesXhPrtRBD99KAQjwDEGQVyhCvCNQ3ScC1b1qcMCilAR6heK5xq+gT8Oh2Je8FetP/4SzN+IBAGk5l7HyyGKsOfklomv2Ro86T8PThR8GOAIOEBEREdF98fG5E2p56tQp7Nu3T9VMIKPRiCNHjuDhhx+2VXlERDYXXrkOxrabg/e2v4E8Yy72JsfAZb8bhka97rCDRBfSE7HrwibsTY7BpawLVttWcfNFoFcIAjxCEOAVgkCP6gjwCoVfpcAKnxNkL1wMLmgXFo22od0Qd/Uw/jj1PQ6l7gIA5ORn49e4b7DhzCr8X60+eKjO08zaquA4QEREREQWsrKyLGb2JCYmIjY2FlWrVkVYWBh+/PFH+Pn5ISwsDEeOHMHo0aPRu3dvdO/e3bzPgAEDUL16dcydOxcAMHPmTLRp0wa1a9fGjRs3MH/+fJw7d85qqDURUXlQ17cxRrWejo92vgWjMGJ70l8witt4KWoiDHrHGCS6kp2K3Rc2Ydf5TbiQkVBom8pu1VDXNxK1qjZArSoNEOJTE27MbLIbOp0O9f2aoL5fEyRnnMWfp37EjqQNMIrbuHX7Jn6N+xp/n1mF/6vdBz1qP8WBogqKA0QFCIh7+RaSJyQWTCAR0mgI6dMUpVkwCjkYshwcWWGSHZQygiT1CFlYjGJoiKS55f6y85fGsxTYXXoo2b4K10LW3mh9f8VTlfav9LWQ9CesnCtQSFSN9PwLbleqVZbZI/k+kh5MqRalc1E4nlJmkaw/KbX9l6RvtdulzWXttY1qUxVRVMJMohJnCin1V5oZQwr9KWYOmVQcqyy/BWz4FLPi2rdvH7p06WJeHzduHABg4MCBWLFiBVJSUjBu3DhcunQJQUFBGDBgAKZMmWLRR1JSEvT6ez9Ur1+/jpdeegmpqamoUqUKoqKisGPHDjRs2LAEJ0ZEZB8iA1vjlVZTsHjPLBiFEbvOb8RtYz6Gt3qzwmYSGU1GHErdhc2Jv+Lopb0Qkl+WOuhR17cRGge0QpPA1gjxrsknZJUT1b1rYGjUeDze4AWsi/sO/5z9A0ZxGzm3s7H25FfYeGY1etV/Ht1qPs6ZXhUMQ6pxL7CpWk0/85tZq0HUsuBldaHVakOplYOardejNihaKWRbKQy54PGVAq+VroWsPaTtlfqTbFeqXWVQdIlCrFUfW6EWxe87hf1LO9RaqiQh12UcUm1v7104QHR//ZXmAJExz4i4b8ompDqocYhNQqpTjlxgoDCVGoZUExXuYMoOLNo9A7dN+QCAB/yjMLL1NFRy9tS4stJzPecKtp79AzFnf0NazhXZ9tpVG6J1aFe0qt6ZTxGrIK7eTMWvJ7/BtnN/wijufWLvWykQTz4wFK1DukCvOOuBtFTc39scIAIHiDhAZOX4HCAq0JwDRFrhANH99ccBons4QESljQNEREU7nLoHC3dNRb4pDwAQ4h2Bse3mololf40ru38mYcLxywewOXEtDqbsgElY3rLgWykQHWs8jLah3eDnEaRRlWRrV7JTsfrECuxI2mAxY6xG5bp4tvHLaODXTMPqyBoOEKnAASIOEBV5fA4QFWjOASKtcIDo/vortwNEjarbZoDoaDL/mKdSwwEiIutOXTuKj3a+ZX58eGW3ahjZehrqVGukcWXqZOamY9u5P7ElcR0uZSdbbNNBj6ZBbdAl4jE0CmjBGSQOJOnGGfxw9FMcvbzX4vVmQe3RL3IEBwntEAeIVLh7saqE+94bIJINwhT4b8UBIXUDQIoDRiUcYFIaiFBsrzQQYWV/9X1br1U+KKLQn8rBsDIdQFIY3FIcUClhLbLvI1sPKEmpGWBSqk2B6lrKE5U/wRV/5CsNyMg7VNW+NAeACtts8YLavqwMGBnzjIj/7jAHiIj+xQEiImWpWRewYPtEXM6+CAAw6Ax4utEw9Kj9lF1n8QghEH/tCLYkrsPe5Bjz7XJ3VXarho41HkanGo+U61lRVHJHL+3D90eX4nz6GfNrTnpnPFz3OTxSty9cndw0rI4KKu7vbYZUExER2RE7yKgmIqJSEOgZgrc6/xeLdk9H3NXDMAojVh5ZjLirhzGo2Vi7y+fJzsvEjqQN2Jz4Ky5mnpNtf8A/Cp0jeqFZUDs46flnJAGNAlqgoX9z7Ez6Gz8c/RTpuWm4bcrH2pNfYfu5v/Bc5Ai0CO5g1wOiZIn/somIiIiIiGzA27Uy3njwfaw6/gXWxX8LADiYsh3x146gX+QItAv9P03/eBZC4HTaMWxJ/A17Lmw25ybd5eHijQ7hPdC5xqMI9ArVqEqyZ3qdHu3Du6N5cHusOfkVNpz+GUZhxLWcy1i0ezoa+jXH801fRbBXmNalUjHwFjPwFjPeYlb0dt5iVoL6eItZ2eAtZkW/UE5vMQtsGGyTW8xSj1/k7UBUaniLGZF6h1J34bN97yAzL938Wp1qjfBso5dRu9oDZVrLpaxk7EjagJ3n/zbfAldQ3WqN0TniUbSo3gkufIw5qXAxMwnfHvovjl7eZ37NSe+MR+v1wyN1+8KZ30+aYAaRCuYBorBq0BUjpFqav6aTBScrDKioHBBSPcCkNChSlqHWJRzQUb6W1mtTHbRclgNIamsr7XMt6wElKRWDPornIt9BoUHxj10m+0uV5Key2n1tHVpdwgEmxaBpVQNE0qbqQqrjV3KAiOguDhAR3Z+M3Bv49tB/sevCJovXmwS2QY/aT6GBXzObzCgSQiAl6zxiU3ZgX/I/SLh+QtbG3dkDD4b1QOeIR1DdO6LUayDHIYTAgZTt+O7wJ7h6M9X8epBXGAY1G4d6vpEaVueYivt7m1HzRERERHZq69at6NWrF4KDg6HT6bB69WqL7VlZWRg1ahRCQkLg7u6Ohg0bYsmSJYr93rhxAyNHjkRQUBBcXV1Rt25d/P777zY6CyK6y9u1Moa3egtj281BUIFbbg6l7sK7217Hm38PwdqTX+NSVrKVXoonKzcd+y9uw7eHF2HihoGYvGEQfjj6qcXgkA46NPRrjhejJuDDnj+if5NRHByiEtPpdIgKfhCzo5fjkbp9zU+4S8lMwtytY/DFgfeRnZepcZVUGGYQERER2RGGVFNB2dnZaNKkCYYMGYI+ffrIto8bNw6bNm3C119/jRo1amD9+vUYMWIEgoOD8dhjjxXaZ15eHv7v//4P/v7++Omnn1C9enWcO3cOlStXtvHZENFdTQLboJF/S2w9+zvWxX2DazmXAQAXM8/hl+PL8cvx5fCtFIj6vk1Qo0pdBHuFw88jCJ4u3nBzqmSeZWQSRmTmpuPGrTSk3byE5MxzuJCegKT0M4UGTd8V4l0T7cKi0Ta0G6q4+5XJOZPjcXVyw9ONXkKb0K744sD7SLh+EgAQc/Y3HEzZgeeb/Actq3diiLUd4S1muDfdqnL1KvduMbNyW1ZJM4hktzFJ6ilxZlEJM4yUb5uS7i/dXDBnp2S3v0kp3sJl57egFdxBet3U3pJV8gwiaXPb3pImpXiLmppjydorbC7pLyGtf4eV4Ke26gwi1dvVZhKp3F/FbWGlmXdkzDMi/ocjZXKLWUAD29xidukEbzEr73Q6HVatWoXevXubX2vUqBGeffZZTJkyxfxaVFQUevbsibfffrvQfpYsWYL58+fj5MmTcHZ2vq9aeIsZUekxmozYf/EfbDjzC05dO6rY3qAzQK8zwCSMMApjsY6hgx51fRujWVA7NAtqhwDP6iUtm0gVkzBiU8Ja/HTsM9y6nWN+PSq4AwY2HQNvtyoaVlfx8TH3RERE5RGnEJEK7dq1w9q1azFkyBAEBwdjy5YtiI+PxwcffFDkPmvXrkXbtm0xcuRIrFmzBn5+fujXrx8mTJgAg8FQ6D65ubnIzc01r2dkZJT6uRA5KoPegFYhndEqpDOuZKdib/IWHE7dg9Npx3DblC9rbyzGwJBBZ0CoTy3U822Cer6RqOvbGJ4uHMwl7eh1BkTXegLNgtrj60MLcTBlOwBg/8V/EHf1EAY0HYNWIZ21LZI4QERERERUXi1cuBDDhg1DSEgInJycoNfrsWzZMnTs2LHIfRISErBp0yb0798fv//+O06fPo0RI0YgPz8f06ZNK3SfuXPnYsaMGbY6DSL6l59HIB6u+xwervsc8ox5OHcjHskZZ5GSmYTrOVeRnZ+JrNx0mCBg0Blg0DvB08UbPm5VUcXNF0FeYQjxjkCgVwic9Pc3Q5DIlqpV8sfotrOwNzkGXx78EJl56cjKy8Ane2ZiT/IWDGgymrOJNMQBIiIiIjvCCUSkxsKFC7Fr1y6sXbsW4eHh2Lp1K0aOHIng4GBER0cXuo/JZIK/vz8+/fRTGAwGREVFITk5GfPnzy9ygGjSpEkYN26ceT0jIwOhoaE2OSciusPF4II61RqhTrVGWpdCVOpaVu+Eer5N8FXsR9ibHAMA2Je8FXFXDuGFpqM5m0gjHCAqQAjcexdtstJOGocieeMty+SRBF3opB1Is2SsHPvfDiUFSXMzFPpX2l8pB0iyWfaHh5roDKVMELVPK5deCmktsq+V5QGE7IspyRySnKz0Usv6t5KzI7tu1qOeZNtLur+sP5Xtlfu3/hepsJYrJOtc8m+ohBlEsnNVonXmkBpl/ph7lf2XtL2aR9WXIL9I2jfj+sge5eTkYPLkyVi1ahUeeeQRAEBkZCRiY2Px3nvvFTlAFBQUBGdnZ4vbyRo0aIDU1FTk5eXBxcVFto+rqytcXV1tcyJEROSQvF0rY2TradhzYQu+jP0QWXkZyMxLxyd7ZmJvcgxeaDoa3q6VtS7TofAx90RERPbk7hSi0l6owsnPz0d+fj70esu3cwaDASZT0Z82tW/fHqdPn7ZoEx8fj6CgoEIHh4iIiGypVUhnzIn+Ai2C790evTc5Bm/9PRSHUndpWJnj4QARERERkZ3KyspCbGwsYmNjAQCJiYmIjY1FUlISvL290alTJ4wfPx5btmxBYmIiVqxYgS+//BJPPPGEuY8BAwZg0qRJ5vVXXnkFaWlpGD16NOLj4/Hbb79hzpw5GDlyZFmfHhEREQDA260KRraehuEt3zIHqmfkXscHOybjy4MfIvf2LY0rdAy8xYyIiMiOCKi/U7A4fVL5tG/fPnTp0sW8fjcHaODAgVixYgVWrlyJSZMmoX///khLS0N4eDhmz56N4cOHm/dJSkqymGUUGhqKv/76C2PHjkVkZCSqV6+O0aNHY8KECWV3YkRERBI6nQ5tQruigV9TLD/wnnn20KbEtTh+5QBebvkmIqrU07jKik0nGKyAjIwM+Pj4wCvQx5xJo5NmzxR4YyXfJlmXbpdGrSi1l2YAqWwvz4ZRaK+UOaTUXpZNU+AF2b4KtamsXToHTnptrNZWyP6Kx1PM5VFqf+8FpWuheCzF2hSCc1TXrtC/UnvZ7tYyiKzvq/bcVO9fsubF6FBhuw1/Kqv+ia82o0h1e6XDq8sNsjh+SfKLJIz5Rpz66SjS09Ph7W2bxwTf/V3kVycAekPpTvA1GU24cuqSTesnx3L3+5XfU0REZAtCCGxO/BUrjyxGnjEXAGDQGfB4g4F4pG5fGPQGhR6ooOL+3uYtZkRERERERERkN3Q6HbrWfAwzui5FROU7s4aMwohfji/H3K1jcDn7osYVVkwcICIiIrInwkYLERERUTkT5BWGNzsvxGP1X4Du3+GL02nHMHXjS9h69g8+abaUcYCIiIiIiIiIiOySk94JfRoOxuROH8LPIwgAcOt2DpYfmI9Fu2cgOy9T4worDoZUFyBMBUYfpRkhosDjYqXZL8J6ZpBsXfrkWckwnUUdAHRK/Sttl52LNHfDeu6OkNYr3d/a8RSOJatNlikkPbT1ayPtXp4xJFmXlKd0PKWMIqGTti96d9lgt8rMIXltCvsrbJddOymV/Snl7MiOpyKDSDETSHG7wicNkgOo/lyitDOLrCnphyZqP3VRal7STCGl/lRkEqk+llTBn8Wmsvt0SghR6p+G8dM1IiIiKu/qVGuEmV2X4dvDi/DPuT8AAPsubkXC9ZMY3vJN1PVtrHGF5R9nEBERERERERGR3XN3roShUePxn9Yz4OHsBQBIy7mMuVvHYs2JL2ESRo0rLN84QERERGRPmEFEREREZFVU9Q6Y2W0Z6vlGAgAETFh1YgXe+ec1XLt5WePqyi8OEBERERERERFRuVKtkj8mdHgfTzQYbA6wjrt6GFM3voT9yf9oXF35xAyiAkwmYY4OkcbqWAylSTJ5pLkzOsm4myyWRpqzI9suzRSSNJDOmpNmGEk2K2bFSMiibVTm+FjUozJLRhaTofbY0q+F1hlF0valeW1KmjFUxplFss0lyCBSPBeVtciaq80QKsvMIbVKOHNEMbumhJlEiplCCv2VKGdIYd+Cm8sywkf8+7/S7pOIiIiootHrDHi8wQto6N8MS/a8jWs5l5Gdn4mFu6ehS0Qv9I0cAReDq9ZllhucQURERGRveHsZERERUbHVqdYIM7stQ4vqHc2vbU78FTM2v4IL6YkaVla+cICIiIiIiIiIiMo1DxcvjGw1DYObvWaeNZSccRYzNr+CTQlr+FTXYuAAERERkR0RwjYLERERUUWn0+nQKeIRTO+yBKE+NQEA+aY8fBn7ERbumoqsvAyNK7RvzCAqQBhN5nATkyQHqGCWjTQjSJYZZJKEFOkl43BGyTt1WeCRQtiLNHPIZD13R9a/JGBFMXNI2kDWH4pU6hlDsmMr1Ca71tZ3L/WMIivtVWf8qD1WaWcMlbA/+fedlb9YS5JfdB/9yWpTuifHnjOH1FI7cGDjTKISZQrd6aDIfRUHSawd28QRFiIiIqLyItg7HFM6f4LvjyzBxoTVAIADKdtxdmM8Xm45GfV8m2hboJ3iDCIiIiJ7wilERERERCXmYnDBC01fxeg2s+Dp4g0ASMu5gnlbX8Oq4ytgNEmf/kQcICIiIiIiIiKiCqlZcHvM6rYM9X2bAgAETFhz8kvM+2csrt5M1bY4O8MBIiIiIjvCCUREREREpauKux/e6DAfTzYcCv2/mSqnrh3F1I3DsDc5RuPq7AcziAoQEPcyJyQxQgXzWGQxNUq5OkKaSSTNLJI0V8gEkubmyDKQZME6CvVJ1xUzkqSsBPko5RWpzTeSXRxpcI6kvdqsmNLOKJJuLhiPIsvRsX5u0u8DxYwg6WY7yyySsuhfoa3sWErUZhqVsD+b729NaQ8EqM0MKmF/hRxAVX8WzdXmGUm3F9yfGURERERE5ZpeZ0Cv+v3RwK8pFu99G9duXsLN/Cws2j0DnWs8ir6RI+Dq5KZ1mZriDCIiIiK7Imy0EBEREVHtag9gZtdlaBXSxfzalrPrMGPzKziffkbDyrTHASIiIiJ7Yovbyzg+RERERGTm4eKJV1q+hSHNx8PFcGfW0MXMc5ixeQT+PrNa/Sz5CoIDRERERERERETkUHQ6HTrW6InpXZcgzKc2AOC2KR9fH/oYH++agqzcdI0rLHvMICrAZDJB928YiU6W/1Jg3WQ5rmaS5tZIMnykGUE6SQCJ/FiSDhUzgayHxUjzWnSSj5J10gaS/qURSooZSAWyOpTylOQZQ9LtdpZRpLN+7dTmAllrKytd4dxKnBEk3WzjzCIpi/5l+1r/RlHMECrtTCO1bN1/Sdj6wxGVGUKKu6vpT+W+8mMV+E/Jz0GbskWqtIN+CkZERESkJNgrDFM6/xc/HP0UG878AgA4mLIDUza+hGEtJ6OBX1NtCyxDnEFERERERERERA7L2eCC/k1GYUzb2fBy8QEAXL91Fe/+8xp+PrYcRpNR4wrLBgeIiIiI7Agfc09ERESkjaZBbTGz2zI09GsO4M6Tzn+N+xpzt47GlexUjauzPQ4QEREREREREREBqOLui9cffBdPPfAi9P9mpJxOO46pm17CngtbtC3OxipMBtGiRYswf/58pKamokmTJli4cCFatWqlqg9hEuasEFluT4FPX/V6SRiFQoYPpNkV0k9ypcN00rALhf6Ucn4U4lsKOb71/oQ0F0iWw3NvXZY5JClWyPKXJO3tLaNI2r80H0qaUSTNcyq4WWWmj+zropgRZOeZRbIOil+blGKGUAm3K2YcKfVXnmdvqKxdcaZKCTOJ1OQKWcsUUl2LqQy/iMwgIiIiItKUXqfHo/X6oYFfMyzZ8zau3ExBTn42PtkzE0cv70P/yJFwdXLXusxSVyFmEH3//fcYN24cpk2bhgMHDqBJkybo0aMHLl++rHVpRERERERERFQO1araADO6LUWbkK7m17ae/R3TN7+CpBtnNKzMNirEANGCBQvw0ksvYfDgwWjYsCGWLFmCSpUqYfny5VqXRkREpIqw0UJERERE6lVy9sTLLd/Ei1ET4GpwAwCkZCZh5pYR+Ov0TzCV6eNubavcDxDl5eVh//79iI6ONr+m1+sRHR2NnTt3FrpPbm4uMjIyLBYiIiK7IGCDlGqtT4qIiIio/NLpdHgwvAdmdF2KcJ/aAIDbpnx8d/gTzN82HtduVoy7l8p9BtHVq1dhNBoREBBg8XpAQABOnjxZ6D5z587FjBkz5H1duAxvb2+b1ElEROVXRkYGfHx8tC6DiIiIiDQU6BWKtzr/Fz8d+xx/nf4RAHDiykG8tXEoXmjyKtqGRkOnOsDUfpT7GUT3Y9KkSUhPTzcv58+f17okIiIiAIAQwiYLEREREZWcs8EFfSNfwRsPvoeq7n4AgJz8bHy6by4+2TMTWbnpGld4/8r9AJGvry8MBgMuXbpk8fqlS5cQGBhY6D6urq7w9va2WIiIiIiIiIiIiqOhf3PM6vY52obei7vZmxyDtza+iMOpezSs7P6V+wEiFxcXREVFYePGjebXTCYTNm7ciLZt22pYGRER0X1gSjURERFRueDh4omXW07GiFZT4eHsBQC4cesaFuyYiC9jP0Lu7RyNK1Sn3A8QAcC4ceOwbNky/O9//8OJEyfwyiuvIDs7G4MHD9a6NCIiIiIiIiKqwFqFdMbb0Z+jkX9L82ubEtZg6qaXcTrtuIaVqVPuQ6oB4Nlnn8WVK1cwdepUpKamomnTpvjzzz9lwdVERET2Tthguo8t+iQiIiKie6q4++K19vOwKWEtvj+6BHnGXFzKuoDZW/6D7rWfQp+Gg+Hq5KZ1mVbpBJMrzU+nSU9PZx4RERHJlMXvibvH8Ar0gU5fuk+/ECaBzNR0/p6jUsP3TkREREVLyUzCsn3zkHD93pPVAzyqY0jU66jn26TM6ynu7+0KcYsZERFRhcEMIiIiIqJyLcgrDG92WohnGg2Dk94ZAHApOxlzt47FV7Ef45adZhNxgIiIiMiO8DH3REREROWfQW/Aw3Wfw8xuy1C7akPz6xsTVuOtv4fi2OX9GlZXOA4QERERERERERHZQLBXGCZ3+gh9I0fAxeAKALh6MxXzt43H8gPvITsvU+MK7+EAERERkT3hLWZEREREFYpeZ0CP2k/h7W6fWWQQbT37OyZtGITdFzbbxYxvDhAREREREREREdmYv2d1TOjwPgY0HQ03J3cAQEbudSzeMwsf7JiEK9mpmtbHASIiIiI7wgwiIiIioopLr9Oja83HMSd6BZoHtTe/fvjSHry3/Q2YhEm72jQ7MhERERERERGRA6payQ+vtp2F/7SegSpuvgCApx94EXqddsM0TpodmYiIiGRsMdeH84eIiIiI7FNU9Q5o6N8cuy9sRlRwB01r4QAREREREREREZFG3J090DniUa3L4AARERGRXRGi9Kf8MIOIiIiIiBRwgIiIiMiOCBs8lp7jQ0RERESkhCHVREREREREREQOjjOIiIiI7AlvMSMiIiIiDXAGERERERERERGRg+MMIiIiIjsibPBQelv0SUREREQVC2cQERERERERERE5OM4gIiIisjec8ENEREREZYwziIiIiIjs1NatW9GrVy8EBwdDp9Nh9erVFtuzsrIwatQohISEwN3dHQ0bNsSSJUsU+/3www9Rr149uLu7IzQ0FGPHjsWtW7dsdBZERERUHnAGERERkR0RNnjimC36pLKRnZ2NJk2aYMiQIejTp49s+7hx47Bp0yZ8/fXXqFGjBtavX48RI0YgODgYjz32WKF9fvvtt5g4cSKWL1+Odu3aIT4+HoMGDYJOp8OCBQtsfUpERERkpzhARERERGSnevbsiZ49exa5fceOHRg4cCA6d+4MABg2bBiWLl2KPXv2FDlAtGPHDrRv3x79+vUDANSoUQN9+/bF7t27S71+IiIiKj94ixkREZEdEcI2C1VM7dq1w9q1a5GcnAwhBDZv3oz4+Hh0797d6j779+/Hnj17AAAJCQn4/fff8fDDDxe5T25uLjIyMiwWIiIiqlg4g4iIiMiu2GI0hyNEFdXChQsxbNgwhISEwMnJCXq9HsuWLUPHjh2L3Kdfv364evUqHnzwQQghcPv2bQwfPhyTJ08ucp+5c+dixowZtjgFIiIishOcQURERERUTi1cuBC7du3C2rVrsX//frz//vsYOXIk/v777yL32bJlC+bMmYNPPvkEBw4cwC+//ILffvsNs2bNKnKfSZMmIT093bycP3/eFqdDREREGuIMIiIiIjtii9vBeItZxZSTk4PJkydj1apVeOSRRwAAkZGRiI2NxXvvvYfo6OhC95syZQpeeOEFvPjiiwCAxo0bIzs7G8OGDcObb74JvV7++aGrqytcXV1tdzJERESkOc4gIiIiIiqH8vPzkZ+fLxvQMRgMMJlMRe538+bNQvcB+MQ7IiIiR8YZRERERPaEU4iogKysLJw+fdq8npiYiNjYWFStWhVhYWHo1KkTxo8fD3d3d4SHhyMmJgZffvmlxePqBwwYgOrVq2Pu3LkAgF69emHBggVo1qwZWrdujdOnT2PKlCno1auXeaCIiIiIHA8HiHDv0zI+kYOIiApz9/dDmcyuEIAo7VBpjg+VW/v27UOXLl3M6+PGjQMADBw4ECtWrMDKlSsxadIk9O/fH2lpaQgPD8fs2bMxfPhw8z5JSUkWM4beeust6HQ6vPXWW0hOToafnx969eqF2bNnF7suvnciIiIqP4r7XlYnOJcYCQkJqFWrltZlEBGRnTtz5gxq1qxpk75v3bqFiIgIpKam2qT/wMBAJCYmws3NzSb9k2PheyciIqLy5/z58wgJCSlyO2cQAahatSqAO5+w+fj4aFxN+ZKRkYHQ0FCcP38e3t7eWpdTbvC63T9eu/vHa3f/0tPTERYWZv59YQtubm5ITExEXl6eTfp3cXHh4BCVGr530gZ/jmuD110bvO7a4HXXhq2vuxACmZmZCA4OttqOA0SAedq1j48P/xHcJ29vb167+8Drdv947e4fr939K+zpTqXJzc2NgzhULvC9k7b4c1wbvO7a4HXXBq+7Nmx53YvzgQ6fYkZERERERERE5OA4QERERERERERE5OA4QATA1dUV06ZNg6urq9allDu8dveH1+3+8drdP167+8drR2SJ/ya0weuuDV53bfC6a4PXXRv2ct35FDMiIiIiIiIiIgfHGURERERERERERA6OA0RERERERERERA6OA0RERERERERERA6OA0RERERERERERA7O4QeIFi1ahBo1asDNzQ2tW7fGnj17tC7J7sydOxctW7aEl5cX/P390bt3b8TFxVm0uXXrFkaOHIlq1arB09MTTz75JC5duqRRxfZp3rx50Ol0GDNmjPk1XjfrkpOT8fzzz6NatWpwd3dH48aNsW/fPvN2IQSmTp2KoKAguLu7Izo6GqdOndKwYu0ZjUZMmTIFERERcHd3R61atTBr1iwUfB4Br9s9W7duRa9evRAcHAydTofVq1dbbC/OtUpLS0P//v3h7e2NypUrY+jQocjKyirDsyAqe3z/ZFul8bOJ1ON7Xm0sXrwYkZGR8Pb2hre3N9q2bYs//vjDvJ3X3Pb4d0rZmD59OnQ6ncVSv35983Z7uOYOPUD0/fffY9y4cZg2bRoOHDiAJk2aoEePHrh8+bLWpdmVmJgYjBw5Ert27cKGDRuQn5+P7t27Izs729xm7Nix+PXXX/Hjjz8iJiYGFy9eRJ8+fTSs2r7s3bsXS5cuRWRkpMXrvG5Fu379Otq3bw9nZ2f88ccfOH78ON5//31UqVLF3Obdd9/Fxx9/jCVLlmD37t3w8PBAjx49cOvWLQ0r19Y777yDxYsX47///S9OnDiBd955B++++y4WLlxobsPrdk92djaaNGmCRYsWFbq9ONeqf//+OHbsGDZs2IB169Zh69atGDZsWFmdAlGZ4/sn2yuNn02kHt/zaiMkJATz5s3D/v37sW/fPnTt2hWPP/44jh07BoDX3Nb4d0rZeuCBB5CSkmJetm3bZt5mF9dcOLBWrVqJkSNHmteNRqMIDg4Wc+fO1bAq+3f58mUBQMTExAghhLhx44ZwdnYWP/74o7nNiRMnBACxc+dOrcq0G5mZmaJOnTpiw4YNolOnTmL06NFCCF43JRMmTBAPPvhgkdtNJpMIDAwU8+fPN79248YN4erqKr777ruyKNEuPfLII2LIkCEWr/Xp00f0799fCMHrZg0AsWrVKvN6ca7V8ePHBQCxd+9ec5s//vhD6HQ6kZycXGa1E5Ulvn8qW/fzs4lKB9/zaqdKlSris88+4zW3Mf6dUramTZsmmjRpUug2e7nmDjuDKC8vD/v370d0dLT5Nb1ej+joaOzcuVPDyuxfeno6AKBq1aoAgP379yM/P9/iWtavXx9hYWG8lgBGjhyJRx55xOL6ALxuStauXYsWLVrg6aefhr+/P5o1a4Zly5aZtycmJiI1NdXi+vn4+KB169YOff3atWuHjRs3Ij4+HgBw6NAhbNu2DT179gTA66ZGca7Vzp07UblyZbRo0cLcJjo6Gnq9Hrt37y7zmolsje+ftMef42WH73nLntFoxMqVK5GdnY22bdvymtsY/04pe6dOnUJwcDBq1qyJ/v37IykpCYD9XHOnMjuSnbl69SqMRiMCAgIsXg8ICMDJkyc1qsr+mUwmjBkzBu3bt0ejRo0AAKmpqXBxcUHlypUt2gYEBCA1NVWDKu3HypUrceDAAezdu1e2jdfNuoSEBCxevBjjxo3D5MmTsXfvXrz66qtwcXHBwIEDzdeosH/Djnz9Jk6ciIyMDNSvXx8GgwFGoxGzZ89G//79AYDXTYXiXKvU1FT4+/tbbHdyckLVqlV5PalC4vsn7fHneNnge96ydeTIEbRt2xa3bt2Cp6cnVq1ahYYNGyI2NpbX3Eb4d0rZa926NVasWIF69eohJSUFM2bMQIcOHXD06FG7ueYOO0BE92fkyJE4evSoxb2SVLjz589j9OjR2LBhA9zc3LQup9wxmUxo0aIF5syZAwBo1qwZjh49iiVLlmDgwIEaV2e/fvjhB3zzzTf49ttv8cADDyA2NhZjxoxBcHAwrxsREVEx8T1v2apXrx5iY2ORnp6On376CQMHDkRMTIzWZVVY/DtFG3dn9ANAZGQkWrdujfDwcPzwww9wd3fXsLJ7HPYWM19fXxgMBlkq+KVLlxAYGKhRVfZt1KhRWLduHTZv3oyQkBDz64GBgcjLy8ONGzcs2jv6tdy/fz8uX76M5s2bw8nJCU5OToiJicHHH38MJycnBAQE8LpZERQUhIYNG1q81qBBA/M0zLvXiP+GLY0fPx4TJ07Ec889h8aNG+OFF17A2LFjMXfuXAC8bmoU51oFBgbKgnlv376NtLQ0Xk+qkPj+SXv8OW57fM9b9lxcXFC7dm1ERUVh7ty5aNKkCT766CNecxvh3yn2oXLlyqhbty5Onz5tN9/rDjtA5OLigqioKGzcuNH8mslkwsaNG9G2bVsNK7M/QgiMGjUKq1atwqZNmxAREWGxPSoqCs7OzhbXMi4uDklJSQ59Lbt164YjR44gNjbWvLRo0QL9+/c3/zevW9Hat28ve7RsfHw8wsPDAQAREREIDAy0uH4ZGRnYvXu3Q1+/mzdvQq+3/NFuMBhgMpkA8LqpUZxr1bZtW9y4cQP79+83t9m0aRNMJhNat25d5jUT2RrfP2mPP8dth+957YfJZEJubi6vuY3w7xT7kJWVhTNnziAoKMh+vtfLLA7bDq1cuVK4urqKFStWiOPHj4thw4aJypUri9TUVK1LsyuvvPKK8PHxEVu2bBEpKSnm5ebNm+Y2w4cPF2FhYWLTpk1i3759om3btqJt27YaVm2fCj4dQAheN2v27NkjnJycxOzZs8WpU6fEN998IypVqiS+/vprc5t58+aJypUrizVr1ojDhw+Lxx9/XERERIicnBwNK9fWwIEDRfXq1cW6detEYmKi+OWXX4Svr6944403zG143e7JzMwUBw8eFAcPHhQAxIIFC8TBgwfFuXPnhBDFu1YPPfSQaNasmdi9e7fYtm2bqFOnjujbt69Wp0Rkc3z/ZHul8bOJ1ON7Xm1MnDhRxMTEiMTERHH48GExceJEodPpxPr164UQvOZlhX+n2N5rr70mtmzZIhITE8X27dtFdHS08PX1FZcvXxZC2Mc1d+gBIiGEWLhwoQgLCxMuLi6iVatWYteuXVqXZHcAFLp88cUX5jY5OTlixIgRokqVKqJSpUriiSeeECkpKdoVbaekP3h53az79ddfRaNGjYSrq6uoX7+++PTTTy22m0wmMWXKFBEQECBcXV1Ft27dRFxcnEbV2oeMjAwxevRoERYWJtzc3ETNmjXFm2++KXJzc81teN3u2bx5c6E/3wYOHCiEKN61unbtmujbt6/w9PQU3t7eYvDgwSIzM1ODsyEqO3z/ZFul8bOJ1ON7Xm0MGTJEhIeHCxcXF+Hn5ye6detmHhwSgte8rPDvFNt79tlnRVBQkHBxcRHVq1cXzz77rDh9+rR5uz1cc50QQpTdfCUiIiIiIiIiIrI3DptBREREREREREREd3CAiIiIiIiIiIjIwXGAiIiIiIiIiIjIwXGAiIiIiIiIiIjIwXGAiIiIiIiIiIjIwXGAiIiIiIiIiIjIwXGAiIiIiIiIiIjIwXGAiIiIiIiIiIjIwXGAiKgC6ty5M8aMGaN1Gfetc+fO0Ol00Ol0iI2N1bqc+3b27FnzeTRt2lTrcoiIiKickb6nq1GjBj788EObHo/vwYgcFweIqNy7+8O/qGX69Olal1hsOp0Oq1evLla7u4uPjw/at2+PTZs22b5AlZ599lm0atUKRqPR/Fp+fj6ioqLQv39/q/u+9NJLSElJQaNGjWxdps2EhoYiJSUFr732mtalEBERkY0MGjTI/L7M2dkZEREReOONN3Dr1q1SP9bevXsxbNiwUu+3IL4HI3JcHCCici8lJcW8fPjhh/D29rZ47fXXX9e6RJv44osvkJKSgu3bt8PX1xePPvooEhIStC7LwieffIKkpCTMmzfP/NqsWbOQkpKC//73v1b3rVSpEgIDA+Hk5HTfx8/Ly7vvfUuDwWBAYGAgPD09Na2DiIiIbOuhhx5CSkoKEhIS8MEHH2Dp0qWYNm1aqR/Hz88PlSpVKvV+C+J7MCLHxQEiKvcCAwPNi4+PD3Q6nXk9Ozsb/fv3R0BAADw9PdGyZUv8/fffFvvXqFEDc+bMwZAhQ+Dl5YWwsDB8+umnFm127NiBpk2bws3NDS1atMDq1atlU2+PHj2Knj17wtPTEwEBAXjhhRdw9epV8/bOnTvj1VdfxRtvvIGqVasiMDDQYnZTjRo1AABPPPEEdDqdeb0olStXRmBgIBo1aoTFixcjJycHGzZsKLTtV199hRYtWsDLywuBgYHo168fLl++bN6+ZcsW6HQ6bNy4ES1atEClSpXQrl07xMXFWfSzZs0aNG/eHG5ubqhZsyZmzJiB27dvF1ljtWrV8Omnn2LmzJk4fPgw9u3bh7lz5+Kzzz5DlSpVrJ6flNFoxNChQxEREQF3d3fUq1cPH330kUWbQYMGoXfv3pg9ezaCg4NRr149AMCFCxfQt29fVK1aFR4eHmjRogV2794NADh06BC6dOkCLy8veHt7IyoqCvv27TP3uW3bNnTo0AHu7u4IDQ3Fq6++iuzsbPP23NxcTJgwAaGhoXB1dUXt2rXx+eefqzo3IiIiKt9cXV0RGBiI0NBQ9O7dG9HR0Rbvy65du4a+ffuievXqqFSpEho3bozvvvvOoo/s7GwMGDAAnp6eCAoKwvvvvy87TsFbzO7eRlXw/eiNGzeg0+mwZcsWAMD169fRv39/+Pn5wd3dHXXq1MEXX3yh6tz4HozIcXCAiCq0rKwsPPzww9i4cSMOHjyIhx56CL169UJSUpJFu/fffx8tWrTAwYMHMWLECLzyyivmwZGMjAz06tULjRs3xoEDBzBr1ixMmDDBYv8bN26ga9euaNasGfbt24c///wTly5dwjPPPGPR7n//+x88PDywe/duvPvuu5g5c6b5zcPevXsB3JsZdHe9ONzd3QEU/WlNfn4+Zs2ahUOHDmH16tU4e/YsBg0aJGv35ptv4v3338e+ffvg5OSEIUOGmLf9888/GDBgAEaPHo3jx49j6dKlWLFiBWbPnm21tsceewzPPfccBgwYgIEDB2LgwIF4+OGHi31ud5lMJoSEhODHH3/E8ePHMXXqVEyePBk//PCDRbuNGzciLi4OGzZswLp165CVlYVOnTohOTkZa9euxaFDh/DGG2/AZDIBAPr374+QkBDs3bsX+/fvx8SJE+Hs7AwAOHPmDB566CE8+eSTOHz4ML7//nts27YNo0aNMh9vwIAB+O677/Dxxx/jxIkTWLp0KT+tIiIicmBHjx7Fjh074OLiYn7t1q1biIqKwm+//YajR49i2LBheOGFF7Bnzx5zm/HjxyMmJgZr1qzB+vXrsWXLFhw4cKBEtUyZMgXHjx/HH3/8gRMnTmDx4sXw9fVV1QffgxE5EEFUgXzxxRfCx8fHapsHHnhALFy40LweHh4unn/+efO6yWQS/v7+YvHixUIIIRYvXiyqVasmcnJyzG2WLVsmAIiDBw8KIYSYNWuW6N69u8Vxzp8/LwCIuLg4IYQQnTp1Eg8++KBFm5YtW4oJEyaY1wGIVatWKZ5nwXbZ2dlixIgRwmAwiEOHDpmPNXr06CL337t3rwAgMjMzhRBCbN68WQAQf//9t7nNb7/9JgCYz7tbt25izpw5Fv189dVXIigoSLHetLQ04e7uLgICAkR6erpie6X67xo5cqR48sknzesDBw4UAQEBIjc31/za0qVLhZeXl7h27VqhfXh5eYkVK1YUum3o0KFi2LBhFq/9888/Qq/Xi5ycHBEXFycAiA0bNlitc9q0aaJJkyaK50NERETlz8CBA4XBYBAeHh7C1dVVABB6vV789NNPVvd75JFHxGuvvSaEECIzM1O4uLiIH374wbz92rVrwt3d3eI9UXh4uPjggw+EEEIkJiZavB8VQojr168LAGLz5s1CCCF69eolBg8eXOxz4XswIsd2/zeWEpUDWVlZmD59On777TekpKTg9u3byMnJkc0gioyMNP/33VvU7t6CFRcXh8jISLi5uZnbtGrVymL/Q4cOYfPmzYV+anHmzBnUrVtXdhwACAoKsrjVS42+ffvCYDAgJycHfn5++Pzzz2X937V//35Mnz4dhw4dwvXr182f3CQlJaFhw4bmdgX3DwoKAgBcvnwZYWFhOHToELZv324xY8hoNOLWrVu4efOm1fvhv/vuO+h0Oly9ehUnT56UXb/iWrRoEZYvX46kpCTk5OQgLy9P9mSKxo0bW3xiFxsbi2bNmqFq1aqF9jlu3Di8+OKL+OqrrxAdHY2nn34atWrVAnDn63r48GF888035vZCCJhMJiQmJuLIkSMwGAzo1KnTfZ0PERERVQxdunTB4sWLkZ2djQ8++ABOTk548sknzduNRiPmzJmDH374AcnJycjLy0Nubq75/dOZM2eQl5eH1q1bm/epWrWq+Vat+/XKK6/gySefxIEDB9C9e3f07t0b7dq1U90P34MROQbeYkYV2uuvv45Vq1Zhzpw5+OeffxAbG4vGjRvLbsW6O531Lp1OZx5EKY6srCz06tULsbGxFsupU6fQsWPHUjtOQR988AFiY2ORmpqK1NRUDBw4sNB22dnZ6NGjB7y9vfHNN99g7969WLVqFQD5LWkF69PpdABgri8rKwszZsywOL8jR47g1KlTFoNnUgkJCXjjjTewePFivPDCCxg0aBByc3NVn+/KlSvx+uuvY+jQoVi/fj1iY2MxePBg2Tl4eHhYrN+9/a4o06dPx7Fjx/DII49g06ZNaNiwofn6ZGVl4eWXX7Y450OHDuHUqVOoVauWYt9ERETkGDw8PFC7dm00adIEy5cvx+7duy3ycObPn4+PPvoIEyZMwObNmxEbG4sePXqUKMxZr7/zp5wQwvxafn6+RZuePXvi3LlzGDt2LC5evIhu3bqpfoAL34MROQ7OIKIKbfv27Rg0aBCeeOIJAHd+2Zw9e1ZVH/Xq1cPXX3+N3NxcuLq6AoAsH6h58+b4+eefUaNGjRI98cHZ2dnikfDWBAYGonbt2ortTp48iWvXrmHevHkIDQ0FAIsAwOJq3rw54uLiinXMu0wmEwYNGoRu3bphwIABePzxx9GoUSNMnToV77zzjqrjb9++He3atcOIESPMr505c0Zxv8jISHz22WdIS0sr8hOsunXrom7duhg7diz69u2LL774Ak888QSaN2+O48ePF3nOjRs3hslkQkxMDKKjo1WdDxEREVVMer0ekydPxrhx49CvXz+4u7tj+/btePzxx/H8888DuPMeKT4+3jyTu1atWnB2dsbu3bsRFhYG4E7AdHx8fJGzZPz8/ADceaJvs2bNAMAisLpgu7s5kB06dMD48ePx3nvvFft8+B6MyHFwBhFVaHXq1MEvv/xi/tShX79+qmfs3N1n2LBhOHHiBP766y/zL9W7s2xGjhyJtLQ09O3bF3v37sWZM2fw119/YfDgwcUe8AHuPJli48aNSE1NxfXr11XVWZSwsDC4uLhg4cKFSEhIwNq1azFr1izV/UydOhVffvklZsyYgWPHjuHEiRNYuXIl3nrrrSL3+eijj3Ds2DEsXboUAODj44PPPvsMCxYssAhlLI46depg3759+OuvvxAfH48pU6YUK8i7b9++CAwMRO/evbF9+3YkJCTg559/xs6dO5GTk4NRo0Zhy5YtOHfuHLZv3469e/eiQYMGAIAJEyZgx44dGDVqlHlG2Jo1a8wBiTVq1MDAgQMxZMgQrF69GomJidiyZYsstJGIiIgcy9NPPw2DwYBFixYBuPM+ZsOGDdixYwdOnDiBl19+GZcuXTK39/T0xNChQzF+/Hhs2rQJR48exaBBg8yzhArj7u6ONm3aYN68eThx4gRiYmJk78umTp2KNWvW4PTp0zh27BjWrVtnfp9TXHwPRuQ4OEBEFdqCBQtQpUoVtGvXDr169UKPHj3QvHlzVX14e3vj119/RWxsLJo2bYo333wTU6dOBQDzrVXBwcHYvn07jEYjunfvjsaNG2PMmDGoXLmy1V/sUu+//z42bNiA0NBQ8ydBJeXn54cVK1bgxx9/RMOGDTFv3jxVnxrd1aNHD6xbtw7r169Hy5Yt0aZNG3zwwQcIDw8vtH18fDzefPNNLFy4EIGBgRb9DB48WPWtZi+//DL69OmDZ599Fq1bt8a1a9csPskqiouLC9avXw9/f388/PDDBx8UtAAAAf5JREFUaNy4MebNmweDwQCDwYBr165hwIABqFu3Lp555hn07NkTM2bMAHDnk6+YmBjEx8ejQ4cOaNasGaZOnYrg4GBz/4sXL8ZTTz2FESNGoH79+njppZcsHsFKREREjsfJyQmjRo3Cu+++i+zsbLz11lto3rw5evTogc6dO5sHTgqaP38+OnTogF69eiE6OhoPPvggoqKirB5n+fLluH37NqKiojBmzBi8/fbbFttdXFwwadIkREZGomPHjjAYDFi5cqWqc+F7MCLHoRMFb1olomL55ptvMHjwYKSnp/MeaBvo3LkzmjZtig8//FDrUkrF9OnTsXr16kKnfRMRERHZC74HI3JsnEFEVAxffvkltm3bhsTERKxevRoTJkzAM888w8EhG/rkk0/g6emJI0eOaF3KfUtKSoKnpyfmzJmjdSlERERExcL3YESOizOIiIrh3XffxSeffILU1FQEBQWhd+/emD17ttVHu9P9S05ORk5ODoB7GUrl0e3bt82h6K6uruaQcCIiIiJ7xPdgRI6NA0RERERERERERA6Ot5gRERERERERETk4DhARERERERERETk4DhARERERERERETk4DhARERERERERETk4DhARERERERERETk4DhARERERERERETk4DhARERERERERETk4DhARERERERERETm4/wfrEknh3ObBcQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Here we make an arbitrary spline profile out of a sine wave and a line\n", "x = np.linspace(0,10,14)\n", "spline_profile = np.sin(x*2+2)/20 + 1 - x/20\n", "# Here we write down some corresponding radii for the points in the non-parametric profile. AstroPhot will make \n", "# radii to match an input profile, but it is generally better to manually provide values so you have some control \n", "# over their placement. Just note that it is assumed the first point will be at R = 0.\n", "NP_prof = [0] + list(np.logspace(np.log10(2),np.log10(50),13))\n", "\n", "M = ap.models.AstroPhot_Model(\n", " model_type = \"spline galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"I(R)\": {\"value\": spline_profile, \"prof\": NP_prof}}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Sersic Galaxy Model" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'n', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'none', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"sersic galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"n\": 3, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exponential Galaxy Model" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"exponential galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gaussian Galaxy Model" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'sigma', 'flux')\n", "('arcsec', 'b/a', 'radians', 'arcsec', 'log10(flux)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"gaussian galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"sigma\": 20, \"flux\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Nuker Galaxy Model" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'Rb', 'Ib', 'alpha', 'beta', 'gamma')\n", "('arcsec', 'b/a', 'radians', 'arcsec', 'log10(flux/arcsec^2)', 'none', 'none', 'none')\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/connor/Programming/AstroPhot/astrophot/utils/conversions/units.py:16: RuntimeWarning: divide by zero encountered in log10\n", " return -2.5 * np.log10(flux) + zeropoint + 2.5 * np.log10(pixel_area)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"nuker galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"Rb\": 10., \"Ib\": 1., \"alpha\": 4., \"beta\": 3., \"gamma\": -0.2}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Edge on model\n", "\n", "Currently there is only one dedicared edge on model, the self gravitating isothermal disk from van der Kruit & Searle 1981. If you know of another common edge on model, feel free to let us know and we can add it in!" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'PA', 'I0', 'hs', 'rs')\n", "('arcsec', 'rad', 'log10(flux/arcsec^2)', 'arcsec', 'arcsec')\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"isothermal sech2 edgeon model\", \n", " parameters = {\"center\": [50,50], \"PA\": 60*np.pi/180, \"I0\": 0., \"hs\": 3., \"rs\": 5.}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Super Ellipse Models\n", "\n", "A super ellipse is a regular ellipse, except the radius metric changes from R = sqrt(x^2 + y^2) to the more general: R = (x^C + y^C)^1/C. The parameter C = 2 for a regular ellipse, for 0 2 the shape becomes more \"boxy.\" In AstroPhot we use the parameter C0 = C-2 for simplicity." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spline SuperEllipse" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'C0', 'I(R)')\n", "('arcsec', 'b/a', 'radians', 'C-2', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"spline superellipse galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"C0\": 2, \"I(R)\": {\"value\": spline_profile, \"prof\": NP_prof}}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Sersic SuperEllipse" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'C0', 'n', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'C-2', 'none', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"sersic superellipse galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"C0\": 2, \"n\": 3, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exponential SuperEllipse" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'C0', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'C-2', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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1ap7vyid+dh7sv3z58jmuf3C8Dz7X1atXV4xZs2ZNrFu3Dqmpqbhz5w7S0tJyfI2rV69unkgCsl9DWZZz7AvALpczPuDn54f79+8r1qenp5vbiYiIiIjI/jhB5GAPzox4+eWXc/0FuV69elbL69atA5D9C9GJEycQHh7u2CL/J7e7hT04A+JhjkVrTL26d++OnTt34t1330WDBg1QtGhRmEwmdOjQQfUslNzExMTgmWeewapVq7Bu3TqMGzcOcXFx+PPPP9GwYUPVbR/2bkoP6vzqq69ynIjy9LT+WPr4+JizZSzHCAkJwfLly3PcR6lSpR6qtofRvXt3tGzZEitXrsQff/yBDz74ANOmTcNPP/2Ejh07mo/3gw8+QIMGDXIcQy13Kq+MRiPatWuHW7duYcSIEahRowb8/f1x6dIl9OrVS/X9cerUKbRp0wY1atTArFmzUL58eXh7e+O3337D7NmzFdvev3/fHBh96tQp3Lt3z5wN9UB0dDRCQ0OxbNkyREVFYdmyZQgLC0Pbtm3zdDy5fXbs/ZnKC5PJBEmS8Pvvv+e4f3u8fg+ULl0amzZtgizLVpOCV65cAQCUKVPGbvsiIiIiIqL/cILIwUqVKoWAgAAYjcY8/WJ48OBBTJo0Ca+99hoOHDiAN998E4cOHbI6ewHI/oXt9OnT5rOGAOD48eMAYA6grVixIjZs2IA7d+5YnUX077//mtsdeSx5lddg6du3b2Pjxo2YOHGi1V2kHpyh8rCqVKmCoUOHYujQoThx4gQaNGiAmTNnYtmyZQCyz3pKSkqy2iYjI8P8C6voxIkTePzxx83Ld+/exZUrV/Dkk0+a9wcAISEhD/08VqlSBRs2bEBkZKRDz6jI6bk9fvw4ihQpYjUJVbp0afTr1w/9+vXDtWvX0KhRI0yePBkdO3Y0H29gYOBDHW/FihVx9OhRxYSB5d3wgOzA5ePHj+PLL7/Eq6++al6/fv16zX2sWbMG9+/fx+rVq63O3Mnt0qkJEybg2LFjmDFjBkaMGIGRI0di7ty5Vn08PDzw4osvYsmSJZg2bRpWrVqF3r175zrBYy8PPtcJCQmKtn///RclS5aEv78/fH194efnl+NrLG5bpUoVyLKM8PBwq+8cR2jQoAE+++wzHDt2DLVq1TKvfxBsn9skIxERERER2YYZRA7m4eGBbt264ccff8Thw4cV7devXzf/OzMzE7169UKZMmXw4YcfYsmSJbh69SoGDx6c49jz5883/1uWZcyfPx9eXl5o06YNAODJJ5+E0Wi06gcAs2fPhiRJ6Nixo8OORQ9/f/88XR724Bdr8UyJOXPmPNR+7927Z75s5YEqVaogICDA6hKXKlWqKG7tvmjRolzPIFq0aBEyMzPNywsWLEBWVpb5+Y6OjkZgYCCmTJli1e+BvDyP3bt3h9FoxPvvv69oy8rKUkxoPaxdu3ZZZTtduHABP//8M9q3bw8PDw8YjUbFaxcSEoIyZcqYn8PGjRujSpUqmDFjBu7evavYh9bxRkdH49KlS1i9erV5XXp6Oj799FOrfjm9P2RZxocffqh5nDltm5ycjMWLFyv6xsfHY8aMGYiJicHQoUPx7rvvYv78+diyZYui7yuvvILbt2/jrbfewt27d/Hyyy9r1mKr0qVLo0GDBvjyyy+t3geHDx/GH3/8YZ6o9PDwQHR0NFatWoXz58+b+x07dsx8FuMDzz77LDw8PDBx4kTF50+WZdy8edNu9Xfu3BleXl74+OOPrfaxcOFClC1bFs2bN7fbvoiIiIiI6D88gygfTJ06FZs2bUJERAR69+6NWrVq4datW9i3bx82bNiAW7duAQBiY2Nx4MABbNy4EQEBAahXrx7Gjx+PsWPH4rnnnjP/YgdkB7auXbsWPXv2REREBH7//Xf8+uuvGD16tPnMjmeeeQaPP/44xowZg7Nnz6J+/fr4448/8PPPPyMmJsYqkNrex6JH48aN8e2332LIkCFo0qQJihYtimeeeUbRLzAwEFFRUZg+fToyMzNRtmxZ/PHHHzhz5ozufQLZZ8K0adMG3bt3R61ateDp6YmVK1fi6tWr6NGjh7nfm2++ibfffhvdunVDu3bt8M8//2DdunUoWbJkjuNmZGSYx01ISMDHH3+MFi1amEOWAwMDsWDBArzyyito1KgRevTogVKlSuH8+fP49ddfERkZqZjUE7Vq1QpvvfUW4uLicODAAbRv3x5eXl44ceIEvv/+e3z44Yd47rnnHup5sVSnTh1ER0db3eYeACZOnAgAuHPnDsqVK4fnnnsO9evXR9GiRbFhwwb89ddfmDlzJoDsvKzPPvsMHTt2RO3atfHaa6+hbNmyuHTpEjZt2oTAwECsWbMm1xreeustzJ8/Hy+88ALeeecdlC5dGsuXLzeHFj84q6hGjRqoUqUKhg0bhkuXLiEwMBA//vhjnvKu2rdvD29vbzzzzDPmyZxPP/0UISEhVmeKpaeno2fPnqhWrRomT55sfi7WrFmD1157DYcOHbIKoG7YsCHq1KmD77//HjVr1kSjRo30PP0P7YMPPkDHjh3RrFkzvPHGG+bb3AcFBeG9994z95s4cSLWrl2Lli1bol+/fsjKysK8efNQu3ZtHDx40NyvSpUqiI2NxahRo3D27Fl06dIFAQEBOHPmDFauXIk+ffpg2LBhdqm9XLlyiImJwQcffIDMzEw0adIEq1atwrZt27B8+XKHn4FFRERERFRo5ect0wqzq1evyv3795fLly8ve3l5yWFhYXKbNm3kRYsWybIsy3v37pU9PT2tbl0vy7KclZUlN2nSRC5Tpox8+/ZtWZazbyPt7+8vnzp1Sm7fvr1cpEgROTQ0VJ4wYYJsNBqttr9z5448ePBguUyZMrKXl5dcrVo1+YMPPrC63bgsZ99yOqdblYu3cs/Lscjyf7e5//777622zekW63fv3pVffPFFOTg4WAZgvkV2Tn0vXrwod+3aVQ4ODpaDgoLk559/Xr58+bLiltl5uc39jRs35P79+8s1atSQ/f395aCgIDkiIkL+7rvvrPoZjUZ5xIgRcsmSJeUiRYrI0dHR8smTJ3O9zf2WLVvkPn36yMWKFZOLFi0qv/TSS1a3G7d8jqKjo+WgoCDZ19dXrlKlityrVy+r28o/eK1zs2jRIrlx48ayn5+fHBAQINetW1cePny4fPnyZXMfW25z379/f3nZsmVytWrVZB8fH7lhw4ZWt1O/f/++/O6778r169eXAwICZH9/f7l+/fryxx9/rKh1//798rPPPiuXKFFC9vHxkStWrCh3795d3rhxY67H98Dp06flp556Svbz85NLlSolDx06VP7xxx9lAPLu3bvN/Y4ePSq3bdtWLlq0qFyyZEm5d+/e8j///JOn4129erVcr1492dfXV65UqZI8bdo0+YsvvrB6Hw0ePFj28PCQ4+Pjrbb9+++/ZU9PT7lv376K2qdPny4DkKdMmaJ5nA/kdtv2nD6nD17PDz74wGr9hg0b5MjISNnPz08ODAyUn3nmGfno0aOKMbds2SI3btxY9vb2litXriwvXLgwx+dHlmX5xx9/lFu0aCH7+/vL/v7+co0aNeT+/fvLCQkJ5j623uZelrM/c1OmTJErVqwoe3t7y7Vr15aXLVuW61i8zT0RERERke0kWXZgsik5RK9evfDDDz/keLkOOc+SJUvw2muv4a+//sKjjz7q7HJsJkkS+vfvr3k2k7PMmTMHgwcPxsWLF1G2bFlnl5OrDz/8EIMHD8bZs2dzvFNgYSVJEt59910MHz4c/v7+D5WllZSUhKysLDRq1Aj16tXDL7/84oBKiYiIiIgKB2YQEZHLS0tLs1pOT0/HJ598gmrVqrn05JAsy/j888/RqlUrTg7l4IMPPkCpUqXw0UcfPdT2rVu3RqlSpXDhwgU7V0ZEREREVPgwg4iIXN6zzz6LChUqoEGDBkhOTsayZcvw77//Yvny5c4uLUepqalYvXo1Nm3ahEOHDuHnn392dkkux/Lucg97Z7RPPvkEd+7cAQCru+oREREREZF+nCAiIpcXHR2Nzz77DMuXL4fRaEStWrXwzTff4P/+7/+cXVqOrl+/jhdffBHBwcEYPXq0OaCc/tO2bVubx4iIiLBDJUREREREBADMICIiIiIiIiIiKuSYQUREREREREREVMhxgoiIiIiIiIiIqJBjBhEAk8mEy5cvIyAgAJIkObscIiJyMbIs486dOyhTpgwMBsf9bSU9PR0ZGRkOGdvb2xu+vr4OGZsKH/7sRERE5D7y+rMsJ4gAXL58GeXLl3d2GURE5OIuXLiAcuXKOWTs9PR0VAqvhKuJVx0yflhYGM6cOcNJIrIL/uxERETkfrR+luUEEYCAgAAA2U9WYGCgk6shIiJXk5KSgvLly5v/f+EIGRkZuJp4FUdPHUNAoH33cyflDmpVqYmMjAxOEJFd8GcnIiIi95HXn2U5QQSYT40ODAzkDzlERJSr/LiUxj/AH0UDitp1TJNssut4RPzZiYiIyP1o/SzLCSIiIiIXYpJNMNp5QocTRERERESkhXcxIyIiIiIiIiIq5HgGERERkQsxySaYZKPdxyQiIiIiUsMziIiIiIiIiIiICjmeQURERORCss8gYgYREREREeUvnkFERERERERERFTI8QwiIiIiF2J0wF3M7D0eERERERU8PIOIiIiIiIiIiKiQ4xlERERELsT0v//sPSYRERERkRpOEBEREbkQk2x0wG3u7TseERERERU8vMSMiIiIiIiIiKiQ4xlERERELoQh1URERETkDDyDiIiIiIiIiIiokOMZRERERC7EJJtgsvMZP/Yej4iIiIgKHp5BRERERERERERUyPEMIiIiIhciO+AMIplnEBERERGRBp5BREREREQPJeHGQWeXQERERHbCCSIiIiIXkn0XM6OdHzyDiBxj3u4J2HNxs7PLICIiIjvgJWZEREQuhCHV5E6yTJlYsOd9JKXfRPuq3ZxdDhEREdmAZxARERER0UOTIWPFwY/wzaGFnIwkIiJyY5wgIiIiciEPziCy94PIEZ58pIf532tPfIdP/56KLFOmEysiIiKih8UJIiIiIiJ6KJ1qvIyeDQZD+t+PlLsubMDsnaORlnnPyZURERGRXpwgIiIiciEmB/1H5CiPV34GA5tOhJfBGwBw5NpeTN0ag6T0W06ujIiIiPTgBBERERER2aRRmUgMbzkD/t6BAIBzyScRu3kAEu9ccHJlRERElFecICIiInIhRpj+d6t7Oz54BhHlg2ol6mBM1Ico4RcCALhxLxGxWwbi1K1jTq6MiIiI8oITRERERERkF2UCK2Js6/koH1QZAHA3IwXTtg3BgSu7nFwZERERaeEEERERkQsxyUaHPIjySzG/khgVNQc1SzUAAGQY7+PDXeOw5cyvzi2MiIiIVDl1gmjr1q145plnUKZMGUiShFWrVlm1y7KM8ePHo3Tp0vDz80Pbtm1x4sQJqz63bt3CSy+9hMDAQAQHB+ONN97A3bt38/EoiIiI7Ie3uaeCoIhXUQxpPhWPlXscACDDhMX7Z+LnY0shy7KTqyMiIqKcOHWCKDU1FfXr18dHH32UY/v06dMxd+5cLFy4EPHx8fD390d0dDTS09PNfV566SUcOXIE69evxy+//IKtW7eiT58++XUIRERERJQDLw9vvN1kDKKrPmdet/LYEny5fzaMJp7VRkRE5GqcOkHUsWNHxMbGomvXroo2WZYxZ84cjB07Fp07d0a9evWwdOlSXL582Xym0bFjx7B27Vp89tlniIiIQIsWLTBv3jx88803uHz5cq77vX//PlJSUqweRERErkB2wNlDMs8gKnS0ztIGsn+O6tSpE4KCguDv748mTZrg/Pnzdq3DIBnwQr1++L+6b5vXbT77C+bHT8D9rHSVLYmIiCi/eTq7gNycOXMGiYmJaNu2rXldUFAQIiIisGvXLvTo0QO7du1CcHAwHn30UXOftm3bwmAwID4+PseJJwCIi4vDxIkTFesfG9gKHt4e2QsGyapNspxKk6zbxGk2SdhWs7/YLiwqahHbtbaXbNxepBjAgbROQ9c6S13YXjGcuEKjXbG9SX17Wa3dJI4t9BV/nxNrEdsV+1IfT1GbYlkcTuO5Eo9Hazy1/SsOxbZjUX0d8rK91rHqfG2U/fXt37K/8tjyvm1OtWg9d1q1a7eL5Yr9TRrted+/Vm0mrefCcixeEkNu5sFZ2q+//jqeffZZRfupU6fQokULvPHGG5g4cSICAwNx5MgR+Pr6OqSejtW6I9i3BD77exqMchb2X9mJD7YPQ0yzySjqE+SQfRIREZE+LhtSnZiYCAAIDQ21Wh8aGmpuS0xMREhIiFW7p6cnihcvbu6Tk1GjRiE5Odn8uHDhgp2rJyIiejhGWbb/be51TnBpnX0iSVKOjw8++CDXMd977z1F/xo1ajzMU0R5oHaWNgCMGTMGTz75JKZPn46GDRuiSpUq6NSpk+LnKntqVr4NhkZOha9nEQDAyVtHEbtlEK6n5v4zGxEREeUfl50gciQfHx8EBgZaPYiIiCibVkbglStXrB5ffPEFJElCt27dVMetXbu21Xbbt293RPmkwWQy4ddff8UjjzyC6OhohISEICIiIsfL0B6w1+X5tUIaYVTUHAT5FAcAJN69gMlbBuJc0smHGo+IiIjsx2UniMLCwgAAV69etVp/9epVc1tYWBiuXbtm1Z6VlYVbt26Z+xAREbkTV7iLmdbZJ2FhYVaPn3/+GY8//jgqV66sOq6np6fVdiVLltRVF9nHtWvXcPfuXUydOhUdOnTAH3/8ga5du+LZZ5/Fli1bctwmLi4OQUFB5kf58uUfev8Vg6tibOv5CCuaPUZS+k3EbY3B0Wv7HnpMIiIisp3LZhCFh4cjLCwMGzduRIMGDQAAKSkpiI+PR9++fQEAzZo1Q1JSEvbu3YvGjRsDAP7880+YTCZERETo36lBMuf9qOb0aGYI6cwcUmQWqQ+n7O/gjCKRVgd7RhTJGoNpXDYhC9tLiowRYXxFfovG9uqbK/OoLLNjxPeFSXxfqOfaKN8XQi3ieJL1eFrvKzG/RVLk6gj7E5q16lNkLFnUq7VvzX1pLSsGEJZVXrcc+4vHorV/rd/VxQOSc3/tZI3XTaxdMbTGc6tVu/h9psgMktRzfpT7t36jKPpDY3yL4zWJ73nF86gjo6iAZBCJZ334+PjAx8fHpjGvXr2KX3/9FV9++aVm3xMnTqBMmTLw9fVFs2bNEBcXhwoVKti0f9LP9L+sr86dO2Pw4MEAgAYNGmDnzp1YuHAhWrVqpdhm1KhRGDJkiHk5JSXFpkmiUv5hGNNqLubsGoNTt44iPeseZu4Yid6PjkTT8k889LhERET08Jx6BtHdu3dx4MABHDhwAEB2MPWBAwdw/vx5SJKEmJgYxMbGYvXq1Th06BBeffVVlClTBl26dAEA1KxZEx06dEDv3r2xZ88e7NixAwMGDECPHj1QpkwZ5x0YERHRQ3LkGUTly5e3OgskLi7O5nq//PJLBAQE5BiEbCkiIgJLlizB2rVrsWDBApw5cwYtW7bEnTt3bK6B9ClZsiQ8PT1Rq1Ytq/U1a9bM9S5mjrg8P8AnCMNbzED9sKYAAKOchYV/xWLtie9tHpuIiIj0c+oZRH///Tcef/xx8/KDv0z17NkTS5YswfDhw5Gamoo+ffogKSkJLVq0wNq1a63usLF8+XIMGDAAbdq0gcFgQLdu3TB37tx8PxYiIiJ7MMEIE4x2HxMALly4YPWLva1nDwHAF198gZdeeknz7lcdO3Y0/7tevXqIiIhAxYoV8d133+GNN96wuQ7KO29vbzRp0gQJCQlW648fP46KFSvmay0+nr4Y1PR9LD0wB1vO/goA+ObQAtxOu4H/q/sWDJLLpiEQEREVOE6dIGrdurXqrYMlScKkSZMwadKkXPsUL14cK1ascER5REREBYq9b8ywbds2JCQk4Ntvv9W9bXBwMB555BGcPMlwYke4e/eu1XP74Czt4sWLo0KFCnj33Xfxf//3f4iKisLjjz+OtWvXYs2aNdi8eXO+1+ph8ECvhkNQzK8kVh3LvlRx3cnvkZx+E280Hg4vD+98r4mIiKgwctkMImeQJIt8DpVcIM0MIVszh3S325gxpLG9on6RjswhrbHUJgxz3kBnRpGtmUPi9gb1vBcx0MVyc0kcS5GHIjQr3kc6M4rEQ9fI2VFk1WiMp/gjr5CBpMgVUhnf1kwhWXzPa71OOjOCFC+dWLDW+MJzL5lyz9HJsR7L/Yl9Vbpmj63aXfH9ItailSmkmcckZmOJL56k9Vqp5wpZ1qdoE8YSM4rEfRkswq90Zjzb5MGt6e09piN8/vnnaNy4MerXr69727t37+LUqVN45ZVXHFAZaZ2l3bVrVyxcuBBxcXEYNGgQqlevjh9//BEtWrRwSr2SJKFLzZ4I9i2BL/fPgQwTdl/8E8n3b2NQ00nw8/J3Sl1ERESFCc/bJSIiIitqGYEPpKSk4Pvvv8ebb76Z4xht2rTB/PnzzcvDhg3Dli1bcPbsWezcuRNdu3aFh4cHXnjhBYceS2H14Cxt8bFkyRJzn9dffx0nTpxAWloaDhw4gM6dOzuv4P9pHf40BjWbBG+P7Msfj13fjylbY3A77YaTKyMiIir4OEFERETkQlzhNvd///03GjZsiIYNGwLIPvukYcOGGD9+vLnPN998A1mWc53gOXXqFG7c+O+X+osXL+KFF15A9erV0b17d5QoUQK7d+9GqVKlHuJZooKsYenmGN5yJop6Z18OeSH5FGK3DMTlOzkHaBMREZF9SLLua3oKnpSUFAQFBaHGaw3h4e2RvVLtEjPFJWW8xCyv7H+JmUaz4hIxRQe1xRwuUdPYXusSM6vbZgtjiZfyaF26o7VvxW3kNY5V4/bomuNr1Kt8blQukdOsRX3fWu16j01xmZWtx6r12mvVJ+vpq3NsgVZ/5W3rdd7W3sbx1I5PayyT5r5MVm3pt+8hOTnZrhk+lh78v2jlsdXwD7Dv5TSpd1LRtWYnh9ZPhcuD96sj31NX7pzHjB0jcPPeVQCAv3cgBjebjKolajtkf0RERAVVXv+/zQwiSxL+m+xQm5TRmsDJ7wkhMc/E1gkgne0KWhNKapvqmW0CcvhNWxhPCItR/nKpnkmkO7NIK+vG8rVStFkvKrJaNDOHNDKNxIlLjawYRc6ORmaRYlJG422rmpkk1CoLz4WY2aOdeyOMp/EeF3N2lE+ten/N11JjUkZrktdqe818JvX3hfie1ZowUq0lp/HF94kwM6r8iKk/t1qTPlb7N4lvMutFg/i+gLBs8aER63akhznjJy9jErmb0gEVMK7VfMzaOQrnk08iNSMF07YNRb/HxqFhmUhnl0dERFTg8BIzIiIiInJJwX4lMCpqNmqVagQAyDRlYO7uCdh85hcnV0ZERFTwcIKIiIjIhcgOyB+SeQYRuTE/L38MiYxD0/JtAAAyTFiyfxZWHl2i/9J0IiIiyhUvMSMiInIhvMSMSMnT4IU+j45CsG9xrD3xPQDg53+X4nb6DfRsMBgeBg8nV0hEROT+OEFkySD9lxGjluuhM0NIs79WhpBGBpFWf5szhvSGXKuwIZ4oR2JeSQ4dhGX1TCExA0kZ+Ksvs0iRZWPZ36C+L0nMtRH/SKo7c0ijv97MIY2MIVsyjVTzifIytla7VmaRRoaQ8rUS+2uMr7Wspz4xn0kjs0d7X+rvE/F9oHiuNfOZNDKKNN5nipBrlXZZeCEV+UWKz4xK4LV4HESU7wySAT3q9kUx35L4+tACAMDWs78hOf0W+j02Dj6efk6ukIiIyL3xEjMiIiIXYpRlGGWTnR+c4KKCI7ra8+j72Dh4GrwAAP8k7sa0bcNw536ykysjIiJyb5wgIiIiIiK3ElHucQyNnAo/T38AwOnbxzB5y0BcT73i5MqIiIjcFyeIiIiIXIi9A6odkWlE5ApqlmqIUVFzEOxbAgCQePciYjcPxLmkE06ujIiIyD0xg8iSBHM+h2pOkFZ+iJgBpJFRpDtzSGs8nRlEejOG9GQQaWYO6Q0lUmQGaXUXaldcZiHkpYhxLWImidgu5qWI9anlDGllw+jNKNLIzdGdUaQzc0gWVyiyZsT6xO1zH1vRV2hWfobUt9fMFNK7P5szhdSfe2VOjw37FokHo5UxpPG+1Nxe47nV/dypZDCpZQrluCxmFFlUJysrJSIXUCG4Csa2noeZO0biyp3zSL5/C3FbYzAgYiLqhD7q7PKIiIjcCs8gIiIiciE8g4hIn5JFwjAm6kNULV4bAJCelYbZO0dh5/kNTq6MiIjIvXCCiIiIiIjcWlGfIAxvOQMNS0cCAIyyEYv+noLfj3+rvJsjERER5YgTRERERC7E5KD/iAo6bw8fDIh4D63DnzGv+/bwJ/j60Mc8i46IiCgPmEFkQZKk//J6VHJ7lBlAWhk9wqJavlFO49maOaRoF+uzd7tKMpDOyCFbBxBjerT+iihmFGllGIl5LGL+iiIzyaK/IrvFoJ7lku8ZRXqzshRZNNaLiowiKfesGnHfYu3KPCOt50KsBartenN9xGMTs6u0nhut392V9VqsEMcWaXxfKN6H4rGKO9fYn1bmkOYGGu9jRU6Qot1yLMXBCPvW+sxZLCvedI7jiEvC+MsxFRYeBg/0bBCD4n4l8dPRxQCAP07+iKS0m+j96Eh4eXg7uUIiIiLXxTOIiIiIiKjAkCQJnWq8gtcaDYNByv5Rd8+lzZi5YyTuZd51cnVERESuixNERERELoQh1UT20arSkxjUNBbeHr4AgH9vHMCULTG4nXbdyZURERG5Jk4QEREREVGB1KB0U4xsORMB3kEAgIspp/H+5oG4nHLOyZURERG5HmYQWZLwX/6GWuaHIm9EGEcjU0hrWXfmkM5MJP0ZShoZQ6rPFVSp5hU9BO2MIfX9idtrZRgpMonE/BXlCouN1WsTs1UcnVGkyLnRyBiyd86PZZ6TpMjsUa9V+R4Uxjapt6vVknM90LWsmiEE5WutqE8c37JdK1tK47lU5i1pbK8zn0n5/ab+PtL8DKnlBMH6tZKhMbbG62S5b42vDrtiBhGRfVUuXhNjWs3FzB0jcf3eFdxKu4bJWwYhpvlkVCtRx9nlERERuQyeQUREREREBVpYQHmMaT0PFYOqAgBSM+9g+rZh2Ht5u5MrIyIich2cICIiInIhJphglO374G3uiYBg3+IYGTUHtUMaAwAyTRmYv/s9/Hl6tZMrIyIicg2cICIiIiKiQsHPqwgGN5+CZuXbAgBkmLD0wBz8eORzzcvUiYiICjpmEFmS8F9ui1rOhlZmh1amkJhvopWnouivb3/6M4h0ZAxptGv11aKVUaTIBNLagcbPfuJ4yswhSb1dmHKVTdZ/tbfMNNHKYlG8TxRZLTZmFGlkFmnl/mhmDmlmGAn9LZdtzTPSW4siD0rn+FrtYtaNOLwtOUJq+UR5Wda7vXBwiiwrrfehRkaR4snXyrpSe251foYUn3+L/ia9X142YAYRkWN5GrzQ+9GRKOZXEr8d/wYAsCZhOZLSb6Fnw8HwNPDHYyIiKpz4f0AiIiIXYpJlB0wQ8cwIIksGyYDudfqgmG9JrDj4EWTI2HbudySn30L/iPHw8fRzdolERET5jpeYEREREVGh1K7qs+j72Dh4GrwAAAevxmPqtiFIuZ/k3MKIiIicgBNERERELuTBJWb2fhBRzh4r1xpDI6fBz8sfAHDmdgImbx6Ia6mXnVwZERFR/uIlZpYkmPM21HKDNDOD9LaLORlamUOa/aHarp1ZpC+DSK2/Zl+RVrvYXVdvABqXWWhlEInhMZqZRQYP63aLTBPF2EIeiiSOrfW+sTWjyM6ZRdoZRrlnz2hmDgn7FvObxMwfMfdGc3ytzCDNzCNxPK3nSt/+VDPRNOYBtPKZlO8jcQCVWvKwf8XBiM+FRndZIzDKMttLfF8o9qQjj0kz34yI3FrNUg0wOupDzNoxErfTb+Bq6iXEbh6IIc3jUKnYI84uj4iIKF/wDCIiIiIXwjOIiJyjfFBljG09H2UCKgIAUu7fRtzWGBy6+peTKyMiIsofnCAiIiIiIgJQokgIRrf6EI+UqAsAuG9Mx5ydo7Hj/B9OroyIiMjxOEFERETkQngGEZFzFfUOxLAW09G4TAsAgFE24tO/p+LXhK+Vl4cTEREVIMwgsiBJ0n+5KIrsHIsFjQwgRTaLImtFPZdHM3NIa3gbM4fsmkmk9jzmNLZIZyaRJt0ZROrb684sUstHETKCFLk6Gu02ZxQ5OrNIJXMIAGSL6WpJI7NH8dwoMoE0cmo0MoQU73GtTCHxuRMXdeaUaWXjyFYfMfH7Qj3fSHxutd5HivE1MoM0X3eN9434/SPWJ26veC3V5kE0axGzrCyW+TshUaHi7eGD/hETsOyf+fjz9M8AgO+PfIrb6TfwYr1+MEgeGiMQERG5H55BRERE5EJMkB3yICJ9DJIHXqk/CN1qvWFet+HUSny8531kGDOcWBkREZFjcIKIiIiIiCgHkiThmRov4Y3Gw2H43+mkf1/aipk7hiM1466TqyMiIrIvThARERG5EGYQEbmelhU7IKbZZPh4+AIAEm4cxJStg3Dr3nUnV0ZERGQ/zCCyJOG/PAy1HA3NECCNTB9FRlAOdagNrzmevv3rzSBSZhJZLxsMKs+VQDm2anfN7UXKMEmt/hrba2YQqQ9o2V/MAFKMpdGuyEvRm1GkN/tFrEeR66PRrpGNY5XroxhLKEUjQ0gr40fWyGdSZh6pj6eVg6NZj2bmkbis8lyJL5uwc+XrprEvrXwk8ftHkRGUe9ZUdn99GUVa+UzW39U684vk3J8rO6ehqXLEhA4niIhsVy8sAiNazsLsXaNx534SLqWcReyWARgaORVlA8OdXR4REZHNeAYREREREVEeVC5eA2NbzUMp/9IAgFtp1zF5yztIuHHQyZURERHZjhNERERELkR2wOVlMs8gIrKb0KJlMbbVPFQKfgQAcC/zLj7Y/i7+vrTVyZURERHZhhNEREREREQ6BPkWx8io2agT0gQAkGXKxEfxE7Hh1CrnFkZERGQDZhBZkiRzKIVaZohWnohWu1b2i1amkO7MI40MIe1MIoPQLu4+93oMGmOLNPOOHEyZKaSRAyQwifkpahlEwvSsbLL+C7+slSmk0a47o0hv9ovOLBpFro9KhpHuzCGNfSsygTRydnRnGmn1F98WeutXGV/RJhybIoXL1tdR49j0Zwbp7C9SBgnl3qSVs6WaUZR/30XMICJyD76efohpPhmL983AjvN/QIaMZf/MRVLaDXSr/Ua+/wxDRERkK55BRERERET0EDwNnniz8Qg8/ciL5nW/HF+Bz/ZOR5Ypy4mVERER6ccJIiIiIhdikmWHPIjIMSRJwnN13sTL9QdC+t/ZhjvOr8OcnWOQnpXm5OqIiIjyjhNEREREREQ2alulK/pFTICnwQsAcPjaX5i6dTCS0285uTIiIqK8YQaRJQn/xUyo5fzozQTSytXRmylka8aQrZlDinZxvP/+bdDoqwxEEfel2mzz9f1ippAEMaNEcwCrRYOQ82MSc4Vky38Lf9EXXhcxz0iWxLHUM330ZhRpLTs8w8hyWWeekXZmj7gi7xk/2e3CCuG5UGQamdSzbhRvW525QZb1amcKaexL/PyK70sbM4I0Xwut9434faX1vrOsR2tfAsXzbDGWJB6IA2Wf8WPvDCKeQUSUH5qUjUKgTzA+3DUW9zLv4mzScUzeMghDI6chtGhZZ5dHRESkimcQERERuRD5f7elt/eDiPJH9ZL1MKbVhyjuVwoAcC31MmK3DMSZ2wlOroyIiEgdJ4iIiIiIiOyobGA4xrSah7KBlQAAd+4nYerWwTiYGO/cwoiIiFRwgoiIiMiFPLjNvb0fRJS/ShQJweiouahesh4A4L4xHXN2jcG2c2udXBkREVHOmEFkQTJI/+XzqOX2KDJ8xIH0LeuMJLI9Y8jOmUMGlf0p9uWhM59JYGu7SJEDJLYbNNrFHCAx08hk/dzJFplEWtsqMoE0MorEXBxF/pEid0dfZpHeDCNJY3zVHCGb84x0Zg7pzjyyXlRkFCmeC7G/9bLWd4KyYIvxhWl+Wcg/EjN79GYKaWUIie8jMTdMEvOYFO9rcf/6coNUX3sbj91yrPxLICKigsTfuyiGRk7Hor+m4O/LW2GSTfh873Qkpd3E09VftDlLkYiIyJ54BhEREZELcYXb3MfFxaFJkyYICAhASEgIunTpgoQE6/yU9PR09O/fHyVKlEDRokXRrVs3XL16VXVcWZYxfvx4lC5dGn5+fmjbti1OnDih+zkicifeHt7oFzEObSp3Ma/78ejn+OqfuTDJRucVRkREJOAEEREREVnZsmUL+vfvj927d2P9+vXIzMxE+/btkZqaau4zePBgrFmzBt9//z22bNmCy5cv49lnn1Udd/r06Zg7dy4WLlyI+Ph4+Pv7Izo6Gunp6Y4+JCKnMkgeeLn+QDxfu7d53Z+nf8ZH8ZOQYbzvxMqIiIj+w0vMiIiIXIgjMoP0jrd2rXVGypIlSxASEoK9e/ciKioKycnJ+Pzzz7FixQo88cQTAIDFixejZs2a2L17N5o2baoYU5ZlzJkzB2PHjkXnzp0BAEuXLkVoaChWrVqFHj16POTREbkHSZLwVPUXEOxXAl/s/QBG2Yi9l7dhxvbheKdZLPy9A5xdIhERFXKcILIkwRw0oZYrpGjTygDSWNYfQpR7bdnd9WYSCdsLmUNqGUPZ7WLoiEVuh9Ak9rU1g8jR1+5rZhRp5Agpcn0sAl1MRmFsYVuDRqaQIgNIkWEkZr8ImURamUNamUWK8YT9aeT4KDKKLJc19q26LQBJkXcEYVk950aZuwNd7eJnUm/mkeJ3efGlt9hc7Ku7Fq12tfwjQDNDSPnaif2FZb15U2rba2Q56cnJkgpIClFKSorVso+PD3x8fDS3S05OBgAUL14cALB3715kZmaibdu25j41atRAhQoVsGvXrhwniM6cOYPExESrbYKCghAREYFdu3ZxgogKjcgK7RHoUwzzd0/AfWM6jt88hMlbBmFo5DSUKBLi7PKIiKgQ4yVmRERELsSRGUTly5dHUFCQ+REXF6ddj8mEmJgYREZGok6dOgCAxMREeHt7Izg42KpvaGgoEhMTcxznwfrQ0NA8b0NUUNUNbYJRUXMQ6FMMAHD5zjnEbh6AC8mnnVwZEREVZjyDiIiIyIXIDrjETP7feBcuXEBgYKB5fV7OHurfvz8OHz6M7du327UmosKuUrFHMLbVXMzcMRJXUy/hdvoNTNn6Dt5pGosapeo7uzwiIiqEeAYRERFRIREYGGj10JogGjBgAH755Rds2rQJ5cqVM68PCwtDRkYGkpKSrPpfvXoVYWFhOY71YL14pzO1bYgKupCiZTGm1VyEF6sOAEjLTMWMHcOx5+Jm5xZGRESFEs8gsiRJ/wVkqOUAaeTgKHJxNJb1ZhZp70/cndb4+nKB1DKHAMDgYZFBpHMsvRlDBgdnEmllEIm3jtbMJLJY1soYEreVjOJzpzOjSHjdTYrcHWH/Gvksspg1ozkeVJfVsmPE96xWvpEyU0grw0jYn2Zuj7BC8dwI/W3MPFLLEdLK9BHfwVr5R8q8ptz3DQCS1v5szRQSadQvWSwr3mOK4vK+b8Vr6EAyTOYzfuw5pq7+soyBAwdi5cqV2Lx5M8LDw63aGzduDC8vL2zcuBHdunUDACQkJOD8+fNo1qxZjmOGh4cjLCwMGzduRIMGDQBkZyLFx8ejb9+++g+KqIAI9C2GES1n4eP4iTh4dQ+yTJlYsOd9JN+/hXZV1O8MSEREZE88g4iIiIis9O/fH8uWLcOKFSsQEBCAxMREJCYmIi0tDUB2uPQbb7yBIUOGYNOmTdi7dy9ee+01NGvWzCqgukaNGli5ciWA7InVmJgYxMbGYvXq1Th06BBeffVVlClTBl26dHHGYRK5DF9PPwxqFouWFTsAAGTIWP7PfHx3eJHdLzklIiLKDc8gIiIiciGWodL2HFOPBQsWAABat25ttX7x4sXo1asXAGD27NkwGAzo1q0b7t+/j+joaHz88cdW/RMSEsx3QAOA4cOHIzU1FX369EFSUhJatGiBtWvXwtfXV/9BERUwngZPvN7oXQT7lsCahOUAgN+Of4PbaTfwRuN34WnwcnKFRERU0HGCiIiIiKxoXV4LAL6+vvjoo4/w0Ucf5XkcSZIwadIkTJo0yeYaiQoiSZLQrfYbKOZXEl8dmAcZJuy6sAF37iehf8R78PMq4uwSiYioAOMEkQXLCCJljo/lgrih+rLOSCLNHB69GUV6M5MMBnE575lD4nhaGUNiu1amkFbGkK3tefmlyJJBZwaR5V/xxTbxuVBkEmlkDjk8o0isR9jeJIbRSOL7RvhFUZHbI+f475yW9X4GdS9r5vRoZA4pPoN6M4/Ut7d6ajWyoMSXRTOjSDN/SdxAY1mRYSR+f2nlSamPJ7LOZ9J4HUWKY7HIU7PvCT2qTA64ixkvUSFyL09U7owg3xJYuCcWmaYMHL72N6ZuG4zBzeMQ7Fvc2eUREVEBxQwiIiIiIiIX07hMCwxvOQP+XgEAgHNJJzB580Ak3r3o5MqIiKig4gQRERGRC3mQQWTvBxG5n2ol6mB0qw9R3C8EAHD93hVM3jwQp28dc3JlRERUEPESM0t5vM29rbe1114W6xK7a12CJly2JV4uo9hefXw9l5Rl78+Q479z7Gvjbe+1LhkTx7c3vbe5N6hcYiYuG4Xac8rysGp38CVoytvUi5c9qV/qpLhkTnHZmJzzv/OwrLxtvXj5nNZlTBrLmpdV2XZJmfYlbdaLsuVlZYrnQuir8xJY5eVywvbCnxVk4RI3Se8lYopL0MT9C+8rjeO1Gs/Gy+Fg9TTn323uTZBh0nlb+ryMSUTuqWxgJYxrPQ8zd4zCxZTTuJORjKnbhqLfY+PRoHRT7QGIiIjyiGcQERERERG5sGJ+pTAqag5qlGwAAMgwpmPu7rHYevZ35xZGREQFCieIiIiIXIgsyw55EJF78/cuiqGRU/FY2dYAssPnv9j3AVb/+xU/40REZBecICIiIiIicgNeHt54+7GxaFflWfO6n44uxtIDc2CSjU6sjIiICgKXziAyGo147733sGzZMiQmJqJMmTLo1asXxo4da86lkGUZEyZMwKeffoqkpCRERkZiwYIFqFatmv4dSjBnTqjeyjm/b2uvkVGk7C/Wp+829spMI/X9qW0v9vXQmTEkji1mCunNJNJq16LIFNJo13Obe723vTdptNuaUSQJ90eXhfeNSXGrd6G/IjcIqu2Wy8o29VoUeUaKW71rZBRpZBhpZRyJ7Yo3hpDTI9anuDW9nlvN23hbeln8fGvWqnN8rcwjsV3MJBKH15MrpNhYWNbIfrJ63/A290TkIgySAS/W64/ifqXw7eFPAACbzqxBUvot9H1sLLw9fJxcIRERuSuXPoNo2rRpWLBgAebPn49jx45h2rRpmD59OubNm2fuM336dMydOxcLFy5EfHw8/P39ER0djfT0dCdWTkRERETkGJIkoeMj/4c+j46Gh+QBANh/ZQembxuGuxkpTq6OiIjclUtPEO3cuROdO3fGU089hUqVKuG5555D+/btsWfPHgDZZ1zMmTMHY8eORefOnVGvXj0sXboUly9fxqpVq5xbPBER0UPgbe6JKK+aV2iLwc3j4OvpBwA4eesIJm8ZhBv3Ep1cGRERuSOXniBq3rw5Nm7ciOPHjwMA/vnnH2zfvh0dO3YEAJw5cwaJiYlo27ateZugoCBERERg165duY57//59pKSkWD2IiIiIiNxNndBHMSpqDgJ9igEArtw5j9jNA3Eh+ZSTKyMiInfj0hlEI0eOREpKCmrUqAEPDw8YjUZMnjwZL730EgAgMTH7ryOhoaFW24WGhprbchIXF4eJEycq1ksGCdKDTApD7tk2ykwgW5fFQsTuWplE+nJ5NJc9dGYUqeQGaWUOaY2tO7NIM4NIfU5UK6NI6y4hspDzIf7V3sOyTczsUckryqk2g9hfaNebUWQSwl8kIRxGNor1CMcqZh6JYTIa7ZYZSWImjyzk4ijaxbE0cm60PnN6s2q0M4XEeoXdaeb2iCvk3Ptq1KqoTYym0ZtppDMzSHM8zedaHE/MTLPoL26rUbvIqlbFm8hxZNmk+C6xx5hEVHBVDK6Gca3nY8aOEbh69yKS0m9iypYYDGo2CTVLNXR2eURE5CZc+gyi7777DsuXL8eKFSuwb98+fPnll5gxYwa+/PJLm8YdNWoUkpOTzY8LFy7YqWIiIiLb8BIzInoYpfxLY2yreahcrCYAIC0rFTN3jET8xU1OroyIiNyFS08Qvfvuuxg5ciR69OiBunXr4pVXXsHgwYMRFxcHAAgLCwMAXL161Wq7q1evmtty4uPjg8DAQKsHEREREZE7C/AJwoiWM1A/rCkAIMuUiQV73se6kz84uTIiInIHLj1BdO/ePcUlSB4eHuZLZcLDwxEWFoaNGzea21NSUhAfH49mzZrla61ERET2IP/vNvf2fPASM6LCw8fTD4Oavo+oik+a13198GN8c2gBTPwuICIiFS6dQfTMM89g8uTJqFChAmrXro39+/dj1qxZeP311wFk53LExMQgNjYW1apVQ3h4OMaNG4cyZcqgS5cu+ncoSeZADEXWjWUuhphPZO9ljYwiZQ4PxA6q7bZmGImTdopllbwmWzOHlO0aGUeamUT2zRWRZfU5V8vLPCwzdwDAaDJaLYsZQ7Jw7EYhU0h8bsXMIb0ZRcrthR8qjeL7RMwUEto1coVMJstcHTFTSMxbEvONhOddErNnhNwdg3ouj9ay7gwjO2ceWf58L5k0+mrmHeWeb5Rzf6FWRQaS0C7WJ742Qn/xdxfl95vGssX2WllO4vtKLV9Jke1ETrF69Wrd27Rr1w5+fn4OqEY/d6+f3IeHwQOvNRqKYn4l8fO/SwEAa098j6T0W3iz8XB4GrycXCEREbkil54gmjdvHsaNG4d+/frh2rVrKFOmDN566y2MHz/e3Gf48OFITU1Fnz59kJSUhBYtWmDt2rXw9fV1YuVEREQPR5ZlzUD8hxmzIND7xx9JknDixAlUrlzZMQXp5O71k3uRJAlda/VCsG8JLD3wIWSYsPvCRty5n4QBEe/Bz8vf2SUSEZGLcelLzAICAjBnzhycO3cOaWlpOHXqFGJjY+Ht7W3uI0kSJk2ahMTERKSnp2PDhg145JFHnFg1EREROUpiYiJMJlOeHkWKFHF2uQruXj+5n8crP4OBTSfCy5D98/ORa3sRt3UwktJuOrkyIiJyNS49QURERFTY2Dt/6MGjIOjZs6euy61efvlll7oRhbvXT+6rUZlIDG85A/7e2e+n88knEbtlIK7cOe/kyoiIyJVIckE579wGKSkpCAoKQt2RzeHhk33VnVpOkP6MIYNGu/qyIrdHY3yDRqaRYjwPnRlDYnC4SrvezCG1PKPs7dX3rZVBJG4v0sos0qJ1K2nLoFixr/hRFDOGxJBZcXsxM0i5vXp/re3Fds3xjGJujkbGkWUGkbgvMVdHfO5M6rXozRjSzCDS21+jXq3x1DKI9G8rtkNYFp9r9Xabx1c8Vzr7C+Nbtas9b4Dy4FT2Zcoy4vSGE0hOTnbYL+wP/l/0xuoB8Pb3sevYGan38Xmn+Q6tnwqXB+9Xvqfcy+U75zFz+3DcTLsGACjqHYiY5lNQtXgtJ1dGRESOlNf/b/MMIiIiIhfyIIPI3g8iojIBFTC29XyUD6oCALibkYLp24Zi/5WdTq6MiIhcASeIiIiIXIhJlh3ycHdpaWm4dOmSYv2RI0ecUI1+7l4/FRzF/EpiVNRs1CzVEACQYbyPubvGY8uZX51cGRERORsniIiIiMil/fDDD6hWrRqeeuop1KtXD/Hx8ea2V155xYmV5Y27108FTxGvohjSPA4R5R4HAMgwYfH+mVh17EuecUhEVIi59G3u85sEyZxhI2bZwHJZrS3HZcWOhO7qmUHieFr97Z05pHd/lstamUNamUEGg4dqu3I8rQwj9f2JtDKLRGJOkMgk/zeeIsNHWPYwaGQCidtLRqtl8XVUZAzpfN9oZRQp3wdixhCs243i/izyXkzWbSZFNoyQMSQJP8wKL6vYrr0sji+MJ+R8idk1klZujsb+JR3tYm2Kt7RGrVo5PZL4llY8txr719tfzBQSh9MznuK50NiX+B62eE8qw5gcR5ZNmt8lDzOmO4uNjcXevXsRGhqKvXv3omfPnhg9ejRefPFFt/hl1hn1b926FR988AH27t2LK1euYOXKlejSpYu5/e7duxg5ciRWrVqFmzdvIjw8HIMGDcLbb7/tkHrI9Xh5eOOtJmMQ7FsS605+DwBYdexL3E67gVcbxMBD+BmMiIgKPk4QERERkUvLzMxEaGgoAKBx48bYunUrunbtipMnTyr/qOKCnFF/amoq6tevj9dffx3PPvuson3IkCH4888/sWzZMlSqVAl//PEH+vXrhzJlyqBTp04OqYlcj0Ey4IV6fVHMryS+ObQAALDl7K9ITr+Fvo+Ng4+nr5MrJCKi/MRLzIiIiFwIM4iUQkJCcPDgQfNy8eLFsX79ehw7dsxqvatyRv0dO3ZEbGwsunbtmmP7zp070bNnT7Ru3RqVKlVCnz59UL9+fezZs8ch9ZBr61DtebzdZAw8pOy/HR9I3IXp24fhzv1kJ1dGRET5iRNERERE5NK++uorhISEWK3z9vbG119/jS1btjipqrxzxfqbN2+O1atX49KlS5BlGZs2bcLx48fRvn37HPvfv38fKSkpVg8qWJqWb4OhkVPh61kEAHDq1lFM3jII11MTnVwZERHlF15iZknCf5kVNkUQ6cvs0c4kEutUb3d0hpFWjpDlslYGkDiWrZlDivEU+9eXUaSf+pyrZdaE+Bd9MSPEMq8IADwM1v2NJuvMIZNw7IrMIr0ZRZoZQ9bLujONDGJG0X/LYj6RIs9IGFvMDBLf88pMIeG5N4g5PML2mhlIUF3WyiHTvWyZK6SZKSTmF1l3V2b4iCvEPCSxvzie+vZa+xc/QooMJJP6+Jbbi6+jmA2l+Txb7FsSs5wcSJaVGWX2GNOdlStXTrEuLi4OoaGheP31163Wf/HFF7h+/TpGjBiRX+VpcsX6582bhz59+qBcuXLw9PSEwWDAp59+iqioqBz7x8XFYeLEiQ6tiZyvVkgjjIqag1k7RiL5/i0k3r2A2M0DMCRyKioGV3V2eURE5GA8g4iIiIjczieffIIaNWoo1teuXRsLFy50QkX6OLv+efPmYffu3Vi9ejX27t2LmTNnon///tiwYUOO/UeNGoXk5GTz48KFCw6vkZyjYnBVjG09H2FFywMAku/fQtzWGBy9ts/JlRERkaNxgoiIiMiFMIMobxITE1G6dGnF+lKlSuHKlStOqEgfZ9aflpaG0aNHY9asWXjmmWdQr149DBgwAP/3f/+HGTNm5LiNj48PAgMDrR5UcJXyD8PYVnNRpXgtAEB61j3M3DESuy9sdHJlRETkSJwgIiIiciEyTOZb3dvtAfe+zX1Oypcvjx07dijW79ixA2XKlHFCRfo4s/7MzExkZmYqLyH38FBcbkyFV1GfIAxvMQMNSzcHABjlLCz8azJ+P/GdkysjIiJHYQaRBUmS/svfUMvx0QwhEgdW7kdt2dbMIMWymOmhN4PIhowisU25L/VMIFszhzyETCPlsanXJxL762WyyBkSM0ZMQgaRsl3MchFycoR2g2RbRpE4vpj7I45nEMezIdPIJAbPaGQSyUI+jJg1I2bRmDQzhYTnXpFxJH6oxGwb9WVJkXmkvqyaM2RzvpFtmUMQs3kUtVovauYCic+F5vepOL5KrZr5SyrtYvYROV3v3r0RExODzMxMPPHEEwCAjRs3Yvjw4Rg6dKiTq9Pm6Prv3r2LkydPmpfPnDmDAwcOoHjx4qhQoQJatWqFd999F35+fqhYsSK2bNmCpUuXYtasWTbvmwoOH09fDIiYiK8OfIjNZ38BAHx7aCGS0m7g/+q+bfPPRURE5Fo4QURERORCHHFJWEG8xOzdd9/FzZs30a9fP2RkZAAAfH19MWLECIwaNcrJ1WlzdP1///03Hn/8cfPykCFDAAA9e/bEkiVL8M0332DUqFF46aWXcOvWLVSsWBGTJ0/G22+/bfO+qWDxMHigZ8PBKOZXEiuPLQEArDv5A5LSb+LNxiPg5eHt3AKJiMhuOEFEREREbkeSJEybNg3jxo3DsWPH4Ofnh2rVqsHHx8fZpeWJo+tv3bq16t3wwsLCsHjxYrvsiwo+SZLQuearCPYtgSX7Z0OGCfEXNyHl/m0MbDoJRbyKOrtEIiKyA04QERERuRBZlh1wm/uCdwbRA0WLFkWTJk2cXcZDc/f6qXBpFf4UgnyL4+M9k5BhvI9j1w8gbmsMhjSfimJ+JZ1dHhER2YgTRJYkmDMq9EUQ6cv00c4kEutSb3d4hpENy2KbmAmkzBhSzygS+4vj2ZpBpMxbUr+2XuwvEi/r8MB/9chC5pDYVyuTSHwuxIwfrXYxo8ioyJYS6jEJ/RUZRtbbi+NpZRpZ9hezq0wGMd9IGMso5jOJtcGaRs6OmEGkzK4RtteZKaTIGNLKLFLUK+faV6xNdVso85AUWcbik6dxLKo5Pjm0680F0tVfzD8Sh9IxlsQMIpe0bds2fPLJJzh9+jS+//57lC1bFl999RXCw8PRokULZ5enyd3rp8KpQelmGN5yJubsHI27GSm4kHwasZsHYGjkNJQJrOjs8oiIyAZMliMiInIhsgNucV8QzyD68ccfER0dDT8/P+zbtw/3798HACQnJ2PKlClOrk6bu9dPhVvV4rUwptVclCwSBgC4mXYNk7e+gxM3Dzu5MiIisgUniIiIiMjtxMbGYuHChfj000/h5eVlXh8ZGYl9+/Y5sbK8cff6iUoHVMDYVvNQIagqACA1IwXTtw3Dvss7nFwZERE9LE4QERERuZAHGUT2fhQ0CQkJiIqKUqwPCgpCUlJS/hekk7vXTwQAwX4lMCpqNmqHNAYAZJoyMG/3BGw6vcbJlRER0cNgBpEFySBBMjxMCJE4kLipViaRnTOAhGk/vdsrc3gevr/esbQyisTx9GYOeSratcZXz0jS4qHSJv7CJmYOiZlEWplFYqaQOJ6Yy6N87q3HM4qZQ4rXziS0G4V26/6yViaSxbLJJI6t9T4SM4pg3W7U6K+oVcjVEfJnxNwdsV5FRpHmsrg9VJctv2PM31m51KbIO9JY1s4wEkrRzPERV+gdT3171f1rjS2+T9Se53zMIJJlk+Lzbo8xC5qwsDCcPHkSlSpVslq/fft2VK5c2TlF6eDu9RM94Oflj8HNp+CzvdOx+8JGyDDhywOzcTv9BrrW7KX7ZyciInIenkFEREREbqd379545513EB8fD0mScPnyZSxfvhzDhg1D3759nV2eJnevn8iSp8ELfR4dhQ7VupvXrf73KyzeN1PxByciInJdPIOIiIjIhTwIlrb3mAXNyJEjYTKZ0KZNG9y7dw9RUVHw8fHBsGHDMHDgQGeXp8nd6ycSGSQDetR9G8X8SuKbgwsgQ8bWc78h+f4t9HtsHHw8/ZxdIhERaeAZREREROR2JEnCmDFjcOvWLRw+fBi7d+/G9evX8f777zu7tDxx9/qJchNd9Tn0fWwcPA3Z4ev/JO7GtG1DkXI/ybmFERGRJp5BZEmSzCEUYq6H5bJaGwAYhKwVZX8h98agHpShjCxycIaRHZe1M370LWtlDOnNHFK2C/uHvowiPcSMIGW7kAkkq2cMic+NeEq3mFEk5juJmUBaOT8eBiEnyKQ+nliPOL7R6n2j/rpqZRKJn0GTUKuYJ2MwqmcKKTKKJPXwGmWmkDC+YnvxO8O6WRYzjixygxQZQxqZaI5ftjVzSL1d3J9qf71jCy+LVeXi97QDOSJUuiCGVKelpUGWZRQpUgS1atXCuXPn8Nlnn6FWrVpo3769s8vT5O71E6l5rFxrBPgEYe6u8UjLSsXp2/9i8pZBGBY5DaX8Szu7PCIiygXPICIiIiK307lzZyxduhQAkJSUhIiICMycOROdO3fGggULnFydNnevn0hLzVINMbrVHAT7lgAAXL17Ee9vHoCzt487uTIiIsoNJ4iIiIhcCG9znzf79u1Dy5YtAQA//PADQkNDce7cOSxduhRz5851cnXa3L1+orwoH1QF41rPR5mAigCAlPu3MXXbYBy++reTKyMiopxwgoiIiIisxMXFoUmTJggICEBISAi6dOmChIQEc/utW7cwcOBAVK9eHX5+fqhQoQIGDRqE5ORk1XF79cq+5bXlo0OHDg9V47179xAQEAAA+OOPP/Dss8/CYDCgadOmOHfu3EONmZ/cvX6ivCpRJBSjW32IqsVrAwDSs9Iwe+co7Dy/3smVERGRKE8ZRM8++6zugRcuXIiQkBDd2zmTRQSRau6PVj6KmHuh7J/Dji2ImUTKTCMhF8dDvb/WsphFo3V8Yg6PWrt2XpHWvtXbxdwdvZlDHpL1slbGkPLY1edY1TKKtDKIZKHdJFvXmiVk+piEABWt/CZbM4qUmUJihpF65pBJpV3M/DGJ72ExI0hRm1aekliL8FoY1fOXTIrPsHB2hvAZNgk5QWIGkpgjJB6PIpTIcn/ivjWWJUUmkHp/sV1re8kgjCe+zcUnT8xQ0lgWPzbicwmVfCbxZRZrUfQ3Wv67cGUQbdmyBf3790eTJk2QlZWF0aNHo3379jh69Cj8/f1x+fJlXL58GTNmzDDn57z99tu4fPkyfvjhB9WxO3TogMWLF5uXfXx8HuqYqlatilWrVqFr165Yt24dBg8eDAC4du0aAgMDH2rM/OTu9RPpUdQ7EMNbzsDCPbHYd2UHjLIRi/6OQ1L6TXSs9n/Kn6WJiMgp8jRBtGrVKnTv3h1+fnm7PeWKFStw9+5dt5sgIiIiImDt2rVWy0uWLEFISAj27t2LqKgo1KlTBz/++KO5vUqVKpg8eTJefvllZGVlwdMz9x8vfHx8EBYWZnON48ePx4svvojBgwejTZs2aNasGYDss3EaNmxo8/iO5u71E+nl7eGDAU3fw7ID8/DnmdUAgO8OL8LttBt4oV4/m278QURE9pHnu5jNnTs3zxM+Wn89JCIiopyZZFlxF0N7jAkAKSkpVut9fHzydAbPg0vHihcvrtonMDBQdXIIADZv3oyQkBAUK1YMTzzxBGJjY1GiRAnNGkTPPfccWrRogStXrqB+/frm9W3atEHXrl11j5ff3L1+oodhkDzwSoN3EOxXEj8d/QIAsP7UT0hKv4nej46Ct4e3kyskIirc8jRBtGnTJtUfCkW///47ypYt+9BFERERFVaOvMSsfPnyVusnTJiA9957T3Vbk8mEmJgYREZGok6dOjn2uXHjBt5//3306dNHdawOHTrg2WefRXh4OE6dOoXRo0ejY8eO2LVrFzw8PFS3zUlYWJjibKTHHntM9zjO4u71Ez0MSZLQqcbLCPYtgSX7Z8Ikm/DXpS1IuZ+EQU3fh793UWeXSERUaOVpgqhVq1a6Bm3RosVDFeN0qiFEufwbeckk0srh0bksxpHo3F4zQ0gjo0i73SP3No1atJfF8cSMItsyh7QyjLQyifSdHq3+y5CYUSSeUaCVKWQSjjVLFjOHbMsoUh67vna1XCGTsG8xU0jMKDJqZgzp6y9mDsmy0G7Ul4mkzPWBsCzmAKm3Wy4r24TaxbGEfCQx40dSZP6oL2tmBmlmGEFoh0a7uCL38ZRjqW+rum9F8JR7unDhglW+TV7OHurfvz8OHz6M7du359iekpKCp556CrVq1dKcbOrRo4f533Xr1kW9evVQpUoVbN68GW3atMnbQfxPXFwcQkND8frrr1ut/+KLL3D9+nWMGDFC13j5zd3rJ7JVVKWOCPItho/iJyHDmI6EG/8gbmsMhkbGoZhfKWeXR0RUKOm+2Pe3337DunXrFOvXrVuH33//3S5FERERFVaOvM19YGCg1UNrgmjAgAH45ZdfsGnTJpQrV07RfufOHXTo0AEBAQFYuXIlvLy8dB1r5cqVUbJkSZw8eVLXdgDwySefoEaNGor1tWvXxsKFC3WPl9/cvX4ie6gf1hQjW85EgHcQAOBiymm8v3kgLqWcdW5hRESFlO4JopEjR8JoNCrWy7KMkSNH2qUoIiIich5ZljFgwACsXLkSf/75J8LDwxV9UlJS0L59e3h7e2P16tXw9fXVvZ+LFy/i5s2bKF26tO5tExMTc9yuVKlSuHLliu7x8pu7109kL5WL18SY1vNQqkj25+FW2jVM2fIOjt845OTKiIgKH90TRCdOnECtWrUU62vUqPFQfwEkIiKi/zjyDKK86t+/P5YtW4YVK1YgICAAiYmJSExMRFpaGoD/JodSU1Px+eefIyUlxdzH8o9INWrUwMqVKwEAd+/exbvvvovdu3fj7Nmz2LhxIzp37oyqVasiOjpa9/NUvnx57NixQ7F+x44dKFOmjO7x8pu7109kT2FFy2Fs63moGFwNAJCaeQcfbH8Xey9tc3JlRESFS57vYvZAUFAQTp8+jUqVKlmtP3nyJPz9/e1Vl1NYRxDlnlGizMAQxxG3zWFHKu0OzzCy+3LuuTxaOTdiRpGyXcwE0pdZpNVfK3NIbNebQSSOp4esyCBSzyTKEvYl9jeYhHadGUVaz61WhpFR2L+YK2SZUaTMCLLuaxTyjMRaxO3F3CytzCBF5pGwLNajiBwyqtcvZiKJuUHiZ16RK2SwyCBSZAQJ2yraNTKKFN9Xzl7Oe+aQ2F0r30iZ9ZR7f8mjYGQQ5dWCBQsAAK1bt7Zav3jxYvTq1Qv79u1DfHw8AKBq1apWfc6cOWP+GSEhIcF8BzQPDw8cPHgQX375JZKSklCmTBm0b98e77//fp6ykES9e/dGTEwMMjMz8cQTTwAANm7ciOHDh2Po0KG6x8tv7l4/kb0F+RbHyJaz8VH8ezh87W9kmjIwP34iXmkwEE9U7uzs8oiICgXdE0SdO3dGTEwMVq5ciSpVqgDInhwaOnQoOnXqZPcCiYiIChNZhu4zfvIypr7+6hu0bt06TzVa9vHz88sxw/Bhvfvuu7h58yb69euHjIwMAICvry9GjBiBUaNG2W0/juLu9RM5gp9XEcQ0n4wv9s3AzvPrIcOEpQc+xK20G+hW63XlH1GJiMiudE8QTZ8+HR06dECNGjXMgZUXL15Ey5YtMWPGDLsXSERERGQpMzMTHTp0wMKFCzFu3DgcO3YMfn5+qFat2kOdjZTf3L1+IkfyNHihd+ORCPYtgd+OfwMA+CVhOZLTb6JnwyHwNOj+9YWIiPLooS4x27lzJ9avX49//vkHfn5+qFevHqKiohxRHxERUaHyMJlBeRmzIPHy8sLBgwcBAEWLFkWTJk2cXJE+7l4/kaNJkoTudfqgmF9JrPjnI8iQse3cWiSn30K/iAnw9fRzdolERAXSQ03BS5KE9u3bIyoqCj4+PgXndE+rECKxzbKbehaL3TODhBgbvdtrZcfo7a9nPDGDRyu/SKs2MRNIK7PIADEzSD0jSCtzSCuzSCujSK2vmBkEeAjtsrBs3V+sLUvIADJptIsZRVnQyIdSZAyp5wIpl8VcH0mlzXpsMbtKkWckHruYMaTzM6G3v0nMFBIyiQwG4bUUcoMkjVwhk0W7Ip9IyOhR1KL4QpFtWpYUmUDq/cV2re2V7cLwKjlCyu9mvWNZrPDIvwkWkywrPu/2GLOgefnll/H5559j6tSpzi7lobh7/UT5oV2VZxHsWwKf/DUFWaZMHLy6B9O2DsHg5lMQ6FvM2eURERU4uieITCYTJk+ejIULF+Lq1as4fvw4KleujHHjxqFSpUp44403HFEnERERkVlWVha++OILbNiwAY0bN1bcKGPWrFlOqixv3L1+ovzSpGwrBHgH48PdY5GWmYozSQmYvGUQhkZORUjRss4uj4ioQNE9QRQbG4svv/wS06dPR+/evc3r69Spgzlz5nCCiIiIyAa8xCxvDh8+jEaNGgEAjh8/btXmDmc2u3v9RPmpRqn6GBM1FzN3jMDt9Bu4mnoJsVsGYXDzKQgvVt3Z5RERFRi6J4iWLl2KRYsWoU2bNnj77bfN6+vXr49///3XrsURERER5WTTpk3OLsEm7l4/UX4rFxSOsa3nY+aOEbh85xxS7t/G1K2DMaDpRNQNZY4XEZE96J4gunTpEqpWrapYbzKZkJmZaZeinEWSJPNf7VQzRhS5FWJfxcCq7Q7PMLL7snrOjuWyWlvOy/oygxT9oZ4ZpMgo0hhPub31R0Zv/eKyHmLmkNayWKvRlKVai5hRpJUxJGYU6X6tVHKFxEwho0k9c0jMKFJmAmm168sckjUykMTMI5NBvV3MKBIzmEyK7xTLDCLrJmUGkHq79rKYcSSOJ9bm7GXL7+qHzy9SDOWRj2d0OOAMIt33uScickElioRgTKu5+HDXWBy/eQj3jemYs3M0Xm/0LiIrtnd2eUREbk/3BFGtWrWwbds2VKxY0Wr9Dz/8gIYNG9qtMCIiIiItR48exfnz55GRkWG1vlOnTk6qSB93r58ov/l7B2BYiw/wyV+TsffyNhhlIz7dOxW302/gqUde4CWaREQ20D1BNH78ePTs2ROXLl2CyWTCTz/9hISEBCxduhS//PKLI2okIiIqNGQ4IIMIBe8MotOnT6Nr1644dOgQJEkyP2cPfjk0Go1qmzudu9dP5EzeHt7oHzEey/+Zj42nfwYA/HDkM9xOu4GX6veHQfLQGIGIiHKi+3qXzp07Y82aNdiwYQP8/f0xfvx4HDt2DGvWrEG7du0cUSMRERGRlXfeeQfh4eG4du0aihQpgiNHjmDr1q149NFHsXnzZmeXp8nd6ydyNoPkgZfrD8Jztd80r9t4ehU+jn8fGcYMlS2JiCg3us8gAoCWLVti/fr19q7F+ST8l2ehkhPk8MwgYdpO7/ZiLo6t/fWOZ5k9o5VfpLc2vbVqZQSJGUPislbekqcik0grI0nKtU2LInNIOCNAK5MoS6hdb0ZRlsZzkSUE5XgIf70zGoQMI5WMIzGfSPk66msXM4UMBuG5E2oxaGQKKTOQbMs0UmQOCRFFkkpGkbgvMTNI/H5SZgoJz4Vie/ELScw40rcsaWQeKXOD9G0vqeQzaWcOiSv+Gys/M4h4F7O82bVrF/7880+ULFkSBoMBBoMBLVq0QFxcHAYNGoT9+/c7u0RV7l4/kSuQJAlPV38Rwb4l8MW+D2CSTfj78lbc2ZGEQU3fh793gLNLJCJyK7rPILpw4QIuXrxoXt6zZw9iYmKwaNEiuxZGRERUGD2YILL3o6AxGo0ICMj+5a9kyZK4fPkyAKBixYpISEhwZml54u71E7mSFhWjEdNsCnw8fAEACTcOYsrWd3Dz3jUnV0ZE5F50TxC9+OKL5luzJiYmom3bttizZw/GjBmDSZMm2b1AIiIiIlGdOnXwzz//AAAiIiIwffp07NixA5MmTULlypWdXJ02d6+fyNXUC3sMI6NmI8AnGABwKeUsYjcPwMXkM84tjIjIjeieIDp8+DAee+wxAMB3332HunXrYufOnVi+fDmWLFli7/qIiIgKFZ5BlDdjx441X/45adIknDlzBi1btsRvv/2GuXPnOrk6be5eP5ErCi9WHWNbzUOIfxkAwO30G5iy9R0k3PjHyZUREbkH3RlEmZmZ8PHxAQBs2LDBfBvWGjVq4MqVK/atLr9JkjmDQplFYdlNzANRjqPW7vAMI7svq2fPqC3rzQQSl5X7FjN99G6vlWmklVGknjnkKeTuqB2f1rGLtDKGtJbF2rOEzCExo0jrucgyWS97KDKFhPFN6u8ztfeN1nvUQ8gUMpoMwrKYIaSeUSRmAhmFTCNx/9oZQ7b1V+QCWWQSKfOUhLFMQmaP0G4S2iWhXRbaTUb1DCNlxhFUl8W8N7sua/bNPXMIgHXKF++a7HKio6PN/65atSr+/fdf3Lp1C8WKFXOL21y7e/1Eriq0aFmMbTUPs3eOxpmkBNzLvIsPtg/HW03GoEnZKGeXR0Tk0nSfQVS7dm0sXLgQ27Ztw/r169GhQwcAwOXLl1GiRAm7F0hERFSY8AwidePHj8fevXtzbCtevLjLT664e/1E7iDQtxhGRM1C3dDsqx6yTJn4OH4iNpxa6eTKiIhcm+4JomnTpuGTTz5B69at8cILL6B+/foAgNWrV5svPSMiIiJyhIsXL6Jjx44oV64c+vbti99//x0ZGe5zS2t3r5/IXfh6+uGdZrGIrJB9tp4MGcv+mYfvD39aoCbNiYjsSfclZq1bt8aNGzeQkpKCYsWKmdf36dMHRYoUsWtx+c7iNveql3zwtvbCcu63rne129rbe1nrkjK1S9LEvh46b3svMoq3tRcu8RIvOTMI18xoXoImLGtdvqd1yZpBuAwsy2K+2sOgdfma9XKWSf0SMPGSMe129fFMGu2yQf0SN4NJvK29eAmcervJYMq1zfLys+zahG0Vl1mJl4hBWBZvQy+0Ky5BUx9f77LWbe2V9Vvcml5jWwnC5XDCwVldrZaft7k3ZT/sPWZB8cUXX8BkMmHHjh1Ys2YNYmJicOXKFbRr1w6dO3fG008/jeLFizu7zFy5e/1E7sTT4Ik3Gw9HMb+S+CVhOQDg1+NfIyn9Jl5rNEzxsw8RUWGn+zfSM2fO4PTp01aTQ0B2NtG9e/fsVhgRERFRTgwGA1q2bInp06cjISEB8fHxiIiIwCeffILSpUsjKioKM2bMwKVLl5xdao7cvX4idyJJEp6r/QZerj8I0v+m/nec/wNzdo5BWiZ/dyEisqR7gqhXr17YuXOnYn18fDx69eplj5qIiIgKL1l2zKMAq1mzJoYPH44dO3bg4sWL6NWrF7Zt24avv/7a2aXlibvXT+QO2lbpgv4RE+Bp8AIAHL72F6ZtG4Lk9FtOroyIyHXoPq9y//79iIyMVKxv2rQpBgwYYJeiiIiICitHhEoXxLyNIUOG5LhekiT4+vqiS5cu6Ny5cz5XlXfuXj+RO3q0bBTe9QnGh7vG4l7mXZxNOo7YLQMxLHI6QouWdXZ5REROp3uCSJIk3LlzR7E+OTkZRqMYPuFeJIvb3Is5G9a5OooN1RZd7rb2BiEfxUNYNoj5L4r+eW/X2la8dbqzb2tva4aReC27uOyh4zb3Wre9F4kZQ17CvjOFDCGtzCExo0hZn5BRJGYqGazr8VRkGll/X1jmDCkyhnS/7uKyUVgWj02oRSNDyCjkJykzhbQyjPTd9l6tv1aekhhRJGlmFAl5SpI4gEa7QMz9US4LOUCKDCRhQFtucy/WBvF9pJLHlI8ZRJQ3+/fvx759+2A0GlG9enUAwPHjx+Hh4YEaNWrg448/xrBhw7Bt2zbUqlXLydUquXv9RO6qesl6GNPqQ8zcMRK30q7jeuoVxG4ZiMHNpqBy8RrOLo+IyKl0X2IWFRWFuLg4q8kgo9GIuLg4tGjRwq7FERERFTa8zX3edO7cGW3btsXly5exd+9e7N27FxcvXkS7du3wwgsv4NKlS2jZsiUGDx7s7FJz5O71E7mzsoHhGNtqPsoFhgMA7txPwtRtQ3AwMd7JlREROZck6/yp8ciRI2jVqhWCg4PRsmVLAMC2bduQkpKCP//8E3Xq1HFIoY6UkpKCoKAgPBrXBp6+2WdVSIbcz7oR2yTFGTjqZ+wo+nuo99daVp4BpL7s6aF+BpArnUEktntI6ttrja/sL57xI/ZXPyNIvIuZK51BJC6LZxCJ7Vp3LcuSxTuHqZ8RJI5v1OifpXYGkXgXM0Ut6nc507tsEr4WlWcQidurn0GkdVcyzbuWqfTX6isuy0ZZtd0k3JVM1ttuFPan6K++vXZ/Hctim1F9W0V/i2Xj/SwcnfcXkpOTERgYCEd48P+iFh8+CU8/L7uOnZWWie3v/ObQ+vNb2bJlsX79esXZNUeOHEH79u1x6dIl7Nu3D+3bt8eNGzecVGXu3L3+B+/XgvSeosInNeMu5u4ei4QbBwFk/+z1WqNhaFmxg5MrIyKyr7z+f1v3GUS1a9fGwYMH0b17d1y7dg137tzBq6++in///dctJ4eIiIhcCc8gypvk5GRcu3ZNsf769etISUkBAAQHByMjIyO/S8sTd6+fqCDw9y6KoZHT8WjZKADZf9z6fO90rP53WYH83iQi0qIrgygzMxMdOnTAwoULMWXKFEfV5JpUMz90LgvTcrozhHT2F8/iUfbXl9ujZ1nrrBhXO2NI86wezVwe4YwplYwivflK4rJ4ho6YtyK2a22veexihpHw2mQZNM4w0sgwstyfsq/1wWWZ1N/z4utq6xlGejOMlJlCwhlAknpGkVYmkeWynr4AYBIzgzQziay7Q8jpEROIxL86iJlDiv0rvhBl25YtKhJbFClCOvKMJGYQuZzOnTvj9ddfx8yZM9GkSRMAwF9//YVhw4ahS5cuAIA9e/bgkUcecWKVuXP3+okKCm8Pb/R7bBxWHPwYG06tBAD8dPQLJKXfxMv1B8Ag/LxDRFSQ6Zog8vLywsGDBx1VCxERUaHniLvSF8Q/hH/yyScYPHgwevTogays7AlnT09P9OzZE7NnzwYA1KhRA5999pkzy8yVu9dPVJAYJA+8VG8AivuVwneHFwEA/jz9M5LTb+KtJmPg7eHj5AqJiPKH7kvMXn75ZXz++eeOqIWIiIgoT4oWLYpPP/0UN2/exP79+7F//37cvHkTixYtgr+/PwCgQYMGaNCggXMLzYW7109U0EiShCcf6YHej440n8G+9/J2fLD9XdzNSHFydURE+UP3be6zsrLwxRdfYMOGDWjcuLH5h5gHZs2aZbfiiIiIChtHZAYV5CyNokWLol69es4u46G5e/1EBU1khfYI8imG+fHvIT0rDSduHsaULe9gaORUlCgS6uzyiIgcSvcE0eHDh9GoUSMAwPHjx63axKwLe7h06RJGjBiB33//Hffu3UPVqlWxePFiPProowCyf+idMGECPv30UyQlJSEyMhILFixAtWrVdO9LkiTzMdhyLIptbc0ssnFZpDfDSMwJ0tOulZ+kVYt23pG+3B6tZVvvUqZnf56S+rZifpGtdzXzlK33J2YEieN7Cccm3gVNsb3GeGLmUJbK+0h8nU1ilpSQEeSpcYc0W9+HymWTznb1ekya7blnFOnpm5daTWJEkFH8PjEKy9avsyx0FzOIxJwfsV1r2aRIPRJZ3HFSYywxv0hslyz2Jd690qF4jZkuR48exfnz5xVhzp06dXJSRfq4e/1EBVGd0CYY2XI2Zu0chZT7t3H5zjnEbh6IIZFTUT6osrPLIyJyGN0TRJs2bXJEHTm6ffs2IiMj8fjjj+P3339HqVKlcOLECRQrVszcZ/r06Zg7dy6+/PJLhIeHY9y4cYiOjsbRo0fh6+ubb7USERFR/jl9+jS6du2KQ4cOQZIk81lSDyZBjUZxMtO1uHv9RAVdpWKPYGzreZi5fQSupl7C7fQbmLLlHQxq9j5qlmrg7PKIiBxCdwZRfpo2bRrKly+PxYsX47HHHkN4eDjat2+PKlWqAMg+e2jOnDkYO3YsOnfujHr16mHp0qW4fPkyVq1a5dziiYiIHgJvc58377zzDsLDw3Ht2jUUKVIER44cwdatW/Hoo49i8+bNzi5Pk7vXT1QYhPiXwZjW8xBerDoAIC0rFTN3jMCei5udWxgRkYPoPoMIAP7++2989913OZ4S/dNPP9mlMABYvXo1oqOj8fzzz2PLli0oW7Ys+vXrh969ewMAzpw5g8TERLRt29a8TVBQECIiIrBr1y706NEjx3Hv37+P+/fvm5dTUhg8R0RE5E527dqFP//8EyVLloTBYIDBYECLFi0QFxeHQYMGYf/+/c4uUZW7109UWAT6BGNky1n4KH4SDl6NR5YpEwv2vI/k9FtoV/VZZ5dHRGRXuieIvvnmG7z66quIjo7GH3/8gfbt2+P48eO4evUqunbtatfiTp8+jQULFmDIkCEYPXo0/vrrLwwaNAje3t7o2bMnEhMTAQChodaBcaGhoea2nMTFxWHixImq+1bmdOS2oFjUpDdDSG8+ilZ/Ldq5P3nPBRJzaMS8IkVODdTbldtrHbtWf/tmGIm5PcpMo/+WtbbVu2+RmEEkLosZR3ozirQyksRMIjHPKcuQ+/6yTEJfIVNIfB3V8oyya7FeztL9PhOX1evR267MCTIJ7blnFGlnDOnNJBL6C5lDHrB+bRQZRsL2siSGGqm3a2UMid8R4vaWGUhiHpJesuW+PPLvhFtGEOWN0WhEQEAAAKBkyZK4fPkyqlevjooVKyIhIcHJ1Wlz9/qJChMfTz+80ywWS/bPwrZzv0OGjOUH5+NW2nU8X6e37pxIIiJXpfvbbMqUKZg9ezbWrFkDb29vfPjhh/j333/RvXt3VKhQwa7FmUwmNGrUCFOmTEHDhg3Rp08f9O7dGwsXLrRp3FGjRiE5Odn8uHDhgp0qJiIiovxQp04d/PPPPwCAiIgITJ8+HTt27MCkSZNQubLrh8i6e/1EhY2HwQOvNxqGZ6q/bF73+4lv8enfU5FlynRiZURE9qN7gujUqVN46qmnAADe3t5ITU2FJEkYPHgwFi1aZNfiSpcujVq1almtq1mzJs6fPw8ACAsLAwBcvXrVqs/Vq1fNbTnx8fFBYGCg1YOIiMglPDiFyN6PAmbs2LEw/e+2e5MmTcKZM2fQsmVL/Pbbb5g7d66Tq9Pm7vUTFUaSJKFb7dfxaoMYSP/7NWrXhQ2YvXM00jLvObk6IiLb6b7ErFixYrhz5w4AoGzZsjh8+DDq1q2LpKQk3Ltn3y/GyMhIxWnWx48fR8WKFQEA4eHhCAsLw8aNG9GgQQMA2XlC8fHx6Nu3r11rISIiItcRHR1t/nfVqlXx77//4tatWyhWrJjuS6udwd3rJyrMnqjcCUG+xbFwTywyTRk4cm0vpm6NweDIqQj2Le7s8oiIHpruCaKoqCisX78edevWxfPPP4933nkHf/75J9avX482bdrYtbjBgwejefPmmDJlCrp37449e/Zg0aJF5jOVJElCTEwMYmNjUa1aNfNt7suUKYMuXbro36H0v4fezbQyPWy8LFlvZpH2snouj/b+xbyW3PennRH08PlGDlmGvv1p5vCoZN1oZQ6J+UWKfQlZMOL2igwiIUtGHF/MHFLsT8jxscxTyh7PentxvEwx00hchuX7RnzehLE12sXtlf2FDCOT9bKHkJdkNFg/d2ImUqbR+tRy5WfCpLM998whADBZtCvb9GUOif2tn0klk5gpZFQ/FpPi60V8X4rva2uyZH3mi2L/ii9Y9Qwj6201lq12k3+/sDvirmMF8S5mOSle3L1/MXP3+okKk8ZlWmB4yxmYs3MMUjPv4FzySUzePBBDI6ciLKC8s8sjInoouieI5s+fj/T0dADAmDFj4OXlhZ07d6Jbt24YO3asXYtr0qQJVq5ciVGjRmHSpEkIDw/HnDlz8NJLL5n7DB8+HKmpqejTpw+SkpLQokULrF27Fr6+vnathYiIKD/IsP+ETkGdHkpPT8fBgwdx7do18+VaD3Tq1MlJVeWdu9dPVNhVK1EHY1rNxcwdI3Az7Rqu37uCyVsGIab5FFQpXtPZ5RER6aZ7gsjyr1sGgwEjR460a0Gip59+Gk8//XSu7ZIkYdKkSZg0aZJD6yAiIiLXsXbtWrz66qu4ceOGok2SJBiNxhy2ch3uXj8RZSsTWBFjW8/DrJ2jcCH5NO5kJGPatqHo99h4NCjd1NnlERHpkqeLn1JSUnQN+iCjiIiIiHSSHfQoYAYOHIjnn38eV65cgclksnq4w+SKu9dPRP8p5lcKo6LmoEbJBgCADGM65u4eiy1nf3NuYUREOuXpDKJixYrhypUrCAkJydOgZcuWxYEDBwrUbVotcztsDY/Umxlk6/hauT9aGUN6Wea/KPOO8p7Rk/P2Wsem1d/BGUY6Mou0Moe8JC/VscQMIy1GMZNIWBYzh8R6PE3qGUNiRpEtz5Uin0hRm3XtWSbrzCAPISNIWbt6f6Oiv77sLKMio0g8HnF7o652o9X3kUloU88v0soYEt9VWhlGiv0LO9D8NhEyhmTh688kZAqJ3xliu9UeJXFWREc+kSA/M4gob65evYohQ4YgNDTU2aU8FHevn4isFfEqiqGRU/Hp31Ox59JmmGQTFu+bgaS0m+hU42WGzxORW8jTb5iyLOOzzz5D0aJF8zRoZmamdiciIiJSYEh13jz33HPYvHkzqlSp4uxSHoq7109ESl4e3nj7sbEIPlQCf5z8EQCw8thi3E6/gVfqD4KHwUNjBCIi58rTBFGFChXw6aef5nnQsLAweHl5aXckIiIiegjz58/H888/j23btqFu3bqKnzsGDRrkpMryxt3rJ6KcGSQDXqzXH8X8SuHbQwsBAJvPrEFy+k283WQsfDx5Ix0icl15miA6e/asg8sgIiIigGcQ5dXXX3+NP/74A76+vti8ebPiUnBXn2Bx9/qJSF3Hat0R5FMcn++dDqOchf1XduKD7cMQ02wyivoEObs8IqIc6b6LWaFhx+uE7X3NsVb+iV5auT7ay3nPLNKqPd8zg6Bvf2JOj95MJYNKBpHW2GLmkDKXR/2sPZNsFJat81i8ZOvxM4UcHs1jF5fFTCKN58by+MR9i3lHivwjRS1Cf51ZVZr9hWPLylvev8V4+nJ91NolSV+Yrf6MIX0ZRuIOTGLsj2IAIRtLfJ8IvWVFrpA4mlrOkDha3jOJmEHkesaMGYOJEydi5MiRMBhsy85zBnevn4i0Na/QFkG+xTBv9wSkZ93DyVtHMXnrOxgaORUli4Q5uzwiIgX+REJERORKXOAuZnFxcWjSpAkCAgIQEhKCLl26ICEhwapP69atIUmS1ePtt99WPzRZxvjx41G6dGn4+fmhbdu2OHHihL7i/icjIwP/93//57aTK+5ePxHlTe2QxhgVNQdBPsUBAFfunEfs5oE4n3TKyZURESnxpxIiIiJX8r9LzOz5gM5LzLZs2YL+/ftj9+7dWL9+PTIzM9G+fXukpqZa9evduzeuXLlifkyfPl113OnTp2Pu3LlYuHAh4uPj4e/vj+joaKSnp+t+mnr27Ilvv/1W93auwt3rJ6K8qxhcFWNbz0NY0XIAgKT0m4jbGoOj1/Y5uTIiImu8xIyIiIisrF271mp5yZIlCAkJwd69exEVFWVeX6RIEYSF5e0yCVmWMWfOHIwdOxadO3cGACxduhShoaFYtWoVevTooatGo9GI6dOnY926dahXr54i5HnWrFm6xstv7l4/EelTyr80xrSah9k7R+P07WNIy0rFzB0j0fvRkWha/glnl0dEBEDHBNGBAwfQoEEDB5biYhR/bXVe/oStGUZaeSv6x1PPKLEcX+++tGoVl7X7OzjDyIbMImV+kUeufXNaFjOHvCSNj7NGe6askeujyBSyrlfMSPLUyA1SyxnSnf0kZhJpZkuJGUXq7eL2Yn8t4vbK9624bBSWxc+RZhKQxb6stzXpzCwSie+ivFeS8wCSUTw2IStLIzdIzLay7qmVMZT3TKJ8zSB6iEvC8jQmgJSUFKvVPj4+8PHx0dw8OTkZAFC8eHGr9cuXL8eyZcsQFhaGZ555BuPGjUORIkVyHOPMmTNITExE27ZtzeuCgoIQERGBXbt26Z4gOnToEBo2bAgAOHz4sFWbvbP/HMHd6yci/QJ8gjCi5Ux8vGcS/kncDaOchYV/xSI5/Saiqz3v7PKIiPI+QRQREYEJEyYwTJGIiMhNlS9f3mp5woQJeO+991S3MZlMiImJQWRkJOrUqWNe/+KLL6JixYooU6YMDh48iBEjRiAhIQE//fRTjuMkJiYCAEJDQ63Wh4aGmtv02LRpk+5tXIm7109ED8fH0xeDmr6PLw/MxtazvwEAvj60ALfSbuD/6r6l6+YvRET2lucJopUrV6JPnz5YvXo1vvrqK1SrVs2RdRERERVKjrzN/YULFxAYGGhen5ezh/r374/Dhw9j+/btVuv79Olj/nfdunVRunRptGnTBqdOnUKVKlXsVLm1gwcPok6dOnn+Q9WRI0dQvXp1eHq6xhX17l4/EdmHh8EDrzUcimK+JfHzv0sBAOtOfo/k9Jt489ERmnemJSJylDxPUT/55JM4cuQIatSogYYNG2LevHmOrIuIiIjsLDAw0OqhNUE0YMAA/PLLL9i0aRPKlSun2jciIgIAcPLkyRzbH2QVXb161Wr91atX85xj1LBhQ9y8eTNPfQGgWbNmOH/+fJ77O5q7109E9iNJErrW6oVeDYdA+t+vZLsv/olZO0YhLTNVY2siIsfQ9SepoKAgLFmyBE8//TR69OiBsWPHwsPDOofk1q1bdi2QnE/MS7GFmBdi62m0ujOCNLNpdGbfaByP2rLW2La2e+n865OYMSRmGnkaxMygTKtlMVNIb6aS5fEo8o5szYYSa9PMJFLPutIiZgZlmdRzu2wh5hXpZet5CbZmEok5QQZZPRdIK5NIki0y0IS+mplEcu6vS/5mEOm/61iextTVXcbAgQOxcuVKbN68GeHh4ZrbHDhwAABQunTpHNvDw8MRFhaGjRs3mjMNU1JSEB8fj759++a5LrWcI1FGRkae+uUXd6+fiOyvdfjTCPItjgV73keG8T6OXt+HKVtjMLT5VAT7lXB2eURUyOj+3eCvv/7CuHHjUK1aNQwbNoynPRMRERUw/fv3x4oVK/Dzzz8jICDAnBEUFBQEPz8/nDp1CitWrMCTTz6JEiVK4ODBgxg8eDCioqJQr1498zg1atRAXFwcunbtCkmSEBMTg9jYWFSrVg3h4eEYN24cypQpgy5duuSprqioKCQkJOT5OJo1awY/Pz9dx+5I7l4/ETlGw9LNMbzFDMzeNQapGSm4kHwK728ZgGGR01A6oIKzyyOiQiTPsztZWVmYMGECZsyYgf79+2PKlCnw9fV1ZG1ERESFjgucQIQFCxYAAFq3bm21fvHixejVqxe8vb2xYcMGzJkzB6mpqShfvjy6deuGsWPHWvVPSEgw3wENAIYPH47U1FT06dMHSUlJaNGiBdauXZvnnyc2b96s70BcjLvXT0SOU7VEbYxpNRczd4zAzXtXcfPeVcRuGYTBzSajaonazi6PiAqJPE8QNWrUCHfv3sW6desUPzASERGRnbjADJFWSHb58uWxZcsW3eNIkoRJkyZh0qRJuuohIioMygRUwNhW8zBr5yhcSD6F1IwUTN8+DH2bjEXDMpHOLo+ICoE8TxA99thjmD17NgICAhxZj8uy/CFXbxKFrXejsffdbPKTozOG7D2ercuamUWWOTs6M3oMktBfZ/6Rl0H94+4ptGeJuT0mfceqaNexvTJDSF/2k+broMhLsi1fRpE5pJUxJEbhWL+0ivHyk60XDXvY+n0nfMSVn3j1TCJJzr2vIpNIFl4IxZ2l/mvP1wwiIiIqtIr5lcToqDmYt3sCjl7fhwzjfczdPQE9G8agdfjTzi6PiAq4PP+2/dlnnxXaySEiIqL88uAEIns/qPCIi4tDkyZNEBAQgJCQEHTp0kWRfZSeno7+/fujRIkSKFq0KLp166a4wxwROYeflz+GRMahabknAAAyTFiyfxZWHl3i1n84JiLXZ7/bUxERERGR023ZsgX9+/fH7t27sX79emRmZqJ9+/ZITf3v1tmDBw/GmjVr8P3332PLli24fPkynn32WSdWTUSWPA1e6NNkNDpUe9687ud/l2LJ/lkwmmy7gykRUW54CzIiIiJX4gIZROTe1q5da7W8ZMkShISEYO/evYiKikJycjI+//xzrFixAk88kX2GwuLFi1GzZk3s3r0bTZs2dUbZRCQwSAb0qNsXxXxL4utD2TcP2HL2VySn30Lfx8bBx5M3DCIi++IEkSX5fw/kEKxpkVEitun9uVu5vX3DQ5X9xcATfSeO2bK9mPHhIeToOJqtmUWK8XTm/qhl42jl5ngavKyWvSRPod162UvsL7SLGUbieEbFa6WV46OVC6SRsaTY3iP3vjrzjez+uivGy7Dr+IpMImF3Jht+ude7rfj9YjA4+vtJ2J+HddaPmDEkvhLi95PBIitI3FaWrf/iqpUrJMsW7U7MhaKcpaWlQZZlFClSBABw7tw5rFy5ErVq1UL79u2dXJ22/Kz/wZ3kihcvDgDYu3cvMjMz0bZtW3OfGjVqoEKFCti1a1eOE0T379/H/fv3zcspKSl2rZGIchdd7XkE+ZbAp39PhVHOwoHEXZi+fRhimk1GgE+Qs8sjogLEpt+i0tPT7VUHERERgRlEedW5c2csXboUAJCUlISIiAjMnDkTnTt3xoIFC5xcnbb8qt9kMiEmJgaRkZGoU6cOACAxMRHe3t4IDg626hsaGorExMQcx4mLi0NQUJD5Ub58ebvVSETampZ/AkMjp8LXM3tS+dSto5i8ZSCup+b8mSUiehi6J4hMJhPef/99lC1bFkWLFsXp06cBAOPGjcPnn39u9wKJiIiIRPv27UPLli0BAD/88ANCQ0Nx7tw5LF26FHPnznVyddryq/7+/fvj8OHD+Oabb2waZ9SoUUhOTjY/Lly4YKcKiSivaoU0wuioDxHsWwIAkHj3ImI3D8C5pBNOroyICgrdE0SxsbFYsmQJpk+fDm9vb/P6OnXq4LPPPrNrcURERIUOTyHKk3v37pnvrvrHH3/g2WefhcFgQNOmTXHu3DknV6ctP+ofMGAAfvnlF2zatAnlypUzrw8LC0NGRgaSkpKs+l+9ehVhYWE5juXj44PAwECrBxHlvwrBVTC29TyEFc0+iy/5/i3EbR2MI9f2OrkyIioIdGcQLV26FIsWLUKbNm3w9ttvm9fXr18f//77r12Ly2+yLJvzMCwzh7Lb/vu3pPhBW+wrtJuEdkn9B3W9GUVixoiyPn39tVKCbMlQMinCVtT3JmYYaVensX0+ZyCJ9OTsaBHznJTjqWcOiRlH4peBh5Dr4ympZxxlmrKs+5syrZYz9OQzmdQzhzTZ9rbRHM9k0PfVKX7mPLS2F/Yn68gBUuR+GdQPXszw8TDozSgTvg80thefC4NGfzE3CLL196lByBEyWrRLkvq+xO8jRfacxdhaeUWU/6pWrYpVq1aha9euWLduHQYPHgwAuHbtmltMXjiyflmWMXDgQKxcuRKbN29GeHi4VXvjxo3h5eWFjRs3olu3bgCAhIQEnD9/Hs2aNbNp30TkeCWLhGFsq7mYs2sMTt46ivSse5i1YxTefHQEmpVv4+zyiMiN6T6D6NKlS6hatapivclkQmZmZg5bEBERUZ7JDnoUMOPHj8ewYcNQqVIlREREmCc2/vjjDzRs2NDJ1WlzZP39+/fHsmXLsGLFCgQEBCAxMRGJiYlIS0sDAAQFBeGNN97AkCFDsGnTJuzduxevvfYamjVrxjuYEbmJoj5BeLfFDDQs3RwAYJSz8Mlfk/H78W913zCCiOgB3WcQ1apVC9u2bUPFihWt1v/www9u8QMZERGRK7M8m9WeYxY0zz33HFq0aIErV66gfv365vVt2rRB165dnVhZ3jiy/gch161bt7Zav3jxYvTq1QsAMHv2bBgMBnTr1g33799HdHQ0Pv74Y5v2S0T5y8fTFwMiJuKrf+Zi85k1AIBvD3+C2+k30KNuX7vf1ZWICj7dE0Tjx49Hz549cenSJZhMJvz0009ISEjA0qVL8csvvziiRiIiIiIraWlpCAwMNGfmPLhNfM2aNfHYY485uTptjqw/LxOCvr6++Oijj/DRRx/ZtC8ici4Pgwd6NohBMd+SWHlsMQDgj5M/Iin9Fno3HgEvD2+NEYiI/qN7gqhz585Ys2YNJk2aBH9/f4wfPx6NGjXCmjVr0K5dO0fUmG8s/2qryKKwWBZ/7lIua2UCqWcWaf1gp9VfXNbKHNLbXyuzyHJ77b7WGSAGIV/EJAuZIUJ/SVg2yeo5IeL2yowjdcoMJX1MsMxT0ffxs/WvQGqZPzm1a2UMiRlFuuvRc4Wr8LQbDTpfN6N1f0/dGUL6thc/Q54aOUCKz4GQnSPmTZmk//rLkvV7XswcUnw/aPRX1ibk+Ajbi5lDiu8Pxf6s+yu+LyUxY8i6v9EkfAco+v+3bIK4L61tVb5vpHzMIHLEJWEF7wQidO7cGc8++yzefvtt823ivby8cOPGDcyaNQt9+/Z1domq3L1+InIdkiShc81XEOxbHF8emA2TbMKei5tw5/5tDGw6CUW8ijq7RCJyEw/1G17Lli2xfv16XLt2Dffu3cP27dvRvn17e9dGRERElCPe5p6IyFqr8KcwqOn78PbwAQAcu34AcVtjcDvthpMrIyJ38dCnAGRkZODixYs4f/681YOIiIgengzZfEar3R4F8BQi3uaeiEipQelmGNFyFop6Z98N8ULyacRuHoDLKfxeISJtuieITpw4gZYtW8LPzw8VK1ZEeHg4wsPDUalSJcVtVImIiIgc4cFt4i9cuIB169aZz2R2t9vcu2v9ROS6qhSvibGt5qFkkeyMs5tp1zB5yyCcuHnYyZURkavTnUHUq1cveHp64pdffkHp0qUVGQ5uzTL3QS1XSNbKEFLZFoDJKGZuqGcCaWVuaGUIGRT1qef2iO2yRrvRZLRatqxPzBQS+yozP8S8I7FW8djEdvXMIpOk0a5zOUvM5dEY32ixrL0vo2q7UWg3KI5da3sx90Z9vlhxbIoMIw9h2Xp8tRwdcXtxW638JGUt1stiZpDJpD6+5rLGcyfm9CjrU99eVrTnnhukzAiSc+2bU3/x+0fSqFUW2sXtFRlFwrLNmUQeYk5Z7uOL/3tS/O9KUavw5S3l8m9HYwZRnowfPx4vvvgiBg8ejCeeeMItb3PvzvUTkWsLCyiPsa3nY/aOkTiXfBKpmXcwfdswvP3YWDQu08LZ5RGRi9I9QXTgwAHs3bsXNWrUcEQ9RERERJosbxPfoEED83p3vM29O9ZPRK4v2Lc4RkbNwfz4CThybS8yTRmYv/s9vNJgEJ6o3MnZ5RGRC9J9iVmtWrVw4waDzoiIiBxClh3zKIBOnDiBmTNnIjIyEpcuXQIAJCQkuM3PKe5ePxG5Pj+vIhjcfAqalW8LAJBhwtIDc/DjkS8075xMRIWP7gmiadOmYfjw4di8eTNu3ryJlJQUqwcRERE9PM4P5c2PP/6I6Oho+Pn5Yd++fbh//z4AIDk5GVOmTHFyddrcvX4ich+eBi/0fnQknnykh3ndmoRl+GLfDEX8AxEVbrovMWvbNnv2uU2bNlbrZVmGJEkwGt34S+Z/d3sB1DNKJDHTR+hrgnpGh7i9uC+tjCHdmUQa/cV6xPFF2tv/9x4Qs1UUfRU5OpLqcpbG/8TE/BQxI0hkMIjjq/dXbO9hvb9MHduLOTpQf9oVTHo3EIgZRFmmTKtlT4OX+v5l2/Zvy/YGeAhrdL5uOufGtTKJIL6PFf2F7wzdmUVisJnlZ0w980f8xGj118oMUmQCKWrXt71Ib38xR8g6g0g9z0j4elHdd4HK2ysgYmNjsXDhQrz66qv45ptvzOsjIyMRGxvrxMryxt3rJyL3YpAM6F6nD4r5lsSKgx9Bhoxt535Hcvot9I8YDx9PP2eXSEQuQPcE0aZNmxxRBxEREQGOOeWnAJ5ClJCQgKioKMX6oKAgJCUl5X9BOrl7/UTkntpVfRZBvsWx6O84ZJkycfBqPKZtG4qY5lMQ6BPs7PKIyMl0TxC1atXKEXUQERER5VlYWBhOnjyJSpUqWa3fvn07Kleu7JyidHD3+onIfT1WrjUCfIIxd9c4pGWl4vTtfzF5yyAMjZyKEP8yzi6PiJxIdwbRA/fu3cO///6LgwcPWj2IiIjIBrKDHgVM79698c477yA+Ph6SJOHy5ctYvnw5hg0bhr59+zq7PE3uXj8RubeapRpgdKsPEexbAgBw9e5FxG4eiLO3jzu5MiJyJt1nEF2/fh2vvfYafv/99xzb3TmDSDbJkE3ZP0UrsipM//10LWa/GCTrPBRlxpCYgyH8pG4SMzz0ZQCJGUNa/SWN/lrba2UUWWaS6A2+U+R8aJQq5p8Y9WYI2ZgDpCBG4+gYz2gQsqyEjB4xM0irXcxTyjRYf9y9DFnCsnW7OJ6YmZQpW29vEnJ4lPXl/b0gbqtYViTrOJfifWTz9urHZ5mhZNToqzvTR1GbekaR+BbXzCiysT5Ff4OYz6SyvWJfQjaUyr6YQeR6Ro4cCZPJhDZt2uDevXuIioqCj48Phg0bhoEDBzq7PE3uXj8Rub/yQZUxrvV8zNwxEpfvnEPK/duYum0wBkS8hzqhTZxdHhE5ge7famJiYpCUlIT4+Hj4+flh7dq1+PLLL1GtWjWsXr3aETUSEREVHryNWZ5IkoQxY8bg1q1bOHz4MHbv3o3r16/j/fffd3ZpeeLu9RNRwVCiSChGt/oQ1UrUAQCkZ6Vh9s7R2Hl+vZMrIyJn0H0G0Z9//omff/4Zjz76KAwGAypWrIh27dohMDAQcXFxeOqppxxRJxEREZGCt7c3atWq5ewyHpq7109E7q+odyDebfEBPvlrMvZe3g6jbMSiv+OQlH4THav9H8+iJSpEdE8QpaamIiQkBABQrFgxXL9+HY888gjq1q2Lffv22b1AIiKiwoQ3Mcu7jRs3YuPGjbh27ZricusvvvjCSVXlnbvXT0QFh7eHD/pHTMCyf+bjz9M/AwC+O7wIt9Nu4IV6fRWRGkRUMOmeIKpevToSEhJQqVIl1K9fH5988gkqVaqEhQsXonTp0o6oMf9Y/FQum3L/aVqZTyTmo1hfuWcQci7EHwLF6/zE7cWcDK3MIZGtmSNGk97tHz4fRtx3Dk+OnWVYD2/Q/ZFQZVLJFdLKFFJsC/WMH+X2Qn9o9BczgwzqGUSiTDHzyJRptazIRBIyjLIs+uvNW9J8LhQZRvZ9I4nj5ycxv0grk0gkKV5Xvd8v+rbX+31kS4aSclvrdrXMIQCQLb978/OPp5whypOJEydi0qRJePTRR1G6dGm3+wu3u9dPRAWPQfLAK/UHIdi3BH46mj1Jvf7UT7idfgN9Hh0Nbw9vJ1dIRI6m+7fhd955B1euXAEATJgwAR06dMDy5cvh7e2NJUuW2Ls+IiIiIoWFCxdiyZIleOWVV5xdykNx9/qJqGCSJAmdaryMYr4lsHj/TJhkE/6+tBV37idjUNP34e9d1NklEpED6Z4gevnll83/bty4Mc6dO4d///0XFSpUQMmSJe1aHBERUaHjiNvSF7wTiJCRkYHmzZs7u4yH5u71E1HB1rJSRwT5Fsf8+InIMKYj4cY/iNv6DoY0n4riRUo5uzwichDb7s0MoEiRImjUqBEnh4iIiCjfvPnmm1ixYoWzy3ho7l4/ERV89cIiMLLlLAT4BAMALqacQeyWAbiUcsa5hRGRw+TpDKIhQ4bkecBZs2Y9dDHOJptki+whIUfDImdDmSGknsEhS2Kren9Fq43xJrbmGtg3lUcfk5ibIebjaTw34vaeNuZwmIQ/w2vm+KjkCunNBNLKCNKb06O1vZgh5GXwgh5auT8mOfdMJeW2+vKXbM4o0rmslz3Hc2b+kT3Y+v2kyA3ScaqMLds6FDOI8iQ9PR2LFi3Chg0bUK9ePXh5WX9HufrPI+5ePxEVDpWL18DYVvMwY8dwXE+9gltp1zF5yzuIaTYZj5Ss6+zyiMjO8vS7//79+/M0GAMWiYiIKD8cPHgQDRo0AAAcPnzYqs0dfh5x9/qJqPAILVoWY1vNw+ydo3E26TjuZd7F9O3D8HaTMXi0bJSzyyMiO8rTBNGmTZscXQcRERGBJxDllbv/bOLu9RNR4RLkWxwjo2Zj/u73cPjaX8gyZeKj+Il4uf4gtKnS2dnlEZGd6Lp66OzZs1i/fj0yMzPRqlUr1K5d21F1OYX1JWYCKfefrsVLZ8RLzmTFtuLlM+qXnElGSWjVd0lJlrBs6yVjtmyvuGTMRrJBvOTLtkvKZMWlPxqXlBk81dtVljVva6/3silxe+GyLPE2854G4TbzwrF4CpeU2Xopk55b1zv6tvY2j6/zUkO7X5Km8ztAjfieJ3IX58+fR/ny5XM82+b8+fOoUKGCE6rKO3evn4gKH19PP8Q0n4zF+2Zgx/k/IEPGV/98iNvpN9Ct1us8+5GoAMjz7/qbNm3C008/jbS0tOwNPT3xxRdfWN3VjIiIiGzEu5jlSXh4OK5cuYKQkBCr9Tdv3kR4eDiMRmMuW7oGd6+fiAonT4Mn3mw8AsG+JfDr8a8BAL8kLEdS2g30ajQUngZnppcSka3yfBezcePGoV27drh06RJu3ryJ3r17Y/jw4Y6sjYiIqPB5cI2ZvR8FjCzLOf61+u7du/D19XVCRfq4e/1EVHhJkoTn6/TGy/UHQkL299j28+vw4a6xSM9Kc3J1RGSLPE/xHj58GDt37kTp0qUBAB988AE++eQT3Lx5EyVKlHBYgUREREQPPLizqiRJGDduHIoUKWJuMxqNiI+PN4c/uyJ3r5+I6IG2VboiyLc4PvlrCrJMmTh0dQ+mbR2Cwc2nINC3mLPLI6KHkOcJopSUFJQsWdK8XKRIEfj5+SE5ObnATBCpZhBZZX6on3illQ8iZhRpZxJZn2ZukIV2nWdy2juTyCD8ZVqWxXvR570azcwfYVmRGWTQl6eiNb6nol0jc0jMJFLJqtHMwRGOJUsWMoNMYmaQ9bIyU0isTd+t47Mk69veGySDsKz+umeZrLdXzWdy8dvaay+LnwmtbCv1/mq0x1Jf1suWWnNiaz125SrZCbzETNWDO6vKsoxDhw7B29vb3Obt7Y369etj2LBhzipPk7vXT0RkqUnZVgj0CcacXWORlpmKM0kJiN0yEMMipyGkaFlnl0dEOumaG1i3bh2CgoLMyyaTCRs3brS6PWunTp3sVx0RERGRhQd3/3rttdcwd+5cBAQEOLkiff6/vfsOj6La3wD+7m4qqdQkSO8ihC4EpFzhAhYE5WdFAeWKhQ5KkSI9gNIFFKTYEEXFwr2CGCB0hEDohi4ICUggCYTU3fn9gazZM8mcDMlmdpP347PPw5lz5ux3Z5O4OZl5x93rJyIS1S3XCGPbLcCcXaNxPe0vXE29jCnRgzC8dSSql65rdHlEpIOuBaI+ffqotr322mv2f5tMJoYqEhERFYCiKIV+ZpVLnalVSFauXImoqChERUXh6tWrsNkcz2ZbsWKFQZXlj7vXT0SUU6Wg6hjbfiHm7BqNSynncTMjCTO2DcOAlhMRHvqg0eURUT7lO6TaZrNJH1wcIiIioqIwefJkdO7cGVFRUbh27Rpu3Ljh8HB17l4/EZGobKkKeKfdfNQp2xAAkGFNx/zdY7Hjj40GV0ZE+cX7EOagnUGUk5i5UbBMIpPimHuhTijSziwSQ4XEiCLZuyxmEll0Zpjo+SJSz2UuYL++v4qL74WYMSTLivHQnS2Td0ZRtuK4oOphEzKGZBlCQkaR+Nr05uZYVZlHjplBHiZPh7aYQWQx5Xu9GQCQZRPzp/55/gJnCkmOhe75NbKknNPWlyukRe/csrZeBak9Pwp1Plc5y4YZRPmyZMkSrFq1Ci+99JLRpdwTd6+fiCg3fl4BeOuh97B033Tsv7wNVsWKj2NmIik9EY/VeT7XuzcSkevQ9xsdERERkQvIzMxE69atjS7jnrl7/UREefGyeOHNluPRsUYP+7Zvjn2Mzw8tgE3hFSdErowLRERERK5EcdJDh8jISLRo0QIBAQGoUKECevTogbi4OHv/+fPnYTKZcn2sXbs2z3n79u2rGt+1a1d9xf3tP//5D1avXn1P+7oCd6+fiEiL2WTBi40G4f8e+I99W9TZH7Bo72RkWjMNrIyItPASMyIiIldj8OVu0dHRGDBgAFq0aIHs7Gy888476Ny5M44fPw4/Pz9UrlwZ8fHxDvssXboU7733Hh555BHNubt27YqVK1fa297e3vmua/jw4fZ/22w2LF26FL/++ivCw8Ph6el4GeycOXPyPW9Rcff6iYj0MJlMeLzuCyjtUw4rDrwHq2JFzOXteH/H2xgSMRV+XryLI5Gr4QJRDopNgWK9lw/lQiaQIl5b63iilpiPYpb0m8SSVPNrPRtgFTOKLIWbMaSVYSTLFLIpFqEt5p/I+rWzYSxmx/09LY4fwBWz9nxmm+NpsFZhPnVOkGy8NcdY4bWJGUMFzbERM4qEfjEDyFOSeSRmFImZQ2Y4vh4xo0id6yMcqxz92Rr5ROLYXOcu8rbebCrZ+PxnKsn21UucT/bzobAzhmTPV5D5C3Ou4m7Dhg0O7VWrVqFChQqIiYlBu3btYLFYEBoa6jBm3bp1eOaZZ+Dv7685t7e3t2rf/Dp48KBDu3HjxgCAo0ePOmx31YwLd6+fiOhetKnaGQHewVi0dyIyrOk4mXgE06IHY0SbmShbqoLR5RFRDroXiGrUqIF9+/ahbNmyDtuTkpLQtGlTnD17ttCKIyIiKnGcGFKdkpLisNnb2ztfZ/AkJycDAMqUKZNrf0xMDGJjY7Fo0SLpXFu3bkWFChVQunRpPPzww5g6darqM0VetmzZkq9xrsrd6yciulfhoQ9idLu5mLvrHaRk3MDlm39g6taBGNFmJioFVTe6PCL6m+4MovPnz+d6O/uMjAxcunSpUIoiIiKiwle5cmUEBQXZH5GRkdJ9bDYbhg4dijZt2qBBgwa5jlm+fDnuv/9+aehy165d8emnnyIqKgozZ85EdHQ0HnnkkVw/VxARUfFSvXRdjGu/ABX8KgIAbqRfw7Rtg/H7X4cMroyI7sr3GUQ//vij/d8bN25EUFCQvW21WhEVFYVq1aoVanFEREQljaIohX752935Ll68iMDAQPv2/Jw9NGDAABw9ehQ7duzItT8tLQ2rV6/G+PHjpXM999xz9n83bNgQ4eHhqFmzJrZu3YqOHTtK988pZ55PTiaTCT4+PqhVqxa6d++e51lPRnP3+omI7kUF//swrv1CzN31Ds4lxSEtKxXv7xyJ11q8gxb3tTe6PKISL98LRD169ABw54NLnz59HPo8PT1RrVo1zJ49u1CLE82YMQNjxozBkCFDMG/ePABAeno6RowYgTVr1iAjIwNdunTB4sWLERISont+xaZAseXxoVzJ49/5ImYUaWezmISMIfE0L1suWxymF+ozixuE5xcziURixpA4n0Uj10McK/7So+63CG3tDCP9/Y5tMSNIzCxS5QSJ+UySDCSx7ZGjbVMkmUNiJhG0n0vM7REzhGQZQ7KcH9n8YuaQ2BZpHStZXpKejB7gHjKLJMfa2RlGslyfnP2yseq2dsaQSJaXpDczqLBzgMTIpZzzFXiRpUA/911TYGCgwwKRzMCBA7F+/Xps27YNlSpVynXMN998g9u3b6N3796666lRowbKlSuH06dP614gOnjwIA4cOACr1Yq6desCAE6ePAmLxYJ69eph8eLFGDFiBHbs2IH69evrrs3Z3L1+IqJ7FehTGqPazcHivZNw+MpvyLZlYfHeyXih0QD8u+ZTRpdHVKLl+xIzm80Gm82GKlWq4OrVq/a2zWZDRkYG4uLi8Pjjjzut0H379uGjjz5CeHi4w/Zhw4bhp59+wtq1axEdHY3Lly/jqaf4g4WIiNyUC9zmXlEUDBw4EOvWrcPmzZtRvXre+RDLly/HE088gfLly+t7EgB//vknEhMTERYWpnvf7t27o1OnTrh8+TJiYmIQExODP//8E//+97/x/PPP49KlS2jXrh2GDRume+6i4O71ExEVhI+HLwZHTMVDVboAABQo+OLQB/j66FLeRILIQLoziM6dO4dy5co5o5Y83bp1C7169cKyZctQunRp+/bk5GQsX74cc+bMwcMPP4xmzZph5cqV2LVrF/bs2VOkNRIRERUXAwYMwOeff47Vq1cjICAACQkJSEhIQFpamsO406dPY9u2bfjPf/6T6zz16tXDunXrANz5f/nbb7+NPXv24Pz584iKikL37t1Rq1YtdOnSRXeN7733HqZMmeJwRlRQUBAmTpyIWbNmoVSpUpgwYQJiYmJ0z10U3L1+IqKC8jB7oF+zkehWt5d92/9OrsGymBmqM9eJqGjc023uo6KiEBUVZT+TKKcVK1YUSmE5DRgwAI899hg6deqEqVOn2rfHxMQgKysLnTp1sm+rV68eqlSpgt27d6NVq1a5zpeRkYGMjAx7W7yrCxERkWGceBez/FqyZAkAoEOHDg7bV65cib59+9rbK1asQKVKldC5c+dc54mLi7PfAc1iseDw4cP45JNPkJSUhIoVK6Jz586YMmVKvrKQRMnJybh69arq8qu//vrL/v/14OBgZGZm6p67KLh7/UREhcFkMqHnA/0Q7FMOnx9aAAUKdl3YhJT0GxjQciJ8PUsZXSJRiaJ7gWjSpEmYPHkymjdvjrCwMJhMJvlOBbBmzRocOHAA+/btU/UlJCTAy8sLwcHBDttDQkKQkJCQ55yRkZGYNGmSusNqu/MAoOg/ucpOPCvSpGo7LqqZJc8l5quYJJlCYr8sl8cCx5wdKxzvJqM3Q8SikQGiNTb38WJek3YmkLxfX7aMmLdiM2tn33jI9s/x/GJ+kVX4S0m22fF98DBrZwDJMoWkuTzCa8tWhOczOc4v7m/RmUEkylmfLDNIrE38K5M0s6iQM4O03uf8jdeXqZRz/4LmG8naMlr5SLn1F3S8ntPOVUNVc4ndLnJKu6LkUnwhzKlreP7GT58+HdOnT8/XPL6+vti4caOuOrR0794dr7zyCmbPno0WLVoAuHM5+ltvvWXPTfztt99Qp06dQnvOwuTu9RMRFaaONbsj2KcMluybimxbFo5e3Y8Z24dheOtIBPkwrJ+oqOheIPrwww+xatUqvPTSS86ox8HFixcxZMgQbNq0CT4+PoU275gxYxzuHpKSkoLKlSsX2vxERETkXB999BGGDRuG5557DtnZdxaFPTw80KdPH8ydOxfAnbOKP/74YyPLzJO7109EVNia3dcWI73fx7zdY3E76xb+SDqFqdGDMKLNTIT6536jBCIqXLoXiDIzM9G6dWtn1KISExODq1evomnTpvZtVqsV27ZtwwcffICNGzciMzMTSUlJDmcRXblyBaGhoXnO6+3tfU+nsxMRETmdC1xi5g78/f2xbNkyzJ07F2fPngVw565o/v7+9jGNGzc2qDo5d6+fiMgZ6pRriLHtF2D2ztG4nnYVf6XGY9rWQRjWejpqlLnf6PKIij3d11H95z//werVq51Ri0rHjh1x5MgRxMbG2h/NmzdHr1697P/29PREVFSUfZ+4uDhcuHABERERRVIjERERGcff3x/h4eEIDw93WFxxF+5ePxFRYbsvsBrGd1iISoE1AAA3M5MxY/sIHErgTYiInE33GUTp6elYunQpfv31V4SHh8PT09Ohf86cOYVWXEBAABo0aOCwzc/PD2XLlrVv79evH4YPH44yZcogMDAQgwYNQkRERJ4B1VoUmwLFdufPrCaImR85spYUU959AEyKmMukN2NIez7V/KqMI3G8+IxiPY5ZN2Yxs0gYrljynxFi1pk5JI6X91uEtr78JXm/vrwWxezYzlaEHCHbP22r2bF2i5gppDvnRswU0s4kEnN7smWZRjozimQZRGK/TStXR5LJI2urXqvYFt4nsd/ZGUayHB6t8fLMHvFnmd5+fRlFejOECtpW5wrd+6kyWs9VlPlELhBB5LKGDx+OKVOmwM/Pz+FS8dwU5ueRwuLu9RMRFZXSvuUxpt08LNgzHnHXDiHTmo75u8fh5SYj0LbaI0aXR1Rs6V4gOnz4sP2U56NHjzr0OTuwOjdz586F2WxGz549kZGRgS5dumDx4sVFXgcRERE518GDB5GVlWX/d16M+DySH+5ePxFRUfLz8seINjOxbH8k9l2Khk2xYfmB93Aj/Rq61X2RPyuJnED3AtGWLVucUUe+bd261aHt4+ODRYsWYdGiRcYUREREVJh4ClGecn4GMfrzyL1w9/qJiIqal8ULbzw4HsGHy2LTme8AAN8dX4mktES82HgQzCaLZAYi0uOe7+V++vRpbNy4EWlpaQBc6PbAREREVKxlZWWhY8eOOHXqlNGl3BN3r5+IqCiZTWa8ED4AzzTob9+2+dyP+GDPRGRaMwysjKj40X0GUWJiIp555hls2bIFJpMJp06dQo0aNdCvXz+ULl0as2fPdkadRUKxKlCsfy90ietdSh7/BiCe3KheKrMJA8QMIb3tvLNbAHUGkbgKKFSTS6aSY7eY+yM+v1YmkSw/RJZJpH+8eGwsQlvMU9Hut9ocs2ksqtwgx7Y6V0jISMqRUSQ+l5g5JMux8VD1O347Zwu1ewi1qDKGdOboqDKEzNr9qkwijTVlvbVY9WYAQd+xFo+lVZVpJGYYieMl/aoMJMe2On9KI69JZ26WPA9JO6PIaitYhpHuDCLxx6mO3CBZfpHL4F3MpDw9PXH48GGjy7hn7l4/EVFRM5lMeLTOcwj2KYvlMbNgVaw4EL8T7+14G0MipsLfK9DoEomKBd1nEA0bNgyenp64cOECSpUqZd/+7LPPYsOGDYVaHBERUYlz9xKzwn4UMy+++CKWL19udBn3zN3rJyIyQusq/8aw1pHw8fAFAJxKPIrp0UOQePuKwZURFQ+6zyD65ZdfsHHjRlSqVMlhe+3atfHHH38UWmFEREREecnOzsaKFSvw66+/olmzZvDz83Pod/W7gLl7/URERmkQ0hyj287FnF1jkJJxA5dv/oEpWwdiRJsZqBxU0+jyiNya7gWi1NRUhzOH7rp+/Tq8vb0LpSgiIqISi5eY5cvRo0fRtGlTAMDJkycd+tzhzjbuXj8RkZGqla6DcR0WYvbO0bhy608kpSdievRQDI6YgvvLNza6PCK3pXuBqG3btvj0008xZcoUAHc+xNhsNsyaNQv/+te/Cr3AImVV7jygPhvflDPXQnZlnlZ+UT7a6ucW29qZQ2JbZFLlcJg1+8VcHzHHwyz252hq5RPlPpe+zCFxvNhvEvJRbGbHWq1Cbo5F6BczhOT5LdpZNjnzXMTMHpuQDmUWc2qEWrJVmULamUNiRpGqVjGTSPjCzBZyd8QMI1m/Rcwg0kFvxpBYi95MI1kOj97cHnUGUv6/TgDtTCMxA0jMO9Lbb5P268scKuy2+ANSPV5rrDiVuCHvft6IwfW4+13A3L1+IiKjVfCriLHtF2Derndw9sbvSMtOxeydo9C/+Rg8WKmD0eURuSXdC0SzZs1Cx44dsX//fmRmZmLkyJE4duwYrl+/jp07dzqjRiIiopKDZxDlS2JiIsqWLQsAuHjxIpYtW4b09HR069YNbdu2Nbg6OXevn4jIFQR6B2NU29lY/NsUHErYg2xbFpb8NgVJ6YnoXKun0eURuR3df9Jv0KABTp48iYceegjdu3dHamoqnnrqKRw8eBA1a/KaTyIiInKeI0eOoFq1aqhQoQLq1auH2NhYtGjRAnPnzsVHH32Ef/3rX/j++++NLjNP7l4/EZGr8fbwxeBWU9C26iMAAAUKVh9ehDVHPlSdpU1E2u7pmo+goCCMHTsWX3/9Nf73v/9h6tSpCAsLK+zaiIiIShxFUZzyKC5GjhyJhg0bYtu2bejQoQMef/xxPPbYY0hOTsaNGzfw2muvYcaMGUaXmSd3r5+IyBVZzBa80vQtPFHvJfu2Dae+xrL9M5BtyzKwMiL3ovsSs8OHD+e63WQywcfHB1WqVHHbsGrFqkD5O4NITPFRcmwxQczg0M4AEvsh6VdlCBWwbRMzjMzCeIvQr6rHsV9dv2O3Qy6QkE9kEyYzW4TcHSEDSMwMEvvFzCDZeHmGkUVo68tjkvXnzH8R843EzCBV/pHwdechya0Rc3E8JDk5Ys6Nh1k7U0jMKDIL3zViDpBZyCCStR2eS3eGkPDaFKtmf+G3ZRlFsiyr/OfyiO+jeqy+zCC9tRZ0Pmlb+MOfnv315xdpZBIVn/UVt7dv3z5s3rwZ4eHhaNSoEZYuXYo333zT/vN+0KBBaNWqlcFV5s3d6yciclUmkwlP1X8ZpX3K4dPY+VBgw+6LvyIl4wYGtpwIX08/+SREJZzuBaLGjRvb765x98N0zrtteHp64tlnn8VHH30EHx+fQiqTiIiohGAGkabr168jNDQUAODv7w8/Pz+ULl3a3l+6dGncvHnTqPKk3L1+IiJX968a3RDkUwZLfpuCLFsmjl2NQeS2YRjeZgaCfcoYXR6RS9N9idm6detQu3ZtLF26FIcOHcKhQ4ewdOlS1K1bF6tXr8by5cuxefNmjBs3zhn1EhERFW+Kkx7FiHgbeHe7Lby7109E5OqaVmyDkW3fh59XIADgQvJpTN06EAk3LxpcGZFr030G0bRp0zB//nx06dLFvq1hw4aoVKkSxo8fj99++w1+fn4YMWIE3n///UItloiIiKhv3772y9nT09Px+uuvw8/vzqUDGRkZRpaWL+5ePxGRO6hdtgHGtpuP2TtHITHtKq7dTsDU6EEY1joSNcvcb3R5RC5J9wLRkSNHULVqVdX2qlWr4siRIwDuXIYWHx9f8OqKmgJ7YI/qj60OuTpi5k8u8xRhW4zNEDODTEKIhzojyXEHMaPIbBZyOoR+k0a/Tegzi/lHYmaPpWB5JZZCHy9kHAkZRVab47EVM5Es5rz79Wa3qLJczNr9ZiFTyCpkGmULmUJiBpIs00jMGBIziqSZQ0JmkVYGkUiV+QPxWEgyiYTaxfwl2WtX5+pIMomg3S/dX6MeWW16a9edEeTktjw3yHF4zg3qqTQyhmS1FGXIs6IU/vMVo5DqPn36OLRffPFF1ZjevXsXVTm6uXv9RETupGJgVYzr8AHm7BqNi8lncSszBTO3D8ebD05A47AIo8sjcjm6F4jq1auHGTNmYOnSpfDy8gIAZGVlYcaMGahXrx4A4NKlSwgJCSncSomIiKjEW7lypdElFIi7109E5G5K+5bDmHbzsHDPBJz4KxaZ1gzM3z0efZsMQ/vqjxldHpFL0b1AtGjRIjzxxBOoVKkSwsPDAdw5q8hqtWL9+vUAgLNnz+LNN98s3EqJiIhKAoZUExERFapSnv4Y3noGlsXMxG9/boECG1YenI2k9EQ8Ue8lZsER/U33AlHr1q1x7tw5fPHFFzh58iQA4Omnn8YLL7yAgIAAAMBLL71UuFUSERERERER3SNPixdebzEWpX3KYuPpbwAA606swo20a3ip8RBYhLgFopJI9wIRAAQEBOD1118v7FoMp1gVKNa//8wq5vLkyO2RZf6o+8VcCyHDR5UJJOb0aPeL+6szkvS2xdwd7Qwj8fXl3F/92oXMITE3R+wXYmn0ZhSZJZlDNiFDyCxkCNmEtlkjUwhQZxSp818sGn3aOTpWSaaQ+D81MVNInN9D8nxiW8w0ks1vNmlnDMnaesgze7QzhcQcHjGTSGzL5lPPrzcXSNa25asvP3PprbWg80nbjuUXLMNId94R8m4X9Rk4POOHiIio0JlNZjwf/iaCfcvhqyMfAgC2nl+P5IzreL3FOHh7+BhcIZGx7mmB6NSpU9iyZQuuXr2q+gV7woQJhVIYERERERERUWF7pPYzCPYpi4/3z4RVycbB+F14b8dbGBoxDf7eQUaXR2QY3QtEy5YtwxtvvIFy5cohNDTU4XpNk8nEBSIiIqICUBRFfXZTIcxJRERE/4io3BFB3qWxYM8EpGffxunrxzE1ejBGtJmJ8n6hRpdHZAjd13RMnToV06ZNQ0JCAmJjY3Hw4EH748CBA86okYiIqORQnPQohrZv344XX3wRERERuHTpEgDgs88+w44dOwyuLH/cvX4iIndXv0JTjGk3D0HeZQAACbcuYlr0IPyRdNrgyoiMofsMohs3buDpp592Ri2Gy5lBpJUrJMscUm1QZfyI44u2LctQMkkzh2QZSFpjxdrEfCXHbjFDSJWPJExotujNFHJsixlFskwjeb9FaP/Tb7U5vnaLJN9IzBiS5eyIWTQ2YX4btDOGZBlHejOKTNIMorzvHiGOFZ9bJMtzkmUOyY6tmAel2h863xudmUk52/Isq4JlFBV1W54b5DhcPV5rbnHX/NfGM3Bcz7fffouXXnoJvXr1wsGDB5GRkQEASE5OxvTp0/G///3P4Aq1uXv9RETFRdXgWhjX4QPM3jkKCbcuIik9EZHbhmJwq8moX6Gp0eURFSndZxA9/fTT+OWXX5xRCxEREVG+TJ06FR9++CGWLVsGT09P+/Y2bdq4xRnN7l4/EVFxUt4vFGPbL0DNMvUBAOnZtzF752jsubjZ4MqIipbuM4hq1aqF8ePHY8+ePWjYsKHDhxoAGDx4cKEVR0RERJSbuLg4tGvXTrU9KCgISUlJRV+QTu5ePxFRcRPgHYSRD72PJb9NQWzCbliVbHy4byqS0hPRtXbxvIKGSKR7gWjp0qXw9/dHdHQ0oqOjHfpMJhMXiIiIiApCUXK5lq4Q5ixmQkNDcfr0aVSrVs1h+44dO1CjRg1jitLB3esnIiqOvD18MKjVZHwaOw/R5/8LAFhzZAlupF3Dsw1fU8UeEBU3uheIzp0754w6XIPVBljv5KAoGtk5sgwMMXdHlvmj7hdzMLQzf8R+da6PLDOooO2882HUGUTCaxNyeExmod/s2G8T+s1m7VoUS8HyUGSZRGLbZNPO/bHmyBUSM33Uc5sL2O/YFnNyxIwgVcaQkKPjIcnhEfeXPZ+YOZTzf7hiXhFghR7yjB/tjCKxdul80D42sswi+ddl3rlBejOF1JlE+voLOl7VFuKkCjPDSD4WkrbWD34y2quvvoohQ4ZgxYoVMJlMuHz5Mnbv3o233noL48ePN7o8KXevn4iouLKYLejbZDhK+5bD9yc+AQBsPL0WyemJ6NdsJDwtXgZXSOQ8uheIiIiIyImccdexYri+NXr0aNhsNnTs2BG3b99Gu3bt4O3tjbfeeguDBg0yujwpd6+fiKg4M5lM6HF/HwT7lMUnB+dBgQ17/tyM5IwbGNxqMnw9/Ywukcgp7mmB6M8//8SPP/6ICxcuIDMz06Fvzpw5hVIYERERUV5MJhPGjh2Lt99+G6dPn8atW7dQv359+Pv7G11avrh7/UREJUGH6o8jyKcMlvw2BZnWDJz46yCmbxuK4a0jUdq3nNHlERU63QtEUVFReOKJJ1CjRg38/vvvaNCgAc6fPw9FUdC0KW8DSEREVBCMINLHy8sL9evXN7qMe+bu9RMRFXdNwlpjZNvZmLfrHdzKTMHF5DOYGj0II9rMRMWAKkaXR1SodC8QjRkzBm+99RYmTZqEgIAAfPvtt6hQoQJ69eqFrl27OqPGIqNYFSjWO5+iNXOCdGcKaferNqgyfsTxRduWvR6TkKdiypELZDKb8+zLta06FmbNflkOj1nsF6JtxIwimypDyHEHs9C2SPq1Mo1kmUI2RcgEEsZbhfwmi5B3ZDFrZwTJsmRUz2fSnk/MKBJD/MTcHrE/ZyZRYQcA6s0gEnN9xMwgvTk+svGyzCKrLe+MI/lz6csoKuq2+ANGPd5xuHq82J0zN0ijL19tjTrIcJGRkQgJCcErr7zisH3FihX466+/MGrUKIMqyx93r5+IqCSpVaY+xrZfgPd3jkLi7StIvH0F06IHY1jENNQq+4DR5REVGt2/hZ04cQK9e/cGAHh4eCAtLQ3+/v6YPHkyZs6cWegFEhERlSh3TyEq7Ecx89FHH6FevXqq7Q888AA+/PBDAyrSx93rJyIqacICqmB8+w9QJagWACA1MwUzt4/Awcs7Da6MqPDoXiDy8/Oz5w6FhYXhzJkz9r5r164VXmVEREQlkeKkRzGTkJCAsLAw1fby5csjPj7egIr0cWb9kZGRaNGiBQICAlChQgX06NEDcXFx9v7r169j0KBBqFu3Lnx9fVGlShUMHjwYycnJBXpeIqLiLti3LMa0m4v65e9Eq2TZMrFgz7vYem69wZURFY58LxBNnjwZqampaNWqFXbs2AEAePTRRzFixAhMmzYNr7zyClq1auW0QomIiIjuqly5MnbuVP/VdufOnahYsaIBFenjzPqjo6MxYMAA7NmzB5s2bUJWVhY6d+6M1NRUAMDly5dx+fJlvP/++zh69ChWrVqFDRs2oF+/fgV6XiKiksDX0w/D20SiVeWOAAAFNqw6OAfrjq9SX0pP5GbynUE0adIkvP7665gzZw5u3bpl33br1i189dVXqF27tvvfwSxbAcx3vqmF+BfH3B1VToWYowOhH5obTML+ejOM1Lk8QoaRkFUDIfdHkeUCmXXur+T8t03oE8dqt9V5T9rHWsxvstmETCIhp0exiRlJQoaQRTy22m2zRuaQOF4cK+YfibWq85C0M4pkGUayHB4xB0fMHNKbUWQW5vMQ+3NkEJkkGUSyjCLxtYjEXB7ZsVC9VsXxtYgZRer5ZW19GUY522I+kU2SXyR+ncn6ZflKunN9hLfGmRlG6rGQtDXmLsoPfM4446cYfl599dVXMXToUGRlZeHhhx8GcOdGGiNHjsSIESMMrk7OmfVv2LDBob1q1SpUqFABMTExaNeuHRo0aIBvv/3W3l+zZk1MmzYNL774IrKzs+HhcU83uSUiKjE8zJ7o33wMgn3KYsOprwEAP/z+KW6kX0OfxsNUn4OJ3EW+PwHc/aBdo0YN+zY/Pz9eJ09ERERF7u2330ZiYiLefPNNZGZmQlEU+Pr6YtSoURg9erTR5UkVZf13Lx0rU6aM5pjAwMA8F4cyMjKQkZFhb6ekpBRqjURE7sZsMuO5hq+jtG85fHl4MQBg2/n/ITn9Ot58cDy8PXwNrpBIP10ZRCaTST6IiIiI7h1DqvPFZDJh5syZ+Ouvv7Bnzx4cPnwY169fx4QJE9zi80pR1W+z2TB06FC0adMGDRo0yHXMtWvXMGXKFPTv3z/PeSIjIxEUFGR/VK5cudBqJCJyZ11q/R/eeHA8PMyeAIBDCXswc/tbuJnBXDdyP7rOIa5Tp470Q8v169cLVBARERFRfl24cAGJiYnIzMzE2bNn7dufeOIJA6vKP2fXP2DAABw9etSeHylKSUnBY489hvr162PixIl5zjNmzBgMHz7cYT8uEhER3dGy0r8Q6B2MBbsnIC07FWdvnMC06EEY0WYmyvupb0hA5Kp0LRBNmjQJQUFBzqrFcIpNgWK981dWVe6POccGVUaPxthcx4sZPkIhkv3lbcemSZhPnZkkZiCJOUDa/ercIFPu/85X27F4MQdHPHZm8bWpjrX45mjnPYm5QGI9ejOJ1LlC/8xnUWUKCW2deUeKkDmkrk08to61ifWoM4cKllFkFhaXxRwfi8mS51iRLINIRpoBBO0cHlnmkNgvHiv1e6P9fFr9ejOC9GYIyTKKpG2rmEEk21+WMSR2550zpD/fKO+nLtIIIiec8FMMTyDC2bNn8eSTT+LIkSMwmUz29/PuH7KsVqvW7oYrivoHDhyI9evXY9u2bahUqZKq/+bNm+jatSsCAgKwbt06eHp65jmXt7c3vL29C1wTEVFxdX/5Jnin/TzM3jkaSemJSLj1J6ZuHYThbSJRNbi20eUR5YuuBaLnnnsOFSpUcFYtRERERPkyZMgQVK9eHVFRUahevTr27t2L69evY8SIEXj//feNLk/KmfUrioJBgwZh3bp12Lp1K6pXr64ak5KSgi5dusDb2xs//vgjfHx8CvScREQEVA6qiXEdFmL2ztGIv3kByRnXEbltKAa2nIQGIc2NLo9IKt9/hneH6/mJiIjcnuKkRzGze/duTJ48GeXKlYPZbIbFYsFDDz2EyMhIDB482OjypJxZ/4ABA/D5559j9erVCAgIQEJCAhISEpCWlgbgzuLQ3dveL1++HCkpKfYxrn7mFRGRqytXKhRj281HrTIPAADSs9Mwd9cY7Lrwq8GVEcnle4FIdRo/ERERFT4XCKlesmQJwsPDERgYiMDAQERERODnn3+296enp2PAgAEoW7Ys/P390bNnT1y5ckXyshRMmDABYWFh8PX1RadOnXDq1Kl7OkTAnUuwAgICAADlypXD5cuXAQBVq1ZFXFzcPc9bVJxZ/5IlS5CcnIwOHTogLCzM/vjqq68AAAcOHMDevXtx5MgR1KpVy2HMxYsXC/bCiIgI/t5BGNn2fTQJawPgTrTC0v3T8b+Ta/h7Nbm0fF9iJuZEFEs25c4DufyxNccGVT6ROFhoF/Z4+XziADHnR/v5C7UtliLki4iZQmJektgvZgKJWTJiHpJJkikk9os5PWIeitkm5kcJ+S6WvDOH7syfd3aMRWdeijhe/B61SjKFxMwh8bWrs2gcX3tBM4rEnKFskzXPPjFzqLDPaFTn9GhnFMkyh+S5Po7jVRlIOtry/CJj2+oMIe3cH3GD+D0oZhiJP1Nyfh+IfXrbhoUQuYBKlSphxowZqF27NhRFwSeffILu3bvj4MGDeOCBBzBs2DD897//xdq1axEUFISBAwfiqaeews6dO/Occ9asWViwYAE++eQTVK9eHePHj0eXLl1w/Pjxe7q8qUGDBjh06BCqV6+Oli1bYtasWfDy8sLSpUtRo0aNgrz8IuHM+mW/fHTo0IG/oBAROZmXxRuDWk3EZ7ELsOXcTwCAr48uxY20a3g+/M0CZ2oSOYOuDCIiIiJyMmdcEqZzvm7dujm0p02bhiVLlmDPnj2oVKkSli9fjtWrV+Phhx8GAKxcuRL3338/9uzZg1atWqmfXlEwb948jBs3Dt27dwcAfPrppwgJCcH333+P5557TvdLGjduHFJTUwEAkydPxuOPP462bduibNmy9jNlXJm7109ERHJmkwW9Gw9Fad9y+O74SgDApjPfITn9Ol5tPhqeFi+DKyRyxAUiIiKiEiIlJcWhnZ87U1mtVqxduxapqamIiIhATEwMsrKy0KlTJ/uYevXqoUqVKti9e3euC0Tnzp1DQkKCwz5BQUFo2bIldu/ene8FosOHD6NBgwYwm83o0qWLfXutWrXw+++/4/r16yhdurTL5ia6e/1ERKSfyWTCE/VeQrBPOaw6OBs2xYbfLm1FSkYSBkdMRilPf6NLJLLjAlEOilX555Ih8bKuHGcAyi75Ul1WJR0vXnIhXialPZ+4QX3beu3nV/dr1wPhUiOYxcuu/mmrLyHTvtxNVqtJekmZdlt2iZtZcomb7DIss9gvnDmqWPK+xExsmyS3obcJbfFyNvkla+Lleo6XgIm3N1dfkqY9n8mkfTmg1mVjYp94yZk4t0gcLxIv2RKJl22pL/HSvqxL7yVk4rEW99f6Wins29rrHa9qC1cjO/8SNXF8Hv/OZS5ZO+fPC9XlZ07kzNvcV65c2WH7u+++i4kTJ+a6z5EjRxAREYH09HT4+/tj3bp1qF+/PmJjY+Hl5YXg4GCH8SEhIUhISMh1rrvbQ0JC8r1Pbpo0aYL4+HhUqFABNWrUwL59+1C2bFl7f5kyZfI9lxHcvX4iIrp37ao9gkDv0lj822RkWtPx+7VYTI8eihFtIlHat7zR5REB0BFSTURERO7t4sWLSE5Otj/GjBmT59i6desiNjYWe/fuxRtvvIE+ffrg+PHjRVitWnBwMM6dOwcAOH/+vNvlI7p7/UREVDCNw1phdNvZCPAKAgD8mXIWU7YOwuWUPwyujOgOnkFERETkUpwXQnT3rmT54eXlhVq1agEAmjVrhn379mH+/Pl49tlnkZmZiaSkJIeziK5cuYLQ0NBc57q7/cqVKwgLC3PYp3Hjxvl+FT179kT79u0RFhYGk8mE5s2bw2Kx5Dr27Nmz+Z63qLh7/UREVHA1ytyPse0XYPbO0fjrdjyup13FtOjBGNp6GmqXbWB0eVTCcYGIiIiIpGw2GzIyMtCsWTN4enoiKioKPXv2BADExcXhwoULiIiIyHXf6tWrIzQ0FFFRUfYFoZSUFPvZSfm1dOlSPPXUUzh9+jQGDx6MV1991X6reHfg7vUTEVHhCA2ojLEdFmLurjH4I+kUUrNuYtb2t/D6g+PQrOJDRpdHJRgXiHLImUGkldMjxp+o/s6rM/PH2eNV/WKWhpgLpGoL8wk5PerMJFOefVDlI2lnBonjVfvbtDOOpG3V/NDsV+dHaec9mVWZJv+MtwnH0WwRMnokmT/i3LLMIXG8eGmD2SzJPFLE29qLOTqOx0K8rb2sP2dukBjQKrvNvdjvmOAjJ2YKidQ5PQXLIBIzh2S3qtfKKDL6NvaFfVt79XQaGUOSemTPLWtr5hk5kwvcxWzMmDF45JFHUKVKFdy8eROrV6/G1q1bsXHjRgQFBaFfv34YPnw4ypQpg8DAQAwaNAgREREOAdX16tVDZGQknnzySZhMJgwdOhRTp05F7dq17be5r1ixInr06KGrtq5duwIAYmJiMGTIELdbYHH3+omIqHAE+5TB6LZz8cHed3HsagyybJn4YM9EvNR4EB6u0d3o8qiE4gIRERGRK3GBBaKrV6+id+/eiI+PR1BQEMLDw7Fx40b8+9//BgDMnTsXZrMZPXv2REZGBrp06YLFixc7zBEXF4fk5GR7e+TIkUhNTUX//v2RlJSEhx56CBs2bICPj4/ul5OVlYULFy4gISHBLRdY3L1+IiIqHL6epTCs9XQsj3kPuy/+CgU2fBo7HzfSruGp+q/wrpZU5LhARERERA6WL1+u2e/j44NFixZh0aJFeY5R3ZnRZMLkyZMxefLkAtfn6emJw4cPF3geo7h7/UREVHg8zJ54tflolPYth/+dXAMA+CnuCySlX0efJsPgYeav7FR0eBczIiIiV3L3PveF/ShmXnzxRelClitz9/qJiKjwmE1mPNOgP3o1GggT7pw1tP2Pn7Fg93hkZKcZXB2VJFyOzMmqAH/nwmjl+EgzgcSMIkkmkDpTQ+gXMoPEHB1FkhkEIetGzBiSZx6JA7RzezRzOySvTaxNfG2yTCFZZpG6LebsOGa9qDKIhHrV9cn6/3k+MRNIrEWx6Mt+UWcKOc4nZgqJ/aq8JGmGkZADZNbOKDKbxLwm9dkFeY01Cd9U6n7nnn6rziASj5VNs1+WOST2y+bPWY/4vqvmUj237LXobAvxTc7PMNLOJHL8+aMzdEhHnhEZLzs7GytWrMCvv/6KZs2awc/Pz6F/zpw5BlWWP+5ePxERFb5/13wKQd5lsHR/JLJtWTh8ZS9mbB+OYa0jEegdbHR5VAJwgYiIiMiVOOOEn2K4vnX06FE0bdoUAHDy5EmHPnfIbHD3+omIyDkerNQBAd7BWLBnPNKyUnHuRhymbR2EEQ/NRAW/ikaXR8UcF4iIiIjI7WzZssXoEgrE3esnIiLnub98Y7zTbj7m7ByNG+nXcCX1EqZuHYThrSNRrXQdo8ujYowZRERERC7FGflDxfAUIiIiomKsclANjOvwASoGVAUApGTcQOS2oThyZZ/BlVFxxjOIclBsCpS7GTM6cnVkuTSqZTjx2gGbmFMjjNedaSTmaBQsc0jM4ZE9v5LzeKiOhaQtyyzS2ZbVarJZHdsamUG59quOrXaukMkh00TIHFJl/gj9QvE2i3bmkCy7xVLYmUY6M4rErJyc86kzh4RsKOHyCzGTSCTOJyNm/ohkuT2yDCFZ5pBN+LpUZxjlyCDSmdmjN6Oo4JlBjsPV48Vu7YwhPfXpjSDSladGhpPdDW3ChAlFVMm9cff6iYjI+cqWqoB32s/Hgt3jcTLxCDKs6Zi36x280uxttKnS2ejyqBjiAhEREZErccYJP8VwgWvdunUO7aysLJw7dw4eHh6oWbOmyy+wuHv9RERUNPy9AvHWQ7Pw0b7piLm8HVbFimX7ZyApLRGP1nmOuXVUqLhARERE5Eq4QJQvBw8eVG1LSUlB37598eSTTxpQkT7uXj8RERUdL4s3BrScgM8PfYDNZ38AAKw9tgw30q/hhfA3YTZZJDMQ5Q8ziIiIiKhYCAwMxKRJkzB+/HijS7kn7l4/ERE5j9lkwUuNBqNn/X72bb+eWYfFv01BpjXTwMqoOOEZRDlZbVD+PkVPzJpxyPER40lUGUOOTVnmjxiPovpDr875CjxeeH2KKhNJ2EEjV0j62qV5SRrvAwCI/ao8J+3MIzEvSpVRJGTHqDOHtNvq9yLHsZFkV9mE42wW+lUZReLXkaVwM4Zk2S8mjUyhO/UKr0c4HdZq+2e8uK8sc0iWMSRmGOkl5vyIxIwhWS6QOlPo3vfXmxkka4tfF6qMIqv2+MLPMNLOJFK3ldz/nY+2Zp5REZ6CoyiK+nUXwpwlRXJyMpKTk40u4565e/1EROQ8JpMJ3er1QrBvWaw88D5sig37L23DzYwkDG41FX5e/kaXSG6OC0RERETkdhYsWODQVhQF8fHx+Oyzz/DII48YVFX+uXv9RERknLZVuyLIuwwW7Z2IDGs64q4dxvRtgzGi9UyUKVXe6PLIjXGBiIiIyJUwgyhf5s6d69A2m80oX748+vTpgzFjxhhUVf65e/1ERGSs8NAHMartHMzd/Q5uZiThUsp5TI0eiBFtZuC+wOpGl0duigtERERE5HbOnTtndAkF4u71ExGR8WqUqYdx7Rfi/Z0j8VdqPK6n/YVp0UMwJGIq6pYLN7o8ckNcIMpBsSpQ7obQaORcyDKD5Lk72v2q3Brx+STzifsrqswkITtGksujO1NJIwJEnQGi/VwQcnq08o5ybUsyjNSZQfrasswjReNYi5k/6jwjx6dWvxbHbjHjR6xNlWlkEefTzmNRZQhJMoz0ZhSZcuQEWYXaLWaLMFbMJNLOGCrs23/K8lxkGUJi5pA6k0iWWfRPvywzSF6LpC1mkkkzjMT9hdpt4njtfv2ZSrn/O7e2PM9Io48Ms3v3biQmJuLxxx+3b/v000/x7rvvIjU1FT169MDChQvh7e1tYJV5c/f6iYjItYT434dx7Rdi3q6xOJcUh9tZt/DejrfxeouxaH5fO6PLIzfDu5gRERGR25g8eTKOHTtmbx85cgT9+vVDp06dMHr0aPz000+IjIw0sEJt7l4/ERG5niCfMhjVbg4aVGgBAMi2ZWHR3kn49cz3xhZGbocLRERERC7k7l3MCvtRXMTGxqJjx4729po1a9CyZUssW7YMw4cPx4IFC/D1118bWKE2d6+fiIhck4+HL4a2noY2VToDuHMH1s8PLcA3Rz8uVp8DyLm4QERERORKFCc9iokbN24gJCTE3o6Ojna461eLFi1w8eJFI0rLF3evn4iIXJeH2QP/aTYKj9ftZd+2/uRqfBwzC9m2bAMrI3fh0hlEkZGR+O677/D777/D19cXrVu3xsyZM1G3bl37mPT0dIwYMQJr1qxBRkYGunTpgsWLFzt8+Movxab8k3+hmasjZKuI2TDispvO3AtVxo8qQ0jcX9hBlYuj/XzyTCMx40M7K8dhuJAnos7oEZ5LyMlRZwqJtRVuW8w/EeuVteUZRv+8YJvwxqoziLQzhUzCsRKzo0xCxo+YISQefMWinQ0jZgyp2jozirTmNwuZQbJaROL+JtU3AYR+7Ywi2V9dxEwhkd4cIFkmUc7joerTGJtbW1aL+vs/78yf3MeL3eIG7X5VJpGOttgn/jyS5R1pBhqRYUJCQnDu3DlUrlwZmZmZOHDgACZNmmTvv3nzJjw9PQ2sUJu7109ERK7NZDLh/x7oh2Cfsvji0EIoULDzwkYkp1/HwFYT4ePha3SJ5MJc+gyi6OhoDBgwAHv27MGmTZuQlZWFzp07IzU11T5m2LBh+Omnn7B27VpER0fj8uXLeOqppwysmoiIqAB4BpGmRx99FKNHj8b27dsxZswYlCpVCm3btrX3Hz58GDVr1jSwQm3uXj8REbmHTjV74M2W78LDfOePDkev7sOMbcOQnH7d4MrIlbn0GUQbNmxwaK9atQoVKlRATEwM2rVrh+TkZCxfvhyrV6/Gww8/DABYuXIl7r//fuzZswetWrUyomwiIiJykilTpuCpp55C+/bt4e/vj08++QReXl72/hUrVqBz584GVqjN3esnIiL30eK+dgj0Dsb83eNwO+sWziedxLTowRjRZiZC/O8zujxyQS69QCRKTk4GAJQpUwYAEBMTg6ysLHTq1Mk+pl69eqhSpQp2796d5wJRRkYGMjIy7O2UlBQnVk1ERKSDohT+JW3F6BK5cuXKYdu2bUhOToa/vz8sFotD/9q1a+Hv729QdXLuXj8REbmXuuXCMbb9fMzeORrX0/7C1dTLmBo9CMMipqNGmXpGl0cuxm0WiGw2G4YOHYo2bdqgQYMGAICEhAR4eXkhODjYYWxISAgSEhLynCsyMtLhen87q2IP1FFl4+Qky7WR5e6IuTSqjCHtHB7NzB+oM4dUvxbIMo9kGUlCvYpGverXLs4tyXPSWasst0eVaSRr680wktRrypFVIx5HMTNImn8kyRRSHQsxc0g89sKxEnN+xIwirVyc3PZXZRSZxPf6n36bKkNIaIvPJWYWqfbXzgiSZRDJyDOKJMdOciy19hfzivRmDKnGW/XlJRU8w0g7k0jdlnzTaeQGSZ9bT54RGS4oKCjX7Xf/iOTq3L1+IiJyH/cFVse49h9gzq7R+DPlHG5mJGHG9uEY2PJdhIe2NLo8ciEunUGU04ABA3D06FGsWbOmwHONGTMGycnJ9gfvFkJERK7i7glEhf0gIiKikqtMqfIY024+6pYLBwBkWtMxb/dYbP9jg2RPKkncYoFo4MCBWL9+PbZs2YJKlSrZt4eGhiIzMxNJSUkO469cuYLQ0NA85/P29kZgYKDDg4iIiIiIiKi48vPyx4g2s9D8vnYA7txVeXnMLPz0+xfSM+KpZHDpBSJFUTBw4ECsW7cOmzdvRvXq1R36mzVrBk9PT0RFRdm3xcXF4cKFC4iIiCjqcomIiApOgRNOITL6RREREZEr8LJ44c0Hx6NTzSft2749vhyfHVoAm2I1sDJyBS6dQTRgwACsXr0aP/zwAwICAuy5QkFBQfD19UVQUBD69euH4cOHo0yZMggMDMSgQYMQERFxT3cws1lhD40xiXkTOfNfZDk1YpyJLNNHkhkkz93R7pc+n94MJXFZUaMeaS16X5vW+5JrW5xPzCARc30keVGSfjHHR6xH0chnyplPlFstsrb62Iq1Ca9dlXGknVFkFjOMhDfHZMk7UwiQZxTlzBWyiH2STCJpZpHQFjOLCpuYKSTSm+MjHruc8+vOGFLldGnXpnpu8XtQ9fza86lzu/RmHGk+vWNbmmekPRe05nImxQnPxwUiIiIi+pvZZEGv8IEo7VMOa48tAwBsPvsDktOv47UW78DL4m1whWQUlz6DaMmSJUhOTkaHDh0QFhZmf3z11Vf2MXPnzsXjjz+Onj17ol27dggNDcV3331nYNVERERERERErstkMuGxus/j1eajYTHduaNmzOXteH/HSKRm3jS4OjKKS59BlJ/rIH18fLBo0SIsWrSoCCoiIiJyLp5AREREREWlTZXOCPQujQ/2vIsMazpOJh7BtOjBGNFmBsqWCjG6PCpiLn0GERERERERERE5T8OQFhjTbh4CvUsDAC7f/ANTtw7CxeSzBldGRc2lzyAqaopV+SdXRStnR5ZroSOjB1CfKaXKwZHMByFDRJW7Y9bOnlGPF+sT+nXkeKjHivkn2rVAqF3M9JHnL4kDJPlRkjwmeeaRJKMoZ1uSbyRri8dOEY6VmHGkyvxR1eb4dOLzidkzZnH+AmYU5cwJ0urLrS1mCunNLJIR9xfJznbU26/KAdLIBdKbOWSzyjKEtDN/xA3i14UiyzySZBKp23pChxzb8ufW0S7KO3s44770vDMJERERaahWug7GtV+A2TtH40rqJdxIv4bp24ZgSKupqFe+kdHlURHhGUREREREREREJVwF//swtv0CVC9dFwCQlpWK93eOxG9/bjW2MCoyXCAiIiJyJYqTHkREREQSgT6lMbrtHISHtAQAZNuysOS3Kdh0hjeCKgm4QEREREREREREAABvD18MjpiCtlW7AgAUKPji0Af4+uhS2BQx34SKE2YQ5aBYbf/Eroj5L1pLaXozhESSDCExh0fMllFlCkkzPRybshwfVSaRMJ1Yf87xYi6OKkNIla8kZoYULHNI9V6ojrXOjCGdx1azLb4Wm/b7LGurM4scD674w1yVQSRmyaieT/xCcF5GkZijo8pPkmQK6c0sEskyh/SSZQrJxmvlDEnHSjKHxGOtyhTSmeOjGq/KKNI3v97YID15cZr7Cv2MICIiIqKSxMPsgVeavo1gn3L4Ke5zAMD/Tq7BjbRr6NfsbXiYPQ2ukJyBZxARERG5krsrRIX9ICIiItLBZDKh5wOvoHfjoTD9vXSw++KvmLdrLNKybhtcHTkDF4iIiIiIiIiIKFcP13gCA1tNhKfZCwBw9Op+zNg+DEnp1w2ujAobF4iIiIhcCUOqiYiIyMU0q/gQRrZ9H36eAQCAP5JOYdrWQUi49afBlVFhYgZRDoqiqPIx/unM498AIEa/iBk+4pyynBut585HW5YZJM3xKWgmklZtOjNA5LXK8pmE8WLtYkaR3nwmSWYSbHm/1+qMH315R7JaTWLmkCorSsj1EetR5T+JWTLOyyhSZwwJ+1r0ZQ7JMotEhZ1BJJLm+ugYL2YIqXK2JJlD0gwg1fyyTCLx6QuYUST+/NSRgSTLS9LV5iVaREREVMLVLtsA77Sfj9k7R+N62lX8dTse07YOwrDW01GjzP1Gl0eFgGcQERERuRBFUZzyICIiIiqo+wKrYXyHhagUWAMAcDMzGTO2j0Bs/B6DK6PCwAUiIiIiIiIiIsqX0r7lMabdPNQr1xgAkGlNx4I947Dt/M/GFkYFxgUiIiIiIiIiIso3Py9/jGgzAw/e1wEAYFNsWHHgPfz4+2c8c9mNMYMoB8WqQLkboCHmYOTISxGzWSDmlYjfD+IynM5MIdn+6pwcYYMqB0ecT8jlMRUslydnfao8JMlcYv6RNENIzBwqYKaR3swjdZ6UMJ9Qb86MInX+kfh1pN2v+jq0iflL2hlHqowiyfwmVeaQdkaR6s1TfZ/knVEk5hOpviYl+Ufi150sk0hU0H6R3owhWb9Dzo5VkvGjyiDSmTkkyxTSmUmkbuvMGNKTWaSqTbsWzX5+ziEiIiJy4GnxwusPjkPwkbL45fS3AIDvjq/EjbRreKnxYJhNFoMrJL14BhEREZGrKegdy8QHERERkROYTWY83/BNPNvgNfu2Led+wsI9E5FpzTCwMroXXCAiIiJyIQypJiIiIndiMpnwSJ1n0b/5O7D8fdbQwfidmLX9LdzKTDG4OtKDC0REREREREREVCCtq3TCsNaR8PHwBQCcvn4M06IH49rtBIMro/xiBlEOitX2z5n4YraMVhaFJNNHzFqRLsvpzBAS/zKszoqRjBezbgqYmWTKkfsh5uBIj5WYFaMzM0Q9Pu8MIACqzCMx40j8OpBnHknee62vI915R5LMIUmmkSrjSJYxJJlf9XUk1K86dlo5QpKcL1WmkJCbYxYzicTMIFnGkOR7VG8GkUiaOSR+XaonyHMum+4MIcl4Vb8sw0hfRpHOCCJdP49kGWJibVr9qrHO5IzLwngCERERERWBBiHNMabdPMzeORopGTcQf/MCpm4dhBFtZqByUE2jyyMJnkFEREREDpYsWYLw8HAEBgYiMDAQERER+PnnO7euvX79OgYNGoS6devC19cXVapUweDBg5GcnKw5Z9++fWEymRweXbt2LYqXQ0REREWoanBtjO/wAUL8KwEAktITMT16KE78ddDgykiGC0RERESuRFGc89ChUqVKmDFjBmJiYrB//348/PDD6N69O44dO4bLly/j8uXLeP/993H06FGsWrUKGzZsQL9+/aTzdu3aFfHx8fbHl19+ea9HiYiIiFxYeb8wjGu/EDVK3w8ASMtOxeydo7H3zy0GV0ZaeIkZEREROejWrZtDe9q0aViyZAn27NmDfv364dtvv7X31axZE9OmTcOLL76I7OxseHjk/dHC29sboaGhTqubiIiIXEeAdxBGtX0fi3+bgkMJe5Bty8KS36YgKT0RXWr9n9HlUS64QJSDYlOg/B1io8q20TrXShyslV8EeTaLOmtG+/mkGUIivZlCQrCPPMdHYy5ZhpCYlyRMLZ1Pktujeh/N2q9NVq/0vdDKQJG+79pfR3rbsq871ddhYWcYicdWlTeVM+9FI58I6gghcS6b8FrN4msTqDONtGtVnBzoIsv50eoTX7s6h0uSASTLHNKdMaRvf1kIkfTY5GzrDThStfP4t5Pdwwk/+ZoTAFJSHO8k4u3tDW9vb819rVYr1q5di9TUVEREROQ6Jjk5GYGBgZqLQwCwdetWVKhQAaVLl8bDDz+MqVOnomzZsvl/IURERORWvD18MbjVFHxycC62/fE/AMCXhxfjRtpfeKbBazDLwj+pSPHdICIiKiEqV66MoKAg+yMyMjLPsUeOHIG/vz+8vb3x+uuvY926dahfv75q3LVr1zBlyhT0799f87m7du2KTz/9FFFRUZg5cyaio6PxyCOPwGq1Fvh1ERERkeuymC14uekIdK/X275tw6m1WLo/Etm2LAMrIxHPICIiIiohLl68iMDAQHtb6+yhunXrIjY2FsnJyfjmm2/Qp08fREdHOywSpaSk4LHHHkP9+vUxceJEzed+7rnn7P9u2LAhwsPDUbNmTWzduhUdO3a89xdFRERELs9kMuHJ+n1R2rccPjk4Dwps2HMxCinpNzCo1ST4evoZXSKBZxARERGVGHfvSnb3obVA5OXlhVq1aqFZs2aIjIxEo0aNMH/+fHv/zZs30bVrVwQEBGDdunXw9PTUVUuNGjVQrlw5nD59+p5fDxEREbmXDtUfx+BWk+Bp9gIAHP/rACK3DUNSWqLBlRHAM4gc2KwK7gZNqC6F1MxH0c6tUW2Q5KFIs2VUtelsi0+vlZMDSLNwtHKDpJlDsowfSW6OaryYTSPNECrgeCF/SZX/ZM67fr3HwqTKXhGzoJybaVTQDCPp902OfnWf5LnVoUTCc4vd2uNVmUSSb1mRan6BVqZQ7uN17F/gTKLCzRjSm/sjzyiCZtthOp3fz5oZY4UdCqTFmSFEBWCz2ZCRkQHgzplDXbp0gbe3N3788Uf4+Pjonu/PP/9EYmIiwsLCClwbERERuY8mFdtgZNv3MW/3OKRmpuBC8mlMjR6EEW1mICygitHllWg8g4iIiMiFuMBd7jFmzBhs27YN58+fx5EjRzBmzBhs3boVvXr1QkpKCjp37ozU1FQsX74cKSkpSEhIQEJCgkOeUL169bBu3ToAwK1bt/D2229jz549OH/+PKKiotC9e3fUqlULXbp0KczDR0RERG6gdtkGGNt+AcqWCgEAXLudgGnRg3H6+nGDKyvZuEBEREREDq5evYrevXujbt266NixI/bt24eNGzfi3//+Nw4cOIC9e/fiyJEjqFWrFsLCwuyPixcv2ueIi4tDcnIyAMBiseDw4cN44oknUKdOHfTr1w/NmjXD9u3bpXdRIyIiouKpYkAVjGu/EJWDagIAbmWmYNb2ETgYv8vgykouXmJGRETkSlzgErPly5fn2dehQ4d8XSaZc4yvry82btyoqwYiIiIq/kr7lsOYdnOxcM+7OPHXQWRaM7Bg9wT0bTIM7as/ZnR5JQ4XiHJQrDZ7JIWY75IzU0Qrn+hOu4DZL7L5hSwXMfdGzKqRZtPozDhSZ+UI+TA5Xr94KGSvRXxuVb6RLBNIMl6VD6XK2RH6NTKEAECR5TNpZJzI8470HivtjCKTmAkkvjk6M4Nk+S2y3CDV8+X8HtP4/stPvyqLSpIxpM4g0t5fRdVfwF/uJb985/yek33dyDKD1O+jzgwiWcaRJFNI9j0ty8LSfH6d+Ueaz12EEUREREREJUkpT38Mbx2Jj2NmYu+fW6DAhpUHZ+NG+jV0r9db/lmcCg0vMSMiInIhrpBBRERERFSUPC1eeK3FWHSp9bR92/cnPsGqg3NgtVk19qTCxAUiIiIiIiIiIjKU2WTG8+Fv4LmGb9i3RZ//LxbumYCM7HQDKys5uEBERETkSngKEREREZVgXWs/jddbjIXFdCcRJzZhN2bteAs3M5INrqz4YwZRDjabzZ5dImacOOT2yDKGBKpsFknGkDT7RXcGkmZ5qv1VWTWqXB9hvFY2jpjhI5lbms+kI+PnzgBxf+1cH/V7o727OtNIlgOUo0/MTjFrv+/qYyV532XHUvL86qwq7Qwj9deBON6xWyujSPY9ID6X6ntEdwaRzvEiZ18XrfHLfYEzhgqYSSTNHJJ9j8oyjvTmCOWYT1WrNP8o7+fOTygzERERERWOVpU7ItC7NBbsmYD07Ns4c/04pkUPxog2M1HeL9To8ootnkFERERERERERC6lfoWmeKfdfAT7lAUAJNy6iKlbB+KPpNMGV1Z8cYGIiIjIhfAKMyIiIqI7qgTXxNj2CxHqXxkAkJxxHZHbhuL41QMGV1Y88RKzHBSbAuXu9RValxqJl1wJQwtye+8742WFSi4NUo2XtMXydFwKBORy6ZOe55Zcfqf6nUZyG3r1ZVrCfHqfT+8lbUJ9qvlz1ivWKptbdilggS8hE5+vYPMV5BI0k+pgSL5nVMfd8cArwnyFf4mZdrdquGQ+XZczFfIlZPJ+nZeUSS/zklzCJr0sTKM8vZe3qS6fy3suIiIiIioa5f1CMa79AszbPRanrx9HevZtzN45Gq82H4VWlTsaXV6xwjOIiIiIXAlPISIiIiJy4O8dhLcfeh9NwloDAKxKNj7cNw0/n/ra4MqKFy4QEREREREREZFL8/bwwcCWk9Ch2uP2bV8d+RBfHl4MmyJeakL3ggtERERELoQnEBERERHlzmK2oE+TYXjy/r72bRtPf4OP9k1DljXTuMKKCWYQ5aDYFNj+DpowiXkvOTJDxOwXabaK8DxivIrstvfq29ZLsmPEXA1V1o0qcEV7voLcil62r85cG1lmkCzHR57zI4yX5DOJ9avymTTm112LsCiuyn4y66tFnqckeW8KmFmkmVEkjpUdZ1UmkVXfeJPYL8ksEsm6xfkLGGijmVFU2BlDkiwsWQaR1q3jc9u/4LlBSu7/zmVuXV/DXGAhIiIicgkmkwnd7++NYJ+y+CR2LmyKDXv/3IKUjBsY1GoySnn6G12i2+IZRERERK6EpxARERERSbWv/hgGt5oCL4s3AODEX7GI3DYUN9KuGVyZ++ICERERERERERG5ncZhERjZdjb8vQIBABeTz2Lq1oG4nPKHwZW5Jy4QERERuRDFSQ8iIiKi4qhWmfoY234BypUKBQAkpl3FtG1DcCrxqMGVuR9mEOVgs9rsuSxiZkjO7BtZhpBJ+CiuyvxRZblI8lFUWTTaeSy6s2J0ZyBJxmtkyaj2lWQUqXNytI+tKpdHlSmi/fwmIcdHzG9S1SdmIknqz7m/7jwjWS1685ckGUHyDCMxC6ZgWVk5x6vyiWQ5WcKLk34PycarvkW1Q4ZU9anKdeKv55KpC5wxpLdflUmkM3NIK1MoP+0c+6tuZiHJQ9L8WVmUKyzOuCSMl5iVKJGRkfjuu+/w+++/w9fXF61bt8bMmTNRt25d1VhFUfDoo49iw4YNWLduHXr06FH0BRMRERVQWEAVjOvwAebuHI0/kk8jNTMFs7a/hTceHI+mFdsYXZ7b4BlERERERMVIdHQ0BgwYgD179mDTpk3IyspC586dkZqaqho7b948eRA/ERGRGwj2KYPR7ebigQrNAABZtkws3PMutpz9yeDK3AfPICIiInIlzrgmjCcQlSgbNmxwaK9atQoVKlRATEwM2rVrZ98eGxuL2bNnY//+/QgLCyvqMomIiAqdr6cfhrWejo9jZmHPxSgosOGT2Lm4kX4NT97fl38UkeACEREREVExlpycDAAoU6aMfdvt27fxwgsvYNGiRQgNDZXOkZGRgYyMDHs7JSWl8AslIiIqBB5mT/RvPgalfcrh51NfAQB+/P0zJKUlok+TYbCYLQZX6Lq4QJSDYlX+Ca3QygkS+1SBI2KmkDBazNFR5R1pz6d+fmG4JCdHvoN23ouYEaLOQMr/c0kzhFT7C21VplDBcnxkbWnOjyqTKO98JtX7ojvPSMxTEV6b5NioMockr00zawpQ5zkVJKNIko8kzqX6GhRfjE3760CeSaR9+oUsw0hK7w4aeTLSqJlCziBS/Xwo7MwhMdNINp+SV0O+r1ZGkep72YkURSn05yvK+sm12Gw2DB06FG3atEGDBg3s24cNG4bWrVuje/fu+ZonMjISkyZNclaZREREhcpsMuPZhq+htG85fHl4MRQo2PbH/5CccR1vPjge3h6+RpfokphBRERERFRMDRgwAEePHsWaNWvs23788Uds3rwZ8+bNy/c8Y8aMQXJysv1x8eJFJ1RLRERUuDrX6ok3HhwPD7MnAOBQwh7M3D4CKRlJxhbmorhARERE5Er03r8+vw8qcQYOHIj169djy5YtqFSpkn375s2bcebMGQQHB8PDwwMeHndOKO/Zsyc6dOiQ61ze3t4IDAx0eBAREbmDByt1wIg2M+Dr4QcAOHvjd0yLHoy/UuMNrsz1cIGIiIiIqBhRFAUDBw7EunXrsHnzZlSvXt2hf/To0Th8+DBiY2PtDwCYO3cuVq5caUDFREREznV/+SZ4p/08BPuUBQBcufUnpmwdiPM3ThpcmWthBlEONpsNpr/zhEwQM0VyZMcIWS8mSR6KPFNIKET8S6+YTSN0i/EoqmwbSRaMul7t/WUZSA4Fyl6LWLske0bd1njufLRVmUHCcFUuj7Q+aLZzPp/qD/o6847EjCF1ppF2RpF8flmekzC+MDOKZFlRYmaQ5GtaEcaL37OqnDBxf+HpxcwgWYaRZPfcniHfdEfLFHLGkLRfzBCSZlvJxgtN8XsyZ1v280BPvlERnoGj/P1fYc9JJceAAQOwevVq/PDDDwgICEBCQgIAICgoCL6+vggNDc01mLpKlSqqxSQiIqLionJQTYzv8AFm7xyNyzf/QErGDczYPgwDW05Cg5DmRpfnEngGERERkavh5WVUAEuWLEFycjI6dOiAsLAw++Orr74yujQiIiJDlS0Vgnfaz0etMg8AANKz0zB31xjsurDJ4MpcA88gIiIiIipG7uWudbzTHRERlRT+XoEY2fZ9fPjbVByI3wmrYsXS/ZFISk/EI7WfVd1lvCThGUREREQuRFGc8yAiIiKiO7ws3hjYaiIerv6EfdvXR5di9eFFsCk2jT2LN55BlIPNarPnC2nlCqkye8Q8EmHdTZYRJO/Xzk8R81pUWTNifbLsGFVGkiQPRrX7PxvEvCZZLk1BM4Vk+xd6ppAkx0ezX5aHpDcTSJa3VNDMIUl2jCrXR+/XWY6mZj4RoHqfVBlAqrnFtnhwhNrFY6Fzf1W/QJZRVKhkKwMFzRiSfF3Ivs7UGWmS55f052zrGZtrO+f+4lxERERE5NbMJgteajwEwb7l8N3xFQCATWe+Q1J6Il5tPgZeFi+DKyx6PIOIiIjIlfAUIiIiIqIiYTKZ8ES9F9Gv6dsw//0X+32XojF75yikZt4yuLqixwUiIiIiIiIiIiqx2lZ7BEMipsLL4gMAiLt2CJHbhuJG2l8GV1a0uEBERETkQngCEREREVHRaxTaCqPbzkaAVxAA4M+Us5iydRAupZw3trAixAyiHGw2G0x/B6GYhECYnIkhZmnujRBqpTcjSGeGkEkIzlDl/qgyhCT9AlUei2y+nPVKj5Us/0izNPX+kowjMT9Ffewl4xVZzo6kneNLwyR8ISmS/CNZRpEq9kaV3SL0m7XfV2mmkTCfLHNIdey06pFlVcmyo2R5SgXNFBIzi0zaX1cqkowi1XCN+XTfeUgWSVTQjCG9+xc0c8gm1qPkf6yejCIusBAREREVezXK3I+xHRZi9s5R+Cs1HtfTrmJ69BAMiZiKOuUaGl2e0/EMIiIiIpeiOOlBRERERDKh/pUwrv1CVA2uDQBIzbqJ93a8jZhL2w2uzPm4QERERORKnHF5GdeHiIiIiPItyKcMRrediwYVmgMAsmyZ+GDvRESd+cHgypyLC0RERERERERERDn4epbC0NbT0LrKvwEAChR8dmg+vjm2XH/Mg5tgBlEONptijwYxm8WAlX8yQGySDB6zzkwh/RlBsvHCcFXMj3Y2jEnIf1FlDonTi/EsWsuO4mDVaxeasvwjSW6PNAdHmnEkacuyblT5TPmfW52HJPRL8pXEHB/V+yKbX5bfInnvVPXLMpByHCvxsKneRzEDSKxV3F+WWSR+zwrFFzizSCTNKHJsKgU5/UO2q+R/bgXOGJLtr8oQEscLba3MIcAh50s6Vjq3Rl3O5IxU6WL6IYaIiIjImTzMnni12WiU9imH/578EgCwPu4LJKcnok+T4fAwF68lFZ5BRERERERERESUC5PJhKcbvIoXGw2y39Rq+x8bsGD3OKRnpxlcXeHiAhEREZEL4W3uiYiIiFxPp5pP4s2WE+Bh9gQAHL7yG2ZuG46U9BsGV1Z4uEBERERERERERCTR4r72eKvNLPh6+gEAziXFYVr0YFy9dcngygpHsblgbtGiRXjvvfeQkJCARo0aYeHChXjwwQd1zaHYbPZsEKtGbpBZkikkZhSpMn7EfmjPZxLW8dTxJ5JMIXE+SXaMuGyoineRZQ7l+FO1IskzUkW1iBsk+UfSjCBJ7o4sg0SWkaTKupHlCpnz7Mols0dSi/jahLYqo0gYrqpNjN0yaz+/6r0Ts2ds2vVqZhSJ+UTCXKrsKFkWlOR9KmjmkHR/UUEzigqT7NSSgmYM6d1f/LpXZWVpZA4JE+oZK61FrMuZmEFERERE5LLqlW+Ese0WYPbOUbiRfg1XUi9havRgDGs9HdVL1zW6vAIpFmcQffXVVxg+fDjeffddHDhwAI0aNUKXLl1w9epVo0sjIiIiIiIiomKkUlB1jOvwASoGVAUApGTcwIxtw3Dkyj6DKyuYYrFANGfOHLz66qt4+eWXUb9+fXz44YcoVaoUVqxYYXRpREREuihOehARERFR4SlbqgLGtl+AOmUbAgAyrOmYt+sd7PzjF4Mru3duv0CUmZmJmJgYdOrUyb7NbDajU6dO2L17d677ZGRkICUlxeFBRETkEhQ4IaXa6BdFREREVPz4eQXgrYfeQ7OKbQEAVsWKZTEzsD5utTruwA24fQbRtWvXYLVaERIS4rA9JCQEv//+e677REZGYtKkSeq5/ryKwMBAp9RJRETuKyUlBUGfBhldBhERERG5GC+LFwa0nIAvDn2AqLM/AAC+OfYxbqRdQ69GA2A2WQyuMP/c/gyiezFmzBgkJyfbHxcvXjS6JCIiIgB3wrWd8SAiIiIi5zCbLHix0WD83wP/sW+LOvs9Fu+dgkxrpoGV6eP2C0TlypWDxWLBlStXHLZfuXIFoaGhue7j7e2NwMBAhwcRERHdsWTJEoSHh9v/HxkREYGff/7Z3t+hQweYTCaHx+uvv645p6IomDBhAsLCwuDr64tOnTrh1KlTzn4pREREREXCZDLh8bov4D/NRsHy91lD+y9vw+ydI5GaedPg6vLH7ReIvLy80KxZM0RFRdm32Ww2REVFISIiwsDKiIiI7oELpFRXqlQJM2bMQExMDPbv34+HH34Y3bt3x7Fjx+xjXn31VcTHx9sfs2bN0pxz1qxZWLBgAT788EPs3bsXfn5+6NKlC9LT0/UVR0REROTCHqraBUMipsHb4gMAiLt2GNO3DUHibde/y7rbLxABwPDhw7Fs2TJ88sknOHHiBN544w2kpqbi5ZdfNro0IiIit9OtWzc8+uijqF27NurUqYNp06bB398fe/bssY8pVaoUQkND7Q+ts3EVRcG8efMwbtw4dO/eHeHh4fj0009x+fJlfP/990XwioiIiIiKTnjogxjdbi4CvIMBAJdSzmPq1oH4M/mcsYVJFIsFomeffRbvv/8+JkyYgMaNGyM2NhYbNmxQBVcTERG5OsVJ/wFQ3cEzIyNDWo/VasWaNWuQmprqcGbuF198gXLlyqFBgwYYM2YMbt++necc586dQ0JCgsMdR4OCgtCyZcs87zhKRERE5M6ql66Lce0XooJfRQDAjfRrmL5tCOKuHTK4srwViwUiABg4cCD++OMPZGRkYO/evWjZsqXRJREREbmUypUrIygoyP6IjIzMc+yRI0fg7+8Pb29vvP7661i3bh3q168PAHjhhRfw+eefY8uWLRgzZgw+++wzvPjii3nOlZCQAAC53nH0bh8RERFRcRPifx/GtV+I6sF1AQC3s27hvR0jse/SNoMry53b3+aeiIioWLmHzKB8zQng4sWLDpeCeXt757lL3bp1ERsbi+TkZHzzzTfo06cPoqOjUb9+ffTv398+rmHDhggLC0PHjh1x5swZ1KxZs5CLJyIiInJfgT6lMardHCzaOwlHrvyGbFsWFu+dhF6NBqJTzSeNLs9BsTmDiIiIqDhw5m3uxTt4ai0QeXl5oVatWmjWrBkiIyPRqFEjzJ8/P9exd8/aPX36dK79d+8qqueOo0RERETFhY+HL4ZETEWbKl0A3IkU+PzQQqw9usz+Oc0VcIGIiIiIpGw2W56ZRbGxsQCAsLCwXPurV6+O0NBQhzuOpqSkYO/evbzjKBEREZUIHmYP/KfZSDxet5d9239PfomPY2Yi25ZtYGX/4AIRERGRK3GB29yPGTMG27Ztw/nz53HkyBGMGTMGW7duRa9evXDmzBlMmTIFMTExOH/+PH788Uf07t0b7dq1Q3h4uH2OevXqYd26dQAAk8mEoUOHYurUqfjxxx9x5MgR9O7dGxUrVkSPHj3u7TgRERERuRmTyYT/e6AfXmo0BCaYAAA7L/yCebvGIi0r7xt+FBVmEBEREZGDq1evonfv3oiPj0dQUBDCw8OxceNG/Pvf/8bFixfx66+/Yt68eUhNTUXlypXRs2dPjBs3zmGOuLg4JCcn29sjR45Eamoq+vfvj6SkJDz00EPYsGEDfHx8ivrlERERERmqY83uCPIpjQ/3TUO2LQtHr+7DzO3DMaz1dAT5lDGsLpPiShe8GSQlJQVBQUFITk52CO8kIiICiub/E3efw69cAExmU6HOrdgUpF67yf/PUaHhZyciIqKCO3ntCObtHovbWbcAABUDqmJyx2XwMBfuuTz5/f82LzEjIiIiIiIiIipidco1xNj2C1DGtwIA4Il6LxX64pAevMSMiIjIhTjjtN4Sf6owERERkYu6L7AaxrVfiBPXDqJV5YcNrYVnEBERERERERERGaRMqfJoU6Wz0WXwDCIiIiKXoiiFf8oP4waJiIiISIILRERERC5EuYfb0udrTiIiIiIiDbzEjIiIiIiIiIiohOMZRERERK6El5gRERERkQF4BhERERERERERUQnHM4iIiIhciOKEm9I7Y04iIiIiKl54BhERERERERERUQnHM4iIiIhcDU/4ISIiIqIixjOIiIiIiIiIiIhKOJ5BRERE5EIUJ9xxzBlzEhEREVHxwjOIiIiIiIiIiIhKOJ5BRERE5EKccbIPTyAiIiIiIhkuEBEREbkUZ6zmcIWIiIiIiLTxEjMiIiIiIiIiohKOZxARERG5EF5iRkRERERG4BlEREREREREREQlHM8gIiIiciU8hYiIiIiIDMAFIgDK3x+cU1JSDK6EiIhc0d3/PyhFsdCiAEphh0pzfYgKGT87ERERuY/8fpblAhGAxMREAEDlypUNroSIiFxZYmIigoKCnDK3l5cXQkNDkZCQ4JT5Q0ND4eXl5ZS5qeThZyciIiL3c/PmTc3PslwgAlCmTBkAwIULF5z2wb+4SklJQeXKlXHx4kUEBgYaXY7b4HG7dzx2947H7t4lJyejSpUq9v9fOIOPjw/OnTuHzMxMp8zv5eUFHx8fp8xNJQ8/OxmDP8eNweNuDB53Y/C4G8PZx11RFNy8eRMVK1bUHMcFIgBm852s7qCgIH4T3KPAwEAeu3vA43bveOzuHY/dvbv7/wtn8fHx4SIOuQV+djIWf44bg8fdGDzuxuBxN4Yzj3t+/qDDu5gREREREREREZVwXCAiIiIiIiIiIirhuEAEwNvbG++++y68vb2NLsXt8NjdGx63e8djd+947O4djx2RI35PGIPH3Rg87sbgcTcGj7sxXOW4m5QiuWcvERERERERERG5Kp5BRERERERERERUwnGBiIiIiIiIiIiohOMCERERERERERFRCccFIiIiIiIiIiKiEq7ELxAtWrQI1apVg4+PD1q2bInffvvN6JJcTmRkJFq0aIGAgABUqFABPXr0QFxcnMOY9PR0DBgwAGXLloW/vz969uyJK1euGFSxa5oxYwZMJhOGDh1q38bjpu3SpUt48cUXUbZsWfj6+qJhw4bYv3+/vV9RFEyYMAFhYWHw9fVFp06dcOrUKQMrNp7VasX48eNRvXp1+Pr6ombNmpgyZQpy3o+Ax+0f27ZtQ7du3VCxYkWYTCZ8//33Dv35OVbXr19Hr169EBgYiODgYPTr1w+3bt0qwldBVPT4+cm5CuNnE+nHz7zGWLJkCcLDwxEYGIjAwEBERETg559/tvfzmDsff08pGhMnToTJZHJ41KtXz97vCse8RC8QffXVVxg+fDjeffddHDhwAI0aNUKXLl1w9epVo0tzKdHR0RgwYAD27NmDTZs2ISsrC507d0Zqaqp9zLBhw/DTTz9h7dq1iI6OxuXLl/HUU08ZWLVr2bdvHz766COEh4c7bOdxy9uNGzfQpk0beHp64ueff8bx48cxe/ZslC5d2j5m1qxZWLBgAT788EPs3bsXfn5+6NKlC9LT0w2s3FgzZ87EkiVL8MEHH+DEiROYOXMmZs2ahYULF9rH8Lj9IzU1FY0aNcKiRYty7c/PserVqxeOHTuGTZs2Yf369di2bRv69+9fVC+BqMjx85PzFcbPJtKPn3mNUalSJcyYMQMxMTHYv38/Hn74YXTv3h3Hjh0DwGPubPw9pWg98MADiI+Ptz927Nhh73OJY66UYA8++KAyYMAAe9tqtSoVK1ZUIiMjDazK9V29elUBoERHRyuKoihJSUmKp6ensnbtWvuYEydOKACU3bt3G1Wmy7h586ZSu3ZtZdOmTUr79u2VIUOGKIrC4yYzatQo5aGHHsqz32azKaGhocp7771n35aUlKR4e3srX375ZVGU6JIee+wx5ZVXXnHY9tRTTym9evVSFIXHTQsAZd26dfZ2fo7V8ePHFQDKvn377GN+/vlnxWQyKZcuXSqy2omKEj8/Fa17+dlEhYOfeY1TunRp5eOPP+YxdzL+nlK03n33XaVRo0a59rnKMS+xZxBlZmYiJiYGnTp1sm8zm83o1KkTdu/ebWBlri85ORkAUKZMGQBATEwMsrKyHI5lvXr1UKVKFR5LAAMGDMBjjz3mcHwAHjeZH3/8Ec2bN8fTTz+NChUqoEmTJli2bJm9/9y5c0hISHA4fkFBQWjZsmWJPn6tW7dGVFQUTp48CQA4dOgQduzYgUceeQQAj5se+TlWu3fvRnBwMJo3b24f06lTJ5jNZuzdu7fIayZyNn5+Mh5/jhcdfuYtelarFWvWrEFqaioiIiJ4zJ2Mv6cUvVOnTqFixYqoUaMGevXqhQsXLgBwnWPuUWTP5GKuXbsGq9WKkJAQh+0hISH4/fffDarK9dlsNgwdOhRt2rRBgwYNAAAJCQnw8vJCcHCww9iQkBAkJCQYUKXrWLNmDQ4cOIB9+/ap+njctJ09exZLlizB8OHD8c4772Dfvn0YPHgwvLy80KdPH/sxyu17uCQfv9GjRyMlJQX16tWDxWKB1WrFtGnT0KtXLwDgcdMhP8cqISEBFSpUcOj38PBAmTJleDypWOLnJ+Px53jR4GfeonXkyBFEREQgPT0d/v7+WLduHerXr4/Y2Fgecyfh7ylFr2XLlli1ahXq1q2L+Ph4TJo0CW3btsXRo0dd5piX2AUiujcDBgzA0aNHHa6VpNxdvHgRQ4YMwaZNm+Dj42N0OW7HZrOhefPmmD59OgCgSZMmOHr0KD788EP06dPH4Opc19dff40vvvgCq1evxgMPPIDY2FgMHToUFStW5HEjIiLKJ37mLVp169ZFbGwskpOT8c0336BPnz6Ijo42uqxii7+nGOPuGf0AEB4ejpYtW6Jq1ar4+uuv4evra2Bl/yixl5iVK1cOFotFlQp+5coVhIaGGlSVaxs4cCDWr1+PLVu2oFKlSvbtoaGhyMzMRFJSksP4kn4sY2JicPXqVTRt2hQeHh7w8PBAdHQ0FixYAA8PD4SEhPC4aQgLC0P9+vUdtt1///320zDvHiN+Dzt6++23MXr0aDz33HNo2LAhXnrpJQwbNgyRkZEAeNz0yM+xCg0NVQXzZmdn4/r16zyeVCzx85Px+HPc+fiZt+h5eXmhVq1aaNasGSIjI9GoUSPMnz+fx9xJ+HuKawgODkadOnVw+vRpl/laL7ELRF5eXmjWrBmioqLs22w2G6KiohAREWFgZa5HURQMHDgQ69atw+bNm1G9enWH2EPqvQAAE0RJREFU/mbNmsHT09PhWMbFxeHChQsl+lh27NgRR44cQWxsrP3RvHlz9OrVy/5vHre8tWnTRnVr2ZMnT6Jq1aoAgOrVqyM0NNTh+KWkpGDv3r0l+vjdvn0bZrPjj3aLxQKbzQaAx02P/ByriIgIJCUlISYmxj5m8+bNsNlsaNmyZZHXTORs/PxkPP4cdx5+5nUdNpsNGRkZPOZOwt9TXMOtW7dw5swZhIWFuc7XepHFYbugNWvWKN7e3sqqVauU48ePK/3791eCg4OVhIQEo0tzKW+88YYSFBSkbN26VYmPj7c/bt++bR/z+uuvK1WqVFE2b96s7N+/X4mIiFAiIiIMrNo15bw7gKLwuGn57bffFA8PD2XatGnKqVOnlC+++EIpVaqU8vnnn9vHzJgxQwkODlZ++OEH5fDhw0r37t2V6tWrK2lpaQZWbqw+ffoo9913n7J+/Xrl3LlzynfffaeUK1dOGTlypH0Mj9s/bt68qRw8eFA5ePCgAkCZM2eOcvDgQeWPP/5QFCV/x6pr165KkyZNlL179yo7duxQateurTz//PNGvSQip+PnJ+crjJ9NpB8/8xpj9OjRSnR0tHLu3Dnl8OHDyujRoxWTyaT88ssviqLwmBcV/p7ifCNGjFC2bt2qnDt3Ttm5c6fSqVMnpVy5csrVq1cVRXGNY16iF4gURVEWLlyoVKlSRfHy8lIefPBBZc+ePUaX5HIA5PpYuXKlfUxaWpry5ptvKqVLl1ZKlSqlPPnkk0p8fLxxRbso8Qcvj5u2n376SWnQoIHi7e2t1KtXT1m6dKlDv81mU8aPH6+EhIQo3t7eSseOHZW4uDiDqnUNKSkpypAhQ5QqVaooPj4+So0aNZSxY8cqGRkZ9jE8bv/YsmVLrj/f+vTpoyhK/o5VYmKi8vzzzyv+/v5KYGCg8vLLLys3b9404NUQFR1+fnKuwvjZRPrxM68xXnnlFaVq1aqKl5eXUr58eaVjx472xSFF4TEvKvw9xfmeffZZJSwsTPHy8lLuu+8+5dlnn1VOnz5t73eFY25SFEUpuvOViIiIiIiIiIjI1ZTYDCIiIiIiIiIiIrqDC0RERERERERERCUcF4iIiIiIiIiIiEo4LhAREREREREREZVwXCAiIiIiIiIiIirhuEBERERERERERFTCcYGIiIiIiIiIiKiE4wIREREREREREVEJxwUiomKoQ4cOGDp0qNFl3LMOHTrAZDLBZDIhNjbW6HLu2fnz5+2vo3HjxkaXQ0RERG5G/ExXrVo1zJs3z6nPx89gRCUXF4jI7d394Z/XY+LEiUaXmG8mkwnff/99vsbdfQQFBaFNmzbYvHmz8wvU6dlnn8WDDz4Iq9Vq35aVlYVmzZqhV69emvu++uqriI+PR4MGDZxdptNUrlwZ8fHxGDFihNGlEBERkZP07dvX/rnM09MT1atXx8iRI5Genl7oz7Vv3z7079+/0OfNiZ/BiEouLhCR24uPj7c/5s2bh8DAQIdtb731ltElOsXKlSsRHx+PnTt3oly5cnj88cdx9uxZo8tysHjxYly4cAEzZsywb5syZQri4+PxwQcfaO5bqlQphIaGwsPD456fPzMz8573LQwWiwWhoaHw9/c3tA4iIiJyrq5duyI+Ph5nz57F3Llz8dFHH+Hdd98t9OcpX748SpUqVejz5sTPYEQlFxeIyO2FhobaH0FBQTCZTPZ2amoqevXqhZCQEPj7+6NFixb49ddfHfavVq0apk+fjldeeQUBAQGoUqUKli5d6jBm165daNy4MXx8fNC8eXN8//33qlNvjx49ikceeQT+/v4ICQnBSy+9hGvXrtn7O3TogMGDB2PkyJEoU6YMQkNDHc5uqlatGgDgySefhMlksrfzEhwcjNDQUDRo0ABLlixBWloaNm3alOvYzz77DM2bN0dAQABCQ0Pxwgsv4OrVq/b+rVu3wmQyISoqCs2bN0epUqXQunVrxMXFOczzww8/oGnTpvDx8UGNGjUwadIkZGdn51lj2bJlsXTpUkyePBmHDx/G/v37ERkZiY8//hilS5fWfH0iq9WKfv36oXr16vD19UXdunUxf/58hzF9+/ZFjx49MG3aNFSsWBF169YFAPz55594/vnnUaZMGfj5+aF58+bYu3cvAODQoUP417/+hYCAAAQGBqJZs2bYv3+/fc4dO3agbdu28PX1ReXKlTF48GCkpqba+zMyMjBq1ChUrlwZ3t7eqFWrFpYvX67rtREREZF78/b2RmhoKCpXrowePXqgU6dODp/LEhMT8fzzz+O+++5DqVKl0LBhQ3z55ZcOc6SmpqJ3797w9/dHWFgYZs+erXqenJeY3b2MKufn0aSkJJhMJmzduhUAcOPGDfTq1Qvly5eHr68vateujZUrV+p6bfwMRlRycIGIirVbt27h0UcfRVRUFA4ePIiuXbuiW7duuHDhgsO42bNno3nz5jh48CDefPNNvPHGG/bFkZSUFHTr1g0NGzbEgQMHMGXKFIwaNcph/6SkJDz88MNo0qQJ9u/fjw0bNuDKlSt45plnHMZ98skn8PPzw969ezFr1ixMnjzZ/uFh3759AP45M+huOz98fX0B5P3XmqysLEyZMgWHDh3C999/j/Pnz6Nv376qcWPHjsXs2bOxf/9+eHh44JVXXrH3bd++Hb1798aQIUNw/PhxfPTRR1i1ahWmTZumWdsTTzyB5557Dr1790afPn3Qp08fPProo/l+bXfZbDZUqlQJa9euxfHjxzFhwgS88847+Prrrx3GRUVFIS4uDps2bcL69etx69YttG/fHpcuXcKPP/6IQ4cOYeTIkbDZbACAXr16oVKlSti3bx9iYmIwevRoeHp6AgDOnDmDrl27omfPnjh8+DC++uor7NixAwMHDrQ/X+/evfHll19iwYIFOHHiBD766CP+tYqIiKgEO3r0KHbt2gUvLy/7tvT0dDRr1gz//e9/cfToUfTv3x8vvfQSfvvtN/uYt99+G9HR0fjhhx/wyy+/YOvWrThw4ECBahk/fjyOHz+On3/+GSdOnMCSJUtQrlw5XXPwMxhRCaIQFSMrV65UgoKCNMc88MADysKFC+3tqlWrKi+++KK9bbPZlAoVKihLlixRFEVRlixZopQtW1ZJS0uzj1m2bJkCQDl48KCiKIoyZcoUpXPnzg7Pc/HiRQWAEhcXpyiKorRv31556KGHHMa0aNFCGTVqlL0NQFm3bp30deYcl5qaqrz55puKxWJRDh06ZH+uIUOG5Ln/vn37FADKzZs3FUVRlC1btigAlF9//dU+5r///a8CwP66O3bsqEyfPt1hns8++0wJCwuT1nv9+nXF19dXCQkJUZKTk6XjZfXfNWDAAKVnz572dp8+fZSQkBAlIyPDvu2jjz5SAgIClMTExFznCAgIUFatWpVrX79+/ZT+/fs7bNu+fbtiNpuVtLQ0JS4uTgGgbNq0SbPOd999V2nUqJH09RAREZH76dOnj2KxWBQ/Pz/F29tbAaCYzWblm2++0dzvscceU0aMGKEoiqLcvHlT8fLyUr7++mt7f2JiouLr6+vwmahq1arK3LlzFUVRlHPnzjl8HlUURblx44YCQNmyZYuiKIrSrVs35eWXX873a+FnMKKS7d4vLCVyA7du3cLEiRPx3//+F/Hx8cjOzkZaWprqDKLw8HD7v+9eonb3Eqy4uDiEh4fDx8fHPubBBx902P/QoUPYsmVLrn+1OHPmDOrUqaN6HgAICwtzuNRLj+effx4WiwVpaWkoX748li9frpr/rpiYGEycOBGHDh3CjRs37H+5uXDhAurXr28fl3P/sLAwAMDVq1dRpUoVHDp0CDt37nQ4Y8hqtSI9PR23b9/WvB7+yy+/hMlkwrVr1/D777+rjl9+LVq0CCtWrMCFCxeQlpaGzMxM1Z0pGjZs6PAXu9jYWDRp0gRlypTJdc7hw4fjP//5Dz777DN06tQJTz/9NGrWrAngzvt6+PBhfPHFF/bxiqLAZrPh3LlzOHLkCCwWC9q3b39Pr4eIiIiKh3/9619YsmQJUlNTMXfuXHh4eKBnz572fqvViunTp+Prr7/GpUuXkJmZiYyMDPvnpzNnziAzMxMtW7a071OmTBn7pVr36o033kDPnj1x4MABdO7cGT169EDr1q11z8PPYEQlAy8xo2Ltrbfewrp16zB9+nRs374dsbGxaNiwoepSrLuns95lMpnsiyj5cevWLXTr1g2xsbEOj1OnTqFdu3aF9jw5zZ07F7GxsUhISEBCQgL69OmT67jU1FR06dIFgYGB+OKLL7Bv3z6sW7cOgPqStJz1mUwmALDXd+vWLUyaNMnh9R05cgSnTp1yWDwTnT17FiNHjsSSJUvw0ksvoW/fvsjIyND9etesWYO33noL/fr1wy+//ILY2Fi8/PLLqtfg5+fn0L57+V1eJk6ciGPHjuGxxx7D5s2bUb9+ffvxuXXrFl577TWH13zo0CGcOnUKNWvWlM5NREREJYOfnx9q1aqFRo0aYcWKFdi7d69DHs57772H+fPnY9SoUdiyZQtiY2PRpUuXAoU5m813fpVTFMW+LSsry2HMI488gj/++APDhg3D5cuX0bFjR903cOFnMKKSg2cQUbG2c+dO9O3bF08++SSAO/+zOX/+vK456tati88//xwZGRnw9vYGAFU+UNOmTfHtt9+iWrVqBbrjg6enp8Mt4bWEhoaiVq1a0nG///47EhMTMWPGDFSuXBkAHAIA86tp06aIi4vL13PeZbPZ0LdvX3Ts2BG9e/dG9+7d0aBBA0yYMAEzZ87U9fw7d+5E69at8eabb9q3nTlzRrpfeHg4Pv74Y1y/fj3Pv2DVqVMHderUwbBhw/D8889j5cqVePLJJ9G0aVMcP348z9fcsGFD2Gw2REdHo1OnTrpeDxERERVPZrMZ77zzDoYPH44XXngBvr6+2LlzJ7p3744XX3wRwJ3PSCdPnrSfyV2zZk14enpi7969qFKlCoA7AdMnT57M8yyZ8uXLA7hzR98mTZoAgENgdc5xd3Mg27Zti7fffhvvv/9+vl8PP4MRlRw8g4iKtdq1a+O7776z/9XhhRde0H3Gzt19+vfvjxMnTmDjxo32/6nePctmwIABuH79Op5//nns27cPZ86cwcaNG/Hyyy/ne8EHuHNniqioKCQkJODGjRu66sxLlSpV4OXlhYULF+Ls2bP48ccfMWXKFN3zTJgwAZ9++ikmTZqEY8eO4cSJE1izZg3GjRuX5z7z58/HsWPH8NFHHwEAgoKC8PHHH2POnDkOoYz5Ubt2bezfvx8bN27EyZMnMX78+HwFeT///PMIDQ1Fjx49sHPnTpw9exbffvstdu/ejbS0NAwcOBBbt27FH3/8gZ07d2Lfvn24//77AQCjRo3Crl27MHDgQPsZYT/88IM9ILFatWro06cPXnnlFXz//fc4d+4ctm7dqgptJCIiopLl6aefhsViwaJFiwDc+RyzadMm7Nq1CydOnMBrr72GK1eu2Mf7+/ujX79+ePvtt7F582YcPXoUffv2tZ8llBtfX1+0atUKM2bMwIkTJxAdHa36XDZhwgT88MMPOH36NI4dO4b169fbP+fkFz+DEZUcXCCiYm3OnDkoXbo0WrdujW7duqFLly5o2rSprjkCAwPx008/ITY2Fo0bN8bYsWMxYcIEALBfWlWxYkXs3LkTVqsVnTt3RsOGDTF06FAEBwdr/o9dNHv2bGzatAmVK1e2/yWooMqXL49Vq1Zh7dq1qF+/PmbMmKHrr0Z3denSBevXr8cvv/yCFi1aoFWrVpg7dy6qVq2a6/iTJ09i7NixWLhwIUJDQx3mefnll3Vfavbaa6/hqaeewrPPPouWLVsiMTHR4S9ZefHy8sIvv/yCChUq4NFHH0XDhg0xY8YMWCwWWCwWJCYmonfv3qhTpw6eeeYZPPLII5g0aRKAO3/5io6OxsmTJ9G2bVs0adIEEyZMQMWKFe3zL1myBP/3f/+HN998E/Xq1cOrr77qcAtWIiIiKnk8PDwwcOBAzJo1C6mpqRg3bhyaNm2KLl26oEOHDvaFk5zee+89tG3bFt26dUOnTp3w0EMPoVmzZprPs2LFCmRnZ6NZs2YYOnQopk6d6tDv5eWFMWPGIDw8HO3atYPFYsGaNWt0vRZ+BiMqOUxKzotWiShfvvjiC7z88stITk7mNdBO0KFDBzRu3Bjz5s0zupRCMXHiRHz//fe5nvZNRERE5Cr4GYyoZOMZRET58Omnn2LHjh04d+4cvv/+e4waNQrPPPMMF4ecaPHixfD398eRI0eMLuWeXbhwAf7+/pg+fbrRpRARERHlCz+DEZVcPIOIKB9mzZqFxYsXIyEhAWFhYejRowemTZumeWt3uneXLl1CWloagH8ylNxRdna2PRTd29vbHhJORERE5Ir4GYyoZOMCERERERERERFRCcdLzIiIiIiIiIiISjguEBERERERERERlXBcICIiIiIiIiIiKuG4QEREREREREREVMJxgYiIiIiIiIiIqITjAhERERERERERUQnHBSIiIiIiIiIiohKOC0RERERERERERCXc/wNBWh+jfHbmJgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"exponential superellipse galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"C0\": 2, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gaussian SuperEllipse" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'C0', 'sigma', 'flux')\n", "('arcsec', 'b/a', 'radians', 'C-2', 'arcsec', 'log10(flux)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"gaussian superellipse galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"C0\": 2, \"sigma\": 20, \"flux\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Nuker SuperEllipse" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'C0', 'Rb', 'Ib', 'alpha', 'beta', 'gamma')\n", "('arcsec', 'b/a', 'radians', 'C-2', 'arcsec', 'log10(flux/arcsec^2)', 'none', 'none', 'none')\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/connor/Programming/AstroPhot/astrophot/utils/conversions/units.py:16: RuntimeWarning: divide by zero encountered in log10\n", " return -2.5 * np.log10(flux) + zeropoint + 2.5 * np.log10(pixel_area)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"nuker superellipse galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"C0\": 2, \"Rb\": 10., \"Ib\": 1., \"alpha\": 4., \"beta\": 3., \"gamma\": -0.2}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fourier Ellipse Models\n", "\n", "A Fourier ellipse is a scaling on the radius values as a function of theta. It takes the form: $R' = R * exp(\\sum_m am*cos(m*theta + phim))$, where am and phim are the parameters which describe the Fourier perturbations. Using the \"modes\" argument as a tuple, users can select which Fourier modes are used. As a rough intuition: mode 1 acts like a shift of the model; mode 2 acts like ellipticity; mode 3 makes a lopsided model (triangular in the extreme); and mode 4 makes peanut/diamond perturbations. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spline Fourier" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'am', 'phim', 'I(R)')\n", "('arcsec', 'b/a', 'radians', 'none', 'radians', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fourier_am = np.array([0.1, 0.3, -0.2])\n", "fourier_phim = np.array([10*np.pi/180, 0, 40*np.pi/180])\n", "M = ap.models.AstroPhot_Model(\n", " model_type = \"spline fourier galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"am\": fourier_am, \"phim\": fourier_phim, \"I(R)\": {\"value\": spline_profile, \"prof\": NP_prof}}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Sersic Fourier" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'am', 'phim', 'n', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'none', 'radians', 'none', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"sersic fourier galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"am\": fourier_am, \"phim\": fourier_phim, \"n\": 3, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exponential Fourier" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'am', 'phim', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'none', 'radians', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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9cOAAJkyYgDfeeAP79u3Df/7zHxw8eFBxxgWQ8Ufm6dOn7WcNAcDx48cBwB6aW7FiRaxduxZ37txRnEV07Ngxe78rjyW7shssffv2baxbtw7jx49X3PnqxIkTTqsF+Pd5iYuLw+OPP67oi4uLUzxvRYsWzfRyOfHsLCMenBnm6+vr1OcZyDi2I0eOqCYMHO8sB2QELh8/fhyff/45Xn/9dfvyNWvW6O5j5cqVSE1NxYoVKxRn7mR16dS4ceNw9OhRTJs2DcOGDcPw4cMxe/ZsxRiz2YyXX34ZS5YswZQpU7B8+fJsX1aXG47vBdGxY8dQokQJBAUFISAgAIGBgZm+F8V1q1SpAlmWER4ervj5dYX69evj008/xdGjR1GzZk378gch8fXr13fp/omIiIiIyLmYQeTFzGYzunXrhh9//BGHDh1S9V+/ft3+7/T0dPTo0QNly5bFRx99hCVLluDq1asYOHBgptueO3eu/d+yLGPu3Lnw9fVFmzZtAABPPfUUrFarYhwAzJw5E5Ik4cknn3TZsRgRFBSUrcvDHkwGiGd3zJo1K0f7zUqjRo1QqlQpzJ8/X3F5zu+//46jR4+iY8eO9mVVqlTBsWPHFMe+f/9+bN26Ncf7L1WqFFq3bo0FCxbYz/RwlNPnGcg4E+fSpUtYsWKFfVlKSgo++eQTxbjMnmtZlvHRRx/p7iOzdRMTE7F48WLV2J07d2LatGmIjo7G4MGD8d5772Hu3LnYuHGjauxrr72G27dv4+2338bdu3fx6quv6taSW2XKlEH9+vXx+eefIyEhwb780KFD+OOPP/DUU08ByDjm9u3bY/ny5Th//rx93NGjR+1nBD7w7LPPwmw2Y/z48ar3sizLuHnzptPq79y5M3x9ffHf//5XsY/58+ejXLlyaNasmdP2RURERERErscziLzc5MmTsX79ekRGRqJnz56oWbMmbt26hT179mDt2rW4desWACAmJgb79u3DunXrEBwcjLp162Ls2LEYPXo0nnvuOfsfo0BGyOyqVavQvXt3REZG4vfff8evv/6KkSNH2kOQn3nmGTz22GMYNWoUzp49i3r16uGPP/7Azz//jOjoaEUgtbOPxYiGDRvi22+/xaBBg9C4cWMULlwYzzzzjGpcSEgIoqKiMHXqVKSnp6NcuXL4448/cObMGcP71OLr64spU6bgjTfeQKtWrfDSSy/Zb3NfqVIlxYTdm2++iRkzZqB9+/Z46623cO3aNcyfPx+1atVCUlJSjmv4+OOP0aJFC9SpUwc9e/ZE5cqVcfXqVWzfvh0XL17E/v37c7Tdt99+G3PnzsVLL72Ed999F2XKlMGXX35pDy1+cFZRREQEqlSpgiFDhuDSpUsICQnBjz/+mK3sqHbt2sHPzw/PPPOMfTLnk08+QalSpRQTXikpKejevTuqVauGiRMnAgDGjx+PlStX4o033sDBgwcVAdQNGjRA7dq18f3336NGjRp45JFHcvQcGPXhhx/iySefRNOmTfHWW2/Zb3MfGhqK999/3z5u/PjxWLVqFVq2bIk+ffrAYrFgzpw5qFWrFg4cOGAfV6VKFcTExGDEiBE4e/YsunTpguDgYJw5cwbLli1Dr169MGTIEKfU/tBDDyE6Ohoffvgh0tPT0bhxYyxfvhybN2/Gl19+6fIzsIiIiIiIyMny7oZp5CpXr16V+/btK5cvX1729fWVw8LC5DZt2sgLFy6UZVmWd+/eLfv4+ChuXS/LsmyxWOTGjRvLZcuWlW/fvi3Lcsatr4OCguRTp07J7dq1kwsVKiSXLl1aHjdunGy1WhXr37lzRx44cKBctmxZ2dfXV65WrZr84YcfyjabTTEOgNy3b19V3RUrVpS7d+9u6Fhk+d/b3H///feKdTO7pfvdu3fll19+WS5SpIgMwH5b78zGXrx4Ue7atatcpEgROTQ0VH7++efly5cvq27znZvb3D/w7bffyg0aNJD9/f3lYsWKya+88op88eJF1bgvvvhCrly5suzn5yfXr19fXr16dZa3uf/www9V62d2nLIsy6dOnZJff/11OSwsTPb19ZXLlSsnP/300/IPP/yQrfqzcvr0abljx45yYGCgXLJkSXnw4MHyjz/+KAOQd+zYYR935MgRuW3btnLhwoXlEiVKyD179pT379+vqjWz29yvWLFCrlu3rhwQECBXqlRJnjJlirxo0SLFazJw4EDZbDbLO3fuVKz7999/yz4+PnLv3r1VtU+dOlUGIE+aNCnbx5vVbdsze89n9TqtXbtWbt68uRwYGCiHhITIzzzzjHzkyBHVNjdu3Cg3bNhQ9vPzkytXrizPnz8/0+dHlmX5xx9/lFu0aCEHBQXJQUFBckREhNy3b185Li7OPia3t7mXZVm2Wq3ypEmT5IoVK8p+fn5yrVq15C+++CLLbfE290REREREnkuSZRcmppLX6dGjB3744QfcvXvX3aVQPjFr1iwMHDgQFy9eVNwdzdN89NFHGDhwIM6ePZvpXfcKKkmS8N5772Ho0KEICgrKUWh5QkICLBYLHnnkEdStWxe//PKLCyolIiIiIqLcYAYRETlNcnKyop2SkoIFCxagWrVqHj05JMsyPvvsM7Rq1YqTQ5n48MMPUbJkSXz88cc5Wr9169YoWbIkLly44OTKiIiIiIjIWZhBRERO8+yzz6JChQqoX78+EhMT8cUXX+DYsWP48ssv3V1apu7du4cVK1Zg/fr1OHjwIH7++Wd3l+RxHO8ul9M7oy1YsAB37twBAHuOGREREREReRZOEBGR07Rv3x6ffvopvvzyS1itVtSsWRPffPMN/u///s/dpWXq+vXrePnll1GkSBGMHDkSnTp1cndJHqdt27a53kZkZKQTKiEiIiIiIldiBhERERERERERUQHHDCIiIiIiIiIiogKOE0RERERERERERAUcM4gA2Gw2XL58GcHBwZAkyd3lEBGRh5FlGXfu3EHZsmVhMrnuu5WUlBSkpaW5ZNt+fn4ICAhwybap4OFnJyIiIu+R3c+ynCACcPnyZZQvX97dZRARkYe7cOECHnroIZdsOyUlBZXCK+Fq/FWXbD8sLAxnzpzhJBE5BT87EREReR+9z7KcIAIQHBwMIOPJCgkJcXM1RETkaZKSklC+fHn7/y9cIS0tDVfjr+LIqaMIDnHufu4k3UHNKjWQlpbGCSJyCn52IiIi8h7Z/SzLCSLAfmp0SEgIP+QQEVGW8uJSmqDgIBQOLuzUbdpkm1O3R8TPTkRERN5H77MsJ4iIiIg8iE22werkCR1OEBERERGRHt7FjIiIiIiIiIiogOMZRERERB7EJttgk61O3yYRERERkRaeQUREREREREREVMDxDCIiIiIPknEGETOIiIiIiChv8QwiIiIiIiIiIqICjmcQEREReRCrC+5i5uztEREREVH+wzOIiIiIiIiIiIgKOJ5BRERE5EFs//zn7G0SEREREWnhBBEREZEHsclWF9zm3rnbIyIiIqL8h5eYEREREREREREVcDyDiIiIyIMwpJqIiIiI3IFnEBERERERERERFXA8g4iIiMiD2GQbbE4+48fZ2yMiIiKi/IdnEBERERERERERFXA8g4iIiMiDyC44g0jmGUREREREpINnEBERERFRjsTdOODuEoiIiMhJOEFERETkQTLuYmZ18oNnEJFrzNkxDrsubnB3GUREROQEvMSMiIjIgzCkmryJxZaOebs+QELKTbSr2s3d5RAREVEu8AwiIiIiIsoxGTK+OvAxvjk4n5ORREREXowTRERERB7kwRlEzn4QucJTD79o//eqE9/hk78nw2JLd2NFRERElFOcICIiIiKiHOkU8Sq61x8I6Z+PlNsvrMXMbSORnH7fzZURERGRUZwgIiIi8iA2F/1H5CqPVX4G/ZuMh6/JDwBw+NpuTN4UjYSUW26ujIiIiIzgBBERERER5cojZZtjaMtpCPILAQCcSzyJmA39EH/ngpsrIyIiouziBBEREZEHscL2z63unfjgGUSUB6oVr41RUR+heGApAMCN+/GI2dgfp24ddXNlRERElB2cICIiIiIipygbUhGjW89F+dDKAIC7aUmYsnkQ9l3Z7ubKiIiISA8niIiIiDyITba65EGUV4oGlsCIqFmoUbI+ACDNmoqPto/BxjO/urcwIiIi0uTWCaJNmzbhmWeeQdmyZSFJEpYvX67ol2UZY8eORZkyZRAYGIi2bdvixIkTijG3bt3CK6+8gpCQEBQpUgRvvfUW7t69m4dHQURE5Dy8zT3lB4V8C2NQs8l49KHHAAAybFi8dzp+ProUsiy7uToiIiLKjFsniO7du4d69erh448/zrR/6tSpmD17NubPn4+dO3ciKCgI7du3R0pKin3MK6+8gsOHD2PNmjX45ZdfsGnTJvTq1SuvDoGIiIiIMuFr9sM7jUehfdXn7MuWHV2Cz/fOhNXGs9qIiIg8jVsniJ588knExMSga9euqj5ZljFr1iyMHj0anTt3Rt26dbF06VJcvnzZfqbR0aNHsWrVKnz66aeIjIxEixYtMGfOHHzzzTe4fPlylvtNTU1FUlKS4kFEROQJZBecPSTzDKICR+8sbSDjc1SnTp0QGhqKoKAgNG7cGOfPn3dqHSbJhJfq9sH/1XnHvmzD2V8wd+c4pFpSNNYkIiKivObj7gKycubMGcTHx6Nt27b2ZaGhoYiMjMT27dvx4osvYvv27ShSpAgaNWpkH9O2bVuYTCbs3Lkz04knAIiNjcX48eNVy1tMehJm/4ynRLYKH6Zt/54OLVuVp0ar28K6Yr9Fe31YlOurxuv0G13flm5wvE7b8Xhs6VbNsTar2JZ1+sV9Cf02sS0ci6otbE847V3dBrQX5IIkaTUBKBeYTJJWNyRJOf8rCeNN4v5Mem1he8L6JrNYv9DW63fYn2pfYi3iserUrnpudcdrb1+9PWj3Q+w3tn0VKYt/Q/28GpbL1Z3OiT9iupe1qH6+//2nzcKzHci7PDhL+80338Szzz6r6j916hRatGiBt956C+PHj0dISAgOHz6MgIAAl9TzZLUXUCSgOD79ewqssgV7r2zDh1uGILrpRBT2D3XJPomIiMgYj50gio+PBwCULl1asbx06dL2vvj4eJQqVUrR7+Pjg2LFitnHZGbEiBEYNGiQvZ2UlITy5cs7q3QiIqIcs8oyrE4+48fKzJcC58knn8STTz6ZZf+oUaPw1FNPYerUqfZlVapUcWlNTcu3Qah/UczeMRYplvs4eesIYjYOwODmU1AyKMyl+yYiIiJ9BfIuZv7+/ggJCVE8iIiIKIPe5UmSJGX6+PDDD7Pc5vvvv68aHxER4eIjoczYbDb8+uuvePjhh9G+fXuUKlUKkZGRmV6G9oCzLs+vWeoRjIiahVD/YgCA+LsXMHFjf5xLOJmj7REREZHzeOwEUVhYxjdJV69eVSy/evWqvS8sLAzXrl1T9FssFty6dcs+hoiIyJt4wl3M9G4iceXKFcVj0aJFkCQJ3bp109xurVq1FOtt2bLFUF3kHNeuXcPdu3cxefJkdOjQAX/88Qe6du2KZ599Fhs3bsx0ndjYWISGhtofuTnzumKRqhjdei7CCmdsIyHlJmI3RePItT053iYRERHlnsdeYhYeHo6wsDCsW7cO9evXB5BxKdjOnTvRu3dvAEDTpk2RkJCA3bt3o2HDhgCAP//8EzabDZGRkYb3aTKbYPLJmDOThUwQRXaNSflBWzKLmULCumLGkLi+mFEkTtuZxPWVTUnol4WsF3F/ELNoxGM1C7k8qu1p57c45gzpZsVYhawZIVPIZBG2Le5L3J5NuT2TTkaRbBOOXSdzSBX06syrNlQxOAZzdMTN6WUKqbYnPHdG19fNINLOMFJmEBnMRxIP3mDt6vHC9vTyoXReG/WLI65uIHNIb7xehpBuv5tDiIxeCqU1XOgTf6ZUmUQa25JkTwtnci29y5PEL2F+/vlnPPbYY6hcubLmdn18fPgFjgd48P/Czp07Y+DAgQCA+vXrY9u2bZg/fz5atWqlWsfZl+eXDArDqFazMWv7KJy6dQQplvuYvnU4ejYajiblH8/xdomIiCjn3HoG0d27d7Fv3z7s27cPQEYw9b59+3D+/HlIkoTo6GjExMRgxYoVOHjwIF5//XWULVsWXbp0AQDUqFEDHTp0QM+ePbFr1y5s3boV/fr1w4svvoiyZcu678CIiIhyyJVnEImXCKWmpua63qtXr+LXX3/FW2+9pTv2xIkTKFu2LCpXroxXXnnF6XfMouwpUaIEfHx8ULNmTcXyGjVqZPmauOLy/GD/UAxtMQ31wpoAAKyyBfP/isGqE9/nettERERknFsniP7++280aNAADRo0AAAMGjQIDRo0wNixYwEAQ4cORf/+/dGrVy80btwYd+/exapVqxR32Pjyyy8RERGBNm3a4KmnnkKLFi2wcOFCtxwPERFRbtlgdckDAMqXL6+4TCg2NjbX9X7++ecIDg7O9E5ZjiIjI7FkyRKsWrUK8+bNw5kzZ9CyZUvcuXMn1zWQMX5+fmjcuDHi4uIUy48fP46KFSvmaS3+PgEY0OQDtKrU0b7sm4Pz8PWBeYYvjSQiIqLcceslZq1bt9a87bAkSZgwYQImTJiQ5ZhixYrhq6++ckV5RERE+cqFCxcUZ374+/vnepuLFi3CK6+8ont7dMdL1urWrYvIyEhUrFgR3333XbbOPiJj7t69i5Mn/w1+fnCWdrFixVChQgW89957+L//+z9ERUXhsccew6pVq7By5Ups2LAhz2s1m8zo0WAQigaWwPKjnwMAVp/8HokpN/FWw6HwNfvleU1EREQFkcdmELmDydcEk+8/GUQ2IYvGoS1m8uhlDIkZQmK+iXp9IevCLGYeaWcGwaIK3hDW1848UuUviccjbE8c75i/ImYEqbJehGOX0pXDbXq5O2LujUU8Nu2MIlnMJBIziGxiRomwvjgeOaeOtdHOsVFnEBnNHHJfxpBe22gGke5zo/c+zGWmkKpfpJchpJNRpJmBZDC/SFdeR+2ofmh0CtD7IdP40kHsksShHpJBZJVtLrjNfcb2nH3nzs2bNyMuLg7ffvut4XWLFCmChx9+WDGJQc7z999/47HHHrO3H+QHde/eHUuWLEHXrl0xf/58xMbGYsCAAahevTp+/PFHtGjRwi31SpKELjW6o0hAcXy+dxZk2LDj4p9ITL2NAU0mINA3yC11ERERFSQeexczIiIi8myfffYZGjZsiHr16hle9+7duzh16hTKlCnjgsrowVna4mPJkiX2MW+++SZOnDiB5ORk7Nu3D507d3Zfwf9oHf40BjSdAD9zxtltR6/vxaRN0bidfMPNlREREeV/nCAiIiLyIJ5wm3utm0g8kJSUhO+//x7/+c9/Mt1GmzZtMHfuXHt7yJAh2LhxI86ePYtt27aha9euMJvNeOmll4w/SZSvNSjTDENbTkdhv4yz3S4knkLMxv64fIeh5kRERK7ECSIiIiJS0LuJBAB88803kGU5ywmeU6dO4caNf8/6uHjxIl566SVUr14dL7zwAooXL44dO3agZMmSrj0Y8kpVi9XEqFazUbxQaQDAzftXMXHjAJy8edjNlREREeVfkqyVEl1AJCUlITQ0FA0/eAzmgIxYJq0sGtlqy7Iv07ZVbNu0+y3CN706/bKYuyOur9Ovt76crtef9fHYxD5hXZuqFqFf57lTrS889zad18qm99qp3gfCc6vz0yMbSCUSM4T0c2sMZgzpZgJp78+ZGUN6bcMZQjq1q8cbzBQymiFkMONIN4NIxeG50htrOIPIyVk7Rv8XY3S4arzGBgxkDokbt6ZbcXrNcSQmJjo1w8fRg/8X/XhkOYKCnZu3cu/OPXSr2cWl9VPB8uD96ur3VELyTczYNgLnEzOyqnxNfujz6Bg0KNvcZfskIiLKb7L7/22eQUREREREHqlIYHGMiJqJmiUfAQCk29Iwe8c4bDjzi5srIyIiyn84QURERORBZBfkD8lOvisaUV4K9A3CoOaxaFK+DQBAhg1L9s7AsiNLVGf6EhERUc7xNvdEREQeJCeh0tnZJpE38zH5olejESgSUAyrTnwPAPj52FLcTrmB7vUHwmwyu7lCIiIi78cJIgcmXzPMvhkfMGy2rLNrZCFfRDeDyCRsS1zfLI4X+oUcHTHfBGZlv2QWty+uD6EtfPumymMR61P228QsGsd6hW2JxyZmvdjEfiGDyGbRWV8YL/aLr42kep2FelWZRMLBixlFqowTjW82dbJe9HJr1JFEucsgUufmKNsms2qH2vvTa5s19qeXMWQ4o0jnuVatLw4wlmGkzv3RyyTS3p9WjpB+BpGTM4UM09m/wW//xeGSanWH/YmD9TLDtPpt7n4eicgkmfBind4oGlACXx+cBwDYdPY3JKbcQp9Hx8DfJ9DNFRIREXk3XmJGRETkQayyDKtsc/KDl+FQ/tG+2vPo/egY+Jh8AQD743dgyuYhuJOa6ObKiIiIvBsniIiIiIjIq0Q+9BgGN5+MQJ+MO/6dvn0UEzf2x/V7V9xcGRERkffiBBEREZEHcXZAtSsyjYg8QY2SDTAiahaKBBQHAMTfvYiYDf1xLuGEmysjIiLyTswgcmAym2DyycggkoS8Cce7ZOhmDgltMVdHlTlk1ckosuqsL+TyiJlHqswiVYaRTm6PRXt7JjFjyaEek7gtcayYa6OXv6SbaaQcr3ruxQwi8bnVe20h9ivrMZqnokknc0iVFZXLDCJ1ro4LM4YAdU6Qw3hVBI/RjCEnr2/0tVDnOWlvTy+mRzejKHtdHkH9IyL+UGv/DKkzh8QdZPFv/U2rt+3Q1suxIiL3qFCkCka3noPpW4fjyp3zSEy9hdhN0egXOR61Szdyd3lERERehWcQEREReRCeQURkTIlCYRgV9RGqFqsFAEixJGPmthHYdn6tmysjIiLyLpwgIiIiIiKvVtg/FENbTkODMs0BAFbZioV/T8Lvx79VnAVOREREWeMEERERkQexueg/ovzOz+yPfpHvo3X4M/Zl3x5agK8P/pdn0REREWUDM4gcmMwmmMz/zJmJ2TVaGUSydm6NKtNHXF/IarFZxYwiMZdHO+NIzH6Rzdq5P6p+cdpQlROknQskOWQaiduyiQEpQr6RGPMh5iuJOTZ6z5UkbF83H0ovg0j8FlLVFrtz/q2lKrNHNxdHL4MI2v1GM4h0MobEfr1cHsns8GYR3jd6x6Yar5e7pZcpZDTTSC+TyGiGUW6ChDwtKkf4EdAvz1gmkWbOkN6+NTKHxLaYS+dKrrgkjH8cU0FhNpnRvX40igWWwE9HFgMA/jj5IxKSb6Jno+HwNfu5uUIiIiLPxTOIiIiIiCjfkCQJnSJewxuPDIFJyviou+vSBkzfOhz30++6uToiIiLPxQkiIiIiD8KQaiLnaFXpKQxoEgM/cwAA4NiNfZi0MRq3k6+7uTIiIiLPxAkiIiIiIsqX6pdpguEtpyPYLxQAcDHpND7Y0B+Xk865uTIiIiLPwwwiBz4+Zvj4mAFkkivk0LbZtHNoxH69DCKbTcxX0cnJETKAxO3brDr5K2KGkF5ei1l7vOr4HHN/hD6TSS8PSftYxX4xY0g8dlmszSq+NtoZRfqZRIDWgtzcOEWdU6OXY2Msc0g1XnxuVZlBTswYAjRzg/QyhHQziMSdq9ZXdquK1enXzSwS6XXr5U0Z2V5u8otywuibXG+4qj/rPLjMxksafXr7Uv88O/ybGUREXqtysRoY1Wo2pm8djuv3r+BW8jVM3DgA0c0molrx2u4uj4iIyGPwDCIiIiIiytfCgstjVOs5qBhaFQBwL/0Opm4egt2Xt7i5MiIiIs/BCSIiIiIPYoMNVtm5D97mnggoElAMw6NmoVaphgCAdFsa5u54H3+eXuHmyoiIiDwDJ4iIiIiIqEAI9C2Egc0moWn5tgAAGTYs3TcLPx7+TH0JKxERUQHDDCIHJh8TTD6Zz5k5xjeYbEJujfCBwqTKJFJuUxbWNwn9NjFjSMzlsQrjrcJ4IYdHlWEkZMHIZp1cIJ0MJFl8yhzXF/OOVLk0QmaPsC2bmP0iHKsYC2IS8ptkoV8W92fRzofSa+tmDuUik8jZGUR6OT56baPra2UM6W1flW8kHpv4njNYi+72dDKBdDODdF4boxlDqv0ZWNfpdDKCVMP13vRauT+ZkPTGO7R1f9608osAOJ50o3pPuRAziIhcy8fki56NhqNoYAn8dvwbAMDKuC+RkHIL3RsMhI+JH4+JiKhg4v8BiYiIPIhNll0wQcQzI4gcmSQTXqjdC0UDSuCrAx9DhozN535HYsot9I0cC3+fQHeXSERElOd4iRkRERERFUhPVH0WvR8dAx+TLwDgwNWdmLx5EJJSE9xbGBERkRtwgoiIiMiDPLjEzNkPIsrcow+1xuDmUxDoGwQAOHM7DhM39Me1e5fdXBkREVHe4iVmDsxmM8xmc6Z9skO2jSwE24gZG+LncDGzyGYT11eOl0xWYf3cZRSJ27NZxdwf7cwiMd8FYj6Mqt+WZZ+Y4yFbxCdL2W8S844sYr/29lT5SapjF8aLmUPieFUGEXT6s76sQ/W66+bS6OTi6GSkuDtjSJUrJG7P4fjEsXqZQ+rahfFGM4UMru/0jCKRkfgbI3lFmcntpUiqXB8xCEz7Z0hve+qcr6zbRvKKMrYtLHB8X+VhBhER5b0aJetjZNRHmLF1OG6n3MDVe5cQs6E/BjWLRaWiD7u7PCIiojzBM4iIiIg8CM8gInKP8qGVMbr1XJQNrggASEq9jdhN0Th49S83V0ZERJQ3OEFERERERASgeKFSGNnqIzxcvA4AINWaglnbRmLr+T/cXBkREZHrcYKIiIjIg/AMIiL3KuwXgiEtpqJh2RYAAKtsxSd/T8avcV+rL0UlIiLKR5hB5MBk0sgg0sySkTXbYuaQSVbOy4k5N2IGkE3ItTGZhUwjq9AWM4rEfBbVeO2sGJuYcSS2xZwfh35Vxo84JanKpRH+iBFjP0zK50LMmlHVIu5fzBSy5jKjSCxXJ1/F8b1hNNFEL9dGlRGkm7NjMDNIZ396GUP6mUcafXr5RQK9vCR1/pHQzHUmkaTVVDOaP+VSOvsy+seR6mfA4PbFTCMDuUJG8or0ti1Z8/I1ICJ38zP7o2/kOHyxfy7+PP0zAOD7w5/gdsoNvFy3D0xS5p8XiYiIvBnPICIiIvIgNsgueRCRMSbJjNfqDUC3mm/Zl609tQz/3fUB0qxpbqyMiIjINThBRERERESUCUmS8EzEK3ir4VCY/jnV9e9LmzB961DcS7vr5uqIiIicixNEREREHoQZRESep2XFDohuOhH+5gAAQNyNA5i0aQBu3b/u5sqIiIichxlEDnzMZvjkIIPIppNBZDKZNPvFzCAxo8gm5uLYlOOt4vp6GUVWcX2rcvtW7ewYMbNIK4NIHKvKfhFq1cutUWUC6WUYifsTjh0WMdNIeK7FvCXVayG8L8SMImWvOqPICDHXRuwXnztVfpNOJlBeZgwBqvwpxfoGa1ONF/ald6zq/ek8lzqZQ+p+cbhOno0nxd2o3rLCz4Tee1rM+dHbvk5blWGkkVlkJK8os03B8deFTu6VM7liQocTRES5VzcsEsNazsDM7SNxJzUBl5LOImZjPwxuPhnlQsLdXR4REVGu8QwiIiIiIqJsqFwsAqNbzUHJoDIAgFvJ1zFx47uIu3HAzZURERHlHieIiIiIPIjsgsvLZJ5BROQ0pQuXw+hWc1CpyMMAgPvpd/Hhlvfw96VNbq6MiIgodzhBRERERERkQGhAMQyPmonapRoDACy2dHy8czzWnlru3sKIiIhygRlEDkwmSZUXlK31dDI4xIwOsW0VMoX0MopsNjG7Rcg40skokoTMIVXGkFUcL7TFjCOx7bB9k4G8oox+4bkQXw6xbdEOOJHMwnNv0dmfkDEEq05GkZg5JLx2mhkoRvOIcplzo87tgU6/wYwhVUZRLravet2NHYtuppA4Xnxuxdp1n3uDmUJ6w/W250LGM4XETCDVBg1tTzVc3J+BXCEjeUUAIIkn2Tisrnp/uxAziIi8Q4BPIKKbTcTiPdOw9fwfkCHji/2zkZB8A91qveXW3+VEREQ5wTOIiIiIiIhywMfkg/80HIanH37ZvuyX41/h091TYbFZ3FgZERGRcZwgIiIi8iA2WXbJg4hcQ5IkPFf7P3i1Xn/7WZVbz6/GrG2jkGJJdnN1RERE2ccJIiIiIiKiXGpbpSv6RI6Dj8kXAHDo2l+YvGkgElNuubkyIiKi7GEGkQOTyWTPIDJpXDdu9JtYvQwiMffIaGaRKgNI6DeJ4y3K/VmFzCGbVZlRJG7fatHOMHJsyxr5RBn9Qv6RTk4NxByQdDEjSMgYsgi5G0KGkCprxipmFgltIdNIEjOIhDaE3SteSzEfRWQ0p0YcbzC3R7U9V2YMAerX0qQxVnfbym7dTCGdjCKj+U65ziQyuHpu6P360s0U0tugarzwM6mXA2QwN0grs0iVV6T6eRT6xefdsT9PM4hkF2QQ8QwiorzQuFwUQvyL4KPto3E//S7OJhzHxI0DMLj5FJQuXM7d5REREWniGUREREQeRP7ntvTOfhBR3qheoi5GtfoIxQJLAgCu3buMmI39ceZ2nJsrIyIi0sYJIiIiIiIiJyoXEo5RreagXEglAMCd1ARM3jQQB+J3urcwIiIiDZwgIiIi8iAPbnPv7AcR5a3ihUphZNRsVC9RFwCQak3BrO2jsPncKjdXRkRElDlmEDkwm0ww/5MHpMoYcWB0Vk2VuaHTL2ZFqDKLhEwh3YwioW0VcoCMZhRJQmaSmCvkmFkk7kvMjhEziiBmFKnGC22T8FyIL44q50Y8FmF7wrFCzBwSM4qs2plDYsiJIhMlt5kgBnNwVDk9RjOKxOdStf3sZwzpjdfPINLZll4GkdH8ptxmDBkMFXJmBpH4NtPdtN77UiPzJ1v7d2LGkN72VJlg4nvWSEaR+B4jIsqGIL/CGNx8Khb+NQl/X94Em2zDZ7unIiH5Jp6u/rLm500iIqK8xjOIiIiIPAhvc0+Uv/iZ/dAncgzaVO5iX/bjkc/wv/2zYZOtWa9IRESUxzhBRERERETkQibJjFfr9cfztXral/15+md8vHMC0qypbqyMiIjoX5wgIiIi8iDMICLKnyRJQsfqL6Fno+EwS2YAwO7LmzFty1DcS7vj5uqIiIiYQaRgMplgMmU+Z2Zy4TXi4qn/Jp0MIlnMANLJKBIziMRj1Msokizi+srnwmoWtmf5d30xG8YmZA7ZzMK+xPFiJpFZ7NfLqhEzjsTcG6HfIvRbtDOJYNXJKBLzURwzUcQ+o3KZOaTOINLbnsGMIVW/XuaRQwaRzrrisetmFumN13su9TKF9F5KF2YQ6V05ZDxzSMz0MTZenTmknTGklzmkl1mkyhlyGK/K9tBbV3zdHfpVPx9ERDnUvEI7hPgXxdwd45BqTcHxmwcxceMADG4+BcULlXJ3eUREVIDxIy8REZEH8YQMotjYWDRu3BjBwcEoVaoUunTpgri4OMWYlJQU9O3bF8WLF0fhwoXRrVs3XL16VXO7sixj7NixKFOmDAIDA9G2bVucOHHC8HNE5O3qlG6MEVGzEOJfFABw+c45xGzohwuJp91cGRERFWScICIiIvIgsgsuL5MNXmK2ceNG9O3bFzt27MCaNWuQnp6Odu3a4d69e/YxAwcOxMqVK/H9999j48aNuHz5Mp599lnN7U6dOhWzZ8/G/PnzsXPnTgQFBaF9+/ZISUnJ0XNF5M0qFX0Yo1vNRumgcgCA2yk3MGnTuzh2fb+bKyMiooKKE0RERESksGrVKvTo0QO1atVCvXr1sGTJEpw/fx67d+8GACQmJuKzzz7DjBkz8Pjjj6Nhw4ZYvHgxtm3bhh07dmS6TVmWMWvWLIwePRqdO3dG3bp1sXTpUly+fBnLly/Pw6Mj8hylCpfDqFazEV60OgAgOf0epm0dil0XN7i3MCIiKpCYQeTAJEn2rCFJI3BClWuRyXa0qDKDdOpSZRAJ3wSL2xPHqzKGdDKKbGazom0RcoKsVmXFJouYYfTv8ZuEfCKruC1VLo1wu1ehXxYzg8SMInG8zvqyKqdHuAxD7LeK/UJbzCgSv7R3fG10slh0qXJxhGZuc3lUbWG8XsZQLjKIVPvSzU/S6TeYIaTanshgBpHe74zc0Nuy+PtAPUBnC6rfL9rj1ZlDOjlAQr9qfZvOeI2cIa18okzXFffl2C2+n11IhvEzfrKzTQBISkpSLPf394e/v7/u+omJiQCAYsWKAQB2796N9PR0tG3b1j4mIiICFSpUwPbt29GkSRPVNs6cOYP4+HjFOqGhoYiMjMT27dvx4osvGj8wonwgJKAohrWcgf/uHI8DV3fBYkvHvF0fIDH1Fp6oon1WHhERkTPxDCIiIqIConz58ggNDbU/YmNjddex2WyIjo5G8+bNUbt2bQBAfHw8/Pz8UKRIEcXY0qVLIz4+PtPtPFheunTpbK9DVFAE+ARiQNMYtKzYAQAgQ8aX++fiu0MLeRdCIiLKMzyDiIiIyIPkJFQ6O9sEgAsXLiAkJMS+PDtnD/Xt2xeHDh3Cli1bnFoTESn5mHzw5iPvoUhAcayM+xIA8Nvxb3A7+QbeavgefEy+bq6QiIjyO55BREREVECEhIQoHnoTRP369cMvv/yC9evX46GHHrIvDwsLQ1paGhISEhTjr169irCwsEy39WC5eKczrXWIChpJktCt1lt4vf67kP75mL79wlrM2jYKyen33VwdERHldzyDyIEkmezZQ2I2hWOuUG4ziMyavWrqjCHteT0xY0g2KdtmgxlFJpNyf3oZRRaHrA6bkE8kCdsS2zaz2G8V+q1Cv/K5tonjxSwZnVwcCBlFYo6OLByPKpNIaEvCcFUmiqLT4BkDOu8zVY6OOFw3M8joeJ1cILNOv0NbFQFmMHNIfG70ngvVz7Rev0gv4ygvCe8jSSxOL5JIJ0NIPDK98cYzh8TN6YwXmw7r62YMqX7mxH05/Fsvl8qJHtx5zNnbNEKWZfTv3x/Lli3Dhg0bEB4eruhv2LAhfH19sW7dOnTr1g0AEBcXh/Pnz6Np06aZbjM8PBxhYWFYt24d6tevDyAjE2nnzp3o3bu38YMiyscer9wZoQHFMX9XDNJtaTh07W9M3jwQA5vFokhAMXeXR0RE+RTPICIiIiKFvn374osvvsBXX32F4OBgxMfHIz4+HsnJyQAywqXfeustDBo0COvXr8fu3bvxxhtvoGnTpoqA6oiICCxbtgxAxoRddHQ0YmJisGLFChw8eBCvv/46ypYtiy5durjjMIk8WsOyLTC05TQE+QYDAM4lnMDEDf0Rf/eimysjIqL8ihNEREREHuRBBpGzH0bMmzcPiYmJaN26NcqUKWN/fPvtt/YxM2fOxNNPP41u3bohKioKYWFh+OmnnxTbiYuLs98BDQCGDh2K/v37o1evXmjcuDHu3r2LVatWISAgIHdPGlE+Va14bYxs9RGKBZYCAFy/fwUTN/TH6VtH3VwZERHlR5Ksew/k/C8pKQmhoaF4/ts34FvID4D6MjHHSxXUfdrzbHqXnOWW+hI0m06/si1eUma1CZdp6VyCZrUKl5g5tFV9Foty28IlWxaLcrw1XTneKvTb0sXxNs1+8RIxWRiv6rfIhvphFS7j0LrETHWbe+1LZ3TvZy6+z8Rbxev0G76EzKWXmBncts5t6vUuIVNdkma0X5SXl5jp/ArX/Q2v+v1gcAPi21b3EjDVCsb2r7pMTGO83lixX1Xbv/+0plpwdP5uJCYmKkKenenB/4ve/WM4/IP0w6ONSL2Xio/aTXZp/VSwPHi/8j2VN24nX8f0rSNwMek0AMDPHIA+j45F/TJNdNYkIiLK/v+3eQYREREREZEHKxpYEiOiZiGiRH0AQJo1BbN3jMams7+7tzAiIspXOEFERETkQWRZdsmDiLxbkF9hDG4+GY+Waw0gI3x+0Z4PseLY//gzTkRETsEJIiIiIiIiL+Br9sM7j47GE1WetS/76chiLN03CzbZqrEmERGRPo++zb3VasX777+PL774AvHx8Shbtix69OiB0aNH2zNFZFnGuHHj8MknnyAhIQHNmzfHvHnzUK1aNafWorzNvSnLvox+7fwRvUwivUwjMWPILPTbZL31xQwiIddHNgv9Qq6PMN4q3PberJFBZBbGWszKjCHxtvcmIUvGZFb2W4XxknibeyH3xiZmFAnjZXG8SQgREnN9zGJGkfZttRVtVd5JLnNrdG5jr771u/Z4Z2cMGdqezr7UeUraGUHqzCJjmUMiw7e9zy0DXwyLP9+qUgzedl7sV21OeB9LqkwgoS1uTty+0dvea+QGqXatF/Mlvq4O2y5ot7knIs9lkkx4uW5fFAssiW8PLQAArD+zEgkpt9D70dHwMzs3w4yIiAoOjz6DaMqUKZg3bx7mzp2Lo0ePYsqUKZg6dSrmzJljHzN16lTMnj0b8+fPx86dOxEUFIT27dsjJSXFjZUTEREREbmGJEl48uH/Q69GI2GWMr5823tlK6ZuHoK7aUluro6IiLyVR08Qbdu2DZ07d0bHjh1RqVIlPPfcc2jXrh127doFIOOb8lmzZmH06NHo3Lkz6tati6VLl+Ly5ctYvny5e4snIiLKAU+4zT0ReYdmFdpiYLNYBPgEAgBO3jqMiRsH4Mb9eDdXRkRE3sijJ4iaNWuGdevW4fjx4wCA/fv3Y8uWLXjyyScBAGfOnEF8fDzatm1rXyc0NBSRkZHYvn17lttNTU1FUlKS4kFERERE5G1ql26EEVGzEOJfFABw5c55xGzojwuJp9xcGREReRuPziAaPnw4kpKSEBERAbPZDKvViokTJ+KVV14BAMTHZ3w7Urp0acV6pUuXtvdlJjY2FuPHj9fct1bGiF7mkLpfex7OaIaR3rye3p0sxG+SzUKOj9gvZhDJOhlFZtO/uUIWVaaQSRgrtM3KTCCLRdlvSdPOLBJzQqyqXBwhwFEYL2YSiRlIYkaRbBGea7OQ82GVs26rslp0AlL06GYQCU2xP5cZRMbHa7x2BjOF9DOGdJ4Lo/06jI4XGbkbjTpzSMz00Rmv2y9mEinHi4eqyixSva91crrUwUDa48Xd2bLsUtcO7QEysn5PupIs21RZc87YJhHlXxWLVMOY1nMxbeswXL17EQkpNzFpYzQGNJ2AGiUbuLs8IiLyEh59BtF3332HL7/8El999RX27NmDzz//HNOmTcPnn3+eq+2OGDECiYmJ9seFCxecVDEREVHu8BIzIsqJkkFlMLrVHFQuWgMAkGy5h+lbh2PnxfVuroyIiLyFR08Qvffeexg+fDhefPFF1KlTB6+99hoGDhyI2NhYAEBYWBgA4OrVq4r1rl69au/LjL+/P0JCQhQPIiIiIiJvFuwfimEtp6FeWBMAgMWWjnm7PsDqkz+4uTIiIvIGHj1BdP/+ffUlSWYzbP9c0hQeHo6wsDCsW7fO3p+UlISdO3eiadOmeVorERGRM8j/3ObemQ9eYkZUcPj7BGJAkw8QVfEp+7KvD/wX3xycBxt/FxARkQaPziB65plnMHHiRFSoUAG1atXC3r17MWPGDLz55psAMnI+oqOjERMTg2rVqiE8PBxjxoxB2bJl0aVLF7fVLWYO6WcWac/T5TbPRKSfUSRmDomZRFahLWYQ/Xs8PkImj8VqEdrKbZnFtk6GkckibE/ICTEJOTdWVWaRcCyqzCFl/WJGkWwSniursL4qg8hhvPgZzdkZROL7Rnib6WYQGc0Y0soUMrg/vXVVbfFnTKffaMaQ4Z9BvfG5vNzH8WdSN69IJ2NInTkk6fRrb0+dWWQsQ0j9cwFNWrlCsvi+sIkZQ9r7lkyyw7+166C8sWLFCsPrPPHEEwgMDHRBNcZ5e/3kPcwmM954ZDCKBpbAz8eWAgBWnfgeCSm38J+GQ+Fj8nVzhURE5Ik8eoJozpw5GDNmDPr06YNr166hbNmyePvttzF27Fj7mKFDh+LevXvo1asXEhIS0KJFC6xatQoBAQFurJyIiChnZFk2FFSe3W3mB0a//JEkCSdOnEDlypVdU5BB3l4/eRdJktC1Zg8UCSiOpfs+ggwbdlxYhzupCegX+T4CfYPcXSIREXkYj/5ONDg4GLNmzcK5c+eQnJyMU6dOISYmBn5+fvYxkiRhwoQJiI+PR0pKCtauXYuHH37YjVUTERGRq8THx8Nms2XrUahQIXeXq+Lt9ZP3eazyM+jfZDx8TRmfnw9f243YTQORkHzTzZUREZGn8egJIiIiooLG2flDDx75Qffu3Q1dbvXqq6961I0ovL1+8l6PlG2OoS2nIcgv4/10PvEkYjb2x5U7591cGREReRKPvsQsrzme1q86HV8jU0TMGNIjZg4ZzSTS25+YgSTSCysVb4cs/mFhNpk1+x0zicS8IjFTSC+jKD2TkHJFv9AWM4qs6cr9p5uU29fLtrGZleuLuTmqjCKLsi1Zs84oksUsFrEt0rtCRCeDSPW2MJoRZDBjSMws0s8VMmV/rOHMIbFf7Nb5GXZyDpguncuBtC4XUnXpZA6ptpXbzCLxfSyOF55K1a8jSXt7qpdCWN9xtCovSdwVtPsV287r9wBlavHixYbGz5s3z0WV5Iy310/erVrx2hjVajambxmKm8nXcON+PCZuHIDoZpNQtVhNd5dHREQegGcQEREReZAHX1Y4+0FEVDa4Aka3novyoVUAAHfTkjB182DsvbLNzZUREZEn4AQRERGRB7HJskse3i45ORmXLl1SLT98+LAbqjHO2+un/KNoYAmMiJqJGiUbAADSrKmYvX0sNp751c2VERGRu3GCiIiIiDzaDz/8gGrVqqFjx46oW7cudu7cae977bXX3FhZ9nh7/ZT/FPItjEHNYhH50GMAABk2LN47HcuPfs4zDomICjBmEDmB+M2s2Wi+iUDMGNLLFBLH62UYAWbNXr0wU/F4xUwji0PukCwr32JWs7KdLmQOiRlFJiHvyCyMFzOHxPXTzULmkPDiWITsGpNZzDASc3eUmURiRpG4fZtFeO2t/z53kpCtopfdohugItLJ6dHLIMp1ppDBzCKTZgaRmNsFoW1svEi1fh7nzeh9GDeSOaTOFNLLINLeoGq8+L5V5bUJ2xN/ncgGQoQyY+DvFlV+kZghJozXzCQSf35cSJZtullxOdmmN4uJicHu3btRunRp7N69G927d8fIkSPx8ssve8Ufs+6of9OmTfjwww+xe/duXLlyBcuWLUOXLl3s/Xfv3sXw4cOxfPly3Lx5E+Hh4RgwYADeeecdl9RDnsfX7Ie3G49CkYASWH3yewDA8qOf43byDbxeP1qVOUlERPkfJ4iIiIjIo6Wnp6N06dIAgIYNG2LTpk3o2rUrTp48mecTujnhjvrv3buHevXq4c0338Szzz6r6h80aBD+/PNPfPHFF6hUqRL++OMP9OnTB2XLlkWnTp1cUhN5HpNkwkt1e6NoYAl8czAjFH3j2V+RmHILvR8dA3+fADdXSEREeYmXmBEREXkQZhCplSpVCgcOHLC3ixUrhjVr1uDo0aOK5Z7KHfU/+eSTiImJQdeuXTPt37ZtG7p3747WrVujUqVK6NWrF+rVq4ddu3a5pB7ybB2qPY93Go+CWcr47nhf/HZM3TIEd1IT3VwZERHlJU4QERERkUf73//+h1KlSimW+fn54euvv8bGjRvdVFX2eWL9zZo1w4oVK3Dp0iXIsoz169fj+PHjaNeuXabjU1NTkZSUpHhQ/tKkfBsMbj4ZAT6FAACnbh3BxI0DcP1evJsrIyKivMJLzBxYbVaY/snPUWWSOHz7Ksli5lDuTg/XzwwSx2tnDom1mwzOA5olnYwiITNEzE9wvGZd/NbaarNmORZQZxT5CJlDFquQSSSsbzEr22JGkV7bmq6sL90kZBgJOSRWVS6PmEmk3L5s+fe5U2W56GUSGaR6WxrNHMplxpCY56SVOST2qzOExHW1M4NUl2yoMoqgydWXrOhmDunFxTisr84UMpY5pJdZZBNzfCSDGUXiePF9Lb4Yeu/7XPxYqDKJhJdZjEdSvifzMoNI/z2Sk216s4ceeki1LDY2FqVLl8abb76pWL5o0SJcv34dw4YNy6vydHli/XPmzEGvXr3w0EMPwcfHByaTCZ988gmioqIyHR8bG4vx48e7tCZyv5qlHsGIqFmYsXU4ElNvIf7uBcRs6IdBzSejYpGq7i6PiIhcjGcQERERkddZsGABIiIiVMtr1aqF+fPnu6EiY9xd/5w5c7Bjxw6sWLECu3fvxvTp09G3b1+sXbs20/EjRoxAYmKi/XHhwgWX10juUbFIVYxuPRdhhcsDABJTbyF2UzSOXNvj5sqIiMjVOEFERETkQZhBlD3x8fEoU6aMannJkiVx5coVN1RkjDvrT05OxsiRIzFjxgw888wzqFu3Lvr164f/+7//w7Rp0zJdx9/fHyEhIYoH5V8lg8IwutVsVClWEwCQYrmP6VuHY8eFdW6ujIiIXIkTRERERB5Ehs1+q3unPeDdt7nPTPny5bF161bV8q1bt6Js2bJuqMgYd9afnp6O9PR01aW+ZrMZNlv+e69QzhT2D8XQFtPQoEwzAIBVtmD+XxPx+4nv3FwZERG5CjOIHMiybM99sAlZOY65P7IsZvBIQlu7HwajLHKbOaS3vt7+RHrfRNscjl8cazMrnxsxk8hoRpHZlK5op6syipTH6mPW7k83C5lDQsaQRSdnxypmGlmUxyM7bM9mFbJZrMKHcr2sGB2qHB0nZxAZzRhSjxfzoBzyXlSZQeK6ULZ1Moh0M4oEzs4g0s0cEnN8TNkfr84AUg3W3Jf4x6D4+8qkyhAS36fic6X9PlYxeGKLeHwGI9w0dy0eiSKzyPPvpF7g9OzZE9HR0UhPT8fjjz8OAFi3bh2GDh2KwYMHu7k6fa6u/+7duzh58qS9febMGezbtw/FihVDhQoV0KpVK7z33nsIDAxExYoVsXHjRixduhQzZszI9b4p//D3CUC/yPH4376PsOHsLwCAbw/OR0LyDfxfnXcM52gSEZFn4wQRERGRB3HFJWH58RKz9957Dzdv3kSfPn2QlpYGAAgICMCwYcMwYsQIN1enz9X1//3333jsscfs7UGDBgEAunfvjiVLluCbb77BiBEj8Morr+DWrVuoWLEiJk6ciHfeeSfX+6b8xWwyo3uDgSgaWALLji4BAKw++QMSUm7iPw2Hwdfs594CiYjIaThBRERERF5HkiRMmTIFY8aMwdGjRxEYGIhq1arB39/f3aVli6vrb926tebZi2FhYVi8eLFT9kX5nyRJ6FzjdRQJKI4le2dChg07L65HUupt9G8yAYV8C7u7RCIicgJOEBEREXkQx8udnbnN/Kpw4cJo3Lixu8vIMW+vnwqWVuEdERpQDP/dNQFp1lQcvb4PsZuiMajZZBQNLOHu8oiIKJc4QeTAZrNlGc4oSTaHfwt5JsIHb722MgVHmdkDACZJHCHWkrvMIbFf0s0kEkIsNUerj8eRmM9kkZQZPTYhe0XMGNLLKPKxWjT7TcL2Mgvo1OoX29Z0ZT3pJuX+VRlFDplEkpA5JFuFLCubmB0DQ8QYHTEjSByglymkziASnyvt3CCzTgaR49tM73nPbcaQXs6W0Qwio398i5f7GM4o0sogMulkDgnZV2bhWHUzioTfT2ImkSz8vhDfxzYho0gSMozEfj2qXzdSFv+G+mdC7FfFKSm2xRAiT7R582YsWLAAp0+fxvfff49y5crhf//7H8LDw9GiRQt3l6fL2+ungql+maYY2nI6Zm0bibtpSbiQeBoxG/phcPMpKBtS0d3lERFRLjBZjoiIyIPILrjFfX48g+jHH39E+/btERgYiD179iA1NRUAkJiYiEmTJrm5On3eXj8VbFWL1cSoVrNRolAYAOBm8jVM3PQuTtw85ObKiIgoNzhBRERERF4nJiYG8+fPxyeffAJfX1/78ubNm2PPnj1urCx7vL1+ojLBFTC61RxUCK0KALiXloSpm4dgz+Wtbq6MiIhyihNEREREHuRBBpGzH/lNXFwcoqKiVMtDQ0ORkJCQ9wUZ5O31EwFAkcDiGBE1E7VKNQQApNvSMGfHOKw/vdLNlRERUU4wg8iBxWqFZM3IiBGfGKtDVo7RfBMxd0fM6DHrZA4ZZTRzSG+82K8v6+NRHbvJR7Pfx6bclkXIIPI1CxlA1nSh30doK7eXpmqLGUYmzXa6MF4yK587a7rw3Drk8DjmEQGATcwkUmUQCX/giX/v6USkqDKFxPeFwYwhMbNIlRMk5ggJz41WzpCqz2DmkNFMIpE4Prd/XIvrm3KROQQoM4x0M4PETDRJezxsYsaZdm02cYTq2ISMNWG8uH/xtTeaSaTF4I+M4ljyMoJIlm2q/284Y5v5TVhYGE6ePIlKlSoplm/ZsgWVK1d2T1EGeHv9RA8E+gZhYLNJ+HT3VOy4sA4ybPh830zcTrmBrjV6GP5/MBERuQ/PICIiIiKv07NnT7z77rvYuXMnJEnC5cuX8eWXX2LIkCHo3bu3u8vT5e31EznyMfmiV6MR6FDtBfuyFcf+h8V7pqtuMEJERJ6LZxARERF5kAfB0s7eZn4zfPhw2Gw2tGnTBvfv30dUVBT8/f0xZMgQ9O/f393l6fL2+olEJsmEF+u8g6KBJfDNgXmQIWPTud+QmHoLfR4dA3+fQHeXSEREOngGEREREXkdSZIwatQo3Lp1C4cOHcKOHTtw/fp1fPDBB+4uLVu8vX6irLSv+hx6PzoGPqaM8PX98TswZfNgJKUmuLcwIiLSxTOIHNhssj0Pw6qRYWKTtE+VNQn94rXXVjFzQ8j4Eb/plfTySwxe2m00c8hoJpFjxpE690I7b0nMIFJlDgnHbrUJmUFCnpPZlC60xX698do5O2ZVTo+QUSRsz7FfzOixWZXHKmYQqbJiDBJrE0NVcpsxZPbRHq967jT6xZ8Zo5lEIlfnH+hlFOn1iz/zehlEksN7QZ0xpJ2fJL6PxPE2ScgwEp572aqdMSQeqiqjyGAmkeq1E19KVVvW6FM2Zb1tOf5MmPIuQ8MVodL5MaQ6OTkZsiyjUKFCqFmzJs6dO4dPP/0UNWvWRLt27dxdni5vr59Iy6MPtUawfyhmbx+LZMs9nL59DBM3DsCQ5lNQMqiMu8sjIqIs8AwiIiIi8jqdO3fG0qVLAQAJCQmIjIzE9OnT0blzZ8ybN8/N1enz9vqJ9NQo2QAjW81CkYDiAICrdy/igw39cPb2cTdXRkREWeEEERERkQfhbe6zZ8+ePWjZsiUA4IcffkDp0qVx7tw5LF26FLNnz3Zzdfq8vX6i7CgfWgVjWs9F2eCKAICk1NuYvHkgDl39282VERFRZjhBRERERF7n/v37CA4OBgD88ccfePbZZ2EymdCkSROcO3fOzdXp8/b6ibKreKHSGNnqI1QtVgsAkGJJxsxtI7Dt/Bo3V0ZERKJsZRA9++yzhjc8f/58lCpVyvB67mSxWiFZjc+ZiU+iOr9IOztGL0/FJARl2GTt8WK/SdLO/TGaOSSpxmf9nJlM2vsWiVksZpOYbyJmFIkZQspXw8+mbKeZlJlFvmZlv485TWgr+8XcnDSzRbNfbKc7jDdZlOta07WzWGxCJpEq7EWHmBkkRruocn6MZgqZxdci55lE4nta9TOh6hePzd2ZQ8JrpzNezBUTty/mljken1Y+UfZqNdZvM5whJGxQzMLS2x6MZW/Jjr//dPOKhKaYUQT3nHXDDKLsqVq1KpYvX46uXbti9erVGDhwIADg2rVrCAkJcXN1+ry9fiIjCvuFYGjLaZi/KwZ7rmyFVbZi4d+xSEi5iSer/Z/L/79NRETZk63ZkOXLl8PPzw+hoaHZevz666+4e/euq2snIiKiAmrs2LEYMmQIKlWqhMjISDRt2hRAxtk4DRo0cHN1+ry9fiKj/Mz+6NfkfTwe3sm+7LtDC/HVgY9VNykhIiL3yPZdzGbPnp3tM4J++OGHHBdERERUkNlkWfess5xsM7957rnn0KJFC1y5cgX16tWzL2/Tpg26du3qxsqyx9vrJ8oJk2TGa/XfRZHAEvjpyCIAwJpTPyEh5SZ6NhoBP7OfmyskIirYsjVBtH79ehQrVizbG/39999Rrly5HBdFRERUUPESs+wLCwtDWFiYYtmjjz7qpmqM8/b6iXJCkiR0ingVRQKKY8ne6bDJNvx1aSOSUhMwoMkHCPIr7O4SiYgKrGxNELVq1crQRlu0aJGjYtzNarVAsmRcA+3aD9PKp90kWRVtveuwVRlAYq0GL+MWT+sVM4v0Moe0Mou08olyQqzVV5VJpHwurTYxc0jZn24VM4aUx+5j0s7V8TGna/Zr5fSkCX1WoTarVdm2WYWcGpux07FVuT5m4XXTyRTSygzKbLzuc6HKRDJp9GlnEInE92xuiZlCIvHsDFk26fSLbe3MIvH4HdfXyicCMssEUvaL64v0fhfqZRKJGUOq3YnHpsoFEhcI9UnCc2VyGKD3u1G1raz3LRn9xUouFxsbi9KlS+PNN99ULF+0aBGuX7+OYcOGuamy7PH2+olyK6rSkwgNKIqPd05AmjUFcTf2I3ZTNAY3j0XRwJLuLo+IqEAy/FfUb7/9htWrV6uWr169Gr///rtTiiIiIiqoPOE297GxsWjcuDGCg4NRqlQpdOnSBXFxcfb+W7duoX///qhevToCAwNRoUIFDBgwAImJiZrb7dGjByRJUjw6dOiQo+dpwYIFiIiIUC2vVasW5s+fn6Nt5iVvr5/IGeqFNcHwltMR7BcKALiYdBofbOiPS0ln3VsYEVEBZXiCaPjw4aozG4CMD7TDhw93SlFERETkPhs3bkTfvn2xY8cOrFmzBunp6WjXrh3u3bsHALh8+TIuX76MadOm4dChQ1iyZAlWrVqFt956S3fbHTp0wJUrV+yPr7/+Okc1xsfHo0yZMqrlJUuWxJUrV3K0zbzk7fUTOUvlYjUwqvUclCyU8fNwK/kaJm18F8dvHHRzZUREBU+2Q6ofOHHiBGrWrKlaHhERgZMnTzqlKCIiooLKEzKIVq1apWgvWbIEpUqVwu7duxEVFYXatWvjxx9/tPdXqVIFEydOxKuvvgqLxQIfn6w/Xvj7+6tyd3KifPny2Lp1K8LDwxXLt27dirJly+Z6+67m7fUTOVNY4YcwuvUczNg2AucSTuBe+h18uOU9vNN4FBqWa+nu8oiICgzDE0ShoaE4ffo0KlWqpFh+8uRJBAUFOasut7CmWyH5ODe7JDP6eSoWaNHLALLIyjO8TEIeiqSTOWSUup6sM4j0MolMQs6HDTr5J8Kx+JjELBdfRVvMKFJnDCl/JPxMyvV9zcp2qjlNWF87hyfNbMmyL92ifN0tVu1MInWOjXZujV47txlD6n7t8eL+HceL7+m8ziBSZw4pj0UvU0jdr50xpJdZZBPet479eplDIqMTBXoZRqp8JJ0MIUnIDJJ1+tUZRTr5TI6/M3Tyi9SxQhqZRfkkgigpKUnR9vf3h7+/v+56Dy4d07phRWJiIkJCQjQnhwBgw4YNKFWqFIoWLYrHH38cMTExKF68eDaqV+rZsyeio6ORnp6Oxx9/HACwbt06DB06FIMHDza8vbzm7fUTOVtoQDEMbzkTH+98H4eu/Y10Wxrm7hyP1+r3x+OVO7u7PCKiAsHwBFHnzp0RHR2NZcuWoUqVKgAyJocGDx6MTp06Ob1AIiKigkSWnX+jhAebK1++vGL5uHHj8P7772uua7PZEB0djebNm6N27dqZjrlx4wY++OAD9OrVS3NbHTp0wLPPPovw8HCcOnUKI0eOxJNPPont27erJpn1vPfee7h58yb69OmDtLSMyfqAgAAMGzYMI0aMMLQtd/D2+olcIdC3EKKbTcSiPdOw7fwayLBh6b6PcCv5BrrVfFP3Ri5ERJQ7hieIpk6dig4dOiAiIgIPPfQQAODixYto2bIlpk2b5vQCiYiIyDkuXLiAkJAQezs7Zw/17dsXhw4dwpYtWzLtT0pKQseOHVGzZk3dyaYXX3zR/u86deqgbt26qFKlCjZs2IA2bdpk7yAApKeno0OHDpg/fz7GjBmDo0ePIjAwENWqVcvWMbmbt9dP5Eo+Jl/0bDgcRQKK47fj3wAAfon7EokpN9G9wSD4mAz/+UJERNmUo0vMtm3bhjVr1mD//v0IDAxE3bp1ERUV5Yr6iIiIChRXZhCFhIQoJoj09OvXD7/88gs2bdpk/1LI0Z07d9ChQwcEBwdj2bJl8PX1zWQrWatcuTJKlCiBkydPGpog8vX1xYEDBwAAhQsXRuPGjQ3t1928vX4iV5MkCS/U7oWigSXw1f6PIUPG5nOrkJhyC30ixyHAJ9DdJRIR5Us5moKXJAnt2rVDVFQU/P39883pnhaLFbBknl2i9WHd2R/kxZdFksTMICFjSOf5t0A7s8imk39iEvNYDOS7qDKIIGbJaG/Lx2CWjJhJJLYtJu0MIl+zsj/dKmQMWYRcHclY7o6POT3LPrNDH6DOJBIziPSyZkTOzyDSySRStfUyiUxZ9on03jd6v5MM5/AI7yPjmUMmoV97fatN+2fc6vDaq/OStFmF9434uueecOzi7x9htKp+g5lGYjaQol+VOSS8ThD7xZ8Rjf26kE2WVe8JZ2zTCFmW0b9/fyxbtgwbNmxQBSkDGWcOtW/fHv7+/lixYgUCAgIM13Xx4kXcvHkz07t56Xn11Vfx2WefYfLkyYbX9QTeXj9RXniiyrMoElAcC/6aBIstHQeu7sKUTYMwsNkkhAQUdXd5RET5juEJIpvNhokTJ2L+/Pm4evUqjh8/jsqVK2PMmDGoVKlStm5xS0RERJ6rb9+++Oqrr/Dzzz8jODgY8fHxADLOIg4MDERSUhLatWuH+/fv44svvkBSUpI9ALtkyZL2CeWIiAjExsaia9euuHv3LsaPH49u3bohLCwMp06dwtChQ1G1alW0b9/ecI0WiwWLFi3C2rVr0bBhQ9WNMmbMmJHLZ8G1vL1+orzSuFwrBPsVwUc7RiM5/R7OJMRh4sYBGNx8MkoVLufu8oiI8hXDE0QxMTH4/PPPMXXqVPTs2dO+vHbt2pg1axYniIiIiHLBE25zP2/ePABA69atFcsXL16MHj16YM+ePdi5cycAoGrVqooxZ86csd/pNC4uzn4HNLPZjAMHDuDzzz9HQkICypYti3bt2uGDDz7IUe7OoUOH8MgjjwAAjh8/rujzhjObvb1+orwUUbIeRkXNxvStw3A75Qau3ruEmI0DMLDZJIQXre7u8oiI8g3DE0RLly7FwoUL0aZNG7zzzjv25fXq1cOxY8ecWhwRERHlPb0JpdatW2dr0slxTGBgIFavXp3r2h5Yv36907blDt5eP1Feeyg0HKNbz8X0rcNw+c45JKXexuRNA9GvyXjUKc0cLyIiZzA8QXTp0iXVt4VAxqVn6enpmazhPawWK6R/MojED74+cta339X7kOz8jCJjxLwWi037m0l1RpGQy6HKV8l+rpAqk8hg2ygxO8ZHrN2kDFS1yMrslzRVbo7yR8bPrFzfz6LsFzOOUs3/ZhrpZ/go+y1WZSaRmEGklzEivq76GUTK/fsYziAy1u/4WqtrNfY+UL+HjeavaD+3+plE2v1ixpAk5n6pMoeU45X7yt2ZBmImkep9ocoE0n4fqdom4bkXf59IYrfYL6wv1iMmCUlZ/DsTqn1rD887LjiDCG7+/xARkTMUL1QKo1rNxkfbR+P4zYNItaZg1raRePOR99C8Yjt3l0dE5PUMTxDVrFkTmzdvRsWKFRXLf/jhBzRo0MBphRERERHpOXLkCM6fP4+0NOVNBTp16uSmiozx9vqJ8lqQXzCGtPgQC/6aiN2XN8MqW/HJ7sm4nXIDHR9+iZdoEhHlguEJorFjx6J79+64dOkSbDYbfvrpJ8TFxWHp0qX45ZdfXFEjERFRgSHDBRlEnnN+lNOcPn0aXbt2xcGDByFJkv05e/DHoXjnR0/j7fUTuZOf2Q99I8fiy/1zse70zwCAHw5/itvJN/BKvb4wSVmf+U9ERFkzfP1O586dsXLlSqxduxZBQUEYO3Ysjh49ipUrV+KJJ55wRY1ERERECu+++y7Cw8Nx7do1FCpUCIcPH8amTZvQqFEjbNiwwd3l6fL2+onczSSZ8Wq9AXiu1n/sy9adXo7/7vwAadY0jTWJiCgrhs8gAoCWLVtizZo1zq7F7awWK6T0f05LFTKHLA7f5orf7Mq+2t/M6uWfeFqGkZj3osoFEvJVAOd9S6OXQWTOZSaRyKrKmlG2/YSMojSzMmdL/AAiZg6JmUW+Dm29jB4fcV8WZVvMjrFp5NQA6tdVPAXbaIaQr9lH6NfLKBIzh7LOrlLl4Bify9Zkg/geVtLLFBJ/pvUyi1SZQ6qMITGzSLs+5c6EsSbXfmsqHptuBpEqwwia/aorA4xkDulRbVw8Fq3evOMJdzHzBtu3b8eff/6JEiVKwGQywWQyoUWLFoiNjcWAAQOwd+9ed5eoydvrJ/IEkiTh6eovo0hAcSza8yFssg1/X96EO1sTMKDJBwjyC3Z3iUREXsXwX10XLlzAxYsX7e1du3YhOjoaCxcudGphREREBdGDCSJnP/Ibq9WK4OCMP/5KlCiBy5cvAwAqVqyIuLg4d5aWLd5eP5EnaVGxPaKbToK/OQAAEHfjACZtehc3719zc2VERN7F8ATRyy+/bL81a3x8PNq2bYtdu3Zh1KhRmDBhgtMLJCIiIhLVrl0b+/fvBwBERkZi6tSp2Lp1KyZMmIDKlSu7uTp93l4/kaepG/YohkfNRLB/EQDApaSziNnQDxcTz7i3MCIiL2J4gujQoUN49NFHAQDfffcd6tSpg23btuHLL7/EkiVLnF0fERFRgcIziLJn9OjRsP1zieWECRNw5swZtGzZEr/99htmz57t5ur0eXv9RJ4ovGh1jG41B6WCygIAbqfcwKRN7yLuxn43V0ZE5B0MZxClp6fD398fALB27Vr7bVgjIiJw5coV51aXx2zpVljNGSEU4odpk+3fuTRVBpHYFiJB9DKK3P3BXZX3YlPOG1p0cn+0MotU2S3IOncmO/QyivTGi8T6RBabRdH2sSl/ZMSMIj+zn6Lta04R+v9dX8wrEtupZmW+ka/QTrcqa9PLsVG/TkYziJRtoxlEYo6QeLyO9Yi15pZepo+Yq6OXOSRmGKkyhsTfH8JzbdHJi5LFoB4jxPeBKnsqdxlC4rHIBtdX5/6I44Xfp8La6hwhsfvf/vx45y76V/v27e3/rlq1Ko4dO4Zbt26haNGiXnGba2+vn8hTlS5cDqNbzcHMbSNxJiEO99Pv4sMtQ/F241FoXC7K3eUREXk0w3+F1apVC/Pnz8fmzZuxZs0adOjQAQBw+fJlFC9e3OkFEhERFSQ8g0jb2LFjsXv37kz7ihUr5vGTK95eP5E3CAkoimFRM1CndMZVDxZbOv67czzWnlrm5sqIiDyb4QmiKVOmYMGCBWjdujVeeukl1KtXDwCwYsUK+6VnRERERK5w8eJFPPnkk3jooYfQu3dv/P7770hL855bWnt7/UTeIsAnEO82jUHzChln68mQ8cX+Ofj+0Cf5atKciMiZDF9i1rp1a9y4cQNJSUkoWrSofXmvXr1QqFAhpxaX16xpVsD0zyVmNuEyBx+HtvD/FPH/Mar/5+hdkqbTVl/+ov0/Nb1+XQbfFarLZzQuDzKZlX3qS3mUbaOXoPlI2sWrtqfzRa24PT+zsj7VJWjibe8l8TIyx9vci5doKdu+QjtZvCTNKt723iq0xedS+9If8ZIw8RIw1SVmwuV1euPVlwdmfbmh2GeU/s+IziVksvbleuIlYibh8jyrrOy3GbxkTHXJmiRe/pf1unq3ode7RCy3l5Dpnf0g/gjqXP2XjVvTC/Xmg8vKZFs2npccbDO/WLRoEWw2G7Zu3YqVK1ciOjoaV65cwRNPPIHOnTvj6aefRrFixdxdZpa8vX4ib+Jj8sF/Gg5F0cAS+CXuSwDAr8e/RkLKTbzxyBDF5zIiIsrBGURnzpzB6dOnFZNDQEY20f37951WGBEREVFmTCYTWrZsialTpyIuLg47d+5EZGQkFixYgDJlyiAqKgrTpk3DpUuX3F1qpry9fiJvIkkSnqv1Fl6tNwDSP98Mbj3/B2ZtG4XkdP7tQkTkyPAEUY8ePbBt2zbV8p07d6JHjx7OqImIiKjgkmXXPPKxGjVqYOjQodi6dSsuXryIHj16YPPmzfj666/dXVq2eHv9RN6gbZUu6Bs5Dj7/nAF96NpfmLJ5EBJTbrm5MiIiz2H4vMq9e/eiefPmquVNmjRBv379nFIUERFRQeWKUOn8mLcxaNCgTJdLkoSAgAB06dIFnTt3zuOqss/b6yfyRo3KReE9/yL4aPto3E+/i7MJxxGzsT+GNJ+K0oXLubs8IiK3MzxBJEkS7ty5o1qemJgIq1X71s2ezmaxQkr/J89CK1hI1aUdQmQ0cyi3bTGDRMxP0bvlt0quLs9W3vbdJCkze0wmZX6IXiaRUercGyHLJZe3U08XjsfPpDzeNOHW9H5WP4ex2hk+eu0Uq/Zt7/VeZzHXRpUhpMpP0s4Y8jMrj0fMshEzlrTypYxmEBnNHBKfG7FfzBiyyeKt4oXMIfG29cJT7+y7Elkdti/eFl58XVS/Lwze9l6kl2kkvuuMbo8ou/bu3Ys9e/bAarWievXqAIDjx4/DbDYjIiIC//3vfzFkyBBs3rwZNWvWdHO1at5eP5G3ql6iLka1+gjTtw7HreTruH7vCmI29sfAppNQuViEu8sjInIrw38dR0VFITY2VjEZZLVaERsbixYtWji1OCIiooKGt7nPns6dO6Nt27a4fPkydu/ejd27d+PixYt44okn8NJLL+HSpUto2bIlBg4c6O5SM+Xt9RN5s3Ih4Rjdai4eCgkHANxJTcDkzYNwIH6nmysjInIvSTb4qfHw4cNo1aoVihQpgpYtWwIANm/ejKSkJPz555+oXbu2Swp1paSkJISGhqLO8GYw+2ec5WDyEc48cWibfMxZ9gGAWdUvnIkhtM2+Yr/yTAsfs3a/r6qtPJPDV1jfT+j381Ge9eJr9tHsF8988RXOHPFzWN/XLKwrjlWdReOj2fY3i2ckCWfBSNpnqTj9DCLhLmbimShpNuVZPqkOZ/2kWFIUffctyYp2crqyP9WSqmjzDKJ/uf4MIu27nIlnEKnWh/Z4vfW17lCnd/c6i/C+EPvF9W2q9bX7jY4XzzSVrbJmv024o6TNKryWYj0O/eqxwtlUuv3/tq0pFuyftAWJiYkICQmBKzz4f1GLj56CT6Cv/goGWJLTseXd31xaf14rV64c1qxZozq75vDhw2jXrh0uXbqEPXv2oF27drhx44abqsyat9f/4P2an95TVPDcS7uL2TtGI+7GAQAZn03eeGQIWlbs4ObKiIicK7v/3zb813GtWrVw4MABvPDCC7h27Rru3LmD119/HceOHfPKySEiIiJPwjOIsicxMRHXrl1TLb9+/TqSkpIAAEWKFEFaWppqjCfw9vqJ8oMgv8IY3HwqGpWLApDxBdBnu6dixbEv8uXvTSIiPYbSZdLT09GhQwfMnz8fkyZNclVNbiOnWSH/c+aC+K214zfLqm+ZbaYsxwKAyabzjbfqG3DhG3Nf8WwHoxlF2t9E650dIZLNefc/TPEsE7E2rbNQMusXzxjSO8NIb/viGU5ifT424Wwsh4wiX52zpfyEs6XupyvPMPIVzihKtSj/iBDPQhGJZ+mIxyqeGaaXiSSeIST2G3lu9Z53vfeoXpaV3hlD4v7VZxQZO8PJIpQrC7k/NqFtksTcoKzbsvA6im0x48fZGULu5swP8PxbwLt07twZb775JqZPn47GjRsDAP766y8MGTIEXbp0AQDs2rULDz/8sBurzJq310+UX/iZ/dDn0TH46sB/sfbUMgDAT0cWISHlJl6t1w8m4YxqIqL8zNAEka+vLw4cOOCqWoiIiAo8V9yVPj9Ofi1YsAADBw7Eiy++CIsl41JKHx8fdO/eHTNnzgQARERE4NNPP3VnmVny9vqJ8hOTZMYrdfuhWGBJfHdoIQDgz9M/IzHlJt5uPAp+Zn83V0hElDcMX2L26quv4rPPPnNFLURERETZUrhwYXzyySe4efMm9u7di7179+LmzZtYuHAhgoKCAAD169dH/fr13VtoFry9fqL8RpIkPPXwi+jZaLg9h3H35S34cMt7uJuW5ObqiIjyhuEbmFssFixatAhr165Fw4YN7R9iHpgxY4bTiiMiIipoXJEZlJ+zNAoXLoy6deu6u4wc8/b6ifKb5hXaIdS/KObufB8plmScuHkIkza+i8HNJ6N4odLuLo+IyKUMTxAdOnQIjzzyCADg+PHjij5XZFVcunQJw4YNw++//4779++jatWqWLx4MRo1agQg40PvuHHj8MknnyAhIQHNmzfHvHnzUK1aNcP7sqXZIEkZCRySkCOkiAARPmeLn7vVbXGBsfXFBfqZQ3pt7Uwjkbi+0TtGadHLwTEJdwnTzRwya2cW5TaDyOhdz/xUWTf/Ho9e5pBP+n1lW7gG/r5OJpDenbhyn0GknaEk1qv32hlhNIPIIovPhXaWlV5+k9EMIvUGhLbw1Kh+RjVyhMS70YkbF19n7SPT/z2e55lEBic2NCdCVL8Ls7+tPJ1g4TVmhhw5cgTnz59XhTl36tTJTRUZ4+31E+VHtUs3xvCWMzFj2wgkpd7G5TvnELOhPwY1n4zyoZXdXR4RkcsYniBav369K+rI1O3bt9G8eXM89thj+P3331GyZEmcOHECRYsWtY+ZOnUqZs+ejc8//xzh4eEYM2YM2rdvjyNHjiAgICDPaiUiIqK8c/r0aXTt2hUHDx6EJEn2SbwHk5hWq950qHt5e/1E+V2log9jdOs5mL5lGK7eu4TbKTcwaeO7GND0A9QoWd/d5RERuYTzvtJ3gSlTpqB8+fJYvHgxHn30UYSHh6Ndu3aoUqUKgIxvdGfNmoXRo0ejc+fOqFu3LpYuXYrLly9j+fLl7i2eiIgoB3ib++x59913ER4ejmvXrqFQoUI4fPgwNm3ahEaNGmHDhg3uLk+Xt9dPVBCUCiqLUa3nILxodQBAsuUepm8dhl0XN7i3MCIiFzF8BhEA/P333/juu+8yPSX6p59+ckphALBixQq0b98ezz//PDZu3Ihy5cqhT58+6NmzJwDgzJkziI+PR9u2be3rhIaGIjIyEtu3b8eLL76Y6XZTU1ORmvrvLcKTkhg8R0RE5E22b9+OP//8EyVKlIDJZILJZEKLFi0QGxuLAQMGYO/eve4uUZO3109UUIT4F8HwljPw8c4JOHB1Jyy2dMzb9QESU27hiarPurs8IiKnMjxB9M033+D1119H+/bt8ccff6Bdu3Y4fvw4rl69iq5duzq1uNOnT2PevHkYNGgQRo4cib/++gsDBgyAn58funfvjvj4eABA6dLKwLjSpUvb+zITGxuL8ePHq5bL6TbIpn/yO8SMEYcvX21iPpHQhtCWddomm03o127bxH6DGURiFo3Ytgrbt/poZxaJeS42H2WWjtZYdb/wXBp8h6oyhEzKtlXMntHJolFlFsFYro6P8Dbylf7N9REze/xtQgaRJPSLGUXC+ilCf5pVOXkr5uqo85aUxaoykkxiJpF2BlFu85scia+bSJU5JGZXyULGkE4mkS5VNpaY7yT8DErauUA2iBlD4msjbu/ftlXIHNLLCFLv270Mn9liZLxevpvetjWy51yJEUTZY7VaERwcDAAoUaIELl++jOrVq6NixYqIi4tzc3X6vL1+ooLE3ycQ7zaNwZK9M7D53O+QIePLA3NxK/k6nq/d06k5i0RE7mT4t9mkSZMwc+ZMrFy5En5+fvjoo49w7NgxvPDCC6hQoYJTi7PZbHjkkUcwadIkNGjQAL169ULPnj0xf/78XG13xIgRSExMtD8uXLjgpIqJiIgoL9SuXRv79+8HAERGRmLq1KnYunUrJkyYgMqVPT9E1tvrJypozCYz3nxkCJ6p/qp92e8nvsUnf0+GxZbuxsqIiJzH8ATRqVOn0LFjRwCAn58f7t27B0mSMHDgQCxcuNCpxZUpUwY1a9ZULKtRowbOnz8PAAgLCwMAXL16VTHm6tWr9r7M+Pv7IyQkRPEgIiLyCA9OIXL2I58ZPXq0/YzaCRMm4MyZM2jZsiV+++03zJ49283V6fP2+okKIkmS0K3Wm3i9fjSkf/6M2n5hLWZuG4lk4e6zRETeyPAlZkWLFsWdO3cAAOXKlcOhQ4dQp04dJCQk4P595/5ibN68ueo06+PHj6NixYoAgPDwcISFhWHdunWoX78+gIw8oZ07d6J3795OrYWIiIg8R/v27e3/rlq1Ko4dO4Zbt26haNGiupdaegJvr5+oIHu8cieEBhTD/F0xSLel4fC13Zi8KRoDm09GkYBi7i6PiCjHDE8QRUVFYc2aNahTpw6ef/55vPvuu/jzzz+xZs0atGnTxqnFDRw4EM2aNcOkSZPwwgsvYNeuXVi4cKH9TCVJkhAdHY2YmBhUq1bNfpv7smXLokuXLob3J6fbIEv/ZJPYlCdXOeYGiZlDYludMWQsk0idm2EwY8gqtMVMIZ1MI5uPXsaR2J/1eL28I5Fuv9m5iSliLo5eFo06t0cns0jjmnR/WZkZlC7k2qgyiqzaGUR+lhRFO0Voi7k7IhN0MoiEjCNfncwhVdvACYs2iLlXxtrivsVMIjF4R8wAMnpupXr/Qs6PTqYQZDEfSrm+J93s2mhmkPHxBtcXux3a+utm/3evnIchRK6461h+vItZZooV8+4/zLy9fqKCpGHZFhjachpmbRuFe+l3cC7xJCZu6I/BzScjLLi8u8sjIsoRwxNEc+fORUpKxh+eo0aNgq+vL7Zt24Zu3bph9OjRTi2ucePGWLZsGUaMGIEJEyYgPDwcs2bNwiuvvGIfM3ToUNy7dw+9evVCQkICWrRogVWrViEgIMCptRAREeUFGc6f0Mmv00MpKSk4cOAArl27pvqyo1OnTm6qKvu8vX6igq5a8doY1Wo2pm8dhpvJ13D9/hVM3DgA0c0moUqxGu4uj4jIMMMTRI7fbplMJgwfPtypBYmefvppPP3001n2S5KECRMmYMKECS6tg4iIiDzHqlWr8Prrr+PGjRuqPkmSYLV60rl3at5ePxFlKBtSEaNbz8GMbSNwIfE07qQlYsrmwejz6FjUL9PE3eURERmSrQspkpKSDG30QUYRERERGSS76JHP9O/fH88//zyuXLkCm82meHjD5Iq3109E/yoaWBIjomYhokR9AECaNQWzd4zGxrO/ubcwIiKDsnUGUdGiRXHlyhWUKlUqWxstV64c9u3b53W3aZXTbJD/ySIRo2gkm0MmiBhTo8oQ0s7dkdQhG5pt2WYW2toZRjZVv07mkE5bL4NIK2dIzGZRrQsxH0n5oVgva0ak1y/Sy80Rc4FMJuVroZu7o2or13ekyhwSMopSTWma430kZVvMCEq1KtcXibWK6/uZtDOQjOQvZcbxtbMazByyyMLrZPB9IGYUmYS/ptWvo3bmkSpjSCdFSMxnssJ1mUR6OV96GWd629MbL740+hlrRscrQoiEfRvbtuJtkA8nWLzd1atXMWjQIJQuXdrdpeSIt9dPREqFfAtjcPPJ+OTvydh1aQNssg2L90xDQvJNdIp4leHzROQVsjVBJMsyPv30UxQuXDhbG01PT89VUURERAUVQ6qz57nnnsOGDRtQpUoVd5eSI95ePxGp+Zr98M6jo1HkYHH8cfJHAMCyo4txO+UGXqs3AGZT1l8UEhF5gmxNEFWoUAGffPJJtjcaFhYGX1/fHBdFREREpGXu3Ll4/vnnsXnzZtSpU0f1uWPAgAFuqix7vL1+IsqcSTLh5bp9UTSwJL49OB8AsOHMSiSm3MQ7jUfD34c30iEiz5WtCaKzZ8+6uAwiIiICeAZRdn399df4448/EBAQgA0bNigu35AkyeMnWLy9fiLS9mS1FxDqXwyf7Z4Kq2zB3ivb8OGWIYhuOhGF/UPdXR4RUaYM38UsP5PTbZD/+YAmRojIssN1w+LnbFm4pljsFzOKdDOD9NomzX6TmCGkmylkrG21iblBWbf1xlqEzCGrj14GkU4ekk/uMorE/kDhWx5V1oysbIvri+Mdc3rE3BlI2j+OPiblt8v+ZmUmkJgZlGzxE9opylqF/CexHjFjSNy+2K91rJnRyhnSyxwSs6HEXDALlP1iLTa9rCid11EkqfrFDCHtjCE9erlBjoxOBBjOEMrl7w9VLpDRTDbd9bPelGqBzu9aaOQZkfuNGjUK48ePx/Dhw2EyGcs88wTeXj8R6WtWoS1CA4pizo5xSLHcx8lbRzBx07sY3HwyShQKc3d5REQq/ERCRETkSXgXs2xJS0vD//3f/3nt5Iq3109E2VOrVEOMiJqFUP9iAIArd84jZkN/nE845ebKiIjU+KmEiIjIk/xziZkzH/nxDKju3bvj22+/dXcZOebt9RNR9lUsUhWjW89BWOGHAAAJKTcRuykaR67tcXNlRERKvMSMiIiIvI7VasXUqVOxevVq1K1bVxXyPGPGDDdVlj3eXj8RGVMyqAxGtZqDmdtG4vTto0i23MP0rcPRs9FwNCn/uLvLIyICYGCCaN++fahfv74LS3E/2SpDtvzzLauYVZOLDCJZ6BfzjfTa6u3ptbPO5MhsvCoDySpmJGnnCIn9jm2bmDEktMUMIbF2MR9F3dbOqlG1da6zsJm1M4qMUmXPONQj9omZPmZJeStUH1nZbzMpM4bEjCI/U7Lm9i1Cjo9ePb6Sr2a/SMz90cocEtvpcrrmWF3CcJuknSmklzHkamIelO54h+dD/BlSjzWY4SPIbeaQzao33uD+dDPaHJ4Pg/tS/a502LYqn8iVXHFJWP47gQgHDx5EgwYNAACHDh1S9DkGPnsqb6+fiIwL9g/FsJbT8d9dE7A/fgessgXz/4pBYspNtK/2vLvLIyLK/gRRZGQkxo0bxzBFIiIicrv169e7u4Rc8fb6iShn/H0CMKDJB/h830xsOvsbAODrg/NwK/kG/q/O227/0oqICrZs/wZatmwZ/vvf/6JZs2Y4ceKEK2siIiIqsJydP2TPIcoHDhw4oDprVcvhw4dhsVj0B+YRb6+fiJzDbDLjjQaD0Tnidfuy1Se/x8K/JsFiS9dYk4jItbI9QfTUU0/h8OHDiIiIQIMGDTBnzhxX1kVERESk0KBBA9y8eTPb45s2bYrz58+7sCJjvL1+InIeSZLQtWYP9GgwCNI/f5LtuPgnZmwdgeT0e26ujogKKkMh1aGhoViyZAmefvppvPjiixg9ejTMZmVOyq1bt5xaYF6S022Q8c91/6rcoH/n0lSZH8JYsVuyCVkC4peHYraFTcwAUrYlnfF6GR0m4dtLWa+diwwSvQwhcV0x30jMLLL6CG1ZO+PIotf2sQj9yrYqNwfaOTpGfqLMZu35Wb1MIJG/7K9sCxlFvsL6qdY0ze2J48X9m4SMJD024bUSn7t0x+deeFrTofw2TXxuxLwjm07GkDje1d/P62VjqcdrZ23l5mdML/dLN2PMaKaRWJ/u7x+d32cGMtZUuUEGf1cqxudpBpEL7jqWT84gkmUZY8aMQaFChbI1Pi1N+/dcXvP2+onI+VqHP43QgGKYt+sDpFlTceT6HkzaFI3BzSajSGBxd5dHRAWM4buY/fXXXxgzZgyqVauGIUOGwMeHN0IjIiIi14uKikJcXFy2xzdt2hSBgYEurMgYb6+fiFyjQZlmGNpiGmZuH4V7aUm4kHgKH2zshyHNp6BMcAV3l0dEBUi2Z3csFgvGjRuHadOmoW/fvpg0aRICAgJcWRsREVGB4wknEMXGxuKnn37CsWPHEBgYiGbNmmHKlCmoXr26fUzr1q2xceNGxXpvv/025s+fr1GHjHHjxuGTTz5BQkICmjdvjnnz5qFatWrZqmvDhg3GDsTDeHv9ROQ6VYvXwqhWszF96zDcvH8VN+9fRczGARjYdCKqFq/l7vKIqIDIdgbRI488gq+//hqrV6/GjBkzODlERETkCg9miJz9MGDjxo3o27cvduzYgTVr1iA9PR3t2rXDvXvKXIyePXviypUr9sfUqVM1tzt16lTMnj0b8+fPx86dOxEUFIT27dsjJSXF8NNERJTflA2ugNGt5qB8aBUAwL20JEzdMgR7L291c2VEVFBk+wyiRx99FDNnzkRwcLAr63ErZQaRMHfmmNshZA6JYyUx40M1Dyfmj2jsC1B/sNfJHJF0xqvbYrd25ocqk8Sadb9unokqc0gng0inbfHRzhxS56doZ8MYbasyi3yyf7caE8ScHGXGj5ij42vy1dyemCEkjk+2JivaYu2+knYGkR7xubHI2vlOWuuaoZ0xZJTWvrNTj0jvfaTuz11OkOP66gwh8WckdxlCuj//Bn4fZLS1M9Z061HlBmWdYWQoYyiTtta2vFVSUpKi7e/vD39/f9W4VatWKdpLlixBqVKlsHv3bkRFRdmXFypUCGFhYdnatyzLmDVrFkaPHo3OnTsDAJYuXYrSpUtj+fLlePHFF40eDhFRvlM0sARGRs3CnB3jcOT6HqRZUzF7xzh0bxCN1uFPu7s8Isrnsv1X1qeffpqvJ4eIiIg8gStPICpfvjxCQ0Ptj9jY2GzVlJiYCAAoVqyYYvmXX36JEiVKoHbt2hgxYgTu37+f5TbOnDmD+Ph4tG3b1r4sNDQUkZGR2L59u8FnibTExsaicePGCA4ORqlSpdClSxdV9lFKSgr69u2L4sWLo3DhwujWrRuuXr3qpoqJyFGgbxAGNY9Fk4ceBwDIsGHJ3hlYdmSJ+mYNREROxIRpIiKiAuLChQsICQmxtzM7e0hks9kQHR2N5s2bo3bt2vblL7/8MipWrIiyZcviwIEDGDZsGOLi4vDTTz9lup34+HgAQOnSpRXLS5cube8j53hwiWDjxo1hsVgwcuRItGvXDkeOHEFQUBAAYODAgfj111/x/fffIzQ0FP369cOzzz6LrVt5KQuRJ/Ax+aJX45EoElgcq058DwD4+dhSJKTcxOv1o2E2GbubLBFRdnCCiIiIyJO4MKU6JCREMUGUHX379sWhQ4ewZcsWxfJevXrZ/12nTh2UKVMGbdq0walTp1ClSpXc10w5pneJYGJiIj777DN89dVXePzxjDMUFi9ejBo1amDHjh1o0qSJO8omIoFJMuHFOr1RNKAEvj44DwCw8eyvSEy5hd6PjoG/DzNhici5OEHkQLbKkE0PPpSLOUAOuUNa+UTiWACSKuNHzDASCxH6dTOMtInRGfoRRXoZRdptxwVG8030sljE/BR1Wyf7RXjurDZlLo6YWaTKNJLFjCNhfR9xe1n3W2Tl/9RV+UZCrYFQ3urYLOTw+EjKjCF/s5+ybVKeKSBmCom1iv3i/kRiro+4PfXb1pJlS8xbUv2M6NDLDNIbb4P2+0qdbWXwfQrt7YltrewtsU/3Z0gn98tov9gWM4FUGUM28felXsZQztu53Zbil2c+ySAyql+/fvjll1+wadMmPPTQQ5pjIyMjAQAnT57MdILoQVbR1atXUaZMGfvyq1evon79+oZrS05OhizLKFSoEADg3LlzWLZsGWrWrIl27doZ3l5ey8v6xUsEd+/ejfT0dMXlfhEREahQoQK2b9+e6QRRamoqUlNT7W0xz4qIXKd9tecRGlAcn/w9GVbZgn3x2zF1yxBEN52IYP9Qd5dHRPlIrpJeedcRIiIi5/KAm5hBlmX069cPy5Ytw59//onw8HDddfbt2wcAiskfR+Hh4QgLC8O6devsy5KSkrBz5040bdrUWIEAOnfujKVLlwIAEhISEBkZienTp6Nz586YN2+e4e3ltbyqP7NLBOPj4+Hn54ciRYooxmpd7hcbG6vIrypfvrzTaiQifU3KP47BzScjwCdjUvnUrSOYuLE/rt/jJbpE5DyGJ4hsNhs++OADlCtXDoULF8bp06cBAGPGjMFnn33m9AKJiIgob/Xt2xdffPEFvvrqKwQHByM+Ph7x8fFITs64++GpU6fwwQcfYPfu3Th79ixWrFiB119/HVFRUahbt659OxEREVi2bBkAQJIkREdHIyYmBitWrMDBgwfx+uuvo2zZsujSpYvhGvfs2YOWLVsCAH744QeULl0a586dw9KlSzF79uzcPwkullf1P7hE8JtvvsnVdkaMGIHExET748KFC06qkIiyq2apRzAy6iMUCSgOAIi/exExG/rhXMIJN1dGRPmF4QmimJgYLFmyBFOnToWf37+XsNSuXRuffvqpU4sjIiIqcDzgFKJ58+YhMTERrVu3RpkyZeyPb7/9FgDg5+eHtWvXol27doiIiMDgwYPRrVs3rFy5UrGduLg4++VNADB06FD0798fvXr1QuPGjXH37l2sWrUKAQHGczTu379vv7vqH3/8gWeffRYmkwlNmjTBuXPnDG8vr+VF/Q8uEVy/fr3iEsGwsDCkpaUhISFBMf7q1av2SwFF/v7+9gyrnGRZEZFzVChSBaNbz0FY4Yyz+BJTbyF200AcvrbbzZURUX5gOINo6dKlWLhwIdq0aYN33nnHvrxevXo4duyYU4vLc1YbZOmf/B9VztC//5SE/BBZd55NOV4SxsuqcBbtzCExw0jMONJr5y7RKHeMZhDpZbnkdnv6+xOzZYy1xVwex+wZvbH6bWX2TCHhp9ksvId9TMqMohChbbGlQ4uYC5QuZgxBub5NGG8kV0gvQ8jI8wxkkgWl09Z7XcVcH3VmkHa2lVamUPbaju8jOcu+7LRznTlklbX7VW1hvNVmqG0kN8hQxlAmbceX2WCsldfTu41y+fLlsXHjRsPbkSQJEyZMwIQJE3JVHwBUrVoVy5cvR9euXbF69WoMHDgQAHDt2jWvmLxwZf2yLKN///5YtmwZNmzYoLpEsGHDhvD19cW6devQrVs3ABmTeefPn8/R5X5ElLdKFArD6FazMWv7KJy8dQQplvuYsXUE/tNoGJqWb+Pu8ojIixk+g+jSpUuoWrWqarnNZkN6uvYfmERERKRDdtEjnxk7diyGDBmCSpUqITIy0j6x8ccff6BBgwZurk6fK+vXu0QwNDQUb731FgYNGoT169dj9+7deOONN9C0aVPewYzISxT2D8V7LaahQZlmAACrbMGCvybi9+Pf6k7yExFlxfAZRDVr1sTmzZtRsWJFxfIffvjBKz6QEREReTJZlp3+4T4//rHw3HPPoUWLFrhy5Qrq1atnX96mTRt07drVjZVljyvrfxBy3bp1a8XyxYsXo0ePHgCAmTNnwmQyoVu3bkhNTUX79u3x3//+N1f7JaK85e8TgH6R4/G//bOx4UzGJb7fHlqA2yk38GKd3uqzt4mIdBieIBo7diy6d++OS5cuwWaz4aeffkJcXByWLl2KX375xRU1EhERESkkJycjJCTEnpnz4DbxNWrUwKOPPurm6vS5sv7sTAgGBATg448/xscff5yrfRGRe5lNZnSvH42iASWw7OhiAMAfJ39EQsot9Gw4DL5mP50tEBH9y/AEUefOnbFy5UpMmDABQUFBGDt2LB555BGsXLkSTzzxhCtqzDOyRYZsPw9fCJxwnIG3Cl15nEkkCb1iyJB6fa29uzaTSPyQ6iObnbh159PPGBIzjHKeUaSbo6Pbtmr2W32UbX+hv5BPoKLtK7RFevVYVHEuBvOZNJ4bMe/IaKaQ7vrCc5lmTRPGW3PVFvOijGQMZd7+d7zFKuzbKhyb0G9VjRfeR3oZRDqZQzYxY0jV1sk00skNksVMIrEeh36xDzrramYUiX2u5IpLwvLfCUTo3Lkznn32Wbzzzjv228T7+vrixo0bmDFjBnr37u3uEjV5e/1E5DkkSULnGq+hSEAxfL5vJmyyDbsursed1Nvo32QCCvkWdneJROQlcnTeYcuWLbFmzRpcu3YN9+/fx5YtW9CuXTtn10ZERESUKd7mnohIqVV4Rwxo8gH8zP4AgKPX9yF2UzRuJ99wc2VE5C1yfGFqWloaLl68iPPnzyseRERElHMyZHsOkdMe+fAUIt7mnohIrX6ZphjWcgYK+2XcDfFC4mnEbOiHy0n8vUJE+gxPEJ04cQItW7ZEYGAgKlasiPDwcISHh6NSpUqq26gSERERucKD28RfuHABq1evtp/J7G23uffW+onIc1UpVgOjW81BiUIZGWc3k69h4sYBOHHzkJsrIyJPZziDqEePHvDx8cEvv/yCMmXKQJJUiTheS7bJ/2ZQWMRex+wK7Xk1ScgEEkODhDgSVYaQ+JTqZRLpZRpBEvOUhO2LL6FOf24yiqzCwYnvH6tk1ewX2yahrUyOyT3x7g8mq9BW1Sf2C6+F6n2Vh4SfdrNwLIE6GUTptnRlW9bO+RHHp9qUr06aNVXZ75D7k2pLFcYq11VlCunUopc5pM4wUvanW5XHkia0xX7Vc6EaL/aLuUHKtlZGkdinmyGk0xYziqwWMYNIzDQS+7XHi/1aGUJANjKJDOQG6a4rZhI5tFV5Rq7EDKJsGTt2LF5++WUMHDgQjz/+uFfe5t6b6ycizxYWXB6jW8/FzK3DcS7xJO6l38HUzUPwzqOj0bBsC3eXR0QeyvAE0b59+7B7925ERES4oh4iIiIiXY63ia9fv759uTfe5t4b6yciz1ckoBiGR83C3J3jcPjabqTb0jB3x/t4rf4APF65k7vLIyIPZPgSs5o1a+LGDQadERERuYQsu+aRD504cQLTp09H8+bNcenSJQBAXFyc13xO8fb6icjzBfoWwsBmk9C0fFsAGVcmLN03Cz8eXqS62zARkeEJoilTpmDo0KHYsGEDbt68iaSkJMWDiIiIco7zQ9nz448/on379ggMDMSePXuQmppxaWpiYiImTZrk5ur0eXv9ROQ9fEy+6NloOJ56+EX7spVxX2DRnmmqS9WJqGAzfIlZ27YZs89t2rRRLJdlGZIkqfIrvIlskf/N+/ER5s4cD0snY0jMsRD7VbFNYu6FOF6sU2//hvu12+r9aed4KDJEdI7dqqpNzPQxlkmkyjQS81VUWS4mzX4xi8Ys1GMW+k1C1owqw8ihbZOFrJY8bluFdqqQCWSSzDBC3L6YC2QRM4zEnB453WGsdqZQmpBnlGoV842Etk3MEBLHa2cKOTtzSP0+1G6nC79XHTOKxN+5FlVGkLF+Z2cO6WcI6WQO6WQWafXrrauVOSSur8orIreLiYnB/Pnz8frrr+Obb76xL2/evDliYmLcWFn2eHv9RORdTJIJL9TuhaIBJfDVgY8hQ8bmc78jMeUW+kaOhb9OFiURFQyGJ4jWr1/vijqIiIgIcM0pP/nwFKK4uDhERUWploeGhiIhISHvCzLI2+snIu/0RNVnERpQDAv/joXFlo4DV3diyubBiG42CSH+RdxdHhG5meEJolatWrmiDiIiIqJsCwsLw8mTJ1GpUiXF8i1btqBy5cruKcoAb6+fiLzXow+1RrB/EczePgbJlns4ffsYJm4cgMHNJ6NUUFl3l0dEbmQ4g+iB+/fv49ixYzhw4IDiQURERLkgu+iRz/Ts2RPvvvsudu7cCUmScPnyZXz55ZcYMmQIevfu7e7ydHl7/UTk3WqUrI+RrT5CkYDiAICrdy8iZkN/nL193M2VEZE7GT6D6Pr163jjjTfw+++/Z9rv1RlEDmf1S2LehMkh20bsEw5ZFj+Jq3J2xLZyvCRuT8zxEfevjNlQ1Sfr9EPI6RDrswltk9AW65MdcoD08kdsQtsk5JHYhJ3bVP1ixpCybdLNHNLLKBLaJu1+m0mZ26OVA5TrTCHhjafu114/1abMHBLHm4T5Y/X2tH/WxfVFqswihxwfMdNHzDPytMwhMatKbKszhYT1rWKGUdaZQ4Dy92xeZw6pM4O0M4TEjCIxF8hmIFPIaL/RzCHV70ZbFv8mjzB8+HDYbDa0adMG9+/fR1RUFPz9/TFkyBD079/f3eXp8vb6icj7lQ+tjDGt52L61uG4fOccklJvY/LmgegX+T5ql27s7vKIyA0Mn0EUHR2NhIQE7Ny5E4GBgVi1ahU+//xzVKtWDStWrHBFjURERAUHb2OWLZIkYdSoUbh16xYOHTqEHTt24Pr16/jggw/cXVq2eHv9RJQ/FC9UGiNbfYRqxWsDAFIsyZi5bSS2nV/j5sqIyB0Mn0H0559/4ueff0ajRo1gMplQsWJFPPHEEwgJCUFsbCw6duzoijqJiIiIVPz8/FCzZk13l5Fj3l4/EXm/wn4heK/Fh1jw10TsvrwFVtmKhX/HIiHlJp6s9n+quwQTUf5leILo3r17KFWqFACgaNGiuH79Oh5++GHUqVMHe/bscXqBREREBQlvYpZ969atw7p163Dt2jXVJceLFi1yU1XZ5+31E1H+4Wf2R9/Icfhi/1z8efpnAMB3hxbidvINvFS3N0ySWWcLRJQfGJ4gql69OuLi4lCpUiXUq1cPCxYsQKVKlTB//nyUKVPGFTXmGdkqQ/4nD0j1WVrS+HQtZgSZ9DKCxJAfIRdDlTmkM16nX299VSaSKodDO0dI3XbIANHJEBJrEzOHJKuQg2MS8keEv3r02jbDbaM5Qdn/K0xc12owQ0gcL7bThRweo5lAetT1GMsfM0kmzbbWvoy21ZlA2hlCYmaQRdbOGBIzitSZQs7LHMrot2arL7N+vcwhMRdMzBgSM4X02nmZOaTqF8fq/W7TyChS5RW5EmeIsmX8+PGYMGECGjVqhDJlynjdN9zeXj8R5T8myYzX6g1AkYDi+OlIxiT1mlM/4XbKDfRqNBJ+Zj83V0hErmZ4gujdd9/FlStXAADjxo1Dhw4d8OWXX8LPzw9Llixxdn1EREREKvPnz8eSJUvw2muvubuUHPH2+okof5IkCZ0iXkXRgOJYvHc6bLINf1/ahDupiRjQ5AME+RV2d4lE5EKGJ4heffVV+78bNmyIc+fO4dixY6hQoQJKlCjh1OKIiIgKHFfclj7/nUCEtLQ0NGvWzN1l5Ji3109E+VvLSk8iNKAY5u4cjzRrCuJu7EfspncxqNlkFCtU0t3lEZGLGL6LmahQoUJ45JFHODlEREREeeY///kPvvrqK3eXkWPeXj8R5X91wyIxvOUMBPsXAQBcTDqDmI39cCnpjHsLIyKXydYZRIMGDcr2BmfMmJHjYtzOJtszKWRx6swxq0Lo080IEnMFVDkYwvZMeplD4v71Mo+014e4P/GbZjGySGiL0RaObTEDSNyW1rqZLdDLFDKaSSTLYqaRdsaRUeL2HLNxjOboqDKKVDk7ytwasyrjRwgXFCKDtDKAMqOXWZQuWzT7XcloVpR+ZlFu2zbNtpHMIUCZ5aXVl1lblSkk/H5QZRJ5U+YQoPh9p8oc0sgYynRbjvuyar/fnYoZRNmSkpKChQsXYu3atahbty58fX0V/Z7+ecTb6yeigqFysQiMbjUH07YOxfV7V3Ar+TombnwX0U0n4uESddxdHhE5WbYmiPbu3ZutjTFgkYiIiPLCgQMHUL9+fQDAoUOHFH3e8HnE2+snooKjdOFyGN1qDmZuG4mzCcdxP/0upm4Zgncaj0KjclHuLo+InChbE0Tr1693dR1EREQEnkCUXd7+2cTb6yeigiU0oBiGR83E3B3v49C1v2CxpePjnePxar0BaFOls7vLIyInMRRSffbsWaxZswbp6elo1aoVatWq5aq63EKW5X8vKRJvt+54XZXQJ4vXXKkuGfPw297rXNald5mXpHmNmdhlbNt6l3jl9pIyI7elz2y83qVKWm0bcr4uoL6kTHXbeJvObe1NykuJVJeg6bDp3NZerDddqFfrEjX15XHa7dxSvS+g/T4xegmZ3njxMjC9fsfLylTripeIWcR+ndvce9olZTq3pte8VX1uLikT+vP0NveULefPn0f58uUzPdvm/PnzqFChghuqyj5vr5+ICp4An0BEN5uIxXumYev5PyBDxv/2f4TbKTfQreabPPuRKB/I9gTR+vXr8fTTTyM5OTljRR8fLFq0SHFXMyIiIsol3sUsW8LDw3HlyhWUKlVKsfzmzZsIDw9XTZZ6Gm+vn4gKJh+TD/7TcBiKBBTHr8e/BgD8EvclEpJvoMcjg+FjMnyTbCLyINn+Gn7MmDF44okncOnSJdy8eRM9e/bE0KFDXVkbERFRwfPgGjNnP/IZWZYz/bb67t27CAgIcENFxnh7/URUcEmShOdr98Sr9fpDQsbvsS3nV+Oj7aORYkl2c3VElBvZnuI9dOgQtm3bhjJlygAAPvzwQyxYsAA3b95E8eLFXVYgERER0QMP7qwqSRLGjBmDQoUK2fusVit27txpD3/2RN5ePxHRA22rdEVoQDEs+GsSLLZ0HLy6C1M2DcLAZpMQElDU3eURUQ5ke4IoKSkJJUqUsLcLFSqEwMBAJCYm5q8JogdfsorZNfj3Wz5V5g6M3SZeL/NHFkKHxIgjdUaQuH+D/WKmh2q8uH/tttZt7o1mDImMbi/3GUPibe+1s2qMbN9w5pBw23gxY0gvl0cvE0hcX8wBEll1bnOve3ywavZrMZpR5OzMIpFetpVeJpHe+1grk0h1G3shK0fvNvdixo+ntbVygTJrQyM3yEjmkLgtMc/IpXiJmaYHd1aVZRkHDx6En5+fvc/Pzw/16tXDkCFD3FWeLm+vn4jIUeNyrRDiXwSzto9Gcvo9nEmIQ8zG/hjSfApKFS7n7vKIyCBDF4muXr0aoaGh9rbNZsO6desUt2ft1KmT86ojIiIicvDg7l9vvPEGZs+ejeDgYDdXZIy3109EJKpeoh5GRc3GjG3DcSv5Oq7du4wPNvbHoGaxCC9a3d3lEZEBhiaIunfvrlr29ttv2/8tSRJDFYmIiHJBcUdNJ24zv1m8eDHWrVuHdevW4dq1a6qz5RYtWuSmyrLH2+snInL0UGg4RrWagxnbhuNS0lncSU3A5E0D0TfyfdQNe9Td5RFRNmX7ugubzab74OQQERER5YUJEyagXbt2WLduHW7cuIHbt28rHp7O2+snIhIVL1QKI6M+wsPF6wAAUq0p+Gj7KGw5t9rNlRFRdvE+hA5kmwz5QeCPEMPjmDskZgSJmT6STr96/az3lWkxqswfY/tXZQyJVOO12+r9y1mO1WUwY8jot+JiNozzM5KE3CAha8ZscsiOUY1VZgLpZQSZdOZ3VZk/JmXbaOaQUWJGkZHMJb18Iz3qDCJJsy0ZfG5zSy8rS5UbpPG+tOlkDv1/e/cdH0W1twH82d1UUgmBJAiB0EUIXQhIucKl2EC5VqQoV1R6UYr0GkA6QgSkqFdEUbFwryACCUVACIRO6IKQgASSQEjdnfcPXtbdM8lOJtnN7CbP189+ZOacOfPbyWazOZl5xmQS25X6K2QUCbk94v7FdnkOkFLuT9Ezh8T2YmUOAbCKGCvJE3CYQVQoMTExWLduHXr37q11KUXi6vUTEeXHx8MP7z3xIVYenIVD13fBKBnxSfwcpGal4Ok6r+Z790Yich6O/S2IiIiIyAFycnLQunVrrcsoMlevn4ioIB4GDwxsOREda/Qwr/vm5Cf4z9ElMEm84oTImXGCiIiIyJlIDnqUMv/+97+xfv16rcsoMlevn4jIFr3OgNcbDcG/Hvu3ed32iz9g2YFpyDHmaFgZEdnCS8yIiIicTSkMlbaHkSNHmv9tMpmwcuVK/Prrr4iMjIS7u7tV3wULFpR0eYpcvX4iIjV0Oh2eqfsaynsFY83hD2GUjIi/vhvz9ryPYVEz4OPBuzgSORtOEFmSJIsP5dbXx1pGouh0Yk6F0FdvO/NHJwsRsp0xpJghpNRfzDCSdVc7vjC6mt9jFPKTinunHXtnComUMozkmUPW32KWGUVi5pCb0FdsF3N1ZLVBXeaPPKeneCcUiuOrbbfMXFKq3f4ZRWozi2xnGAH2PX3a5utY6TUutitlDMmWxTwkoTjF7cX3S9vL4pdWaXub7bI2qFq2HFu2H9LEkSNHrJYbN24MADhx4oTVemfNuHD1+omIiqJNtc7w8wzEsgNTkG3MwtmU45gZNxSj2sxBhXKVtC6PiCyoniCqUaMGDh48iAoVKlitT01NRdOmTXHx4kW7FUdERFTmMKS6QDt37tS6hGJx9fqJiIoqMvRxjG23EAt/+wDp2Xdw/e4fmBE7GKPazEGVgAityyOi/6f6lIHLly/nezv77OxsXLt2zS5FERERERERUekRUb4uJrRfgko+lQEAd7JuYeauoTjz11GNKyOihwp9BtGPP/5o/vfWrVsREBBgXjYajdi+fTuqV69u1+KIiIjKGkmSin05bH5jljaWeT6WdDodvLy8UKtWLXTv3h1BQUElXFnhuHr9RERFUcn3EUxovxQLf/sAl1ITkZmbgXl7R+PtFh+gxSPttS6PqMwr9ARRjx49ADz44NK3b1+rNnd3d1SvXh3z58+3a3Gi2bNnY9y4cRg2bBgWLVoEAMjKysKoUaOwYcMGZGdno0uXLli+fDlCQkJUj28ZQSTL1bH4cC1BzBQS+xa87YNlMeNHXQaQ+EFfp5AxpLi9UuaQSjbiUVT/kiLLXhEzQoR2MSNIidhfedm6AFnmkM5Q6P5ibo2YOVRcJp1rZRBZZijJj5v1sVHKKLK34mYWKWUY2ZPS95xiLpe4qJQxpLB98TOKbNdjc3yV+1KVZ0SaO3LkCA4fPgyj0Yi6desCAM6ePQuDwYB69eph+fLlGDVqFPbs2YP69etrXK2cq9dPRFRU/l7lMabdAiw/MBXHbvyOPFMulh+YhtcaDcI/a76gdXlEZVqhfyM0mUwwmUwIDw/HzZs3zcsmkwnZ2dlITEzEM88847BCDx48iBUrViAyMtJq/YgRI/DTTz9h48aNiIuLw/Xr1/HCC3xjISIiF8Xb3BdK9+7d0alTJ1y/fh3x8fGIj4/Hn3/+iX/+85949dVXce3aNbRr1w4jRozQutR8uXr9RETF4eXmjaFRM/BEeBcAgAQJXxz9CF+fWFkqz3olchWqTxm4dOkSgoODHVFLge7du4devXph1apVKF++vHl9WloaVq9ejQULFuDJJ59Es2bNsHbtWvz222/Yv39/idZIREREJefDDz/E9OnT4e/vb14XEBCAKVOmYO7cuShXrhwmTZqE+Ph4DassmKvXT0RUXG56N/RvNhrP1u1lXve/sxuwKn623c+sJ6LCKdJt7rdv347t27ebzySytGbNGrsUZmnQoEF4+umn0alTJ8yYMcO8Pj4+Hrm5uejUqZN5Xb169RAeHo59+/ahVatW+Y6XnZ2N7Oxs83J6errdayYiIioS3sWsUNLS0nDz5k3Z5Vd//fWX+ed6YGAgcnJytChPkavXT0RkDzqdDj0f649Ar2D85+gSSJDw25VtSM+6g0Etp8DbvZzWJRKVKaoniKZOnYpp06ahefPmCAsLc2iWBgBs2LABhw8fxsGDB2VtycnJ8PDwQGBgoNX6kJAQJCcnFzhmdHQ0pk6danO/ijk91p2FFQqZPorLCuPJ9m97WRxOlq+kRB5qIiyKmUhqxla1q3xWKAyvMn9FErJsjELGkNFkfdKdm946c8goif2tl/MssmvEXJoco+0T+vQKR1YpY8ikt90u25/KTKJiZxBZtBsVMobsnUkkzwwqXh6TvTn0fVYxs0jsry6zSKm/4vaKmUTCeBb9FTOHjIVvl/V1JMtAPHuOWcp0794db775JubPn48WLVoAeHA5+nvvvWfOTfz9999Rp04dDassmKvXT0RkTx1rdkegVxBiDs5AnikXJ24ewuzdIzCydTQCvBjWT1RSVE8Qffzxx1i3bh169+7tiHqsXL16FcOGDcO2bdvg5eVlt3HHjRtndfeQ9PR0VK1a1W7jExERkWOtWLECI0aMwCuvvIK8vAeTxm5ubujbty8WLlwI4MFZxZ988omWZRbI1esnIrK3Zo+0xWjPeVi0bzzu597DH6nnMCNuCEa1mYNQ3ypal0dUJqj+M3lOTg5at27tiFpk4uPjcfPmTTRt2hRubm5wc3NDXFwclixZAjc3N4SEhCAnJwepqalW2924cQOhoaEFjuvp6Ql/f3+rBxERkVNwgpDq6OhotGjRAn5+fqhUqRJ69OiBxMREc/vly5eh0+nyfWzcuLHAcfv16yfr37VrV3XF/T9fX1+sWrUKKSkpOHLkCI4cOYKUlBSsXLkSPj4+AIDGjRujcePGRRrf0Vy9fiIiR6gT3BDj2y9BkHclAMBfGUmYGTsEF2+f1rgyorJB9QTRv//9b6xfv94Rtch07NgRx48fR0JCgvnRvHlz9OrVy/xvd3d3bN++3bxNYmIirly5gqioqBKpkYiIqLSJi4vDoEGDsH//fmzbtg25ubno3LkzMjIyAABVq1ZFUlKS1WPq1Knw9fVFt27dbI7dtWtXq+2+/PLLYtXq6+uLyMhIREZGwtfXt1hjacHV6ycisrdH/KtjYoelqOJfAwBwNycNs3ePwtFk3oSIyNFUX2KWlZWFlStX4tdff0VkZCTc3d2t2hcsWGC34vz8/NCgQQOrdT4+PqhQoYJ5ff/+/TFy5EgEBQXB398fQ4YMQVRUVIEB1TZZ5T4UPnNIEvOJlPKLVGYMKWYIqc0sku1AYTxb+Uv5jifl/+989lXc21iqzxhSyhyyXjbobW+fJ2QMGYRMIrHdMusmT5Z7Y52roxRLahIOpmIGkUIuj6Nzd9RkECllCskyiYTsJ3lGke1jJbaLxAwgMbNIbFdalmce2e7vVJS+h9VmGMkyixTGV5NRJMsngk02M4vENgdyhgiiLVu2WC2vW7cOlSpVQnx8PNq1aweDwSA7U3fTpk146aWXFCc5PD09bZ7la8vIkSMxffp0+Pj4WF0qnh97fh6xF1evn4iopJT3rohx7RZhyf6JSLx1FDnGLCzeNwFvNBmFttVt/yGCiIpO9QTRsWPHzKc7nzhxwqpNi19qFi5cCL1ej549eyI7OxtdunTB8uXLS7wOIiIiZyfetdPT0xOenp6K26WlpQEAgoLyDwqNj49HQkICli1bpjhWbGwsKlWqhPLly+PJJ5/EjBkzUKFChUJUDxw5cgS5ubnmfxfEWSdZXb1+IqKS5OPhi1Ft5mDVoWgcvBYHk2TC6sMf4k7WLTxb93W+VxI5gE4q7ikcpUB6ejoCAgJQObIK9IYHZ1Ho3KzPpni4/kGb8Nd+g3VfsV2v0C7uS2yH2G4QtxeW3YUzQRTGV9q/rN1d7C8cK4tlvazNUGBfADC4W89ZGoT+bsKywV1st97eXeWym8F62cPN3eay2N/TzcN6fL2wvUV/d4PYZr1s0LvZbHcT2t10wrEVzggS+4tK8xlE4plcuUbr87NyjHlCe651u0lYzrPePltYzskT+1sv58qW81Qt51ksG3OF555nvWwyCnfWE9vzhGNrNNlslxT6i+2yu3/J+tu+s5gk9IdCf9i685g4tnjXMqF2y/7GXCPO/3QaaWlpDsute/izqG7fxjB4GJQ3UMGYY0Tipwmy9ZMnT8aUKVNsbmsymfDcc88hNTUVe/bsybfPwIEDERsbi1OnTtkca8OGDShXrhwiIiJw4cIFfPDBB/D19cW+fftgMNj3OZNjPXy9OvJ7gogIePC578tjy7HtwnfmdU9GPIfXGw+BXsefHUSFUdif26rPIHro/PnzuHDhAtq1awdvb29IksRZXCIiIid29epVqw8FhTl7aNCgQThx4kSBk0OZmZlYv349Jk6cqDjWK6+8Yv53w4YNERkZiZo1ayI2NhYdO3YsxDN4IDc3F127dsXHH3+M2rVrF3o7Z+Hq9RMRlSS9To/XIgehvHcwvj6xEgCw49KPSM1KwTuPT4CHQflnGREVjuoJopSUFLz00kvYuXMndDodzp07hxo1aqB///4oX7485s+f74g6S56NHIziZgrJdiXL6BBGUzu+2kyhYo9f8LLq89OKnSlke1nMmhEzh/R6pf62M4fEdvGsnDzT38dWp3DGjoewLGYSyc6qEc4Qku87z2a7U51BpJCvpHhGkfB1MCpkEilROtFSfiyVMoaEs/CKk2kka7NZaslTyiRS6C9/L1Yav+DcIJsZQwr7KtFzbYtw17FCjQmovnPn4MGDsXnzZuzatQtVquR/i+FvvvkG9+/fR58+fVSXVaNGDQQHB+P8+fOqJojc3d1x7Ngx1ftzFq5ePxFRSdPpdHiqzisI9KqA1fFzYZSMOJy0Fx/ueR/DombA14NnMhLZg+rfCEeMGAF3d3dcuXIF5cqVM69/+eWXZaGWREREpNLDlGp7P1SVIGHw4MHYtGkTduzYgYiIiAL7rl69Gs899xwqVqyo+qn++eefSElJQVhYmOptX3/9daxevVr1ds7C1esnItJC6/B/YkTraHi5eQMAzqWcwKy4YUi5f0PjyohKB9VnEP3yyy/YunWr7C+JtWvXxh9//GG3woiIiEgbgwYNwvr16/HDDz/Az88PycnJAICAgAB4e3ub+50/fx67du3C//73v3zHqVevHqKjo/H888/j3r17mDp1Knr27InQ0FBcuHABo0ePRq1atdClSxfVNebl5WHNmjX49ddf0axZM/j4+Fi1O/tdwFy9fiIirTQIaY6xbRdiwW/jkJ59B9fv/oHpsYMxqs1sVA2oqXV5RC5N9QRRRkaG1ZlDD92+fbtQWQZERERkgwMvMSusmJgYAECHDh2s1q9duxb9+vUzL69ZswZVqlRB586d8x0nMTHRfAc0g8GAY8eO4dNPP0VqaioqV66Mzp07Y/r06UX6/HDixAk0bdoUAHD27FmrNlfIRHT1+omItFS9fB1M6LAU8/eOxY17fyI1KwWz4oZjaNR0PFqxsdblEbks1RNEbdu2xWeffYbp06cDePAhxmQyYe7cufjHP/5h9wJLkuVZ+Kpzf6wGEse1nQGkk31yV/nBUGF/umKOJ88EKfpvLmozg4qbSSTLGBKWJb31VZYmWXaN7WwZMXNInhVjI2vGelNFbrLcHTdhWXiuChlDjs4gUpM5VNxtxcwhSaFd3F6eUWR7/8WlNnNInmFkkWUlfNnUjq327cHeFG+kqZhZZGNZaWix3VZGkdhWyhX2BqezZs3CrFmzCjWOt7c3tm7dWuzaHtq5c6fdxtKCq9dPRKS1Sj6VMb79Eiz67QNcvHMGmXkZmL93DAY0H4fHq3TQujwil6R6gmju3Lno2LEjDh06hJycHIwePRonT57E7du3sXfvXkfUSEREVHY4wRlEriAlJQUVKlQA8ODubKtWrUJWVhaeffZZtG3bVuPqlLl6/UREzsDfMxBj2s7H8t+n42jyfuSZchHz+3SkZqWgc62eWpdH5HJUnzLQoEEDnD17Fk888QS6d++OjIwMvPDCCzhy5Ahq1uQ1n0REROQ4x48fR/Xq1VGpUiXUq1cPCQkJaNGiBRYuXIgVK1bgH//4B77//nutyyyQq9dPRORsPN28MbTVdLSt1g0AIEHC+mPLsOH4xw4/K5yotCnSNSUBAQEYP348vv76a/zvf//DjBkzinQHEiIiIrImSZJDHqXF6NGj0bBhQ+zatQsdOnTAM888g6effhppaWm4c+cO3n77bcyePVvrMgvk6vUTETkjg96AN5u+h+fq9Tav23Lua6w6NBt5plwNKyNyLaovMTt27Fi+63U6Hby8vBAeHu66YdVWtwIuOJhD/Jyts5WBUaQ6lJZVZhYpZgrphGaVGUY2coBkWU6yZbFZZeaQ8EcBk5g5JGQMKWYUCf1l7TrbGUXy7Bgbc7AGYVnIJBJzdExC7W6yY2PdX8w/kmcO2f66FjeTSDlHqOBvFKVt5cfG9rFSyiCS9ZfU9VeqV/xaqA2gspUjpJwxpC6TSL5sPZzk6MwixcyhYmQWKWac2Rir9MyvuLyDBw9ix44diIyMRKNGjbBy5UoMHDjQ/P49ZMgQtGrVSuMqC+bq9RMROSudTocX6r+B8l7B+CxhMSSYsO/qr0jPvoPBLafA291HeRCiMk71BFHjxo3Nv0A8/GXb8hcKd3d3vPzyy1ixYgW8vLzsVCYREVEZwQwim27fvo3Q0FAAgK+vL3x8fFC+fHlze/ny5XH37l2tylPk6vUTETm7f9R4FgFeQYj5fTpyTTk4eTMe0btGYGSb2Qj0CtK6PCKnpvoUgU2bNqF27dpYuXIljh49iqNHj2LlypWoW7cu1q9fj9WrV2PHjh2YMGGCI+olIiIq3SQHPUoRxTPnnJyr109E5OyaVm6D0W3nwcfDHwBwJe08ZsQORvLdqxpXRuTcVJ9BNHPmTCxevBhdunQxr2vYsCGqVKmCiRMn4vfff4ePjw9GjRqFefPm2bVYIiIion79+pkvZ8/KysI777wDH58Hlw5kZ2drWVqhuHr9RESuoHaFBhjfbjHm7x2DlMybuHU/GTPihmBE62jUDHpU6/KInJLqCaLjx4+jWrVqsvXVqlXD8ePHATy4DC0pKan41WnIZs6QgzOAVFObWaRyfzZzOfJZtjxWihFEiplE1ssmk/UKvZARJCnkKSllFIntJjFzSPgrb65RXZaMLZLe9p/4lXJvxGWlzCG1GUNijo6YA6SWrdweW/lE+W2rdGzEWuWZRLazrtRmDomUjpUrn00g1iopZCDZ/VQWG8MpBjMrNdt4L3Moqzw8O45ZSvTt29dq+fXXX5f16dOnT0mVo5qr109E5Eoq+1fDhA4fYcFvY3E17SLu5aRjzu6RGPj4JDQOi9K6PCKno3qCqF69epg9ezZWrlwJDw8PAEBubi5mz56NevXqAQCuXbuGkJAQ+1ZKREREZd7atWu1LqFYXL1+IiJXU947GOPaLcLS/ZNw+q8E5BizsXjfRPRrMgLtI57Wujwip6J6gmjZsmV47rnnUKVKFURGRgJ4cFaR0WjE5s2bAQAXL17EwIED7VspERFRWcCQaiIiIrsq5+6Lka1nY1X8HPz+505IMGHtkflIzUrBc/V6u9TZ20SOpHqCqHXr1rh06RK++OILnD17FgDw4osv4rXXXoOfnx8AoHfv3vatkoiIiIiIiKiI3A0eeKfFeJT3qoCt578BAGw6vQ53Mm+hd+NhMOgNGldIpD3VE0QA4Ofnh3feecfetWjOMvZBzRyyLJFIbUZRfoVYLQvbK+T46FTuT7a9wv6UgoUsx5MdC8XMIWEsIRMIeoWMIaOwrLfeXswQEjOMxHZ5NoxJWLbOshFzfsT+QC6KSqzFTci1MQq5OuIPOaXMIbF2R7OVM6SU8SNm+ijnMwntEDOKrNvFjCLx2Ir9jWJ2lZ3zXmxlFCnlF8n+IqbYLtu57eVinpoizzBy4KkuSkM701k2zlQLERFRKaHX6fFq5EAEegfjq+MfAwBiL29GWvZtvNNiAjzdvDSukEhbRZogOnfuHHbu3ImbN2/KQn0nTZpkl8KIiIiIiIiI7K1b7ZcQ6FUBnxyaA6OUhyNJv+HDPe9heNRM+HoGaF0ekWZUTxCtWrUK7777LoKDgxEaGir7SzYniIiIiIpOkiTlO7AVYUwiIiL6W1TVjgjwLI8l+ychK+8+zt8+hRlxQzGqzRxU9AnVujwiTai7zzWAGTNmYObMmUhOTkZCQgKOHDlifhw+fNgRNRIREZUdkoMepdDu3bvx+uuvIyoqCteuXQMAfP7559izZ4/GlRWOq9dPROTq6ldqinHtFiHAMwgAkHzvKmbGDcEfqec1roxIG6rPILpz5w5efPFFR9Ti1KxzdcSMHpWZQ7JMH6Vl+44vDieL/FDMHFLKKCr8vuWZQ8KyvuB8IwAwCf31erHdJLTrbbaLeSgmYdkoZA6J/fVCu5zlt5x1HpGYmyPm7OiEDCHx2MhqMdnORxIziRydQaQml0cpQ0jWXyFTSGk8pUwjMYNInkmktH/br2O7nt0hyxiy2Sx7O5FnGNneXnw7UBpfXC72M3foy9bGmxlp7ttvv0Xv3r3Rq1cvHDlyBNnZ2QCAtLQ0zJo1C//73/80rtA2V6+fiKi0qBZYCxM6fIT5e8cg+d5VpGalIHrXcAxtNQ31KzXVujyiEqX6DKIXX3wRv/zyiyNqISIiIiqUGTNm4OOPP8aqVavg7u5uXt+mTRuXOKPZ1esnIipNKvqEYnz7JagZVB8AkJV3H/P3jsX+qzs0royoZKk+g6hWrVqYOHEi9u/fj4YNG1p9qAGAoUOH2q04IiIiovwkJiaiXbt2svUBAQFITU0t+YJUcvX6iYhKGz/PAIx+Yh5ifp+OhOR9MEp5+PjgDKRmpaBr7bJ3BQ2VTaoniFauXAlfX1/ExcUhLi7Oqk2n03GCiIiIqDgkKZ9Li+0wZikTGhqK8+fPo3r16lbr9+zZgxo1amhTlAquXj8RUWnk6eaFIa2m4bOERYi7/F8AwIbjMbiTeQsvN3xbFtFAVNqoniC6dOmSI+pwDpYfytXm/gjD2FohyzBSSTlDSCkzyN7tBS/LslXEjCGFzCFZhpFCfzFTCEYhU0hvEprFvBUxc8h2ex7yUFSSJGQKKeTSiPtWyihSyhwSxxPp1V+BakXMBVJiK4dHzBCSt9vOFFLqL44vzxhSyiRSt71SfSJbx0bp66jUX7a9LDPIdsiQ7HWpFFokWxbf0FS2q8kGcmzMFpWwt956C8OGDcOaNWug0+lw/fp17Nu3D++99x4mTpyodXmKXL1+IqLSyqA3oF+TkSjvHYzvT38KANh6fiPSslLQv9louBs8NK6QyHFUTxARERGRAznirmOl7wQijB07FiaTCR07dsT9+/fRrl07eHp64r333sOQIUO0Lk+Rq9dPRFSa6XQ69Hi0LwK9KuDTI4sgwYT9f+5AWvYdDG01Dd7uPlqXSOQQRZog+vPPP/Hjjz/iypUryMnJsWpbsGCBXQojIiIiKohOp8P48ePx/vvv4/z587h37x7q168PX19frUsrFFevn4ioLOgQ8QwCvIIQ8/t05BizcfqvI5i1azhGto5Gee9grcsjsjvVE0Tbt2/Hc889hxo1auDMmTNo0KABLl++DEmS0LQpbwNIRERUHIwgUsfDwwP169fXuowic/X6iYhKuyZhrTG67Xws+u0D3MtJx9W0C5gRNwSj2sxBZb9wrcsjsivVE0Tjxo3De++9h6lTp8LPzw/ffvstKlWqhF69eqFr166OqNE5WHy4lmXDKGX0KAVfyPJJxPGE0ZTGl0UCqaxXErNulDKJUPCykBmkk2UM2c4kkmUKifEkJiFjSJaPYr29yVTczCFr4jeQUiaRZfaNSTIU2JbfspgppJRRJGYOiduLmUVKxO2ViPUrsZXLozSWmCFkK7OnMP3F/RU/k0h4HYr7M6mrXw17ZxSJw8ki1VQvK2UO2e5ua/+yfCTV11npCvg3OYPo6GiEhITgzTfftFq/Zs0a/PXXXxgzZoxGlRWOq9dPRFSW1Aqqj/Htl2De3jFIuX8DKfdvYGbcUIyImolaFR7Tujwiu1GdQnv69Gn06dMHAODm5obMzEz4+vpi2rRpmDNnjt0LJCIiKlMenkJk70cps2LFCtSrV0+2/rHHHsPHH3+sQUXquHr9RERlTZhfOCa2/wjhAbUAABk56ZizexSOXN+rcWVE9qN6gsjHx8ecOxQWFoYLFy6Y227dumW/yoiIiMoiyUGPUiY5ORlhYWGy9RUrVkRSUpIGFanjyPqjo6PRokUL+Pn5oVKlSujRowcSExPN7bdv38aQIUNQt25deHt7Izw8HEOHDkVaWlqx9ktEVNoFelfAuHYLUb/ig2iVXFMOluyfjNhLmzWujMg+Cj1BNG3aNGRkZKBVq1bYs2cPAOCpp57CqFGjMHPmTLz55pto1aqVwwolIiIieqhq1arYu1f+V9u9e/eicuXKGlSkjiPrj4uLw6BBg7B//35s27YNubm56Ny5MzIyMgAA169fx/Xr1zFv3jycOHEC69atw5YtW9C/f/9i7ZeIqCzwdvfByDbRaFW1IwBAggnrjizAplPr7BoTQKSFQmcQTZ06Fe+88w4WLFiAe/fumdfdu3cPX331FWrXrl2q7mAmfm9b5/6ozKJQyAQSQzR0sg2UMn/s2185s0hhPMscIb1CPpJCRpHYLk5piu2SmDkk5pcYrQcQM4qUyDOHlNqte0gWuUPicZYkvbBsO2NIKaNIKZNIpDarxt5s/UAVM4OUtlXKLBLzjsT+SuOJ2ytlDsn2p5BJJH9tFLxc3A8i9v66y3J/ZBlDajOHxPHE/jbGK2bekWZ4m/tCeeuttzB8+HDk5ubiySefBPDgRhqjR4/GqFGjNK5OmSPr37Jli9XyunXrUKlSJcTHx6Ndu3Zo0KABvv32W3N7zZo1MXPmTLz++uvIy8uDm1uRbnJLRFRmuOndMaD5OAR6VcCWc18DAH448xnuZN1C38YjYNAbFEYgck6F/gTw8JeQGjVqmNf5+PjwOnkiIiIqce+//z5SUlIwcOBA5OTkQJIkeHt7Y8yYMRg7dqzW5SkqyfofXjoWFBRks4+/v3+Bk0PZ2dnIzs42L6enp9u1RiIiV6PX6fFKw3dQ3jsYXx5bDgDYdfl/SMu6jYGPT4Snm7fGFRKppyqDSOszDIiIiEo9hlQXik6nw5w5c/DXX39h//79OHbsGG7fvo1Jkya5xOeVkqrfZDJh+PDhaNOmDRo0aJBvn1u3bmH69OkYMGBAgeNER0cjICDA/KhatardaiQicmVdav0L7z4+EW56dwDA0eT9mLP7PdzNZq4buR5V5xDXqVNH8UPL7du3i1UQERERUWFduXIFKSkpyMnJwcWLF83rn3vuOQ2rKjxH1z9o0CCcOHHCnB8pSk9Px9NPP4369etjypQpBY4zbtw4jBw50mo7ThIRET3Qsso/4O8ZiCX7JiEzLwMX75zGzLghGNVmDir6yG9IQOSsVE0QTZ06FQEBAY6qRXOWf2RV87c7eV6R2EFpWSlDSF3GkNoMIdX1i7lAYjyMZY6QmJ0iyxTS2WwXY3PE7Ba1GSM6oxE2Cd8R4oSocuaQNYPN7BjrJ2eSDMKy7YwhpYwisb9IJxxcpf72ppQTZEnM8FEaSymXRylTSH0mkfWy0WS02a60rCajSJ5ppu5YKFL8HhM7lJ4zVSyfWkl+ezjihJ9SeAIRLl68iOeffx7Hjx+HTqczv9Yfvhcald7vNVYS9Q8ePBibN2/Grl27UKVKFVn73bt30bVrV/j5+WHTpk1wd3cvcCxPT094enoWuyYiotLq0YpN8EH7RZi/dyxSs1KQfO9PzIgdgpFtolEtsLbW5REViqoJoldeeQWVKlVyVC1EREREhTJs2DBERERg+/btiIiIwIEDB3D79m2MGjUK8+bN07o8RY6sX5IkDBkyBJs2bUJsbCwiIiJkfdLT09GlSxd4enrixx9/hJeXV7H2SUREQNWAmpjQYSnm7x2LpLtXkJZ9G9G7hmNwy6loENJc6/KIFBU6g8gVrucnIiJyeZKDHqXMvn37MG3aNAQHB0Ov18NgMOCJJ55AdHQ0hg4dqnV5ihxZ/6BBg/Cf//wH69evh5+fH5KTk5GcnIzMzEwADyaHHt72fvXq1UhPTzf3cfYzr4iInF1wuVCMb7cYtYIeAwBk5WVi4W/j8NuVXzWujEhZoSeIin2ZAhERESljSHWhGI1G+Pn5AQCCg4Nx/fp1AEC1atWQmJioZWmF4sj6Y2JikJaWhg4dOiAsLMz8+OqrrwAAhw8fxoEDB3D8+HHUqlXLqs/Vq1eL98SIiAi+ngEY3XYemoS1AQAYJSNWHpqF/53dwN+ryakV+hIzWfZLaSfL8fj7DCp5Ro/QVwjt0MneBGxnAqnNLJIkcX+2+6vOOBJygSRxWtFWfzFzSMwEEscWS5NlDlnvXNKJ25uEZaE04Uw4ndBf7ctcKXPIFvGHg172dbXOJBLP4jMKxSplEMkzh2w/WXufNajmh6FSPpHaTCKlWtT2F/cvfi3kmUS228X3V7WZRU5FKaJIcVnI2hLf0JRyxizaZduKZN8j4ns5ObMGDRrg6NGjiIiIQMuWLTF37lx4eHhg5cqVqFGjhtblKXJk/UrvER06dHDu9xEiolLAw+CJIa2m4POEJdh56ScAwNcnVuJO5i28GjkQejFslcgJqMogIiIiIgdzxCVhpXAuYMKECcjIyAAATJs2Dc888wzatm2LChUqmM+UcWauXj8RESnT6wzo03g4ynsH47tTawEA2y58h7Ss23ir+Vi4Gzw0rpDIGieIiIiIyCUcO3YMDRo0gF6vR5cuXczra9WqhTNnzuD27dsoX7680+Ymunr9RESknk6nw3P1eiPQKxjrjsyHSTLh92uxSM9OxdCoaSjn7qt1iURmnCCyZJHTILtsy6qb0m3kbV8CJrar3956Ue0lbIr1K1xSptTf6tb1sjZhbNklaFBoFy8pU7ssXFImfgZXuo+9QO0p+pb9xV8AxMvT1N7GXryETN7f9iVpSsT9qaXutva2+6q9JEzebvs28krjKS0rXVKmdImZuL2tS9BMRqXaoNBevFNLxJeF4miyS8RsXzJWrHbFy9GsmyWbY6HE8Db3BWvSpAmSkpJQqVIl1KhRAwcPHkSFChXM7UFBQRpWp8zV6ycioqJrV70b/D3LY/nv05BjzMKZWwmYFTcco9pEo7x3Ra3LIwKgIqSaiIiISEuBgYG4dOkSAODy5csul4/o6vUTEVHxNA5rhbFt58PPIwAA8Gf6RUyPHYLr6X9oXBnRAzyDiIiIyKkwhKggPXv2RPv27REWFgadTofmzZvDYDDk2/fixYslXJ0yV6+fiIiKr0bQoxjffgnm7x2Lv+4n4XbmTcyMG4rhrWeidoUGWpdHZRwniIiIiMglrFy5Ei+88ALOnz+PoUOH4q233jLfKt4VuHr9RERkH6F+VTG+w1Is/G0c/kg9h4zcu5i7+z288/gENKv8hNblURnGCSILlrkPslwfy2Uhg0eWFaMUVqGQCSKOr5NtoBD6oXjbeqG/LHNI2L84vq3MIQi5QXqFvCIxE8TWWPn0FzOGTOKt24ubGyJkEol5TGozigw2MoiUbnsvZgCZZBlE6m57LxIzjEqa0q3rLRU/g0hdDo+4P7WZRMW97b3NZdW1QKFd7IDikb3u1N16Xp45ZLu71dudrK/wPacwttXgJRkazBOIbOratSsAID4+HsOGDXO5CRZXr5+IiOwj0CsIY9suxEcHJuPkzXjkmnLw0f4p6N14CJ6s0V3r8qiMYgYRERGRM5Ec9ChFcnNzceXKFSQnJ2tdSpG4ev1ERGQf3u7lMKL1LERV7QQAkGDCZwmL8e3J1cW+kQhRUXCCiIiIiFyKu7s7jh07pnUZRebq9RMRkf246d3xVvOxeKrOK+Z1PyV+gTWH5yHPJN5imcixOEFERETkTB5e72zvRynz+uuvY/Xq1VqXUWSuXj8REdmPXqfHSw0GoFejwea4kt1//Iwl+yYiOy9T4+qoLGEGkSWrD9HFyJtQmwmkur+68cQcH1nUjCyjSBhAiIYRu4v9raI6ZBlC4lhC/olCf3kGkZg5ZP3kTLLAJXE82ZOx2V08dEYxo8hQ+DwYMQ/FIPQVc2f0euu9i9srZQ4ZrUuV9Rd7yNsdS81ptGozg5S2L25mkSxDSG1/lZlEklEqsM0kfg/ZylOzg2IPV9yXmc3cIBUZQ0r9S/bbgQohLy8Pa9aswa+//opmzZrBx8fHqn3BggUaVVY4rl4/ERHZ3z9rvoAAzyCsPBSNPFMujt04gNm7R2JE62j4ewZqXR6VAZwgIiIiciaOOOGn9J1AhBMnTqBp06YAgLNnz1q1lfQEd1G4ev1EROQYj1fpAD/PQCzZPxGZuRm4dCcRM2OHYNQTc1DJp7LW5VEpxwkiIiIishITE4OYmBhcvnwZAPDYY49h0qRJ6NatGwAgKysLo0aNwoYNG5CdnY0uXbpg+fLlCAkJKXBMSZIwefJkrFq1CqmpqWjTpg1iYmJQu3btItW4c+fOIm3nLFy9fiIicpxHKzbGB+0WY8HesbiTdQs3Mq5hRuwQjGwdjerl62hdHpVizCAiIiJyKo7IH1J3ClGVKlUwe/ZsxMfH49ChQ3jyySfRvXt3nDx5EgAwYsQI/PTTT9i4cSPi4uJw/fp1vPDCCzbHnDt3LpYsWYKPP/4YBw4cgI+PD7p06YKsrKyiHigiIqJSq2pADUzo8BEq+1UDAKRn30H0ruE4fuOgxpVRaaaTeP88pKenIyAgAJXqhEJveDBnpncT8l4Mfy/rDUL2i42+D5aFbBjF7dW2C6eiq9xe3l9s19tst1mv2CZbVvnc9ba3lx1bWbvt8cScH3l/oV1he9nX3qJdlhmkkDFkUJlBJCpuf3uzZ+aQo9vVZgrZfdlovWyZOyRmDkkKmUSydqOQbyT0l7Ubxe3FWgvOSwIAKc/2eFKe7fEgtovjWbSLbbJtZbULrwOL7Y25Rpz/6TTS0tLg7+8PR3j4s6hGp9rQuxnsOrYpz4iLv54rVv1BQUH48MMP8a9//QsVK1bE+vXr8a9//QsAcObMGTz66KPYt28fWrVqJdtWkiRUrlwZo0aNwnvvvQcASEtLQ0hICNatW4dXXnlFto2SadOm2WyfNGmS6jFLkqvX//D16sjvCSIiAu7lpGPJvok4m3IcAGDQGfBms/fRJryzxpWRKynsz21eYkZERORM1J/wU7gx8eDDgSVPT094enra3NRoNGLjxo3IyMhAVFQU4uPjkZubi06dOpn71KtXD+Hh4QVOEF26dAnJyclW2wQEBKBly5bYt29fkSaINm3aZLWcm5uLS5cuwc3NDTVr1nT6CRZXr5+IiEqGr4c/3ntiLlYcnIX467thlIxYdWg2UjNT8FSdV5hbR3bFCSIiIiJn4sAJoqpVq1qtnjx5MqZMmZLvJsePH0dUVBSysrLg6+uLTZs2oX79+khISICHhwcCAwOt+oeEhCA5OTnfsR6uFzOKbG2j5MiRI7J16enp6NevH55//vkijVmSXL1+IiIqOR4GTwxqOQn/OfoRdlz8AQCw8eQq3Mm6hdciB0Kvs++Zx1R2cYKIiIiojLh69arVacW2zh6qW7cuEhISkJaWhm+++QZ9+/ZFXFxcSZRZZP7+/pg6dSqeffZZ9O7dW+tyVHP1+omIyHH0OgN6NxqK8l7B+PbUagDArxc2ITUrBQOafwAPg4fGFVJpwAkiC5Z/tBUjSXQWKyRJyHIR/9IrZHiIUeDi9uLOdArtsrgUk1CPGD0uZpAIw4s5PBBiO6CXbLaL41nuT3bGo/jUxIMn9hczQUQ6289NLFZ8arJjrUAn+1rohWXrdr3YbrEofp3EbcXTRU1CdoxSppAs40hlBpGouKevFifuTG1GkNrt1bYrLaveXszCUehvmSskZgrJahHHEt8PlJ6L0vuPrL9Cu6NZvEzF16zs/cZJSZJUrO+XgsYEHkxAFDYvxsPDA7Vq1QIANGvWDAcPHsTixYvx8ssvIycnB6mpqVZnEd24cQOhoaH5jvVw/Y0bNxAWFma1TePGjYvwjAqWlpaGtLQ0u45Zkly9fiIichydTodn6/VCoHcFrD08DybJhEPXduFudiqGtpoBHw9frUskF8cJIiIiIlJkMpmQnZ2NZs2awd3dHdu3b0fPnj0BAImJibhy5QqioqLy3TYiIgKhoaHYvn27eUIoPT0dBw4cwLvvvlukepYsWWK1LEkSkpKS8Pnnn6Nbt25FGrMkuXr9RESknbbVuiLAMwjLDkxBtjELibeOYdauoRjVeg6CylXUujxyYZwgIiIiciYOzCAqrHHjxqFbt24IDw/H3bt3sX79esTGxmLr1q0ICAhA//79MXLkSAQFBcHf3x9DhgxBVFSUVUB1vXr1EB0djeeffx46nQ7Dhw/HjBkzULt2bURERGDixImoXLkyevToUaSntHDhQqtlvV6PihUrom/fvhg3blyRxixJrl4/ERFpKzL0cYxpuwAL932Au9mpuJZ+GTPiBmNUm9l4xD9C6/LIRXGCiIiIiKzcvHkTffr0QVJSEgICAhAZGYmtW7fin//8J4AHkxt6vR49e/ZEdnY2unTpguXLl1uNkZiYaHWp1OjRo5GRkYEBAwYgNTUVTzzxBLZs2QIvL68i1Xjp0qWiP0En4Or1ExGR9moE1cOE9ksxb+9o/JWRhNuZf2Fm3DAMi5qBusGRWpdHLkgn2TvowAWlp6cjICAAFWuHQG94EAzz8P8P6SyW9W5Cm5DhozMI2S9if6Fdp9RezP5Q21+2P7Fdb7PdajzZvtTWYru/+HWCXmwX85kU6hG31yt8rYV2vYp2WWaQbF+wXlaZOaS0LHKmW2SqfVuyd8aQUrtifzHsSmWGka3MIXE8W20P2oWMIjGDSFg2GRX6K7Yr9Bfb8xTahe2Rp7A/y/HU9AVkmWeSxfbGXCPO/3gKaWlphc7wUevhz6KIDrWgd7Pv3UhMeUZcij3v0PpLyr59+5CSkoJnnnnGvO6zzz7D5MmTkZGRgR49emDp0qU2A7i15Or1P/Tw9VoaXlNERK4uLes2Fv02HpdSEwEAbnp3vNNiPJo/0k7jyshZFPbnthhnTEREROS0pk2bhpMnT5qXjx8/jv79+6NTp04YO3YsfvrpJ0RHR2tYoW2uXj8RETmfAK8gjGm3AA0qtQAA5JlysezAVPx64XttCyOXwwkiIiIiJ/LwLmb2fpQWCQkJ6Nixo3l5w4YNaNmyJVatWoWRI0diyZIl+PrrrzWs0DZXr5+IiJyTl5s3hreeiTbhnQEAEiT85+gSfHPik1L1OYAcixNEREREzkRy0KOUuHPnDkJCQszLcXFxVnf9atGiBa5evapFaYXi6vUTEZHzctO74d/NxuCZur3M6zafXY9P4uciz5SnYWXkKpw6pDo6Ohrfffcdzpw5A29vb7Ru3Rpz5sxB3bp1zX2ysrIwatQobNiwwSoo0/LDV6FZfIgWJ1l1FivEzA15dIv1CvlY+ey3GMuyvBMxu0bMKBHaxe3FnB2I44tPQGiXLDaX5doI20risRO7i/uSlWa9c73w5BQOjbyHJG5ve3xxe5PwhHSybJm/txePjV7oqzMpZAjJMozE5uJlDmmZSVTiGUTiC0U+QLH2J19WqE9pe4vvaVtthWpXyDCSjweFdtv95SscSO1L2Nb7kfNEdJV5ISEhuHTpEqpWrYqcnBwcPnwYU6dONbffvXsX7u7uGlZom6vXT0REzk2n0+Ffj/VHoFcFfHF0KSRI2HtlK9KybmNwqynwcvPWukRyYk59BlFcXBwGDRqE/fv3Y9u2bcjNzUXnzp2RkZFh7jNixAj89NNP2LhxI+Li4nD9+nW88MILGlZNRERUDDyDyKannnoKY8eOxe7duzFu3DiUK1cObdu2NbcfO3YMNWvW1LBC21y9fiIicg2davbAwJaT4aZ/8EeHEzcPYvauEUjLuq1xZeTMnPoMoi1btlgtr1u3DpUqVUJ8fDzatWuHtLQ0rF69GuvXr8eTTz4JAFi7di0effRR7N+/H61atdKibCIiInKQ6dOn44UXXkD79u3h6+uLTz/9FB4eHub2NWvWoHPnzhpWaJur109ERK6jxSPt4O8ZiMX7JuB+7j1cTj2LmXFDMarNHIT4PqJ1eeSEnHqCSJSWlgYACAoKAgDEx8cjNzcXnTp1MvepV68ewsPDsW/fvgIniLKzs5GdnW1eTk9Pd2DVREREKkiS/S/FK0XhlMHBwdi1axfS0tLg6+sLg8Fg1b5x40b4+vpqVJ0yV6+fiIhcS93gSIxvvxjz947F7cy/cDPjOmbEDcGIqFmoEVRP6/LIybjMBJHJZMLw4cPRpk0bNGjQAACQnJwMDw8PBAYGWvUNCQlBcnJygWNFR0dbXe//kOWdXuTZMX8HUNhqe9AuG9jWIqCQESQL0hEzkJT6C5lCsswhMVtDzBSxHX0DSZaVY7mgbiwx50NSSBGSla4yk0j8WukV9mcSDp5O/NqLuUA2Xhuy4yjkH8nGkh07oV0ps0iklEFUwhegKuYAWXV2bEaRcn+V+1OZSaTc32JZjAQziblawqIsg8hksz2fwCSb48uXVWYSKY1vR+L3iFSarsMqAwICAvJd//CPSM7O1esnIiLX8Yh/BCa0/wgLfhuLP9Mv4W52KmbvHonBLScjMrSl1uWRE3HqDCJLgwYNwokTJ7Bhw4ZijzVu3DikpaWZH7xbCBEROYuHJxDZ+0FERERlV1C5ihjXbjHqBkcCAHKMWVi0bzx2/7FFYUsqS1xigmjw4MHYvHkzdu7ciSpVqpjXh4aGIicnB6mpqVb9b9y4gdDQ0ALH8/T0hL+/v9WDiIiIiIiIqLTy8fDFqDZz0fyRdgAeXB2xOn4ufjrzheq7CFPp5NQTRJIkYfDgwdi0aRN27NiBiIgIq/ZmzZrB3d0d27dvN69LTEzElStXEBUVVdLlEhERFZ8EB5xCpPWTIiIiImfgYfDAwMcnolPN583rvj21Gp8fXQKTZNSwMnIGTp1BNGjQIKxfvx4//PAD/Pz8zLlCAQEB8Pb2RkBAAPr374+RI0ciKCgI/v7+GDJkCKKioop0BzPLDCJxBtUyd0iWOZTPOFbEzB+9LHxG6C+GzQg7EDNCTGKOhu3+sugZYZpQKaNIliMk1qOz0VeWMWSb7NjKAp5s9xczicRMIFnGkDieUuaQ6gwiqeC+smwphUwhWUaRQqaQQoaRjPDzQbG/SsX5K4XdM4JUDqB6/2oyhfIbT8wNspFBJBtbIVNInkmkcllxfxCWXSh8WVfAvx3NEbel5wQRERER/T+9zoBekYNR3isYG0+uAgDsuPgD0rJu4+0WH8DD4KlxhaQVpz6DKCYmBmlpaejQoQPCwsLMj6+++srcZ+HChXjmmWfQs2dPtGvXDqGhofjuu+80rJqIiIiIiIjIeel0Ojxd91W81XwsDLoHd9SMv74b8/aMRkbOXY2rI6049RlEhTnDwMvLC8uWLcOyZctKoCIiIiLH4glEREREVFLahHeGv2d5fLR/MrKNWTibchwz44ZiVJvZqFAuROvyqIQ59RlEREREREREROQ4DUNaYFy7RfD3LA8AuH73D8yIHYKraRc1roxKmlOfQaQJSfj/w0WLZZ1C5oY840fICJJlclgvysaXtQvjybJrhPFlwTrC7k1ilo267WEU6rXRVXzq8owhsYOY92RdjKQwx6m0f9mTEwtQu6y3rkeeZfV3f1kGkXjghdL0wtjyL5TtZsUMoWJmDCmNX6w7I6jctrgZRcXPILKdw2PX7cU2k/A9Imu3byaRLBNNtkOl5wKb7WqPXangiPvSl4XjRkREREVWvXwdTGi/BPP3jsWNjGu4k3ULs3YNw7BWM1CvYiOty6MSwjOIiIiIiIiIiMq4Sr6PYHz7JYgoXxcAkJmbgXl7R+P3P2O1LYxKDCeIiIiInInkoAcRERGRAn+v8hjbdgEiQ1oCAPJMuYj5fTq2XeCNoMoCThAREREREREREQDA080bQ6Omo221rgAACRK+OPoRvj6xEiZJzB+h0oQZRBYsYx/k2TGSRT9dgW35tYsZHTqd8KdcYZpO/J7TiRlGiplDQn+hWdyfTswQEWN2hM3FqBnx6Vq222rLt13YlyQLQLIuXm0mkVK+iXL+ifWy+KXUCV88WSyP9Hd9kk58Xdg+GPKsK9v9FTOOlBQzk8iu7J5BpDCeUrODM4gU+1u9H8l2br0oZgip7a+QOaS6XSxAVp+6DCObyy561gwjiIiIiEhrbno3vNn0fQR6BeOnxP8AAP53dgPuZN5C/2bvw03vrnGF5Ag8g4iIiMiZPJwhsveDiIiISAWdToeej72JPo2HQ/f/Uwf7rv6KRb+NR2bufY2rI0fgBBERERERERER5evJGs9hcKspcNd7AABO3DyE2btHIDXrtsaVkb1xgoiIiMiZMKSaiIiInEyzyk9gdNt58HH3AwD8kXoOM2OHIPnenxpXRvbEDCJLViFEQo6Pxen5SplDYrutsQDIMoNk0S9iRoeYNSNmDsmybcTxhGUVmUJAPhlJNraXtwnPVfitRZ53JOYpCTsXj72YSST72ohfC9tPXml7WX/xaynkR+lMxgLbZMdGfO4qM4uUMocUM4m0jCBS+cusYqaP2v5qM4iKmVkkywFSygmSCtmW3wpxUSkDSDFTyPbu5NuL9RVzuRjUvm6IiIiIyrLaFRrgg/aLMX/vWNzOvIm/7idhZuwQjGg9CzWCHtW6PLIDnkFERETkRCRJcsiDiIiIqLge8a+OiR2Woop/DQDA3Zw0zN49CglJ+zWujOyBE0REREREREREVCjlvStiXLtFqBfcGACQY8zCkv0TsOvyz9oWRsXGCSIiIiIiIiIiKjQfD1+MajMbjz/SAQBgkkxYc/hD/Hjmc5657MKYQWTB8jR88UVtmT0jvt6VMonEDA4xe0aW0SFO24mZP2J2jTi+mB2jkAMkz64R+9tut5VpJAmBIbKMIGGOUp5JZN1fliEEBQr5JeJTkY2nNg9FJwayFJwzJHbVCSvkmUTi0AqZRQpPVjGDSOToTKJi/BwpbqaQ4ngK4yv+DFS7vZpcIVmpShlB6jKJZDuXZRZBXbv43MT9KWUiqTg2ar+ORERERFR47gYPvPP4BAQer4Bfzn8LAPju1FrcybyF3o2HQq8zaFwhqcUziIiIiJwN72BGRERELkCv0+PVhgPxcoO3zet2XvoJS/dPQY4xW8PKqCg4QUREROREGFJNRERErkSn06FbnZcxoPkHMPz/WUNHkvZi7u73cC8nXePqSA1OEBERERERERFRsbQO74QRraPh5eYNADh/+yRmxg3FrfvJGldGhcUMIkvS3xEVsugKy1wMffEyh2SZG7JMH4WMIDGjQ0Um0IN6xMwP60XFzCExC8dms+3nIu5cOZPI9nCyfCixXdy9SCkXSDw4SgfLVkaRjXyifPet1C7sSqxFqTT5F1odtZlGxTqjQeW2ds8IKu72KjOTlHKD1PRVzBgqdmYQbLfL9i/uT9xeqd3GeGozxGwtl+QJOI64LIwnEBEREVEJaBDSHOPaLcL8vWORnn0HSXevYEbsEIxqMxtVA2pqXR4p4BlERERERERERGQX1QJrY2KHjxDiWwUAkJqVgllxw3H6ryMaV0ZKOEFERETkTCTJMQ8iIiKiElLRJwwT2i9FjfKPAgAy8zIwf+9YHPhzp8aVkS2cICIiIiIiIiIiu/LzDMCYtvPQKLQVACDPlIuY36dj6/lvNK6MCsIMIksWf2UVczIki6k0eQaQkDkkZr2IGRkCMaNIlqkhTONJQiaHLPtFKZNIIcNIp5BhpJgDZFWb0ra2i1XMJFKZOSR8qeTbi3krSk9AcQcFZxSJrwvZ60D2dVWbOaTwXGRsv46VlGhEi9qdOThjSOnJq8kQUt1ffM0q5R2pzRhS7K9yPKX3I4WMJFUZSkrfr07KESf88AQiIiIi0oKnmzeGtpqOT48sxK4//gcA+PLYctzJ/AsvNXgbeh3PWXEm/GoQERERERERkUMY9Aa80XQUutfrY1635dxGrDwUjTxTroaVkYgTRERERERERETkMDqdDs/X74d+TUZC9//TEPuvbseCveOQmZuhcXX0ECeIiIiIiIiIiMjhOkQ8g6GtpsJd7wEAOPXXYUTvGoHUzBSNKyOAGURWHmRbPAhq0OnF3AuL7BiFIBtJzJ1RyJqRZWrIYnmUMoYUthcZbXdXiqqQ9bcRnSOp3JdiJpGws+JmDsnzS4QRhSlUWUaRrSevVJDYV5YNZfvrLs+eEl8HCkdH4XWinFlUgtQGqKjtbu+MIaXt1WYi2eqvlBFU3EwisV0ho0gxw0gpc0jWLtZne9lqPNlzUXvcbezXkRhCRERERKVYk8ptMLrtPCzaNwEZOem4knYeM+KGYFSb2QjzC9e6vDKNZxARERE5Ed7lnoiIiEq72hUaYHz7JahQLgQAcOt+MmbGDcX526c0rqxs4wQREREREREREZWoyn7hmNB+KaoG1AQA3MtJx9zdo3Ak6TeNKyu7OEFERETkTHgKEREREZUR5b2DMa7dQjxasQkAIMeYjSX7JiHu0n81rqxsYgaRBau4CTE3yCLfRfycLculkW0Lm+0ysqwZlRlD4v5sx/ooZtvIqpVF4wjP37LNINRS7EyigvcFqM8c0gkHR/61FTZXivURNrCVUSTrqzZTSKFdUsgckmUYyah83dlTMX+XLW6mUD4DFqdZOfdHob/N8YubKaQyo0h2bGUZQQoZQ4qZRLbbFTOMLBeV8otk29pY5gQLERERkUOUc/fFyNbR+CR+Dg78uRMSTFh7ZD7uZN1C93p9CvF7C9kLzyAiIiJyIjyBiIiIiMoad4MH3m4xHl1qvWhe9/3pT7HuyAIYTUYbW5I9cYKIiIiIiIiIiDSl1+nxauS7eKXhu+Z1cZf/i6X7JyE7L0vDysoOThARERE5E55CRERERGVY19ov4p0W42HQPUjESUjeh7l73sPd7DSNKyv9mEFk4UGWxYPQCkkIz7HM3ZDl1og5Fko5NAoZRWLQjWLmh0LGkOyaTYX+ks52fWKOkDigZX8xB6e4mUSyWBzFzCF1/RXHU4gBUsp70uktsqxUZgqpziwSKWQUFfvS3uIOUIxfYFVvWtyMIntnEint30Z/u2cKlXhGkdCuNnPIxvZKWVRKx44RRERERETaaFW1I/w9y2PJ/knIyruPC7dPYWbcUIxqMwcVfUK1Lq/U4hlEREREZCUmJgaRkZHw9/eHv78/oqKi8PPPPwMAbt++jSFDhqBu3brw9vZGeHg4hg4dirQ023/V69evH3Q6ndWja9euJfF0iIiIyAXVr9QUH7RbjECvCgCA5HtXMSN2MP5IPa9xZaUXJ4iIiIiciDNcYValShXMnj0b8fHxOHToEJ588kl0794dJ0+exPXr13H9+nXMmzcPJ06cwLp167Blyxb0799fcdyuXbsiKSnJ/Pjyyy+LeJSIiIioLAgPrInx7Zci1LcqACAt+zaidw3HqZuHNa6sdNJJiveDLv3S09MREBAAv9AA6PQPLpPRG6yvhdLr/758Rm+wnlfTGawvrZG16/VCu3DpkF5YVhi/+P0V2oVliP0VtofFsthXnJKUtYuXVcnGhrBs7/4K9YqXUYn9xausxGbL/gqX/smu2FK6VFAku0RNob/C9k5N5duY3S8BU7m98v5VbKD2kjG1+yrmJWSy7VXf9l5df8t65JejKYxtLPjyN2OuERf+exppaWnw9/eHIzz8WRTyaGXZz5HiMhlNuHH6erHqDwoKwocffpjvRNDGjRvx+uuvIyMjA25u+V+93q9fP6SmpuL7778v0v7JuTx8vTrye4KIiOihe9lpWLRvPM7fPgUAMOjc8FbzMWhVtaPGlbmGwv7c5hlEREREzsSBpxClp6dbPbKzsxXLMRqN2LBhAzIyMhAVFZVvn4cfNgqaHHooNjYWlSpVQt26dfHuu+8iJSVF/fEhIiKiMsfXMwDvPzEPTcJaAwCMUh4+PjgTP5/7WuPKShdOEBEREZURVatWRUBAgPkRHR1dYN/jx4/D19cXnp6eeOedd7Bp0ybUr19f1u/WrVuYPn06BgwYYHPfXbt2xWeffYbt27djzpw5iIuLQ7du3WA0yu58QERERCTj6eaFwS2nokP1Z8zrvjr+Mb48thwm2Z1PqCh4FzMiIiIn4oi70j8c7+rVq1anFXt6eha4Td26dZGQkIC0tDR888036Nu3L+Li4qwmidLT0/H000+jfv36mDJlis0aXnnlFfO/GzZsiMjISNSsWROxsbHo2JGnhxMREZEyg96Avk1GoLx3MDadXgcA2Hr+G6RmpeDfzcbA3eChbYEujhNEliSY8y0kk/UMpOVt7+UZHMLtw2W3K1e4rbPA8lboD8YXOwjZMGKOhkJ0jNrfO2S3uVfqb6Ov7LbwYrteoV325CQbS/n0F2+xrXCba8Xb2AsDyDKKxN1bfi31treV7Usxc0hYFF93sv4KA4pP3pnY+7b2ars7OMNIVY6QmryifPrb/zb3Qn9ZhpDt9zfFjCOFTCKrXCGl73fZvlHwilIS1/fwrmSF4eHhgVq1agEAmjVrhoMHD2Lx4sVYsWIFAODu3bvo2rUr/Pz8sGnTJri7u6uqpUaNGggODsb58+c5QURERESFptPp0P3RPgj0qoBPExbCJJlw4M+dSM++gyGtpqGcu6/WJbosXmJGRETkTJzhNmb5MJlM5syi9PR0dO7cGR4eHvjxxx/h5eWlerw///wTKSkpCAsLK3ZtREREVPa0j3gaQ1tNh4fhwRnRp/9KQPSu4biTeUvjylwXJ4iIiIjIyrhx47Br1y5cvnwZx48fx7hx4xAbG4tevXqZJ4cyMjKwevVqpKenIzk5GcnJyVZ5QvXq1cOmTZsAAPfu3cP777+P/fv34/Lly9i+fTu6d++OWrVqoUuXLlo9TSIiInJxjcOiMLrtfPh6PDhD+mraRcyIHYzr6X9oXJlr4gQRERGRE5Ec9FDj5s2b6NOnD+rWrYuOHTvi4MGD2Lp1K/75z3/i8OHDOHDgAI4fP45atWohLCzM/Lh69ap5jMTERKSlpQEADAYDjh07hueeew516tRB//790axZM+zevdtmDhIRERGRklpB9TG+/RIElwsFAKRk3sTMXcNwLuWExpW5Hp0kC3woe9LT0xEQEADfiv7Q6R/ksugM1vksesPfGUR6vXWbTm89z6Z3E7YV2nXi9gbb7Xo3pe2FZZ1Cu8L2UDueuL3l+Iq1WG8Kpdr0tjN+xOemvr/temTPR4zxUdgfrA6NUt/Cj5XveCKl8ZWo7G5XxX2XKmYmkHy4Yo6nNsPIRn9VeUX5tavNFFLMLFKREZTv9sKy0F95e8mir+2xZGMbC86LM+YacXHLGfPt3B3h4c+iirVDoDfY9+83JqMJf5274dD6yXlER0fju+++w5kzZ+Dt7Y3WrVtjzpw5qFu3rqyvJEl46qmnsGXLFmzatAk9evQo1D4evl75miIiImeRmnUbC/eOxR9p5wEA7noPvPv4RDSt3EbjyrRX2J/bPIOIiIiIqBSJi4vDoEGDsH//fmzbtg25ubnmywJFixYtUv4DAxERkQsI9ArC2HYL8VilZgCAXFMOlu6fjJ0Xf9K4MtfBu5gRERE5k6JcE1aYManM2LJli9XyunXrUKlSJcTHx6Ndu3bm9QkJCZg/fz4OHTrEsHAiIioVvN19MKL1LHwSPxf7r26HBBM+TViIO1m38Pyj/fhHEQWcICIiIiIqxR5mQQUFBZnX3b9/H6+99hqWLVuG0NBQxTGys7PNd7EDHpyqTkRE5Izc9O4Y0HwcynsF4+dzXwEAfjzzOVIzU9C3yQgY9AaFEcouThBZMEkSdP//V1aDZD2zKJn+DqOQIGYCibkVwrbin27FSUshB0Oc1JSMYpCGwpWB4utd3Fy2f9vNkjieEbZZPB2dsK0kbqtwaGR/9Bb7C4dCjD/RiQMo9JeNLzv0wtda9sUStreRGyQpZAqJxStlFsnGE8naFQ6+SvacjS92NJrazdVmAhVzvGLnBlkPpnLfKrdXbBe7q8wYEvubxGaF8cQcIangNnmekUJtVitK7hQcSZKK/z2Qz5hUNplMJgwfPhxt2rRBgwYNzOtHjBiB1q1bo3v37oUaJzo6GlOnTnVUmURERHal1+nxcsO3Ud47GF8eWw4JEnb98T+kZd/GwMcnwtPNW+sSnRIziIiIiIhKqUGDBuHEiRPYsGGDed2PP/6IHTt2YNGiRYUeZ9y4cUhLSzM/LO9YR0RE5Kw61+qJdx+fCDe9OwDgaPJ+zNk9CunZqdoW5qQ4QURERORMnOE+91QqDB48GJs3b8bOnTtRpUoV8/odO3bgwoULCAwMhJubG9zcHpxQ3rNnT3To0CHfsTw9PeHv72/1ICIicgWPV+mAUW1mw9vNBwBw8c4ZzIwbir8ykjSuzPlwgoiIiIioFJEkCYMHD8amTZuwY8cOREREWLWPHTsWx44dQ0JCgvkBAAsXLsTatWs1qJiIiMixHq3YBB+0X4RArwoAgBv3/sT02MG4fOesxpU5F2YQWZAs8ikkMbzGMjtGEnMsbIdsyLJhZJlACrkYIlmwjtiusL1KajOJLPuLlcoyg5RShxQyhWSZQ7LxbQ8vi80Rx1dol2+vkFGkK+Df+Y2llDGkMlNIdUaQyu6yrC0tqY0MUspnKU5G0IMdFGt7m5urzjMqZqaQbDyFZfH9UXVmkcL2tsZXyhyS5RfZyENSel+2I+n//7P3mFR2DBo0COvXr8cPP/wAPz8/JCcnAwACAgLg7e2N0NDQfIOpw8PDZZNJREREpUXVgJqY2OEjzN87Ftfv/oH07DuYvXsEBrecigYhzbUuzynwDCIiIiJnw8vLqBhiYmKQlpaGDh06ICwszPz46quvtC6NiIhIUxXKheCD9otRK+gxAEBWXiYW/jYOv13ZpnFlzoFnEBERERGVIkW5ax3vdEdERGWFr4c/Rredh49/n4HDSXthlIxYeSgaqVkp6Fb7ZbvendnV8AwiIiIiJyJJjnkQERER0QMeBk8MbjUFT0Y8Z1739YmVWH9sGUyKmS+lF88gsiRJ5lPxTcKnab3Fa0TMcpDnFSnkXojZMGIOhliXOIMp9JdNcAr7U/y9QCmIR+wu9raRSaQ0smK7UuaQQrsslkfMKFKdMaSwvXDsxf1ZZxCpyCvKb1lsVsowUnxy6vbnVNT+8qv2t+XiZAQVpkNxtlfKAJINpS6DSLEWtRlGajOG1GYaWbYrbGszc0gcS5Y1R0RERESuTK8zoHfjYQj0DsZ3p9YAALZd+A6pWSl4q/k4eBg8NK6w5PEMIiIiImfCU4iIiIiISoROp8Nz9V5H/6bvQ///f90/eC0O8/eOQUbOPY2rK3mcICIiIiIiIiKiMqtt9W4YFjUDHgYvAEDiraOI3jUcdzL/0riyksUJIiIiIifCE4iIiIiISl6j0FYY23Y+/DwCAAB/pl/E9NghuJZ+WdvCShAziCxI+DuDSJZVYflvMTtGlmMhZssIOzJZr5Bnw4j9bWcOmYzWy7Zib/IbQDKKIUniCMXIJBJqk2cGCc9NOFiSUilKmUNKeSZi7E9xM4rE3B9b+xP3rZg5ZPt1ophhJFKZMeRMYf7F/mW3uJlA9h5PbW6QrW3tnCGkWEsx9yfPDbOdCyS228woUspDspU5JBuLMyxEREREpV2NoEcxvsNSzN87Bn9lJOF25k3MihuGYVEzUCe4odblORzPICIiInIqkoMeRERERKQk1LcKJrRfimqBtQEAGbl38eGe9xF/bbfGlTkeJ4iIiIiciSMuL+P8EBEREVGhBXgFYWzbhWhQqTkAINeUg48OTMH2Cz9oXJljcYKIiIiIiIiIiMiCt3s5DG89E63D/wngQTTM50cX45uTq21HQLgwZhBZMJkkc86KXmcdTiFZhOGIORViJpEYfCOJGRoQtxcLkVUmLFnP6+kNVov57M/2eDqD9Xj2zCSSZQiJFL6v5PlJtjdXyhwS21VlBqEQGUUiMT9Kb7GBLENIYSyFjCLFjCCVmUYKvfMZ34EhRcV9A1adKaTQrLaeYmYQKeYGqRhLdYaQyloUM4UUc8QUMoZsZQ6J/ZVqtZU5JLTL+jqSI1KlS+mHGCIiIiJHctO7461mY1HeKxj/PfslAGBz4hdIy0pB3yYj4aYvXVMqPIOIiIiIiIiIiCgfOp0OLzZ4C683GgLd//9VffcfW7Bk3wRk5WVqXJ19cYKIiIjIifA290RERETOp1PN5zGw5SS46d0BAMdu/I45u0YiPeuOxpXZDyeIiIiIiIiIiIgUtHikPd5rMxfe7j4AgEupiZgZNxQ3713TuDL7KDUXzC1btgwffvghkpOT0ahRIyxduhSPP/64qjEssznEHB/JIrzCJAbZmKw7i7NusswgpUwhpUIVM46UtheyYox2ziSSCm6SlaK3rkUyKuSVCLuWZQ4pxSUpZQwVN6NIISfI5l/xhZ3rxMGUxpZlCilsr0R1pJBCNpVCRpFDg97snEGkeDpGMTOHFI9FcQ6VygyiEs8UUptxJHawfLsS9y3mCCllEql4L7MrZhAREREROa16FRthfLslmL93DO5k3cKNjGuYETcUI1rPQkT5ulqXVyyl4gyir776CiNHjsTkyZNx+PBhNGrUCF26dMHNmze1Lo2IiIiIiIiISpEqARGY0OEjVParBgBIz76D2btG4PiNgxpXVjylYoJowYIFeOutt/DGG2+gfv36+Pjjj1GuXDmsWbNG69KIiIhUkRz0ICIiIiL7qVCuEsa3X4I6FRoCALKNWVj02wfY+8cvGldWdC4/QZSTk4P4+Hh06tTJvE6v16NTp07Yt29fvttkZ2cjPT3d6kFEROQUJDggpVrrJ0VERERU+vh4+OG9Jz5Es8ptAQBGyYhV8bOxOXG9YyM0HMTlM4hu3boFo9GIkJAQq/UhISE4c+ZMvttER0dj6tSp8rGu3oC/v79D6iQiIteVnp6OgIAArcsgIiIiIifjYfDAoJaT8MXRj7D94g8AgG9OfoI7mbfQq9Eg6HUGjSssPJc/g6goxo0bh7S0NPPj6tWrWpdEREQE4EFIuSMeREREROQYep0Brzcain899m/zuu0Xv8fyA9ORY8zRsDJ1XP4MouDgYBgMBty4ccNq/Y0bNxAaGprvNp6envD09CyJ8oiIiIiIiIiolNPpdHim7msI9KqAtYfnwSgZcej6Ltzdm4qhrabDx8NP6xIVufwZRB4eHmjWrBm2b99uXmcymbB9+3ZERUVpWBkREVERMKWaiIiIyGU9Ua0LhkXNhKfBCwCQeOsYZu0ahpT7zn+XdZefIAKAkSNHYtWqVfj0009x+vRpvPvuu8jIyMAbb7yhdWlEREREREREVIZEhj6Ose0Wws8zEABwLf0yZsQOxp9pl7QtTEGpmCB6+eWXMW/ePEyaNAmNGzdGQkICtmzZIguuJiIicnaSg/4jIiIiopITUb4uJrRfiko+lQEAd7JuYdauYUi8dVTjygpWKiaIAGDw4MH4448/kJ2djQMHDqBly5Zal0REREREREREZVSI7yOY0H4pIgLrAgDu597Dh3tG4+C1XRpXlr9SM0FERERUKjCDiIiIiKjU8PcqjzHtFqBhyOMAgDxTLpYfmIpfL2zSuDI5ThARERE5Ed7mnoiIiKh08XLzxrCoGWgT3gXAg0iB/xxdio0nVjnV5zROEBEREREREREROZCb3g3/bjYaz9TtZV7337Nf4pP4Ocgz5WlY2d84QURERORMeIkZERERUamk0+nwr8f6o3ejYdBBBwDYe+UXLPptPDJz72tcHSeIiIiIiIiIiIhKTMea3TGo5WS46d0BACduHsSc3SORlnVb07o4QUREROREmEFEREREVPo1f6QdRj8xD+XcfQEAl1PPYs7uUZpebsYJIiIiIiIiIiKiElYnuCHGt1+CIO9KAIDn6vWGm95Ns3q02zMRERHJOOJcH54/REREROScHvGvjgntl+L0rSNoVfVJTWvhGURERERERERERBoJKlcRbcI7a10GzyAiIiJyKpJk/1N+mEFERERERAo4QUREROREJAfclp7zQ0RERESkhJeYERERERERERGVcTyDiIiIyJnwEjMiIiIi0gDPICIiIiIiIiIiKuM4QUREROREJAf9p0ZMTAwiIyPh7+8Pf39/REVF4eeffza3d+jQATqdzurxzjvv2H5ekoRJkyYhLCwM3t7e6NSpE86dO1ekY0RERERE9scJIiIiIrJSpUoVzJ49G/Hx8Th06BCefPJJdO/eHSdPnjT3eeutt5CUlGR+zJ071+aYc+fOxZIlS/Dxxx/jwIED8PHxQZcuXZCVleXop0NEREREhcAMIiIiImejcWTQs88+a7U8c+ZMxMTEYP/+/XjssccAAOXKlUNoaGihxpMkCYsWLcKECRPQvXt3AMBnn32GkJAQfP/993jllVfs+wSIiIiISDWeQURERFRGpKenWz2ys7MVtzEajdiwYQMyMjIQFRVlXv/FF18gODgYDRo0wLhx43D//v0Cx7h06RKSk5PRqVMn87qAgAC0bNkS+/btK96TIiIiIiK74BlERERETkRywB3HHo5ZtWpVq/WTJ0/GlClT8t3m+PHjiIqKQlZWFnx9fbFp0ybUr18fAPDaa6+hWrVqqFy5Mo4dO4YxY8YgMTER3333Xb5jJScnAwBCQkKs1oeEhJjbiIiIiEhbnCAiIiIqI65evQp/f3/zsqenZ4F969ati4SEBKSlpeGbb75B3759ERcXh/r162PAgAHmfg0bNkRYWBg6duyICxcuoGbNmg59DkRERETkGLzEjIiIyIlIkmMeAMx3JXv4sDVB5OHhgVq1aqFZs2aIjo5Go0aNsHjx4nz7tmzZEgBw/vz5fNsfZhXduHHDav2NGzcKnWNERERERI7FCSIiIiKnIjnoUTwmk6nAzKKEhAQAQFhYWL7tERERCA0Nxfbt283r0tPTceDAAatcIyIiIiLSDi8xIyIiIivjxo1Dt27dEB4ejrt372L9+vWIjY3F1q1bceHCBaxfvx5PPfUUKlSogGPHjmHEiBFo164dIiMjzWPUq1cP0dHReP7556HT6TB8+HDMmDEDtWvXRkREBCZOnIjKlSujR48e2j1RIiIiIjLjBBEREZETcUBGteoxb968iT59+iApKQkBAQGIjIzE1q1b8c9//hNXr17Fr7/+ikWLFiEjIwNVq1ZFz549MWHCBKsxEhMTkZaWZl4ePXo0MjIyMGDAAKSmpuKJJ57Ali1b4OXlZY+nSERERETFpJMccbsUF5Oeno6AgACkpaVZhXcSEREBJfNz4uE+3P29oNPp7Dq2JEnITc/izzmyG352IiIich2F/bnNM4iIiIiciTOcQkREREREZQ4niPDgL6vAg1k1IiIi0cOfDyVy0q0ESHYIlRbHJLInfnYiIiJyHYX9LMsJIgApKSkAgKpVq2pcCRERObOUlBQEBAQ4ZGwPDw+EhoYiOTnZIeOHhobCw8PDIWNT2cPPTkRERK7n7t27Nj/LcoIIQFBQEADgypUrDvvgX1qlp6ejatWquHr1KjMIVOBxKzoeu6LjsSu6tLQ0hIeHm39eOIKXlxcuXbqEnJwch4zv4eHBQGiyG3520gbfx7XB464NHndt8Lhrw9HHXZIk3L17F5UrV7bZjxNEAPR6PQAgICCA3wRF5O/vz2NXBDxuRcdjV3Q8dkX38OeFo3h5eXESh1wCPztpi+/j2uBx1waPuzZ43LXhyONemD/oOPaTLhEREREREREROT1OEBERERERERERlXGcIALg6emJyZMnw9PTU+tSXA6PXdHwuBUdj13R8dgVHY8dkTV+T2iDx10bPO7a4HHXBo+7NpzluOukErlnLxEREREREREROSueQUREREREREREVMZxgoiIiIiIiIiIqIzjBBERERERERERURnHCSIiIiIiIiIiojKuzE8QLVu2DNWrV4eXlxdatmyJ33//XeuSnE50dDRatGgBPz8/VKpUCT169EBiYqJVn6ysLAwaNAgVKlSAr68vevbsiRs3bmhUsXOaPXs2dDodhg8fbl7H42bbtWvX8Prrr6NChQrw9vZGw4YNcejQIXO7JEmYNGkSwsLC4O3tjU6dOuHcuXMaVqw9o9GIiRMnIiIiAt7e3qhZsyamT58Oy/sR8Lj9bdeuXXj22WdRuXJl6HQ6fP/991bthTlWt2/fRq9eveDv74/AwED0798f9+7dK8FnQVTy+PnJsezx3kTq8TOvNmJiYhAZGQl/f3/4+/sjKioKP//8s7mdx9zx+HtKyZgyZQp0Op3Vo169euZ2ZzjmZXqC6KuvvsLIkSMxefJkHD58GI0aNUKXLl1w8+ZNrUtzKnFxcRg0aBD279+Pbdu2ITc3F507d0ZGRoa5z4gRI/DTTz9h48aNiIuLw/Xr1/HCCy9oWLVzOXjwIFasWIHIyEir9TxuBbtz5w7atGkDd3d3/Pzzzzh16hTmz5+P8uXLm/vMnTsXS5Yswccff4wDBw7Ax8cHXbp0QVZWloaVa2vOnDmIiYnBRx99hNOnT2POnDmYO3culi5dau7D4/a3jIwMNGrUCMuWLcu3vTDHqlevXjh58iS2bduGzZs3Y9euXRgwYEBJPQWiEsfPT45nj/cmUo+febVRpUoVzJ49G/Hx8Th06BCefPJJdO/eHSdPngTAY+5o/D2lZD322GNISkoyP/bs2WNuc4pjLpVhjz/+uDRo0CDzstFolCpXrixFR0drWJXzu3nzpgRAiouLkyRJklJTUyV3d3dp48aN5j6nT5+WAEj79u3TqkyncffuXal27drStm3bpPbt20vDhg2TJInHTcmYMWOkJ554osB2k8kkhYaGSh9++KF5XWpqquTp6Sl9+eWXJVGiU3r66aelN99802rdCy+8IPXq1UuSJB43WwBImzZtMi8X5lidOnVKAiAdPHjQ3Ofnn3+WdDqddO3atRKrnagk8fNTySrKexPZBz/zaqd8+fLSJ598wmPuYPw9pWRNnjxZatSoUb5tznLMy+wZRDk5OYiPj0enTp3M6/R6PTp16oR9+/ZpWJnzS0tLAwAEBQUBAOLj45Gbm2t1LOvVq4fw8HAeSwCDBg3C008/bXV8AB43JT/++COaN2+OF198EZUqVUKTJk2watUqc/ulS5eQnJxsdfwCAgLQsmXLMn38Wrduje3bt+Ps2bMAgKNHj2LPnj3o1q0bAB43NQpzrPbt24fAwEA0b97c3KdTp07Q6/U4cOBAiddM5Gj8/KQ9vo+XHH7mLXlGoxEbNmxARkYGoqKieMwdjL+nlLxz586hcuXKqFGjBnr16oUrV64AcJ5j7lZie3Iyt27dgtFoREhIiNX6kJAQnDlzRqOqnJ/JZMLw4cPRpk0bNGjQAACQnJwMDw8PBAYGWvUNCQlBcnKyBlU6jw0bNuDw4cM4ePCgrI3HzbaLFy8iJiYGI0eOxAcffICDBw9i6NCh8PDwQN++fc3HKL/v4bJ8/MaOHYv09HTUq1cPBoMBRqMRM2fORK9evQCAx02Fwhyr5ORkVKpUyardzc0NQUFBPJ5UKvHzk/b4Pl4y+Jm3ZB0/fhxRUVHIysqCr68vNm3ahPr16yMhIYHH3EH4e0rJa9myJdatW4e6desiKSkJU6dORdu2bXHixAmnOeZldoKIimbQoEE4ceKE1bWSlL+rV69i2LBh2LZtG7y8vLQux+WYTCY0b94cs2bNAgA0adIEJ06cwMcff4y+fftqXJ3z+vrrr/HFF19g/fr1eOyxx5CQkIDhw4ejcuXKPG5ERESFxM+8Jatu3bpISEhAWloavvnmG/Tt2xdxcXFal1Vq8fcUbTw8ox8AIiMj0bJlS1SrVg1ff/01vL29Nazsb2X2ErPg4GAYDAZZKviNGzcQGhqqUVXObfDgwdi8eTN27tyJKlWqmNeHhoYiJycHqampVv3L+rGMj4/HzZs30bRpU7i5ucHNzQ1xcXFYsmQJ3NzcEBISwuNmQ1hYGOrXr2+17tFHHzWfhvnwGPF72Nr777+PsWPH4pVXXkHDhg3Ru3dvjBgxAtHR0QB43NQozLEKDQ2VBfPm5eXh9u3bPJ5UKvHzk/b4Pu54/Mxb8jw8PFCrVi00a9YM0dHRaNSoERYvXsxj7iD8PcU5BAYGok6dOjh//rzTvNbL7ASRh4cHmjVrhu3bt5vXmUwmbN++HVFRURpW5nwkScLgwYOxadMm7NixAxEREVbtzZo1g7u7u9WxTExMxJUrV8r0sezYsSOOHz+OhIQE86N58+bo1auX+d88bgVr06aN7NayZ8+eRbVq1QAAERERCA0NtTp+6enpOHDgQJk+fvfv34deb/3WbjAYYDKZAPC4qVGYYxUVFYXU1FTEx8eb++zYsQMmkwktW7Ys8ZqJHI2fn7TH93HH4Wde52EymZCdnc1j7iD8PcU53Lt3DxcuXEBYWJjzvNZLLA7bCW3YsEHy9PSU1q1bJ506dUoaMGCAFBgYKCUnJ2tdmlN59913pYCAACk2NlZKSkoyP+7fv2/u884770jh4eHSjh07pEOHDklRUVFSVFSUhlU7J8u7A0gSj5stv//+u+Tm5ibNnDlTOnfunPTFF19I5cqVk/7zn/+Y+8yePVsKDAyUfvjhB+nYsWNS9+7dpYiICCkzM1PDyrXVt29f6ZFHHpE2b94sXbp0Sfruu++k4OBgafTo0eY+PG5/u3v3rnTkyBHpyJEjEgBpwYIF0pEjR6Q//vhDkqTCHauuXbtKTZo0kQ4cOCDt2bNHql27tvTqq69q9ZSIHI6fnxzPHu9NpB4/82pj7NixUlxcnHTp0iXp2LFj0tixYyWdTif98ssvkiTxmJcU/p7ieKNGjZJiY2OlS5cuSXv37pU6deokBQcHSzdv3pQkyTmOeZmeIJIkSVq6dKkUHh4ueXh4SI8//ri0f/9+rUtyOgDyfaxdu9bcJzMzUxo4cKBUvnx5qVy5ctLzzz8vJSUlaVe0kxLfeHncKByjZwAAEPRJREFUbPvpp5+kBg0aSJ6enlK9evWklStXWrWbTCZp4sSJUkhIiOTp6Sl17NhRSkxM1Kha55Ceni4NGzZMCg8Pl7y8vKQaNWpI48ePl7Kzs819eNz+tnPnznzf3/r27StJUuGOVUpKivTqq69Kvr6+kr+/v/TGG29Id+/e1eDZEJUcfn5yLHu8N5F6/MyrjTfffFOqVq2a5OHhIVWsWFHq2LGjeXJIknjMSwp/T3G8l19+WQoLC5M8PDykRx55RHr55Zel8+fPm9ud4ZjrJEmSSu58JSIiIiIiIiIicjZlNoOIiIiIiIiIiIge4AQREREREREREVEZxwkiIiIiIiIiIqIyjhNERERERERERERlHCeIiIiIiIiIiIjKOE4QERERERERERGVcZwgIiIiIiIiIiIq4zhBRERERERERERUxnGCiKgU6tChA4YPH651GUXWoUMH6HQ66HQ6JCQkaF1OkV2+fNn8PBo3bqx1OURERORixM901atXx6JFixy6P34GIyq7OEFELu/hm39BjylTpmhdYqHpdDp8//33her38BEQEIA2bdpgx44dji9QpZdffhmPP/44jEajeV1ubi6aNWuGXr162dz2rbfeQlJSEho0aODoMh2matWqSEpKwqhRo7QuhYiIiBykX79+5s9l7u7uiIiIwOjRo5GVlWX3fR08eBADBgyw+7iW+BmMqOziBBG5vKSkJPNj0aJF8Pf3t1r33nvvaV2iQ6xduxZJSUnYu3cvgoOD8cwzz+DixYtal2Vl+fLluHLlCmbPnm1eN336dCQlJeGjjz6yuW25cuUQGhoKNze3Iu8/JyenyNvag8FgQGhoKHx9fTWtg4iIiByra9euSEpKwsWLF7Fw4UKsWLECkydPtvt+KlasiHLlytl9XEv8DEZUdnGCiFxeaGio+REQEACdTmdezsjIQK9evRASEgJfX1+0aNECv/76q9X21atXx6xZs/Dmm2/Cz88P4eHhWLlypVWf3377DY0bN4aXlxeaN2+O77//Xnbq7YkTJ9CtWzf4+voiJCQEvXv3xq1bt8ztHTp0wNChQzF69GgEBQUhNDTU6uym6tWrAwCef/556HQ683JBAgMDERoaigYNGiAmJgaZmZnYtm1bvn0///xzNG/eHH5+fggNDcVrr72GmzdvmttjY2Oh0+mwfft2NG/eHOXKlUPr1q2RmJhoNc4PP/yApk2bwsvLCzVq1MDUqVORl5dXYI0VKlTAypUrMW3aNBw7dgyHDh1CdHQ0PvnkE5QvX97m8xMZjUb0798fERER8Pb2Rt26dbF48WKrPv369UOPHj0wc+ZMVK5cGXXr1gUA/Pnnn3j11VcRFBQEHx8fNG/eHAcOHAAAHD16FP/4xz/g5+cHf39/NGvWDIcOHTKPuWfPHrRt2xbe3t6oWrUqhg4dioyMDHN7dnY2xowZg6pVq8LT0xO1atXC6tWrVT03IiIicm2enp4IDQ1F1apV0aNHD3Tq1Mnqc1lKSgpeffVVPPLIIyhXrhwaNmyIL7/80mqMjIwM9OnTB76+vggLC8P8+fNl+7G8xOzhZVSWn0dTU1Oh0+kQGxsLALhz5w569eqFihUrwtvbG7Vr18batWtVPTd+BiMqOzhBRKXavXv38NRTT2H79u04cuQIunbtimeffRZXrlyx6jd//nw0b94cR44cwcCBA/Huu++aJ0fS09Px7LPPomHDhjh8+DCmT5+OMWPGWG2fmpqKJ598Ek2aNMGhQ4ewZcsW3LhxAy+99JJVv08//RQ+Pj44cOAA5s6di2nTppk/PBw8eBDA32cGPVwuDG9vbwAF/7UmNzcX06dPx9GjR/H999/j8uXL6Nevn6zf+PHjMX/+fBw6dAhubm548803zW27d+9Gnz59MGzYMJw6dQorVqzAunXrMHPmTJu1Pffcc3jllVfQp08f9O3bF3379sVTTz1V6Of2kMlkQpUqVbBx40acOnUKkyZNwgcffICvv/7aqt/27duRmJiIbdu2YfPmzbh37x7at2+Pa9eu4ccff8TRo0cxevRomEwmAECvXr1QpUoVHDx4EPHx8Rg7dizc3d0BABcuXEDXrl3Rs2dPHDt2DF999RX27NmDwYMHm/fXp08ffPnll1iyZAlOnz6NFStW8K9VREREZdiJEyfw22+/wcPDw7wuKysLzZo1w3//+1+cOHECAwYMQO/evfH777+b+7z//vuIi4vDDz/8gF9++QWxsbE4fPhwsWqZOHEiTp06hZ9//hmnT59GTEwMgoODVY3Bz2BEZYhEVIqsXbtWCggIsNnnsccek5YuXWperlatmvT666+bl00mk1SpUiUpJiZGkiRJiomJkSpUqCBlZmaa+6xatUoCIB05ckSSJEmaPn261LlzZ6v9XL16VQIgJSYmSpIkSe3bt5eeeOIJqz4tWrSQxowZY14GIG3atEnxeVr2y8jIkAYOHCgZDAbp6NGj5n0NGzaswO0PHjwoAZDu3r0rSZIk7dy5UwIg/frrr+Y+//3vfyUA5ufdsWNHadasWVbjfP7551JYWJhivbdv35a8vb2lkJAQKS0tTbG/Uv0PDRo0SOrZs6d5uW/fvlJISIiUnZ1tXrdixQrJz89PSklJyXcMPz8/ad26dfm29e/fXxowYIDVut27d0t6vV7KzMyUEhMTJQDStm3bbNY5efJkqVGjRorPh4iIiFxP3759JYPBIPn4+Eienp4SAEmv10vffPONze2efvppadSoUZIkSdLdu3clDw8P6euvvza3p6SkSN7e3lafiapVqyYtXLhQkiRJunTpktXnUUmSpDt37kgApJ07d0qSJEnPPvus9MYbbxT6ufAzGFHZVvQLS4lcwL179zBlyhT897//RVJSEvLy8pCZmSk7gygyMtL874eXqD28BCsxMRGRkZHw8vIy93n88cettj969Ch27tyZ718tLly4gDp16sj2AwBhYWFWl3qp8eqrr8JgMCAzMxMVK1bE6tWrZeM/FB8fjylTpuDo0aO4c+eO+S83V65cQf369c39LLcPCwsDANy8eRPh4eE4evQo9u7da3XGkNFoRFZWFu7fv2/zevgvv/wSOp0Ot27dwpkzZ2THr7CWLVuGNWvW4MqVK8jMzEROTo7szhQNGza0+otdQkICmjRpgqCgoHzHHDlyJP7973/j888/R6dOnfDiiy+iZs2aAB58XY8dO4YvvvjC3F+SJJhMJly6dAnHjx+HwWBA+/bti/R8iIiIqHT4xz/+gZiYGGRkZGDhwoVwc3NDz549ze1GoxGzZs3C119/jWvXriEnJwfZ2dnmz08XLlxATk4OWrZsad4mKCjIfKlWUb377rvo2bMnDh8+jM6dO6NHjx5o3bq16nH4GYyobOAlZlSqvffee9i0aRNmzZqF3bt3IyEhAQ0bNpRdivXwdNaHdDqdeRKlMO7du4dnn30WCQkJVo9z586hXbt2dtuPpYULFyIhIQHJyclITk5G37598+2XkZGBLl26wN/fH1988QUOHjyITZs2AZBfkmZZn06nAwBzfffu3cPUqVOtnt/x48dx7tw5q8kz0cWLFzF69GjExMSgd+/e6NevH7Kzs1U/3w0bNuC9995D//798csvvyAhIQFvvPGG7Dn4+PhYLT+8/K4gU6ZMwcmTJ/H0009jx44dqF+/vvn43Lt3D2+//bbVcz569CjOnTuHmjVrKo5NREREZYOPjw9q1aqFRo0aYc2aNThw4IBVHs6HH36IxYsXY8yYMdi5cycSEhLQpUuXYoU56/UPfpWTJMm8Ljc316pPt27d8Mcff2DEiBG4fv06OnbsqPoGLvwMRlR28AwiKtX27t2Lfv364fnnnwfw4IfN5cuXVY1Rt25d/Oc//0F2djY8PT0BQJYP1LRpU3z77beoXr16se744O7ubnVLeFtCQ0NRq1YtxX5nzpxBSkoKZs+ejapVqwKAVQBgYTVt2hSJiYmF2udDJpMJ/fr1Q8eOHdGnTx90794dDRo0wKRJkzBnzhxV+9+7dy9at26NgQMHmtdduHBBcbvIyEh88sknuH37doF/wapTpw7q1KmDESNG4NVXX8XatWvx/PPPo2nTpjh16lSBz7lhw4YwmUyIi4tDp06dVD0fIiIiKp30ej0++OADjBw5Eq+99hq8vb2xd+9edO/eHa+//jqAB5+Rzp49az6Tu2bNmnB3d8eBAwcQHh4O4EHA9NmzZws8S6ZixYoAHtzRt0mTJgBgFVht2e9hDmTbtm3x/vvvY968eYV+PvwMRlR28AwiKtVq166N7777zvxXh9dee031GTsPtxkwYABOnz6NrVu3mn+oPjzLZtCgQbh9+zZeffVVHDx4EBcuXMDWrVvxxhtvFHrCB3hwZ4rt27cjOTkZd+7cUVVnQcLDw+Hh4YGlS5fi4sWL+PHHHzF9+nTV40yaNAmfffYZpk6dipMnT+L06dPYsGEDJkyYUOA2ixcvxsmTJ7FixQoAQEBAAD755BMsWLDAKpSxMGrXro1Dhw5h69atOHv2LCZOnFioIO9XX30VoaGh6NGjB/bu3YuLFy/i22+/xb59+5CZmYnBgwcjNjYWf/zxB/bu3YuDBw/i0UcfBQCMGTMGv/32GwYPHmw+I+yHH34wByRWr14dffv2xZtvvonvv/8ely5dQmxsrCy0kYiIiMqWF198EQaDAcuWLQPw4HPMtm3b8Ntvv+H06dN4++23cePGDXN/X19f9O/fH++//z527NiBEydOoF+/fuazhPLj7e2NVq1aYfbs2Th9+jTi4uJkn8smTZqEH374AefPn8fJkyexefNm8+ecwuJnMKKygxNEVKotWLAA5cuXR+vWrfHss8+iS5cuaNq0qaox/P398dNPPyEhIQGNGzfG+PHjMWnSJAAwX1pVuXJl7N27F0ajEZ07d0bDhg0xfPhwBAYG2vzBLpo/fz62bduGqlWrmv8SVFwVK1bEunXrsHHjRtSvXx+zZ89W9Vejh7p06YLNmzfjl19+QYsWLdCqVSssXLgQ1apVy7f/2bNnMX78eCxduhShoaFW47zxxhuqLzV7++238cILL+Dll19Gy5YtkZKSYvWXrIJ4eHjgl19+QaVKlfDUU0+hYcOGmD17NgwGAwwGA1JSUtCnTx/UqVMHL730Erp164apU6cCePCXr7i4OJw9exZt27ZFkyZNMGnSJFSuXNk8fkxMDP71r39h4MCBqFevHt566y2rW7ASERFR2ePm5obBgwdj7ty5yMjIwIQJE9C0aVN06dIFHTp0ME+cWPrwww/Rtm1bPPvss+jUqROeeOIJNGvWzOZ+1qxZg7y8PDRr1gzDhw/HjBkzrNo9PDwwbtw4REZGol27djAYDNiwYYOq58LPYERlh06yvGiViArliy++wBtvvIG0tDReA+0AHTp0QOPGjbFo0SKtS7GLKVOm4Pvvv8/3tG8iIiIiZ8HPYERlG88gIiqEzz77DHv27MGlS5fw/fffY8yYMXjppZc4OeRAy5cvh6+vL44fP651KUV25coV+Pr6YtasWVqXQkRERFQo/AxGVHbxDCKiQpg7dy6WL1+O5ORkhIWFoUePHpg5c6bNW7tT0V27dg2ZmZkA/s5QckV5eXnmUHRPT09zSDgRERGRM+JnMKKyjRNERERERERERERlHC8xIyIiIiIiIiIq4zhBRERERERERERUxnGCiIiIiIiIiIiojOMEERERERERERFRGccJIiIiIiIiIiKiMo4TREREREREREREZRwniIiIiIiIiIiIyjhOEBERERERERERlXH/BwewosrP9v/yAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"exponential fourier galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"am\": fourier_am, \"phim\": fourier_phim, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gaussian Fourier" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'am', 'phim', 'sigma', 'flux')\n", "('arcsec', 'b/a', 'radians', 'none', 'radians', 'arcsec', 'log10(flux)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"gaussian fourier galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"am\": fourier_am, \"phim\": fourier_phim, \"sigma\": 20, \"flux\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Nuker Fourier" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'am', 'phim', 'Rb', 'Ib', 'alpha', 'beta', 'gamma')\n", "('arcsec', 'b/a', 'radians', 'none', 'radians', 'arcsec', 'log10(flux/arcsec^2)', 'none', 'none', 'none')\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/connor/Programming/AstroPhot/astrophot/utils/conversions/units.py:16: RuntimeWarning: divide by zero encountered in log10\n", " return -2.5 * np.log10(flux) + zeropoint + 2.5 * np.log10(pixel_area)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"nuker fourier galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"am\": fourier_am, \"phim\": fourier_phim, \"Rb\": 10., \"Ib\": 1., \"alpha\": 4., \"beta\": 3., \"gamma\": -0.2}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Warp Model\n", "\n", "A warp model performs a radially varying coordinate transform. Essentially instead of applying a rotation matrix **Rot** on all coordinates X,Y we instead construct a unique rotation matrix for each coordinate pair **Rot(R)** where $R = \\sqrt(X^2 + Y^2)$. We also apply a radially dependent axis ratio **q(R)** to all the coordinates:\n", "\n", "$R = \\sqrt(X^2 + Y^2)$\n", "\n", "$X, Y = Rotate(X, Y, PA(R))$\n", "\n", "$Y = Y / q(R)$\n", "\n", "The net effect is a radially varying PA and axis ratio which allows the model to represent spiral arms, bulges, or other features that change the apparent shape of a galaxy in a radially varying way." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spline Warp" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'I(R)')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "warp_q = np.linspace(0.1,0.4,14)\n", "warp_pa = np.linspace(0,np.pi-0.2,14)\n", "M = ap.models.AstroPhot_Model(\n", " model_type = \"spline warp galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"I(R)\": {\"value\": spline_profile, \"prof\": NP_prof}}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Sersic Warp" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'n', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'none', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"sersic warp galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"n\": 3, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exponential Warp" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"exponential warp galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gaussian Warp" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'sigma', 'flux')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'arcsec', 'log10(flux)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"gaussian warp galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"sigma\": 30, \"flux\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Nuker Warp" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'Rb', 'Ib', 'alpha', 'beta', 'gamma')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'arcsec', 'log10(flux/arcsec^2)', 'none', 'none', 'none')\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/connor/Programming/AstroPhot/astrophot/utils/conversions/units.py:16: RuntimeWarning: divide by zero encountered in log10\n", " return -2.5 * np.log10(flux) + zeropoint + 2.5 * np.log10(pixel_area)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"nuker warp galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"Rb\": 10., \"Ib\": 1., \"alpha\": 4., \"beta\": 3., \"gamma\": -0.2}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Ray Model\n", "\n", "A ray model allows the user to break the galaxy up into regions that can be fit separately. There are two basic kinds of ray model: symmetric and asymetric. A symmetric ray model (symmetric_rays = True) assumes 180 degree symmetry of the galaxy and so each ray is reflected through the center. This means that essentially the major axes and the minor axes are being fit separately. For an asymmetric ray model (symmetric_rays = False) each ray is it's own profile to be fit separately. \n", "\n", "In a ray model there is a smooth boundary between the rays. This smoothness is acomplished by applying a $(\\cos(r*theta)+1)/2$ weight to each profile, where r is dependent on the number of rays and theta is shifted to center on each ray in turn. The exact cosine weighting is dependent on if the rays are symmetric and if there is an even or odd number of rays. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spline Ray" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'I(R)')\n", "('arcsec', 'b/a', 'radians', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"spline ray galaxy model\", \n", " symmetric_rays = True, \n", " rays = 2, \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"I(R)\": {\"value\": np.array([spline_profile*2, spline_profile]), \"prof\": NP_prof}}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.ray_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Sersic Ray" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'n', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'none', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"sersic ray galaxy model\", \n", " symmetric_rays = True, \n", " rays = 2, \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"n\": [1,3], \"Re\": [10,5],\"Ie\": [1,0.5]}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.ray_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exponential Ray" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"exponential ray galaxy model\", \n", " symmetric_rays = True, \n", " rays = 2, \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"Re\": [10,5], \"Ie\": [1,2]}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.ray_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gaussian Ray" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'sigma', 'flux')\n", "('arcsec', 'b/a', 'radians', 'arcsec', 'log10(flux)')\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"gaussian ray galaxy model\", \n", " symmetric_rays = True, \n", " rays = 2, \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"sigma\": [10,20], \"flux\": [1.5,1.]}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.ray_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Nuker Ray" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'Rb', 'Ib', 'alpha', 'beta', 'gamma')\n", "('arcsec', 'b/a', 'radians', 'arcsec', 'log10(flux/arcsec^2)', 'none', 'none', 'none')\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/connor/Programming/AstroPhot/astrophot/plots/profile.py:197: RuntimeWarning: divide by zero encountered in log10\n", " np.log10(model.iradial_model(r, xx).detach().cpu().numpy()),\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"nuker ray galaxy model\", \n", " symmetric_rays = True, \n", " rays = 2, \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"Rb\": [10.,1.], \"Ib\": [1.,0.], \"alpha\": [4.,1.], \"beta\": [3.,1.], \"gamma\": [-0.2,0.2]}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.ray_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Wedge Model\n", "\n", "A wedge model behaves just like a ray model, except the boundaries are sharp. This has the advantage that the wedges can be very different in brightness without the \"smoothing\" from the ray model washing out the dimmer one. It also has the advantage of less \"mixing\" of information between the rays, each one can be counted on to have fit only the pixels in it's wedge without any influence from a neighbor. However, it has the disadvantage that the discontinuity at the boundary makes fitting behave strangely when a bright spot lays near the boundary." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spline Wedge" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'I(R)')\n", "('arcsec', 'b/a', 'radians', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"spline wedge galaxy model\", \n", " symmetric_wedges = True, \n", " wedges = 2, \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"I(R)\": {\"value\": np.array([spline_profile, spline_profile*2]), \"prof\": NP_prof}}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.wedge_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## High Order Warp Models\n", "\n", "The models below combine the Warp coordinate transform with radial behaviour transforms: SuperEllipse and Fourier. These higher order models can create higly complex shapes, though their scientific use-case is less clear. They are included for completeness as they may be useful in some specific instances. These models are also included to demonstrate the flexibility in making AstroPhot models, in a future tutorial we will discuss how to make your own model types." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spline SuperEllipse Warp" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'C0', 'I(R)')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'C-2', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"spline superellipse warp galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"C0\": 2, \"I(R)\": {\"value\": spline_profile, \"prof\": NP_prof}}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Sersic SuperEllipse Warp" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'C0', 'n', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'C-2', 'none', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"sersic superellipse warp galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"C0\": 2, \"n\": 3, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exponential SuperEllipse Warp" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'C0', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'C-2', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"exponential superellipse warp galaxy model\",\n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"C0\": 2, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gaussian SuperEllipse Warp" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'C0', 'sigma', 'flux')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'C-2', 'arcsec', 'log10(flux)')\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"gaussian superellipse warp galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"C0\": 2, \"sigma\": 30, \"flux\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spline Fourier Warp\n", "\n", "not sure how this abomination would fit a galaxy, but you are welcome to try" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'am', 'phim', 'I(R)')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'none', 'radians', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"spline fourier warp galaxy model\", \n", " modes = (1,3,4), \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"am\": fourier_am, \"phim\": fourier_phim, \"I(R)\": {\"value\": spline_profile, \"prof\": NP_prof}}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Sersic Fourier Warp" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'am', 'phim', 'n', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'none', 'radians', 'none', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"sersic fourier warp galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"am\": fourier_am, \"phim\": fourier_phim, \"n\": 3, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exponential Fourier Warp" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'am', 'phim', 'Re', 'Ie')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'none', 'radians', 'arcsec', 'log10(flux/arcsec^2)')\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"exponential fourier warp galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"am\": fourier_am, \"phim\": fourier_phim, \"Re\": 10, \"Ie\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gassian Fourier Warp" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('center', 'q', 'PA', 'q(R)', 'PA(R)', 'am', 'phim', 'sigma', 'flux')\n", "('arcsec', 'b/a', 'radians', 'b/a', 'rad', 'none', 'radians', 'arcsec', 'log10(flux)')\n" ] }, { "data": { "image/png": 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sbCy+/fZbrFy5EvHx8ahTp06OXw93/vF+N0vJ398fn3/+Of744w/Ex8fjqaee0jwf9I5z9+7dtkmR/fv357jPPn364NSpU9i8eTNu3ryJZcuW4cknn8zzU91yO7fzes47ynXSS+95mV+lSpWCyWTCpUuXVH13l4m5V0REREREVLgYUu1hypUrB39/f5w4cULVJy777bffkJGRgWXLlimuShCfDAZkX4GTnJysWJaZmZnjH2ylSpXCc889h+eeew63bt1CbGwsxo4dixdffNG2TrVq1fDmm2/izTffxPHjx9GwYUN89NFH+Pbbb3Mc1+LFi1G1alUsWbJE8QfumDFjcj4QTlS2bFkEBgbi6NGjqr4jR47AYDDYrt64e4VFcnIySpQoYVvv7lUZ+VWtWjXcunXLdmWGM7Vu3RqZmZn4/vvvcfHiRdtEUGxsLDZu3Ijw8HDUqFED4eHhtm0WL16MBx54AHPnzlXsKzk5GWXKlNH1/sePH8cDDzxga9+6dQuXLl3CQw89lOs2d582l5fz/Oeff4a/vz9WrlypuEVp3rx5mrXpGWdaWhqee+451K5dGy1atMCUKVPwyCOPKJ66BQCdO3dG2bJlsWjRIjRr1gy3b9/Gs88+q1lLQVWuXBlWqxXHjx/HPffcY1uelJSE5ORk2zG9+//Hjx9X3FJ55coV1RV4rjwv7RkMBtSrVw///POPqm/btm2oWrUqA6qJiIiIiNyMVxB5GKPRiA4dOuCXX35BQkKCbfmJEydsjyi3XxdQXmGQkpKS4x/O1apVU+WJfPHFF6orY65du6ZoBwcHo3r16rZbQ27fvm27JcR+3yEhITnePuKo1m3btmHLli25buMsRqMRHTt2xK+//qq47SkpKQnfffcdWrVqhdDQUADZYwGgOFZpaWlYsGBBgWp44oknsGXLFqxcuVLVl5ycbMuZyY9mzZrB19cXkydPRqlSpVCnTh0A2RNHW7duxfr16xVXDwHZx0S8MuWnn37CxYsXdb//F198gaysLFt71qxZMJvNOWZm3VW+fHnUrVsXCxcuxK1bt2zL169fr7pyx2g0QpIkxbl65swZ/PLLL5q16Rnn22+/jXPnzmHBggWYNm0aqlSpgr59+6rOax8fHzz55JP48ccfMX/+fNSrVw/169fXrKWg7k64iU8WmzZtGgDYnubWoUMH+Pr64pNPPlGMPacnkrnyvBQ99thj2LFjh2KS6OjRo1izZg0ef/xxp70PERERERHlD68g8kBjx47FX3/9hZYtW+KVV16BxWLBp59+irp162LPnj229Tp27Ag/Pz88/PDDGDBgAG7duoUvv/wS5cqVU10Z9OKLL+Lll19Gr1698OCDD2Lv3r1YuXKl6iqK2rVro23btmjSpAlKlSqFf/75B4sXL8agQYMAAMeOHUP79u3xxBNPoHbt2vDx8cHSpUuRlJSE3r175zqmbt26YcmSJXjkkUfQtWtXnD59GrNnz0bt2rUVEwSuMmHCBMTHx6NVq1Z49dVX4ePjgzlz5iAjIwNTpkyxrdexY0dUqlQJL7zwAt566y0YjUZ8/fXXKFu2LM6dO5fv93/rrbewbNkydOvWDf369UOTJk2QlpaG/fv3Y/HixThz5ozuK3fuCgwMRJMmTbB161Y8/PDDtiu0YmNjkZaWhrS0NNUEUbdu3TB+/Hg899xzaNGiBfbv349FixYprjjJq8zMTNs5cfToUXz++edo1aoVunfv7nC7SZMmoUePHmjZsiWee+453Lhxw3ae258TXbt2xbRp09C5c2c89dRTuHz5Mj777DNUr15dkY+Vk7yOc82aNfj8888xZswYNG7cGED2FUpt27bFqFGjFOcIkH2b2cyZM7F27VpMnjxZz+HKtwYNGqBv37744osvkJycjDZt2mD79u1YsGABevbsabuKq2zZshg2bBji4uLQrVs3PPTQQ9i9ezf+/PNP1TnmyvNS9Oqrr+LLL79E165dMWzYMPj6+mLatGkIDw+3BW0TEREREZEbuevxaeTY6tWr5UaNGsl+fn5ytWrV5K+++kp+8803ZX9/f8V6y5Ytk+vXry/7+/vLVapUkSdPnix//fXXqkdNWywW+e2335bLlCkjBwYGyp06dZJPnDiheiz4hAkT5Pvuu08uUaKEHBAQINeqVUueOHGi7bHcV69elQcOHCjXqlVLDgoKksPCwuRmzZrJP/74o6Iu8TH3VqtVnjRpkly5cmXZZDLJjRo1kpcvXy737dtX8Sjv3B5TL8t5e8y2o+137dold+rUSQ4ODpYDAwPlBx54QN68ebNqvZ07d8rNmjWT/fz85EqVKsnTpk3L9TH3Xbt2zbEO8bjKsizfvHlTHjFihFy9enXZz89PLlOmjNyiRQt56tSptuPrqH5H3nrrLRmAPHnyZMXy6tWrywDkkydPKpanp6fLb775phwZGSkHBATILVu2lLds2aL6ujl61PjdY7J+/Xq5f//+csmSJeXg4GD56aeflq9du5anun/44Qe5Vq1asslkkuvWrSsvW7ZM7tWrl1yrVi3FenPnzpVjYmJkk8kk16pVS543b548ZswYWfwRltNj7rXGmZqaKleuXFlu3LixnJWVpdjf0KFDZYPBIG/ZskVVe506dWSDwSBfuHAhT2PN7VjePY47duxQLL87vitXrtiWZWVlyePGjZOjo6NlX19fOSoqSh4xYoScnp6u2NZiscjjxo2zjbtt27bygQMH8n1eynLBHnN/1/nz5+XHHntMDg0NlYODg+Vu3brJx48f13W8iIiIiIjINSRZdnHqLzlNz549HT6CnqgwzZ8/H8899xx27NiBe++912n7bdiwIcqWLYv4+Hin7dMVGjVqhFKlSmH16tXuLsVj3D0ndu3ahaioKJQuXVp3qLbFYsGNGzewadMm9OzZEz/99BMee+wxF1VMRERERER3MYPIQ925c0fRPn78OP744w+0bdvWPQUROVlWVpYq42bdunXYu3evx5/n//zzD/bs2YM+ffq4uxSP1LhxY5QtW1aVaZYX+/fvR9myZdGzZ0/nF0ZERERERLliBpGHqlq1Kvr164eqVavi7NmzmDVrFvz8/DB8+HB3l0bkFBcvXkSHDh3wzDPPoHz58jhy5Ahmz56NiIgIvPzyy+4uL0cHDhzAzp078dFHHyEyMhL/+9//3F2SR+nUqZPiyq+wsDDd+6hevbpiH4URAE5ERERERJwg8lidO3fG999/j8TERJhMJjRv3hyTJk1CTEyMu0sjcoqSJUuiSZMm+Oqrr3DlyhUEBQWha9eu+OCDD1C6dGl3l5ejxYsXY/z48ahZsya+//57+Pv7u7skjxIZGYnIyMgC7SM4OBgdOnRwUkVERERERJRXzCAiIiIiIiIiIirmmEFERERERERERFTMcYKIiIiIiIiIiKiYYwYRAKvVioSEBISEhOh+JDMREXk/WZZx8+ZNlC9fHgaD6z5bSU9PR2Zmpkv27efnx9wschr+7kRERFR05PV3WU4QAUhISEBUVJS7yyAiIg93/vx5VKxY0SX7Tk9PR5XoKkhKTHLJ/iMiInD69GlOEpFT8HcnIiKiokfrd1lOEAEICQkBkH2wQkND3VwNERF5mtTUVERFRdn+e+EKmZmZSEpMwqGThxES6tz3uZl6E7Wr3YPMzExOEJFT8HcnIiKioiOvv8tyggiwXRodGhrKX3KIiChXhXErTVBIEIJDgp26T6tsder+iPi7ExERUdGj9bssJ4iIiIg8iFW2wuLkCR1OEBERERGRFj7FjIiIiIiIiIiomOMVRERERB7EKlthlS1O3ycRERERkSO8goiIiIiIiIiIqJjjFUREREQeJPsKImYQEREREVHh4hVERERERERERETFHK8gIiIi8iAWFzzFzNn7IyIiIiLvwyuIiIiIiIiIiIiKOV5BRERE5EGs//7P2fskIiIiInKEE0REREQexCpbXPCYe+fuj4iIiIi8D28xIyIiIiIiIiIq5ngFERERkQdhSDURERERuQOvICIiIiIiIiIiKuZ4BREREZEHscpWWJ18xY+z90dERERE3odXEBERERERERERFXO8goiIiMiDyC64gkjmFUREREREpIETRERERESUL1/9MxlBIUEwSEYYJSMMkgEGQ/b/+xh8YTL6w+TjD5MxIPv/ffz/XRaAIN8QBPmFINgvFL5GP3cPhYiIqNjjBBEREZEHyX6KmcXp+yRyhX8SNsIvsOC/TvoZ/RHsF4Igv1AE+4UgxK8ESgSURgl/4RVQGgE+QZAkyQnVExERkT1OEBEREXkQhlRTcZRpScf1O+m4fueK5rp+Rn+UCQxHmcAIlA2KQJmgyOx/B0agbFAkgvxCCqFiIiIi78MJIiIiIiLKlwnt5yIoJBBW2QKrbIHFas3+f9kCszUTGeZ0ZFjSs//fnI4Myx3b/6dl3kJaZipuZaYiLesm0jJv4lZmKszWLIfvmWlJR8LNs0i4eTbH/iDfEESGRCEypDIiQ6JQPqQyIkMqoUxgBIwGoysOAxERkVfgBBEREZEH4RVEVJSUCQpHaHCo0/YnyzIyLOlIzbiBlPTruHHnKpLTr/33unMNN9Kv4mpaIrKsmTnuIy3rJk5cP4QT1w8plvsYfBERXBEVQ6NRqUR1RIVVQ6WwagjzL+W0+omIiIoyThARERERkUeQJAn+PgHw9wlAuaDyua4nyzJSMm7gatolXLmdiCtpl3A1LRFXbl9C0q0LOd6qZrZm4ULqaVxIPY2tF9bYloeZSv07YVQVlUvEoGrJWigTGMGcIyIiKnY4QURERORBrP/+z9n7JPImkiShhH8plPAvheql66j672TdRtKtC0i4eRaXbp7DpZvnkXDzLJJuXYRFNivWTcm4jv1J27E/abttWaipJKJL1kS1Uvegasl7EF2yFoL8gl0+LiIiInfiBBEREREReZUA30BUKVkDVUrWUCw3W7Nw6eY5nEs5iXPJJ3Eu5QTOpZxEWmaqYr3UjBvYm7gVexO32pZFhlRCTKm6qFmmPmqWrY8ygRGFMhYiIqLCwgkiIiIiD2KB1emPpbfwCiIiANk5RFFh1RAVVg0tK2Uvk2UZN+5cxbmUEzh94yhOXj+M0zeOIC3rpmLb7CuRzmHD2T8AAKUDyqFm2QaoWbo+apapj/DgirwtjYiIijROEBERERFRsSVJEkoFlkWpwLJoGNkcQPakUdKtCzh54zBOXT+MU9eP4FzKScXtadfuXMbmc/HYfC4eAFDCvzTqlGuCOuXuRZ1yjRl+TURERQ4niIiIiDzI3ceFO3ufRJR3kiQhIiQKESFRaFmpIwAgw5yOUzcO4+jVfTh6dR9OXj+ETEuGbZvk9GvYdO4vbDr3FwCgUlh11CnXBHXD70VM6XrwM/q5ZSxERER55dYJog0bNuDDDz/Ezp07cenSJSxduhQ9e/a09cuyjDFjxuDLL79EcnIyWrZsiVmzZiEmJsa2zvXr1zF48GD89ttvMBgM6NWrFz7++GMEBzNIkIiIih4+5p7IM5l8/HFP2Ua4p2wjANl5RqdvHLVNGB27ug8ZlnTb+tn5Rifw5/H/g6/BDzXLNEDDyOZoFNkcpQPD3TUMIiKiXLl1gigtLQ0NGjTA888/j0cffVTVP2XKFMycORMLFixAdHQ0Ro0ahU6dOuHQoUPw9/cHADz99NO4dOkS4uPjkZWVheeeew79+/fHd999V9jDISIiIqJiwsfgi5jSdRFTui661XwKZmsWTlw7hAOX/8HBpH9wJvkYZMgAgCxrJg5c3oEDl3fg270zUSms+r+TRS1QuUQMDJLBzaMhIiICJFmWZXcXAWRfymt/BZEsyyhfvjzefPNNDBs2DACQkpKC8PBwzJ8/H71798bhw4dRu3Zt7NixA/feey8AYMWKFXjooYdw4cIFlC9fPsf3ysjIQEbGf5cEp6amIioqCikpKQgNDXXtQImIqMhJTU1FWFiYS/87cfc9Vp9Yg6AQ514Fm3bzFtpXb8f/zpHTFMb3RFF3MyMFh67swoGkf3Dw8j+4fudKjuuV8C+NhhHN0TCyBeqUawxf3opGREROltf/bntsBtHp06eRmJiIDh062JaFhYWhWbNm2LJlC3r37o0tW7agRIkStskhAOjQoQMMBgO2bduGRx55JMd9x8XFYdy4carljZ64D0ZfIwBA8lV+kmPflnykXPvy1Nba3kdn26jcn0HVb3DYbxD7NdtGZdsg5dpvEGszGHS1jTrXNwhPDxGfJqK9vnDsNJ5GovV+riTO7Vo15nrF9WXhlhOL1Sr0yw77rRptrfUtFmUmisX8X79V7LMI+zIr+61Cv0XsNwvbZznul7OEtlZ/Qdtm4Wujer/c+1XrivuyaOzbKpxHGv0Q2mK/VlukWl9cXTxvVTtwsH+dH384+rxEPMeIiLSEmMLQrOIDaFbxAciyjAupp7D70mbsvrQZp28cta2XnH4N684sx7ozyxHgG4TGkS3RtEJb1A1vAh+DrxtHQERExY3HThAlJiYCAMLDlfdoh4eH2/oSExNRrlw5Rb+Pjw9KlSplWycnI0aMwBtvvGFr372CiIiIyN0ssuz8x9x7xsXCRMWWJEmICquGqLBq6F7rWSTfuYY9iVuw+9JmHLq8C1nWTADAnaw0W9B19mRRKzSt0IaTRUREVCg8doLIlUwmE0wmk7vLICIiIqJiqERAabSN7oa20d2QYU7Hwcs78U/CBuxO2Iw75jQAdyeLVmLTuZUI9A1G48iWaF6pA+4p2xAGyajxDkRERPp57ARRREQEACApKQmRkZG25UlJSWjYsKFtncuXLyu2M5vNuH79um17IiKiooRPMSMqXkw+/mhcviUal2+JLEsmDlz+BzsurldMFt3OuoW/z63E3+dWoqR/GTSv1AEtoh5ExbBoN1dPRETexGMniKKjoxEREYHVq1fbJoRSU1Oxbds2vPLKKwCA5s2bIzk5GTt37kSTJk0AAGvWrIHVakWzZs30v6kkZb8ASEKujn00jbpPyJ1RtaHRr6+ten8hI0jsFzOEtOqXDOL6Yu5P7plD2e3/+o2qvKKCZQyJ6xc0Y0hzfxqZQuL+RFrbF4R25pCQu6PKIBKPtZBFY1Xm9IjHRhaOnZg5JAk5QlbNY/lfv6WAD3NRZclo5NqINGJz1Lk4sjA2VVs4z9TvKLTFA+CgX9yZJBQvCduK57yQUST+PFBlBImZRuKxEA+e2NQ6uKpj67hfY3Nd7+VIccsgiouLw5IlS3DkyBEEBASgRYsWmDx5MmrWrGlbp23btli/fr1iuwEDBmD27NmFXS6R1/A1+qFRZAs0imxhmyzafmEd9lzaYpssupF+FX8c+wF/HPsBlcKqo0WlB3F/VHuU8C/l5uqJiKioc+sE0a1bt3DixAlb+/Tp09izZw9KlSqFSpUqYciQIZgwYQJiYmJsj7kvX7687Uln99xzDzp37oyXXnoJs2fPRlZWFgYNGoTevXvn+gQzIiIiT+YJVxCtX78eAwcORNOmTWE2m/Huu++iY8eOOHToEIKCgmzrvfTSSxg/frytHRgY6LSaiYo7+8miTEsm9iZuweZz8diXuA0WOftDmHMpJ3Bu/wn83/45qBt+L2KrdEGjyBbMKyIionxx6wTRP//8gwceeMDWvhsc3bdvX8yfPx/Dhw9HWloa+vfvj+TkZLRq1QorVqyAv7+/bZtFixZh0KBBaN++PQwGA3r16oWZM2cW+liIiIicwQoLrLBor6hzn3qsWLFC0Z4/fz7KlSuHnTt3IjY21rY8MDCQt3QTFQI/ox+aVmiDphXaIDUjGdsvrMXmc/E4deMIAECGFfuTtmN/0naEmkqiVeVOiK3yECKCK7q5ciIiKkok2dFzfYuJ1NRUhIWFoWrnWrbH3Bv8xEfV/3fbheox88Jj6qF6zL1wm5PG9lqPtVc9xl712HrxsffK27wksV/rMfZCv1Fzfd5iltftC6Lgt5jJDvvFW8zEW8jE7cV+8TH24mPuzQ76xW0tWfoee6/5mHutfs3H3Avbaz7WXvhaqfaX/8feyxad24q3eIm3jIlt3mIGIPsWs8RDCUhJSUFoaKiON8m7u/8tWn70DwSFBGlvoEPazTR0q/kQzp8/r6g/rw9tOHHiBGJiYrB//37UrVsXQPYtZgcPHoQsy4iIiMDDDz+MUaNG8SqiYuLu+erK7wnSdunmOWw+F4/N51fh2u0kVX+tMg3RJrormpRvDT+jnxsqJCIiT5DX/257bAaRO0gGu6whVa6H3QKNjCFxzkA786dw26pJFL0TQqrtlfu3nxTSmuDRO4EkTuCo+ws2ASRur+537gRSQYgTQCKrkHujNSEk7s+imnzTl1EkHhtxQkhcX+wvTOI8gTBU9WScmCmkmsQQ30GYpIHG9noyiVTnmEamkDihJA7WKGwvTggZNSZwxAklrQkesan3MwsHqxf48w+7zaVCzCCyyFYXPOY+e39RUVGK5WPGjMHYsWMdbmu1WjFkyBC0bNnSNjkEAE899RQqV66M8uXLY9++fXj77bdx9OhRLFmyxKm1E1HuIkMqoVedF/BI7edw6PIurD/zO3YlbIJFNgMAjlzdgyNX9yDILxQtKz2IdlV78KoiIiLKFSeIiIiIiomcriDSMnDgQBw4cAB///23Ynn//v1t/65Xrx4iIyPRvn17nDx5EtWqVXNe0USkySAZUDf8XtQNvxep6Tew6dxfWH/mdyTeugAASMtMxV8nfsZfJ35GvfD70KFaT9QLvw8GF36QRURERQ8niIiIiDyIK0OqQ0NDdd0ONGjQICxfvhwbNmxAxYqOrzq4+/TQEydOcIKIyI1C/UuiS43/oXPMEzh2bR/Wnf4dOy6uh9maBQC2rKJyQeXRvmoPtKrcBUF+wW6umoiIPAEniIiIiEhBlmUMHjwYS5cuxbp16xAdHa25zZ49ewAAkZGRLq6OiPJCkiTULNMANcs0wNMNBmHjmT+x+tSvuHo7EQBwOS0B3++fhSWH5qFFpQfRoVpPVAjV/l4nIiLvxQkiO7JFtuVxSGKOn32Mh3g1riqTSGiLOTVa62tkCGn1S0JmkCqDSJUpJGbNaGQW+eQ9R8hHI2NIb2i10WAU2voyhsTtC5pJJBL3J3LmpdxaVxjozRwSM4skSQyldpxRJK5vkdyYOaQRyC22DcLYxSMraWTZaGcQif0amUSqDRxkEkli5pDjkGqI3zPKbwlVRhHEflXGkONMId2ZRKKCdWtsnPetJbPrAudFnvCY+4EDB+K7777Dr7/+ipCQECQmZv9BGRYWhoCAAJw8eRLfffcdHnroIZQuXRr79u3D0KFDERsbi/r16zu1diIquGC/UHSp8T90inkMey9txapTv+Dg5Z0AgAxLOtae/g1rT/+GeuH3oUvME7inbCPN32mIiMj7cIKIiIiIFGbNmgUg+0ll9ubNm4d+/frBz88Pq1atwowZM5CWloaoqCj06tULI0eOdEO1RJRXBsmIRuVbolH5lkhIPYvVp37BpnN/Id18B8B/t59VLhGDLjFPoGmFtqoP14iIyHtxgoiIiMiDyC64gkjrqYfq9R1fXRUVFYX169cXpCQicrPyoZXxbMPX0avOC/j77Er8deJn2+1nZ5OPY/aOifjpwJfoGPMYYis/hADfQDdXTERErsZHFxAREXmQu7eYOftFRVNcXByaNm2KkJAQlCtXDj179sTRo0dt/devX8fgwYNRs2ZNBAQEoFKlSnjttdeQkpLicL+yLGP06NGIjIxEQEAAOnTogOPHj7t6OOSBAn2D0bF6L0zu+A1euW8UqpSoYeu7ducyvt/3Od5c0Rs/HfgSqek33FgpERG5Gq8gsiNnWGC9G4uiiv35b4HkK2wo3qMt3rItTMOJMTSqzbUyhpzedpz7Ixk1Mokc5AjpzRwSM4vEDCBxfXVbX8aQ9vqO51D1ru+oFi1ihpBRDIdRrS9mCImZRI77DUKGkFZGkaSROWSVHGcO2a/v9twDVa6OkFEkdKsziMQFwnmhujhDI5NIPBz2byiJGUPiWwv7sgiZQKp4I+HNhLGIYxUzidTHDg7bWleqFCxkSB+HtfAOC3KT9evXY+DAgWjatCnMZjPeffdddOzYEYcOHUJQUBASEhKQkJCAqVOnonbt2jh79ixefvllJCQkYPHixbnud8qUKZg5cyYWLFiA6OhojBo1Cp06dcKhQ4fg7+9fiCMkT2E0GNGs4gO4r0JbHLm6F38e+z/sS9oGALiddQu/H/se8SeXoG10N3SJeQIlA8q6uWIiInI2ThARERF5EIssw+LkK34sOgK5ybOsWLFC0Z4/fz7KlSuHnTt3IjY2FnXr1sXPP/9s669WrRomTpyIZ555BmazGT4+6l/1ZFnGjBkzMHLkSPTo0QMAsHDhQoSHh+OXX35B7969XTso8miSJOGesg1xT9mGuJh6GiuO/4TN51bBIpuRacnAXyd+xppTy9C6cmc8VONJlA2KcHfJRETkJLzFjIiIiKiIuHvrWKlSpRyuExoamuPkEACcPn0aiYmJ6NChg21ZWFgYmjVrhi1btuS4TUZGBlJTUxUv8n4VQqPxQpPhmNp5ETpW7wU/owkAYLZmYe3p3/DOX89i7s4pSLx1wc2VEhGRM3CCiIiIyIMwg4hyY7VaMWTIELRs2RJ169bNcZ2rV6/i/fffR//+/XPdT2JidhBxeHi4Ynl4eLitTxQXF4ewsDDbKyoqKp+joKKoZEBZPFV/IKZ2+g4P1egNf58AAIBFtmDj2RUY8Vc/zN4xEZdunnNzpUREVBC8xcyOJcMKOZcMIvsF6jwQoSl8Yidm/qgyPjQygrT6xbZW7o86c0hfJpFWjpDRLkdIXFfMGBK3NRgc94uZQepMIb2ZRGLWi+N+8f3EjCSR3pwhR7QiULQyisSnGInri39AisdCK6NIHKvYb9E4Fs7MHRL/FhZr12qrc3KUbTGHRzwLxGMrZgxB1ggqE9dXBZfZ9QvnPMxicULbKLTFtxIzhayOM4skncdOXEH1Vdd7J5Qz75xydBsWP04hDzBw4EAcOHAAf//9d479qamp6Nq1K2rXro2xY8c69b1HjBiBN954Q/FenCQqfkL9S+KJuv3xUI3eiD+xBPEnl+B21i3IsGLr+dXYdn4tWlXuiO61+vDWMyKiIogTRERERB7EFVf88Aqiom/QoEFYvnw5NmzYgIoVK6r6b968ic6dOyMkJARLly6Fr6/4RI3/RERk/+GelJSEyMhI2/KkpCQ0bNgwx21MJhNMJlPBBkFeI9gvFI/U7odOMY9hzallWHn8J9zMTIEMKzaeXYHN51ahTZWH8HCtpxlmTURUhPAzUSIiIiIPJcsyBg0ahKVLl2LNmjWIjo5WrZOamoqOHTvCz88Py5Yt03wKWXR0NCIiIrB69WrFPrZt24bmzZs7fQzkvQJ9g9Gt5lP4sPN36FX7BQT6BgMALLIZa04vw/CVz+L7fbOQmn7DzZUSEVFecIKIiIjIg1hd9D8qmgYOHIhvv/0W3333HUJCQpCYmIjExETcuXMHwH+TQ2lpaZg7dy5SU1Nt61gs/93qW6tWLSxduhRA9i29Q4YMwYQJE7Bs2TLs378fffr0Qfny5dGzZ093DJOKOH+fADxc62l82Ok7dK/1rC2jKMuaiZUnfsJbK5/G4oNzcTvrlpsrJSIiR3iLmR1rpgWwZGdQiHEo9vkoVmFaTczwkYXsFauwL6NRI3NIbOrMINLOKNLILDLqyzRy1FZnAhUsc0h/JpHjDCIfVb/jzCExk0iklaNjcOGcrNYfgGLOjnjLiZibI45VK6NIkgrYb1F+3xSEKlNI40edanVVjo7joBvx2Emyzq+zGGoknEay6tjZ7V/MGBLbFseZQpIYjyRmEKnG5rBbc32VgmYIFeDx7Xo21fjWdyreYkb2Zs2aBQBo27atYvm8efPQr18/7Nq1C9u2bQMAVK9eXbHO6dOnUaVKFQDA0aNHbU9AA4Dhw4cjLS0N/fv3R3JyMlq1aoUVK1ZoXn1E5EiQXzAerf0cHqz2KH4/9j1Wn/wFWdZMZFjSsfzoIqw7/Ru613oW7ap2h48h99sgiYjIPThBREREROShtCao27Ztq7lOTvuRJAnjx4/H+PHjC1QfUU5CTGHoXe9ldK7+OH47ugjrTi+HRTbjVmYqvtv3GeJPLsFjdV7EfRXaOvUhFUREVDC8xYyIiMiD8DH3ROQtSgSUxrMNX8MHHReieVQH2/IraZcwa/v7GL/uVRy5steNFRIRkT1OEBERERERkcuUDYrAgKbvYuwDs3FP2Ua25advHMUHG4di+uZ3cTH1tBsrJCIigLeYKVgyLZCN/2YQqXJ87PJRxGk1MUNI7BbWt6oDjoT1xewWcXXHGUGqbBeNzCBJZ+aQOkco934fo5AR5OTMIe1MIn2ZReL6qmMNxxlFIkeZRVrbahFzbwCj0C9cMSC8nbi9mGEk1qeVUWQQsrfUx9Zxf0Fo315hFjZQHiutzVX718jdEWlfuyGuIZw34qGyzxnSyiAyOs4gUr21KoNI6NfKGNJ7LLUUNKPIAdUZ6KA2WTyuLsQMIiLyVlVK1sDwVlOxP2kHfjzwBS6kngIA7E3cin2J2/FAdDc8Uvs5hJjC3FwpEVHxxCuIiIiIiIioUEiShPoR92F8+zl4oclwlPQvAwCQYcWa08vw9l/PIv7EEpitZo09ERGRs3GCiIiIyINYYYVFdu6Lj7knIk9jkIxoXbkzJnf6Br1qvwCTMfsJerezbmHRvk8xevVLOJC0w81VEhEVL5wgIiIiIiIit/AzmvBwrafxQceFaFmpk215ws2zmLrpbczY/B4Sb11wY4VERMUHM4jsWLMstvwNi5grZN8WM4KMyk9mZaFfbFsNyiwWVYaR0BZrkYyO80nE/CRVppFGhlBBMofEfr2ZQ75GcX3HbTEjyEdj/YJmDKlzd8S8KMdzro4yifQyavSLmSOy0FZlEMmOs6i0MorUx0Kr7bwrGrRybcR+sW3U6BcziwpKc+RCsI942siOMohcnDmku1+gzv1xvL4W3ZlGet7brr8wH8LMDCIiKo5KBpTBS/e+jfZVu2PRvs9w8vohAMCexC3Yn7QDHav3QvdazyLAN9DNlRIReS9eQURERORBrLLsgsfcF17INhFRQVQtdQ/eazMT/e99FyX8SwMALLIZfx7/P4yI74vtF9YV7MMBIiLKFSeIiIiIiIjIYxgkA1pU6oAPOi7EwzWfgY/BFwCQnH4Nn28fj6mbhiPx5nk3V0lE5H04QURERORBnH/1kPNvWSMiKgz+PgHoVed5xD04Hw0i7rctP3h5J0aufhFLDs1DpiXDjRUSEXkXZhDZsWRZIP+bxyHm+Ni3xTwQcV3VtJvQNhjFjCJlJpFVY/+qTCKhbfQRcneELBmxfq0MIr1t+9wfrcwh7X59bTEHR9UvfDHEzCKtTCGtDCKRo8whrW21aN8yohyb+AeiOoPIcWaR2ao8T1XngSrfyXE/kCW08//jqKAZRFqZRGLOjtb2kiyM3WF1gCycC1Yxn0k8VRxlEKkyhzQygqxi7cLqOjOGCpoppMo00lCQTCPNt7JbQRIPDBERFZqyQZEY0nwidl/ajEV7P8G1O5dhtmZh2ZFvsOXcKjzTcLBiAomIiPKHVxARERF5EF5BRESkJkkSGpdviUkPzkPXGk/CKGV/EHbl9iVM3/wuZm4ZhWu3k9xcJRFR0cYJIiIiIiIiKhJMPgF4vO5LGN/+S9Qq09C2fNelTXg3/jnEn1wCq2zJfQdERJQrThARERF5EF5BRESkrUJoFbzd+iMMaPoeQk0lAQAZlnQs2vspJq5/HRdTT7u5QiKioocZRHYsZivu/g4tCblAigwio5gBlPu6gDpfRDY6zhwyCNtbhfWhkUGUJfYL72/yNTnsF3OB1BlDeW+7OnNIzBASx+IjiRlDjt9fK2NIb79IzOUpCKNGv5ghZJUdZx6JmURi5pBYuzqjyPF5p53XlP9P+8Ra1P1i3lLh5smIPwNEViHfRow1k8UFdrlBklHIQxIzhVQZRGJ+klissinpzCBy+qOH9e7O0fpiVpTGtvZjkQocrkRERM4mSRKaR7VH/fBm+Ongl1h3+jcAwMnrhzB69QB0q/kUutV8Cr5GPzdXSkRUNPAKIiIiIg9iheySFxGRtwryC0a/RkMxInY6IoIrAgAsshm/HlmIMWsG4Pi1A26ukIioaOAEERERERERFXk1yzTA+PZf4eGaT9tCrBNunsXE9a9h4Z6PcScrzc0VEhF5Nk4QEREReRBmEBER5Z+f0Q+96ryAse1mI7pkTdvyNad+xXurnse+xO1urI6IyLMxg8iObLbAasi+DN8q5AxZDP/9ci0Zlb9oixlAYj+EfSHDcTaLLGQayUaxX7k7i0YmkVnI/ZHEjKFAfZlDYr/BQc6QOLaCZhKJmUNGVcaQkEGkyigyOOzXmzEk7k8rg0grh0fPvrT/4FOOTczdEbc3iG2hVq2MIpFBOFEzHa6t79iItHJv9ObiiOuLh1rv/qySxtdK6Bczh2SD0G+XK6SVOaTOGBLW1+jXGymkyizSq6B3Qjl4f628JUcZRXIh3qLligkdThARUXETFVYNo9p+ivgTS/DzoXnItKTj+p0rmLb5HcRWeQhP1nsFAb5B7i6TiMij8AoiIiIiIiLyOgbJiE4xj2Nih7moU66JbfmGM39g5KoXcOjyLjdWR0TkeThBRERE5EFkF9xepvWkPyIib1Y2KBLDWk5B34ZDYTL6AwCu3bmMKX8Pw8LdM5BuvuPmComIPAMniIiIiIiIyKtJkoQHqj6MCR3molaZhrbla04vw6hVL+LIlb3uK46IyEMwg8iO1SJD+vdTVqtFyGOxa1uzlNkr6gwioV+VISS0xX6hbRX2B2F7GMyKpjqTKMthvZlCW5Ux5O+vaPvpyBFS9zk3c0idISRmHilPca319WYMaW3vKEdIK2NIL62MEXW/mFFkFdrKzBWLVXmeiWM3i20ho8hPeHezE+enxVr19qsyhzTa6h+dZjgiCcdG1Ra+B8WfP6qfGQ4yiFRBO6puff2qZChnR/EUMLPI4eYFzVuyWyBZC+/zFGYQERG5TtmgSAxvPRVrTv2KHw98iUxLOq7cvoQPNg7Fg9UexWN1XoTJx197R0REXohXEBERERERUbFhkAzoUO0RvN/+S9QoXc+2PP7kEoxZMwBnbhxzY3VERO7DCSIiIiIPYpVll7yIiEgpPLgC3omdhifrvQJfQ/a1zom3zuP9dQOx/Oh3sMqOn9hKRORtOEFERERERETF0t0nnY1r/wWqlKgBALDIFiw++BU+2PAGrqQlurlCIqLCwwwiO1arFdK/iRtWs5DHYvyvLZnFzCHlulKWmC/iOLPIqsoUEjOBxIwii9B2nFlkMYr1KvNSJDFzyKjMLBIzicQcIR+jMsvGPl9Fb8aQKkNII3NI3J+Y6yOuL7adnTGkK4NIne5SMMKxsmqExagzhxy3VZlDQsaQ1tjNBchcEq9+EGvzFc5Bre21+tWZQyIxc0j5o1SShE8chWOnbgtNB5lDYluVl6SVSQRd3a7NCHLGDhx0685bcpBBpH1OOE/2FT/OziDiFURERI6UD6mEkW0/wa+HF2L50e8hw4pj1/Zj9OqX8GzD19A8qoMqQ5CIyNvwCiIiIiIPIv/7WHpnv4iIyDEfgy961XkB78ROQ+nAcADAHXMavvgnDrN3TEBa5i03V0hE5FqcICIiIiIiIvpXzTL18X77L9Gi0oO2ZdsurMWo1S/i8JU97iuMiMjFOEFERETkQe4+5t7ZLyIiyrtA32D0v3cEXrlvFAJ9gwEA1+9cxpSNb+Lng1/DYmWANRF5H2YQ2bFaZVsUiNUq5LFY/msbjMp5NdmiXFc2i5lAyvWlLCHbRcgIkjPFzCGhnSFmGAn/gdLINBLzTcS2OD6xPjGDSJ1R9F8ejL+v44wgrYwidQaQ40wgvZlD6gykgmUMiblCDjOICpDJkx+qjCGhVqtQj3YmkZAxVMBflMSvbUGIeStiRpEqt8eoN4NIJGYSKYmZBRbxPBZzyVSZQ8LPGEcZRBq5OyLdY3VylI3+9xfHW4B1NfOb7P5pYYYPEVFx1KziA6heqg6+2vkBDl/ZAxkyfjv6LY5e3YsBTd9D6cBy7i6RiMhpeAURERGRB+Fj7omIPEvpwHJ4q9VUPF7nJdsHZMeu7cfoNf2xO2GTm6sjInIeThARERERERE5YJAM6FrzSbwb+7EtwDotMxUfbx2FRXs/RZYl080VEhEVHCeIiIiIPAgziIiIPFf10nUwvt0XaFK+lW1Z/MklmLB+MJJuXXRjZUREBccMInuybMucUOV62GVTiPlEkkXIoRHzQzQyiuQsjcwhsV/MGBLXN1qEtpB/IrQlIXPIbMxStMV8FKOQ5+Iog0jMKwoyBSq3FTOBJMcZQkaDj8N+rfXFnBsfVX/BMoa02nntcwWtPxC1MofEtllWnmeqTCLhWIv5T4746LwdRqzN1+h4e1ffbiNJymNjtYrHQswcEvrFnyGycOxkRxlEyHXdnOjPW3Lu9gXNSHKUuaSVx6Tuz/3nvmzh5ylERJQtyC8Eg5qNw+pTv+KH/bNgtmbhbPJxjFkzAP0aDcX9Ue3dXSIRUb7wN14iIiIPwgwiIiLPJ0kSOlTriVFtP0NEcEUAQLr5NmbvmIh5uz5CJm85I6IiiBNEREREHkR2we1lMm8xIyJyicolqmNsuzloUelB27L1Z37HxHWDcDktwY2VERHpxwkiIiIiIiKifPL3CUD/e0fgxSZvw89oAgCcTTmBsWtexu5Lm91cHRFR3jGDyI4sI9c8DMXV+Ro5FlaLsi1Zcs+1AABZ7DcLmUUaGUXQ6LcKmUSSql85T2gRM4kMZuXbqTKKhBwhY+4ZRL5G5SlnFDKDTEY/od+1mUOqDKICZgzpySAy6swgEvelN3TW4uQMIojNAmYqiV8rR6wQM4d8db2X3twcrfXFTCF1xpBwLA1Wx/0WjWwchxlEWpk9Drt1K3gGkb6MIa2MJUfHRutnt+pns/2+xK+JC8lw/hU/svgNS0RETteqcidULhGDT7eNRdKtC7iddQsfbxmJrjWexKO1n1f93ktE5Gl4BREREREREZETRIVVxZgHPkeT8q1ty34/9j2mbnoLKenX3VgZEZE2ThARERF5EIZUExEVbYG+wRjUbCx613vFdgX44St7MGbNABy7ut/N1RER5Y4TRERERKQwa9Ys1K9fH6GhoQgNDUXz5s3x559/2vrT09MxcOBAlC5dGsHBwejVqxeSkpLcWDERkWeRJAmdYx7HO62no4R/aQBAcvo1fLBxKFYc/6ngt2gTEbkAM4hy4+BntlYGhioTQytzyCJkDlmETCFVRpHwflnC9mJGkY+YOSRkUWhkFEkGIZdHyCgS17fPIFLnEznOIBIzhcRsGTGnRlJl/hQsc0jVrzNjSMwVcpRB5KgvP+trZRKJ3+xaGUNiZpHYL9Zjtiqzqgoy/exTwF+axPwW8ZcwH2PB9i9mDJktFof9YsaQRcwcsorfw45zhRzm7Ahc/Quo7qgc3ZlDWm0H22tt6yBzSOyXfQrvF/m7Tx5z9j71qFixIj744APExMRAlmUsWLAAPXr0wO7du1GnTh0MHToUv//+O3766SeEhYVh0KBBePTRR7Fp0yan1k1EVNTVKFMP49rNwewdE3D4yh5YZSt+2D8LZ24cxXONh8Hk4+/uEomIbHgFERERESk8/PDDeOihhxATE4MaNWpg4sSJCA4OxtatW5GSkoK5c+di2rRpaNeuHZo0aYJ58+Zh8+bN2Lp1q7tLJyLyOGH+pTCs5YfoVvNp27KtF9Zg4vrXcCUt0Y2VEREpcYKIiIjIg7gygyg1NVXxysjI0KzHYrHghx9+QFpaGpo3b46dO3ciKysLHTp0sK1Tq1YtVKpUCVu2bHHZcSEiKsqMBiMeq/MCBt8/Hv4+AQCAcyknMG7tyzh0eZebqyMiysZbzOxIUvYru+G699F89LJw2wM0blGTNG9BE/qN4u0syttjLOItZuJj743KW4nEW84yjJn/9aluMctUtI1Cv3jLma/GY+59hducnH1LmdivdQuZ1m1g9v0GJ8/P6r1lzSpp3EKm8xY0VT2ycGyEY6+uNxN5JdbiI95SpvOx9wWl95Yyg3hLmc7bqhwFDjv7lrKC7k/vLXC62+JpaNevunVPPI7iz1oH/Qbx1lwXskKG1cmPpbf++x+aqKgoxfIxY8Zg7NixOW6zf/9+NG/eHOnp6QgODsbSpUtRu3Zt7NmzB35+fihRooRi/fDwcCQm8pNwIiJHmpRvhYi2n2Hm1tFIunUBtzJT8eHfw9G73gB0rP6Y6ncKIqLCxAkiIiKiYuL8+fMIDQ21tU0mU67r1qxZE3v27EFKSgoWL16Mvn37Yv369YVRJhGRV6sQWgWj236OOTsmYl/SNsiw4vv9s3Am+Tiea/wm/Iy5/2wmInIl3mJGRETkQWRZdskLgO2pZHdfjiaI/Pz8UL16dTRp0gRxcXFo0KABPv74Y0RERCAzMxPJycmK9ZOSkhAREeHKQ0NE5DWC/IIxpMUEPGyXS7Tl/CpMXDcYV2/zakwicg9OEBEREZEmq9WKjIwMNGnSBL6+vli9erWt7+jRozh37hyaN2/uxgqJiIoWg2RErzovYGCzsTAZs59mdjblBMateQVHrux1c3VEVBx59C1mFosFY8eOxbfffovExESUL18e/fr1w8iRI23358qyjDFjxuDLL79EcnIyWrZsiVmzZiEmJkb3+0mSZNuvBPFx6jn/O+cF+ogJHZJGJpEkZhKJ/UImEcxCDodZctzOErJnVBlFGplEdrlCRqPwGHuNtq+QUZRhFDKFzML2QiYRhOwZrcwhrQwircwhcXuRmDPkzMfeF5TqMfdC5onejCLxWGWJj71XFSC0jX52DeV5ID623t0Mwve8xSp8T1iUY1dlFIltVfaN4+wcPWeKq7MM9GYMafWLx0J3PpPdsRNzsKzCz0YxC0o87vY/jMWsNVfyhMfcjxgxAl26dEGlSpVw8+ZNfPfdd1i3bh1WrlyJsLAwvPDCC3jjjTdQqlQphIaGYvDgwWjevDnuv/9+p9ZNRFQcNK0Qi8jgKMzcOgqX0xJwMzMFH/49DH0aDkGb6K7uLo+IihGPvoJo8uTJmDVrFj799FMcPnwYkydPxpQpU/DJJ5/Y1pkyZQpmzpyJ2bNnY9u2bQgKCkKnTp2Qnp7uxsqJiIiKrsuXL6NPnz6oWbMm2rdvjx07dmDlypV48MEHAQDTp09Ht27d0KtXL8TGxiIiIgJLlixxc9VEREVXxbBojHlgFuqWawoAsMgWzNv9Eb7b9xmsskVjayIi5/DoCaLNmzejR48e6Nq1K6pUqYLHHnsMHTt2xPbt2wFkf3I8Y8YMjBw5Ej169ED9+vWxcOFCJCQk4JdffnFv8URERPngysfc59XcuXNx5swZZGRk4PLly1i1apVtcggA/P398dlnn+H69etIS0vDkiVLmD/kInFxcWjatClCQkJQrlw59OzZE0ePHrX1X79+HYMHD0bNmjUREBCASpUq4bXXXkNKSorD/fbr18925fTdV+fOnV09HCJyIMgvBENbTMKD1R61LfvrxM+Ysfk93M665cbKiKi48OgJohYtWmD16tU4duwYAGDv3r34+++/0aVLFwDA6dOnkZiYiA4dOti2CQsLQ7NmzbBly5Zc95uRkYHU1FTFi4iIiMjTrF+/HgMHDsTWrVsRHx+PrKwsdOzYEWlpaQCAhIQEJCQkYOrUqThw4ADmz5+PFStW4IUXXtDcd+fOnXHp0iXb6/vvv3f1cIhIg9FgxNMNBqFfozdglLKjFPYlbceEdYNxOS3BzdURkbfz6Ayid955B6mpqahVqxaMRiMsFgsmTpyIp5/OTvtPTMxO+A8PD1dsFx4ebuvLSVxcHMaNG6daLhkkSAbJ9m+x77+GsJ1qR07O/BAziWQxk0joFzKJoJFRJJvFtpDLIbQtWcrLXCWjcrz2WR2ZmcosGTFzSMwoMhrEjCIfh/2+Fl+hX1/GkNj21bm+VsaQVqaRo3VdTcwksYiZRAXMKNJfkN0/NbKdVJvqfG8xl0c8r8R2lkH5tbEIWTVamUNi1o1qfTH7RqCVu6OHWJuqVrFtcHxeFnbGkFbb/msjZgoZDGJekXAsLML3r/32PoWXgyXLVqfnbnlajhfl3YoVKxTt+fPno1y5cti5cydiY2NRt25d/Pzzz7b+atWqYeLEiXjmmWdgNpvh45P7z1OTycQrv4g8VNvobggProBPt41DWmYqEm6exfi1r2Lw/eNQs0wDd5dHRF7Ko68g+vHHH7Fo0SJ899132LVrFxYsWICpU6diwYIFBdrviBEjkJKSYnudP3/eSRUTEREVjCfcYkae6+6tY6VKlXK4TmhoqMPJIQBYt24dypUrh5o1a+KVV17BtWvXcl2XV18TFb57yjbC6LafITKkEgDgVmYqpmx8C+vP/OHmyojIW3n0BNFbb72Fd955B71790a9evXw7LPPYujQoYiLiwMA26deSUlJiu2SkpIcfiJmMpkQGhqqeBERERF5MqvViiFDhqBly5aoW7dujutcvXoV77//Pvr37+9wX507d8bChQuxevVqTJ48GevXr0eXLl1gseQchhsXF4ewsDDbKyoqqsDjISJt4cEVMLLNp3bh1WbM2zUV3++bxfBqInI6j54gun37tur2BqPRaLttIDo6GhEREVi9erWtPzU1Fdu2bUPz5s0LtVYiIiJnkP99zL0zX7zFzDsMHDgQBw4cwA8//JBjf2pqKrp27YratWtj7NixDvfVu3dvdO/eHfXq1UPPnj2xfPly7NixA+vWrctxfV59TeQ+QX7BqvDqlSd+wmfbxiHDzCc3E5HzeHQG0cMPP4yJEyeiUqVKqFOnDnbv3o1p06bh+eefB5CdnTFkyBBMmDABMTExiI6OxqhRo1C+fHn07NlT9/sZDAa7DCLlxJR9Toc4aaXKKxIzilT9QlssRFxQ0EgjjYwiSWjLqowiq8O2VcgkMhv/y1exzyMCgEyfLEVbK4PIV+j3EfozDL4O+zPFTCNJ3J++zCEfyfH6YsaQo1whrcwhZ2cSiTk9qrFqZBDpzShy5vSzZraT8HW0WJUZP2aj8jzJtCjPQ4tVeQ4bDcJ5KpxH4vpiRpFRaGcJn8iLOT9ippEkZBSJWTr2twvpzSPSyhwS+0Xi2CSd56k4UaGVSeRo7Dn12/98FvtUx1k1dmF9uy+D+N8EKphly5bp3ubBBx9EQECAC6rJv8Icx6BBg7B8+XJs2LABFStWVPXfvHkTnTt3RkhICJYuXQpfX98c9pK7qlWrokyZMjhx4gTat2+v6jeZTDCZTLrrJiLnuBteXT6kMr7Z+zGsshU7E/7G5I1v4PXmExDmn/ttp0REeeXRE0SffPIJRo0ahVdffRWXL19G+fLlMWDAAIwePdq2zvDhw5GWlob+/fsjOTkZrVq1wooVK+Dv7+/GyomIiPJHluUCBZHntk9PovdDHEmScPz4cVStWtU1BeVTYYxDlmUMHjwYS5cuxbp16xAdHa1aJzU1FZ06dYLJZMKyZcvy9TvQhQsXcO3aNURGRurelogKzwNVH0bZoAh8um0c0s23cerGEUxYNxhDW8ah/L9ZRURE+eXRH4mGhIRgxowZOHv2LO7cuYOTJ09iwoQJ8PPzs60jSRLGjx+PxMREpKenY9WqVahRo4YbqyYiIiItiYmJsFqteXoFBga6u9xcuXocAwcOxLfffovvvvsOISEhSExMRGJiIu7cuQMge3Lo7mPv586di9TUVNs69nlCtWrVwtKlSwEAt27dwltvvYWtW7fizJkzWL16NXr06IHq1aujU6dOzjkwROQydcOb4r02H6NUQFkAwJXblzBh3SAcubLXzZURUVHn0RNERERExY2z84fuvjxJ3759dd1m9cwzz3jkAyUKYxyzZs1CSkoK2rZti8jISNvr//7v/wAAu3btwrZt27B//35Ur15dsY59TtDRo0dtT0AzGo3Yt28funfvjho1auCFF15AkyZNsHHjRt5GRlRERIVVw6i2n6JSWHUAwO2sW/jw77ew+dwqN1dGREWZJHvadedukJqamv1UjgolbTkTRh8h88SubfARcnPEdX2V/QZVv5DhodWvtb6f0C+2xe011jeYjBr9yjsTjf7Kto9dv6+/MgPBz1/5i6d/gLIdKFwWH2BStoP9lZ++BpuClG0/ZTvIT7l+oK/yF3l/o/L9A3z8hX5lW2/mkFY7r305vZcWMTNIiypTSGdbfD+zmAMkmx32228v7lu1L6FtheywX2xnCRlEZiFTSCujKNOq7M8SMoMyzZkO+80WsR7hWAhZOeL69j+2tTJ6RFqZQ1ptMY+poJlG4n+CxLGLmUXq/ty3Vx0bjUwi8elN9uub72Rh7cu/2h4f7gp3/1v0wrJB8Aty7h/pmWkZmNv9U5fWT8XL3fOV5xSRe93Juo1Z28djX9J227JHaz+Hh2s+o/nfYCIqPvL6321eQURERORB7mYQOftFRETeJ8A3EK83n4i20Q/bli05NA9f7/pQ9QEZEZEWThARERF5EKssu+TlKe7cuYOLFy+qlh88eNAN1eSft4yDiIo+o8GIvg2H4Im6/W3LNp5dgembR+BOVpobKyOiooYTRERERFQoFi9ejJiYGHTt2hX169fHtm3bbH3PPvusGyvTx1vGQUTeQ5IkPFSjN169bzR8DNkRDwcv78QHG4YiJf26m6sjoqLCox9zX9gMBgmSIfte3btZRP/12WUQGYUMH7FtkBy2IfYbHa+vbouFwzGdtx+LtyJIwgfPslW5QLYIOR92bYtZmelhMQvZK1nK4jONynwTH6GdkaXMdvE1KjOOfA1CHpKQl6JqS8q2KvtGyM0JMCgziXyE99OTOaSVKWSA0WG/FoPkeHsrlF8bsR4xU0grg8igkXlkkJX795GUx84Ku7wX4ZJo8euaJWYQiV83Yexm1XmhbIvvJ54nYiaRwSLk7kD8ujvO7ckSfr6IGQFi5pC4P/t+VQaQ8P2rdWuRVuaQVqaQeqzi2PR9DmE0OM4JkiTHGUX29VmF2iwFyGIwGArv8xRZtqrG5Yx9eoIJEyZg586dCA8Px86dO9G3b1+8++67eOqpp4rUbXDeMg4i8j73VWyLkgFlMGPLSKRlpuJsyglMWD8Yw1pOQXhwBXeXR0QejhNEREREVCiysrIQHh4OAGjSpAk2bNiARx55BCdOnChSYareMg4i8k4xpevivdiPMXXT27h+5zKupF3ChPWD8UaLOESXrOnu8ojIg/EWMyIiIg/izRlE5cqVw759+2ztUqVKIT4+HocPH1Ys93TeMg4i8l7lQytjVNtPUDE0GgBwMyMZH2wYigNJO9xcGRF5Mk4QERERUaH45ptvUK5cOcUyPz8/fP/991i/fr2bqtLPW8ZBRN6tZEBZjIidgRql6wEAMizpmL75XWw+t8rNlRGRp+ItZnYko8GWM2EQc4HscoY0M4LEbX2EzA6NzCEYnZ1Z5Hh/ejOKVBxkFIl5RVYhr8hiVrazhIyijCxl9ouPUXnKpmdlKNpi1osqo0jIkhGzaHwsmQ77xewbMWNIXF/M9XGUK+Qorygv/VpUmUHC/LCqX8xnkoQ8Ka1MIsnx/sW2/f7EfCIxC0o7Q8hxv96MIqNGtpXRILy/RewXMoxUOT5CFpfQn2VRHnv7W1jMQp+YNaP3yhFVbcJY9WYOaWUY5VCBsL6YMSSch9bCuZ3Haii8DB9Z1s6Oys8+PUHFihVVy+Li4hAeHo7nn39esfzrr7/GlStX8PbbbxdWeXnmLeMgIu8X5BeCYa2mYM6OidiZ8DcssgVf/DMJqRk30DnmcXeXR0QehlcQERERkdvMmTMHtWrVUi2vU6cOZs+e7YaK8sdbxkFE3sfPaMLAZmPQNvph27If9s/CD/tnqT6wI6LijRNEREREHsSbM4hykpiYiMjISNXysmXL4tKlS26oKH+8ZRxE5J0MkhF9Gw7BI/f0sy1bcfwnfPnPB6orrYmo+OIEERERkQeRYbU96t5pL3juJ8RRUVHYtGmTavmmTZtQvnx5N1SUP94yDiLyXpIkocc9fdCv0RuQ/v0zcMv5Vfh06xhkCjELRFQ8MYPIjmSQbPk+9plDgDI3yOAj9AltcVutjCExo0irDeH9VJlF4vqqzCIIbY3MIr0RH7KDDCJVJpGQJ6LRzjQ7ziTyNSr/43bHmK5cX8hTEdt+BmVmkSrbRsjG0crVUWUQ2bW1MoXEbQtKa3+amUIQ85SE9XVmFInsj7XqvWXHeUZamUXi2PVmFKmzphxnDIn9BrOQ66PK2ckU2mJuj3L/ZovdzyNhXYvV6rCtRXxvrcwhMfdLa3sxo0iLOq9JbAvnnaJf3yeiYu6PfVt8X3Kel156CUOGDEFWVhbatWsHAFi9ejWGDx+ON998083V5Z23jIOIvF/b6G4INZXE59vHw2zNwp7ELZi26R283nwCAnwD3V0eEbkRJ4iIiIg8iCtuCfPkW8zeeustXLt2Da+++ioyM7MnS/39/fH2229jxIgRbq4u77xlHERUPDQu3xJvtvwAH28ZiXTzHRy5ugdTNr6JN1p+gBBTmLvLIyI34S1mRERE5DaSJGHy5Mm4cuUKtm7dir179+L69esYPXq0u0vTxVvGQUTFxz1lG2F4q6kI8gsFAJxOPoq4DUNw484VN1dGRO7CCSIiIiIPIsuyS16eLjg4GE2bNkXdunVhMpncXU6+ecs4iKh4qFrqHrwbOx0l/EsDABJunsWk9UNw+dZFN1dGRO7AW8zsGIwGGP7NDzKIOUJ2bVVmj5DxY1BlDIl5RgaH/aoMIzGTSGP/+tcX31/cXiNTSYzmcJTV4SDjAwCsQl6KWSOTyGxRZoxkabazHLYzjUKWjBDYJ2bX+MiOM4kccZRPlBOtfr1UOT+S45wfMVNIvb7jjCLxPLFC+bW0359WtpPYzhIyhMTMIq2xaX0txLZWRpG6LebwOA6C1Mq7se/PsojrKo+FmAmkNVGgnUEk5i+JeUpaY9eX5SPL+c/+scpGh/3isTAIY1FkEIk/98ipNm7ciDlz5uDUqVP46aefUKFCBXzzzTeIjo5Gq1at3F1ennnLOIioeKkQGo1323yMDze+hSu3L+HK7UuYuP51vNXqQ1QMi3Z3eURUiHgFERERkQeRXfCIe0++gujnn39Gp06dEBAQgF27diEjIwMAkJKSgkmTJrm5urzzlnEQUfFULqg83m3zMSqEVgEApGRcR9yGITh5/bB7CyOiQsUJIiIiInKbCRMmYPbs2fjyyy/h6/vfkyRbtmyJXbt2ubEyfbxlHERUfJUMKIMRraejaslaAIC0rJuYsvFNHLrMn2FExQUniIiIiDxIccsgOnr0KGJjY1XLw8LCkJycXPgF5ZO3jIOIirdgUxjeajUV95RtCADIsKRj2uYR2Ju41b2FEVGhYAaRHWUGUe65QuqMHo2MH1W/1vY6M4a01vcV5gH1bi8eC63MJLusDlVekUD8m0X8I0ZsW1QZRcq8lUyzMkPI16jMekk3Kk95X4uv0Fau72dQ9puFrBuzpGz7ChlFqtweu1werUwf7Uwix/kqzqY3x0ccnyqfSfja24/HKgnZUxr7UmUEaWQSaW3v/LZWppCwvtl5eTeqnC/V95jyWGhlCImZQ2ImkTrDSMwo0ptBlP+JDa1Huxu0MtHsatVbd0HIslX1dXHGPj1VREQETpw4gSpVqiiW//3336hatap7isoHbxkHEVGAbyCGtvgAs7aPx+5Lm2G2ZmHmltF4tdloNCnPPDUib8YriIiIiMhtXnrpJbz++uvYtm0bJElCQkICFi1ahGHDhuGVV15xd3l55i3jICICAD+jHwY2G4v7KrQFAFhkMz7bNhbbLqx1b2FE5FK8goiIiMiD3A2WdvY+PdU777wDq9WK9u3b4/bt24iNjYXJZMKwYcMwePBgd5eXZ94yDiKiu3wMPhjQ9D34GH2x+Vw8rLIVs7dPhNmahZaVOrq7PCJyAU4QERERkdtIkoT33nsPb731Fk6cOIFbt26hdu3aCA4OdndpunjLOIiI7BkNRrzYZDh8DL7YcOYPyLDiq38mw2zJQpvoru4uj4icjBNEdiSDZMvMUeXq2LU1M3g0Mokgrq+VMSTuz9dxxpBmW9y/r5AhItSjGq9Gv33bIIxV1dbMKNKXSWSxKrNrsoSMIrGdYRYyh4zKzKFMozLTyEfIKPIRMoeyhOwbsR8FiDHRyhwSM4AKSnw/q2wR+h3n+oh0ZRSJFzvoPG7icTdoZRgJGUUGOM4UEseilRelpaDbOyJ+T0iqK0kcv7eYMaTOJDI6bIvrixlHIjErR7zyRSsLyH59sRbx54dYmyzkK9lnFBkMhXdHtitCpT05pPrOnTuQZRmBgYGoXbs2zp49i6+++gq1a9dGx45F5xNqbxkHEZHIIBnRr9Eb8DX4YvWpXyFDxrzdHyHLmoUO1Xq6uzwiciJmEBEREZHb9OjRAwsXLgQAJCcno1mzZvjoo4/Qo0cPzJo1y83V5Z23jIOIKCcGyYBnGryGTtUfty37du9MrDj+kxurIiJn4wQRERGRByluj7nftWsXWrduDQBYvHgxwsPDcfbsWSxcuBAzZ850c3V55y3jICLKjSRJ6F3vZXSr+bRt2Q/7Z+G3I4vcWBURORMniIiIiMhtbt++jZCQEADAX3/9hUcffRQGgwH3338/zp496+bq8s5bxkFE5IgkSXiszgt4tPZztmU/H5qLpYfme/SHEUSUN3nKIHr00Ud173j27NkoV66c7u3cyeBjsGXkqHJ/7NqSQcwY0sgMEvu12mJGkZAhBDHTSJUppJVB5LjfUaZQdtvouN+ufqO4riqTSMgvEdp6cz/UGUViJpEyUyjTqPwWyBT6fYXMIT+DMqPILGQOmSWzw35fu2wcq5B7o8rF0chqKWjmkNb2YkaQVgaSK6kygSDk1EjKr7PDfKMc2mJGker9xYwinRlEetcXaeU7Odq3eM6L3yNixo86M8hx5pAqn0kjg0h77MrtzcL3sEEWcoMcjEfsE8ci5iFJUu7HQhyHKxW3DKLq1avjl19+wSOPPIKVK1di6NChAIDLly8jNDTUzdXlnbeMg4goL7rXehY+Bl/8eOALAMCvR7JvsX2kdj83VkVEBZWnv1J++eUX+Pn5ISwsLE+v33//Hbdu3XJ17URERFTEjR49GsOGDUOVKlXQrFkzNG/eHED2VTiNGjVyc3V55y3jICLKq4dq9MbT9QfZ2r8eWYilh+a7ryAiKrA8P8Vs5syZeb4iaPHixfkuiIiIqDizyrLqyi5n7NNTPfbYY2jVqhUuXbqEBg0a2Ja3b98ejzzyiBsr08dbxkFEpMeD1bPvNFm071MA2ZNEkiSh5z193VkWEeVTniaI1q5di1KlSuV5p3/++ScqVKiQ76KIiIiKq+J2ixkAREREICIiQrHsvvvuc1M1+ect4yAi0uPB6o9Chozv9n0GAPjl8AJIkNDjnj5uroyI9MrTBFGbNm107bRVq1b5KsbdJINkyxdS5QzZZxCJGT6qTCKtfiHLQugXM4VUGUNamUMa/QZfZcaHWK9RlUnkOHNInTP0X9tHa1uNDCIfjUwiMVNEi96MInVmkbLtI2QU+RiU31JidkyWXSaRweDaTB8xt0c3jUOrN6NIb8aSLuLfvgWMi/HV+DpCjATSGIrmWDV+Evs7yCDSe2WIeM5rnYVamUJiv2r9Ap6HYqabWL84fvuvlcUq5h85zlci94iLi0N4eDief/55xfKvv/4aV65cwdtvv+2myvTxlnEQEeVHx+q9IEPG9/s+BwAsPTwfADhJRFTE6P7N/Y8//sDKlStVy1euXIk///zTKUUREREVV8XtMfdz5sxBrVq1VMvr1KmD2bNnu6Gi/PGWcRAR5Ven6o/hyXqv2NpLD8/Hr4e/cWNFRKSX7gmid955BxaLRbVclmW88847TimKiIiIiofExERERkaqlpctWxaXLl1yQ0X54y3jICIqiE4xj6O3YpJoHpYd4SQRUVGhe4Lo+PHjqF27tmp5rVq1cOLECacURUREVFwVtyuIoqKisGnTJtXyTZs2oXz58m6oKH+8ZRxERAXVWZgkWnJoHpYd+daNFRFRXuX5KWZ3hYWF4dSpU6hSpYpi+YkTJxAUFOSsutxCMhogGbPnzMSsnLvLs/+dez5R9saO+1VtrYwh1fpi5pDQ1sgYMmhkEhnFto/YrzxtHOUMFTRjSLtfWYtR6BczR7SIeSZmIe/EbJchlJd2ltC2zyiyQrlvVaaPzoyfAmcOaezPKgTvGIVcHVdmEqn3rTFWjUwirdrF2lQZRAKDLJx3BfxaWI3i+4s5O/+1ZY3aROL3hLhvdU6P8D0nZg5JjjOKxK+V1vekeqzK9WVJ2S9mHtlnFGmNxSCJ55VwbOzazCtynZdeeglDhgxBVlYW2rVrBwBYvXo1hg8fjjfffNPN1eWdt4yDiMgZOsc8Dhky/m9/9i22Sw59DYNkQLeaT7m5MiJyRPcEUY8ePTBkyBAsXboU1apVA5A9OfTmm2+ie/fuTi+QiIioOJFl5z91zIMvIMJbb72Fa9eu4dVXX0VmZnbwv7+/P95++22MGDHCzdXlnbeMg4jIWbrEPAHIMv7vwBwAwOKDX8HX4ItOMY+7uTIiyo3uCaIpU6agc+fOqFWrFipWrAgAuHDhAlq3bo2pU6c6vUAiIiLyTllZWejcuTNmz56NUaNG4fDhwwgICEBMTAxMJpO7y8szbxkHEZGzdanxP8iQ8eOBLwAA3++fBV+jCe2q8sICIk+Ur1vMNm/ejPj4eOzduxcBAQGoX78+YmNjXVEfERFRseKKzCBPzSDy9fXFvn37AADBwcFo2rSpmyvKH28ZBxGRKzxUozcyLRn45fACAMDCPTPga/RD68qd3VwZEYl0TxAB2VkMHTt2RGxsLEwmk9dkM0iSBOlufpCDHCFJ1SfmFakCT5Rtg0a/uD9V5pC+TCIxY0jMV1JlDokZQ0K/j5+YQaRs+9q1xT6tTCExT0TMFFK3Ha+vzijSl4sjtlWZRLKyLWYOmWVl235/Wrk3zqaZ2yNQZQQVMJNIqx5H49fOO9KZSSTS+SPMPksKUOdF6SWO3U88N1SZRNYc/53dFjJ84PhYaWVBiT/ffYTMITGTSJ3zo++8k8RjKTTFzCOrkCNk/z2uzidSriuOTaxdstt3Yf53zirLqq+jM/bpqZ555hnMnTsXH3zwgbtLKRBvGQcRkSv0qNUHmZYM/HHsBwDA1zunwtfgh/uj2rm5MiKyp3uCyGq1YuLEiZg9ezaSkpJw7NgxVK1aFaNGjUKVKlXwwgsvuKJOIiIi8kJmsxlff/01Vq1ahSZNmqgeeDFt2jQ3VaaPt4yDiMgVJEnC43VeQpYlE/Enl0CGFV/8Mwm+Bl80qdDa3eUR0b90TxBNmDABCxYswJQpU/DSSy/ZltetWxczZszgBBEREVEBFKdbzADgwIEDaNy4MQDg2LFjir6idIWyt4yDiMhVJEnCU/UHIsuSiXVnlsMqW/H59vfxevP3UT+imbvLIyLkY4Jo4cKF+OKLL9C+fXu8/PLLtuUNGjTAkSNHnFocERERFb5Zs2Zh1qxZOHPmDACgTp06GD16NLp06QIAaNu2LdavX6/YZsCAAZg9e7bu91q7dm2B6/UE3jIOIiJXkiQJfRoNQaY1A5vPxcMim/HJ1jEY2mISapdr7O7yiIo93RNEFy9eRPXq1VXLrVYrsrKynFKUu0hGyZYfpMoZsm9rZAqJGUQFbYvvp3d7g9jWmTnka/JVtn2VbT+hbZ9B5OsjrOvjOBNIzAwyCJ+6iuuLn8qKeSda2/salPWJeSoirYwidWaRMoPIPqNIzLHR3rcy70jM5RHpzX7R2l5vJpF6f0J2jDAePe+tl/ZYhK97AT/s9zXkK97NRk8mkayRQSQSc7TETB+R+D2h+p4V2lrfgyJVZpKs7+CL553FbnxF9qoNF1xBpPc59xUrVsQHH3yAmJgYyLKMBQsWoEePHti9ezfq1KkDAHjppZcwfvx42zaBgYFOLZmIiLyTQTLghcbDkWXJxI6L65FlzcSMLSMxrOVk1ChTz93lERVruv+KqV27NjZu3IjKlSsrli9evBiNGjVyWmFERETkHg8//LCiPXHiRMyaNQtbt261TRAFBgYiIiLCae956NAhnDt3DpmZmYrl3bsXrUche8s4iIhcyWgwYkDT92C2ZmH3pc3ItKRj2uYRGN5qKqqWquXu8oiKLd0TRKNHj0bfvn1x8eJFWK1WLFmyBEePHsXChQuxfPlyV9RIRERUbMhwQQbRv4/yS01NVSw3mUwwmUwOt7VYLPjpp5+QlpaG5s2b25YvWrQI3377LSIiIvDwww9j1KhR+bqK6NSpU3jkkUewf/9+SJJkG/vdK8AsltyvNvQk3jIOIqLC4mPwwav3jcbHW0bhwOUdSDffxkeb38G7sdNRITTa3eURFUu670Hp0aMHfvvtN6xatQpBQUEYPXo0Dh8+jN9++w0PPvigK2okIiIiJ4iKikJYWJjtFRcXl+u6+/fvR3BwMEwmE15++WUsXboUtWvXBgA89dRT+Pbbb7F27VqMGDEC33zzDZ555pl81fT6668jOjoaly9fRmBgIA4ePIgNGzbg3nvvxbp16/K1T3fwlnEQERUmX6MfBt8/DrXKNAQApGWm4sO/h+NK2iX3FkZUTOUrKKN169aIj493di1uJxkkW9aQKtfHLmdIlU+kyiQSdmxwnCmk6he2F98PRuUKkkbb4CNkhIj9QtvHT3laiJlDJj8/RVvMIDL5/tfv7yus66Ns+wqZQ75G5b7EfBQxz0Rv3olIErYX81S08lVEejKKVH1QfrpsEfoLlmrjXcT8JfFYFTR/CcLFG6r8JMnx10rMntLKJBJzdExG5feJeK742OU3mQ3KWnwMjq9S0Ps9YhRq1/oeEb+ntBhU3yOO6xMzl8QsLPv3F88DdWaZZ2YUufIpZufPn0doaKhtuaOrh2rWrIk9e/YgJSUFixcvRt++fbF+/XrUrl0b/fv3t61Xr149REZGon379jh58iSqVaumq7YtW7ZgzZo1KFOmDAwGAwwGA1q1aoW4uDi89tpr2L17t87Ruoe3jIOIqLCZfPzxevMJmLLxTZxOPork9GuY8vcwvBc7EyUCSru7PKJiRfdfUefPn8eFCxds7e3bt2PIkCH44osvnFoYERFRcXR3gsjZLwAIDQ1VvBxNEPn5+aF69epo0qQJ4uLi0KBBA3z88cc5rtusWfbjiU+cOKF7vBaLBSEhIQCAMmXKICEhAQBQuXJlHD16VPf+3MVbxkFE5A4BvoF4o+UHKB+SnXN7Je0Spm4ajluZqRpbEpEz6Z4geuqpp2yPck1MTESHDh2wfft2vPfee4qnmRAREZH3sFqtyMjIyLFvz549AIDIyEjd+61bty727t0LIHuiacqUKdi0aRPGjx+PqlWr5rvewuYt4yAicpcQUxiGtZyC0oHhAIALqacxffO7SDffcXNlRMWH7gmiAwcO4L777gMA/Pjjj6hXrx42b96MRYsWYf78+c6uj4iIqFhx5RVEeTVixAhs2LABZ86cwf79+zFixAisW7cOTz/9NE6ePIn3338fO3fuxJkzZ7Bs2TL06dMHsbGxqF+/vu7xjhw5ElZr9q2D48ePx+nTp9G6dWv88ccfmDlzpu79uYu3jIOIyJ1KBZbF8FZTEWoqCQA4ef0QPtk6GlmWTI0ticgZdMeaZGVl2S5JX7Vqle2xrbVq1cKlS0U7TEwy/pcnpMr9sZ9KEzOINDKDNNti3pGQCSRmFmntz6CxvsGozAwxCu9nFPp9hLavj/K0MQk5QwF+/rZ/+/sqb18Q2wE+/oq2n5BBJGYS6c0EEolZLnr5CHksBXl/sRYxx8bRtjmtX+DcnWJEPFbisdU8luLf2mKUjXCeiJlEYoaSj6Rc32oQMofEHCC7/YnfE1bhe0Yk5u5YhYkD9feYcn2tTCL9OV3C+sKxMkjK+rQyjgqSKyRmFNm3xT5vd/nyZfTp0weXLl1CWFgY6tevj5UrV+LBBx/E+fPnsWrVKsyYMQNpaWmIiopCr169MHLkyHy9V6dOnWz/rl69Oo4cOYLr16+jZMmSReq4u2occXFxWLJkCY4cOYKAgAC0aNECkydPRs2aNW3rDBgwAKtWrUJCQgKCg4Nt69SqlfujomVZxpgxY/Dll18iOTkZLVu2xKxZsxATE5PvWomInCE8uALeajUFcRuG4nbWLRy8vBOzd0zEq/eNhlH4vYOInEv3X5R16tTB7NmzsXHjRsTHx6Nz584AgISEBJQuzRAxIiKigvCEK4jmzp2LM2fOICMjA5cvX8aqVatsTyqNiorC+vXrce3aNaSnp+P48eOYMmWKIvw6L0aPHo2dO3fm2FeqVKkiMznk6nGsX78eAwcOxNatWxEfH4+srCx07NgRaWlptnWaNGmCefPm4fDhw1i5ciVkWUbHjh1hseQeWj9lyhTMnDkTs2fPxrZt2xAUFIROnTohPT29QPUSETlDVFg1DG0xCX7G7A+TdyZsxPzdHxX4w14ickz3BNHkyZMxZ84ctG3bFk8++SQaNGgAAFi2bJnt1jMiIiIiRy5cuIAuXbqgYsWKeOWVV/Dnn38iM7Po3ULg6nGsWLEC/fr1Q506ddCgQQPMnz8f586dU0xK9e/fH7GxsahSpQoaN26MCRMm4Pz58zhz5kyO+5RlGTNmzMDIkSPRo0cP1K9fHwsXLkRCQgJ++eWXHLfJyMhAamqq4kVE5Eoxpeti8P3jYPz3SuuNZ1fg//bPdvqTPonoP7pvMWvbti2uXr2K1NRUlCxZ0ra8f//+CAwMdGpxhU22APK/tzNIwl0a9rd9qe5wUN2OVsC22NRYX+8tbQaNW84MBq1bzpSnjZ+Pb67tQN8ARV+Qn7IdIPSL6/sZhH0Lj/8WHx+u9/aWLOF2FvFWIL2fUoi3AqneH7nfYqZa18WfkOg9Vlq3ZWmxyo4fv14QWo+911Lg2/N03nKmRTy24nlutmv7CMdV3FZ8LLz4GHn1o+CF2980biHTOudF6lvM9H0fiO+v55YyT32svUi2Zr+cvU9P8/XXX8NqtWLTpk347bffMGTIEFy6dAkPPvggevTogW7duqFUqVLuLlNTYY8jJSUFAHLdZ1paGubNm4fo6GhERUXluM7p06dtDxq5KywsDM2aNcOWLVvQu3dv1TZxcXEYN26cE0ZARJR39cKb4uX73sPn296HDCtWnliMIL8QdK/1rLtLI/JKuv8qOn36NE6dOqWYHAKys4lu377ttMKIiIjIuxkMBrRu3RpTpkzB0aNHsW3bNjRr1gxz5sxBZGQkYmNjMXXqVFy8eNHdpTpUWOOwWq0YMmQIWrZsibp16yr6Pv/8cwQHByM4OBh//vkn4uPj4efnl+N+EhMTAQDh4eGK5eHh4bY+0YgRI5CSkmJ7nT9/vkBjISLKq6YV2qBf4zds7SWH5mHtqd/cWBGR99I9QdSvXz9s3rxZtXzbtm3o16+fM2oiIiIqvmTZNa8i4J577sHw4cOxadMmXLhwAf369cPGjRvx/fffu7s0XVw1joEDB+LAgQP44YcfVH1PP/00du/ejfXr16NGjRp44oknnJonZDKZEBoaqngRERWWNlUewv/qDrC1F+75GDsT/nZjRUTeSfctZrt370bLli1Vy++//34MGjTIKUUREREVV/kJlc7LPj3VG2+8keNySZLg7++Pnj17okePHoVclX6uHsegQYOwfPlybNiwARUrVlT1h4WFISwsDDExMbj//vtRsmRJLF26FE8++aRq3YiICABAUlISIiMjbcuTkpLQsGHDfNdIRORKXWr8DykZN7Di+I+QYcWs7e/jrVYfomaZ+u4ujchr6J4gkiQJN2/eVC1PSUlx+LSMosD+l3LZ6uCXaZ0ZQqrrtMR+rcwhsanav+MV1PsT+4XdiRlEmm1lRonJxy/Hf2e3lY+5FzOHgn2DFO0gH2WuVYCPv6KtyiQSw6M0WKE8ZzMsymBRMZNI1S8r+0WqvBQHF+25O3PIkxT0WIiZRK6mzmcS3z9L2EB4rL1Gzo7qMff2GURibpZWDpYwUSDm8ojvpapFKuBj7YX1xe8xg+T4WOhRVJ6CVdzt3r0bu3btgsVisT26/dixYzAajahVqxY+//xzDBs2DBs3bkTt2rXdXG3uXDUOWZYxePBgLF26FOvWrUN0dHSetpFlGRkZGTn2R0dHIyIiAqtXr7ZNCKWmpmLbtm145ZVX8lwbEVFhe6Juf6SkX8eW86tgtmbh4y0jMSJ2BqLCqrq7NCKvoPs379jYWMTFxSkmgywWC+Li4tCqVSunFkdERFTceMJj7gtTjx490KFDByQkJGDnzp3YuXMnLly4gAcffBBPPvkkLl68iNatW2Po0KHuLtUhV41j4MCB+Pbbb/Hdd98hJCQEiYmJSExMxJ07dwAAp06dQlxcHHbu3Ilz585h8+bNePzxxxEQEICHHnrItp9atWph6dKlALInT4cMGYIJEyZg2bJl2L9/P/r06YPy5cujZ8+eTjsmRETOZpAMeKHJcNQt1xQAcDvrFj7a9Dau3s45P42I9NF9BdEHH3yANm3aoGbNmmjdujUAYOPGjUhNTcWaNWucXiARERF5rw8//BDx8fGKTJuwsDCMHTsWHTt2xOuvv47Ro0ejY8eObqxSm6vGMWvWLADZT5G1N2/ePPTr1w/+/v7YuHEjZsyYgRs3biA8PByxsbHYvHkzypUrZ1v/6NGjtiegAcDw4cORlpaG/v37Izk5Ga1atcKKFSvg76+8UpeIyNP4GHww6P6xmLzxDZy+cRTJ6dcw9e+3MbLNTASbwtxdHlGRpnuCqE6dOti3bx8+/fRT7N27FwEBAejTpw8GDRpUJB5HS0RE5MmKWwZRSkoKLl++rLrt6sqVK0hNTQUAlChRApmZmTlt7jFcNQ6tr1358uXxxx9/6N6PJEkYP348xo8fr6seIiJP4O8TgKEt4jBx/WtIunUBibfOY/qW9zC81Ycw+QRo74CIcqRrgigrKwudO3fG7NmzMWnSJFfV5DayRYYs/fsLlFXs+2+BZBUyfDQyhMQcDK1+dUaRRoaQqlvj/TXaYiaJ2K+VSWSfGeIj5BP5GZUZQf5GZSaRmDEU5KvMIAryUWYUiev7GpT795Ec56mIxLwUMWPojvmOoi1mEt2xKPtV+St2ba2sF63aXE2dq+Pc9y/s8Tji6nwmH4jZWMpMIvFc0DoPld9jwrbQNxGgOg+hL5NIi2osqswh1x178Q9iMX+JPEOPHj3w/PPP46OPPkLTptm3DOzYsQPDhg2z3e60fft21KhRw41VavOWcRARFRWhphIY1nIyJqwbjJSM6zh5/RA+3/4+Bt8/XvX7CxHlja7fzH19fbFv3z5X1UJERFTsFben3M+ZMwft27dH7969UblyZVSuXBm9e/dG+/btMXv2bADZ+TlfffWVmyt1zFvGQURUlJQNisQbLT+A/78PttmbuBULdk/z6CtniTyZ7o9un3nmGcydO9cVtRAREVExExwcjC+//BLXrl3D7t27sXv3bly7dg1ffPEFgoKyrxpt2LChxz9+3VvGQURU1FQuUR2vN38fPv/eSbDx7Ar8fJB/rxLlh+5r78xmM77++musWrUKTZo0sf3Sc9e0adOcVhwREVFxU9wyiO4KDg5G/fr13V1GgXnLOIiIipJ7yjZC/3tHYNb29yFDxvJj36FEQGl0qPaIu0sjKlJ0TxAdOHAAjRs3BgAcO3ZM0afK0nGCixcv4u2338aff/6J27dvo3r16pg3bx7uvfdeANm/9I4ZMwZffvklkpOT0bJlS8yaNQsxMTG630u2ypCt2b9E22cOZbclu/XU29lTHQVVppBW23HGkHZGkViAxuo6M4pEYoaI/fpin9gW7w8WM4NMRj+H7QBjgNBvctg2CBfNGXXmn2QJWTBZVmWWTFpWmqItZhLdMafb/m2FRahNmdckcnZWi1FSvp9FtuSyZuFwZSaR3mOntX5B85kMsvLYGySr0Ba+bxyct6rvKeHrajCIGWP6vifFfq3vGYuD3K2c2gYhM8nVeVBFgivuCSsCE0SHDh3CuXPnVCHO3bt3d1NF+eMt4yAiKmruq9gWqRk38O3eTwAAi/Z+hlIB5dC4fEs3V0ZUdOieIFq7dq0r6sjRjRs30LJlSzzwwAP4888/UbZsWRw/fhwlS5a0rTNlyhTMnDkTCxYsQHR0NEaNGoVOnTrh0KFDfFQrERGRhzt16hQeeeQR7N+/H5Ik2a52uvthg8Xi3snrvPKWcRARFWUdqj2CG3eu4vdj30OGFbN3TMA7raehaql73F0aUZHg0R/VTp48GVFRUZg3bx7uu+8+REdHo2PHjqhWrRqA7KuHZsyYgZEjR6JHjx6oX78+Fi5ciISEBPzyyy/uLZ6IiCgf7t5i5uyXp3r99dcRHR2Ny5cvIzAwEAcPHsSGDRtw7733Yt26de4uL8+8ZRxEREVdrzov4P6K7QAAmZYMzNgyEpfTEtxcFVHRkK/n//3zzz/48ccfc7yEesmSJU4pDACWLVuGTp064fHHH8f69etRoUIFvPrqq3jppZcAAKdPn0ZiYiI6dOhg2yYsLAzNmjXDli1b0Lt37xz3m5GRgYyMDFs7NTXVaTUTERFR3m3ZsgVr1qxBmTJlYDAYYDAY0KpVK8TFxeG1117D7t273V1innjLOIiIijqDZMALTYbjRvo1HL26F6kZNzBt0wiMbDMTwaYwd5dH5NF0TxD98MMP6NOnDzp16oS//voLHTt2xLFjx5CUlIRHHnFuCNipU6cwa9YsvPHGG3j33XexY8cOvPbaa/Dz80Pfvn2RmJgIAAgPD1dsFx4ebuvLSVxcHMaNG6daLltlyBbZ9m9lp92/xT6Lsi0LbUnrg1utDCGdmUDq3Ts/Gyq/9Ga7iLk8d59OcJevqq08pX2FTCNxe5FWvooJJof9wT7K0PYsqzKzKM38X0bRLbMyr8gs5BmpsloKmKMjZg6JPC2TqCD0nmfqfsfHqqCs4tdG42JOR7lBYmaQFnF98ZzXyijSJJzzmuexk88zq92VMq7MtXKl4hZBZLFYEBISAgAoU6YMEhISULNmTVSuXBlHjx51c3V55y3jICLyBr5GP7x2/3hMXP8aEm6eReKt85i5dTSGtfoQfkKmKRH9R/ctZpMmTcL06dPx22+/wc/PDx9//DGOHDmCJ554ApUqVXJqcVarFY0bN8akSZPQqFEj9O/fHy+99BJmz55doP2OGDECKSkpttf58+edVDERERHpUbduXezduxcA0KxZM0yZMgWbNm3C+PHjUbVqVTdXl3feMg4iIm8R5BeCoS3iEGrKzq89dm0/vto5uch+gERUGHRPEJ08eRJdu3YFAPj5+SEtLQ2SJGHo0KH44osvnFpcZGQkateurVh2zz334Ny5cwCAiIgIAEBSUpJinaSkJFtfTkwmE0JDQxUvIiIij3D3EiJnvzzUyJEjYbVm/7I+fvx4nD59Gq1bt8Yff/yBmTNnurm6vPOWcRAReZOyQRF4o0Uc/IzZDy/afmEtFh/8ys1VEXku3beYlSxZEjdv3gQAVKhQAQcOHEC9evWQnJyM27dvO7W4li1bqi7LPnbsGCpXrgwAiI6ORkREBFavXo2GDRsCyM4T2rZtG1555RWn1kJERETO16lTJ9u/q1evjiNHjuD69esoWbKkR90ircVbxkFE5G2qlKyBV+8bhY+3jIIMK/449gNKB4SjfbUe7i6NyOPoniCKjY1FfHw86tWrh8cffxyvv/461qxZg/j4eLRv396pxQ0dOhQtWrTApEmT8MQTT2D79u344osvbFcqSZKEIUOGYMKECYiJibE95r58+fLo2bOn7veTrTJk6W4GkdBnlysk5hOJ60qy2K8zk6iACvsXUUeXaYp9rr6kU8yO0cpP0cpf0ctkNDlsB/oE2P4daglR9ImZRHfMdxRtK4QsFxSs9oKO1ZMuz9WdbaWZx+TaBzyqc3gc94ttR7lDWue0uK3e80j1PS2elwX8ntI6r9Q/U1z3A9X+yV+F+RQwVzx1zJOfYpaTUqVKubsEp/CWcRARFXUNI5vj2YavYeGeGQCAb/d+glKBZdEosoV7CyPyMLoniD799FOkp6cDAN577z34+vpi8+bN6NWrF0aOHOnU4po2bYqlS5dixIgRGD9+PKKjozFjxgw8/fTTtnWGDx+OtLQ09O/fH8nJyWjVqhVWrFgBf39/p9ZCRERUGGQ4f0LH06eH0tPTsW/fPly+fNl2m9Zd3bt3d1NV+nnLOIiIvFG7qt1x9XYi/jj2A2RYMWv7BIyInY7okjXdXRqRx9A9QWT/aZjBYMA777zj1IJE3bp1Q7du3XLtlyQJ48ePx/jx411aBxERETnfihUr0KdPH1y9elXVJ0kSLJai8URFbxkHEZE3e6zOi7h2OwnbLqxFpiUd0ze/izEPfI7SgeHaGxMVA3m69j81NVXXTu9mFBEREZFOsoteHmrw4MF4/PHHcenSJVitVsWrKE2qeMs4iIi8mUEy4MUmb6NmmfoAgNSMG5i++T3cyXJuli5RUZWnK4hKliyJS5cuoVy5cnnaaYUKFbBnz56i91hX+ye9qHKG7NpCn3pdZbfkaF859Bf0F3lXZ1doZX44en8xP8RsNTvst8Ii9Lv3l2ytfBSLRr99PkyAXR4RoM4ryvDJULTFjKIsa5awb335S2K/ODax3yIce63tnUnvWNT9ymOjyunR/0BHh++flct6ub+/40wk1fvZ1as3U0hs681bEs9x8XvY1ZlDqn4hA0m2W7+o5e4UV0lJSXjjjTcQHl60P731lnEQEXk7X6MfBjcbh/fXD0bSrQu4kHoKs3dMwOvN39fMqSTydnmaIJJlGV999RWCg4PztNOsLK0/j4iIiCgnxS2k+rHHHsO6detQrVo1d5dSIN4yDiKi4iDYFIahzSfi/XWDkJZ1E3sTt+L7fbPwdINB7i6NyK3yNEFUqVIlfPnll3neaUREBHx9ffNdFBERERUPn376KR5//HFs3LgR9erVU/3+8Nprr7mpMn28ZRxERMVFREgUBt0/FlP/Hg6LbEH8ySWICI5C+2o93F0akdvkaYLozJkzLi6DiIiIgOJ3BdH333+Pv/76C/7+/li3bh0kSbL1SZJUZCZWvGUcRETFyT1lG6Fvozfw9a4PAQCL9n2CcsHlUS+8qZsrI3IP3U8x82ayVYYsZf8Srfpl2i4nSMwQEtdVZQqJERpamUTiexfwF3utPwzEfr1/SKgziqx2/869L6e2WVbmmWRpZBSJOTwm2c/h+nrvK9bKPxHfX1zfUSaRmP3iY1B+2qyVUXTbfEfRzrAqM4u03k+LOBYx40h1bIXsG4vqxHdMT3aNOlenYBlDBc1rEhkhrq8vO0szJ8gud0g1Vp1tkdb3qMjssFd7/+p+x5lnsixmDunLSHPEkydRvNl7772HcePG4Z133oHBULA8MHfylnEQERU3sVW6IPHWefxx7AdYZSs+3zYeI9vORIXQaHeXRlTo+BsMERGRJylmTzHLzMzE//73vyI/qeIt4yAiKo4eq/MimpRvBQC4Y07D9M3vITX9hpurIip8/C2GiIjIk/x7i5kzXwW9EtWV+vbti//7v/9zdxkF5i3jICIqjgySAf3vHYHKJWIAAFdvJ2Lm1lHItGS6uTKiwsVbzIiIiMhtLBYLpkyZgpUrV6J+/fqqcOdp06a5qTJ9vGUcRETFlcknAEOaT8C4ta8iOf0aTlw/hK93TsGApu8pcuWIvFmeJ4j27NmDhg0burAU97P/kFWVM5RrA+qMITFCSMwY0rm+Vlv1ybDGB8VaHySrMz8ctx1lhqjzTPRlEqkzhxxnEomZP2Jb74yo3uwZ8f2sDnJ4VGOzKMeWYVG+t5hBFChkFPlalaNTHSuNTCAxx0fMzRH3p5VlI+bwFIRWxpBqfejL4RHzlfTSymPSS6zPx6D82vrZ9WvmFekknsNmje85kd7vaf1tfT9D7Dkzr8ilXHFLmIcOFQD279+PRo0aAQAOHDig6CtKv5B7yziIiIqzkgFlMaT5REzaMASZlnRsvbAG4cEV8Ujtfu4ujahQ5Pnv5WbNmmHMmDEMXyQiIiKnWbt2rbtLcApvGQcRUXFXpWQNvNz0PXyydTRkyPj1yEJEhlTC/VHt3F0akcvleaZn6dKl+Pzzz9GiRQscP37clTUREREVW87OH7LlEHmQffv2wWrN+5MODx48CLNZ7zPzXM9bxkFEREqNy7fEE3X729pzd07BmRvH3FgRUeHI8wTRQw89hIMHD6JWrVpo1KgRPvnkE1fWRURERF6qUaNGuHbtWp7Xb968Oc6dO+fCivLHW8ZBRERqnWOeQOvKnQEAWdZMfLxlJJLv5P1nPlFRpCuSJSwsDPPnz0e3bt3Qu3dvjBw5EkajMrvj+vXrTi2wUClCiHLos/3TcQaQKnNItSsxk0gjQ8hBLTk0NTODtNoiRxlD2dtbc22LfU7PI4HefmWuTkHzWtTZOMInycKh1coBsmeWs5TbWpTb+krKb18xo8jXoAxIzbIK+9PIaxJPXF+NQyXu3yALG+iI4BC/LlqZPnozhrTykwpKK6dHizh+X6Myb8pR/Vpj0/qesmico1o5W9rfs44zhNQ/M5Trm60Wh/32P888NmNIiyueOuZhx0KWZYwaNQqBgYF5Wj8z0zOfIuMt4yAiIjVJktCn4RBcunkeJ64fxI30q5i5dTTeiZ0OP6Ofu8sjcgndTzHbsWMHRo0ahZiYGAwbNgw+PnwQGhEREeVdbGwsjh49muf1mzdvjoCAAO0VC5m3jIOIiHLma/TD4PvHYdzaV3H9zmWcunEYC3ZPw4tN3uYDCMgr5Xl2x2w2Y8yYMZg6dSoGDhyISZMmwd/f35W1ERERFTvF4AIirFu3zt0lOIW3jIOIiHIX5l8Krzd/HxPXv4ZMSwY2nfsLFUOj0aXG/9xdGpHT5XmCqHHjxrh16xZWrlyJtm3burAkIiKiYqw4zBAREREVIZVLxODFJm/j8+3jAQA/HvgC5UMro0HE/W6ujMi58jxBdN9992H69OkICQlxZT2ey5m/W2vtS2fmUA4hRPr2J8bmaPwhIfY7yijSyivSyiPRzEvR6Neiyt0RaGXbiKxa2TZ6ziPhqlUxPylDaItjETOJxHaWVfkkHYMsZrso96dMGAIMQt6SmPNj1chj0pOjozdTSOvrpJU9pXVeaJ1nerKmAMDHoPxRbJQc39euJ0NJs1Yn54KJx84snGfi+mKmkNi2iNvDcWaRM9n/rPO0p4ARERFR4bqvYltcTD2DX48shAwZs7dPxKi2n6J8aGV3l0bkNHn+K+Orr74qvpNDREREheTuBUTOfhEREVHB9LinD5qUbw0AuGNOw8dbRuJWZqqbqyJyHtc+yoeIiIiIiIjICxgkA1669x1EhVUFACSlXcSs7e/DIlwBTVRUcYKIiIjIk/ASIiIiIo/l7xOA15tPQIipBADg4OWd+GH/LPcWReQkfEZ9XnnyUww1fu/XzM4QM4SsYsZH/v+w0JsJpH//Yg6PmKPjOFfHIGTZFJSe/YlZLapcHI3MHrOc5bANjQ8yfIXcG6us3L8qh0f8Ugrlqo+t3lyg/45dQTOFnP11LWgmkViPjzAcP416HWUmqXO4HJ/zqjZ0rq/R1soc0t8Wc8xcN9Hhyjwjyt2dO3cgyzICAwMBAGfPnsXSpUtRu3ZtdOzY0c3V5Z23jIOIiLSVCYzAoGZjMWXjMFhkM+JPLkHF0Gi0ie7q7tKICqRAVxClp6c7qw4iIiJC8buAqEePHli4cCEAIDk5Gc2aNcNHH32EHj16YNasovOJrLeMg4iI8qZmmfro0/B1W/ubvTNx4vohN1ZEVHC6J4isVivef/99VKhQAcHBwTh16hQAYNSoUZg7d67TCyQiIiLvtWvXLrRunR34uXjxYoSHh+Ps2bNYuHAhZs6c6ebq8s5bxkFERHnXJrorOlR7BABgtmbh061jkHznmpurIso/3RNEEyZMwPz58zFlyhT4+f33KOa6deviq6++cmpxRERExU4xu4To9u3btqek/vXXX3j00UdhMBhw//334+zZs26uLu+8ZRxERKRP73qvoGaZ+gCA5PRr+HTbWJitWRpbEXkm3RlECxcuxBdffIH27dvj5Zdfti1v0KABjhw54tTi3MpB5pAkSeICR01d+84Xjf2p6tVJnUnkvIyighKzXYxOzp7RS8yKEfNgHK2rv9+kaGvn5IhZM45zfrRyf8RMIqtBuX+9uUHKbR1/HQ0ac9vivjWPjSpgqWDE+lTH1uCHgrDP6bHorF3M+FFnGCnbWUKmkFk2O+xXZxwpfz6IGUUW1fZCJprOjCL7fvFnVWHmGVHeVa9eHb/88gseeeQRrFy5EkOHDgUAXL58GaGhoW6uLu+8ZRxERKSPj8EHA+8bg7FrX8b1O1dw4vpBLNr7Kfo2Guru0oh0030F0cWLF1G9enXVcqvViqwszpQSEREViOyil4caPXo0hg0bhipVqqBZs2Zo3rw5gOyrcBo1auTm6vLOW8ZBRET6hfqXxKBm4+Bj8AUArD39G9af/t3NVRHpp3uCqHbt2ti4caNq+eLFi/kLEBERUQHJsuySl6d67LHHcO7cOfzzzz9YsWKFbXn79u0xffp0N1amj7eMg4iI8qdqqVqKq4YYWk1Fke5bzEaPHo2+ffvi4sWLsFqtWLJkCY4ePYqFCxdi+fLlrqiRiIiIvNSdO3cQGhqKiIgIAP89Hv6ee+7Bfffd5+bq8s5bxkFERPnXunJnnLlxDKtP/WILrR7bbg5K+Jdyd2lEeaL7CqIePXrgt99+w6pVqxAUFITRo0fj8OHD+O233/Dggw+6osZCIxmk3F/Sfy/1huJLEl7Kfvt9SZIEGMQXhJeyX9y9+v0cv7/m+hqssqx4OWKQDIqXJLwMkJQvYX2tl1F4qdcxCi9lv7NZZKvi5Uxax8LX4OPwJR4LvbSOtY/kq3iZDKYCvPwcvrTH6vg80csqWxUvka/BV/EyGU2KV4BPgOIlri++tM5Tq93/tGrNspoVLyssipfZala8xO31vsT9qfcvO3xZrGbFS8/PG2dz2xU4HnaL2QcffABJkjBkyBDbsvT0dAwcOBClS5dGcHAwevXqhaSkpHztP7fHw/fs2bNIPR7eW8ZBREQF82T9V1GjdD0A2aHVnzG0moqQfP2F3Lp1a8THx+Py5cu4ffs2/v77b3Ts2NHZtREREZEb7dixA3PmzEH9+vUVy4cOHYrffvsNP/30E9avX4+EhAQ8+uij+XoPb3k8vLeMg4iICsbH4IOBzcagVEBZAMDxawfw3b7P3VwVUd7k+xKKzMxMXLhwAefOnVO8iIiIKP9kuCCD6N9LiFJTUxWvjIyMXOu4desWnn76aXz55ZcoWbKkbXlKSgrmzp2LadOmoV27dmjSpAnmzZuHzZs3Y+vWrbrH6y2Ph/eWcRARUcGF+ZdShFavOfUrNpz5081VEWnTPUF0/PhxtG7dGgEBAahcuTKio6MRHR2NKlWqIDo62hU1EhERkRNERUUhLCzM9oqLi8t13YEDB6Jr167o0KGDYvnOnTuRlZWlWF6rVi1UqlQJW7Zs0V3T3cfDnz9/HitXrrRdkVzUHg/vLeMgIiLnqFqqFvo2HGJrL9wzAyevH3ZfQUR5oDukul+/fvDx8cHy5csRGRmZcyZPESUZDZCM2XNm4rgko5Tjv4Hs7CIFnf3iNJ24vmp7jX6xbTAYhLbQb9RaP/9ZPQbhOIp5Kj4GH11tX7FfUrbF/Rs05kD15tHklD+j7Lc4XF9PLpFYm9Z7681UKuj6vv9+IvJfv/5cI1cRvw4FJZ53eml93bXPq9zPI/Ge9iyr2eG2evvNstlxv7g/IexGVbvG+4s5QznlLOWXrPVenvKkL1c8lv7f/Z0/f14xWWEymXJc/YcffsCuXbuwY8cOVV9iYiL8/PxQokQJxfLw8HAkJibqLm306NF46qmnMHToULRr167IPh7eW8ZBRETO07pKF5xJPobVp36F2ZqFT7aOxrh2cxDG0GryULr/6tmzZw927tyJWrVquaIeIiIicpHQ0FDNq1nOnz+P119/HfHx8fD393d5TY899hhatWqFS5cuoWHDhrbl7du3xyOPPOLy93cWbxkHERE515P1B+J8yikcu7YfyenXMHvHBAxr+SGMBs/5cJXoLt2XhtSuXRtXr151RS1EREQky6555dHOnTtx+fJlNG7cGD4+PvDx8cH69esxc+ZM+Pj4IDw8HJmZmUhOTlZsl5SUZHvEu17Hjx/HRx99hJYtW+LixYsAgKNHjxa53zdcMY64uDg0bdoUISEhKFeuHHr27ImjR48q1hkwYACqVauGgIAAlC1bFj169MCRI0cc7rdfv36qp6p27tw533USEVHOfAw+eLXZGJTwLw0AOHxlD34+NNfNVRHlTPcE0eTJkzF8+HCsW7cO165dUwVeEhERUf65eX4I7du3x/79+7Fnzx7b695778XTTz9t+7evry9Wr15t2+bo0aM4d+6c7bYqPX7++Wd06tQJAQEB2LVrly04OyUlBZMmTdK9P3dx1TjWr1+PgQMHYuvWrYiPj0dWVhY6duyItLQ02zp3g8IPHz6MlStXQpZldOzYERaL49ttO3fujEuXLtle33//fb7rJCKi3JXwL4WBzcbA+G8kwx/HfsDOhL/dXBWRmu5bzO6GUrZv316xXJZlSJKk+cuIJ5OMki1fSPLJPTdIzCBSZQ7p7L+be5T79kKujo/QFjOExP1pZhIJuUBG5eWORlW/49PGPndIUmUOGYW240whMfvFz2gS+n0dtsUcH705OVrZMFlC/osqz0UW81Zy//4QaxP3pZWnJObcaOUrWWXx2BQsk0jv9up68p41I45VK/tJpDo2wh/Pesci5uTozUCyaNTvaP/qDB/xHNQ4RzUyh7T2r9U2Wx2PTezXos4NUu5PtusvaKaQ1Yn7KkpCQkJQt25dxbKgoCCULl3atvyFF17AG2+8gVKlSiE0NBSDBw9G8+bNcf/99+t+vwkTJmD27Nno06cPfvjhB9vyli1bYsKECQUbTCFy1ThWrFihaM+fPx/lypXDzp07ERsbCwDo37+/rb9KlSqYMGECGjRogDNnzqBatWq57ttkMuX7qi8iItInpnRdPFFvAL7/95H3X/0zGRXaVUFEcEU3V0b0H90TRGvXrnVFHURERATov+Qnr/t0ounTp8NgMKBXr17IyMhAp06d8Pnnn+drX0ePHrVNdNgLCwtT3cbmyQprHCkpKQCAUqVyDjhNS0vDvHnzEB0djaioKIf7WrduHcqVK4eSJUuiXbt2mDBhAkqXLp3juhkZGbarogDwqnEionzoWK0XTl4/jO0X1uKOOQ2fbh2DUW0/hcknwN2lEQHIxwRRmzZtXFEHEREReah169Yp2v7+/vjss8/w2WefFXjfEREROHHiBKpUqaJY/vfff6Nq1aoF3n9hKYxxWK1WDBkyBC1btlRd5fX5559j+PDhSEtLQ82aNREfHw8/P79c99W5c2c8+uijiI6OxsmTJ/Huu++iS5cu2LJlC4xG9dW2cXFxGDdunFPGQURUXEmShOcbD8OFlFNIuHkWF1JPY/7u6eh/7wivejo4FV35vifk9u3bOHLkCPbt26d4ERERUQHILnp5qJdeegmvv/46tm3bBkmSkJCQgEWLFmHYsGF45ZVX3F1enhXGOAYOHIgDBw4obmG76+mnn8bu3buxfv161KhRA0888QTS09Nz3Vfv3r3RvXt31KtXDz179sTy5cuxY8cO1WTgXSNGjEBKSortdf78eaeMiYiouPH3CcCg+8fB/9+rhracX4U1p5a5uSqibLqvILpy5Qqee+45/Pnnnzn2F+UMIoPBYMvvUeX82LUloU/ydZwhJPZDyDcS847E/Yu1iJlFBh8hM0ir7SvkAPn4OGz7im3hk0Uxk8j+kY1+RmUmkJ9R+WmmSWgH+CgfqexnEDKHhIwiMcNIzOkpaC6OSMwcUue3KPvVWTn/tcXaxHVFWplCWhlGvsK3u/h+zj5WzqR1bMSxq4+F459L4tjFY6f6OmpkDjn6ugPa2VViDpC4vtnuvNM6B9WZP/oyhlT7V72fxWG/ev+OZyocZQplt/OeVaXet7gvx20qHO+88w6sVivat2+P27dvIzY2FiaTCcOGDcPgwYPdXV6euXocgwYNwvLly7FhwwZUrKjOqwgLC0NYWBhiYmJw//33o2TJkli6dCmefPLJPO2/atWqKFOmDE6cOKHKmQSy84pMJlMOWxIRkV7lQyrh+cZv4fPt4wEA3+37DJVLxqB6qdpuroyKO91/EQ4ZMgTJycnYtm0bAgICsGLFCixYsAAxMTFYtowzn0RERAXi7seYFTJJkvDee+/h/9u78/Amqv0N4G+6pCstexcpUHahlF0EBFEqIIog/FwQBBRBpSibgqjsKogKqJddFjdEvQoi914UClRBQCiUspatWJYWtEBLS9dkfn8gMXOmzXTapJMm78cnz8PJOTP5nmla09OZd65evYojR45gz549+PPPPzF79my9S9PEUfOQJAljxozB+vXrsW3bNkRGRpZqG0mSZJlBai5cuICMjAyEhYWVp1wiIiqlu+p0R69G/wcAMElFWLx3JrLyr+tbFLk9zQtE27Ztw/z589G+fXt4eHigXr16GDJkCObNm4c5c+Y4okYiIiJycUajEc2bN8ddd92FwMBAvcspM3vPIzY2Fl988QXWrl2LKlWqID09Henp6cjNzQUAnD17FnPmzEFCQgJSU1Px22+/4bHHHoOfnx/69Olj2U+zZs2wfv16AEB2djZeffVV7NmzB+fOnUNcXBz69euHRo0aoVevXuWumYiISuexqFFoUqMlAOBq7p9Y+vtbmu+GS2RPmi8xy8nJQe3atQEA1apVw59//okmTZqgZcuWOHDggN0LJCIicieV4CZmdhcXF4e4uDhcuXIFZrP8MsJVq1bpVJV2jpjHkiVLAADdu3eXPb969WoMHz4cvr6++PXXX7Fw4UJcu3YNISEh6NatG3777TfL5zXg1l3Wbt8BzdPTE0lJSfj0009x/fp1hIeHo2fPnpg9ezYvIyMiqkBeHl4Yfdc0TN/2PDLzr+LYnwfw/bE1+L8WI/QujdyU5gWipk2bIjk5GfXr10erVq2wbNky1K9fH0uXLq30pyV7eHtY8n5s5QwpMofEDCGxX3NbyFMR+sUMIWVbyOkxChlC3vJcIEXGkKItH+/jLf/w6Cu0vT3+Ge/lIa/N6CFkEnnYziRStkt+LUCZ0yNm0ajl+CizY+Qr+GIeS75Zfvq+mL9isvEXAE+D8i4xthQJbWVmUJHtfnG4SpSL8ljql1Gk9nUTKfOVbGcSOVvmkNr+rPu1ZgaJ+xZfWy2TSGtbzAxS69dKzA2yzhnSmilkK5OoQvOJ3GyFaObMmZg1axbat2+PsLCwSnsXF0fNQ+29Fx4ejv/+97+a9uPn54effvqp3LUREVH5VfWrgdEdp+LdXyfCLJmxKflLNKzWDG3Cu+hdGrkhzQtEY8eORVpaGgBg+vTp6N27N7788ksYjUasWbPG3vURERGRC1u6dCnWrFmDp59+Wu9SysVV5kFERBWvac1WeCxqFL4+vBQAsDxhLmYGL0PtgHCdKyN3o3mBaMiQIZZ/t2vXDn/88QdOnDiBunXrombNmnYtjoiIyO044rb0znsCEQoKCtC5c2e9yyg3V5kHERHpo3ejx3Dm6jHsv/gLcgtzsHjvLLxx70fwFq6oIHKkcl8z4u/vj7Zt23JxiIiIiDR77rnnsHbtWr3LKDdXmQcREenDYDBgRNtXERJwBwDg3PWTWPf3GUVEFaVUZxBNmDCh1DucP39+mYvRm8FosGQPeRhtZBCJfRrbHkZPbW0xY8iokjnkbTtzyCi0fYxCzo+3vO1n9JW1xcwhse3jZbT6t7zPz8vXZtvoIexLaHt5yOfmgfLl5JQ3cyjfZDuDyJYiRaqQnNa5iONVM45UMonMwv7EvCe119fKensxp0aN+HUUVXTmkNa2IhdIyCyylStUKNnON1LkHZltZw6pZRipz03MBLLdL9K6va1MI3GsMmNI3JYZRHrIy8vD8uXLsXXrVkRHRyv+n1VZPle4yjyIiEg/ft4BGN1xOmbviEWRuRBxZzegac1o3FWnu96lkZso1QLRwYMHS7WzyhosSURERPpISkpC69atAQBHjhyR9VWmzxWuMg8iItJXvaqNMDh6DD5NXAAAWHXgfdSr2hghgXfoXBm5g1ItEG3fvt3RdRARERHc7gQil/mM4SrzICIi/XWPfBjJfx3CngvbkFd0E4v2zsSb3f8FI/OIyME0hVSfO3cOW7ZsQWFhIe699160aNHCUXXpwsPb03I5l0G8zMun5EvMPHzkYw0+4rZqbfmXQbyEzMtHvG29cMmYr9AWLxkT2uIlZn5G4bIulUvIxLZ4mZi/9z9tX+G29OIPNeUlZ37yWsp5W3tReS8pyy3KlbXFW4SLtzO3Ra1WtVBZxdwledtsEC9jsn2ZldlD3u9lkB9rcbx4SZk4H623prdF6yVkyv6KvaRM7bb2hYpby6t8bRT1mko9VnxPi3PVeglZkVCr+vYaLxlTfC3ULimzdZt7tX3Z/ibT7RIzN5OamoqIiIhiz7JJTU1F3bp1dahKO1eZBxER6c9gMGBYmwk4d/0U0rPPIzXzNL5KWoRhbcbrXRq5uFL/Brd9+3a0aNECzz//PMaMGYM2bdrgiy++cGRtRERE7kdy0MNJRUZG4s8//1Q8n5GRgcjISB0qKhtXmQcRETkHP29/xHacDuPffzDfnvIj9pyP07kqcnWlXiCaOnUqHnjgAVy8eBEZGRkYOXIkJk2a5MjaiIiI3M/ta8zs/XBSkiQVe9ZNdnY2fH19i9nCObnKPIiIyHlEBDfAkFYvW9prDs5H2o1UHSsiV1fqS8yOHDmC3377DWFhYQCA9957D8uWLUNGRgZq1KjhsAKJiIjI9dy+Q6rBYMDUqVPh7+9v6TOZTNi7d68l9NmZuco8iIjIOXWt1xvJfx3CrtSfkVeUi8W/z8LU7ossZxYR2VOpF4iysrJQs2ZNS9vf3x9+fn7IzMx0mQUig88/GUQevh6Kvts8fFUyh3y1ZQ4pMoZUMoe8hX61zCFfRVu8bb3QL2QM+XsLuUDireu9hf1Z9fuKGUOetm9r720Q5m7n29qrZb0UCbcMF29jn28ukLULhH5tbN/mXiTOVdxaLRNIPLZqTEKGkZj/JGYeeQrjzSpfG9UMJut9acwYEjl75pCY46O41bxU8m3v1bZVq12ca3lva6/M/VHLj1K71bztfpF1v/pt7m1nEskziGy+rH054pIwJzyB6PYdUiVJwuHDh2X/LzMajWjVqhVeeeUVvcorNVeZBxEROSeDwYChrcci5VoyLt34A+czz+KLQx/j2bb8fwvZn6bfGH/66ScEBwdb2mazGXFxcbLbuT7yyCP2q46IiIhc0u27fj3zzDP46KOPUKVKFZ0rKhtXmQcRETkvHy8/xHacjpnbR6PAlIdfzv0XzWq2Que6D+hdGrkYTQtEw4YNUzz3/PPPW/5tMBhgMtn+Sz8RERGVTJIku981zZnvwrZ69WrExcUhLi4OV65cgdksP2ts1apVOlWmjavMg4iInNMdQfUxrPU4rEiYCwBYc3AB6ldtgvCgejpXRq6k1NfnmM1m1QcXh4iIiEiLWbNmoWfPnoiLi8Nff/2Fa9euyR6VhavMg4iInFeXej3Rtd6DAIACUx4W/T4T+UV5OldFrkRbKImL8/D7J4PI4CPkuVjlCqlnDskPq6cw3lPo9/aRZ7t4GYWMIV/bGUNi2yhkCvkZ5Tk/PkK/v1GeMeQn5gYJGUNiBpGYUeRrFZgm7kvMJPLxFOYihK15GsScG/tmDonZMPkmecZQrkn+Aze3KFfWFvNaykNrnpLaeG8hv8lsEI6FIodH3hb3r9YvZhSJmSdifpSYWaSFmJsjEuem6Hdw5pBaxpFaDpCWftWMIJQvY6hIpfbyZxSJOUDl7bfODdKWZ2SrXaFn4LhJBtFtS5YswZo1a/D000/rXUq5uMo8iIjIuQ1p9RJSriXjQtZZXMw6h68OL8HwNuP1LotchLbfSImIiIjsqKCgAJ07d9a7jHJzlXkQEZFz8/Hyxei7psL4981/dqT8iN8v7NC3KHIZXCAiIiJyJpKDHk7queeew9q1a/Uuo9xcZR5EROT8woPq4elWL1naqw9+gD9z0nSsiFwFLzEjIiJyNk4cKm0PEyZMsPzbbDZj+fLl2Lp1K6Kjo+HtLb9cdf78+RVdXqm5yjyIiKjyuadebxy9koA9F7YhtzAHS35/C6/f+yG8PPgrPpUd3z1WPHw84WH8O4NIyBWyziTy8PVSbGdNzBjyUrTlHxqNQlvMJFLLHPIVMoaUmUNCv5AppMgQ8hIyjGxkDN0aL2QWWbV9PYXMIQ8fm23xB5qXQci1UaE16yXflC9r55rkGUNi5lCBWT6+sBwZRIoMIY2/D4p5TB6Qvw+1ZgqZPORtcf/lzSgSKeo3eJYwUp34dRdpzRgyac3dEXJ+1DKKxPeNIhcIpX99cW5Fku19K8ZrzCQS2+XOFFLkNdneXswCMplNQr91PlPJ+UTF7UtsW48Xt6XyOXjwoKzdunVrAMCRI0dkzxsMhooqqUxcZR5ERFT5GAwGDGszHmeuHcefOWk4e+04vj+2Co9HjdK7NKrENC8QNWjQAPv27UONGjVkz1+/fh1t27bF2bNn7VYcERGR23GDkOrt27frXYJduMo8iIiocvLzDsDou6bhrR0vwSQV4b8n16F5rTaICumgd2lUSWnOIDp37lyxt7PPz8/HxYsX7VIUEREREREREdkWWa0pHosaaWkv3z8X1/Ou6lgRVWalPoNo48aNln//9NNPCA4OtrRNJhPi4uJQv359uxZHRETkbiRJUlzuZo99OivrHB9rBoMBvr6+aNSoEfr164fq1atXcGXauMo8iIio8unZaCCOXTmApMt7kZV/DSv2z8HELu+qRj4QiUq9QNS/f38Af1/rOGyYrM/b2xv169fHBx98YNfiRHPnzsWUKVMwduxYLFy4EACQl5eHiRMnYt26dcjPz0evXr2wePFihISEaN6/wc8Thr8ziDyEDCLr3CGtmUNippC3Ucgg8rWdMSS21TKG/I3y3B9FRpC37bavl5AxpCFzCAD8rHKHjJ7CXIS2mDkk5tKItP6QU2QOCRlCYgaR2BYzh/JNBbK2mN+ihda5iOPFVxb7xbZappCYi+MtfG3UMorEY6Fej6fNfnsS5yrSmjlUKIm5Pba3F4+tMsNIvr1aRpF1v9YMIbXxRSpzKTJrO1ZiRpG4vTIHyHbmkFqOkHW/lowh4FbIcEnjnXmBpbI7ePAgDhw4AJPJhKZNmwIATp48CU9PTzRr1gyLFy/GxIkTsXPnTjRv3lznakvmKvMgIqLKx8PggefaT8a0uJG4npeBo1cS8L+TX+OhpoP0Lo0qmVL/RmY2m2E2m1G3bl1cuXLF0jabzcjPz0dycjIefvhhhxW6b98+LFu2DNHR0bLnx48fjx9//BHffvst4uPjcenSJQwYMMBhdRARETmUm93mvl+/foiJicGlS5eQkJCAhIQEXLhwAQ888AAGDRqEixcvolu3bhg/frzepdrkKvMgIqLKKcinKka1nwIDbt0Y4btjK3E646jOVVFlo/lP9ikpKahZs6YjailRdnY2Bg8ejBUrVqBatWqW5zMzM7Fy5UrMnz8f999/P9q1a4fVq1fjt99+w549eyq0RiIiItLuvffew+zZsxEUFGR5Ljg4GDNmzMC8efPg7++PadOmISEhQccq1bnKPIiIqPJqXrstHm46GMCts7qX7HsLOQXZOldFlUmZbnMfFxeHuLg4y5lE1latWmWXwqzFxsbioYceQkxMDN566y3L8wkJCSgsLERMTIzluWbNmqFu3brYvXs37r777mL3l5+fj/z8fy4dysrKsnvNREREZeIGdzGzlpmZiStXriguu/rzzz8t/3+uWrUqCgoKitvcabjKPIiIqHLrf+cwnPgrEacyjiDj5mWsPvA+YjtOh8Fg0Ls0qgQ0LxDNnDkTs2bNQvv27REWFubwN9q6detw4MAB7Nu3T9GXnp4Oo9GIqlWryp4PCQlBenp6ifucM2cOZs6cqXjew88THn/nBylyhqwyiNQzh4xCW97v4yNkCAkZQ76KjCHbGUS+QoZQgLeffLzQ7yNmDAltfy9heyFjyOhhtN1vlTPk4yHft5eHPH9JmUMjHHeV3Bwxt0aZ7WI7fyXfLP+gnluUZ7MtZhCpZdvYUt4MIpF4rNQygNQyhbRmFClfz/bX0gO26yttX3HUvi6q/cL7RsyyEjOHxPeVOF6R+6Mxc8hWzo/ae1wt/0gtc0gtU0jM8VFmFAk5P4p6VcZrfH15bpBKnpGNzCFFuyIziCTJ/q/nxBlK/fr1w7PPPosPPvgAHTrcui3vvn378Morr1jyD3///Xc0adJExyrVuco8iIiocvP08MQLHd7AtLhRyCm8gf2XfsGOlE24r0FfvUujSkDzAtHSpUuxZs0aPP30046oR+b8+fMYO3YstmzZAl9fX/UNSmnKlCmyu41kZWUhIiLCbvsnIiKi0lm2bBnGjx+PJ598EkVFtxY0vby8MGzYMCxYsADArbODP/nkEz3LVOUq8yAiosqvhn8Inm33Kj7eMw0A8NXhxWhaMxrhQfV0roycneYFooKCAnTu3NkRtSgkJCTgypUraNu2reU5k8mEX375Bf/617/w008/oaCgANevX5edRXT58mWEhoaWuF8fHx/FWTxEREROwc0uMQsMDMSKFSuwYMECnD17FgDQoEEDBAYGWsa0bt1ap+pKz1XmQURErqFd+D24v0E/bDv7AwpM+Viy7y1M674I3sJdpYmsaQ6pfu6557B27VpH1KLQo0cPHD58GImJiZZH+/btMXjwYMu/vb29ERcXZ9kmOTkZqamp6NSpU4XUSEREROUXGBiI6OhoREdHyxZVKhtXmQcREVV+T7Z8AeFVbp01dD7zDL47tlLnisjZaT6DKC8vD8uXL8fWrVsRHR0Nb295psz8+fPtVlyVKlUQFRUley4gIAA1atSwPD9ixAhMmDAB1atXR1BQEF566SV06tSpxIBqWzz9vS35Qp5iBpFVjpC3j3zOam3fcmcOyS+vEzOF/IQMIbXMITFjyFfIEPIRVpV9PW33G4W2de6QONbbIOQ3eZQpJ91CzCcRs18KzYU22wWmfFk73yy0hcyhArPzZhCpZfqo5TWJ/YUG25lDYtaN+LXUmokk7/Mssa+4fasR3xciMVNIa4aRWs5PeTOHFOOlf9pq+UeKzCG1TCJFbbaPjdgv5v4o+8WcH+F7WBhvMov9pR+vtq0ik8hGRlF5vte1cocIogkTJmD27NkICAiQXfJdHHt+rrA3V5kHERG5JqOnD168603M3D4aReZCbD71LaJqd0BUSHu9SyMnpfm386SkJMsp0keOHJH16ZGMvmDBAnh4eGDgwIHIz89Hr169sHjx4gqvg4iIiErn4MGDKCwstPy7JM5+xxVXmQcREbmuiOCGeCxqJL5KuvU78icJ72J2j09QxSdY58rIGWleINq+fbsj6ii1HTt2yNq+vr5YtGgRFi1apE9BRERE9uQGpxBZf5bQ+3NFebjKPIiIyLU90HAADqf/jiNX9uN6XgZWHXgPL989m3/AIAXNGUS3nT59Gj/99BNyc3MBKE/VJyIiIrKlsLAQPXr0wKlTp/QupVxcZR5EROSaPAweeK7dZFQx3jpr6GDab9iRsknnqsgZaT6DKCMjA48//ji2b98Og8GAU6dOoUGDBhgxYgSqVauGDz74wBF1VggvXy94+t7OIJIfGutcIaOPscQ+QD1zSC1jyNfbx2Y7wNtf3u8l7M9byBjyFPZXzswhRQaRh3z/1lk1Xh7yY6OWOSTm6KgR81aKJHnGkJinki9kCIkZQ7lFebK2mDkkjldkzajk+pS2rzhquTtqGT9iW2uGkNr4QuHYKzKIIM8V0pJJpHXuIq35MWo5PmoZQ4r3pcaMIUXOj1RyZpFanpHitYXbWSlrs50RpDWTyAzb/Wr7E19fWV/J9Sr7Ss4YKq5tPb5C/wjiRncx8/b2RlJSkt5llJurzIOIiFxXVb8aGNFuEhbufgMA8NXhxWhaMxrhQfV0roycieYziMaPHw9vb2+kpqbC3/+fhYonnngCmzdvtmtxREREbuf2JWb2fjipIUOGYOXKyn9XFVeZBxERua7WYZ1wf4N+AG7drGfpvrdRKPwBnNyb5jOIfv75Z/z000+oU6eO7PnGjRvjjz/+sFthRERE5PqKioqwatUqbN26Fe3atUNAQICsv7Lc/ctV5kFERK7tiajnceLPRFy68QdSM0/ju2Mr8WTLF/Uui5yE5gWinJwc2ZlDt129ehU+wqVVREREpJEbXWIG3Lojatu2bQEAJ0+elPVVpvBMV5kHERG5Nh8vX7zQ4U3M2jEaReZCbD71LVqG3IUWtdvpXRo5Ac0LRF27dsVnn32G2bNnA7j1ocdsNmPevHm477777F5gRfLyM8Lr7wwiLyFXyOhrlUEkZAopMoe8hUwiIWPIzyhmDAn9XvJ+P6HfR+j3V8kc8hMyh4yKDCHbGUNaMocAee6Qt0HMtfEU2ravchSzXERivok4vtAsz8UpMOXL2vlmeVvMHBIzidTyXdSUJ5NIa7/YVmQCiRlDQs6Nl/C1E8eL2Tfi/sWMIrtmDgl5Rvamlimkmkmk0lbNKFLk9sj7rY+92nuySBIzf2znHZkU+7OdGWRSZAhJNvvFtpjtYzKL9YhtcX8ljxf7FJlDGjKJxD6yH1e5+5erzIOIiFxf3aoN8ViL5/DV4SUAgBX752J2j09QxSdY58pIb5oXiObNm4cePXpg//79KCgowKRJk3D06FFcvXoVu3btckSNRERE7sPNziDKyMhAjRo1AADnz5/HihUrkJeXh759+6Jr1646V1d6rjIPIiJyDw80GojDl/fhyJX9uJ6XgVUH3sfLd8/iWa9uTnNIdVRUFE6ePIl77rkH/fr1Q05ODgYMGICDBw+iYcOGjqiRiIiIXMzhw4dRv3591K5dG82aNUNiYiI6dOiABQsWYNmyZbjvvvuwYcMGvctU5SrzICIi9+Jh8MBz7SajivHWWUMH03ZhR8omnasivWleIAKA4OBgvPHGG/jmm2/w3//+F2+99RbCwsLsXRsREZHbkSTJIQ9nM2nSJLRs2RK//PILunfvjocffhgPPfQQMjMzce3aNTz//POYO3eu3mWqcpV5EBGR+6nqVwPPtn3F0v7q8BKkZ1/QsSLSm+ZLzJKSkop93mAwwNfXF3Xr1q20YdVGX294+Xn//W8hh8cqd8jHKPYJmT+KjCHb7QAhQ0jMGBIziHyFTCExc0jMDPL19LXZL2YS+QgZQ2KWjK3MIUCeO6SWQ1NeZknMPxGyW6SSs1sAoEC4raNaWy3PRU25Mohg+3RPtYwfre0ig5BJpJYpBNsZRVozkUrbV5p+NeL7prz9WjOGFO9bYbyt/WnNHFK2bWcMiW1JUYuY16SWUaSWKaTWtr29rdwgrW3JJBX7b7KPffv2Ydu2bYiOjkarVq2wfPlyjB49Gh4et76fX3rpJdx99906V6nOVeZBRETuqU14F3SP7IsdKT+iwJSH5fvm4I17P4Knh2MzP8k5aV4gat26teW6xNt/kbS+TtHb2xtPPPEEli1bBl9f32L3QURERCVwkwyiq1evIjQ0FAAQGBiIgIAAVKtWzdJfrVo13LhxQ6/ySs1V5kFERO5rUMsXcPzKAVzOuYiz145jU/Ja9Lvzab3LIh1o/rP7+vXr0bhxYyxfvhyHDh3CoUOHsHz5cjRt2hRr167FypUrsW3bNrz55puOqJeIiMi1SQ56OCExCLOyBmO6yjyIiMg9+Xj5YVSH1y1n5W888RlSriXrXBXpQfMZRG+//TY+/PBD9OrVy/Jcy5YtUadOHUydOhW///47AgICMHHiRLz//vt2LZaIiIhcx/Dhwy2Xpefl5eGFF15AQEAAACA/P1/P0jRxlXkQEZH7alj9TvRtOgQ/nPgMJsmE5fvnYMZ9S+HjxauC3InmBaLDhw+jXr16iufr1auHw4cPA7h1GVpaWlr5q6tgvv6+lgwiZc7QP21fRcaQfKyf0U/oFzKFxAwhL+G1hAwitcwhcX9GD2F/FZg5JG7vadB27aqYzSLm2oj9YjZLobnQZrtIkrfzhYwhsV0gbC9mEpmF4FcxX8V2rk75MoW0jhczjLRmEpU3U0i9Po8S+0T2zrISlTuTqJwZQ2rjrdtm4dQQrZlDpvL2KzKPbLe1ZwyJOUElZw6J4231FddvFnKGbOUZOZQk3XrYe59lNHfuXEyZMgVjx47FwoULAQDdu3dHfHy8bNzzzz+PpUuXlnq/w4YNk7WHDBmiGDN06FDtBVcwV5kHERFR32ZDkJS+FynXk5F2IxXfHl2BIa1e0rssqkCaF4iaNWuGuXPnYvny5TD+vWhSWFiIuXPnolmzZgCAixcvIiQkxL6VEhERUYXat28fli1bhujoaEXfyJEjMWvWLEvb399f075Xr15d7vqcgavMg4iIyMvDCyM7TMH0uFEoNBdg65n1aB16N6JCOuhdGlUQzX+GX7RoETZt2oQ6deogJiYGMTExqFOnDjZt2oQlS5YAAM6ePYvRo0fbvVgiIiKX5yQZRNnZ2Rg8eDBWrFghC12+zd/fH6GhoZZHUFCQ9hchIiIipxJepS6eaPm8pf1JwjxkF2TpWBFVJM0LRJ07d0ZKSgpmzZqF6OhoREdHY9asWUhJSbHcxvXpp5/Gq6++avdiiYiIqOyysrJkD1v5OLGxsXjooYcQExNTbP+XX36JmjVrIioqClOmTMHNmzcdVTYRERFVoPsb9ENU7fYAgOt5Gfjs4ELLHczJtWm+xAwAqlSpghdeeMHetejO18cH3r63LpvzFTOIrHKG/IxCJpC37cwgP2+NmUOetvenyBTSOXNImUXjWWKf1uwYZZaLkD+iMbtFzBgqktTyWuTtQpM8k0j5+rZ/cNrKHRKPjUFz5lD5MobsnVmk1hYzi2yN1drvaGrvOzFTSCS+r1Tfxzbe9+XNGNI8XiVzSC1jqMgk5C8pcoK0ZRLZyhVSzRwS2pKiXyr23xXCQS8XEREha0+fPh0zZsxQjFu3bh0OHDiAffv2Fbufp556CvXq1UN4eDiSkpIwefJkJCcn4/vvv3dE2URERFSBPAweGNHuVby59TnkFN7A7xd3oM2FLugU0UPv0sjByrRAdOrUKWzfvh1XrlxRfMCeNm2aXQojIiIi+zp//rzsUrDbd94Sx4wdOxZbtmyBr2/xdy4ZNWqU5d8tW7ZEWFgYevTogTNnzqBhw4b2L9yNzZkzB99//z1OnDgBPz8/dO7cGe+++y6aNm2qGCtJEvr06YPNmzdj/fr16N+/f4n7lSQJ06dPx4oVK3D9+nV06dIFS5YsQePGjR04GyIiqiyq+dXCsDbjsfj3W3mDnyUuRJMaLVHDv7bOlZEjaf4z/IoVK3DnnXdi2rRp+Pe//43169dbHhs2bHBAiURERO5DkiSHPAAgKChI9ihugSghIQFXrlxB27Zt4eXlBS8vL8THx+Ojjz6Cl5cXTCaTYpuOHTsCAE6fPu3Yg+OG4uPjERsbiz179mDLli0oLCxEz549kZOToxi7cOFCGFTukHnbvHnz8NFHH2Hp0qXYu3cvAgIC0KtXL+Tl5dl7CkREVEndVac7OkXcutQ8tzAHnyS8q3o3X6rcNJ9B9NZbb+Htt9/G5MmTHVEPERGReytjqLTqPkupR48eOHz4sOy5Z555Bs2aNcPkyZPh6emp2CYxMREAEBYWVqbyfv31VyxbtgxnzpzBv//9b9xxxx34/PPPERkZiXvuuadM+9SDI+axefNmWXvNmjWoXbs2EhIS0K1bN8vziYmJ+OCDD7B//37Vr4MkSVi4cCHefPNN9OvXDwDw2WefISQkBBs2bMCTTz5ZplqJiMj1DGn1MpL/OoSruX/i+J8HseXM9+jV6P/0LoscRPMC0bVr1/DYY485ohbd+fn4wtvnVl6Pn1H+V1XrDCJfIVPIT8gQEjOHFBlDKplDYmaQn5BBpJY5JGYKlTdzSMyKKW+uUHmI2S7KrBYh30Qlk0jRFvJVCoTMIbEt5q9ooZYhpHW82tdBzDRy9gyj0vbZY7zWv4SojVfLFFK0hd/e1bK05BlE8vegpNjWvplDhYoMIbG/UOhXyxBSyxwS8pc05Aqpji0qfSaRmE/kyqpUqYKoqCjZcwEBAahRowaioqJw5swZrF27Fn369EGNGjWQlJSE8ePHo1u3boiOjtb8et999x2efvppDB48GAcPHrQEZ2dmZuKdd97Bf//7X7vMy9Eqah6ZmZkAgOrVq1ueu3nzJp566iksWrQIoaGhqvtISUlBenq6LIA8ODgYHTt2xO7du4tdIMrPz5eFmmdl8Y42RETuIMAYiOfaTca8na8AAL49sgJRtdvhjqBInSsjR9D8m/1jjz2Gn3/+2RG1EBERkZMzGo3YunUrevbsiWbNmmHixIkYOHAgfvzxxzLt76233sLSpUuxYsUKeHv/8weKLl264MCBA/Yq2+EqYh5msxnjxo1Dly5dZIt448ePR+fOnS1nA6lJT08HAISEhMieDwkJsfSJ5syZg+DgYMtDDDwnIiLX1bx2W8tZQ0XmQizfP1fxB0xyDZrPIGrUqBGmTp2KPXv2oGXLlrIPQQDw8ssv2604IiIi0t+OHTss/46IiEB8fLzd9p2cnCy7VOq24OBgXL9+3W6v42gVMY/Y2FgcOXIEO3futDy3ceNGbNu2DQcPHrTLa5RkypQpmDBhgqWdlZXFRSIiIjcysMVzOHx5Hy7d+AN/XD+F/ySvRb87h+pdFtmZ5gWi5cuXIzAwEPHx8YoPiAaDgQtERERE5SFJtx723qeTCg0NxenTp1G/fn3Z8zt37kSDBg30KaoMHD2PMWPGYNOmTfjll19Qp04dy/Pbtm3DmTNnULVqVdn4gQMHomvXrrLFPetaAeDy5cuyvKLLly+jdevWxb6+j49PsaHmRETkHoyeRoxs/xpm74iFWTJj44nP0TqsE+pV5d0vXYnmBaKUlBRH1OEU/Iw+MP794cfXW8gJsmqLmUA+XkJmkLefrG30lJ9lJWYO+Yr7EzKFtGYOKTOFbPeLeS2KzCHYzorxNHiW2K89C0Zbpo9JGK+WOST2Fwr9BaYC+XiVfBYxb8Ws8kuYrZwhtUwgMUNI6/Za++2dWaRer40MImjLZ7I31cwhlQRgzZlEKjlCko0MIrVtxUwfRb+kllmkLXOoSDWzSHg9YbyYCyTu31a/ok8lc8hsFrKgTOZi/032NXLkSIwdOxarVq2CwWDApUuXsHv3brzyyiuYOnWq3uWVmqPmIUkSXnrpJaxfvx47duxAZKQ88+G1117Dc889J3uuZcuWWLBgAfr27VvsPiMjIxEaGoq4uDjLglBWVhb27t2LF198scy1EhGRa4us1hQPNx2MjSc+h0kyYcX+uZh+3xJ4C7+fUuWleYGIiIiIHEjnu5hVtNdeew1msxk9evTAzZs30a1bN/j4+OCVV17BSy+9pHd5peaoecTGxmLt2rX44YcfUKVKFUtGUHBwMPz8/BAaGlpsMHXdunVli0nNmjXDnDlz8Oijj8JgMGDcuHF466230LhxY0RGRmLq1KkIDw9H//79y1wrERG5vkeaDUFi2m6kZp7GhawU/HD8M/xf1HPqG1KlUKYFogsXLmDjxo1ITU1FQYH8jIv58+fbpTAiIiJyfQaDAW+88QZeffVVnD59GtnZ2WjevDkCAwP1Lk0TR81jyZIlAIDu3bvLnl+9ejWGDx9e6v0kJydb7oAGAJMmTUJOTg5GjRqF69ev45577sHmzZvh6+trYy9EROTuvDy8MbL9ZMzY9iJMUhH+c3Id2oR3QcPqd+pdGtmB5gWiuLg4PPLII2jQoAFOnDiBqKgonDt3DpIkoW3bto6okYiIyG24WQSRhdFoRPPmzfUuo9zsPQ+pDF+84rYRnzMYDJg1axZmzZpV5tqIiMg9RQQ3RP87h+G7YyshwYwV++diVo/lMHoyq66y07xANGXKFLzyyiuYOXMmqlSpgu+++w61a9fG4MGD0bt3b0fUWGH8jL4wGm+9qf285X9B8/P6583u4yV/44ttX6Ft9BAyiDRmDmnNFPIyyF9PkSkktL2F+tQyh/Sknt0i5LFAzFMRM4WEvBNhfwVCHoqYtyJmGKll1VhTO64GMeNH8XXRljGk3H95M4bKl2Ekst6f1vec3hlEauPFbCqxX1J9X5e8va18ouL6iyRxvHzfFZ05ZBYzlBT7E+pRZBaV3C+OlTRkDom1qOWLUdnNmTMHISEhePbZZ2XPr1q1Cn/++ScmT56sU2XauMo8iIiISqNPkydxMG0Xzl47gfTs8/ju6EoMih6td1lUTpp/qzp+/DiGDr11OzsvLy/k5uYiMDAQs2bNwrvvvmv3AomIiNzK7VOI7P1wUsuWLUOzZs0Uz7do0QJLly7VoaKycZV5EBERlYanhyeeazcZXn+fbPDz6e+Q/Nchnaui8tK8QBQQEGDJHQoLC8OZM2csfX/99Zf9KiMiInJHkoMeTio9PV12q/XbatWqhbS0NB0qKhtXmQcREVFphQfVw/+1uBVQLUHCJ/vnIa8oV+eqqDxKvUA0a9Ys5OTk4O6778bOnTsBAH369MHEiRPx9ttv49lnn8Xdd9/tsEKJiIjI9URERGDXrl2K53ft2oXw8HAdKiobV5kHERGRFj0bDUCTGi0BAH/eTMM3h5fpXBGVR6kziGbOnIkXXngB8+fPR3Z2tuW57OxsfP3112jcuHGlv4OZn9EPPn9nEPkKuUA+NjKIxMwhXyGcyyjuS2PmkLi9WuaQ2K/MjvGELcrx8ranyvZamIS8FDEvSexXzyCStxUZQbA9Xpm/ImQQKTKMbOe1iPu3lZUjZvqIGT5q45UZQPbNMCpPplBp9q9l32rHxtHEnB+RWoaQ1vFiv/X7TG1bkyTmcGnLLBLf0/bOHBIzhLRmDomZRbLcoCLhuIkZQ2oZRVbjxXwih3Kz29yPHDkS48aNQ2FhIe6//34At26IMWnSJEycOFHn6krPVeZBRESkhYfBE8+1m4Q340aiwJSHbSkb0Tb8HkSFtNe7NCqDUi8Q3Q4ybdCggeW5gIAAXldPREREZfbqq68iIyMDo0ePRkFBASRJgp+fHyZPnozXXntN7/JKzVXmQUREpFXtwDvwRNTz+PzQhwCAVQfew1sxK+HvHahzZaSVpj/Di2ckEBERkZ25WUi1wWDAu+++iz///BN79uxBUlISrl69imnTplWqzx2uMg8iIqKyuK9BXzSv1RYAcDX3T3yVtFjniqgsNN3mvkmTJqofcq5evVqugoiIiMj9pKamIiMjAwUFBTh79qzl+UceeUTHqrRzlXkQERFp4WHwwIh2r+KNrSOQV3QTv/6xGe3Cu6J1WCe9SyMNNC0QzZw5E8HBwY6qRXd+nj7w8fIFAPh6lZxBJGYCac0c8jLID7siU8hDpV/IHFLLDFJmCAn92m9mV2paMngA9cwhxf5VMoW0tsU8FjHPRcxnKTQVytpi/oqk4a/2iswgtUwhDZk+t7bXlkFk7wwj9XpKn8+kN62ZQiK195lqJpHV+158j5U3Y0jcn1oGUaEig8h2RpGYGaSWOSTuT9xeHG+dO6TIJxLHKjKJhJ8HZqtjYa64M3AcccKPE59AhLNnz+LRRx/F4cOHYTAYLO/B2z+DxK+xs3KVeRAREZVVDf8QPBUdi1UH3gMArD7wAd55YDUCjFV0roxKS9MC0ZNPPonatWs7qhYiIiJyM2PHjkVkZCTi4uIQGRmJvXv34urVq5g4cSLef/99vcsrNVeZBxERUXl0rdcb+y/+gqTLe5GZfxVrkxZjZPvJepdFpVTqU0d4/TwREVEFkBz0cFK7d+/GrFmzULNmTXh4eMDT0xP33HMP5syZg5dfflnv8krNVeZBRERUHgaDAcPbTICfVwAAYFfqT0hK36tzVVRapV4g0nKpDBEREZWRm4VUm0wmVKly69TzmjVr4tKlSwCAevXqITk5Wc/SNHGVeRAREZVXdf9aeDL6RUt7zcH5uFmYrWNFVFqlvsRMzHJwRT5eRkv2kHXmECDPFSpv5pCiXyWDyAOe8rZappCiLd9eT2rZLGpMku0MBzHDSO31zcKf1cV8FrW8FjFfRewXs2OsF1rVzsoTc3fUMoQqW4aRyNbrq2VXqRH3rZYhpEY1G0stowhi9pW2DCLrXCG1/KLyZgyJ+1d+D9j+HlHLFBL7xf1pyRwS+21mChXTrxhv1ZZMrv//QL1ERUXh0KFDiIyMRMeOHTFv3jwYjUYsX74cDRo00Lu8UnOVeRAREdlDt3oPYt+FHThyZT+u5v6Jrw8vwzNtJ+pdFqlwXDoxERERaedml5i9+eabloXAWbNmISUlBV27dsV///tffPTRRzpXV3quMg8iIiJ7MBgMGN52Any9/AAA8ef+g6NXEnSuitRoCqkmIiIiKq+kpCRERUXBw8MDvXr1sjzfqFEjnDhxAlevXkW1atWcPv/QVeZBRETkCDX9Q/F41Ch8lvghAGDVgffxVo+V8PP217kyKgkXiKz4eBktl5bZupW92Ke8Db3tS8bU2mqXjKn1i+x9W3vxMi9P4RK28l5Gpq0WbZeUae6HeLmN7ct3Ck22bzGu5dKm8l9iVrGXqInUXt/WeK2XlJX3l6/yZqxpveRM6/tC3L91veqXNYrvWW2XkClvM6/tNvRql4yp3uZe/J4ySTb7rS8TEy8ZMxXZvs29eBmZ2eq1zKaKOwXHHW5z36ZNG6SlpaF27dpo0KAB9u3bhxo1alj6q1evrmN1pecq8yAiInKU7pF98fuFeJz4KxEZNy/j26MrMLT1WL3LohLwEjMiIiKqUFWrVkVKSgoA4Ny5c5U259BV5kFEROQoHgYPPNvuFRg9fQEA287+gON/JupbFJWIZxARERE5FUeEBjnXKUQDBw7Evffei7CwMBgMBrRv3x6ensXfUOHs2bMVXF3puco8iIiIHKl2QDgea/Ecvkz6FwBg1YH38FaPT+Dzdz4ROQ8uEBEREVGFWr58OQYMGIDTp0/j5ZdfxsiRIy23iK9MXGUeREREjtajYX/suxiPkxmH8WdOGr47tgpPRcfqXRYJuEBkxdvTaMkXMnp4y/qsc4IUmUMqbXG8WqaQl0H+2upZL469rb2YfyK+ntqt5+352uUdr7Vf6y3B1fqt9ydmw6hl9KhnDNk7g0jb9ur12s40sjVWjVotWmnJiro13vb7Su029urjS3+be+V7Ti1zSNt7XnHbebXb0GvMJFK/jb2YE1T6DCItmUMAIFm9tlRUgZcOuf4JRACA3r17AwASEhIwduzYSruw4irzICIicqRbl5q9iqlbn0OhuQBbTn+PDnfci8Y1ovQujawwg4iIiMiZuNFt7gsLC5Gamor09HS9SykXV5kHERGRI4UG1sGAFs8CACRIWJkwDwWmfJ2rImtcICIiIiJdeHt7IykpSe8yys1V5kFERORovRoNRINqdwIA0rMvYP2xNfoWRDJcICIiInImt+9zb++HkxoyZAhWrlypdxnl5irzICIiciQPgydGtHsVXn9Humw+9S3OXD2uc1V0GzOIrBg9vC3ZQ7eziG7zsWorMocM8raYKaTMCBLasJ0ZpLY/rcwQMoU0rhNqzQWy577F2s0OzD+6tX/b+SxqeS5FpqIStxf3Bdiei5jZozUzqKIzjERq+7M1VqT2Wvam/FrJqWUWiTlAatuXJ4NImSGkLZNILWNIsX+TSi6XWuaQkO0jKbYvfeaQ2C5P5pBiX7x9ucMUFRVh1apV2Lp1K9q1a4eAgABZ//z583WqTBtXmQcREZGj3RFUH/3vHIZ/H/0EEsxYmTAPM+9fBm/hd3CqeFwgIiIiciaOOOHHeU8gwpEjR9C2bVsAwMmTJ2V9Fb0YXB6uMg8iIqKK8GDjJ7D/4i84d/0kLt34A5uS1+LR5sP1LsvtcYGIiIiIdLN9+3a9S7ALV5kHERFRRfD0uHWp2YxtL8AkmbApeS063HEv6gRH6l2aW2MGERERkVNxRP6QE59CRERERG4pIrgh+jQZBAAwSUVYdeB9h0eIkG08g8iKl4eXJV/IW8gZss79ETOHxLFiRpGYGaQ1o6iiOTJjSPFaQqaQSeW1i8yF8u1Vxpf32KqNV+S5mFXyVqzaYpaL2Fa7JEFrplBFZxiJmEFU+u3VM4iss6xsZwop9mXWlkGktr3WzCGzmPOjmjmkLYNIMv9Tr/haYgaRJGQQKTOLpBLHkv3MmjXLZv+0adMqqJLycZV5EBERVaS+zYZg38V4pGefx9lrx7H1zAb0bDRQ77LcFheIiIiInIkjTvhx4vWt9evXy9qFhYVISUmBl5cXGjZsWGkWVlxlHkRERBXJ6GnEs21fwTu/jAUAfHd0JdqEdUGtgFCdK3NPXCAiIiJyJm62QHTw4EHFc1lZWRg+fDgeffRRHSoqG1eZBxERUUVrUrMl7o98BNtSNiLflIdPDy7AxC5zeZMHHTCDiIiIiJxKUFAQZs6cialTp+pdSrm4yjyIiIgc7bGokajmWxMAcOTKPvx2fovOFbknnkFkxcvD05IfJOYIWecOqeXaqLbhWe5atRBzfcQMJDEHqCJrEUPIxEwhsS1uX2Quko+H7VAzrV8rNYr8FqFtK59FLYNIjdaMIe0ZRNoyhsqbaWRrW7XXcjStXxu1HCDl/rXlCMkziEqfVwSoZwyJbfE9rMgUEt/jYu6PSsaQ2K/MHLL9erZyhFQzhzRkFElFFfdzUpIkze+50uyzssnMzERmZqbeZZSbq8yDiIjIkfy8AzC0zTh8uPtNAMDapMVoWbsDgnyr6VyZe+ECEREREenmo48+krUlSUJaWho+//xzPPjggzpVpZ2rzIOIiEgvbcI646469+H3C9uRU5CFtUmL8MJdb+pdllvhAhEREZEzcbMMogULFsjaHh4eqFWrFoYNG4YpU6boVJV2rjIPIiIiPQ2JHoOjVxKQU5CFPRe24e6IGLQOu1vvstwGF4iIiIhINykpKXqXYBeuMg8iIiI9BflWw6CWL+KThHcBAJ8lLkTTmqvg5+2vc2XugQtEVrwMXvD+O3vIVjaNmOGjllsjjnc0MdfHwyDPPBJzfCqyFq0ZQ2J/kVQoaxcKGURiJpHYL/ISjo2Xh7ytNetGLe/Fui1mu2jNJNKaCVTezCF7ZxrZqlfrcVfLLCovMddHjdavpdYcIVsZRGptRW6WyvtQLXNIzPWxztm6NV6oR2PmkGQuOWPo1uuL20sl9om1KvoVmUT6ZBC5i927dyMjIwMPP/yw5bnPPvsM06dPR05ODvr374+PP/4YPj4+OlapzlXmQURE5Cy61O2J3ee34uiVBFzNvYJ/H/0ET7d+We+y3ALvYkZEREQVbtasWTh69KilffjwYYwYMQIxMTF47bXX8OOPP2LOnDk6Vlg6rjIPIiIiZ2EwGDC8zQQYPX0BANvO/oBTGUd0rso9cIGIiIjIidy+i5m9H84mMTERPXr0sLTXrVuHjh07YsWKFZgwYQI++ugjfPPNNzpWWDquMg8iIiJnUisgDAObPwMAkCBh9YEPUGgq0Lkq18cFIiIiImciOejhZK5du4aQkBBLOz4+Xna3rw4dOuD8+fN6lKaJq8yDiIjI2TzQaAAiqzUFAFy68Qc2Ja/VuSLX59QZRHPmzMH333+PEydOwM/PD507d8a7776Lpk2bWsbk5eVh4sSJWLduHfLz89GrVy8sXrxY9mGttLw8vOD1dwaRl0F+aKxzhmzlExXXdjQxp0d8fTEHyNGvb6tPLWNIbBcKmUNixpBa5lCBWb7KnK+y6mwQjp2YUaSWjaOW/2KdOyRmtWjNrVFj70yh8mYYaa1Py770ziDSmjGk1q8lR0jrtmoZQ4rxJtvjxYwhs/i+VskQUss0UmYWqeQIlSuDqOR+ZhDZX0hICFJSUhAREYGCggIcOHAAM2fOtPTfuHED3t7eOlZYOq4yDyIiImfjYfDEs21fwYxtL8AkmbApeS063HEv6gRH6l2ay3LqM4ji4+MRGxuLPXv2YMuWLSgsLETPnj2Rk5NjGTN+/Hj8+OOP+PbbbxEfH49Lly5hwIABOlZNRERUDm5yBlGfPn3w2muv4ddff8WUKVPg7++Prl27WvqTkpLQsGFDHSssHVeZBxERkTOKCG6IPk0GAQBMUhHWHPzA5gkKVD5OfQbR5s2bZe01a9agdu3aSEhIQLdu3ZCZmYmVK1di7dq1uP/++wEAq1evxp133ok9e/bg7rvv1qNsIiIiUjF79mwMGDAA9957LwIDA/Hpp5/CaDRa+letWoWePXvqWGHpuMo8iIiInFXfZkOw7+IOpGdfwOmrx7AjZRPub/CI3mW5JKdeIBJlZmYCAKpXrw4ASEhIQGFhIWJiYixjmjVrhrp162L37t0lLhDl5+cjPz/f0s7KynJg1URERBpI0q2HvffpZGrWrIlffvkFmZmZCAwMhKen/JLeb7/9FoGBgTpVV3quMg8iIiJnZfQ0YlibCXj31wkAgG+PrkDbsC6o6ldD58pcT6VZIDKbzRg3bhy6dOmCqKgoAEB6ejqMRiOqVq0qGxsSEoL09PQS9zVnzhxZPsBtHn//VxxPGxlEFU09c8ixp9yp7d86Z0hrxpDYr5YxJParZQ4ViG2z/PVFXh7yD/qeQlsth0dkne+iyHIR8lHEX+i0ZhIpalHLBBLe1o7OMLJ1rNQyhdSOc3nHaz3WauO1ZhhpaWveVvz2Vckk0pwxJGYKqWQQif1iLpDi+0Jtf9bjVTOIhLaYMyTbF8hBgoODi33+9h+DKgtXmQcREZEzurNWa3St1xu//rEZuYU5WJu0CKM7TtO7LJfj1BlE1mJjY3HkyBGsW7eu3PuaMmUKMjMzLQ/eXYSIiJzF7ROI7P0gIiIiqsyeiHoeVYy3/iDz+8UdOJS+R+eKXE+lWCAaM2YMNm3ahO3bt6NOnTqW50NDQ1FQUIDr16/Lxl++fBmhoaEl7s/HxwdBQUGyBxERERERERE5p0CfYDwZ/aKl/Vnih8gvytWxItfj1AtEkiRhzJgxWL9+PbZt24bISPnt7Nq1awdvb2/ExcVZnktOTkZqaio6depU0eUSERGVnwQHnEKk96SIiIiIyq9zxANoXqstACDj5mVsOP6ZzhW5FqfOIIqNjcXatWvxww8/oEqVKpZcoeDgYPj5+SE4OBgjRozAhAkTUL16dQQFBeGll15Cp06dynQHMw+DhyXPR8z10TN3yFTBt/FTez21DCLrfq0ZQ4qMIpWMIXF7tcyhPFO+0C+vL79I3i9mx3h7esvaYiaRlgwiZTaMmP0i5KcoIops/8anVosyokhjZpDYr/ItUp5MIvW5aMsYsje1r4XWfk05QuXILwKUGUPi+9DuGUMqmUPKfpXxNvrFPqhlEJlKziBS5BM5kiNuS69xfzNmzFBk9TVt2hQnTpwAAOTl5WHixIlYt24d8vPz0atXLyxevBghISH2qpiIiIhIwWAwYGibcXhz6wgUmQvx0+lvcXdED9Sr2kjv0lyCU59BtGTJEmRmZqJ79+4ICwuzPL7++mvLmAULFuDhhx/GwIED0a1bN4SGhuL777/XsWoiIqLKr0WLFkhLS7M8du7caekbP348fvzxR3z77beIj4/HpUuXMGDAAB2rJSIiIncRGlgHjzQbAuDWCQafHpwPs8Q7itiDU59BVJo7Cfn6+mLRokVYtGhRBVRERETkWE5wAhEAwMvLq9g8v8zMTKxcuRJr167F/fffDwBYvXo17rzzTuzZs6dMZ/ASERERadGnyZPYc34bLt34A2evncC2sxsR0/BRvcuq9Jz6DCIiIiKyn6ysLNkjPz+/xLGnTp1CeHg4GjRogMGDByM1NRUAkJCQgMLCQsTExFjGNmvWDHXr1sXu3bsdPgciIiIiLw9vDG8zwdL+99GVuJb7p44VuQanPoNIT54VmDmklukjEvOQyptRpCVTCADMkJ++J76+9Xi1zCExY6hIEtoaM4YKzIU2+8WMobwisV9oi/sX+j09PIS27Uwi67Z42DVnw9j5FAO1TCJF5pCibXt7TTlCamM15h3ZW2nObpSNF7/F7JhJpJpN5eDMoXJnDGnMHILqeKtjYyNTqLhtFf1WuUNSYUVmEDngvvR/7y8iIkL29PTp0zFjxgzF8I4dO2LNmjVo2rQp0tLSMHPmTHTt2hVHjhxBeno6jEYjqlatKtsmJCTEkhVI9jNnzhx8//33OHHiBPz8/NC5c2e8++67aNq0qWKsJEno06cPNm/ejPXr16N///4l7nf48OH49NNPZc/16tULmzdvtvcUiIiIHKJJzZa4t/5DiD/3H+QV3cQXh/6Fl+6eqb4hlYgLRERERG7i/PnzCAoKsrR9fHyKHffggw9a/h0dHY2OHTuiXr16+Oabb+Dn5+fwOukf8fHxiI2NRYcOHVBUVITXX38dPXv2xLFjxxAQECAbu3DhQk0L5L1798bq1ast7ZLeD0RERM7q8ahROJj2G7LyryHh0q84eGkX2oR30busSosLRERERM7EgSFEQUFBsgWi0qpatSqaNGmC06dP44EHHkBBQQGuX78uO4vo8uXLxWYWUfmIZ/SsWbMGtWvXRkJCArp162Z5PjExER988AH279+PsLCwUu3bx8eHXzMiIqrUAoxV8FT0aCzd9zYA4PNDH+PO2m3h68U/aJUFM4iIiIjIpuzsbJw5cwZhYWFo164dvL29ERcXZ+lPTk5GamoqOnXqpGOV7iEzMxMAUL16dctzN2/exFNPPYVFixZpWvDZsWMHateujaZNm+LFF19ERkZGiWPz8/MVGVZERETOoGOd+xFVuz0A4GruFaw/tlplCyoJzyCy4mHwUOT7OIKY4eMBeW6N1kwixf41bi/WI7KVMVRc2zo3SNxWzBQSM4fEzB9xvFrmUJ6QMVRokvcrMoiE/eUVyvvFzKGCokKbbZNZ+NoKGUXWp/6LbzWpqHzZMOU+40Atg0gcrppRpG28rbFqV0w4OnNIK7WMIrV4GbUcIZsZRIqsKo2ZQRozirRnEtnuh1pmkVpukD0ziKz3VWTvU3pK5sAIolJ75ZVX0LdvX9SrVw+XLl3C9OnT4enpiUGDBiE4OBgjRozAhAkTUL16dQQFBeGll15Cp06deAczBzObzRg3bhy6dOmCqKgoy/Pjx49H586d0a9fv1Lvq3fv3hgwYAAiIyNx5swZvP7663jwwQexe/dueHp6KsbPmTMHM2cy14GIiJyPwWDA0Dbj8MaWZ1FoLsDPp79Hp4gY1K/WRO/SKh0uEBERETkTJ1ghunDhAgYNGoSMjAzUqlUL99xzD/bs2YNatWoBABYsWAAPDw8MHDgQ+fn56NWrFxYvXmzfmkkhNjYWR44cwc6dOy3Pbdy4Edu2bcPBgwc17evJJ5+0/Ltly5aIjo5Gw4YNsWPHDvTo0UMxfsqUKZgw4Z+7xWRlZSlCz4mIiPRSOyAc/e4cin8f/QQSzFhzcD6m3bcIHgblHz2oZFwgIiIiIpl169bZ7Pf19cWiRYuwaNGiCqqIxowZg02bNuGXX35BnTp1LM9v27YNZ86cUdxVbuDAgejatSt27NhRqv03aNAANWvWxOnTp4tdIPLx8WGINRERObXejR/HnvPbcCHrLM5dP4ltZzcipuGjepdVqTCDiIiIyJlIDnpQpSRJEsaMGYP169dj27ZtiIyMlPW/9tprSEpKQmJiouUB3DrLy/oOZWouXLiAjIyMUgdcExERORsvDy8MazPO0v7u6Cpcz7uqX0GVEM8gcgDNGUIa41PMku3MIDVqmULK17OdI2QrZ0jMGBK3LdSYMST2ixlDeUJmkJg5JGYc5atkDOUrMomE+oXxhYp+eVuRG2RFLUdHa5aM2vZaX1/tfarMDRIzhzSOl3eqvLa22uxN7dgqx9t+QvG1VgQN/fNPtSwqxfuknJlEKGcGkeaMoXJlEKm8tqYMovJlwxGVVWxsLNauXYsffvgBVapUQXp6OgAgODgYfn5+CA0NLTaYum7durLFpGbNmmHOnDl49NFHkZ2djZkzZ2LgwIEIDQ3FmTNnMGnSJDRq1Ai9evWqsLkRERHZW+MaUeha70H8+sf/kFuUg3WHl+CFDm/oXValwTOIiIiInIgkSQ55UOW0ZMkSZGZmonv37ggLC7M8vv76a037SU5OttwBzdPTE0lJSXjkkUfQpEkTjBgxAu3atcOvv/7Ky8iIiKjSezxqFAKMQQCAPefjcOzKAZ0rqjx4BhERERGRkyrL4l5x21g/5+fnh59++qlcdRERETmrKj7BeLzFSKw++AEA4LPEDzG7xwp4exp1rsz58QwiIiIiIiIiInIZXes/iEbVmwMA0rPP43+nvtG5osqBZxCVgVpmj4dBvu4mjhf7xQyf8tKaKaTWtpUxBABmlNyvljEk7kuZOSRkAgmZQsp++f7zivJs9iszh2z3KzKGCm33m0zyvChTocmqTzjuwljV7Bi1tpj9ovJXaM1/o9aSIQSoZhDZyjjSlFeksq8KoTj0KplCatvbei+oZQqp7Et1e40ZRGqZQVrHlyeDyGZfcf02Xksq4iVaRERERJWFh8EDw9qMx/Rtz8MsmfHjiS/QKaIHagXwZgy28AwiIiIiZ8M7mBERERGVS0RwQzzQcAAAoNBcgC8OfcxcRhVcICIiInIiDKkmIiIiso/+dw5HVd8aAIBD6Xtw4NJOnStyblwgIiIiIiIiIiKX4+ftj6eiYy3tL5MWIa8oV8eKnBsziEpgKxdILWNIjVomkdp4rftX6y9PxhCgzBmy7lfPGJJn/hSa1DKI5OPzhe0VGUSFQmaRSuZQodBfoJIxVCRmDhWahH4hg8iqrZY5ZBYyilSzY8QTBNT6RVrPMFDJAVKLCVJmGGnZdwVnEGk8NIqzNdTyn7R+7ayeUL4vhKZKlpXmTCGxFsX7VOhX279aRpHWfi0ZRGp5SdYZRIX2zYqzyRGXhfEEIiIiInJTHe64F1G1O+DIlX24mnsFPxz/DE+0fF7vspwSzyAiIiIiIiIiIpdkMBjwdOuX4eXhDQD4+fS/cSEzReeqnBMXiIiIiJyJJDnmQUREROSmQgLvwMNNnwIAmCQTPktcyIzGYnCBiIiIiIiIiIhcWp8mgxAScAcA4GTGYexM/UnnipwPM4ismCWzJZ/HVi6QWoaQvTODtI4XM4XE8Yq2SsaQON5W5hAgzxlS9AmZQoVChlCemDGkkjlUUGS7naeSMZQvZgypZA4VFgiZQ2IGkY3MIUCeK2Qusp0xJInZLuICt1q2jCIGx74r5FpzgMqVG1TevCMHK3e+k9rXyla/WkaQ1swhlQwj9cwi4fVVcn40ZxRpyRFSe22VfVvXIhVVXAaRI0744R/IiIiIyN0ZPY14uvXLeH/XZADAN4eXoU1oJwT6BOtcmfPgGURERERERERE5PKiQjrgrju6AwBuFGTi30dX6luQk+ECERERERERERG5hUHRL8LXyw8AsOPcJpy5elznipwHF4iIiIiIiIiIyC1U86uFR5s/Y2l/nvghzJLJxhbugxlEJdCaC2RPYoaQSK02R2cMKdrCN1OBVU5QoZA5JGYQiRlD1vlFQHGZQvlCf6HQbztzqKDQdlvMIDIVyudWVKgxc0jMGdKUQaQInrE5XsyOUYwvZwaJmPOj2F15MoaE7VUzhbSGDtk7o0jrsdT6tVDJILLu1/w+EH98qL2v1DKFVDOKbG+vyAHS2m8zgwgl9xXThpj7Zd1fgRlEDCEiIiIicqyYBo/i13P/w4WsFJy7fhLxKf/FfQ366l2W7ngGERERkRPhXe6JiIiIHMvTwxNPt37Z0v73sZXIzs/UsSLnwAUiIiIiIiIiInIrTWu2wt0RPQAAOQVZDKwGF4iIiIicC08hIiIiIqoQT0Q9bwmsjj/3H6RcS9a5In0xg8iKWTKXKXvI3nlFqhlDQrCGInNIpS1mDIn9YsaQmAuk6BdyhUxW/XlChpCYSZRvkvcrMomEDKF8RQaRUIuQQaSaOVQg5CmpZQwJ/WKOkJhZJAmZJtbjFfkniiwVs+1+RdaM2FbJptFI0prjI+YEqUUUWfVLdswzqhBaf/nWmhdla7wiqkolQ0hrlpXWTCHVjCKV/atlbylyg0quT+v3mCKjyGq8+L1ORERERJVfNb+a6HfnMHx9eCkkSPg88SO82f1jeBjc81wa95w1ERGRk+IJREREREQV54GGAxBepR4A4Oy14/j1j806V6QfLhARERERERERkVvy8vCSB1YfWYHsgiwdK9IPF4iIiIicCU8hIiIiIqpQd9Zqg7vq3AcAuFGQie+Prda5In0wg8iK+e//imXHz9Ylvsbtfo2ZQiaN48UMoSLJZLPfVsZQcf3WOUJiflFBkbbMIWUGkcaMIaFdpJI5pMggEjKFxBwSs0q/JLatM0405J/c2rm8qZolI7L374eqmULacoRs5g6JXRojhlRrsTNFDpBigNoOFDsssV9r5pAis0hzBpHGTCGt+1fNDSp9JpKWjCEAyjwjq7ZUxAUWIiIiIlf2ZNQLOJS2G/mmPGw/+yPurd8H9ao21rusCsUziIiIiIiIiIjIrVX3r4VHmj0NAJBgxueJH9r9hlTOjgtEREREToRXmBERERHpo1fj/0NoYAQA4PTVY9iV+rPOFVUsXmJmxdZt7tUuC9P6OrbaIrVLyMRLwhT9KpeQKdvy8eKt6cVLymzdur7QJFyOJlxSlideMiZeYmb3S8qEY1EgH692yZi5sOTb1gOApLjNvXDJivV4jZe7aL40qLyXOZXztvaK3SsuEyv5BRRd5bytvVTBd71Xv4RM29dGedt762vMVPZdzkvKxB99ikvaynlJmuolZeLr2bgMTHw9LZeQFTfeup+3uSciIiJyfV4e3hjS6iW8v2sSAODbIyvQNuweBBgDda6sYvAMIiIiImfCU4iIiIiIdBMV0h7tw7sBALLyr2HD8TX6FlSBuEBERERERERERPS3QdEvwujpCwDYemYDzmee0bmiisEFIiIiIifCE4iIiIiI9FXDPwR9mw4GcDuw+iP1OxW7AGYQWbGVQaS2nS1ihpDa9lrb5c0YUt62Xt5WZBCp3LreOndILXOoUHEbe9uZQmLmkJgxVCjetl7IGFLctl7RVrmNfaHKbezFnBLh1tiy22aL2SvCLbkVWS2KLBeVLBiRvX+eqeYCie3S3/ZeLTNI9bb1Wmuzt3J+LVRzfqzbWsaWat+lv418cW218YrXV3ufq+UE2ahHS8ZQ8f3/FGcWvz+JiIiIyKX1bvwYdqb+hMvZF3Ay4zB2n9+KznUf0Lssh+IZRERERM6EpxARERER6c7b04jB0WMs7a8PL0NuYY6OFTkeF4iIiIiIiIiIiATRoXehTVgXAEBm/lVsPPGFzhU5FheIiIiInIjkoAcRERERafdU9Gh4eXgDAH4+/R3Sb5zXuSLHYQaRlSKpCIVCHk9pqGUQlTdjyCx8tBczhRSZRELGUKGpQKVfyPkRM4iEzKFCoV/MGSqwyhUqUGQMCWNVMobEDCIxc6hIkTkkb4uZQ6YC2xlEkpgxpJJBpMgYUmQSlZynoswgUslWUcmOUVxBopY1U16qOT8GW03b+1MZrJhKeTOLKphqwJ1qhpHVgPK+DxQZQSr9ih93GjOF1HKA1DKKhCwgxfRk32Pixir7EmozW+2rQjOIHHFJGC8xIyIiIiqTWgFheLDx4/gx+UuYpCJ8dXgJxnd+R++yHIJnEBERERERERERleDhpk+hmm9NAMCh9D1ISt+rc0WOwQUiIiIiZ8JrzIiIiIicio+XHx5v+bylvTZpEYqEK21cAReIiIiIiIiIiIhsuLvO/WhcIwoAkJ59AVtOf69zRfbHDCIrRWaTIt+nNNQyhBSvIwm5NirbKzOH5H8KNgn9BUKmkFrmkJi7pOjXkDl0q/3P+AKtmUOqGUPy8cqMIeFYCZlBYgaRmDGkzCBSaatkECkyiqzzVlSyWFSzX7RmElVwCJEY+yOJw23lAgld6vlFKplFWvKPHEE1U0it30ZOkMbMIa0ZRapZWCqZQ6qZQmoZReVoK/KNFN9zKhlEVu2KzCCSJEk9p6oM+yQiIiKisjMYDBjS6iXM2PYCJEj44cTn6FT3AVT1ra53aXbDM4iIiIiIiIiIiFTUq9oY3er3AQDkFd3Ed0c/0bki++ICERERkTNhBhERERGR0xrYYgT8vAMAAL/+sRlnrx7XuSL74QIREREREREREVEpBPlURf87h1naXxz6l2rMTGXBDCIrZsls+cLa+gKrffHNwp9q1TOFxAwi2xlDYqaQWsZQgdl2ppA4vkiROSRmDKm0rXKFFBlDQrtINXNI3lbLHFJmDAnHVqVfKlDLHBK+9oUqmSZiBop1JpHYV86sFrUzBOydQWLQmvujIUdImV+ksnG5M4YcHUIkUvtiaRhuK5+ouCfE95VqZpHt7RWvr8ggEsaXM2NIy/aKTCGV7zlbmURmcwVmEP39n733SURERET20aNBf8Sn/AeXbvyBs9eOY3fqVnSp11PvssqNZxARERE5G15eRkREROS0vDy88FR0rKX9zZHlyC28qWNF9sEFIiIiIiIiIiIiDaJC2qNNWBcAQGb+VfyY/IXOFZUfF4iIiIiciCQ55kFERERE9jWo5Qvw8vAGAPx8+jukZ1/QuaLyYQaRlQJzITzNxR8SLZlEam0xM0hS6RfbYiZRgZgpJGQOmYTt84sK5PtXzRwS9m8jc0hsq2cOCXMtEGoXMoPMwngxU0iRMaSSKWQuEDOFtGUQyTKFimsLmSbWuUOKfCKNmUSas2dEar8wao3lEXKC1GKDFAMMJfy72E01Fmfv/ZWT5jwoG8PVMoSUbY0ZQeILas0YUskoUtufrVwgtfFqeUZmRb/w88H6+7UCM4iIiIiIqHKoHXgHejd6DJtOrkWRuRBfJS3G+M7v6F1WmfEMIiIiImfCU4iIiIiIKo2Hmw1GVd8aAIBD6XuQlP67zhWVHReIiIiIiIiIiIjKwNfLD49HjbK01yYtQpFwVU9lwQUiIiIiJ8ITiIiIiIgql04RMWhUvTkAID37PLae2aBvQWXEDCIrReYiFAn5PrdZ5wgpM4akEscCyswgcbxaxpDYXyj0F5qEnB9hvJgppJ45JG8XihlENjKHAHnOUGGhfFuT0BYziRSZQxrbaplDktp4MUNILZNIzA1SyyiyyjwRt1XPbpEPVxuvN0WujxjzYyP3R9GlYdvihpc3T8nhNOZFyZpatxUzgMSmSqaRMhtLWxaWWi6Qalvcn43sLrNKrpeYb2Q2l5x3pDhuLm7GjBmYOXOm7LmmTZvixIkTAIDu3bsjPj5e1v/8889j6dKlFVYjERERkbMwGAwY0uplzNz+IiRI+OH4Z+gcEYMg32p6l6YJzyAiIiJyKpKDHtq0aNECaWlplsfOnTtl/SNHjpT1z5s3rwxzJSIiInIN9as1Qdd6DwIAcotysP74Gn0LKgOeQURERORMHHFJWBn25+XlhdDQ0BL7/f39bfYTERERuZsBLZ7F7xe3I68oFztS/oP7G/RDRHADvcsqNZ5BRERE5CaysrJkj/z8/BLHnjp1CuHh4WjQoAEGDx6M1NRUWf+XX36JmjVrIioqClOmTMHNmzcdXb5bmjNnDjp06IAqVaqgdu3a6N+/P5KTk2VjunfvDoPBIHu88MILNvcrSRKmTZuGsLAw+Pn5ISYmBqdOnXLkVIiIiFxeVd/qeLjpYACABDPWHV7idFEgtvAMIismqwwiW7lCkiKDSN4WM4DEfallDBVJQuaQSSVzSNFfZLO/QMwUUskcEjOGxAwiMUeoyCpnSJExVCjkLWnOGLKdIWQWM4W0Zg4p+tXatjOIFBkoVm0x/0QtK0Y1A0XMV1HJgtFMLfdHLbZHy/ZqOxPjjTSO10p1/xqV+38SNjZXyxDS+j5R7E6RYaRtvGqGkcp41VwhWW5Q6TOGbvWXnFFUoRlEjkiV/nt/ERERsqenT5+OGTNmKIZ37NgRa9asQdOmTZGWloaZM2eia9euOHLkCKpUqYKnnnoK9erVQ3h4OJKSkjB58mQkJyfj+++/t2/dhPj4eMTGxqJDhw4oKirC66+/jp49e+LYsWMICAiwjBs5ciRmzZplafv7+9vc77x58/DRRx/h008/RWRkJKZOnYpevXrh2LFj8PX1ddh8iIiIXF3PRv+H7Sk/IuPmZRy9koBD6XvQOqyT3mWVCheIiIiI3MT58+cRFBRkafv4+BQ77sEHH7T8Ozo6Gh07dkS9evXwzTffYMSIERg16p9bubZs2RJhYWHo0aMHzpw5g4YNGzpuAm5o8+bNsvaaNWtQu3ZtJCQkoFu3bpbntVzyJ0kSFi5ciDfffBP9+vUDAHz22WcICQnBhg0b8OSTT9pvAkRERG7G6GnEE1HPY/Hvt/5ws+7wEkSFtIeXh7fOlanjJWZEREROxJG3uQ8KCpI9SlogElWtWhVNmjTB6dOni+3v2LEjAJTYT/aTmZkJAKhevbrseS2X/KWkpCA9PR0xMTGW54KDg9GxY0fs3r272G3y8/MVlygSERFR8TrccS+a1GgJAEjPvoC4sz/oXFHpcIGIiIiIbMrOzsaZM2cQFhZWbH9iYiIAlNhP9mE2mzFu3Dh06dIFUVFRluefeuopfPHFF9i+fTumTJmCzz//HEOGDClxP+np6QCAkJAQ2fMhISGWPtGcOXMQHBxseYiXKxIREdE/DAYDBkWPtrR/OP4ZsvMzdayodFzmErNFixbhvffeQ3p6Olq1aoWPP/4Yd911l6Z9FJqK4Pl3vo+YK2SdI6SWOSRmFKllDJnM5c0cMtnsL1DJGCpSyxyykTEEACahbZ07JGYOiZlCYgaRlC/flzJTSGPGUKHt7c1iv9gWMoYU400q48V+6wwitYwhG9kqxXQrx0OFWsaJxtwdxWitmUVWT2iO/BE2sGsekg5U42esBmgZW2y31veVSsaRWoaQ5n6N461zhlQzhjRkFFVouKADM4hK65VXXkHfvn1Rr149XLp0CdOnT4enpycGDRqEM2fOYO3atejTpw9q1KiBpKQkjB8/Ht26dUN0dLR96yaZ2NhYHDlyBDt37pQ9XxGX/E2ZMgUTJkywtLOysrhIREREZENktaboUrcXdqX+hJuF2Vh//FM83fplvcuyySXOIPr6668xYcIETJ8+HQcOHECrVq3Qq1cvXLlyRe/SiIiIKp0LFy5g0KBBaNq0KR5//HHUqFEDe/bsQa1atWA0GrF161b07NkTzZo1w8SJEzFw4ED8+OOPepft0saMGYNNmzZh+/btqFOnjs2xapf83c4qunz5suz5y5cvl5hj5OPjo7hEkYiIiGz7vxYjYPS8dfOH7SkbcTHrnL4FqXCJBaL58+dj5MiReOaZZ9C8eXMsXboU/v7+WLVqld6lERERaSI56KHFunXrcOnSJeTn5+PChQtYt26d5UyUiIgIxMfHIyMjA3l5eTh16hTmzZvHBQMHkSQJY8aMwfr167Ft2zZERkaqbqN2yV9kZCRCQ0MRFxdneS4rKwt79+5Fp06V4y4rRERElUE1v5p4qMkgALeuRPr68FKdK7Kt0i8QFRQUICEhQRa06OHhgZiYGAYtEhFR5SPBASnVek+Kyio2NhZffPEF1q5diypVqiA9PR3p6enIzc0FAJw5cwazZ89GQkICzp07h40bN2Lo0KGKS/6aNWuG9evXA7iVizBu3Di89dZb2LhxIw4fPoyhQ4ciPDwc/fv312OaRERELqt348dQ3a82ACDp8u9ISt+rc0Ulq/QZRH/99RdMJlOxQYsnTpwodps5c+Zg5syZiufHtRrNv4ASEZFCVlYWgoOD9S6D3NCSJUsAAN27d5c9v3r1agwfPtxyyd/ChQuRk5ODiIgIDBw4EG+++aZsfHJysuUOaAAwadIk5OTkYNSoUbh+/TruuecebN68Gb6+vg6fExERkTvx8fLF41EjsXTf2wCAdYeXonntdvDycL7lGOerqAIwaJGIiJyV5IAzfio0ZJvsSu1rd/uSP637MRgMmDVrFmbNmlWu+oiIiEhdxzr3Y8uZ9Thz9Rgu3fgDO1I2IaZhf73LUqj0l5jVrFkTnp6eDFokIiIiIiIiIqdjMBjwVHSspb3++BrkFNzQsaLiVfoFIqPRiHbt2smCFs1mM+Li4hi0SERElY8zpFQTERERkV01rH4nOkXcyk7OKcjCDyc+07kipUq/QAQAEyZMwIoVK/Dpp5/i+PHjePHFF5GTk4NnnnlG79KIiIiIiIiIiPB/LZ6D0dMHABB3ZgPSb5zXuSI5l1ggeuKJJ/D+++9j2rRpaN26NRITE7F582ZFcDUREZGzkxz0HxERERHpq4Z/bTzY+AkAgEkyYZ2T3fbeJRaIAGDMmDH4448/kJ+fj71796Jjx456l0REREREREREZNGnyROo6lsDAJCYvhtHryToXNE/XGaBiIiIyCUwg4iIiIjIZfl4+eGxqJGW9ldJS2CWTDpW9A8uEBERETkRSZIc8iAiIiIi59ApIgaRVZsCAC5kncWv5zbrXNEtXCAiIiIiIiIiIqogHgYPPBn9oqX93bFVyC28qWNFt3CBiIiIyJnwEjMiIiIil9e0ZjTah3cDAGTlX8N/T67TuSIuEBERERERERERVbjHo0bC0+AFANh86htk3Lyiaz1cICIiInIizCAiIiIicg+1A+9ATMNHAQCF5gJ8d2ylrvVwgYiIiIiIiIiISAePNBuCAGMQPA2eCDQGwSyZdavFS7dXJiIiIgVHnOvD84eIiIiInFOAsQpGtnsNoYF3ILRKhK61cIGIiIiIiIiIiEgnrcPu1rsEAFwgIiIici6SZP9TfphBREREREQquEBERETkRCQH3Jae60NEREREpIYh1UREREREREREbo5nEBERETkTXmJGRERERDrgGURERERERERERG6OZxARERE5EckBN6V3xD6JiIiIyLXwDCIiIiIiIiIiIjfHM4iIiIicDU/4ISIiIqIKxjOIiIiIiIiIiIjcHM8gIiIiciKSA+445oh9EhEREZFr4RlERERERERERERujmcQERERORFHnOzDE4iIiIiISA0XiIiIiJyKI1ZzuEJERERERLbxEjMiIiIiIiIiIjfHM4iIiIicCC8xIyIiIiI98AwiIiIiIiIiIiI3xzOIiIiInAlPISIiIiIiHXCBCID09wfnrKwsnSshIiJndPv/D1JFLLRIgGTvUGmuD5Gd8bMTERFR5VHaz7JcIAKQkZEBAIiIiNC5EiIicmYZGRkIDg52yL6NRiNCQ0ORnp7ukP2HhobCaDQ6ZN/kfvjZiYiIqPK5ceOGzc+yXCACUL16dQBAamqqwz74u6qsrCxERETg/PnzCAoK0rucSoPHrex47MqOx67sMjMzUbduXcv/LxzB19cXKSkpKCgocMj+jUYjfH19HbJvcj/87KQP/hzXB4+7Pnjc9cHjrg9HH3dJknDjxg2Eh4fbHMcFIgAeHreyuoODg/lNUEZBQUE8dmXA41Z2PHZlx2NXdrf/f+Eovr6+XMShSoGfnfTFn+P64HHXB4+7Pnjc9eHI416aP+jwLmZERERERERERG6OC0RERERERERERG6OC0QAfHx8MH36dPj4+OhdSqXDY1c2PG5lx2NXdjx2ZcdjRyTH7wl98Ljrg8ddHzzu+uBx14ezHHeDVCH37CUiIiIiIiIiImfFM4iIiIiIiIiIiNwcF4iIiIiIiIiIiNwcF4iIiIiIiIiIiNwcF4iIiIiIiIiIiNyc2y8QLVq0CPXr14evry86duyI33//Xe+SnM6cOXPQoUMHVKlSBbVr10b//v2RnJwsG5OXl4fY2FjUqFEDgYGBGDhwIC5fvqxTxc5p7ty5MBgMGDdunOU5HjfbLl68iCFDhqBGjRrw8/NDy5YtsX//fku/JEmYNm0awsLC4Ofnh5iYGJw6dUrHivVnMpkwdepUREZGws/PDw0bNsTs2bNhfT8CHrd//PLLL+jbty/Cw8NhMBiwYcMGWX9pjtXVq1cxePBgBAUFoWrVqhgxYgSys7MrcBZEFY+fnxzLHj+bSDt+5tXHkiVLEB0djaCgIAQFBaFTp0743//+Z+nnMXc8/p5SMWbMmAGDwSB7NGvWzNLvDMfcrReIvv76a0yYMAHTp0/HgQMH0KpVK/Tq1QtXrlzRuzSnEh8fj9jYWOzZswdbtmxBYWEhevbsiZycHMuY8ePH48cff8S3336L+Ph4XLp0CQMGDNCxaueyb98+LFu2DNHR0bLnedxKdu3aNXTp0gXe3t743//+h2PHjuGDDz5AtWrVLGPmzZuHjz76CEuXLsXevXsREBCAXr16IS8vT8fK9fXuu+9iyZIl+Ne//oXjx4/j3Xffxbx58/Dxxx9bxvC4/SMnJwetWrXCokWLiu0vzbEaPHgwjh49ii1btmDTpk345ZdfMGrUqIqaAlGF4+cnx7PHzybSjp959VGnTh3MnTsXCQkJ2L9/P+6//37069cPR48eBcBj7mj8PaVitWjRAmlpaZbHzp07LX1OccwlN3bXXXdJsbGxlrbJZJLCw8OlOXPm6FiV87ty5YoEQIqPj5ckSZKuX78ueXt7S99++61lzPHjxyUA0u7du/Uq02ncuHFDaty4sbRlyxbp3nvvlcaOHStJEo+bmsmTJ0v33HNPif1ms1kKDQ2V3nvvPctz169fl3x8fKSvvvqqIkp0Sg899JD07LPPyp4bMGCANHjwYEmSeNxsASCtX7/e0i7NsTp27JgEQNq3b59lzP/+9z/JYDBIFy9erLDaiSoSPz9VrLL8bCL74Gde/VSrVk365JNPeMwdjL+nVKzp06dLrVq1KrbPWY65255BVFBQgISEBMTExFie8/DwQExMDHbv3q1jZc4vMzMTAFC9enUAQEJCAgoLC2XHslmzZqhbty6PJYDY2Fg89NBDsuMD8Lip2bhxI9q3b4/HHnsMtWvXRps2bbBixQpLf0pKCtLT02XHLzg4GB07dnTr49e5c2fExcXh5MmTAIBDhw5h586dePDBBwHwuGlRmmO1e/duVK1aFe3bt7eMiYmJgYeHB/bu3VvhNRM5Gj8/6Y8/xysOP/NWPJPJhHXr1iEnJwedOnXiMXcw/p5S8U6dOoXw8HA0aNAAgwcPRmpqKgDnOeZeFfZKTuavv/6CyWRCSEiI7PmQkBCcOHFCp6qcn9lsxrhx49ClSxdERUUBANLT02E0GlG1alXZ2JCQEKSnp+tQpfNYt24dDhw4gH379in6eNxsO3v2LJYsWYIJEybg9ddfx759+/Dyyy/DaDRi2LBhlmNU3PewOx+/1157DVlZWWjWrBk8PT1hMpnw9ttvY/DgwQDA46ZBaY5Veno6ateuLev38vJC9erVeTzJJfHzk/74c7xi8DNvxTp8+DA6deqEvLw8BAYGYv369WjevDkSExN5zB2Ev6dUvI4dO2LNmjVo2rQp0tLSMHPmTHTt2hVHjhxxmmPutgtEVDaxsbE4cuSI7FpJKt758+cxduxYbNmyBb6+vnqXU+mYzWa0b98e77zzDgCgTZs2OHLkCJYuXYphw4bpXJ3z+uabb/Dll19i7dq1aNGiBRITEzFu3DiEh4fzuBEREZUSP/NWrKZNmyIxMRGZmZn497//jWHDhiE+Pl7vslwWf0/Rx+0z+gEgOjoaHTt2RL169fDNN9/Az89Px8r+4baXmNWsWROenp6KVPDLly8jNDRUp6qc25gxY7Bp0yZs374dderUsTwfGhqKgoICXL9+XTbe3Y9lQkICrly5grZt28LLywteXl6Ij4/HRx99BC8vL4SEhPC42RAWFobmzZvLnrvzzjstp2HePkb8HpZ79dVX8dprr+HJJ59Ey5Yt8fTTT2P8+PGYM2cOAB43LUpzrEJDQxXBvEVFRbh69SqPJ7kkfn7SH3+OOx4/81Y8o9GIRo0aoV27dpgzZw5atWqFDz/8kMfcQfh7inOoWrUqmjRpgtOnTzvNe91tF4iMRiPatWuHuLg4y3NmsxlxcXHo1KmTjpU5H0mSMGbMGKxfvx7btm1DZGSkrL9du3bw9vaWHcvk5GSkpqa69bHs0aMHDh8+jMTERMujffv2GDx4sOXf8N0Y9wAAEwVJREFUPG4l69Kli+LWsidPnkS9evUAAJGRkQgNDZUdv6ysLOzdu9etj9/Nmzfh4SH/0e7p6Qmz2QyAx02L0hyrTp064fr160hISLCM2bZtG8xmMzp27FjhNRM5Gj8/6Y8/xx2Hn3mdh9lsRn5+Po+5g/D3FOeQnZ2NM2fOICwszHne6xUWh+2E1q1bJ/n4+Ehr1qyRjh07Jo0aNUqqWrWqlJ6erndpTuXFF1+UgoODpR07dkhpaWmWx82bNy1jXnjhBalu3brStm3bpP3790udOnWSOnXqpGPVzsn67gCSxONmy++//y55eXlJb7/9tnTq1Cnpyy+/lPz9/aUvvvjCMmbu3LlS1apVpR9++EFKSkqS+vXrJ0VGRkq5ubk6Vq6vYcOGSXfccYe0adMmKSUlRfr++++lmjVrSpMmTbKM4XH7x40bN6SDBw9KBw8elABI8+fPlw4ePCj98ccfkiSV7lj17t1batOmjbR3715p586dUuPGjaVBgwbpNSUih+PnJ8ezx88m0o6fefXx2muvSfHx8VJKSoqUlJQkvfbaa5LBYJB+/vlnSZJ4zCsKf09xvIkTJ0o7duyQUlJSpF27dkkxMTFSzZo1pStXrkiS5BzH3K0XiCRJkj7++GOpbt26ktFolO666y5pz549epfkdAAU+1i9erVlTG5urjR69GipWrVqkr+/v/Too49KaWlp+hXtpMQfvDxutv34449SVFSU5OPjIzVr1kxavny5rN9sNktTp06VQkJCJB8fH6lHjx5ScnKyTtU6h6ysLGns2LFS3bp1JV9fX6lBgwbSG2+8IeXn51vG8Lj9Y/v27cX+fBs2bJgkSaU7VhkZGdKgQYOkwMBAKSgoSHrmmWekGzdu6DAboorDz0+OZY+fTaQdP/Pq49lnn5Xq1asnGY1GqVatWlKPHj0si0OSxGNeUfh7iuM98cQTUlhYmGQ0GqU77rhDeuKJJ6TTp09b+p3hmBskSZIq7nwlIiIiIiIiIiJyNm6bQURERERERERERLdwgYiIiIiIiIiIyM1xgYiIiIiIiIiIyM1xgYiIiIiIiIiIyM1xgYiIiIiIiIiIyM1xgYiIiIiIiIiIyM1xgYiIiIiIiIiIyM1xgYiIiIiIiIiIyM1xgYjIBXXv3h3jxo3Tu4wy6969OwwGAwwGAxITE/Uup8zOnTtnmUfr1q31LoeIiIgqGfEzXf369bFw4UKHvh4/gxG5Ly4QUaV3+4d/SY8ZM2boXWKpGQwGbNiwoVTjbj+Cg4PRpUsXbNu2zfEFavTEE0/grrvugslksjxXWFiIdu3aYfDgwTa3HTlyJNLS0hAVFeXoMh0mIiICaWlpmDhxot6lEBERkYMMHz7c8rnM29sbkZGRmDRpEvLy8uz+Wvv27cOoUaPsvl9r/AxG5L64QESVXlpamuWxcOFCBAUFyZ575ZVX9C7RIVavXo20tDTs2rULNWvWxMMPP4yzZ8/qXZbM4sWLkZqairlz51qemz17NtLS0vCvf/3L5rb+/v4IDQ2Fl5dXmV+/oKCgzNvag6enJ0JDQxEYGKhrHURERORYvXv3RlpaGs6ePYsFCxZg2bJlmD59ut1fp1atWvD397f7fq3xMxiR++ICEVV6oaGhlkdwcDAMBoOlnZOTg8GDByMkJASBgYHo0KEDtm7dKtu+fv36eOedd/Dss8+iSpUqqFu3LpYvXy4b89tvv6F169bw9fVF+/btsWHDBsWpt0eOHMGDDz6IwMBAhISE4Omnn8Zff/1l6e/evTtefvllTJo0CdWrV0doaKjs7Kb69esDAB599FEYDAZLuyRVq1ZFaGgooqKisGTJEuTm5mLLli3Fjv3888/Rvn17VKlSBaGhoXjqqadw5coVS/+OHTtgMBgQFxeH9u3bw9/fH507d0ZycrJsPz/88APatm0LX19fNGjQADNnzkRRUVGJNdaoUQPLly/HrFmzkJSUhP3792POnDn45JNPUK1aNZvzE5lMJowYMQKRkZHw8/ND06ZN8eGHH8rGDB8+HP3798fbb7+N8PBwNG3aFABw4cIFDBo0CNWrV0dAQADat2+PvXv3AgAOHTqE++67D1WqVEFQUBDatWuH/fv3W/a5c+dOdO3aFX5+foiIiMDLL7+MnJwcS39+fj4mT56MiIgI+Pj4oFGjRli5cqWmuREREVHl5uPjg9DQUERERKB///6IiYmRfS7LyMjAoEGDcMcdd8Df3x8tW7bEV199JdtHTk4Ohg4disDAQISFheGDDz5QvI71JWa3L6Oy/jx6/fp1GAwG7NixAwBw7do1DB48GLVq1YKfnx8aN26M1atXa5obP4MRuQ8uEJFLy87ORp8+fRAXF4eDBw+id+/e6Nu3L1JTU2XjPvjgA7Rv3x4HDx7E6NGj8eKLL1oWR7KystC3b1+0bNkSBw4cwOzZszF58mTZ9tevX8f999+PNm3aYP/+/di8eTMuX76Mxx9/XDbu008/RUBAAPbu3Yt58+Zh1qxZlg8P+/btA/DPmUG326Xh5+cHoOS/1hQWFmL27Nk4dOgQNmzYgHPnzmH48OGKcW+88QY++OAD7N+/H15eXnj22Wctfb/++iuGDh2KsWPH4tixY1i2bBnWrFmDt99+22ZtjzzyCJ588kkMHToUw4YNw7Bhw9CnT59Sz+02s9mMOnXq4Ntvv8WxY8cwbdo0vP766/jmm29k4+Li4pCcnIwtW7Zg06ZNyM7Oxr333ouLFy9i48aNOHToECZNmgSz2QwAGDx4MOrUqYN9+/YhISEBr732Gry9vQEAZ86cQe/evTFw4EAkJSXh66+/xs6dOzFmzBjL6w0dOhRfffUVPvroIxw/fhzLli3jX6uIiIjc2JEjR/Dbb7/BaDRansvLy0O7du3wn//8B0eOHMGoUaPw9NNP4/fff7eMefXVVxEfH48ffvgBP//8M3bs2IEDBw6Uq5apU6fi2LFj+N///ofjx49jyZIlqFmzpqZ98DMYkRuRiFzI6tWrpeDgYJtjWrRoIX388ceWdr169aQhQ4ZY2mazWapdu7a0ZMkSSZIkacmSJVKNGjWk3Nxcy5gVK1ZIAKSDBw9KkiRJs2fPlnr27Cl7nfPnz0sApOTkZEmSJOnee++V7rnnHtmYDh06SJMnT7a0AUjr169Xnaf1uJycHGn06NGSp6endOjQIctrjR07tsTt9+3bJwGQbty4IUmSJG3fvl0CIG3dutUy5j//+Y8EwDLvHj16SO+8845sP59//rkUFhamWu/Vq1clPz8/KSQkRMrMzFQdr1b/bbGxsdLAgQMt7WHDhkkhISFSfn6+5blly5ZJVapUkTIyMordR5UqVaQ1a9YU2zdixAhp1KhRsud+/fVXycPDQ8rNzZWSk5MlANKWLVts1jl9+nSpVatWqvMhIiKiymfYsGGSp6enFBAQIPn4+EgAJA8PD+nf//63ze0eeughaeLEiZIkSdKNGzcko9EoffPNN5b+jIwMyc/PT/aZqF69etKCBQskSZKklJQU2edRSZKka9euSQCk7du3S5IkSX379pWeeeaZUs+Fn8GI3FvZLywlqgSys7MxY8YM/Oc//0FaWhqKioqQm5urOIMoOjra8u/bl6jdvgQrOTkZ0dHR8PX1tYy56667ZNsfOnQI27dvL/avFmfOnEGTJk0UrwMAYWFhsku9tBg0aBA8PT2Rm5uLWrVqYeXKlYr935aQkIAZM2bg0KFDuHbtmuUvN6mpqWjevLllnPX2YWFhAIArV66gbt26OHToEHbt2iU7Y8hkMiEvLw83b960eT38V199BYPBgL/++gsnTpxQHL/SWrRoEVatWoXU1FTk5uaioKBAcWeKli1byv5il5iYiDZt2qB69erF7nPChAl47rnn8PnnnyMmJgaPPfYYGjZsCODW1zUpKQlffvmlZbwkSTCbzUhJScHhw4fh6emJe++9t0zzISIiItdw3333YcmSJcjJycGCBQvg5eWFgQMHWvpNJhPeeecdfPPNN7h48SIKCgqQn59v+fx05swZFBQUoGPHjpZtqlevbrlUq6xefPFFDBw4EAcOHEDPnj3Rv39/dO7cWfN++BmMyD3wEjNyaa+88grWr1+Pd955B7/++isSExPRsmVLxaVYt09nvc1gMFgWUUojOzsbffv2RWJiouxx6tQpdOvWzW6vY23BggVITExEeno60tPTMWzYsGLH5eTkoFevXggKCsKXX36Jffv2Yf369QCUl6RZ12cwGADAUl92djZmzpwpm9/hw4dx6tQp2eKZ6OzZs5g0aRKWLFmCp59+GsOHD0d+fr7m+a5btw6vvPIKRowYgZ9//hmJiYl45plnFHMICAiQtW9ffleSGTNm4OjRo3jooYewbds2NG/e3HJ8srOz8fzzz8vmfOjQIZw6dQoNGzZU3TcRERG5h4CAADRq1AitWrXCqlWrsHfvXlkeznvvvYcPP/wQkydPxvbt25GYmIhevXqVK8zZw+PWr3KSJFmeKywslI158MEH8ccff2D8+PG4dOkSevToofkGLvwMRuQ+eAYRubRdu3Zh+PDhePTRRwHc+p/NuXPnNO2jadOm+OKLL5Cfnw8fHx8AUOQDtW3bFt999x3q169frjs+eHt7y24Jb0toaCgaNWqkOu7EiRPIyMjA3LlzERERAQCyAMDSatu2LZKTk0v1mreZzWYMHz4cPXr0wNChQ9GvXz9ERUVh2rRpePfddzW9/q5du9C5c2eMHj3a8tyZM2dUt4uOjsYnn3yCq1evlvgXrCZNmqBJkyYYP348Bg0ahNWrV+PRRx9F27ZtcezYsRLn3LJlS5jNZsTHxyMmJkbTfIiIiMg1eXh44PXXX8eECRPw1FNPwc/PD7t27UK/fv0wZMgQALc+I508edJyJnfDhg3h7e2NvXv3om7dugBuBUyfPHmyxLNkatWqBeDWHX3btGkDALLAautxt3Mgu3btildffRXvv/9+qefDz2BE7oNnEJFLa9y4Mb7//nvLXx2eeuopzWfs3N5m1KhROH78OH766SfL/1Rvn2UTGxuLq1evYtCgQdi3bx/OnDmDn376Cc8880ypF3yAW3emiIuLQ3p6Oq5du6apzpLUrVsXRqMRH3/8Mc6ePYuNGzdi9uzZmvczbdo0fPbZZ5g5cyaOHj2K48ePY926dXjzzTdL3ObDDz/E0aNHsWzZMgBAcHAwPvnkE8yfP18WylgajRs3xv79+/HTTz/h5MmTmDp1aqmCvAcNGoTQ0FD0798fu3btwtmzZ/Hdd99h9+7dyM3NxZgxY7Bjxw788ccf2LVrF/bt24c777wTADB58mT89ttvGDNmjOWMsB9++MESkFi/fn0MGzYMzz77LDZs2ICUlBTs2LFDEdpIRERE7uWxxx6Dp6cnFi1aBODW55gtW7bgt99+w/Hjx/H888/j8uXLlvGBgYEYMWIEXn31VWzbtg1HjhzB8OHDLWcJFcfPzw9333035s6di+PHjyM+Pl7xuWzatGn44YcfcPr0aRw9ehSbNm2yfM4pLX4GI3IfXCAilzZ//nxUq1YNnTt3Rt++fdGrVy+0bdtW0z6CgoLw448/IjExEa1bt8Ybb7yBadOmAYDl0qrw8HDs2rULJpMJPXv2RMuWLTFu3DhUrVrV5v/YRR988AG2bNmCiIgIy1+CyqtWrVpYs2YNvv32WzRv3hxz587V9Fej23r16oVNmzbh559/RocOHXD33XdjwYIFqFevXrHjT548iTfeeAMff/wxQkNDZft55plnNF9q9vzzz2PAgAF44okn0LFjR2RkZMj+klUSo9GIn3/+GbVr10afPn3QsmVLzJ07F56envD09ERGRgaGDh2KJk2a4PHHH8eDDz6ImTNnArj1l6/4+HicPHkSXbt2RZs2bTBt2jSEh4db9r9kyRL83//9H0aPHo1mzZph5MiRsluwEhERkfvx8vLCmDFjMG/ePOTk5ODNN99E27Zt0atXL3Tv3t2ycGLtvffeQ9euXdG3b1/ExMTgnnvuQbt27Wy+zqpVq1BUVIR27dph3LhxeOutt2T9RqMRU6ZMQXR0NLp16wZPT0+sW7dO01z4GYzIfRgk64tWiahUvvzySzzzzDPIzMzkNdAO0L17d7Ru3RoLFy7UuxS7mDFjBjZs2FDsad9EREREzoKfwYjcG88gIiqFzz77DDt37kRKSgo2bNiAyZMn4/HHH+fikAMtXrwYgYGBOHz4sN6llFlqaioCAwPxzjvv6F0KERERUanwMxiR++IZRESlMG/ePCxevBjp6ekICwtD//798fbbb9u8tTuV3cWLF5GbmwvgnwylyqioqMgSiu7j42MJCSciIiJyRvwMRuTeuEBEREREREREROTmeIkZEREREREREZGb4wIREREREREREZGb4wIREREREREREZGb4wIREREREREREZGb4wIREREREREREZGb4wIREREREREREZGb4wIREREREREREZGb4wIREREREREREZGb+3/GJAdzgdaphQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "M = ap.models.AstroPhot_Model(\n", " model_type = \"gaussian fourier warp galaxy model\", \n", " parameters = {\"center\": [50,50], \"q\": 0.6, \"PA\": 60*np.pi/180, \"q(R)\": warp_q, \"PA(R)\": warp_pa, \"am\": fourier_am, \"phim\": fourier_phim, \"sigma\": 20, \"flux\": 1}, \n", " target = basic_target\n", ")\n", "print(M.parameter_order)\n", "print(tuple(P.units for P in M.parameters))\n", "M.initialize()\n", "\n", "fig, ax = plt.subplots(1,2, figsize = (14,6))\n", "ap.plots.model_image(fig, ax[0], M)\n", "ap.plots.radial_light_profile(fig,ax[1],M)\n", "ax[0].set_title(M.name)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "PY39", "language": "python", "name": "py39" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.5" } }, "nbformat": 4, "nbformat_minor": 4 }