notebooks/04_Gray_graphy.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "# Gray graphy"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "source": [
    "# \r\n",
    "# Based environment:\r\n",
    "# \r\n",
    "from __future__ import print_function\r\n",
    "from  matplotlib import pyplot as plt\r\n",
    "# %matplotlib inline\r\n",
    "import cv2\r\n",
    "import numpy as np\r\n",
    "import pandas as pd"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "source": [
    "image = cv2.imread(\"../img_source/must_logo.png\")\r\n",
    "plt.imshow(image)\r\n",
    "plt.title('Original')\r\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ],
      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n<svg height=\"263.63625pt\" version=\"1.1\" viewBox=\"0 0 264.29 263.63625\" width=\"264.29pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2021-08-19T10:04:53.989318</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  </rdf:RDF>\r\n 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2kJbypSH3ohKApJx6U1EdJcqgaM7bUkV+2kX9mmbkmdEzWMLUnTCGkp5c6vL+GB+bM5b8M/ifMRGiH4cuh17I0dg8XZyMVrHuLWby5n1MEvEYqCQCHAXg1AtX+cuosiE1+7r/0cfSp3ENRSgc7jaLeCqRXbCLDVoJU9uLUG3pzwd74d+GeyCpfRZArhYMQQEILEmr1klK7DrTHwTdZV7Rb4aJhczcze/C80sofV/ebwQ+ZFeCQdo/K+ZN7aR9F4e8k8FgKnzsziQVdy1wXfs3foOVwzUcftUyDiBKMLJxN+d2s0IdR8xKvHgiU2glfGPMB3A/+ES2PsSjDfw6eRPd268216fxZk38ydX1/K5D3v882gqygOSeuVqC6tkTX9ZtOvfBNjcj/n86E34tRbqAhMwqHzw+xsQudx+LLvY2kwhxHeXMxfF56Hv6OeAFsVBWH9uW3eqs5BasClNfHCtP/QZA71rZkUCkMz2RM7pn2bRlMofz/zQ+ZueoqM0vV4JQ2bUs7Ao9EhyR5f3C1UDVYLgd7tILpe9WJO3PcRY3I/p9UQyJ7YMfxz5n9xawwMLvgBSfHi0hh4b+yDfDX0WoyuFtJL15MXMVg9lqKQnb8Yo7uV/PBB7I8Z1f19UhRGH/yC1IptNJlCeHfcw5QE96VP5XZmbf03q/vNVWOXx/FDlwal8sSMd5mS+C4XWx7kH2HlvLIGNhf+/mQXfldEM+ng3MFw9mBBbsoEHpv8rx4zJAD8HXWcvfk5jJ5WXp/4OLLQdd5ACDb0mUlO1HAyStdx1tbn+c+U5/FqdN0er22fFennc+bWf5NctZOsouVsTDkDr9DilbQ4dH7tD5LN4E9ZUB8imgpJqdqBR9LRagyk1RCAwW3rQjSEoNYvmmdPexWTuwVAlTboGDMTghprLC9Pfgat7FaDzm0vEUXhyTPexuJsotUYAKjTsW8HXkZqxVZi6g4S2lyKn7O+/eVj8NjU/EZJx4ej7mV+9i14JR0JNfsJbyrm68HqWk5SZDJK1wOwO26c6sXtBmZXE2dveQ5J8bA84wKKQ/qhCA25kcN4+vQ31TnD8Xp/hcCtNbJ40JXsjx7FNT/cwj1+y1m4Q+bjbWD/HaVy/W6IFuUPN4yDzFQTXw27ng9H3UOrIbDXH61PxTbO2fQUspDYknQa2xKndNneofPjyyHXkV62gVN3vU2tXwyfjri913hblTWez0bczlXLbufKZXcQ3FLGwKKV+Nvr2Bk/EafPre4VWjakzqQ8MJn8iCwOhw2gPDCJJlMIbo2x22OrmSUabIaA3m+IkPBoDF32tRus2A1HJLRcOhPzs28FFHReF37OBkKaS/FKOhQhEdhahcndwoLsW/hk5F1qpYEvA0YWQq0AEALJ6yGwtRKAgtD+3Y9JURidu5CUyh14JD274yYgFAUFdXrdU5C9Lc0LoDA0s1vvZEFYfx46ez7nbfgnZxmfIzXcxr9XQnlj77fpZMFJTzQB9I+GmyeBIT6Wp095mjX9Zh87sxzYHT+edalnMnH/x1yy+n5yorJpPTp1SQiKQtNxa/ToPQ4uWvswQa0VvDnh76qHsDuyCcE3g64irjaH6Ttf4+YlVwPQaArji6HXd3LEfDH0hl9fH+Ro+Epb3Foj9dpI6i2R7V9VWeO5dd4qWozBuLUqcTWym6zCZVQEJlES3LfL4XpyNFmcjT5r5kVSvNyy+Aqy8xfz3tgHqLZ2HzsEdR157oYnGFCyijsvWEaFL5Rw9DXYjAG8M/5hDkYO4eplt/GYtYjnlsOu0pO/qPKkdoZoBEzPhAdOh+b+o/jbOYtYlXZOV5IpChqvG397bScng0fS8/6Y+6m3RJJWvonTd7wK3bjxG3wKVADlgUmcseNVbll8lepY6MET6dIaeeWUp3nq9LdYlnEhC4feyN/O+ZrdceM6eeKUtoz3k1TeQJE01PtFtZNMhWBZxjy+HHI9dr06RfRqtFQGJAIw/NAiTK7mdmeKeiCFsbkLSK7aRbMxmP3RIzG4bYzOXahu2wsimgrJPryEWr/oTi+B7iBLWtb0m8N95yyiof9Y7j9dcEZmzwKzJwtOWotm1MKFw+CsIRrWDLiAV095qks5Shv8HPVcsuZBkqp28cjZn6kxKPB5/tKYn30Ll6+8hzmbn2VjnxkUHVW24tD50WoIwGqvZcmgKwhuKefMbS9iddTy7PTXqLQmdDudcelMLMucx7JM1eXe9vnvHV6Njm8HXtbpMwWJ1WlzGX3wC0bmfc3jH5/KofAsPh1xO+VBfbA4Gzhry/NIipclA//Mf8c+wJCCpUQ0FlAcnNbzyRSFMTmf42+vY+n4S9un3ShKe6V5F+eJEBSGZvLQ7AVcuewOrtK/T1SAh/c2qyKxJyNOyvdAkAnumAizRpj4dNxf+ddpr/RIMoAAey1jchYwoHgVF6z/O1LH9CQh8U3WleREDSeotYKL1j6M1tt5Fe3UmWgyqeT0c9TzxoR/8N7YB8koWcf9C2aTWL2n5xibEPBLW602y9Hdf78Ujoq1IQTrUs/ki6HX4dIaSSvbSP+S1ep9UxTGH/iMxOrd1Fsi+Gbw1Th0FtalnsXnw25GkXoOghndLZyy7wPcGgMVAUngC8KHNRVz/+dzuGnJXwhuLut6rULQaArl+Wkv8fG4vzEj28TNk9QUvJMRJ51Fi7TAzVOgT58gXpz8FN/3v+SY67HSoD68N+5Bbvj2Os7Y8Qo74yewoc+ZHXIEA3ln3EM8uOBsRucuZGS/r1jTb077915JR7V/LGnlmwhvLMSj0fPJiDtoMIdzxfI7+dPqv/H4zPdwnGiZyLHg099QBU/tmJ3N+Dvq8LfXYnXU4edowOxsxOC2YfA6kGRPewGmV9Li0ppw6Cy0GgJoMQbSbAym2RRMiyGIVoMVl9Z0JNb1M7wE3FoTr098gmUZ88gsXUtZYAqthgD8HPXM2voCkiKzPWEyVda44zunopBZso7E6j1oZRd3f3URH4z6K9uSpnDL4qvIKF1HrV80iwddTp1fVNf9fbOKD0ffS2VAAlfrbuUecx3Pfg/lLT/5cn9WnFRESwyG+04Fc2I0T5z2KptTpnddePtiY+0Fi7637g+ZFzGwaCWT9/6XK5ffSX74IKrapnxCsDNhEssy5jF952tcvOYh9sSNa7eSCoI6vygUILypWC1n8U2fDkYOocoaj6MHd/Zxw1elbHY1EdJcRmxdDvG1+4mv3U9EQwHBreVYnI0Y3a1ovB40ipeOS/yjH9mutkzglTR4JR0OnZkWYxC1ftFUBCRRHNKPwtAMSoNSqfWPwa7zO7J2PEF4NToORg3jYNSw9uvqV76ZiMYCAMYcXIjmKw8Lsm8hN2pYry9JSfEydc+7uDV6DkYOpV/5Jq5edjvNxiAC7NWUBabw1Iy32RczutexypKW7/tfTIMlgpsXX8mjphIe/Q4O157w5f1iOGlUsBKC4b7TQJvShyfOeKfbgKiQvWSWrmX6zjcIaypib+xYvhp8TfvbLqypiMc/nkZsXQ7LMi7kmdPf6BSrimzI58kPTiG8qYiPRt3N2+Mfac9SOHvL81yx4k6KQ9K44dJNveYkHhd8sm+BtioSavaRUbKOtPJNxNfsI9BWhcFXPQ1dSfRzou3HVYSEU2umzi+SwtAMDkSPZF/0SIpCM2gyhfx4oVdFQSO7SfcVdQ7L/xaDx4ZNb+UfZ37Apj5n9LhrdP1Bnnt3NLviJ/DM9Ne4bNV9zNz2HwAOhw3giRnvqvmibeNSFFIqt1MRmEyrIaDbBIW08o3c8dWlKPm5PLbk5CHbSUG0xGD462kg9+3P42f+l8NhXYPQkuxhxvaXuWzlXzG7mto/Pxg5lH+c+QGlQakAjMz7inu/vACN180Lp77IkkFXdPqhZmx/meuW3oDNYOXfU19gXM589sWMoto/jitW3M1XQ65hwbCb8WiPilEdDxQFg9tGXF0OWYU/MLhgGSlVO7Daa9DInl+UUCcKBXXK3GAOJy9yMNsSp7IzfiKlQantFdgndkBVlzKjdB2zNz9LZEMBd5//HQ2WiB63P3fDP7l0zQM8dPYCbAZ/7lh0GZEN+eyNGcNTM96iLLBPp9+uf8ka7v3iAlamn8urpzzZfdW6r4znri8vQpe7i78vgfyTgGy/OdFGhMNNU6AhfTD/OPMDioP7dfummnDgE25b9Gf0Hgd74sZyIGo4U/e8R6Ctkp3xk3ho9gJajYFIsocrlt/F7M3PUu8XyT3nLqEgbED7MY2uFh75dAYDi1filbRoZA+lQak8PHs+LYYgavxjTuwhUxQMHhtJVbsZlfcl2flLiK09gMFjP6mIdSwoqFkohaEZbEo5nY19ZlIYmtF9aluvB1LQyi4CW6uo8Y/tcV+Ts4ln3h+PLDR8NOpurv3+JoJaKtiadCrPnP4GtR0rLxSF5Kpd3P/5bIQCD8/+jEPhWb1WZsTUH+SeLy8kMHcrT6+E7YUndDt+dvymREsMhsemQ316B6vUzc0TspfbvrmcqXveZUX6eTw/7SVaDQGMzZnPPV/NQyN7eOHU/7Ao6yoQAquthkc+m0Fa2Ua2Jp3KI2d9it1gRZI9ZOcv5qpltxNbl4ssNOyKn8A74x5mf/TIXr1jneCbFkY15DM69wvG53xKYvUe9L8zcvUEBXDqzBwKz2Jl+nms7zOTKmv8j17XdT2BQnb+Nzw4/2z2xYwmoWYvVkcdK9PO5cWpL6iVBx1IFtmQz/2fzyWkpZzHZn3IrviJx+VoiWo4xD1fXkhwzmbuX/TbWrbfjGhtazJ3+mAem/VRV5IpCn7OBizORiqtCUQ0FnDLkqt4btrL7cq9wS3lvPRmFoG2KrYkn8bf5n6lLr4VhYzSdTz82ZlYnA28O+5hPhp1N2ZnM09+MImUqh1UWeP5eOTdfN//YjVYfTwPkM96DShezam73mZIwVL8HXX/E+TqCQqCRnMom5NP47sBl7E/euSPm1p2gCR7uPvLeUw48AmKkJCRWDLocl5rk0HoQLKg1gr++sV5JFXt5ukz3mJd6qz2vE6d10l8zT7aNFq6mwlFNRzir1+cj3H/1t90zfabEK3jmuyRsz+lpJvpor+9llsWX0l0/SEeOftTSoNSCbDX0GQKafdEZpas4Z8fTkHvdbI7dix3XvBDuyqwUGTmbnyKP6+8F5venwfnLGR33HjGH/iUwYU/8PHIu9S4zXESzN9Rx+jchZy+8zX6VGxHK7v+pwl2NBTArTFwIHoEXw++mk3Jp6v5mD+CcDF1OTz37mj8HXV4NHo+HX4bH4y+T5Ve6EAyi7OB2xddxpCC73lpynN8O/AyhCIT3lTE8EPfMP7Ap/Sp3M73mRfxn6kvIHc3I/FNI+/7/Bx0ubt+M7L96u79CAv8dZrqXXxk5n+7JRmoYjFxtQeIr93PLYuv4JGzPutc2q8oDDm8FJ3XiQLkRA1Xs9h9UITEV0OuZWDRSobnf8PVy27j3nOXsLrfHNb0m9P9j3I0FAWrvYZJ+z5kxvaXiavLaS/q/P8GAei9TgYUryKzZC2Hwwbw1ZBrWZ02l5ZjJHd3gqIQU3cQrezGqTPz3pgH+Dz75i7ZHwaPjauX3c6w/G95d9xDbEw5nbE585mw/2MGFq0kwF4LKGxNOpV3xz3U3gm168DVcpt/zvwv938+h7tPPchfv4KaXznO9qtatEAT3H0qxKdH8+hZn7LvaBe+ohBgq8bfUU9JcF/SyjbywOezCW6pYFHWVbw49flOFuu+hecwLmcBLo2Bu89fyp7YsSAEQva2W7342n088tlM9saM4aUp/1KrgI8FRcHibGTi/o84e8tzxNbmIpD/X1mwY0FBlWsoCBvA/OxbWNtv9vEJIPnWt4MLfsDfUc+qtLldYm1ar5M/rfobszc9S25UNgVhmQwu+IHwpqL2TjkAB6JG8MjZn3Z2uvQkCOTTrbxv4TmU7S/hH99B/a8oAPSrEc2ohRsmwIisIJ6Y+R6bUk7vcjMCWyu58+tLiGw4zGOzPuJQxGDG5XzGHYv+hFBkHpr9OVuSprXP0W/89hrO2PEKVdZ4rr1sO82mYCTZw7kbn2Rb4pR2fY+Y+oNUWeOPLTWnKOi8DkbkLeKC9f8gpWrH/1sLdrxQCafhQPQIPhx9L9sSpx6fZmYPhJBkD3M2PcufVt2HVnahCEkVoPVp/LcarMTWHaQoJI2HZ89X8yh9z4Pe42DmthfZHTdeVeLqhmzD8pdw91cXsWVXHf9a/uvlRv4quY4aARcOh7H9Tbw6+Sk2p0zv9ocwuO2EtJQRU3+Qe7+8kKTq3aztezaLB12B3uNg2q43O4norOk3B5fWiNVeS7/yTejdNqbufocL1j3G9d9dp8bbhKA0uK8auO7FHSwUmb4VW/jbwnO558t59Knc9gfJjgMC0CheMkrXcf+Cudz51cVqbdmx7l03uaFCkZm6+x0uXvMgWlnNR7Xp/dmSNI1np7/OU2e8hUb2UmWN48kZ73QimdnVxDU/3MzlK+/hzkV/Iq4up9v8yC3J03h58jOMSjdx0bBfL+v/F7doArUd0jUTNXw67j7eH3Nf56nCUTcjsWYPf114PvG1+ygMzeDRs1TP1PPvjKTaGsf9c7/EprfSZApBK7u5bukNTN/xGi3GICoDEoiv2Y/e6+TbgZfx3LSXjt0yybcOm73lOWZu+w9+jvo/pog/AQrQYA5nQfbNfD34mu4zOLrdUfUUP/LZTHQeB/nhg1jb92w29JlJWVAKIS1l3P/5XMKbinh85vtHinh9nskbvruO0blfIFAJvj96JA/Pnt+t3KAke7hg/T84b9XDvLLSwzd7fvlp3S9OtAHR8MAZsGnIRTx32ivtcmQAbX3ETt39NqvSzmlX5E2u2sVfvziP2Loc8sMH8fmwm7hu6Q0A2PRWnDoT84ffyjeDrsTkauHKFXcycd/HGN2tuDQG1vSbzUtTnuscj+kGkuwhq3AZl6+4h5TK7Ui/fZLM/wxkIbEvZhRvTHycfTGjjt17QFEIsNdwyt732R89kvzwge0CsAH2Gu7+8kLSyjbx7PTXWJU2l7buplENh1Sx1+KVtBoC+HLIdUzZ8x5hzcV8PuxmXp78tLrtUdC77dz47TWM2vouD3+jsLP0l7gLR/CLEi3CCn+fqRZtPjj78y6lLhqvm0tW3885m55ie+IUHjnrUxx6P1AU+lRu469fnE90fR5enzpwYUgGLaYg0ks34pU0vDvuIT4bfhvCl3YTXZ9HjX8MeRFDel+P+dz15254gjO3/Qeju+UPK/YLQEGtnJg//FZVwbmnivVeYHY2ccviKxiRt4hXT3mKRVlXqYkFikJK5Q7uXHRpe3nO89NeZn2fmcxb9wgXr3mInKjh3HrR6u7FgBRVMeyBBXMI3L2Gv34F5U1dN/u58IvNUE06uH6CKj/w3LSXu5BMKDLTdr3JnM3/QkFia+KpR4r+hCAvYgiPz/wvlQGJaGQ3Nr2Vf01/jXvO+5bPht+KRnYzb+2jDChejVfScihiMKvTzmF/zOhjrMdkUiu28vBnZ3LOxicx/UGyXwwCsDgbuHjNg/zt8zmqvuQJ1NDpPXb+vPIeRh38ko9G3cPirCt8JJPJKvyBBz6fTWL1bsqC+vDYrI9ZlzoLgUJkQwGgish6e7KkQtBoCuO5aS+hS4jn+olgPg5xrh+LX4RoQsA5Q2BgsolXT3mawx1yDQFQFIYe/pbLV96DVnbx9ZC/8OXQazunQAlBTtRw/jnjPar94zC7mrhy+R0E2Gr4eORdlAemYHS3MCZ3wXGPS+t1cdqut3j00zPIKF33x1TxV4BA7UI6pOB7HvtkOuMPfNq5MLcXpFZsZeK+j/h68DV8OuJ2vJIOIXsZf+Az7v3yQiIaCzgUkcXDZ8/3tRFWGH/gU8blfIZHo2fpgEt6F9L1VWq/csrTZCabOW8ISL/QW/cXIdqwOJidJfhy2A2s6Te7i3UJbyrk+u+ux89RT0VAIp8Nvw2P5HudKDIGdyvtwqSxY3hi5rvU+kWTUbqOu766iOH5iwm0VaEgVJmBY0FRsDjquWrZbVz/3bUE2qr+sGK/MgRqD4DbF/2JS1c/gLFNc6QX7I8eyQNzFvL2+EdwawxovG5mbH+ZWxdfQYCthh0Jp/DQ2Qs4HDYAgcK4nPlc/931GN02lqefz+bkriGkrgMTrOt7Fl9k38SsLIlhiT/bJXfCz060cD+4ehzkpkzgo1F3dysx1mAOZ3nGhbi0RiIbDnPjt9cS1lwMikJW4XIe+XQmfSq3tZNtV9wEnpzxDnWWSPqXrOH2RZdhdjaxpt/szmUw3UFRiGrI576F53Hm1hfRe/9/pU6dTBCA0WPn3A2Pc+fXf1Lly3shmyxp2Rs3DofeD73Hwby1j3DVstsxultZlTaXf5z5oW9p4WHazje5ZfGV+Dvq2J5wCq9NelKVPz8OyJKWT0bcSU7KJP4y+pdRRP5ZnSF6CW6dBIOGRXLveUu6rSsDfMWCHqbufocrV9yJn6OegxFD+HjU3Vy+4m6iGvJZnnEBT57xzhExU0Vh6OHvuPPrSwmwVbEy/XxeOPXfaneWXpwe/co3cds3l5NQs/cPgp1EUNPmsnnm9DdUnchjWJ4BRat45LMZmFzNHIgazn3nLqbZGERwaznnrX+c03e8hs7rZEvyaTw7/bXOZTbHNSCFxOo9/P3jaezZVs5TP4DrZwyj/qxEOy0Drpuk5ZVpz/P14L8c80KFIjP08HfcuOQvRDQV4pF0aGU3RSHpPDD3S8oCU9pjJZLiRRYasvMXM/zQN7w9/tHeYzSKTHb+Em5echWhzaV/kOwkhILay+CpM95kT+y4Xp8XjdfNBev/zoXrHsUraVmecSF2vR/D8xYR3ZCPV9KwLHMer5zyNM3G4B9dLT5952tcu+R6Xl7mZtG+Y+9yvPjZiBYTCE+cBQeGzuGfM97DpTMd+bKn/DPfd8lVO7l18RWkVmwF4JMRd/L2+EdVa+ZTzZ28933eHv8IdZaodtL1dDOF7GXCgU+4/rvrf7dlLApq95iCsP4ox3hoJFmmT9V2jO7fX/c+Bai3RPLM9Nd8aXk9r2Z0HgdXLL+LM7e92CnnsdYvmo9H3s3iQVf85BIencfBnV9fSuaWT7hrIRQ3/OhDdcLPQjStBHdNg4ysGO46//suGfkWRwMT93/E7rjxlAT37UoSRSG0uYQbv72W4Ye+wa3R89mI2/ho1D1ENBbw0PyziK4/xILsm3n1lKd69SRJspdpu97k6mW3YXI1/25JZtf58dxpL7O+32y0ci/d+AS4hZYL1j7KeRse94n6/L6gAM3GYJ6f9hKr0+b2+vvq3Tam73ydcTmfoSCxI2ESyzIvaq9RPL4TqnFUp9bc2SD4voupP8g/P5zCoa3FPPo9uH+GKeTPQrTxfeC2aVpePe0FFmVd3YVEF6z/O5euvp9WQwA74iexdMAl7I6b0Hnq58uY//PKe5i+8w2EIrO63xwiGgtJK99IfvggHpiz8IiyVTeQZC/Td77WvmD+vZKsxRjIy6c8y84B83jez0Emjl63/0qx8s9GN/NW3MuMHa+g/R06fNqC289Pe5GV6ef37pb3CQKB6L45fS+QZA9DCr7nzyvvZVnGBcwfflu3SmvTd77ONYuv5dnvPCw/+KMuqRN+cj1akFltZ7snWe0k2d1F50YOo9kYjNVew9jcBYzK+5Li4DRWZJzPqn5zKQ9KQRYaWg0BvDz5WSoDEpm39hEmHPgEUHt9PX36G72STPgs2e+dZMUh6fxnyr+oSJzIG4Eyp1v8kETvbrC+ioKi0fPk5CfJiR7OvLWPElOX+7uKE7YFt2/89lpkoT2SZtXtxuLYOaxHw1eCdf4G1XFidLcgI/h24J+7lk4JwQ+Z8xh98AsubljEztKf3lP7J1k0AVw2Ck4fE8Q9533HwcihPazDZMbmfs4t31yBn7MBu86PqoB4ousP4dBZ2J44haUDLmFP7Dhsen8kRQ1KXvP9TWi9Lv458z02pZzRM8kUmUl7P+DG767B5Pr9ZXqob/MAvu9/CZ+OuJMEawgvBklkm/SI43xbexSFxQ6F+xoVSppqGL/vI07d8w4JNXt/VxaubRr55Blvs7HPjJ+uUeJzpA0qXM4VK+6iT+UOPJKWdX3P5q0Jj3ZW2jpqvz6V2/nHR6fy3fpaXl93QkktXfCTiJYaDo/PEiyacBdvTXisV3MvFJnJe97jhu+uw+CxszLtXFamn8eE/R8z9PB3mFzNFIWmsyL9Alb3m0NFYBLppRsIay5mZfp5PR9bURiZ9xV3LPpTl8z7FkMgspAwuVvQeN2/io7i8UJBrQKvs0SyPvVMvsm6iobQdC43urktyEiYVnvcJGs/pqJQKyu83+LldRsUOuwklW9lVN6XDCpcQVRjvvoiUk6uIta2B1B0+LveEsHfZ33ErrgJP55svsqMczc+yYztL2FytVBtjePdsQ+xPOOCY9YnCkXm0tX3M3PF3/nrFwoHKn/cMOAnEE0rwb3TICG7H7dfuJz67iSbj4Ike5m57UWuWH4XWtnNosFX88aExwltLuGUfe8zcd/HRDYepsUYxObk03hrwmNqi9he4mQZpev528K5BLeUd3l4Phh1L4sGX01wSzmRDYeJaswnsuEw4U1FBLVUEGCvxeRqRu91qLqLHWqofq4HsaOAqVtjoMUQSFVAPIfCs9gVP4E9ceOQLKHM1Lm43l/LALMRCXHCJOt0TkWhUZZZbffwiU1htVui1uUioKWMhJp9JFXvIq7mAJGNBQTaKrH4ZMe1sgdJ8Xa6D23oaTQ9PTwKaicdWUjIkga3xoBbY8ClNWLXq01Fmo3BNJlDqTdHMLjwB/r6vM5tx60ITObB2Z93TeHr/qIJaSlDKDI1/rEIRWZg8UquWH4XqRVbkSUt61LP5O3xj6mtqI7z/ga2VvDUB6dQunk/j34L7h/pa/rRa7Rh8TAsWcOLI+/s0mpHkj1ova7OYiuALGn4evA1GN2tXLL6Qc7Y/gpujYE3JzzGO+MeYeGwmxh+aBHTdr1FSEtZz/3JoN07dOs3l3dLMlBb1er9IzkjKpZC73DyPQrrZWiSZdweF1qXDZOzEX9HHQG2GgJsVQTaqrHaa7Daa/FzNGByNWN0t2Lw2NF6XWhlNxrZQ5s0uYB2LXyvpMOhNeHQ+2HTW2k0h9JgjqDGP4ZqaxxV1jgaLBF4DFYCNRr6a7zcr5c53QKJBr+fTLA2CCEI1GiYYZE4wwK1Hi97XVo2BcSyNTyWPd7T+F4W2LwyeJwYXM2YXU2q1r+rCbOzWSWfx4be40DvUV9EbSQUioIsaVQSCS1ujV4lktaAU2vGqVN7Ajh0ZvV/9f44dGZcWhMerRFZo0OStOg0WgwoVClaAhZf3oloAlVZ+rZv/syDsxf2rrepKAwoXsVN3/6F8sAUnp/2H2Zsf5kzt76I2dVEjX8s7415gGX953XVqVQUzK5m+pVvYlfchC7dXhvMEXw08i5uqrmC4Qke1ub/uN/kRxHNooNLhsLBuNGsTDuny8BH5C1i9uZn+WTknWxPnNKptN2r0TF/+K1YnE3M3fgUs7a+gEtr5L0xD9BoDmNp/0tZmX4eBrddFX3pDoqC1V7LzUuuIq7uQK/WJ1J4+LtVg04I3AhsMjQoGqq9Rsq8RsrlYEo9iVQqEpUeL+WKhgNeL81IOBVwyR48CsiKolYNy16E4m0nGqjWShESSBqE0KBBQSdJmCUJq+IhXCPoJ8lM1yj01Qr66gQJOolAjQ6N+HnI1R2EEGqOoU7LRJ2WCWZF1WyUZRq9MlVehXKPnnI5jApPEDVKMo1INLjdNAstDZIOp+zFKct4FQUZaLN1EiAQaIRAL0noJA16FIyymxBkLFot/hoNfrKLAEkiWKvFqrgJ0mgI0Ej4IxOglXDKCpN7UKUSqInF1y+9jn/OeK9TJ9Oj4dHoCWqtJKbuIM/8dzxhTUXIkoa1fc/mrQmPHanGboNPrm7o4aWcv/7vJNTs5aHZn7Mj4ZTO2wnBmn5zmLb7bS4euoIdJdD6I1r6/iiije0DsTEGHhl1d5fmDzqvk5nb/8PA4pWklW9iXepZfDj6HgpDM9vXWR6Ngf+O+RtmVxMztr/M3I1P49Sa+XjkXXg1OlxaU3vRX3fQeZ38eeU9DCxaddxTPEkIDIBBA0FAkvbInuoiV0FGgwy4FAk3AocCdlmDE4FTEThlGafsxeV76NqgURR0AvSShFmjwaTIGIWCRSNhQIdekmjL+PylSHU8aCOeSaPBpNEQiY6BHb5XfKt9Bb26hgRkRSArCnLbS6XtWL7/L1DvrSQEEgIwIDgy1RSi4++o6fLvehmE6Hn1IoCReV8zb92jvDX+se77iwvBgegRzM++hUvWPEhEUyH15nDeHfcQS/tf0mVmJcleUiu2cP76x8nOX4zO6wTggvV/Z3/MSJy+ppRtcOgsfDTybh4o3cD4Pg4W/4iMkRMmmkUPZw2EHUlT2ZEwuYs5d2sMvDT5X5y/4R+MOzCfifs/ZHDBUhYNvpovh1xPvSUChMClNfH6xMcxuVqYvOc9Llz3KC6tkQXZN/fagUQoMtN3vs6pu99ptyg/FeolCDSoP7+u4zVpjn44jkfN+DgVj08ytL0EROcPf5OxdISkyMza+gL54YNYlnFht2NShMTCoTcwpOB7BhSvojgkjR8y5+HqVNEvE9WQz9xNz3DKvg8wOxtx6PzYlHIGA4tWMKB4FWNyPmdZ5rwuVm1nwkS2JZ/KWYO+ZPUhaHGe4DWc6EWPTYGoSLOvoXo3sQwhKA5J45npb/DA3C/YHTcef0c9F677O09+MImpe97B4GoF1E6bL035F+v6noXO62TG9pew2ntRt/TpSlyy+gG08kna2vEP/CLQexxcsfxOkqp39ehntxkCeG3SEzSZQkgv28Cw/O9oa9gY0FrFBev/wdPvT2DG9pfQu21sSZrGX89dxN9nfcjiQVegkT2ct/GfWO01XY7tkfR8OvwOIiIsjO9z4uM/IYtm0cNZg2B78qldNRk7Qgi8Gh3bEyZzIHoEk/Z9yDkbniCu7gC3LL6SyXv+y/tj/sbe2DG0GAJ5btrL6LxO1qWe1a4b0gWKQqCtimuW3oS/o+5Er/MP/M4hgJCWMq79/mYenP05rcbAbjYS5EZl8/7ov2H02NiaNBWju5VxOfM5Z+MTxNfsb58F5UZl89hZH2PTW0EIvhx6HRMOfEJU/SH6l6xhXepZXazagegRbE05jVmV81l58MTWaidk0camQFSEiQXZN3dSBQZVkzGtdD06j6NTErFd7883g67k9nkr+HTEHdj0VgYX/sAjn87gxm+vIbo+j0ZzGP848wOWDri0R/JqZA8XrX2Y1MrtJ1UM6A/8ehCo5TJzNz2N6CH/UxESXwy9ns+ybyWjdD2PfnoGtyy+goSafVRZ4/l68DU4tWb6VG4jo3Rd+37V/nG8PvGfPHrWp2xKPr3bY3slLQuG3UREhPmErdpxE83ss2a7E09hf8zILoToU7mdxz45g0c+m8n4A59icTR0IlytXwxvTPwHd52/lDV9Z6OV3Uzf+TpPfTCR2Zufxak1dy+iAj5P5tdM2/XWz7Yu+wO/T0jInLXleQYWr+xxCqlIGuJr93PPlxcyoHgVDp2Fz4bfxm3zVvHSlH+xtu9ZaL0uxh2Yf0S7UwhWpZ3DppTT1d543b3whSAnegQ7Eqdw1iCwnEALveMm2pA4iAnT8+WQ647IDnTAjoRJLM+8gKyCH7jny3k8/f4EZm/+F6HNJapbXAgUoeFQhNoH7bGzPiY3chhBrRUk1uzttRQkpKWMP6+6F73HfvxX9v8QiqK0//e/fE6zq4krVtzd6xKiKDSDbYlTATgcNpB3xz1EdUA8HknHB2Pu44VpL/HaKU921uw/Wla8G3gkHV8NvY6oMAND449/zMe1RtNLMCsT8qKHsSu++5QYj6TnnXGPEF+zn0FFy0mq3sVVy25j9uZnWZl+LksHXEpRSDqy0ODRGljf50x2x41nwv6P2ZY4pVvJA1CD3+dt+Cdxtb3Hy34tKIpCS9luPI4mApNGIY63p9pRx1D/Ibcnzv5Ut7/scVK5Yz51ucsIzZhO2ICZiA7T++M5vqIoKLIbZBmhVd30PU3lFUXB2VhGxdYPcbfWEjVsHpaozF8lfCGA1PItnLXlBf479v5u0/M8ko6PR93FkILvSCvbyIi8RazyxXyLg9M6qRxrZDehTSUkV+0ktKUMr6QlP3wgeeGD1VnWUWu13bHjOBg9nDMHrGZ9/vFlixwX0VIjoG+0xIuDrjgiCdcGn64HQtBsDOKFaS/y6KcziGzIp9UYSFlQCmfseJXTdr7BluTT+CbrSvZHj8KlNdJiDFLLanwX0AWK4utF9tZJQTIA2eNg34dXYqvKZfA1iwlIHHFCD5fsddNavpeKbZ/QXLINU2gKMSMvwz92CEL6cRIuiqJQtvFtDnx6A4rXTcXm94nMnoc5LNVHggvxixmE7HFir85DZwlGb43qMu6G/LXkffVXvK4WwgfNJnbsX9CZg7tspygKrRX72P3OPFpKdwJQs28xw25cjs4c9KOu4UQhoTBr6wusTz2TvIjBXZ8fIcgPG8h3Ay5jzuZnOH/D42xLmnpE+kJRMLqaGVzwA9N2v0VmyVr8HfXt6WdOrYk1/ebwnynP0WIK7nRol9bIN1lXcmPRWtIiZHaXHXu8xySaQJUoqAtLZkOfmV2i67F1Oeg9DgpDM/FKWoqD0/j31Be494sLsDgaKAjrz5sT/sHUPe8yJvdzRh9cSE7UcL7JuoqNKWf0KkdgdLdw8ZoHMbl/5R47vUCg/kgeewPFK58jIP490HS+jR2nUUc/pI66Ira9OA1XS1X7ZxVbPiBxyp3ET7wZSWc8caugeKnasQDFq4Y8ZI+DsvVvHDn+1o8YfPWXSDojW56fhM4czMDLP8EvemCncxmsUbiaK7BVHaS5eDs1e76m39znsMYPQ/ishqIo2GsPs+fdS9pJBtBaeQB7TT66+KEnNvafAH9HHRetfYjHZn2sankeBUXSsHDYjQwu/IGdcRN8CXNHatLmrX2EfuWb0MgeZKGl1hJFZWAiBreNxOq9nLL3faqsCbw9/pEuVm1TyunUhPbhtPRc9pQfO7P/mK/QMD/IToCVaeeqEtsdIBSZ832xiXu+vIChh7/D4LGzJWkaH4y+D1nSMH3H68TVHeDFqS9w88Vr+WD0fQS1VnDrN1eQnb+k5xMrCpP2fURmydqTxpoBCK2BwOQxANTsW4KtunNVoKIoNBVu4uAXd1Kx5X1cLTWdiKfIbrxHSQ547A0cWnQ/uZ/fhtfVesLrHUX24rbVAyBpDfjHZhHafyZBfSZgCknGY2+g4PsnMAREYw5NwVady4FPrsNecwi3vZGWsj3U7FuMpNUz9PrvST//JawJw2gs3Mj2l2dQ8P2TOBpK8DiaaSzYwO63L6C5ZFuHmyKhNfihMVh6GOEvAwFk5y9h+KFFPT7pVdZ47j7vO1495SlajYHoPXbmrX2Ev30+l4zSdbg0Rtb2PZuHz/6U6y7byp0XLOPWi1bz6cg7EMDog59j7OZF32wMZmX6eQxLUJXfjoVjWrTRyaAPDGB5xgVdLI8iJOYPvw2bwcq4nPmMzFtEbuRQFmddwfKMC0io2cPUPe9xxfK7KA5OU1v7jLqXRVlXk1W4rGteWQcEtVYyd9NTnbQhTgYIIQjPmkPJmpfx2Buoz1uFOSLtiGVQFAq+f4KqnQtASFgi0kiedh/hWbMRGj1Co0NIWrTmICKy5uBqrqZm32IUr4uSta8gNFr6nvUkQnsCLi0EQqtHSBrSzvk3kcMuQNKaUBQvXlcrruZKvC4bGr2Z2HHX0Fi8hYb8tWx6ZjRag7/6vduOOTSFzEveJWb0VURknUPO/Jso3/w+eV/eQ9HyZ9EaA3A2luL1JRyYwvoQMfgcAhJGYApNxhz6IyK5PxFar4sL1v+DHQmTe4ytNVrU2Kwkezhv/eNcsP7vSIrMtsSpvDf2QXKisjtVans0er7PvIhZW15AkmV0XlfXGnchWJF+PrO2vMCYlAYW7Oh9nL1aNIMGpqTCnrixqg5INyc7HD6Ql6Y8x00Xr+fdcQ/h76jj5sVX8c+PpmAzBFDjH0OgrYobv7tW1fEDmsyhrEo/lyZzaPcnVhRO2/UGsXUHTypr1gZr3FCsvimSvfaodG4hiBx2IXr/CFBkWiv2see/f2L/x9fgaq7EEBBN5rw3GX7bRtLPe4kBl31E2rn/RmsKBEWmZM3LFK9+CUU+fqEKIWnQ6i0osoyCgqQzIyQJSaNDawzAFJyIu6WG1ooDhA86G2vsEADcLdXYa/NV4igytuqD5Hx6Ax57A1pzEKlnP4UlMgNQcDVXYqvObSdZUJ/xDLvhB/rMeIzwgbPwjx6A0Pzkgv0ThkANLU3a92Hv8zdFoW/5FmZvfhZJkflyyHU8fPZn7IsZpeZPHvXCbzKF8uHoe3lg7heqqlY3KAlOZXfceCb3AeMxfGK9Ei0lFOLDJZZnXqgyvqdrEBJVAQl8MuIObrloDU+f/ib1lgim73yN4JZy9ViV27l62W0YPMeuCQ9rKuKM7S/zMyrh/Sh4HM3Y6wpxtdQgux0oioyiKEg6I+GDZgMgjor9CSEIH3Q2Q29YRszoK9GZg1G8Lso2vMWOV2dhq8olbOBZWMJTEZIWjc5IzKjLST//FbTGABSvm/zFD9GQv/b4p5BC+CygQuEPT9Nasa/d5e5urWX/x9ey/eUZ5Cy4FUlnInrEpZ12tyYMJ2aUKkTbVLyNupzvAdD7hRM79mqOrkbTmoPpO/tfGALjftMk6TYIRebsLc8RYK/udbuxuQswu5o5GDGEt8c/0msZVpMphE9G3ElpUGqP28hCy7LMC4kL19AnrPcx9voKmpwKjUFxbO8mebhbCEGLKZhlmfNY0282GaXrOGPHaww9/C0WZyPjDnxGfthAPh55V2ed/Y5QFKbvepOw5pLf3JrVH1rF3vcuRdKZMFijMIUkYgxORGcOpqloMwB6P9UqK4qM7HEiaXQgNPhFZZB+3kskTLqFknWvUb7pPZoKN7HjtbPJnPcmQX0mHEniFRIRWXPx2OvJ+ewmPPYGDn5xF4Ov/QadKfDYA1UUZLcaY7RV5bD9pemED5qD1hRIzd5FNBVtAXzbKDLWhGyEVo/icaE1BZJ+7ouYQlNoKd9DY8EGmoq2EJ41FyEEIWmnojH44XU2t58uLPMM/GMGnhQkA/U1EFOXy6S9H7Jw2I09PqttebRV1vhjtwFud/17iGw8jNbrojA0s5tk41OoD4pncp/D7Kno+XA9WjSLHgYnwtakU9Um7UfDl6wpFLn93x0H4NKZ2ZEwmX+c+T63zVvFguybqfOL5OwtzxHRVNjjgEKbS04ad35Q8jgCk8fgbCilqWgzlds/pfCHJ8n76h51DQbqNE0IGgs2sfnZsWx/eQYVm9/H42wBIWGOSKPv2U8x5Lpv8Y8djKP2MLvfOp+avYtQOlZ0SxLRI/9MzBjVgjQWbqRsw9vHZdUUrxuPvaH9b0d9MUUr/kX+4gfVF4IAU2gKSafdh9DoMQTEtBM4fOBZ+McORmsKJGLwXACczUdq9vV+oWhNAZ3OF9xvMr3pL/4WECjM2P5yr0npO+MnIgsNg4pWkF62ofuppqKg8bqJqs/jjO0v88hnM3n+3ZFcseIuteD3KDSaQtiaNI3BSeDXy7K6R4vWNxxCA3Ws7jen3S3acTAJNXuZvvN1IhsOY9f7kRuVzb6Y0ZQE98VmsKr7CIEstBwOH8grpzzN/OxbSS/bQI1fTPcnVRQm732fsOaSnkf8K0Jj9Cdj3hvkLriNii0fqsHco+CoL0JRFEwhiXhdNmr3f0tdzg8EbXyLPjP/rloPIeEfO5iBf/6Yna/PoaVsN3v/exmZF79NaMbp7ZZB0uhIPu0+Gg6torlkB8Wr/k3k0AswWCN6HaeCgux1q94/oxWNwR+tyYrBPwJzWCqBKeMI7ncKev9IhBAYrBGEZpxO+dYPiRpxCQgJIQTG4ERA0FiwEY+tHp0lGNnraQ8bqBBoDJaTxpq1QQCx9bmMyf2cxd31YxCC9amz2JY4lYSaPaSVbeJA9AhkoW0X8AlrKmZIwVLG5C4krWwj/o56QMGtMWJ0t2JyNXeJqYFgddocpux4g7QIN1uKuh9fj0QbnQy1QQnkRA/vMujIxsM8uOBsousP0WAORxYS43LmowhBjX8suZHD2Jkwif3RIykPTMahMwOCGmscq/1je7xZ/o46Tt39Nr/12qwNQgh05hDSz3+FoD7jyV/yCI66zta4asdnxI27Fr01kozzX2Hv+5dhr8mnLncZ2146naQpdxI3/nokvRlTaB8yLnydHa/MwtVcwb73r2DQFZ8RkDS6/cHVWUJJOvVedr99IfbafGr2fEX0qMt7fbAljZ74CTeg8wvDP3ogWqM/ks6EpNGDb4reaX+hIWHybdjrCrDGDe1EdABb1UHqcn8gPGsuzoYSPPbGDmdTaCreRvigOScf2RSZ03e8yvKM83Hou0r02fT+/HPme+i8Tmr9opAUmfDGArIKlzE253PSyzbgb69FoODR6CkMzWBjyumsT51FfvggHLpuwhdCkBs5jOrgJEYn554Y0Sx6GBoP2xMm02LoPG1AURi//xOi6/PIiRrOY7M+wqkzEVOXx4CS1QwsWsGgohWMy/kMt8ZARWAy+6NHsjN+AvtjRlERkNRjFsjwQ4uIrj+5PI1CCDQ6I9Ej/0xQn4nkLryD6t1f0NYMvbXyAAe/vJv0818mMGUcQ65dQv6Sx6ja8RkeWx0Hv/orjYWb6Dv7WYxBcVjjs0md9Tj7P7oaV3MFBz67kSHXfYfeEtJ+vpD0aVgi02kp203VroVEj/wTiF6cUYqMwRqFo6EYhzkIc2gfFBS8zlYURUbSaNEY/NTwgk86wRKZQeZFb6Mx+PuOofimjAooXurzVhGeNZem4q3IHtW5LSQtiiJTsfkDYkdfhTE44aQimwBSqnYyqGgFG1O6kaoTgiZTCEGtFUzZ8x5jcheSUbqOAFt1p2T13KhsXp/4Tw5GDlHLaFCr+iMaC6i2xnUpTG41BLA9YQrD4nLxM3RfFNrtr5cYDKEBGjb0mcHRHidQSKlSMwLyIgZTGZAIQtBgiWRv7Bg+GXE7gbZqkit3Mqh4Jf2LVzEu5zOm7XqT1Wlz+ceZ76N0U4Gs8zqZtuutI9nUJxmEEJhCk+l/0VvsfudCavZ+0/5dxZYPCBtwJhFZc3xW6zVix1xJwQ9PUbtvMVU7F2CrySNz3lv4xw4mctiFtJTtpnD5szSXbKdy64fEjruu/aHVGPwJSBpFS9luWisP4HW2dlkndYSzsYw9/70Md0sVQqNDawpESFr1ZaAoCI0OU0gS6ee/jF9UJoqiILsdaAwdIq2KTMOhNUf+VGRAoT5vZdsNIGHy7dTu/5bmku0UfP9P0s55odcXwG8BjezmtJ1vsjn5NGTRjewBcMq+D7hy+Z0IRcYj6SgJ6ceWpNMwuluZvvM1tF4XOVHD8GgMxNUeIDt/MaMPLiSyoYC7zl9KaUjXUNeGPjOYtu1VEkM87OkmJavbu5SdCM3WSHKjhnVjfQTVvunfqINfkhM9nK2Jp1JvicAraZGFljq/aOr8otmSfBo6r5OQ5lL6VmyhxRiM0p3/xdePOK1s40llzY6GEAKN0Uri5DupPfA9ilet/BMaPRq9uX0bodERkDSagZd9RNWuL8j57CZaSnex8/U5DPjTBwQkjiT59AdwNJRSue1jyrd8SMyoKxC6I2lEUntKUUcFju5hDIwhfsIN5C95BMXrwt3S1c2tNVrVWB2geF3s+/AqGg+vJ37ijUQMOZem4m1U7/6qfXtr7GAU2YujXl0vB6dOInHyHXjsjTSXbKdi60fET7oFS3jfH3k3fxkIYFDRcmLrcikKzexmA8H2hMnkhw1kT9xY1qXO4mDkMFoNASRW72bi/o+Iqz3AJasfJLlqJ30rtmBxqlNnh86PPlU7uhJNCA5GDqXRGsXIuOLjI5pOgqxYOBA1gkZT98GBRYP/wtCCpSRX7eSWxVfSaArjcFh/dsVPYHfceApDM2k2BqlahlojFUEpVAQmtw+qO0zc/xGGk7AM5ui8RXXalY7eEoqzqQy9NZLUMx8npN/UTvsJX2wrYvA56P1C2fPfP+GoK2Dve5eS9ZevMIf1Je2c5/GPGQhCQpY9SL7zuVtrqMtdBoAlMh2NwUxvEJKWxCl3YgyMoaV8D163HdllR/a60ehMGEMSCR94NoaAaN/YNLhaqrDX5pOz4FYOL30cj70J2ZcaptFbsCYMR0haglInIHscZFz4OlpzULtl9TqbcTaUnnREA7A4Gxmbs4APQjK6fd4Ohw3gtnmrsOtVi66RPUQ1HCKraDmy0KDzOpmz+RkAnFozuZHD2NBnJhv7zKAwNKPbczaZQtgfM5JBscXoNndtjNGFaBH+kBgES5Omdq8OLATlgcn8be7XzNr6AmNzFxDeWMjgwh8YXPgDHklHnV8UeRFD2Jkwkb0xYygNTsWu9+/qvfTB317LyLyvTjprpigKrqZySje8RWjG6fjHZiGEUB0Nvoc/ccpdRA2/pMe1ihCCoNRJDLzsY/b+90/YqnLJX/wI/S9+B71fGEmn3oPXZae1cj9CSHjddjXoXL4XIWmJyp4HPTU873gejY6IoRcQ1FSOu7W2nWQ6Syh6v1C17KVtjJIGU0iS7yJlXE2dA0DB/SZjiegHKCRMuoX4iTehMweD4qW1fK96Pq2hPYZ4skEA43Lm83n2zWpQ+igokgaHzkxkYwFZBT8wNndBJy+jS2uiKCSdjX3OYEOfmRSGZuDUmnuNuylCYlviFK4I/pRwfyht7Px9F6KlRgAWC3tjRvd8YCGo8Y/hjYmP8/HIu0iq3s3AopX0L1lNUvVuQptLCW8qYvTBhbi0Rqqs8SzIvpVFWVd1M0KF/qVriWjsObb2m0H2krfofsrWv0HJmpfJuOA1glLGqYFfXyl92fo3CO43Gb+o/r2SLSBxJFlXfcm+j67CY29Akb3ttWzVuxey979/BnxFlL4paUj6NML6zzguh0NL+R4OfHIdLWW78bpsgIIQGjQGP8xhqUSPuJTokZchadVMFnF0po/PxW8OT6PPjMcQGj0VWz6g/tBq0s55ASEEtpoCGg6r5f9BKeMxhf36uY3Hi7ja/fSp2KY2ke/m/oU3F/PEh6cQ3liIQMGlNXIofBCbUk5nfeqZFIT1V8kFx52ssS9mNBo/P9IiW45NtAHRUBmUfGSq18uBAVpMwez2TRk1sodAWxXJVTsZWLyK/sWriavdT3T9oR77CQsUxuYsOOmShwFqc76ncutHADgbStj5xhxMwUkIjRZ7verHbSnfw46XZ9JvzrOEDTgTIWlQZA9uW4Nam+V7gNWHuC9ZVy5szxdUFEUNIVjCUBRvp3iVX/RA+s15DknX+7SxDV5nCx5HEx5HU7tHVMGN7HHQZG/AbaslNPN0jEFxKLIbW+UB356CqBGXEjn4HCSdEb+oTHR+4bhtdeQveRhHQwkRg88huO8ptJTvwRKZgSUynaSpd3dYR5580HldjM5dqBKtG9RZoigNSsWmt7I5ZTrrUmdxOGyA6sI/mliKqnJpcNsJbSnF6GrhUDc1cBWBSVQEJjMwehc/5HQ+RCei6TWQFgE5kcO6jxn0BqEqX9X6x1DrF83m5OmqI6SljJTKHeyP7qozAmC11TCwaMVJN20ElURtpACQXTZaK/Z22c5RX8ie9y4l/bz/EDlsHrbqPLa/MpOg5LEkTL4dS2Q6wkc4SWtg738vw+tqIWbU5Vjjs2kq3tJJXyUoZTzp57+CKTT5uN3nAYkjGXbjcupyvsfpmwoKSYvWaMVgjVTXldYoFEXBVplLU5Eqv60x+BE/4Qb8Ywe3n0tRFGr3LcZWfQgUL3lf/ZWsqz4nrP9MQjPP8FniX05h+eeAAIYWqM1TulM4dmv0PHnG29gN/mo6Fhx5Pn2pV37OBqLqD5FasZX0sg0kV+0kvKmIgtBM7rpgGe6jKiycWjM5Udn0i9yFQQvODokknYgW6gdRAYKFceN+4lWqA3ZrjVQE9mIdFYV+5ZsJbS79aef7BaAoCvaaQ+1/C0mDJSIdt60eZ2PX8XqdzdTsW0zksAtxNVfhqC2grDqP6r1fEz3iMmJGX4EpJAlXSzX1h1bjsdVRl7sCjcGC19WKQGAK60PMqCuIHXOV6qI/TvkBj6MRd0s1ev9IwrPm0JOXUgihVmNvehePo7F93Ps/voaESbdgDlMTaFvL95G36D7wzTKaCjey87U5xI67Bo3ejL3mEFpzEJbwfpjDUtFbI09K0kXXHyKpeg/7Ykd3/VII6vyj219wBo+d4JZyEmr2kla2kbTyTcTVHiDAVg0IGizhFIWksS71LPbEjcPbQ67unrhxTLC+SZifQknDkc87ES0+GCSTkbyIIcc3L/0ZMOzwkpNy2ogiY68taP/THN6PYTevxOts5cBnN1G963P1CyERkDiC8EFziBx6PiCwRKQRknYqNfu+wd1SQ+EPT1K2/g2s8cPQmgMRQiIq++L2OjaN3owlIh3/uCHoOgSujxeV2z4ld+HtGANjscYNwRgUr2aEyF4URUFr9MMUmkJg8hgkrYGqHZ912FvQVLSF3e/Ma1+3KbKnffrZhsaC9TQWbGi7Ob5L15JyxiMkTr3rRO7srwad18mQgqU9apAKXx++YflL6FO5nYjGQsyuJmQhURrct12X9GDkEMoDU2gxBh7Rtunu9xFClVUwmUgItvVMtPRIaPCPojLgBOR9fgIMbtsJ6ef/qhACrfGIx0pj8Eej90NrCiJt7r9oLtmOo64Aa/wwBv9lUScLpPMLI+OiN9n1+hwa8tcC4LbVUXvgO/T+EQz40wcE9z2lff3204YpCEmbgjEghtaKfbRWdCMMLyQ0OhPxk24mKHUSjvpiQK2rixlzFcageBoPr6P2wHc0l+1ud8Z0RefEcUNgLKGZ03/S+H9JCCCrcBkfjbobj6a7jF9BVuEyJhz4BIMvtCEAr9DQbAiiJLgvhyIGURqUSqsxsD1/tzdUWeOp94smIzKvU+eZdqJJAvqEQlFIGnZ9z107fk5ENeYT1XDo2Bv+JhD4xQyicvunvr99b3EhMATGET7wLIpW/Ivg1EldpnlCCPR+4aSe9QTbXpyG1+krhRcSSdPuJbjflJ91qmUMTmTQVV9wcOEd2GoO4R8ziICEbLTmILXmTW/BGByPJSKdii0foMgeJJ2JtPP+gzU+G1A9nImn3kNL6S4OL32c6t1fdrJqlsgMQjJOwxgYh8ZgQW8JxRo3FEPQyVGT1hMSq/cS0lxGZWBSl+8UBC9PfoavBl9D/5I1DC74nr4VWwlqrSCzdC2ZpWtxawzU+MdwIHoEO+JPYV/saCoDEo+IVB117Ta9P0Wh6aSE5iEJkH3vpnaimXQQGwTLw7M6a90BbT2kBhStJKF2H83GIIpCMigNTqXZGHykKPREbrii0K9sE0Z367G3/Q0ghFBrxrQGFI+zkztcoAaSAQwB3TdgFEJgjRuGf+xgGg6tBkDvF/aLJOMKITCH9WHgnz9uJxHtPSZF+zYAgcmjCc+ai84UiH9MVqexaHQmrAnD6X/xu2opzz41zcw/Jousv3yNISAaW/VBbJU5GIPj0fkfo9rxJICfs56Uqh3tqYKdIAROnYX8iCzywwfx9eC/YLXXkly1i8G+ZhkJtfuJasgnqiGfSfs+wq73ozSoD9sSp/LBmPu6xOkUIXEoIoupgV9h1h/Je2x/ekL9INAsyA8f1GVAfo567v5qHkMPL20bIbKQaDSHUhySxoGo4RyIGUlBaH9q/aJxtbl9e32gFPqXrOnl+98e/rFZWGOzaCzYqAZ9fQtgBXC3qo0QhEbXc/xMo8MvekA70SStEY2u53ZUPwVtmSiKrFOTkXcuoKV8LxqdmfCsOYRmnoGk0WIO78eAS/+L7HUjummBJIRAY/AjavhF1OxbDCiEDTwLQ0A0itfNgU+uoy53GZLOSEB8NikzHiEweexJa9WEIh/R0u91Q4GMhiZTKLlRw2g0h1IRmMSE/Z8woHgVkuJFEepzr5E9+Dvq0HY3xRYqh6xmQZhF6Uq06AAQBiMlR+dxKQrjcuYzLP87KgMTeXXSk9j1fiRX7SK9bANJVbtIL92AbuOT2AxWygOTyYsYwr6YUeyLGaVqjXTzI+g9Dvqc5Dr6Gr2FlDMeJffzW4kYch5Hih0VmkvUxGo1Q17p8UHzizqSb+dqrcbZXIHO0r0GxU+FInspWfMyeYvux2M7ouJbtXMBA//8CSEZ09sJKR1D/Ed2O2mbLrdpNQqNjrjx19NUtMUnTLSSfR9exfDb1h9fJfhvAAH0Ld+CRnbj7S6WqygE2SpJqtpN3/LNpJVvJLF6L8Et5UiKlyZTCLvjxpEblc2B6BEcDhtArV90e+lXdygJ7gtGE1GBNg77foZ2osUFQYspiFrL0VMhtW2pQGZjyhms7Xs2CMG2xKkIZEyuFiIaC+hTuZ300vX0rdjK2JzPmLbrLX7IvJCnznir2wEFt1YQfjJmg3SAEILgfpPJvnUdGp3pCJl8LnUAZ1N5r/uHDzybmr2LqN3/LZbwvqpozy8ER30xh755UCWZ0KA1+mOJ6Ef4oNn4xQw6oWPV5x+ZbTQcWk3suGuQNDrCBswkadpfOfjF3aB40ejNiONIEfstEVN3EH9HPQ2W7u/9zK3/4bwNj+PWGtR6yqhh7I8eQW7kMEqD+57w8qjOEkWLKYj4YBvrfA6RI0QLhFr/GFXQtBNE+0nSyzaQULOXkuC+eCUdChI2QwCHwwdxOGwgS/tfit7rIKilgsSaPTSaQumJ9TF1BzG7mrv97mSCEAKt4SjhPiERmjGdxoINyG4HHddCR0NvjWTAZR9Tu28J1oRsNWfwF4LG6E/SqfegMfhhDE7AHNYHQ0AMUsc8x+NBh/xHSWdEawnmiDNIInbsX2g8vA6Po4XUWY93Lrc5CWF11BLRWNAj0VanzaUwLJPDYQOo9o/DobccEVtVvOg8TkyuZgTg1uhwas1qHnAP99Rm8KfGP5a4oCPxVi2ARqhTx4qARDzdzNuXZc5jTO7n9C3fzDPvjyc/fCAHokawP3okBeGqKXVqjYDaybMyMEldfEL3g1EUkqp3n5zxs+OAEIKYMVcR2n8Ger9weitjUeNkFsKzfvmKZJ05mPhJt7Sf90dDSPSZ8SghaadiTcjGGjekk46/Rm8h8+J3EZL2xEn8G0DrdZFQs4+c6BFdvxSCw2EDOBw2AIRAyF7CGwvpX7KGfmWbiK3PJbS5VCWaomDX+1EYmsHyjAvZlHI6bk3XzjMeSUdFQBLR1o1oJPDKPqIZtBBsgb2BKXR5aIRgR8Ip/P3MD5m37lH6VG5nYNFKBhatRBESNr0/lQGJHIwcwv7oURyMHEJFYDKtemv32f8+JNR0TWX6PUGjM2EOTTmubX+tB/HnOo8QAv/YLPxjs3r8vouVP8mRULP3SJ+IoyEEKAphTUWct+GfjDvwWaeqawWBLGnxShoC7DXE1uUy6uBXfDXkGl6f9EQ37cbUCpc0Mxi1asNCLYBRp/Z6Ku8m1gCqy3JL8mnsjp9AQs1eMkvWqrlflTsJay4hqWoXyVU7mbbrLVxaI3WWKJYOuJT/jvkb3b3tNbKbmJNUHPUP/O9BgNqNSJFRelhPRjUc4v7P55JctYsWYyD7Y0ZRGJpJSXBfKgISqbdEqqJTQhBbl8v1313HGTteZVXaud2meJUHJmM2qNxqJ1qQGUwGiRr/2F5LY5w6M7lR2eRGDmMhN2J0tRDeVERK1Q7SSzfQt2IL0fV5hDcV+bpydH8so7u1XbX4t4JdgRYZQiQ1WP8Hfln81vc7vKkYndeJS+qmGkKRmbPpGZKrdrK631zeHv+obxnls1RHcaIoJJ3pO15n2OElhDcVso+jiCZUkSqjQSLYIlPb6iNagAlkrY56S2SXAcTU51Fnieys6ioECgK7wUphWH8KQzNZljEPnddJoK2KhJp9lAWm9Ehaf0f9b96HeoEdnm6B5aEQ8AfRfnEssMMzLbDsN7rfgbYqzK5mXN2UHUmKTELtfhQh8X3/i1X3fDelMpLixd9ex6iDX5JWvhGHzkx5YPfLh3pLBLJGT6BRFTbSAgSawKMz0XyUZp1W9nDL4iuw2mvZmjSNDX1mkBcx5IhnsgPxQM3Wr7bGU23tPVcywFaNwf3byhY4FKiTTxZhu/99tN3v30p6yeRqxq8HF78sJMoDkxlYtIIZ21/Crvej2RjcbjhCmsuIqc8jvmYfSTW7CWkuQxGChcNuUpOIu0GzKRiP3kSguQPRIk3g1FmO1OX4oPM4MDubia/ZT0LNPs7c+m8qApPZnjiZdamzyI0cRosxEI4j2bIjglsrulV9/QMnFzqrJCs+ReRGnE0VOJvK8bTWIXQGrDFZGEOSTmrvYxtpSkLSuvlWMD/7FtJLN5Cd/y1DCr5HFhqEoqBRPO3NCUH1KBaHpLFw6A18P+AStUFGN3D4+BRpUttpaQHMFtX37zqqm6dD78fDs+eTWbKW7PzFjMhbRGxdDrF1OZy+4zUqAxLYkXAK61JnkRM1nGZT8HFlOAe2ViF+s3fbz4Pemg3+XqH4KondrXU0Fm6kMX8dXp9ev6tZFfNx1BfjtjWoWo+KAgKMQQkMuXaJT2fk5IRG9hJgq+n+SyEoDM3knvOWMGn/R2QVLiO8qQiD24ZbY6DRFEq1NZ7C0Az2xaie9VZDYK/PuUtrwmbwx+yrn9YCWDRg01vxHKUjoQhJLdwMSGJV2jk89f5E+pVvYlvSqYQ2FxNdf4jTd7zKtF1vUu0fy874SaxPPZN9sWPUYHUPAwm0VXX7+e8JrqZyyja+Q3DfyT7Z7x9Ptp+LtGoPag9CSCdUgtO2X/3BFVRu+5i63GU46ovVurT2gWnU4wkBCIRGq3Y/ReBqrqK5ZPtJTTRQfEWcPUCoStqfDr+d+dm3oPc40cguZEmLS2P0FXoe/8zNK2mx6a1ofREurQDCA8Cu90PuqcOLEEiyVy2KkzR8OOoeDkVkkVK5g1EHv2RM7udENhYQufstpu55lx/6X8TTp7/ZveqVouDnqD+uwZ7MaCreRt7X9xE3vgJrQna328geJ/WHVmOrPoi7uRqtKRBLZDp+0QPR+4cBAsXrpnrPV9Tu/5bwrDmEpE1F9BJ/7A2K182Bz27E42gkcfLtal9sIZC9blpKd2EKTe5S0qMqfVWQv+Rhyja+7ct0UYs6TSFJmEKSCUgaRVDKOCS9CSE0aq9toVHHKUkIocEY2LPU+8kCf0d9z7E0RUHga9qCglujxyNp0cgejO5WhCIjKTJa2YXBbUfndSLJHtxaI6VBfTrkwarwCg12vT8xAarvXTVhQrVoRweYJdmDwW3Dz9lIdH0eAXbV9E7c/xGT9n1IWHMJQa0VmDqlUgnsOr8epeWAdkHK3zPUshnR+a3fAYqiULXrC/a8dwmKx9lhPw2GgBiC+56CpDdjq86jIW8lssdJ9e4vGXbTyh9tGWzVeVRs+QCvs5mW0t0Mu2kFer9QXM2VbH9lJnq/MPqe9STBaVMAAYqX2gPfc3DhHbSU72kbIX4xA0g+7X6C+56C1uDfvX7/7xAWZ0OP3/k56rnmh1sIaSlD63WhkT1ovS6Mbht6jx2N7EFSvGhlNzqvE43sQSgKh8IHcceFy7v00FaEoNVgxeK7Ze1zRYfO3MUDNyz/W/7ywy1YHXUYXa3ovA4UBKftehO7zkKLMZg6vyi2Jp1KZUBi+zSzOKQ3UU0Fo9v2uw9WSzqDT2ynByUoRaZy28ftJNMYrejMwXjs9Tgaiinb+HaXXVzNldQe+A5zeN8f9VB7HE3IvvPZqg7QXLKNkLRT0ZoC0JmDaCnbxa63zydu3HUEJI2i7sBSSte/3l6YqjH4EzP6cpKm3o3OL7yTWI/sceJqrkRj8FMz9X+G6vBfEwIwuntugqmVXQw9/B1BrUc0LtuMhSIkZCGhCA2yEMhCgywkTO4WzK7mHlIJ1bhzm8SVViOBnxFq2osFjyC0pRSX1siBqOFUWeOpCEyiPDCZKmsC9ZYIWoyBOLXmI/NXOOYcVgD6k1CR+EQhaY0gRI/1ZbLbQatP0s0/biiZF76GMTgJd2sNLWW7cTZX+uS7a6je/RXNpTsAsFXl/ugxmUOTMQTG4Kg9rMp516mSeKrycDatFfvw2Oo5/O2j6lTH503TGPwIzTid+Ek3EZAwHGdjGY2H12FNyFY70igyuZ+rrau0Rn+C+kwgfuKN+McN+dHT3N8CvT13Nr2Vj0bdg9brotUQgF3vj0ejwytpcWrN2PT+uHQmvEKDV9KRVL2Le7+4AEn2InroYefUmrEYQaMBrVYCqwFcmq5v5u/7X8z3mRfh1hiOTCt/hrfY/4Jrv23qKOm6t2iy7MbrsvkEbB7Cz1fNrDMHYu4gPKooCuGDzmbzv8bjdbYg96jXcWzo/MKIH389uQvvBMXrE1IFEERlX0TVjvlHZBUUGY3Bj/BBs4kbf50qNydpcbdUs+PVs2it3E/fs54kdtx1qBJ4Y6nc/imO+iLKN79Hzb5vyJz3JqH9Z/5uLJvW27W/XRtcOrPaLfQ4YbXXoggJrezusTGLW2sgwKDK7Le/jrpzhLi0Jlw6s9oGVxynx+Xo7p/d4PeSta8oMl6XDcWnJtXpO9kLKEhafbcPmqTRozVakXQmLGE9TwWFEOit0e3tk9RqgB+HtqqCiMFzMQYnovcPb/88OHVSp97VxqB4Bl72MZnz3sAan43kqxSv2fsNzSU7kN0Oyrd8iOJ1I4RExJDzGXTFfPyi+gMCd2ttp446vwf8nM+dR6NDFhI6rxOtt5s+TYC3Q6ed9n/J3SRbarxuAmzV6LwuavxjegzOAfjb6zh9xyuY3K0sGfjnXpWOe8vqP1mgyF5K1r5CyZqXsSYMJ2X6gxgCY9oJ47HXo8g953NKOiOBKWNpKd9LXd4KTGHdVEYAsttG5fZP1A4wQsIaN+QnjVujt5B5keo9bFPxUhQFhET8xJtxNVdhsEYTPfrybmXMW6tzQYBG709I+jSExucvE4LA5LEMuX4phcufBUUhbvx1P2msvza6aOH8BJQHJvPCqS/i0pp6FBvuaLx6627H+AOfcs0PN5MfNpD7537VK9HsOgtDDy9lUNFybHp/PhlxZ48W0HuS9dTqDu7WWgq+fwJHXSEtZbtpLtpK2nn/ISBhOAANh9eD4kX2ONulDNy2eqp3f4klIg1r/FCiR/yJ8o3vkvflPdTlLFNbJxn9EFoDyDKuliqaS3fRUrYLRZEJSBhBYMq4nzQVa2ucqPFNaRXZS1PxNhry1xLc9xT6nfNC+7rSbatD8bpRZC+SVo/WFED08EsISBiBKTgBvTUSZ2M5Gr1ZJa3QoPePIPXMxzud7/eCoxsI/hQ0m0L4dtDlx739Ebm5bsxq/5I1BNiqKQ9KOSK40wO8miNJyb01rFCgi5TyyQidJYR+c/7FgU+ux9lYSnPpDra/dIYa59LoVDk2wNWsBt8VRaF807vkLLgFjd5C3PjrSZxyB8H9TqFm7zedREsVRQZFRkhadH5hhGaeQfig2YRmTEdnCVG7bzaV01qxD7+o/uj9I37UAy17XRT+8AwF3z+Ox96IpDejMwUiaQ3tQWrF60ZRvEgaA+bwvgQkZCO0BkpW/4eWin3IHqfqTIkbSvzEmwhMGfO7coB0xLGe4Xb4lgmSL6bWabZ3Ar+DJB/hlLa7D9vQJnscXX9Q1TDvmMHfYVCS4iWzZC0Di1YAUG3tLXgpjnTpOIkhJA1hA2ZhCIwh9/PbaSrchMdeT+X2Tzpt11KxV83GkLRYE4ZjCk7EXlugWsP6IlLOeJjEKXd22sfRUIq9Og9r/DD8ogeowWvfj+l1tVK67nWKlj+Ls7GUwD4TyLrqixMutFQUhdr9S8lf/CCyx4nQ6FT5br8wPPYGHPUl7RZN0hqQLHqai7dRf3AFR6dau6nGUVdA3cFl9L/4HUIzj6/DzcmGYz53ikxEUxFDD39HX59UvaR4aTSFUm+JoDQolYLwARSGZNBiDDom6TTKEaef1iNDo11VpToam5Onc/qO1xhUtJIHF5zNsowLKQ5Jx6kzI3wlA1GNh8kq+IFhh7/F4mykNCiV5ekX9DoAm8G/F5WNkwdt2oxDrllMS9kuKrd/RtnGt3G31rZv01S4mfq8lQSljCcgYThDb1xO9e6vKF33KhVbP8JjbyTt3BcxBsV3iku1Hb8NiqJgqz5I7oJbqdm3pIPu/WZcjeVow1NPePxNRZvVuJqQSJn+IHETb0SjM6F43bjtDdhrC3A1lWMMisMYFI/b3khzyTbcrbXtOpb2mkOUb/lAbRpvq+fQNw8SlDrpd1dhrQCt3TS7aINQZE7Z+z6Xr7jHVyvZvUPPo9FTaU3gh/4X8dXga2kyhfRIOJ3HQUsreLyg9cpqBajabbPD4y8E2xKn8MmIO5i76RmyCpeRVbgMr6RrX1S2RctBdabsjRnNf6a+0L1YZQe0GIKOcVtOHrRp41sTRmBNGE7YwFnsefcSHHUFgNokYtcb5+AXlYnWGACSROqZjxM59DwKf3iK4lUvsu0/p5F65uOEZp6OkLRdCOaxN1C9+0vyFz+EvfYwoDo1jEHxBKVOaO/UeaJoW4vpzEFEDb8IrcEPRVHwehx4XTYM1gjMYSloDP5IWj06vzAsHQjd9kII6juJHa/MQvG6sNccwtVc9bsjGtCrFYquP8jVy27D7Gxi8aDLyYkajlujx2qvxd9RR3hTEeGNRUQ0FRLWVMzFqx9kcMEP/OPMD6j1i+72uAa3nSYPeOQOU0eDL1ujI4+9ko73x9zPnrjxnLr7bVIrtuBvr0fndeKVtLi0RlqMQRwOG8C61FlsTpmudrHvzaQKQYP55Fe4PRrCl0wbmDyWtHNeYNeb56oNCQGPvcGnsS+wJgxDZwlB7xdGn5mPYY0fxoFPb2D32xcQkTWXuAnXYwpNRnbZaa3Kpe7Ad1Tv+coXqBb4xw4mYvA5hGaejikkGY2+m35dxwlLdH8QGhRZ9oUjoLl0B3vevRhHfXG7WKrePxJzWAoRQ84jfODZ7S+Ctu4zbf3BAKzx2RiskT2d8qRGk6nnDqWpFVux2mrYHT+ef0/9t1pd3UFeEFQJDrOrmbjaHC5Y/3eGH/qGczY+ycuTn6Hr/EzB6DmSieJrHwJmV5NPU6HDQleoPc+2JU5he+JkjC415UTvceDxyW45tSZcOtNxlce0ocESjoJoFz/5PUEIQUj6qQT3m0zNnq/VDyUNflH9iR5+MZHDLjoSv5K0hGfNRWsKYvc78yjf/B6VO+ajswQhux147I3tuZKWqEyST/sboRmnozH4/eQ1kBCCgIThmMNSsFUfwlZ1EFNIEoaAaGJGX0n1zs9pLNyE11mB7LKD4sXZcEQeTVEUvI4mavYvIe/Le1G8brTGAPrMeNQnOf77giw0NJp7JlqTKRRZ0hLSXEZUQz6lwanIdI4fezV6mk0h7IsZxfzsWxiW/y2ZJWvReV1dch2FomB2NrU/4VoFqGyEPq5mJNnbvQu0g3RBd03dThT1lkhkSYP0O80QEZKOoD4TqNnzNZLWSJ8z/07MyD+jMVq7EKRNhDVl+v0c+OxGZLcNZ0PnnLvgflPInPdWpzjdzwGdJZR+c/5FxZYPMYenUrNvCfV5KzEGx9P37Kd9va5dmEKS0JoCUbxumou30lqZQ2PBeuoOrsBWmdP+MogYci7W+KG/S0eIR6OjwdxzMsC+mNFsTp7GiLxFPPXBRF+7pqEUh/SjyppAiyGwXZwnuKWCabveRFI81PjHHhFX7QCN4sXkauZggzoX0ALYvGB2NqOV3Xjo4Hr3lQ7AkQTLnyMFq8EchktjRCu3/ORj/Wbwpd1YE7KJG3dtrxLbQghCMqajNVrx2Bs6fac1BtD37Kd/dpK1nzf9NELSp1Gft4pdb56L16lWWmgMfuitkUhaI4rsQXbZ8Dib1UwYj4vOiwiBX/QAkk69h+NpXH8ywqHzo8nUs3itQ2fh6dPf5MJ1f2fy3vcYmfcVI/O+AgQeSYtHo8elVWduJncLeo+deksEC7Jv7j7ZQ3ZjcTbh8WVnqURrVaeOeo8dh/7IItfgsavZ+/ZamozBNJuCcWuMNJpDaTYG49IaaTKFYNf749bosRmsuLQmPL6iN6WH+rYmUwg2QwBm98lNNHV9IqMocns7WVD7RbenHykKiiJ30t9XOqah+T6TfalcR0MfEHlCLXR7GqfX1ao6UhQFrSkAjcGCRmfx5WIK9P7hhA+cRe2B73zjEHhsDe3jE0IgafRIJj0ISW2IEZZKYPJYzOF9Ceoz4Rd5GfxaaDIFY+uiwt0BQtBkDuOVU57iqyF/IfvQEgYWrySm7iBWRy0mVwt6jw1FaKi3RLA3dgwLht3Mwcjum3bqPQ5MriZsvmZJWoAKuyoBZ3K10tTBUeGRdMTW5TCwaGW3Y1OFJTW+sgENbq0Bl8aAU2fmyRnvsDd2bLf72fX+1FkiCG05+VrqdoSzsZTcBbfibKpAZwnBEBCNRm+huWQ79YdUbfrGwo3s/e9lhA+cRWDyGAyBcTQcWkXh8n+BIqP3C0fSGWk4vB6DNRJJl4it+mB7gaXH1oDX0fSTvXgla14mf/HDKLJb7VpjsKD3CycoZRzmyHS0Rivhg2YTOfQCTGF90OgtvoppCdr6UfscPur/SWgMliNdQBVZrTawN9JctgtnfQmK7EFrDsI/ZhCm0JSTmoQ1/rFHepr1AkXSUBrcj9Kgvnwx7Hr0HgdGtw2LowGN7MEraWkyh9CqD+hVFtzoasXkbqXCVzCgBWiwgcbtwN9RSyWJ7Rt7JS0fjbyHjSkzMLuaiKk7yIQDn+DUmtgdNw6t143O68LsaiKisaBD5bQgrvZAj0TzaPSUB6XQt3Lb8d+p3wBCSGgMfrSW78Vt614eT/G6qdz2MZXbP8EUksLQG5ZSe2Ap1bsWdtouavil9Jv9NJLOSH3eKvZ/fC2OugJcLdXU5vxAVPZFP+lBjRt3DVqjlbINb7brejgby2ku2d7xipB0RiyR6YSmn0ZwvykYAqIQkladPnpcuFtraa3KoaV0F46GEhSPE1n2oHhdyB4XzsZyXE3lHQpeBVHDLybzord/9Nh/DZQGpXY7xeuEoxPHkVSHn85C4wl6yv0ddWhddup9y3EtQKMDJI+boNbKzlsLwdakU9madCoAsXU5jMj7GqfOzLPTX8Omt9K3YitT9rxLeGMhstBQFtSHVWnnsC1xas/Xg6AoJP2kD1rrrVFkXPAatqn3UJ+3gsb8dTTkr8NWk9elx7NGZyaozzi0piCiR/yJyu2fYavK8X0rCBswE605uH3dlH7eS+x8fTay207p2leIyJqtuvJ/BNr0/WNGX0n0iEvxOJpwNVdjr82nqWgLtfuX0FS8DcXrRnbbaS7eRnPxNgq+f0KdWrbXpglkjwPl6HISISFpjaqEAXQpDXLb6tT9T9L1mwIUhmb0soGC0d3CgOI1ZJasIbi1AllIVFnjKfDp8tf4x3Srs98TglorkDwumjpatHob2J0yYc0lXTUVOvy7wRxOkymEkJZyztn4FGllG0mp2olH0rInbjxL+1/C9sTJNBuDjzmgw2EDT3oXvzqd0mAJT8Uc1oeYUZfjsdVTvOpF8r99rL3Xsyk0mYzzXyOwzziEpEVrtDLgT++z592Laa3YDyg4G8s6HTcodSJ+UZk0FW2hsXAzjYWbCU6d+JPHK7QG9H5h6P3C8IvKIDTzDBKn3EHZxnfJXXArsseB0Ojwj8nCFJqMpNWjyF6MQfEEp06iZt83lK57Ha9LXVwYgxPpM+MR/GMGdVtNruCL0Z3E+Y9eoaUwtH+PWiGRjYe5ZfGVDChejUbu/JJRhESrIYCikHTW9j2bFenn9a7o7TtmWHMJDpdMbUeLZveoLUCj6nvoJ60oWJyNDChepWopyC5mbf03FQGJfD7sRpZnXEBRSDpeSXd8jBeC4pA0nDozppO0te7RaAtY6ywhJE69i6bibVTv/gKAuHHXE9R3Uqepn3/sEAZePp9db5xDa8VeGvLX+spK2oKgRyyi4nXRWr73JxMN2hStvCB7QFIFdCSdmejhl1C86t+0VuwjavglpM19vt1R0hFBfSeh0Vs4/N3fQQhSTn+AyGHzTur117FgM1gpC+peUVgru7l62W1kFS7DqTWzLXEKRSHpmNwthDcWElN/kNDmMjJK15FRup4zt73IO+MeZnnGBb1WA0Q15NPqALuPt1oAlxvqWtUvBUonYR1JdjNn07OcuvttYuoP4tYY2Zo0jaX9L2Fr0lQ12v4jfoRqayx1flHE1Oed8L6/NYRGT3DaFJVoQsIU1tURIITAEpFG37OeYMdrZ9FSuguvy4ZGb8Fjb6R41b9pLt0FCCwR/QhKnfSzja945fNUbP0QSWtAawogIHEUGr0ZZ0MJAO6WGlor9iHpzBgCotB26NbpsdVTn7fSdw0aPI5mnA2l6PxCVFmD35lWCEBlQEKPMbTwpiIGFa7AK2l5acqzfDfgsva4mKR4MbuaianLJTt/CRP3fURcXQ43fnsNHo2elWnn9vDsK0Q15FNnB6dvKasF8CpQ1gRJjQVoj4pyCwWGHf4Wg8fOwqE3sjzzQg6H9ccj6Xs0xTqvk6iGfJxaM5UBCd1uZ9f5URDan+j6vJN6ndYdhBAYA9Tpg9YU0Kl97tHbWROy0fuHI3td7Q4Er7MZj72eiMHnEJQyjrABM9Fbu286/2OgMfjTXLKj/XxHV0JX7/6C2v1LEJIWQ2AsgcmjkXRGvM5Wmoq30lq+DwBF9pAz/2YOL3kUQ2A0hoAYIofNI3Lo+b8bsinAoYjBPZbI+Dnq0XvstBiD2JRyxpGaS0UhuWonTq2JQxGDyYkazteDr+bGb69lTO7nzNn0DOv7nImrmywZrddNZMNhSuvV3mjQIdexqB6ym0sxO5to7DAor6TltUlPUOMf68tRPCrVyuepMbpbia/dz9DD35Kdv4Skqt0sHXAp/5nyXPc3QEjsjR3D6IMLj/+unUQwBschaU2E9JuKMSihx+20pkAiBs3BP34oWl/miCEwltSznmrf5ud8aIUQRA2/CElroC7ne9z2BoSkQdLo8DhbaK08gLOhxKeW5cRWldPBadMNFLVAVS1S3UlgUtcWRSeKnqQVfxkI9vTg/Qa1+ebO+EnE1OdicTZS6x8DqBLi1393PdENh7jjwuUUhmbSYI5gUdbVjDr4JcEt5Rg8tm6JZnY1EdpcwsYOjup2ohXXgcVRT0hLGY2WDmZWCPIih3Y+ki/J1M/RQErVDoYfWsyQgqXE1uW2Kw3lhw9iZfp5vVy/YF/MKDwaPbqfIEjzW8EvMpOo7HnEjb/eF8zuHkLS0nf2M52mXL+0NdDoTEQNv5io4Re3exPVjHEFj72R5tKdVO/+gqpdX+CoK6RjFojGaMUvMgNr/DC05iBkjwPZ7UTS6rFEZhA+8KwfPa4GGZ5qVvAXCnoUdELgEYKWX1Ad3qGzkBs1rEdmN5lCeWDuF1htNdg7JGsEtVYSU38Qg8fO2Jz5+NtrqbLGM/7AJ0iKl8qAxC69KtoQ0lKOn72ewg46we1EK28Exekkri6H/IisrnsrqoproK2atPKNjMhbxMCiFUQ0FqKVjxDFK+lYkX4eb0x8vMfygTYUhaRT4xdDVOPhHrf5qahXJD5t9YJQ8CLhEQIPsK2lBZS2G3XiD77QGug39/ljtpZt81z+2mgfU6fqYNBZgglKnUhQ6gQSp9zJ/k+upXqX6tQRkoaM819WM/h7SCn7KS+JFo+TD/NzUHx90dUumlokSdOr5uJPQVlQMuUB3evXCEVGI7vxSHrq/DuXIgXYqrHprZhcLVyy+kE8kg673g8/ZwMOnYWFQ2/optOnipi6XHA6KGs68lk70WpboaFVIblyR5dFnlBkRucuZNK+D0kvW09wSwWS4sWpNVEckoYiBInVe2gxBvLe2AdZPOiK44o5tBoDORA9gsjGw7/IOs3obqXO1sjNrV5V0lmWEYoXSZGxOBtQorJA+XFu6TZtjl8TCiArqqtK+om6IiDQW6NInnYftqpcvM5WtKZA/GOyepTQ+6kIbinnHx+fqma1C6mDMKmE4RcgmgLsiR2Hs5ueaACxdblcuO5R3hr/GFXW+E7Pa17EYG64dCPR9Xn0rdhKeukGkqp3kR8+kIXDbmRDn5k9+ihSqnbSaFOo6nBJ7USzuaGkAVKqdiIpXuSjBHRG5H3NuJz5tBqs7IsZxebk6eyNHcOQgqXM2vpv8sMH8eLU59kXM+q4YyoKgs3JpzFh/8e/SDztzG0vcurut9t10zv+77LMC/ki6t8/+zl/KSgKVMvwSDNYhcINfhAh/TQLI4TAP24Iw29djyJ7EVr9jw6aH9f5FAW9x4nxVxLQlYWGLcmn9UiIoYe/ZdLeD0iq2sVzp73C/uiR7dsqkoYmcxhN5jAORI/kqyHXovfY8Uranh2BqDojKVU7KGkAW4cVUTubFAXyamBi7QHMziZaOmQ6KwgWZ11JTvRwdsZPpDIgkeCWCq5edhvZ+YtZnn4+b014TBXnOZEfXgj2xI2j2RRMgL322NufIMyuZsyd+gIcwe9pXehVYL0LbmtUOFRXjkBhQWAUt/spnGOW8Bc/nnBCSGhNvSTb/o5R5xdFTlT3DUgAbPoAbAYrSdW7eWDB2bw26cnu42O+MjFnD7JyHWFyNRFfs581NSB3sB2dTM/+cghsqSCi6SgVKyHYHz2SRVlXUxqcSv/i1Tz66ekMKF7Jq5Oe5N/TXjzSlrctc/3o/3pAtX8cOVHZJ3F+yG8HRVGo8io82Kwwq8aDcmAJj380lafeH0/q5pe5rbKJU6tlPrXJtMhKF5HX/89QgN1x43ou9hSCpf0v5h9nfkh5YDJBrZXctORqLl7zIEZXyzFFgHtCRGMRQc3l7K/o/Hkn6hbVg2y3k1qxjUPhWV1SsQxuG7O2PM/5Gx7H4mykxj+G4Ye+YVDRCtwaA15Jgyxp8AqtKiypt+DQWaizRPF9/4vwdrN49Epa1vY9m+z8b+lJEOX/GxRFwabAQgc83gyV9aWcv+GfTNv1ltpCCLhu6Q2ctvMNPht+K1eknskAs5nrLQpnmP6vvbOOjurq2vjvjk/cDUKEYAmE4O7uhbYUaF9a2vLWHWhLhQrUqPHWXWhxKO4EDwRCICFA3Ii7zUxG7/fHJBRIAgESpF+ftbra1czce+6d+9xzzt7PfrYEe4lwx+S5mgsWQcqhtlMQaXgbI0qkHA8czRv3buGZHU8SmrmPaUc+oGVJIt8O++yqwby6BxQJyo/GUq0j4zIN+iVEK6qyRh87Zh1ke+gsLo/GdU3byYMHF1yIMrpVZuNWWbfUpfZbtbSpUjkT59ufbJd6uswIAtEBIym3ccPpSo3i/h9AFEV0IuzSWxurn6qqpO+51bx05AN8yi5N7EtEC0H50czb/BAJ3t3Z0O0ZHg8aR5CNLY/aWJhsI8VTai3j+P9IuSL7FsT5DmxwfyazGGqqT/RUqFz4ZvjnzN47l25pOxkYvxqf0mTWd3+WmFZDKLJvYVX+N4J0Hc8fJL9cpPCyUstLiGYww7k86JQbhcqovaQIFCDOdwDvT1qGwlSN3FRt/bdZj8Kkw7M8g9DzB6yhTUTMEhnFdi2I8+3PkaCJlNg1rHwotPclptUQBsav+n/5UIiiSJkI26rhWw2c0mgJTd3BO5Ef0y73GBLRfME4qVaIXVM5hlQ00SHnKO1yj5Pq0ZktXR7jtTZ38bGdC/epDEy3kdBeKUNG8+fvbheIWK0SG1o2epZnMG/LTBy1haiMGqRmIzKL8ZIUQ1D+SV7a8jAVNm6c8+nN0aAJnPIbSr6jf4MNO1VGDe3yojiX/7f0qhZ1VJGnc2B4WRo+ZSmkenS+5G+ValcOtbu7RmZVjU9pCl3S99A5cz9B+dGojBqyXNtxym8oka3Hkejdgwq161WNeyyChPCQGfRLXIfsDvURuVaIoogZSDWJrNLBci1kaSromrqVt6O/pn3OMaQW4wWC6eS27Al5gJP+w3GvPM+4k9/RsiThIsKZCcqP5tntT3Dv0Y8ID3mApcHT+NY5kEEKAzNtRAapZThL/xlNBa8Eo1TJ3uDpDTbD9C2JBxGK7VpgkCmpUjmjUThglCnRye2oVLtan+2M3XiXpdI7eRO9kjdT5NCSudP3ktuAQNmrLA3P0lRW5tT9Wx2iJeSDsUpLSNZhUt1D6xDEuSqXsTE/0CNlG/5FZxBEC+dd27M17L8cDxxDqkfo1S3nLocgEOs7iCyXdvgXnWn89+4wiKKIBSgwi+zXW1ihEzikF1GUZdI/fg3PxS2lVfG5CzNYLarldiwZ9Q1RgaPonLmfk35DiWgziVc3TKd97rELn7WSzkKLshQeOPw2k058QXTACHZ2eogHW/TBWykwQaHnbhsJoSo5NhLpP45wItYcWIJ3jwafwWj/4Zz0G4ZYE01sqOmKjb6CoIKT9EreTPfUHVSoXSm2b8BjUxQJyT6MWaOpEwiBeohWWAVZJdA1bRdbwh6rU5XqoCtmzKkfyHVqzbK+r3HCfwRZru2tZeI38KNplI6EB89g1oHX/lHLR+vMJZJnshBRbWFjtcB+o0Cltpz22RHMPrucrmm7cdRZ96eXX7uIwPruz3AiYCSvbHqArum7qVC7snjcb3wx6mveXzkaB11Rne8JgEN1CYPOraRfwjrOu3bgULsprGs7me9dgmgrMzBOYWacWkKwSoHtRV1j7mSICOzq9CCGK9gWNLbZhVblSKzvIGJ9B/FHvwXY6svq7SMIVlFH1/TdZJZAYT0ZpTpnNFkg5jyMyD2Go7aA0sv2Vlmu7XjhgUOU2npdajJ5oxAE9gVPY3LUEpy1BU1zzFsAURQRgSqzmSSDiYN6kV0GgWijFF11JYF50UxM3kj31B14ladZeyFf4Xi5ToFs6Po0dx//lK5pu5Ag4qgt5PE9LzBv+h52hM7i3sjFDX5fAOQWI4GFsQQUxnLPsU9I9OrOoXZT+Nl/BJ85+hIoNTBCVsVIlYTOagWucgWSO7AcBqDA0Y+INpOa9LkE0Cnt0dX0sKsPjroi2udEsvM8F5yvLka91D6aBZMr82mXe7yO1MQskVPo2LBa/UaQ7+jP4bZTGHfq2ztiVqvNW5lFC+UmE+kGI8cNIocMAlFmGTkmERtNPu1zIrk/dTudzh/EoyLzwt7rqscHdnZ6CLWxitGxPyOpieMKWOVDI07/xrbOjzAq9udGJfwFrEn8zpl76Zy5F43SiSTPLhxrPY6//IfyrXNrXCosdJOUM0RuppdKRhulEgeFAolw++/tRCA8+P6/c7o37cQibXOjcCjPJTqz/o/US7SMYigsM9M7eRNHg8Zzs5w9RAS2dPkvQ84tx1ZfflPO2ViINRULRrOZCpORbIOBeKOFGIOFaLOceFFOiVlApSvFryiO3lmH6XT+AP5FZ7HTlSJguea7WKVy5kD7exhydjmOdVIfIsPjlrI17L+c8ht2TRHb2s/Z6cvokrmXsMy96GU2ZLu0IdZ3IKf8hrHQMwytjRuegomOVNFbZqKrQqCtSom7QoVarkAQbq89XpmNBztCH7qZNTg1EOmdvImiCjNp9Xs41U80rQFOnIeeGXuxry6j8grGk00KQbD6+AdNZPiZpTdtVrtYUSGKFswWM3qTgXKTkQKjkUyDiSQTnDNLSBLlZKCgVJQjMWpxrcwmoPA0Y3OjaJsXRYvSJOx1JXUCGtc8JiDBuwdltp70S1hX7x7MpyyZ9jmRHGo3hQEJaxAa6KV8NQiAyqSldUEMgQUxTIz+mkqVM+ddO3C2RR/OtejDF+4dqbBxR6WR0MKioR3FhEhMdJALBChkeCkUOMqVqGQKpFL5JaVDVjI2rxhBBPYFT7tip9nmgp2+nC4Ze4jOgqoGlH0N7gojUmF0aAbtcyI53pAwsxlgEaSs7/4sfZM2YGuouPoXbgDVZiN7sjMxAAUWgRyLhGxRSg4K8gQFxYICLTIEsxH76mI8yjNpWZLIxKI4/Avj8CpLw1FXVNPyqqFg8vXjeOAYWpQk0rIksd6/Sy0meidvYnnf+VSoXZsk4V+bKnDSFeGUdZCOWQcRBQlahT2F9i3JcAshxTOMdPdOHHFqTbmNOxaDArVowdWiw8tSig9GfDDiJQEPiQUniYR4qdMNj+1KKFe7s6nLE83wK1wFoki7nGO4lWYQ0YDlDlyBaIkFUFhmYkDCGqICR928CxAEUjzDONjubkad/qXZzupWmUWFycSDFg9kZgMqowb76hKcNAW4V2bRqyIDz7I0PMszcK3KwUFXjMqoudCmqrnvhkGmIq5lf8Iy9qIw1+1dVzuGkKzD6BT2pLt1pHPm3iYfl4A1omanL8dOX45/0RkGxa9CFCToZWoq1K4U2bcg39GfXKfWFDi0ItHBl2M27lSpnKmW22KWyDGKCjoVH0ReTx++G4UI7Oo006o8usnLRgGRAQlrKS4zknCFGF6DRNMaICINhvjuwklTQKndzdtgWgQpa3u+SJ/kjc2i6gfonLmPT/8YgNKkQ22oQmWsQmGqRmYxIojXvp+6EkSsSfkKtRvlNu6YJHJURg121aXYGiqQmQ11zldi602+oz8dsw5e8dhe5em4VOVwzqcXnTP3XnJOEYFqhR3Fdt4U2vtSbmPtmOKkKcC/KA6XqrxrLk+6kLMTLaiNVjdez4pMQrKP/H1eQYJJIscoVVItt6VabkO1whbXypwGXxo3gkL7lmzs+lSD+bDmhKO2kG5pO4lIsTrJNYQrJhQOJcPE0Gy6pu9mT8j9N+9tIQhkugWzI/Rh7o1c3Cyzh9xsIKjgVDMc+VKIQKGDL7/3f5to/xHoFHaIgoBEtKAyaHCvPE9QXjSh5/fTPicSt8ocJKLpQkGtX9HZK16/0qghoDCORO8eiEgwSyQUOPhx2ncAJwJGkuLZhdIaByiFuRpBFNHL1KiNVUw9+hHjT36LtJ7+5deL2hlQYdajMOubfflvQWBjt2eszS9vNkSRLhl7cCw7z76rmARckWiphZBSYGHI2WXs63Df3w5BNwGiIGF992fpn7AO77KUOyLcXx8MUhVLRn1HvqMf9x9+h8DCWORmPRqFIwWOrUh170yidw8OtL8XAWuYuH/iOrJc2uKsya/rHn0ZBKxuTTs7PcS2sEc53OYuEr27W18k+dGMiv2ZNnkn8KjIxFZfjsRiocLGld0hD/DbgHcIyj9JcHbEHXl/RazeNNs6P3ILIo3WPfKQM8tILbCQfJXt8RWJZrTAviSY5XeIVsVnSbtM+9jcKLJrwYo+r/DsjifuWA1koYMv53x68fLmmfRM2XLJAy2eB1iKSSKnxM6HMy37EdFmIr8MXEilygWPikySvLrSPicSuVl/6XexLrHT3UJI8QgjxzmIXwcupHPGXp7Z+RQdsw7hpCmoN/rpUF3MvZEfs7/DfSR49yQ4O6K5b0OzwChV8me/N6zO2LcALUsS6Hj+EH8kgfEqi4KralGOpMKMskqGnlnGT/VoH5sVgsDe4OkMiF9L97Ttd+RbVyJaEBAvBFEuRu31yC1GPCsy8DibweBzK8hz9GfB3RsotvNhwd3raZsbxfiT39I9bQcqowazREaCd082dHuKEwGjsNFb93kvbn2EnilbG5Va0MvVVMttL2pMcmdBBA63nUxk0LhbMpshigw5uxxjWTmHUq/+8avuHouq4HgqDEhYU0/StPmhl9nw68B3a6oA7jy4VuXgU5rC4TZ3XXWzLmAlppOmAJNUwX1HP+T19VOxMVTw2ZgfeGXaLjZ1eZIPJvzJG/dupsjel6d2PcPC1eOw1ZdjksiRNoJkIhAVOBqTVE5w9pE77gUmYlXeL+2/wOrfcQvgoCtmUPwqTqTWr228HFclmghsOwdORen0Sd543SXeV4NtdRm+xeeQmg2XnkMQSPbqytqeL92SqNKNQmHSMSbmRw61m0KiV7dGvSx0Cju0Cgd8SpPpmr6b+Rum88Se50l368hXI7/gYPt7GHRuJW+vmciQs8txr8zCRl/RsLL8IohYWxuv7jmHfonr8S678yzZzRIZf/Z7nSyXdrdsNuudvAnnwlS2xjcuFd+oJzehEM7mWBgd8xNKUzP479U4Ei35vS+zDrxeR+EgChI2dn2KmFaD77hZTQAGn1tOYEEsPwz5mEqVy1WvQat0xCBT4azNp1Llwupec/lp0Ad4lafy+O7n6Zewjn0d7uOTcT+T5NUNqdmIg66YEjufqx7bJFGwtP9b6OU23HfkAyTXqSa5VRCBI0ET2dVxZqNIpjRqcK/IbNIJQmnSMTrmRxJyLcQ3Uv/eKKKZLbAxFgJzThCWsbdZZrWwzH3YGCpI8Qird+bSKuz5fujHlNp63XFkUxuqeCz8JXKdAvhl0KIGSy1qoVE6IgoCZ3368Oq0nWzs+hSTor/ko+XDuOvEF7y6cQbzN86gXO3Ga1O3sbT/AkRBoELtesXjWgQJW7o8xv4OU3l078vN5qfZXBCBPMcAfhr8wRXLYGohsZiYevQjFq0ai2tVPdWY1zUIkdDM/bTJiWJbbP1K/XrH0tjjx2RDVoGRidFfIWtiqzYbQwWhmfsotvPhlN+Q+t9UgkCKRxi/Dnz3lq3LrxcCEFgQw5O7n+NA+3tZ3nc+Rom83heGCJTZuFMtt2Vp/7fwLk3hoxXDmHbkAxx1xRfKXrqnbmfR6nE8cOht9gVPJ8mrGyW23pgbOK4FgX3t72Np/wXcE/kJ/RL/uqNIBqCXqflh6GJynIOuPpuJIr2SNzPl+Gccaz2WUlsPWhbHE1AQe0MThcxiYGL0V2QXGDie1fjvNZpoOiP8FQsdM/bTMetwk85qrfNP4V2WyvHA0ZTZeoJoQWIxWX3jL9uv7e74H3Z2evDma9puEALQN3EDj+x7hY1dn2JFn/l1LKXNgtWV6Yehi5GZDTyz80le3vwffIvj6yg4akteJkZ/xYfLh9Eu5xgnAobzzfDPKbX1vOTTFgQOtr+Hr0csYUTc79xz7OMmTVLfDFgECRu6PdO4WjNRxLcknif2vMC5Fn1Y1uc11IYqXtz6KItWjWHo2WVIL+9q2hiIIsHZRwhND2f9adBcwyGuKbpwOBWy83RMjvr8Er/9G4JoYWD8akQE9oTcj4iArb6clzf9hyd3P4fyMldbk0TBL4MWcbZFnztuCSnBwqjYn3l4/3z+6v4svwxchE5uiwhoFPb8NuAdPpjwJ2ZBhl11Gb1StiKvR551Mawq/hTa5R7HVl/BsdZjmT91O7GtBmNBwCxI2dXpIb4Y+TVDzi7nof2vITdfQSt0G0IEogJGsbzv/Eb1obbVl/PUzmewCBK+GvEFWqUDZomcJK+uOOiKeWHbo9x39AOEa3zZyCxGJh//nNx8HQevMYZ0TUTTGmB9DISl7SbkGmc1mUlPi5KEmpnq7+85a/LpnbyZRO/uJHr3QEBEo3Sk2N6Hsad+oH3O0TqzWoXajSWjv6XAwe+OI5tUtDA25gee3P0cuzrNZMnob0n07sGiSSvZEfowD++fz72Ri62V1xd3BcW6pNzY9UlOt+xf57plFiMtSpNYtGoMXuXpvHvXKtb0fImVvV/hu6EfMybmRx7d9zIqk+6OWguIWJuhfDnyy/q9aEQRhVGHnc7aR1tqMTEjYiHtco/zzbDPyXZuA1i7ytQ6EcvMRortWlzR87HuQEQ6ZEfQJXUX62NBc43zzDXHyw/VzGr3Ri6+pjejQ3UJ766ewLzNM+mSseeCG2y73CgE0cK2zrMZHfMTw0//DsCekAcwS2QMjF9NnQCqIJDu1pH/jfqaKqXTHUc2iWhh6Jk/mbdpJtH+w5k7fQ95ToEsWDeZcae+R2oxXegRcDFW95zDlyO+5MMJSy/pYClglQNZBAnepSm8sul+xp76gV8GLWJp/wVMjlrCzINv1pTz3Dmwvlw8+XzM9+Q5BtRLMrfKLN78awpf/dqdyVFLGHbmD8af/I41vV4i1m8w3dJ28uDBN1CYdAQVnKxJ6FsYkGD1bmzsZCE365ka+TF5+dprns3gOoimNcBfpyA0LZyuabsaPVC9TE2aeyf6Jf7FwtXj+M+htwGIChzJk7OiOdD+HgIKT/Povpdpl3uc867tyXALITTzQP19rgWBqMDR/DTkwwa7Od7OEAWBSrULFkGG2lCFTmFLoYMvFkFqbW8sUOfBcq3KQWHS4aLJu+QlJ9YcTxABBHKcgojzHYCjthAnbQExfkMoaCb7ieaCiDWf+NWIJZxp0a9ektlVl/LitkcJPX8AZ00es8Pn8czOp0j2DKNc7caiVWN4Z+1EOmfuw0lbyNM7nybXKZBY34H0SN3OotVj6ZG6DcFylSWkKBKWEU7ntN38dR2zGVwH0cA6qyVnG5h29APUDTSRuBwapSPvT1zG/KnbCQ++/8Ib2SRRoFE60C/hL+J9elNk34Indz2HWl9JhlswbpVZOFfV49+FNb+2I3QWK3q/iqmRzka3A8yClM1dnuDLEV8y9MyfLFnal97Jm1ky+ju+H/oRVSpna1ujixZ5AjDh5Dd8/kd/3lo7uY7Vg1mQYREk7On4AK/fuxkQeW/VWBauHodWYc87k9eS6tH5jpn9jVIlvwxcxMF299Qb/JBaTDx48E2CsyL4fPR3LBn9HaJEYp258k/xWPgcgrMiMEhVbAl7jIcOvIGDrpglo78j0bs7FWo33CvOM3/DNKZGfmRtG9XApKEyVjHtyPukZus5mHR913NdRNMZYeUJaH0+ksHnVjQ4QIVRi0tljjV6KAiYZEpO+w7k07E/8leP5wBw0BXxxO4XeHHbo4w7+S2/DlyEd1kqMw8twChVojDpcNQVNTgWs0TOqt7z2Nj1acy3oOHftcIsSPmr+7P8NvBd7jn2KbP3zcOzPJ0ndz3L47uf53DbKfzZ93VMEsWFpuW1sCryT+KiyauzzzLIVaR4hvHd0E8YkLCGt9ZOJqAwlsCCGBasuxsHXREL71pFUiPVKbcSJomcFX1eZXOXJxAbcAWWWoz4FZ1hXY8XONx2Ch2zDlEtsyHepxe7Os5kbY8XMMpUrOjzKk7aAnonb+S7oZ/QsiSRQedW8sGEPzjpPxyVUctDB95gzpaHcKnKrfssiyKDzq2izfkjrIy2tje7Hly3punEeTieamZq5GJrMrAesnmXpfLxssHM3vsyrfNPIqtZ7tQWBrbJi+LdNRMZf+pbMt06kO7eiWI7b5b2X8DwuKX0TdqARSK9aoLXKFXyy6CFbO/8CJbbWKZVmzBe1u8NpkW8x9TIDy9EFeUWIyPifue9laNonxNJhdqFFX1eoeQKCXoRMEoV7G8/lSNBE3HQFTNnyyz+Gz4X++qSCy7GHhUZvLrxfrzK0vhgwp+ku3W8bclmkshY2+N5VvZ+5YplWQaZmiWjv2V1rzkMP/0bQ8/8ydL+b/HKtF1sDZvNkLPLiGgziXS3EKZHvMf20EdI9O7OjIiFrO49D0ddEf6FcXw++jtK7Lzpkr4H98rzdc7josllauRHnEgzc7wBh6vG4LqfSpMFlkeBfV4yU45/Vq8xTJXKmXxHPyad+IJP/xjI0DN/AiAz6xkd8yMLV4+nfc5RTgSM5LV7t+JVnsaQs8vZ3vkRjgeOwVmTh1kio2PWQTpkRWBbXVb/7ClYe1d9N/RjdnZ66LYkmwhEtJnEbwPeYcrxz5gS9Xmd0h8B8C1JYGpNsevujjOZO30Pe4NnoJepLyGHiECmazAfjl/KktHfUqVyotP5g/RN2lBHWCwAzpo85mx5CGdNPh+P+4Uiuxa3HdlMgowN3Z5h6YC3MTbQ2vcCBIFs57YEFsby4ME3OdjuHrZ0eQyJxcR/w+egVTqysdtTzN43jwy3YGvZkLaQL0Z+xVmfPjx44A2W9Z2PVumI2lDJ0v4LSLzM3VgQzUw+vgSn3CSWRYHpBlKPN/REphTBljgYHfMT7fKO1yGBtcxjI6/fu4V9HaZSoXbDSVvA0zuf5pldT2OSKtjc5Qm8S1Oxry4h1ykQu+pSlCbdhYJHtaGKJ/a8wOLlQ/nsj35MjlpiLe2oh3DVcju+Gf4520Mfua2WkSKQ4RbMt8M+Y0D8GqYe/ajB+joBsNWXozRqeWHbbDplHeLLkV/y9pR1xLXsj0kio8zGnT/7vcHL03eT6xTIvM0zaZMXjb2umIYkrgLgosnjxW2PUK2w5fthn1x1pXAzYZLI+KvH8/wycFGj5FWIIq5VOTy982nyHf35afAHWAQp9x9eSEDhaX4c/CH3Rn6MIIr8PuBtPMvTmRbxHtOPvIdZKmdtzxdJ8urGf8NfIqLNJLaG/fdS6Z8o0iYvmjGnfmDbGfGqhZ1Xww0RTcQagSzLLuOhA2+gujw6KAgY5GpO+Q3l8zE/UGrryburxzM69mfO+vTh9Xu3cDRoPCpjFU/ueg676lIcdMU8tesZsl3akO3chkqVMwnePVnVex5Si5n/hs9h0aqxdMg+Yt37XXY+ncKeb4Z9xoZuT982ARKDTM1Pgz/EtSqHWQeunjC21ZdbDXGqy3hmx5MsWDsZsyDlzXs28s7kNbw0Yx9bwmYz+fjnvL9yJN3SdqFT2F2wFW8IAuBTmsyTu54j2n8Ee0Nm3BazmkGqZHmf+fw68F0M8kaQDGtVxH/D5+KsyeeLUV9RauvJoPiVjIn9iT/6LyA4O4LOGXs5GjSB6Ufex1ZfjsqoIdGrO3cf+5R9He6jbW4UBQ6t+GnwB9ae6xdBadTy0IHXqcwpZe2pGxdC3fAaq0wHvx2D4NS9jDz9a4NLOxEB/6IzBBbEcDRoPH/0X8DQM3/SPieSsy364KgromfKVvombaBX8mZiWg3mvUkr+H3A2/gVxpHrFMhL9+9nVe95+BXG8fa6uwjKP1XvmPRyG34a/AHL+r6OXqq6pQ+TCBwNGs+ZFn15ZN8rONToFa8EG0MFSpOOEjsvJKKZoIKTDEhYiwBE+48g26UtfkVnCcsIx8ZQiUGmplLlgltlzlWPLQBhGXsYFreUVb3mUqFuoCPmTUBtl5yfB7/Psr6vYWxkmkYQzUw68RW9kzfy0+D3SfTqgdysp2/iBsKDrWLryVFLOND+Xnonb8QkkVPg6Md7k1YQ7T+Czhl76Za+C7Wxincmr63bEloUGRH3Ox1Tw/ntGJQ2QcFKk2xmDqdDRIKZ6RHv0ar4XINkCw+ewd7g6fgXnqFK6URgQQwumjz+N+obkry6IjfrkYhmNEpH/AtPozZUsifkASLa3sXD++fjVpnNbwPe5aMJv6NV2DdMIEHAKFOxvM98vhv2qVUN3xQXeh0wS2TsCH2YLhnhhGQ1zptDZbA6ZKV4hLG5yxPMmbGPXwcupG/iehYvG8JLWx+hSuXMq/ftYNGkFRxuexdapQOuVXWbQtYHqWhhwslvqFC73rLSIxEoV7uxZPR3rO/2bL3dYBtC+5xj3Hf0fbaHPkx48Azr7y1V8unYH9nZ6SEe2fcyx1qP5ZdBi5h/3w4OtZtCnoMfLlW5jIj7HRdNLrPD52JXXUa5jXsdkvmWJDAjYhGHEkwcuorpTmPRZBayvnbw/hRI7jaR9ycuRy+3qfshUcRFk8vCVeMosfNmVe95zNs0kwobN1oVnSHFsysti+PZ2uUxfEqSCD1/gO+HLCbNoxNztsxCp7Bnwd0bqFC7ElB4mnxHP7RKxytfoGihZ8pWntn5JO4V52+6/Khc7cYTD5/koQOvM+L0b1c8vzWKqCTVI5TF438nz9Efu+pS+if+xdhT3+FfeOaCJYJOYc+JgBFsCXuccy16o5epuTfyY0ad/gWvstSrNs8wShW88MAhuqXt5KEDr9/U+yIC2c5t+HzM98T6DoRrDF45agsZefpXtoU+glkiw0lbaN3f68t44697sNeV8O7kNYyI+4397aciNxvodP4Ak6OWoDZUctp3IF+N+IIyGw9rCuUioimMOl7ZdD/tT/zF3HWQ3bg08VXRZJuY81Ww9Ag8ZbeV0TE/sqHb03VvoCBQYuvN5i6P12TwuxAeMoMpxz/nl0HvEdFmEh8vG0Lr/JO8P3EZHXKOMuXYZzgdL+Sv7s8xe+887jrxBb/3f4s0j9BGjUsUJES2HkfhPZt4bvtjtM+JvMlkExFEEZ3crp6/AAhUy23Idm5DtP9wjrSZRLp7CBZBindZKm+tvQuf0uQLDS5qYWOopH/COnolb2Zdjxf4o/8C9oQ8wLbOjxKUH02vlC10yjyAd1kqamNVnahwia0XFWrXm+4ZYkEgxm8I/xv1jVWHeB0V0uU27qzuOQeJaObRvfMYkLCWnwZ/SIfsI7TLPcZbU9bTJ2kDw+L+IKLNJGz15cS17E+KZxiTjy8hptXg+vtTiyKjTv9C94RNfHO06UgGTUg0gN0p0NHXxAy7RZxp2Y9kz6713sjAwlgkopnJUUv4Ychi8h39KLJrwajYX5BaTLhW5fDw/vl4laXROXMfae6dSPDuyWdjfiDNo9O1D0wQSHUPZcHdG3hk36sMO/NHozu63Cjsq0svse1ul3sMpUlHldKZPKcAUjw6k+zVlUJ7Xxx0xYRlhHN/xLukuXdiU9cncdQW1iHZhcvCmsTWKh3wL4zjzXV3E+/Ti4i2d/FX9+f5vf9bOGkKaFUST4uSJFyqcpGKJgocWnE8cAwKk+7C3q+5UTtbbwl7jKX9F1Clcr4xGwJBQGo2IbWYcNHkMXfLg1bjW1HkvqMf4F94hu+GfUKX9D2MiPudl6ftxq66lHMtenOkzcR6Sda64BT3H3qHgwkmdl2nAqTB4dLE3Qfc7eD9iVAe2p+37l5vtQK7JDdh4T8H32JK1Oeku4XgrC3gpN9QAgtiWN/tWRx1RcjNeh7eby2JCA+ewc+D36PE9qI+bdf7A4kicrOeUbG/MPPQAhy1hc3+kImARunEmp4vcrDdPZTZuiMiQWYxYlddik9ZCu2zI+mUdZCAgljsq0sBkbiW/Xnznk188udAAgtPN3j82mikk7aAOVtm1ZxTQpXKiQy3EBJ8epLsGUaeYwBVKmcsggT76hI6nj/EuFPf4V2WelPuQbFdC34a/D77OkxrUn9QmdnA8LjfeejA65xt0RevsjRaF5yizMaDNT1fYnLU//hi5JeU2nkzO3wO701aQbF9izrHsasu5a21k3GK3c/8DVBQVc/JbgDN0uajZ0uYP1ZgW7/n+HHwR5feWFFEbjYwKvZnErx7MmfrLDRKB/7q/hx5ToEMPfMn405+h16u5vf+b7O98yPW0GtTmrCIFtrkRfNY+It0PH8YCc3rm1F7g3UKeypVzpglcpQmLWp9JUqTtsaS7lKU2Hrx5KwTPLL3lSt21qlQufDUQ1FMjVzM+JPf1NMx1AqzRI5JIkcUBGRmAzKLVUvU3CQzC1Ki/Ufw/dDFZLiFNI+ZjmjBr+gcxXbeKE06Zu+dx8D4VUgsZo4GTSA85H6e2PM85Wo35t+3g5LLmmtKLCYe2fcKYw5/ysKtItF1BSI3jGYhmgDc3xPu7aNiydgfL0SGLkFNZDI0cz9vrL+Hw20n06I0mU7nD5DiEcZXI/7H2RZ9rnmjXAe1EdB6zm+rL2dy1OdMPr4EO33ZbVWnZZLImD91O57l6by4bXaDHvlnWvTl9Xu38OHyYbTNj77Jo2wYIta91MpeL7Oly2NUy21vjmOVKKIwVTMx+itmRCxEadRikiqIbD2O74d+TJF9yzpRxkHnVvLilodZe0TH0mPN02CqWTK6IrDmJAS4VvOoeh4Zrh1I8exy6QXW/PfpVgNZ3uc1Ht03z9p/uONMfh70Xt3cxnVCadISlHeSBJ+emCTyv48pCGiUjvzZ7w1O+I/k4QOv0fH8wRvua9ZUkFpMhGXsZXfHB9AoHbCrpzGjCJz0G4ZrVQ4tS5t4U3GdELGmNE74j+TXQQtJ8eh85ZdlTSQarOZCl/xG14MakcTani+S6hHKU7ueJd6nF1+O+AKdwr4OyQILYvhv+Byik3SsOtk8JINmmtFqUbtf04b04K27N1DSAHkURh2P73mBVI9QdoQ+3HRLRVFkwslveHTvPDZ3ecIq06lPDS6KqI1VjDj9G/dGLsajIvOWk00EEr2688q0XSxYN6Xelkx6mZo5M/bSPucYT+5+9rYYc7ZzG1b0mc++DlOtUqqr/I5qfQXvrhlPy5JEov1HsGT0d/Wnhq5rQCJuldlUy23qBl9EEWdNPm+tuwvbM5HM3wgFTRhlvBzNqr4trILP9oJ32nEe3/1CXYlWDQwyFV+N+B+buzxuVQc0Ecl8SpOZduR95GY9mW4dGhYb10i3NnZ9ijkz9rGh29O3vHJbAPyLzuBXdIbwkPvrWPDVEjHLpR0DEtbckjFePJZytRsre7/M3Bl72dnpQQxym0aZ6PRN2kBIVgR21aVEth6HvjE6x8ZCEChyaEmV2qXOWJQmLY+Fv0SLtEiW7G1ekkEzEw3gTC78eBh6n13D9Ij36ncfEgSrMqAJVfdSi5EHDr+LW2UWJwJGsrfDtKv/8IJAvlMA3wz7nJen7WJ/+6lUy21uGeEUJh0jTv/G0aDxZDm3uWQcZkHG5i6P418YR9vc47dkNqs1FdrZ6SHmzgjnl0HvWSN6jXxRKszVjD31PRLRzLHW44hoO/mm7OOkFiP3HfmAvnEr+TEC4prI8vFKuCn1JLviYf0xM5OPfcqo2J+vu9dyoyGK9ErZysD41VSqXfltwLuNU4TXfl0iJcmrGx9O+IP5U7dzqO2UC25VNxMCMCBhLc6afFb2eeWCn6UInPQfxvHWY5gctaSOU1hzo5Zg4cEzeHn6Hj4b84O1xu0aX5R+hWdokxdNtdyW1T3nYLwGGdb1QhAtjDj9G/cc/ZhNUWZ2nW3GvdNFuCnydosIy06Bq72eR2UvU2br2Th/vuuEk7aAmQffRGbWs77bK6R4hl37uQQBs1ROXMv+nPPpRdu8KCZEf0OvlC3YVZfetBnEvrqEmQff5JOxP+PdO4UJJ78l07UDX434gu6pO+idvOmmjUUEKtRuHGo7mS1dHiPVo7PV/u16fkdRpHPmXpQmLdH+I0jy7tb8s5ko0it5C7PD53I4rpql0WC+SW/Pm1ZHUm2CHyLA2b6cZ3Y8QaXKmdO+A5v85goWM1OOf0ZAYRzJnl3Y0O3pG2uOUbOsPefThwTvnrQoSWJE3O8MjF9ttdRu4ja8dU4P9E7ezIMH3+SP/gvYFjYbncKekPOHeHzP883u0Shi7cOW7RzEvuDphAfPINcp0HpPb+C3ExDpkHMUgCNtJja/+7QoEpJ1mGe3P0ZSchnfR1ifyZuFZo061gdXNSwcBzbt/Fk4eQ1JDci0rgui9cdbtGoMcrOBd+9azbHWY6/9+A3l3i76u6OukG6pOxl6dhkhWYexqWkh21yksyAh3T2EeJ9euFbmEHp+PyqjplnOV/tAVNW8DPeE3M8pv2FU3qhs6iLITdUsWdqHVkXneOn+AyT49GyS49aLGnnVG3/dgyExlfmboagZerVcCTedaACtnOH10SBp255371rdZIoBlaGKt9dOIiwjnB2hD7Nk1LfXJvcRRdSGKgadW0mSdzdSPMKuPC5RRGox0qI0mV7Jm+mbtIGAmvIeaH7VRVOi9iHQKh1J8uxCRJu7ON56DLlOgde/PLwCbPTlfP1LV9SGKh5/+BSll6k1rIMSa6z3bmBFIoq0Kj7H6+vvRUg8y6LtkF5y/Ye7XtySEuTMUli4HV4nnvkbp7No0koyXTvc2I8piow8/SuhmfvRy2zYXWPAeq0YfG4Fj+95Aa3Sgf+N/LpGgNpwWsAsVZDpFkymawfWd38Wn9JkumSE0z11O0H5J62i4JrSltuJeH9Ls2SU2XiS6N2NqIDRnPIbQp5TgHUpdw2/h2AxE5J9mJYlSThoi1CZNFgrE2wps3En39GPHOc2lNh6YZbIEEQLEtGCVmFvVY1cMjgRlbGKkad/Q2oxsb77s9dHNlGkZUkir26cgZB4loXbIeMWkAxu0YxWi9qZzdw+lPcnLb9+sokiLUqT+Gj5UFyq8tAq7NEqHVnedz57Qu5HL2tETqfmOFKLiT5JG3h2xxMAvDptp1XVco3jkYhmnLSFtM4/SUjWYYKzI/AtScRBV3ShG8/NrgEDq4K+3MadTNf2nGvRh9MtB5Dm0YkKtbs1z3idLzuvslSW/N4bpwa6wloEGZUqJxK9e7A1bDanfQfy+dJ+CKLIU7OirKoNrIRtnxPJrAOv0zHrIGda9mPB3RuuWndY94KtJJu/YTry+JO3lGRwi2a0Wvw9s8XyGvfx3sTl17WMlFmMPHDobdwqszkRMJIfB3/I1MiPeGzPi/RNXM+vAxeS4hl29bdiTaQxOmAkxfYtCCyIJaAg9tqJJghYBBkldt6U2HlzPHAMUosR++pSfEpT8CuKo3X+KXxLEvAoz8RBV4TKqK0p1vw79XEtd+FShywJZqkMndyOCrUb+Y6tyHTtQKpHZ9LdO5LnZFXymwVZ0ywJRZG2uVFku7TlpP9wiuxbUqlywSSRoTLpcK7Ko1XxWQILT9MjdRtdMvZwqO1kRARUJg0ys9G679UWcvfxTxl/8jtEYHWvuazr/rzVc/8ax9Oq+ByvbpyBLD6GRbeYZHCLZ7RaXLxn+3D8UpK8riHUK4r0S/yLVzfOQG7Wk+zZlW+HfUaCdw96pG7jwYNv4KzJZ323Z1nb80WqFXULMC8/3qQTX/D4nhfJdQpk7oy99ZZV3BBqgi0S0YzKaLUtcNYU4KLJxa0yG2dNHo7aQuyqy7AxVKI0apGZDTU6TBERAYtEilGqRC+zQaN0QKNyoszGg1JbT0rsvCm286HU1pMqpTN6ufrvLizNop63lh9ZBAlmSf17YqnFhGdFBmNO/cC4U9/VOC0LaBX2PDfzCC1LEpl58E1aFZ8jttVgfhm4kETv7tZGFNcyZlGkdf4pXt70AELSrV0uXozbgmjwN9lUgf4sHvdro0P/Tpp8Plw+HL+is2wNexTvslTa5p1gV8eZrOk1h1GxPzPz4AJynIN48f4DNf3XxPrD0zXLjY+WD8VRW8gn436pv/KguXHBc8VqCi6IYk0aQcT6c1nNjkRBgijU6vr/FkvfzhBEM6GZ+3l++2P4lCYjChISvHsQWBBDudqNFX1eZXfHmden9q8J4c/d8iDG1NTbhmRwGxENoJULvDoUnAM9+d/obzjSZtKVl3uiyICENczd/CAWQcp7k1YQ59ufEad/Y+rRjzDKlBdmhU/H/MDujjPpnradPkkbWdVrHvmO/pf8mDKznjlbZjHk7HIi2tzFe5OWN9qZ6R+DmuYRtvoK8h39mm0GDMk6xLtrJmCrL8ciyNgXfB9L+y1oXDfPeiCIFnolb+bZ7Y9TmZbLe7tvH5LBTZJgNRaZJfD6FkiNz2fO5lmMPfXDVTszRrSZxHuTVpDr3JpXNt3PA4fe4WD7e3h96lZkZiP21SVEth7LgQ5TcdAV8/D+1xh/8lsWLx/K6Nif/m5uIIr0Tt5M/4R1lNl48NuAd+p4/V0zRBHv0hRaFsejMN7kxE0D47nknzp/t1zIQ376R3+Gx/3etHI5UUSwmAnOjuChg2+iNlQhChLMEil7O0y7bpJJzUZGxfzM3M0Pkhmfy2ubby+SwS0OhtSHYh18tBMerSznMdPzeJSns7zva/UvJWrC60eDJnC2RR8mRy1hQvQ39EjdRlTgaJy0BTWkeRejVMm0E+8TmH+KdLcQslzb88Tu5+mfsI5fB75LiZ23VbZlMbKuxwukuzdFbk9k5sE36ZO8iSWjv2Vv8IwbPF5jT3tp48ba/+ddlsL4k99SpXKm0MGXHKcgcp0CqLBxQwRGxC3lkb0vY19dRlTgSNI8QpuuhbEo4qTN557ITxgX8wMWQcLKPq+g1ldw14kvmXnoLc759KbS5hp8JkURpUnL9Ij3mXzsEw6fruaHCCi9DdvA3XZEAyirhi8OQkllNZNNi/EpS+Wb4Z9ZfUMaaCRfYePO7wPe4UjQRB46+AaTTnyBRLSwpudLpLuH0DbvBBNPfIkAhIc8wF/dn6VH6jZmHnqL91eOJsulLX5F5zjn04vNXR5rkkoChUmPX9FZ5KZqCu19r/p5laEK16ocSm290F5epNhItChJYOiZ5Tjoiii19WR76COU2HkjEc3cG/lxjTGRqaZxoZRKtQspHmEU2/sw5Owy9DI13w9dzNaw2Y1Pi1wJoojMYqR38iZmHlxAy5IEYloN5teBC0n07oGjtpCwzL0E5UUz+cT/WNr/LSu5G1Fi46zJ57HwF+kbt4oNUWb+jL65sqprwW21R7scEgFGtYVZAwTyA7qzZNS3JF9eqX05RBGlUcuwM3/QLX0Xn4z5EbNUzpvr7qZ72g5KbL1RmHTs7jiTVb3nYZbI+G/4HIad+YNquS0L7l7PKb9h17URV5iqCSg8TYpnGCapAtfKLL75uQsC8MSsaIocrky2XsmbeHnTfzjWehwfjf+9/iLVq4xh1oHXuDfyY8CaE9zXYRofTliKiIBnRQYKUzUKkw4nbSG+xefodP4QPVK3XugGurHr03w/dHHTFN/WBJceOPwO/RPWUmbjwYo+r1wa7LgoamyQqfh14EI2XaFdU+1xAwtieG7H4/ikHeOHCJE9Z2+eQPh6cFvOaLWwiLAtATIrRJ4fEsU7leP5cchH7G9/Xx3jywsQBPQKW7aG/ZddnR7EKFUyOvYnuqTvocTWi/n3bSMk6zDTjnxA97QdrOw9D/cKqxvLro4PEttq8HU9YI66Il7aMovQ8wdYMuob9gbPwLM8A1t9OZluwVSoXa0fFEU8KjIRBcE6y120tAsoOI2tvpwqpeN1d8SJ9h9BVMBo3CqzeHHbIwRnR2Crr6BS7UKeU+Aln40KGEWmazDd0nZQamu1Hx8b8z1miZRfBi6yVjrfANns9GW8unEGfkVnOdD+X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"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Simple Application\r\n",
    "### Average Max and Min"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "source": [
    "row, col, channel = image.shape\r\n",
    "image_gray = np.zeros((row, col))\r\n",
    "\r\n",
    "# I(x,y) = 0.5 * max(I_R(x,y), I_G(x,y), I_B(x,y))+ 0.5 * min(I_R(x,y), I_G(x,y), I_B(x,y))\r\n",
    "\r\n",
    "for r in range(row):\r\n",
    "    for l in range(col):\r\n",
    "        image_gray[r, l] = 1 / 2 * max(image[r, l, 0], image[r, l, 1], image[r, l, 2]) + \\\r\n",
    "                         1 / 2 * min(image[r, l, 0],  image[r, l, 1], image[r, l, 2])\r\n",
    "plt.imshow(image_gray)\r\n",
    "plt.title('image_maxmin')\r\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
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"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "### Average Weight"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "source": [
    "row, col, channel = image.shape\r\n",
    "image_gray = np.zeros((row, col))\r\n",
    "\r\n",
    "\r\n",
    "\r\n",
    "for r in range(row):\r\n",
    "    for l in range(col):\r\n",
    "        image_gray[r, l] = 0.11 * image[r, l, 0]+ 0.59* image[r, l, 1] + 0.3*image[r, l, 2]\r\n",
    "\r\n",
    "plt.imshow(image_gray)\r\n",
    "plt.title('image_weight')\r\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ],
      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n<svg height=\"263.63625pt\" version=\"1.1\" viewBox=\"0 0 264.29 263.63625\" width=\"264.29pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2021-08-19T09:26:26.167318</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  </rdf:RDF>\r\n 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"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "### Binary value "
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "row, col, channel = image.shape\r\n",
    "image_gray = np.zeros((row, col))\r\n",
    "\r\n",
    "for r in range(row):\r\n",
    "    for l in range(col):\r\n",
    "        image_gray[r, l] = 1 / 2 * max(image[r, l, 0], image[r, l, 1], image[r, l, 2]) + 1 / 2 * min(image[r, l, 0],  image[r, l, 1], image[r, l, 2])\r\n",
    "\r\n",
    "image_binary = np.zeros_like(image_gray)\r\n",
    "\r\n",
    "threshold = 100\r\n",
    "for r in range(row):\r\n",
    "    for l in range(col):\r\n",
    "        if image_gray[r, l] >= threshold:\r\n",
    "            image_binary[r, l] = 255\r\n",
    "        else:\r\n",
    "            image_binary[r, l] = 0\r\n",
    "\r\n",
    "plt.imshow(image_gray)\r\n",
    "plt.title('image_binary_value')\r\n",
    "plt.show()"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Component"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "source": [
    "row, col, channel = image.shape\r\n",
    "image_gray = np.zeros((row, col))\r\n",
    "\r\n",
    "for r in range(row):\r\n",
    "    for l in range(col):\r\n",
    "        image_gray[r, l] = 1 / 3 * image[r, l, 0] + 1 / 3 * image[r, l, 1] + 1 / 3 * image[r, l, 2]\r\n",
    "\r\n",
    "plt.imshow(image_gray)\r\n",
    "plt.title('image_component')\r\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ],
      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n<svg height=\"263.63625pt\" version=\"1.1\" viewBox=\"0 0 264.29 263.63625\" width=\"264.29pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2021-08-19T09:28:37.271044</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  </rdf:RDF>\r\n 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"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "### Inverse"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "source": [
    "row, col, channel = image.shape\r\n",
    "\r\n",
    "image_inverse = np.zeros_like(image)\r\n",
    "\r\n",
    "for r in range(row):\r\n",
    "    for l in range(col):\r\n",
    "        image_inverse[r, l] = 255 - image[r, l]\r\n",
    "\r\n",
    "plt.imshow(image_inverse)\r\n",
    "plt.title('image_inverse')\r\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ],
      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n<svg height=\"263.63625pt\" version=\"1.1\" viewBox=\"0 0 264.29 263.63625\" width=\"264.29pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2021-08-19T09:30:19.561076</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  </rdf:RDF>\r\n 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"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Sketch Application"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "source": [
    "image_gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)\r\n",
    "image_gray_inv = 255-image_gray\r\n",
    "image_blur = cv2.GaussianBlur(image_gray_inv, (21, 21), 0)\r\n",
    "image_blend1 = cv2.divide(image_gray, 255-image_blur, scale=256)\r\n",
    "image_blend2 = 255-cv2.divide(255-image_gray, 255-image_blur, scale=256)\r\n",
    "\r\n",
    "plt.subplot(1,4,1)\r\n",
    "plt.imshow(image_gray_inv)\r\n",
    "plt.title(\"Inv\")\r\n",
    "plt.subplot(1,4,2)\r\n",
    "plt.imshow(image_blur)\r\n",
    "plt.title(\"Blur\")\r\n",
    "plt.subplot(1,4,3)\r\n",
    "plt.imshow(image_blend1)\r\n",
    "plt.title(\"Blend1\")\r\n",
    "plt.subplot(1,4,4)\r\n",
    "plt.imshow(image_blend2)\r\n",
    "plt.title(\"Blend2\")\r\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ],
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"
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}