diff --git a/.gitignore b/.gitignore index 751ae9b..1f88e10 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,3 @@ .ipynb_checkpoints/Binningv1.0-checkpoint.ipynb +.ipynb_checkpoints/release_and_recapture-checkpoint.ipynb diff --git a/.ipynb_checkpoints/CSV_read_and_fit-checkpoint.ipynb b/.ipynb_checkpoints/CSV_read_and_fit-checkpoint.ipynb new file mode 100644 index 0000000..51a9b47 --- /dev/null +++ b/.ipynb_checkpoints/CSV_read_and_fit-checkpoint.ipynb @@ -0,0 +1,258 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "from scipy.optimize import curve_fit\n", + "GaussOvermTesla = 10000/1000\n", + "ms = 1e-3" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Definition of fitting functions. Do not edit.\n", + "\n", + "def fitfunc(t,a,tau,c): # Single exponential for fitting\n", + " y = a*np.exp(-t/tau) + c\n", + " return y\n", + "\n", + "def fits(x,y,label): # Single exponential fit. Returns single tau and plots fit.\n", + " params, covariance = curve_fit(fitfunc, x, y, p0=[1,1,1])#5,1/10000,10\n", + " params, covariance = curve_fit(fitfunc, x, y, p0=[params[0],params[1],params[2]])\n", + " a = params[0]\n", + " tau = params[1]\n", + " offset = params[2]\n", + " print('Tau of',label,':',tau,'(ms) +/-',np.diag(covariance)[1])\n", + " plt.title(label)\n", + " #plt.plot(x,y,label=label+' Raw')\n", + " plt.plot(x,fitfunc(x,a,tau,offset),label=label+' Fit')\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in tau of',label,'!:',np.diag(covariance))\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in amp',label,'!:',np.diag(covariance))\n", + " return tau\n", + " \n", + "def fitsandraw(x,y,label): # Single exponential fit. Returns single tau and plots raw+fit.\n", + " params, covariance = curve_fit(fitfunc, x, y, p0=[1,1,1])#5,1/10000,10\n", + " params, covariance = curve_fit(fitfunc, x, y, p0=[params[0],params[1],params[2]])\n", + " a = params[0]\n", + " tau = params[1]\n", + " offset = params[2]\n", + " print('Tau of',label,':',tau,'(ms) +/-',np.diag(covariance)[1])\n", + " plt.title(label)\n", + " plt.plot(x,y,label=label+' Raw')\n", + " plt.plot(x,fitfunc(x,a,tau,offset),label=label+' Fit')\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in tau of',label,'!:',np.diag(covariance))\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in amp',label,'!:',np.diag(covariance))\n", + " plt.legend(bbox_to_anchor=(1, 1.05), loc='upper left')\n", + " plt.show()\n", + " return tau\n", + " \n", + "def fitdubfunc(t,a1,tau1,c1,a2,tau2,c2): # Double exponential for fitting\n", + " y = a1*np.exp(-t/tau1) + c1 + a2*np.exp(-t/tau2) + c2\n", + " return y\n", + "\n", + "def fitd(x,y,label): # Double exponential fit. Returns both tau's and plots fit.\n", + " params, covariance = curve_fit(fitdubfunc, x, y, p0=[75,2,37,46,12,-24])#[ 75.35308497 2.17011221 37.69348527 46.00334641 12.13856366 -24.52639887]\n", + " params, covariance = curve_fit(fitdubfunc, x, y, p0=params)\n", + " a1 = params[0]\n", + " tau1 = params[1]\n", + " offset1 = params[2]\n", + " a2 = params[3]\n", + " tau2 = params[4]\n", + " offset2 = params[5]\n", + "# print(params)\n", + " print('Tau1 of',label,':',tau1,'(ms) +/-',np.diag(covariance)[1])\n", + " print('Tau2 of',label,':',tau2,'(ms) +/-',np.diag(covariance)[4])\n", + " plt.title(label)\n", + "# plt.plot(x,y,label=label+' Raw')\n", + " plt.plot(x,fitdubfunc(x,a1,tau1,offset1,a2,tau2,offset2),label=label+' Fit')\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in tau of',label,'!:',np.diag(covariance))\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in amp',label,'!:',np.diag(covariance))\n", + " return tau1,tau2\n", + "\n", + "def fitdandraw(x,y,label): # Double exponential fit. Returns both tau's and plots raw+fit.\n", + " params, covariance = curve_fit(fitdubfunc, x, y, p0=[75,2,37,46,12,-24])#[ 75.35308497 2.17011221 37.69348527 46.00334641 12.13856366 -24.52639887]\n", + " params, covariance = curve_fit(fitdubfunc, x, y, p0=params)\n", + " a1 = params[0]\n", + " tau1 = params[1]\n", + " offset1 = params[2]\n", + " a2 = params[3]\n", + " tau2 = params[4]\n", + " offset2 = params[5]\n", + "# print(params)\n", + " print('Tau1 of',label,':',tau1,'(ms) +/-',np.diag(covariance)[1])\n", + " print('Tau2 of',label,':',tau2,'(ms) +/-',np.diag(covariance)[4])\n", + " plt.title(label)\n", + " plt.plot(x,y,label=label+' Raw')\n", + " plt.plot(x,fitdubfunc(x,a1,tau1,offset1,a2,tau2,offset2),label=label+' Fit')\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in tau of',label,'!:',np.diag(covariance))\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in amp',label,'!:',np.diag(covariance))\n", + " return tau1,tau2\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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ypHRXOQOunpR03V/f/IS/vvkJrZoWaWiMBqhp470rdYoytEvlK1VPiWTJxm2Z529Wwsi+AV1ac9bBew1Bl3Ntm+/5zt2pddNK61o02TPQYodWTenTqdVe2zdvUsT5h++f9hhtmu05Rvd2zQFonCHZfH/0AP5xySie+n9HpS1XU7rSEJGCVXE/CsA+LZvyl9cWRd72yjEDuHLMQH72xGz+ntDmFEWqBuaKIVTm/mJspP1cN24Y140bttf2mRqwkw3VcmifDjx82eGRjlsbShrSYFx431us21rKf76XfqKgr9z5RqVRWG86+0D+95H3+fnpQ3YP+13h15Pmcv/riyvN1Sx1xxK+dHdu06xa23ZoFVwddKnmdrnWsVXTzIWS6Nq2eZYjSU5JQxqMFz+KNkx+1WG7/zBlPgA3PffRXknjrpcXZic4qZYnLz+SVRt30KzxnmqgS47qQ6fWzdi/Y0u+cuebKbc9d1QvOrZuxrmjgqqh8cf145N1W3lkZuYbLo8d2JlbzxmRcv3d5xXz8cpN1TiTyu6/8JC9GsyTmfLDY/jtsx/x/IfB4JOj+nTg12d9ocbHrQ4lDZEMKr7N+t6j8Esde+l/jqN3kvYBgMZFjTh7ZI+02yer9mlS1IibvzI8Y9K49ZwRjBuRvu3kxCFdOXFI17Rl0jkuwmjFAP27tGHieUlvo8g5JQ2pt2YsXsfZd75JUSNjV5XbqntPeJoLjujNtWcM5dnZyxn/wKyU+6kYwmN7afnuuuQTh3Rl8ofphxiX7GvWJHd9d/p0asWiNVtSrm/fsmbVRvWNkobUW8/OXgGwV8KocP8bi7n2jKE8PCNztURVDTlhnDCoC02KjC8d1IPxD8zM6bFG7r8PMz8JqgtPHNKV7u1aRNrukfGH8/7SDRwzsDNPvruMkb07sHz9trTb/Hv84Tw+axkfrdxU6apjcPe2nDqsG8cM6FTzE6lHlDSk3qm4kS7V+EuJN9rV92F0sq1q9U7V19WZgOmwvh146NI9vX0mfbCc7zw4i7FDu/HsnCDhP/qdI2oUZ3HvDhT37gDAD086INI2nVo349vH9AXg5q8Mr9FxGwIlDalXSlZtYswtr9CtbXNWbNyetEyfq55J+lzq1sCulRt8K3o/9e0ctFk0KSrMm9/qOyUNqVfeWxKM65QqYcgeLZoUsa10Fzd8aRgdWzVj/AMzadO8MZu2lwFBT6Exg7vQvEkRyzds58Ae7TLu840JJ/DhZxtZs3kHC9ds4bP121i7eSdvLlzLb778BR6dtYwHLxnF24vXMXL/fSptW9y7A/+4ZBSH9unAF4fvu7tLrOQXJQ2pV3S/RHRVb0Cr6YioifZt34J926dud/jaIb0AOKJf8vaBI/oHywd3b1vrWCQ3NIyI1Cs/ffyDuEMQqdeUNETyyIie7au9Tc8OLap1N/SoPh14/Ls1a2AWUfWUFJRP1m6hkRltWzQBhy07y2hS1AgzKE/RtbaQPPG9I5m/chMn/v6VjGWrVied9efXmfXp+ozb/ekbB1d7yA2RCkoaUjCmzlvJRffX/1kY27ZokrFMq6ZFey0r7t0hUtJonsMb5KT+U9KQgvFOhH+IheayY/syvEd7Fq3ZwsXhuFZd2zbnwUtG8fP/zGbB6sp3KN934SGUrNzMNw/be0jtH598AIf37ciMT9bx6vw1vL+08gyBlxzVh2MGdqZN88xJSSQVJQ0pCJ9v2cm7S+pX0jh7ZA+uOmVw0nVH9u/Ew5cdzshfTqm0/PgDunB8ivGJGhc14vhBXTh+UBdmflJ5wL6zR/bgmtOHZCdwadCUNKQgHPSLyXGHkHVH9U8/LEWLhCqoxo2Msmq02Rw9oDPTFq7b/brqPREiNaWkIZJDJwzqwrB923Lb1BIAxgzuyiG996FDq6aceVD6EVNbNm3M8z84hg6tmtKscaOUY2gl851j+3HSkK6s3ryDVk0bR7oxTyQKJQ2J1abtpWzYVkqPfVomXb9m8w5e+TjaPBj56JrTBrN15y5um1rC4O5tuef86g1nXXWojagaNTIGdG3DgBpuL5KKkobE6ot/fI3Fa7emvBu5uEqdfqHp0KoprZsFd6mfVIt5FkTyhZKGxGrx2q1xh5A1z1xxNGXl5bRp3oT92rdgy46y3XMwvPOzE2kXoSutSL7Lu6RhZtcC3wYq6iR+6u7PhOuuAi4GdgFXuPtzsQQptfLs7OWUrNrM2i07dy+7ZfLHHNa3A3+YPJ+7zy9m9rINfL51Z5q95J8h+1YeL6lp4z0D7u2jwfeknsi7pBH6vbvfnLjAzIYA5wBDgX2BKWY20N13xRGg1Myuck86S95tL8zntheC58Ove76Oo6q9lkluthOpj/I1aSQzDnjI3XcAi8ysBDgUSD2DvEgN/e/JBzBmcFc27yhl/46t0ratvPaT4yPPKCdS6PI1aVxuZucBM4AfufvnwH7AtIQyS8NlezGzS4FLAXr16pXjUAVg+YZtbNxWxuK1W2jfogmj+nYEYPayDXRt25y5yzfSs0NLtu0sjAvD/Tu25IBu0Xoeper5JVIfxZI0zGwK0C3JqquBO4BfAB7+/B1wEZBsGq+kHdfdfSIwEaC4uLjwR7ErAIf/emql129MOIF927fg9D++FlNENdOuRRM2bCtl6L6V72s4ZmDngu76K5ItsSQNdx8TpZyZ3Q08Fb5cCvRMWN0D+CzLoUmWbN1ZFncIACz69amYBd833B0z2z2PdafWTVmzOWhsb2Sw4Fd7ylb1t4sOrZuARfJc3lVPmVl3d18evvwSMDt8/iTwDzO7haAhfADwVgwhShXzVmzca9mYWzIP7V0XEpNA1YTgCdegjcxSJgwR2SMfx0j+rZl9YGbvA8cDPwBw9znAw8CHwLPA99RzKj+M/cOrcYeQ1NihyWpAoTgch+knpwzavey6cUPrJCaRQmfu9bvKv7i42GfMqP9zMMSporonn2RjvmuRhsrMZrp70jFv8q56SgrDhm2lvDp/NYO7t81cWETqDSUNqZEf/utdXpi3Ku4wRKSOKWlIjXy2YXvcIezlvZ+fRLuWGt9JJJeUNCSyVz5eTbPGjfjaxGmZC8egvJ63z4nkAyUNiey8e/O7h3Pr5vp1Fsk1/ZVJwVh842m7e2qpd5RIPJQ0JKOXP15N06J8vKVHROqakoZkdH4eVUtddmxflq/Pv0Z4kYZCSUMKwls/HQ3AVacMjjkSkYZNSUP28r1/zOLp94Phv44e0CnmaEQkn6iiWvZSkTAAXp2/JsZI9uig6VJF8oKuNCTvqaeUSP7QlYbsVrqrPC8HHxSR/JHxSsPMegDnAEcTzGOxjWCOi6eBSe5entMIpc5M/nBlbMduUmSU7gru6D6k9z68vfhzIJgoSUTyR9qkYWb3EczD/RTwG2AV0BwYCIwFrjazCe6eHzPuSK3sKq+bYTi6tm3G9J9GmrxRRPJMpiuN37n77CTLZwOPmVlToFf2w5I4PDj9kzo5jiWd7l1ECkHaNo0UCSNx/U53L8luSBKXaQvX5WzfR/TruPv5o989ImfHEZHcylQ9NQ7o4e63h6+nA53D1T9x93/nOD4pIBcc0ZtrzxjKkTdOZdn6bbz64+Pp2aFl3GGJSBZlqp76MUEjeIVmwCFAK+A+QEmjwP1j+qf89PEPsrKvxo2CaqeiKj9FpP7IlDSauvuShNevuftaYK2ZtcphXFJHspUwAK4YMwCA+y88hMdmLaN7u+ZZ27eI5IdMSWOfxBfufnnCy86IsPfNd307t+Z/Tj4gpmhEJJcyJY3pZvZtd787caGZXQbkz9CnktGazTso/uWUuMMQkQKXKWn8AHjCzL4BzAqXjSRo2zgzl4FJdj02a2lO9vv6hBNysl8RyU9pk4a7rwKOMLMTgKHh4qfdfWrOI5Os2pWj+/b3a98iNzsWkbwUacBCd59qZu8APYHGZnZwuHxW+i0lbhpLSkSyKVLSMLPrgQuBBUDFWBMOqG6iAXvg4lFxhyAidSzq0OhfA/q5+85cBiP5r3u75rx51ei4wxCRmEQdGn020D6XgUj2nXvPtKzvs3ObZlnfp4gUjqhJ49fAO2b2nJk9WfGo6UHN7CtmNsfMys2suMq6q8ysxMw+MrOTE5aPDZeVmNmEmh67IXm9ZG1W93d4347cc35x5oIiUm9FrZ76K8HQ6B8A2eiHMxs4C7grcaGZDSEYtmQowdwdU8xsYLj6duBEYCnwtpk96e4fZiEWSeGArm34aOUmrjltMJcc3TfucEQkD0RNGmvc/bZsHdTd5wKY7TU20TjgIXffASwysxLg0HBdibsvDLd7KCyrpJHE1Hkruej+GbXeT88OLfho5SbatWiShahEpD6ImjRmmtmvgSeBHRULc9Dldj8gsSJ+abgMYEmV5Sm77pjZpcClAL16NbzpPq77b+1z6ehBXbjjmyN54p1lfPngHlmISkTqg6hJ46Dw52EJy9J2uTWzKUC3JKuudvf/pNosyTInedtLymnm3H0iMBGguLi4bqajyyNlu2p/yn+54BAAvlLcs9b7EpH6I+rNfcdXd8fuXpP5PJcS3EBYoQfwWfg81XJBN/GJSN1I23vKzL5pZinLmFk/Mzsqi/E8CZxjZs3MrA8wgGBgxLeBAWbWJ5xi9pywrOTAK/9b7e8IItJAZLrS6EjQ1XYmMBNYDTQH+gPHAmuAand/NbMvAX8kGF79aTN7191Pdvc5ZvYwQQN3GfA9d98VbnM58BxQBNzr7nOqe1zJrOow5yIiicw9ff23mRURtF0cCXQHtgFzgUnu/mnOI6yl4uJinzGj9j2J8k3vCU9z1kH7ccvXRmS1akpJQ0TMbKa7J70pK2ObRvhNf3L4kDzy2DvLuOVrI7K2v717QIuIVBa195TkgZ1l5azcuJ22zffcN7Fpe2nW9j+qT4es7UtE6icljQIy8JpJey37wrXPZ23/w/Ztl7V9iUj9pKQhANx34SEc1b9T3GGISJ5LmzTM7Ifp1rv7LdkNR1LZWZajqfeAkhtOoXFR1LErRaQhy3Sl0Sb8eQBwCHvujfgi8EqugpK9HXFj7mbYLWqkFnARiSbTHOHXAZjZ88DB7r4pfH0t8O+cRye7rdm8I3OhCC46sg+vlaxmRM/2HD2gM4O6tUk2cKSISFJR2zR6AYmz9u0Eemc9Gknqk7Vbsravn39xSNb2JSINT9Sk8XfgLTN7nGCgwC8Bf8tZVFLJsTe9FHcIIiJA9AELbzCzScDR4aIL3f2d3IUl2TThlEGUlpUz/rh+cYciIgUuU++pxLu9FoeP3evcfV1uwhKAjdtLWbi69lVT449VshCR7Mh0pTGToDoqsaW04rUDmgM0h07+/Sss37A97jBERHbL1HuqT10FInurbcK461sjObS3hgYRkeyJ1KZhQZ/Mc4E+7v4LM+sFdHP3t3IaXQO1ZN1WmjWp/c12Jw9NNnGiiEjNRe099WegnGCI9F8Am4BHCW74kyw7+rcvxh2CiEhSUZPGKHc/2MzeAXD3z8MZ9CQPdW/XnKk/Oi7uMESkHopaB1IaTsbkAGbWmeDKQ/JQ/y6tadG0KO4wRKQeipo0bgMeB7qY2Q3Aa8CvchZVA7Z4Te272J49skcWIhER2VvUm/seDOcJH03Q3fZMd5+b08gaqM07ymq8baumRbx/7ckagFBEcibTzX1t3X1jeJPfKuCfCet0c1+WvV6yhq07d9V4+0ZmShgiklOZrjT+AZzOnpv8KujmvizbvKOMc++ZXqt9XHasPg4Rya1MSePG8Odgd9etyTlU7p65UBUnDenKxPOKcxCNiEhymRrCbw1/vpHrQBqq8nLn9hdL+PKfq/8WaxoMEalrma40Ss3sPqCHmd1WdaW7X5GbsBqOR2Yu5abnPqrRtt8YtX+WoxERSS9T0jgdGENwJ/jM3IfT8KzdsjNzoQT3XlDMCYO65igaEZH0Mg1YuAZ4yMzmuvt7dRRTg+DuPDj9U95atLZa2zVSnZSIxCjqfRq7E4aZzXL3g3MXUsMwZe4qrnlidrW3G96jfQ6iERGJpiZDqdb6q66ZfcXM5phZuZkVJyzvbWbbzOzd8HFnwrqRZvaBmZWY2W3hyLsFa0s1b+L7zZe/wOIbT2OfVhryS0TiU5Ok8bF8P1oAAA8ySURBVHQWjjsbOAt4Jcm6Be4+InyMT1h+B3ApMCB8jM1CHLHYtL2UK//1brW2UbWUiOSDmiSNP9T2W767z3X3yF2GzKw70Nbd33R3B/4GnFmbGOJ05UPVSxgAower8VtE4pc2aZjZYWb2kpk9ZmYHmdlsgquElWaWq2/6fczsHTN72cyODpftByxNKLM0XFaQ1lSzxxRAB1VLiUgeyNQQ/ifgp0A7YCpwirtPM7NBBONQPZtqQzObAiSbOu5qd/9Pis2WA73cfa2ZjQSeMLOhJG9HSXkLtZldSlCVRa9evVIVi817S9bHHYKISI1kShqN3f15ADO73t2nAbj7vEw1VO4+prrBuPsOYEf4fKaZLQAGElxZJI733QP4LM1+JgITAYqLi6s/PkcOrdpU/dFYfnjiwBxEIiJSfZnaNBInWtpWZV3W/xmbWedwsifMrC9Bg/dCd18ObAqryww4D0h1tZLXSndV/227YvSAHEQiIlJ9ma40hpvZRoLqoRbhc8LXzWt6UDP7EvBHoDPwtJm96+4nA8cA15tZGbALGJ8w/Pp3gPuBFsCk8FFwJn2wPO4QRERqLNMd4TmZM9TdHyeYCbDq8keBR1NsMwMYlot46tIvn67e3FWd2zTLUSQiItVXky63UkeO6NeRt6+udtOQiEjOKGnUkY3bS+k9oXr3Rep+PhHJN0oadeTuVxZWe5sbzzowB5GIiNRcpAELpfaqexP94htPy1EkIiI1pyuNOlKkuiYRqQeUNOpI6a7yzIVCU390bA4jERGpOVVP1ZFGjaJdaahaSkTyma406sidLy+IOwQRkVpT0qgjO8syV0+dd/j+dRCJiEjNqXoqT0z6/tEM7t427jBERNJS0sixa5+cw/1vLM5Yrihim4eISJxUPZVjURLGV4t7MKBL69wHIyJSS7rSiJl6S4lIIVHSyJHqjjMlIlIIVD0lIiKRKWnESFVTIlJoVD2VZaf/8VVmL9uYuaCISAHSlUaWRU0Yc68fm+NIRESyT0kjBt8fPYAWTXMyk66ISE4paWRR1B5TmvdbRAqVkkYMvnFor7hDEBGpESWNGEQdJl1EJN+o91Qtrdq4nUN/9ULk8s0aK0+LSOHSf7BaWrB6S7XKv/rj43MUiYhI7ilp1LEubZvHHYKISI0padShw/t2jDsEEZFaUdKoQw9cMiruEEREakVJoxbWb93J4rXR2jTat2yiiZZEpODFkjTM7CYzm2dm75vZ42bWPmHdVWZWYmYfmdnJCcvHhstKzGxCHHFXNeL6yVz12AeRyh7RT1VTIlL44rrSmAwMc/cDgY+BqwDMbAhwDjAUGAv82cyKzKwIuB04BRgCfD0sWzBu+eqIuEMQEam1WJKGuz/v7mXhy2lAj/D5OOAhd9/h7ouAEuDQ8FHi7gvdfSfwUFg2NjvLyqtVvnkTjTUlIoUvH9o0LgImhc/3A5YkrFsaLku1PDYX3PdW5LJ9O7XKYSQiInUnZ3eEm9kUoFuSVVe7+3/CMlcDZcCDFZslKe8kT26e5tiXApcC9OqVm3Ge3liwNlK5+y44hEP7dMhJDCIidS1nScPdx6Rbb2bnA6cDo929IgEsBXomFOsBfBY+T7U82bEnAhMBiouLUyaXmlq/dWfksscP6pLtw4uIxCau3lNjgZ8AZ7j71oRVTwLnmFkzM+sDDADeAt4GBphZHzNrStBY/mRdx11hxPWT4zq0iEis4hqw8E9AM2CymQFMc/fx7j7HzB4GPiSotvqeu+8CMLPLgeeAIuBed58TT+jRjOjZnru+NTLuMEREsiqWpOHu/dOsuwG4IcnyZ4BnchlXFC9+tCpSuROHdKWrxpkSkXomH3pPFZQL73s7Ujk1fotIfaT5NHLgpf85jt7qZisi9ZCSRgRlu8qZtnAdr85fHam8EoaI1FdKGhH8fsrH3P7igrjDEBGJndo0IliwKvrsfAt+dWoOIxERiZeSRgqL1mxh3oqNADSqxruk4c9FpD5T9VQKx9/8EgCLbzyNRqZEICICutKIJGrSmH3dyZkLiYgUMF1pZDDmlpcpWbU5UlnVTIlIfacrjQyiJgyAZo01Z4aI1G+60siSxTeeFncIIiI5pysNERGJTEkjC2756vC4QxARqROqnqolVUuJSEOiKw0REYlMSaMW9m2n+TJEpGFR0qiFN64aHXcIIiJ1SklDREQiU9KooatOGRR3CCIidU5Jo4YuO7Zf3CGIiNQ5JQ0REYlMSUNERCJT0qgB3dAnIg2VkoaIiESmpFFNRw/oFHcIIiKxUdKoprvPK447BBGR2ChpiIhIZEoa1XDCoC40b6LZ+USk4YolaZjZTWY2z8zeN7PHzax9uLy3mW0zs3fDx50J24w0sw/MrMTMbjOzOp+R+94LDqnrQ4qI5JW4rjQmA8Pc/UDgY+CqhHUL3H1E+BifsPwO4FJgQPgYW2fRiogIENMkTO7+fMLLacDZ6cqbWXegrbu/Gb7+G3AmMClXMR7cqz3rtuzk5GHd2LddCw7o1iZXhxIRKRj5MHPfRcC/El73MbN3gI3ANe7+KrAfsDShzNJwWVJmdinBVQm9evWqUVCPfffIGm0nIlKf5SxpmNkUoFuSVVe7+3/CMlcDZcCD4brlQC93X2tmI4EnzGwokKz9wlMd290nAhMBiouLU5YTEZHqyVnScPcx6dab2fnA6cBod/dwmx3AjvD5TDNbAAwkuLLokbB5D+CzXMQtIiKpxdV7aizwE+AMd9+asLyzmRWFz/sSNHgvdPflwCYzOyzsNXUe8J8YQhcRadDiatP4E9AMmBz2nJ0W9pQ6BrjezMqAXcB4d18XbvMd4H6gBUEDeM4awUVEJLm4ek/1T7H8UeDRFOtmAMNyGZeIiKSnO8JFRCQyJQ0REYlMSUNERCKzsLdrvWVmq4FPEhZ1AtbEFE62FPo5KP74Ffo5KP7c2t/dOydbUe+TRlVmNsPdC3pSjEI/B8Ufv0I/B8UfH1VPiYhIZEoaIiISWUNMGhPjDiALCv0cFH/8Cv0cFH9MGlybhoiI1FxDvNIQEZEaUtIQEZHIGlTSMLOxZvZROM/4hLjjycTMeprZi2Y218zmmNn3w+UdzGyymc0Pf+4Td6zpmFmRmb1jZk+Fr/uY2fQw/n+ZWdO4Y0zHzNqb2SPhvPZzzezwQvoMzOwH4e/PbDP7p5k1z/fPwMzuNbNVZjY7YVnS99wCt4V/1++b2cHxRb471mTx3xT+Dr1vZo+bWfuEdVeF8X9kZifHE3U0DSZphEOu3w6cAgwBvm5mQ+KNKqMy4EfuPhg4DPheGPME4AV3HwC8EL7OZ98H5ia8/g3w+zD+z4GLY4kquluBZ919EDCc4FwK4jMws/2AK4Bidx8GFAHnkP+fwf3A2CrLUr3npxBMozCAYMbOO+ooxnTuZ+/4JwPD3P1A4GPgKoDwb/ocYGi4zZ8rpojIRw0maQCHAiXuvtDddwIPAeNijiktd1/u7rPC55sI/lntRxD3X8NifyWYLz0vmVkP4DTgnvC1AScAj4RF8j3+tgRD9v8FwN13uvt6CugzIBjNuoWZNQZaEsyQmdefgbu/AqyrsjjVez4O+JsHpgHtzax73USaXLL43f15dy8LX05jz8Ry44CH3H2Huy8CSgj+X+WlhpQ09gOWJLxOO894vjGz3sBBwHSgazgxFeHPLvFFltEfgB8D5eHrjsD6hD+efP8c+gKrgfvCKrZ7zKwVBfIZuPsy4GbgU4JksQGYSWF9BhVSveeF+Ld9EXvmBCqo+BtS0qjWPOP5xMxaE8wzcqW7b4w7nqjM7HRglbvPTFycpGg+fw6NgYOBO9z9IGALeVoVlUxY7z8O6APsC7QiqM6pKp8/g0wK6nfKzK4mqHp+sGJRkmJ5G39DShpLgZ4JrwtinnEza0KQMB5098fCxSsrLr/Dn6viii+DI4EzzGwxQXXgCQRXHu3DqhLI/89hKbDU3aeHrx8hSCKF8hmMARa5+2p3LwUeA46gsD6DCqne84L52zaz84HTgXN9z01yBRM/NKyk8TYwIOw10pSg4enJmGNKK6z//wsw191vSVj1JHB++Px88nS+dHe/yt17uHtvgvd7qrufC7wInB0Wy9v4Adx9BbDEzA4IF40GPqRAPgOCaqnDzKxl+PtUEX/BfAYJUr3nTwLnhb2oDgM2VFRj5RMzGwv8BDjD3bcmrHoSOMfMmplZH4IG/bfiiDESd28wD+BUgl4LC4Cr444nQrxHEVymvg+8Gz5OJWgXeAGYH/7sEHesEc7lOOCp8Hlfgj+KEuDfQLO448sQ+whgRvg5PAHsU0ifAXAdMA+YDfwdaJbvnwHwT4I2mFKCb+IXp3rPCap3bg//rj8g6CmWj/GXELRdVPwt35lQ/uow/o+AU+KOP91Dw4iIiEhkDal6SkREaklJQ0REIlPSEBGRyJQ0REQkMiUNERGJrHHmIiINj5lVdO8E6AbsIhhOBGCrux+Rg2MeBHzP3S+p5X4uB7a4+33ZiUxkD3W5FcnAzK4FNrv7zTk+zr+BX7r7e7XcT0vgdQ+GPRHJKlVPiVSTmW0Ofx5nZi+b2cNm9rGZ3Whm55rZW2b2gZn1C8t1NrNHzezt8HFkkn22AQ6sSBhmdq2Z/dXMnjezxWZ2lpn9Ntzvs+HwMoTH/DCco+FmAA/uNl5sZnk7UqoULiUNkdoZTjBfyBeAbwED3f1QgqHg/19Y5laCuSsOAb4crquqmOCO7UT9CIaVHwc8ALzo7l8AtgGnmVkH4EvAUA/maPhlwrYzgKNrf3oilalNQ6R23vZwnCMzWwA8Hy7/ADg+fD4GGBIM/QRAWzNr48EcKRW6s6fNpMIkdy81sw8IJk96NmHfvYGngO3APWb2dPi6wipgUC3PTWQvShoitbMj4Xl5wuty9vx9NQIOd/dtafazDWiebN/uXm5mpb6nAbIcaOzuZWEV1GiCASEvJxhJmHBf6Y4nUiOqnhLJvecJ/qEDYGYjkpSZC/Svzk7DeVbaufszwJUEAytWGMje1V0itaakIZJ7VwDFYWP1h8D4qgXcfR7QLmwQj6oN8JSZvQ+8DPwgYd2RwJRaxCySlLrciuQJM/sBsMndkzWUV2c/BwE/dPdvZScykT10pSGSP+6gchtJTXUCfpaF/YjsRVcaIiISma40REQkMiUNERGJTElDREQiU9IQEZHIlDRERCSy/w8sQusRC4HWXQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The eddy current drop at the beginning of the curve is: 21823 ms\n" + ] + } + ], + "source": [ + "rawdata = pd.read_csv(r'C:\\Users\\hoodl\\Desktop\\cancellation.csv',skiprows=[0,1,2,3,4,5,6,7,8,9,11])\n", + "us = 1e-6\n", + "mg = 200\n", + "\n", + "time = rawdata['Source'].to_numpy() # in us\n", + "y = rawdata['CH2'].to_numpy() # in v\n", + "zeroloc = (int((np.argwhere(y == 0)[0])))\n", + "\n", + "time_ms_full = time/us*ms\n", + "b_mg_full = y*mg\n", + "plt.xlabel('Time (ms)')\n", + "plt.ylabel('B-field (mG)')\n", + "plt.title('B-field vs Time (full)') # Conditions: 1. Shim coil zeroed 2. While 1: Feshbach@20A cycled at 500ms on, 500ms off \n", + "plt.plot(time_ms_full,b_mg_full)\n", + "plt.show()\n", + "\n", + "time_ms = (time[zeroloc:] - time[zeroloc])/us*ms\n", + "b_mg = y[zeroloc:]*mg\n", + "plt.xlabel('Time (ms)')\n", + "plt.ylabel('B-field (mG)')\n", + "plt.title('B-field vs Time') # Conditions: 1. Shim coil zeroed 2. While 1: Feshbach@20A cycled at 500ms on, 500ms off \n", + "plt.plot(time_ms,b_mg)\n", + "plt.show()\n", + "\n", + "minloc = (int((np.argwhere(b_mg == np.min(b_mg)))[0]))\n", + "time_ms_min = time_ms[minloc:]\n", + "b_mg_min = b_mg[minloc:]\n", + "plt.xlabel('Time (ms)')\n", + "plt.ylabel('B-field (mG)')\n", + "plt.title('B-field vs Time (just the increase)') # Conditions: 1. Shim coil zeroed 2. While 1: Feshbach@20A cycled at 500ms on, 500ms off \n", + "plt.plot(time_ms_min,b_mg_min)\n", + "plt.show()\n", + "\n", + "print('The eddy current drop at the beginning of the curve is:',minloc,'ms')" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Tau of title : 26.677265088931755 (ms) +/- 2.4738257311518507e-05\n" + ] + }, + { + "data": { + "text/plain": [ + "26.677265088931755" + ] + }, + "execution_count": 79, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fits(time_ms_min,b_mg_min,'title')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/.ipynb_checkpoints/FileLoadScript-Tweezer-checkpoint.ipynb b/.ipynb_checkpoints/FileLoadScript-Tweezer-checkpoint.ipynb new file mode 100644 index 0000000..bb2b791 --- /dev/null +++ b/.ipynb_checkpoints/FileLoadScript-Tweezer-checkpoint.ipynb @@ -0,0 +1,453 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Actual processing" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "filename = '07232021_H17M43S36MS591_RandomVariable'#'07222021_H12M43S1MS577_RandomVariable' #<4atomimage #CHANGE ONLY THIS LINE WHEN YOU WANT TO LOAD A NEW .npz FILE\n", + "\n", + "path = r'S:/flir_images/binaries/'# //?/S:/flir_images/binaries/\n", + "file = np.load(path+filename+'.npz')\n", + "\n", + "index = file['index']\n", + "variable = file['variable']\n", + "variable2 = file['variable2']\n", + "variable3 = file['variable3']\n", + "hist_counts0 = file['hist_counts0']\n", + "hist_counts1 = file['hist_counts1']\n", + "hist_bins = file['hist_bins']\n", + "bin_array0 = file['bin_array0']\n", + "bin_array1 = file['bin_array1']\n", + "\n", + "###############################################################################\n", + "\n", + "try:\n", + " img0 = np.load(path+'npyfiles/'+filename+'_sumimage0.npy')#,allow_pickle=True)? Pickle might be for multidimensional\n", + " img1 = np.load(path+'npyfiles/'+filename+'_sumimage1.npy')#,allow_pickle=True)? Pickle might be for multidimensional\n", + " \n", + " # plt.title('Sumimage0')\n", + " plt.title('Image of Tweezer array')\n", + " plt.xlabel('x (pixels)')\n", + " plt.ylabel('y (pixels)')\n", + " plt.imshow(img0[235:275,235:275])\n", + " plt.savefig(r'C:\\Users\\hoodl\\Desktop\\tweezerarray.png', dpi=1200)\n", + " plt.show()\n", + " \n", + " \n", + "# plt.title('Sumimage1')\n", + "# plt.imshow(img1)\n", + "# plt.show()\n", + "except:\n", + " pass\n", + "\n", + "###############################################################################\n", + "\n", + "number_of_averages0 = len(bin_array0[0,0,:])\n", + "number_of_points0 = len(bin_array0[0,:,0])\n", + "number_of_rois0 = len(bin_array0[:,0,0])\n", + "cutoff = 50\n", + "\n", + "def cutoff_array(bin_array):\n", + " correction_array = np.ones((number_of_rois0,number_of_points0,number_of_averages0))\n", + " cutoff_array = cutoff * correction_array # correction array is an array of length number_of_bins and all elements =1\n", + " binary_array = np.zeros((number_of_rois0,number_of_points0,number_of_averages0))\n", + "\n", + " for i in range(number_of_rois0):\n", + " for j in range(number_of_points0):\n", + " for k in range(number_of_averages0):\n", + " if bin_array[i,j,k]>cutoff_array[i,j,k]:\n", + " binary_array[i,j,k] = 1\n", + " else:\n", + " binary_array[i,j,k] = 0\n", + " return binary_array" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "# Keep in mind, the organizational scheme for bin_array0 is 'bin_array0[ROI#,Point#(a single variable combination),Average#]'\n", + "binary_array = cutoff_array(bin_array0)\n", + "avg_cutoff_array = np.zeros((number_of_rois0,number_of_points0))\n", + "last_index = 130#int(np.nanmax(index)/number_of_points0)-1\n", + "err_up = np.zeros(number_of_points0)\n", + "err_low = np.zeros(number_of_points0)\n", + "\n", + "for i in range(number_of_points0):\n", + " avg_cutoff_array[0,i] = np.sum(binary_array[0,i,0:last_index])\n", + " \n", + "def wilson_interval(n_s,n_tot):\n", + " z = 1.96\n", + " n_f = n_tot - n_s\n", + " first_term = (n_s+0.5*z**2)/(n_tot+z**2)\n", + " second_term = z/(n_tot+z**2) * np.sqrt(((n_s*n_f)/n_tot)+z**2/4)\n", + " p_up = first_term + second_term\n", + " p_low = first_term - second_term\n", + " p = n_s/n_tot\n", + " error_up = np.abs(p - p_up)\n", + " error_low = np.abs(p - p_low)\n", + " return error_low,error_up#2*error\n", + "\n", + "\n", + "for i in range(number_of_points0):\n", + " err_low[i],err_up[i] = wilson_interval(avg_cutoff_array[0,i],last_index)\n", + "\n", + "plt.title('Average success vs Variable')\n", + "x = variable[0:number_of_points0]\n", + "y = avg_cutoff_array[0,0:last_index]/last_index\n", + "for i in range(number_of_points0):\n", + " plt.errorbar(x[i], y[i], yerr=np.array([[err_low[i],err_up[i]]]).T)\n", + "plt.scatter(x,y)\n", + "plt.ylim(-.1,1.1)\n", + "#plt.xlim(-1,1)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "# Keep in mind, the organizational scheme for bin_array0 is 'bin_array0[ROI#,Point#(a single variable combination),Average#]'\n", + "binary_array = cutoff_array(bin_array1)\n", + "avg_cutoff_array = np.zeros((number_of_rois0,number_of_points0))\n", + "last_index = 130#int(np.nanmax(index)/number_of_points0)-1\n", + "err_up = np.zeros(number_of_points0)\n", + "err_low = np.zeros(number_of_points0)\n", + "\n", + "for i in range(number_of_points0):\n", + " avg_cutoff_array[0,i] = np.sum(binary_array[0,i,0:last_index])\n", + " \n", + "def wilson_interval(n_s,n_tot):\n", + " z = 1.96\n", + " n_f = n_tot - n_s\n", + " first_term = (n_s+0.5*z**2)/(n_tot+z**2)\n", + " second_term = z/(n_tot+z**2) * np.sqrt(((n_s*n_f)/n_tot)+z**2/4)\n", + " p_up = first_term + second_term\n", + " p_low = first_term - second_term\n", + " p = n_s/n_tot\n", + " error_up = np.abs(p - p_up)\n", + " error_low = np.abs(p - p_low)\n", + " return error_low,error_up#2*error\n", + "\n", + "for i in range(number_of_points0):\n", + " err_low[i],err_up[i] = wilson_interval(avg_cutoff_array[0,i],last_index)\n", + "\n", + "plt.title('Average success vs Variable')\n", + "x = variable[0:number_of_points0]\n", + "y = avg_cutoff_array[0,0:last_index]/last_index\n", + "for i in range(number_of_points0):\n", + " plt.errorbar(x[i], y[i], yerr=np.array([[err_low[i],err_up[i]]]).T)\n", + "plt.scatter(x,y)\n", + "plt.ylim(-.1,1.1)\n", + "#plt.xlim(-1,1)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(hist_counts0[0],hist_bins)\n", + "plt.show()\n", + "\n", + "plt.title('Histogram of single atom trap')\n", + "plt.ylabel('Occurences')\n", + "plt.xlabel('Photon counts')\n", + "plt.hist(hist_counts1[0],np.linspace(0,300,40))\n", + "plt.savefig(r'C:\\Users\\hoodl\\Desktop\\histogram.png', dpi=1200)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + " img0 = np.load(r\"C:/Users/hoodl/Desktop/sumimage0.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " img1 = np.load(r\"C:/Users/hoodl/Desktop/sumimage1.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " plt.title(\"0ms\")\n", + " plt.imshow(img0)\n", + " plt.colorbar()\n", + " plt.show()\n", + " plt.imshow(img1)\n", + " plt.colorbar()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + " img0 = np.load(r\"C:/Users/hoodl/Desktop/sumimage0.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " img1 = np.load(r\"C:/Users/hoodl/Desktop/sumimage1.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " plt.title(\"500ms\")\n", + " plt.imshow(img0)\n", + " plt.colorbar()\n", + " plt.show()\n", + " plt.imshow(img1)\n", + " plt.colorbar()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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QekPmvrHD6m/51L6+zXR9ieIVSenDuQLjMyW0K5Fyf72IOUnY/5Tovs3BhGJHHLW/4GD4IYWdiQzu9hBzKtu4BxHeilxDVMnjtYosvO2BbVG8P6J0/YBcP84mKCNK6J+3qdzoc/BskfqtKeErl8hvHZJYBkFrjuo7e8R5g8RWVO+F2Ne2mLs+pvtL51FhLOcTJix8tcvoQg3lTdC2iXPtAbl+xLRqMv+tCWZvxOBSDbvnMa2Z5LcOmdYUUSVP7FpM6zaTZoG9F0sU749Y/vIB5QdTivdHxHlD7t/NmNFqHu062D0Ptzuh0B7jdEe0vhSS2+xgjxNWf/2Q3HHM/FUPa6Lp/Iw4/7VfOWBat9G2yeiUQeHeMdO5HPNXvQxfnS6VCCs2kWswbFkptvbh7ZMQgaG1/g2t9brW+pzW+n/43jtAfG4ZwghjcR5VlPTErFUp3epjdo4AsB4cwE4X970d1NkWhBHB2iKN37yNsbZKfOsuyg/QtkVxawBhQP6dNO23LYLWHDoI0Q87xJfOoF0HdSzpljoeUXn9AfmtQ+L2DoMXl+Whd21UGNH6lXtUbqTRjh+glxsYocbpjshtHRCsLco5dvpgW9iH4kgOn69DrYyxOC8D9yefQj/soMI4S4d1IU/5zhDCiOPPn8Pq9NFBSFTJY3X6zH1jB22b1L6+Tfmrd7PrMntDEtfG8OSag1YNbVsyAYTimJLNuxTuHRNV8hLV9DWxmwLRfsDDz+UxBj5GqCm0x8SNEoNXTlP93Tt4Fxrkux6RazDamJd0F4iWajIAC3mswZTBK6cFmzz0yB2FDC7V8FpFyg+mABS7MYltcPz0HMUrDzH8EHskBQ+nfUjx/oiwUaB2OySu5MlvHZLfm8q1RVIIMP2QSauCsb3Hzh9doni9y/HPPMmkVaG/XmTlXx+QFByav9sV51K35Zy39hg84YJtUb5xROkrNyUCvHQGb8Wl3I4w/JAor2SQ94eCVz3cIWi4JKuLhCWTKA/jZYfejzWpvbFDUnCo3hySVFxWfrPDtOEQVCyCkgypld9oS0ru2tg9j85nqzJJPrcEQP3NPaZLJaJKnsQyGJ8pMbpQwwgT9n72DJafMF6r4DdM+usu+b0p+b4msQ3iSp7Rkom34rL6j+/hna1ydNHOsGGAYcsmLEmabU3IHNuHMY0m1o/3+qjsY8PEN3sj4u4eyd4BejxGbe9KCrkvEZVybPlZqxI93EF5E9jvYb39qAFC/PkXCZuVRxjaShMW6iSuTbRUw3ztGqroEr24jjmYoHZ76CDE7I2IHu4wXV9KP0twIPpDrLc30WMfbAtj4GH3PJKKi0oxLMIIAKd9iB6PiRvl9NzE6Ta+2WWyNpde45DCNzYxFucxegOG56R9lvImGNt7xN093H0BkcOLp7CvbTHeaBI3ykSVHPFSHb3ckOuqldFjn9i1JeoKIxLbkHS7VkUX8mjbxGytoLwJph8Su1aGdwFo12Ht79yi92NNxksWKoyxOn1yRyHxuWUsP2Z4rkzpVp/ylQ7aNvHXFzncKJLrx4TNClFFwGfTD0lcwQ6r1w7J9QJUmDCtmbjdCU7Pp3xnSHR6nuGlelZ4SPYOUGHM/vN5jEhjeAGjjXmMKGF4roz14IDCjk/3lWp2X5pvjNAF2T5yDRqXe3hnq5h3diXFbpWJ8gpnEOE/tUL9vQFxJS8T3gvnMH35zmYFiOOn56htjuW7KLpShPnUU4K1VXIU748odmPsccLcu0eCyYYx6v0tjO09kopL6foB2pRCiOXHEj3mFZNmAb9V5tT/d4/EtWVCniQMn1nA6fk47UNMP6Sw4+N2J4yXHRpXBhhhQq4XUG6H1Db9LEXNtwccbhRZfHtE5e1dotPzWH5M61fbjF5dw20PMQY+QVUKC9Oaxfy/fUi+++ExMIAE/Vivj8o+Fg5MWZY4iHpdHNVCA1UskhyJE0j2DtDVkjiSdPtk70CiqSCAMEB5gpmYr13D2N7D6A2y1M7sHGF1+pitFQCp4t1rM3nhDJMXzoBtYS5IdVl5E3QQoMIYamVUsfioYNA/htvbkq7ty4McNh+1xVLFouBjtoVebsj59ocYYUJSKaDHPnp1ObseexQTnZ4H22Lywhmin3gWkAhn8IRLcq5FYitUKBGMcUdwMHU8ytLkuGDhry8SLdUYtgRziRtliWa9gMGLy5LOdo5QYcLcV7ZJbIPRakGA3YU6jcs95q6PhRIy9qW6GkqVtbAzEXyxf4x54z5GmDB3fSyFjPYhKkzIv3GLqJKT83Rt2D/CiBLMWWRjGRh+CFdu0l8vUnn9gaTWUYI622Jwqcapf9Uh3x6gbZPSN7YAwYKSRoWw4tB8/ZhcRzBKwws4en4Oc5JQvtJh0qpQvPKQ0atrON0Rlh9Tf/cQp90nLJnErp05t9xmh7AiFUdzmqB2e5S2PfymRH7jjSbHT89h9oY4W3tErikpPeAMIqZLJYaX6hh+iDq1hHJsuq9Us0lzeK6MChNGF2qUtifkux6Jrdj6C2eZNAscPT9H7nBKfm8qk1KjLOfXG2F4gWBcr1RRYYI1mHB03mHacAgbaXHiQo2F13qEFSd77o7Xchy+uoLbneC3yiQVl/rNEBXGFHYmaNtifKbEhzUNxOjHen1U9rFwYDqOSDbvoscyC7LfIznqC51ioY4625JBlDoFHUVwfhWjXsNsSuqWHPVlhv3C8+JwAKc7ImxWBB8LI9m3f4wOQox6jVxnhPveDux0YaGO0x2hbQtjbRV9/TbJ1jbKsdH9Y8G9alWMek0qj+OxRDavXZPPbc0RnZ4naVSIGyWSqzegVoYwwHnnjlAJamVxQGn6O62ZqDAmbpTJbx1iDaY4XXmQa5tjjIHMymGjIOmb7UiE2RCnWbrVx93cI98eYHX6LHy1K84LqZgClG8cYfohwdqiYGK2RedlR8DnigyoSavyKK10bJlEkGjEvraVpcfxpTOYfoTflLTTX1/EvvkwdbQGUSUvA7voElYcoopQFwDU8YjjP/MSzihh/NwpiRrTSDWxJBoMmiXMzhHxuWVGqwWCikVUyZN/5z7aNjEGnqSDQP3dQ3KHU6Zr8+TfuIWulijd6uOdreJce8DwUh3tOlTe3sXuDvA+fZbc1gG6kCfXGZHfOsQZRExeOENiGYRFg6TiCk41TeR5qcqgN3sj4pzQasKSSe4oRFsGk7U5putLLH+xQ1TJZemj0z4E4ODZAkHDpXSrz9n/p4M9CKWg8eAAazARmoNr463kpRiRfs+N9ycYkaSQK7/Rxu1OUuqNRaE9JnFtTC9i5+dbmIMJjSsDirsB1oMDElvRfaVK8XoX5QfEBYEWyjeOfiBj9SQC+z1MGSZGqZimiQ6qVkWdbaEfyuwaX5c0UW3vSrT1qackwlpbRI/H4pAW59GFPPn2QNI625Iv+rVrmZObObbsZ5Sgg1A+73hE0BRu1Swa1FE6+lLahbYt4q7gYpwXrprZWgHbwhpM8FYktVSXr8Nnnk2PJdeTbG1L6ulNSFybydoc9XcPMe60iV2boFXDuNMWMq8fYFy9TVJxs+rpzDHYNx9i9AYSAVpGlsJO1+bpfr6Jsb2H2Rvi7gdCWnVtDD8kLliMnztFdG+bpTckTTV6A+a+sYO7uYfT7hNVcvhPrWTfi+4f0/uFDczXromTsgzM3ohp1SSpuMLRungKAOdL72JECUGzxHRtXo7ZHdG43MO+tkW8VKdy16N0+5jCPelGnVQKJKuLFHcDwkaB47Wc3MtOX9Kfqol96Ane6AVy3AO53riSFw7fsiN41tkq2jIo3Opx/PlzFHZ8/FZZIpxGCcuPJUp9ZgFtm0zW5shtdjBCoTtU7nocXyxT2PEpbg0ynl3xehf6cj9VGEva5pqoKMH00ufDtggqFtZEk1jQ/qUW06pJvi/VaRAHPVnMETRceWZt4ec57UPKd4aYvSG5rQMmzULGsRuesmSim8tlUfikWcBrFfFW8ix/scPR83MYAx+7lxZmegGN9ydM1+bxLjQ4Ou8IjcabfOhxqoFQ68d6fVT2sXBgOmXSJ6OxfLljX6qMQSADo1CQiKdWhYUGxp02yVEfuzsA25E0EqEiSAoYMnxuSQZz6rz0eEzc3oGFBsneQRaVsVCXqGw8llmuK+klgLmwIFXRe23i/X30ww5GSQoMarcnJx9Ggols71K6fSzY13MX5TODUJxyGGHUJe2YRU/5d+6nqaAjvCjbkAhv4Elx4WwLY+AzeOU0+sk1vLNV4Xot1AnWFonPLWP0BsRLdYaX6uQ2Oyz9+n3Ci6cIWungHAhPSN9rk3/nPvmuR/z5F8l1RkxrFjoI5fxtC+065LYO8OetlEwrVc3G5R5GvU7s2liDiUQ1d325tzfuC8Wgc0TwheexOn2Gp3M47T7jjSbhXCHj6oGkfgDsdEkqhRTEzuEvOCS28Kv89UXGG02MgU/jm12Onp/LUrjcZofc4ZSk4NBfF85f/YtCYBbsR+5dYWeC4QWCkVVy35ZuqVhj+EJh0NWSEGt9cRJzX9nOJqFwrsB0bZ64UWb4E09kJFnClDcXChnX6Y4kggfsUUztWp/q3YjygymVu56QnPePJPKOUxXGSpNJs4Dd8yCMGJ8pMd5oEi3VhLf34IB8e8DS1w4ZvtTKKCP2IMBtD0WRgBCDo7xisjZHUnAYrRYIKzb7zwv9pnjlIc3XjzF7Q/z1xQ8/Th8zffzEpZAohEbRXITzq8T7+yjHTqMyR6KdhUbGeFfFIrMIjTCQbcIoSxMJA4pfvIYej5muL8mDeq4lUdXDDonnYZSKUg08HqFqVcKn1zA7RxjrT2AszhNePIUqupJCPrmGubCAOrWEDkJJxWplGfjjMcNLdZLRmOlSCVV0MXtDIcmmKbEOwuz/YaOAsb2HcmzGz50iOTqicO9Y0qSCAM3KFzJs3ChReXsXszf8NhDWvvlQZuRGBa7cJL83RVdLRKfnUwXBhGBtUaK+goN+cg1AGOjXROWVWAgXDgibFQaXagStOWr//Krgf2FEcq4lM/dCHSNKJGK1H0VFIIPWf2qFXGdEtFQjdxwL1nQ4xb75kNHGPMmz5zOG/4xQmRScLG2ufX0bp+dTvXaI6QlvS6VRdGl7gjHwSQoOyVGfxDLwVlwal2UCCS+ewnpwgN9K1xO5vc3gCVdSzzdukdgG7uYe1kCIsqVbfXGs/aE49i1J94rXuwRri1Rel/szY/PHrk3l9QdSzLFN+p9dxen5aNdhcKlGOFeQiScUKoja7VFojzPSq3adLOK3/EQqoJU8+a6HMfAyCs+MG2f5CdgW4ZyA/6Vbfea+sp1KwAzCRoHEQqgwrsn85SNynREqjAUWsBVL3xyhwoT+Z1flnF9eyfDDD2Ua4sd8fVT28XBgWrCX5KgPt7exzq5KBdJ2MOq1LNpRYQRhkEVJArBL6jlzVCzUJeVzbNSppYxnZWzvSRRXLDL9+U8TXzqDKhazSMx87ZpUQTfvovvH2Ne2MtDd7BzJ8byJsP2rJXGetuBG5RtHqI3z2INA5EKtOZH+eJ5UNsMAVSwyaVWkApY6jsKtHsb6E+m1uFmYrzzhG4UVJyMgziqEiSsYlXp/C79VFqdsSyqZWILTJAUHZ2tPosXXrgqAHgYUfv1tvE+fRfkBc9/YAduRaMsPqV47xD70SJ49DwimaHaORMZVkRk9ruQx7rTFAQCqVs2qido2mc7lMmqJ4QVSIEnN6A0of+mGRKu1Klanj3ehwaRZIF5Ko1NXqAD9l1dIKgVJRxsO2nWwOn3CVy5hvb1J6fYxows14QYWrCyq1f1johfXyR3HGFHC8c88ybRmMd5oMjxXJmwU0Fbq4J8+TfLsedHMAkFrDvvaFsOXhDPotwSMt7sCVfg/+RTjMyVy/YjOZ6scPl+n9saOpOYbzUcyq4U6QcNltFpg2nDY+SlRYBx9ehF3cw+75xG7UvGdrs3LpGAZ2K/fyKqj2raIC5ZImdII32sVsbsDnO6I+hfvSIrZspgulaSwcK7M4SWHsGjIvV/MUbnRx2/msUcyefwAhinJY74+KvvYLKsWd2XAqVqVZO9AMK3+MfHRkeBMswgrCDGbi/LQRgnTZgm752G/fgOV7qNqVZIgxPAm4tR2uoJFFQ4nNQAAACAASURBVItMXjhD4c17KQ1hLJFYtYQ540/V5IvWY1+qoEdH6FJR0tsownj2EtoWEbA6HkGxiN7pYtSq4mjDAMerQtFFHVmYfpRJnPJbh8LEX10GP5DZeXsX/eQaMWBs70nRwpuQbG0TbcyT8yTFU9u76IUGZm/I+LlTFO6VcNtDjn76HPU392C/h5NGoDMQnpUmVrGIhow+4LaHgtk0K2jbILfZIVhbFFpAlGB1+gxeXKY8WCJxHYzegLDiSLHDtoguncHuDogbJcEFlxuCOwKFb2xKBTlVT+SAfCQVuUJYJ6oIB0qFBYwoofDmPcG3egP5LhYa6OWGDLxWWQi11ZJgk5V8JolKbJPy5TYaMMKEg5fqLH7pIeNX1ync6mH6LiqMcfctclsH9F9eISgpKjc8okqe/rqL24tx/YjBpRrVd/Yw93vo1WU5bhASPj2X3Sv75kOMc8vErsXwdI6V//M9sB3i1UVRPgw8qV6m55HrGCRWmThvUL0rWt3qTUnjTE/oLqPzVcxJwvRSnSivKKU8OuuBVNfzW0ileUNwrVxPJr3RhRrG2SqFWz0Sq5FhbKwvUtiJ6K+7DC7VcPcFVyxf6UixZW/6Axilivj3lDr/+7OPRQSmbDsDzKN72+ggSH+GGfUh2TuQbdNITQD9COurV9HXb2MszhO3d9BBmFXisC3i65tMXr4gKVytjNPzRRTdKEm6eumM4GZ9AZaD1pykoTWJbszWitAjmosYhULWLcNYnEcHoZxLsYi/viipgu1k1U6jVMywmqTiipTINlG7Pfm9IAC0sb2HMfAlLds/IqlIhFP6yk1MXzprJOda4vxsSxzFThdubwstouISPr2W3R9dLWXR4ayCmNs6wPACIeFa8rXPZnz75kP8VhnvbJXxRpPK27tM1ubEIdtWJnBOKgUhE3+npYUEVatCf8jBHzlFdHqe6ZIQOXO9ALNzJAzznicyHE/IwCpKhI7y9JpgjL2BkG7bwww7y212JIV9f0sKLNt7TNeXUEWXxDZY/NLDDJvSriMp8O1t+axCntobOyx8tcvgUk3Sf6B8OZWCRTpNkxtSKbYt4nPL2KMYtdtj0qoQXjyFeWcXFSY0LvcktXakOHLwUl1S58MpC//sOoMXl9G2Sfdlm8RSxDmDyDXpvlLF6fmYfkj+nfuUv7VP7lAY+pW7nsjG0rSZWhn2eyhvIiklEFaEUG2EmnzXI2jVKNw7pv1LLR7+Qov95xy0bTB3fUyuL0L13GaH8UaTXGfE4Yb7735vf0ATEF891uujso+FA9NhiHVqRUBvS4ikmWWRV5CmiA0SzxNH8bAjKdhLGySVAsbaqjxYd9oYdWGlK8si/859jHoNQFjn23vy8PYGKVaVLgS90sRpH2aAvVSLLCGFBqGknNc3hevVP5ZoybEFF/vSu1kxgIU6enWZycsXqP/jNyUieX8L/dZ7mL0h8bnlDCezHhwIPcR1ZAAt1FG7ApwHL5wT+kBvkHHA6A8FBH45XfHMtoTZfuhlpf+ZQ9b32oQVG20ZAhAXRI9pDDwh9YaxVHKXGxTuHVO41cvIue7mHsnqokiVeqMsvU8aFdFVhjHJ6iJqe5ejTy9K942lGsnqIvX3JCJzej5HTz3iyekglCptKPyrwaUaiWsLfaFgyf1dkpRY26bQTrwJO3/irMiynj2P8iZ4nz4rBZdGGXsQZAB1fuuQsJFOMudXUVHC0fNzj4Tu+wHDl1osfLWbYZK5ozCNQCO8C41HNJSzNt6nz2Y6x2R1kbgg2FRUyaGrJeJKnvl/cgVvxWU6l4OVphCggSf+jzbufkBp28PyY/L9RHhfro1ebsg1z1LJuRz2OBHKT1o1DZ9eQ9sWphehbQP3y++JTvNWj0lTKCZBs0ShmzD/rQmr//ieCNTDGPe9HUbnqwRri9iDUCqeH74ImfLA1GO9Pir7WDgw5Tjo8ZjE81COg3Jswp95CR0EUgUcS/oWX98U7AkyHEnfa2P2Rqjt3W8rFSdH0oJmVjUEhF9WkTJ2fH1TMK+tbSkaFIsZYz/+/IuCMxWLQlDcl1RJFV2sUxIReq+uk2zelUF3bhmjXpdCweJ8Fh3Zg0DS3b0DwlcuoSyL6N62RDFhJEByIY8x8CSNSq9NLzeIzy3jXHsg4vBUexk2KxJ1uLYAt2dbadHiEU6VuLYUA1aaqLOtDCy2On0hSw7S6HBNAF67O5BIsCJRoi7kReRekOpisnlX5FNnW4KP3d4m3/UYnisLRrbSpP7mHoNXTpNYBsNzZVEA3NnF2N5j7t1H/CO93EAdjwQgr5WlWninjXp/i/wbtwSfC2Ocdl+iKIQesvj2CBbq+M0807X5tAOGj+GHWJ0+Ts/PnJDTFpxwcKkGYUT15jArSph+ROHX3xZlxEKD0QXRNNqHXtbZw/BDrAcHzF/1KF7v4s+LAmN4rkyuM8LuDshtHQiu6gUkz54ndxTSPy9pu9kbom2T4XNL2D0Pwwtw2n3q70qxwPjauyJdC2NJif0Ay48pfeUm3orw62ZRbtisYEQJua0DkmfPU+xEwgO0FaXrB/gLDqXtSQbYl64f0H2lSrwkaelMqhY03EzW9WEt0eqxXh+VfSwcmA4C4v4xyrJkoBeL5L52XTCnVBtpLixgFCS1mv2U6Cd4NPCDkPjSGZJRSoitldOUbkz0cEf+fuUmyrHleGurkiJ+6ik53vtbmHd2sV+/kRUCDD/MeGD++mLWBSP/O+9gNhfR1ZKA60dHGHfa6WzvPGLzI+mmc+0BauM86lNPkTQqEtWlZNis31laKBidr2IOpPo344VN15ey9MfwQ4yBR3x9U/Cu/hBzMMmcDmEk+FwYpVIXUQGMNoT1j+2IU7p8XSRIloF54z5cuSmpdRgJoz4l9TrdEeFcAW9FZFjG9h61N6RDkvImKG9C5e1dAdi3Peln9vTpLMqJC0LNMHoDSbnTVM0aTAheOJdVmXOHU9EGplIt5QmB0xxMmLQqFNpCdSlfbmddKOJGGcOXynBSKRA2K2jbpHrtMJvQDD8kbFbkGp+7KKldo4TbnXDwUl2UA2nrnriSJ16qY3cH6EKe+X9zn6RSoHxniNreZbQhOKsu5FF+QGIZJLbB8pcP08pxGXMg4uzOjwu9AeD46Tmc7gjzwhNYDw6IKiL1SiquMPc/d5Ha17cZbcwzXV/CW8njtA+lvU9ayMkdTnHaQsB98ItL2KNYqC22IR0yXIfqvVC+n2vC67MGE4Ytm96Tj7q3fN/jlB9sBJauW/pPlVI3lFLvK6V+TCk1p5T6olLqVvqz/t2O8bFwYCDyILO5iPPOHakyBgHWqZVHrPeUIZ54njit1WWhJ7y0IVGP7UhU9tpVKQYUi8S37koa4tjZ8Y1SUfAOxxZRd3tHUsJCHoloxlk0pgt5iUCapawUPlmbywoJswpmUimIDKpYlGiw6GKsrWIMREOZYUR+IJFDql006jVh7nf30C9tAIL1Vd7efeSA0sjMufYgw4TU8Yjo3jbmxrqkjEWX46dFb4ltwX4v+//MiaiiizOIpOLp2NLU8aUN4kYZZ2svw/nM3oikUWF4rizOuC+tiuyuVBGttzdhQXCfjEc2HovTPNuSnl4vLOIvOISvXCIpSJNA8440dNRPrkn1sVWRhpKDKSqSnmcZQ72SS3mAobSROR6R+9r1rJURSNXTiBKM7T3CuUKWnjrtQ0k3XZvBK6eFOGoZ2N0Bk5cvCJ/Nj0VKNJhQ3ZqilxtYgyl2T5yvCmOSitzTwSun5bO292ChIU0CIKO5WIMJRpgwuFQjdi3M3hDvbBXDD1n5jTbWgwO8Cw0KOxO8s1IgipfqOG3plCHdUQ4pX25LFPWNLTmPacJ0bZ6gNcfwdE7kWF5A0JojsQ0a74WMlywRfC847H2mjt8qC5UjfVZzmx2UH+D2pGfYhzWNIsZ4rNdj2t8CfktrfQlZ6f194K8C/0ZrfQH4N+nvv699LByYMtPeTkfS5sZsrUjqddQXdnoQymBZaWIuLAhf7Pa2bDuQCEYvN8SJ8Yh3ZZ1ayXhjs+OpWlV6daUNFM3mYgr8S7VLP7kmTi+UdtZGqSiD3bbIv3EL50vvCvvctoSwut/LiJZxV4S9Ii2qZR1TZw4Y25LPac3Rf3lFGhPu9sRx3LjP5OULWcVy+FJLdJa2JXheeoykUiB6uIN54QnhsHkTkkqB6jt7QjNBwHQdSGcHY3GesFEQLtDWAZxfTXG6RpaqBGtS1Z2lYQCVG31RFCzURa/ZH6JXl5m1JkosIxsoenX52zhsUV5Re2NHsK4U49HjsYi077QZL1miD001ktoyMia50RuQ2+xIZfbcMvV3D+W8zrZElbFUJ16qM1otYN64L5NFlEgLIctg+NwSRz99DrM3pPzVuwxbNofP11FhJFholDCt2+S3DvHOVoVA7Eu0PF6rSJqe0nYKO5NMsyjtmazs/lod4aTNGkcKB8uQ3nN+zOhCDd0/Zrq+lHHiZgqEWQ84ayBVcn99keFLLcp3hsI/9ANK1w8IKhbaNig/mGL6IWGjwGQxh+lJwWL+8hGWn1C9dsjS7zxk2BLpVdCSyaz/2VUma3OMm6aQZn8A9oNKIZVSFWSV+H8AoLUOtNZ9ZP2MX043+2XgF7/bcT4WDmzGxFfFojif/rFwrYIgA8+TI5HOJEdHWbplLM5n/bmSqzdkkH/qqQyw19USydGRDNCjfkbNALKIRwch8f4+5o37MmOF0mVB+UHWUSIZjQU3WWli1OsCmAP6rfdIRmPRM+7vS4Q38Im7e1hfvUq8VBdQfKEhkdLxCPPGfazBhMq/ukpYEbxvpjLIbx3K75ZB+XIb+9CTCDSVSiUNSY+EJycCeN0/zlIbkEphtFSDMMjSD+faA2pf3876nwUvnCOpuARri6n4XB4D++ZDqabu9qSyu7aKtgzMwSRj/mvLQN+Tc5vdS2PgZVWzuFGi2AnRYx/70MPsHAlLfnGe0vUDwqfXWPiXt3GuPcAaiFDc6A2kMmsZ4uSX6kSVnDSYDCOhbaSaSIDji2VK2x4sNKTNc28ksqSCQ64XZHIjvdygcWVA49euC9BfK2P2RpS/dEOKIZARWaNKHm0qvJU8erlB0HCxuwOhNgymlK90hLSatmtKKoVMl+m2h/jz0gBx+uMb5LYOKLTHeK+uY79+QzhsF0+RuDZhs5JVR5UfMGlVyL9xi9L1gxQ/M1IwvyR9z7bkZfaGjJelhbdEb+IkItdgeEki4ubvdumvyzklBRGr24Mg06N+6HGKItDmY72AeaXU5Q+8/uJ3HO4JZMX4/10p9Y5S6u8rpYpAU2u9C5D+/K4Sgo/FytwVY06/euG/INmSqGoG5GM70tblgUh/jLXVDO8yFucljapVU46Xm3aoCLI0cdZH3tjeE4yqLr25gCzNmvUew7aI2ztSyZxFaCkvLW6UJR0EYe+fbWVUBLW9m3GfZioAvbosGFV7B567KGlPCowPL9UJSgbuQSTl8IZL7mvX5TzCQM77A+sBPFIfuELPWJZyf9woSQRlW4+qqGnVLl6qS6+wvQPpmDDjw+0fPaKhpF02dCEv1I3VRcH79o+EDJyaOh5llc1ZWx8gE0YHzRIqlM4TKoxR27sEL5wTYfy9Nsmz54WU26wwbYiDsQ9FyD2L2pKKS1QRCdLwmYVs/YC4ks/kRxIlCScubpSyfvuj89Jna9YU0t2XXvJGmJDb7DBdX8L0IwZPFKTvfnqv43PLQitJuWxGL23Vffk6wReel8JAw8Wft7DHifDD0vsQtOakfZJtobyJiPgtA/valjwL6bX1fqxJsRNm/fstPxEJWbqOQtwoZeeV3zoUbl0oLYzMaYLbnakBLCkIDDyGzy0xbprUb005XstRbockluL4rE35YYTbnWRrOiS2wfFZm3xfM6kp3v27/81bWuuXvt9xevHZvP57v/Z4PfF/cu3Wd/0spdRLwGvAZ7XWryul/hYwAP6K1rr2ge2OtNa/Lw72sYjAQFj2ZmvlEYUi7XllXL0t2EkUCTdpBtzbFuaFJ2TfGXHz/Ko4uSAUGU3ajkcvNzBbK5I67fdk9rUdSUvTtGDWySKpuMKef+4iOgiFfJjiLrN0FCTqSK7eeOQoK4VHYvQoedT65/2tLKpMNu9S/ta+dOi83sW405ZWNC+uP9J6Ik4jOdeSSGq/l+kpg6dPZ+A2kPb8sggvnspE1SCVsGipljmv4UstSZeOjjj83KpUE8OAuL3DpPWBdkDeJKsU6rQt9iwV1el9ctp9rIH0+Nf32jjtfoZFjc5XRVJVl2KEsTiP35TOo0aUUPrKTdGvpuzySatCsrUtlb+vXkW7DuUv3RB87V5baAYfUGHM6BLTuRzFKw8Zrz0696A1R64fSQfVzkgcaCGfpU71N/dwN/dQp5aySREEG5x9hnH1NmrjPLnOiNi1cTf3qL+5R+lWX6J5VzqTOFt7cu9dR3SproV9bYvR5y7KhFIt4V1o4B5ETGsWzrUHlG71iVyDyQtnRCfalA4g1ZtDoaxUXKH2DHzsUZy1FJqRZweXauhCntL1A+q3BK+buz4m3x5QuNVj/qrHuGmy9YtFnC0R0uc6Ixb/4RWMSLPw1uD7G5jfYT9AEL8NtLXWr6e//1PgRaCrlFoGSH/ufbeDfDwcmIa4vUPc3hGd4uK8DKI02opv3cXcWCfXGWWMeBCFfzIaZ40Qub0tM+KL6xmOZmzL9c+IsHH/WB7aoispZepo9Hgslc+33sN55460d67XRB6UtlUZvSpkUfaPSPYOsh5i8bll1G5PwPhZ5e3ccsZL08sNktFYSLn9IU53RNCaE8XAuVZWXUz2DghaMvmo97ckoikWhUZSFcUBO12pNg4mWVNH42vvYl/byhxOUilg3tkV3CoIKV/pUHjzHka9Tv1dAblZaeL9sRdlwYzVRaJKjv7LQhEZP3eKsFEgbu9IxbY3kmrZ+1vixNPFRfSTa1KFDGNh0L+9i7H+BPk9aXOjbUsaG27vErsWo89dlOtLO4VEriGtwyt5jPUniCp5hl+4JLjmeal+KseW/Rtl6cTrTbKGgblegDdvwP4RdnfAeMmW7yKSdjiTtTlZLWlOokbCSJypF2R426wajG3JRJLy7kw/JGjN4V1oMLxUzyaNo59/koOfOiNdPnoDJos5nGsP8F5dp3SrT/fHG2k/NCGclrY9wbW8CcWtAdOaRb7rZVpLs3NE+5dEuD9pVVLisDSUnM7lOHhGGjcWdiaEcwVphNjuZ5rSo+fnGD6zwLThUOzGLH0zXfYvzRCmP76BijXHF8sffphqRayNx3p972PpDvBAKXUx/dNPAdeR9TP+fPq3Pw/8i+92nI9FClnNL+kfq/5JAMGSFhYygHgmH5qB4NE90UomlYJEQMy6RjySHM2imVnvr8TzxNnUytJx9Vi6vxrrT2QyIxbqhHOFR+lNuu8sJdWrj5ZhSxqV33OVlxkmxEpTHvA77aywsPunL7D85YNHGs6UAJsx52dp3CxVdZ1vX0IuTZGVYxP3jyV1BlhoEDYrOO1DaVz42jX0SxtSTfMmGWAP0r1gJuaeVVv1ciMr9VudvkSS27t4r65/m4DcGPgcfXpRZEuQ3UdICaqz5eX2e6I3XV+SokHKLu+/vEL1d97n+GeepHxnyKRZwP3ye4SvXJJ2QfWa6DIHaTfbWjldrESY6LOl5OK093zkmhTuHUuE+dySCKh7Q/TYJ3j6NAfP5Dn1a+1H5N7jEYefW6X+rtAr4vYOZks0lzNaB2FE3CgRuxZOu8/xC4tU39ljsjYn61ciEehkbY7EUhSvd4mWpHo6XV9ChUk2GflPrWB6gt8B0iMu1WFqW5ok9teLzL17RNiQzhRRJS+OaGsAt7eFspLKu2Ypdexa+AsO9ijGbQ/Z+0w9i66iSi7rfZ9/574QpG2ToCFdZn/7vf/xQ6WQ68+4+m//2tpjbftzT7z/PT9LKfU88PcBB7gL/AUkqPoVYBXYBv601vrw9z3Gx8GBVdSc/oz9swCCU6V6wKwVS0paBSRFS50ZAGFE9HAHPvOsNJ67dRfzwhPCpA+kU4UOAoz1J4RFn2JmwCOsJx0w2BbJ5l05hzBg9LmLlK90pB11byQNDjfOZ9q32QDPsKNUtB0v1YV1n1YDVbEo2ssUP8ucZmrKsbO1LGfpcMaoL+TThouNrEI4w47oD6EmzG3zxqz3v5PhfEFLiJqj89Vsybh4qf6IilAQKoB5ZzfDw8K5guA7hbxEwYV81iMtqRSya7cHsipOVMkRVCzKVzocvroiIvH02IlrE1VygpfZFt3PN5m/OhYnhUQJs8FrDLzsWpNzEpHMsLHcZufbnOTuTy9R6khvLn99kcg1JM2zDPT123JPN0SUrnyhdVRuSNTiry+Sbw/wzlZl9SHLwG+VsQch9s2HBE+fZng6R+Wuj7YNWV7vbJU4b5DfmzJazTP3FcFqM4ebtnGaWXR6HsML8FvlbL3K2fqPRpRkEa0x8AXL7PTZ/tMtmpcn2cpUIGtA7PyJsyz/v7dIViV9/uB9GS/LMzSpSSui8oMpKu1vltiy5NvsvE0/5IuX//qHcmAXnino/+VfnH+sbX/h3Lc+1Gc9rn0sUsiZfEi4VNKVIVqqZbKc+NIZEUAvNAgvnpKwv5AnuicPkvHspSxlMmtVcRTFRwx8tXFeGOCpXEmPx1LVvNeWlGw8Fs7Y/pFEW+MxrDSlD3z/WBbqSKtWs7TDHoRMmgVJ9Typ0mX4mB9iLiwIWz/FmzL8LIweOeEwID63nNFHZqkiiMIg2ZNFTFSxmBU4dP9Yzvlhh3h/X4inSLfUmR6SFPh32iL/ye9NMW/cx39qJZPB6GpJcJc7uxnGNltRKW6UpduD/Ujrr21LGimG0u7GaR/KcnZhIotgLNWY1AyRwqTYmn7rPSJX2rnQH9L81dt4K67oC9OOFuNlEbT76yJHmkmk9MOOEFS7wkujVsZfXyRo1Wi8L8TZpCIdTGddStWudPcw1lZlrceWrGYV5ZWoDRqihVXHo2wlJWPgYUSayaJQPZxrD7JuFtZgSu+lBomtpGWRbchiHOtLjJ87hXnjPolry3dgWwxeOS3pd0VkYdJ2u4/TPswWGLEeCIvfaxWl1ZBl0P6lFnEOpnU7XfDYIbEMDj+3yvKXD3jwn18Quoltsv8TTWJX+scZkawIXr0X0rjck8isO8AaTHE39yi8eQ9zkkh31x9QS+kE47FeH5V9LByYjqK0Opa2b2nvCPExCGGnK+X029siFdnae0TU5JG+btafatZ1Qjk28Weelv9HiazBeHo+a37IcxeFbmE7subkxnoW6aliMXVsPvGlMzK4HFvkQkd9lDcRXs+b9+S89w4wrt5+RG1IGyAWvrEpnVVH42+rfqqiKxKp1WWsTh+jXpPZeXE+o27MFAjJuZbIjUri/PTqMsloLEvEXXgCczARPlQo3T0nL5yRamPR/TZHrmpV8m/cElmKawt94U5bHGijIu1z7uxm97V0S7pSYFsiCO/LknfRaRHN++uL6HT1JXsQ4DfzLH/5AGN7j+GffImj8w7mhSdw20Oqv3uHyQtnCJ4+LS2uvUi4W9u71P75VeH3pd1Nc50RQcNlxjeLU8a6CiPpiIG0CieMZGXvM6VHXW2fPi1Um4rL8VlbRO+1sizq4VrSa/79rUwJMYsw3fd2KN4fyfNQk4WQQaKd2uZYVvE+lEWGsaXDSL7rSbXZD2VVoY0mKpaeYImlUGGUVWzjRplCWzoHJ41KNjEYocb0Q079qw6Lb4eymnpFZGKmH1LaFtxr6ZueNFicy2FNNNZggj9vUb4zpPbGjgjfLQMj0llv/sGLywRPnyZ3OOVwo5j1OfuwFmv1WK+Pyj427XQAiX6CUCqRtTLJ/j54YBWLUCwKzaFeF/DbMjIcSHkTGPuCn22IRtFsLgpfq1Ymvr6JdXYVfWcX1VwUkWva5wmgv+6y+P+z926xceXrld/a16q9685isXgpUSyRotSUjtTqoz7dbnfb5+JzMjljezLOwEiCQYAggRFgkLc85SVPAfI8LwMMkEmQyxiYZGyMx3Nst+fc2+2+qFstHYktUaRIUUWyimSx7ntX7Wse1n//S+30GfdYnQN57A0Q3a2myGKx6tvf//vW+q0/eQKIN3tiSZrMpGDv9WjTESp4/7XLmJQMZP7gIyimCffrV5DZbAkjt8vZ0koNeo9AQxZJHWHeguYHACw5x4uP2gjF0cB4eIBYMPRjcSyczFSJ/hHSDLgciKvVqaUp1lXEqzWy1a/PS+zKpD4LvXEIZWlqQQJ4tBtXbaTvPORzKexO0bU1zn5aQwT5FCbns5KjPimb0JafiY2rLcqItUQnlmt2uSWs5VG4fYxsOSuPSQBpovpTxs8ZDw94bK6U4deKVME/PEDz769h/u0DmIYmj2TaYQtYrMqfN7V7SsO1VSIrvtkFMhk5a1L8AKe/soTq+z3AoHk9ocvOv0PemepQhjK8MYfin+0jODeL/gUbeUOjQt9hyG2kCy/iVlNEyI0ldw26ClV8frrRh+bSdjau5aG7ITMSLA2GZfI5EFKYztUiZn7cR+5Ok5q9fFo+vlE9L6UTAKZSDbGBNfo+rB/dh/v1K8g/pgTHag8kjntmc0SzuKEi8wcfccYLoPIepR5oPMebE1Ml/ot0vTiPxjCBxSpJEB41P4quQ7Xtzyj0JRp6O9GMGXLFr+g6E2UEpx6HLR4NAcAP4F9aQnBwSN/c7j5ig9qdyu9tAsAUj2MawHt32WEJS0/U4ZA9tdVE7gcPoNaXcfwPr4sCwyizqNMhtXWvITusqJynJWiHr5545EJfWuQWMmOJsAr3GctPRnLh0y1HJiPFm9v8WRar/JqHLSrxj9pk9INdk3HmyIASZWON3sCE1iqsP/aHezxWC3JHsiU0G10Ga7gBtHHE2ZsfwG6MZJeTBJgw5YgpPfADBPPMNEzvHl6keAAAIABJREFUnmFcn5Fmbhi6nDUObtaYZGQa7OTKWanWP/kNFq/YoB0nttMYbVTp26xmWah1VdAx+IaXszRR3BKaQ+k+0428q+egupTCqH0XiutB649l3mbxg0N49Tmojidndwlfy+h7LNw7jC7zakWo7T6ci2XKRoIIbjWN1DubPG4DGFwuwfzBJzJRKHU2EfGAOnrfWEVs6BgXVcSjEZrfWZLgSfgB8zL9mPhr8dpOMEynv7IE6/4hjHu7OPsH14mVtnSmOI3Iw6/8tIXJTAqhrUPvTxC8dU0G9EaWgf4F+0t5m0ax+oU+flHXi1PAfA/RFouNmmW3BWBKheh05J+p9WXhifQ5wBe0CABMi65T5KoUC9AuXqD529A5g1hZpiq/VOJwWQzZk7mYWqLHT7Vtdj6isGi1RcQfMWBcyWSAkzbm/80THnuTAXc2wxfMtTUq5+8+QLy5LSmkYTnHmV7rmGk+x6fQmzySKis1eTSOLEO+kZNNoloqwf/OTVm0lEyGd9VKCebuMZN3VgrcZoqCBoDiSpEanszSpAWokOXx1iCT3rlYpg+vP+aGr8i4MHX/GOHl8zDOHPRfO0darVgkpHfPpCE8sNg5aQ6ps/FCWQaPDJdtpNqeDBfWm13oTRZcJYhQ+b1N3oieEebqrkD2+BEi24Rby9FOlAiLE/EwIMGDWnsArdmB1h7CaDvUmukK8TXCqG7uHssoOnP3WMo09Kfs7mJDlUsRxTTgVlkgg3OzHAs4DF1R/RhKJgOrNcaT3ygg0hXENzdgtPqSAOJfrcOfsZHddxCWs5i960DJZFD5qM8xiWC3TdbnkW45SN9+guHf+QpDdS0DWrOD8q02tYmVMmY+6bAognDD8Y3z0luruyE6axzsuxVTBBWTGlJ4OHjutyjN3F+qF/K5rxeigCmqirDbI33CJmNcMU3OfQyTnY1pCpGqB5y0WZjmZqd5jq7HwlamVSMhVkS7+yxKicRBmKgBHrOCV9b5eas1birn2S3I+Zh4E0fHpwi/8QqCg0MWu9UawhZDQ4K9fYohF6uckewccXO5sU5emWWSCPHRfWYKitZeWakRg3xwKDeTo+tLCMVgOLERwTDhX1qiWluE28ajEdfruio3lum3bwPFHEbns+hdnUGQTwOVMsZ1Rr4lRX5SpwdT6Q2hVefgXT0HAEi3HChHbZmnOdqo8nFmmI4U6ypyP31MoJ+QR8SWidNfWaLtpu/LbiharXF25fJIW/zgkHBGQ+XyQmRXxnsNudjwakXEugrn1RWEm1tEU7u+NGhnNlswf/AJtPaAdi8hvE2Cg5P8TulZdD1oTgB3VodXJn/LuVhmF952ofXHGF2nADgx9EvRcqWMVJu5lJndPoy2I28CylEb8Ut12O9uIVxdQP+CjfP/ugfrxKO63w8I5BTPxek16vL0ZpeIm2Q5UsyJmZ1NZr/rw7t6DvahS02bZcjXY2qribCcpRr/m5eZXJQh7z+xNpmNLo/OgAxIBtjJfTlDfAV+rH2hj1/U9UIUsDiKoNo204c8T8y6WGTGN85PI9cAUiC6Pd71RYo3ALmNk2wtj28SNZthgaiUJZgwbB1zXuYGkpkEcPMX5FPsHjx/ulSwpnx9fWVZfB9XssYSRlhy5IqWSXXAYYvd1f4RlKM29KVF5B4kcWhJQC2H3VisIlqeg/3hHoxWX1IRkm5Je+8eol2G6ipBxON2OcdClHRp9WVEeQuZJ0MU3v6UM5vuAOlGn+Zr14NWW2ROZcaStIrUVhPW1jE3lAtleHm+wewP9+CVLZl5qQQRfx87jannEkDpn3/Igmsn288zaM2OHGIDVMqr+1SIJ/NE98oiRt++SnvO1XMwb+9Abfdhv7vFpcph6zNOAa82I/lqxsMDPqb9IyrnN7d4k/B8brAtUyaSl/9om5qsNuGC2sY61L7LhPA7BzLJPLnM2ztc1Jw5IjkpDWzvy24pXihzeL9akynlTi1DAmqdHaK+ssxNrKFi9q7DZUnehtYe0L/Z7ODo2/NQgkh0UKFMNu+uZ1D+o22Eto7Y0BDm03CvLELxQ25isyo1ZO8eIiznZLhyQvw9+SqzF5KidfDr88j+8c+e700KII7xpQlZv6zrhShgUCAxOWqW5IjkLmVtHbOYDEfcsCQp2v7UoaoUC7QcJVwwceRKhKTaxjqPeUKKAHBepjoeGVhCtxV7HszWkAXSNNg9jUbQP95CWM5Og3fBxUG0WmOYiJ0GKiUZC5eo/2GYlEJUyhi8dUEM89NCOGlKmUiUt9gNNTtS7wOABNS8LYGJSXI3TjrASQdae4DhG3Xx/dldda7k+f0Xq5QRiEKpvvOJfH78q3XE3Z48zsHQERu0vKjtPkZVcQetlJDePeNqvtmF0hsi/cEjdop18rUi24Tzd1/hTEYYo8NyDrGdJphQ8ML0j7c4JrCY8qTuM5A3+y4zI1NbTcplClkpN2n/5gYZ8iI/MrS5EZ28uQHv6jkO8BerXGxcuwwliOC8uiIsOY6k1UbLDPU9vVmS2innYhmpjg/3CueRg69UoPgBrUGXzyOcL8FZKWBQMzApmxh9+6qMg8P2PrtUAMUtF2FahdkPMLhZQ6wpEqCYvv2ERmzXh7NofSYeLi7wOOmssHiSDjzAuJZH+Y+2MXyjDtWPoDre1PbkhzD6HmY+6UAfx9TxWQaBjLWcTC6af/uAi5UHHYzOZzH/50P4r11+vvcoHwGiL/jxi7peDCGrOhO/rv9HEnmDtWVgWxz97PS020qM2sCU/1UpT+UCldJUfOkHMqRDDvmFIFOKQ0URiT2P6vWdI4QnJwAITYwcClX1lWX5NRKZROQ4UqgqA0i6PWJuhBk88XUqSwyziHb3geuXSFpwA85SRKBFNBxh8Fs3kdsZsPAuVhHm01L0iDsPKc7c3mfMW3sghaUSeLd7yoK5tixoGm3AMGXwR+/GHOzD8RQ/LTDWscXo+tRWUwSGUOEeHZ/K3wG6AybuVLOUMQBT0evI5aDeJzHUeHggt7GJGHdcy/Nm1O1NxbYnbYy/dpF02aO2jJpLt9iRxIaGwWoOwyUV838+5Nxpblaq54cbs8js9qG2+5wRATDvPZ0a0/0AOGlj+KuXkH3UZRiucBtENgf08UIZylEb/qUlhLYulxCJQXrxew1mQ67mYAxDUlrX5zAp6sg/4HLpL5rrvdoMjFafz2GZeJ5kDBK/xPi+uJCVvwMAU9jjSg1HX59FthkifTz5jHJf2zkCKswBTR9P4OcN+FkNxjAkpdaPpXA2tHX0VgxUf9jC4CsVBGkFH/xf//1ziUvPX83F/8O/fOULfe5/e/knf4OErIpKZPR8SRi1NWqiIAzGzyTthMkbAPSlhY8e8+8slDlPEWtnQOB5kiHvSVsy7iXpYTRiN7B+gXdzAFqxAH1lmbMOnUx9AFyDO7S5JLDFxHydzKq0SoW5k+U8cP0S/Ncuc2b3jCA0CbeYzKRkuni0WkP4+lVk98VRYpVqfWeRg2d1pwGttkg2fqlIUaP4uSb1Wej9iVS7J36+JAIOoJEZho7iB4eyeAFErsSWCeWoLbuC1NmEczVjyqgPy1mJsjbefyA3gs4iN4X+pSUa0IUGKVqeI4dsxpa0i9Q7YkhfKUtXAgzCDifzWZkSlToj+ni4VmAS9oMuar/fgPbgCX/PyVGvO0D2keD0d7pEQz/DvEoEpslzEObpHx1tsDPVdo6EdYsZl5rrI93oy1GE0fcxe9dBPCK6uvjBIew9dq2p5hD5P7wrczKdi2Wod7elLMdsnNGHKkTJ3tVzcn6rihlYZImYvqM2O2XxfHvVLBZ+dIpUx6ff1NAojO6PKeIWHkc1YMakdcKwW7vB507vs+ilmkPkGiyQ+fefIkh/OV3R3w7xP+eK4wj60iLlBAExyJP6LE3aQoWd6MMUXRezKQ+Ff3GLc7MgQLy5zcitPE3I0fEpok6XHdVJW2Km44Om1BUFr6wDdx6yKHV71J4NnzkmmgzbDeaL/DqGzq7v+qUpwC+TkZhq7+o5ilLLNofPt3c4JBfHjUQGEtsMNo0LWegfb3GeFkTcfG3vy0Fy7kFHFtZ45CI4N8t5HgD4HtS+A/P2DgfUDWF07o+ZlF2fk4N7r1aUuGMctjDcELKAu8J2k7F489BVDqpdT/55wmhnVxsyS9HQENkmCm9/CqsxgLl7TDotqGcL8imEjUNpMEcxR2GusNx4tSKia2sYvHUB2s4ROV+Gjmi1Jmd/uQcd6TcdbVQJTby5IaGJ0fIcb0QrNRngoQQRwtUFKStRHYZ4pNoeuuvM5Uy3HBh9XxrYk4KY/B1t5wjp3TN6Lw2VnaKQiYR5Yp6V/SNM3twgscMPYfTpaXUW0ww2EUfeWFfZfQl/olriCcGrzUy/d6UE60fcbqNSojF8pQDz9o7cAHvVLBls93ah9h0M5zWElk67kIhoU3ca0JtdtF4rIMinEeTTsPd6PFoWssg1prPev/L7FF8MZvg3jomPmCvqRPsFiCitEhN6SFXgm0qrLVIRL+gOSWemZhnAoewfEedcKpK4mpieAc6kHEF0SF4Q2cy0QPoBB+HHp7w7C0mF9uCJHN4rRb5YcNLmm1oo9GGY0H74MeJClvhnXWWCUqdLA/WzaGk/oKdNLAeGG/TOxcsL6P4n1+SyIemEkq4F792FvrSIyDKk5SYajpDePZtuNo/4uMzdY6mT0n96l6gYPwQME9nNUyh+JBclXm2G6OXNbam6ZwCKLY9B8ANKA56eIsinGJ76tYtiYcKbi9rnUVLxI4y/cwPx8gLf+OUsXQ3lHKJyHqmtJsGCP2MCe8L+53LAkn7G6PgUkW1SKGzwTdv6BlE06v4xu2hdpazghMuRs40M1CDCYDUHZf+IG8RWH+VbbaTe2YRXtliE/BCnX0nDWSnAL9uUU/SIA0+G4sb7DyRZV7m1idAS4weDOZnKEWm8en+M4a9eQqQTySMLbz2PeKEM6/4hk5sSv2neYLcoDPHqHNHRzkoB8QKzAbwbpMqiwvlg8Mo6O/VyDov/ag9uxeQm1QmQ+9kJ5692Govfa0ANIpxeY4iv0ffhz9hfSjI3Y9X0L/Txi7peiAKmqNTdxIZOQsDynLyjA9TiaLVFspwah/RLbqzJ7MhEMqE1O3yzi+KSDP9RKUPZWEM8GkErFtg1rS3L40Vi/IYf8AjoOEyMbk3TvAHIMAcsVuVjC1vHMl5NX1nmbK2Ym3YxKzXOhw5bwkZiSnU1wLlY7hYj05LE7OT4F+TTfGwHTfo8N9bRf43izPTumYySS463iSTAuViW4l+13Z8WN5FpqSSU0/kSlIAwQqPPztJsCON/hSSDhALr1YoYXGf6uXl7B0dfn4HR9xDOl8gpW6mh/UtVvmnOHG73Ag6htQdPaO0SCJpwvgTnYln6S4cXi8+AIUMJlVQyGaYy5W2MzhMnVHo0Qf+CBefVFT6Pric3uEoQofLTFkWqf7aPzndf+kwidex5MN6+xb8XMI4s3XIwKRlyhhblbZxes3H6rfPA2jK7J0OHsrGGSYm0XGkL8z30LuWYOn6rgdKHgjdWzkFr84g7qucRnJtF5siTs0Sjz1CW4cUiJuvzZM65PuxHbXbvjkeibzknMdpqEPGEYmiIC1kUPzhEbGicQR40oWYz6F2dweD6PPy8iYUfsfirQQTjjJv557++GAvsb1ysGhSFd9MDkh/UnYZUiidHLmnczmYQ7O1Dbfc5h3rG/pNEgsEwOTAXL7T4oEkv5dI8lGKB6BN3Ok9RMhmZ0K3OzUIrFtjWX78k8yiD+SKL4WFL+hUVZywH9fFoNB1QC31UlLcQbT2mFGCxypnTAomr7joHzWp9WX5+sniQWrQg4mN+xpie/eOfsVMQeOgEeDipz8Le6yFcXUBms4Xo2hrv6KMRxa3X1qSjIEkoUvepAtfaA25xDe0zM0Ot2ZGwv8DSkNnlYDpeXsDi7z6izMMPGcQiYt0Sw3fs8c6P7X14N1bhXlkkhlrMhXQ3lB1J9scPGTAsjocApt2qw41i+nhCXv7uKcp/3oL9qM3lTt4CDluUe1SzaH2D4wGvPoeZdw+hjaMpxXf9Aoa//TqXB7U8UrunGFdt5D8+wqREwolftpFthjCHkSz4CUsuu92T6KHYTkPJZJB/7PD4baenOQjns4gNHcOLRd6cbm1C70+Akw63px9T8qG7EczWUHo8YZC8qrgewtevQt0/Zqfnh5JMqz14Io+0erMLrzYD9+tXEHs+CvfOkN085c3opENmv64isqYF+nmuGH8NlfiKovwzRVGOFUW598yffW70kcLrHyuKsq0oyl1FUb7QyiIOQ24ZX6ozSAJENVMxXyQip8I1tyKG7MHBIedBAmGjmMaU2LBQlp1JAj9U50QwRbcnc/38ap6DeN+TxSk6PmURWmOqkFZbRLzH+YJimtPtp2Fya7Q0/xk8zvCNOo8FfYcD2Pqy9A2qd7elitq6f8i7eXcgZiJpWQDVPtPD9WZXDHcJYMRJB/1fvzZFMVsGwsvnAdDg7FWzPOo0DqE3u7SyiO1spKsskDc3EHUYBoEKB/TR8SnUuVlu0SokgoSXz9PKsjwHr2wxkGKb4swgn+bnWAa6V4vwr9ah3t2eZkAKzI9xb5cJSK2hTPeGH3CRIVhhSep4aOkYXJ+XUhlmYVrUdnV7CG2y8if1WW7uugP5tbwbq0g3+vDyOqo/bMFZKWC4zHALe6/HqD6HxmhtEiFeXkC60cekPksjtJ1G5smQSxBLw7ioIvOEz6fZdpnJWbblYiEpVPFoxKSgsoXYYsKSe2WRX8viUb3x2ysYf+eGtIuldrnZDfJpaE7AaLj5Ek3wl0uIbFPy3ZQMcwv8Mj2TSS5Dkj4eC/eBvdejzAMs+EmGgXHmSGrIpDR1ZzzP9dexA/vfAPydv/BnPy/66D8GcFF8/A6Af/JFH0jkOMxlrM4JXrvorEYjxoctlNkFHZ9KlbtWqfDFf3LCo1kQEInT7ssjGuGIGcIAMxaPf37AzdW9Xblti4OAXcBKTSrWkw2oWmJIqjo3K4GCiUxg8JVnHkOlTBRwQhu4uz1NLfID2QHKvEIxKyECZSz1Z2E5Kz18yYIhkSqkugEUP5Dce705xR3r/QnUUgnxzQ0ex3eOEI9GGFye5hzqT08ZX9d2hZaMM5jomEbrRPaQzM/UvsvPFbFpSWc02qjCOHMw8+N9BmG8VJeoIYDH1Gi1xhTxWp4hsJYhFfzRMRcD8ea2FLjajRFU15fbuaTziZcXqDG785DBtTYzEAY3a5IOofSGSLU9Ob+aefeQEgRdRWr3FO76HMZzKXaRIrBFc4MpTtr14dWKtPN0I3Su5GHe3kGQT6H3jVWkdk+5WHB9PoZyHs4bdHGYP/gEk/kstPYAZtuVDgTFD7D0v94nFcPQGdSctxGVWaCMMwdqENE2tDyH/PtP6Qt9hdvbSX2WomY3kEEykWXwaOj6LOTFHCLLkEihqJzHuJbHcNkWQlq+FpPE8Oe54lj569eBxXH8EwB/kYj486KP/h6A/z3m9R6AYsK3/ssurVignipROz9jbk7U7KrjQVmpsUs7bHFLJkzSUacjN5Rc/eeENsmTmJxgb1++QWPPY/d10kbU6UJfWSYbS6TkAOJYOBpJhlg8comdEY8Vhy2+qPePaYHyA85mRi6lH6IQS7yzZTLXT2xIAXaLOGkzoVksCiJdRZhPUze1UIbzxjrC1QXgpAOz7XK4/ik9jpP6LLdUwhTuXT0nqKbCH7pYJUqlO0CYT2OyPk8QX5t0hHF9hsXJNEh/9QPquWZszqkMHU6NBvPk6Gw2zmgb0lWcfus81CDmtqw+J+ZvHXZOQs5h9D3Ow/aPEZZz1K2tiTnXxho3pWJTm9BS4fN3zZ+Lb97w9asYbszKuVh28xSjjapML48N5j/ajzgD9cvTFKHAUpHq+Pzdig5Raw+lX/PkdToQFD/EcF5DpANYrFJbp1MqkzDMwkePEW9uM/W83Ufw1jWkbz/B4Po8VfD9MTqvzuH4m0ss4pUycdC/dRP9y0VuUfPia1k6zDalGuF8CeOqjaV/ucfn+d5TjOsz7MRPiCFyahlp63JrVOGffJU5nk4tA7dG5ln+QRfpRl+SLBIqyPNcHOK/WFaiv+q64DPRR4qiJPLxJQDPgoca4s+O/sLfh4hZ+h0ASCsZhN0e9EyG1NSNdcR5G/Hm9jQDsViAIqidcRCwlT5scQMmQmsl1bQpoteqc4jBzSEMHZoYGqM7kHwtpVh4RjdmSZGksn9EP99H96Gt1HicuL0DZaUm9WaolOGsFJDeegx1/QIiXeVsRmCiE1GtX59DbKgkc545iBIx48iF6gdAsTANyBU8dh45XCgjF7brccOabFzbfcQrNaA3hNnocogrxLSm2GzFi1UZAJIcUbQHT4gmArhQgDjKCux0fNCE8+oV0lbfuwejvgzFD5B9d1fgb0oY1/Iw+h47uoMmSkJdHi+U4ecNWD+6j/j6JcQAC8TIBVDkMXuxysGz4HnFhSyiuw+gfPWKFKDCD/i7HI0469PztCEFEfy8gezmKQu+YWL4Rh1WazxFgfsRZ3t+jMxmC0BWJjLFmgLNDSQO/OzVORijSJJczWGM3J0mBtfnsfB/P4J/aQm9qwwKKd7rwq3lWBgPmsDr12hstnTExix/BwtlmH2SO8a1PPKPHbjVNNS+y2DbvR4KZw6irceIN9agBBE6L88w97Kahdl3oYitYfL7Sma4YTmH1ndrUIMYM5uuxFUngt/qD/si4TvEZD4ri9W4PoN0A9CcAJ1X54Ctv+K7ffqu/YXahL7I9WU/ms87/H6u1D+O438ax/HNOI5vmjpFo8HBIbeEvSE7rlKJsgpBaYhHLnDYovZrryHJpmp9mRvDJASkdQyttig1U0mEFekS/OUmYSBh43CaRWnomMxnOWMoMl15+NuvSwEnDJPmW8eR6UbploPw9auIth5PB7yjkSxyYZlar8RSwgF8+FkevhjKKkdtxIWsUNlb00RyZyzV2xSxjoSglsctrC1LucXgckm6BRLNkdbsTFHVwjoU2abcaCVfJ7q2RrTyvV0iiU7aiEcuMUTnCFtMNYckjjpj6TDQ2gMorofU2QTRtTU6DYTXD+AbnQSPDrvnkw5Fpr2hNOPD9+DUMoQrlvPsXJIkJEEytRp8XpRMBt7VcxhVyeNKLrNxBrsxoqkdIMWinAdOOrAPXQlsjLs9qAEQawq8ahZ+2UakcwNp9gMc/MOLGC6nUfzgEOkGlf66GyK2aClKrD2RocKtptH6RlXqvRL+vHJrE5ndPno35lhMT0gATlDXYT6N7D5tVoGlYfCVCrC9j0mZx8NwdUHeWL2yhcKej+rvb0MNIphtF6HNbrF/uSgSjjiPdGdJ9AgfPUZvxcDgcgnae/dkVubzXBziv1g6sL9qB9ZSFGVBdF/PRh81AJx75vNqAA7/si8WBz7U5LgHJnRT90WtV3R8CozcKVde5PppO0eAYcohf3hyAkVw8MPGIT2Q4thDJbcPCCOxmuXxzqvPQds9BkwDMSBtLTEAGDpyv3eLw/u1ZSh9BzhqU6EvEDzqTgOqYQLZDBQhOg1Xayw0fkB70rU1KO0hYkOT4Q/aJnMqo63HxAdZ89CEaBJ+ANX14Xz9CjJ3Dth1HjShiONsdG1tysDPWDxi+QHC1jFyEHKPl+pwyxas+4cciAcRFOF59ASbPcinMLiSR1kkHamOB73dl3ecJGjYbJxR8W8awFEbqe19hC/VKcDdaSBcrUHxQ+jNLhE1954iXJ7D4vcaiMXvNLbTCM/NItKXoAr44Oj6ElJnE1lYcrcaLP7LC1NcjqFJHn4iVu3+8jKsEw9z73UY5aYrAGwYACBAjVHeFsz+NML58yy8l5YEL62M/B/e5dzO9dG7OoPivS6H5ZYGdQKU/nQH7o3zcGd1ZPdtdC6mMOMzqzH2fJlLqeXTyN05Q1wpwbpPvphXzUKZuYrYUFH8M0GlEEfiYT2PzJ/eg7Y0j/6rcyg9dHkU7bsYv7nBDrM7QOvXLiLT5NIh+2g6bggtHbofwtricVwN+NsyzhxkDCacDy6XkJ55GTOb5Ppr1TlJvH3e6z8UoOHPiz76AwD/pdhGvg6glxw1/12Xoibm4TIH5M+IVtkheSxOzpj/vroAvHeXR45ijoN6ocNS1y/whVlfpr7INICTNnrfeUlGtqmlotRyqe98Mu1CfDHULeb4YilnEd/c4PB9/0gOlRXTRHBwOEU+C4b+aKPKjZ5LFDa6AxZaEeyq9ccwb+9QfS/4//HNDW5W+xPJsk9Q2plN8vrRHQBry/BurMqux3ljnep0Q5ectMFv3QRO2lIEmb79hJtEmx1TIkUxWn3oT09hvP8As99/Ms22tE15tEyG9Yk8ZLRgIi5kpeZLa3Yw+EoF469dlIDBYL5IaUXS7XV7nwkO1vpjqEHEOZmuMrHb8TiIFh1XtFqDW8tRglLOQ+2zAzz8rlggnHSQf9BFYGnwyzby7z+FvdeT3DN1/QLihTKGawWMqyxiqeYQ8eY2zMaZlHtM3mQyu1fNItKByXwWowUTahBDH8dAMYd0o4+Zd2m/mr0ruHDC0mP96D6Uo7akpvozNjvkICLQ8OMt6P0JRteX4NW4qVV6Q+ZDvrIO52IZxXtduc1Nus3Oq8SXL/zoDIV7Z/AzKmU44vdh3t7hjbBOGUz6eAJz95jI6ZIhA1xCW8fZhgXz3lOMri9JYu3zXC+iEv8v7cAURfldAF8Ho8IbAP5HAP8zgH+hKMp/DRF9JD79ewC+C2AbgAPGJP2lVxyGjEXLWIJNH3BQ2u1xqzYaUadlp6n4bg+hrCwDzQ6PNuUsB7mWQYX2aITQcWDv7iMyybzP/+FdqEuLlCqITWRwcEij9kmHSwBxZEvSg5KuzXvtMryNWYlrNnePEb9UB9oD0kNXagyK2BwjFgEZgIiIKzJYwkg152dCAAAgAElEQVQ4/pUyYJlQ2n2Z3zh6dQVWQ3gtTQPulUV6B/M2lJHL7elRG6aYafn1GXoGt/cRry2z0JdzyO4T8mi8/wCxKHSKM4YqDMOamPfFInxVTdwBIgpNb3bZ9VTKGF0s88h2bhbazhFK3/uUHevFIvSfEtmd//iIi4T1eYIQd46AYg6T9XnOuQwWxNTuqZxjqY4HQ1cFKsaWiUNhNQ9vfQ6DmoFcw4e608D4axeRbjB7cfF7XNa4N85jUDNQ+WkL4/oM4tEI4yuLSOmqpD2oOw3YwqyNYg7tX6pCv3wTxQ8OOQAfjWCITa9iGcg/5ixpNJ+nQFin/cqtmOyA3t2FYs3B2DlC59urmHn3kM/vSRuxXSIGZ5fUFL1nSFP2pGxhNK8j0wTsRhdnv7oMY0Rtmd0Y8YZhmzDOSKVItxyYP3iIxn/3NSx+/wz+jI3MkQe9PyHTzVKREsErmqHDeXVFzPpAhv72GMO1Avy8CfMHn2C+OgdkmC4eGbNfwgwMv9DAji9yfZEt5H8ex/FCHMdGHMe1OI7/lziO23EcfyuO44vin2fic+M4jv9RHMercRx/JY7jW1/kQSgGlfYASGU9aUsLUDIHShhgCW46ttN8ofghiZni2AUIYaptSwNtlLeIehZwQOJo2jRfJ3ag9QtQVmr8uyUmQwNUb5u3d5B9dxea68sXapJ+nXgQAUgwX5S3aHW6eEHOsrwbq/BurLI47pPEyQTvEdQgpj5MyCOSBGls70vKg5Ihcic4Nzvle2UyUFyP4t++S8FjqSi7C1RKUwSQT5lI2DgkOHCvgbBxyCNtsYC4kKVsw9AZwpqk9jgenFdXJMo6d4eq73C+RFmLKFDK/pFkl0UGU73HN85DCSJM6rPUI/XHjDA7cxBYPO5QEMq/Z7x9C+U7fWq6bqzCun8IZ6VAhpqhy1ShuR8cwLlYhtl2qUHzoymxodmBf7VO/v7Vcxh8pYLZ7z9Bboe6sdH1JaBSpgi0mpWoIKeWQaoXIspT88bUnxi6KxhoLmeWpU/OcPzNpal+LZ/+DDq7/xr9sONaHqofwWqHnA3mLeQfO6RipFQMVnPw86aUl0SGwoCSUgnzfz4UP48quV6RrkhevuKM0bs6AzWI4a7Pcajf7CA2NJrA+56Ec8Z2GuVbbWZNPucVx4AfqV/o4xd1vRjlNAzF6jygcFSEasAwoc7NIuz2oNo0aavZjAhQJf5Zaw+guxEHnocthCcn7KYy9EYm5nDmTHry/3O9XZIzsjCfloPxRKCaePwSuKHad+XwPTo+hf70VOJ93CuL9BH6ZIwFb12TAEJ1bpaMej+CksnAeWOd4bqbW1DnREEShFd1p4HYIDlULRUF9FCX+ir96SmircfUsC1MsyJx0oa6z/DXVHPII6Fl0J4jglu1nSPg+iXqxeZmp1htwSlLN/gi5wzSh1/mqt9+dwtelTTQeORyRrXTYDcj1PvJcRYQXHk/4DyxN2TWocicTJ1NJPI6NjQemW0GujLbcyC1W1E5j/TbtxHvNcjZb3bITMvbDJXNp2A8PCB3zA/lcD1BXit+hPQxj3Gqy0SgRMEfj1zGzoHLoUmBTgPV/ax30Oh7SO+yGxpdXwL8AHM/OIBy1MboPBE6J7+xRp1ZLQ/7kFtCAFMTtzDNA4RmZvcdWCekxTJxKURmt4/08QTh6oJEWJutISJBwTX6Pudf/TEm6/Mo3DtDqjlEutFHeveMIEeRoZnILMZV+iF7V2fQfHPmud+mPEL+NdOB/UIuRZGr87BxSNaWEGHG3R4NzI7DwXuxQK67aXDz2O3xFyjmLVqlQnN1MQd1/5h2IzGTUYoF0jizGZnnCAhJwXt3+e8imCP5HmqpiMhxELx1jcLBJHrNNDgHKxYQzBeRag6ljzC+uYHA0qBV5ySrCycdrvpNgyQKO80A3gSt8ukuvG++LIWu9iOxeS0ItPReA+F8SfL8E6+iuz4H/ekp/Kt1eFfPwVkpSCqD4ofyZ5wKTEMWOnE0ZXCGTu6YZSDu9iQHDaAjIl5eQGqXAuJ4oYwgn5Zxb17Z4kxye5/Ui0ePWdAKWSiux9AM15fHrNAi69/sB/LIl3S7wDP5k2CBU0slqHOzsLaOqZ0T///sjUUKSpfn5AYvsWDFy4yDSwTC9qO2EHVqGNdnqMVbnkP7l/izR8tzKP95i5vZvYbk9GeeDNkh5S1+LTcEDF0+D+ljzi0jHTDbLqz7h2T/N4cw2y5SzSE66zrcr1+BV7Y4knipjv4FG27FlKwvtU2GvnFvF/0LNvwMKRcJOkfJ8PtPSoaUoYxreRx+a4ZzYYvCXrM1hFennEgJItgf7qH55gwK985Q2n4mHPo5ri9Tia8oyp6iKD9TFOUTRVFuiT/7XJfPz7teiAIWRyHRN90etOoc6ZrPrP2lsVvYdST4EAAWSSdItoIJ1iY+aP5/pANxt8eOS8gvEs6YEkRCsW9Rz7W7T/O44GFpxQK0H34MxSWBwavP8Rh58QLibo9m5aM2N3w3VqE9eEJfYutY3uWTbi85fqI7oI1HMLSUlRqNxiOXrb/gisW6KvE6WrPDjvTkhFq2/WMen2zORcx7T2E1BhQ9PniCeHObXUN3wE6uUpLgQP8Sjd9y9iY0cslNQDEN2k8qZamK9/Mm32gPD4A7DxFbpgj1CDF5c4OI7o11PreiKCXi2HGVlpnA0ugScAOiczIWsLaM7KMuMdwnbUTlPI/FQk4AsEuKX6pjtFGlz/HH+5K4agxDjL59VUpMYkMTv2d6G8f1GVqCRISc8fAAqutj9icHaN8sQ2sPcPJWFc6iRcSSWBa0XitA7TtEijtjmK2h+HyRBmVzq1v5qI/OlTxdI5MIk/ksnBqP97U/OcOgpkP1IxJmmx0YowjOrAoliHB6LSNDYTrffQmZIw/Z/TFG9TyTvftjDK7P074UxsTw6Co0J8DCT3rMN0iEsaIbH9dn+PNXSph/5wydl2e+NBrF/w9D/G/EcfzyM/DDn+fy+dzrhShgiIH4pTr0JWq3orsP2G0IzLRWW6T2S3RoYetYzKrIV0rmUsmHeXuHX1b8d9TpyA5NyVgS2xwtsxAmhAFJagUQNg559Ng/5jyrUmFwxu0nRK8I2qgM0s1YpDw8A9VTTFNq2IYXixRHfmNV2pq0B0+AOw8xrtrASYcgRZOLiOCVdVpG+jRAK0vzIlDEhfLVK9KzaN7ekXozGe5bId5H2VjjLKtSot7spCOTzY2HB1yS9B1EeZtQwk93MbhZY3EzdOZCijzD+KU60refUOibsRC8dQ2KS+uOutNAYJEldvJ6GbHnw/36FcDQMb5xHsONWR7dPt1lJFg5K0mziZ1oXMtLcXCS6ANwBpfIEIJ8Cpk7BzSF22kZt5ZqDqH6sQRVJuEYSm8I8/YO0h88klq1dKMv54qxncbM/3MHk/osZm91oI0jmI0z+NU8et9YRfX9nkwuGtysYVzLo7gl0OaVEtIfPEKUtzBYzaG4NUL7NzcQa9M3b1jOYjKfRfX3t6G5AYpbIwTnuAyqvt9DmE9j7r0ON4rtPkofHsOt8CatuxHSLQfNN2cwqmqYlAxkH3URGapE+KiuT8mK+D6Kz4yH0byBk99YkwikVJcC1+e/fiFHyJ/n8vnc68UoYACUT3en9iFdp1UGoNVEOP/VuVlBqeBRTjGZ2hLOE2eTHH3iZd61ifEVC4LFKoKDQwyuzzOdebVG6oUw6uKkjWjrMQfaAdfx9rtbsitDMYfg3CzGN86TXdYbyi7w9FvnefQSiGcsViUOJuz2AD9A9scPYdzbReHtT9mhCNy1un6BRmmhAUs0T4l4M0nuUfyAHd9ohPij+1TbGzq/vkgvjw2NywBRhJWj9lSX5IxpF2oJn2ilBP9qnZ+3f8R8wrVl6G6E2FClaDh5rFp7wIVD3yEyue0gtkxo792DUixQvwRg9hZTwTN3Dqgw/8EnyN2iqHf07auC/T5kCIhl0EJ0/RKpCz2aoKUHUhyhOi/PYPirl6D4kUxgCsvMr0wev/3hnkhC0glm7E/olayUuT2tzbBg6iqGF4tUpgPSbO6XbVg/uo+wTBN64Yc7svP16nPI3WnCnRVSkL5LXv43LxObs+/Az5so32rDPnRhbR3Dao0ZgAvAeXUFZxsZWZSHy2kE+RT8vIn+5SICS0NwbhbR7j7GRQXDZRHjlk9h8V/tQQ2A3M9OKKLWFQqTgwiRZRAK2R5SKmLz6+Yfu5i91cFwYxaxocOdpZXqy7j+PZj4s4qi3Hrm43c+58vFAN5WFOWjZ/7/Z1w+AOY+5+/J64UoYIqq0grj+fQZihQirVLhDGaPAsfo+JSpQ3OzDPnodFn4ProP98qizHKM7j6QBu1E1xTvNaCv8KgSOQ5w5yGiIY+cicpeLZX4Zt2gSReGKeO/FD9gLJYTyLBTgPOJ4hazFZOjVpKQA5/+xv5r5zizEoU19nz+d5fs+VhXJTgwPDn5TNZhUtRHG9OiqF67jHg0Qu/GHHMuV5kpqbWpIYtWa3weRJiF3p9wblPIwq/m2QH2eKSIRy7JE57Pjiqrwbz3FIO3LshZkjTDr9QQj1xo792jgNQ24X3zZZkCFJXzvBmIo4zx/gMoG2vyd5DZ7XPAfdKG9uAJjHu70PsTznvstETtqKUiC45tQgkiFO91KXI1VC5qyrTYqI5Hiod4XtvX8/JIHloGsj9+iN4NblZDW0fnSl6mXxujiM97scD53L2nUrOmFAuyC1X8EH7ewGijitKfEhsUHzSRbjkI0goThtpDuLM6BpeZdB7MF3kcBpDePSOgsKDAq81gMpOSIbqqH8E6oYNBaw8RvHUNhT0fxiiCn+V8cHR9CeU7fUC4RHorNGwrzhhae4DMH3yEzqtz/F1UqWUzHh7I+SIMHbPffyLFsM9zcQupfaEPAKeJ00Z8/NPP+ZK/HMfxKyAE4h8pivIr/76P6YUoYFAU+aJMBKZJ9BYMk0yul+ocpu8xqUerisK8tgz12mWYP/iEBuvFqjxuasUCtVKCKBGPqO5OimQcBDKUA+DdOJmzAaD16KP7TLceuTxyvfMJADAcQjC26PljMYyu0Sqi7B9xsF6bQfqYOh4l4BZSWZoXVAYR+hFwjpX4AplOLrj34vlIv31bBtkqLhFChdvHUpyapBIpK+wsiWceSON2wpNSg0h2rmbjjEW22cX4xnmM6zMwhpwTpTo+xZ0blE8oS/NQnDGGb9SB65eQPp7g+BUWnNDSZSqO3p/QCiQ2uWrf+UxRS99+wp9pscpivNPA2cslFlbLoP/13CyMhweYzKTQvlmm91OAFMdfu8jlTLMLZf8I2nv3EBsaWn9/DZX32tRz1fM4ecUGFqsofsDoMXdWhxrE8DNkZCWShP4rC3I2hmIOXtnC8TeXoL7zCaK8jd6lHDJ3DjgrNA2Eli5zCazTgAJkAKXvfYrMH3wErdnhXOukDb0/xrg+g/4FWpXGc1TvH/xmDe2X0kjtnjL70vEQ7e7TbuYE0F0uEJKvnbDONCfAwo9O2bXNFzHaqGL8nRuY+fE+E8ctDaVPzuC8ugJ1/xjZd3cxuFxid2c9P07nyxayxnF8KP55DOD3AXwNwuUDAH/B5fO51wtRwOIwnKZe9xhrFjmOTAhKUrHVa5fZZSXR654H5ajNY0ltEae/siS/prybmga7kYT+YJnSIpMMq5N8w9hOT8NBTjrcWlYqHESLrxm9+TLlGA2C5ibr89LeFJUZNaYvLRIx7fqknbb6jCM7ofDWr04xJ/ADhJtbHMpfu0xcs21LyisOW+xOb26wUIpjiYQ3vn6Ns6uvVFjwTjqUOYjgj9BiSk68uY14r8HOoFImYUIcWeEHsO7T92dtHXPr1XagOSLyvu9QNGqnMSlo3GIaKtJddgpG2+Fm1dC4oBDwSL/KYTwlJALAWMzxqJ5o5wwT5T9vScyz83df4ZDcNJC5c4D8Y3ajsa4ChskCWCnBXZ+D88Y64+byKczeJU5mMp9F7lYD1X/8LsI8mWCqy66meK+L0ofHMBtncKvc1OV++phHb9PA4CsVqu83RyKJSsPMj/e5Se07MjQ5+b1pTsDsSwHRVNcZnZfu0t4T2SY0J4B1GqByx0Oq42O4VkD1gyFK2x7c9TkxCtBomcvbLHJbx1N5xZ0DGG/fglsxYdzbJYixy0Qr60f3kTqjTMSfsSU+2n7U5ojg0hKMIaGTz2Z0Ps/1ZcWqKYqSURQll/w7gO8AuIef7/L53OuFKGAApsXk4JBSiCToVhBZVdtGdPeB5LjHo5Fgh1mSNjn7kwN5p0m6qWhIm48sZHcfcJYzN8twEAif5GgkrUSx5xHLU2ZSTrQseOajERcGywvclrq+YPcXOSjf3KYe59ys1I0ld/dkS5r4/rwaf47ggJ7N8OQE0d0H06OMIG2E3R6Pzs403Ujxg6kZWqzms9s9OfNT+w6PRxmLd/nGGVn/19YknjrV9hiacm1tqjNLVPrdHpSjNox7zGyMuz1Y9w8R5tMo3e8jXF3g3f57nyLSFS4bdhqkM3R7AqtMkWikq3JeF+sqxvUZqPVluOtzUsQa5Rmeq7ge07B36R+M7TQ0gZlRggidb69yAA96Vq3GAFGnIze9at+F0efQX19ahJ83qS87bMFqUURLKUxAT6OuAhUWwLiQRf59Zhm0vkaiqtbsYLI+j9NrNgbX5+HWcpIfFlvENZuNLoYXizj5jTXihX5lCYV7Z/BurHJrKzr2dKOPnf9Mg33oovW1LIw+dWDJ73RSn0Vkm8j97ATu+hz6F4gj8upzUG0b+QddDH/1EtX4TSKflJUaNCETSdDRRqsvU8uNhwdE9fRd2c09z/UlbyGrAN5RFOUOgA8A/Js4jv8YdPl8W1GURwC+Lf77514vTAFTTEOicWQ2owAIxnsNzsSKBR5NTIMhBqJ7SPAsUd6muVrM0zjoN2UCNgyT9IPFKrHUwqaESlny9uPRCMrGGtT1C9xcrdSg9l1JrQCmGX7R1mOxGSTNNXz9Ko9Fd7c5x/OZluTVimIj6rF4vvMJtB9+DFRK7NbEBlIrFsjTF89FvFAmB//Xr4lFQwd+2UZs6NCbXeqeFqssktv7IlyERSSyyR6LbUafAaBAcm2ZVpp7u+j99k2ZRRCWsxJrDXDwDMME7jyEf7UuTOghQstAJLAvve+8hNzOgMuGxSpTclZriA+aBC0KC5N7ZVFmUI7m6fuz7h8iyjNNabDKwXkyv4pvblBGkrfoZ2wP4FWzlE6IQJbINkksyWYw+EoFbjUt2VlJ/mf6g0fQ3Qid774EP2+S0+96OPhPV/iacz30rs6gV08xlf3cLLpXi8g0IymwNe89RWHPR3bzFGFaZUAxAL9sYzKTglcjNrqwO+H2dBzDWSnAeP8BUs0htIsXqA+7WMTa/+HDz5tY/N1HNM73xwjmiwjyKZiNLlSHW91Uc4jCw4F0lvR/nRvf7OYpzL7oZIV+sH2TPlbV4c/iV/NCX6bztSQIsidfnSacP8/1ZW0h4zh+HMfxdfFxJY7j/0n8+ee6fH7e9WIE2yoz8WvKt/gGNszp0VEEx8qA1GS47XtSEZ+o9BMpgwyzHbkyTBQQSGlxZJKhq4nKXbyB1bvbUjuGSlkGygZvXaNuaedoKmQVDK9kaxjlbc64ekMZapuQTrG2zODYXYFhEbA/dafB4umQcIBiDs7FMqwf3aeAttOVXyNBQyeeOXX/eErk8EWwhWXQ/FzNs0gKbVsStJqk4ATnZqVq3b2ySCZYMnMUgbOx59POJPRh0fIcRuezyG73KJQVIbG0CXXlG6pzJY/Z7z/h3EyE646/dhGaEwhNGHHc4xvnpfIfoqPU2kP5/Z79HZ1+6zyKWyP4eZOoGnH8nNRnpZNAccayE08WA6N6HnZjhN6lHEofHsuCmrC43FkV+SfBZwbcSQc/rtpItxjukjqbwM+bQjlPrttwOQ3rNKAOThTMsHEoRdRejUfnWFeJyRH2rkhX0F0zMPuzMU5eTqPyyRh6fwKnloGfUZHqhnBndcz+5ICZm1kN+QddFtsbcxz6bzWlMNmrFeWxNrJNTGZSiAwFuTtNdr0WpThnbyw+d7Bt6fJc/M1/9g++0Of+3i//k785wbYAj5BJ16RdvMDjo9guKb2hoJyO+AarlGXk2bMJ2sHePjszUbzUUokp3wCLzWgkj42JhYhxX1mJUE6Gy16tyDnExhrM2zssbhkLve+8JANtk+IVlnPMpRSFSK3ze07qs5i8uUFqp6UhLOcQlnkMUXcatN8IhpmSsajA/3BPar4AEh0AYPDWBYT5NOx3t3hnFnfXpFtLjOzxQROhrRMCmbHk8BwnbW7QBC56dH0JsefL9fuz5FoYJpSVmtyCRstzUHcanKcE3N6Floi/2z2V/DEAmP3+E2r47j5gwSwWkGoOuRlbKFO6USkh9c4mOi/PyJkeAyp4rA5XF+TSYLI+j9J90jPSt5/An7Hhrs9xuWCoiO00hhuzmKzPw8szK1F1fSj7R+ifJ03WOg04wzM0TOazLL7jGNUPqB9TnDHJJb0hQstgR9j3ye4/m2C4bCPd6MPPU9xr7h5j5sf76KzR9+rV54i2Wb/A00HeYlFa4aY29jwYfQ/W1jHsR20s/lETqa0mlv7PR/L1PyloyO6PoQYxyrfaOPxuDZnNFgr3zhDk02j/UhXWiSePgmE5i5O3qozwMzT0LzPkw+j7sBsjdt+WCbXdh7s+J03kz3u9aDSKF6aAJXKBsNtD+OgxO6btfTk7ikcjRNfWOAA/aArUM7dx+hIDY1Wb20nFNLhhHI3k5i9sHSO8fF5aU+IFRo/FC2WJ7I0cRwoqzdaQfy4eQ7IUKNw743FSDPyj41PJ8k+CSv1qHurcLFJbTdqchGHbK1uMKuvQDRDZpsRou+vTKDnFGZMcIfyYsech/zGR2tFqjU+YmNEAEFvNUGZZpj94xOeo2yN/ffcY0WqNuiSRlpP63ofMQCwz+xGLVc7cyiIlW0g7GEgbQslk+HV1leLIreYzxbED/7XLUgmv+CG0iyy4saFD7Tss0EdtaMJrCHBzpwSRTKMy7z0Fijl010WadjnHzlfAHMPVBTnkTrcc4rUtA7k7TUSGiuyjLjMYX54BKmUs/UEDqh8T8gegdyknuVi5Bx1MZiiMhR/ALVOLNSmbsE48GGdMG9IePEHhhzuIdRXploP8xzTiT9bnUdhj15rABZO5ZWIsz2y20F3PoPNfvIpIp7au8+occNJGcG4Wg7cukN+1msO4rDDc2AkwruVhDmN4tRmEgj4R6RDLkJDLovYQlX+9jZPfIECycPuYn2/rcmCvtvvo/jJvpmb/P0yg4QtTwBJ5gWrbHGoLDljU6fCYODcL7cEToboXkoBSif9fKPOVlRqV/J0uPZBL8zQC3zgvZlpDQWhw2QWViog3t2kkr5Sgbawj1RxKnVRscGU+WZ9HuLrA46AfMG5NV5kg89pl2TEpvSEOf43khbjbIzI5b3F7tnsG6/4htD6j2BICQ9jg3zPevkVpx0JZarkUZ8wFwfVLcmsZGxoLwAnZ/7Hny/lS/NF9zncqZc7bxJsJhk7pQX+MeK/BqK+vXkGUt4neeUZ/lSwZsL0P+AG82ow0dTPTUuMReDSScXOJLSkWhAy/zHwAbedIdD46PaHFHLRmB/rHW/Km4FWzBDTuHPE5zluIdC4qlE93gffuIi5kSXe4u43sNjtSrT1AaBkkNeTpP/Rn+LhK3/uUolXxnLmzKtK3n2Dmx/vTxYIgbnR/eRmxncbcnzyB/vQUqbYHo+3InAEsVqV0Jdnc4rAFvT+BvdeD2nfJXdvcRrRag/PqCvSnNPqfvbGI8q02rNMAk7KJwVsXSGEtFqA3u8hu9xDk00h1A9itCFp/DGeRaUXlW22Yu8eMu7NMFLdcPgd9cviT43Bhd8I074tlDJfTwpPbhZ/nUbj4wSEiXZla2p7z+tsC9nmXInj0u/uSwJDEoWm1RQ7vj0/h3VhFcHAoaarJjIuR8x4V6cUCJm9uCNROgOjaGswffMLB7+4+ZQai24s9n/Ot6hxnHycdHgXFsSz5nNTuKSUML9WFBIKpM+rdbXLy/YDLAUPH0r/cY/FaXkC4uYXQMkQgB8NDkqMrhDBWMU0q+3Uet9S+w9mW4PonhArFDzi0vrvNF+czpvIkAUcrckXP55FWrMS4HS+UMZnPwn/tMgAys5T9IygrNUpGBDsflZIsnEnCt3nvKX2ZortS+w4TnJwxFD/EeC4lkTrBwSFSu6cIyzkM3rqAdINvttRWk3Oi1jGO/puXedQq56dqelHQFT9EccvlzWNuFnj9GoWmbRfRtTXKGY5PER2fwmj1kXtAKqsSECIIw+S2Lp+iFssNUdz24V9aknBBNYh4nJ8vIf+gi2h3n3KY0Qj9C3wc5j1GOwwvMkIt2t0nksbQpYNhcJndtn9pCbh+CYofUk5SyHKr+Zjhtfa7WzD7AfLvP4XRohHdq81gVM/DOHMwmjcwLtIhYAz5fDorzC/1X7vMSLflNEbzzP+MC1ko+0cY3ziP0YLJLNA7B5yf1XISdQ4A7vocNWz+l9GBvXhAwxejgAGfUZ+HrWOZts3uiHYQ8/YOFF2Xg/iEIabtHPHo2e0hGo4EXsRjJ+WH3Da+VBdBHh7fGMUc4HsYnOMKXd1p8P+VSsL+w3V+1OnIIXFib9IePKGMwTSYoL23L2Yf9nSruX8kNWTaA1JP+fk0LyczLsU0oDe7ZJeNXFJNb21yfZ7NTAW7fiB0T0Vajyo0ISd6sGBvX/zZUH5d7eIFmcyktvuMoncDHP69FXlkjPcazI08PmWx01W+Ae00xaXlPBRT8Na/fkVyyxJ5iNbsIPNkyE3nYhXqtctMwdlpIP/xETss26StB4BaX8bszzjbSgoyQKeBtnPETmcxza2ooGSofVdGyJ29ITrrl+qcU+oquzIRWxcvMNrOvPdUpptF4jEAACAASURBVApZjQFlBn3elCYzKYYK9112NNkMFD9CePk88o9dIRS2cLaRgdlnF6rWlyXbLKGb5j8+ErFnPjE8ZRtq32W+o2VgMpNCdvOUekIRKDKuz6DwcADjzEH23V0c/tosZr//BAv//D4yu30YfR9eVkVmk12e3p8gMlRkjjzknk6YnOSMEV4+T8vS6VRIbT9qy59R8UMMbtagOQGGawU5S33e68vSgX1Z1wtTwJSMxW7K0GU2JEB2fWyZNHJ3exT8OY7cAiahtlqlgujNl0mRcMbUaZWKLDrFHHVKl88jXl6gH1LMfWZ/csCgjcwzXV1SJAMGwaJLRXvkOOhfYOir6niyCCRxaInAdlyfESZvSxY5AGR+lYVifWWZx5FKWRZvJWNRgrF+AWbjDM4b61MBrp2mEbp1jMgy+D0AOBe5xaQco01/YpLqI2xK0WqNJIh8Coofkm7qB3x+VmpykI5Kic4FXUVsmdSPCbRN6UMOoKMhu1eKWRk2qzU7lCg4xMOkd8+kC8G89xShpcNu8PHgpI3UVhOaG8C/Wkfwyjr0ZpcUDfHzJOTUKG8hLGfR/qWq3LqVPjlDWM6KnyWSAcIUkzKsJFxdECjxjhwXhBbtRGZrSJrtSeczBA6zcUZarBAtS4O3yGRUnDGzJ3dPZViJV5thMHFZdG0NdnOpjo/R+Sz8rAbnYhnN7yxRwd/uw+h7GKzmMLhcQri6gMV/eyocFmVENhE7+jjmBvGj+/DKFlSfCd6BpcFucEmlOoyLi3RForgVZyyRTQwiiVhgx5FciD3PFcdAEKlf6OMXdb0YBSyexrdHu/t882UsCQsEqLrXBRJau3jhM9mKgOhkPt6SobXMfvTlNovMe3YNuTtNzs0EJz4ejeQbQDFNYRin7gzv3aWezA+hfPUKSvf7zKc8alOGUcxRlJksFYoFpN7ZpOL8+BSDm2Tmj+szVNmLbiIeufJ7JrOf5OeMth4jOj6F/eEeu0VhE4o3t7mE2GlA9XkMytw5oA3L0Klvy6fRf+2cTOwm0YIF0rz3VHr1YOg8osxQ/qHOMXVIyWQoknQ9FtskxShvcTlRp44sXF2QR8io05WCV9mlur486np5zuAm9VnqxDzC+YwzonmC+SLNyctzjC7r9iR2KLR0zHzSkTIaxRmjf8GG2ehy0F7OydmUs8LZUmjpxAiJLnv4Rh2RoSK9ywgzP08YgHf1HDfW5TzO3liktsw04NWKpMoGEQtfPi1Bl5P6LOY+5jDdaPXhX1qC6kfsNHf3geuXkNpqIv/xEYofHMLe62Fm04XRdrD7X61Aaw9hH46hhDG1a7U8QosAy+56hno+EdShVSpQfTL2nZUCIkOButPA4K0L7BIdbi17V2dETN9IJn2Pri8xDNjQCZG0n7HIPcf1t0fIL3IZ5lRjVSwguvsA3jdfFrKFDEWOQjrhXT2H7i8vC9BfkTOyEsF68D1yt1pENCuf7nK9D87WEthg0s3J0I4j6qCwWOX8bTiS1g6vbJELduO8iDdrw3j7lugEmYaUcPXVuVnk7jSBShnpRp+D1BNyw/xLSzLcNKEUJFs9rTrH7V/GkoEdih9Q0yaU6NoPP5ZbSLXvcm2uq3IulNic3Gpa0lqjZZp+kwDfRD/kz9jcWC7PYXzjPNwri+zsPt2lts5Oc5ZnM3TEeWNdhsmqfSKP1L4rJSiKH5BL/+4Wxl+7yJ+tUoJ5ewdOLYPxjfPUb+kqouU5aDtHlIGIkGJmFpBx5eV1DNcK6H5tEeHJCfqvLKDwL25J4mxoGZKEYe/RtZDaPUVkKEzpXqwid6tBK1d3ALdiItUcwruxCrM1JAG1lsPMu1ywJCb9dKPPGDkx/1RMA8oSpRqq42Eyn8VwY5ZbP4vG6fD1qzj4ZoHmfbBD86pZInrKNuY+9tH+pSrdAQCs1hhnl00ofoTMZguz338CtVREqiO2wZWSwOeosD/cg9kPKB5+0GGxNHRMijpx2YaO8PJ5pqQbGo+itSIOf41bZCkTeo7rb2dg/46Lg3OPw/tiTm4W45ELfWWZ7KVlwWw3DRIZPA/G+w+Q3XegrNSkLkwq+ru9qeXID4C1ZcnB92ozpKYmotdyntFppiEtOXLgDgDv3SVPaveMQ9JGXxZYrViYsvXry3JWFeVtzqa6A7TeLNPiUSwIFAxToiPL4Mb1o/vsOmqLHJjbaVINaovs3uaLMs0ahgn/O0IjKOZzZuOMkhE/IPCuPUBq9xR2Y8RurMKjntYfyw0iAMSGSoN3sQCnlkG60aduq+/Loy/xNGOKNjMWA1V7Q5JZj0+ptwNFoN7Vc3wuhFbOun+IzG5fkh+sFplqXm2KOI6W5+ihXKxSAb/XkH/fboyQ++lj5P/wLrSNdeR+dkLPYaVEOmnjDMONWXpBdRWjb19FPHKR2eVsKrIMiWNCkcEnQT4tqaZafwz9/2XvXZ/byu80v+fcABxcDgCCJEASoghRpCRKllrqq9vubdsTe26emYxrZqomu5lNslXzZl8klaSSbP6C5E2y+ypVU9mkdqq2dmY32co6Hk+te2dsT7fbfXPLkim2RIqCRIEkABIEcHA5wLnmxfM7P6pn2rZ2uuPqqu1TxWo1W6JANM/vfC/P83mcAM2vLUl5h9EZA0ddTK6zilXGPNjcagG6E2J4Po/UOzvIfv+eUPsHcC0d01IClR9SauFXCqwwBfc/ud1E+t2HyD2eQndC6A4DTha+d8Lt8Igo6iiflRtDZcz3PDRUad+KPz/6zWep6ZuGULwAx39nCeNFE8ke55O6OLAqP+iTj1b+JHhgQBQpT/Xxi7o+NQdYTGZQ02k5w5IHCURQh2iFgl6fq2Sfh5Le7BG5fHTEJ2XCYCuo64hcV7DqaetRMiZ/cN/a5CwE4JDbHpOfdX1VyBwoacBcCZHPDV+036RQdHUBk6oF/8a6XDIEOw94kxg6sxwFnkZfWQYKOZT/5RZTua00mVKOJznmWnlekkwBVoA46nKF3uvTzxajY0Q+ZuIvfywPofiaVC0EpRzDedM8XCJDY4V30OKmTVf5oBApPolGT7DEOKcKTQPKYUfeANGTIbhmgjeNiFEzNuucoyUMoMeEplgfNq3NwrtSQzQaEbYniLVxJWCcsPpT96h9c6szGK/kGQSyUmVFaWjEUS/P0xw+k+bc6qiL0DQkL031IqTaU5w8U0R2pyc3s6rtQPmgjvFaSXpdnXIKukiwSt18RM1Va4j5t4SmzqNY9+g3ziPRcWDfWOAwvMOKNVU/Qao9xfDVCxi+egGYK8E3NWTfrNNfaajccJoU97Zf4lZ3dG0J4+dXEBoqvKwGc7sNr5RmhFw6gfHzKzC323DLWbawugq3OkOD+Ts70Js9ZG7tI7fL8UPubhfwmATuldIc5k9C5hB4AV0Q4JJFzjg/geuzIf5HXIqqUoFfnpcaL+JpEqdYGQDBDmdDajpNIefaOW7FwApOTadlek7kcqOolcnEilnyYfsYqfoJ/FeucpaVyTClu3Egzc+x8DW+YuaWslSBf4Ptk3nngJXLxnkOzjfWuVkUpM+Y0Bql2cLFbXEMooseNhAtlOBaNFIr/SH1ZqWcUNC7cL50mVWl8MQlGiei9TS5nTziD3GMYDZsl9aXN7bYks3TMjTaKCNcrZLPtXfI790ey68LcHgexLF0saQhYTDPcvc02tObSfNwEVKUeMbHikiHf2YWw41Z2fp4V2q0/4hDDgctft8iJCQm0GqOR1OyF4ogEB7yg4tFtr+WCePePlv3hRJfu1giTAtM8JFmfkNntStkNPFMKa76fCsF1fHQ/eoqUvUTmSMQH9rjlTxm/+QWIkODn1KQ3Trm4W1oclYJkG8WlLIwv3cHh7+7Br3ZEy3nQAanzP2I8Xmjig4vqyHZHMJ6+zFCKw3dngqJQ4D0uw/R+O0qfJM8ttiYrQQR+l+7JHWFAIBCDt5MGoPPzUFrduFa/NrxBjJMJwTLLMTgOeZsKt7HV+JH0WczsI+8ojBE0OtTDBqnAIltV7C6QGW4aA/lJfIMg4ukoUqO11GXEobqIkWh6RRlGWKmFGNeEg36y4JWG2o2Q1qD0BfFlZBqjzkc93xp09HtCYfsAtKn2mOq9ftDbkItWoL8SoGv66AlZCAmQyQ8n5VBwgDu7yG7Q9NzrDdTvECuvM3GgFWelWK72T6m6vuD+ilmef+Ac627j6DZEyRPpvBvrLNysdJwLi/CsJmzqKxUgcWybFECKyW4ZDpCQ4EmbuongzU0h6Zyt2RC7dgYL1IZLo3tXsQNmmlA8XwMl9PIbh3DsF3or9/mTdg/lXaEq1Uohx3OqSw+iPpfXqX9x/NJXU2nZAWRu9s9bTE90cKDbW1opaE1uyhs9uBaxAbFS4rIEP+9M4RvUmCrvbXJisUi494YhfDKFtJvbkvPIsBZ2vBXPseqaxRSNHp/Tx74muMhU7ehHHZgn0tj9NUrqLxxIjyuuiSjtr+yJFX5uYYH625PioJJph3I77P/5VUU73nUb3kuJlWLwEonRG53wOWHLsI+zASMlo3MI76vyY6L3C6lGao9xvHVDAIrhSDNqjr9sC8P5493KQhC9ak+flHXp+IAUzSNCvw1esmCoyNqt1yKRSkC7UpsdHSpJvRPIrzUSEiPo5IxaeYWh0C0L3IMGwdUZhs6Y7fMhBBsitATQ4eyUj01UdeWadAeTxjiEZuL9w6hrp+TN7j/cE/yxZQE04WCSlG+LqWQl4dg6c/vS0FhOByx5RQHrndhiWZg8XXjbWCsHAeAcDymd1FkYwKAtnbu9D0QpAhVmMrjS3M8ucmkir/DCuDxsSTOZrfYbhqj8PQ1liweLI5LtflohPzmCYNwlyr8O8WwXN1tYFqbRX7zBJPaDGUDtWW5AZ6uV4hF2mtz3plOwbdScNbnYd3tyWoyUW/zwVQiwz962EBkaKIyFXIUEQir7B3ywWaPkbvV5MFqaFDe24LR4UhAES3m8S/RjaF4zGnsvbBItpkfSgmDWixgsJrjdjWIMPjcHLI7PVarRQpaj56lkDmWawCAfVZny9qxiXHWVcHAd5hPWTKhjX30rggUlEtEEOMBSdIt/GCP6UnlNNzrq1BFxeRlNYyrGaZ3A7Lt9MpMLffPzNKdYmg8tEo5FHdIeDVs5giMV/IUuH4C12czsI+6dA4nw/qeDNCIRiN5iBH9TLaX8uxlOYNhshAN3mpWBNIKfhYAEbaaOVXV75/695S9QxGOy6SgYGubc7R4eSCMsGH7WD69lP6QG0ldRTQaQW/24H3tOb6OhRJNzZdqUkoACPCgSMiJQ0nGayWp1Qq7BBBqb21CrS0jqBTR/9olvh8li6nem3W4tXkKUwFaiwSt9cmoN3WvLfVMUTrFgzGrcfsqXAgA4F5fFaTakWzFYi5VukH+WlApssUbT+BWhV1osSxBj5GZgHdhCZnXNqH61Bklbu5y8NywpfKeXPoi+rUkqbQJA/4Z3uTGZh3mdpstTsbk58WmOU4ssr/OVl91PER5zofk1nauJINM4o1uYDIDwSsxqKT3AitQ+5yC0DTgWylonSHymyco/bCF6UwSkZmgmbw2j/xNjg4iTUGqzQzL0YYQ/fb6KL/RQfPzNP9rnSGK77ZR+UEf6A1oSxKhHtruId8X0Wprjofiu20YnTGGL9egdQa0TQlt4PEvncXRK2WKUTsc/vspvgbdCWHc24d9sYBEg7OwWEyreAH8M7N8YNy+j3E1g0Sjh6CUxXiRpnLD9ih+/pjXZ17In3YJQapaW5Y4ksh1eTCJOVY4HnOb+EGdh5SA3oXjsRSlBq32hwV7AmSoJAwpTQBw2qL2BtL8rabT9AIKdb/iuFShZzISchilU1A2iIwORIWXath8mm7dJ6VTRJ8d/cZ53lxHXcBzpWRDK8/D/N4daU7XyvNQHCYvwdAxWM0h2fM5WxJLB6WQx2Q+SZN7x4byQR3dr66SbBof0gslzqGeaL+Ci2eReTRkQhDYjk9LCRx/LoXhr3xOih+V/pB2GdGiKP0hcOse3ythbLfPMRlcSRgkL9hjej4v1XjA2GMZqhFYKaJtPB+Z1zaBoy7m3hIgwNEIyntbwuDNsI3MVosaMV3F8OUaLU29AYLGAfI32xIiiIOWxOfoj49x8KsV6dkEcKqlGzmUSKR1jGdVTOaTqP47mqZ76xTHDtcKrM7FfMy+sYDeusltZjqF3E+OoNsT9C+QTBGNRhTnlrNIdSIMLrJyn9RmMCnzsMzujWkSr2QRLjOvM1pewKhiUBn/uTlEhiaG/TRdq7sNqI6H3OMpA3PHE1mFl37YwtGNNBIdB+PnV2AMA3SfJzTg6JUylxOGhlBXERoqnC9dpsaxlEVg6sh880c4/Dt5tsxPVOR/6yviHOxpPn5R16fjAFNVuSUKu11E+00pfYh9iWo6TXvN/CyRydkM0BsQ/et6nEFVF7mddF169frDJ1K+dW7lzIQIrOVBCeCUiy9+T7g8D/QGNCVnTKJ51s9JtlK0dR/q1YvM5OsPqce6doFrcNeDXylg9r0ufCsF78ISJi+sQX/99in65up5hMMRK6U89UTRyMFwrYBRhZl/2a1jaNVFOXjOvf5AoKp1+DfWkb83IPhveQHRaERJQ0yjFWGn6thF/wK/x+ClK1C8AAnbR/mdIdIHXIxIAbGoNPn+Uc4RlEgwjXQVpR8y6SjKZ2WFSdKEI5n3WmfA6tKeQPFCiceJFkrSzxjTbGM8Uqx8T7SG0N/fRrox4vs5V2Rs3ngiUUNYLPP9ECLcxX+xI2keqj1m9VFvU7y6VkCi42D2NiuZyFCR2x0gMYxgn0tD9SKEV8+T4GpoyL3+AHOvt2C9T6sUhccpFH98AtUPpYc00Rqi9F4HmUdD6YYwGwNWSOfSGK9Q/hGYBgbPVTGqWUj2AwzP52G9/ZiLkttEL+n2FN1fu4RJ1WIGp7iidErmBGSabCUN24OX1aD6wHBjFnOvtzCo6rDPpYksr5/AsDn3PHiFUgy1WMTcj8VcVOjbPu712RbyI65YDhHPrWRcmsDWEGDoch7UPhZbFtE6eT7C5Xmm3Yitn1ZdpD9SJDWrt+9/qK2M51WxRch78aLwMXK4Hhka4FFjFhk6Zyfxk9Hz5dxMf/02D71uD1qzy2iw2A4k5leRIRDAtWW2nwu8wbXyPKKt++hfmYHqRYgWSsjdamLxz5syDGJwrYLIUOFXCghWF2TqMsAYOr3ZY3W4vEBJwx5tRkGrjeH5PLMGX9uF7gRQ3/ixlCx4VgL6Y27LcH6ZNqmr52WSTZwTEMtWoq37klAaPWycJnf32AbFPr9o5NAS5NF+k2gNoaxUmTy91+Zi4fZdtsaFnEz/CS3e+GqxQDGrocsMy+l6RTgdGMhibNbZfr59V4ps2ebOSEErwFzF0dks8TjHPof8JRP5zRMYI6ZWa3cfQfECHD1rSbS1X+GsK9kcQnM8TKoW9GYPiZu7DEE5aAGej+5lC9rYpx5QMPWtB8wGUL0Qk/kkIk1BwqbUwXr7MdzaPH8mLtXgXF6E4gUovrYLL0vUdFDKofcFzg2T/QCJxgmSPSaYJ+ptpA8m0KYhkh0X47USym90eDibCS6m6m2EaWrRFM+He+UMEq0hNHuC6czHZ+JHnw3xf/qldmypuVIKeYouy/NU1IsNY9wiTGeSkuwZz27MOwfw9w8YbR+LXWNlNyDbxzjlKJ5JKe9tEQq3dR/RAk3jmj2RA2McUZMllwLpFP/cYefDVqd0itYm4TGMTdbG23eJujETzJvs2MBBC/6ZWRz9F8/D+tZtZG7tY3g+j/ZXKJFQDjtI1U+QeW1T0kVj600sMQivnhdhvabwAtJ7qdoOtPI8jGEg4tuK/CGem0P/y6tINHpIdET6dzrF1CCL1ZpbMhnt1mrLFCPfSvHwXZ7n93Cpdho7B5EWPmYVEy2UMKox2iyweNDG1haSXonOdqo5DDdIyFX9EL0rJDbEAtiwfYxgdQHGyZhm7O22nDEqmQwPDKEViyGNRsum0v7yIqLlBaRuPkL6wEHC9pFsDhEkaSUKrBSyOz30v7yKyQtrULwAs7dHfFDtteFZjIeLtu6jc83CtKDTrvTyOqJenySK3gCF7RGME8GPA8jt9wJonQE0x4ebVZHscrMcD9s1x5M/w6n6CcNm54qccz0+htbswrrbg3N5Edk36zTFe7QzTdcrONkQCKa0jvROB4OLRcy93iKJtZTAwz9YkQdVzFILLNqVYq/px70+ayE/4lI0TaBmOhSfjhwy57s9KZ2I0dAAYH6PCUYokHAq48MEyVUR9NVYvqCskIQgmfTFovBKUisWyybiUI7Q5KBZWanyIItJpeAhGl2qUSsljNjKUgU46sB78SLBe/EMx0rJ1lQ57EAr5Bk0e30V6tjF/FtdedhZ7x8i0+QMLex2OfBeqjBwwtCYwO2RJKEcdqA/pl7NrxTo8Zwrcmvq+YjyjOCKFkqUB4gqNf+dD9ha7rX5Z0SOQLI5hGqPYW6zQuv+J89z1uYRA62MJ/wzhx1ifiwGgAxeOYew20PvCrnusSzEt5I8AD1ysFRHWGNAukj6YR+59xoUiO4eovhum4sF0EStZBgCG0slBtcqGNUseDNpDvoNTdqmQp1ZkV6ZVZ3qhZwBzvFAmRY5uDePyJsPTDoXkj3OzXwrxbmfCP7VxkyzVmvLSAx5J0aGRlJuIS9b3lBXcfQSFwhHz1qUmdgO9n+zKpcMihfyYer5GC/y8FEdj2BLk4y44ZqQfJQsjK4t8TAq6IgWSqIK9JHYfIxEoyfFtskm51nW+4fUQ9oTpBsjLL4+hu4ISkhnwOQlLyDj7hPyQn62hfyIKwqCU+1VsShyEdk2KgmD7YYI14grqTjMVd1rI2gciHaA1U8ck4ajDisjYY6OW7/g6IhK92xGpg2p2QznXCPOYBQvQLj9AAC9kuTsj6T/EJ4P9JgVGNb3MHlhjYeMSMUGYkzyjATtRa5HmJ8Xyh+osNvDeI1k11RrzNeyfk6YtbOs4N7bQnDxLIKdB1h4rQn3yhnA0GUbojhU1it+eOqndBjhFQ/0FS9AOBxx4xe3yWLOFxkaGr9dZe6lPUaogzMTz5daOvfKGWGz6kHbPYT94hnO0c4vY+bNA24dzy9LZXuYTmBSY1tHa9MQ7pUztAGBG9bcraaEIcY+UdfS5fsXyyVy7zVkjmNg6rLKiC1UWCwjUW+jf30eye0mZ1PxtjmIaBg3NWiOR2KEOLRPLiZEUnkgxw2awxlmaJnI7TJ1G4Dcdna/usqBestGpunDsF1kWgFUL8R4rYSF71EPNvPjLhO2ewM0frtKC5RNgqy53UbvSoEyje/fg+awTUw/7EPbpQlcOezAt1IITB2t3z4PxfPRfqmITN0mHme/CfvGgqywxtUMNMejV1PkjCY7dCPErPyPe7G6+uwA+8grFq4qCQPaxvqpPmuuxIPoYUNaWWL1drhalZtKAJJ7r96+L1E38HwEL10BIFjrojV0r5xhtdU+5tcxEiQzrFTZWu02SF5Ip6SnMRyOhLzAkepz/8ws1GwG5p2D0+SjZhfj51cYprFZZ0jqeCyRPaofQts95JIgYSB5QtW2aouUbLFVCkydjKvnNjg3E61bzEVPNWwJ7uPc7sPQutzrD9gCg1tVdf0czMYAo2tLIlCkCO2770P5oI6FvyKEEZ6Puddb0Js9CosdttvJ7SYZXitVKBkTuZ8c8fXFG08hu0i9s0M6QmeIVMOmKdxxZcgFPF96DiNDh25PEJSyaH25DKWQR/rP3pdstelMkpXYaIRQV5GotzFaSCCz1eINfmZWxrXB0JE+mKD9y2dZhQl+W+5Wk4r71lhWWgCDPebeH8tfq7sNRK4n0Thah5gcxQtY7TouRhtlJHvMaowpD9OZJPrnuKk1bD40YnvQzPf3EC2UsPR/3qFrQGCARhtl5O8NqMhfrcKzEjh61sLgYlF6Sb0LSzBOxnDmEph/q4vBtQpmb48ogJ2EGH31ijTtJ9/YQrJDF0buVhPTmaS0ywGg8d74ZA6Vz2QUH3EpmsbDwqU/EActCSyMzcuxnAGeT9rp6qlcIhqNZIWEuRLC8ZgSgww3lYl6W7YlSsaEmk5zAA/OxuK2TX9/W4auRssLzF/coVRBX6HEQ/ECGWSqjCdQ3tviXC2flbq0yPWQ/Pa7Igkowcg0IdINl+dlyxdnQPImdeR8JEwzwDVWzGt3H/EmPWgxPUkM48PtB9L6pHxQ50GWzwpuvcOsydWqvHni4Nf0Q0GMtVL0YK5UBeBvzEWBmaCRfGOd36tgvSc2H8tQDbdKTRLbdXoO3eoM26who7yU/hCZrRZCy5SEUwAwWjZ8K4XxGlO3h8tpzqF6fYx//YZsE6lK9wlK9EOEJQvWgzHnkXNFblmvz0vvp+qHmH2vi+R2E6NrS3C+dFnqw9S9NitV16PpfTyh8+D5eRqdjQSR12P6Jd3qDEYVBnwwUs6H2RhQAiPGDE45hSClwnoUYHCxyNmkrqDxZVaRzV8/K0I9PLbhYxeJRo/m75LJQ3+vjVTDhptXkHk0hGvpmFQteJYhD/ppJQuzNYHe7OHhH6xAdwKYLTpCVJtV8PHVNEJDgV8pYFogky16boPgzTFbzE/i+rTNwPSf9xsURTkD4I8BVACEAP4oiqJ/oijKDIA/BbAC4CGA34uiqKsoigLgnwD4NQBjAP9ZFEXv/6y/IwoCbrlc0lKjnsvt2O27RDV7LoavXkC6MeIPYg/Q4iE+IP2TnFcR7+xdWILa4hyH4MAigu0HlGcsVaAImF1ctahFPv2S203iqF0PkedCefYysNs4hQ4KfHO4UEJoaNBARlmkq1AA6qKa3VNgoYh6A4DQ9aDms4K7ZSKaKyJ82EDkuvBfuSqBeFp1EZHA5ijjCYLhCJNqDtMrBQL94sO7UkAkWPKaOLimlSzRMXMlvnZwkK7bE0wrWaJkylnRSqWgYLUBqQAAIABJREFUisxN9/oqkttDqH4oeGApqciPFssU8XbJ4NJtBnsc/50lWA8ctnGgV9OvcCCPxTLTetI6ZzDL8zRnj0/niaofISxZ3K7dfcQKrDFCYBqITJ2ar9EIGI2geYy50+yJ0JtRcZ+sPINpQUeo56E7gWS+ZbZaCEo5KYWIFqiZGlwXyv9eH4qVxsybdGhECyV4JfoTM/UJVHuM0gm3rsNf+Rxcq4JIU2B1CpwxdgZImoaMqxtcLHLh4UdY+bYLvdlD2abGDiKMmfBFHYMzSZjH4r0Vr2vulovR2Sys9w/hrM9Dd8gbi81z40UTSVPH4utjQgFMA9FzG1AeHyMoZQmpBNB7YRHFd9sISlmilADo1jwM+/R9/9teERSEv8AN49NcT/NqfAD/TRRFlwC8BOAfKoqyAeB/APAXURStAfgL8e8A8KsA1sTHHwL43572xUS+L32NsZgPADBXgvlv3iFV9eiIMywjIdOKYpN20CIlFHNFpkrvPOAh8kTsV+RyEyRbwP0Duck03r4rleBKxiRN4Ud3gMUyvAtLQsTJp320dZ9OfwESVO2xBCwGrTb/XlGdBCKrUlmqiDW8S/O4aGdocWFYafTcBqa1WW63njhcU60x3KwCHBGJozd7FJ5mTDkwVxzGdw1fvcAnvuNB+aDOClT8N2XvkJWfoHfGrW1yu3nqWBCK92jksJ0Rm8Tw6nngoCWx0pkmZ3pxiCoAaB26FeD50N7aRKgrcKo5qLaDk42MbDkjQxWp0WMYm3XASGBaYxudqLeRaA3JALt49tSOBXog1b02Ql2FVp5Hqn6C/M020g/7JGs0u7BfPIPQSqP1Yh6JxoncFI6rGeR2Bzh5pojJC2vUvKVTiMwEppUsEpuPOR4wNLjVGYSmAfvrV2EMA+hOSE5XpSgXI0GauYs4aCF94HA0MAnRuZSSgt4onYJbm6cUpNen6n8SQXcCBrSU0nQPjH1kHvF7TtVPuH0eM+RDtyfIvf4A06KByXwS3WdmZOp7UClCb/ZojarNQptyFqeOmXKefbMO31SlHe3jXtFTfjztpSiKpijKTUVRviX+vaYoytuKouwoivKniqL8zO3Dz/2uoig6jCuoKIoGAD4AsATgtwD8M/Hb/hmA/1j8+rcA/HHE6y0ABUVRfj7PVqRUK5kMW5+SBfXqRQ6PxxNoa+ckvpkJ3WKDJ5KLYqV+tN+UZNE4yZtwRFcO7bUOq73ASkFfWZZUVv/GOhcGGZOhEZt16EuLCKyUXGGrt+9zHuf7UoMUM72UpQpnZ+vnpEwj/r5CS6BgBN9frS1TlHl+GdHDBozNOsWNzR5CcXPHXHgUuGmdvU3bVJyTqTkeeWOAoKMyCSi7JSoXQWOA2IRNZ5LMtUwY8kDQl075Y8OXa9DsCbyZNIM8luehjCfwLLZSWuc04TyoFLm9nJ9FtN9kK2no/HUiQZdDdRFmY8CZledj9j1aqlSbVpnYeK0U8lAyJm02G7NsY3UVhXcOeCBaFMpGhibJrTz0eIBEZkIGkziXF5F7/QEUP8TsbVY85nYbih/SgO0FmPkxNXuja0si+o14GyVBVLe614Zxbx/qXhv57+6SPOKFcOYSNFMbGhq/t8J2sypySscug3dbTOfuX5+HU2aeo+Z4SHQcyjYOO8h/d5fBJyZnZwAwmeeQPbc7wHCDB3nvC8vIf3cXvsW4vmTXQ+5uF/l7A7jVAiblNHDrHiKDUEOjM+bCo8FDerzI5csnEakGQCjxP/Eh/n8Jninx9T8D+F9FYdQF8A9+1h/+9zqWFUVZAXAdwNsAylEUHQI85ACI9AksAXj8xB9riM/99K+rU7gYtNoy31Ht2Ahv34VuTylq3XnAzaTADePaBQCs2mKJRdjtySG9DM0QjC61tkzzcfuYTPFsBnjr9imeB5zNRPtNGdKBxbLgXw1R+c7+6euNNWK9AedvH9TJEPN8DuEfNtB7YZHzuO0HnHV0bFYpBnn7OOpQorB3KCPQyO/SWZk4HrTOEOO1khCMpolCBoRf00T/Qg6KrsOp5qh/EgDHsM6AjziwN66kzMYAhXcO5MYt9mgClIfkbjVlDqGSMKSQNf2wz/Qei4z/4cs1yju27nP2FG9+hSE+tjZFPcaGAVT6j2piUF2doRnbcaWcI0qn4FRzSNg+hsspWR0FpSwUx0Xn82XZHqoOQZKRoePkGUaeHf7uGuwXz7B9LuQQWClWX7UZBKUc+ldmoBx2uIU97ACGDt0JoDd76FyzJJYo9c6OrLaVhEGGV8mCbk+R3yRZVXU8FO95GC8yaBg4nVuOzmZRumWj8IM9OCUNpR+2pBE71bCpNYyXFEVCM+1zJnV7P7pDV8B7XFgVfrCH8fMr8CwDka6icymF8UpebBx9Qic3zmO4MYvR2axcbBw/V0TxDl9Dsn7MB8Ny6mfdgk9/fYIlmKIoVQC/DuB/F/+uAPgKgP9L/JYnC6OPvJ76AFMUJQvg/wbwX0VRZP+s3/oRn/sb35KiKH+oKMp7iqK85wYCbpfNyG0kwOpA8QIGxxbyZGAJIaq625B8JGWpIoM1YoO0ouun1VybARHh8rz8XNDr05oj/nzkUmyqrFQZKlvIn/rH4vZFGHNluvdc8UPeS//hnkzZKfxgDzjqYPK161xld3tkVPVpUo7zBsPVKtRikSTR+DU8YQZPfecmvAtL1DLdOZChHQCY5Lx+DroTkNy5WhWAQQGHHLunLevWNg8cYf8BuJX1KwXObvba8CsFDJfTbB/TKdFqOxLno+61CWysE4+t1pYlf0u7+4jV6PYDMv7TCaYkOdwE+zfWkbB95O52GVzx+JiVhlhIwPMRpLh9LWz2pOFbf0x1ffGOTVJEf4hgaxujjTKCnQenFiedW9eYeBvqKhq/XUWqYaN/IQfrW7cxfn4FyW+/K/WDzhwZbbPvdeWhLhHY4LjBbAyk/zS2/0yqFjK39knmmCux8r37CJ1fPQ/rbSZlR+kUCtsOcNShwV5QUZ1qDg//YAW+lUL6wIF75QysBw7//33xGW5/z8ySdlEpIrPVIio7ncDitxtQ/QheRsVwOU3UkcGgj9xdEmQVL0C+PiWdolLEtDbLOeC7p3y7j3P9e1Rgs/H9LT7+8CO+3D8G8N+Bs3UAKAHoRVEUl4w/t/h5qgNMURQDPLz+eRRF/1p8uhW3huKf8TvUAHDmiT9eBXDw179mFEV/FEXRc1EUPWdExOEomQwi30c4HtNh32rzxpmflVFqwdERv8BcCcEWn35e2Todsq9UoWYz8F+5yoDblWU55PetJJSMKdvQWMyK3oB/bzohVvIJyaqKb0r5hhULUGvL/LoPG/L1KUsVaGvnmFBdLMCtzcO7UoOX1dC/TsO40bIlKlrpD7nx9AJGYv3Z+xLTo87PSnFmfFglGic0lx92pIpec7ixNTpjqt+FAJcBHR2MapYENqrpNFtbkVw0rc1KiYD+Pt9HvdnjwRt/ryJpW2/2hCSFUXVeKc3KZufBaQUlDnKtPM8gDJP8/NieFGuwhmsM8IjSKWS3jjF+fkWo2H1k7/elN1Fv9hhjtl6RaUfW3R6ifBb6yjKSJ1PoS8Rtt75cxuxPJlLMO51Jwri3j+I9D/0rM5j5/h7Cq+e51XzpKresVlLQTUcY1SxZwaQaNjxLCJkTFMHC0GF//SpnTM0u0ThfWEb/yozY8OYwfPUCMk3OyDSbBI94tgfPl4sTszHA8p+d4Phqmsp9x6dlqTaDkw0ToZWWpvrI0BhXB7pPprVZInJSCiYFhVkIJROjs1kc/Eez8E0VgWmgcykFp5zCYDUnjfjDjY/vhYwAhKHyVB8AjuP7W3z80ZNfS1GUrwNoR1H0oyc//VP+2p96/dwDTJR1/xTAB1EU/S9P/KdvAvj74td/H8C/eeLzf6DweglAP241f+rfofJlxBRURScaJPKp66Jlhhoq5dnLpzOWQp5Ram9tMjkoYbDiWCzLwFT/4R5Fqntt6K/f5rwr/npP8sAAPu3v71FbJlqYsGRBXT+HoHHA9jCf5ZwNp/akeBCsjCfQvvs+X7NB3VJ2b4zc7uCJIFhf4m608jyG5/M89NbPyYWDW51BcPEsFxEVzjJCK03R6WhEEF6feYnhKl0GWmdALr4XwFmfh1LII/v9e0I3x8oyethgWyxQ0r6VJPL5ixtiGybosGKh4M2Q0BEZOueMq1Wo87NINHpINWzKLO7v4fiXzgL390iU6JJKarx9F96FJTjlFF0SzS4PqTfrcMtc7U9qM/QO2g5CKw3VHotUIXox4fnQ7anExSh+iOFaAYNrFal2T3QcqL5QvesqlL1DBlpcOQPD9lB45wC9LyxDu/sI42oGw+U0cH+PFaTtUMbihLDeP0S4PI/xSp4AwMfH3DY6xOhk98bQHB/tXz4LzfGQ3zyBeeRKvVm6MZIKeRx1OePLZDB45RwrKkPFcGMWih/Ct1LINmk7Or6agVsy4czqyD+klAWg+l/rDGE2BvBm0vCyGpy5BJxyCqEODJf54J4WdOTudrH0zQayOz2MF1NI9UKYrQkFsf0hindsZN88rer/1lcEIFKe7uPnX18A8JuKojwE8Cdg6/iPwZl5rI74yOLnyevnyijEX/SfAviJoig/Fp/7HwH8TwD+paIo/wDAHoDfFf/t26CE4j4oo/jPn+a7idseyckajjgbE1dwdMTAjv0DqLHm6/wyTcpzc/xNHtlhqhhmY6UKfTyhUr/M1CA1mxE4nTbj0xwXwc4D6CvLhOZ1e6wsdB3qaAS4Hh8B1y5Au/uIvLLyvFT4KxvnibQBEKxWoYtDILH5GJHnQn8M2Y6RjupS1yV0Ztn7fdgXC0jWJ3xS14jAdmvzCK/UkGicwPqA7PmEH0IpFkiNXapwtrfHuSGKBRz81goWXmsi6QVsm8djaKC0IzQ0aAmDi4vHxxI5HCOfo4cNhMJaFdRmYJxwU+jW5jFcTqEIALbDllLIOEJdheFVkGl6wPllyh4SBsL2Mfwb6zDu7cMoEL4XB+Xq728j0SIlJPGXP4aycR5utYBk/ZgHkxMidfORqKbo8/SsBAzbhTeTRqZuSzmCV53BZD6Jubc6dDsYGvwrNRgnY6mhqv+9Klb+tAkslpH9/j0ilooFhKYAIhoJtJ5NYMGbhf76bWSqixhcqyB3i8sZrTNA6HoIdRW9dRNzb3W4LFifJ0qplIOaTgFewLmeF+Dwd9ew+O0Gk7+FiTvZHMLs2CRwHCUALMFZn0f5DXoaC5uktZ68vAjz2IfeHHJeamg42TCRGEYwj31mRNo+ZrZCtqZ+AW45C99k7Jo2DeFmNTjlFBLmadV1/PtrFDd9zOuT0nhFUfSPAPwjAFAU5UsA/tsoiv6uoij/CsDvgIfak4XRR15Ps4V8I4oiJYqiq1EUPSM+vh1FUSeKol+KomhN/PNE/P4oiqJ/GEXRahRFn4ui6L2f/3eEknDAjEYan+P2Kd4oKpkMtI11pg25lARoYoMVC0jj6kxJGLLFVIvFU8b9XEmmdKsdm1XT3BxnQ7sNqEKzA4CHzApZ+FqT4EF1/RwXBActjH/9Bm+m5QUq8OO8x4MWmWbLCwgqRQw3WIGoXihAfRn+OSHHyO7xhozxMlE+i0S9Df39bVIhBDJG6Q+lYLb+dyvSeaAkDIQlCwv/aocVgZAq6EuLnCneuifEsyVou4cYXVtCNHJgtGzoQqsUXj1P1pnn0hPp+dAcH7o9QXZvIjd+YbdLWN/t+6z4xhOoXojmF2coHbh4FtMvbrByEXmY+vvbCC2TpNilClOHEgbcrzxDFprDSLtkx6WjYa4o/ZcAkLr5iAQNewL7YgHO+jyCUhbHV9PI3e1iuFaAbk+gdQYYLqcwuFhEot6mBu2ElUpoGoiWF+CWs3wPRRKTkjFR/e6Q5IxEgolGr23K9PGwfSyqzhPk61MpjZgWdOYO2I6ohseidTaQf+ixwm4KkKXImIwDaGOjum+qEoEUV8WFzR6OrnHBEZoGxtUM/IyCzKErvarTIiPunHVG0rmWjmlBQ6ZuI3eribnXWzBbE7iWTk7YXAK5RvDzbsOnuz5pHcXfvP57AP+1oij3wZnYP/1Zv/lToUpTVA3a3Bw3P4U8ZQNC+xODA+N/AmCkms9U6zh+S1mqyJRueEwi0pcWudlbKFHVL5T5gWlQCtBqP7GRo+UmqFD2oGYzUPYO0b8yw83k/gH1T0ddvrbFMuUKvT6HtqORTAziDI1Uif6FHMWZFSrvIzPBAXWvT3PyK1dp9D3qMJBkeZ43yWgE78WLUkYQA/Rw0AKMBGr/vMnDSnDulcOORDXjqANlpfoh3r/WGVAUe3SE9g1DSiQkXui9LWGCLsGvFKikFz7LoxtpGcKhFouyXXerM4jSKej2FLO3xwjre9AfH5NB/0Ed6vwsibAJA5NyGuqYGBh1fhZBpUjKxH4Tw+W0rNjcGpXxsbhUf0xJSKJDT19udwBtzKH5wvc44M9uccM5rc1Cn0RQgghROkU3wzCCcTKG1qHvM9HoYbySR/eZGeEomIG2e8j2c6WKcHlePsQUP8T0ixsIGgfMF5gjuVXpD5G/SYwzjjoYXVvCaKMs51mqH/F7EMlQrkW707Q2S2O7qTNgN8OZVfqAs6zxWok6vX6E7vPzNMV7ESo/ZCLStDaLadFAqj2FYbtIdBx0v7oKszVB/t4AYToB+8YCJrUZjBdNZOo2E5COXAyq2idxp/7/4oWMouh7URR9Xfz6QRRFL0RRdD6Kot+Nomj6s/7sp+IAi8JAGLi9U5N0JkNzsZA4xJUWQEUz28kmZ1ONA2qsPFceaIl6W24p1Y4t7Sdht3sav57NcCUvQIMxxifs9uTXKfxgD8pKle2ssJtErsd5Um/AiLddMrKihdKpONXh0Luw2eOA+IM6JtfPyid15HqMut98DOv9QyGt6MrZh1LIU4tlmXJjJd+v0YjUzUqRmjSduYHT9cqpzak/pAdUHKahlZYssbPfPIFvJUn8WK1KMzsjyzqYziRPU2wMHeV3hkhsPj4N2c1k4F2pEfRXtgjp80Oo6+cwXa8w2mylisG1CtIHDjq/uYFpQYN9sYDMVkuYxh2Banbl4iBYXZDD/v71eagdG25tnhVdZ4DpTFJ6FQdfuSjTnYJSFkFSxWghAT+lINnhNheFHKwHDiZVC1GvL4N8kydTFH98whYwrcufkUnVklax0bUlGtM7DnDtgiRa9F5YpMNg5wE0e0Lq7a196E6A3npGvr5k/RhuldVz5rVNKH7I1llXodtTJBo9JHsBaalegNTNRzAbDO+Y2XJQ/PYHSG430Ttv4PgqZTvxXFdzPExnmPJe+H9oiRus5igUDiKEusIwlHQCqfYUyfoxkr1Pqvd7yo9f0PWpOMAURYW+skw8zP4BDzPRSsZCzHA4kvFjMYJayWSAaxc+hNqJlfwx5/5DLeHDBm/Uo+5p2GnMq3ddoREbsWUzdJlriIOW4NCP5ABfWarwIPnyDRJMC/kPAQHla9w7hDEMoBYLSN18JMinUyhLFfkEhedDnZ9le2aTphr1+ogWGHWWqFN5Hns+lYQhciKTUFaq8EppHF/NcHAspB9xO+pdWGL7ao9x9EoZ+tIiwzvevssB/Y/unL6XnotwtYr0m9ucrwi5hWeRfz/4xnN8CJQ4y9LuPoLRIrhRb/ZIXb25SyrpURfZnR40e4LSN7dQfLdNLVn7GP2vXYJXttC9QDtMlE7RLeAFJLyWLW4c0ylWT2PmTE4LmrTEWO8fssU8v4zA1JG/2YZ57GPm+3t0GKQTEgeU6NAkr+wdQvF8uQCIFfoxGNG8c4DI0NB7YRHJk6mEFY7OMl07WT+G9S0eGMqzl+GWyZ0/+K0V+KYG89hH93wC/RVy9JP1Y6mTi9X7DB9mslCqNUb3AtPFlYxJT6f4GYqWFzC6toTpDNC7FMGp5qA/Pkb2fl8mb6M3QHj1PI6vZtBdVxHqBDma37uD8Uqes8OWDbc6g9Kf3//4N2oERKHyVB+/qOtTcYBFYchK6uiIei8x70Ihx22koZPhpasyJo08Lpph1WJBarTiGzE2bT/5eSUh5iBXzmC8VmIrJ4I21KxoP+e4jUNvQKuI68n5VjwPC6+ep+I8wwAFZakCQISI5jljwVFH2pJSjThpyKSGzXa4jdxt0NsoZBGcQfkM3HA9TCtZGJt19L6wLP2GAAAjQVRxncGuiZu7mPs/3oXiuNzYrS7Iwzduy2LKRKxpi5PM4+Bdt8bNpfJBHUff2JDaOWU8QfKNLRibdeS/uyuxPer8LDq/ucFKpzfgMHuvDaWQR+bWPpSMybzF/hDR8gI1Xx0bSiZDgeZiCkvfakLxArLdXUa/RWaCs7XDDgafm+OcyQ/hmxpm3jyQwbijjfJpOvfmY3Sfn4eX1SQMQB2zWoqrds0mkjq00swn8HxMCzp8U6XNxyTIUPECPnDGrkx50iYhw2pLOXgvXuSh2uzCePsu/JSC9HGIQZVzKH0SYf6tLtI7Hcor1gqyE+h8voxIV0kh8UOojoeFv+rDaNmwbyww+dwLZMrQoKpj7qaPVFuF6jNZqf0SZRrD5RQGr5yDOnYxe3uE+fc9zP3IxuHLCThfuoz0TofqfyHPiK1eH/9SnvLjF3N9Kg4wAMRAF/IfErLC0MkijwmrYuiubJyndUdUG25tXlYR9DaKCkYkGkWuJ32K00oWye0mzO/dgdYZSl1XXLXFthvMFfkDJQ6+sH18imJ5b0selNF+U7a8MQo5FDO2sNvl7CwWxHq+DA0J28dsRQU5QhlPgPt7VJ6vVOHfWIe53cb45XVY36JjgP5PB0rGZDBEmrypaHkBwUtXEJSyAhU9hPbWJoNxF0pINE4wurYk2myRcamrQCHHm/moI7VgOL+M2T+5xTxKUwR4zM8yV8BzEd6+Kx8kpW9uiUOJ9qx4O9n89bNM5o4PFACZ1zZ5I3suTl5dhjE8Be8lT6YyBT1eQBz9xnkkux4ZcGOXrefIgTdDAWf6YR846qJ/IUdY470BrPcPmbz+whpUeywrPtXxMFwrYFK14FRzMDpjBKUs0gf8/5noODxQOvYpP80P4VtJIqkbAwxWeUAnbu7Kn01lqYLij09oDgdgHvvwUwo326Us3JIJ3SH5wiulYT1gRRu3skp/iEmZEEpjGIgw3kAeeOU3OJetfpdoouIdm5/zfBijUL6H6thFkFKh7jYwd9OH7gQYbszS/jX2UdyZ4uiV8se6P+X1WQv5EZdCUme8fQSE6Xr7AYy3755uasTNgPuC2CDEldpbmzKuS5ubg5IxOZsqFonpGY245Zwr0WoSXwI/E9b35DYPR10eFgcteWCFJQvKSpVDepFk5F1YglLIC+W7AfvFMzxUY5S1x6Qh5dnLnDWVLIQli097Ub0pCYOizv0mZ1SXapx/CaN10DgQ1QwPZ/fKGbks0DrDU1CioUF948ccRrtsLdQiVdyKQ/tVbHlxa/Oc1fnMf5wWedh6L16U1h9lpUpDdb0NrTPAaIM2nnC1CvXqRWqVDlpyyxqlUxR57h4itNKYf4tIm/QBKafR1n3YX7/KG/aFNWQOXSb9iFY5MOmPHK+VEO03cfLyIube6mC0kED3+XmMapRhHPz+GnR7gu5lOhqihRIKmz2ar0smRhtl+A/3hI80R4bXV6+gf2UG2Z0eDNtFaIgDxiT4T3dCuUmMHwhBSkX0sMG2sMXDp/DOAVv6i2cBz8fJy4twqwUM1wpofnEGqV6EaUFHqscgXMULuFEFxxqhocpotJjdNrq2BN0JMNooU1cnkEbjlTxUmyEvZmuCg1eyNNSLmV9omUg3uNiIDI2WrCBCcPEsBks6NW5ehPTBhGJaAJnmJ+eH/OwA++tXRBtRNBp9qAqLDzPcuoeg1ZYVjTo/S/rE0ZEMbA1abeqrBDlTefYyDyVxCMVsq3A4oufyUk2KQOUl8DzKUgVBr8+qrZCjgXj7ATBXFAEjnszlizMVc395V6zhR7QJiQSdyNDg31inovv+Hk3DmQydBwXOipSlipjPnAL3Il3lbE9s44Yv1xAaKtRiAePnVzDcmKVncYVoGX1lmdKRVbbI8FzexIJt5l5flW1ETPoIrTSy97nc8E1WS8ZmHcO1AvwzswyjNXQZuKo1GcIbK88BkKNvGqTMLjMiLqbNDpdJYph87Tr1SbV5mNtthIYKTQTmRssLjEAr5ViJXaph5s0DeDNpFL/9AfL3BhRhej4W//gOppUsCtsjPhCEn3I6k4TqhUjvdAjD3GtjdJZpT5k6v9eH35jFdCaJIKmif32eN/nYRbLJB8bJqwzTQCGH3OsP4N9YR/Lb79LADsBZJ3dMsycILRP5ewO0nksh3RhRe9fzkez5yBy68kCN0iloY/pjDduFe+WMJLzG7Dff1JC5tc+NtJVEZOgU4lYLSNg+AlNHqsNN6rTEBw0zEgzJ4A8tE6rHtKX8Q7LH0jsdJOptdH/tEof4Jz9zmffU9+knKGT9RK5PxwGmUCYRm6Qj3wc8F2o6TTFmnNW4cZ5zrV6f9h1dF5ov4Q+c4xrarxTkGj/s9kie2NomRrq2TEHrXptDajGgjxE60UKJBuqXrvKgET9o8fA/5uzLmLaRQ9X4XEkq85XxhDqxRSKBjXv7REknDNkC0mXg8FAUYRUx/C4okeipzs/K4I3sm3UuAUoWMlst+fd4M2lafXp90f4GxFAX8mxHXPrlEq2hRDDHG0+1Y8uQkcytfSgrJNNm6ja0zpDVWW8gYX5RPsvt414bmdc2MapZMO8ccB7UsrltHU+oTarNo/huG7o9gdkYIN0YManH0GF85z30L+QIZ+zYsuIYL5pQHQ/T2iwiQ8XRNzbglkx4F5ZYtRbySL6xBc8i/ma4TLtX5ta+fK3eTBqYK+LkggbVi9B+qYjDL0aovOPCmdVReOdAtnxqRwzpry2h+G5bmuzdK2egOR68rz1HHZs9RermIyRA2VykAAAgAElEQVSbQzn4d0smFl9npJ5XtihU3W7zYHQ8BomUqOTX7AlaL2ShCB3gYDWH0dksMrf2kd7poPeFZej2hN5MQ8e0lOD/L7EJLt3i6MQpaTA6Y5w8U0RvXQz9Rw7G1QxUP0LxtV2kWmNKgwwdJ68uY1xWMdooo/n57Cdyq37agIafjgMswunA3UhAm5sTLWCBnkNDZ4W2dZ9m7F6fg/f1c2Jgz9lXnOwdb5lixXr03AYUnXaYyBSpREIsibkSt1miYgHAtXizxzZQ6Kfi/EVFkBOCrW1JXdDuPkK036R2SUhBlEIe2b0xWfGATAiPFkqcK129iMn1szKmK9ZixZf+mBusJxn7mCvykEvzyQ9DJ48rnUK4WpUBH/6NdVpzOqRKaM0u3HIW0/UK/AorOBRy0io1eWGN0gArhfHzK5hWstIlMHy5RtKq41KykNb5nq9Ukd3pyZvFrRaQu9uVc65EvY3QMnHyTBHTSpZG7CDiTb3BXEv98TGcy4tIv/sQ0X4TuZ8cYbhWoOapaCBf58ERV7tudQbq/CzMOwcwbBeFdw4wXOOWOfeXd2WFqYwnWPkX5L/N3h4heaKhczmBTNOTUhL0BpiuV6B1BrzpS1kMX65BKeTRryXpI+w4SHSo0XKvnIHihzDvHBBjA3pHw5IlDmaNQt5SFm45ywfQmLSNwErBeiS6CUMnTqdLoW9kJqBNmZGQ3RtjuFZAkDwVuCbrxxidzcKvFJBrePBKaYzLClQf8E3evtmdHkJdgXdhiZXZB3X0r8zAejBG/oHPaqz/CZ0qofJ0H7+g61NxgCmGCPU8v4yw2+U2co2Kd/8hqQ5xdRZ2u5xziY2dUsjL3w/QihQbYAEARx25uVLXz3FmsHFeMLVOZREAscPTShb+PvMog15fol4UP+TB0D5mmK2wM8WbtfiKLtUAsOXQ7Alz/jKmFH+qNkWV0dZ9oTovScAixbYmtGYXg+eqrPjir7tQkoDDSdXi0LyUg/MlrvNVx+MN43AmqNpjie6J0inC/hy2JDJmvjeAsneIVMOmpstKQPUjElStNEWVtg/PEpys+VnqouaYOO7NEBroVwoM4xBMrhhDNK5mUPrmFsztNqxv3UbuPQGV1FUKOitFJDoOjn7jPIa/8jk8+p0KEraPUc2CMQy4XfzqqgzITdTbNMOf4bwtGjlEz+SzTC+vzbBtrc4gaBzAy2oYL5rI7kUo3aHwM3YqDF+uoXMpxWAMcVhkd3rwKwXok0iapSdlBoCEhopIVzF4ropUiwlOkaHDK7ENV20HbrXADMnWUAIEI0OTqUHxPErixAt56sNs/xSVlCQHjX+W0ovMoyG0zhCJjgPN8VH9tycobI8wKmtk15kGgpSKkw0TkaEiulSDfVZFbz2DIKkiKGUx/28f/W1vzw9dSvR0H7+o61NxgEGkEkVb99kOrp0j0wqgR1Fwrk65X2x/gp0HCK00K7ZSVs6M0m9uE01zqcZt4PYDto7x1kew0WEkKIHwXAS9PgavnOMPydwct3VXL7IqPOqeQgcFDFAeWoZOxXuRgaixdsq8cwC3nOXwt9eHe31VpnZHIwfRcxs8YJ44QAfXKMeIRiPOfeaKgiDLaioymS5j2C6/72aXqBWDvPx4IUC1vC/V7G6VKTtaZyhJnzjq8GHR68MtZ2GfS9Oyk9U4yD/sQCnk2T61xkjVT2UcQSmLaKEE494+Km+cUJirKYgWSpImG1rcwLnXV0n2OL+MsGRxSeGHFOAaGnHK/3oLubtdzN3y0F1LIt0YIVU/Qf/Lq3BmVQo4zxOXFFgp6M2eZHYBoO7MY8hs/t6A2qevPMO5VNeDm1egehzWD65V0Pl8GboTovx2nxwuQxVuiC6mM0kU320j1BXA0Gk279jSCZB9s47I0GRQcrJOOkdkJnD4Ek33Sn+IIK3LuebgIrMUouUF8d534V45A/vGAiP8TKEf9AJk98Zw1mmh0+0pUUVNxuy5JRPjRRPtl4o4eCWLmS2KgQerOWiTEPmHHqZFA0fPWsjuhxguKbDu9uBZCbnZ/FjX0w7w/0M7wKIoZOtYXUR0qYZg5wHULP2P8Hyq8Y1TsWrsbdRXlqWFJm4bg8YBt4MivgueC1y7QLw02B4q4wmZXnPEuExeWIO2do5Y4L02W5HegJjo4eh0QwnAvb7KpOxKUc60tOoi2r98Fu1fPitCSDjYTzR6sq1M1o/hfOkyqQoZHiZh+5ibx2YXykqVQ9tSDuFqlfSH7QcyAm26XkG0dZ/RW/aEidwiLCL1zo68OWL9XNglX1/ZO+Sh9UFdZkIGjQO411ehVRcx/L2XkLi5i5nv7wFzRWQeDVnpCKKrutsgZnm/KdhhSWidoUyjVvYIGsk8oh8w0ejB3G5D3W3AsF1q1UDgn2+lMPjcHNOfliqcZc0kES0voPNcCaGhYPb2CIoXoPP5MoxhgMV/d8x8Qz+Ec3lRkjwSjRNpA8tstTC6tsSv6wUILRPJ5hDd8wn4poaFv+rLwyDdGKF4hwcSALkpTHY9HPz+GpE7ho7y26fWtcj1mN7tBXQLdIYYffUKFM/HaKMMozNGZGgo/4gSjOl6Bal3dhBcPAuvRL/mtEL/ZUzYdS0dudcfYFJOw2wMJEZI8QKEuiJntNPaLEbXlqSAt7eqYfb2CPqIivwgpVLE2xhgUDWQ+8kRcg0fhc0eznyHHDEvq6H7zMwncKc+5QD/P7QhvqLwZYTtYw7fr16U+i3/zOypSlwYvoOjIyiJBNuEC0tc5Qs1vVYlmRRHXQorM7QLaYJYEY1GEpEDjwx+VjQ8VOARkRKzr9RiUQTZUsqQ2HwMzZ5QKrFYFpz8HArbDgrbjqyY3OoMNVpmQoaNpN/clhog9CiM1ZpdydBnyk9AQedzG9SngbakxM1dpiKNJwyWnSsiXBZmd9GKxHFcMHRMv7jB73GOan7Gto0p8M1m5Oav8M4B7UR/7QmtZDKI8lmMX2aUm5Iw4FkJJG7uIrRMtF7MI2i1RRhIk+13bVbOAscvr7PqSKdESG4A494+cq8/YHqPZSLRcahar1ko/ZAGZM2e4OSZInKPp0jvdDBeyfNgt7jRC9O0SUWGjsFqTs60QkOhReyQWaFqx8Z0hp8PTD4EJlWLrgTHI+vM0Lh99Gjzmf3JBIPVHHDQQv9CTr733a+uovKdfaHZ4gFptiYISjnq0wwN3csWBlVDEmj7X7tEEaxDFlhskO9fn+f3bvv8f+FHOPilGejNHpqfF6MAP2ImQ5kZm0GKFWL3fALZ/RAnGxnMv8+HSKo9BXpESIc6MF4rIb3TkdXtyQY7hThE5GNfn1Vgf/OKopCygoTBQ+r+HhlWmQy0u48kJkdGmz17GeHV81CzGRgtmzyp+h43e0JpjrmiDE3FURco5BjWanD1Ds9nhSI8j6pNBr0Uw84R/atkTIZIdGltQSHHjWbsN2y1oXxQh9Giry5aKEG1x/Asgwigjs3X3+0hHI44hBetXSxwVbMZWbmpHRuYK7GijFXzorIKjo6YRH73EdXmtkPBbjzs93wOvI+63FiaBplRJUL1glJOxpS55ayco6kObVcxYHG6XpFY5lg/pmSYfRktL/DwBmeK06Ih9XnJOskN/evzrGQA8rueYygx5opyETFYzSEyNCx87xi5W03OKncPyQkrKbJyy9zah/H2XQQmMyQ9K4GTV3mwW3d7iPabGG2UJfc9rpSn6xVkDiLOnu7tQ+sM0XyBavtJ1UJgpWCfSyPUFUnVCA0V+e/uov+1S8juTTCpWhJ1A7DSU20Hg9UcnHKK6dfr81AdD6UftmCfAzyLdirrW7e5fW72JPlV8XzkdgfyvWp/ZQmhrmDxL9iel+646D4zQ8lFdYYUi/EEg6qG3N0uUr0Q2b0J5v7f+xJ6qDkevAtLmBYUFHem8LIaDn61gnGVcX2ZJmdon0QqEQCyU5/m4xd0fSoOMIDD9/HL69CEOBSAnNFgkUP5OJ5M3W2wjRJQwji2XovJFIU8E2XOmTx4hPlZ2z1khSVTtUle1Zs9SaOYrlegptNURYuvB4/ztElthrFn4vNBq02Jx/llWoO8ENNKFs76PNI7Hc7vKpxjRZdqZIrZE/LG/JB6tHQK3pUah/ag0BS9AWcsYkkR9fqwXzwjNU6R62H46gVWd/FrBBCZCXhliy3wXBFuyYTREjA7Q6fBHACOujRnl3iIHL1UEu87+fKhwcGvZyW4fRU2G4nwLuRRvO/CLWdpMhcLisG1CoJSDrndAXyLxut0YwTdYVJOYNHLqtkTFH6wxzbaNORyIl5UlO64Ms8xLFlQEgblCR0bxnfeQ/4eD4HI0ND+e9eQao05FBfRb+HyPB7+WpIJ41YSw5drgKFj6XtjONUcUu/sQOsMMfPmAWb/4hFnlFUeHJ1fPc+5pcFbw82qsC+S+T/aKGO8VkKy5yO7dSznbt5MGuO1Epb+yuPBvVimBGaBZI/8Tbbkzvo8jp614FtJPjh8Gst7VwqY1maRuvkI+XsDVvh+CMUL0XthEeV3hhiuFZDdm6C3TjS60bIlbsizDEQa0LmUQvpgguGZCNM8k5XSOx2otsOH3se9PtOBffSlqBqCVhvpnY4QeVK7hWsXqAXbfsDDJha4Ch1TfKm375/ico46POhu3UPphy36JC/VZKhtPEuLk4ymFd6UQY8UzuR2E2qxIFf31GqVoDWZZDP52nUEF89icv0sDy/hXYzpoV5WQ6grrAh7fbnhik26gOB0mQa3oaJqyry2yYOlzh9K/8a6DI0NV6sUnIJ+SrVY4EZP/L3eTJozsMOO3HR5MxzKR2YC4+dXqD8TFV9cmcZt0vxf7nOzWMhR83XnANOZpORP+VYKXilNQmvHZsXTcdB6LoXeeoaHrOsJ2KBDA3qL9hflgzpSDRuZLaZ9BxUuGOKMALdkEt44HEkvp2G7UPwQk9oMvFIag69cBI46EnU0rrItGqzmkGv40sYUdns4+Z1rUD6oY+XbU+QfejA6Y6YR9YfyvR2+egH7X+dhO7q2hKNvbJAntnuI0p/f54JEkB9K73WQPmAobfJkSka+0Gc5lxf5/6xxgvTDPkYVAhC9mTR9mI4rK+mjb2wg2RyiuENBqVsyUdgesbKcRNDtqRRhA0BvPQPdniB9MEFg6iRsGCrHFIYmRbejs/z5XfyLExTvuzBaNnL1/4+9dwuOK7/v/L7n9Dmn+5zuPn0D0Lg0QTQJghwMhpcRR8MZzcjWyLJkydbaXluVclKbh604z+t9SJ6S2lReUqnUviRVqWw5lWxtJRWv117LlmPNRCPJkkZz4QyHHBIkwQtAsAF0N9D37nO6zzUP33//Mb6sNPLMqihbp4o1NQDZABp9/v27fL+frwL7oSu3xwDgb1T/Lrfm37h+voX82y5FYUDE9q4ED6qFAhItvtMqBrVbyvoq2xBAAgzDRpPvdiOXyTyez6F8eY4HQC4jo6eIkjY5nM4QT62/ehXxyCWlQRi/p2k4U84+ugM5mDe/cwuJBwcMYRCbKCWdZmtStqCEMczv3JLzp8SbNxE8uwbt8ZE8zIK9fc65hKVkGuo7pSJEHd4UUzpGos7DOt5hwO5kjdvK7q+fR//5E5z9uJ4MC1H8AHqbeJ/ATiHV4OxrsjZPEuo2FxWZXbZkwXyeItAyrU7BiRlqs3QNw9Uc9EafM7ggQtTpMjTW1HHiX93CzLceIZjPY3zpJIarOQZcuLSBKb0hsLoMZyXHlqjbw7hsIbJNmqJv8nDT24IzdtiSeZfh5haMlovATNDzN1uSFWTmHlu6/Nv7VO/rGnzbwPBLz6B0tQW1kEfrqRR2/tMI7YsFuBUeVNApIWk8l8Dit9o4/BRFqbPf4wYX+SwDkfsO3HIKyfoQO79JmKESRBgu8wA3al0MnpnFoKJjfOkkt4YiJ5OVVYTctabckseaitk3WwjsFAIzQcjgDL/nhBsg1ZwQ42QZHAtoKorvd4D7u2xD+xM6F/wICdcntqc6J8JLFKQaDuovMUm8d2kOi3+yg9DSoAYxzFv76F2ag7P45KUSfRLXE3GAxWFAsaiISJNZj80jKCvksKuZNGdjPUE0LeQpp1g7JQ+a5Pc3oc7NcCs3GiHY2WUaT8D5w1SfND2oQlMnjWG2IAgXaYwuLHGg/+AA/tklbivzWXLhbUvKLhQ/4Myu0yUVo+/ArA3IwjJ0tjPbu1Cry3JjpvXHaF0u8bBcXiC9wkpRHyaWCoofMDLOp3RgCv9TDlpsVQ2dYETPR+G1B0h//V3Zgk0lDPHIJfV09wDDZc5q4m6Pc6Vp4rc4aADI9kJv9JGsU3M0Ff1Oh8RKPseUo9VlRM0jHlJi+D8pJhGYKqx9V86EEuU52n1u3EHq1WtQA0oqppaW5PYRiRmaSptWPisXBsZ2ky3tA6bwAJBkiunQfjr70updOicApJoTDM4R91N+q4en/tsjhgGD86vItoD9Bpb/glXM3JsdtnxdipU7z81B6xNBbn3jPXQ38pj5QDgmPjS/anyuDCWMMfsmQ0BSNSbAJxxWg8rVTUS2if7vXBGhvo6kaqQaDsxb+yi+sY9Urc+wjhITiLTHZIgpuwfwS4Q8wvcYfFvvUJrhhzINPTQ1BCkFXsnE3HtDmEcBNWS6hoQTwNxqovnFk8jdbMvn8e/b9UQcYIjBJ306UM+kOY9ZqXC4alsS7yzTiRpN/p3ekDMfsaUM5vOcm82WODOyLCE6FTe1M+bcaLbEdsvn4ZkozyH2OMOYVn7MRzQIzCtlBJG1hXh5QQayymCPab6iqcN5cY1V1tqpYwJE34Xa6iNdPyZjQGB7gr19ihGFLCBR77DC3Lwv/y3yWeqNBFJ6qoNS107JsBCtPzlG94hcS4DbXUm0PRTIHysl4XvTiLdxlXmN0fYuK1jXk3mC0/mjEkRyRtm6YOPwSgnp63tQ/ZgteH3I34muIbBT/J1eOEshZq3Ldl8kmut392hnEs9T+voeq0Gw5VHSaRgtF6m378Had+UGMLRTUOdmYO30EOsa0psNmFtNDJdTSH/9XaitPloXbATzecz/H++jc1ZH/9kF0mdFelLvbFaYupn9GHd7KH53F0oQIVGeO06D6gdwnlvha6TewWRtHnNvdpC9XofSG8JZyWHvizPY+2qFVY4fILyyAbXvItkNYX7nFqtaOwmt3uWbiZVCPHLR2ygifX2PrbfrI/Z8uLMGOl9+ittHS4OSZwUcnJhBqtZHZBnQ7+7BXZuD0RjCfuhikteg1btIticyBJhOCAvZmo/DKyVkPzj8RG7VJ62FVOKfpnHpP3DZajF+Hp+nIFXEplFMSsTxcJ1Uy9jzEAcBtJVlVkMHHLzHoxEtQ3t1tmKGIbdR0ZC0USWfk4JQ9+lFJJyANAIRcBGPXETLc8dce19gVfI5WQky3kuThmvoGsIa52KaG0riZnTjDv+tpsmKEqCX0y9ZDOsV78hUlB8jhKZss2lwa2wa1HwtlBipdnpBBrxOYYexlcK4WkSyztW66hLTM5nn+n4Kgjz6/EnM/OXeXyEhaN+7IeUajBsjRFBxxkJGwozI3qU52He6JMqWspx13XvIxPS9OkNgX1xDerNBJbylsc0WXtJEawCvUoTWH0Nt8Yb0bQORpsC61/orr4fBM7O0Ma3moIR8fRr9AKMFA4V3mvRQOh66G3kUv7vLKLN6R/5Mka7C3Gqi/eIi8v/+Bvznz8GdJa01XWfVOajo3NCJykwJIowrNlLXHmF86SSMlovWBRuzb7Y4QL/X5eZWzMZ825ABxJ2LRQ7fpwx8EXyi1btMatJV0l9t4Y1tOVziCMlFez2NbM1H/dMGFn8wlh7IKQNu6pmNNZV5j6aOB/+FitP/KiL3vz7EcDWH7J0OnJUcNDdEcqvOgJham2Tc2givXf0X78ZxfPnvep8mT5yIl/75P/tIf3f7n/3zj/W1Pur1xFRgiTOn2BKKigkQHPzuAJlNikDV6jLbr25PcqiiTofGbmcMZWmeCJ25GakjUwsFqcNSXA/xaERWuogg86pzrJ58T+qWCB4U6c9WSj5+3O0dI3ZEFaVm0tDckDQGk3icxJlTMlEpfqrKvEfB2NffukOiZtuB4oc4/LVVtpxL88f0WJ0aNxxybgLfY1L58hy0OuPA1L4rccjjahHmVhOjqi29m2qLPPS42yP6xvNR+vom4m4P7tOL6K7q0FucPcV75OsHIpVbbgZXlzlXNA1GdB20MLjAgJPh+gy0lWUMnpmFslIhqqjhoPvpReg3tykQFZtddbeJ2m9UoN/dI6lC16A9PkKkKdBc0kmH6zOc6dgmMvcpwBznVWgurTbGtQfEJ3cHUrRc+PPbzMHsM3nc2ukhMBP8uUcuw1xXl2E0huie5lxpNK9jUNFhtkIk2xNyy0oWQjslvYUJJ0DvLLV9g3MFZO51BW46grNoor2ehjujYXQyg3HFRrIbonc2i/7zJxA1mXXZP2VhcGEeRoMWIKU3lE6IwE6JxCN+bO71PaS22yhthlKV7yymZFXvn13C4BxnearrQ287OPs/OVCDCJO8hlHVRvaDQwIYdQWBmRCva3L4w6Qq56ifxL368xnYX78UyBlY7HlSV6RomtyMpTcbHMoLymnYaHKzZlBXFTY4NI1Ho+Ph+kpF4m8A0D4zZDhuMJ8/zlIUZm211ZfbTWWlwgOrN2T7OXIRDUdCS0YrUSzwPEatewwEPOxIZlgcBFBuMwcxGo7gb1Q50Bf4ZcUPMftHm8BsCX7ZRv/5Ezj6/En0Pneac7DFMlOKlhd4kO42ZVUGEMQXj0ZyWzjFzkS2Ba86h/SjoWzFKCXgv9P7HrK1kC2xkECMLizJ9KBEi+QJZfeAqvC+g/aLi4iW5xhNpmvUboEK/MjUWRW5zGEMz51ke7xYpmTg8BBLf1ZHvFBC/5SFWNfkokDrT6D2HWSv1tBeTzP8o++QNHq1g8BUcXCFUhO1kCcTzUqheaUA58U1KvlNQ27b9L5Po/SH8glw2EH5XQ+1LxY5HAdg1UaMHrv5mL9vP6SWLJ9FaGmMMAsiJDs05yecAMPlFOy3HqO4OYJ5FMB+6zE6qwbfDEb8u0o6DbM2QO7uAGFSlelG0/Ber2Tyd6onAF2Dc6bEMFvbhJdRkWxPoLcJYwxLGXiVIuVAmgK978s3F1ZiGuw7XZiNsST8Tp8DNWAVNynoMA89RCX7k7lVn7AW8sk4wGJqqj6cAwmI7eNenWG0I5dbsReriDpdVjRpkwfJXh2JyiJUy5LpRGomza2dgB4CAHQDwcvniay+uskDqHlEaqpoR6NORw5tQ4GoiUcj4q2ryzSG+wFj3J0xpRTCbB6aOgf+oxFnYJYFxdAp8Kwuw9huMp17RDFkYKdo5t4mxz3VnKD4h9eRu8YDKdZU6fucQhf9si0sJ5yNKcJuFXd7xM6MRgyI7TNwVXtvC6MLSzD6AYkK6TQJp19/F+G5k4hOV6Dkc5QHFPJQXV968aAbSG82sP/lCkmjfigQQxbnkt3esbLd8RBrKmeQpsaZkzOm3uxzz/K5tQze2FNNXp6UU69ShFedQ37LRZhS0X92QdJRNTeSZIlwvoCEG2D/l2YITWxP4M5oUFzGsVGhr/L5FqOCyDJYqWsKMnsRuht5qEKUnr1ex/DFKtxZA+OyhcOLDCgezetI1odwyyl4tobBM7OIdZUD8yqfG1Z5IxTue0h2Y4zKCZJHZgs4ukzUdWaXtqT6S0VZ3et9vmFs/3paPg5AIbV5xNBjssFSMsxDDWLkbrYRWho6T9uI9+oYly14tobmlQK6a2n0nyVGPPPGNuovWOiu8d/a7x2gV01iuHqsF/y49+rPK7C/5VILBRk8OxUBKkvztAfNziIejeBV8hQQri7L9g6+J+ZGLgMehNE49nxuLwt5+BtVCjFHI0kBUAt8R1QL+b9ycCYqizyETINQxOnw2hlzLrT1kCbfWp+KfXDgPBUXhvfoX1Q0IoeVPCUE8iAEML50UuKMD18ucwb1IQ0YDltItAZywB2PRlALBQy/9AzGc0mMTmYQ2RRPxrpGqYhuQG+TOhuPXMSb9xGdX0V0fhXpzQaS20fQvicCKQ5a8F65iEhTEdhJVgkHLYnUSV17RBmEkJws/Nt7mHt9D6OqzZRpi6Gwg1fOYbI2j3HF5oET0ObSeirF8ImRC+e5FcG2YpgGvX4qtWhd6rcY0BoJ3ZML+63HgK6hd4mBsNv/WQWaIIo4iybiBHDwizwUZv5yD9A1DC5XaBZ3GQASnCA5IzQ17P52BZobInd3gP5JFUGKixKvUoRVGyF3s43RvIbZ9/k17IeupEQAQOY+E42owVLh2wZndL9wFu1zBrKPJ5h/dQ9Rp4vQTmHmKrMztcdHdEV0I/kachZNRCUb8z8MMa7YNG9X2GVY7+wA4PIo4foof7uB/imT1FmNc7SZv9wDVpdh7fSYA1kLcHiZeGn97h68jRM48Y0jpOs+AjOB2m9UkOoe46c/9vXzA+w/fEWOI5G9AGjqLhSkzchoDKVBebReFolChqyylCAi3E9ww6acLf3mtqywFENnBdHpHKNZxMaJIR+UZCi7B9xGLpYxeWldoJyZyh01jxDv1JBYX5PGYtX1uUpfXwN0HsSRbWJSneG8q8c06mh7F6ntNrT3tqD1x5j75iPhl6RrQFmaBxbLCGv7IuOxI/HT9luMYNOHzGu07rWkNzJeKLG9EPFy6topuhX8kFVRKYtEZVE6E1Q/Qv0FC8a1B7TmCHmFbxvy30+1dUzJtpB5YxuJ/piVyaXTyH5wSOzyrX1pe5r9o00U7nsYVekICFMkZUQ2W0e178hAXfLW6GtU/BB+ier72tdWENkWzEPO/tL7MQI7xc1ex0fuYYDiHc4sBxcY8JvZPOLWsz+G0eBsiVabALPXPbizBg4+m8PK/13D7Lt9TNbmJYTRK2cw+6f3MSnoUFwPziJnVEZjCKMfYLiak8sNd9agbO+5XW0AACAASURBVML1kLnXxcwHYxi1LomtL61DdTyGFo9GFOguz6Hw2gMxywxg7bvwSxaSLQ+BqSLx4ABmjdjuKYttXC1SrKtriDTGCCquJ7MmJ/MZHF6hdMSd0WDfTyBZH+Lw11apMzN16uv6Pgp32VJP53sf5/qo7eM/vBZSoUFbW1rkcLdk8zBaWZYYnSltYSoQtd4g4XS6bZzGqJFLzxgwzstMabqmvqxL0eKFs9SUXd1kBTNLHQ4AonwWy0zmMdlOYLYkJRzKSoVfd7/BAfnIPY5qc8YCuWNAub3NGcthh4ej2JBOW07FZQCvDJIwdB5mvaE0bk89nFGJ1U9Y2yfaxTYlRywS2ymvxPSZ6HSFP5szZjCHSRuRVykichyMvrABozHE8r9li114RyQ+lwyofiRR18hn2aKJAb+SFhIGP0akq3j86/Ow7rUokJ0e/Ok0kt/fJOywlEH2TkcG76JLCYHiB9LzCQEBVF2q5kNTw9K/uQcliJDcPkL7F5aRrgfQb26j89wcq7t7XaS22zzcXrtJ+xRAk7jJ34siIsy0ehept+8h9+ptFO76iEcuOk+LeZCuwX7vAKMFg9arjAq/bCN3rYnB6SzGFRtafwL7vQNo/TEG5wpIdgO0LnNmqThjJNwArRfK6K3oMF5/H4Gd4rzw/CoAoPF8jq4NV6R1t5gCHusqZ1ciTs2610J6s4G9z+rorBqY5Gg+T3UjYdHKwKhxmWBuNTH3zUdQggjF9zuY+YCV49zre0i2JxQLmzq0/hjp63vonElCcz8hg+InBDRUFCWlKMrbiqJcVxTllqIo/0J8vKooyluKotxTFOX/URTF+FGP82QcYLEY2Osa51GuR6N0bV+GZkwHyYozlnhhAFJIqhgUpaqZNDMXa+1jZfsWh/vK+qrkSiVa1F8p66syHHZ64MVBIEmoidZAcraUpXmy5fcbvCnTaVIX0qbMj5wO0KcRavFoxO/v6qbAWfPADQ8POSPabko5xvRQm6rxY49VnbNowi9ZmBSTALjVU13GkEE3GAbh+hINo9zeRlSyKXf4/vtc2wuctP/Ll3m42IT5TX2c8ANkr9cpku325GGa2R2LobGKeORCvXEfZo06uco3uebXWw51eKYO9+lFjL6wgdCmzchZoS9V0jP8QAbkTg/radq14npIuAF6nzstRauFd5qY5BNku3dDFO57cFZyUrw6BUhGtkmb08kMvEunuX2zBZ8rn0N0ugK97yM8vYDCrT52vpxEb6OIyLZQeL9ND+YPBarbD2AeepjkNcm2b19khTqo6Ej2GEg7qc5guGwh2QuR6sZQq8sYLqdQ+PPbSPTHSLg+SrfHBCtW0nyeQX7ZpKBzo/niIt8gdQ3dTy+iuBnDOoqQfcz53jivQvVjioh1jfYwXeNQ3g+4aNHp1/QqRag37kNzQziVNPrn8ug/fwK5HV/anz7u9QlWYBMAr8RxfAHARQBfUhTlCoD/AcC/jOP4DIAOgH/6ox7kyTjAQDlCsLNLZXx3QIzONCQDFIpSA5TF6Asb8CpFuE8vcs40RT6LUFsABAdaKbZ6okVU+9TfAOBmKZ8D7u8yKCGIqLy3LWhLizyoIESgNtXy0fYu3z1F9mCcy3BtPZ+HsjSPwSvnBBOrzcO3ukxpxH7jr4bvCjHlVLjauVhEfHn9mOHljJmmJMzN2dfvILl9BOudHQEr9BBtPeSGURyIADC6sCQ2tcfBGtrKMmGIQjw5pVREmors9x4SDFnKHpMv0ubxz37jDrT+GMHePpJbdUTLbJNGVRuTvEYfaZcHfHSaxAlzq4nM5pGcT1nv7HCruVMjirk7kKw2xeVNuf/litySafUuzENP2q6i7V1oY6ZNhykVracNTPIJpBoO55rCYzr9+15GxaTAxclw2YJbyWJwYZ4Hka5iUkxS33UtRmISIdYTcFZyNK+XbXTXeKgMTiSR2XWQuvYISm+I0tUW0o+GmH2zhezVGg3k1x4gMYnQP8lg3XG1iMKf35aQgc7TlF6kmhOoPu/q6WY0e6cDfRjCnVER2Cn0NopIdgPYDx1EGnD0TArpAw9BSsGgoskqPV7g0qd/Li+R6OatfSS7PByHX3oGRq0rZ3vJjo/eio7OmeTf/eb88PUJzcBiXiJvELr4EwN4BcAfio//nwB+/Uc9zhNzgMWeLzVeyBMZM9VzTf19OGwB1+8i/dpNDJdFkrKIJFMC0foIm0/iziMm+0zJqbMlxFYKh1dKiHdqMqEIAIzGkHiaIJI8p0hXaahemmda9lRTNoUGLnIGl71eR3ctjXG1KAfXsZWSiJz+8ycQnjvJg0zoouLN+9S71TuIOl0Uv7vLedVKBYkyvYiRbbLt0jXB43eP0dRpOhX0Rh9RyYZTScMvWnKj5b1yEQCkdzAq2RKOGC3PMWHI9ckymye1Yqpzc9fmkNyqy4g6tU8sDvMAQqh+BD+tIv+D3WPVv8NZW7RNc/lU5hF3mXgUlrJQ0mlYb2yxChO6tNgk33/htbpM0uY8LELzOQudi0Uo66vQh7TPODMq5n84hP3QYSp5EMlKx9huIjgxA/uhi+zrdzCpzsDLUCSbvV6nwV5XkXr1GtL1AIX323BLBAjSfTHk7z+lwH7ooHSVvszOF05jcLmCWFMRmjpDPQTZQ0mnkfnuXSz9ux22eC0X8fKCjM/LPqYkQm878DMJZnCKlCfsNxBpCmY+GCPWCSVMbbfptwyA8ttDim/TQOHeRIYMuxVuw7MPBuh+hm/2owtL8DMJqEHEbACQwqE4Y+gtB15OQar7CQymfrIZ2IyiKFc/9Od3//rDKYqSUBTlfQBNAK8BeACgG8fxFF5WA7D0o74l7Ud98qd1KaoqFd+wUjyUHAfah+QQrd+6AG28iGQ3kNmO4XwBSqd7LIFYKEEREggApDWsVBBukcaaqCxi9nsNxKvLiIMIcUBTt1fOILG5RYW7aCVT1x5RgzYlrAoeV8Jn7Jvqe1DyObhrcyj9kBmS8WhEf6CeQOKQ1aP1R29B0TTEmfSxHu3CWSh9F/EhjceTtXm2ebsHiGdLiDQVRr0L7+zS8WZytoDYDyRoEPsNDuz3RkB1A8Z2E769BAiaRFSy0dugNir36m2+MeYyCOwkJROiKlN3m0i5BUm9SF17BAh4YSSoFYYfwKvOyU1g7i4r5ERf5D5aKSiuB1XQOWI9IexCBnDYgfNiFWm/BLXV58dnibn2bA1mY4xIUykvsVJwVnLY/6yGyuse/EwCzSsFZGsBar9qYvX3G5LQMXluBVGFaUCD01nk6x16Os+dRLy8gOT2EWYbKQL+3tmB3vcxKRlIrZ2CWRugc7GI2e814Jdt6G0Hg2dmkRhHiDUgNDVMijlYO0Dh/Tb8osVA5PoQ2nu76H/pGejDEKPLJRjDCPZ7B2ivp6EGlDzkb3b5PM4WCGLsj5F98CGlvmlAmS1B7/vonzIx861HOPr8SQQpoPztBrwKpSiZXQfmoYZIV+FU0jD1BDSX20TFDxGkFMSjETQ3ZHL3+TSKWhUJlxvIaG0OkabgxDeOZPjJx74++jl49OOU+HEchwAuKoqSB/DHAJ76Sb/iE3GAQSF/PNrelTagRHpWVh+K66F0tSVEmhzKF/78NgflhTwH+MJio/geooUSVF0DRoxNC69sCEyyK4GD8AMc/e4LKH+/heT2ESLLgtoaIOEHgJidKc4YcY5bKqMxhCpSk+LLJxG+eQOq5yM1tY34AcWwu01uFBdKDOCd8v11A4rOYXF8/S7i9VXEwxE6X13nzwa2lt2NPPI3u+RTCaSPctCSiTtho8nvAxBIbA+ZTaZ8a24orSxq30H+bVE9LZahisANvaWyvbzfRTxfxVjc4PA9OVObrM0jtd1GbBpoXyzAtJcojuw7MHYPmHztRzg6X0K2lpPr/+D0Ar2Ooh2dtv/p7T5GVRtpQGKTKa2w4JZTFOCKyzrsYF6vIrXdRqo7QBaA89wKVv91C53n5pDshhhUNMy/uoewlEX/XJ6pPiUbbWGVmrLEQjsFNYhx+GurKG6OmOTkBzi6UoafUVDQNSRcH16Zy4bhmTyKdzwEJlvUzsUi9FGE9HYfmogBxeoyjs4nUP2DDlLbfD32n12AMYyR7AZcsNy4g8mXn2Obq6lQNRVeyYRqJ6H4EXxbJ6jxZgs2qgjnC0I4GyM2Dex/JoXl/5fyndEpSx6i06CQabtfuNU/ngFqCmbf7dOi5vpItifwbQPWG1sY/sJZJFufDNBQ+Y8AK4zjuKsoyncAXAGQVxRFE1VYBcD+j/q3T0YLGccIdnZpa/G8Y2ZX8wi4v0v8SlHMTwSqBbohBarxaEQh5bu3mC+5y8Sa4YtVaWgGIINXBxeIlcnt+HJYHDy7Bq9SJHZFVHCj9TKU3pAH3NZDDuUXStAeH0FbWmTVuFCiKBNipjNbYAyZoEfgsMUZnO/JQXeisig1XlNvYmTq6G7kkT7w2CaIxYG0NpmGnB9FwxGUNNtG6AYi28T40kkkt4/YgglWf6xrUooBcI44mc9Ae0xv57hs0RC9UCIZwvOBfJY/r21S67VMBbhvE50dnjuJ1HYbnq3BOopg1qjlgu9RhPn8OW4kdY16vqeqcCtZZO4RSKi6vpxDhhY5V9Ey5QbIZzF8sYpJjip1zBaAfBZ630dvo4jid3dh7fRQ3GQWp+r6sPbHyNxjOnfpakvmaMZWCpNiEsk6rTpavSvDMWaudrD09RoG5+ihNGpcamTuddFbYcKPuttkrqUb4ehyAbtfKcrf8dJ3KV0ZV6lFs996jPzb+xxp6IljK5ypEzaoJ5DabksfpbXT41Z6eUEq5tObDaRqfQxXc5j5IJAC4eJ3d+GVM9D6Y+iNPlpPpTiTDSKSdE0drac49vBKJnxb5zjBNpBwAjS+to5ky5PkkSflUhRlVlReUBTFBPBLAG4D+DaA3xJ/7T8H8Cc/6nGejANMUaCeP0dYnxjwTuFuscdsRv3uHg8BsR2MR7yJYysFZaWCo8sFzmwsS9IVki0POOyQOvEhPLPZGAOzBZI56x2MK2wjtPe2yMESSUR63xc5hwHUQgHBy+f5/Yot0FT1jjwHxdA1phfd3eOhM82xFIyzsNtjuMbIZfsr2O5TGUDxDQ7Lu6s6tMdHCJ5dYxjJ1Me5UOKhJb4HNYhk5flhPlns+UK7ZTIRR8hNYpMyiSmSRu/7fGe3DLG1TSPa3sWkOkN8y7mTWPzBGM5iCsn2BInWgOk9uobDSxpSzYnQTZkShaP1J8KNQPtVaOqMcTsUUXGC/oFDAiKnthrl9jYimwRXAGi8xN//uMpKdCrEbF0uIdZVaHWaq/W2A79oSbJGaKcof9l6KLHWwTyJqoPLFQwqOppXqGvLfnBIy9TU7mOneDimmLAU79WZdLQ9wfI32lAOWnDOlDAp8PczBS8GJ2bQfnER9a+cpA5xeUF+bbM2oO2nlDkmrYrN63BVIIqu38X+lyukRtzpIPPGNjfZogMYLRhyHprb8dH4ND2YijPGpGRg8U92yP7aaiJMqWyVa9TaZWvcIAf2kzXEB7AA4NuKotwA8A6A1+I4/jMA/xWA31MU5T6AEoDf/1EP8kQcYHEYcpPVpHJ5Sl5QC3nOwKZm63yOsoHynPRMTiUAc98kRUBJpyXzXA0ihsfqhhRLxrkMEnceidV+CXEuw8iwQ2EKF0bu8PQCb66dGmdbnQ70t+5A7TtcV7f6NIwLpf7UhzilSUwDQaZC2Xh5AYkzpzD6wgb5YQ9qNNyaBoW2fihJpUv/bgdxju+62tIiwkaT7XVAoJ2yvoqwtk9z8OMjKAct6sLOr0p1e2+jCOX2NtJffxdHnz/JG6FKXdMU76wGkTS1A6C1Z+0UFD/i1398hIMrKeTf3od64z7DVb/3kEsQcYWlDJQwZtrTAfHFkS30aMtzxLqYxP+4pcQxIVSEj4wvnSTffaWCg8/myJcXLTUEpntcLaK7yoUDWVhssUcLBgbnCjBqbc6cxPKm/VsXgAtnEdhJjKq2/Pkym0fIb7k8pOwU/LKN4Zk83DUuNrR6F8Z2E/ZDhoNMXlrn+KBG7aBi6HQ1dHxM1ubRXk/TB2pqKLz2AIV7E1af93cxOpkh9rnVR2hqcBZNzlrvPEKcyyAsZUWepANcOIuF1+qYfZM/98Fvn0HizZsShqgGfEN3VnJIX9/DzAdjpLbb6H56EWZjTCy5WBKkH3GxF2sqOWS6As/WZMbAx7tRPzkZRRzHN+I4vhTH8fk4jjfiOP7vxMcfxnH86TiOV+M4/u04jic/6nF+7AH2kwrOFEVJiv+/Lz6/8mO/hkq1tjo3wzZv90OImekGcpaSgvDwEFGnK1Tlwngt3qmM19+HkjYl83xKLZAQv90DET1fAq7TlBxubrFVWyjxMBLt4zShaLoJnba38chlGvZodBzd1h3Ql+mMpZp+epCpjnfMknfGyLyxLVu/0NJ4Y6TTDPvIZWSCN/YbHLSL7Wfva5eJdN5tMnHm8jq8Sh5Hnz/JsN86Mw3Dw0Oojof8D3YJRFw7hfzWCH7RQmbziHqx79ySqdESECgwQbGmyqomzmWw8q93GBzyVJU/y2iE0Rc2MHtNMKc0FVaNqvPDX1uFV8lL6mqsExWuur50HSScAP1nFzApkQSbcAJo/TG8cgalWxwJeOUM0o2Qg3U3QKQpSHZjqH2Xdq1Shlvoo0BCFIcvilnQ6QoK/9c7Emudfu0mFD/EcNmCV8kj1rkw8G0dRq0NzY2Q2m5zM+gHtCP1xwhPLyBZH5JuUbb5xjoaISxlBSE1wNzre+g8bSMwGTHXOZMkO2ylgnGeotjp82vtuzBuPoZ36TS8cobz2iBiW27qGDwzCxx2cPCLM1j4zhGCl89LGKK1P4bad9A5q6P5xZMwGkMM12dkAO7BF+aRGEeSdGLVRkxDvzCPwZKGwZIm54If+/oZtBL9pIKzfwqgE8fxKoB/Kf7ej72i0xWSPgX2Q1mal3FjAOSWLzE7y8Oh2xNJ2/QCxppKaitAO1J3QMGfpiDeqfHFtMyqCoctMva3HtLv6HkMIc0zKgyrXE+H507SsFyek8nZ09YVi2XEmkozdoe+uqhkk6Ip5BLK0jznPYcdVpidLmc6DSYVJZwAg3MFVoVijhaeXkB4eoFBuKMRvI0TnBFpCm/e0wtQbnPobVx7gMKtPtRMGv3nTzAzMp/jDMjzpQQi8YBK8t6lOVaUT1XhlywZCqG6PvyyjbDRRP9cHqHA6kxv2niZX3PaEk9V3e7Ti4h1FaOTGRi1NmaudmA0hki2J6Sy9sfAhbOId2rye5n6HQFAe3yEWFdlnmRquy0U5BNkr9eR/YCHMcCBdWSb8Cp5+Da5YOatfWiPj5Cq9ZG9WqMPVk8gePk8N6aHHfjPn0Ngp2AeepKz5ZdtmLUB2i8uwmi5FMUeCsnK5n3OmETVlr6+J1+j3qXT5O+bujgQiyj9sEFKRMlGbseXUXCzf3ofWp+ia8/WgDdvyBg8o9ZlTmRP8NuEfMPbOAHrKBIHnJgTlrJor5s4+uwSlBAIUoqc18UW+WILr9XRW9HR/q0LrPYqafRWdAyWNBjDGMYwhlvJfpTb8MdfP2sH2N9BcPaPxP9DfP7ziqL8WG9BaOpyozIlTMSBSKsRVIjeLz91jMeZxpqVMlR7W4YYaFvyRe9V8mxt0gxImLYBsUcNlFooMIdy7RSDIwQrHwBb1qubjELrdBn35gfMiDR0Hn67BzIJm/Fujpi3GXK2gsOOrBQjh3QC3iw0XythzHd+8eLWHlMEatS6GLxyjho10GDsnCkh0RrCf/4cn6d8Dq0LTE/K3mF6eHSa6Ub+2SVMquSYeRsn0LxSQO7bD6iSN4/Fr7GmcrHg+hh99VPE4ZjEvCCfxeFvrqN9sUA9XIVInVStD7MxFijliPq3bg9+yeLAuU7LCw47cCppxE9V5QHf3chTzd8YIyqxpe0/u8DQjlIGTiVN4sI079EykHr1Gr/Z63cJYPQjtqn68RLdfXoRzqIp4teY9KOkTRg1toVccKiSdOqXqLdqXbCZu/jiGva+Sh1eoj+m06HVh1elSd95bkW2YUatjdzNNoztJm1RQcTv8+17MpdRMXQy7udmkGx56P/OFai7TRmwKykUohJOH3D7mZgwozLh+iTdPqihcG8CbRzDfhRg5oaDhKhYcdghP0wE8U5bb6s2wuy7feR2fNgPXSR74SeClFbALeRH+fPTuj7SDOwnFJwtAXgMAOLzPXAY99cf83enIjcvcjEpGRzEigG5WsgjMTvLAWs6TWlAEFN86rOVCU7MQKt3WXm0hqyOdg9o/RmNmJicy0gJAg47tA+l04iXFyT9Nd6pwX7vgGpw3ZDzLVw4S63Y3AxUy5IBIWGjeazuL+Thn11C79Ic2i8uygXClCOmGDrCKxsc3C4tMlNytoRoeQ5+0aLI0mb2JPxACkvH1SIxwH5An2Cjj0GFvkHj5mMGX5SymP0jQgpjTeUhI4iy+l164OKRi+T2EQr3Jjj47TNItjzobQcJN8Dg5VMiLToBte8i+72HCObzMK49QOrVa1D8ALNvtuThOQ3lUBym9HA+1Caa+RxbG6PWldgY+B6s2kiq5ePN+7TtrC5DdTz0z1GbZL9FQkhoatj/mo/BMqsMv2zTx1ld5tddX6VjQVehuj5G62WE8wV6BrfbNLqLlOxI43umV8nDq84hmM/z8BBRaACQ2XWQ2+aIJUypKL9NS09op9hCWynGq3UHCFO0Urlrc3DX5ki8XZsXXLkhQlPD4JVztFmJNHbfNiSUMH0g/K5i1mntu0KXlyLz3g0oVfFjxBoBhHEug3h5AYMTHMCnt/vMFihn+LHZAkNsd2pSzBzpKvZeyaHztA01iNF8jqOD6YH5sa6fVTN3HMdhHMcXQV3Gp/GjBWd/W7X1N36kOI7/tziOL8dxfNlQTWTudZH8/iZDIfqOxM/EVkpu1TJ/8QEPjmnorB8iLGXhFy0M12ckZmeahqMctKTqXu078M8uMdJMyCmUTz0tlfrBfP5YdZ7L0Aa0y3CJYGdXVl3hlQ1KGTpdqe6fxl+lD+jhnJIn4tGIrH+xwo6tFBJnODcbly2xWQ0415KWqYQgCXhCPyaonGUbs//7O/L5m4pKp9+/X7IAXcNovYzxpZPofOE0yn98n+2nbTEz8CiSZIxIYwgHDjuyffU2TlAMKmga8chFaKdkbBhmS7B2epSh6AnoLYeew3sPod64z83hYYuVscnvO9EaQHvMEJAputqtZGWcHTBtRVk5zX4jCbMZI9K4TePAPg+zNoBfYjK2n0ng4BdnoPd9JFoDdFYpu/EqRUzmmWdZfL8jSCFd6I0+3DLbwsEzTGh3Zw2EpgajMcTBCyqG87zBI9sShAweXMmtOuB7SHZ87PyXZ2BuNYmSbvUpPr66KX+O9KOhJGpEy3NIbbe5Rb27B6PGvEoliOCXbTmfnaKEVMeTz/N0sxlrtBkVbvWR2XUwXM2hf8qCcfMxiu93sPfFGSlXMRtjCT60GjGK73fgzmhY+uYRwlKG4SyfxPWz1kJ++IrjuAvgO/iQ4Ex86sOCsxqAEwAgPp8D0P6RDyze9eKnqjC3mlIOAEDKJqKth7Tj6BrJq54vB9r63T1kNo9k6nXU6Up8dOTQyDzlsVP64FJS0Hc59J6b4YtWmJijrYdyjoVZhr5GQ1Ix9LZD/PCzaxzu6pqI3EqxTcllZPCGslIhfdROEq4nDqTYNGB+55aAJ3LDqaTT6Dw3J4F2quMxWENkOeptB/HldbTX09RdgQG/UclG75efQnKbns30deKJk13OcLySSTDgOEaQ4ntLPBpRNlLvcnmxQCqE0RjSBynsSuHpBaiOJ/2g0DWSMvwYidYA3Q2q6bWVZWB1GeXvt6QQVm85klobnJiBukuW/VQGYt7aR+5mm7+/vofYZFq3O6MyYdrWYfQpuTAaZL4nvv0enQPNCVLdSL4xzNzgG4+x3YSfIVpG2T2g/aeUwXB9BtmrNSiuB/u9AwzP5NFeJ/gQfoCz/8setHGMRGuI9kWGmyS36tKk729UMSnoOPHfv4HRehleyaRXd/cAwcvnMa4WWdGezsrHVB8wQEb1px5bkweo2Jp6laJwLXA7LhPbNVJc6y+wOlODCInWAO31NPRhCG0c0yESRMg9FJmguobQ1FD6YQPWOzvIPibltvB+G52LRbjllHzD+9jXz9oB9ncQnH1d/D/E51+Pf1xySBRLoeGUxR41GVMfe76cD8WjEcLaPvxfvsxhORhqC9/jOt8PiY0+v8qh/1NVaEu0t0yRz+G5k+hdmmN1tldncG7ziLmIG9XjNKHFMg8YQb5QM2lWdaK6UIOI8geHtIYgpbBdOBSzqE4X0dZDeBW2SeZWE/HldSi9IVf4z58TOZclBtwaOswj2nAe/Sp9kNM2WekxmTnx4ID2F9uQCTtHlwucb/gBQlMT80Em9bR+ZVWyukrX+4jE242/USURocqbUO07TGwSol0ln8PgcoXRciWLm1gxKwvnC0g1HMS6htwfXAUA7H+5chzcK4Sw05Da2DRYKYuQC73tIL3ZwGRtnrKC/hjNZ3mz5n+wi2Q3pgG6QfZW9zPL6G0USWU4f45LkLaD4hv76J2l/i60NPk8W/suIssgblpUY9nrdUQlm2RVIXuxH/IlGdkmgvk8Zt9skUJxFGCSJxmFImLOT7MfHCJ66SLSmw2q7TUVWCwf88H8ELlvPyBEwDQQna6QhNsYMshktwkloO2o+coSYl2VgScAZ59+2cZwNYfG58oo3PWhfv99hKaGsJSVUMRUc8LXem+IzOYR/bDicSLbRLxQwuFFUjiGZ/JIdkOofizb9Y97/Sy2kD+p4Oz3AZTEx38PwH/9Y79CROYRq5Eu8x/TaRFEm0b87i0AbJfU6jIiTRHWIJFG5Pkcft/mAF17fIRwvoDRSQLg9v7xCuKnqtKonbvZljFsM2hACwAAIABJREFU00CN6Y2hrSzzADJ1BC+fP0YoDzlfO/r8SbZOxaRk1TtnSgxH9QNJiI0chwNhN+BcSKBook5XBHpEbKNEBTdtFQM7iTP/K4WwmC0Bb95AbKWQvVojD940aPMRW8bi5gj2W48RlWyJtelcLDJurO4jnC/Iqmfu9T1Epo6j8xZSDQeTgg5/o4rRehnBs2u0TVWKiC1uubyNE9BbDiLbYsTc7W1aVR7UaJivLMKqjVC6PZYHWOe5OUmgTTw44GFSSZPzZjPdu/kKb+zATGBwroDCfQ/juSQP2qst6G0HB5/NIftgAPPQQ/bBAGrA1jOySYmt/UYF+ZtdGH0eOJ7N589ZNBFpqvQMpmr0WCpBxMPtdAXZqzWk65yhTVtcr5zBpDqD0TzJErGuYXgmj3CeYRpT0Wg8chHYSb7+NBXZBwOKhW9vM5lp0URgpzA6mUFvhar49sUC4oUSBucKaL6yhOLmCJ7Nyrz1QhmjkxnUv3ISxjarS2MYI9VwoJ4/B73loPO0Dfu9A0zyx+OI5hdPykM7sJNIuIHwnyYwLsU4ulyAn1Zx8KKGMKX+vSWyPhmxakoxfv4FxjUpVzdZkUyjxIJI8rfinZoY6LM1lGna4nOR45B3n07zIFxdPk7asU22jB/isaM7YHV3/S5w4SzfJQ2djy+G+Lh+F6OvfgrpR0O+QKbMMGHRmQIOp/IEgLKEaSyZkk4z07FsU4PUcji4tTT0VnTM3BjJecg0sKN9sYD81gjOokm1+B4DNIJn1zhL2m0iPL0A3zag9z0k+mM4Kzm4MxqSvRDJlsf5UT9AYCZg3eOGb1JMSoW4U0nDT6tIH3hIbtXZ9orYuOlz5G2cQMIlp31UtZF5Y5tV6eV1TIpJ6aFsfG0dxU2Xm94DsYEr2RRS2hb8ksUb7MEBAX5VZmkOTiS5IFhMIbMrWloRdJFsT5gaVTKZ0G0nmaLU6iOcL0Dtc7HgzmhMG6raMBtj3PsdE8t/EcF6Y0ta0jBbQOtyiZKT3Sai5TkMTmeRu9aUjC6Ac9CECB/2MgqsowijeRWz7xGRFFspbH9tBtU/OBL2ngliPcFwkOlzvdNDb6MIL6OguDnC0fk0Zm6MMCkmoQYx29sg4vbXMmjcF4b96e9gUp2BO2vwIDUNxuPd2pfxeaofwbM1xAkF1r6L/ikL6QMPk4KOIKVgnFdhHTEdHLqG1uUS8lsj/H8//G8+VtSZOX8iPv1Pfu8j/d1b/+Pv/cOJVVNSSbjlFBJ3HnHTtHmfqvC+g9blEgmjzljCDZWleRIeRPSZ0hti8tI6FE2jdms0koeJ3nYQ2SZaF2z4ZZsbo9MLrHwMHbh+F+raKWlFiUo2Ys9H8PJ5JkNn0hjnVbQucLV/+Gur3DZO/YUe2VzKSgXK7W0kWgP0NooYXJinlu3wkFFg722xQgJnNantNmZucHA/rXoGzxBfowacx1j7royLU1YYSwYAyGcZr+aTOAqR2jTzlwxJHS6nECcUKH5EO5RpIHHnEVINB72zjObK3OvSurR9JLlkXqUIr8KtWrxQQsINpNLfT6uciWUYCmK9swNv4wQwW/qQXSUlLWCRZWBSnWEGpJmA9viIyOP5PCJdheJH6K7xuVCDGOqN+5I8GqZUYnJaA6SuPWKV1J/IYAp1lzd2+voeD6VWH6NyApGmovKtGGZtgNZX1zkrEhRZ+6FLe9TpBcR6Avkf0GMbWyny0AAk+mN0LhYRaZyr5X+wi6Wv10SLWkTjpRKKmxEef2UGih9JHV16u4+DKyn0VnQRsxbAzyhoPptBqhtjuGwh0hUZQBLaxELzUBPWLl3jTMxKoXMmidG8isbnyhhVbQbalmyMq0XUXqFObrAklju2QeeAkLNo4xipboRIg8QbTd8MP5HrCavAnogDDGGEzHfvUvHeErb/7gDNV5YwLik0cDePOFfqdHlDTpX4IqQ1WR8ykOPNGxSyQgAMxRB89nvkfTEwg1FgAJOPpkEWU/JrdH5V6q+gG5h9s4XZP70PxRlj9s0WEcwijkzNpOWwXS3kJW00e7XGGdv5czKgBCAkELoGxQ/4Ar5BwaPijBlmAaDw2gN4FeqlopItrT/+2SVWicI+NTUHO2dKvAn9AGrfgXkUIHO/h71ftDj81xOc4/VdFF57wJbysIP+swuktu424azkoLcdbt26AyYbiVbceW6FZNRiEtFp+k6Rz5Leahqw7rWkzkrZPWB60IMDwh9HI6Sv78F9ehGzf3qfSwFNQayrqP5xH3GOJAi1wMCWxIMDpB8JHHZtn5ak5hESrQGydwSae6GEwGaewXSgXtx0Ufsliz5XAMX3OzKTIPHgALGuov6Vk2g+myGCO5dhNSbi7WKLUMHM7hi57YmsuOJuD34mAb3Rx8yNEew7XWgjYDyXxPjSSTiLREIbPXAR4DCCrXjHQ27HJylDA8zGGIX329SNOR6S9SEiXUHiziOR/J5F5zlKa8rfbmDhO20UN11kNonCUVwy9MNkjM7TNgr3PdhvPUZvRUfj0xmGjZQs2Srqowjq2in0Ls3hwT9Oy4Dgj3v9LM7A/qNfse9znnR5ndYTkcQz+70Glr55JOLRPCrm02labHSmXoeNJluZ+7tUzedzlAIAUgw5Bfs1nyVueBpJNg2tVR2PLaWuIe72ZJrMlM6AD7UZscbha3juJKJOF86La6zY9vZpwDUM2HeohVIL+WO5QJcygGkQiFcporei03/pepIgO6nOMMnn5mMMv/QMlN0DpBpsr5xFQR2oFBmiKvAq1htbMmcw1jUZ4LDyP9/iwSp+VudMCcMXq8RDL5Rgv/UYTiUN57kVWmkOqT0aXzrJKvNDQlEctmSCdnFzhOH6jKy2yLXPIrlVJ7yx76L3udNMoj53ki2fH8ntmbXTE1z4BEJBI52szXPgb+hoXbAxuDAPtboMv2wjOi8qN5OcsuaVAhJv3qQMQgzUE66PhTc8+ioF4UF1fS4UhKC1cG+CmRtsB6dzQdX1Edgp2Ta2103oLQfu2hx6l+bgXTqNVHOC2DTgLJqkRdxwRE4jD+PU2/dQuj1GfottdKyrMFou/EwCRp+LgURriN5GUVZ7fsmC5kbwLp1G/5SFwE4iszsmCMAP4FaYTzl4ZhaqH0vD/+zZIxRu9WWsW3HThf0oQHKrTqmGpqC9rmCwxI2xM6Ni4YeRNMl//Jv1I/75KV1PxAEGsDJJPDhgCtFUMgFQUjA3IyPX4oUS4tEIzpnSh2irBbaX+dzxn9vb0hwNPyBG5QYxwGFtX25u4m5P4nohmF5xLsNqp5CH4gcykxFgVaf2OZCfmnvjhRLCzz1LZfbSPA/YvTpiz2cqs3j8wYkkFeo+QyoWvnMk6QyJPsGJya06rJ0enOdWYL/1mIGuu01EtgX7DgmhRo2iTQCC1JqmCr2U5ddNKEwFAqQP0ytnYNYG1NttH8EvWRhdWEL2eh3J9oQD4XyW7U1eQ/GNfbhrc/BKJtKbDYIaTQ7kJ0WGRESWoCQcdpBoDSgV0VSZ5D0pJqFc3eQc6+ZjVlWb3AYzcESjb/PtfSTcgNz/tXnkt1yJYFaDCIkHB3AWGbjLA0vB6KufkjMoo9ZGaOqcB7o+Hv2jGfk1IpuC1Mg2EZgJTEoGwlJW2rKm3s+pzGTmxogeRD+Cl1EwKeg8VA5aSDUnGM4nMFxOobOmov5CBskuhdburCGr3engPXetyY/3SQnOv70Pp5JG80oBowXibg4vphCkFCRctuH+2SW4a3NINRyM5kV+QkrFeC6JMKli/BdzCOwksh8cYvgLZ6EGPJy6n1lGbBpItidItRRk9wLEuQxyOz4GlcRxkMnHuT7q4fUP7gBTILMfw8NDHlSeL2dH08QbzBISGC8vEHuzUOL8qpxhhFXziJFnVopzIz+QLPvGpwz0T5nMkwwoV1CcMQkX3QGH7J5P/Zh4UcsKTgSFTM286A447BdbSNzfJbq3OoewlEHU6cJ//hyi5Tk5r4mW5zDzrUf0+wnAIfYbCOcLnEHtN3iACoCitdNjVaJz9hRv3kesJ0QwbJbzpe+/D+e5FRJkmxOofReTl9aR7PhECQm71YfX9dMwD6PGxYFXKQoRJf+/f8piZqUfIFkfHm/xbm9zgJ5UYdYGMLea8G0D40sn0foVVkhGi0Z3Rcx1rHstJCqLmOQ1RMtzrFA/9TQDVKyUNB9zGziEZ2vQWwzlnS4b2utpYLYgXQmJ1gCF+3xDYJTdsSHdWTTRO5tF+V0Pk3lmZ6p9B85KjvhuXUHmjW2ofRed5+ZoyypRbpC72cbCa3Vo9S7S1/dgNIaY++YjmfLd+cJp9E+ZMIYxMrtjrPzREWbfHyMwVfogX72NxkslejHFzM05U4J5yO81ah5htF6G2RizNdwdYzyXhBIC+S2X33s1ieFyCocXGLRrHgU0aQ9DDOcT8DIKFwqNIa1XSZUo7Ac15G7SEaE6HuxHXOREpo5Uw8H8D3qY5H98UtBHuE1/3kL+bZeS0BAeHpJBr2lQ8oyimnoIpRWoO4CyUqFdyNA57D/swLM1ziyeqkKdm+G7fJc3+vAXzkKtLqO0GWCSVxCPXHT/yQvQ6mKeJrjtRq3N7dQzs/RMOmPEpoFgh4fNuFpk+9p3+X3pBrdIWw95uOkJJFyfmzZDP46sTxMMKP2HugbvlYtcRqTTXBT0XdnahnaKL1DRthoNInOCl8+z8ntQk3mHifU1CSTUG30ofgC970H73g3KEmYLYhvoUg5hGdRFvX4HYSmDZHsiPaLOmZJMIdLv7gl1PAMvYk1F/FQVk7V5ZHb5OIML89BfvYqEwzSfSFNJdF1d5lzJYdx9bKWQu9km061BpLQSRPw76bQ074+rRYzKCUolLIqMFT9ApIFVq7i8ShF7n9XRPpuQQMJphFhiHGG4pCLSFEzyGqkdugazNkBUspG5xwo2LGWQPvAEkDCC2Rijt1GUdqnB5QoG5wry+Y/1BArvt5HfGlHhr6sM7TiTROZel/KcxTKso4hzze+/j/4pE6N5DYMTSfRPWej/6nlYOz1aqE4xYGScV1G84yHWVWTu95Ct+UgfeDjxjSOkGtTLJdsT6H0P1lEEYxhLgqySTiP/9j5aL5TZcYjXa2QZSIwjjOeSiPWESIBPQjmegny8e/XnB9jfvOIgQGJ2VgRNsMRP1kU2oqELXE1aRpdBN6juFsk9mhsxBahPHr7zm8+zOnN9WLURou1dqH4M8yhCvFBC8Q+vM8ZspUI7kKYydNX1GRorQIPx5n3gynlEy3Mwb+1LMKFiMIiWTHgDYSnDHMGyReiibmD4YpXVQbcHJc8BedTpwlnJIVXrI2w0WX2do54nuX1EVIuIGAOA5PYRehtMX0pu1RFt77KlbPVxdF4EeRRZZcSmIeUJ3isXucHsDXnI2hw0RyLdufG1dbhlkgwCOwWlN6QBOYhEuncB+qtXofih/DgAJLfqRM1MbULra4h1Fc6ZklR6T7n3ABjOq6l0WYx4IE11aYkWEUT950/Q46opCNIKrB3OIBVnTK/nu30k60MGgAhGWvmdELPX/WP/KmjBsnZ6mP+hg0FFQ2ISIbCT8Ms23EoW7Yvk0+f//Q1ir116IvW7e5gUk8hda9LGk8/Bqo3YoosZYO9sFo+/MiOfr9ZTKXQ/vYjytxtcftzcllhqQCRBBTGKmzzwCu80kbvZJmzRMqCNKdad++YjOa+cMveNWlf8Tjm3bK+nuWm800WyG+DxL+eg9SdkyY1czHzrkWiRLT73Dw6guSF//36IZDeQGrlP5mb9iH9+StcTcYABOGZ7rVRYlUy3kbMlhKcXZDo3k7uZ6DyuFhkB33KhFgp8B/V8ZP7iA/mCVV0ficoi0psNFN5pEv53nqbgaTCGsnvA/zpj6K9eRbAnZmQXziLR+pD+S0SjKek0sdHioEmImzfZnrCSMnSkX7vJLWg+xwH9Tg2Tl9Zh3Wux5X3lInD9rkiQjhDZFkJTZ+I4wOql20PuZhup7TZDH14+T/JBp4u5f3OdVcebN5n6s8uA1ulge1KkfUl7TAaY6gsfpDPG3JsdxAkFxs3HxObomky9Adhmaiv0kg7XZ9C6XEJgJ6U/DwAGSxr8ooXkVh163ydrbaMqk7/jbg9qdZnDaFPD8MWqZFI5i0ypDktZpJoTmLf20VvRsfRn1LtNPbDTq3mlwODecgaRZcAtJTCoaNj7KqtxAEjUO3KTqgagwLXAqnc0r8EYRgzemJvB5KV1OIsmOheLGL5YpbPAZABJMJ+XHtvupxeh9IYovNNEkAYSboBJyUBux4eXUfD41+ehuSEdHGYCftFC+voeRutlJLshJsUkI9MuzWH/l+hmSLSGyOwKUuwJkio8m5pAtdVH64Wy1C3GmgpjGCMwVRlcc+LVHu7/J7YcLXQ/Q39pYKeYnrRQguJHcMspClydAJobIVP/+ylkfUJCPUCF/fW7iMD0oLCU5Q2eNtmWVRYR7OxShKozgitZpxzCqaSRvj3iAbJxAsbNx5j51iNxY1oIhUARhx1gtgDfNigMBGTFFB4ewr90GWp1hoETrQHnQ7tNhMtzbN/SVIHHAJNf9vYRfu5ZJLePqBbvu9D8AMHePrSVZXQ/vci1++MjRKvLTFPSDSRFezh5+bwULCp+AN31oPUNtpmVIgxADMVNJh+Jlsz5xaehuSEUP4K2vgplt4nD31xHus6bVm85sN7ZYcZjdU4KaMmZsmhj0RQoaROjMyWqvvsiWdsZI7HfQLS8ABU8qBZe48HiVfJI3HkEIyhjzg2Q6DM2LjGOoHZ7rN5WKuSficee8vQz370LzJag9gPYYm6l+CFiO4nuZ5bJwarkKapdLNN7CcAtp5DqxkjUO/BKizBqQ2RrBkbzOmbfpVPj4LM5zL2jS8Fu6XpfBLykMJ5L8hBIKSSe+gzeMG91GARysQCzwVTzJGjpaX7xJGbfbHEI//QiVD/Cwhse2utpZGs+3BkNqW4EsxVDbzkYVW0kWx6cxRScxWXowxBhSkWQUtBb0TH//TbUgIfruFqEn0lwpqdriIoWwqSKVDeGV50jfLJsExZZoqbM3Gri6FdW5e1S+XYgPZe5PvHSRsuFVfNxdLmA3PYEVm2Eg8/msPRndSRsE72VT2aI/9NsDz/K9cRUYNPACsVgVqAq6AXBzvEGUFsRydb5LNsTkXCTfu0m4qeq1B7Vuhi8fIqmaoH3xZs3EG5uUUH//7P3rs9x3feZ53Ou3ed09+kbgG4AjUuTIEiBECnKlETLUqTIsTOxsk4mk8lMsnOrze5sZedFNrNVM7X/we6bnbzOzNRWbdVMTS7jTDmO41hjS7JsXSlSvIEkSLBBsAF0A+jb6e5zus91XzynD+Qax1FWjEve8qlC2QQgoAH0+fX38jyfRxaZbuy49CGmUnE4SL/CQNRwu059lBfAemY55omH3R4rL1Uh22l5kTecnmT7eNjCcK0E+1eeRdjtwfjGdSYnd7qxdxHTeQQHR7BXZyCbY9qaDluxAn0iAAWOCRmTRcAEzaK/vQn16hZhglUDzvoCZv7yIUQvxKAsxS4Gv8hV/DivwDyTQ+2rrCDV5gD6Hjd0k8Nroi07+rl5/l6ihPDi7RE9hJqK5sUkPxblQA5O5WC89wiiF0L43NnYeA8QxKffa8HXmYPYf+VMLPOYBNoKXoBxXoE0DmL9UlA0sP/yVJxCrppM67n/O0sQ3QCC68HTRIpfbfo+5//yiCb7iDtvVVLYf7kA84QGa0pEIAO5m10MTuWixYhEyUo5jcJHneOn4DqTrKe/thHP3RKNAWRzDNENUNgYon2Gc8LMnQ78BLVXk8Sf7M02w3CjBYToAemGj8FKlvgcWYR2aw/p++TbhbII5WYNma0+sjfbGM0kWPHbLpdSugp7Soa9OgPtyEP+lgnJ8qDf4/Os8eoSAk2B6Abonc7E37NXTcCqpJBshQgMDcOlNPL3fkaj+Nu7QsSHS+gwuCOIshwF+ThlZ7ISd0sGcTdb9Vh4KjU6cUp15k4nCqDVEDoO5OVF2o4+rmtyHYS7jXiuJS8vIpARG3hjlfW1XWqJokBbtXYQM8b8YiYO/XDTEisML4T+51eIwk6l4Hd7wMoiwsXZGLUi5nNI1rj6b75QJH11twH9Xgvi9fvkatUO6Os7OOLAf78VB8b6Z5aAuRIk24NeH1JO4LhI1tqY/WNmZoYb9zm8Nx0kD3hQnv63RLdgr8mlR/QCMCFvTJjzAIAuHQWOISP1cAC7ksHcW9x+TRhlbkqEtzAFtWUD1+5yK7tdB6bzkFp97H+pzC2mplJL9bFYsFAWIfQGyNzpxAeAp0kYrGRReq8Xh83a0yr0PRsr/45/h3GVbVd6h8lA4+oUrOUs4HpUvGsKtOYIc3/RgDoIoB8FyL+2RWGuHR2YJg/lZO0YkpKstalo90N0vvIEAlmIX1C4wRQhXN7A1I0R1HobrYv8W6tXt7icsF2KjQ0VnpHgfz8lwknzrflsGkcXmZEwcRTQC8vPdws6Eh0Xrc+X0Dlr0DJmOch/83akOXPROm9gsJiEX6Q0JtX0YVVS2P4KNWS90xlkHo0p2o5kKKEiIX2/h0B5PLf6TyXQ8G/7EqSIZHB/h7yviEeFbp9U1oj/NawaQLcfi/38M0usUq7fj/VOANB5ilaeSZpQfEVcMP/wkPak+TKH8GeWEBg6Uk0/wpk49OwVEmzBIiLshFEmWKM4UivcriOo7RD1W6RnbaLMF1IapFMnyB7b2Yf0+hXOzRQ5Ql6LmHm3Q4vRyiKRyE9U4Rb02N4jzJdj9bmws8/N29Y+7VOFBETbjV99J1Fk1jPLnNd1aVSeRHdZy1m4hspZVYQsIntNhVMpRGZgImiElIbcD3aQfrsGz0hAtv1YiQ9FRrD5AOmdEeRGN96wjstpUjZ6A3jlHOa+SVN8qFDJ3l3PxSQFgC8W/TN5SLYLfbvH5KNREH+93oUZOGkB5olIy3VwBMn2MJpJoLuqMXxXEUnddT0kul50eHCx4KRFhtXOFsn5sjwmV7seBD+qTqpGRHxIw5rTkKqZyH/zNkQvhGz79GfqSagtG84rT2HvCxQha0ce28Aots+qUJOYrJtIbDZg3Oli5soA8ihE/pYJwQNSDQ9H51L0K1YM9CsKnPUFHD6VjE3ahY86NJovpTk/jFwlyt1d5DapgZsQhzPXGkhvHCH9SMDROR1OmnPNwxdL6C0rkEchrDkNblHni8zjuFd/toX8b68w8LlFyefgNw9ig7Z7ep4VWBS2kL7XjYWs/fPlOJVn/MJapNZnSlH+ozbS97rHG6puj0kwUeSWvLzItikaWkutATML3ZCbx7kS/GIGqY0mlLYF58JJjKtTkeSiCKdSIEJlv4XAsiBWF6mONtSYxhk6LgJD59xKUyHksnHCkF/fi9XhnpFEqEiE9V3eiOmrvqZAGvHgkRvdeKlhXNlH7+dPYvfvLUP/YBv9MwxFjR0Drkcm/cwUBFWBU53BYJHbSsV0kXz/HpS7uwjOrWBU4sEwurAEX+fjVq9uEVlcKdCqs74AwQ0g2R4OnuZhdPRz8/AvrUeqc0pY/EvrkCwP6s1HZOufIDOesygfrc+X4CUFVigLbJEniUaT7fG4kEBvWcH9f6yQrdX1Il+fwBeWFQ6sMzcOUbzG7aS2yVmRX8zg8LwK2Rzj6JwO2faRv2Ui2bRwcCnPllgR4a5XKSFpOXCKGmQ7iD2qfCwWE8rrJiUUE41ZJQXJ8rD09TZcQyHt4rCFw0tFWKeKUE2PmKPeAE6V+CfXUJmKrkgovdeDnxSRavpQhgG37B4guAGKt5z4ABxWDfSWFQSyQG7/WirO3vR1meG3ioTUtV0uHKwRlEGI0ns9ZLdduKfnUbxmYjTDlPDMnQ7avzfkiONT36h/g7ef0PWZOMAEQaRANdr0iflc5PXjv8OochKsEVujmSmIbsgMw9UyklcfxilAYbcXM7kmZITQIR1Cag3IGIuEsZOAjqC2Q15URY6dABP0L1wPQcRSDx03RphQUe+QUaXIDLZocfU9CXolVNHmpsz1WAGmU3EsGkF4fOVVWhaTj2QxXt+nNrglDQ6O4grzwT+rIHuzjbn/ygoqc+MQastG6/Ml4LCFUbXAqqiYwfD8PJSmiezrW5Bsl0PkZ09xm6txNiX0KFbtVxSG8l6gBShURGYftqxIY+bDrjo4OpdC8S/o3/SMJJN+hjaUmzUod3cjB0Me+Y/aUJoManWLOswTAkQPZG29e53yDddHeuMInWdmgMMWUtd2MftaAwvfFKAdOgQzdlwkegT+CZEqf0LncIv6cZCtImHurQETkEYcrguuz4Dae2MEhgZ7Wo0WGCKBiS0brbMq7EqG5I/LjIuTWn1Yy1l0nipEan4N6bdrkM0RAl2FYrq07ZysQPQA2fZjZT3ABY9oWjg8r2L/t87CmtOw80tsG92UCK1J7V1ucwjZHFE+YfJ5pteHyNQ9ZLb6MYhy8vi0W3sovLkTP3fF6/cxXi2jeM2EU9QwLCsIFRGdswYWvzXAKCfCKaUx+zv9eC73qa+fHWD/7RUGQXSwDEl36HQR1HZYITxRPb6JJ6v51RnoH2xDXD3BVXkuw8NIVeB3KewUZ6ZoBI5izibVEBE3kWRgushZ2MU1BLqK6Q/NyKStxkDBUFM59N+uQ1AVKO/dYQ5hND8RWyYGp3JM0DEjRLMZKfwBRrpNF+FUZzicnyvFrbLaYvCr1GL4qZDSqHaPEEChniRff75M4Wcui6nrPtyCHjH3udzwjASKX99g5XD1IWeF0au0X0wD05QhYK8J7dYeGq8uQXr9CgDEVWqm7sYGcckcwTHkeJAcaip8TcHMmwr6J4DNf0Xcka/T+tT6pRX0XznDLM2mGQcDh5oKZeDDnlZR/Q8NZB6Nkeh6wKVzlDvsHMA6VYQyDBjYAm5BZTuAWu+ysmkOkL5Hl8DgVC72X3pGgp+znGViTxSa/baKAAAgAElEQVSdZi1nkduMNqqR9MDTOKIw7nRhT6tor2lItMfonc5g7jtt9JYVpL91A+NVPk+8cg76vRZyN7sIDB39kxmEs0WMy8fhtCSb9JFquPA0CfkPDmCe0GCfnYPU6mNcnUJuy8fMlQG8pIDlP2xglBOR3hlhXEig81QB1pwG0bSw/3KBmCVNhFPUECgCOmcN9C6wkhvn+PiH5+f5PHd9BgmvLEJpWbAqKSQaA+Q2h8zKXBRgzWkoXjOZi5BNH48ZPsX1MyX+X3EJkoSw22M7FolXQ4+ImOFSmixxVeEm67AFbfOAKBcwEAKKjHBxFsFgyPawZbJt3G3QAO56fF9Uefn1vegmayEYDCG1BjBP6NFWS2WrEqUfCV5kQk6lyAgDuelMxVHhl/NI1aiCF6wRPzdqTQXXizaaDL9I1I4iXn40tDYSbMP0ZBzG4S1Mxb5IAJH0wYsrwsx379CMPTmwo4GukEpBtF3s/eYpevmu36cOrNFFKItsb+dKgCJj6vqQSeiuh6OLrPoki62utLWPUcXAsMS4L/OEHiF+AiR6Pua+5+H07z+Es74A7dYevIUpeElQOhAJXMV8DsHiDEJFQuL7G9D3RvCLafSqCSTrJtprqfh3pNX70OtDSOOA6n89stJUC0h++2qcvuNrMtJv13gQryxCvbpFq069j+LXN8j3utmGYjKDUmyZGF0gWqm7osQ3cGarj6nr/JvLI5JKM7se2r9+Pg4EoZm/xZ+7ZdJadX8HybrJhQHIsgcAyfLQOc2ZnXZEaU/97zIZKn2/B7uUhPHAIta67iJUaMVK7ZOzP65OoXCHzwc/IcLTWIWpg+PNbP61LSgDH4EiwF2vRlFsPCUCXUV64wjDqkHt35SI7IMA3ZMShkvE+ez+4hTHDI/jXg3CT/T2134dQVgQBOF1QRBuR3mzvxu9vyAIwmtR3uxrgiDkf9zX+UwcYKHvx/C5CR9e1HV42ztIff1D3tyOGyudqeoOEGw+iLeA4cZ9CKoaUx38bi9G2IRDO/o80lLFfJ7fb5peylBToQyD+KYCwI9FrazgeizZJ1hp24FwuxbDEIWdfX7Pcj76XBvBATdm3tOrsdB1wnuaJBrJ5viHjeSzxePPjbyRvKnkOOghOFkhRmcC63v3eszit5azSHRDaG/cgpBKIfn+Pc6yjCREN6AtaGhDbnRpnK5OYfprG0zU9gLO9BZnuKo/CvDoF9LQjrwfiqrTP9gmfSOqagTXx/SHDCGRTeKOw2waomljuMShvnJ3lylGWQFuQUdu08ZwjchuwXYgNbiJDGSBdqbdgNKA3yAPj66GAP0XT8RkkdZX1+Cm6Tts/sYavKQAazkb2XQkhA71WuMX1jB1Y/RDqUDmCR2HL5Yg+CGOzgkIJQGDeYEHg835pd/tYfs3K7j/Oxyid3/1HEJZxMHTJGK0n58DAPi6jOmPRlG82nH+omPIGKxkaXqXRWq96mSjTYz2AMWx/QoXVLn39yJ/Yx/p+z3GqnmIXyzSb9eotQMzBXB/B1JrAOtUEel7XfSWFTgGYE+JSLZCpB4OYNzpovzOgDSQT3s93hmYB+B/C8PwCTBj418IgrAGEpy/E+XNfgd/DdH5M3GAAezpqfOiDmzCvJcqc1EyERN/MFei17B2wHlSbxDzwYRUioz8wxZlE1q0zZymWdrv9rjdy2X4vsMWRhUDws4++V3dHg+5lgl0+2i/tMgq5edIpggGQ87VIpO4uHNABplCT2T44S22fbkMhOUK50dtKw5qANgi7fzWcuxRDDWVvrvJhtRIxu3tJN16cgWyCNG0aXxeX4B/ZgnS2mrMAtPvtTgzefkssTmOC8l2mYI9IbMeHqJ/vhx7NSfxcnKjC//kLIkP9TYyNw4x/4aFZK3N+aPtIPXaTbajs8UfyhkUt+oQLQe90xkIl481VLSzMOJOsB3MfaeNcVHFwTM6Fw35PFlY5TwGi8n4a4oeb+zUvgP15iOIbgilbbHa3mtC2G8htzlkxdU0UdiwkXk0hn6vhcyjMWmzp+cxmKfuapynN1WwHdiVDLJ3+5h+qwnZDmBQrYPFP2/TM9gbALkMpFMnkN4NMXMlgK/LyN3sIlQkZHaojM+/tsVKXCZJYvs3K9QRtseY+06bEpOkAMmiet+4Qx1avyIj9dpNpiW1LASyiEydcWp+MYPMVh/DtRIGK9nYeyq4AQ5+cYmdiDXCcCmN9kuL8J5exeGLJci2jzv/Oo3Z1xqQxoAyCJFqeBiVdHhGEpI5wuFTx86GT3M9rhYyDMP9MAyvRP+/D+ZszOOHc2U/njf7I6/PxAEmiCLbxsnBddiCWm+j/T98Po68Bxi/RS8kAxdGz57izbHfisNhheUKW7smbUNCKsU2BGC244e3aPQ2KMrUbu1xaxgNyYOTlRgbXXiTjLHiO83jCmyaFa27XqUANvq+YjqF4IWnYjyOYI0g2E7MRO9frMSJRbktnwPoyHybeesBus/OkWe2tU+mPBAfXn4xHWu3RtUCsSm1o5hbBoBWKNcjCnm7h9RrN/m7AJBoORiWiauW5+eQuVxHsDgDtc7tphTZnYLooB1Xp0joMBSMqgV+rMacAhx2YJ7JQXQDblQ1BYOXTvP7dH2EF9eQaAzikBWlbUUzSKYjqaaH6Y/497SeWebPW9SQvUvChdgykeh6aD6bhmPIGF1YQqI95vwrmz7eTruUvAiuB1+Xod58BLdkYJxXoNeHUJomFv+4DvO5BSQ6/Hs6lRzN79HvVXQDTF3uQBoFGFYNeJoE++wcOs/MYFQtINVwkei46C0rrGJ3DjAqsmKznllGdz0HNy1B2tpH4a6PVMOD3OhisJJlO9nlz5++x4o3fa+LTN1DcG4lFvKqtQP+3NHhLbU4cM+89QBqvQtpax9K24rdBf3zZSQPxkjvjKDWDuBkBTiGjMrXKIQ2HgbI1F3Ito/UtV2YJzT0z+SRffCY3NyfvAKbmuS+Rm///K/6koIgLAO4AOA9AKUwDPcBHnIAZn7cw/lMHGBhEFAZv9dkepCiwq/vYfqtZqSX4vYueZWZhWG3B3T7SL5/jzOB2WJM2GQiUIeq/pTGEI2WxYH9ymJ0yDis1Lp9CllXFml/yWWJaElpcTwbFEojggGlHdzQMZVo75+cZXhFq09TuMIbKnYBgL6/qe/tUqy518TgVA7pb90AAAxWshAtB6MLS9D3Ruh85YmYvCG4HqQ7xCkHsojmb6wh7PbIVI8O7PFqGb2fPxkHSsD1UNgYsgJaWUQoMwBWubsbb7O83T3+rqLYr8nPKLg+TcnVmThSLHWNCGu50WWlOZ0HpvPI/WCHlVE6Bendm0jVTLhFnTdzaxAPuztnDc6Mun3O8Lp9CG6UPN0aQDFdHP53K1BMygjaz88hzKaRrLXRrwZQTQ/Jqw8hN7rIXGugdbHIhKkINy3s7FMHGMESx8VI6KspdC7oSYxyIg6fonZLbQ7o82x0sf+lchzXlrq2i1CiWDRZN5G72UWy1oZkeehVE3CyAsZFlWTauy6kUYBEm8p27ZAwzOTBGLLtwyvTnZCsm+R4VQz0z+RjryQfH2MEnVIa5nMLsFdnImYYDyinqKH/4gnsf6mM0YUlOKU0RiUdB5cY1DEuqlDu7sIv5zH3nTb2XpDgpkTo91rI3myjfYa/h6MvLiHzaBxnXj6O629QgR1Ncl+jtz/4kV9PENIA/jOA/zUMQ/Nv+ng+EwcYQBO3Hw3yARwLWYdDthndXrRV7PDzOjRYK3d3IbbMWBwpqArbUFmMU408I8mBva7Gw9fQceCensfu7z0L80zuGN1z2KHCXlOPgYl7TTivPEWV+bvXEe6SylB6f4Dg4Ih6pyi/MOz2YolFuNsghaCYgWS7cSKOmM9Bsj0Y7z3CsGpQP1VvE1WtyNzkRYuJyWFZ+lPq0ybmZW9hCrI5hnZISm2oJ7lxdX30K6wYBI9zL0znkbvZZYs5zyo2XJwln2u+zOpXkRAuzkKtHcSJ0345j2FZieeKgjVCoDGwQ0hpJGNUuTSRbK7+rVNFuGmibhI9n0nVAATbYcpR02QVHan/py534Boqjp6UOac67KB3YQbzbwTonEoAuQwfSzGDRM/nC4QiMavyzBIkk7/3wNCgNRl/5uucP/XP5DF1uYPsA48GaU3hAVudQmbXQ6ApyNzpoH+xgkFZosRCU2KlvHJ3F8lugNLlEZOMNpoIFIGBI5c3kN4hUkdwPcoy6l3YpWTsNEh9/UMAwCgnQjFdWHNskxO1I4iWw/i4gzFR0ZqM7noOqZqJYVlB5sYhSu/1oJgOo9uaFlJNH9m7fahmlKp+u4ZxOQ1lSNaXWzIg9AaYfaMNx6BmbP8S7WDj7GM6xB6jjEIQBAU8vP5DGIZfi97dFARhNvr4LICDH/c1PjMHWLhdhyBzizUZ5AedDuyXzxIRsryI/S9xKC/qehx5NrEPTQSwbP9S8Y2O6TwPhCh6LTD0+GBS2hZKl0fIvb9HyOHQ5iC90eEcLFLkY65E2cTKIqTpafK/tuuQ7jxkOtKVzTicN5YyDIZcAuw14RlUzHfOGvGw/+hcCt0vLCLRcuAaCsynZ2N9k2CNYi6ZWzJgzWlw1hcQbD5gJeg6xO7criFRO4L1zDL8YhpiPgenqGH6z+7HmZWBEj25i1F6ucLgk8nywKnksPNbyxBcH+NymolMkVZKavVjHDIQpfY0OnEFqNbbsUNBfnQEcasO/V4L6fs98q2uNdB4oRD/jdV6NwZHhosUZrafyiPRGGD5DxsYzhIpnb16AD8horBhwy0ZME+Q1CG6IYKDox+iiwoWLUVOkXijUbVAxf2NQ3oOwdAN4Lgyk2wv4niRkCvbtBx5mgSp1ad6f7cB9/Q8Ug8HMdXCr+8hlKiEH335AtTaAaauk5yh1fvAYYuVtusRE/7iOdhTMrSWj92XdWSvsl3sny9j59UCRjMJKE0TiZYTi2kHK1kU32nCL6YxXEpz+7pjxUJUcecAidpR/LNpt/aQ2+SAflKB2pUMxlkJ6Z0Rkq0Q/YXEYwEaInx8ViJBEAQwgvF2GIb/18c+9PFc2X+K47zZH3l9Ng4wAZRQpFMQZJk0iiYH5H5S5OC428PcN+uQKnNxBRPOFqMWSI5axlS8wgfA9u+wAxy24D53ht9qvxUlZ6tUp793h+r8eW6VJhuseCZ2cBTP4ETTitn5WFkk/13X2a51e+RMtfqc0aytxDeqPa1SAvFoTNJEUUOyG1JeoPPQTh6MGcgbWY2M9x4xuuvKJowr+5Dfug6pNMMN6jS1UPbLZ7kh9EK4hgr77BwU06Fh/GSFhuWsFGNvMtcatAzdeYjA0AhxVESULh8nAIWLsxDdAKJHxto4J9E21WPbF2ZpM5rIPARrBK+co/p8roRQU9F4oYD2U3kEho7i7REwnWeYcPR7HL+wxg2aRV68aPLmzX9wwK+jyBx6LyZjPE6oiOTAP1FF4aMOxi+sYe9FZjmKlgPFZNqP2rLhGpSXiC0zrkQ7z8xElS1j0CaxaNqtPSr6Dx0EioCdv1+BYroY/J0nGX13OgN9z4Z9dg7OK0/BSxLXffC0EiO0YxP7XAlqvQ3zuQUIrofhLI3fqZqJqRsenEoOw7USms9IUIaUWfQuzODoHKPn8h8cQBn4nFU2uvCSAmSTraqblpDeOIpSlWRy3s6twHxugcr+rg/ZDtC/WIFW76PwUQeuoTAVaV6ANPr04qzHrAP7AoB/DOAVQRA+it6+AuD/APAlQRDuAfhS9O+/8vpM4HQEWYFcIXlCigSgYnURsEbIfPdOlK1Iw27ocI0uPzpitRBpqoLNB/BePAelZfHVGmCk2aVzsUHaW5ji7CvSUCl3d+FGWYs+jsM/RheWEMgCUr0BwkUDAdgCBYZ+nFe5sw85lcL4uTNM8kmlIKSAcZWtXXD9DqTpaQQ6XxUnoQyhLGKck5F7fw+BoUOtmRivljEuqhyud7ro/uo5GA8sbqnOrSC8vBEHmEiVOYSHLfiDIZRKgQhjTYRdlKC1fCTrPCQ8IwGnkkLxnUjNP0vChGsoCC+cjG0yyasPqdnSkwiKGdJhDQOyIkKrzCF3s4u9LxYwX0/ToaCqwHIlzjWUHx0R+aNwASD2Rpi6TiHuJLexePMRcj+gk0Gtt8kCe6IKpWliXJwiImg5C8V04esyJFuBaJNO6pTSUAY+ErUjJGoAXA/mc9QALv5xPTboi0AsYRjnJCTaFOlKtgscdpDeYQWqmqy++mfyUOtdtsuahGSTqGbRzaK9pqH0RxQGB7LO7MZIdKwdAfVXFBSvs8wYLCaRM2djwoZXzkEZ+HAqBZJhiypkk+LcXjUBreVj+RsUo4otE6NcHlPXLUg24+8SjUGcNWA84MHuGiqT3zU1rjIBatAEP2RVaJOLF5R0jMtpJN+/Bw2Av5KF8TBA44XH5LB+TDmyYRh+HzwTf9T1xU/6dT4bFVgYcjg7T0nCRHvl7TKizHxugTMhPRnZfzQeZHMlzqb0JIS1FSJmNu4zKFRREbzwFFutVIo4ncsbcbIRAMB1OEPbqtPIvF2HuMPMRv1eK5Y2TJKzaQ2KpBS5LB0DihhvFyeHa6hIPIhzGQiuD+3QYeCHG3DwnBRgr1LlDkWG2hzENpbB33kSqX2yzYWdfYiWQ3Fv9Jgns7HG//Isb/ZWH35CxNR/uob02zW4BT0SvzKqjjRbpukI1oi895uP4Bb02Lg+8SJKrT43dfUhJIvAwQmNtfNUAWJ1ka29xvi5Sdag6AWQzTG2/0E5ms2xBdbvtZD7f96hU+JjZnuA27b+k9NIbxyhfybPBJ96G+McE6vZona5VbxH3JBTIZ0289YDtnlDGw9/vRyhhiQKRK/tQhkGMY5HcH24p+eh1g6gmh7kt66zGn7rAfpPTvNQeeMWDj9nIJRF2FMyPYXrVWZoesQ4j0o6xkUVybqJynddWCW+EGXv9mPKiGCN0F5LwZ7ioTr1vV3odT5fRDdA8ZoJ1aQoWbRdBEUDU9eHME9o8IwEhlUjHn2MLixFBNgEEo0BEj0fO68W0D+Th2I6tK1F1qNE5/h5p9X7kCwP1vOrMM/k4KRFdFdF6I8eT63yMyX+j7hC/7iymsgpQj0JUdfRf+UMXf+HrXiVHypyPBNSvn0ZAGKzs6CqCB0X/RdPcDYFonrk5UWI+Tyk0gzlFhHqZrIMCB03NguHu41Ig8VD04+wy5NwXYAGcXEmQsnsNeMlwkRfhblSrKDf+0ISw/O8iTBdRKLnI1lrQ3C5tcJhhyTTiCY7MXljughhv4Xez5/kQVNdhH/vAQTbwfQVRnv5RSZMe0+vUpvmBQxd9WjPmVhvjCv7xwftbDFO0Z7ozfpPTiMw2Gr6moL2mganqMFazmL+L48gesDhiyWSLlwfw7US253hMI4FS7QZCtJdz8FLCnAqOQifO0v/aNRmhUMbTnUGw7USMjcO4ZYMKAMf6T96FwDgJQVW0cU0TdcdVib9J6chegG0W3sYPF9F6tou+i+ewOKft7nEuV0DQKlN5loD+gfbbLN0FUrThFOdgT2tYvTlC3BLBvyTs0jf76GwMYT98lny7MtpjIoCkrU2BotJJLo+knUTvdMZpK7tIr1B2Uqy1kbwsfNAev0KmWmKjGxtDO3Iw+HTOmr/qEIu/Ysn4iDcSYfglNJwi8cC4eGsSkdHKsWNsOlAsj1s/SMxFsSmd0PUfyGE/OiIZvcaabvDWRXJWhvNZ0msHRdV8tK8EImeDzcVItl6DKfKz8zcf8UV4vggGQ5pAZJFiDNTyLz1gNtIx4VUmiE5tWRw1a+qrHT2mjyAFDU+YNLfusFEooMjDue7Pc4PIi/ZpLqLr8gvKKQ0CMuVmAcmWCMaiKMKIhwO0X/xBAAOdUclHa2vrh0LZN2oerJGRBLv7GPmisuE7Gw6rnACgzFh8qMjzuxWCGucPH4AtCtN56HvRd7KwxaCF57ixrPehv72Jl/JDQ3KzVpkSRpQZnDnITJb3ABOiAq+kYRb0GGeiQ7h2WIUsuvT9lKJsjEVDtCHZQVavc//ZklEbtOGYroIdMZ3JRoDCKkUCm/uQDbHUAchtCMKUPOvbfFv5PrMuHzpNJz1BXS+dBKhIiLRpmpfaVsQ3QDmb11CqMgwHjCGztdk0l+blI1MyBzhcIj02zVAkZE84HwodFzOD70AyasP4VQKcE/PAwCOzqUiVE4S2de3iIA2lJhAIrUGSG00IY0C0iyGIZxKjgPwpoXOU0Tn+GWKboNFasT0Zsg4uEYHg9+4BH3PBhQZ9jRN3VM3Rpi64XEBkxbJ8To5G1MxAkWEY8i0Mj0aQx6FtHXpXEgEsgjB9bH6bx3oezbpJ//wEIWPJDReXaK1yGC1nd4ZwS0ZyN134WsytOaIeZUHY9hFCfnbgJd6DEN8/IwH9iMvQZLI0FJpWPaeXiXW5OCIN5nLUNtQT0LKZaHW20T95nOkK+SylEHkMnwCrC/ErWLoOJyFKRyMAqzWuv/k85CXFxF6VNWH23X4mkIC7HadX2u3Eavzhd6AgRTrVRjvPSKJYPUERC/knAk43iLu7CMc2si9v0emf1KEr8uMna8dRdwtCfYqlw3iVh2hIpEW6rgIajvcIroMGFHaFjVSjgvlZi2Oocd0kZXh7RqCAbMyJwEezoWTGJV4WDklJj9LLX6t9A6V9eHGfc61IhtRaoM/h6dRUmA8sCGaFlxDgd4MY3CfZI64RV2nvMJbmEL/ZAbGAxvjHKPRrGeWWe0pEsLZIv199S5S+w63fXcecnYmi1BvPuK8q5Ij680aQXAZ+jpR9ac2mpDMEcLFWfR+/iQ3oraL7joP44mwdXSB1h+13kYgiyi93mTU2J0unPUFJDYbSHzzg1gMbZ0qYlydgmK6WPgvDWTqHgmsHrlkTlqAtnlAvnxrAFy7C8V0YDyw0X5+Dk51BpmvXca4kEAoizg6J+DgGR3q1S0kWg7MJQmFjzrQjogL6j85TRucLKB3QkYgs2oX/BCZOl+MRDfgXFZTYJ7QYc1puP27WRx1MghkAaU/vQ/9Xgvbv1ZAf4F+2u6qhnFOQudUAo9+IQ3Z9iHZLorXTBSvmZj54PHQKH52gP2oKyQP3G8eEB5XbyM4OII4E9ErFZUHnEsP4ATGF+pJqN/9KGKJ0RokuGRSSZU5ijYvrgGXzsVUV0yTJzb1vV2EikwS62AIcYazG2ltlR7Kbh9iPgd3vRqTJUSbQ+jh+fl4bqTd2qMPznYRPlGNg3XhOnHlY1zZR/L9e5FCPcM5UaMbEy2EVArC7RrUepe5mNHMK9BVBEUDbkFH4e09arYmyww9yQN2QqR48Rxk2yfdwvIguAH0D7aR6HoxjTMwNGCvie5qCoO1KVivPg2cP40gAgiGejISVbqkUthkmimmi/wthvWKps3Hs2Ej/83bkQZKRXrHIj56bwS3qPMwdD0It2tUsUf458RmA6lru7CeX4X07s246gWAQOEBFGbTUG7W0HoiiWTdhLO+EAejHF3MI3v1AFJrEKdZO+sLEE2bCvjNA7a/lQKps5rKTeTOPjxNgl/OQ15eROtiEb0LMxiW+ZhCRSSTvz1mbN3WPmRzhOw2DddqvYvB2hRftCwHvi5DHoUYLCYx+vIFaPU+HvxGHqUPfIhjOjrU2gHm/+9bGKxkYwy2NArQ+LyO3rKC4i0H2bt9Vtn1IZLv32NFrYiwKilmGQxp6tYeKQhaKkYz9EY6lRwWvzVA/paJo4t5qIMQia4P0QOWvt7GOK/AKTIns/lcFq6hPIb7lPfqJ3r7CV2fjQNMZJCsoHKAb6/OIHQc2KszMN57BP/wkLaVIrEmwnwZie9vRIdMHmLLpHZscnNHN3XwwlMAqHymOp4ECkwX4W3vkC+mJ7nZ6/Z+aBgrqBRsTrZrAGJPo77diw/L8Sq1acHmAwi3a7BXic0RUin6LF2Pa+/BMEroUWCXGC67+8tl2qMA5lkW05ByWQgqV/TSnYfxEH0SqDu5Qo1rdCGXRfhEFUrLIkxQZwsoejQ/j3MyhuVjZA8ApBouUjUTqdduQmr1Ie4cUNHfG0AxHSg3axAtB6Eiof6LBYheAKeoxWgjpc3w2XBxNn48B0+no5uUKJyJGDiMto2hzCzFCcxQ3+5BTJOg4RczCBQRiumgX1G4YFicRfE2NV6JzQbbclVBpk6220TV7+tyLDVQBiR2TF0fRoz8DB0CBtOskk3On7Z/sxJZfTzkNm2MV8sMPTFkJiitZOGenodb1NGvMCTFLRlIbxxhcCqHo4tcOigDH+mdEfS3NxHoKha+M0ZnVcbMlQEE10fj1SVguoj0/R4DgTcP4CdFVP6yDXUQIlk3MVyiCT9UJGCuhFHFiJX0ghsgvXEE0Q1Qft/B8jd8FDaCGDB5dC4FX1MwdbkD0QuhmC5SDQ/mmRz0PVbDogfM/vG9eLHwaa+fDfF/xBX6HmUQT69SfCkLEFdPUNvTPIA8Tw2OaNrxsF6cmYrDOKDIMTo66HQpPdCpIZLMEdSbjxBsPiD00HGppJ+eZtUXpd/4Z5Z4I7ge/CbV6ONyGsp7d+AtTKH7BSrOzecWqC2LtqWJ2hFX+edPQ8znoN3ag2PIOPjFJbhptomCNWK027VdKHdpz+lXJHhJxBC8UE9SsHmGFYinibCeX2U0nBdQfb7ILMDxahmCx+is7rNzGC5R82Q9swxPI3xR2tpH+n6PEoQeY8ICWaTavsXWkDieDNzT88j9YIe6sUKCs8QWCbPldyzIjS4U02FwbXS5RZ2ssKENbfMAM1cGSL9dg3B5gyiaCOon2i5w2OJ8zfV4MOrJY+3UYYeb2k3OHDN1N4Y8qvUuJHNE5f8O06i0W3ukfkSG/skyxKnkIFlefPADx5hnxWSCt1PUoDRNLP1JIw6M9XUZjkFBregShJg8GMOaS8IxOJQXTYqVJyTX6beaGOVEJBqDOO0dAOxpFYt/TIHzwaU8plJxCeoAACAASURBVD800X9y+viJ7npIHowxrBpINcjQT3/rBoZlGdachsEp/gyZOkGPku2i/+Q06SMAessK9L1RnMGZv8dWt7ueI03WCyDbPjJb/VgAm+h6sJ5ZRm5z+Jhu1k/49hO6PhMHmCCIHMi/exOhQz469prxzCp0iEIONZVVVJRugzkiWcKhHQ/sJ0QK3yBv3S3oCIdDevlAVpWwXCHNQZeZ0B3hYsIPb7Et84ixSV59SPrr9fvIfvs2AApO+y+eoAat041/BtHkENd8bgHpe11Mv8XBsGI6x6LYyIKTfvMupm6MIuqCSw2WpkD0WC0GmkIf4LevEpcyR/67aNpw1heYvF0hYtv4xnVkbhwizKahvXGLm7LoChUJgSIgVWPYrNKMDv+tOtu7KBnbNRRWkoctaG/c4lJBkZGs8/O97R3KUXJZLkKicA5fY6J6YOjMt0xplFrkojTvoc1t23qVGJ5smtvVbj9myU/ax0m7naxHkWg7+9Q77TWZLKUwTDgoGpx3OS7Gq2WMqgUcXcxHPy+5ZkIui956AeYSqw7l7i5GJZ3taCVHn2lrENuuZDsgi36jyY2fOUJ7TURnVY71coJKjI5ku9j7pTKm3yUvLNXgYSu1BtzKKjKCkxWU/vQ+fE1B5rt3MFjJItH14gxH1fQwLCsYLOoQlisx6z5VMzFYTGJQlijE3apjlCMZV7I85O+N4RpKvOSwp+lhTe+MYC7JaK+loDYHZOgpYpwRmmxa8bbzU92n+FkF9iOvMAyOAzYODxFu1+GuV2Mqg6AqsJ5f5bA5l+WQPaJUCCrtJxNTdjjkPEu0HKQeDuDrcuyvhCKzLZRF+tDqpJ4G1++QBXXuDGdh83MYVg1Yzyxz0L4S3ZSR93Ji48DKIqUWu43YdJ556wE6T/FxTzC+gjWiL9N24G3vwD+zhKMnk5h7a4DDzxlxa5i9esCqo9HB7ktJ+JfW4ReZ+DwsK7BOFZmOXZmLK5bwiSoCQ2N4xhNVhvvKIhcZioTMtQY8I0lk9pPT1G89v4r2S4tcGuhJ6Ns9WlnmSgzliHIbfSMJ5WYN0vR0nP4s3XkIsWViOKvCnlYhLy8yVPXJ6fjv5Rcz8IwkrGeWjwfiJ2ej1B6FB5GmQEil2G5HSUmTof6kbVZbNhObnqhyq+h6EKJqVEhpkM0x7CkZqYaH1hNJ9BcSCBURXjmH3A92kLvv4ujJJJcIH2zDKaUxztPbiW4fnpFAbtNm62tacCoFpO/30HihAH0vRPGWSwO262Hw0mnYUzJE00bhjhOnuWubB2g/P4f9L5VJutD4QhPO0twfLs5yQwlA3xvBmktCaVlI9HxG22kKRjMJJLoehP0WzCWG2dolymgydRd7v7JMKYghI9m0Yv2a6IVwihqOzumY/3odxWsm3IKOfkWCZNEJ4BT5AtF+6sdyAT/pjfrYgIaP6/rEB5ggCJIgCFcFQfhG9O+qIAjvReTEPxQEQY3en4j+fT/6+PJf+7WjBJ1JBJowX4b07k0od3chVeYQFA0eBntNwgIt8vG97R0eIo5LK5HtwH3uDBXzO/sIFYlUgelpmE/PwqkUorgxi1u+3oAI6OlpsqBshweS40KvD9Gv8BUs0MnlF1SFmp4o3VvYb8X2mLgynC0i0T1OQRYteuPc9WrMKZNaA2hHAUTLYTx9lD0ZairC3QbM5xZQ2Ai47t/ah1vQUbzcot8uUp4HBoWozHSkMFJq9Sl7KOpI1I7QXU1RrxVB8DLfvcOWr96H8cCKTdA4jPyNe01uxPZbCDYfxGjs0YUl/u4ViYJahXyszFYffn2Pko49Wnhany/B1xS4hsLNYavPNlCmv1Lf7rGVNG0ERQNqc4D+mTxR4IoYeVBZHYqmTQtVq8/Znp7kKMC00T9fhmi7yN3sInVtF6U/eJ/5lG4QW560eh+ZOhXvweIM1KtbMK5QHOyfnCUZo3aA9MYRgoMjuIYCu5LB1HUL/RPA/vMy9l7U4VRyOLwgx8BFxXQwrBoIDA3bv1mhZKEbEPW9z3Bdz0iiV2Uyt2tQYQ8A2de3ECoSeiciK5brMxjY5SG/8O0eCh91ILoht8qygKnrVmx+F22CPXObNtvY729APwrw4J9V4GsKrLkkpq9YsY5t/3kVzeeyP8Rv+1TXT3EL+bsgdGxy/Z8A/k1ETuwA+O3o/b8NoBOG4QqAfxN93o+9JohlQSVGJ9S4dQw6HVYuO/vcyizOQlAVVgTdHqRcliTWlBbNpWSoV7d4M86VILWiGxTMipy0UFwSfEw4O+SKH90+Hf0parRK32/R22ionM0VDQpCo0AFTOcjXyX1W4I1iln0ANXmblEn0qdtxawxRn4JEPZb1LS1xwyh8AJgZRHGe49g3OlC36Z2TbJdBBoJE/bqDOdZuhrbV8KN+3BKaRy8Mg9hZz8KvZWhDgLmVR52uM2NNrCekcRgUadA93aNs8TpfAw3DGeLbLkPOwy/ff8et4Yt0kFCPQnc36FlK5+PWWL6dg9T33kIX5dhTzEVPez20FsvRJ7GIPZ6Ci49kEJvwMPvyxchv3U9ljb4TYb54vxp2nNMh5Xq+dPoXZhBeuOIB4YXwKnOwHnlKfLIFJHe1+hjqYc8zHDtLtvO6hQpsBHb3qnOMJjkiSrctAQ/KaK7qmHpGzbmv+eicNeH0rJQet+FOgg44Dc4ZH/05Swqr/NgSu07fKFwHZgndChtC9naGGq9zb8BSG+dQCPL7zDANtBVdE4rENwArqHGkXL2lAzFdKF/sA3zBIECohvGTgu1zkWA9/QqrCkRxgNCHzNbPOwTXR9uWsLSn/UwXAwRyI9JB/bT2EIKglAB8CqAfxf9WwDwCoA/iT7l4+TEjxMV/wTAF6PP/7FX0OlEB0GeKTOOCzGfZ+uYyyJzrRGbfidIndBhejfDaKNZSnQwBZsPENR2WDWo3Gyh24eYTkH97kc0Y0fDevc5svbD2SIFod0eb8rNB3xlTksIOl2IpsUoq+UKJRZRuAbmSpwhRcr7UCe+JxzaFGKqynGoay4Drd7HzLsdCCmNUVmWA8EL4G9swq5kYJ+d441ZSgPvXodVSaF/MgNrLgl7ivYSRp9RxS/m85DNMYrXTPS+/AScCycBANIoQGdVxOD5Ktvebh/CfBlq7SCe6XlPr8YLCbFlQp6fi3/PmM7zcLxwErLN+Q4FtR1gZTFuByWTwtpJnqXoBii+Q3IqFBXaIY3WE1y2vToTh2eEehLyI/6OxVUKhO0pGcLaSpw21Hw2DfOEHpNHrCluNOUrm8BhB7Vf0dBZUaHfa1HpfmYJoSKifyYfD/LF6iKE5QrU5iD2pfqaDF+XYxa+NOaBJ49CdFc1aJsHyNzpRJvYEJkbh8jcOETy/XsYZyWMC8xd1I48OIbMSvLMEuwpEa2LReJ1Iq1fqEjEbje68Mo5yI+O4BkJ2KUkyu8M4BoKEg3q9ETTIpFCl9H8uyvIbQ7Ruljkz9cklvruv6BQd+9FHdltF4N5gdBHRcKwrMBNS9S+FTWU3/GPA4s/zRUCCMJP9vYTuj5pBfb7AP4VgIlErQigG4bhBPNYB3GwiP73EQBEH+9Fn/9DlyAI/3xCa3TDMcQ0rT3kf2UQLFJ1n/z2VUojur3YC+lfWifWZrmCoBbFTHV7FHWqCtXw6RTE6iJpAQDE738UH3KCqjKHUVWR2GzQHzdXomF7MISQy1J97/HHS9/vwX3uDMKhzfbD4ONQa5xDBZqC/kICw/Pz1BxZI+rVOh0+phzX5FKjw1Txlhm3qwA4o9IUmL91iabiyJ5kT9NpkGg5GOUEJLoedUNgSK1a71LA6zpRSrnNOC6XfP/uioL5NywMSxIEL6AlCWBG5pklquTrbc5rNDUWd/rFDNvt7Tr8S+uRkfqIdhk9GZvZtTdusT0uMANSNkdwihpaTyRJn4j+FrI5hjWnwd/YRPulxcjHx/CMwdoUxqtlZG4cxnjwqe/tcl5YzsE8oSNT92lNqs5ANG0ku6ycBFVBsDiD0gch0g0/1nxNBtbSKECqZuLhr0xRQBrxzEJFxOBUjnPQWhtuUYddSmLvBTLxjQcWtNbxHDC/6XEZo6lEEs2VaNNpC1AGPvQPtqE1R0h0XEitAaavWCheZsuXaDCVyNeUiAJCYWqYTTNx6c27jLjb7vGFY6/JF09Dg9qyMf2hiXEhgfwtk46CU0UEioDlb5IFl9sKsP+8DOMhf9aDp9PI3yLV1q5Q+Jq5XI+pJ5/6+mlrIQVB+GUAB2EYfvjxd/+ITw0/wceO3xGGfzChNapJg2JO+XguINoug2AvrSPMcpPFRB+Xr7y5DPyNTVZgsojgZAV+84DJ0ZMH4noxqwuXzkXZjEwdkt+6DmG5Em8SRxWDcofSDG/K0/OQ1lbhPncGdiUDwQ0YcWaT5uquVwGAFcfOAQofdSDbPtRaFMw7nUfoMZA37PY42B1Sn3T0xSU4lRw6z8xA/e5H9CW6nJuFCtNkrOdXGYoaaa2S3RD2lByn6wSKQGFlnq0fpnkISa0+W5NOF1M3Rth7USezartOa9FhiwP0yxt8THoyZsWHQ5seRE1hJTAzBeXuLhpfnmc4SBScIXgBU9GfXiXO5WYN46Iawxln3zhCokux7eTwFvwQjd97HumdEXlr0Qwsc63BYIsnp5lBEB1cUGSMCwkYDyxYUyI6TxwnASW6VJljrgTRdpHoeqi/6h/bdHQVgktqaqCrqLw+gDQK0D9fxqikE6XthlDrbar/WxYy1xqYfSdA56kC5EdHSL12E3u/QMGxbHOuZp7JQbb54pC920dxw4PoBhxrmCMuQrp9yhwOO0C3j2HVYEZm24rFycaVfabHn8lj9Owp9BcSPFi7PYyePRWnOwFsU1MbTfRPZthiJkVuMWeZSi6NA1T/1IToEfeUbjBIONEYINm0kGiP0Xh1KZ7Bfdrrp7GF/AKArwqCsA3gP4Gt4+8DyAmCMPlNVwBMzIV1AAsAEH08C6D9475BOBpz5nFxjTyv63fiIFj5yib8jU24hoKjLy5BmC/HejHxHFs/Yb8F4XYNUmkGUoMarUkEmrBcQTi048Fu0OlwkF9dZIsYbSiT79879mJm01Rzl9JQ65xFyeYo1oxN2jAocuyZxP0dzp4iOQD2mnC/fJE3U44kCHL0PbLWNxusps6f5nbVdpDeGcGa02BNiXGElmBTWDosi0jtO8j9l+tQm3wyZq4xk3FY5eE7WMnysNyqI3QIycttcVngPb3K+cpcKZ5dBbUdHtYlA/p2j+JNQ42H/v3zZWA6j9Kf3ofoBUjvjDgo7w0gN7pQawckISgqzcb3unANBYeXipAsD63PlxAccJmQqpmo/NE250DlfEzInVQk6W/dQPYuia7yo6M4YVxqDZC/N0bpgxD982X4xTSrlZ0DBJqC3nqBaeOHCqDI2H0pCenOw9jv6BqMihuWZaQ3jpBsMuIstdGMqsZxjEoyruwjd7NLrd/KIub/8zZCRUaiMUDvwgxyP9iJ51kAaI9qDtD9wiJGFQP7L9OD6RmUXVjPLCP95t3jaLjmAeRGF7tfraDw9h7nsqaD/C0To5IOd70KyaKVSWp04BQ1LHy7B3t1BpktUiaUgY+jJ5OQR2GMUXr05Sz0vRFTsJICuusU23pGAt3VFEqvN2PL1ae9fuq2kGEY/u9hGFbCMFwG8A8BfDcMw/8ewOsAfj36tH+KY3Lix4mKvx59/o/9iQSRD0NudMm8ymXjMFthvgxpbRWK6WLqe7s8NL7/UTyTgqKSLjFfpjaraMThtKGehL+xSS9kl6ZkqTKH4Vc/Bxy2IFXmYv4YFDWCFXJgn2r6HOwrMjn7EfvKOlXEYG2K4L2Pqf6xshiTHZwLJxE6LrTNAwguRaQA4iXCRAJhVahEZ8sp05aSE6EfUYE9oap2vvIEpFEIyfYg5nMM0r1G32XxcguZaw30L1aQPBhj9OwpAg/Pn44ORSumoiptbm+VmxzcS5U5hLsNKG0LzReKRCjXzRi1I9sB5QKzRfiazEPB8igALmbQvxhFvE2TqgrXY5hEw4PoBUg1XAjLFRQ+6lCrFWnLhNs1LmQub0CwHbaP82WIO1G4hSLHGZV+MY3+QgL6HrHOosVsgck8zLjTRbg4i6Vv2BB6A1T+K5clk1Bf0Q0wurBErZWhYf/n+PcODJ1uAoWaK8ELON/c2SdcUicg0jpVhNgykfvBDryFKRjvPYK9OoPhUjqWKGRv8vU5d9+F6AUYF5kXKtv+sUA6l4GYTsFenUH5BxyHDE5x+SE1Okh++2qUw8mvOamaPCMB0Q1Ylc8xHm/uLxqQRgHMJRnTbzUx++6IBvnoRZEvNHxaqoPjivFTX/8/o1H8awD/UhCE++CM699H7//3AIrR+/8l/ppcN4ChHmI+H3scoaixZWjS8shXNnlgbNeP/YrgFlG03VhLJey3WLmkGLkmz89BOnWCeYe2i+DgCMaV/SiV24Pf7VHFHzHsJ+EYmcv1eIOJlUVuHRUZqWu7yFyuMy4tm6akI8WEZcH1mHG42eCB2u0B1+5CavXhLUyxIom+pl+m/02wRhz+9wYovLmDbI22GOtUMc5+NB5YGCwC9/8Bh+TpN+/GvsUJ+19rUmMUyAIlKR/eojq9NcDsG5QI9M9EWqDpIo3u3R66v3qOT/BtNzZCA4htVaEiQdjncFyrc8M1WExiuJRG6rWbrJb2mtj7ItOSZHNMJpU5InZGU7D9awVM/9n948Sm+TJnVekU3JIBt0RJgvXMctzqCDbDMqw5DVPf24Wvy7EDwblwEt0vLGK4lGaakJGkl7E6w7i9qD2doLDVlo3uqobhUhrFWw6GJQnjMqUOcqMbLxek1iCmqgYylfay7cOpziDMprnVLhrxC1CiQRlOTIJNSxSPRswvtR7BA2wXrc+X0PnKE9Bu7UE0bfgbm1FQr0je3cU1tNdSyG0O0TudQen7LaYW1buxl1U7dHD0ZBJOJYdxTsLUjRFlHS1KYo6+uMQsTkOJ8gNoGh+vljFc+mEe2/+Xi0LW8BO9/aSuv9EBFobhG2EY/nL0/x+EYfhsGIYrYRj+/TAMx9H7R9G/V6KPP/gkX5sm5hwrp9kib5yJHsh2Y/3RpH0MtSidCKAIcnEGg5dOUwLw7s0Yehg6PNxGJR3DJUoe/PoegtoOhuc554LrRBIHWpcmynmp1eeWr2XSBxgRYcNsOhY4StPTgOuhf76M+//jPB78T8tE9lgjBCcrGH35Amc6AIrvkI8/XCthVNJJpYh+Br+cZ4jGrAprin+WydA9kEUsfGeMmQ8Ap6hh8NLp43bWdphKLovIXj3gxnRxhlXre3cQaiqaLxSR/PZVGFf2Gd+22+DPuTgL4z++i1CRkay1j8WxiojOqeNXfkFVYgGpYjrI3ewSv/Py2RglPfOBBS9i03fXuaH1i2k0vpDF4reo0u9frMCpFH4oTVw2efAOl9JItMfwDC4RBNcDun1kbhyi/fwcEt/fgPzWdcpJNAnaoYP0t25wCK7LUOtsaZ0qt37jcvoYb9NiDmTq6x/Gg/FAFjCaSTCLQGaYh2CNMKoYlKBE87bWE0mMZkiacEsG8xqrUxjlRLoKInxSqEgUo7oBrWSXiN8RLYpeRS9E/oODyEngwf6VZ9luahIGZaY5uWkB40ICia6P5gtFCn9LBvafV5l6ZI6RahAeaTyw0F9IMIW9ZaL5QhGphotAFniQJkSMZli5epqE1MPHMwND8AnffkLXZ0KJD4DZhLt7rAw27kNqdIjTcYgEnmQwSrYbDcWt2E7C9B6Jr3w2N5CBoUcJRQqCTgf6do9Bq7kshLUV+JfWob+9ySfs4iwFhaUZzsY0BWE2Tc3V4SG9d7dr8Hb3YiuN6AWs+iJGvuiGmH3bQ3on5GE4HJLimZMgN7oYFxK4/9slBrZuNI+FhRHfPlSkKDIeCGRGfE1aE6VpQq134+j6VM1k62F5kQNAittTfW/E+dDmA2BlEeaZHErfbxGGWN+D8Y3rxBVFJvhJC+1UcrGSXq13MfNuh9o0P4zxPeLOAVvJoo5hlXMzap8Y8KHcrCHRGKDw9h6Uu7sYFxLQjphM7ZXJQVNrBwhkEcrNWjwGSHQZwmHNaWh8Xo9JH8HiDPxiGvnXtmC/fJYLm8iQHigi9v7np5g6pYk8rM7OwddluCVWSYGmwPjG9VhbaL36NJyiFi9M9D2bZNeN+4Q0np9H8v170e+Dieal9/i8cYs6CahRWG+2NubvfLoY02kTjQGUu7vIXGtg5t0OApkwQiYHBbBOFbkAKWag14eo/4KOZNNCdpsYnfIPeggUAeOchOw2Q2hCRcTy19qQbJdp52WSKlxDRebRGIn2GLt/bxl+UiCGZ0x6RaLrEXipywgU4bFUYMBPeQX2t3YJ4Owp2kJOQj0Cy4pzEt31arzxw1wprlwmGGnB9aG8d4c32zT5797uHvzmATd1sgjXUOO8xtFMAoe/tsaIdkQHSDSAn5iWtc0DCJ87C1y7i8CyYkT1pL0KOp2Y3JpsssXKbdpUx+eySHzzAxTe3IG9OoPesoL8BtBdTcEvZpC8+hDmcwvwi0RRy40u2zEAs//xFpcXRhTRtdvAYG2KYk4Ae18sEJFcb7PaavXjdCClaVIsWZmDZySRvXrAhULJgH9pHcG5Fba/s0UO0xWq/xO14zbTLRk0i1cyUE2ipcNdZkWq9S7UehfpN+9SitBjiG04tDF69hTTxScymKQYJVeTISa4Phcz5giYK8F7epXzpDIDdANZQOny/8ve2z/Hced3fu9+nOmemZ5HYAbAEMAQIEiCFJ+WorRaaVcrede7640dO7av4ruqu6vcpVKp/HBVqVTlL0glqSSVSuXiusTJ+RyfnTjxXna93j1rvVrtSks9UaRIkRAIAsQDB8AMMI89Dz3Tj/nh3dOU4vVZOTFbutR2FYoSRYHAYPrbn4f3+/XmPHCi5wOIj9Gvb8ApGpBMYrHHGRlzf/iACecOFwuxWp8RddtHnGd9uA3zmxcgrC7j4W9nodVHiFdNmszdAP15Hfq7O3xwNU0k1uok9eaJ83EMhZWyOeKw3/EJWrQcpkGdykedQOI770E0h+g/V+H3VDEgvXUXxs1DOEkJsaYN0Q0wKhvwNAWC4yF+BBx+MY1Ya4z2OSPKZDh6Gtj9OlvmcVbBoGIgUCQ4RQOln3YjL2Vso4b+vI5YJ4hmpN2TPLB8WaCfc1mFlZci7PSnuv5/NgN7clfAw0BMJqKhuKBy/jOpcpS72xGRAY5L3ZaqPH6j374fCUaF4QhePhkBC+FQJqC++j7DWTf3kNzsIv8H77Ldc/3oqQyAWrAuMx6D9+4x+1DXeWPsMNRVftRgdiWA9tPT5IGtbaI/H+ecy3EhnaIwM35rF9M3KZCURwFDZRMajLf5eehb5E0b67BNFae5wvfyKYjZTBi/pkI0h5j9YYt4ID2OQJEee0a73Jb153UMVouQLAfdy9PwzixAubsdtUVw6LvzNIXSkLkSgoGF+jWFBIsW9UiJ2/uwDRnNiwasF8+h9dwsfx7HTQTzM0jdqEY4IW9phlqpgYXDL6Yh1dpMUxoFGBV1tmihRCJY2wSO25DNEeK3dtGfExCvmkjuDSFZLr2kU9yiTYiuAJcQTo7OhgltVrBsxOusxn2dG1S/zYrXeeYM042W01j+3V0IjofhYhrmlRnEb5FYO3EWTDA/wWAAaesQo2unkFirQ7b4/wiOx0r47qOQ1SVDf3eHs7rZIrlqho7Etglt4wjJBx0MfvVzCBQZw4IIx6C4dPLAdPI6kjUPyX0fw1kNR19ycPhiAe0VGaU3gdnXgyg3MvmgQ7P4/X12JiFs0jo3C2O9g1jXQ3rHQf1aEtPvDsnJb42x+F++j5nXGnQE3Np6Ijfqv3FbyJ/HJYgiPY/9AcmrYcCtlEmHNiGKAoUba/A0+u2iJO3pAuyXLlG/pagE1+0fUHCaT3HGNZWHfn0D3rPnAcflHC1sNYP5GQhd4oWD/Vq0nRxcnGN7oOsRC98rZckYm8pG1dokO9HfeIjg6ipy1w8gblU56xiOEAwGcE7PwSrGo9J+0jYCvGHUu49IwZjJI/bGGoKzFeJ1rsww4EKRodzfpwB0ECKFQg6/tL6LQBHhGbwJ07eOII39yOjbnxOp2r+8hHGFN2l/tYBgMMBwNh4a27lJzK35qD2fg11MovmrqwCA5PVtTP/FLtvFgU+pxfkKfF0l5//WFsQ7m5AfNSL9UvlPduCeKPDnKFNZ72mMOpO2DqODX9g7JJt+n5XJpErL3O0QLWO5kZNidO0Udn+tAPnmBoKzFbbJ84RcDhaSwFQ2ske5V1YYXlLt8IA7GsM9UUD9mTS6iwp6ZQmjywvMWlyej9J+vHwqWiBp9w4QDCzI5hjx+hDCYZNoHMeGFxM5x5vKRvjzUVGnli4M3Q1kkdtVx+XMTRFgvP0I5jMn0J+n8XyUEaEdExl99r82kdrn6jDWIXbH0+Xo0HaKBoLBgLigoRsJU528joPnmUwV6/Dg8DSSLlq/efGx4Pkj+shPdf0CaPgzLontG7HSrLxEXX8MKLQdCv5+4yrGeZXc9IQG/6gBd2ePcMPQSB3Mz8B//hL6y+nHs5TtPXgdarkmLUygqRRCNk149XD4uzzP+VW4bZwcnBOKBW7fh3xzA3YxSQ3VVJ7RZNutSPVPW1OCsxpFhpBIQKmbSN0mgyq+3aLAcZU4Ge/MAv2Htk2P4teegmjxaZxa5xxqYpUSPtyGc3qOS4ZwQ+kvlUmoCBHNwnAUtUquJiL9kEp5td6Hr4gQhzZUk4e46Aawyins/VYZ3toGjPUOSm+0IP3oJjIbA84XQ27+BOooWc7H6Z5TeTjPnIH5zAnq06aynE3mYgjmZyCPGCyh3N2Oqs2JQVzIsLLRGi6cpMQHheXAKqfgJESMczHUryW5XWxaKL5nA8vzPNQzqTBFKcet8nEbxnoHet9AaQAAIABJREFU0vouccz1I4wqOdjlDOSbGxjnYlD7vLEmGYnaa/d4QO4donk1j72vp9F/rhIlcwN4XJlPZZFab6P9jbNQ+h5hk90+hMUycdy39xFrjSFaDh+Qro9RJQe3lIFoWtDqI+z9ziLcuIDc9QPEuh6m3mrCNmT4Mq1HenWA/hk7GhXEav1oWaNWW7BePIf4rV3I5ohC1SoT0dMPgEASkHpEjhkA2EkB5kkBohug99RUFIz7qa7gF0jpn3kFDs3KfrvDWVN/EKUTuScKCM5WoL76PlLfugHZos5mQm0VZFIi3FKGglbXh3J3G0rfYwiDoZE1doq0ChIchnyTHtQ5gK/MRwlGkyHxeIX4Zv/CMj2Arh+F58rmmIftcMR29cFDBJrKgalGQaVUa9OOYxOl7FUPKLAMzeKiGzCoZH0X/vOXIGaZIJ7Y7SOQRZR+/334moKjZ7P8nGHlGCjcmCGT4vxnL9yaTuWhtIawK9NwDBWjsoHUjSq6J2WYJynKdTUR41IS8ut3oNRNNFclKKaDuVe7fH0Om1EkHA8C4msmQ3DZ4iYyXifksH1aCZXnYyS+Exo1Qo1WYq0OwbIheAHTqkP+18QfqN07wP6vliFuVRFrjck0Cw9K/d0dJA4ZNDv7/RrGeWJhRMentCBsKYPJzC8k9VrlFJllmgKpzM1ltxKDMFeCfn0DbhxI1jzoDZ+E0uV5Ipz7A+Teb2PutSGaqzKkkR+FtEyqquEiPaC56wfMODizgMbLC/A1hWy5Uha+LEYIot6ZLOK3diGZIxy/UISnyZh9vY/k3giD1SKcBP9s6kYV47yK/HfW0D2dwsKfCuFWU0TrUpZ2q3mijGTLg7c0g4OXc3DyOoaLaXiajFFegDTyI/Bha1WD2g+w8GddEnb7XoR2+vQ36y8qsJ95iXtHRNSEydyYLVLzZXKrFrguhNVl7PxtH1ae63wxm6WGS1GjJ6Vd5M0c324xU9G0ICyWo9mNaA4RDCyk1tsQEomImCosliHsHRJ0Nxwhtt2AXc7RnL1fY4soi/Q3frgNr5SN5lDy3CwEy4a2ccRB7EeqlUkgCC6ehpBIQN0+wrhSoGD09Bz2//45UhoSGtDp0WbTNNH/2lOw8xoSdX5f1rlZ4prrfc6uwkM1mMlzSwsir5W6ifitXWgbPNhmftJFoubQd3d9mzTWyjy8fBKL/+QBAkWMIsmCmfzjJYntRK+p9+x5jEvJCMJn5zX4ho7pd4dwTs+RCLtykrO1iTA4zPZMbJtRUEeQTmJUyUVfW6wToPvVszSzh6+ZXc7AW5qBq0kQnQDdy9MIJAFq0+Ic57jN1nGCMQr5W4LrQ9/pYrBapJ0rlNzk1pgAFczPwIsLNGSvt5F9v4VBxaBMpkLQoOj6WPh2A74ioH3OABSZCCMA+rs7/Pv0ONy4gJ1vJuhP1BRIlov6M2kodZNtbKcLOynCW5rBqGxECdsTMbCv0G0nre/CrkxjnJbQ/sbZMF2br3njqTjyN5o8SAH0l9OwplT4sghj10P7VAyx1hhqvY+FbzfgxUVuQjsuRBcYlMSIbAE8fjB/6usJDfEFQfhfBEE4EgTh7kd+LycIwg9CRNcPBEH4GyFmn4kDTJBC7ZI5YWtRVS1mM1FCkLxIpPOZ/6KPRM2N/qx3fEzfYrMHQeVmBgAPnTvrVPRvPAz9iXlGrM3k+cY6UUCsRovRpFT3DQ3uiQLMKzORWTuwmckYrG1CWF3m1/zhNnDMMNyJ1iwYWPy90BEgOB7sy0vRgHgCEFSaj6UHU++PQuxPWOKHhmql70WSCanZo6iy1oFnxCHf3OCSQaYWaXR5IQp3DfZrwFSWKJudKrdd24+dXOLeUaRPmlz+hWWSSvcOCQ48btMB0eyxwtRltJdVuHEg89O9KD16NB2D6PpIrbdDQ3eGr69OgGI0r5vKhulO9A76ho7684/ngBNtlV3m3Etq9qFf30B3UUFybwilT2+sc74S5Vz2rpaZZamrxBMVk1E2p3VuFoLjMrQ4fIhZ5RQSNR++ocEz4rCLSboZwi13lG40HCG51kD+O2vR5xOHNreqSzMEEGZETN+kRq72eR39eRIh7HIG2jGZdvk3GZ7iywKymzbsvAZX4yHSXiHupvfSGXRWNORvNJF9v0WETjNkt1W98Ocbg9ZwcXRFhNL3MM6rUPoept9qc+YYmukn0ES1SbP7ZB7Wn9chDV30559ACwlA8P1P9PEJrt8H8LX/x+/9pwB+GCK6fohPIIL/TBxgfjKGwUIyQs4EgwGFljaTfoL9WkRucHI6fYI5Hc7pOciL85DeuovexRLGKyX0rnJYOeGG+e021+RZooSRSQGbe5CGIVbY4o1sFWk8Fj7c5lPu7UekH2xV4b5w4WMBIsHZCp0AmRQO/8El5kQ6dmhhUgCFVIT+chrqrS3imENl9vBUnoBETWW1EA7wx6VwKBzKPKIQhs09uKUM+stpNL44B8kcYfCV83BPFELQokh7zmETomlh/PwqRmUj+jrFpon209M8aAcDbtnMET2aqkKAoeMR+5NIQK22+D0cMw3bWplGrNaPWq/BxTm2leHAfuJbVOomlLfX4S3NRNq0YCbP2eFxm3z/PAkM2NxDqurC+LtV9OdEas0AtubNPnpPTWH43AqymzakJmc9vqZQTV8xyFlLiEitt9mWJyUMZjgTdJJSdEj2n6tgXEpi/5slxFpjGOsdiJYTpXb7ho5RhQ6C7A+2GNumh8jrKX7tvq5CcH0M/7Mhql9OYlTU4SaoIbOTIuJN5kMmbu9DrffRrcTgHzWw+5sl5G8wqk4a8uCO14ekjXT5/Sr9cL523Mbxs3nk3mfcnpPXmd4eQgQGJQW5tQAHX5Rh5SX+vC2bf9/laSgt6tAEj4sbNy4gf6OJ0XQMrVWRmZi3jj79jRrgiQlZgyD4Cf6qR/qjKK6PIrr+2uszcYCJPVZTwmGTs6VEIqRCEBNjvXguShCSzRHXyhbxzkGnC6k8i9SNKtRbW0g+6IRoGN6gUnH68WHY6TLde64UhTRMWpfkgw69l4tlft6QehHYjLmaQP+8+hEN4+FVfCe0vmTSGD63wpndYMDB/esPaZ4OAYS+oaG7qEAckugZa40pY1gMD91uPxLGag03OmQEx4N+YEHtE72c+MHdKPjUNmS2zSB9QxryI0gnORA/N4vcj/cI7HvmTJSBKT9qINDj6H55iToyIExuYgXV/sbZ6Ot18joSu30kN7vQr3NWqN7aIrK7lI1kK/6FZVaT89MctINbMm9pJjJmB7IYLRAmV6xpRwcpAPRLEtqnFYhOGGYriwgUCfnbJlI3yPOPdTwuU5bKSP9oC7nrB4AiI/3KhzyMLRupG1XEb+2i/C+qkagUjgvFdDgbC9HVgSLh8LdO0T1g8DXprxJ1PVHSj/95CdaZEZrnFJTeHMIxVOTfrGPq9TpN5qUs2pdyEF3A/OYFGLs++qcyGKwWId/cgNIcsi0FUPwR5RnVlxQMZgV4SzNIb48xLiW5eAJQe96H/oBLpN48W87Smx5yawMMF9M4fqGIwxcLDLgNW8XEtgnR8SGPAtSfz8NOisit+Wwn80/CSvTJRKyhkLUwwWWFH//+J/grikEQHAJA+Ov03/Q/fCYOMKgKjLcfwTk9B7/d4TxIkTm36HSRuL3/mKAaDuKFD7cZPjs/Q22R7TD09HwuqqrsCsmrgsowECGTfpwfmaCa2S7nohmSf2EZG38/j9HlBSrubRvCXImC1nAjioun+We390IDto7WaQnBwGJS9oT8kE/SzrRTpUbN8bD39TRmv8dsw0ASKBuYtCmOj0CndWRUNqA2LaY6X15C/Zk0/6xHlb+YzUCttiDV2pAtzsX6z1XCtf8ISt2MZkRq03qsFzNkDJ9bYaIT2C7HOm70Y/DWNvg179eQ+zGJq6U/34Xg+Gzh8ow7w3GbX4flQNw7inIuPS00YYcHvJPn9lOudSDe2UR/tRCJgLV7B9i8PwNj16NVZybPwfSpPJI1D4PZANaUyoNR54xT3CMBpHe1jHGG389kfte5NhuJaSdaQD9vMMkpHPanXl1H8/P0OsqTTeTGETxNQa/Cfz+6koQ09pH88X2+3w6bEPYOYZ4UIMdcuAnAMRS4msgHZejB9TSFDx2ZMojuSRGBJMAqyAjOVuAacWTvmeieTmH3N0s4vhRH/k6A9EMf2/+Ir78vCzh+oQjbkLHw3YDvhekYUnsBknsjeDExosFOv7ofMsnGUbL6ZE6mH1iIdwL05wQ0LggIJDyRUA8A/2+G+I0JLiv8+B+fzBfw8euzcYB5Pqxzs1HkmLUyHa6fhxBkGe6JAoSEhuMXipQ06CrELGcWvq5GmYGCZSP1rRtR4Kuny49JrWd5gwsJHgpwbGj3aHkRVAWeEYdVjGPqFvG70tYhxJWTvIFCuUawX+NCwXaoZTpuw5eBeDPA6PICnPNsWZS726w2BhbbuGwWzYsG5l6jSj1VDT1rOT2kt7bhavR+SpZDDZIiIfXBMZS316H2A0oMnAC9pRT8doebQT2O44sq+qcySGybEBIarHKKs6jw84qmBbucgVWMI9a0eUMNLPhthofEt1sRGUFe5DB7QqtV6ibdDxMUNMicov6KAs+J4XoS/vrRSzbHCGSR+qrleXK1LGqYvPoRMndlpNbb3LwqEmLbDWjVHo6uiBBPDFB/moe8ZFJeMXx6EW4pg9rnJaTv95C6UQ3DYBSkX/kQ3tIMvx9FIurbCpc4jss2en4G+RtNDFaLxE/LIswrMxTuzo7QuKCTBHJ9m97bgzo9nC+dgdoFnIEKJxFg998JaPbXVWAqi+T1bYpyt1uw0wLGGRmzP2U8YPaeGVWjk0Nu4dsNzP1FA8HfacBcEOEd6miejaN9WkFubQAnIdLPqMsYZUT05wR0VjQG3G4cQX/QROOLc0jUPdQ+n4RoDtG6lMXBC0IUqWasd5Bfc2HnPFjFgCOKJ3H9f7uFrAuCMAMA4a9/Y9/72TjABG6ZMJUFlueh3TuI5hHC6jJj0qoH/OHmdOCtOwQRHjdJXN3ci1jzgqrCHw6pXn9jjYPkbCYa8vtHDShvr1OrFar+g3SS26MYX47D52Qc/1sc1ot3NhG1eCGyJ5ghzQGZFHI/JhE2XjURKCLUV99n22lorGbCBJ3CjTZaq9pjQ/Q7B1DqJpyigfZXluDFRbg7exH4UBzawHGTm7T3KclwkhJ8Gaj9vUsY/soVZgaO2ToIh2w3tNfucZ0e3nwTm5BWZ0WW2aBERUgkKL8IMUOJbZM0EMcl7/7Z82H8WA/jXAx7v7MIXxEpX1EkHg4h+gagN9E3tAhDMwmbPXo2S59hhVVlf15ntXl1FdM3+6g/n8dgIYnu6VQo3I0juQdkv5dA/gO+PexiEjioQ7++AflRA0t/1Mbe19MYr5TQfnoaXolgQD80XAOk5B58vQTf0Ph54wKpFbJI5M9aHVY5hdSr6xCGI5T/uYzspg1jvUP5xLlZYCoPa2Ua+oGFqfdHUA8VpB8AS3/oRz+j/qlMxAADAHkQcH41pUJ0Azz6Kqsi2SQCO77dgtDt4/jZPJTfy8Oa8SC4ApI1D9n7DqStQ+SuH0A7tqMWevEPdpCqMm7QLWWYIN71EGvamPtuDb6hQ+37mH4XcI1Y9CBRTRfGAxmC+zh/9FNdT3AG9tdcH0VxfRTR9dden4kDLLC5pRG6/TADUKYZ2XGj9e9E4KpWWxBkmUP5UJYwYUNpr93jEzn0VPa/9hRbwXSSFUvYhga2Tb3U+Qq6X15C+1IO6bstKH0P6fs9LP/uLkZ5ga3IXIkZlXOz8B48hLBYZgybTnS0XZnmBqqYhHprC+4LF+BfWKaRu1KIZk33/0GalZ054oEcJm0HisiEnw+OGeBbzkDIpImZXipHobZK3UT6lQ+hNVzM/KCG3hxTcub+dCdStPuGTla/oVKQq8chzJV4+BkqOisaxrkYZ4LhNg9TWSj395myc2EZg4tzUYsKAONKAdpr9yKssquJoWo9GbHDUutt+hDD1lEaurRLOR6m//A2zDPklw3LicguJDgexKGNwp0BUuttaA0X0sjHwQs6wyripHfYRYYL9790Gu1vnOX3dNiEagLdCtXs9Wco3VDqlGxMUsilUQBx7wiJ3T6m3mqG8gqJUpR8ioG34WhgIl8AuMFWmxbqXy7SfgYgtt3A8u/tY+o9xpv5S2UILiGOSmuIQBFx/EIRosuHRHJviMRuH+Mcq5FBxQgj61x4pSxSVQf9koSz/80hlv50AP3AgmI6XOQo3EbK5pizsZUSemWFFS9AfI7pQmkNcfiVEsSmifgRHxi2wTZeOGxinFVg7HoovhuGnTyB60ltIQVB+GMAbwI4LQhCVRCEfw/Afw7gK4IgPADwlfDf/5XXZ+IAg0Aiqt/uRJwvtmjNjw3MHUOFf9SIPJMTjcxEeySoCtu8ZAK9q2U+XW+shZKMLKO01MfaGKVuIvPOATJ3OwhkkeLLcKYyddsO06Blru9D65BnxOF9+QrV/aUs5Jsb0ZvcvrxE24YsQqv2oDSHcE8U4BlxaIcS3ASrieBshSk5M3mirQ+bbPtsh3x+x4VydxuiaUFa36We57gZJVP3VwuQRwGrBQCYymP7305gXEqid7WMWK3PSk5mVSSbbGcyGxZFmM+e5/fmuPCMOPx5pvxIzT6NwHkjEpUqTaKQA0mAXOtAr3KI/OiXkhgupnnAyiIGFQONlxcgmSNqnZbKZP+H7Z1byiB5fRvS1iEAYFTUmSY+S99ovGrSDL/lQ2u4KL2yj1ElJKYmEkhe30b2ex+ie3male+6DXkUoHBnCL3hI1br8zWcycOrHkB+1ED2wRh+u43eUgrd8zkyvWptjMoGhuVEiP+20PrSPIOMqybptotliKYFveE/nnkeURfYW0pFMMn+qQzal3I4fJEzxVTVwWBWQO3zSdJNam0sfm8M/WCE+tMSJMvFYLUYDer1hs+k9VyMIwdFxHAxjebni+gvp9E9nYI1pXKzGVqyzJNMRPcVEXYxiZnXGmi8vID+fByZu49beH9+GvGjMaQRD9mJhOPTXZ+wffwELWQQBP9uEAQzQRAoITD1fw6CoBkEwctBEJwKf/1XkpyBz8oBFpA24V9YhuC4bGUUNfIMCotl2iiqJgfriQT8/gDHnzMQ2A7DYo+P0f3qWZJRFZVonUyaA/wQJe0YKvErL1xg5ea4rFrCkA3f0GG9eA6dL8wjfmuXq/SNh7QgdXqwfu0apGafGzNVBW7fh5jNQMxmodb7UfBFZyUMD9k7DG9oFXo9QGbLg2S5JLFWyH+XyrOcXU2FG8fw6/2oVUhpDUPufTZqe+VRAF9XKRtRZMSaAo4vqkjdqLJV0sL1f5l4ovgrt6BWW3DjAgJFxOjaKWYANPsfe0gkH3TQuJqNKLHY3KOyfrcfeSkTa3VoRwGcpIRxjtmHybUGIXpD0iImEWz+Uhmja6eYsp5JQUgwZTxeH6L624uItR20n+ayqXM+g8w7BxS66oQEihZBi87pOdiXlxDruJzpFWRuHsGh+biU5Gvo+qEvVoZkuXBfuAA3LqA/J0bbunjVhF7lA7D+68vkyTdNEksSIkZlA6NKLkTnePA0OXrwSWMfdjkHce8IenUAZeAjte9CsoivUU1A8BB5WCWLc825nzhwDDUSxsarJkQ3wPDpxYge62oSYq0xsvdMGG/TbTDKCFD7nMumHo1hJwV4mgzR8akZCxdQ6fs9tC5lafrP62he5AIAAJpX808mFzLAL5T4P+sSZALkxDubofeRmiocN+G3Owh2qmwPw0EyFBnes+cx9Z5JqYWuw3/+EtK3jkiWUBVYUyr2f5WQQl+jnEIxbRz98gLGWdqW3J09vnHTSdqBwhs989M9zo80FWI2y5DcmTySP75PyKKqQFgsQ1hdRu9qmRu0HFtG/cDC1J9thl5IFUK3D1cTOcM4sNC4kKAlZ78WGnQt+IaOzE/30Hh54WPiXco8vCituncmy2pQEqA13Ch8Quj2kb/nIH/PiUSzVjkFodtH8kEHYmUe7gsX0PjiHIyHQ4yzREMHgwH87T347Q5nR6H3c/ovdimpUGRuLENrVGyjFpqyUxjlmcgjW0w26q8WkFzjDC1IJ6ld+9Jp9JYoFJ2kYXv5FLlVzR7m/vABYtsNZN89gmcwiLXxxTm2id1+xL13NZHzxXof6qvvQ62TORYMrMjkrrxyA6mtHoaLaQSDAcaVAqT1Xaj1PlKPxpj9YYttfUjPaJ8z0FtKYfqtNtK3eGC6Bom28SqBh374uivNIY39H2kZgVAUHBORvL4dJQsBQCCxzfMNnRjycoIC03ceUB+4WuB7cuSjs6zArkxzaeQGZPjX2mi8vIDc9QMU32gitdVDdtOGr4iY/sPb8BUR9atx+i0vLyD1aIzjzxmhjkyMMhNibQex1hj5G80nMwMDfgE0/FlX4LnhhpDUVUFVSVe1HQS2jf7XnuKfC0mpwcAK8/PI3cLyPDnvCFs020Fqq0fkrusCt+/zJtw6hNb0YNw8ROs3L0YQRc+IM7Xo4mkGqe4fcGamSLDPnwAUlRFVS2XAcTG4OIf9X6YkQK8OgM09yDc34CvUZgkJDZ6mREbo1I0qtHsH8DQZhTsDWAUZ1ovn4Bj00U1yGAs/2aeK/cIyek9NwdPkiAUldPvcSraG0A8s4ozDAXqgx6G9dg/dRQWdlQQky4H+4LENZVTJRUBE8yRnVgwlUSGorEqVFvMFAllklRfq44KBhaDTZdBF+Pc1LxqYeWuEva+JEByf5vdtk6jjlRLu/8McrCKrsvTdFuLvPGAls0S6htIcwrwyQweBItPK5XhI3N6H8dCib/NEgVyzWhuJbRO9EzF0z+dYsYaawO6Xl6LX2vnqVUjNHhK39zG6dgqx7Qax4sOQ5bV3CKvAisguJpF/sx6hdupfLmL/myWMpmPIf38TvqZAMR3I5iiS5TAlW4x8qc7pOVaFSQH2+ROIbTfQvpTD1M0hpt4fMUM05LkNihL5+Qr9srLl0x1QkPkeVUS+z8Kr9isLiHVDG5cRx7CcgFVguIiYzaB5ToWdDrD7awVo9w4gOD5SVTdyEwSyiO4KiDZ3qBObbPg/7fULoOHPugKw4jg+JoPLthlflUhAKs/CePtRlN4dXF2F327TyPqAg37BssPA1SaTuRMaxL0jKM0hRF2HVJyOsM7at9/BuFJA/kYTfn8AaWoKUrMPcWhjWE5gsECOmFSehfDhNiGJYRituHdElv2DJkpv9omSsXjIWi+ei27UQI8Tax22pX7ewN7vLKJ9iiV99nsfIv7KLcgWE2YAUPfW6ZKW8agBaeTD1SQkH3TQW0pFhzccF+NcjBYdxwWW5yP09sz/8QDyKECgSOg9NUU2vKZAu3cQJYBrDRejMn1+3tIMW27HjnRjVjkVBeMGmso/M5WnwTmfguj6yK0NuGXL21F7HSgSY74sF/EjEckHHdjlDEZlg/OwEBIZ26iRsd/3oN07IAm2QiijV8qitcpcSflRA3KtAz9vhDYgh5XSwOKI4biN1FYPvqHDMRSMMzLcnT34eQPxW7twSxl0vjBPhLWmwDuzAOMht6CuJmFUyXFD6gUovbKPeDOIlPGCw6F3oEhI/2gLgaZGaUTHnyPDX2kNYZ7UkNmwGGp7sQRzgZUig3JljPMqtv9OGVPvUWDa/PoytI0j0mLDbATB8dGtxCKEty8L6J0EenP8nP15HarpMmz3fAa9q2XM/UUDmQ1A5o+MM05FiII7Dl/MofiOj/v/aAHtcwbsvIbN/3j5Cd2rn60W8gmlXX66S5BlDuxXV+iXw8fXvta5WcTC/Eb5UQNBMkGV8qmTGJczRMXs1yJpg2do8Mo5vpk2EQUyOKfnoKoKYLnonckidcBlgABAHCpIgMJFb2I/mi7AWpmmMdwcInBsSM0e7TVvrEHIZhAc1CEVp6Ff34CQSGBUSj7G62zvcRkxlUdy32dsWDmB5JYKqZyGWO1gti5jXClwWD5goK1vO9CvD+Ccr6D+fB6pKkM/Aj2OUSWHWIubKaXJp7x4Zx3y4jz9hEmBtigvCGmx1ESp20dcbNyoRqwx4yYH6kiQz+XPT/N1PW6i99IZJDe7kB81MLg4h+6iAv2BRRFwJo301iFSW9PY+Y0c5n6swzZkRohdXkK8GUSRdL2npjAoGcibeUjNULnvUM/k5w1YUyr6cyJmzREGC0mGWXRZXQ5Wi9Beuwc5f4aVUzkD2dAg1droXS3DSYjI/XgPephiLmXSaF7KIgcGdGQeNRAMBjyQXR+OoWBYEFFaJ8o6fssi1cPQo2gzgIf4wRdllN6UYV1cRmbDwigjoHFBw8x1l4e24yL//U00v76M7D36VZMPwodRaGTX6iOoC0m0zxkY5QVk7zvcTJtjuEYMxkN2EvnbDnpLKex/KY7Mho/8nQD1Z33YaRnF92wcPhtHZstH7voBal+dQ6ypQ2u4EF0J7okChrMa8djNXujOYCt86n/lfKxxNYviOz4+NdIwCADv59gffoLrM1GBBS6ZX97aBs3ICnUzQiLcUL3zgOk/3Y8EE4TtjPz6nVDzxMNLGI4gmhbUaouzruEwbFFC1PD+AfDWHaTWmR8pZjNsmRSZrZxjUwoRmpHj262oZfH7A7avIa/JbzPSa8Lyd08UoDYZ3+Vv70WUA2E4gtZw0T5nILnWgD8/DfPKDOdPGg3ok42dc74CYbGM4XMrGOdVJOoexhkJg4tzaD/Nw3Q4q0GymLw8nI1DmprCuFLAwRfimHqrCS/GSDSAN/LkdUuuNT72uo8rBYwrBcoqFDnajgmZdLSWhyIjsVaH3vA5k8swe7L75SVu2b7V4uEVfm6lOYToAuOsErZdArJ/9G40X5OavShE1zXiSG31MP3uEIOKAaXPed94hdKPeH0I98oKXE2CeVJH+1QsOmQmVYl1bhbHz+YMw3tuAAAgAElEQVSh1vtof+MsCj/c5UMotM4E8zP0WJoj6DtdzH57B76uovXcbJTCNAksideHqP/6MvR3d1B+1YHoBKSZVlso/qiOuZ84aJ9WGF4SUjPy32d+w8RUHcgiv1fHhbS+C6UfQO37ULtUzbsag4vVu4+gVlsYlQ0cf86AdmzDiweIdTwk90Yo/zDA4h/sIF41ceKVLoz1Do5emgvj/lrw4iLkUYDhrAZzQULt88xwECwb0hhw4wJqz+fg6yrN3U8CKQ185iqwz8QBBoBi00yareJUFlaZw1+7Mg0hk6ZKPCQ1+EtlamI6PYjJBLwOQ1mPXyjSPNzpAY7LTU6YyO0f8Wks6jqThA7qUYgtAASdLvE5iQRnWYdNDuuHI87idqpR/NrELiSoCk3UF85ElYXU7IWiWW4RvTMLCAYDDEoK5yvbewgUCcbNQ9gvXaL59gQH5V4pG83yErf30T3J2ZLo8t+VAWkKqXWSCKyCjEFJhJDggXbiL/sIdqo0LU8ShSbYGZ2bSWY6JmEnRVYCmgSxMg+7nInyGOG4OL7Cg2JcKbASOqax2sungKk80j/agnuigM75DAJJ4INntghh7zDamvkKgXrC6jJG105FgL/EWh0ANX2jok5MkOmivczXTDbHGOdVdE+zZVVMB/IoQPYBI9t6V8tQmkOMMiK6iwoK/9tt2MUkjD96K3JtSFuHGFycQ+tSNmpfAeDolxfgGCqSe4Q+2uUMPCNOjHRRZxjH/DTit3bhxUVYU8xRoBPCx9x3azBPalyENPsRC+zg1xYxzpMILCQSGFycC8W1QOrVdRRutFG/xuSl5GYXcGwKbDWRD6msgqmb3OyKrs9KOaSk2HlW0oUbnAcGehyp9TZSrz+EnRQxmA3gf7GDXlmBXc5g7tUumk8BhTtDCI4H4+1Hkdn9U1+/OMD+6iXEPi4dAACt2kPQ6cLTeWjBceFVD9jCOAS0jS4vAFN5yIvzUFpDxDtheRsiUgKdb0z3RIGzokwa4+dXYZ8/QRlBOOQFKFegLmjA9jBcm9uVaWZPTheiqDbRHBJpk0mj98JJPsHfuxeJbgM9TtHicARp6xD25SVk/uBNBDN5DH/lCnxZjFrTiecxUGSyxKaI+rEr04g3+UbI/JSzndSNKtrnDHhGHOOsAjspYOrmEG4pQ0b/0I58jmq9Hz11A9vBqJJD42o2Ck4t/GQ/MnH7hgbl7XU4OR3CITe/s3/MdJ7eiRi6iwrUOnVWwofbEd7YMVSMMiISu334F5a5DJktErnTYQs1SfTR7h0gXjUjzr8/Pw3/qAH93R2YJ9mCzn57BwCrtN4cbTR8bUTE2g4Ex6coNrTxmCeBRN2D9eI5KG+vQ8qkIQ7t8EGkQbY8bubmZ6LqaFjklrE/T6RObLsBaX03qsY4fI9BSGhIvf4QxnqHywbboQ0qn4xEtzhuIrbdgGvEkNp3EWva8M4swHzmBLRqD9q9A+TWLATzM7DKKRQ+GEXOke5Xz0ZSCa0+grkgwY0LGGVo3B6vlNC+lEN/nq9d86IBJ09stWfE4eR09F44idSjMQI5gPfe4+RtqdlD/gPw3gnDarLvPikaRfDJPn5O12fiAIPrsc2ZyjISbeMhxKYJvz+AYtoYLtI2Yr90iZuz0OOmmDbnPJ0u7TC7fRIHjpsIbCein0rNPskDjgv11fchOBQ+CqrCp+ti+TGRYX4G4nQhYlopLQZGeNUDzjYmgbqJBAI9ThN6To/iySYp3L4iRphrtdqBNDWF1qUsUrdr8HTmMLafJrVBP7AoY3DcUA8kQr65gdSjMURziPFKiW/ec7MwHlqQtg7RL0noVQKIrk8efbhxDPQ4QzMO6lDvPgpb4QG0jSNMv7qPwk/2Id7Z5LIkDKbwNAViNsPglI8o9AcVA7EuMTqjskFv49kKA3QvLCNeNZHdtOEaFGLKjzhct87NQjFtWMV4mOLjwqsfkZUWtv6DBdIrvKUZIpabNjpfmIevqxhXCii90YLe8CGNfIyzCiuet+7CWO+QhCqLKL7rIfmgQ7P/2QorQNeni8BxSaVwfcbHWQ4Ey8biH1cxXEwj1vEe/7ym8lCbFkNsyznEthsYVwoQVAWNq1n6Vk/PRUG5ABBrjSkTucj3wzgtobXKyLbUehvCYRPmMyeiv9dXaC9S6ibGz68itdVj4GxRgji0MfvDFvI3mij9+S4cQ0XvBDlgqa0eGi8vwI0L8BUR+k43ChhJvbqOxlNxTL8L5Nc8TP/FLqvXSgHNXx5h55sSWqsJjCo59FcLT+BGDYDA/2QfP6frM3GABb73OP8RgFScjgzTvswfmvz6nSizD50eDr7ODY24VYVzvgLR9SHuHcG4eciWbzCAcn8/8o5NZAFiMkGVe9Mkwno+JHY41EUFisR/1lRSEIYj/pmLp0O2VRNBp0sm/8ZD/h6owp+Yjn1NQXy7FR1mTpFUhPx31hB0ulBeuUHg3sAnz94cQblP5blkkmmP5XmKIw0dkuUitlHDoKSwxXRszLzWQPZDAusC24n8ib6msCW8vETCatOEkEigd7HEVCGQuuGdWeChOUWUtfnMCdiXlyKjfCCLEJ0AiW0T6VtHERRRNC2kf0TGma8pUJvMSZxYZIKZPETHh1WMw0mI2PkGk4W8Z8/DW5rB9t8u8SZ//SHEoU1Ofrhw0Q9YsQqOH+VFalWG2yZ2+1FU3ORKbJtRZoLU7CHYqaL+fJ6Ve/0IwnBE72x4aE5GELHWGInb+xjMqKx6w/+uVjvMS9DjTLXOG7DTAsmn20c4+HoJjQsJxOtDWMU4EtsmibPNIZpPAV5cQG8pBbuYRP+5SlQB+4aGxLYJNy5EyKPu6RTUaodLi0OSgp2cjs4XODfN3mPOp2vE4MaB7jMjDEoK9XEWfb/NX13F3J/uMOS2LME6NwvXiKF3Iobk2xoSjyRWnNutyOf76W5UcIj/ST5+Ttdn4gATZAXe8TEPhT5hhhNUjmQ5jLVS1ccRao6NwgcjKH0P/S+dpv/NHDHUY2BFLV8wGDxWzocJQQCH1H7eoOl7q8rKwGb7JtXCf97cY+JPCBgUt6pUpScSkUNATCaAzT1mNN7aopI7pzNJ3HFh50mHECct5vwMAEBaXUGgyEhe3378ImRSkIbUKPXndXTOZwgvrBiQ1nfpUXSJ05n49+IdH8Y68UOC49HcXWvDy7M1Eiw7DBZh2zixmkjmiAPmFhcjh18pQekzV9M8SULGhF4guD66l6ej5YjguLDPn6AlZo8IbdkcRS1w61IW1pTKm/vQxtKfDj6GNq784wcYl3iDA4iyLMdZhQjuTApK3UQwoNYtUKTHtFk9DqVuIv9mHZLlYFxKMpNyJs+2ca6E6bf483NfuEC/Y90kM67Z44A9HK4HgwHS93vUDcoipFobwnCEzvkMdn6jgOov6RDNIeb+6T14mkzvbAKYes9EbykFL0YarlVOob+cRuJAgOCC0g5FhGqyAhRNKyLC5t5vo/rrZZgnNWTfPaItagLZdEjpSP9oi7h0y+HyShEpZn0/jmFRgF2ZRu9MForpIPd/3kbtVxaw+bd02AYwzshoPBVH6tEY/WcsjPMBpm7T6TCJofvU1y9mYH/1ClwH4oUz8I8a5OEDrHTWNiFuVSFbHoREggidqSxL/nofiulANVlZCcNROL9p8xCsHsAfDmnAVpXHUMP5mcgQLOo6uWCn50iYcFy2YIMBhMUyZ2SqAteIYfgch/buiQK3h0cNtL9xFmI2A+vcLFvPJokUOG7DN3TEt1uQLY+htXOzIX6F+GPf0GgNSiejaDOlNYR6awuZn+7BTgpY/w+ySK41UP/t1cg6I25VESgyek9NwY0LGJeStEPtHSH1wTHGKyWYJ3W2NsdNWCvTOPhGGXp1EKZ/y8Bxm9WWxtdl9ntVzoW+9hRyP97D4VdKtPG4AZycjvTdFrxSFl4+CS+fwjirQN/pYvj0IgJZRO35HP+bEYfx0EJqq8dhfr0PaesQyv19KHUTVpG+S7VpQXSoV/MNHf3VAo6uEJ8caGqExZ6IeP076wy3OEU1v13OYLCQjDDbgmVDqZvY+VslUmrPVqDefUR+GLhI8Q0eSE7RQPerZ9F76UyE8JlExFnnZpH93ocAgJO/X+Vi5/ISBjNqtNQQLQe+zNSfcV7F7jcF2EmmPwUywvRsHtheqLoXHDdKgCr/iypSj8boXp7GsCBiVMnRSqXI0O4doPvlJVavOR2YymOckdG8mofzBRPxZgBPl8MUc7bxU++ZyH0gQBqT8Nq9aKN9KobF3xOw8F2L+kWX+rUnc7P+4gD7K5cgiFGr4+5QO+X3BwhcF35/AF8RecgMBuS1O9RFKXWW2ZjKwqsewDk9x+QgVYW4chJSJs2DI89UakFVovkQAK7o9w/Qn+eB5huPMyADWSQQMZ2E0mTqtpBIUGQaasTcuMBwihpnI72rZSrTZ/LcRjkuYtuUF9iVaXiajPbT04w3sxwcPxuy3A+5dp+0uVBktC55iLWkKLFaa/C/25eXOCeLC8h+70Mops353lQWgaYitt1A7voBBkUJQiKBeNXEzGsNdE+nWGWEGZCuJkGqUe82uYybXHgU7gwxLCcQe2MN6jbtPBMUs1RrI7nZhWfEIboBXCOOwp0hap9PQq51oFZbtA/NFimYncpGKvPEtkkKRegUELeqRCObLqZvUrjrGnEIi2Wy6R8woFZaXYm+Rn+er59+YKF16TGCO9BUzH+/i/68ju7pFP/ODNlokjmKEsPJ8Q8gjfyICiKFQtBYrY9gfgYn/rLPdnu2iMNn2bJmNh1ktnwcP5tHcm+E7gowKEpY+C5j41I3qkjUWK1qDZctqBzajPIp+DJbUYBki+TeEPkPR5x3jgL4Bm1O0vhx+1X/Mre/hZ/s48R/JcKNC8yEDH/+k2vqW2tI7vuQLQ+lH8rongK2fkvGaDqGQcWA6Aa03X3q68mZuZ/U9Zk4wALfD+0rNqSpKXhnFiCunISo86kX326F0DlGc03etKNKjqpnmcG4yv19LgCmCzzoEgnOQvYOGZs2lYeYTMC+TAuKcncbwufOIXO3Q1LFYZPt00oJwt4hlLvb8Iw4BMsOtUuUXYxXShGYcFQO+VO6isQP7nI7adnwl8pRYnbQ6TJP0pCRfb8F7d4BRmUDubUBGk/F0XvhJKtDTX0cQCoFmLrlYpyRkd5xEH/lVjSbsYpxZL/3IUbXTnGDV2T14+tqRM0o/skaqyYjzr/r+gFnVOFGV3/QjFryiUl78v/KNzeQfNBh6Gs6CanZY7UWF+GVsqFnUIx+LuZJDXqdHHovn0LmnQP4GpOom1fzTNMxNLhG2JpOZoxLZerzbm0RbHibdheh24d5ZQYHv1RgHNhBHUE6GVEgYrU+Of59egG9fBL+nXX0llLoz4nRASIMR/Qkaozo8zQF/ZKExgUJnWUlRGD3SAupj+DkdQwqBuRaB9kfbEHo9pHZ8tFZIV1klBEwmBWg1E0s/VEbw1kB+oMmenNylJLty4BseVBaQ2Zonp6Da8QwzkhRsEbn2ix8ma6FcZrgSrFJTE/qdi2KDkxVXUpdSjyEp2/2cfS0jtZqAoWf8LUalvmwj3U8+IqIWMfD6f92F/EjOdLyDQsiDr/4OOvyX/9GBeD7n+zj53R9Jg4wCIhmO97xMYQba1GVJJVn+QbVlGjI75yeAwAor9wIA2yH6F0scRakPpZiBOkk3BcuwL68RBnEcATMFqHWSUsVMmmIe0esgN66E4VZ+IoYzavEO5vwDY1m8kw6oqf2llIfS/uRax2I2QyzGzUVg4Uk+vM8LKCwrRmnJXTP52BXpqFtHEEyRyj9D+8whXlphsjmsM07849JHDXWOwxMXTkJABjnVR4us8UwjdnDYEaFXOsQVXPcZu7g+Qrb71oHvixQUlJrc9vb6WF4Kg/n9Bwe/sNFxDZqkcfPKrICmuRnCkPmGErNHlKvP4TU7HHmF/LCPCOO3PttZO52Isb8ZHmR+uAYmY0BpLHP9lAROfQfsiKqfSG8qWaL6J3Jws8btMXkDSQ3u5j9fo3iWoXatN5FJiWJTZOp4yUpNF6LkBfn6UtMA64m8usLo+cAoH0pB8dQkN20ET9ilsFkq+gYRFbLr98JW23SJ+zKNI6vCFC7wLiURLwTYPF/rwGKHPkOR5UcepUAtWsqGlezUAbcmgIgk8xipJ2dZMVU+ypnmbI5wtGVJBK1cK6ryFBNF3Y5B7VpwcpLEN0AtS8w+9HXmKUw90/vwY0L8PIpWMU4VNNF7T+8hvZp2qlEN4g20tVf0iE6Aazpx9Xap75+UYH91UsQpVCsJ0OeCzdlfc6hgk6X3r9wngHHjuLOpFMnkfjOe5xbScLjVOyBFaYE8QkmWS59hkAUnwbHZshHu83lwfOXKJc4swCrINNrGCr1pVqb7Weni2Amj8PnZGR+SsR0/B0OpYOBFSraSTBIvf6Q2OKJUFaRkL1nMibs/j7N4rKI7m9f5dN66xCyOQ6lCE2y/22u4CfJP8JwhNTtGud93X60BMi+exRpn4KZPDrLClEqs0Vy8i2PG9M2vYVCQqMw9u42Tv5POxhcnMPx5wwMT+XhxUQEO1UKicOWVn/Azatzeo6vgR6Hl09FgSitS1kIrk/CQpPZlt3TKThFg5x8ScDON+gDFU0L1rlZjCsFzP5lI6oIjZuHHCOEDHrRHAKdHnpPTUVOicQ2Q2ytc7PQNo5gp4HemSyGs3HY5Ry0pgfnlAXVpGYwGFgRQgcAGfK1PtI7TijKTUapS64Rg1iZ57Bf40xMqZtI7AlQuwHGGRnJvSE32gCsgoiFP+uivawikANkN+gRjTVtClWP23yo1Nron8qgcIcLpPZ5H/VrInxdRXrHgZOUOMwHIP3oJpS723CNGPK3TcSrJjKbDnonmNqFzT0ImTSmb/aJZHIC+IqIzKYDweMCYZyRQ5SOi/gRMCgRb/1kruAzt4X8THghA88jUjpcZ08ICU5Oh3JMdhSmsqwewsRudHqA7UBcOYn683kU32hSUX3AG1+cLiDo9DB4agrJf/kBN8BnwlZpp/oYKX3xNLzb96ECGIRspliOFR6msggO6mEwiEI+mK5i+XeJmxEVmYhq06Z8AKAg9MoK5J0qvLiI42fzSFUNSkCmSKfw56cRLM1AXN9FzhzCqx4QuKgpEPU4vP0DONdOIV6VMSoblF187hyCfDIKdZCGLiPV6rzRleMmcU3VA2TKl9nuGXHIXVqVgmw2oiYAQDAYYPjcCmTLw/FFBVO3HdSvKVj8FmPV9AdNtszhcgKZNJT7++i9dAaJ3T7qz6SR3dRCUOIA+79cQPqhi1SzB/OZEzAeMr076HShKiqMmyHaWcvTb6nI/PoeNbjI6PQ4wwwrJrx1B/LcLJKbXW5+gYjaYZ1OoVeeQ/lH/SiswsnrSK41MPXn0xjMAMlnz0MMiSUAkH3XwqiSQ+tSFs2ngKVWkg+NhAYvT0mD4Lgwr8zg8PMiZt6k62Hmj7g99nWV80/bweFvncLcd6oIBhYKmgK9EccoIyDWUWn1OpVHomnSaJ7XkbpdQ+faLEQ3wNxrQK/MiijWGkPaIk13XCkAlQJql+JwEsDiP3mE3gsnozZQdAO4V1aiYFzV5MN57+tp5Nc8ZDYdiJaD9N0WDn6pAMR8JGseRhkSQ8p/soMoQfZf+0YFgp+jxuuTXJ+JCgxCGBR7UI98hcFgAOXuNuzzJ+AaMYzKBuPb250wRHbA6mk4QuHOgGberUP0XjoD98oKehdLCGbySL26HpEs5Ee8eYW5EreVw2EE8wsUmWC5+hH0ncc6IkzlCVpMJOAUDZIzJ5o1x4WwWIZVjENsmmwDnzmDo6d1DL5yHr4sYOrPNuFqIqCocIoGhotptkF3NiEkEqycVpejytIpGhA+d45QP1nkkF6WUftCGrXPc2Gg3TuIpAeiFR6us0XO+LJZxFpjzlWGdogkCuUJYaCub+jofvUs9OsbePRyDMn9AIOSDHnAkNlgfoaWIhD0BwB2OUf21AfHAIDSGy30ygqsgoz6tSSMXY+6LIBCTsfjTOzMQsg2S0E/sDAoyVT0d7lBbLy8AF9TMHx6EZLlQFrfBQCMv/E0bUEh80ro9snjH1jI3O0gf9tEZyWBwxdzGJeI8+5enkb23SNkf7BFw/VxG/3VAiucTg9OUoI8CuAlKGINZvIwr8yEqBtqxJKbXSQOBIwyIkZFbqldIw7zJIXEk/GFW8qQijLLij63ZjGzwND4/illIynKYLWI9N0WfFlAc1VCIIF+1tCKNM7FIFkueidimPtuDYvfol82udmFYyg4vqggfmsXnRWNP9vbNfgKv770Qx+pD44xKMnons9h5zcKkEYByn8uoVeWkKo6kCwnykv91NcvlPg/+xJUBX5/ECXjiNkMhs+twFfo2VObFiPth0P47TbJrKpKUanjUeuVCF35lhMyl6iiFyvzEBbLzHRc32ULpqr0RIZXsF9jMMivXOH8J5uFf9SITMHWuVl0VrRI3Q+HXH2h2yegUI9DrnWgvL2O7H0HqRtVpO+2YJ8/Adny4c9PQ3R9DEpylNLjtztwDAWBIsE7swCvRKvPsMyDzSqn2IYUp5Fbt6F2uYq3zs2yzfSCSKjp5LhBndxg/dUCxiVGu2EqG6U5BXqcdpytHvylMpb+WR12UoDoAif+rxpS6+0ozBVTebaLpWwUoOs9eAjB8XDwcg5Tr9eRe7+N0k+7SP7LD/j5BxbgUKgp7JF2EWgq8djNPhnvWYU3eKWA/Pc3GcibkTAq6hhdO8Vk7gdNmCd1jMoGSbzpJG1XTy+SutrsofDDXUzdHCJ+a5fk2j6JsJMtMBxmQ2rHNnovnIQ08jEsiBDHImGFlg3j5iGtY8MR5S26CnkQIFFz4SsCWl+ax2g6BmXgE8T41l2o/YBYnhcuwJdZHY3zKhoXJHLg5Me3lTWl4vgiU6+ksY/pmw7y9/j3bv1dzmMnIMNY14OXT+LD/ygD14jBKqcizHYwk0dubQBfFtF6bhai40eGbi+fhC8Dyb0hAhkY5QUcvCBA6bP1HRV1zk2fxPVv4gxMEIQdQRA+EAThfUEQboS/lxME4QeCIDwIf82Gvy8IgvDfCYKwKQjCHUEQrvyNn19WIq59oMjwjo8BRYb+oEn07t4RxK0qYm+sMVzj2fMQV04iOFvh1u72fW57dvYg3tmM2gbf4BMUHaq0peL0Y35+IgEhocHdP+DnstkGJq9vRxhl68VzoUG7D6sgQ2t6kcjSvrxEgaoeR/ydB+ivFtC5Nova37sEfadLK1NOD9fpAnD7PuRHDUy/ug9PUyJyrL7TRfOiwVX/VhWFn+wTkgiQ8BkSTntlBZkNzrPit3YBhWJRtcpYNOX+Pq1P9/chDm2kbtfIeF8tMtrMiDM49rhJGUGzFw7IZZTeaPEmCu1M4tCm365okAmmkXA7XExDWl2B4PoovcllgNgkSsZ55gwkk7MWp2gwd3Eqj+GsxtbvuMkU6eYQxs1DDMsJJhdNZeEbWiSy1e4d0B6mqdAaLg6fI2Tx+FmmFyVu78MuJkluTScxzqsEC+Y1+IqAwcU59JfTNNHPz2BwcQ6uRvO8/qCJwXyA2dcDOIZCUW45B3G6QExN2F4X32gi1hpDtvwIWy06ARpPxfHoP7lGlpzMwyn77hGSm12M0xIKdzwaug+bsPMa4rd2MSyIkEesuHpzMmKtMeK3dmGtTKNwJ0D7Ui7yxCbXGhjnYjj733f+7/bONbbN87rjv4d8X95JkSJFWhdfZFuuL4njOnZsJ02TJr1kxZAUXRqsHbaiTVFgW4EOGDC02LBh37Yv674MRVOsaAcU3dB1Q7NmaJvl0qbt3MRN7FhSbEvWXaJuvIri7SX57MN5SSttEtuNbIkY/wAh8uUr8lAiH57nnP/5/3GWaq2hd+9KlewdYRqG6I35k1XZ8tY1wUsZSgmPqIV4DXp/USUwr/EsO1g9UadhQOrINUOQdwWt27oL+QGt9TGt9Qn79peA57TWQ8Bz9m2A3wGG7Mvnga9e74F1zSJ/vBdnIk7hcEyUUqdmZAu3kpFaTNXCOnUQXRVH7qaKJxcut2RrmsRUZdXwvDYtWUQ4SCOTacnmNJZX5bHsgnThidM29yvSMsRl/y60z4NvLNX60Hf/ZEYMLYaiKJcpw8O2O4+uSsYVfnmB2OtFGlcmKJ7cA4jYnGepKONRdkG/aYTR2DdAYSiMq6BZ+GAM5fdTOhAX70lTWONNieiesynSh70yY2kPq9dCHslAi2XW7t+LFfWJSmmt0Spg+0eXRDF2MdvK9MphhzQwQl4aXpPkg932h8Lu3M0kMWZXMZfy0llbyhO6lBU994Ulid1wyCJ/RAxl3VcW5fiuOEZehpOnH99B8PlL4nju9+NbKKNNJ8sP9ctMqNek4TUpJ4S+4JvKyfTEYgY1k8R7ZZnBby9KU2TOIvjShIwCTa4SPSfyPP7JvHDVDEVgLEtuj0nw4goNQ7iFRqmOmbdI3yvdbP+MEE9LMUPEDn2GTYkRnl3da4jabsglW3/EKbzucRC7WCY6WqNxZQJ/sopvoYyVCDHxRET8AOqawJhQcgAK9w5S6YY7PzGKqmu6piyyB/zQExF11ZrGXG+QOpPAUbKoj03gqImWWt0r9eDmFr6YkMXLyFdwvXaV1JkElt9B5lg3wXNzBMZz1Lxi2RcZEQWT8LBB5JVloiNWS5DxXaMdM7C3wWPAt+zr3wI+tuH4v2jBWSDcNKt8W2gIvjRBbWesleoqw2jVuRyRsNAgLMlaGhnxSVx8Xze5J06wdmeP2K35/dT39V7jX03NyfZlcJcU4u1icHNOEiD88kKrG1kfmxA111S+VQPSplMMR6IhuHAZ/+iSSOf075Cs7mpSOpRVS+Ycl/I4E3H8o0vSLR2fQVn11kJUm5qhlBA+lKNkEbywKIvDagNdtcQF3CXqD8qqyc+TIpAAABBnSURBVLfu1Bz1kIf42Qw1r7C3CQflNYe7qAzG8E8LJaDrx8IkX7t/L1y4LHOGhwZtKoRQB4oJRf3gbpHyCbnxrjaEX3YgTj3kYfqPj8jrNQ26JitkTsaFI2c6SX7qCA2fq2V665nLY72nX2pZPlfL0syV0xT3WCINfmiQ7H27cE0u40yt0fOSZBb5vV4cJQv/hXkCv5gUrtnB3SIjc3A3+eO91KMB5j8SoxI2Wnpvq+/vZ/ox0ZVXSZHONvNCRwjO10QxdSnP2okB2aL97LwoSOTL7PjmeSIjefEUyJdFkmh3QIatj/TRMB30/jRnD3eLXLaroGWLbDoIjK6iDu+nYTpa2vg7n6vYihLGmzKdtX4D/8K1D7NnqUj4yrow9Pd3Eby4gjtVxVVoUA95yH/qNEDLiSh7Tx+VAzuoeZ30PZem5nUy/1ea+c8cIfq/S4SHsxT6Haw+vFsyNFOxfDxAccBPYbDG+vsLFA7H8I2l3uTA/ttDo+v1G7rcLtzoAqaBHyulfqWU+rx9LKG1TgLYP5uU7n5gdsPvztnH3gSl1OeVUueUUucsKlIjKlbF0KIninOgT8T9XC4p3IPI/Po8YtCxJEoI3tUawYsrrRlIzr4u26r1dRzxmDhJT4pJRyOTbRly6N6oiPOZhkhXJ+KUHruH6kC36L83X7jpbPkJOiLC/HYuZmSc6Oh+u77kkkKzLWsNtHwoHfGYZAKL8hqKHz+F5XcIozrkEc15U5ymlV+UNeo7IvJhjgZFzaB/h7iPJ1MExrK4Fwus3dlD/rh0rxqmA8fMsog79kSZfixG6Jez4r40l2bl7pCoTkQDaK+LgRcKOPNlPK9Ns3JM7LiMfBnvyALGYpadP86RPiYxOEs1Cv0O+WKIetnxszTOfPnabGSuIKqi56RmtX44QequEK6CJv5zo1XYrwZUiyhbHuwGq0ZwtkLqRJT8qZ0yx2o6W1y2UsJDMSZvz8B8A99CmUbIS31HhPCVdXb/+6I0MPyi0OqwaRyBsSyuyWXq0QBr/QYsLOEc2kspZpB8MIZ16qBkfqZClaotmRmj1MCVKuFKlUSC2mvivbJMebCb0ESJ2vEDMoT93jiOVF6cs0Mein2elolG74siNGiFXJIJjVcJzlkslYIiEb0vKJy1xSyhV5MsfSCBFTLJ7hNBwppH4R0RU1tPtkHw6hpGvoLvlSnSxyLUPQ4C3w1R8yDOTANBdn59hOBsBaOs8S6ViYxXyRwwMLvLMOWn0uWE7FprvOldoY3ldO7TWh9Htod/qpR6/zuc+1asud94RVrrp7TWJ7TWJ0zcrbES5fdTjwZkS3l2WBaA+AYpkOwa1UHpKpn5Kt6RBciuyYhJJgunj7YMXnU2Jz6Sg7uk+3Z0P/QlpB7U3GZNzpB+QBjn7lQVZ8nCP12QjMPrEt9C05AuaU+kVRBvEktVUZRjPS+P2Xr+FrX5BWr3H4VwUNQwBuOUDsTlAzaeI/LsVVxzaZyXpmnsiosRiFWXOcW+hHRdE0JqdeRLkF0TFQarSnlAdKFUXVMNCJsboHhyD46A6JslflVl7ok9MqWQzRE/a6t8XJoWKSLbUbp6x076vna+pfAgahxGqxa3eF8XyqrTc6GK82oSZ7HG8umINA5AGhymZB3JB2MiuGgq4j+aJjBTFDHDGal3+Rdt9n3Ih+e1aXTVohoyiD49KjVCG82tt38yj2+1QX6vT+zH+jyyYL0xifPSNJmTccoDISqDMaG0FEXuuzAUJv3ALqkp1qQOx0qKwEyZYp9m8lGXSBVdWJSZS6RragWcOK7Osb47IAa5aTEe8bw81rInM9OikFHfERF1jHwZZ6UhGWK3G206CYznSN7rotLtZn2HuD/xN1EabmSm1GfQCPmoDnQTGauwcpeJb0nLKFBZy6yt6aAacJB7T1D4Xz1CTE2ecZDf7aD3rNQazbxFPZvDNTyLOyPcNjNfJXy1Tj0p/6PgbIWFTw4Rmii9w0f2JtCOcjpa6wX75zLwn8A9wFJza2j/bCqmzQE7N/z6ALDwjk+gRHRP2ZI2zlRBjDxOHKYREnWE0oE41ZDB9OeGqPsMCvcOYsyuikR0T0SyAZdJpdstNmhN+gAIZwwxa2BhSdrXiYDUku56D+HhrK3hnpYF48JlIbqOjguHLJujcXS/KBdMzbXqTnWv1E/0egldle2S6t+B9eETuIZnZQ4vVcA1lxaFgatzUtPoiQgR1O9n5e6QdP2SKWn1d4t8TilmsHpUtrzFk3ukSL9vQAq+w7P45tZxFeSN4r2yjFGqC/2hqbhRF59F+hJihLpLGhhNxQXvUpmG6aD04BEqUZfU03b1kjqTYOXjh2ksr9L/vSlxEbJ5bs6SRW6IVq3MCrnIH+/FN5XDt9rAN7eO/9lhSkf6UOdGibyyjAp3EfjJZdHsGh0XuzeXifJ78S6Vmf/MEcpheyjdcOB9cUQ4dfkiqq4JD2cphx2yGBZFZqg5UuZKSe3N6hZvz8pgTLKQ82mZEBgtiQy230857iYwA90XFdmPHWXhowOSjUVlmD740gT1g7sxC9IJzBzrJngpQ+rRw/inCyJxXpSstfnlMvVx+WKNv1IUzt/dMny++79yJO81CM5WKMfdGPkygXmZo6x5Re3XURPG/q5n0teaAjEHzqtJ3IsFus9n8CeruDMWqRNRKmFF1xj4lrSMR5kOlk/64PRRkp8YYvZhWWSd+TKB8RzxV8C3oKiGDMLjQqV4t9CAbugbutwIlFKPKKUu2w2/L13/N34T113AlFJ+pVSweR34MDAMPA182j7t08D37etPA39kdyNPA7nmVvNtn8PlkuwIWuM82ft24UwVZLg3V8AzmaYUdbLrGVkMfM+8SiOTxXH04DXZ5KolztKFdbvw39SuF5E92XL40fOLrY5T0yHayFfI3iNTAI5IpBWXPjQIpnyjNl2qVbiL+tyCrVslxhC14wcIjK6ivS5xJ/J7ZWthL57OfBnrjkEh61o1oQ4c2EFkrIKy6q1hdUetIYteoYGroNFel3QjeyKydQ15aWQyOFNr+BbE1Vn7PEIjmUmiwl3UvA7WBqX7mTnWLWRJr4k2DWmCrDdYPBNg7rNVYYLvFUkbNZMkMpKna7JC4+h+edylAnWvIeYh+RKBWSVZj2m0vAFYyRC6JKxz5ffjHRFibnFIZIeazuaOA3vxjaVoREOk7+3DmS/jymlyQ5DbY0p2cnQ/2nRSOhDHla+16BqhV8VJXM0kKQyFiZxPi2lvVwBnySJ/aiepQ7Y09IDw9fJ7vTTsofzgxRVqfkX6Ti1D+AZUQ1IoXz4tmbWxmMUzmZYv0ImizEiuiiySqjXI3iM8MCvgpO41iL9qoZ2qRb41yrSy6cuf/Sorx4RXZkV9BK+uYQUUgdFViif3sHrUT/BSRtzUD0aoBoT2oHujspj7XNS8TmYfdrPycIXYxTJdUxaugsaK+qiEDXrOlyklPHiyDXwLqpWVzn2km8j5NL0vpvFPSiOj6SXwrqA3T9BQKeUE/gnZ1R0GPqmUOnyzId1IBpYAfqaUugC8DDyjtf4h8HfAh5RSY8CH7NsA/w1MAOPA14E/ue4zNDSVbndLnK5+cDddL1yV+TB75q46EKaYUFhRn5iADu4SeR1kCFkVyzjiMYLn5mQr1b9DOou227VnLg8LS9SXlnHEY8w/KooHTafkWsgtzwnSuSysy2M0beCn5I1ITwSdzYkwYroo26jsmihj2LQC+hJCBwl53uyxaHcWy4Pd4i40uYpreJa1fVLrckTCkiVm14SflK2Lu/aeLnmsqiXqpwN90v4vitLn2sFrig96XaRquvZlcOfqomKBdEOVVaP83t1S78lp7t8zQXafg2qXvRUOd1ELuZl/QBjyqii+iCvHPNR94hyV31/HPbkqs5Qhl0g9+732lnxd/j4+D9U7RFZ5+aF+qUl6XS3O2vLpCF2XJdv0puoMfr8k1maTaRbuD7Byd0jmPK8s0vvTXMtBHYC+BO6ULJyBn1wGS5zO3RmL4LwobbhSonBbjsriYoVMCodjrJ8oEX5DEX9+nv6n53CnqlS63bgKkt1p07AlgwJCLk0VpKZl17uaW0B3tkbqkAffVA5nWRRx3RkLd65OaSBILeThyZn3EZgXsxAjXyFzJETf/8jf1J2uEHtdivmuVAl3xsL/e4uUo4r1QXntVsiFUarzoY+8ijnrZumEh0pYntvIVwj/fIb1XpmL9SeraAMCM2UhT1+oip9lrSGaZT0usvs3oQYGm1nEvwcY11pPaK2rwL8iDcCbgtK3seX5tkEotQZc3uo4bhAxYPW6Z2092iVOaJ9Y2yVOeOtYd2ute97q5BuBUuqH9uPeCDzAxiHMp7TWT214rMeBR7TWn7Nv/yFwSmv9hZuJaVvMQgKXN/DLtjWUUufaIdZ2iRPaJ9Z2iRNuTaxa60c28eFuqNl3PWybUaIOOujg/xVuvtn3FugsYB100MFW4BVgSCk1qJRyAb+PNABvCttlC/nU9U/ZNmiXWNslTmifWNslTtjmsWqta0qpLwA/ApzAN7TWIzf7ONuiiN9BBx108Nugs4XsoIMO2hadBayDDjpoW2z5ArYZ4wSbGMs3lFLLSqnhDcc2Tfdsk2PdqZR6QSn1hlJqRCn1xe0Yr1LKo5R6WSl1wY7zb+3jg0qpX9px/ptdyEUp5bZvj9v377kdcW6I16mUek0p9YNtHuct1ehrF2zpArZZ4wSbiG8Cv8512TTds01GDfhzrfUh4DQyZH94G8ZbAR7SWt8FHAMesUfM/h74ih1nBnjSPv9JIKO13g98xT7vduKLwBsbbm/XOOEWavS1DbTWW3YBzgA/2nD7y8CXtzimPcDwhtuXgV77ei9CugX4GvDJtzpvi+L+PjLStW3jBXzAq8AphCVu/Pr7AOlKnbGvG/Z56jbFN4B88B8CfoCQLbddnPZzTgGxXzu2bf/3t+qy1VvIG9IO22K8K92z2wF7+/Je4Jdsw3jtbdl5RLHkWeAqkNVaN1X2NsbSitO+PwdEb0ecwD8CfwE0p5Gj2zROuAUafe2IreaBbco4wRZhW8SulAoA3wP+TGudV+ptTUy3LF6tdR04ppQKI3JMh94hli2JUyn1u8Cy1vpXSqkHbyCWrf7/36e1XlBKxYFnlVKX3uHcrY71lmGrM7BNGSe4xdg83bNNhlLKRBavb2ut/8M+vG3j1VpngReRml1YKdX8At0YSytO+/4uIM2tx33Ao0qpKUQZ4SEkI9tucQK3QaOvTbDVC9imjBPcYmya7tlmQkmq9c/AG1rrf9iu8SqleuzMC6WUF/ggUiR/AXj8beJsxv848Ly2Cze3ElrrL2utB7TWe5D34fNa6z/YbnHC7dHoaxtsdREO+ChwBamL/OUWx/IdIAlYyLfWk0hd4zlgzP7ZbZ+rkA7qVeAicOI2x/o+ZBvwOnDevnx0u8ULHAVes+McBv7aPr4X0ZcbB74LuO3jHvv2uH3/3i14HzwI/GC7xmnHdMG+jDQ/N9vtf387Lp1Rog466KBtsdVbyA466KCD3xqdBayDDjpoW3QWsA466KBt0VnAOuigg7ZFZwHroIMO2hadBayDDjpoW3QWsA466KBt8X/q0ftJIGktqQAAAABJRU5ErkJggg==\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + " img0 = np.load(r\"C:/Users/hoodl/Desktop/sumimage0.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " img1 = np.load(r\"C:/Users/hoodl/Desktop/sumimage1.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " plt.title(\"5000ms\")\n", + " plt.imshow(img0)\n", + " plt.colorbar()\n", + " plt.show()\n", + " plt.imshow(img1)\n", + " plt.colorbar()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 361, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "22.701526641845703\n", + "24.62405014038086\n", + "10.982270526574931\n", + "11.679620220444834\n", + "143\n", + "138\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + " img0 = np.load(r\"C:/Users/hoodl/Desktop/sumimage0.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " img1 = np.load(r\"C:/Users/hoodl/Desktop/sumimage1.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " print(np.mean(img0))\n", + " print(np.mean(img1))\n", + " plt.imshow(img0)\n", + " plt.colorbar()\n", + " plt.show()\n", + " plt.imshow(img1)\n", + " plt.colorbar()\n", + " plt.show()\n", + " " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/.ipynb_checkpoints/FileLoadScript-checkpoint.ipynb b/.ipynb_checkpoints/FileLoadScript-checkpoint.ipynb index a78b85d..49c3687 100644 --- a/.ipynb_checkpoints/FileLoadScript-checkpoint.ipynb +++ b/.ipynb_checkpoints/FileLoadScript-checkpoint.ipynb @@ -1,42 +1,5 @@ { "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Quick Tutorial" - ] - }, - { - "cell_type": "code", - "execution_count": 68, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['index', 'variable', 'transmission', 'amp', 'amperror', 'sigmax', 'sigmaxerror', 'sigmay', 'sigmayerror']\n", - "[0.]\n" - ] - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# Put your file name in the np.load\n", - "file = np.load(r'//?/S:/flir_images/binaries/03022021_H14M18S5MS413_ExpansionTime.npz') #DONT FORGET THE SPACE BEFORE THE FILENAME!\n", - "\n", - "# np.load().files will display all variables within the file\n", - "\n", - "print(file.files)\n", - "\n", - "# To load a particular variable, use the format np.load()['variable_name']\n", - "\n", - "print(file['index'])" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -46,118 +9,134 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", - "filename = '03042021_H10M29S29MS143_FormationTime' #CHANGE ONLY THIS LINE WHEN YOU WANT TO LOAD A NEW .npz FILE\n", + "filename = '07232021_H17M43S36MS591_RandomVariable'#06162021_H12M58S49MS732_RandomVariable' #CHANGE ONLY THIS LINE WHEN YOU WANT TO LOAD A NEW .npz FILE\n", "\n", - "path = r'//?/S:/flir_images/binaries/'\n", + "path = r'S:/flir_images/binaries/'# //?/S:/flir_images/binaries/\n", "file = np.load(path+filename+'.npz')\n", "\n", "index = file['index']\n", "variable = file['variable']\n", - "transmission = file['transmission']\n", - "amp = file['amp']\n", - "amperror = file['amperror']\n", - "sigmax = file['sigmax']\n", - "sigmaxerror = file['sigmaxerror']\n", - "sigmay = file['sigmay']\n", - "sigmayerror = file['sigmayerror']" + "variable2 = file['variable2']\n", + "variable3 = file['variable3']\n", + "# transmission = file['transmission']\n", + "# amp = file['amp']\n", + "# amperror = file['amperror']\n", + "# sigmax = file['sigmax']\n", + "# sigmaxerror = file['sigmaxerror']\n", + "# sigmay = file['sigmay']\n", + "# sigmayerror = file['sigmayerror']\n", + "# roi_sum0 = file['ROI_sum0']\n", + "# roi_sum1 = file['ROI_sum1']\n", + "hist_counts0 = file['hist_counts0']\n", + "hist_counts1 = file['hist_counts1']\n", + "hist_bins = file['hist_bins']\n", + "bin_array0 = file['bin_array0']\n", + "bin_array1 = file['bin_array1']\n", + "\n", + "\n", + "try:\n", + " # Loads image corresponding to index\n", + " imageindex = 1 #Starts from zero!\n", + " img = np.load(path+'npyfiles/'+filename+'_avgimg0'+str(imageindex)+'.npy')#,allow_pickle=True)? Pickle might be for multidimensional\n", + " bin_image = np.load(path+'npyfiles/'+filename+'_bin'+str(imageindex)+'.npy')\n", + " # bcg = np.load(path+'npyfiles/'+filename+'_bcg'+str(imageindex)+'.npy')\n", + "except:\n", + " pass" ] }, { "cell_type": "code", - "execution_count": 71, - "metadata": {}, + "execution_count": null, + "metadata": { + "scrolled": false + }, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "24\n", - "[ nan 0. 3.28556674 2.93907685 2.79781204 2.64583981\n", - " 2.76401192 2.75865437 2.87877424 2.70551571 2.67999878 2.80252799\n", - " 2.72037937 2.86090613 2.76348333 2.82233893 2.78208963 2.80139726\n", - " 2.79280084 2.88529704 2.73468322 2.81890705 2.72398383 2.84901335\n", - " 2.7688844 2.80969582 2.89166643 2.86002381 2.80136814 2.79876938\n", - " 2.82271463]\n", - "hello\n" + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\matplotlib\\axes\\_axes.py:6735: RuntimeWarning: All-NaN slice encountered\n", + " xmin = min(xmin, np.nanmin(xi))\n", + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\matplotlib\\axes\\_axes.py:6736: RuntimeWarning: All-NaN slice encountered\n", + " xmax = max(xmax, np.nanmax(xi))\n" ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" } ], "source": [ - "#Put plot labels, x and y scaling (i.e. y goes from 0 to 1 for amp), and change scatter points to be smaller\n", - "print(np.nanargmax(amp))\n", - "print(sigmax)\n", - "#plt.scatter(variable,amp)\n", - "plt.plot(variable,sigmax)\n", - "# plt.plot(variable,sigmay)\n", - "#plt.plot(variable,transmission)" + "plt.hist(hist_counts0,hist_bins)\n", + "plt.show()\n", + "plt.hist(hist_counts1,hist_bins)\n", + "plt.show()\n", + "#plt.scatter(var_arr,roi_sum0) \n", + "plt.plot(index,roi_sum0) #index\n", + "plt.show()\n", + "#plt.scatter(,roi_sum1)\n", + "plt.plot(index,roi_sum1) #index\n", + "plt.show()\n", + "#plt.plot(index,(roi_sum1/roi_sum0))\n", + "#plt.title(\"ROI 1/ROI 0\")\n", + "#plt.show()\n", + "print(roi_sum1[4])\n", + "\n", + "\n", + "threshold = 100\n", + "thresh_indices = np.argwhere(roi_sum1 >= threshold)\n", + "#print(variable[0:200])\n", + "var_arr = np.empty(len(thresh_indices))\n", + "var2_arr = np.empty(len(thresh_indices))\n", + "var3_arr = np.empty(len(thresh_indices))\n", + "for x,n in enumerate(thresh_indices):\n", + " i = int(index[np.int(n)])\n", + " print(\"Index:\", int(i),\", Variables :\",float(variable[i]),\",\",float(variable2[i]),\",\",float(variable3[i]),\"\\n\")\n", + " var_arr[x] = float(variable[i])\n", + " var2_arr[x] = float(variable2[i])\n", + " var3_arr[x] = float(variable3[i])\n", + " if 0:\n", + " img = np.load(path+'npyfiles/'+filename+'_avgimg'+str(int(i))+'.npy')\n", + " arr = img[183:197,220:235]\n", + " x = np.max(arr)\n", + " if 0:\n", + " plt.imshow(arr,vmin=x-x*.5, vmax=x)\n", + " plt.colorbar()\n", + " plt.show()\n", + " bin_image = np.load(path+'npyfiles/'+filename+'_bin'+str(int(i))+'.npy')\n", + " plt.imshow(bin_image)\n", + " plt.colorbar()\n", + " plt.show()\n", + " \n", + "print(\"Var 1 min,max,range:\",round(np.nanmin(variable),4),round(np.nanmax(variable),4),round(np.nanmax(variable-np.nanmin(variable)),4))\n", + "print(\"Var 2 min,max,range:\",round(np.nanmin(variable2),4),round(np.nanmax(variable2),4),round(np.nanmax(variable2-np.nanmin(variable2)),4))\n", + "print(\"Var 3 min,max,range:\",round(np.nanmin(variable3),4),round(np.nanmax(variable3),4),round(np.nanmax(variable3-np.nanmin(variable3)),4))\n", + "print(\"Var 1 mean\",round(np.nanmean(var_arr),4),\", Var 1 std\",round(np.nanstd(var_arr),2))\n", + "print(\"Var 2 mean\",round(np.nanmean(var2_arr),4),\", Var 2 std\",round(np.nanstd(var2_arr),2))\n", + "print(\"Var 3 mean\",round(np.nanmean(var3_arr),4),\", Var 3 std\",round(np.nanstd(var3_arr),2))" ] }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 220, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "imageindex = 0 #Starts from zero!\n", - "\n", - "img = np.load(path+'npyfiles/'+filename+'_img'+str(imageindex)+'.npy')\n", - "bcg = np.load(path+'npyfiles/'+filename+'_bcg'+str(imageindex)+'.npy')\n", - "# plt.imshow(img)\n", - "# plt.show()\n", - "# plt.imshow(bcg)\n", - "# plt.show()\n", - "# plt.imshow(img/bcg)\n", - "# plt.show()\n", - "sub=img/bcg\n", - "plt.imshow(sub)\n", - "plt.colorbar()\n", - "plt.show()\n" + "var_tot = var_add\n", + "var_tot2 = var_add2\n", + "var_tot3 = var_add3\n", + "index_tot = index_add\n", + "roi_sum_tot = roi_sum_add" ] }, { - "cell_type": "code", - "execution_count": 66, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "# ran = range(1450,1500)\n", - "# plt.plot(variable[ran], transmission[ran])\n", - "# plt.plot(variable,amperror)\n", - "# plt.show()\n", - "# print(np.argwhere(transmission>0.5))\n", - "# print(np.argwhere(variable == 19))" + "# Quick Tutorial" ] }, { @@ -165,7 +144,21 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Put your file name in the np.load\n", + "file = np.load(r'//?/S:/flir_images/binaries/03022021_H14M18S5MS413_ExpansionTime.npz') #DONT FORGET THE SPACE BEFORE THE FILENAME!\n", + "\n", + "# np.load().files will display all variables within the file\n", + "\n", + "print(file.files)\n", + "\n", + "# To load a particular variable, use the format np.load()['variable_name']\n", + "\n", + "print(file['index'])" + ] } ], "metadata": { diff --git a/.ipynb_checkpoints/NPBinaryPlots-checkpoint.ipynb b/.ipynb_checkpoints/NPBinaryPlots-checkpoint.ipynb index 57df5d9..94e1681 100644 --- a/.ipynb_checkpoints/NPBinaryPlots-checkpoint.ipynb +++ b/.ipynb_checkpoints/NPBinaryPlots-checkpoint.ipynb @@ -12,14 +12,34 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "scrolled": false - }, + "execution_count": 61, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline \n", + "img0=np.load(r'C:\\Users\\hoodl\\Desktop\\img0_avg.npy')\n", + "img1=np.load(r'C:\\Users\\hoodl\\Desktop\\img1_avg.npy')\n", + "\n", + "plt.imshow(img0)\n", + "plt.colorbar()\n", + "plt.show()\n", + "print(np.mean(img0))\n", + "print(np.mean(img1))\n", + "print(np.std(img0))\n", + "print(np.std(img1))\n", + "plt.imshow(img1)#,vmin=x-x*.5, vmax=x)\n", + "plt.colorbar()\n", + "plt.show()\n", + "\n", + "\n", + "plt.imshow(img1-img0)#,vmin=x-x*.5, vmax=x)\n", + "plt.colorbar()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 225, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" ] @@ -45,11 +107,105 @@ "name": "stdout", "output_type": "stream", "text": [ - "6418.0 6706.0\n", - "642.0 658.0\n" + "220.59999999999997\n", + "Gain of 100: 6.6\n" ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], + "source": [ + "%matplotlib inline \n", + "img=np.load(r'C:\\Users\\hoodl\\Desktop\\img_avg.npy')\n", + "bin_image=np.load(r'C:\\Users\\hoodl\\Desktop\\bin_image.npy')\n", + "# img=np.load(r'S:/flir_images/binaries/npyfiles/06102021_H12M23S8MS068_ExpansionTime_bcg0.npy')\n", + "# plt.imshow(img)#,vmin=850, vmax=950)\n", + "# plt.colorbar()\n", + "# plt.gcf().set_dpi(500)\n", + "# plt.show()\n", + "\n", + "arr = img[183:197,220:235] #[183:197,220:235]\n", + "x = np.max(arr)\n", + "plt.imshow(arr,vmin=x-x*.5, vmax=x)\n", + "plt.colorbar()\n", + "plt.show()\n", + "print(np.sum(arr))\n", + "print(\"Gain of 100:\",np.max(arr))\n", + "\n", + "\n", + "plt.imshow(bin_image)#,vmin=x-x*.5, vmax=x)\n", + "plt.colorbar()\n", + "plt.show()\n", + "\n", + "# arr = img[188:193,221:226]\n", + "# # x = np.max(arr)\n", + "# plt.imshow(arr,vmin=x-x*.05, vmax=x)\n", + "# plt.colorbar()\n", + "# plt.show()\n", + "# print(np.sum(arr))\n", + "# print(\"Gain of 100:\",np.max(img))\n", + "\n", + "# arr = img[190:191,227:228]\n", + "# plt.imshow(arr,vmin=x-x*.05, vmax=x)\n", + "# plt.colorbar()\n", + "# plt.show()\n", + "# print(np.sum(arr))\n", + "# print(\"Gain of 100:\",np.max(img))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "MHz = 1e6\n", + "def F4_detuning(detun):\n", + " \"\"\" Cs beatnote for detuning detun from F=4 to F'=5 \"\"\"\n", + " reson_freq = 137.10596515625 * MHz *64\n", + " freq = reson_freq - detun\n", + " return float(freq /64)\n", + "\n", + "print(F4_detuning(-7 * MHz)/MHz)\n", + "\n", + "def reverse(freq):\n", + " reson_freq = 137.10596515625 * MHz\n", + " detun = reson_freq - freq\n", + " return float(detun * 64)\n", + "print(reverse(137.17 * MHz)/MHz)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib notebook\n", + "img1=np.load(r'C:\\Users\\hoodl\\Desktop\\img.npy')\n", + "\n", + "# img=np.load(r'S:/flir_images/binaries/npyfiles/06102021_H12M23S8MS068_ExpansionTime_bcg0.npy')\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": false + }, + "outputs": [], "source": [ "img=np.load(r'C:\\Users\\hoodl\\Desktop\\img.npy')\n", "bcg=np.load(r'C:\\Users\\hoodl\\Desktop\\bcg.npy')\n", @@ -69,7 +225,7 @@ "img=img+1\n", "bcg=bcg+1\n", "sub=img/bcg\n", - "#sub[sub >1] = 1\n", + "sub[sub >1] = 1\n", "# print(img[100])\n", "print(np.max(bcg+1),np.max(img+1))\n", "print(np.min(bcg+1),np.min(img+1))\n", @@ -84,30 +240,9 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6082.0 6546.0\n", - "642.0 626.0\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "\n", "print(np.max(bcg+1),np.max(img+1))\n", @@ -119,12 +254,24 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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qX9giq+TkRcW5f3YVkQjizQKqlLP54RTl9Zy4GdD8O0OKHwY4q54pJg0ka40aexdSRNtBVTIoZcTTKVk5J3x8yPRsi7Tn0T0scAYw/fgm/VmB3xAcfuoBYz/0ycqK/tAjPhmSBZrtaxPIHOIRRem+ZOQ9m8fPLtG5PEb7jEZ8VMZ634SH9sBcS3/Hwln1UI7G6Un8XYvSiiCtKaZ+bQU05KW/8ITijSLJWI7I4f4fHwYJpQ0TKchEoFsuspiBq9g7CcrXZKXPhu6l0eT6k22PAh4JhYIVQvt8Tu2OIqkJ7IEgr2XmhrcEpVWNFQuCbWG8mR1BNpWwc2uc3AORCtTtEnsnTfEhHAevKRh/y8IeQFJV9GYt8oGD+8BF5KaiN3Izx1lzaX09pLwMIz916f1aj5GrgrRsVlHlaLSl2boxQTihyWcjRCipvuOhJVw8vUw6lqItTe9IRu7B1E8kTk/Qn9PkLkTjGrcjTKJ9SeM/1UQWMkorFjIRpGWNHWlkAuHjQ9w9STSec+Lzy2gL8sAYT/tch+I9h94Ho4gcKi+WGMwqyssm6R9OCIqHO2hboy71SGIHf1fAoQFJTVO7AzLIGB7MsJ2cC0/cI94oIlcCkpqGWBKfCMkORgxPRwSzPeQP6/QW4PjxDRDaLAap5OC/ssnrKdnQxlr3GTndoLIoWb02hdO2yJ7q4XQEqpCD0AhHUXogcHYd4tQm9zQqlaT3S3SOCgZHU9wg5d3vn6X6wyJbm3VkKii/ExCfDOmdSegfT8kTi7Ermji1Cf9oEhlJdCHnzfUF7KHk2Jl1nHJMNp6y/e0QbzQkagaMfH0DryVwnmhTWRS4NwpYPQunKyGVjL3iUlx0EUrgXi2w1ajibTgkNUX4hR67vSLhlGJwIuH+T+YZ/FoXcoF9vURQSEwhbCDJAnOvaht6C3DrxeOowyH1G4KkogknFGoixm+ac1JdUqjDIVlBU35qF3mxw7O//QGFVYs712ZxmxZjc3vIRHD39QW++dxlSvdsvvK1yzgDjdu0ePDLD/OxnjFwE6NdxNAUPrSfI7K/qsb3t4NCf6LtUcAjYdy0DTMvCwbTEnfPUCrmviuIxhUHfrRNf05QXobBU0PsoXHfR191mfmxYvSqxt+1SMYzsnKO0FBeMTSK3WdzE0IUFIOnhoihZcrkDcnoqy5rv5STjJhVsbcA/TlBuFliOCmwEmFyX4kgLykKmxIrAd12EZnJ81iRYHNQ4cT/asKKyh2bpJ7jDBU83jFpshz0QVORzDcKDKYFw8il+GGAer5DWjY3QuuCorQKcjnAb2gm3xRcvTVH8ZkGI5d2sJ9uE9+tkFQ1WQDlB4q4LvAP9pAJ+A0YzCqSj2pkBU2eC7KhTVoGKTXJSM7eCU1wNWDqVYm+UebmS8fwWpLa+QaFDfB2bDOuoY2OLOKlCmkZ3D1B61/P4W046NBChpLmPx7grbsgIa3kNG+P0n92iB0KDryRk6wVic6EhpKRC+SuS/eJiMoStLcrMB5TuOkDxkO1iilZZuHumZArWHbRcyEy1Tj3AqSTUxnvU7jlsfvLEendChPffkBpReKtOQx2imRTCas/Poi4V8RqOlg3SySbpli1sjiB+lwHDSRVQTibcfTSqqlWR5L210OG06YKn17oA5DUjWGQV8skixUQGmfbwR7CsOehi5lZkFbKRMci0iMhViQItoS5TkXF4FBK1nXpHIdv/MIHAEx+36X5XIp0c3a+GWMtBhTXJL13xhkpDvnRSxcZHE2RiUCmgua9EUqrpnDy4tVzZE/1uNY6QOtiTlZUeNs2nZM5WUHhtSTbd8ax+5L+fI7ddMgK2kQBn3aeAjn6E22PAh4N4yYhDSRZAeK6IPc1G5+XWLFg4+uTHPnSMs0nM8a+5xuvazqidU6z9lVB4zGo3VEEqw5u2yItQePJnP65GFlKyZ/rMHLZIrhcMByhPkRjisYzGVbbwe5ZfzEQofG3LLKi/pgnl5Y1spiSe5irK8Gf7zE8YBLIvVcnWftKBSsRxM/1ELlg7ddyhttF/B3jher1gKxkVnQrhrjto57vMNwo4XYE7p7AGkh6C+YYXsfk6Y4f3aT3wShby6Pkb9XJRlPSeo7fFFR/Z5XBjIb3qiQ1iD7fQ+RQvtREjySwXKR80yU9NSRuBtSu2tgHB+Q+7H4rIisqxq7m2EOIXhrn+H95m/RwSO6Cu2tj9SzyiqEjDOZyWuc08VhuuHnlnH7fJ55OsX1Dj1DFHLEakBxIWfuSxGtJrDXf8O96FnYIh2Ya9GcFE6/ZTI11yB/voVyNnBtQeK+Af6VA77AiK2ii8RzPS+kvgDjdQ+eS4dAjLWtUwyOfjbj74RzdUynKMZQJ/56HTB/y4ISpnutCDrbi3JkHDJoF4ms1ojFN5ZbNmD+gdkNiDwXelQKiniCXA0qFGNfL0K5GKCg9s4t3rIu/Y5GOZQwOZXzl5G1EZJEVoLAhoePwG2cuo1xtFtJcMPqhRKQSq5KgLHjxw/MoX1H9nVVEz0auBKjILLjpsz2iAxnb706hDoa4OzYyFcgUvvHchzS/GKNck+eVH5TZeXsKu2NRWTQGULua0sEu6mIPXc6o3QRdyilsGK9NfkY5/n3P7W8KDc0LGq8NWcncUAB2X9A9kfPgTw7hbzjsHZN0TmeUXwsIdiR2zxAWt57XnPzaXRMCjimCDRt3xcNa83FfqiITk9cb+VDitTQL300pLjnGE5sLTYgSmeJCNK7wz+4RbAtyzxi4kZdNgSAZyRGpYNgJ8Od7ZEVlOHcxpPWMbKWE15SUrnqIQs7wiSHK0YZMLCAdT/G+3KBw38H5URVvckg0rkgrmvoNSA6kZPMR289rSmuaxc1xk1R3FUlNY+3ZIDTuc012//1BrBiSmsZ+qo26V0K7muZSHT2wDRerAsU3C3ijIbkP3htlkpoi77igBeGoZPSrG+Q+fPSnJ/FvBkTj5uTn1RwRWaQlTXHVwpkZYNcShALpZ1h2TuWag1wKAHAbNsyFBEsupcMdnJ45J9pTiOkIKxKst6ok8zE7z+aEiUN6v0RlUeJ8VKJ3KmU4l5siSCGntrBHeqeC0xXEQwc6Dtme8Zr9XQt2Pdy5AXY5xTraJ51JEDkMjqQoRyNTQVLPIReUbrvcXJ+iuOiQ++b+6p5KaURF+GYLfWRA9niPwkcByVhGe71KslZE+Oba1n3jeUcTOXYxpXbN5vXvXkAkgmQhon8iAQl/cPMxrEhQeL+AcjTDKbNo2XaOChTlWw5I2PrDeUauGsNFbhZzKRUHXpGkNcX4n/gkoznZgQS3C6/+wSWC2z5ZoHH9DDsEryUQ8wNmf3OZpKoI1m3GSwNqf1ikPDKg8eUY0bPpHcvJyzksDD6LaUqq9SfaHgU8EsZNZlC/IbAHmizQHHgjo37d5Nrmv6uIxoxL7rVAFAy5NJxUpOMm12UPJZdvLmAlYA8kVmRCU+dYl0JD0fxiQm0xJ64LGs9kbHzeJLvTkqb2SkBS1ZRWNWlFEWxL+HGd3AO3C/ZQ0Hja0EGmfiLxmhKr6ZDdqqDGE8p3LZIqpqIYQnHDjNVd8Si/USA7akIVNRNRveJS/x8LJDXNYE6jb5ZMYrlsvEDRs9FtF4D+rECu++ipCBFZyMQYnGDNob1dYe+kpvJYEysG8VIdgIU/ygi2LERm6CIyg/gLPcT1MoO5h+TYeoo3GqJtTVoQdP5oGu+ZJuF8SnJ2iNMz+cLyLYeDP8zx2oL+8ZQXDt0heK9gcm67HrU/LZJ9oWOMhYbCuqD4ZgHlarpbZXIf5MAy3vLNAtGY4vjkLs66i9u2yH48yjPP3ySc1Ib86ua4LaNCQMLe/RrK0aTnTYgYbEvKizbqRJ/wYIoKFNlSCb3hY71Xxl3xiE6FOA2b0uEO+Vxk7q1iSmFLkzc8hnM5xTXJxIVtnGrM0jsH6fYD1FoBcb1MdHFI5YYDnuLUxRVKVz2yoyF37k4TrpQp3bdwbhQYzGqiyRxVzqnVB8y+aGENJFnPQShMocp5uM1EpGtFatck4eND/E2TKui+MCDYEhw/usnJ55YJ+x7N84LaNcOftPoSrQR7ZzPCk9FDUq8m3i6Q+xCPaPRKkc1ehbygsAewfOsA/RlJOPSQu67JdSYCbGWUIZ8S+hOGpPth6V+Csh96bj2FKub0D9i0vhIx9voWK9+UuB2BzMDb0+jIeijDMslprymZfTmluOxQv6lxO5AVoPFUTrheYveiQGeCzecFMgG0MSa5pznwOmS+YPQjyAoC68AQoaB3OCepa/rnYpy+If4WHtgMDkhkBipQOD2Bf9cnLZsihkxNBWw4aRQS8XRKWoR8YAhGqmsqr5vPFfCOdRm/bJK/CGOQh1NGJjT5pkAkgqyoyQOFvWI4d/F0CsrIz8besCmuSearLYIdQedCghUJdp7wsJ9q47Ytgh2J14Z4s0A8olClnHBS49/ziNu+qbxWoHtM0d6uUFhyqL4S4HaNN5gFsHPRYXhAMfWKxYtXz5H7oIc27tyA6Nf2sF+rGm7fVEL6Qofh833GLxtZWVbQ2EOBu+WY41cyrt2fRtkgE0Nlee9HpxDH+whLc2imQVo2+dbyuDFoeUERvFXCK6QmAZ8D94vYLZvCik1eVPgNyeBQhnI11erQqCikQiUWSPBuBwymBf6ORfmuRf+JkK3dKu6HJQrrgtMzWyhXE01myOWAsW+tUXvPkHgHMwr7bgGrLymuSvqHc6JxhXWkb4yG0Di/P8LaVzV5UWGXUzPuY0P0XGgkeWsmrxjXBZ6fIpOH8r3UIh6Bu9dmuXrjIHpog4ZwUrDw3QF6MoZcIIIMOg5u06J+3VCKnC4UHmuZaOM/joIw10w7iqwAwXsFps9tU71lIVNBfaKHWip9+omqIf+E26OAR8K4yRTKyxI7VIy+Z1PcyVB9h+W/d8AYo5LGHkDrLFSvObTPKeo3jTHx2prmKZe0pOnNSep3M/JAI4fSVCInU8o3XJyZgdFR2orx96G8JNl6FvrzisG0oHtYUflRkdpijtMzigP/nkf3iMLtgN/SKBfCCUX9qvyY/GoPzY2lHD4OMb2mQPYslAPeplFEiEwQng3RFiS3K2w9C84TbWQiyIqKaMIkRZQtGP/ArPqVuxbieJ/mUw/zg+UUv6V57B99xIFvPuD2d46jbHB2HcOh09BtFLEi8Nqa3oLCfngenKZNVtR4TSjcd0jLimhMoespfi0y1BNf4H95l+DUHv5TTaJxhZ6KaZ0RONsOSVUTbNjE2wXi6zXSCrhexumFDazXqqQ9j+ZZi+nXNJzsU75vwieA6hUTCgPoMz1wtKnkAmPf81l/YwYrEkZ6p6QxRvdsrEgT7Qa0T2t6l6KH2mITtts9aaq8gJoP6fYD7L5kr1XC2XHANR5xeC5EuZr+kyHFDwKcZZ+FbywTTmmuPzjA5568iYwlaVWx/sYM3WOK4qrk6IU1cl9T2JRkRSOpc/dMMUamguOHthjMmAVq9tgOzo0CY49vI5cD8j2XtJYjY4EzOyCcyQlXygwXUvrnYvybwUPSrgldnT2LhWdXyU/1ufO7LsVyRPmWQ+U9H6opybQxnGjYO5eRvDEKp3o0nss+Jk5bXRuZQv9wzs7bU8SjZm5179QpnW596nlqFAqfbHsU8EgYNwRYkWblP9c0H8+NAmDTRkuo3pUkU6kJ9ToPJ4djDFI4nZGWBfO/vmQ8hRBaJ21kLAh2JDIzlTq3qyl/v0RagsKSS3dBYkcaFSjyam54WYc7dI/CxrdSrMgYO3tgwtLesYy4LrCeaeP0JJkvyA5G5L6mv5DDyT6FDcPlymdNOOQ3DDdPWxCP5kZQbRlKh3I02tGEt2oAlFYsRg+3Gbkq2X1Cc/Qf36KwYXS0I/+xiIglxWN7jH7Pp3Uh5yc/OM/9t+bon0jozxsvUiaQ1DWyZ8MTHdrPJhTXjNaycg9yTxNsS9IyhCdiajck3vSA0ddcxJUySVXROZWx+6DOkZEGYexiRQL/esDTX75OZcmQgrOiZvR9SeWeKQTpmyXuf/8Q0ZimeM8hGlM0z1hkKyXiutGpakdTXs/RqeTwE6vYH5Q5d2SN3iGFWioxOGAWi3QyRWYg3qwaCsxzHRZ+a5G5I7uMXhGw59I/WL8AACAASURBVKKPDvAbkuYvhkadUFCMze6Rd12s5QD3eJdjc9ucfHYZ6eSmErvqf8wBG8wpzn7pLjfuT5NMZOiWx0/fP4UKFPZYSOGxFozFIODu2gTBtqB3NCM6GmE1HeLJjMoTu2S1jMWPZrGeaVO5ZdP4yQHkpQ6bW3XSqgJXYfWN6D7uelRuW2hHM39oF50J8sd6ZIG5FwqbknQkY3FjnMBPqX3g8jvH3qB3JiEtQ6ka4q05hOOC+Pkeox+YhTPZLOJVTaVeF3JkDud+6ZZpPnHK8BfT2QQtob3z6eVXIMg/4fYo4NEwbsDwgMDZcSjds1n5lulwIRT4LUX9PYfoYS+D/kGNHFhoy1AvClua2z85RLAtyX2oLeYUN4wnVXwgkEFGf04Q1wRJTaEu9rBDCMcFtY9snKaNTKC3UUYe7lP+wCepaEorJv+TziQUVm0GRxPyN01uK6nB6EiffC7CHkriRkBSg+KiCUHjUW2oIArGLytDOt1wkMsB2gKvJSktW2QFhRUbHlz75ihpUSBGY956/RRuzxQiNl/IOXh8m+5mmb3jgsp0j3g8x2sKRt9yUJ5iOG9WdZFDaUWSX6uiIwv3hQbWWIzbNyGi3zDepvvApbyeEzUDhlMmsV1ck0y8aeF0LK6uzZDERg4kM3jve2dpn9aMfX4Tuy9on9EMJ02jgGQ+prCp8c7uYUXg70rikyHBjqB/NCUeUXi7piIthhb3Ls8S1zWLf3bYSNo8I2VyuhJ30/lYJqRczXC3yOXbC2y1ywx/qYs9FEipGR5KUbs+WQBOV9J7f4xgzSbYErg/rLC4Mc79Pz6M6js4fUFxXZCVNIXZPtaBIVfeOIZsOPhrDv6uZPJIg9H3LbhfpNMtoHpmHKUrPr1TKTgKPbTJR1MKKzbDn4xz4GWL4qEOlf+zQloxxN3oXgWdSsbelYy97qAtyEqKE4c36ZzK8HYtdl+ZxiklxI2AeDxDlXOiJ/tUrzl4dwLij2r05jX/4Z9/HRJJsKOJbtWwh4JoIsd5t2zu5apCFzNq3ymiyxnBikvuajb6VcRURNTzcG8WqI30YTzGbn56/ZUpKIhPtD0KeCSM258n72d+nJEVwO5azL7cw4qgcUEQ140o3Wth9IwtM+wsgPZpw5OLxgyXp3XKIvpal6yo6ZxQuF6G8jTDaYUzM0BeLhOPaNNxw8fw52YVI1csuFWieyLj5JP3GTw9xIrAWXdxelB/zyHY1XCqRzyiCH88Tv3HPiwMmH/RKCOyosZycoJNQXq3ghXCyD9bMa8VtOFUZQ/3CwGJ4UFNJeTlnN7RHHvFx28I2i+EROMaq2PxYGMUgGREkb5fx9mzSGqavZMaf9tGeIrBrMLfEfQfD6nfUlSmeiR/NobKBf7f30IfGdC8lJNWNPGBjPY/7FG+a1P5/DYyBf8ru3QPC+y+IHi/gBrYqEMhdgjunjEiW5enuPTNG7gdSX6xZ2gs932GUwL9et1wvg4n6KZHUtOMvWUbJUQKG58TBLM93D1J+VSL6vPbOD2J8pWRJWWYavf5Ic7nmxTWBbKYEjxw+O/Ov0S4WSIdT8mXS5RvOshE4DfAOd01PK6ixv3GLllRULwckBUMPUQo6D4dwsKAYc8j8FPcjkBMR7gX28hLHbY267TOmVxa4UqAVUtQz3ToHcsgN7ldfyykeMfFb2kGxxO2ntfUgoi1r2nCQwn20NB8nIZN97Cg8fmUmdPbuE2L7T+YxxpKkmMh4YGcbMdUmEcvW4ihRa0c0jusSKqKtKSpLsKDXwQ0dL4cMv6YkXW5e9JwGaua2m3BxKsOu9+IsXcdZGoWtrXbE5TfKCCdnPhESPTuKGrg4Dc+vcExPLd9z+1vBDuEtAR7Rx2Cbc3ku4o7/9RUnmRqvAevDXkA4x+Y/ac/v4aVQGFDMHpFo+2H5f+qxn2lir8jjIi5GZCOZoy/D3HHZ3jUuOkzrxopVPvZBFXMaZ/WuHuC0rLNnTcXUA2PtGKUDt2jRjnR+pJpfaP9nP7xlCwQjFYHNM45JEdDw8FaLdI7kjP+2DZ5ALd/eojiuqC0Igg2bNKSMXJ75zLT0mdoIRsOJ46v4+1aTLyvkM+20VvGyBWOdghuexz9Nynluxb2EKp3YOa5dcr3JcG2xn3gYiWGWKyGNo3HBMPbNfIvdlB9h9XrUxR/WsIaWAQn96hdcQhv18hdaF6ZoHcqRf7bUZy+yfXlHpQn+xTeLjD56ytE45r82BCvKXj96jHSU0OylRLpMz0Kmxrr2Tb9EwlCaUbfMN5QOhvz2D/6iLzhPeyPB/ZrVcTFDsPLoxypNpHnO8hQ4r1WJjoakVcySm8WGHw0gvhGk1I5Ii1p/qcPv4o3OWRsqoueC+mdSHH6gmhckyQWwY7A6Qo6H46RFaB/ISJcSKg81sRrg255lF8poiOL7nYJ5UDwfoEktRlsF/HWDEdystrDa2tYD8huVrCqiemppkDdKRGeCekfhOIdl9LBLmu3J6hds0GZBdZrmRzv0S8uU/vAZf36JPFUSvewIYGrrsPYkRYiE1hDyejfXTWa4XfGsSJB9a7A7UgO/Rd3Gf3AQqSCwjtGLfGxoD4yC333sLlOUmrTTGE6N5HLDUn5W5tcmF9DrvuE0xkvXLzOcPqzyYQpLT7R9ijgkTBu6mGrH2UbQXpvxmLmjxy8tsZrG75Z7pkcj5VoRm6l1L0huWcKAs0L4uN80NRbis5x04EjGclxGxZWx6LxmGD0bZuxnzqMfaRZe0EjMxh/yQVLo8uZmdg+jH5kuF3l+xq3q3F6D3N9D5v+FZcchJujv9Jm6/4og+MJYtt7SFcRlO5bDF6cYngyxjuzh9/UdI8qECBTo3zwxwx3qnqkTV5S3P/JPLU7Jl81WKoaYxVAb7dENK5oXAjonk2JxjXdI7D++iydJ2LiEWGUDYkxTF49IhvJkBkMtorgGQqI+FrT6Egv10kqMHNxk3hEU14Gq5gS/kaH3pmE8n3NcD6lt1XG7WqW3j5IFoB1t0D/UEZx2cG9ViDYEeS5oP14xtj/UmBqps3eWcXYbz0gXEj4ysnb/OjD07hTQ0pPNtCewoo1wfcrWBG8+fZJ8mtVZCroHVLU6gOwNL1DiuIaJG+MYklFPhUz9j2feOjQvTKKc7tAebJvQul1kLdL9I+nqEs9rEgQHw85Pb8JQPJnY3SO5/i7ku5hTP61YTP5/Ab5cx2ijofTMSoUO4SNDw6Q/vLew0qyQrU8U7HMjPH0bwZM/yTj+Dfvkr1fp3rLIq6Zgs755+9y/jdu4G44XL89S/+5Ib/55dexyqnph/dcB6uW0FgcpbAp8RuSO4sHqIz3kQmk1ZzhlGD682tcfe3Yx1zP/kHF9B+4ZEXN3FdXsIeCYEegHM3g630OjHZQtsm5KReiMcHuGwe4/tpRskpOacnmtT87jypnn3qe7ntufwsIDa1LGcVNxcyPE7QNa1/XtM4rchdqdxVWCMMLIcO/v0f7mMOHbx1jeDRBOTD/YmTyaRYPu+xKgl39MCdnWsso1+Sb4pogHBFYtQQtQP7WDgDBkks0pklPDQnHJMPzId3DgtbnEkPxmM0pfeRjRTCYz/CWfPpLVbxdi9oHLl5LolyN19YkVbAjbUr4363RnxUU1w3/Lpo3vdGS1SKya8P3Rhh93yKeTtn6gglLSisSpyNM1bdnoQJF55iiuOiQBfrjXnf+okfugfPrO1TvgjzfIW4GTM22SEZzcDRW08FrSfo3Roh2A9ITQ9yukSN5bcFgWpBHNr0HFUbeNnkZ8bCbbOu8kbGVHgjiiQy7llBaUwwPpSRVjXWzRGFkSOOcx267DOWUtR/OU/vQ5eXXz1G95pAvlwgTh/Idm8EcdL4UEs7kJglua7JyTnFdkr06it10GD3RpPuFkNHrGb2bIwS3fRrfjCjc8Am2BNF0Sn+lSuG5BgDxhJm0yVqR6GiEii1uXDuI1XbQX2qbavvpIVYMspxSfaxBaxiQ3qlQvuGSlRThtGmBldYzhkMPoWDiHcHMyyBiidsxNCR1scfOJYebLx0jnE8If6FHOJciFFx75RjvvHoKMNSh8T/2+TevPo+1HFB/apv8eoV8z0UXjMjdHkD9so31/RrDgxmFNdO+aOvlWbL5iN68wGtaVI+2if5BG68luH17Bvdim84xRe2WwHEyti5PGUM/EpIVNdXnt1GO6aAjQ4l8vm3y02OfBYlXkCM/0fYo4JEYhchNt4rNLyp2L3r0jmTG3QfKq4qkLOgd0rDr0V6rMpg1TSptP6N6V9L874dYoeGgbT4vyKqma8LwqSHRqPGWVDmjfVoTTmq0FOQDh8K2pv/yJIV7LrmvsRIMCz6H8jsB0XSKHloM5zO0pYmeNPyr8bcNc9/tGD5Xb8EUKsRIgtCQjOb0Fkylt/WYWYL7h3KG50NE3yIaM+8duSpMaL2T423ayNBQUMa+tcbwYGYEzxMxox9Y+A1JeVWhyxmjVw3nK5rISRYiuq9NsvO5DPelKgjYvjNuWoc3bZy+IK1oRAYjVyzcmwX2zmY4HYtoTBHPJBRvu2hb0z0MzYuKkdddVDFHjySktRxvT5s+Ybs+u5egdtl5SFLVOD+ucu7v3MBaDhj/kUc0puicNARXoY0CJL1ZIZowHWGzPZcDR3fxpgdGM1tLyArQO5ah50JanSJ51+XBryrco13TA+9KwYT8DpTvODg9QWuvSO9LA6yBpHbZoXJXYm96OLsOwbplmge8VSfYkhTeLuCe38O/EcDvjZG/XTfV956mPNtl6lATOTvkhcduUPtRgNuB5Ntt1n81xQ6F6QodwYXpdeIRRXw4MqL60EHEkpFLOygX0pEMKzKRxt5xU41Gw06zQjz2UMCeCg79cZ/zv3WN9uMZ7cdynLrpqnLwCw9Mhb3lok70Ua5m70GNZqNs1Ay2IUg7fcFwSiBeqaMFVB7kDDdKZFMJ2/f+ogGuNT0kvFVDHunTX6p+JnN1Pyz9G0JL0+u/uGJTW8wQSpCU4eAPFHu/MvjYe9ASZCwZf980nbQWA3rzmvylUYIdQfUOjFwVlO/ahBPCiNCbkFVyCksuYiQmq2X0DitG37FJKoLBfI7Th8KWSabXrtnsXTJ5ORyNjCXFiQEiFzgfldAWNB43VU63Y8Zf2JSIK2VUaBPXzYovE4HINAeO7pJWNfWrkuKHAdo1k7z81C6NJ3NaZzW9OZuxjwwh1dvT7P3+DIWJAeNXcoTUdL8ywB5A+4TkxMImvYMSv6GZeMcI0u2haViYVI2nYYem313tpvHm0mqOfapL61KGFUFhxSat5dRuC0ikkVz5CutQn9KKZUI4S2NveMhiiv33thl52UcXcuyhMCLtWoYVm5By+X8+SfFci90XYpSr8bctnIbN3oUUaykg2DJhnUwFc0d22dyqE7V8ohcnyboucV0ZctR6QN5zeP78HZyGQ/SgbFo1jZhqbPpsj97RDL8h8G4HpC2fvJaxd8n0xUvHUrIDCeGUgvGY4bQJ1byv7TJYrjJcSOn9cp+sqEnnYpoXc9TrdXbbZbLI4e3fu0Dj6YzuyYxcSbxCinOsy+B4wuBXurz90VHmH9vAW/KJD5hegcVVi8GfTeK2xcPfa4BsJENkhkCtHCi/HSArqTFuruLOP3G58b+fAQXV6zaWZarZW39ykMGRlGCmj/9OCftkl+KKhb3p0nsqZOxABxFkjFzaMbno3Cwe7eMWupBzcLqJSE1ILbY9SoUYfTDk+OQuM2e2P/08RZBo6xNtjwIeCeOmXPBKMVrC9pMWbkuSVjRR3aLwcolw3DRdRGhUyfDS7KHJNY1d0YQHTPPCcMKEWcnTRtjuNQW9BYUsp7hdEFu+Eb4f7tG6YNjcpSWL4fN9wgkjIxoc1BTvuiDg+ZOL2ANBcruCjAw9BQEjVyXlFQinNOUlSe9oRng4objoMFjI2Hlcwtke/Xno/+kU6YQpPmQFKN2zqd4RNG+P4raMRzac0hQ2YyPEnxdkgSBNLdZ+UeHeLJBvFOidSEkWIvJ/MUE0ruic0Ax/o8PYh+aHXdqnNSO3c9yOoHq2SWHJIa4Lho0CIpEMt4vIocVgLsdKoHjfLAA4JgwefdMhe1Akf66DPRAgIZuOsZyc3cuTdI5BebyPtqB0sIvVtYnrCuUr+r/VodMtUH3XsPHTksmfVsb7H/+ihnIMT3H13jj0bQr3HexvNAjWbJSvCDZt9AHDEXzzrZNkJdPhYnA2wjrUJ7pVQ98oM39khyyAaDynMt1DRBbehkMeKBOKZoKJd0Fs+hRm+8QjitaNMcNdywXJWpF0NsH+v9h70yDLzvO+7/ee/dy9932Znp5pzArMDHaAAEgQBEVRoinTkiLZlMqy6Tj+YqVSif0l5XzRhyjOh6Qqsq2KJVn7LpEiuIIkSBAYLIPZ95nu6X293Xc/557tzYenMWRciggaTAql6FTd6u47PX23877nfZ/n///9111pFqTAqk+h0qF5LCK/YGPvmTRXSjIBLxUx92UU7pbF+ivjpL5m9GsmDHRpT6Uc/fs3iEsarIxgPMZomSQFkbcUFkWvODG4R1ZM6R9uYG46VB9OsIqxSES+XZSV81wCiSK9WsLqaIKmR+tgQuXkDu5NH/6sD/+mR/trQ7QPRZhdTbbtkXtyh/J5h+Urw2SFlP6Du6QV2dYDbPzHA6xeG3rf41REvMZ7ur2XQyl1Tyl1WSl1QSn19v59Dymlzr57n1Lq0f37lVLqf9vPQr6klDr9g/7+B2Jy0ybEq3ncPaHMgjQPdo8rOiOKnlupGMcDA3fdojVmoGfbxDlF2GOQWSLFAERF/+0i5miH5mwiSJybPmZXzOnWroXx3TK5ZZOB59YIHu5gXyxIw0JB5cQOTl3IDpf+9ChRf0pmQX5ZdHTTPzlPfRZSW2CDmQ1my8TyEjpjKW5vwNDDG+hrRfLLisYDCZW3HRqHE6w2BKc61I5o8isGPTc0uXVN1Jcy/y+EbnLyx27QHs84MLBL5byN3UDM5bsCA9h41EclCn/TQAGdIRHA5pcNNh8VkED1Xg+diYRur0aFJoVFg+JoE2e8TW7VpHk4pj0ldabKeRszEvF0+bbC+naZcCCj8raDMjWmqYnLKfllRf6PZGvT3CiSO1QjKyXYDZN2x8W57ZOZIhnRpsZIobFWJOpNCT/UFFDn6SZGKSa3YuLtakGDT8V4mwIKBdl29s1VKd42CWdDTs8s0W252IcaOA0IfnuEzlRCcbJBY13qfG5VoXoj9EjIZx95nc5n6hgphHdLGAMhxQWF4yWYbVOItEo8zKSK5uEEp6Fo1XKULjl0RjLyy4qBNwyMXII91saMYKKnRpLTdOcC4lLK+ididNXFH2nx9uKkpHy5KQPjNZyagXeshretsD6xQ3a6yd5Lo/iLNjvrZQYf3ER1Dcb6ayLlSWWlP/ItQ9wGvRntCTCcFOUnbG+WiY92aMxA93iH5tGIXE8gWsNiQuNiH43ZjGNn7sn4eH2AoW9JWce9mGPnTMbY0fe/coP/VxoKH9ZaP6S1fnj/5/8Z+J+01g8B/+P+zwA/Bhzav30O+LUf9Ic/EJObSsWGElUU+TWNGSh6r0DfRU08E9AaEfBebk1WcN0+TZqYuB/bBrgvcOw+2MGaapG6UP5qHpWJzzMYTUhdRf3FNqV5KC+k+FuaxcUBcm/kSAoaf1N0StuLPfi7mtnhbREC35OmhN3WBHMh6795gGeevUxnVFO6YtM81aV8B1j2GXlVYb1TZO3SMN2hhNrDEXbNpDWlsesm5YVUvIqhIhjS7B1R7J4U4GDP13x2HlKce3VOGF5/MIGRyiTRGZOJ+V1OmLunCPs0zbovuO11RXMmIy5Job7vnIG3aeGerIlX9mhEa7GMea5IezrByCWUbllYgRiz47zC3jOpz0K3V95P6xM7sO3SXc+RW7EIhjWJq7APNyjctQhvVMAAY6YFqz5RJaP9WIeoPyXtTbDa0mU0WybdXV86tYGN4yZ0ezS7Dyf0vWNitEziuQ46MLEWPdqnAlpnB2hNZZh2xvm3ZjGrNkFTVoXP/bevU7li0b5TxixHKEMkPXrXwfMjfucbH6K5XqR8vApAFosYO7tVoOc6xMUMVXUoLBr0T9YwAmn06NDEfWEbnZMwl9ocZG2bsd462oRby0NCd0kMesbrWF5M30WF9Z0yOlPikFnyaL86QOprkjd6iJ5uEnynH+N8kdZkRjAR465b1Ds+Ts2gE9s4dagdTxh8J2H92Qw1FGL0dkkmQ7yLOQoXPZw1W5BMqcK646PaFvGtEgBz0+skUyFWoLh+9gClMzsE4wm1wwr3UIP2VMKhY6tsvzbyvsep1opUG+/p9n4eBijtf1/me+FSnwL+k5bjLFBRSv2NL+oDMbmB6NnC/ozMVHi7mtqccMdyl3waZ7oU1jLe3cobEWQtm/DlATpPSZHf2zLJNjwKXy3QOtGlfggqV8RX2f+mKYN41yMzFaufikWW0RIevhHJlaY1nYKTsf4UbLUK8nxsKXYnvqJw0WP3pOb8b57A25GIPxoWKgN/U/H0vz5Lt0ckJmbTxNq2SfIZRgzlE1WCPgmqSSoJPddEr5a5wi9LXdm2+VtStwk+3pD627GE0l0BLDaeDIjHI3leAxGFsiQ5aRP6LirsuknmanZPaMKRhOZSicoNsaB9/MkLAgHoC7AXPFqTGf66bD/fbQ70Ht0RTddUQHW+B3/ToPeyQXyyhdVWtD7RYrjc5MAn53Fq8ne7LRdrqoU91sa7mMPdtDBqFsFYQs9VA2OijbNjEq3kBdszX8CaaaHsjPaYEvnM5RxmyyTqTbHv+vL6chlq0ScrpqQVMY+3JjP+5OopGgclC/Tx6XsC1rTA3zBxXi5jjnTAzsi+0IfKhM7SfaqJESl2Hk3FUrZt0J7I2L3dS+ZndPs0lUsWjbaHmY/pn6xhdsW0fu/yqDg/LnrYLUXuhkv6ch+FXJf2mKJxPBKTvoK5pxcIxgQvZHahuykEmNQVBuDAeI1uf0pyuUw6G1DdLdCalOjGrc8G9FwySesOrhuj9xzaUwnpU3UJnmnLxBwfCOm7qBg+m+LWYOkbU6h1T+qqMy1ql/sp3rIkh2G+iLNrcvvqGP6Z6o9knGao93QD+ve3le/ePvfX/DkNfFUpde77/v1fAr+qlFoG/hfgX+/f/9flIY/9Tc/1gzG5ZbJaKN4zqJ2O6Luyj11+NUcwKCSLsEc8nv0X9H1wZJIH41ZeEqdO10HthzDfEs2ZkYivc+dDMfaeibdpEQzB9O9KopQ4ByCqZHRGpEZSuuxgtxS13QJmV2E3wKqbdEblcf0Ng9rxjPaYJhqKMfu7xDlFayrjjy+eIbcmRvi0kFK+A0Z/l9yGon22n7Bf0Xs9RbkZYb8i7FcMH5CTrnY8ozMjeQ6JrxkotgkGDPL3LNpjisySGD5aFr2XFd4dl+ZGkWA8Ac3914OGLJ9itgR7vfug5GZ+/euneOoXzhGt53n4o9cZegNy2xm5gTbBsNS36hf6heCx66J6IoERTEPp5TxGAlHXYvntMW6+ekDeiyUbZWiKXyrw1OQCnbEUlUH5lkwMia+Iax5JTpPlUpK8TPzhrkfhsovdlPpnZyZGWxqVSwThlO4HHE8FGC0To2mSmxAYp7ni7VvJFK+ffQAMqb8ZMXT7QN3J4y07BIOK/pPSxTTNjO6BLrlFi2Q6JHggpHxTQKJmS3yyTlMTbeTQqaJ5rp9gJMG551G5IVy41kxK54EuZrBvl1srk7qa8ZdM/HnhzF2+Oomza5Bs5mhNZahIRLe59f362dkBSrfE3O6fy2EtyWo0GpB4wPpTIflFi+58SVZpTZOoa6M01I4m5NYNnDs+rQkBotaOJkKPyafk71mETZd4MCYqi5/X6ijslmLo0A7ty73ve5hKQ8F6Tzdg593ozv3bf/hr/uRTWuvTyJbzXyilngH+OfDLWusJ4JeB/3P/d99THvL3Hx+IyU2b0BnJ6Axret62ufdJn/ItCatNiylRSVTixdsWWw8rkoGYymWLbm9GcQGK9wzam3l0T0xjRugc2hSUkls1cdZsnLpopOJixsI/UFiTbeymwm4KK8zdFSFweyLD25YrtDagcSShsKhIihmdmZjOaCaJVBsKw02lYzsj2ZH5qy6tqYyJr2lyy5bUsV7xaTwe4O5CcCxg9wETnSiCQU3zWETny0NMn1yjeNskf8cRa811xcbZEZrTGdGpFk5NJmqnpiiONwD52V+xBJj4eJM0n6G0vGarZjH4FgIkaJvEMwH24QZff+kMOp/w2lsPsP6RlOpJaVxYHUUwmhIXNMUFA+2l+Fd9kqmQ6ceXqZ5JaT8UoGsOfRelWTDw5Dr9T69TuOyy80jKN2/MYbUNur0ZSV5hL7vEBYTcm0/xekP8DSWUEFsTF6B1sov57TLF6zblmwrvjicElVThbZrkX89RnDd46olrhPNFslKCGSji8S7BUEZ+1cDesXBqBq0jEbn174FOM1uzuVVGpTD+qyblt12iEx2GvuCSu+5hJOIqyPrlnNn6cIzVMSiXO2KT64q0qD0qrhWzt8vMb8kW2NtRGIWYqDdl+2c791PNiqNNorLm0PEVVG8Xb8cgLmixD+7ZxAXJyYjKms6wJhoRp0XxloTUmKseQx9doXIL/KkmdkvBso9KwOxI6FHhkR3iuQ7mpnD/Rr8jOr/2IZH0kIomcWR2G39D0Z5KqLVy93cn72uc8qNtKGit1/a/bgF/DjwK/ALwZ/u/8sf798F7zEP+/uMDMblZAfReEfX/u5TR/KacpaprULkFrQnB+Dh1hbNm05rSVG4oqg99byWnuwZ2S+HuGoyeWScuyrYntyYhLMOvmORXDJxNi+KXCyRTIZ0RTbdH05mUAjyjIc2Z9D6fzdxHF039VcbUX8j2OS7Kydn7TcmDLC4YOMMdMktWLVunZatKBq1JscjUTkdM/4aQDHzl9QAAIABJREFUQvJ3HMwDLcrnHcIBzfLbYxRX5THjAyGdEYUZKKy2AQt5giFNbiujM5JhfalC/bAIiVFQuGcSdy2shondkGAdu6XY/lRINhng7ShG/8zBeblMfk3j33PIrxjY5S7O4QZpYtJ7RYrrTs2gNZkxPLZHVNH4V31u3RnBqptUXvXom95j8ylxNaxuVVhekIAeo2vg3XVJRiK0ndGazEimQ1BCEjEbFuGuR2kpkZSmmtjQrHUH94VtmrMJzQP7uPmCRg9LPF9rSi5Sr3/7GG7VwHBTugMpzqJLVkooLmckRTlPzF1LAAn9MklHZU3hkkdc0Nz+hz6dEY3jxiSeDPjWhKJwdBdjxyYZiZiZ3EIrMA0x2GdeRvnJTbqDCW5N9Hk7xz2SgpxvWWgy8RUofK3Ag5++Jk2Kt3uwW4p7ZyfIYvM+7DQ60UH3CCG4MZuR9sTMnlnCqEnRvzUlxOC4nDJ/b5BuRWF9s0w4K24TM1QYiWLmT1t0urZAA3oTei6ZREWp1fQPN3DqmuINm/639h0yoxpvwxKmX9+PhjOeavWebj/oUErllVLFd78HPgZcQSasZ/d/7SPA7f3vPw98dr9r+jhQ11qv/02P8YGY3FSqiYpC7WjMKFpHIjYfM8jdFeV/bkvQNXsvBCQFIeaqqfZ9DFLzWETvRZPcog0aeq+nrL81QmaJSb12OiIuZjQnpHhcmpecBe+6L8LdUkrlskV+RZHWHKZeyuj2aoENdqH3ZszmwzaLf0+er1NTjH8zYfcjIfllAWkal4qUFjPqhzX5NU3Yp7GaMnGYd3z6v2uz8Aua6FSL9mzE1P+q6Ixp+i7Lyjq3GtI8HOPe9ImmQzoHI6KK4IrKp3ZQmQh/jZ+okrpaXA1zgRB2Tc3gg5vEJc3MgU28bU3SsUhrcnVf+fEUM9LEBWlItMcz4qZLOF9EGZqN51LRAOY05miHrRsDsr2paJwdQU/tPhJTu7pv4C8rzBUPoyPvZ+WGwmojVhMvo7BkMNxfJxiRlZYeDlFeyvInBdBZnt0Ti9NQTP1Cv2Qw7OcV6ImA3p42/Zc0pcN79H9yBbsl2apZaOEMdijfBnfNpltWgjE/0sJIFN3RGBXLBQ4EmVS5ruh/S05zy8wo/qNVBib36A7HlLwuxniHRw8tsPsX43g7iu43+rG/USZ/zyL7vUGshkm3oijetbACgTMExwP8RYeV5xX/5Jc/z7mvHMU90KT/Q+skOc2JZ27jLTrUTsR86idfQ695GE6KduQzNGsWN2+OkVs3KJ6uohKFs21hFGPGvmzSnkqpn4yx1kSuEhc15Vtw85d8oq5N5bqAMjsjEl6dX7LYWa7Q85lV2mMZSU7h1rQ4YSoZRiR5Du/3+BE7FIaAV5VSF4E3gS9qrb8M/FPg3+7f/ytIZxTgJWAeuAP8OvDf/KAHUPoDwDsv9EzogX/zL3nx6Qt86y9Pk9vQVB9JcHYsuWpJKYrK3ZTaQVNyDnYMwpMdjCWfT33sLF/88yeIyhmFRXlju71IEK4Wk3H/Bc3G8wn2jsTdZbZQRd4N+M2vKhonI5SZYa+4jH0zYvkFB6UFnRQMa0p3ofqQZuCc0Eq0pSUAZrZNGu9fQb/qEQzKhFu8KtvM3qsyeYf9IkRWGTJALvt0xmQLZEYQDcW4azb+lqJ2LOHw4TXuvT6BESsOfniBqzcm6DtnUj0ljQ8iA5UoyjekI1tYVjQOCt8tqmT46ybxgy1sOyX/+RI7H47IX3VpHw8lYyJQEvl3A5yf2aT9xWHqRxK8TQk+duqK9qkAtl16rinqs+DuKXIf2qbR9og2cqhEceihZW5dnpA0KC/FuueJZW06xirGZKkS/FDNxIih79FNNndL9ynFxNJEcbfF+WF291fxLUUw12V8ZJflhQH5/13xgXZG5X3zdhTBiQDPj4hvlRg4tcnaQr8wAQcC4tjEWPIxA4W7C8f/q2u8fvYBslJC6bJDayrD3zJoTyV4G7Li1oZsa622otsrzpW4INw1uwG5n9xgbaUXZ8MmyYvWMRiWGMe+SxD/g1321ktga9wV2Y7a422SxCRt2hIp2DSE/hsaZH6Gu2XRHUoo3rZoHo7x1mwyR7au/rxDXNSMnVpncaUfd8UGLaiqwrImKimpyx1PUJHi8PEV1r44RTigiQclxKf/Cx5v/t5/d+77JBc/9HHwRF7/yp8ffU+/+7OH3n5fj/WjOD4QK7fEF57Ytz5/GpQUlAdes8itKqwze9J97EL3F/foHOmSWzOIypq+L/nklxQv/fET5DY09lSbwnpK/VREz42Mbq+i/mxAMhBTnzXI9QRUroO3o4kqsgI0Q8XoqynpM3X8BQdjy6V0B1aedyQf1ZethN1U7L0YULprsPkhCQ7RBkTDMcVvSnxc/rxPcaUr6UqXZNWUX4XNx8D49A5GBP/DZ/8IbcDgS64Y1+dN7JbCeqCB4Uk3rz2u+dBDN1ipia7Mq8LVaxMSqfdYjLNrUrzmkF+yUKmiflQkIGZXo3sjAUlastX23izQ2c5z+J9dp+d1h9ZMQu6ah3uyRmcyQRsyYWdawJLepkU4ksi/j2SUXvPxtgxqhyVlXStovjlAt+7h1ERXt/lnUwBULjgU3/A59PQ92ZabGtMS0TUKBs5rktmAaiNPWnc4NXePfF8HlSjyixbRVBfdK9s3+0iD7okO/k2X5bsDFO5aJDnpPId9Gu1oSnO7QstY8YhvlXDqip1zQ0wd3AJTk94pYN3O4dQUyVyH9rjmtbfnMEc7FPvbNI7GmJFASLEzwvGYuKAJx4WPpy1IKwmpK4n37akEM9ZU3ximcNOhdBdBb3vQf2YTq6PYfj6itlSheMuGrkE0GZEVU7hexFjycTdsrMk24XjMpx57B5UKiTf1ZDX+2E9fRHkp3QNd4rGIYm8bbUJ+RRH89gi5Ow6FZSS74lSdvaPQHtc0n5T30ezvsvDaJO1TEhSdrwToNY/qyR8V8ujvvKU/1KE0BIMauyEevm6PonZEul+tWo72uLDXKr+aR3fFFF9YhK0nU7yf2KS4nFF9TE7I1Y9oyucdqieFElJ+xcfesukeDvC+WmL3OHSGFc6ewuzK72ydtghDW7asc7skebUfLydXa3/TIC5A4dUc7TGNu2kRjcZCd1h26AwrKq96BEOa6hFvv8YHnWGN8RNV5v79Do23B4gqmn/zxk/SGU/I/eM1KjfA/EiV/Kqms5nHue3TmUxIx0Ne++5Rul0bI1aUf3KN4h1LiLsN0d21x6UG13dBoSoRh363zu7TXYrlgMyB0ZkdVC7Bq2r8VYvv3pgl8RUYwrZrLpWwGiY914FKRPXiIEle4vDyCxbp2R6y/pjaiQT3iSra1JTe8CXsuZxRuCXY8Z4jVdpjGp1PCPtkoC98Rci8bqlLt+6Rf8dndHqH9adll2C9UwQFF+YnCTqSfdqeTLDWXf75w98CrRj9tzY6FXiA2ZGLGeWY2RfmyQa79J0zadzspXlIpBfpeEh6pok2YPnKMM6OWMyi6RD9iOSVWjMt0IqpXzNJ3u7hseN3SR1Nc7FM6bKDWTexm4rhccknsNrcx8Xbdoqza7L3bCiJVzMJey8E9F4R58neq8NoS2AJVssg/9FNei6aWBsORku8rkYklr2o4zA8vstf3TxOcVHBaEhSTNk7onntLx9EhyYPzSxhbjp0r1YoLMkFduvDMZ3xhOa0rKD9L5dI+mLSfIZ7JYc2NMrIiEZjvKs+VkeRXCmJL/ne+x+nGkWszfd0+yAcH4jJTRuQlIVH1RnNJEV+H+qoLCEgmAGsPOejQpPqg5rWFPS/abJ1Y4DclpBIS58vUFiwqJ+MhR/WUuw9EeHUFNaiR21Ok7mSGp45Ej1nzrYYfmINc8HHakP9bg/l+ZjigkFuVdGejWS1uK5pT2r6L2jyq9D/qk0wlFGaFwuPWMQk1SockIna6ih2liusPz8o6vaBlN5XXY4dXWb+9jDBoGJvrUxnRFG6aeHUwa6ZDH3BxZtp0vcln2g2YLfjS7Njv1DbnM6wmwbetsHOIxmFQsjKCxVJgLpaoT4LBTvCuefR/XQNdw+8otjbyETn5ValS7rzcIpzzyOupMTFjNy61BA7I5mAOusmxV8v49QN2uOaJDYZfAtah2N5/C2J33M2hcXXmotITzU5+dgdosAmf9cmv5GxfnMQMzDIdl26JzugNMVKRyL6dg0wNUku43d+/UWsjuLOT3voPUdkJAMR3o6AMa+9Nc3hiU3CXtm6ajcj/+0C3nWf7GZBLGORovRgVbaZVYfOVh617BPWXVCahX8mtJNzr85ht5QE1pwOZZLYhc2tMoPPrInUaDik/x1FsFoQ7P2rHrptSdL9hkduWxoY3b6M5z92HhBhs/u/9xIXFXFJIA7RSEx3MKU5m+AsugzkJKu1/kgIa57UHf2Mbm8GpubaxjAg2+H007uMzG1hb9qURptEPSnJ6eY+GlciLp0GFO9aDP2Rj7vsSAiNK6WUsE/TfbHx/sep5v8LEe+P7PhAPAutwF+1SD3E8HwwYuitlPyKovSaj1+VlZtXhYG3FWmvmKfrc2KU3zrlSILWSZkcpfOn8Lc1438u1Fojli6qt2XS95pNflUmiyi02Hh9VPIyP7aHGgrZ/qUOjQcSwn6wqjbGjk1jViaxvQcMkh+rsXtc03tZEQyIOyIuasxIMiijyQinoaXutSbq/vyqQkUGrXHF7e9OgyvRe0YhZuBCQmE9ozGXUL4JG09p7G+USXJgrHm0FyRToDsWUVgy8Gaa2C3JeC3eNmnfrtA6kGAea5BZsoVffHUSbwfCKxUyE8xzRaznqpRuWiQFTTgRkTkau2HSfzklv2BRuWbQmtAEZzoMnZUBaUTQGTBJPU02GVB4LUftp9r4izbJ8RbFKw7BXBe3qoiLMsklS3kunD8oaG4Xap9u428aWDMtvA2T3Bs5/GVbVoe+dETtcherIxkPAxdSBt+CA3+RSNRi3Sa3ldEdSEgLGc1/N0F7NqZ8G8yaaBfTh5pYHSVb7qoieakfM0TybcvRfYlIbrxFtuOS5DXTL4UYkSLtiSXrdUvgA9TEp5nkNdmGJzWtRDRr2hDhMxrspkFzzKTnmtjzvvTOCQbeVmR3Cyz/XEJ7KkXFMsRUy8RfscAWWOm1t6ZpTafYKy5WRyZqoyCuB7SiW/VJihJIE3+nj7WFfpy5Bu2OKw2IN4pUH0sozIt9qzmdET3WpP2LNXLrmuZcTM91xc5paYo5Xy39P4y+H+Z4bwLe7O94bt87nJa+X2gvvOVjuCkrLygyE+pHU7YeNgiGMuympjmtMOrygTo1xd4RMd6jNIwFDL4JlSuWUDSeC9l4wsStqvuTQXy0gxVq8puCVcqf98nmWtgNML7aQ+9XfPoKHVTX2Ec3y6SY5jOSqZBwNKbv/8ijUkWyL95FS55AXEnJCim5Gy61B8AKFMFkzPDZhMZJQVF3BxKyAwGqadEey8hd9Fn6dMb2KYXyU+ovtpn+fELtWCJYGw1ZWbaqfW/YNGdT2ruC0fYfqMkEONFGZYrkRonP/fhXQSuSQx3iAqQzAe1xkUYM5Ns0Z1NUAs6mTdSTohUEfQbBsNQok96EpOGwfUYGZPEetMcUcW9C2nBoj2uyWwX8bX3f0K9jib3LLFCHWqQ5mUmcXWkQaC3artLnC3R7M1pTGT1Pb9AZycgtWUQ9Kc55iZ7LTjZ54F9dofOZOgs/ZQkevmFQnzEwOwZGPmb9EzH9I3WiknQNU0/zM3PvUHlmg6hHtt29P7VCXNJ0joSkkSnopjUb3ijTf84gHQ+Z/6ci4DZrFmZbKMedg5F0YDPwtuWz189LMFDmaLq9SDNHQTwTUH8qZO+YxohBhSbtUSlp6KpL/1sGzkhb6qH9XbQJp+buSSJZIinxblVWjioF95bPzmmR5bhbFipTlB7epnUkwmqYRLdKVL7pU7xrkvhw7NAK/nPbZDMBuTWDbL5AcK6P+tMh+QWb6hMx2pWdUH3uR5Fb+ncrtx/6yGyFU5etqMqg95seky/Jas1fNVHJfvBIRUS3VltqTu3DEU5d0XclpXQXxn7foTlpUDsR05zJyJrSjdPmflCupRn9fYfNJzO2T9r422K9Sddz4kDwZCBvnR0hvyJBJ4N/fwmnJp08XXMoX7FZesEm7Yul1uSl5NYM9HAXs2miugalhYzybdn2WrsWOydtyCDuF5yTWvIxYrDH23T7NLnbwpNTezbpWo6lfywE1czW5FcURs3CvelTfSLGXzMxmpZIW2o52brfyUMmK61f+9ZHMUPItj2sDvR9yaf3imgHE22gYoW7pyg/tENu2aL/oqb+bCBJWXlJsCrekjjCvgvG/cGq9tFP/oasYOqHBO1u70nIjoqUBAffKOD2BxgDIf1nNhn/VkK0kSMZiDnwX98U7VtLsX1hCNXX5eCL80IEMWSyjlfyfOO1E7RqOclASBTxRJdgXFZxWdeElkV1pyg0maqB1VH8yR8+y+blIbSSMsfCygCFJdCBJXWv0CB1ReAd9in6v+JhLnuoVFG6o8ivSMd2eGxPao69Ce2xjGAmojVfJneqSlwQn3LpoiMd1Y4lQUGFDCvU9F5RTP/YAvkVA11MCAYV+nZB8hVu5yjNay7MT1K4J9kdxeEmIz++hH6wSe81mSC1rRn8rkmS08z8aUx1ryAh4KUU82CL3acE5prkNVfnx6je6iP/eg6VQvkmhOMxjxxYFCnSthBOvB11nyb9fo+/ayj8kIc2wGlowsHsvnBz8dOQPixJVUleE5c0dlvTOCKNA7tpQCqJTjsnTQrrMUufkL/Xc14GS/9bJtlkIBjngwH9F2DpUxlGKOrzzqBB6mqGX5fHaM4mlO9mmKH4V3MXfZa/OUn90S7d8Zjpz6ckeXAawkHjQJuh75h0xlLYdvGqCqdqsvWINC1UbNzPgfDvScHaH2mRWUI/6bZcVAKdmRiro+i5psRL2bRpH+tiNwXZlOVTeV5Vm7ik6bsgbDR7RfDTZriv9zI0dk3CW+ymaMN2Xgxpj4m+bfPr4+RXJPm88+0BrMf22HoEjEWfqATelqL/cixgRA3V05lAPEOFt21ifrtMYS0jGElIy/vwxek2yUgXd8/A7g1FhhLYWLdzbF8YovTfL6N6IogVb1yexerItsvbUlS+43H97AHC/ozh51do1n1Zvd/73mnp7SicRRd/xWL040tMfMFAW5rcDZewTxMOCDzSqQFKYx5ooe2M6d/bBzom6n7cYtIX41YNWlMZ288LiFNNtQmeb5F64rGtXhzkn3z2JaxtG2/HYPjrFpmfEZzrQ3vSVOg81sEKRJvW7HjkBtoC+nwsZrNVlIl6wSEuiJVOm9AdSmiNKywvZu9kyu4jMc2dPIvfnSBezNP92T2RJlmavR9v4+4qFn5JYzsCSs0tW6iLRY5Or+F+eIfCsV3cFRttQPNARuexDjuPpswdXOOd78zBWEDSJ53nBz55i+zwj4bE+3ewyh/yyEwZSCpR2E2D8t2IoVdMwm2f9qMdBt+C4dMbxAWF6hqSUp5Bbt6m51aEtw1bpxxyyxI83DwglioAVn06oxlDX3DZe0DM3j3X3xWzylJ97eMJpbsGVtNk/cMZThOah8QnGQ6m+Ldc3BWbxpSNVvssseEmg3/is31aUokyL9vXaEGazwjGEpyqSWbLlrA7t5+Z8EdFeo9U8bcUQ9+wyK2p+1266qMJ/a9b9/FG7UOCUceArUcEqOnUJA1MNE7gbRkEMxGHf6MLLemoJkt5iougntlDJ9JpTPIif2kejrFu5mgfimhsFiRJTIHdEn/lys/HhB9qyvtXSIgGEllVptAe02w+CsOvGig7wwoU6m4ed17iEPVinvZUSultj5HXJWv28tVJnDu+EEQCCY45/Nw84YCm/XyLpJjSd0HR7Lr0vOYy9opsab07Lt3hWDrYZ3YE56007WGTsa+Ly+Djz70Dg10MO5PAHVM6kfkli6WPWYTDCe5QB50YFOcNrFxCOJihvZS+VxxUZOCfLRB1xSlgdQANv/Hrn6ByE8KjAdUTQjYJJyLGvyLnVLrr4hxuCOH5VoFTI6sko12IDNpv9NM5GlK+kzH19BKFmTpOXYk/eTLB82Ls3lDyZQ3oDoj8J3qtj6iS4eyYxE0XAPuuj3G5SM91YQkaCSzVKlTnezD/opejz93BqYvOMAktirctbt4bIXU0OlWojok24OLyOOla7n2PU4n2s97T7YNwfCAmNwzpejkNhVOD1eccqidEFW7fzFH7dBv3Vyo0H+rSe9mgu+cRzoYoDcsfc8jtZDh1TXhUEqiSsiCNqqcz0mIqQMd/tEs0lOCt2dRnxaWgDYlDK/W2SXzZulUuCYm3b3qP/Ec3cWpS7+sOJew9G9JzO8Xs79JYL9KYNDEjmXBUqogrUt94N6ezOxpLcXgkQW2KELZ2yMD5jV7iAjSmDdqT0g2MCxp/SfDd8ZCsTv17DnZToeyMwSPb8KE9rDY0jkcyYfZIZ9Nddrj1WY/pv0jEKN5VRD9eIzrfg3fXRWko3TawG0pcHIDRtCjckRDlZKRLay6SPIW6g3G5SOqBte6gYoPCsV3Jamgp0nzG9mnQgSkrxoNt0iNysUmHIklzejRg+yGbZCqkONrE39TkFiTLQUcml69PYs62SBYLOHsm9cOwc6ePxrMBQa9Je0K2g2ZTgAXt7w5gFWO2/3CSxgxsP2Tg9Qd88a0HyUITvemhYgUaipUOnSPhPtxUOnxPz93G+fg2la/7aAPsXYvd5wUT1DgeUX7VI+yXRooRCYOv9lERBlduQDbYpXLBYf0zXUp3weoP6P2tPBxvYgaKc6sTKFPj7MrnrmODjY+kFJ2Q1kIZqy2BPNgZrZUSccchy6XYWzblaxZG/D2hurejMJom2oKoJyWcDak+FtOaykjPNAluVtBuxs6TMefvTJE5sPKVKUqXHFonu9JRnTew533MwKA8u0fx2z7TJ/9GG+Z7PP4ulPmHPswAiBV9V1Max2PspmLwnKZ1MpRGwHyBrVM+5bdd/GomAklErmBEUD9gkH68xsCXXeyGgVU3ST2Fs2tgdAxaYwbJS/2465YEpNQVO4+kzPxZh8ZcSmNDGPW5Z7apP5CSv+nQuNiH+s0BuoMp3o6Bs21hz3vUD5i4l+Qq2JyLGXpTrFrFO7LlzK1ryZismswdXPveyWpC2KcIxhIa/7AhouTeTDyxgYW7p+j2ZASDisJ1R+pmNkw/sUyx0mFjsY/0jR6SHBz4I9COoJJah2O6Q+IzXPtcRLdHYAKtlRLFe5pgPCYpZNQfC+mMi7czszXlm+LSUL1ddMcSTVpvhtk2pOFQk0wAIzBoX+olc2X1Vpi3yPpjzLbU6OxLBdK1HO6hBjQs7C0ba9HDiMC75uP+ZYX6UyHq4boAKWNZxfgvF0j7YslGbSu0nfHgxArbH4rJHPGfqlRhHmjRmUhI2jbepzep3BCJTXqnQH7RIjfvkLkZ2tb4002i8z2oXQdjQCxf8Wqei394nNbZAdpjCne0LZ+JoRl4aJNcT0BUUYw/KDZFQ64rGAs+nT2f5rRCmZrw2SY6la2uc74g/uFLRZKCptt2BNZpQzAiWafEinPXDuzjzjVr74yg7IziHRN708bIJ9IwO5KQ+iIfqhzYozOiyXKy8le9EfaKS+myg79hkMwXeOEj58GAka9ZFK47+BuKzpEuzZkUc9PBONi6v721m4rwrT6iimJ+4UdE4tXGe7p9EI4f+CyUUv9RKbWllLryfff1KqW+ppS6vf+1Z//+HxoFDEKyQMHKi9K5as1F7JxU+Dc9QRuVUgprGepjVZpjJsGgRncshs5Kx1Sb0Gp6bL/YxUjk6md9fEcyTCfaeFVN8FxTEsmv5yRz4C2TpY/nGTyrGHrVoHEyYq+ex98wCYYkDm/jQ5r8PUvw4sg2sHUkIqpoyZXsGtSnTaJRGRHxrRLtCei5Lur2mzfGyBzIvIyJr6VYbeGphTcqhP0Z3rZBaR5KN6z7afFROaM1G+PuaeJixsrLk7RvV8gtWXRmYtrTCcu/mKAi2W7aOxZWXVYM1jtFSvPykTqDHTojCq83xGwbOPc8iqNNjATyK9A8AJ2pmMLbPsPfMQT3Y0JaTonLmsbxmNyiLZmryxAPxsRFmUztVQcjVpTuSNg0g12CxSK5VRP7UEM4ak2Nv6XZeSRldnSbh4ZX0YGJsytb9bBfMfaSievFGKfr2HWTlX8/i5VL6JvZY+yVTDrQKxJP6K3YxKlJ8wB0e0Raox+t05lMJCpxwyK4V6Tbl2KPtVHLPjow0b0RzdmUYDwmdTVh1af5QEzStlnfrNDZylNYyVh7Z4R016U7FzA8VaWwBOaeLVvyDRfHTvCv+Bx4cYHOaEY2JxxBo6vQXYNkroORgMoEFOBuy9as72ue6DhHuhTKAf5ORt9ljXdNAJ4qE8N83Juwt1ImKaU4VZP+N016X/boPb1FVJGgJDNUfOmdE/hLNlufCsksQcybm5LlkNkadbVI90xLKMAdGVvBsUAyKn4Ex9+2ldtvAh//z+77V8DLWutDwMv7P8N/AQoYRMXhblmUr9hkg11KVxxUqijfzWjNpNh1k+pxRW0vT8/tmMoN8Ncsei7t0e0VM3PhnE/pdcHDpB7srJcp3zQw3inSmlCoq0XCARFFqhTqhyBzNc1Jg+akgWqZOFdyBMMp5miHbn/K6LdkIOU2NN6OojansbdsORlzivItE57ZE0rJmQAzlC1q/ZAUknsumeiTTQoLFisftkjyEEcW/roiLad0T3TYfTAjGJJGSVSRVYnqGrTHZbJTmXSQo+MdrF0L7Iyk5uDtGJRviqTBDBXtCRFr1k4IiFNdLZKcbhLWPLSpMY/XiS5VUIkiKu9DMbUit5VhRpryLZPCVB0SxbMfviR5CQY0H+oK0+2iQ9Kb4C/aRL0peiqg+nhMMh3i3PavDl7iAAAgAElEQVQxIkXxuU3i2yW6ozGtcfHSGqWYOxfH+e6FwxKy01Tk1g26fRl7h0w6DY/4eknsbQ8oxn7HphW47B6xJL5uvE3xikN3JqR1doDuUCJATQuGy03RjgGpr2XrbshrP/HEHVSsKL8lW1bVFTQ9gAoMitdtdGjKufWJUAAFN0yyrslYoU6cV+RX5fP0dgyadZ/yhze4fn6KwqJBtpwX5NaZHdwNG73mkUyFqFjhHWyIhnDXYvfF/fPinken42KFmu1TSpwodwv4q/IcKpdtcDJGD+wIemtMUT2TUa3nmXp2ke0Xu7h7YBZjaZ6s+oQDktmQlFKCoYyslBBVMuKaR/NUSPNQAkpTKIaYxfi9DMW/8dBa/e1auWmtvw3s/md3fwr4rf3vfwv4e993/w+FAgaRari70vUZ+aJDt0fuD3sU7raJebCFUxeBZmvEovWJFtN/usP2o72yqqhkpM/UqZ1ISAqa0kIm0WsViMsCSHRO7REOJyQDMVYomjS7IXWacCCjeNckGE0ZOqsY7W2gcinrT8q2KBgUi01uTfIa3C2LxtGYOA/JuR76L2mcOyLv6IxmlG+JdKUxq7HPSvfMnm7h7mnseU/yNBOF3vCwWgaFRVBeKpqrUDp8SU5WT3FRU74Des2Tdv6+WT4cSmk8GWCueqBkwi7fgfxAh9YERLMBfX8iEhEjUXhfLdEdTHEa8n4f/akbOFWTjecT1p6B+qEM9a0esDTf+fKDNHfyJAWNMjPcXUXzYIpZs7Ae3gNDqCP+PQf7riDGzS6kfzCIU1Pk5h26gwmdkQydiJPCKMlW1nhij8JqhtVWZKebPD13W2ISa0I/WfqZlHgxj1OTZk+0kSMc1Bhbrmz5gBNP3KH8Y+usvzJOOJwS9abEpZTdc4MYgUE4HnNpZUzqoHkR2I7PbRHveRw+tIa//j17UDIc4VzJkdqKEz9/BTOXcP7tWQCap0LBKuU0/f1N1tZ68bYNmkdirECAmns3eulOSOPHdgRP1K755JcVE4+sUn7Fp7AixJOBniar+2HgZimifLxKYUXS0LoVsHdsNq8MMvbCElE5wx3qUHo5z63LE2RNW9Beax6dp1qMvJah+yLMYozVkNeTuys12tySJQE4diYcw6sV9Ib3g4bhDzykofC333419C5Laf/r4P797xkFrJT63LsI4rQlei+zq1h/WkSZVgCNgxKakv9qgbggEW9RWZHeLXD35/twfmaT2gNaBrCR0XfOJBqJ2XlQUVjRdGYi/A1FMJKI8DYyUB2TxvMS1acNmdhUImZ1f9UktRXt3x+h/KaL7o2pfD4PGib/apckJ+HOg+9IXSUcyOi7klI9JqEolWc2MEc61OcABScfvUvljhT5w5pH9fGY1IXmWpH8okX/eREqm5+sMvJFh77DVYK5kNy6QVZJsHcsUgehcewaBOMJ7o6Jv2Hibpvk3/FRqfDluv0peycykstlht5KsRY91j8RY+9ZGDMtwj6Fv2oR9ouhfjsoEA0m+PccnJpBbl0kEmRyoTFcmfytJY/2VIp2M+zpFs2NIkPfMZmYqBKMJ1jBfniOCzOfu4lKITvVJLdkgdKS+zod89TBu2gD2gtlNp7OSGcCCi8VqEU5nLqi/lhIdbeAd9vDPdDE+okddh8SsolzuIHTULLla5pcWJhg95sjBAcivE2TqYNb5JYFN+7uKchAb3gYkbhU8i9ssnJjiNyyxd3NflCQf2ET5aUoU0oQzac7vPm1Y5gLPuaIhLDo1KB6UlE8XWV7qYdcOSC3rrGLXeIDobADqwZGTbrU/reL6KkAUkHCb9SLNJ4NyH1mg9TXbKz34G5axOWUbNdlZ7lC+9MNjKGQcCDD3xAe38rLk2SOxjQz9o5qrEBhtgWJ7+4aWFcL1A+Y6NjAup3D3RPXTuXZDboDQjxOHY1qW+I2eXiD4aNb/4VD/f82av9/LeJ9zyhgrfV/eBdBrHpzWMcb4n0sx6SepjOS0XMNmlMGUUkRFzP8LcnJLNwTIW/zq8Nkfoa3bfKzM+/Q7VHYmzYD5zWdYSHldns1OBn3fk4os7kVk9LX86hyRLd3n+baUjh1RedQRM9nl4kLCu8nNvHuuqQ/u0vmwO3PVogqGdrNqM1a2A1JUlr9VCJp7G156fGeFNNnnl/g/NUDrH4mJr+qsasWxesO3o5i9g9j2ocj9o4KnHNnq0TYo9hZ6KVYDmgdSMjfdIh7UvwtQUVHxztMHNgmPhDe13ZFFc34Y6sysV6x6HvHILeuWfnpGHdXSY3rcAP7rSKdWWk2eDuK/jdMan88Btk+0jtVBEOS9ZlbtAWRvemKeDcFCgnOtkWaKko3LDJTsXZpmPyCRdgnUMnKsSqXv/gAnZGMnz78DuFARm68hb9uQaq4/NvHyQYitK2ZObyBdymHV8+49/kZxp5clabKTZ9gNJHa5asD2DWD8GhAOF8kPtKh94KBe6BJ7ppHXNQ4azYTzy2xeHcQM4LU0cx9/DbKS+m7qEgqCe0xRe3sEH0XFZ3ZCOd6js5kwsZiH0NflgjHzmiG68Yks4E4LNZyEBn48w7eAzX2GjmKI01Kf1pk75jGPVfg1PQy2hSJjTnawTrSwGpr0tjAX7LRVZdO3ce+nqPayjH0pugUnQf3xGkRGHgbFp2GRxqZaFvQ9WYukebWqjgS0GDXFQ89fhv7zB7hkYDC49s0D4ufujsqSWbWts3WxSH63hFXiT3exqkZ/Nyxt1jZ6KHHC9734JaGwt9+ndvmu9vN/a/vXhZ+aBQwSFHWfKUs28d7Hr2XxWu3d0wM6M3ZhPyKIZSONYO9Mwmd2YhwQNNzwSQ60uF3f/953JogsDcf15ghqE0Xu6lw12zcBUGA2y2oPSA1uvyKgRlAMtfBCiBXDri72U/nqRbbVwdIXU37bD9OTZOWU9JChtExaR6S0F1/W+PfchmerpLkYPPyEEYhJnPg3pcOkF+0KJc7VJ+JKC5IXkNmwdILHgNDdfwjNbGdGZq9o5rcsuRl9lySwBF/1aI9ntHtyUgjk43zw/hXRM7Q94pLdzRm5ewYupBSezjCq2VEZcXEH1g0j0f4axbtmo9bk9VtftUgv56x81RM+/nW/a5z6mn8qSaOm+A+XkVb+8JgU2qUhpMS9af0fDFP8HiL7acT0nxKey7CSKUm2JcTNA+DXf7Ta08B0N7IU3h8m/ySRe1ULEb5DNZfGSeqaFY+kRL2a1beGMPtDQgHU3LLUkPrTCREQwl+XgKy/bdz7D0XUskH6EfrHHhiiagv5c7aAGY5ojOs8aaanL9yADcX0xlR96Uudks61bnbEgDtbpmUr1rC93Pk3ApWihiLPkliYo52sBsmqa9pbhRJa0Ln2PhwSmZLl/7qxohIfDLwXy/Q2cqz82gKNYf8Yzsiqu6YBGP/F3tvGmTpdd73/c67333rvXu6Z3qmpzH7AgwxWLkBokhaNCXKWiJZtmWVk1jlVCqpfMgnf0i5ypVylfPBcSKXl5Jt2QodkiJNgSRIkNhILAQw+772TO/L3e999/fkw9OElEoskSLkQsk6VbcauNP99u3bfc57zvP8/79/QhTa+HUDPRlgfqcm2sJpCfdxHjgY27aw3+a7GEsCSTCfaJHOiFzl0Gducv7hDL1ODud2js75ET776AVST1O6ZpNbsRh7V/YQnQOwczqF60XiUsa/fvtJ6NncfGPvn3Gq/7/HfwkOha8hrHN2P371jz3/E6GAAaxA7v4Ae77jC+k1kEJuZsPMtxXejsADebxD9YINsUT9hTWFeTeHP5GReIpsLKTw0CR1oXxbMZzKCMeEdyZGd4kRjEvQn08ZzGrSLY/eQkLejcmaLoXXizK5DwwIFgLaZyPcNQtn2yQrpmKzyoQEMpyL2boyijY19ctI4vhkyHBPit2Fg40tUJrBNMSHhqLFK2fs3Gjg2gIAMLZtOV6WNZWrJpktuqfU03jbBtUbCtW0icdiwrrghVqHd43/Iylj37OpjfRYf9xgMB+zc9jGK4X4szHliw4qgcoFUcxvfjqkcNtB3yoyOOnjT2ToOZ/il0sEHRf1h3UWjqwIUmdDgJzZlofdMsn99TWsy0XIkEDknoW5v4+uR3RCT46kAwu7bYpvcttk+3aDf/Rb/wIy6C2XsQYG1qMtRk9uUB4ZSHOmkuG8WeJzT71LmtPEdclDJVWSjWGJe4Qtl/arEwxbOW6/t4fCfYtTex+Sz4ekhZTAd8gvWxjvlfDHM4EoVCOhzGQQVWUBCEdSjFiObXtHmvT3SeHdPNAnHdgkgU3l6A5RPcUsR7L7BIq7NwNvrkc4tDH6UltKPaTuZWkwNa1unuplC22LdzZpO+ycSZj6kkP7dERY06iHUquM5wORvLQtCl4kNdcU/GtVyj/IYQ0U1zbHmfiyKw2QPkQjCS9cPULqapICeB/ZQWUad6FLbkNRGBeHw6HTSyzuX0VF6n0c+08z/sI5FJRS/x54A1hUSi0rpf428A+B55VSt4Dnd/8f/gwoYIDUlZBhNJhBQuG5DcxAMEf5rYyNMwZxQaL/osgkv5lhNy06RxKhpJZEI9R73Kf+movb1oT17H2Sx+gbQrUQmxeU7su1rL5BktOohvDBWtfrlGa6dB4LiUZSGpUBOhAml9uUcJPyaJ+f/dh7hFNyfC7cszFD+WXunJTJ03jZxVs36e3TvHVjXuLlJhOUkeFdlc6i2zKIvzGKSsHbNrB8aSIM9mi6iynBR/qCSapnNE+mZNWE+ls2uQ2FVwkp31aUrwjV1R9VtLZLFJcUdtNiMJcSND3cVZu5n79LMCKLebArJh5OpUQjCfY9D51PMe7laB9UzH1FMZhS3L44Q+9QRO9UgLY12pYFcGl5BH8qIT8yxL9WRXsp6mIJa82l+9o4/lRK4Z5NXE3Z98ga4UyMNT7kv/+9v41ZiplZ2JT61kaRtZujJG/VsKoRlGJ6izEvvHhG3qdAiLvzB9aZ+bZC5ySRXqWyo5uYbuFtS3Piwg8W6K2XKE31qL3i4S8G+IshhX0dKjcU9IQAM/rpZZKyaBbtrkn7iRBjNODGzWnZLRqQprsstw2H3tCldEtQ7dmxnuzi5yTnIvAdVNMBDXNPPSRzJCuiesFGeynupTxagVEQGOhTJ29iV0K2j5sYTkphoY0Zgjs14MieNZJKSvUGbG+LlMXbUjz33Dn8j/UIDvkMtwoMxkxUbEjo0YagnIxYvNattTKbjxpk5yrSXX+jQu9kyNULc9y4KY0Vnf9gMhQ+yICYP+/x43RLf1VrPam1trXWM1rrf6G13tFaf1JrvbD7sbn7uVpr/dta6/1a62Na63d+3BeSX5eGwsrHSrTfHGfyjYjUExW/t6WY+dV7FJfELrP21O7XLEmBXHsp4ZsNsp7NztmY5lORJLKnUqBtHhWcOCDm6RHZFSZFqaGx6dKbE79qt1nAWnOoTXVovjtG9ZJNZomp3n9syNg/9vjGa6dwVwT9HFXkCOc2FZmX4V4X4SdK7FLFa44w7N+yMG4USQoaa2DgTyeEVXbTlASDk+V2u6WViNL3CoLZCcX9QGAQ1BWFdbkDB6PiTnA60slVfVNkENmuQ8LW5LZg+d9LDN9wLmZkpo0eD3nkn2yDITtYw0uIaikHnr3P6tO7TLmeYvLbFqopPDd324SHOUqXHQkluV0mnQl4/OgdwkWfdDqQ3VE1Imho5vZvcvfWBGbTQi8VKC1p0oHN8vVxeV/u2+hcxnBOup96YDEy3cFZFOaYLiRoS5NmBoO/2ZZEp0Vf/MSGJvnimNT6OjnxXY4OKHkhmQk6MtGhgflijdYpuc7Wkwnh/zmJ4RtSd2sp6NiwksNuCxIrP9Un92aRzvfH+TuffZHCS0VBEtUDwu0ceiLE2zAp3TXQTQdroJg+skHNGxIdGpLf0LQPJ5hti2A0o3MiwrRkMfz+pQUcJ0Wb4hUNL4gcINjJcb9Vo3TTonkyg7aDdjReU/Ot64fIvVzCXPYo3ZKdY3W2zcHP3pI8CS8j3RPQPRTv4qIkhnIwk0l3ftlB23IEVxn84sl3f9yp+CesBRBnxo/1+HGGUuq+UuqSUuq8UuqdP/b831NK3VBKXVFK/a9/7Pn/eVdDe0Mp9ak/7fofjiVWQ1wSKm5mSZH7/udM4rIsHo2rMXdfmCezIb+RCWG0IJNj5qWI+nsWdg/2fSnF2bCx1hzsHtQvQ/GGgzYl98AfVVSfXWcwmxDWMvJTfWrnxUKlLQjmIlTf5OAT9wnfbOC2FE5HY80OiKoa+1qe+5/xJIYtEDS6ESny63Js8tblD3vkUkq46ON0NP54RjCRsvNoSjzvk19VRI2U3IrIKuKSZuLX71O9alE7L0EpbLu0jmUUlhUj5zRGPcTdNgnGMrpzBvpqCacN3cd9osND/L1SqO+cCXDaimA8gcigN6cpbGS7dF2b5s06YyNdrv0PDYyeyXBfLNmZTsb11XGhlqQQ1TN6s4ao4vMZE2fXMBJ2602K6pEd1IbLpa8/gntd6kDOiRa1VzwyR9P85pRIeAJFUkkJGoo9s9u4TUMYcQmQiFOhWh6Ck7Fzt4a/VMLetjBbgmPqBi6dOzL50TD77AOcbYv28z5pIcWwM/7mz7xMHJtkvzuGP67A1JRu2Aye7WN2ZVGY/bpi65SBGSly9xwGixHOxFAcErM+STnF/VaZ8Mkes59Y4nf/7afofNQXllrbAy/DWPHwZ2L2/PJdSrMiVE614r1XF8maEgOJJ3a/4gNB2tsXi4QnhlhtC3/okB7wsd4tEU6IxMcoxAzuVQjrGmdsiC5JhsLmx2PGXnCJy2B3FcGIZvBsn9ZKhRvfXCCqpSz8XkSj1kd5KRO1HpkF3WMRaVFoOlE9pTbTIZ4P0Kbmqy+e/QCm6Z+Lzu3jWuuTP8pbUEp9HJGUHddaH0GCmVFKHQZ+BTiC6G7/qVLqT9ScfCgWN8vP6O3NpEi/rfGnExrvGez/V+sSUjJu/ZGG7FZfWG4TQ+y2yf3PW+R2MjIHNv9ugLl7vGufjth8OsHpauoHm0RlhT+ZsnV+HG9D/HzZexXcjoa9A+JySuWchOtevThLkheT+dZzoQShpBAdGpJNB3gPHZKidHSNBJrHMuyOiXmigxFD8xET00rpz4IeD8lN9jH7JuU3cpjRrn6rklHNBVhDxWq3TOdMQFJQjD+2TnFfB3dL6BO9WYN9/4dQQIxxCRSOqhnDablO5ZUcdjESPJCh6c8n4kQoSsd081EDp634wq++QmNxh50LY9htCShxV22isQR3xaHySg4yKK2klG6Z9A9KY2Ti+4oHqw0KDwEldcCd+1IUt3yxK4V18UxWfnmF3LrBYCbj8Mduk877mD2TuAjNQR7zRAfVF4dJ+bqF3RedmFcJ0cWUrJQw//gDnI7C3TYZnmuQlRLp3pqa0Vwf90ibNDZ46uRN5saa/O43Po59ocjGp4RmUhvpEYwJa674QIGV8fAL6W4eKgTjKe5DB++1EuaOTbkoXcTm6YSw6xJnpoTPPJCamFGM5e8iE17bva/P079XgUf6bL87TjwaU51toz/blKi+VNF/1CfwHcFaXc3DHp8sMlmc2mB4KMQqxeTmelQqQ7St+R+/8FWyO0WcVZskD4QGzaNCgU49SAoZeqkAltBx3C2L6O+32b7dwFp16X5dpKTOur37fguEtNfP4bgJaT4jrnxA0X5//g6F/xb4h1rrEN7PNAVZ8H5fax1qre8hpa+P/CeuAXxIFrckb2DMDCndh/ai/OG3n/O5/t+NYQ1g4jfvEZeEvrH02TLlu5D3IjJL4zQNtk4a9A5FpBcqJEf7Ur8zYOJlgQcqpRk+10fVI9wdRbgvRJvCz9r8CMQ9l8KShRWIr2/uhYxoJKVw16b0nkf9okFuXeF5Md7VHMFUTO2a5sij90mO9NGOFKMH7RzZaIS/NyIJbBHdKnBeqpAWU9onYlpH5DWPnIfmdyeJy5rWdonSex7DR4esnZ+gu1qScOOejRHBnd9SBPtDEc4WQ4xIkUxE5K7kSB3FaLUvWZo9m+mXFP1O7v3gktlvB0QV+OKXP8rWwxqmr7A7inCPRAf+6Fjafjogf99m5TnJSM3Xh+Q2Nclv7FB5x6V9NGNwQNzd2s6Iy+KqMEPIrRu4WyZ374xjPt4C4NyNvRgPcuTX5HulFypk5yoUZ7uk5YTh40PUyQ5pISOOTQgN1MBirVvGn5aAmnjeh8iQoOhU8cadfUQXq9CzWRuWaX55hpHzGmsIzpKLNYTetTrOwS5ZOaF7QKjM+2a2OP7Urfdfe+Zq+rOSatXaKGNVIko3bJx1m5VmhdEfGhihYupVeGr/HTonItg3YHJxE7el8bbErpa6GiKD/pU6nU6erJqQW7XIAgu17jI87vPYZy+TfyuPtWXzoF2lcMUlbbrwVoXWdonp78L/9nufJx6PicalRje/sE4yF+CWQ9wmTB7conwXcg9s9p15SDzv0//iJJiSJdI5ERHVUuKy7NLTUkpcSyi9mkNrMKsRpds/PanjJ5SCjPxIx7r7+Dv/iUu+qJR694/9+0HgGaXUW0qpV5RSZ3af/7E1tD8aH4rFDcC4WSAqizVHW5D0bJyWSf+Mz90X5pl6LeTkc9dJPQ0a2vdqlO4alO4JBcPwhFVv3ChKHWzHpn3QoLCq2bnRkML3fQ9rADowya8ZDA8H6FoMsViHmk9FqEjx8JMWuRULlEQEqlQWiuKXS6Qne6jApDdrcOXhJNblIlY5Ir5fpHTFwV52cVdtSudctCnm8dQDFOz7kkgukpxEAw6n/ihQuLuYYN3KYwaK6mWL/JqB8mTH4d3yqLzjkq/56PMV7L6i8rZL/pkt7IGmH7hSU7Q1zUMmOjUkf6CQsfCPrjH2XsL4U6s42yZRJWO4PyJ/y8HpKHSmUPWILBYkj902WX9GFpzOgqbZKWD3tBSk9W7kXtt6n2LROxWgLalpGkNTkOiWxmpaVI9tE3ykDxkEeyIeef4W2Zs1vFUbtZRjuC1ASvdSHiypnfb7HhOvGsTv1vCu5ph6WSRA5rJH4VyOcCTF6hlsfmuG4OM9Np7SDKc0uQ1BMpn7+gw2C/zds98Twm1ocO/KFK0wTzIbYOQTkqLo/ZLZAFJF7p08T//qe1RObZNlirCqCMfFufHauUfwKiFxy6P34gTNkxn+wRC7KzdkIzTwDrWx73lYWzZJUUS+1lCRxSbv/cFRCuuS2tXbLqCf6GDUQ0of22DyWxZrTxhkx3uYOzaFxpAzP3uZB5t17Lse2d0i3UMJw69N0F4UcfvNG1NkQ4vWEdm5tx5NKF925HeTKrSTUbliYfZMglFF2PKwb+TpHws/gFn6Ex1Lt3+kY919/LP/nws+pbU+jdg2f1sp9SxgATXgLPA/AV9USu3mp/1/xp+IF/5QLG7akCJ2+UGK6YuOaOJlk9wGqDUPuwfDcZtzLy/SuKjpfGogWZHjYgCvPLlB49sewUSKOtyj+FAJ5LAjO0HGQlQqZvbefEbxjkVxOcPYdPFuu6jYIPniGKXzLsZISOZmBCMZWu1KCMoK9VSLzn4D580SZqAorGjB7Zhg3M1h7BkwmM52DcsKe6AJRjKCwz69xRhjaLDxX/sklyWC7mc/9p7kCgwU1qx4HqO9Ac6JFlEVDn7mFrnrHr1Fqc/0nhyiz1eIDg0xjndon4gZvjpK4VfWUC/VJOy3Y+JtaQgNtKOZei3jlS+fZuOMyYO1uhB4bypyS47Y0iIFbQdryUP1TfFgJmBVI+wLRWqPNGElR+swGE6KCg1BFZXliKO8lNwNj9TVOG1pftjTA7wtE6et6A484o6LvW1DqrjxzQUGexPMEx3iSioU38Nd/EcCCo0hdtPiifl79GcM/F0N2dpTAkeIR2OiChgl6VIneaHF1M8bZFMB7eMiq8kyReWKxT994xNylEwF422pjCw0MZc9nDGJ6fPycjPrz2V89xun2HpQQ90pEIxKPYxKzKfPXCS9XcRum/RPBJRvmNAVUnHc9oQOnBlkDqg5KW8koUXp9A6ml5B6sPYJcQ0YXQvnxTLGUo71lRpbp5Vo2y6WyHKiBPjB60cwb+Xl633F6J4W7aMJhfkOxsE++WULFRtoWzN5YAuvGkiC2rKB0zYwBwb9J4YYieR51Ca7FFY0OvhgLFEfZIaC1np19+Mm8BXkmLkMfHm3Ofk2Yvkf4c+gof1QLG4/shC1Fkw6h1PqlxRBw0BlmrSYElVh+6Ri7utDdk4oktCif8Z/nxK7eW0Uf0y6jNnNIpkFg33J++r73KUcw5mE1JGObPmT62w+pijfAX8qoXTXoP0IdA8mGEs58jPiZU1zGrsv5IX0belwpU915Lj5S9vk7ks26czZFcxrRbKS7B4HswnNk9K18q7mIFVk1QT32+Lv9PfEvPr7jzKcFTV6vFJAFRLGxzr023nMj7S4+cKCUHyHu7mmt3M4bbBu5QkelFCxwWAx4sG1CcJne8w++wBtyJ185G3z/YT3sK6xDnWxl12iiqb7rI8+3iOdDvCnErxtQ1hya6YITw/2SZsuUVXTbBcECrrY3lXKG4SrBQzfkJ1C00E91sE72sbpaTJTwAD+jOjxwo5H5bJN6giO3IjBrfukqYG7ZTF1eo3gThlz3cV4vcLoOc2b9/fSPxBjDkwqH1+nsGzQn0+wt2wsH3SmmDgkZRh3oUvriCZ3JUd+dEAwojFuFugcj6m9a5E0YhgNMVJY6VSkwz2SEIeyQKi3KxgjIQtHlyUb9L4QnJOcIMRpO3zr9ZOkMwFxPUEPLbqPhmhbdlHVixaDAxGDrTxOS4kG0MkwthyGPxgRQW4jxRgKLh0FgxkRcqtA8N+HxjbwtkXA/czeu5ghoot8awQzhK21Co1zJv3lMrYtfy/Ojklppkv3pQnC1QKdbh5rIPVQa3ZA2nFIJiLiSsbwXIPmMc3iwZWfep5Kt9T8sR5/6pxXqqCUKv3ov67QPx4AACAASURBVIGfAS4DfwB8Yvf5g4ADbCMa2l9RSrlKqX0InOPtP+l7fDgWtwzyq0JCzS+bDD7XxeloqndjObac3cEMofVInty6ksSgJY/Jk+skBU1uw2A4mVF6W2pNvX0ZI2+ZzHzhHm5T0C94GdrRjL2T0XxDbFvtwxlGOaZ7LCK/KnebidPrGK9XCEdT4YY92cHfG+Ge3SFa8IlCG3WqQ+f8CJYP3hasvzRDOB/grkl6UvWqhdUT8a0ZQvmmhfvQoXtA49bFe+iPaZEmTEoAio5M4i/L7rG3XiIYyQSzPlTkNjWpC+GzPUqPblO/pDh94g6qZ2FEinipwK1r0+T29jD6Jq0jmso7Ls6GRVpMSS9XiOopyQGftGcTtD3UhtQZAT7z5Dmy0z28VZvHZh6iKtH7zon8YpsotvCu5oS95iuyckI4HWFODsnOVRgOhbOX5SS34tSh+6TFFGLx7OpGRJLThI/2OTm9gvtqibic8fDKBEz7OB2F/9iQzUcVhbfyTMw2sYaK3rcnGMxkjPzQJK4ngu4Bts6NE5cyBhsFvE0DrWCm2qF+eJvMBmfDIskr1MAi64pA2l8qyR9bqnBv5NBuhtvWuG7MzZtToGGwEFF4KKEzzraF01HUF5pksQmZksXPF/eIN9ujfSqWcJlSjN2TG6XZtjBDxXBfTGFFcfTEkuzQh4rK/haFZYEoODsmuU1NzfHpz0F4Ysgrrx8lLmeEMzH+ZIJxtoUaWKSuwqiH9NZK9A/GOB3wr1exn9lBeym1lz3CBlRuQriTQ0UGI6Nd3C2TaG+At2Vw8/LMTz1PP2AR7zjwulLqArJI/aHW+pvAvwTmdxFrvw/8jd1d3BXgi8BV4JvAb2ut/8QuyYdicUODNhRWoPGP+LjfLrN1JuP+XzHxthS9a3WMWNwIwYgw6cfeyXh4d5RoLGF4OCC3afCp3/wBmS2iWOeXN7j34j7hfXU1E5Mt6ucNNh818HZg9hsZRmiQ9W2cDZvu0ZjyDYvNTpHeYoy3LrF06u0KzrpN9P0GY40ui1Mb8E4FvX9AeSmls5gRjGboyASt8GcSot0UteZJ8bamHjgnWrI7eKmIEUrCOIhOLfU0Ri5hOK7wxzX5BxZpJcV6u0QyF9A8E5M0YoKOS/NmnfqvPeTBP1+AaoTbVBQOdLB6Bt43yqhEjsW9ud1yhJuRP7WDu2nBqic7qJx00MITQ0aeXuPy3z9OcrdI7tEdzn/1MCfmlmVifytHb7lMuJHHn06lwLF3gLviQGJgmpqorCkVfZaf02hT4434XHn1AAcPrnLk8EMyW2NsSbcx2c7xw7cO0l1MRRxcj9CZovzMBrXKAKWlxrm+VsNIoHdEEsOaxzTOlkXx3RxqxyGbE4yQOTCwHm+x5/kllnZqtC6PkFuXznJSEDLLyA9NooZ0YkuPbjPxqoG/J8at+wymwTQzJl4T47/Rs+h8JCQbFafAyU/eYOd+TUgsqSI8MURFBmY5Qp+r4FYCjFh21e2jCd6ojxErUldjFmK6+zMun9/L4EBE/tQOrc0SSV6Rpoqxs2u0H4FX7u3HPtgly5S4N8Z8CAxqMx38ocT+pS6kgUXhvkXxpk32dIckn9G9WWPsdYv2IlgDaB7TuA0fu6fYWq5y5mcv4+ZjwkYm1/0Axgd1LNVa39Van9h9HNFa/4Pd5yOt9a9rrY9qrU9rrb/7x77mH+xqaBe11t/4077Hh2NxU5IurxXY93bRLAY0zhkMpyQF3WmLfSazIa6mLD+vKSxZ2NsW9rLLYF/MH/5fTwrsrw3Dr0/gT6RMfU9Ss9r9PP2f6VO7rhlMa7Z+c0jxgeCFrEe67P0S9B/z5cgSCjYnLmpmPrUkdZsYbCOj/U9m8SdTrMtFWgdNIV84gtH2tv/IDZFZSKhHKnIJ5+tVpg9voBU0zktkXFZMsQZKur8XcoR1ARmiwcglDI6E6KaDu2oz9aKFvWWjMmj+2z0MphSn5x/AYx2Cy1WM/X2aT4fUrokerbSkSOd98rcdev0c4UQsuq2RGPuux/7/kIgt6OVJlj4nC2z5d8oMp1OuvnyA+PCQ7TMZ2tKUZrosHBJ8j+Ok4j3tG3ivlEirCe0HVUpTPQ4eXGXydxyikZRbD8e5t1PHDBWPPXETRkJJRJ8IKM502fs18WGaD+X3PXh9FCOCcCxBDU2CAwGWl5DukZ1HUtB0j0cU5zsSaDOeSG7ocpmbV2eIhg56j89gT4ZzqkVYy7B86H26D6am9o5N51KD5mEFmcJ6r0RUzxjerpD/zVXc+a5kqMYGqin+0HfeOIi3blK8YwnV+W6Og8ce4nkxSVETrefJ5nxKp3donDPR14rEdSlzuG4sGsg9PXJLDlFiYbgp6VMdPC9mvVViz5kVCq8XSS9XsJY8nBMt7AtFcqsWrZUKjhsLuWZEurLBaEYwosl/tUxxSTSRnZ/rCyhiKsPpGCQPCoJG0oprOxOcmVnCm+1RfLnwU0/T/1KM8x/oyGypu5VWUtymKO9VJLBDa75P5YbCa2WYvkAWzZ6JOZTjSDbnSxeskGD6UJvu4I9L+Et+1RQE+Uc72G+W4HqRrU+FJIWM8F6JqCrH4PBumeGoRe0Vj8L5HPlVE7MjC1f3d/aw95kl/MeGrF6coH3ApDTbxd8jqfbephAdhnuS9xOUfpTHENZFf6dSaUo8MXaP/l5xSFhDsJoWZihJWWFddqQbT0oaun3XI3fDxfRFhrLx+YDM1jQuKHp7FcFYxru39ooVKFUYF0vo1KA7L4t/96yPdTtHcNjHvpancNcmWAgoXRNnxc4hD6Mck9/QNN6VGsnmaZv8iok1UCQDGxUpcTW8VuP2xRmcz28SBDbepsJpG/SeHDL2qkVxpkt4ucraH86y9Dcy3LrPvpktjDcrpK7mrav72TPeEplEbDC8XWH1t8LdcoRiY6OK/0iAe7xNbbojHczrHqaVsndih7CmybyMie9Y9O/KNcuXbcJ6hrYzrBGfar1PFhvMHF9neKOKGSqCM330rSKP/O8DHv1bF4lHEqEmGxp/LMPZMWWXG7qU8wF2y8StBOw5sk6zVcCeG5AUtThI5kKiRsqNW1Podyqc/egVVD0i7TqEiUlvLxx49j52y0L97A7hvRJJPSFNxTIVRSa5yzmCpRL9pQpJYGOpTKx+tZQkr7GMjPRUj+jwkNE3TUZLA+mCK5kPo0e2mH/sIUaqCUY0KhEI69ZpAZs+/ZkLsuP3wa4GtK80eO8PjjJs5T64ufoXCVb5n2VkYhrfeMzCSITaUVjZDWYZ2rTPRoLeUZI/mtZiHnvipthm3smTu5wjfyFH91BCp5PH21IUHigGByMGcwnG6xXcpjDlvas5zJEQtCI4EFBY0ahpn+68orcPegsJw6kUb8vA7hls/tWAG/cncS/m0ROCGQovVqm/ZxEcEEGtMTRxdsTG0/poANM+dl8kKkk+wx5osqc7fPGtjxDXEkl+OhJi9xW9+ZSoIoBL7WQU75qEdem6/r2//lUalzTtownZtkv1hsAXjRj2Hlul/pZN8Yc5zKMdMkdTf8vG7iuMUkzWF7ihteQR1jPikqb0nofTkZ1hWAfddAg/1yYuCCHXn06kC5mHwh0bb67H9koFf0yTlRLC2CKLTNKPdvBnEtK2Q2cB/BtV+VkORxyY2iJseSydmyZ8tE/9YBMyWLozRnAgxFpzOfvkdRxHckjjj3VQTZvSOY/BrSqDS3VJqhpCslRk+a1p0lKKigw2PhWhJgIKywbdYxF2T1F/z4L7Bdr3aqgdh+ULk5L/Oeej7hRI5gLu/XyV71w6xPgrkl9g9kymXtNYxzqkLuy0iux0pHlS+maRpXujFM7nCDouqatpPe/j5GJG3jaxKyHD+Ygf3JunUAxQiaK/XCbb59MKcsTVlF4/B1MB7qpNersoYmdDM9iXkOUycjM9am843LoyzZMH76AdTZbLGFysw7USnhfTOizvmZ4I+czzPwSgO/RYblfo/0IP9g0wI0U4KhKd+GMdXrq+SOG2LZmnYztYQ8VgIcLoWQx++pIbWkv27Y/z+DCMD8WrMGOJ98ttQPesT+GhhJQUl+SIkL/u0v6FAfXrciQq3HJY6tao3BKA5WA+JhjR2G0TwxTdU1wGMrA7Jv35lO3HU/xTQ8JGRjKwJSh33RXu210R5hoH++RWLFSiyD+7hduEbNsVtHhR413LkVtXRHWRidgPXbJRWXjNQKi+Yy+4FN7KM5zWjL2bkV81USnknBiVS9izd5vi4Sb2snRa0QrGQsq/tkLjPVOwSJ5mOK35x1/5HBtPZrjb0sns74H20YywnnHvyhRRWdE7HeD3PKlJVhXB8SF6x6XxronTURgH+4J9akpNM/orbYksHM0YX9gmvFJlMK3JbSgm5nYIRxMKqxJyo89XMIYm5r6+hJ6AdPK28oy/bpBbtbAGitIhScciVax8exYykeLk3ijSudTAXbd59Ohd0dSl8Parh+RHP9PBerWCNmVBdVvy74PHh6QeGHsGRLUUlUuo7muhU4Oze+/Tn8v47IlLxCVN87GEuJLiTA4oLAtKKGqkWDfyfP4zb5B1bcKpGKNrsXlGgrGz0Yi1vxYS3ClTWFbYTkL2sEBUS9n5aIi7YdE7FOGs26hEkW27hNs5th9PMQyhiVS/l6O3VuLosSWJcFz32Do/TumWhVrKkUUmUTWjuATh8SFhy+PRI3fJrVg4L1WE6lKJeeOtRzB8A7ttYoZCYbG/UwHAG/Fx3ISvXTqBERocm1iDdyvEV8t4bxdFttM30BMBxpsVjE2Xwb6E8sEW61+ZI5gQqGpurkc08gEZ5//yWPqTjcwGI4X+00Psux7+pBbxrBbKazCSUfp6kZ0jJqkD/jGf1tvjGLF0Wgv3bNyWYIKSwCKpJvCRDsQSuly8Z4qBGGk2VC/YIjpNIGxorKHC3bAIVwvS8YoUzasj9B730UVBWGtTWu3+uBbQ5fNdUvePBMHBQkBS0HT2G3hNjREqNk8bRFVNZwE6fQ96NobStJtFvG1FYVljjQ/JXcrxYLNO86gmbGS4WyZWX1E41mRi3w7xfMBvnP0BuU2F9lJ0I6Kxv4kRSXKWsyRgyemfeUD+nTxGLFwvfzyDyyXCyYTBHkFCFb5YoXTfoHLLYPviGOU7wLTPYEazsVmhdMci/nSbxpWMsWdWsYaKsONJGM6dGtq3UG7G9mcCgjFpmLRWKpgBTM3toJVIFQYLYh2KaykozbtX5inVB7hH2iT5DP39Gub3K6IpiyRHVpsQzsTUvpMjPDHkuf03MQKD8jse7Xs1DDvlnW8fxhof8sIbJyXgGUnkioYO9kCT9mywM6pnN/jSd57ACA2MnDDbzECRv2ejY4PRr3tkuYzeR3zC7RxM+9QumjRecSk+BGVp3KaidmgHYySkfsHE2TZJHhQwAyXxkJM9Lt2aIS5lVA60SF3papfvQuGKZI8OJxVJz8ZqW1xZnxSc/nwm7oILHoyGmKEinQ6IDg1FH7ggvuJgO0dyt4h328XuKy6sTjPck5BfV0RVTVzSQvUNTVIP8msKqxzRvVkjLsnrG51pE18rg/NBII/+cnH7iYfKoHFB417MM/V6TDIRYcRgDTSV+ym1q4r+rAhn03JCFpnE8z7tR3h/YoQ1TX4Vitcc3FpAFJngSlp7khehcLrlMZhLSB2ky9XfZWeNyzEwv6eHSiUUpHJbBMTekkNu1aJxUrRVcTVl7AWX4VZBWGwDWXCtNVdQRk3YfDYhLmdEEzHWQK6XruYZ+aHB8sUJVNNmOKlpHYb894v4R31m/7mJOzVA1yORnFQ0rY0yg++M417P8W9efobufEbpmuB2gldG8J/oUxgbSAKVgrU/nJUJXsz41CfeA6Wp3pKJpFLoHo7ZPLOr4zIli2D76Rjzbg4zFFTT6KeX+fTcNTr7DFbfnSR1Nco3aJwTwbHZN/DuuLiX80we3CKzNaXJHuljPTYuj6HOdIjGEyoXHJyndsCUAB/lpcSxhf2NKkZooJ5qkdkQTcRkuYxkNMY7s0P1HYftx1ImGx3e/p1ToETao50MLy+WMXWnQHWvgD6fOXoDAMuLaZ5MqVy25Tj4+2OYIWRuRuV1D55tMfqeJj3Z4xdPv0tQN9D5FLXhijVp1aN9NiIuKLrzYDopgz0Z4fdGUA9zDCcU0XhC5khYkBlCd71E7R2brJQSvtGQo/14htPV9BcjVF3qu+66TVKVQJjpX7qHu6+HipUQPHZcjAga3/F2d3tys+0uphI2sy3NntJ9TTi0wc0YTmiSAz5Tr2nsWkBpZMAvfOE1eodiTCsVMXVP5tYgkPi/xg/sD2Su/uXi9hOOpKAZTBkM9sXsHHaw1hwKK5reXoX532ywczKTPNC84sjiMuaOjdpwcdqy4MUjCdrUdJ4K6B+M0TeLxC1PPi82yGxNXM7QhUS0PxUYfXKNYEyaFMUlyQ/wXihTvGviH/VpnkqpX4b0UJ/CiuxqcuuC2R5MGahcwvTPPCC3aZDfkDpWUk9oH0twK4H4WyODsCZNhaycEDQU9txAUtJ3d52dozH12oD2gkN6p4gyNPXveqTFFHfVpncoIjnaRzvZ+zsVb1Pqkdwr4A8c0obcEAanfYKGcNBe/I6kKm58KiJ/22Hq2AYgoSZhQxNV4dZ/XCB3z0EfkAVy51RG799M839/76ykik1GZCMx7o5J/zN94plIvIuexgxh7eaoLD6rJfS1ImhFmhrYOxbDp/pyFB+apKUUHRpwuURvLxQW2lRzAf6E0GpLt4Vz1lqpMJzWGOWYhw9GaC+KrUtlULplEQwFH5XMBbS2S5j7+rz+7iGGJ4TAoVLB0KcuhD/flkXf1gSjSrIbPh1zcnqFr7x0liQHRIbcOOdT0nyGDsVpkLqawht5dC2WksLGbuJ7LsEcCRme8PmrP/cGyktpnUglT+Owj+krqEbsHFfU3rFZmN7cJcpkzO/f4PQzN7h6YQ7jzQqMiB0qt25g9xTbnwgxNxyiyRjvSBu7bZBfMVFPtXA6UnKw1lzUUJog1q08W6cMbDvFH7q8uPIIIz+wSJaKlG/D8f/qMmlmwDsV4R9+4afPUPgLB6v8zzGcNvSPB5Sv2Vi+JFO1H4HiQ83mq1PoYkrrsCZowOrv7yW/phh/WyghSUHhrll42waN73goJxWGfMckv6bQhpbsg2KKlU9I8pqokfLwziiNgzuMvxOjnm1Rum+wczpl/F2fjx24xdj3TcKaqM6tQOPcF6HkcEqSyYsXPTa/MsvIxZidj4YkpQyvGlC9YsG1ElqJFGT0PREnj/zAxm1rjHMl8hdyRCMpTkfgkjt36jRPyfF3778y2DmdUbsgHK7SNYcksHE3LZKC7FCHswnujiGq+aaL6SXQkeZC6sKDzboc1x+aGJsuhRXNeqskHeUIOWYbEBfB7oK6XWDm+Dq5dZOgodB1wRLlr7uopo3TgSQ2mXxhtwZlCfo9v2qSuRnulgQouy1FOHDQsz62nbJ5QUoH7oaF3bKIqpmQit+qsbxWp7hkQDmRHUxikH9oEY0k1KsD7B2L8WMbmCMheiIks8U1kF9TsOUy8rpN2HWx+gaNWh//YEj+obmLo1L0HpSlyxgaZMd6oqsLTM6/tCiul4rIWZpHJVDb7pi4G5Z0WB0t9JauRfhkj/5cRm5zN7lsJYd91+Or//EJzA1HUua1vLbhXCIBN01F7vMbtP/lHuYaLTA19y9OceUPHqE415H3/Z6HPTMgzYlsyH7oymnBzOhuFMXNsDchfbvG4GjAcEqT5DQLh1YIa5qkkBHVUvy+i3Mpz9bDGs3jctNpHtN8//Z+1BsV3Cd2WPtoxsZG9QOZqx+k/erPe3woFrc4ryhc9tCmeEXNgUHllqRf1a+nEBpUbkpaVVSRekNvjxwroo93yBzIr2n4pW3Gvu3QPKapHN0hbEg4jLtj4i7b2Nfy5NcMijNd7I6J/tIIw1GL+N0a/rM98ssWK8/mePOrx9k5DuUH0lbfPqmIqpICnl9TmLfyRGUxaq89ZdF42cXZMYnvFwka8jNZvuxI1a9tMTjpY0aa9iIMZxP6hwRRNJxNOP70LXQ+ZeJVg8IDi/t/SxKoghE5+sRne+SvuUy+IbsIayDRbWEjw9m2sHxF2rMFOGBC1EhJt13iUkZchLQR059V2BeKmA8FBY4B7okWRz9xE23KNRcqW8Rl0UvRtd63kXlbBsXVDPtqnqioyO3tMXlyHbttMtgXo2KDcDxh6pllAOwVh5Gvewy38ySNmNJdYd45B7swGkoR3Ac64hzw7rgCoexbxCXZabW6edDQGeYYqfXIfIuoqnE3dskWGraf3A3CbiRsPayhM0V0qk/9h7IY7zu8JhrGvoHrJORWTRYPrlB8CGbfFJtZMWPs0BaDmYzSfbEAxh2X/FQf83PbVG6axMsFVCOkswgjFzPclmL6yRVGz2dk0wF6/0BIvqbGKMaEiz5JHta3KzSPKm7enRSxsa8YTmb023mSQka8L8C4JK6J7HSPaEIgq4adUb5ms/fsQ8xKJKj5Wx61o9sUHxjcWh6TbN/bisLEgNwNmTfG0KB2ZffoXErRqcFgLuUzs1eZ/q7i6cVbP/U81RqSzPixHh+G8aF4FUrD9Ms9tAHF+6IszyyoXYXWggmGpnUixe5L8nZuU+FtayG03i3jbcm2fmutQm/WYPbQOp3LDVSiKF9yiCoZ00+ukHqa4Eyf4a0qcUV2g/0ZReHxbeLQ2q3dZdI8qMV09poMTvmMnNcU5zqSDWBAttinuCy1l9SB1mFpNqD0+8TfwUyGPjAg/tIY7s0c/i8K3sdumbgPHfEX5hKW/tUCVtNi/dmMwd6ELDbJz/QJxlLpWF4rkuTh/ucExW5GEB0bYg0Vk2fWKDxQmKUYb0fTO5hg9Q1ULSK3Lt26Hx2NeaxDOhMQzsSoRKFfq/HulXkGMxmFp7d4+eXjxI0EI1aYI7JTAvAnMvqTBsbpDunnm1TyPg/vjWLEMDLdYeHoMp84eZW7tyaEmLLQJ6gK0aTxlk33SV9yMKptrCUR7EYVUA2BGaAlY/U3n32Fg0/cpzbSY+QFj2Qywl8qMfzmOPn6kHg0JpxM6B2N8LYMlKWx8pJ9gNLkbzsYN4o0H0sIG5rtfoHKbdjz2ArhhRozn3zAjTtTErNXTIlXCozuabH+oE5azBh8so+2NdVLNsOux/adOqkLub093Os5kmLG+lmJc1x+a5q1JxWV8pB46BAf7+Ou2rDlkgUW/qSk09sLXcggmw5I5gLBya87pNWE8ls59PEecVFqaaWRAcrK8LwY9/ktev9sBr0hKV/BWErn/AiDmYwvHDsnGa6f7BPdLJN/chsUuC05eSz+jk9ptC83j0jxpa88w+rH4NLvHf1A5upfHkt/wqEy6CwUMAMIn+9ixGIwjioiVkUryjcs+gdjtk4poo93GEwpscFYmsF0huUmOOs2oxdiHlybwPQFW2MFGmfPgHtXJyW2bS2PNjVO08QaSDfTj2zUuiSzNy4IEVgNTfpzGRNfc9l6FKxvVik8EHsUCNX3R8Ej1lAsT5mn8baknY9WVL5VoPWxgMqdDOdrVbShmf9yn2RBumJ6YOGPStCNXQ1QkaL6jkNwt0RuzcTbhuzgAGuIZAhkMJjOhAcGLN0ek3CS2zl6c2D4IqGpvu5JZoSdicygZ+C9WEZnCstLIBPySvmaRfWGdIYXH7+P2bbkqLuSI66luNsiY0me7WB9r0LycoPuSxPY1UCwTctVbq+Ocud/OQSGRt8q4rxZwh+Hzx29SFRS6B2XcCLm9voo0XhMXM4oPtCw6TKclvqddzXHv/7Dj9MNPfSLDdoHBQOeFVOKn17He7GMmU9w1yzytxwyB7zbu1y0VDrdw30xzokWypcdbG+5TG8fLJ2fIl0YsvrNWSoXbdZbJSZeNdD1CPdf1MmPDDF8A/cHIuvoLGQ0Rnr8tWfeoncowh86zD93T2ABUwIXza9JTmj63QbWlk3lWwU+8vwV3B0DYkVtpsNwMsNfKYobYslDJwbDPQl2R2Fv2/T2SvfS2zI4PLdG9mYNnSqGy0W2VqusPZdiRApv0yA33ceIRIv4w+05zEhuenE1ZedOnXDRF1/2+IB7ny/R25KAI5VBMJ5QuW7iP9v7qefpX9bc/gxDK4gLis7xGPP7FZK8FHHVz+xQuyoTvzefUrhjS4v8QYnhnoTJ/yAcs7EfQuVbBY48e5udw7YcESKp9Rg/t8PIv8tTuW5SeKmIMzPAnhmIKyIDu68I7paw+0oK4p44CmYf2cBtGmydUhiJonU8xYw0I+c1uTeL+BMpw/ldeKOlCaZiKMUkBenMGik0j8vE7f1ij50TGhUb3Pz1At6FvKS5FxKGe6QrV/5OAV1MKT+U3VNwxCcYgSS0SPIQ1jKpS96VAOj0gA9OxmCPCHSTvQFo8LYUnY/6lO5B8Z4ln7swpHkqxdhycC7l8bZM0roQboOGwozgzvf2Ub4DZs/E2xEXiNTRDJJrZfQnBUIZVTT7RpvMnRLKhLnssfQ5yC9JPW5w2sfy4dv3F+kdTMivGmBr9LrHzAum1Okc0HXpJC8+c4/hQkRma1K966M84ONtG7iVgJ23x8lsRSEfkh7wGS5ExKUMfaKHEUi3Oi7JLn60OGD8DbWLt5LSROZoRmo9BntSRi4HqNsF1p8XwsfypzOqBR+3adCbT7n5yj6cyQHNW3WudCaxixEHJre4emEObWmMpRz2oS7pcy3KFx16J0OScsr2mZTX3z78/rHa3aV37Du8htMULJa1Ll33/T97F3dH7HfhwMGfTLm6NMlgf4zlJlT3tnE2LXIPbJJKynAhEqdHTm6qD65NkLqasXclhY2qZDX0j4X4yyXprF63KS4pzj55/X0K2m888icCNH78uarVj/X4MIwPxeJmJBDUFXNfAaer8feKMNb4Wp3huKJa8qldMfC2Nb35DG1rlpYQdgAAIABJREFUvA2L3ozJ3q8ltA8atJ73ufbSAsZTLaFtzMdkjqZ7vsHOUZOoCp0FTfSwQO0rolUKJhPCg2LCjioZTPsiAwgUG9+fwtsRllhhWVF4IIDAzn6D7mKCMRKSv+Pw6NM3iMZjzK5F7rr3fl3M7sqddrgnIb1Q2XVYCKIpcyDJaYxNl9yqSVpN6O4H00vYPmoR11KKP8wRjicoU1N8KPKA8W86BA3BOCVDC2fdRtflvap/1xPfZQzehTzd/TA4GuBtmmSZonjHwhoICFQb/D/svWmQZNd5pvecu+e+1b73vqC6G91oAI2dBLhLlDQaaqPG4ozHlsbWj3F4HA5HTITDPyfCETPhibAV0mg0o7EoWRspiRIlEiSxkEBjazQa6L26u7q69jWzcrv7Pf7xFSFpRIqACNnUhE5ERlZn38isysx77jnf977PC5Gk2uc2pMFi9cHd1RgTfUAEtWE9w5/aI8R+s0bvjI8ZKm5fnOBMfZHGGyIUPnxwVQr+zl4ASk3T3yxgFGPSsx1GvmZRXDBYeVzhNjW9MUX+mktwzOfOn+5nemILq2ewc36EqCxo7tTVRKsFoqmI7CNN2ptFzFs5ClWftJTC5RJpMSOrSiB2+ZpF63fH6UwZxBMhmIJs2nd8lbXlGtrR3P6sSX5FMTi8y+ArEh24emtQShGWFqucgty6wc3zMySBzd3zkyLSDhX24TbBnRIFN6KzP6X4jou7aZJfspg6tibdbFOzcW0QxgJ2vjAhCKVixsjpNYwY3rkyhfFYk2AgQ1lSD9aRSe6eTdzyaN2rEk+E+OMJzpZJ9U2H7rFIOIGzbTDlu7D0tEH+UAs6NnFfFAaqHpLWEzqHY7qP93l5bj9mJaI3ofn83NkP5Fz9+4bC+xxWJ8Kf9bn3UylRWVG6KoLM1hER+G7drpOZip3HI7QjX8TokI/laxb/65S4qDHv5AhGE4LLVQ4+cA9z1yQpyaomGMgwQwl0sXzF5gPAsY4gbHZckpkAt2nAigScZI4mqmSYoQhL+yOa3owkNYVHfKF2dGz60wmvvXFYNF1tRWkxI8mDGQqloTQPRmAw9eQ9vE2D2hVDslaP+LhNg2wwIrPBXXaYfHAZ51pe3hBTTrTCUI9CMaD5VIA326L14z0OfHie6lSL04cX8DYVxqaD3THYejAl93sVdo+mRDWpB7JrE5cEqllclryHJK9JjvTZ93sp1qZN80MBZteguJzRmTZQtwt425oP/4MLDL8q3cbGqxamD7l3ckQVQVn/4VfP4Q8qtILbF0XIasSgbxbJbchq276dI9jxaP5Yj7Auk0bz0ZBoOqR/POCRA/PkHt/C+5cl8qe3iaoZ4fjee9JUlKZ3Kb7jkp6vUbtgEY6Klc7oS+2zNGdh7lhk+306B1J2n5IcVstNMLomxrLH3bUGqmehPJFs9CY1zd0COx/3yS1bGPWQrJpQnBe6cHq7iBFDMhpB2yKeDDFGArxNRTkfMPqSZufCENaQT/dEiHlfm9rNlNXXRsmtywoyt26Qthy6j/cl72OoT/CbI3KBAzq7OcEgLXhEh3wKt2wG3k4YPG9CKUb7EoijMgirQmruHI7ptXIUJ9pEUxG6kNC9V8ZbN1EdSwCp8x4DQ22GvmWRbnronoU5nyMeigm+jXz6PobWf19ze98jy9kM/anL4NdcKvMpvQnZLqXlhMbDazTeMuhOayqvuRTuWli7Jgd+SUs97XKe/JrCmxWgotVTtH5tksyG0YOblG8ZqBQm/nBVkqx6itJdg9oXC0Jj3TJQqx7hEZ/h18Ae70lo70hA88lA0NsdBU6Gt2FgLnnEp7qAJMKX5g12jyXYHbD7MjF2j0WSvo44LBafmyI80ad1VHIbzCWPuKgpVvuU72jiUsbGVyZIXQkAcTb2upWbeXrzQoxorxdRl0pcuTpJ+0adt97aL4LdSopxchdnW9DnTtMks8Q+5W2aJNUEo22xc1wJlHJNUf1aDv9ftGQSuuNJQX3UwL/Pp3RXVs+v/PIZtk4pKMW0nvaJKgIANRJFfqKLd7TF4KWY/v4YZ9cgrSYkB30KSyIT8V4vUlwUSGW8VCAcTPBP+Bh2RrHap/Smxzu/fZzOmw3mPluguVGiel1w8XEpo3M4xrUTuicDevsSdh8LKA12Rag62iccTERS0TF4ZN8dvE3BldvjPUrPFcitGVSvQ+ZbWMN93EKE2REoQBqZ5C7mqdzKmBho4S04dPclRNOiPeuPaEpvuXibJvaiS9Kx6e5LWVtosHnaIJkJyBYL6L5JHJssf1wiGdsHAFMTne5i1wPMuTyFkzsk9wr0xhXdgzGYGmfBxR/JiIYSyi/n6B2M2XjAZOvDEWrbYXCyKchwQy6mpbuGJHnFCudPqhhOKoSYWoQ+2UHnhYSjTWhdabD18YD8qkH1ssXEw8tSp8x9/w4FUKSZ8Z5uPwjjB+K3iIuK7R/pS9JUUWQfUVVTuWyzdnWInRMSqAzgtjTV63D7Mx5OR2gc/pAmPV8TG86JPs1jCl1KWH9nGKVlS3HtfxykeZ9MLu0DGWtPZkx/SeM2wdtSTP6WxcozKeZbJXAyslShd1xUaICC6psOcVmEraYp9bNgOKV9LMYb9HHamuZhk/IpUdmnj+1SXojgySZ2FwwjE8yRA41TG7g7Yrgufm6Z8h2D7r4Euytq9KE3MrozUlMxA0U0mFC6YQtptRqR5TKsvkF3Cn7y7OsMlnpEgwn9/aLgt6Z6oMCfiskv2GhHoAFJI6awlrEzK6uPYHAPD94x6U1kTH3eYudUxsZZOVG9LUXxbY/yizmiqsbZNqnMbhPcKdFdKrP4MwnT05sEAxnTX1Sw4uE/0yW/aNE9GbD9cCLCVgQPbi56sJzbi7ODNAfRdIjTMhj/MwnbzuXlwpBfsOmHDoXLHoV5C50pir9VgUSRbOVovGky9sQS2tR86+ZB7AeaWA83cV4pMf7ZefyRDP/TbexSCPMF4oUCmSNhMt4tF39Is/EgbH19jNTT5FYslCF2JjOC9rEYfyyhfBsKg32BQo7tEpc0as3FjGRVnoQWteE2SVG6tuV6j2Q9T9yRRkr8zQZpUb6nkzNbqNAgLmkah7extyzaBzPy8zbRdIhOFHZXsblawVsziQZSim/kUB/bZnB2A2/FZmdWMmCNGHKFCPt8ifsOLb1bK7b2d3HmcpQWMlonEtqBh7b4zgkEf4Px9zW39zlUAqXnCtRedokqit0jGndbSd7BgsGh3+xJR/V4SmYqwrqisGiw8YCJu2HhHJQcSW2A806edJ+PvWFLLWt/JgrznsTZ9SZTzNE+uRWLrZM2cUHEku1Ji8K8TX8yIbfgkHVtjEih7Qynpek+2hcc06ZDtFjAGepj7xrYOxbGxRLt/RCc7NO5MEBUheBeifkftendqeB8ZAvrigQyo2HtXp3edEJ1qsXd1QYq0ZRuWfSPis9w+749LPVYQOP+DZxNi4M/Nic03cBC51MyE0xf8bsvPczC0gBGQbbNmJo4tPDHUsqXRUtWmmiT2WBt22yfUGJ32vtdOodFu1e+bbD6qEV+ycSY7JG6ws7rj2iiiiKpynFba2XSYobVNTDtFPWvB2kc2GH2f3ub0l2DeKFAfzrGWnExcgnGyV0AvGs54npCYUleP5yM6I+lOHelFNCZMFn6dIrfE7BlONun33EJG5qkoHHzMTvHDcqjHbSbsf2wnLhWT9FodIku1mivlujOpNz50/1S71wqMvDFPLl1RVpJBZiZF2KuGvd5+rF3GP/YPeLhmOBgSO0FD9yM1NU0XreoXTLpfLLLhyZvoQKT5PkG3lSH0l0D47AQT/KlkOaS1FSfevwy/rUqdkeRW7Cxdyy6BwWMuf/QGjvPjTL8itRit5tFUk/4dpkNtBzcckj5NuTvOBQf2cRr+PiPSF7pzptDTD+1IDCEjsnM4/dQ5ysUPrrO7U2hQmsTzDdKqBTWnspwNyxGS23CWibNh+9z/L239G8wjAR2TqUknuC3zdH+u1F+KJj7mQIDb4m0oT8miu7KfIq7rSjd1bjPlnGbos72R1PyF/LkVhWqbzJ+37p4Sy1NWM8Yek2RrOfxJ2KCk338kYzGBZPUFY9q6ZaFP5Zg75pYvtiV+qMK53KesK7J3Iz6ZQXXSoy8kpJZiK91TZHuOoTjEU4bJp9NRVjbiOi+PsDRj85hhIr+mKZ81WZgqkWUWJTP5+iPSZq97pukjiYYSUFB4bU8zdeGiUZi3rp4gPJNi9IVB3PbJi2mhI2M0RcVbjGk+EaO0Wdlcqq94OHsGHRnpM6WvlLDPtuksCQuAiMQE3kyFmJ2Dfqjms5MRpIXM7ZzsYg90eNTnzlPWk1IzwqCvDehMVuW1BwdTeWrBVYftdi6V+X5xYO0z/mcfOg2uUUbq6cwDE16pYzdMQiO+ZSv2nQOpJhdQ6xxqSIcTCjeE11g/VXRipmjfdzLeXRgYvqK7HAPdUk6ge3NIrl7NijJT/12LTQYTihft6CcEBfFe6kSxdoTAjso3rQ59cBtao+vYbdNkr7Fcy+e5ObNMcr1HsNftdk+F0OqSAsZ/VFF82xMHFp8Ze4Y2kuJKhDfLNOaTeByiZ1mgXCuTG1CJvDnrh8hKWQMnF0nPt6nuCA1y3i5wNIr4/j3+bRnDGoPbmAse8ycWEFn4gPVTka5ELAzC+rsLq1OjnA9j7pVADsjs2DHzxPVMxgK2fidKboHEja2ygS7Lv0RjXG4iz+SkeY0haEezqkml9+aEbjoBxF+paXu9l5u72V8t8T5vf/7n5RSWik1sPdvpZT6t3uJ828rpc58r+f/gZjc0JIzUPzkGnFJU3y+gN2R7lt7NqJ2VbF1vxL8TqjwdqTQ3z4V4Q8rWrMZ7mfWac9G2B0Df0jTf7hPbt2g9RUJrLU7isqcQXfCIL9qYPRMCq/mKc8ZpI4ierxDbl0R1jRPn77K8GuZGMV9g3BMEpf0tI/VN+jMQFzO2LxfpBba0rROxZg9g/I7Dr1xzb1PGZjnmqhtCee98uJBwpGYpJzSOZSytSw5nmED6Z4GFhPPKqo3FJWrJnZHYfmaoXOrVC45VPc16U1kdE+EpIWU0i2xnEVFRbiVo30kYfUpSe3aPheT5OTi0LlPCvTt9SLdKU33REjxrkGS1wwP7eJtGqSllMqcwgwUU18NUBlkd4p8639/GNU3UZdKRId88ssKNRbQ3xejLU1nWhFNhxTnLcwXK2S+xTvnD5IUNPk1zS+eep6DT97ln33my5jLHp39sp22+opsKMQe74GBhMsMRkRlRZbPME3Rv6lAhMjea0X86Rg96WO2LI5/7CY/e/ZVSBXFOxadCwNgy2defcURrPimh9s0yC8JGTn14K07U6yuVyWWUCvSQkp+0SK4UsX+3DpGx5LmSc9AG1C+7GDd86g8l0PZGcmhvuwOtk2C4QTvWo7U0zRXKkSjMcdnVpg9tcDa1SHSyKR1LsId7ZO5Uu8yVjxUBhtbZTJbhMa65dA9GdK4YNLueaTlvabJzQKqEqFShdmSPIedqwNYHYOsbdN5UqRAbLqUrjqYoWRpaENgEmlqEF2qoQvS2f821v77HX8L3dK/lDgPoJSaBD4K3PsLx30SCYU5BPw88Evf64l/ICa31BXVev+PRjAiReuYlhzPniJ/x6F5XJT/jbcU4WGf5pMBaz8e4i465NY13ppJ56sjNF612ffFDrkNRbbu4R8JSF3oTyZE1Yzuo30JXnmgg91VtI8mFFdTWrMJ9vkSndMB0UDKK394ks1TJrlNjZruQQbhWMzAlzzsXWGjZZWEYDilekPBQIgKDdJ6QraHaVORwr9WpXjPoD+ViJd0y2L4JQNrwMfom3gPbhOVtWCHQoPuqInTFhad6YtZ2v/tEYJBTfZsAz28d/k1NcWljN6+mK0HU4xQIt2MYG+iuuRQO7ZNVMkoXXHwRxPMjonbVNC1aB9NZHvzHwaJTncxfIPMlHrPrX9kYfWEfrJ9SmH5irikyb2Tw+5qrBt5pqc3oZzAMRGGlp9Zk0AZJyUdCcXRsZLwb19/hrmXZvi/3nlSYhLrIfFQzOSzAcWKj/tSCWvXpHlUYWy4hA90qV620FdLRNWModflotQ5HjHwsoV9I4+7v81bixP83h89Liv50YxwOMEuhegVD3cPxmn5itGnltAKtC1ZD5U3XHLXPepXNGOT20we2HwXtbR8ZZjiXYOdJ0K8Lcm4aB+LKSxC0FCobYf8G/m9dCxNfrhH4bFNLF+CY7xSyJU745yuLuI2DZQlRnzDyCjflNCYtCCrY7UmTo32ZlHqmK+5tD/SI2y75BZtoupe7CJQWJGmkRmIWDz1REsHEuBjhorOwQSVwMTJNUrTuxKduFAgHImxN8VqUj7c/L7PU/3/XUPh3wD/M385l/RHgf+0FxbzClBVSo3+dU/yAzG5YUD1ZkbrdMzIqxm5NTlR/eGMqCJ/X37VICorGl/zGPuig3M1jzm7y84zAe4OJAVIbcXSM2WSHJTnDPLXPGGrlWKsnkG66VFcMEhvF4W7dcNi9SdC7HogIS65WFISlWyVtx5MyZ0vkr9rY7gp7X0GTgc6B8Xvml8y2Tmd4tzKoWIlsoRzEv3nbcrWr7Mvo/aWiVmOiAYSWocVcceluGDQ7uY4+fAtmse0aNcKsPEgzHxinkd/7BIA22fkPeg/1kXvOuhEUX3HZvWpDG/FFjlEqKgd3cGIRdSqn2kSPTtAbqZDMCgnQ1pNMAOYeFYzMNkiLmq2TiniHQ9tQPtg9i5wsjcpuZ1GKERjbezReX9mleigz8qFUWGMvV5CByYr8wMEQxprVSaP3ojBvU8YGJuObCsXCyTVhPo3PO7bv8z8f6fprBeJS/DZT7wIR7uYIewb3KF1PMHuAuWE9adS4v0BpasOWw+nRId8kuvlPcmOfHXcpoHZMYl3PNx9HfpDEhuYjETcuzCOP5Kh3YzMzWgdT4hPdVn9cMbqWg3bTCkuKEZfSnnk3HU6ZwJ0ZIqQeDIgP9Cnsw+SMx1y6wbdUwFpUdh+/WaOnd2CWNpqmvhukYFv2nz+2SfwxxKcuRzumk0U2vQf6hOVNd66KdvlcZ/CsoHRkRwE9YltktDC3rKly673XDJrHs3jmp998BU6x2LiUkZWSXA2LNLYQPdlhQ+SyXtvtY7mz7eFRl4gAgDNpcoHcqp+kNtSvkPivFLqR4BlrfWl/+zYv5uJ81Z/zy2wbbH+kPgn2QtEzsYC7I5E4HWnMzYfTln6mCaZ7UoK1bZL2IBgOKV1MqG0mInJfUQLuuhUStaz8LYkjTsuIfU4LcZ3416OuOvgj6SoKyXKNyxGnl4iszWjzxsYKcSnuuSu5DBiCJ7qkFsxsVsm/TEBMQYjiWwF6gnmSxXJUSj8+aTcfCgWou+ORf2KZmB0l+50RvUbOea+dEi2Yj0D+4lt7I7Bna/v41tfPkX/eEBxXoSyg1/IM3xgC3vLZvwz8zQumoSDqaz0BmL0HzQYfj3D7hi0dwqc+KmrZBcrJKMhg2MtnHVbOGP/dJfo2QFUBnFFkp8qc2JZMkOY3LeJSoVyUXpgi9ZsQlpIaVzJuLfSwL0h70NUzegelhqVu2ExcFEzcFHjj6d0ZzJ0LpPA4TO7Qj1uWzQ/6jP/lX2kfQu3FpB6mj/65acw3yoRjcQsPj+Fig36J33+mzPfIj9vYxh7q5RIkfkWybTIHApLCrMaER7xMRIwyjGB79A5lOI2QYcGyWBM9ZqifNmGciJpZ0t57KZJY6DD3dUGrRMJvRGTV146hpOLcTYs0TguegQLJcwQ3JdK9I+F6J7FwGQLTM3hfWuM/p6L3nZl21uLSf/BDu62Ifq5CMLhhHTLpfitPGlBSCzuO3nGB1pYPY3bNBg8vS4TT8fm3FNXCEZE/hQPxmSD4qP9zRcew+iYAtzcsUgdGPiGS27VEqdNbDD5bBdlajqrJYK+I5jzmzlBduVDjHL8gZyr76NbOqCUeuMv3H7+Ozzdd0qc/5fA//odjv27mTifutA6bGC3xTrTnU7xpjpCjbgqdY3qdYk+M3uSV1D+WgHr4SaDbyiCAyH5JUHPdD7TIc1nAmTsWYx/Q2HkE4wIBl4z9yYeSEZDKbY7GhIhjNhdaJ+I2PjKBMV70B03JLNhNU/vQIx+ZJfkThH/cEhcl5PFW7Hx1iyUhtwdh+zxXao3BVRZfHCL6P4uZJBbk7zL9R8O8X6thq5HUrsrStF59P41misV4c6d7FC7LibpJCdd4M0zirV7dVQCcWqy81gExYTWUY2yM3rjis3TBsVFMZG//twxkrzGu+WxNV8Xjdt2RvdqndpcDGMBZLD5ALTORLhjPcKaZmmthhkqjEJC9OwAzo5JaazD7n5ZiWkTwoFUcg36JsV5QRm19xlsn1CCHSqmgnh/vkL2ZoVwOKGwrLBv5DEfblK45RD1HcnorMuFoPGqTXKfhGHr1OA3fucZidubz9Ef1Tzz8GXKl22ywKRzICGsgvd2HtNK0dM+9a97VMp9zHpIWIPcok35kkPzbEz3rI/lxRQXDPRISDIasX23hm46DL5i0p1QlI/soK6UqJ/Z4OCpJYxIScNjKKV9JEEnitOz84TfGMAIFLcuTaB+YYPS9K4k29sZrabkMKjTu7iPbDO9fwPtZpiRSHiCsZg0p/EsQUoVHt5i/fIQ1atSu33p9gGwM9Z3ymCAatrCCqxGZNWEzqGE/MFdqeH95BZGDOFgijvWIxj0yNq2TKymEImf/pELxC2P4EpVwsG/zyGrsvc8uW1prc/+hduv/NXn+yuJ808B+4BLSqm7SKr8m0qpEf6uJs4bMfijCf5YitVV5Ma7FLxItpKe1BraByC3CU5bEdVSdk5owsjCjDQ6U4Qn+7ibJrXfkGi0+mUY/qbJypOgd1w6D/v4n24TVaXuASL4Vani5x55idJAT0JkNm16swGto1KLiUuSMkSqCOfKIjnJFHbTEv5WBnFR03hbiuDJ5TIbPxTKVmq1gnmtSOmaQ+pp4rKQX3eOmpQueuKMONUkt26wuNjA7BpkroTiNI8aPPdL54iqGXZHceaJG6jYILeuWHxuitwNFycfUVwwyF33CEaTvUBq6bbZbWkQZJYAH92xHs0jJoNvatYetnGu5fE2TOzpHpWLDjk3IqmkHJrYIKxn/Pjxt4iqcuHpdTyMWEgpzHZQ+VTEqKM9CTbekSQyEMaesy4o8u50RnFRU71s0R+Vuqnzx1Xyqxp33mX8efAnYzJLyMBx32Hk3CrFt11+6MfPi66vK9KRr71zjPZsjLtic/jICsHBkP7RkHhHCv78Q8kFTbdccpvIhepoQv6Og95xMW4UpeF0x8NadShOtDF9g+1T8l1wf6uGc7pJ87Vh5q6NE5dlK3vk8DLOjonRsZj70iH8Yc30/Svoeowf23TnK0KC6djUv+WK1KQjWPTlrSojz5s0nwowrRQyxci5VeZfnmL3EGzfrpNWE1SiUZFBFpm4KzbWXB5CQUW1n+lhL7oYTkppzmKs3MbqG/jPD+I8uo1RD/GeK2H98zXG9m8RDGZMDe1gti2+ubyf8kgHqycwzQ9ifFBSkO+SOP+61npIaz2jtZ5BJrQzWus1JHH+5/a6pueAXa316l/3Gj8Qk1viQW7Fwm4ZhI2M/J+U6b00SDQdktvcswyNhVh9TeVWRv2Sid0Vtv/2ScXQcza5N/JkNix9UixXu4cgqBnYbQO7qzAXPfqLJdwdCdid+m0xXNeObfP5Z5/g41PX2X4gY+SVlGLFx+qLolwbgqouX7cE8DgguZrJaCjFakNO+rWnUqxjbcxAMfQnLp3DCUbHJBhN6D/QJ94X4G5aFJZExNkb13hXcrRXSwSDGbWhjtRHFOjIJDrkE9Sl3pVf07z54hGsAZ/22QAjgbiiCbdzdPYJ6Td/T7YocSlDv1ERsGU9I7cO7qaJcbEED+0SVhTlO2Iv86dj7FdKksb1Th1v1WLpa1PU31b84c0TBMMJg7MbFN7KidzljkN8t8hDh+YhMYg28nQnIaxnqEwCpo3BgGgkplTtY8SKrQ9H7D4YMH56lXA0wf9km82nYkGA//wm+QWb/IqiNykF8pWdMp1DCb//8kNU5hDDeAbFGw7ekiR6AQwPt9C+6AG1AcmXB8jXfPLLJt1JkX9YlYiwnlGZE+YcgHuyRVLK6HU8iosK7UgKFj+3SfpKjfIdjYolulDnU26tDZLt98mKkhcBsPGVCXRosL1VQtuaxv4m2ktpH4D4gM/AYBttZ+Qu5Fl7JsG656EUYGesvDmKO9sid6RFfsVA2RlRVZGb6KDMDG2AtwVWJcI91AagflVet7s/5cbtMdLxgO7+hPTrDYyFHJ39GVtfmmB1XVLI7twcIS2mtFdL9OaqhDWN4yYfyLn6Adbcvlvi/HcbXwbuALeAfwf899/rBb7n5KaUmlRKPaeUuqaUuqKU+ud7j9eVUs8qpeb27mt7j79vPYpCTmAjFuS32872tlQu7QMZ+RWFc1cK3+sfj+mNy4Q3NrmN1VNsPpiJE6CjcNYtRl7NKC2A/fEt4smQ0l0xwzu7iuhYn3AyYuGHJQO1ea2Bt2nw4r85h+EbLH1U0VkpMfpygrtmc+Thu1Sum3ROB5JMtCUBvY1Gl+YDCcOPraD6JhjgrxbxjwS0ZwwGJlp4mwaFeQvPi7HueWIrOh1gxCJzCYak5qVSaM3XsPoKwzcwWxblV3IEA5rchkFnRpFbU0LkzcfEJS2p5j2D4j0DZjtYPVkBGwMhwTEfjnZl29IQf25+TWM9V6E3ptg9LIJTMkgdiKYiyrdE4R4MZTSPC523cdGk/c1h+iOif/O2xV528fkjKC/l0LFlrL5C59N3J2G1mBPi8as1gR9sOpQqPu0vjFK4ZXNkcANShX5wl5WFBpMfWSDNQX5ZYTgp7gVZeatY4XT0uwHDAFElI81lzC0NEf3BECD2K+PT21RvJ0JJAAAgAElEQVTuxiTXy/SmE+qXIRkLKb6cx+4YtGYTVKJw1mwGij1JjMoUu4cyihNt3K+UGS2I0Nn86Q10TQK566/buG5MsuuAkvfc2t+VkGQDMavHiq2lKsPPWyTFDGPZY2e3QG7VIqxpzKZNNJCQ3ipSvuzATI/+XJVuK0//eECuGGKca+IvSXMmmQ7wRzTmXJ7gTgl1q8DmGbHsaTvD2BPjTn0Z2rMxcV3SvMKGRm07DJ9dw941aVwwUfkEPRLww0+/Tnaz+L1Ow+85NIosM97T7Xs+13dJnP/PjpnRWm/t/ay11r+4lzh/Qmv9xl991r883svKLQH+hdb6GHAOKfwdB/4X4Ota60PA1/f+DX8DPYoZwPYDKcFwgj+saU+ZeJuKsJFJcdsBdwe2H0xovOgQ1TNGX9KsrtXIbCgumESXalSfXMMMFUs/nNKZhp1WAbXj0DoiifWZDWnfggwK9yx690sxunckIi5ANhRi1CXpaOO0zeCllKtvTxGXoVrr4W0axDXplm3frVG4bbOwNIB2NLkFm6nD62jfIj0teZ/9QxFRTaPOV4iLQnMwNh0Ky5Cb6OBtGKw9kZHWE6EKVzSTs2vUrkJcgME3xbAfTMT4o5qpsW2Kf1rEiNS70oKHfuYS5hslkid3ya8p1GKOyksezitCzQiGUwrLit1D8j7aXYjqKef/+CTla7aAL1cddk5qUbnbYrrXFnQ/2gUN9kwXYzBg96BcJJK8xrnncGd9gPJ8BkrjHwnpj4j6PulbDH54hWg4kdDje2Ue+Cdv0zsYc/HaDLULQtStjbZZ+uo0RgTlxYT8G3miisg2Jr+WEvxsEzXdo3THoHs4Ro0EaEe8mUFdMTIjF7dWO0//F1sUTuzgNE3CquCreo93MSIBEBTnZaW++sIERx+ZR0cm2snwb1Sp/sQy1796CH80YefNIfLXJbJx53RKermCyiegFcZIQM6NUBpQGrut5P1atdi6HypXTZJGDMs5/PGEaDjBaStUbKAy6J71SVfzpMWU/HUXJxfjLxfprJWozBmSHrbjYncUmaM5+dBt0fulQpnB1JhjffSOy+qjplgDDfBueSQHZbex89wozq5i5nNzGBsuetfhj587K6SUD2Do93j7QRjfc3LTWq9qrd/c+7kDXENasD8K/PreYb8O/Njez+9bj6JN8NYsnKbJ8Osp3WkhTJTnDIZf29v65aDxhsXuYTDrIVs/2afyhks4KKuGqJay/dow/kQMkUHjHS2m6T2IJMDsY7ewt2y8SkiSA3PZIx6OUV2T3cNy5cu2XFqPB/hHA5afUqhE4W1r2t0cVg8ab8jV1Vs3yT+xCaGBs23i74/w/+9RUBrj7RJmKWbiSyZGBN3DMfkVg6QgdbyP/LPzcKFCfzqheMfCWbEpD3ZxD7VZuDXE1hMxpQ+t0zymJM+yZWGEirVXRveaEAIAqL9l8sI3TtLblxDHJmFNJp+4pOif7ePWfYx6SPtARu0qdI5FWD3BYftjCe2jCe6lPNXrUtcM6xrtpaRnOzQuacbru4SNjOnGDuZ8DiOBmS8HlOcMompGtuax9oS8tzow6R6W51U9i+aXx2SFZmlyaybfuHkYa8diYHyX1rmILDOwfr9O6al1+mMZW7MWvTM+UT0lLaZs/dM+5V8uE++6mM9sk5+3SfsWzrYpKzkFa/MN/JGUNDZoXh7g9NAy7rbCHxFNWxJaNK4mOFZCf0TjbRqEh33KdoDhJdgtk6ScsvrCBEYi0qDqdcGr60Q+e7cJOhW2nF7OESUWTkuRv+3Q3y9i5qiaYUz0UZ/Yxtq2mT69LEj0DPzpCGeoT2ERCm/myPIpZs+g9NQ6xttC6sgvWLTORKwsNrD6kj0b1xPeOX+Qo2cXSIcj+pMJ1bccko0cVCOSvKY00aZ8RRoxpZfzWMfa1D+8SupCzfGl8VCU7aiOP4AK1PtrKPz/Pt7XX6yUmgFOA68Cw98u6O3dD+0d9r71KKmzZ/rtCqequGCQ38oIGxBWFL390sZuHteU5iFb80gWisRFsDoG3QMJTssQVM6azdjMFusPg10Khd+/bdI5lHLjTw8RD8WEKwWi6ZCkmJG746DdjMpNBYNydcu6NmrHoXFJ4ewaNI9rvLfz+I908QcVatUjdTXtnidpWnXRvdX+yT2hNwCFV/PsHDWpX9nD4GxosmKK1VP8zsWzTDwj4uvefSHDr6eStr5WwN0UjM/67QHpMi4pvG1F1EhRqTgCGPdlC9lQjJxZw9kyyZbypN4erqmqKbyaJ/Jtsi1XOtCTCrNps/tYgFp3wdYMvSSrGTMW0WhuTVG84RCu5ll7MuPOrRHSUsrdb03J62ewfUycBrk1E3tCBM7EBiPT29jblghWA0X4aAejEFO+JSWESkU4cVvLFaZ+1yDouHSnFM1O/l1wqE4VI/u2MQKD3maejTO2NCau1Bn80AqNV2yiRooZiuXN7MkWTZkitv7m8yfozEZEtZT2/gxr1WX1pyKa62XxBcdQvJDj1W8eY2Z0m9JdcBs+/lhC77Bwz3pjwu7L3XUw6yGjP7LAffuX0XNFYb69WaF3QGgo9TcETZRbM0hX8zSXKxSWFPcujBOOxRTmbapvOoRdl9a5iM6xGKsUk1YTNpsiVNZuRtjIKNd7lK7bxAOJQDErIc6uYv6r+1Bmht0yeexzF9COJl8KsXxF9lKN8NEO9ttFWvclhPMlgsSi9NAmX3v7uNQNfcnVVT3r/Zzq3338HVq6vefJTSlVBH4f+B+01u2/7tDv8Nhf+XOVUj//bQ2MbvWY+HoPfzQV4euRmO1ZAUjGBUXphk1vJqFyQxGVpQicFlKSvKj77aZsY8t3RFu0/dowpXkD40aR4oNbqAzc4T5mBPa6mMk/e/9rWB1Zgdg7Fs2HYopv5MAQgoW3YdA+AL/+j/8Pxo+v05tJxAY0kpENRqT7fdL5Is6uonJVakR3vzmNu6OY+HqP9okIfzSldUh0T/1RRW24TTQWY7QsVjslSnMWOjAJqqYkn++aIuVYkdWg0TdpzSb49/lUp1oEownGhot1K0cwKFarxduDFJbAnu5JbcfTREMJ2oLCZQ+nZZBWUpKCprAsImixFtn0xhRWT7F7QBT53SlN90CC6RuUbskqyasLy0zlJDls97B0R+OSJp0vkls1Kc1ZbDZLVG5Cd0q6u+5LJdwbOZyfWicuZzS3SrhNhbNpsfKEhVsMCQ/7HB7eJL9i0Nsfo3sWa/OS/2kUEiqPrmN5Me6OYqTQZuQf3aUwL7WsbCjEbSoqN02cuRxpbBJXUww7xd41yc2IlGj4Cy75eZv+TCxUlzwkjZjd/2ec5iMRxjsljMDAWRUlf388pT+RUnt8DceNuXF9nJvnZxh4YB2VKPwxSXF3K9JRN3sG/gmfzMvA0MQf2uXEI7fIz9v4sz69KZHmWKuOXOTyIWbTJn8hT1pNIFMYsaJ/o0r0sDg+smmfZCOHP5bintuGLemivPIrZ0BDvdAnHojxh2SX8LM//XVZ0Y4FbO8UCWMLe9siHE4wewbqiaaQpj+A8V/cyk0pZSMT2+e11l/Ye3j929vNvftvByO+Jz2K1vpXvq2BcawC6w8X0LZm4JLG2bIIJ2LpWE5nRFWN3ZKtY2E1o3jHxGmaFO9JQpbKoDehifNKEogGhQoYTYds366LP/GFEp1jEd6WIqsmfP71c5TvgJEo4qoc3z4quaZZ10ZpyPb5/PSLv8Dmy6OUr1t0ZiN0PsVcdyi/mGPg5AZoaJ8NRBM1LJPK3D92mPySgc5lQnzQ4LTB+Z0aINagkheS2xCZifnTG+KQ2BUgp3qyKT7GekRh3mLsCw6te1VyS7LN1iaYo31K8waNiyadJ33S20UGJ1rkpjuQKrr7UsKGpnhPdHRRIyUuSapWccHAf6RLbzohKWjsDpTuQlpMcbZMchuKYFCTX1UM/kaOYEC2NU7LwJvu4B+WFXFma7IzHZI8pD2bY//tFbwtWUG3jyWEjYyVuwMYoYG76GD15G9UCWR72QKXL03TH08ZGN9l8FUTux6I1m3bpd33cN4q4g9pXrt4iK1fnSYuaX7hk1/Fu+URlzX+kx3CfSFsuXirFnpXrAu9jQJ2W7H9U32xSbUsKjehfDcTOsqDCfayQ3RMVpTSpVRQibE6BsP5Dsn1MtWrFubBLqs3B8lyGfklS4KAbhbJchlGrLBv59h/aI3ScBf1eoVLFw6Qne6gE4MknxHO9sks8Bo+6vka1nSX7lS214iSXFYzUFhWhuEl5C7mmTq6Tm60S3O9THHB4CMfucjOKZlA15ol6q8Lct8+2+Tzv/UM0UBKGlhkHZverQrpRIBVismvGoRvVzEOd9/jlPDdh0Y+t/dy+0EY76VbqoB/D1zTWv/rv/BffwR8bu/nzwF/+Bcef196lCQH3WmRWzSPiL7HW5AvafW66LUKS4rKTcXmGeDJJlZX4Q8qKnPyxcgfaRHWwVrwKCxYtA/JJJRbNzBH+2QmDL0gV2fVF6zzzolMePYbFo3zNtUrFt42HD60IhKQNQ8dmVh9aM9GFKo+5q5JNhYQVRTrNwfJbGk2oMHaNclOdFCByeKnNKXBriDUh1J+4ue/Lr97aBDVUtYvD7F1WjP8kiL40jDaBH9IivNhZMnWZNElqmpWHzWwusaeADnDu69FEti0D2a0jmjMWzkyE9pvDIrcZcOkONEWf+gDKd6aSWmkQ3ysLyLgMuiFgqQmzbbojWuaj0S4G9a7dh6Vwu7ZkJ1jFuFIjOpZ2B3ob+UpXxBVvjaFXOtPJBhewisv3EdSkADs0k2LmRMr5JYtvG3ZEgZPdOjdJ9stz4sxYkV1poVKpOO4fb8m2ciR2TB8eJP+ZoH+sYC0EaNixeYnpGzwH2+cI7P2kq26LpYXkxVTgrEYb92UZLFQNJLhep7W2wOkhYytp0NJmjf2aB2ljDSw8DYFJBCXNfaii8rg0r0JrJ7C+6F1CZyuyHM7LTlrVKpQkSJ3rEV2RCaO/lyVoCEo+XihgLElQEnnal4uGLsuzke2MC+WKE3vikypaaFN2bpnb1bIgr0gpE4B9XqFx+6bo31fzJ+9fD+UYsrXbHRmsHsQwsc6RBdrhCf6YMlk6TRNCgd3GWq0+eih62Q2hBOxpNV/v0Mj9c73cvsBGO9l5fYY8F8BT++hSd5SSn0K+FfAR5VSc4iD/1/tHf++9SiWj5ike7J7/bbQVpsQ1gQJE9ag/3QXy1fkfr9KfyqhPxPTOgL+eEJnoULmSh5AfyKFSkxuQ+EPZzQqPfxRzcaHY7onRZlvPdAkt2aSioeZ9n5BOu+eDWn/6gRxSVPYv0v5ik3/pI/qmxhGRu2KQq279CflNXqHIlr3qmR5ybSMQ0mpsloW/b6LP5qgbc2vPv8hJmfXcHZMvHXRpOl6zNozCa1TsSC66zGlix65F2WLZ3eUGKj3OnOZKydOcLmKue6g8yn1Y9ukLsJIG07QhYRwOJEu4GWLwl2LzNGEV6qUXxDrlLsNST0BN6P0mxVKCwodmAxeShl4ZkVIupvyuklewJzmYECSh/JVGyvQVOYEGx4PxKhcQqEUYPqK6nVJdHKf3mJ+eYAzn7xK0NCSCfBqicYLDr3pFM9OKCxrwvMNsnKCUYz/vHihoeIGGH2R3ChDk5US1JpLtl/8pc6pJu3Ao1D1UbcLGF5CYbBPUpCurxkoSg9tMnpwk8Y7GrslYufeuObsozfIL5toSzM2toPKoHzLIBoQwEE0GmMueUSzfTrPD1N7cIPyGx5GBL0pTe6egEPttoH+Zo0ksLlzbwgzgrOP3hCc+FiAs2uQdW3cHUkbUz2LrdUKUVXTm6tKnVFBMhIJFbkLXjXAbFnotyo4j27z0qXDYArua+AbLp37Q2qVHmrcJ01M0mNdXDcmf0dqhNbRNrnfE/7bS8v76E0n1F6z+YcnLr7HKeGvHx+wt/RvdbyXbum3tNZKa31yD01yv9b6y1rrba31M1rrQ3v3O3vHv289SlzWbJ9U7JyUrIPaVYkl0yb0jwW0D6Xokx1G/qNHYVGK41gad80mKaWMTG+jnYzc0RbKS9FeSvGSR+eoTBq7Lw8Tl1MGvmVjrrlMHNmgs1qSXMoNYV1ltohe3XmXzU8H6GmfNDWIiwJafOiBObJMsgqMRFGaaKNjg+pbDtrUQtawgC0Xd9sgKacM1jqUb1ioXEpuzWTr62PUrmmC4YT8ZAdj0yFf8xl41aKwmonwNYKgAWFd0R/LiGYCMk/jj6UU7ik5+RrSIR571iR8dlAU8qUYoxhjb9m4tQC7owhrIn+J9wfE4xGdfdCaTWg/4uOuWgy+YLN9n0HqSt1y+WlYXK/hbppCTHnbI7PBWzNJdh30qQ7VOwmZCb1xRTTbf1eKcLC+RXqsy8aHY/yxlN3LDR46eJcLXzlOWkpxNyyiMuw8E2B1DbZvNkRofZ8vMotlDzMSaYU/63PrzUmyasL2HdnKF2451I7uUCr6lG+B33fZmavT77iMPriKYWp4tUJuVZHkJNVs+0aDbuAS1GVb7o+nGAe6vP1nR+ntj3EHfLL/NITdht3jCVbLQoUG0xNbpOMBzjt5SosZYWxJMJEJg/evk7qaZA9+2Z3KsNYcVEdE3pf/6Cj1BzaofyWHNiRgPC6Dsyui4MGxFj/+sfPC49uTyni3XDIb0beZGVkuIyprWnerqFRBJtRf+2fWsdYcPjvzOgO1DsadHNaVIvFcmf50TNK3SK6V2fhIzIMfvsZ0rYmzY9J8KObt5l/b03vv47/EhsLf5jD7Cm9TkVs1sXoQlaXVX74Njedd9n8xhssllj5sEdYV7rltVF+ICkZo0PvaMIZviBXGN6kNSTF5+g8QAmsKVjWiNy6wxtXtClha1OQ/uUhmI5z6UBGMJMz8OwO9nCNYKGH1xVD+1teO0m/LMq80D907FbEZJaJDyk13ZNXQV/gzEbgZ/a8M0z6aoPuCT8o/uUl7n0F+yaK3mWdwdgN/qcTWwwk7swo/sOnsz4hLGf0RzcTRdXLXPUYPbjL+DdlOWrvSISwsK9bOQfcBSaRyFlzYcDF9ReVLRckbLWgaV1NKr+aga+FtKNxNC2WKfGHrjNynrohezZ5BsRSQOfDAfXdQTzQp3wF/QmQT2Y0i935IPrP8mkYv56hcdAhrGTf+7BDJep58xZfi9kyPhf/zMGFD4JRuE6pzGSMDuwxc1BjDImZmw8VsWQyc3MAIBaTpXcthTfWovWZjdwxK1T7R/V26vsvpoWX6I4p0U2CPdERraM7l6R2MUZnEKvrjCeZYn/BSDf/JDioycDdNwrZLXNQMf9Mk8m22TimsT23hbpq4h9o4oz1WLoxSek2aNs2jCj90JAg6g51OgXS/T37BIpqWYOlkRCIe2dcjKWjW7jboTimKD27BWEDpqXXCwZRCo08vcOgkHmP7tjDyCdoA62wT86EmRgT9lSK50S6FQy0Apg6vUxrooesxKwsN4lrCr/37T7H19pCI3u/pdzVwhbovXW0r4/ztfVxdHkElCqNl0Y7cD+BMfW/NhL9TDYW/7aGqidRJMjBDUaWXb0F+I6X8s8vc+5hLYUVTmpdienOjhHYzkkKGNjXBgCbLZWReRu2SiX+hQX9Ms/BDCnfFRp3dxXknT5LXmD4kPRt31SKLTG4ujJAc6csJkMLgVJPFZ+SL0LgkWQ5JTlLmc6WA3IrFzoOxKONjRetcxPHZe4RzZYxIEQ3HqMCEQGpkGJr8osXO4yHtnoc/LtF3+bs2vWeHya0b5BdsckdbZEt5jFgAAdlQyNINUdesrtVYf0g+qqQuHtLRlzpYvsIwxX+pUvFgBpMRxc8t4z6yTfEurD1sSD3zhkkwtBdQcydH5aYpivdItu656x4zfxzgWIIwv/4nh4lii/6IwuhLNzWZDkRWsw+SnMIMZcXz7jA14XyJcDIijU127lPoXMbw7AbahI2PxGxdGGb90yFJx8adbXH6wVukjZj/l703DZLsSs/znnP3m3vWvldXd/XeaKABNPYZbDMYkDP0DBdxCUqiRckhOxQy/YMOm6EIh//ojxlhh8O2QpJNSyGZ4s7hcDZyhhhgMAAaSzca3ei9q6u6uvYt97x5827HP76anvlDchAD2QjFnIiM3rKrsjLvOfec73vf5926NUw0mJKfa9KvarhRoP5ojNlTtLYKxDWPNFVc/lcPkNuSjvLmd6YYn9+RBbUF+Ts2vVFB1PtrFu6FAvGhHv26h92WG5eZS8gmQ7aeyqBtY4aK3bUy+TXQ75Xp7/kYhzr0B0CNhfSHUsIdn2Auxn9ml/5WTryfgLPsSiapF+NOdHGclP5EjLdpER7qk3xjCNtO2bw3gLYz0ktlgrrPX948ztaHo2Qdm8zRpKlBu5anenab3KpJf7Ekb+dQn61mkU7Tx7nnyBnW1CR5ePxT11EZ7DyZ0h/IKNyUMG+jEKMbDlnbhnWPqCLWuJ2rwx/PZP3Jzu2jjbRnUbmT0hvLyG9lpJ7mxD+8SuIZWEo+nGBU0TiVUFrKcNccKpctJl6H3LpJ6mq8TYvBCybNo/uiUlPj7poMfZjS3cpL99PWdM72MNomUVnzxQc/oHzRId3xiHo2cSmjdm0Ipymk2J2nRP6QX9ewlCfYyt8nxBoJhOMJuRsu11fG0KYmmu0zNilQQHfHojOX3C+umpsu3veKoMGtiQOgPZ9Ix+9oSHi1wtRpybY0Q6ApwS7qrCCsk1yGGQoWygwMts4WiaopWSoBzqkni6iyNIt3RumfG6T5dMjQJU1aTGnPZaAlTQmgPSvZr8UlRW7DoDeZcucfKZodT35+C/obOexH6pQWpFM69lWXuSfvkQzH94vgKlYMHt0jHMqky3hqGzLIYpP8AzW8VZv1VaGZDLzpEJeFHoutGflffa5/4wiGnaLdDIox3pcrktR0rEPlA4fsdBuzbTJ9aIe45rH7qZj2y1LAzz21y14rT7CdJy5AMJUy99Q94gJEJc3kTy1jrnhCOBmTRSeLDebHdzCD/ZtFTuOv2nRf7EhhXiFpXXN9sh0PlRNpib0n9bLcRIfUE0dGNJCJvnI1R3y3QC9wIDKoPLGF7hv0ByBsys969PA6dgecTRs0PPTEbaxyRFxNOTO+hrVjs31jGCOSnWd7tUS25eF9t4ix7aKOd3j8ARGh24/UOf/tE/RmYpw9k9mH1hn87Dp228B2JZvD25JGyX//0p+DlgyJH3togUb8KI9PwvhELG52S7P2csrIu7DzKwEqVVz46ilSR3Hv9RmGHtmiNxuTG+1SP6ZIDwdELzZJHYX5RB1tiu+wdlrorf2BDKcpP1r9sAluhtmD8m1F/n0fK1AU7hm8sz1L82SC1VMcntoWkaab0TkeMfCGy9MP3EaP9Wm/3JECO+BvSWiMWxdluT7bxLsuOBkdG0R/NsJDpxdll1iJqFy26A9Iuz+Y1ORHu/QHNL2ZmNG3DLECBRb6UJflpWFy62IWd/dMlJcSrBbQsUHhruCa0smQNCdgz8GLJmrLxTA0cTWlX9UYuzaFBZvh59fJOjabn0kwAlN4eW2FuephHW+RDsb7hndNMJGKuX7HId3ICYtOgXYksyCqQDgdsfcLXfaCPPP/JsXb1ejBCG/bZHenhB6UcOjN3TJmw4LQoHVzQPJMWxa9JzuEg4rcRIfSHYNHDt9l+zd6UnPbcSndsBgdabLzZEpxqsU/f+grNI+lHBndwUgUra+N469b0m3ezpHkxF7Xb7moWAKkSRW3L4kKyZjucveNGbzjDQrv+eTuOJIh6sdsfH0Gb9fA2xI6cVTO0LcL5M7ncPYkIf6xw0tYPSEXx9VUFp22SXaxjN1W5Eoh/pqJGQrlNi2muDd8CYO+MEJ+yUadaXLwwDZesc/dN2b4e//gL9HzXbKOzQdvH0YZGZUrFue/fQK7o8S9EEI6FZJbMRk5tkPv023SwZh0ocC754+gUggCl9Kixl0XUfPdDyfwrBh9sk12R3RuSU7TG8v47YsvYaRgdH78gBgZ6kd8/P8/PhGLW+oqSAwaRwyct4uE01LDaM5LTaH3Z6MUr9vkvl6ifFsSroLtPJufyuhfqjJwRaHGQgY+NKidVFiB2j+CKsLhjKGRFuGwpjMDndN9qctEslVXicI42GHh8hTeloW7Z+IvObRe7PLW7YNkPQv3rSLFlzYp3hGJSem6TetQRm88Rb1XJi7JMak62qJxVHPxypzE9DUcGqcT0oIIjrWC6GaJ/OEGRttk+yxcf3uOyVcUxq08xVs23Sl5T8LRBGPXxhrpoXpyxI3KGmvZY2xuDxJF7Zk+eqzP0Fc93G2T4pIiG4o5+aUbLK8Ki81bdtDVmPyqQTAfoQ0ItvOYNQudT+i92EG7QqNwmgb+pkEyHpHkJcrPaEsAcq7aI/9Kgd3NEnf+obwe77Y0HGhZ+IW+JNff9bC6BiqXMnBil7SS4G8Z6OU8U6+0iSKT5qN9Li5PM5DrYVopVk/ReaRH4+1RcsNd+pcr/Oarv4S7Y3Lt3TkmHt4gHNYYDzcFLDDQJzoQojZdvBUJpcbUHPn3HbJiIsfixCTxob1eJMnD9GeX6c3G+K8X6cxmlJ/bpDeZEJ7okQ1HxFN9vBd3GHs7pbhkcO1PjlG+BdqThpV5siWYo8mE+ESAPl8mPNHDaUqZpHTDkjm9nwhvPlHHfLOMbaSY56V59S++9yJpYqJSRVpMKeT6tA9IyHV/IEN5KY2HI3QqzaTahRGi7RyGI42Qp87eIPE1rhdTPwHOg/vocA1Lb80QBQ5jD28S7OTRpgQtpTWX1JHX9LGMnxxLP9pQIBdtKH8o3HRkcepD/QTExX2d1KBi70GN3dn3AV61MBLYezym+lc+e2ekeTB8URNXUjIHslyG9bsD2G0BYdprYrxvnhEWmrYzsjtiRk+Pd0h9Sai3rhZQNYf8HRttwPrSkCRs7S80mZuJ4LMr4EuVQrvjo6FMWIkAACAASURBVFKFUYqpPLFF5Zp03yZfUQx+oEgGRGLRXi2hxkJKCwaH/rjD9iMG/ZGU7uR+kEissNom1asK7ubBgHA4Y/K1CLemqL83glGIUTUHteERlRSVWxrvZ7YwtxzWO2VKlx1yayIvyF136cxmeMsO6WiEt2ndX7Di5Tz+qk3pUckfDYczDGc/OjBU2FNdokqG82qZ3ojCv+tg7NrUT8huNKpKhkN4r0hh0SK3qTBDqLztYP7uICowiaoa93CLW7+WwzQ1Ojbw/IjlpWH0cp6BK5ostAjHEjn6u0jX24Dqddh5dYL+sMT+TZ7cQq/5KENTPVYjKmeMXMjw101u/f089o6NvWUz8ScO9oGOBMccjFh6awYVmDQPS35sM/CxGya65mDsOEyN1cn+bIh7PwXR023aR0VmBLBzZQTLFA0iSuNeyhHMxphr+zqiyMB8YY/eXEThpsPUi/dobRVon4pY/dYsVgBpXmjL7g0f7WbklyyixOLQmVXsthJZSWQKMfmuh79poOe7PPzgHfKFkLFKm3dfP463K1M2mwyJLldwt00OnF7nxc9dpPChS62bQ/mCFzcMLTGQuYz8A7WPZ7L+ZHH7aCN1QNsSmNudyii8sIW3owhmxZicuhAO6/2jlUEwIeEdrUMZma3xlyVEJrcqKUH1o4ZYYQpiEm/PGqSPtnEaimgkwR/v4Bb6xEWwaxZDH2ic+Rbm9QL24ZbQU0M4+fBdYa9NZxTH2/i/tCnM+4z7cW7tx3voyKT9cEhac6ke3yPrWbS+N0rzcEb5psHai5qopLDyMdZze+hcirXgk+Rh458luDWFt2Fx+KEVydbMa5ju0RtRZJam+qEIT5f+jiHeyUpGFssxIy2mtJ7tiUD43w8zdEnT+/0x3Lom/kxTWG2z0oTIbI1OFHExo7Rg0FsV43ZvLsI2U1noPY3e8sgdbpB6mn7Tw5gKaJyUyLz+YEZuw8CcCOiNSkPCaSkGj+zRPdnHenmXYCahfjpl8/kUp2EQVxOsV8sMXjAofKOAvyzZAiePrpJbV2y9HGE2TbyhHqVbFkz3sFdc+iMJ3UlFXNKMvild1MZfjpMWUuwlj/qNAQaP7rH9sEEwF2MFBm5NkU6HrH0pxn9lH/OjFd6uQg320cUEbWqC1QJWV4z9xUWBhQajityKRdS3cHYtkoEEZ9PGSGGo0MW/6TE7t0P/wQDVNyjdgejFJpVrFmlmUBzoEg5pbi2MU1iwUW0L56k92o/1KC6YWF2Zbs6WRXcuobuV59bSGMG8xEEqJ2X00U3cGvzKr3wH54MC7188RHunwPbrE/gbohTobucZrHYYe2KD/nDK4tIob/y+WLNGS210aAoh5moRtY9pP1D5GBa3/wRFvP/Rh5HA2PcU4ZDQKbrfHqX1YMTgexb+lkHmaOKDEsTRH04Y/FCDKR+aSiXlCGDwakL3TA+7BSo0qdwCXXMIjvVRl4ukTzcx2iZxbFL6egE0jD28yd5pRW+tILqkt8q4+yLbqxcOYB9vkZ9r0q7l2XpvDKur6JwOadytSLes4aCcFGvDRUWC3xl+w8IKRK/X/XSHwqJF52yPoxNbdD8cwF90cBqSKhWfrxKVJYdB8D+KeDAhaTkEkymFZYPaQ/IrtsZdFXmEnYtwGsKNyzY9yvN1mgcN2jMG3UlF66AivVQmLqWUblnYHUm3mpiqUbwrH3tuw6B0pI6zbtP/41Gps3kp86dXiS9WxSmyaqMW8nhDPQrLSsS0CeTfKDB+dJsTZ+9ixNA5N4y14VDyQok4vGVhtCVsRfUNgqc7xAXF7qcEVJnuuly/OIv70g7ldzyR4ez4tE5FOG5MPBUJvWQqJhmPqB+XEkPxpU2M0CC3DsPvQ+vCEHq+y8S3TbKZHsGDPUmtD036n20xPNFg4LxFb1Qz8B0Ps2YRz4VUrwqlxWqbdKc1aNnZqwzUpovVVQyds0jymqSQsfKe6MRWL43jerH4TIeUgFUn5Vp0v1Ih9TNK12z0k03Gj27TXKhi3fMIh0R2ExfFD527J8dYd91m8C2b7pkequawsjRMMKH5nbc+LXa1sQB716I3HRMXJejFbEud896NUeyGNDuisiZ7psnGd6fIDwc0TiQMPLnJ+FgdoxBz8eaBj2Wu/icl4v3/YqgUth9VgqS+AeFjHca+LWbzqCJOBfemTzIbMv97MYmnGHrLJsuljJ+LWLoxLqjun5ILs3QvZerYFv2KYGucZZf+kR65r5XQAzHGrTz96j425/0x8g/UsEZ6nHj+Nr0RzeDjm0y+2uXM2QV6y0XatTy5BYfSHdDzXapvuRTu/qBAqwOL3Jp8PXPBx/6VLYa+sIoZQraaw39uh6xnce+rc8JDK2g6sxlWR4k740KG3ZTaVjjfJz8YoPwEbYmZ3dkzCSa0RLn1hBDiXijgb2l2VyqihP/2IPrBNsHxkHA4I6qmWIGIP1tHE4YvSgzeTqNAVJQdhxkiRf9KRvdzHeyGSWmoy8LlKfxH9kiPd+gPpkTDCfFynulfWhQbVlfjfX4L938e4Pb2MMFUSjiWktmatbcmKd41hIQbiFzEaRgk2z6dJwOMpiVi53KMHogIXxkmmJTP2Kmb2Ds2wXaew9NbuLd8QQe1LKKqlBzWF4dgqE/zqGb7rGR0Dlc6tGYNSq/7eH6E1uCt20xXGwz4AeGgOD36VdlVmGsevWGF3RRuWpIXT+f3U8+KixLH2DwMQ+8rvE2xdPUHMtJiShja6IGY/oBm99GUuJzCq1X6X2yAVhz/xRvwbplsnwE39+Q9kpxm8JLYCI/+F9cJDkbSvR5NCMYVfi7Cbhmg4bMvXER5Kc3jiejyBhKUlxIOZ7hDkp6lM8XDZ+5QubEfAzmckv9yiX41o7udR+VS1lcG2flgFLRkPHwsI1M/2uMTMD4Ri1tm7huqM8jtJKiFPImvyG3sE2dDqbnlLvusf8qneRgaR6F4y2bp5xX+uknnaMTgeZPCssHeKZPtd8ZQGQwcqeHWIF8M2X06pvCh3JVbpyOcBhx8/B7Ja4OkicmVN+cZfysl+NoYi/9U8f6lQyKy3LFRmVjB4qaL8TN7JDnwdhRj35MPMpiQpkJ/JKX52hiL90bYPZuhJkLC2EIFJp3TIfp0m9yaYvTIDnZHAmJ6g2JjSj2Nf8sluVLCueuBJ44Nsy+LROGySziSUZ1oEkxkNE5kYMmuL3Mg3PUxtl38qTZGJO8ZCpSfsvG0HMsMQxMcjAmXiyQ5UfK7OybZrQJxOaWzWMbbMWgsVcm/XsDfNPezGwwWv3EQnU8ELPr1Udb/Uf8+4fXgn0h8Yn8kpfFgTFxNiSsZ/alY6pCRwrmWQ9uaYCbBXfQovu9JJzlRTD+6dh+o6OyZ3L46KTuXhpB+jZJoC622dIjRMHJsh+ozm5hK4z+3A4B6t0yv7RGOJmy0SizvDTD14j2sHvQHJPzZOChyjv6AdMe1m+Fd9+mfEhN9kof8XalLNo7Je5iWEvLzTYzAwL6Zg46FGcHBI5vMzgszQr9ZxdsxuPzNYxSf3WKvmScJLLRWDByp0T4gEYpvvX+Uowd/YLcO50NMQxoL7o7JN99/gPJ50VpauQQM6cR/P6Yv3fHIlXtcPD9/P0DIbphsP5ViTgTYdZOh4RZHD63LKbHuYK86H8tc3S87/q2PT8L4RCxuRiKE2NSBu18UyqwZaWoPZfhbBnZLjvGZBSPvyzElsyU9XfUNorJm9DWL2jPR/TQllUp6fP36IO3DKd22h7su2//oTIfiVYfGwxG310bkOLIp3LPGvEXzSIre9CCVo0puQxEOZbh1TX7JpnZrAPvROqkH3TGDA18RHlpnLmH4nEkwnuEvOdhNg0NjO3QXyxSXDNxFj7Dp0h8A83eGaJ4SOUbjhR5HD25IJ3M+oj+akBwOMJwUu6PoTSYMXNWoT9eZ+J6meafKxOuaoUM17GKfyocWVlc0Z/aBDr21gmjbDqaMHNvBLwq1ZOA7HvFqnvyCTZbL7uPOM1uEwKWJNrkNg8pCBpWI1lM9jv/ULdzRgP6AxgyhONRl7MAezWMp1gWp2alKxMYTHtFgKinoABmUbppMT+5x6Pkl8vNNVArakgkcTsRkjhwDrQDW3pqEhkM6HZIcCLFbBsFERupBfqBH1hE/p9MQzdb8g6s03h5lY2GY1Zsj7O4WaZzK6M4lGE4KCnqhjb5WZPnNaSY/e09QUIGJcblIPBWRlhK8LYvSNZv4dAe95ZHkoHM0IjgeSrSkBUPPbKA8ySSwp7pCIt4zcfcUdy9PsHJ1jCQvzwXZ4W3dGcK6UkDZGdtfnsH7v6vi/XWl+bH83VkKixbV8RbjX3fo3aiQX1HEcyFDk03aBzJUojg6sYXhywKXDMdwvchDZ+4Q3iuSn2vy2X98DpCwI7NrMD3UwD/eIGfHbP/hDHpadI3RwMejc/s4GwpKqbtKqQ/3/ern9//ut5VSN/YjCr6slKr80PN/az++4KZS6nN/29f/RCxuSU48eq1P9/DXLHKbGrsrVNhwSCZLcDiSQN0nbXSmyEoJlhdjDPXxjzYIRgx0bODWBHoZFzT5Vem25VZNdN2hcA/MFY8ktOlOihjYv+ILqz+f4dYUR750C6exHyoTKtyaHOusrkFUVgQTKf6BNv3LFbrTKXEJdh/4AXGh9fnOvo5OEw2ktP7VNM50l2BcU3xsB2fLltzPf1BDhRKqa93OcfPWJNoEoyGTzbZTTCuleyChcGefHPFulfWfjRh6X7H+8xGt88OwlKd5IqX+YEpu3aS/kcPoG9g1i8GLorvLMoM0n9GelQT55JE2ZNA9JR5UK1B4NY16pUowkbHxtNjeHDeR3cFiAXO+Q+pDd7HMztVhKlcMoqom/0CNwWqH3ljGQ6cX8Zckb8AIxZe7dnWUa5dn6F2vEByIcbcsqcPtk3utroLHm4y+l3LkgRVR1/f28zgnQuKSJopMcvcsUlejLSnI3z03TVTJBJZZSvBveAweqGPkY/yLOXIjXfRynvhQj2i2z9LOAPaehdU2Cef7WF6Ms2PRH0zpPNrD+aAAQ30RhK84zE3uii6uqVj/cJRKtUtpvE0UOFSvgVuH7pkeznQXlSiCgxHRAwHeruSR+msS5agMLSTk31hmeKrB6BsG0alg38usadTzeLsxyXifxsMRWdem5IUYsbhOri5OMvINl9xth+JAF5XB5XfmUaMh3Y7HH158lLiYUX1mk8zTNP9gkvRclc1GkfqZBNZEg+ltfRywyh+xmfDRGgrP7/vVH93/87eBU1rr08At4LcA9qMNfhk4CbwM/Aul1N8o3vtELG7fD2Auve7TOxjhtDRrX4pRgYnZlzeqfNHBP1fAaQlwcmyyTtxxcK/k6CyXCYc1lYuCAbLbkOZTJn75LvXP9AiHMk49uEztmUjoG6FcePPPLsnkKSmwMzoHUu78wRGisliuiksw88IypRviI/R3M8yhPvH1ErmHahiRIhxO6U6JFQxTY35QhLkunWlFftli77Siv5UjKaXs3RwkqqaEx3v0XhuWXeGmIndmjyOH1yne3ad7DIg7IG54OHsmhRe22DutGD0fkXVstp+NyV/0SQ4HMNdF51JUZBAOanJTHZyWwt9SzP76bRJPkd4pMPkdkW3E5Qx9q4DVNtFdC+OJOuHxHu0D0B+ArJCiBvtyBI9NvJk2dkcxXOqQukL8sAKpXyW5jODiIPqPhyguGlx5c57MgkeO3mXk+I7UICcCKgcaDJ/ZQoUm2tQkwzH+lsEDR1budw3vfR5urYyiYiW4orE+xqKPU1ek6zmC6QQzUmQPtMmty4J84IF1jL5B4UMXbUH/1SF03SEuQNhz0NM9ssjEXnWxrhQw+orUFzhCmpjiEV0Xfl8wngkTblfBqTZrtfL9YG09JsflTsfDcFL2PhPSOpqgNj0xujua8iWH/Lkc6csNMlsz/Pw6/SM98h/4mOMBi988SPPiENtnxf5nn2gJmy81uPszNuOjDbwVh/xdi9Z/mBSqspvhFvps/1SfYCahvVNAn2xj9SCX6+Pc9mF/EUz/HxGPdycU3dmEftPDrgtuau7EBk7zY5qr/5GlIFrrb2mtv+/pexvhQYLEF/y+1rqvtV5CqEOP/U1f6xOxuBkx5FdkZ+Ss2+w9IAieydcQy4cpOKTObEb7SExSzNi6PcT4ty2cFhRnm2S2JqqALia0D2Zif/qfpsjn+mRDMXf+4iA6Eeoplmz57311jvwDNYYvhVTP27jjAZ1pzeAHiup1CMYVCxdm6I1p6Fh0xw3SXVfCa84J797bkd2XmgipXhRluM4MklMCg/zsS+9jN/a1SV6Gv25hrnnYbU1uw6B5OKN9fYB7r8+QOsKWK97VQgTuSRL89vVhjL4i+81dsDMMN8XuaEa+4uG9V2DgHVvot3VFsFIkPh7QOhWx+LuHaZ2ISR0J3VGp0EzmnrpHNhFiFGOS81XyH/jEQwluDcyGRdaVPIPiGzkODYm1au3aKMnRgHAkI5qJ0JYU8wurmof+y8skOaic3sVpweU3D9N6fRQeaeJ8UKB/bhAQSKe2oDjQJT7d4er7ByjesijdtCiNtaFt40x1KU618G94QqidTJk+tSlWpXJKvJbn6K/eIJhJWFodxurt1y1nI+ICGH0DpwWmlZLFBsTiR57+qw5OC379ue8SVTLcGz5paNEbyah8aKFzKYW5Jq0jCUlskt0pkHkZwcGIiT9x4BsDmKse5qKPs+Djr0mQsvFGWSQ0NvRGNe2mjxEr1nYrWMsenQf6FHJ9+lV9/+ZgeAnhYpHCEztYO7LrjxKLcCoWXNfP7ZHl5GidJibOgi9Rf+WQ/CsF+hMxliFYMHfTxpjusvVcwpW35tEn2/gbFsrOSMb7DDy/weLCGN2pj6uh8CM+frTEeQ18Syl14a/5918Hvrn/+48cX/CJWNxUKgscSAgygNmyaE+axBXRnKWO7GrsusXg+wYTr0Prl9pERWjfK0nKfE4L8TUQ8er63+/T2ixSftelN5Zh79r0pmLsQkT1mmjqOoHL9hmP1FVUCgGTZzawA8k99XdEmlK6I68t9UC7GaV7KcFscr+YGxc1ysjIbLmLJoGFzgyG3jX53u8+QmaDv2bh1EyZjJWUYEL+38AVJYHNRwM6MwJ6rL0QQjGmcNcgGe9jxEL5XV4dojTUZXKkQWcGaicMRt4PqT8Z7RNJ5H1MI5PJvzBxv7hN6ZqNGSlaRyRnovqvCyy8P03hgqRkhcMZ4bCmcMumM6PJrypyd23MFY/Ug5tvzFGYlZRztewzfXKT3A2X5GSHY48uU3s64t2NGVJfk/3ZEOGwJi6nuHXN0L/N0xvNSPKarVoJPdPDO9YgDG3SDWkudKcy0SzW8lSuGKSporVZJDgcYT7YxOgbrFwZo1joofwUbWveW5yVRPs1RwTGDRh825awoLGQwmrGxEALa8PFalg4dcXtv+vTH9D8zrlPoRKF9WidwXM2g0f3OPqrNyBRtHYKGH2DdMcjm+1RummRu+Ow9bhB8+kQu6UkD/ZgSO9ARHm+jtPW2AMhSR5BUaUGj/70FXLv5oin++jYoPvhAOMPbVI6WqN/rAe7Lkas2FmtkE2E0uC6NIjRMckvm7wweQtv3cYsRySBRXw0wFjyiSOLxjMhRAZPjd8ViMJxyVAgMojLKUliip0sU3gLHub/MoRVEmfKjz0+ms7tb02cB57WWj+MJOb9E6XUp++vCUr9MyR573e//1d/zSv6a8cnYnFDQ2dWM/ndjij589Jy6cxmaEMTDkP9TII72CN1NHsPZzTmTXp3i1KUThX+hkUyG2IFUL4F3dmU4qt5kVSYgKnFhlKMse2U2mktKKSrBXqPBrQPZtTfG2H18hi1n+8y+KGmeTYkGkypn9RoQ55vtizWfy6icsXCPdhi7J2Y3HQb+1KB7pMBRgLlSw56zad5VAjD6WhEOJLi7UrX0+gZxAdDhi9mtA7KWzD972zcujQw/Ks+/k2PqAKq5lC+LYr9yW+YuHbC+oejFO5BfzKifsRF90zslkHrmNQGdc+kMW+yUy/SOpYwd3YFu2nSn+uz/Asap2nQOpLQea4rNbhcRm9EIv260xmpr4mHpeDvnmxIruyKhX2kxb1boyQ5TeWbea7ensJedWjt5nFris4+XN4d7BFMwOB/u0Rh2SAaTiT/s2vTXi8SBw7aACNUMNIXjVnbovlMSLaSx24IVSVoeaSFFG/XwLUTnHsORqjIujZO3SSd66EGxKpXP6GlzrXj0h0zqH99Ag50SQZjnKf3ULFY8pSX3m/n7T0es7s0wPlzR7CrIShNfk7Ob+aiT+togvvkHiqFkaEWUVlTvaag4TDxLYtWxycqSQe9+vQmKlW4Kw7X98YIh4Xqa+9ZuCcbbF4cw3di8oUQlSjya4qhSfle7qkGmQVZMSE+2+aPvvc4zpk6hXM5SRDb9Bh/M+HA2B667lBcsNiN8pSGO4yUO/z0L5xjeLYuO73Awp1rY+ci8o/vcveLiucO3caMPh55xsfZLdVar+//ug18mf1jplLq14AvAL+q9X3V3I8UX/DD4xOxuGlDOpK1E3m0CTN/mVJcNPB2JJfx+2RbdbVI5aYivyyaMBREh3sU7hr0ZiPMNY/u4YjgCy38NROnrdGhid0VEqu2NLl3cwwWAjIvI81nos6/nrsv40hzGfFantoJuQNVZhpk5QQVGxRWNAMndvFzEVEJ+osl1p+xUOfK9MYy0tigciujOyX1krEzm6DB3HKwurL4NB6KJCD6tk9j3sRpStbnvc+ZYvsKlPhITwXok23syS57j6TYqw614ybtwMPdkyBis2ERDgjex0jACAwhmGgoP7eJfTOHu23RTy1UCoOvO5QvOsTHA8xKxOCf5zAPdXD3TLw9RfdAItYyG4y2JWbxV6q0NouEIxnq3TLakHpkd0LhblikB3tUz9tET7eJD4akU6GYt8cTLr97iNSTG0J8qwSmpnzdQhlagmsGEtSGh9kxOPYvdrHv+GQjfTJLkxvtMvSqgzfUI5iRtKgkp3no8QVK10UrV3wjR9axhf23aBA9EJBfM2if6cuNcTmPCkzq62XQcow2N13QiuhSVQgeMw3SSoJ5vcAXz3xAt+Nh9eSIj5sRvjdIbk3dRwbtPZzi1gx2HxT6RXcqwyrG7HwwSnHBJKqm7K6VpZTSkbzRznKZubMrHKtsk75bFeteBo1WDtNOGfyXBWETein9lovdFjbhwb9zW667ZYP1T1ssrQ3h7ZjkP7vFO5fnae2KsPxyfZJ6Mw8IdSRcLgqK/MNBHj+9wJtfe1DowB/LZP0RH3/LUErllVLF7/8eeAm4opR6GfjvgP9Max380H/5c+CXlVKuUmoOyUV+92/6Hp+IxQ0F019aIvh8i7ig2HnIJsnLojd4waQ3Ka4ElUHqKMIh0UoZkcL/0Kd9KL2fj4BWhMtFcpuaqKjwV220CZOvRehCSut0RO8Pxsjds7DKEZX3HfKP78pu0crAyTD7cpe3Nh3qq2XcVZvHHr1Fb0QRfG+Y7P0ywVSC01TEJQmw0Y4w0WonDJJyirtnEvzxGAD+thT4B8+b932zRsz93AT3VIPyoTrPPXVF/LC2JunamBeLcKNA5UOLgWuyaJkXiqS+Rn9lUOiullBErEAcB81ne6jYIPzyKHYbogMhtcDH7EvtKZjUuJdzmEs+YcUgvlsgHE8IplLyyxa56TbO0RaZlxE90aYzKz5IbWqOfeEWKjbIbSgyR16/dzlH9FKLqG+RtWxxbOyXd76fTZC5GfFwTPGKQ29Mo/uG3N77Bv62wpgKuPFbZZKcpnDZw5rpwoUy/Z9tkN0qYNdNzCWftJKIHenhkCc/fZVwGE4eW6HzaI/W4z2ShkMwnmGvOThNoSFrR3R0jPRFR1ZTZG7G8AcpI+dMms0czqZNerzD12+ewljzSMYiwYJ3BKfVfDwkrSQkAwkDH5iEUzFxMUMZkh+bpQqtZJeuEkVuWcJbujMJYy+sogb66P9hiG7q4DRg/A1F66keSSjli7X/vA9DffKFEHddrmOnYXBlfRyjZxA8HmB1lUQYPtRkp16URtNNh2Q2ZOHyFI4bUxxrY4YK/0CbSikgdTXvXJpn/NnVj0cK8vGOUeANpdQlZJH6utb6L4D/HSgC396XiPxLAK31VeAPgWvAXwD/RGv9N/5QSn8CvBLe5LQe/R//Kcf+jzb3Pj+A04T2nGRwWj2Fd6xBd6lMVkwwWhaFg016Nyr4m4rWcZEXFO7B3lMx/qKDW4PspTrBzQpKnDUk5RS7YZK/p/DqGc1DBkYM/qd22dstMjVeY+3qKFkxRTkplXMuZgS7TyZCUG34OBv2/cR1/3iDXmhjXy4QHu8xOdJg5c4PgIDelliwykspay+n5Bccooc6FF7L03giwslFWFZG0HapVLu0Oz6s+KSeaOYyP2PwQJ1mxyPZ9TFChbdjEEyn+GuS/aBNkZu4O5ZkYOYTSAywMorXHIKJjPyKQWklZfUljfITDk9t04pcdi+PkJRS0FC5YqFe3qO+VcLwE3RiMDraoPX6KA984QZXvnpMQlUy6B6KsWoWqZ8JIDOXkh8OCFoeOjQxOwberkH3QILyE5xlQWhL80Vjd2HnbIb2M+w9i9TRjJ3YZuvDUY6dvcvWvztA6xBEozEn59e4emOa0lib1k6B8mVbqMkvbbL3zhgocUHEBY19okV8rURxGVovdlF38tLcMcCd6BLu+JiBQA+sniIpZFSuGNQfiyldlmNy58FQ5ETrNomPZGIUxcHgjAWYHxTJP71D6/wwRgL9akZ+zaD7kNTRvG1DurpdE+9Qi2C9gM6lEBkYPYPCXYPMETFxUswYuGTQnRCvb1pMUaFJftWgM5dgt+RajcrQfyBgoNyldX6Y/mSECqQ55Ex16a/nQWkGD9bpJybt9SLYkvMQHQ/IIhNaFmjF8n/9mxd+SHLxkYc7STsO1QAAIABJREFUM60nf/O/+ZGeu/QbP973+jjGJ2LnpjKE+/+/NRi9EEmtp6746acukl9VBLcrsktbdvB2DdqrJeyWIvWgeFMu+L2z0j02Hm4Sf0YWv2wyxDjYIbchye2ZpWkfzGjP7pM9HGi/P4hfDFm/PCb8LkCnBv2qyB2Mjkm35qM6JmYocXZGDK1anqn/yyYuadSmx85b4/zCE+9hVSLMSoQVyPFu83EDd82RyXKhQOO4Rpmytenu5NCxQetWlVyuT25dXBpOS7qau2tlTFNDKnTeJ3/uEqWbJoVVTX8ywjre4sCfy+uxOwqjLSHBhpvSPiII6+JaytZjBqWxNtW3XFb/aobNpUGSSkLphoW/LvkA9a0Sqmfg3vRRdRvbkB3pO5fmCcaFFhJMpeSWbJKBBLtt4M20wUCYc32ZwEyERBVN4Y6FteGS+JBOh4w/u4o2FI2jiMF93cbbEUnH5m6ZbDji2qVZ2gcgLmeYdZuri5PgZPRCm6lvCPyxN6pZXxkkycldq18V61bQ8sRGNqHIVvLkH6gx+VqGv2lQKQSo/H7yupdKzdvQYsdKFdHTbcLHJIjG2rPJHAFGysUJOpfSr3vERc3ezUHiUkZvPCHLZbTnE3RdsFLBgRijGJM5mu52HqNnYG8JnDLzMsy+JhgX2EPppknrxS6lRRGcj3/HZPzoNlFZkx/rkoz3aR5LCQ5HpC2H3TsDxId6uOsCMS0sG/S7DpiaE6fvEbw5RHauir9ukRsIiMoZWWxgbu07EyrRjz9RNT+xX33koSG5l+f2dw6y+ryNW9eUljK+85VH7usB3boidQVfo2IhhvRGMsIRTTyUkLtrM/Q9G32+TBSZlO5A1rLJfadAXNy3eDUMrK5BeVFov1FJCyPNzEgHY7EIbVsYTkp4ske/qiWBqmVhdQ16E3IUjg+GFK47bP1XEljs7Qos8dv/5kmSrk1WcwnPBLhP7EkWaEtyS71ndwFwFnyqf5aHTGHv2qAVrd28+EdToXT0L1cYfM8i3PNxmvImvLMxQ/NEQlRUOJs2/b7N2nMW08/fIxpMRaPmp5Lubmr8bYONL0bSjdvN05mB0qe3KN6x7kffhYdDtAm5RZvcmkk4LLu5lbtDZI5IUsxQUbgrcMexF1apjkomd9D0GX7DQhdk96arMdmOh92UHY9zpIW3q/jc0etsvjIltqxKRjwSk1/XBGNaUqScREgWGwb9qVjqYIVUUsp2bNSdPKs/nXH8xdukoxFHD63jbysmn16V3IOmwslF5FZM6bwnUN8tsvIFTXqmzebdQYxtV5LX+wYPPnUbf8MSr+a6TbSSJ1vJ41/xJZavnIq+zhP7n7Izirds9GyPrJJgdRVWJZLQ6k2L3FQHmjZ23aL6XQ+VwZkTS1iBXLNmOSI/2sX9oti00lxG+2CG58WkruCQ6r/QZX15kGgoJbxTwrQz/E2T2ald7Ibs1AarHUbfk4ZI4oMOBBW/3S1Q+vQWvVM94ex9q8RDjy/g3/DwjzZw90yMj8tb+hPk0UcchZSDXw4xTjfFNjOiaPzcPkespfctQtJVIlUUF437EofRdzIMX8KFu1OKYD5C3clTe6aPv2HJEacsHs2Ri+Lf3P5SKOz6Qoo1GvClucsYTYv+cEpUTZn+DxaGIUc+bYJbM0TJ3zLpTSXM/luDznxMb61AVOK+R9PuakpXbbSdYd7O0agVKC5YIjmZTdnbLUou6WDK5qczigsWia/RYyHEBtqUY5S3LHW5+gkJo7bbiuRwQHauiooE+YSCaknSspJ/PspnzlzFXbcpv+sSXBwkf8emeySCXfe+bcrsKTbvDQhgsizaG8cXA7u2oDubYLcMOZq70twwO/K62gdlx7G8PUCrI8lO+UpP/LNti14gnDdjOCR6ICCzYbLcxO7CK986QzCdcPTwOqQKYkX7+S5uTVwgSWJCJphwgO7lAbA0zpZNUkmwW9K8uPbqYcwth2bfI3uiydZfTVH+/SLBVIrzTpFwOKM3mZBM9Km+a2N0TJx3iqjIwOpBeLaDqkZc3RxHpSItiioZKOHzOU/vwfE27o6IvP1tcajkrnl0ZlPUsk/1XVt2jYhhPRxNCFYLeDsGBx+7R/3ZELdmcPHmAfwdMMZCRgdaGG+Uab82el+UDtC/UqH8y2sAhDUPf9VGeSlWD37pxAXC4YyVq2MMPrjN9MlNgr7D1t/rkV+yCU/0pJZoavZqBbp/JVQXK4Da4zEXrhwkLmsKv1emP5ziefHHMlV/4i39iCMLTRZ+0RPS7i2IKhrnzSJpJcHuafwtg/yaJrlQpbBg0zqc0p2WQOWtxw10zZEAk5zGLUgauk6lpjb2TgYTIXElY/V5k6SSwIqPWzPI37VIN3J8eek0DPfRlgYnI3UNrJs5sDWZJbmq6tEmTlNhtk22HnNxdqSOERczyUsdSGkfgPZDfbx1mySfYW04RGXZjZVvmFgbDoVlEyNS5Ia7JD5yJey6FMfbPxRpqDn92B2cpoHdUpSWM8xFn96Y+EGtriK3pmh9MEh/NGHxF01eu3OYJJ8RlSE+1MPqwvTkHvZkF39bY3+zIjvPwMR5ag8dmpTuilth5g9MopLgf3LrivyCjbIkyk7tH4lH3wHrVAvLSkmbUqMKVooSVLyfEG91DRG5XsmRupqFy1P0RrQQPTLF0rkZhub3cKshccPDq2kGrmp0KhO+uGCizIxoIKV6weLAEyv4qza9UTHgJ/mMpJiyfX2YYDdH71SPwj9eRdsZ7eORFFct6ZC3Pt1j4HAN69k9dFE0idlKHrXpEbZdIQ/XTDA1g0f2KN6RrurQH0r4S3f2B3myAy9soG2Nd7xB/dEYPRhhLPlCdA4NuSHYQsPNuvZ9TVnj4Yik6bCxMLyPmU+JqymliTYguritVhEjlCZEOJziLbjMPr3C137nU0LT7Su2tirc2xggWC2Q8yKCY32mR+tQjjHaFidnNogLSNr84QhzzwY7I3U0/YqCQoLvfDyL2092bh9xGKmwz5yOpj0r0gg0OFs27WlR6fcrSuLh7qRYgYE106U7leFvKjluBtKR7Nd8kpzm8P8Z0z0Us/a5jDSwGJ/fYer0JmbLIimm9MYT7C4YoyHt3TzHpzYx2yZm3Wb7UYOonGHVxI/Xnk/wvlkiPNHD2xOpRvnMLpXr4tX0NxXVSyY/84W3KVx2MSI5AjsNOcIOXlIEk3LE7cwKYTZcLlJY0Rz6k4gzjy7QXSzTryhy6wbxXMjtrx4m9TU80qQzYciudbgPEyF63yZ45vmbqNhA+Qn+hRzakDqid80nycHKyiDqapG9z4SEA4rSTUv8k6+IY6B1wCAai6kftkmLKU5D0Tgttal8ISTxZdfcH0nYfVDBO2XitTxD75pUT+2SWxcJTjLfQw304XgbbcHcS0vogVg6rpWMQ3+U4OyZWF1F/PVh4tU8/ppF7eGE7cegdM7fj17UlN8TjHrzmZDFrSFmnl/GGAsx92xefvYiZtfEnuoCMPCKx97vTTMxu4fhpaSFlJHXLfxVmywy6b49RGOpCrEityFQzXQwxluWm05ckFnYaAs4FFPTmjXpj8jxHmQ3uXlxDLsaioo0FmJuMhsy/Zll9GDE0U8tceL52xhHO1Q/MAlHEzA1KjCZPrhDcUHyLwozLdwtC/16FTNUDF4wCdouaTElmE7Ircnz7tWqtB/vQTlm7IyIps1Nl9yayYmhLQofuqxdHOfw1DbeTJs7f3FQsioKMUQGx87exS31ybyM5rM97DWH3Xv3/ec/3vjJ4vbRhhGLxKN5UCQC2hCfo1uTgrHTkESo7qSmXzSwmwr7vaLUwxJ4+fPvkV+D7mMB7pZF9RqsPZeHRGHVLHKLDgU7Ynl5GLeucGqC8Wkezkgjk+npPa7enmLy9ZQ0L/7L3IZBYVlhHZSkpfjzDbLQxN8WA3zj8hBRRTp1Yz9zjySn+PqfPknqSjcsHBP+1shgC6uv0Ye6FO9l+JMd0VqP9Nl9oc/GEz4Xbh9g4IqifSQh9SALLTqHEhJf47xSJhjXOF+rMD1Sl3reaErqw3vvHJH3z5Zjb37VwG5D72hIMJ3irtuE44nAAZrQOdsDBZ0DGWbbpDub4C87kiR/wyL1wNuw6I1ltHcKuBNddDUWv2cGwXQKQ32sULN7Z4Du4Ygjc5s413NYyx7JcoHU1XR+e0qIJg2hzy7+msLfgdTTnPy717ACCWUZ/45Jfq5Jb0zjn88x/4gkV23vlZj8Ixv7ugAF/As5UJpX//QRQRft+bibNrUXQ2rPRMSpiU6VhLsYkllKx8J4uIkuJqi+IdSOB9ooQ6NNTVqNGbii0F5K3HTJPbWLu2FJyE5gMPE1C3fdxt4nCcd1j3ZT0OSYmrNzy2z96SyFyx4f3prm2mvzhDs+hZ/dZPbrGjsnteGdt8bpV6H/SIfsbQmY/n6dOBhX6NgArThyZJ24KDBW79Uik8OSW9qLbbozCYUVRfdgzFvnj1J5aQNtam4tjWG8XcaMZIdtmFKuuLowSbyaxx3q4V7JEZczjPDHn+o/6pH0J8fSHxqZBc3TMeGg6IbsNsTFjPYhcRcEE5qozH7CtwAera5gXFSiWewMiQYusIQKOy2T0V+zGHs7Iy5pNr4xg9mwCOYjzL5i8jUtnPrYoP2VcfJ3bOpHLOGGNQw6R2Ja8xmVP82jcgmV3yli79jsPdtnZ71C6v3gE1zYGN6/wCTrIK1K5JrZV+xeHmH9eRGURr9Yx3q9DIB/xYe2DY83yd90aM9KfSsq/7/svWeQpdd55/c7b745dLidZnq6J0fMIAcSIECAQQyid0WptPLK0mpNl+2qda3KH/zVdtWWQ3m3amtdXmslW1qVrBWtQFIkSAAiKIABwCAMJmHyTM90T8eb45uPPzwXQ3qLy1CEZZZKb1XX9A117/R77znvOc/z///+mrmXTJnkcyKqVRqaJ1Lu1svkbpvkF7oM5lPSQkJm3USnCqdlwpMtWWVe98jfMu/5aBMP2sdj0p5N8XsZypfFY5u7bRGWJDqxv5hSWNFkNyUDtvqWhb+TwdqQvMw4J24RnRhsfSKULbxW3H1xN1FeE+/xKV+V2tX6hyzSpkviyVbOqNv09sjW8nvvHJT0rVLC/f/1GeyvlyWrYaC5cnOW4WyKcdfD/0ILbSCkYVs0j5VrErTjNE2CmQj7RgbVtNm5UyF3QbqlcQahNBci/BuS/6liyXUIt7MYdemue6WA9tMjjJ6F8k0aKxU4JBcebQq1Jdk/JFoImXxdrHPK0ORWFbvmG7xxbh+DD/WlFjcyCGoiAVm9O8HdX4uIfYGpvv890bdzQpKeiXAbsg23e0As5ZGrV+cEGWVr2g+GbL4zg7Hj0Ht7EpWTLTIGTLxrsH6+xtMfPi/f5xMjPvsPv01SC9HrHu6OiRoIwToKLbEGRupeGtzPPlj/rlv6Ux3agsrbEi7idDSJB5ktQ9Kb6or8bYhKGrW/z2g+pnsipLs/xe6atE4mvHd6icb9CfkrjrgWyinDwwFxTtNZMikfr9M7FGENFdlrDqmtWfsFSa/y1kQ0GWe1wCTbDtGugPJZoa1uPQr2msudT4m41rRTnC0Lb9vAn0zxdgxmJjuERfCnpSNlti2iovxevQCFa5aEqXxvgt6p4J5Wzt0xic+XBGu0qvHqkmre+wcdKmcsKb4jcX65VaG7RAVNeLaCrkaYbQunDTo2KNzWRJE11nJpVCxdV6NrifrdN8BN6TwcMJxReIfbxFkorBjYA6jub5I6UoxGafSnmqhUIJOFxQ6ZTVPcIlaKash5zlaHxDlNOu8zP9WmfVDzyH3Xya1KnccMFIObJfaeWpPGTD6QYj1gZGK+fvkIwce7DBdimvfHqKEJJZFS7GyVCJYCGjeqWAPRyYW/2cRtSp5EdnJI+VrKwrdSWfXkEeimrShctsld8Fj46xgCaZBEeXCagqx32ookUSRdh9RLOXZyRVZogUU4kZBZ6NFo5km3PJYWdqg/HhMv+qR9m9FHeqzemkKFBuXCCLtrkN/dZeJNS1LiAwPnfJbi2y52U5wU1vEOcTnGXOpjDEzRsdUt9v69a6hYyhxWKQRX4gndVYf80SZGLBcVY8fB6JkUL9g0j8lF5eXvHRdR8tUMr//Th8hccXGbBsm+EdoR6c7RXRtE1Zj7HrhB/qH6BzJW/27l9lMe7k7E1OdXBWZoyIc9WI4o3Aanq2mdTMhsKsLNLMv7Nimedcbq9xSzGFJ7U65OwYREpCXlmMyVMb5GgWmkqKEEKY/mE8yRkk/AgNy6pn1CQlqUobH6Bk4mIjVBBwbaEUO+MZRB5Z7LEhUkgWvx+QhrBL0XZzADGYD52wapN45Vc4QYHD7ak23IXIKx42ANZNIwTnQwj3UoXLdoHdWEZQ1LAzw7pv1YgFf1qXxqHfuWx2AxQRkpUV6Tuprpv5K08tGMfJOaT/tk/0q6dnFGzlv2moOa8UlcEQYbHeteYK77lTLR3hFRDqIcNFYq9J4eYG/ZGNmY/sUqVt8gLKf0+x7D3TFWMSTt2uSWO+CmRFeLWMe6zE+1Gfz5DDOva6780SG6j4/IXHVhzwCnY3BjaxJroAg3cveiBVPf5Il9N0T2MDQ4sG8DtMJec9CmBt/Avutg+orug+LxbZ+fJDrRp7ACw3qW7Uc1m4+aXL0+SzAX4ddizFBS0wbHfDYet7ArPkZfVnrBnGQfhBVNsi4ZpWi4/tIy8aKPfTODMTIwXi9RecUDDSvn58jctjHXPBHivpTHyEf3UqjinMZ8sUL7mREPzqziNE386ZTugz5RNaZwS0kSfDbm5PxdCrcM/tMPvUKy4PPuu8s4TYPggAAlSeHA/nXMYx2ib08Qz4R4dYPcqiFli+WU4k2DdCpE1XxUJWS0FLJ9v4f7WIOooFmu1cnVBiTVmDAxIVVcrU/zSO32BzNY/67m9tMd/rTN7e/spns0orck2iev6tN4ICFxFTOvysRidw12nl9gNKOJc5qD/0ePwneybD4qqViJI0hyQoPRbEJvv3TJdi5OCdF2KcTqG2Tqwt/Krpn0FsHdNukejUh7Nk5bkd7IC8Bw5/uAvzSboi1N6SOblJeEwnvrc+/LPETMaY4UwzktW8XbOYxYOmLhRo7qW6IHc8f6KX+/D2+VGO7kJHBl7fsfRefMJJl8QBSZ3Llcu3d/1HHRpnRL2/sNnNkBUV4LXXYcmDOqpeLT/aiP04Hs21m8ukF+VSY11RujdWYUqW/i3zfEbWvs8bYlu66k+1YVPVd2Vw/3cgYjF5HUXdxJGYhHl++SXVcMey6rN6ZoPhIRFA0GuzTulYykUV3Mk7+jMW9lBBz6ntjVyhctzJbNd67uI8knJIWErS/txm0ahLUYbWsxxruaZCaAnk35okVUSijlfdoHNUYuJrtqEs2H5K/b2HULqxzSPCmrNGPbFY3ZJUm5euL4NVnFZlM+9tF3AFh45C4TZ0z8/T5q0yPxNKrmEzzQp/3MCLsvIuPEk1CXtBgz82srKENz5GNX8b85RZpJyX52E/NmhtfvLoodK5+QyQe4Wxajmlz0HC/m9Jn9GM81eHHzMOnAxts2cU60oe4SdxycLZurN2cJbhXoHwxRZsryJ2/SW05pPzsSyGkBspddDCPFey9DZbJHasHw3Srp4ojr5xYYbOUgUqx8ZzdYmtK/K/C1t+772Qfq39XcfvrDDEX+kJsYwvyIwi3Y899HqMBAxeIRfV8C8X7wSOLAjV8p0T4Rk7srkgkzGHdavRTtaMyeSXBwJFQQ4IlD16lchMaphP5iyuBAeA9IqIYmte+JbSiaioTdFYxXfr5i8g2Twg2Txuka/aGL91Sd4jWT4g2h9v7yo6cJSxq3pSjdSHE6iszhNpl1C7dp0NsDmZvOvei+7Hsew/0hdtknKkD/hA8ast/NE+0KyHyjiHs+C1qJ9m3LxKlbFG4ZeA81UCnMVztULyjK71kYtzK0D70/wUl4c1SQTm9qQeEzG2S2DLLrBoWpPuGxIc6WTe50VpT6gPNuns6JiPOXdzHxloU62SGOReYwM9UhvyKI7jQ1eO/sIvHTHbLveWBrjI7FYF7hNhWjhYjiBRuVQJRXVC9qWg9G9Jbkc+49PgSlKZwRGGdm1Wbw2JCpd2Oyt2QiS5dGMOcD4G2a9BY12CntbhZvsYdhyAVOtWz6e2NYGpDUXbKrAuBMyuLQ8GsxYS3m3S8fIfVSsFK+uXKA/B2Dm3em6X50gLXukk4HuE3FwmRbIh7thIkLmsQB71ib0ZQCAy6v16iWBrzzzj6BrHoSxJK4UM6JyZ9EMeq7BHMRUTHFPNrF77nMfxN4vkr/i7MUrll4dU1voyCT4bqQhs1cJCvYHRu15XLjhWWqFxTGrQxGrAiqY1/y7Rz+dEp7pcyolpK7C+75LGkpZvJNEyMX88THzlOY6tM4anwgDQXg71ZuP+2hDRnw6TsljNsZGk+FtE6UcZsGU59flZSmfSnBRIrTVvi1RMzom4ryOSFeDBbjcZdVRKXG0MCrK9K+DDK7q3j7hSO0jkD5PYvKe1LbqJ5XBLMxuhBT+s01kYO0LZlId0eQQu6uon0IBo8MCaYTct/JE8YmQRW6yymmr/janzxO+SpktjWDX+0IHuff5EktMAOovDfewvjci5AjBeNqjtFyiLnp3jPTlysDgrLgkayRTLD2Ay2ivKb/wIjR2xOEpZTNby4wmlZ0l1O8HZHEpLkEI5L3GM2IPMDfF9B5fpbhYZ/BYszoSplKaUBYi0g8GM6mUswGZhaa2E2L3h4wv1uiUhgSFVOiP64x2CU6O/PVEkYktisjhplvCXJptBRKvXTVpns8ZLgY0V9MaRxXLP65cPFKl02SoYXdMxjMa6KyNDSSHY/NR02sIYye7KHXPZKugx5aREeGuE2ZgM3rGXJeiHM+S+WhbYE/5iKinkt5T5uZ1wPUX1coXhCRNwYy2dRSMhsW3qpDuJaDj7Sko3s2T/5oEzo2g30Ra/UybhPiyKR1QHJQo7cqqAc7ZG46FPMjdrZKGFM+/qSGvsXMyyZJXiY5syjOBScTQSIX3ORiEXvbpnHUJPHkc+3tj8dpXGB4MaPdEboWkPRs0kyKd7iNNuX70NsjTbdoWsogw9mUeCJi+tAO2pEOqfnZOtF9fQgN2gch/2aGc/U5ksQgnEgoX/6AkEfpT/bz83D8fExuSiY4awi1NwW0p5V0PK9dnKf+UCoU11qA15S6mNvS9O73CUsCkczdtsiuK+yegfYSVKLwGprFv9TYiwMGSzHBlAzg0RTUPxThdKG3qChetMldcbj74m5APKHTZwRznrsjW9N4IiLxLfI3LLLb8un5u77v19MPdWgd0QxnFPrbFYo3YetBm2T/kLCs6S8IwyuoapJSwmBXwgMHV3CbCqMt2rtk34jsx7cYBQ6jU0N6B2LRypVS/ItlMDX5tzKktiZ/x6C4IvXAtBgzWEjxa4Jmel98q2KFlw2pvOYQFcDNRhi+TPpZO6J43mGwGFO9oFBegvFoi+DL00SVBLsrq+WiE3D41G2ax0Wik9rQO+XjLffQmZTBQsrWx8T5YbTlQpNkNLnrDsbQpHxZLEhbv+nTeFi638o3cdpiqdOmJjg2RCUQ51KCx3ukN/OyTVf6HqJwuCdCDSRboX1ukuHekO63a/cyNooXbILXJ7j7lEt/MWU0I/Yvp2FSmevg7RiMZmMRdh/eJjhXlrwGRyi4aIWZi0gGNv3FlLjrYNzfwT8ywt/vU8j4jHZFWGZKrjwi+3ZWoJy1IfXP+OCmmG0Lz4uYfWiD9GaeYq1P4RbEGSgfrxMVNN1jIfWP+xhDyU01fEME5xnpZntVn9xtk+H1kjhjumAckNdx1qXTm1Rj1MCi5PrgpHLOvzIJgAoM0nmf3nJKfbtIcqFE8YrJ8Nn+38RQ/rk6fi4mNyMWXE/iwvqHFfaWTX9B4e/z0W4qZAUtYs/mIxFWX9HfpSi/5jJcjvAamuF8gj3QlG6k5G7ZOF3FYF5x5xMG6ZU8pLK1Awn38G47wuIaQvB4DyMWgbC73IVSRPOgBLloA4azmonXbcyGjfdUndZBgyC0KJ11cFsG6mSH5EIJI5QVgjagv1sGefaNLPGMTIL2J3cwQoVdF6z11S8doHfKRzsaoxCReSvLzoVppv9tBstKcKviFSQfM/+tELtj0N+TEu0KyH58i80Py+SmfJPyFYXKxahIEZUlszR1U4pZn+Z9CW4bjHcKuC2D6KEe9f7Yy5qNiXIyg4yulGmdSFCBTJBeK+X62QUuXlmgsGJI9udEih5YDHay5G7Y5FcMlJVi9xWVS5I9m9lUDJZkZdE6qintazH7v0vHbzSj0W5K71RAceX7l3hrqCi/Z+A6MVExwZ/U5G7alC5aTFe7TLxlkdkU10nxBpTfce7JVtyrGQa7UvzDI1JHoysRx564jvd8EeNAn/adMv6REYW5HsNdMetrVWkSVQOCpYDAt8lsGSQDm8nZDkk5xuqYRO8VSQc29prL8Bs18tdtoq9PkXEiojwUblhU/++c5Bms29h7+lRzQ/pfnEXvHpG8XqGzX4TQzUsTxBPS4c6cz6Atfe+cGXUhH6tY4XdcBosJ9uKA0e6IODteRZ6KiRZC7J7C9GJKVwyyVggpJOVYVtqmnFtzzcNtGhh2ghlA9JEO9uuFD2aw/t229Kc7tME9pM7i1yKW/0zsKcW3PPGQejG5uwqVauwtm9xdsfR0DmqyN20SV5FdN2k8FNM8pqidDhjNxgRVQesAqJxsW429fbpHIworwhkbzosvMbWE4GGZKZYX0d8jBFhtik4qyim8hqKxUhFa7l8XKN+ISFxN8U8FpJhbk9WOEUHiauKMxp/W1F6wMQNovjeJP5MQF+Qq318SLHV2zST3bobesRAzhEHNJNzIEQ4d/MkUHRnsnHKxu0q0eb7J9qUpvKkRpWsiXm0f1Bh2SlqKydwd65txiE60AAAgAElEQVRiRe+VGnbHpPf4EKUhPDyk8PU8o5UCXl0xW2vTPRrh3nIpXYepxRZ2Xzy64S+3sEaK/HWRy+TWZBLMrlnkbtqMplO6h2LcyxlGSyG9RaifkhVe6YJN57s1vN09WltFth90Ke1rkd1QqJF87R74p2cwSyHpjhTzWycS7K+Vscoh4WTCcFdCWIbhV2eY/NU74qe9LDSP4fz3g32CgyOMhSHVb3kSulP0OXN9kdZHfJIbeZyGSTq0KHgBk6dNyu84MOdTfDWDMlPitoN/eIRb8um9PYmdD7GGin/8uReZeNvEONDHn9L0D4aEBfBfmaT2xDphSbP+0YTuTp7iDci4IWtXpvEnFfpuhtSCpJQIBTqfYvQs0smI4VxKeU+bxIXmMU12X4fCClgDA3vH5sixO3ChALESudKZLM6OhbJSohN9jNsZ2veHXH1+P2bbojg5wNzXx++5zLwqwc5uE9Smx3AxIrhZJKh+ADPO37aGglLKU0qdVkqdVUpdVEr9t+P7l5RSbyilriml/kQp5Yzvd8e3r48f3/Pj3kMbUlvIbGv68w6pazE6GGA81xC+/2tZuo+MJH+gFlF/PMaYDKieFwDj6MmefKlv28SzAXf+ccLivm2MCCZnOyK92JErfbSWwyv7BBXFwUN3yWxIWHJ4qo+xa0B3s0Dm9TzaFrM+GlJXtsCm1LcJqilxTjIaEk+zc79IS7oPBPJ31NNxjoPUBXu7DYIJzfyrCe6OibdlCt9sy8TZsElc6C8m2Ns2ydKI1lO+ZEp0bLQj1Fa3rRnsiwhP9VG+ya5jmyTXJRA5dWRCsSx5jdFCjLejeOzRywyWIoy9fbLZgNQC+0qWUU2ReimlWwlb52s4W8KD6y5Do5knzmjm5poMzlVJlkaEZU33kRHd+0K0qRnNjd0Xh3fIrVi4Tchec4j3+JhzQ4wI/CnNaDlk2Mxi1y3Ck33arRydh3xpkvgmX79yBPNmhvIlRZJPsTsmxufqpImieFmyMrQhzpS1FxeJc5r6p330Yx3MkcJ8poG9Y+NezmCa4uENazGcLqF6As80wnE+h6nZaeexfnmbqADZt6SRYphaRL8KrLcLBLUY50wef1fI//WvP07jsQjrdAHjYB/DleyMyrMb7HxrjsL9DYxcjLdm0zyhad+qYPfGOC33+5pHoxpQvCTaSGtTMEWtrSLBRCK1O99mMM89+kv7X+3GXwyxuialq2N9YzFFbbosTTXJbEot0e6KSiB6u0J6JY9326H792Vh0H3Q57/6hedlkCcQZz6gGedv2cotAJ7RWt8HnAQ+oZR6FPgfgX+htd4PtIDfGj//t4CW1nof8C/Gz/vR/4lErDmjmuLAf3aJ25/MYNRt1NeqFG8g2qU1j/4uxewLlghsNz1GUwp/KoXLeRJXAo3zZz3M6xnq35zDiBT1jTHyuWfQOp6SZlJmfs9jMK9ZfWkR/+iI/DkPfTvH1J9nRcu0nqKyMaktX3q7ozDHCUely4LmyW5qkljsRel0wOLJdXQgaPTGcUVYEllKd58IKlWsWPsVEagClK9qgoMjivc18Brg7ZgYIehUYax7ZPd1yGwa2G0TY2AynFEoOyVdy2L6is12gWgypvvUiGSXL+LljRy5NYVd9vEn4fQrh7EKEdU/y9Gr5wiPDCWd3hbDd/OwiRnCxHlNZrFHujjCvOuhEkX7lRmhup7JEk4kTL7oYe3YUiLIx7hNg51WgeplUc8P94oGLl3LMtityd+BymSP6lviGim9mMPacMX+5EijI3cmQ+5Ek85BzfIXxVSutSL3bgZtQuOpAH82xhoq/AnBD6VbHpm/LKISODa1QZxLSU/0CLay9Hcrpl+1iO/voSYCsqsWcQZGyyFeKcA+l6fz3RrhqT6jmibOy+s9e/I9bCdmsBxh5CMGB0N+8dS7pCaYDenG+jsZTDtBeQlrl2sMd8Xy3Wq4BNVUxMWOwByCSsrEcovU0Tz14fNk387iT2n8oyOiSozhKzJ3BHWVO51l6s+zFO5vEFQEYrn19wKIFO7+Lp1DCYk3ljrlUzZ7BYaPDHHWbbqPjQiWffzJlOymOHuSxJCL2KrLP3/142RWbZIFn+qFD8g18LdpctNyvF+NtMc/GngG+NPx/X8AfG78+y+ObzN+/KNKqR97ZovXwatr3nn+COFkwux3NbGniPIK/2NdMpvCTIuygnROCwlRQYs2qpoyWg7JX3IIqhqnI57T0lUw+iaT52Pig0NK75lMvGOy9ZBNdlNRvpFSeCNDfi0lt6ZoHJXT0Thq4Kx4FO5v4O8T+GL2dJYoj3Q4Q+jsU6QDi+yGRocmK+fnMLuWpD0VEyiHBAdGkhVQktpH2rWpXtDkHqlTP4kMjG9NEuUk1Ryky5Xamt5mgbAsA9ruK6LDQ/LnXazdA/K3BRNUvGijkaBpa6BwOoqwCDOVHkeevkay4ONcyNL8+wPsuk3Ss7FKIaPZmOJNg9G8yEQ2f0Fqgrk3sjgtMZkP9wpws78c425ZGIloztx1m0zBl+bCjkfjiEXulo2ypG5oBopoQnyTwzMTtI5ooc+WFfFMiE4MJt80qbziERahd6lKbs3gzscFqtjpy/2Ji+QdKI3bgMVTd8nu61C8ZlB/IkKbcP6PjmH3DNzvFiAfs/zRW2w/FWG/WcBa8RgdDEgzKXNzTfy2h39khBGDeSlPUgsFuRQoXr56AHWxgF0aZ4H6Bl+9cgznuTrpVIi7baKyCVHLQ8eifTOHBsUL9j0xr3GqI9m3iylMB/SGLkEt5tvfOo41ELqHezkDiSK7r8Ouj9zBqg3l+f9om8Hrk8TlmOxcH+dCFmNoEl0q4m2aRIeHxLt9vA2L3lqR3GtZwqmYiWqfyckeuTWD9vGI3oEYLudxm4ryFfi1x15jtBihDE39Qz87FUTxt7BbqpQylVLvAttIIvQNoP0D4ak/mCF4L19w/HgHmPghr/mF9zMNI39AWFISDHxwRG7FYu05zWCXfFkmfz9H/pObeHWD5nFNnAOrKRmhUSHF2zIpXBQNmVdX9Hen964eKlbc/YggjNrHY4Y1RWZbM3ExonFMEefEtB8VJLS4eMMQdFA5xf39ChOvuCSZlO7BeLzdQthmjoZU0T6scbYs3IZB5XCD6Tfh4MG7FEoj8Y8e7pG7YQtht2Wy9YQm+eqEbMP6isG8RBeu3pyicH+D/mJKWozJrFloA8xAfKDZ01nBB21n6e5Lcc9nhXVXd0VvdaCP6csFYPOdGdZ6ZTK5UPyM9Qzl43WUlzD9JY/ZVwza90VYnTGuKDQZNLKUVmLMAPHxWprBqRFW18RtQe+XepibLlFeY363hL8vwGkbmKEgquhaeJcyqFhqarNPrYn74qZB7XRKb3+MveZwZM86zWMap6spPFDHq4vljl0j3G2TeEtWiqOaSGwWXjDEa/nNBfzLZYbzmvlvmJIb8Ym6eJD3J5hOwsrXl3DvOgx2JdQe2qT2gk3pssnwKzOoocmeGVHxp44mW/QJS3Lx2FVrESz7ZF7LC2k5MEiGFv2Ri7XhEBU0uYsu+ZsWVjYW/6kBvft9Rksh+4+tMWhkKVxyMKd81KZL0HepvmOROdym84SPv88nmEgxChH+pTI7gxzxVhY0rN+eIM5pymdtMl8tMppLcBsG1qEuhdsa81oW90qGsJQy8bbBaEZjNy2Cl6bYWa0w94k7FK7aZO5aYr8yYefZgD954UOooYnnRZhe/O8PwZ/++IBrbkqpFaXU+XFWwlvj+6pKqZfG5a6XlFKV8f1KKfUvx+Wuc0qp+3/c6/9Ek5vWOtFan0TitB4GDv/wP13+zz/isR98zd95P9PQzIua320pvEsZBgdCMuuWqPGHitZv9djYrOA2NeUrCiOEzJYif8egel4RHh6S20hJn+gwnNXU3oDhg0PcXnpPHwVw8HcGohOaUdz5mHDVeLjD9uOJEFxDRVARuQNKUz9hUP9QhBrXgMJyij8TU3sdoskYb9PC7kltLSpomler7Hw8YPuLu+luFBjsi1AXC7gtTX4tZfqtFGMkCHNjaOA2FLuObRI/2WHX8g6d8xOkxRhnyyY6MqR8BQlrscexgkt9SCEtx/jTKa0jGlUJSeZ98i/mGR30KawYVC8KtQMgt78tW9BODmVqNj4V0jxiUD5jY/fl3Bg9ExJFd7dFf3eKV5fErnzBF03WcsKw61E5Vie3ZtA7GJEp+MS5lOTxDlExEYZ/NRVDe9egF7j4twsEE5q7TwnmXaXQ+192oasRG89KStTExYjGgwnZN7KEJYEZOA2T/GIHI5LuuRoLdtEQLQRsPWQQlVKaV6tQjHGaBq4n9chwj88nHjuLbSYMf6VD51DCaEazdHSdnecXRLdWSknPlAgWIrSpWW8WMXYc+ntSvPpYQrPqUPxKXjSJNZ9gQtM/EOGcz2Is98ktd7A2XNw1m82v7KZS69LfnZLseOw9tUahOqCzX9NrZyXEOR9QPaeYn24TF1Lad8oUrxsSbWjLdjR6tkNvj3hgg2rKcDuH8Q+2sY53GO2K0FURQh/80C0ARjOayrsm188uUP7YBunxHklkcOhj19ADi+n7tth/bI3ovSLFVzM/yVD/8ccHvy19Wmt98gfyFv4b4Jvjctc3x7dBsk33j3++APxvP+6Ff6puqda6Dfw18ChQVkq970/6wQzBe/mC48dLQPNHva7d04ymNZWrsZwY32DP/3rp3oTT28pD36J1X4JKISrI0rd7MKZxnybd8dh6VJP7i6Igmw8pSq9kaB0wiXOauVc1+5+5yZ1Plxg+MKT2pngDrREkZ0tMvik2JNNXOG3IrhvSUDgwwF2zsecH9PYmGJGi9J7FxrMJdsOidENqHaPpFL1rJLkC72XoHNDYHVMQOtWU/i7oLhkMpw3sPX2RWewY9JcT1t+ZZdjMUv/OLIknDP+wFqGB3hKMVqSFH5bANFNJuN8WCUZ23cB2Y9KBLTq0yKB9LKb56SETyy2SsyXCMxWMSLFvZofpiS7KFCHx4Mk+cU7jHx6R3TBw6iZhGVDQfUDyHPwLZYKphPxtEzcXUt8p0l9OsJsW4fUiqQ3DnRzZ2oDmtSpJOeb4oVXCqRj7DyZIyzHBXITTFjGsNmH1WQOjbvPM8UsYQ5PGURtvYsTs93qUl1oEVfGGpq9VCKrjFXjXIpySLbS56eJ0FPmbJmk2BaVJ9o0IrxSxz+Wx1l3e+N1TrLdKRG9XyN+U7IuV83P09sW4T9ex2wajhYjcFQcjMIhaHnbPgKmA2c/exunKBbTzmb68745HNB2BOd5iNzM4Xy0zdXKLZN8IeygNgsyWwX/+0ZcoOL44DyYj7DWHvU/fYtjMMvEP77C6MonVN1jYv40RaarlAfPPm2hTM+x6pAcGBHMRmW0DlUnYaRUYdj0KtT4oTTCdcPHOLLm7ijijGc6KtnN1ZRJ9NY+bjTh7ZwF3x2L95iTXLs5jHOzTOvkBpV/9f19z+8Gy1r9f7vq34zLZ68j8M/ujXugn6ZZOKaXK498zwLPAJeBbwC+Nn/afAF8e//6V8W3Gj7+sf0zEVliSrdfdp2TCya5aXPqf9mH35LazY6G9hOq7Jq3DGiOUmoy3aaEdTfG6gTU9ov5xn8xdU0CEORlM2U1F66DJypeXMX2pK3X22FgDGMyn2H3IbcWkdZfCbdAfbTE6NsKu+CxPN2R1BxiBaKyM5xpU37JwG4rOXoPu3lS4+tcz2H0YHQzwdoyxCFaIGsWTDeKcpvvUCO9bBawRmI+02P11Gbxm25L6lzfe7oYGxVczJK5GT0g9LDwyJLlYZPmjt3AOdEkdGM6lzP2uK8HTdkruuoPVMUlik0ZDtlh2TxwSNzan2G4U0Yk0YfTtHPFsQOaCgC3zqyITYSpAD036e1LCGVm1osH5ToH5L1vjmqMimZFudeGqBW+VWPx6TGFywKXXl8jettl4AornpI6WeAIFKN7X4NjJFZyOwZubuyheE7RUdDvHlS949C9WMWJ46j96h9QWv63bMsjMS4c4u79NXEgkRyMBu22iBxbZN7KwNJAupQXN+xKSG+JrHdU0oxnRSbqTI+qbRY4+eZ3silBrs5sC8XTakPZtbry5W1ZNyxFRYFGZFd1j4YKDtSOp9jgpjYdiei/OEPsWrcOaydckk+Ffv/gcvVCaMpYXEU7F3GpUIYX1rmS3RpWY7ldnmf7lO3TPTnD3Wc3090yMuk32u3kmXrcFKrzp8I+OvYZq2SSnK9irLuULFs71DEYkFJlgKkZbonUMJxOyf5UnDU2iYsrk7raI2i/lmTxt/rih/hMdP8W2dPL9stP45ws/5OU08KJS6u0feLymtd4AGP87Pb7/XrlrfPxgKeyHHj/Jym0W+JZS6hzwJvCS1vqrSHDqbyulriM1td8bP//3gInx/b/N95eV/8HD6WqyG5qkGjOa0eTXNAtfNzADGE1L13HhaybNU8m9rdTwiE/iCXhwOK+Jhg7ONUFxAwx2pQTVlO5ySuLKymc0rXE/tkOcg7AMbssgqGpWP2pi9wyKt0JGl8vk38ow+0ceV1dr7HvuJklsUr0AaEVrvXTPixksCy+/cNHBGir6+yLKrzu4jzWwhgLYrGRHNK9VUTHMTnSIChDlwbNj1j5iEVXETF+4Nk6uChVTiy3R8O2Trc/s92Lc81mMUHHnL5dE6vBEiySfsvaMjXvTQ0UGg30hdl+RO5Mhf84juykuj2AqwbyWlQAUW+xO029rspc8BssR/q6QoKxI6y72TQ+76pMWYjIrDiSK3sGI7n0howkDnUkJajHGtkv7mRFmKHDO5kEH/1KZdM4nqKZYtSHdEyGEkuOqDQkhvnB2kY989h30dyv0llNxBeRTvLKP3RXEz0svn8JtymeYWpBcKKELMb5vk12zMLqWfI6ZcX3sqQ5Tf54lWApEglP1UQm0jnCv1pm/baAuFnA2bc6tzRMcH0Jo0F9MiDPyPHfLIqmFOG3x36Y9m+6VKu4tl/6JgHTOp7y7zcE9G7hbAk1wVx2YCujvUqSlmDSXcPXKHJNLTYwredyKz0ypJ82mK2WcTRt3yyJ+usN2P084G2GXfeqnNLVj23SORbSeku53asLvvvoR0pJoNr1jbaJnOgRTCc1TiZCEDZF5WEOFMTLo7BdQpukrohcmpcPsgD/xN94trb9fdhr//M4PebUntNb3I1vO/1Ip9eSPeOefqNz1g8dP0i09p7U+pbU+obU+prX+78b339RaP6y13qe1/rzWOhjf749v7xs/fvPHvUeUV8QZhXfbwe4I8qg3b4pHcnGAEUPjqInKxMJCy2ky+YDiTfAmRxiBQg1NginZtjodEbsWborXsnxNlPxJPqH71hRxFqK8ZjQfU7whp614HVY+a+G0vr99qnzP5cL5RbwzWer3y6Tr1E3MkQyGzBUP41SH/mIiUMnAYDgHnRsVooIUnVcvzOA2DYo3YPXWFIVVsUntbJTI3xF93AOfuYA/pfnFR94hs62o36qSXzHo3ymSW1Pc/gWhnAQTKdZTDew+JG9UmHvZwAiEapu/Y+CtOngPiaTAf6jPaArsgQY7lQSuxxtkT2dxGwbNzw8kZ2FPHbtu40/KRBGWNMbVHL90/9v4MyJkNguCr+7tASKRmizct0EuGxAWIZ0KCUvCxNs/L37PaOhgdCyKVy1UKIlS7rks2tG8vrFIMKExYoV5M4M3MYILBYLjQybfNjB9Re2XblO4ady7SJTfcYi3sozmEtJijPHHExRuGRKgfaEoCfAj+c5EbQ8jVMTFhGgqEp3i/oQko4mKKbadkDudxRwaeDsm/pERiTfu9JkpyeE+vU3J/9z3wB0AMlddcmcytNZLXLk5S2ZTkVvuENRiMhczxAeH5C85mD2T7KpF+/wkcVYTNDLcvD5DUozJHmxjH+mKB9q36V6tUKgOiAOL1EvZuDpFZbaLbrr3QmhI5ZynjmZ4pUySGLi1IWbPJMkIUfmTHz4jk1ghFibgdcls7S2lLJ5cJ87oD07E+wF2S7XW6+N/t4G/QOr5W+9vN8f/bo+ffq/cNT5+sBT2Q4+fD4eCKROBPxMz3B9SfyzGn5QVDrdymCNBR1vrLsOFmPlXI5SCxv0JWouIVUWK+ZclqSqYi7CG4yWyb2KGmqSQMHnaxPTB24HdL0m3sHGfpnxZ0ftkfzywYPJcQGahx2BOMffXoB/r4M4N6O2RBkf/oRH9E75sd94Qsm6c1dReEwiltiUBflQTTFJ2UxNUFe6WReO4kmg9S+O1UoxszPk/PIbTVnz5zftxuhptaXqnJLAmebYlq8pr0gBpbRfoHErwmpregvgvraEiteQ8BK9PUFiBzOt5nA40j6eSY3o4pN3K4TxbJ6hq0qt5+rs12508UTFBW1pgi0rj7Sj+7NuPiAwhr0l6NsbIICqn4KWUXsix+foswdkKw10xOlWM5mNyawZ3v76IMW7MWQMJzX7fJaINsIoh7VsVUksTTUeE1YRgKyv6u9CkfVhE0+vdIp1jkUhr8loGOZBZN3G2bBrH1T0ggjmSwJxcbUAwkVK8bOHPxtgVH0KD7F3xsHo7QiwOhjajR/sk5Rh/KqFwOoP94Ya4ZDYlBNsqhhQu2Vy5Mi+TVGUs6jY1ueqIJAO9rTxWxyQ4MUTdFkeCShTp/T2iUkIyEcl6IwUVGXSbOeLzJfS+AXrdQ5uiS7NcCWF2WiateoH8Yge7L4SV/G0T5SVQiqi8B44dk3shTzodoBLJhPja2eNkNwzsfIjbEiqymgjIrRlsvLKAmgjIHG5/QIP1J/z5MYdSKqeUKrz/O/Ax4AL/77LWv1/u+vVx1/RRoPP+9vU/dPxcTG5oGM1qsncs8pcc1MgYEzIkfcrpaQrXLaJaROG6RXe3zWAzh7dpEd/OjxsBBr15GYzuuk1vKSXKSeReb0GS0OuPJDgdwZbf+Q0Rh1ojJXq6tRyDeUV2J2XjCRf/TgG7D9mNAN4okc8EqFhRXEkxVz28ax5uQzqAds8gng1p3KdIcqmkMe2NYTrA2zGJcgp/UpLL46xmsJDi3XDp7DWYft4VMsehgA/fd5n2ASheslAtm9zMAP9SWQaBJxOrvWPjbZk0H5HMy7CcYhzs409KAM3ooE9vCXpLKeGjPYrXTLz3Mhg9C3vVpXGjSlKJcJuKyiWIQguVSsRer5PBbZiCMtowyK9qCoebZNbse5F0ldM2w1nR1JkBfOrBs5gNGxUawrbbG8OHW7LCO9LFboromjFvLh5a1A7skFs1mPieTfGq1FMXXlLYdx2iiZioEsOrFZy61FRTSxogu1+UrnY0Lxo147kGw13SOR7Oa3zfRlcieqd87JbJ8nQDu2tK2AqQe3ZLdImRQbyVRdkpds+g/9gQ9bUqwZSs5LWdkm568GSL7PQAtShd9jinhbL8XpHe0fBe/OFvHnuNeC4gKmqSXMrRmQ0x0nsx+/8gYG65Lth3J0GbmgMzO3jLPZgKUKdLlL+eI5mX7rO9bdPvZNAPdQjLmigPmcsex/as0z4MyWsVGg8kZC57/OrT38XZsClODgjLmjQ1aH/YRxmatCsAAG1IkM7geukDGaofoBSkBnxHKXUWOA18TWv9DeB/AJ5TSl0DnhvfBngeuAlcB/4N8F/8+P/rj671/40cuYldevKf/ROcpklYFbZVdkPTPqRxGwZJRlK5/dkYsy9JV0EtxsjGWHc8wmqCu20R7Aqxt2yZBC86DE6NqJYHNOoFspddSh/ZZPjVGfLrCWvPyt9tDsU/uveLI259Los2NVPvQGfZuBfw60+KNsrbFpJDVBCDcuauhdsS6oPd04w+2sdvZITUMDSpnjWIPYXT1ew8FWE4CYU3MlgjTeuoeFvduok2JTPCCCQjVLbWojSfPJ9w97mUwhWb/nKCCpXQdnPyPLQiXAyYeNWh/lCCOzEiaGQk1CVW9yYlI4LPfPp1vvL8o1hDxXC3eFDjnORWJK4mnBx31JwUy4vR6x7ly4qZ/3iFW40q8aUipq8Y7YqwWxZWX93LCEg8ja4F5N7NMJqWQV68YlL+zDq3b00B4FZ8jsxs8u65ZYyRIL+1k5KdHuB8s4QZaYY1QTwZY/3c3AMbrJ2boXxF0XpSalGnFld578UDxFlZjYGkfqkE+vsi3E2bqCBi2nRg4VV9goHDxKsOlq/Z/FDK5FsmQUVEz2Eloba/TuPsNFExke/hZMLE2yaJq+gckvNuROP3mvPRTVe2xc806F2qyu4hAT0TMPslh/UnwZwMiAc27rotGQs9k/IVCD/dpreVp3LGovVwxOJCndu35Rw5WxYT5zX1k8LxMyJYevwOG90ivbUi2tIYI4PcUofeTp5PnTzH6e3d7KyVIZFcDLetMT7TQH95gt4eiEopE3tavPOpf/b2D0gufuojM7NL7/u13/6Jnnvhn//2z/ReH8Tx87FyAzA04XQsmObJlCinyK0ZhMeHVC6JWBctotagFqPclOy5DJNnNUt/lkiXMVKkiyOMjkXiADsu+ssTWJuSs7l+c5LO/pT6rw5xmibzLyuSbIrdU6z8YhYjhsqhJqMJOS3DXfE9P6nbNGS7UZTnG/lIGhZ7JYClvwh+zyV3y+Lgng20JZgju69pHtdkbjpUXvEofnqD9jMjmAyYWmwRliWn05gMyO5vk1szqB3bJs5qKg9v0d5r8qn7z+FPayrnDekgPtZg5o2EaMnHua+FHpq0jkgmA5fzZFctavvrWCNFVItYeniVYC7iT998kNqbiSDDOya5R+qCII/APtJl7mVJZHfXbPTdjJyboWb1S0skF0o4HZnM3E0bI1CMFiMmH9wizslFaH66zWBeskWNkayIVrcrGAMTq20RdF0qzgirJ6hstyn2stFagdGMprsXRgux5D/UUoFcPj9H5aJi329cIe3ZuFcyvH15ifhon7iQ4k9rEhcGeyPCskZFBrOvRRJgs+2ifBPjTIHMVZfWEc3mU2D0nzcAACAASURBVDJ51R9KpL4Yg84mNN+eJlnw8bYs0UY64obxPrXF5594AwBnX1dgqEDxusHg4SHRtydI532O3r+CrgXk8z7DX29jDQ303QxuaewTdiQ4yPI1lpFiNy3ax1KKZx3W35nF3bCwchHhZELjhMLY28caKqKFkDvfWqS7XuDIsTvkb1gwFRBFks713f/zAdq9DMWahNuEp/o4n9smfn6S9gEpl2Tn+rQuV3/2MfqTbkn//18vAT8nk1ucB7tlQSzFfCNU2EONNuH4wl1Gkwa6FlC+aFFYgZlXJB3KPzVk87MB7X8iXH1v3ab2JY/8UkcKqFq6RImrcbpQumQJJ+xCQepHyMotfwfimVBqRO9OSNTdSoq7I0LipBbi1xLKf5GDYkx2XZF2bdymaKNGSyGFFSBRhGXNlcvzuNsm868ENE5KTcwaSs1p+/VZkqGFbroYfzyBNT3CLIUkPZv4rYqIRb8xQ1RKaJydJixrXvniA4D8LerJFhP/c5buokXxtQxpaqCy0tAwfYV5VArWW1encBuCxxn+q3kMN2HiLYugaKICwY432zm83T0Gu2PcF4r4lbG1aKRI3XEAzyFF4ko9b+K5dYxIJrjEkzqYZ0mTJzg+JPxDSVS3uyZeQ7E43YQdl7SQEBcTKtM9Xn7nCHZXkb3kwrEeLA3IrUlWKxpKF0VSoU0YTRjYA2HkXfjKIWZfkdUsCDU4s27itCQNbeZlk8IK2B2D+nHxwNp9adiYPhTupMJBcwXMaZVCjj19DacNhAblK2CtCFWkfyLA2rEZzWpGz9f4i288hp4IybpiYXK8mM7hmLmJDr/1G88z8ZLHjReWJZD52xXi1MBpiQXqwYVV3Da4qw7KTtl+WNO7VGXi5Db5mybdIxHGcl8yPG5ncBomC4/cJb2Zly73loO/N8Dqmdz90yWxpa15xJFJMB0znNPE9QzhmQoqNMh9J0//5ZoESidjos17RZLCz65zU/wto4L8TRzWAFQMdsXH6isO/H6T/i7Z7t36d/vpPTzCvZrBf0qK/JtPpuQueEx+1SMdWXQ6WVJbrqi9XQb9WyUxEi8MGOyOya4b+BMi/nVbov2qnjWIMkKd6O0BOjajGYFcBlXNzscDgvmQ+MMdjLqNNjSdZQP3lkvnoGwnRwsR6cgic8uhs18z+T1JOzp46C7qcJ+bnzeZ3NcgqMX0joUkjkwM2RuOGM8fEBJvpThk+jsWwaER4WSM09Vk1qVzaw0UUR6mTm4x3BUzuF7i5hfAn4DOwRT/ZgFrwyGzJdtrfySBwyhN72AE6x5bDxvYNzP09kB3WVE7sEPnwQB2XHJfKaJiReuorJZTWxMcH6IzKXZHEZZTBvtDyYKtl8Xcb2riUoJViFg5NyfAzMigeVThtGVyDMualY0JtC01UNyU4PUJcFL8IyOC+4YE6zkqX8sxWEzQLYfsuqJzRHRbtTcgmND0FmHq6XXyd1M2nkkIKwlmW6xpdg/iLGK3UwgM0xCtm9G1MH2FNTAYzglB+IH9K+IN7ZrEbYd3Vxfwp2S1F5QV8aJP6Ykt6IokRCvRPX746fPkz3l0LkyIS6WRwe6YrJ+v8Yf/8pNUfn2V0UyCkYsIKpp+J8PgYIj7S1u89VeHGc5ownIKbQdVCdn70B38r9Xo7Y9RXkK4mSXOyMVJ7x1wa20KvXuE3TaoHKujI0HZh0Uh0iSO5v9h702D7DrPO7/fe/Zz93t73wA0gMZKAAQBgqtIUZQla/WmyHZ57PGM43GlKlWuuGomSVW+5Fsyk0ryIVVJZsbjiePYY1u2vEiyRJOUxEXcAIJYSOwNdKP327fvfu/Z33x4WrAzldhSTCdMSqfqVpFYGt19+7znfZ/n+f9+xVd8Jvc1UId6TBzYprAsK0r70YDe/kS6rnuGpKWE/Mkdpl7+f3zO7f/16yOxuOldV2Tx23nsLtz4lSqpKxq7JA/5YsBwb4R5oYhKAStjMJWxc0zhrlu4N6XOozJB7WS5lGBM471aZORdUamF8yGZLU7TcER2A8NxhUoV2pJjZ+mWSfGeFmtW3QUDguUiZiieAn2qi8pEdGIOFcZAdpBoqFxXNH9sSFpJ2P7dPYLJCQy279Rw6hafOHad7rkhqZ894OC7OwYqVQxeH2X7EY296JEbHeA1ZUYvLsrXFM5EDCObidflWJqFJvHhAeZYgJEovG3hr6WuZnK0jbV3l3Nga/IH24ydlkJ6NJoQ7g8I/3Qc2ja1K4r+tKJ808QYDTEDcBsGti3AysOfuYU7NcDwUhonofiKz2BvQprLyO0SirNKQnHRwF30qH4A/YUIpw2po6m97DH5qjhDc7cdcUdUh+gdF/98Drur2Ho2RhuaygcG7VMRtfdMzKFB52e6JD4YsWLwv00RlsSQVb5ucuTRewRHhzJSMZ6QVRK2PhPibFokxYz0tGB/HtQTyylbZxVXXz6ECiQN4I0NMRd9Ri8L0SMYFRn29uVxzNEQZ9nBnO/Ru1vmra+epHsoxurLyUJ5KelcgNM26M2JIV7VItSmi91TjIz0IFbUL06QukgWNZ9QvGuQBRZ33tlDf1ajIgOjLl7Y4WRGsDciXctRfcMhS6Uh035vFLsY4jZAnW0/SLd0nxnSenMCx0nYWK7RPozwB/syL9lcKZPLhajQIH51hPVP/n8mofChXR+Jxc3Y/b73Z2Rx+r5ANimngtveLEAsyOWorDGbthBl50K0gYAnD/UJDoSkswHYmtpVjRVo4s+3KNy1cJbEUSBzUwq3AU5bYw2leJ36GruvaTwbMZyQH3jVMyUcHoinYPy3d6GM89JoqC3sQCKF8faCUDKMrkl3Xj5Pb8tAJYrCfXjnD06CgpH9TfSkYGrUw22CuYi4JMPI2pTFtP6wyamzd0jyoiocm2qjvl6js8/A+eQ2/pKDcy1H8RWfc89co3skxiuG2F3F+o1xDk3U8eomo6/aBFcrrK3UGEwpStds/Bsevb3SRd4+m1J5dgO/npH2bdSPNxjOyHiNMz7g+gsLFL9WQDdcqSHuk06u0zQZHg4w7vqonhytSoua9kGFvyRklszP2DmpaX+5K8PYExnReMJgJ4caCentT4kmY/x7DqUbFs2TqTxMRhSpn5FdLqNmhKzbOKUJa3Dn4izDCfDMmKxv0zmaYLeFiWesedTe1+SXTMp/XpAHUCAzk/kRcTAkeSlF5A62sd4uMvHoBv1xEx7qEu0L8JdsMluTbrvE+wOsd4swGhIXNaeP3iP1NONH6vLDWncZ7pWh6XAtT9YRoGdwckCjUcDomyRTEUlJdptuKZSkx6YFc0PshQ65uS5pedd5UQspX3TIchmtIxq949LfzKMWepjXCjz1jy7QbwjuyhqCcdeneK5OeLWCtyaJhuGemPyyhb9uoXIpYWRR3NMhe7zN8YWVD+dm/dHi9sNdqQMjlzXhRCJHHFvj7ii8dYtqaUDhthAPvGaGu79DcUkkMRPfctAWNE5p1J085fMu1F0RL/98g8YTMbnfL6My8ZMmOU1wavDABbDvH94SVFBLEY/GzP3ybUZecRg7Xqd8J4PdbhUaKjcUa0+b0rSwNMXljMZ2kcnvSr3IDBSUY5y2gXe8hRErzMea6BFZDLuHErLApPvuCFnPxogVw66Hu+pQviVT9NqUhkmyMODyygzFRYPCksEgdNh5NCYpaJqdHMFESupqWo9HvPuNYzx27A7uK0Vh2wFXbs0SHhoymJKbO3fHIZyU0ZHwoQFJTijBVtdk+/wE/Z9vY7YsgndGqF0yCJseIMOY/RmFzqU88dh1Kie26RyR/K8eWKhESQ1yyaZxUnZRuQ1NVMuwWybj70C4WGI4Id5UUkXtvIV530O7GaovR3G/kWF1xegejGaYoyFGDEnHwTveQo9EBAsBTssgnIy5/PoCdsukONnFPNB78B5uP6ywP9ag/ljGztORWOarKf2Wz/yn78qYjpcKHHIupffVSdpHUgrfKFB5w93FZClB2ycG/fkYLxcRz4XcqI+TW1d0XpnAXnXI/IzSFYfBVMbEoTrFOyIdSlsOuQ88/E0DOhbVmTZ2LcC4LBnh/MkdjEWfwWYefb4s3oW6wfE964I/sjKMSOFvGkx9x3jw917+0zPkagPMeaEClx/e5khtU5oORcFs2dsWgyMhwViKveIQ7viEkUUpFzDld/7uN+oPeCT90bH0r13ahI0fS5j9piEdn1HhnxXvabZXyxgRxMcGBCMG5utlBlOauW/p3WK3xJTsjqJ9KMWIFKVnNmlfHCV326FxSmbMuvuEOmLdyjFxXnhgS/9mgeFERjgiu8H3Lh5gOK5I/mCc5lEJZ3+fEtx5dkhSkYK0t22w8ZRGD00G4wZzv2cRTiRYG47Yt16qEpUzeLVK4bJH4mvOHF8kd8cRzaASNFPhsktczAhGFNnhHomvKdyDtONgLPn42xl2T2O8VobIILM0tXIfq2sQTcbYq/LvLXWq9J4YkBZTrIGieM3Bue0TlYUFN5xKUYFJXBKqMabkEpNSSjSR0LtbJnMzchtajOamEIsH81JAn55rcPkrx+i+PcbeP5c4nNptLNARpLk2Nfl7FuonGuTuy/zfyD8REXDqC20jt2zRm4O5R1fxl23KNwzM+x7NI4rKdchdE2t65UWfyu2M3FgfvlPl++Repw2lCfk+aSVDtFFgkduQsL3TUoRvjoib9qbL8PQADKicd7j3F/Pk7ltMv2DhXCzgNE3aTweUb5o0j0HnoCysYVUx+paFveowNttisJnHv+HBhTKDSU1wbFcVqeFnf+Ul3B2DjaURap9eYzAh0bn+fEJ/PkHVIuJXR+BunqSgMZ9v0Bu4GId75O5blD62ib2vR1zSXP/evIyT9C2ymYDhRMb+X7/OcE7kO6jdEsl7Rfn6teL1OwcIjg3lpGPJpkAHJrnZHvFsxPEj93GchMalcV5666EP6Wb9AV8fgesjsbihwNyxSJ3d2NTN3XqOA5VLNv1ZjXUjR/F+gt3X2B3F8ucgOThk+hUp4EYVmT0r3FfEfzwu83J1TWYJs8vfUMz+9i1mnloh8WVIeOeklu6fIwOy3rY8rXeeDyjfkmyjt60JJhO470Om8G679A/EYLDrKoClL4g9qnwDtJfSPhVhDeXjhlWZ5br67QWCsQz7aAd/1WLv5+5KQTlV9OdScq8XcKf7NB8WMUw6F9A+aNB4VnR52Bp/0yD65hjmwR7FDxy8LeluGkpj3crJiEYMgzMDKrcymBsS1jIWjq9iRErSADVB6gz2R2BocndtJo9uYUSKxiMyJGs1bLy6gbNlEZWlexs93qX2xAYrz0kHWVuamdMyIK4NyLyMwVxKs5PDGkA0FbP85/MiLV41pdWmIaql3FsfETxSDeJaQlzK2H5M8qfhkSHDcUXroEGwVKRzJEEHJsqVgdScG4lMKJ+BVqhNl53nAnonQ4KxjMGehMxEIlV9G6tnkN9KCWsyn7j2XIbdlbnCLDKJ81C7Kt3gzJY6XZJTnHjmFq0roxw+sspwQmjK9rEOtWqfxNcoP+W3r58jt6GxKwFLd8YxH2tSX67ir1j4KxbH59YJz/SIRxNGTm3Rvl2Fu3mc14sit/ndcYK2K4PJEzGzh7fQuRSdKkYO7PDOt4WkbA3EBTt5dAvOtJk5vknyjVF0YjzwV7jr8r7YTZPZSgs9NFnrlMjerJKZcjL4UG7V/7/BKv++L5XKD1dn3hDv52zG2KWA/rQiGBMxSeZooqJBZu46KFctJv7Eo73fpPo9sYu7mxadx4b0ZoX00N0nw7Bu06D7SMD1f7GH7T+f5eH/9D06h8XlWP1AdnQAw6mEvfN1jFWPwaTCnukzmFLiCWgK0y23oSles3EnBpJVPDYAWxIHYVVh71iMvGnjNhSDuQRvW1GdaQsfX0F8rYTdgevv7AMFhWW1O7wLwbaPs20Sr+TRiTC9vNsuw8OBkEPG5QZ0Xi/SOxkycX6A01ZsXZoApUkWBhKXaju0DxgSCSom3FyaxEggf08QTFFZY3REZzecyFjfrGCGChXJj4PSQhIRWCb09mZ4rxaZyneoXoNgOia/ZLG0MopXNyke3cEoxrKbG1h05zNy5SGDMwO0K3OA/UMRKHDrFllgiWP1ZJfqRUkhqNDA6QqtOC7KQlS6LSgmf9VCZ4pgTLOxUmMwnUIqs4ZpLSEbWOjAZOb4pnDy9nfI+hZqaBBXUuoPGyQVyYT5qxadgxKLUwOTYCzj0K9dA0AXE/TBPnEBrv3FIcoPNbhxfYbC3jaZnxHeKtF5bwRMzZ4/NIhX8rQOa/w3C/zEuXcZDlzckSHD6QSVwpU7s+ilPMrO2L4scIvU05iBZvvJhO5exdhUm71P3af2ls16o4wKDSbG22zfrwiqvdwns+D00Xts1MsMmj47356idTpmYqKF8UibXHlIXJSRIxTcvrBH5jDfGKE/H1M7ti3llQ/jXv3RsfSHu8wQtK3xtjXDcYlELf6MTeZoUl9z4GduoU1oHzAobKTk97dxWrB5Tup13898hmMphfM+0d6Q/lxGNCr1IasP1rrLxLdswqe6fOOth6m9J9DI4KdaDOYS3CZga5avTeJvySiD+70iycKA4YkhwYgmt5WxczKTpsdrRay+wryVk+D5WEo4okmmQ1qfGBKOaHL3LXpnhhR+s0z8eJfMzRi9pCl/dh1jro9dEb+kkUhTw1+zMA73sHsKtWPjNgzCkQxlanIbirSSkOShczTGu+2y9rEcRiygAHdHYSz7uDsG7pbFcG+E01ZMzoh8+PuSZioR3rZB+aaicMdC5xPoSjG8Mt9Em5BMhQymNObBHtmhPnZX0Z/VvP/iIRqnNKNvWgwfGjL1LYvo6IDmWpmsa6MmAtTAlHGa0Kb8XR+vEpDkNG5BdlYzT61IfW8uYqbWJqoolJ8w8x1N+0iK3THFLrapaJ+TJkmS05hegvtQi+k5wVDlVwy89338RQdnW+p/GxcnJZNpJ5QmemhHMzbXlC7t6AAjkhpkadEArSjeMsnGIr73zhEqHxiMjndINnPkVzWD2URgmKaGV6uYvd1j/EjK5KuKxJcHUvUDRf/cgJf+3TmyVGFZGcU7FsPJjGKtTzoRsWe6IcDRyYC54xsEowoyGO6LaNwY4c7FWfrTiqTlYAwNtholSlNddh6NqW+WiUsZl986iHPbZ3Syw3A8wy0HdF6ZYNB1Sa6VyNyM1NWMXNZk4yFZvFvD7VjUl6ofzuL2oyHeH/6K81B5f/dYuqUxh/Lmq1Re115aILM0o1fkKWy+WCX1IC1kOO1dKu62kqfyiYjxF220KfWZ4UxCWNNU3xeceJKYzB9Zx4ihPx+Tvl3F7Bv0zgwx8zGj7yp6J0IKy9A5klAr97Hv+Fh7e+w8pPDqJv6GEt5ZWZogJ5+6ReUDA6elUA0Hz4sp3oPcpubo3AYrzyu0FiZc/bTi/p0x4h2PeEcKz/6GorOQUX5yk3AtTzia7kptoLBkUHhHKKpG1+Tkj19HxQZOmwe73GA0Y3BuQGZK4yQcS3A2bLyGptHOU3jHJ7emOH32NsaWi92B1lFNbz6BxKCwaOJtKXrv1/jHz32HyW84mBHES3mylRzjj22QelLTUSMhgymFteyx/pwQNlSiZJB4x6W4aJI5GvtGjt4eKH5NrPRcF6rt6vdmSPMpdt1m8d64SJW1EllN38Be6GA91CHxoXDFxe7LDrJUGHKwts3GB+PoiRAjguyRLqV7MpRr1EKsviKcjWnfqdLriQe0cUMI94OdHCqDaCTF/kydkQM79OcynCUZ32gf1rj/torKQP/cNvllKfS7VcEnlW8p7LaJihXbpxWDX2pJ13dOMfUVF+/ZbZzbPv16jt6JEG/bILpURWeKTuBiDRTTI22W10YwEijesFEDE2MyoHRbUVjRmH2TzM3wPvDRQK46JH9TmhcA6dEewXdHKexvE7Y9Tn/hA/TQEsR838TfNKh/PkAPhbsXjMsYwumH7n54N+uPFrcf7jIjIYBYQ03riDgX/Q2TJKeZfjWRMY29fbbOGGKNqsoPfP6uRfuxgOoFi7ggb+ahfx2xfUpRWDJI36ySu2+hLag/JlPvrHmsf2cWM5ajkDXYne1a9EkDi+CnWpQuuPRnoHTdIowtopGUZDmPShTD6QQr0OhaJHasDC6eP0jy4y16hyNqVxWDjkd3L4RfbHGnPioMtLZH7bLEoWZfVKjYYPwNk+F4RvW24K6Dr09QuabIL1toO6NzKpIw+t4M97ltVAZvnz+EMz6ge27IzglN7Ypi/LwE0s1Qmh/V2TZxUdN4LCbZFPPSYEZz5ZWFBwRjlYE3NsRumgTj4lfN9g75t1cfp//zbdSCxH9yawbh70xSum2Q7A3QiQFn2nh1JXifFwu4EwP8my4j7xoEY1p0ddMxTkvR/PSQ8sPboGW3NX4hxeyb5O8r7EJEWksoXnQZHgoByC6XcV4oMdiT4LQ1xS+sk9QSmmtlLn4wjxkqHC/hqX/wLrkXC+KTXbfwL+ZQCZAqYdFd9Sne2pVwNwzccgAPdXF2DPaUmvTfHEWbENXE1WB3DNaflCxu0Q0JTw4YHg7FH/tUl+aTIU5LoQspia9pNfMU3/LJHM3KJzWN7SJxQWPkEpxlh2Bsl7Ryw2F4YYTUhda3phj9tsPgaED0eBevbqKB/hy4P7PJ409do3jHJLNFkP3snjv0D8Tk71owMyRuuyTnuqRvVjG6Jm/e28eZ44tEQxtrCL3DEWlHgKVmyyJ/3yStJLQjn9wz9b/zffqjhML/jUvvfhbNY2B3Fa1HIkp3M8q3FJtnbYz9PdSlInZHYQXSIHBbQnetfs8lrAmhIjfb4+Yve6TFlP6MDMrGJ3tklsZfM9l+LKFyQ4nirmKgcymdI4JZAiHH9hfLDCe1dOgMSN6qsufQJlOvy5S5SncFzbc9/C0DcyAB++B6BcNNaTwsT9nMhvTtqtTRNi0+8/AVuvOgDM3a03Kjbz0tmKDUNUTd5kIwpiSIXwsoXXKYeEhwVsF3RzlweoWR9xThjg91V57UH4vhF+sQyzEptRXu71XRToazYeNM9bGOdqhek0ZMUkvAyaTe+JU81kDhH2kxeklkM2nLobtUxrhSJKrIA6FxErLnm7g3fZnwf6WM/rjIm7v7JFMLMPhcR/wDl3PkF23pNK/6lP+rAt42dB8O6f1Km8zNeOofXcB6v4DRtkhyyNBsCMFsjNvW4GY0j2s23p3E2bLkeGhJrje9U+DlbzyC+cVtdh6V89ZgSui5xbHeg5nIzolIYlyzCclSgaDlwZEeF67uF62fK07YJKdxd8CcHpBMhax/d5Zsw8PcdPA3DIK2i7XmYj7eRJkZuXWD4kWPzpmQ6dcSzIGg0/0tRfUVj4PP3BPloyUgT328K536gab4i6s4Sy7Jcp5gLCWXC7F6iubrk7y3MUP3dEjqa9KJiJdeOM3YdEsEPCBGrNhEK9h3co2ze5e5eP4gTy4sYsQKe9vGyMc88+wV1HRAfzYjt2hz7/I0nQujH8q9qjL9A70+CtdHYnEzIgESetsyAe5s2jROSR4z//g2zltF/LomqmrWPp8QjSUyeOtpghFFflVs4LxdBivDX7FwOgqVQO1rOZk9a2islsVgQlF90afzxJDqeRuzZzDxskW8f0jneIyaDIhGE8yH2gRjEkVae3eKtZ+JxLdZC0k9ZAg3FaP4jz97kczSZD1bvqMdi9IiWOeajFww0Qf7vPFbjzD+2AZG3UE7mt7RCHvH4tP/4A2ah0zsox2e+bkLmAHE+4eUXsrTORERfHUCtyk47pu3p2geg+p7Qg7uz8fYdZtGOy9m9EgeDPVHFGbPJNkXEK3n8V4osf0w9PcmGD0TtKI7D5tfkMHS7kpJxNLlGCM0cKb6DPfKgv/sly/gbym6dRFAly85dA+k9Fo5whGBQRq22KqGPfcBpsp4okkwKiMaiz/l0j4Z499wCd4eQbsZX790AjRkRXm4HPv4bcIpERw3jxgYLYvcmhz1S6cakMqcnDZh7uwq0b5ApDcDk2AuIsunFK/ZRJEFCnp7NfnbDhOH6tKQsDRqaOC8WRTAgAYMePLsDfG2NjI8L6ZwySM4KOkDb1sx2BczOdNEpdBt+3i3PeKipnd2iH/TpT0vtWGnbdA/HtLdB9cu7uXQE/fwNxXMDYm2cgRHh7QPSSQtLkpjyAgNBrcqDI8E+Fsax0p4/uh1SUKEslPunB8Tn+umlDBq5T6DhYjlCzOs9croaszlPzqG24S4nOLnI87/3kkqpQE6J/Jsa6AIpz+EotuPam4//KUtyQiaAeQ2ZGzDaSm8Vkrr/RG6R4WZn19RlC64kCn6s3JkGszHbD8X4S85MukdiEMhOBg8aEL4W5qdR2PGL4iIN84rvJzcvOVbisYJeeJWL1iYiz75u7bMFAUylJmZUPqeLxPmHwgNdvwdQSEZfsLXr5wgt2aQn+gz9paBdjStw5ruSgkjFk9m65GInZenSCsJFGPsLZt4NOHFf/MEwWhG8Q+LfOONh0VpZ6dC0I0Nwk93SHKayZdNjIHUs1JXurv5RVtIHYlJf0YRVVOIDIpLCjUzZPb3bZyWQfvZIbUritxEn6yQopwU51AHa8kjO9lFlSVHabnicYjW84CAF7/+7kl6h2LcdYvhnpj2sQQM2WlNvKGovOdgmNLZ1LHckE4b+j0PPRmQ5OX3zHzMkz95CXW6jb1jyQBvLcNds7HqNpfOH6A01sMayE4KJbuezIb+W6MU7ljYO+I66IYuuWseaV/ExlbDxluz6Z8eUnihgDEwUBkMZlM2VmqE1YzCkoE5FKy8ebxD6Q5ULlu88/JRdo4pNj+R0Gv7lJZTrHWXYCKhdzCGTNF5dULOZG1blIWBwrrnYZ5r0jouWdjkeI+JiRZRVZhtdxs1eqcCsk2P3HQPZWq0o+W97So+++RF3P0d0lKCHlq0FzTNlTIvXjlKdHSAig2yV7n7awAAIABJREFUoUU4GZMf7+/eKLDTzjM51cQaKNauTJC75tI7ETIcAxSM/08++rkm/PEIKAGf1s5s8V8+/Scfyr36o2PpD3lpJcXz4ZTG6Wp6e+S70zpgkZRTRr9nkzqK1vGEwYwGSzPcEzMc1/jLNjpRBGMpvRMhRi0kv6qkUNyX4dL2QcgtOsS+Ih6P6e0VbZo2FGFVFtLgMx06zwyJain9PQle3SCzNd6mRe3YNp0FscYHkykqVnTmDZSGrGtTOe9Q/NQGSWLQn1EUJ7vSKFg1yf3COl5dgtyD6UxGHpZckskIMx/TPpSCVmx9NqSwJEPDtp2y8cmE3H2L/laeibczkl/YYfpVGcoNxvWDJ/HwuPhRw1qGOZRjcvtISrbhsf3LYlJKBxY7uzOcZttk5LsuxmtlotEE40oRtuVYmWzmMIbGg1m3/IqB3RS0TjiWYnRNzHIkhN6ipnFK0ToR89i+ewDka0N026F9PKFQCKAuM1zlnxQa9KXtaQabeZJ8hjEWkFs3yBwYP7VJlk/pLpcYTmSk+RQ1EZAUM4azCcM9sex0IkFI9d4cI3q4R642wN+ULmawN6Jw3qd1RJNfNXbBpiZj0y2RJM+LJ3b07CaDep7GmZTguS65NUWyL8C/66ADk+0TJvF4jNmXep2/ZmGeawo3rpRwd2UM43SbuJQxuFXB25A4mnEzz+adUVQuZe4vNYOtPH5BAKfJlbLsCmc7GIY0zF5Z3c9wtYAxMLFKEWkuozjdxS2FmHd9VDmiONbD3bSIIpPMzxhMZ2SxweadUYK5CD0RMnxoyMhol6iaYrdMNh5z+PSe6xI7qw3x1022GiX+hzvPfUg36w/4+ghcH4nFzQwhrMkil7gKt6kwh0LxcLZNEk/ReWKIUYzJryhIFGOvWUy9kUlRP5Gnsn/DJXchR1iTwPTO6RR/SzFxYpPBnoSwovDvOoKLtjOiCvibmtSD5EpZBCkdE7sWCFomVFRuZnTfHgMN3pbJ1ME6mZthnWmSzgb4qxb9OU36O+PEK3mZIXupSlTRDBYiVi9O0T4m3H9/06B0w6T4SAPLi0m7NipRZH6GvejTm0/J8inBchGrbour08loHDdp9zw2vhQyemaTZE/AmSN3iSqa/EUfb1sC9uVbMHJJoQ2NNVQ43y5j5mPcVUcQ5Isl8vdFbN09JsdibYAz28ff/D5dV161q2AOZerfSKA01ZWB58AiGE9l8T7SAgOu/9ZRuvMZg5UCRi3E7Jp0l8ocP3OPzNMs3R3DvpEjfGGM/GQfczTEXPSpfnKd1NFEfzABtpaQfiwo8KzuYXUNyODMkbs4HQjnIk7+2hVSVxM3PYKhw2BvTOmGhepapM+2yTxNfyZDmRmZDWFsoRuiA8yvaFp9H5Qmv2Thu5E0ljZcRp9eZ+QdAZ5WR7sYc33OHLsr7/9mgbgAh/Zs4N1x6e/4qGrE6CWpw7oNRXJwiIoVhcqA+18ScTNAWo2lxBHYDG5VCDsu2pJ67LGTyzgtA8uWJku/65EsFUhdjX3Xw3yhKjXGxMTZlpzz7GQTVYnIVYUubC/6NO5V+Wef/BoPPXmb4EDIn77wOKNfvk90s8RgIcK97pOkH86t/qOd2w95ZY4M8c69FBMXFNWbKU5HoxLIr0DroQRzxcNe9AhGROlnxlKYz2zpmo5e0liPNdGGoLf7B2OMgUHqwPrNMYq3LMIRDVqC8yowSV3oHJSJamsAlGPxU96T3UVYzehPG9hdIS5kJ7usLY6iYgP1nSr2HZ/UlzhS/YxM6aMEY27E4KyLab6waEJiEJc0SU6OWXHTE4Yd4K+auKeaaC/F2bY4eHKFZCwmmoh56shtgsmU7H6epO3QeWkS94bP1XVxV2ZPt0k9hbY1OyczunsFtJg/sUPrWELadgjnIkYO7JBWZdfKWAiJQTIdElUywr7DYEpox/FYTGEJtp6LCZ7rYkTIzNyfVdCmxqrbGJHCebKB8UKVyW+b7JzKyHIZqhrhXs2x9/QquXWDO9/cT37JJDcqA8+dYzH9Rg5j0Ucd6rHz7Sn8LYOJX7qH0bKIl/LYHUU0njD9qswMutsmF67Pk5nCRHv9WyexjnawyhFo4QCqFEYO7JC9W6ZwV6JfhcseUUUzWeyKNHt/QPpTO8S3SmBIE0u/MEL7oDR/Vm6N0zibYjZsmmtlnPcKbA2KrD+bMb23gV/X3H9xL9mJLqWrEm+rnwFdjentSym+Jvb46HIFPbCY3rdNuFii8q6Dvlgm/1YOM4TKew5hVdIWN9/cRzAb8/SeRarX4Def/F9I8ymj70E4G9N6JKJ3OMK0UlIXrBNtVm6Mk/UtsstldGoQ7x/iNEz++V9+gfcW9+DkIoxQ0YsdMkujuhY//aVX6V77EGCV8KHv3JRSplLqolLqa7v//7xS6t1dC/1rSqmDu7/uKqV+f9c4/5ZSat/f9rE/EosbWrqkd/8DJTIXW2pqgwMRSoO/bpG/L5QHuwtjT66z8XSG2zRIXZGxbJ9SRBerDE4NKd80ccuB2IlGNNbAIP/JTbQpPKxkRDA7TkcsWOU7GYNjAZU3XEqXHFJHw7QgeAdTGcOJ3W7VlSLepkXlmqJyJyGciZh9bBXjZJuFU/fBgNmXY/L3FW5DUboDxoEe/dkMp2Ey8XbG/s8uykJqaOJyiq7FhCcGnJpYFe9oX3Hr2gxeMSRXHXLhW8ew24ZwuZYkYhMfG5DeLRBWQL9TJqyAMRS/Z/XpDYrXHDo3q6jYoDjVxV90yP58BHfVIb+/DXWX8vsWdG2KiwbKzHDair3PLmF0LToHgMAgqPuknnhV2wuQjcYkYzHlW4p2J0ftp1fof7mN9lKMQoz/vs/gYMTSVo3heEbqC1A097USlWuArbF2LMF1Xy9QXszo7024/s4+Jo9tkeYkzTD6hsXqj8n824PjcCi702RhQLBcJGk76KZDUshoH09wfruGfbZJZonTwtuWsP6di7M4LYW15NH7oEbqSP1SnW3TPhvibStKtw2MQCJ0uYWWyHCKmuxfjYOpWVsaoTsvpZNoI4c11FRuZYwfqaOsDO3LLjHLZZhD0TRu1MVZ0N2fYTzSxu5rsv1DvM9tMnN8k6iS4TQVamjw4rvHaR6F3/gXv8bhI6v0ZgycNZmD8+47OBcLpNWY/kYe7Wj8+/YDQvQXjl0hqqbMH1/DWXaIQ4vMlR2qtafP/PE1Xlg9QjL24TQU/h7iV7+OeJC/f/2PwC9orR8Gfhf4L3Z//VeAptb6IPDfAf/13/aBPxKLW+pBbl1cpZ1nh+wclz291bBpHdFEJWkvF+6LZHfrzSm8TQu7A7l1g/bRBKelSH1ZhOICcK1IdLki23pHs/PuOFZf+G0kBsU7kpt0WgabTwlIMC4qhlNS18rqHtrRFBcFFKgNWRijhSGpJ4SQ2js2Sxdn4HyZxbf2ULxpsX3CoX1OEhKd/eC8WWTkcIPRS5rVLybc/O48vZMB/n0bp2FSfM/Fu5wj09L4sAaykwvX8gQDh2AyQR/oSxNlb8JDX7hOGku9Lypr4pImGE8Ze2iLwVae9c0K/dNDjFiRWzcIrlUYTifsPBbjtCVsjobOQoq/ZtKdz3BvSs1uvVPC2xIRtsqlVC+LKk8bEI+JPd3csejOS0zq7vUp4otVnA0b875Hf17kxVndEw7ddIxzNYf60jbbnwipvm2T1MTBWViGwbhB7r5F5mb0vz6JEcjcYeqAvWPh33Cx2ybWQJHkxGBlLvpC+22ZqFrEnm9kYGrCskK9VKW/NyEcSdk5IWj67xNo9YE+cSmltGiw8fEU++Uy5qaDEUHnbADTATo2iC9WJYc7EbN90sDIJ+Tu2cQj4tSd+0vNzsMpQc2g8+oEWd+CWNE5FuOtWwz2JoxejfjEoZvkVwWWab9cpvFkTNK16X53gtUPJph8U6PPtQGBtNo9xXBCcWdjjMHRkNyGQvsZ8eEBdh/cNRuzEmG3pGE2OBYwO7XDn105xcMPL1J2hjz8/A3YdvE3FIO2T7SeZ/07s3QujOIWwr/zffphz7kppWaBzwH/+q/9sgZKu/9d5q/0fX/dRP8V4Hml1N8oY/1ILG5GDFFJ0Zs0yTblxvC3tBTsiwnVDyCzFY2TkIzEjD++jr+p6T82IL8uOOzhVMrYuxrzvsdgSiJNmQN2D1CimXMfb2CGEi5On2xjDYRsYZYl6N7bn4joN1YYkcLbMGmdjYhKmqisKdwz8K/69PaKGb47L7nU/JommYoYTGmheNQdKjcU/qaitz8l/bNR1p/WVGo9nJY0O/6jn/865dPbDB/vEVY1V37/GNuPpnT3S/t+5juarGuDoUk2c8Ita5i8++ph9ECM99rSPPuJy2hbk2YGnzl7GbQiG1qMnd6k/PGN3Z9I8O86JHnwV4SF522ZFO5rCsvGbhJEEbxfIRzJyA71KV50yWzFYEpm3XKLDvqgdO3mzq5iDgysnoERycevXJdESPpUG7urKC4aGB0LdbZNfbNM4ZJH81zMnj9T0tXORDrsdMDqi28hy6cYTzRpno1JpiLisszmqQziJ7rkVyVhULwL6WxA1rVp77Oxdiwaj6REFcDJ8Gd6/NwnX5cd3JpN6kKyJSkPr5FBqmg9lPDEM+8TVSD3gUcWmRh+gj7eRWkoXXVwdxTmfQ8jgcnZHayeYuNxE7dukvjysEMrjMAgv2gz9uQ6Rj6medDhjT8+RVjThHMRnceGOOs2nzh1DTOA8Xdg7fMJ1itlzNGQsUqPYDpmzzPL7Bnfwdx0aB9KOb6wQtp26D45INoTYdspWsHYQ1voocX2q1OMjnW4+P48BwrbvH3+EIX5Nr29Gf5dR5pPk0LK+T7G6u98af2DvX6w678H/hkPxI0A/IfAN5RSK8Av8lf2qwfGea11ArQRGfz/5fWRWNzIJJytTcmYWn1FaUmCzhPfsbBCTfukNBOK1xwGfzgpf23bpXVIMflGis6lxP+wQepJvSs53sNtKOK8fMzBbEJzvUTqwt5vBAxXihRWMpJaQtpyxLOwY6LdjGBChDP5VU3utsMvfOoVZl5J6Z0dYvXBaRnk7xskBYlgxUWFf9PFSKF1WHZ+zWOazuGUkQsGOw+nVD4wGLxXI3u6zRc+/yb/842n5WtYyaHnhnQOJ2Bn8qSf7bP6E+KydDct7J7CbsuxPHX0AxS6NuDbr5xk/8IGwctj/OXLpzGcFLccUL84QTdw5UhWjnZvRAgPDSneE0jn9qcC+HiTYDQj8zPS+aF8XYFNkpeGTlYS0u5gb4xzsYBXN9jsFMmtG5gHegz2xxSWof50Qne5RHKtJJ3EaY1XN+i3fCwvQT3ThMhg5csxaEXj2ZDOqYj2oRSnJb6FLz16ntxXytjbNqNjHfIririk+aWffJmg7pN8pkX1kknrYwG67ZBfsghrkIzFOA2T8NAQs2kz2M7xlT/9GNHCkLigCcYypl5TmH2TzcfFm2E3Tb53dz9eQyxbysrIujbWhSJxOSX36U3ZsU4IHqv9+gTDwyGV67s75qLUWjE1hf1tgrGMzXcmyXo2w0kZYQknEuwtmyywsPqK661xOsdFElO64FJcTTk8vcnGB+Oo0GDlpT10/9cZ9NyQ6vsG19/ZR2mqi2Wl6NhgutrG21ZsLNeYm68LWeWFMVRk8NLKIYmOIYkMI4bZx1YBcf5O7tn5UG7VH2LnNqqUOv/XXv/k//BxlPo8sKW1vvDv/RP/CfBZrfUs8FvAf/v9v/J/8un8javoR2Jx0xZU31cMJ7So63Y0609a2B3FznHF1qOyLbf7Wo4RB6C3D2qXDcyhYuuMyfh3berrZfL3DSn+ZwaFT2wSlzS5FbGAWy2L4l3F4k+5WENF86jC3rYwAoO54xtMvik5SW/DROdSkrwMEv/OSx+jdUCGQ41Ys/CJRQDKH5jsObNK61jC8HBAflnh7e0S1jIyL6N4S5oWKlU0zyRElYzkSpmv//ET0j17dUxcpDdy8talCub7mBeLWF5M5cQ2hWXZrSQFeR9Liwb+msnIw1scOnGfdCRm8eYk+764SFJO8S7lODe3hBFDb6XEYCrDP59j/B3wzjUwVzy6exXdoxHmqkdnJy9zaLUQ204ZTmn2TDew+uA+3sCu25z42Q8gVQyOhgxmUuJrJdTHmkSBRf6OTXcf1M5baD9j/EKGtyURosG+GNW1UMs+gxsVzK7J0bkNMjdDxwaTf2lx7oxAEeq9PH/6wuPUPx2SOppGs0DwbBf/SIt/9cYz/OrT3yV7vUp+M4O6S/GWiX60Teppnjpym9Ii6EySKkZ/N996x6e4pHCn+2w+qkgLKYVlg7Sc4h9tkX8rR+sRoZUUzvsYgcFwIqN0w2LzzijdhyKUIQ+58mJGpdaj+bk+5liA05aBYrNtEp+vYu3py4K3OyQdHhmiQgMjVBLz60tjC2DlU5re3ozmIZP3b8yiRyK8uimsOAP0hkfr6QBroOjUC2R3Chhdk412Ef/jdVRgUu8UUJMCXrB7kgvOrRk8PXNX6so+LN4bRxsaoxAzlf9wYJU/RENhW2t99q+9/uW/99GeAr6olLoH/DvgE0qprwOntNZv7f6Z3wee3P3vB8Z5pZSFHFn/xhX7I7G4oSDJK4r3JCjen1ZUr4vIxWlLJzDJaZofD+gspJTugHmgR/O4prSUEdUy2gvgbNhEFY2/JVDGJDWZfDPdlRfvzoiNQVZMSR0tBf8YsnzKzremaS5Y+Ksm3rkG/pKNGWo6R2MKSwad4zFZYJJ6is4/n8OMZHxldUcKx/4Nj+GEkGeNGMyeiZFC95khVs9AOVL7CccT9KkuR6Y38bdkYDkcE++q2TWxLxUYLESoO3mCl8fofaqH2TOIRhMyR9N7coB5rsnOhXFuXpmjdMlhdE+LW1tjD55jr148QlzQTL4qO4vh2QGNk4rOzSpxOWX2pT4qMEmmQrwlh9bpGPdSjmDHIzNh+dokZqhpLVdwdxTvbcxg1wKUmaHd3R3gpSooGI5LUiOsKvwlm9XnwXikjb8l/7Y1VKSzAeXbgmZ//9qcBO0Dk/xGxLuvHGYwm9CtF0imQtybQjYZqfaI7ucJrlbA1vz2V5/HiKB10MTuKia/uMxgM48ZKN569SjDcYWOhIRRO7RDOhfgNqG8GOO8VuTkY7fF0O6AsjN6d8t092dYdZtsjywqXl0ibP0ZzcSBbSZftFA7NvWzmuZhg9ZOAetqAf98ju7RiIl3Mpk1m0nIeRFqJJR6rSPlESNSpAsDCrMdhpOa4h0TZ9Ni/8ENQJhzZAp7xSUqZzi3fLafEpozdRf3VJOZbxnEo4mM6JgZ/cCRbvVrRazbPs5Un2hcDGTB6QF/cekhnLm+0KdrQ6xKhHfN5/LKzIdzq35IDQWt9X+utZ7VWu8Dfg54GamrlZVSh3b/2I/xV82Gv26i/xLwsv5bpMsfjcVN80Dw0p/V2D3o7DPonhuClh1S5mfUXvIYf1vR/sQQ+80iU6+Lh9JuGWQ2FO5L1zUqKpIcdC6NsP6UiTWQGTC0dEdzizZZPqV9CEYvZ5QmxNieuhCXNOaf1Mhs8Lcz3A2bwbSmcNPGrtvk1+Vmbh1LGO6PyO4UKN20iEsapy0QAD0ZkpYSoiLY13JUTmxjrbmghVwS7HgsvjTPcFyEv9rQxAeG+JuCOHILIaU7koBI7xZIc1Inql7XFF7L4X21IrN6SgLv2xslksUCzo58rZiykLcOGahyRNK18XeRSZia1efyor5bcYkLWtIHDw3JLdl/xbZ7vidS5Tspw4GD78XUqn2MgSnHMSU1QWeuj7ujKH98g/yqlvfi3TLdhQS7buOvS6dyOCpYptp7JlklQUWKe7+aSU0tNvBWbKw1l/yqlBWaV0exBopoIiF320GbmujpLsPTA8LpmJ3fmXuQ603GYoYTGfa2hVdXtHseWc+mczKi/isDRr+wwo1vLqANqeMa2zba1IweFBTRxJ94dI/GmCGys6skbNwdof/lNrl1g9y6QVzMmJ3awa+LKjC36BD84ybl1z2Kty0GF0fwfDn+GzHElZT/+DPfxLzt0+955O8r0mfbRCMpGy/PynyhK6WXZG9AWk4Jaxmlqw7WQMoBppGx+tkUf9kGBfuqTYw3y2TjIUkOinchWs9jNyypHVsp+VsO+lqBYDqGt8o4V3OSr65/ODW3v09Y5W4t7VeBP9o10f8i8E93f/s3gRGl1G3gN4D/7G/9XD8Kxnl3bk4v/OxvULsRc/95k+nXhLSQWxHzvL+Tcv+zmtySjb+lGY5J5s/ZtigsQ28O4tkIe8UhmkioXLJpL2QiJR6PGXnDJjOhfViTW5Onc1QWy1X3QIJRiiUXCpg9QygSTRGixOWUuf11Vj+YwAwkzTA8McTzI/TFMk4b2qciquNdzD+p0f5UH50ZOFdyDPbFFG8Ifql3MEa5GcqSJzQI9NFfsbE7sgsMp2OsHUvQSVqkKlZfcfyZ29z45gLpw13Chg+u7DisgSLcH+D4MWFP3BEqg/7hiMq7DupTDZprZSnX2prKRZtgDPTxLlwvYPWVSGhmY0q1PsH7FbQJVk8RjGXsObrB6nZFoJe2xt2RuJvZEgKJu6PonZIuo7/kEEykjL1lsPVkKs6LbY02FFEZ4lM9ki0flSqcljxTjRicFgRyWsMMRecYjiX46xbBmEhjKCQULrsC6JxokfzBOI1nI/RQEEQqUQIe8CTLmjlQuAfaUmSfbJK9XiWzYLAQ4ayLjb52xQANrSOaseN1Gu+Ny/ezmskuKVAy43c4JHfNZTAtGU1/QxHWINtlp3X2GZjnmgxvVERI4wgHj6tFkpzG2t8T2m5gQqoo3zJIP9mkv4t2d7flYRGVNaVFWRjsn96i88oEw5mU2YUteqHD4L0a4VhK+QOLqAJhVVYQp22gj3fRtwpE4wn+ks1wn0QLzaZNOiKlgcKywfv/zd/NAl+ozulTz//6D/Rnv/dH//RHxnkAK5A3NSyb5FcMGsdMSjdket4KNc1DFpVLNoP5mObHA7QF2JrcqsSntAX592UKvfS+zcj7AUakyK0qVNdiMKloH9LYXfEpZJZw4gaTwtCyljxyyxaVq5aMipxtM3y+R1LIqF4y6X11krnjG8Sj4sX0r/pYpjRAxt8dyHH4eyMMJhXGzTzexRycbWN2TQZT8vAwuybmpoN7wyc92sOrw+hMm/yK7Fir5zbxVmySkRi3qbH6MPKeIpqMub0zKlq3mwUBWrYsOebtji6ldwsYdkrmyM5TdS3CKoK1diQ2ZvRMrKEmnA+xLhTRu/KbcCrB8hKSt6ukDsSl9AEF9/5WlaTjYAaK/MG2LEZbFtWjDfFcBFB5w8VsWRgRGLWQsCLdw9TT8NkdWicS3KamUhxSumWSn29jdxHh8P/O3nsGSZadZ3rPuT5v+sos22Xa+x6DHtNjMDADEoQnQABLt+SK4lKhDZmIlSKkX4qQQvqhXwpJEeuoXUobEEWCCxKGAAgzmBlgMKbHtO+ettXV5U1W+rx57dGPLzFk0IADDhgxgngiKqK6erqqJvPec8/3fe/7vI80iYsw8UaCNRC+XrQQUrphUTizTXG+g7dhYq+Iq0SHBs6/qDGYlgGO3RJYQFZKRCYSjuIg/YzmQzGtByKic1V6B2MGhyLK5xyiyRjKMWFFybU0GWL9bl1iIScltzbxNXu+PySYyshfcYmLmgcevE06OySsadTxLmjYehgqT23Qv1OW/IaJhLicYr9UlKFWMSW+W2B8uo12MxmwzGrCKxXsPX3cuuQxDOYTknIqQ6j90GjniU4N8Gd6bJybot32cdqKI0dWyX9sg3As48Tpu1Jme5paqS9h5p7gwUgVRtcCpbG3bB556Aa9fT+daL9/cCj8hCsz5Ik9GDfo7U1JPU1hXUSg/SmD+qWY0nLC/n2blF7MkdvSLPwHxfQzW+RXJcnpR6LG1IOVD7gUFxWZA1agyE51ySoJ0VhGYUkxnEhxd6XBrPYEkuKkIaxAYUnhfbvEsO1SuWzQvD+lPwc7z8ww8X2LwYGI4pKEwBgxbN/vkywMGRwbMphLME906B2LSC+X5emfyibi7e/K9K2gcc6Lkb59uUYwoeg+ErB5YxxOdsnfdIjKivbJmMaHhszM7pK9XIWzZfY+tixPbAW7T8jTOVcIKd+E3JUchXtaIJlrMi2rXFdU6120LZO9nYdT7FWH/sGYuJJh9zXOloVxR06Sak9AfsnCP9Kiuz+j8GoOIzBwd+EDczex+jLcCCJbkOuf3KB1UtBUKDDv5BiOa6iHkrl5u4q7bZLZiu31suTGrpRIn2ijyhG9lRKV2ynbD1gM7gsw+ibOkkv3wSHds+MMr1SE5dcTjV9+0Wb5swmD+YTctpy87a6BGpq4u4pwMsFpGdTOG/h3HOxtOY3nxwf4txy6+6TsK5aFlKwbLrWxHis/r0n3BRRvmpiR9H1vf87C7kqMXjwb8ea3D+Fdy1F9eAvrbJF0doi3ZdAbumS5jGA6FZhlIrm4wZEhuXVL9GpfqpO/baPv72Ls75EsDMWqt+Vj9RVWW/ylupgQT8bEPUeSv75RIrM0J+bXKd9JufX6PFsXJilfV1y6Nk+aT2V6ul0myWmcWzlK9zdGAwxF7YLCOdzhtRePMHbhp3Sr/4O39Cdb2gQrgOCxHnuela9FBUVxEXr3hfRmLFoHLBZX69SvBMQFxfoTFjd/a5z+Hikh+rMyfjfPNDFiRXefJqyKhStZKuCs2YydF6N28bacqIxiDMs5tKmlOb4nobcgSVlG1xKI4JZFXNAkeckmBejNGhixaN+CSchCEz00cWsBw3sSxRZOCJqpuCgcs/Bm6S2iamZB/Yc2Y5fltDHxTZnexkt5BsdCgqkMZ9vCv5ijcXaSqCKb9/o35jEjhZoc4l9zCaZS0islCmsJqQupC90FCUY2zzTxtzO6vRzFWzLptbomVk9h5WOqlwyGNYU61GP8vISm2Nd8gpMB/YH6IOmtAAAgAElEQVSLSpTo+YoJTkfztecfon0kozTVxXq2TOdETPOFKVSsGI4p+vOJCKZd0KkhPtNIjd5bjVcO6R6Jya2a6PNlzBUP7aesflATzCR/jsUOQUcmhXviMCjcExHx5IsyySy/6oGTMZhUkjQPVC4bhDWN0ZeeY/vn+wRTKXE1ZTiZYBgZYVVjdw2MBIKhjXmgh3Yzdm7VMAYG1e/k6JyKiKZj+nOindQH+wQTmvqzDkYC/uM77FycoLdfvKPB0SGdnTwqVVgTAUaEDEtSmJxoE5U03cMxjfeF+O/d5j85/gMWak30rkPpjvAEVSr5vBNjHQrXHJx1wWblViyax6WNcuX1vaw/bpDWYjJH07w/Zep5Q0TWEdiLHv6a8ZaI3WkJFaXzyR7D2yW8Ax3ij7Xe8X36D7DKv8saef1qX/HZ+dUB/oZi5/GYzgHQiQAR0VB6zWP9MUmXj6alJpNA5YzKdSlJ/D8s47QkeEWPAn+KS4qxq5rGo4mEl/zCJtVrUP+WJ2/G4Z7kKGxZ3P/4TUp3oHRb8N/hZIK/bhCNZVTf1BhdsUANPtgjzWdkrqZ8wcHdsIlX8jz40C2qZ20pbw1IPtLCXnUkvKMgU63U0wSf6JDkFL2HArYfFKuWv2bg+BH5FYMkL8y34qKgngbTmsGU5jc++ix60yPxYeKsIpxI2ThjMZxMCKsCHTA6Fv4Xy2w+YpDzQ3oLKWagSMopg/mEdMcVEa0NpfxQeHIf3qFwT3NozxZ6w8OMZOrortkM64osn4Kp6bZ8OQFdsXHacPC+FdGJ+SnBqQC3KQlhOpehTY1KFJ2DkN4uYO9a1C8n5Fc1cT2B0MBpmpg9CZAu3pETp3/HJpiU1yn8cIfMhs33J9TfUPSf7KEMGTppJyPcF9I+LKf3wj2D+OEu8cCh/rrB2DkTDMR1kAiCvXVK6MThpi8ooUpE6Y5B+zAUrjsYbYvMk0EHCH5p+30x0QM9sq/VSEqpBOlsuxh2Rv6Wg7Y05rUC1kCoyNF8RPPspMAwgeIbHo3rNX73zSe4eW0PztSA9uEU1TPpLyRYbZPmC1P0ZwWZbnoSMGOG8oDJ72+jMnBXbNAS9NP8dJ/2E0PsD+9g9RXRgz28bUV34DLx6Ib4py8WpVS/VqLX+ykMFPTbA1X+fw5W+dcYXPeNDKw3R4ZWZ/T1n9jgSgYoyTio/aFPMA75m454NFcdorGMuCiWIYDyLaieFZZZWNOUb5h0F2Qat/F+ia8LJjUqhcp1aD8Usntc4a7ZVPY12dopoX5ph/4eRVxLiEOL0nXBib9+aT/VN4dEIwOIigSGSQatQwbFO4b03Z4r4k5KbkEwqbFOyWRNIvwUVs9gYUHQzomv8bbB8mJJqJoL6W/kGUwp9K5DWkhpHxTR7Pgf+BI12FcoMyMqKYqfWCfNZ5x54hr/9rUnYTwktw3bp2Hmewbx/lEJtKkZnB5g9xSDz7dRCXTXi2hL0E+PnrqF3TZxGybNY5roYMDOdonU00SJyfbjCSutCu6uQCLbl2tMnVknLggFtrBoMv6Mg7tr0DkWEz7VZeOr8yTFlNwNlyywMM40Jf1pYMLMkNTTQnLZ28ccim2teQxUYFC8aZH4GqetSHJKqMgzGfk1zfRLAezrM1guEo5l+Hcc+jMKnRm4ecGv220TOtbodDjqp94p4BVD+nsUu+9JqFy2iA4FWH1Ff0ZRvmzjzvQxhgrz+2Xylz36s3JyTz1AQ/GWZLHGLQ81M6R4xSFb8TE+0cAIDMrXDbxtg9w5n8kPrXDgD8XyNaxnbJ7R0JN+l3Y03ppN/RMrOHN9Btt5ym+aTFUEMe42TIxiTPkWcuqqRBiFGPNODv+JHeKxRGjHmwW8HekFZsWU+tNr6BsF2HbZbeYZzKWcnFnHDCBNTDbemILTcnKM50KShSG5S7mfYFv4MetntCz9ywbX/xn4X7TWh4AmYmyFv4PB1e7pUXCyojdtUr2e4bQ1cWkEsFw2sXtgDQzqF2Maj8a0j4h0I78Mnf2ZNITrmvorFoV7mmRh+JYn1Fp38HYUTgdyX6hSeC1H9ieCXTbbJtnAIskBBZFK3PmMS5LXlO8mqESx/aEQIzSIKhlj16MRDhyGjRxpJZGpY2IQTIxyUF15d7efm0H/oIo5VAxmNOpWnvxZn5N71zAHBlFJk1s3UblUnBI5zdpnIsJTA+yuInfdo3M0YeeFaXKrJi+9fJRqvYvacGm9J0JNDtl4DMwVocd2DkDalWi8XteTFK1cijkQsfO5546gUplQaksz9qzH5LdtrL6is5Mnv2gTDm3Z7CpyGvrYzKVRHJ2ivyeju1cQSEY+IVrJE0xppp83xNrWNklerwoLzdTkX/GFZjulSbakJ6jnAqwAdCGlsCqaufyZHaKn20LMNTVjv3mP259xcZwUbWf8dx/+Y8KqlPBJ18Z7vojbMMQqFynmj22QzA9FxqIhCgVqaRZlqOBfyBHMSUkXFyG7XsAMFZ2TkdjH9vaFoJGAu2uQ+JKnOvFDE98PGT7cw+obhN+r420bJHkYzCXk1zM2npnl9i+bFJZMjFgxeWgHq2dgnuiAKZm3VXfAsO1CJg/ae9emSPIySLIXPXafiLC7CsOWcJjMhiNjWzjbFnExY2p+l8yCM4+/ib1jsbxZxepLzq656lG5bHDv3x+kdTIhy5SEM58rk+UyPnffG3z2xDmK79/8CW71v3n9zJWlf9ngOjKsfhAxsIIYWn9x9PlPbHBVWkS6USWjfnnIxnszzBC8hjDRqjdFiJtMReycsilcdxi7pHCb0J+VcXhuU+PuSinaeF+EueLhNjWd/Yq570SkT7XxNzPZDEJN40xMflVTPw+5ZZs0p5n9ExMVy0sy84OE9V8bUlw02Pt/G2SOpnTbYPV9NomvMe5rk1+02PdHYmXSNwr46yIl0JbE48VFDe9tYvUVcVGTeprOiZjV39+H0zLe0pR5t1zcdYvU0RirHu4ln8SXKVrhjkgihuMyne1dHSMtp1TecEj7NpU35Xv41zxUCv5dG3dXAm+GdclTza8YuI81GLssG1b5bkJuw6S7Fxqn5AGAVqSnuziXfaK69IJQmt/7gw9LbGAMzlyf7FRXcEeGJrdhkPia9Q+mNHeKVK8qwsMB+RWF0zDp3C+bR+k2/NKTZ+kcBO+iT7Qg4uHGKQEZKKUZbOfJn9nBqIcsf3cBlUF6oYzdMfkfv/ZLjF2G3umA3LJN7/EB2gJ3po+3bZD+q0nc6zmGdY13rIXedWidSrBu+kx/x6J3JKJ01RZb1eM7aEvkLgt/Iq+dupWnfFOunWBvROpqipM9unsVw8sV4p703NRo4Oi9bwf/niUZutMpxckeSQ5mTq/T/uEkqaPJLpbxKkPqr5psDYrYOzb+ioVq2phDRemWnOjjfUOePHKTuKApvugTnhygDTi3vod0f4B2MzZWxkjympd/eAy9EJC7Iic7bcCHnj5HXFS0Pih8N7Zc3H1d6u9dx5/p8fXFE/zxtQdkYPVOlwYy/fY+3gXr7Z7c/rLBtQa0RqI7EGvEjyTQb8vgqpT6nR/5zoYqYN9XYmrnFTsnPaoXTBG4HoTaizaN4yYTr4dY685ok4Cdx2Piogh3E1/TnxMF/C/+589CT7x8w5rC3YWVDzrE10p0543RDamY+p6w1LpzBsH+iL1f67H8UU1+yURXY9aetIhHaeCLnzZwWgZhRW6KNJ8y2M7jP7VNZ8EWXyjQ259SXDTwthXGlgRFBwOXzNFMvArZeET+tk1YlaazuysnpLioSQ4GOHNiTC+saLwdeZ2iihZ4YyVh7LLCDBRqYNKflVDh/ozCaYomy2kpwlMDgoWI/JrG2zGIC5roiS7Zd2o8+M/Pk3kZjRMWwUxKtBCK4X8uoXTZxrZlMFG5aOGviaFdpSKwjioZ4cCmWhwQxhb2NV82XCeDTEro9iGY/FNXYg+ro+DkFI79zhW+9rXHiGqyO3i3PIYzMe7JFmYIndfGqZ816ZyvUXzBJ5hKJal+Q2OEQgMZ1hXOrZwgr77iEexJGG7n6B+JWP1kIj04A9yvVIR6asnJqH3AAAOG49L/a16rUb4OwZ4UI8zwtzOiqZjuPuEAmn5CNJYSx5b0/9YUxasO5lACZ+weBC/URcwba/xVk+ylKlFZs9EqSsB4JSHxNcPtHAf+4+s0np8mdaXSUIk8KBoPyaTTXvS41phCm1KB2Nd9vAMd9PmyJFm1LGpnLaLJhCyXkbQcBrOC3x9OpLzw/7wH9USTdCjZrcbUkKDr0Xh+Gq0hul4iyxSFhfbbvNX/lvWzVJb+DQbXH2difVsGV631v/mR78zy8iz/vGiZOqdDorKEIu//kz7tQ7DnBwG7x8QErk3BI9k7NlOvRDRPyDBh7rsh/T0Zf/D7H8QIDBFz2iKOVakSKsiubCS1qzGDCYPuXoXTBUKDW58vQCrTvtx19y2vZ5IHf6IvJItUbgq7bTJ2zqSxWyC1FeMvC5ZHm5r2/ZGUMQPRX6XbHu6uorPXwL3jMayJhm0wl9C8Twz6AGnLQV8tkpRTunsVgz0aq20SjaVkR3oYdkp3L0TlDCNSVK+IZCHxpaRP8tA9mGDeyWG4opkyIkgqCVpD/P42L/zBe6QcPjnAmRgw9Q0H2jaYmvonVoguVEl8jTah8OkNySGYS/DXZThirbts3BsTnpovoSgoRFS85vLeD1xi46MRWSFF25oDv5/SPpRx/o9OYoaS9i4TRShO9gCYeSEh9TTN45poLCWYlKvS3TIJq4poISQrpmQW5E436D0csPGRWMrZexbFKw72qkMwJb29qCQPjuI1kYEM5kXHl9ngr0ku6GBa4UwMuPvrsP3xIe6aLWE/fiZQyb6J+VqR1IX28ZTefSEqhak9Tdr3xZTvZNR/9R4H/rM3GdY1gzkhPo99KS99O6ByokFppsuVLx8lPDmgekURH5CBi91TlK9Ybz00+OOaCIDzkr8QXS8RHxtQf8UknQppHQYrH6PtDHfbonpJ0OoqUQweGqCeq/LeYzdkyuqH6EyR29YE6wVmTq9jrng8On3vb7vV39b6WStL/4rBFTnJVUYGVoBZ/py79BMbXFMXZr8b0d0HxrYEvaSuZvlDBZSG5ac9egsZyekuuQ1pPlevgNWNyW2YNI9r1s94aEuejtMvCfQwqmTYPUmTispaIIzA8m/EdPcJDbWzX4S67q7C2TVBwXAiI/E1+ak+vf0Jg6bkUw4ORdgtg+Jd6OyHrG9z4Fdu0D78ozQshb1tU/5WHqctKV4oTfVmjBUI7FBPDwmmNLPfURRvW2R+yoGH71G6YRHOxLhjAXYH0e6FoGKF46SoDQ8zEEbbwoOrbH9IUuGNFPTUkOFkircpifUoyG2K7MVqWcz+SxteL9N/MCDzNK4Xky4WaNynKF83wNTc3agRTiTULsJgj6b9jem3JtJRGZyJAXZH4S9JtkLptvz/2E0Tb8lBpfC9N46j+xZeZYjKpdz9mIPOJ3SPR3gNkbPERYjLWrykr1W5+2lQC3JinXzRIJyRmziaj+jPJxhOysT3LfoHY4LQQbccrA0Hs2ey9xcWSXzR3pVPNug+GpDmYOyyoKYAjEKMXvNwm4rBbEpu3SSsauLVPN5tiTI0A8W+x+6RW7eofmwNt6lGXmSBgOrQYObjS+xcFHjl5sOKm+fnpHQsJfgzPcKapn3AIJyKcdZtmm+O0R+4xAUpxZOcoKiCI0P0w23iokz5/TWT1ocChtMJZtcknI2x+or8Sz5mrNGBhRVA+Xs5Khds3CaSCbJsoR2Nback722TaQPtpfD9KoaT0ng0xm4ZLF+eIrM03714/G3c6n/7+pmalv51Blet9a8BzyIGVhBD61dGn//EBlelYfEzEo5SvSabXWFJbFIqAW9bkXmasJGjeiumfX9Ed6/i9udzBDMp+RWDqKIx6iGFh3dY+WhK4msOfDEQD95Z2ZzKt+TnmXdyb520Dv1+j+YDKcGeFKuvCOZjpo5tUbptMOh4mH2D3F2HaD6idFHsXd29gkU/cniV16/vJRpL8dcNnF2DuCqgxCQP/qocYpef/hH/SzP7h3JKWPloJietjsX163sIJjX52oDkXl7wT76o5bWjyUbN4cKyZnBfwO6XZ/GveliBvDb7/w8ov2kSjqcMt3NkQ5PBvpi4KFPS6L9tkj7Qxb4j2rL4WomJ17WYyDNNdaKLfyGHt2HR2S9Ypf5chr1pY1Ui4mJG2MiJrs7TdE9EdA7IICh1NWOPbeA2FYePrMnU8XYBd9GlsGTgrjoQGTRPZTJ1jeQEbDcsMkez748ynPMF7IU+zaMKZ8ti7A2LyW/bnDpxD7Wco/eLHWa/aZCmity0OEcq1+Hq0jTeww2KNy0GL9bZO9UAYPo3F3EmBgwXhOrh7Rgk7+kyeWAHFHgNyY0NFiLcekCS11y/PYO3rdl+dobBvhiVSTlevQYqNLj7wjzFY7v4N0XWYwXy3hZu2Qy6LpmlCQ6HFG7Z/Panvi204VXRUGoDch/dxNq1ePLwLYLVAl5DS/n8SJuk5YCpMRKF4aSERwKsoWbr5yLGXzLZ8/gq/Q/3CGvQn81QewS9ZbcNwk0fXi/z0stHRUt4MGHsGY+F+R3iUkZub5fKdfXTOU693ZL03bG3vSOd238D/PORkbWGGFvh72JwTaB8zZKcRw3RqQFxCbQp08dgUlN/1cAoxCx9WuOuOvgbmvyygbttEhcEGqkzxYHqDrWXbTJbc/OfOIT7Quy++CKjkmLijYzUkwsus+HGPy4w/awEkeTXJE1r8NUpUlfi69x9XVJP4+YjMlskDN6OonygyVqnxMTzNnu/Iv0dI1IiFbghE6v28VRghG9AYVmU9vc+lRHWU8jArQWwJ8AqR2QWDG+XuO+R20y/qCWMt5xhV4b465rJHypaR2Uy2nk0oH8oIvFF+3b7My5hBUEhnTNxNm3qL1nSHyxkNJ6bJvf9ImagKFxzsLuKzUckvKR9WNO/OEZYE3KtNvUIwSOSF3VPyLdHjqyiLS2BMW2L3IaieUJYZjuvTZI+3mblu/OoSGQkKpUsiagmJ8rCHRMrgKmnVzAOC2vPiBR3f9FicDTk9J5lvB1FXMzozyg2PpBy6do8SoP5YpmVj2TozECdLZOb7tE6qnHuSg3Yu29I8V7Gdi9P+U7GlTf2Eq3nKY71STuO9ONuFNhqlBgsxAxrGn8zw3BTwkYOf0OhnJTWyQynKxuv21D4R1rsfnAIhiTTF/5tmSSv3wqrNl4uEzw4AGTKam049I5E/IsXnkYvBBgpRGMp2oCNxRr5FcXtdp3cusngQz28HYP+tk/+noW1axHXErKuTW2sR+uIxthyCSuKzu/vIYlNgn0RbsMg/5JPVIF4NsTsGxJKFCuilbxQiT/Vovn1GSjHBAOH4Zhkvr7TJSJe/bY+3g3rJ9rctNbPaa0/Pvr8jtb6Ea31Qa3157TW4ejrw9GfD47+/s7b+d6dIykzz7VI8orS8zlJAOoqKjczvG1F434JPa6/aFO/lMpGdW5I6Y5cbIPZlKxvce65I+w+IInq7obN5LdtWkcg2BfROxbROC68LXMoU0I1FtI8alC5alD9jWWG4ym1a0OC0wNxPLxYxttRhAMhunpbJt3DMVU/YHCrTON+zfLTFsPxkWm7mBBVJLjGbht453w2n8zwf22d2hUZPKhMkVuxCTsu9nUf67qEh+RXFbe/dAjjn25hfqFG4Z6BXsrTeDRh84wQT7QBnh8x9qpMRc3oR73AhMFsIuSTckbzuGawPxYhq4LWA0K2DSYz+vMJVl9OVXvvWyPJa9yGILH9B3bxbnqYQ9j/0LIkfG0qtFbYHZPusRi7Y9Cfy8gtdOlsFhi7qolvlHC6oH2ZbGeOZESoSkR+VdM9KXax3S/PSm/Rh2AuprBoYm04XPnCcUlIXzNJDg1wNi2chkluQ15LMx/jv+ILKeVKCTNUhHsiWs08tG1ahwzmKy1aBwzyKzI46q2IWDF4qitpZssetdcs7nv0FltnNGrDI7dmkVlA2ya/ZDL3uTuks5LWnr5cpfhKDqtnMPGyYjBhoi1kKFWQqD296WGviFskMyG35EhU346L21DYbZOwllG8bRFManZem8Tb1dgvF9n/9CIqlKojczQkCnfbpHm5TvWKSG66+zP4TINs08NwUqKKpjuSPilTkzvSIimn1C5pxg7tUn/FInmtSv/RAYVyQLk0oHQ3wy6/c8w4ICPFt/PxLljvCoeCyoBUcfPXyjhtTVhV5FfA6sPuCck1qF2QN37nYbHsmAHc/jUDK5ScAzLe2rT8FVM4/66EzSS1mNwdB2vbZv7rbZk6HRqQObJhJr4mKisafzDH5EuKxgmP8rM54jHZLDpHEvQoRFilgKnp/58zpMWUtJJgjGbGevRqOi1NXBEcdunpDeyWycrFKZY/m+Bs2hRmO6gH2vi3Hcq3R4ickvQAwye6NJ6bZvMxYcn5a1JSFJYMGXZsKpxnymSmIqxKEz6/KoQLbzzA6Qqc020Y+HdsevNImRAZ2G1Fms8kqyAQ+sbG92Yxpwfox9qEEwmtZh6VQudoQvffzFJ9ziN6osvan81z+MxdVCh9seIdg37Dx68PCEvisIjzUJ3sMJxMJOouUbjXczSPaxgahFXNsCY/dzgT49+VB4ZWYH10h8qb0usylnJoSzbzsCoEl/FqF3sgcp/JV1PG3rMFgL3iysBoAEtf38dgr+TZhqcG1PY2mXzBIOy5LHwzIrM1jYcSzt1agIKEKUfHBkRl0d0FE5rFP92P4yZkxZRgMsPfysivKHZPyvQ+dTRhLcPsG3hbBoUlA7ur8Gd7eAc6AgxYHlFf6vL71t9QRI92AYgmE3pz0FtIWfzWPrSlYW8fPRZRetNi4tENtKnZOSO5IMU7Bp3zNQF8NlzxXd8dUVVWPXJfqjCzd4ft90iq2mBScfzDN1BA9nKVnBPTnzZIwh+1x9/hvfqzenL7+1pWX2iidk+RWWI0bx/WeM2MzAIzUIQVsUJhaIq3JdrPv+PQ3mfQW5D+hdkVb2Fc0Fg9kUi4nYzKeYdgLsY/0mL5F8r4yyZp38bbMqi/auK0FYOZjPZB2DwDvTlNb1bh3xX4pVGIMUKD4qLw1sZetRl8tk3hlo3qi8o+yWnsPqi+eFLNnknnIDTOThKXUpyWQe66aNHic1WGAweA4nIoLLKODACiLZ/SU5sYoYEKDbQFpp/QW5DhSPdkROdQxmCPpnIdqhdMBqcH4GV4zxZpHTIY1jTerpTK8WyIGSLlypgmt2ZRua5wWpraORPzkSbZik9/N4e/bDH2gosVQPGmRVAz2H0gw3ytyGAm4+YLezECg6nZXYJJyN+ySa6VCCYV2Sd3sfvQuleRZveGx/zRzbdCfMy+SZrLGE6KMNqtDlFaZDzJeMxuMy+boEZ8sCMBtrsrfx6EDrv3S9m4+j65bPO3HNCSuzr74SVh3GklIc+7Lq0rNTY/mJCvBOwed0nHEub27mBt2xQuuXjbBvmzPvGRAQwNvIbCbWnUhSJGVwg1nb0GrZMJcS3B21FkXkaaz0inQrxdzeCRAdEDPQYrBfrbvvDpFvrUX5f2RVTWbD+aoZTYA61dccI4LQO7B+62RdzycJYkz7T17WkyR0sv71iIGcpGUVi08NcMPvfUyyIIf0CyKrafjth5fZKsmBKVMwbzCcPURi3l2PsLi7Sen6K7L8PYct/5jfr/o57bT22FdcXsM9GoiSup4jMvSKJRcRGcB5uoDIrXbdxNi+7BhMGUIpjMBC45VNTOK4pLEuZcWBYrjberWf3FmOqNiPorFq6dMHEuRj/SpnJONq6dxxKK9zKc6b5ITbyUpCgj+eF4RjidoDaEqjoc14wda9DZD+HlCsO6pnJtxCdTmqgEUy8CehTGGyiSHEKxzeQEkjniELCWPAaHIvpToqWLxhPCqsadHEiqUk6mr+6uRqdq1NODsVds1OSQaDom/niLuKgwjAz/lsNgRujF0y9mNE9lFJcz/KveW9GEXkMRlTStJ4cM64rdJ0OGb1ZE0pEYBFMpdl9U/CqVksjsi2K/dNMgqovkYevaOHExG+W9KuwehC/VxOUBEjLjZ9xbHyNzoLc/oX5B3BjViyb5ZZNkqcCwpokmE8yGTf5cDjNSUsomolnMbAhrmqSQEbxZEdO9gsmzsLlVJslBtj/AeKPI1hfnCWZS3E2L3Zem8DZNyjdBDUwJJ57WeEsO7W9Oi0DYFZlLOKbJn/VRmejPdp+I3hLrdg/HRBUNTsbE9y0mPryCOTAwAgNjy6X5eIhzyReb1mjDtvtgXC+w88GQqKKJZmLMvsGw5eGvGyTFFLMv/czuo5JngYbscJ/BdEbqgBEa3P/pqxQuufT2yms8uD/AiOGrX36cbGZIsFqQ6XuiyPYFVC7Y6KkQqxxx5eocSTHj3lf3MfX0CphaTojveP2Mekv/PpfVU6Se8VZZl3jS/BzMCHAwfalKb15kHnu/1oPRE3/sksAjy7c0xeWIsAJmrDE+0cAaQOsDAdaay72ft2gdgf4L49z9pEKfL5PkBbaYu2cTfb5JtOVjJBIpl1+y5O/2drF3LKpXYf70KtpE0ucB92QLu6foHNSEe6SfFBc1G++V5i5aUrHcXYVzvkDlVoaeC4hrCXygSZLXGC2L9gGDrCimdJXBcCcnkMOeQflAk/6sovBaDnMokETv05tksUHhmkN3qczg/oA0EUKAShWdkzEbZwx+66nn6X++TXlRkrrspkV+VZNfVeTPyfSYrk2S0wzrGe6miEDLv71MZmucn9sRZFMsxJbOoQwsCcTJPJnChTXNYCFmMCW/+6/842eovW5InWlqxr/rir3JzggrBh/4zOv056QN4R3okBZksJKNR/TnMjITcDLZEIaQ2ZpoPsLZlbJ7MJ/QOR2ycQbcO56cSJdzDPbGRGUlG3E+wxxKkHRvHlQloiu9LQUAACAASURBVHyyIUExkwmdkxHxZMxgLhEDPDLF1nZGfzZDD4ROolJF/o6EapcuOGT/qMHi1WlxMjgatSdg8lsOg0MRZikiy6dktwt0DmTktkEPTaLpGL8sjg3DSxgcDSnNdNEmUqk4CeGYBPh4rxZIKwnD4wGZm/Hm7x2jezAhnogZ7I/EG/pUk+JdjWmnGKGB/kATvxqQ7o7seOse07U2Vleuh+7BhLuXZsTYH77zgQLATzn96u91vSs2NyPRrD9hkdmawmpGkof2PpPaZZEr+BvC7vI3Nbc/W6B6ccTvqsob1l1QbDzmEizEDKYU/Vfq9I9E7PvXCmeUGmUNhG5rhAbl2xnBpNwEYTUj94UqelS2WQOF1xB8UnK5hN1RDKYVwe/OkOS0bFhNRXShyvBAiN01cDaEApLODjGGiuqbGaXLNt0FGCwk2B1Y/1hEOrDI3bOxvy7p7XPPpAz2xZAqDv5fKXE9ofaGCHeNUKG/XcMcgtPR6IWA7EiP4MuT5K57xEWZvlaf8yi8mhOB8oGA+ovyOv7ehcewjIyt04qxi4rC8V12T4J+f5PeQia0kxUTNRZSvSqbWPWa4u4PFigsQ/ytOkYsvU+voXFm+/i3HZK9Q8y+Sb+Vw9tW1F6VXk7mwL+7/Bitnwtw2orp75o07oPugRQSg9apmO8uHsZfVfROheT+tIRKFaVrNvaqQ25TgqfNlkXlDQdzqPG2Fappw9Ee8ViCihW0bSlzQ0gf6JJOhWBr3JbGSJAsgbrcXDMvxJyYW4cv1VBjIXbHxGzaFK84goEqx0SjMJUj/2pAblPcDFFFHghRVa4/e6BpdXyKt01aRzW5VRO1lKNxSuGs26hRjy2ejDEi8dIafRN32SEKbTpHUnL5iPwVl/BCFZVI+8U8X+Sf/tbXSXdcnvzlN8jfdFCbLnbXYPdUBnaG0bIgNujvS+gtlenNKfIvFLACSbcPVopYPQlxBlherVFYHtnKYoPCXVEZJFPRO79R9dtDjP9dMeM/7fWu2NyimsbbUvgbSi6YjtzQzcPy65mxJrx/wLCmqJ/XpK70Y3oHY1QK4xcSomMDJp83UYnw0koXHBY/7uE15CZJc5phTZPbNBhMGJJNGovYdeMT4Sh/QBGOZezelzEczzCHguEeHIzoTxm4TYPmU0OiiiacikFJbkI0lqKrMbnLObQJu8cN+o8OsI93xGVQFnGyt+wQjmU0HkxBKzYescnds5l63mDjTI7yRZvUVeTvCRN/WIPCakb0qRb2NR/rSoGoIoMEbUovclhXdI4klO8mOG5C+KmWaPjaDsHrNZSG5glN50ZVepovV6mdVyg3Iz3dRW26dPZLnzMYV6jjXVJbEUxponJG85EYp6MxzYy4LMEnblPh33LoPxDQPKFJC6IrBEjaDtl9XbYeFsGy1TcoXbNwN2zUlSKl5YTa8w6DKRkQDcc18WyI0xLNW/WKxDG2zkSEY/L+RFu+kIwDQ96jmqa0mOE4Cf41j3xFfJWpq4nq6VsDnsVfhpvf209UVpReymH15WGXX8skt3bDoTjbYfb+dW7+V464R0Yh0OZQUbk2ulkTqH/NI80JrWU4kRGPJeRXFcn8kKSU4m7YEMnvl7qSPj/1SkzSchi7YBBFIlny1zXZeESSFznS//rNj4AB37x0Uk6QJlhHO0we2oFEtJ5Wx8RumnKyH8/ozWnCcamd/XUZFOmDfQElDEwyC7xNk+rVUcj47Rx+afjTuVl/yie3v4Y2pJRS/5NS6oZS6ppS6r/4C1//30a0oYtKqff8bd/7XbG52U1FXISoCFMvZ4RVQMPsM30yB/rTBsZiDruraY02PLsrGJ7hhGb9cRPnqs/WI5pgTzp68kL9gqbwuXW0KVkIRiIhzeHj3REyWno71j1PekiJMLS8bbnAJRw5Irfo0J/V+Bsa93qOyqkdFr4iYb4/YsZZG86onBHgorGUI7lUprgoEXfetoHTEhnBwp9qdF6mdUlelO3lxZT2sYTh+4TY668rhrMxm2c0vZ4nWPBINu7Mzcif2mU4lWIGULphsfUem2EjR3ShKn2ooYiUvS1F/TzM3rdB6kpMXfM4+G+6xEt5jES4af1DEYODEca5Iq2HIsxA6LrWts1gwiA7V8bbVthdhTmEJK+x7nnoqvSUzKEi23Ux+wZxaEnexM0cM6fXBSTqCCGjcdyieVz6aZmjOfLkIvNfNOnPwtY/G5LkBTJgbDskeaGG+Msi3yksK5JihrG/R3u/wfBaBeNMk9lKi/b7AsZPbOPsyKmexKD+A5vKmU3JHX1EpBDHP3yDzFL4f1rCaSm690osb1bRuw56WjYAd1fh7Si2H01J8xk7743ZegT6hyPiUoa7Oyq9Ed2h2Zfpc27VEk2dpbFbJvc+n4GX0XxqSP77BQrLmu5TAXpoEo/HvOejV8lsmHhZkb/hkF9RmKFisJWn9fIkhdsWTkteW70wMsabmjSX4W5ZhPWU/kJCUtB4ZwsyrKlEJDkIphMGH+qR7hHsVJK8a0m8f5k29E8Qh9NRrfUxxBUF8BHg0Ojjd4B/+bd943fF5hYXZJSf29FsnTYYHggJq4qkaJPZ4O1oqtc0UUUxdi0jmNY4XRkk1M/pt3pDdtfAqgcj+01CZ5/BzvdmSHyY/KGB01bEBWGmmSse+VVhviXzQ2a+D6WljNyGwuqPsgX6irWnHHJb8m7tnpLzdutSnaVPydCiN5+hYkleTz1NWpEMU7sjEo7uPjhyaI3clmbytQH9gzG7x2zcVYe4mFE+2SC/qtl82EBlIsQMqxqvobF3LEo3TbLIpH4p5b/+j/4DRgKzz2i618YkzPqhgM6xWCaLmxaP/PxlzJs+aVGyEDIbNp/IWL48RVzKiIojZFEERqxI/IzpI1sUrzrkFh0RhLYtgr0RlTellI8q8jDpz2ZYAxg+0hONYCrZFflluYy0neG0DcwVj+qb8ppt/WAGpyMsMrSAAPwNRbgvJC5orr+wj+37bbyTLYKBQ3+PnF7cpujuEl+CcjJH039S6LnRep7BvEglrD+rcP32DKzm6Hx/EpXJqd/ZMel+pMfGyhiD6YyxHzoECxGLXziE0mLFi4uCTMpdzlE7Z6AbksMRTMmpyt0WrZ3RsshtGKieSfmGid2R1zp1IVsY5SBMZxgPtuV1mRzibUlJ/an7z6M2XXoLmt37MtRSDrNrogYml754HLurGHy2jUqhfUzIzf6yJae0BwdUH9kktw3Vb+UYO7SLtiUTI5yLyK1b/LP3PkM0lvLA5y6Tn+rDlitsOAPCTR9jzSOpxcTRT0kKkmVv6+Ntfa+/RBsarf8U+B+01hmA1npr9PVPAf9ey3oZsX9O/7jv/67Y3MwQ3KZsNGNXNe6iS+pC47gkKm0/lpKZionXQloHDcbfkBsnrqS0DhkSLrI/pnpNU3guT+Ipaq+bZLb4A80Qdh6QIYRWsHVaDN/dvSOr1+s5tj4bsHtc0T2Y0j0osMXqm6LIz2zZqGrnR6fGtkAPw/EUK5BJpv/ALuG4RKtNf90hmE5Rx3okpZSb5+eIC4rNh32Mnkl/T0Z8IMDbNmm+OcawLmHChUWTuRMb5FcErOjtKDoHM9TAZPVTMf/9C58kLmjWnjRHCB4pt8iUCGKXNT+4dpjsSI/xFy2oh2SOoNLNUPIGxj6zQpLP6D84CgDOZbSfncIcgtsQw7fdlVxRrUTXpQ3ojryaTkfjvVoARLVvBdCfyzAiKF+2iQua/LJi84mM4UxMMBsTzCQY40OKM3IqDasaPTAZu6Swj3VIXehsFDk2u4E2IL+sGMwmOB2IFkIOPbAs5OBMIgDN8SFYmsQH6xM7b0FB0we7RPMRraOa8oM7mOeK2A2L4l0Dt605cXAVraD3mS5xKSOeDXnosRsyFR9T5DYN7C7EE5IyX7wr10/plkHqweHf670FMS3e1fT3ZKR9W8r8Wkh0vUR/NsO76Es05EKXr109RVaPhcRcEjlJWkko3BXUvbetCEYeVGfXpP2+gMFsQmZr0l2XbuAxmNJsvzcmeKEu8iBHgl+s003+5Wvvp3jL4vWvnsR3I9xdQzBSoYHdMiQ4p2WRde13fqNqfhIR749NnB+tv0wbAjgA/KPRv/mmUmoE9/9z2tBo/UUS0V+73hWbm0olRT6sKjaeFNRN5mg6R6WJ7G5aGKmmccJlsBAT5RVGonG3TUp3RZKQv2MTFRRRRWH3Nc0TGn9N8kV7+xPSQoYRK9ymJr8s/apoPpLT10KGcSOPuysTt+pFKUtbhwx6+1NaJwQP3psTtfz4xRi7J75NqyflSW/gYgwN+gsJRqzRtiBvrHKEEcu/CyY1mZ+SVRI53TyxIfSQM22mzqzT25ey/uo0g0cH9PcldA/HEmzcM3CWXOov2hixCGaT+SEqUQw/0GXyhwZPnLpJ6wgUrjmk6z7bTyboXVcEwsWMeDxm8mzKnbsTUI5xr+dIyinOpmSWjn1mhe4+TfeNmnhaDc3J37yCNoUSa4QGWS5j55GU/p5MxMVA+6h4YEGGCkk5pX1Uov3cDZvcsk3+rkX+rE+/52EOFd7JFipR+J/bIL1QJqql2C0Tz4wpHtultJxQumHRm5fp5dYX5yneMXAv+6gU1FKO+nQbuwfZl+ss3Z6QAVPHRWeKzJXwYqcrD8D+Hk3iKm68vJfZX1kkWCoydtFg4jsOZ18/RH5Fcm+L9zIGM5rZr0mvIZhUciJLhcV347+UCa02YefhlNzeLrklm8GUYqrelvIxnxBMZPQXEoZ3itiLHsXKgOFUgnfbpXYlxsglJHm59h/51QsUCwHqeFdQ4pd9ijNdxs9lTB7YYdB1iUsZdkHsdpRjrHpAXE1IX6lC2yY4LRawxu7ooXMwoLjQlol+12DhgTXyS+/85KZ4ewLekYj3xybO/w20IQAXGI5iAX8X+Hdv/fi/un5sAfyu2NwAvB3RkVldEyOG4l1wGiYTr4LbFKS2v5WRW7axQk1QNyguwu7HxSZlxOC2hTwh/SlF85GY3LpF5ZJF9byJSgVuCXKay91wKd3ROC1R/0dlGLsMzYdikmJGuCeieNPEvyfSkOFUghnC0scV/VmFu2WR3SfKc9tOqV4VCcTaL0XU3jAx+ybqXg63qeR0E0uJWrziMPP9hMYrU9LDerHM0r06Vs/AbSjUUg67JTmX/opJ6mgKy7yFPGren2KueuipIeGmz9aHYt745nH8DUVpSXI387dttJMx8VoooTKWZueURe6uQ/lV6RUaAxms5M/lWH51D1Ygp8HCssZum/zg/FFQmtyGXFcz3zNQnjDrMge8DRNv08TbUUycEwzR2DkTu2NQXJJhizZhMJdKqXk9h9sE++sV1FjE8t067i4UZjskUxFv3JmnuVLm3kfA/GBDUsM2LZoPxZTvJoQnB2+hp3Y2SgSTGZ0DoHIpcVlKscI1R8q6s2V5X1omSTGjN6eYfCVjo1fEiBRxQRHUJcOhcyTBiKF1WFG8K1ADlcl1ZEaK3UdjKm/KdWNEQjaxx4YMb5dkMGDCxtUJqUBKIaVbBjP7d8jqMflVcKyUw4fXRqQbk6xvMTw4JHM0P/jWfXR7Ocb+KE84mRCXNMnrVcLf3mXzdh1r3UU7GuN6gXAixdhy8c4W8OsDxj+wRm5T+tHBVIZOpfdnrHmkmYH7lQrD2Zhj5U0Gx951A4W/QhtSSn0BOZF9afTf/Alw3+jzt2hDo/UXSUR/7XpXbG4qk1NNUhCrS+rITbHn2YjOgkF/NuPo/75B436ZeoYlRft4ws4TMcaNPFYfUNA8Kmz/5nEppRa+pHAb4LUyhuNi5k7y0gcrLgnWKM6LCt5pS4zbzoMCgcxN99jzZybjF4fiDDiYkL8rYcS5NUvM/rc03g+K+GsGuT8rMZhU7PuShm2X9kHRMtUuavqHI7z5LpOvpty4N0X3YEJ7v415ss2wrhmOa3JLDioRzZW3LVDK2jnZkMs3FLv3Z/hrMvDIrVoY+3vYd3KUr5oYOzaTr8b4m+LoSKYi4oLGCAzu/jrk1qX/ox5sU7uSiryhC1kuIy4KHiqZjogqclOHVcmjQEHppik+y1rM+kdjcjdcjFjTm89ICpIBG1U0S7+S0j0esftoDErE2P3ZjNIdjd2WyywqZ4RjWkzhqx6GnwhEEtCZwr3jYQwNKpct+MYYUy9r4iMDDu/b4N6nMsw7OaKqyHXcNRt/TSLsdGyQTMngJ7+eMZhLyBzeKquNoWKwELP6AdherqLnAobjmu7+lHA8QeVSevtSkf/kFGOvWfT3JnC6TTIdYjZs2oeheM6luy/D2wb/hwX09JDqVXmwmqEMQhwnofWeiMbZSYqVAd29shHfuDWN1ZeHRH7RplgOBFmeg3THZe3pFGNgSuj3dML+SgNzLBRrWimSCbApPd3iSkbyZon1s9MER4akrmb8NSWxjXtGesqrJdqHxZP7jZce+OndrD+lze1voA39OvBlBKsG8D7gxujzrwK/MZqangHaWuv1H/cz3h2bm5b07pnnxEBv90WWoC0Df0Mz/UPN7d+cwW38v+y9eYyk6X3f93nes966j77PmZ5r59g5dmeWswd3yV0e4mFStE7CjAxDshzYSfxHEDhAkPxlIHYcwEYMJ0FiR5ETJRIsKRRFS6KWXO6Se+/Mzszu3EdP93RPT1dXVXfd9d5P/vg1R7QgiNxwA+wf+wCF2X4H+05V9fv8nt/xPRSxJ1AQtzYiuyxaXGFJTvNgPCa3bDP1Jsy8mpBais4TAd09Bv7k7rS0axDXIna+NqB4RzK53lJKcGyI3Qdvy8DuSbDaPKtY+4yLP64ZO2cKaBSBBqCgdULTX5CTu7sPsnWN/Y82qVyRqWK4X6RrALw/K9I4YVF9zcHZNukupYweiGNSVEoEsFoV0vno9JDK9ZToS21pND/j42yLLV00LlJGXM/jdKC7PyUpJNz7WzHtAwaDKUOMhMsp1kihhybdR8RMOrpZZPuwyeDUiP7xALNvkmkajA6Kq3ptaYfE1QxOjogKGrc6or8o00F3zSFz22U4HxNnBVKRuJo9n1ylck3jZiPMrOivhZMRw+kUXY3oLYoj/GBWlDQKdyG3ZpBMBWLnZ0B0rkKxOiAqpKReSlCT77P5qIl1K8vWHyzg3ncwA8XMYw+whpLZZ7dkwm14MdmibPLWF0Xa2xpA7YpkrU7bIHfXxggMjKGBddsjtZCMqBDh3nUpXTWJqjHJsx2CisJum6TvlXCXRWxUGwgZfamDGWrSF3bIXPVoPwKzX1jFaQt8xPxuhfwNh6mzDwjeKwvXNBT83Gg6oXRLBlb9XobSnRQzlOmq8k0mHmlgnt3B6pm8+4NDuJeyooxz1xOM2dDEqVtsfE5+n8ahPto3UYli62k5tNSUT7rtEk5FpBYkHQdzZGCvfUj0q///ifP/BPgFpdT7wH8L/Mbu9T8BloHbSLn693/SjT4SwS21Fb0FA79ioN0UvyYnXHu/TW8v7Bw0qVwXYnnuvnhUBk2POCeBwxrCgV+4SfGGRaal2XwStLnb6L/mCkVrYBAWBW3vrThUvpkTRdaOwlvsMf3vXDLbAuz1NhVhQaZ1iSNTxeGkonfKx+loHv/KZbQJmaZB9UiT4UzCwbMr+DXFrSuzoKByMyXt2cz+57eY+7YIao72hDzzH79D5ZpojLkNE+/xFk7LJCynwsm0NPHQYvMp6NbzJBlQmy5xVguAdNWhfEMyWzOUrHfuOwb58x5GBHu+usxgPuGJU7fEQzMywNICRekI11FtZsgWfekx+oLBCyua9pUa4VSE7ojj2My/dklKCdlNAQiP5mIM36C/mAqJf9NgpVmlsBYQBhZJ2yFz1ZPMt26gI4OxTz4gmA9JCwm6GtLdD/Nfu4u97uLmA2m0K+hui/8nWqbORoI4hRVSwpI08MOi5t71SZyOJs4o6s/HoqjRtRnUc0QFTaUk8KHUhs2zLt6mDFuyn2yQjoeoRBGMJRSXRe1Xp4qglvDk33mX7KoNb5Uo3EsxRzLkSTyN19hlmlzNYv5ZGeNrTdI3KjLV3lLcujT/EBSeOALXWV2eIN4/onjHILtm4dQtsvdNdo6m9PamOLc9Np/WRLMy9cw+MGjsFOjdk4lFnEsZ7IlRiRzoYTkVl7Ccxm6IqY/9RgHlitF4bsUinQgw73qQKJxNGzOAqT0tshvqQwPWfpjT0h+tv6Q21NZaf0lr/ajW+kmt9aXd61pr/Q+01vt2/+7cT7rvRyO4mYCCsKAoXrGZeVkMZHt7UqKCprCW0nhMHOSjvEw4M3VrdyOA29ZcWJnHa6VUbvmUbigePKW4/6wpJsx3wdsSOpRWEhB6CwbV6wlRHoY9l52DJr0FA/P5Fk53dxI3EhycNiDOC/aqux8u/e4xEWn89APCPxvH2zS5+529OG3xO+jPKQaTBu7YiPOvHqI/JZNBp27zrTcep7cgE15/KiZ+uUY4lmANDeK8xhqIv0N2vsfkD01SG6rvi7ii0zYo3k1pnUx3lXo1ejJgVJVpXn5Nc+/3l3BbJhe/+4iwG9oGlfMWhVUxqTZ92bSBbzM6FNA9HmIkkFpiseds2uSXTUhh56ADsWL70z667TDxmklaiiksG6Kz9qTQ1tL/uoXjxjg7IpKZWzPp74/wVm3uX5kke8th6iWT3OUMs69EXL28IAKYfXEZs7tQuOKgtMAgEleTOBo2MgK63heyc1QCntsyaT2e0j4d4jywMWIYe8cESz5bY7VC/IU2blszXAoJqhoVGAxeGyf/vkvhrmJsoU1vjwgs6IGFNTC4/I+P84u/8gpRQbN9VNofw8O+8FrHd81jFiO6z45o3KvgNYSCNZyRKb+2NP6pIcOZlKCW4m6ZGPc82o+FREWNV1cMj/hkGkLvigopqhJSuOCS2prYk455bs0ku6HIbogrWnZDoS0RsgwmY3LrBnpxRHhkSO9gjPXAYfBsny/88ht4+YA4q5k+tCWBcNGn98okU1+5R/HOh7FTf8qS9GP61X+4RhPSj/HHNOufLRNnRcrI3RZGwdyJB0SHpaEcl2Nmf+DvIs5h+5gmd9FDpdCfcRm90Gf2lZTZHyQyaGjrhwqwxVXBahkhrH9GNNjGv+uSaYmDfPJSTVyPphIGCzFxTnw0Y09Tvi6o9cGcRiWK9c2KqMvu8i+jgrArokJK50gM1/OkMz5hGfibLXk2DMF7dQ/FjL29y17IReSPbDNxPiVdGuFtRQ8NbXIbGn65KXiv2ZjOPoPJA00yDQMVQ/Etj9ZT0W5mt+vu3hIJpeFiTOVGSvuwSDpVroJ7YofiMlh2QvG8i5mJxe1pxaD4yTrFZUCJkUlYFA9PvePgNsQb1rvr0D89wggU3e0c+bsm62/NihnJdPRQkKD6rsVoNibNpLg7mtm/f5vBYsKDJ0UNZey8AYmU7/6EqPtWrsBoKqV8Q6GrEe72Lt84NkiqMdFYJEbPkYJIoQ70sbsK51fqKDslvyZS8d3NAv15cO87BHMR+RUTryF9wrAMvfNjAgaOFNVLJtFkRG/e4vd/7zmym7su9wr0yGLpDyKCqmb4SMDkKwIWL163hNVx16N0C+zFgVCqNjPMPFrHiBV7nrmH3VGU33WwBorg2R6V111GCwILcff2yFz16B0Qox6UJt3MEJb0w0lq5Q0Hf1yj8wnepiI7NqR/3Kf8XY/JahenKaW0cSPPH33nLOrtEmag2H5jisExH70jkv23L83R/VL/Z9+kmo+D2wddlq+xRvKgq/RHAUhRvR4wWoiI8lB/bYa5f2tj92Df7ya0DmfEhPj0ULBmCbS/NsAKNJO/laF1xKI7bzGcTsltBIQlaD0V0TquJNvbEfmfJKNpnEkZTSgyDUV/IWX8Yox338RtmuRXTFJTZM9bT0X05xXZB3Ka6khka5KM6J+FJcmO3G0DtUvFMdczgtm7UyWaDyjeEPPkvX+Q0P9iX8b7TZfetSqbnzBgzaN5wiXeLYcGM4rhD8cZLoUYhQjjeIeta+NYI9h+wScsQPldh2BSglT7EREYqFxVZFctto8qrMkhYRF2jkBvvUhQVuirBYazGrXmMfE2dPelbK7WaJ6R3o01UowO+WTrIsdUPlvHP+Azmo4pvZYhWhpBYBBUNfbhLubFAqQ8ZGm0H9E4LZPc1ICdx2Ma/92SsCYMIbM3zia4DyxGEynJ3hHZWw6Vv3OPuZdS+nMKa9PZZYgMyN6z8O46qIHF1FsxaSlGZRLGfzdLWNGkvz2BskTGPCpofu3J14jmA2pXUkjBn9CkJpRuGVSvJUTFlL1/GBPXIsKiglA8Z9NTPewvCGbOO9TGKoZsPC1y7sXzLp19BqM9If64+OKGEzFBRZH/kzzutkyeO386Te3EFq3/c4GgltJ7ashoLia9kRdF3EgRlRPS90q70lImpbcyItekYPxiSnqqR5zV9Bd2BSLekgzV+kEJw07pLSo2lscwA8XCtxXBTERqa4azCfOn7+PPh8xN7WCOBSSODKR+8eDFD2ezfixW+cFWnJHpYHFF+mr1n/fJbmru/m3Ngf89onRHtMyCksloSrP6cy5RAQaziuz5LFZfYfqaaDXH9iMmm2ctUJDfTNBOytbjktVNfN8mzqa7enHgTwmKf/INmablHoiuXOuoRfbpJt6WSJznHyR0T4QULznSIEZKVRJB8C98ehWzZxJOReTWpWfk1Q1mP3uP3JqCwz20m6IjQ3pJWcXK37DR14QArashYxeFCA9Sek+/rvGrCq++ewqGBtZKBs6VUCl0j0Z473v4R0a0HwupXBBUu5rx8cc1rccSnB6EYzHWlbyY7ngplfcNqtclAyrekYlu/fMR+VWD7KolAgCeDDeclQxbn4nIr4HxW+OobYfauybtY6nUUFoyvEE9R6alKVx16C9ogrkINemTO76Nv1xABQbdeYv8qkFUSPHe93AbJkYoxsLWbY+glnJ7c5ywYOBuP2Q3cfvrGfJrZi6rWgAAIABJREFUGiMC7aZs/90+1bdszE2Xja+Jx+j2MUUamgz2i1zR733zOdCKnUMGVkuUT3aOJwQVWP+cJrdusPobCWZ7F/vlpLgthd/yaKxVCMqKXjOHsSzPTTAd0zkWEeVlOBAVNKruklm3Sc922H5UcHAqham/cY/O65M4fcmGrVtZ3LrFxLspwz0Rk68blN8X4dN9f/MWQU0TlqXPW31f0Thp4H0vL9CkmviDbJ+O6ZwOxJ9iKH3Z/F0RSLj3BXHGUjM+5asG6X8/CVrR6OZJNzPs+7llus+O+N2rj38oe/VjscoPuIQ6JQT5xAXjnsf2o5riuQx3v+JhJFBYS9k+Kg3n1NFUr8d4W1JWWkPBpiVV8d3M3ZfMLM6IzHOUh9x9jZFo8ium0GZsTf6uydI3A+pPa6ZeMaXke0eUOvQf1VCx3L/5qEXlbZvePplm+k9IOVS4YRMW4NaleQp3FXbTpr9HPlNU1Nx+ME6mnaJv5XFaJuWLDu2jMX4NSjcMjFAkm2g71M8KVKK4DJmGTAoLaynml1sM9kUs/KkEIpWCngpgV32h+lKG8Vds2melWZ59O0ucT5l8zZANYUBuXTM45kszvayEOuZKOT9aDLHXpfwZLsQ4E0Mq1zXZexZhJaH0totWMJgUxVkAu21QfN1D5cSWDzel+5zQkLSpWfh/DNjIsFMv8rnnLuLdNxnOaIYzmrQcgxIcYljSlG/LcGLsIqTbLltnoPeYjxEjpXei8P6jBwwWYvJ3LPr3inSfG+FuK+xlj9zeDokD+39LfFKnjmwRHxhirwu0Jq7G7D26Qf6uYMtyk+K0lXkvS5IVhoXZssk/SClet3CaJoO9sdg6LvrSWxuaVN+1SD1JSbIbwi0N9gYYb5bkMwHFZVj/7gJBNaU/LdjJYFI4xFuPGzgNi85XBxiJxp0ZcPX7B8ivib5f/oFkZIVV6C9CXEgYe8skqGryN21yV1xGU5ri+w4T51L6+2KsY10MX3Bu+dezhJ/rsvZrEYf2bZDezGONFDd+uFeMauqZD2ezflyWfrClTQlwUVZ4j/F0QH7FEAxUKtOn9j55WOy+Yv67CVuPm/hVRVCG0kqM3bTJ3RDz3J2jKbnNhO2jCrsrvNXtRzV+2WA4LRg4IcZrVr6YYewdg81PJ4xmYhJXUXvbwhppdk4mVK5pCqtiCmz3DMYuaZyLeaKixhpqnJ40/Ht7xTMgqsmDnrunSLs2O48owumIcCJmMKtRoYE/GRMVROGht18ApMXbBpmlHu1P+vSWhJ61fURh/U6V3B2b+hmT4VzCcDYhe0ls3gaLCaNJhRlq8u+5FJeF/+ltmGydgXK1z+QrJs2nIyqvu2KSc6pPdtXGGoqEdfGyI3i/OcG5BE2PrdOinWZ3DZyepn02JCwJA8H/Yhe7p+g/M6TwbkbI3tsWSSNDUNOk2ZT7zxnk9ncwOyYv3nrk4VQ3u6Eon3OIH+uRrWuqR5rUn5ASsP5USn7ZpHDXwF53KdwFtLQDtn44g90x6S/FFO6YxB2HwWJMMBvSa+RxuorVf5CgfJPm+Umy57NkmjIEUEOT0f86gxGC9k0G9Zx4JgCFOxbDKU35JrSOKbqPxBRWIXvPwmkKZSnKCuvA6cqGLV8VDFzhrhgSuW0NgQh5hgWZ/No90d4bnBrhNE3sriK3JgeK/WZBWi/fymP6csD0llJ685LV9vYI5tAqy2RZHewz+4VVooLG3NdnNC2BEg36nZIIfOY1j33jPbxvF9GbGTpBRrCSvhDxf/Wzrz7k//5sG1VDkv50r4/A+kgEt9SCys2A/pxB5SrYay7FNQFVFlbENdxrCt0ptaBx3CYspySexhrCcFxQ/KNJoW4BbDxjCk0pqyneE+u91IHKVXazPenTKS2Bz7tnk12zaB43GE4q6p9MKNyy2Hw+ofGJlKCaUntP0z74FyyQoKrQCsKvtEknAtwtS4CWLuz91VuUrlkE4wmqb1J72yIaj5h9RVO4bTH52XVmX9YUZnpkHxh0DyT4ywX0tphTV8sDkoxm81nRG0ttsHoGtYtCJm8/GmN3pERKvtFiOJPSXYLCshwCRgQ7zQLbxxRG1yLKKfz9PuY12VTa1HQPSyDO3zNEXrxrMrbQprR/h6UDm4CAmo2GQ1BLibMpg60cg/0RmQtZUGL2rE3EMxMglQltcKlCUkjIvZGlv5hQeKzFcFbjjwPXCiSuYvTyOMbcEPtPy2I+cygifLonwFxTJtVxFkYzMtgZm2+TbaQ42yYqMsjecXA3bNBgXcmTXxQC+mhCBAOiguapM9fZfAqioqjIFG5bOE+3cNriHBbWEkwf0IrMA0t6nEshUSnF27AYPdknd8uhu0e4mkEZ8suWOKENTbr7dkHdoaJ3JMQfS3HaMuii4WIc6jOaTOnvETUXb0t8HACGB0JKtwzSjAw70lwiWn4Nh7jrEFYSovs5bl2cp3ZZEwxt7ANdrKHC25AIHXsyeHvp4hG6S/Ir2FypAVLRjGZi/u/3T5N78CEFnI8ztw+2zAiax10Kq5Kae3VFZ69JVE7YPh1TWBFH8rGLwjDQFg9H6ioVVRFvy6D6vmI0qcitibN4Ziclmg/oLphkmhqnq9l+wUclElDtnvT61IzPaCESkOxeHzMAsycAU5SotKpEUf8EZDdg+EhApqHwtqTU8i+XcVYyBOMxpQsOTkdx/cUDFNZ3jYFDIcITGWx8LSSoaVYvzFJ/wmB0o8xgLhWPhhUpw/L3DFrLFQByKxaVJ+oY+/oPZdin3wjBkGxLJeB/b5zibTF/6S2loDS5/R1qb9gUbwtMIbWh9I4oofRP+GJnFwrntXcywO1oykdbNNfLtHdyrL85S1iT92/3xYZv9vsy2c3dsQlLmt7+hORyCWsgopPxVEjxpoV1WmThvXWb4Ywmv9Clc1ms7QTNDyrWjF8KietZOgdkmp1dFdkmIxKmwGAuZbgYiTJHqGjeL7F9RChSmYZB+OgQlCY4NCI8PKS3URBcWCkhOtPDiOHuv3gEyiFGBOXrIvsevFmjfSwld18x9rbJ1tOJ4AuzGufUDtMvWhx7dBWnI7Q6f1wO0rCWgJLpe29fgnZTKlcALSKo4z+0yd8zGJ0e0l8UM6EwsDAiEQt1WyaNMylO02Lr2RirYdPbk+I2TKyRwsgJjlBP+Xzm1BW8BxYqkex143Mx2jfhfInRjPglGDFMH9oiqEL+jngzqFSMqI0QYk+yUO+KR2/xw5I8+ji4faCVuOxOBg1GczFhGcKi6GORSGDIbhi0HpXAF+c0/n4fbYpKhTXSFO6lNJ8WfqNKpNF9/wUonsuIEOOEIiwqdKIYnR5Kmu+LvlvccTA7JuOXQjJXPQbHfLy6wWgyFXR5KhNSMxSMWOa2+B7055UAJBOBgGAIYyDOC+C0s1d4qaLIIYFK1V2MUDH9uoAyjRjmv5vgdEXkcOmbAYOTI+yeQeWqYjib4P/7ScKhQzQr/qb3PmehfBOjIQbB/hN9lIbiDRM14xNMxgyHLr1FmPrGCt4Dk8FShDXUtM5GZK9m8GtgDYUB4txz6CwZTPxnIVgp9rrL3EuhYMcC+cxxLWL98xp72ROTm2KKziQEM5HgqfamlKt9nK7Gv1YmdTRBNWX8goYfVjBHivbJEG2A0xVmyPqnbYxQVDLCcor5xA7ulklY0owmZcCS2bAp3xA5q9yy/VA/70cE+mA8wbviYdzzIJNSvZbitEzSO3lyj27TWRJjntSC4ZSSHtrpDu7kkOCpHu1HoHzZonAXyjeg38/Q+KrP+1cXGD7dJ7xdxOkYBNMxxRsSbLZPpGhHQ6LYOQr+REL2QJvga23iLCgjfdifdG55ZDcU8cs1qk9uYo4M8veAVLCX1lARllKSOZ+0Z4sTWWJw7Z8dIz7ax+4ZZLdS7KaNVYg49eWrONsiYjk45jP89pQIOAxkvyS5FL3t0tur8Q/4ZJ9uEp7sM9j/4Sjxkuqf7vURWB+J4GYNNEas6R0Q7Fec1Uy9HTGajSldsUTPy0L6O74WyaG3MiJZPS/ZAJpdio6M/ks3hXQelsAMpc+mDai94mLdyBKXEoxQTFuwxed0+5AITs7/vkVQExZB4baF2ZcdNXZB0/n8gKCWonf7Nv1Fmb46Xc3UKwaFxQ6xJ4DYOCuZ5vx3AwZzKYO9sXgXIA16lUBYSciudPHHxVru9t82UXWXaC5g+KUu+VWT9omI6qsOpbddgkMiWli9rJg7volWYF8SNQgz1JS+72EMTJKGwAuub0wy95l72DsWO4eBRAJq+WwdNMz+3duEJc1jX73MnX9SwFt1MH1F/YxL+YK9yzXVOJs2tXMm+XXpg2bvmxiZBDU0se7JARK8UWMwo4hnAlEnroY0Tyj6e8WY2MgkTDy7gdPRhOMi61O6DcXLDnbPgB9Ithrn9K4oppLhyud88UAY05RuweBzfbKbAoy1O9KLjIoJpQsOO4cMvE3JNI0/rjI4GDJcFL5rYUVT/qX7DLsZ3B8U0Lfy2D1F+7GQwayiuBJirmew7ISZvU3ipoge+PsCjL6JPZCA7UwMcVomhVsWcVay+l4zR/paheHeCOtKHm2BMTcUxZsjEWEJNlbGhGZXFKc2QKTUp3wqr2QwRgbJRpZ8eUh7v0m85REs+dTPQu3EFt65LK9dOcCeZ+5RPbCNve4Se9K6GSzIe5v7c4V2U/EAyQc075XJvJ3Hbn4Ikkdo0OlP9/oIrI9EcEsyCreTYHVMEkdI7BvPWNTeNYmzYEyJe5T/yR5xVjK3sMQurikl05ZJanFZU7scYA1E+kgrAb7GniKsaAZzgu7P39OMv2FiRhKEDvybiNbphMGcxt8fsP5pg8QVwcj+HilZhjMpm0+BXs1Rvq4YTWiskZQMSUbTfWFA86Si+6Ag/T1bqDtjp+s8OJth/F2h+xiBDBR2TiTMfr9L/q7Fna9XUbFCz48ghX2n1nGXMzjfF2ULw4tpH5KGvr3siSZaWbHeLBOWNaPphN4e6M/Dnl+7xeHHVlG1AD0/Im1kuP/iAmhxv8qNDwlLmq1r46S25vLr+/HqBjf/1RHc1wv4+wIKK7u9zFlhTFhDKQUL6zGd/VBcTTCf3CHt2iIUerCPMTfE3dECADY0pasWlhtjjhTefVNAqj2b5H+eRBtQvCZCpNsnE7Kfr4tLfQrhQojdNUTTzILOkQRVF15kUonoLsHY/5UVYv6sFt+KkUHxhkVYguDQCK8pB05QFgybu2kTVFLmfv02/d+ehY6NP64JJyP2f3YZZ8PG6cDaZx3ShREzlQ4Pbo6TqZsMZxL2zjU4+tgK7UNC2g86GQHmVjR212DikQbFy87DrHK0EBGVpKQfLYUUbth4DcmsjEjRPxihpwL6j4rennUrS/uQcJTTbEr/XpHhdEr2vom14aLtlOF3JhlOa5SdUv/DRZprZaJCSn8pZvuk6OmZgaJx0iS3YhHnxCg7NzUgPNsj9j6EbErz8UDhgy5tQpIxcHd2y76miERmdoS1kH9dnMaDbY/S3QRrqHB6ULmVMPtKyuYnxCOy8VxE45RL+ab0O+K8xt2yePpvvYs1EDHC7IY8gZ2DEBYV+796izu/5FG4aZFfU5TOuVQvK9xtg+1jAh3JrRl4dUP6SFuK7cdilJbem9OVBz7qucS1CLdhMppIhflwIaXVzZGta/qzogDhbSm8BxZTPzTYfLJInGVXvtsgjQzKFx22f2ceM4DRuPSndMuVTVWBaGlEmhX1jrmxNuXroCoh3qYivwYX1+a4ujJDqTgkaTtMH9oiKkjG49c06YWSfH8dg4l3BF8VVFOaJxReM8WsO2w9mdA97WP3FE5bSkC/plj91ZTU1myeVYyulcmuC7ZOX8ujU4POQemdmfczeF+sk67lGO0JSR1Qh/t4GxYbn1QMZkVzT9spU3tadF6fJD3boXswRqcCkF46uClMkmqAGSgmzmkyaw52X7H+pYTU2c3k1zMUVtXuM6Rxbnnwaw2soZh6q0zC+MUEc2bI9T8/wHBKUbgrvc1MKeD2i0uiFLM/IXdfUXrF4+76OCpWGCGcPLnM3evT3PnOEklJcJFO3RJ7xqEiKqb0Xpmk+0hMaTml9J7N+Eyb2rsm3M0x+ZIlPORW+hC6VBjvw5aL4SQMp0QQMyklaFuCgjWQlkSSgbiQMvGGqMMwO8K969I5mDD1QxF4MPIR2pahU+nRFl5DMu3iyRaZhmKwmSPouuQXOx/SZv245/aBlhFC/Ywhct5KeiN2D5rHRQmjuyS9GxUqzFC8SoMydBdMuvMW7o7C6WjGX5FGd/ugQeVmTFSQh+U7PzwJWoIhgDMQChTA1Zf3U76hdmlaKe0TYjpTvpnibRqEJSk9QVD/vUcipl4xSVyN4Ui5pVIxKC6+71C8I+h+fyxl67RBOLLpHJDJn9OV7MTdgfrnRO3VCEXJNqwkOKsug1kpWwCsRzsUV2WyFsxEVK6nWKvikdk7GLF2eYrWSU0ameQfpJhfaTL1hy6Fiy7DCzWMQsTGag29b0BYVIy/qxlNC5PCObXDYEo+H1qys/rzUioWblui85/XDGc1j33xKsPZhMIFF3NmSGapR1RJ4PHOQ7xa3HFk2neqjxHCTk8ULXK3HILxBPN8gdx9jbdpMFyIOfUb72EOTLbfnSA6PITzJYo3LJwNyQbrL84Jan8jQ1hNaJ6Sg2+wGONs2rgtocHlVyCzLeR6M5BgvHm3hj2QIUrmjktnycS+lCc8MiTKgz8uQSYMLOK8cENVKaR9NOYTv3EBtW1j9wyG8wlXfrAfUkQZeMvCmPSJykLjMgPhgoZleZ7m/+FNVAKNeomdIzLZH0wbhGXN1hnYeTRl/GJK70EBbWm8C/IdDWdS7EKAysVkVy2qVzQ7j4qSsbNt0DkgGnLu+1mM4x10Vp7j3Bq4N0W23Okq2ldqDKflwW618gzmUgp3LNAK/3r5w9msHwe3D7a0gvkXBV3ePJMwmo3J7AhqPHE1xWUDbyvCGhrcf9YiqsWER4ZizVeD0dERvT2C9zJ9+X9GVRNnxySYD6leFq02v2Tg7miaJ9RDnFumoYgziuxWynDCwGxb9BcUjcek+Zw6Gp1NiLNS5mTWbeqfi4TE/gOP1kmZsmVaosvWeE6Q7PtPrJOaUK4MJCO4mzxkN3TPjshecwXm8IhPUo5BCzWpuAz2QBOWNYOtHO19guyvTHapn4WonEqZZ+7SvFKwMjEPntG4/6ZK66hJb0nknTLZEFKF92ae/mJKd6+B3TGxD3YJL1TwWimlOyna1HgNdsszgZKQKrQlG+j1dw+JsvCEJtrOMFop4K1bcL6EEQnOz26bGAOTdD1L4sJibQdtwsmvXiV/V9gD2UZC6dOboDTfvXIYd1vKXe98Fm0IjU0lisKKWPUF1ZT8qoHyEimrm5KJh+MxSUaCS1j+C8e00aJMorPrFoMX+kKT2nWZGi7sWmIpTeIKKb70aoaoFgv05qUMVtfkjd96jKU/Cpg4+4BMXbJ8nU0o3hTTG/NWFnNgkH2g6R/3CR7vE0+F5JctLv35I4ymRAI805DfTf9wSPEOpEWB7ux8ow+GJrdmYvryedNCzLGZB2RuZwQJ8GubZOomTsMSqI8rIPTRVEruW0Wyyw5bZ6C7X3P6i5dJHS08XlsTVhKUBp0YpBnJ6IyeKf6xP/tO/Ti4fdCVepr6Ey6tz/jkVi0KtyyGEwZxTiaJowlN65hLujCC+RHeqk35+x7Zr2xSupNibGSIiin7/tPropHlKzFnjsGu27QPiQbb9vMCA3HakqmllkzlcpvCP+3tj7FGgo1Lcik7R0VnrnjFJqiJgoh9agediuFJ+7CmclUx+3JIdx9Mvx6Db5BpGNS/uUBSi9ipFyGFxgmBrowmNLkL3kO1kZk/tvFWZOrp7ih2nvPpz0vJZZd9nM806R0Jaa+UKdw1cFomo2mhDk1/ap3CsoF3Lsv4OwbrX07ItAR6UrqTkv9mkcolk+7xkOp7SjKtCOyXS3h1zc4jisRR2HMDVCzesO42+BMpaPGK+JHZsbslps1Tr4r/RLYuQSMs/8X39CP9fiOCW5fnUCm8+foj9PcmZEoBjZMW9e0i83uaKEMzXIzF4m9H44/vqt9amq0nE4ZTionDDTI7KdamQ+kmtM5GJBlN4aaNPZD3O5xLiKdlimz0LNzjbUZTCfFqHndbEY1F5J+voxLFeKUnf54HZyWDP6bI3bZx2gZxTuEe6JJtpjx40mNzpyAyS2MJhWuOiEpmNPGBIfndMnhheht1J4dZd0T0YSommI7JNOTvnbbC2bDp7YHsHcGteU6EcmVAZn++KV6r2ZiLF/Yx2huiYmi9OMNoNiasJrgtqV5aJ0S2avCVrihPT4qy7g8vPIIzNUSF0kpxdkyiSiwBtm7hbvOwnfIzLw2k6U/3+gisj0RwU5GifDuhVu1TWE1xusIlVCmsfj0RAGNVU37JI24LyLX7woDOy1MPy8LSDcWFPz6C5WsyTU1/Tsrc0i3pjWgT0p5N5/kRgzlpxIqngqKzZNA84eE9sIj3jwSLtdv36O4RJWBrINLZ+rUKdt3G6chUKiwqmo+6RNWYrcdtsuti72YPxFHeW7WJClKWTr6VohYHoMEf02TrmsZJA38qEZn1MU31pcyu4TREPZfe0MUtBmhXLA/jrJz6Tsdg+fYUgyeHpM90aHwipXzOwWuk2D2DoKhonEkJS+IxGpYUUWTithSDOc1wBirXJUCld/LYA+id8ukeSChfV7hNk+G+kMHemPyayEVFhZTN5xLG3lV0Pj3C3Rbhyck3oX3QYLQoLlzZTQlwmYb0Kq2xEVwuMJqOsW5lKbo+c9Pb5O6KvFF3n2AOB4uJqNWaGncbtlpFzG9sYXcUrcdT0Ip4PELFkDiK4bSmtmcHs+6QfbZBfsUgCK2HxNT+ngQM2D4/Qem6SauTI85q6p+PxHS5tFuellNGE5rhWoHGY1JmW1fybD0XMfUDAz65Q5zXFO5CMrDpPCLBd/PNacJaQlyUMjG/bKHslN6+GH9fwHAxxqsrio83iUoat2nSe7eGd8OluJrS3CwSTUboVADlZibG6cnkHQ3mwCRbl/4zEwHHv3CdUS9DlBcFkdz+Dtk1i2Dbo3ZRZLSmX4shFVrf4nOrdJ8cYUTiBfuhrI8ztw+2jEjI8+k3x4gzCqenUalmsCfGXc7QOia/rP6CaHfFWU3U3pWHyShya2JO7DU1D55W+OOK3H1NlJeSM6gllFYSMnUL5/0s5riP2zCZeTUWB6MMRLld6e2mK7zFnqJ1KqF8RzwJMk0RrIyf6Ikd296IqVdEkkdbAkCNc5rkZA+vKaqzds8gLAkPNn9PaDPqTo7cpnBI24dkWmv4Ii/kbiuaT0UEFahdSSBWxPdypMt5css20dKI7KaivzcmODTCrVsc+MdD/OUCzrZB4kmPRyXQfjIg0zAJK/qhiXP2NSlP45KYKPcWDLaPp2SaitZxmXJqVxRSvE1puNtln/bRmP68iHNabYvmYxp1z6O/KKX4j3qEpBLY0s/sMHYRRgcD+gcjzGt5cvc1uVWL3IZm9d/vpR84DPZHJEsjcmtQWBUGhhHJd9lf0FirGTY2qhgxePdNyhfELR4ljI24FhG8NIbTVrTfH0ObkH8xj85KWa6zCYtzTcJaQn9eY7+XJy4keDddovEIpyMB0hz3SR0oX1PkV6SJjwZ3w6Y/a+B+q0w4FtPbC5ia6VflsKw9Ucdbt8TDoSwVhrPq8qUzl7DXHUihcyyisVYhGosIyynu8TbpYz1ajwpzBGD/dEPkl77j0Tnj09kvunYokWQvvrCJcT/D+5vTqG2BdBw4uUa3mcM/MhJs5y806S8lbB8Wps1gf8jNy3NM/Ikr723qw8imPqZffeD1I5XQ3iIM5hTNU4pcPcWtW6LB31P0F1OsgWI4pcitK6yOiVeXsip1oLScYvc1TsegdFsMQVQCnU/4zL+oaR01CUspw6WIdLesDPMm3pZ8BZmWllKnYaI/tUNQS8nULfozxsNMq7ia4v6ggBlA7S2LsKgYHAgfchUzW4rc9/LUPxXT2wNOR+heYcGgt2cX6lBNGEwb7BzRD93Jq++LdSBAZs0h04TGSYPcimQhyawvzfFrnjhiKQGHxrmUradrjL8rNnt8ckc4qxMJlis9JrurdtH3EOekx4MS1ZLspqaw0BXQ8J4+6dAiNz7EGuzSlS4UKHw/B5YoiIxmEjFbnhtQuiFOVypRZH9RJpvKF1aH/e0y9adTstddvHs2QVUy3ODEkMELfaI8pC/WIFEkbYfBnBxu0VjMaFJgHNZiH9NXHFzcpL8/onY1ZjAvQ4LRlPQkvVWH0aTG252uDx4bMRpTkCjM/X0K1xwevD1NbtVi7PiWeG0Ygm1Udkp4ZEjlKjhuRJxNiQqK/qcGaFMmmCqRIIZG6F73FaULDhsvJEy+E1G/PIE/laADg+zEgHQiIJgPeXltP3FOen9O06J6wcTKxhihTJnVewWxmbQ05Xcdbt6YIb+maJ5J8W7I9PdHNMKkkNDzXeJSgj90MKZ8knzC2ouLKN8kf96jeN2ic3EMbWh6ByOioobYwJvts/l8QvWi+RBU/DMtDVqnP9Xro7A+EsEttaE3bxDWEsFYDRT3PyWE9/682KtNvMOu6gSYgfTT0PLz2HsBm59MqZ+FmVd9OvuNh4bEemix/rwhYNrvJVTPWeISHihG45JZFVY1O8/5DCd3+aYvV/A2DXL3JShkN0Xosflln6AqfbP+5/rEGYXVkpPUDORztD/pU7zsULwNvQMxzU8kIjp5XxPt9YWlEEtA0ybEx8Tg2PQlI/OnYgZPDklcGB7xMUOwVjP4E+IglV2xcbZNgvGE8g15YHsLBuRjgstl/H0BOpuQ+0Ge0UKE+cQOZiA9uNGEGPA4DYvhTMpwSuF8q0y1MiC5nRcbwe+XOPi1m5gj6QnGnqgjp47wUfNrGufResAPAAAauklEQVS1As1PJJh9wfg9aJXwTw3JL3YIqloI34nCr8kG9TaltHffy5LuQj2Mz7Ywi6EYUU+KJ4DZMRk/L3xSrhUYLYasvbyAWRAxSbsrdLHyrj95nNXEtQivJYrN6kGG0WxC9p6F35GBTaYpB1nr4gTdQzGTrxqCqTM0SVt6aUFgi4/oTIpezeFtWJTuxuTua7IPNJ1DULgtPdM4C9V3Lda+LoBsZ9sgs2EzWi+gWg74BnFskLoCB9IGdA5IGZndMLC7iqCSUrmqMAKRvncbFu2jMZm6sDPaj0Y0zySk4yFu3SI+VyF3V0RDk6ZL5ZK0DA4eWSf2BLSuEiljCzdtklkfrJTkcomx6Q47T4ZUr3xIpeKHzFBQSplKqQtKqW//pev/UinV/7GfXaXU7ymlbiul3lJK7flJ9/5IBDdtSOJSO2/i1xS1ywnla/Ig83iHmVcFJ5ZkNG4b3K4m+0A29mhKs/zLJt6GRWHZEBHLB5qokmD3NIVbQpkBqJ+WRrTVVxTuQv6+GLN4rYTsex7V6wne1i5AuCClXFBN8RpSuqb1DLUrwt9TVwoENY211BcqzKkRhXspmSueZICdFO++Re28SVAR4UFrNcPomJjGbD+qKaxAXM/S/ERCeqrH2DkTwzc48N90SDL6IRzD3VFktgTrFJZl2udMDAkLip1nfdwdjQ5kOqd9E6NrMfpUD2fLIoosomLC5mdidDUiqMn9tAHR8T7bz/v4r4yRZCSL6ByJubI5TX8xxT69g9PVdI+HbJ+JUFnJSHtLCaUrkq5mNxRJIyME+fUienGEVlC+bOxi8wS6U74hB4d1JY+KFcMLNdJGBnNgQCpBo3ZJkV8PMH1hbhhdi9FcRDK06BxMKK4Izq7xTCxT1k2Rbm9+fYjVV6QT0psc7o0oXnYIDw8ZTss0u3QTzHJId6/BaDohf95j37+LSX6uTdrIyO80kWcxLKWsfVkzmJVKwQgBDfGnO8SP99g+E0nGdEsCXulOyvg5hXY05tDANEXvrr8oD15mqcfMDzVRQZSGVaIYTUgGHRXFnwIlE9F01kdFwozJ3M4QZzX+REL5ToIxFogPw+MxhasOty7Noy1RQM7fk6HBcEo8MiZfFt234etjoDTFv7f2l7fd/8fN+qH33P4hcO3HLyilTgN/Gbvy68CO1no/8M+Bf/qTbvxTBTel1IpS6n2l1EWl1Lnda1Wl1ItKqVu7f1Z2ryul1P+wG2HfU0o99pPurw0wR9A5IJnY/RegtxemXw/gfIntQybelpgshwXYfFbSXqcrgap0xSJ3XzwFBvNagJo3LYr3Ynr7YybfFqBscriPVtLsHk6Jz4FXN+guCBh1OGYwGpfmeZLRBBWFESv6swapCV7doHlcAMOpo4kKmvyf5sW45oLH9lFFZltUXwcT4iHZPqQxQ3nwElcArn5VjIN3nvWxJocYQwP1XoHWCU12w+DaPxpj8mCD3LJgvgYn5eGPsxqlERnrsW16hyP5d08mmF2LxBUCdVpICFoeUSEljkzcsRHZ2w50BUNlhIiCxp0c1ZcyOF0tsuJl8YoNNnIiiFnPs3MYMqsOudsOzkpGgq6b4vxcg6SUULkVPfw5uya0r+yGIrMjLIepNyUrDT7fld5qThPMhhKIbREnXfi2EvmnRcXy3xN7w+yGSX7VwOxaFMcG2F2DxuOw54/7KFvMobuPhlgDRXozT1jWWBsuUy+ZeKs2YQmcq1m8uqJ8XdF8IqHwapbRTEymYcKndrj765puM4fO7Pqq7u2RuilqxodIDoDhjLzH1AHzlRL6Vh7lm4zO9uktSatk57Bi7Pv32PNNgfQkV4oUblu400Pmz9wnulpkVDN45ouXAHkWRgsRlatCqE97NpiaOKtQmy7OhMiJAyT5VCBQn01Jdyl1Zi7CbUtbQxuiR9c6E5Oe7Yh50JQv+LpqwnAhxruRYfWVxZ9mq/+Ejao/1GmpUmoO+BLwr3/smgn8M8SJ/sfXV4Hf3v3v3wdeUEr9tbX2B8ncPq21PrnrBA3wXwLf01ofAL63+zPAF4ADu6/fBP6nn3TjTDMms63xDrWZ/V6b+e9Io339eQd/LGX80xv0vtAnLEnwcJqCPxpOK/LrkmFFOYWRQH5VpF78cc36NyJUZBCUpLS17YRcPWI4m5A6miSjsHsay5em+2DX8tWvKgorBvpMh4XvBPQXUwZzQrIvrEjPJtNQTL4JgxlF7UqCNdAUVuV9tI+lxFnxX3W3pWcX5URk80fZl8rFwiHdzkiJEslUt78/wn1gMfiuuDxNvpNSei3DaDomtw7pwoioJD0XuxAwmBeieGZfV4jYIwEUOy35jkovebivFxjujTDHArp7DcxQE5+roBKBGLSf8SmsynPyI/mi1NGYhUgoZvfEe1WloCcDFr8FybfGsHIROwdtzJ5J99w4w9kEpy1E784+A39Ms33YIDwwYtD26J0MKNwVWIQRgffAwpgfcO8LggMzIhlqxOWYqCCGMIW7iol/nuGf/sr/QZJN2Xi2QOaOS27FInvHYbg/pHwdxi6Jnl5vwUCf6OFPi4G2P67p7YHqRZM4B5VLJkElJUkNnFse5YsOVtvC6WhG9/M4Oyb2tay8t92JfaahGMwnREUIJ2LBPW55pF7K6JBPWEu49l/Ms/KNXSHVK8KDTW/mWdmsEWc1g8/3eeX7x9GFmKCmGXvdovlUROdOhfyyBZHapR4aWO8WcJcz7P/MMtlVi/KjTay2mAaNZmLYyNB8KiKaC4gPDXG6wlVVb5dofSKGpktQFd/a7D0Lf1wAwR/K+ukztzGl1Lkfe/3mX3G3f4EEsR+Phv8J8K2/wpN0FliTt6BjoAPU/rq3+rOUpT8eSX8b+Pkfu/5vd6243gTKSqnpv+5GQdWis18x9j/muPfFMhtfD6XEawh2J/1XE5gXCmQ3NaU7IdkNgUoE1ZTGmZTcA6FbBWXFzqmYwVzKzKsx3PeoXVTsHNECkr1YonHCYfJNJSesCzvHhZeJYrcE1Cz+zipmoImvFdk6laFw18D0hU/afCZi7vsBvf0J9bPCHQTIP0jYfjQlqAno14hgNCuadIkrJ//EO1C8I9Nhte1gxIrSNYvW6QSthD6T2bDxNgWNP5pUNE4ZtI+JJJI/rnCuZTH7JsOFGL2aI80mzLwaE94sMpgT/NRwJhWmxMDArymRAL9mo+97Um6r3SBmCAE/Hdh0Dogibn4VvDUbnU+Y+x0b93ib5pkEs2UT5WWCufrzEH2hTZoq+qdHuDuK9FAf7WiCqYjNF2JGMwnWSA4aLxtCpHDvuuwcTXe14TSlp+qUCyMqcx0KVx3sHmTPZSm/bxNWE7pLKd0DKc2jHv/V//ZrmOWQ8BM9osNDorxksc6Gzc4R2Hw+lpIwgGglT+28Sf9wKH4FNmyfSAiqkh2ZoSK8WRQJ91RUmXt7EcWONc1obyiTb08GL0FNMskoL5jHmT8Tx6zqBRNlarz7lvh47NiY4z7tAwbZDUVYFfCxroXYbxQw9/UZm+jCngHaEj04uyvqM1OvCnhaJVLFRHnN+1cWGB4Iad2sEZcSglvFhzaAdtOm8rqIQIymY9KMFgXhFNyWQVSNyS11SG2YfFOMoH/2pdFJ8lO9gKbW+vSPvf6XH7+TUurLwJbW+vyPXZsBfgn4l3/FP/5XZWl/bf370wY3Dfy5Uur8j0XgyR9F190/J3avP4ywu2t999p/+E6V+s0fRXXdHlC6rWmccEBD7o0sxbs+zmebhOUUv2zKpLGoWPmKRfuYNHsrV0VuqH3AQKXS/M/ftjFDxdZjNkt/OKT9CMy9lJLdVPiTCbkHKbGrCCYkWyxds8g0FOFkRPWyQluKrc8t0HoifojXMmKYelOyjvI5h61TGbJrJtZQMGStoya9WelBFe+A1bAJywJtiPKaTEuMeJsnofVYSmEF0oKQyntLKYWbApHovVsTj4FWSueMT5zVTJyTQy3NpIwWQ/TxHnMvx1QumZKptS3qp23MfX0hnE+LasfOEfD+3/bOLDau87rjv+8usy8cDilREmmKNLVQliXLVq2ozuKkkeMEbYIGTtAgQPPQlyJF0aJ9MgoU6FuLAm1f+tAsRVqgaNCiDWykaWzXlpN4kSxLshTJEkVKlkSKorjOvt3l68O5VmRB0WKPPEPi/oGLuXN5MffPWc4931n+Z7xAz3kPs6Upj4kn40WguFWTnNW01ruUhyFxyRL5oqEWzQMl3KQmfTrClW86OG/n6HlX/jcv5xBbVNjpJt5bOfyGSTzRQu0tMvg9GyI+kQVLDFXBQI1X0PuL8FYWs2SRmJMlreEq1NYK7n+sY2kiT70pWc/yqGRKG3nITEhnhlVTVIdEw8+rWTgti019BdKXxINuDTiiYVaypNMD8FIe5WExHmZF3ieV8Og9rakM+5gPVkheVnhRRWFvCz/pEV2WIl4vokifjuBFNU5WbhaRXQUaffI51NdrZp9ysaqKwnaNXoqy/ohDz8OL5N9ReItRnB01irsccpuKmDMxogmH9IyPcSxN+WgfTiHG0uPiATYHHNIXDRq9Bs7uCiNPvUd5i0dsSer9VM0kUjAwM63rsVKA6JLCSUqZk1k1yR81yB81GXhVxkGaJQv9eo7GUIvF362RvNKmxvn2JRSeAL6slLoI/BCZMn8aGAOmguMJpdRUcP4MMASglLKALLB8uwvcrXF7Qmv9KLLk/COl1Kdvc+5dWVit9Xfet+oRO0FlSJGaES20SElz/g8V5g972fCG1FH5tkj6gMhDVzeJRxabl9qozLRLz6Q02lsV6TG88MdSn3b5Kz5mHQZ+oaitM3BSUnW/skOu5UXBWpJKcicJi/td0mdtSqM+lf016us00wcimI4kG3rPOtQHfGnz2ihDi+vrIXvOZPlhTd8JjXLB6fGkFCSr+Y2vn+SBF12svjqF7ZrMqQhWTfT4y2MupVGFM9rAqhrU8wbrXoqgTU1x1GT96zI7In0mAqfSLO60peh2vIWXFJVgfSZFK+/RMyHvtuGC92aO8qBJI6cg5st72JQ4WCOvyJ60cYcb1Lc1UQ0Tc9lCH8/i5DyZ3Vq2qW9yKTzk4iU9+l63pfTiUIraoCtlFRMZGuczzO+NYs/bJGegMurJjeF4Gg5nJVboIx4ygRbb6TQrB+rErxk0luKYDZnNWtzTojHgUnlAhDdbvTLWzk1oklMR8i/FmJ7PUd2oyJ6D5GTk+rQuVbXk88+2sMuKxMYKbKqLrFXJYuGxIM73bppWDzSfKJM5GUE1pTaQw1niSz79X5whOW1gFw3qQw7GyzmMwRpu1sMuK7InItQHXfLviFR7YcxmYbaHhf0ePe8auA2L9Fmb1ut54uMFWtNJFh5VsLdIq8fHSDlkToknlXnXlvq4osZdjHN6clBigAaYaYf0lEkz78GVONURKZKuDHtURl28J6S312xCM6dY3u1THpaqg8ScdH4oS2OcS1L8nTaM9gPaJXmktX5Waz2otd4M/B7witY6p7Ue0FpvDo7XggQCwPPAt4L9Z4LzP7rnprWeDR7ngR8BjwPX3l9uBo/zwenXLWyAQWD2tq+vxHjNfdpn4y9c6usUxmyMxd2K+ccMaZGalUTBpoO/muptVaU1xWzC1f0Wc5+RIbapaalZG/tbB9+G/GGbwt4WlUEDZ3+Z8qhPdlIEMBd+0yU9LSUSTkq8v9xRi8wlj4FDwJU47lidxKz0MKKg+u2izB+YUkQXTNy4Iroiy8/oksHSLpFlis5bxJdFxeTE9x5m+rds8s9LH6XhBnMj0hpsSWBk3oijLU15RFMakSHM5QddfEtkpWsbfPRDZdhXZOmLdaJXAg/Jkyp4kBYzkDhRbZNH4ppPcat4YmZDkTurqfeq69ngxMk42pXMneHIvNbUeYvlh33iMzbRfJ38UenTra+XYurSVpev7DuGGXOvDyRGgzfYwE0oUu+ZFB5yqQ252FVRhNVDdfm/ky5OVlqtYicS1HY06H/TJL9vjkhJk5iKkJ4UJY3MlIHRMKhvEO22+DXJlGbeEJ2zWNGnvl6KkJPTUnLijDZQl+Ii8tmwSb2ZILqsSF2UWq/sGYvUtNzQep5PEilpdNynsrcuIxpHDGZXsjzytVMM/V8T1ZQYpT+TILJkYpehvK+OVTQpjEP6iic9xMdt0ucsVh7xMIqWzEjNaSoXsvQdV9hbSninM2Bq8i/FqA9o0n1V6gNSo9fIKxLTJskpacerr/fR12JSjJzyiI6WiM/YJK5qIgUDq2TiTGaILhnEdhYob3VR2ZZMAMu2qG7yWf5Uk76DEXZ+dhL7SPpufuq3twOA9vVdbfcB3wfygSf3Z/wqxv9rcUfjppRKKqXS7+8DTwGn+KAl/RbwXLD/PPD7Qdb0E0DxFsHBD8CLATvLpCct5vfY2GWpYxs86JK4KvNEy5slWFtbZ9Dol2Zvw4XKtpbEmmzo+aV4Fku7pa3ovWcy1Dd6KBdSZyKUH3SJHUzjp11Ssx5eDIyEy9KXa5T2ivqu4YDhQTNjsLLNoP+4pu8nMRLz/vWhI0sXc9Q2apq9isaAS/Ehl9Kulkypr0H/MWnYtmpQGJPAdKNPEZ9XVL9ehP4mqVmJAW16tYVRMTFHKhS3e7TyYgydlBif/DGTxS80QIkqiT6Xwvx5Fq8UIboMrfUuG3fNsXApR/asLBMfeNFDeRC/anLtiaAncU+dSEmWxpXN0n9aGZY4W/6wjbalNCW6IIW4mUlptm4ux1n+VJPMeaiOOMTnNfnjJq/+4HHsCclGqvUNvL1lohMyNj362UU2PycdCYXdDomrCq9m4fY7sBCl74h87ewy9LwZZWGfR+V/BygPK+pbmxJ78sE4sET8mohPlra6FLdK10Bxh0fva1HqvQbRFYPqiEtpTEuL1GEZx6ejPtZUnNpGTXlU3o/WcFOGZStwt9RYGZdSj3R/hd5XYnhxySQ3ryU4dGkzl5+KkrpoUtgmfbNOSlMfkKWob2uiS4r5Z+oMf/UCzTw081oSHbMGmJLg8OM+i49qnMmMFJufNVneiei9/TyH0+NhPblE5QEfNyE3O3vvCrFFg8ykQeGRFompCPl/TVLf4KINucFElxVWVbyzRLSFWTHQxQh9b9hYl2PQ36T3tSgL+z1OvrblejnUR4LWbfPcPviy+lWt9W/f4njqhv2G1vprWusxrfXjWusLd3rdu/Hc1gOvKaVOAG8B/6O1/inw18ABpdQkcCB4DvAT4AIwBXwX+PadLmDVNRu+G8VsyEg+w4XEVUUza1J4tCXyMnVFbF4kx/uPibyN4UDvEZt1RyA1rTCbmsScYvRHTQrbJCibmTApbJcOBGzNhp8tgVbMP2rRzPn4DQs1lSRxRtLsvi1TuHrON0Q+55M+9T6DyqBB9aEm0RVpBWKkSn1j8I1R4hkNvNnETUBp2MBPeOQmpSXHbIin2cxpqu9lMWZjNNMG6Ytw5TNR7LLCv5AS76JgwniZ7CR44xWKW8Cv2HhRzcrn6/Sd1JT3NIhdtShtd8kdtZiZy5E+b1Hc7hF5McPcPptIWZIj+aMGtSEX7Um9VqRgwOYqTtpH21KUW9imwZBWtsieFeo767hJqI03yR81iU/EWNmhGXzBoLgNClulLs1NyI+dK3Eahdh1pYzaG31c/oLU5cVmbNwEDLxs0fN2hOiyeMtuUlPc5lMa05KhrGn8bRV6Donoo1VVNA/lyV7w4ckV0UcbqRJdhticiXJlmWuXkLmjywatnKi3RAqK6Jz0/3pDDbSlKe1ukf9ZFOUomRZ/OU6rz6XR5+MfylFfp/AimsquJnbRwDyTwregvKPF7r3nr8e6nMEmG16H3q3LOCnQl5Jc/ZcRrMdWgtIRuWlqUyad2QUT5UoDf6Qg09r8qCSIymMu2XctvFfyktAareP0+JQWk3hRCYEYZdGOm/mqS+8JEVgtj4mBdsZrNHOKuffyJGYN0lMm1U2SdfUdk2aPQsVdabXb2RZZkHtJKHQc6g7L1o+HhFJlYKLTPO4SfcBip0ncBVYLT1g9XFcLT7g112Gtdf+HfUGl1E+D170bLGqtn/6w12oHusW4vX1D/VxXY7VwXS08YfVwXS08YXVxvV/oivarECFChGg3QuMWIkSINYluMW7fufMpXYPVwnW18ITVw3W18ITVxfW+oCtibiFChAjRbnSL5xYiRIgQbUXHjZtS6mml1EQgkXTHquP7zOWflVLzSqlTNxxrm7RTm7kOKaUOKqXOKKVOK6X+pBv5KqViSqm3lFInAp5/FRwfCUQHJwMRwkhw/J5FCdvM9wPiiV3M877KkK0FdNS4BdpN/4j0rO4AvqGU2tFBSj8Abq7NaZu0U5vhAn+utR4HPoH0/O7oQr5N4HNa693AI8DTQefK3wB/H/BcQcQI4UOIErYZN4snditPuI8yZGsCWuuObcB+4IUbnj8LPNthTpuBUzc8nwA2BPsbgIlg/5+Ab9zqvA7xfg7pFOlavkACOAbsQwpMrZu/B8ALwP5g3wrOUx8Tv0HEKHwO+DEiAtF1PINrXgT6bjrWtZ99J7ZOL0vvSh6pw/hI0k4fB4Il0R7gMF3IN1jqvYOIK7wEnAcKWkQHb+Zyz6KEbcTN4on5LuUJ90GGbK3B6vD171mArovQFdyVUingv4A/1VqX1K9XXu4YX621BzyilOpBVGXGb8OlIzzVDeKJSqkn74JLpz//J7TWs0qpdcBLSqmztzm301w7gk57bvcsj9QBtE3aqd1QStmIYfs3rfV/B4e7lq/WugC8isQIe5SIDt7M5Z5FCduEW4kn/kMX8gTuvwzZWkCnjdsRYEuQkYogonXPd5jTzWibtFM7ocRF+z5wRmv9d93KVynVH3hsKKXiwOeRgP1BRHTwVjzvSZSwHdC3Fk/8ZrfxhI9HhmxNoNNBP+BLwDkkDvMXHeby78BVwEHudn+AxFFeBiaDx97gXIVkes8DvwT2fsxcP4ksLU4C7wTbl7qNL7ALOB7wPAX8ZXB8FJHQmgL+E4gGx2PB86ng76Md+B48Cfy4W3kGnE4E2+n3fzfd9tl3egs7FEKECLEm0ellaYgQIULcF4TGLUSIEGsSoXELESLEmkRo3EKECLEmERq3ECFCrEmExi1EiBBrEqFxCxEixJpEaNxChAixJvH/1+OkZn5Mai0AAAAASUVORK5CYII=\n", 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\n", "text/plain": [ "
" ] @@ -133,23 +280,53 @@ "needs_background": "light" }, "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[517 493 515 ... 505 544 551]\n", + " [467 532 523 ... 512 529 560]\n", + " [502 476 531 ... 534 503 540]\n", + " ...\n", + " [496 540 525 ... 503 523 540]\n", + " [486 500 517 ... 528 516 498]\n", + " [506 498 498 ... 522 479 494]]\n" + ] } ], "source": [ - "\n", + "img=np.load(r'C:\\Users\\hoodl\\Desktop\\img.npy')\n", "bcg=np.load(r'C:\\Users\\hoodl\\Desktop\\bcg.npy')\n", "\n", + "plt.imshow(img)\n", + "plt.colorbar()\n", + "plt.show()\n", + "\n", "plt.imshow(bcg)\n", "plt.colorbar()\n", - "plt.show()\n" + "plt.show()\n", + "print(bcg)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n", + "1\n" + ] + } + ], + "source": [ + "for i in range(2):\n", + " print(i)" + ] } ], "metadata": { diff --git a/.ipynb_checkpoints/andor_background_calculations-checkpoint.ipynb b/.ipynb_checkpoints/andor_background_calculations-checkpoint.ipynb new file mode 100644 index 0000000..f279537 --- /dev/null +++ b/.ipynb_checkpoints/andor_background_calculations-checkpoint.ipynb @@ -0,0 +1,333 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from PIL import Image" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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CxoUFFQtenpO5XA7Hjx9HMpnE7OwsBgYGYLPZEAqFcOrUKUSjUSilsLCwAKfTiVwuh5MnT/5kBcPWQt9HvcjEPxHRB9/B8TIxNE2zSri+iet2u5FMJuV3npCpVAqapsHhcEDTNDle13VZaPF4HK1WC0SE0dFRKKUQDAZlECqVimj2cDgMIsLIyAjcbrcIHdZ8fB2egEopnD17Fg888ABsNhtsNpvclye23W7H4cOHsbS0BNM0YbfbYZomRkZG4HK5ZFLzZHK5XPIc5XJZ+iIYDEIpJRqfn2FlZQX5fF7eu16vi5XB/cSfkydPYseOHbJINE2Txb5z5044HA54PB5ZuH6/Hy6Xq8/qGR0dRavVwsmTJ+U3/jidTkxNTUHXddx///0wDAPj4+PI5XLQNA3ZbBaLi4uyoGKxGPx+PwKBANLptFhBLEgSiYQsCpvNBrvdjj179shicblcYp0NDw9D0zTs2bNH+iKVSskzsiVJW9agw+FANpvFzp07MT4+jkqlIopA13WUSiXp91KphGQyiYmJCcRiMRQKBdjtdhFGq6urooBKpZL0Kc/HSqWCHTt2IBgMgohQrVZRLpdhmiZ0XYeu66hUKjJe+XweyWQSR48ehcfjgcvlQrPZRCQSEcHn9/uRy+Xg8/nQbDYxOjqKwcFBuFwueL1ehMNhdLvd79ti+JHwGAD8AYAagDKAx97JOd1ulxKJBG1ubpLT6SQiEt/5ySefJCKiy5cv0ze+8Q36zne+Q0op2tzcJIfDQV//+tcJANntdspmswSAlpaWqFQqiU+3ublJf//3f0/pdJr+7u/+jgBQMBikzc1NstlspGkahcNh0nWdXnzxRUqlUhQOh+ny5csCek5NTdHm5iY9/fTTVKvVaHNzk5rNJrndbvrLv/xL+ou/+AsKh8O0ublJY2NjBIA8Hg+trKzQxsYGPffcc+T3+0kpReFwmOx2Oz3xxBPU7XbpqaeeIk3TSNM0mp2dpUKhQC6Xi4iI/umf/qkPHzAMg5555hnSNI2uXLlCjUaDnnzySbpy5QpNT09Tq9WiJ554gkzTFN+8UqlQNBqleDxOn/70p+mLX/wiuVwueZ6NjQ06cOAAPfvss7SxsUHT09O0sLBAV65coVgsJn78K6+8QhsbGxQIBKhardJv//ZvU6lUokqlQt1ulwzDoDfeeENAzE9+8pOklKLHH3+cnnrqKQGXP/e5zwl+8e1vf5tef/11unLlCj3zzDP06quvklKKPv/5z1M6naZnn+0lSTLWUq1W6dlnn6WPf/zj5HA4qNls0pUrV+if//mf6Ytf/CJtbm7Sn//5n1O73aZyuUymadL4+DhpmkaXL1+mp556ipRS9PLLL1MulyOn00l2u50ef/xxevrpp6ndbtPVq1fpscceo6997Ws0MDBAL730EsXjcbp27Rp95StfoRdeeIGefPJJCgQCtLm5SbFYjF544QU6f/48RSIReuaZZ+ipp57i9UAXL16kb3/723T58mUaGBigXC5HV69epc3NTdrY2CCXy0VOp5OefvppCgaDpJQiv99PwWCQPv3pT9PAwAAVi0UaGBigdDpNyWSSBgcHyel00ujoqICQ//AP/0Bf+tKX6LXXXqO5uTl65ZVXKB6PU7Va/b4X8U/8Q1uahq0B9ul9Ph8SiQS63S4GBwfF9IpGoyKZ+bv5+XkQ9TCCqakpKKWQSCQwOTnZZ5YrpVCv16FpGrxeL/bs2YN8Pi9SXNM0kdjpdFrM+/X1dfG3w+GwYABWf57Nx8XFRczPz2NiYkJM9qGhIei6jnQ6LdaI1RL49V//dXFh3G43jh49irW1NXFh+DmOHTsm5ymlEAgEoJTC6dOnYbPZoGkaGo0GDMNApVKBaZqIRqNYXV2VZ67X61BKiYVSLpfRaDT6/HC+Pmvg2dlZTE5OYnx8HKZpolqtwuFwoNVqIRgMYmlpSayYffv24fz586ItebzGx8dlLEzTFCyDiFCr1ZDL5aDrumAhdrsd2WwWuq6j0+nANE2EQiFkMhkMDQ3J+Yx78H14/AYGBqDrOrLZLGKxGMLhsLigXq9XLM9wOCxYQbVahc/nk7Fgl0fTNLFg0uk0HA4HwuEwFhcXZa56PB6USiXR6I1GA06nU1zA0dFR5HI5sXCUUmg2m1hYWBD8JRaLodvtirvEbtfc3Bzm5uZkfg4PD+PChQsIBoN44IEHsHfvXllDDocDxWIRe/fuxfj4OPbv3/99Www/caHAgsHpdKJer4svTtQDoe655x5ZcKZpwjRNxONx2Gw2xGIxmcDsRvDE63Q6CAaD2LFjhywum80mZh0PKJvrDodDJgeDSIZhCJgWiUTQbDYxNDQEpRSGhobg9/sFDK3VahgfH0c2m0UwGMT9998v92KwiagH4N19993YtWuXuCQsLNiMNE0TzWYTSin4fD7YbDYBLO12O1KpFEKhEPx+PyKRCOr1ep+7oGkawuEwRkdHQUSYmJgQd4EFGfcJg7wej+ctLgd/eAGWSiV5RpvN1od3nD17FtlsFpqmid/ebrfFvSEitNttRKNRxGIxeQ7DMKQfZmdn+4DY4eFhea5sNovR0VGkUil4vV7s3r1bMAYGCJPJJJrNJg4dOoQPfehDgvWwgJqZmZFzlFJYX19HrVZDt9tFLBbD+fPn4XQ64fF44PP50G63ZXxZaDIGYbPZZM7xvPF4PNIHpVIJfr9fMCDTNOWdvV6v9B0vYhac4XAYpmlKX/D4RaNRdLtd3HLLLbDb7QIiE/WwHVZsCwsL2Lt3rwC3drv95hUM3Ensm7OkzuVyaLfbIvl5kNlv50nN5/AxDBgREQ4fPizCgjUkLwrrh31n/o0nAuMaPFF37tyJSqWC+fl5eUa/34+7774bdrtdgCzWtplMBoZhyLNOTk6KZs/n8zh16hSKxSLcbrdMWgZEGSNhDb20tPSW51ZKybXdbjeKxaIs3unpaRFGdrsdAwMD0gd8DqPkg4ODaLfbOH78OLxer+Arq6urGBoaEtSf+7LRaAgWUiqV5PtIJCLC2DAMRCIReV9G5nksTNPE1NQULl68CKIecKrrOi5cuABd10Uo8/xYWFhAMpmU8YhGoyJUGMQtl8tQSmF5eRkejwdOp1OE0+joKCYmJqTvut2uRMLsdrsI0vHxcbjdbnS7XbhcLsEFotEoTNPEoUOHBOzTNE0E0M6dO0H0JiaSSCTgcDjQ7XYxMjIC0zRRLpf7QGnGNFh4+Xw+TE1NCf4RiURw/PhxxGIxxONxaJqGffv2we/3Y3p6WiIS3KfRaBTRaBQf+MAHcPjwYbTbbZRKJSwvL998goEXdSgUgs1mE0DMMAwBkfbu3QtN01CtVuFyuWQBs6TkjxUIq9frCAaDIpVZys/MzGBgYEDM7FQqJWAch7ysgmhgYEDcG9bu/BkcHMTw8LBMXjZr2QpiIWZd1DwR3W43pqamxBTlYzVNw7Fjx+Dz+RAIBDA8PCznRqNRHDhwAET9oCSfZ7PZJFyYyWQkJGgYBsbGxuQYm82GVqsFj8eDRqOBQCAgi4YBV7ZY2FpjwWW326X/f/EXfxGxWKwvZMwftsby+TwcDgfcbreYvLFYTMDfbrcrwoOoFxbk+6+trcl9Dx48KBqXLYxYLNYXwk2lUlhYWMDOnTtlTr3vfe9DNBoVNyUcDiMUCuHs2bMIBAK47777oOs6fD6fWGsscNg1aDabfWCk0+lEMpnE2bNnxcrj7xuNBh566CERlOl0Grt27cLg4KCMWTAYFHCY5x27NlNTU7j11ltx/PhxCXUyGMtjMzExAbvdjnPnzmFoaEgs7eXlZbRaLfj9foyMjKDRaMA0TXa1by7BwCGtLakG0zTFl3K5XEgmk6jVan2SlnGCfD6PdruNQqEgphtPkOXlZSilEI/HJdzEGov9xnA4jHQ6jWAwKCYyT14eMEZ1Dx8+LN8VCgVZOCycrBaLdaImEom+0FQkEkG1WkUikejzZe+++24ZYIfDIWFKTdMQCARQLpcRjUbxrne9C2tra5iZmYFSCmNjYzBNE7lcDsViUbCEcrksC5tR73g8jvHxcWQyGVQqFezcuVMwB6fTiUKhgEwmIwK2Xq9jz549mJmZwdTUFNLptPBJrBGPWCwmfZpMJmGz2WQRhUIhzM/PS/QolUohmUwiFAqBiEQoDw8Po9PpwDAMscRyuZy4Mhx6zefzOHjwIDqdDgYHB7F792643W6Mjo6K1k8mk2i1Wshms/B6vfI9u2S33HKLcD54TgwODoolkM/n0e12ZQHruo719XWMjY0J1+O2226Td2WFkMlkoJTqW+gs+Nk6aTQa2Ldvn7gZx44d67NkDcPAXXfdhXa7jZmZGcHSlFKiFBivYqXBfBF2vU6ePInJyUn4/X4RJjedYOBFw2CT1+vFwMCATDy32y1gTTqdhs1mw7Fjx6CUQiqVgs1mE9+PzW+r5jEMAzabrW/g+Z5sMmazWfh8PrmX1+vFAw88INgAa1OllBBuxsfHRYCxtotGo4jH4zBNE36/HxMTExgbGxO3gqhHsLFaFkyg4cXJgob9+Hg8LlrzRhyAF3sikcD58+cRCASQTCahaRqmp6eFs1EqlXD48GGUSiW43W7Y7XY4HA44HA4ha7F1xn3GWAvzIZjTwIKz2WxC0zRZWLt27YJhGNLvTILy+Xzw+XwIhUICdKZSKQwODgqOY1UI4XAYTqdTsIapqSnBFRjM5UXEgo/fhehN/IgXVCgUErLRsWPHhH/BgLDX68XQ0BCmpqagaZpoYZvNhkajIRaPrutisVarVZimieHhYdRqNVy6dAnpdLqPbMbA7YMPPoiBgQEcOXIE58+fx8TEBJaXlwUIjUQi8Pv9GBwcxKOPPopMJoN8Po+VlRV5z3vvvRdLS0sIhUJ9HAld1xEIBPos55MnT8IwDBQKBeRyObFEbzrBwJrJGr+1StobzeVYLIbp6Wk4HI4+vzebzYqZy9rSZrMhl8shn88LwswLlMGg9773vSJMJicn+6IddrtdYte8YNhyqFQqsNvtIqWnpqZQr9eFDGS1Hh577DGxIIh6KHy1WsWJEyfgdrvFxGQXyu/3w+l0isZwuVxwuVx9hK3x8XERXKurq/IOdrsd09PTiMVifdrfGhHQNA133HGHXOvQoUMoFAqIxWJi4bBGZ/IV9zf3A2vfyclJeS4rjmMYBnw+n7hRbrcbt9xyC4h6/jf7xqVSSTgkLISVUiJceX4cPnxYBHm73YbT6UQmk8Hu3bsxNjYGu90OwzCwtraGTqeDcrksLgq/C+Mus7OzcDgcYplUq1UR8OVyGYVCAYuLixgfH4fT6cS+fftARLj99tuRTCbh8/kwOzuL2dlZcYmYGMZWTa1WE1fp05/+NNLptFi9k5OT8Hq9qFQqKBQKCAaD4irxvJ+fn8fk5CRqtRo8Hg/sdjt27twpFiG73Q6HAwsLC3A4HGJV8njv2rUL1WoVv/qrv3pzCgZN08QH5onndrsxPz+PYDAoi5XdC+5ADvmw729Fyq1agxcSA1wsgEzTxMDAgNBtrRo5FovB7XaLZrQyHv1+P4rFIgzDQDweFzITa3m2ZqxuBU9OFiqhUEi0q1Xw8d8cKZmcnBRhxn772bNnUSgUxKQfHh5GOBzus4QYFOOJwgKp1WpBKYV8Pi9gIfvJfP6ePXuwb98+6Q8WOnyMpml9wFmxWEQymYTT6RTg1yqMut0udF3HysoKAoEANE1Dq9USkPfIkSMydowxMfmIIzQs9KzWlGmawg7VdR07duwQwcd06NnZWelnZsQWCgXs27dPAD1mjlYqFRmDXbt24cSJE6KNDcOQfuC5QUR94LhhGEIlr1Qqwp7M5/Mi/Pbu3Ys77rgD1WoV0WgUu3btEgsll8vJ/UZGRsQdGx4extmzZ+F0OnHgwAF53lAoBK/XC5fLhUAggE6nA6/XiwcffFAAT4viufkEA1EvnMWTg32qiYkJ8Q+JenFmj8cDj8eDcrks+QvWBXXjQuNJlclk+lhnRCTYhNfrFfouL6yVlRW5Di/+3bt3o1QqIZ1O4+jRoyAiAar4uZk1d+jQIQwODgp20e12cfjwYbE+VldXMT09LXhJs9kUN6darWJkZETQe7fbjU6nI1qN/d7Z2U2l+CgAACAASURBVFkxSXmRmaaJTCaDZrOJW265BaOjo30AJk82tr5YaLrdbsRiMayursoCu3jxovATmGlH1DPvOXxmxX6GhoYQCoUQCoWQy+Ukjr+0tIRMJgPTNDE2Noa9e/dC13W8+93vRrVahdfrRSaTQavVQiwWw9zcHLLZrIxTp9NBJpPBzMyMWAl8z7m5OcmtICLpD2ZQlstlYQImk0lx45RSKJVKYiHwODabTYluhMNhOBwOJJNJ2O12DA0NCUu2Xq8Lw1XXdSwuLgoDkXEpxpA6nQ5sNhvOnDmDkZER6LqO8+fP90XIyuUynE6nCEx2k9k6Onr0KA4ePIiJiQkRdO12GwsLCwgGgzh+/LhYGxw6tdlskg9y0wkGXrjlchm6rgt5xDAMHD9+HLlcTjgBPJGLxaIsppGREWQyGYyOjuLo0aMoFoti5tpstj6q8I2Cw+v19i1sPo8XmNvtxqVLl2Cz2XDvvffKby6XC2tra3C73TL52Fe3EncY0OOwFvu/rPncbjcqlYoIv8HBQStYJCEywzCQz+cxOTkJn88nVOh0Oo2ZmRmxDmq1mrwnT25+v2g0Kv68rusiJNmSsU7ST37ykwiHw4hEIkJiqtfrYqVcuHBBrlupVDA9Pd1nrbXbbWQyGbGa+DfTNMWcZxfD4/EgGo2i3W7j7NmzsNlswhfJZrMy4cvlsvRNq9USoJLxKI/HA9M0USgUxP3hfuL3V0qJm3bnnXf2zQOinqvAWE8mkxFeQ7PZRKFQkL4Kh8PiFrGw7Ha7ME0TxWJRQG8OBefzeYRCIUxPT4vvz/MjEolgYGAAxWJRMKKRkRHY7XbBPUzTFAuu0WjI+bfddpsovnq9jtXVVSilMDg4iGaziUQigT179rCgurkEg3WhGoYhA8jmHGfT8TETExMy0ayEqHA4jFKpBKfT2Zdpxwgwo8BsKTBbkoE50zSRSCSwvr4u5jIDcKFQCHa7XTQAax82YznT0mrZnDt3Tv4/Pz+PQ4cOSQit3W7D7XbjxIkToul0XcfY2JiwK9lS4cXb7XZlYRw6dAiZTAa7du3C3NycIPS8+FgAcPSiWq2i3W6L0Mpms3ItK2OQFw4/96233iomPSPzhUJBzHRmMGqahqWlJRFgPH58XLPZxJ49e6BpGk6ePCkuoFUYMaDLbL+lpSUMDQ0hn89jampKsmENwxB0Pp1Oi8bm/h8bG0M2m8XY2BguXLgglgGDkJ1OB06nU96X3S5meGqaho997GNi+fECZNDSNE10u11EIhEsLS1hbm5OhCRjPpqmYXJysi8keerUKczOzoqFtba2JjwLdoWLxSISiQRCoRB0XRdFxRmXhUIBx44dw/z8PFZWVmTsVldX4ff7hZ2plMLOnTslTLsFEN9cgsHKSLSaVe12Gw899JCg0NYkIybXOBwOBAIBBAIBzM3NCbLucDiEQONyufrSh61RD74fd+zY2FgflsDRgIWFBck8vNHqsOIbVgIQ+7lsin/4wx8WTkUqlYLH4xELgj9s8jPDj1N1a7UaBgYGsHv3bkSjUWHPud1ufOITn8DKygparRZSqRTm5uYQCAT6Urn5+tyHHN1h05MFIdN32dzmxKH5+XmYpilakvEFjn7s2bOnL2uRBdzY2Jho2fn5eQwNDcHtdqPVakl0w+FwYHBwEI1GAxMTEwiHw8jn8xgfH5djstkspqenJS6fy+UkIY0tL6vCYOVgmiZOnz4tWnx6ehqVSgXlclmEARFhZmYGuq4jFov1WT4OhwNLS0sSomX3jRdkPB6H3W6H1+tFqVRCrVZDNptFuVwWy8hqvTkcDnQ6HeRyOfzRH/0R3ve+9yGfz6NYLAoGFgwG4fV6BZBmhu3S0hI6nQ6SySTGxsbgcrlgGIb0GQtgp9OJRx99FHa7HR/96Eexa9cuVqA3l2CwLi7mgfOAcU46axTuaKWUmFlW85iPGRwcRCwWQ6vVEsGytrYm5umxY8eQTqcxNDQEwzAkF4PN0UwmI5EFDrNZtdvAwADGx8dxzz33CBbBGmt6elr8+Gg0imAwKPkVFy9eRDqdht/vl2f92Z/92T7BEAwGEY/H3+LW8ESo1+tIJpPiCrBQ5fg6m6epVErSyBuNBux2u4BVbJ0MDg6Kec+hrUAgIKxTZhR2u12EQqG+mDoLhVQqJdmUPA6zs7OoVCoSKub4fqlU6ru3zWZDs9lEsViU0CjRmynHbLWxu8ERG+aQ2O12zM/PY3Z2FqlUCpVKRYT36dOn+0KbLCitfWXFpqyUeLaspqamBBOy0petnJVUKiVcmXa7jVqtJoQytmQ5f4eoh4k4HA7s3bsXCwsLEqnid2VKtJXgx33HApYBTquAtQqzkZERNJtNxGKxmztcWSgU+iR1q9USVL7ZbAoCzWEjXvzWgWXNR0SSnsspzix87HZ7H8OQ/2U/7kZrQNM0nD59uo88NTk5KeY/g0XW5+DQncvl6gu9MgnHCnLu3r0bNpsNlUoFS0tLAkRGIhEcPXq0L0bt9/uxtLQktFimTXNokBcrh2Gr1SoikQhqtRoymQxCoRDuuOOOt6VFj4+PS0o3L0xN06TOweTkpACpbC2wgAkEAlhYWBDMY2JiAjabDadPn5Z313Udk5OToqVrtRoSiQQ0TZN05UwmgwsXLkhiGOcH8CJ1Op3YsWOHuDrMSZmYmJBUap/Ph1KpJO+2a9cuIRBls1lxHXgO1Ot1RCIRXLx4EfV6XUBQFhL5fB5ra2syF1jIrK+vg6hHlKrVamJpWfGhw4cPC3O12+3C6/UKF8QanmUhY7fbEY/HxRW7ePEiarUaHnroIYRCIZw7dw6JRAK/8Ru/gUceeUQYo3ytTqeDdDotOT1c5Kher7NbffMJBrvdLmzCGxcna+1GoyH8dCIS5NfqK3Ins6nHE+C7XVfTNNx+++2CVfAAsrBiDcyLZOfOnX1YAt+Di7SwScrPZAU22WdkTWUNTXFVIdM0MTk5CaKeGzMyMoI9e/ZgfX0d+/btE2pssVhEJBJBu93Gpz71KQwPDwvJKR6Pi29vxVqsz2KapiQKWfMciKgv+YgJXaZpigBkN8PKdiTq5Zs0Gg0cOXIEuq5j//794o9b+z8Wi72FTHVjxSruPw4fTk5OolKpCK+F+SvJZBKLi4t91hU/z8LCAkzTRCwWQyAQwNDQEIaGhuR3K5bC2j2TyUgINx6Pi8AlIjz88MMShVheXhZyWyQSEcwjkUgICWvXrl0yH9/znvcIQF2r1STrNxQK9SW2WUPM7XZbBOmZM2dQqVSglML8/Dw0TcNDDz0kYVoOabNF1Wg0xPploXlTCgZGybmzmd45PT0tlgF/z5194MABAY5KpZLkAPBk4xg1Z/SxRcBMPKKeD61pGuLxOGq1mlBLmcVm9VtZ6wcCASHTWMElHlyOrLDWmZqakqiDFfRjjcvnOp1OuN1uATiJCGfOnJFjOEHLZrPB5/MhFoshFov18RSYA8DFP9j8rlQqwh/ge3NfEL2JGfC7WJ8rnU4LXd3KDSDqmcW6rouV4HA4UKlUxA1Lp9OSu7F//34hFHFf8mKyhqk1rVeEhMlDTCDzeDyoVCoSguPnZObl6uqqPDfPg+XlZaGg8xhYQ9j8YfOf/+awK1tejPRzbgsD1zdiRNwfY2NjIvy475hBWq1WxXrl+eHxeJBOp9FoNKDrurgHPC95/DkpkLGeUCgkRXCazSbe//73yxiHQiEsLCzg4MGDTMq7+QQDa0n+MFmD+Qr8PXcyAz5LS0s4evSomOecpcgTjbUgZwCy9mNNao1ScJUep9OJTqfTZzryhzX8jcSkG6m6rPFudE/YxyZ6Mx3bZrNh165d8t6sVZmFyc84OzsrIB3jGsyUtDIO+d7W1HTroh8cHOzzr/lfzqBkZDuZTL6F9JXP53HgwAGpccCxfhaWnHVpFS4ul0sWwd69ewWjKJfLfeneXNuTE8xsNhsuXrz4lkS5er2ORx99FM1mU1ieTFkmerOWJIOc+Xwe9Xpdakmk02m43W6kUik4HA7ceeedYu1wiDKfz2N1dRVer1co8izErKxQFlBcN5QXNOfxcG1GTiLjdyciSRBzu90i3K0uaSgUEktqaGhIygLyOHPEptlsYnBwED6fT4hh7HrfYBn9ZCs4/SDtr/7qryiVSpGu6+RyueiVV16hL3zhCxQMBun222+nZDJJkUiE/uzP/ow0TaM33niDTp06Ra1Wi37v936PxsfHpQJwNBqla9eu0e23304vvvgieTweevnll2lycpK+8Y1vEBFRMpmk1157jQBQtVolXdfppZdeoieeeIKKxSI9+eSTVCwW6erVq1QsFuU5X3rpJTIMg7785S/TyMgIGYZB7Xabrl27Rpubm1Sv14nozYrVTqeTisUinTp1SipaO51OqXj8N3/zN3T16lX60z/9U9q/fz9NTEwQEdHzzz9PgUCArl69SkopWl1dpVgsRl/+8pfp8uXL9JnPfIYikYiUMJ+c7FXo5xL3RL3Kzs8//zxls70d4vn7r33ta3TlyhXSdZ0qlQoZhiHVjyuVCv31X/81ERE9++yz9Cd/8icEgE6cOCHnPv300/Tqq68S0Cv9/tJLL5HD4aBEIkFPP/00GYZBfr+fPB4PhUIhSiQS9MYbb1AwGKQ//uM/pmKxSMFgkFwuF83OzpLT6aRkMkkbGxv02c9+lq5fvy6l0r/whS9Qs9mkZDJJ0WiU5ufnKRwO0+///u/Ts88+KyXdbTYbmaZJ09PTlM/nqVKp0OXLl+lv//Zv6atf/Sq99tprdO3aNdrY2KBnnnmGisWiVP564403qNvtkq7r5Pf7aWVlha5cuUIvvvgivf766zQ1NSXjPzo6SrquU6fToXq9To8//jgZhkGf/exnaWRkhF5++WUiIqmu1W63SSlFpmlSLpcjAFSpVMjn89Fzzz1Hm5ubdPnyZfrmN79JhmHQwMAAZTIZmpqaoo2NDam6xRXJn3vuOcpmszQ5OUmFQoFmZ2fpy1/+Mn3pS1+iTqdDRL3S+/wJh8M0PT1Nhw9/n1u7/KStBasrwQBfrVZ722QRdheUUpKJyAQjq+YZGxuDrus4cuQIlFKYm5vrwyaI3kSlOYmG72MNjTKgxOYra1+OAhw4cABzc3OinThExjTefD4vYSQ2VYeGhuQ72rJ8DMMQc5V9XdrSCqwFvF5vnx8ei8XEarnR2nK73UgkErDZbBIqff/7349ut4upqak+nIPozVR11qAMmHIKsc1mw/r6upjsDPLqui71M1dWVhCJRJDJZFAsFsWK4Geq1+tS3DUWi0mKs8/nQzKZlGOtkadYLCaM1FarJREBtiDq9To+8pGPSMiaU+yJeliBtS+toW7DMIR9yBGwubk51Ot1ISJNTEwIOYvZqBzVyOVykrlptVQ4Kcw6FhyNYMuVgdZEIiFJXExj5nXA5y4uLvaxM7nwzb333guPxyPJdQ6HA+12G0NDQ8JlYXr8DdXFbz5XgjvE7XZjYGAA733veyVMxIuHqAcOMlHGuoD43xsn+42fcDiMY8eOYWpqCktLS1hbWxNuPT9HtVqVDnY4HPjlX/5liTTouo6hoSHJDTAMAysrK4IM63qvCjMLCZ6Uq6urfbkH/OGF32g0BAyMRCLYuXOnUMStEYx9+/bBbrdj79694qNns1nxORnc0nVdCqbeWOl6//792L17N5aWllAsFvuYkk6nE06nU4TOpUuX5FkZy2E2pLW46/z8PMrlMgKBAMbHxyUEx+PAz8BRGSaxjY2NIZVKYXFxEadPn8ahQ4fg9XpRKBSwsrIiBXO5ZLrNZkMkEhGMg90Oa58ySW5mZkaEQzQalVRwDmdyJetisSjC0JpSz3gC55Hs2bMHZ86cAVGPZDczM4NwOAy/3y9AuDUz1jAMcU2tJeWYDHb//fdL1almsylCbXh4WMr7EZFk8VYqFdx2220YGRnB3NwchoaGsLi4CIfDIVhYq9XCiRMnZM4UCgWsr69zhOjmEgxWRJml+sc+9jGpeMMCg7b8JY51j4+PY3h4WPw91socxlpdXcXs7KwMEgOXXEWXr82FWSYmJoSzwBOP78UWCZNqWApzlWBe5FznIJPJiGDLZrPiG3KVn0wmg2PHjgnZyXovIhIKbqvVkmQf0zRx7tw5rK2tCZJ9/PhxOc+Kb8zOzuLw4cMCAp44cQI2m01KkXNVJ/Z3U6kUBgYGkE6npQYhEQmqz3wR5g5wONE6ZqzRub4DW1g34iyMB7EwVUphcXFRQFPWdD/3cz/Xl+Oh6zoeeeQRlEolqeHAQKJSqm/Pi2AwiEAggEQi0QfqssU5MjIi4ddEIoFDhw4J85LnGmM3SvVqazK+lUgkRCNbuRv8voFAANPT04jH4zh79qyMTTwe7yvY02q10Gq18MlPflJCt8xVKRQKuPvuu6XiNN+nVquhXq/D4XBgeHhYQPbFxUXYbDaZF06nE8vLy4KlbFmON5dgIHqTnefxeATxtdb063Q6fUgydxTHq4eGhqTGAKPxJ06ckGOtk/js2bPihvAkv9Ec93g8mJqaksKeVrCRyUNEhPvvv18WktUaYE57OBzuSz4yTVNCa1w23npfthCYWmu9Hg86E4tOnjz5lrR0XiSxWAztdhv79+8XcpKmaSIMmUDEVpHVAuOKTsvLyyiVSiIk+XPw4EFomtaXAn7XXXchGo3i4sWL4pJxXYVgMIi5uTlUKhVMTExgdnZWMmmZccoRg3g8LguwWq3i0KFDUiGKXSl+3tXVVQnBBoNByYJ1uVwSVuVEsVQqJZZBNBqF3+9Hp9PB8PCwsCJ9Ph+8Xq8s0ocffhhEb9aitG4vMDMzg06n05eKzpaF1XLRtF7VMb/fj+HhYQmr81hZx936vbWgEM9xpVRfjgWDmTMzM9C0Xsn8YrEowpT3DwkGgzxWN59gsNvtUmyU/+ZFwBmF1phyKpWSQWBL4OGHH4bD4cD6+rrk2LN24g5tNBri23Fn61tpuGz2WnnrmtbL5Q+HwygUCoIyK6XEX+TBYEHWarUwPz8vpqFV8xQKBbFirKQqNst5fwQ2A48fPy4MQTbDub947wh+D7/fLwLFGk3hOhSmaWJwcFAYjFZBY02V5mdaXl6WepW1Wg3pdFpYoVwrkvt1bW0NXq8X7XYbdrtdwp+HDx9GKpXC2NiY+MwsxF0uF7rdLqanp9HtdjE8PCyCjkN4LAiGh4cxNDTU5xo5nc6+OpZzc3Oo1WrCQmRei1Vgc8SKczyYkWkYBk6dOiXUervdLtqdhSnXP+A+JeqZ/byIGV9iKy0ajfZV0cpkMoIFcCHfAwcOyI5eRD1Xi5XF/Pw8jhw5gocffhhOp1PuuXPnThw9elRKy3HIlEPvc3Nz8Pl8Uu+i3W7z+N5cgsEazrISZlhSWkEsq3DI5XJCeuLvrOxH/nD5NdYIzD3nBcZZk7x4mZXHz8Khv0AgIBTefD6PQCAAp9OJWCyG/fv3i5VhDQMym5AX5j333CNmOpuI/HuxWMTExETfRGYTn1lsVp6DNSXZahFNT0/3lbVn7gFzGriwKP9eq9X6NqfhoiUsJDhkx0AjjwtRD3A7evSo0NLZ2mKfulgsIpfLSTUpFuQ3birEv1WrVRiGIQD0rbfeimq1ioWFBSnVx4qCx4oBQwborOE/a1YnV2TieXTjM3i9XtjtdoTDYallwEI9HA4LqM2hcpfLha985St49NFH0Wq18Ju/+Zvw+XyS7s3vdN999yEQCGBwcBDr6+tSB+PjH/84dF3H4cOHpbp0pVKRdHu2YljhNJtNzM7OyviXy2UJdzO13TRNHD58GNVqFYuLi5iYmLCyb28uwcAL1G639+0zac3S4wnFDETuqMnJSfzSL/2SaOdyuSw+Lpt9XNGJF7jb7cbP//zPiy9rzdBkqjHHxm80+dLptJQVX1paQq1WQyAQkLi7rve2WIvFYhgYGJAY/rve9a6+vA+iN+PLXJDjZ37mZ9DtdnH8+HHoui6TgrUsFxS12WzCZrM+u/XDaDrjBnzfkydPIpPJYH5+XjQiLwC73Y6RkZG+Eut8Hpv6u3fvxvz8vIB6jBUw85PL7nu9XjHvedGxicv34sKrvCjOnTsn5DKi3hZ8hUJBQLhEIiEMUZ4PDNayAFhYWOjbJ4SJc+fPnxfuhMPhkDJ0TMCyUr15UTOBzsrSbDab6HQ6IggZu7JaEel0Wmoi8P3ZzTAMo8+N8/l8fS6Zx+ORKtvBYBC333674FI8Jjw+O3fulGhWsViUGpX8nOfOnYPX6xXX7KYUDFwCzBoyZL8/Go32dR77Wkq9uSGKtSYBH2uV2rx4WQhZF5HdbhdrggeSQ4qcu2/1IxcWFt5ilVhJWIFAQMw6Bka5bBfnQhC9mVIdiUTkfrlcrq8wjVIKo6OjePDBB2WvRaI3KcHWCWWtEMRFbRuNBvbs2dNnEXAkpFQq9bkQ3BeMgaRSKdx///0g6vnZ1WoVk5OTyOfzSCQSfedyIRO2Thjk5fEYGRmR52Xflym/TFdWSgkVmTW8aZrYv3+/+NPW8bP627yl3okTJ9BqtVCtVsXSLBQKmJ6ehlJKNqKNRqMyHzj6cKMFwYKXy9QzmYtBYcMwsG/fPhGS6XS6j07earVkXszOzmJiYkJKxHOpNlZ2RITf/d3fFVeAlQ4zMG02G+bn50UI8eY9nU5HBBrnEXGEhCnUlk2Sbz7BYDUpWVOvr6/DMAyMjo4im832lUazgnj8YQZhMBjsC2HxorOywXjRsUbjegNcp4/jyoFAANlsFpOTk1haWhIBUSqVcPLkSei6LrtfNxoN4T7wwmVQiEExop65fPToUdHGmqZhx44doqGVUjh48KDUMeTohlX4sDnP+AiHwOx2Ow4cOIDJyUmsrKxIQpF1w1auRmW1ggyjt3+FdT9Pop4bcuHChb6+5491M1oWxNb/37i5Df/OlhUnIjFm4fF4MDc3h1KphHPnzgmwV6lUJEyYTCYxNDQke2DEYjEpSMJjxvgUWxK1Wg3NZlNKz1k3u5mampL9QNhVGh4elohGoVAQKjlbCaOjo4jH4yKIuUYla3bOSNX13gbMo6OjmJ2dRTqdlqgHj9Xc3BzOnDkj6eCVSkVqik5MTEhCWSKRkJ2tuJhLNBrFjh07JJPyyJEjMna88xYrki3hd/MJBp404+Pj4k9znjovHmtoiCelNTGINTILAqs0ZiFirU3ASH+n08HBgwfFxH27Sc/ns6nM7s6NC6NcLveF2IjeTOhiMgpjD1aiE3Psp6enZYJbN++90cqp1Wri7gwMDCAcDsv10um0kIM4VDsxMYGJiQmMjIzIjlnse3J9ChaaHGvn0OHDDz8Mm82GBx98UIQbVxHi6t0ejweBQEAECFejZp+50WhgbW2tLwLBuRX8HB/72MekBNvExAQ8Ho/0BROt2CIh6oWw2RKzWlmtVkuek/uH60B4vV50u10B+JTqFQfmep2pVAonT57E7OwsZmZmJKOVrSyOmHHR1fe85z1Q6s1kOSv+wklw/Hz5fB5nzpxBNpvF2bNnJbTOCVeRSASRSETmGidqra+vS13OfD6PnTt3ihu4sLCAaDSKnTt3wu/3w2aziQVE1MOAGES/6QQDs7vYVGY34caFxwKCJwr/PT4+jlqtBtM0BVyyApY8AThGzPv78SKwDiZPqDNnzghnnq0PRrutMXO3241Go4HFxUXoeq/OI9+LWYccMWBrwbro3W432u026vU6HnjgAQGdeLJyJiILB4fDIdWk+JmtpeRisRgajUZfIlY8HpdcBuvWa6VSSXZ6arVafVYW19V8z3veI/ewApLWXZ5HR0dF8/KOVrw9u3Uhc/gwl8uJ9WPlgRCR1CFgYcEbrvDiSiaTItwZqOTnHRoakghBq9Xqc/lY6N1yyy3QNA0f+MAHsLa21hcWLpfLCAaDQl7jkCy/9/T0NHbu3ImBgQFMTEz07XZG9GYF8HPnzmF5eRm6rovw1DQNe/fuRbvdRqvVEmFO1CsSUywW+4Tbrl27YLfbUa1WZVOdHTt2IJfLYWhoCJcuXcLIyAgeeOAB7Nq1CysrK1LS/sSJE/jIRz6CqakpfPCDH7RaezeXYCCivtTc0dFR0cqcz86SV9d7lYA1TZOB4Pp+1mIY1jqGLM3379/ft/EsTxbeycc0Tclg5IXAgkDTNAFIDcMQX5IXE+MafP+BgQHZ9ow3amGTrlQqYXR01JoOKwt9dnZW3BqOp1stKd6mze/3y14KjGew1VKtVqWiEz8Ta14uT2clX1kFKLth7EMT9UJyHG5k05rBVo4McHq0zWbrwxOISEK0Kysr6HQ6GBkZ6VvwzITkxclFbFwuFzwej0Q2rPt3Er0ZTna5XHC73VhbW+urbnXgwAE89thjUq2KU7czmQzq9brgDPyeY2Njghfws7EQsuz/KPuPWIWx3+8XVyUcDsPn80lFsIWFBbE0ObLi8/mEkn3ffffJ2LHbwMqP+zKVSslz8vNzBer5+XkJiXI1bk7NrlarsiHRTScYGGCzWgipVEoKbLDPyGANa0ir2WXNQuRBYf+S4+cnTpyQCr/j4+NvW8XnwIEDOHbsGNxu99vmIFjBJStXwJoBuH//fui6LvUFOczEgzczM4Pp6WnRREw+8ng8WFhYQLVaRaFQwOrqKrrdLqLRKJaXl+Hz+frSue12u0xcJmCxFlpdXcX58+fle95/gO/JlglRz/WYmprCPffcA6/XK8QdJtoYRm8PCd7OLxgMYnZ2Fvv27RPLhLkJzBuJRCIiWBlF57Fhy4yFu8fjEXTdmv78iU98Avv375cs21wuJ5Yca9WBgQEBOROJhIQSo9GoCJR6vS4L613vepdYbDabDcPDw1IQxwpmz87OClbEY86VqAKBgFxv586dWF9fl4IoRD0C3fz8PAKBgLgsIyMjQpgrl8tCvOKqVaZp4s4775TduvieLEhGR0cRCAQQj8fR7XbxC7/w60jFRQAAIABJREFUCxKtYqHKu8Pv27cPzWZTWI+HDx/m+XlzCQaiNxOBrJuO8of3AuC/OamJ/bMjR470Fc+0JhtZsQCn04nJyUkRBKwVWWum02lMTk7KddgSYUGlaZqw63ixcX1D9t+ZFsuhVq5faA1x8fkzMzM4depUH48+l8tJ6W9G4vfu3YtqtSqgIVOUObTKFY01TZPaFZzXz5rH6nowoMep26lUSmoZWMHfBx98sK8fI5GI4Cc3muiMRzBHIZFIoNlsCtDH0RjWyByGZSovvz9fm0vM6bqOf/Nv/g2OHj2KSqXSJ2TYCuN8jfe9730olUriivL7c1Xt8fFxEXhs3RD18Bp+Zy63v3fvXmFusrBj92h1dRUDAwNSbMXaH8ZW1WoGCbn6E4fKOTLB1ifXm2Brgve8vPfee1EsFnHhwoW+zXv5k0wmpagM19ZUSqHRaEj4mN/J5/PdnMVgedFaw4tWsJE1RCAQwKVLlwSoI+qBK+l0Ws5j7cBJOlYXRdd13H333WKOaVpv89hGo9GXD6+Uwoc+9CEB4XhgOd7OIUze6pyxDSuVlV0ZxhLYPWCiEwuGfD6P3/qt3wJRjyPAmoWflytGt1oteW82PQ8cOCAaiZOfONOOFzn76nxPXvjWpC+e0KzJuLqx0+kUi6TT6fQJSha4TJ/mncLn5uaktgR/QqEQduzYgW63i1qtJovbKghsNhtOnDghPjWPOWt/7kvrXpKc9EVE33VjYcYQXC4XQqGQFK2ZnJzE2toaTp8+LUIxlUqJMODzeUw56hCJRHDp0iXkcjnZ8o/dTKKeG8znZ7NZrKysoFwu99UFvXjxIqanp4Vfw0WBrYWGM5kM4vG4jDX3QSAQQLPZlI2ZiXphSRZge/fu7as6XalUsG/fPp4HN59g0HVdioJwHJaI+iQ8m8KapmFtbU1McDYlebExLsADe2Oozev1So1DZiay9cCTj4/lna7HxsaQTqel+jJrKTb9rZqVN5ZNp9N9ZBYrycXlciGbzWJ1dVWsFKJebH5kZETOY+KNVQNy9GR+fh7RaLQP5bey9fj9Na2X6zExMSHoulXLsRBmSyuVSgnqzREUXdf7doDmd/L7/SJkmOxVLBbFmrG+O09WFtpWanoqlUKtVhPXiQFba8bs6dOn5Rk1TevLQCTqAZDJZFLclH379mFhYUFKnllBWu6z4eFhqRjOFGKllBTbZeIVJ7X9zM/8TJ9A5bkXj8cRDodRLpdFSLhcrj4aezAYlDHi+eRyuSQUy4s/mUzK9dvtNu644w7ZlpH32OB5YKW2c+GiRCIBj8cj2xMyrvNDFQxE9OtE9DwRfcnyXYiI/oSI/mHr3+DW94qI/j0R/SMR/Vci6ryTh7gxFGeV1mzyWX3jYrHYB9yx6cib1DD9lsNbPCAcDoxEIggEAkIE8vv9fdugtVotNBoNAZSsVgsPGmv+iYkJrKysyCDzM508eVLuzenPXMx2YWEB6XQaa2trePjhh+W+XCuBq/pwCM0wDAEi+T15ck5NTfXRm60Zi0Q94I95FtbcEq5Tyf/n+oBs4rI/zX3OER0WIjweHo8H586dg1IK+/btw5EjR0BEQlZLpVKSpl2v1xEMBvvcAaJeBKjb7YrrwDgEE84YUOOQ3Z49e2SRM/diYWFBKn5zKvT6+nqfJcm8ArakPB4PxsbG4Ha7xUXSNE1qRfDztdttlEolBINB3Hbbbdi3bx+Ghob6mI4ej0c2pz19+jR0XZd9JnO5HDqdjozb0tIShoeH8Yd/+Icy7kxYqlQqAiYGg0HJg2D6PxFJin0sFhOLjovIXrp0SfbhuHDhgszdLcv1hyoYdhBR5wbB8G+J6P1bf7+fiH5x6+99RPSHWwJiioj+6p1aDPzhen6s5bnzmb7Kxzidzj48grUZc/v5b+sA5/N5Mb94gfOxPPmZsfdrv/ZrklE3NTUllarT6TQGBgYwNjaGfD4vlZgNw5CdkUZGRvrqR7CGDYfD6HQ6stXZXXfdBZfL1bezt3X7sT179uDIkSOYnJyE0+nEmTNn0Gq1ZEFb2aB+v1/ASBYKHB60CgAOgfLzLS4uolgsyq5MHJmxsgA5+sO/WzUW/827h/G28tyvzMrjBCQrd4OI8MEPflCEHYcfWahagV5Os2bXjfszFouJn82FaTgUGo1GhQjECW9KKXz4wx8GEUkdhEwmI4ViyWIRsSB0u90SAbAmdu3YsUOKqMzPz2Nubu4tIXYOMfP1+B6nTp0SHCIajUpYs1Kp4NSpU9A0rS/UOzc3h4GBgT7rUNd1rK2tYXp6WoQ5Uc8NOXz4sJR9IyIWEj9cV4KICjcIhq8QUXLr7yQRfWXr7/9IRLe83XHfSzAwMstsRKv2ZSHBVsKNdRi545lxZqUwc0iLOf18DmsSKxnpvvvuE03IIUzmJlgxj/Pnz2NqagrBYBCdTkfqSVoX0vDwMNrttoRbXS6XYACGYYgVkEqlZMOc4eFhZLNZnD59GqlUCu12uw8kY//a5/Oh1WrB6/Wi0WiIBq5UKlJjgDURa3qlenUHm80m1tfXJUuUF3u73cbu3bv7Fj6zOjnka42I+Hw+GIbRl6thTS1nn7zRaOB3fud3UCwWpVgKEYnbyONgLRFfr9clIsXPxoKTtT7XcSSLdbK+vi4RqVAohOXlZamCxSa/1+sVbexwOODxeCQHg8FhTn3nSAvTvfndc7ncW0hsnK3JoCpbopygVqvVEI1GMTAwIDRqxkm4eC4n5HU6HcTjcVF8nFl74sQJHDx4EKVSSeYPC0gef+43nvPz8/PW7QN/5ILh2zf8/tLWv79HRHOW7/+UiMa/yzXvIaLHtz59WlspJRvAsJQn6lGkuROsCVdK9fYatC5O0zTFd+t0OjBNU87lUt9Wn9PhcEhhzx07dvTt5MyT/pFHHhHiiWEYmJ2dFcah3W7H8PDw/0vde8ZGlp7ngu85p3IVK5PFyjmxiizGYrGYcyabobvZYZodppszPT2jmZYmyBMk2bIk6/5QgC6MFfzLsL2A4QW8wtqLtbFe/zKw1xdwkNZJc/+sw8qWBMlrGBqFmXd/VD8vv1M9d6+Alb3gAIXmkFWnzvnC+73heZ6XrdZOr8yFhQVTrgL3iXIa3Fls4nQ6zfV6nYeHh9nv9wucFT0I1eug0xE8FTX5ivdkMhkJDzAugGurDX2QrwDJSAU9qYxNuKzBYJADgYC0foMcHxJpROcVJiAbe3p65D1EZGqVh/aDlUqFW60Wu91uaSKLcC0ej0seR0VWulwuEzQZRtDtdvNf/MVfSEI4HA5zMBg0keLUPAAMUi6X40gkIi47QGCgdkOxC+MyMjIiidDbt28zUacsmUwm+ROf+ITMFcId9DodHBwUo01PPBd4czD8drudk8kk12o1vn79OgeDQd7d3eV4PM61Wk0aOc/Ozoq3fPv2bQlzMV8AeT1JCP//Zhh+50MMw9h/6/rqhgb7EZshn89LiREu3vj4uAwAPqdpGr/00ks8PT39FKcCp6DL5RJgCf6eTCZ5YmKCI5GIyJbheshNwP2DCnKhUBBwjFqmMwyDk8kkx2Ix6e9YqVQ4l8sJkQWsQrfbzcfHx5xOpzmRSHAymeRms2nq4mwYhin+Ve8bpCgoAnefXmByYrOrRgO9FmFQukMCCH8gcZvNZrnVaknpTfWQfv/3f58TiYSUArHxYexwqpfLZVEs6k5+qt4M6MyYByTp8vm8SOITdTAlwWBQqi64pipJ382lAVEOJDd01kYyularyfqz2WwCz97c3GSb7bw9n7qWiDp9RGdmZnh8fJyXlpbY4/Hwa6+9xv39/dxut6XsDG4GsAi418XFRcHxZLNZLpVKfHZ2JlJ0augEY37jxg1T+ENEgn6EMQyHw6bP/3sYhp95KIFEEXT41I2g6zqXy2WenZ3lZrMpCEf0K3Q4HOLGgnCFwYK7NTY2xtVqlfv6+gQLsbKywnfu3GEiEqKMy+WSrDbRuXhnq9UykZhAyoFngYy/pmn88OFD0wmOkxMbWj2toREAHUmgFPHsOA0g8Ip4v16v82//9m+bxgloRGw2l8vFsVhMBEKGh4dFfLW/v1+ao6BjONF5CEVEsklR/UkkEjwzM8PVapXr9TovLi6y0+k05Wn6+vqk3yaqQzA8qiE3DEOAU/gbSqV4lhs3bnAikeCdnR15Rk3TpKENUSeHAzcc15+fnxfPYXV1lZeXl8VYgYLcLdyK+8FmBx5leXlZysfLy8uSDC6VSry5uckul0vG3GbrNAvq9hQxrzjsEFaqxg85FHwGawS9PyFGjLDgox/9KI+Pj/PMzIw06CXqULHr9To/88wznM1meX19XULYfw/D8B/InHz8/JOft8mcfPxPP+X1ZdPAKs7OzppyAvg7pMBQRkPJBow7vBfuFAQ5icjUgs3lcvHDhw/FVU8mk6rSDUciEVOogVMPFRAspu4kGTZ8JBKRTQKWJBY8chfb29tst9s5Ho/zpz/9aWmXjs2KjQaUpgohBhsxEAhIHwhUFQCiabfbkuCCTuHVq1cl4Yn7RaNVQInV8in0MdHmbH9/X6DqqnK21Wrly5cvmwyiOm4AZSE+BmsWeQA8EwRlEW7ByBB1Enbq5t3b2+N6vS5IU1SkMM74GePtdrt5ZmaGG40G9/T0cK1Wk7I1nmdlZUVwI6gIwFMpFAr8yiuvSD/QZDLJJycngsYFwxEkLbUT9+npKVssFr53756UgoE5sFqtfOnSJUGR1ut1ESQeHR2VJPPo6CgfHR1xq9WSBH2pVJI8BlGHPxKLxQS9ilLt3bt3f7aGgYj+eyL6v4jox0T0d0R0j4hC1AkTvvnk3+CT92pE9B+J6L8Q0dfpv5Jf6H7BpQLOHhnyQCDAS0tLT+UaMFnr6+vS+CSTyXCpVGJN04SggpMMtWMM/PLyMut6h1qdTqfFqqs04UQiwblcjpeWlkxJIBgEULQNw+CzszNuNpvscrmEM6Bafdw7koU4GeGuBwIBObGBkUDMqWkaHx0diV4BrodcjMVi4a997WuyeHE6IQGq3icAU1B4RlNfuKNq415IzKlG8J133jGRs7AQiToEo/n5eX7ppZeERg0PC6e6YRjSRAcHwP379/n09NTEEYDxw8+4p9PTU9Hg1DRN1JzRPBcHA+YTuYHDw0Np1oPKAa4PXVAcAipHBM8O7wcJX4w1dC6IiI+OjgQ4hjVVKBT44cOHYsCq1Spns1nTAQb5gFarxV6vl+PxOCeTSZ6enhYPEUlLp9PJL774oggII2kN0BbuFwcVcmkf+9jH8H0XD+CkvvCATqfzqfhZPeXw3nQ6LQ9fLBY5EAhwuVwWSK9aTcApkM/neXNzkxOJBL/yyivsdDpFihtqQ3DhVFcR2edWqyWJHbV/AdCRRCRIO4/HY1KzRkb88ePHbBiGsDBrtZrgJoDI1HWdT09PORAIsMvlEprxwsICj42NSU0cnb0xdiMjI6aNTURiLFU1pUKhIJUHlLeg74AFBg4D4vlcLifS9tB8cDgc4hUAd4Dk2uXLlzmfz4uhyGazUl7D2KpoRXQLg/w7vAFVRAafPTs7k4pDt3gN7hduOijT8OpgQFVBXnwenly1WhU2JEqFdnuna3g3EG9gYEAQjoVCgQcGBoS4l0wmeWhoyPQZNeE8NzcnSlG9vb381ltvSbiDkik+B/5HJpMRQqHaPLlUKklLPl3vNBq+kCrRyN7WajV+55135ATAqauiwLDY1ETch71SqRQXi0VJNjocDo7H4wJvDQaDkmGfnJzk+fl5EdzAqQPlZ2R4EcfiRLx7967Af+E6YpFYrVYBNsE1xaS98847pnxFt7HD4lNDFFUN2ul0igHBZ1T2X/f1stmsiUmKZ4AxAoEonU7z2dkZWywWkWUDS1FFcCKZ1mq1xENCuOL3+7lcLgt7st1u89WrV005FlQoAKn2eDwCVa/X61JuDofDkrHvHgOUEnG6Y83gebGpbt26JUbI5/OZKi14IbRQjQbAVuo6A+bg1Vdf5Z2dHQ4EAvzmm2/KZwFFr9fr7Ha7+eTkhK1Wq3hLCKEsFgtfuXLFBIE2jI7Qz9nZGefzeb57964kQFUPxuPx8JUrV6QqRESCxYBqdj6f51QqJfqhPT09SJxeLMOA0xiDdHBwYKIcY3NDP1G1jqgbDw8PcyKR4EAgIF2WuxcTFIHVjYNMeyqV4vX1dUliIuushjGQHEODEZTYIJQKIFIikZDQAHEyPJnLly9LTwNUBNBV+8GDB3Lab29vm0BG9Xqdj4+PnwLQqIs3m83KhoPoCDaCypnAPaplUMjL4eTr7e01bYparcaGYYgyNHQX0HFqcHBQsArDw8NPGXCUn/GdFovFdH014ZtOpyUBe3BwwFar1SRhD60EJFhVJKrNZuODgwM2jI6y1S//8i9LSKomMCORiJSzEQ4gZMQY22w2np2dZU3TeHx8nDc3N3liYkKS22trayY4vKZposQF3gga2HYbI13vaEpifc3MzIhnhvlA5aXdbptUyNFj1TA6bRFyuRzfuHGDt7a2eHl5WRrQ5PN5rtVqHIvF8IwX0zCo0GjUh5eXl03JO2T1oTvQbrclh9Df38+VSkVOY7iY3XwF1SvA+5BMIiKRHNvb2+MrV65wX18f2+12oU+ruArVOyHquLOqJiHiSbX9+uPHj2Xx5fN5zuVykkB8+eWXOZlMykLGd+FZcOIGAgEuFAo8Pz/Pzz77rHy3CjfG9yEfUS6XOZfLSU6hXC5zPB4XFzmTyQiZDWOFki1APn19fZxMJnlnZ0eIQC6XS8KIN998kxuNhoQl+XyeP/nJT4oncO3aNZ6cnBRyE07NJ52SpCsVchD4OwwTBGRwSmcyGQmL4AWhqS029ezsrKBl4TFWKhUTctTpdJo4N3ip6Nq+vj5OpVIci8WE26HmC/DdmLNisSjkOYQC8Byr1apwaUqlkvSq8Pv9/OUvf5kjkQifnp7y9PS0wNfHxsY4lUpJVe7mzZuSsEYfEEDQsR6uXbum6kxcPMOgshtnZmakqQn6DqBZh81m42QyyXfu3OGBgQFx01A2vHz5skkJB56HYRj8+PFjWWBEHYLUzZs3BVnWndPQdV1Uc1AxQeuzyclJ9vl8XCgUOBgM8vb2trRWwyLV9Y5ILfICqAT4/X622Wx8eHgoasDLy8ucyWS4r6+PHz16JEko9dRFsg2TjpZtqKCglVkoFDKdwDC8IyMjpnxGd/5G9UYQNvn9fvZ4PAJkisfjfHh4aGKALiwsmGDgePn9flP+BfwTbBTcPyjZeLZIJCJkOPycz+clhEFn6lqtJgcIcg/1el0MH/IX169fZ13XpcxZLBZ5e3tbyqmGYfDNmzeZqBMmwbtyu92cTCblO9E2UNd1Xl9fZ5fLxb29vazrHUEU4B6wdra3t3lxcZELhYL8DQYiHA7z0NCQVN7m5+clbOrt7eVEIiFKYwiDVT4PsCSnp6cS6sJL/epXvyqcD3jTT+7rYhoGLFpwFPDz0NCQLCpN03h/f5/j8biczDdv3pSMNiYbLpmqS4DYDsg+CJ/g+y0Wi9T9ofVHRHLiVKtVEfAA6QWIuEqlYmrMik2pllxRNsN9EnWg4L29vZKYRKUhGAzyG2+8wWtra7y4uCibDkmzubk5k34lXvPz81LKTaVSPDExwX19ffK9qho1Ns/CwoK49thULpdL6vG4FjaB+jz4TqBPr1+/zoVCQUhgiUSC2+0237lzR1Sn1BAJjEZsbJSUgZ0AuvXs7Iz7+/u5t7dXwkOcjHNzc7y7u8tra2sSk4OSbbPZuFKpiFHBfMALJOpUFFB2BSALFHPQ3hE+onKwsLBg4l9cunRJPBdVdUmtFABUlUwmTWIzqK4lEgn2eDzsdDo5lUpxqVQS2bh0Om0KoTH+SGaqniKo3C+88ALPz8+L7N2FNAxEHdgxNhcw8mgGo2oeAJ9gsVh4dnaWK5WKiZ7b/cKJpIJ/gBX4MBoyQgSiDsDk5ZdfFuOADlDNZpOnpqb4zp07HAqFRPZ9aGiIi8WinAwqI3Jzc5OHh4f51VdfldAjHo+LOlIkEpGEGuDOIMuono6maSbyENrtqfkTjNnBwYHQyfF39P/EmKlitdANVEMYdA1Pp9Pscrk4lUqJ8ctms1LyW1xc5P39fTYMg1dWVqSuj7Ip0I+4B6IO4MjlcolHSNTRUARe5ObNm/yLv/iLT/UY6VbeKhaLvLOzI4YTRhDzhHnACyAvzAE2FPIgMLqqME2z2ZR5gYdgGIZcx+VyCXo2Go1K2Pn6669zOByWJrjw/sC+rNfr3NPTI1UkvNBf9cUXX+ShoSEeGxuT+9nY2OBCoSCAvsePH8tYDA4OcrvdNnUae2KILqZhUN3O7le3iw/VG5UwBbgx0bm2PjZouVyWhJiu6/zo0SNxwycmJkwNROLxuCSQiDplx7ffftvksjabTZPOv/pCPIvF1t/fzw6Hg5PJJI+Pj3Mul5PNqDY5xTNhEbpcLq5Wq1Jmm5iY4HK5zOPj46b4GMZDbQKDcApYfxCW0H1Z5YL09/dLbR5KR7gWxiydTnMkEmGv18srKyuS24lEIrLJsVEhbGoYhsnQgx+AMAhencPhkIa54Gzgc5rWwflD2QpAJIzvxMSEqQSoaRqvra2ZvLOlpSXByOC98MC6tTQmJyfZarXywcGBVJ+mpqa4Wq3y4OCgqC7Du0Fe54033hBF6u71AANKdN5AGfRwJFI9Ho+0BERfzLGxMXlO0MUxZhaLhScnJ/nSpUtcqVS4Wq0Kz6RarfLLL78spEIA7i6sYcBJqFr9RqMhHYOBcsT7M5mMTD5CAtSs1Rp8vV6XpCVosCMjI+x2u7ndbgt3HtfFZoB8N04bbK7R0VHRhgSIhIhEJASbTNVzQEkPsXs+n+dSqcSxWIxv3bplWkR+v1/k5cFnwKmGFulwp1FTR2JU1b6cmJiQjYjfwdihEhKJRPjs7EzwHUTnUvaAPLdaLQkz0G5NnTN4G0Rkwi+0223e2tqSkAvvB0kM70clJJPJ8MzMjCSPK5WKuMGf+9znJERQvw8nK64Pb2dkZITHxsakf6nX6+VGoyGek7qOkLV3u90i0ttut6WCsri4yMvLy6xp5+35IJeH5KRaetzZ2eHFxUVB1I6NjfHs7CxPTEwI/B26FeiXYrFY+LnnnuPl5WVeXFwU6X94JPC4VFbn8fGx8F5Qkrbb7fzZz36WDw4OeGxsTL7/3wQS/W/9Ut1g1V1EIg16eEh0qe9Ta//YuKhSwGiAro3kDARHsYhUIZhIJMIWS6e/o0powkmDRX/16lXe3d2VjQCrj3tDaVR1d3t7e3lwcFBIQdvb2xLb4rvfeustMUaZTMZUzVBPZTQUsdvt4pEgzscpiHAMnku9XueHDx8KEAgMzv39fdl0Sjsz0VhIJpOSsQcuA3BjPCPyEETnAit+v99koBuNBt+5c4cfPXokoY9K4gIPAJs+Go1yu91mr9fLh4eHAgGPRqMCHe/r65NyYrfXhoPG4XDwxMQEZ7NZLpfLXCgUeGpqijc2NqRsrB4AgKAHAgGTAdnc3BQGZiqV4tXVVZ6ZmeF4PG6in2cyGbbZbKJNOjQ0xAsLCzJ38AwnJycF2IXO4sFgkGOxGN+5c0da3MGAwGAREf/u7/4uX7t2TZCuMKCrq6tCgnv77bdZ0zT++Mc/jvm7WIYBGw58fzXpdXR0ZILLgk3YTYvGAlMnCIMOxhzcOVVQA4keXA8MSCw8IpIOxUgQqiAZlFRBx8Xkq0g+bCgYJXWx2Ww2Uee5du2aeEc2m41nZmb4+PhY6vMQl+nO/muaJhl0/H+pVOK+vj52u90cCATY6XTy6uoqWyzm3onwxEqlErtcLhkjnMxoCDMzM8PRaFQ2LUhKGDN1PIrFolDQ1Y0Kw720tGTiIYCfcf/+fak+wMDgWZvNJudyOeG9QMYsFAoJ7gIiq2qvSSQgUS1aWVlhj8fD6XRaem3ivcvLy/z888+zxdLpa2Gz2QSiroahOzs7IqHv9/tNf8tkMiZBmrOzM56ZmWGfzye6jlBWAjYDxg7QZ5vNxi+88AKXSiUxeI1GQzQagFLFfUejUV5YWBDWKNrbwWADaXohDQOSTxaLhV944QV56NXVVZOkuAr7VZWF8DdsDjT4LBaLkmm2WM51/6xWq0nHAD8j0wzgVHcOQUWhQR8SMGiw3I6OjgT9puvnre6xCGOxGG9ubqoYdjmp0OYObE/cq+rqwzPBhgTzEn9HTgKbMZPJSKlseHhYZNbwfq/XKwYBYwsuRzQalXwFDIwammDzTk1NmcR1LBaLwHphENQEMF7wtvC9QJIiXPF6vaZ5hkutdrNGXA/1rkQiwWtrayYMAjynnp4eDgaDUkkyDAMEI87lcrIOkWyFQA2a/KBRMWDujUaDp6enWdd1vnfvHvf29orkvjoW8AxRluzt7eXbt29L6AxlKhh1hJxoL4i1DYOGa6v5HYSgRJ1QGvgGw5DObRfPMGAAYQnRKxIDDOuH90HBBoMEBKDdbueJiQne2Nhgh8NhalWGzYTFqcqOQR0JoBiczChvob8hcOvQOVSFY3DSpdNpHh8fl5KbChi6c+eO5AfGx8c5EokILRv4hv7+fg4EAiJBBtUhdUP19vY+hUOIRCICjVYhvdiUiGuJzpWbERrAEKjMy1gsxleuXGGPxyPP9tprrwkzEs8Eo6diLwArxomHJjKbm5us6x0pdhXAFYvFuL+/n4PBoFRGyuWyPKNKiIOsGuYRhhIvXe+0fANZbmRkhAuFggjXQK/RZrNxNpvlZrPJDx8+lE2OKg82HfAjw8PDUs7d399nTdP47OyM3W43n52dSTULGxtjgxZ96n2iya3P5zMpSGO9Yg329PSw3W7nyclJXllZkc+hEqYeFvCKtre3uVgsCjqyVCqBzn6xDAM2jlqLRTLHYrGY5MlwkgC0hNMGiwT0YrWtHGr0KM+pn8VnDMPTujR2AAAgAElEQVR4So9QBe1ks1ne3t6W0pLH4+H19XUh+6hdn3DfzWZTsso4AQqFgmnzoFqhei9jY2OC4nQ4HNKOPR6PizFDHG8YhjQuwff39PTw5OSkqYxG1HE5W60WB4NBuSZQgF6vV+C8WJSxWMwkrEJEsiAxL/i9WhFRO1EhPMpkMhyJRGRzHBwcyM9IDCPzjrkbHBzkZDJpSuxBdg05Dmgb4B5VhiURSf9Joo4Xmc/nRXsTJCnkZtSwolgscjAY5Fwux5ubm2yxdLqPYY3CQGC8jo6OOJ/PS9IZc55MJtnn8/HnP/959nq9nMlkeHFxUa6Jw7BWqwmACaVasGARlqqHw/T0tGlc1GfHfHg8HvEen8DtL5ZhUA2A1Wrler3ONlunCxBcO8PoqAXDHQXTLpFImPoQ4IRRY3wkoAzDkAw+NvzGxgZnMhnBQqhy3FjcgUDAlFfA7wcGBkT7EacnEmSqy5zJZMSaA59PdC6sgmQX7n1jY0MSgup18TOSqKiNA9uRSCT4mWeekfgeeAXV9bTZbHz37l2TJ6Yy97CgVZAOniUWi0kSEgrbcJGRt8lkMhKuaJrG165d48PDQ3Hbn3nmGa5UKpKvwQaGQAuSvPBeRkZGpESHBi+ZTIZ9Pp9QnROJBMfjcY7H49xoNHhiYkLk4UBm++QnP8ntdpsfPnwoBg2l35mZGZ6YmJCN+fDhQ5FpVxPQ8H5CodBTSfJYLMZf+MIX+POf/7yQx9D3cmhoSIwOyszIe6DrGNicuF4kEuG5uTn5LiQ0UVGBBzw+Pi4eHyjfx8fHPD09zffu3eOXXnpJpRtcLMOgaZopG65uwEAgwLFYzIRMg2uHBY+FAiuOTYZmJWp5StV+QHIOcS1OebvdztPT08L9J+rUwlU0Jty01dVVrtfrAqJRXXx0nQ4Gg9JLEFLqEOfAc1YqFR4dHRWWYTgclti6W6JsamqKk8kkBwIB3tnZEcOnGi14UoDjqvkS9D4YGhoSZWsYCjVXgcWMkw4hBGDCwBP09/cLkAr5h1arJSVgFVwEYZZWqyUaA938FeRmIMPm8/nEQyDqhIX37983CfDcvXtXDKbP52OXyyXlXq/XK1yU+/fv85UrV0TWHcYM/UFATb9586aAuEZGRjiTyXAsFhM9RrTgU+enVqtJORGgMMwlOpXt7u6a+pwitEUSO5VK8czMDG9ubko+x+FwcCwW40KhwJ/85CclHMOhgrkk6oSxU1NT/OqrrwoIbGJiApWqi2UY4Bp3Gwa32y0npdPplNg3GAzKQlHdXODMEXYAcIJTCPoK6gmlJhOnp6cFa9DtHeC71tfX2TAMsdovv/yyvA8TsbS0xPv7+zwzM8O5XI6/+MUvSg7j3r17or5ksZyrS2maxuvr62yxWLhWqz1FzsELgBjEwJqm8c7OjoRBiP2haQDFJMMwpNMUxEbUzYjrB4NBvn37tknboFuXQq1+4JQfHh7m7e1tPjs74+PjY6Fyq3MLOXdQk9XnQjUKixiNcmG0bDab5DGGhoakZWCz2RQ2rZrkW1tbk7GFnH0kEhHQEp45Go1KmAZPYnV1Vbp84SBBs9rp6Wl2OBx8eHjI/f39HI1GudlsCodH0zReXFxkr9cruSs1EYnyoqZpvLe3JyVJCAnlcjl+9tlneXV1lTOZjOSZrl27xvl8nqvVqoRTSPqi12oul+ObN2/yxMQELy0t8XPPPcfNZpM9Hg883otnGPr6+iTzDpcepTVw6yEWkk6nxTInk0nu7+9nt9stZTKic268uvjw/+vr66LFoCo1z8zM8MHBAU9OTppENkGImpmZYZfLxV/60pckSYbvUt1+nGpEnSQgYkNd15+SHccLCsFq9jqRSPDrr78um3B5eZlttk6bc5zYgUCA5+bmOJ1O8/b2tjAtkbAE7wKlsWAwyMlkkv1+P4+MjMi9I9bVdZ1XV1dNVGF1YQPpB4N9cnIiBhWL3Ol0ineFnA48KNWAQ7AGBg2GpK+vTz6v6k6EQiGOxWJ89epVuWahUOCDgwN+9dVX2e/3c7vdFiVsqH+tra3x8PCwKQ8Vi8XY6XRyIBDg/v5+vnz5shi8drvNLpeLl5aWeGxsTBCfODDAmyAiyQMh9zM8PMyhUIgzmQyHw2E+OjqSfpTr6+s8Pj7Oa2trQnB6/fXX2eFwPEXgU0lu4IeA7bq2tiaITKJzSnsgEOC3336b7927xx6Ph//gD/5A1t4TI3nxDAOsoLqp1MVYLpdlE8/OzrLFYpHEEcRdVX4CYjjw4lWeQb1ef6oEhgnAz1hESAQh1labv8Iw1et13tzclM/19/dLqFOtVtlisfDY2JjpNIcLiB4Iuq7z3t6eLD4AhFRh22KxKAbk+eefF8w/uipjseK5s9msqFCD0biwsGDKv8AzQLLL7Xbz888/z2NjY1ICw/0YhiE4EVWNCn0rDw8PReEZhqZYLMp8Yn4A6VbhyIZhSHkRArQwFNDA8Pv9HA6H2eVy8cnJCc/MzMj7UOpeXl4WXgU6S6sJ4VarZcrmZzIZrtVqUpVRO1Kp94Z7t1gsIiCMNWS1WiUPcnx8LH0w8D2Dg4O8v78v43BycsKxWIx9Ph/Pz88LJqPZbHKz2ZRwDp7WvXv32OfzcTab5eHhYZ6cnORbt25J3mtwcJBffvll7u/v593dXa5WqyIAjITvE+j9xTMMYOg1Gg2uVqum+IqIRIQCLjAmsFQqcSKRMCXYDMOQDLtqaAAfJiJRjPZ6vTKBoVBIxDNw0o2Njcmkj46OiksNJCYWEdxQgITAS9jd3RUvAOED/q7Sj+Hq4jRBlQQLDO7h6uqqVGkuX74s96oySIGCxJiALg74MQhZhmFwOBzm6elp2aQ4yTRNkzwBPAbE/ojhVW8CrEBd1wWU5nA4uFQq8cbGBjudThnHd955h69fv857e3tyysNoA/4NdiRwC5qmyT3Ci8DzpdNpqRYgz0BEkldQKziY/1gsJoK9gG1HIhET2tQwDB4dHeWpqSkJSwAcIurA75HHgnjtrVu3ROkc5XOsv+XlZTaMjtjNzs4Oz83NcW9vL/t8Ps7n85xMJjmVSgmuwu12i3em6oVgTSOcwHjV63Vut9siAry0tMRer5f9fj+M2cUzDOoLKC6g6+DWezweqferas1QNQbgB4kyKCXB5SQ6b8rRDRICqcXn84kiMhYr7gvGArh5nGbqgkTpC+U+GCrVOO3v73N/f78sNhXFBmOg6x0+P6o1UIW6cuWKbGxgEQzDECk19YTBGBCRqWoDyrGqXITEIZ4bwiuASqMsC+wFnvnKlSvCDD04OBAcgKp+BUyF6nnguXd2diRpi+8DQQuJYyR7o9GokKbQzu7OnTucTCalerC1tSUGWqU9I5SCEA3m5hd+4RdMsu7I1eh6p4nyRz/6UV5bWxMPD+sGfUmxmVFJsFo7/VJ9Pp+oKeHgQAVM3dhAURJ1QH7lclkM36VLl1jXdf7a177GsVhMvKPe3l4+PT01lYvL5TJvb29L7mxtbY2ff/55DgaDvLS0hDDu4hkGbJxPfepTsrm6DQbaiMFQQPtQ0zSp26KxKTYJfsap7XK5BFAC6bO5uTlZKCMjI+zz+USpGmSjra0tgaXiFMLpY7VaeXd3V77T7XYLM1JF+5VKJbZardIIN5lMciQSMbnNaiMT1QPa2tpiXe8IvwwNDYkeIFEn3IESFNxatE9PpVImGDUQjngmbBgVFh6NRjkYDLLX6+VEIsFLS0sy5vCEcPonEgmenJzkl156yZSLKBQKYnggYQ5ADxSWyuWyCSWockvQbi+dTrPT6RSikTouCB/UhjqappkStxA0UUlb6H4VDofZbrdLuRibStd1vnz5snhfwKisra1xqVTi0dFR9vl83G63RXru7bfflj4d8EgRfuTzeUHUOhwOzmQyEqrhPqHJUSwWuVarmQwIKnaAvhN1cApYsxaLRYwI7jUQCEiFLZFIoEx+8QwDTij1lMYmRBdoNH+FS6luOiw0TL6u69I0Fsgx9X3dSUBY7e3tbbkmgCq7u7um7lZQLsb/J5NJ2aTYwCB/bW1tifsJ9aKBgQHponTjxg0hDuVyOfb5fOKyAx8BlqR6v6rEl3oiv/baa9JjQ91IKAkid9Hb2ysl1nA4LBoXYHzC+CFnUiqVuNVqcaPR4J2dHU6n09LFa3h4mJ955hnWdV20GaAhqRoKaCAsLCxwuVzm09NTMWoIOeA9oV0dQhKMM3I5aJJTKBQkhFETncBRYK0YRqcHKUBIanIZBtPv90uD2FqtJt4mYPWtVksUtMfHx0UvFHku3K9hdISGNE2TkxyNgj/+8Y/z8PCw6Dleu3aNj4+P+dKlS2LQ9vb2BDNhs9l4d3dXwgh4Eyiltttt3tnZ4UQiwcvLyxyNRiV03NvbkxzShdRjQPIMZCdMFiYA/394eCiucU9PD0ejUZNICbwClOTUAcTJpeYisGCJOrE1kobQY1BPIrxQMgXfAHVwog5B5/XXX+fe3l5uNBomdh56OyDmhEYAvANN0wQ3oBqhcDj8VB9P9f9Vz2p1dZWtVivv7++bkHxqWRInlcPhEK8If4PxgHoV0JrQjMCYjoyM8Ntvvy2LTg0PkC/Aoh4eHubR0VEhh2GuUKpD6RGfwfMEg0EJwdRnRB/MpaUlXlxc5Dt37nCxWOR8Ps/NZlOo50QdSbe+vj5eXl4WrQIcJk6nk6enp+UZVS8jGAwKeQqNanW9Q91utVpyD/h9LpeTxPLIyIiEG8lkUhTC19fXRcsBHouu61ytVoX9izU6NDTEW1tbfHx8zIZh8OHhISeTSVHkxubH3tjc3OQXXnhBWuiBa4T9oOicXCzDgMkA4ASU6UqlIi4fBk7d2KDc4oRXUXN4D0795eVlSWiCuIP3IxuOBYUFAWAUeioC2KJuXpvNJrqEe3t7sgnBzstmsxwOh+X/kdgjOo8hVcODTba6uioLWd148ECQSMXvE4mEbCCET7lcThYPvvPKlStioPB7XddNIjfIK6j3OjExIae51+uVSgqeHSK1+LvD4RA9Rtyfrp+3dsf4ouQGRCfuQfXW4CHEYjFpuba4uCghFbydxcVFyVdAtBU9HIEE1TRN5hthZywWk1q/z+cztbuzWq185coVTiaTJrUvVfBF13XpHkVE/IUvfEFAZMFgUKDN7XbbROxyuVwmQZybN2/y9PQ0/9Iv/ZJJDl89wIBjQGNhHKTr6+vc09PD5XKZl5eXpcN3KBQSg3IhDUP3CxtQbZcGS6yedFAFQj9F/F5NGhKRQFzVuFQNRfACgw006nA4LBJaY2NjIt+FScvn89LjYGpqisfHxzmdTosbDcku5BHwLLu7u0JYcrlcPDo6Kvecz+cljAIxB4CXeDwuYwPpL7vdLmEFlKB1/Vztp1gsmowrjJ/FYjF1nibqIDzRiEetnOC+kLT0eDxiXFTjBnkyxNirq6vSAxPzpbrxqMAg+YuNAk9BVUXCXIFXgrG8ffu2lOjQYwGtAcGLIDpHdardtKAHCWO2ubkpDX/RmWtpaYlzuRy/+eabMhZIYFcqFX722WfFAKDyhKY+gFlrmiaCPB6PR3qW6LrO/f393Gq1BOcBFSvkJQA3B5r35s2bnEqlJCRE3uLevXvcaDSEWgAvRkEVXzzDMDMzIy3AsdhQ2iE6l0+Hmi9yBFZrp3/C0NCQTNra2hqHQiETuUZ9QQkY6DRsMhgKTdPkRMAiRCIR0mhYHOp1z87OBJg1MTEhNX94CjjJi8UiG4YhgqsolakGTak9s66LZh/rui5ZdLwXgqoWS6edfLvd5rW1NSEu4f6ALVBLjOpzTE5OiiIx7hVEspmZGV5fX+eJiQlpBIPr2u32p5CrqJyMj49LjgUlNSISZCT0Lrs9CzQgwvyo8HQ1FxWLxbjZbLKu62JwGo2GKGbj/nDqgjMDfImmaSaJvsXFRRnXR48eyc/RaJSLxSLfvHnTFKqWSiUeGRnhqakpU5iJahLWJAwk7kfVE+kW9b1y5YrcezgclkoK+p7i+0GIw3VrtRoHg0FZNypS9YkxvHiGQX1ZrVapHKg0aYi0gBmHigROhG4vQT0lVS0+Xdcl2QnL7/f7TZ2o8Z2YtOPjY/m8zWbjdDotJy2auMDAeTwe3tvb40qlInqK6r0hoYe4F+g53BsWDYBCY2NjwkGwWq0mFiARmZ4Fmxn3kk6nReGZiMQwIHsNAwWAE9ifHo+HBwYGeGhoSBKGuD+Qs/x+P+/u7vLAwICgHiuVisS26CuBhWsYhnheONmwUdRuXXa7nbe2tkydx/Da39+XcMNms4lsH4yCOucf+chHBBJfLpel1TwMBeTz0NNCzcUgLEC/if7+fmlqDCOLeQqFQiYglaqfgfL4r//6r7NhGBI6qR5xoVCQDl4IGzGHEO3N5XLy3cglADyGtQMZO4D/nn32WQ6Hwzw+Pg6W5cUyDLp+3nsPDwYyCzacSrcG9h+TgNfa2hpPTU3x9evXJYlG1IkHcZLj5MekA6euehaq1Fs0GuXBwUEBsKB1HBZBIBCQzkDwPNTyG1GngnBycmLiHlgsFpMEvNoLo1arcbvd5lgsJiVIok58OTIyIvF5b2+vnEhwV7HAksmk3IfKDFX1GrF44WVgwwD4pSaC19bWTHOE3xcKBTYMw7SpgejD5wE2w+chiIsEHq4F2DPuAeMJ9al0Os2lUsnUfNjj8UhX6UgkwqVSiY+Ojri3t5efeeYZE5YClSm8qtWqJCaRHMb9JRIJWYPwch4+fMgWi4UfP34sAivQqVQPHU3T+MaNG6IoPjw8zKurq1JSh2pVX1+flBWhHVqpVCRnAuM3NTUlXqzqieKAISJ+8cUXuVaryXuq1SpHo1H2eDw8MjJycbkS3ac9ADKIuzCYCDd2dnaegk4TdUqcKGnhOkTnqkZYcN3NXILBoOlkxwLFwgX3AqfplStXxBggZNnc3OR6vS4bERtP5c2rjFA1247+ivgb+AuBQEBiYtDNVdo4EUnzF9WlR7kuGAyaGJ94xmq1Kp4HNjNO+UqlYmIzqp4J0TkCUlWWVg1Go9FgXe/InF2/ft0kEFMoFITfcfv2bdnU+Dso40juDg0NmQBjNptN2q+hPAkFa5ywJycnkhwl6kCQe3p65BkxHwMDA5xOpwXLATzM+Pg4+3w+gZVjPlSDuLW1JdqPuJaud9Sgq9UqHx4est1u54985CPcbDZ5eXmZI5EIj46OcjgcFqxJJpORMnsul2O73S7GG8Q73M+v/MqvmObDbrfzyMiIScGKiISbAQ0Jn8+HNXIxDYNKJIHWAh4QC1JdgDiBkAiLxWImpR+XyyWuaCAQ4OnpaZPWgkr5xSYBGEdV4OnWSETyqJshuLCwILwBog6EGspOw8PDAmZCUkl9qWxG/JxMJqVjktXaaXhTrVY5mUwKzDcUConHg7HDM6G6on4HjKLFYuHnn3+eHQ6H6X6wwNFdO5lMysIFoQ1JTrABASCD1wLSG64JiC9c73g8LvOELL2aN1Ab94CNiGupIrT4HZS1cOJivOr1Ok9PT/Ps7KwYXryvXC4LtRmQZPTfxL0uLi5K0hgGfWNjQ3JECGGQREQod3p6yv39/fzo0SMxYIODg3x8fMyhUEjIUJDMh1qVOm6GYfBXvvIV7u3tFcLUwsICn5ycyL4ANcAwOo2X0SVLHdtIJMKLi4sXE/moQlRxwgeDQZEG6/YmoPNnsVj48PDQ1LoLL5UnAfcecvMqzl+Vd1tcXJTNg4WOLs66rkvpDCVAFV0JNxanhqq1h2qEWq/H/ZXLZXa73ZzJZETqG4lPeEcqlgPISJUTgJMPlYB0Oi0GEDoQmtaRVIcgSKPR4EQiwX6/XxYS7km99sTEhPwebFf0UkwkEvzgwQN2uVxy8vf09PDAwIAseiIyeQwwsqFQSMBQwI/A+KNHpNPplPyRz+cztas3DEMSrPid1+sVqPTCwgL7fD5p1NtqtUTUVu2EhQ1vsVh4aGiIS6USz87OcigUEgk4XFsVbTk6OuLR0VEeGRkR1x85l/v37/P4+LhJlSuZTHKxWOSVlRUxRqrxnJ2d5enpaV5aWpKGydlslj0eD7fbbellCu9mdHRUJACISGTvI5EINxoN+Sy0KC6sHgOy3EigIJewtbUlp16lUmFd78i0RyIRLhaLPD8/b+oJoQ52pVKRybHb7Xzp0iURYUGTk+6TG5sV7rHH43kqNlWNgnra4eRB2GKxWOREwP8D/4/nUA1FN4wbOAF8H8RY0+k0r66uiiuv5lywUWKxmIyby+US7wYuerlc5kuXLomnpD4jnmd0dFRCApQtY7GYSUgW34E6vYrvQCWiVCpJeGWxdHQfgTlAbmN4eFiEZ/b29kRbIRKJ8MzMDPv9fp6YmBDmot/v53w+z5lMRjQeRkdH5ftRMkTvB3htm5ubHIlEeH9/XxCqut7Rt0Dir16v88DAAOdyOY7FYoJ2VJ+5UqmYdCeJSLqmDQ4OSs4lFArx3t6ehMThcJjj8TiXSiXxwBA2Yy6BgL116xbb7Xa+evWq5JV0XedPfepT0hktk8mIhAAR8Re/+EUeGxvjZrPJxWKRDw4OxDheSMOAycQCRxyI0667HAbsADaV3W4X0RR1caPUh+YxqgtOZE7G4cRS70ftdIVFhcWJpNrs7Kw0/Og+idS8haZppuoItA0sFos0JwEzcWNjgyuViqgHY2HAbcQmhwuLZJmqhYiTFd/tdDqFQKVm4NX7w7/hcJhXV1cFfTc2NiYAnXw+L4hTZMzVMexW7yY67/Ks6zqnUimem5tjr9drStzF43HTIYCTVDVA4+PjQhoDS1XFCgBHoeaOFhcXeXZ2lufn5wWkpnoK4XCY+/r6+PDwkMPhsCSUYWQHBgYkvwKxlHQ6Lc+JdgOI+XVdN6FXic5ZmbOzs5xMJnl2dlZK5FC2Pjw8lPX3yiuviD4Gxiifz3OhUBCIPJ4BcvnxeNzk7cEzyufzuMbPzjAQUZKI/jci+ksi+j+I6CNPfh8kot8nom8++Tfw5PcaEX2ZiN4loj8notGf1jCgfTqRuQEsdBhVRiKQi6qHoLq8hULB1K8Rn3G5XCK8gZ4ORGahTfAM7Ha7nBYWy7kqNaTgsPnU2BUx+trampRTVR6H3W7no6MjE3gI2Wv1GdRNDcOEHEypVOJsNisYCKJO5eHZZ58VKftMJsOBQIDX19fZaj3vQ6BpmvTs3NzcFLcf+Aqi8yTj6empxMMqA9Tj8YjMmcPhkDFcX1+XTYNrYEMvLS1xtVoV4V30scBzYSHjVMR3HRwccDab5WAwyOFwmF988UVZE6ohVkMz4ARUlWmXy8X9/f0ciUQ4Go0+1fZ+Z2dHlMnr9Tp/4hOf4FAoJF4mvMvl5WUOBALC4tza2pKSLeYJ8wbjBsASEqtOp1N6gALgVC6XBTYORGhfXx/Pzs6K15jL5binp4fHx8elVAtDaLFYeH5+XvYHKN2apomU3c/aMESxuYmoh4j+hogGiOjzRPTGk9+/QUS/9OTnLSL6n58YiBYR/e8/rWEAgIiITLEjCCfYpBB/VU8mgHcAYcXvC4WCuMvYjDabTcArhmFwPB4XC4+msuDOwyrDkqPRiFrSBL4d32m1WmWzQKwE6D8YMjwHJn1pacmExOzmIOAz5XJZiD5qZQUbQ8UHQFwG10BcC4OFGFzTOtoLeNZuRqa62PHCoh8eHubPfvazwjBFYqxQKEhSNxgMssfjkbZuoM/jmeLxOBeLRR4aGhJDChISvBt4TmoJEhsehhtYk2w2K1TpVCrFbrdb0JGYY4fDwXt7e6L+jY02NDTEc3NzvLGxwX19fWI8zs7OTB6t2tsCpddarcahUIhdLhe//vrrfHJywg6HQ2J9lUdSKBT48uXLnMlk2OPxiFeM3AyqYYVCgUOhkBwcWGfxeFyM0dHRkamDl6ZpIk4EtOSTvfJvF0oQ0f9IRKtE9NdEFFWMx18/+fm/I6Jryvvlff+1F3IK3Sem1WqVbsBYRGpeAKAfFeIKLD6SSOg2ND4+biI1oeEnUSd76/f7pccA6stEnTjbMAyBlaJK4HA4uFwum6oczWaTvV6vdBaiJx4EvjMSiUismc1muVgsimHwer1SenK73QKBVVvY4fmAhHO5XOz3+7lWq8mmhuZltzFAHwX1Whj3TCYj9Gl0cgIUGO9VQyo8azab5Vgsxi+++KJ4ad2K00B1GobBqVSKI5GIdIkGM7Ber4ucn/pZzPHc3Jy4xfj3y1/+slQH3G43DwwMSAdol8vFzWZTtCKQn8H7FxYWTMpVqOhsbm6K8GoymZQsv67rIj2nhoOY4yfS7Dw1NSU9L4jOy4cQnt3d3RUNSHiKSEqD/o9D0WLpdNRWWccqNgWv27dvy5iocG2MfalU4p/7uZ/D+/9tDAMRZYjo/yQiLxF9v+tv33vy7/9ERDPK7/9XIhr/aTwGdTDhXsJQ1Ot1E7oMg6V2aOrp6eGXXnpJBhgNa9SuUtjIqmRZ92JExhubGItIdT1RIlORgLgnQG1hPDCpuJbakwD/RqNRIU2p3bZgDJLJpCSbVFcbkmRYGJrWkZJXEYMgCXUbXtyPmkz8sPcQkSgqqW3hYYQ//elPS4KxG6k4MTHBhULhKVIQQhSQ0IjO80a1Ws0UBlYqFZ6fn5eQ7dlnnzWNg9vtlpd679iEgUCAy+UyOxwODgQC4pkB26CqS21vb5sk0xC66bouvB00rwHDEc+M9RGLxdgwDBkreFEo/9brde7r6+NEIiGeMRC9MEKGYfDBwYE8I1okAmtht9vl/YFAQKo3DoeDr1+/zg8fPuQbN27w4OCgGgb+1IZBp5/yP03TPET0PxDRy8z8f/+/vfVDfscfcr0Hmqb9Z03T/jN+t7a2RvF4nJLJJP34xz+mWq1GmqbR3t4efeMb3yCHw0HMTIZh0AcffEBWq5X+8A//kIiIdF0nv99Pv/M7v0N/9Vd/RRaLhf70T+ofT3UAACAASURBVP+UarUafec736FsNktERD/4wQ8oEomQx+MhTdPo/fffp1wuR1arlaxWKxERvf/++2Sz2ejv//7viYgok8lQf38/Wa1WcjqdRET03nvv0QcffECaptEPfvAD+ta3viX3lEwmyWKxULlcpr/+678mIiKLxUJOp5OKxSJ9/etfJ13XSdc7w8/M9J3vfIfee+898nq99L3vfY8KhQIZhkG6rtNf/uVf0ve//30Kh8P0d3/3dzQ5OSl/+7M/+zPKZrPkcDjoX//1X4mZ6bvf/S795Cc/oVKpRLqu0z/90z/Rj370IyIicrvdZLPZyOPxkK7rxMxyj8ViUe4nHo/T1NQUERElk0mZi2g0SoZhUDqdls/91m/9Fv3N3/wNffvb36b333+f0uk0eTwe6uvroz/+4z+md999l959910aGRmR+TcMg773ve/RBx98QP/4j/9IAwMD9Od//uf0wx/+kH7yk5+QxWKhgYEBKpfL9M1vfpP+6I/+iBKJBFmtVvrbv/1bcrvdNDY2RpVKhUqlEsXjcbLZbPIcmqZRrVajhYUF+pd/+Rf61re+Re+99x4lEgnq7e0ll8tFXq+X/vmf/5l0Xacf/ehHNDQ0RNlslr73ve/R3t4eff3rX6elpSWyWCz0wQcf0Le//W06Pj6md999l374wx/Sd7/7XfrhD39IP/jBD2hgYIAMw6BSqUT/8A//QO+//z6Nj4/LvI+OjtKPf/xj0nWdvvGNb9CPfvQjqtfr5HA4yOl00sjICP3Jn/wJRaNRSiQSVCqVyGKxyBp59913KRqNUiAQILvdTmNjY/SNb3yDPvjgA3r//fcpmUzKuvyN3/gN+r3f+z36/ve/Tzabjd577z1Z2z/1fz+lp2Alov+FiB5/WIhA/x9DCaJz1iPiZbDu6Ik1hVVuNBocDod5YmJC4nibzSbMR3x+dHSUt7a22GazmfIHiG3VEhfgtLFYjC0Wiwiq4ASAx4ATDy61Cgzq9jzA48f9AY2plijVUhfcVKJzkRNUTiqVCjcaDUn44TPQQgSpCWzGcrnMs7OzPDw8LOM2NjYm46u6+16vl2u1mnR+xslpt9slnCLqhFvI6UBLMRaLcSgU4mq1KoQw5GjQrSsYDD7V76NWq/Hh4aH098Qzqd7f+vq6CTcAL0xVjkomk5xMJvnRo0dSbgXj0OfzmURf8YISt+p1ofyJEivCQTxvOBwWSQCn0yn4gWeeeYZnZ2eFawFeDO4Xz7G7u8t7e3ucTqf55ZdfNvXdVHNTAwMDvLW1xblcjl955RXTPQYCAansgKCWSCT4q1/9qgkE92FrEaQx+hknHzUi+lUi+mLX7/8DmZOPn3/y8zaZk4//6af4DtZ1XVB1auINbcoRVwMmjQlQKwJwt1F9wOLNZDKmPITq0gKsA6w6DICmafziiy+a3FOw8LrxD8AdIDzJZrOS1FOly5AMwn0jf4DfYSEC04Ewod1u88LCgrTbU2HbSHwRkYRQyWSSDcMQODGeS11oWPAwDjAeqHRATwFGAQZNTZIC8UfUSUKqYieGYQjGgIhM9wlQFbpIwVChiQvcdmw2lOOazaYAvFDGtNls/JWvfEWg0YjN7Xa7hFSpVIpTqZSQtZB3AVkJPIluiP36+jrfuHGDt7a2eHNzU8ZJlbmz2+28vr7OgUBA8lYwLoVCgZvNpiicQ6WbiPjWrVu8srIimx10flJCklQqxQcHBzJPagm/r69Pypgq/0cNdwGUA338Z20YZp580Z8T0Z8+eW0RUYg6+YNvPvk3qBiS/0hE/4WIvk7/jfwCDAMSieqmxSB35xUMw5DJPTo6Mr0fICJ1geq6bsIrYCPCk8CEqL0U1Be+v6+vj0ulEp+cnMgJg8lQFwvq/MPDw6Zr5nI5KWdubW1Jxj2Xy7HH4zHh+ScnJzkYDAqJCOrV2BCappnIXwBTvfXWW7LAkV9Rqyd4llQqxWtra4KJUI3X0tKSacOqRktVSSbqeEDo/qyOGURN1JxDIpHgzc3Np0p3Dx48MJXlVAgykKcgEqn8kvv37wti8cPmjYikBJvL5eSkV5GPQGsSmRm4/f390iEcFRFsYiB1L1++zKFQyKTZubKywi6Xi4eGhkS1CSjYQqHA7XZbtDNCoZCUjInMTW3VdYd1Va1WeX5+nlutFudyOQ6FQrywsCCecHduSqV8P4GeXyyAk67rXKlUTCAmtYSIFwA/MCRwnZrNJqdSKVmcmEyAYdSFhnKSet1cLiedhCDWqvIVwuEwj42NCfQVpy8AKDabjVdWVsSNfv7557lcLnOlUhFrX6vVpJyKTYjQB4sAv0cVQTVkwWBQEqIwKFgEaNG+vr5uwu7ncjkRYjk8PJTkHvo0ABGnuqA4BfHdAPK0Wi0RIsF78blLly6xYRgmrAMWOtF54hXVn2q1KjgPnGgQSLXZbPyRj3xE1JmKxaIYkJGREaGIg0IND7KbF4JWbZhziOsUCgUpTeKwQCIPYz4xMcFvvPGGXKtQKPCdO3dMm85isUhy0eVyscPh4Gw2K/ODw2ZtbU3EZ9B+UG0APDY2JjoRgUBA2Kqq0hO8XZTePR6PrKtLly5Ju0Sn08lf/vKXn1rfCnP3YhkGFakGbjsRCWxZre/jlJ6ampKuSoVCwWQ0VLARBiccDgv4BvXtWq0m8SNOA5vNJi4xNioMFly5ZrMpsT0Wi8pU7AZfTUxMCNkJ96cusmAwKAudiKTPAbgN2EhwZQHAymazbBgGb2xssKZ1+kICNKOeih9WZfD7/aZS6I0bN3hoaEia2WJxTU9PCxYAz49QA89ycHDAs7OzXC6Xud1uS8iDZ8PpqD4vUUcvQtM6HZQGBgbENVZL1EQdwRT13mdmZoTtCsEXUPTxrFCpRls6GBHV+BKdg7kgAoxWdHDDu58XzFar1SqVlqtXr7LdbpfPDA0N8fz8vKxDeAzoUIV5fOGFF0RQVmVZ4rDCszgcDu7p6RERYlRpiDoAMJW9G41GeXFxkS9duiThIMrFF84wqIs3m82KnJlqMLAIAWIBNfett97i3/zN3xTatHpaJRIJ7unpMSWhIPFmtVo5FApxo9GQjY+JxOkAMFM8Hmen08nlcllILNvb2wICstlsUkoEC9Ln83Fvb68scFVTEQYQgCs1HMBpAg9ATYCqbjQSgzjxkQi12Wwm3oP6M9h7qiDN5OQkl8tlWVygcKtzsr6+zvl8XhKoFotF+iqAk+H1egURilNeVcXCyQrXfmxsTL4zl8vJ8+AUR7/J69ev8+TkpPSucDqd0o6+VCrx3t4eT01NSfioaedt5DHvEG+Foes2kmhzWCwWub+/n+v1Ot+8eZNzuZwJQ4O1mEwmBQGpsmLxvs3NTVmn0GhE6GcYhiQLr1+/LlKCOLyIOuHZwcGBSMoFAgHhP0xNTQl2wW638+zsLJdKJQ4GgzIP8DLi8Tg3m01pAn0hDYMao2OQoVTj8/nk9EfeIRwOm2LLaDTKGxsbwmNQhU+wsUAGQjMbok5XJCQ31fAEEwnRFyyIdrvN0WhUCF3YZD6fj7e2tuTzKhZefa5Wq8ULCwsmFaaxsTE57ZrNJt++fVtATtlsVuDDwNWDt99oNASliM7Rg4OD7Pf7JQGWyWTkhdPaZrNJ817kLLBhjo+PTUkudYzhtmuaJiGFw+EQt1c9kaFvCIEcqA3BQ4MU39bWFr/44osSvqH3RqPR4Lt37/LGxoboEQBkhCRkLBZTFZCZyNytGxvtSU8FU5UFawj4AcyDYXS6c42MjAiHYWxsTIw8QGhoOqTmxCYnJwV/MTAwIPkLaH4S0VPhlqZ11M1xOPl8PpkLVVfE7/dzPB7n+fl5vn//Pnu9XpGZw/gvLCyYtDFSqZQ82xPP5OIZBvU0NQyDj46O2O12m7L4tVqNl5eXub+/39SCzmKxmAhFOJUQ8xOdt5cD4g6bYXFx0USowXcFAgEBphB1AFeHh4ey8e12u0ksRn/C0FN7PHQbOnyH2s+RqBMDAmYNY4D3qoCbnp4e7unp4QcPHnClUpHOzQAKhcNh7unp4Z2dHe7p6eFSqWQKF9S4+PLlyzw+Ps5+v19OPRVUhPgfna6R+Oxe2KpeA7yF7hNZzR3pus43btzgeDzOvb298v7JyUk54QH31jRN1LdU1Co2OMrL6nfZbJ0O33Nzc6JVMDc3JyXK0dFR+fzU1JR83uv1cqPR4Lm5OfESHzx4wB6Ph/P5vIRChUJBchfwrvr6+iSngKQ4jGuxWBTRFxgKzH0oFOJIJML1ev2pNWO1WiWUBlWe6Jzyj0Y3YBqrACeMo8pPeXLti2cYsMi6uQlqtluNpdSJwGCqLp16IquLGVa+Xq9zrVYTQRZVU29kZEQkt5FgjEaj4iqr8TIy5fgbEJH5fN6kgqRpGu/u7kr5U+UAoIwJjUiVJ4JTT+2/iFOyUqmI8YPBmpqaEk7G5OQkDwwM8OHhoSw8ZNvxHUAQLi4uSmLPbrdzsViUzs2xWIwPDg5krMPhsMwPvlfNaeA0RklQNcYgQ0EqT9c7cu8wYAh9wGLE2LVaLR4fH+eTkxPhVKilW13X+eHDh2IcAF22WCyyFnp6erhQKPDg4CDHYjGRd4fxViHoKAmiFIn7xJoEixF6G+DW4LPlctkUIoLdq+u69ChFTgKoV6LzJktoXFQqlbjZbHK1WuWTkxNuNptcqVRk/aqVHxg5rKtarSYtA5+Qvi6eYbDb7dIvAJOkJg/xHvUULpVKMhiTk5P8xS9+Ud7bXZOGi4VOS1NTU7yysiI4e3VxY4JjsRjn83k51bqvCYz8h73Qi1Htkgy3OpVKPdUJa2dnh5vNprju2LCtVks8l97eXl5eXuZwOMxbW1scDoe5v79fjAkUkJHF7uaf4KRUVYnVRCPYpBhTGCB4MlCMxlh296aYmJgwGTyIumhah2DUarU4mUzK8+j6OaUYnbuOj49NXcNULw7dyLa3t9ntdvPp6SlbLOeSawgZMIeRSIQLhQLPzMywrnf0L3DQTExMsNVqlQ5RgLWDgh0KhWScms2mJKR3dnYEPIU1q1bKMPY4pYvFIgcCAV5YWBD4dyQSkfHA5xAmut1uEWWxWCyi1pXJZEQFTN0v6hoaHR1lv9/Pfr9fuD3NZlOa/lxIw4DEDFGH2orkIBKQx8fHJmmyzc3Np2rq6qIAOUXXdX7zzTeZ6FwTADTkQCBg4vkTkSl8wIZ2OBwiGEp0Tq3u1nKAJgKeQdfPefl37941cSNwwuCZ3W43T05OygIE8nNmZob7+voEm68ySjEetVqNe3t75W8+n09k12q1mqndGZ5X9cTcbjevr6+LZ4W27EQdvAMIWEhsIfGl1v1TqRQXi0UZIzzr4eEhp1Ip0ZNQk8HY1B/72MfkVEe8rKIey+WyzNnExAQ3Gg3R/4QnAj2M/f19JiJBVbbbban4wDjHYjFxvXH9qakpAZ35fD7BqeTzeW40GqIgBeNdr9d5bm5OqgOVSoW9Xi+7XC7e3t7mnZ0dzufzIgJ8fHwsQr4rKyviLWAe+vv7+fDwkDc3N/mzn/2saa1CQBbzfefOHTFaWK9qm4D5+XnOZDIcDoelKdGFTT6qm0ylLatuHjaRmqxBog2lI7XlGxEJACqdTosrGAgEeHJykh88eCBxK2TSM5mM6EeqlQ4k6fACfgHuHDYMePqAtAJvoCIPdf28NwTid13X+dGjR5xIJGRTwCWGxoKKeVB7ISAJGo1GuVwu8+rqqmAuVAovXGB4Aqurq3x4eCiezODgIK+trbFhGOLed2taoPSnGuRyuSyeDnQE0um0AKqOj49lIV+9epUNw+BWq8WtVosfPHhggoZjQ+B6oVCIU6mUaCWenp7KGnA6naaKg+rNAOwGlxz9GdTTXE0e4oSGbD7aAPh8PskBoMyt67o0sMUcqHPxa7/2a6LEhO9RukFxIBAwhTBYB+gPMjY2JlLywGdEo1E+PT0VTMjCwgJrmsYf//jHudFomEqlU1NTPDExIV3QVlZWUI27eIaB6JwyDSAOBk5VeFZPPFWJCCdzNysTMSPcShiJW7ducTwel94OrVbLZIy6sQxE530e1FbptVrNJMaqZr6ht4jJRdMWNT5VN5d6/3DDoQmh0qiXl5eFEp1IJGTTAQaNjsxYcIZhiHFBHwI16Qija7V2Ws8DTqwqTuP7gDNB41Si874Q6hwWi0WORqOcSqX44cOHHIvFuFgs8pe+9CUmIukbAtUj1fio6lPpdJrj8biJkdrf38+JRIKnp6d5ZWVFcjl2u5339/elXZ8aMkFdG2tnampKxnR0dNR04ip9GJiI+JlnnpGTHU1wDMPgR48eCRYGJXbMHyDOt2/fNuV/QIvHmg0Gg7yzsyO9RhHWrK+vc6VSESOez+cFCIbQRU0sq7QA5DSwXjKZzM9eqOXfyzDAZceCUBu86HpHmw9uE7yCmZkZnpyclOQQFiUGUXXlVTQYasMWi0WyvSrWAacWBh6JH/VkIOooHJVKJeF4TE5O8t7entynmnyMx+MyodiIKllrYGCAo9GoKaMdi8WE4qsanb29PYHIQtUpFovx7du3Tc+KEAj3AJce463rnY5PaGmHhe1wOAQ1inFUN5hKF8ZpCvQdGs8Av1+v1zkcDnOz2WSfz8eXL1/mVCrF8XhcFLWfe+45jsfjsuiHh4c5k8nw4uIiV6tVzmQy3N/fz729veJB4H7Q2BgycTs7O3Ivq6urPDo6KhUs5BnUbmEnJyecy+UEMQrIMkBmSCQjEYjvvXr1KlssFr579650DVcPKOSlsCZhZNWO3pjvZDJpUviGMVA9xGQyyZFIhJvNpniphUKBY7EYz83NcTAYNFWEQIrD/T/5/cUzDFh0+BnQUGwk/B4v9AgErx6eRqlUktNLPb1x4nd3KlbhyWq1AZ2NG42GCWjl8Xj43r17wlLs7kalQoVV5BpOuaWlJVNJEloJSK7heqOjo+xwOEwei1rXdjqd4hLPz88LUQZjmE6n5b6DwaCAg4jOyTUQNIGICXQLUF4jMvd5tNvtsmhtNpsYa+QOUF5U78HpdEob+Xg8Lt2iVSQlTrjl5WVJyJXLZT4+PhbyETYmwqienh45TFRQGA4GVfIfCkm7u7scDAbFYBeLRfEiY7EY1+t1IZEh5gfpCqFuOBzmfD4v+ZpEIiH3DFAcvhtCrevr63z16lVuNBomz0RV9Mb6wmesViu3Wi0ByxGRCAFBAg7zgLUDL2pqaorX1tYEXNXX13dxPQZsZBBBuk86DBziNnSWRpyHBBsUd9UT32azmYhVPp+Pt7e3n7LKmtaRIoOLrwKY1J9hcFRDpno3+Lenp4dXV1f5ueeeM0FsrVYrz8/Pi2fS29srrjIW6vDwsGkDu91uUW+CgVM5DqFQiOPxuCwy1eghZFBjeZfLxcPDw6aMOjYV/r+np0e8M1B9VWSdSl82DIP39/eFsoz6upqdX1lZER1C5E/QGj6RSAilHmvB5XLJ6bq+vv4UjyMSifDw8DDncjkRxYFhRY9TPDfmtlariZyaOid4LwzppUuX5BkgoIPvBhgN6FuiTlUsk8lwtVrlqakpOb2r1SprWkfFCveRSqXEACBECwQCvLKyIvPg8Xie6mmpJoxVTVSLxcKtVotPTk54bm5OPC3kI7CHLqRhQOkIEwAAB1GnptuthYAFiYWk6zoPDw/z0NCQoPqA1MN1gWrTtA6vf2BgwETUUsFU4+PjfP/+fcEPQGRUPYmwuFWlJ/wNuQer9byNmGEYTyUdw+EwZ7NZabKL5xkaGhJsBJ4P8nPoHAU8Pp5VpXWrm6JcLj/FlgwGg1wqlUwisaqhdLvdHAqFRM4fpyi8DrjIMzMzUnpVvSVgQBKJhGwEXHtubo4tFgs/++yzMlY+n4/Pzs4k7FA7eqm9MDEuuA90vRoaGhI9CHgcWBNEZJqjZDLJrVZL8jqNRoOHhob46tWrXCgU2Ov1cl9fH1erVeklgryL2mYPZdV6vW66vq7rQhXHfKI3BJ4ZFYx4PM7JZJLz+Tzv7OywYRgi+7e9vc1DQ0N8cHAgKE8YbrRNBGAunU4LfuXVV18VOgAMzxMd1ItnGBBzg5WoWkroDKgvNFpVIbCIJxHz4vdQ5UXPSKLzxF+j0ZDqAyw0SkTInuM6WHSAW6PJLk5alEVVctXo6KjArSuVisTh3dfExle9I8sTbUC1K5aKpYBnFYvFOJ1OczgcFi4IgFmAGqufxbXOzs7Y5/NxLBbjRqPBu7u7kuGGAUMOA1DydDotiTl4LygNYyMXi0UplRKdx9dqJcnlcvHc3JwY2p6eHu7t7eVGo8FbW1vilUFSDhUJGD+EOOCI4NnW1tb40qVLHIlEuN1uC24Ep7Kq3wHPqa+vT4BKvb29YvQGBwdFyBblT3gvfr9fkuS4/sHBgUnTU+2HCY9LpViPjIxwuVzmjY0NQXoiPAZFHN8J5u/ly5e5WCzy1NQUb29vi1HGAQdqN+Znd3eXFxYWLmZTW3Wxo3sxBhSLiOic1Wiz2Z46/VTdAcTTKoIQLvrq6qpUNzBRKkoSrjU6EMdiMd7Y2JAsczcEFwg0VX1KRWGidq6eysAk4JRfW1uTJqnovA3FII/HIxnm3d1dU1lM5SwkEgmB78KgqWxO/AvB1mvXrslz9/b2Covy53/+5zmbzUriKhgMcrPZFFUklFJVcRBsTIvFwru7u5J01HWdp6enTYQ0jMHBwYEYCtwnFjRAV+Ab3L1796len/Ccbt68KRyFSCTCyWRSGtbgvVeuXBG8AcYc+RGVtRoMBnlwcNCUxIMhwvyq/SWOjo5EC0FV2IahaDQa7Pf7pRco3oNDq1qtsmEYQtLzer0CkgoEAlypVLhUKpnGBWO9vb3N0WhU8BLw1m7dusXLy8tigJrNJp+engKXcrEMAxaIWjlot9us67r0FEBWHkkgtE7D4kwkEpK0wYb0+Xz8q7/6q1wqlcQVtFqtotAL78Bms4mLCCO1s7PDuq5LC3o1tsVCgr4CvhNsQ7irqgHB5CEHAm8Dp2q5XJZTDs+oNkzFpoChQbYZrjKaohiGIYQrp9Mpkm+4Hgyken0YRKvVKuQ01bAh/9Fut+W5fD4fT0xMyFgMDw/z/v6+qUkLQjo1qZvP53lkZETGrtFo8ObmpgCTcrmcqDkTnbNQC4UCv/LKK3La4plqtZpUjGy2TmfoTCZjYmzibyo4DMAnrDHD6Cg44flwf1tbW3JYjIyMiEeAcBTjBK8GWAq0r8fflpaW5FQHzRzjgXuy2+18cnLCm5ubPDo6yq1WSypXjx8/5qGhIYG6I6eyvr4u+ZCZmRkOBoOyDhDqTk9PI3F9sQwDBkbt0ai+sPjUSoV6EmIS8P9jY2Mml9vv94virt1uFy0HLBgV5w9txQ+7DywObBh1YQCxp94fDBZ+hhECngBGhOhcWVhNhgKngZMW3ACcsNeuXRN1ZCysmZkZTqVSXK/XORQKCU35w8hNuJ7dbheXHAlOvEdtU2+z2UwcAMwN2J3qKY1Nsru7K94EGqaggzQaqgwMDMh4wKV3Op0cjUYlFJqdnTXpXdqeNCFCngDkJE3rqGTfv39fWslBCl5164nOk3nAS6DxTiAQ4MHBQeE3+Hw+np2d5aWlJZFvU09pzFsoFBKsS6lUkrm2Wq384MED/sxnPiPrQMVt4CA4Pj6WfAIqLu12m202m6lLV7vd5v39fWlTVy6XhUmLpDrWyOPHj5mIEOZdLMPQDWtGnwGcPNgo8XhcKKnQGNR1XRY9lHlwnVKpxLdu3ZJJsFqtpnIR8hNXr16Vcp8q1KneE8IELB4YlpWVFSmdYhGAMg2EY7vdlo2tCoXA0KmZcxi2vb09yXVAHEQV7yAiU1kMOREYKMjILS4umrwXlf8ATyQej4t7C2GYS5cu8ejoqCAo8Sy6rgs4Cd4B8iPYTOVyWZrzwuBYrVbJKSDZiGYouCYEXiwWi5z6vb297PV6ZQwqlQoPDw/z7OyslCE3Nja4Wq3ySy+9xGNjYzw0NCQlPHieqtAs0TkhD2VkoF1hRNFlWyVCAQmJNYDkJhKJyA8EAgHBUsTjcVMDJOQS1DwJjKhhGJLQhEGE0C/u4ejoiG/duiX3DyHaBw8eyHxAcwPCtUoX7YtlGNSyIxYxNhBiS7Ti6unp4XA4zLFYjF0uF/t8PtmkVuu5IKtKc1VPcjVGhxGCEYhGo4LBx/fjdO/v72eHw2FSCSIiYSR25x5gpbEJVNAK6vI4abqNUDab5aWlJe7r63uqJTxOIjW0GRgYkEWB1nvYCCAcIbTI5/Nyr/g9TqJWqyXjBnoxDPTw8LAkIUFGQi5AHVuEg7hvNILxer0yrthYMGwgT6k9HzweDy8vLwsgSX02oAdfeOEFyV/gu0ZHRyWxDHQjQES4Lxg5TevoJmBNISfwmc98Rr4TXgW8yEajwX19faLZqc4FQpxKpcKTk5MiJPO5z33OxAzGCxgNrH1UMpD7GhwcFEEgqHh1e6hgi+ZyOT45OeGtrS0pxeq6zqenpxyJRLDeL55hwCJDZQBJHrVC0e2mY2MiiwzOPhYcMvRE51RpFZeA+FXFPhCRbCBM3u7uLjudTo5EIk+JyuK+AShSJkH+xeZC4k7XOxqXQ0NDQvTCe4vFougsAM2Jf2GEcPJgg7/22mvyWSIzoSYej4vrjO9GubNer0v3amwENc+DE290dFRkyVSdRHhro6OjXKvVeHt7+/+h7k1iI1uz/L7vxsRgzDMZjCAZwSmCU3BmkEzOySGZZGYyp5fv5XtZmdlZ9YZ6r6vq+VXVa6kL3aiCUFa3FiqoBaN7JwiwoW4ZWmnTC8MLryQIlm21VioBXnjhhZaGt8eL4O/w3JtsdS2qDHARyEhGxL3f/YYz/s//yB/8wR9IsViUdrstxWLR1+jm4OBA54JagIGBAZmenlZexoODAx+YjDHZyle4CtCmk5OTEon0iG+BkjM3lUpFWq2WLC4uqGPIqgAAIABJREFUaqzoq6++0uulUil5+/athMO9DlVo/XK5rB25GO/HH3/sizl1Oh2p1Wo63snJSV/K2/N6zWGYN4iHAIORxRoZGZEf//jHsr29rfGVzz//XOs8bNyMoqhSqaRs4GS+yG78xV/8hUxNTSnpDXymt04woCXtYfrFL36h7zOZjK+Yh6AZrcjv378vExMT2u/Qsvrgf9uiKsx35/ydgslUsPDW7N7Y2FDoc7FY1Bbo796908Ip65sTybZCjOvOzMwo+YYlCpmYmPCxTFkB2Ww2VbPX63VfqvTs7MznpjjX86OxdFZXV31kNNZ143tLS0u+8T948EAFyszMjKRSKfn2229V6IRCIdnd3X3vOfH9gYhzTxidut2uJJNJabVa8sEHH8j+/r788pe/1KyPFcrPnj1T/kWsQtakv79fuSe4h3O99KUtOAuFQj68QDjc68cwPz8vqVRKU6uTk5M+RYIbgms5PT2tvJiwdxHfqFQq4nmepraZXzpTLywsSDKZlFQq5QsiLy8vK9dkrVZTfg2yELOzs5oRQnlhHRYKBYWmJ5NJ+cM//EPZ2tqSZrMp8/Pz8tlnn8nx8bG8fPlSQqGQ/NEf/dHtFAyW/MO+rMXA5xwQIKw2sh9kGHLumvIcXgD7GZqD/g+Wj8ACloIYABZ3c3NTqdbwCcfHx32sRgMDAxpRDh7g4H0uLy/VZ7ea0rmea5JKpTTfbw+EbX9uA56kvpxzyjAci8XkyZMnGmEnzuBcz+f++OOP1fRttVpSKpW0OtA2+eEemODO9ay2TCaj62aflVZ1FkHJs967d0+ePXsmpVJJ56PRaKgGhSsBtOLCwoJaisViUa3Eer0u1WpVyuXye+g/nrVcLqugwbXzPE9GR0dVyDcaDdnY2JBCoSCDg4NqcUYiEfnmm2/0euPj49LtdjVdHuRIqFarPgsSQcb9iQ0tLi5qXCO43y1kul6vy+rqqvbMgDD4+PhYJicn5cmTJ7K+vi6Hh4eair137x7Wye0TDLVaTf0/C1/G/4JajQ01PDysdGjpdFqWl5dlamrKhwJkkgnylEol+fbbb30+MVWRmPMQiZLWw5Kh+cv6+rpqTfLXtt6CA1UoFCSfz/uyGLgjVhDwwoSm/6MdFwG8iYkJ+eCDDxTARdoTjUZlpLWweA57QBAwhUJB0um0ugXRaFTm5uZ81OVYGu/evfNZGXaTM7dbW1sSDocVsYk7VK/X5ejoSD7++GPFkBCvYI1WV1e1ZqLdbqtgoaHtj3/8Y3UtoONrt9uSSCT0u+VyWVsJcEA/+ugj/V2r1VJTnMwD+4PsS6lUUvcmm81qDGVwcFBSqZQ8ePDAh2a0TXaAexcKBQV/Oee0hJv5nJqa0rgTaww6d3R0VF68eCF/7+/9PRUOcDgQWCfGYrk8mcdkMqlxK3q9GvzJ7RMMHCaCMQSggnUPvMi1I0ji8biUy2WZmpryHVwO1Orqqkr9TCajQTDMS6Q6mpAy2ng8ri5KJBJRi6S/v183Hxp5fn7eN074DBKJhDIt2WcYGBiQsbExNZ0t4W21WpVSqaT5fQvFPjs7088tnwC+NN/j4Npcu3O9wBVsTZZXk8NjrSKEBL9tNBoKxV5cXJS5uTk5OzvTIB9ajig9QtE2k0HgUvrN3GN1WK1ZqVRkdnZWxsfHlQX55z//uaZaEbIPHz7UdbCNeAjwVqtVWVpaUqg6gcqtrS2f60kvC4QcSssqGALaKItkMimVSkVqtZpWew4NDfkKqmCqgvgGbA09JbAwscyGh4e1cQ2xia2tLfkn/+SfiHNOfvnLX8oXX3yhY0S4g0NByZydnWmW5tYKBhbSIvYoQ0aDdrtdNfesVnv16pVMTk5qmS6fVatV7SlIgYwVAACG2GRU16GFLPbf83pdoxAU9v5sQIt6RLDcu3dPFhcXFRa7uLgo4XBYvvjiC1+Ww/N67NZbW1taGTc4OChff/21HoRUKqVkIVgK9A3A6gHaixAsl8tqJUxPT8vKyors7e1JtVrValSi4uFwr1yZGgSq8wAC2QCYcz13Dt96bW1Nksmk9jpAqFQqFR8LOFbY/fv3JRwO+w6mZVqC/YnAK1oXhXH37l2NyfT39/t8+E6nI91u15fdsvU1BEIrlYpanozBCivYozzPk6GhIcnn8zI9PS3pdFqDwQChLHiMcVoFlc/nFVeytrYmq6urmiYfHx/XOEKz2fQpkb6+Pmm1WtLtdrUzWbvd1izZ06dPpVQqKQZkdHRUKzNjsZj22LyVggFe/GDmwVYQsnHQLkz4u3fvtJsU5laz2dRDjtkNLJaXZR5G41mhYT+v1+uyvLysmxjTksrHoKbDxOSgYgUFMxZQqIVCIR8ewmooGzeBqYp79fX1yerqqszNzcn29rYGtVKplMzPz/ta5OVyOSV6XV1dld3dXVlbW9N5pJZjbm7ORwZDnKPZbCqRKXGb58+fK5w7Go3K9va2PpMtSXfOqcDZ3t6Wvr4+RUaen5/rM9Iohu8zdoBRHGzAXViBU1NTcnBwoKXNw8PD8uzZMwmFeuXacCwSFB0aGpJarSbHx8cad7LxLK57//59pcwnsL27uyvlclkPL8/XbDblT/7kT8S5ayAcLe9RSDMzM0rGYoUhsYNQKKSKjfoR5gXLaHFx0cf1QXr5s88+U/anqakp3ZfFYvH20scTFyiXyz7hQGMTi2RkIbrdrgwPD8vOzo4kk0lfpSQpHdsD0UbmuYZlfBocHPSZ38lkUvb29hT8g6lvTe9QKORjOJ6bm5Pvfve7KpSmpqZUo1rsgcVuOOeUgCMcDqv7YOMCRNoBPPFMfNbX1ycbGxs+jUmfBAKVfX19kk6n5aOPPpLBwUHd7JislsPBBoLZxNlsVk3fTCbjW5P+/n6Nwlu2pIGBAW0YPDAwoBsaYA4CAXcKBCFz9cknn8ijR49keHhYYyIIWBsLKZfLOh8csM8//1wj+ZFIj+aOFDG/sylG7g+FG0rG8zytVwE6Daw+nU5ruXcmk1EuCJsWPzg4kJGRER/xbX9/vxwfH8urV6/UpbI9MLE4hoaGZHZ2Vq2BbDYrr1+/loWFBdnc3JTBwUFZWlqS3d1dtbA9r1difnR0JN1uVyn/bqVgCHZlLpfLmu+1Ja3U+8diMZ8viTawqTgOHRyEaBtr1lrsBNcJHmBg1BwuhIZtasNmpDbe9h9gTCx6Op3WTULUP5/Paw+BSqWi9fbR6DVTMlaM53l6KAg48jmCb3JyUpLJpPr65LLRhFYbMzZw+fbAWtIZgEJYQ8lkUkqlkrx8+VK1HFTofX19ejBt05p79+6pEAjGM+bn52V1dVVRmVgUX331lQKv9vf3tTx5cXFR14O5jkQi2muT6kauR3Dv9evXsry8rIA5W/yGsKMYzFK7A9ICrXlwcCCe50mj0dA6HKwIrKZqtSrn5+eSTqe1K5TNWNm05+Xlpc73d77zHRkZGfGVCTBGXJQf/vCHcnl5KXfv3pVcLifLy8vS19cn7969k7W1NXnw4IFmcW5lU1v74KT8guAgTHJqCjCpbeDQakDnrvsm4itbLWhJQ6m1sGb86empMu0CHLIHlHHaZip2sa1lYQOEwW7GdM7CZJyfn1c6t52dHW2agpvkeT1yVWDjCBtbZg5DNdF/GxfJ5/O+bEC5XJZoNKpQcyjvJiYmdD1swRmbnQCahYLPz8+rcHPOKe8kfnmn09FIPZkDeC4ymYyPoYoDT6pub29PUqmUrK+vq1AIzjvBx+HhYa2atSXukK1S00DmCGIZzHWKqyxYiWsE+0QyVshZ+TtrbgFedg9QKby3t6cIXVLVq6urkkql5M6dO3L//n3lhOAMfPnllxKPx5XG/uHDh9qFLBwOy8jIiDx69EhrTQwG6PYJhlgsppwJzrn3Ivi8rNmHYLBc+xwIUnnBXhDBw8vGJsKPn8nmTiQSsrCwoIUxUMBBg4b5j1VjA59BQZNIJFQAlEolWVxcVEERjUZ9prEdZ7PZlHK5rBsRLQtug41LViQcDqtms0IIVCiblODV8vKyL2hqg7/JZNKHi1haWlIhlM/nZWFhQfEW1vUBcedcz3ePRqM6V1iBuBxodOd67Me4Xnbtstms1jRgld27d88n5LgXVhGoTuDhuJdof4v2TKVSKkhhbEokEqpxsYJwy6rVquzs7Gjc6uDgwLdniVucnp7KyMiITzFRBQqEn4Akn1lleHp6qvuNOf3oo4/kz/7sz3zsW5lMRp4+faoo0Fqtpg1zq9Uqaf7bJxgwz3ARmGCKcyA/6e/v97kL+MRUo4FpsIcrGATD90OTomlsBaIVHGir/f3994KjbEzwFSsrK8qFcHJyIvF4XCsWE4mE+sdcx1KZE6iyOWm+H6ynCGIh8IH/2T/7Z2o5zc/Pq2/K81B6HYv1WtoBlgJ1Nzo6qpkBhLSlQDs+PvYdKO41MDCgQs+uz9TUlA8KTtSdGEM4HFbKfvvbXC4nY2Njsre3p1mQs7Mz2djY0ANM53LP83yFdKwbyqFQKGhvT4SXjaPwm3K5LM1mU7NgwKlXVlY0LlGr1RRKj9vCPKGUgrSEY2Njin60Fkm325XFxUVFiDJemyWxfAzdbldisdh7REaLi4saY8MFJCX/8OFDW15/+wSDfVmAihUAkH7YQ8mBtgeWSbVanFp+fGW0J1WLXI/MiHUhrADAxF1fX/fFPmzKLVj8dHR05LNs4JKwY+aA2Ween5+X+fl5bU3POOgPUSwWfWW/9rf4rRzqUCgkS0tL6jLB3mzjE+l0WsdGZWPwoIdCIa2NmJmZUR+Y6zPfzl2zL2Emg7Zst9uyvr4uDx8+lFQqpVwFxGmwYGz5McKCAiwqMT3Pk4WFBcnn87KxsaHEup7nKSUgc0ssghoPUrKWE8HzPJ8re3Jy4us4BfU8MY1cLqds18yDzTiQdqWLl8VeONezTHGhnjx5ovfd2dlRt/nOnTtaoRmPx+Xw8FCazaasr6/rtYm3gLKtVCry+eefS39/v/T19SG8bq9gYIOD9sPPdM5p+owJsn0N0Ngc4OAhA6Pg3HVgbWBgQJFuROntBnHOKZQZDW41t6Vi73Q6Ui6X1WylZdzx8bGP7LVQKMjGxoam+PAJ0+m0kq1Y4WHHA8UdRUSMJxzu8SHgOkBsw+ZFeNiodyQS8bWOt0EuzPrNzU0lx4EHcWNjQ+nY/64Gvvl8Xkqlko8LAUFEyXc0GpWvvvpK52FsbExdiWDJuOXlYK25Ht8DaMTa2UwU3apsPAbEIXMOZHthYUHevXsnuVxOW9zxHFhUKAQsVQ6/7fMRCvX4KO3cDA0NyY9+9CO5e/eu7OzsaACZVCXWmrV++H2j0VDwlO35SeaBbMzx8bG6PoeHhyiI2y8Y2GjAnJkkFprvWU5Gm++nUxDUbHAi2N/CJJxOp32pTrT9Z599poefTtN2rFRB4m4QA7AEojwHUGvnroNyDx48UA3FNZHw/J9261zHAqKwQLB0OOQEs+r1ugYyu92uCsy+vj55/vy5HB8fayquUqlIs9lUN+sHP/iBmssIRTTj3NycTE5OarcjYgRo2r6+Pk2XMU6bnUAI/P2///c1y2TXBcCYxbBkMhk5ODjQDAAYhng8Luvr63pwgRyTbYCartFo+FivGcva2poyKo2Pj8vY2JgvE7O5uSm5XE52d3dVeNJICE4Jgq8IJABzrFmlUpHx8XEftyiWJ/yNVhl5nqcEK9PT03JxcaHtBDyvxz9BUdrg4KDuewrzhoaGZHBwUI6OjmR6etoSCv32BINzLu6c+7fOuf/dOfcfnXM/v/p70zn3b5xz/8k595fOudjV3/uu/v/rq88bv6lgYHNXq1XV/LZ89t69e5LP52V7e1tLgbe3t1VrWvCQzTrYngq8kOr4c9FoVDcav8O/t1RijNMStdjiGYJOkHfym1qtJrFYr/+j7dVgx2p7UxIsZMH7+/tlampK4vG4jtc+TzQaVVo4Sphtsxh6GEQiEbl3757s7u4qXyHEHlgQCJy3b9/6cuNzc3OSTqclm80qopL1GRoaUo4DOyZqDQAJ8dnTp0995fKbm5sSi8VU0Nt0Ku4TPSOpNbBKpNVq+SxF/HDm3DmnhUrMaSjUK+AqlUoSi8VkZ2fHF7/AYsIdxL3hnvPz81Kv1yUUCmmzn+npaV/ToVKpJLlcTrEIFLW1Wi158OCBPH36VIVxoVCQ58+fa+UozwfwbXp6Wubm5uTo6Eg++OAD3R8wYT19+lTm5uaUXco5J48ePVLqu9+2YPCcc6mr99Grw77hnPsr59yHV3//c+fcF1fvv++c+/Or9x865/7y77qHxbU714tMWwyA9ROZKBYnkUgo/t0GIpPJpB5SDjlFTPiU1te37L0cTII+th4eCHIikZB0Oi35fF6BMDYmgflOQ1hSgLapK5FvNpylJnOul4Kcn59Xn5mAIkSyT5480eYnCKzz83NN2SJQ4ANAYBC0s4KHg2RdqtPTU9ne3taYAUAeCy0fHx/3tZSzPRqZfz6nitFSqtHyjfRvNBqVyclJH+07RK8c9GBzHQ4+FhuH17a0t/uL8RwcHOj7YECV6yCIaaO3tbWlpeD7+/tKJETcyjbstcI7kUi81w/VuZ7L/PLlS3n8+LFPeaEYR0dHdW8iWHK5nOJZwuGwCjcKr87Pz6XVasng4KAySV3t0d+NK+GcSzjn/lfnXNc591+cc5Grv2865/766v1fO+c2r95Hrr7n/V0WA7XwwQ7S9mXdCDogwezEYWbxmXwOFISfVsuQirMgKoufiEajeij4HdfwvOv6+2w2q27G3Nycj+6da9Jyz/4ddwdBYCtDmYdyuSyxWMwHAWd8mOBoHHsYo9Goz3+mks/OJ1WSFoAUCoWUb8LzPJmenvZ1yw6Hw6qdgTXDCB2sOQB3EolEfG7Y/fv3ZWZmRmNGWAOk45aWlqTdbku9Xle4dKVSkcnJSbXWPM/TLt/sC+oFiLmEQiEV3tzbkrniBr58+VLjNlhGzvXgx6Q++S5rdX5+rmlIxj0wMKBC27lrMNrTp09ldXVVXrx4Iel0WvEfzvViLfCOHhwcyM9+9jO9HwVZVKciEHd2drTEGiWXSCTU0v78889lbm5OhX273UbJ/XYFg3Mu7Jz735xz/49z7k+ccyXn3K/N58POub+5ev83zrm6+ew/O+dKN1zzU+fcv7t66UHlgDjnNK1G9aRzPd8wmLKEosweElwD525ubQ8qbmpqSu7cuaObAhN7ZmbGt6EsuIkK0OBBs5tobW1Ng0axWEwajYZkMhntyRAO+3tfzM7O6jjv3Lmj721b+U8++UTLaq1rs7a2JuFwj9AUwYP2vHv3rgZHyd5w0DncfDcajcrm5qYvC2J5CKLRHp8lG9vS2g0MDMjh4aHUajX9vV0XBAjXGh0dlcPDQzk9PdWuU9wT4VIqlVR4WLJZYijUx4yMjEi73ZaZmRl5/fq1XFxcSKvVknK57BP0NmNAjxHcIQ65bfLT6XQkk8nI7OysD61oX/j3N2FQ2FMIFCzKWq0mk5OTvmwIHasYW6FQUMJcm2WhSA1BjdUZi8Xk8PBQLSAL+jNZvt+ZxZBzzv3PzrmdGwTDf7h6/x9vEAzF3yTG4Hm9IpVyuSxPnjyRcLhXB4+Upo8kuHxasmMV0BiW66E1IBrhOhZgg8lqKc6ZWPL/kUhEOfj4LRoL6+EmkhkbEbdCAE3MRujv75ezszOp1+vS6XTUHWCTEOegSIlCIyLxmNVWkIXD1z0Q0um0VtoxV9VqVTY2NnxITOr3uffCwsJ76D+sL0hFiIU0Gg2JRqN6gDiwpDC5JoFWEISUHjOHCDk2/PDwsFoUdqzO9Vytjz76SCYmJlQoxuNxLZkPhUKa6ZmentZ1ePr0qS/ecXh4qPcGUbu0tKRjbTab2viX9SAjgstryVRSqZRcXFzIxsaGCjPP83zVlwRILy4uZGdnR/L5vPzsZz/zBcmZd2jcnHPKFXHv3j0VdvwGlihS8X/8x3/sE3S/M8FwdYj/2Dn3E/dbdCWCaS669NjJsRrbBhrRSouLi2opsClsZSEBNiLKtg8ApbW4M57n+UzCVqslh4eHsrKyovelhR6mJMKD2AKcBZZUA3z+nTt3lPYdqwLBgTtBFgFTGX4KIMeYrraHJQeSzWnTemxaXKP5+Xmf2wbFHe3r0cA7Ozvy4sULzRIMDw+rTw9GIplMKsaEA0//RjSpZWayuBEbr8D05z2CnPhIEOi1vLwsIyMjal11Oh09qP39/fpMkUhEMRJB4c96kw1C0F9cXEgmk9FmsZABcz0ERrPZVGvDuR7vAu4kB9f2+SAASsoT1++rr75SKyzYiX19fV1isWtW6ePjY02Px2IxWVlZkf39fW3RSKDbuWsW7N96jME5V3bO5a7e9zvn/hfn3IVz7l86f/Dx+1fvv3T+4ONf/V33YGGChzgIZ7bpxmazKXt7ez40G9FkCFRJC3FwbSyC+EBQC8EeFNxEzl2XYdusAr4qFkawxwX35vmC6Vbra/L3ZDIpg4ODPvSlnQu4/jigCAzneiCZgYEBtWBCoZAeHISWDaZaF8y5a4zAnTt3dIw2dsNYCIxdXl6qEOc77XZbx5bJZBTbAUinr6/vvaCfu9KiAJjC4bBcXl6qEEkkEprR4T4nJyfvUbfZMZ6fn6vfT5CT70xMTChPx9jYmC/O4nnXzFisW6lUUu4HUs/JZFIzAFYpMZ8oJ6vUJiYm5M6dO7K8vKx8ETMzM7K7uyv37t3T+SeeMzo6Kvl8XhGxxBHC4V4VarfblXq9LolEQra2tiSZTMrBwYE8ePBA2u221Go122fztyoYOs65f++c+z9cL37wR1d/H3O9NOavr4RE39Xf41f///XV52O/wT18C2s1GUU+c3NzMj8/L0NDQzp5o6OjvloBDl21WtXINC4CFgI+tw0C0ruQzU2KzQoSO76hoSF1JWx5LdThFjNPlV6wc/H+/r5u+sHBQX1OPgdkwzgt8zNjsgJqdHRURkZGZHd3VyqViqTTaZ0nDr31P7nX5OSkAqc2Njbk22+/9Qmg0dFR2d/fl3Q6rXNar9fl7du3KjBCoZBSv0OJPjk5qSlQArzHx8cqqGjPNjo6KrVazRdjsLBrOyeTk5PqxjGWcDjsO9TOXfNfEhPB5ZmdnVXLw/YpxaqxiEU7b5VKRannbC3D7OysupOlUklKpZIUi0VVBBZC/+GHH/oIW0Bgsv7NZlP7dQwPD2sLOhr64MqgaOr1uqaXnz17psoSd+773/++/Omf/qkvOP9bFQz/f7xs0AkTi0NNVNvGDqw257sW1WcLeKwm48CgEZhoSmRt5sE5P0fA1NSUDA8Pa7AuFAppGa4VZPj1bCDrV9qaDsvVx3eTyaT629aKsh2YEJzEO0j9cV+b9ozH49okhTE55/TZJyYmfE1lOTyWZMZaKsHybvxxBDgWCHl3u1Z7e3vyve99z/fMWAD7+/tqJdCzEzTh27dvJZPJKKeDbauHQLC9Mn70ox+Jc9dBW2DRrVZLRkZGZGhoSBYXF9VlGRwclHa7rR2mIKBJJpPvUc1hhVlQHVWS1rr66U9/qpYAArnVakk2m5VOpyOxWMwXAB4dHZXZ2VkleEUxWUvDuZ7FtbKyojGzYE0Qlaejo6PKDn1xcSHRqDZSul2CIXjg0ej9/f3KW4CJbw+DFRAWnGOtATAEduEqlYr68mhiGxx0rmdKwwRk/x4O+0t+p6enfU1XeOHO7Ozs+IJSN4GT2Hg2pWcW0ycEbSUi9GJcAyG6trYm7XZbBQGaaG1tzZfRsWhPXgghDu+rV69st2TFdjjXi72sr6/Ly5cv1V2xfUGGhoYkk8n4mv5QU8Khy2azKoCnpqZkcnLSFyeKxWJSr9ff643R7XaVt6Lb7Uo6nfahQukjylqtrKxIoVDQXg02U2XX06Z+ef3+7/++jIyMaI3GxMSEWiyTk5OSSqWk0WhoBu3y8lLBZMF96pxTDkfnrpGuH3zwgbpvZ2dnsrm5qeuMMHrx4oUMDQ3Jr371K7l79648f/5cSqWSZLNZGR0d1b3MfZeWlqTZbGqG7NYJBhYTlGJws8LYe1PcgVe9XpdSqaTAI7v5CIjV63XfwQj2gVhbW5NYLKbBveA9MCcZK+OOx+OyvLwspVJJZmdnpdFoyPT0tLoUgJqmpqZkbGzMV3BVq9V86EeuF41GlRsS5iKEy/DwsEbG8clt1gDNFg6H9WBFoz0SkY2NDSmVSj7oLxySWB2WCdk5p3yENHhZW1uTYrGoz0fTFTgdLGqTXHytVpNyuaxlwffu3dNngl15eXlZLUZQjsw1JjoCDeuFHhX2ACKsGQsCptVqSbvd9rXjy2azet1oNKqVjuFwWHkMWM9QKKR7yc4PcZu3b98qAtS5nolv60TsusNPube3p3GEyclJuby8lF/+8pe+bE8ymZSLiwtZXFzURrcENanYRbllMhnZ3d3VtV5fX5evvvpK/vk//+e3TzDcpC2DUpaGJCy853na/IODAUsRgUbMWkg4gyChQqGgWtlCqG3/CjbqD37wAx96DXDVxcWFblJMeBvQnJiY0E3E+G0nZLo1AYYJCiMLwcXVGhwclGw2qxWjVtPt7OwoZwFcCXABHB8fy/z8vObtV1ZWZGlpydfEBZxCcBw2yIsrFI1GlfjVWmRWoKyurvrg0PTgsJrNBiPn5+c17kD3qKA1x7VzuZym5pzruQUQ13I9fOxoNKod0XGliOuQjgRPQVrXcn4yZqu4aGlI+3qe0Wp6XpajEWYt1vT09FTh69VqVdm/qHFh/e7cuSMPHz5Ua2BhYUFKpZIylqOsxsfHFV9hY2W3UjBEIhHNudp8PC9MNTYJgS5SOtlsVg8RtehsYnuwWCT8XTa0bYYbpKq3lYgIrXA47DOreQEo4f9bW1tqKtPQNMhh+fTp0/cWsd1u+wBCHCpwFcCTwTQEkXmY28PDw7rRwS6+wy7KAAAgAElEQVQwN+l0WjshcR/Glc1mpdFoyK9+9St9LoStc04zDa9evdID2G63tXck/BMcQLsGjUZDu2ch0Gwq0vM8JTTlMGKtEeRMJpM+qLSNDxF7aDabKpiDbE71el3JgajUpWkMioh5tIFhS1iM1k8kElKv17VjFwAv4OrW+rSl7LFYTDqdjhSLRdna2pKxsTGJx+MyMjIil5eXsrKyovthYmJCtre3pVKpyMOHD+XTTz9Vl2hiYkJmZ2clEomohUKVKMHXWysYmCwOokW58bkNfhEJj8fjPryCzQiQheB9MJiDJkHT5/N5yWazPukfi8X0+tCvs2FJHcEnaK+P/+55nlZb2hfSfXBwUDc3lgopJp754cOHks1mpVQqqSbg0NGbwmok65qhTa2ACTYpWV1d1QpGhIJNl9ryXwvkgqAVVqNut6uFU3RxWlpaUvfMXqvZbKqV+PHHH+tYyJA41zO9iRsAieYzAEj5fF7q9bp2937x4oVe6+zsTHuDUoWJu+ickzdv3ojn9bguobyLRnukrOyDTCajlicCG0FLhWQ2m/VxlkYiEXn8+LHyOzJu2LX4vud5ml3AnRsdHZVQKCQffPDBe9W8uVxOBgYGVAiEQiHlcrAZNMB7IyMjcnZ2Jn/xF3+BcrpdgsFqIl4WYMTi2iAdeH3QaGg0JhpceaFQUA1+fHzsswbQLARw2Pz28I6Njelh2N7eVjQgm4gxLC4uKoEtWuXx48eq2dAUWAUsrnM9sxhtAMXY3NycjI6OapwEYg4EA5Ft/m+DpARpEaqY42QRbBblwYMHPvMYrWlrQvgt5ipCjwArQpFAL5F9hO7o6KgerJWVFUmlUpJOp9VctoKLCkvGjiVIdgeX4PDwUONOhUJBisWiFItFKZfLMjw8LNVqVfr7+2VjY8PnjgWtQV58h71UqVTk/Pz8RsKgarWqewo8CfNF0JjgOfuVwjtcXdi1MpmML+C7vLwsFxcXPgQkmRr2Gv+Gw2EV8jMzMz6msrm5OSkWi8FY2e0SDFaTYDbZQwrGgE0Yj8c1E4D2DhZfWZ/X8zxtwOqc0wYsbN7gbz3P83WTtq7NTf4jL+jSvvzyS1+D02az6cPFs/kw+2mvt729LRcXF5LL5RRVmE6n5e7du7K7uytPnz7V6DzPR/AyGo36YMYEUMfHx2V+fl5mZmZ8rk8wJoA/z+cECaHvR1gjLJrNppLpAEW23ZeCFbDOOcWcTE5OKleD53ny1Vdf6ed0+7bzPDIyoozUBOVsT8jh4WGtpSCIjAVF/QDQYdKCtlAtuO9YF5rqTk9PK0qVnhDBYjHmIp/Pa3YhnU6rsGQ/PHr0SK2XSCQiW1tb6gaCbeh0Oj6BNjIyIuVyWdPIEL8sLCzIwsKCXF5eapaFikoUDutzaxmckITAUpl0G213zr1XzEJgz8J+ibiDR7dCplar+cpxoVnnQHEvMg3k1Pl3ZGTE59J0Oh0t9gpaHBCIMkabTsNdGhgYUI2by+V87dkhawVKS/NWrBLSsDAscV+YlZLJpE/7ggUItq5DAGFBJRIJH5uzFYztdlvZifH5g9+zdG88SyqV8mUW7KFaX1+XpaUl2d/fV2oy55y8fv1awuGwXjedTvvwLLOzs7KysqJ8ky9fvpRIJCK/93u/J+/evfPFP6CxswJnbW3NlymIRqPSbrdlcnJS9vb2ZGdnR3t8YJkBXgKuDj4BgRkKhVQI0KLQBnMpfCII+u7dO32mTqcjzWZT3r17pxgU53pxqkaj4UOB4s4g3ODsxCqs1WrSbDaVgOcKHn77BAP0bCDTnHOaSkIjgjsgNhAOh33t4sAJsCltdiAUCr1HnmIP8NHRkX7GtS0SzgqDmZmZYLRXTUv+JbZxE1SWKD3ArVgspoxD9jfNZlM++OADnzDETA8+QzB6bg+hRfDZ2AebirgADEA2gEeazgriUqkkg4OD2j7O8zwtvU6n0z5NjLWSSCR83A2MFUAWh84GEbEqBgcHfTgG6mKc8/f0jMfjmnkCgDY7O+s7mAgG/H7Snc1mU6ngBgYGZHl52Yf23N3dlXq9Lo8fP1YgEW3vcBOc67lKMzMzvroGnufLL7/0Bc+Zg1gsptkp1onf2DX+0Y9+JMlkUoaHh2V6elrGx8dlYmJCQVbn5+eKWenv75fZ2VnZ2dmRwcFBnuP2CQZrGXDgLPMvGx/fzDmnqRvSRcGAJddEg83OzqqJjsCxNPGWR8HWE9iFRFglEgnpdrvS39/v8/2tEIA5p16va2qNvoJAqfn+8vKytFot5V6wwcxKpSJLS0tSLpdlZmZGNjc3dY52dnb0+W3q1dbux+NxabfbPmp72yWbzuFYbHzHBvvgWrB5/uXlZW2Mw32JV9jAGR2buW8oFJLd3V1fDcnW1pam5awgCoV6LEvDw8O+Hp3ValW7SOFe2DoQhNPQ0JBWglKdy30osjo6OpKpqSkfgtIKr4ODA1lZWVHL8MmTJ9LX1ydjY2Ny9+5dFXp2XejqjSsXCvW6lvf19WkwmobJUMQxV8zvgwcPfChSrAyyFfPz87pGpMlBWZJOx328co9un2AguAK/IxVoLK49nNQ/2ENsi5SCVXuk7KLRqNY5cD2roayZPzo6KktLS7K6uqo+I8zEWAX4kPzmxYsX2rwEN4UxY4UsLS3pIcFyoEoOZKKFywKwsYi8WCwmR0dHisIj9camD7o11H/YrM/ExIRcXFxohByhYXt/AqRyrueezc3Nydu3bxWByWZdW1tTS4i29PF4XF6+fOm7RjQalcvLS58m/PnPf66HxPM82d/fl/X1dV8RGGhPLDhiAfj9Vviwh1h7MkrT09MqLJif4eFhSafTMjo6qiX4IyMjCnW3fTwePXoksVhMO0xzLe6JMPjyyy9V0Fs4fCgUku3tbT20zvViXZlMxtcKr9vtyuHhoVoWL168kFQqJb/4xS/ks88+kw8//PC9uhssE9xJG68DB3HlEt0+wfDw4UNfQAnpHyx4si8KjdBmFJs4dw1EgaHZakILh41EeoSxtlVZs9l8Dy6M38b4aGxiTVwrrEZHRxVGDKAFIJO1LBKJhEr9u3fv+p7VYiK63a7kcjkdJ9fB8nDuOv5CIZOt0x8fH1foL88ZDoc1CLa/v6/gp1arJScnJ3pdi93nbxQexWIxOT8/l6WlJbVcrF/NvYKBPpsStlkDy6SFcB0ZGfGtB3Bo5mBqakoDr5ZJfGlpSRqNhnieJ9988414nieLi4vKnAWmgp6cNtCKtrWl9bgMEOGSprYp8j/7sz+TFy9eaGFeIpHQoOLo6KgiMLGQ+B2BVYQNCtC6mAhoAvDpdFr339jYmM5RNBr1AZxMOv/2CQYens0dJPhoNBoyNTWlB8q2Csvlcr4oOC/apdsGHRbWCkOOc9fIx0gkooQlLBDlwD/84Q8lk8nIxMSEHB0d+ar6IpGI+t4IA7RdLBaTVCqlmt2iLG3BWDKZ9D0XrM3BPpNEwOFXtAClwcFBOTs7k6dPn2o6L4jGfPXqlfz0pz/1bbhg+TnjQ5shjN6+fSvhcFizOlS9WmHHWnS7XWk2mz5BHA6HNYDa19cnJycnPhCOHZMFP4VCIU2lMqa5uTk9GDznyMiIhMM9EpUgaxZzVKvVZGNjQ2ZnZ+WLL77Qfba4uKiHa3Jy0lekVCwWpdVqST6flx/+8IdyfHwsk5OT2kmd79m9Vq1WpVwu6xgtGRDBxXw+rwxUWHynp6cqhC04bGBgQLuS4U4Eg/FkrpaWlnTel5aWsH5ul2AIYgeCxUM2fkBaL7iBnXO+Yp3FxUUt98XMds5fhRkEJaHl6COA38r3IXJhU6Od0um0zM/PazS/UCgoroCcOG3cGB/vQS+yMXZ3d2V7e1u+//3v63MFIcrWByfe4Zyf1zEUCvm0J4IEgRsKhaTdbr8HCcdSmJmZUQr69fV1RfHF43E1sQ8PD2V8fFza7bavu7cFk+HSYdkwPvgmsfQ48KHQdcsA0K7O9VJvrVZLisWiCnMCn5jQH374oeJfcJ0AAFF/wrPSv8HOD4f622+/9QWi5+bmFNzFXKMUKpWKWiVff/21RCIRZZCamJhQKr56vS4HBwc+GDgEs1Ywo4z4zePHj2V/f1/6+/tlbW1N4wiVSkURr3A5IEAJIjcaDRkdHZXT01Puc7sEAxNBnOFvcx0suuzly5e+PhJASy03Ayw6Fv24t7cnnU7Hp6XGxsZU06OxrRYIHshQ6LrrUjablenpaY0D2IUmxYkFgfnKJmCjT0xMaFATv5TsDM/BvbnewcGBshOziYKaxWrXm14UWVG/QLwDzWOh5bR9D4VCSh9vQUc809DQkO8AYk3AN8n4W62Wj/m5Vqtpcxvmn41uWbVxjazSsGxfaOo7d+7o3Nh0azabVUITDi3XHxgY0PekMbHGXr16pYFmYgwLCwu+NgStVksePnwoBwcHcvfuXW0bt7m5KZ1OR/7wD/9Q4e/OOVVc1WrVl4kYGRnR+g2eBwsUbAl75P79+zpfzDvgL+7z+vVr4la3TzAcHh6+t8DBAwnIxQbRgt9lM9gAXNACsfX0FAfZwJ712+1i2INv0ZpB5CbCjTgJCwY2nxRdNpvVPgbOXfvtkUhEvvvd76qAhK6c6DdjKJVKqr1BKAZxH/yLGWuh01g1q6ur6uOCf6ACEiEbTJPm83mlQueezHPQrXvx4oWcn5/rs5GWxsLzPM/3XPwNhiWL0SDNywFCoNtAH9yHAHy2t7fVz2aPUdOBoKLG4Hvf+54iXmdmZlRZOddzQej2FBSawX3YaDQUW4D1hyAcHh5WGLlzvawI7Qjv3r2r/JF0tgI5m8/npdPp+LAYFMuFQiGNEbGXgFeDzbiVgiEUCsn9+/clHL5mMeYw8rBjY2O6UNVqVdbW1t4rw4Y5OLhQAwMDSo9F7GFubk4ymYyakBZSGkyfZjIZLYJC8xcKBSXE4LuWcxEryGIt0Fo8C/dE62J9sBEtotGa5+Fwr8x5a2tLU7hoZJsjt1RpAGtwFRiP7bXJNSgVt6hTUqKkLCuVimovDkiwO7bdwHTgDoVCPn+b8R4cHMj5+bkvXsJ8T05O+vpXBN3PpaUl5TaIRCK6LpFIxCeAoGcjyDw7Oyue5/myGCcnJ2ptcX/LK5FIJOTRo0caH/jmm29kY2ND/f2TkxPtO8meRGhS5YqrY5nDEG5Pnz6VeDyuac1wOKyoUdt0yMKu2V/NZlM2NjbkBz/4ga+HxZV1fbsEAwvPQs/NzSlCjA3EAvEdW/w0Nzfni2xz2AYHByWXy+mkwjjM9+7cueOrhOS6NoMxPj6uEGP7vWKx6MPRByPKvJaXl9UCsYeITUMuPXgtFt4iPik3Zy4sLsE5f1dqi/3nYIbDPaIUhITNFFiB3N/fL6lUSmsAbLoxGo2qthsYGPCl9fB5qY/goEQiETk9PdWKUeYJiyUSicj29rZmiGx2Bg4OGxyFU4Lv2PoHIvae1yuKAz1p8/12zqhrIVUaCl13m8IFrVarGkCkNB3haGtxEBq0k8MdyWQyUqvVZGZmRq9D2TrBaZr90oMSqjsIhNn73W5XeUfW19elUCjIo0ePFKn6zTffyO7urhajsd+vFMHtEgxBzWEPX1Dz4AtTOMPfOFgWCZfP52VqakrNUUwrzE+LR0Bik13AMrG4+GAKE8uCTWjjFkTC7QYM/s05pyY2MQUbaOVVLpflyy+/1L6NwfliXLaZKn/jcBIcJEuD+c5BstcjtmGFoY3dWGFhhSEArYWFBYXwhkIh+f3f/3397sjIiB7yvb091cqMu1gs+oQA/BAISoKtBP+63a4KxIWFBe2abdeoVCrp3ACKs6+trS3fnA8NDcna2ppEo1GpVCqyvb0t8Xhcg8CZTEaWlpakUCjI5OSkL9W9v7+vwg9hzCEfHh72ERfbecV1qFar72WheJFWbjabirmwFgfXrdVqMjExIXfv3pVHjx7J4eEhSuB2CgZ78JHu/f39vo5LVuPbeAPfhxDTHmJSXXA74ufb35K5IGdvy56duyYKRUtb1CJMQPwdSR8O91qwwW3AAga1FkKNMePq9Pf3K9uSc05jIbgcFOEENw9zYQlWbSHP8PCwzM/PSyaT0bgCtPqed013l8lkFPtQKBS0W7RzTunxuB99K2dmZt7DLPAbiwwke5DJZJT5iJhGUPCx7gQjYYpyzilDMhq8WCxKrVZT6DZCw6aBq9Wq7qlHjx4p9oL4gd0X5XJZcrmcLy1oA5aY9cHfOeeURi6IdXHuGire6XRUaEMbb/dHOp3W+M/AwIDMzMzonjw9PZXZ2VnJZDJa6u5cDzr95MkTHc/m5ubtdCWcc9oSjWIbJtPyI9gJs5uSgiLrgwaFDX8PhULvdbIKsgOzGYO4ArtZg+OxL9snwR5YK4xIc01MTMj9+/fl8PDQFxuIRHr0Zha0cnJyoiW1uVxOA3T2mSk5xpwGb4C5TRDOVo8yB/TXcO7amuJgWSttcHBQ1tfXfcAxGuAwJ9FoVDY2NnyBw0KhoGXGNm3K8wJV5lmAjmOR5HI5qdVqes3+/n5pNpuysLDwXrFXo9FQodxsNuXt27fy7t076Xa7qhi4B2MDfYrwHhwclEajoUxOAwMD2iey0+nIwcGBHmqbtbm8vNR+IBSc2TVCuYHwBbmLAP3mm28UQ4HLtbW1JY8ePZJPP/1U9vf3FWcTCoVkb29Put2uuqqJRMJnzXQ6HYT97RMMVuuz6ZHCpCHRuuAJ+H+pVJJutyvHx8fvHfKhoSEVIvYw0zOQ79lGq+VyWYrF4o2xBYQQn/P3Wq32Hu0XQsUeeMsMZLWM5VkgSLiysuI7eNls1qd9qNC0/IcAqDqdjgoN63c71yNGQThxHQq5ONQc1kKhoBbN5OSkZLNZFS6lUkmDsjbGA8uSTaGxthQscdjx/REaaOZWq6UCgHJv1tEWQDnXi8DjovB7+DWd68GFCRhb9CfVlwSzGVMikZBGoyHpdPq9fTM5OanzurS0pDER0sK2zoVYTa1W06wHzWmy2awGaSn+uknJsEYoDsZ4fHysPSy5Z19fn/ZSKRaLMj4+LoVCQS2iWycYmHQOtT1wNihnD1g0GtWASyjUq3n45JNPfMhC55yvyCdY5djpdBQlx2bkt2QDwuGwTE9P66GxYCnGg/sRvE+hUFDtg+98U8YE1mDMehCNBD65F/dFiNCwlQPM9ay/artXMy58YijIsCpyuZzs7e3J1NSUL5A5NzcnCwsL8q/+1b9SDRuJRG7E7J+envosNqwSMADQuXOwgoLRZnZYC3L4Nm0YREoeHBxIo9GQVCqlnZnS6bQ0m02pVqt6wF+/fn3jAbQpRwBW+PqZTMZnWcDcRZYG0h1Qnbg19rqMd2trSwFvkPw+e/bMt7ez2awsLCxIX1+f3L17VyYmJmRjY8PHbuVczx0pl8ty584dje2k02lFdkI1B1Dv1gkGDhymLIGlN2/evMedz0EhSGfx+/F4XDsiB9M4ViCEQiH5xS9+oeCZ6elpTVuBgbC/a7VaCrE9PDxU05BDxPeIcKM94/G4NqUhKAoqcmVlRXkVguXgpK0WFxcVVffq1Su1ag4ODtRyca7nhqGllpaW5PT0VLUlGobnsfRtaPSga8WLA4qGDvansChACs8QBgSGeW4QiKTtbICRqDvVrdS8wGdhtTaWJFp7cXFRYrGY8kREo73+HKOjozq3tNsD1kyZ8+LioiQSCZmampJsNiubm5uK8OQ5otGoljJHo1H57LPP1A06Pz+X4+NjabVaksvlZGlpSa2vUqkkl5eX2keiUqmopcC1WJP79+9Lu92W4eFhGRsbkzdv3mi3K+ecVrH29/dLPB73AZsQxszRzMyMLC0tyebmpiSTSXWvrsZ8+wQDCx70cUmN2foCiC7ZiPF4XCvi8vm8StahoSHVFuFwWGvuaT7y+PFjPVCY759++qkufDwe92EbOHjgEohr2HQev2s0Gj6gFCk8wDH2eSyJLfyLaASbnnTO+fz4P/qjP3ovO8Bv4UO0Jb3RaNSXMrVpNsY+PDws4fA1ZRiAL4TmwsLCe5qLQ4rQRkux6c/OzpTkxvJf2hgR14HbkU5W9j60H8Rlg+ehVqvJmzdvJJVKaUAahWIzBLVaTYWYc06zMpjx9+/fV4GKSweeIZ/Py/j4uPaGDIVCsr6+rr1EEVI2SLqxsSEHBwc+K3FwcFAxLul0Wp4/f67waCwwakBspoG6mXQ6rd3O1tfXZWFhQZaWlrRf5tbWlo92bn19XZ48ecL63j7B4Ny1P4WmIMDC4vJvNBpVPxcTDytjaGhIwUzOXQcced3EQE0EHykepDcPhUKKhUCDoR3Ozs4kHA5Lq9VSQQHRKXlsBBiaN5fLycjIiPqwwfHwsmkuct6kuwAoodWIjQwODmqBDfe31g+C5MGDB3qgE4mEPHv2TNbX15VR2RZmwWRlYyKe58nJyYl0Oh1fjwXuQZt6ypipFSF4F+RNmJiY0LJsz/O03gCLIOiCNZtNSaVSMjU1Jfl8Xk5PT9X6yWQyMjQ0pP0ucemOjo40vQfYjT2CJWO5M4vFovJfEOd68uSJj+mZNaCK12ImWHeIYSuVisZAFhcXtYFwKBSS169fy4sXLyQa7VENnp6easYJtCqweZsdQsGAmrXQfM/z1Nq5+v7tEwzBPDITj3BoNBpKxIqZSj0Av2ODsomj0ag8fPhQDxda2blr8hZMsEqlom3WMGmtNk4kEvLu3Ts1E21K1eanLcBpenpaU49mcfR3XJ/Ncv/+fb0OwCe0I0i6Wq2mRT3OXTMEWaBNOp2+EQPCIedeBKwsXR2mPJZFkHGI6yN4W62WCuxWqyX1et23llDAkWYtlUp67Y8++kiJaaanp33CCIBUrVa7MWsEpiESifgOMwcFxYEisGjMwcFB1di5XO49Vi9wL6FQSPklceOmp6cVHTk0NKRxqGfPnukeTCQSsrq6quuO1VCv1zV+4JzztajnubPZrOzu7srnn38uiURCfvGLX2js68mTJ3Lv3j1VBLhpttHv0NCQIh9fv34ddBFvt2BgosDoO9fzTWGzQUv+bZqWySgWi3Lnzh3lT+SwIBwuLy8VYMTLBsToGcBnQa1JkNAi726yAChSCqZRMUdtvh5t65xT05gNxgGkcxOxhZvmgFbo9lBNTU35BBqHnoAfqcL19XU9GNY9QoDt7e1p/Qgmt3P+oPHjx4998wH8G2JTa8Ww0fke17EFWGhpLEnuSf0Mh5K1pdrQuWuXAUF7dHQkGxsbMj09rRWjT548kZ/85CfqtgVjWwh1yHoASvX19SkzFPuFlnXstZcvX8ri4qIGdKvVqrqrpVJJPvvsM1lZWVFSFdaq0+nI8fGxfOc731GhjvAsFotSKBTk4uJCm/Swh4aHh1UQkoG6ysbcPsFgpb0F6UQiEcWH202PdHTuOm1JLME5f128/S0WAqQiXI+/Y7KzAal1QItMTEwoQSgLyHvIVt++fesTXMGegnt7e+Jczwr5yU9+IsViUUumcUVwb8bGxnwCxRZlQbISCoUUCWci0D5hRNYCc9e5a+sAP5oYDYFJ53qaG+uJXL11tcLh634UQ0NDEovFVFuyOUdHR6W/v19arZbvwIXDvZ4cUKpls1lf4dby8rJsbm76tD0Hx6Ib7fW4ZjabVQFrEakDAwPaLAeGLcupEI/HpV6v+yj4Y7EepT14hY2NDVVSWELEKk5PTyWXy0mz2ZSvvvpK40SkP2u1mtRqNc3SZDIZbTEQi8Ukn88rGtQKbvY47N24zkdHRxq4p5TA8zz5wQ9+oOtSKpUQ6rdTMLBwViM4d21yxeNxTc9tbm5Kf3+/bhqrVdn43/3udzUjwKENch/y21QqJWtraz6/k0CW7QlRqVR833PuOogXiUTU18NSsAUvQWuB95iquE4IkIWFBRkbG5Nqtar3o8jowYMHKshmZ2cll8updWPq7/VvNwUabbAweMguLy99cF2sIqyuyclJjUWAROTQEuxKJpMyNzcna2trmmmxyE8bh7HzMTAw4CNYjUR65DkILJCpBAGD62lfQUbsRqMhQ0ND+ptoNKpK4vj4WF1XlBRBbs+7hpLbfcO6AgDj/fT0tDx58kS2t7clmUxKpVKRsbExuby81HgKwnZ+fl7Gx8fV7VpYWFB+yZWVFd0PrVZLraNgRSfjsgFv5jWXy2HB3T7BEEQG2oATpBo3mc02us/fKLcNmv64J0xisNkJ3YC63a5q0FCoB8eFVMNWL7IRbmpiEgxkEjiCBOb8/Pw9SwAzOpFIaNeh1dVVjS9ks1mZm5tTNmwyKpj4h4eHPqShrbvgu+TR7cEpFAoyNjam4CkAZhyMkZER1ZIc3MXFRY2is07MB4zf0La3Wi1dk8XFRdna2lIFQIDN8zx5/vy55HI5yeVyPthvJpPxdXtaXFyUvr4+pW6nuIxnKpVKPvYtOw9UjzKmTCYje3t7GqcoFApycHAgnucp0Q1xpOnpaZmfn5f79+/LysqK5PN5tUp++tOfytTUlORyOV+vTaDxlkSHPiIIfJ4LQmJiLpVKRf7xP/7H+iwIs4WFBZmdnZVYLCZTU1PvAfsIwDJXS0tLWNm3TzAAtuHhMP8sYi+ZTPp4F/GNSTXiWhBwsiQlaCqAQ1gDlLKywTHlLRMSmiEUCsnv/d7vSTQa1aInrhuJXLdvC4V6+Hi0JgfRIuhg/B0YGJCNjQ0VOKTVYrGYzglNecvlsrol+KuMMxwO+7QIqL5araZRbQv8qtVqMjQ0pAeGOdva2vKlUNG4EOpyP9CIENKkUiltwYb/fHh4KN/5znfU8oAOnnEzp6lUSvEe3GtpaUlrTYJCd2BgQKLRXvduGI2wniYmJsTzPCmVSkqEQo2MBVGxh7788ksZHR2V8/Nz6evr05hTrVZT5CpCDdakra0tGR4elt3dXZ/FYVO8KCYEFfuiUqloQBX2q4GBAWk0Ghr0np6elhrPi5oAACAASURBVFKpJI8ePVKXgX0zNDQk5XJZsy7FYtEHGXeuV1g2Ojrqi8tdCb7bJxhsEw07qbysX4VAQLO9evXKd+hYINuGnsOTSqW021HQ0rB1/kHTn8OIBeJ5Peh2u932bThSmAgKzPxQKCQPHz6Uy8vL91re23SZ7TXJGGi1xj1LpZL2jWS80WhUOzuvrq7qIePZ2dwcoGAx18XFhaa62Hy2VwaxgUgk4oMK42YQe+h0OtJoNGRyctInXNBom5ubMj8/74vB4J5sbGxoGnF7e1tTp7SEA0vCvOCGfPzxx0rXDsU8lZ3r6+sSjUbl4OBAu1Ulk0mNK/Cy82H3HntpYmJC1+rLL7+USCTiK+ZqNpsyPT2t9R2sFWuMq9JutzUuYbNUk5OTks/nlY378vJSx5LL5RRePTU1pW4xym95eVmtuUajobEG4jWhUEjevXv3uxEMzrmwc+7fO+f+9dX/m865f+Oc+0/Oub90zsWu/t539f9fX33e+E0Eg9VGLFZfX5/P/7VcABbTYBcQt4NN4q5Mr93dXQXXUHkXCoW0yCYWi71XMDUxMaHWBJrUYiGI3AcFCFkQ0mLU8MPYxGLBaWgDivjs3W7XJxj4TbfblXw+rwFM+6JcnN9Eo1G1mmiSA30+mAE0MEIFS2RmZsanAXd2dlR7W5AVbg4kOwT+eD5bjequLCW4COv1umxsbEgul9O+DhRNjY2N+dLPPFelUvH53Pl8XlZWVuTjjz+WJ0+eKCArGo2qpVQsFn0uFmOy9R3j4+NqwTQaDXn+/Lnusbm5OanX67KwsCDb29s3QsEvLi58SNB8Pq/oRP6+vr4us7Ozsrq6Kqenp9o85vXr13J2dqZQ6lqtphZkuVzWADAKi16rWFSWvAVLFSuJAqqrDM/vRDD8N865/8EIhr9yzn149f7PnXNfXL3/vnPuz6/ef+ic+8vfRDDcVEFp4wO2rDko1XEHLAIRam8kdiTSY+FB61ttBU8CjVDZwFNTU8p4RLzC8zwVFv39/dqTgDFhNbARyWg4pykjX6oNQXh8fKx05YxhZmbGF3x6/vy5ci14nqfdpjgIN1k5zvVy71Q/WiFTr9d9cxGsLAyFQspnQRzj/Pxc4vG4bG1t6Zqsrq7KxsaGNnNlAwMswgq6uLjQikTGkM1mfY15mEcExNTUlIKLVlZWfJYPqUbnrvEWlpuD78LRgFUFPgFLhRQkmQKKjprNpi+wicUKrB1rKZVKKQy9VqvJwsKCL07CQefgWq5SMg7wfxID+fbbbxXWDcs4zXNYMxvPmJ+fV8V2cXHhU2AwW/3WBYNzru6c+5+cc4fOuX/tnPOcc//FORe5+nzTOffXV+//2jm3efU+cvU97+8SDEEBwItAG8E2TEobHKOYxQJdgtFjG0FGK1otHQr1KteQ2tZkJXgFigwINiXQNs2azWYlkUjI2dmZpNNp1Z6M1fM8Ne8rlYpG4IPRZBtDIGsSfM930+m0r/OTdYcSiYT8+Mc/9n13ZWXlPRwI8zUxMaFt3lqtlgYU4RW0OAvugZ9L9ogOUefn5zpO4jcjIyPaldquEeO2LgspYoQtVg3fJ23MvFFUhgXknFPNab/HC5Zs0pypVErXEutob29PRkZGpFaryQcffKBKBu5Fq9AmJyel1WppAVO5XPbVNLD+tkCNuZmZmfERxTJ+AqnpdFoymYyeB8aZz+fVchgdHVV8w4sXL2R+fl4F59X3f+uC4X90zq045/avBEPJOfdr8/mwc+5vrt7/jXOubj77z8650g3X/NQ59++uXn/r4tmNi1Tn/0hkW968urqqGt0CSqzAsVYHGy2Xyymk+W+7Ny4KfqL1TW2u3ZKyOOfPozPuVqvl0xz2QFsOAvLo7kpTsem/+OIL8TzPx1i1sLCgQUgbj2m323qIZmZmZHJy8sb+iATroOevVCo+c9vkw333DB5wm/kZGRmReDzu6wjF9wYHBzVbQ9k3ZvLa2pr68MRfwEcgRIl3JJNJ6e/vl5/97Gca5edf0sD02ADfMjQ0pG4WmR/GZWNAtg6kUCjoWu7u7iqNuw3WktL0PE9rclgHKn+j0ahq/qmpKbUwsNI++eQTyWQyWi7ebDbVLaa6M5lMam0G49vZ2VFS3XA4LNvb2zI8PCylUonsz29PMDjnLpxz/93VewRD+QbB8B+u3v/HGwRD8b92D3to+Bc8ANqn0+lIu91WTQeZarD2IbhJb/o7DVyxCkqlkiSTSZ/ZaAFSbJZIJKJcgxB7VKtVNektyi8UCumhHRkZUSIO230bwAz3QGsFDxnfb7fb8k//6T/V54Ff8SYcAlWZ7XZbXRgrgPr6ep2fW62WzM/Py9DQkPr0YCIwZWdnZ+UP/uAPJB6Py/T0tFoGAwMD+oyNRkPLvBE6ZCEikYh85zvfkb6+Pg0Y28OHsI7Hex3GMfHJHq2vr/uKv1hDz/Pk2bNn+pydTkf5FjGxbbbGcm5QOs2aNRoN+frrr2VxcVHHFovF5F/8i38hzvV6VgSVlqXqs0rLdtAeHR3VmBPANdyFiYkJGR0d9a1PIpGQ+fl5WV1d9e0NS3pDmT9jpF8FbQvj8bgKqk6nI2NjY7/96krn3H/rnPu/nHP/p3Pu/3bO/b/Ouf/e/Q5cCQ4vmovIvDWbrWR3zp+rt+5CMLvA/7vdrvyjf/SPVPN4nqfalcO9vr4u2WxWfWSbukyn0zrO8fFxX5t5O04E2O7urgboOMyFQkEtFPtd6ypYZmlMeLQXhWWed91spVwu+wBJzvXM4FCox6DMxs7lcrK7u6vwaFik4/G4HB8f+zYp6WLGbv1ZW16OkHDOX4TEWBYXF2V8fFzrPyKRiAwODvry/cDGeU6eBVOZ7wUJbHkOLDbrHsKOREqUtF0oFNLCKCuYbFFZo9GQmZkZjTtZLgsQqQjtbrcroVCPeRtByqEmBoXLcXp6qh3JrPVlhQkIVOd6rhBU9sH6l/n5eV8dh3NO5460PIREV8L8d5OudFcWw9X7f+n8wcfvX73/0vmDj3/1G1z3vfQkCxGs3LMmKoUwpJ6sG9Df3+/rXm0PJgIkGHzjZbEToN7sZnSul6XI5XJqolpMA/e3tQOe52nTVxiOYrGYDA8P+7gOed6VlRV1J4aHh9/LZ0ejUZ8PbmHQT58+VbKR4LM553zYAIJilUpFD1mlUlET32rPYEt54gjEIcLha9IbGxey82d7fITDYRkcHPT14eSzYKMcvjM0NKRuYbPZ1BYAwfskEgl5+PCh7qt0Ou0LBNuu0sCWQR0mk0klSEFoXFxcaDATwlU75xbxasfAHDvXszAQEkGXFfDds2fPpNVqyeDgoBwfH2umB4F4cnKi1hOZvLm5OQXkYW2T0QA6fqVA/n8RDGPOuX/remnJf+mc67v6e/zq/7+++nzsNxEMaA+L1LOTFg73OgqRbWATUHZtTU2EiqX5tpo/SPaCULFCiAhyEKZstRdRbFuTQLUjYJ9ut+vb8LbhC9cELx+E6g4MDEg+n5fDw0N1T7iu3VSLi4s+s9M0MdX5Y3PhmsGChO9r2/N1Oh2dw8ePH8vMzIy02209GPb5WTva9FnCVxvgnJ6elr29Pa2YdK5XU9JqtdS0to1YLe190AphTVqtlgbpbLwpFOrxek5PT2va13JK1Go1aTab8ujRI0mn0xpUPj8/l+9973sKic7n8yqQ3rx5I57n+YKJHE4ONWNLp9OysLDw3nct/sAKeeaK7lVBAQP0nwrOdrstX331lVL8O9dzGZ49e6YCEOV2dHSkRC6/M8Hwu3qxYGw8EInhcFjNrWw266MqI5BDECo42da8D4d7LcVIWXE9mx6l7bt1B3j/D//hP1TgDJ8F6wzy+bwKlps0tb3uycmJChu0KtcuFosyNDSkBKC2bVsQBWifm7QWh4zvLi4ualt5DhRBSsZiNTaITJ4J7Wznqq+vTzY3N+Xhw4c+eDUuoJ0n4i/OXTfjffz4sbaQGx0dlc3NTU0jsnZffPGF75BAb0ZMhA7SuBEcTltfQZPhXC6nzEy2yIzCI1sD0Ww2db6DVggvLMNCoSCjo6Payt5ajX19vWY/7FFcCtyvYFMe9gdl64uLi6pUQqGQunjj4+O6V/P5vM/Vc+66AjObzUqn0wlaxLdLMDBw2+AE04gcbnBxgpRl+F+2DNii7bAY2KRU9Flz8KZsxd27d7Vs19YbxONx2djYkFAopIsU3Dz8a9+Pjo7K+Pi4thzjQE9NTcm7d+98qDjmgk2KMMLC4RBa8BAHOBQKyfb2tiwvLysP48XFhQ9fQUSdw8R89ff3+1q+vXr1yleMVCgUZGlpSYV0u91Wi4N5AGzFmGdnZ6XRaCiwjFTqw4cPdX7v3Lnji/nkcjk9EDaYCO6BJrNTU1OSTqf1IMXjcTk6OlKSF8bU6XR8QCfiIsQfsDjgSrTxDGIiZBPIpLA2MzMzPovTKgIsQgKwWEAoPfYyAiqfz6v19OTJE0mn0z6B5lzPKmRuoakrlUoaq4BvwzkfKOx2Coa+vj7VzPV63QdmsRRq9gUKLRQKKTNQ0C3hkK+tralw4GUj1bgEnufJ5uamPH/+XGMSAwMDf2sqlXugmUhfcQDA36+ursrCwoL86le/8qHnLPzYvkAn0hAl2EDVanFqFiAQZVOzCYP9O61VAxbE3jcUuu61iBDqdruasrXWF5saV+cmfILneVr4g5vE5/fu3ZPd3V0feAchxfgJINr72RgI2t3zPLVMbJYp+HusEQqO+GxsbEwtgaDgxTrh+crlsqytrfmK8YrFovyDf/AP9IDm83ldN7pfU+dB+XcikVBXLJVKydnZmZydnWmwtlKp6DVmZ2d9bnO9XlfOjpcvX8rh4aFMTExonw/LPXIrBUMw+FipVKRYLOqBsbDhmw7o0dGRPHz4UOr1uqRSKZ0cPocDEcisNVsBTdGJikPMRgmODeZp/PVkMqkWCL6d5XtAm1tWZzY3G6jVaikBio2zBCs36cyE1kgmk3JycqKWB8/k3DX9G4fRCsnBwUGlTzs4OFDY7enp6Y2094zJVjlyIBBKVrAgtLG0ZmdnNW5Avwcaw/C7gYEBH6kNwshiNWzGhcNmx0KdhBUIxBVarZasr6+rGxMK9epXut2ueF6v8ArEIiQ3th6F4i3bfDkSieiBdq5XOPb111/L0NCQvHjxQu7fvy+pVEoxGTZekkqldH/DBIUAt251X1+fCgPGAgza8zwFi5EOZe07nY5aeldkvLdLMNhswccff+yT0s45X6fkIOqR71gyFqsds9msr137TYKF+wOGoS7efk7Om8N37949xbPbjXx0dPSeIMGUZdz7+/sSiVyXmeOHMi4EmH0+a9rbXHipVNJIN6k9ahmsVWCzCQ8ePJB6vS6vXr2SpaUlX1DRojgZz8jIiGo7Njcku/zOxj+CJK4cgng8roQk/B/BZZvnYk5bUBp9I+7evat+Outk2asxzxmrLZaz9wtaNfb/jUZDCoWCloQTL7DpdAQafTU2Nzelr69PA6vsCUtXB5Zla2tLK2hhNseq2t/fV+xBvV73WQfT09PqMnPNzc1NrdY8Pj6Ws7MzJYe1bvXV63YJBgZuc7lBDWH/n8/nNZBzU3AI7LvdqEG2ZIp3wAvMzc3J8PCwRn6Dh5vDSaUbZuvJyYkUi0WfVtvZ2dGuzmhf29Dkv/aMVFGy8UEsYkpiqudyOd8mgVnIxk3sy/rWwc8tx4T9m0Urci/6HaCVgocLEBr3QJMWCgXVXnRvIuVK3CaXy6nV8ubNG71up9ORbrfrcxuSyaQ2Hrpz544K6GAmAGvQCkdiWCMjI2rO37t3T+f4xYsXsri4KJ999pmvYIwgdjqd9tVdwOr84sULvT5zMz8/L7OzszI+Pi6PHz/WdGiwCA5X2POua3GCJDMEM1E0k5OTWq/RbDY1LkGHMIQXluGtFAy2spLuORxiO3nOXZcSQ8FGX0W+w6bksIJngJgVST41NeXTjFbITExMyODgoH4e9FGtiR/MqFiwDAcBsJRz1z03sQpABDrnfBV29EmwNRtkF0B9Bg/54OCgr3GOBSFZxBwHPhTqNd6xFgUQYuICWHNcA4wB82bb3XG4uVawJgPaMtLMuHJ2DRAaZHoolUYLWpObg8AestRxlm3cuesiNv5PrwvaBFirLZVK+SwfyumZY1vBODw87GMeo4FPJBKRubk5dTs9z9MmMXZeqCOZnp6Wr7/+Wpxz8sknn7xXmcqcQVlPij3YbLnT6cjk5KTvHldn4fYJBpt7t5F123XIIsWWl5dvrDfg9xwau9g24MfmYzNb7Rc8CPy92Wxq3b+tg7BCLWgVWHOe7ADl5GAegt22kPS4D2wILBWq5yKRiLZPT6fTPnZri71YW1uTyclJPUB/2yvIo1gqleTzzz+XTCajKUFrSdng5MHBgbx+/doXowAHgrAO5uitMCgUCipcbS2KLdiC2BSXjUPFmJaXl2VsbEwqlYqWjVtrKBKJ+IK8Ozs7UiwWdU3tXuP73IPCpWq1qsVTMzMzMjAwoPUOrJN93eS2MLdYcaTnEYJki8bGxtSiCQbKw+Fe8drFxYVmeICyUyW7srKizZKuxnC7BION8lpYb7DSkqAPB5H+DJYezB5IKL/YIDaFxD34XbVaVcFD9R/fYeGs4IAoxh7qYFyA97ZxDIeEACjXZgOR87YHh8NHQRIHLJPJ+FCantcrxb6psMl2oMLcJmjW19enm9EKZnvvdrvtc0dACYLmxJQnVtPX1ycrKytSr9fl008/VbYhDiRVqFwvm83KycmJPHjwQM1l/O4gyzbPb4VJKpXyCZGxsTFJpVLSbrelv79fHjx4oGtI0+SpqSk9eN/73vd8yoOYESlpa4laghiraOx80YfTQrshHbZrzbOPj49rPxArfC0I7vz8XOr1ui9uUSwWFTRnaf0JuDrnNP5x6wQDh4169KB0xZS0woF+gUyk1QpQe/MKmlr2ZQE8wcPI/29KvzHhzvU0Mod5cXFRA2IjIyNKLsNGsBFmLAKu/9Of/lSazaaUy2VpNBoqlKxAi0Qi74Fj2AhWw1mUJ1RflsglWFhFY5ZQKOSLs8Dl8ObNG43TBGnv7Bii0aia3MGXjSswNvs5qV57TQQo9QgDAwPvpXaBVnPd8fFxFTocTnpa4lISCBwfH1dYNfuIbJM9lB988IGuGYePICoU8riPCCvmIxqNSrValVgsJp999pkeWPY6hL+4xsEGt3t7e7K5uam8ozs7O9Lf36/7LxwOqws1Pz+vbmEqlZLV1VUbwLx9gsFyCdqNzuLAQcCCE9XluxZgZBFoy8vL+js6N2OK2eyHLWiyXAGYxUh+7m/RZs45zfGjebEkcC2azaav+jIcDquvDk6D6wTRg/isfBcXJBTqFUixKbgnKTcayRAUGxsb82U3bK8G53r+v23Qy/zS4MaOk8pCG9Dj2TzPU7iu7Z8Yi8V8c2vTstay8zxPO38xD0HeTBvDIa0LYSvKAu1vtTNrVK1Wda0sZwG8EuHwdXftm1yBbrcr9XpdisWirmM8HlcOCsvheXp66nMxiVGg7OLxuGxvb0s43GsNyHw1m0350z/9U5/ysIVUNiVu4z0IyrGxMbWcrqyc2ycYglq6Xq/7AmK8IDBlQizpBQfOgmfQOOTab8JAEBuwJppzPYtgYWFBTeVOp+OLTRSLRa1nsJvHNpy1i0ZaMihULKaiXC5Lt9vVe9gNxW/4G8S41s2pVCqSTCZlc3NTU6e2IpT7ISCC1apra2u+6P9NFaP4rMQAgkFNAqOkf+1nJkKu6Utr7VglcdOhJB5BtmBtbe29DFKj0VCuBztuWKA4nMRy1tbWfB23CoWCAsice9/ixNJIJBKKT5ibm1PhBfjK8zylE7TxGzteOzfsA4vDsL8ZGBiQg4MDuby89FnL+/v7Eg6HZXNzU2KxmIyOjqplHYlErAt4OwUDBTOAVIKpN7uBKICh52RQOLC5bO8J565dkGazKYODgyrZgaPaYGXwYBaLxffg2cGU3U05fK5BigoOQiwWfGN7X7QJCx2NRmV7e1stmKBLwCaJxWKaErMbmYMMW5DtzoSrEw73mtZa+nVen3zyiWLwOQiwV9+7d8/XVhB2K+aS92i7Tqej17dZA7tGNGbh+9a6wsKwSNBQKKQ1Js45JWUl7oOwsxgVK1RtYC+dTuue6XQ6GlT0PE/dLGDZKKbT01NVSLu7u4pBiMVimtYM1tvcuXNH4vG4zM3NaY1KOp1W+rzvf//70mw2ZWJiQt0GSsktCQx77OTkRMLhayo9YmY0urmVgiGY4sM/s9kKhAaagk2HWWv9V4SCc9coSq5rNTrSn9/YCj9rGcCgzAY5OTmRqakpjaCzybl/pVJRbWEJPXADrHltEZd2LDf50kGr4eTkRH1SAlNcO+irgtKzyE/IZvg97kIkElEodFBbgr2/uLhQK8zm+ldWVjQ1jFvARp2envatM4LU5ua5j3O9pkFYIM5duz826GprDhBysVhM7t+/L9VqVd68eaNa01ZfQgLDXLx48cKX7rQ9Se3ewmIFEYr1haC0+w+sDZ2ocY9xyWwbA4Sz53ka27GCaXx8XMbGxrS/BfdZXV2VfD7/XoCY+TXgrNsnGAjYWXSh3dBIY5qB2PJe67OGQtckmNFo9L1SYXsPSrhxWTDP+H/Q5Lf9L60Jbq0EflutVvU7wWzFTVYFryBuw7oBwIjPz88VHWeFB/wMgLXY3Dwb911dXZVcLqdakYay9oDy/DYOQ4s6m/akQA2eCTtXNwm1oaEhSafTMjk5Kaurq2oFBiHb8XhcqtWqPH78WOn3uZa12mZmZpS+DEXx6aefSjKZlJ/97Gc6B61WSz788EPxvB4349LSkq9C1ga4ySpQbv78+XMNaMMoTh0LMHgE8eLiogpOsC9HR0cKSoNHxKJl+/r61PII9krlLEAwY4PkuGGHh4cyNjYmx8fHkkwmpV6vy9jYmC9Gc/W6nYIBcEjwsIBLcK5XNRbUFESZg3BRu9HK5bIvTz0xMaEbnPsCUQ6FQr5uVvY6VptxXTal/Q5cD8ENz2c2QMmiB33qdDqth45NFA73qOg4VFy70+koMMzm/8ki0AMTHsFoNOrDgARjL9bcDs4l73H9+FswUOucH83Kb4rFonYCBykJ21RQsJB2w4V5+PChNJtN+fjjj31oU2obLi4upL+/X+MQVljZNnnOOe00xX2JRTFWa63OzMz4+DmSyaS0220firPVailAzblerOPo6EgRmgTC0+m0PH78WMFeFjmLsDo5OZHJyUl58OCBjon7s36JRELLBXgG5u358+c+pXjFBXH7BAOLa5mAkbI3pTDHx8elUqlo5BigEbRZN2ljNA0HDPyD/T5BKYJ2xCxYFOecFqd4Xq9YCp5BG7UPWgUWKnxTJiRI20VgsVAoaPCLewSLnJy7tmBarZZmK+xzAYhh05COY/NbqyAcDmsXrMHBQW2GQm8MBDKb2WLybVv5Wq2mpjn8CXyfgjIOp3M9N47PlpeX1U3LZDLS398vS0tLkslkpN1uv7cnqtWq+thv3rzR2g0EtHO9eACCrN1uy9DQkIyOjmr8AhLcYDoY4TwwMCB3796VQqEgs7OzsrS0pAjDRqOhIDDcrf+vvS+NbSy70juXj6QokhLFXaRE8VGkKJLaqIUqapdaW2mpUq3drbK7quwyynbcdhpxOmhvQfIzEyMYDBBjEiDzb5JZMAky6CCYGJnJrwB27Izt8cBxbCMGMvAgjSCZSX5mOfnB9x2d96R22pnqkhTwAg+iHpd337v3nnvOd875ztramoS4z8/P887OjmwI8NhgfmHB6+pgSKPH2GPDevfdd11RtPCyRCIRfvbsmYsRLBAISODXtRMMWFCoewAvARYA0GPL6jDf+v1+UdkBzHmR6ampKVlYGFhUS+rt7eVqtSqLAhMBIdJYYHr3Q6AMgE0dTIOdEN+FSnp4eCiLU0e5EZ0RpeK8ZVl8cHDginzEAbcUhI43VBYTQXtV0Ae/3y+LBPb03NycnJudneX5+XkeHR3lnZ0dmXAowYd78i4WHXwGwQVtBQIMgtjv9wu2AgAum81KpiaeUb1eF58+xgtjqSMY4ekA5yE0L5ibR0dHEiCFZ+YUdWXbtgXwDIVCPD09Le7gyclJTqVSksAEEwD5KnhOWmBYVodtqlarcSqVEk+Vzs9IpVI8OTkp1bHS6bSMz9DQkGBpOHdwcMCjo6PCFYq5hnvJZrMuSgJEdMIFe3BwIEKv2WzyxMQExuJ6CQY98byx9XpHh60OiTw8PMzxeFz80doUQdYaJlI6nRYQJhaL8dzcnAvswfeazaZLhcR3jenk4iMpx2s6eKMF9Y4GMAzVoeE71yAcFjt4F73PQduYeB4o9Qa/NZB5nXEI7ktMOlwTkYsQTK+88ook8WCyHR8fszGddGQsEiJy8Wyif9PT0yJEcO8LCwucyWTEfVcsFqWGBp6tN78Bh8YofL4O6UytVuPFxUW+deuWMHjhWgBUYbqMjY1J6DoEVL1e59PTU5cJBu6FZDLpwqoQjYiFCKGjxwXxIZbVIcaFuxKxCwMDA5xIJM5pgxogBE08UUej1QV2JyYmBKy1LEto8PL5PJ+cnHChUJBNQ2foTk1NydwfGxvT8+z6CQbclEZoe3p6Lpw073foVF1EiekFqrn7MfkhGDDgYEDWk1JfQ/8PVmDtrcDig8uO6KwkHgYWv4NEGDA+Y8EgHl9fF/ZxT0+PZGoCI9C7KxY8+lQqlaQ0nt/vl4UDDgaNg+hdCaUA8ZsaANSeCG3u4RxiQnCvMHO0PQ0hUiwWZUeEljczM8NTU1MC7K2trYmrFBpQu93msbExLhQKHAqF+LOf/SxvbW25NCuYCPV6XdK6scNrIhWYRBASRGeBRBojqdVqPDg46HL1tlotyZsA+KvNRcwHUAvqORQOh3l9fZ17enp4YmJCXPRwGMWWcwAAH71JREFUTSKwrFar8dTUFKdSKeH/GBsb456eHtlQNzc3uVKpyL1A4/OQzl4vwYAH5d0lsTNDOKRSKbZtmwOBgATHaDBRFzOxLEtqM2KQvWHA3l2/Vqu5cuC1eZJOpzmRSEjoLHZwrxCBkMGiAVsR+upFndE/qLF9fX0uHoCLUrXT6bTsOvBKaBtfJy/VajWXCxBegEQiwfv7+yK8FhcXRaPSgB1cYbC/kZwUCJxVlsa18RkiksK2eD7BYPBcXyHEIaD1s7x//76EB2vCl2w2y8vLy66QZX3ARVsul10VujQIDCGs3cTRaFTiOLC4796963K1lstlvn37tkTdgmgFzwAuTD0fUO0cOz3RmXYMNzZoAYrFIjcaDf7kJz8pv5NKpcRUyuVyrtgNreEgoOm1116TpDrbtnlgYIA3NzdR5ep6CQY8yFwux7Ozsy6qLPzFpMHC0v5i4AGVSkWEiV6AAOR04JM3MrHZbEogDBJ84C5CuCo+m8lkzuEAFx0/7zOYNDBbIpEIJ5NJmYjewBsIPV3ybnh4+BwFGoSgvrZlWdzf38/pdJp3d3dl4UM9hilSKBQ4n89zb2+vy8x5++23JYUZqLvP1yG0GRwcZNu2eWtrS4BHy7IkhgO/vbW1xZOTkyLUichVpRnjoxdwOBzm3t5e0V6w6HXMBNFZ4dbJyUluNBquiFm/v0OsiuezvLwstTBDoRDH43FXjAu4FAG8avp1VBivVquyQLH5YG5i0WMj0PEPAFIxf2E+9vb2CnUggvag7WiXuX52qDaGOiG2bXM6nebp6WkOBoN879492cCUe/f6CYZ4PC67Kx6Iz+eTAdB2vTfoBgcYdkESipBc7LLNZlMSfFCLAMAZdhGtiup+6Otoe1NP5HfeeUdASI1TRCIR0UJgV2vvgtYkMPg9PT2CC+jrQ3BACyA6HzOAe0I/8Uyw2HUxXRCwvt9vzc/Pc6FQEIAX2szR0RFXq1VXvwuFAq+urroWAnZELGBUmyLqmHu6ApiXBTufz3O5XHbdqzHmXGwKMjxR0XtpackVvk3U0Yjwnlb35+fneX9/X9B7HTjV29vL6XSaR0dHZfESkcSW7O7uciaTkUAvRDBOTEzwxMQEr66uijC8efMmHx4eCgAJoQacZGlpSYhoQURUKpVcjFrYAFdXV7larfLu7q5wVACgbbVanE6nXcQ+w8PDEOjXTzB4o/SISPAAr08dIdOactx7IJAEwKL+HAZ4eHiYv/SlL7mEABBoy7KEEBSDCQGFSYzdRLvoiDrhuMFgkOv1uhB4PHjwgBOJBMdiMe7v7z+nTcC29vl8AuyBDFQzLWNHOTk5cane/f39srBALkrUsdsxwbGDgaNSC5JwOMzpdJrfeuutC2nyAJp+5CMf4UePHvHa2hrX63VJp0bWodbk4JnQwWj5fF4wCHwGQh/xBz6fjx8+fMiNRkMCmHK5nCt+ZW9vj2/cuMGhUEjsd2gWmnfDy8Ghd+52uy0s03g/EAjIro9UbB0mDkwG8/X27dsyJ+bn53lmZob39/c5Go26BN34+Pg5vAzRoXosoK3geUPII6YFYDu02UAgILEMqKuq3eLQ7F547cqXcWBi6GAi2GRQxbCreNVIzSwMgArMR1q668mB3U/vREQdNVxPJH0gbkFf30vUikIfh4eHrkxKAIfgGVhcXJTFB1p1LQC0EMSi9/YHWkChUBBNB/0KBoNCBkNEUvNgbW1N7GGfz+cK9yXqmCtAt8PhsHBYaE+IXvBYNGApwrO5d+8eh0IhPj4+FuYl/d1kMin2dbvdlkrlc3NzLg0N2Z7oowYqcYB9qaenR9B9LcAty+KVlRXOZDI8MDDAxWJR+BH9fr9Q5cNzA9whlUpxLpeTHAbbtqWWZzQa5cHBQf7yl7/Mt27d4nQ6zSsrKy4AGGNWLBaFrzIQCAgIWigU+OjoiIeGhlzuzWCwU04OMR0bGxvn4nkQs4MxqNVqMpYoDIyNVZsf104w4GFqV5nX7tOYACbq6uqqq9pxtVqVyEDvbnRRpl42m+Xx8XGXb3p9fZ23t7ddrjDvkclkpPaDXpCYwJDmOvBHex2y2awrEhM0XugnYi3u3LnDsVhMAmPAxJTJZLjVavHy8rLL81KpVMT80nEVxhheWFjg09NToRXHs9CALdEZILayssJDQ0M8OzvLAwMDnE6nXWzRPT093N/fz7FYTAhp9WLVYwWtI5PJiDcBiVF9fX2uCk3ValWembdWBwRmMBh0UZqhPByew+Li4jmNrK+vjxOJBN+/f98VVGRMJ4/hjTfeECxmbGxMNAL8JtK5tdDGPaMO6fLysowXrgsNBNG5q6urEqqP3AnMiYmJCdmY4CIFhgEtt1Qq8cbGhmt9EJ252S3rrO4GBFixWMTmc/0EA24Qk6qvr09KeiPkWOfHg/wCA+CNg9Aoveb001l/3lwIXYcAwso7KZFuC1V/cHDQlWsxMTEhEp6oAwLevXtXgnrW19ddPnMtFDW2ge9nMhkhlkUILdx4+A6qT+OALYprYDcKh8Ocy+VcYbveHRavvVqWJocNBoNcKpVcTM9EZ4FWIKyFNqddq3pswuGwpLRD05mbmxOSGnwGizwYDLrS7L0HNgVUl/L5OrT1cFFiAft8Pj48POSdnR1ut9sSNAdzC1yOt27dcvFXBINBiTPBuVqtxvV6nf3+DqlNKBSS+RCLxQTTwkLGbwOfGhkZ4XQ6LRuRzrTVGbL1el3yTJAolslkJCIVcSfQVEZHR0WooFrWtRQMF+002D19Pp8LT9DuIW2HEZ3nF/AGl+hDx0pAIkMIeScxBjocDvP4+LjwIOK9hYUFUdWhqdi2LeqeZj7Sv6eTZLwA68DAgJgBWmhUKhXO5/PnEpcGBwddiDvu3e/3i0p6584dWYjwxxeLRdd9Dg0NuWIPjDGScJZOp7nRaMi4QGNBeXv0B8E/mMBaS4GA089ic3NTEuR0vswnPvEJSatGubv5+Xnx6QOHAQcDnicWFWpB6PsbGRnhlZUV/trXvsbRaFTITAAQw9TD+C0tLfHIyIgEgCEJCvesf9uyLK7X6/z6669zoVBw4RcoNgNzQhfJBWM50ql9Pp9gEJrXQhMUaaYonUpA1DFb7927J6HczjWvn2Dw+XyyIyE7UIc6a/VPL2xoCLAd8Z6OrrsoTgJ+c227wa7Tn4Pvf3Z2llOplIu2HLYekrFQnCQajXIymZTITPQfffAKCMuyRCjib7FYFAEUDAY5n89LWO/09DTfv39f8jpQ8VprCQCxsEMWi0Wph9ButzkSibg0LgR2QQg0Gg1+8uSJqKeJRMLF05DJZHhmZobz+bxoKBgf2O1wf4LzMhwOi78dWIyeyHjdbrddY4nxgXAaGxvjjY0NDoVCXKlUXPUqdQyKbduczWbZtm15Lig8pAU63oMWFAwGpTbnRbSAp6enHAgEeGlpiZvNJt++fVuet6Zm29racmm9x8fH5woOo/zf4OCgROfivbW1NYkoLRQKEpeBpDPNUIW8Cl3+bnh4mI+Ojrivrw/jdv0EgwYT8Rp+bRSzxQRAzIGeVEtLSzIgGk8AjyQ0jItwAwwoEoi0NNaLGtFkOL+0tCQJVxoFBjqOQCe9YLFLXxQYpRe07huehdYowuGwyySAJ0PnOnhp17wenPHxcXlW8OLA7IIA2N/f53Q6LeHgeB6I59DX11rdpz/9aRkPcCBgx93Z2ZEJDEQd/avVahL5h5BmHYRVqVQ4Go1KgA80snw+L2S5+vnB3tbHzs4O7+zsSEat3+93hTNjQ0Jsh879CIfDguVoliSiTkYk7HnkQBC5PTua6TwQCEjKt9a+iM4wBT3vYGYg92d/f182JV0dCwIDNTBUGPr1Ewx+v198zVBjtX2ng1+8h15kGjeAewcLDIg4MtG8uIY2ZVCdGAEimoVIC56JiQkXGo2FAfAP6qBXnQXg6cUWfL4OhRx2Gu1hQao1bGm/3y87Hianl1zFGCPgXrlcZsuy+N69e2JmoI7B+Pi4CxCF61B7FPThBVXT6bTgCHDRQlOAd6NWq0m1Ju/OiYVCdGYGIBpRj8v4+LhocZp5mogkMhXj0d/fz5VKRSpAl0olwQPwPzSQoaEhqSwO7wU8IZqAB8+Y6AwcHRgYkPgI2PtamOvvfvzjH+dQKCTgta6SNjo6KkKop6dHsknv37/PsViMnz17Js8cACfwmOXlZckl0WO0uLjIq6urwGmun2CIx+OCykM4eEOYwWQDQEsLBY0UY2Lt7+/LZ5LJpAyQ9kIgGQeL/CLXHNLBEcSjhcj7eS6857UmArclkmMWFhZ4dnZWJvlbb70lYKXGWXZ3d/np06fiHahWq8JQfFEfYMvq3RdqJ/rzla98hYlIPDEIY9b9T6fTAuJ5hbOuLVGr1VzmCZ6rZVlSi4Gokz1YLBY5Go1KDAUCeIA/IJ5Ee3aIOgxYjUaDE4mEuCcRP1Gr1fjZs2dcKBSkBLzmz9QaVy6XE9Nwc3NTBBU8W/jO4eGhuLHn5uZcnJW4F2wYWshD4CDyE2HcPT093Gw22efziflQqVR4bGyM2+220A1CC56cnOT19XUm6kSKtlotXlxclFwaCEFoZVrAAi8bHh7mt99++3oKBjDa6N0Yr30+nySaYECAzEMV05FkjUaD9/b2uL+/n5vNJvf29kpSDlEHw5iZmZGUXVzvIpIY/KZ2/RGd2fkoWIr6g/p3MGgzMzPi7tNmBBJkcI/ImUAgjK52jAUYDAaFJxATQbvmIpGIxAPgmeqqRKlU6hzSDqHoxW90DQssPEy8kZERV2YmUoSJziji4N2YmppyCalsNiv3iGcyPT3NhUJBtA5kCLZaLXnmwBSgTeAvNhQ9RicnJzwzM8Obm5sCXiJpDZrc+vq6mAWjo6Mci8VcmBAEj9/v569+9atcr9e52Wy6gq0g7KHdaeIamESYo+BraLfbPDMzI/Ndm5yrq6s8NTUlTExIDMN9I84CcwYl8Hw+n3jVQqEQv/nmm5zL5SQ03Tmun2Dw0rB5dyYgwJjMGi/AAvPiDnh9enoqKho+gwgxfAb2MUAvXd5OaxBQP7FL62vCptbXTiQSMokDgYBUNQ4EApzP511FdiA0wAuxuLgozEsQMmCZwu8PDQ1xuVzm4+NjSSza2tqSfiEGQicdIVnKGCPouRYSeKZO4g339/dzuVxm27bls9A6tKmBCavzO7C4cD3NraHNq2QyKeOvS8ERndVd8Pv9QvIaj8cltRqBbRCkAB7RL9jmwA20+aE1KJ0Kj+rcpVKJ+/r6eG1tjW3b5lqtJoWXca89PT3iqoS5tLe3JzjIwMAAb29v88zMjIvzY3JyUoLsnj17Js8GxCrQGp8+feoyp9bX13l1dVWC2Iw5KwaNZ5NIJHhubk6e0bUUDH7/GfGopiTDYkAxWc3kC1VT75bGGFcmIQYAIFsgEJDdXFOeY5JiQSeTSVmAemfQJkw0GuVYLCZcgLFYjB89euTqI76D7yM1V5OGWpYlE1rb016/t67viKPZbIqAQg4DaM/Ag4iFDQoy3JuuAo1dBtgGfh99wz3Zts3JZJJHRkYkLBeCQQuIWq0mSUFaaOzu7rIxhpvNprjoSqWSxDLoWqHYiTU4WalURBBoMFcLcqTb63tAOXvcbzAYFNcoTCyAd5ZluZipoG3Mz88LpwY0lEKhICo9SsOBt2J8fNyVnwKB8OzZM5nXAHOBexSLRVfEL6jpIeyx+c3OzorJgnHEPS8sLHCj0XBxWqpN8MUKBiL6KRH9ERF9Bz9ORAki+joR/cj5G3fOGyL6FSL6MRF9j4jmPojGcJFve3Fx0WVaYMCwq2Px6WQpy7K4VCpJ9GChUGDbtl0pwVBXNZ4QDAbFNYcy6Pi9i6pwA1TSbE56x8VEQ0i2ZVmC7utdzFudGcIB6DV2P9u2hZmHiCQXH5MFh3bxorwa1Fw8L11jUWtNiIokInH7Qf3VpkCtVhNBgO8cHR3x8vKylL1DH2KxmFCeI4cELltU3NKCsK+vj2/evMk+n+9CTkY8S6R+4379fj/ncjmu1+scDAY5mUyK8IW2YoyRsQTeEIvFpEZkoVAQ7wQwLw1SE52VAPjiF7/Iq6urrqA58G5gHPr7+3ljY0O0QuA4AIOHh4d5bW3NlV4Pb4dlWfzo0SOJm4lEIjw6OsqRSIQ/85nPcF9fnzyzdrvNCwsL/PjxYzGrFxYWZI6pMnYfimBIec79EhG947x+h4j+lvP6kIj+uSMg2kT0jQ8iGIBsYyC3trZkciHyD6BhIBAQNRc7CCaqFhKwjxHAoydYIBCQ+gFYHIFAQHAMLHIIDyyUi8BG9BOfSSaTLjouFNjN5XJCX1csFiWzUJseWvpjsgAsa7fbEtGHZBq4SYvFouye0BROT08FiwAAiN/TmhOIRizL4tu3b8suDTZpn8/HS0tLMhHffPNNXl9f50CgUzEc4CwwDc1biN+1LIs3Njbk3tFPY4x4MZCJmE6nBXTNZDIiZBOJhPQbXpmHDx9yPB7nz3/+8xIdqmuQglUb4wshRtQJwhobG3NhJzs7OwK0+nw+F38i5lQsFmPbtgU7QXl6ovOU/0QkkY26UA9qTliWxYVCQaIyic64KKampkSLwPw6OjriQCDAz58/F604GAxKaYVEIiG4TSaTEYDa6ctLEQw/JKKc8zpHRD90Xv89Ijq96HPvd2hfNViFkJiDQCdMSk2OStTJbtNhsjoluq+vz6XiIjsuHo/LAO7t7Yl2gRJlmFTatteoOo5XXnlFItou2oEBkOJ/CKdyuczj4+Ns27ao5JhYECgojJPJZIQMBIKnXC6LANMeBF15W4NtEDQAq2APT0xMnEuAwkRDP4DNgFNweHjYC2jJsbKy4sqlgEBDmjPG8OjoSAoGQZAjQAfX11mPoVCId3d3XQlUvb29EpKua2XieWMc/H6/aFnwdD1+/FgWEswkpOrrLF89diAGJkcLsixLitr6/X6enp4Wl+/U1NQ5duxyuSyg8NbWlmga3mc4NDQkWb04h9gekBAjv6VSqYh2gb5UKhVX9TRo3R+WYPgPRPRviejbRPTcOfdnns/8V+fvu0S0qs7/SyJauOA3nxPRt5xD0HPs5kRnWYXw6+I1HhrAnVQqJaQe+JwORe3t7eWFhQXRSoCIaxfnwMAARyIR7u/vl+vqyRWLxUTIHB4eyuDAVMCEuqgsmtYy8L5OOsJCQ2ot3KyofowdgeisLuXw8LDw/ensS2AeWGC41tLS0rlEtHg8ztVqVfqos01HR0el+hSE9eDgID948ICLxSLfunWLfb4z4hGo7yjmi/5vbGzw8+fPxZWHHT8ej0udTvxv2za/+uqrwjGgBWUsFnMlfD158kTGGOq93q1HRkbEHEB8DHZlb5ozBAe0G6KzUnrIn0Dsgb4egou81c50jMbBwYHwPeB+oLkgjV5HO56enrJt20JPn81m+aMf/SgTdUzphw8fuoDVmzdv8tLSEm9sbEidUO29syxLqPI+DMGQd/5miOi7RLT+cwTDP7tAMMz/30wJTFYiEjtNS0xMdtiA0WiU79y5IxNHg3kIKIJ6C60jEAi48tt1eLIxZ/wH+qHGYjHZiVEdSE9Q7XEolUquSMdPfepTIsWxaHWAFPrsBZIQ2BONRkVI6N89OTkR9yf6UalUXNWJgFb39vaKOWBZHVr44+NjuSYmpQ4s05MavwWBnUqluFwu8/r6umAPCHW+ceMGV6tVnpmZke8uLy9zq9USIYffhgkD4M0Yw/v7+1KH0VsKMJ/P8+7uroxfJpMRoA/YBYT90NAQHxwcuFKOsRM/ffqUh4aGpHgsFj4iFbFoMTbT09N8cHDgAqa9AmBqaopLpZLETqCU4BtvvMF+v58/9rGPMVFHC8xmsyJQWq0Wz87O8vb2Nq+urvLg4KDMLdD31Wo1uWfwT+D+kYUMvkiijot0cXFRNGAIVWedfHheCSL6G0T0V+kFmhLGGBcPQjgclryFer0upgJIPLBLad+1Vju1UIGk1toEmHe1+xIqJ3YTnWIMCR2PxyVfYXJyUpKc8Hkg7bAL8Z6XQwCCC8EvoF3Tn8G96boLRB3gLxaLcU9Pj9jSoMXHZyKRiORQAJup1+uuHQ606cAVoMmAfAXalK4NGolEOBqNnhMgRCRJQBMTE+eyN3d2dlzBPcFgkDc3Nzkej/Pe3p5gJM1mkzc3N9mYDiM3JnYkEuGtrS3e3t5mYzrEObZtC7iKvtq2zYuLixyPx3lubk6yXYnIlaNRLpc5FouJSxICC2OxtLTEkUhECtsGAgHZkOA5AU4yMDAg0YZIxoN2Z0wngcy2bR4ZGXF5KdBPy7Ik01ObLnt7e5JtOjg4yEdHR/zgwQMBKp8+fSomhm3bvLGxIaZeJBKR8PDx8XEdLv3iBAMRRYioT73+10R0k4j+NrnBx19yXh+RG3z85ge4hiw+LFSo0FhAiILEzlCv13lsbMyVv6+PdrvN9XpdmIVhtwE9vn//vqj/pVJJCEVs23alMeuyZdgdIJ01Uu/3+7nRaLjKtyWTSd7f3+eVlRVxJ5bLZa5Wq+foyXRsvA7p1i5TENDic6D+QpWk6elpScvVuAVqFgB3wPe1Sxfntd27vb3Ns7OzPDc3J+8j+hPaCcaAnF0OoGGz2ZTwZ7xXKBR4aGiIp6enRRPa2NjgkZERocLHBrG2tsbHx8dcq9UEB6pUKhLngRJ25XKZW62WLBiQ5eCaxnRKDmozCYBio9Hg3t5eKa5TLpdd2iCE8+LiorjS4bIGNwa0KKIzsuHj42OuVqs8Pz8vghdzD9RvPp9PUuBDoRDv7+9zPp8X0LFcLvPh4SG3Wi1utVoyVkdHRzw1NSXp4kNDQ3zjxg0RuFtbWzLXsHFMT0/zkydPXrhgGKWO+fBdIvpjIvqScz5JHTPhR87fhHPeENHfJaKfUMfFeQ5f8B6Qmtp1h90OuxP8xxgEvWuh2o9eXPA1Y3FnMhne3t7mTCbjAhSBpF/k1fDmauDvwcGB2PI4dMDT7OwsZzIZUYcbjYbsOPV6nUdGRmRCV6tVjkajIlBmZmZ4b2+PV1ZWhLzl5OTEha1oLkcikh06FosJDVmpVOL5+Xne3Nzk/v5+jkaj3Gq1XG7NYDAo9it2n1wuJzkD4+PjIgBOTk7EO5PNZnlsbMwVY0COJqIT3AAeY9fVY4Pnjt/I5XLcbDY5nU5L6Tog/wBss9ks5/N5CRFG5mar1eIHDx7w8+fPRSD7fD6+e/euUMlNTU1xOBzm4+NjwWcw3rZt8+TkJG9tbUnkIxZXb28vP378mMPhMD969IgbjYZol2NjY0Kbtre3J8JKbxqlUkkK4GhN93Of+5xgGkhgm5ycFBq8g4MD4UGFIFpbW2Ofz8f37t2TmqF37tzhbDbLr732Gr/66qsyN+C5QkLcL0rUYpzFfKnNGPPfqWNyXIeWIqL/fNmd+ADtuvST6Pr09br0k+jivhaZOf1Bvux/8f35f2o/ZOaFy+7EB2nGmG9dh75el34SXZ++Xpd+Ev3F++p7kZ3ptm7rtv8/WlcwdFu3ddu5dlUEw9+/7A78Au269PW69JPo+vT1uvST6C/Y1ysBPnZbt3Xb1WpXRWPotm7rtivUuoKh27qt2861SxcMxpibxpgfGmN+bIx555L78mvGmPeMMd9X5xLGmK8bY37k/I07540x5lecfn/PGDP3kvtaMMb8gTHmB8aYPzbG/OWr2F9jTMgY801jzHedfv5N53zJGPMNp5+/aYwJOud7nP9/7Lxvv4x+qv5axpg/NMa8e8X7+VNjzB8ZY75jjPmWc+7Fjf0vmivxIg8isqgTITlKREHqRFc2LrE/60Q0R0TfV+deGO/EC+5rjhwSHCLqI6J/T0SNq9Zf53pR53WAiL7hXP+3iOh15/yvEtGnndd/iYh+1Xn9OhH95kt+rn+FiP4hEb3r/H9V+/lT+jA5Ul7mzVxwc0tE9Hvq/y8Q0RcuuU+2RzC8sGSxD7nf/5SIdq9yf4koTJ30/RvUicrze+cBEf0eES05r/3O58xL6t8wdcL7X6EOfYC5iv10rnmRYHhhY3/ZpsQQEf1H9f+fOOeuUssy858SETl/M875K9N3R42dpc5ufOX666jn3yGi96hDA/gT6qTt/88L+iL9dN7/c+rk5byM9stE9NeI6H87/yevaD+JOnkn/8IY821jzHPn3Asb+8sOiTYXnLsu/tMr0XdjTJSIfoeI3mLm/2bMRd3qfPSCcy+lv8z8v4ioaYwZIKJ/QkT1n9OXS+mnMeaYiN5j5m8bYzY/QF8ue/xXmPlnxpgMEX3dGPPvfs5nf+G+XrbG8CdEVFD/DxPRzy6pL+/X/pMxJkdE5Px9zzl/6X03xgSoIxR+nZn/sXP6yvaXmf+MiP4VdezcAWMMNibdF+mn836MiP7LS+jeChHdNsb8lIh+gzrmxC9fwX4SEREz/8z5+x51hO0ivcCxv2zB8G+IaMxBfoPUAXF+95L75G2/S0RPnNdPqGPL4/xjB/FtE9GfQ417Gc10VIN/QEQ/YOa/c1X7a4xJO5oCGWN6iWiHiH5ARH9ARA/ep5/o/wMi+n12DOMPszHzF5h5mJlt6szD32fmj1y1fhIRGWMixpg+vCaiPSL6Pr3IsX+Z4NP7gCiH1EHUf0IO18Ml9uUfEdGfEtH/oI6UfUYvkHfiBfd1lTrq4PeoQ+v/HedZXqn+EtE0Ef2h08/vE9Ffd86PEtE3qVNm4LeJqMc5H3L+/7Hz/uglzINNOvNKXLl+0kvgSOmGRHdbt3XbuXbZpkS3dVu3XcHWFQzd1m3ddq51BUO3dVu3nWtdwdBt3dZt51pXMHRbt3XbudYVDN3Wbd12rnUFQ7d1W7eda/8HeD6LsBvgh2UAAAAASUVORK5CYII=\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.Dark Count: 12.66 \n", + "2.Total P.G. Light: 19.4 \n", + "3.MOT_z P.G. Light: 15.69 \n", + "4.All Room lights: 68.93 \n", + "5.Back room lights: 11.85 \n", + "6.Windows only: 11.4\n" + ] + } + ], + "source": [ + "''' Measurement of dark/noise counts'''\n", + "mean_arr = np.empty(6)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\1_darkcount(blocked).jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"1.Dark Count\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[0] = round(np.mean(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\2Total P.G.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"2.Total P.G. Light\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[1] = round(np.mean(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\3motz.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"3.MOT_z P.G. Light\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[2] = round(np.mean(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\4allroomlights.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"4.All Room lights\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[3] = round(np.mean(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\5backroomlights.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"5.Back room lights\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[4] = round(np.mean(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\6windowsonly.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"6.Windows only\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[5] = round(np.mean(img),2)\n", + "\n", + "print(\"1.Dark Count:\",mean_arr[0],\"\\n2.Total P.G. Light:\",mean_arr[1],\"\\n3.MOT_z P.G. Light:\",mean_arr[2],\"\\n4.All Room lights:\",mean_arr[3],\"\\n5.Back room lights:\",mean_arr[4],\"\\n6.Windows only:\",mean_arr[5])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0. 0. 0. ... 0. 0. 0.]\n", + " [0. 0. 0. ... 0. 0. 0.]\n", + " [0. 0. 0. ... 0. 0. 0.]\n", + " ...\n", + " [2. 0. 0. ... 6. 1. 0.]\n", + " [9. 0. 0. ... 0. 3. 2.]\n", + " [1. 0. 6. ... 5. 0. 0.]]\n", + "0.75\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "f = open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\test.asc\", 'r')\n", + "x = np.genfromtxt(f, delimiter=',')\n", + "# x = np.genfromtxt(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\test.asc\", dtype=None)\n", + "y = x.T[1:513]\n", + "y = y.T\n", + "print(y)\n", + "print(round(np.mean(y),2))\n", + "\n", + "# img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\test.jpg\")\n", + "# img = np.asarray(img)\n", + "# plt.title(\"1.Dark Count\")\n", + "# plt.imshow(img)\n", + "# plt.show()\n", + "# print(round(np.mean(img),2))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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59GitLY1OerycSlZAnbwj0cumGV5kUtHHc+xy3lbzOK+vwFJ6/DapDEmSPVW6zJU5OZttZBRWDcq8v/f+ujn1Pi93Pu56LLeNkVZlbYQ8tikgVAaTE3+UC6jqStZQ0X5vUJJWX/xS0f6qjakxqa5LgMrz+aBYglqC29Qr6SqZApNtgcaSoHVR8rwEhl2V84YzFBrR6K1JbpPH17WfWf7K4NJQeN7nnNN49OjRGX3T+5N1jCZ3lYuYm6CcSuwmm2AexsfzxTNVyLStTIHe1Fiw/GWEKc8bYLgoqj/ykhct1SQYefcqv8Hy1duPKs83R5dMUI7exsSYnTq5PGN7AkomICuA8QasPMewac7qRZarjJD3O8HE1zx69GgJdAx3pkLDUU5qnfHPMfApFrgOBOfK8wYYdlG2CQ82OceJmknFKVBY11a1elG1m2X9fV2is2qjAp4Mk7LelDmJ1OrzOiBd92DZRTqRy/D+28geGJ6AnGcipWf1sanYu/Jeo/LMW3DZj96a7fXel6yg8qRsN5N8Ux6XRlrpM/L02ZepMlVIxHLUN9nkZRpvdW+uGiyuNTBMJZy2rWuUoGI7Ux54So8pQ2CZdWEFY9w5bICxMsU5AJ+3gTNUyHpG3nbUVnr7KUaTk596cdxorGYoORaj0KE6zz5U4QLHm7rznQ+Zi1jXt0qvDGXWzZdR2HARIHKtgeEiZW5i8Dze/iLyF6O4fKp8Xic9psc3b95cJgg9uXMZcV3boxDBS5L0+JTMXfCYy2aOowK4ueM5BfaV0DCrRCOXVN1PgtVcmcoLVPquk4sAh+cNMMzxxlety+j4JsnAPFZNmKlzI/EkdqLv8PDwTF1VNj7rTk9pMDDroJGQ5dAbW5+pvvOaiikRMNYlA0dSjd9cBsh9GdXS66jeim3tgjxvgGFb4c2YuikXwSg2ZQyjicp3EMytI709jdkhhL2ev9MDksJLq699d50GAlPsDCuSCWSYQZ0JGNnPw8NDPXr0aHmu967Dw8MzVHxqLOeO3Wh+EKBcZhvGULGyi8hlrAth1skLHhiqxFwl6wx+U2OfmrgjY3K5qWur9qpr0qv5s0OJ6odhbHz02Fye5Ocqvk6DGY09DYM6kpVk30aJ2MojV8nEHLMEq+oe5/Lp6BHwOQ6h0mmdUW8CHJuCzAseGK5SpsKAEbis8yjr2qBh+7PX5UfXZGJOWl2i5CpE9mGkw4gRpCHl5yoPQZ0YmrBs9aO5ZCGjJUj2fw7NJyuqzs9liXMdy7ayKXN43gDDtjR9G8q3LU2cWza9XgUOU9dW/y1kIPTIpsY2qAQOGszol6p9zu2wvYopJDPgsXWPSRMcLPTeU/Nhal9CVX5d0nIdWGcZlptKPI7am6r3ouTaAcN5YyfLpjdy6qZui/Yjo62OV5OlAit6cycUq/ciWkaGnCEGjZfLhRUQGWRaazo+Pj4Ti2fIcXJyspKXSFayLveT96kKF5xLYdK1YjMJKqxnzn0ehQKjhOkIMEb1sszUuGzjyCjXDhguWtbFuVNy0Wg9BVJzr60mck78TPyl8ScQuP5qfKrQg3UanCog4TImH6ZaZygVYGf7POfwyX2vQgyCyei+bnqvq/CI7V1U+DA1b7cFiBcUMGxjyKOJOaJ7mxgxddr0PYyVt+bxo6OjFeo/NRFdhp40z+VLZN1ObmQiA8ksPcGgStBtkrSbAoQEH660UJ+pdqqxneOhR958BKBV/6bCi3VCkJuj90heUMBwkbIt4o+uYRItw4n0gusAw+XyuYX0xDRs6jAyCgJINdGpKwHF10tngYPnKqbjEIBAw92a6e15HfXktX7sOw0mDXUT5rKr8rxlDFXHNkXUkZFtEjPy+oolpG5TsWIaU5XoS5laRahof7UleaqdytAJBNYhtyO7XPVmpMp7pY5VHJ6evXrnRAJC5gZGY2dQGC0zVjmG7NfouyXDuep+5hjNPcf6p9iJj28LXjsPDJVsExKcp611Moc9jAyRE2DOVt8qP5DXVGEJE5DJSFyPww+Xr57YJCUnYKRRrlu+Yzs2VOcB0vjScAlQo92Z7Hcyk4pB+dqKJVRgULGbvC6d0CY0Pw1/yqHluSnmM1euJTBcNxmxnjSu0TX8nJuLEnBs0MlK6IWzvQSnKmSojIH9yY1RacwjcXmuQqSBVhM9jXu0hDoy2Ow362W/XX6dcY3KrDPiKX0rvavwZ8RK1uk2JTsHDNnBRNxRuVFdm4YdvK5qb0Tbpuri/9xglJN0zs3PLcr5W45+KIpPJdLg3W4aOLcV20h87ODg4MxWZ9dP8HCij5uPrGtrbfn7kunpWba1ttzy7Lpd7/Hx8RlAoEHnuFVGyHtS6cjvyYYy3HI71feU1HmdJOiN+jJV1wsqlHgSsinAjM7xIaNR2VF4kNfQMC2jzUt5LK+r2AsN0kCQj2MnoGU87zLcu5B9Y3jAHEYFbN6LwDdD8VrXWT2GXYF6bj0nyDFsSn2nZIraV2A1YiZV6DFH1rGSObIHhkK2RVnLyNA9ESvvtu460ufqfP5lHxga5EoB2z06OloalstUVJU7JNnWyBvmL1BXRkqmkbSeHtyMguNSAWCGbdXYVuFOBXSVgU4xhQoEqjCpYiHZHwLgaOzOO2dT9sCwgSTtnypTyYjyzrkuDdveXNLQi7tef64YhrTKMvywlI3PYYqfaHQ9nKy+jqEN9ahAJkGCYYoZgaQyb0C9K+NjH0fj7eOVsfFRdILUFLBl+1NzhOX5vzrO+tbVVQHOtrLzwLAJFdrU4DZtb4qeVRNxFItuokNF/0nNpbM/X29xQpB5iOyLy7AcE5T0mjZWe3XvarQ4H+HcRK4cOAzIccxJbGAyQGTClduac4xs1KPk5xR9ZxsZktFAK88/l7rnec6XBJMRwFMPjm+yj2xnE9l5YJgr28ZSm9S/iReopAoDpm6YJ0PS8Ko+S4KFk50jsKEefC+DE31sN1/9VlFat80HsQwGGXqQDWSsz7xDgqGBI9t3YtJspzLuXDXJsavAswoDqnJ5PM+N6uS1U2FGMqSqvZFsah/PG2B4kjJ30Ef0M/9nbM3Xl1cytRvRhlQtYUpnw5D0+pzIfHOzP6durjt3J9Lw0/txbOgJWTbfkFSFZbnTk2NcGVTWn2NDQ00W5XLJiqprK4MfyVT4MArJqvardjeRnQKGbb3+RbGFnBRzzo/o3yhuXKezbyQ9csbsrJ+ZdNebembYwbCC9bB8ZWRelfCSIxkJdxS6DQsTityvQEaRdJjHXb/BhqyA/U6mwvGkIVty70QCK8Eiy7hu5lgqQ2S/OGdGoccoJKhCVOqQ7bHv+XmO7BQwPAm5CFBhDJyGmG3MCUVGceUoHJBWd0Tyu//yO6+1988NU56gZgWPHj3S4eHhSsiRTOLo6OjME5IjplNRdJdPo2c9NsRMUFoPtp8MJFcZeL94H9fRfEtelwxkFG6tkyxX7adIpmCwrOaP7+NcuVbAMKKf56njvNdVNJFxbMo6RkEjdh15TZbJyewYPIHC/xMsJK3E7TSWo6Oj5WTLVQ3q5kQkX/YyArgcOwMBx4gvkiVQVC9wyTClWtGwYZDVpHceLb2OPHjqQTBKcJ1zHcc266nCkmpMva2dwDe1sjOSawUM26LvqJ4pep9lpm5eemvfEHvaNOCcNKO18qStNhhex0ldPdJMWp95ANbHNh0yeOWBhmu2YHpvYaxN6s8VCYYC/E1LaTW3wQnN8eF4Wr+HDx+euS8EGV7LPh0fH5deOfWqgL8y0kwMThmlr6sePJsCoGQn2W/fB163rVwrYNhG5oDHiCaOJMumh6B3nqq/igUTPKpj6d2SJmfoQHH+oAovSM8dNpARMNlo4Lt169bSON2+WYY3S43iZQJUeu3eHy958r0OLp8gQ6D0notkTBxnLoNSj8xP0DCTrYwSlpRkBlUSlrs989rq+xRzruZ7lZhcJ9cKGDZlCFP0Pz/PvSnVNdUbgSzpBbKeKkyYAgdKZsjT6DMp5XJ8tsJ/pO6s09SUP0rTWlvmEo6Pj1eMjHTeHs5t09Bz1YBGRlZi3Tme7K+P5biwfH6uWIqPk4GksbrP1UavTD76M8eGSViCUQI4wxfqW4EH28pjo37MkWsFDJvItmHGHMmBTq9TGTQTdHkNPeUIFNKoWaZiBlW4RA+beQgacAUuN27cWL6/kQCUv2adeuSPzqSnPDo6kqTlQ1NsK5dSEwjIMghKZA3uN42T4cW6e0ejy/zA3HdQEHAz9MznQ/KejcZ1rkzlI6Zk+md8Tyt8VWvtPa21D7XWfqq19g2L4y9prb2rtfYzi/+/fnG8tda+tbX2TGvtg621z5+jyDrvXg343Loqw5kreS2NgmWm8hacNCzDCZcvQ636OfIsnPBkAHmdyxkUDg8Pl6sMVZIzjZ9PTlK4BOr/PEZGwnwHwdLfmXBkv2jQnAfuQ7IV1ifpTPs+Rp15rceHY5djzbJ5b5MR8Rr3gYCQ5VMqRjB3Tm8z9+cwhmNJf6r3/qOttU+X9P7W2rsk/VFJ7+69/6XW2lskvUXSN0n6ckmvWfx9oaRvW/zfWCoj2yapMhc15wzguqXJqr4EN57nZBvpWeUL6ClZlycgJ1z1R31cT7UHwfXbeB4+fKjWWpk/yF2FCYrUNeN1LjXynH9bk20wrKnGw31iQtbXZp6EOjAcYFLRBpwMwzr4Gi7jpiPg2OSOTzKJUS5qnePM8lPn58haYOi9f0TSRxaff6219iFJr5D0FZK+ZFHsbZJ+WKfA8BWSvrOfavePW2svbq29fFHPbNlkIKaOX6RUseu6ODAnn8vQ+BjXJ5hkndYhvU3Wl15oRGXZjo3dS480SCb2CC4OBzIbngbjY1ylSH0TKC1kLNbT19FYafBcYWAZ65/3kffIbXFsHj58uMJYfD7fR+k+TiU/585hzpecVxWDyPxGft5ENsoxtNZeLem3SXqvpM+2sffeP9Ja+6xFsVdI+kVc9uzi2CxgyMGZG1+ti9Gy3FR56jK6OfRObGNUF42VBsp2+MfEG/MK9OojGspjNOhkFNaL+xPS2+fr33MDze3bt1eW/ji29KI8niFEdV/y9zRZli9xod4cAx5P42By08e594EA5s8JTkxcZnv5TAjnQPaTfSRz4bMqVV6C/aycE8dtG3CYDQyttRdJ+juS/mTv/d9MGGt14oxWrbU3S3rzjHa3OjcqV9HbNFRp3p6JqTIj3TjJGSKkp+WTiwQMf8+9CTbC3JrsMjR61pnJwcwDUK+jo6PlhHNuorXT8OLg4EBHR0d6+PDhcvWhGiufY3+kx/sMDD5McloPGzITi5KWeyQIUAQlG3Q+3ekVF7IvGp+vdbLW9VK/DJ84jlk3ASAl506CU7IP6zJ3Ds61FcssYGitHekUFL6r9/53F4d/uS1ChNbayyV9dHH8WUmvwuWvlPThrLP3/rSkpxf1n283xqqus85XaEtkHm1M2aTdbIP7BPIcJ0CVQc86uXmIAEOjIyD4Wu5NSMDg5imOCb0jgYd1+PkJhyP0eBxbPo794MEDSVpJiKYBUBcaNvsknYKDNy4RZDxWCYR8cpR9zlDHoPDw4cMl8GQoxjDNdeSKhe9x9nHkoDhuyUqn5hiPE1A2ZQxzViWapLdK+lDv/a/i1DslvWnx+U2S3oHjX9NO5fWSPtE3zC8M9DhvFWfqSOZAJM7ym7SfN9+Shuy26O2ZRbcBcuLZIBnrc7J68qfh5/lc9qzKMNufjIbHb968ueLVff7o6Gi5auD6j4+PdXx8rMPDwyUDoQ6Hh4e6devWStbf9UhashU+MeqyBCuGAO6P6yFAuAzHn2NjgOOY+xwZDc9xPKmj2+Z8MpC6vsqQyRjzfmzqrOZKW4ckrbXfIen/kfQTkgyD/61O8wxvl/QbJf2CpK/qvX9sASR/Q9KXSXpO0tf23t+3po2emdyJsmvP0QPkdxptdWxOu6OyrLeKeS2jvQiMr3ntyLNLWhpO6kdDsRFyizPrNqW28TG+dxtsn3sOfDwfs+ZY2LDIVKTHKwzst+syIDKxaVaSD0kxP5C65T0h43B9ZDb5PIX3bnC1xHUw4UidWJbnMjxIVlAZfbIR10kdq5CiCkGee+659/feX6cZMmdV4v9VnTeQpN9VlJX7bewAACAASURBVO+S/vicxi9LqkGqKJyFSMxjmzAHGjgn/6hcJUmP6SVYhl6yoq/WfbQOn6GKty+7HhuHKbmNz4Z648aNZRhAwMgJW/WJHpl5gswZWAhQ3IVpY6uSsAkGHg/G+ASko6OjJUgw1OK8qby2+8p7w9WKast0zsUq31JJtjs1X7P8NrJTOx/PQ32m6kxUzuNSDRTb6MU8QoXyaeyjdtaxjwStzNLzL5OIBAUCDBmJ/5PJsS22efv27SWgEFi4ZZqePUGj2olZ5WIIOtUSqQ3eDIAblwwkN2/eXHpxMgUDY2uPf6Gbb4RKYCX4pcdmKEMWUd0/J1Jz/rEM2/E55pgqsNoWECw7BQxTss5TV8dGRp9lqzpyYDnwc3W016hubJYdsYVKF56nkWVolACQfbOB8B2L/DFc6vPo0aNlLuHWrVsr1+dSWyY7+cATcwf20pKWKxutNd26dUv3799fGRsbPVcHqlxNjknVX3+/devWGaZjYE8gNFD4vpKhJehmaJD3k/fBAFa9K4HXE/gJsmzf94njlWMwV3YeGM7DIpKCrytT3bgsW3nsKYOv6p8COU6GZAqe9KaqXDazMKmWoMA6mJRzf+wtnYjjdmkbBT2sQw2CCfMJLp8hjw3U+krSU089tSxjEMq43Xoxj0AhIyHoVE9pHhwcLHdx2sgZCnicWY+B5NGjRytGRwbFceZntj81N3JeWSpgr8IF5pYIUpvKzgPDNlLRK8smQFMZ8pz8RdLfqRxHdR09oY9XHse02G2QNaSOObGSTZGWjh58IsBw6dAAwbianpdr+dbFgOLlRa9USFrmMR4+fLism4lH991e0fWa8UiPKXqCq8f25OREt27dWrlWerwngh7c7Xjc6JE9Plzq9ZhwzDjWIwY4mg+W0RIoj1XsOI/PkZ0Bhsp4pmQ06Dw/om8+z7L8X9HAihXkREnjpCHl9aOcA1ccclxcHych2+XymI2MjMH62vByzGxYVf9syA8ePDiTR3C5w8NDPXjw4Mw4EeiqzUlPPfXUMnTIh7qshw3Wqypuz3sXGBIx7OByI8ElQy+vaHDseu9LlmAxWzHwJW03yJAlTe2q5Fglo8g9G8lQci76O/+q+T5HdgYYtvHk1QCNym/CHNJYK1rmG5a/n0Cd2CbBI0EwASMnDG9+xr+ctKyXST++yTlBjPVV6+wsa6Nv7TTheHJysjzmem/evLkED4MQhQDj+vnsA0HEjMIGWOUEUm8yh4z5XQ/1Y7vZb+nxEih3bPLFMNzjwCSix533KMNZ94E6VIw07zN3dFaMoXp+Y1PZGWDYVkYTuaJm6+qgsI6M9TjZnLmmN09j5WRPg/cftwBX7SX7ScYxCiMsBCx6OtaZx0i7bfR896KNnM9PMDFHIHL7DhsYujAcSAC/ffu2Hj58uDKONFqGAb7WrMfenaGJ9HjZ09eQ+o+YnO8ZWQUBtzLETDo71Mp9DtW95fWZmJxyiBzrijnMlZ0Chk2NOGlXImZ1XQUYOXA0DGl6hYJAMarHdWR9aZScrNTBRpbLb4zjU1++FJRswZMzwxECDL2/Kbp09nVvNHrS4wpgMiHm436+wkzDuuWr5Jh/YF3Ww/rZKLzL0TkMSSthCFnH8fHxsn321cbucWMiksvS1jMTkpwTBBXqwNWFXGbkOOXxii1wnlH3ag6vk50BhvT0eW7ddSMqOIc9JDWtPDONOXMHUv0bBZWerJd68zh1Hd1c5hLYJuNz1p0rFxVzyTHyeFQ77BIcvdx4cHCwEk44N8Afy03wuHXr1nL8/ExChjgGCxqJwZFGQOAwSHiMOC68367LutJ4rRffKMVr6M3NIri1ne3yz2BJZ+BnMnjfyYg4BzJvlHOnmrebyM4Aw0hGDMGShl8Z5Dpgyf++ablRKT1AUviKelbtZR0WAk6GEOmFDQJkBAkcqUNOJj5TIdWvYZO08qRnshe3wU1FjHF9LI2SIOY6nGvgCkEaq0MX94fAbN0c9ycDMgs4ODjQgwcPVnZN5nscySZyrBgKVONNoKocCnMROV/ylXSs28I5X4VACUbZzhzZeWA4r1RAkcc9oF7+48CO6hgxjOpzAsdIBxoivauX5tITpH5JraWzmWwaqb08dXDoYC+bDyfZa3vi26hInT3B79+/r3v37i33KFRr/+6vdaPRGIBu3bq1pOoZkjDJ6rG253XykobvsWLyVNJKroSMw23x+kw437jx+JX5nD/c3MV7RvCgYWeSOF/2Us1HLhtTRsx1ruwMMFTGkueZsKpoOw0x0dPH0yNmhjdZgLT6olS2w3L0hOlxpdX3ELA823TdNk5O+DR6fme4wdyDabUNLJOObNv12Ajv37+/pO8eNxqPJ7IB9d69eyvxOp+/4BON6d24pMhQwEblPAdfJcd7cXR0tAQ3Pu/g3AIfGbexeaw8LjRg5lSsF3ML7jfZGt8sTdbiOqo3YTFBWIWVGd6yLOdjFX6nHfDYXNkZYJgjGU9VRiydfY+eJQeHtHGdN+fnCoASFJLKeTK5jtTZ9Umrj+Jm+9zyyv5y1x/pcYLLSG+PpV9hxg1LrMNGxzDg0aPHvy9x48bpciBBxN+pK7PyvE/28mZKHI9MMPN+MCfRe9edO3eWRuS+tdaWKxT5FKbBgDE+k7QeG7btvhpc7t+/r5s3by6TqWQ4maykTh5DlmutrTA6Miw6unQQCSIc403kWgADO5v0nSxgZEzplT0x5g5WerlsI2P7is0kjUyD5ITn5hlfy2U3t1OBlPXipGP9ZBecUFn/iJWdnJzo9u3bKx6NVN/sw0lIL0+enJzo0z7t01bq5LiwHYZ0HOt8FyV1oMG6nz5fjaU/06MbOBg2cA+Dy2bIwHuX/9mO6+M98dhzPrA/BDfeF847zu1R2U3lWgCD9BgUPNjM/nIwpOlQgjeJA5pt5ecqmcNz/F/Vlf85MVhnxswZa1I35g1oyJJWsujcZMS42OVyGY/JRutJo3Dd9q5VPsJAI0mf/OQnl/24devWEpxooEygmor7GB+3duzOHY3OF9y8eVP3799f3n/rxURghpIJ7gYH5x9cnmPIuJ79ICvh+xp9r6xTJh+tX66I8B5Q8no6vgTcnDNzZaeAoepA5RGlVWPIgUuanZQr41Rfk0g7Gvwc8GQso4RQAoknS7V9lmhPb28jzo1VpKDWk95MWv39RknLF7gQIAnABF0aR8XcHHo8ePBADx48WIYB1tNiXWx07D9zCTYgU3Q/1+C6ckWDv0dpPZjEZWzfe18CIj0zgYMgSMM/Pj5e7regkXssDJjJjDJXwXCCeQrWxdWVCijcH95TSnVsruwUMEhns6mV9x6FDAksLD+i8HmM1+bxrJ9en7qTmlbXVUCVYQZ14I3nJPXn0evB8juThZ6MNmiyAvbJejCJl0wlwxO+DJa5Br6vgasjx8fHKx6Z/TcoMJHoJCdZhsfG+hiYrAPzCR4XSSt1EhwkLZ++5HMnPs+3XhEovdLglRGOD4GWuzEJ6qNcAucN733mlqTHb6RKdrSJ7BwwTNGeyovOrY8eIzO6bDPj2qpMUj0aLsFmxBiyXoY3lQ4+lmEAl81y5cTXMMzKfQq3b99e0cfJQ8e9ZhSuy/XTy9kIqV+yJXpRevVqDBiXs39kcN7VSG85ytTTmNlXswpuppIe0/Tqycx8FsJ94zgbRO7fv7/SNnMeBjb2mfeNZdNR8H/FSnPecO5sIjsHDNJZT1+dGxkdv6d34I2rvH/FVkaAwLyCb3BVbtSHvN59stF4UlT78W0AZCb0LgwD0lO5zTQcaXVZUVrNzKfH5SqLJ57bJW12ToBMg4bOZCUBw23RI/LRbAvHyGORmX2DmM/bm/PJzMx9cHmZPzZjvciSUleCz/HxcfmsRzIJ7qDM72YhHDvec64c8TkUAgLn5xzZSWBIj0swGIUOaYgjGk9huVHdafSVoafhZjn3JROY2VaVvOQEJMBVfaNndDvc7Uf9LMw7tNZWcgJ8+7ON2zolk/Fx9pf12zDTe7Ofbp8AwSSqGQwBxQBEis39Gnfu3Fn5vQl7a1N5voDG9RhonEQ0aFh/XuP9Iq6L+0dchvkY0vxklWQWCcYVO2Q4QRCno+G5TWTngKGa9FN5h+paficdyyShVL+jcaqtNHbqKJ0NJRKocg1/FMrQiDix6O1dJq9Jb+J6K4NkvTRwT3Qboj0s66FnrcT1eCeln4Nw/M9xZ76GG464h8GGymSdQYSrKzbAfFkL39GQy5k+T71okHyy1EyDv01hILGuvN80eDIqhp9u33kejqHrJFvI+1/NNTqcyulMyc4AQzVZcxlydA0NMePsKixIGp3GlNdZGBezzqwn27Mk3SW4ZHxMmskbaxbgicr+J8vypKe39ESncXvcmDSzl6QXsje1cVQhE1daJC097o0bp+9TsEGQpfgJyzt37izrkLSStCQAWXcyOTIahyak5NTNj3K7Do+PNye5X0dHR7p3796KF5Ye5zi8ndr34sGDB8ux4dOZBiquhJCpOc/gOgjgBDACTOZR8l6QNTwvcgxpiASHkRdPLz1Cx2QLVdsjg/b1LMvkUtJsGmp1UzjR06hpjLmdlsttnEAEE9JN13Hnzp1lHzL08cR2/O6XvVon7mDktb7GhpBAJZ0mOA1k9PLujw2CL2Fh3ibHXHq809Kbp1yPy9M5kB3YKG38Bg6CFVdfHj16tNzMxcTj3bt3z+yCNMD5WidtuZzJpy8dbhA83H6OM8eCIYTr5zziMmiGlpvITgIDJ/aIuvuYdPb9BZSKQtPwK3rNyUmjk+pt1EmlK/aT7SdLqQCtAil7uAQF6maDtUEzfLEhevImoDx8+HD5Q7VckXCbmSTzygRBxM8vkF24bbMQLk+S8jssYFLSOkhnX7LCEMRtWE/qZ73INjxu7IPrtd7c0OXtz/kiGDOx+/fvr6w2ZKx/7969M6+p5/0jM8r8SRW2krFyhSLzXdeeMaQRVd49j/O7ByMz13k9P1fG6IH2ORpJGnMV1xGoODnYRhqr9JhF2KNNMaVcJfCxDBHIRvhORAJCbg6id6XOvT9+0jPpLNtnXewPE4YOV5jLkLSyMYmUm99v3Lih+/fvrzymbeMj1TaI+FmN1trKU5cOh/wQmPtOMPJej8y3+OEue3fWn++TcFt8g7bnKFdvyLJyKTIf/jLoErT9mXVW82SO7BwwbIJs2VnG0jQIGkOGG9VDSUkRaeTcJcdQJ1kI0dvXsv7cj8+bSK9IUKB3TAClsdPoOSZkQqTtHAN6F7ZhfW0o9FJsg+9ftMdPkEp9zS5sYPbCBGHmZ6yLr8lwzrrZQI6OjlbeSO19F4zxM/Z3HwhS1unmzZsr27EzpOE8IOvidXYCBODWVp/VcJ9zuZRjSeFDWzl3N5WdAoa8wQSKNNzKS7McQYDHaRRVPck+iPwW0nhOfLaToUjmClIftpFJVz755zbpQRK4bBjJjhIwq5CNBkjw8DFuReb+BG6GYsjAVR+zgQQhG5ANggm56r4QyCpmxeSlj3vDkaQVSu9yrIPhIul8envrI2n5gluDzP3791fKu5zDGo/D/fv3V0K7dBjsczI4/6ej4b0nk+B27DmyM8BQ3eAKFCxTzIJeutqDkDmE0fmM/+nBqsRoshKyC55Lb5t1k3ZWrMftZ56B/ckxo0ERfKvxSuB0P+lV+d0GZCPINyhx67UNIOk/n5ikzjRO95senIk7ru+TEdrr26AfPHiw8ng5E6MJPEwSG5C5XOm2HIrYoPmWahutwdNv1uY7Jn0fPN5kPAmyrJNAkEn47M8mslnpS5QR5UmQ8LH0loxhK/ZgSeMZsYWk2z7nCeysdD4X4bJpYJU+vo4ejmCR9JH1p3fkSkZew35x7Z1xatVHt+eVB1NxX2Pj8CTN90hIq0k+L+e5XsfrHi+DnZOE7pu9K5kGAZzsg0zI9N7JTuZUOI40QDqNjNsJXn6oy7r6/82bN3VwcLDyHkuyrZs3by7B4OjoaPmdgJYA6XFxOR6zMLeUTiTrmyM7wxjWKc+OSmffgZCef1RHFWPTCH0Dc2B5E4jcroPnOKnTkD1RbAj8zcak7Nkfgoy9HcGAbRM4XLYCRXtraXXzFWk9dUugY+ji+JztcO2eS5Lug+8Hr3cewO1VDwVlLsX12Yu7Du5cdP/ste/evavDw0PduXNHN27c0HPPPbeSfLUuTiba6N33W7duLb2/k5GPHj1a/oCOx936E3g8vryOT5RWL5QxqyEI+LvHg498c/5xNWmO7AQwzDVqfq48vb8nwCStyome14+WSis96VndBo2ObWdokvqn4TKjXPUpPTtzBmyXgOhJ7glOw6exERwZw/oa/6fnSoZkr83lSrfFDUIJEA4/bFg8lyyIIMg4nMt+Dl+8LGnwILPj25IcBjDZ6H0aBpebN28uGRKfDWE53gfq5oSlx9zvkbDeBgMCCPM2FgJ+tdmN92RT2QlgmCvJGNLTj8pWFF6qf7iDHqiqk8bLsj6fbKHSgQZHL00DqTy8+511cjIkDc6NR9aJW4YtBgyuf/v/CCxsGARbbsbxkiTZBkMm13/v3r2Vl97yHrg8wwlpdQmPY2LD5G5Cb+kmc/C5k5MT3blzZ/lqNhol9fF1h4eHywQmQwSPKfMVBj/fX7OVp556auXn/LhbkrkGAkw6QQKF8yTpmHI858rOAEN6NhphNSi+JhOA+Z+TL42enpiehvVnnM9JnglAS7Upp1pyoh4EBcfD9lSe1AlMvpbLZT5PQ6aO9o6m927LxuRJzWU71mG93Xf2iRl1xvp+vNvjR8/v62/fvr0SflRJRt4rb6JqrS37I60m6gxC3sJsvV2PQcu6e7zJCjhvuLrAsbLe/JFc7k157rnnVhgkt4B7T4fPeT5bD85d5ms8RmSNBLwM+egE58jOAAMNlV6RdDqX4GykaexVOZ9PWpX7Ejhh6TkzKUR9qQPpKw2XLwfl9RmCeDKTOaTHpcE4MchlQfbZQOAkF2lnThgCJycZ27deXo7zTkDWxzrykWv23/85ySWtrFrwXuRKBncl8r7TgDwmrptPWhpMubpCA/Z1zo94V6jb4WqJv5slPXjwYGm0DhVo6Mx1Mby6d+/eUj+yPic2j4+Pde/evaVunrPWOe0nnedcWcsvWmu3W2v/pLX24621n2qt/fnF8c9trb23tfYzrbXva63dXBy/tfj+zOL8qzfSqNbhVFkkChNNq/IWbl1N5uEbQ++Yk4oAxP9sb4q9kG7zdWq8nkktTmze7NR7HUXnmHkc6MkJfCcnJ8sVAnp1lyFouv6Tk5Ply054j2iM9oiuo9KZWfp8OImrC7w3XL6zsXjlgIBmA7Ue7ptBK8Ge8+HRo9NnJfzsCFkJwyf39c6dO3rRi16k27dvrzAUhgNkkWQ9VXKbyUqOmZ1BtZ+C84bzYFPGMCfwuC/pS3vv/76k10r6stba6yX9ZUl/rff+Gkm/KunrFuW/TtKv9t5/s6S/tii3VmiU9DhVnE4jzCRhlpVWjYNeiHS1iufzM5erMq630adX8Hkae65YJOClV/U1nhRcjfAkchY7QdFGwoQWJymv8YT3GPnahw8fLrf+OtFmw3KikDrznYdkUmQrvT9+EMwGzb0QTBLa+K2Pr/Nnhg8eV0lLgEkDMyOhx2e/PF7ui3Mft2/fXhqz56bH1eDhJcijoyPdunVr+Z35E88VziHrxaVLj2c1Z90nXj8KHzbNL0gzgKGfyicXX48Wf13Sl0r6PxbH3ybpDy4+f8Xiuxbnf1ebyWOS5iftTi88qjbPc2CrOjh5R/XTgBlf5zMFDFsIPKw3Y/NkB9lmxvM5uZj9psHmeOQEISMgU+Ck4714+PDhShjivmVSku35u43N4GAwISPho9wE/6TspNj+T+Djfcj/Hi8buO8hVyfcX99DP1/hYxwbGzPLGBh4bz0mBn4ySB/nnMrQNUNIjkOyBY7VpYUSiwYOWms/Jumjkt4l6Wclfbz37jv2rKRXLD6/QtIvLjpzLOkTkl5a1Pnm1tr7WmvvS+SjUdKYGY+lkfi8j610svCkLJv1+RrfpNxgk20mfeZNYxvS6otTfM4eKNvJbLz1spA2+xw3IVFHH7c359jY83kSjcY28y727s7uk20w7uVSnftGZkWj5ANkCTYW9znvlfvJUIErE9y1yDyO/5w3sXH7c2ttuTkrH3f3vXf873O+l75HBgQ+0MXx5ItbuGmMY8CQLMeV8zrDT+ae5sqs5GPv/ZGk17bWXizp+yX9lqrY4n8FTWcWUnvvT0t6WpJu3LjRJa14wYqKcjAzeUPPxUnoelmX6+PAJX0bXWdJOk+qPxjD5XXS2Z9zT8BIIGKSlHEt43Z6fNNx95F6ca3c+/vZ9r1795ZJtmop0hPdxkkgOjk5We4DcFneE26Xbguq7rY97taJxu/74byB+8jjvpb7CzhOvfeV/noeMZfk0OH4+Hj5Azlkf7wfvp+ei/lDOR5nG72/e88EwZhz2OcN4gwBaQdcLmbyMedcBSDrZKPgo/f+cUk/LOn1kl7cWvNse6WkDy8+PyvpVZK0OP8Zkj62rm5PgEwSZiwl1c9VJK0KvVfKMyTINxFZMtmV10qrT7NNIfPI+7HPBpqklaTj6b35JGMCR3pogh6ZiK/jvomk6r6OdVhfG7qTexmjs498O1KuJGS99Jju8/Hx4990cJ2u4/j4eLlJKAGnitnphPjbkwYV9+ng4GD5shbnITyG6RD8QJSklRfYWE/ngQ4ODlZ+zIa5Ky+vUl8zJINEMkL+T6D2GFw4MLTWPnPBFNRauyPpd0v6kKT3SPrKRbE3SXrH4vM7F9+1OP9DfaZWaYjZufyfA0KmwbIuI423KFdt8381yAYW6sA/ev1sl8f5wE16bzIi6pbshiFHBZzVOJpiuz6ujEhaSaaaevv7c889p+Pj4+V2Yj4Bap1pPDaC+/fvryT+vDHHwOHVBRoKd/8ZDP3DNvbEZHD8PQdup66y/LyWY+SkofSY5fDHcG7durXcB2Gm4WsNEB4zt2EdrLf/J5h6vDJv4vr5ABcdk8GZALINW5DmhRIvl/S21tqBToHk7b33H2it/VNJ39ta+4uSPiDprYvyb5X0t1trz+iUKbxxjiIjY2XSqGIH6Ykztvd/Gg4BhOFHgoPbIiWm8XFZLPWmnjzm/96Uw9CJ3jPj/Oy/hcfpxWl4HI8EUPeNTxFabOwu61+Y4ng4t5C5jxyHzGPQK3I50mPGpCTHOx9m4rh5qdN7Bnw+75GNsQJ5swTq6T0MXBUxizCwUm++a+Hk5GS578BAZEB2vVypseFzHjNv5PvI3JLrs/A+Wqe8t+tkLTD03j8o6bcVx/+FpC8ojt+T9FUbaaGzns//fY60szLivJ7Hko5mIi/pNwGA9XOCSmcffWbZNMCcOLnxhjmBZBkVLbSXYV6BwEIPyO/2pu4/M/+8ht7KY8+lVI9lLvnyGQe35Z1+FgImwwGGRjxnqSgx5wI9e24m47i6f0zi3b9/X3fu3FluWWbOwveHr4Dzm5p4zw2SXrqks3JZjxdDkgxLaPQGjgoQPUYMrdhf15fzc47szM5HabzCwAGeutZSsYusP//zvG8Yr69WBTzwnmA0/rwRZCysx7pVCVUCha9h+3w7UDKo4+Pj5e9CeGJmUjLHLpkIx5IUV1r9BSbrn4CZ4Q+TlQYPt82xZF4pk5dcojw4OFiGJtzwY0PjuyerLdEcB4cDDhfcBu8LwzTupSBYmiHwLVzOKeTKT9J8hiS+Lzm3fJzsIudeAmgFqOtkZ4CBRllRculxBzMkqOqwJD2n95i6zkDEycuMPA3R/3OVIJcuSU8T+ROoGDuyjsp4aUzupx9xZuY9Q63sa+4wpEG6PSYuDQZ88Ij5A+vFZwrsKf3AktmTE4u+zuNCz0q25s80HCb6GOrxVW6ul3F976cPcXlDko2aj4w7DOCLVtg/t2fgNaPgvWWIYHZFkMokI9kDl6aZiyDrqK6l09hEdgYYLJV3tzCBNNVZGlsCTbKJUXnfBE8AGowBgHp60vHlILzWDMTvBuAGFwv1y76ZtrsuJ7Xcjvfnc7JIj5dFneQ8OTlZlqVx23Cq0IWMgazBBui2sm2GPNk3t2km43G7f//+8oEqAhEN3rSdP1xLQyXD5OPXyTy8V+H4+HgJCF6m9fsUaLz0/GYrPu5nHNwnsrmM78m2kiWRBTAxnMyZ941243lNRsN7Mld2Bhgq6s8J6u+jxKPrmGIc0mrszQnDa+0dkvalfpSckAlgbpM5BbKIirVYrD/Bhozk6OhId+/eXeptD5xJJ3tA0lovj3H9nKDA+8NxI322Dp7kZAgGFCdGfY3LcEWGTCTZUuZyCB4EFt5HhhQeewMkvTD3PThx6THkcxx0ApkM5Hj13nX37t3lOTIag4n7xLdaZUKR7IjvhmROyeyMrI95m23YgrRDwODJURkJKTKNnsmjio7zGtdTgQF1IB3mZKYumVvw+SqZyclNapn5gwyR2Kav4z4JZtodGxOIvEknQwn/8d2MHCu+Gt26JI2n3tbLiUauz5NhcG3dk94Zent2T/6nnnpqaZA2CvfBQgaVuR2W4+Ylgh7bzrnA8b53796yDHemug/28GRNTEqynOtOBsFwi4nI/O56uDRKUMmwj2UqhzMlO/HOR3oFZo6ZZfV30t30oC7Lp+boxbleTUOWVoFJUlmH2xhl/On5ko5bd+uYOlsXTiqe47UGJRuE6TInIfXg2NlQ3Z4BxdTagGK9Uw+Ovf/4E/dkS5ys3vHHcbl3795S58zwW08yH/bHYYDHxn3wWr63N7sM9eE1XGkh+PleuM/+MZmTk9V9CNaXgMdf/fKf+8+dkBwb/7fhW48MF/I+8zqGLTzm9jeRnWEM0tnQIb1Z0smqLCdPhhosyzp4LT/TeydLSFBhfD2qz+2NWAbrz+sYp9vbWXd7zwRSjxtBgfEs3zbUWluZN4zxvQAAIABJREFUkNSJMS4nqQ3XoEUWwjHnmCToeD2f4OqQhvmBvAc2WOrsdhzjkxHw871795YhV17Le+iQgePKRCN/q8L3jOwp54fHiElGhkJMnvJzOjgyObI4gikZa86JObJTwCCtJrsYQkir9JkeOvMOrMOD67rJSpJ6ZZhByaQbjdtxelLETCxWxsxnEeh1rSv7QL3YB//lUiTfzsRfgyIg2YvnuBhEWI7jTIpOj+e+5ngTHFzGfXMoJJ0Cx927d8+MJ0M7ZubdF76mLkM8vqDGL1uhsbqfTDSaJdBB8CUq1okMjse4lEpmRCbAuUWAcvLRgEEA4Rz3+Cc40pnlnJwrOwMMNGhp1WNXsaMlwcN1kfYn2tK4WH4UHrgdT67qQanc/WcjpxFmXE4AcJu+dsQ6qpCF4+DjzGdQrxSOzygEsXHZE7b2OJfgcy6bnopMJ++XgcH039cwmWjwzDHl+NH7GiAMIpkotUflZioDFxN5TDZnP1yHHRWNkfkHAxjBk/eSCdAMvWzwvn/c5u3xMWgkQ+Q4ezw3lZ0BBqnO+Cdg5LkMBWj4VRjBCclzCRIEpGyDFC8ZSQIa8wDS48wzKT5veOpNfRK80gAJZvSePm+qnwlPZsNH77wkY5K0kuzkpKXxcLclPTrBi4zEhkzvylfO55Jt749/mJdAQa9sPZ3EdB7FT1magfh6gsitW7eWYHFycrLMW5Cu+5kNPozncmYM1onjUy3DOnfBXIgBgPsUGLrkXOf1aUObyE4AA8MAdrQChSrUcHlLlVS08Ob4htCrclJRl/Qg2WYChPR4icuTnR6KHpl1ZUiTbXFzSwVmFYC4XoMDvVLmFPg5deO7EpLJsD+ZCyJQ+XjGxtatYoYJGDYaX5OMKL2xX7rqEM6Awf7xwSTfN/+6FPtigzeT4ROdqRv3K/iYE5AEUDOA3E3KMc75yVDMkoBQ3eO5shPAUBl+NcntYV0u8wEZpzP77Lp8k3KCZ0zNgbdnYVm2mwzA12ccXDGN9IDWjfE8xyapYgWU7K/HxXpZR5dJD+vEXa7Vn5ycfccD2ycw+nN1zPWnMXPFgv301m7WRbGRPvXUUytjxxWSzG/w4TAmAn2f/N0POXkMMgRxbunw8FB3795dmRN86CrDBLIGMoEcWyY282lK3mOGUimbrkYsx2irqy5BOInT8/p8Umwez8Rk5XETgCStUFzT2d57CQQME3IS00OkkWY4Iq3G9qTYBi4mxigMV6oQxnpkPwlSLG+D9+STVo3YdJ11JpMgMPIpTdJkT17vVrQ+7KsZAEGAYQjB1WNlI+eejWSAuVfC13GTmVcYeO+cBOVSqp+UNIs5OjpasgbmKKqEos/7e4KC9bUeyVqT6ZEBsVzeH86DubIzwEBDMurnOXY+z3HicvLnG6EszDX4M71qtuk2SMuYcU9mkl6Vy2X0xm7LWWxvmaZXcVvsL70HvbL14eTJmJQ6+jkCelizGL4rgSBpvT1eHBeDifMLZGbcBu5zPO/+ckm499NdhA4HnIizUJ/KqbhdjyvDFYILx4pMLlcFzHju37+/8po4f06mQLDJ+lwnQYTj7O8ZRlXzM8GYQJ/zeI7sDDAwM++BYixegQLBg0ZCj1qhJ8vT4LgTkIbt7zQu6kgWYaPM2I71MgPPrLV/eyLZTtLuKvSiwXOsqniXRsnHpD1p/Z/5DOnxpiLr5HP2WhUYGCT4DkT+KpT1dPtOCuZ88INLrbUzoUgyJevgJCCTiEzGOq530i/HyvOEc8SOxjkKt2Hv7/bdf+9r8HhWlD+ZE8cu5106H5dnuEQg35QpWHYGGJLy2th4U9K4R/SYhsose1KupGlpgG6Xcbnr8TnmM3wuAYZ1JGjQ02UOQnpsGFUoxTGTVpOanuD0WPSiOeHzWQauUtjwOfnyx3ipJ8faQJf3g6EMQY33gF6dY2rWYf04Pzhu/m5dGS5w3KtVovT0n/rUp86AFYGXYZjHj/stCAxOQHpM/CSmdbDj4NypHFW1FFw5r21kZ4ChMvrcqMLPWT6X2RhCsA0OItvlZGE9ks5MYNZVTa7MytOok/Kmd7B4Iiclzf0VrsPGZ8rJsIVGbV09PjQe0l0+epwARJrv7+ndeF88NtySLT3etORrMu/il9Kyb+5/7g/I/nCM/MRmte5vI2Ty0+055OOTqK21JavheBMMGB64vw45DAq8jlukObYEhcrAGdqlI0pmsSlz2DlgmKI/laERHXmtB9KDzPIpBAB/r4yPk4HXUQcn1yq6yHaYC+D6vCektLp92AZRjU9OjnwJKScN+1kxM5/nZiZfR6PMTH56Nnpv62j6TW9LNuawJh/uMvMhI3GuwCHKycnJcquz9b99+/Zyt+KnPvWp5Q/GZBuZI/JYcVWGDIdzarT6wLpyZYF95730PfP/1KNyIK6P41qV21R2BhgSKadCCMuIWlerAy7jOtkub7q0+lN4vtkEJcaprI8UNNuiwTBedntZlpM3PTT7wmtdLuk7+8prM5djVsGfhGeWP71WhgH0YAk01svluKOR9yw/5xIh++k2XK+3VfsJUTMjUnMaox95NsNkvwwWNNbe+wqLc518zoF6e6wdatDIeSzvjz+7DgNdAoLHn+NIQElGt4nsFDCkASZFqgzOwvjQ1xNQXB89AwEky3ki0ytmAk9azYnQWBlaVD/SWgEaDcosgvTZx3Mt3ZOPycuc8Exq0puzPfbVYvDLTTkZcmUi1t+ZUEswk7TSFzI/jyHzC4znb9xY/TFaj5Xr4e9H8ByZlHXj/oxkDJ5bvg93795deVcH2RPHnYzCuvrZCxu1cx5c+SEQkQlkWEBQ4fwdAc2msjPAQEpK409PmfTdUiUOXY7XccMHb2B6xfQKBARScSa5qrYYKvgc91zwpjMxST1Znt7U9WU4RVD1xGU8zr0art/XE+A4rhwrMoe8X7w/yTBaayu/+u176/HxeHrMOD4ERx8nEFT3n++p8AoCV0ysc4abCQpMpDJp7LHzZ4cKPG6PnglUs4AME3i/8vFshpZ5X3L+VXNiE9kZYEgjrdgDz9OQuPbsuij0jhw8xrdkEW7Tk4HUm5OQxp2xuie49+dz5SA9Iz0D17nZL+vLZb/sH9kFaT6fAyBwkFqnwWSsWk1AghiN1/1gotQ62uPyPuVEp2GYIZGZEVhSB+vlOvkwFkEoQwFfm44hDY6gYaOvWAjDNNaXtJ9gwERjsiXWm04u82vV/2sbSpAxSHXmm4bEm5QG6vpY9xTgsBxjNG93JXugZ3U5xss0Wmb/LQSgBKmKKVF3t01Ddr8t9LDWiV4zvS7HzkBJocHxQaH02NabY5LsQ9JKeMRrafg+R/rNkChDD96zilbTcFkHDcsgkkbF8WV73uTksTDgJJtyGbZLgDCwuDx/oTuBmjkaMk3XzetcH/82kZ0Bhoz3coJK9ZIiJ0l1LL0R42x6T5bPsCKTg3zRp/T4kWsvR2XdnFiuz8eY5OM5Gg8nG+skSBoIyKJyac8652TLiZPek+Vs2CNgYj+rengdn67keGVoQ9DwbkwbsXMUnD8eR7Iqx/OeAwSTfMEMdeCWbIIJGYXby5Uc9j+ZhOcZWULuseA4ZPkEG/eFOvJ+5z1aJzsDDBYO7qNHj1ZewpmoR+qYwriKFJoej6GDpDMGlN5uFM/l5ic/KkyEZ50MI2wcPGdgrFgEAWHkBQ0KZBdsk0aRTCh3CHL8CFhTYEBWxDGgzjSUKgQkMHLc+TZm101nwrAiwZb3kcZKcCS9pyHydzmpI42W9XKe8S+B2eyBoMBy1Cn15jneqwqQcy6vk50BBno+D3SuGqR38Wf+z8+c+DRqGxfBgNl2Go3rpEG6LCkeJ+aNGzdW1u2pT2bu3W+XpQFxElnHpJW5yiE9DmPY78zc5wRiPfnG6GoMc4LTQFzvCNQz/iZboy4MdRie2HiZc2D/mZchzc/VlAw3kjmYNXhrcxptAjrrs45TBszjTC66XTqQbCPBmWw3GcamsjPAIK3uMKwmlL2IbwiBIlGb56rPFnrGCs3tkZKak7LltuVEaPaB7bFcZRwZMlBHemVOEE+uO3furBixyxGAcqyoFxOWOT6VoVNf5g8qhsM++76TEvOJ1wQ9U3+3x/wPQxy+YcrnMlfAMacR8pxBhV6dY0Gg5fyUdOZtzi5DwzbDy/mXxk/2lw+RUSrGsY3sDDDk5KSnt1TeOj0pw4s5nsv1SjpDXS2cQPT4bJNUmfWyX54UXAdPip/5kAq4Rn2h3n5kONlFUlIaXRWHpoce9Yu5jQrcCVKug2PmccmJPwXIFTjTa3JvRhqYr+eSIOujrtw2zfmY4/Xo0aPl+yP8Ox85rhxHgksVKlDXNHTe+4rF5flrG0rwRkhnqXyVxc+k4OjaHJQEHOrg6/msReo1Ah1JK6sQidxVMpFtVP0Z3WDqmv1yu/fv3z/zi0j5VKPZAcv4HCecQYqGXnl160b2552emdD1WPJlrdwxmHUbgLxpyOUScNPYkoUluKbx8XNlkGQpaZAnJye6e/fuynFeS6ZWhSUsn6HAOv0qhlABxRzZGWCgcY0otY8zF8DBTy/L67Nu6fGky4nCG+6J7KcPuQ5tw+AOvFxnr3ZLsp1MUqWhkiJLq3smcvySfVhHemd6K07SUejjukn1q8RklqHXY700IP8njed99JgwiZkTnccNhJUxVPE4xzMNuVq+5Hwwg/A8YrLS9ZCx+FzG/Ll/IcOddYZP3RNEziM7Aww0VulxnEvP6MnDkILCG0BjkM5umWabLkcj9c1lwovLkta1WlZ1nUltK4MjWNBAU5cqTCGYJH3O/vE7l/Q4tsy4J6hWIM1xTA/t47kKlKEEhUuiBOzqmQKCK5mPWUeOeXpi6pRPXeZ4+DPnnMfAOQKPvfuR4+/2fK3/ZxnqWgEpP7MPFWhQri1jyJwBJ7101oh9jEjOJB0H2vW7XosnoT/nOwZyAvp6Tni+Do79oK4unxPG+mc/DWL+TAPmD5YQLEbvY2RfLXxIyhM+Qwy3nQ8Xua4qb5HhR16X9yS9KQGYfahedca8huvOXBB1YplkgzSwDOdo0NLj5C5ZWQJEGmzFSNIB5V86gZFhJ+Dl/M4yc2VngCEpPuPxKqudyUbpscfh8iMnaCbPaMAub7ER8rXmPma9pNWcQtaXx/MYPRqpc8UcPCGZmKNRZdzr85ywuYRHo+J+CgKSl+j8uHJOereRKzceb+574JOnFcDz/iVz4AYuhlP5+jImIwlcvmcMHdi2wdhhjfXOVY9kKVxloD40+twUxTnKlYsELuqXAOJzufxMxzCag3NkNjC01g4kvU/Sv+y9/77W2udK+l5JL5H0o5L+i977g9baLUnfKem3S/rXkv5w7/3nZtS/4qUzXEij43l7Nnp3InICBde0k87xP28ajSKfAbDnSmQmmGWMK+nMtb4maXYyAetQJaZyElFP5gDcro9nfoO622C8ykGPxnsl1Q+p5edKv+ocGVxuFaZBpNPIcUtD49IldePvY/B7giVBpWonmVQadN6LqtyICVRMg58r/baRTRjDN0j6kKRft/j+lyX9td7797bWvl3S10n6tsX/X+29/+bW2hsX5f7wVMUjipnozBvPQa2oc75ZmJO5SjQlyhJQfI20utWW12VSiZ6O+iYYkcrn5CE7IpOgLtTN7XDsclzctr15GmZOKvcxJ1y2sc5AXVd6OV7rujN/RDBwyEPQp7GQzlerLWlAnAu+HwS/BHuOYTqDZJwElKqOvDccDwIqpXJ8LEcnMlXPOmlzLmitvVLS2yT9j5K+UdLvl/SvJP1bvffj1toXSfpzvff/pLX2g4vP/6i1dijplyR9Zp9o6PDwsL/0pS9die9yXbpiFNLqshcHgm/+rbyIk4qWBCH0feU/40WGOMWYLeutvnMypRGP2IX76e8uz6Fl7qPSP+N/1mcmkiBA1pYMweUrA6qMJycry/h8tpfAxjLVxE/AyhwH2zKYpAdnXSP9855xviUwjO5njpfrYdsJVCOmkf1NNvHw4cP3995fd0aZQuYyhm+R9Kclffri+0slfbz37gDvWUmvWHx+haRfXCh23Fr7xKL8r7DC1tqbJb3Zncmcgo3XHtXLhfxxVcaR1U1hfVWewt7L7eeNInBUYMHrfYwTzHXkikQaxAjh0yh83P3ijktPqMojps4jjE6KTqZlpuQcS2urvztBJkD9OHF9TQJBGlW2T1BLYMwcFMeJ95v65dJnhoIco2qs3Ca3MPMcryWAVYae99V9zznMfo7u4eh4Ors5shYYWmu/T9JHe+/vb619iQ8XRfuMc48P9P60pKcl6eDgoKe3SibAiekJRu9HI+bEo8HndtSksFwZyYnB8AFjs6zLZZMee0Im06gmAg2L23vZlifUaAwSmCqwzH5VhpfPDOQ4sB9+hXr2333KvlaeL1kd7yWNO8OM3vvK9mcfI/CyfwQhS75jcorh+FjuXqxYUIax6cFZZ16f7VGPKj9CXROEtpE5jOGLJf2B1tobJN3WaY7hWyS9uLV2uGANr5T04UX5ZyW9StKzi1DiMyR9bF0jVZKReQJ6BaInJ4mv46BwObGi4ZYpFM7vnNysly8qyRuTLx/NSUzmk2yCnoKxdHpN18PsNxOtnNCWHMveV19mkjrmZivrVG0nr+5N7pVIcM2JnAbIdziyDuYW/FdR+Fzmzf7l3EhgyHtTAS7bzvnAcvyfx/k9c0tT83QEJtU1U1K/D221wW/uvb+y9/5qSW+U9EO996+W9B5JX7ko9iZJ71h8fufiuxbnf6iv0SqRjtlyrrcTJEYbizx4uU02s+XMNbC860hqzgGmUZIqWmfXy8RYtmsafnBwcOa3FhIUTk5Oli/0oOFXwJgxeOrm72m81sl1c0ce9bYuFePif4IXr2WdvqcEMm9Qsr5uz8KnDF3GDzg9ePDgzDsX/Dd6MpJ6V+epo+8jXwFfzRmCToJThhoJjhzvDM3WSYJiBUhz5Tz7GL5J0ve21v6ipA9Ieuvi+Fsl/e3W2jM6ZQpvnFMZjYLfeZN9PGPHKjufzyUQeemVaGQ0YsbHVcjCeDnjSFP60Q1xTiMTUPyc3jjZxijBlG0ynuZ4ceJ4TMgakm67Lq4sEMBYPlmP+5xejONBw8z7W12THt73pjKINN5qvDIUynM5VtW48xqGnpxXVX6Fx9jPEUtInfk9y24rs1YlLlsODw/7y172spWQwd60mkQZo5tB2Evlgzj8nIPNPQnQZwVERoOfOYm8MaOMfJ53ImvOjc3J7WNsP8MFt81wJekphSERKXGCatVelfSciv9Zjhuh+Bo5jh31rcIv68Bx5HhWY8PxzGdbmNOoVi4qb8/jlQ75OR1TBYLVnEhHQl2r8sfHxxe+KnHpUhlhUi0f42dfQ+qb5ynVDU3q7hCGE4Q3MBNio0mQBlNtypEeb6Qa0fP8PJqc7HPG0FOMgP0jaGRuI5Ob1T3L+zkCo2w/DbGK9aux4PiSZUla2fMw6m/ON640UBeWqZhEhnQ5Jskwstwc46/q572eAoVNCcDOAIP0+IZlfMxj6cFcRjrroSkJEpUXpxemMRGJeSPo5ell6bkSJNIYchtwrkbkpCEYZf8TGPlSlny7FMGN1yWQuky+vi7BMctPASf7ZWH4RX09NmRFeY+qkMbs0eU4FnnfeS8TEOd4ereVY8h+cyw43lUYPALbbHs0byvJ+7pOdgYYeFP924l5E/2ZRpEDuq4N/0+QqCYAgSG9DOvJLDVBIJ9TqBKAFU0eeRGXqUIAsp8bN26ceSzYQh04djkGLDcKX3xt6lGFKVOTN5kI+57PA1T5JveT9fu6TCq6DL9XieKsf11fKsab9J7OJBOV1disM/hqHC5CdgYYpNXdhf5OEMh1aemxV5TW06WK2tHDVJ+rpanKIxAkaLz2Pt6YlQBD8LOMgCjLVWWqpCQnJ/VlW7zGQkCh7lX7KRWbWDe5+ZlsIZdHK7bE7xx3C0EugSzBgqDHh7Km+pIAUHlxzg/Orar/KTk/thnXTWTngMGTgYZbvUfB5TgBM0a3pCd2W2yTA5j1JP3j9SPDregi60p0d3vJHKpwYeQdKnDzOPFpyqrNHE9pdUUjPXrWQyFzoe6WBNip8aQeyRKzDoIY91tURlT99xhwbMz6OC6pczWX8s/nyV6q+Ton7KpkDrPYRHYCGAgCSe2qCWa0ZTnGhlXirRqwyntwEmbSyUIwYsbauuU1o803GXfymmpi8fyI+vocmcjIe1dZ/9FYWRKgPR48X/Uxx3tKr95Xf9WK4566VP2u2BC/j8be94qAyWuT8Y30qfIrBASOxQgI8lg1ryoZsaFNZSeAgULaWFF2/8+bx2O8QWn8uUMvJ0e+eNQ6jW6WdfX3yvNPARMTeUlFpySX3WxMqWO2PwKAZFKVDlkHxzHbq5JxlWFkmQx5qv9Zp78nkK/ra4ZRrDdBpUpsV6CTkn2urp3DDqaOT33fVnYGGEg/M/5K9E2pKN7IgDPWZ5lcTpTGE5/XZ+jD7yPPzz6xrmqloDJIC+uomEmOTwJuer1kIKxvBDDUpfKESZVHoJBgynr5P3Wt2sk+5PWV7qMxrtqu6qtYwbo+jABi0/YvWnYGGKRxwowTvvKqeQNyadBiwCHoOIeReYAp7zjymBU1zq3Y1SaczPD3/jh7nc8spB5ul21UfWffqvGuyrBv3MNQXVPpwH5W2f6qfHVPCWQVWFJGDIFgZeG8YtlkHS7L/kwZfXV9AukIKNgnAg134qZMOc3Uca7sDDCMaFjSOa6rV95l5GkMClVcmPVL4y3RUk1Bq30OPl4ZcsblGUtXu+3mZKMrZjKi0jSuij0wxFnX7hQ1Zpk5YFT1iZ+nvOzU9WRSng9uO59KzWv5mjfWVTHPERMZMb7Rd9a1bllzSkYsaEp2Bhh8Y6oY05OWOxL5QlOWTSNMOl+xAW76yS29Lsc2/Nk3Lj3Z1Pq9WQPpv59m5OSsvPOU8aRObG9UPidwAmcFChy3bHdqb0M1HlPnE0QqtlDJuqVAgmCGfbw+50Zl2NVcGjGOSpc8n2WqXZeVrDP8OYwiZWeAYQoUpFND8Y+n0Pv7JtNIR0m/XI7zxMg98LzOk4JPTaZw4NkH65HbkHmc7IfAkdu087oEu6q/I8+ekzv7Unll3p8cXxpF9TnrzvtbsRX2c+SBrQvBsALqFLLCqs+pm/XLn0esVoTYfoYPOc6UqgznRFXvqK51x+fIzgBDDq6PeRCSkmf4wGuItPxh3Cn0zVWB1C0/j4CEe+1HbdF45rSXeYqccCMmNKLc1fWsx2OVHit19HGXrUK1lLkMYMR0KrAn6Po63s8R68qyI3A4OTlZvgeC/UzAHOmc+mc/8/O6Os5j8HNl54BhhK5zvECiqrT6Q7gZr6WXHxmadPa3EV0+GQuNhboSvBiq5KajkcemfvmZ101JxZ4q9pBAOlpCznNpWCN98l7O9agVZa6cBRmldatWuSyZr6JuZmv52xbsZ4IQ9R/R/BFQVyA/FSpcFkjsBDAQvUfeLBN6/M8baZZAw+N7BivjSi/Jdymmjhm2uA1STBpWGpf/+1mQOXsdLFnXaBJWe0AyxDGzyWw3+8H+V3mTHJMqHzGS1L06nyA8YhBkCqP7xJyC+8M2qqx/a6svxaEeyRZyTCqwY79ZnuMw+j8HPC9SdgIY8sZWqJ1ILa3GoNULPj0ZeFMrxE9Pn5OQxlUZXDKUKtQxYLlevlMxf8reevHziN0Q0Hicnyvvbb3zoR7mM6rwhPeIr8yjMa4DuNRjqr9TnrWq32Nf7eeoVnoIpmw7nQbrScDMMa/Kjww+dc/+j65JPUagua3sBDBUg5ZUrRqsfIknqWNlmAwrqslX3YARfbfxJBDQg+SP0/q6fAQ466gmQHq41DV3QqZRp9C4M0Nf1VGBS5VP2AQUps5VXrcCg4o9jZKCVb9SqnuwDoQ29dyjMR7tBanGYR3jOq/sBDBIqxPciG+DkHQmI+zlvfTiBAxPfP7I6YgxpIzoeoLK6KaNPEbWO7XVNllTRZFdvgof/HnKY3Gc6C059ixHDzs1DnlfRzJFu9n2iKJPbWYjk6zGYBN9LsoAR56dwFyxx/N4/21kZ4CBYu/um5m7HRki5OvMPYD8kVdp1QCdZU76WHmCzAGQ+idlpf6W3ObNuiph2yP6PtpwxbHK+qhvtUGLfcjk7Ij2jhhMgu6U96Weo7byWALYFGiPQtDs5zqmUN2zqv9TdaxjR8luRowvE6lZV37eBlR2BhhyYuXE96SvPL7PkW14acnAke8VqLLMrNcJywogci/EiFLyhbTUM69zvVPshXWwP2y7mjBMwjr0qfaL5Pd1k4n3qVqt4Fitq6PqN79XBjXa95DhZN6bZBJsK/VYR9mr3ZLbhBU599cxhE3amNJ/SnYOGFLoNfN18vkDrEwukVWk4XizSrXywDV5UvfMTVQ3bp13JMjwtfa5WSZ37SWAVB4/6XZ+X7f6Ud2PdZN+ilmwz6M6Etx9bIrKj7xqVabSJ1lFft9E5oJC3pOpOrKedUA9V/dN+7dzwFAtQVpygqfwZvOHVnyMDyblbsekp6Te+Yr5dW/zSX3SUCnVxir2sVoC5E/3+XwmVnMzl8EwPVLFGEbGOerjFK2tgIDnq/HJyZ4ePdvkvckkrWW0W3QTSj7V9ymZAs6KMZCpTtW/LcDPkZ0BhnXUvJoM6WWZma9eIW/hbzP03lfyETyeBkLD5TlS/Wq/hK+t6jo6OjqTRM2kX17DCeQyZk+ZtPX5zIXMYWhsP2luZfQjluNjI0ZRUf1qHnh8EzhHP8BTMYg0+JEnt+T+mVySncs4qnar/EfFnqbGLuvepkwlOwMM6wa4MhAKY+mMyau4kTecrz3jZPGN42vIc+NPa4/fg5AhQOpd5S04mQl21CXr8fdNKPEUwMyhqxzjPJeGQn3WiftcbXnnGGWfXbb6PY6p+cF7W8nRKrWGAAAMeElEQVSc8aDuo3LpxOZ67m28+2XIzgDDaFefP/PcOs/EnzzjdSyTnrCanKyP7RCEksam7tSVv1VhIGF9ee2UpAfKsZgCxxzXqs51VHYOxU3wqjzziIXxfyZ+M8mauvJctXq0qfdMXTe5fi7IbFrvZcvOAIN0dpPKiMpX5UdlaIj+zslqA8oHgNLT5zsIR5OUWX9O2KTAOUmn+kCdKi/v+tk3n5/aHcrxzQk8xwuP7kFVH8d+jqet2ENe6+8MKfOHhVO3dXNmzn1g+9tIxfYoCeTbtpV1bCI7BQzS6sTMlQGeT6lYgD9LZx9qksYJKdZpYRiRk5fXVu+UzLpsyDbW3E8xd3x4LOuvQo9R/qPqb9XuXEaRodiorbzHvHYKaBL88j4l8FcscGSUU6EZGeOcezXq9+h7AsaTlJ0BhmqicQJUN5XlKqRPj8jreHOrzD+BgFuXMyxJBpG6VzqmBzRQ+FzVp+wvDSjbcZ8qMKzqslT1jLzVyOjzno2AI+sggHMsckUo7xXHtArN5vY9j43OTbGdbduZqmvq2suUnQEGGl1uAsrvUu05JZ15IImTipPd59w2qbZ1qLyGJy6f2Mw9EW4vQxOGR05msnxOygSJCsBcH1dlkl5nCMTx5CvLaLAEwBHA8Vgl2S/WT918LEE6w7IRaFb1plQ6j0CR37PMyNHMNdaKrUwxILc7petUf7cNQ3YGGKRVr0EvmhnkUfxrg+DgVwOeXpUeztdVr5rjy0NtbMxR0IBHvzhtHZ185G9XjjywJT1sGgRja9efk7fa38AxdZ/XeXvWWY11JTnG7Mvh4eHyc07qdSEJdbtsb7pN/VXYl2xsU2YzVZZjvK3sFDBYKo9Z0dyKBWQZSzVQWT9vUoXmGaNPARaBLfVi/6q6RsCXFL2itfS6lXdnP8liuIqRBjYCiBFzYNu5WSfHrNp9WvV3jkwZUOXd1x1bV/82IJFgzHmyCeu4bNk5YCCN5VOR1U1Jim+pJhonfLKCrNd1pMfi5O69L1+2MqLXU9SQOjs0qRKcVZ9zNSQ3V2WcXo1PtZ25AsrKI88xomrsqjarDVmWqeXfdXIZ7GFbdjLKeXhspp4QzWvWSV6zLXPYGWCovANDiZHB5CQnCLAM6xwZcpblOZ8nC0hqz9AiKXB64Opc5lJsOJxY1X4LAobrmfL6CQJ53u1QRmBS1TeajJn/WaeDy2ziSUfjvQmFz/Cy0rdiVqlLdV2GnCOdR7pVMrKL88jOAEPS0OxsbpF14kwahxx5jNSZ143Kr9M1AanyspyM3IpdPW/hP26EyoQlxyJ3YpIdTHmbOXR5ZPzVfcp+UjJPROBkO6OwoQK3ikFW/cqQxHpMjc0UU5tbdkrWtb+NXEZoMQsYWms/J+nXJD2SdNx7f11r7SWSvk/SqyX9nKQ/1Hv/1Xba678u6Q2SnpP0R3vvPzpVPydbFZdnyJDILdUPX61D0sy+U5+K1tHTE6SSNRAILNzpyIedKgOpXj02MhD2o6L+2Z+KLW0qo3aoC7+zHAGC/au8sc+PlijX6UgZgcmUzPW61Ryr2FSe4/fLAoltmcNZqxjLf9x7f23v/XWL72+R9O7e+2skvXvxXZK+XNJrFn9vlvRtcyqvqN1oMmdcb4NMr5XHaIwVcKTBU+i9q911fFaCxp4TO89VY8A+V79+xD6TRazz7hy3BCZex2vy2hyr1DsNsBpLjhXrzfAld6u6v3OMiPe7ui77PzUWU6DKsa5ClJxvGRb6uJnfyJCzntSRbVZjsSlAnCeU+ApJX7L4/DZJPyzpmxbHv7OfavmPW2svbq29vPf+kXUVjm6MdPa3E9PQR/sOKmPl/+pchfbJCnwsET/foWhJr1pJhjo5uaY8UUql4xypli9Tf+qWQiMfhQfUn+WrzWObTOhRGFPpO1XvXHZVgUKOdS6JE+yquTnnPo3KV9dvy0TmAkOX9A9aa13Sd/Ten5b02Tb23vtHWmuftSj7Ckm/iGufXRxbAYbW2pt1yihWOjDqSBVCJN1mWdabVC7rmAKEvOkVHU5x+XU/u0ed8wnNahyqMRqBWgLnHM9SGfGojuxvVTfDKn7356qeihGMVify+yZGkeM2VWYkldPguG8Lqrsgc4Hhi3vvH14Y/7taa/9somw10md6vACXpyVpAThLFK0oWT4WPTpHVLYwBKioXvVEZ+ha3vyMn8ka+IYp6sE6qfvIKCo9Rp6Fk30deOU1/sykLuubE+ezPHUYMQZ6zUzI5tJrxezWyRQYjkKhTWUEplyGHQHYtjpUTmoOaG8is4Ch9/7hxf+Ptta+X9IXSPplhwittZdL+uii+LOSXoXLXynpwzPakDSmj6RjlvQ+/p4viHX91fsOabxVTsL1VHqNbiZXH6grwahKQLIPVd99LSdUhjLUy32eYk1ZZxXOEPA4Rjyf3jEZgesYvSp/tO+i6l/WWY3xqMzoXI7vqL6UyrDzwbCq3lE963R22VFdqfO2oLc2+dha+7TW2qf7s6TfK+knJb1T0psWxd4k6R2Lz++U9DXtVF4v6RN9Zn4hJ3CVZMz/OQh5LOvwRiKePzk5OWNAWe8ULaRRpY6+xiDl/9XGqDSCKU87Op9tVn9Z3yiZy7rWPaXIvRuj+zgKH9ivyqDYn9HYVgaxKcPINje5Nnd4ps4VwG3i5Uf377JkDmP4bEnfv1DoUNJ3997/fmvtRyS9vbX2dZJ+QdJXLcr/PZ0uVT6j0+XKr91EoYqazblm3TFOnIx9RxOrMoBRvenJK6/qY6P68tp1aM8JOAUwcyZjVTY/cwWEz4hkfy30+hkO9F6/9NblR157rkecS9FHLJQ6bXov/L1iL5Xz2NarX6a0XVCqtfZrkn76SesxU14m6VeetBIz5LroKV0fXa+LnlKt6+f03j9zzsW7svPxp/vj/RE7La21910HXa+LntL10fW66CmdX9dNNjjtZS97eYHIHhj2spe9nJFdAYann7QCG8h10fW66CldH12vi57SOXXdieTjXvayl92SXWEMe9nLXnZI9sCwl73s5Yw8cWBorX1Za+2nW2vPtNbesv6KS9Xlb7bWPtpa+0kce0lr7V2ttZ9Z/P/1i+OttfatC70/2Fr7/CvW9VWttfe01j7UWvup1to37KK+rbXbrbV/0lr78YWef35x/HNba+9d6Pl9rbWbi+O3Ft+fWZx/9VXoCX0PWmsfaK39wI7r+XOttZ9orf1Ya+19i2MXd++5K++q/yQdSPpZSZ8n6aakH5f0W5+gPr9T0udL+kkc+yuS3rL4/BZJf3nx+Q2S/i+dPjT2eknvvWJdXy7p8xefP13SP5f0W3dN30V7L1p8PpL03kX7b5f0xsXxb5f0xxafv17Sty8+v1HS913xuH6jpO+W9AOL77uq589Jelkcu7B7f2UdGXTuiyT9IL5/s6RvfsI6vTqA4aclvXzx+eU63YwlSd8h6Y9U5Z6Q3u+Q9Ht2WV9JT0n6UUlfqNNdeYc5DyT9oKQvWnw+XJRrV6TfK3X60qEvlfQDC0PaOT0XbVbAcGH3/kmHEqN3N+ySrLx3QtK6905cuSxo7G/TqTfeOX0X9PzHdPoE7rt0yhI/3ns/LnRZ6rk4/wlJL70KPSV9i6Q/LclPcb10R/WUtHxHyvvb6btNpAu89096S/SsdzfsqOyE7q21F0n6O5L+ZO/934wektIT1Lf3/kjSa1trL5b0/ZJ+y4QuT0TP1trvk/TR3vv7W2tfMkOXJ33/L/wdKZQnzRi2enfDFcsvt9P3TahdwHsnLlJaa0c6BYXv6r3/3cXhndW39/5xnb4C8PWSXtxas2OiLks9F+c/Q9LHrkC9L5b0B9rpi4+/V6fhxLfsoJ6SVt+RolOwXb4jZaHTue79kwaGH5H0mkXm96ZOkzjvfMI6pVzoeycuStopNXirpA/13v/qrurbWvvMBVNQa+2OpN8t6UOS3iPpKwd6Wv+vlPRDfREYX6b03r+59/7K3vurdToPf6j3/tW7pqd0Re9Iucrk0yCJ8gadZtR/VtJ/94R1+R6dvpvyoU5R9ut0Gje+W9LPLP6/ZFG2SfpfFnr/hKTXXbGuv0OndPCDkn5s8feGXdNX0r8n6QMLPX9S0p9dHP88Sf9Ep+/t+N8l3Vocv734/szi/Oc9gXnwJXq8KrFzei50+vHF30/Zbi7y3u+3RO9lL3s5I086lNjLXvayg7IHhr3sZS9nZA8Me9nLXs7IHhj2spe9nJE9MOxlL3s5I3tg2Mte9nJG9sCwl73s5Yz8/zEyMwH6mSIqAAAAAElFTkSuQmCC\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "''' Measurement of gain vs counts'''\n", + "gain_arr = np.empty(3)\n", + "max_arr = np.empty(3)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\10.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"Gain of 10\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "gain_arr[0] = round(np.mean(img),2)\n", + "max_arr[0] = round(np.max(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\25.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"Gain of 25\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "gain_arr[1] = round(np.mean(img),2)\n", + "max_arr[1] = round(np.max(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\50.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"Gain of 50\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "gain_arr[2] = round(np.mean(img),2)\n", + "max_arr[2] = round(np.max(img),2)\n", + "\n", + "values_arr = np.array([10,25,50])\n", + "plt.scatter(values_arr,gain_arr)\n", + "\n", + "print(max_arr)\n", + "\n", + "from scipy.optimize import curve_fit\n", + "\n", + "\n", + "def line(x, m, c):\n", + " return m*x + c\n", + "\n", + "params, covariance = curve_fit(line, values_arr, gain_arr, p0=[1,1])\n", + "m_fit = params[0]\n", + "c_fit = params[1]\n", + "print(\"Slope:\",m_fit,\"+/-\",np.round(covariance[0][0],7),\"Offset:\",c_fit)\n", + "plt.title(\"Gain vs Counts (raw and fit)\")\n", + "plt.xlabel(\"Gain\")\n", + "plt.ylabel(\"Counts\")\n", + "plt.plot(values_arr,line(values_arr,m_fit,c_fit))\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/.ipynb_checkpoints/release_and_recapture-checkpoint.ipynb b/.ipynb_checkpoints/release_and_recapture-checkpoint.ipynb new file mode 100644 index 0000000..7fec515 --- /dev/null +++ b/.ipynb_checkpoints/release_and_recapture-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Binningv1.0.ipynb b/Binningv1.0.ipynb index 3388c9f..de3c633 100644 --- a/Binningv1.0.ipynb +++ b/Binningv1.0.ipynb @@ -216,6 +216,28 @@ "\n", " print(\"ROI sums:\", data_array)" ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'CreateEvent' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mCreateEvent\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[1;31mNameError\u001b[0m: name 'CreateEvent' is not defined" + ] + } + ], + "source": [ + "\n", + "CreateEvent()" + ] } ], "metadata": { diff --git a/CSV_read_and_fit.ipynb b/CSV_read_and_fit.ipynb new file mode 100644 index 0000000..51a9b47 --- /dev/null +++ b/CSV_read_and_fit.ipynb @@ -0,0 +1,258 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "from scipy.optimize import curve_fit\n", + "GaussOvermTesla = 10000/1000\n", + "ms = 1e-3" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Definition of fitting functions. Do not edit.\n", + "\n", + "def fitfunc(t,a,tau,c): # Single exponential for fitting\n", + " y = a*np.exp(-t/tau) + c\n", + " return y\n", + "\n", + "def fits(x,y,label): # Single exponential fit. Returns single tau and plots fit.\n", + " params, covariance = curve_fit(fitfunc, x, y, p0=[1,1,1])#5,1/10000,10\n", + " params, covariance = curve_fit(fitfunc, x, y, p0=[params[0],params[1],params[2]])\n", + " a = params[0]\n", + " tau = params[1]\n", + " offset = params[2]\n", + " print('Tau of',label,':',tau,'(ms) +/-',np.diag(covariance)[1])\n", + " plt.title(label)\n", + " #plt.plot(x,y,label=label+' Raw')\n", + " plt.plot(x,fitfunc(x,a,tau,offset),label=label+' Fit')\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in tau of',label,'!:',np.diag(covariance))\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in amp',label,'!:',np.diag(covariance))\n", + " return tau\n", + " \n", + "def fitsandraw(x,y,label): # Single exponential fit. Returns single tau and plots raw+fit.\n", + " params, covariance = curve_fit(fitfunc, x, y, p0=[1,1,1])#5,1/10000,10\n", + " params, covariance = curve_fit(fitfunc, x, y, p0=[params[0],params[1],params[2]])\n", + " a = params[0]\n", + " tau = params[1]\n", + " offset = params[2]\n", + " print('Tau of',label,':',tau,'(ms) +/-',np.diag(covariance)[1])\n", + " plt.title(label)\n", + " plt.plot(x,y,label=label+' Raw')\n", + " plt.plot(x,fitfunc(x,a,tau,offset),label=label+' Fit')\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in tau of',label,'!:',np.diag(covariance))\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in amp',label,'!:',np.diag(covariance))\n", + " plt.legend(bbox_to_anchor=(1, 1.05), loc='upper left')\n", + " plt.show()\n", + " return tau\n", + " \n", + "def fitdubfunc(t,a1,tau1,c1,a2,tau2,c2): # Double exponential for fitting\n", + " y = a1*np.exp(-t/tau1) + c1 + a2*np.exp(-t/tau2) + c2\n", + " return y\n", + "\n", + "def fitd(x,y,label): # Double exponential fit. Returns both tau's and plots fit.\n", + " params, covariance = curve_fit(fitdubfunc, x, y, p0=[75,2,37,46,12,-24])#[ 75.35308497 2.17011221 37.69348527 46.00334641 12.13856366 -24.52639887]\n", + " params, covariance = curve_fit(fitdubfunc, x, y, p0=params)\n", + " a1 = params[0]\n", + " tau1 = params[1]\n", + " offset1 = params[2]\n", + " a2 = params[3]\n", + " tau2 = params[4]\n", + " offset2 = params[5]\n", + "# print(params)\n", + " print('Tau1 of',label,':',tau1,'(ms) +/-',np.diag(covariance)[1])\n", + " print('Tau2 of',label,':',tau2,'(ms) +/-',np.diag(covariance)[4])\n", + " plt.title(label)\n", + "# plt.plot(x,y,label=label+' Raw')\n", + " plt.plot(x,fitdubfunc(x,a1,tau1,offset1,a2,tau2,offset2),label=label+' Fit')\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in tau of',label,'!:',np.diag(covariance))\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in amp',label,'!:',np.diag(covariance))\n", + " return tau1,tau2\n", + "\n", + "def fitdandraw(x,y,label): # Double exponential fit. Returns both tau's and plots raw+fit.\n", + " params, covariance = curve_fit(fitdubfunc, x, y, p0=[75,2,37,46,12,-24])#[ 75.35308497 2.17011221 37.69348527 46.00334641 12.13856366 -24.52639887]\n", + " params, covariance = curve_fit(fitdubfunc, x, y, p0=params)\n", + " a1 = params[0]\n", + " tau1 = params[1]\n", + " offset1 = params[2]\n", + " a2 = params[3]\n", + " tau2 = params[4]\n", + " offset2 = params[5]\n", + "# print(params)\n", + " print('Tau1 of',label,':',tau1,'(ms) +/-',np.diag(covariance)[1])\n", + " print('Tau2 of',label,':',tau2,'(ms) +/-',np.diag(covariance)[4])\n", + " plt.title(label)\n", + " plt.plot(x,y,label=label+' Raw')\n", + " plt.plot(x,fitdubfunc(x,a1,tau1,offset1,a2,tau2,offset2),label=label+' Fit')\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in tau of',label,'!:',np.diag(covariance))\n", + " if np.diag(covariance)[1] > 0.01:\n", + " print('Large error in amp',label,'!:',np.diag(covariance))\n", + " return tau1,tau2\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The eddy current drop at the beginning of the curve is: 21823 ms\n" + ] + } + ], + "source": [ + "rawdata = pd.read_csv(r'C:\\Users\\hoodl\\Desktop\\cancellation.csv',skiprows=[0,1,2,3,4,5,6,7,8,9,11])\n", + "us = 1e-6\n", + "mg = 200\n", + "\n", + "time = rawdata['Source'].to_numpy() # in us\n", + "y = rawdata['CH2'].to_numpy() # in v\n", + "zeroloc = (int((np.argwhere(y == 0)[0])))\n", + "\n", + "time_ms_full = time/us*ms\n", + "b_mg_full = y*mg\n", + "plt.xlabel('Time (ms)')\n", + "plt.ylabel('B-field (mG)')\n", + "plt.title('B-field vs Time (full)') # Conditions: 1. Shim coil zeroed 2. While 1: Feshbach@20A cycled at 500ms on, 500ms off \n", + "plt.plot(time_ms_full,b_mg_full)\n", + "plt.show()\n", + "\n", + "time_ms = (time[zeroloc:] - time[zeroloc])/us*ms\n", + "b_mg = y[zeroloc:]*mg\n", + "plt.xlabel('Time (ms)')\n", + "plt.ylabel('B-field (mG)')\n", + "plt.title('B-field vs Time') # Conditions: 1. Shim coil zeroed 2. While 1: Feshbach@20A cycled at 500ms on, 500ms off \n", + "plt.plot(time_ms,b_mg)\n", + "plt.show()\n", + "\n", + "minloc = (int((np.argwhere(b_mg == np.min(b_mg)))[0]))\n", + "time_ms_min = time_ms[minloc:]\n", + "b_mg_min = b_mg[minloc:]\n", + "plt.xlabel('Time (ms)')\n", + "plt.ylabel('B-field (mG)')\n", + "plt.title('B-field vs Time (just the increase)') # Conditions: 1. Shim coil zeroed 2. While 1: Feshbach@20A cycled at 500ms on, 500ms off \n", + "plt.plot(time_ms_min,b_mg_min)\n", + "plt.show()\n", + "\n", + "print('The eddy current drop at the beginning of the curve is:',minloc,'ms')" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Tau of title : 26.677265088931755 (ms) +/- 2.4738257311518507e-05\n" + ] + }, + { + "data": { + "text/plain": [ + "26.677265088931755" + ] + }, + "execution_count": 79, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fits(time_ms_min,b_mg_min,'title')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/FileLoadScript-Tweezer.ipynb b/FileLoadScript-Tweezer.ipynb new file mode 100644 index 0000000..a2593d6 --- /dev/null +++ b/FileLoadScript-Tweezer.ipynb @@ -0,0 +1,467 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Actual processing" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "filename = '07232021_H17M43S36MS591_RandomVariable'#'07222021_H12M43S1MS577_RandomVariable' #<4atomimage #CHANGE ONLY THIS LINE WHEN YOU WANT TO LOAD A NEW .npz FILE\n", + "\n", + "path = r'S:/flir_images/binaries/'# //?/S:/flir_images/binaries/\n", + "file = np.load(path+filename+'.npz')\n", + "\n", + "index = file['index']\n", + "variable = file['variable']\n", + "variable2 = file['variable2']\n", + "variable3 = file['variable3']\n", + "hist_counts0 = file['hist_counts0']\n", + "hist_counts1 = file['hist_counts1']\n", + "hist_bins = file['hist_bins']\n", + "bin_array0 = file['bin_array0']\n", + "bin_array1 = file['bin_array1']\n", + "\n", + "###############################################################################\n", + "\n", + "try:\n", + " img0 = np.load(path+'npyfiles/'+filename+'_sumimage0.npy')#,allow_pickle=True)? Pickle might be for multidimensional\n", + " img1 = np.load(path+'npyfiles/'+filename+'_sumimage1.npy')#,allow_pickle=True)? Pickle might be for multidimensional\n", + " \n", + " # plt.title('Sumimage0')\n", + " plt.title('Image of Tweezer array')\n", + " plt.xlabel('x (pixels)')\n", + " plt.ylabel('y (pixels)')\n", + " plt.imshow(img0[235:275,235:275])\n", + " plt.savefig(r'C:\\Users\\hoodl\\Desktop\\tweezerarray.png', dpi=1200)\n", + " plt.show()\n", + " \n", + " \n", + "# plt.title('Sumimage1')\n", + "# plt.imshow(img1)\n", + "# plt.show()\n", + "except:\n", + " pass\n", + "\n", + "###############################################################################\n", + "\n", + "number_of_averages0 = len(bin_array0[0,0,:])\n", + "number_of_points0 = len(bin_array0[0,:,0])\n", + "number_of_rois0 = len(bin_array0[:,0,0])\n", + "cutoff = 50\n", + "\n", + "def cutoff_array(bin_array):\n", + " correction_array = np.ones((number_of_rois0,number_of_points0,number_of_averages0))\n", + " cutoff_array = cutoff * correction_array # correction array is an array of length number_of_bins and all elements =1\n", + " binary_array = np.zeros((number_of_rois0,number_of_points0,number_of_averages0))\n", + "\n", + " for i in range(number_of_rois0):\n", + " for j in range(number_of_points0):\n", + " for k in range(number_of_averages0):\n", + " if bin_array[i,j,k]>cutoff_array[i,j,k]:\n", + " binary_array[i,j,k] = 1\n", + " else:\n", + " binary_array[i,j,k] = 0\n", + " return binary_array" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "# Keep in mind, the organizational scheme for bin_array0 is 'bin_array0[ROI#,Point#(a single variable combination),Average#]'\n", + "binary_array = cutoff_array(bin_array0)\n", + "avg_cutoff_array = np.zeros((number_of_rois0,number_of_points0))\n", + "last_index = 130#int(np.nanmax(index)/number_of_points0)-1\n", + "err_up = np.zeros(number_of_points0)\n", + "err_low = np.zeros(number_of_points0)\n", + "\n", + "for i in range(number_of_points0):\n", + " avg_cutoff_array[0,i] = np.sum(binary_array[0,i,0:last_index])\n", + " \n", + "def wilson_interval(n_s,n_tot):\n", + " z = 1.96\n", + " n_f = n_tot - n_s\n", + " first_term = (n_s+0.5*z**2)/(n_tot+z**2)\n", + " second_term = z/(n_tot+z**2) * np.sqrt(((n_s*n_f)/n_tot)+z**2/4)\n", + " p_up = first_term + second_term\n", + " p_low = first_term - second_term\n", + " p = n_s/n_tot\n", + " error_up = np.abs(p - p_up)\n", + " error_low = np.abs(p - p_low)\n", + " return error_low,error_up#2*error\n", + "\n", + "\n", + "for i in range(number_of_points0):\n", + " err_low[i],err_up[i] = wilson_interval(avg_cutoff_array[0,i],last_index)\n", + "\n", + "plt.title('Average success vs Variable')\n", + "x = variable[0:number_of_points0]\n", + "y = avg_cutoff_array[0,0:last_index]/last_index\n", + "for i in range(number_of_points0):\n", + " plt.errorbar(x[i], y[i], yerr=np.array([[err_low[i],err_up[i]]]).T)\n", + "plt.scatter(x,y)\n", + "plt.ylim(-.1,1.1)\n", + "#plt.xlim(-1,1)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "# Keep in mind, the organizational scheme for bin_array0 is 'bin_array0[ROI#,Point#(a single variable combination),Average#]'\n", + "binary_array = cutoff_array(bin_array1)\n", + "avg_cutoff_array = np.zeros((number_of_rois0,number_of_points0))\n", + "last_index = 130#int(np.nanmax(index)/number_of_points0)-1\n", + "err_up = np.zeros(number_of_points0)\n", + "err_low = np.zeros(number_of_points0)\n", + "\n", + "for i in range(number_of_points0):\n", + " avg_cutoff_array[0,i] = np.sum(binary_array[0,i,0:last_index])\n", + " \n", + "def wilson_interval(n_s,n_tot):\n", + " z = 1.96\n", + " n_f = n_tot - n_s\n", + " first_term = (n_s+0.5*z**2)/(n_tot+z**2)\n", + " second_term = z/(n_tot+z**2) * np.sqrt(((n_s*n_f)/n_tot)+z**2/4)\n", + " p_up = first_term + second_term\n", + " p_low = first_term - second_term\n", + " p = n_s/n_tot\n", + " error_up = np.abs(p - p_up)\n", + " error_low = np.abs(p - p_low)\n", + " return error_low,error_up#2*error\n", + "\n", + "for i in range(number_of_points0):\n", + " err_low[i],err_up[i] = wilson_interval(avg_cutoff_array[0,i],last_index)\n", + "\n", + "plt.title('Average success vs Variable')\n", + "x = variable[0:number_of_points0]\n", + "y = avg_cutoff_array[0,0:last_index]/last_index\n", + "for i in range(number_of_points0):\n", + " plt.errorbar(x[i], y[i], yerr=np.array([[err_low[i],err_up[i]]]).T)\n", + "plt.scatter(x,y)\n", + "plt.ylim(-.1,1.1)\n", + "#plt.xlim(-1,1)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 453, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(hist_counts0[0],hist_bins)\n", + "plt.show()\n", + "\n", + "plt.title('Histogram of single atom trap')\n", + "plt.ylabel('Occurences')\n", + "plt.xlabel('Photon counts')\n", + "plt.hist(hist_counts1[0],np.linspace(0,150,40))\n", + "plt.savefig(r'C:\\Users\\hoodl\\Desktop\\histogram.png', dpi=1200)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + " img0 = np.load(r\"C:/Users/hoodl/Desktop/sumimage0.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " img1 = np.load(r\"C:/Users/hoodl/Desktop/sumimage1.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " plt.title(\"0ms\")\n", + " plt.imshow(img0)\n", + " plt.colorbar()\n", + " plt.show()\n", + " plt.imshow(img1)\n", + " plt.colorbar()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + " img0 = np.load(r\"C:/Users/hoodl/Desktop/sumimage0.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " img1 = np.load(r\"C:/Users/hoodl/Desktop/sumimage1.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " plt.title(\"500ms\")\n", + " plt.imshow(img0)\n", + " plt.colorbar()\n", + " plt.show()\n", + " plt.imshow(img1)\n", + " plt.colorbar()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + " img0 = np.load(r\"C:/Users/hoodl/Desktop/sumimage0.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " img1 = np.load(r\"C:/Users/hoodl/Desktop/sumimage1.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " plt.title(\"5000ms\")\n", + " plt.imshow(img0)\n", + " plt.colorbar()\n", + " plt.show()\n", + " plt.imshow(img1)\n", + " plt.colorbar()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 448, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "8.67959976196289\n", + "34.44243240356445\n" + ] + }, + { + "data": { + "image/png": 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\n", 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84ZzlmyOyc0c10kQrT9NThEvBKHXrKbcCqnHK8PMWrxXFnQG9owa0ghdLFX/+vMZjX5w6duG9//4veYgAGAO/BfwG8PtKqfu8II7/1+3sJTAPUQhlBXFM8FiiUT8Z4tIIALVYYcoagjF2nKGLhvL+hPThFHtzh+B8iWpazFUk+wJ8FKA6R3YsT8dw1eKyiPCywB5s42ODWVYUdwfoVq7V6n6fwZ89I6lzaFqCRQTeE5xbCAzdMCU5LTHTFe3BCF20LL67R1A6FB5Vd2A0praYRYOqWur9HtFVjY8NqnOY0rJ6e0J+VIHzBPOS+EHB7N+4Sbi2ZI8WlLcGuEBJiqoUXinik5WcVz/C5THrg4h4ZgmKlnorEUejBIw2ZSuOcS+m/7T58lJr2We5EzG/L0/zcOlZ3xtI5PJ0zeK1Htt/fsX63oBo0eGMkupsFNAOAsIFlBNDdtGxupkQFg5vYPq2oRr3GX1Wsd5PSC+tFBy2AtLLjmagsZGi2g6ZfFDSDEOS44Km3ydaOuqhkQJCohl91pJ/cMr6m3tcvR0zfNhSHKTiwM4FY9PWM3sjJywdbarJT1uWhyFb71vqgabNFboR3NFrgSnKiWbwSKoQXiuK/ZBw7clPLV2m2Xq/kgdLqkmnUmTRnUdbyE5r5ncTwtKjW8/6Juz+aYELc3TjiNaO9a4mXogz7FLF4KHgYumslQp2JA8E5T1Xb8aYCtKpFdxyEhKsLft/0lJPQpKzmuW9lGqkWXxjRDTrcLGmGRiKPcXOT1vCVYdqHKc/yBl/0gpu+1pEciVjtKMAGyp6z+qvZaa6X+xTvoo9A/5nL+TbP1NKOWCbF8Tx/6q9NPIrn8aQJjDs4Qc9fJ6C0ahnp9A5fC/D9zNUawnOFvg4JP3TB0K9WNeozuJGPdRihapkMqumw4fiUIqDFLOsMdM13hh03RI8u0RfrehSTfrgAlNa+h9dgVJUN/qyj3WJyyJwTqqU5wvM6Qw7zAnOl7gsZPDnR6SfXxE/meLTCB8FBPMal4W4YUaxG4D3knJO13T9iOx5SZcagkVFdaNP/fou/YcrSTEP+6QPLsgfrcSxWEc0LVm8PcJlEdHpCtVaxj+eCu0kDSi3Dbp19B9XUvBIQ7pUohm0oh0EuFhT7AbY2HD1psE0nuyiIz/t6L1/Trjo6PoR+XOZCMlZTT0O0VZuaJuGeK2YvZFcUw+CyqFbT3rasPuXLVvvrmgGIb3nHUEpUVs8txLFXrabqNLTDENJVXdSyi1NNTIElURDpvWs9wLawwltbsjOJCXsfb7EVI78tBPHvRMRrRy9R2uitcNrRTJzpGc1veOW9FIi4uk7Ke0gIJq1DJ60ktpphQsVvaOa5W1NsW1QVva5vJ0QX1YEhUVZvwHqLc5IQSK5aFnvB9z9Z2uuviUwios0yXnD4GlHtJTxJleO/LghnrW0/QAfSCTejALm92JxvK1UqqNZTdPXzF+LaAcBba5pxhH1QNE/kmJOtRUKVPLYkp7Ld9IMQtqhVI3XewHNKCBaekwtEV65pWkGisXdr56WesDiX2j517T/Bfi7AEqpN4EIuEAw+3+glIqVUveAN4A/+0U7eymcm+8sar4CJ6mPKjZ4k1KoQR/dCC7W7uToywXt3hCbBKheTrfdk887h75c4PYmwjk7uwStMedzbBoy+NEzAFwuaV91c0B7Ryg/pvb4NCZY1tC0+DQmuqzwvRSArh+hOos3BjfKqV/fRTfy9FfW4eMQO85oD0fU2yn1dkrXjwlmJc04ZvzeAtV06EVBdWuIch59tcKmhuqgR1BawssCc7FA1x2q8xRvbrN8o49NDWbdoi8X6M5Tb8W4PMYrRTfOSJ7OJR0+6zBlSzMKCdeWZhQSrDuqsSFcNHSJoukZwrWku+m5p/+kInleEM1q7LYcC0C3FpvHBJcrkvOGthdgkwA0xNMG03jyk4ZyS6gIwboDLRXY1Z2MNpPoIli215GbTTXR2ZreZ3OCUlIk5SSV6jIYPqqwsaZ3YlnvCn2iSw3h2hJPW0xtWb7ep9gP6VItxZ6xIn9WYPNQcL+e3M7lruCh0bwjPW/Y/eNL6oGhywPansErJY65cKxuxOz8pGX8SUlyVmMj6D2vufx2D+U80bxl8LhBN45qO6TtKeym6rq6neECaHoaGyvavjjQamSI55awkPS3ywzltsYFiuWhZBU7f3zO6EEFXq5bcZASFl6wx54BD6sbAfmpo9gxlFtC8zC1pPj9Z3L/lRNDsO7oPRdctRrpa95hMhMsNFp40svua5mrDv9Cyy8ypdT/BPwQeEsp9Uwp9Y+AfwLcV0q9h5D//yMv9j7w+8AHwP8O/GPvf3HV4qVwbngvxN2qpjuc4CuZbGqxxl9M4fQCM12hGofdHhI8eE4wL+kOJ4RPLqjvbSg1bXvtIJmMUEWNG/VwocbnKS4N8bFBz1akn5zR5QFu3CN7vIDOok8uUesSlMJlchO6UQ9TdrSHE3xssGlIsGpxUQBhgLlYiuPthZhFQ3xRkhyvMKsGOkt0XuKSAB8F+CS6Bva7nQHZU0kzbWxQVYvdHkiRoHXoxjF8/4re+2fYPGT6b92k//GMoLDooqHey8B5fBwQzMtryouuHcnRUhzMJGLweYVZ1ox/ckV21hCuheuVnVl8oKgOMoKzBbrq0K3DxoblnYyuH7J+a4suD4gWLWhwRqMbKwWKzpNeWkztqbYFOkAr4mlHet5iakdxmNCliv6zWqrRb43EaZYdyVmJjaXKGS0henqFM1BONJOPawYP10KgTjXaesKTJab2jH9yRXoudJz+046uF2LWgrt5LdCMRCwBq8NICkB5LNXcoVBXbKoJ1xblPNlpSzMwrA8Tpt/MSKaW1Y2YrXflu6knEdV2iA8U/U+XDB636NqhHASlQ3cb3tnSSlp9Oic/bVndCDYkcInMwrUnOSvJTzv6H884+p1d6klIua1RVgjW613N6kaA8uJgJx8KZSi9dJgatj5smL4Vs7ylaXuaaNZS7KtrrmF23pGfSpU6WFu8ga0PWuKFpe39QubEL56mQOv9Cy2/eMr7f+i9P/Deh977m977/8F733jv/0Pv/be899/z3v/Ln/n8f+29f817/5b3/n97kfG+FM5NBQY/6EEYYh4c4Q+2qCcxdm8Eu1uoQR+7Jbw0XdSowKBXUjG0eyOCZQPWYQ+2UZ3DD3LcIL2O5kzZgbWoptuktBF23Cf98IRmO0cdX0JgcLtj7M0dsJZyN8bmEe04QVcdZinHC08XqLpFFzUui/BZjF6UpO89ww4iumGMKmtcEqAWKwg0waNTIQ9HAfHJki4PCM4XkuauO+KTJXaSo5oOs6gwq4agFLUFztH2hBxr+zHR0ZxulOI1hMdX2H6CNwbVeWweEs1qulFKdtaQPl2i6w4XBVSHfdYHES4UoD45q3FGE5SW5nDM4s0BXWYwtSU7E+eRf3hO29NM304IT5ailJgXRHMhCC9ui+PLjku6VCrK4ZVQR6qREUd31m6IwZb88xVdHjB7LWF5v4eynqDyJFPH9Af7JFeW8acStddbCdo64qlgfnac0fQ1q9eH2NiQXAi+1KUGH0jRofekoPf5kt5xRzy3JDPLel+iuPzRiuSyxWYB+YfnBOuO5c2QcicUB2gk0gmXHflJQ7WTUI9CloeS2tejYFNNljS/SxSmtGz98ASAtm9wgeLst/eJz4T7h4emr2l7AcNP11R7KU1fovWtDwU66T+zcqyhEIRNLRFttRVR7gkV6OotQzVRzO+F6A66FGykuPxWSjL1lLvyIG76hi7VQkMpJZJb3QhoNqTxr2r+BVPSr5CWfq32Ujg3vEcVFb6qQWn0dEn+wSm6bCGO8FphTq5otzLsOMPtTbDDHD1bocsWXUoqqT97iotDaDtQivr2BD/IMe89pD0coc9nuEEGl1eozdMlfjLF3d0XRwLodY1/fsrgTx4TnC8JVi02DVHHl+iLOfXNEXq6xA1SmnGMjwKq2yPc7hgcRJ8cy35aKwWRyOC3RnB2iQ8N3TgjupLI1AeaYLqm3u+jaoueLrGDRFJe56Vqe2sLgGjWCe9tmNEMQ+JpTfnmLrruINDY1OCMZv5GTyLSUOOyCD1b42N5ag8/XRNf1tc0my8wIB8obAT1cJOWNo70wQWunzH4cMbOXyyBjTQoMOA8+fun7P/JkujpFbpoiE8LlPOs7/UILwu2f3iGqS3xRUmTa6ZvxbgsRDkYfl6TH1W0uaRq1URwNhcqyp0I9UXEc7ygGQYb+oOi97QmXFqCZYu24mSS8wpzscTGGrOoWN/p0fY03ihm9wPS81aqyN8asD6Qe6m5NaaeRIw+q4jnEn0mV5bVgUG3lvndGJto2kwzetiSnlaCHc5aukycWD1WmNqx/sYO8ayl6Us6mFw5fGg4/1shF98RjKweGFygiS9rUXZs8D7loM0VynrCldx/vaNGJHmbmZmdd4w/tuz/6Yr00hEWnuFnjqD0REtRUSRTi6lFgmVqKe7M76fYUDH+sCA/qUUN85XnKdgXXF4GezmcGxs9qXcwHmB3RrK6s/gnz68LBCCUBL0oMBdz2sMJqqxpJxndVg/31h1J1wKDnheES9lO72wRHs1wexP0bIW7e0AzSXFbAzAGvShRVYOebiZxlkIQoJZrzMkVpmzFAXYd8btP8IMc1UrKWe2mJMcr1CNJldu7e9C0gtNN57K/6Rw16GOenV87ahcbVG1R61IiorrF7oxQ1tNOMppJBGZDKD4tKfZCso9OqXYSgtJKNFlb9LLCG0V0VRMfzclPGkxpMbWA4etv7KCLhmDZUu0m2DSgG6b4SGNKqSI6I+nc6L0Zxa5EDNX9LaqDjNXrws9bvrMlCoxMQoDF9w4AsJMe5c0+dhARHs/oPVzSjVMhJTvP/K0Bkw9WQpkYhrR9Q7ASBUV61tL/fE1+InSI+KLGhoJd6dZR3p/Q9LSM6SCh7Qesb4Qs76Z0aSDSsbrFjXKS4xWrN0ZkT9ak5w3FtmHr/Q1JNtKMP1yy9ZdT2p4QBOKLeqPKcNfqkPGnLW0vpH/Ugof8RK5bl4Vkj+bUIymoRFcNk49adCvXuBkEjD5eX1dRy/2U4WeOrfc7bKRIz1t8oFnfTFkdBKz3JNLSrVRSXaiY/PA5q4Nwo5VWNBvHH6wFK1vfTGlTLdKyub0uGIRrT7ETSGXXbDC4wmFj6D2r8JFw8OrBV5/qX8ivX2R5GeylcG7ebUTsRYlqWnTdSoQ1naNuHeAmfeg6orM1WI+d9KDr6PIAn8aEpwt05zCXS7L3j8WpXC3Qnz8X55HGqEr0pe3hBNV0xKcr9MmlHKOocIMMP8iliNHLaW9u4fMUnyXiTJ+dYw+2ad++iaoaun6MrluyB1NcFOBeuyVp1rzErwu8UtRv3yC4KrCHggn6yRCzavD9jPBoBkZhd0Ykj6biNAKNfvAMNOR/8UQi0kCzvpXTe17j85SgtBS7ETaP0LWV9BvQixKfRgSzGlO2wt/qhaQnUu1d3U6Jps2mumqInl5hKrmmNjUkU0uznZOet2TPS+KzYiPcVnTjlOSiYfDJknYQ0w4jeg/mEpUGcgsF85pud8Dld4eYouPyN3dYvJaSn9Q0Y0kNdeelCjiMrjFCOkf/wZLk2QLlN6TWTbOD5GSNaTzRyl4D76YRAmyw7ugyzfS7Y9a3cpZvjTC1pxvFrA7ja3VEUArFox3E2H5MsWM4+U0hPIeFI1zJg6jtS1W9yw3JswWLO4bwqqIZRxT7IS6PqQdGyM6HCeGio9pJpHr7eMXV2z2cETKuNFZgU41taEYBJ7+VEq6Edzd4UlEPjWB0laecGNbv7BGtHV26aQRhRaNb7kWUW5rFbYmq21xx9r2QYieQ6LYQzXK46KSYYAAF6dRRTyKu3khos68uvRJT2BdcXgZ7KZybUgpf1eitCdX9HYmiFgXKaFTVoIpa0sZWUjA9W+MHPZJHV4JvDVLMs3NRMAD2YBvGA9jbxmcJLouwOyO6UUz48AR9tcKlIfbmDtV3b19jWzQt3SgFu6nm1S0YjR3mdHd26UZSUW0PRqJ+WBYQBrCJfFRZ040z/J0DogtRFaiqwQcaN8hwWUQ3isWR91L0oryuBNfbKdN3evhbe7wdE0QAACAASURBVITHC/ywj9vw9MK1cObaSUb8eEp+UqPrjuDZJXiPWYpQXzUdylpsHhKfFZiyo9xPUZ0jWllWt0WCFp2XUtxoLcs3JUoOSkt0scZFWiLKQnS3uvWYRUOwFLxTW0dQdhJB1x31JCY5LigPc1ws3LdqJyGddsRzR3BVSlR5WWFKoa+Eq5bVYSQ0lUDT9ePr6NwlhmjWSvcUpeg/LljvBgx+ckp8thYQv5Uihqkco0/XdKkif7Kmy4RDlh839B+VFPshy9sJygrXTReNyKaOHeVOSNPTlHsJ9Tik6W80rI9XYB39Z5bV/b5QUJ7WuEB/SYmJFMVBTDRrmd+PWN3rE9TChfsiGusSRbmluXo7Jigc/Sdy3bIzoazEc0s1VpTbX6bk9UCIwtGio/+4Jrpq6D1ak146dv9VJTpaC9mpJ50KMbj/uGL0/oyzX0+xiSKdOqKpqEaS8y9VLvnpV6+WSkFBvdDyMthL4dy8c6hhH1/VJB8e4ZdriZoGPYm6nMcP+6iiQn/+XJxYYCCU1KSZJBAERI8voesw5zNUKVwtNZ2jWos5nxE/OKO7syuqhUWJXpQkT+f4TDhA9e0J4eNzaFuJwAa5VFGXBboSbhVAcLFCLwr8Bt9rBzF6WUDbET4+R5UN9X4P1XRQVtIRZLbacOoM7SSjHSd0Wz0R6u+mwqvaRBunv71Lc2OAbjpsGhCfFeimI5iXuEGGjY1UdCd9sJ7i7kBoHEqhFwXBVXmtkdWtdELRrSeoJFKpbmSoq4VElwMtMqnnC2xf+F3NViKE5VSiEDuIqLdT2v0+wbymzQPsIKHrRyTHBbqoiaYNNjbCDXOQfT7H1A6bx0zf6dEMI5pRiB0ktIOI9MIK5SQJsLHm8X9wg+WdTBoQ7MWExzPB6GrL6GFFdVewx+S8ki4fJzJx/YZ7dk0H6YfEHz2nPEgotzTJlRB6bWxYvjnEhor+U6nGxnN77cDH7y0Ilw3FrR7lvTHpeUN81VKPZHzP/+38+vvpPa0JV5b5/UQ4ZY10OokWdiN5U0RLT3ZmiWeO9X6AaT26tteUjGpsmHxcE5Se9MISrC3hWlpCdakBDee/lrN4rUf+dM38XkwyE03u4HFLsWMYf1xS7sWc/u0xgyeW0QOJutthRLjuKA5Sdv/ojOGjmulb4Vefp/AqcvtlTSmFX5f45VI4b3kqvDeQn2WFf/wMXzewu0X80XPU5QzqBtVZ4j96D7s9lFQWxDGW5bWD06dTfJbgN/InVbeozsJGi1ren+DjkPjdJ9idEX4ylGgrlRuiPRzRjhPhm13MUe2GGtJLsZOc+NmMbm8ozjAKITAkDy9R1gsx2Xt8HAm+13nKvYjoaC60j9Mp0VWDi4zQH6xn66cSdbWTTOga+znF3QGq7rB5RPrTp+irFapqUdaSfTql9+6J0FOqGtU5MEoqtAbOfyCO4QuqhCkdfjJErytGnxQkzxZMf2ObYFayvplhakc3TAnXlvz9U0whEzI8X2PTkOSsJDiZEaxa1nd7dBORrZnSEqxaqrGhujkgXIj0Z/SJcOniaYO5EFwzfTJnfTOlOIgJSsvuv2qIVlYwJg/V/S3qSSSOdsPs78YpxUFK29Ms76Ws9wN0Y6XFVSgVU904Lv/eXUzlGD7qOPteSDKzNMOAeNqRP6+ptiK8UcTTmmjWkR4XrO73N45WROw21FRbIflRRbDumHzYEW7G14yk+mtaT3IlBNvhg0Ku0Voegv3HBV4rRu8vyc4t6WktXVYGBl1ZshOpIisHq4OA5PlSGhpMO5q+YXUjJrlyhIVjfStn618tCNeWNhMczmtY3k4ICkfvWHTPLlTMX8+Y3w24ejMhmYqKZ343pu1/PXPVefVCy8tgL4X8ynuPryrU7UNU0+KjEPIU2k7A++kcvb0lIPUmfWlfOyB8eCLR3TdeA0CfibpA1Q2kKW6QoRZL1KAP0xnsbhGeyeSiaWFXChLJyRrVWtzNXXRR0+72Cc+WqLpDLdfoiaRcNg9p39wXLeiDYwgC3OGEbqePLlp8aHBp7xqf08tC8EHraXf7qM4Rn6wwtThFmxq6O7ugFWZZYfsJzbhP8uhKorpACgUANgtQreCM+tYuel5gJ7lEaFmEWVToZYEf9HBxiDm6oL2/Dx76TxsR8z+8RDlPgChCijcmVGPD6P2O/HlLs5vTf/cM18/Q64rw89V1xTc+W+OjQGgQ/QgXjjGl8Mt0a3FZSLUTARGjDxcSmWahdPwYBORP1gSnc4hC4fmNM9LzhmYQ0gxDoquGYC4yuRQIrgp8oIUfGGhMLfIpGynykxobatpBwMV3e4w/ruQhsB2RnlSic90PiBeO3b8UAnCXGsqdUFoZ5Rp7J0N5cEZS8qBwrG7F9B+LJE55j4s1LtIEs5o2Syknht6xIlq0tHkgDUxbh66kAtplmnAp+Fc9iel9Jg0SdOu5eisV2stlK4qSnRBtoR4oJh/XNHs90mdr5t/o0/9coi+QCM9GCu716GJFcmU3yhNpeNkMDG2qSC/cdePKLlNs/7TGa2nzNHxUo1z81ecpvDRR2YvYyxG5hQE6zwS/2kRUal1C8CVg7bZFrE5Z4TuLWTcyeQFlLerjzyXiGg/wgREM73SKCgJ8YMTBHZ+j6oZukgvvbV3iQ5k8ar7CnM8gMNIyKA4ErDdS1QyPZkRPrwiKDWF0MoQwIHh0SjPcaFmVwlwIXqa8R60KzNEFelkQzEuC6RqXRajGXTu6xf0MZR1oqZIlj65oDwa0w0j4e53byMs8NK1gaZdLqQhXnVBOjKbe72O3+5Ka1i3t/X3Co6kw8gNNtR3R7Qzodgf4MKAbJOQ/PSY7k6isngRSxdwZ0Gwlcu5ZilqsKQ5iunGKD40Qjr/oatx09D+ZYaYSZUczibpW94RTZ1NNfLam93CJzUNU1dBu5Zv+eDHthiCcfXaFbi3r10a4PL5Ou7thes0rCJYN8eOpYFUTkShlz0vGn1ZU2xHR2ZpqpOlyAdrz04542tGlmvV+xOowID+p6bKQ/LTFNJ70vKH/pLreJpmK4+j6IeVeQjkJWNyOKW/mDD9aMngsJO3o4blgcc8qZq/FlAcJ9SQi/3xFMwop9yLhnI1T0pOS1Y2AakuRnbQsbse0fVEwZKc1pgFdyXHX93rYUFHuJ5v0VJOdilwsPa3pPa9FvYDoh+uBqDSGjyRFt7EmqDyjzzpM61jcjukSRdsLCMuvzs/wKCz6hZaXwV6OUXQWshROLyQ6253gs0TwsrqjOz1DHZ1jt4f4zuIPtlCrkvDhCW6Qop6eom7soZYFarEWDtnBFm5vAiApKMDuFnRW+rcZI4qAOEA/PqV6c5/2zg6X35N0E63R65rqzX0h7PYz6eX2+Ewilg0vzm+NhJNXtxBo3KhHc2MgXXz3t6i+cUh7MEJVLT6NBH+rOqq9lHo3p/e0xiwqfGgIpwWqs4QXBcnJGl00NFuJaFXPl7jtIT40LL+9i7paCI43W9P2Q+lv15OUuBtnIv26tUV2Kmmq2kQjyn6pavBZQnyyQjcdvc9WuMgQPrskmm2ixUmP9tY2vUdrVOfR65pw2TC/m2CWFYt3xnSDhPZghIs04VVFlwqQ3uaKaNYy+9aIZpISXJWUb++jW8HaFnekI4bXCp9GuNCQnFeU+ylBIVFkMwrRdcvlt3LKg4zq7hbhst3sW6Iju2m73m5n5Gcd0bxhcVuw2C86mox/eoXqEKwwkc/HsxavFOVuTDUW6snqICC+KIXIfCRpZnbeoVupwna54KM+S6T5wc2E8ccV4aIje7qiuJ3jAiH4puctV28m0DkGjxqSS09QtOSnHcWOocvkYRauPcVhQtsztJli9KAkmnfXUeribnQtRbv4dkpy1fHo3xcML506snMnmtfaMfzJBaZ2xNOW1Y2Y4cOK3rMaU1rqwdcTcf3/KS19KZybx+OXaxgNcOcXcDbFP3wiVU/AfOMNlNGY4wuoa/SqYvXNHYgj9Lyge+eO8J0up/hKlAR6UaBnK6lMBgbXS8BacZqdFXLv0QXNdk797duEVxXB6ZztPz5GNR2re32JlJ7NsONMihTOC1duKU/Kdm+I7cfYneGmwlsKf84oCAxqVRI/mxE9Okc1Laq1qNaCkYlvWicdc5Wi7UfS3rxpsX3RjtIJQK1nK9o9EWjTOfJ/+SG+n4PWLL+zS/pkTnWQSR+7OwN03bF8c0R4uWZ1KH3s0lORYalWNLJYh1qXqFqaC1QH4hC7wwkuNNTbqehhO4eLA8KjqYznckn/aYM3huy4lkYAqcGFWiq/RhEvpGuHso70rGVxJxKdb+0wF0u80ez8pNo45GCTfm6qtE4Iu6bsyB/OBWawCCcvkCpllyrCRU1yXGBqR7ml6dKAoLB0vZDRw1beI7Bpob6+P2TrxwviaU32eCGYlVIERUu4ttIsFNj68YJ6Vwo2q7s5g0eVAPM7Ac6IIqEeGYrXxignkZtuLeGqpbyRkx0V5I9X14TZ5MqJqsE6xh9Lu6Yu06RTR1A46nFIsasJCpHa2VCxvJNgE00ybWgGiuHnNeGio9wNGX8kqebWjzXVSGNDxWrfUE8CvFFMf2Ob9W7A6laMthLJVTsRbT9g8KT9GuapovHmhZaXwV4K56a0RhmNP70QbK3r0OORqAiMlpvfOonuohCfRIRLK9y0J0eYpagb1L1b15pSOisgfiyid7SW9yZMctbv7Mk+J0PBzy7WG8Ks9JNDKWmTpDX++AxzVXyZFgOun6CqhuXdFDNdQ+ewwxzXT4h+9Anx2Zp6r/dlxAjYnSG0HXq2outH2NgIKdQgGtQffYJalRCF6KqjuJ3TbfVE0znIRPZV1Oi6RR3sSsqeRPQ/uqK6OZCUZCl96ardlGjeoYqK9KIT+sogotnNUSuhn9hxRvPaLmq+xCWig+wGCWZZoztHfCqRi7kUCdf6nT2W39yWFkDWoexGm3pnRHQpoLs3SjrJPi0ZfrqW79ZBftZR3BIhenV/i2pb2k5V+7m8MMZ6qcKOE6KZkGOXdzKa3RxvFLt/eLyRqYmEavJBKS/QGSeUexGDJy3VxFDsSiqfPVoIWbqRymXT01IQulhS3hpgY0O4qFncyzClJZrV6MbRbCVEVzXRtKL32YpyT3CvZGYxrXDrTOOJpzUu0kzfSWlGMYt7GTbRdP2I4laPcG0p9kNspIgWHdO3E05+kDH9RkiT62tRvKmFcnL1RsjVd8dsvbuk2NHM74acfj9l6921jGsUXDc1nd+Vvm/lHkQry8EfXtL/ZC6dm3vSej2eW9LN+0dA+HbP/u7XUy116BdaXgZ7OQoKzuHWBbqXy6TtOpjsosqGdre/Ae8NbpChmxa/iajqmyNiewcePYdbB6jFWsTzX7w5Kw5EapUkqLIR0f3jM8xyCN7jsohgWQulw3vcqAeDjPW9wXVaom7f2LQ9inG9BH256fYbBuQnDTiHOZ/hh0Lr4N4herokjAIpaNSif9VXK9y4B50jWEkUF59auoFElPUP3iS6lIjQzNfkj8HmEdHTKygr7KHoZtVKnC5NC/MV9rUDTGnlXROhwYeG/KNzwSbzlGAphY7kaCkUlAOJ6IJnlwDYW7sApB8cY/fHtJOM6Ohqk2rGRBs9Tf7BKfW9bc7/zj7R2hPm4hCjqxplLS6K6fZ7IqE6kCpefFHSDOUWi+YdwfmStj8hWFtWrw+JZh29zwqUtazvDUhPJbWOGku0tKIJ1prZ9/cZvjelujkgmlbU2ynNKOT8OyG3//kUm8f0aotqHIvXeoJHDRVbHzbYOKL3vBZZl5eIS1tH15f1NtaEH51S/ta9zdvILNN3UiYflEQLCw6htMSGZiciO66F23deMXnPUm8LYdg0jvCqoh71cYEhP26oRyE2Now+la7PX7ytKj2tiGdyXVY3gusX1lR7KaOHHcl5RXGQ0mUh2jrSU3FUwbpDdyFdHrD9ruXynZByMpEHUyKSrq33BVJoBoGQjhtPflLz2u/VfPY1zNVXBYVf0hQKlSS41Ro/naGCQFQGRotjiyPc1UxwrEkfN+7RHA5JHp6jFmspFnSW8hv7tPf2hQOXiLSm/P590ZkeDsEofJ6iyhq1LDDTFT4U+RVw7Th6n84E0N7pCxWlbqQjSB6D0bhxDx8YoqM5aC18s7rB5pFgaxvenDcGl8Xoz46EtDsvhKIxL1BlA22HWdc0t8aCcxl5Q1dza0w3jAk/O8YnkfS2U0p6ymUx7d4An8VS7bVe3n0wjMF7ilsyNoDVN3fQnaPcT6n3epsILkAVFc29Xcp3Dljey5l+I8ceSDpqqg6fRFIlXDbyqsG6pT0QgnR2IS+B0Z3HlBYXCX+s2gq5+HZEctGQntZUY0MzETpCuJSOI8tvbQuZ1nr671+ircP2JDqKp610X97IjeZ3heNm01Acyn5fmk4GmqDsSJ8uufV/LChv9kWqBqAVg89WjD5c0Du26NrSJYpiLyY7qqhHIfHJChtqwRBrSSnbt28KFtp6ujxg50dzwqMppv4y8vZaXsOo606aDQwj2mFEeiKKijbftFIKRXP6RUv3emiYvxZhY0U8bUguGhb3sw0NRFocKQvZkTzYkvOKq7dyITgDppCi0ex+yMlvZeSn8maxLlEkl55o5Si3NflZJ2+96gd0uWF+NyA/bekSRTWJWL7+1bkg3ius1y+0vAz2coxCKVRgUEoJVSDPpEp5tcD3c6l23r/9f7H3JjGWpel53vOfebpjzEOOlZVV1VU9sKmm2CIMCxAoyBvLW2+shQEu7K1hGDDgtXYGvDEgA4bkjdfmwhuBgAbDtNjNZpNF1pCVlXNkDHceznzO/3vxnbzVpFvs6q6SXGrpAIGsjIy6cWM4//2G930f8nsjVFFjrXMBv0QB1LXoy9qW4CdPcdaF3NytOA78aY4eJXhTGdCrssY4Nu3REOM6O4mFtSkkSHAcUu/FbO7FwkFVSmZ7WYV7vcKsNjSDULyscUBz0IVabjPstNq1olZeixQk8dAPzsXq5TpYy1RkKY6NiXxU2eBdb6mGvsy4rufY6wrvyURa8ZsZzUEfe7LC+K4Y9fc9AerMVxhbUZxGuB+9Ir0d46StSETGA7x1A8bgrWuBvJzGIrY96GLSJzm9p6nklWWVzCqzCh37uLNM7F+eI9YwS+Zg0cstbSxZccsHAZvbAfGrHKVh/EmNM5E2NnlVUiei1/JmheTSFZr0RDabuhfsnA9YlsyuPr+Uw37kM/5Ewj6tumX5IBBzf5dkvD3zSe/1KY5C4cF6FqrS8jGdNrHs22SnYcdAMGzuhkSXOYvvDPFWIicqDkSuUux7hK82eGuJcTdK0RwPQXd2qsawPXEk9bbR+B9fiBh6bNNGjmAPUxF752NFG1jMvxWAgsGna8Yf5fjLGqtq0Z6129TO3gtoIovNuc38gwjVwvZ2JNHgSNLI9d/skR8F7H+Y461F5FuOhO3gbU23fAB/VuLmmrJv4c9r3Mx04Z2t0Lm+pkujvtTbN+H6hhxuoFdr8DstTttKJbFYojapVG6xT/hiRTuOqU77UMpNiFKodYoextBqyWy7nkqKb1Fhz7eUh12sUdNK4q9jY2XyC+Rernfq9/TdA4InE7xnE/qP1lip5Mu1ox5t7GNcB+V7uDcb2Zg6Vpep5naLCwudBOJVjWTeZxcNqqxp7h6JmDfyUUEAZYU1W9OOIoznED6eYGyb9nhP8t+iQCxkwz7OPKW6s0fd87DWOb1PF7izFNMT8WxwnZP94C7J45VEjo991DrFfz4XQS8ipXA3DcaTH7l7sxHpQeBIm9YPRFKT5lQDD+O7lEcJ9nRN0/Mou+qoGoe0roWdVhz+80uMLabu3icL7FxTn/Sphj520WCXmuR1SXY7xkkbosdzYZAeJfJi0rasH/al4m0Nzd0jEeoeOiLaDUVbOHxSiNe1i3VKLkoJvDRQDUXG4awkdkk1mmoc4m3FNeCuG4JJJeDidUGwaGVGGtq0viwmks9X5Ld6tL6Ndm2Mb2Nsi7rnkB272HmDccBOa9I7CdXbp2jXJrypscqW4b98hlVqVt8/wl8Z1rdt+s/l0MnPZOvbhA6LdxOKPZfoosAqW6KpJrwscFNxMxgb4ouC/NAVFocWcI7uFg395zXhpCJ5rQlmNcmLTDawV5rsNCS8roimneA6NRQjW2aer+sdlvGrXLJQcL7U2zfh+oYcbhbq7jkYjTk/EnGsY2GNhpg0Q0ce9tUCtclwbtb4j28wr6+xL+eSvBt4ooc6PZSb5vYpxnNpzvfEWL+tUZ1di8UabmbiZXRs0Jrg0RXtKCL6fIHxPfReH2u2lspIKezpCvflFFVWVO+citm+ls2hYAGNLCcyYSa0B0M5POtGbF7bAufVjOookfy1fizLi14kG8KtyDJwLJqhj52WcjhX4qRQ6y3ek4mknHQIQKp6t5GlNcIi2I/JjwKCSSGyGUtJnl3WiJTiwMN7MkHVLe0oInmyEZ2cpagHHut3h1z+vTOa2MZ+NSE/cGlHPey8IXyVon1bJB/bmtl3B7SDmN7zkuiypBmEZEcuVikD+vw4xN02VH1XGARlQ3PQw0tl5lXcGWI8h8FfLNCeRXorwioa1rcDoisR3jp5S504aNsivZMAIud4w0PwFiJOVhrqPTlAi0Mfb5riL2t6L6RirHsO2aEIgr15RduXg9qqDeV+yPbBgCrp+BapSHOcRYZdaMJpy/JhxPijXGx2tZHH7Dv4N/I9mfzde5KYYouw1mrAv84IZjVNaOFk4mxILoSolp9IOkvv8Yb1W6HYqtKWfOyQH/qMfjrn5ociY9Kuog4twhvROKpK461b5u/4rO9H1H1P5pOlJjvxpT121E7wK0DpmvhV9pVv03/XFgrfiGdh2ka0bq1GXUwwvUggynEIt06EQr9ai4XKFR6Bef8tqcCuZpgkRAfyaqGyYqeXs376CF7fyGbt7pHAgm1LZnR10y0RYrIPTgWLZwxq1TkYmob0+7fl5o8C2pOxBGL6Nubs4Iu0kW0m3tabecdOrcVIXzeYQFqk5rAPbYv3ciEWqFbvZlj25VS2sp4jToCnU6k0N5m011b3I6prqQD3E9p+sKtUs4f7pPcSig4eXQwlO0wHDvXZkPZoiPZs6sii9xcz9CiRfLpG08YebehIkkjZYjWG0aOK+PkW04vpP9qIWb5oZDamxYBe9z16LyuUkXlfNZAhdzgT0zxK4aQtdlqLnANhsDah3TFZFc5GWK0qzWXB0hrqUcDoz9d4s4ImtLGymuCmwMlqkscr/A9fdAp8G39WsLknSSf+VLR8xhGYS3HaE/ZE2eBuG+xC038hFU12FuBOM5xNTTCVHLrk8YpwUtOGgjxUizVtP8D/8AXFSJI7in0RJb8JhGxCi2o/xk7rLrlEk7wqqRLF6JF0BSJ4BneWsb3lk5669D4U+FE5dGkGsoyoYov88I24WFMe9xh/nIsNLpANtNIijq5GHsv7LnsfF2zPLOrEJvp8QTGyKQfik92eeQQr0TYmz1KqoU/d+xrSKoHWqC/19k24vhGHm1KWHEonB1DKsF+lOcyWonkLfVTHM9W9QLRsWQWWRfXOKSqvcOYpXE9pzsYox5GPe+8t9N1TrHWOsy4kr00pzHpD9v6JmOIfvSD88RPcWdaZ8V1UXmH6CVZjukSPUHyavUhM7Ndz8a+6NiaJCJ7M4HAsB8/BAGuZisl/vkFlBfbjC/TBEDxXsuEiH/fVDCYLAOqTvoh4L5eYVH6p8/eOwffEvhUGtOcHGN/FvVyKIT6rZG5VaPo/vSZ8nbI99xn/xYZq5LG5G+KsSia/2du1lKqsML48B2udU449/Mc3WGmB/8lr+j+6wJvnND2f7MFYDjRHNrBYkqXXhDb+1RZ3U1GNQ5QxGLtryR1FPrZZ34/xX8zJTyJZxlgKbyaGd2MpnG0tNC1bUZ+M0I5FMK3QtsL4NuVRRHCTo4whPY8wtoVap6S/fU9ixztSWe9pjrPKqcaefF87/aCxIXi9Ib0VoxpDNRDzexu6bM5tdOiKiNmRz1ec9ijHjkRWZTXt+YEcxg/P6L0o8DYSVBlepAw+XeOtG6LLEm+asrmf4JQSrln3HKJJS3Cxoe17GLsDUsc+TucQ0MOY8LLAWzXUiUPyPKOOoY4E2myVIk1aPggF4vx5jpO3tKGFk2vyPYeTfzalHLrsfyi5c4vf3MeqYfB5RZVYEgu1lWjx9VuJMBqOvg4pyNfnUFBK/a9KqZuOl/BX/+2/UUoZpdR+93ellPqflFKPlVJ/ppT6/pd5vt+Iww3ApJm0i1GIns1pT8aYPIfDMbof0l7dSGX10RPYG0nLuN7grDpkmW2h3M7o/tYJtJ0i3xghYnXBkQAooV2pTYoa9NF3T+Qg2mTyOcpKNGKPpzivZtiXc5FsNBJVThigPUcqoLJGbbNdiKP9akJxf4/q3iHtyZj2eIS+eyIgac/pYM9SDdbfOkcfjgQBWMs8sH73HABvUbJ+b4g9XYsAuWtH20FMG7rUezHVOBAh7MmQ4jgWfFu3sRt8tmXygwG9Vw3+VFIwaPUXB1E/RDsK049J39mjengi80itKcdi6G5Dm83DIcZWoNmlTZTHCflxSPDZNW3sSRXTtzsmakPveQaeZMllD/eJP53RJh5NbHdcVAHOGNvCWReU+z7ZiS98idZgVZq6L88lfpVhZbUshdbSXhlLNs75cSAG/20ji6CeQzVwiT6dYhyL8Eay7YK5sCNAlh7WMhVrF1COfcInc7GOKbHQlXvdtttRVENJG3EWudDUlMKqdBcN1cjWuNBoR5EeSfdQnPXE+xoLUWt7O9zZu+q+TzWWbXT0bE16HtG7ELRfdCMV3+w3RvReVrhZRy7rAjaVNri5ZvPOCO0qlg9c4lcZwz9fyufdFy+vURA8XxK9zul/vhU5yeSri3gBtLG+1NuXuP4x8Pf+6juVUreA3wVe/My7ymxOmgAAIABJREFU/xOEePU28HvA//xlPsE343CzLVQibVZzdY11fCiHxp1z1GyJfTHF3h/DZC5C3baVAMjxUNB/bzyojgyUnckGe7oSjkHVSMjk3SMR4to2yrHFojUeSF5bKPM5mga9P6Dd79PuD8SBcDwS0fCrGWgt3se9ngydPYE+m0EP+2qBs8whFEuTva2wVhnWYot9vRTuwlSCMa1tQTuKcBY5bS8gP4+xpitoWlH61y3FYYCTa+qzMeVhLN+myQplDNtzH+/pDcGFoAXfGKTdy6XMrrqKc/RJIW1ZWsqh1otoImlJy/2Q5POVcFy3QtzSA8mcM5bC3dSgDf0/fCab4psN7qbGWZU4mxonbVn+8BxnsmHwk2vxSZYt4Stp65uRYBiVhuxtmR85aduJoxFrVSUHTvRyS/JchuN1z8Ndl/g//oxmIBWzMoa2F2BnjUS7W1Lttp74MFVjaAOL3kczgks5WNue+D2rccDqbkATWuQnQff/DrEajdVJPZq9BH+aE76URZG7qghfrinGHk4miSI68qiOEqoDycSzCgkKbXxFndhYtSFYyiHXhGK4j65LyoHN4NM1dvmF+NebVzShRXanj7tpyPbtDpgtLNbxR1tm7/tk+zZWKakl3rLGXVc4mQiTVQsHf5LRBg7ZnT7hRBYMILjA7btjqT57Hle/FXZg5q92iXH+66ncjDH/Apj/nH/6H4H/lr8MXf77wP/WkbD+H2ColDr5RZ/jm3G4GSNvh3s4J8foqxvZbs4WEPiSbFuUcHoILy93BvFmL6F+7/aOTWp8VzRrWkuu2+MLaDVWJdi7NnQxqSTjqrKV8MjjId7jS7EFxSEqr7CvFlibTNq3TYEexjL832ZywJQ19uMLvEeXkgAyisC2pAULfaxtsWM0lLfHQvSKAtGs+R7GsbEXmUBuslriivYHVKd93E2FczHHqg3evAJtCB9PsJ6+FlFw1TD60TXZB6c0wxB7U+DOM7Yngh2MXudgQPvS5tpZI1HYQ5+2H4hWzJVNoTXf0CQu2aGH++SK9FZEuecLE2Dg4s0Kim+d08a+3MihTTPwaUOHzS2P5EWGiXyyh/uUQ5c6ccjPe9ibkvzQpxqHGFsIViCVkHZtiSfaynxOpTlt6LJ6O6Y4CCRT7Syi/dZd3HlGvR+JVWq6pUlcafl8C/dyTXwlm84mdvBW0u7ryKU470YYrtzQXiqR3Ko1BJOC5YOA/Dik7nv481Kqx0MRbwNsb4fCjr0pZW71dEN+FGAVrThaliXVyCO9Fe1IX00kQZPhlbAhvIXk20XXNeuHfVZ3HepEHCn5cSDSkUqWIShpS42lcBeFMG67w3L+fo82dMmPfOxNCQqCaS1JIVpe6LSrWN33WD2IGDwrqCNFHVl4SwlcGDwVndxXvk1R1Mb+Um/AvlLqxz/z9nu/6PGVUv8pcGGM+dO/8k9nwMuf+fur7n1/7fXNONy0kZv/9TV6tcY63BeewrBPO+qhxkPMrSMR3/Z72FO5Ke28xvvsNWqboz97RnF3jFoLCZ4wQDmO8Etf39AMfKmIfvO+YALblnIvEJr7SFgKKs3J3hpJC2gLAlCtt1jPr2XhEfiiuctKlOOQffeWJJQsMtr9PvXZcDcjNK7N+jv7+H/2bGdWx7JQddO5LULqo4FsSI+H0pYqhfZsmrOxMBCMwc5rwRLeOpbDeBShh7FUqMucZhSiI4+DP0ll1tdoomddC+65WKlQuqJHE8o9H+MoWcjYivLtI7QtwlfTT3AyvRtIG1uBY+0OaWslPs7WtTCO6jZ/hjZ0cVMBMIdXOdGjqRy6lcYuW+wuObcaup1mTHeAFCFvFfcPMJ6Fv2rx5xVt5Ain9PNLAVA/uiS9J5vS7NBDhy7hTUlxWxKEje8SPrrB3hToSBwBVq1xppJUku+LL3T/T7eCzzuPOPijOfHHE1miFLLMMpbCLkULGN1UOGmzSy6RFwOL/DjAzkULaBdaQj6XpUQhPZfqyioakotSMIc3Ges7HvFFgb+Wajq4zmW+2PERBDNosGpZQNSjgDZ2ia8F9GJXBu3KwaxDFycTPkYdy4a7HAhgZvCkwl9p8gOP6KbBKY28kIQ2TaCIpl+dbGAMv4yId2qM+Rs/8/aP/rrHVkpFwH8P/A8/759/3tP5Rc/3m3G4gajvH9zGGo/kAElELtEMRfv2hvtJ26KKSqjreSVWK8/FeniP4OWK9vwA548/lcTa8wN5nDhCVRr7YipOgCwXbdmTOXZei8thvUUfjeVgaBrUaiPRSeMB5bdvk709FnnJ0QAT+RJz/noDB7L11K5wCRiLh9SebUieyZzLWmzFOpUVYovyHDnMHIFGO8+uMa7dCY1riViapLKlDF2aYUi1F2B/9Ax7UwiiMG0oznpYZSstb6NpjgYyjzuIcVYl+e0B2b0B1cBD9yOC1xl17GBtCoJJhTvLCJ7NQSnW397Dv85wUiGma0fJ5hOw85pmL8HeVnjLEieV7V2TyJZUNUaG4VkFvifzsxbc5xP8ixXRRSYWsWmJDmTu5k1y2RjGNqrSwgDY96hjh2rokv3gLtXAo3z3VBJ2D3vEVyWz7/RwFhlNbMvm2RjxvT4coD0LqxUbVH3YiatbcAqZNVq1iF7T+wOag77ApmOP9OEYYyFfW96JsMum+7kqtGMRXxSCMOx4tlYXRb96mMg29TBg+SCg2hMkoPYsjFL0n1dUQ5fhny9xV1W3yHG7Sk9j51pi41vRpS3f8rHXFcXI4voHFq0n1ZyTS4ABwPY8YPC0pE4s4ps3c1SFu22IXwnDNnqdk56KNCS6qsXT+pWvLyfg/RVFvG8B94A/VUo9A86BnyiljpFK7dbPfOw58PoXPeA343BTYCIfe9WZrYtK5BejHt71VraaWccjGImsQi3W0rY2jbzftVGrjSR2PLyLdT0XFN4owQSyTWvPD6SNPBciFPOlbD4DD9NP5LC8nGDGA6q3T8V0n+a4m0py/ZEbFsuSwzDy5K0f4l6vaPd61Mc9sUc5Nvb1Ug5f30P7rmjZjEEHDs3Ax3t8KQLh8wPZ0No2OnKxF7LV1YHD5m6IaqVC4ORQ6Pa9AOfxa4krKhrqvUi2uR2qT9sdl6AjZ7WhVAQ6cGT43ZNDq42FcmVllRit+x5WVotG7NGS+JNJJ5z1ZEZVNSJ70Ubas5tUUkuymuimksr3Tp/keYa7qWnO99i+O4bWEH5yJTNK36b34Q3lUUTv0wXeusZZF7JpfJHipg3+XLitwZ/KTDmYdK33qQ8G6oO4464qrLzGTRt6jzdszzycRd61zjbBrGL40ylWI1WM1RgBwWhDNZLZorPICC8zokdTtG/jLEuJ+W6lxczHNumtkGLfkyrfUWT3BtjrCnctRvrsSGDKex9uuPlNH7fzxVZ7Aempi1UbsjsC3G72EoJphbdsWN+PsfOGJnTof7QgvhLGQ3UQkrxuuPf7YgvMz2PqxKaJHdxFQfIip+o7Ap8eW0Svc2EwjFyyE1mU1Ikcwt5KYqDC+VdX8Rp+qcrtl3tsYz40xhwaY+4aY+4iB9r3jTFXwO8D/0W3Nf1tYGWMufxFj/nNONy0wbpZ7DyRb7yZ9mIDk4XEFG2yLyhWcUj18AT2RuC6O4apGQ8woSfat16Mf5OiykYsXXklTNIk2oUrqkAkFirNpea2LTg9lAPt4xcigSgrrGdXsrGLA/S4hzVdSRt3s8bKa7FGuY4Ai5/P8C4WmMDFhD76zpHEfwMs1phWU4593ElK9eBkV5lmD0YyrI4d2oOBtI17/k5ZL62yhZVVwmF49xzTbWy912uZTVlqN6S36pbgcotxLKLnayFHpSJfSG/FQg5zLIKLjUQZrSta15L8OEsJl2EgacHGUhhbUR3G0hINPKy6pd6PZHGSFhKLfjIiuMxY3487irq9m3vp/YEwTitJUDG2LB20bUkFWmlJ/53KdhRA3z3GzhuKQ/l96D3LsRqRk7jXK5rYJrvTx05rdCCyCdVo7ExsVNq2KM8G4pzoCZxYDh5NObRJj2107GMci823D2nCN1tJKE4isrMAfyPtp5O22LnQ6aNn6x0L1sk1J/98RTiTr9fJoA0s2tDBW5ZdAKYltrXQptzvRgPI4N9OpQKr92LKkUCgnU2NPyuYfyskvpbYctVKSMH2fo+mJ9tsN5N2tk5codpvhb3qbGu8ZUl8JUue1YN4N/f8qtfXKAX534E/BN5RSr1SSv2Xf82H/5/AE+Ax8L8A/9WXea7fDJ8ECHF+MpdGer2BWyeYNBcavZJNn1ptOy2ah501mNDDhB72VEz2IOZ3Mx6gFmuag2OccittYNWg1in1nQOcD5+gBn1MHGLPNuiDIda2QAcu1rbAbFPM+ZGs/scDeH0jYZRdEocpS+gWBNzMMYdjKEV3Z3xPANMduaru+/gXK1Sa07x1gr3IiD8RUlfr24QfX1Hf3id4nWFtMlledKSl6OkKvx9IUnBZ04yi3YKhuH+Ae5mSvX+A03Oxai3OjSjAihycizn1+R5W0WB8GUhz6GM1hmAqVZ69rWj6AcazcK82NLdjyX2bbjC3x5RHEf40F/jKukCVLjpyqfo2TRjShIoEsKoGVbY4kyXFw2P8VUu55+NkkpVmfBtrntIOYtx1iVU1RM/WQvO6WEkyMlAf9bG3FcVJJLKQRrRj6aFD6w+Jn25xSoOzqZj+zgnRRJJ2s7NI2jZHUY093HVD3XMEEdhC64s8puor6thj9HGGv7LoPa/FCdNowqsCHdgoY6gTS8z6gwCnMCiNRI4HwmGgaamGPk4uratVdkuF2GH8abXLnrPyGghJPp5R3B1hly3pkSvbVAfcVAA6wazGvVwCQ+pIpCJ1bO+sV9pV+Iu6c320qMbg1g1V4tGEkB+4+CsRYQcLzezbCdFExgD5ScDoJ9Pd9/gr3aN8fUGUxpj//Bf8+92f+W8D/Ne/7Of4RlRuxhhwHdSoy0w7ka2o8j30wRC1lgpE7w+kurMtid+erlDbnHZ/AEUpQY/7EjJperFIM2YLWQx0FZ+dVnB+THM2loMyLyT/LcvF27nXE+8niFc18lADiSjHtlGBD4d74kSYLGDUl0VHWUtSB2C2Kdbza4xj4V9tdm2gvS5Qqw31yRDv5YLwz17S7g9QrabtezvTvfZtNu8MZbs5T2ljn3ovkqF86GDiUBI19nskny0JXq3xXi5Iv3NC9tYId5qRv3Mk0OBueRDMqr9UgbiLYmdMd6ei7wuvC7LTkOZoQDVwJGJnmeK9XJDdHVAeRYK0W7fEz7Y7Hma9H9H2PTa/eYaTSdVhlVpEta/XqLJl/lsHFKeR5OjZCu052EUjIwZjdhXN/Dt9UDL/kgBMTXzd4C0bqoOQ3mcbrn7YJ5o0+NcZ3qohfrpGO0Jwt2qz+//SI4eqb+9wgMPHJaNPc9rQIbjOu3h3JZVN7MgyYroinFTUPZdyILl+2b5QvaxCDjPjOxKrNHQp+zbbt4e0niX6wMaI4Fkblh+IHs1EfkfRsuk/K/DnNfFlRfRaBMj5gSe/OxbYlZj1G191gZvgrhuyw05HWbas73qyZNDgSOdKcJNTjByChSwbWl/0jHahaUcRVv31tKW1cb7U2zfh+kYcbsqypC3MC9SgJxaocyG8G9uGMMCaLHc8BZUV2JdTIVUloVRugS9pr48vUGVNddYdlMO+JHkc9tGRL9qrTYY93Ug76ntwMxNv6LPXWKuM4uGxzPDqRpJzO+qWjmSGp7TBzJcwSIQ1oLW0zrnwGfTdU/SdI4lDin2sZUp7MqY474vzoWrRSYBJIqoDkSS4l2ua4060a1vELzOci/mOleB/do03r0hPXarDGHeadXzRguoowUQ+2lF4K8lvc7e1zCmrBnuRYac13qrG3VSdVclCtRr71YSmH1CdiTc2vCyohi7RZU5xINyF+mSIu5EqIryu2JwLq9XbGIE/h45ITjQiV0Ay0IIXSzAS0T38ZEvbDdlV2bB5u4e12Eq4wFxmd+XQJZo2RE9XGNuiGjoEl1vRgBkD2lAeRQyf1IRPF6T3EvzrLW3sE32+ILhKmb8jAlnjWPhridx21xV1ZKFdi+m3Q7ZnHqrRpOdhF74J/jSnGNvc/O5tbr4Xkh45JJctxUFAsBIIjOpeLLYPBigNyWdLktclTWARP9uibXaHnjyuwd0I/7T3NEW7iiZ2WD7w2Jz7sgiwFP6yodqPaUJHkoEnFf0XhcyiLUWx55K8yKUitBTxdSOHuZHWNpzUVEOf6KZCu4rjP1xTjCy2t3xa36Lue1z9sP913Kn/Ae33S19KCVnJ96QlLDuQ8Xoj3su8C3G8XmKSUOhYjoM9FWM7trSDOLYY710H//ENaraUgEjHwfqzx3IIlpUsGZKQ8t4+9ckIc/eUth/AwRgT+fgfvhB/ZiK0eWyZr1gb0aYZx5YNbFF1FZq9A884j19LWgiIMBcRjdqTFe66Qg8i7MmKZhSC7+Etyh19XTUa47ky9K5b9F5fNrltS/n2Ec48pf95TrHnCrC5balu7cm8ay8i+XiGVTaoTJJ338Cly7OBLDcA7UlYgHEsyj0fohBnLV5O47soY3Cyljpx8RdCapKNqEB+iwOP/T9e08YuwawmeL7ESRvqnoe3rmVWFzho10LHASbycbY1xrFw05Zq7NHsJ/Q/ERwiIC9EHRM2vBD3gHGUpAyfJASzLza72YEY51Um7IJ6HOGsC3BkadJ/0UjVYkF6bFMNHUncrQ2tb9F/2RDOG+pRIBlvYzG8Lz7o03sqZZCbGowN7qbF3TZEr3Nm34lYfHdEOXRx17Ktrg9iiUXyFJPf6pO8LiUJ5fGK+Ts+/rwRYfNlQXorwlvKobz3FwVWa7j6bXFdaEehPUviubp5XJ1IbLq/rOk/SdGBjdUKS6Ec2KRHEhbaumqHCMwPOrfI0Ce6aek/yaSlvdoy/rj8yrep4Wt1KPwbv37hs/h5HjCl1Fgp9U+VUp91f4669/9KHjCMkbyzoty1hKr8gpDdnu0L1aoXCYm+aSUg0hisTH5o5rVo0fLTWG7efow+3hPJxdkB1vGhpPQu1yLNyErcRSFb1J7ILJqDHtbVDOV7stmLfaqzkbROtTyfdhDvdHD1nQNUL0Y/v0APE/KTgObBqUgzNhII2QYO9rZi/sNTtG+DMbSjnjBAe74ki2xr8vuyVdSDiOCmxChFG3sSq+45WJVm8f198pNgN8dSlzNpwQpxGLwx6us4EBP9nSHNIMTOJQ34TZpGeRhLtI+lqG6NJKn3JkfVspV2Z5lEhy9LsmMXd13JoRS5cjOdRizfCoSw9O090lN/p4fTjsK92WAsBP7c/Xy0b6Mas9s6t7GPnVbkt/p4r9doz5IZ2TYX6UnosP7WiOClvEAY26Y5GqBdqHoWphdRjkU7t3p/RHp/0GncJMfMLqQVDWY13lYiglRrpLrtANJWB632Vy3RTbNL1Y0mLU3XcjeRTZ247P9pSu95gZu2+DeptJ4dxWzwOOPgJ1tUpWl9i+owZvxpSbEv2ELjWYSX8gI9/8E+1dBl8FnK0b9KJTBz0+CuKgnmfJHizlJaz8IqWlrfZvUgludbdVo1I0uP8LIgvm6EWO+Jw6H3NEV7FuF1QTX06X22YfnBUGaQX8P161a5/WP+vx6w/w74A2PM28AfdH+HX9EDZrQW/miWo/cHAnxZbbAO9zGltFG8uhJ/aF6A1ljrjPzd4108ePvBfbiaED1bSWxR6KJeXUtb+flLmdU5Dgz7krCxSWX+41g4kw1qf4yzEPuKiUPcSSokqIsF2DbGsSU0ciFm+PZ4hDPd0g5i1Hv3Uduc+EUqN8xkKeb4mw3eZ6+p9gLcTGOntZjey1oizm/WNId9rFWGfy1x26pucWZbrLQQAtIgxr5eioTiRUF4LRIIVQoFzH+1lK+RTtpxGNImHs62FhtYWlKNPVYPE5lxWRA+nlD3BKv3RuqhXanoAJYfDFFtSz0KGDwSjV706VQsTs8zgpuC3gs5IFpXCTj4xKMJHaKLjGYc409zqQBP+tQ9+Te7bHEmGzl88priWGKKdOSLbQpoDqR9clJB82Gk9VXdn+GsFcvTQUzrgbutiV/muNuGOrFofYvk6YZy7OBtDJtzX7LiQpvtqYPSkN4KJRUlcghucon1PnRY3heqlHYVvZcN+YFL9HSFXWuyE2lhtauo9yLKocvmbkhx6JPeClm8m6ADIXppW1H1HbJ9iyayZPnlWNQ9l+EnW+yy090VDdlpSHHgURyKv7Y8ishvD/BWDU3PlTRgJXzSxcMQJ28Z/ZkELizei6j6NsFE2lFv2VANPJHwtIbgtdjznNxI/t1XvIxRv16V27/GA/b3gX/S/fc/Af6zn3n/L+0BU7YluWWDfgcwaSXbv9WoQU8WAlGI2RvucH2ASD3WW5qejzPbyiKiqkUy8fmFGOzXKdbeCLVJxVu6XNPeOsQ0rcRqd+2asZTITfqihm8GocSZ3xpJ/lpWSPJIKSwG+0ICMa1UXpH1KJH22pbk3rbvSRBlP8FqDcknc7Qv4t2224C244Q2dGQh0baoRqMDh+zBmOLuaEeUMv0Yd9NtODcFwbP5rlKqj/pQNwKImacYW9H6FvblXIj0RU30dEXvaY4928hhdjAQhf1a4orQBqvRVPsxOvJILkry8x7uuqTu+2RnEdk7+3irGuf5DdqxaGKb8PGUqi+Q4nDaUPU7IEnwBf3IzhqCJxMBX7ea4u4IZ1My/f6A8MVKSE1pwfathPUtW9rggS9zTUei1ZvQYvNAcuWMrfA34pToPS/l4Oq5lCOXJlC4GyGXNYHCycWrqV3xf7qpwUlbBj+d4E9zVCUsBYyh/7Rg/GlNvmeRHtqUfZtyqNi8M2Lxttil6r60xK1vE9yURNfisd3cskguKqyi3TFsm0Ba4LIvQm3VQXdWDxP8m4w6ccV5YcDJNPnYxp/XOGlDeuSwPZMFgjvLaAKFUeAUsiwBqdyGnxW427YLHRBnidISuqo9m/JQFiXuptnhGr/KJQuFL22/+v/9+lWP2KM3Irruz8Pu/V/aA6aU+r03vrPKdN/4pkEPY7kxy1oWCp4rfNFG5isqK2XAX1ZYNwvqe8d4TyUjS9UNJpH4bQ73ZAbXj8V8/u6pHJKui3YszMmexIaH4ptU20xmTlkBswVt6EjI5EqSNprzPZr9RCLHX16Rv3+GKirhLLRGEm1XEqZZ3drDnWYS1VPVKG2Y/M5BZxGSDLXdD6BopWW0bQEgn4ZEz9cCfLGQGPGTRLCBfRdj28x+eEw1Dsnu9CWm27Gxa41abVDaiE3qeCRG+EGE7mZp1A3OdEvd86gGDtsuDgdLUY18/KsN9nSDti1ZTDgW3jSVvLMLcU8s/6O7FIc+0YuU+mjA0b+coRpDvie2qewskny2vBLGBOyy60DSTpbf6jP+KKXeixl+tEbHAf68YfRYFh7l0JU4IkuhexHJ4xXJs1RSSbatIAXTBuMopt9NqBOb8LIguZCNcHhVkB1a+MuawWcpdSQxSeFMqrHswRjjWLu0jun3eiwfhOT7NsHCUA3Aag2Dp/KzG3+cU8c2/kx+T8uBjQ5sXv7dDpv3vBWCmiWAGSxFMKuJH83xtjKGcNYF9mQpboFxSBPb+Iua8KaUKrcUulU1dClHiv1/9pImtCiPE/Z/vKCOFJvbFosHHqv3R/ReleJK2Mi4pBjZGAsmvyFyH9VKusuba30/+hVv9b901/57zVD40h4wY8w/euM7c428SplRXxwGXUijKUqavUS4A1WnBVp09CnfQx/vSRIugFIi43h1LX+3LdL7YoVyL+Z4LxfUZ2PMeIAz78S9Wgvd/o2ebbXFDBL0rWOCR1diVH91jbGVCHYz4S8o1xWr1yDGfT6RXDdHoQcRzWEfdy4RSM50ix4muNOMw3/6Ura5sw3ey4Uo5td5x1jNsbKS6q1D+n/4nPxWn3oUELxcYS22BC+WZG+NJMfMkSrByWppK/Mv0nmbu0fSCnbzleIwoDgUZ4KxrZ1QOXgyof8nl/Qeb0Qecr0iuNiweWdE/mCfYt/FWcg29o13tR4FGN8mviiIn4s3tziUmHd7U9B7UQhnoTRYz65kyfNGGtMtWDZ3ItrIYfjR+gufqxYZjLsoCK5zrMVWKs+1xP/owEF7DsVRiJM3eAu5qZtYQjYPfrySYICRRzl0sYsGHdgc/UhU/OVeQBNKiCXaMPh4ibtpmP5Gb8crRcnWUdsKbcPoM6nGQES6ErIpI4XwMsPbtpRDl/Gfi2awCRTLD4Y4063MFeeCOqxO+5R9RbUXyKLlRDzD3jzfZdJZVUvT89C2Ij0SN8PRjzLSb5+wOXMIXq2p9mP6zyuSC0040wRTGScI31Wix+PXNb2XFUd/lIs+sO+htGF92xUgT7cs+SqXLBR+/aHM12/aze7Pm+79v5IHTNkde6CoUOuttKN5hRr0cP7iqWjXTg5R2y9mYpRdBlrko/cHMgeLHMzpgTxmVhC+SiXOe5vSHA1wX0xRq20HI67QwwQVh7KkKCo4ELSdvUqF3N7zKb53F+O7sjmtGolK6ifCSQgcifrOK/znc+zJStwETYs9EWFxcRxDWZG/c0R2K6Edy6bWLhrqoz5t4lHcHUmOXKXRB0PCFyuUNkLsch3qoz7hK4kcsmebL2A3lUbVjWjxKo32bbzrLeHrVETLLQTXMqC304r0u6cArP7GicQ6xR7u5ZL8wb4wR29K/FlB/DKnOkqwqgb3aoOVlkLCUtKSCUTZwS6Fdbp5OKCJHcqOZ9A8OKU4lTSLuiccifROQh0rnFUpFeGyljZuv9s4Jh7lvmjsBj+d0CYe/nVGGzpc/86A6OkKZ1XSBg5ohLEw9LtliHBHo8ucxbsJ7qKg9S3Kvo0/zUlei8o/P3TBsnA2JeFUOKSLhwHxlczxin0lzolA4absEoODF0upTk9Ep2eVGrvSjH80pYkd8j2JAS9uDXYFDz3WAAAgAElEQVTug+LQZ/nAJ3nd4G5rvHmFdiyqgYuqW6n+bKk8tSvQmN6rkuxAAEAoOPrRRqKjjLScdgXJi5zsSKA22bG7A+JoT2KWtuc+TlYTPJlR9iz6zyoB3NwOf8Vb/S9fX5dD4d/G9as+i98H/kH33/8A+D9+5v2/tAcMbUTz1LE29SiRw2cmg1Pn+Y0IeZMI5XswW1I9OBE5RFGLP9R38T59LcP89UYM65sMs96gXFcG2YW0cCaWH7SqunjzoqQdJ9R7Me4shbqhvLeP93KGk7cSc961jc7zG3mMXoT7ckp9Jgm8uh9J++w56H5I/lDmf9GjCXqUkB27Iuh0LOFujnzcWYpVS75+cXu4y9zSkXgk/T95IhXr9VrCMLWhOhtJa94RowBovsDAGc+hOI7ZPBygtAGldvyB4Kag3ovpfzgT0lbVwnJN9Mk1m4dyY6bnkUSPb2STiTHUB7Eo8idrgs+ud/Y1gGrs4c9FA+fkmuD5EquQG1psWhoaId7vfbglvZOIhSwW3+z0O77MheYZVkew0gMRC1cHIfN3fQ5/vBWblFKdbUz0fM6yFGhOITOl9DwkvqxYP+yjNAweZzLnbDTBTYHVwOQHA8r9EDdtWbwbYRcSkOmlBm9tiK5qvI2W/LVZQXorJH1nT14g8pb1/QirNQQ3hVSnFkQTzeKhsDreBEs2gYW3NmQHTifxsYSNAfJ97Yqb+Fp+/v0nAmD2tprVPYd8LLHzxb5UdfmBVJX5ibgmwisBbudHAqK2Ki3e2USxuRPtZDZtaLN4NyB5Vfxyd/jPud44FH5tKrd/jQfsHwK/q5T6DEnN/Ifdh/9KHjCMETwfwExitM02FZjyoC8QmEbITLQtyheYslXJoWD6CcyWmCQSs/vd8x1flKN9eVytJcGjA64AEnUTBRI2OV3jXq8lfSQKaH1bbDYDV/LYfJv1D86Y/+27sjSoaupb+1hZjft8grUU5F1xHGOlol1TTUtxd49q4DH8VGZXxUEgM5a0keThLjDR3Qr6zdg22nfkkH7rjOXfukV91BdT92evhONqWUKf3xRSUW4yrLoVqMuZxCH1Hq2w8xbr2RXeWpJqQbR01WkfY9tYT1/DeCjSlK0W+MiqkfnRm21bHKAqTd13mP7OMfX53k53GL5c480r7FyqRLvUEsle1pJJ10klstsxdSKzzugiozjtgRYJxugzafeafoCT1WzPfJmJKknkOPzJliZyqUa+tK+bujObi67N3Yjhvxr69B5v8FYVVmPID1ysotkBbTb3YsJJxf6P19i1SDaSy4bRJ10bXGpaX3Wqf83okwLt2Qz+fI6TdsunjiVaJw6qrCWefGCT71kkl60AdBy1a8ObQIm+LpSsu+xOH7fjsjqFtKV23oI25Mchi3fkZxTMDE5pupmaOBKSCy0b90Ky6ayioU7sXWvdxDb+TUZy0VCMFMW+x/jjFKs2OLkwIL6O698lQMwvFL/8NR6wv/NzPvZX8oDhOgJciUOppJoW5TiYVmNWa9jro5cr7L0ROs2Eb/roGZweUfcdAhDrVlkLuWqdYXxPDO2OaMsAOczWG8z9851ejrqRRcaB5INZ60x4p3/wAnPnjPB1KoDkSUrcVUhYlqj2P3kFQHt+iJWV2Fmz+zz+8zntqEfw8YUwEPZ66Mgj/niCSST4sf3OXZFyGIPKK0nnnWzA7pO/f4a3LAknkoKr6ob8+/ewS7FLac/ZQXEs3+1eIBKiT6ek7x2gykbsWt+9jbfqeK22jXs5p3z7COvVDc07tzp5g9iVmp7wSFVrUFm2e/V3ljle6BC/KGljl+y7t3DyBu1LC+XkGidvsDMxubtrh+LdEf2fXtMc9vHWzS6JI7jJcbc19qZk8jfHeFtD/0JkOdYyJex72GlJ/NrC3lbUowD/akN1lOBOUjbvjHDTVg6kvOX6Bz2O/mgNoYva5sx/eMzoz9dkt2PSuwnRZY72bZlTaUObeLgXS7anR8RXFel5JFCWgU3yuqXYF1pXMXLwVy2bO2MaXzF41s24KiMgZsCuNXWiGH1Wk+/bxC9r2mNfqtxCE1/VZEc+s/cD/JWh/zRj/q0YNzX0P9/unCLGkYVHNGmx85Zi5GEqcBY52wcDwrlgCsu+TThr6D+vyM9jGl+hDzzUnkvv8YY29qh6NqNH8oJTDSXIMn5d7yKavsplDNT6m3FwfZnrG/FMTV3L8H6boZcrmMxFk9Y0X8hDBpK+aw0HqChE3Trt0jyQSqyqMXmOuphIiziKqO7swWorj4WIWzk+EBxe3UDdUJ/vSQJv2cjBBhKRtDcSL+nFBGeRS7prayQlNhZvH02DOdkTOch8BcbIdtV1aA77GN9m/rfvsn3/kM29mMn3YrAs2tgjeDYneDbDRD7WbI3xHex1sQPM+DcpdV9aseq0T7sn1U4dO9Rj2XxZRSPugbLGenYpLomDvtCg0hxvXRNcbrFnG1bviXYNJYCW+t3zXYLI8m1vZ2/Kj3yafkD2zj52WqE9i/xWn+DjC0kgeTIhfDInP/BQreSGoQ3e5ze0kUMd2+JXXTdiMeuWHVbZYhdygzWRy+z7Y9zUEExrVu/0hZngewQXG/JbPdx5xubtHv6rJcVpj+xQgjpBNq5voryP/685dV9sRnqUMHiSowMHJ21JPpdK2b3aYNVaRMtDl5u/fYzViv+zGEoq8ODjjcRBdRYq7cL2xMEpDOOPU5l5lbKpLQ4DVu8NKcYe7tawfOCSHcm4IbqpaCKL9NiW7LzG0H/ZUIwstG8z/ijF2HD9W32ank9+ElEN/V3oZTV0KIcK7SIuFtgJjePLCn9eUg0cqsQivqpEIpIJq3VzO5Dsuu6uVtoQf76kGjjM3gu++n3Kr5nO7d/WZc03EPjYeyPMraNdm2r6ciAoxxH6/FYy38zzV+A4YuC+fywb1mGf+lvnwuqcbmTgblviZvA9Sa/YpJgkBNfBbEWoy0wI8M2xqPiVNtLiOjb6riTguusKHIv46RpnssG/ELmJarRQ5w/HWHndbSbVDoY8eJzKTGfdcvDTlM0H+ziPLtDDmOpsJEP645HMHCcLaDTZO/vCMnAU/tVG6O9ZRfBiSXCZYW8rSefYE71cvRdhTg+oz8YiOciFaVr1XTbvDNH9iOEfX4tPF6DReBcL7KsFbSgVi1W0TL/r7w4g1SKbWMCfFbTnB2jXwvgu2/f2iC4KnJu1eC9fLCnfPpJN4VpaOJAqWBmpeOq+t4sZV8bgr1uSV4XYjlatGPlDF2Mr7E5w6m5b6qO+ZLstpBXtfbpAOxbutqUNLLAs/IsVbdh9bdqgA+GKVvsx/ryi2U+walH7F0ObcC7OBDSCKKw0ygiZ3l+3OLnGzQzRtMVf1NSJi7fRWFUr7IfO+dD7dIG31Yw+KRl/XBN9ci3VXSlbzSYSIpjpZqnT90MZLxSG4ZOa7MQnfjQn37fFX5wbyp5FfKXlcTKJMcoObFDSeqrWEMwrrBaqvkPyqsCqNP71ljqRthpLYTUaZyNi8ezQ2qENv+r16+ZQ+Dd+KdvuiO02pqyEQbBOBfgyX8m8rCNbqTgSr+jBvohoX910h0WC2mayzYsCVNPirAtpY1sDZSWZZ70YVbdipH9wLlzPt85QeYnz7FoOnVsjkZpEXid81SKlAPJbvZ3NCSMDe/dyCXWDmq/kUM1KrGWKvSnlULrJCa4E4OuuG1Qvlm1mI8GEdc9DjxLqb52Tn8d4c9lMBs+XwvYsapphKPOsTYb18gqrandzImdZYnyx+mjP6aQpNtHzNcmTDWgt22Bb0ZyNscqa8s4YjMHOW+JHc+y05Pj/TiVhN5Y0jeX39ndfZzWQ6q64OyaYVlhvvoeuEjucrUjPBMCiGi2V59lYvncWHUS5Yw+ceBRDm2roynY1lDgh7X+B12uGIcFNTnbiSyquNti1pjjv46xygssMb9nQxh7GdwgmBfNvJdJabyqCWUUTC2CliR2qoY8/K2Qr+emS+GXaOTYUxaHP+mFfgDuOoo5twuuSOrJQjaEcuwQ3pWgQP5vLLLM1NKOIfCyuhMXbLtWdPdrQws414XVF/CrfJbFEU01yKQds4wspq/c0Jb83wk0NdSzvd0qRpDSRaBxvfsMjnLW7A7I4CEiPfapEdQsqef/q/RH7P93izyuZ99aS/jL9Xg8ng3L41YW1/75IQb7Wy7RafJ92F2eU5ZjAQzm2zMJ8D+oac3kjcGSl0Ht9McHfOYLDMW3oStJuLj5QM1+KRCIIULPlF3BjpeBmjnO1xL6UiG371aTzoybYVwvcC+GlNomLcTui1nSLlVVEz2RzWdwZUp90SQtaSyU46gvfoKjkho881HyFldeU+2H3SlzLYdNonNmW8KNLGch3M7vopcQ7YSmKWwOKk0TaaZAtpe+h751iv7yh9cVDaKUFxlZEf/gYHXUi5SQUUXJe0fYCiofH8rWuC7TvikXorUPRjI1jjOcw/yAifCkDd3fbMvzpFGcpIubs2CU/8HBSOSxWbyeyvQwsirt7aN9i+C+egoLVg0gSg7tAx+ByKxHbWUUwKUguSpJLYW6GH10S3pS0oSNyhsjD3pS7ZI/oUl4gnLwVuYuryG8PKE4j3HWJvSmwFls2d8QcL4scjbMqiV5uQQkPVCDOMaN/9ZriJNlJKLxFibduJIm45wsLYlKhWhngLzt3gvEs7NJ0KcuK9LjD800b6p5LcqlpQnEwGEexfCA/s+TjmfzaadHELR54Us3ZCN7QgvCmZHtiE1/XlH3F6oHCqmH5doy3MjQdGSuYis2qCRT9ZxXJ51vQYlXrfbYhOw1xrlc74PPsuwNaT+Glmv6Tr06c5z+0pb/8pZSinS0wviPG+cCXm7OusW4WqPmK5u4RSinZ8NWCyTO9GGtToFZb3MuFIADzWg6kKBTbS1dxsVjjPZ/JnK4UKYUe9ySeO4kkQUMpqSCTEH33GGdbQyuRNcZ32LwzlIVHd7nTDLXa0o56NMNQ3A0gkUlpTnpLKkWQfDIrq2SQ/h+fkd8e7DR6YnyXxzWOhfdsQt1zCZ/M8Kc59mIjN35f0Hvascg/OMdbltjzlOztMc7FnOxvPcBOK5zJGnUxQZVChFKtloFyo3fx5eGn19SJg3eTUhz6wkBNhULmLHKiZyvKswHKGKFOzVvilyI6Npb4SY3z/7L3JjGWZXma1++cO9/7ZrNno5sPER4eHhEZmVmZWVlVUgHq6gXdErDuHRILNixYohbrXrFDCLEBsUFCSAiJDdAl0U03qioyKyszMmP0iPDJ3GazN9/5nnNZ/K9blKCbzOiMakWhvJIpPMzNzZ6ZvXvef/i+76epE0VwskSXlnYyxFvJBjK9I/qsahRQ7STUQ6mETeiyeCOUFyEL+F5nEapujeHrt0e3gQDlxGP+/Yno2voCSGk1+LOKxeMeq8cjgcRc1XipUNax9pZRUeyExJeVSG9SQ/5oh3zqsTkKyPciAeg4UmlUo0CA0/MCZ1Xg5Aa3kJSUzWFAeJ5SjTyKLY/BM5Gu6NLeskKLiUNwXZLuekQzg4lcqkPJxqsjzcXvR2jTsr4nM7X54xATatxFTu9cQih7Z4bwGrI9hZdbwnlL71WBP6tY3wuJLgqClWVz6LN61KeY+mJ3czWtVmzem+KtG1Z3Q+LrBjeX5JDZO799WCXwN8lQ+Mavb8XhBuAc7kmcUFlJ2OPNChVFctAlkbR7w4HwTRGIcxsHskxoGmlpkwi9yuWQiSPa5Zq2aWiHfQG3ADQN3NkTboLvYqOvLCoqK2jjkKYvWVuvAyiTZ8JLSJ6JhMQ9X+BfSTS5nfTFqH61FrSfqwk/v8De22XwZ8+xSShAZ6XkAFylDJ8WBNc5rSeErTaQOHPri9fVjntEX1zThr5UGI0heHYt2rS0xDub498UsmkLPZKPLmijgORnL9k86GNH3c8o8HCW0h678xxdNWT3BqBlzuetROfX+2JJcL4hnBkJpdyRSs7JG65+NMRdV8RfiiWt2I9xSkMTai5+HKFriVTKpx5mEEqrWdZE5wXeTYa3qQUd2FVu+a7P+NMME8hTr94f4c9FnNskrhxCGzno1w/7JM9Wok/7bog/K0SZ7yiavhy4waKh2R0KMd6C8TTNMGL9aER6lGB8jbupyXbcjnBlcMsWp2pJd4U2X41c8qksDMqdhHockt8V4EydCBRZGaR1vSrwNpIFZwJHUlPShnDe0Dsu5XEtjDzG2JGopllFNVSYAOJLi5uDvxKJhlNYNg+HhFevGRgy7wxmLfNHDnWsKCcyEjCeEtKaL+1rOVKyTBjIz60Y61uDfLD6KvstOS3F3vVbXrItdX6jt193/UvShv4zpdSnXaLQ/6SUGv21v/uHXdrQZ0qpf/s3ebzfjsPN0bSbFPPylYh0jZV0XUfTpjn4ngRKBp78fxjAdCJbxkEPu9N5F31P2oYooJ0vJZ+tFNeDqhvsqAdxRDOMqKeJtKOmFV/pJhU49GqDu8xx1qVQybUo4U3kUk0jkVwkkSDYBqGIh0/m1Puix3sd663XBXZnTLEfoxupmlpXZl4mEBaCcz6XmCcjn9N9ckJ9Z4vioI8d97BJgHd8jZ30aX1P3h/72FFPuAXzr0j3KEX2/btE54UckHd2qMYBix/tsfjOmOzegGYQEr1aCwAF8GYZqhSwy2sCO4rbg1e1LV7WyibTddDGUvcko98tLN6mZfLBnHLiMvpoQasU6Z4jcUYfPqXcEc3d4EtptdM3hri5ZXNX6PBOadCVJKG8FiS/Rt75V7l87MMhXmoYfyF6Ll0LArCJNMGsJHw+J98J8DaW6FVKcJ2zuROQvJKUXm/dCBy7ls9dDTwZyt/U9M4kjjy6qEhOCvyLDem+TzWQiCk3Nwxe1Lfbyv7TjUTea8S6ljd4Wcvyfoi7rpm/LYDo4LokvKrQpcX0Q1Z3Q3TdMv7cUPU01UB0bm7RsnhTFhSvfaCvWQcmUPSOW7Z+tUbXLbN3E3onFZvHE/yNYfBkJVas07VQ70vD+LNckofThiYUdkbdc1jdD2nCbwLK/I2KeP9b/t9pQ38KfKdt2+8CT4B/CKCUehf4B8B73b/5L5VSv/YE/XYcbo2RKu39t7HXN3CwIzyBy2va/S3ZIvqezOSmY6lykhCzJ4ea3hTy94B3sZIh/LAvvtStsTgTqppyJ4ZMWisna2iNxTm7ps1yOQiXAmZuffEzoqEeh/jHc8k4mxVyUM6WBK8WOLO0o045+E+v4Mlz8bZ2s0NlWjYHIkNxrhY4qwpVGpzaCvgm8Gh7sWxKbxYwHeO9uiF6OiM7iOT9TYMqG+r9QZdwIfYnXEfa+MZS748pD4e4eYM7S7FbA5zrJf5VTnKcEyxl+eAuc8qdRJCEQDOKZEPsOrekdV1akd7MZcY4+niFNlYWO8Dg0wU33+nhrQ3Tn605+7cmuHkHxK4N058u0Y0l/ZN3RKhsWkziUU48ovOc8CInOS/pP1lQ91yqoU9+IPlyqmlBiZXIWabo0pK8TLGuIrgpOyaFjy4bnLLFBg7VocQDFWOH9EGP8z8eEV/UpHdikUyMXJppH+uBlwqsxc0loil+viJY1LjLXBJy35+Q7QkC0JsXWEcxf+SzeMPDzRvWb/QotwOCWYlJhKgWzGvcoqX1xerk5A35fkg9cHFq2bB6uWX0ecX60CE9UHgbmcG5uWX/ny8ohx2m0LZYB6oh9M4sXm4pdiOc0jD5OMXp5Cy6bmmGAWVfs3hvxGZfnmPVSPL26qFPsDSc//GE0U9OiW4avqkx2DfVlv6L0obatv3Hbdu+Xuv+BWLfBEkb+u/bti3btn2GmAR+/Ou+xrficGvbFuoaZ5mifB8urkX+cf8OeraWuZnSgvIDmns76LQQunw3U6unCdVuDzNJOieDlVTcsgJjqI+2iZ50FlhHSdXUNJj97dsEEbZG2LEsFXCUSBtOlgJb7q7ynUPafiI3TBKKXq7TcqmDXXmcxsgMrzGMviwl5mg6oppG4tc8WUAHgm6mA5rpgPbevsQgbQ+pDofEJ10CcBhg+yHFRLR13sUS59WVJBdrLbILrfBWQhdvJgk2dDG7I3Qlw3+nNITP592hrcnuD6GxOGsJNKyOxui8xr3ZSDSO1rIx7pYw7lygO9lugI1F+V6NXObv9HGLFm8jz8fsMBZPcG06CI3Gxh6bw4AmFOO+STyqgSeBBhtZsHjrhnrgUvcdvE0jPIjHU5zSkh4JtAYgP0w60bHTgYldmsihGrr0XxY4hSW6snjrznTvKeKzkmrk4VSQb7n4XbtmPEX6hljUioO+5KYB+3+WoZsWXTW3AQSvcYnBoiG4FguVMl2a8VjmfViIPnwldq0djfE1dc/Fupr1ocPsccD6DUt40zL60uCtDemuCLHjixovlTSRYGmYflDjbQz+omHxhmyU64EvnFVfoWvL5jBg/CQnuqqJbix14kILXiYYyOV9l92frll/b0/iyr+BFKJ/zdvS/wD4X7o//+0lzivXldnYfCkVWFXD+RWcXYlGLRREngpDiaBWqkPn+eR3h6zf38FZScSOMi12e0jx1i5Mx7Jt3dmi6XuYcQfq/ewFdkukIM75jdi0Xp3LwfbqirYo0HktKSBxgGpa9NWCpu/j/+KZxGe/joPeFf+lXSzF4D8d00wHnaFdRLjlTox+dUmrFc1AZCp4rgh381pSSl6IrUpnYlJHKcw4xo56tK6m9+WS6MmltNxbI6murpe4y1xAOErhLsQk757McK5X0LaELxfy+TyXVimST6+ITlNWj/qsHo9w0wYnF/P9+Z/skN5NsEmIf7GReZ+Vqiw/GsgN2F3+omHwsqDqK1Z3w1voMY7IOnTZiN7Otgw/T3ELSzUJcZcl/qqWSrSyYq0adWi6taGJXHF/dFvZ5Djl6vsJzqogPM1oIqFV6cKQ/PKU8Ezyzoptn2BW4m+MQJSP06+SN+oW48PgWUZ0vJKW76QifrFCVbajebkk5yXlRNr8Yr+Hlxp6J0ZiwWvRjVVjn7rnye91O6JKtMg/igZztIPxYfS0vq0mF49i9v/ZkuHzmt5Ljb9u8VYN1dCldyougtfPJXdds7rrUo4cTKhlA/20xjqafNtFl5boqsbd1AyfbGgiBxtIfLsJtfy7QKNKQ3JpqfvCZlUGopvf3qEAXytmfPt1pFn39h/+pl9DKfWfAg3w371+17/gw37tEPFbgalpmwYVhmJyDwMY9GXjmRWoTQFFKeGTSYx3sRSpyNYIjs+INlJVtacXcHSAzips7BN+fiEtXeBDWUlL2baY/W1xFOQVqtIyJ0tLVBLLwZZE2NE2y7d6DD/fYDwZdHtRiP+LZ0LCchROWqPXGc7VQqhcj+/TOppyr48/yztKl9DCTc+nfnxHkin2QnQ9EAJ9bbq2s8K8eShff2uEDVyJzykrzPZAqEsdNtD6Ljb2UCbAuV5TbyWgkQDFZYbtB5g7W5K5X3Rav8AlPUroPVtLsu/ZNcFeQnS8kvCBtqWaRAyOG+pENm9kFt3IzMi9WBLfrJn9wR5u5lKOha+wuhuSnFuGn6ypx6Fk+g/ElaCQYAKnC+BMnkl0j0mEKh+eZTK4n3rEl5VsYOeStOKkpVSmFtKjhJ2/XFMc9EXy8Nmc/O5Q8Ht6SjX0COdGhLBxTHwhB5Ck62rqJBQ5xKYVZsQkoBg5qIEIffufLeg/NaR3E0B0dtmOy+hTkZG4a83VDxO2P8jRjSWYlczeTZh8XOPmDcmZ5OFt7sWCAxxp4ktkyxwpxk8K0gc9kpcpwZ7L5lBTxz7RzOCUhnzqE11VNLEEdQ5eNmwOXfy1JX62JLs/5Oa9gP6JIZ96NJFCGZ/Rk0x8syupeq2r8NeiqaumEZsDh8hT9F7m3WP57VNB2lbR/Ob97XXbtj/6ul9DKfXvA/8O8Hc7Oyf8bSbOK9elLatbEAvWyuZyuRLd0NYItkaY6ehWj/ZakqHKGi5v0JMxKisksuiVJHHU93cx02FHWOpAzK9/Xp0VSdVGbiTHkUw3QC9Shl+IE0LX8iQ0kx6qlwghPvLQeYcRdGXjqZ+d4i5ygnPx+GEtzmwjTMsOCefkhv7/+VSy3C5mEoW+zrpt8Ip2ayQG8qs15eFQHrtStJ4j80JHKFCtq6hGYldyigZ3LoPkNvRwzxe4q0Jo8HkNdYOTVvQ/uqaaRGze7GGOdghuClrPkdj0vCL85ITgpmTwZIWJXeFTpKIjK+9OyN/YIr4Q03rvqSwl4quGYGlYPeqja0kEcb44ofWlXTZJQLGX0Doa0w8JXi3QWY2bG4oD2bqG8wb/Qn431VaIe7Oh3EmYvdcHDZt9B70uCC4lQaV1NdGzOYNPFtR9D11ZNvuCtOs/zwlezvDnFXq+YfJpQbC0rO+J6yS4KXEKS7C2TD6QAEjrux1MWRJ/dWUJlpZ8P6aYhiwexSTnhtX9UKhqo4Dhs5LW0eRTCatMd71b8fPu/7UWOnzs0DtpyHYD+p8tSI8S/E3Lzs8Lxk9ywssSd1NjfCjHHuXQYXXPJ911mXycs3jDJXswxF9K20kL2a4QvYbPC0zkUg4d3HXJ7LGH8cU25mY1rVb0Tg2DJ2vqoU92IKGc38T1N9mWKqX+HvCfAP9e27Z/XZj3PwP/QCkVKKUeIBiDn/y6z/etONzapoHpGBX4mOsZ7XIt+WaTkWS4lZWAXaoGM+5LRbdcy4xsa0Dz3gPsUtow/9klbS3x2q2vyfciiU6qRc2u8gpcR3LZOn2T6qK8W8+Rtnixkht7Jq2Zd5WK0j4KUMbgffClOCgAO4hvjf7ALTJPbbJbJoFztewic2qy378vm0FHwippxONqRz0oK9mOJqFoxz57Ib7RtCQ439CMYzYP+lQDMbhXOwkmdDGJsETRWg7ffkBx2Bed192RbD4bQ3Aum7fWUbK9VYp6f0z6SJKKTeTKwYy02zb2QUsab5PInMtZl2ClgnHKr5Tz8s233Pz9R4Ip7Atj1Zpjy1EAACAASURBVE0b8l1xGSx+T9il7qYmuCkFcegpuYlPhFVQHQ4lMGAmLer+P71m/e4WzTgiPZLt6/wH29QTERwDBGs5mOqhj9nuo2tD+s6UYuJTDjXJaUvdUaGaROQV9VbM5KfXtIFD25GnwuuK+aOAq++74prwFIOXJbpu8VPL/LsjyqEsPqyvqSONU1ncsqUJJN69GgfSMLVw/b5H1VNc/PGE1pHUlCaWF/ByO8D6Dl4mNPlyoG7lIuXEp3VFy5fvBpK4Ulm2PiwJZk2Xaye2tWYY0D+2EnNet2zuxrhpI6zTu4nQ7GP1zTAU+OYOt39J2tB/AfSBP1VK/UIp9V/J06r9CPgfgI+B/xX4j9q2/bUg1m9FW6och/b4DDUcoHsJKgww0xH6+SkqDCRwcmfrK9qVMbecUlU1uHkFdw8gzYX4DpCX6NIQXFvU0T5tVeM9PYcoJL+3TfhiQf5gTHCdizau6So4pWAyop4meCe1RJgbg70zpdkdCOj4zSNpTWfpV6StwMOZr2G5xtmfkn/njoQcZgXlg22Bm7xc4ua+DNonfVRW0tzbEfBy5KFdjfUGtL5GGYN57wHuUuZpepVhOrhzdJ6jypr8qE9wU1KNAtHFxQH47m2MknO9wmeAM9vIIWy/Mq57RixVbtoQnWUyTzxdURwNJVE3F6bD5o0+/Y9u0N0N3YwiGaY7GhM4VD3N8NM1ZiBoxcHz4itHRXf4OYXFBi6jX82odntSbQce5VaIv6jZ3Alp396ijjXRVX2LEXTmGcW9EdFlyfpeiG6g3Osz/tkV8x9NiQKNNq1sTjvVv+o2yv6iph64uDk4lUOwaNC1xV80+AtHFglHwh+t+w6uJ1Dlug97f14KxT01+JcpreqxPvLpnQmGr0lcmlgTrIwEgl7XpAcy+HfThnzbpQkdnBJ0DclFI3q73OLkBiet8HwJrkyOM8qtkOSyeyEsLcbX9I8t+X5I8jKlmoRYT+FtaspJwPphHzeX2KbwssY6gk9sIocqUSRWfle6bklebMSO53wzwtq/YeL8f/3/8fH/CPhHX+drfCsqN6wVZ4IxtGUpzoQvj2FrRFvXsnl8dc78+xPZhDpf+UfV+q9Vr40hezjuqqFaWiRXC0OgqG7dAsG56N7ij85uNVyt6wi9vh/IQP3LS6mE9sYU7xxS7ITo2lCNAnRWStClJ+1s9mCIc7WQVnk6oTjoEz6XLbcdxPi/eEb85Ir2+Ax3XYnXFSjvToRiFXq4yxz95Qnu1Qona2TWdbWiGcesH41offGO9p8s5LFsCpJfnlH3PJpYS46dacHIps/JDdW9LUnM2OqjL2bkR0KoDy42QtlKxVtZTSS/zsbBbdacd5OKv/Wqwg4i3MzgX2xuKzVnXaBsy+ijBdndRGLBG4kiqrZCqSyHHpc/iESHlcr21N3U5Hf6VOMAXVmy/YBgKa4D1YKJNIt3BjSxR3FvhPUkyYMWei8zgpcz6v0ByojtSFdWggmWAlaZP+5x8ePk1kgf/eVTvNQIG9TTOOuSxVsh+U6ADTTByxnBrKbuu4TXNZNPZYQQrMztYa5ry9bP5/JzSRu8tVjHwusKfyGIyNFnqaQFL3J6xyKaDeYt4UISUsJZ1cFlNCd/MhIa16FLvhdR9+Q2bLUkkQSLmt7LDDcTR0k1cMi2Xeqex9X3PIJZQ3S8Jt/SrN/oyba2sfjzitHT4hYDaEJNeq9HMQ3J9r+Bmdv/38Iq/7VcnZSirWtUkoDSNO89kBncZIS9mcHeVG6CorjdqJqtPm0USCXXGDCG+PMZ+XfuSMyRsXifvpIwwwc7qLykdWUWRCWiUP+6Q/zFYvlyX93cEq1QIhnRxhKeCvzFW9fkD8aoohbJdtsSXuTY6xsR24YewXUuPIbQo9zrCa1+EKOnW5jIo+l5qEz8k+n9nuj0LkXfR+Df4uzW392hiRz8ZdPpuWpW74xIPjhl9od7ZO/t421qoouSYr9HvR1jY090gJ5wCMLPL2SGFoWEF7kc9pFEXTeJK4dU08pjdhTVJMJJK6GGVc2t4yB4MWP+/QnuMhfi1DDCXdciYl416KwU4HRp8ZcV3smMuuew9VEpG7y8Ir/Tx7qa8DIXp0BW03uRiXThgYvxQZeW0ScrdG3RtcXJLVXPwalbsoOIzXtTwQRWQr1qIkeqmnXF+LMcP7VsfVIRnG+kmjuYCqt15LC665HdH7D1yzVNpAgvC2w/RnfSFSdvCDtgS50Iy/U1hjC7N0AZkVykh7I8yXcD1vdi2sAh34soDvpsHg5Z3wtIdzS9M6Fj1X0X42mJNdrxmHxWM3vs0Ttt0HXL6q6Y5q2jcEoJw2wdLTi/xz3c3GI9uPj9gMlnkjmXH/UZf1oQXtf4NwVm4LN4FHfaQVdkNDua5MUGf14RdLzY3/b6nf3q614KEeuOBoL5SyLxRy7XqLwUfunZJfHnMxgNaFciQnWOL1F5KblrWYG5nmGTkOjpDeVbu7CzRbu/hX88l6F+26KqGrSivjdl/YMDMbd3lVSrFOn3DrCDCLM/oY18aY9LI5Hl8yX5TiCC0be35IBUSoSqv/e2iHIdR2KPDqedDk3J91EbbC+8jdMu705oYt0dXGMJjnQU1U6CDVyyPY/+p3PKiZCrdGVxFzn9J0sJD4DO06jQlSF8ucA7W+G9vMaOe2KH6vnCV12W1Psj0rsJJglo+r64FT49lw1mpNF5TT0ICF7OpIKdjqgnMcmXC5pxRHU4ZvThgjbwWL6V4D+/AqAaSgx2vdfH+g7+8Q00lsWPDxh+NKfuS7YajkCXnVSM+KqyOKuCpudhPYfhs0aSLgIxzHuXa3Rl5fvwJTZI0H2dB9cRx0G+I2Dmckuqz97TtbAcyoZgUVNvxUTnOf0XBcFK0jeK3Yj+i4Jq6FN0eWrW06wfRFz9MOHiD4foWrL7WlehczkYrOfgrRvii1KM7FcV/RcZNnA6cbAhmNUoC70zQ7bjUk5coldrmSeOAnonJVXPoRq1lEOHq+97uJlELXmZzO+sJ4dDMKsJVgYnt4QLS3wusz3ripPBBJJpVxzEtFox+WhN1XOILkuKbZ/RFxXZUQcLj76BVJAWGqt/o7dvw/XteBS2FUZB+dWrSxsLWandpGJR2t+R6ur0AuV5cLPApplEgo9jie/ZngilyRMGwOsEXjPpYX2ncx94MvN4ek7vi2XHZ0glJnzg488q9PMz9BevOr1WjXu5YvPeFDUe4lRW4MjnOcq2qKzAWaa4n7/COZvhnF3jvriULLNNTnBTYnfGVJ1fE2D2jqDdorNCNlzLnGrooTcFwYsZyljGP7nADEJ6L7PbAbbKO4lE2zL6eEX8k6e4q4JqHIgeLy9p+zHW1UJ5uknlQM+EGNX/6AYnLdGFpFysfnznVvDaDEK8VUl5d0IbB+IhLRoW70+oBh7OpqLsFhjRdSOJx0UndO1YnlixkVVbMnNrHUV8luNmNcWdgdiRkoCyy6F7LRt5HSm09UlBcFNy/f0+th/izjPCmxrriTG9dyItYOvA4OO5tIipxSktxUTEvMVeQv/pRjbLjTgNmp7H+p6kezilJTqWF8dy4skLq4ZsV1rf7Q9yBi8bSQLp5CnrRyOqniRz6FrIV+FFTnoQYD2HzUFAMKtvqe/jD+YS7120pDsOq8cjvKsUN28wHQxm+gsrg/4UkkvJl3Nyg5eKeLdJXG6+E+CtzS2PtBoqopumS+XVnQNC+BCvEYWtloWEU9nb/DdvI0Cab+ZW/dvTln4rFgoodSvRaAc9maWVjczb9qe0VY3KS8wkwQkC2sbAwY78m7MrdNB9G65LcL4GR9P0fbxK9GH6+RmO64qZfp3SDvcwd6bo+QY7HaHKBpUV+F9e0sahUOm1zGdUUWF7IcmzlZDua5kfqU2OGSbospsJjgayzFiltHGIjQNMTwIaW6UoRx7W00RPVow/K7CelmUBYrMKfZfqaIz38Suc0Gf9/g7+skG1LdmOT3IuFrLX+fx6kdLe2aXpBzi5ITvqwVGP5KlsZtvAA23Qq1xmVJWVBcpNIV7X2hAim9wQSO/EDD64QDWW478/4fD/2JAdRAyerGkDh+IgJjzNsKGLP29kAdK1c+66RL04oz3apdjvEZ5tMNGQ1nFoYk+2tEUj4JoHEcPP09sXHtWKDcm7EFRiPQ7Z+fMZtC3rx2MhS11bsXhphTKG6CTFJiKuBgSMfOiy9/GC1aMB/kLmrDJ7cvAvU3RhsKFDPvWZf3fE4MscLzVUPYfeK4mMUlagx7ppCU/WBI5k6fW+tOR3+tR9r/NySopKeFMzfxwy+Vja18sfROz8VU61k6Ari2dhvBCOQ/rmCGVa0l2XYG1Z33GoexBftDShwngSf2RdxeSDOc0wwgTy8/E3coDHF3JojJ4WIpHSCjerKbdCyqHD4GV9SyBrtSI+ydCrnOX3p4Je/C2v1zO3vy3Xt6NyU6DPbwTWcnYpFKzABSX5Xq8rumIakv/BQ5TrCKB5laJ6iaT4vv5U3YLBP55/FR2+u0077NOGPs1DwdvRWLJH27SOgxnHmN0R9dE2diiQGTuIJM0D2cChNa3vEf3qFU0/oJkOBAForDgU+rG0yJ3zoB6HnXugxHt2TvIqo9UivXBetzmBB7oLkFzl4j3tJzTjmP4/fSKZZkoAv86qoj7aFiq951AdjQU9OPVxNlXXpiiKwz7ZkRCm1MkV5Z2RJIIUwjFoepJ2q9cFWGRW2cpAvrw3QS827P2kQDWW3ucLlDE412vi5yupYmepcFYbobU7uUCG7cM7oDXhy4W0vGcZzSjAW1dk94diyTpd038mUVDldoT1HLIdIWRVh2OUkSF+64g8JDnOmHyYEV5XlEOHdM8nuzdg/bCPiV0WD6OO32DonRnm3xkQX0gM1PKdPuXERWcVXM4knqnnkhznxOc16/sR5UBmedXQw1/VeJuGzaE8HtMPaB3xrq4ej2gdhbeumX1vTHQsWrbNoU9yLgGU63sB27+SCjnd97GBFmFx38Upuu1vYXELSftQBrY+MlR9BS0k5yXWVSQXNZs3h1LN3rQ0sSNMh4lD77SkHLmUI49y5JHt+OS7Iat7kshrXSW2rVmFmxrK7YiLv7NDtqNpkm+mjmlb9Ru9fRuub8fh1iLpHcs1eigBkCorJSLcc2T7CfR+dU70comdL/BmGe2wB54rg/yyoro/lbYsFiAtsyVm0oPTS1TdSPtZNMK+dIWqDqBKg35+hjtLJXk3l7mQLgTc/FrTVu8OWP3RPfyT+W0FZfshzbQvS4i6i15yhP7d+q54FB/sYWKX6HglEGml8K9TMdOnFSZyUY0RmUstLQkHOyjb4q1KmsQRqUV3eRcr/MsU7yYlvKqotkKCmaRX+HPRZdnYZ/1vvIGTN8y/OwJXgCoA9UAOb2+WQSMWoNdEqezxLiZwZIsMmES8p9QNm7c6N0jgojtMnc5rmkSkBvpmRXU4JN+XFwVdWdHozUqs76I3BdXYx19ICnGTuMSXFcv7Ad5MpC5u2lBvxcTPV1RDX1reyGHwNGX8yznepiGYNXjXGcOnBdXA4fIHMbppGX2W4qQ15Z0RXmqJz0paR1F87y7WkyCDl38vuUUoRjcN8WmOm8sB5awqii1hTKjGcv7HQxYPpeX0No1slD24/qEENrzWwGljMb5i+aaPCRwJKsjlINONiK43d2OZv13VjL6wt3g+N5PKrNUSYySCYJm7mVCRT1zyicPkJ1cs3ghlFGJFMqJNKwEGP1mR7wZUfQd/WdMk4tN104Zw3lInUhF+E9fvFgpf82pbiwp82l5MG3b0+V6EXSzxXt3Q1rXM1rYHUNWoKJID6PQSrBWw73SMf3yDmq/EjVDVMBmiVzn2/gH17hCaBv3qEu9SRMLe2QLn7FpkHFtj6p2+QJOvO8DyMqUNfIle8hzcZc7gz1/I59JQ7w5pXS1t6joVj6pS6LImfD7DJB4qlSrHOlpA0o1BzzfSNroO+vwGd1NjeyHNJMFsDwkuJcrInxWU25Fs7DKRbeh1cUty37w1wruQ5NzXSR+0rWx09yLi05x8L8SpEFHyRgC9/lVOMQ1ZvTOieFeCF2zooKwM6ptIo41l8f4EXQtfAc8lPsnkZ9QPsUkgs7uunSumIfXdbdx1hb9oWL7VkzmckUpTrzPMMCH+co6TN7i5wb8pKLY8+scVxX4Pd5HjXawInl1jfdn4OWsJjdTLjM3DIeXYEyjxoQQ1xmclbt5y865wPk3i0WoZxjeRvNB4m5rlGz4m1Ay/aFm84REsRR7SxB6ruwHhiwXlbszk05piGlLsRIw/r+kfN6we+CJ47juEczmY8i3N+k5AqyGf+sRXhui6+z20iKZuZfAX4q99nQLilJbkOGfwTEJF+ycyByxHHtaFfNodvBcyC/VyCcNcf2eb/nGFm0sgp25awTG2LfkdkTg5lVSh9aD7XQ1c3Nwy+tKQb/32lZswhP72zNy+FYebcj3s3paIctOcNs1kIN/vi56tl3QCXkHUqVC0W2ooRvjgl88F25fmtOMB5uUrqeQOBrShiGvdG4E6mzf35QZNPOrdIXZvCzMdoZZrvFmGc3INe1PKB9u0nisHznSInm/kpp6OcNISE0jembMqZGA/6EkLbEzXbmp0Ka4BVdZ464p6f0T5YFvcCc/PRZZyZ4qqDfkdUdY7y5RyJ6bpebfVU//JAhO7uPOM9budnGQQEr9MhXhfWeppQnySYT1HrFEvVmzuxrSOgFaoaqppRHoQiCrfUcQnBf512jFTLZsDCWVMnm+E7JRJ5I7qJC/SEmvceUa+F+Euc+qtWJgB5zk6q3FmG5Zv+rhFKwAX1xFYTuBLjFUc4M5STOBQ7sa4XYqFspDdH2CHsWTX7cfUfReVlWzuBNT7A+pEE12UjD+Yke56t4La4dOK/kupBN1liZs2bI4CSfoFbt5PcEpwClHyD44bTKg7c77D8GlBvdfHBAoTKFDgzysWDz0WDz3cvCU4X4tOzRcW6eTDjPiq4fp9j9U9h9WRSzirSB8Im9QpGvxZgXeTYiKH9aHD8p5sdhePxEVQ749wU3Mb9eRULcm5pU40dd+ld2pI97rsvVVzq91zM3F2tI6EeHqbhiZU1IlCNy1VotnclwSVdNehGGvSg2/iwFEYq3+jt2/D9S15FBp9MRMyVZqhhgNhKAQ+zJaC6JstRIgbeF3kUXlrN0J1N1HQMQvefhN7b1c8i1qCMPFc2l6EKjvm5arCu1jKRjQtIJQ47LYxYC3+z76QDWxaopcZapOhK0MzjIQI38F1beyjqppmuyfb2DgQnqjroLOK7NFUPqYWvZM3L2i2e5Ie3IvQWYVebIi/nINpsYNYtmbzguBkSXS8Qq1SnKyh3krof3SNeyXtrTKGarcnWWxXKcVOhHc2J/rohPxOn97LTEhNlzm2H1P3HMY/PRdnBeKFVI2IYFutmHycEr1c0nbOg2zbwc0kLtsGHvlBQnC+xgYe4VUhAOsuvFGnpbAcQp/RFyKV8NaS/Nu6Uvk2u0MhdkWSehtcZMQvVpjEo0nEVaBXOdnDCf6yJjzLwPdwS0EmhjPTSR/6jD/dEF0JUyDbE2+nalqBUrdtB4k2lLsxrYbeiVRCYj7XZFMtmX7dHdBqkZlYT2ZgTl4L1erjkujacPUHWwSLGi8TxsL6QYT1FL0Ty/avKpaPDcbTxKc52W7QpQX7ZA+GtBqSc8vuny9J932cuqUeyrzS+lo8tjcVTpeWO/w8Jd9yyaby4MKFbD7Dq0Kq6sKQ7kgldvBPZsLD6CvCueTVlSNFMBMNnbIw/LJi/OTXupV+o+t3M7eve1UVdncitKs4ksOoqkXPNh3jfyYBAG0UoMoa93yBGYRQSTJHu78llVsh8eIqzYWkVFRSTe1sCYehL1VLcJnKTRb6OHOBM7euREKDtMQEAWbyVe58O+jJ4P1kLgm4vibbj6gHAXYQ484zVJqjihrvbC6PPxBBrypNp/YvuP7BUBI/epKQoQq56crDIcV+3LU/LtlRDxsHQrMaJFhXoxpLcXdEsztk8cNdocZXVuQvrib5q5fkD6e0SYSXNpIe3NekdxMZ7m8M+RtbpG9vEV5127Pmq9Yy35XP46wK/FQM5sq24kwIROO1fnssYQCdx7QaudR9VxKCBxE28ORgnn0VGOBdrmmVwnt6LrKNvYTWVcKGiLzbCqPVivTRBH9eCUKvlO1w/8NrkdVcZAQvZrKxXGb4Fxt0aQkWhjpWVCOXdNel3ApQLazvhhQThyZSrO77tI7C35gOP6hI78SUAwcTOZQjedyDX15jAs3s/SHZnkc5kUMkuWxY3Q06OpZLEyjqWJNvid4suHEoJyLQjq4qAfF4YoFyU0PvZU65G5PviFi3mDjYbsufHoY4WdO1m5DvRfgbS7HVadpC2Yw+/3cTjK+oJj5e1hKeZuRHffIdD38tFLHNvsP2h4JMdPOG1oH0wCOcVb/1bfo7+tW/yqUUKq9oixLTJfGqshaMX1UL1s/YW5kFWmOiLkiwMeirBXYYowbiWGg3Ke48k5lYFEjlUJS3Q2XVWKIvrmRTeDMnezQFZAFAKdaq9R+/gSqlXWxDD+YrnPO5zATblnzqE84EH6een9L6Ls3eSHyVRYkd90SUOwkl+LJL2Rg8F45mczjBvd4IuNh1CF4Jk3T9Vl/sSrkIh03Px0YeurHypN5IztzowznVVoj34gpdGEwSYO5McXNDfTjCu85oYofo2tD/8Jrgi0sBE3eLkHISUPclpVY1FvdqTfJiIwDk+wJ6ccpWmAWuJjuIQEPvyyX1VEIGpJVu6X25lIBP04KjqMchTeKiV3lXNYYUBzFEId5NKi1Z4pK+uytBA03L8GmFd5NSDkXE22pFPU3Qm4LsrQnFfdEwpo+lEp7/cIpNAsKXC/x5xeSTlP6nc7b/aombCTzZqVui6y6WCJGMKAPF2MUphCYV3TS3LZ4yhuL+uDtMIJwbvI29FdXG1w0oMKEmXFoGT1MGLw1uajj8ZwXxhWTxWUcIXbq2t57QYifAzRt6r6zo1a4bVg/CLggTLv6gj7dpxFwfaVoHpr+QhZdbyvJh/ElLdCn+1uEnC0zPl2WclpbWzSxOCau7IjRXTYu3EfZCPvX/n3fd17/aW1POr337NlzfjsMNxH407OHcOZCIb6BtDHaUCEl+2L8dwr+ustokkgPKcQTTV9ViEN7dRq0z3FWBykuxSk0n+D99ggldqt0egCwB7u8Tnq5p4wDneoV98whVVISzCudqQfzT5/KxoZCqbBLQbPUIFrI9S75cYN69L+i+WYqNPczRjlRDRlBzJvEktmivL7Oekxn1oFtUBJ5UikjkT3RVcfFDkRLc/NFeJzRVmFgAJ7posLHIObxNTfadA9xZeruFzXcDrKOpt2MZbFeWZqvH6keH+CdLmli2pqYLOVTG4ry6ojocMntfIp+i05R64N5Wd+VOQnRR4j+9Ql8tcNKaehyKvKEUDVj2nQNs7OG8usLJG6Jnc+qdPstHEgAaP19RHY1J3xzhbCrCs4z4+RIbOBRTX/Rae33iy0b0gOc5TeRie50Jv7Y4uRwuqrGMf3aFdbUkIocONhD2bTWJpAq7XBPMGlZ3PW7e7+x9mu7QaqiGSnR6Zxn+omb4F69YPRYvq1O3AkgeOLdm/GLs4OSWYF7jLxrCm0o4qVHXFjctTiaLFP9Gtrg374WkOy6zdxOsp5i/FaJNS+/UUPccvFQM/8qCt265/L4sj+KzUpKC91x6p1Za3cMQZcBfViweupQ7CcXUp+7JHE5ZKIcOw+cl8VVzG8Hkli3hUra538T1u23p17za1tIe7cp8LA7RaUF1fyqH3fkclGjM8D3aZ8dwNRN/6Gwp8eDGyN+VFer4QqQbTrecWKeoqkZlBXo0xF2XBJ9f3JLr9SqXmd9f08o1OwOwYPbGNI8O0VcL2n6MOrnC+g66kISJ8Plc5m+vbgiPl+C5uBdLrO9Q9zysL6+edeJiQpfgLz8nfrGSuVppMAPJCFN5RXF/zPkfBty8F9I/FmlAclZJqoOjcJclwXUpHs3dgHInESKYbcEYVGNwzmYE81qEzBYhqL+csX4Q0f9sTht6RBcl0UcnIpxdVdQDXwTNhemIUKLRazVyYNgWb1PjXm8oH+4AYAMhYwHUiUM5dPAXsmTBFQBycW8EGsKZobm/y/y7Y5xUvJavZS2bt0S532owkeD9rKtYH/kinXk6Y/V4hJNbvCvJp9N1i6oN1eFQggUih+CLS6wjJndvVdL/bM7m8YTr9wPqROFtpDIrtoRUhW3Z/qBkczemHguxq3qwQ3RVSVgnsoSJbhrWd+SQD2cys/KP52wOfayjCReGJlBkO5psP6Aa+sQXNad/Z0iVKNysJblocKqWYqzZ/kDmhE5hRZx8XhC/WImrYKyk1byuWN0PqQaK+Eq+ZrYfEcxkaXD6b/ZxcvleAPyVwUtb8onuiFge5cih9zIn3fVoAoW3ahh+8tXz+1/5Pv3dQuHrX0prcQsMY9RsiWqMaLC0lpa1nwjkOPDQgz7sTyW4cH+L+nACgS9hkmGASmLyt3dllhT4Am1uTOcVDeRweHdfkn8HPbEtvbqQijCJ0K8uhQQ/8iQR90L4qGq2RPVlVsSHn+NfyuHozDa0wx5t4MoQeTrAWXfovi6JopjIDVN/701aR4kFaeRRTgI2bw6pd/qEJ2u2PjLs/+MLbBfZ7eZG5nKNtFU2dLCDiGBeo017K242233MuE/1YEfSIAYhaAEOF/cnDJ9sKPf6MtzXitUf3qPVyAHsiXeydTVNKFVEqxTJqxzvbEWxE1BuBVQHA4kevzPFXeSSjdbz6H98IwxTR+OtK1Y/voNq5OAstnyaSLN8GItC3rSYSOOdLHDma5JnK6nWTmQ+RWPx0ob+cYWTSf5b//M1rYbldya0SrHZlyq42PLYvDfFX4q+0Z/lVCOPzf2E/O6QE5mccQAAIABJREFU+DRn65OKnV/kHPzzjGDZok0LFqqRS7HlkRznNIkjFPmNtJNVIjMx6wnMWVlxb5QjB28lP8/oRras4XUlLeO1RTct/lLGFDs/LwjW8jtLdyVIs9UiQm+1ws0Nk49z6qHP8r0xbtkSXwpNLN/1aTVCoY+/uj2bxEE3EF63TH+eUvUlSmp1z6WJFMmFwXhy0EbXDcVOwPCLjN6p6CSLg/gbuVd/15Z+7UtJRNHNWtI88kI0YXlJfWdLHAvzJTgKuzNGrTOqUYAqG7yTGdXRFs75/FZn5i9K7PaQZruHfn4GxuC8uhJ2gTEEl5lsY1cb9CqT5AjXwfQDmAxRVUPydImupOWt9wfUD/ZIH0/FG7g1pjjsyyIi9EXLNlujMhG2vsbteVcpwcVGICqfvsK7SSkO+qAVvS+WmFATnwn3wEYe/rJh/qMpWz8XEE6+E0hyx/mccjvCXZTUfR9dyDY1f3tXTOOTgHJX0i2s/5q6FaAzieR5TVePzjI2RwHBor4FIAPMvzeWKmth6L8q8ValIArjgPC6wts0WEfJsuHVFdRNJyZt2TyeiKYsETdA/9M5/rKimIb4C5lnxZeNBA4cxPiLmvV3d+SFZL5B15ZiJ5CAgbZFVZblGz6be7EwQ8eheChr0XNNPlqzeaPP4JfX6Fr0dWhu53TJK/H86vkG1bRc/Cgi3wk6X6jMW+OzkuS0ZH1fEmqbaZ9qGrE+8kkuG8Z/9gpvbShHiujaSiBl0WIDtxvUG3Tdsr4XUieK5Zsab2NYPkxId8VJUSUaL23FAdETDWF4mQOSvFtsy3MkviiFTFaIed7NLMOnhXAPrmqaoIuYKuUANSFUY5/eWUPVd+idGnQD6a68gE4+Lpg/kuXJ6s0I42myHec3IA78ZtfvtqVf92pb7Ery/QHsJhUmgqNl8+i6mLeP5JW/L6zQ8OUCtVxjpkPB+RmDvpzTHE5QjUVfzPBOZtijPWhbqkf7kEnIo9rIDUAUij/0aiHJIkZcDXojszq9zLD9EO98jXc2J/5ihr+saId9gnMRCqvZEjuIqe9Nb2lR5SSg3IklqaQfEMwaGPagqol+9hyA/EicGK/xgM75nGrodumqESZQwiAtDZvfOyS4TLGhS/ByhpPXqEz0XLL6dwhP19Q9TwbavkPvVUk9idGLVGxgmcgsesfSPr5O3wgvcnonJViIT3PSPV9adYQ2Zf1Orwc044j6/u4tNCef+uRbDv7zK4LLjHJXWKsmdImPN5hQk5wUuGnD4IMLiVzSYhGqdhJWv38ournOpF6PQ1pfs/PnM8Kbmu2/WmJ9CcV0StHSpUeJSFfiQISs64bFGyHldoQyLasHoiFr4wDra7Y/KFk+cPBXBje35Hsh63sh2X5AODes7wgjw00b4msxmF/9yRGm44c6pUR8Jy9TdFazOXBvCfWjj1foCoIZYOUg89ctdU8RrC2rBxqngs0djeqAdU0kScDWU+TbjkhcLnK8jbgaNocybza+opyI37TqaeYPfaKrGi/tPLkGwpsaZUQc3H/V4G8M6UHA7l+s8DaGYGnxNiJE9taviXm/1W36u8Pta1+ei3JFb9aWFepgF3X/DhTlrUPAvVyBq4Xs7nsi0/BkgN3GAUQhdmeMezITWPNYzO/KGOzOGP/FjWD8HA2LlUR7n56Dq2nHA9Rqg3M2w7y5T+u5ne1qgzPb0EwSqntbFHdHWF9mfKqosZM+zf1uVugqme21LfGLFeGrlQh2kcw4ZVvsKCH/4X3mjyJ0JUzOZqtHcdCnubNF79la9FlFg79qZDt6leIvapqxLB3suEc9DrGDiPnjmOSkEFbllmSp6XVBEzl4Fys59Dueq2osxf0x1UjCLeNnSzHRZxXzRyF130UvM8Y/vcAOY4q9RLZ3eYMqDf6ywlmJqr7cicl2hZGZnDfkb+9S7CWCx+ta+sW7QrdqteLq92LSd6aC9Rt5ghnsMvyKbY/NoS85cKcrvKtU3BnHc1pPZnnWVQJXTkvqRBG/lORiJzfSfqctwU1BuucS3TQS0+04uLmgA7d/KZ/DyQ3xWY7xFP2nG4KbgvjKEr4S+5KbmtvgzPA0Y/qzNemuiwkliGH9lqAMrS+jhtn7Q7RpaRKYvROwPnTIp5rNEWRTjbeCqqc4+N+XRDPxerq5IZzLNnfy8zmrRwPqQcD6jof1Nb1Tsd9NfrnC+Irh0wITwuC4IZ969F+UNLHGW9dc/V5AOZS4pfWRy+IN+V1f/bCPalrSPYdsP8LNf/uD7fX1OynI173qBvPufVAKO5/LosBYzP425eEQGiOyjtdRyUqSNmgacF30xUzaw45z0EYBap3R7AwEFjzfQGNwrpcSnzToC9DZ83COL8EIdMbsT0Tgagxm3BezffSVoj482+B9eSbWsGEs2fdbAWoj8ykzHeKsCor9HtVuD+8mw5ln6NlalhRAdLxi++dL3KyLd+pmMACt5wgYOauYvR1gfM3q3THOpuNwhsJdCD49BdOy9eEGd5Gz/ZczEc3OMppJQj71JLbo7kiEtr7L1Q/7UuUNhZj0OpCgniZMPhbJhpkksFhRjQPC81Ry7IqGZiR5/8oYsre30bUlOa+IL2qRRkRSOTqp+Fyjs4yq33ktI4eD//Ep4WWBd50J9f1wSN13cArL8KM5vbMa/yoXicwwwsQum/em5HuRaO+cLtp7HDP6aE21FVJNfIkFT9wuSddn+KxkdVeI8jaWVJAm9nBqMderxlJOApKLBus51H2fYF6LHrJuqfsOdSK6uPR+j6bvEy4s0Zmk287f1iSntcR7z4xIdioI5i1u3uKvWtb3WqyH2LbesiTnzS39yymNVG6JQ5O4ZPcHRFeVhHJWolPTteS8XfyRbK7Tg4Do2lL1ZSa6eBhSjDTFts+d/21GNZB7QleCMEz3NLrutG1zSVPxThbfoHH+m5m5KaX+G6XUpVLqw7/2volS6k+VUp93/x1371dKqf9cKfWFUuqXSqkf/CaP9dcebkqpI6XUP1FKfaKU+kgp9R9/0w+ktRbns2NU3eDcOUAl0W2yhq4t+eM93KuVWIu2egL07drVdpBgu82nWokTgfkKPBdnVYhtansobaPnimYuL9DLDN2T6k8eREuxE4rToahwlil2IB7W+Q+28VYVnF7SDvuovKIa+nIYrRqa3eH/zd6bvVq2rmlev+8b/RhzzG71EbGi37Hb0+U52ZiZpVUkBVogeiOooIUU1IUFongj/gV6o5dCeWMJUligoIIgWJRUmllZ52Tu0+w+Ina0K1Y/+zn6Mb7Pi3fG2ocirbNPnqh0C2fAJFYzY62x1prjG+/3vs/ze2j2+mSHMWqV409K3HmFiX2KOyOhAG9oHu1QclfrYbBJxxLDehvLdNV7ekqXBvhrS+cres9ziRDMGtHpNS12PMBsnt8OI/Jbffwvz8lv9XGXJdGkZX03xV/UmNClTX3Gn5foxjL+4QXllidUEK0lt3PoCTYdsNd28KclxbXN9s/VuKsaXXdU+z3BHjlyc1FW5BLJwyldGgqQ09eUuxH95y1bHxdEn51SvC+xhcZ3CS9rmp6gtN2iE8uVpzj9/YGgyDdhxsnzNd66JX6Vk3x2cZXHUO9EhC8kpb1ONdXAYfYg2OR2Ct3Wy9orvpyylnJL+lvZYUQ1FHlHdhjh5g3GUSy/u0fyxQRlYH1NchlQQsT1Vi31yKeNNb0XIu1Jnq1pI03dVwx+esngacPwywrrQDBVNKOObN9l+0Np+rvLknYQCQGltQTThuVNj2zPJdv3ya4FZAea5U1HyCDHFYNnDcGiI5zIDcQ4iuV96J20uOUGU7/fY+fDtVS9mSGcWfovOpIzeY5ITBryt7fJd96AtxSFMfprPb7G8d8B/+o/87H/DPiH1tq3gH+4eR/gX0MSr94C/jbw33ydb/B1zqIF/lNr7bvA7wB/Ryn13ps8EaU1XNvFrgQh1O0MUM+OcXNRufuLGpUVuIsC72giVirfw64zcQUc7ML5RKq3yZzmvRuY03NM4GGGiWxn54UIZgNPtqyu8xVTrBH6R/Qqk8nq/ojmYIjOa7J3dzbNZAcOdjD9iPpan/B4JR7QxBVuWNORPN3EB3YiwNVlSzAphWCyEc/WA1He+/MKcgmnCS4LwmcTnKymubNP0/NIX1YMf3wB1tLu9K9Y+uv3BZfeBQ7u2UL+iLWBriM6WtGlAW7WkjxdS7MdkS94l7lUiJ5LclyB69CmAWhF/HTB+t5AgmqSgGo7Yn3dpR74Qv1IfcqdkPDVChN7+Iua6XsB5ZbH4NFaiMWBQ3k9Jfn0DOMpgjNBPJmtPsFlQXtr9+oV1wUK1QpKvRo46Mqw96M1JnQpdnyqvsP8vT5t5FDuRrR7A3l7x99MgEdEly3py+qKetuFGm/VSp4EXHlm5e8hYmSnMqgOOl+YbdYR4GN4UXP0r++R7wgRWHVQDjXRSY5TGcKT/CoBKz8I0LXIMoL5VyXK8mZAFyqSY4t/6dCGSsJripbp90Z0kdBCii2XYlcgmW5hqftKLF3nloM/lm1wsecTnhdX7olyoOm9qkmfQt13pA0Ra5pEAK91qqlSTXxeU/c04bncyJzSyN9l5NAFX+NK/xqH/ZqPX/h1rP3HwPSf+fC/Afy9zdt/D/g3f+7j/72V40+AoVLq4Bd9j1+4uFlrT6y1H27eXgGfIVH2b+5EtBapReBj5gucowu6927jns5pex56kUMUihi3bSUDoKhoPrgtIl6lBBbZiyCUZnf7/bel4pmucU5nwn7rrPTb2g61zDC7gq6xq0wGCkdncjpFg/fikslvjIkfz/AXLcbR5LeFMqJL8XQaTxFcFjhFS9P3Jf3Kc6+w5fU4okl9yoOeoKhTj/j5EjqDM82wvRiUIrvVoz4ckR/2aFOhOlgt2zdBCrmC9l529D46haZFdwbbiyi3fWGgJRGqamljT5rblwsxUQ+FPdelAd4kJ7/Vx5sKdcS6ktTe9UOi80q2iwOf8DRj+0+XWFcz/d4IXXYi6LXiQTWuZvR5RXRWs3irhypqgqO5LDx3dwjmDau3UqGQFDXzd/tUW2J9K3Z8orOaYlfCaMxGjNz0PM5+U8TVxbam91Imz8pI4LR1FE2s6EKJ3bNaFsj1DU3V1xhXFpPorOb8uxHzD4Z0kXsl2XEXBdZRZPsbyUtn0VXL+po4NUYPpXLtAi1G/KOG7DBhfSMgv5kQP1/Shor0kdxAgkUnqPM4kAUnhNHDmviypfdSEt6Tk5rL78QS39dazn4gAdJtoIjPO9IXJaOHFfN7Ll5hyW7EhIuN7MfbBNyc5Hi5Jd/3COeG3ouccGHwckMbKS5+e7Q5b1jdCEjOhGpSjB2yPZdy28M4iv6zX91+xS83UPiLJM7vWWtPQNYdYHNH5Drw8ueed7T52D/3+KV6bkqp28D3gH/6Zk/EigREKdGfjfpir+rkD92NE1mAlMK2Hc7ZHDPq4a4qsu9ck4wCY9HzNTYO8V5c4p2vMGksye9II15lhRBGPCnRm62YbnsAu5Kq1bx7k2avj5ousP2E4aMMlZeEj85wKqmMmv0UJ6vwX84kgGRTkQXnOWbYE6R5JK4Dp+oIn03kDp63RA/PacaxYNE9FwKf+lqf3qM5Viuio0zSpSyCBZpX0iusXtuHWrrtvuj4ED1aeF6R7QvFN78/kqlo2VLf3rlSr+um20gmNPHzJfntPs5kJT7N82oDE5C4O29Rs76bCrEjk+2NO80kj7PtZMq84aEZT4SjNvKpbgwFq1R1OMua9GkmKB7XIbrYiG87K+nqiWxPs8OE5KzBBA7G1wy/bHALQzC3V5BHkXCIFCQ+b7HuZqAQKPKDgOjccvE7HdmeptzyaBOXnZ+VV5aj4rCPt+oor6XExwXB3BIsZHKaX48JZx26NvR+cszoi4LoosableIXnUseQjBvmH17SHLcUO3FND2PLtT4K0O9E4l846lsNd28I5xZ4vOaauShWyTEOnG4/Q/OiB9e4DQiS7n4TiwLz/OOxV35fnrzueW9iHDWkV+P8dcd0WXL/J7D6W/3yHal8hx+uiSaiIxk67OS0WcrjCse5mjaYTc70fjyzQ0UfonS7dJa+4Ofe/zdX+G7/nkTil9YIH7txU0p1QP+J+A/ttYuf9UTUUr97derem1K2utj2Wa6DmqV4xQt3fYAd17hXK4wt/YkiHk8kOeVzYbumguTrCgx55eU11JsP5EIQMRiZeNQsOWLFXYhd146iapT1orgNw4lMWpdX22hrBJKbrc3hE1it6oNzVZMcX+b8LzCmeXS/zMGdXSGczaXCWsa4M4Ljv/GNblA85rs/T2885WYzquaZhzjn4v2re7LK9HNWnpPV1hHkrF+XunvXq5pU1/M+K2l6/uY0GHrx0vxuh7nIi1Z5XjTHH/eEj+8EDlIJub9Lg1wCoPpiQymi1yqvRhvJdFzylqZ4sb6KqW8vtZHN2ZjlJdGfb4vvcr4uNigztsrtHe1F7O8mxBcVsw/eF1ZaOqBj3e6kvjAVYW3aqXa2xLWWnhRiuVJQ/x8ibeq8S8KnHVN/MkJAG0sglR/2QrLrbLEL13Gn1UijTAWd17hZ7IwdoEY6ttIM30vIZp2eKuW6PEl/lKgmU5lyL51gHUV/tma8kBCZXRtSI4rVGtJn1eU2x5135Fc11JuOHVfNGwYy+iLkqa3wXxvaCmjRyWLt/si4r05pLy9hZeLhCU570ArwsuaYCbbdKvld5q+rGh6EjBkXBEUoxAvayEpYYu3+8zvOVR9qWQn306ZveVx+Z2e9NvWlnxbS2B1//8XJN6z17u8zb/nm48fAYc/97wbwPEv+mJfa3FTSnnIwvY/WGv/5zdxItbav/t6Vfd1iPPliUTbWSuC3ssVzulXMXvO2VwEvMs1HOxIwHDTynMaQX2rO4cbXZKleO9ApqOBiGxV04o/9XAP53JF/eCAZkvIHEwXqKIi+NNHdD2fpu+jigrvaIKzqoTxhtCBnaLBfzkjuNz0/xyxhnVJcDWFzd7ZoekLKWPwdNP3yQrC4xwbyJSsuikxebQdupO7tc4r/Fcz9NkUjBW80aqh6bnEDy9o9tMrCUWbSFycMpZ6J8KpDMsHKSovIZB0K29W0o1ly2t8yRNVVSdi2bySf61Ua10oW7gucmVbvmxZ3QyJTyryXR933VAfjgjPCnRniE8b6oEriVCTjHIj0m0TIcD2XhQUByH+qiPf9wimkltaX+tDZyVCsDKs7iSUA9lWzt9OiCZiV1q9PZTPXYspbiSiPQvk5Rq9yjCephr7eOsObyUoIxBT/PJBilNZqr5MH18Hquz80YWENacu3SDBP8/I9z3mb4WEJzlNz6UdRIQnOfm1iOWdkGLPR+fSGgimDfmupunJNrmNNN7a4K3E4bG6FUiw9AY02XueU/c9oouG9YFDmzh4s5LkRSbkl21NvuuyuhXgr6xgoKaN5NJW4jhYXZfqO5w06BqaRFwkykCw6Nj9s4rBUwn9aUNFfGFIzjom74tmUhnL+fc15fBXF0ZYwBj1tR5/weN/Bf7m5u2/CfwvP/fxf38zrPwdYPF61/jPO77OtFQhSdCfWWv/q38RJ2LbDkZ9VFFhsk3I8mKNbTtUXqLW+SaE2dDc3RfxrLHYoxPqBwdindkVFLb/7AI1WxJ9dCQLZWewSUS3lQp08nyGygrRjz06xr1YoRxNe32MeXAT/9UM/6Jg/f4uNo2pdxPaW7u4k/XVHZnAlxT3kQhzuZjiLjaBMbM10dFKRvpboWzHaiO5pZuFOn62xJ9K/mdxZ4RxZCthI5/i7hbFt27gLktQCndRiLD0rxzgna5wqk7EvOc54Ys5GAiPljiVJX2e0+0MBezZiLxEzzP8VwvCU4Em6qwUpPieSA3cdUOxH9JFDvltkavUuwm6E/z1awnB8m6CNxMysHeyxM3EpeCdLa8yYMNz+fnKHZ9qO0B1lvjZgvS59M9e/5/ZB/2rV185Uuz8cErysiA5bii2XeKzhvSTicTkdYg+7bKlHIrSPrvVw1vWIhQONOHMSOiyo4guZMpYp5pgKansbaRwaivb9lUleHlHyQ1n1hFfdLTDQHpKvsbEHsG8YfzhlDZUVHsxbaxZ3vFxKkt0VlGncmOxDoL47jsECyMLSmuoBzKQyXccqrHL8PFGbjIKmb2bUqcObgFebtGNTEPLLY+L70ZcfuBhNrhyf2nl59aK6MLi5ZZ6oHjy78riWux4ND2X/HpINBFq7+K2i5tBOXZwaojOFG38BrRnFrDq6z1+waGU+vvAPwHeVkodKaX+FvBfAH9dKfUI+Oub9wH+d+AJ8Bj4b4H/8Ouc7tepVX8P+PeAj5RSP9l87D/ffON/sDmpF8C/9XMn8jc2J5ID/8Ev+gZKa6nIQOQZ1mKv7wjh9mKKLQr0pt/mgijkZ2vUnUN01WEDB5XLxVzf3cF/eEJzdx/vyamQQyYznMWK7nCz3UwTGULEEe1WDyf0vjKhA/rZMb3FgPr6SOgjgYdJwquELrVYC7LcGLpXpziH12gGEd7RBLPVB2MIn0yobo7RjaCgVw8GOJUleTiFrqPZHV2x8jUa42q8iwVhI3y18qBHk7okz9ZCaD2pye/JFk8ZiF5WUl2ezGn3BlLZ7Q1wnh3DzljAl6ELxOBqyt2Q5E+eyva+FS/o+m5K5yn6TzKJ7Hs8w0YB7VAsS52vCKY1Ztdl+Mlq4+yIabdk8BFMG3Adqv0h4WVN2xMQZO9FTnYjkoi6UUwXOWR7HuG8o/fJOeNFLPDO7ZjktKM47Eu4zdBh+08uyO9L/7DuiZp/54dTGYDo6KpqsY6WaS+gG/BXLSaQCWIwbxl+PGf5zpCqLz1Mf21Y3XBxCumFWldTPNjFnzdcfCdm58cVajPwcHOxOrm+eEuDy4LqXg8sDL+scC/X+GMfb91SjTwRTzcKN+uohy6qdal7muhcFs58x0F1Lv5CgAu6s9SpIlhKH3J9xyF9KX1FZcFfiHzFasEd5TuaYtfHzSBYWopdy/YfeZQjRDIUKPx5y/n3A8afS38tuhQxsjIwGXoMnryZUOY35Ru11v47/y+f+oM/57kW+Du/7Pf4hYubtfb/5s/vo72xE7HGYPa3hOn2/Ai9vytpWFUtEhHfhUuZptq6Qc8KsWxFHu6zM+q3ruFOV9JHazu6/S3ceSGVn7HYrRF2usB5eY4dD2i2EnTToSJJn6p2E6KPZ3QH2+hVjkpiuq0Up2yptxOCVwtUVtDtj3Aul1ckkuZghKc13SDBvVjSbQ/QeYVarjF7Y7xlxfkPUgbP2g0Z1ZDfG+EvGtxVjapbuZgySX83d7Zx55X0lKY1wXnGxW+PiCai3tfbPfG7tkYEzVGAqhvp1RyO8F7NsYd7WN8V0/9MquD1zSH+siX/zduEJzld35em/8crTD9CzzPaTQhM/s7OFcrIOpo2ckiOG9phgJ9XV71Hf1pS7kXUwyFOZTBWEzyf4k1CCUK+qPEuc8qDnvTNNkLl7J0dwY8D0VlF1ZdtV3zREl+0mL5gf6qBVFzDx5XY50aSVxBMSsqdEJ03UoWWMYv7iSx4GtzCcP49n2v/OKAaKDpP0UWw9XFBOeyhO4POBbkOMokdPa4p9kPik4I2kgXUvyjoIo/kpKYehygrC8vsQYC+vYOfWcphQLDsyPZcsLB1klMPBN45+njJ+p6kxSengmoqtz0GP7kgcQcYT1NsuSSXNePWCn1kpgmnhvV1TVlptj5ek92IqYew/VFHtqvJ9h3SZ+CW9krA6xaGJnXZ/qgRflxuryQxbaBIjwz+7A1MS+GNeVT/Mo5vRG6p8kUQy5dn6NFQ8EaLFeyMUYs1OsshDLBpH7XKMTtD9DJHzzNwXbyffgmD/pVUwbmYY8YpOk2wUYCJfXTX0exIkDCAs6okvs1VBOciy1Cd8OOcyw7VdFjPIXw2EddDHOJcLmXwkAQbblmDdR3ymwn+UqQWNvIpD6/jrRva2GP0sMZbVpjApUk94i9nNPsp1IrVgwHlUNOGHr1XQqVoRiH+vMH6mk6HbP9kLQ4LRyaK1lV4lzlUNe3eAJ03+FNp6ptRj3I3JDwTQgYmwl2WpB8ey5BlO8a5XODMNNl7e/gLD5032F6Eu27I3z8g/nLG6v0t0s9nNDsJqpXQEeso9HZPQJMDH28heCJJ3eownoONBMUkRBQtU2NXY0IXp2yForzS1OMI6yoWdyN0Zwmnm63c2CPb7+EWluHna5p+QN13cVc+wekaey1FVQ3VMMFb+WR3evSerEAJfUN3AmYMJ5az30rY/bCg2PNJjgqMq+k/E/pItyXicHctsolsz2X4pKTpeZvMT0RzdxBuwmZavLU4EqILCUIut310q3AqS/9ZTRdpTOBSjjTRpNv8HSX3wJ9Lz673Imf97hbF2KF30hJNBCigN/mrTmWoBpJnmpxYssOY6dsOybGlHGjcAoKl2SDcO9zqtQ9VS+7DoqHc9q+Cp6v9Hk4lhJk341D45vhGv87xzbBftS2q6WRL6jjSZxsNUHUjnLZbG5lc3cjgoGqhkjuRTSLMg5vYfiLpWXFwZcWqD0cipXh5jipr3GWJfnkKiHG93AmZvhNKZXg+Qa9L9PMz7GKFPpuiF5LY1A4jirtjsWS5Gp3XFN+S1CiMIX6V4x8vJd/S1VfBJE3qbGisDu7lmujxJfW1vlRYjqL/6Yz+s5rkuCF4dEYXOcwe+GTXQ4wjhnG9LOi2U/J7I7yZWJgAivvbtJGDrlus50he5o1Y0sfrluiVGOapamxffgYMdHtDbCIex9WtEFwtzgJXEz2RMOT+P3ku2CTAvVzjFh3RqZjeravF7xk6EiHoaVkgrgVi1O8sGMP8nR5d4omcZCFZpV0aSmZFY1je9Iim7ZWebfYgILxsSM5aypGY+osdT1DeBzHrewPaSDP79pDBw7VQSBoZTKhuA6GcdrilpXfSMnjWij0rknjKiLDTAAAgAElEQVTIZuBTbvsy8NhUkZff6aFbS/pKcmGzA59g3uAvGuqRDCvqREva1tihCyRHVlctwbyhiUWsXG5L8EubuMQXHeVQhgfV2CO4rHBXlYTPRC7RWSmWtUDwTU4tGRZibu+IJob9HzaEs04M+8eW2btSpQUrQ5Mo8l2H1aGPU8pWtu5pirHm+PdjLr8lGsnlO0POfiCC6C7QrG6+ARIvvDkV71/C8c1Y3Bx50RCFmMVShLoXEzHOb3RqNk3EIN+2qOWa9tauIIciH70qN4BKRxYqJPDYO5EtZHdjh+5gLFTeXiJOh1VDMK3Z/mkmKVM39iV39PoO5v4N7HggiCRH0aQe/rzCBg7tIKIZxzSJIylUO32xVqUhvRc5KCUGciD94QvRgi1LkbEA/pkMInRek90bilodsP2E6CgjOTME85Z6KESIxXe2ya9FhOcFxbVkExYs4uHwRDyzOq/xX85IjvINDnzTj6obVt/apdmOqQce5Y4vk8rdBG+S46/MBpZZ4S5LbOhhQ4/Zv3yb1a1YQJv7qVQ7oUs99GhSl6YvUXdOKY1zkMld05cAnPX9AcHCoKsOZ11LBdhZVGeuXBPjT3LixzOUsSxvuWx9VhKcrggmFeHccPK7PawDo5/NqHua5NmacFoz/CKDTuILo6OM7JqHsmBdgXM6jYTDWEeSoPovSqkaWyPB0wN5yTc9l/6zmrMf+EIm7vv4a4nY03VHMP1KRByfNbilZX7P5fR3Asq9CF11bP1fL1m8k5LtSeBMvitxhK+lLG5hJNYx3LD+Yod6uLHWBZrBs5KLb8vC6S8a3Fym1FYLYDKYN1z8bsvoM0U4lYpy8DjHW1vGn8pNx6kMXmFYHyqcEkYPhfHWRIqdnzSUI5GTOPUbWHEsWKO+1uObcHwzFjcLzmyFvZyiE1Ht662RiHrbTjhproOqWszuiOb2HiZwsFmBWhcSpLLVR+XlVTAMroaL6VWgsjNZyUJZ1ai8QucN3vMLrKOFXFs32GjToP7i+aYakspJtUZ8qmUruKHWEJ1XuAtJcm8Hgih3VhV6tpYc0w1g0lvK9re9vYdJY4qbA2m8jyLil2ui8wZvVpLfHuDMVgTzhvWBJ0Tdy4L1gSac1OhVSXS0wj2do6qW+TvisbWRT7Md0+4NcCYreo8XtIMA/9kFJo2JTzYVlyMXzOuhiA1kC5bd6dPu9jG+y/reQDyiFgZfLNFVy/xeKMLcQm4G8bMFGEux48kCvMk5NZ4S29J+glMaohOxn+FIoErydEm1FVwJkucPYpr9lGIvYPunGd6slKGBUvSf5EQXlsU9cUhEk1bkLsua+dsJ+c2E6bsRxY2E4RcZurEMvhRNXDhp6AKFm8vWrPM0bc/Dn5RX4cnlti8YoQcBez+sWN0KJBdWscl6jeQmYSzlWGFdRThpCGaW+ESCWayjMeOUYluz+E6Nl1kJornpkZxJ6tfkfZfpe+K6iE5KypHcqKu+YvDhGU3iMvzS0HmK5Z0QEzjozlINNOvDgGzfx79wmf0rJelRRXxSsbwbb7yxMV3gUPcdkqOCa39YEcwt5Uix9YmQROrUIZqI8V+9mfArpP3+dR7/3x/fkMXNCCzyvduYufglbeBDFAoYcbmGkwtMHKCeHeNkFe6Hj0U+Yizqi6eoogbPRVctNhQmmRoNsH2ZjL5mxdlRn247xTm5pL2xhXcyl0Vx1JOwmaXEydXjCKZzSWZfCzmiizycV5tovVkukXuzlaCyXfFW2l6EKmphogVSVVqlsI6W5K1Jibuq8U5XG0yQwblc4C8auu0+xlH0TmTBq3ZjBs9aVG2wkS/T4ySieZ010I/oEsEiufMC049FBlJ1MuEN3aus0egkx2kMKq9oI4fVnYS655A8X1/1IaPTEvdyTfKqJD/sUY9Dhl+W6Kpjea8n8MyBNNyd2pJ+PkM3lvTRimog6VyqFflFF3mC8B5L1kK135OL21jqoYfTCBW3HMg2//J7A7KbidBp78eUW4rklcXLxLq0vOXR9XxGHy+velb+vGF9SxbweuhSHsRXyVttrDGxUEmMJ4LobF9uXsFUIvp0Z1nd9IkuO/Jrm+luz6P30ekmas9cpUpl+5vpZWmxgYOuWo7/2pj0qKP/sSzKbSgp8dXQoQsUN/6PBdVIUY0Div2QcCYDrmhqyB9sC5XZl+i+uqdYXw+Y3w+ILjv8lWF9Q9N7Cb0fRWQHPvP7MgQJZ6JpU60s1tN3EyYfBMSX7VVWQjiTiaxbGtrUo9h+Q5f6r7elv+RhJcXKfX6O6iXYspJchLrBpjGEATgaXTVweCB3+Ps3JWnKGNSdQ0waCoxyUzHZyJdK7eWJhLVYK5XcbCmU2X4P95Wgkl735azryAIx7AuSaFcIv85KtijeyewrNPl0gY1Dyrs7WN+V4OVlLS6AUYxJQurDLeprfdHIdQad18I7GwuPLXoyldDevaEMQk5nX+Whhi7+rCJ+IdkBqm7ptlOsI+nz3lKqwzbapLpHspiZ2KceBtg4oB756LwWfpqryfcCTBLiFh3poxXDPzuTCtVz6HqiTSsPB1RjH9VZAXICzrKkd1SSHOUi+p2VOLUhvzMgeboku90jOW6uZBrJy0wmzX1X1PW7IU7RkT6v6CKH6TsCfFzfCBh9nnP6+2PSlzXBTKZ9wcLgFpZyS7aW1dil96qlCzTLB32Gj0uJAbwWYBxFfhCx3neIjuSG0SYu6c/OJYQHKLZd2lCRnFaCINrki4YbVFEba6IzqeyMpzn/a9fBICE5c4NTSZALQPqilMXqIKaTHTY7Py0px4pwZsiuy9fsfbmm6/n4CwmnbhIljX8jKVXVwMEpOsJph1Mb+i/E6uZlG1dFqolPLeHMsr4lwMwmVXiZwSkMeuOocmoJgBl/3sjE9hMR9DaRYvCkJn6Vs7jjkR69odLt14vbL3dYa7CBL4HMYSg5o1mBmc5Qm1Bm1U9FmwY4M5EzqK6DtqM86OFM1xAG6GUuVVheSVjy+3eEqXY2RYUBtqzQpxNMEsrCeXIhHLndkcgiJku67RTjORJE/M6+RPQdjsT21bQyvQRMPyJ8coGeLCne3Zdt6+XrytPBKRrcecXq/e2rqqbeiSQUerISfppSdJGH/2oGroN3tpCFbllSbYVixt8cqrNYZ+MX3WyHw+OVWLQAVQlEwM1aVNkQXpSoVU51Y0gbe3hZR3a7J1kIfZ/6cCTY8rym3PZRxuI0sqWMny0obqR0gcP0N8bovMG4gjRvRnJVd76mOEwJL2W4oxuD8WUAkF+LiM5KvFWLt26phx7Fni+L11x6YcNP5izvRex+uKbY9dBlR3SUUfeESdb02JA5LMWWS/hiLto6LcLe6KIhOa6IzivCmaHa79HGEou3+taucNIqw+qmZnlbU275VAMR1dYjGWA4jcWftyzvxDSJiz8t6T+vyQ8C2khfYb67AMLFBg9lQBlLMLd4G1ubW1ryXc3oU1gfyAS9i5wrHlx82uDUItkoxw7pswLjC7LJW7ZXQyjVQRNrVCf9tbqnuPGPDL3jiq1PSkm5Grt4meClgmkrDoyBQ9OTn003HcPH4iQpdyOGj+qrdsCvdqHyxkS8fxnHN2JxU0rDybkEMlc1TBeYneHV572fPcMcn2KfvpShQNPiv5yhygZb1aLUzwvoDNk7O1hHydTUFT6aauQ2197apf7uHYgjcBRczKDrMFt9ihsp2WFy1Xfzn11gAyHBNlsxqjZ0969D3YjZPo6EXrIxsodPJnSJT317B/dc+m/VdiRfY9FK5sMyIzxaEh1lVLfGOEshbfiPT8je3RGMk+sQf3xM1w8JTzOsLxVZfntAdkPkKvm1iOWD/mY7rPGWosVyFhm0BqeULavOa2wgae66M+jKkD6cY2IfJ28JHp0RvJhKNVgbAUpeZOhVSXFzgDJiZ3JLgT8u7sfSu5uVOIVkC3jrlqbvykRx28efS0qXbizrmzH+qxnLm5vJay6LTXLa0fRcpt8ZkRw3EkhzUlMchOi6Jbum8deW9JllfTuRhWzSYgYyjW0jF6eRxn09FLN8viv5p/68pUkcyqEmO/DJ9jyyBzVbn7Z0m/zRJnqNn3IJpi1dpHGar7Rh6+s+iztioxp+MsfNWgZPRPqiK0M5EkxTNRIMVZM6pEeSj9p/UZK+EpJyF2iSoxzra05+L6DuiQ80nHaY0KGNtYQv7/hXEpTei4I2lKCX09+VVsrylku2L7IYf9kwv+fQ+eLFtRqC5QYDH0h4s85rpu+KXtB4iiZ1JPXrDRy/Doj5JQ9rDNZabNuiHA2DHurlGdy/KVXVvevYTrafFLIloSjFNZBIH8L2JN0n+fHLq4T3q6NusOOBjPFLSV3XRQOjPubBTTHgnxf0nq5od1J02dLtDVGdxZmu8c/WuJM1JnCo3tqT4ceGUiLbPiHhtpGDN83JH+xIbiiSkRCcrkRLN5Dmsq5bSZbfSmgHcv7Ry5VMf+OA7mCMLkUeY2NJn3JKQ3QqTXdv1ZG8LK4ou6rqxJbVFzeCqhrp9TmK5rrcJLxLgWhaz5G0K0dJDuuoR7MVS9jKbghK0Y4ToseXBJOScNKwuu6g647tP3wlgt3Yw1tWUmFmDW2k6Xy5kF57V8OLEuPA4jf2aBLIt0WSoBsJnC7GLv0Xkoxej3z84yXhRc3sOyNUJ3jucGFoQyU+XU+RX4twipZq4FCOfZrUxZ83YISC61Qd1dil/3Ap29xFRxfA/v/pUqcafy2YocFjIQK7hREAgJXMAjeX6ua17iw/CMTyl7p0kabqK/xFTbAUJ4JxIT6psI4i/uISLzc4WYO36gRM2Yj42H8549ofVtSp9FONJ6lo/nxjYVt3YAQLPvl2TLGnaHoweCIh0r1XHW5paGLN4nZI07eUQ70hFDuE5yV1qgjnHeVIUd7ooxtY3A7I9qXSr/vem7lYjfp6j2/A8Y1Y3AABTu5uCRk38GFrKMEtgWyb9HCAWqzFOrVYC7+s6zDDnhBz1znm4pJufwtdNeiqEe+n62JLQX+7yxLdGvxJKVTdWF68tB2qbql2Y4q9gDYN0MsC52IhePDOYAaxZIc+vcQMe6g0oX5wgCprbC/Chj7hsynFYZ/oxQLv0yPaWAs5GGgHEdZRVPspIEijctvHySrJcOisBM2MQor9CIyh2RabUvRyJSijRrDfQrsNRCDrOTgnl6yvyft6kaM6S35vRJcE5HsByWcXtH3RtLVpQH6rTxtLw7/cDYWicVEQnpdC810ULL+7y+J+QnCeceN/O2bxVkK7P6QLNNn1kHIvwp83dIlH/6MJwVJSpUzo0sYeqzsJbil5nVuflTQ9RfJsLXRcA/0XQtBwKrGbrd7fYvZ2SLGlic8M6YsarDTwe09kilxsOVjnq5dsOJXtcLHj0X9ebwKpRYsXXBaUI6HuLu7K4ptvu5KEZe0muk+8quvrIrsBWN9OaBLxcRoHYfjV5iqf4Pz7PTpftIyDJ4blnZDZA0ciHStLm/pM3wvw1x3LWxI8M//BPvXAZfRIbszBZUXdd3AaQzARNPr6uk98btA1+HPL3p/Jz/baheAvW2bvaIzHRuoCy7sxwbxh8kEP1UmFF84sTeLQJLJVTo9amkRfOUR+5evUfr3HN+H4RixuypW08NU7I8xWH/vlc5gvMbO59Lny8qvnth0MenTbqZjg10KzJY5QNw7Qqxz78uQqI4C2xd7YI3oyIbsrZvF6J0L1hAhiQlesVFsSlJy8yCSzwGzu4nmNiQPWt2KBTx6MJA5QK9yZyCxM6NLsJKA3Qti6ob1/jfSTCU7RgJLqI7vTJ3ghPkknk15RO4gob/RZ3x/QjGSh6f34FV0aXv3MF789kgnirkxi21iTfnROuRfRJi7FBzcYPFrLufalEvSyFutq+p/PKe9uATB9r0e5LZTXJpXsz2AiC9L6Xg/jauIvZ0y+v4XqIDmtZVH2XEY/meKsKpIv54SXDd66pdzxaSOXbhSjWyvvp54EVl8K3CB9KdPe3Q9z5u+nRJ+8wlvV1H0Rvua7vqSudyKl6J10lCONv6gptjV1olnfSek8MchbVxGf1zJoGErgTPqswGpR+IeThtXdHsX1RFDoBlAQTTqClZHt6g35HQ0era+a+PFpw/Kmi1sYkYRcdHS+QteG6PNTookhvuiIppYmUSQvMpKTmvi8JToTHHvdd5jfCxg+bnAKw/jTkmI3ID6pWB84ND33Sswbn1S0kdwI0qNWAmQ2C1n/ZUux7dJ7umL0qKHY0lQjj70/bYkmhsEjcCpZ5Ob3QuJL+dnCiSHb0xRbGrewjD68ZH3gCuQzcn71C/XrDhN+vbj93GE3zfkLIbfy4DYAen9XqB6Bj0oFfEhRwmItQtKqRq1zMIbu5fHVtk7tbdMlnkxV21Z6X65D8mRBk/qSFD8SaYNViurmmOD5lM6TEGhcLaDLDYkku90jOdqgwIsG0wvl875Lc30ooTBjn9X729TXB8x+c4/8ekh9rS8avbYjmFTEr3L5f46iHUTousObZITPZnirDuPJRPjiD27SpJ7QRHyXrY8ywmknGjNXIggnv7sv/LZKwk+Kg1iqjFVJO4wwjkgz9FRIIm0qFi/rgKpb4hcZ/Y8m1MMA3Qirv01ccVAUhvhEiMP5QUCzn9JsJRKGfEPYZHVf0utfm/CjI9GbvcYSWVc4ZdYRPFM99Bh/OBWqSysxfW2g6D9c0ftywfy+S3Qpi1P/pfSHeq9a8n2Fl3W4mYhas30JtNaNJf3oHH/Z4C6kOR+eSchyMG8pRw7RtCWcGQ7+SHDkqpPJoj9vCc8lz7Xqy0JQD12qkWJxy8M44K1bRl9k6M5i+wnBXCofLxMZhi4a8l3BnqevGtaHAesDTdNTLG+5BGdryh0ZoBR7Psl5RzlyqPoOwasFi7sR3kqsc8W2TE5HX5SMPhek+eBRRrUb4y1qoqmhDeTr1j3JeFjdEulJctaKnKiym0Vc5CvltiK/N6L/oqHpian/Vz++5jDh1wOFnzuMQT87xTsRXZl6eYbqp5jzS9gaShxfXtCNUnBdlKOJHp5jbl8DpJpT797FTGTIwGKNk7fSt4oi/ElJ/tYY47viw9xJqbcT+j86Ej7btMB6LtXYg9ZcTUNfI8yTZ2vZDjVSDdnAQ28CVZylVDfRaYmXdQTPpww+lwmnNytpDvqYOMB5/EoWoJsJxV642Q4bTOzLc3xN+OPnmCQgfVkT//QlJnRYvZVeIafLa7Kl9Zct4x9dgqOE/5Y3VxPO/P5I/KfLCt10ZN++hrOs8WeSPO7mRgS8XcfqvS2Mp8gOE6qhhwk0/vGS3vNcSMh6g9UOnKu/Ewi6KDqVBcVf1NQDT0S2G5vW64va+FpU7a7w2qr99IorN/lWj9GPzsDVrO8PGD1spYIzgvg5/36P1aHL3o82+ayJi1O09J9kpJ9OBMB4MAQDq3dGgiOPPHqPF3hLEdWe/cDb9NI2iCwtAMkucpg/iMmuBQyelJImNdLs/ahi9FB6iVYpij2pnputhC4UUm7dk3Ss5btDsZq1hqbnMHiU4S8t/sIy/lT6ncGsoU6kt2ccRfqyYvA4pzwcEM4lCWv2QZ/OU1RjD2+SsbgfC0bdUayue8LJG4qUpI0gmsjrbvfHDV5hCc9LqqFLtuewvK1Z3pKt6/ZHDdmeTH9Hj5orWMGvfPy6cvslD0fLIMFx0I+PJIR5K0Vd2wPHoR1Jc14fncs003Wl52YtuK400rVG72yJ8PbGLs7FAquUWJ0qeVHqetOk1wrdGLqdIV3kiY1qLBkFXc+XrE9Xi93LWhkAaEW3PaDdSCdMLP86i4xm4OMuCoLTNaYXUtxIZESfBqjaoPMKhn2ik1wCTT6f0gx89NG5eEcDh/iTE8ytPZyTKW7e0O1vETyf0n+4pAs0/kzS49nozFQuHtLsnR3Kg5hyLxIrViVZofU4FB/oTBKwyt2Q+LgQlllr0OuS6Lz6aju4yUy1kU8Xio2qjTaLqysXX7Xfk4lh03HxGz2yfUmGjx9eisF+KIr8cFKzPnBx5xXZnkt4LM4JQfBYgsuCaNJx9gf7NKlPdCY6wtHn66vGd3xp2PlwjdXQpEJvqYfSC212083FLgMcpxSckXUVbT9k+l5C58uWtA3k/61uuJRDkVi4WUcXCgCSjTB394+nrK/7uEXH/h/PCV5MCS9r8l2f9WEgC9DQwy0Fgx5d1HS+YvFuSvJ0zeRbPREmI9Thi98aYTzN6GGBUxiii0YGYforNL3xNfmuxvjQREoCvt2NFKQ1pK8k/GX7wwXRxNCFcPktjzoVzZxbGMrdkDpR9F80DB8bhl8anFpYbsPHJW0q/tI3ZhowX/PxDTi+EYub7TrsIIXziYTE3NhFZ5X4HrMCZ1XKNHTUh9kSu1zR9kP0ZEl7Ywv17FiCmJcrVC9BWUu33ac8iMVkD/SfZBjfFULt+UqEsZ1s11Z3InRriF4upUcGFPsRXSQXmvHdq+frsqPa6+FcLGQLWzd4C/FPFjdSTCwII29W4p2vaBNXHBaOQ3YzIZjWlLeGuFkrbLWiwp9V4q5YFphxivPFS5zTCcXdLbrII3oyYX0zgs6iyloW6DSmHUVERyuiYwlunv7WDk0qmGvjKkzgCPQSSD45owtdnFVJMwrJ3t1BdYLCiU8brCfuCZVXgqQ2hi5yiM8qvKyl6gsEIJhWZDcTqqHIFdzCMPutPcptj2zf2VQk4tssD2KGj2XCO/mNMU5jWNwOqccRwbwhOe2wrhLHQtHJAvx8STQRRFTb85jfFwiCUwifzMSBVNsrI79D38VfNNKsVwrdGoaPSvJdTfWguApcSU47omlH+umEauyy88Ol+GQTFy831LsJ/RcVTlZz8YMBKitY3QxpEkX6vCQ70BRbDk2ipb+XNfSfiD93+SAlWBq83DJ/RwKakzO5ieYHAU7VUex45LuSEha9WBBMa/Idl2AmKfXhvCP/7k12/umEzpdqGgQG0KYByoj16/VR9TX+JnPBzyyLOx7rA41x4eJ7ijZQVyQQt7R4yzcgBfm1zu2XP5R2MHEgkMVQotOsq8VQHwu143UmAuMBOI6kGUWBhCjv74i4ZndLkrTyCjp7RbdVeSlDByQFqdlPZQI7XeHPKnovK6nGNhw0OiM0h0UhFquTS6yr6dIQ3XQ4RUv2/h5UNd3BmHrkCxH3ohS67o63QXmX+Iuaxe/dkjjASc3qVkhwnuOuKvQ8w2z1cU5n2OVKAnB8F7WxnvnzCu/lJVYr+l+u0auc+rqQTkzgUfc9kZIYcSr0n5YE84Zyyyf+coaTNSzfHYJWNNfHGE+21E7R4k9rnFWF9TXKWuqBD61h+e1t3LyThfMkx1nWYGDwpEAZSzUOBIneykXTRlou8mXH4GmzMYhrzCY+rws0qrP0n5XM74YiV9j2rjRY+a4rtN3KCBpo9DpW0MWb5Gz/NKfcksEBIAHRnkN4WaPLlvxmgnUVGNGtXX63R34QUA9BH4ecf19TbH/VTK+uD8h2HcqDmM4Xz+3rbag7r2gHAaMvSopv3aANFW4h2QZbH1d4mbgPtv/olOIgptoKCC4rwlmLcZTgiY4UwyeyDa4GDv68RVct/lpw8l2kmX1nTLEnW2JlhMKrGwEIAPRe1Ti1oe5L9KG7qpi8L7+nwVMJoxk8KZm9Leim2QPN+ias3hLHw9bPLNaFfMdl8n6IMpbpeyFv4vj1tPSXPaxFPzvGhh5mMoOXJ1eNeIyBnz6UbWjbYQMXe+sAtcplwICEwJjtAV0/xLoONg7QmQQyY4ykzC9WdD1Z6LyTJfVeb7MwyV2xSyV6zns1xaQh7jQTiuzOEDtIKXdCwewUDd7RhORnkjxPa4iOM8odn3rgY3yH0Y9OyW71sIFHk/r0vlxjHIWzrK8a0/psSn04otqOwNE0796k3e5hAveKGOxcLun2R5hRD+tqkRusa5r9lK7vEz9fCvTwRoo/ryQTtRahrGpaioMYNzfM3o5wViXeSuQF7lQyD9phxMW3ZXKoNynt8YkEovgPT2j6ASb2cIqGNnKohh7Jz46Jny+JzwyrO8I6A8lOXdzy8JatiHVLgz+VqrHaEiRS+qqhHDr0Hy5lkvp4hVvKNrVNXIyvcRcVgy9rolORpdSjjYVqLEEs1dC7wheZ2JNBjCMBKNZBkOOOTBI5LBh/vIFrLiXgefJ+wPYnBeXYITmupMpetbSJgwldVocyYPEvCroA0cPlDaf/UoCyYDzBzCtjKUcO2WFEkzg4jaX/zJAedXhr+Z24paHpu6xvJ/jzZpMub4kmLVbD8nZIfNleEXPHn4p4Gi0QgioVYOfZ7wzY+9MaP7Mb6ohUZf0XDXXfZevTDuPC3h8rrAO9o4recYufGaILQxtq0pdvKAHr1z23X/LYaJf0+QzluuB7QvbwPZqDIc1f+ZYgwItSUq+KGltWojGLA8EhKSW2rHGCOjpDbXIWVF7Jltfz8B8dY2O5gwWPzlBVgz+rUJ25skcV93ekDzaK8b48QVmLDdzNFsBIBdm20DSY0KXeEctWOKlZX/eZPYgob28RzBsIfIJXC2wg4brVXizcrzRg+ldv479aEFyKs8J/eo57scJ7NcWZrCjub9McjOgiDz1bU403qbqOkj5e1aE6K8ihzS4gPMlRnSH+4pLq1lji8J4v8TIrVqrYJbsR044TvJXQf721vBKroUc1lkXDuor6/sGV9ku1MpGNjwuaw22s7+LlluhU8E5t7LE69Bk8a662xeW2d+XzjV4u6b0Q2UxyJrax12y46Kym3BX0t3EUq/spxY64Ifx5Q7bviif0rJXUrMIQnmYUY4flnZA2cSh2PIqxuA16z3M6X3Rqg38UsbincWr5+bKbCcMnDevrAVVfMhCMr4Vtd1228MW2ZvpuIuThtd1MmDXbP2vpP1wSn1UihG7sJtXdsj5wrrynkg4vgxTdWIJZQ+9Zhq4lPtHNWtxVIyjzTtcyDXAAACAASURBVAYCTm3RteRV6NpQbLvkOy7pq4b4oiN91VFsu/jLDm/VUfedzU1MNILFlmbwSEKejatoUpfVDZfoRG4u9g2oQP5FHEqp/0Qp9YlS6mOl1N9XSoVKqTtKqX+qlHqklPoflVJ/YRDdN2NxQ2EP9zDZBvF9/7oY2o2RQI+ppMXjiB6uui5Zo9Z1wBhs6KGPzlFVTRt7qCjCxhJdx2ROcWck29teTLOTYAaxkGk7oZ2q1ojbYCV4bTwX97kgyVVRi83LVfgvZ3TbfQmcOdyVxaXv0O0NMY4mvmjxckv46ZFYozwHtVzjLEucosNb1KJI/+wFg8eZTElDl25fzs/0I+rDLcgLwqMl1t+wxw6GeJngipzpGt0aEeGOY/l6S6nSqj3ZKhFIWtUVV+55LhdD1hCdlhT7kgcRnOfEl5v+YCZssDbUVENvwz+rsa5ifTeVrd4oQLeGy++m+POWrU9r2siRKeaLiqYn4tGzH/iyCCjRVxnfpR75Iuc4k5QpAL0srvymxtMbx0ErwShrod32n9Vk+4FUpsOALlBgDMPHJVt/fEry2YUQSo4qic/bCXFLK3qwL2t2fyxZqOVI9F/rA5diS1MPJNil6WmK3YDxFxXtMEK3kL6smd8PaJJNLGDiip0qku306n7K6sZmElsYgqVhdUPLec9bnKrb6PAcqpHH4q0ekw96kpqlFcV+iJe1DD9dUg98hp/MaROJ9Vsd+qIxPKlpEgdv3XL5gUv6tMAtNhKZFzlN6tBG7lWVZFwRNatNeyQ9aukisaWVQ30l0fmVr9Q3tC1VSl0H/iPgB9baDwAH+LeB/xL4r621bwEz4G/9Rc/1G7G42aaBp6+kamtbnFkuRvUkQi9zusQXMWkcSmLRp0eycLSdVHJ5hQp86sMtglcLzKiHCTx01aBGA6Kn4iEtb4/xLjKciwVqldOMY8ILYaUZV9Psp3hnS6FkXN+W6VUsJA2rxMpUj6XyU03H8m5C/9OZxNvNSnnBfjzDjkUsrOdr7HiAScTg7k4zii2H5V+9L5PWrMGZ5bQ9D2ZLusTDWdd0h7vUe73/h703ibEsPdPznv/Mw51v3BgzcqqsqqyJxSqSzZ4ldMuGtZDlhb32woC818baCd4bMLxtQAsvvBNs2JDhFhottbtlNsmu5lhkZWVm5RQRGcOdhzOf8/9efLeCLZnsZpMJoUz0ARKVGRF588atOP/9hvd9XlQtKVb2Rr5W+7bEBrY9/Is19qbESQSjoxojg+ppQd0JaCKHdNfj7D8ZCnLJEQx23XYJL3JUbUiPW/iTgs2dtkQIxjZ1oAgvcpnFVQ1ocDcNrc82BGdrNrei65QlO2vwliV2VuFOU/xFTTBvGH1PNoPlKCT+dEp+EOHPhEib3owl/evjE6q9DtF5QRWLVCTbsWhC8VyOPxDpxeJ1j7KtRA6zDYNWRc3s7YDz//RAWnYbrLyR+ZUr+q/aV5Rdh6Jj8+I/N9SRwl9KtbXzcY63lu8rPs2kBd71sIqa/sOSOrZpn9T0HxaUsUXedwTc2fVY3vFZ3LPpPi0IJzWrYyGctE8162NHNt2+VHLprtxeTiEpWe5KhM92odkc+mSHMdmuzE1FBgN1CGVbMb/vk/fljabzXHP59Zhk30d7FutbYpcTjSF4K0PnpKYOHdIdm8n7stVO910Jus7NtZvjl7tRedX2KwcIlVLbJCPOgd8D/uX28/8z8F/8ok/3C3G4AVBVmCwD16XabWNntfgfWwHOZINVNazf3ZG2MgpFmOs6MF+B72E6MfamlJmc72KtU7QvQ+jysAOWDLmbTkD2xi562ME7m+OsC0zo4axyGteS5PTJUkzxN0aCWXIsgidjnGVBcCYpWcaxcFPRqSXHITpwcJYF+UELGg3juWRB1ILwLvdaqOWa/icpnf/7CentDsvXW+jIx38+I3//JnZSUfUDVnfjrY1INp46cmliEfWGp2vcVYGaLdm81sJqDFXbldzNYbwl8UrrGkwr9r6VYDxLsg/aLt4sl/ldLJaj9Z2Q+DRlfXvrcZ1JUDB6C57clJQdWxwMniPRdlcFZc+RasDIISnLFn1dSfiPr7CzhvlXRxJ1mNfowCF6mTF/v4++vY97uSLf8QR5pSEbqWsSR/uZBDBrWxEsxJkQPryiii2Koy7BXJYaTSSuAgEIFPizimAhuHG7kDT2nT93yIdymFkVjL8UXGOMioEvIuOOIj2SsUEVWayPHdY3fMJZTffTFemBj3YVnWcl3SdaZEaOonNSkw8VRoG3NszfjLfoJLnBw3Mxt8eXDdq3CMbiMAnmDeP3XYJZI57bWmZ4/kosU92nFd2nBZsjm86TlOHHxbW5P7oqQUG261K0xfSf7jhsDhzSfUEdAXQfJdi5pn1aoepXNAj7+WduO5+Hrm9//ZN/72GMOQP+ByQ57xxYAn8JLIwxnw8IT4GjX/SpfiEON2VZWPu7mLdeg7rGO5kKMePpGdYqRaU59iyh/WCOqhtpUQHjbzeLVS2JVusUay6BKqYVXuclOOuSetgiejjBymuC7z6n2I0wji3ZDZMlarbEv0rwf/hCDtDAx1okqFUiFUzdoM7GspUthcartKHq+HQerkRyoTX2NiBa394HLfhxq9aUHUfM+55Fdf8GZcum9bJANQ2T3zrAW4hi3qo08UVBcL7BKhrcizVWUeOeLeTFsixe/r0O1WsHuBuNlTf4lynYCvdyhbeocc9mABQDl/EHMXYqBu06sqjbnuiw3pcWKz4vwRi6D9bEJ+IyUI0WiKc2LO+3txF/Nas32pKVuetvhb42+W6IsSA5CmQRsawIzlPKuyNApAzGc6i7voAHhgH+oqEJHBYfjIifroguRX6z+50KN2lonRbUkcLd1DQBpDuSJ1Hv97ZcM5tsIGBIO6kIT9a4s5TkOBaXRy2zMG9e4i2Fk+akUEcWRU/ROteoGrx5iVVq3E2FnQuqKBvIcqDxt4LfLXhT2xA/nGE1msVrlhjpezbrGw7ZnkG7YNUS4JIPPazaMHhQoQNbXitfCZret9C20ER2Pq7ZHDoEJ0u0o2i9LAivKmmv+zZGKXqPK66+2qIJbcLLQu4BLVtqf9lgV4ZsICLf9llF57nGzmqCScnqrhy0F7/mSV7Gq7hXf/62dPJ56Pr21x/8e4+jVB/4x8Ad4BCIgX/4U/7JX/hU/kIcbgBmKQnzgIS/NFslYN1glivh+3vOFv2dEjybYW1yTFGi4wDv8TlYFma5QvdkwcDuEBN4aNcWxb3vSWTg0Yjw4RXMV1QDEQibTgtrtkYFPum9gejkbg/QO11UWQuKaXcgHsLXZJsZvBR4ow4cxl8fkN7q4D0ZozuhtJq+J9jzoiK4KkQTd76SxYYtQ25j23ReSEye92yMtRUZ61CCebEtsZL1WyhjmHzYZfRdoen6k0y+L4DGUO118C+3+a95jT+r2P/GgmIYSPyfJYZ9b1nSeSZzKO8qQZWCA0cpoodjVGOoDnr4Fxu6jza0TgqSQ1eoGk8TSZs6jnA3NU7WEFwVlK0tvWPrQKhDB3eWUm/xQqqUVizZc9gcOmDJLLCJfepYWtF0JOEm8zcDwvHn+jRN91mNk9XYkzWrOxZOIq9RfNGQHMes7vcod2OMLfF50aMZ3qrGTgphmg0suk9lHlaHimyg6D8QF4a3LJm+G1NHYhlzM1kQAGhPME1NKNinya+PyIcedUtyGlonBVYJg48lO1U7bLNJDd6sRLuKqw8EhOBkGn9W4Wz1egCz+6IHrHbFeVK1JBbQzjXt5wXTdyTOsPu0In6yFDlMo5m+JZVn0bGJLircxGzJxobOk5TVa+I5ljQwi93vVmj7FWnPXt229B8AT40xY2NMBfyvwG8CvW2bCnADePmLPtUvxuHmOHAwkq1n3VC+cSBm7F5XNpO7Q8k9uJyJcHa7KaWqUb6HvUwwHaGDNG/fxlokWGUtCU71lv9/tpQkqFYk4Sl5QfnuMe75guZgILISx6a8PZJ39FQ4cSot0L6LioXqoRojzLPpCh25eFcJxdAXKOGFbFKNY+E/nUgQy9lMfKRVg2mFVHsdiEJaJ4LKaToeVUu2saYTY89TVG3kUCw1dT+SeZtjyecaUMbgLUtQCm+SiKauafDO5gL57LUkmm7Xxbj2Nd3XSTX2ZE0TOMQvJYhl/UaP9FZH8iqqhuzeDk0kouUm9ikHAcu7AYPvzrEzzenvt2k9WWNVP/kJdsYrdv/knOBS/KjzN3ym77jUvZDwqhDNoqXof3/G4McbEfgOPaxcLHLeoiJ+kUhuqaNAQeezDflQ5m3JnkO65wvCvYH1TU+YaQvxVZYtdX3zupuG8W/tUvRdmthn/npAMBX5RHLgEU40/tIwvx9hbwf0jSfSi+6TimwgMM3uEyHbqlqT70gCfbBocDcN7adSWSktCfBNAJsji+7DDWXPwUkanPEKY8Hhn63RrjgKvGVJ2XMFbLkjpN2y5zB5PySYlbibGnddM3nPZ33Lp/OiZvKeS9ERhL12ZJlmb8dn/rLh8ms+yYHcxsmBUJg7T3PcVUnetyh7Dqtjh6L3hTvcXgC/rpSKlFIKyUD+MfBvgf9y+zX/NfC//6JP9YtxuDU1NFosRbaFndaCAI8CaeUiwWY3+0NM6IHjsPjNY0l3r2uaQQscG/tygXM2A88lvSUYIbbD9Gq/fa1PqtoO5ZuHeFcJuh1Bral7IfndEe4sRQc2TSdArRPUSqi16/f3JaAmdAUx3o6w0opir0X0aEYdKLRj0RztYK9yVh8e4F0lJO/sif9znVN3fdyrNc2ghZ1VtD9dXA+fjaMku9W25CB0lMzKJhusdY777JLsTh/twfqG2MKMraRaVYrZ+31M6FMd9FGlxOmFVxWLN2VuZmc1wVUm2jwLsj2P6KUM0wHKvs/mbhtvlktF6QhnrWpJFZPc7VL2HLpPNFU/QDWGxT2fzZGHbkdUBz2a2KUceOz9+ZLuE4kOdC6X1JG0wCiJH2xCW/Ra7nae6EuU3/K2vGG3T2q0axOe52hb4a807Scb0uMWnWcyRJcoPZvo2ZL2aUUd26hGWGyt85r4JMXOREqR9y3cpCFYCOcvmDeMvj3DWWaUXU+oIOOGqiXZB95G/KLRuGF1x6NsKZZ3fJxMk+y5uKmY1Nc3A8q2IrpqcBMZUWAkFGj54R5Kw/L1eAs30BTDAGMpqljhrWXDqx2pQLVtsTnymb/hoz2EHNyTarvxpKUtOjaT93yGP5C5rywwACW6vnAmm9p8x2P6Xoy2wVs1+CtDHf/yt+nP25L+PNtSY8y3kMXBd4AfImfRHwD/HfBPlVKPgSHwL37R5/uFCGVGWaiqxiQpHErL9/lmtBn1BN3tOiRvjahim6jtk+5Y+IsIH7BPx2Tv3iBcbkQC0gmwc5l9Nf1IpBgXc0wsan7tiiq92JNWz1mXkob15ILq9h7+46trFlz21r54Rm1xTNizram+0aimIfjkjPrWLt2HG7RrC/3Wc2g/mIt+bbHdHB52xBNalCjfwVqlMkPaBuzaqUgNsrttwssCO6kodkJcx5Y80H5EcJEQXLClnEiwyvqNLo2nKLuKxbt9ej8UpBKN2QacaLDloNRAuRcSXOVkw4DWZw0mkJwD7dq4m0Y2qoFFHbkEVxllz8fOhV+W7Ns4maHou4IXmmvCyxKrrMVPOynwZiXpzVjw4msY/84+w++tyA8i7EwSt8ILCUkuu0LuJbSZvxlf00DqyKLohvjLhmiyTaza2872Diz6j2Szq90t8HPb+sbPNmArkpsxTuYwf71F67ymddHQeNscA18eH2OYfmWIdqHoKezKonVWkOyFQvIYKMCmdd5QB2K5Wt4RxLi1YQvnhN5nBfM3RIOojCGYlDJGcGB526F92rC+4dA+qUlHDq2zkqCRu1/bQjxpPIv1sUf7pGR97JPta4Iri7KjsGroPRZ3TbYTMvpBzuZ2LEDPjlSZRU9R9BUYB+M4dJ6WhBMlDLyRh5Mbjv5kwyev4l59hSBKY8w/B/75f/DhJ8CvvYrH/2JUbkYLygjES3o6lsOuKLHSgvz1PcxkJoPjTYN7tSaaiAK+bvuYYY/g249kETBbSLuzFeY6z6+E5jtoiyl8pyNs/2mKN8uwsxprnUt7eHdftoi+6Lx0vyWzOcA/W9J0AppBi+ItWeCoombz1ZsUQ5/kprw11l05eNQ6vc42AHCnKWojP6QqLcjujXAuFjhZI/F/wVYLlmrcJ7IICZ/MoCjFC7suKHYj1CYTGu42QzWYVtS+Yu+bK9nexmIu/1w4bGwxjrsXa5pQgoy1Z+OkSA5r7GCXmuhlhp01lD2XzsM1wcML6raH9i2awLpW/3c+y+QQdBTeosY4CrXcEIxz2CrnZQgvwcTTL5stwFJmh9FZinakUrMLLQdRIjwz7Uj7VrQt4ouCOrIkGLktN9TyjkO+Yxh/yaXxthvWPQ9jiYzCKreRh0C659N9UpINHFqPl2RDMc33H+XYuWb6lSFlVxFOG/qPasIrkXD0H1WSBZoIM631eEl8Icgkf2GILxqsRrbKrZc12cjDWxmGH2fkQ5fV7YDFawHxecngk0Iq1G3anb/WhI/HeEsJ06k6MmO0C41dGtI9V0JhriyyA6HwRheG5d2QsuvS+JJ9mvdFu7bzw4roqqF1pnESQ9VSYKDsObIcGXmUseTLLl5/BaUbf2e/+ttfloXeG6DiiHq/x/K3bmFcB31jl2q/zeqWh7l9KDDIlwn5cZfNgQSRqFpMz+yPJKLv9gGqrPGeT7EuZ5KkhRw6OpBCtRj6GNum7vrUkSuYpVL8mcaxMJcTMfHXGt2JxL/p2DgXC6xt6IsqSlbvDfEnBbP7kjNqHEti8hpDs9/Hv9jgni/AlszVZqct8X29mODFAuO5spWsNe4sFYdBrSnvHUg03l4HE/nUOy0wRnIadtryd0oxtistbdjyjRZl20J7NvWoLY6NTOCbTlJjfIey51wTWXuPEqxURJ9FVxhxn99s2Ir6xhD/6YTo2UqG6r6Y5HVgy8Z0aONuZFDdjHpi0l9keNOc9qM1wTgnOku5/X/WWFWDP6txL9ZSUWbiHrHzmvCyYPWaUH39RUV8mhLOGqpYEqvWxw7hVAtdtgVVW1rCOlA0rsLdSAr7+H1HRgQXAnf0Z6KRa52VZDfatM5rwmnN8nbA5D0XN9M0HpRti82hTbrv4q5kCeAkjeSEThrWb/QoO+6WYafwFtV12Eo2dDDb55Ie+CS7Nv0HG5xMyC3i1pBD8uT3ZdtpHJv0QBYFqpG0+LJt036R46aaoifuis4jmyaUajC+rKRNvpKE+XCiqVqycTWWvA5WDfGlltnvZUnZg8U9C0m3F4H5K7n+zn71t7zqBmuxjZH79IToLEdVNfZ8jffZFcPvrWR+hrRk7kakA3nvJwlTKEV1a8TnCVnVQR+9N4CDEVQ17ky2Y6qsCV6KdMJZFiKKvBODpXA3FeGLJer44DoMptiNxcFQ1eIe2A7vzWxB67MNWAonkdZWTOIN+UGElRRkx22qvS66HcggeLKm6vgUO7JYSF8fsHlnlyZ0WbzbJ7ndIjhZymE3TeSg24lJD3yaTkC918XKa/K7w79Cfg0wlgT9emvN7K1QpBwnEzHKO5agzG2b+EUiiJ/x+rp99mYZ3Yfy2nuzEn9WXguVm1GXahCR9+3tTFEwQzIgF0px8HJNOQpxL9byJgOUwwB7nsL2gNWuLUr/nRblMCDfjykGHst7sWz4nuZkex6Na9FEDlUklihtK0Z/ucbYUMaKYGIYfSTVSedZSXxRYBeS8RldGKxK4y0KMbuHNt5aPmaVGu0o5m94UoFO5Wep+6whmDdCDJk0bG7K5jwbuWIFO7JZ37BJ9mTuGE41yaHM3txNTbAQyGc4a2g/XGKXUhWH40qSySYlyZ54Xg++IdtM0wppP17TBBZlW+QcwVyQ840vLXc+VLgbg3YETqBqQZ6XsaLoyaFfx5D3FfFpyuquVK5GSatb9lz2vl0weCB6vyqWg/CXvl7hzO0/xvXFONwcW5YHeY4KfNynF+iLK5pRl+L1PQFDVsJi85YlztWKo//rks6zHGuVYs/XYnafp1ifPketEtzzOdZ0hZotqYctdOThXSWUOzH2xZRiJ5RgmAvRdrkvJuQjCUhRaU7V8UR+oaHqeuhuhDtLRaLy9Az92jFWWsgP0jeXYngPbbAs4gdjMehvatzTqZjt5xL87F+spd20IDwTVBGWZGoaGzb3B0y/FJEftlnfDvEmiYhUlcJKK9FcuQpnXRCd5ez+0QlWbWQ25Sv6n+bUkUv52i7KGGZvxxjblohAJeLc4kYPLGkTjWNR9nyS4whnmYm/tO9Q9nzSw5B8O7PxFw3BpCQY59iFYfijnMU72/CZVUl6r8/myKPpeATnG+Zfka2re77AvVwKHaNscLJmm7cqpvD0KMAqG6KzHG9RkOz72KXh6sMA7UB2EFHGIlSNr8SPufcXxbVbwSiFt6oZfbSk6jgyj1SK8DSh8yRl/maAN82pIgs7N3SfFuQ7itUtSciyCo27brBKTefhStp2R2E1BruAwScFvc+Ka2tVFQnJxMobsoHN5Ety2C3e6Ym8Z+CR7YrgOh95aA+aQAmJZNcnudWiHIRbLh7b11PmelYtVWl4ZVjdg+N/vRC6cWjRfZzg5Oba0zr8UU3neU0+Cohfis6uiuV5J3u2gFeRN706VOhX5S/9u8rtb3eZrXxCOQ6EAabbxhr0UUVF1XLIj9qsvrTD8p0+dcsV7VonxP3+Z0IB8VyS45i6H6HfvCXez50OzX6f5ngXZ5WjPZtqJ8L/wTOa/eG1Tw8tCUvJewd4qwq9Zbg5a4E62llN+HQuFcVAEt3NvZsiNemLDWb1Rgd7nRN/MqbYCWV7Wzd4z6eYdoSaLoRSssrQvsvyyyPspEJVDcmhL8HKGsJxSfQikei7joO3EQeEtxASCYB7MsHdSJiNez6nPhoQnK1pPU9xN5rFPXEK2GmNqg39TzNwLJpRl3y0xaYfujSxd21e9ycZ7QdzqlFMeJpgl5Ik5WSaZMts2xw65DsexTC4pl70vz8TRFMtsYHeWvyr1U5E+2mGqg3NTpvs3g7uukR7ktSOpWg/TYjG23/jRoRxrGtOXONJldY+k+zVfCgHgbEEPpkciJe67LjkOy7rGz5NLB9rfEX7tKAchWxuRrTOa+bvdoguKzovKpJ9j97jhmBiCKdy2GrPws7E0F+1ZHmgXYv4siYfuhR9F29eSlKWEiQRlqL3MGX3uzneLGd1x/qJ/ctX1G0hpKga0gOxR/mziiqysCpN58FCWtOqId3zCccVq5s2TtrgJYboTJEet7Bqw/KWi7Fly+tkmvjZRgKFXCV4qI5UbnZpaFwBV1qVpGr1Hpe0T2ry4Svyluqf79cX4fpCHG7KdrA2OdWdfcxkJuSNRqgXTtKIwfssp/UixZ3L4sGebag+eE0CUWYL4tNU7FWBg1qusWcbmshBOxZqlQCI6fl37zH7UofNkc/0wwF1PwQFwVWGsyyw1jkUJVbVbFX/S0mNn2d4J1PRqYHkFPg2wbM57SfS1jU7bfkB97dm+Dik7oZk796QkJvZEtU09L5xgipFVhJMq61ws8YdJ5SjUNqyVACNVceTQOO39sVkP+qRDyRUZfFrh2R7AZt7Xcquh1Vq2idids9HAuVUjSDcraQQvlroCKJcG5J9j/mbsQAqRzHu2YL0ZoxVG6y8kQVDV7E5kBi7dGRvKy4bO685/70dqYBrTXCyxKoMyXGMqg112yXb9ak6HnbWyJuSpdC+JF5l+6HcgKta4vvaDk6qCaea1W2LxX24+tC7Rn2nuxZVaNF7khPOavK+s40UFAkEsJ2Hbd0Js5x0x8LOJEu07Dn4FxvCsXyNl2iBT7ZdnKwmPQpY3A3Qtkg1tKtkzGBgc2gz/kqMm+jtxtZjfTPg5e/G5EMhOQ8eNIQTuavd1JD3BVsfX9XsfqRJ9m3ykUfvk5V4Qn2XYC6pa/FZzuXXfFQjlrP1DQs3kRxTJ23oPamYvR0LGQfYvCbh09lAQAX+woCBbMfCXzUs77gs72xLNUuRD+wvDB33P+b1hTjcQPj2zqNTyS/txOi9AXUvFB9lJXge7QsFhPFcApfPFtiXC8r3bqE9G+9siTtNyN69gQl9EYH2PaqbOzg/fo6zEWGmsQUP03mWo22L/vfnAqsMHIzvoPcGIutYZVDVOOsS1RjyuyOyPY9yFOKM1zSuhY4DtO9gjRcY28I4Smi3HR81XYAlWQLNqIe+tYeOPJqDgWjmXBlkt388pex6JK/1BJ55WhA+meEtS4Ln0po4SY1Va3TgEMxKGUI/WhNcbTd5V4nw2iyFqg3RZ3PqgczAqvs30LFPNnRwVwXrd4YoI1yx7rNcxM++jWmF1IFF/GSJez6n8S16nzW4qaH7rKbzTAJfyrbN5dfahGPN+thj/LWuVNLrGrsUwaw3y2k9XVN27K31yxaUUtfFWRYUXet6DuSmGjepKTs23qohmBqCsaLzVMzodSTDci8Rkq+daXofz6+zCYKXKfmOJ5vfQsz+xpHgF6FtKNxNQ37YZnXHY3NoE0wrgvlP7vj4NBNBridMtMuvutShVJjBTLho/qJi8KMUf9nQfZyw80PZejpL2YLXwXbzWRnilwVVKPPB9qdzgrmmcRXlICTbD7DSEnddkd7uSrp9LOZ6YymO/s0C7cLinsPJPxBBdP+TlGzH4epD6Syq0MIuZbkQXcn/I28ptiyrks1usucyf0O8u62LVxPt93dt6S96KQt1fCAhykphFTX25UIqnJOltFrPXqICXw4536PZ7+POc4qBRzOIoRH2WH7Upv1gzvx1SSRXsaROtX88pfVSbkJnXeCuCihK2bS6f4XYuuNLVWgM9mSF9hysRtP9zqUEeEQ+wYsFeovunv392xhLETybkx+2CZ6Mmf+9g7gLhAAAIABJREFUOzS++AlxLOzJSrapxkhlaowYsDshTlILOXirtDeBtCL6r0T8NZEjwt5lgbdpSG/GOLOE+NMp1nxD2fWwi4bNsU952KHqetSRi3u1Zn6/RXRZCWl4q7zPho4cao7kWqpNRu97E/KjNpv39kW2sGqILwrCkxXeNCc6L7ZmfbmZhx9vUA3kuwHpgU/0aIY7S4VcvE2XqmNxYCxv+4QvE7LDmM5nGcGkki1sIh5ao2QDGU4lB0C7ggePXxqCSUUwLYnGNS9/x6dp+6yPBGtebsWx4eMJzqZifctnczO6bmu1a2G2FUx01RCNNcm+R963qENrm//gi4d21RBdafY+quh/NGb5ulRsZUdhFQ1WLVDO5DhifeyQjgQWqhqxQEVPlyLVcS2ZVc4K6n5E55MF3qa5zpGodiIh9M5L0h2Lm/86I7rUZAOb9LhFONO0TjW7H0m1OHsnYv6mhV3A+sjG3WKcGlda0uiiEmnLZXk9f8tGsvjJhwIj+KWvX7WFwhYg922l1Pe3YLn/fvvxnwqVU0r52z8/3n7+9t/4LIyRSL44pNxriQf02UvsywUmCrBPxzCdS65CHIkly5Ob35pvMI5F/HCG8+wSbIv0wMebF8w+HGy3RTbJ+4eSHr7fJu/bWIWmCV3K3hYCmRfCHos8rMWG+FNZOpgooOm3sYoK5y8+RbcC4ucbsWV1I3EztAPCaY2zlo85SU110CeYSrKWXWqa4HOGmWwRlTbXAcPJsTxOehDiPL/CvVyxea3L+Mux4NLP1tShpKw78wxrupJt3aSkOOpiApf1h4cyOI8dWicFVcvBn8qwev32EDfTpHsu2rNw1zXlIKD9QtBHxrawNyXpmzsAeLMcb1WRvL1H0XPIBx7Ld/pU/QC0YX0kgSPD7y/Z3Ioo+kLzaD9ag9bkBy2sVKrIne8s0a5ifStg+L0V2VFM9HCCnQinL3wyxckamn5E/FLIF0ob9r65wltLDN/whxusSlPFkjx/8P8UaN9m7xvzbWvpyGby/ojV3XjrtxTd3MWvt1jfcJm+LcEqSiMgyUayTEX/pkn2HDrPcqpYQluq2Ob0H+3Rfp4TvUiIrhpU0VB2PfoPC/KetI7t05p8YFMHFt6qkaSsrTbQ2zQ0oYOdlJS7Md6sJBsJPdhYisX9FjqwGXxaUAw8UNB9lqO0IZiW2JXBW9bsfzujfVoz+LHGWxr0VuPXfyx0EO0qqrag0PORR+tlg78weCtDMDVEVxqneEUnzq9Y5VYAv2eMeR/4MvCfKaV+nZ8NlftvgLkx5h7wP26/7q+/jMTW6c5P/H7ll++I7KIowXUxhyPUfCVf73uo+YomFluWPVnR9COaGyOqUYxVGYphQP8HC4YfZ7iJCCKtRYL3fEr/OxPsSuNebkm4yw3JV24SPrwSGklR0gxiwm89lhcpFdO7unOMSkVMm9/sYZ+O8Z/PsNKKvO9IeHAghvGq61H2HPL9GKsQ3LTutWi6MdYypRm2qUOb+LIivCyw8obwqiB75whVN4QXOft/NgNHIgWDkyWbA5tiN8aEPtnI25qjt/ObSSmY8MczGl9yRJvIwX0xIbwqmL0l6esnv+9jVxqr0qQHPutjeZz8ICI8S8hv9Zi+1yYbebhJTeNxbfp254JLCmYGf24Yf1W4dTs/LMVetBcx/Y19spFLsRujPZGiBJeZVD+jEHdTs35vFx15TD7okr4h9JBsT1DkQsiFJnYJrkQEu7wXM3s7EMHzWhYAp39f5pnRuJE2vSfD/mBayb/ftWkCi/1vbmi9rOl9VrPz/UScFbOSyfuKKrZon9ZM342Zvi86v86TFH8h7o7BgwpnkbF+XYzt+aG8ca3ueGgX+h+vqGKbwbfHGBuxb4UiudkcCUvOu9xsN9wWVdej8zQlG7mUHQe7FPzS+oZPumNT+4r5G8HWZhWS9ywuv+azOfK5+LpLciCvjZPA8o7N+si9ZteFlzlXX5F8i3THJjkSPJNsT19hg/ardLgZubaeI9ztL8PPhsr94+2f2X7+97fG2L/mWQheZvFuj7Lno0NXbqQ4FLN7J8aarUk+OL7ehOZvHeGMV6zu98jvjmhCh9VrLbyTOXZhhHqbVyRHAcFzEcrmd4fkd0fodoA7Tq5zSKv7N/CnBc2oKww42xYu2sFIeHG2hdqkqFUiKKVKy3OOQ9jq8eKXBW4iIcsUJe6ylLnORYL2RB3fhJIXynyFlZYyR6s0Zc/l8uvbtKOXa5Yf7n3+4stSJA6o9tv0nlQEJ0vKoy7BtBKf49mCqu2xuSEZD/WwhV1oyYsoNcW9XYylaD8z2CUc/UmJvSpx57kM8GdSRQTnKcVuhDcvSPcV7ceSverkEnRiF5LyVHUcnMJgVdD/NCccl6I1m5U4WY230QRzCUOpI5vZO23yvZDWg9kWiOnQ/nQuOJ8nOWXHZn1LKBd5X5HuKZI9qVJn70q2qJMb+g+L6/xUb16y84OGJrTZHNok+z7hRUYVCyTATTXt5znxiwTt21QtaX1XdyPKjk2652PnSpBBW1rx8R831za03qOEvGfTeBblbkzeV2RDe9uWGQYfp3Se16THLdpPExYfjBh880JwU6uSJnTpPC2FJnyjIxGUWlDiVcvdznw1m0M5rNxME00anEICaKpYsfP9jGChGf64xskMwZhrJHz/cUkwMXSel3RO5PtNboT4C8PsvkO+o3BXsLjnUXS2NOfol29LFb+C21KllK2U+h5wBfwR8Bk/Gyp3BJwAbD+/RAyw/+Fj/pPPQXalKbBzsaD4U8njrPqBZCvYtuBsogCr1FKpnY4JPjlD98SU7F+ssbMaZSB9Y0TjK5rQwUQ+vY8uqAfiCKhDgU6qskbNV5h2xOa2MMDUNozZPp9A04g3dDwXXtzVFL0/FLP8dCXWrXmxDYip0Z2I2dsBRU9az2anLSSSpxNU1RC+TAhPVrjPLjGeA6O+tNSV3FjR0yW9z0QHpnI5FJ1lJjdGKT8p62NRtVf7bWGbRZKoXu91Wd0WcWr4yQV2UlDHDqvbgcz3gHzHIxrXRJcFdqUphwGTD7tCJfEV/jS/nluVfZ/eZ1tzfG1EenBRgAW9702wCo2/kOWCVTXkAw97VaIDsfvUocJdi5UpPFnTfZLT+BblYQcrr0n2HfJDeX1m9wNJV/9kjT/NKfqKbF9T9BVXX7Wwc1n+2KXMyD6PyFvei7ALcS10PytRZhvF6EE58GSrG4vmrWoJzDLdd+l9vF3OZJr41DC7LzKP2XuGZE9oHo1vUbVconFNsmdRRza9RyXxZS1i4K1lTZKpLAkOChTj3znAajTpYYidVViNwZ+VZENHwAGOwFKDl2uRbPgWwXS7Ec0k1CcbSt5D51lJtufhzyvBqiMBPiixwKEN4axhdVtiJO3CEEwrWi8b9r+ZEV2I7s1fGtpnEkBT9F5B9farNnMDMMY0xpgvI3ylXwPe+mlftv3vT3uL+P98u8aYP/gcZOcZT/DMnhJLUCNSBDVfUby+h3cyxwSuVDqbnPTLN2lujGhCl/ZfnqHyEnuWEJ9kcoBdFfgvZuLl1FrSm4YtopcZ5fGQ9FaH6vYeap3SfrjEm2ylIpEvFJF+R+xX7VgqxXtHMiu7mlLc2xWE0SoTi9TdfXTkEU6ldUMp7FkiiHHfg7rh6utddORR39qV728uFadxLGlXRrF4M42hPOqTD12qUSyeSWOw1inRlRxUZ78TXvPAPscOtU/FsZG+cyCUEFuqASvJt/y2mtmbLrP7Aeme5BGMvjUjGOe4Gy28uRcL/EmGN8uJz+TvZXs+0eM5myMJdElf6wvFN7SYvOczezumDhT5YYRRimKruJclisLa5FhVQ/x0g9KG5E6LYKHFE3oUY5XgJg3J7RZ1y8XJwBrlJLcaug8Ft13FSsCepwX50OXqa6LnKrqS/L58zbvOf+g8zaX6ciDvy3wOA41nEV3V1P2QvCfhLt1nBf5MpCiHfyaHQXLgke67YuYHwpm5xnUnew7at8iH2yyIWSXaO1tRdhT9TxPRq53nlD2fsuOwvimzWHddku1ITF9+2KboCFbdKQx2YdgcCsY8mGtqXwmxdyoLGCfToGSxAlug5q5LFVl4GyOuC0tYcNdwzUBmikVXYdWy6Q5mr6ic+lVqS//qZYxZAH8C/Do/Gyp3ChwDbD/fBWZ/02MXAx9/0ZDe6pAftHDP5+i9Af4nZ+C56MgTX+Nuh/Bbj7HPZ7iXK4n068YwW0ia07om35WQFGwbM1tgXUrCuyoqyUiwEKxQFNC0gy2zTbR2pt8RqcmNPUm3h2sgpL5ziP98RnrgU+23sROxb1Ut93prpSMPE/noqwkqzYUGkhispMBeF6zv9zH9Dm7SkI8CvHmBndZUHY98N5S2LxOaax1KZdDstLdSEMPeR3KQxT+6hK3uKd11CGYNTlKTHcWc/6ZD4ypwxDOqjKF1rmmf1rSfJmhffJiqaHDXFcZ3Wb+zIyTgrEJ7Ftq3aX+6ID/uEswa0l0RyTpZTRVZHPypoIaqlsJJGxave+z+4VOCqxz/Yk10llId9DBKkd0Q7RsGNvs262MRJrdPSjYHMiszSpGPDNFHEdGpTbqvWL2u6T/MqQPF1VdC4tOMe//LmqKnSA4t3ERLu+9ZVC2pqLKhjV2AXRmKriXgx4cLjKXYHPq0zivqyGLxmk84a9gceRRtC28tXLb284JiJyR6ttzCJTXRRXV900YvM8q+J1KTXKgvwVwzeyumbCnKgcAGvFVN3pcttHZkcxpdleRDl95nuRxYJxm7H60lxm/gYFXQeZaT920Wr/lb/WUu3tHKYOdQdqFxFU6uCcclvcfltZXLyTTFQFri/T+doQwkuzL7U69ICfIrdbgppUZKqd729yFC0PyEnw2V+z+2f2b7+X9jjPnrv10lc5To8UzM4xrKYwFU6t0+lBXO2UyyPydrGPbYfHAk8zCtqbcbT3+SYVea9g+vUElGftyF4wOJqbPB2ggKPJiU0pquNjjzlOLmQCLtXAfKCgZdykFIftCiPOxI6tWwjSoqyqM+4bgk3fNRRY13uZHEoXmzzRAwEj349l2M71KHNt3HYttSSYa7qtGRR/Tp5DplvW65OOuKorvVfa0ExPh58IsqhO8mroFaqLX39wgfj9ncCPCXmujjl5K/6lnsfF8sOnU/Esva2RIn04zfdxl/2MJOStxVIRiipGR9J6bxFHZeU/dE86Zti/RWR8ixtsAj7VxTtRy6jwUGWsXbGdjZkvZJzdU/vMPmViS5Ea5NHdo4U6nahNxh8Fcy5yt7LpMv+WS7MhCv2jY3/lhkDP1PG8KxYf/PIR94FD3F6i051DevtYjGMuy3KtGlNZ7oy7SjGH1rJtvExhDMpXVbvNsXjLunxGu6rXiTfRs3M9ep9K0zoZw0viK72aXqOLirkrLroD1hxU3fFZxT3rfxFyLADuYN8WUtrWtlcDc1dWSz/+9mFANXiL+LmqIvom2Z+Qnht257xBeS9Zr3hapiVUL2jS9rsv2QcFyxvO2SDxTFUKM9yXFd3xCKsbtpJEA6qdEOaN9i8W7vmtC7vq2ugZa/7PWr1pYeAP9WKfUD4C+APzLG/Ct+NlTuXwDD7cf/KfDP/uZnIZmRKs2xTi7wL9Z4z8aYwOXqN/piFA99CRvemo9b3z1DtWOK3RhnUaCP91FlTdFzyW8PMVGAP8m4+o0BV18JpVzvxhQ3B1RtF3VyKSSSdYp/uaH1idibmp02qijRniXC2GkqHtNCchOcdSEcrk0Djk01kkXA57Rb7drUg1hcCjttgnFO1XJZvzMkvb8nM5fJClVU+JOM4GUq1p9YDNbe9oapY5t0ZJMPJB3dmWdYhbR8n8fHlbeG2KVIJ5r9PlYp/s/aVxQdSw6ue210NyI8TfBWMHiQs77XZvlGSzaroUvtKxavC1Gk3Mb6NYGY161SFg7L11u485zomWysdSTtYPezkunXhcE3+HFCumMx/u1dkuOQYuCSvj7ASQVTpbSo9+1MFhDtU037hab9LMOqDd4s4+a/mlJuLVBVKG0VwI0/tEgPhMSbjrYLGt8iPTQkBxbnv+lItOAgIr6Q2ZmTNgQLTRWJY2PwozWLez5ly6L/KCecauKTDO0o+h+NhTYS2rjrhqIroMirD1toV9F6KY/ZeVExfzOg+2DN+EtS4YUna9bHDrP7LnbWcPmVkGTP4eJ3B9SBRb6zleBsJHxHOwhGyoLVTf8nntKZuYYUVG1FNhDWXjZyGTwo6D+qaD+xcDeG+EooJ1a9fT03hvPfjIguKtIdSeQqWwonN5RvpdejjF/6+v9R5fY3wiqNMT8APvgpH/+pUDljTA78V3+7pyGiRi8rUErBOsWEPnU/pPeoJHgypjroy4EX+qhNJtkGWUnw/Rcw6qPSnGbUxV9UFD0Xq4olMWmqaQKb+es22aBDONvG0n35Ds6ioLoxxKoayoMW3rLE+t5DONzHn+ZYs/XWTVBhbKlSip2QzZFH/1PJJbVXJSpysZOS7DAm/uE5etihbvvYSS1zv+5AaKxJTd0NcYBqKIuM4NmU1ft7ErfXiOB4fewQjTWjb89pYh8diCFfuzZVy6bz58+p7u5L8nio8JaasuejNKxuebTPqmv1f9G28Loe7qbCWxrstCbZDYmvGi5+bxd/ZYjGNa0zTdmV/IF61MY531ANImZvtyQabt6wvN8WvZTh+qZSRpwezjKj2G+x/6dT6n6EcRTpno+1fUMqDzukI5vR//aA5LdflyT2Qwt/bigHoqI3jtyB0bjGbFPjnaSm9wTSHRt/rYnOcoqOkEq0owgmCquE+ARWtyyiS1gfSUaDXTjYhSa+0iS7DsleWwCb4xJnnuG0hKHnL2oWH4yIrkquPgyIzzV5T1pVLARj7lgilO1JwlR6Mya+1Fz87pDhJ/l127e54aNd2TIbS8S0o2/Ka1KHNtqzCK8qgQy4Lq2z8trk7i9qsqGDv9aMv24YfN/GS8DbNBQDhzK2aELYxBacQtVS2Lm8Tkob+g9r0n2X5RtQ7tTET1yCucL7cYR2/3Z35M+4Tb8wm9Cf5/piOBQaMXrXu53rRHhVVjjLgvPf8ll9eIB7OpWBudaSNO/aqCTDHI0kRCYRuqv32RXt77wU/55SBJMSd23ofdZQ9EVy4m+9iPYywXnwAkDkGlWDeu0WuhVgn89oRj3KrofKK8pRSHbclnmUC2XPl8NtmeA+H6OyEjsXwKVxLLzH51gX0+t5mXYUm2Mf41niN92TGZZuBTiZphx4dB+I/KJ9UuNuGrIbbZxZQtVySI9bVB2H8LIg+eCYsitUW28th3X4eEzVtmmfVXjzAnej2dwVjpnVGLGXOTIA/9yK031WU3SknfEvhMFmApf0wOfFPxpSdRy6T3K8jczzuo8T/Llw1/xJgZM1ZCP5Plb3e6jaSDvXdqliOVjSfZfGtfDOloTTBn3vBt6qEjvbyFCHshjRrqLY2UYkZjWqgaplsbgXULYs8cxaCjuT9rR1WuAUhvhciMCLt+V1WNwN8NaGYCaLi+jxnLxvE1/WVC3JNNW2hfHd6wqjDoU6cvnVAFVDPtiG2hjJUtCuOACm7/gsXrMJJoblHWG5BXNBEk2/VtN/KElb8Ut5A0BB0Ves3u4z/iDaymMEj955UeDkMiOrQsXmUFwU2lFUkSK4FEP85tDGm5WElyXJoezqOs811vYwTfe3PlhXyZJhrYnfm9HZ29B9KvGO8UvDwTeyV3OvvsLKTSnVU0r9S6XUA6XUJ0qp31BKDZRSf7Q1B/zRNiXrF7q+GIebLT5Oe12AbWE6MVgWxW7E4b8TPRbGEH38UhKldroy/3ptVwzo3Qh2B7iXS2gamp2upFJ5Fs66YOejGf6sxlsZWp9t8GYZ7jSl6cboezfQrk38YEzd9eFqJgnzcYiVFgTPZoII0ob4OydiTj8VH2TV9qCsaEY9NvcH+B89AsBay2LCtCKMbeGschkIl0aCmLOKYFqJYNmysEotrUTgEDyZEr5MKDu2ECvaIpcILzLCs0RyCTJpm5zLJeFpQvBiQXlriLuWQ2hzK0K7ivgk/YmUYJMTzhrqyL2WQ4DMRzY3fAnBKSrSWx3CS8nmDC4zyp5LHcpW10pLtCu/H38QM3kvxKoN61v+td5N1Vq2rksZxnee5jhZQ3pvQPQioRhuIwBXNdG5ukaL24XBn2SoQigZwUVCdF7QeV4SzBv8K9loL97uCBLpK/JvG1sgksPvWcQvDcaBxpdqxlgw+9oO/R8sUBrapw29H60pBg7ZfigZoM+WuOuGvCvSk/7jCjs3ZPvmek7Ve1Rev1aDByI5iq40/rLBTUUM3f7UFb9syyJYSEB0uq8YfLI9jM8anE1F+/GaKrYoOw6z+9tE+B3F8ONiSyOB3oMNwx8JuSS+EJfD4vVALGkOWwqxHKC9x40sTipDHSqSfZvF0z7qj/u4iUhntAtP/ttXc6u+4pnb/wT8oTHmPvA+Msv/Z8Afb80Bf8zPM9b6GdcX43ADcGzqTiBOgFVCM5QUdGdT4S5LTLdF8v4hdS/EmiwxthiiVS65m1QSFKNHPap+QB3JSl8HDumtDrP7PlVLiTleKYxto5oGa76RQOZhG2eegdHiKWUb5oy8g/uTDNNpET4eE75Y0nmwEKO6UlifndD+4ZUkb13NJUnrfAyA+3wsGQilJjoXiYFxRbnuPDoVTLolrZizyslvDzCuTXReyAEcygys7Avkcn1sMX4/oPWyYPw7+wDMvzqSSimrxbS+EG2T9mzaf3mGVWqS+yPswrC67RGMc5Z3XBZ3XXqPSsJxRdPxpPpqDMaRDIH0KCIb2LQfr8UJYW8ri5ZNfNUw/CTHLjTDb1zgrOUACJ9MJQrRUeR9ByutyPakZU5vxmhXuHSqNvQeV0zec1nfcAk/eoJ2bVZvtIkuC7LDmPmbIYvXpTIs9lu0n0jMYNlRdF402LnGTTRuIlF7ViOtYDiTiuXz6Lu6HzL+sku6Y5FucfDGkvCU9Zt9vEkiVdJNw/qGQx0qwgt13YI1oYXVaILtSCO+aJi/abG4K28U2lZEV5psRw42Y0Ewr+l+JkEz2dDCX1SybEGgDdnAJhzLKdB9Iogr7cqMbPm6oNJ7j+WNffKefx0d6KTgraVt7j/K2RwIGcTZkoWdzOAtLKxKljjhtGb+GyX+g/DV3KevqHJTSnWA32U7qzfGlFs1xl81AfwKJM4bLTTeWstsabGEWpDW9ngp1IWiJHq6xJlsaPalUvUfXWJCXwzvWmMtEup+iDfLxNO5lsPEm5c0Ifhzw+ydCHuyxEok9Fn3WzRtX27cyEPfPgCg6UeSjtWL8V6uUGlB+lpftp55Sd0Nsc9nUFWkv/0m2b2d629HRx7ll+9gTs8xnRh3mmA1htWdAONYZPshxX4b9naEYjJyiZ6vMK6NfyW2qWLgsXyrh3u1xmoMwbO5pE891ez9RQrAzneX4MgMpwksrr4qSVdOUlPFQiipjnewCtmw5n2bzrOSsucz+suEfIS8VtMcO5UKSigctmi8XMXgxxsh5/ZcOfw0BNOSxlXkQ4+8b9MMWoJfn2woj/tUw4jGt7FLQ9UP8OeVHO5n8rxxLIqBy/Qdl9appvOsZPH7r5MdBHibhs2hbBP7n2YMfyB/xy4akpsxVVti6vKuhZvIdrL3YEOwaKgimUF9bhLvPk5xNxX5wKP9XLPzwwx7qy0ztrRz0XnG7P0+4VQTTORjrfMGLKn+UAIVBQE/ilnepnUim9/1DUc8pJ4inMjGtmxbXH7Fk5lhpuk8r6lDIZHk+zFly6IYqOu4Pe0q/l/23uRHsixL7/vd++b3bDbzOeaIjMjIrMysruqqHqlmd5MgBKmBXmkvENBO0E7/g1bSToBAgOBCC2qhBUGAIsSWusVuqqpYU2ZnZGTGlBHhs7vNZm8erhbHwqtFUGBVdTQUTdQDHF4RkeVubm7v2D3nfN/v8ycF6cDCm9eE56X4dzd3Z/tYciT8qSHZFwEwwOXHAU5s6D0tyPoW7WMhCudbFbUvI5jxN1x633PfjhTk5y1sP9/J7Q5wCfxjpdRPlFL/SCkVATvGmFOAzeftX/bhvhvFrTEsPxpC1WBOL9CtiGwvpAotygMJQsZzpbCUFdZ4ifEssvu7rB70yEee5HW2Q3Rek+1GqLQgvtOlCh3KrouVitq9dVpR3NnC+A7cvY7KS6xnx6xuhlirHFU1ss2sGhrXZn0rAktT7nQkDerWFsVBH2sttrD6+jbeNGd1ICb8+toWtW/TOJr4H3xMuRWR77ZxZhm6FD0fSDgyVS0yl8ww+7hPMQiYfdwjG7pXQMjj/3RbWhBH8g3C05xkzxOSxSBg8o0WaEU60Oz/y3OKLXmHbn8tfDorzje2L+g+lVzN9b4tCv5hLbkSlpIWG5kh6dJQeaKtmr3fwlkUhMcJ3lSyD8qWyB/aX87kZhoF1G2P5G6fbOBShRb2SrIMFnckl7WKLIqeR+vRBXqZYsc1rSMBXNa+FuvVliYZ2bROcoquTbrtEV8PJBglsIkOE+JdGyeGdEeJZMVR0gpPBT8UnVfYuWHyoUcxcFndDImOEryleFKDw6UgmDwRByf7AW4s7XP364bRpym1q2gfytxP5w3zDzrM7/iSUTCRYlxGivU1jbcU6YekxIuAuv1K3lQXd/XVv9W+ZvKhL9ar3LD94wxvJjPHZFsz/ijAjQ2z+44srJ6VnPx2QDawUA1s/SRm8t0K/1JkL8FUZo3eSoAI4UVF0dbiOBlb1D5cftOm/7TCKsB+CyM3xS/Ulo7eOJA2H//Vv/PlbOBbwP9ojPk1IOav0YL++653o7hZljDoxwv5s23jX6REn51ij9cSVWcM+UEX0gxjW1jLDGdVEJ6kRM/npB8eEN9uYS0zghdT6n7I/I6NsyoIXi+wU4O3MITPZgAYy5IW1bUpH96gdZSRHbTFGH97hF6m6Ly/QEHiAAAgAElEQVQkuCyEhvv0BL0UYKWqJNavCd0riYi/kK1g41hXqfHOqkbnNe40Rc/XG+IFuEsJk0lv9ymu9/HHBf1PRefcPsxRtaH2LKKznMGXpdibXJvoOCPe9wR141nouiG6ED/j6NM1TTfEnWaCRfcFZbR42MNaF7gL4cd5M1HWV5HF9g8U6xsh2XaAM8voPFkK0qhs8JY1qwMbN27Itj2ynQA7lWzP4FCChrP9NsmWTdnSm+dU0f5KOHDG1TiJofc8p3EU3lQoIcX1vlBK1iVWIVF4b6IWq0BtktPlxOOPC1qvE1pPxT2xeC/CTiVbIDg3V7GIVdtDl/VGHiJFsnUqc0xjQT705YTpWZz+3lBM9a54S51lRdaVYb6ujCyitGjg/FnD8paLNxdemq4MeVexvC12t6JrcGIJs5l9KL7QxlKgYe97Gb1n8ppYH4jObef7K5KRjT+WbWkVKOxU5o0Aq+ua3vOK2hOtY+dVgz+t0aVh+o2Q3k8crAIqX5NsyfObtzWrGxorr3Fiia2MjsFKofu8YXUgwAR3+Xb0Gb9AcRu/cSBtPv6nf+dLHQFHm/xSEB/6t4BzpdQewObzxS/7WN+N4tbU6KXoybh9IPmg4yUmlbebxrNoPEdY8ze3hePW8SXk1tIY1xbKx7pGJbLxO/uNFu5S2o/Vgz6DxzKgLnfblJFN3XGxlhk6LXGPZ9izBGdZoKpaZl2DiHK4UdYrRfHePuVeh/JggM7EymONl9Rtn/WtiCKSp7KKbHFbnCf4LycSLYiErWRdWR40liw6vPMEnQlqvPEcmeE1EJxnVKEm3vVkE9ZysRaxQABmFYMvUqbve1hJhZVKivz4kxZFV1wOtaew0orGs+m8iKlbLt75GmUM87veZhD/s5T2KtToROaTqpJBU/g6pv8k32jmhMBrbIU3K1nd7xLvyMJjdVNtYupcoseXVP0QDFhxiZ3Kq3xxW+ajNIZs6BIdJRglxSzd9iQ/oDY4ayNhxCNXBM1avu7ygz7xjYjWoWQZ5ANDuq04+y2PfGALBHMj5H7Dw6s8gU7Ge5pkyyYYi0m+96LEW9QMvliTbNm485zWqegMo68Fn+WuGtyVofdVfBUFKNYmRTCVx9k6bug85+r52/metLHRWU4Z2STbLs66ZnHLZ/B5QrLrsL4Z4i0bip7N6obe5DRsbFcBDB+JMDm8rGVJ8XUqwS9aPKV2ZgguG/zZz5KsrNKw9akACfxxQd7WGAWt04bus4TaV6Qjhbt+S+Kzt9SWGmPOgEOl1IPNX71JnP+rJoC/ag74ha93I5TZIIQNQF/OhYaxN0LbFk3oiYB1nWFdyhZTlRUWEExjslt9VC3sfud0KVihwGH4SAi11iqnvcpRaU5xvY8qGhwqdF6LiR3IDkboUqQjqhttCl+BsjRFzyE4zHBmorQvrvcphj7+6VpCVjwLZ90w/sgiOods6NB6naLjjPM/3KP7XAbtVWTR/zJh+mHI1g8XLB506DxfU7UdWkcZ2CKidS5WxPcHRIcJVIIJSvY85u/tMfxsxfl3O+z++Zpg4lP7NroU2sngcQqNocIm3nFpnIDWq4Q6FB5b42gBDOQRrZOc2X2f/pMMKy5Z3m0JF06Ds5bcitqzCF4vSLcGuHFD68WKfFsG4u68wk4EQrn7g+IKyY3nQmNofzEhvj9gdU38n9FpQ9m2CZ/PsAeR/H4Dm+hUdGW6gO0fJ+QDFzuTPNOiZbO67lE7ivZhscEnyTLDjhXZVkN0qGksxfmv+wy/KOl/FZPu+ISXDe1HE4EMOHqDKJKQ5aJjoStDtTHHn/1WRyQxXc16r0M4FiN6eBKzvBOhNpo+J2lItiRRy0kkVCbZ9pjdc3CXht6LjPW+R2NpAVBuhVilZvDZkrrl/uy1rsQ9MfiyviJ1FJG+OlmJsNem87pifj+kcaGxQFfiWmi/Sph+IFkTdiI0XhD9mbEV7WMJrPbHhbzJzgytE0PeeUthym9XoPtfA//zhgX5AvgvkQPX/6KU+ofAa35hzezPrnfj5KZkCA9gshzTaWGdTTCtgCZ0MJ4jDLP3d0Uq4rsYxxLm2uMzSUU/m6GWa9Q6xb5cUvRsal9T9YSm27R87EWOczTBfXLK8nZIvh1SBw7+0RLvyxPZiuUl7pNT8p2Q6cOAxW1HiqDrSNRfT9LWq15AudMl2dkEOHtGciQtCXGpBxGqAl03eEdzoseXKGNwYnl16NpQDHxqT2gROinEs7rdxhvnrG5HxLdakkvpgj8XuOben46pugG9z6X9S3dcvIuE5W0fXdbM77m4scFZN2TbPlZSEZ6mctN80Be6RAO6gPWBR+PZ9D6f4awKkWLUhvBwjdGwetBndUMorsv7nQ0SSJEPHHTR4L+cCajgPMVdioyk7Lo0oYdqDNs/TnBX4v8Mn00loWyRUrVdCYxxhCyrS0M+kDlj+zDHXZQE04q8o7Fzw/K2i7soufzEx5uW9J/UuAspCJWv6D2v8S8y8oGcAmf3LeL7A8YfBUw+9HCXG59pXhNcFrhzsUc1jmL4KKdoa4qWnEC9cU7etVjeifAWMoWX7bPCWxrSoebiWzbJjkPrVKCQ7eOSxtJEZxIiUwcixF3vWiwetpnf86UFn5SihXRko+1Pa/Lez2Qc6UgYdJ3XFdOHtmQ5WNB5LfM/N25Id3yS3Y28pzIk25qX/4Xh8A9t1vses3sutauY3/NBQbyviI4zmrdxjPk5W9KfVwpijPnppmX92Bjzx8aYmTFmYoz5Q2PMe5vP/0Ff+v/X9W4Ut8agFwnq8Jzy41uglNB4z+Xn0rO1tJc3XAlIVpLapKpGWG9FI8EpH1wjeTBi8lu7VL4wynReoaYLKZBKgWOTfnhA/7MZ/qs59jQGpWh2BqI1izzq3eFm8AzuwlAHDlQ1xd1tvHkJWmw69iKl83WCN04JjwXxHIwreUxJwehHM5GXNA3VTvfKRQDQer5mcdthdWAxfSDY7Dd+0sa3CM9zljcsnFVJ3tO484rG0dL2AXXbE3mKVlRtj/7nS5Z3W+z8mxnRsbS1qkYKuydZDatrFv1PZxQ9B6swdJ/GIhwNHPRsLYigtksduXjTnNbzBcGlofsspvU6YXbfYfaegz8ucec564dCsqraLu6ryVWbV/U8/POU+MBnedPGXdWUex3qyKHYaWGvChpbkw5t/GlD/0lBGWpZPAQ2jSvkEX/eEO+KTSnd8Wgf1Yw/EUP58NFGlG2BnTQs3hOZibFkHje/IyLb/tOS9iuhquR9ET6/gVkmI4vFXZfWYY67Fo7a8e9H6FpM7u48Z3lTk27Jc5d3FekObH1a0/k6kTldLU4NXTesrgn8Id0SgXDZFodC2VJkPU285zL+yMFd1mQjB2dV4U8akm1NdCovjMUtizLUjD4r6b4sCceN6PHGNWWgWe9ZooV7Ln7S6Lxh688cbv6LgrKl8GeNIKC2FYubDt7McPabIfotZTL/bbJfvRvFTWtwbLA07quJJEVpDUY0VwB15JH31OZk4LK82yLdC5l/oy+bqv2Q5S2XZCSReE5iqHpC6cXfoMRtjVmu8F9Ooaopt9tUo5YUvw1Pc3knQq8SyW2YNfQfr65W787ZCnuWbpj7NsbW5EOPqu2hjHgddSlxfHq2xri2JN23Q1TdXKF06sBh9o0O7tKQ7Cm6LyvKlkPjyWDbe3YBjQhFkz2Pne8tsXLZ9tnzVDIBlGJ9u41RgIbkeovoLOfsPxmgC0EAOYuCy2+3KVs24VkpUgXXFkHwpGJ5J7pakKw/3BKTt68FJjD0SK+16T3PqEOb5Z2Q6FQM66vrLtMP27QeT4T5v+2y+mQXJ90sVAqxg7Wfrtj+4Zp41xYdXlIJGmkkI4hgIor+sm2R9SXAOd6xr2aB7a9TqkhmWbP74rn0ZoZ4W3P6W1K8268L1nv21eC9dZijKyg7EqLcOIrJR5EANecV8a53dbLIB6Lsl98bDB9njP6ywl3WGKVY3g7Z+klOdLLJlL2m6D6T73/2m6JF0yXE+564MNaCJ1IG/GnxM15bZsiGCjs1BBdywi8DSal/czq0Mwm7UTWc/R0JzNGVYXnDIutrkpFFeFnhLQ3DR/KzVIFstFe3FOOPPLb/zzPRIQYiibEKwR05a/PvB5H9Etd/dLDKv/FLK4xjQa8jRW2TLWCqCvf5hbgSfAs7MYRfnjN/EOGua6InU7yFtGL+RUb/qxR/Llz8vK1xT5aUe33qfhvrckHZdlEtcT9Q1zinc+zxGtNpSVL8SAmW5pakXy1vWjSOhf9yivEdqkGEcWUe1f3+MXUkcWzu8YzaEyqJM8uush+KgbSKTehQhQ6qNgSXJfnIY/jjqXDwv2rETF82BMcx1rqguLMFGhb3hMu/vhVhxTK7m/5a/8oEbSy5kSYPfbyxDLL9acPqdkTesagDm60fr/EmEuriT4WdFl8LWe85RCc56f1tVFpQe1qsWGl95fF0F7KpdcYJ/R8KSrsKNd5SIgRn395i+Pma6CS/Im2UHVuCTyYZjS+gxv7jhGTLZnVb0OPeOEVX4rV11jVFW9N7IXhwY8nXCE9z0j2Zx8lJrcJbNPSeZvSfFLRfKaKzhsbdWKUaI4N/W1F0Fd3nAn8MX8f4M0nNqiKLeE/T2AhOfCp5opNveDhJw/SBR7wjcY3xvkPrJMdZl9KGV+CskUCarqJ9VFMGivarBHct5OE3uQ1GwfKGj7cUTJG3MPhTw/R9i9qTVHhvJey28++ITKcM9cZBAtErm8M/CKgCOdFZGXReFVShoJPsRKxlwaTBWVV0XohTY/XxNmUkLgd3KUuXvGsRXjZ0vi7eyq36HxsV5G/+0pbAIF1HAo2B4nqf6r1rEokXuqwPXMJxg4kCnMSw3rOpBhHB4ZLdf3VG2XaxVhnBecbO/3EqW6n9DvY0RtXCbvPO15QHA7FTeS5qndB0AppQTPq6kBde42p0JWJZZQzrD7eo+gHOy3Maz8Y7XkAlUXveJGP94Tb9JxKU3Pi2cOBsSzatQNF18J+ekw99iq4thvNlTHQi278mdKkCG3V0TrYfsrjlo4qG0WeCIXfWDcbWrPdsyRcIpHB50wpvXuEtDMu7AcHRShT765r+p1N03Uiw9DJDZzXGUgRnGe1HY5x0Y5t6NiY/6BIdZ2z9cIF7vCDbb8t2VCvGv95h9aAHjk0ZKtKhBgXOMqf/mYRVN46WNrgxBMcxqpI8haotNIwqsgnHFWWgJAxbCaVD1ZLN+gbEmexoira0cMvbPpUnwlVnvUE/1Yb1NU8oGV/kdB/PRX5yXJL37Ks0MSsT61T7qKbuuLjzisGjFYf/QNF/WpJ3FMd/t8XqlqJoaXa+H8uWciy5qeVeh/Zhzvyuz9lvCOSUTXZBYyuu/ckSoxWd1znL26FQU255TB66FG1po71lzXpf0zotryL+tn9SSqGbSXK9nRu6zxu8uSwp0oFFFQlXTgqWIh1p4n3F9AOh4hSRlr/fcsh70hZHpwXRWUPe1gRT6QZWtyH/RoKuDcF5zuWveX/9+/Ttinj/xq93oriZIsf44tO0jseYKMBaFlRtB71K0LM1/c+XP5tXvVjJMf9ySTkIRSv29ByVSNsXv7+FVWzwSJ6N8RyhcIQuVlwIpXexvvr+Oi9ZH3iEFw3uJJNQ4qSgCix0UhC9WuMezsASrdT6/QHxt66TD33q0MabFuRdoatmWz5N5KMWa5xVQRU6hC8XmE6EN8loP5njn6xo+i2stCQd2CR7AcHXM7Jv3RZwYU8xvx/SejzBKCkI61sRW39xQeVJ+2Y0FD0bd5bjz2p6X8XMv9HDm5cERyvmHw2EjrJKKHZaFAMXXRrm90OyW31arxOZyTUNZVt+rtW9Nvm1HunIorEU40+CqyzOqhdQdKSNU7VhebdF49rM7/rkA5lWW7lBLxP02YQq0JLxsCpZ3XB59ccwfwjZUDSLb/IEJh/6JNs26dDGXRrJ31wb0pEmuCwxWsSwKAifjGmd5HS/EuxSMYpItuRNZHFbY68K4n2H7osCZ20oWprZez7zezLGuP2/VvjnMqfM+4ay01D5inTPl7neUAvtZFmgioborKL/rKQObZFhTBrRzY0Eaa6LhtpVjD+SXInGlTbVn9UkW0JlmT4QxLuVQ7Jls7inmd13SXZEuGyUOAmmD21apyV2rCi6DXlPXAvDRzmtY3nhx9uiO6wCeRPoPi8oOjZHf+iyui7Wr8Vt8chW91K8z0PKQDN9GDD6y/It3aw/58c7cL0TxU0pzfq9HlgWBD7GUliXc7K+TbnXk/9mQ90wjoWer2kfyi882fPEJtVvoaoaaxoTnMQ0tsK5jFFZiTVZoUvxkeqNUNh0IvA99Mszlh/0UbUc5+uWi/9ignEsnHV5JfZtWj7UAqRsf3pG+GyGf7LCfTVBJyXhWUnjKILTBCxFM2gz+aiFLhvW7/XI9gSl3bg2KEV6vU0+Cui8zOh875VsSS8S8q5F/2mJtxSPq7ElLzO4LFh9Y0R0UYFWWGWDNytReUnZ0uhFgj8VSkd6rU10ltP6ckp+Y4B7OMO/yLBTOcGwgWB6i5rlr+3RenQp3lEt0EjVwPKWxlkZlBHGnKobkv2GZN+Q9SyCy5JsL2T4kyVWbuj++Jz1vkU9bFM82Kf1fCEFuOugS9j7VxZlrxYRcVrin67RtWH4OMNJ5LG8SVmXaDtDHVgEk4bd7+XUrhbiilaMv9WlbEvxUDWsD1wGX1bENyL6ny8xtsKfGezc4K4MVo4E+Gy8wMGkof8FdJ5qiq4ABpItexOHV1L1PJQx5D2LMhJwZ7WRbdSOomxpgnFNfCCby+5z0aD5Y0Pn+Zp0ZDF4nNJ5XbP1Wcr6wCYbKsLLiuHnNdFZTe9ZRbwvOal5TxHfL7j4lkvjglXIY5zd98lGkv2qS4EClKG60sIBePOSu/90wdanJcsbNrqCdKch+kF45UfNhorJB3995tEv6FD4//16J4obIMnpeSHG+UROcq2jDCstJYjFtq6GosX1IZ0XCfWoTe+HZxKqXDUY25L806NzwuNESLRFiXFsVG1oehEohcpLIe5mOcqTcN7wokA1XIW20Eg7V3dcFvdCkYMEPu7xjPJgQDVqke+2NjNChTvPN35OjV5lJDc7DD9bYaUl4etYFPlphV4lAlR8dL45fTkU9/ZE33azhbeo0ZWh9fVKFhY9m3wogl13LvRbK5cQY3stiHDVgEpFwqAa8SoWHQcsjTPLWH0s2Q3OWHyadWDJ/MtRrPcsMeA3iDH96fwKoyQzSCl6qmq4/49nbP20wVvKbOsNSLIMNfHDLXpPC1ReYs/SK/6df5FSdIUEq3ItITK9QHI8z9fYixxvVpINLKzSMPgyIx1qLv9wY8S/FDR35csvPxvKDM9oRR1oui8ygmlFeJJS+UrozbbIH+xUQoeSPUU2ckl3A4q+R9ZXZCMlvDYkUHp5VwSxVlLRWIqy45IONelAWsLwosHOxBz/Zr4I0Hkpf786sFjdUhz/foe8o5l8IyDe1pz/eoC3MFQhzO/Jz7G8aUlAUAVnv2kRnTX0f+DQe1bTOjTs/KChdVygKrDyhu7LEiuD1klFMJYtad6xKHo2jaU5+b0e448c2kc12cigK2mDO68aVrfByqHz+u1wxlVjfq6Pd+F6N4qbMdhPjzDTOSaTUFqVFTinc/lnpaCsJH4vcMTepBTJfkD8cItqq0MTebBYSxJ9ryNb0sZQ7vXBFgN+0fOglOO5ilOa7T71Vo/2YcXsvkf38QprllAe9IT3hSjtjVLUgSP6OttCJyXOizPcWU7T8il6HnqZ0n28QmcVKk4JThPyUSCMstBBZxXWKqfa6gjOe7dH+HJB7Smci5XMB1PZqPpHS/R8jaoaev/mkPDlkqoljye4LFCVoWn7qLLGOroUndi9bYLLciMIraSV3MhGAMpByOyTPtlOgDsvCc9zsTed1fSfpDjThPE32yS3ukK6cKFsidK/imzxzbY9wtMcf1qQ98TrWgzFL1l7WtwCrr1ZtNQbNb5H66QmPG/oPpVhfu1ZOJOE+G6Pi9/oijxjpFnvWhvbWY1plLT61iarYN2QD31aL2NWt4INDUNyQvOORXxN5A7FQZd4x0YXNbP7NsublpA0FhXBWUo6tKk9xeDLkvU1RbJnuPzEof1SnBRF16UOLJJtmyqEKlSoytB+sSbZtkRmMZAAHDuVwqYrmQv2njabE6QRYfKPpMPIO4r+k5qtH8Usb2sGX8rvSdXgj2WO2T6WomUsNnkcRrSNnubyE4cqAKMV0wcO4XlJ52UGwOKui7GhCpHFy2cGO1aElw1loLj+v2fYqWG9Z72F+/QX+HgHrnfDoQA013fReUnVD7FWGXpaYnwXnRTUHR91FqO6IfbhOdg21DXG3cP96oT42zewkxrPtlDrTPBHOz2sOEdlJdgWTSckeHaJGfYEdFkIS81szNf+TFKmsjtD/JczVFVTHPRpHE3/8Qq9yqhGsuwwtkLVPVliuJbozXwHXVQsH/Zwt0Pcy1TmaNe7WHFB1fWuTk6r25HgrT2H1qsEbAv3eEE1bNF4FlbdUG91qVoOxh4SXwtw5xXuXMJL4l0XJ5EsAN/WBKcJOilYPehT+wgvbZ0z/aBF69TGThouvxkwfCQzSTQ4l7HY1nKhCGcHbawcnFhQ7eGZoehI21R7CqcAnRTk2xsd2Gku8XQn4noYfxQIbqfnUXZsiihEVwY71USvRUuomohkW+MtxDJXBZr2YUU2EAH34MscOymZ34no/8DCKBh/5GEsGHwlpztVSY4pIBvVHRd/VlMFcqJa3pB/X92O6LyqaSzF8pamDjRFN6R1khNcalbXJeG99g2tz5FwmMOGOhDCr5MY2q8bsr6mihRlxyOYNJz+tgKj6PyLmioSTZo/q0m3FWUHrv1JTXRk488lH8ObV1SeQzrUZL2QweOaomWha0PrUNhzrdNqs62Wbai7EqadakSk60/Fk1y0Nd2XFavrLpNvGgaficg3HxiKYU16bF3hn8KzkmTXYfa+T/9JzvzeW1go8O60nD/P9W6c3ABrtkItY3ReUQ5DqGSDlu+25eS0O6QObUwrFBHvoCuzkFs7WGmD9/WYejzFOLJA0MtUjO2FxO2p2mA8V2ZeTUPVDai6ntiAvpoQHWfgufjHKyFw2BZWVuEdzaE2VKMW9lwsTjoXSq7/cpO7ELkiEnYEa2PlNXr1BtXTULU9qkASp9DSXiljhG/mCscuvTOQ5CRLUw0ika00huXtUE5Lp2vi65GYoNcNZaSJdySIenG/xes/GkmWZ6hId1ysyYr2YYGzFIiknRm844WIRy9jsv022W4k1IuHHfyjJZ3XGaoQwoY3N2z/KMe/yKl8TbzvUEce3oWQgRtHU3Zs1GxJ2bZpH1e0j0ucdUnlK5JdCW5pHCW/i01aVOu0xpvkWOMlwWWBs6po//kLseDZoi3TNaz/bsz6mqJzWBNeyAlGV+BdxLgLCSou27Zo0jSgYHlTUrO8ZS2FYaRZ3ta0DxvSgU14KjkUdiowycGXNXt/AUVX0fm6YHFHM79rk20yPsuWYv7rBbX35g3NsPUjaH+tqCIJqg4uS6pAM/yiovel0D9axxKqIzAAWVLIyENe64u7EoHYfZZQBQr/Qlpxszlcxbs2swea8+9ovLn4XJ21zCXTgYU/rxn9WApwsqcouw26JVQUb1ETHRuykSOJaKlhfeCSDd6i/epvycnt3Shuti2nqCxDz2MJXx72aDwH7y9fS0s3XuAcz8XPudsXXRxsyK0OxnPRva5sR0/Ohe+WFEx+d1+kFh2fatRCrxJUVuKcL8TMDeTXeuhcimk5CsVUHgnuvOkEqLrGeT2WDeiRbDC9aY5ZxVhxgX2+QC9TKZaehTNOUHEKdU0+cFhf93AWkjiVD4TZ3zgW4UnK9GHA6lZwZWPS9RtCrqGMbLpP1+iiJr3eIXq5xj9P8aYFnRdSPLO+wl01jD4vcVYVTmLI+pr5r++ijGH6MEI1QqxIb0tyV90Rmm8VaOrAovd4SXKrizNOWN8IyEYuvZ9cYuU1s/dD3HWNP6sxrqbekIGryKL1YoXpd9BFQ96xSEc2xhK/4/aPcty4IThLyW71Wd8ICM4z8ramDmyO/+ga7vmabMsl+e4tOoc16z1puTCgnkWgwJuVVIHgwTtPlpTDEF03tI/FymSlNXlPgJDbP0qJToxsFZc1dgqjvyzFl1mbzXjBZvYgIBzL77vypO1cH7hs/zCn97y6ag07r0qcC4faA102FG2NriHdlbt3vecw+dATdLmj6D5LMJaE82R9kcas9zbIou/PCC8r1nuWaPYmOUXfZeuzlPE3W7Ld7Qpl14kNzhKctfp/hSlffiKjCV0JGaX1OmXr05rwyIJLObGWLUtCYSJFsiVJWnlHU7bfTsX51ULhF73qGpoGkxeoOEX/4AvUdIG1iFG+R+PblNeGqDhFJRnWZEW2G1FFFnXHpfdoTrnbliR3z0Fd3wfAuDaD/+0p1tElztEE5/WYetSmGrYwgYd7ssSZZfhPz9FpKZTfvEZfzoXSu0xFmuLK928GbZphByvOMUqx+jt3ZB5oWZufQXj85AWmHYHn4i4rgouSycchRc+jseXd/PR3hMXWOpWbKetp6sjBGSfYywx7noss4XhM7UvgbrEVCBTycoVOCvpfJgwfZYSHImtxv76gjGSY3H6xprGUpD+1bHFsBGJxyoceqm6oAoU3zqm6Hv5pQrEd0X6V4KwqTOhRdB15fJs3gSqwUXWDfxYTnKWoVLaPkrWQEowroausG1bXXY7/wDD5qIWV1qLtajkimXA0g68E+OnNSkmpuixw44aia9N/mhGeKKJjg3sRs/0XE+zMsL7TxkorrKQi69tkI4c6kJvZWxiy0SZbNTNYec3qljwXladoHebMHobkPYfoXH6mvC1kjsZRDB6tGH8iIt7+0wx/VjG75xIdKabJ8ukAACAASURBVDovDPa6JLyoCM9zvIli9p6NVco21s4MWVezuhVs8iAgGDdCbClkUXHxW32ygUU4bkiHFhe/3qJsWWRDlzKUhcvwUU3/SSEyj5eVuAxyc0U4cedymnzD+lvfCJjfFTvW4C/lDcCbS2ZG+7DAn9ec/1FO40B09Jbu1V+d3H7BS0E96qC7HUycYB3s0iyWGNuiHnVxjiaCAj8YYaJgQ98VRpgzTjCeg/vVCRQlOs4xgUu10yW+EdFc36W4t0f6YAcT+ljjFc6RtJNN22f+sCMFcRmjk5Jsy2f13RtC5W37NFs9dFqSHPik16RFbkIJ5Q3Oc5rQEUT6Tpc6sHAXFaYVoKpaCnRa4axLBl9kgmVaVTirGmct0MLVNZvKl82ZlVQktzrkOy3OfreLsyxIP7qGlZa4swLvIhGvaDfEWBbn341Id1zmH3TQeUMzaOOsRa2uk4L1gcvyhkW8Y1N5CmdV4Y1zwmcz4msB3rzGXqRkA5e6I4VhdTOk7NikBxG1L7igyQe25K06ssQpBoE8z56MbKPDhKLnyIC/42+goCU3/7kY28uOjTuVLIXotCAdipDZinMaR+NMErKRe8Vwm9/x6RxWtA8FOLp60JfQlMtCArKrhs5zKeirA4kmfLOhi/clpV4VDds/ruT53oQVv8keyPoW632L3rNU9GvjhmwnwB8bdAnWshAJiANGgbcSxHq84zC/K9SRrZ/mVL6kzVuF8Py8pWRYtE4qopdrspGDuzacf0eTDeVkt7om//tN0XpTuHQpJ7LpBx6d1yXJloU3kxN3+7CQHNOLmu5LmVFGG+Fz66ghOhZfrD9vWB044j/1NFnPov19sbrlb6MtNb+yX/3il+Ngnc0wyxVqNJCN5O625JjGGfHHe1DVsrEMXPF9XmYyA6tqCRXeG4HWwmBLcuxZQvurOdYixj2cyDxqtw2WRX5vmyZwsKZrus9i8FxM4JHthfiXGa1nC1Reo1NJaSq2I6KjFP8yI7khpngrq9BFTdn+mX4oeHKBd7ZCrVOyW0PqgxGNYzH9ICLZ8xh/FDC77zF/z8XK5B1/8GVG7SviA0XRFTKGsRW7//eS6cMIe1WKX7OSNKvZJwPWN0P0KqH7siK4LGi/ynAnmRRfS9qa9EaX1mlJ/2lJMKlpneS4i4LkwCe+PxB92L69GfTLHLEKLTpPVmRdjTfJCc5zOi8znFjkI0aLSd07XlB1A3EybKgr/nlKOtJMPookTSqtqX1N91WJs6zQSYHatNy9x0ucaSIQ0FlOti+P25vkVJENStA/1ibdPutpeo9WHP59n9l9Tyxk1yMqTxFdVFil0IOdVYUTy821uBcSfTVBlzWdjZMhOhdUUdFSpFvCkitDJS1kDeG4wp/XxLdbOHFN+7im97ykDBVVKDF87dcF3qLm4tse7trgzczVyVbkKeKtVcYQXBas9zS9LwEjXML+UzmRZQOFMoZsqBl8VRJMJL3+TfaBk0jgdOUrsqGDu6qpHUVwFFMFijISAo23rAkmNYOvCuJtwZfbqSEZ2QSTiuR31lQhJPf++varX+ncfpmrMZJo1WljZguwLJqWj8lk3Z31BWFTexp9NiHbCTAb/6mKU9ov5F08u9GTQfdeB2NrOX11Qozr4EwT3MMZKi+w57mEmPguZVt0V8Z3CJ+MyYeeKOjzUmxHVY0uZH7XuMLJSq+10bO1uBPOE4xjYV+uMJ4rgt1bA7yzFY1niwthS0KcrUy8jKqWd+q8rYXUuzDs/UUq4ty4xLtIyLYDIUF0XYwrIt3252OCSSVatl6EPy6wloJKSm5E+BcpjSUuAikONdOHjgAcG1jci6gdEYG6i4rwsha92bK6SsUq+z7NBj9mj9fMHvgs3muucEfOoqAaREK+rRrygUvR86ja7iaSUGi06Y4rqeobDlvjOaQ7PvY8Z/JJl3IUUoUO8bVQQl3OC4ylr05gdlyzviGuiCpSXH63w+73q40ot9nQPRTL6zbBeSH4n12RTKRbosFbfjwiH3hke62rVHYQeYezAmdV4a5EgFt0LFQtlNvFbYt0KCfqZEs+Fz1baB9a8eo/V8Qfip9Wb2xhja1wlyU0BrRifafN+sBl7y/EWROdGCYPfZKRbDSjE0P7MKdow/K6feUI0YXkRahazP9l62eLmdqVvFQnbrDyBl3B6prNxbdsVtecK5R4siun1/WBTedPhElH8ZZudWN+vo934HonipspS9TROaYToVoRdV/aLhUEZDd6dJ8lWGktIMW7e0SPzqExwg+7uYVOCoxngVa405TakxBjqgZVVFTDFpSSi9p05NRTt32ayMOdih0HLbBFXRqS213KrYjo6zXFfmeTslXK8mCW4M4KcB3cJ6folejZioMudT/EWYnxfPlBX4KJD0LiB2JM95aG4EjCRrxVQ+9JgqoasoHkcfqv5hQDX/yplhSo4MWUoiPJ7cm9AVYu8ymA6cOAqufhTaXg1ZEkk/sLoWHMHvjYsblqG3uPl2K8jit03UheasfGXhUsbwrQseiJUr/xLJq2z+jTNVs/FNZZY4ktrOy6NI5FFVmEr5bUgcX6wOX494RBFl4UrPcs/IuU9pM5VSCpVpWv0UWFt2yu0EbLGxbrfRt7Jac2d5rR/ToneHaJkzQE44b+lznd5wU6bwQl1LKEFPy0onVaS7j1RYZViGG8fSgSDis3V/y5vGfTfplibMXOj1J2v7/GfzklOM+oXVHyFx3ZdreOxFZlFdB7ljJ4LJy7xhGZjbW2iB55pCNN5+sMd1EKgrwnp/gq0PiTQt5oAkc8rB1F3hdTv9HgpA3jDwOGX1RUoWyX3cXPikKyrek/ka1r91nC8oYthXtoEe9azO7bOHFNeNkwfCS5Dv5c9IR2Kqb61kmFExviWxXO/C3o3PjVye0XvhRcpU41/Rb20YR8J6QZdq6wQm/oD87xVDajZU34bIpzOr9iuwWPz1DrlODZGLVO0UWFygrsS/EiWssMlZU0vUg2nHGOOr7EmYofMrnVwf/eE8KXS1bXPSa/1kFnQg9J7wxQaUG236bsulT9kGZnwOqjbSFgOBr7bI6zzJm954gQsxLufvuRy/KmJUN+36Z9VG3sNLJEGD7KybYD1u8PaGxxAzjriujVmnoQSRbEssKdFVhxSTaS4uLPGy4/9rn8pkcZaslE3aB9dGnovCzY/ddT4ushZahZ3WvjxDXGlsCVvGcTnqTUgYOTGPyThOhQzNZ5zyG+HrG8E1FG4ot8g8Ze79kc/b2IMpLTcRlq1tc0rVfSEk8fiKK/cSxW93uULUskCic5s0/6REcJdloRvJjSe1Ex+umK1T0x61dtF52JLcxZV3jzksbVlG0bO67wZ7VYivZDJh/a4kLIRVNmlGSMqprNCVmSoqLjDH9cSvJZLulaxtIsv7kt1JInBd2nMY0NjScyjXD85nekKHoOdiwGfyutCM8U69uVaPRGLkXPobEVrWcLZu9Lktrsvo+uDZMPffxL8aW6C+i8qvHnDbP3pK1cXbfxJ4bBl9XGrqaoQovBVwXLG1KQZu+HWIVh8bsZk281dL8u8f5KkE+yLTo+XRrG3xQb4fpA0s5mDzTRSxv1Nnhuf8tEvO9EcTPGiKPgciZ6tE6EfxZTdT2KjvyCwydj7KMJxnVoQo/1rQgTelBW6GWCdTaTyL8NMVdVNVxMqbY7VFsdcGyy/bb4T89mEunX8WmubWMci+SbN4h+fIi5JdmoqobOy80A23NxViXlbhvvIiZ4vbiSjnjzEiwljK69Pnoes/Nv1xvTtyL69ITotMFZG05/p0MxcPFPVpIW//QEKxbUj642L9ZQY03XIurtejSexe7311hZxep2wPpWRNYXakn7yYLWacPOv00lWAXx2r45UdmpkECsTAbwzloGzvGeS9GxaL1OmHyjhb3KCS5L0msR+uUZnS9muMsKf1zgzyp2vrcgmFQc/OkKOxNz+/Bz0ZeNP4lwkob26wYnhnhfs/3DFf6kpPEt4ZqNy014jhb/625A2bJJ3hsQ7/7sRKErgzNJBIFlcUVVqUJ5meYjD100ePOavGMx+qwk3nFY3vZpbEXvp2PKtkXv8xn+ZUb4ZEz765iy7ZCNHNpHwnPzFjIrbSzx0hoNi/ciMDB94DD+yOHsuw5FS7O84W8cG3ojFK6JThrcmUU6kmwIoxVOXHP53QFlhIBSZw26FH2cVSB2qMOKrKeZfCj0D2dtYJORUAUi4B19luOfJKRDGzs1FF1xi6xuwfXtGTt3x+Q9+2qLHVyWtI7rDXDBwl1oWkcN1/7lBCc2bH0qtisrfzs6t18tFH7BS9k2TSekvrtHfKcryPGmuTKMhy+XMocbtKU1m62w0wY9XxN/vCfxf3GCNVlRbkWU1yVDVEUB1jSmaovA1p3nV8Nfqob4WgC2Ri8TQf+8v08xisgHLu2XKcqInqtxJYTEGSfk2xEqK9BpSTEIsNcy8LdyyQWoR7JR1bUhHziUN7foPo2Jzmu2f5pKAesG2EmNGfYoBj7BpMK9TLHTGn9SUm13mH17iyoQyGN8LRC0z6sMb1qx9c+eYJ1OSa+3sfKG9TUPf1KI6wJYHViUg5Cz3whJr7dxFyXx9Yh4x6b3LCPrabo/Psda5SKLcCxJCTtLpdi7NkXHRpc1q2sOxSDAXZScf6dNcF7gJDLzCc9Kek8LrFRyNbOhwl0aGfZHUrTyniMoIq0kwm9goWpD9OgcZyltUx05uHMJuylGEVVgEZwXVz7FzuO5YJbWlaDaVxXesub0t228paTI22lDcrdP6+mcfKdF2ZGNedGVdttdSouna0NwEm+Q4yVZz8JdFIIpWtREZw26gGt/mgmZY16TDm2m70vLefz7HZykofclFC3RtBUtLafe84qiL+Z/f1JubGlQtCVpq7EVwbTGWYkzwl+Ib7R1WhEdpliFiG/TaxIc3TgKdyEe2No3fHN4xPl5T37Wkc3FtxzygRB9Z+85JNuaomNYH2jqtkfR0jjrGn9i8GZv6V59y8VNKWVtckv/+ebPt5VS31dKPVVK/dNNvsIvdb0TxQ0QW09WbYI82OQSSDK7ilOMJ57F4F9/SXFzSPhsRnFziH+SUAUWza19mk6IM06w0pJqt0fy/g7rh0OsvKaO3KsTWzPqijB33VB0XfGMhh7u+RorrQiOYoFMWoro+RzrbELtaBrXxp1kFAd9qo5gcjAGK84JXy1RxmC/ukBXzdVgvAosMZPHNapoBAN0OqexFJNvDVgdOGR9Wwr2XPRzZcuh/6NLVNWgC5kfZVsiKraTkurBdZbfuYZ/LulI7ZcySU6vtSVz87jeKOqhdjWzBwFW3ggRBCi60v43gSM3+ukUVdboRULdclnfbuMuK6YPI6zCUHRF+No63WQKLEuMJWDLomtT9GzifUU2Mmz/X5diu4rFJeCsauxVQXC4xJvmeHM5TSbv71C2ZVhfBTa6NizuugKzvBBopxj2DfmOMNUaSza71rpgvW8z+MJgpw3x7Zac8BWs3+sR7zvM7rtX29ngKKboWLhzsQikB5E817bCSQ3x9XCT7VnjzWvcpWF2X2xfRVvLUN+TFrLoGoq2Zn1dkQ/khImCyTc7jD8WvPj4E0EZuauGoiOv77JlXUUYiuxDXueXnwigs+iLHcxOG+IdC3fdYCeG4SNxfPiXmmerLb5x+5h416IKpEA665rGE1uWnRraXyvBK+0HtI4L1nsOrZOKdOst3KSGv4mFwn8DPP4rf/7vgP/eGPMeMAP+4S/7cN+N4mZp/NM1deAQnGbMHrZRy5jZez6rB32oavLtCPtyibq+J+1KXctnW0gc1lhQ4dlBG5pG8N+Bxo5rakcLyVYpVClBxMUoouiIHkglGcaV/ARjC+Vjcb/F+sAlud0le3ggMz9Lbb6fItv2sMqG1Z0WVTe4KkTxt65ThzY6l9bJjivqyMNZiQwjOi8p93oc/n1XTiGJof0qobg5JNsL8Y5khohj4y4K3EVB51VJYyvseYp9sSTZ83BWFdlOQLxrsb4RSABz1tD/4SV2XJP3HezMXLkT3EXJ4j1hyA2+lEIGYh1bffuAbDdi+fEIXda4i4qyJSEnbygUrRNpU+1VLt8rb7BWGVbR4C5rips5ZUfkNu68xN54VI2tiG9E1G2Zc9W+xr/M8M4TqlAz+vECd56TDR0GX6TUnsJ4Do1vk41cqsimDjTWSnyxzvGcbD+k+7zATjfLkVLyO1WNFNNNBN7J32mhGkhuRNQurG76V21kthde/X9rR0J4qkC2pNFFJTOypaRGuUtDMDZYmSE4V1x8B6Jjgx1vMOO7muHna3Qhp5b9P6+v0E3uEvrPStKBaNrcRUUwbug8A/+y4OY/m2AnQoI5/46EKqdbiuVNW3Rr1zcC7q7hi5f7nP6T2/J62JzqypYleRBbwuCrfZl7Vp5iedOl9yShdjWtw3fPoaCUugb8Z8A/2vxZAX+AZJgC/BPgj3/Zx/puFDelxJlQ1mTbHm7cgOtcHW+ra0P8wwUqlzBj58UZ9agtc6+qIetbAn88HeNOpVBFn51K8O5FTPD5Efp8ignl9KPyGjspJVXqJJEFRVKgZ2uc8yU6EXtT0VG481JyJq+LJqxqSfJTcJ7hXMZ0H81wzjcLi7iQduGbAdmWT9FVTD8MsS+XZNv+pvWS08/Bn1XkPU3nyQpVG6pA0rqayMdZFKwe9Kh9m6rlSGZDSzP7pE/8cIvO4zmNK+nswbjBSRop6AOb4qCLMjK/Ez5ZRf/TKY0rKUvUhugwRqU51SZl3k4bgsMlyUiT7G/yDU4TaleR9S28ZU3WtwRzdDZBFUIIXt/r4qwr5nccBn/usvfnStLB0pKy6xIeJ2Kuv5SYOVU3YqJH7GXhaU66H4mkpK2Fj7YlgNBi4BKcZXgXCf55St32pNW/MQDDlU1tfi8g2bKILqoNPRg6X8ywio0gN6+xU0ngsjNzlQLlTXOmHwS4iwqrkLxU1UB4WZGMbNKh3oA6wZ+JMNfOxCI1/KmicaB9XFNGsPv9hPhaSPtIskxrT1NFIi3xZoYyEmdCGcHyljznTixU4cWHfSYPfey44uDPpNhm2w2NDelAih0KWoeK7g/F6pWOBOzZ2OCsN77hZYM/b6hCYb69OVFWbYd0pFndekv36s+/UPgPJc4D/A/Afwu8aWSHwNwY82b9cQQc/LIP9d0obqUQOqzjMcF5JgnggVAMwtMU6/kp1ahF8uHeVWiwymv0KkPnJZ2vE8k7DQNUISeapt8i6yvRo+2NKG/twHSBWqdga1RtxHPX9yl327L97LdgtkTNlqQ7PsGkESN/KNRTnfw/7L3Zj2Xpeub1+9Y87LXHGDMics7KrOnMs4e2MTRqaENfdEstIcQFqBECqaUGCfgr4BIhLK4QfdEggdS42922j7F9js98asisKeeMedjzmtf6Pi7eXXHsFrarjtNS0ZwlhSozI2rHjh17v/v93vd5nl+FVbSUQ0/0cICxFdVOD1pNuRZiLJEjpFvCfAimmnYtoeza4lA4XWAXjbzbbhnOv9wFY/AvCtFX7cZgCTW96rs0oc3553zRra0YlaffGpJuOQw+SGkCJZ3aVofue1OcZY1VybbVW7QUI5e2G+CdpvjjBqsSX2t+dxPvNGVyN2R+zaVNfDpHLcFFRdVzqLs+ybOC3sMUOxedm7OsMZ0I44iNK3n7FDtr2PrD8coYbogOMqphQDG0Sfdi7FykGgDl0Ofol7ucfz5GLXO0ZxEeppRrIeG4JXmSsvbTBfleV7rueUGTCH6wWA9wJwXZppCr1Cpp2V9oqkSRbjgE4wq7lqinsmtRd5DFgaNInuYioTGi/0t35XfVxAKeUa1oxkC6r/nN1fHdAydtyIdS8OwSUKKls0tD/3EtQm4F6ab8nNqB5bYwUqOzlmxDCmcbKLFqDWS7XAwsopOS3tOayd0Qd1Hjj2vifSnSVi2Pab6m6D+s6T0RGpbVCMshPDO0gXWpXawSRXQivIayb9H/qLhcyL0M+9WnFPH+hcR5pdTfBk6NMT/6V77Fv3r93C3nZ6O42ZaIbdMM53jK2o8mVBsxG7/znHwzwOysM7+xmnE1LRiD8W3UfElxJcE+X9DuylChTQJazyLfSwjHhmZniD1L0YGNisUW1UYO6W5E72mNkwkEZfxqiPZs6nu7VLe3Mbb4ES8+l9C/vwBLke91qQYe4X6KN14pvi0L78UE3Q2xWkP/YSEatoclrSfMS3uSMfyjfcmG8x1mt8UUXnc1naOGci1kdifGm8sw+uQrEfm6xFe3viVarw9SwrMKJ2vZ+OML+h8VTO/EJE9zrFrkENSNzAAXIn6eX3VWxzVxWQAsb/fIdkSm0HSFp6laUc978wb3XLyldtnS+jaz27F0Q6v8sHYtASBbs5l8bRMazez1Af1Hsqiouz5oI7xSbXDylvl1j+CsoO7YuEtD91nD5KubeC8mVEMJDQhPCpqOS7YTERxLd1evRSx3faF55a3oCbuK8RtKIugb8XS2gfg3VaWpYznORmcilj75qsS8V6tYpWDSCiD6qFzBpBVupokPpdNrfUUxVDSJkO0n3yo5+Up0Gcy58/tzipFQuJQ2qzh14Ut4c5Hf1LHCyaHsKsLjnP7DmvlVW/LmEoX2YHmjAQtZGG06RGct09sh0zsB4anBrsDYkO5A77GQzDDSqVm14eJ1R4hcW7LtXew4xMctyz3oHFT0ntQsd33KxAIDs1dewrHUfLKgyk8YVvlLwL+nlHoK/GPkOPrfA32l1MdRbLvA4c97dz9xcfukWw2llL/6+8PV56//pTeuNWr/BDXsSzru0YUATYqCzvtjjGNdqsvRGgKfJnKZ/sp1vFkFloX15JD85ghjKZIHF8T3T0RX5tq0vRjvNBVDu++BhvhFKop+3xb4sQ32omC56+MdTCj6FsffCPHnmtmrCcHjC4LDBW7agK1wT2bkV3ugpTOrEw+r0thFQx1aYtA+1SI83kiobq5fxjBZrZi5nY2c4FCEvMG4pXPYEB1kRKeCiIuOxEkQjFthnlbCxtS+i72sBLAMcgzsOOheRLERYnxXcHs3oBwo2sChHLj4BzM6D2d4c1mWVAOP+FCG7O55hnshSEPvohAD/LzEn8vAenongEbThoIrTA5qWlehAxGTFkOP+KTBP16w3PFWDFGFVTb0HxWoUsYAw/dyjL0qMjt97FxmefY4xTtZSpFbMVzLvktnvyTdiyTJuJbj5fC+wZ1XaEcoUutv1cSHNW3oCCz6vGJ8T4hVyVOxokUPJxRrHsFxSrwvS6je41q4D41h8EGK1UqEenyssUqL4FyhxlIU647Ms578nYT1tyrKgeL4azI6ybYUF2+K0NlYEJ221IkcJ2e3Y2bXRdYxfFDiLQwbP8m59k+lyJd9m2xbcfolEUAPH6S4uQYthbDzAvJ1i7Mvyhui1YhftxwYiqFi/Sdix5p+rmF23WHzBy3lUApmtmnRfVZR9RR29dmKPDLG/LfGmF1jzHXg7wO/Z4z5D4DfB/7u6sv+I+D/+Hnv6qfp3D7pVuM/BibGmNvAf7f6ur/4Ugp94wpmtsA0Dc0rOxL3PRqg5lKgRu+mYudZS8RONS8Jz8QSZQIXFYYEP32KajTNMJawx8TDHWfYxxfo0AXfk+jt0wW0hnItxJnkBGN5pyuuJAx+dEaz0ZUXZAvFwCJ5kgvuL/Kwypb0qnRB0f0jOd6OfKxWM70ts7bewwxv1hC/EP6nVbc0oUOznqBa2fCF45bd/8klvSEZb+HzGYtdh+m9DsGkZf2nDdG5MBvKvo2TNyIejuDg3+xRjQKc3DC7HaFX8U+nX+6gXUW+FdL/yRmDB3LEqrsO/kS6Ru051LF9KSHwjxcMH6SoNGd5uwdKLD71+kqO4CiCw4xgojn9uoiaVaPxJqXc9soPC5JDlt4S5gUGwqNClgmuxezVPv33l2TbPotdR+7nuke6F5Je8SmuD5i+OaRYDyjWPKzW4E9r8WrWhpOvdmQu6YlotRyJcFm1UHcs5tc95tc9nFTui2qFVuUtpYNcvDYiPC5oej6Tex2OvyFjBSdtcecN2XaIP9PEJw3LHYvg1KJYM/TfF55BEyjCM0PyDPKRQ9U3BOfS6YWn0vV1Dipxycwbeo9rBh8WgvpzFFYlWW92ZTh/PVx1e5YsGeYCkm5iCS4Y37Mph5BvG4EsN4bBhyWqhXzNIT6usBo5MpdrPr0nJe7UxpvLltpYsiDpPmuZ3fRoPYj3X5LO7a/fofBfA/9IKfUQmcH91s97Q5+ouH3Krca/v/o7q8//xurr//yrkXghNeiJALfVZDuRMBVAOrfIJdt0cZ6dorKCahjgLCpZKqwy3lQnZn4rxGo09oUwBrTngOPQhi757XU4m1wea6N3D7EmkuO/3HYFO+fYOM9OcY/mbH03ZeM7Y7KdALvUOKdzjFLEz1PymyOy17fRnkPZtWlCB7uSY1i+FYg/sG6JHk7IroSXPsw2EFqWdkULt9yy8cYFzSBi+KBg9O0XYjwvhXJUDl38mRwRs3UHqwInF72WXWnCi4Zq6Mlx9XvzVeJIQ7XToxiJhOHoW8JaBSSIYFNu31mU7P+tNRbXIkwsab9WVhGclmjbog1dwdo51ipVF5xxirt/QdNx6T3OxRHx+IzoKGf4IMVJW7QnGi2r0SLKduRF3YYudmnY+O5EZmqZpvM8wyk07rxi8L1Dlldsyq5FOXBpfRHJLq8IKMadVQJ3+bCm9Szi44p4P2Pyis3Fr1a0Hoxfj2hCm+0/nlN3JcBycls4GcYRGlZ8UhMfiHsh25KN7uSu6O+8acnw/ZrsWsPgAeLrtMWMHp809B5VK0uUzOTykcX8NvQ+gqrn4CxqljtyDE+3BCSuGkNyUOPNalpPUY6Qx6rQaA/8qab3tCE6lhTe0YOWre9XdB/B+edkzje75VF3LLyFZnrLJzyRl9Tyik3VdRi9hxCW9QAAIABJREFULbq52U0PN23x54b5NZvu85qmY5jdewkMBYN4Zz/Jx6e5WWO+bYz526s/PzbGfM0Yc9sY8/eMMeXPe3c/aef2abYaO8CL1R1tgNnq6//MpZT6Bx9vUipToLKCthfDniwNxKNpYwZdQfStRJZ6cwhwmZbRJB4qrySCJ83xFqu7qDV6JRGhrsXAvuFC06DyEnuSSXxSIpyB4YMlaEQO0u1Qb3bFnVA3pBu2UN4XqWwipyneTLRb9ixl8PYEq9IMv/2UbMPDmzWSl9aT7iA8KiQldVxJ6oU2dB4tmd3wufLPDqmGAemOdCz1tXXG92zqjk38Iic8Kbh4zWV+zcVLNedfEwO+thVVxyY4yvCmNemWR7Ue4h8vVo9PRbKviY4lU1+7iunrfcrdPt3njczj1kL2/rd94uOSfK+LOykk066QZBLjCEzHSkvhhmrIbg8ob29Qdxya0Bb5xKtbNJFLORSmqFVB7/5E4tSfLXFyUea744z5nsPydg9/XMvcseNKttrQp94Z0n0mW0l3LttP/zxn8espp1+BfDtAGagSmzoWm9L0bkyxronel4VIeKHBUkzvdfAnhuhEOje7Miz3fKKzlvM3PJzCkHwwEU6ta7H2Ts34nsvZF2Jm1122/sCi97QU9mkgcJaya1P1HOlANxX5FXn6b/2JQJnzNQnidFOJOXczTXyi6T8Wrqq4FQxb36vItkNm150Vs9TgLmrCcUN4mIoIO7ZRq+7Mrg3r359ThxbZuk0bSCcYnop3NtuQsE5vKh7jbM0h27BwU8PBr7pER4rko5fjLf3Xyn71c2w1PtHGwxjzP368SfGsEFwHayEzn2oY4GRCvdK+izPNaUPJJTOuOBXsvL4U2qqsQM1TVBwSP5lDo8XxEErIpOl2KNdChn+4DxsjzDJFJ7IlZf9YHAWZdInWLJPOsO9i5w1oTe9ZjVVr6td2sT94gYl8rLSUGV4o4BR3UTH+tet0H6dYrcYep0KB8h3qnifR45lsMq2iIb3eERP4dh//NJMss3HF5JVQNmuuwk5LnP0Lhu83LPck0DI8cAgvJJ/MrqQDPX8zpHMoYBkdeRKgicBkyv7HQYeilSuHDm7aEJ8I6LkdJKDBXxHi68Rl9mpCHYuAuk0C8Y92JN/MyVqRe5Sa4MWMcH8hHtpak246pFsWxZpiebsnrgBH4M5VVzF/tc/w/ZL4eSo+0VOJaor3JYxguRvgXxTSLfnSLdZdnzeuHKEDjZNptA3dxynhuXTF/feXXP3nLeGpCIaX2zZog5vKU06QgWL6tyvD8TdttAfhRUN6q0940VD2HbQjsJhiTTaadm3I171Lc7qTtzIrDRTj1xO8GQzfsukcyrKjdRVuasg2XYJxhT8Vr2i2ZrHclsSVdMun+2AiiSOhWvlvIflgSrHmka05HP1KH3cpm/xmBXMG0epN74K3NFRdqPrCt60SWO6JUX78mk85UJR9RXyk6Rw0aBeCC41dfvZ0bn/d1yfp3D7tVmMf2ANYfb4HjP/C72AL7xLAmuc4aYNzOkctc1Tboj1HjMvnctRTZSNSAteWTP/dEXguxnNlufD0EGu8wD9eCCW+GxL+6Cnt1oBypwdXNsQsfryA3S2sRUbTD3FWQlHTjTn9kiMC0rWE4FBSNdyzlOybt2ljn6YXgi02J1UKE7X3MMWaS06/7oZCgWq0CFZDm2I7QnsW1SjAauSY43x4QBu6Ajq+GjB6d4ldIqjB1oASKHJ4rEj2azZ+XFP05VhpV5py6LP5JzOmNwOaXsj8Vods0xUiV9Eyul8SnBnOPx/ipZrk4YLZ9UAM9Ba0XW8FRbHItwOcvKFzUEropudQ9V3a2CV5kqJdmF33QUG24ZDdGkj8Uy3dcveZhCoKA1bhn2Ro38EocU20nqJYcyk2QqqhRzXwwbGoBj7pXkhwUXP2pQ7GgrJr03qiF9v/rduMfmyz2JV5UzkKcBc1ky+vMX494eI1l3RHoT2L3lNhCdilXnVlwgsFeXMY3Gflw3RIN22sxsiCxVVs/NDQeywwZifTtJ44C8rEQrsW/ri+XGJ8XDyLvi3b4Km+1Mqhke4wbRm9VxCOWzqPZgQXNdVmBzfTFH2LdFugMNM3BtilEa7p/ZLB+xnRWUNy0DC8LwuE2Q2H7mPRJFo1ZDfE3uXNoLpWEp43uAvD8P2acmQudW7x/ioM8+WQ/f71Qvv9HFuN/3P1d1af/z1j/hI/hqWoE090ZlozvxFQb/dRy0xM8ZMF7qTAH1e0oSTfFteHOGOBLjvjVDq1YYw1z2jv7tFuDSh2u9TXN1FVg762yeJGTPDeAW0iZKGPaVbFzZEwEg7OUIsU8/yQ0f12FUFtk12N8aY1yzt9wv0F1cATu4wxqEaj2hZV1hQbAdmtgaSPNKvj0ZtDVCsdjFWJi+Hj4EeA8s2rWEVzuQlLdyPmrzQUIxcdurSbfQ5/2WX2WsvB33AJTnP6DwuZbTmiUJ/d7dJ9VpFvi8QjPJMXuDMv0J6Fk8PofoE7bzBK/JIS7V2IvanvXCYL21mDMytpYpv0WofxPZeLVwOKDaEo5ZuKKraoOpJ1prSY9Vvfolhzf7bBLQ3FdiRd1Lyk8yyjShRVR1EMbbI1mU81q2OpdGlyTOs9Lujsl8QvUuy8xV9ohu/l+HMh1buzivmNgN5HKf2HOZ0DTe+RZnnFkYy28xQUBFPpWJpQ4CudQ+lkus+EHKZaOP66hCJ404Z8JLIJJ2/xJhWtq5jdsPEXGu8sxy41g/eXhCel0Og/LAkvGrpPK5np2VB1FdM7AVvfy5jc81GNjFSWtySp2b0QZ0h0rvGn8lgZmxVF3iZfd6mGHsZWFH0bNzMMPirItoVGViWCRwyfiW1rccMQPQho/dWy4g1XpCF7Fssrgiec3RI50V/5+qRH0s9Gbfsr6dz+vK3GbwGj1b//I+C/+UtvyUDw4TH2/hmmEzL6g32cswW40o2VN9bQkQha3SNxANulptzp0awnZLcGMmNzJeTSfnQkxWTVUajDM2glGTX94p4M+FsBC9O0oijfGdK8siPsg1t7l4NkpY3IE2KHzsMZxndZXpEXNWo1NG809dU1ltsOwWkOVU25FtL6K87lrnSl2reoE5v40RR/Khlg2hO8oLF+Rm0KD4W3Kf5ah+Tpzx6qJvGwc6FMObmm99Y5ybOMfF3M5/64EUuZMRQ7CcGpGLLLgRSeyRtd/GnN5BWffCvEyoRhqhp9ySBoej4Xr4vGbv0nJaP7Ba1ncf5GgFXB9C50jlqJ6c5XYJ3EwSjoPaoYfFRjf1wgQpntFRsBwcSAkQ201RrsvJalgQ3x8xR33pA8E1dDtu1TDQPqrkSk14kricGVvFGoVmDKVX9VUA2EF6Jhy3cTvLEkFM+uO7Kg6CtOv+ziz/WlS8FqwJ2L0HdxVbovpxBeQjXw8FJDZ18THsmRXbsWagXtrjs2znLlVd1wSfZrmlh4pU2gOPuizHKrvitb0VDcLvleQvxsSXQiOsj4tKVzUFLHisk9C2/ZUsc28z0Hfy5F+OBXQrQnP2PZlZSRYl3ixY1jaGLD2ecdxm/IRjc4V9giSyQYG4IzcNO/eusmIl7ziT4+C9en4pYaY74NfHv158fA1/5fvqYA/t6nut26ot0eysa0bmXzWdaC4FtPcBYrwWxok99ex2oNVtHiX6SSIIKLKhvc04WIaQMf53SObSmRf2yMML5NMRJOqL1/RruzhlIKXId8aBMeG9rQAsfGuDadg1KAL6sFQPhiTnZNSE/D+xnlmg+rNGBaTb4h845sJ8LaCImezljcHchRxreoujaLXYmUnr0xJH6R4zSGJrRZXo0wCryFeAybN5Yk/zRmeTPBnTeM3lmyuJaQPDMcfSPg6m8XjF9PMBbMr66vrEFCif/4he8dzmmGIudAiY+x7jqMvndKs54w+LDEWVTM7iWEFw0mFHnG7E5MeFoTnhqik5Kzz4X0H9f405p4P6NcQZjdZcNyN7jkp8YvhE2a7kbka8Ijnd2WlN1yoNj8QYada5R2UFpYn8sbySUhqup0hJM6c9EOJE9yZrcjqkRh14buk5LguCHb65BuikleaRs30xLWaeSxDM4KZndi0s0IN1tteAvD4o2aa/9Ekkn8aUsxFHbo4KEU5+7TCndSoNqWai3GXUiIw2LHwa4CwtNSHA2JT3rFl+1v5FB3bFliacPoLUN0UpNtutSxIhxrsjWb5KBezSVbWt+j2JKEFuNIxHl0JMWg/5FsyCd3LTZ+XDO96dJ/VOOPwZ9aOKksH7wXDe7SAQPrPwKjwCn1ihEB2aZo7tI9g7uwKHZrhu+/pILzGYkz+iTXZ8OhYGTWBqBDV4b6q7w092CMfTLFmqYUI4mdmV33V8DlCu07xO8cUV3pcvqrkspb744kprwTCgJQKexFibuilptuh2IjxM5rqo2Y7vMS+2Ihg3glolc7a7BzeVJ6s4p6GOEumksd1fyaA43MALNbA9y0pf+oZXpburp6PcbJ5ZkQnOQcfxPqBKY35WfItwJJnp2WdJ5nxIcl7qLh/A2X+I86dA4quj89wT9N0Z7N5g8b1v/4jCvfycVfm4sbwk0NwWlOcFripA1NJMffZq1D3fOYvJrgLTRWLfonXHk/s4qWYjMkPJOAS7GNCcDFm5YYW9TzvacNy22H2XX/ctblzhta1/pZQbVheT1mcq8j2jRf4V8UovsCohN5HJyspvvelPikESp8I1FITs5K7iLmcjfVWI1m8O6cre9ML4MWy40Ib1qv0n5biSj64ALjKJY7Hm1gke5KQfQXGm/ZEp80KAPhY4/5VQerNix3HPofiAui7Nn4FwV23lCthyuRtWZxzRfAykEjw/3YoRi5wrKdSbjA9GZAdFRS9iywZBHRBhbRSS20sRVAJh9J6vDZF2KcTFN1bXpPC+zSoBqYvBKibeEltK7CSeH0iy7JgXS/8WmLuzCEY/k9zfcckhcN3WcV0XEtsUxDRb5mkW4J39VYkDy2KEct3qnD/m/83MlBf+b6/1Ln9pkobkopGcAPIuzzOc2oIxq3i6lsJLsx9U6f7uOUNrRJXlRM3+jTDlcE+NDHfzam96gCY3DGKdY8w7qYY80z2aTmJe5ChrDVla6Yins+zqJifNcnvbeOXQpToA1lba5dG3dSYKWliIHzGmeWY6flZSS0cSyCo4zg8cWKWyA/U91xcBc18xtCynLnFto1zF6T7C7pBKSYqtZgFw3uOGPr+wW9JzXuvKS4PsLYNs75kjqyqDcSmX9thhgFi2u+bP2uxhQbApgOjwrZ7CZi8B/9eCyztbLFmwq+UHtybFWtgF+ssqXu2Jx+yePpv+uRXo3pPqkI9xfMr4m0ITpvfxYaORSkXvQ8pY4t4v2c8KzCn7dkGx6dQ4H2lEOH3tOCJlTYaUXdcWm6AZM7LuVArRYmUIwEdzi7o/FSkQGluxGzewmL24n8riJ39XgrNn6aU3ZlbpndHuKfZsSHAlexS03nsF3p4xyKoU3ZVWz8uCY5EKhxfNxSrAc0vqL3kSyBdGDjLGrmNyJ5Y6tElGs14l+1c1mItIFDvmbThhb+QjO9HUgked6Sr1n445J8XRJZMOIzVhrSTYfOUXvp9URD/2GJlxrKoWw4k+cVSkOxIf/P7Lot1LUVsDkf2sxuWcQnEiOfXpHj9PKKTdVT5FuG7Iq+hD/nW4bOU5uNH4mh/698/f9o5vbyLtuWLenBGDOeAoL6Y2NEdXtbpBbnGeleRJXIRqr/7pSLN5MVBV5SMey8YfrmUIzwW6KUN5Yi/dw27bDD9HZI1bEp+y7RB+fYWYNx5Mnij0u0Z+GdLEWIeS3CfBxz1GrJqGoN2fUeWBadgwoTuDJb63roJMLJNN0XDcFxipO1NKHN8IFUu/AM/IlCVVJYlruSBNFGDtqTzLfsehdnWuLOG+quj3EUs3sJHJ3Sf2eMe5HSfyi2o87znP4HKeHDc+xC0HP+yZJ8K2C5K/q642/4nH9lyPxmhI5ciWVayVHmN+XIGD+aUnc94oOCJjIMHqxgNrUIcPsPa8KzmjqyyNYtnv/NiOktkU5gK3ofLqm7HnXs4E9rOvuFiIEbg12KGj95XlEPAryZzOA2fpiiGjlCpRuWeDo9xc4fGPKRRGa7qUgvooOCjd95jvZkhmrnDe5PHjF8Z0ZwVuBNKnTgSBacI0uOjylSw3czvIWm91jI9ssrNovrahVP3tJ9VpFdCTn71rpoKT0Lfy6F2S5X1rnYXr1htDKcvxkQTEQona1ZhOOWwXsZdSJvAge/1iE+LCn6Fp3DEqeURYCbG/KRjdKG6W1LpB8bHssrFnYOnSPN+FWfK//FQ7QN4ZnIWepQ5nXJfs3aT2b4U6TYBxYXbyrSK1IY3RSSJ+AuLKJT8cpGhxI5bixw8pdRcV6qt/Sv/fpsFDetqTcSTDdG371GNfRk23jxszghjBCGMJBtuczv9Rm8n0loZORT3FzHqlv6Pz0nX/ckFXezT/bKGsFpQbEZ4uYGp9B0f3hAvd3HPpthFcKYVGWLdzhHZQU6sMWkPsmxx0sBLjctOpJuSAeOOBCKemW09jC+jTeTnC2jFK1v4+StHKvHKe5CwCVX/lBoSYPv7Mv27CylCW3aJMC/KCk3I46+FTK/7rHYWQFHXr9BPYqZvTGkGLmSqzZOmd+M0Z2A2XVZJixe6ePNGoqRxXLbYecPMjF5T1dR03nNxRe6lxHpVWJTr8cSE2UpOs8h31AixZnkFDsy16v6DlWiyDcU3oxLmUHV9yk2QmY3XKG/zytaX8AxH9Oy8i1xKHgvJszuSDdXDTxG71UUQ5vOkURkSyw7dJ/VghzUK4lGYGNiiWGaX/WZ34hoX7tOvhNz8WaHJnao+j7JiwYn14zemtGGNnapKTZ88qFENbWhjZNB57nBW20p3UkhjIWThvPXQ5rQwV02REclTtpKp+mLB3f8aoybGrrPy8tU3u5zEc0ax2K5I8GbyXPNck9mcqoxFKvYorKriE8a0ZsZOP+cTTBp6D1p6By3aBviE82D33kFJxMTvrcQwld4rsnXHJY3E3qP5XFa7lisvWVwl5BviRe19RROJkuH5VVFMBE2w8eP70u5fkG/+nSX7gSiMSsrrIf7xG8dylZqY4RapCKtyAq0A4urkjXfe3eMVTQ4F0tUI+/oqmpQ8yXdn57KO7FjET2VHLjo6Zzk8RIn1+hRV2ZQ3qrz6nhYWSnLBN/DnRQUQ09gMp1VBlxVY2USwmjPC0necJ1LTF4biiYsfrJkcSdBNbKNbbb66F4k8otciFPGVky+tYuTNhRXEoLnU+y0olgPqDsWV/4oY/T24hL0iyWQkt79iZimhx7tIKL3wRwsi/W3MuyyXXkxLYxiRVpyaSJB2NlpRbkRUazJ0iM8F9L99GaAldeUQ5dwrHHn0Po25VYHd17JVjDXjN5NaWKDkxmi45Vj5FxYrtGZcDqrUYDVavzzEn8qWrHwVFF3LLJX1ug/mEu6rga0RPSUXZvBhyVnXxSzfLbhMPhQANbFQKhay3tC/eo+L0meF1hZRetZ9B8VBE/HuLMKd1Ezve3Sxh5oI1FUqy7fWIrTL3qXyw1/bljs+uS7MfGLXI6ec834rksx9JjcCyQw1BJaVbopLNXWldne4MMVsb4vC4w6kVy9ZL8WKUlhiE6Fa7v+k0yy2dYVk9suix0bdwlVX8ttdG1m1+XNIH6Roxrw5lAMRIjtLWR8YCxJmPk4mdlNV8femcGb/gyJGB9pyoEi32lYXBUws11psi33z3v5ffLLvPyY8b/O6zNR3FSjJWfNtlFxJNvSiylqkWG6HdQ8Rfc70lp/fcbshk12o0fT92E8pdjtXt4OjgOWRdV1ZU7TilTDuLZQxX/8hGIrxj5fUO725cVxugBjOP3WkHoj4eyrPexSg1IY28ZEPsZzsWcp7sls9cS3KLY7oruaCP3KKjXZ1Zjuh3OqviOJtYuSchTgpK3Mla65TO/EtJ5iuRsI3u5za5QbEf64EojLtUACG2MLb1yRb/r45yWn3xxi1wZvWstjllcYJcWuHHpMb/loR+EujaTI9mxG9yVyPL3WIXz7BclzjTeXxYhdiR9xcbePXRrCk5LRezJct2qNPcmIjkq8cUXV9+l9CP3HNa0vx0VruqROPMrEEl2eZ2FnDVhK7seiJjyTZ7pVaYqtWGZzFwWTez5WDeG4oeo77P0vj8QsP9OUffGVKi2FoujbnL+xilmfZCxv9ySOXsP0y5tYRUPr23QOWuY35OvixzOSZyX1amHcf9Sujm+Gom/J4mRe0yQu7rxiuWvRfdGCkiDJYmDjneUMPqxEDHuyGuCfNly85vDkNz2xwPV9yr7Yn8Z3PfxZKyLrfBXNZUnn1X2mcTNDvqnwpwarUliVpuxL8KW31JRrPutv1VRdmL5qCMYt0WnL4upqDGLJjFQ1iDOiNhgHRvdbwrH8zquOYvNHFcGRc1lolleEi/pSrl90bp/uUnVDs9lD1Y0cQVqD6XYwoY/uhhSvbKH2T+j+5Aj7D3oU6wZvXOH99AkqDNGOIt0L0bGPHnVRTUt4lOFOCnBssWflFdF3HsLmGv55Tr3dR3sW+e01VJqDY7P2wznu6YLB+wXBaS55cdsrhmpVU+0MqPYG5HsJ1TDErlcWpq6HO69w8pb42ZJ6EBCeVHLcXpN8Mu1bBOc1m9+d0X0um8Rg0lAl8iKuYxuragmfz+g+zsiu9xi+M5O5H9CGDt2nFVWiWO75qKqhHUScf7mLnbfE753RfVpRdkV0OvigILwQNF45cIkOMuobWziFxvvpE0DsWe6ylY9ZRdUTLZl7NMEqWhavjbCLlY6tI0NtZ1HThBKzXu2NcLIa7UEVS65ZvhVehlCCBGy6S00T2/jnwkHQnk33mdiT8qHg+c7/rZuXz4d8ZEuC76TBmzYSABBIgcyu90juXxCdlJx/PsTNJK2kDS28WUPnoCJfdyl2EpxZTnwi4l5/LJ5Vb2HoPRV5DsBi1yXbDgku5AXZ+MIV7eyXVCOhavWelORDB3dRYZct6U0JlNQunH1BKFr+3LD2biFSoQcpj/6uT74teXRKy+1WXYWxDfmGcBQuXvfZ+GGKNzMsd2ymtxxOvuqy++0CbMP4rks+tNn4USnEsr5D2bMIZrLgCE8qVCOBlh/7Z5tIcfGah2qRYM7KXEK6X8r1i4XCp7ws6zJJQM0W8O5HqKoG10E7FlXPwexu0q738KeGre+2wlPoJZgkIjxMRaRoDNZ0KYr3aSqgZmMwvkdxrY++tYOap1R9X9Tw57kg59Z6kr67G4Nji0Sk73P2N29Q9mzqQYDxXLyDCd6zC4KTHG+cY6f1CqrsYS9KFlcD2tjDWVTUiUO51cFOa5pEeA5Vz0EHDq1rXa7LvWVL/CLDn4pav+0GVH1R/Dc9X2ZYgXhCj7/h408NnRcl9Sgi3Q0JplpErLbMuowlNqPzz4d4ZzlGKcKTUhYUnkV0kKF6CfaioPXFoJ9uypHFLjTLHZ/yxhrKGJJ3TpnfFLp8PrJwcsP4jYjFTS1E+F0fK6sYvSNOgWAqW7xy4FJuiNUsuX9OE1lEz1N5IwhtFlcDpjcd0n97eSnAdUpD3XFEnN1XhEcZ+ZpDE9sEFwZ3YZjeDglOxa/rnqWEZ5o6sgjHhsltl/k1j9MvBdQd6Rynb/RXBnvF9I6HPzXUkZDYVQvFUIS7xobwXPR6ncOS1lUSzbTnyVyy4xCfyO9nejMgfuKS7mn8uWZ0v6EYKoySmWDddTj/fMzGD6ToaEckIl5q6D9s2PyB+GA/nqvpQCLIncxIh/fYcPa5gK0/VFitCI3n18XoP3lFngvphkXddYR6NtPUsQCo646i97QlOtV0n+rLgu3khs7RywCXgtL6E318Fq7PRnFTCuNYok3rJdib6+huhBrP0IEtav7jC6qeR76hiJ6nlFeHtIME4zk0PZ9szRGbVb8j7FLfwyoa1GSO8R2CgwVWXmO6MU7a4E2Fx9D6FmiNiaUDrIcRF28mBE/HjN6aiV+0lm2ssRRmmUpn6QhfFEsxu2lDLawC4yisRUFwJHMwe7zEPV3QesK2rHueUJ8ie3WEFA5E2XfJ1yW+3Mkbsg2L8zdDcS5MhdTVfaolOnzdI1/3yEcWy23Z/uY3BiviFPhzQ/KiQUcu/r7wFppYlhfL6zHNVp9yIwYtL/bew4xq4Im8YSbG+DZ0yO6u0XqK2Z0ORskRJz5uufJ/G+bXPdxMM7/XR68cFsF5hTdt6Dxe4Cxqsg3RVtmlxvj2ZTR7dFLTe9pwa/2c8u9PKPv2igfQCNG9gnQvpnNQYtVGEo4f11IIlSLfS1jcGxBc1CIibgzd5+I93vx+zuD9grJvkzzJGbw9lbnUQnRnxUi6mLojSD7VGtINkWcInEWcCflQ0X9YEFzUhMc5+7/usv+f1Vx8weBPDL0PZHY4ueOsOkLRoDmZvgxWLQY2XqqJDnPcZYs/rvHmNW6uV1Hmiqrr4K1M9mVXqFrGgekdgSz/jAWh8eYSjGk1ErWkNBQ9i2Jocfx1eWPLR/I7bEJFuqNQBppYMb39cmZu6E/48Rm4PhPFTXs2xbrH9I0+GEOzK/ouk2YS4W0rqrtXABjdr7HPplitFqL8/gneh0cMHyxpBqHYsHxXtG3LnPk3r9EmASqVFFw1X8UWlY1AS7ShTQKyu2vE+xltaNN9VgmA5nyGdiyWuz560MFEPioIsI8vsPKaerPH+K5H1YX559YwniNeQt8h340l9nqzB61APMoVaKb1FON7LuZPzUE6j2Ykj5fUsU0x8kj2GzoHrWxlV08WNzOkWxI8mTxJZa425JLg7qTNCudmCQXqZAaug7MUKcfi7oDWk+8ZPJ8SHC5oXUW55uPNRD5h1YbkwQVWpYk+GkuU98AiPtWS+NG3iV+k9B6LBiw8kw1pG9qSQpzYqKoh2wnoPM9J744tUtJYAAAgAElEQVRoPQtVinyiCS1mN4VS/+DZNrNHA9xU0zkoaUIbJ6tx/9YZ+/+OZnwvkIDSFe6x6ogHWbXyohZ5iFlBjWWBUA5dtGtRR0rCPQchvYcZdSTM0OBCikV0UGAsCE8KcVyksvA5+A0JE9340RJ7KYJmAG+muL1xzp039mk9Rfd5Qz60JFbqTI6+dUex2HNIDlqKgUW2abHYsYX/kDZM7gZMXgkou8JI0L7hxW+K17j7tMKfazovZKsenJuVANiijgXU4y4MowctdUdRx/KRbyqCC83Ot6tLGPTHcUltYDj+TZk7ti9Bw6v4ZALeX4h4/9Rl1UI/EsuTZnk1ou14sLuFKmvRn31wKAPncUm7NcBOaxZ3+7C5gr8YydBvk0AI8NfXBTpTaJrQptobyQa2abDPF9gH52JkL0X75S4bpndjnv2HLeN7Pvb5Aj0UT2j//hTt2VjzDNONwRdjs3Es+o9rnDdnLHZtmkSOkcaTLarxLJyzOSbyCY8Ksg2LwfsF8XGJXYrSvPXFmD+/16dcC7EaQz60qDo2Rd+iiWzm1xyctEG1ksw6veVDo+l9tGT7uxXpbiTkck+wgzu/fSISjr2BoA4bIWQF40oIUL5Nvd2l2uyswMGKfENM3tpVtIMIq2oprg9kW4sQlfqPGqpEIn/ssl2JcV0mt1casysSOVVtdqhD2TaqVaIutpIATE86yyZUuC98nEwKQhM6eLOao1/q4Note1fPmd0WelV8Kh3d6L0CZQyLXYf5LSGst76i+96U8LTGaqCO5ci//n3xIGebgmsMx2Jtaj2RtCxuhPgLzclXOww+qjn4Gy6Hv+yw8R0b/1wKWnq9w8XnEtm89gz/1d4/56ujZ9S/NsPYiuH9DLuU4+zHW01vbqhiizqBcgC16MypOw6dQ0EGOrmh+0TjzhX/8Jv/kvM3HLAU6bZFOG5EZ1jJhrRz3OItzIr9oKgjRfd5S7IvC5LR/Yb4uOL0Kz5N/LNNpb/QVEONZYuw11u8pILzi4XCp7vMnwrqVU1L790xJ18NaXohJvSJns3RWyPGd305AjmW2KwiRbnZkQH4yr5lVZLqaxcNzaizSpBt8Z6cYl3MBSRji3YqOFzgrszPVikK9I3f9sGC9NV1yq0OVr3yGh5NRTqylbD4/JZ4WccZs2su7Vs9hu/X1F1HZCSboSDlZiUm8mkGIeleiD/V5Jsedlpz5f86xE0N4cNzgtOSOlREb70gOKtoA0UwaRi9s8BdNuQbClYxQOefkwXE8S/3KNdCFrsunScLWt8ScLQrNC6lRcdlly3Gt1nsSFpw64oGr44dnGlJOBZvprtocOdyDKz6Pk3HlSSMXOJ9Pu6e+o9reo8Lsm1feJ5HBeUQmkgYscWVBKNEQlGvIC75usfpVxKa2CbblG7LTQ27vydps8MHJcHhAmMphu/VXHx/k1ke0MYtVd/FG1eUQ4di5NFENtmWoonNKiFXk+910Z5F9/0pybOCdMvj+JeH1CviukQ6KYqBYv2tjLW3a9JtOZKuvSsJLl/8tQ9wX5lz/iVDvh0wuxMTnEuEk/Ztdn+/5j/53/9T/vGDL8OPeiyv2DIyGdeERxndR0vi05b5DUs8xrsNnReG7E6F0maVdefgzhs6+yWtJwXzt4/foFjX7P+6e5kSInNL2aIe/Buw3FVcvOYyul+Qblu484ZiYImBvm9z8XqAkwrbdHpLYtnDk4rOY5u/c+8t6NUvb8j/i+L2KS8FZ9+Sd2cTh6AUw/clPVf3IvFwZiXrP01FHLuKGo8Paxmix3IcbWKhWpnApRr4OBdLEf5quV0T+lgfPBPDu22vBtxyhGwiscxYDaChjmTJ0cYu/vMxJvBo1iW7LHnrGB35NP2QznFLfGhwZxXppkNxJbqMFjKOhcoEYjy5a3Hya40cC5Wi3uwRnTdUOwOWV0N6Twvqm1ssrvms/yST2dP+mTw8LUxeCbj4vKHqacKL9vKFEJ21tKGLNy2F0XqQcvQNweBVQ4E1O8dTgonBLls6z3MpWoWm6ft0Hs4klBOR0jShhTctaSIbq6xRxtA5qlePjXzPOnEoBhbe0pDuhXReyPHUSRvcRU2+7hKdSnhl60s8ktUim75zQ+sp+u9OMI5i9PYC/2BGdq3LyddCzt906X0EtqWJ9h2qjliQ/HFDcFZhlRJvpANB+i123cvvk+8mVD2X6KSm+0Ie63TTIV+TRUXrKY6/EZFuOay9VRKci5TGuyh4+D/fxfv9Hhs/kKdk78MlrW+RXlHMrgdUXZuNHxra1KXzQpiwZd/Fe3iE9iXGvgkUgw9bvJlh6w8twguNWjjSoXuSWuIua+bX5Xdpl/D0u3u4S0VwJjIVYynqyCI+1PQea9Z+YOFkkrp7+qWA0f2abMslPm5xMtm8dg5b6o44YKJjc5kA0nva8k++/1U67/givP6rXi9x5qaU2lNK/b5S6j2l1H2l1D9c/ftQKfUvVuCpf6GUGvy8d/czUdxUXrLxR6JK53QMTUv0THyhVc9DRz5qkTK/IZRwM+hS3lhjfM+X+Ou8RA86BE/HREerDq7WlLv9SwV5ca1Ps55grl+h3EpQdcPydm810K0v0yJAsrbcTFN3pVsobo6oRyKYan2Ldr0HtsI5X+JPahlgr/kk+zVlz2ZyN8CdC/RYlTU6cBjdb0keeFSJzI3sXL4235TB/MGvhlhVS3xYy7a31bS760zuBGx/t2DwfsHggWLwQGZL3lLTRKKnynYCESPHPqdf7zH8oKW4EtGGlvz7IKFKFJNXZGNqfJtizcVZiEdXGSPowp2YOrYugTMqk9wcibKWp4paCWRbX2xa8UGBm5vLDbBzviQ+LOl+OMcpjOjNnleE55omVAw+SOnsF7SJT7A/p0k8ycArNdYqyqcNoPs/dOk9EvO7P26wWs3krrAslAZ3agvDYF2OmcaW7jE4K0TXt0LeBTMhZslxFTr7WoAqq47dyWqK7YjBRwVr7+TSoRqohgFKw+Cjls6RsA/ydYu17zi4uRTKOlY01zaY3QxpYqFXXbxms7wqj1e+ZuFkiqqviM41y20be5LRfV7gZAp3oajWG8JjRe9Ju1ocNYIp1LL1bgPxms5vQXBuyEcOZV9cD04hR+HxPZvuM41dQDFUTG7L0mp2w+b2/1q/PBkIL3Vb2gD/pTHmVeAbwH+ulHoNiUj73RV46nf5JJFpf871mShuKEWyX4o4ttdB1Q2UlWjRfItyM8IkMYO3JzjTHJUVeC8mhBea5Y5DtTOQnH9txM1QNmjXInh8dpniEb79QjLBGhHdmtAnuKgu74KbNhhbVOLJR4uVjkjYAdpVIvQFgqdjrKwSN8Tqflh1i38uRvjwtCY+aVlej9G2Int9m3LoX6q7o1PRfDWJT++9BfF+Th1ZJE8lQkcZw/x6gLYtZnc6rH9/QtWVLLFkvxanQKC4eEOEo3XXITooaH3F9JWIzd89Jn6RoR3JD/MuCqysJD5pcTIoRh72wwOsxlANA8LzhiZyCZ6JpzfbsJhfD/DGFcXNdZxlTXBaEB+vikRHioZdyHIj3/QlznzoCug49NCuRXqtcxlc6U3Ly24i2w6pei7lyF/FlztUiQCM8y2DDgydA0kNsWuhtc9uekxvBXSfVpfWpq0/adn6Xkl0bAhPhUlhl4bp3VhgMx8WBOP2ciDvFIa1d/KVFszm4o3VtrgrSEZnVpJuSYeTr1nYZUsT2xQ96eA7L0qCC00w05x+2RIwT0dEvFZraH1F8kJCR+MDQxuskjmeyn+PfknROWqptxLSLZ+NH2uS55r17zj0H9cigenZWIXo14JJQzmS7ahqJW23WBPgj5MavGnD9I6FNzOEZyJM9mZSFN3UML3loho4+mZI/1HL+o+XL+GF+gmPpJ/gWGqMOTLG/Hj15wVC1tvhzwKm/jR46lNfn43ihsEoJYZvz8U4NkznWGVD/NYhTWihuyFNN6DaiDFRQL0jxvjhu5LWoX1XoMRnE+oNYQA0W/2fmXgdGcqffX1EPQjQnmilgtMSZ5bjHkypI4tq6GGVNcGLGarVdD6aYueaeitBexb1Tp82kRem8V10Pxat28aq9bcU6aaNthXBi5mkQCiIjoTXOXnF/hmF3VZiISs0k9fAPUvRriVm656Dm2lUKZ5Jd1Lgn2ZYWUUTKnb/ZUr3mSTITl6NWOw4ZNuK8TcElBycV5IVd6tDs9bBPy/pPi+k8+kmJB9M8U8zvLOc9IqLXnlbN3+QUQwV+VaAf7xAezbpXkTvvals7JaSOZdtiSjVLrTc51zjzVcx8EYCPufXbBZ3+zSJR7A/JzyXaPTgNJcj314s2WxI9xEeK9yphZO3jH46p/Nwhpu2dI7EHwkQHdfka9aKHqbpHFT0P8yo1kOctBUYdCNey+jRhN6jivU/ucCdN1RdkUPU8Qowk7iiJ4xt5q90iQ9LZndYvWn6ePNaYqWWNUobOvsl0WHO5g802brD6L2CsmfT+0gEy8dfd8l3GpZ7ivjQ0HtSYxREx4bh2wp3IRQzu5ZZpbds0a50w27aUHVFHG0XDVXXZvRuS+e5Ye1tTfSeBIXapWgCT77ms/3dCuPA8EFOOYJyKO6H7vOS5VUpsN5UtHZH30pexsv00xS3tY8BUKuPf/Dn3eyKbfxF4HvApjHmCKQAAhs/7939bBQ3y8I7Txn8sw+g1ZjAJf/KTZk5eS7dP3lGsRnKDG2V0mEshbdscfcvsM/ntB1PHA3Xt2hDm3zNohz62GmFdzCBpmH8WkAw1aRXXHAs6lGMMy/IrnUprw7xZy0YaLsB9UaCPU5peiFWq8k2fbzTFDtdpa9uBuhBB2uaYuU1F685LHYdqq5N56jBaoWVCeBflCyuRfhjQ/Jck2+4WK0kB599VaxEu79bUVxJZEbIx/IOCRRoQovlrQ5t7FFuxFQ92Yy68wr/YEZ01jJ8vyQ8McxuiWNi/FqIcSxJlYgdIUdVmtazaHsxxlY0PR8dCM3p4yVNE9oMP6gpBhaLewOa0Cb5YIo1WZI8L8g2HKxSkzwzLL5QcvolV6LAxxVoSf+d/T/svVmMrdl5nvesfx72XPN05rGbPZPN7qZIU5RsDUEsRxkQJXEGKPCFk8ABchH4JkDuEgSwgQRBEAUxksCKEwOxotiRJWuKKJEUySZ77tNnnmqu2vP+52Hl4ttd3VFIsUkekqflXsDGqV1VZ+9VVftfe63ve9/3OeuSrHi071RkTYPKNRk91ROozGEKSuGMSkpPdiXOrMJKBHoifAaH6GyD6aU23m5MtGIx21JC1irmx6+OQdGwRIKSFExO2TiDhMatMVSayjcFht22pHvbtFC1JthLKF1FcFSTdqWrnXZMSlcxvOyx8UclaPAGFTuf98EAIy0ZPOGT9WzZ6RWa3jvSADl6XhFtBYT3Z/hHsPwVk8a2pn0nkUgrYHr6g4aZmVQ07kypfIu9VyziVcXOF2wOn/Vp7Fb4BynRZiAm+KQmbymypoHX14QHNVYmuzQrgsPnHdq3c0YXfLLu3OZWauJlB/9QkkJqW9KkuzcfkXH+o9fcjt8HQM1vv/adHk4p1QD+D+A/1lpPHs0kZTwWi5suS4zDIardhKrCGEzlOBn4aM8B3yO4O6ZcauLtTgWsPEwJ39wTaUaWYw9iyqWmBE0mFXYkBfAqdCAv0O0mK38ywBvk2LGg17SloCixogr3YCY1rLRmejqY+1RN2dXtT3FHJcViwOhKg7zjMjpvYYxjgUSbiq3fndC6LzuM8I1dGvdjvEFOcJARbfqMLhqEhyXBQUHvj7exj2P2fiqkctW8xiZHivCtPdrfPiDakpjqyhcrUridYE5TjErTvl1j78gxUhwVsltKVhTuQI6eaHlhhwcFyYJF+L5DwFFo16Rs+5hRQe2ZwhMdxuSLoRzFuiZ2JNloGAqynPFnN9CWwhtWWElF5YIb5thTmG25zDYl0ijrWCeFcWdc4kQ1ViQSEjOtOX6mMfdcgh3XdN+LURU0H9Ysf0suwMkZ4Tk07sciCUI6gd6wwppmJ/KU0pca2/RCEzvSTC610KYiWwlOdsd5w6D/pMd005zXOD38fokdSUMiWTQJjkpGlyHaUBIeeneKkdec+Y0+tWmQLQfzRcRifFYYBbMzIcNLLu5QAjaT9ZDKRXbHKeRtW9J+S4m7ylvqxBs6eqKFcxxROZBslLhDcSsUgUGy4jG8bFLZEjjQuy7Bl96wZnzWYHBVLtnJEwVeXzO44hIelLhDA1VC0ZDXUvNBzeqXB7gjTbRqfmcm3Q8wHqXOTSllIwvbr2ut/9H80wdKqbX519eAwx90ro/F4qZMEwKJtSmXWsIWrTXlckvQcL6LGsgxUU0FsJEt+lQrHSHJWxYqySRpoiNHDSvVAloeJehAzNRkEmMU3pV0EPfWITpwmW04Ehc0KjGzStJpk4J0s0Vyqk220Z4Xcm2a9zOOnrGxYo32BBKNYTB4UiKzK0ehAzG+28cx9nFM690hWa+mciWTTLdCyo7Pxu+NJel3UuE8lO5h3W1QNwPCBxHHn3I4eMEhXjbQSqHSgvFZV2pRGx0JBDAVzjinNsUCZCUaK65JF5QYw32D5oOU/lNNKtegsZ1ipCUHLwop6/3dT3yheyIFcWby1us/nDK84BBfWjxR3bv9jGTFpXs9Jc8snKnGPyxo3YkoGzbuqGRyVl5W0botAY+uweIbM7KeIO2StQDv4VgYEp6JPc4J9iRKyB0o7KlwDeJ1n6JlSSaZqZmtWxx+ts1szcSdaLKmQbzuyw63oQgOMsq2j39nQG2LyLc1T7xtPSiJVuX4jJKkkNYDOeIOrtiYmbwxZAsu1DVGUXP02R7pok28bLH7eZd0URPufyCqNgrIO/I3t6cl/qFmtu7SvpNQNEzSngCVvX7N9HzF8JJL2rVo3YmZnW/TuQ6910153IMSZyY8DyOHeE1+30fP2hSB4uAzBmYKtS0ymr/5uT9gcg6aOyVHz9gE++LSaOyWjC6YjM8ZRGdb2EmNmWr2Xv6+iALffTyimtsc1P4/Ate01n/nQ1/6MGDq3+ED8NT3PR6LxU1XNXoqyR9l00a3mx9IPrKSqulKVPjtPShLDl9Z4PgZl9oWNbxuBtJUKOt5WJ4UcRdfHZAvhzBP+tWBoPaSzZC8aZBeXAHk3TZ8GOEcR9g7A+xpLljBUuP2U6y4wJ1UBA8iMKSDtnAtpWp6JE9tEm81RMrRkIyu+//KCmoSScQ5UHYD2jfmIZCznGylIar+hkNzR0zr0dUl6fAuh1Qth2zRJ9yvKdqaeE0zvBpIQnEF9kyO5fFGgIoz6rlns3Y+SLSwYphuufgHKfbe6KR2VPomec+n9IXZoCqNd3+EkdWkyz5lIJ04r19Qdn2aO9KQKX3FvV/00KaBO5TFf+Ufu8Srgh6cnAuxRhnxsoUVwe4XpIjfuhNz8KJLtBXg9QuKpliJxs8s4h0kFA2L/tMBw8se/pFm5dWEhWspowv2iWOiNhXda/J4C28ntB5IHTJZFpFw1jYxUyh9i3TJQXs2SmviJYt4TZo52lAsvCtwZO8gobYl/bd7s2DlmwnBnqaxJ0SxOpBuI8BsXbqe3fdqik7FdEM+7w5KgqMK71D0aEXLonJlh1a5YifzBuKTnZwxaN4xKVpiq5qeDig9JfWzGLyrI8bnbIYXbRE5DzXJcj0/0sPgZ1IW3pLUj+Vv15i55h/+nb9CsViy/7JJvFHhzpOhs5ZJdHbeCY4qcUgsKIrNnB96aC3BrR/l9r3H54C/DnxJKfX6/PaLwH8B/GWl1E3gL8/v/0DjsVjclKFguYdxMMC7P0JNZlSeQbWxSNUNKFoOmCZkGeXpZRbejgSWsTcUbVY3EAO8I0c4d2dMsJNS9AKMXH7RedvBGM5AKfz9hHAvx30wgLrGuXNE7VpMrnSknjenXnn3+pj7Q4n+uTum6ErdyjvKMSe5hD7WGmdSYE5yWl+9hyo1vfcqZs+uS0IwApmxEqgthRFnuDtj8o6FmZaYWU2y6s3JTjW1KxBjb3fK5IxB+waYiaJyYPtnQ8lR66dkHZvhJYvDL64yOe9TuUI80qbQl4xCXuyzUwHFWmeeJGuTd6x5goZ0b9OeLMDxqo2/PaV5Y4w7KEmWBekX7CYML9rkTUW4rRhe8rGmOcZUHBdmxgmBqvYksHF2SmNP5KU1uhhipuDviVHf62ucQYodVVShjTORC7H/fEXeluDPMhDY8fCSjXsY09gX36aqYHDVx8hrolVZzMP7M9xxhT+QrDN3WDA736a2ZdfmH0kDRtXyRpWHiv7TUlwPdkU2NNt0BXTdFAP69LRo4aanFWaqyXqa4DDHjAzyDhw/NedQFJruTQmsnG5ahAcVK3/cp2hKDS9vylE03NVEGxrvWLLwaluaAt6owsw10d02o6cKJp8SJkLzYY53JCm/3hGEr/nCyhjXOCPpyCbLCgpFbWnQioPPyJuMN6wwmwX+kWbni/LmaaZg7zwahsIj7Jb+idZaaa2f1lo/O7/9lta6r7X+Ga31xfm/fz7z+M8Zj8Xi9v6oV3qooqTaWCResqhCiaOxopLkiTVYW0ZlFUXLobFXkVxahqrGOpqSLjoYWYk9KSkXG9j3DkRsuugwenaRomWhW6Ecb7MC9+YBOCINyc8sUfom4cOEaqUjSboLTfRwLMfElg9VjbszxjqaCJKu5WAkIrXIOjZGlBI/ewrvzhHN6yPC632p22VSaG/fSTHTWmQupqjj02UPe5KLp9U1yNvC8LRmkjbijMQT2HtP8rqMfJ6e0XQYXhKvYXhQ4R9XOKOSlW9muOOa4LjCmWm6b09o3o2I11zKwMaeZGQtAzOp6d4spN50WJKvt/CGFWXbJ9lsSi0SSZo9frZB64F4MpdeT/AHFVSauuXT3K6INmuciXRtjaLCH9RYsRzxSk/hzGpWvxZRtB38u0OaD0vKpnOy+KpcrEHO0GR6WuMd54Rv7JK2DeI1zexcU8oF6Zy/OaiJ1hzsmcY70iTrIUdP26BhtuGQdW2JKC+ki3v4nEdjT0j00VaAN67p3E6pHBhfCNGGovkgpQjlZz583sY/Kmjslix/uxSE4Q3N+IxL9x2Ff6hZ+UaGUYngubYVrXs5wVFN5SqOXloQlF8oxvrGXo0/qFh6TRMcSS3YjqXm6O8nzDYN/H0De2hhH9skyzbxqk33ZiUiYxNUKYGjqtIMnnBRFXRvVGz+rqJ1S6HDkt/51/4rZusCHDLv+My2FPZMYWaS+fZhPOQPNT5xKHx/Q893S1optG2hrt+nfS/FGiY07k7J29IlqwMXc+8YKyoJdmKsaUG61Sa+2CNvirQg69nCPHUdwveOcEcFndeO5F26rCQQM86oe01Z6OIUexCDobAPxsJymIh4NX3hHCrORN4wmQm0BjDu7WFOcsqOj3Zlt6gmM+xpwfSZVelELjQouwGTZ5fx7g2kPmZAdrpHfLZNEQg0d3whINoK2HtFoU1RpwNML3fxhjWtB6XspkYl8VZ1QjYqAxhf1kQrJrN1SzigWUV4e4Q9k+wybcljBXsZRdNkfLEhvALPwO2ndN4TB0cZmOSNDyTs3r0hvS8/xBnmtO4XTE6ZNHZEy2aUkribrPqyUzgyKEKBOhctF3dY4IxFzxcvGyfkKCsqqVu+gIJ9k/FZmyK0KEML/7DAmimqRoUqawaf32Lh7RnlQsHuT0mXtPkwp/eeHLNaD1KBH1/VHD1rs/LNjOFFm+61KWiIVuyTmpuq5RgfHtb4Bxloabi07qY07yUnDR2AdFGx9c8mpIu2BG0epNjTitKTIzHAbEsxPu9Q+pJDJ0kgBfGSQbRqEh5I0+j9+mewJ0hAK9WUnjR04iVDUofXfeyZljelvsKeKIkltxVZy2D7SwFlILW946clMr11X2heRjGv71oKZdf8N8dfJPq5mcRgHSmaLxwTX00ZnbNobNf03o4fwYWKCO0/yu0xGI/F4qYMQ5Bq05hysYFaWRTF+71diq6HtyfpIEprdJxg3z+itkUCMN1yyNqmWHzmKRXpmS6kGdq2iFZdsK25uDdHhz75VhcMA73Q4fjzG6j+iLxlkp6RWPOiF2DuDfD2ZtTNAG2bRM9tiTPBsanPrIlDYZRI0OFxQbW5xP5LgbxTmibpssT7aEMRXV2SH9QQ0LMVVwyvCN28cz0CDb23FAefMQkOc/K2gzfIJXV3XKDijLRroS3NdEsuWKOAOqiwYylGq1pLRlvLk8j1GszBjNoyJG0jqmhsCyFd1aBNhZEUwue0RFYTr7kEt4ck53rEn1qn8iXlxO/XAo821Jw9KnUz2bXUTE5ZUqvzRPbRvVniDSuirZrgSJJ5zaSgaDrEq4rhReF6ekcpRcuiaFoULU14zyLvSZrt7HRA+w0HoxCzOEDSk0bRdEuOkZgad6AZn3dYeCc7cVZoQ0oAac9k4V1J9gh2E6anPfKGIRFMhiLekEZT5Rq44xr/UJMt+tiziqJpk6x4VL5B5QkwGQXN+3pufp+DgJKa/lMhqoLaEspV0TTxhhJ9VIaWRH2nkrtX2xIdXjsG2hTL1XTLYeGdgtqG5kNxKGhTmgfxek1jvyJvi45NGx/kxMXLhvx93vP48s55insN2fnPF+JON2L2mYT9V6BoP4pjqQZdf7TbYzAei8UNQ1G7Jhz2MacpKkpwRhmq3ZI0XVNRNwPKpovqdah7Tey9IdMLTdxpjTuucCeaeEmyzfx396iXu8JEMCFfDonPtCXrbe8Q5zBieqFJ1XTpXptSry7Mi90muteWY+daj7IjHVy0xkyFgFUshcJRjXNxNNybkS7aTM43CPdE9oBl4ExKtCUdPH8vxpqk1JYcVYy0Yuv3EhZfnwo3IRTwcPealh2Ha5AuODiTimjDIzvVI9zNCB5YOGM9lxRowqWY8TlDLDuTnLLrUwY22jSw4prpU8uCrEsqIW35Yro38hqVVcRnJJ49eJ6VLPoAACAASURBVBAJWHknJbrUo7YVZlYxOe3gHEf4x9WcsCULhzOQbqAVyU5SaVCV8EDHZyxG50RTZk8V218ySRYtatvE3R7RvK9Zfj3BPxJHRmUrUNC6DY2dGrTML9jLyDvQusMcf2fRelDgDWuGV0T7tfJVgaA0t0uccU6y6uEd5xKceZTSvjEjWbDQpkG06eOORYCcN0xmmy7xouwsi6ZFtGLSuZWc4AvTnsl0w6II5fhvJe/XMmVxyVs2h59t4wxyWndzxhflpdLcLvCOcwZPivndnkrQQP9JGyupMTNwR5W4XibyRtPYkShzry8NgawjHdPFN2s61xSTLZPWp49Il2TRKn3JzrMSjVFB0dbo317A6yuGlwTK3b/XZbkxw7rvsfYVTn6uH2poHmVD4Uc+HlF/+IcdCufOEXptGVVpdFcuOj2eoJoB6WqbtGfSvjYlO7uIczCb064Elza6YLL5+1MohUyFY8ONe3DulKjHtcbILYxJTHV+i6rh0Lgvav+qKV1X99oO9nJXnAemwhzGlOstwKZo2lhJSRXamHFJ9PSaZJ2lOcVKm9YN0R7WnkW85hM+LMg6Nu6okKN20yHfCOZczQprEJGe7oiGLirx9mJqz2J4JcAoasZnXXkB9w1mmwq3J4XhxkM9dwfY+PuKctImPBJfZ931yOaR3ZVv4O9EqDij6gkvIr68KMGXc7Gtdk1UBWZakq4FsrOICxxLAhuLQIJBs+UQbULWs/APcux+BGWFPfGpfBN3VDK64LD0jYjSaxLuZtKRXvPoXpOLsXKEIJX3eriTimTJIdyTpoznmkw3bdIFRed2jb89JV1vUvrQvV4zWzdovBERbfoi1J1qGg+R3c38uIeWnWjeMLAjU2KbHBd/X46v01Me7qTCTGqao4KiaTPdsqhtyT8zSlkgp6c9vEFF1pbfTXBc4x/l5Gdc2neE6O4NK6nLHWq0gsNPhzgTyYirXIiXLbyBmnNC9TzrzqCxU5M3TCknNG28oTRF7EjKB0ZWs/BOiqo16YJESFWOwh9oalPz2dW7/OaDLsdPW7RvST3RjjRWpqlNg+GLUjJp9iLG1zsE2ybXgzWafYVWj/CY+JjU0z7KeDx2blUFpkFytgsP9yQFpKxRgSSE2GPpIk0vNgXG4krXz0rEBL3yjQwjyjCyAuvWLtp34co52JNUDWOSYF1/iLYtjHjuQX14KMBnpYRcdXmdfDHEGEttIt1qY/djjKwUlXdeYx/HqKyYA1oqstM98q7D+HKLo0+3SVY8vEEOSo7I6YKNtsSw7kzKeS6YTf/FJWpLcfxCV7yVSz5GWYvWaWeMUUhNLVqXJNWsp8jaYqL2jwp63x5QO9C6J9lgWU9sRVLU15S+QdH1wLbIei5HX1iV40pUCbe0rKldk7RnYu4PCd89wH0wwMgKiUWaB1qGu5rDF1y8g0To6LWmdm1mVxcomhbDixbJgiWCYc/C6xfkHZtoy8eelPMkEEHaOcMcbzdGG0JVNwuR5FhRiTPTJKs1002TyZUOpS/AmdmawdIbKVnPJdxO6F6XgEkjl5is2YaEPrqDjNo1hbNQSL6aOyooQ4ulb02lm/pwSrpoM9v0CN7ZI9yX4n6yYPDgFwSiYkc19jgnWTCIlw2cSUXWtYk2RENY2XKktieglVihvGF94qEtWppk0WByStJ500WFPcnwdmMaO5lIb2po3y/Em9oS8/1s3SJZtrH7McOLAouOVoQc7x0LSPw3v/E8RmIQ7mia9xJxXrRk9xdtAalB822H/I0u2tSkCxr7wJZ8ufn3PZLxSUPh+xxKQVnhHsTUcQxHAyrfRle1OAjGCfYwxTsuUIXkkzXuiMDUOYzIepaQshwLZZkUvUBEr66kcqiyQrUkCUS78/SRwBd5CXLUMrIKo6qF2zAnL0VnW7KrG+SUoXXiKY02POqGR+mblIFB+/qExq4wKeVd12B0zqLwDbz7I1Z/dw9nZyxyhpoThX3nVsrgsoQ9UtYEt4fEF3rEq4rwc0cULU3pixaqNhW9dxOMSvPgry7S2K4JDiV91SilhuM9HEOtCbcTrGkOWo6KViI1mjI0yVYCcXFMclHpn1kivrJCfGlRstgM6H7rmLyl6NyMWHyroGhJ/TBec8kXPIIHEYMronp3ZjXBgaSKOOP8JIFCWwbjcwbBcU2yaGJNUoxM0jVad2MGVzzypiEd7qhi4XVF3oY8VFKr8hTte6WkMDdNVCl0d2cmNb90QX1AVl+RoIHpGYhWHUbnJETTPYzY+ekW3lGKqqQe6/ULdv7aKWlArSu8UU34wKJzW8S+0zM+qtb0rstOaOeX5EkqRzE9o7ASjTfQjK5q1v7du6hKjqurX6+wIkW6qEmXpCHQvlNThTbHL7RIFxyiFYvW3Zy8YTLdsDHyD8IlnWktrpFMnBtlIPzR46dcwt0CeyS/7+FViDc8Dl6USKXDF1waD+DylR3SJY22NI37kvXWe0dCQUtPMbziPoIL9dEZ538c47FY3LTWaM8R64bjwFIPM8qgKySrdLNF1ZKMfzWeYU4zKt9m9U8G1IFD69qI/MwS2jbRzRBzlmNkBflFiSav2iHacyhW2qiyxhpE6GmEilOKtlCF8o6LkVVo2xQ+wZKNOygwigr79h7usWiixhcCppsGswttRudtKltx/d9rYU8lB7/55iHZoryQ8qYi22hTLrdQSYZRarx9qW9lbXPe0YPWw5LorEhOkgWLxkNNWlgCLjmC4KBm8Zt9iqZctEYO7rgiWnWwsnkNzpXnAug/FZIt+uQrDbo3UqxU4++nc9q5jT2IiU+FqFoWrNmaBCm+T4QqVpt4w5rJ2YB4ySJdtGW3WoNZ1ORLPt2bFUuvZeQNg+OXS+I1l3TZI9gRHGDlSnRQ2pVifbrWgLKi89oRRUPy3g5e0UzON/AOU9xpTedmTe9ahFGJFergRVMWzVkFSuFOa7K2UKfeJ6g7kwoz0ziDBCtSHPxcIcfJg4xks0nnVsXxs42T+une51yKJhShYv0rKVai6d6oSBcckkVZQDq3corQZLZmsbg4Jb2QYeaycLgjTbiXs/J1ePebZ0gWDfK2YnhR/m7+gSJZK4lOafJQkbfkKG1PSmanFEXTQhuiR2zuVIT7Fa17ghmcnnaJNsTRYabSmRU3BXTeA7dvcPqf5kw3TLrvQrRssvRGgR1p9n7zNK3bYM0URRP8fUXekB24HWnqR5bnVn+022MwHovFTVmm7K6SHLW5BkpJXPhwAnlB3hK4iT0p0YGHmkTY230A8q5L7VgMnvAw+1MYjMiXfMhFRZ+tNhg9KSAZ++GxPOFhn/LCOsXmgvA7M1l0atskWZfOV+dtiTIykoL0iU3yno+qNJ33ZlQeDC+aLL2ZYBYa78gQOQnQf3kVd5DTelDN5RgK83hKtdqlCE1pZHgG3rDC3R6x9LqwC5Kewex0QGMnF8vQ73XpviMq9/YtMfCDFO5XvxZh5DWN3YzJGYPWtZGAhR8McMY5zYclyaKJ3Y9PwC1KywW29Fo8d0gY+Hsx7kC8i0YBAvmVo6lRSApG51YiBPZxglForGEi4JtMc/yUS/eNAd1vSWPAyGqoNNY0I142KZoCZYmXTAZXXeILPaLLCxQtC6PUnPqnArzRphxVw72crOdKKvGexBqV8/phtuCJ/MFWFA0x3CcrUsOsXMmi0wY4913SjmgGAbFmBYpkxSVZcubSDelKTjdd4Z8CWdOgeT/DmdaYhUSyt+7nmH9/AWvfkVgjRyKhMJQsdgbkbYg2asxcam7pIqx81WDhDamHqUrj9aWrn7dr+k+aWJlm+ITQrIYXLUFMLjkEh2LaN7OahWs5lSd5bZOzDk4kIZ2VbxAc1tiJLCCjC/YclyjxSP6xxp7Cwi9tM7qqad8T+Hb9iDS8n+zcvt9R1VTdJnXLp777UAjj0xTlOsye22B40WT/C1LnmV1dmMNaPLhxD+9OHyyD4VPS3kcZePeG0B8Rb0iBvvu2FPzjT62LV/S5c0KvSgrMWU5tKbRtMj7n4QxzodI7Ftb+CLSmDE2cQYIR5yRrAbUNdgTWMBENVAxFLyC4PaS5LR5X/zBj4a0Zta0YfmaFounQvDPDngnwJO2ZJOd62NMC9zhh8Q1BElaegVFUrP1hn9a9lO6rR1SeJXQqV9G4OSJddrGHKdGqy+JbJYcv93D7GemZHkYkSR2DJxWTKx2KhoU1TlBZhXNrDxDzc7iToi2DnS86DK8IdWl40ebmr4qswz+Q+O1kRSA60dkW/n4iketHEWYii/fkiS5GKcdT9zihajjMzjUJ9yuCXcXSm4k0LnLNg1806D9p4e+l+PuyWNrTEnOaYaVzJ0nTxBtVJxfj+IzF7Kwcl99PAg4Oa4wCrFgx25AFyoorlt4oyc+IRvH9rnC8ZFH5IiMxCo07AHsm1qzWg5RyvsMMjkvJsZsUVLbB8JJH0TTFiJ7Lm5l/qAgPakbnZOEMdwy6N2pYztBKpCD+ASc1S/+4pPIMJmcdwoOScNvAKGC2btJ4IO4OVYl8xJ59IK0BiWVq35ROtDZgdN4UrZxv0H9GES2bVD6UPkzPKIFtj8Edi1QlLS3+jb/0FQ6flyCDYP9RLDiP1H71Ix+PR7fUtjFuP6S+fJrqpSdp/OF7lE+epQ4c/L2YBSPAnkpyB4cDaDdgPMNYWkSbJmXDpve6QbnUInlaOq7lc0s0HiRY44T4bJvg5gD32MCYppS9EKVF0+TtiYm+8iyaD3PsgzGT86vYUxtjakIpfkOVlxQLIe4g5/RvJQyeaFAsBFS2wutrsYEtNrBGGXVgM7rgMzulaN+q8fslVlxgHk+o1wI6bw0kbmmckK02IBQ9mTuQ+o5WiunlDvakpDrVERdET9wLlBKLUwc20arB0ps5vqUoGja1a5CcatO5VZP0FHmoaL89og5djHFMfmlNWJ2DnOlpDzuq8Q8U6eenlDcaxBcKvPsOpScvzukZn3A/P0m2dQcWVlwwu9hhcsoi70BwKPUvbZpMtjqEh0KRAimcl75F54bsaqP1EHeoMcqadEk0ZnXLQpUezqTEmhU00nmo5bJ0l72BhIWWnol/VBAelGQdk8VXB0CP0lPYUX1is9v4TVvCQ/splWfRfXtC1mnT3JbG0Pl/+SYAd//hRcZnPDo3YqZnfYxSkXUUD654FJsZxiG0b1c0M403NBifNSVavK3o3BLw89JrGdG6TeObvkiOAkXvPWnqaFNhFDX+XkERiGWstiHraaLLBau/Z9G+MSNd9sXuV9bM1hziNYUVGbTvlbTu5Uy3hK3aviu72NmaRfOuxoo1054shtNTclRXWup04UHFg+0ev37vZaxAusll8AiuUw36MdGwfZTxWOzcdJ6jAh/1zm3ZZQQ+1jhhdiog77iYmeyeisWA/FNbc8Sei26F1E3hBRiFCBWFrj3PdzEUKk4J7k3Q23uoXKxP2jEoGrY4ByYRwTt72P0IMynJTvcAsPdGlCttpp9aJGsZwj1oWeQdG/NozMJrQ+x+THNHvIBmJGg6pTVHzwRUHgR7mvatSI6+k1QWSlsRne9gpiV14GBNC4rQxExK3OMEe1aIXquf4+3NxJDdcNj9vMHBiwbHLy+TLbhoQ9G9WVDbonovmhZWLHq2rK2oPOFfSqR6JYi/cUbj9pjjJ31ad2KsSHZIWV+OvJ1XHXrX5MU7ORfQfXMoOkNkJ2T3I8zbezRujWnsVax8U+jznduVdHZrTev1Q6q5PzZatuaxPzWT81IsL0IltrOoPFmQZqd8alNhHo2JNzyGVwM6tzKiFYvBp2C6JbR7e1ZgpjWTMwbZSgMz18Qr8veenvYEjhOKSLds2FKWWAnw+xLJPls3uXawyjj3sadacJBNGzPX+PsJzZ2K9g3QiUUVVlSegf9gTOEbrH4joXVXjvz9J12CA4mmrxxFtqDn5nnJhjNKaeBEaw5Hz4UUocQQlaFwEzrfdihCxfGzTVBw+Lw4OPKWonNLfifJgknRtMjbiuOnTeyJNDhaD0uMHI5+NhP5ia1wJlLbLEIYPCU7tPCWg3Nsok257/cf0aL0iUPh+xsKyC+uUz99gdn5tnQyqxp3VBKtObgHMf52dAKeMGYp9UILshxz5xitFK0HGcHbuyc8R2dWYQ1j8XZmOWprHWMmRzHnfh//nR1J6S1LdCtEOxaVb6GVwhtUVAtN7J0B/l6KqmHvpxeIli0qx2D6zCrGTFJBakthT3O0awvByTZZ+6M+WVcRHEkxO1mRLuvsuQ28fo5RaFQhHtnZKZ9kQRbcZCNEK1Ge23sT8uWQYDeh8k2CXYPa4gT0kS469J+0yVsmzfsx4cMIrRRGISbzhbcz7Ejj7oxF7tJ0KdsuyWaT1kM5CpahSbhbs/6HBkuv16x8Y0LrxoTSUzTvp9S+TbzVoLINujdSScu4ssnguS7RsimavUS6kKtfL3AnGlxH0nktRXA8N7xnBe1bscRvz5t2WcdmfN5hsmXRujElXbCJnljBmVS072bys1SaYFfhDjTtWzF7n2tw/JSLFSEA6UlF0RI/avNugjuU50kW5e948FJLeK6JxuvnotuLHO5uL4l2b8Gb7wqFa+GMShbeGBM8sGjdsPB3I6aXuzS3Mw6fE4+zNiE4qk9o9EYBm3+Y0dipqc4mwjzoioZu/0sl07MCcbn3LzgsvVbTeAit+yW1KVISeyIe1rJpk6xJ4d+O9cnf2evrE+mLlUjqTedOSutVSVHJuoq8iaQcZ9C+aZC1RcjbugON+wJpHp99FB0F/uLV3JRS95RSb81jSV6df+47UmqUjP9aKXVLKfWmUur5j/Ic9sFECFRJTbHWEXN5qWns5OQLHlgGdj+SDDZjfkzc6FCvzHda8x1G91rM9JTsHIqFECyLYq1z0kk0ZilUNdHzW9QNj2pzCRUlGPt97EmGmZRiC2o60rzQmtaDlPadgrwlO8LGO0dUC01K3yS4P8HcG6BNRXKqTe0IfX7xLVGqmymYac3oSgN/O6I2DdlFnG1iTQvC3YzSV+y+4hPcmzA75eP3a6peiHMgufdmIjus3tuiqwIJogz2JQuu8i1pwngGqqxZ+tYUs6hp3k9Jt9oUXY90yaOyDcbnbEmebXlEqybBQUFtCam8bDqUTRd3IoLe2rWIl0y2f9ZB5TVl08E+nNJ5Z0ptQ+WaBHsJtWngjAuRM7Q8xudskoX5DsqT5pCqtAhu55vqtGMSHNUExzXTi038owJnXFBbQmEHcMc13kBjFpr9lxo4E01wWONM5KhlxWJIP37KJ+86ZB37pFOd9Sw6twriFZfZmknREEiPTkyMI2euJZSXvzesyHoW2lLc/eU2qpJaWLwlaMgyMAn3anF7xJLkYVSa2ab8/+Ell9JTdP7Axx1Jo6HwFd1XbWq/5l/85a9ipgozr1ElglkMhIcwvCySmOEFh841aOxmIiA+lOO5UYn3VJJfDKxYOrtGoUkXJFY87wg42xlL02O2YZC3JQp+elbscY+k5qb1X9hu6U/PY0k+Pb//3Sg1vwBcnN/+BvDffa8H1kC+0cZMSvy7Q6yDMWU3wLt5gNIaZ5xjHo3lm02DcqXN0UsLHD/pk2yE1J4Yt3XoYx1NWP1TAbvMtly0a2P3I7x3t6lbAdq2xEYVmhQLAaPLIeVqB91ukvc88p44FOxJhopTjDgXmLBr0NgTNsH06WXp0roGw6e7gg00Dfy7Q4EsX+xhZLUwGHZy3EEmFhvAnmREy5Imod+n2duS4ZWtNCTc0VEML4eU3YDRxRCjqFh884OY6KxlzqlTQhfPOlLgrjxDHvNMSBFKIkrRsjCKGlVp7FlB+25B/2m491eDE1Dv+xCVrGNTtCzx564HzDY9vGHN2ldkAR1dcCl7IVXDoXe9IF6yMFIhU70vEk6XXZyxJllS3P1lA29UM9v0KJpC+WrdreeNE+FJ1KbCHZXY05ys5+AOMtxRIbFMk4K0J37ccK8m7Sn8fsn0jGJ4yT75uReupeRNk8btMd5RyuiiQdY0cA9iOq/u074npLHphgl2TfO+wp1U5KE0GYpQWJ+Va9B7R0s2XAjDi0JGMwrN6JLB7uc8Jqdc3IEkLpuZLD5WDMcvVkQbcmpobGf4g4rKU7hHJmfdI2pbbFvJsqJoSjyVlWq8UY0d1Vipxp3UqFIWbmdS4h9mdN4eoWo5zvt7MdGaQ7Rs4I5FllIGipVv1oSHFfGaLHbeQFNsZeRtTeOBweIb8aMjYH2Mdm4/TEPhl4Avzj/+n4H/B/hP55//X7TWGvhTpVRHKbX2PvThOw2FiFSzNY/m0QSVFdh39qlWF8RNsH2EbjVIN1tYUYCRlTR2S+7/gok3NBmfDln/xw8oTi1i39nHKASoYiUu1WJTQi4tE2M0E8O854jRvrBp3U0xpxloLfyD2zOisw3CuzOKtS7Tsz7BfkHj7pTaE49k881DypU21vGMQGvy+a5QTWa4WosQ2LHEJYBkmjmzmvEZSdENjgWmArJrsOMaK6qwpzm9txLynk/RNBld8GnsFWQ9F3eQYU9LZpsuzXsJ2z8TYmYQ7tV0rkdUgUSJg6RgWFFJ5Yqwt1htzncp4jZo3W4y/HSBqizKcG7D0kg97tNdPMcg7Rh0byQMrvp4oxozkwtydsonbyq6N1O6b8cY/QnJhQ1xR1QSLmnmmrIBKpfIHVxJ5XWmgkysLekwO9Mar1/g7c3IVhqEt0fCkXCNeYSRi5Vqjp/X9N5WdG9WTE7bhLuatCcasObNKeOrTZGILAQcPePhjCUaKtkMMRc8rKQiWrFQFZz7XzVGkYh9aVqRLto070ZEWwFZS1wgrQcVk9Niuh9e8Wjslrh9CA8rgr2M2hH6lVFZuKMSZ5DiRCGHz8sxcXLGkyw3E/JOzRnnGGesKELJoPMPRXpjR9IskTcfEQOXvkneUgwuu/gDDchrqPdeyuGnm0zOQ7CvWHxDkmwGT0gScekL39RKNdNTBqZdozT03iuYnfJpPnwEYZVodFU9gsf58YyPup5r4J8ppb71IYrNd6PUbAAPP/R/t+ef+/8MpdTfeJ+Mk5PhPRhJEN9ogg48kic3MOIMe2eEboaUvZAiNCWK2xW5glFAvGKw+icD0osrlKHF6PNnRJ82jTETKeSr0Kde6VGudqgWmhJ7VEHr1R2oNXXgSKG+ZTC51MSeVURnGhRtRyKGLCVw5f0RZlrCeIZ1PKNYbqLKSuoho4zkyQ1UXlA7FvGpEGeQ4AwSWg9S/P2U5sOc1u2ErGlIFr8labBWUmMlFfG6j1ZKmgujArPQmImY1stACuTahP7TAWd+o4+Rw+BJRdmwyVs2ZdOhdq0TNf/Rcy7p6Q6Va8puowaVl7Qeliz9sY2VykURb8iiVDU9rERsVlam2XsloJjnkplJJVFDTUX7juxmi65H/y9tMrhiUoYm47MueVPoTqpUGJlB6UuJYHhVIp28YyGw+/2S/lMSZzS93JH0jZbHbEP4D6PzNmnHQCvQttjMkp6BMxHtl38su4Pas+i8O6F7PZKj59sZi29muKNKcub6KbWpaOyVxBua8TmHrGczvORgT3OciejsakuJFjDS5A2D7o2C7S/ZwuIoNKtfHWFmmuEln8PnPJIFi/E5g4MXHA5earH3imLjywWVI+LtyoPOrZKlb8HvT55g6Yu7DC+bNO9peu+mJ9avPJRd6OiK8A9ULTW9MlRMt+Rob88q7vySy/CFkvWn94lXBYadLLvzhTdjumHiDjXRmqT3NhsJnaeOGVy28foF9iT7AZaH77AK/AVsKHxOa/08cuT8D5RSX/hzvvc7oSj+fz+t1vrX3ifjOMpD5fNjV68DWqLC0RodiPgz7zpyfGqI6DFaNtj8g4rlbyVo06R2DKzpPF753oF0VCtN2fapWwFqlsjCcTQGy8Sd1CSXV9COQeVZOJEYo41KUzRMmjdG2FPJ5dKGolhrkVxYIl32mL1ylny9hTVOqHoNjEp8kkXLouo2MY/kQhg90ULbcmxUWuo0RduZZ5OlGGlF2hVGJkCwI0CUgxdDKlf4oMmKg7s/xUxKtGUQ7hYsvBkzu9CmsSd6r4c/43L8lEVtSsQOhuL4FQl4tKaFcBqOI7zdKbPzbYpQfv60Y5K11BzQIikmdiz1ksbDjIV3C7o3C4pAEa+586OuYv8ll8o3MJOS5v2M9p2aZMHEmWkGTxiEd2c072s2vlzJke6CQfhQtGaVa2JPK5IFCyuSl8rklOTJmdNMurcdk3hDk6zIG0vruvxsi69PseMab1STLAlBa3bKp/bkeOweZ1S+SdazJAarZZOtBDjjnMFlm+e+eB2UdH6bOxKrpGpN3nEJDqR04B8WFCHz0oTCKCUSqeh6BPcnqBqcidQBQcSxWsHp3yrERgekS5w8T+krfn/7EgdfWZfEk7kPtbGdYmYi/E1W58CcSL6mKnAHktx79KxF0RBd3L/5mT9le7/L0mua3S9KSstszaIMbNyRxolEbtK5WTPcbXO02yHvQBmaHLzY+oiX+vcYjzDySCn180qp6/P6/A8MX/5u4yMtblrr3fm/h8BvAC/y3Sk128DWh/77JrD75z5+XTN4eV1M8aFHeqbL8JIjIZSLodSnTMXoiuboGRsjrVj94wG1rZhtuSSbIf6dgZCagGptkSp0MftTjLQk2WxSd0LsvSEYBirJRLXtGlBL53FyyiTrKhq3ZzSvj5he7kCt6bw9xB7nZB2bBz8vNqTGO0dYo4zobIt0xceMS0pf6jdGVqBDn6xt4o6F4xnen6FNg3jZwZ4KgFeVmrJpM7wK93/BI+s55B1XgMwOTE7bTE8ZeP2C3Z9ZxEwKykBqTEprGjdHDC8buH3F8rdqVr6RkXcsnIGwHJxDi/ETJdMzPvGKTbreJD7dAgXTTYNkQbyV/ecruu/NwdM7o3ksj7gMvN0YZ1zQupsyW5M8s+qFKUVT6FZmlLH/kk+4l0tndlTS//ctjQAACc9JREFUuVmTL3h0r0sQpJnVrH0tpbFX0dwuydtiP/L7Je07coFWXxijNEwvd+i9m+Afl7SvSypIbYGZabrXI6hkJ1t6irWvpcSrNq07chRPNkKOnwlQ75vYG4p40cTbF3dDuF/z9evniNYVlSuuidJTHD7vMLhiMz7joUohfoWHYvOyp3D0nGL7pw2cgxmz8216785wJ+KUyJ+dkZ4WP+3wkiOLlCnG/nRJM7hikSwqvF/vkq6UxOs1RilvWMmyizOrsRJo3QJ3qDj4uRz3YMbkjEFjrxTZzErJwV9LmX064R/8wefY+D+lWXP2H1Xsv6SINhSHL7hMzikK32DlG5mEZN63MKamdFoNdbIY/zBDA7rWH+n2vYZSygT+W2TD9ATwK3Pi/CMb33NxU0qFSqnm+x8DfwV4m+9Oqfm/gH973jV9CRj/efW2+ZPgTuQoaI4jUZwnUDlCjW9+e5faUpx+dhcrgtozSdcahHcndL91TG0phi8syZHVQiLAy5piRWphwe0htWtRtwLK5RZVOyRZkCTc2pb6kh1pOrdrzKGQ5cOHAnsuegH23hBtKDb+qJYjapSQL3gCAR4VVJ5F59V98oYhDAbfoXVjir8Tya6iP5Fi+bgi6zkYxQdounBb0bgntiorKrGTmqU35IKpPIGjLLyTSePEMbDigunpgGIpxDvSOFOJQTr8tEvjfkzRcplsmeQLFeF98ae2b0VCic+EE2DFmuGTEj+NrTl4ReNMSvovr1LPkXIqzjj+dIvJWY/dzwd4A834rE2eWYQPFfasZHy1cyJZcMcV9iSneT9DWwajCz5WLMSvbE4kM3JZzIxKiOhWKrWn+tttsjngGUCVmu4NcX/YM+F1Hj8TSg3TELygkVaSi2YJDs+elBildEDtWU37do43rom3Grj9eYx4ociWpJGQLkjyszOSBcmd1FS+iVFUeH0JJGhuV4QPFbVXM3ymhzMuSZc9wocJ0bpB+OUGrTccvIHU2pyRIjjQNLY1/9LPfU0W5hystGblqwYrX5fYeHtWE26LsNksNJWnSBdr/Ose8ekW/pFmclqoX/bExH8twNz2aNyX12pzW0ha3XcU3pHs/vwjEeoOrrgki8LIaN0ysGfSMKrsR8D20/pR7txeBG5pre9orXPgf0Pq9Y9sfJSd2wrwJ0qpN4BvAP+31vq3+e6Umt8C7gC3gP8B+Jvf6wmUZXL8KZvG3SnaMgluDWnfEyIVwPT5dUpfcffdNdIljZmU2LMCY5ZSrDYxSk24n6Pyms67E+y9CaqopJM3jaGqyNs22bLQ4fMlHyuGpa8LTs8b17gjaaMDop/bPqIKHamxIZaa4P4Ea5xRL3VEUFrUDK76jC56xJeW6FybMHlKQMzalateZRXJ1VUBFx/ETLYsVKWZnBWT+cqrMeHhPN02KahsRbJo0b2RUdtypPDu9ckbckyN13xat2dyvItg8dtjohWTxbcKklUfZ5CQLmm+9Oy7RGdK7FgzeKKBqkU+4o0qgfU2S/6zf+sfYI5NvAORSnTfnki964LJ5OlFsSmtGPgHwqJs3y1wr/vzo6PN6KJB71qJKjVFw2Dniw2YA2y0KQtNsJegalH2j887cnQOTNIlQRB6/YIy1PQ/U1I0TJJll6NnXXZ/KsCd1Cy+MRN+KhCv2KhSEy8KZLq2FaNLAf5BSuUaLH9tcBL9ffCie7JYDq80aN3LUW6N05doJDOFrKOINjlZ+CvXoGg5Yr0KFaMLJhigSsX0lMH4vIOZ1GSLLu5QbE6th9UcRCOE9+57KWaueTG8I/CcttTsvGFFvGQQ7EvndnY6QJsQrRpEG5rulQHpUs34nE28qubOC419ccLP/8rXMDJhm1qpZrppMvqU1FDzNhglmKn4eHvvZcQr4jWVxGCZ5+j5R9FQAF1VH+n2EcZHqs3/MEPpx6Btq5SaAtd/0vP4iGMROP5JT+IjjI/LPOHjM9ePyzzhO8/1tNZ66Qd9QKXUb88f96MMD0g/dP/XPkydV0r9q8DPaa3//fn9vw68qLX+j37Q+f3Z8Xh4S+H6h/Rzj/VQSr36cZjrx2We8PGZ68dlnvCjmavW+ucf4cN937X573c8FvarT8Yn45Pxz934JnBRKXVWKeUA/zpSr39k43HZuX0yPhmfjH+Ohta6VEr9h8DvACbw97TW7zzK53hcFrdf+97f8tiMj8tcPy7zhI/PXD8u84SPwVy11r+FNCB/JOOxaCh8Mj4Zn4xPxqMen9TcPhmfjE/GX8jxE1/cftQWjO9zLn9PKXWolHr7Q597pNFOj3CuW0qpP1RKXVNKvaOU+luP43yVUp5S6htKqTfm8/zP558/q5T6+nye//u8qIxSyp3fvzX/+pkfxzw/NF9TKfWaUuqfPObz/JHHkH3cx090cftxWDC+z/E/AX+23f3Iop0e8SiB/0RrfRV4CfH8PvEYzjcDvqS1fgZ4Fvj5uXPlvwT+7nyeQ+BX59//q8BQa30B+Lvz7/txjr8FXPvQ/cd1nvAjjCH7CzG01j+xG/Ay8Dsfuv+3gb/9E57TGeDtD92/DqzNP15DNHkA/z3wK9/p+35C8/5NxCny2M4XCIBvA59FBKbWn30dIN2zl+cfW/PvUz+m+W0ii8KXgH+ChEA8dvOcP+c9YPHPfO6x/dv/JG4/6WPpj9yC8QjGDxXt9OMY8yPRc8DXeQznOz/qvY6EK/wucBsYaa3fx6B/eC4n8/x/27l/ljiCOIzj36cIJhBQlKRKEexsxCKFYAoJqSSkskvpG0gliOBLCL6BlMFCtLILMa8gJP4JCYlCKgMpQrQV+VnMnKRRLHZvhuH5wHLc7hUP7N5vZ+dufvn4KTAxjJzAOrDMVUN7JirNCT20IWtN6b+C3Ko9UqWqyC7pPrAFvI6IM+naBdLF8kbEBTAjaYzUVWbqhixFckp6AfyJiE+S5m+RpfT5n4uIE0kPgfeSvt/w2dJZiyg9cut9CUYHOmvt1DVJd0iF7V1EbOfd1eaNiH+kjs2zwJikwc31/yxXOfPxUeDvEOLNAS8l/SJ1qHhGGsnVlhPovw1ZC0oXt96XYHSgu9ZOHVIaor0FvkXEm1rzSnqQR2xIugc8J03YfwQWr8k5yL8I7EaeKOpTRKxExKOIeEy6Dncj4lVtOWFIbchaUHrSD1gAfpDmYVYLZ9kAfgPnpLvdEmke5QPwM7+O58+K9EvvMXAAPBly1qekR4t94EveFmrLC0wDn3POQ2At758ktdA6AjaBkbz/bn5/lI9PFrgO5oGdWnPmTHt5+zr43tR27ktvXqFgZk0q/VhqZtYLFzcza5KLm5k1ycXNzJrk4mZmTXJxM7MmubiZWZNc3MysSZftly/a5YSUgQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + " img0 = np.load(r\"C:/Users/hoodl/Desktop/sumimage0.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " img1 = np.load(r\"C:/Users/hoodl/Desktop/sumimage1.npy\")#,allow_pickle=True)? Pickle might be for multidimensional\n", + " print(np.mean(img0))\n", + " print(np.mean(img1))\n", + " plt.imshow(img0)\n", + " plt.colorbar()\n", + " plt.show()\n", + " plt.imshow(img1)\n", + " plt.colorbar()\n", + " plt.show()\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 466, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Hello world\n" + ] + } + ], + "source": [ + "x = 'print(\"Hello world\")'\n", + "exec(x)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/FileLoadScript.ipynb b/FileLoadScript.ipynb index a78b85d..49c3687 100644 --- a/FileLoadScript.ipynb +++ b/FileLoadScript.ipynb @@ -1,42 +1,5 @@ { "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Quick Tutorial" - ] - }, - { - "cell_type": "code", - "execution_count": 68, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['index', 'variable', 'transmission', 'amp', 'amperror', 'sigmax', 'sigmaxerror', 'sigmay', 'sigmayerror']\n", - "[0.]\n" - ] - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# Put your file name in the np.load\n", - "file = np.load(r'//?/S:/flir_images/binaries/03022021_H14M18S5MS413_ExpansionTime.npz') #DONT FORGET THE SPACE BEFORE THE FILENAME!\n", - "\n", - "# np.load().files will display all variables within the file\n", - "\n", - "print(file.files)\n", - "\n", - "# To load a particular variable, use the format np.load()['variable_name']\n", - "\n", - "print(file['index'])" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -46,118 +9,134 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", - "filename = '03042021_H10M29S29MS143_FormationTime' #CHANGE ONLY THIS LINE WHEN YOU WANT TO LOAD A NEW .npz FILE\n", + "filename = '07232021_H17M43S36MS591_RandomVariable'#06162021_H12M58S49MS732_RandomVariable' #CHANGE ONLY THIS LINE WHEN YOU WANT TO LOAD A NEW .npz FILE\n", "\n", - "path = r'//?/S:/flir_images/binaries/'\n", + "path = r'S:/flir_images/binaries/'# //?/S:/flir_images/binaries/\n", "file = np.load(path+filename+'.npz')\n", "\n", "index = file['index']\n", "variable = file['variable']\n", - "transmission = file['transmission']\n", - "amp = file['amp']\n", - "amperror = file['amperror']\n", - "sigmax = file['sigmax']\n", - "sigmaxerror = file['sigmaxerror']\n", - "sigmay = file['sigmay']\n", - "sigmayerror = file['sigmayerror']" + "variable2 = file['variable2']\n", + "variable3 = file['variable3']\n", + "# transmission = file['transmission']\n", + "# amp = file['amp']\n", + "# amperror = file['amperror']\n", + "# sigmax = file['sigmax']\n", + "# sigmaxerror = file['sigmaxerror']\n", + "# sigmay = file['sigmay']\n", + "# sigmayerror = file['sigmayerror']\n", + "# roi_sum0 = file['ROI_sum0']\n", + "# roi_sum1 = file['ROI_sum1']\n", + "hist_counts0 = file['hist_counts0']\n", + "hist_counts1 = file['hist_counts1']\n", + "hist_bins = file['hist_bins']\n", + "bin_array0 = file['bin_array0']\n", + "bin_array1 = file['bin_array1']\n", + "\n", + "\n", + "try:\n", + " # Loads image corresponding to index\n", + " imageindex = 1 #Starts from zero!\n", + " img = np.load(path+'npyfiles/'+filename+'_avgimg0'+str(imageindex)+'.npy')#,allow_pickle=True)? Pickle might be for multidimensional\n", + " bin_image = np.load(path+'npyfiles/'+filename+'_bin'+str(imageindex)+'.npy')\n", + " # bcg = np.load(path+'npyfiles/'+filename+'_bcg'+str(imageindex)+'.npy')\n", + "except:\n", + " pass" ] }, { "cell_type": "code", - "execution_count": 71, - "metadata": {}, + "execution_count": null, + "metadata": { + "scrolled": false + }, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "24\n", - "[ nan 0. 3.28556674 2.93907685 2.79781204 2.64583981\n", - " 2.76401192 2.75865437 2.87877424 2.70551571 2.67999878 2.80252799\n", - " 2.72037937 2.86090613 2.76348333 2.82233893 2.78208963 2.80139726\n", - " 2.79280084 2.88529704 2.73468322 2.81890705 2.72398383 2.84901335\n", - " 2.7688844 2.80969582 2.89166643 2.86002381 2.80136814 2.79876938\n", - " 2.82271463]\n", - "hello\n" + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\matplotlib\\axes\\_axes.py:6735: RuntimeWarning: All-NaN slice encountered\n", + " xmin = min(xmin, np.nanmin(xi))\n", + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\matplotlib\\axes\\_axes.py:6736: RuntimeWarning: All-NaN slice encountered\n", + " xmax = max(xmax, np.nanmax(xi))\n" ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" } ], "source": [ - "#Put plot labels, x and y scaling (i.e. y goes from 0 to 1 for amp), and change scatter points to be smaller\n", - "print(np.nanargmax(amp))\n", - "print(sigmax)\n", - "#plt.scatter(variable,amp)\n", - "plt.plot(variable,sigmax)\n", - "# plt.plot(variable,sigmay)\n", - "#plt.plot(variable,transmission)" + "plt.hist(hist_counts0,hist_bins)\n", + "plt.show()\n", + "plt.hist(hist_counts1,hist_bins)\n", + "plt.show()\n", + "#plt.scatter(var_arr,roi_sum0) \n", + "plt.plot(index,roi_sum0) #index\n", + "plt.show()\n", + "#plt.scatter(,roi_sum1)\n", + "plt.plot(index,roi_sum1) #index\n", + "plt.show()\n", + "#plt.plot(index,(roi_sum1/roi_sum0))\n", + "#plt.title(\"ROI 1/ROI 0\")\n", + "#plt.show()\n", + "print(roi_sum1[4])\n", + "\n", + "\n", + "threshold = 100\n", + "thresh_indices = np.argwhere(roi_sum1 >= threshold)\n", + "#print(variable[0:200])\n", + "var_arr = np.empty(len(thresh_indices))\n", + "var2_arr = np.empty(len(thresh_indices))\n", + "var3_arr = np.empty(len(thresh_indices))\n", + "for x,n in enumerate(thresh_indices):\n", + " i = int(index[np.int(n)])\n", + " print(\"Index:\", int(i),\", Variables :\",float(variable[i]),\",\",float(variable2[i]),\",\",float(variable3[i]),\"\\n\")\n", + " var_arr[x] = float(variable[i])\n", + " var2_arr[x] = float(variable2[i])\n", + " var3_arr[x] = float(variable3[i])\n", + " if 0:\n", + " img = np.load(path+'npyfiles/'+filename+'_avgimg'+str(int(i))+'.npy')\n", + " arr = img[183:197,220:235]\n", + " x = np.max(arr)\n", + " if 0:\n", + " plt.imshow(arr,vmin=x-x*.5, vmax=x)\n", + " plt.colorbar()\n", + " plt.show()\n", + " bin_image = np.load(path+'npyfiles/'+filename+'_bin'+str(int(i))+'.npy')\n", + " plt.imshow(bin_image)\n", + " plt.colorbar()\n", + " plt.show()\n", + " \n", + "print(\"Var 1 min,max,range:\",round(np.nanmin(variable),4),round(np.nanmax(variable),4),round(np.nanmax(variable-np.nanmin(variable)),4))\n", + "print(\"Var 2 min,max,range:\",round(np.nanmin(variable2),4),round(np.nanmax(variable2),4),round(np.nanmax(variable2-np.nanmin(variable2)),4))\n", + "print(\"Var 3 min,max,range:\",round(np.nanmin(variable3),4),round(np.nanmax(variable3),4),round(np.nanmax(variable3-np.nanmin(variable3)),4))\n", + "print(\"Var 1 mean\",round(np.nanmean(var_arr),4),\", Var 1 std\",round(np.nanstd(var_arr),2))\n", + "print(\"Var 2 mean\",round(np.nanmean(var2_arr),4),\", Var 2 std\",round(np.nanstd(var2_arr),2))\n", + "print(\"Var 3 mean\",round(np.nanmean(var3_arr),4),\", Var 3 std\",round(np.nanstd(var3_arr),2))" ] }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 220, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "imageindex = 0 #Starts from zero!\n", - "\n", - "img = np.load(path+'npyfiles/'+filename+'_img'+str(imageindex)+'.npy')\n", - "bcg = np.load(path+'npyfiles/'+filename+'_bcg'+str(imageindex)+'.npy')\n", - "# plt.imshow(img)\n", - "# plt.show()\n", - "# plt.imshow(bcg)\n", - "# plt.show()\n", - "# plt.imshow(img/bcg)\n", - "# plt.show()\n", - "sub=img/bcg\n", - "plt.imshow(sub)\n", - "plt.colorbar()\n", - "plt.show()\n" + "var_tot = var_add\n", + "var_tot2 = var_add2\n", + "var_tot3 = var_add3\n", + "index_tot = index_add\n", + "roi_sum_tot = roi_sum_add" ] }, { - "cell_type": "code", - "execution_count": 66, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "# ran = range(1450,1500)\n", - "# plt.plot(variable[ran], transmission[ran])\n", - "# plt.plot(variable,amperror)\n", - "# plt.show()\n", - "# print(np.argwhere(transmission>0.5))\n", - "# print(np.argwhere(variable == 19))" + "# Quick Tutorial" ] }, { @@ -165,7 +144,21 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Put your file name in the np.load\n", + "file = np.load(r'//?/S:/flir_images/binaries/03022021_H14M18S5MS413_ExpansionTime.npz') #DONT FORGET THE SPACE BEFORE THE FILENAME!\n", + "\n", + "# np.load().files will display all variables within the file\n", + "\n", + "print(file.files)\n", + "\n", + "# To load a particular variable, use the format np.load()['variable_name']\n", + "\n", + "print(file['index'])" + ] } ], "metadata": { diff --git a/NPBinaryPlots.ipynb b/NPBinaryPlots.ipynb index 6b4dbe9..aa1040d 100644 --- a/NPBinaryPlots.ipynb +++ b/NPBinaryPlots.ipynb @@ -12,14 +12,12 @@ }, { "cell_type": "code", - "execution_count": 75, - "metadata": { - "scrolled": false - }, + "execution_count": 64, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -29,9 +27,19 @@ }, "output_type": "display_data" }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.375\n", + "1.625\n", + "1.79843682124227\n", + "2.027159342528357\n" + ] + }, { "data": { - "image/png": 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ImX5DibtU9ODJVbcsF1gfC+nKwlqAzX2hmyiTT+weLD//pjw9CN8bqJ2IyN9+7e+fH4qXr9t/CfxbwPRbHv+PReTfA/4P4M+oasO3p8Hd/y6Pf0d7uzw9VQsx51OjjDSNcd4G7tsOhLTrLOQrCgPI8FpiNUmQ2RRdrAyUksT+jcHyapsNGiJ6eYVeXkGeo+s12jSIcwaWfT8kwsUoKM/PiIslcbG0yulybcWMIre84Q58nLPXlCUyGe2PscsHxsXS1jCb2Nq9t6LNLg+n0TYn9rgaX0/aDq1rpCiQgT4jh/Ohgt2hs7GdQxWa1jhjo5zu/hFuUxu1JUvRYZMQcauKcDwljDNC4Zl+ZUnxqsWtazRxJOsWt6xwy8qqpmp0jvFXLxl9fYmESBin9NOUbpKgqSO/bMgvG9JVR313sqekxNTTnYyQJpCsOiQq/UFJsg1GK4kRvHH51DvKpxvSdU/0wuiZpTlC6RBVRBXfKOk6oE5oZynlywb1QlcKo7OIby2kU2dbNxKOfqOlPkoQhXbq2dzx+DqSXwx51ag0c087dbRTA8RubOsfvTLgdUHJF0rIhMO/2yER+rHQj4WYCBKgfCnMvySE3DaJsL2TETJbR7pR0o3SlZYaGD1vcb3iGqOguF7JVsrqXSEUwtX7KVfvp4yfR5JaqW4JLlixJGRW7MiWSlIbCG7vCNs7QnW/J4wj63eV9gCKV2/uq/49enpnqvo7X9u+CfBE5A8CL1X1F7/l8H8W+CLw9wJHwL+9e8m3Wcq3ElNff/w72tvh6TkxjlmWWhHgarEHEpKE+PLMPCdAysJ4bWliuT038NnSoVYfAtoH8xxFDEw2W2Q6Ib48w83sR0V1uPTp2CqwYK+rhvxpmplHeX4Jt46Rq+V+rapqucTewNZyjEK8vMIdH1nVtyxgNtBH6hayDEk7A8Lnr9CyQIqceHGFHB8ibQcDLYauRz94iLy4MNBMk6EAo1YcObuAgzkcHdj+51d2f5Zrwt0TJARc1SIhM4Cua0iO9xVuiUp/OkOisnyvpLgIaJYYYXlsua6YesItu1f9yDhwk0eV5VfLFL+q8Svwk4J+nNKXnpjaF8s3VvnUzCFVB6oklzXt6Zj88YLth4dkVx0yUJDqO/bejj5Z0U9z+mmO9JHsqqU5zpG4K45cF0ryi87oRTvqkSrzL2+pb5dDMUGRYKDVjYVk3VFE4/QlMVJc9oTc0RwkpFWkPvTky7AnIGcrtSJKZ+DlgrJ4L7X83EgYncHoZU9a2TnKVy1XH+aUZ0ZMj6kiwQjF7YEjWynVqTB+ausNBcwe9dQnKb5WmkNPfeTIVoGkUcZPDQRPftWKT5v7Bc1ciBlcfegozg08GcjYKlC8Uhaft9tRPklo52qUFQ/J9vv4Pn4XU6B7Mzm9vx/4J0TkDwAFMBOR/0lV/9jwfCMi/z3wbwx/fyca3GPgH/yWx//adzvx2+HpxWghapoaLSNJiJstcbO9DhVjQEaFVWXFXVdBdwWFwTRGpMiNUtL38OrcQs+NhZOUhYFAiBCiARJWoNDVyo5XluYR9kZmZrFG8twqpFWNDIRirWviegPOm3c3ndr6B9IwZ5dwdolut/bhnE+Nq+e9heNNizs+tGMNBQ5drNBxiTx6bsfYcQwPpmjfWwjrvf1A9MFC2+l4v3Z/ucJdrKyS6xw6m8DpsYHyKCOOMqSPuDbQTzPKs550ZTQVV/fE1Ft3gr/uHHG94rc90gU0tW6VMC/RLKE9zEkWDc2hpy8tbJTeqpgqsidAxyKlnSfUD+fk5w0xdai3rXy8JrtsCeOM5jjDtYHmOKM9yoiZFV2ih/rIUx950nVPfZLRjxPaeULMHKOXrXH3eiMTb08Tzn9aOP9poS+F9cPSKry5IL2al/VoTX7VE1LZr7ed2NbMHd3E0xw4ivMOX0X6wTtDoJ0YLzFdBdJVYHsrQ/qB1Byuq7h9KWzvWdXWQFAGjw62x57tqWNz2+M6ZfZxTzvzRM8+bN7cy9ncy6mOhYvfHnCdVWj70eDgRKOspBvl6ieVpBLbtpAtbb2HvxFs3W/AFCV8D9unHkf1z6rqA1V9F6O0/Z+q+seGPB1DtfafBH5teMlfBv6EmP19wEJVn2EMkd8rIocicgj83uGx72hvh6e3a93CX3c87HJ0IZj31xmNRIoCHZfok+cGkodzNPGwNCq6lKUBy868AZLWjQHBriq8y+l1nQEblnvDe6N3HB2iyxXqCgOsHYduV1keKq3++BDS1MLdNCWeXeAmY+Pw7UJR59DFEmlL8xIHcrOMxxbOFwX65IV5jwCbCsrSPMaqgtunyGI1dHVEC42b9prfd7WENCMeTJGmNX8/BGRdGblZBB2XuCvL8/WnM3zVkVxZvi3kHtnU6KxEM0cgJ1k19NPB60uE9KojZgntQUZxVhtgpZ76MKEvx0weNfscXSg82VWLr3sDzaanOR0RUqGoA/VJgUS1tjAgnoxwfaQvPEkV6UdGW0nWHavPlag48kXAV+ZZh9yRLXtC5vC1sr2dMfvKmuruyMjMtxy+VaZD/0G+iHRjIy+PntW4zlrw6tsjmoOE4rKnPkqIyXVb2ehFTz9ylK/snDF1lGeR+tCRXynNXHBBkHCNJkljYIqCHz6CroXJI9g8FJL1dfuZOpg+7VnfTejHgguO7alVinfABsrFT9oLkgrSS09SGVF59o3A+r6nm0BVQHEmTL8u+5xfUimjl0ozc1THjlDyZswaVz5L+4sicoqFrb8M/MvD47+A0VW+glFW/nkAVb0QkZ/DuMEA/6GqXny3E7wdoLcLUZxD/EAB2XHc2tYS/N5bXmpbD+HvyHJkXWfE3OkQtnadeW1VZTSVUWmANB7tOXxSllbAADiYoS/P0RBw0wnkmdFUunbolEgMNHZFBu8MfGcTa5fabmFoOTOvtIQit3B1uAZC3Ofw6Dr6x0/wJycGTEPhA7CWMUCfv0Ie3rX8XJ6hIVge8v5t3KYinh4gm/qam1iW4B2y2lgoLGIeocO81CIHJ/RHxgpwdY80Q9ElemtVnpRIH80LShyxTPcdD6LWBeGaHsgIuSe5qtl8OCMmkK4DEuK+Da0fJ+RPN3THY/ymY/vOmG7syC+DPXfR4NqA1PZDEqY563dKC58V6lv5Hvx8azm8duZhugOASFQon66p7k3IFoHtgxFd6XDBclzNgTB5NvAYHWQro5zog5LJJ1sQqI8TJk8art4vGL0KVCd+nw1avZMwfWQer697zn+qYPZxj0TwrRJSIaRC1gwh+oFj+SGc/pJ5hK6HPhfKi8DmjidZW7dEc2AgacBplJfxs8D6gSddm0cbU8sTrt4LlM/smrf3I9mVo3wV2d52XP6Epy8VTaF4JYxeRNYPHN2QIUnXsHpoZOziAkbP3lwh4033Y6jqX2MISVX1H/4O+yjwr3yH5/488Oe/1/O9HaAHBgqJt2rsrZPr3tgk2YOLFIW1a41GRjpWu/3u9GTf/K51Y2AyGduXelNZxfNyYcCXpgZG4+GnT8Rydou1FQ+Wa+Rghm4th6TtQFweziV5bt0LdQPzKRLj4IHpHiCpG8izfc4PIJ4cIq8ukDQluX1raJUbGYBmKRqGUBXg7i14dQlNg2pE+p54+xi3qQzUVJFtDeUu72ktbDqx42maICHAkzM4PkCdQ/N0n/J1G2vNi3kKDvzlhngwJqQJzVFGftawvVuSLQ2UfGM9odIEYi74s0CY5kgP08cN1UlG2QTak6EXOBX6w5H1xY5T2olj9KqnmXvyRaCdZ1bB7QZPuIuMn9T4jYW4o6cVMXG0hxkhE9qpY/Si3ydjXBtxQQmTnJgbX7A6tq6MZuboR0JxqftqcjK0s/kuEDJHfVKgiT3ejRNGr4LlvSolX9h70E4dSRXoR57tvZL8KtKXjurE+HHqhH4EvhlygEtl9lXr162OPaNXkfGLnubAM3nas7mfWkV2uIZ0o6weOo4/6ljdT3AdVKeCa2H0Ulm+p2geqe4MFejHDvVw+UWhPemZfCXBZUKyMM8vJjB9FFm8bydojgTfGtBKhOrWG4pvEcK3rR386NjbAXoyeGgMXsu2tp5XMCLutkbu3Yb11qgeaYYWmYV4XQtdt+/LjZeX+Lt3TGQgS+HkAF6eA5bvI0ZYrtCh4itlMXSAWBgr49G+sAFYHnG92bdY7ZVguhZ9VllP7lA0IU3t+d2+Q+FAV2vcQgwc82yo6ppYAmC9veMRuiuWgIH64dzWkqW49RZdrOh+6l2SRWUk5czoD1rmyOUStrVVd0OwXN69Wwa8qkjbsxf2aDsjLTvrjdUyo5tlJJuO8tmWzTtj87iObP2zL6+sOno6wleDZ3M7Jz/vCKWnOO/AC+lqAMmqoz4tTZlkbLkv6//saQ8SRk9qK3IMiiPSR0gc3WFJsm4hKE6V+sgzemlkYlFwtZ27Ok3JVoFi1eKalOrUWrJcUIpFJGyF4rJn8e4AqoMKDGrh5WwRoTegVOdo5o6YwvjFde6rnThiktHOhMnTgOutYDB+HlnfdaRrpZ0Js48HkYVtZPm5hMX7CcW5Wm/uyFEfCH2R4BpYfQ5OfsX2v/q8Z/RM2dxK8A20c0g24Btl9Y6QriG/TMmv7B5VJwOofeAYfZwQUyheQnMEvjZaTXsgVD9ln6nsKyXZAnwD63fgUwqa37NZIeMG9H54E5OA2r8tMV7LFvXBOjV2PLU8N9BZbazDwg9h45BPcgdzo4C0LW42IT5+boBWmseIWv/uvrLaWguXbjYGpk17LU3l5Bo8h5ye9sG8vjTDjdPrVjBVxAn01me7l7jCukp0ZbQY81wDcb3BDwWYeOsQeXl53ZHRXbe8adcR75/gFlv04W2yR+cWvka95gFeLq2wU+RWrY7R+pIXa7TIjF4yvW6+tH10H44SIX+2Qp2jfjAlv+ho5wnZ0p4Po9S6K+YJo8dbNHFkVz39OCG7amyd3u0FB3ag77tIL550E/FtxNWB8iuvqL5wi/z5Gh1EItympj8xXmAYpzQHKcWrhurYUZ4Jro0sP5ft+1bzZSBd9rQHxh0sLgIxs3OG4d/mINmH5+PngerI4zulfNmZFFUqlGc9q4dWkS0ulfrAky/smrO18QRHr5Ru5Ex04MOEpLKcW76M5EvYnu5oLcr4RSBbBjZ3UtTB6oEnFLB5qGQLKC5kL1Aw/1o0L3Yi+EaZPIk0c2H2cU9zmHLyqz3r+55saO3b3hIuf0KYPFKaI7GiSQIxU/oxuCBsPt/Cxj5DzVFg/NixvWPKL8n2zQCV8fRuQO+HtxgHvThnXs9sgg5CI1rmBjhR9/JLurUnd2ol2vdwYPkqffQUxFn71tB6Jt7ZvolH6x6KZK9esidDp5mBTVTLA2pAJIFd0WEIJbUPtsaDuYXOTuw8o3IQH/CDtFRzLSDgHZKmyDy1ivBohAPz1pIE9/LS8nry2oepLIwoPRnjn1+idY1bp/t8p2Sp5RcBeiwXWdVQ5nC1JL53D78UC1uLBF/3uEHVRKqGeDDBLTbmJbadCSY4yF9t6af5XmsOQFNHNzMVkvpWSbrqcV0kFJ7qdkHxqjHO3KF5nhINKEKRWbvbNhJTN+QLPdELm/dnjL9hxPE4K9HUsT3Nca0y+mTD8gtTJs8ivgls7thxs5UBUjvxJNuAbyLJpqebZyRVoJ0lpOtIdexNFqoywFjfsxYz37IXMECshzfdWs6wPrCwuD7e9cQO0lECiOxVVnyn1IfC9pb1FO+AON1G6gNPf5pQH9m9c51RRfJLKM8CV5/3+17a+tgxeRKZPIus7w95u7vQzlNGL5Szn7aQd/me7Z8tYPoxnP+OwPQriYXjG8WPBV9BdUtxecCP7B6Vf33M5r71BIcS8vPv8zv5XSz+iHt6bwdlZfBSZFTs9en25OSzC+tmSLx5FMu1eXghXIsP9D2yXNuWpRDDvncX762rIxsa/p0Ymbnr9lVe8c48wLJE5rOh0yISN1urlo6tGqsxQtdad8juWH2PHMy+SSlFm9bW651tYt0a2gdbX2c5wB31Jq7WFqrqtfdGVQ/e5vBDkKYWGg8E5LjTG9xd4yDAwKvrwlW4fYDbtpaTu9og2xrZ1oSTGZp6wvFAhPeOMC8I0wLpAn7bUZy1dBNPN8QmiaoAACAASURBVLEvZF866uPMeGqzIWwXAxFE8JuObGmbryP5IiBRyc9bEOjGnm6WEA8nuGActD0nr+3Z3sqGPtee+s7IqrVNtJzby47iKu4Jv+kmUp1mNEcpmwcFxbM17SwhZEZPaedCPxILMQvBD8TdkAnLz6V0E8vLdSN3XeAYfv5NPNRyc643708iTJ5EXIDNHUdSW69rKK+//DERfAfNoSPdWO4uFOBrhWj9v31h63D9IAt1ZXzGyRNLtcy+CpPHEfUGujG73r+6F6hPhOzMU5/aMTcPheknke07Pb4W0q8V+C+N8V8a080stA25FTr0Dbk3O0/v07a32d4OT+/GbuzGfiRMEcJb4iv9oPaWrN5yV7pYgvNGNRmPzaNKEis2DK1ccjCDgaDrZlN7PEn2LVl4z1512Dl7LgzJ/NnE9PZeV0Lu+29ubxuI0rihLzbx1gImQ7Hi5GjogRUky6yQEaNRV1TtuaG3dk9odmLdEzpUer23SvIgUWXFEIfMptb2dnpstJfxyHJlzXCNVW2E43GJm07QutnzD3eioXr/tlFkms4IVarWFSFCd+eA7o4pw+w4e5o44jjH1R2uMcn0MEoJuSPd7JR/HeNHG1M/WbRkFy0xc7ig+HrIYXqhLxP6MiG9qoleSKpIdcfybukmkJ831KcF7dSTXfWkzxekzxd0xyPyy55kE7j8sCBdddc9ravOOkIi1IeO+tCRrk2NuRsbf2/7zpTRky1JPeThXkbyq0h1KlSnQjcZFI3F+G/ViclMFRe9dW4oTJ4GklopXtkWE2H1INl3O6iYLLvrLeRMGiW/1CG3Z0oqfSHXxRmF5lCN0JxAyAYO4LAVl5HmwELkq897tneF5siIy91IWHxBaY53IwtMHy9bKK43InVxoZQvlLPfJmQXnuY0EAqIXoleCYXuQ/riQmkO36C0lMqnbm+zvR2gpxhYpZnl4EZDR8RmY18o562fdrOxftmmtfC2aQ0IQkCmE9uKwh6LOmjQpQYqfW9Fkaax4oT3Bj5FYYUO1T0XTxJv53SD5JV7TVpqvbXwWJV4fkE8u/jmfcQZ6MxnRiVJhu6Ll2e2rr6/5u8NOTxxzkL1IbyVrv+m/8uotDDbOTveLvQ+mNkWoz3edrj1Fo4PjGD9+KXlKF+co2WGXzX4VYNb1fSnU/yLq30xI2aJdVz4//dHoh951p8bUz5vhnCWofPB73N/3TwnWXck644wyvCt5dtUwDVGNAZIl50l853Q35rR37JcbEwd6apj9nFLNzMp92zZ0xfWrVBctPtQr5skpOvA5IkVUfKLFld39IWBom+VdupI18ZXG70MVjSYCd1McK1VV7uJZ3M7QYJSHXmW71/36+aLyOGXGtSD75Tx0wbXWWvZ5BNYvOf2uTvA5OqD4lvrwogpJBvrwkjXSrK1tY/OAqOzYEAWdi11uqeXNAdCP4bs0kEU2tNAexpINo7FF5RuGhk/sjB+11qm3kAxXQi+ta0fKf1IGT2P1MfC5BFvxBShVf+p29tsb0d4K0OeTXYFhwQGOgZdNyggB/OaGKgnqkblGNSJ47MXdqj5DHnnHpxd2XH63gCy7UxMILU2s51Iwa67QqYTWG/MaxsqtLppzCtUNe9ytz+g2wo3n+1Vl4FrufbF2pRSBhoNfQ8nR7imM+9ssx2GDw2afkR4ePeaAH1+tS9+EGQAtV3SSSFE3Hx2rQk4eKL7QkjikSevCB/cxW1b5NYRbrGhu39kT5/3pnLiDaBRpb6dM3pseTgEmsNkPxvC9Zbsr27nlGct1Wm+FwvILxrqWwXFy3qvb9fOUsrnlenn7ZRRDjL7cXPmMWWvqn3PbXbV4p3g2oD3jnaeMPvqhua0IF0YHaadpmTrobK6MKpMyD2+CXSTBFd7YmKy7ds7ntFz3Vdvt7etdzhkxqfzDSAm7OkGdlI7F2ZfVbLNoBQzFtqp9dK2U0fxiv29aQ+EfAHTRz3rewOJXoTpk47qJKG4ilRHRoMpz4zfV55HNvfcvtpbnlt3x86TO/7VjvUDo6/UCNUtRSLMvmT3tPpdG7KPxnSzSHVHaU4Co0eJ8RVzJVlbj+3uevIzBw6W7wrZkr1CzQ9rRk5+O3ylH9TeGtCzdqwcyUvi5RWymwbm/bVEe5Hbc4NsuqQpcWntXG6gf2gfLJkfohF70wG0vCeeXyJFQTw733dwSJ7Z8VcmRKp9uK7ypsm1GMFqdb0esA6MPhgYJ34vQ6/PXlqbWd9fz+2YjI1juJuAFt3+uPuWtIvFdTEkz6wau6PLHMzQpy+QPLNJYnlGnIxwCyvkqPPWzRGj9eNuKshS/LK2gUB5RpyOSc6Gwk+a2GCg4yn+bEk8GjP56IL1Tx6RLXq6sVVBfTe0laVCcdGTrIzOk19ayFm8HICtU5qjnPzCfhBcaQTqmDnz9Hqlm7mhp1TIr3r6g5x0kKNvDzNcGwllSswcSR3Z3h8x/mTN1RenJLWSX/UUZ7Z/NzGp+PpWTsgc+UVDd1AQEyHZKK6xkHb03ECymQuj88j5TztEhfoYknqofnaAWEi8uePoBjmqmMBO0bh8XtMeZLQTx+a+Mn5ixGSrCg/757trC4TC0RwJh18yjmH00M9MObk8tzWt71thY/LECjSXP5ESE8gXyuzjQDv39CNle9veg+xXxqg3D7A9jEgQsgUc/p4XPPuNW8y/CldfUHw7eN5j5fA3YPGB0M7ZX9ebsLe9UPFp9naAHliOquvQ9dpyVEMfqm4rq+LeOUVfnuFOT/ZVWA3RemSHuRR7EwcMunv94OVlqW2T0fXsCgYvKc/2IKoa0M6Uhnek4V3zPgwUl7ZDpoN0vYjtPwwBcrdO0Msr8yZfV6NIEqTvDdDgWqGlqpDJcK0bi1f267t1bKAVgvEP+36YGNcNwDxUqI/m12GxCHo0h+evhkq2Ghh2PXFsfIl+npO9XKOpJx5M8NuW/mTC+GtL1Hu6SUJSBdzy+p66bcf6gwnlK/NG87OamCc0hxmhsJas4oWtPxRCzDx96S3UnCdUh460Mo8RzGvyg16fr41z148T0mWL+hRf91T3bMaEOpvTUZ/a+n0TaQ8yA7kmEjOjpMy/URNSx/K9zCajDb8h4xfWqVGcCeVZZPWOY/w0kjSRdmxDfiit0qrJkHLoYfLM0hjdPCPd9pz91pT80jxG17InTQOc/ErD4r2MbKV0Y6F8YW1mITU+XTOHmCvJ1hYVPcTMAFkTGyqE2NQzFUdSGfB2D4eUy1VOsjJwDTMLj2PuOfubtym3QjeG/Ip9721xLqhTRs+V5T9Qk//am2m+VRWC/mh7ej/w6kXkoYj8XyLykYj8uoj8qeHx/0BEnojILw/bH/jUg2m8HgaUZtZv2jSmcTd4TbLaWM/samX7Dzy48OrMig7ODRPHrF8VJ9aW1ffG02uHntz1lvDqDN1s92GmbrbIeGR5MrCw2HsraGSpkYp39BPYD+iRLDO6ySAhL3lmbWBhCJF3NgiMxtXaeoeHuRvsBFHX66HwInvpqvjiFVrYDBAJ0QBvMoJbx3B0YB7dZGS6fSHYQKIsNY95ubFuDrD2vXrQ2nP2jieLZj/7NkxyNHG4bYfUFkruCL7V7ZzqtoERiamNuKqnmyTUt0q2d3KSyiTPZ1/dsH04Yftwgq8i7WFmKiVzx/bEU15GupHYsJ2TxGbc5h7NLV+o3qaLNUc5KpZHVAfVsSe/6mwNQyjYl45u7Eg20RRiVMkWLc2BeYrpRsmWSr6I5AsTGt21YzVzYfb1aH/3Q/4tMxFOxIDP10rIrZ82lI6r91PaaUq6hqPf6AmldU6E3IjP4+eBdp5w/Gsb6kOjy9iUMxMekAAIlM+Fqy8qV19Uo5Co5fSsKCNsb5s+Xje12RYuCMnTjORphmuta6M4U5KrhPx5OoieGtBVt5V+ZHy+bAHr9wLL9y1H6L9RkF5r6f7QFpFP3d5m+2E8vR7406r6SyIyxbTp/+rw3H+hqv/p93U0jYgkaFMPBYZ8/5SMSpsXcXhgwKhq8yYmI9zFrnti2HkY2QimY6c7pZN4XajwpyfEM2NrSpJYR0bTmDpKH8y73DXu143x7srrX0rJMgOTNDUPbBfyDhw9qyp3+8d3BQzte9y4RLv2ejBRllmorWqzMcDC0/kMWW5tDkWWmoDmens9/KfrrjsyisJylVWDzqemrLgbHVkUdh1lRntonlL5pRfE+YQwNo8ylOZZxXFBPzG+XChMZBNswE8/SalOM0a97qeb1ScFqweZNean18363dTawkJmBQE3stA2qZTJo5rFBzYn13V2/NlvXHH1U4ek27jvD84uW5vN0SohNzWXYpgvYUO+hW7iSFfsR1W2ExMcyC+tQ2Pxnj2ebqwAkWytotnOTIqpOvFka1NMOf61ntVDfy3ZJAaIq/sJ5ZlNNEs2yvJhQrq0lrKjv2OkZhgKLKMRLkAztWtf/qYeV3mKl47xU2X9QKz6ioHS4a84+rGQLjB16FPogk1GI0IYKTLw2yUYmNXHQhgHsku738W5sL0byc+c9dgO4XCydLhO6GY2K3fnYf+wZoWMtyZA/IHsB179oGX1bPj/SkQ+4lNkmr+j7ULHEE0R+HJhOTLYt4a52fTaM2pb86QuF1at3YV9YPSUEI36st4YmE6nRinJUiP9Au7Ykvradnv5qp3Ki2bp3qvca/ztBA1W62Hm7PAheg1MdTq2ubtNswdSYC9v5RIbViTjsXmeeWY0nVvHVvwYPE3dzcltOwuL11tbZ9fCyRFSNdbatlOiWRp5W8ucOC5w68o6LVYbW7sIsUwpntnPffvuqUlLvVoSjibELDFvr21J1i3p2AoEO+tHnuL5hn7kLedWBdbvjExJeBnpJg4kxQ10jRiE8Sdr2uPSqraa43qlLx2LD0qih+pOvh+Sk29bRi9bunFCftnSzlK6WUpMhW7syJaWbwu5/YClG5OISpcW4sVUiIlj/dAxeWxUkG5y/UXPVjZDtj2E4sxCS6LRTpqZeVfre57tXQtbAVNhOVWKM6EOJmDQzA0sTfFYWL0D2dAurQ4QIV0pxZly+VNK+chEHlwH6wfC+Jn16wJ0W087g+ZE2dyD41+F0VNBVFm+b8dHriu0u4LQ+l5EnQ7dJQaGMY9UDyLjj5N9eNvd7ki+npGfC+1cufpNb1Jl5Uc7vH0jkC0i7wK/HfgbmCLqnxSRP4GNdvvT320yEWDFgN1YxG1tX+hd038MuEHvbpfLkzTdV0b308xG16op1pM7SFENLWGSpsTV2jzEYZoacN3j6weFF7AqclUZuA2yULqwT7c7PtpPQyPPbM5E05iU1Tc25vmFaMC3a11bmcDBbhaviFi+bRfSXi72bXbfcmPN4227fceILtZWSa5qmE9395/+9gHJywWu7ffeIFlqBY4+4M/XhEPTHUrPN/SHIziaoN7heuP1aZbglhVlF9g+nNJO7R6Nn7esPpzZTInUqquiEL1QHzoOvtJQnRpIAYyftvTTnPowwY9NI8/k2J3NpAXK5/V+GLfrR7Qz09DbdXn4NtJNPOk2ki06pk9kLwbgeqWfpPitFV2yZU91knL0UX/9fJHgdjJRDz3ZQpk+iWxPHEdf7qhOE2trU0fIjCPna+hmux8z62QoztW6QVKTi2qnYvM3DiC75NoTYwg/z+HyiwZI9Rdqkic5+YXQHKrJV53ae+w6aw9Ll6assr0F7VwJpeX2QmaiA+3B/isCEeK8h15YfdDjGmf0IRUYd8Tkut+4eJQN6sqgiZCt3mAh4y3n4X2a/dCgJyIT4H8B/jVVXYrInwN+DvtR+DngPwP+hW/zup8FfhagcBOjeDRGo9gVHgC0idd9qRrBcrhW6AgmLKB1bVXNwXRbDYop4/3gnl2rl25s1KLstOvqZh8qyuEBen6JjDI7xphrGolcFzLEWT8vsB/WI/MZ0vfIuESvFqByPcZyPrPzitiaowFf3GytuDKdmFe6uze7lrm2NU8TLEdXNSZvv6kG4YIB+CcjkpcLk5TaVOimup6VC8TpGLzgtvZDEkcZyYuFhcR1i44KYplCsGKIjnI0wXpPAVcH0rUpCdcHlmtLGtOUmzzrSdYtySQhf2Je9OZBSVJZK5rrDMiSKjB6IRSvKmJuqYPxI7tmaXvaWUq6bFl8MBp4dtfDetp5iut0P7Rnp0K8PS0IuVBcWiP/9FHL6mFGeREoLwJ9OTT3f93GPwLDzNqM4kLpC2fDhypFz2Hx4eBhwdCkb7e+K4VsHdneSkjXRiVJ1tCPbD+AdGOzalefExBl+jVHe16Qn5v6y/QbFn5Xd+ye+sqhXkmXjuwK6lvgawOnHfhtP98hm2vOm44CtI7yZEvz2IpfsYiQRvKyoz3IkGjrTzYmJ9VtLB3w5oZ9/+h3ZPxQoCciKQZ4f1FV/1cAVX3x2vP/DfC/fbvXDoNCfh5gnpwoGIC42YEl+3fN+uKQYgCrHfDs+1LN62NHS+EapCS16VO7QdsyGZvY6GhkXLp6N3lsCEGTgZ6yG/6dJnbOXW5u8MIksdkcUpa2zs1mL/++m5uhIRrlZqfMkibDOnLoGxt8FCJy+wTOrwbpKrdfy47wK1lmxYvLhYW407EJh04nUDfXogmjAk0tbydVMwigZkZ1UTVtvWiAC1iVdxAliAcj2oOM7KpFEmXzk7cIufWmlp9YwSXMCmJmsubFVaQrZQA0JXqhGvh27TDH1gQGhOyypTnOKF/UqAhJZcN8YubwVU8/HTiWaUHxojL5qGDha7rsiLmnOUzQzBL+u5xhfehop8ZLS9dKugkUFy0h94xf9hDh8ospRx8ZyFcnlqs7v+1N3HOs5JeQX/XE1K6rL4zAu3NiYmnV1Ta1MNMNxYh0a/y/bSZ0U6V4NaQ9nPXOtgdQ34n4bzh8Y0Tj5tAGBiEw/sQ+w91MidmgeZeZx5jUg+eopoSsLsV/0ahS9w8XfPw3HtDd7vA+oqmiuYFg9jSlOXVMXrg9H6+6Y2owbMTUlr/dl/AHtPgjXr39gUFv0LD/74CPVPU/f+3xu0O+D+Cf4lrj/sZu7MZ+xM0EB35MQQ/L3f1x4FdF5JeHx/4d4I+KyG/D7s83gH/pU480FDIkeU3zLhmqt0O7Gc56XffyUjGahzSEr7sc4H4cY2kzY91sOpCfK9zpMeHZC5xG4q6gMZ1YfrBprAhydGCzaUeFUUu831NJgL14pzYtNM3g3Q2PDWG5m9kQH9mRjasGioE8PBlbiLveILE06apqkKgaOk5oGqu6ZqnN1z09Mv28q+V1njBGGIo3jEvirMRt26Elb8j1rYfiTQdxNsLtJLmy1IongOuCCYTOM/qRM7mmbSBddnTHlgPc3s1JNwHfKukmUpxbvq3YdoQsQRPzUGK+07Rz+35c1yoqgqtNf49RSvSCc7Ln6WWLiuaBUWx8o2SLjuW7BelWaceObGNza+dfH95jtZBT4qBr92JDfXdCsulZ3S9sLGMBV+9b7FlcRlwHMVW6mVI+d+QrE3ttDqxzQaLlAqO/loVa/kRPduYHzpvRWepDR31iz/cjZf2Bec/zjzztgeXnsnPH+p3dPVGSjdBNABW2D3Ztf5GDv5Ow+pwyeSTUtwKaKcWzhPETrFVuooTGruGTs0P6eSQ5T2lezJGRouIsr/eFDayyoYJ8/bVKBi8PgDc0I0MRujfYZiYiHsv9P1HVPygi7wF/CRv/+EvAH1fVVkRy4C8AvwM4B/6wqn5jOMafBf5FIAD/qqp+NoOBVPX/hm9LyPmF7/9gQ+V2VO6neu3D27Yz+farpRUkCvZtYpImyHRKPL+4HqqzG77dDUICdX0tOb9aD4WGcN3xkWemOFyWlvt7/MzyYetBWTnPbLrZ61JVVWXDwYcJbhrCEB63aC97tWPdUVBWQ3N/3YBrr9vgstTGW96/Y2GrvPYL6r1lr7MUWQ+guGvNGya+aTYIoa63uMRb+DoUPnQyQoZQP05Lm6mxy0+miUnIC8TcKqZG5ShwrdAeetJVh1/b/pNv9IRxyuGXe6qTjDBPyC86/KbDVz0x99THmZF8MUAavzShgnTdg0Ac2TS08mULieA3LZoM1+sd1amJeeYXHc1hRnkeiImFhPXc0cxhc/v64zp+0VMfmq5eczoiFEJ9lBMzSFc2eLsf5kVUiSMm4Dph9MI6MuoDYfF+im9Mbr08M1rLTmLeBZh81QZ7q7NeXd9CfQyhUEIJmkfSK/sczb/esb6XsHwf8kuh+XvW6NfHTL9m6sbFuc2pHT0ZfuCDY/GFwPixpzkEvJ2vPjVRg/pUSFYQuqHYsxFSb/STbq64ViheGnexOk5MBbuFfPiYhsLmYvRjgQjbD1rehKnypsnJfwr4CJgNf/8nGOXtL4nIf42B2Z8b/r1U1Q9F5I8M+/1hEflN2DS13wzcA/53EfmCqn7Hxru3xk81vbwh51QU12TjJLEOhzxDZhMbuRgHWkpUdLXCHR0OnQfG0TOhgOq6r7YsB2/NGy+uKEzlZDy6pntUleXqEgNSnLfKb9+j6y1xuSIuVzYYvO32Kinx4tI4eFVlx08SZD61XtirFVytDNAT8xhlNrX83vEhut7ijg4tx9Z2Jm1/cmDV4m1lwgRdf63k3PdokdnIyK3N2rVh4h39gXWAqHfEw5lx/XSYb1t3pks4GRkQDx6ov9pa5TbYsO10bUoo48c1ft0Qi4RYJKzeG7O+n1EfDV0nvZJsbV3NUc76Xk5MhPrAUR84XA/p2obqJKvGiMrTdFAcMQ7g9uEUCTbHor43pXzVDZ0WCd3ElI2LlxXpJrJ61z4j7cxEA1CbiJbUakKgy5ZkHRg/bRk/N7WR/FL3W0wHPb2R0k4NDKpbQvHKnj/4akT6gXCcGTk75LIfnp2uDUTBuHLpSujHkfJRwuzLMPsybE8SVGDy8SD7/tGE4sw6NkbPrOgTM8gvlPxCWb8b0MQGAU0/VtJLR/iZJeqNvBwKSDdCurZNenC90V5Qo7fExMB5+osFyauUdsZeD1B+Ys3FP/L/sPdmsZJt533fb621x5rPfLr79nRHDgpFyYwpQ0BiS4LiSEEUBBkE+EFOAggBnDwmioEABhwrQJ7iPAUwAsfMqCgGDAuBE1uwJCSOIIuURF+S4iXv2MPt7jPXuOe9Vh6+tXf1pXkvSd020rLuBgp9uk7VrjrnVH31fd9/Kthcd2TXHIN3on/qPfdHfKc+M3KyUuoF4GeB/87/XwE/Afxtf5MvITGQAD/n/4///k/62/8c8CvOudI59y6SlvanP+pxnw+WoXNbEX4QyEjb8fSs25J84wg1SKUYxhFu4bvCTba1i/Kh2GqQyijZ2UXVDcQGt1jKcr+juERhb0+l0lRG3bpGDVO6MCCcFSdmpFvTSvVkab23S3t6htnf691O3Hoj3MKpd3MuCghi7OUVum39z6SlENY19uISfbiPvfd+/5zY38WtNjKmO9d/INhJij6/AttI4hrgZmPCe2fyOzvcQ89XuPEAtc7Rr78JN6+jhkPswI/PSon1VGDIjxPSJwVmU0vu625EuG6oDoY9WqqsiPTDlS9km4ZqFtGkUpx0I8Wi48UNzhucVhQ7AW00IlyLBXq8kLS1cNOgi5bak6WDrCG7nggqupHQH6egnoicbHwfnN6G6kRrS5OIDVP6pKQdhiSPVuS3pmL62UoxqKa+UC0d4/s1bRTRxpITG89lNEYpTGlpdw2mpndbzo63Yy7I+doIyj3AwsFXNE67beRi4Vi+KPIxU0A1s6hWS4ZFLtSXeqQIPa8vOfWgSgqb64pqtyFqxVnFHpYEJwnlzJGeyPMYPbac/qgiO1aM7gk44gyUuw5VgzMOGys23kJKf3uE3W0ZzBXlrqN9NgHdstN7dp3eXwf+U8C72bIHzJ1zHe7ykC339wbwAMA51yilFv72N4DfeeqcT9/nux7PR9FT0gFJ79x69LTTqEpH4coKFisfW2jBGwQoL87vHEZcnuN2ZvD41CesBSLzCgOhmexMYb3pqSBuk8H+DlzOt1rWjiZipDN0681WF+vJyqJrtbimwRzs97d3YfDBcyMjsssyKYw+LIiykhE0L6U4FqUUOLxBQd2I6iqOegMBFxjM6ULyPbrUNZBzBgZ2Z6KMmAxxWsN4gIqv9bQUtZGdXnM0xXhLqWDdYkODSwN00WJnAdVky7kDiTzUtWN9IyLa2KdSxiy1MT2fr+PgqVY6sfS8Zn1DLONNZQnXDc1ArNzLvbh389WVIT2p2FyPia9aij2fW3FWYQpHuaPQJUweyMTSOZiYAla3E6ZvZ9S7fsTdV+x/rWL+YtjnSygL+X5AkEm4zuZYk1yI914TQTU0uED2dvXII+cONrcakpOA1S3hw43vOaK3HKZybI5N31mB8Ops6DCXimjlSE419VS6snLPEmSSZlbu+depgc2NBlXLCI8C9a0hyQ8tyR6PsAbSk63j8dVrmsETKeBh5lh8xpE8MaQnimoG9cyirrboc32zhNIQzR2bFyzjk2e3h/s+gYx9pdRXnvr/3/CMDQCUUv8acOqc+z2l1J/trv4u53Hf43sfdZ/vejwfRQ+3BSuSWFQNHTnZWVABGB98U5QorbFFiRoMxGxgs0EfyGJerOM3uDiWrs2JqgFjxOUkKyQvtwMyphNYbWAwEBsrhP/WmxqsNx8kDfv4RzUcCgF5OJAgb79bxBghSiuNiuV+zek5wdFBb2fVgTPdGC7n1VtOntai3Ehi2cMZDwws173FFU273RkWlQQA1Q2cX8G1A/RqI899d9af0048yFO3tJMYGxuSRyvqvSFNYlCRJt8xzN7MaQcBqxvyfIYn8sE7eysnP4yxocZpJdKswjF6JMHYyqtUqolhfUMTLh3xSkZQXTlvMipk4Mm3V2zu+p2kdZisIloGlDshTivaELLjiHxfk5462gjyHXmzre5AtFCAI1462iTg8tOx6G0vHcVuQLx0JJfy+17eDnBKn95EKQAAIABJREFUYWrH4kVNciHPc/GiFIJw6cQCKhZDAoAczfjtgOTc0aRCJxHbeylS1VSoJvWoK/RCUQnXri+cJle0qXD2gsKhrIy43TF6O2D9ckP6IJDrlaN8c4I28vyaATSj7fvXFFLUl1OghXLfUk+EVJ2cGvIbDTuvy890tatJHoVUM0hODM+qOXN83yah5865L3zE938c+Ne9Nj9Bdnp/HZgppQLf7b0APPK3fwjcBB4qpQJgClw+dX13PH2f73o8Nzs9Sp+qlRVeZZEIgbhzHwb53lqMRVUS9/pcPRlLcSgr1GjkMy7E8klp7YO+A+HSBQZzsL91Nfa2U64oxSgg60wHRP+rZpM+Q0M89jJ5npuOW1fJDtBnaaijfSm8g6TfCZqDPTm/cyJNU6q3s1Jx5C+x7CGzHPICl0qBd1EoKHIH9HR5ukqJwWjtFSfrTNQXx/tS9EcDyf71oeN2JFkUqhJQoppGRKcbbBqiy4ZwVRNfFMQr6YDW10KGpw3D04bF3RAbKapJiCks0bJGWYf2Y6QzYHIrNkqBIsgso4ct8cqPWrXoXJ0Rh5R43rB6ZUy0aIgWDfGFOLYEuXD/4su636mJ/50TBNY/XuRVDNFK1AvrFyLh/4VCIm4jRRMrih1DsSMytfVNRTmVomO9k0qwhmgh53Baursm9QaduSNciYh/7+uyW0yuxFzg8jPKp5k54ktNfClvo9EDR3plaSM5XzWzhAt5rHKmqCawudWyudXSJo7NrRaz0SSXjmgpQEs7EtsoG8nz6XZ01Y7sKrvQcBdZbGIJMkWbyGNFl4blK47lKw6sGIlubrW4YKvJ/biHA2oXfM/L9zyPc3/ZOfeCc+4OAkT8hnPuLwC/Cfxb/ma/APxd//Wv+f/jv/8bPgD814CfV0rFHvl9Bfjdj3rs56PTcwiFYrUR8q+zvfVSZ47pykroIB3FRJsPppR1IAjITqxtsUshdqqBx/E7MvNT+w3XNILwxrF3ZBEAg8kILudy3zTBnUvgjh55SHAoaWjOOej2j42oGXSeSBHuDAHSRJBXraSLcw7lStjb6Xd1Akh4YvUgldDxJIbVBnd8gLMWOx5IUDfgJkMJ/IYt2bppcYMYtVYyHseRILhFiSpTihdkdRLkUmjK4xHReUa1lxLOS9rEo4GHMWFm++Kw+0ZJMzBSlKqWahbRJprho4r8MKRJNEFmCdfdDtQxOq8khPtYVBPRyqJLy/JOxOCsJT2tUP73Y0NxVzGFILbKW9V3BSi9tH1aGcDogWV9U0tE5IVYqjsjY2xy2VDOArJDTek7w2Yo1JH0HuRaEWYStD144noydBfN2PiwH1NK1OLwket1wNVYOqbRfRk3u10nyGMXe4r8UHaKpobptxX5gRQvXUO750gfSScWbKAeGYx3T+k0v5NvGeqR3H5zp8WZ7Wu1mlnKXbCp5dOvPeSNr93Eho7moCJMGqpFTHQh52+HMm6HCzEiGH9qGxj18Y5/5sE/vwT8ilLqrwF/gHCB8f/+j0qpt5AO7+cBnHPfUEr9KvCHCAf7L30UcgvPTdHz8ifrto7GHWXFOnA1ejbFZZkHIURPSmB6EKPrBlEK8kJ2hCB7uSDopWmkiRf9ez1vnov8LBP0lVjUFW7uTUPrGppGqC4go+9qLWDKdIS99z56MpLdnzGok0uIou3YClKARgM4OZM9IwJuKNiOzp1nXnddnuOW9bZbc07s33cmssMrKwFnANZ+BPY7T4nMDEXTOx7hJiNU3RBdSpFUtcWcLzCLhGZ36PWummYobsm6kR1et9erR4b1NcPB74uEzEYKU1jWNyLCXOgculVbHaoVEKLYCaiHIhmLNpY2Nex+I6M4ireZu4CNDOlJTnGYoJzkbmhvYGomhnqgqMaKwancZ3lHHI/DtXSBNpTvhRvhDyorsjDd51UowpX4yw3ftyxfFMfiZuBH1ZFheNKSHegejEkvRZfbpHD1Skh6YQlysaFXTopUsFH9qCwOKlCPHaN7YCPF8iUpivPPthBa0ncjqpncvtwBFzgOf1dQadVAPRE6jSkENNn9qmb5E5l/2WnaWBM9iqiGjoeLKemNNfmTEbSK//hzv8XfeueLXCp5DaV7OcXJEFsLSGLaZ7PTczx7RYZz7reA3/Jfv8N3QV+dcwXwb3/I/X8Z+OXv9/Gej6LnPe2oatlApskH5GEqiAWZVL5Ta+12vIxj8cvzt7erNTqOccuVfK/j2HXobt14rz7fVcVRHyWpQsmVdcuV6GWrSjq5pum7kt7IYLOBqsYcHwKeg+esFF9re0dm8NK480tBZC88/SZJIIm3Otm63hbutpUONvT7xdzbwVvxzbPToWTWdkCJDydiOhLQI4kFuBkMxInFOdrdIebKm3xOU+zOiHYYEyxyzKrEDkJxUhlO0JVjc2SYPOicig3xwpFfT1EtDN6XnV84MlgjXY3TCud/xcpBPZSsCmUdziiS85piL2R9OyVatJKR+9TEZQNFcpJTT2NWNyMGfo+Ig8113Y+hIPXclPI46xcMk/da+ft4fzqn6Ckm0MUgOrJjRT2B9MSPiEYCgdpQRuPOuQRgcVesm+K5Y3LWUo41+Z4Sqsu5jKPFPpTeKmr6tqUeKXSlaFJYvdRiCk09Frus4VsRbSQEaZCCObinqYeO5NJy8UOG5EKKYZDJPi87VsSJ/A02D8co7R1iAkcctCy/NiOuFcVNy/98719kPh/2v6N8maAacZBJHgds6jHP6vjEOflZHNZKR7YzwJ5finC/64iaRr6v9NYRpQME/BjrGtuPkj2SqhRduI5zwuFTw7QX9vfuxF2ORUdd8YfLcyFGT8aC5nYGAwuvivDdo6u3dBd7eSUAhk8wU51edyTFR+VlH7xjlyt0HMkI69zWoRkg92DLIBWDgayAUSp+e02LenSGvXGI7pxmvHmCBKYr+vD0ukZ5DmFzc4YuPM+uqKXTUlAdjqimAdGiYX1nKBrU9yv2f39DdktGeWVF7K8bRVhb2iTobd+zg4A6Vlij+h2eKR2ba4YgE0pHmEEzNASFxVWKemwINy3lRCpMPG89WjokOauYvpWjWke5H1PsaNljBYrVrc7FRayVih1JCKuHijbSDE6lW4tWjtnbNfOXvRXVSsT31dQRFIrNC5b4UtPGkNVi4x4vLcmVY3lLnlM9hsEjoc501+lGurDFK4C26FKh2q4blozdNoEmdbjE4krN8KGhHoLJhTsYreRvHM0d61swfcuRHRls7MiPxGi0HkF+LH9b/Y7QnkyjcIGjmbQE5yEX2Y4UvOsNtIpbkytmSc7jv3vbPx/IbzTgDO1n1nD+7JyT/8Rqbz85Pjk+Of7kHQJkPN9pZ9/reD6KXmeYGUWSeZFlvXW73tuR7qxpxN/uqZQxFQSyB+wCgADrfe/U9SPh6g29ZXwYCvCQFzIOesoKaSI7wCAVwGKT45oCPRxIh6i+g7aiPH0kCGS/iBIFhXdwcVn2QT0toFrp6DpbKxBww8WeZlKIHb1b+3E1iUW/m+Vi9R6FAkY85ZSszhfbvacZolYZdjoS6stiDcWqt5+yL98kOtlsgQMf9xjMc8prgqLaQHJq47nFFC3ZrSGhl+JdveJJwg8asZc6iIivatpIE2YOlOzhrLeZX9wNmL3d4IzwAHXjxIA0VDijCDctTilGD+RvUO1EuFYxemtBfmNMuKppBwFNItbr9ZCeyAuSweG0Y3BmSc8bsA4batLHG6rxhHjesnohILmU10k1Vv6xYfyeY31TM31H7OvDTFQh4bqlmpie27f7LZG5Fbua9R3L6D1NM4DRQ4tuNPVIPPJqr35MrmS8Xr5qSZ4YVKlxgevJydUMJq9bzn5EuqQ2lj3e6pagt8mZaImdz84Yv6tZfb6k9Z2kjlrUaczonQAUBJkhu+aIzgz1juXL37oLpWbkVwzNyKGGDVwZ1NtDrv+pE+790d+hTx1//DMyno+ih9hEuTyXAjUeA52ZWSNjYhiK9MpZb8bp1QJRKJw+tR191SCFy4V3PNYChqQJqihRuzuyf+tIwl1q2dOuyj5ZjSDAjdLtPg9kH9haFN4MdDqhM/t0TYsej4QsvXtTngOIB58xsj8sCoiGUBSolVBLKEopak9Z5PfnrGsBTbSWETyJUCvx5lPdz7zKsHsT9JMLKeJhIBzARKymVN3i0hD94FROvb8DdYPdGWGyBpsYgk1DkLdUM0G340ufSwGkl962ywglRVnJnnVawAJdWRZ3Q8bvS5Hc+XZNNRYAIgWGby0JYkO5n1LOAnQlVu/ZoVSxIHfoVNMMJpjCkR+LrG19Q3P4+wXnP5TQDOlzHuK5hGuD5GUMHm5Aa9Z3x5IlGwlBON+T14hkZkC4VrSRBGFXYwFHdAPVRBNmQtXpCNabo4DNdSmUyYmQoaO5nHP5hYL4nYThQ0XrC3E51VQTSB8b6rEjPjMEmewOm6H46eW722JRjyW1zdQwer/l8lMBzUhMDDqDguTNWEZUwJyENGNPJ7rdMrixpjobECwCjl465+RkhgsdxYGnCd3ZcHt3waufPiVvQ95e7H9f78TvdQiQ8cd7p/d8lOzWioMKCM9utZK9nc+rxaea4azn1PkEsy7rVattePdwKN2Y9Tm63uXYrdZeX1t6wrPqLyqJt+oG6x/TShgPlwvs1RxXFFKw4ngrT4tj7OVcqCLDVHaG3Y7w9OKf+jFd0/joyEZs8Dc+tOdg1xdY0ca6LOsjJcW9peqpLpxdCmqd57iJILMSt2ikU009obmuBfX1u01nlORnTMd9apqqW3Tt0fJIY9YlqgUXapyRDAtdi39euGp7Dl6QtVRjQXnLiWZ9PcRU8sYvp3L96GHhjTgtxY0Ry5fHXHw2woZw+SkpmNHKEq3EKBTnSM4q2kQey1TSOeX7oWRbaAhyuVQjKb6mFJS5TUPqSUS4aVnfEH88p2Fw1jI4ayn2pIiIDle0u/VQCp6uHSZ3bI4CmlixumVY3TIebZZM2WrqyK5bqokSh5XTiCZ1FPuinbVGCms8F7OAZuCodiz8+FxAnaklOxZ1hfWXemxxgWRgLF4UtYgpRFFRjx3VzNIMXR/mtPv5M3ShWb1ag4afvfsNbt89o9mvKesA5yAclzTTVi6VIdCW33z7VX77nZcYR+Wze7uiv+fleT6ej2fXdSydCiOO+yKGbbdZFz0wMNrqcTsnkcsr7OUV7YXnI9VNbz6gRgM5dxj1BUsliYAlTYO9moti4alkM+cDttUgFSqJ0gJSDNOeSCwEZh+88/hUQAajhU5ztC+E6CAQKkwYyGMqMQ9QcSTh43UtfMA46oEX9nYkn/fsHLs7FgeZDpxwTgrsaAhXS7ha4sYDXOizb1sr3WMQCJHZOdBakFuf6KaqWmzuQwNK0aSGNtQU10bEFwXBVc7yTkw1DSR4+14petyxwVSWYjdA1456aIjWlmqqiNaOIJdLk2rWLyRUU0WxGxBsGuJ5Q3wl9Jbk0jF6v6Qaa6qxoLzpeU2bCMdt8WIIDg7+SYkzcm5TwOCkZXDSksyFqqKsdHUoRTUNuHolYnBiaYbSxWUHhuzAEF85BieST1Ec+CwKKx1msatJFhbtR83pOw3TdxrOPq8xuSKeK9IzxewNybqt7hS0Q0u4UkQLxeCJxCw2qSDYm9stQaYYPNKEf3+KDUQRAXh9slxc6IjmXsExBBfI+N4cVaSnChs5dK0wG43ZaE7f2qOdNKhKs3Pril/9gy9wthoSj0r+3bu/jw4sN/fnjI9XjI9X3Dq+5O0Hh7SNJvx2ypuvPy1a+KMfnSLje12e5+P5GG871DIKsecXwsnz31LeJRilJIg7iSWJLEmEY9c5J/uCGBwKNO/AW89L1yNcPvHBc0XRo8MSOSlRj8qY3oVZJbEUr7yAMBRzAMBtZATHqzm6gqoGA+myljXKWtTV8oMxkLlYXLnWyn26n6mupctV6oPd4XiEPjqA84XQcaoad+c6ajwQ9UUY9M+JVUboycnUNW48lAJ4tcRNR+irlRRAz+vr7OGLgwTVShcYZA1tKjvAzYsTBicNrbdbX92KSS5bglJ0t9VEEa1kzxbklsGJXN+NnEoobgQbCNeWcl+6+DBzREvx78sPIsb35QMrOwopZyFBJlkAQQ7ZgQYVsDnWhGvH5H7b60o317SEeteqV4OY3JIfaZyR7zUDhSm8LG6mKPYduoRwKQXGFOJ8YkpHNdJkx4rxfUk9A9h/3XH1qsKG4pJSTaUzTL+VkL1UEc+hGm+1tE0C0QriU0N50JKcG7Lr4JSjnlqG9w2DM4uNfHra/UCIyTNxZa6HUNypUJuActcxfGAoDhxt2iXSaaZ3F1w+nHF1Jdy8yaDgyf1d/p+Ll9nbXfPO/UPwf4PrkyXDac7mwZg2dYTXt3EEH/f4JBjoWRzOSYHwJGC7WstuDCRvArx5qBfkR5GMv9oXoizbko0LycpVY0klQxsvIXMynvp82qc5bi7LtgFDWvUqEDtfSELaYAv3K6NhIJkWbmeCWq4l03a9QXfhPVkmnVg3MmsfwD1f9sHiaN2PsNLR2m3A+cabo1qLm41RmYGxRl2utvm3Wm+73U53q5WEFXnbKacVLhHbfMKg76TbcYzT4i6iG4s5z7GRBG23aUhyVrF+ISEo5R00OG0oZ4bBSUW5433v5i02VGyOQ1Qru6791+WNVe5K+tnosYzB8VxAgsnba9o0pJqJvrbz0xuc1LSpIVwKgGEDGU/rgWJyTzh42Z4h6GIMPR/PBjB6IkDJxWcjTCF0GdXKuNlpYMOVjLX1yLH6dIPKDPGlt1ZXwmWbvdVijepdUzbHWqRkE8fg8TZfFg20ivnnapJHIaH/nCp2HaZSVDOhstQjKK81mKUhOTWYUig2nZ17fOUoDhTDh456rBjMRfmhK9HS2kA+PMzUG6euEzZ5TPI4oLgGL7/6mKwOCaclZRvwL+w95rezhPJU3gffvn+MKzXhRhNkCh1syeAf53AOavtJ0fv4hx9v1Uj2U3o2fQqZNNJF+XDvnn+HgBgoBaOBpIR1R+1fKKGQftmZwnwlSg6lpFvrDCytFfDDR0mqUgjJqqzQB3vSvZ3PYeY7yKsFjAbYxRIzGHiFyADT8QpXK9krNu2WC+iNRlUggTh9Lu94JB2c9/Hr94Gdw4w3Q6WssPOFJLEFAe3uCPPuk55wrTp+Xlnhdqeo+Qo3TGFeozdieGoHMYTekDKX5DNoqKYRbagxtRVtcKipB4Zo2ZKcygdDcTRg+LikSQx9pOGNgGjlx0wH428VFAc+V/dJDi5h/nLIwes59UAya20cUOxHItxPFUEmf3c7kHEZJTs8pyGZyx5PWdnbxSuJYATRy+rWOx0Hqr9NeiIWTyDoaCftyg8kSzZcK9qrQEbHStLHRg8UphJHZGvoEehqLJ3s4J7n4KXSgdYjMIuA8M6a9jyg3PGytUq4ddGVxpSQXbOYhaGdtDSVYnBCH6IOsLoLqnUkC4szmtVNRbABGzmqqRgqBBtFvvJw7KjFAMXtiuA85P2rKVUZkqQV9893uNgMMMaSHMkHz84o4+7kkt/+9kuYYYW1z2bklPH2j3fRez6evfUmmx0RuQMRPEnZFaXs9sZD6djKqhfz4xzu5FyAC9t9jEa4upbRMQzFzNMbj7rLubeFanvQQg2HtOcX9Fm2gF1v5LarTIJ2lmvRw8YxLNbonR1v5plLPKRSW6CiLMVwtCNGayWKDGul6ytKQXhz6chUmkpx9s9JDVPsfCGeeE0LSdwjyi6N0Vndo9Yd6OLWG+mWvacfVgwKsBY3TNHzpz4UnMP6oh8tawnsUYq64ztYaBNNPUuoZwnhShyTQcbW7hJuJGVs9YIWM4LSYkpLdj3FGcXsrZrVzZjNtYByaih3I6HFXNXsfHNNvmfI9wzJReVNR2W/ZyrIDsWMtI01zUBTThVB5ggyx/j9mnImpgLLW5rF3Zg2UWIT75PLkivrvfPEpKA4EEBCtZIgll9vSS7EBCBaSoEtd4QeUw+liJU7TrS4SgpgPQKUox23qK+OMaW4qLSpw0YQXWmCDaSnjtF9b0d1uEY1cPnjFUHWuTNDM5HX6uM/o3u9b/FqQXyhCHJFdruRgPKFIVgY0FCuYsw8wN4oqMqQOKmoa0NTG/aGGZvLlOreiOreiPkm5f/92it87u5D6ntDqurZ9Tet199+1OV5Pp6PTq/jva030h2F4fbXZq04FM8z9DoTpcMg7a2nulyK7WjoNa+dRfwmk5F1OhGX5N2ZOKN0nnejAe78EnN4IIhoKwoKxkNRUNRSFDsbJ5ZrKch7M9Q6Q01GfReqokjAgtrHQnaPEQby+FkhBTcKpStzThQTRSFdrqfROKPR+3uQFTh/ncKPxcs1OvRefkfeTuv9E9Qgpb22i7lYSZepNe1shK4abBLAIMb4wldfm2EyKZaqqHFJiJumRIuS6iDFRop6oHqeWzMwRIuGNjFE8wanArJDQ7YvOtfpey3xecn8VfkddVZU9VAslaxRhGsrCLKBJjG0ke4zWp1S0kVqMJUFZC9XD+R5BLljdQtGD+VVcbEvvMFkbmljGVOjhYyz9UhhHliuXpVxF8DGCL0kgfXnCgbfStCVFMQgFwcUG8qY27UBykrhi5aO9QuK3Tcs85c09RTCucGFUO5ud7bBRmNDR37sWH+mIX4QYXLF6nSEmlnCBxH5kSSoAahWUe+0pA99xogD8yimOBQqS/I4IFzRU1AILWi/41vLWHt375L78xnVRcK7eg8q3cvcsrMhx7cveP3rd+Cg4qWjC979Ad+W3+3454Gy8ixyb98DVkgoR+Oc+4JSahf434A7SDjQv/ORgd+dR10c9RkUHVJLEMjIOxkLoqqVdDK+EyQIUCb8QG6sW679/bwdU9P0xGB7duG1qv7FtFgLMhsYKVRRiJsv+/uRS+Hpc3Wdk8J2tcAphdvfQRWlFC6lwHgtb/c85Zfku0EtXMO6gtkU9+QUtbcroIhSW3JyHOHWa7GqQvaUbjKC1VpcX7QSg4KLuTylKITAoBeZaG2zHAYJOivBWszFHLczod2TEV3nDSqvsOOEdhTjQk12FGMqcUwZPi7RTUAbe9QxFYF+tGzAQXZgUK1jcN4SX1ZcfioFl/SjZTkVo9BwY2kTsUyvR9rvzxzhqqEZGdKLp4IJtViudzy5wXnL/CUZoYt9RbihJwJHCwEq2kgxetKS73TOJQKmzF+J5Ll0zKKFo9wRHz339YQmfSp2MROp2ehRSzXSlLOOUC5WT8UuDE6cACvImz5aivWTCx2Tb8vrdH3bomqFrhX6SUgzstiDCnJDfJxRxAnxGyFpn6uraQ8rimNF+JYhXENyDlefdcS1kK+boerBIZO02FbhIks8Kbm2s+THdt/ljUc/BrGl3YSYTJOcy/Msdx1aOYLdgvEoJ6vDD337/WDHJ+Ntd/w559znnzIN/M+Af+icewX4h/7/H354tNS1Vjo4n9fqPPjgNhtBYf1Or1NoYJ3sxOp6y9PrjTiVFDegD9xpGgFI2nY7DjvZ6XVL/s64wFV1H/ADbCk0IKCHNydQj099nkUgRblpt3zBIJDLci2dXBSKYiOMoKzQx4cyjpalgCY7E7l0I29RyHOwTvh8gTgk2+lQRvhNJly/JBZ1xzqTUX46loJrNCzXUjBbi85ruZQ1zf5I8nWVglZMOoN1y/BxSTUOyfYDWewb0bXWA03tycrDU6GN6MqSH8XEKxkPOyuo4fsFphLwIFy1pOcN4UacU2SMFAsrXcsurpoGqFY6xM4wIN8zxHPhwQ0fWaK5IzmXS7EvXagNId8xxCtLvLCUe1IkdO1ILywuEKQ2OxIT02qsSE9ld1juWHbfaGXXl0ETK9pYgBBTCkewmlnxqpsq1rfFMWXnm4ATTp0uNMtXGpavNOhCirsNoN5riM81OrDoQUP5aIhZBDRD2NxwbG442qOS+N0YXSlWr7QU+442UURzTbSQgqtawCqwit3ZmvEkB+OwVrGpIn7z9FX+wme/DLUmHJfYyNH86IrmR1e0sePx6Qx3f0D9W/s8fvvgY7/Ju+NZZWT8/3X8sxpvfw74s/7rLyG2Mb/0obc2eksabq3YNXnHX1dWgpgGgezAonCLyGp82E8oBQJ637q+MHqahpqMcRsJ+FFd4YOt2mPjpWZKo3yWhC0K1N6+OCt3hgN5Lfs1rSGJcE/O0NOJjMFBgL2aS7FVSkjWIAYFSsljpYk8P2u3tvVBgB4lMjr7wzn3Ae8/NxDbJbfOUGEgXL0O+CgrVGv9KD7wY3CBPdyB4z1U3QqYkcif2zy5wu0OCE/mtIcz2tiQXIroX1Ud74TeCTm5qCUmcmgod0KhelQ+9HpfBP420QxO5XddzSKqkagc2kSzPpYRbvxQOsVw5f8m/vy60lSzgM2h4eD3lr1yo/F7OkGatxkZ4VroL9ZIkWpib166lqIzOLNsDnVvjeUMFPuCzJpK0szG72iuXoHpu950NBEVR2dple9pZt9UHlSQ3V4zhAKhsUQrsOOG+JF8KNZjR3yhhZTsFMWhxSiHjlvcMqHab7FZ0GduhG8morYwjskfhmTXOjsvWP1ISfxWQv75HHsur8WzJ1MoNWrQ0j4ecF4F5OOQh6Mdbt49w2jLe1cJVbHt6FylafZq1tcsLJ5Npyfo7R9v7e2z6PQc8A+UUr+nlPpFf91RF/jt/z38zjsppX5RKfUVpdRXqjb/zm9/cnxyfHI8h8cn5GQ5ftw590gpdQj8ulLqje/nTj4k5G8ATKMj12tosdLldbQOf73KC9TOVMCJqgKMjLe1OPT27si1HweNESrKZCxytrXs7vp83K6Dck5kWx1fDhlfiUKhzizWYhV15fmCnbNyVeMur1DXDoUuU5awM+2fh0vjnjoj1JNaENtK92lu1E3vneeqqtfSuon3xfP0HKXUVq2yMxE35NXWBMHtTAS8CIPeuorJCNU6lp+sysbuAAAgAElEQVSaMnn9TDpNb9zZHu8QPbiQXaC1KGdIHmcU1wc4E4KCZN7K+At+7KpZ3gzRLQxOGqqp4eqVSEi+kSKZt1TjzoLJES9a6pGhjWT/Nnos54uWNc3A4LQieSI7zPLGEGsUe1/LqHYSWep7CsvsbZG/bQ5N3xlihbzcDES0P3rc0jogE1RZ147xw5bNkTwfU0qnVx61DN/XRAtRQgS5dIbRSlDoxiq0f0ckc8nTyG604hqdiWIiWkjWRZMCij7zIr7QMg6PW1StCZcaewzlPIHrNdGTEF2D827UbSo/n1kawo1j8g4s74K6ncFpKiFD7yREpdw+H4PZGFrAVAp7GfHKnQe8MT9kJ8nZ1BEqbQlj/765VhMEls3FgJ/59Df4g4sbz8hwgOd+fP1ex8cues65R/7fU6XU30FcT0+UUtecc4+VUteA048+ie1RWOckz7b30ytLATHKUsAIv59TgYFAi/Ki8a7LIHu6IBBUNSuwV3OJb2zarTlBWW6dlZsGvAmnq2rJwNV+FO3AC2MEbPDnV2nitbBWgJC6ksBvHyakAgnTtp5YbXZmAqKcX/Zh4zSt8ALTRIAPpXBdAPnpOS6MBPAwZitjcw6Vlz2A0x9WnKcpxdhAEG4Zlye/dYYaj6iv7WAyIa7pVYHdGaPyimYSE14V5DeGmMJSTWWs1LUj8C4rzdBw+emU0eMG1TiCoqUZ6F4KphtHk2yHhmKmGeWWILNsjkRa5rQiuiqpxyHxVYlqLMU1+YAQFxaN84huOTEUUxH5J3PN6qamHgtJGGBz0zF8X5GeWUy1fUwQvW2+Z2iSbbKZjQAHo7clWFt7JUS4csQLy/zFgCCX0bIeynmKAwE64jODDUW9gYPNDUWbOOrdFlUYmnGXKmcINlLsiuMGlONgZ8Wn7p7ym2+8Rj2xJKemL5L1WHaC6YmmHnhjgr0adZkwuLmifX1KedBiN17BEba44xZ1GROuFPms4Vtnh9RVwON6xhdevEdw0/LOIzEWGIxK/tzNN3l0MOXvffOzjCbPZpr65wG9/VjjrVJqqJQad18DPw18nQ+GePwC23CPDzuRvMERQjFluRX4d+BFXkh3NhtLkczzbWKaUtJpdQoM7TsjZ73dkz+Pl7up8Qi3XMklyyXFrMuVXW96zp1rGtknIkoM5ekonXmBaHMT1HAogePye5DurSjRs6l0i60VzetoSPP4pJefSVi5hIe7LBfXlk6HXFcChmgjj5GXuDiSDjIRJ2m7M8LuPKXL9eqLzozBjQa4m8fUN3YxeY1NQ2wqe0K92KCyonc2Vi2Ei5LBIwnBSc/qXnurWhHoFzNDMzTkBxHxvCGZW5qBIrlsCTNLOVOUM5FrdaYEAOmFJb6sUU6S0or9hIvPjdkcB2yOA4odQxvC/MWEy9d8CFQgqOvmSFNN5ANtc0MuICqLfF+zvKWxRjE4awkzx/K2kXxdJwlmQQGdpnGr1BCk11Ti0hJuOhcZ6OIY28TRjJ3YY+WK4rilGTiKWxXpiUIXmuE9Q7CXE+zlwltcQbnfMvvDgPJmxSCsuZVewjJAl4rsmusNB6o9izOOze1WdoUHDjOsBR1fxRS3Kim4kcNGjsGoxASW4CgTx5hpSXY54Au37hNEDW+cH5LVIbYIsEVAFDRYp/nR6QOCqGH9cPIDvbc/6rBOf8/L83x83E7vCPg7/o0aAP+Lc+7/Ukp9GfhVpdR/ANznQ7zt+8M51Hi8DfqJn7JY2ulGTK/M6Jb9nRU8yJjYceI8R40oFHulovBjoo91rCsIjIzKIOhnHItTcZpIwWithPY8PsV11vWdvVQqpgGu07FmRU8h6YwIMFpyNDx6rIzuu7zg2pF0lEbjnJCje+8+3+l1yhRX1bAzwS1W0j3GAXqViwtzGKKWWf/7s3sTVN2iNrnwHccjuJijtMZ4Pp4yno6Rl7gkwu5PMFlDM44JNqKYcFoK4OZ6RO2DeGZvl4wfCpctvpLxVFcWp5WAExpw3lMO6dzKnZA2FmJvkypsqKkizfBRSRtrkisBDwCyY08nCWB4ItSReL61h3cGxu98MLzbhoASnl2+p/tOTdcS7VjsOWzsdauFdGecC7gRraTTMyeO5S1NmwihONw4VjflMdJTRZMgz0tDM9SM34OlC8Uj7yinqAa0HjhQoSO/5hi/ayh2gUqTBjX/4PGncIMWypDBY0W561++J4ZmJC4uygpPL/zDAfn1BvKAYGlQDRivWlmfDdEbgykVy1daksAyvbbgd966S5g0FEXIDx084eZnhMb0cDXjR0b3+OUv/wyuNNx57ckzGW+dUzTPoKgppRLg/wZipHb8befcX1FK/S3gXwb8Pom/6Jz7qpIi898AP4P4zv1F59zv+3P9AvCf+9v/Nefclz7qsT9W0fMhHj/8Xa6/AH7yBzpXnvfKBJUk4nwCqLoSVUYk7ic96hoKN8+V1dY8ABl73WSE6oqjUvRZGlrjXLA1IejuM0xlXDZGOrCqlp3aZNy7uPQW9TtTyMttsloQeI5hLBbwuzPc1ULMUL39vKtrePkWXK6kQwQwoYy2pc/KTWNcZzhwtC+hPk2DqmpReBzsohcbKchGC3qbl/3PqM8XuGGKywvcjUPU6ZXoiq3FJiFaKfTKI9yBAa1pk4BqKklfyXklSo+2pY01oYE2lCJ88oWEYAPxworVUy5uMKayBJuW/FD0uNHK58zeCkiuhCw8OLWM31zRzETvu7oVY0NFetH2I3F6Kslr4doRFJZyokVGVjt0Lby4NoHBE9+NB0qkZT4Gso09787K//NDIf4O73kTigzA62qV6GQHJ4rNdfGzC1cQrWWHV+7JYwwfaMI1LF+WPAtdCU/QBiJh494AFAzekA/oze2G8VsBTQLlQUs4LXnnYo+iCHntxce89eQA3h9gI09OttDsNAzeCYU3GDjyuzXptKB4NKSZtISrAFN4mdtOweh6ycW7O8Rnhpc/d86bpwdMZxnzsxE/+8Nf40dG9/jS/T8DwAvjOb+9eJn9vRVnD3bYS56h4cCzGW9L4Cecc2ulVAj8I6XU/+m/95845/72d9z+X0XiHV8Bvgj8t8AXPSf4rwBfQHr631NK/dpH8YKfnz5UeUcUJyoKPR4Jpy70xptG3qgojVtvaJ+cyN3iSCyefH6ssxa1XIuMrCcUey6eMVvlxNOPO19ICNBaUs7U7kzAj6LYGnt2nLvVpicyuy4UvCxl9+jVHhiJp8RKNgfaSJBPxzXsinde9OMz55dbrqGPwlRDzzM82EMv1n3wt2paoasERrz1ikK+7j4QnlwIjy/LsDsjKWaNRW1y1CbHjgbkL+6i65b0SYapLOH5Gl1UNDsp9TiQIpQ7wtyx942aaC2AhW5hc2zIrifE5xXLOxHlVFHMtjmzzigWL2riKxlr8xeG3qjAeSVFS3RVEW0c0cYRFE5IyQqaRNyYq4mYiIYbR3zlGD1qKXck1jE/UoQbx/Bxiw1EZ9tGimqiGJ406BrGbwW0kaSKFfsypq5ebrzETFHuQLQELNQTyPclKyNYK4K1Yv1S68dgKXjKSnEePFGUNyra2ImX3a6j3PXghsfSkhODenNI9v6IP337HvvJBq0c6zuWeq+Ry40KnTRkr5ZUOy2qVex8JcR+Y8KtT51A3FK8VFLuWco9S3GWcv7+lB/9/NsUN2r+/ev/iKPpiqyIUKHlX5q+wf/++E9xMh9zMh/zlXu3eG+9S2haVPPsdnDdTu/jordOjo6jFfqL+4i7/BzwP/j7/Q4SCn4N+FeAX3fOXfpC9+vAn/+ox35Oip4fu6Ko38m51m5t4Ucj2XX1O7kx5sY1+dobjLqykq7MypioksR76Q19dyRk3d6pJQzlEpgtKGCMnGuTi1tJmuKSSIpU53XnA8mJwh49Jgq3wMtk1D/HPrC8Q6KTWH6WNBXN7s5EiucgQaWphJIPB6Ib7jh4nYfeeCDXlZUEgHvvPFoLuzPZ9w1i2rvHuINdnJfmmceX6MUadbkQmVsY0MwSTNmiswobGZSPSqz3hjSJIcgt5VST7yryXSXJZqVjcr+inGiSuYAUxWHcu4ZM7jViytkIgpqeya5Qt0L0DTJLkxqGjyo2R4Z6GvYys2JX0ySK+KqlSYQHN3zSkp5L6E+5o9gcaYZPJGxbNZBeyPnDzDF5r2H8fsv4fsvmMBDbqUoChIaPHEGmsAbSx4HIy3yD3CZSzNpIPO2Cp3b9TjuSSyda2jPH7E1LsSvuyJOvR5jjnPhhRDRXRHNF8kicVEwloER9s+LwpQseZxNeP72GNhY7bDErg1kZXK2xjSZMa9LHhmAj64M2dVin+OEXH4J2pE806RPNwe0rjm5ecX+5w2A/43968mNM4oJqEfPzn/sKX93c5icP38C9M8S9M0Qrxxf33uPacIneqfi9t24/s3fr91n09jtKmr/84neeRylllFJfRYDOX3fO/WP/rV9WSr2ulPqvlVLdrusG8OCpuz/0133Y9R96PB/a2+6DQWtw4i/Xe9G5bdIZHkxwdS3Kh9ZC8MEPBxV5Qq9WvZ4XIzpYV5Tbjq8bV6HfpdF6hLcspfDZFmIfC+lBE3U0FcTWehUJMh5TlLjSyjiq1dZeCulG7XSIenQuzz/LPUnZF/FaEss48FrashIX5tUa98KR7OOWG5xtpdg6J+N3p8utRayvHl1h9nY++LsNTA9ydDreZhiQ3l/QjhNUI07Iap3T3pyCkiI3er+m8mllxa4mXjgWdyKijcNpha5b1jdCnJLCsXgpJL7ylJhIpFvxXMjI1URkbOlZTT0KBD0dGxmTgVoL2dkZ6dhM7ch3paMb3XfUE8nW6OzWB6eWzZHuaTDr64bZ2xXNwJCelVy9GtPGPEW5AaekCDol+bKmhMl7LZtrBt0I+GJKR70rP0M4N9Qj6SjbRFFqSC4t1USzeqXF3BtQHm1ldPFJQLiG9NxiSo2yMatxzDguWZ2MSB+E6NdybCU/w+7xgtd2z/idr75KfbshWBrKPUdwlPH+6Qx7oGAV9jm5zTrli7fe43cfSPHSyjEIKn7qh/+QZZPy9atr3Ht/D+Pf0VHY8uXL24S6BeX48dfe5v6Hvf9+gKPj6X0fx/lTCq3vfi4J5f68UmqGYAM/BPxl4AkQIZS2XwL+KnxXnoz7iOs/9Hg+Oj1fpMQGPpYdmS9wajiQrqgoZAxtrXSDXmblmkaQziiUguWdWux8IXu7qpZuqq69NtYIMOGdkEEQV6W1PHb3vVq6RlXWqPEIPRyghwPJnIgjGWmryn9dCXKqPa8uDKVr7cZbEJeTspTHv3Ekj7nOYG8mnoHG8AH7+6aVx98UqMVKOs6dqXSVq41YR3WHtaLIuCGyNlVWUgjXG2haCQzqRn0guirFot86dCldbHV7XzoNDy6UO0H/fIJcHFVmb5fgpJPLD0QXq6xQQJyC+WuK+WuKoBAwIyhadG1pQ3E+aVNDMxCn4nBje7eW0fuC7JYz6SJBAIndb3qViIXVXcviVcfiVVFg7Hy7wgaKOlUMziXMKFw1bK5FmBJG71uipSNaOuqhwwWO7Joiuw7xpSO+EKS3HsnOz5QCuAQrTbDSKJ+XLnQb+ffys5LtG50bXOgI5obowl+W4uZy8cOK+WcbqpklW6S89d4RetCQ3/Q75GEDw4bFt3b56uMbuMCiWkV8qRi/q6nnCa/cEIbX8J6h2a/l8njAt68OsVYRRw1vXe5jnaK0hj+4uMFPH3+T4+M5k9cumbx2iXMKoyyX+QDzbspJ/uxyb5+1DM05N0dUW3/eOffYj7Al8N+zDf5+CDxt//wC8Ogjrv/Q4/no9BzbgOsOae2Ahs5UwNM0aBrY3xEUt7XSTdV1r5kFcNZhrh3Jm75LJFNKuqssF7fkTlbW2G3BMRo393u80O8I81woLk+NqPbiaguedAao1nviFYVwAPNiazhgtHRv41FPTXGNBB6pMsP55+M6n8AgkN3jUHJuCQLfXba4IIDxEBea7UvL01z0YoMdiR2VSyJYiz28Xmee7iK7THO1oTkYYzYVzSyhSQOieYmuHYM3L8le3qVRuvd/C3IBGtpYbJDqgWJ40kpH+KjFRmIIGs3l9smljMfRQmNHmnhlqcaaYibcu+GJxRqIF9JtB0VLfFmyvjUQSVgqHVYxE3smHMTnmvRcfj9B6USmFivCzIKD1e1ENLdnNZvrEaZyLF7qgBLp9sb3HMu7inIG5Z4jPRVPgmgpTjD1hL5HMJXCaSE16wqGT5w4o4wtNnKESy2h4nt+j9oaorkSFxTtsIklTGua2nDn2gUPzmd86topX793Xf5WlaJ4MoRBi8MSLXRPx3nryQHm3ZT20ELpX6c7FZFpqTcRtjUMhgVff3KN/DJF5Yb/NU9Yz1NGM5nRyycDvr2J2NlbUc8s6+qpPfbHOJyD5hmYiCqlDoDaOTdXSqXATwH/1VP8XgX8GwgFDoQG9x8ppX4FATIW/nZ/H/gvlVLdiPPTSLf4ocfzUfQ6hLVtpYA85ZLs1msJ4Lm4RE8nEOI98SKYjnHzhae7yE60c1Bx84WcZzaVv1RZiXtKHEEkQd3gR8+rOXpnJtZPg4Hs+SIZh1UQ4Jar/vnYJ6fovV3fUTrR8nptsKvqbbykUlt79uWqt7RyVYWaSMaHXSzRk7G8r1sZjcHrbFcbKfzTEWqx9h6ARlDbuoG86p2Z3SaDF46Fo+cdl2la2J0KaboLFWrlHW2nA3Te0A4jaJ2EeaeBuAsfCZ+r8XQTEPPLNpaOKCicAA1j0dpujoJ+NxbPO5cV2U8t70SklxZTWMpxIM4nhQTpxBuH8c7MqrIUhwnKCqAQ5LLLC9eO7FDoK+ubwhUE4f2trxlM5dAraBKh2ayvG6qRZvx+zeWnIgEqAJwgr4uXpWOrxxAuFdmRI1qKHZWuZCyPL/yHpBUHlnJXAn0uP60l1+JSExSwerVGlRpVeRWNhuyaQzWK5ElIM3bUJmJyuObfvP4HvLe7zz8+u4N5IiuqetZCYjFJQ+sC8gNFM5SCqbWlfqFk+I0E51cgm1cs++maB2qPdhmyygJUaFGFRu2VtK3GxG3vmxcc5IRhyyaPYdhwY9QxQD7+8YzQ22vAl5RSBpk4f9U5938opX7DF0QFfBX4D/3t/x5CV3kLoaz8ewDOuUul1H8BfNnf7q865y4/6oGfj6L3yfHJ8cnxx+L4AXZ6H30e514HfuS7XP8TH3J7B/ylD/ne3wT+5vf72M9H0VPITq/aqjJcGvffsoul7NvyfNtxXfluL5agIO1lZZ3TiNv49LSilLGxaXppmkribe5F26IP96ULy7yDCVGv3SWOZRz147Pe3+v3dgTf6fASyh6xG5c7sKQDSjpfwC68O0n6kKI+0hKw795Hv/aSEI1PL2Ekziludwon57gd6V57Ss61Q1wUoM/mEvozHqLnK+zuGH1VyNi+yVFTb7QaG1xsKPdikrMCskYCrxvZ8YVAM9iOMG2oSC8amoGmHogR6OCsZf5SKPy4FpLLrQvK5L2GzbVAZGAX4q9nKklCGz2WHaLyHSZAtRuhWnFL7rItVOMwtaSrmRLG78LWdVRAh3KmWN7VJOdiNBpmQrHJ9wMGJ2I9BTB/RRNfQX4MqnUEa0V+rSW+MOjKE5o/Izy7cne7A3dGkZxLhkUzkPtFS88JjC0qM7hdec22dUT6xI//E8nW3b++4GC4xjpNqFoefe2I8K5MJM1Fig5bBoOS1SqkGTjsoEWVmtk45/xil/zQEt/1Tj2rhH9y/wWCs1Bcl7XDlRpGLVzE/NSPf507yQVfeuuLAKzXCcY4vy1SHCerH+Qd+ZGH+5MsQ3tmh3MCJIShvLnLastBKz1YEATC2WstKgzF3ikKZf8WBEI18Yiv22Rb/7sk3mpVywq0wp5dCDjiR1xa4dvp2VSKXBJjZ2NUmmIvLkXlEcdSeDeZSNTy3O8MPQ3mYLffG7pS9LGd3x1BIONmR7s5vxICdGD8OG6lEHoKip5NURfzPvrSrTMpsGsJQFKVxEb2nD9rhQeYiq+eHYS4yRCVy+/RbXKYjalvzKhvzLBJiFOKIBObeBdqmnFIMwxwgUa1VtQSDq+0aGkj3as14oUj2zdES0d65hh60vDgrGFw1rC+EeAUhGvH6qYU/DCzwvtbVpjK0gwNTSIXXTsuX5NsjHqomL5bY0NFNdTYQPz1moFEQUZrGYt1DcWhI57L/i9eOGZvlaRnNU7D+obuc3ibke2Lc7AW3ztTaJJzqaOmlHDuagK6VOhSaCiDEzFLqMcCauhGkONizxHEjQAx5f/H3pvH2pbl912ftdaez3jn++aqV0NXVc/tju04Bid2QmyQbIICMkIRIAv+IfkDhEAEhCAiQBDIf0ACshMgCspgB5uExIgYxwPYccftnqu6a3xVb7r3vjuce8Y9r8Ufv7XPeQXtrkp3SXkNtaSt9+655+yz975n/85v+A4GVxqiS001dpQHLekjhd4ruDW6YBgV/KujV9mPZtjEYb/Rx36jj1lqbGVYLhKi04BwoUgehpilZllE0K9pRy35gz75gz4uNygtRuCqVui4BafY3pvh+g2lDXgpecDsvMfsvAdekupfeeG3Udrx1mLnA7tdP9TT+yBWB0xWSgJZEGDvHwNIBtcZVvtgQuShIKFkVkopZPotj9nFUh7rWBhFibo6hsVK/hxRtAYdO2uhqlDjoQRBK3g8dXpBJ+aJ3mR6RILvc9YJ+yPx7mOPzkWXLwyEApYXMjgBySrr5l3nyLCPu5DApqIQlT8GoxkPcfPlej/OOVFE1lqC3c4WbtRDX/hv77nwhVUUouoGm42ptzNRUumlkCXgHNFdaXXUh2N00RBcrrD9BArQRevl3DXBJCc9i9bc2SBvRM4dTd1TxDNLeuFYHBrSC5nClmPF6HWfqR+ISKipHWoGs6c16akMKNLTANWKoU+nd9e/syC+DMkeNTQ9zXI/WOvapReigNImUHiQbdUPKHYU8YXQx9IzcURzWtzZcNA7tut9rK5o2giSU1E8Xl2xIuV+23L9/2jJ9wKxkiwgOZXXyDQX6Qf2HFtfh+mzApru3VdcHoQEhaLx59BkwpENJ4Lli17J+EJzkx//6Ff4vs/9FPlRn/SBKCSDKNfoZ5bM3xFvXNcXpefv+Sde5ZXTA1yjQTmiQ6EaWquoVxEMHMFSk9wsWGnHQX/BYpXwO8c3efXygHQkVUd9OiAMG37x3ifpjXJm5Ya19J0sgao+2UHtvdaTkel1Lmd+dbATMdLRuJlP8YMA1e+vxQicN81xzq0hKK6uvc+GTHyxFj3oC9/UWgEEax94fIDtiP8qCGDUlyypw9D1e5KVeeCwHKBbC4Gq+VKGGZ0z2myxGWSMh7J16s5dEK1qydyyDJWlUub6IYerRDZKJTHucra+PqqU17C3japqCXgdYDqOcIMe7d4IO+oRHE3QjcUlMS4KUKsCFwW4LBFQM2Amc1wcoicLXKRxgaYehBL4vChBUMimaotuHMW2QTkR1CzGAlh2SuAsyYUV8dBxxOB+TTWUrDCaW7JjAShvvVZTDQNUY2ljRXpSkZ6I7SSIP8by0NDGIgRqKglAbYwIhIYSKFcHimLHm30bWO0bypEwQeKZXZfSbSxbciZy87OPNCw+UuF2KlQL6ZGmGhmqvqKN5VyqsaIaKxa3/HAjFcDx6kBA03VfYWPI3oiwsYPIQmSF39uzaD/YyJ8pid6OefnyCvnDvhcxkCFKPRA59/zrY1y/odlqhPnRwOffuclOb8Uf//TvogKHe62Pe61Pc57yyWfuYSrof/SC5Tyhl5V842s3qB+lXE567Gdzigd9igd9hh89ZzvLGSc5i6M+7QcWqBSt1e+5Pcnrycj0gkAytNlcMjvn4Irojrq5wE5c06yVhFWSCFhYq80E0/fV9HgETSNqKTsx7uiRlJ9NIeXj6cWGVQEeW/eYL25RiNiAn97SedN2YGnrhQC8fy7G9/Wm4qtBEAij4nKKdpv+kFIKvOWjGvZxZ5cbKXpr12Dk7rmdf6/1mn0UFTaLMKdTARlHKcqfux1Lr07Pcq+ukmLmIpKgjs5wgx56Mqfdlsls+PCC5mCMmRe4LBbchnMEueDqbKCl5+anvfUgRDfSg0vP/XQ2EOhJGylW+0boXH35sLeRMCWUh452wVPXltA66kFINLPUA/n41T1NetGS74X0H7S0sWK1p9G1wFOcgeV1Ke1AGBLZCYCIDJhcyufZrZDhOzWq8WDmXTmefN+x9Q1YLgzZc3PGacG9eodwGVEOFfkB9O5r0Qb0zmSqheV1hQ0d0aWcb/pIUWfgQiiu1PTfDGk7m08r+D3Vgg0dehriDLx1tEvvrvFS9LB4rtNYdFBr1FJsNW3oqIcOuwr4Iwff4E6+y2C8YuatG9O3Ik6f6dEmjsnDEbduP+JoMhQ5eePY3Z3zjbN99J58rherhIP+gt+3/Q7184azRe/buze/yfqwp/dBLGtxVSXyTFpLH69uBJphnQTFKBIpqE6GqcPAhULcX0s/eSaGiiO4uBROrgfydiWtytJNP6wLplp069RwIAOE5WoNbJb+3BK39KVoB1FpvWduFKG2x7hBb02FU4PBmkrnikIe9xp6wscV4O8aMN0ITlGlqWSu1kmWur8rNpBGi9OZb/67NJLjq2r02RQ9W60ByM4YKbnDQDJNpWTAkQayjXroVS04x9ahPFAZBcGZmBpZ38NzWrG8EqK9AGl84WE1SoDBAPmu2hhxI729ZCIBsRiJaXadSm+uHAegIJrX655hNBdcX9VX5DvC3hi93ZBOLE0sGWN2LEOEaIYXDZD9pWeWaqhY7RmGdyqsURQ7hunTEsRMIbaLFx+TYyuKkHt39lArg66h6ak1tGV1FZbXLcvrlnxfBjPRdCNU0KQiE588gt3fDrAG+cKwEghRUA8dybnCRpZ6YAnClnJb9rW80YqrWWgJTkOShwEMGyo3M+gAACAASURBVFwimaKNhX/8s7/5Q/zK5z9G8EtjRl+MGH0xIr9Rc/TaHk5DMDO882BHTAT3c7Bw+mhIFtW0q4B2FVBdJPy15/5nzqs+n9m+x0d2v7Wk5ftdHxT39h/nejIyPQBtHpN+eiyzgrVbWjdkcLn1vbja4+HYqAivCqGP1Y3c9NaJGkteeLNtvQENw8ZIqMvcmscmrjtbolJclOvy2zWNTH9bKyVpUaAGAwEsx9Haxc15C0lAhgl1LRnsaABdltk0Uo4Ddrlav1b1vb/vYgFVBKO+BEifYdJPxfdifRJKeol1A2UNXe/Q9wEFl1cT3hGRBrs3Bg31/gCTixhBPY5J7k0pboyoxgG6cWgfyLJHDauDmGTSsrgWoWvBtNlQSPbZiUM3UPW7HqD017KTmnIcUA0U8dSyOghJLlrqvqbuRethrG7cmsOrWskkUUZ6XV5/zgYbleLRm470zDJ9Rs6vM/Ipt0PS0wpTGbZeazn7hPyd+/ccxY6AjduyB9cqaALyPUdyoYgnjuUVRTgTN7PuOEBK6/wjBcxDem+LWVE5VhS7sr9qu5ugF0QvZ5B4AYJ+g1sFuDd7OAP10MKwwYQbZoz51BQWMarS5FdaDn9DM70dUFxpCeaa1aEi9loh0VlAtdXiEourNGoV0CwCXK9l/A1D+cNLWqv5sU8KlvfvvfYimYr4Y9uf56fv/VPc7p99q7vv/S+3YYV+t64nI+gpJVlY0+CcAJPdwnd8gwCsXjMr7MVk43LWZVtu80FSHTUNhLbl5d7V9pYwOpzzjmUe6d6KraTKvPvYoIcqKtx0hg6Cdcm51virq03/UUuW1h4/whzur0283WKJWqw2kBK/3HLlS1fvcjboi9JxVW9gKyDBqvB0uFFfFFWaVvp9o4EYkAdms/9+hqobmoMRwckURSSMDOdwYYCeriAMsDvebMmIx2x4vpRzNRpdtdT7fYzv3zWJxmjPgFhJJri4GpBMLNGsZbUXrJ3LlINqoNh6zTfR+/KxyvcCkX/yCi3xVDKZIHe+pJPrWIyM9A5bSCctdSpsh2JbAlpy7rCRYvqiRKJ5ZYSe5v/MycSy2tOURqGbkHxHES6V9BKByxcdNhYlk+TYMPxKTJ3hZaXEQDw5kyFH42ufNhGtOxtC9HZCtSWOZcoqeseW6W1Nfr0h8/JVdpYRrgTmEnz6ksApisDS5gk2tSQPA0YvTTk5HvvPZkP7oI8zjnC7oLlIyPe00PpKRf+jFyxe2WZ6Q04y3cphHmPOImzkS30NddYy+/05kVPcGl3w5XNhfHz/03c4aXNuBzl/8vrfR2P58+91H77P9aRPZ99rPRlBD7CXU3SniPLYUEOyM/9zEKCGIukkU1aLW+XiRtZp1xUF7G5LsCsqCYBxJr6zIL26qpaBAkggbP3wRBuxTKxq1GjoqWlGsktPi1O9Hq4sJUP0wgF6PFr79rrHssJ3LaUFW7VYykAkTQWL6Byqk6jyGWjXn1RJDIUPsk0jZf22x+jFkfhsgPjurgoC/7gqSghSoaq1TjLe1mKHMsTQRYOaivKyblrqqyNUbSl2IkxuqXqaZNKivTOaqS1NGkljP1RUQ0M51tgITC6yUPmOeOcCtL7UixaW1a7BGWEs2MDQP6qZPBuSnsswA8BUjsU1LXSwQBHmlnhSU/cTYVD0FXUfonNPKztzrA4UW29ZsocF+WEsA4uJHEewEuqc89zqwVuaeqDJD1vQgsurtiyqkcyuAvIDgaS0iQTKwdsw+f01bmUor7TgIDw1uABOP60IFxA/Mmts4t6XG85fDKhHlmoZMxzkLC97gqNrFMVhQ/ulPXoz3xL4aE7voGB+PIB3MgzyZbC8DnavYvrWFv0ThfOmHUXR8z1Sh4ssyS3fm3xzD6KWf+kjv8Mr8yv84MFbALw6O+CVaou5Tflzr/9R/puX/ur7vxm/xXJ+kPHdvJ6Yo19zWaNQpph1I+rEgYh+OmulTG2kh9Zld3prLNmbJ8erNBVtOttKoOhgLmmyASRrJTi7PJf+YRBIoNRKRAFAVJmbRjJAayVr3BoJrEV5y0qvzgys5adUFMm5GCO9xjSRqXPgvS66QUeey6T3UqawKo4EU5jEcjzeArMzNndNi97ZgtbSXNsRUQGvj+eWK9zBjgw4tMjE2yxCFTWcnEmpHxiCe2cE985QVYPzJbJLI8LTpUBVVhZnFNHSUg0N85sR85sRy8OYfEc4tE6L7WOwcphcJNdXewIqnjynmTyniafiXeG0Wpv3qBb6DyqaVDN6p6bO1HrAUY58mXzWEs1a0uOC6VMJycRSjQQM3QkdOC0GOsm5QzeO/CCmGMv7JxcN4cIRLawXT5CJabhwVGNHfGEIloK5693TBLlgEZdXfSAcWQnQBmbP+I9V1hJMAoJLwR4ub7bS5wtlwGIq2WY3JTilJxp3HjOdZly9fUY0LFGNQjlFfVBTbjnKLUf0espLeydEWwX1TkM0U8xvQptZXK2JLjXL63YtXeWMW/f+onNDUYT0o5I/8KnXsLXhuBzxxuUuP//Vz/DzX/0Mnxzf52vFDWpn+MNXX+U/evsnPrB7tQMNfKvtSV5PRqbnrB9CaOzFBN3vCSMCBLsWBFIWeg07l+drtRQHUip2zw/cehrcBR5gE5yMeZeJt7p64Ce8sfT9epng4ZrHJKiaRoIToEYDkW9PYsku4wi3mIjku/flwBgRCO1YIl4kgbqB8wkqlimvvE8OeHe0rp+olPQStQgVuH4Gp+egMji9IKibTaAH2ttXMXPxELFJhC4qzPlcsH37O+KNEQU0V2TKGz9aos9ntIdbmNMFzeEYGwk/N1y0VJ7M30k/6dZRjTS9Y4fzfbsmFc+H/n2vQ6ektwcIvs8LBSgrmLR6ALwtxzu/FjC4LyBmkAzLVLA8MGy91rC8ltJ/UJHvhehSyuPF9U2/zQbSo8seweKaIZw7srOWchxQ9zaCov0jXw7fMLSpyFClx4rlDQls8ZmIiZpKUTxboibhWnAgXCraWUhyqqlGjnAhajNlqyiutGLu3SpWV+XLd/Sqor4i5xvOFVViOHl5H64UuLRlvLfg8qJHe0W+VFs/lT0YzzkPWlY6RS0Cwr2c6jyhuFLTuyPSXQDB3JAdK5bXJUNtT1N+4KW3+IW3P8lwe0lpA/Z7C54dS+/ut85uA3CzN+FLp1f57MHjknPf2fpun95+20FPKfUR4G889tBt4D8ExsC/Bpz6x/+0c+6Xvu0j/HB9uD5cT8ySTO7/p0HPOfcq8CkAr5TwAPhFRP3gp51z/+X73pnxUuxGY/Z2RZXEi2G6+UKmt2UlWZeHpNA0Iro5W0CspZxF+mFqNBTISSNTXKeN9P9K7y17ZV9KYIDL2Sbr62XY2Ry0lv5i55nhXw8Ilc0Dm6kqXBpvOLR9z22ta+EEez8MV5QyFPGmQTSNgKq7gYUx0nOMH4PUdPjDusYdn25k5a/s0aYh5myGvZDRnumncDFFBQG6w/55OXkXaFTZEuQ1upLf6Quvz9dY6itbYr1oHcopgmXN/GZMuLI0qR/2GOjfl5LRaRlAOAPDO9JvU61bqyuDDCBGd2qaTBPOpQztHUu/rhwZydyuBOuenq4cwQqvfSdS9bOnI6qBIlg5im0pQ7tJJk6UT9pY4CT5gUx70/OWZKKYXzeY0jF9SrL/pgdmpWlTy+XHHfGJwVTCF67GUPUc8Z2YJnXoTrtWOwZ3NNVYSt82cQS5Ilgpevc19UBK5w47mO9DegJ1D4rDluRhSPjpCYt3RjCsuTweoApDdEW8Kl46POa86HH/ZAvXKm7dOON8mbGcJRCLpJTJRQIL5BiKbYcuFfV+jQocf+/oRf7Tl/4X/rsHf5B7yzGXRcqllhZOPyr50YOXeXlxjc8e3OPfOfhl/uL7viG/9XrSISnvtT6ont6PAG865975tl5trfSlZgsRF8hS3GIlnFMlSsOuaYSWFXpYiDZwei7Nfq3WGDfCSLT2nBO59kFffG6DQOSZwgA1na9xeQJViTeyT2mCOtiVPmLiOb/O+r5cIOwLD6mR/qFgAYnjDVc4En8KYVxkMm1WCjUeynvBhovbqSEHgfCPtZZz7yS20hS9u40aDKQ8rmrMxQIXBrjnn8I9/5RMc5tG2Ba1WF261QqXxajGoi/nuECj8xqd1yJP1bRgFLpqUJX43epaQNqDu+UaTgJgjchMpSeFiIPmjnAudobpqRXhUQXllki7BytHNTCE8xYbCsC4jdQa7FwOxX8jObck55Zw5daqy8tDw+K6Jt9VMtiIfE8PafQHuaNNIbp01JkYD4ULyB61YlGZiCRVPRRObrh0pI+EvRFfGJKHMrk2hcBugqUSjFwosvKdr4YuFfPPFDglxtxt4qj7jngizAynRWa+g9PoGqohVGNH756huFHRtprsxhylHaowhIcrbKuxreZoOaQXVGxtLaBVvPNgh93+kuuHE3YPZgQzQ34ggOV66Kh2W5yRSbmOW65fueAT2w/53PIZGqdpnebfevaXOTodcXQ6Igsqamf43NFNPt2/y184+ye/3Xv7/7W+23t6H1TQ+0ngrz3285/0Gvf//WPifu9aSql/vdPPr2zuvSxadL8nVLG62njhJsnaqKeDruCsZFirQgKF97HFWRmGdJkeksG5TnSgbb3c/AaY7MpyI1oKojpc1XB2IYHoMWNtFUXy/A7crJVAUYIAeywAULdYSk+yew+vuOLmC4GOLFeSGdaNnFvdCCjZCv5QJO+tZH/eThItXrmqtRKMAXN0hjk6w+6OUFkGZxMRJZguYH+HdpBQXhngkohmmNCMUppRKhmzUrRJgI0Dml5AOG8xuVdRHomXRBvLppxo1l0+n9GkinjmSCcW3cjjieffdp6xuhWB0DbVBIXQu+LLlnxXzHp0LRPbeNYSz1rS04ZiR6Nb+Z3ASGB4txZ59x5UIzHcbkOFLgXa0km82wAunwkox4rlNS39unMnYgpK2BlCWROojGrwLA8JaL37EF0qeg8c6aki9Rzd6E5CfAnxhSZ5pFFWoWvRDTQFhAuRne+8Maoti82sXLPCkEQ14yzn6sElrtdQ5yFNbWhqw/H9bfphyXyRogrDT33Pb/LgbMzZvMd0nmIq0LWif0fTvyM8XPXMkpvffx/baG4OJpxVPX7ujU9zJZ3xQ3uv8z8++AP8qc/8Kn/qM7/KpMy4FZ3xM5/4nyhcyJ/Y/gcfyI3uUFir33N7ktd3fHRKqQj4ceDn/UP/LfAMUvoeAf/VN3udc+5nnHOfdc59NsJnP57PyqNzyZziWLK0JJahhBcIBYTP2mH0gkBI+d3XTF6I/WEjwcsVpWRl1q2hKmglzIOlZEkqCMRQ3BhROfYUM1dVG65vUUi2FvqBipeskkzNoA/25HjjaH0uznoVaM/zdV4MQQUBLjCSnfnj7sy+3XwBSkvG64/JFaUEz7xALXKYLnA7Y9zOGH0+EzZGFOKGfYHCtBa9qklePZYpr3XoqkFXjRiEF6Woq/RDweZ5H1sbS4APFy3R3InFYihBKsgd+a6i2PLqyccNxY78P1hJIDCFQFbyXcPywPig2BAuGsJcsHhhLoGwjTVtrCm2JcgGuSWZtkQLsX6cXwvJTi29h8JyKHeg3BER0aonmDZTi8qLclIeOy2DDxuKZWU8FWXlcK5Izruy2FGOHaaU4KacZGgXn7FrdzOnJbsTVsdmSFP3oBoq0jMBZHeS9PPnGpJHmuyeWeMHL45HLMuI0LTopGUwXhHeiwnvxexemfJbr9+mnsSg4H/4lT9ImlY0teEzN+9R7reU+w2zT5XMPlWCU/TSktuDMygNWlle7B/zZz7+v9ILSnaDOT+2/zKvrQ55bXXIg/MRhQ359eULfH76FD93+fu+01t9c+++j+1JXh/E9PbHgC8454QN6f8FUEr9LPB33nMP2ve5OovGLFv3w9RwIKViHPnsrQGTCPZMK1TgPTUOdmVf8+VGet4Kjk/8Nzx0JRCntM6UB1by3KZBj4bC2fUSUUqJK5sa9KVHBtijE9RoKHzb+UICU+vZIc6JiXg3TR54EPV0IeDiWvw2aLqJ8Ex+9sFxfd16GW5riDudSNYXGOy4j7qYS+YXhRCHKD9Rdj6bVEphkxC19Jxao9YeucIf6q43uGGf6MGU/OktnFKYsqbcTah7mnjSEKwaItNNSwU8fHnbEE+clI89RRMH9I7smtzfYdbSiSXf0jSZIn1kWXlfXGUd47cK8r2INlJrM/Emg3IkpW08deS7mnxfMrBqJP2z5Ez6bwCTFxSDO1I216kW9kjlCErH4B2BwFTjjYoLSlSfl9cdbWbpvWOIpg6Uo9xSFNtQXamg1LSxV5feaRm+Ip60W683mMJR94RPWw2h2AVdbgzIk4cBozuW2VNa4DpJi0ml0rjRn/D2nX2WOsY8Kz29j+0e8WsPX0D1G9S5ZO6Lt0eMbk/43JefJdnLKRYReCOh8ZUZP3L9Ne4sdwhHJf/n15/n6NaIf6Ce5uFsSHyrYdnEvDUXCanvvXmXLyyf4ssX12it5pPDD2h6+/+BQcYHkYf+izxW2novym79MTYa999ieT6pb94/zot1ZSWc2DiW7CeVIKOiSMraUqhrHVdXJX6wsFgKkT+JvUnPhrblikJ6XqvVutx1rRUMYJIIMLltac/ORT7qcrrJxnwZ7io/rOjKYp9puslUStQwlFJzIdJAtK2UoM7J652TwFiUGwPwzkjIGMnOvNWjuLh5vm5rRV5q4s29e6nAcYz43+rZCtdLQCkRJ0hiVFFi5iVtP6LtR5izGS4VSSzVOprM4IxkXeHCUg8Dqi2hiSnn8XaJov/QCmxjpNl+tSCeCa7PhtJv655//qKhTRTjNxqGbxdS4mpAKYqdCN04wpUlPW9Jz1ufLUkGZUqLKRzRVJFcyuu6ErLzpE3OJKhVfXFRs4HHA1rptTU9RXbk1ji9NpIMrT0s6b1jKLcEY7e4CctnRH9v6/Mh8WlAOFeEc8Xg6yHFjjxvdlOkp4LHuLzBSrLG7tjiS5g+rbEGFk+1mGlAFNf8uy/87/zWnduYfo2tNUo5lHL85ttPM9hfoLQjvTUXhooPkuFWiVKO4dZq3TK4Mb7kb37pe/jdr96mnkekw4KPDB/xYDriE/tHzJuE+6sxr9095LW7h/zWa8/w5YtrfHbnLtM84YvTm//od/a3ul2/i1O97yjoKaUy4I8Av/DYw/+FUuqrSqmvAH8I+Dffx56kaW8MKopoLyab8rZb1koQ9Bnb2iKy9eXtbCHbcrXWrOuERV1VCQYvideMCTtbYGeLjQ+uV0HuskHwii1xJCyM2stDGbOWmFoDjjsVmDQRCaou++uW8x6+dS0ZZhyttfNcLxVOcRhufHI7ZsbcD2SSWMy+lRIT8e2xp9jNZTNGpsjjkQCUW7FTdFGIiwPaXVFXCaY5wTSnvCXZgEsidCuinMHlivSkoOlp0uOC5CSn7mnqnl4DiPv3SqKlRbeO+Y0YGyjyXRleFDuKagDVALJjCQ66slRjPzH2nFrVOqJpQzzZ9FDDlXBp01PHak9YDtmJo05lKLH99YblNbUGAisL2YmUtOGipRoooqnYRtY9GYBMn313TzI7cQT3Y3QlU+f5U1Ad1iT3QkZ3LPm+SDtVI0c1khIXB+WWI7mwFFsimhoU0g+se45yrxWTobH4/qZnjuzYkTwyJKea+o0B/8Hn/1m2hitsZWAeYq3ym+b6aMre9pz87gAXOnBKPC2Uo1hGfObwPk89/YinnpZe8b/w6c9z9fYZwWWAtYq/+7uf5J+7/WXuzrfQOF59tI8rtWwObg/O+VuvfoLZ0YDPjr69GeM3W86p99zeaymlEqXUP1RKfVkp9bJS6j/2jz+tlPqcUup1pdTf8O0zlFKx//kN//unHtvXv+cff1Up9Uff672/o6DnnFs553acc9PHHvsTzrmPO+c+4Zz7cefc0fvYk5R4nRuYMZusx7aiZDydrWXeO2aFZGaxZF+Bh710gqSdkglIhtWJFhgZTOjxSIJaJyZai3oLUSh9s0Ffgut07lVdgrVLmUBhKi9jH60fdxeXUh7nhQ/Mfiurtd+tu5zJ68eSTXJ+Ke+/WKxVU9wyl/8f7gnjYlXI8KKs4GBPytvOtlJr3CCTAUcvheNT9FKUN1wqrAzzaIperNAz2YJ5iT4T28no0RLVOlxoaNNAeLaNFUEDn2W0oQCQ57digpUlmktASE9rkgu3kVC3my1aOlYHPuA1krGN3qpQFprEiHduI3CWYNUSFI7+g0o+Ch4a44xkUcffb4jPN/sWmSZHMnHYULO6KmrITR96Jy3h0pGdqPXxxxPH5EXoPVBrnnAzatGzYM0oGbzjMDkM39QM39SYUuAp8UQxfUbTxAJ4Xl4V6XhnoP+Woek5mp6jHBlwsDpU1H1HG8PWx8/4iRe+zE62REctqlbwdg/e7uGs4p2LLQZxSXZfQ6PQ/ZpPX79PGLb8wHNv8WtffYFFGbMoY3549xv8+tGzjOICG8p9ku6u+PWT51hWIb/0W5/m3/7YL2P6Dabf0B/nPFiNONyeEe/kvLo6+E5u9cfv1McC9++9vY9VAj/snPsk0v//UaXU9wN/DoG8PQdMgJ/yz/8pYOKcexb4af88lFIvIYPUjwI/CvwFD6H7PdeTM2axVtzOolB8JHz5qcIQt1iKA5m1MjktClTfu5Z59sS6XNUKtsciAbVWXpGe4LtUULrhxEJ6LCLsGQiDIwgELhNGMrgY9mUg4p8j8JnBuqR0VS0/h8FaNMBdO9iU6SAZ4vZYnNCcQxV+Mh1HMqDY3V5finX/cjKT18WR9OiiEB6do88mXkXFB3orysouNHC4h+0JxUytShEQTSIpo9MYl8bYOKA9EPpeM0poY42LQ9HLuz+nHsegFMHKEqwspganJMuaXw+Ipy39BxXVWOSVltcd4WMWDDYSGEexrSjGMtDQjaONNTZUnuERrGll6b2ZlKWplMW6liDZ4fCSU0U1EvqYDWXfkxfMWvOvd1+CzOjNltWuYXpbrCajS9mcnyjr2lHsiIBnfBLQf0cTer/axQ0l2eiWbCBqyMrC6A3rndrUunSztwoWT7eYUmFKxeKaYnlNRAD6d+Wmn7y8yy987rOcLnvYWvvS29L0LNvjJVHQ8sadA6oth8kVdhZybz7mxtYln/uNF8HC+Xmf8/M+P/P1H2Sex0yKlGgisJdeUnGxSpkvEw6eP+U/+8KP0c5D2nnIahnzfTtvk9ch9s0+Xz679sHcpw65oO+1vdduZHk1D0K/OeCHgb/pH//LiA0kwE/4n/G//xFvE/kTwF93zpXOuTuIW1rnlftN15NBQ1N+alvIpNat8rX2HUEgxH6t5PEo9Di43D+3QAVmYwxUlHA2wXmjcMG9LaV531qZrmapBFjwUJhSAM1VJf07pTdy8p2wp5egEkiJ98PtJrIeAuOqem3wox6cbMDGPuNT1lPUAslkVehBzq0VGaoO4BTKNFpHoQw/khh9ciHXYn9HpKmUwg39oKSjrIEPcqEEwCCVQLzIpaT2zwkuc2kLWEswLdBlg01CwoucthejWkd+tbe+wVXr6J20NKkmKBTFlsFkmmogogM7X3UCyt318lsaUQxpASXlq0BPNNFcPHQFNuJVVq4PRSBAK6K5o0kF86esPKd3ZFlc19SC/aZ3XzKtYksTJILj2/5GSbEdolvJDlUjWnsgvbj6xJAfQHlYM/y6GBq1Ccyebxi+GjB+zZLv6fU5Nz1Hc1iBilCNpk2h6TuGb8IyULjXU1Fi8QIFNkCy1Fj6h+mpGATFuzmLVYIOHNGZJr8mX4Lnb23h+i3RUUh12IB2UGnyKmS6SlG3VsSv9cg+LUIZcdiwLCOO39lB3S5JwpZVGZIvYoKo5ewr+2QfucSm8mV6e+ecl2dXWOQx4Uxx/rW9b//+/H+sDwqH5zOy3wWeBf488CZw6ZzzmQL3gS5aXwPuyfu7Rik1BXb847/92G4ff803XU9M0OvEQoUBoaQkBcGqaSVimcOBDC6cl3dXSrK7LFszFlQi5j2ql2HPLt4dPGHTb2s3qiwqjqRXFkYyKOlk2ztNvi4ogwRJb9iDdZAk676iHg4kI2zatfMaIAFOebe3IICkJxNdZ9+lG7g+1qIURkhnlgTC8Y29H4dWGz8NwPUS9NlU8IVZIgrL54t1QJUML0JVzfp4AFRekt/ewQaSwYSBIjxbYeMewUq08wDSs4Y21SyuGYLckZ45yqGXQaoh35GApCt/qXMYv1mx2g9oQxEYbVJNtLDe5EeTnNW0iVQhHfi5SWUwUY71ekqanMH8hmRuXTapW1hclcC5/apleUWz2o+oM+kt2gBsHxJPullck9IzfeQIFyHJhWN+UxGsYOsrhnhqmT4j79nVPtYA2mEjqMYSRLOHal1amkKAzfXgsaAHpCcSyKuRsCeqk4z4cEW1CMhvl8Q9uUjGWOoqoBkE6LRhNFxxeXfMMo+pFhE6amlHlqqRHd/eOudwd87nglsYbTk5GqMWAWhHHRsYtQTa0kWLP33j7/JXL76f18I9VtuOdtj95gNY7y/o7SqlPv/Yzz/jnPuZd+1GjG0+pZQaI2yuF7/Fu32z9NF9i8d/z/VkBL0P14frw/Vdst7foAI4c8599v080Tl3qZT6NeD7gbFSKvDZ3nXgoX/afeAGcF8pFQAj4OKxx7v1+Gu+6XoyenpdFlVXkjs/xmYQtWSBbTiP5XOeOua8j6zqtOXiCDudiQuZVzgGJDOyDjedYecLgbj0M1Q/E0WXrjeGDEfWQ5RUmCAYI4rHIymh2d0Sg6K2lWzMT33dUvw8RPuukEzOWSlJYZ3xqbqR0jgMpS/p7Kb3h5TQrsPyOSdT2OVKMrn5XFSSFyvh8RqNTQXaIn27CF002JGHx/hMVZ/PaMYZzTij3coE+7c7IjrNiS9KYVKULaubQ2EwlvOXKwAAIABJREFUNJb+g4r+g4piR9zJ4kuBayyuGZpMZN7rgZShTeYIFxAuBMhcDSW7Uk48M4JCzHp06wiWliY1a6OfcNFQ9WW4ISUtDN6x9H2vDsAFrCEx81uK3n3H+E3L4tAQLmXfixuK+FKOs01geU2zvKZpUrwLmqJJpDeXPnL0HwjkZnWgiWaQHW0SBHdYMBjm62y26TuWNwQeE19AOXYUexsaWjhXIg/1grBIVCvnEu7nfPLqAwgd5iKkXEaUywg+P8I+TLH9hjipmU4z1KgiiWtQ4GYRJlfULw+pXx7y1YdXefnykLOHI85e2UXPA1xoMUsZgqAdk6MhqzdHrN4c8Z/f+6e5u9zGOUW7U3P7mTV89jtfHwBkRSm15zM8lFIp8IeBrwO/Cvxx/7R/Gfhb/v9/2/+M//3f9wbgfxv4ST/dfRp4DviH3+q9n4xMT/seWpYIB3eVC7YO1nxZVjkqzESMYDjAFYUIj45HKOdw3u5Pj4ZSIqeplJ1OgMPO1aK9FwRQ1xuHtSiSfeWFiB3kOa4sZXCS5xBGXq3YDzyCAHdxCWEoHNeiFA0+raQX6CEprrUyoQURNeh8O4zxPiDizevmC5kU72zhLqabc+4YFssVeENw6ga1NRZJ+DhaA6aDowl2JIrPerrEDjNhBbR2LTBaP3+N4ELOoR0IC8SFIkjglCI5LXBGoWtRSXahXisgVwNFGwX0jmqqUUCTCrVr5Xtg4cJhKkXtT3cRiiCoqSCeWYqR4NfiSSv9PLtRTQbIDyLSs5rpUxHhypEdW4LS4paa6bOCidMV657e+HXrxQuUmH5vi3RVNGN9ww3vOC4+ij/fFrPQxBeactcSn3n/DyMBqxpCci7iCdpDRc39hKJJaIYOU4iUfHLhWB2IiY8pFU3fEs4kbyheyrHzkPBcDMPDuaK41qBrw+sXu5hJQHymyT3jZXWr4fazx9y5v4e1iqxfUr46YnEN4n7J+DBnUcRUpVdmboxkWFaCmA4swcOEZrtB1RpqRXq44MZzggaY1zHLSu6hF59+yFP9C37t270/H18O3Pubzr7XugL8Zd/X08DPOef+jlLqFeCvK6X+E+CLwF/yz/9LwF9RSr2BZHg/CeCce1kp9XPAK0AD/Buu84P9PdaTEfSs55lG4dofwnZBqd+DssSWJXqh4GAXvBCBOdyXftt0Dp0U+vmlsBC8kjLGoIbJuv+n4gg3zSXQgAwdBgN0BzQOAlSvJ9CWMMROLtHm3QmxyjLpO7bCk3UjbzFZilw83uujm9CilFDDLmcSvLPUu6hFqOEAO1+gw3Atc++2R14UQUvgnC8lOA4HtA+P0cOhmB3547KjnoeoxKjZAns4xmmFAfHVGA/QRQ1dUE0ibBxC6zCrguLqgGhasbqakjwq0Y13RGskgrSRwmnH8orouwlgWDTtmswRT8Qv1nSWIN4astjRlCNhWfSOKqZPx173ThOuLPmW9PSihUWXLcnUEiwti2sBixuBZHnOPdY7lCDfxIpqpBjcb7l40ZCcOuq+iA+UQ697N1b078rxzJ5X2MTRZI70SLT+ggJwm36d0xCsROAAoB61ZPcC2kzOJTsRz9vkHMptRXLqWF1VNL1u2gOqUdRDeV1+pUXVGhO0XJwOGTwzZREOoZX9x/sr3np7n3hYYlvN6kEPFTo+cv2Eo9mQ0/MBh3tTHj4SplG8nXP/bIxZalrlBBqy3RBcBESXitWNhiKPuNNIVVFNY67dPKcsQo5mQ2r7LVEc/4jrOw96zrmvAJ/+Jo+/xTeZvjrnCuCf/z329WeBP/t+3/vJCHrOSRDSWoYHSm2msU2L6mVo56edq0KwdT4oumUubIcuwHQDhK5Zr5R3ImtEADQvpNz0z7cXE/S+p7A1DS4vJFsMA1jmkh0msWDvusMtSsEPDvoCel54EQPrRMpq4EVQvcinnS9Q3ptX7WxJ2ekZI66uhXaXRBv5qMVqbRTOfCnZ484WNC3GZ6sujTeCCk0rkJYK3NYQvahQVY3LYlyW0IwScKB3BYuhVyW2L7AUm0W0iUEd18QXNfUwxGlFsW2IZ7L/4d2GYmzI9xXpqVtPZbMTmaLaEPJ9ReTRmuk7Lbp2ZKcN1oi8vDOKpqcoK+3ZE5ow7wKGYnU1IcgtNhJSf/pIqG5OycAhnjhaL3W1vArjNyzTpwyBJ7yM3m5pYkUycSyvaha3LOHUS2P54YNqRXml2PEYPudl3ycS0KK5W9PKTK7Jr7ZEF4Ygl5K7g+LE5xKEdamoRr41M41AQ3oU0PT9+9WK+jJB55q5yjA7FRxLvW6tYry34GAw541jmay2Ww1vn2/z73/8f+O/fvMPMcuTNXXw2vaUR/M+i35IOAlIXrhkcZmBgvx6C8aRpBXV65JuZ8/NOD4fYc9iLvshVfMBBr0nnHHxXuvJCHrarJU/1tPZtc/sY36zRSHlZpcRxZFkMv2tjf2hLzfVcCAZ32IpWD8Cj+fLJdvqWBVPXZcMqG2lxxaGAkspKuhnm/12PTelxaM2jbF3H4qwQWvX8lFusdzgBztmx96OqC1n6doIfK3cYh1s9SWbo3sLH/xB+LvLXH42WlSUJ1PIEnE/A1xgUMtCymZj0NOF0NcCDY1Fl/JF0kFEVO1QZQuBpjjsEeTyf1M0YsSdBcRT1vp4TSYBqlkI/KTYUbRIyek09B+2ZGeONpIgM78aEBQi66SciAI0qTAa2kiRnonlYzSXa5uelCyvJ2IZuaXF9/bQrS0fiz2HrhXFoXwWkiPD8qqosljvx2GNKCbPb0mQTI81ybmnNxqDDQUjJ2ZDYucojA6PKdwRdeguiXEa4lNDPbTYWILv6C2xm3RKgrxyiOQ8gFPEF13AVNhQc/CJEx7c2cVFDnKDnYW4kfzNfuDW2yzqmC++dgu1MvL92CjSuOLPfOmfQSlHeZ5y+PQ5AHe+fgU1rjBz+UwpwDUe+hNYVKMZpCVngZzz6izj4y/c42vNVbCKfJ68//vxvdaHQe8DWJ3AZxBI8PDZHnimxGLpy814bQqkkkSyPmNo7x9hrnrEedNIwHNOeoX93hrLR2DQ/R52Nl/TxNR0IYEwFLiMioT54LZH8OBEhiW9bANqbq300h6dS5nb+IAynaEGA8n+5os1jAUEFqO3x1LCh6LA0slNqV6Gmy5gPNhkq530FcBlIXg/5wRPWNWQZe8WKCgqYWXkJarTBbQWbS2qaWkTuR6dbWSz2/fBLSQ5WmwCos+O21jgKNVAglg51ugKMenxIgFtBNHU0SaKaqDJ98VKESBcOvI9tfaz7T9oaTJNG8PgXoMNFdmjhiaT/Z9/LKV/1BJNG5okokkV2bH06ba+VrOYB0yfc2T35IavhtJDbGPJunBQ9TsOMPSOpcxdQ2hWinAuOMJwCcsblmChCRbSJ2wSCZSmFLUVANtraQ9z2kmMmhsJvlsS6IptRT1yNJnFrOQcsmMxLyp3BchsVoqHb+5hvKw8Tq6f9UKun39wk09cecjhtQlNazi7PyYclhjtqE9SXGpR7WZS+plPvcnvvvYUUS6c39WrY3Qspb9KW1zluJhluEPpMeyOl0S6AadIByW7gyUfCBGtAyd/F68nY3qLyDx1+DtXCIvAJdG6ZER1ACr/7b1cYieXEAboXrqmcKkwFFxaWUpvreu7LVfCWqgqKZ1HfRj1ZRI8HAiLI0k8X7cRkK/X9yOONtzbppHsTwtTQiWJBzMn2MupAKyDQPqT3oBcxZFMYOtmY/Pol6trKWud25yzn1C7stoAmK2VrM85XCw0NPIC8gK7PZAJrrd9ZNCTIN7z7mfLElW32H4iW2SohxHKOdpM8HuqbnGhoR6FVH1RUjaVbOm5JVp6sx8liidBAXVPYXJHMrEk546dr6zY+cqKcqwYvd1SZ5pkYml6WgLZIwl+4aLBRgprZIvmDlNYZk/F5LsSHHdeKQhWcPopUTbRNWsGRzSTgGYDARhnZ5ZkaolnIknVJH5ymjvC3BFf+PN4JH4c2QPRp4svHfGFBLv8SkuTwfizp4w/e4oqNfUyhLSlGcrvumlzue2od2t0qaXMrQEtWakuFTZy1GMLvYY2tTSjRkDMGuxBiT0oyacJizrm+M4OZydDUI5Rv2BZROhK0dtZkRwbelFFL6pYNdEalWYjR9uzRBcySNKPIkzaUs9j7CLELkI+tfeAb5we8APPv4lSjqeG5x/Y3frdLiL6ZGR6OC8CMBeVk8DgOjn3MFp70jpEkVjv70KuQVUyhQ2CdeajokhMdGLJCpVzkp3FQuNSWSbeuV7RRY0GkpWdnMGgL726LF0Di519t8unylIJimv1k1b4vq2V3/VSydjKCgIfqJ2DyVSOzWhYlDAeiW4f3ui7U3CGjTQWSLDLCx9wW9zuWADKXv4KQC0LmS6PBqLo3DnD5RXtdh/zaAppjM0k4EZHM9pRKhlnY2n7MbpsMMuKZFVT9wboelOuqlYknGwA+Z7QtZyW4UVyabl4wdB76Fhdk+MJF47ZTUN6Jp/+YqQZv1lSDwJM0dJkhjrbyMvHU0u5FZCetSgrlLViJ0TXDuuHFkHOun9XjeTf+EL07IKlpcmEHysiARIUp7e97NOZY3VFQMvOyHtGM/mSNZWj2FXEZ4bmY4u1vWHv+pzl3SFuWDO8MiefjIWLeyGvzcdKXNEi2V81RPqcRwobG/I9h1pFtD7zCs8CqoOarbFM0J8aX/DFrz2NskqChHFcTHqewaJYnvRQzxWczKS3vdtfogLh+bpA9P7qkcWsFO1WA/MQlW1gT7/yOx/jmRcf8tpkj8BYtqPV+7wX38f6YKa3/9jWExL05CLqofBX3TJfZ3auKCBLJQtzDpUmwot11vvMFmuVEgDqWtRGlt6fwrUS1KIQTs7kyzLL1laPa227WBr7YiPpZdfJfI9ug+PDl9drtoXS2NkMnSawv4uaL3HWymNjuTtVmq69bGktajCQkn08RNWN+GfU9Yby1vODjZX06fDqza4opP+YxLgo3MBoBj25LkqJZH0ai4S80ehVhYtD7DBFr6TeK26NcQrCeY1ZVZLhbaU0qRGxz3lLMK+ZX5drOnxHrBvDlcM8kMAXXUpptTzwqiiPGpqe/M3iuaN/3DC9FVL1DTtfL6hGAfNrAXtfXqHqljrLCJfeV7do0bXGRlKyJhPR6LOhTIdVLQorjbRhSXxJ2/o2Vb4XoFpH/6gRi8ibAW2q1hi/5NLSRob5bUtwc4l9o8/grhiEOwPlTit9t3nM2dKrUictplC0OmBW90kqEUEo9iE9djgVUg9FYBQky6v70KYQX0gGWQ0Vi16IWWj08wtYRGxl8rl89XQfPajZ25lzdtmnLQKyfklVBVQ7FlUrwrsxtZKTeGiGuJ0GfVBglyF6aQgWkmlSS+aaZBVBIC2M55++y2dG9/jZ/+uH0IOaL5w9jt/9zpZ6wjO591pPRtDr+nfLpWR2XjgTwM0qyXTSxDf9R94bI/EDhL7PAv2q6g2uzQcT5TF1dN4VgcE5z6Utqw2HNvey9U0r2MCmESPv5XKj2Dzog6t9ICtRUYi+fRM1meFOL3B726jZAp1la6xhp8NnzyeoMBAVlyDAaS39xthns905JLFwcWEjR98F9lhKWJWXoqoCHsdYQCa4QdW01Lf20GWDLsQzQxUNLvVfDNYRFC2qsTgtpbUuW9KzFdVBj6BoKXdjtr4u2UF+mIg6ci69um54EM8tNhQ+7vxmsOa6FluKOg3YeaVgcS1icS0iKBzRwlHsRtSZFqCxv6ZNz2AqGXIEuSPfMaRnLeHCkT1QhCvnder89XFeBmrsUK3IStlEUQ0CbKSoezKg6C7o9LYhvnDoSqFeGaCMY35d+LStz9RU0qIuQ5ITCdyrGw2hg/ShoR5orHGYWhFdQpsq4ksZophCPruzj1aMvxDRZEKnC3LH8obFGUe4VOSnKcHCcD8TaNXV7Snfe/sdfv43v4/4YEWaVuz0VjwsRjjliA9zKjIYiQSXqzW0CnsRQ+CIry+o9gPaZYiZGexeRRpXlLVXtlGOR/WAq7fPOJ/1Pjgzn/cJPn6S15MR9DrWg9J0rmOdOKdK4rXvLXEoU05jsMuVDCUml4J389NYBwJuVht+qitEZMDN51L2Nu06k1RxJJAWkCBZlJLdJZvssQug8hzxzXWe+dG915ozvCqk7CyrjYLLY8ovHfDa5Tn2nfuYw32Bx3RZG0iW2YoWoAJvhNSZirfCptgZbLi0niOs5iuRiwfCt46x+1tStm+N0NMFNhA4Q/qNY+pbeyjrqHcz6kFAfF5S72XikwGYUFPuetEFIyKhxbaICAweWuLLlunTcn16Dy3lWDF9xsMiLIxPW1YHEW2sSCbSZhjeKVhejUnPG4qtgHxHrung7ZxyNyY9KckPYg8Y1lQDRbHrCO4jODg/yA9ywddlRzJJrcaK0IOhk6OG2a0AG0Hv4YYXG64cNvbMiUKRHVsmL2h0o4gmhviOoUlEgQVg8EYg/NrCMR2AKQXm0kaQnjqWV2WgUG754c2jEBfIpDmaiqaVKUWAoNhrCeaGZtgS+zSpaAJ+6e2XeOljd7lzvk0a1TwzPOPp4Tlfyq4xnfQY3ZoyX8gX22C8oGoM5dsDrINhVvDowS7DO8J7bouYi8LwBz72OgCfHN7jpeQBV6Ipv2g/SRx8UNzb96ei8iSvJyPofbg+XB+u7571XZ7pPRnTW72RclL9nkxe/TQWbYQZcTkVWlgcgTbo7bEMJnwm2PW+aFvJ3ppWysAslR5ZV/KWpcBXbAu2XausrFVaslSO4dr+xlioMwDy8BQVR0IRW+WiptJBXax/XlHClb01Nxbfa1NhuHFIG/QxVw5kmNF6i8lOFDSN1zp6hAGuL71F5/uQLo7Qkzk2DbGpTHZdYGh3R6iqlr7iQFRa2mevQWBoD7do05A2DSk+cohqLTYyqMYSTSqqUUT0aJNtqtaR3Z2T3Z2z3DfoFrJTSzgXQHKTaZQTEdA2UphCQL7xRJzM8h3B20ULR7GlKcaGahSiG7GHjObtejp8+ZEM1Tjx6PVlr64dxa4YAuVesmr0umw2lGRjTTKwXiL+tMEZKS2DpQwvVlcUxZ6iGohfrdOiBrO4rknOoEmFSaK9kHP3HsW+8HcX1z1M5aDFRjIdLnakxB+9Dr37it59RbiQnp9uxCN3dcVRjyU11bsl7kaO6jWU04RympAEDUo5fmD7LeKwQSvHW/MdvnRyjbIOiHsVy9VGOTwOG57euaDdrtGVYp7HhAvF8rrFGcnGCRyXVcpllTKpe/zG/AX+yuvfS6AtP7j35gd3v9r3sT3B68nJ9LwDWef+pTKPcSsrAeL2ezIlnUzFRvHiUsC+ysNdPGNChaFQ0IxMN918IZPQrZGAfEOBnyjP+MC5tWmPu7YPD09R/R7q9BKn9FrQ03XlrZ8Wq14mJXIrfhi0Lexu4c4mcqznl+uyWQUBPDiB/5u9N42VNDvv+37nvPtb69363l6ne4ac4U5qiaXASmxIcqIkRoxYcCJ/iBPbiGzARhAkCBIrQGwEcCBAjg1/SBDIsSAbcWwLiGwogWRLFmJZlCJbEkWJIjkLOdPr7e671F71ruecfHhOvdVkqGFLnERNmQcoTE/d2m7dW899nue/7Y26UVjBbt9YlDvyM8BihZnMCA735XGzgQAxgx4U4v6M1gQTAT5sL0PPlgS1t6OPIjEemC5h3MeMMlygiU4lLVvv90Epgk1NO85YX0/pPSopbgwkv2Im7+X6trxHycL6jNmWzZWIsPIB3k8t01cD0gsntlAejQ0LR7RxPkBcqB5NT6FbzeBehY019TAkqD2SurIEtaXaj2hTuS3A0actxYEoONp8l38bVDJmijzN0eYKDDS9ABtIMVze3qG9upHbNrkUL5Nq8qdiVqpb2d+505B4JuADQHomyLBuFeV3rIje6oNTtD15XJM75u+HSOzu2NxqyR6Egt5G3t25Dqj3LOphRrvXkr8dyT4UuFefMLgud15tEppJiuq1fM+HPsc/vfc+zFt9dKNoD6Rw9o5rbvcmfH72ErpWVO8MCFuFCqEZWMK1RoWWz74tVnLXPzLjTx5+ksdXhyTbBPP34vwe4Ok9V9FTSv0I8IeBM+fcR/x1+8DfB24Dd4F/3zk39W6mfx34t4EN8B875z717s/gpDOZbU0Aoq6rIfCifmNRI8+ZW2+E2qKU7OjKcleUGt8dhqGgoXsj3GKFahoBCFwlhM9tCFEQiKg/DFGPzgSgWBcCdmz8p8YHfstri3G9DPv0QtDmthVUWWuhylgn5OAw7LSxKs9ELRFHglNbK3vGXr7j/u2PdwqLyYzgYE+eN9CoVYE9OUCdXuAakdQRRbvHb1rcqC+7PedwgwxVNrgkprjWJ57VhNMNzTUvQ6ta9Lqi3e8Rni3oAfVeTJvK4wVFSDjdkPv9nnn/gHogxSv0jibxSopLeiGytGdNBLKJwURCTl5dC1EG4qUUmOWthPy8ZfDGVIxOgeX7h2yOI5KpcGGqofDs5q8ExDNHmzmaAUQLefz8iaMeKNbXBSSIVpJFG89bLj8c4zQM7okZKYimttqTohktNPVxS/446jzxeo/ENQYFxclWJaKp9hX1wGEe9CCGZC2dYVgo+nclWKg69Aj0WmNyR1sLNSZaIWj6vhTd8acjbAjrW35nrR3LRcbff/ubJSdWw42TKZ+bnrDX3/C41yc9EyoNwL1PX+P0JWEDtH1LuNS0PYvpW4gtNg1QyvGBO+KqFCnLX7r77xIHUvDuZBfv/hH8bZyvd/T2ecfbH0X85589/zXws97L/mf9/4NEQr7fX74fycF91+OMEaukpsYuxHgApeUSBH6Rr3DrwiOZsag42hZXVdKZZalcBn1vJeVdis8vpVC1LVQ1djbv0sMIAuH5BVpAiH5Psip816XSxPP20k6iZhdLmK92Tihp4sOEQrGMBxj2v/T72z7ephQe3Xac9yOvqxspeKUnVAeBpLMVhXShdS3ZtodjONzHXT3chZm3RmgsVY1aFzLSt1bAjkFKWBrq/RgXh4RnC8KzhSC5QSAmBFs35bVBt47+2yuaQYTNY8prOeW1nDZV9J5aTCIyrWxiu6LWe2LESv0KpBNLOrEsbgUoC+VeQLIQ8vLe5wuUcaTeaWX98liyOFqL8uHg1Vg+4GEh2bW9R1a6xJFYrG/JyZKaBr1TsYhSrTc5CCVIaHTXeF6fExOBSMbv6tBQX2kZ/WZE2xOAY3BfHJt1DUHpiBaaaCEuMSaRwG2z13bF1eSO1UuWxfscg49eYsYtZixUGdWKskO3UBxL9q6LrGRo7EPbA9OzmJ4UKn0e0xpNmjaoRmGdojIBLw2m5DeXlFcs5rU15rU1ulaYVl6bGtfEH1jAtZJ4r+T4ZMaHPnIfN4v5/Bev8fkvXuPhZsw4KfjOw9f59r13+IHDN57zo/4c5z2wlvrdPM9V9Jxz/wyxc3n2POtZ/+Ve9n/be+D/EmIKeJV3OSrY0kX6ooBo2l24dhxL1xeGnYWTXUsHprJMOpvFqisYrih3qKvn121RVFfXwpFrGhkbjZGcWqUFkd2UnY7WtUYeK46lsGx3hlpUFlgnhadpQUvokFt6fe3FdFd0A1/Ylku5Lgo72npnlrCNrPS3J5AcYNXLd24v+wNRYizXEurjE9hc28LhWIKBxgNPtTGYYSqyMwfxrKE+yDoeYruX0Y5Tr8IICVYVbRYQVI7iRg8XKuavDlheF25dvJTx1ikYPGzYHGqaXNNmwq0LGkd2DuurmvVVzegdQ7w0FEea9bHs6WavZphYsT4JcYEie7LB5rG4PJfeKn5lidZGMnVTIUG3OcQzTfYkYBv0M7xvulS0eiDuKnVf8jgAmlx2d8nCkSxkxK7GkEwCosuQ1U3pTpOFJKrZUJBhkyrK6w3l9YbZBx3lkaG82ZA8EDXE8o4lf6TRpUJZxfTeHuFFRHgR0b+r2XtDir6ydI7K/bci9n9DSM31SDiHqlFQCdm7vD+gLGKwivN5n8mix3nZZz1PCTeKZprI5WpN8EaP+nbJlcMFmwcDBr+YUy9jjNV88fyQ0a05Qd4S5C3X8jnfMrrHP3r6Yf6D0a/yQ5NXnuej/i/F+Vp2esfbpDPn3GOl1BV/fedl78/Ws/5dU9FUlu2oIx6MAHaWU2EI21wLNuCcdG2BFjLytrBVNcrvhJwP4N7azXfjpNI7Q4OyEqJzluGsFV6ez6HVB/tSKLUkmYGnuGwKITOHoXRpXt4msZWx7Ous3VFmfJHGOdlZWifPueXd9UPpArd6Wp+pay8mMkLHEeqxz+CtG3FxMabj6anSm682rURCjoeET+c0J2PCZYVNQqJFTX1dxqNwWaPnG2w/Q1lDebVP9mBJe5ARXDTYKKDJUxK/r2pTRTKzuFAAjPzcevqGJIQ1PYUy0smALNV1bYlWQu2wUcD+62KOuTkMWV8JiBdR59e3OgnJL8SZBevoPzFUQ020tuRPFatIOrpsIu/P7JWAdCJKiv4DS1hagloxfS2gzSXHwmlJOQMoThw2diQXGl0p4qV0gYs7AeFKdnfloaIeu07Qn1xq6rGjDR31nqF3P0DXms01i75e0FYhYdoQPZKuPp06Jh8UI9Fq3+EScYwJL3fvj00c/bvy+NWe+PTVI0eS1lRHjnqRkO0VtFbzRz/2a/y4+Wb0yvvpKaj2DcHThLNgyB/4ts/yT/uvcXQyZ7bMOBit+abDR/zUr34MgLcWR2S65nzd43+d/T7yre/Xe3C+3sfb/y+AjOfyrFdKfT8y/pIGAxkP00Q6rrrZ8ehGQ590JvGMapsbEQSoLBP97brYKTK8JEy0vLZTQ6heLvf3odydVdSWHxgEUtzqWopOHEn3mSQChvjYSdJEOtEtCpumQl5Oki4qcuupp/rygdjuIAkCKVajHlxMcPtjUVUksSdjewcN3RdJ3vUT4SWWFRyOcVZ2h06JhEpyZ5F3AAAgAElEQVRtVSfDvgAXs5W4ORuDCwPCeYGLQ8orCb27K3TtXV+WJWav10VkRosGM0qpxhFpbWkHEWHputyHaqi5/EjI/udbNocB6cyKfGskjiXra1Jktmd9EmAixfx9O6XC8oYQh4NSQI7lzYTBA/kgjr8ofxyqvQhlhIgcLy31QJMsDO1FQLWvcH6Hmcx2jsomFpuqaiyjpeTQyji+5fWhFaUPmwtq2UUuXhZAwnov1qCE9laJeuq5if57j+YBg7sCnEjurqYqcyLAJDF2yz/XEK2FVxjPFfnjUFQva7HIsgnsfUZ1fxh6H5uweGsPe1hTLFO+92OfYm0S7q72+XeOP8NvrG4AEF71U41yuDf6Yl5qU35u+iH0uGY/25CGLX/qpV/gb9z9DqKx/F7Pigy953j//gXf0X+Dnqq/wsfyd3Ac/1LL0J4qpa76Lu8qcOavfy7Peh8S8sMAo+iKo2k6408V6B2a2UgRVGkq+bcXk46KgnPSmbXtjryL/02vpOi4QkZIp4RiIWNyjfJdo9tsZFRdrUTOplQHfmwT2PCpZLArYMpnzxIGcr8wFEPQxdInould56rVzp1FK3FFSRKYLnBaweUUvDUVgGv9X+XziXSOWQqLtfwxCLR0dmHYdZKqrHBJKM7KYehHbs3m5X3SJ2v6n7ukvjZCV/72VY1qEnTVYLMIZayoHGoHCoJNCzbAuxTRZhH9h4421Rx8ZsXqdo/lDU0yd5RjTf7EgxsLr0MdKaKNJZmFpJdiwjm621APAgkhUkL6Xd6QAhMVjv7bS5p+2HnmBZUjnTTMXk5oc+n04pUHAXyXmcwc8dJSHIo1vYkhLL2b8lBhUl/UV6LcCAvnVSWa+tCgT0NRc0SCArtFjNvmMH3rBH5ln/KKYfoRGH9OKDgmgWSiWN0xhGuNSeR7Xl1X2EQoNp2VfGLJHoWYzJGfip9g7de+odW89PFTRnHBp+/e5POLE7776PN838Ev8QNv/lEmq5yXb5/x2kg+Vv/36W3WIbgGmqMGVQbYMuSNN6/znZ/4HD99+WFm64w4lp/x9cGcWZOjcTxpx3xz8uzw9TWer/NO72vh6T3rWf/lXvZ/Qsn5dmD+VQO/rd11SdurZnNxLQlDybFIE0Fh81yMPfH0FK9p3ebSiqQskNHTj6koLaPhdpcHYgtfFFJonDckMEZoLutNx6/bFrBtboaKI2hq3HrdgSMqDGU03frkBYHkfXgnF+VzPDqT0LaVxwoDydvIMmw/FycWP8qrNJXn9jpgt17LH4O+ZF+4psHtDXF7Q7GK3/hC6dcCdtQjWjQ4rbHebcXkISYPaU/G6LqVjlYpVGNxShHUtiu80arBJBqTaNKJYfh2gUkUF5/o02Ri1ln3JfOi98SAhmagaAbil7e5EsjoWTjanqLcC1EWwsqijEPXjnRiSCeGZNqwvt1HGUeXq5EqLj+UgpaipVvpLMuRpLKV+5KuZrzJgLIwvG+JZ7B4n2N1k26pbgPQtcNEivVVUZUcf1J4etuoydUtiCaaoFQEpWL+YISNHHq/9mah3hDWO7sEa0FP25FcTO5IL7wr8kzRv6/RtSC6yko2cLhxmEwuy/M+1ilOsiVKOV7uX9C4gP/p8XdSNCE/+PEf56N7p/z8w5f5+YcvM3s6wKTyWOFlhKoVeh1AYnhrfsRnz0/YXOZobdHaMq9TPnV2nd88P6FxAf/l3e/97Xy23/Vss0re7fIin+elrPxd4A8isW4Pgb8I/CDwY0qpPw3cZ2fl/JMIXeULCGXlT37VJ9BKeHNGQnmcbbtcWteI5Esf7HcjsFt61+RA8mO/JA6xLD1nbl9iFltv5+R3Xna9ke5wG7btjQyoKuHwBVoAkrb1YUSl2MdvtcDrjaDLzsnoWze49UZer/EOLVUllJTp3H8PLWpvhCuazm2ZtpU/mGcT6GXolVhfgZfR9fKdjZVSko1RVjLSxhGKSHiHgN0fyvdY7kbz6kpOuG4xvQjlQNeG1S0Z0UcXG9RijTkeE1wuaa7toWuDnpS4SOOSkGo/IZ55g4IrCdUoQ7eO4b0Wk2p068AFND3F2bcEJJcQLeW3PZ0a1lGIjaQzys783q0SZNmOQ+J5Q3EsBXrtd3rlfsDgYUU1jmh6msGjlvntkGglFJWtCWqbCRF6cyRmBzaC3lPL+lgkWePXlffO25qIQjVStLkgw0EpI2c6Ex5gtaewiaCq0Ux+Br27AeWhfILN0FBerUg/kwkqvEYcns2uZ0jPFdW+8PbqkRCgo7n2oIbFjFuqSUx97FnQ2uGc4v+6+36+6fYDXs7O+cXpK5yuRvyrJ/f4q+/8G/Tjil4iP4P4asvicweUx4b0LKC4bsgehBS55uHrx+haETVg3hFa0tNvCSguRJr5Y6PnCiV7/vOCF7Wvdp6r6Dnn/vhv8aXv+gq3dcCf++2+EFeWz3RkEuYDCKG39h2aVl1YT0cZybOO9wYeaNCBFDzYGXk2jehTo/BLQnVc0wiZ2FgZcS9nwvkbD3CLJfpwX0wBtpy4QV8KYGs6LqEej3bW74O+ZPSORx3KLHw+I+PpciX7xzzrRmeqWsAJX8To93YO0N7LTym1u20cCcXHrwBMLwINwUJ1fEBde8dk+aGAUvTv+x1gJAixai3mcIiuDViL6cdEl2t0bXChovUE8fRpJUFA11JMprGhBH43uSKZW/Zeh/kdhW6kKNX9gHokQTr9RwblJPc2WgldJVpZglVNnMh7Gs+gGYbEa4tJAuqB+O9Vo6AjFscL1ykz2twx/qJjc0VyPJTF++yJ3buNtjs4+XRmFwZcSHUA0UrR9BW9J5amp6gOJOhHtYr0cdh9oJuh8PGMcsQPIkwaUpxY0jPN8hWLvlZgjMZW3th0T5M+CcXWPpHXUB239L8QoqwmezMS8raW+Xl1u+XeO0eE85A3wiuUJuL+bMzLexMWbYJ1ikfzEfO5FK7eoMQmjniqiecQbkKKI0d0GWJulJgmIHwYdcqS1TQjO9xQzFO+8OSIMHqPCcpf41FK3QT+NnCCaDh+2Dn315VSfwn4T4Bzf9MfcM79pL/PXwD+NLLD+k+dc//YX/89CDc4AP4X59wPvttzvziKjG+cb5xvnBf+vIfjawv8F865TymlBsCvKqV+xn/trznn/sqXPK9SH0IS0D4MXAP+iVLqVf/l/xH4Qwie8MtKqZ9wzn3ut3riF6PoKSV7rcuJ7L96OaSevtEanDECBDS1dIN54ukoolklilA9Pxr6HZ8aiELBNY2YfkZR19W50utvAWdVB1qoLNuFABUVam8stJG9cQdkUArlpBuZdYC9nIixaVkKNSYQKVhnMV83qDyVEdjbyrpaXpceDQSAWK6lkwMxINVKwJaqlpF+LTQdwlC0taNBp8gIigaTRQTOSRcaBkSTjagyshgXBai6RW8tbS2YoxGqathc6xMWlmhRy17uoEd5FBMUOwGlTQKKKzFBLYio0jJixitHOjOsroVk547Yj7dtKmDC8F6JaiyLl2WsDhMtHeNhgI16BJV/DusIKkvrQYx0YlgfhyQrx/qqwiRiIrqVcCVTxeK28ooLRf++I1qKAWn+RJLRbOQoDuTxmlxAhHAtVvLFgag+8nOLrsVTb3lbyMvJZeDfUwkoCn+tx+aaxfZ9Vz2PiSeaMsxwiQVvShoupSut9kSDG63AzAKqQ+fjLyVRrt1GVWQGtQpxNwq0crw2eMqHR4/5ucfv49FyhFKO5SrD+fS09VJ4e8rKezv/WEMwD8lfmfPt1+7yyQcvsyk11Q15T0+uTpmvM2g0cSJJae/ZeQ/QW7/n31LelkqpzyPUtt/q/BHg7znnKuAdHwW5TU37gk9RQyn19/xtX/Ci5zxxOI6kuJXVbrw9GMP1Y9R0AWHmMzJ8AQwlyHrL19selWW42QKO9lELkWy5soI4EvT3zk14LKiYSlOIIuxEdKl4fp2KImga9P5eNzoDInFLo84y3pU+PW0yk71dWcmesVzu7tPUuEUr5gQb2ecRR+heLuOqtWJndUM43KJZdeL9N+gLB3GbGGesl6ZtOtBBmwxVGezhCLWpxIvPxthRjt7UtIME14+x3gk5fWciaHegSc8qlJG8DN1Ywsmapj8WhHXjMzXygGTWCtKMXN9kkTgeDyXwZ3lLo7fZSUZ4a5vjRECLFtJJi0mE1Cymnopw473sjCMoG0ycUI1DIQs70eTWa+G4mVjGZRB0WJcQz0Rtkc4sxVFIWAiaG5aK8kB3ObltLkTn9FJG4mgljs9tpogKQXoHd8Gc6o5Ssr5hSc9lJ6drhZpG9B8o6hGUJ0ZCtouAZCbvSXlkKY+FC4gTmo6uFC5wDO7L/eKloroi72n8MEYbReUSVnuKT01u8uB8j5euTHg8G5LGDSiH8jw9F4nRQzyD5UuQPIqprjYsJj3eHhySRC1Fq7rJM9KWKDQUFtYXOfoZV+Wv9bzXQIVS6jYSB/nPgd8P/Hml1J8AfgXpBqdIQfylZ+625f/C/5sX/G3v9nwvhsuKQjqkwWAHRMQ+G+JiAk2LuZzKBz8MhVj8DNKr8syH8gyE1+elW2qx8k4ptUjVvCuyevgYNehLQakbr/yIxJcvEgmcyxKRgs0XHZ8N6Ipr5/fn+XvOGKGzxLHI1tIU1e8LV28LwGxKycP13n8oJXb0WqMP91FlJfST1XqHPIMU70Ff8n29QQJRKIlneYpLI1wSiMGAUrLzWxcEp5eYgRSeYNN0CDRRiEtCXBzKe68VQdkSPbzE9lNcKLGNm+OYzXHM+jgU49FC0tLaPCB/2rC6FhCvLMWRJp67jhKiPGKqjCMsLOmkRTdW9oyt0GLieYsyDmUcJg2oDqUTSSYN/UcVTsP8dkg9VGxOFNWeiPhNIkV19HaLMgiqO/bGn0eazRWNbhz9+05+u8VUWDrTpbikVPuC2CZzy+wVTdOX7mn2EcvqjmF1xyBZFILUZk+V77KELhNPAmziUEBQyCWeaEavK8pjQ3nNUJ60OL2lqohCo9wHF1tcbAkqRXmlRdcKu4649/gArS1nyz5BYLnSX2HPUw7uTDm4MyU+F0XK5qoEibe5Q9UaHRusU6zWKQcvT1HLELUMeXQ+pm5ClFNEw4rvfvX19+7z+nwytEOl1K88c/n+r/RQSqk+8L8D/5lzboHIVl8BPoF0gv/D9qa/xSt5Ll7ws+fF6PRARrWmkdSwZ3JrSRKUsQTXT3CzuR/5qg6lRAv/rgv39iisShPM5bS7nzk7l5DsMBR+5aV0dioMUeOhSNg8Uqx6PQkG8h1Z91qgs5myyxX69k14eg5p2nWE29ch0ZPy9qqebx/wkrOtu4pz0jFuOX++c9saFHQ2VZMZ7saJgBnb77usIPNE2igQW/jteKwUdjxAX87EOdmJbdO206uv9AlKcVUujxKyp6UEBw16kk+bKsLSor1rirKa5a2YeGlFV3qgyc99ethAsi7CQhb4IIWoGmvUxKJbRVCJzCwsDfUwoM41ENJkPlktUYzfKlndTLBRRDUU5LXaEzpKdu6Yvyp5GQD7n7OsjwOaoWJ419B6Pl5YiO1TNRREts3k9SeFonfuX1MrnMK6rymOlFeZwOxVTe8+FFdkPNS1oh5bwpViddvSfyegGkkoj24V8cwTs294sORcsbwN6dU15eMeQa0JKoVJRX3R9hztyHYdV3msIXCEt9aYaUqUtDirMEZTTDPePB0QFIqLM2Ex7H/ikvWnDqlu1ASVIPIusXzHK1/krdkRbRMwX2ZEJwKe/ZkPf5K/9YVvo64Vvazm5++/RzK059/pXTjn3hU2VkpFSMH7O865Hwdwzj195ut/A/g//f++G//3q/KCnz0vRKfnWh+cbWy3z+qOdYJyVrUUjOlcrNN7eYdKurbtksFIEkE9o4jgYE8cU9IUPRwKby4I5P/7PdH5xhFuOpOCVdW7ArWVrznh06lehuplMvqGIcHhAWqx2pkMNLJjBDEqUP2el6Xtsje2uRzKmxS4pTc3MDLe4kd3ezCUZLTWiDNMnqEWa6G0bFPQQIwGJnP0bC2IrBa6iYzeYI/3UasC008wWSRxgRbCeYULNJsbfeK5FD8932AGCfU4odzT0ok9w7uy0U7Tms4sTU+zfElhQ9l9NT2RpNVDxfKWFMLiUBMWVkbWSNP0wi5W0mkhKIelI1nI602mBqekA9uaC6AlcjFcaeqRox45in1NPRJbeOUkqLs8kN1ceilqjfypJZkpGT99tzd+q2Z4v+XwM4ZyT0wIVAs4cWXBQX6qyU+Fy6d8AFKwFqOFwQMnHdrVhqbvWL/cEK3ES6/alw6XXx8SLTRYefzVHSPRlBuF3ugurcxlBqyivdcn6Iu3XrOKKR/1ifo1TjsGH5pw/Zpcrg6WBB+ZoxODMvKex2ch/bDm/eNzsp78bsVxSxy3PG2GvP/gnNErU/7Wx3+UcrXz5vvaP7DPcfkqx7sx/U3g8865v/rM9c/q9P894Df9v38C+D6lVKKUuoMYmvwL4JeB9yul7iilYgTs+Il3e+4XotMTU0/r3UqSXeYr7P7d84qFRNxJ3LqSgleWXWYuIH51WSpfq2sJEt967l1MRAlhDIy9jvdi0ml3dZJ7y/hSwIcsExJzXXdWVKqXizOLz+xQcSQ7w+VSFCBV3eVedKHkW1+9feHaubKS5LJtPGUay3uw7fQene2S08qq20m6w5GoOYwVECeVrbjNE1wcolqLnizl/XB9VGtwcUR4tsAlMeGi9LePqUcR2aM15UkOpLCXEi4qnIpJp5b11bijfOjWkcwdjffMM4kn+Trhv9nYy7BWcvt4JvZK4caxuhrReyrvwzbnNqwc8cJ0dvHp1FDtRbSJRE/WfU28dvQfye5vawkfz+X+JhMeXP7U0eSiDMGJf9/yZkD/VAwIOiv3pSIsHYuXIgaPWoLSkl0qITgvJclsfU3Aku0e0EWQnmvqoaMdG5oixCTi7pLfiwgLaKcRm1fkZxudRTRXGtSpdNumZ1h90KIiiyoS2msVrCIpoICuAmwsmmDtWycVG1yj+NC1J9zL9/iuG2/yqBAi/nnZZ3PWg9TQDCw2c7jE8MlHd1jNclRg+eitUy4K+aO9bhM+9c4tRqMN/+29P8Lh0eK9yb1F/nC+B+f3A/8h8Bml1Kf9dT8A/HGl1CeQ0nkX+DMAzrnPKqV+DAEoWuDPOecMgFLqzwP/GKGs/Ihz7rPv9sQvRNHD+XFwawgQBLuuqNeTIhUGcps8F2XGFoXd5shugY8whG3RyjPJ0SWR7kprMQR1DuV5fK6sYDYX7WxVw6YQonQrTi8i6VK7jg462Zk4NVv5wI2GHfcPLZ1dJ0PDj6xlJc+tFCxWuz+ISuHmy27Xp+LYu0ErATrqWgCT85mg1vsj2Vf68bY5kGyL+koPPUoJFhV6XYjyomhQZQOh7lQbgXHk0w12kJI+2eAiLaqMJCCoLdFZy/R9qfjbATZRtIkimxp0Y2n6Ib3HEqhdHknXkV64zvwzWguS26aKdG6oRkIi3v/kQ1afuIYNFW2u2Xpb1sMAZRzx0rC5EhJ7zz6TQO+J8bu9nbtxvIB6AE6rL5G/OS0ux7pxKKvoPfIqikjsnnpnhs1RyOBBTZuEHZl6dQPSifcCPJfrmoEfvTPHwS8Hsk9MpZBPP24I57LXSx5JkYuWiv69CJMKqpyehazuCNodlGAWES5w9B56D8FPlLgyQLUaO01oxzVXjhacBwM+9/iYJGm5nV7wi2d3AJitM05uX/Lk8Z5YUwWOcBJRTMa4w4bknYwv9A4pfJqbVo7RaMO3njzgew9+hR+6+28+32fx/6fjnPskX3kf95Pvcp+/DPzlr3D9T77b/b78vBDjLeCVCt7JJEu70dAtV7tdW+6LQp4JwNC2nVICrbpxlGB7nfYZtptOdqZ8nCTjAYwH6PGoy5hVaQLHhz4SMu6iIdVo2N3fLZfeWsqTm9cb7GKJncx2WtgwlNflbDfydlQaT50hDOVxlEKtvEegp5u4QU/AjNVa9n9hKB1hloisbSX0FbXaoFYbktdP0auawAMN6uFjkaYZJ9m3owxVNZj9Hma/JxbzzhE8nWHzCBdoyqs5yjhcoCj3Y0Z3a4mDXLXoRqgpi5uijU0vGpSRHdrgnuscivNzS35uSaeWZNbS5gJGyGisWH38ms/TVZhY0+SKJldEyx1xNiyFflIPxJ3ERj64ewVN39H0BfwYPBALp/VNx+qGdJubE8X+52qmr4lSZDsiB4XDRFD3NCaGeiQKEGVFrTF8x4eJK5h92DL7sMUkEK4gPdNsThTrG47iWFyae/dCzLXqSz6yzUCoMm0mjxVtHOmZJlpqbAT7v64JCk1x5CiOfAddBJLD228wm5DJvEe/L0TjP3Dji/wfTz7GH7v5Kf7YzU8RBJYnD/bBKF577REqtgSFot1rCaYh1Ssl6pdGJFlDkjU0VrNYZhQm4keefAcPL8fv3Yf1PRhvfzfPi1H0FCLN2vLa1kWXF6FGQxn7ggA7mfrC49UWznba1y166yqhjKheLgqOptl1ZN6ck7YVz7uLaWcZ1aWPbVPJtgHh1uyeIwyFpOYt6V1ZocZDdC/vUOWtUsQFO70ucSRj86boDEe3XZorim43ufUEVE2LGg0ECfYIM2EIlzP5Hvo5zonbtBvIXlIv14RPZqjGwvUTbBqiikbybssGFwU4pcShBWiPBriyIrxYES5KoqVI3tJ3JiSzhnDd0AxCmkHYOSPnZ1Y0rJkEcmsjWRbDey3VWLrBNlECZOzJ/QYPDUHl6J0Z0rOCaF6jrCNaG9KpXFCgjaPpaeKFwcai37UxNJmif2qIZ47xmzB+E4b32w686N9XRL7oZheO82+KaXPJt2h6cjGp7BrbVDIzmlys4kPv+GJDGcd1Cy6yuMiCg9UtodvES1FyuMCxetmwuWmI7ic4LUjq9hJuoP/IUe2LfT5OnFyipa+OVnV71cGnU1zkyB6FBI8T4rOQ952cs3w4xE0SPn15nTRoGQcbxsGG1YMhKpbXdfdin7RfUR8a0nGJjR3ho4SmB8U8pZinXP76FdKs5pcf3OJaNue//6Z/+N58Vp9Dd/uia29fjKLnpANSzziHbI+dzbvM1y48aDjwxVB88dxWJ+tdh7fmAm4j9JetYYGAEIF0e0ksl0FfeHJFuTMo3dpUWSEfk4k+123BDa+HdWWJC/TO1NS7wzhr4ewSrl6RS1UJVSbPvATOO0UDhKHcf1v4lMItlhILuTUg6GWd23JnJ7UpJASobuS2rRiC6nUpXdyywiUBJg2Fu1c9syc1Dr1paD5wg3a/R7OfoxsjwUF7PaJpSdOPCCorpOFcE09rorWl3BeZmA0V2YWh3BPQQmghijZTJJOGsLSkPhC83BN+XjOUveLmKCBatMRzuWyuhOJ+XLgu92Jwb0P21ImRaKqI164LElpeF04eSHc2eruVXI61Iyike9ONFJxwQ1d8koWldyrPUQ8DorWMn4NHLUEF2YUleRKRPIkwmcMmTuImB9D2HDYVuZreaNq+I3sc0Du19E4tbQ82170dlxLD0c1L4qiMk4B0MzAEhSIoFMtXDPGlph4LIt776ISnqz6vfPAU3cL5vM+j5YjSRpQ2Itho4vsxhI5qluKcvI6mDkmvruX1Ro7D4wWHxwuuf8spR4M1e4MNiW75a29/93v6ef167vRekJ2eE65cGIoyYzKVAgOiYggD7GKJ7uVSVFYS9qNyQVOJEnFkwetcjUFlqTgfp6lw4eJY9ny9XueFB4BXaWxVD+rkCMq6ez2uaaQDG3hUd74Si3r/Wt1yLSTjLBVU1Trh4g0HsPAd6d5Y1CHGwnQuI3TdCN8uS8Rjz7ndtKQDsY83VjrPMIQ0EQDl+FDybV+63r1HLgpQaymCdtBDz5YyKqcDwkWJ2RcLfeV3jqYX0QwiomWDbgzVKCa5bDH9QAwHfHaF8drY3v01y5f75E8rwkJCfZR1LF4K6T8xLG+EHegAsL6eiPNxIwVm9HaNCzUmC2hHKSe/MKW40Ue18vqHdytMoglqy+p6TDKzrG9ktBk0PSmqUeFYn3gQoIWwFN7d1m7KBgqNY/DQsPiAI9yEwtVD+Hbx2lINxa3YKeg/LFnfSIlWluIgELBkIEAFgGuUcOhCoea4SEG/JUhadGCpLjPKK1DvyfccTyXDQ7dS+PJHGuU0ydRTZMaCApfX5I96ONckEwVOnnN62ef2jQseTUdwtSRNGqo24PVCwEx9e001T1Da8X3/yr/gH3zh45iegSKgnMQQOdobux3y3XtHDA7XGKM5qwYMk/Jr+IB+2XnBi9pXOy9G0fvG+cb5xvm6OIr3DL39XTsvxnirvHSsbT3YkKNHw51W1buWuEq0t86Io8k2R8NtvLFnmso+zduyK78LVLlYRanrJzIWpsnOfy/LhCe3kehJd/oUrKeDZKl8PQhguZaLlsd0bYs5OxfQ5Vk/vSTugBFnrVwupwJkbH37JjPsuN8FAnWdprGS0ZFLl+p6PgNkkIPP61Ab+X71dCGcxqruOjO7N0BZS/W+Y1yeYtMI1RiCyYrgYvklO5ewMN6/zpE+XFKPYoLSoEvhyqWPV7S5ps01Ngk94TiiGQRkT0rKcUB+bv0o63BaiMHlgaLuKWaveX5foFi8FEvojwMXaIrrfcnFCJVcAkW5H9JmQWcKmj8qGTwyKCvyK8nR9YoMK6CFbmWnWA+2PLoKEyuGb4S0uaO4oiiuiKuKDRUmlsS2/Lyl7YWkk5Z42VAeyK6t6Qu3LigFmIiWMLxnfEiQI0xa3IMc/esDDj4VEBSKaCEXUXo4li8p3EmJ85SdeiR0mXAtqo1wqX2SmaMeChikLASXEY0JuLU/JctqFqcD0qjlp9/5AD/9zgdoylB0vsrxybNXyJKa49sSW6PGNcFKE8Yt/aSin1Rk45LlufBvekHN2+cH781n9ffATu/F6PSsE4+8MBSPuvF9qBUAACAASURBVKrCbUXNxmCXK4IrRwIIDPuoiRHLqdaIvfw2LhK8B167y7qoatx0JoYA55cy3paVAA4gY2BZSVHs9yAzYiBw9ViuT2Ls5XRnFw9i2Y63lPLW7duMDpWmAmh4yRwgSomt/X2aiCyuMaiej5vsZZKS5neWLk1k1F0Icq2WG4m+3Co80hS7WOKuiHda8HgiZqvTJeZwSPzQ59uWjYQJRYH81x9dNugNEErQUfFSTjRvCIqGZpxSD0Ohsfi/6KsbKW2q6D9uCDYtzSgmWVqilWF9LSadGsq9oBPTRyvoPVCUY8XemxVhGUj+BWCygLAwtGlAtPL8vTQg2ggaW/c147cK1jdSr+IQ+/fVbcvwC368rR2kAkw4HWBDyC4NTS7F2QXibmw8myksYPqqJjuX0XNxMyJZWPInNdNXU9KJL1ZaFBcA7dAQPAhZXQ2wiYy46nM9lIHsTIqZsq6zlQ9LiB5COrXM24xk4thcUwzflue0kVBtSh8x6SJRmJQ3W3AQDSuKJqQ2AcUmQfVazh+O+be++TMA/JMvvsr4sGBdxvTjisk6Z3o+QBUBLhTAxb3TY5IKr8e8PoADQ1nE/NTrHyLrvUd28fB1P96+GJ1eGEDkf0ONkc6qbkSPmyRSwLytu6p9rm0pxWybJrY9KonRw8HOJCAMxYC0EfoJII/jO0M3FzIvsRgMUDfokytSTK31xSiVLiuOpUD7UCG13bN501J3/UpnhmCmM0FZ+3lHoVGJEI6VUqjJ3Nu779xhtjQVNV8Kn9Ba2B+LZX4Udmlsrm0lEKkxkmiWxrh+hksTbByKgcB+H70sZd9XSJHdKj42N3roSkKTyqOUeCYOyu0wIVrUhIXoZIVa4iVepaM4CGn7EbOXJZS73A9Jpoa6H0iHdc8yvCeBQMo6gsox+VDC9NWQNteyn9u0rK/GTD4Y0aYBbRpQ7YXE8xaTKoIGLj+ckT+uiFcGGwAOhm9qdC2Oy4MHLcncI6srUW8UBwHrk5A208QzR3rhCCopVtsc2uKKojoQakm5L67QeFpLuJaOa6vESJ+GzD7aiEwthWSCuNOkjuVL0nGG3gxBGQE7moFi/rLI08oD+dr0A+yUMBtHdhqQnQakpyFYSB9GEDis1QySmqKOMLXGNZrh8ar7vf7Itcec9JekccPdy33WFzmqDLj6/nP0ZUR9YOD2psMRgkoRLgNun1zSH5Rsli+WIuN387wYnV6XWGZxpu4oHoAUtTiWD/tQDDo52sM9PvehPgo7X3ROyyjVuSW7SoKxXWE7qghRJJy3chsMpKX4lRL/KDK2uhurpdCoL7WeD7QgulNPIfGZs6oKcL0M5Rw6imHm48S8FZVbLFHDgRStLZevMgJYZBku98W7biDqCZjRGtxogCpFgULT4g7G8PQCteUFtganFLafierCioFofW1EuKppDwciNSukC+i/PsEOUjbXc7KnJc0wJnm6pj7McYF0MDbWxJ4/lz4tWL3UIywt1TggWjs2x5rxWy1tz8vKFJ2WNl5JBm2xB6O3LS6Qr5tE0YwkdKh/alm8JN1nfuH1rpWj2FPkFxYXik7WRoLG0krRAljdColnos+NNoreE8P0tZA2kyBwlOfKeYVI01cMHlg2x1oIzk6MB5a3YjYnit5DR3bhmB7t6CVt7oimIfMPtPTuh2yuOQZvw/xV37GmMgbHc7l9UIsZQLhRrE7EUCAoISyUuKJMYHNNkVz6X4kImqFYYAWpwZQh++mae+8coVIDgYSBf/D9krTw+wZv8+n1Ld6+PKBt/XseWkneu1IRRYa2Dll6RYZ6X0n0IOGd00PcKmTvxvy9U2S84EXtq50Xo+ihpLj1e1Kktnw38B/0RpDKp+ciI1uuOkdhV9feon1nONC5mGifcZEmuMmsGzHder3rvqJIHJOjGA6GQuLdmhOMBsLRUwq2e7rNxgd8GymQRblTkmwR39HAO7zsQooIA6HZhAGsLWQRtAZ7uIe+mMr4mvq83nUhbitNg8pzoaX0MnmMohL09mBPtLcAeYZqDcFE5GZuU6J6GeG8Ag3tICJyjjaVH7duDBhHtDK0vYhw3VId5YSbFr2pUb0I1TqSS+mWV7d7RCtLNQqIVhbdKMJS0fQ1dU+RLEU/W+77yMUDTbhxjN9qKA5DwkryLeK1E7JzpYmAoJLXU441TkW4QPZfbaoIsoB6FAjt5VK0vlu7+CqQUKBqT9QY5fWA/c832Egxe0XCiKqR2DmBqCyWNzX5maPZGtwY+bVLJlIUUZA/ZpfqpjyS6wKavsQ12hBsYgmXMvrXxy3JTH5mi1cs2RNN+eECt4hIH4bdWBstd0Vy+5p0C9W+JbnU2IsEEsuvffEW0TREtSHmToltNP/w8ccB2DQR6yrmA0dPSYOWX3zzFZhHnE0H2FYcnIPMYFbeY3EZEZSKfLTBDhVlvVtvfM3n67zofdXxVin1I0qpM6XUbz5z3Q8ppV5XSv2GUuofKKXG/vrbSqlCKfVpf/mfn+tVKDrRvbNWeHYepEBJkpjbFNKJWSdAgVLCoduShr0iQw0Hsoe7uBQd7tY4M0s7mooaDLqwbxAQRSUxarURDe6g3xGfXWu8zlZGQ/XM6Ky2io+yQm1dUYJAOrwwhKM9ONqT2/S8rf1C5GZus8HVDfpiKt/fM+Or0E0SodkMcinS3mHFBeKDpxberKBthfTctNL1jnJRmygR2uuiwSkI5sXuPWoM5bUcGyrCtXR/4cabZPYTTKpp+iH1KKYexWTnNU7D6LMzssdrwtJ6fz2hg6yuS1LYdowLKtljrU8i0okhKB39J2IlVe1F2FhTjyRDw0aKZCGPJz6C4p03+WBEsa89BURAi63CIlpKMUkvRAe8/3pJ0w8o9kXutr4mCo38iSN/Ivs3oY7A5qqYh4K8znjpaHtSjJqBdIi6geHbFhvICJudKXQFm2uSW7vddUaXu55hcFfTDB12FUHkqPYcm5fEtGF9y1IeCWE6nTjSiSOZOZJLTVACgeTt5m8mZI9Ffhe/nuEqzdtvnvD2myfMf+GY9+1f8Pr5Mb/y8Cau0sRzCQOP0pbkNMJeJISrgHAV0I4Mbc8xeyQT0PuOLp7ro/hVj9uN6+92eZHP8+z0fhT4ni+77meAjzjnPga8CfyFZ772RefcJ/zlzz7Xq7CucwFWabIbb8NQAI6m7tLBVByJVKufy5jZtqJYeOa4+XLnzde2uNm868hoWwEdtg4o0DmsEAS79DOQguekUHUFqShlD7eVqiklu73WdKguRSlytckcNZnL+Fs1u+CjVHz7VJ52+zkA9fgC9fjCm5BWIjWbzLu4R2WsjLKZBI2rPJeLt6my/Rw9W2OHGS7U6LLF5jFhaVh+cB+n/JjZT4inNSbT6FWNLhs2V1NcpLFxgK4s8bwm3BjCjaEeRJT7AcsPjFjd6RNPahl/F1Y+wFPhy+XnhvzcYDKJX8wuDdGmxQWSm5FMW2yoxGevFM0yzhFuLJvjiPy0FA3uypJeiopjc6hZ3NZUI02biS/e1lTUxjJKr68mlGMBInpP5DVtb2Niha5h9ZIgt0e/LlZUQSNjcLSxndNKUOw+tMWhRFsmUwFONncacLLfq49b6msN7cCia7rL+A3I74UEC+++7Luu3gPN4a858tNd4Q43jv3PG8ISstMAbaC4YahHYMYt5bFh/9ocZRTKSCf66596hfV5jlIQTUXeR2pJfq0nHapymNRiUks0qmhOaqK9iuUi462zo+f6KD7X+Trf6X3Vouec+2fA5Muu+2nn3Jbi/0uIh9Xv/ChgLIle4ixsui6GwHdzvQyVJF1cJIsVdr0R44Hlctf1VGLSqQIt0rQsk2S040ORsFViKNp9L63ZIbOe4rLVywJSKI3BLZdyacWCHuc6/zq7Wnd28yoMUQd7XcqacyKJc95sgDiCyxlmOhNtsA8jZzrvpHeuruW2XjLGwZ68rrICY7F5LDvGrd440FL47z0SCkwlAAdAO4hRtSV/uCFclISLEhuJ5jdcGcwwYXWnT7ixFIcxKFjdiClOUmwsHnzKiSNxmyr69zZUhwnJpCZat1Qj5S3SFZuDgM1BQFA6Ru+0bK4ELG8ktD49rdoXe6vkrCB9WpA/qcmf1F3xKY8S4oVQZuKVxQYyYqYTRzUWOVi8lM6pGYqDsg1hfkeTTSzVnri/1EPF+rrbmYga6N+XIPDJawFtrqj7YoEVbiyDB5ZoCfVYoiZ162hzxOnl1FDtKcJJSNsXtDaYhQSXES41NH1xZmkzWN0Qi6nkQiy4dKsIvM1905f3afYhy+xDljZXzF/2pOiRoxkaaBXNyBJdhLjUcHWwxPVbXL/FfnRJuFZEo4r9wRpzowQF169NqAdSTHsPA4KNJthohj+bE1xGtBcpN46n2PcwoPvrnbLyXqC3fwr4qWf+/45S6teUUj+nlPrXnvdB1Goj3Zaz2OlMRld/Ub1cTD+N8YiqAAFbw1G1DcreZtiCFJy6ljG3qKSoZJmAEmW1G2+rapeFW9Xy77YVa3Zr5PHTVHZ+UezBEx/kPZn5MTTqoihdluwcX55RfnR29tah0oTg6rH8v4+cVMNB1/lsj1tvcHvDzlEZb0qglyXsjTqE2456uOMDSW7LEil8RYXNIsJZhU0CXKhxSYRLos5FOb03JVjX5KclNlEUBxobafqnDUFhu9xbp8R00waK2Ws9GXEaQ3EUE68cw7uCsmYTSzax9E9bqpEI7YsrUvBMIgoNpxE7K+c6nl5QWYJSOq/5HdntFd4fr82lUwMBJqKVJIJlTx3xzLG6oYnWUtiG9y3Du4agAjMwXWcoyg1Hdu7Yf90QboTWIrs2TTI37L3V0H8gUrTswpJMxfigGknHF88FjS1vV5hxi80s4SSi7TvavgAuxY2W7EyRnbvOZdkkkJ57BxpFV5S2qLSsAyC+DDoXGXOz5ObNS4ZRSRBbgtiitWP/m8/4gU/8Iy4XPewq4vq3nBIFhqBU9E4VNoB2bGjHhstvNZiDhuRkw4NHB9STHcPhaz6/1zu9dztKqf8G8bb6O/6qx8At59w3Af858L8ppYa/xX2/f2slXRvvrjIaCEVlf6+7XedO4h2HAW8r5TtCrYSztyUne+LyliOnxyPJifXWUWrQ72gigFinNxISzqiPXchoTFGK5Gs7em5NRH1BU8O+SObOLkQLnKdSTOcr2f+FYWdJTyv7NuWdVcxkKihsoGVv2M87mZozYh/PsO/t8mdCRRn0BMnNpNvlYtJRYvRkiapqXBhge4kAH3lKcD5HbyrabWhSIERgXRuaYUR7OKDZk/2oMtB7agjXLcnTNco6T78XwX7/tCYsHYMH4i6yvpkTbkQ32mZi6VQPNPVAE24M0doxuN8Szx2bI/8eWhll256mPshkh2cdyZMVTiFjJrC8KSahkq1hMal0eCaWS+/UEZayewsKAQkuPxLIOsDB3hs18WVAtS/ifxzUfUW0cczvyE7OxIryEJ58u+biY5Hk2NZifKCNFMnNcSiFJFdUB5Z4qkkexPTf2vni5aeK/FSRXjoGb4UUVxzVWDF8W5DbaANtTyIhk6mgu+FGUZwomqFj/gGDsvJvm3rtroOT3oJ//vZtbhxNuXE0pW0Cnjza46987g/hnHRtZ4s+izLBfWIJTsCR4eshw9dDwkUAZcAgLwmmISTv0aLteQreC170fsforVLqPwL+MPBdPusWn1RU+X//qlLqi8CrSMDHlxzn3A8DPwwwiq44gkBUFHkm/LUtervtzLbW7ca7nmRZp8G1D05Rh8I4V70cV9VSvJSMXV26WByLsYAxu24sSaSwGQOXMyEve+cTNZlLobVf2oGhlRTXosAWJdpanA/2Zuu2EgSSaYHn54XhjsAcxxLiUwolRrVGnm/rDdi20pn2cinsqw3KGOyVPfR05YGOdAfSPFPEg4sFZm+ALmtcnqKKiuzBEheH2Nhransx0aIBhRiPVi26iQSNHUXEyIgSevJw3U+YvZz4ETJifSWQTmkN8VLG0DaVUVO+QQgLS1AaRu8YNsexZGZY5MPZOB8ELj9jp3oklyXF1Yx45cjPbQde6BZMoShz6J96AKIU3W+by3OBhGxfflQzfsOhG016oSj35f0pjhTJ3GEDRX5mZQQeO/LHsusrjhzZWUDvScvypieAW++6EgjAkVxqTCa279WRIb4ICCrVfcDrkRTNaKmoDh3NQFxZVCu62/yJY/EKnbY3uZT7JOcB5UmLrjXhXJM9VcyTiF/+7MuoMuDBxQkA6a0l33zrAXfn+5wtRkTTgCJPaN4Y0uwZwlz2ilsT1GSiMLni4nxIOtG4W8+EW30NR/Hij69f7fyOip4P1/2vgD/gnNs8c/0RMHHOGaXUy4il89vvySv9xvnG+cZ5Ic7v+aKnlPq7wB9E0o0eAn8RQWsT4GfE6p5f8kjtvw78d0qpFkkh/7POuclXfOAvO64StJKykl3Wdhd27Vh85Dw1xVm3cyTZjrB7Y+yFsD714YGgvHkKWmMfP0XvjQV5VUoUFlnWdUlbWRjbx9MKFaWyc6oqcWqu651EzGdkbHeC4dVjUY4c7Mnrb7xFfFHscmzDUDq5rSsMoC4XwjMEGbejcHffQU+sp7TG1eXOFst45LesIYkFEYb/h703i7k1S++7fmutd97jN39nqLGrqwe73Z22FVsJQpEQIeTG4gKJXOBAkOAiSCDlxnCFsCLlAoKEQJGMYoVIkCgSSJhJiQNhjBM84Km7urprOlOd7zvfsOf9jmstLp717n3auLqq3UfxaehX2jpV+9vz8Oznef4TbjKUnZ/WuHGBuV1ij8eiyCgyqrsjsqdr2uNglhpGSoDq7ghbRMSrFuUiTGmxmSzYu0w6Q2092UKyaedvxYweWemACqGqVIcSqzj5QLqJdhihvMemmm5gyG4lPrIrNM2BYfrtDavXCwZP9t1HdZpjao9JJN3MG0iXkCwt3ZmmuHCEqY7y2IjNVCWjZzZzwsN7KgTobW7QNZgqEIdrSJaSpdEFjl+8ERRV1wqfCq8v3hqasVynJzPXU+lom4mnOXQw7EgfJjRTh19rQVbZU1185Ik2inboiZeK8szjEujmingJ7UQ+d94oDt61lEca3Ua0Y9H3eqWIlobupOHo3oLFSt6zcpXxf3f3+Qtf/lX+e/PjfP0rj/h7H36R7Mc3zK5HtEOoX2mgkbE7uTYw7PC1pjlw8NHws3wNP9vx//Wi573/c3/A2X/9Ey77XyHpRt/fEUK7fW+9fnQAwdxT1S3eOwEVNo3s20IiGcbQXV4R3T2X3R3gpiPUhag13HyB6YO6rZOClmXYpxciTQMpeMFaHuf2Y2wATPpgcL99bre42UoRzvNdkHePOPuQm9sDG3Il8enbmRFUlewRtZaC2IhFfq/IUG23s5LqTRRQSsKBmmZHfiYPy+kPHsL9OwLYhMKuH1+JTnlbES9Dsev2dvZ2kNIcJOQfb7BFjNcKU1uq44TBwzVoTXUqt28qT3lsGDwuOf4dSzuKWJ0bpu+3rO/ETD5oiSq7s6JqB6LmsJnGVI7yKEJbKJ7WmCrCRZrxuyvR/gK2iHCJkJ1tohg96dicRejWs3w1YnARLLGCJG74ccv6boxp/I4XqDsZF+O1AAjuuWzrPl83v3ZUUy1E6qlGOyieyn6wHcre7+A78sPTFsHSai0ARP5MoVuDnWshGpea8ftw+xPy2IYPNfHGs4khvxTT0frA004dftBhr1Js7onW8hyKZ47tmaE6FN2uV8L1a8Zgz2qoDKvfOKYNdlFqY3j1lWe03mC047/95lcYjir+qbsf8Hd/+6eo7zXQKojl8bRjxfRwTf2rR8QbWHz1R9rb/ng5tLfBkBMdyMStEG79Ntizj0bBRDTD3dxK0TEGnMccHe4JzFas0lXg35mDYJGtAqF3OMDnKfrgQPzxRoPdrlBMDhx+PJQOrLMiOctSKVDBdNTXTeDIhYLTNkGupgRdDR5+OwpLnsvjCl2fX61Qk7Fw60CMAHp6SkBvfRJLIc4yITXHkSg2igxGA9RqI+h0MBntgZ/dbTkn+t6yxucp0bwE60mvS9LrUopCZog3HS6TwPTqNKU+iGkLxdVPjinPc5JZQzKTL0vxrMOFGMku10y/06CsJ95Kktn2NNlRXABmX4hxsRKDUCfdZVcYCfwexbgsYv1qwfpVkUhUU0E0TeOppwbT9tQRFUxIBQxwsQQMeQXJ0hFVnnqsGXwsgMfibfmhaUcSHFRcejb3FOWxZnOmiUvP7ZdNiH5UZDMBD7pMOj9xUZZCJ4am7LS15esNNg2ZF5m4uAweawaPJeB7e0cRbSTndvU5IQfrSjH6vZT12y3NkZMoyIGELPUmDNs7ju6kpTz1mD8+4/75jJ/7mX9I8tUZ2YOE7EGCKTWjuOJ//PjL3G4KkqzDeUXtItrXarCK0dkaWg2tRjnF/JF8/qPSo5cvSHz1Gegqn2X8VUq9opT6B0qpd5RS31BK/Vvh/EOl1K8opb4T/j0I5yul1H+slHoviCK+/txt/flw+e8ErOF7Hi+HDE1rSRLru5/nCLvEiQAZwUlF8mWrXSi4yrLwRQ+0E+tgJSHfDAZSnBZL6bDqRpxLmgbdFyFEWeFdCOwpa7yVgkcSUsi25V7aRiBQu5C1q/QucAgQJ+a6EW5dn4JmRGXhy3L3fOQ+xVTUB7fkvjCqwWA37qpNGcbcRkbYPNvpgnfuy4DaVgJoqGCLnyUh58PiY0N9PiBeyzjcFWL3Hs8qmqMcr2Dw4RqfGvzdnMFFS5cbmom0S6ZxbE8jbKqJVx02BhdLclm8dqBk4d/HO6YzS7oQ55V0uUcN25ERs89O0Y5jhg8E2KmPc7KZaHS7tA/zUWS3fueIXFw2O9BCOU95YHCJ2MCnc6Gg2MSTXhsWX6/J308lN5cASGhxT3aR5HrUEymi5bF0Vy6G4pn8P8g4jBejhfV94c8pI+iwqRRZq4g3YkcPkGxF1WEqqI49PrNEtzFew+qLQmwe3ltSrqQQrd4U5DcqYfBUsbmb0Bw4Rr885dGfbPl77ouslznqMJikFpanmzHPbsbcO5nz+tkN356d8g8++Dx+E2HWhu0wQ1fy+F1u0VtDO5HYyh4ZfyHHi+n0OuAvee9/Uyk1An5DKfUrwL8C/E/e+7+ilPp54OcR/OCfRzCCzwM/jYSC/7RS6hBZuf1UeGS/oZT6Ze/97JPu+OUoeiCFLhQClWcwDEXmWmyT+nAe4ggqpINqxR2EOEKZ8OkLLsdqvhRjgYCYSrRjvUNx+32b0kF9sd7A+Ym4uCgtFJRN8OmLzC7wW0Vi06Tqdj96hpAgNRriLq+kaN3O93pd6yTNrOcVFjl+vZXbDRxDle1lcjiHD7bwKjKBe9fKyLuSJDgVRdIFghS7zgptJY5w0yF6XYJz2IOCdhiTzGvKO/KaFk9L9LqBSBPPK6rTgs0bQwYfrlHWS0HznuxaRnpvFAPrMZWlPE2JS/ny1wcRpgmRjWu3MxzoBmInXx1p0pkUxXThRM87q7FZhNm22KAF9gZM3RdWSBdC+5i9HZMsPeWRpjzOmHwoRbsdSMfmDIwfdHS5ZvTujM2dY1QH7nFCOocqWMjpBvIbh2k8XivawN3ru7NkKTGQ11/3DD8MI3eqhM+nxKElv9SU5wmmVAyfeKoDiabsQ5GaiVhYbe9ZTKkZvpuE1wKKD2O2n6/Zvjch6jmHS0W6cOA1q1dlbzh5V1FPFVjFzWKA30YQhc9dabh4eMhbb11wsRyxru8wux6RDBqipcHmTsa2o7AnLSN87FEb+fEoT7//r+QnHS9CZua9f4pQ3PDer5RS7wD3gJ9FMASA/xz4X5Ci97PA3wxMkX+klJqGjNw/BfxKjx2EwvlngL/1Sff9chQ9J6MpbYMPy/ydF12c7DJk/XojY2Ggi4hBgRWZWH9EEaw2wsvbiNxMzDoDvy4AE7vrtJ1kZhQ57uETCQXXStLXsgw3m0sKW++yEidi+Z4kodNTUiSjCL9coQ+muy7UZ2Gx1EdVNq0YnvZAS2flBLL/63d0ZYW/eywZtuuNPEdnhYJzfoKar74rS2SXm5GnqNkSs61EpeE95nqFWUS0R3sVSjuMiYxGVy31SUEzNozfW2EHsVBNth3tOGb+tlzHtBBvBEixIfinGWmShTyGBJFqJVa+oNXUEFWe019fs72bE68t7dBQHRu2ZxHJysFRTLIIwE0Id68OpWtLVpbNuYAZXkvBTNaSzwHypRt/sKU6ybCp5HI0p0MO3u2Yfy6SjIzGkyxDEc7FBCFZSeeYzS3XPxERbaA+kL1dVEIy07uFjweGTztmn4/RrewI05miHcLyDZG8Zdcw/DhMGEZx+8XwA6o9269WZN/I6XKPSiC+SMgvFLWskukKqKfiJBNtFdPvSECS14qojFi/GmGifexld7+G2vDhxTHFoGL2eMJXfuwht2XBx4McfdCgjaVdhs9Q6piez1lWB2zuaLqTF7fT+4zo7bFS6nmq2i8Gmtr/+/aUeh34Y8A/Bs5CQcR7/1Qp1Zfre8Cj5672OJz3Sed/4vFyFL3AUfPOSrFab1ABmABk7A0aVyDw5KygvNsSfXaCf97GKTL4zWYnBVNGS8DQZCxFJ7g0A3DvDFZbqBvM4YGMnKPBHmWNe5fIwN+KDL5D0GDYRzpm+a5Q9wHj+/AfI6aoWu8AF4LW1x1PUBc3KK1xz0QUru6eoZ/NhO83HUsxW20lz+PyRsbug7Gg2iD8xvEoaJiDWcPdE/Rigz0eo1pLN4wl8QywmaGZCmoYLxsgweYxpuqoTlJMacmuKtog1xO9qKI8TRh9sMHHhtVrmQRzTwRwKI/NbpzMrxztQFGeZSSLjmYS0RaK/NYSlY7kqqS8N8BUfa6uxiaayYeWeNWxeDPZxTP22RU2McQhDKgeK+qjlM2p4fCdLbO3B7golX3goRQn4QLKSz14EkbUoeLkczPLXgAAIABJREFUtzvKY8nPWN+X3d36FUk163d3AOkc5p8TpLoea1wiRZnA38uvPfO3xRS1f42qux0nr8yo2ojVrMDFghzXJ5bsIqK84xk8Djki9z21VUK8XkpRBrl8Vyjaw5bkKsLmocJ40Lm8f6vrAWareboa03QGfVhj1zHWxcTT0Ol9WLAZpNiho3GKe/duefgZvoqfenx28vG19/6nPu1CSqkhAn7+2977peqll3/ART/h0XzS+Z94vBxABmqXBYvz6NFwv7eD73Il3v0bJ3sAoKrFsMBo8E4S0pow+vbxiSFNTRVFUGAEU9CrW1FqmLA3C1GLu2jIAFqoNBWARGvZvakwJoecXXd1sxu1cUI2drM5bjaX241DNORqLc8rOLeoixs4lEKoR0NxeLmVYqaSWDrRUsZyogh/diTj/HIjCWt5JnvEtpXnn8TYN++iWosbDcRkNIkwtZVM3M6RzGuaoezXUIp41WI2Ld0wYX3H0ExiukG8E8cPH5bicuw91WlOfZCQ3Vpuv5jQ5kJMHj+oSWdiPlAdaJK1jL020dLRBcVGeRSxfnMICqrTlOo0JdpKYQEpgOnSE688wycSAzm8sDQTRbK0JEtLfuNwsSJZe6qTNIANnmqqSMMmxyV7I4DNXYWPYPDUs74bEZUO5UXT243sruCls72+tzoWydvmjsHFUnh9xC6gfHNH4VJxYnFGOkY9bDHasVllDL8hj8tUivxJRPuFLe3UsnrDsXrDEa3FlWb0kQAl1ZHEU67eUGzvSiqbiyF9fUX6+gq8ohjUTMYb8Ap72DFbFlR1zGS0JZ1WEDmi2BLFlva85Wwq00w36fj4Yq9y+oGPF6TIUErFSMH7L7z3/3U4+zKMrYR/n4XzHwOvPHf1+8DH3+P8TzxejqJntBSF6Xhv8NnrbpNYFvneC5rbiNqiLxQqzwIHL5xCZ6cGYZzTCjdfSEqa88FCXrzqfNuKQqMNUrAokmJptLgvd51kVQQLeh8cXfqC6J0TsMB5QVC1kl3daCjnHR+hj4/kdpcrkcMdTqWbnS+lMM4XqHUpaHSehWIoxgQ++Oj5KNBZjEaHoG9fiOROTlZev6bF38wws2BFFYUw8dZiNu0OWfNGy34rEsRYbOUN8azk6J2KZiw7vd4QoCsiymPRxDYj4ea5SCya8huLaTztMCKbW7K5ZfixxSZyX/G2Y3Mu9uyjj6owpuqd24qy++um8xYcxBtZGjVDUTxEW8fJb1VkT7dkT7dEpaPLJNlsdT8iXvn9nkmJLK06FI5ceeYp71lc4mkLxfDjjqjyO7rLyT+W7I5m4qmOBMXtMsiu+2wLj0sUg6fixmIzqI8cLvX4gaU8d5TnDjtwuEq6vjRvqY/FuVk5KF9rcbcpxYOIaCMIL56gTVasvtRiM3CRpz4M6PPY4RKP/62JnGqNc4rFu4eoWnN+Z4a7SWnriNsnU9o64pVXbvBe4b0ivox59PAYZRV60DGYlC/kq9orMl4AeqsQ6ts73vu/+tyffhnoEdg/D/w3z53/cwHF/RlgEcbgvwv8aaXUQUB6/3Q47xOPl2O8DTs62lYyZ6Not9T3Wkks43K9d0OJIrhdyGhpnZhrhrbYr9cSaO09fjSGiy3m+EgiHfNcikOwYgKka5qMYb0NnLtciuxiKW4teS40k6GQO3cBP10nxTOM0+L+Usn+r6qF6tKjt2kCSYK7nUtcJEhXliayQ+yR6l4aF0U7Wo4K/EC0wgeSsh9kqE5ChwDIxAuQJIZX7sjofDPHvnmHaL7FxwZdd9jAi3OJYfj+AjuS2+nGsjbY3MvJblvircOsGzEGAGwimtrBZYeLFW2uyZ81mErTjiLEqdhj1sHZpTBkt5ZmHNFlYpu0um8Y6oR03lIdGFy8Dx6PagkRj5Y1uolphxHVcYTuRK9aTwzaGnQjt59eV6S3ivowpbhs6YaGJpiMegVd7imeitEpgHpqWHy5I7+IqA4M1ZEmXolZaTp3gOL4dzzbE7UblsoTj+o03RCitezf2pHf/T27UjRnkMx7tBdWbzsu3zsmXu73kcqBqjS6VnRDj9mGPeNISMy6g+xRjI+E05fcGkwFZXBf7gr5nMY3Ed31GHtkiZaGy+8co2uN3qQMvjRjfjXk0QcnxPMgSXxjA/MMs9LEZy31u/t10Q96KPdC4Ns/CfzLwO8qpX4rnPfvAn8F+DtKqX8NeAj8i+Fv/wPwZ4H3gC3wrwJ472+VUr8A/Fq43L//aYKIl6PoEUi/21KKSJbt7dkROoYH6bCSEAqeBSChE0v1nQ1TXzDjBPfgMXo8lsKolKCxkxH2ycV+t6b03nXFaFGGWCdGBE2DCtZW/e33JGrfdbvUM7feBHflbGdL7+tmx+XzC9k36sOp3FcZxtugCd7pgXs35yTGT0dSyJ77gKlNKXrazomte/+c46D4KGsxI1UKf3aI6sd/B66QsB9ADDyjgXDqvOTfAgwebalOc7xSbO/vgY+odAxqGSnTWYuLEppJjGkcynvM1hNtOpZvyPNNl5blqynZ3Ary+7QmnRlcotncSbGJ/Jjl132R1DQD0E2GqSyb85jhY0dbKOqJQreKJlG04fUePa7ZnKcUzxraQbQDQmwmROTsWrz26gN57YqPFfkjQZrj0tNtZN8Xbz2DJxWojPlb4oYcBbB//CGAx+ZixuoVHP+OZ/a2cPK6AuLrGB1WwzaBaB4x+lBspGwquz+bQXZhMD81Z/10SL6Vr1y0Uvg4dKX3WwYfxKQ3MkpXx/K4be52FJSohPbNSnh43uAHFhpFd7dh+7sHZF9YU18UYjkFGK/QwxY1N5TXBSp/IYXq+xpfv+fNeP9/8Afv4wD+mT/g8h74i59wW78E/NJnve+Xpuj96PjR8aPjh+P4Ydfevhw7Pa0FbR0OBFBoW0kBOxQip+866XjSNGhiG+megiuLW652agZMyKKYDDHnAe12+/QyqhpzfCgjqnd7fSwI4XdQCIUlz+HoQECPQbEDSrx1kp2h9N5RJbijqEhsqgiIr89SiXMcBUjQBqXEaIjKM+lAw3Prd5pMx/KYApXFZ4mAGCDW8VmMWm/FbaV/zlcz/LDABUt61QcaOen+1NUtqnU045hmHJPOW1ysSRYt8brDVB0uNSjrcElANO/unVs25xHrexHx2rK+l2ITWep7rUgWnYyriSa/6sivOnTjKZ51RKVw9LrMoKxHN46oEjuqbG53Oz3lhAqzfC3BZoZsbiVLNxJyMAqKK7tzNZ6/maE7uZ6Lgx9fK1kY0TYoKMZw+A3P4Tc8o487ho9lnF28YUhXcn+be4ryPKUtBNWNNuK8PLgQTt/gUqyx0rlje094gZMPHKe/6Th8RzwEyzsd5Z2O5kDcmmdfkz2fzT1dLmToduRZPx0y/T2R42kLPoJm6mi+tAWrgvOxeAaOPwSMRx002JHFjixv/dMf4WrD8J2U7qTl9VevOPmxK/SzhOZew+Fow9lb17hVjFvFvHl2jWs17dgST2pxhHlRxwsCMv6ojpej01PI2BdFUmCqGv/kAgB9ciTorQ5fwpD9AEZGw6ZFHx3sSch96tlsgQ+8t17yhfc7T77dODwaSIh300pR7eweSAl62f66EEbPMqDKfc7FcCDvdYis3EU79pSVJJZCXDey59MKVp1QaHrEOI526WkeYL7E3zkJj6cWtLms8UZcmDk+QC3ENMCfSsSlurzBvX6OXpYy/lqHG+WoOEKvtuQB03JJRFpW4uenFdt7BfHa0hzlxMsOmxnGDzrWd+TjMXwq6OvmXKIf05VHdYhWNlUUly3xssEGra6LFaZ0RJuO8jQlWzYCmliRohXPOuqJoQhj9fp+tLNcmr2d7gpcOxBibXZjSWc15bGM3MWVFEwXCZgRbUWyFlWCpGqrOPt1KcYA1moZtbWhy2Xfmyw9xZWXXaCC1T1DfeTJQ5REcdFSH8i+8vbLitGHQiVJF57NqaGZgI8c0TqsJF7d0K4T1CYivdGkM8/8y4F7F3vimYyu2Y18jm6/5lCtws1S8qdmNwqjxKIquzBUPtl9TL/58A4qcmxesUyP1jy8OCTNW9JbjVunzMc5bWtIbuTxfPDsiLOzBbNVQRRZxl959sLsjn7YO72Xo+h5JGu2qnehOzroZn0PYGi9AxR6yokvSwEMIiN7OBAyck8JAenmkKxYwi5Oj0e7XA21KcU5ZTQUOgkEOkqM22x2BVQ933X28jdrJShoFpLWjsawES8+bx1iNAP+YIyer+R2B8E1+CjH384FjBkWAlj0iPRyA0WOTWPMYs1Ol9t2qKaV5wy4w9BBOrDHQ+KmlTSzbYU2Wi7fdvgiw6UZugoLKK0l73bWoKwjWYoLiosVbSGJZ/WBYfq+vBc2FU1tXEq3lCytmIWWnq7QxGvL8s0Bw0eyh93cy/DaEG0tpnZUxwnRVgrV9lST3UI9UYw+kseTLMU8QDSwmuJZw/xzGYfvtrQDQ31g6AY5+Y28nuWRIb+1OKdIFzY4wijaQpGsPKYUPW6vbS0ua2ZvZwyeWjZ3RNdrA5HaZuycVdIbdp6A3UAI1rUPMY5veIonivzakawlqDuZ6z15uBmQl0Jybsey1/OZk7yMoxq3yXCJwrZyX4MPDeXXt5gHOTaXtLVu6LGJUFmqM0u01oL0ApUV0GPwSLPeHODGFp91lG82oOE4bUkGJZdvBt5gZ7j+xgnclR/odfWCc29/iI+Xo+jhpeBtSyHZIigsICTlqhZqR5IIUddaITCnAmYo76FHdp0TtUQvzO/TwvJMgIJQtPrDrTc7WowqcrFnn68EEe5dj3vQAeEMqiQRNHhQhIxaUVj4mzneO9RgIN1lGEvV9WyfdQuByxds7Z2Dp8/wZ8eoWej02hbyFDNb4ULB9MsV/o17qLKR0bVu0KUUJXc0Jn5wJZm7m1LUK7HZpcH52ODyaJeb4RUkixbdWsrzgngTis+8pctCGlqhmL8VjBsa4cENLlrKg4TrH48ZfuzolNoFg2c3Ldu78kMzfFRilhXdNEd3Er948ptbmoOU4RNLV2gmH7asX5P3zCaKeOOkmN04tmepuKYMxUIqKiURrf+yxVu5z2YSkV81dPk+oczFMHhm2ZyZ3eXnb2bkN46ukEJtSofONMVlg9cJupHip0QVJvextmxPY8oTsYkSqg9cf0UMVNuxQ9eK9KuBFP/OGJR0ncUzyQUuPhSuXXRRUB97shtPdRwQ6w3YdYy7VxM/TNm8Ku9NtNZ0Ewce2uOONhC+Va0xW+ET6g7O37jh2c0YOg3GM81LHjw7xHwUwLM3t7SHLWqWYBYat35B461/MTK0P8rj5djpBRlaL9b3dbOzf/ertYy9w4F0fLdz0edmqXRd42EI/KnlVJbiNdd2e9XEaCiIadOiJ2MpKiFURw8KkbO1LeQZar6SHWEfGp7nUjycUET0aLiziqfP1DieijNKEuNfvSPPZ73BbyuxpFJqR5XpQ4W4vhX7+Dje7SoxRk7HhztpmQ4jrBqP0Je3gswWmXjqhfvUK0G17bTAFxn2/smuwKnOorY1eMRQIDWYdY3XivpYLNvFBEA+ydltS1SKe0mfJpYuhH+3vpcQVZ6jd1rW9zXLVzUuVjQT4fC5cCrPM7pJTjQvyb/5lMNvVaIIWTYhKtKzvhuTLCzJwmJqz/L1CJspkpV0blEVdnYRDN65AsS23maKeqxpRwZTO1wsj6Eei+Ji+brm6msRq9ehHSlxMNbQForbL2k255rrn0iox4rFGynDJ7XofedeZHArR7pyzN5OsInobOOVwlTC+0tnMt4VH2uSpcL+9gT72xO6gewTba6Yf17TjuTHQreAFgS5PlC7ndfmnqf4MEZfJXQDTzIzMGmJ3hbrdx87aBWqk1N+f0Vzv2H5RUs7djx79wRvlaSvDVpeHcxoVwnNnZbmTsvPvP4hdKLjbaeObvhi2rMXxdP7ozxejk7PREE6dQwfPJaOKArt+MEEP1uIDjb4y6koku7NO9RqI8XkOTt3++QCPRzIPs6JGagUFC08PivFCxDjzrqRcXQu3Dw9nQjoEMcyQo9HYukOEjy+3uxkaXTdjkvnuw49W+8DyHtDgLoRukwUCZhSB19ALYoIWiVj9iik0y/Xkn+RJuiQxcvBBHwie7+jqRS+vvsc5NBZzKrCFQl6sRX+4abEDQtcEWNWNfVdec7JFSjriBcN7UQsoXTnKc8TspuW9HJLMx6hO3lNTS1j7OCipRkZvFYMnkiil9diADB8VEvKGtIRdYOI6nSKiw6IN2Id71LD6L0ly7fHmNZjmlBobxzexCxf01SHEV2m6HLAS8bE8munOCMFEWC8DO+F8yTzGpNFoBIxOTjQ4KTg7QgRwTKqPrV0K83kPVFpTL/jWN9LSZee8kQCgHplyODC0eWK7KYjKg3r+wacFD5RqQixuJkGF5SBpTxV6BaShaI8d9QHwajgzDF4rGkHoteV11Sx/LwlWmlMHa73IMXqFEYec9hilwk6yMrKVYaex7iBRVmNG3aYqwTdgX6Q8z8vv/xdY+f//jtfkJZee3xu0VfP5cL8oId/yavapxwvR9GzwWTg4ka6uiyVRDSkFe1fYj0ZywuuJdNCDQrxmduUMAnk4afPMEcHUhSz0EHVddDbWik22+3+jes3xd7tOH5+WAhoUDeosez6emsp772gyrdz6UT7LNvefAD2e7oAZPjpCDZbASQKQW1VGkwN8lzuE2ARRt7xUHZ3ZS0jq/fh72vh/pW1SO/6TnZb4ZNYdnlK4YsUfXGDHw3wqRHFRR6L7AxwWUQ7inf8tnjZUp6ldLmiPoxpRxHDh1vidXCLNhAvO0xliSKFTTVR5UmXDt1KQXSJ2Wlp0Ypo2+HSYMS5lNfGa0U3zfBGQnpcJPffjgyjj0q8ylGOvWb1QGEaj25F0tYM5eN68G6JSw0u1tg8Fg3wQIfLCpjhDQyfhIIUSaTk9PcMLlK0A+nA+ljG6XesaHUT2Q0CxBuR1z37yYR05sEJN89rGD4iFESPqeU9WH6loztriJ4lVCee8fuKrlAkC49LNKbyqELRhd9aF0E8lywPl8pjTm/Ei8++WeJaTXGyoXwaPteZZfRQs7nPPvR83et1FdwaXOKxU/kuZQ8TqrsdPvJko5r6jRc3k77sndynHS9H0dM6jLPpTgqmT44BQUjRRpQIbSvFaxtMRL3fJaKpHsgoCtmfHR1IsYoiyPOdesEvloKkBiCjH5X74ui9uLSQpajpWGgx/XhMoKXMV9Ih5mIU6hdLOD0Sl+f1Bk4O4fIKH8xMuZ4JlUYp2QkOB/g0gbMTKZqdBWdFUgd79xWt8WkkdJmbOZwewu1CRtm7R6g6jLDBWdmOc8yTaziciLvypsQEpYYfFvhIOs9uFJNdbvGRZnuvYHs3I9oKTaMZaSIPt18e7Lzwiqc11XGCS7UoZJyQnpX1NGODTcBFiVBUEPQ2Xjbo2rF8LWEYfrlsrhl9a0YyiMLl+pQ02N7JMAEUiDeeZihRiqbxbM4MycqTr+X2169k2ETCxNux3FayFmna6FHD9iymPFW7/Vx+belyzfBjS3lo6Abi5lIeCziwPZXn5Q1ks9DdNjLu5s+E3uIS2aUly6D2MbK/q6fhR9Mq8AqbidJi/QqS9TsVw9Hqq5bxu9EuzrIrgEKoK+WJxxWOo9/QdIXC3aSMv22oDzOyr8jOcJjXzG6PSeaa8n6LMg5+bMV6kaJqg2oUplbYkG9rc096GZFfwepPGMzlCwIyfggoKZ92fOpOTyn1S0qpZ0qp33vuvH9PKfVEKfVb4fRnn/vbvxPcTd9VSv1zn+lRKNmv+dlCCmAqRpu+qgWBzFK5TMilUKOhdF69XKtpZdG/XOGWS0FSq3onA7O3QYU+HUGeSVfWc9ymQiVRSci17QEH60Qfa8zewQVkbOwzLUK2LnkmO7jIyGO9ne/ME3BebrOXzJ0d45druLgSy/frW4mXzCWKESX63d5sQS82wrXLUkF1g4+euVmhrJXTbAlth15VtG9IZoePI/x4gDs7xJ5McElEflGSX5To1tGNUnwkZgDpvCPedLv9nakdg6cd6UxOqrW0A8m/bQd776V401Fc1mQzQWaTeUsyb1EBGTWVJVmLjCyqLOlty/JLInxvxmIC6hKRjpVHEpDdd+CH71S0Ayk+xZUjLsWPT3Xi1pwtJKejGRq2xxHpvMUb8firDjTJCtpc0eaK6lBMU71RDJ51jD/qyG79DrzY3JPnE238Tntrqr1FfXbrJNC7EFnc+FFHdivh59FGQInsUUz2cUy8UqLzPeoYPJbiY8cdyZWhPPFs78pJN9Kt2VTUFsUjI2HhPy673NWbTviGHw1pPhpSNiFYPoJ4FuErw9Fog6r2Li/dwO2KUnvY0U4ci8871MMcXiD40PMlv9fpZT4+S6f3N4D/BPibv+/8/8h7/x88f4ZS6svAvwT8GHAX+PtKqbe995ZPOZTWMBruRPs7hDUJ7iRNI67DzsF8gRh95tIFqX3tNgdTKXZFAEK6DnN4IMXi8lquE4AJALVYSYFqhQqC0UJnqesd/UVlqRgLgBRT62RUDfw/1UvcvN/L04ze0Wh8nuKDcwpPrySmsshgWwlXbyVgBUG7qg6mu1wMlMIbvQv79nGEWm1lb9gTmA8nqBsJHo9uZNxV6y3u7BDVdKgGXB7vIyATTdRZ5m8PmH57g+rEwr2PaIy2luXrKaNH8qNR3s0ZfNzsHJd146kPNO0gIr2uQixDRH0or0e8liJo6pZ0Hsl1Kks3iBg8Kdncy4XgHJqkPgy8S2X31g0UXZqR3QrSChCVlupIbj9ZWUwprjE+0TTjmM2dlPlbmvv/a4lyCfM3zX5830oHa2OFLsS8U1vP6COJasyuFcp7tA27QKQoR1vJztjc1bjY7wi+9cSEiErwpu8MJfjHpYp4Bcu3ItavyU6vsgqbe5K53vH0dOupWyUgxlxJtxx7eJqiIjClorzbkR5LETwebngwGBFtDS7yqFbz5MERyUlJs40ZvpNS/7EN7UI6unhmsK9UJO/n5Fehs3xBx8te1D7t+CzBQP9bMPn7LMfPAn875N9+qJR6D/jjwK9+yp0I6uq80EO0kc4LJKuiPyZDMfDsKSKLpfx3yLgAQBkBMOpGCtfpEay3O6cV33WC1PYGBcbAei0I6mqFbzuUMajDqewKlRKrqqWkranhQACUQIHx84WMv2fHYl4axwJ2NH6njVVtu3dRXm9kVxhsqHxkQshQtjcUbVop+nEs/n+907N1ELMv0P0+0jnpYIO6xJ4foKtO0tKUwqUxPjaYTTBAaMVC3qawvZMz/GAJRuGSvedefmPRAWhIbxzRqsZsDf4sD+4ssHw14uRaPOXiRYtLpai2Q4OuDdoo4nWHi8UMQHfS+UqQj6WeyOVdLH8zjWRiJEv57+ymZf75hMGlw0cKHTpI3UiA0/ZuhvKCzDqjGD72zD6fCQn4dk8PqadCKgZRa3SZ/Ji4REbU8lSR3orGOAnessoJKXp9LyHegG5k35YsexWIpzzWVCd9EYP6CLJrz+a+whmPUrC57/DjFqWgPFCMHvZZv5DegnLiqTd46mWnOlV0I49uFelVBLLl4cGTY7ILQzv02IlFlZrkOqLxCmUV6y82sE44vi8/rrPRADw0h5Z0bkhvXqT29od7vv1Bdnr/plLq55Ag778UPOnvAf/ouct8qovpdx1xJMWgSHHXYpSgkmTXtbHe4vpAcKWkUNW1KB76oJ2y3Mu+TIOqBJlVWSZ7qCjCzhc7wwFBiqPQ0WWSJqWVBHX3AeFtu9u37S5fS+iO1gdSUENokCpyeTxltbOgUoNCilccC8K7S17TIdsikv1jXxg7Gel9EssoXQmgQdvh0wQ3KdAPLneGBmolaK3PE/TVXMCfNEJvatxkgJmv6U7GwvEDtIuwRpPdOryG8u6QqNw7ANtUrJ+uvxoE/o+6nVlmettQnQh1RXee1RsDTOuJ1pKrASJPa0cx2nqSqxIVa7zRVKcxo6sN8TqmOop3Y3CXK8mviKWYNiOFqaEZJuQ3QohWiZCPQbrB8kgzfU/CibyO8cpz8+OGeC3i/+zGMwjh4DZWRKVn+ZomvwK8WEzZWJQQ6dKzvivTQg9k5Dd2Z4dfngggk6xkjFTW7/z10tvww2YBJZZWysr5LglFdurxVqPWEet7cvnsVvz6ukKee5dLIUUrknlwixl49DfDZ/nIUt7pIPYkl5H8rVaoWuMLi0ktdhWz3ITPxOOMuFT4L6+olsPd83oRxw87kPGH5en9NeBzwNcQn/v/MJz/mV1MlVL/ulLq15VSv964F+P19aPjR8ePjn8Cx/8ftbfe+8v+v5VS/xnw34X//cwupsEv/xcBJvGpJ06CzftWFv9FWEI4u7d+gtDlaZFwDQpBZrfPBWvHCX61ErR0UOzHZq12Dsl6PN4/kFi6rD6GUg2CVXwhmbZ+EzhvwbXZN608vkGBu7wWreR4JON0ABnUphQg4vxErrNYCQKdpfIroxR+vZb7Clm7PXUlvKbizafFFLXv8tS2ksfy6Nk+RCg8B5xDXwuyi/foVUnzyhFdYcg7h24sbiydm56tYZCKXnUj4d5911WexNRTTbT1TN5vd3dRHUZElSO5aqnHOeMHFZs7qcQ2ttAcJDvenY80LlFUI0OXD2RsvK0oHm9pD3KReG0dPlBuukKIxcOnlnThaQtNO5DfT9M48CKRS1Y9BUUxfa+hGUeYWgAFZYUDZ/PweKYKHyg6phb+XXYjyWrtQPHsJ2OiEsYfWVzUJ6qpHTdxexLRjIXSkj/z1IeK/NJj2pCo9qRjdS+S7hSxf8+uhFeIg+1d2dV5rVC3CaMHWtQZ+wA76kMlt/XQ4SJxTm4mwulzsez1eifo0Uea8kRRHXuaI0u8MNjC4wuLXhv82pC/skaFNsx/bkW5SvnC8S3fvixw0YvRIfTk5B/m4w9V9JRSd/rRU3qvAAAgAElEQVTwDuBfAHpk95eB/1Ip9VcRIOPzwP/16TdIMA9oIE1DDkXP+TJ7nl3TyE4NdktqCQga7ow4/XqDGo2kUAbzgZ4QLCixFJKdT10rbsi9153fip6XONqFbSujd2gqSu0Ly3AgapCq2is4VhtBoEcjob7Azo/PrzcyHvemCFo0wX3s5W7PGOzlfRyJY8pqI5Sd0yPZ+x0f4CONmgfDgSwR2VlrAx9O45OY+HKJGWR005zodoPvP/hxhNnUxOuIdmhoBxrTGHTj6XIpeO1A7UJvbr6UYRqPaRTbVwfk1x1tEZHdSuEtjyKc0TvtbbSSHN3RgxrdWrpBjGot1f0h8boj2ggo0RelLlPEG0+8tpLFcSj603gr6WXprGP1SkIWMjKiQFLOrmrqo4S2UJhGEs7cVqziu1wxuJDL2UToKMmtp5oILSQqhcdXHYhpQXHtaIZ6xx3sP2Pib6eYvmcFYTaK4ZOW8jjaf3aB/FIKmFeAh+FDxfqVIF87bGiv5UezHclzcAmoVqgv5akmXnvh9BmRylW5oh17un5Ts1XYwuMST3xQoa4HNPda1NZw/qVnrKqULO44H8pS8ne//QoqdjyaTcWthefSz3+Qw/sXZSL6R3Z8atFTSv0tJGbtWCn1GMmY/FNKqa8hjexHwL8B4L3/hlLq7wDfRHIt/+JnQW5xXnZnTYtKgmlnbyIadmikiWhsnRcgousEHHCBehLoKTsTUS0B4CqoFdxqjT6VrbCCfTCQcztHZhWQUl+WMBqgB4WQkaMIfyxUC/XwY0i1IMqd3e0K8V7Q56aV7i0yUsTD80MrKdgqmIaaECXZdaITDvm2gBCP41gUF86jogh3foSqWnh2LTzDNMEFBYcbJphFiR1lmEW4nZB/oaz4GLks2RVVlyW4LCKeV9i0YPRRSXmWyW6t8sStx8WGNvDpzv/hnGc/PaEea5KVGBQs3kjJby269qSLPSgB0EyTYAfvcLGQiKs7Q6KNpS0ioalo6cAADr7TYipLM4kwVci/DY/FGUArDr61pRtJNy9h333ymGJwKRm77UCQ2eW5xqWeTR32kAuHM4poa0kihbayN7z+miK9FjWEV0KKjtehsFbBHOE6hHJ7GH/U0kwibNYDM3tUtEc0u1xQ2OZAwI38SlG1KdUdcVwJHhT4yGM2Bh95oo0832YC+TO/Q4azKwE55DnLaxGtFc0yhdOO8eEGO9VczUYkaUdsLPNKPsvn92+5N1yglefX3nnzxXZnP9w17zOht3/uDzj7r3+Py/9l4C9/X49Che4mS6WQgHDmANpGxsAgnqcJhSDEP6rDqaCafXj39a10fXEiIMcg36OcbSddWdPi37wvd315K+BJ0wqPzhgpZKtN0OjKyL2PkMxFxB8Kr3eS5dFz8fox3G+2+xE9MoFHuA4UHC/dZDAMUMu1FMFhKL5eCrs7PUAvtwKYLDYy6p4e45VCVTU+k+dsrlfY4xF62+CKdKe7FRKtwWwDETvoa8XtuKEbi9NKM03IrhsBMFIpJpP3q10ndvO1CbqRoqActMOI6bdLukEUrOEDHzLk2CbLlnhFIDF70qstNo/phjFRZVmdpGQzS3kUKDSpohlGFNcWm2vyG3FkLg8N+dZhE409SnejZ3bV0A4jbKLJn9U8/RNFUD5APdaMHzhJMAsbD5uIk7GLlQT5xDC4dJhG1BnNFJqVRjeIjA2YPGjJb2BzbrCZojrUtAMp+qt7EVEl6LAJv83tUPS744cCmHR5QHQPIdoq0pmhPvCMvi4sgOvHU/KroFeOBRX2SgAM5TzKKaoTTzeS9yy+1bihI14Zig9jusKzascwbvGN5t7xnKqLSIy891UXsW5TKYJOiuyLOn7Yx9uXw3DAC0rrOyshPc5JuI/RgtBqLdy9nugbmUBerkTXupUoSL8txQA05FmgFe5GliL6YMpO1A/wrQ/gWx/suzFjdtGS/QjrmxY1LFCTkehmo0gu12t5e/NPEH5f8AT021KUG8NcClkTTFGTWAqsd9KtPj/GIyisWm1lXD0Yo1elILi97KzP0NAypqttLaeyxlyvwElBc0WMKhuauxPsIN4TsY0Co2TMDb6E7SQhWbaYqiO92Ox4ei7RlKcJ5WlCfmOJt0KpiDdCCt7cy7C5RjmPWTeYWgqV8h7VWuLbLS7SQm/RGuUhvdyyuSPKDa+huOwoLjsJ1N6KlEzXe9mZskiiWqYwjSMqO6KyY/1Kho9EGeISzeBjh3JggvFoPdHEW/HMS5ZhjzdSXPy0YfmmaHO3x8EsYeoZPvQ7NDqq5FQdGLF56iTwux0qRo9qyf910vlN3re7y+fXntFjy/JVsZ3PbmH7ZouLxZq+HcLwgRS768diU7Z+owvhQHL7zUT+Xb7l6QoYPFYk14bk2pDdKOKFJqqEzKytxAB4q8B4Hl4ecvHkgOv1gOv1gOUm4+lyzGxVcPibEcMPX5D4yrMn3X+v02c4XpTwQSn1Z8J57ymlfv7T7vflkKFFRsAH50OSmNtxgXrqBmWJX2/Q0wn2doYej8WVpTcPDS+0SmIBH7SSvdp6I4UtFCo1HMj4d0dclVUgQvu6gTaAEaHrVEaLGuN5d+Wuk53herOLZaQVPh91LfSaIpfwoZ6cvNnI3k6p0EmmklWrlAA1dS08uzNJgtazNVSN2GhtQ3C4dTAdoZoWn6e4QS7yM4DqOd1v3WJaAS2SyxWuSFCbCns8InoiNCCfJfgiFUfjzmE2Dd4ouoOc9LqiHSeY1kl+BDJCdnnK4MJRT+UjM35/zfKtIV5BdVZIBziSH5TBrMQNUuJZSXtcUJ1mpDc1dpiQLB3L1yKGTy0mBP3UkwibCpjQOzebBgzisqI7T3kcEZU9uVqRzBqqk5Ro0xHVUnjqiQ5dknSkZuen19DlKQfvWjbnJmh6YfDU4iIjJOILGD61bAZyH10unWK8kkJqNp7F6ynpysnuMFZsT/UOyHARDJ94jr7R8uwnY9oR6LWhObKoRpFeG7Z3FJNvRrvLt0OhpcRrRZeBLWQNEi801anFxZooBAmNH1jR2irP6jWYvAfVmaf4dkpz4Dn+iiQlXjwNUY+too49ehmxuceuI30hx4vr9P4GP6DwIfz5PwX+WQRI/TWl1C9777/5SXf6chQ96wSoaFvprrIUN1/I3zZbARPyfGfHrsdiB+97oCAUDwCfDwX4iCLpvEK8pOwLE3Eibhp4GuI0D6fCkZuM8W2DynPss6sdwqvGQfDdp5K1XXBeGeJu59C7LHedFEvrhFTcNLAKTNf+ly9NgtuKdIuewENMEjEouAxFyUn4uWo7GdUjg1/PUMmhEKCtwx+OdugnwX9PWSvmA0MZq12RSCjQdIDeNpRfOgcgua1QrSW9qaiPMnykaaYp3dAQrWXEbaYRcQAMbK4pLmtcpCW4515GO0kZfbChnaa4SJHMa9rxfllenWRklw6bGpJ5i7ndoJOYZhoTlZ5k0e0W4sWVdGr1WNMWWnh/WwkiikpPelMT59Gu4Crruf1SIcWulBxbm2hGD8WVevmqmBD40NS3o4h06XZ+eenCM/uyR7ea6tiTLBTtWLGMI5KVD9cROVozFaLx4Am4QqG8mC24KIT19GvYcy9O0xrGHzmaocRkmpuIeAObe47hQ73fAXayp0tnis1rHemziHgh3L8u9+AkCa0bBDR5pkkXwiecfMeTrB2j70SsX3PEK8Xl1QRzkWLuS3WzymCuE7QlONZ8X9/I73m8qPH2BQkfAN7z3n8AoJT62+GyL3nRCys3FYqFr+rd2Gnunoszcd9ttR2qiGV31189y/BHwdn4o8eoOIAfWoETRxYx8RS0tdfvypXVd6eYNY0Qlw8n+A8fQVwFknLYGQZtro8jVBLvAsC7R1dEd8538jNBgcMWOiDNNO0un5bjQzEoqGo4nEgH13erQdvrIwNXN6I6yTIpuEdT1HqL+vgadz90q8cHUuziCHs4RtctNoswVYfyDhcZINrJvvAel0Yyct5UlOcFpnGks5b1XcmMGD3pSG9l59gNY9Z3UybfXrF8a0Q26zClgEXJbcX69QGmjomCGakrEpJ5QzvNyL9zRf3aEdvPHZI/WuENFM+E+BttpVPtd3XJxlE8rVm9Kq9bPdaMHrc000SMSm9lvG/GEelCrrc9kajIqJaEuGYshqJdureW6lIDWkAKU8kIOXgsoEc2g2bEbsTuUrlSceloB2Ldrrx0jnUi6o/1faGxlKeKJMiyxx8EmowSm3vdQbKQz3ZbwPCBxuZCnAYgk12fqUE1mvq8JZ5FDB4qqi940pnGpuKoDHD7NSmMNvfEa9iMDN0A4rUoMnyjKd6eU30jfA8KcZyJShmDezv+F3H8E0Bvv1/hw6Pfd/5Pf68bfzmKHggwoLSMn9btOq1eqeA3G/niG7O/bJbuEc9LMSpTcSRcva4TTa5WwdIplwLj/f7v4fJKqd1tQlBdzFeo6UQQ4DjemReQxPjJKCC00U7+Ft05l9vvNb190YU9JaU/kliKbdvK3nKxEpCm71aHMsaq1uOVRg1y/KaUwjbIJeYRJMwbYGvxeSpOxY2lm+bEV2sJEWo6NKDna7JuL5q0RYSyTpQToei0w4ioFprF6l60y6QwjaCZ9UlBNpPnoeuO9etDdOfJrlt064hupfP2aYwdSKHqziZ0heTc2nFKM9CkS4eNFTYgvtltx/peTH5jWd/PSOeyN0vmImFLb2vWr+Q7SowaROSXJdVJRnHVUU8j0lnL7K2M4tqSLhzKyz4QBCWOKkeXawbPOtq1Zn3f0BaCECcrQWpRe5cV5aQA2kzMS5O5FyrPSApduvTYTO27yWF4rx3oBtave+ncYohXUB3Lv5MP5D0oj7T4/BkwlUJtIszn19SrEaOPNNszjz1v6JZhnfAt+ZHKbjzzt7VwEjNPc2gxawPGs7wRy3qQ4toNHVFpMA07udwPfHx28vGxUurXn/v/Xwzc3E87/hrwC+FefgERPvwFPln48AfhEt/zEb4cRa+nfHgretp+twdCPI5DN1dVUpgCBQRjcIslejjY6wEDyZkk242kKg3j46bEN7+PQRMMRFUqI7U+PBDJWL8vPDmE2VJuEwRkWaxkhO0J06FDVVkq97Pa7A0K+utoLSahz66lWF/PxO8vTcSm6jkbe1XKWE5nwTvp+KYj2W3WjYAop4eYCwFpfJHJiqBz6FK6ITcUFNcViQQAjQt8HJ6DEpPPeNEQVZZ2GBEvWnyiUZ0h2iraPCK/Cj8M1gvhOFbkT0u6YYLNY7LbFpsaorXsFKtXRNqXXqwx6xqXx6jakj3d4lNDM0loxoriypGGJDOA2y8lwezAUB0rjn+nQ1lPdRxTXDR4pRh8/N3js0vEUCBaN+jGUU8lg7Y6MMF1WWzlgR33Lp11tCPD5tzgItkNoiCdO9K5JLP1uRrVgaY+kGAi3XiaqSLairStLRSbM+HTbc/ltnUn3VR55vGRZ/S+FNHFFy3x0hBvZGRexX0hllMxc9hUU9215P/nSEjNS4WPPeYioXgqt7960zF4olm9JihzVIaw8Dqiui/vefo42fEAlQd9XGOXuYSgvyD0VsjJn+m2rr33P/X93v4fUvjwmQQR/fFyFD3rZC8WOh3SdNcxEQULp1YoJXqQBa5buUs26x1TIAAfiyXK52I8YIMv3eW1FBilpKj1dBLlBQ2ua1RR7P/Wo6XX4l7iensqrSXHo4+b7B1WAnXGX1xJXsd4uO8+xyPhzG0rGWF9oKwk8T4bpMh3pgQECg1JLHSdusWn4jbDaiPj8LaSXR6glmKNb7RCrUvc+AjddLSH8hzj6y3oAJAAzSsH0smMYqGpxPLljxY1zWhIM5a9Wg9MtIUmu7Vsjw3K5uKXFxxh8gdzmvP/h703iZU1Te+8fu/wjTGe+Y6ZlVlZWS7b7XbbBnoDQoBaDUJCQgIECwxCarUEe1ggITUbNmzYILWEBWxaILUELCy1rJZaYoEtYxq7XV1DZlZOd77nxIn5G9/3ZfG88cUtq6oy7bymb9n5SqHMjIwT0znxxDP8n99/gl03ZE8i2t45wWCdTHHTTL53FeTPdqDG7C8t0x9VtHMJYqff79g8tKRbj+kU23vJ4VfD/k5Kvugxe7kA2K2IlpULLN8vGT3r6UqhP/eFCJubiaK8ieVzFzC1l6DWHwKb6PuypWSKzVwxfuLZPJDXXL6IBkARSGpfhCiWFg+OvkzoR4puJo8xeqTRDZRPFfUF+AzmH0Tq8kN5/aPHkh2CZJ/5bWD5nqa4DpjOSK9zGcvrx9L/a86iTOdas3vo0LUmu1Usvy3Z6OiRApXQTTzN/ZbJP5X3dPPtDmqLSqE978mfvsaP+p8jZeXPsPiggG8ppd4BHiPDjv/gZz3GmxH0vj5fn6/Pz835kpneF9/Pa1p8UEr9Z8A/AAzwWyGE7/6sx30zgt7BcnG5jz09x4C97VqCFkaYslZ6X04cx8JmK7KPpjmKmfteMkWQPlwQQ2114O5phT49GbKkwwaHKgqRzUSQKNYe2Xt1I/u1vIK6ck4mryH82O3wXqbHe4s/9A3jP/1uL0OSrpf7GRXSqAiBEMLgljZ4bKw3qDQVR7TrW+klziaSuZb5YCqudhWhENRUGMeVs8yiW2HO+XGKud0TRjIgsNuOfpygG4fuDM1JQnUnp3wSyK9rXF6I5i32q8rnsXxaC0TUVoHNg5R86XDvzPGJ6NmSKvb0Uou/d0Y3TXGpJtl0Mk1NLXbbUfae/d186LmpICtk7URoJqaVNTjJxDr63OByQ7KV59GNE9q5Jb/pyG+VlLSNlKEqaJqpUFT6Qu7fW0U9N3RjRX7rKV96Ng/lxa3fTkm3gbPvNgQF88jvu30/IVvIlFZ58f6tzg31qcZlhvlHjvVDw+iRPMb4sZS97GSQUZ8HqlszDD2auWx+7B5IwJh8Ihlo0OCNonwmWaXuZLrcThTZbRg+Bu0MZt83NHHTY/y5YvVXWya/K++NCMnt0PkqP0lItvJzprIyVHkd5zUCBV7X4kMI4beB3/6yj/uGBD1kYX4yPlo2HqarUeyrpxMBA7g4FMgzIRanqaxzHfwoorCZLIWdXDfs4hJXzeJWh/xAJ/221ToKoZXcd9sdV9VCGIKwSl/ZumhbGVKAlKMnU9hsUCdzkbU8uBt/PMB6K4EzBClbrSGstlKm5ZloCw+bI86JGDuy/PTtGn9+gnq5IFydolwYTH+G57fc4B9corxHffoEPZmg6o7+bIzuHFhD9UDe02Tdo/qAK6z4XUR5yO5BIcMDq2jPNPkq+syei+SjeN6wfrcg2fZMP2voCyO7urWXHuHzA/jV0k1TklWDGqe0JynpssMrhV3XmNoOqHiA+lTTzDXJJgz9uPGTlm5k2TwQO0gUw+6wyxSjRxXNWSYawlyABdNPO9IN9Llh/bZl+mk//H1ly8DyPdnT9VYxfuxYfdNQPA90pUJ5K0OWCDWw+8D4ccvttzPKF4KbP/2DG5p7U/aXUn6ffChGSQD1iXAAd3e19OqeQfmyJ2hLN5Zd390DNayruTTw4jc02UIgCa4DPEw/9TJUiV4hByZguhLKsqnlC0L1MPogpSs9ugPVK7IbdeT7NYpkB9ktrP96RbN5RWv6lc5fgt3b/19O4BiUslR6YgdystKROlINK2AqzyWjquKif1Ud+2GbDcymx/ubjAnLtdxvzMbUePTje7F5gqKUDKoRRH0YFVDXknkehgcgwxTnBIyQpsfHsVb6bLNppDmrwcYx7HYydW47yQrrRoJzmkA0KldJcnRDa9phQqu2e2Hw3SxFv1d3kFj2v3BF8bnoJVTX4966xLxY4S5nqPNT6B3t/RnJyz39SUE/SUnWsSe2kU2O7nIiWdCpJak85eOa7VsF9VwoJsla3qP6O2OUC7jccPLdNT6VjCLpPO1EskdTuyFouyLB7PsBCqFcoJtYknWHG2Xotid/scfnB9KyZXc3gQDlk5r6KqOdymPYOoj3hmLoh+0uDUEXsjkyUmzfEhrJ7bdSTj5oSTcKtYb9pbyHZ/94yeo7M87/cM/ufs7+UqN7xeUfNOwvE2wTqOeyYubSGGQ2gc3DVDJUrchuW6q356zesfSFTG3v/G5LOzbD7dONTI3X39C0c8XNSUK6DuQ3nmam6SYimQEhrKQrSJeBdqZoZhIY1yciYzF9NDk6rNJlxPcjGokr2N9zgMBgdSswA59IQDJ7xf5ezCR3yU+eff5Zz885RPQNWUPzMiU1+gjeTI5gUHUyiwSW9CgvAdHXZbEc9T5i5TvJ2vqeUNWE7X4IlgBYi1/cHtfKQAYQffzQKi33H423D3SW0Pei0UsSEUtrLUOPaPMYmnbw1wjraEhkjfhmxN1hVQoGy293qEJQ9iESW4L38OJaLiDOZ9u9vOY8kyB8MiUUQoUuPl3iy1Qu8zF4aL9xIdPbRDw+0s9vwShM1WHXDT7V+FSz+eaE7mqK3bakq5bxo4agFPZmKxKU28D+ToIbyWX2o3qgKK/en1BfZQSjMVVHuhUnMd062rtT2rtT7Ms1dlXJPzcNdi8TXOUD9VUmAXScYhc77GJHfWplJ9bC9q1icG0jRA1fALtzKAfKiZ4uu+0wrcc0nju/10XRsRh6F9dH715bB+q7Y6Y/2ODyaB4es8nFL2RoxyBkNm0YnMa6MpJZ1oF2qnjxazntVALc/p6nPgssvpNLiX0jj99ONe1IsPGmkjKVqNvL1p5sIdaWfQGTTz2mlkDel4Kcamcx68skKJo2MHosF+WgnYmHh92Jv8fkIyPG7fFPNdkq3NThpg402J1i+hFkLwzTH76+NbS/DB4Zf/5HKdRmJ9KR2VSW7Vfym9SzKWFfo+ez41YESNaUpUNZGnbST1KHErXr0RdnhMVSSshYKgoYwB4zSThOgQ+SmKoWFl/dD54Xh+atoKwk+zuQjuWJRiBCHX+26yCuyKkkEaxUngsDsOsku0tTWSEDmE+P/rnbHaosRUITsfDKecL1AnV+KjRoYzBPZHn9gIf3vSUkBn2zxp9NCVYLNn5X092f4yJMwO49Zi+P284zfKIoH++pv3FCftPRnCaMnrSyNwvozrG7n5FuHOWLTjYjNFT3Rod3ELNuYCK91P5iCgp0keDKFLtp8IXF7DuyW832nQnl4z3tlfRJs6WjPkmYPOkJSsy8VRDJSbrsaU4T8mf7HyMzu9yINrASgoppBEO/uWeZV+KMluwiOTlT7N8ekd10Q7loK0+2gmTncFncdrhrBo8M3YuouHwG+a1nd8+wva+ZfuII2sTMSTJYkEC8v9Ckawl0faEwW6jPFASBHZha1seAwYoyWwaypaC15E0TsXR9KeLobHlM0VQvDnEo0fytf7FD7w26U7jSUzw2zP9fSRQ273pUr5j+KKC8ABBe2/k5z/TejKBH7LMFP4AE1GEYcTC/aTvZqz1g3UEa/QdXtCgSVtOxSFbKQoLHqJT7SGNmlyZSxh7QVX1/HIIoLVmnVpJZeT9ADgYjoWj5qPJcem9V9NHYt+jTOfhUXkvbiYUkIrDWVxdiWn4yQzlh+vnFregRm0Y+Q4etE6XAGtEfdj2kCX5aipC67fDziRgFxRLY3GxoH5xi1zVunOGzU8ztDt31+PmYUI7pCzuIkHXnwUsZeshs6qtCsjl1VNz3pQQZ3Th0L25n9UVK0LC7mzF6LNljO7XYaYau4uAmBOqrknzXYvYtuu5xY3mPddXTTHOKZxoVxdLtLEX3ga6QYOcT2N9VnH0X6rME0wbcKKF4LGt9yb4AF0CJT2+26HBZggowfuYIVkkwTA/ltbyt1WU6ZHEuVRFSIN69+wtLug3DipVppI/W54r9hSa/gWYm2r5Dj88lEjTlMQKm1jRzQ770tJ1w+kZPPKYLXP+yoT3xQxY0/VBWzuweqgsJgtNPHe1E004UV78H2/tqeO7tLIqe3xKyi2kgf5rg8iirsZL9re7EBzCB+YeK5fsa+7rB5D/fMe9NCXqRVlLEXl6eS/CJR0WdnCpPB58JKqEIh074depVjRuIhs6YSGjZScA8cPhgED/7F9fo0UimocuN9BBnU8Jqe1w/c24w+QlNO2xuEPuLoWnkdr2ToDweSZl9sI6MlpJqMo6C4yMcAR8GoOir3rpUtfQvQTLPQrx5Q1XDWPqP7kQGGXrfkD5aRP9cUN7T3ZmRfnaNansIgezmmCWrpiOkFt32pEvEVSwxrL+RgxINWX2eYvfyieumEpSqqyyaTItRz/ZhxuTjisQo7M1uALn6MiW7ruinuQQ2pehKi65k33b8uMXnBh19e0ePasJb+QAJyNZS6u4utcBB17KhsXlfxM+TH65oLkdoFyie12zeLpk8cjQT2fZQTph7+UvJZpvThP3l0SrRZ5JFtmPD9n6Kt4ho+rkffGkJ4pPhMglu2gXyG9Hs7e4ZymeebO3JPxUjnvrhDELEWEWjo2aiIUCTKmYfeVbfEi0fgG4D0489N39FqKOjx4r1Nwzjx55sKRsboyd+EFjv7hi5/7glsvrFnuylwW4lMFYXDpcZdOz8uCxw+9d6is8SMSu6//qaesq/4fXrF5w3oqcX4pI+zhGmY6GdKJGYqDQ5ykvabujNqZPZcQLrg/T2slQw8rOpBJ2+H8gsoRHLRlWWkq1td7JxoZTQTKpGDLfLXLh3Wg33f+gzQhy0pIlkl9Pxsc+XJJJ5HaQrNpp0G/HxJU6l/dlUfq6qJMPU6rh9EqUrQ7l99xzilgcH97Q7Z6i6QTUtuunQjTindfdOcHeEsBESQ7KIk+t9DSFgrteozqE6Rz8r0JsaVyS085T6shhW0EDEyN5KGRm0wlb9IPDtcynBqjNDcd2z/mYhRkAXY4LVMmF1gX6SkfzwMWiFyy268/jU0J7mNCeWbmzpx8LYUwGmH+4on7dkt9IfK196urGiLxXtzNCPE9K1I107bv/KXCQaAXxmSLcOUwfKa0AlQaIAACAASURBVMf40x31qcE0fuhh5tctyVYQUcW1J7sRL17TBpqZoj4XYXI3EradT5BKsw80U1lVK5+16Jh1TT53LL+t2V0Zbn/tnNtfO2fzMJXnWUB1pXCZongpWV66CbhUMf5UiC3Bwu6+YvNQMFSTT4S7V5+F6NMr/D+A3ZVhd2VItoHqSiQ3tkICYC7Di+w2MPv9KOvyCuVl3zZ9Ycn+uQXL74RjMP/KH1ZEnPxFlzf4vBGZnjKasJFdVxYr1HhM2EYUetOgTueorhMYQVWjT+bHwNT3Mig49BmKuH4W+3iUhfTGxqOj1MX5Afuk0hSidASEpqKyVKa1iSWsNlIqR9oKLxdShgNqE7c9uo7QtNJ/63s4mcFyM+zrqkzWzVSSoDaVkJzbDpULnYVDrzE6rtG0svnxVDw4Bg6gVuJjG4cuKkJIQ5HJIOE0x+x7dOvQyqF6JxmsUgJcjW5ojFO6izGm6mjOUkwTaKeGZO9xiaG+FK+HQ3nIFnTjMZ2HIFNRb6VPlewCqvfs72YUh11gBdmHL6j+6luki5p+kqJdYPONnOLaCWl5bimeSmDe3y8xjQwTglaMnjZ0Y8ud3xNYqBoe89BjDOzuJugukK08pvU0cwl07WnO7IMd9WXO5mE63D5biSdHM9Ok28Auup+ZOmBvpce3fE/gBSBWjn0ht0XB6t1MyuxEsb2nOfm+l4x32L01bO9pyhcRJ2akTZCtAvuL44R1+rH8/z5TNGeyCbN+V8pjFaKh+EpK6X1cdYNoOn4tQx3dBs7+QPqPLpfsdft2wGWBUMRyu5Y1uM0PT/C5pzl7PZFIEV6bOPmf1Xkjgh5Ki6Rjs5Xy1ppBYKzyTIKCcwwG32kiwaKqZYLr3NDTC1UcerQdZBEUcOi9XZzB7UqCUCyfg/OoIBaRQRvRz7WtwAB8KrdLEqEbg+yxEsktLuLiq2rw2lWzKeH6VkrcA1rqAAjoYtDRakDRh7pDTY2U4PqYeIe9DEz8bIy+XcO+JhQZbl5iDwOdA0Nvs0e3HYlW+MKiaylfSRPcmchN/Olk+GJIXmxkamwU5Wc7Fr8yZfZRhe493ahk9MzLECDGvOV7OeMnHcEp9peW8rpHOTCNIyiFTzWTD7f4SE4OVuNPxuQ/usFPSsyuo7pbUD7rosjYSZkZzceL5zXNWTasiuEC6UIYfypIAEk3ftjVtXth8qlMkVSKbNHRzESgazcd1VUhwIJtHGSkCp8qTCfls4tY+PGjHjQsv5mw+LaV5xR/VX2hsJWKlo+y66oCbB8IeaWZKZqpobyOa2hPHbo1AlJIRRydLaOYutQQFO3sCChQQfp5+bX06ZI1NKeB+kyRbCHdREPwkyPIAA/jJw6XGoKB+Yc9i1+UXuSd/0tkMet3ovdxJt65PgmkC/NaKSt/4QcZSqnfAv5N4EUI4Zfjdf8L8O14kzmwDCH8amRjfQ/4Qfx/vxtC+Ntf+CycO5JMzCveEkDYOQlSxgz7uWEjAYg0ETnHeivlJAz9tMMerxoVAxxUbXbHocfh9ufTCCJoRZ8XpFQN4xL/9IVkXyEce4VKC3zA2qNp+IEO08QBRp6JnGUWXdeilg9j5L56D3kmyPd3H8B6L3Kdgxh6NpH+YJGhlxspb42GrhcPDKXw0/JImAmi3zOLLe7hiRh5jxJ8dkI3SUhWLSHPh4ntASfvxhl9YRg971m+X5DsQzQAioOMuNFg2sDmYcL8w4bT725oT3PspqM5y0i2PX1hqO+V5M+lDdBOEuqLGdPff4xmj5+V5C8bdOdxjSVYxfizihAFys5q0mUHQQTTZu/wmexc686jmkA3siR1HGppxei5H0TV7Swl2fqBBN2XmmTnGD2S53P7CyPp8xWCiy9vHNW55eWvJsw+9pTPhX/nMtmbBcm4ukaCXn2qOfmgY39pGT0JtGMJfO302CfLFg19keMTRecVq3cs00/FXyO/7dndlYz6MMjoxtKLa6fie6t7cT+r3mvoXqZMPobdA0jjyne6DqRbcYqTHeVAdWawOzEzD0pTnylOfnDMJLuJiJSDgXb+GgPVX/Sgx0+gm4YQ/r3Dvyul/lvg1SWXj0IIv/q6nuDX5+vz9XmDzqGn93N8vowx0E+lmyoZaf67wL/ylZ5FNP1RozIa6hT4W5mKHbxh/bv3MU9uhIy82Umf7dBzy9IhcwtdJ8OIbTT2qWvBTUURMV008DkMR3aVmBGlqeiv+h6K6EsxHklfUKljZghRkiKiZQXSW6ybYX82HHx7jR4ek8TK5NU5yUatYOP9P/kh+vJcJraHbHKzO67C5anIU0D6hxb6O3OCViRPIlpqVIiQWSnsOvL9Vo344L59IQLZqUBFAfCBkBv6kQwYzLrm7LmX8lQr2nmCcmHIlA47tADNmXhjmErH4YT4YIw+vCXErRXTOJJ1i7ucCcBysSVcTPGpkZW4JuBTg4kbH/1VGcXPSlzRTjJUgGZmKF522G3L7m7K5JPm+HwSRb6VnmQ3laEECtJVL9h5o2hOpUUy/USkNX0tFo+m8lz8Uc3y3WygKdsmkG0CzZm8zvo8cPo9RzvV5J927O4kZBsfy11F+bKnWxnh4gFdWZDsAvWJDD6KG8/+QqN7CMowfixylGwlESNfAgHW3zAk6yMmf/zdTMreW8/oeWD5zSgb6qTMnny65+WvjvCpItnKbnC2lOzc7iUrBZg86mlOLOUzkbKMfiZs6U93ft6nt1+1p/cvAs9DCB+8ct07Sql/DKyB/zKE8H9+mTtS1hLKXNZwo84OGEpF/eEj2XVertCTMdSNlIc+xD/EWM4eVsOsHQYDYVfhn71An50eJ7Hm2D/DeYJ38jNZGvHrOSqxAu80/sdQV8oY+fm2k6lx04pUZSJ9M1Xk+Jtb9KG8jYAABRIA60aE1est9u0HEjCrCs7FI0Nt94TNJqK0SnkMHwipQVUNus5xo1QgAyClcJkTihTVOJQTjp67mtMXhvSmpth3hBhUt985pXy0x+56MfruJOCFVA8uY8Z7zCYGWx9ovjHCZQnNVDP7pEE5j3Ka/OmWfprTnY1IXkrbwaxbfG4x24b27hRsNBBaVrhJRnuak11XVA9E3Nznim6UUj5r0HWHtQpd9fRlQV8a7FZK7EMQU0FsJ/uRJRgpS4MWkXNQkD3Z4qYZXbSM3N9JyW57fKLYPDCMnyhcIn214mVLO7M0U0N9AtlN/JsIir4QF7SgZbIdopzHpYpuJAFv/ES+SJKVQByylWJ3V5NsVSxHZdjTFxqXHoOSaRgMkkwrr8/lAhlwhaI61bgcsgg1La/FkOnml0bishbBA9kysHofzv4J4nMSv9tdokhXR91hdfm6JCvhL0V5+7POvw/8vVf++ynwVgjhRin168D/ppT6pRDC+k/+oFLqbwF/CyDXY8mA1luRrrx6QkAVkvkdSCfYgz4vyOQ3vPKLONBKlDr20ppGRMzeH2nGB11f10FuZdhQN3GtzR3d1bIUv94cAxjIUKXvJatME0JVifh4X8sUNs/ECDyX6aFyXrK2Kv7/6NWhpmNClLQoY6CJ2acxkp3encsUOE1QXT/0JFXboxODH0tQ17dbGRgst1A3VL90H+0CqvMyVCiEuKJ38n6kq0xw8jvpo/kiipy3Lbs7mSj+d4HuPOoAK4F6JltHfiPDiG5syRYt7YUELrvrCJncj246fG7pT0eoEOhHCXbbEqzGbBr8ec7+QTmIXHUv/TaXG5rTlPLzLd1JzuiTLf1YJDUHvw6AZNPhCotyQZD2D+R5BqMwGwdWs7ufk66jDvBpg656fFKQbGRhPl966hNDO7NkNx3bO4bixg99zGAUN79syBYyRBBzIo1LFf0I5h848ls/fJFUdzLy6w53aUm2geW3NZNPJPt0qaI+U5Qvjru9y2+B3Rumn3i2DzTl84Cp4n5x/H4NBha/EgXcn1hBy7vA5hvgM49pNd0Exp/JNkjQDNNn0waSSq53BUergK96An95g55SygL/NvDrh+uiaUcT//0PlFIfAe8jrPsfOxEd/XcBZulVgFiaZin6NEpS5IbyeDFrU2UhA4/5BBZLgndSSh7wTau1EFl2eymXm1YGHodg6oNMZGPmFppW/t/BlyNmYRA1eSHIKtxhgyOa9oQggupQN0Jx2ddCdxlPJQO0Bg7i5CSByUgex1r8yRT1+LlksYsl3LkQY+zTyfH9fXaD2uzF+3a1k2xyEqU5XY9eHRf8/aTELNaEuKObvdzjSjFHz59sRCDcdoOvbvp4RXc1xedWCCgLMdTxqSXZebKbhvYkxceS3ljRkx1sHr2VBr2uO4JOxe6xSOhP5P7NusVUHfRy++bOmPqiwLQe3TjyFxU+Fe0diBYtXzqSZU11MWH/YEx+XdNPMkzdo6+dyFri/m83Sbh9P5VhRiWbJu1YozIFpILU8rB5K5qD5ynlC09+0zF5JPu63cSS3zhs5bCbhmydsbtrSKIxUHEt/hkEyZrquWb8zFGdSMm6ecsw+7jHVhJY+zJh/Y1MsPEeiufROrJUJCFQvvCs3tPY6GU1eiw+vcv3NeVTAZuWL0Wnl6881ammOVPY3YEsAyiRCdkakhcyoHCJBNVuTLSzjNn8PUNQUgJ3U4XLX2Og+vmubr9SpvevAd8PITw6XKGUugAWIQSnlHoXoZv+6IvvKohA2QcRDFsrmRkMwUalcVXswKtrcyiKYdGf/CDO9LJDG4XBaIVKoqzlZIparAhOwARANN/2ssERHdn8bo8+OznaNEZHNXnHZKpIXYvptrWQWkJdSwDOUtEWOnv8GZAAfXEq5WnM3tDR23e9JUxGQlABySSrGpIEvdwS8kxKY6XkZw7P/fCNW2a48+lALTGbWtDvVc/mWzPym45+ZCg+FwlNSBPMtsUXFuUYpCE+M2SLhuY8E43ZzVHn4BMR+ioXSHaCpvJ5gl3L+2BuNrhCynM3TUmergllRug96csd/TTH7DpCotF1hysTbOTjFdHDtr4s0V0gXXXs7xZMfrjETQRuUD7eR7kQtKcp539cs/iFjPKlbD+ULzrqU4vLFbrpSTeO7X3ph538oMXlmvU7KekmDKUwCukVdl7K5Vx0b/GPmfFjed8IgerS4I2UiaaRsrLPNfVcHsPWQlYuX/Rs71khpMR+WzCyZjb6XLDzANrB6JHDNFoc2ERrTboVo/K+kF3d/KU8nWztqU81+XWgGwuM4PAY9bk8p/xaMXkkX/6rd6x47T4SHFXx4os/hV/2/IXX6f0kumkI4X9AsMx/70/c/F8C/o5Sqgcc8LdDCAu+6ATgfA6LVVzMP673DY5i3gudJM+PJj8HVJPWhGjqrWZTSBIBFkScO30vgTBSWAbxMaKHC203DCrQSsroLnpWxGxuMNp2XrR8VS1DFmuPQNG4bjbcd5TeqNiD5OViKN+V1pLx1TGw1u2xz+g8jErCdATPr1FNe9QKHkTTiR2goObFLf3Dc5JHN7iLGW6UYfY9LjPi5BWE0jFkhqWVAKIU2Y3YQfbjVNbCtGRx7dSguyjubX3c0VUk+14CXWJw45R+mpO82NDdnZO8kKDa3p1GNzdNSA1mIwgwXbd04zHtaU66FEtJkOenWxmKlE9rbr9dku4Cu3dmmFY8JIJh+KNIV700/Z86XKLoCo03iuJlh0813WmB7jznfyR6Rpdp+lw4d94Iq89lQijJVo52ntAcXNSKIw4rWNEACtbK0Mw1o6fighaiqc9hMCEaP0V9aki3YkTUjgWKmi96XKbZPLSDTq86F5lJX8aepJKtjNlHMpxwOTKY2cqLTtfyO9g+0Ew+9dQnmv0dSNZyCRbSm8Du6uDbK73CrlRMPhdJzms7f9GD3k+hmxJC+I9+wnV/H/j7f+pnoRQ8fi7Bocgle4rBIez3koFFAbAaFUJMThL54DonQevyTG4fS0p19xJeXBOsFR1dUcgvK487rDGIhb5Hn50c+3/WSvaolWSbSsGu+rFdYPIM5cdRMK2Omr1O1uSU1vI4Bwe1CA7l/ITw+JkImPc16tlLyQazdFiJA+B0jtrXMkE+sANDwN0/Fy3e+RTz6KWU0ECYjjA3khHq5Q41ytHLLTqxmF2JCgGXaFx52FBwNGeyJWGUMLZ172VNrRcgaLo6urd1E0t627K/mxFMiql72tMcbxTJticUUlIe+qU+1eLM1vR001TsJntPdzainSekt6305CIAwe4cunWERtNNEuYfVHSTBJ8qNvcTTn5Y4XIzTJDbueX2PfGorU/FvGf8WErW8vMt1f0R2U1DNz56bYwf1QQFy28VbB5mjB+3uFT8QXQXyJaO5kQMfCCuwY0MuvG0c8vocWB3V7h9ySZQLKLpUHLAYEmg873QpU0rpGSXKjYPU/pCUFMDNgvoR4rqMlA+jZstQbF6D8afg92BT6G6iFPzuXhm9AUDAbq+kOuSnfT/uomimceno8VXN13B5i2N3f4pP5M/7URy+c/zeTM2MkCsFZsmUk+SV7YZYn9tPJaMbVfJhLZtBRB6WBNbxd+q8xJgIg9PWSvlbHQWE9R8iTKxVzgqJGsrcumvZZmUnAd/2oOr2as4+oP05BXTInUIfk0rG83eDxNoiD3JmyUhEcNvLs9Qt2sRGL/i/gZIFte0MpE+BOntDvPsllBkMeBZ1FZKf386gcQQUovqHCExhFERiSsWu64F4hnLSZTC1o79ZUrugwSxeR6hBGKcnV/Xg/tY/rIWTt/dDNN4qrslxaMd/TyjH8n9B6txs/h6vfT7fJ6QvdwLESUmsabqaM8K0kWNixscqg/s7ueMnjQk2x7lPLZ26KWjzwt8qmnmdkBF6TYw+1h6aSc/7GhnIr3Jn+/ZPxizvzR0pSaL5GdBalnaiRHZiRJyjN11bL5RYpXH1CHef+yhpYrqXJMthdK8/2sjTAfFjZdJdOXpJmagrBwex2VK8PpKUd+14qUbA568WPnH9mEgiby7vhCQQDuVQNXneqDfHCgr2a1HuQgz6KCdKPKXEdCwEgvL7NYPXwzKiw1lO9HUZwF9bBd/9fNznum9EcAB4lBAlvZFcqKKQrIzraLXRcBvtgIgMEZue/jGsUZ8Mg54qTwbLBtJEvmZ6JUxZHIR8Bm2O5GxRISVir1BAL/dEXaVbHR4J0CC6Vj6jxEOgNECFA1BSug41Q15NoBHUYqw2UoWOC7lub+4kUDf94RcQAnUjQxS1jtUnuHunw9T33DvQgYyvcNfnsgf3gFS2vaoukNvahl6IKtg9sUKE6em2W2H3rbobYtqe7xRTD7esb+TUN2J2Hnv2b81IVjxocCHAbrQz3PSiFJP1x26bklu9mTP9/STTLw4EoNPDNl1NZCWASE3zwpClqD3LUErmvNCAKNRFjP5eCfXn6TUFznJoiIYxfjziv1VKqBOJVNIWzm0CyJXSTXpsidYRXMpryPdyEpWOzG0E0N6K/YAAvtUFNcd1Z2M+jwXb9tEUZ1LoNzdkcvqXc34iWP9MCFoxen3GtJViI5rmnTVMvq8Il12gsJPVDQC19SnktkeymXlIF9IKZ7sAskuUD5XUXoSV918INmJKXiw4r+brgOzT3pmn4jcJl0Hxo8FkpCtZAp9CMK6FdhpcxJoTgLJNpBdy/6tcpDfvOby9osuX+IopX5LKfVCKfXHr1x3qpT6HaXUB/GfJ/F6pZT675RSHyql/kgp9Wuv/Mxvxtt/oJT6zS963Dcm6IUqEoXT5MiVg6MfxU7AmkOQaFrpmTknpOLJ+JgtxaCEMcepK0gWZ2VxP+xrkZi0nWjhnENNJ4T9XoYSbSsZn1YSgGNQDuttpMAIhSXs9vjtDg6T1UhkVrtqCBphsx0MiA74KIw5Btp9jTqdD5QVjCa0rUhMtJbJ776RDDCxqL2Yloeb26GXCQhVGdBVRzAGPxuJZ0bnsKuG6uGE6qFoCfPPlphNTfmsw1YOnygZJLSe8fcWshu667G7nvW7Jc08we56kmVDfZbSnY3kgx0CGIUrEvlr0rB/MMaNUpJlTXda4AqDva1wmaE/HWGrnmCgn+b001wMyscCG022PfnzipCKmDokmmzpWL6X0ZwYmhMjnL/AgHLvJha7d2zvJqSrDpcq5h819Ln4Z6zfLWhOE+qzhPJpI7zAQ+IVoBtpocnUgdEzz+iZp3weS+9GVuMW38nIF9JXs1U0NjpN2T7M2T6U3mq29Ew+9QM2vi9kf/aAdy8WjmQvAw9TBUZPAsWLgK2EoEKAdipBqp2oYQDirSLZidxFhjYen0hg7DMBqJbXHtPAyQ8CJz+Q4cnl/9OR3Ur53Jev67PK8cvwZ12+3Pkfgb/5J677L4B/GEL4FvAP438D/OvIYPRbiNTtvwcJkoiL2r8A/PPAf3UIlD/tvBnlrdZwdYHeVRI42m6gnhxcycJGDH+C83C9OJa9B5eygwlQnomGr2ng4gy12eGub0TQ3PeEk5lsPDSHLQc1cOtC1xHaTogsWktW2PciFTn0225uUcXoSG7RMUBvdhI01xsROsesbjhtN9xHmI6lT9d2UsJaI1neWWzI3IrheUgMKpqao2Vye/DDpXeC1wJ8lqAamYjql4LO94XFXm8JRUpzZ4xp3PErTmtCkeKLBNPIF0S+aWWndu/Yv3siDmbxG3v0VBr/pu6prgqCAldaXDnF7HuSJyvUvsbdleltuWrQyy2771yR7Hvwge37M9miuOlIth3Jq5ngKJe93DLBpxpU9M64rVGdxyhHvtSCtYJh6JDf9gQFybJH9Z7ZJzWq9xQ3Dt165t+XFkl1b8T2rqG4CUPPMr/pBMSQSGBUHqpTPejcvAW7d/SFpT5LUA72l0ayq2vJ4pqpGUroZmYERTVXmE4RWkW+FCGzClCfGfJbRzs6Zly6D8P0PI0bGsrLEMMbUEENiPryuWCpugN0oQbTiQPb9p6hnSjGjz113BDRXRDToiDyG1u9TnHy6+np/ZRtr38LGZwC/E/APwL+83j9/xyELfe7Sqm5UupuvO3vHAamSqnfQQLpnxyyDufNCHpfn6/P1+fn4wT+vAcZVwez7xDCU6XUZbz+PvD5K7d7FK/7adf/1PNmBL3gYbESycYhs2tf0ay1nZSq0exHJTb26IJw7ZJEKCdw9LCwVjYrnMecnhC8F8y7tZJ+H8TOke4SfA/np6KBi5IT+l4ywoU7bnBkGXSxJCaW3bkYFIX1Rv5dR5vKw2vwXp6PNTLouF7If5eFvK71VkraTx/L7VMxA1Ivl0dJzL4TNt7tinBfrB59dE+j9/SnI8yuJcwnYqdZ9YKhenxDBvgiwcbsuR+nsp4Uy5DktqKf5aKbO8hYAkJdRvp7QUE/StCdJxhN+rLClwn9yNK/e0rx0Q0+iXuigLuYDcMQu+tBK0yiRKqSGkKij2j2qqcbW7EtXMtkt88NepRib/f0s0KsGqMfhY9k4upMhMlBK/KXFfurDBUztW6SoGMm6a2iWHiCUdRXmXiE1B3VVY6tPMor+vyIqgfZjPBJHIZ4qE/ksbyR6azuArYJg+Na+bynG0fNHeBSsca0NbRTi2lkQDF+Kk+wLzXL9wzTjx2jZw7lLd1I5CXdSFFdSPZXn8vz2d9RuFREzdpJJljPNeULYRPaSoYae9H5k98oypdCoenGasiSX8v5cj27c6XUq0sJfzcuJPxZz096AeFnXP9Tz5sR9Iwdth+Ep/fK0+r74ytw/mgGPp+iqobQyP7tsF52CHZtd+zftS1oI5y9cQkvboayWNbCEvkr2lUiGnavIN3j1Phwwm4n+jznxDcjy6Tkjvu+oa4j+j4XrR+Izu9yjGo7kZ1cr6UXeAAFXJ7JtPeAob84OZqab3bQtvIaJ6UEvN5H3FR8zb3HLitZieok2Ol9J3ipkymq9yJpuYyrdD6ge5liqhCoHk45IOWDVpjFFjJxWgNIb2pCovGZJbup8alBOYduNWkr75WflMOuri/FRU03jr4ULLzZ92TLmpALNl63x/e4m+foJk5FFzuMNZixGDz5UYZdVXSnpbD2ABUHGNrB+m1DutYk+0Q2RUKgG2mUg66Uv6N2JnuoQcP4SUC5wO5+QX7TyXPLDN1ITL8P61rKwf7CMPtE/H1FHiPevNlagknxrEFdRC8XK9NebxWzj3vaqSbZe3aXQj0WA3ONP8iMNCTrwO6uIVuKL0Y7FUcz5SG/CXGLRJ5QvujZvJWQVCEOdOT6xXdEYO5T2HvN5JP4d2oD2ztGIKSK4QvmtZwvF/SuQwi/8We49+dKqbsxy7sLHGTVj4CHr9zuAfAkXv8v/4nr/9HPeoA3Y5DR9zJwOOjb4lbFwQRokIY0DeqwBbHZSTZojFCX46DBRxCpMlqgnvF6lSbSu6uioU7c2BA5S0/onchEtJaszR3X1H5sH/ggXXklG1RWRNAqzyTQGUNYbyIVWXZx1b4mlDl6XQ0Zp15t5XkuVrBYHh/j+bU8z5tbIcCUhfQHQ0DfrOUxQiBoLRejBic1Ekt7ktGfCUizekvYfH5cYJdVvOxRTUc3z9g9KDC1I3+8HaCe/dUMN8mGSVzIjNCPOyfBrIsaNavppqkE1eVWhibeCzRg26E7j249yWJPP7I0d0ai2esc+wclzYVcXjX+bu/PUFVDfVmgGgEIHIJvtmjIFg3lZxtMI8Tkkw96ymtPO0loJpp2Iitzyc6TbeQyfuzIV57Rc0e6ammnQmHuR4b1uwWrdzPSjfD5DsOPdirbGYtvi1ucaQKjZw5bS5+uniuqO8dJf3VmyG8DZ/80DmMWjnas6SaKdOPZ3LfoLlBcdxTXHX2uCEbWxGzlGT9xjJ4IIMBF5zTlGfiG0nsVTp5pAy6T1bTpp57xYxmgNCcKl8tFeZHXdBPF+h0hMb+e8yUmt19N0vJ/AIcJ7G8C//sr1/+HcYr714FVLIP/AfA3lFIncYDxN+J1P/W8GZmeQpr8fS8CX+ePmxh5JrIRpQavWIgZnYkm4Gl6XFfLM5kCKzXslkVzbwAAGoBJREFU3oa6jvu8GxH7WitiYJAS7zAtDh63WKPSNNKXD1IVP4BL1aiUx5yOYbOVTM970ek1LersRCQw2hz9eZ0TanPbifnQxZlABFYCWFCqJ0xnx/WyqhYE1mGTIwT8bCRylEPAdh4OePbO0V/NsM9XuPlYnMs+W+DmY9IgGxK6deKnAYKAUors+Y701lKf53BeyhABmdr6xGCiW5nqPabq6UcJ6fUeQqA7K7HbjtDL0n1/NUNHdJUbpdjnK0KeUTxq8UVCsu7optHjNzGkq57tfQlmk09qGWrEiWx/JaWx8h7VeOo7o8H2EaC6GJEtHcnG4RNNMLHEXXoZDvSBbmIon8gXQRW9dlFQX2Tki5a+sOzuSNmZ7GWa240148ciKC8WQife3jGs37LYvezKjp84TO3Ffc2Lpy1AfaqYfeypzxLZqEhl4jr/sEd5WSNrZhpbyWvI1h7TKdqxoplrimtPO1dkC0HbpzvP4hcs00/kd7C/Spk86qlPjVhNRuR9PxKySvlMvDLqU3k+o6dCrzG1PO/sle/Ur3QCR+LQVzw/adsL+G+A/1Up9Z8AnwH/Trz5bwP/BvAhsAf+Y4AQwkIp9V8Dvx9v93e+aAvszQh6OuLieydZk9GDv4R/eSMZlA+DGbieTSUbq2q4Oof1dthzDdutAAKaVia6aSI9wvUWPSrxlyeoxy+GSarKUxEuR7SUnozlvkwUDSdxN/eAqWrbAQs1BMumkT3gXnwplNZRvpEcX1/XiwGR0VA1sK9liho3TtSuGsro0PfieEaEHjgvGR7ErZIIQljFiXWcAvvZCL2rSazGz0ZgNWbX0JxP8TbBRrFxsunQ+06kJqWNk1pIX2wJieyaulE2TNDry4Jk22Nqhy9kE8alGj9LsZWgrFyWYtYSZEyQwNWNrWxsWIVZtyRaDd0Wu2w4yLG7WQJedn/trqM+zyk/W9Odl6hespx+ZMR0iMM0Wawn+1wyqWQrTmt9LgE92bghSOpesrN07XC5xmxb2mkCQXZmTS1C4z5Xw2PsLg22Cdga8mc97ViTP3O0YwnYLoObtw2n3zuIpPs47RYSi60Dupd+omkC6cYTtGF/Ic9JtkRa0pFhe9dIf+9Tz+ahJr+Gem7wVibKIOVrn8f7dbKONv3EU51rtBV68uipH+wedR+oLqTM72c95vPX+FF/TeLkn7btBfyrP+G2AfhPf8r9/BbwW1/2cd+MoBfFySCyEeZTKfkAPZ9KhpYmUNVCUKmb2ANThOXmaO8IP75GFrOuV9fa1OfPf2xTAq2l3Izrb6EXn9mwXEm2acyAmAIgTaMRUCPawDyDPtpSBi9BMX2lPwnHMj0Ekb9c3w6oe05mkrX1R2W/slZW3w5B9eC766O4ORqE+9Hxdfg8Rbc9oczQqz3VOyck2x4SLQGhD2wfSjnmrSLvZPULD8nzNX4+or43ifoyQ7LtSaLHw/j//pTtb7xNsu2xTY/LLdl1RXsm8hW8bDiEOMhQVYtODEwSyTAXNd35mGAVqpdy+TCsAMif7GmuSpLrPc2dEfl1jS9TVB9oZ8mgIzz8tWY3HagEWzvq01ToI0aGJM1c0PDZohl8eE0trm8AydbRnhUoF5h9VNGPLPWpJak83uijD0cjVpX7y5TlNy3lc0+y7ulKTXOSkN96XGrYn0tQKm482inSVY/uDMFCO5IeX6pE4rK/FEIKiKRk+a10QEnNP3LUMzEL78YKnwooQMc+po8eG91IMX7qKF/ItoXdC5Lq9PsV9XmKyyIAoQrMP+jZXxim37P0B5DCVz5fr6G9nhPFyWjJ8tju8TspPwcqsg8yOVVKtiLqRvpuXSsjnBiUQlWLCPnA06ukOa/GcVfW6AgfiE3xsvjxIGitiJZ9kE2KvpdS9rBHq8WaUk8nhMmIsIzkkroeEFTBuYHYcrhPvCfcioNbeHAXvdnhF8sjJDQOXeS+Ggl8zhMmpZS9swmqaQdGH9dLVHn8S1Ze2Hn6+QJ/Mcc0Hnu7x48y2pMU5ZD1KAQg0J6K90f2oqK/mKA7T/ZsR3s1QvdB4APxG91fnZK/qNBNL1PgVUN7lpMsD1pH8IkZzLt9VtKc50JjaXt8Lvu6zWlGyBW2VqjOYw8Jg4ZkJet7tnKiORxlmG1DXnfofUtfzmWzAsB7GZB0YcAtBWOwe0tfaIKC6qxk/oFkwt1E+pDdWMyDihctupV94/z5nmSbsn4np3zWYaIPR3YTWH6rJF85Tr/n2F9YdvczQWp1gd1Z1MAt4ntkFdmqx1uFcoF01WO3YonZzOW22e3RI0PI0JKd1SeK5buG0x/I5oVuA4vvWIqXgfU7BwCCaPXy28DujugJJ59LdusyTXWZCcYrGgnNP2hoZwl9oRg/9TSv+Hl8pRMgvCad3j+r82YEPcCvt5g7lxHF3okZEMiaV4gIdmsJO/Gr1aMSUgulWD6GddzVTRPUuIyrZf3gRBa22yMWKt4vIEHM+aOf7WYroIF8KgHq+UvwrywuOi/7uquNPB+A+QR1Haksp3MJUj4cX0OaELbC9yME1I00WPSoFCLMyQS92slEFiGwHJ3eoonQIei+XIhz2+XpEIhDmaFv1oOnLlpj9p1kXt4TtCK9bTARJa/aDq6mmG1LP5N+l0s0JgTSm4rlL05Jl+JdCxIcdNVJb+92TyhSTO3QjQS17nIsPbcioq2iAVFQiuq+9Bh162mnhnzR05wkFM+bYSofjBbQKsjvx4v4WQXp1TUXpSz+z6Ig3Us57FIRLE8/3NGc5zSnGelKSth046kvY2ZrRBStgtBT9ndS8fFtrZTOpQQRn2mR1wBoxfhpRzsxhEyRrxzKyZ6wCjD9pBUEfxMhn2OD3Xb0pcUnmvo8Jbvt8FpeZboVoXO+jPy9TPZr67nARYOGdiw0mTDWTD6Tafbp9yRYbR5qTMwSg1aMH3Vs71mKhWN3acjWIQIU5DYvfr0kXQfKl45046nOXuNH/ctvXLyR580IegH0IXur67hfG4NS00r/7maBOjuFy3N02xFWG7lNg3xQDjaLIRyJKTA4qOGDlKvWEBbLwTR8sJV00WXt7qWsdh2Q86NSUFKxeauUkmwy0pvVuCTcrqTP17Zw2xGiSfmgNYzymbDbSyBrWtR8yoFYoZdbQb8/i/C0qPujd7BcS2/tZAarLSrLCFuZ+oZY3qqmx13M0U1HKFLcKMXsWmHY7VtGP1rhD2tiINmuVWA1dieYcwL0EykpixcduuqGm6tWtirae1PZibVR05ZZTOdInq7pLyaYrbzvm/emTD5c050W4uWw6THbFjuxsui/17jcsL+ST+j4caArLfnLgF0JvEDWrzSm7ulL2W87UIeVC5RPG3Tr8IlklXbvhkzT1oK9N3WIfwKBdmaxlSd7usFuMpqLnD6X+9VNQFsJGruHEYTaeNJ1D8qgQsDUsuval3L71Xspk8eO8pMItng4lR1YFwi9oN+b0wS79wN2Kt36QUeYbztsbajODC6TXp1pPbfvC37K5YrySaCbxHJ7J3SVvoBgYP22ZfTc04407Uy2PkzDgItPV4FupOKEXzH95Ci7+srna+DAaziHoUKWoqNPBErHi+zJqjwT7V3bCVrqFSYeKgaFkxkohVvcDuCAsN/Lzx0mucuVZIOHHVmjJRAe5BmfPpIMzUVUklIy6DgcE82DfKSsdJKBEoctKsskANa1DGWsgZMY4LJMytTZhLDdD/j4kFjURox9UOro4VtkcOdcNIVZCvOJ6O7mM8JuL7w6K3gt8/Ra1tE6R/J4QTAK3Tn6aSYBTyncJMdNckJi6AuDyy0+NSQ3e3TnSZ+sCVbFCainOy3oTgUU4Cc5ycs9er0fRMj2xUqILhFe6kYScIvrlu5UJDN2L6WoL5MBSmpqR3WRkG5kT7WdJJSfrsT28bArvOtJbit8YrB7L2Th5y3l85Zk66nuCFw0X7QoF8txENJy7chuGpq5oZkbknXP+PsLWXWb5rgyofh8gwrEctVLT3DdixSm8ZhGhMi6C6ge2omUzabyZLcNpz9oqE8Mt79ywu2vnIhoWyuSRUVfaPKbjupUU50ZsqVDt4F07Sge7yge71BB+ovFwkX7Ry96OysaPpcKodql4FIRTesuMH7myG885UsvRkNrke3gZfJ98Yc9F38oZfL5H1cRWXXsDX7lE4IM9r7o8gafNyTTCwPvLmz30tuLTfyw20kwGZUyQFiuZC/1IHFR8qFX3XHyae5cSta43YExAgV1kZIyHktP7/DQXQf7Shh3PqDvXhFubkUuYs2AgT9Mk8NkJFnnw3tQC/RAQKUONZ/iX1yjL84EjrA64q1QCmaycxt2lfTjepHDsN5KVngYXDgnZXf8Rg1Rc0iWSsnatHBxeiQtpwnhZIp5uSRMStEDVh1eKSk7RwndyFI8jobliaH8cEH17indSDPZxqxpkqNrJ45lXY/dxNdsNartcbOc/qTA1D0+jUCD3osfL9CdSnlut0JSQUu2FqyiOU1J152YBhWW0aN6EMwq5/GjTAYriB9vN03QvccudqgQ6MYJ9Wl8fxQUz1u6mZTZ/cjQTUw05Zb+XX1qSeNerF3X7L95gt07vJUsU01zxj/asHlvgqkPC/1aoKFAdZVid7C7Yxg9c5hOoKIu1SiX0M5tnNDGDYxME0yCfbEGNWV3JyVfemzl8alCN4Hbb6VMSskzykfy5RGM/I66sZTY008824ea0WOFdmFwMRN4gQRHnWt2V4Zi4anODOXzntELJ8Tl/OiG1o0sk0/lcfZ30q/yCf3x83Oe6b0ZQe/r8/X5+vycnEBw7otv9gafNybohaqK01Vz1MaBTEF7J/0ya+W/VwfDnVTcym6XQx9PjcdiCpRlqKsLMdTZ7WR6u68Iqo7ZoXyjq7wkaINfrqRfF7z0B7WO6Ppc/l8ZiSmrrSDp19uhEe93eyGuRC/bYdJ7GKJsNpLJbnYyoMiyY5YHMI2KtdvomW6MkGYmIq1QvZOBRtejEyv7tYsVnAtBpzstST+/kR5f7+juzQTcaRS6cfjMxB3VCJjsJKvLXu5JF5rmaoTupHGuOk8/SUl6P3yjmyc3+LM5yZNbQpmLnCTiu9SuIlgj5VUsodwoEY+MPEFbje4VzknfzluN3bT4MqGNu7Sm8eSPN9D19OdjdOtI1p3oAWdFXJsLlM/kd9zOEqE5r4TGk656TNVTX2SRGGxox3qwW3TFlGTdY3cdrrQUH16z+ZVLstg7NCoMk+FuJtlk+aRm+7Agvw1sHlrsLk5eFVRnqTinZVCfyGNMP3HUJ5b616+kPeBFoGwrSDaObmKYfvr/tXcuv3HdVRz/nPucuTPjR+IkpUmLSsmmbCoWCIGEygZoN4EFUtlQIaSyaP+AsoIlG4SEBF0gVYUFIDYIFqiAumGFKEhVH6DSB23zThN77BnP3PdhcX5z44ZaKY2TGdv3I43Gnnji3/G1j+7vd875fm08Dez8tOiZo5tXKF4O0aigin3ioamreNX1sbho22Zt06MB8bCiDqxvL1sV/Mz1I1a2BQZMiDSBOjLvhSLZo5OsHTPb+5XFONNTaw+RwaCZZKg3t8znApy5T9j0vTUad04uXvo9JIpsMiPLrao6GqOT1IRHOx3bnrpqqsRR06qi06kTHQ2ga18n3a45h9UmK++trjTnc9LrWnUVGu2wmRRVo+pcFGbA7dYkvZ5VVWfnhGCFk4G9T9LcGozj2B5J17aoIxPS1F7Xig+9riXSWmGpT90JzK82EOqlxFpauhH+OCe8tGmzr70Af1ri5TXTkz2mJ3uUy12qbkjdCfE3rDUoGGZQaVPUkGmOl5Z4aUl5zzHKlQ71oGsJva4JLg2tgLI6gCjEG20TbKUEWynetEQ7IRqH+NuFNRgXNdEwRwW270nwJ0UjwOnltVlJqlLHPlRKuD6x5NwN8LISL6vIl0L38EEwiXlfSI8EZEdjgqmNvcVXMwZn80Z0NNwqbVQvL/EnJfmpVeKNAvWFznpJOC7J1iKztuzZo458l7yUznpNkJrpTzSubcxLTcR0etwedeg5iSolWzKhgmhUk7yxweZ9EeoJdSR0rpV0rpXkSwH5wDN9wK7zAKnsHG9yImh8M2b4qdK/WOLn9n3Nfxfrkaws+c7UltWzuKtQSM5PG3/dvft7rW/+WGAW407PtY3oZGIVVomaYX3TkMvRonR3SPY8a22ZGXQ3Y2WeUA038XpdOzdTm62VMLTqqe9bwkmvi3nq1DwwJIosuZYl+s55MwfPc6vSOhEEDXwYuwbqjU2nuVeh6ayNJjTZh2yH2ZA73JV+z4oXtdq87/lLcPIua8vZ2LLECMho2/T9el3k8jp611FrWXHD6pIVlgRdQSHcsGZejQK8aUG5FJKvHiGYlMRXpjauF3p0z7vex7q2VpK8xu91CLZL0rsTomFBuJVTxz7lWr/5owtGGV7mLDZX+5aMVmytk3t79P9ld5ne0En2D3p4rn+xPmojcGUYorFPNMxM+XhSUA7snMmfuGsdhY1jWu1H5Ksx+ZLPYFJaMnQEqQ38524iJNqqbOqi4xGtF9Tu+yy944y104p8NWJ6dx8/rwmHKdkxG6MLN6aUK+ar609LfDdXnC+F9N8aM/pkn+V/j+1ctB/QOzfFzzpNEpmZg5ddq8CCjZhNj/qsvjykuGvQjI95ha0RsEJTBXlPiEplesRHqoiibwWTaFKzfcJvVFvCcUnV9ShjExX1c6V/oWJ8t08VWjNyuurRu2w3BsPTHoN3lYufG+Bnlij3AgUTv9jHLEbSA7sDqnaoo7itYb1lExeSdK2yWRS2PfUEWR7Y9jXb4STm+/jH16wwIGJ3eUVh7/Nt+6n9BN2wXjnp95BBn/rqOkynlkhP3YUUhfl0hCbzNPPssC2wCReoqwBrWV5vjh5vW5tMnl+vSne7VmgpK3t/Wdg2WBXZGpvyyjRuijFEoVV009yMkq5soP0EKSs0dOILgU9w2bbD9XIPf5RZwWGSEviChon15QUeVRSgnpAfs36G+PK2ySRFHumJxOZWL0zsrlGE8NKIarlLMJqND3hUvQgvLUwwoevG4NZHdCNLkP44A9dCo92QfOUYwShD0oIqiQg3TA1Z8pJyJcbLAuJztv7ySA+vrCmXO9YLuDmlTmLiaynRpkfZC8lWw8b3VkUab4qq49O5tG2xL8Wkx2M6V3MmpxKi4WwioyQaStPSor5HfHmCxj7FkcRk69/LqJcTcqfMoj5mWN71SE90yfs+nY2Som9qLsnFKV4RE0ydaGcFnkvG2cAjuVIyPTWwCQ+B9IjH4GxpbTDA8P7YJkdGNfFGyWQtZnLcb0y6i8Sj6oB/zRJMtmKzwNNjHvG6iRAM7w9YedPG3+pQkPdofkbHXlJGpwIG5034oPb3sHq74HdyN2Nxkl6tTkuvY2dyM2WTmdqwm764UeoJVUtKO8y4642h9bNNU5Nxn92p9e0sTcoKWXGyE65huRE46HaQ0QQ9ugqbI7sr60SQX1fUmCkqSxTZHZzn2fmeiFVtR6P3r1OV+toGXi+x5CXSbOnpdkzKSeR6g7WrVs9UWgBLiCLIaNsMwK9umkUkdkYnwxG6tmzxZSXRhS27MxxPIQmRoibctnPM4kiXYGzNxsVKTOg8L/Bg+rEexVJI5+K4MR7SQYIUNTOTZ29jhCYddJDgb2xTL3XRKABcBV2sglv1Y0hMnSVfS/DKGjpmUFQOIuJLJnXvLXUbxZZwMye9Z5n40jYyKc1OEuhczZszRi8J8DMbQfMKJYwCtj7RI3StLelaxNa9AceuWbzlwMaz4qumzO2vj8lPrhIMU3xVU3FJYqrYb1o7VITsaMzgbEbRC4i2KmpfCHYkXq9UBm/b1Mf2qQT1rW0kSJWi75FczCgGoTUzv1OyU+Vt9fWUbMVEC/JlMxAKpmZOVMViysmlNL2JRQK9yzVSuX8PzCejigWwSm84Lpt5YxVh+c3CbCyrGj/du0S13wsZogtQfhaR94Bt4Oq813IbWONgxgUHN7aDGtfHVfXYrfwHIvIc9vO5GVdV9Ub/i4VgIZIegIj8/SOKDi40BzUuOLixHdS4WozFqN62tLS03CHapNfS0nKoWKSkdyumIYvMQY0LDm5sBzWuFhboTK+lpaXlTrBId3otLS0tt525Jz0R+YqIvCYib4jIU/Nez60iIm+LyMsi8uLM91NEjojIn0Xkdfe8Ou913gwReUZErojIKzte+8A4nEPVj901fElEPj2/ld+cXWL7voicd9ftRRF5ZMe/fdfF9pqIfHk+q27ZK+aa9ETEB34CPAw8AHxDRB6Y55r2iC+q6oM72h6eAp5X1dPA8+7zRedZ4MY+q93ieBg47R6PA0/foTV+VJ7lf2MD+JG7bg+q6h8A3O/jo8Cn3Ht+6n5vW/Yp877T+wzwhqq+pao58GvgzJzXdDs4A/zcffxz4KtzXMuHQlX/AtxopbdbHGeAX6jxV2DFGTUvJLvEthtngF+raqaq/8EsCD9z2xbXctuZd9I7CZzd8fk599p+RoE/icg/RORx99oJZ0yMez4+t9XdGrvFcVCu45Nue/7MjiOIgxJbi2PeSe+DpB/2ezn586r6aWzL94SIfGHeC7oDHITr+DRwP/AgcBH4oXv9IMTWsoN5J71zwD07Pj8FXJjTWvYEVb3gnq8Av8W2Qpdn2z33fGV+K7wldotj319HVb2sqpWav+HPuL6F3fextbyfeSe9F4DTInKfiETYgfHv57ymj4yI9ERkMPsY+BLwChbTY+7LHgN+N58V3jK7xfF74JuuivtZYHO2Dd4v3HAG+TXsuoHF9qiIxCJyH1as+dudXl/L3jFXaSlVLUXkSeCPgA88o6qvznNNt8gJ4LdiclgB8EtVfU5EXgB+IyLfBt4Fvj7HNX4oRORXwEPAmoicA74H/IAPjuMPwCPYIf8E+NYdX/D/wS6xPSQiD2Jb17eB7wCo6qsi8hvgn5h21hOqur+1lQ457URGS0vLoWLe29uWlpaWO0qb9FpaWg4VbdJraWk5VLRJr6Wl5VDRJr2WlpZDRZv0WlpaDhVt0mtpaTlUtEmvpaXlUPFfxtelUbhJ/nAAAAAASUVORK5CYII=\n", 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\n", 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" ] @@ -42,16 +50,50 @@ "output_type": "display_data" }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "4626.0 4722.0\n", - "690.0 674.0\n" - ] - }, + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline \n", + "img0=np.load(r'C:\\Users\\hoodl\\Desktop\\bin0.npy')\n", + "img1=np.load(r'C:\\Users\\hoodl\\Desktop\\bin1.npy')\n", + "\n", + "plt.imshow(img0)\n", + "plt.colorbar()\n", + "plt.show()\n", + "print(np.mean(img0))\n", + "print(np.mean(img1))\n", + "print(np.std(img0))\n", + "print(np.std(img1))\n", + "plt.imshow(img1)#,vmin=x-x*.5, vmax=x)\n", + "plt.colorbar()\n", + "plt.show()\n", + "\n", + "\n", + "plt.imshow(img1-img0)#,vmin=x-x*.5, vmax=x)\n", + "plt.colorbar()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 225, + "metadata": { + "scrolled": false + }, + "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -61,11 +103,19 @@ }, "output_type": "display_data" }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "220.59999999999997\n", + "Gain of 100: 6.6\n" + ] + }, { "data": { - "image/png": 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glaQ1JeqOiG5NLmStMjP3IFOfkk4Gfm7bks6gFzgfblt3RAwBu+oHGk5Ofd4jaUfz3keBUwBsXwacB7xH0hjwJHB+k607IpaCWsfABpn6tH0pcGnbuiJiOFU/iB8Ry5SBim8hI2K5Sw8sImqVW8iIqFbNs5ARsZwlrVpE1Kq3kDU9sIioVYGnUfw6EsAiorX0wCKiThkDi4h61b0XMiKWu9xCRkSVCiW2/XUkgEVEe+mBRUS1MogfEbXSRDf3kAlgEdGOyULWiKiTcBayRkTFOgpgrbMSSTpK0g8k3SVpp6SPT1PmSElXS9oj6bYmf2RELBX2YMccJF0uaZ+keweptkRatUPA2bZfDpwGbJb0qill3gk8YvvFwN8CnypQb0QMg8kxsEGOuX0Z2Dxo1a0DmHsONqermmNqqN0CXNG8vhZ4XZOOLSKWAE1MDHTMxfYtwIFB6y2V2HZlk1JtH3Cj7dumFFkHPNA0cAx4DHheibojomsD3j4uwDhZkQBme9z2acB64AxJL5tSZLre1mG/RtKIpO2Sto//8pclmhYRC83MJ4Ctmfw73hwjbaouOgtp+1FJN9O7h+0fhBsFNgCjko4Anss03UTbW4GtAEet35DEtxG1GHwd2H7bm0pVW2IW8gRJq5vXRwOvB3ZPKbYNeHvz+jzgO8nMHbF0yB7oKK3ELeRa4CZJdwO30xsD+6akT0g6tynzJeB5kvYAHwQuLlBvRAyLcssorgK+D5wqaVTSO2cr3/oW0vbdwCumef+Svte/At7Utq6IGEI2jJfZS2T7LfMpn5X4EdFethJFRLUSwCKiSgbyTPyIqJPBeR5YRNTIFBvEn68EsIhoL2NgEVGtBLCIqNPCbNQeRAJYRLRjIEk9IqJa6YFFRJ3KbSWarwSwiGjH4KwDi4hqZSV+RFQrY2ARUSU7s5ARUbH0wCKiTsbj453UnAAWEe3kcToRUbWOllGUyEp0lKQfSLpL0k5JH5+mzAWSHpK0ozne1bbeiBgOBjzhgY7SSvTADgFn2z4oaRXwPUnfsn3rlHJX276wQH0RMUxc8QMNm/yOB5vTVc2RnI8Ry0hXg/gqkV9W0krgDuDFwOdsf3jK5xcAfw08BPwI+BPbD0xznRFgMtX4qcB9rRs3uDXA/kWsb7Hkd9VnMX/b822f0OYCkr5Nr82D2G97c5v6nlF3yQTZTYbu64D32b637/3nAQdtH5L0buDNts8uVnEBkraXTHk+LPK76rOUf1tpJTJz/z/bjwI3A5unvP+w7UPN6ReAV5asNyKWpxKzkCc0PS8kHQ28Htg9pczavtNzgV1t642IKDELuRa4ohkHWwFcY/ubkj4BbLe9DXi/pHOBMeAAcEGBekvb2nUDFkh+V32W8m8rqugYWETEYio6BhYRsZgSwCKiWss+gEnaLOk+SXskXdx1e0qRdLmkfZLunbt0PSRtkHSTpF3N1rWLum5TCYNsyYvDLesxsGbi4UfAG4BR4HbgLbZ/2GnDCpD0Gno7JK60/bKu21NKM6O91vadko6jt4D692v/fyZJwDH9W/KAi6bZkhd9lnsP7Axgj+37bT8FfBXY0nGbirB9C70Z3yXF9oO272xe/4Lekpx13baqPfdkS948LfcAtg7o39I0yhL4y7BcSHoB8Argtm5bUoaklZJ2APuAG20vid+1kJZ7ANM07+VfvQpIOhb4GvAB24933Z4SbI/bPg1YD5whacnc+i+U5R7ARoENfefrgb0dtSUG1IwRfQ34iu2vd92e0mbakheHW+4B7HZgo6QXSnoWcD6wreM2xSyawe4vAbtsf7rr9pQyyJa8ONyyDmC2x4ALgRvoDQZfY3tnt60qQ9JVwPeBUyWNSnpn120q5EzgrcDZfU/4PafrRhWwFrhJ0t30/mG90fY3O27T0FvWyygiom7LugcWEXVLAIuIaiWARUS1EsAioloJYBFRrQSwiKhWAlhEVOv/AOzWKdz/lLrfAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { @@ -74,6 +124,88 @@ "output_type": "display_data" } ], + "source": [ + "%matplotlib inline \n", + "img=np.load(r'C:\\Users\\hoodl\\Desktop\\img_avg.npy')\n", + "bin_image=np.load(r'C:\\Users\\hoodl\\Desktop\\bin_image.npy')\n", + "# img=np.load(r'S:/flir_images/binaries/npyfiles/06102021_H12M23S8MS068_ExpansionTime_bcg0.npy')\n", + "# plt.imshow(img)#,vmin=850, vmax=950)\n", + "# plt.colorbar()\n", + "# plt.gcf().set_dpi(500)\n", + "# plt.show()\n", + "\n", + "arr = img[183:197,220:235] #[183:197,220:235]\n", + "x = np.max(arr)\n", + "plt.imshow(arr,vmin=x-x*.5, vmax=x)\n", + "plt.colorbar()\n", + "plt.show()\n", + "print(np.sum(arr))\n", + "print(\"Gain of 100:\",np.max(arr))\n", + "\n", + "\n", + "plt.imshow(bin_image)#,vmin=x-x*.5, vmax=x)\n", + "plt.colorbar()\n", + "plt.show()\n", + "\n", + "# arr = img[188:193,221:226]\n", + "# # x = np.max(arr)\n", + "# plt.imshow(arr,vmin=x-x*.05, vmax=x)\n", + "# plt.colorbar()\n", + "# plt.show()\n", + "# print(np.sum(arr))\n", + "# print(\"Gain of 100:\",np.max(img))\n", + "\n", + "# arr = img[190:191,227:228]\n", + "# plt.imshow(arr,vmin=x-x*.05, vmax=x)\n", + "# plt.colorbar()\n", + "# plt.show()\n", + "# print(np.sum(arr))\n", + "# print(\"Gain of 100:\",np.max(img))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "MHz = 1e6\n", + "def F4_detuning(detun):\n", + " \"\"\" Cs beatnote for detuning detun from F=4 to F'=5 \"\"\"\n", + " reson_freq = 137.10596515625 * MHz *64\n", + " freq = reson_freq - detun\n", + " return float(freq /64)\n", + "\n", + "print(F4_detuning(-7 * MHz)/MHz)\n", + "\n", + "def reverse(freq):\n", + " reson_freq = 137.10596515625 * MHz\n", + " detun = reson_freq - freq\n", + " return float(detun * 64)\n", + "print(reverse(137.17 * MHz)/MHz)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib notebook\n", + "img1=np.load(r'C:\\Users\\hoodl\\Desktop\\img.npy')\n", + "\n", + "# img=np.load(r'S:/flir_images/binaries/npyfiles/06102021_H12M23S8MS068_ExpansionTime_bcg0.npy')\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": false + }, + "outputs": [], "source": [ "img=np.load(r'C:\\Users\\hoodl\\Desktop\\img.npy')\n", "bcg=np.load(r'C:\\Users\\hoodl\\Desktop\\bcg.npy')\n", @@ -108,30 +240,9 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6082.0 6546.0\n", - "642.0 626.0\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "\n", "print(np.max(bcg+1),np.max(img+1))\n", @@ -143,12 +254,12 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -157,23 +268,65 @@ "needs_background": "light" }, "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[517 493 515 ... 505 544 551]\n", + " [467 532 523 ... 512 529 560]\n", + " [502 476 531 ... 534 503 540]\n", + " ...\n", + " [496 540 525 ... 503 523 540]\n", + " [486 500 517 ... 528 516 498]\n", + " [506 498 498 ... 522 479 494]]\n" + ] } ], "source": [ - "\n", + "img=np.load(r'C:\\Users\\hoodl\\Desktop\\img.npy')\n", "bcg=np.load(r'C:\\Users\\hoodl\\Desktop\\bcg.npy')\n", "\n", + "plt.imshow(img)\n", + "plt.colorbar()\n", + "plt.show()\n", + "\n", "plt.imshow(bcg)\n", "plt.colorbar()\n", - "plt.show()\n" + "plt.show()\n", + "print(bcg)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n", + "1\n" + ] + } + ], + "source": [ + "for i in range(2):\n", + " print(i)" + ] } ], "metadata": { diff --git a/andor_background_calculations.ipynb b/andor_background_calculations.ipynb new file mode 100644 index 0000000..f279537 --- /dev/null +++ b/andor_background_calculations.ipynb @@ -0,0 +1,333 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from PIL import Image" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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X19dlroLBIA8GA9GUfr+fC4UC+3w+bjab7PF4JK6ilOJqtSrvCYIHA0ajUVZKcSgUEv89FArJnBiGIRpatzD0NXI4HCI4iYj39vZ4MBiIIMzn8+zxeLher/NgMGDTNNnlcskYEokEK6V4ZWWFm80mr62tcbfbFb+83+9zJBKR55qmyZOTk1yv18VqxfyAqZ1OJ9dqNaEBpRR7vV42TZMvXLjAvV6Pp6am5HfDMLhUKvHly5c5HA7z+vo6X7p0iZvNptCLbglmMhmORqN8+fJl3traYq/Xy/1+n10uF+/t7Qntut1u9vl8EudxuVycSqXY6/XylStXuN1uc7PZBD3/YAXD9yBI5EVrtZq4Ee12m8vlMq+vr/Pe3p4QP4gFC5JKpUTbwMwf/2Dy0+k0+3w+IeZkMikWB4SH0+nkwWDArVbLZpbVajXe3t5mp9MpwseyLN7a2mIikgBUo9Fgl8vFw+FQzNVCocD9fp+ff/55Nk2Tu90u12o1sXwGgwF/4hOfsDHDM888w06nk71er5iIzz77LDudTs5ms/zZz35WNC+0Fj5f+tKXhCnxXSgUkvc0DIMzmQxXq1Uxh+Gq5XI5JiJutVrscDhOuTztdltctUqlwrlcjt1utwhyzG2pVOJKpcJut5s/8pGP8Pz8PLtcLm61WmxZlmjxcDgsroiuBHw+H6fTaa5Wq6LJ19fX2ePxiIDCeqXTaa7X61wul7nX64mQcrvdsq6w+IiINzc35fuFhQWby9Htdnlubs6mPIrFolgJ6XSalVI2SxWaulKpsGEYbJomN5tNcV3AsKAVnYbhGmDe1tfXeXZ2Vt4hFArxyy+/zKZp8t27d3lzc5Pr9To7HA5eWVnhcrnMLpeL2+02J5NJbrfb3Gq1ZM2vXbuG9zmbggFmqFJKJjQcDstLQpJCK2ExDcPghYUFmex4PM5KKXa73VytVnlnZ8cWO3C5XOKTGobBgUCAj46OeG9vjzudjpi2EDx6RsTn84kGRGQcjJ9Op/nChQtCYPDPYR3o79loNDgcDrPX6+WXX35ZGFN/HogdGtDj8XC5XOapqSk5B8wFXx9mvsvl4lwux8lkUrQeGM80TY7H47YxQYNiDomIFxcXeWVlRa5RSkmcZnFxkU3TZJ/PJ24VhBOINJfL2eaw1WoJo8bjcfZ6vRyJRGTNMT4wBd5tc3OTk8mkTchNTk7Ks3TB1+l0JKOwsLDAwWCQK5UKt9tttixLaEkpJS4d1o9o5KIsLy+z2+3mUqkkdIZ36Ha7nEqleH5+XjIamGOXy8W3b98WYaUrFsuyxNrA8y9cuMBOp5OPj4/Z7Xbz8vKyjaZwL9B7oVDg4XDIzWaT+/0+dzodfvnll/no6IgnJydFKe7t7bFhGKIYIFzOpGDQTWjdlM7lcuzxeCTA4nA4hJBAsDrT6/EDEM/U1BQnEgmxKkzT5CtXrrBSire3t0Wo6MyJ/+P50JYgJqUUb2xscCgUYsuyOBwO8+TkJGcyGW40Glyv1zmbzco7gOharZYQYaPRYIfDwb1eT0zzZrNpm4NoNMoLCwun4h6rq6vif0M7Q4P1+30hpnK5zIuLizYNiFSlw+EQAYn5W1lZ4Z2dHZ6ZmeFyucz5fF6IGe6azryYX7iCevAtHA6zZVkcj8e51+vZ3LOZmRlZLwQg8R66BaOU4hdeeIFjsRhbliVpy263K/OK9cL99cDj5OQkBwIBSYUfHx8z0chs73a7tnSl1+vl/f19jkaj4r4Fg0EmIt7Z2eHV1VWuVCpsmibv7+9zrVbjqakpnpubkxSkvk6wHpCSTCQS/Nprr9lSsWBifQ10q7darfL8/LzQBd613+8zEfGFCxdYKSWWYyAQ4PX1da7X6zwcDrlSqbDD4UDw8+wJBj2ajyxBr9eThUOeF5ocAsDv90vADJMJX82yLM7lcrZgVL/f52g0yvF4nMPhsCyovliwNsC8WLRMJiNBOiISgu52u+zxeCTyrBN+tVrla9eucSQSEW3lcDjEVYJ5XygU5B3GmVjXatCiSimenJy0/W4YBi8uLkqAUGcWpZSY//1+X+ZEnx9oP4fDwfl8XoJe4XBYmNCyLM5kMjJvyKOXy2UR3vDNnU6nMIphGOz1etnj8YjJTDSKYRSLRVvAVVcS9+7d42KxyMPhUNYkm81yu93mmzdvssfj4cPDQw6FQjLWWCxmw1jgfolEgvf29nhmZoabzSYvLS2JEICJXyqVuNvt8qVLl/jq1auyPv1+n1dWVsQSvHPnDqfTaRF8sVhMBJppmhJ/MQyDi8WiBASXl5d5ZWWFW62WxHHS6TRfu3aNY7GYbe0jkQgPh0NxM+BWEo1cl16vJzTjdDq5WCzyxsYGW5bFyWSSY7GYxDRO6OTsCQbED6D9oWl1c7fRaIiGw4JBiIz/vbOzI6lG3F9noFAoxI899hinUim2LEuCT5cvXxZth+ui0Sivrq6yUso2HtzTMAyu1WrC+NDIvV5PJDkCcgsLC2Ke1ut18V8RJce9Lcvio6MjET5ut5tdLhfX63UulUryXqurq3KOz+eT4Fsmk2HTNDmdTvP8/LwNfNNoNORvPd0GbQr3C1mBy5cvn0r76Zmi+fl53t7etglnRML39vY4GAxyKBSSiD7OSafTfHR0xHNzczY/Xj/H7/dzMBjkRqPBfr+fA4EAG4bBlUqFm80mLy4uciQSEeAP0ptLS0sSm4LlCBdTt5J8Ph87nU5uNpu8srLCDx48EOGcSqVE2F+9elWyEZ1Oh0ulks1qyufzQg8YfzabZdM0eW9vj6vVKgcCAd7Y2BCX7Nq1ayKYMZew9GBNRKNRDgQCkubWhXy9XhcrClY0gssYF4TPyRycPcEQjUZ5YmJCgom6v6unqUzT5GQyKSayPgkgXh33gEnWBQOIH3+DyQaDgS0tBv/Y7XbbMht4pmEYPDExIc8jGuWLETUGkei+nt/vF2KLxWLs9/vFh4XZqWuGubk5brfbQmQTExMydlgLsCIwjlKpxJZlidVy8+ZN8Zd1n1fHMkxMTPDnP/95JrKnEicmJuQ5iURCgmW43jRNfuaZZ5iIJAp/eHhoM+v11BnRQyxBrVazpWKJRuY3aIBolD5tt9sSzMN7ejwecZ2wPvi7VquJFXdwcMDD4ZDb7bZco1sn+Xyes9ksZzIZuV8wGJQUJmjy9u3b3O/3bTGTQqHA9XqdDw4OmIh4aWmJC4UCm6bJrVaLa7WauI2PP/64WB7IIACHANpE7AoWwd7eHm9ubrLL5eJgMMhut5uffPJJmcd+vy/uaLvdFmGsB2unp6e51WrBWjx7ggHMjZSPZVkSmQZwBkQ9OTnJbrfbZkbjc+/ePZvmhlDodrt88eJFG4ERjSLSm5ubIpGBA4CPCX9P9+MgTJDfBlH2ej2ORqMcCoXY5XJJWg4mNZhFh7/mcjm+c+cOT05Onopv6BBw/bput8tKKd7c3BQGw2/ValW0jx43QAQc8ZJMJiP3hbuG90ylUrZYgQ51RnZIn/NcLsdXrlyR/1+8eFGyHkQj6y0ej/Pe3t4pKHiz2eS5uTmbtaQLFVgkUBbtdpvdbrdoRrwnLM5er8ehUEiE5fb2NsfjcduYkWYMBAISLPb7/XL/YDDIFy5cEDq0LIsDgQBblsXRaJRnZmbY7XaLIA4GgwJQAn4lmUzy9vY2m6bJgUCAK5WKrLGeqp2cnGTLsnhpaYmr1SoXCgWORCJidW5tbXG9Xmev18vXr1/nw8ND4RMoGLh10WiUl5aW+PLlyxL4tiyLS6USaPTsCYbx4BrRyKf2eDxiJgENOBwOhfhTqRSvr6+zw+Hg9fV1iUiDUXXLAaZgJpMRtNuNGzcEhTc+DqDWMMFEJMFGy7J4bW3NlrLShRU0ITRArVaTeyDabFkW93o9mzXi8/l4fX1dmPr+/fs2a0Apxblcjg3DsAXtwGxKKclyEI3M2cXFRVuq0efziUZBEBLaOZlMSp3JU089xcvLy9xoNOQ99HjExMSEvD801v7+vrzPxMQEdzodXl9fZ9M0ud/v8xe+8AUh6Hq9LkFUzNEv//IvczqdlvH1ej2enZ2VeIbT6eRwOGwbt9/v56OjIxvt6PEfgKc++tGPioB97rnnZD49Hg+XSiV2uVx89epVJiJbJswwDJ6ZmeHDw0OemZmRjMpwOOREIiGCGcJUd7va7bZgQx48eMAbGxvCqIFAgCcmJnhhYUEYPRAIsNvt5gsXLtgE8sLCAhuGwUtLS4IH6Xa74v7hvFgsxvF4nFdXV/kLX/gCOxwOnpmZOZs4Bl1TDgYDIbY7d+7w5uamLZ5AZIfwQqrrC7K/vy+EqCMmx4t8gGZbWFiQbEOtVuNcLidWRbPZtGlPPbKuWzq6MAGgBeYmfD+AWX7sx36MW60Wt1otXllZ4Xg8LsIGQT6n08kOh0MIXCnFu7u7PDs7e8r8xu86s0Dw4D6maQqcGMytA7AymQw3m01Op9McCAT4mWee4V6vx5OTkwL4cblcEhDW5/Hq1aucTCY5kUhIUA2u1sHBgS0QhxiLPnakbxHTiEQibFkWV6tVDgaD3Gw2ZV5u3rwp6VjLsrjdbvNwOBSQFILDjUZDnnPz5k3udDoyJp3RsM6ILcXjcQ4Gg9ztdnlra4uXlpa4Xq+LS4U5jkaj4tJFIhEuFotcq9VEeO3v73M2m+VAIMDxeJx3dna43+/z4uKiQK13dnY4FAqJC3br1i0eDAacz+dtqU2ikdV39epVvnnzJieTSd7a2rIhXwGDN02TQ6EQJxIJ9vl8kjI+oeGzJRjGGUxHLIIgdGKHOYrvotGo+KSoicD9otEo7+7uciwWE1cgmUzaKvXwgXUCs3BcQ+KD6D58PWQCKpUKezweESSAHbvdbu50OhwMBrnVatmAR7CESqUST09PS/BVZ368W7PZ5MuXL/PFixdFG4ZCITFZl5aWxLJA8DSXy3G/3+dSqcShUEgIBfOTSqWEwOE+wdIIhUI8HA7lHliTubm5U+6Ey+XiSqXC4XCYk8kkp1IpvnPnji0rgHsCQKYLCOAjnnvuOe52u3zjxg3R5s1m0wZJxlrp6EYwETICOr1grlqtljB3v98XKwNCFXM4Pz8v98T1pVKJw+Ew1+t1gRnjfrAgYDnpGTPQXLVataXVI5EI12o1DgQCnE6n+YknnrDhKgaDARcKBXkvBL+xvpZl8cTEBMdiMc5mszwcDtnhcJwqKwCC8yTIfPYEg24JYCHBmNFolIvFopiYyWSSg8EgW5bFiUTiFPNCozkcDpHGwPMnEgkJ8mHSNzc3JbYBgi+VShwMBjkSiXCv1xPfFoQCoBOAP+O+IwptIEBKpRI/99xzXK/XuVAoSLR4Y2ODTdPkzc1NiROACXSmQkotGo1yMBgU6DfGBHzGvXv3BOSFlKVukUEI6Ez5kY98RIgNQKfp6Wl2uVw2iwmpScQDKpWKwKTX19f58uXLtkCsbo63Wi2JiYDw4c6hgEpXDpOTk7aycKJRzh7rOS40Iej1gCSCq1iPXq/HwWCQH3vsMVmncrksMZtyuSzPKpfLkuWp1+s2SxH0g1jFxYsX5TqUjmcyGbF0YcHgHeGG6IoQ9OfxeHhjY8P23oh/dLtdwVuEQiERTh6PhwOBAN+/f5+j0ajQpGEYPDs7K7R65gQDIv9KPay204NjIBAsnN/vZ6/Xy4FAQBCEMBNh6u3t7Un1IwhUL6ABEQKyqwslmN+IXiM4Fw6HuVqt8pUrV9gwDB4MBhJAA8PiHkAMgmGROoXASqfTck0ymWSv1yvpOgCjAE9eWFgQC6Lf7wuxgwFQU6GPtdFoyDvBp799+7ZkKsBQhUKBG42GpB/1LAusNT1Yi7Sg0+lkv9/PpVJJBHGpVJL4DcaD4B7RCBwGYQUGhqDBMy9duiSRfGSd3G437+/v8+3btzkajdoEDoTd3bt3ZQx6YRPWfX5+XugkGo3ynTt3ZA4RkPX5fDJXhmHw2toa1+t1W9wJ4wYNxWIxzmQy3O/3eW1tjcPhMGezWXkfBK9XVlaEtjUkIk9MTLDD4eBQKMQLCwvsdrtt74f4EKwnj8fDc3NzwhM/8RM/IQAyfU6IiL/85S/z+vq6rgTOlmCAVITUHPdBYdpBImNxlpeX2efziZmrEzysiLdpXv4AACAASURBVHw+LwvbaDROuSbRaFQq6HB/r9crZibMVR28BHNRb7iBeg28i34+sgtPPvkk1+t1Xl9fF8K1LItDoRDn83mJbeiCKx6Pi5mNYiDLsvipp54SgBSIL5fLybvCTyZ6mEZExgJC2O/3c7/fl3JxIhIUaCgU4kqlIsCfSCTCKysrnEqlbAHDTqcjc411iUQivL+/z3t7e6cQrYeHh2KBYL62t7fF9YEWLhaLfOnSJX788cf5+vXr3Gg0xH+H0oAQhRDSwVyYWygM/KY372m1WhLlx1hu3rwpuAcI8Uwmw8PhkDc3N9myLMlgIeOE+4XDYRuDIt6h09fExITgLTCGaDQqzN9sNtmyLK5UKjwzMyNxnZWVFVZK8cc+9jGOxWKSRoViISJ+6aWXWCnF9+/fZ6UUb21tSUznZFxnTzDofQJ0IkMeHMSPxdDRjyCMTqcjZrUuUHSLo1ar2ZBxRCPrBAv1qGCirt1AtJVKxSaQMI5QKCTfY1x4p6mpKTHl0UcB40WdCNFDfxupUKSioD3xPADATNPkubk5Qc0ppaTXxO7uLu/v73MsFpN6ASAjEYyFMEWWBc8AkwJWi+IkHVWZzWbZ7/fz2tqaCF1UOwLp12q12DRNKQ3WhcXBwYFNEViWJRYDythbrRZXKhWOxWISeISg0N0tBOOQotPRj6CJTqcjfj8yHFgD0AvM9lKpxL1ejxOJBCeTSX7qqadE61++fFmyY71ejyuVyqn+HHjm2tqaMDJo+/j4mJeWlgRhCSGC9Uyn05KxsiyLP/OZz8h7KKX44OCAn3/+eREuRA+tVAg/ncZPBN/ZEwx4CWgzMCiakMBcDYVCIhBAFAgGouAIQCJEw6E5wFyZTIYXFxdtTAafDM/0eDy8srIi5+A3lF+nUimOx+OCRMR5OnAKZeL5fF4YClF+MGMmk5GKQKWUlHjjHQHKCYfDnMlkOBAIcDKZ5MFgwF6vl1999VUZ340bN7jVanEqlWLDMATo1Gg0xBV56qmnZHyY81arxQsLCxyNRnl5eZktyxJBgopBCDrUHej30LNFqBvRgU0YXyAQ4GKxKFYJ/GFYKKZpcr1eF62LVmyJREKsnw9/+MNi9dRqNRFyn/70pwVFiCYxcBOLxSIvLy+zw+HgH//xH5fYCQTQeOYqEolwuVzmbDbLTz/9NBONwEuou9DTvzqtAqZeq9X42rVrQnuwMGAVKaVEIKFfBHAHbreby+WyvDOK3+AaI8jrcDh4eXmZFxYWeGlpSQQWcBsf//jH5Z00V+1sCQadKUFESilbwAfENjU1JWkwaIrZ2Vmem5uzpS6hlQHFXVtbY8uy+M6dOzZhoP97+/Ztm8Ux/oEkRnAIhITYBoTSeCGUUorn5+c5GAzy5uamLUAHokomk8KAqFiEsEGQTvc9gaRDbl7XjoPBQIJfiHvAIoGgmpiYkPmCq4GSaAjnWCwmAd90Oi1pRfjyuDegztDY8XhcBBMgzhB0MHF9Ph93u13RckQPKxzb7bakB3VrBsKf6CFOQY8l6NBnwJ+VetiHYXZ2Vno41Go1np+fFxqC9YEuV6AB4EjW1tZslsdzzz3HnU5HAHjValUsJowDc6AX0QGBahiG9PBAEP3o6OiUW4buY8hKJBIJW2YCgWooNPz9uc99jlutljz7ZG3OlmAAwehQaB01l0wmT9VNuN1uaZzicrkeWZ2J6LHb7ZaqOF37I6CjR8TRCwJZA0y4vpjQjIPBgBcXF7lQKLDf72e/3y8dknSB02w2eWFhwdYsBtpEM/NsY8PiAgYNzQgQFRCIyKhg7AD/6M1MEeAKh8OC0gORIX8P/ADRQxcGBIhA3PLyMl+8eFEEFOoWkJbVU524FzpWGYbBq6urInyQYkOGAGs+MTEh7g7mFve8f/++bZ1LpZLUdCwtLUkqFsA4ALlWV1el0xGEaCqVEqECQY7ALD6I1xwcHEjLucnJSU4mkzwcDsWNSiaTUpy1v7/PjUaDJyYmJBMB4Yhqzxs3btjAaW63m7PZLA8GA56YmJCUKIKvaEiEIi7EJGAhdLtdnpmZEcsYLiDWdnd3F2t29gSDzhRg6N3dXXa5XCJVMclAH4KhLMs6FanGfaB54H/rJdR6kE//FAoFibyjiUYsFuPd3V05H0LJ7/fbWnXhOVhUuB7D4ZDL5TIPBgNeWlqS4qVcLifv1Ww2Jb+9s7PDh4eHUrSjExHeQxc++rjQ0en4+Fg6NeF6v9/P7XZb0mqTk5PyjkopWzMTZE4gJA8ODrhSqfDU1BSXSiWuVqt8//59KYWGIAFjYFzlclliA2BMCKd4PC7MXq1W2TBGPS9QZAZYMIQdIMaZTEbmBTEZj8cjZeJ6cRNwC3j/p59+WlJ5yHLB6oNA0+Nan/rUp5holFpOJpNiYcElBKBJt0BxztHREXu9Xp6fn5dMBOYJrdtwL1h6On1C6BKRuE4Oh4N3d3f5M5/5jDRrgTBFINLr9YrlpD3z7AkG5Jp1UAkkdiKReGQfQ7QlOzo6kkWBm6FXXEKjIgINDaGbXnq9gK6VECDUBchwOLRlHSCccB3GgkWJRqNsGAY/88wzQsTj4Cp87t27x7u7uzaTeX19Xczyg4MDbjabPDMzw7Va7VTbeBQA6eAffHQUpWmawqxAZILR0JcAxOn3+20EvLS0xC6XS4QI3hepSV1I663o9cpB3TJ6FNAM2tvpdEofCz1IifUANsU0TYGKY4xAHcIM1xUPBB2EVTAYlDgEngE8AtYScQE8v9FoiIIAfUIQI9aUTqdF+GUymVMZt5WVFYGSQ+jD/Ieg1HsxdLtdW7n9M888I/D4a9eu2YLYy8vLEsg8szgG3bQe/8CXhYaH/xsMBrnX63Gj0ZCKvTt37gjhj6cmE4kEV6tVDoVCUksfCoX42WeftRE4EdkYH98HAgHbPaEtxmMV+gcBUrwDMBtgEpREQzjp4BTTNAWcAkIolUqS2iQiqfOHf4yszXgpL+6LWAGRvZOVx+PheDwubtOtW7fY4Rh1bUaRkx6shUWAEnnDMIQx8d4YI9CVt27dEpg21hKCTW/b5/f7eXV1lY+Pj2VdU6mUaNxLly5xIpHg3d1dcf1Qf6KPMZlMimUVDofZ7/dLDwa9K1MoFBJG9vl8PDU1JUISAUMIiMPDQ7nu2rVrvL6+LkJM7wKla/rZ2VmxRiB4kMqFMnz22WcF67K6usqtVosjkQhPTU1xNpvlvb09vn79OrtcLr537550jMY66q6vDv+u1WpifZ85wUD0EOkIk05nskch4EzT5EKhYCvJ1q2NxcVFyR8jko776EAkmGZ4jtvtFp/e6XRyLpfjwWDA0WhUgoD69TrycXV1VVCDYFDgLvA+MKP1hRx/B4fDIWk8pGXb7TYrpWwp0lKpdGpzGHQN0i2lqakpmykNBmy1WhLgBXIQ5ur6+jpfuXKFi8UiT01Niak6HsvRrQAwpp7irVQqsiaFQsHmHzudTq7X6+K3o8QeDXXX1tY4n89zoVCQWoylpSW+cOECW5bFL730ki3NnclkREBAIMTjcd7d3ZX/Q/Ch5RtSqZ/+9KfZ4/FIMA8gLcxVIBDgyclJnpyc5I2NDX7++efFpAfzw4LxeDy8trbGbrdb1hYCE7QNi+7ixYuSBcvlctKJS8dqrK2tscvlEgt0MBiww+Hg1dVVjsfj0o8B1oueJr1+/bqeKTt7ggHSE6Zwo9HgTqcjueFEImHzAXd3d/nixYtiCrrdbt7e3uZer8dzc3NCrJFIhJeWlmy+o27O6pVwTqeTX3jhBWE0ZAl0xltdXbV1LMakT0xMcLPZlPG4XC6emZlhwzAkFakLG6WUvCMw9/r9oK0QIxm3RkqlEhcKBa5Wq2IFQeMhDqOnSjOZDM/Pz3Or1WKXyyXApUwmI/BypE71d9vb2xMEaDQaldiEZVm8sbEhDDEcDoWYEfnXBW6r1eLFxUX2eDxcqVS4Wq3ywsKCWDfHx8fscIw6g09NTfHly5dt6U4EAKPRKP/kT/4kT05Onmp3hg/a8YFRlpaWxIUjIjHFURFaLBYlNpRMJuVch8MhlgMKpYLBoMRUsI9ELBazubOhUEjg6np6t1wuSxwE40B2aGNjg30+n7hnEPiDwYA7nY402t3c3OTDw0Npp6e3KyQicRtisZjArr1eL9bw7AkGdCLWU3l6Wzd8V6/XJSOhuxggEJikKB2ORqOiLfXNRtB6G9oglUqJyT4xMSFgIKKHnXj03pBExC+++KJtYxtEn4lGFYe4/urVqyL4oMUzmQzncjnp2af3qkTQCxh4CDUAcICPQFpwfGMbh8PB1WpVMhSIEwAB12q1+MaNG8K4CwsLUjqsxw1Q2wAA1v3799k0TWnMCivP6/VKkxucDwEEzVgqlSTfrlt1cG/a7TZfunRJgEnIToxvugPIsd/vF6bQkYo4r9vtSgCw3W5ztVqVlnN7e3sS0I5Go4K6jUQiPBgM+Pbt26yUsrlCqGOA3x+Px7ndbtvg28Vikbe2tiQW5HK52Ofz8XA4FAGopzzhrmIeiYh/8Rd/UWh6YWFB/gUNg9YPDw9FEMMaXllZ4dnZWaninJiY4CeeeIKXl5fPZowBpiAmDJM4jiwEU+jNU8AI8AWBFoO2wAegF0ShsVi69sck53I5W3pTDyxicxrd8sDH5XJxv9/ncrnM09PTMgaPxyMRZ7xjJBJhn89ny0PrIC9YADjf5/MJcImIpFMwtAuujcViPD8/z9FolJ977jkxf2u1mrTmx7NWVla4Wq3yzZs3RZCgszbGNDs7K9pLr3vAXL3wwgtsmqNS39dff13m2Ol08nA4FGFsGIYwFbIMTqfTVuFI9BA1CW1JNLIWL126JEFVYDR0QexwOPjpp5/mw8NDsTKB/tSFC/6OxWKSAh9vyffgwQMRIpb1sBMWLEj0y0gkEhKkRSZtZ2dH3h9xrEKhIALa4XDIO8fjcRFeuVxO0q3lclkst263y/V6XSpWIaiefPJJ3trakiIwHeoOWh3fA/ZMCobxMl6llGhKVFTmcjnbbk/6uSD2dDotCw1Ts1gsSkYCTAkBgfZdevwBkWBoRb2UVY+mf/KTn2S/32/r94ccciaTYYfDYWN8y7KkqSfM/16vxz6fTwQBhBDGjvth/wswgu7m4FkzMzM2AtTTnIgtoLQ8EAjYMj3Xr19np9MpyEwd0YexYB6Q3UDDEKKRBba0tCRdshAUnJyc5EgkIsVgeB422fH5fBLgJBql92ApIt6gV4Q6HA7ZhAeMi/N1SwRMhMYq+i5PEHBzc3M8PT0tQr7b7QqSFtoY2rzZbIqFpj+LaJQZQPWuHlOAoNnf3+ePfexjXKlU+Mknn+RUKiVWCtHDwjj9WrieWJvp6WkeDoe8tbXFvV5Pai5wPcYyPT0tgqlcLvPGxobuip49waBPdiQSEUgp/G8dTaing/R6hHq9zjMzM7KYOlM+Cq9ANOpaBGbA4mAiYTLn8/lT5b66oMD+iU8++aRNo8NsROVis9m0tQZH5yn8H4wH90QpxUtLS48EbyFYCMCLjhKFWwaiATR6PPMDjTwcDjkajYqwAZzZNE1+8cUXuVKpSPMQECzam6Fv4bVr18S1gw/e7/fFhAdTY68LvG+9XudwOCy9EBcWFjidTsv2grDoHrV+3W5X1gprfenSJX7llVd4YmJCOiXj/JdeeknuBSg7hC+YS4eSp9NpCSRDqOluWz6f5+PjY2k7CEGr7/c5PT1tY1yMd3Z2Vva9QGp6cnJSisSWl5fFHbl79y6//vrrvLy8zN1uV57z+OOP21q84dNoNCSOAcTmiZI9e4IBZtejmA/EpkvRdDotDTIff/xx9ng8XCgU2Ov1cjQaFU1LRLYCJKQoiUYBrfFngingg6ZSKVvRjc7EGxsb7PV6eXJyUrpFAeqLe6ELMRCTGxsbvLS0JBoDUepkMsmdTkdcDGgb3U3AVnpEo7hHKpXimZkZTqfTfP36dXkvWFrJZFIatcIdAEQc7wHILzTkwsKCVPTl83lbMBJzf/v2bRESW1tbYqG53W5bTEcpJa3SXC6XCEW9WpboYQs+PW6kZ250Kw01LjivUCjI8+v1uuTydQEK6wcBX6KH+2Xq40BtBXoxQEjradTnnnuOa7WaBCIvXbok8x4Oh8V9fOmll7jRaEhdi2mOem4g6KuUEsCYrvj+0l/6SzYBBBcF5eSYP7fbLQ17fD4fX7x4kROJBIfDYX7w4AEbxqheKJVKSc3LmRMMCL5BC+oTQjQCgaDE2efz2YgVEWgQBhHJPg5HR0c26W1Zli3/C22v1xlMTEwIE+H5kMjjIBl9rHoTVhRvoQMSpLj+fvr4QbjZbPYUVh4Rcl1jAoqsv0cgELBpVz0O0uv1pCIR7hauzWazPD8/L6XF+F53H5LJJLdaLYmKwyWClgODQuBsb2/zhz/8YbESwOBKKdHSgAjr0G3MEzoRAd0Yj8fFz9c3/EEhUbFYlE7Rk5OTXK1WRQihVZppmrIRT6vVOlXPAhcMc4dYRDgc5oODA45EIry2tiYKZxyeHwwGhVGJRpYLitcQ/EU8Y3t7W1Cc2MszEAjYLIuJiQkOBoO8vb0tDWP1PVkRrwF9Yl8LNCJCxiUSiXCj0UDc5WwJBjAZTF298w2CWeOINDA8zE0wEhgLZrbuB8P30hlqXGvokGn4vTDNoW2RyoRlgFoNPacO5ikWi/zYY4/xxYsXeXJyUrIfIOxnn31WzGZdaMDfhYVwfHzMkUhECrHQsASFTiBQbA1nGIZUZOrvh/cgItmWvt/vS9WqYRg8PT1t27IesYq1tTX+0Ic+dKqNvr4u8NWRQtMDYaZp2jIIy8vLnEwmZbu8wWAgzIFy5lwuJ8Jbb5gLBYDaD8wZ0cOqzenpaS4Wi/z5z3/e1tIfLdP0nbWmp6e51+tJHQXcn1qtJs/QGRcNagGHzufz7PV6udFo8Pz8PL/00kuyDT0yL2jAA+GIOh6iUSASjA0FBQBYoVCwNS0GkA2b5qytrXGlUpGY1eXLl9ntdgtGRKtvOVuCAYQSjUblpcd9RwgNRKahvYfDIX/hC1+QCj4QPRgegUVYHON5+3G/GxWIwWDQRjgAkuC5OrIQmt3j8YgJ2Ol0bNeDiUKhEB8fH8s+mRBQ+nlwJXSG0xF82FQFm86C+UFMPp9PrCwIOpihtVqNE4mEzffWodJ6tyIItlarxaFQSEz2nZ0duV6/j75HBoKsAIUtLy+LtnW73ZzP57lUKnE8HpfWarVaTdYvm83aslR6ms/hGG25BjdFZ3jcC9YYEYk2hzuHzWMgUJHy3dnZYdMc9Y3o9/u2dDYEKlLF2OsD8QVYG8Az1Go1cZGAeBwvyW+1WrIVAtYN668XfuF95ubm+LOf/SwHAgGuVqt8cHDAExMTUmiIfS5Ad3C30GHsTAoGnQl0jQSADyoHYZJNTU3Z8AuVSoWXlpZssGk9e6Gb+WCwUCgkGQrDMGzNUEHo+kJCKGDbcTwXfqW+iDBlg8GgDZsB7aQXgOkCD4Tvcrl4dnZWgEqDwUAQb2AuIjrVJBWEDA3X7/dl0xsItnq9LgyNeYJGB3GiXFi35CBcZmZmOJlMcjKZlF4BeiwErsP9+/e51WrJuoGxAoGAYCyGwyH3ej0RbjCRAXKDoEGhmdfrlSYm2IEqkUjwzMyMmNyYh8PDQ+50OlLare9JAZcE6UGih7tJYdv4jY2NU7UtpVJJWryjHynM9UqlYrNIkWqEm4hGw36//1T3ccuyRAChHwc2Cjo+PuZKpcKpVIpff/11G412u11xMRKJhAChEEiHS3ESPD9bgsHhcPCLL77IRGTz03SpD+KHmaVPJLY4A6FDuuuTrmvgYrFo8zHxGwQDejlCe25ubrLT6eSlpSXBN8B90MEpcIPQu1Fn4FarJdYQnglmhhABUekYDNwHJjhy836/X+DbiUTCNk/RaJRdLpcUEeF7BK2IiB88eMDRaJTb7bacr48BlgGsLb0AaDwmUCwWReBCeIDZ8C+yFNCiuJ9pjipXYbVgfpAFyOfzHAqFeHZ21rbdGtYPc4XaGd1qg9WJexaLRXGR8DustvE1AOxer3FBXQR6T4A+lFLS5QnCAHPY6/VkDR9VCDgzM8N7e3si4HX4ODo8Q0GWSiXJbE1PT0tWC5aLTjPxeJyz2Sxfv35d6i3OnGAAA+lgI0wmorb4zev12tqd68IAOyrrEhVxhE6nI0hCmKZgMB0WjczFeOdpmI+xWExMTpi3sGL0jkjwQbvdrjQVhTDQqzoRMPN6vYJKxPuUSiUulUq8t7cn32EPBYwZFoVpjnZh0pvafuYzn+GjoyMOBAK8u7trqwzUey00Gg1bTwXcAyawrtkQFNS3yiMifv7557lcLrNhjHZ8Rikz0s2oKcC4dQg4grWoB8E6KzVqsoIsAeYbO13l83k5f3t7W8bTarVsWAugWUEjmFuMRY+j4L0KhQIfHBzw8vLyqSA1PnBJsfco4iC4r9/vt+2fiiZDSH8iFtRoNHhra0vOQ7n03Nwcr6+vS3NZ7Nfp8/k4GAyKMAegC8IlEomIgIaQPImPnD3BoOeH9UCijgMnGpUlQzuMS9/xsmcAoiBE9Ko+RIrB2ChWwrV6FHt7e1vQatlsViLpd+/eZaKHbb8wDgBWQDxgdtwfexHC9dAbwTgco5b3jUZDMih64RPGB4BWPB4XwkDBka55QTz6FnD4PhwO21wRpB+JRi7Xa6+9JkFCMA0i6zqGAr0P4XKEw2HpPITnJZNJ/shHPsKhUMgWe+l0OrYsEIKfusWnf/TvAVCDSU80ivWgElQXwMCGdLtdvnPnDh8fH/Pi4qKY3GhqAqGIeAgEzOTkpGwjl0ql2OfzSXdm3X2B8Nrc3LT1qCwUCtJRDLEwy3q4wZDf7+dWq8XD4VDesVQq2fp6AP2K9Zqbm+NAIMAf//jHxeLR09J6Fu5Hf/RHz6ZgALhGD2ahOhHaRU89YpEfBXwZZ6RvB24CAWBvTCzw3t6eDahENMpLO51OsUiAlc9kMjw7Oyv+He5br9d5YWGBPR6PMFaxWJSGqIBwRyIRnpiYEM2SSqVk521kGKBhUZ6M/+u7IelaGIEuRMPn5+dZqVGHLH1PQ2gbvYlpNpuVjIDf77dtugrrRI8B4Ht0aYJABKxdHxewGojGOxwOseIcDoct8g9/HfTgcDikLRqEmdPptEGoESciGrmXOh1AMayurvKdO3d4fX3dVjUKpC06cU9MTHAqlZL6iJWVFVkzIrL1i0QqFXETuDT7+/vs8/m40WhwJpMRnAcsU9M0paIVc4X7hsNhvnTpkq3oamVlReav2WzyG2+8IeNBzw9sLgOFqNdTvK+CgYj+KhH9v0T0T7XvokT0d4jot07+jZx8r4jo54jot4nofyei6fcqGPSPnhaCaas3Hrl8+fKpSD4mTxcIeoMVQFRNc9RRyO12C8INeWAw3+OPPy5jQFs4EA9cDdM0bQCpXC53avu6XC4nW9FhTGjkiZ6ECwsLvL29bWNqnKu7PAcHB3zr1i35DZZDPB7nSCRi2/E6Eonws88+KzsdIeCoo+TAcOMpOMQU9H4Ce3t7tpbv+u7SlUqFc7kcl8tlCdTVajWBOeuWFK7HO41nbbBP5cLCgvSpQHzIsixeWFgQwFClUpGCr/FuVqlUijc3N3lnZ4er1Sonk0mZXz3mgnQeGAibC/l8Pl5aWuJYLCauzrhy8fv9Mud4LmJgdKLtYVGhh+fExATv7u7y3t4eDwYDvnDhgq0IT1cGpmlKa/50Os2FQoHv3LkjO3RhfbrdrggV7KPZarW4VCpxo9HgtbU1XeC+r4JhnYimxwTDF4notZO/XyOif+/k70Mi+rUTAbFIRP/ovQxCqdEuQDDxdUmnI+H0HDhSNtBmOuIQfuSj9pkEc+I7pMvwTOD8L126JNFsPXOguxv6TlP4LhaLScGUzug6OMXtdvNgMODZ2Vlp9qILBj3zAEaGFrcsSxhC72CNLsvT09OczWZ5dXVV5mu8iCiXy4mGmZqakjoGrIF+fjgc5ldeeeUUhkBHHyIeoO+VARiuYRjSog73jEQiss56mzTTNGWrNWQN4L4gbpHP52UMsKaeeOIJdjhGLeBKpZII43g8zsvLy1KtWalU+PHHH+d6vc7Ly8vCXHoaG02FlVK2ojGstc/nE/NepyH0eMT7EZG4TbCeMG6lRvtHXL16VQKggJZ7vV7Bk0CQ6ntV7O7ucqfTEaXW7/c5l8uJ64NaokqlwsfHx7Z9Rt5XwXDC8KUxwfCbRJQ5+TtDRL958vd/TERPPOq892IxwNeHFoZmRCBF35nI6/XKDtIgMt1qwE7MSC8SjSLAg8HAFs9wOp3iV+vMgyIqfJfJZCRbUalUpIoTpcl69yOMHb4iBBEYVYdrYyPYcbw7mB2Lip4I6GYMC8gwDL5165bNnwZh688hGsVCOp2ORLBBgIgRNBoNnpmZscVFsB5663p9X0z8fuHCBWmIi+dhzPDTYaXMzs7KzltExDdu3BCXETs2GYYhjVSwJvfu3ROUKd6TaGR+n/jQ8t3Vq1f54OBAwD9wgfQdwvS5gbLZ2tqSTI8eSISlCPAQ3MPDw0NuNpucz+dlKzsoq4ODA7l/u93mdrvN9+/fl92/b968Ke6haT7s76inj7FbNtZtZmaGb9++zXNzc/IOOpqUiMQSCYVCstYndPqBC4Y/Hvv9j07+/VtEtKp9/3eJaPbb3PM+Ef36ycdWqorJhMaHhvR6vbaNZ2CKAm23vb0t1WXIUOjYgHA4LNaBDmFuNps2/P7W1paknUAY3y7bMb6nIVyPjY2NU+XbRA87CKFkVidOXYjoGZd4PC6wXqLTbecsy7JtaJJMJm0pz5mZGQFuYS9GwxjtQ6EzrGEY/Nprr8neFI8KeBKRXK+Pu1gsCoFalsW3bt2SdN84+nIcFg4BmEqluNFo2NCoGxsbEksaR4ciBqF3N8pk7WnaugAAIABJREFUMrbmrkqNGrPqreGQacE7XLlyRa4NBoPSQBbPQTk9sDMQMkdHR1JshfQx4k+Ij01MTPDMzAzn83kBXy0vLwuWAQJWpwVUy16/fl3iEPg3kUiwy+XihYUFXllZ4RdeeEFwHriH3++30XcymYRA/IEJhr/9CMEw815cCZ259FQM0SgXjpbdTqeTk8kkR6NRKXCZnZ0VrV8qlU75tfl8nqenp3l7e1vq57Hj9f7+Pnu9XgmyYTIHg4FMNPxAvYyZTqwEtNjSwUF0Yh2AgMbBVkQPi8aQ5kL8IBqNCqQYvrWebcA+BnrvRhAreloaxqjZi44VQKxhe3ubo9GoRO13dnak9gKRcQjOfr/Pg8FAsjD9ft8WgINAwhiOj4+50Whwt9sVAYyiJMwF4jyw9pDFwD07nY70Q0QrOFhq4XCY4/G40EYmk5FGr7Ai9EYzuVyOs9ksVyoVSUnqFbd4T6wbyrlRkdpsNsVdQQu4WCwmbpTL5TqFvsQ5TzzxhFgKhmHYcBjj2xciqHvt2jV+9dVXeWFhQdYBaW+kIJHxQdt4dMeamZmRoCmEJnAVDx48QHbibLoSkOYOh8OWlgJR6WYqviN6GOFH1Bqmtl4QA79P13TNZlM2btna2hLNiZSSrumq1SrPzMxIVHl9fV3Md701OoJ50AY64SNo5PF4bJDfw8ND2V8BO2AhoARLJRgMSrswHaCDv2Ha4ly9MSudWCrQpPoOUHg3OrEEHhWX+amf+ilxB27evMnHx8dcKBRsBU3w/TudDodCIZ6amuKdnR3R5PV6XTIlupBElabX6xUGBuQcO4BjHKhSxLXtdlvwERiDXggGqDOqbovFoliNbrebFxcXxRrAfMPPx7yMWzcow15fX5fqSCLiD33oQzKOpaUl9nq9cm273Zbely6XS9YB96zX69xqtXh6evpUEBqKDbSwsbHBg8GA0+k0BwIBeYauSAHk8vl80hLgfc9KfBvB8NNkDz5+8eTvI7IHH//xe7l/IBCQgiW9sAkpNrRW0zXLxYsX2ev1SinrxsaGDVmmp9MQMEwmk2yao30e4ZKkUinZhgya4ejoSATDlStXxCQtFAqy8zJSQ3gWxgvtg0h2uVyWKkEEkSCwwMx6vh9gGb1mIRAIcLPZ5GKxyNlslhOJhCBFS6USJxIJvnjxIpfLZRuCcXV1lYPBoDRT1YWq3tdQJ6pYLMaPPfaYuDKTk5OcyWRk7wJsbILzsdfl/v6+zBPWcXl5mXd3d8XaA7OhmhDPR0AWEGvcW0dkulwu+f3BgwcCsoKrcPPmTWn5ZlmWra076h4Q5LUsi+/evcv37t2T4N7CwgJXKhWxrHQAGOhKR9XqO0wRPaz63NzcFEvF5/PJ/bDN4HhvDb/fz88++6w0DIZleP/+fU6lUnINdt2enZ2V2AlSq06nk5977jkmIrE8YXEBJfy+F1ER0V8not8joreJ6HeJ6ENEFKORm/BbJ/9GT85VRPQfEtG/IKLfoG8TX3iUKwGzEl2KkF/WNyHBQo2Dd1qtli02AbOKaBTF1Uut4avp/wcBIchGNMrng/DgnxONouTj6StYNx/60IckFqAj7SD0cP34xrRo7Kq3dMN+h3hnMOnrr7/Og8FAKhIBiQWUXG+DDjelXq+L1kgmk+ILw2dHHn1nZ0eg3rpGGwwGwrwbGxu8ublpQzBCwMFiczgc/NRTT9kKzdxuN7vdbpsCGIdYh0Ih7na7tnb+6+vrwsy3bt2S/TXcbjd/9KMfZaWULRD38Y9//NTOYzpTY+71Lt2ojkRcQt/tC1F/CHC8UyaTkXQygtmRSEQsCASM19fXxdrS3xm0gXsCJQqa3NvbE8UDJabXtxweHkonMFhdCBgfHByIsotGo1wqlfC+Zw/gNP7R8f74zuVyibaHNEZ3JH1ikTkAsejmGWIYgBDrpjlqCwBqwb1A1CB+olH+GEycSCQE2x+LxXhqakoYU38nCKV4PM6DwUAauOitwhEERfoPkFvEFMLhsDR4QYS9Wq2y1+s91UpexxvApTFNkz/84Q/z/v6+VKmieSj25EQnZ4w5EAgICAqRcmR8DMOwwbD1nayIHnayggmupzJRgYrMjmVZAsNGi73l5WXu9Xrc6/UkLjMzMyOuCmIG4/0wTNOUOUPPC6fTKS4emD+fz3Oj0RDwV71e54ODA4kVlMtl/vSnP813797lUCjE4XBY9tkol8viikLTw9K7fv26NC7W1xd0BisRu25hzWAV7u3tSUHUwsICLywsiFUxMTHBLpeLf+RHfoRffPFFcYM6nY48Y21tTSDYoVDobFdXulwuac8O6YjAld45GVr66OhIhAEmBRMOpvF4PBKYjMfjwuDXr19nIpL0VK/Xs6Eu0VMPmlWX9LOzs1wul/mll14SggsGgxKcDIVCAtMtFAqnovr45PN5W20EtCOYj2jUhwGWkY7wi8fjtuawKysrgglAdgcgm7m5Od7a2pIOSdipWxceq6urTDSKlyCNCZPaskZt/fUdmbGnB4Q3tozHvg5EDwFMev4+m83y1NQUu1wugYTrADAikjZv+A7PQ1B5bm5Ogsx6kx2iUWAPGxhvbm6yx+MRQJy+NyViVBCAUADocYF1XV1dlSIu/Vl7e3syT9g5yzRNXllZEavJ4XBwOp3mcrnMh4eHPDs7y8PhUGIUqMtAFmJ6elpSyrqQMQxDLMi9vT1RhJgvlN8jdtHr9Xh7e9sWzzlRdGdTMOgf9MeHi+Byufjll1+WoiQdG6+UklLa8bLkUqnETz/9NA+HQ2EcpUb1CmjGoT8X10NzI3qv92pEsPGNN96Q8+FjJpNJvnz5svh2ujZBZ2MEoKrVKu/v7wtRI/0GZkf6FcyjQ351QBE0N2IxRCNfV89a6LUDeiMVvZclGNTpdNqi91euXLF1mEZwNpVK8fb2tuAl4vE4+3w+Wxk6mMnhcHAgELAFXYPBIMdiMdseCPpHTxEXCgUb6A3mu45qxLzActrd3ZXsiN7RWRf+KysrMh/6b7pQRNwH5zidTrG+DONhwxe4JxCE09PTglPBOQ8ePGDTNEVIIe6F5wJ4hj1J7t27J928QWvVapUTiYRYK3i/lZUVvnXrljQ4JiLJmpzQ4NkTDON+rc6wMHl1sxi/AZ2G82/fvi2aaHt7WwQKUkI4b3JykrPZrOwfoTdhwb31Ldpv374t/iQi5H6/X4gX7dd1X15/ni5wdKwCUJNut5vT6bQQuh6kGg6HsrMR0QioBIAV7h+NRjmbzYqFcnR0JAVWw+FQwDaIO4DxiB5iK5B+NU1TcAnoXlWv109VF6Jhiv6daZriYpmmKXUa+r6PRCS7Z+ubwqA5rN6TATGJ5eVlm8uiV0lifPo74eN2u20bF+n0hCI5rL1Oe9D8uVxO9gqFUGi1WpzP53l3d1d6eoKmAGMOhUJ85coV6U4OpQWUqE6zyGCgC9PFixdttGiapmyvl8vlZH5gSaZSKQ4Gg+LmKKVknw7Qxsm7nT3BMP5B2gr+tN66G+W5kNDIPYNY4ZtD6oKhvF6vaB0ErFAnASvCMEal0sjf+/1+DgaDtvJZl8vFn/rUp6RQBw04QLhOp5Pb7bZN2xGNNqhBNSF+w85XeC8sNExbnRnwQaBM/w7IQ6AY8f3U1JStJkGvVcBmN0SjIrHLly/b3sEwDFuhFFrYE5FUZoLhMMfYd0O3xjAeXYjrEHG97B1CA3Br7OdJNHKldAsHHZSJHlpNOuOjAW21WuUrV65IEBPFcNVqVXYwh0WIACo0P6weBMSxYxZ8d8wHmqtg/cLhsJj4RKMAJ6ycUCjEfr9fLBFdwO3v73OlUhFXY1xBQnBjMxvQPLa5w5rr7gyqSM+sYBgvtcVCz83N2WDNXq9X4gGlUknMJoCKoPmQIdA1N/4G3kFPcSKeARMSEhk7VUFKW5bFn/zkJ22AKAgNRPwLhYLN/MRnMBiwx+PhV199lS3L4jt37jCRHfQCYtel/aOQfyAWIpJ8vt64pFAo8M7OzqmIN5hMz46ACHE9tlPTn3Xx4kV5T2jsfD4v1aBzc3N86dIlvnjxoi0IiWeCSVCopXel0iHdujYd/3Q6HRuQrNvt8v3791kpxVeuXOFqtSpzimwAPtgqEF2nqtWqxC0A6AqHw4wsGWgQFgViUd1ul2OxGF+5coUta7RtAfatQL8KxB+wGQziBG63m2dnZ7ndbnM4HLalpUErsFQwR9jVPZlMipD/pV/6JRuqF8pmYWFB8BC/8Au/IHx1Mp9nTzCgGy9MSJhS0FzYwBVpTUz2OOO98sorMrkIHiLqrX+AbYD01YkYremj0Sh/7nOfY8uybEypF7W8/PLLQkwYNxHZmqmMa0YIMR2E5HA4+Pj4WDSsUiPsfiaT4cnJSZsmTyQSPDU1xT//8z9v21NiaWmJt7a2bKXZMDsxX16v1wbgCQQCYobrzAg3xel0StconamLxaK8D+63tbVls+L0+YZGLhaLUvyDgCcEKPYihVAe3+Ucabnl5WVpbFMsFk9lY/b392UcWN9cLscOh8OGGWk0Glyv16WorFwuC0ZlZWWFP/GJT8i6omsTEUk7Oo/Hw91ul8PhsNSF4F0R2wgEAlypVETwAswEJYFrEGOJRqPc6/XYNEfVu+1224bmLZfLsoenZT3c8hCZEvTBsCyLs9ksX758WZTUmRMM4/5dIpHg4+NjvnLlChcKBe73+yKN/X6/ADtwTSwWkwnqdrtcKpVOlfRigcEw0ArYszGXy0kNAPxhuCEAAblcLmm+gcCPbo0g3Ver1QSKS0S2eweDQenTB0GjQ63RFQjCIRqN8urqqqQbsWGq/m7jm+HoNQsYI0xmv9/P/X7fhq2Yn5/nXC4nMY9r165JxyCkzqCBE4mE1AEAUQq/GvdDwA57czzKAlBKiWAwDEPO3dvb4ytXrohiwKYrxWJRNoy5ceOGWHWGYfDP/uzPirBGehCdw3Ut3Ov1+M6dO2JdQTiilPzll1/mZDIpaUkopHQ6zdvb29KId2JiQtrtl0olfvnll6WMPx6P8yuvvML5fF5S0ng+Aukej4fr9brN+gPyc3Fx0Va8BfcLtIXvUIgFoXJwcGCzpBEQhoI6s+lKfQIBENJNTxCmZVmCX0DFm05wx8fHgv0/PDzkUqnELpdLcA1f/OIX2el0nsq3681B9XvqloKeLszn82KygsAR9ERqCcAYHVQ1MzPDPp/vVOn3eK3FcDjk6elpYXq9VyGafUKL6NFytLVHaha4AJib2LwV90ylUpxMJgWktLOzw/V6ne/evSuaR58n1KcgaDtusWENUQzldDrlX5QeI84B10xvwIP4QLvd5ng8bkOXhkIh6T6N8x/1N6wTPTMD5oJFOj09LXuSQAjBUkHVKBSN2+2WeMyFCxds6FZ9DfX/f/SjH2XLGvX6cDpH+7CiZRvcuGq1asvgVCoVucedO3ck4Dk5OSnWDlCMcG8A3tN7jyo16haG5sitVuvs7kSlZxz0eICu5Z999lk2TZMvXbpkiz5jEcEo6Dykbw4CrQRfHYyJNBrKXHE+kd1lIDpd/AKQDDpA4TfTNAUyOz8/L2Ad+LfIKOjnQ9KHw2GB1YK4cQ6q+PRaEGgbvP/u7q6Y8YjZINV5cHAgKTvMM2DGEKaGYdgqM4+Ojnhra0uQoLgWO1UPh0O5HqXTGFckEvn/qHuT4MjW687vuzdnDDkncgAykQASCWRiLiAxD1UFVKGAGvAKVcWqehMfX5GvHkk9PZESH0VKNCmFxAhJDMlyhKT2RiFZq26vHGGHQ+Fw9MKr7mjbbXUrHG2pN147wl54f7xI/A7OvQAtLh47AosMAInMe7/7DWf8n/9R0FipVFKhwLzjDlitzhrCUmRbEDrXJ4kFCYsPT6rWCm3Soi9evJC3b9/K+vq6Pp9NxRI7KhaLWpnJ/5LJpGxsbMjMzIx+d2JiQtOyfGZlZSWAeKSq13KTRqNRreLkRaEewWv2nI17eV6fW4H4DfgE9gRITFzGXC6nc2bh8Tc2xhCW/rw6nc6VXhFMGLldDkKpVJJisagCoNvtBnLNbDpSjqSr7AGNRqOyvb2tiDSCSIB5CoWCNJtNefLkiV47Go0GoudkJZxz6galUilpt9vSarXkO9/5TgCLz8YvlUqK7iPlGIZw7+/vy/z8fMA/hd8PrYEWoTU916vX64HCm7GxMQUulctlef36tZLBeJ4nt2/fVup3XKbl5WVNK8Zilw1xeEZiKdSasEm3trYCWZYf/OAHASsBSjnIV3nfwts5PJVKRc3y/f196fV6ylKEKxHuNMXLZq+SyaRq5VqtFjD3WUtrzUDLxwGGGh5wE+tYKBTk/PxcBZBl53bOKaFruVzW4jzn+o2Nms2m7OzsqPDb2toS3+/zYCLUEQZk5rLZrJasn5+fSyqVkv39fcXTOKfYipsnGOh9QKEUXXVIkWF+wnFA6sdGvG3Enc1P4AjyFRabAA+LZUky+C4HAkINi7XI5/Ny7949DXDaBjeUSqPNIT6xpubt27cVrQlC0bYtx4f0vH4D1Hv37snZ2Zn6kdvb27qJIa0pFouysbEhv/d7vyeLi4vy5s0bOTo6kkgkInt7e3J8fKxwZg4bQgWfGbg4mxzNboUTFPkcXlschOvV6XQ0jkEjIbQ6nbcQ5taC2t/fl2g0GuA+QBtXq1XV2oz/0aNH+l0IXUnRUfLsXB/oA6pzc3NT5ubmtOfHzs6O+uiPHz+WwcHBAGP5wsKCzM3NSbValXw+H0DIOue0DR3PymGsVCq6D1ZWVrS/Kc8N6hXF5fuXPSxtkJiO6++//77Gunh+rFrGh9sWxsJcxChunmBAyxF8sxPv+75yC2BVWP/WWhLtdjtAkMphJ8KNC4Kfib+NP46JygJwDQuQodhrenpaWq2WbG5uSiqVUq4+av9hi0ZLETy0z8WGSiaTuuHu3Lmjc/D27Vs1b7kOABjP61ftWYo7tCYNZpzr+7+0tnvz5k2AI5HUGCY9TVysNWPp7GgOUyqVAsVktq6FxrgIAg42ICtYs2Kxfst566JYM7rZbEqv11N35/bt2zqO3d1dmZ2dVU1MQNYKaTSxDXxy2FZXV2V2dlY6nY5UKhVNM7IWIyMjV8BSYeHHGk1OTuraoMDy+bysrq6qVUUMZ2NjI1Agx7On02kt5cbys/yPp6enagVjcZA5siA3ygkIGMP9eLG3bp5g4ODYDWkPeLlc1qIQu9j8JDXHJNv8MItpJ5D3E4mEgqhsmtQKAfpNsgnD+AQrnTmsk5OTUiqVpFqtKkEn1/Y8L0D71Ww2lSHauT4gKpvNauAxFoup6U0wi02JFt3f35eDgwPZ29uT995770o5ted5yrVI1oW4iPVxrWXGd62goKCM+cQls1oOAYjm4oCSqmRex8bGJBqNytHRkR5YuCgsw9L5+bn4vi8ffPCBtNvtgPKIx+N6fdKZ7BcOIkK30+nI+fm5zM7OqrD64osvNCbE887Ozkqj0ZBOp6PVtLbmJVzbwXODo2EPRiIRqVarAQJaG7eyJDB2X0YiEXny5IncvXs3kKFyrm9tAam39SRWEfi+Lx9//LHU63X5/PPP5ejo6JfD+fifQjBQ0eacU+loBQGbyB5IJnZgYEAhy0TBd3Z25N1339Vodi6XU4w//nm3271ygMCu2wYjlUol0BgX0w+zj1JgDgomOGlIqNXD3bGgTXeuz2dp8fw2wMR3wBzk83n15RFqCJFarSYPHz6UfD4vqVRKFhYWtH7fpkWJA4DotNgHy4nJWIk92OAc8RYOKRB0K6ypYYlGo/L8+XP5tV/7NZmenta0IM9oO3hT0lypVHRcuVxOpqamZH19XXK5nGxvb2vKmHqA2dlZuXfvnsKOsR5831fGKLIcNgZBxSdcouvr67ou7JVMJiNPnz7VOSwUCnJycqLu4O7ubqDDtkV3JpNJ2dnZURRtu92Wr33ta+J5l71Ci8WiDAwMyMrKimxtbcnq6qoCxxYWFqTb7cpPf/pTSSaTsrW1JdPT08pKZhsso1iGhoYU7LSzs3Mz05UAmdAYg4ODAclqmaLthnWuj5H/5je/Kc1mUwqFgpK4Ah8FBfno0SPdsGh+y84MfTjRZ9upyLm+OY1vXigU1LWxvQ2Hhobk8PBQRkZGVKOmUikFLnG4rVVk25m1Wq3ARrHELnymVCqpZiHync/nA1TtMBJx8Cy/IFrr8ePHUigUZHBwUJrNpty+fVtu374tr169CozJWic2OEwPyU8++USc66M1bRMgi+GArMRadOApOEhjY2NK1U7gjUApgVwLVY5EIppivnv3roLM7HzV6/WAtgZshPvoeZ4GV61lA4iKNfrhD3+oxU32OriC8/Pz6pZaUhoCvp7nBTJk1WpVu0yF93OpVFIBc3BwINVqVT777DNxru8+AQD78Y9/rGn7+fl5ff52u61YCOf6mA9TmHezBMPPg79y+Gxlo3N9FyOdTgf8fsx5qxWJmOOnUb1ItN5qP+ec1lYgPBqNhmQyGRUQHAy+R7FUNpuVXC6nMQLMZNBrwGlJcR0dHWkAjSIbgnnc3wZSSQUyTkhc2eDcN9yQh9SW7/c5CWwzVbIVaFrP8wI9N2Fdht4+fDDRugMDAyr4FhcXZXh4WJ/FCiPMY6DTzCdgI1sNm0gkpN1uSzwel83NzcBYsV6AUoOitH1B6eg9NDSkgUEo19+8eaNaHkHFPuLZOcQoCYQcOIJkMqlBUt/vMzx99atfDVwT8hyLT4FTs1AoaDr17du30mq1FCB1fn6u7e5Bma6vr0uhUJD5+fkAmI00OOuzubkpExMTsrCwIBMTEzIxMaHPcqE0bpZg4EFZRGIN1u8FIGO1JxrH+sOUNodjEGgDyE/JPlg8PcVTzWZT/eijoyM1CaHPskLi4OBA3nvvvQAgxgaiEFSMgyg++HXSdDYQSWbDBpbq9brUajVptVqysLCg3aWp+ee7jUZDhoeHdfMx3pWVFZmamtI+CxxAO88cjImJCQVUATTDvSAWgmBFYJ2fn8vBwYFCiiG7sbUq0WhUdnZ2AlWGU1NTKkh+9rOfKTUZQq/VamlgOplMSrlcloWFBbXGeD7iJWdnZ0oKwzPZOEQ4oGgxG2NjY3JwcKDfpStYLBaTFy9eKCoXFiyeHSyD5/XrNRCYX/3qV8W5IDwet41MztjYmGbM2McTExPy8uVL5QgplUpycHAgq6urioP5jd/4jQAFP0Hu0dFRuX//vnzta1+TVCql3eJvbO9KXhbUxMLu7+8rwQUoMgu1fffddwPaksNksxvhTMXR0ZGmNekkbINHLGI2mw2Y1haODfR6e3tbF9WmTRmT5112DkokErK1tSWJREI3G01CwmMtFAoKiSUWgnCsVCpqIsZiMWk0GupS8J6dE5raIkycc5re4t6WBQkTnIMBvoIDw/8GBwe1PB3XhWpXEIRWMDCegYEBrWuBIIX/DQ8Py4cffqjmu7XQAHwlEgllDT89PVWiHLQ/P+/evSuPHj2SRCIh+XxeNajt3AXwyDIsv3nzRgV3Pp+XYrGohD8I0EKhoFW/pGCj0aicn59LLBbTFC1pU+vWWIVRLpfliy++kO3t7YA7BtUeNTWDg4PqusJlyXlpt9uyu7sr3/3ud1VBlMvlMCv2zRMMYSRg+Hf+b7teU7gyOzsb8DHL5bJy+NsDOTs7qxqj0WgEcvYgHwlk2YIoiEQxdzkI8Xg8kO+m9NZmRPD733nnHbVkKpWKtqizTWjhALiuh8X8/Lzs7OxIr9eT+/fvByo74VM4OjpSf5kqT2Itzl129sZCsZuGgK8VeswT44tEIhrws4J2e3v7So8MBAJISrpuR6P9PgwffvihJBIJFViTk5OqERcWFq4075mampJisRjIHnAPgr08YyKR0L1xeHgYsBCdc9rzYmtrS548eaLt9WgTQDuAs7Mz+YM/+AMplUra4dxSsrHmxWJRUa42/lAqlaTT6Ug8HpcPP/xQ5+PWrVsyMjKi8TD26uzsrNRqNXnvvffk4OAgEChHqADbnpmZUbZxrAz2NuRFkUhESqWSFAoFrKubJxiItLMBbRFTNBq9wvCDKY/bcXBwoBvJcuCxqUHd4Y8z4fF4XJaXl+X8/DwQaGMR0VqU7IY3PeP9eXESqwWoxOMQ8xlKsTHdq9VqoA0aGQQEDocQK2V1dVU2NjYkk8lIq9VSAVCr1bRKlGciA+CcC1QMMg74ETn47XZb/VqEq3NOi8Sq1ao8fPhQN+vY2JiUSiX50Y9+pMKtWCzK8PCwaul4PK6uEBvb8zxl+l5bW1MCm0gkonEOYM2e56lg9TxP4dlWmKL9bTUlvTmt+0i6ulKpaIwFAp6HDx8GApqWlIVCMSy5arWqLhaWmQW1zc/Py1e+8hV19WD7Zsy/9Vu/pdaMtejgqcRt+da3vqUZm3ARGvwYFkSFEL+wNG6eYOABAH+EI8w2RWf9O8+7LCSxRCpcs1qtaqrTub65i7admZkJoOi4XrhcOqyhIKq13ImWpRp0Hhh1ekmQ7cAkDZcmP3nyROLxuG7mDz74ILBRKpWKTE9PB0xSxmU1+De+8Q1JJpOKBLTBO767v7+vpjUHjMNlW7tfx9pk+21QZORc310BHGYLz0j9MpdDQ0MyMjIS4O9ECGGa22atdp5SqZSsr6+rQOt2u/Lo0SOp1+tqRtODk8NhC9Z4pvfffz+AX2H+EPiAtxBE9JTkGq1WS1ZXV9XF/eEPfyiZTEYVGXyUg4ODMjs7GwjEUs8BIheWrUQiIc+ePVNXxabAaQ3AmqGQ2CtYmVhU1BMR9L5w/26mYMD8tZNy3eaE3Xl0dFRNcRvp5vvpdFq1bTQa1U5ElUpFD6fn9RvqNhqNK1YIC0SJcblcllgsJltbW1qbQLqL746OjkqxWJRKpSLJZFKKxaI2/whnDdjo9ML84IMPNFDF85dKJfmrv/orca7vc75580aGh4fVndnc3FSCTev6AAAgAElEQVQQlRWIo6OjsrS0pKYn5rY1u589eyb1ej3g+sCabYlPh4aGlN4ewWuZs7lfuO4EYciG7XQ6ASg6MF+4CmwBmNW6VlDTQSwSicjTp0+1YS73tlybYEUYM9WO9Ngsl8va9wOr0gqRiYkJpbKnruHw8FDbzcXjcW26S1q20+moOwruJJ1Oy/Hxsa4PaWgYobGouG+321XXjiB4q9UKzK9z/eD73bt3pdFoBLAjNMklJmW+c/MEA4tmNzcPSP0/QTpepIeYFDY+0pqJxHycnZ3VCX7vvfcU0WgtA/szGo0qyITr2CpQUplhCLfNktAYxVoyjMeiOO3mt+O+c+dOgN8RAhPGRAaCw+ick48//lizOJ7nKVLQmtsAZxAubDQOLGMfHh5Wuja+G65JsSg8CxNG0ITnJxqNBjgjqBGgUcv29rasr6+rtWHL0eEt4G+o8y3M297LCg00PQFcaN+Y67A7QuoPk5w5QDDhdpH+fffdd9V9pYCMfY3QYt7Pz89lf38/sE4043HuEg4+Pj6ubmckEpGHDx9KJpNRej/mD7Dczs6OjIyMBOj/zJzcPMHAg9sNiBluF9s+LB197ftgxO0BHx0d1bQQ97CHcW1tLRCdd+6yuQiLRkwCHoeDgwNZWFiQ6elpSaVSqp05DBRGEa0eGBi4QrDSaDQC2prgl+d58uLFCyVGxfLBBwVDD/rSuknc3x4c3tvf35fd3V1JpVISi8Xk3r17MjIyIk+fPpVsNivZbFaZgRBk1WpVfW8qV0k18gq7RBwiAD9hbAbZBOYyEumXnduIPDGXVColzWZTJicnZWpqSprNprqGPLvVigRfcecgeeEAjY6OBgBztVot4JqChp2ZmZFaraZ4g16vJycnJ5JMJmV3d1cePHhwpUMViETbMQ1hTuqWzFo8HpexsTFVehDJwjcxNDQkS0tLWvRGo6KJiQldH/AKXJd5sz1AEJg3NvgI5j8sAPCFnev7oLZhrdVEdnN4nierq6uytramvh0BRA6kc5eIyjDFljVnq9WqFqwwJuDG+Kj2nrdu3VIEH/+z0F9+h4GIbAgU4fb5ICEdHBxUq8BmEmyX6PHxcVlcXFR2auaD0mA2PZ/3vH7np83NTUkmk7K3t6duA4eG58LMxYzHmsLCACCFIIejkPmKx+PanNaukXNO6fPDwmVoaEhOTk4CVbIIOkqMrSBHyLTbba3KJR1s70d8JJfLycrKihLKVCoVpYyD5g13DXZm9sDDhw9lZmZG2//xjDs7O1qt6lzf9UPw47Jawf31r39der2eFrlxHbAX1gra2NiQTz75RHq9ngwMDMj+/n6gynNqakpJij7++OMA+G99fR2r9eYJBisQbCCIAJCtM7AIxeteQJcx3W3QiDoIekOQ88dc5UCByLPwbDYBB8WiEWFFtmYnh4YNdufOnQCgxgoai5UAXYdpaHtJ2O83m011v/DH+RyVilZ4YhXRbIegoD18xWJRu2Ez99Z0ZywEvSx4yPMuezqE3YdUKqU1K77vy9LSkmrWcN0CqeFwd3Fe+Xxe3bperycbGxsyPj4upVJJx4U7xx5YWlqSer0urVZLJicndX0WFhZkb29PPK9f3k2k/4svvpBYLCZzc3NqIXFoATiRDWEtrcUI1JyeoraWwaIXQTeOjIyo0CKNDVEMAs8KTevyLC0tKVq00WhoM1s+Y573ZgoGJCqH1ZKK2Aoz28MPt+Du3bsSi8XU56QqLVxnwWG0WQS74cOBTnLBNqru3CVAJhKJWLLNwII5d9lNKAzuoeYBWKv9DJqV97PZrIKPLGcDqTzLH2hTp8QA8IvZJDwvWHu0kBVYKysrkkqlFEjF81o/3Lp89DCo1WoBRurz83NdV3xsXs713SLQn7wwjREYBNLs3D558kQLme7fv6+kO3b94GjkXrbhztjYmPJw8sysCfc5OztTV2N/f18xKPF4XB48eBDAoQDVHhsbk2fPnulzgCP53ve+p8/Z6XQCMaVaraaCc2ZmRpaXl9WtLJVK8ju/8zuaTYOIBrATCgy8iHP9gkQrfLLZ7M0larlOsz948EBJWra3t7Vnnz14pMfY2PhVoBaRuGxMPkMDFVJKaPRYLKaBL9JEICItb8D4+Lj6/LS5o0AHIfP48WNlSeJ7vu8rJBoGIYsyZHyRyGWXKD5v0YFsGqt5nj59eqW60W7AdrsdEADLy8tX5twGBuEoTKfTMjk5qb0YQeHZNeD5stmsPr89dDzDp59+KgsLC7K+vi7ZbFa63a6MjY3J8fGxzM/PSzwel1u3bgX4HJxzgfsR2IPchP+NjIwoH4HNKIFF6Xa70mq1FJGZTqel1+tJq9WSvb09xVVQlUt8ipgFFbC8d3h4qJZpsVjUvYnCgms0Ho/Lr/7qr2o7Op5ramoqEGNi3WOxmAaMAU+BF8FaSqfTAWAZa/67v/u7MjMzIxsbG8oBMTQ0RD3LzRMMsVgskH8eHR1VX/jg4ECDQhxGCzRhYj3P0+Ajiw6en8W1aTjnXECoLC0tSSaTke3tbXn8+LGa9AgEgojOXbozXAdqNw65PYCe1+/azIHB4oEOjc9NTEzohsa1IKIdj8cD+AVcBbgUCWIRKAwTzVjtwe/r6+sBXkDmG3OZ+7PprAnOvFOnQRoyErns1WHz8BRwWfi4fW1vb+v34XXE8gtbcVwzlUpJo9GQbDYbSEuGo/HT09Nalo8gj0QiWopeKBS0BoNYgQ3msfZgD9hL9JNIp9OSyWQCgCViQeHaDGjootE+vXuj0dCmuuwBSv9jsT6BL5QB0WhU2u12ABnb7XYll8vpnJN6hQeC+1/snZsnGGx9wcbGRkDTsTFAH+KL4R9TfWix6s71ffC1tbUAmhFJzeYKZyjCL7QopuHExIT2v7BaEW2P+ctY4H/EfCZvzvU5gPV6XRYXF2VlZUWWl5cV6OP7/pVsBpuD76Pd0F5E7allYHOD+280GnLv3j05PT3VQhs2JYKCFFm5XNZ0Jq4MGP2w8COaTxUifvvw8LAMDw8H4i9kHcKxiPDhty6knV/7sjUuWExbW1sBMhyLj1lbW9NYB/UEnufJ27dvFcD2+vVr/T+H1prntLDvdDoyOTmprinrEo/HZWtrSy0WGyvC4rSEQRb6T5fu27dvS6/Xk/Pzc3n79q1MTk5Kp9ORBw8eBIiNnz59qmhN9mMikVCA2+TkJPe+uYKBDWbLlBEMtLzn82HuPeecfPjhh6qx2Sy2dBozzgJ90KIWhmzvy8FF8xGUIzPB5qUoiesD2y0UCkoSg7AId6p6+fKleF6fbBX4N1gHDhQ1G4xpdnZWG58QsLNCB1eJ52u1WrK4uCjT09PS6/VkbW1NgWA2+EkKlo0exgZgRbXbba36tDyQZEI8r9/L4Z133tEDDeAqFosFGvWMjIzIysqKgtcg7KUjONBgxkA9wAcffKApRAKHjJeUMdmSjY0NDRgCg97c3JRms6luH2a6c/2sAu4fILbNzU3pdruSSCQUYm3nZm1tTdcLBCctB8/Pz9WqHBgY0I7qrGm5XNYGvwgYYg0wVQ8MDMiLFy/URYYaAAQlVqRzl6n7eDxOAP3mCQarKfjdTrplGKKxh9UQ0Wg0QGLCBqbox2pO+71yuSxPnz4NBBdtPwWk8nVZELgYOPxh091q1U6no4xJdNLGHAVFSMr27t27geugOemxaWMIVEvi02IxUKBE3016chBfOTw81IrJXq+nm3NlZUW5FOfm5mRpaUk3WKVSkdHRUTk9PQ0IIAQxwtI5J0+fPlUfN5/PK1/FyMiINJtNyeVyAWoz1s0CnoAMhxvnIsQohHPukrvDWhsIw42NDfnrv/5refv2rSSTSanX6zI6OqooSdzTtbU1ZQO37tTBwYES/3qeJ48fP1aMClTxVlHF43HZ3d2VdDot3/zmN+Xdd9+VoaEhqVarMjU1pe7C3Nyc3gNYNkVmzl1az9FoNFD2jbLDWoIYyNYXUSCYy+WUe/RGCoZwZB7BAKiDSaebL5+BdMPmucNoN66LtN7c3Ay0ELeppuu6N8MOFY1G1c3Z2tqSWCwm9Xo94FMD0AIVx2JZLU/+H9hrWChGIpFAWpKNEBYKuChsFtvbgI5X1uc/PT3VoFsk0mdAshgLNPng4KDWANTrdRU8uASe12+1tr+/L+VyWVOrkJQCGELYbG1tKWPy4OCgjI6OygcffBAo4PI8Ty1EywAOPgFKt5+nRHh2LCysFeecfPe735VerycrKysyPDx8hWIvGo3K69evldCHfRCJRGRyclIF/q/8yq9o8A8hzT5FAWSzWWk2m1qHY/cYig4CF+6fyWTk4cOH+szMW71el1wuJ7VaTZrNpmQyGTk+PlZhODQ0FCiuo6K01WrJ6empZrcODw/JGn15gsE5V3fO/Uvn3P/unPt759znF+/nnXP/g3PuHy5+5i7e95xz/4Vz7h+dc3/nnLv1i1oMvu8reSeHyG6EZ8+eSTqdvtJ+LvxiwYrFojIkjY2NBTZPMpnUwBkBNzYeC00Qj4MHEg9pzv2q1aoGpzzP02anbKjBwcFAZ+NwgA/tZ8duEaB2I9vMSDgFS/BufHxcP5dKpZTTgdoNS5s3NTWlbdei0Wgg1QjJh3XZyFrwfJ1OR9rtdiCoyHdxuwqFguzs7GhKketZEI4FZSHIbDD6xYsXEo1GNUDreZecipjdtiBsZGREZmdnA2jKtbU1PbTMG5YjRLGRSCRAfMMzse62qS5oRISqZfCirSBr8+zZM4nFYsoPurKyImdnZwHUouf12/Y1m83Ac1pLlNZ3ZI4scQ7PheIBqGXG/6UKhiqH2zk37Jz7P5xzXefcHzrnfvPi/d90zv3Bxe+nzrn//kJAbDrn/tUvKhgoUvJ9X/PHzjmt9ruuCMm+Hj16pPX4fA+wiXOX6T3Sevl8XrUTQsMeApiZOQT4e2F4M/fDXA/7nbbsOp1OX+npaLV1KpVS0xbQVLvdVqsGWLJlBYIHAhg3sFxw+uVyWWMrjBs3Ynp6WkqlkiQSCWm1WkpMA7AJN4N8/Q9+8AMN4PF8cGOg9Zgze+hjsZg8f/5c6vW6Fkbh/vi+r+XiCDBAYbdu3dKaAluNaWsQnLvEfnzjG9+Q2dlZ6fV6GsP5xje+oRwJXB88AeNcWVmRbrcr09PTauI3Gg19Tpu+PD8/D+A2PK9P6AL348LCgvzkJz+RjY0N7XZtW9FNT08rbyXz51zfGv7DP/xDxTWACIUmkGeNx+NKLsOc3L17Vy1lXLjz83Pp9XraMftLFQzXHOL/xjl3zzn3H5xzVSM8/sPF7/+lc+61+bx+7hdxJUCXERW3TMqAl+yhg2EoGo1qMIjDtL6+HgjyQZZBSbTduPaaAEmQ8LxPuzI2ps1MILWdc1qDgIkXiUS0I1UkElET397XEsYyBgQK/ra9Xxi8NTk5KaOjo7KwsKA08UTR2ShsSlir0SbML4xKaOBHjx5JqVSSVqultO5sxMnJSRVUz54902siFHAD2fidTkdmZ2dVMJ2cnGhvyW9/+9uB2BBrQ9bJFp/RA9L25dzZ2ZG5ubkrApkOW5VKRSYnJxWnwl46PDzUwDH3R1iBkIXh2rl+inpkZESKxaIqFAhdCTAXCgWZnJyUwcFBOTw81OBiPp+/YgHbWIhz/TgUDNPO9S1RMkC+78ve3p68fPlSzs7OpFAoaIUwmQzn+sS1jId9v7i4yLn55QgG51zTOfd/OufSzrn/J/S///vi53/rnNs17/+Pzrm1X8RiYELCeVqCcja4lEqlrtCc37t3T6rVqkxPTyuACRMdmHUmkwn0ECRiTzwgFovpd4gT2HsQLafBKnELwFd2jCDjMBfRLPbw2y5OuFI7OzuytbWlB5eGqs71odqYyggArgdBC5kZMBqed32hk3N9s5P4Be9RsORcvwaB725tbWn2hc/Pzc1Jp9ORZ8+eqUlun29ycvIKGtSWNz958kSfH5eE75JSZD4BVwEj3tjY0Lnt9Xry+PFjOT4+VoFsYeK4oKRJmZdSqaRNeh4/fqxmPuAurCgb2CbonE6ndT2HhoYkk8kEeDg4oLg1MzMzEolEpNFoKK/G9va2FprNzs5qlsv24qSvZiQSkRcvXgSE+d/8zd/IysqKWn6k7icnJ2VlZUXeffddm2378gWDc27IOfc/O+fOL/7+eYLhv7tGMKxec71PnHP/5uKlm8FqDEwj/Dzrb7FJyJszWWDbLacBeW0OQtjqWFxclEjkkqFnYWFBlpaWVECkUinJZrMBdhxejUZD04rcy2rKWq2mxUc2K0L1HkSiNmdOHMDzPG3HTu2A1cq3bt3SsmhrJmcyGTk4OAiAmZxz8qMf/UiccwrZZbNZsg+0kN181GLQRtAKcu5bKBQCjEIIsUwmo70bU6mUrK2tBawG7oMbUSqVVJja0nTngshV0nVjY2MKYiNDYCHHn3/+uZTLZXnz5o3226zX64G1YBy0pltbW5N4PC7dbvcKoW6tVpPPP/9cnOuXt3uep2X+ZA8QrjBd8/3T01N1Z+fn56XVasn09LR0Oh15+vRpYO+AuM3n81Kr1bRZLWlW9jSuTLlc1poJ9iIU+MbC+XIFg3Mu5pz7W+fcd69zEdyX4EqgUckezM3NBaLWAwMDcnR0pCY8uX7f9zWXzkFls0Wjl5RwkUhE7t+/HwA1cS1rglJ7YCsjbb2GJZPhcDh3yULN98LpvLCZjdWRy+XUHLXZEVJydmNZFB33tUCZbrcrqVRKv8tPtDiaNIzGI1jl+75WdxLIslbX6uqqWjgIV3ztg4MDyWQyMjo6qngTcBfdblcqlYr0ej21ghBG1WpVbt26pZkOz+tXqWKNMUZgyGQ74EqARGdxcTFAf1+r1bQiEpdrampK05U2k4W2Z84gYCXWg4VGbIV7UKzneZ588skn+j51JT/96U91P9BIqFAoyNLSkpTL5UDZts24eJ6n6XjqK5y7DCYSuCYtTeAW5WO5GEZHR60V96UGHz3n3H/lnPvPQ+//kQsGH//w4veHLhh8/Ne/wD00AMdmtNrOFvBQMbizs3OF1IWF8v0+ddba2lqAAo6oOxPNAfE8T2nJ0DpsXrSbDTZivqZSKa0AtNFv/o5Go1q5R4NcBCCl3HyeGnz+Pjs7U6YhDhMwbGuu41u2222JxWKyu7srp6en2rDl3r178v3vf18zEQCs0JgINDaidTkQEhwaK+zs2DlgpOHobYk/bs1kGzCEhAXhPT09rUFEa5m8fPlS4vG4znEkElEiVesCYRVyKM7OziSTycjc3JwsLy9rYBkBRGBueHhYA7xodMhwqFrs9XoBKyOZTOqc7u/vq1CmdwbjJKCcyWR0v7333nsBZnDch+PjY3Vv4HUE2p9IJBScZQmErcAjeE8fzpGREXn+/Lk4p+S+X6pg2L2YjL9zzv3bi9epc67g+m7CP1z8zBtB8mfOuf/onPt37p+IL9gYw/vvv68Tf12xFCYS6SAOWSRy2YsinKMGEGWzAGzORqMhQ0NDUiqVpFwuqxB58OCBHlR4Abg+1WyYbLggjOvo6EgDPs71A5aed9mxOZvNBhCPYQTnr/7qrwaem0NwcnJypWeiDWDG45et+YAxU7kZjUZldXVVMplMABocjUYDcRrSnBaGzE+yHJ7nKTlpJBL5uf0aQDPOzMwoEvKLL76Qv/iLv5Dp6WlNCcZi/Z4VNNYFDkyKlbGShSF7srOzE9gvvu9f6UmaSqXU5eA5bJDRuUtrCmAY34enk4OLu0LNCpRuzl1aM+Pj4ypQCI5aQtZXr17pPNn92mq15M6dOyqIYeVijNaasM9omcFsBarv+/LixQu1Ugimf6mC4T/Fi0OMpE4kEtJsNgO8DLabcTggaCeRxdzd3ZW7d+8GAo3FYlGy2ayMjo7qwtCiHo1or33//v0AnsA5J69evRLn+uandTGc6+MuOPCk29iEVtDZlCb3q9VqelC2trbk/PxcqdQB1HAIWXwQlGwmz+tDquv1us6XZfz5eUxLlm+B8czPz6s1BI05aWQ2KNfF3bHFPAgR0rALCwuysbGhqVbn+m7I2tqa8kwCqEJw12o1RZYibD3Pk729Pdnd3dVMSK1Wk+XlZTk9PQ0oBuecvPvuu9odHAFiWxA413cJiOWQhVpcXJT5+XmZmZmRxcXFQGt7G3txrh+zoZHO9773PYlGo/Irv/IrKjQmJyel0WhojYP97tLSkgKTOMi5XE52d3eVV8G5PkaDvf38+fNAnAzhZtOj1AMtLS3ZPXyzBIPneboJ7UEkYMXvHGA7KfV6Xb/LZuQAEI0lv8+C4tOCIrONSJxzGiwL547D7s4777wTgNAeHR1JvV6XSqUSCJRxuKCotxWAlrOy0+lo09JCoaBdoJxz8tFHH0kqldLaCLv5K5WKmqOwKVn/lfkAksscWjp4TFQOIr4r40QQwDwVjUYVHwJab3JyUp48eSJPnz7Vz3IdLJHh4WHVjBYQZIlMfL9fOMZ6wsTFwUEQYbqTqmSs4bQl1ya9iUIgFYoggt4unU6rFUigE4Fj8RB2r9o6GVCitnMZGRur/cMZG+bbAtvYG6VSSe7fvy/Hx8dy9+5dDU6zLz2vT8BjsT7hrN2NEwx2UtjQ7733XgAlxmZ/8uSJjIyMyN27d6VUKulCv3r1SuLxuPYBxF8Hz4BWQhMhbFhwq+nQ/JZkhcW6rpSZa1sQ1szMzBU0o/2+NdXBTDjXDwROTU0F7gMbMX/zbGdnZ7K5uamHLxaLqZVTrVY1fZtOp5WWnzGdnZ1pExXn+gU3IyMjmmojrReJRLTfRDQaVeITG9SjloMUrg2A8spmszI/Py/T09Py53/+59LpdPT7HDRMcYvR4P+3b9++8owcQsYGKGh0dFSp33i+drstY2NjCovmfvV6XZ4+farUeNwXkiCstDBak1QzVlOr1ZLZ2VnpdrtX6jt839fUJpmDWCymsZWDgwNxro83gRT38PBQbt++LZ9++qlaWO+8845Eo9FA8RkCxAap2+22pFIpmZ2dlWKxKEdHR8SHbpZgoPgG4cDCkfdlcglkwRGQz+e194Ltb8BrcHBQ1tfXxfO8K+3lecFMjHmOJkSTfv/731eBc933wS+QkrTp1LAAsX44KUh6bdJ6DUiuc5cBQd/3A2nEVCoVCLR5Xh+RR60ClPVWc9q0XyKRkNXVVSXBoQrRjpUAKQfFog6BEpM+I78OvqDX6wWIZey1fd9Xti3+TiQSisGwXI57e3sSi/UZtW3hWXgNGo1GgPSWz0LKsrKyoult37+kCWRcNg6AItjc3AwUxnGYnXNX6PnYNwgu51yAsAfBCb6gUCgoAtS5fhr05cuXks/nA3uk1+up5bW9vS3FYlGWl5elUqmoFexc3+2rVqsaQAWYF4/HFRR4IdhulmBA8gN9tgEWa2JGIhGFh1IByYG2bofF88/Nzal5ZjcVbkb48GAGwsNnJfGtW7f0WggKi0gMb6AwrZzdNFQuYg7SjdpueDadFQgvXrwIjCmMj7CNZyzQxtLP4dPOz8+rBUFfDks+m0wmNQhIBiBcO2DjDLYfx9DQkFpmcFIwLn7n3uAIwvPImtsDS38H1jLsVoEgbbVaKmydu4wNsF72oJJdoLqyXq/LzMyMPk+lUpH5+Xl1MR4/fnyFFyKZTEqpVNIMUiKR0M7idu2JFdgCK5uxwE0DpMb8Dg4O6vxsb2/rumIddzodWVtb0+Ctc06b6jrnWMebJxiu06qYyGEzPsxOZHPLzjnVruEDZA8bGws3gNZfntdnT97Y2NDWXjQQoQ8gWj2ZTKoZyAvUJQKNAitbyu2cU+kOqhPQDe4TnwNjgJ/e7XYD85FIJGR3d1cDZWdnZ8rmRFGRbUiLGT43NxegSyPVNTIyonUCuEcDAwP6PPPz8+L7vgqSpaUl8f1LwlgwIlg0tVpNHj58qOlGLIzXr1/rhl9bWxPP85SoFaSntQyKxaLWYlDgRqyJTBH+9sLCggp+eAqssD05OZFbt25dEeBo/KmpKZmdnZVcLhfgBuV+CAUEFgLoyZMnmtYMu0OU1tOaPh6Py9LSksZS+NzQ0JAMDg4GWijaOIONR9lr93o92d7e1hgIADb254WVdPMEA5vdTmaxWAxodCK9LKKNQPu+L48fP5a5uTn56KOPFD9OBmB2dlbq9bq6K2QgSEvhEyNw4CAIS2t7P8aNACL1BsW5PSj0EOC7trzXAlj4ng38OecCvTs9z1N/FWoyyyRNzcPY2Jg8f/5cU2sWmGOfBcEJjZhzTkFArInv9wudQE9CJIu7Uy6XpdVqyfHxsT6nTRUuLi7K5OSkHi6qXsvlsqytrUmxWNR7QpE2Ozur0OjV1VVZXFxUqyqMjoVijcbFzG8kEpFHjx4FlITtacr4pqamNA5ie2EAdrNAL+aKa1ir1lp9b9++VVQq+5X9EG4DQGEV5DC2itY5pzSFBwcH8vDhQ5mfn5f9/X3NTpHC/+ijjxQsViqVdJ4vFO7NEwzWxGMzYi3YReazNiCINAVExHvxeFzzxPYQYO57niefffZZ4H+xWEzy+bxi9nlZk3V9fV3W19clnU4HqgytwKDp6+zsrJYgszltDvz4+DggABCE9rnt/8hVIygIRuGKWAgvPmyv15NyuaxafXl5OQAgA/RktdCDBw9Uy925c0cePHig7dzHx8eVNsy5vqk9MTGh38fdCLtCQ0ND8qMf/Shwb74TbtLi3CWginWNxWLy+PFjVQiUt+fzeZmbm5NCoaBuQTiOwOEdHh6Wra0tDQ7aACqZKIBpiURCBgcH5dWrV5JOp2V+fl7Oz8/l29/+diCITDNfnuX4+Fiq1ar0ej29D4V1vV5PXdV6vS6Dg4MyNjam6zY4OCgPHjyQt2/fqvW8v78fECQwWddqtQBNfCRyyb2BcN3a2lK27xspGNj4kUhENwK5eYJJwKQxx8IHFmEQTlfx2fDEOdc3A/k8WYhbt0UdjJMAACAASURBVG6pZgvTzDvXN+/RrpOTk2pK1mo1KRQKsrW1pRBVq6Vt1sVqhWKxqI11+A7FS77fZzd++vSpHB0dKa8faM1wXAItHBZWVsh85zvf0d/39/c1dx+JRPSgvHjxQpLJpCwvLysMd3l5WSnYbCwF3gbWMEzAC6mNc06Di7lcTorFopycnMjMzMwVCDzjoAsXdR0INyyVQqGg408kEur6WKzI69evFX3K9SFK7Xa7ei0OX7fblY8++ki2t7d1PWDVsrEB5gzXAjxEWEkgxGkI43l93gX2ebFYlEgkou3leHZ6fPDZhYUFVZw/+clP5P3331caeef6yE+7zgRzDXDrZgoGG9UNaz000Zs3b5Rdh/ct7brVOOPj4wo82d/ftwgw+ZM/+RPdoI8ePQqgD68TBuEXm8YClVg0OP3YrHZsWCq2T4L9rkU17u/vq9Tnu5b7AZ5He1CthrZxlZmZGTXlKcLhfwjOo6MjiUQiAcHLWBE4PO/jx4+1nsGyHDUajUBGhkMQjfZJVnK5nEKE4STABQOOznyQbiNDMjU1Jfv7+3pYedbj42OtNLUVrqR9Pa/fv3NqakqmpqZ0rQE6UQGJkolEIvLOO+/I1NSUtgLE4rDgK4TQ4eGhzM7O6rNgTUWjUY0JMYZkMimJRCKAc2FP2D1iS+WHh4cVScm8Yk3AAQIpDoVTJycnEolE5N69e7Z/6M0TDJZKHciphZaGU1RMDu/funVLTV3IQ627wcJawfP48WNpNBqysLCgkh5/sl6vSzQaVS1CLIFgJZkQTH4OlXOXmAg0Aff74Q9/qPe3aVY2uO0xYYUE1sXq6uq1hVRwI4yNjUm3273CfWljMbAi+X6QbIXotu/7iha1pjVUcWxWiGt8v0+EghDa3t6W7e1t1VKW3IaAouddQsQjkYhqeMxj5m5xcVEj63BLQHwbi8Xk4OBAe1GQ1aJ4zvMuy8Mtr+Lp6WmgHubw8FB2d3cV9sx80GaPICtj5DoLCwsyMjIimUxGeRetUKZkH+SjjQHZNYZmLxrtN6zBDWu1WgGGbr5LURprT1AX0Bzzure3pzSCZmw3SzDwkFTq/bxAn9WE1NBbzQvNVaPRCAiA4eFhef36tUZ4w/Bk7mGFD5Ke7EEikQgEJMMvNjzXW1xcDGAn+N/29rZsbW0p1RvCbWZmJsAWhMbr9XqameD57H3v37+vHBH2Xmg3hG29Xte8OJtnZmZGZmZmAv0yoca3pe7EREAA+v4l3yTchwiR169fKzckbo/v+4GuT9Fon9r+7OxMNjY21OKB9p6xYCVQj1KtVmVzc1MtgWw2q8jTt2/fyvHxsR4a8vrb29uB4PD4+LjkcjnZ2dmRpaUlVUCY++12W4rFonS7XQ1Wf/3rX5ezszMZGxuTcrksnU5HOp2OZLNZ2dzcVDIWmL2q1apMTExovAN3CCvh5OREOp2O5PN5reQMW7sWHUv6d2FhIUBPiEtrA8vr6+uaibDXvXjdTMGAVM3n81fKlq30ti9rfnEArJlsAVNcx04WlkI0Gg10MMLi4HPhoCDm4XU+fhjbEI6DsJnZ/PYnxUWAuQC48F3o1m7fvq0m6/b2tkJ4e71ewAqxz9put2VkZERarZZUq1V59eqVdkyORvss2wTSmCcow+y8ffbZZzpfzjnNilhhbD8P8Yk1ha2FaMcG7Jv3SZsC2nGuj0HB/LYtBWxrAErZIWt5+PChfof4EmnMw8NDKRaLMjg4KB9//LFqbOf61tY777wTwA3QoAa+hd/8zd9UBTQ/P6/BRYQn42BsFm6fTCYVyeh5fVh6p9PRazCObDYrY2Nj0mg0tGiLmNzS0pKcn58rA7dNJ4cwFzdLMIQ3cLjz0MDAQACsYg8JJmqtVlPKdKTo8PCwart4PC4PHz6Uk5OTAJzX0rjZmAHwWjY5uHUO3L179wKlv5YCzPf71YHDw8OaBqVlPc/KoUB4JRKJQIHOwMCArKysSKlUksePH8vIyIicnp4GotOdTieQKrO+vS0I63Q6MjAwoAKmVCoFOio51y/6ajQaOmePHj2SWq2mdGZAg8lwQME3MjKiATkQqXt7ewEmY9+/bCNn2+rR+YoD0Wq1JJ1O6/UsLyLCEizJ8PCwDA0Nyb1791Qggje5deuWRCIRFTDQA+KSwrUQjUZVu9rMlcUpWOvL4iHa7bbcu3dPhRWZGXtgbfPgBw8e6Nqi9Qn8WqXgnNPncK4fUBwfH5e1tTWlO2y324rKtJknW9RnU+C5XI59c/MEA9VtzvXNIaoXiaiTTrIHALOaCaX2ng23sLAgW1tbks/nA7wMfJYNZ7tYt9ttJVMlmDU4OCjf/OY3Axp4ampKms1mwAe01gO9BRA4PCPjACjk+766KIBubLt5a63YFGq73ZZmsxkQHDBXEZcJA7xsvwGEIsS4AK2cCzJgcxCpEAy7dbwQvjxrqVSStbU1GRkZ0fVJp9MB3gny9r7v6wEnE4P1BioSAfL06VMZGBiQW7duqUlOLY1FD5JWZf4SiYTcuXNH5xAUI4c0Gu23BvjZz36m1gP3xQqwLfy47p07d6Tb7WrcZXJyUi0uWvp53iXl3dnZWaBi0jmnDWw4yNzXYjXu3LkTwJXYOcFSQniOjo6qENne3rYp8ZsnGF6+fHntpiPKDS4fbU6QMBwvwMQHNAJxhdVWtlWY1bL2EFuEpO/3C6rCfSAWFxdlbW3tSi/Gr3zlK3qoV1dXdZyJREKGh4eVBwKNSzpua2tLNjc3FeQC4Mm6JtwfKnae47qfU1NTAbAPRC+2zJrDE557S0/O98FJWNg160FNCtkH/tftdnU8CFfn+mY/AmJsbEyOjo7UuuN9q8Xt+GwfD+vugQzM5XLaOGdgYECrVW1hk+d5Cg3nwMNrQIAZzexc30WlCMtaDhCqMJf5fF7BSjTticViKtyz2axmWqAQtAoL4Uu2gn02Nzcnc3NzGocjfmU5J7BWiHekUinpdDoWHHezBAMbz/pkLM6v//qvi+d56mPZTcJPyw2I5mJSWVjKjO2GttF6G5S0KUhLrIHVEtaMzjkljuH7lpDU9m28TtM4dwnmSSQSUi6XA2Z0mKwVQYX2WFlZkYWFBQXHMA8Aq1ZXV/X94+NjSaVSqmXsc7OxnHMBYUc3J/x8LCzmZXt7W+r1ukxPT+uhHRgY0BJwalzsGlFwBh7D4gGs0AIa7Pu+xma4rhVgdn6Gh4e1UY09wNFoVE5OTmRrayvgRuGmXidgrSJAEJVKJWk2m7pmzAdj43rb29s6DghgrWBDiGxtbakFA7tWoVDQwjJ4RHK5nNy7d0+7WiG86ETuXLCLGtWfZv/cLMFgDycb09b6syhEwZmA8MJbbQoXAAU39rOYac1mUyGrvMh0sDGKxaJMTEzI0NCQvPvuuwoySSaTSh2H+QuCENJTe0+7ea+rZnSu70q02+0AZNlmGSKRiHz9618PfAdq9nDjW2sV4HLxEyGJWc+4OZgcNp4hm83Kt7/9bYlEIgGBAZcjcQU7ThvwHRkZ0foVSyDDYZ2YmJBXr16pxTE5OSm1Wk0P3sbGhqyvr0s+n1ezfHx8XM7OziSRSEij0ZDl5WXZ3d2V+/fvX7EEnbtsOESq0gZ0Idqdn5+Xly9f6trzrG/fvpUnT54oUbC9LqnccL1DoVBQUlr2xubmprRaLeWFQPgvLCwEuCZg0up2uyo0Dg4OtEry9u3bkslk5Pnz51KtVqVSqWjXKij9ksmkltUbpOrNEgzhyK19IQBI37ChwxFfe9Ao4aaxiQ0i8bLFT5Zwk1cYTwCKbGBgIFDPcefOHanValeED8KFBbevVCoVKOKJRqOK7rQdlbPZ7JXsSFiz0rod4YkGI97QarUCTFgjIyMBoQHrUdgsR5NyTa6xubmpjMUAk8KpXputWVtbk+HhYcnlctJqtSSRSMj+/r763FRvgiWA9xBLZnl5OUCjV61WpdVqqTkfjUblyZMnOs7t7W158OCBMmjRawTzHUZw5hJmrGazKfv7+4FyafYb9wbf8mu/9muyubmpBV+VSkWmp6eVcYr+lM5dpoSBxG9sbKiLRPEXc4fCWllZUeHc6/Xk/v37usdWV1fVpf7kk0/Eub4VODk5qfSEcFQkEgnZ2NiwwuzmCQYOkk1h/TxQk+/7gQUulUpXLAgWNpVKyd7eXiCwieay8GTn+iYz6Tl7HcsdYJuK2mpIW3vP9+hziF84MTERALrQwRgOQ4NQ0wAW49rd3VVflnJei9C0SDq0tUXjcU00OM9oA2NWCFPww3v5fF5xBWjsZDIpP/nJTxTKjdnq3GX5M8Gx09NT+fDDDwP+OVpzZGRESqWSuo+FQkFdF+6dTCZleHhYXSAYjOw61et1pX+7zjVx7rIgzK7xq1evtK297/c7OQHBBqUJcC6Xy2kQ2VpFw8PDUqlU5NGjR+L7vjx69EhWVla02YytkqxUKiosAeOBReAz5XJZ9vf3JZVKqdtgW/bBfZnL5XQPIvjsHmN8F/N+swQDh87WFliILamxMB6ATcJnbS26BX3wExM/n89fuRaWiHNOuyZZSW6vgzCxMYvw9WKxmKyurgZcAeecdqEKjw2GZbuZ7SFyrh+EspZSOp1WGnEqHVutVgCPAYcEAo1KUxu4tBkbmJ1rtZpqWef65nyn09E4AgLM4k3S6XSAaAWzFl/XViUi1HCb4vG4jI2NSTabVTwAmRlo4KmQda5vWVlyH1ipuValUpHZ2Vm5c+eOjI+PayAyHo9r2pK5Hh0dVWZra8V1Oh0N7FmoNcLErj0pSrQ4btvm5mYgC8M6WlbucrksCwsLUigUpNFoaHk5wuTZs2dSKBRke3tblVk2m5WRkRF59OiRxmxY31QqpRgLOCJuLBms9V0JwoyPjwdqGCg6uS57AdDl56XT7Cts9qIxMbGvs1S4riUu5X1q4DH/CBzZ9CWQV1Ki9tr2MHH/aDSqmt26WGxmtDpVexxMCDuuQ49ymIaHh2Vubk5yuZy6CKlUKpA/t4JubGxMW6UxPtw0O//VajXgjiDESOna5yaAmkqlpNFoyNLSkuJIbNDPWmvValVWVlZkcHBQzXPnLpvLOte3hoj0RyIRdWEikYisr6/L4OBg4Fn4nP1pS9xJN25ubsp3v/tdTanyzMSXIpGI0rs55wLM5FhR3NPuaeeccnEQoI3FYrK+vi6JREIePHggvt9nnarValIulwNxJqucUK5kd8iK0DDpxgmGZDKpfR3sQbruIFuXgUUL1yTwv3K5HChO4vonJyeSz+dVwznXN9dBG3qeF1hY8t3r6+vqO1pSUCs4jo+PA7Rn4f/zLPl8XlN51wmiarWqdHV0eGJe6EnBWCcmJlTAsYnsJoR6rtFoyMjIiDx79kx6vZ4KIDb3wMCAul2gITl8wH03NzevlKQjlDCtx8bGZGBgQEFRpDh939coPXT2HGzmJp1Oa1rV9/sVnePj4wEzmpZvR0dH6vf7vq8dpOzha7fb0u12NT28vr6u6zI2NibNZlPjGXwXi441w8JqNpsBnEE6nQ7wbLCuZAuc61uI3/nOdxSTYS0nMi6kKLmfLRK018LKCcfUmGPf9+XBgwda4BfuGnbjBAMHx/d9bTFnsQbRaDTQHMY5pwVN/G7RXrworeUgIzAsxHVsbEymp6fVvwcDwWSHpTGpU3uf4eFhmZyclGKxqONiPAgtvov5u7W1Jbdv3w5sKgBVa2trgY2BRcD3eTbLVQhSE7JW/NqwRrRpU7RVJHJJNsJGnJubUz/W1qIgjJ3rm8SJREIzDtCW3b59W5LJpFoCnuepMGFuU6mUHBwcSLfbVRozeBAHBwcDVpSN+pO6e/78uQr7SCSiAT8soEajIblcToFb5+fnsr29Lc+fP5dMJiNDQ0Pqqm1sbMjW1pZWsc7MzKhg6Xa7srm5qaZ/LBaTu3fvaowJxeHcZYMermOFDH9z3Ww2K7u7u3JyciKe5ylgzq7BdQqjUCho2zp7PdYetCdrRsr6l9rU9pf1wg+fmpqSubk5TYHlcrnA4eSA4r8718e54+fa+AKUas4FO0enUqmAFmw0GgooYuPRz4F74i9aExfEJEKAXDL040SjWWhazUej0QAOAAGC9nbukrxkcHAwkKWgFDmTyahVglaKxWJKLsJhZIOh7dhEVuiScSH6zhjm5uZUSxMgTCQS8uLFC/nKV74izjnthH3dBva8PkwZrobz83NtqmL7gGQyGclmsxpAY4wAuCzKcGtrS7LZrLoEsFchnMEY5PN5yWazgQNqsRqRSETp47AY+BxVlKVSSV0gkLORSL+t4MzMjHQ6HeUfBW0a0s76mp6elvHxcRkcHJShoSFtwOP7vo7RWn7WCsDqARuBe7mxsSH1el2q1arOQ7FYDDTQsWS8F676zRIM9lDb4GPY97O/WymMNLe+v33ZclnbRZj/W5gwAT2kPzGE9fX1QBMcS/CCC0Kwhxp5rm8DdJ7n6YbyfV/rLaxPb7/73nvvBZ7F0uDjl3Mt/EpqBWwfCnsw7PUsEMi6CATbuBeCjbEyD1ZwIahIBafTaRkfH9dyaDIUFgm4tbWl7EsIAN/35datW7qxsXxgLrIt73kuhDBBTSjaksnklZgCaVPnLklwEdjEF+xewtVh79C4dmhoSMlr2AcjIyM6N7FYTGnkbAaDyt1Go6GKCrg6AVKUB1YEY2SOcWl7vZ5eLxqN6vNAGlSr1aTT6bC/bp5gIPMQ1jr8btF+bFj8Y6LeaDcW017PXgvr4c2bN4H0I5sWi8IGiTh0mK/knMO8k/azRMLtYeOwElgKC74wJsHzPM3tIwxsTUC5XNZNBSKPQ2THnk6nVYA51ydlKRQK6oagncfGxrTCcn5+XrUzB2F/f19qtZrs7+/Lw4cPNSNCE5/wvAH0ca5v3YEHcM4p4IiMAxkIrMGnT59KMpmUyclJqVQqytzNoWDdLUGNnctqtapCmZTo/Py8LCwsBOjbSR3yjMViUdrttmQyGU1Vcu2ZmRlZX19XIcH6hpGtluqOfQoICS5L5stWFfNs1NnY/hyJRELu3bun/JhAn8ke1Wo1xUgcHh6K7/e5MhA8N1IwWPYcm12wgTSChaDdmDDQiLb9mQ3QWG1s378OUGXTePzN/dlkFEBZHAGCikARZvnAwEBA6luOBrQWQBcoy6FvtxuCRWZ8u7u7gQh5vV7XYiz8ajtvxDqssBwfH5dMJqMuA67F/Py8XhcW6LBGsofAxkNisT4J7+rqaoApKswuFZ5/LIDl5WV58uSJIva47sjISKDrGNciBgJyc2dnR91Qq6V5dvptwOiFAvF9X8FaS0tLkk6nFbIeLq2H1ToSicjBwcEVSwsMRywWk+fPnyuDs+/3qf2mpqa0+Q4WBPOKEGffWnc6n8/rWoyMjMje3p7GhiKRiAYdm82mHB0dyfb2tvJ+XFh2N08wWE1iNbxNx1iQiGVXxs/lb0tcEj701zEk2+sXCoUARTsxAIuO9H1f/vRP//QKfZvneZq7d65vBg4PD8vZ2Zl4nic7OzsBq8ceXgQb47BU4ZSRJ5NJzas757TJDGNNJpMyOjqqOAMsAQKqgHcQoARSIVWlg5LtjYhL4lw/SIdwZK1mZ2fl/v37AYuMMSaTSWk2mwHhAbEJz2wLxIjlJJNJbYWH0OPanU5HIdxgSXBTbCNcXJ5oNKrApfv37wcIb8FOWOVh3Rwsinw+Ly9fvlToOfEW5/rkQmSKOOQI552dHYnH44H+qc4F07ZTU1OytrYmx8fHauVVKhXtQYl1hiBfXV2VqakpWVhYUGu1XC4H3OGw653JZBA8N08whDW2/T38HkEh2+PhuoNuA5fwMLD4aAEOTqPRkGKxqOk9NiPpJzTr8vKyppnADbAQwFG5p+VcwNSk/sAKslgspgfx8ePH+j9SYgSrKGHme7aKkQ1Oq3Q0ULFYlJWVFRWKkUhESUZrtZqmKjk8dv7oaIVfv7e3J/V6XaamphQZaTci7uD6+rpSm/m+r/RrCDKEi+1Pyb3RvktLS7Kzs3Ml0xRm0bLziMViFQtWAtrZNgImRUmAttvtSrPZVBaoer0umUxGotGonJ2dydramma3KHRi3NPT0+peQrc2Pz8vAwMDMjo6ekUAxmIxVQTsq+3tbd0zt27d0rHlcjnZ3NzUgDcu4Te+8Q19loWFBXVPwARZwpuLe99cweBc0F9j0xCNjUQiWpxihYbl+Xfustv0dYCnBw8eqDAJN87loPLZdDod4IYYGhpSjoZGo3ElhmBRaNf1o6DEulgsKtSVPD/3IG1p54CxkJXhf4ODg9pfYmtrS+8dj8cVcJRIJOT8/Fz9Txt/cM7JF198EdhA1nWyB5a6jEqlogKD+9VqNfG8fqXkwMCAZnUikX7vS1ijNzY21LUi7Xvnzp3A89rO5ryHn0zK1VqX1r3hfkNDQ3r9SOSSHRzLlBoEmz7FhLdUd3zHEuLQB7TdbuvvZHHYu4DxGo2G4hRshTBzjXWFEjs9PdXgJdbH0NCQxmDsePP5vGYrDg8PAx3YiZlwdi7uebMEQ9jXtyY7h4BqMw4wn2HD0VjDOadNTa00tde3dfmkcmzOn8IjUo/8DyHl+75aFxxWu9g2thEGVvE/6ihGR0cDoC0EBn/bw8mm+P73vx94HsxYArA2TUcZLnyFn376qYKZrPn5ySefSD6fl42NDa23iMfj2r/SVou2Wi1ZWlpS4Wo1JeAr1uajjz7S50KTYSLzXbAXzB8pQzINQ0NDUqlU9IDlcjmtYKQKkkpZ4MSMk9+xAPG5YY3mACcSCen1enLnzh1luIKUGEE2Pz8vu7u7sri4qLUsKIaNjQ2l2LNFdraGBexEOp2WbDYr4+PjCpEfGhpSIFS9Xte5Wl5ellgsJplMRl0Y61Jzbf7GikS4IYguhM3NEgw8lH1YgjuAfTY2NtTsjET6tFloN6ttiOCHYaf22tlsVjdKOP0Z5mu03w0H7xAYCCw+a1GIhUJBD7ctaEL7sXCJREIZnjHvw/lwa4lgGpdKJY2JoH1IIYa7SVvBSemvFaBQsPMdBDOB3unpaRkbG9NnmJ+f1+g447NpXEhDuCYC0LYEQJCQxXGuXzcyODgo5XI58FncCEuow9x9/PHHkslk1Nqy1gZrAuEPY/F9X3Z2duT999/X61Dw5nmeli3j3oTjVrgxWLG8j6vJyzZCsqjYfD6vPTdsNW+v19OGRXNzc7KyshJwi588eSJTU1MBqkC77p999pmuOe7jRV+MmyUYrORDM1qNwk/L0RA+pPiE4YNsfc4wWanFxFsiUd4zGHOVwvh6zvUtEdiqr4Op4tcjOADxhAOgAJ/AOBBc4ztsVnuA2SCY70CcnbusQJ2bm1MrAzYr5/pxiLCwgDuzUCjIy5cvNehKBSiFTFZYIZCbzaZqMzv3CCECr7SQ4+AC/KIIyQK7nAtiLLCwQJfyLFDcIeicu8z8kGHw/X75dD6f15hQ2F0DPEVMwrl+oxrqPaBpY3+ANK3X6wFMhRWMvAfCEiFsBTwl1exJxml7i+ZyOd3b1WpVOp2O5HI5abfbsrS0pJ3RAEi1Wi1pNptycnIis7Ozsr6+fjNrJUA9QkNmD5iNOluznE2F9sXcYmOGWY88z5NutxtIR9JcFKluc8b2cL969UoSiUSgAWlYCHAohoeHNQhptYgVUvbazWZTm8Ck02k5OjrS9ByHju+vra0FBFc8HtfNbAVo+D420EUpNvcHMWjHGYn0eQqsi4cwarfbMj4+LrVaLVCB6pzTyL2t//ja176m2hDIbq/Xk93d3Sua3bm+y5HJZFTQIthY66WlJUkkEoEUMGsfiUR0DRGuZF4QApCt2IB1uVyWiYkJyWQycnBwoCzbjx8/Dhxm6/r5vq+BaN/vczJixkPyCrX++Ph4IC6GC8pz2vVizI1GI9A5G5eEgOPq6mqAiQtrEyzK1NSUCpTt7W2e/8sTDM65pHPuXzvn/jfn3N87537n4v0J59y/cs79g3Punzvn4hfvJy7+/seL/zd/UYuBiWHTsrl4z1bROecCqTsOvK2QZMLv3r0rlUolwHEwNzenn7EQYWsRhA+9HSN+MQVKfI5a+9nZ2YCLAZegFSpoPyopI5GIfPbZZxrQIpgIYQlawxKJkBe34+Vw21Qo/8MKsCg68vHMm+d5GmUfHh6WQqGggB3KjYmDYEpbQdxqtXSMY2NjyoG5sbGhQpw2gJFIRNvV8WxDQ0PS7XZldHQ0kMXpdrvq/mQyGW1Zb+ND1MI4FyRW5fm73a5aARRAWaHKtaanp9VFm5iYkEKhoLEPa2kAlML1mpmZCcS04vG4LC4uBoBwxWJRlpeXA2nxSCQizWZTstmsJJNJ/TxrOz4+HogXLC8vi+/7yvaEq0rAm+xRr9ezQvRLFQyec27o4vfYxWHfdM79C+fcq4v3/5lz7psXv3/LOffPLn5/5Zz757+IYGBDOufkxz/+sVQqlQA8ldiC3eT2gFQqFWm1WmoS+76vwT9KoMMmv+f1G5Ok02mpVCoBNml7fdsQ1fM8Dexgwl5HCGIFwMTEhPr73M9uiLGxsQDfZDjeEW7J53neFY1HytOOn2uQr6fF+sbGhtRqNZmZmVEUpnNOMy3OXSL6FhcXdc6Zj+np6UDFJ5oJsJEtoYet2gKd+Mnm7/V66mKFgmUqfMgesabPnz8PKASLP4hEIgGiV8YOcjUejwfaCNo04urqqlon4T6VCH87Lu5dq9Wu9AhhrUgZ830yaDbVOjo6Kp9++qm8fv1aVldXJZvNqrDFWmOfMS6KBAns8hwHBwcSi8WkVCopxP/CLfvluBLOuQHn3P/inNtwzv1fzrnoxftbzrm/vfj9b51zWxe/Ry8+5/1TgsGm9qz/azMU/PS8PscgGvnp06fqE1tNGX6hDbLZ7JV8N+Z7uNEoh5lgkd0gtiU7Le34v41NcF/Savb5oAXnu4CjMBEZZ6vVuhYDYQUnQCeDbgAAIABJREFUHA02EEmdBDBdDmMYD0CcI51OS7PZvFIUZINnxHd835fPP//8ykGOxWLy6tUr1eBhfIdF/DFG55zySBAjsaXQ8DTiAlqzPMxv0e12lVOSucaKA0ZeKpUUjs0aPXv2TNe42+0GuC8spT4uIjEQu+cKhYK0Wi2tgQGYtr6+rnGNp0+fKkDv/v372jC3XC5Lt9u9wlcZxnIwh+wx3PDbt29rF62wIrnYO1+uYHDORZxz/9Y59/865/7AOVd0zv2j+X/dOffvL37/9865MfO//+icK15zzU+cc//m4nXlMNv0FSa/DUCGhQkvm4rkxWbDz8b/ZEMhbZlMWHAwda22o/AFcx0AlHNOcQ21Wk2DUr7vB+CubDqYlTi0lmgUrURE3rpU1qqh9dnHH3+s38lms2r2YiWNjo6q1cPPaDQqjx49CgR0beCQw5rNZmV0dFQ++ugjZb6yvIO4QkS/AZ0NDg5Kr9eTUqkkd+/evVIkBnDIuctUZiQS0b4R1rIjYMhB29jYkIGBAT0Y4XQ3BL/O9QueuDd+OVYJMa2HDx/qPDQaDVlZWVFQGSCm3/iN31Br6t69e1fcSyvUY7FYgIXKCkPn+u7V3t6eWsCZTEZOTk4CKWH+Nzg4eKVHyO7urnz66adyeHgosVhMUZN8n3jIyMiICtlfahGVcy7rnPuXzrm9awTDv7v4/e+vEQyFf8pisAec/LSl2QrnbcMBNnxUUGfOBZGP4ayB1Ti29wKvVCqlICkOJ1ZDGGDTaDSUnITDHrZc3r59K/F4PHBNov3WkhgaGpIf/OAHV4QbYwjzUoTnjOvAVt1oNK7EIKzQ4VrgEHgvkUhonMEeaOcu4wvXtecLC2qCZfY6sVifoBfYN/BfakZKpZIyF/3Zn/2ZatSzszPFMTCeVqulpCe2jsC5SyJWCyqyYwwzbDHGjY0N/Z25o16FZ/nggw8kHo9rI5rwPsSC29jYCECrIY0NW8WtVivQnMem1D3PC+xpy0WCckP4RaNRJdmxa/mlBx+vOcQ/ds59z33JrkT4ZaPI9HPk8JZKpUDVm8XMIzjCBTTOuSuU7mw47hP+/HWcjviyttCLg4UGo9FH+FBbgWS/79ylWR2uMsVt4DBYsxwNyueharNpXz5Lug+BZecKRCOxCwsew8cl+GVdCuYMrWSFNd+xc2DjLAhtgp5WkNKqfnR0VHZ2dvTaw8PDsrGxoY1orTAjFWxrH2zzXtzM6/YagtSukw1c0lMkbI2GhSBEwtFoVK0crDwEIIcbBcJ3Hz16JOPj44FiQv5HzMNa0biKxBtwfxOJhApYrKBUKsXvX2rwseScy178nnLO/U/OuUfOuf/aBYOP37r4/dsuGHz8F7/APQKTvLu7q1rUBpUsaMMujvX17YEDveacC1S84Zbgb7JAExMTAZiz5/WZlgimYd7ZbINzl41XnXPyrW99Sxd3aWkp0ErechdYRKUVGBYMw/OFgUiYiXbOAEWFu2LxHOHIO+k27vHgwQPdjC9evNA5RsDt7OzI5OSkPhtzBCTXjoUx2DJv5ptaBcbE2nW73QAHBj+BEpOWtQKaz2CVWMFvGw2tra2pH472tkFV5y7dG+ZpfHw8UMjFtdHoELlMTU3JgwcP5I/+6I/k5OREyuVygEQXQed5nqyurmoNRCwWk5mZGSmVSrKzsyMrKyuBRranp6caC2M+EE6VSkXGx8c1fU4cKYzN8X0/rAy/VMGw6Jz7X51zf+f68YP/7OL9SddPY/7jhZBIXLyfvPj7Hy/+P/mLCIbwy7IQXfd/z/NU29giGpsS3NnZCeTwDw4OxPM8WV9fl3q9ruCaMDcjiEXrF4KAsxsSHsHw4Q4vpv0M0j/czh5yFz7baDTkzZs3CkwKR8OtRWQPKoIkGo0GYgKxWEwtmoGBAanX6zovFjrsnNMu2sxpo9FQU7vb7Sq9Gp9Ba8HG/P+nme0cO9fX5ul0WnK53JVGPcyHJVPl2laohjW37/uaqdnY2Ai4DrYa1UKX+czi4uIVpWTHDV071pONnaTTaf2ba1OgdXx8rLgGKyydc8r74JxT1wRLKZPJqOtGqtcqN+bkj//4j5WfolqtBlLbm5ubnJGbBXCyi0pO35qJ1iS1PiYvJG04z2+v6dylX23LpDm8mKphiDTsPxZXwUGwgKzx8XGJRqOytLSk0edmsymzs7MyPj6utOXczx6e4eFhDSTyHo1PbO1E2HLh2cIQYXuowRhwmBmrFYY8F1BeK4zr9boMDg7+XAE9MTER6Oo9MTGhQn1ubk4tgmQyKePj48p+bK9n/WNeYep8PkNw074Xi8Wk1+vJ4OCgPHv2TJxzgbhCtVq9QjZsv49ghKXLKotSqSSrq6uB4iS7dg8fPlQ0ImtzcHAQUAx8nj6s8XhceTInJiYCjXVtKpsX46tUKpJIJNTNgq+UzxFHI75kiwIvsAw3SzBYvzW8sUEr2pbz0JxbzcPnESaWXg1pzIG22oZoOIvD9TAZQbuBjATLwKaIRqOyurqqh57AGrl3BEur1dI6g3D7NvgWbPwiEgkSt9qDbzkfuGf4wHY6HWWM+su//Este3aubzFMTk7K7u5uAKNvcRdWO4etk/ChDSP3yPr4vi+NRiNQ4MbhWlhYCFy3VqsF3CMr/NPptKTTaRUqsEIzZs/ztCdEKpWSw8PDa4FyzrlASz7ngi3nUQADAwOKAbAKx+416y5YNvK9vT0VEp7nyf7+vuzv7+v/SX3iTlDMZZvPOHeZPbLp6rdv38rq6qpsb28HBD37wwoUywdq2jTePMFA8Mg+FC+6NDHZ10F+rUlHWbStwkSIWHBJ2FeH1iusVXy/3y2q3W4rwIbDE657gOzkOvM2HOFH2gPwQRiQvux2u1dgx8713SzbNcreg+tYcA7NURFWVshAAsIhszRuvL+xsaFCZXBwUJGZ9nu2A/mjR4+UgJcg3tramiSTSYXn0hzXjtOiMXk/FutzZ9C0F2vD4g/sfkilUnqocCny+fyVOppkMqlsTmRfbAA7/KJKtNlsahcsWs2HY1u4olaQdzodZYiy9yiVSjI5ORmIU4H9cO7SShwbG1MC23K5HGgsFIlENMVLap698dWvflX5S26cYGByw6AMeyDCuWrf95WIIpfLXaHy4tVsNqXRaKj2JRoOGtIWBoV5IPA1rfVg06gcCssiTbHNyMhIoM6Bz5+fnweQhnQu4m8bHQ/XblAmzGfRXFYAsOmdu+xCFY1GZWtrSz766KNAzID5QbNcFwy1OBJ7gJk7WuXZlBrjX1xclPfeey8g6GEkmp+fV1wAgdVOp6PjoSWdzUTBjeFckGDXucvu2mF6fN/v97Lg4LCeY2Nj6l4QR0ilUoE5xzUkxby+vq7pS/ZRrVbTzlZTU1Py6aefyujoqAZSLamt53lyenqqZf1kQ+B6HBwcDKSRfd9XcJ1zfTeKLlalUkm2t7fV4gzjSpzrczQkEgmbUr15gsH6t5iqNi1HOy4mzLlLdmcb0LH/d87p5tve3lasfjQalQcPHijllu1nyEaEvJP3yuWy3sceAO5HPYNzl7GMsDnM77AUQ8EWtghs+sz3fdWetkGOc/2yZwRRrVbTg2QDsFbDOdev70ez7O/va/HW/Pz8lWwLRToAvT7++OMr4/S8yxJ3BJ5F75FV4HBbgFG5XJbd3d0rkGvP81Tok4bjuSzZCbDs9fV13SsTExNyeHgoW1tbgeCc7/vq14fdT3gyEomEsl3RXhAXjwZEHMJYLKYl48TDMpmM0ssx36lUSmZnZ7XLNsrLWkqZTEZrPnK5nCqkgYEBuXPnjuzv72sMa2JiQmndSqWSKi2rFH/rt35LSqWS7n2D7bl5giFsahtQhpqjwGLRYNcF3Nhg4YAhixU+hAgK3Ayb66fbNNrMBjXZiLYQp9lsKjckAua3f/u3A9rSZg9sPARhggVQq9WkUqnI6elpIOBqN3W73Zb5+XmJRCJy+/btgMYjFmJJc9GSMBjF43EldUEDWgxHq9WSvb09zRhwHTZ1uOeHfdlMhw3ARSJ9khQi9HyGfhnMCT1LgSXDMI1AsIVTIAnX1taUms9Wky4vL6ulEY1G5ejoSIWzRW2+ePFC9vb2AgxS9LeYnJyUtbU1TSEyFqwFu5fsPBB/QCjYZ6ZNQbix0ejoqGImbK8JrAcK2ebn5xW+HhbSjB9heHGNmyUYeHBy4qOjo4FDySEnr2zNJQ4o8GgOTrlcVlir3dQEhuCADBOzcN0w/p7Apud5AdPYgl64XiQSCSDgBgYGNO/8+7//+zI0NBSImoOic+4SboupnMvlVKO0223dmCsrK7o5GY+dk3C+34KdnLvsl2g3KnBqLCB6RNpxhjMnCNFwHxBy92hUvlOtVgPriqXIfQqFgoyPjysqkjx9WCATayiXy7KyshKItVi4NXEDLD9rlRwfH0uj0ZBKpaLrSHct5y5rW6iEhB3auX6cB2JWFA5KK0ydx/4Nxy9831fBY/fUvXv39Bq+329t51wfVk36k88+fPhQ4vG43L17V87OzhTk5vv9snHO1AXc/mYJBjtZAILCKbSBgYHA4oN+s5qLyQT5FTYZ0Z58LxqN6gFGwyFcGo1GQPqyYarVqiIx7Zgt0QvakNiDPXx0YcJMDWdibE7bvk5OTgLAK/tczl3GCq6zoniPzAsHBmEQTv/1ej11fQhs3b59W05PT6XT6UipVFICFjsHQJDBXZBT5zqW+RrGprGxMWm329pLgpetHrXUdTxDPB7XwxyLXXYmo4R7bm5OyuVygEMjn88rYpa9AM6j2WwqqQuKxboD+OvxeFxRh/l8/v9r701j5MqyM7Fz34t9y1gyMjKWjC0jMiOXiIzcF2aSlUwykyyySBbJqmItrGZ1satQVQ2o1Oq21G1BcEPdGLkNGKMBbMgG7H8ztiQv8KANQxZmxr8MSJasrQVZVgtuwILGbgzsGRvwHy/HPyK+E+feiGqVPOwi08gAHjIy4sV7993l3LN85ztcKBR4aWmJs9ms5CtodGqz2eRut8szMzPilM7lclIYSCMgP/roI0tI6kpSmBPpdHqsyjs03r29Pd7c3BRHq/ZXDMf4/AmGQCAg4TxNtuH7vgwitAKkEmu11/M8a4dznWe6LqCL3tPeZGgUYPgFLFgvQrRHe+5xjVAoZNWBnOT7KBQKHI/HOZ/PWyS27XabW60WLy0t8czMDLdaLQsO+/jxY7mOLvMGwaaFAjQS1yeCBaQXDM5z8QpuuBJCEzsnBB8mOgQzHIUQfJFIhO/evct3797lO3fuSBtc0BY4HbWAWFlZGYOXI7oCDQ6/gfcd44py8JrIFRoD/C5AVMI3AC0I/iL0kU6w00A2oDnR38Ai4H5A3GqN4OTkRDJAdbYq5iXmsNaM8QydTkeS7dLptPjjcH2kp6PP8LvhPDpfgkHb/lrtDAQC3O/3ZdHoxYXJqoWGuxMCIATVHkSgOhSmIwoIQ0KY6DAf2oZ2YEKiOAykM9TYy5cvC9ejdqTptiL8ps0RJNS4WgYEmud5Y2nRCBVCIGiBoWG+rjYBoaMdc3oBaQAYPtfQbYwVPtPZhLqgMA6E97TjDcIGRWI1szPeu9eBthWNRoVSDuOHtqJgLrACuv/1RqH9AhhbN8GsUqmIIL516xbPzs5K5IlowOwMgBo0XixyzO1gcMTrCPDR9PS0hEo9b0C6oyMYmsFpeXmZZ2dnOZFIiNDVLNLIcYlGozw1NcWzs7M8PT3Ne3t7AnA7l4JBMy9hkKDmYmCxI2ASYAFj92i321Yth36/b7HruDkH+kgmk1wqlYQeXu8UEDYYWHi8iUYqJyIDuJ4eVFwHKmaxWBS0Jjz+oB8rFouywHS2JijWQbmG33ieJ5MbTrSZmRnpF98f8RKiAAt2Ka0RQHUHZ2E6nZbQmK4UHo/HLZMkFouJY1RHQ5aWljgWi/Hq6ipXKhVZ5NpHgEWohS3OwS6KKmOnp6fCwzA9Pc2vvfaa3E/zD0DbQv/Pzs5yu93mxcVFfuutt6ziNW52KMw4CG5jRiQp2rTBAg4Gg/zmm2+yMYbff/99i09SXxdhR43whGmK96gOfufOHY5EIuJL0JT2YMeGZhsIBPjk5EQELjYzaEkuZP/cCQYMirtYG42GtdDBhOP6CvDwGvSCvzhH28z6t3oHx7GzsyMTAcJHq6xwium8AICddFaoOzkikYiVvqt3QmMGlanhIHO9+kSDkCtCpzqcCQcfnGxaY8BzRyIR4QTEd7BNUd8CQhOYAP382NXxfNCGtBNVpyvjePr0qdwLIT3UuwBcXEOkPc+zWJbdyJI2+9xoRzabFWGhy9vBs59MJi0Ojlgsxvv7+9xsNjkWi/GtW7eE23Nubk6AWPgcgleD8XQ41h0vbVIgRHxycsKzs7OC5MX3YOlqt9vcbDbFtC4Wi3znzh0Oh8PcbDbl2gsLC5L3oWn0Tk9PRRtCWT8iIQ46f4JhUkwfExehPe2oIRqoZKi8pFl9IOmxw8OZ6Q4Y4v4IOeJczSUJ6QtHExFZOQ96suIABPjatWtjQKJWqyX3h32Its3MzAipCTQKYwZU9Dr7kGigvej/cR8N8IFmAX7LaDTKy8vLXK1W+f79+xwMBvm1116zhBC0tHa7bUG1Pc+zoNAQprFYjBcXF6WuItHArkUBV5yfyWQk2gQvfKFQsJiqQqEQ/+Iv/qJgFSA4kfTmLrwbN27wtWvXRLXudDpcLBa5Wq0KWYs2UbVQw1wB4tAYo1VuNsbwnTt3rGI2aE+tVuNsNsuPHz9m3/etKmcuo9Te3p5wRbz66qsizADDB1wapojneVJNG5gKaFQYF2iDMC3hmIfvAbgfogEPiBK050swaPShLh2nF9ukw0Ug6l0FqiyR7eRCqE/b2xpaqvEFmFCu/yOVSlnU8bh3sVi0TA+9I2NxIJatacN835fF2ev1RDX0PI9LpRIvLy/LDgjEG8Kg6XRagEOhUEjURwgbeP9Ba4Z+RSk8LEzs/PBJYIeCYA4EAmMaByahG25DP5dKJT47O+NCocBra2sWWxTaiNLv4CiAr0FD2fX4AXkYiUR4aWmJ2+229K9m/Z6ZmRFBjixc3XbE/uGLwu47OzvLnufJ+GhfDn4PEw9C090koB1qzQKbnzuHA4GACL2VlRXxU5ycnAjeQ2uYKysrfP36dfY8TzAy2rRziw4Tka7+db4Eg7u4Xb4Fvdv7vs/b29tjzDWQwpubm+z7A0JSF+uAgdA7X6lUYt/3+c6dO1Y6KwQBJmsul7OcfBgs2Hk6xAqnpqa3R/tBj64nEX4LTUOr59lsVmjAEArz/VEBYKQqo5iK7/uCA8Dvce7+/j4/ePBAMhDX19c5GAxKim8oFBLGYQg6/ayLi4vikMWEBPqwWCyKMHEnJoQawEXLy8sT4euuSZdOp6VPkWNx9+5diXTgPB2qde37RCIhfAVEg1D22tqa7KjayYl7AmAEjIEOWwOvAAewBuIRkRSpQQTNmEEiFep96valUimOx+NW7Q9tIk5NTQm4bGZmhldWVsTxCcHmUg/0+30LFDU9Pc2dTgcbz/kTDNrG1IlD2ruLDl1fX+dHjx5ZKtbm5ia/+uqrExmbg8GgVbRVx9YhxbXnGmxHWtpDc3DJPaD2YXeampqSPAzP8/hXfuVX5LqYQPPz89ZzAROAiQ0VUcf24diqVCrc7XZ5bm5OVOBQKMSNRoMXFhYkmxO7GtFAI/ryl78smaT1et1awDdv3pRF+fLLL3M4HJZzYZsjdKbDcaVSSQQLQE1YsNBmdC6HW6EJfga9UFA6Dzu3ruj83nvvSZ+VSiXe2NiQRat9QZqHEvwOGGdoUOibVqvFxWJxDIk5NTUlNULwWSwWE0EIxm29oRGNCF1QvWp9fV3MQb0Z6LmlC87oWqqrq6tSjyKdTlsO+UKhwMVikV955RXOZrPSlsXFRZ6enuZer8flclnm3PD+508w4IC0RUdpEhacAwIWpBXr38PT7w4YBARoxfUkNcZYsW69+xMN1DM369I1XeAFx8IAbFVLcx0ZAcknNBTY8/BEq4y4secgsrkZdL+gCtPMzMxYSNMlh0FfLyws8Pb2ttRE0BoWNBqkPLdaLfHt4LqLi4v87rvvcjgcFlp6IpKFhQnued4YUlQvEGhC9XqdHz16JPfGuWjP7Oys9WyaMBXCvlqtcjAYlCI3sPP1/ebm5uQ6rVZLBLF+fmgTMLG2t7fHohmAYes+m5mZsa4DH0+z2eTHjx/z0dGRUAvu7u5yr9fjs7MzEbagNMRc1Ron0ahqdz6f59PTU242mxKpgKCBZqx8UedPMLi2K/wAmDxaTdcDoAfJ9VMQDexLDaN2PchYuNrsgJc8HA5zp9PhxcVFbjQa1r01SSg+SyaTosIDiguzAr8F3Zk7SfWzuREUHFBbIUCAJES4UjtfNfoQAhP3hGMWuxgWFGLpgNFC0G1ubgpvgHZuAn5LNOKHDAaDvLOzM1HbQr4JsAGlUomvX79ukc6srq7yo0ePOJFIcDKZ5OPjY85kMrJzovw8dkNoQO12mzc2NsSuR0Eat1z96uqqqOeeN6I+Q0IaEUn2aTab5fv373MgEBDNRTtZQ6EQFwoFUeu1SQNk7vT0tNSnxEIHMhfcEMAnYE7rvtMaSyAQ4G63a+XNHB0dCSltv9/naDTKBwcHlkb46aefQks+f4JBawdaDXbDfpMOxOZ1Z+M7DGixWOR4PM7xeJzX19e51WpZVZZBta6lO9EoZ+Kll16amK8PDAZsdG3/60OrrpooBCzVyObT13erWGuiWIQ9ITwQy9fqudteaEJw3M3OznKhUBCeQpg/KE6jhRXyBXAdHU0A7gBZqpVKRRx5up/gO0FkAn4JLQCr1SqfnJxYnn1jjGS6aj4NPVbBYJCvXLki7EUIv2L33d3dlf789re/bWmFyFAF2hH9ODc3x7VaTQQFoO+uwNYRj5WVFUvLCIfD/ODBAxnvWCxm3UeDyGA+4lw4iDc2NmSjArYDjOUwi58+fWoVJtI+MNXW8ycYXJZeaAnaCw0VFZ5qLVlRmUhrB8ij1wvKreqkF7Gu5KQdYbFYTCDE+p4o0IrFpgdEe4chNHA+zBbXDHInWygU4sPDQ1EF4f8gGhS0xXMAH0A08BGgFLznDTL1kKHpIh9brRYfHBxY7QiFQlwqlXhpaUkSdHAfVB6HIMU9tJNQCySwPbvYhtnZWf7VX/1VQaWClcmFmB8dHfH8/LzMAfRjPp8XQbG4uGhlSULrwXUuXbok1bY0AhT3WlhYYGOMZboRkZhO3/nOdywUp/bbQCCGw2FJ4YdGhLoeiBTpuQ2hCsEZCAQElJbL5fjVV1+1wHSvv/661X6MNejddLvj8biE/bU5Oxy38ycYdEagi4LUUhAsQDALXJCTK2D0roNDf97v90Xaa/XLXUT6dzpCou+tbXiohG4UQ4e3sEvosuW6rfr+UFeRmozzQSOHhCFEFtz2u/a83qXgsMPnk+DM6BP9G7QRYVrdT6+88or0QblcFgp1vUg8zwYzQVPBNV577TU2ZsTNoO8FgaQFMUrM6X5EP5yenk40NaGleZ4nGlE8Hpdw5+PHjy2NFP2AcYQzMhAYMHKBFQogJSxuQJlxDaS7w1ek504wGOTDw0MJMeu2Pn78mJeWlnhlZYU3NjY4lUpZoDrf9yWnptFo8IMHD/RYnT/BgB0N6hVIWXSoCAMAiewuYth0CEHpXVz7EPQuiJ3i0aNHIold9VYLEdwnn88L9kDj+8EhiMw53FM73TBQAKZoIBQGWAu41157TUBX6B+o2tqPgL7Ac2DRtdttzmQyHAgEeH5+fiyjk2hEYecuHEQC9FGtViVMRjQKR+pQLFKZtTkBB6cOF2PHRogQ0RbP8yS+r/0kWmBiscGG17RuqFZFNAImIZyqC/DocdYRAP28xWKRy+Uyf/jhh7y+vs6FQkEo8U5PT6Vf0Q9IkkL7AdcPh8PicMZ90+m0BUzC50dHR6IhZzIZ7vV6Mm9Bm0c0KDUYCAT45s2bggj2PE/quOL+w2c5f4JBP4Bmz4Htil3Cldg6nu+WQdO7dSwWG4ssQChMgi8TDVQ2jYx7/fXXpYioXuiu5qAXHnZjN/YORh+iESGpMWYspdvVHCYdyIoMh8MWRgL9kkwm5Vmhbn/44YcyIRuNBlcqFd7a2uJQKMRPnz7leDwunBgI38JEwMJFO6EGay1CZ39iglcqFWHRBuZCFyFGu8G7gf7odrsSriUiK1yrtQkkVCEioDkZ3njjDT48PBTBihof/X6fu90udzodXllZEcceAFcAjmGcp6amrFJwbg3QfD7PlUqFq9WqFLpBsV74MR4+fChjv7u7y0tLS9ztdrnRaPBHH30k7c7lctJO5IgEAgHRNvr9Prfb7bF5p30X2ul87gSDnvwuyAUPDIeQnmiaWQj2P4hV9SLHhEUHdTod8cirEuFjhwYf6d1fRxkw4d06mvgdYu74HAN87do10STw/EDfYdcLhUJjkQO9QFFUFYdLOadL6V25coVfeukl0cBSqZT0JxaDhmFr3AXsW21CYUdH+zEOcP5BqIfDYQmtEQ0wE/Bj6Gu6AhC7HdT7ubk5cbR98sknXKlU+MGDB6JuQxBoxzV2UNzj7bfftrgwPG+Ubl2tVq1oFMBGetEBPAasCRFJeT20H9fAoSNFuBaugf87nQ6n02nR1IBr0QJ4fX1dUsIDgYAQ8iJ9XwOjms2mrCMQ0J5LweAuRHS8MUbUdewCekd07WgMQCAwXpBF25v6M9dU8X1fvPOuyh0KhbharY5Rt5fLZYuc1PM8i6QFCx0LWy8COMIA7HGfB87URCLBy8vLVtgMEx7qKYhG9ITWPg1Abo0x4tBEUpM2h/B8mmPB9we5HAjDTdrtdZv1/7u7uxL+S6fT3Ol0+Pj4WEK3uu4mhML09DRfvnxZJjw4EWE6BYNBrtVqgtSE+RUOh/nx48cvNTL5AAAgAElEQVQci8X4xo0b0tfQ8HTtUJ2qfnBwIFB0bBiu/R8MBgV5GYvFpJAPBC+EtSb1hQAAfyPmB7S1UqnEm5ubkq6PftB5MFgDGtOhNxUXBIh1EgqFpAjNEAx4/gSDDqXpToC/AAvW3dG1MGm1WhOLo0B6BoNBiwNxZ2dnbBKDxbff71uqvwtowvtwODyGgfd930LXra6uWoImFovxzZs3JdUWggWoQjeZDJMP2oLbDuxyuVxOaPOxQDFpoH4S0RhRCq6DnAvsjPr+2MErlYpoADrZTFeL0ibd/v6+lQ+gEaZzc3PWzqn9KuVy2dLC4FyEwEokErJ43LJ88HXUajXe29sT4a9DqDpDF+ODtr3xxhviO5iZmRkrcKQXIUBFaNfKyoqYQ8fHx5zP56U2CqJFEFKdToe3trbEgYmj2Wxys9kUM2ISaA9gslgsJindesyi0ShfvXqV2+225r84f4LBtfM1sxHeX7lyxSL50B2F3RyDhQmt4/8abuzucMvLy7L7HR0dWTz/eheEENL8fwiPooQY0Qg3gWeBtx0FYPX9Yf+7Ag3OtbOzM3lOLA6EPgEdxq5ENMJc6BAbhIAxZgzhl8vlLN5IHcGY5KgksquDwV+CHALsfFBrIVgikQg3m03e2Njg9fV1Kbaqd9dgMMjvvvuuXBvalt7N3fFHP7fbbWkX+isej3Ov12NjjLA66+9135RKJRFgME3wW6AUS6WSpGbX63UrxR/hXK2FxmIxEWDwO4DAV29KaJemr0coUlP0o/AtxiebzVoMV5M2rU6ng3Vz/gQDvKrwCbiYAXdH0A+P96A312Es3/et/AlEPlygknZU6orJOr4dCoVEHQwERgVatZf76OiIp6amLEo4lCXH7liv13lhYUF2Wfxeh149zxNnWjAYlHqSQPFhl5zUR6lUaqLvBHwCMHs0eMn1yxANNAhwNUCLQWgUAgoCz5gR1RsWIExBCFNcf3Z2ljc2NkSzKBaLvLi4yJ7niSDA/ebn57nRaFhhUt/3xXb2fZ8vX77M5XLZchpjcWohp4FimBPRaNQav7m5Oc5msxYfB75bXl4WQlYd6UCuAliTwBRONKB2++STTySlG6YQWJmAx9nb25PnRL0LZOLCFNMbk/ZdGWP4W9/6lryflOk67OvzJxjwAJpuTO8K+EwXiYG01pM2kUhYqn0oFBpTNbVq/ll4BV3A1m2H9hMgcUlToWm6MM28bMyoKIsWVhg4l9sQHnF30WLSd7tdrtfrfPXqVemPWq0moCAw/uB32tmHvsEzHhwciKPP9dHoz4kGPAggVdXtPTk54ZOTE1lomvkJdrLGMbjFWpF9uLCwIMV88fy6mA6uDxV/ZmZG5s3S0tJYtIKIZKd1tTKYZ+gXhIHBy+kKF/QX7udGuhAu1qnjej5/9NFHPDU1xfV63cJWYDxCoRD/7M/+rHxeLpe5XC7z+vq6RHL0vIRG0mg0rM0okUgIixOcwOdSMOgOgsoEry482EQkqrhWxfR7mANuGbXj42Nx+BCR2G9ucRuofW4moD40tRcGSy9mLEJMWneCuNoQ4tsa5AJ/C1K2QR3farU4EolIGjh+r9u3trYmExxOxSdPnnC9Xh8jwM3lcnz9+nUr5h0KhXh6eloSk9bX16W6897eHm9sbIgfBYtB545gUepKUvF43Epb12PR7/ctvAOuA18JdsZkMmkhKSEsgGZ1QUg4T/NhaJN1cXGR4/G4CGskXvn+oJ6EzmFw/VtoD5yZgClrLI32M2He+L4vjlQU6PV9n69evWqxmEHAuIhLFHzWa8bdwBqNhphUDrr2/AkGPLx2TmGRwyEGIQCJDX+DuwuUSqWxOgoYBHDp4TpA0iF6gLg/JhZMEUx2vch937fURtir+vpYTFgcp6enY3Bp/QzGDGjuXQDXZ9n8qVSKV1ZWhH8inU6LxqTNI2MMv/POO7LTuWS5SHXG5AakXDtO8Zy9Xs/qB00OQzRwFB4eHsr9r127JgsA2a06N2XSsbKyYmloRCMn49bWllR+xoKDo3JjY4Nv377NlUpFvsfOj/R0sCBlMhkLb4FnAH7DjRBgPsLx12w2udVqCUOW1myxqQF/AdMQERRcr1arSU1KLGJdeQtJW9AwW62W0PjDV5RKpWTcE4kEt1otMXmJrJD8+RMMurN83xe1WmPE3QMDpiU7cta1HX7lyhVrobkgIH0AOKMJRqFK6wxLmBMQIBBgWnhAvU8kEpKvQEQW2YrneaJKu1pTpVLhQCBgecU1lwIEkGtu6Dg6+rNUKkn4CloLdln0DdB5mpx1Y2OD8/m8mEc6J0E/r3bG6ciQMUZIZXU4FgIH/avDyfgcQkQjBbWzUO+oRMTf+MY3xDYnIoEna4Ynt0gwNCqEfFOplHwP3gw3Kc8Yw1//+teFnh5CGaaPLlWAfsVzgAgG1wP/AtjQseHovkqn09JfOkkO5hmE2OnpKZ+dnbExZiKH6rkUDC7aT08sfK7jsxgErRrm83kLWGSM4aOjI1GDsdtgsPAZSrG5dQ0+K0UbUhqOQQCD8FuEHvUzTRJEsVhM7N5JuQla7Z+bmxMtCAsDEyMYDIrDFGFJODD1pEQYDYIXgsvducPhAVs1zoEZ4Hken56eijByozZwNh4cHEgpPPRVIBDgg4MDzuVyvLS0JP4QDc5BO9rttmht3W5X7uX7Ph8eHgorOPoTcG+iUQjVNdmSyaTsupqhWY+pPjSeBotveXmZE4kEX79+fSwk/Pbbb1tjgntqDQ/zQeND8Dn8DvgMm5Er/CBUqtWqhLuxTjQniC5+rObd+RMMLmgIHYbyXPqAeqVrAcJ77nl24hJ2283NTQsIo++FXQLJR9vb2yJkNPSZaLBjb2xsjBWA1fF4LECiEZMPVEt8Dhtb4yA0DTgmsZ68h4eH7Hk2KzH6DWFIfIfqzr7vCxsTJq3LoQjP/LvvviuCE4JG8y943ijpSdv6KFTr8iQeHx+Lmox7RyIRKyel1WpxNpsVLQrPq1medf+6plS/3+dUKsXf/e53JTKimcUxRxYWFiRqpVPeMb7hcJgrlQovLy9L5EUTDBMN8hJqtRq///77sjj1XEKkpFAosO8PGK0qlYq0SVe+do94PC5lCRCZKZfL4ndCijyQvRoJSzTK84BgTaVSUjJP+a6evWAgIp+I/oCIvj/8v0FEv0NEf0FEv05EoeHn4eH/Pxx+X/+bro3Bn+Sk07tuMBi0gDoQBDjcrDlc97Ni8fgeahv8CNpLjeIv+XxednANcYa6TTSKubs7AoQRVNp33nmHX3nlFdltKpUKb2xsWEi627dvC3Mw1F9jjCRy6dh/r9fjYDAoZhDYoHGe53lCvgJhFwgMKicDjou+1H0Ph6I7mT1vVGgHExhjsLa2NuaoQ7/oULDv+5avRdebBKhNayRgEScapUTre+gkuWAwKMLJ1YbeeOMN9jxP2JndvAoIinK5LOFoaKmuBghhSjRIpiqVSlyv13lvb89Kh4ZwTSaTnEqluN1ucyQSsZjKcB9jjPR3JBLhdrst5926dYtrtRqXy2XO5/MWMArIVu3E1ebETy0qQURfI6J/oATDbxDRo+H7XyOij4bvPyaiXxu+f0REv/55NAZNdqFtdKJRnB0DA29vJpOxQkqYfHqSa9UO57kDrO1b3/fHMPZEo0Ql9/dPnjwR2xtmjJ4MGsOu71etVrnb7bLv+3xwcCBqIOx13F979SG48vm8xTWBSQfzCtBpmFLus7jtgSDAe+1IxAGmalxH28A6chSJRPj4+Fh2d+yeNNzJ5ufnORQK8XvvvWeZStB8+v0+1+t1QUUWCgVZAGhTLBbjvb09MUfm5ua43W5zNpvlcrks5hKe2w1dauwFEQm3QzgcFpShFpJaC8XcAphL4x3u3bsn87Hf71vmlu8P0qEbjYbs+uCrgFYHgXDjxg3xsZXLZXFwz8/PcywWsypQYQ4kk0nJseh0OgLsIrL8Oc9WMBBRhYj+ERFdJaLvE5Ehon9GRIHh9/tE9FvD979FRPvD94HheeZvEgwYcHhjdagLC1xrFOhULRSwQMG+i9+jspPneZ/llBFvNKIKWrjo0BcAJDAJtFmj7U6AmIhGZeNg74fDYc7n8xZYSgsBF5+h8/LRJn1tJNcArYkFg34BcAb+EC0Q4PyEGg8h6fu+QHjJ2XnhW9nY2OBEIsFTU1MWYk/3qW4zAD6TBLKe6IVCQaDFQHbqcUZsHr9HDogumgvBheuvrKzIbo5wq0Zvet6g0G29Xrc0Fi0QtImik/0wdnDInpycyLnLy8tyLuploD2o+hUKhXhvb082JGxmi4uLnEwmOZlMionneR6fnZ3x4eGh5EHcv39f1gT6D20Gs/fw2s9cMPxHRLRJRC8NBcM0Ef1QfT9HRD8Yvv8BEVXUd39JRNMTrvkBEf3e8LAor99//31LO9CTC5MBExHZfOhIYAvgrMICh9cYA4kdArsJoLAYFPgAXI+/PmDPu+pqNBqVfH1MDtwXk1+r0dih3Padnp5KYZa5uTmLx4Bo4EiFaYHJNz09bQlFXA++FtCdoZ1EI3JdnA/4L9qpcQM6/wI7lLtw3XwOnZ9SLBalLR988AETjUr+gS5dhyldTQfmkitcMpkMp1IpqQuJ3xszSLGGjwWCEdfNZDICN/Z9f6zqNoQjzg8EAqINrq2tCdci2mCMkVRsaBbxeFw0vHfeeUeu7bJb6ffRaFS0MPQXwp/6+Xzfl0xTICqhISBNO5vNYhN6doKBiG4T0b89fA/BkJ8gGP5k+P5PJwiG3N+kMUCtnJ+fH+ssVCbGZ9qBqLUFLBAU5MDn8KLDIXT16lX2fX8MVIPzotGotAcaBhyTsEdXV1fl3hg4zQmRSCREeMGBqnd9bbpg19bqLb5HyE7Hv/WxublpQXq1dx7XQuVuohGN+uHhoYS5IAw7nY7lzCQiC41pzIAfoVwucygUGtuVZ2ZmOJFIWJocrgOTAuMCMBEiTJ9++umYL2N1ddXKWsVEJxqgKhG5gMBAElMkEuFKpWIJZ72BeJ4naFSAxdBmLG79XDAxiGx8BcwAolFCHgQ/yGwCgYAs8FqtxltbWxL+1RpbPp+3Mi5x33a7zb7vS3k6ULfBVKHhxgNhAceoXhue5z17+ngi+jtE9FdE9CMi+p+I6P8gor9Pz9iUwO4OWxvqmWujQyhoG1BPmklwZ73jI/TmCh8wMGsSVOAkIJURokQYC15jjbXQ9HB6F9ZticfjXCqVhC1Yn9vtdiVSoR1YOmyGz2DyBAID8g7YyphYwCnA9odWkcvlxijQgPsIBge0ZLgPVGoIWJDmoEoS7lOtVoVKHpWz3d0eYWOd1anHASXjcT88CxyCukI1hEgikeD9/X0RIAAngegXJpT2YZ2dnfHCwoKMbzqdlvdam/I8T7QaNzqFBa3HY3Z2lg8ODnhlZYU3NzdFUyEii9xWlyogGjgu0Zeu+YXnrdVqQkaLQr/4DvMa57/11ltjG8hQ4P90wpU01BiG73+TbOfjx8P3n5DtfPyNz3Fd8Q8Q2ams6FjNBairLKEDdVjQXYz6cCcrfqNVVO0l3trashJ74IR0TZ1UKiWVnfb394V9BzFq/EbnLkziXyAiqdqtJwdMHoChJkVa3nzzzTEzAinr+jy9C+uJjiiIzkVBCThoRYFAwBJ+GtocDAYnJm+trq5KKBPPARVdM3MTjch3NNv3kydPOBgMCg2cZiWq1+t8dHQkkSO3hD3UdQ2QisVi3Gg0hClMo2RBswcGJ2MGPJWZTEbyUoLBoJiCbnITwqOJRGIiF+be3p74RDQ71MrKCsfjcY7FYlwul/nVV1+1eCPRNswZ5Eho344xhtvttqXlBQKDymvD5/tCBEOTiH6XBmHJ3ySi8PDzyPD/Hw6/b34ewaAnL2xuPciaLRgTEzsuHHsY3Lt373Kv1+NsNmvlDESjUaFRw26qJzBsYe2zQBKWjoqgw6FJoD3Y4WGiYHLDBtUC0BVasN13d3c5l8uJ0IPTSzMl4ze65BmSmnzfF0y+Zk6CNhUOh/nmzZsS4vxJAkMXUkkmk1YRFZh3wE+Ew2Hu9XrC1TlJ8Ghhpf0pqPCkTTWc75a8KxaL0k7Q9mcyGT45ORG8hHbktttt/vjjj5loxNmpj+PjY97e3hYwl054w9j7/iCD0xhjaXGxWMwKqcO/5TI3I4tSI1h1YV09r1xNmIj41Vdf5a997WvseR4fHBzI5qJD4jMzM9ZGgyhWKBTSkbnzB3DSHYEO+yzQk7ugMEhENgekMYNsRq3GQbIid14vDuxCRCSeazfMSDTyeGPhaS8wzsWgaacWBA4SofBe38eYAfmrm32J68DkcqHZ+vn07kg02IXRB5ikiP4gFAZhlk6nOR6P85UrV9gYYwmXUCgkLE7aMXhwcGCFjjVoCEJEtysUCvHc3JwkVUE4wEyZnZ3lYrHIm5ubMr6JRIIXFhYslb5er0uYDj6YlZUViUrp/rh169ZYyTl3XHd2dqw0e4xXo9GQ8ZhExacdshsbG2KuQmgEAgExOyKRiBU+xdjD+VwoFDiRSAhUHd8Vi0VeWVkRRzY2Osz36elp7vf7gjhtNBrCkKV4Js6fYNADBGmNjtN05no3IRqBQrSk1UJEOyd19ACxZO2gwW/gpTbG8MnJiYTxMNn0ItaaxOrqKr/33ntszKjeo3Zc4XDj6i7PpV7QqVRKAEmacg5tgspLNPDuoxSdLj6LatJEI7rzTCYjuRjRaJR3dna42WyOVXcul8vW7yHMgPLTDjiigZMWfqJCocC9Xo+bzSY3Gg2J4jQaDYlo4Ddu+TwiW1vQY67vp4Uiojh6PsCfowUCfFmBQEAo2qBNRCIR0fC0AMYYIsUbAjqXy3GhUJBw9SeffMLz8/MiSGDiFItF6UNNiqMdnFogudEZCIR8Pi+OzlgsZkW3jDESutT4CVzjXAoGN1lqknNQOyCNMby/vz+GQpy0w+uFCe8/YsB6t4ZTDRPRRV3i/f3797nb7VqYiEkq4Pz8PL///vuSG4CdUi8ILMRGoyFRAh21wLnwOeD6mpgEzNJuiBLvoQbrPAqtdiaTSW40GiKgZmdnudls8ltvvSWaBnIakASkx2d9fV3agnR2qPgovKLPBzelNqeMGaA6ISBisRjn83men5/ns7MzgffC3IOtjwXieZ5Q3cOcQRwfi0wXpME8wFzqdDpSQSscDotwQwSGaODrIBr5VQBO05sUzIV6vW5pNxjXubk5TqVSHAqFLOQi/Go7Ozscj8cFJwNINdGg1BzeY1x05MWdh1tbW8JnObze+RMMk7ACkxCKeoEj1IYSXtopFYvFxGk4KRlKcxlodRwCANcHhyIqMev8dpfA1bXRNY0bAEF4Vkxw4Ce09qIBVfq5AaDBvY0xfHBwIP00KY1Z+zby+bxlnuk8CLff9/f3rSxOfIeFhPZqzY5ohNkApsS9LsJtuC7MPTcci2dGhOPOnTsirHO5HC8sLFh9CLUZ13XxCNpvpJ8Ju3cikeB0Os3ValWAYm4oPBaLWUV/Md7wNcAPBH8Frr21tcWtVktMDyJbawS93cHBAadSKUmUmpubsyIqehxyuRxHIhFpA1jDZmZmuNVqcSgUkkLCc3NzaNv5Eww4AIXF4Lmmg140KEuHsKaLZ9cVesA5qDUBZBwCEQhYrZbwcBLpSatNC/weKihKlVUqFdl1ILgwoSqViniTXa+87/t8+/Zti1yEiCzMBVRQeNX1JAfBCNK8tXk2Pz9v0cbj3svLy3I/jU5cW1uzFkcul5N6jLgG0qy3tras+2kzDv0NQQ22aC1UsFC04HU1QHAsuJW2dH6EhkLrRY3P4LDU94KJRjRO0KNDq9vb2xZYCwtfC3E8o1vyDuArEPYSkWAT9DmBQGAscxW8EXjWy5cvi9CGrwibG/wOMI2AkByef34FAyDN7uTQth4Gu9VqicqFToZNryeEm9SEDkZKr55I0CDwe0CzIaSwu2lp/1nISKKBSokQZ6lUGqtXqdVsF3eBhbu4uCjRlIWFBS4Wi2KGID8A0Yh4PM5zc3McCATEh4BnA+ENGKXRn7inhggj7GmMESISItuxCB4F/TzxeJzn5+fZ8wZwZk28g3NWV1dFEGQyGVlMKHKj/UEuhNrlOlhZWZEICxzOy8vLIpQ1axQwGcBr6Ou6QigYDAqdGtEI6OWm5ruax8HBgcU+BcF++fJl2QwAcHrzzTflOv1+X9oxOzsr2ioiHDs7OxZWBtgUTS2HPBk4YI0xPDMzo02/8ykYCoWCPAygnHrRomPi8biV6KQHKhaLWWSw7q5BRLKrap4BrYbifi4HIxZruVy2Ih3az6EPEHjg/rVazdqBXIcYBIUO0y4sLIizCZqKBiQtLCwIIGlxcZGr1apMFlc1x0E0yhiE8CMa+TnC4bCFT9BkJS+//LK0U5OaaCHu+z43Gg2LeQsmD/wLup9wjjZtfN+X5DnUnYCgguB/+PChkMienp6OsXbhgHACgA0aIvo5GAzyysqKAMugeYL0NZ1OC+dDPB6XamQwN33f5zt37liI2+PjYwF+4T7aJ4Vn0Yu6VCpJzgf8FdoRDcgztDvtt9DPOynyMsyuPZ+CYW9vj+/duyf5AXpya5AKkmVWVlZECp+cnFiqrLZZ9/f3pTAJ7HK9IPQCwj10EpcWTBgI19+B/zXgRMN3MQFjsdjYQLq7j6tB6Hu5tjOcfbi+xjUUi0VOJBJcqVTY8zxrd5k0eWCTupgJV4ihv8rl8li+CNq6vr7OoVBIEoW0EPe8ARs0IgO4rhufB2OWDs3iXhPqMooqDTMLn+sNABsO/DW4P1Tv3d1d0fAuXbpk0e4TDcyZXC7H6XR6bP4gLI1ngCCJx+MWjgHaoxa8EJ4At2mY+ZMnTziZTHI0GpUNEVwW7XZb8jCQju77Iybw/f19DZk/f4JBq+8akouO0xWQJqEXL1++zF/5ylf46OhIuPVwaLvXtd9c4VOv12WBaX8GUIFEJESzr732Gq+trQlCEIMG4eB5nqX2Yee6ceOGJQxc4JS7WPXCq1arQsEWDoctmjAg74hGqekIX2KBaMEJe9bzPKmKnM/nLR8CBDH659vf/rZcT5tn4JXQQorILkoMLQsLWwtR7NrZbHYsXwNtyefzVoWmqakpESaZTEbqbGjwWiAQ4L29Pb5x4wa3Wi1eXl6WKlgaZg48B/o7mUzKgt7d3bU2DIzzyckJHxwcWLY9IiIQaHC2anMYbccCj0Qi3O12Jb8FWi+eH2NdLBat519dXRWINPraZa1G2YFzKxhwoNPB14eJNClHAJ2BSQ77Uf8P5CHU6MPDQ/Hwagg2FhWKgWhBpQ9w/gcCARkkTLCnT59aExrt1yor0cDBt7GxwblcznK2rq6uWgt9aWlpLBcDR7lc5mg0KosYbQIkF55pohGSFNfQTNu+7/ODBw8EFYkJGwqFZKHrcC6+QwhQT14gPXu93lgoF5N3dXXVIoLV0GOikdYAgUo0cI5qcJUxRlLZc7kcZzIZzufzAtTK5XLCcZlKpYQfAghAzAdEPPB8mgxG5y/oxYzvs9ms0L9nMhleXFzky5cvSx8BpKUXMjY2LfimpqYknE008CdpE3bSpvHkyROr/3XULZ1O8/3790U7g6/lXJeow1/QUuF/dIDrT9A7H9HIltS8CHCquZMbUQQs3Ewmwzs7O9zr9cRHAQ0D94Iq6Pu+RYkGIaTvoRe8q7YjtOZW1cKCIBpEBCYJJmhB6B/N8aAhy1qAdjodzuVyXCwWx8rugXodn62trclEw72i0ai0p9PpiAAAFP2znK86Jfz27dt8eHgoi21jY0P8JC4YB0cqlbLMNLRPR5t0hAmgMoQPiWxTSz9PKpWyOA5QxBYaFHg7tXmH8cJn0LL087vh5GAwyL1eT8YJKE/dnp2dHUmUgkC9fv26CD8IS+0Ix70wT91Udzikk8mkBoqdP8EAiay93tp2c9XKnZ0d8SPonVmXrXelLiaZ53n8+uuvj32vQ0DuDu15A1oyFxMBs8M9HwQj2tOvr4Xfug5OPDMy6BB3n+QTQH+g/el0WvwEgC27PI8I6UGgQSPRQtad7J1Ox4qmwFeCBaMnvOd5vL6+zsYM6itAW8Lu/dprr4lZhmhCIBAQ8y8QGJDcQOvB4oxGo3x0dGTV7dBt3N/fl2Sn4+NjXlhYsCpS6/EBshW2eSKR4KdPn1rOT41JgZnT7XZltwf71tzcnESBkJNBNKIExP9o7+rqqjyrng8Ik/b7fc5kMhbzWK/X43q9zpFIZCy/B5vV0dGR1MjEeGCtqLE7n4IBABj8r+tG6EWLwdUdDqIXCAvd+a6nWgsOfGeMseLZuVxOQmrALBCN7Gqdy+BCnN0oir7vpImn8yqIBjvsyckJ379/XxYWzBu0D/UxEFYMBoPiVwADNhb5G2+8MTGngoj40aNHIlT097hPIDBgCAqFQhKqw04LNRkmDBZZLBaT6AW+14zGmtDF9RnNzMyIAIeqjwMRiK2tLYtXUgtn+E20xobFsby8bNHWQ+jgd/q5Y7GYZGZqv8zMzIw1R7Grg0cEURN8j3D21atX+fr16zw9PS3l6HB9aKiXLl2S98FgUPpQC0HkrmBDQEIavu92u+LLwcayurqKhMPzKRj04qhUKlZoS09aTARX6gLAZIwREI1e+HqiYpJqBxoWB1R9xMVdldIlScW1gTVwmZXT6TQ3Gg3JBq1WqxYeYhIvJBbCpUuXLHar27dvW3F5fT7wAHpXQWISntvNy4BpoWthavVce9JBZqoJT7TKjjY+fPjQ4j+AIIdTWbNyQfNYXFyU3xszYHV2MSYbGxuczWatsCRSqPE7rb3l83kZR9wPvgcAwFDGDRuKppLzvAEVoEbBor0oC3h4eCjFeqCx6Mpen0Va6zojofkC5BSNRkWj0v2CcXn48KEICZg5t27dEl+LrpCm5uP5EwyTvPOYtNPT0xPhtxw0GjIAACAASURBVNoHoCepMQPKbF0HEwKgWCxO9FPgdyAqcYWJXsDA8evFmU6npboTzl9YWBAnJUwjtHl6enosuQq7J66xv7/PlUplTCNxf+PuUNghYb+7Nry2UVOpFDebTckPwOJ1BTFYrYwxVlEa94AgaTQa7HmepVmlUinO5/PCWI0wIsbb7Y9YLCZaAsYO47Kzs8O1Ws3CfGxubvLy8rLl8EMlbx2lIhoB4nx/xJdBNLLjEVIGrgHCGZmPRINCRrgGzBI4dvf398W0hYN4ampKkuI+azw9z7OiQESjbFwFbeZLly6J8NFYHN/3+d133xXy3pmZGamHcS4Fg3u4fgJXO0CH6B0CEysSicgu4qqUmITb29sW8Ai+CZBoBINBa0fGRAH8VAOXXHVT715YWIDsThJI+tDZkjh0aXdEKOBoxa4DjzrUTsTqJ4XKtLcdE9vtI7QBk1gLbm2/IgqEkB36IZvNcjgc5nQ6zVNTUxZhzN7eHvu+L6o0yuyB+SgUCvHOzo5V5RmaF/pWPxvGFDyJ+ln29/et/kTdCACVUA9Tm0hEA0yBHl/AsJFZic0DTli8d/1Num4IhDUEJ9isQUCD0CYYmABqgtaHOQRzEeYbhO/GxoaEUKPRqOUsHfbJ+RIMehFh8SH2XywWLXVMg4Og5ulKRNq+39jYsJJPXDiyVtEQmtOLHEkvOjKCwdeLSfMJIg6Nz9EuzeKkF7S27fH3pZdeshafi+TU7XdVVdjesViMM5kM37hxgyuVCh8fH8szYlK7v4X2Ac/46uqqCBGAkYwxfHx8zB9++CEHAgExn7Qw0f4F9IsmlZn0HNiRdd0QeOQDgQCfnJwIl4Sb/q4PrcnAy49ddmpqiq9fvy4OWggpooF5p+eAe/1AICCp6hpIFgwGRQNy+zEWi/FLL70kixmaH0wOPV+Ryq79ZHpDQBQKY16tVsco4lAqgGignV27do3r9bokdZ07waAHQQ+A9rCC1nvSxNKH6012FyK0ilKpJJ199epVqd6jpT+APKhOnEwmeWlpiRcWFnhpaUk8x8Dew+mDvwh7uYJo0oHCtO4E09wLeA9nk3bWoq+wqNEGY4zwC2DC4XxgC3QaMhyCxpiJ2ZeY9JFIRITaK6+8IvfD7tZsNnl6epqr1Sq/9dZbE8l3iAbquOd5Quz6ySefyLhA00JaONRl4BXwO3j1gTPQIB8tdFHxSt8fYwggFHgpE4mEPIOrubrOS8whtEOHSJHbovsP8zAWi4kTHdqL7kOikXanhZbemPSGhJJ/u7u7vLCwwN1uVyIaw6zX8ycY9IEF6A7uxx9/bMWw3QkGdRaf6R0Rzhhcy12ERAMvO2z8RqMxhsAzxkiKL9owPT3NuVzO8pKD6w+DjwmBcBMmE/L7iciytbHbIe0WExLtgEqtKd/0OaCICwQCXC6Xx0yY5eVlAfm4WgOqJOmiK0tLSxyPx0WdRhtbrZbEzDF5wYyMsKibrKTvBXCPbkcwGBRqups3bwoRCRy3mrHIGCPaCcZ2aWmJc7mchRFZW1ubKCzQtpdeekn6utvt8r1793h1ddUSrhodC6clEVmELEQkvq333nuPV1dXOR6P8+PHj/nSpUtC6ALYNK7/Mz/zM1ZpwOXlZb59+7ZgKnC+Tq5yBQ0O7QPBOOzu7mJ+nS/BoFGK6ORJu6sbu8b72dlZnp+f/4kTEQsItQ7xuTYDdEefnZ2JN1q3QTsCkTMBBma0b3FxUX7nLkrtENWTMxKJiMqp24Fn0FmKUJePj4+l7bBjYbdi8iQSCWHQ1gVZer2exTtIRPzhhx9yLBazHLW6rbqPkNUYjUYlPBoKhfh73/set1ot3tvbs54HoVUsJghOTPr19XVrd97c3JTIk65RioXo+z7/3M/9nPSN74/KAaDvZ2dnLYxGNpu1aPUw/vBzdDoda8OBwxhzp1KpiHk4iTWaiCyQGT5Dbo7GjMCXpPNuEHputVoWQYwGeSH6hgxWFPzBdbFpBINBcdzWajXA+M+XYMBDA3SkCUWxC2IBuo4yrRru7e1ZO6tW+6CB6PwCfe6kIxQKCTekhvi6VN84V09CDJLO/2i328JorO8DX4lr7uzs7IgmgogJIhuTcAmJRELMA60RaSSgMWYsGxQFgbVARTYkNJ1er8ee54nzU5tpuJ4xxnJsnp2dyTkrKytiEm1tbXEqlRIGI8T5AfPFfVyBDf+NWw8Ez+v7Pufzeav+pP6r1fhOp8PNZlPK7tVqNUnp1nOq3+9zOByWPA4ICAhZTTyDcdYO02QyaTFnY/PY3Ny0KkzBAQuzWftpsGnmcjkRZA8fPuRwOCw+mevXr3M+nxe0KRyxwWBQKp6dO8HgDrL27mLXhpR3yVgwAFp9AhItGAzy7OysUITh3FqtxtFolBcWFiQ1GpMBO8rKysrEdGq3VJ6OVrjn+r4vBWPQZoTgjDGyIGdnZ3lmZoZv3LghTkeNaISAwwQLBoNCc45FaoyxdjGUccO9XV4DY0aMyqFQiLPZrMUzqM0uONxgWmkATaPR4EajwZlMhqempgQDgp1rkp9Ch51nZmYkHKjP0UlnAG5BsOMcCNJ6vc6h0KDMm1azV1dXx4S11kJSqZSgLNvttoz39PS0tGt7e5vj8TjPzs7y1taWhXUBQ3i9Xuf9/X1eXV2Vzanb7QpcHFwK8Xic33nnHa5Wq5YTHYIYfVoqlTiZTPK7774r2gJyRJAkFo1GJUICP8va2ppEhrSgR/7PuRQMbm1Edzd0w0BaOJTLZfFWIwSmpba7G8L2v3XrFgcCAf7mN78pdi12ej2Jt7a2LCwAsBC7u7ui5uJz3/ctMg9QneH3kUiEDw4O5HssnM3NTWmrdjrqiIgWhJFIRASFJlKFkNS+BzcZCIdbTGZpaYnn5+eF5Qj9gTwJLJxbt27JzqYXtO8PKOs1Y3QoFOKNjQ1Jv8auiyrOuihsPB7nvb29MSgvwnwIu2LX1dqPpqED+Squg105GAzyd77zHT46OpL2aZLaer0u18F81ARAuC8iDNAy9NhgDoZCA+p5QKMDgYCcHwiMKlZ99atflWrmcMCGQiFeWFiQuYEwJTAbGxsbnMlkhOMSfhiYPi7MPpvNwgQ+n4IB6rpW26EabW5uWja/zn50fQ/YRTGxNGQUtPBaqqJ+ITgctUNJLxA4g7ALaRowLdg6nY4FBnIXIybwlStXeHZ2VnbQQCBg0bVjIU1NTfH+/r5oQxBuiGcjnOXS5N+9e9fCz2vzwo0OEA3UUd0vtVqNr169yuvr6xML3OgELLcmJJ4xkUgIuSm0oWg0yvF4XHgWdb0FV4Dv7e1ZpDHQBNFn0A6R/kw00HA0zVu32xV/BxzAGxsbXK1W+ctf/jK3220uFAriu7l+/bpkdBLRGPzaGMM3b94U/wrGVYepQf++sLDAm5ub3Gw2uVAocCqVEvOl3+8LMQv8OXoTQATmG9/4BpdKJa7VanxwcMC1Ws2it0OSnMZUoG/gGB9uIudPMLg7Ih4MnaUdSzpKoBGP+J1G22n4s8vbiAOCwyXlgBYC80UXF9U7shYMLhTYmBGhjIujQDqwLhzrXhMTBQIKuA0408AN0el0ZLdttVrcarUEXBOJRCS1F4xE6APdH0h11jBxoAixyPH+0qVLVtk7raojSxF9i10YwkyHhN3ID77Dbqmh40dHR0JX75oIGC+9CWgHLnwBml0b3yNxi2iUn+P7Pu/t7Qk1nKbgSyQSVvIetArX8Y3QL54HYC93jBuNBkciEW42m6JhNJtN4YPQGqEWBolEgmu1Gvf7fZ6fn+dwOCyhUqSE3717VzaQcykYMMiIIcNuCofDVjKTGyXQg6vtYyKSEJXeceBE04KFaMQDoReojhHr32DhaL5HPUEnOQbRpmq1KpoGKgW5AgFCCMLQ5T/UWozneUJTRzTYxU9OTrjZbEpqOBYVNIZcLsfBYJCr1SoHAgFL1SYaOGqhomv6N93/b775pixSFIIFoQ4EM2p3oN34vNPpcLfbtTJPs9ksHx4eSrxeoxyJBuQ2hUKBc7mc2OzBYNDCu+gUbs/zJMSJnRw+mFgsZmkdUN9v3bpl7dyRSETK5ZXL5TGnp+cNaPiXlpa42+1aRY11jo7GtcDH4fu+zKNWqyX+MBDBnJyc8I0bNywtb3193coUPT09Ffo5jKsWOIuLiy5xy/kSDHhQ7DKZTMYqMOPGkGFeYELU63VeX1+3yoMjnKMHMZPJWFRXuC8mO5xdmByw+TTjrw4dYfJiB9HaC3YpPZFyuRzn83lhC8YiQftc9h0tUNxDLyqNsIxEIjwzMyO2byaTEbMLtq/e2RqNBt+7d8/a3brdrkDD0QZ855aMc3kAdIhSV47WCxQHhAB8MrqoLc4B4YzOiYDTVPcFqPkPDw95ampKNIB+vy/5D+gHcEkSDSJg2o8AENjVq1d5f39fFi+EEOYiAFcIt+LZbt68yW+++Sb7vs/dbleul8/nrXAl+vvBgwdWXxhjJFoD4dzr9UQoX7t2TdqUzWYtLe7KlSviC9ne3ubFxUVhphrOt/MlGPRk+SwHozvpiMZBQZob0M1dx0L6Sck/OgSHdmxtbVlaikZSosKzVk3dyQ/8ANGIEg4qtn7WYHBQbQi/B8BIn4dEJl2fAPUb3PwNQJWNMfzLv/zLco2XX36Zt7e3xVGly7q//PLLVml77TfJZDJcLBZ5cXHRsrmz2azUWsBOiDbo/u/1enJNTHLtcNO07K66rQXz/v6+JKf5/qB2KFLHk8kkn52djUGFNVy+VCpZjl3ME2g8LtZAbwhf/epXJYcG/h99DnZ3MHE1Gg1eW1sThzJ4IKCJYNNztWBdynB3d9dCWvb7feEiiUajvLq6KuP09a9/fUyrhmNz+Nn5Ewx6p9XVoNyQIc7TWIfr169bu9r29rZVBkwLF7eCsOvxDwQGvH/YgbTK3mg0LPAQ7nvt2jU2xghduzvQuE6xWBSuAPcZMPlKpZI1sUFrt729LeE997oQEFioRCNkILQUqLM4X2stWhDpian7DQIAQg4aHRaxFuI6UvHKK6/IdSORCH/pS18SGLL+DRinw+Gw+DXcCubod2A+QEeHGhWokkU00Ho+/vhjDgaDfHR0xHNzc1YF7aOjIy6VShZgDZqF3nCCwSC//vrr4mdIp9PWb771rW+JAxifzc3N8ebmJufzeWkj2pRKpcR3lUwmpX/m5ua4XC6PZe0SDTTS+fl5jsfjfOvWLW61Wnx6esqRSESKAeO+CwsLFh5me3ubM5kM5sX5EwyTDtc5pr+DhNffa6iqVpndkKX2F+AvElC0IND3g+pIZEdENEWcFmLARmAnRPu0T8KNesC52Wq1OJlMWmg2ODVRT8IYIwsISES8hxBAPj9yG/QzuMfVq1ctQeRGLTBhL126JGovshJhumkTr1arcavVEmHoXg9CKZ/PW/cOh8M8NzfH9+7d42q1yuvr67y9vS3Pp52VhUKBZ2ZmpJ+0Kfb48WP+8pe/zPF4nDudDn/3u98VktVKpTIxKgPNwRW+k+aOOx8gICORiJUMRTTYtQFYwnhr9C3m0sHBgfzW9wf5Jul0mm/cuCEaVr/f5/fff5/j8bhocNiMVlZWxH/kzuHh+/MpGCYhETGpg8GglWfvsjK5pCWYJFodRkdBFcaCxESYBFLChAmFQvI77RACnwEmlG6/ZizC5+1225pI8KnAKaXvWyqVxME5CYvh+z4fHh4K0xEoxnFP7VjFJNLP6EYC9PP+TXUz4CQmGuxUuriwBkChv2Hjg5FZjyMETTAY5FqtJjs/iEvcuYGxvXfvnrVTowDOw4cPOZlMSr1NPR54ftekhJP05s2bAvjSWqguJagL2rjRkbm5OU4mkzLm4XDYMoWMMaJJwCkOTWBSZArzfmpqimu1Gt+6dUv69Jd+6ZesaEm9XhcBHggEJMWciM5niTrU4ZtEXKLBGliA7gLSv9NApPfee092JgCNtDNTH9itNVxaLxrYpOjofr9v7VB6p9ZJTnBITmJpQvrv2dkZFwoFCywD29P3fXE+QYAVi0UBymCCauecyyCF9wh7aQcicAu6XxFv19GdtbU16ctEIsG7u7tWfQfYsXC4AW/R6/WkYKsr4PL5vEB6EalptVocj8fF56MFeDKZlKIu2CHRj1jsCPNpYYffFwoFS9vzvEECGH7vOrX14iQabByuGaTtf7yHSYkxh/M0l8vx9va2ZFyiHZubm1ypVLjX6/E777wjzwKtRkecNOAN9S1835d5oCNwen0M+/18CQYNBNLhJlcI6NAXpLVb6ATUXVDbEYd2B1sLENjQ8/Pzkmij1f6lpSVZiNgx9GJAjB/qXq/Xsxan65BEqG1qaorX1tYs/krf963dzPMGBWB0JEU/88nJCRtjhOFae9y73a4IEz2hoYWUy2ULx6/bZoyR7E8gId944w32vBHvoRtSdFPjg8GgFL3BgllfXxfWbrfSGBYE0WB3h6CtVqvSzuXlZW61WuITAQHr9evXBXkaj8c5m83y3NycOKw1yTBCztFoVDS3x48fy0J2IeBwXGPsQVmvhQYWLv6/fPkyT09PSwRlZmaGY7GYXKvT6QiBDTSUQqEgY3vnzh2ORqPCDIX8DO2/2dzc5CdPnnA8Hpe+KhaLQnazu7vrConzJRggcfUkwSDpCThpYQPUgoHR52SzWclDQKwYiDSck0qlZJC1XU80Uh9dFU8DZnQp+0wmI++1IEKOv5bgGuyjgVl6VwUgZnV1lavVqqjrKG5CNO4oxA6McJgrFDU6Dt8jyWaSbYqJuLKywpcvX+abN29agDPs9K7Jhv8hkBqNhggUCGwAnNyKTpcvXxaAlp4bOssSQtSFz7vh3UBgUIUa9Pm6IhnaDryDTtdut9v85ptvinaCewDSbswgfwHJYIuLi1ypVHhlZYXn5+d5bW2Nj46OuNlscjQa5f39fV5cXJTcHAgM+FcwjhBuxWKRZ2ZmLHDT7u4uLy0tcTqdlmeJxWJjIWQ8w4cffsj5fJ7X19fPv/PR9315cOye2HFSqZSU+8b54IN0d6peryc8eUSjxJ9KpSJhHjemrFlysFAxGSKRiABrIEjAcITMQdwHlbW1DQ/2ZEwCnT6MBaE92HieWCwmcW3ssJcuXbJ4GTWIBgdgt4CR49l0BWscum6EnmQQELOzszIJ8d3i4qJM5rm5OQv8s7e3x1tbW1wqlazIB4r6Li0tWfgN2PPoQ62JTE1NcbPZlD5HBCCfz/OtW7cERIV7rK2tWdTrOKBhwFRE1AmksO75aFuxWJxYDg/FfhBlSiQSfPv2bQvyDkZq9HelUuFarSaLGmNpjOFqtWqhJ9EvS0tL4qfY29sTQdJoNLhQKIgQQPIafj8/Py/XVOb4sxUMRPQjIvoTIvpDXJyIskT020T0F8O/meHnhoj+HhH9kIj+mIg2Po9gABWZXvBYtFgosLV1iXkAgzzPs+pS4EC2JAgsoBZ/lqMR90T5s1arJWpss9nkqakpKy9f258aT6Fp1DKZDEejUbGJsaBnZ2etbE0NLwaRChGNUYehyrcWZGtraxyLxWQSu0JOe8FROcn3fe50OpxOpyURB/2noz6oMoXFj/yOZrM5ZsvrepTz8/Ny3tLSEsdiMT47O7NSqlOpFPd6Pdn5Nb6hWCxyq9WynJU6/OlqkkC1bmxsWDZ/r9cTxywEqvafgDsC/a8zHy9duiQbD+ZMsVjkdrs9ltqu/VKYy5lMRjQSV+gQDRCkGKMvfelLFmFNrVbjRqPB165dE8Fy584duYYxo9oYc3Nzck9Q2etw+FA7+qkIhmnns+8R0S8M3/8CEf3rw/cvE9F/MRQQe0T0O59XY5iE8tODqXMn8D3i2a5jC84fsOi4iToaDKVzJlyVGBMYSSquEw3INjjwcG/Y6hoOqycR/Cc6L0Ev5HQ6LTZrLpfjfr/PZ2dnFv2ci6yE0NT9CYct2JmRMIRnuHXrlvglsGDgYwgGgzL5obUFAgOSksePH8uui3bgXOABCoUCVyoVi+4dIVRcC+0GTgT2v84YDAQCFigJ/RmPxyUvBIsQ7YB5Al/P4uIidzodq8KZ7rdOpyPORzyvMYPszUqlIoStS0tL0sfYqL7yla8w0Sh6o/k6tEYIs6TRaHCpVOKFhQXe398XkNfx8TE3m02+c+eOQMsR0ZmdneVsNsvZbNYiuiEaaDIg3anVary3tyfVtoEPGY7VFyIY/pyIisP3RSL68+H7f4eI3px03k8SDC5Zqp7cmn0YhWRQ2xLvNRhGOyI1TkAfZ2dn1kLV301NTclC1g6cUCjEuVxOdk6YIHBwrq+vi6DRpdMBqoLzFMJChxaxoyNtFm0KBoO8ubkp5+oEMSIS51qr1eL9/X1+4403LOHo7BiCuoMabIzhx48fS76/nozox1gsxuFwWCDDh4eHvLKyIuowSEtAd09EwrpdKBR4enpa6h3gGfE7qL94XqjAa2trVqVorZFtbW3xyckJv/vuu5LnMT8/z+l0Wp4Niw3CFdiKra0tq/o40YiijmhEcY/x6vf7opkgegYoMwQ7fqvTrfVGoDkfiQZmXjablefv9XpjQj4YDIpWDM5LaLuZTMbSlqrVKgeDQTHPYPpijgIi/9MQDP8DEf23RPT7RPTB8LN/7pzzvw7/fp+IDtXn/4iItiZc8wMi+r3hIWXT9aR2seq68AoeGh2BCYzQmIbVAhzkOte0byKTyVjhR+zUvu9btQMxWTCJsFi047BQKAg6Tk8cLOxyuSxFTmBeQDDimXZ2diYm5NTrdUndxQL2PE94KDDxwBmBiYSoxiQTCug5nZ2IVGtjRqzXOloCbAl2aaR3h0IhXlxctFRrooHXH6E2FFUhGlHlraysCDYDNrHneWJTY4FBK8GCd4W+W6+jXC5zJpMRDUQ7a/f29qRv9eJdWlqScK3LdQFYup6nJycnsllAqHW7XWE4T6VSkkIOsxCbRCQSkXmF36Mi99tvv825XE40IiTgQTghk3J5eVkSrOBk39nZ4f39fdnYhoLnmQuG0vDvDBH9ERFd/gmC4T+fIBg2P48p4XmSHiqLDAtFF9UAYEQ73FwHUqPRsCYIPNhwciF1OZVKWQNdKBSkw2E+YMHpHAGomXqS4XNoAO4OSTRKloGpAw0HYTZ4u4lGNrTv+xa4CwLG90eVkxFCxfloy8LCggWe0uHJTCYjz14qlbhYLErSDfoUVPb4zdOnT0ULw/gUi0WLIPfatWtSYHZhYUH6ScfYq9WqCI/d3V0RtlgouOf+/j5PTU1ZzlYIv7t373IoNKhB0Wq1+Ktf/SqHw2GrLQCP4XqXL1+2hAB8KuhfZGiurq7yz//8z8t4QaBqQTU1NSWgKmhuWkszxnC32xVC3mAwyDdv3pSF3u12eXt7W8ZwaWlJ8inm5+fl3jBrAA6bm5sTbSoej1sOY10PA4WRstks1spPLypBRP8aEX2dnrEpgY7Ukx+TGYtZT9hGo8GJRELUeC3ZcQ5UWA1CwbV0/QK3CjSupdOq8XsdCdC4CheynUwm+d69e3zp0iUuFouyUz148EAmab1eF3IYJPjg97BTNX4eTNiFQoFDoZCQiYDPAU47CFKNitva2pJIiaZIJyLxJYDrAQsYdjwWmYvOxCLCLqh/V6lUeGNjg9PpNPf7fZ6ZmRHUHhYuEr00InFtbU0Yudw+Pzk5seL4MI9gTuzs7PDh4aGQpSI5q1gsCrgoEAhwu92WuQD1++bNmzw7O2tVFms0GkLDV6vV+NGjRxJu1IQ68D1ApT89PR0zYQuFAl+7do3z+bxoe+58hxBD2BPh8Hw+z9VqlXd2djgcDnOv1xOhiozLXq8nzknMTZ1H88xZookoTkRJ9f6/JqIbRPRvkO18/N7w/S2ynY+/+znuwUQk8fROpyPw4rW1NXFyYQd0gU9Pnz5lonE+QK1RzM7OyoTAudAY8DtAWeHZxj0TicRYZifSkqHFTIIV473v+1bBFXjfwTSExeJ5Hp+cnHAulxP0IVRUoPrwbESjBKalpSVLsIHPQidjYQFjUWoNAzuTNhUmAXi0cNXXBRMRNB2dsYjzstksT09Pc7lcloQgZIbqfkF/ra6uihAEdyL8FtBqMpmMaHcIRV6+fJmNMby+vs7pdFpqgmjn6drampgwrVaLl5eXxbGtmaKx6FBKoN1uy3lXrlyx+gnp9JpbtFgsChdmv9+X+p7RaJTT6bQl/BChgqkEXxQcrEQ2BHxxcVHIhiuVivBEauxDs9kUvophO5+pYGjSwHz4IyL6UyL6V4ef52hgJvzF8G92+Lkhon+LiP6SBiHOMf/CZwkGTCpNzIKOIxpVOAIRZiAwKhOviTf04gwEAtzpdCxfxcnJiajQmUyGHz9+LOGdQCDAT548sTSAUCgkOyfSWHu9niyyDz74wBIC3W6XY7GY8P9h4SHFGc+l24sw1NHRkUx6FHbVuHuc/8knn3A+n7dgurrmRi6Xs9RqFGOJRCJ8dnbGN27ckD7RAg9hWAjMer0uWsjVq1cFqReLxbhUKnG32+Xl5WWORqMi3PRCj8fjQnS7sbHBsVhMIgm5XM4KxXqex9evX+dOp8PtdlvYi5LJpAgyXPu9994TcxPxfv0snU6H6/W6ODa73S7Pzs7y8fGxJL61221BCML5CxOwWq1aDNC+P+CzDAaDfOPGDX799df59u3b/M4771hwdJif0WhUhEY4HOZPP/1UhCA2nVAoxK+88oq0XZtRGr49PT3NU1NTknsDfMLq6qpsFltbW7y7u8uhUEgwLL7v8/3797Vw/9yCwQwX5nN9GWP+dxqYHOfhNU1E/+x5N+JzvM5LO4nOT1vPSzuJJre1xsz5z/PjwLNvz/+n158z89bzbsTneRljfu88tPW8tJPo/LT1vLST6F++rd6zbMzF6+J18fr/x+tCMFy8Ll4Xr7HXiyIY/t3n3YC/xeu8tPW8tJPo/LT1vLST6F+yrS+E4+AQvwAAA+hJREFU8/HidfG6eL1YrxdFY7h4XbwuXi/Q60IwXLwuXhevsddzFwzGmBvGmD83xvzQGPMLz7kt/74x5sfGmB+oz7LGmN82xvzF8G9m+Lkxxvy9Ybv/2Biz8QW3dc4Y80+MMX9mjPlTY8zPvIjtNcZEjDG/a4z5o2E7vz38vGGM+Z1hO3/dGBMafh4e/v/D4ff1L6Kdqr2+MeYPjDHff8Hb+SNjzJ8YY/7QGPN7w8+e3dj/bXMlnuVBRD4NEJJNIgrRAF25/Bzbc5mINojoB+qzZ8Y78YzbWqQhCQ4RJYnovyei5RetvcP7JYbvg0T0O8P7/wYRPRp+/mtE9NHw/cdE9GvD94+I6Ne/4H79GhH9AyL6/vD/F7WdP6KfJkfKF/kwEx5un4h+S/3/TSL65nNuU90RDM8sWeyn3O7/jIiuv8jtJaIYDdL3d2mAygu484CIfouI9ofvA8PzzBfUvgoN4P1XaUAfYF7Edg7vOUkwPLOxf96mRJmI/kf1/18NP3uRXgVm/qdERMO/M8PPX5i2D9XYdRrsxi9ce4fq+R8S0Y9pQAP4lzRI2/+/JrRF2jn8/l/QIC/ni3j9XSL6V4jo/xn+n3tB20k0yH34L40xv2+M+WD42TMb++cNiTYTPjsv8dMXou3GmAQR/cdE9Ckz/2/GTGrW4NQJn30h7WXm/5uI+saYNBH9p0S09BPa8lzaaYy5TUQ/ZubfN8a89Dna8rzH/xIz/7UxZoaIftsY89/9hHP/1m193hrDXxHRnPq/QkR//Zza8lmv/9kYUyQiGv798fDz5952Y0yQBkLh7zPzfzL8+IVtLzP/cyL6r2hg56aNMdiYdFukncPvp4jof/kCmneJiO4YY35ERP8hDcyJv/sCtpOIiJj5r4d/f0wDYbtDz3Dsn7dg+G+IqD30/IZo4MT5h8+5Te7rHxLRl4bvv0QDWx6fvzv0+O4R0b+AGvdFvMxANfj3iOjPmPnffFHba4zJDzUFMsZEiegaEf0ZEf0TInr4Ge1E+x8S0T/moWH803wx8zeZucLMdRrMw3/MzG+/aO0kIjLGxI0xSbwnolMi+gE9y7H/Ip1Pn+FEeZkGHvW/pCHXw3Nsy39ARP+UiP5PGkjZ9+kZ8k4847Ye0kAd/GMa0Pr/4bAvX6j2ElGPiP5g2M4fENEvDT9vEtHv0qDMwG8SUXj4eWT4/w+H3zefwzx4iUZRiReunfQFcKRcQKIvXhevi9fY63mbEhevi9fF6wV8XQiGi9fF6+I19roQDBevi9fFa+x1IRguXhevi9fY60IwXLwuXhevsdeFYLh4XbwuXmOvC8Fw8bp4XbzGXv8vYGFUKJovTdwAAAAASUVORK5CYII=\n", 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88QRHjx4lmUwyPj5OR0cH8XicVCqFzWbD6/XS39+Px+PhyJEjtLW1odPp2LFjB3AvdW5qakKpVKJWq5FlmfLycrLZLMvLy6RSKWKxGNlsluPHj5PJZFhcXOTmzZuoVCo0Gg1Xrlwhl8uJNF+v11NfX8/GxgZtbW1ks1lsNhvt7e1Eo1G2trYwmUwkEglu375NOBxm//79fP3rX6eyspKf+7mfIxqN4vP50Gq1bGxsiCDc0NCAyWQil8tRWVlJMBikrq4Oo9FIPB6np6cHl8vFkSNHcDgceL1eXnnlFXp6erh27RpXrlwRpWRNTQ319fW4XC4ymQwnTpygt7eXbDaLx+MhHo+j1WoxGAyMjY1RVlZGVVUVFouFxsZGVlZWaGlpYW5ujkwmQyaToaamBoPBwOTkJLW1teRyOcLhMPl8ntHRUerr60mlUiJQ79ixA6PRiEKhwGKxYDabCQQC+P1+VlZWGBwcZG5ujoGBAe7evUt1dTWlsvnmzZsUi0UikQgzMzNEo1FCoRCJRIIHH3yQt99+m6qqKkZGRlheXubMmTNUVlZy7tw5jh8/TkNDA2azGbPZjM/n491330Wv19Pf309dXR2XLl2ipaWF1tZWlEol8/PznrNnz/7xR7mOfyQCJ0mSHgF+D1Byz5X3m//E9nJLSwsajYbHH38cl8tFLBZjYWGBjo4OysvLSaVSpFIphoeH0Wq1OJ1OPB4PdXV1PProo/zFX/wFx48f57XXXqOrqwuAhYUFGhsbuX37NrW1tXzqU59ieHiYaDRKKpUSf9BwOMzk5CRHjx6lo6OD0dFRHnroIaanp4nH4zQ2NrK6usrq6iq7d+9GpVKJVF+v1zM2NkYoFKKp6Z6dwGQyEY/HKRQKtLe3I0kSq6urdHR04Pf7mZ6exmazoVAoiEajHDt2jNXVVfL5POl0msnJSb7+9a/zyiuv0N7ezp//+Z8Ti8Wor6+nsbGRUChEOp3G6/XyhS98gYsXL5LJZDAYDKjVatxuN9lsFqPRiNfrpa+vT3AXer2egwcPMj8/L1LNa9eucebMGVwuF/v37+ett97CaDQyNDTE9PQ0Go2GZDJJeXk5m5ub1NXVEYlE6O/vZ3x8nHQ6TVlZGYuLizzwwAPU1tbyxhtviOBhMBiQJInu7m4WFha4ePEizc3N9Pb2smPHDpFBGQwGZFlGlmUcDgfFYpG5uTl2797N2toaZrMZWZYZHx8H4KmnnqKhoYE//dM/FX/Hrq4uqqurcbvdxONxXC4Xhw8fJpVKsbq6SkNDAyqViurqagwGA1evXuXYsWN84xvfoLu7G5/PR2dnJ62trSwtLbG+vo7VaqW/v58XXniB5uZmCoUCFRUVaLVaFhcXaW1tFWWA3W4XJYBOp8Pn82EymYjFYgwMDBAMBpmamiKVStHT08OtW7eQZZne3l48Ho8IKA888ABNTU2Ul5ezvr5OMpkkGo2STqfZ2Nigo6OD/v5+uru7+cu//EtisRgANTU12O12FhYW0Gq1ZDIZVCoVTz75JL/4i7/4kTOGHwXHgCzLb/A/HYH/JCRJEumW2+3G4/FQKBSoq6ujrKyMsbF7HiOr1cquXbvY2NhArVbT19fHhQsX0Ov1NDc3MzU1hd1uF/sZGBjA6/Vy+vRpRkZGGB0dJRQKodVqKRaLzM7OsmfPHqqrq9HpdDz77LO8+uqr7Nu3j4WFBaLRKOFwmEAgQHNzMzt27EClUok7qSzLfOYznyEej+NwODCZTFy7do2enh7C4bConTc2NqivrxcnRCwWY/fu3aysrKDT6RgcHKRYLFIsFpmamqK6uprLly8TCATY2tqipqYGtVrNL/zCL/DGG29QVlaGyWQilUrhdruxWCyMjIxw5swZLBYLt2/fpqmpCYVCIQipF198kQceeIA9e/YwNjaG1WplYmKCBx54AIfDweTkJPF4nMuXLyNJEhaLhdnZWT71qU/xB3/wB0iShMPhIJFIEAgEqKio4K233iIej1NTU0OxWGRwcJCysjKmp6dFGmu1WvH7/aLOlSSJz3zmM2SzWSKRCGazGaPRSENDAysrK9TX16NUKpmZmSGdTguOoKamhomJCWRZprOzk+bmZl588UU++clP0tzczN69e/H7/RiNRmZnZ1Gr1Tz99NOMjo6Sy+XI5XKcOXOGdDrNjRs3MBqNXLp0CafTSSqVIpPJMDk5SXn5vdENL7/8MvX19YI8LpWewWCQRCJBZ2cn0WgUlUrF2NgYJ0+eZHV1lZmZGcxmMy0tLUxMTJDNZqmsrCSdTiPLMiaTCY1GQ3d3Ny6Xi+bmZgwGA06nE5vNhlKpZGJigvr6eqLRKDdu3KCsrIxEIsFTTz3FK6+8wokTJ1hbW2N6eprr16+TyWRobm7GZDJx8eJFjhw5wgMPPMDi4iK1tbVcvHiRv/mbbx+f8Y/jh15KfD/43d/93bOdnZ34fD5WVlZobGykvLxcRFe73Y5Go0GSJHp7e/H5fIJcrKysFHfnra0t+vr6cLlcrK2tYTQaOXPmDOfPn6elpUUw/0NDQ1y4cEEwy08++SQTExNcunRJnDgHDx7k0qVL2O12jh49yvnz53G73dhsNhKJBNlsloqKCv7oj/4Im81GdXU17777LseOHeP999+nsbGR2dlZIpEInZ2dZLNZzpw5w/j4OA8//DBzc3OYTCaqqqqYm5tjaWmJSCSC3W6nu7ubDz74gJMnTzI2NobRaKS5uZk7d+6gVCqpra1lamqKuro6lpaW0Gq1dHV14Xa78fv9OJ1OlpaWiEajKBQKvF4vkiRRU1ODRqNhfHycbDbL/Pw8ZWX3Bivt2bOHZDLJ1tYWjY2NZLNZtFotb775piDgEokEu3fvZmNjg/HxcQYGBjCbzTz11FOoVCpBHm9sbFBXV4fVaiWfz9PV1UUsFmNiYoJ9+/YRi8Vwu92YTCZ6enq4dOkSsiyTSCQE0+/xeHA6naysrOB2uzlw4ACXLl1i//79uFwuampqWFhY4L333qO/v5+1tTVu3ryJTqdDpVIRj8dJJpPYbDa2trbw+XzU1dUxMjKCLMtcv36d8vJyisUiKysr6PV6Ojs7qa2tpVgsIssyS0tLlJWVCRK7UCgwNTXFmTNnePfdd0mlUmxubnLs2DFBAK6trZHJZCgUCqLb4fV6WVlZYW5ujlgshlarpaamhkgkQqFQoLq6muHhYXK5HBMTE3R2duLxeKivr8dutxMMBjl69Cirq6uiE+T3+5FlGaPRyNjYGHa7nXQ6TUNDA0ajkStXruBwOHjnnXewWq1UVVUxPT39kUuJ/yUCw9e+9rWzGo2GRx99lKWlJWw2Gw6Hg8uXL9PV1cXy8jL19fW43W7C4TDhcJiKigqcTifvv/8++/fvJx6Ps3//ft577z3cbjfPPvssjY2NXL9+nVOnTlFRUcHk5CTpdJp8Po/T6WT//v3Mzc1x7tw5QqEQP/ETP8G7777L8ePH8Xq9yLKMzWYTLclPf/rTLCws8N/+23/jxRdfBKClpYVisUggEKC2tpZgMEgymeTSpUvs2rWLjo4OkskkV69e5fLly7S0tJDNZqmtrSWdTrO2tibq7FKZtLKygkKhYGlpiWw2i16vJxQKMTs7S01NDcvLy6KV2NrayvT0NAaDgZWVFXbv3s3Fixf5uZ/7OcbHx2lubkaSJJ577jmuX7+OQqFgY2ODaDRKY2Mj6+vrXL9+nZaWFlwuFxaLhUAgQFNTE2trazQ0NNDZ2UlDQ4Mg9/bt24fBYODYsWOEQiGy2Sxra2tcvnxZZAo7d+5kfHyciooKurq6mJ2dpa2tDbPZTGVlJZFIhHQ6zfr6/3Rum81mgsEgjY2NJJNJBgYGsFqtZDIZ0UEYHh4WJY1Op+NLX/oSy8vLomWsVqvFnbzU4bLZbCwuLopOTm1tLRUVFfT29orgJEkSb7zxBpIk0dDQwMTEBCaTCZ1Oh9FopLGxkcnJSSKRCABOp5Pm5maqqqp45ZVXmJiYoKysDLPZTCKRoLe3F41GQzAYRKFQYDQa8fv9WCwWPB4PRuO9sRHxeJxDhw6h0WhYXFzEbDbT0dGBJEm4XC7W19dpbm7m+vXrTExMYDabGRoaYn19HYfDwcbGBoODg6hUKtxuN6urq/T29mK327l9+zYPPPCAyHJXV1c/XoHhy1/+8lmr1crw8DCJRIIDBw5w8+ZN9Ho9kiSJWu3BBx8kFAqJ9HJjYwOFQkFzczPLy8t4vV7R1zaZTCwtLaFSqTh37hzJZJK2tja6u7u5c+cOiUSClZUVfD4fTz31FLIss7i4SDweZ21tTfSrg8EglZWVFItFwuEw+/btE3dRv99PJBIhHA6Ty+UwGAyCjS7xAbdv32Zzc5Pu7m76+vrweDwkk0lRDmm1WjweD/v27SORSKBUKkXpMj4+zp49ewgGg4TDYcrLy4lEIoL8qqioQKlUsrm5KVqb0WgUSZJwu92UlZVx48YNisUikiRhMBhQKpX09fWRTCbJZrPIsozZbGZjY4Pa2lqRNeh0OtHxmJ+fp6mpSWgeZmdncTgcXLt2jWAwSH9/P1tbW3zuc5+jWCzidDq5fPkyQ0NDQh9S4nTq6+u5dOkSXV1drK+vMzk5SXt7O7Isk8vlsFqtxONxvF4vNptNdBZSqRSRSITV1VXROTl8+DCBQACTycTq6iptbW1EIhEWFhbEBW42mxkZGaFQKHDz5k3sdjstLS00NTXxzjvv0NPTg9vtRqFQ8PTTT1NZWcnS0hJ79+5lZGQEp9NJfX09b731Fp/97Gdpa2tDrVazvLyMyWQSBHRfXx9utxuNRoPNZmNl5V5n0GAwYLfbGRgYYHV1lUKhwLPPPovf78dgMLC2tsbExATxeByr1UogEKBYLFJRUcHMzAyZTIaGhgbUajXpdBq32y20DnV1dcTjcWw2myjXJEnCZDKxuLhIKBRi79693L59m62tLQKBwMcrMDz//PNn6+rqePjhh5mZmaG1tZVUKiVq83A4jFKppLGxkUAgQD6f5/Tp07hcLiFAaW1tJZPJsH//fu7cuSNSNo1Gg91uJxaLUVlZKaJwW1sblZWVdHV1MTw8jF6vx2QyMTs7y4MPPijEJ52dnbjdbmZmZrDb7ZjNZubm5rhw4QI7d+7k+vXrWCwWEokEu3btQqFQsHfvXorFIktLSzQ0NLC5uUk8HmfHjh24XC7S6TRbW1skk0kCgQAWi4VQKMSJEydob2+nrKxMMOQqlYqlpSXq6+v5xCc+wUsvvQSA1+sln89z4cIFBgcHSSQSFAoFysrK8Hg89PT0MDIyQnNzM1arlVwuJ7oV4+PjBAIBVCoVKpWKxsZGLBYLc3NzeL1ewYQ3NTVRVlYmeI+SyMfv94uTtLy8nMnJSXK5HGazmddffx2lUklrayujo6PYbDaam5spFosA3Lp1C0mSWFxcxOl0YrFY0Gg0XLt2jUOHDqHVapEkierqahHkV1dXMZvNJJNJYrEYBw8epKenB4vFwvj4OFtbW5SXlwsNRekzTU5OEg6H2b17NxqNhk9+8pNCS6LVatHr9TidTt5++20R5Ofn5ykUCoRCIU6dOsXAwAAej0f8Hd5++23q6+uJRCJotVqCwSAGg4GBgQHS6TR6vZ5YLMZP//RPi+PAPdFRV1cXtbW13Llzh3w+L8rH5uZm3G43J06cIJvNcuHCBWZnZ/nqV79KeXk5Ho+HyclJ9u3bh9VqxefzUV9fLwjXzc1NfD6f0Lm4XC527txJKpXC5/NRW1tb4ow+XoHht3/7t88aDAaWl5exWCwiQ1AqlVRUVIhoODMzQzKZFCy4xWIhFothMBjo6upifHycjY0N8vk8a2trPPfccyI9+8QnPsE3vvENqqur0Wg0KBQKAoGAuMuEQiEkSUKr1RKJRMjn81itVtxuNw6HA7vdjsPhwOPxoNPpOHHiBLIsc+rUKaG2fO+99+jr6xPin7a2NgwGA0ePHiUUCqFQKEilUuzfv59isUg+n2fPnj3cuXOHEydO8M4772CxWIhGo8iyTHd3N0qlkmQyydLSEuXl5USjURwOB5FIBKfTyU/+5E/yrW99i0ceeQSlUsnt27eprq5GqVTS0dHBww8/TCgUIh6Ps7W1JXQVpZTdYrGg15omSGAAACAASURBVOvZ2tpiaGiIWCxGX18fXV1d1NXVCSKv1EqtqKgAoK+vT1wILS0totXW2NjIrl27WFxc5MCBA6RSKa5fvy6ypRMnThAKhRgYGKC5uRmdTie4g1JAAkTb1+/3c+jQIdbW1giFQvT392MymbDZbGQyGfE963Q6IQQqiYLi8TiVlZWC/7h27Ro7d+4kHA6TTqfx+XzodDpsNht2u51jx46xtbXFzp07KRaLxONxJicnicVihMNhVCoVZ86cwefzYTabCYVCGI1G9uzZw7vvvkt1dbVQRfr9fqLRKMFgEJvNxjvvvEM0GsViseByuYQGotTmVCgUzM/Po9frsVqtdHZ2otfruXnzJjU1NZSVlZFKpZBlmdbWVtGpKGVBFRUVQt9SUVEhjrtv3z6mp6dLZdDHKzA8//zzZ2tqavB6vTz88MOsr6+TTqfZsWMHDQ0NjI+PCyHHpUuX0Ov1mM1mVldXxZdmMBiora1FrVaL1Ovy5cuEQiF8Ph9jY2OcPn2alZUVTp8+zfLyMg6Hg7GxMRwOB0ePHiWVSuH3+wWxWMoycrkcx48f56WXXuL48eNcvXpVtMKampr4u7/7O0wmE93d3ayvrwtxzOjoKH19fWSzWVZXV1laWqKiogKdTsfdu3fR6XTAPZ6ipH4rFou43W62traIxWLo9Xq8Xi9f/OIXGRkZ4ciRI1y6dInBwUE2NjZwuVw4nU7i8TiJRAJJkmhpaSEYDJLL5djc3MTv94vSwO1209nZSWdnJ7FYjLKyMgYHBwkEAlitVtEmNhgMQiNQXV1NQ0ODINTu3LlDNpvF4XDgdDpxuVz09/eL0u327ds8/fTTTE9PMz8/j0qlYufOnczOznLr1i20Wi12u523335b6A9WVlZIJBLU1NSQSqWorq7GaDRSKBTYtWsX7e3tHDhwgGAwiNfrpVAooNfrmZ6eJp/P09TUxJtvvkksFmNwcJB8Ps+1a9cYHBzEZDIxPz/PkSNHcLvdnDx5kvPnz2O32/H7/dy4cQNZltm9ezc+n0+cB5Ik0djYyMbGBg899BDBYJAbN26wurpKJpMR7e27d+8iSRLxeJx0Oi3KjGQyKb738vJyhoaGuHbtGmq1moWFBeAer3L69Gk2NzcFGer3+1Gr1SwtLTE7O0ssFhMip1ImUFFRwZ07d2hra0Oj0dDT08PMzAwmkwmA9vZ2RkdH2dzc5IknnsBsNjM2NvbxCgxf/epXz+7duxe3283ly5dJJBK0tLTg9/vZ2NgQQprKykoeffRRoSFIJpPkcjn8fr/wCYRCIWw2G+FwmJ6eHtLpNO3t7ZhMJtxuN5lMhvHxcYrFIsePH+fmzZusrq6KllY+n8dut9PQ0MDS0hLJZBKHw0GhUBC149NPP83ly5epq6sjGo1SXV1NV1cXlZWVrK+vk0qlhBR6dnZWeDaOHz8uJLGl1NhoNIpedSlTOnz4MNFoFKfTic/nIxaLsbW1xdzcHCsrKzzxxBOoVCru3LlDQ0MD7e3thMNhdDodFy9eFARreXk5yWSScDhMfX296OosLCyQTqfJZrMEAgFyuRx37twRJ+PBgwfZ3NykWCxiNpuJx+Ps2bOHlZUVCoUCTU1N5HI55ubmMBqN1NbWcuPGDdFedTgcfPDBBzidTiorK9m1697gZpvNhtFoRJIklpeXGRgY4LOf/Szz8/OsrKxgMpnweDyUl5dTVVXFysoKlZWVvPbaa0KBGI1GUavV5HI53nzzTSorK2loaODq1as0NTXR1taG2+0WnZxSNheLxYTE+Zvf/CYWi4Unn3yS27dvi8zuxo0bosO1vLzM3r17WVlZwW63s7y8TGNjIxqNRrTWd+/eze///u9z6tQpbty4IT5vS0uLaKErFArKysrQ6/W8+OKLDAwMkMlkiEQitLS0CPmyx+NhYWEBtVpNIBDA6XTi9/spKyvD4XAIDqmjo4PV1VXBOyWTSVpbW4VOxWg0Mjc3x9raGqdPn+bixYvcuHGD+vp6xsfHP16B4Td/8zfPAsRiMXp6eoTXIJvNsrW1xcDAgJDfhsNh/H4/y8vLtLW1YbPZxPMHDx4kEAiQyWTw+/3U1taysrKC2WxGpVJht9vZu3cvPT093Lx5k0QigdVqRalUsm/fPrRaLSaTidOnT4usoKWlRXABlZWVRKNRbt++zc6dO/H5fELqrFKpuHLlCsvLyzQ0NNDT08Pi4iI2m42enh5isRh+v59isUgwGGRubg6n08nm5iZGo5HV1VX27NkjSDiDwSDMX6US55d+6Zcwm82ihWswGHC73dy8eZNAIEA6neahhx4S5quqqiry+Twej4fjx4+zuroqhDJOp1NwN6V0uiT2SSaTrK+vi1LA7XYzOTkpzF1arZZQKERfXx/RaJRMJkM2m6W+vp5cLkcmkxGdDa/XSzqdFkRvV1cXk5OTZDIZQqEQN27cEIapSCTCoUOH6O/v57333hPS6JqaGkHMTkxMcPLkSWGMKh2zZKArFouipTo2NkYymaRYLDI/P4/T6SQYDOL3++no6CCRSKDX61EoFEiSJPiJ5eVlAObn53n00UeJx+OMj48Ti8WIRqP8xE/8BFNTU7z77rt84Qtf4PLlyzz33HOcO3eOubk5KisruXr1qpDml9SRzc3N+P1+enp6iEQirK+vo1AoGB4e5vHHH0ev19PU1CTEbPl8ngceeIDGxkZcLhft7e14PB7a29sZGRnh1KlTHDx4kPX1dQKBANPT02SzWdGyzGQyQmI+NzeHz+f7eAWGX//1Xz/7mc98BoPBgM/n45lnnhF3jlLULslPS2KR0l1rY2ODnp4eDAYDs7OzhEIhoQ0vCWRKDr61tTVMJhPRaFSwx+l0mv379/Pqq6/icrlQKpVCSjszMyOY9tLJWmLyA4EAjz76KDdv3iQYDDI+Ps6OHTswGAxkMhlOnTpFPp8XpUk0GuXu3bvCqVjSxa+treFwOPD7/eLkzmQyxGIx5ufncblcwmk6NjaG1+vFZDIxOTnJ5OQkQ0NDIkMqKysTZVcmkyEYDLK1tSVq6ra2NjY3N+ns7GRqaopDhw5hNBpZXFwUYqRcLofdbhdkm8lkolgs8uijj3LlyhWeffZZbty4IdLk5eVlwTvU1NSg1+uJx+M88cQTot1cLBZRKpXcvXsXq9WKXq9ncnKSnp4eoRI1m838/M//PP/1v/5XMpnM3zOeORwO4vE4RqMRq9WKJEnMz8+TTqcZGBhgZWUFjUZDZWUlRqNRlDolktDj8VBdXc3y8jLpdJqKigr27t2Lx+Oht7dXdKKMRiOpVEoYsDo7OwVf4/P5BP9ltVoBOHPmDNXV1Xg8Hnw+HxqNBqfTidVqFYKuO3fuMD4+zrFjx3j11VfZvXs3//2//3fa2tqoqqqiuroas9ks+DO73c6pU6dYXV1lY2NDlDZra2tUVVXhdrtRqVT4fD4OHjzIa6+9RjqdxuPxcPDgQRQKBel0WnAkWq2WhoYGmpubGR0d/XgFht/6rd86WxIxeb1e1tfXhfmltbVVSIWNRiMTExMcOnRIsLvr6+uCeVWr1ZSXl+P1ehkaGmJrawutVsuNGzc4c+YMXq9XSIZ37drF/Pw8Go1GOBOz2Szl5eXs2rVLOAFLTH0ikSCfz9PX18fGxgZVVVXcuHFDKB6rq6uZmZmhoqKC+vp6JicnBUFUKBRoaWnhzp079Pf3A1BVVUVnZyeZTIbGxkYOHDjA4uIidrtd+EBSqRQ///M/z507d8R3oVAoqK2tJRQKifRYqVRitVqJRCIiyHR3dzM/P09rayt6vZ7r16+j0WhYXV0lnU6TTqeZnp7m5s2bnD59mvfff59kMkl9fT3z8/Nks1lh4ipxHs3NzWg0GioqKtja2sJqtaLT6YSYqMTdZLNZZmdnRTfG5/MxNDTE/v37KS8v59KlS9TU1CDLMvl8Ho1Gw4EDB3jnnXeQJIm5uTmhZThw4IAgiU0mE01NTciyTCaTEVqOhYUFqqur2djYwOv1Cn9Gyf69Y8cOkU0dP36ctbU1XC4Xs7OzLC4uMj4+LtSIS0tLpFIpzpw5g9vtJpFIMDU1JToppceJRILx8XEWFhZoamoSgqPh4WFUKhXRaFScw/39/cIuf+XKFSHySqfTouUYDocFX3HhwgUOHTrEgQMHBAFaVVXFwsKCsF2fOnVKKIIzmQxOp5OLFy9y9OhRBgYGmJqa4sCBA7z88stsbm6WrpOPV2D4yle+clatVpNMJvF6vXz6059mcnKSRCKBy+VifHycuro6NBoNm5ubWCwWbt68yQMPPIBOpyOfz9PT0yPS/J/6qZ/i+vXr1NbW4nK50Gg0ooXmdrv55Cc/yfXr12lubmZoaIhbt24Rj8cxGAycPn2aCxcuiMdGo5GpqSkeeugh9Ho9c3Nzwmg0NDTE0tKSIOyeeuopotEoKysrvP/++3R0dGAwGJifnxcXttfr5ZlnnuFb3/oWwWAQpVLJ1NQUGo0GtVqNRqNhZmZGnKhTU1PE43Gqq6uZnJzk9u3bBINBfD4fPT09TE5Osra2RmNjI/39/aTTaXbv3s36+jpVVVVEIhEikQiVlZUcPnxY6BlKNWyJ6ygUClRWVgrl3pkzZ4RzMp/P09zcTCQSwWazceXKFWw2m5h7UCq3ZmdnSSQSFItFTp48ycbGBk1NTcJC7/V6mZubo7e3V7DrX/jCF7h06RKTk5NYrVbhfymlxa2trSwvL9PU1CREP6V5A1arldbWVoLBIFarlbm5OZ599lnu3r3Lvn37RBelpIS8evUqGo1GuGLNZjOLi4scPnxYBMzu7m6efvppXnjhBZaXlykUCrjdbuG3MBgMHDlyBL/fTzAYpKOjQ+gyAoEAg4ODgifIZDJCoj4/Py/0KiVXsFqtprKyktraWtxut5ip0dnZyfT0NKlUisXFRVHqlFSPHo9HWMtLnI1erxcKyhdffJGdO3dy6dIlent7MRgMPPbYY1y4cOHjFRi+9rWvnd29ezcej4e+vj7eeustjh07Rj6fp76+HovFIurWjo4OUqkUO3fu5Ny5c8Js88Ybbwgv+927d2lrayMWiwmp9NLSEplMhvLyct555x0OHDjA+vo6w8PDNDc3o1QqMZlMXL9+XQzCKA0rqa6uZn5+nomJCfbv3y9EO729vYyNjdHW1kYul8Pn84k25ODgIKurq8RiMdFKCgQCfPnLX+bVV1/l6NGjeDwekQqXl5fz0ksvUVVVRTabZXp6GqfTycTEhCix9Ho9bW1tVFRU4PV6OXr0KO3t7ezbt4/bt29jNBp5+eWXCQQCuN1uqquraW5u5t/+23/L22+/zdzcHNXV1djtdnQ6HUNDQ3R1dWGz2bhw4QK1tbVUV1dTVlbGa6+9htVqxW63UywWiUajQidhMpno7OwEIBQKYbFYRIvu8OHD1NbW8s1vfpPPf/7zzM7O0t7eTiKRIBQKsXPnTjEMJxQK8frrr4vBN5lMhpMnTzIzMyMkz48//jiHDx9maWmJQCDA5uYmNTU1WCwWhoeHaW1tZX5+nmAwyJkzZ6ioqCASiRAIBFhdXcVms3Hp0iUcDofgnErqz2w2i91uJx6PE41GefDBB6mrq+O3fuu3sFqt7Nmzh0gkgkKhYGtri7q6OiRJIpVKYTabcTqdLCws8MUvfpG/+Zu/YceOHayurjI8PCwG25TKFafTiVarFXNBFhcX+fznP8/q6ipbW1viXGtoaMBmswnV4uDgINPT07S2tqLVaunv7ycYDOJ2u2lvb+fw4cOMjIxgNpvZ2tqis7NTtGebmprY2trC6XQyOjqK2+3+eAWGr371q2dbW1s5duwYdrud2tpahoeHqaurE3W2LMuivRcKhYhGo8RiMaqqqoS+vmSPLhmYSoKQfD7P/Pw8e/fuJZvN0tHRIereEnHmdDqRZVnIjf1+P88995y4MxiNRvr6+rh69SrT09M0NDTg9XpFp6PUNy7p4OPxOMFgEJPJRG9vr5gkNDw8LPrRlZWVXL9+nWw2y+c+9zmSySTd3d0Eg0Hi8Th6vZ4PPviAXbt2UVVVxfXr1wkEArhcLp555hnOnz+PLMtC+FP6bBsbG3R3d+N0OnnppZe4fPkyZWVllJeX4/P5UCgUaDQaAoEAt2/fpqKigrq6OlEOORwONjc3GRoaYmRkhPb2dk6cOMHGxgaBQAC1Ws2BAwfY3Nxkenqa2tpa4fi7e/cuwWCQHTt24Ha7xcCRUktZo9EIj8vCwgKnTp0SzlSNRiPIupLHwe12s7a2xvDwMJIkCdWrUqmkrq6OyclJduzYIfiV/v5+5ubmWF9fZ/fu3czPz2Oz2UQZ2NraKpyPTz/9NFNTUxw5ckS4KUvdptraWkZGRrBarYTDYTGzIRgMYrfbSSQSggdTKBQ88sgj3Lx5k3w+L6aEJRIJMS2qoaFBmMgikQitra288cYb2O12xsbGOHLkiDDYnTt3js7OTlZWVtjYuPfPwD48Dapkrd7a2uL8+fNCFl1qiZeMYCsrK3ziE59Ap9MhyzJ37979+AWG6upqxsfHuXbtGtPT08LaXBrzVTI8lYamBINBDh48SDqdFqRjfX09zc3NBINBurq6hIvObDZTV1fHiRMnxMSn8vJyZmdnWVhYQKfTYTKZcLlcYpJRd3c3Fy7c+2fIqVQKnU4nMoPdu3ej0+mEjDmZTAqjUFVVlVAtlpeX09/fz+joKHa7ncbGRpG2TkxM0NraiiRJ7Nixg4sXL6JUKgXbvnv3boaHh+np6aG5uRm4N3vB5/PR0NAgDDVLS0tCqVcaf1e6m4XDYWFAW1tbo6KigkKhwObmJmNjY8LyXBIFtbS0cPDgQc6fP89jjz0mavmlpSXBseh0OtEOjUQiopefSCQEkZpIJMR8g1QqRW9vL1tbW7S1tXHx4kWsVitra2t4vV7RQUomkyLIORwOYU2XJEm4UEuipN7eXpE1uVwuHnzwQTEf4+WXX0atVrN3715Onjwp+BKNRkMoFBJjAycnJ9nY2BAZRzgcprGxkcrKSi5duiTcmFtbW2xubvLYY4+h0WjQarVCiFRTU8OOHTvY2toSNviamhrhj9Dr9cI9m8/nuX37NtPT0zgcDtEBm56exu12o1QqMRqNorWo1+uxWCw0NTVhs9koLy//e85gr9crLPWlbLq8vFxY4nt7e1lZWcHpdPJnf/ZnOBwOZmZmPl6B4Xd+53fO5vN5vF4vu3fvpq6uTgg5SnMNS20Xv99PdXU1PT09vPXWW4TDYT796U8zPz9PS0sLkUiEn/7pn+bWrVtCwFPyM4yOjqLT6YjFYjgcDk6cOCF88UtLS2JoRqnWrq+vF22f7u5ubt68KdRlpTZeaXDM3NwciUSCrq4upqamiEQi4m7T1dUlRFbDw8Mkk0lqamqYn58XJ8W+ffuEbXhra4tUKkUikWD//v0cO3aM1157TZi/9u7dSygUEneuZDLJsWPHWFtbIxwOC2n22toaer0en8/Hww8/zMjICPPz8xw/fpza2loMBoP4eeSRR/jbv/1b0Tl4/fXXSafTYn/V1dWsr6+LUmlmZgar1crdu3cZHx8nmUxSVVWF0WgUfMrMzAwGg4H19XU8Hg+Li4ti3kWhUKC3txeVSkVfXx/hcJhYLEYsFqOmpga/349erxflQymo79+/n5mZGSFAampqYn19ndXVVY4ePcqePXtEB8hkMrGxsSFK0aamJnGc9vZ2nE4narWaWCxGLpfD5XIRCASor68XmpjJyUl0Op2whM/NzfHUU08xOTmJLMtUVFQI6fr09DQbGxvodDrBedXU1LC4uIjX6+Xxxx8XMztK3pxiscjevXtxOBwsLS1x6tQpMdMyn8+LWY9Xr14VYqna2lpRfpWXl4v5JFNTUygUClZWVojFYpw5cwaPx8PKygqyLLOxsfHxCgy/9mu/djYUCvHss89it9sxGo3CLKVQKEgkEuRyub83mPXy5cvU1taSyWTY3Nykvb1dfDHvv/8+vb29LC8vC616U1MTR44c4c6dO0QiEYLBIG+88QYVFRWMjIyImYsl41apU1CyWpeyGIPBwPDwMGazWfAVS0tLKBQKurq6hL9flmU8Hg+dnZ1cvXqVcDgsVG0ltrzkjgRIJBJMTk7+vWGwVVVVjI6O8vrrr9Pd3c3GxgZDQ0MMDw9js9lYWFjgxIkTgmhsb2+ntbWVhYUFPB6PUD3W1NRgNBoZGBigoqICn88nNBTT09OMjo4CMD09LZyQ7e3tnD17ls3NTebm5nC5XJjNZsrKyojH44IM3L17N+3t7SwtLQmytDQHYn19na6uLjFA98iRI2i1WuGrKC8vx2w2c/78eZqbmzGbzWxuborscGlpia2tLWGJ3rlzJ8PDw3R0dOB0OsW0LZPJxNraGgsLC5w7dw6NRsPs7Cyrq/dmEn/lK18RfoMSQZhMJgmFQrS0tLC2tiaMaKU0v0Q+r6yscOzYMerr67l69Sr79u3j3LlzgjdqbGxkdHSU69evYzAYmJqaoq2tjVu3bol5EyXF5eLiIh988IEwPpWywXQ6zd27d4X2RaFQcOPGDeGpKQ3BbW1tpba2lmvXruFwOKiurqa+vl7wFHq9nqeffhqPx4PH42FpaYlgMEhLS0tJh/LxCgxf+9rXzp46dYpUKsXs7CypVIpsNsvi4qKY/ru4uChq976+Pnp6elheXhamo5LL0GQyodfrsdvtKJVKMVhDqVQyPDyMwWCgtbWVQ4cOCXdmMpnkS1/6EsPDw8KcVPLpl+ZQulwu8vm8cCceOXKEW7duiaGkpZq4q6sLr9fL6uqquBtWVFSwvLyM2WwWBFsgEGDXrl3C7hwOh1Gr1SLDaWhoIBAIYLPZmJ+f58SJEzgcDkZHR5Flmba2NlpbW8U8hWg0itlspqamhkwmQzwe5+TJk/z/1L17UOPnefZ/CSSBAIFOIIQQZwTiJHFeTgu7sN6T92THcRw7qZM08aST1//k0E6bxpt04rr5ddp526bTScadvG4yrd31Ydf2nm2W43IQZwRC6MRJICEhJCEJJCT9/oifu/bvfWeSvtOZX61/8GrWQit9v89zP/d9XZ9rc3MT0WgUH374IRKJBJX0FosF4XAYV65coWOPUCiEQqFAU1MTTSfsdjvsdjueeuoprK+vEzdBLBZDLpcTS/HJJ58EABQVFUGv18NsNtPxioFKx8bGcOrUKVIrRiIRAq+y3kppaSnZ42dmZqBSqaDRaEgcxrQBe3t7WF1dRUNDA6xWK06ePInU1FQUFBTQQiSRSCCTybC9vU2THFapMREYw/oxWzQjdDmdTsRiMWqUikQiaDQavPPOO2hubkZVVRXRxHd3d4nEzbwcDoeDrs07d+6QI/bw8BAymYwazgsLC4QddLlcSEtLo2tBKpUiPz8fLpcLfr+f/C4ymQyLi4vkUHW5XNDpdCgoKIDFYoHb7cb29jaJpgwGA6u0Pl8Lw49+9KPr+fn5cLvdKCgowL179wh35XQ6UVtbC7FYjOnpaRQVFZG3IBwO0+x9dHQUiUQCCoUCqampuH37NkpKShCNRgn4weVyUVhYiL29PSL0bG9vo6mpCSsrKxCJRPQaJ0+eRE5ODmnUmcLs4sWLWFxc/Ax+/NNgjg8//JBm7KxMXVlZQV1dHXp7ewGA1IzM1MTOmm1tbeByudQR1+v1iMVi0Gq1WF5exsbGBs6cOYO5uTk6687NzSEajaKyshKrq6sAgKSkJMzPz2NhYQEKhQJtbW3g8XgoKCggchPTYNy4cYPs3MxxubGxgXg8joGBAQBAdnY2eDweMjIyYDQaybxmMpkQDoeRk5OD27dvw2azYXFxkbiOYrEYe3t7UCgU4HA4ZHEeHR3FgwcPoFKpkJ+fT4u8yWTC+vo6CgsLodPp0NraCrlcjo2NDZw/fx4PHz6ETqfDmTNnsLa2hqKiIiJtsebuwMAANBoNfV9lZWUYGRmhBXF7exscDoc0MxsbG2hqasL+/j4J0MrKynB8fIxgMIjq6mrs7u5iZGSEfAl2ux08Ho/GzZcvX6bXvXHjBpRKJY6Pj3F0dASlUomWlhY0NDTg7t274HA4kMlkNLFi2EChUIjh4WHU1dVBKBQiLy+PsHB2ux05OTlgwGSv10umKr/fD5lMRqK4YDAIm82G+vp6GumXlZWBy+Viamrq87UwvPrqq9evXbsGi8WCwcFBaDQacp+1tLTQqEqj0VCDhoE+dDodwuEwVCoVzGYziZJKS0uxu7uLcDhMHvi1tTViCYRCIRQWFiIzMxOBQAAejwcbGxvIzc2F1Wolccvc3BzNotmojiknu7u78atf/YrKRT6fj9zcXJhMJgKxZGdnIz09nfQYh4eHtEMZDAYkJSVBLpcjJycHMzMzn0GiC4VCJBIJbGxsoLKyEkVFRaSbHxsbA4fDwZNPPgmz2UxoOKb1T05OpiYpq8LW1tZQWlqKg4MDnDp1Cg0NDVhfXydYqNfrBfDbXT8YDKKxsRHDw8N01udyuVTCHx4eQiwWo6WlBSMjIxCJRHj22WcxPj5OTAOVSkXV0NraGqRSKS2qbJxqs9kIxsI+VwasFQqFyMrKgtPpxNTUFDo6OhCLxeB0OmEwGIiNoFAo6Mi5urpK5GmmUGRmtqKiIjp6MDt/TU0NNQuTkpJgtVrR1dWF/f194nxevXqV/BMtLS3Iy8vD+++/j+LiYmRlZSEcDmNiYgIejwcXL17E2toaLeBsIc7IyMClS5dgMpkor6SnpwfLy8tISkpCIpGASqVCb28vbty4AbFYDJFIROBa5tz0er3EBwkEAhAIBLBardjd3SUj3Pnz56nhvbOzA5/Px0hYn6+F4Uc/+tH1WCxGCKqkpCRUVFTAZrMR3ozBR/f397G0tIT6+nrs7e1ha2sLBwcHMJlM0Gg09GUJhUIolUryzOfl5cFqtZKirry8nCTSgUCALk6GbWea/3PnzuHmzZt427hPbQAAIABJREFU6aWXYDAYKLuBhYOwsenx8TExJNrb2yEQCGA0GikI5+DgAEKhkMAzU1NTUKlU5BlITk7GtWvXiHEwNDSEjIwMCnxhcJfFxUWsrq5Cp9ORKCkjIwNbW1uEcWfycOaI3NnZIXs0cwtmZWVheHiYJh42mw0ZGRmElysoKMDCwgK0Wi31cpj8mU0bdnZ2qNQOBAKYnZ3F888/D4vFAovFQgKk4+NjkjZ/EnyCjo4O2g0BkPiMBbIwcG1FRQWUSiUAYGhoCEVFRZidnUVaWhoBTnJycpBIJFBZWUmNQGY8Y8Qpg8EAr9eLhoYG3Lt3j0anzBHKrpOOjg5qZDPaMhOYsWNdeno69vb20NfXh6GhIfh8PsrQsFqtuHDhAu7fvw+1Wg2/34/s7GwMDg7i8PAQmZmZ2NzcJPJWc3Mz/X/FxcVYWVmhoxMjdKekpGBhYQEGgwHZ2dnIzs7GwsICma2kUin8fj9qa2spMoBVXgw05Ha7sbW19XsvDP8t0q5TU1MhFouRnp6O3NxcWCwWAmmmpqbS7m4ymaDX6/HCCy9gYWEBLS0txOK7cOECFAoFJiYmkJWVBZFIRGDZ4uJiLC8vkxuTx+MRIEQikeDkyZO4cOECTCYTqqqqoNPpIJVKIRAIMDExgYqKCvz85z8n09DIyAgePHiAoaEhQpgfHBzgiSeeoDMk2114PB41mFh4zOHhIWkoGNF6aWkJv/jFL1BZWYkXXniBdvaGhgYAgFarBY/HQ11dHYqLi8lmzsQ0h4eHGBgYQGpqKubn5/Hyyy9jcXGR3KZsfBgMBpGSkoL+/n4IhUIkJydjYGCAdPUsj8Ln8yErKwsbGxuwWq2IRCK4du0aLR75+fkoKSlBPB6H3W6HWq0mOhZLpGLThaqqKpw9exYymQznzp1DMBjEzs4OcRPKy8vxi1/8Al1dXUhPT6edMhqN4s6dO0hKSqIx5fvvv4/k5GTs7+/D5/NBp9MhEolgf38fU1NTmJychNlsBgA4HA5sb29jZ2cHjY2NyMvLQ0ZGBvkf2AQI+O2UoKOjAysrKzg8PITf78fAwAD29vYgkUiwvb1NKtCbN29CKBRCr9fTQsmMWgUFBbh9+zbt8Ha7HSMjI6irqyOvRkFBAYqLi5GXl0eCKbVaTRWA3+9HZWUlLBYLVZp+vx+dnZ1EeGpqasKVK1dgNBpx//59UvkqlUpKXJucnERubi42Njbwwgsv/Kfuyf8WFcOrr756PT09nbT158+fB5fLRTAYRGFhIdbW1uDxeGjn1+v10Ol0qK2thcvlIttuPB7Hiy++CJ/PR6Iet9sNq9UKj8cDnU4Hk8lEnf9IJEJNrNXVVVy5cgVmsxl+vx95eXnIzMyk3aiwsBCPHz+G3W5HWloauRjZ6OjRo0fY29ujklOlUiEajWJ5eZlw4myslJubi6ysLAJ5RqNRXL16FSkpKfjFL36BR48eoby8nM6qLpeLqhImf2VQEq/XS6SmU6dOESfhjTfeAJfLRXZ2NmpqarC6uoqNjQ0cHBxgcXERWq32M2f0EydOIJFIUBza1tYW9Ho9EY+Li4upAVxQUEA5Gvv7+zTa9Xq9lJh19uxZLC8vY3d3l9gBR0dHxMJ0OBwkUmKOQqlUivT0dAgEAqoSiouL4XK5aMrzaW3Bc889R07VYDBINvW6ujqkp6fjT//0T8lnMjIyQjFwDPaTnJyM7u5uZGRk0OejVCqp3Gc8S6FQCJfLRSljtbW1iMVipBRlNm+JRILCwkIC7QQCARQXF6Ourg7Hx8f0PTG/g9FohMlkwtzcHBQKBYqKirCxsUENxRMnTiAejxNsxWg0oq6uDktLS8jIyIBAIMDY2BiefPJJ7OzsICUlBXw+HyaTCSdOnACHw8He3h5UKhUmJydht9s/X0eJn/zkJ9eZNZQp8JhleW5ujmTPV69exejoKLa2ttDc3Ix//ud/phATv9+PkpISDA4OEqtBIpFAq9VCp9Nha2uLSldGhWY7T3FxMfb29sgNef78ebjdbnIEMvusSCSirnosFoPBYCCl3xe+8AU4nU5sbm5Sh31vbw9CoRBFRUWQSCRE/WFGoczMTMTjcXzjG9/Axx9/DIvFgqeeegpmsxnZ2dlk8CkpKcHq6ioqKysJZ8/IPqxhxmLXNjc3sbu7i4KCAggEAuTl5WF/fx+1tbXIyMigMeXu7i4xKn76059icnISc3NzsNlsxHmUy+XgcrlYWlpCZWUlPB4PBAIB5HI55HI5RkZGwOfz6ejE0q6+973v4Ze//CWqq6uh0Wjg9/sxMzODsrIytLS0QCAQkCKS9VWYSYuRjLa2tsDlciGXy3H79m0IBAIUFRWRUYkRvXg8HlwuFyWRdXV10Wfi9/spbIaBXc1mMwFNnnjiCVgsFgiFQkrFYgi6w8NDzM3NkUS8oqICDocDJpMJLpcL9fX1hPSz2Ww05vX7/cjJycHe3h6KiopQVlZGiDkulwsOhwMul4tHjx4RpLi6uprCitjUjZnN+Hw+qWrX19cp61KpVMJutxOesLy8nJLF2FGmubkZbrcbMpkMYrEYMzMzn6+F4S//8i+vR6NRvPrqq1hfX6ddeWNjA5FIBM3NzTg4OIDP58OFCxcwOzuLrKwsojKXlZVRdmBXVxeGhobQ1dWFR48ekYiIYdEY23F1dRVtbW1ITU0l+GtOTg6MRiONTRkhmO3yrJLY3NyE1WqF1+vFyy+/DJFIhKWlJWoEMeR3LBaDXC7HF77wBXA4HPT399NYs7i4GBwOB3Nzc5Qv4HK5MDMzA6lUSizLkydPYn5+HsBvg2wGBwdJdel0Ook6XfRJEAqrclgHWyqVIhqNIhgMIikpCTdv3iRDlEQiQXl5OR49eoT8/Hy6aZmOpL29HcFgED09PXj99dcJQLO+vo579+5BIpFgeXkZ+/v7MBqNyM3NRU5ODu7duweFQkE7KYPG7OzsoLCwEENDQwD+o3z/8MMP0dHRgbt378LtduOP/uiPsLi4SAuDVCpFTk4O0YyKi4uRSCRQVFSEg4MDPPPMMyQ0GhgYQHb2b3Nbx8fHweVy0djYCLfbDYfDgba2NuTk5EAqlWJmZgYWiwV8Ph+pqanY2tpCeXk5VldXkZ6ejpqaGpSXl8NsNmN0dJSyPJjCUK/XIxwOo7CwkJSfFy5cwL/+678iNzcXoVAIQ0NDZJ5jiWRMd5OUlASRSEQqy42NDXR3d2NjYwMikQh1dXXUqGSKRgZ6YeE5Xq+XjiiPHz9GY2MjPv74YwQCAWxvb1Pv6xO36+drYfjpT396vaKigqSmOzs7KC0tpa6+x+Mh16Fer4dAIIBMJoNer0dxcTHGxsZIyLSyskI5l5cuXUIgEIBWq6XzJmtIsaqEUW/8fj8aGhpoBWauu9zcXMzOziIej1MWIfPQM9lrKBTC2NgYjo+P0dXVBYvFApvNBrlcTsBWk8mE6upqpKSkoLW1FZubm1hZWcGTTz4JsVgMr9eLYDAItVqNkydPwmAwQCaTkfehvb0do6OjkMvlpNTk8/koLi4Gl8uFRCKBVCqlXYwRlYPBIB4+fIjKykoIhUIcHh6it7cXiUQCu7u7+OijjwisytKb2HTFbDbj3LlzGBoaopn8H/7hH5L8PBAIoLCwEI2NjbRjsZRohp1ntGoW+uNyueiiZnFsjOt57tw5CAQC/PrXv0ZaWhpqa2sxMDCA+vp6CpBlykX2/Xd3d+Mf//EfsbGxQTJj1tcxm83keYhEIigvL4fT6cTq6irUajWJg5gzUSwWw+/3Iz8/n6Cr6+vrRLtmGxOjabGoucHBQWRnZ+P8+fMYGxvD4eEhXn75ZUxMTJA2RK1WQyaTQavVwmg0Ut7k8fEx3cRJSUmYmZmh8efi4iJsNhvsn8QnMBWjz+dDdXU1Hfnq6+spqJgpcmtqapCTk0P0qMzMzM8fDPaVV165zsrEqakpwoklEgnk5uYiLS0Nt2/fxje/+U0qhTMzMymA9vvf/z6h39fW1sDj8SjpZ2xsDIlEAnV1dTg6OkJeXh6BK5jyzWQykfpMKpVicHAQp0+fJnGMy+WiRpJMJsPc3BzS09MpA5Mh2FkASTwex+HhISVMLSwsoLOzE5ubmzCbzVheXgYA6p+wCPmGhgaKIdva2qL3zPQarJxm1mZmi/b7/VT6v/XWW2TJZfN9hn5jluvx8XE0NDTg+PgYX/rSl/Dw4UMSz2i1WoRCIbS3t0Mul+Ptt9+mPFCtVou3334by8vLcDqdKCgooP6Hz+eDRqNBOByGXq9HSkoKZmdnKbeCx+Ph3LlzqKysJMgOIzqlpqYiFothcnKSDFIsdXx3dxdKpRIulwsnT55EVlYW4vE4jo6OoNfrkZeXh7q6OhK5cblcuN1uPPvss5icnIRMJkM0GsWFCxcwODiIrKwsIn+ZTCbIZDJiLTIi18zMDEQiERobG8kVmp6eDp/PB5PJBKlUiszMTKSlpSE9PR3Ab6cqw8PDJIwaHBykKo4xItgGJxKJEAgECOCysLCAcDiMg4MDuN1u2O12QsmnpqaiuroaOzs7iEQiqK6uRk5ODoUqsaQyJuhilO9oNIrR0VG0trbinXfeAZ/P/09NJf5bLAw/+9nPrjPDiUwmg9vtJn03y2Nsbm6mmDn2XGZmJkpKSjA7Owun0wmv14ve3l44HA40NTXBarWitbWVRpWzs7M09x4fH0d7ezvS0tKwubmJcDiML37xi1haWkJ+fj7xJjMyMlBTU4PBwUEEg0FcvnwZkUgELS0tdK5k70etVpOQJi0tjRKNnn76abz++uvQ6XQoKiqiG2hzcxN9fX2Ix+OUXcluhIqKCvD5fBIvDQwMUON0YWEBdXV18Hg8sNlsRL5WqVQwGo0oLS0lF6Df70dfXx9EIhHF/bGFLDs7G9PT0+QjYFJchUIBk8lEWQ2sf2GxWLC8vIxvfOMbsNlsKC8vR15eHmKxGGKxGIxGI5RKJYxGIzQaDRQKBSorKynu3efz4d133yU47Ve+8hX85je/QSwWQ0FBAba3t9HS0kLTKWZ8e++999Dd3Y0333yTfA6rq6sE2k1PT8fi4iLy8vJgMBiwvb1NrtWUlBScOnUKDx48IF2IWCzGe++9h5KSkv9Ny2AymaicZzkRwG+boIynePbsWVqI33//fWps5+Xlwe/34/Tp0+BwOAAAgUBA0uQ//uM/Rjwep5Ckb3zjG/i7v/s7FBUVYX9/H9/61rfoGLm5uUlivv39fQCASqWiKcPly5dp4W9oaEAgEMDGxgbR1UUiEU3H2FHpcxc4c/369evM685m3Wx0ZrfbaWwXDAYRCAQgFAopmYl1mVmjixlr5ubm0NHRgfX1dSwtLVHmxPe+9z0YjUaaa7PdjYXP2u12zMzMQCKRIBKJUG+DQWKYMGd4eBgsiPeDDz4gDzw7OzJNRnZ2Nux2O+3wAoEALpcLjx8/RltbG95//33a1WQyGVpaWrC/v08p2wzqUVZWho2NDeTn51OwKROFMQeqx+Oh3bSyshIOhwNlZWWYnZ1FbW0taSdqamqQlZVFXWt2I964cYMmPQqFAr29vVhcXATw21yEcDhMFmev10tIO1amM5Rca2srQU24XC5cLhfpR0pLS+H1eqFSqTA0NASJRAIOh4Pd3V309fVhamoKIpGI4vTu3LlDtOxvf/vbuHnzJnk9GFV6b2+PpOhdXV0QCAT41re+haWlJZID83g85Obmwu124+DgAGVlZVAqlcjOziavgVwuR1tbGwF8mc3fYDBQijWfz6dGIjPlXbp0iYhaBwcHKCkpwdDQEKRSKf17iouLMTIygrt376KpqQnvvPMO8RmYxd5ut9NRhyWQMTdwVVUVxGIx7HY7AXnm5ubQ3t6OtbU14mP29fVRH2Z8fBw5OTm0mH7ubNevvfba9WeeeQYpKSlkQtnZ2cHS0hI6OjoojIRl//H5fDQ2NqKurg79/f1obGykD8pgMODMmTPY39/H6OgoGhsbEY1Gyab66NEjFBcXE3OxurqaeH4ulwsOhwPf+c53PoNaYypEtnoXFhaSfoJZmd1uN5xOJ+x2O46OjnB8fIwbN26gqKgI//7v/07svfn5eajVaurKp6Wl4ezZs3TxsONPQUEBzGYzgsEg7HY7/H4/zp49i0gkAqfTiezsbJq5czgcXLt2DZOTkxQEzBppLNQ2HA6TgzQQCGBrawtLS0uoq6uDyWRCKBRCUVERZDIZYrEY/H4/fvWrX6G+vh6rq6vIzs4muzLrybDdiqHa2e9mlRbzbfD5fIRCIeh0Ojx48AA6nQ7BYJB8MAy7l5KSQipLoVCIra0trK2t4etf/zp2d3cxPT0NjUZDjcSuri78y7/8C42DGxoaYDQa4XA4MDIyQn0Pl8sFAPB6vdDpdBgaGkJBQQH8fj+WlpaoP8NUrqFQCElJSRQp9/TTT5OYLj09nZqpcrkcJSUlVLGwoF6LxYIrV67A4/GgurqaMHPseMxCkdPS0uDxeCCXy8Hn81FSUoK5uTm0tbVBIBAQN7K4uBg2mw0HBweYnZ2FVCqFzWaj12I0KKZGTSQS0Ov1AEAV7ydRCp+vheGHP/zhdSY2GR8fR0pKCgmH7HY7OQpra2sxNzeHvb09dHZ2EgZsdXUV4XAYDQ0NkMlkuHnzJmUDPn78mAI5hEIhuFwuNei2traoqVNdXY2NjQ1wOBwsLy+TvZUBY2OxGI6Pj/GDH/wAw8PDlA7l9XrJeh2JRNDe3g6r1Yrt7W0C0vb29iIzMxPz8/OQSqW4fPky8vPzEY/HyTlnNptht9sJ4OLz+XD27FkKPV1ZWcHi4iLq6+shlUrJqWm1WnHq1Cl4PB5IJBLazRicxuFwEAZeIpFQyO0zzzwDLpeLBw8eoLe3F7u7uxCJRJidnSXgqlqtpl3txIkTFLRy8uRJrK6u4uWXX8bIyAikUim+9rWvkaCsvLycPBcsZ4OpJyORCI6Pj+HxeHB0dIRoNEpZk4eHh8RIDIVClBzFgmgZhk4ikUAikSAjIwNXrlxBamoqLl68iJs3b6K7uxs+n48waFqtlkRsMzMz5M5Uq9UU4ccEYMFgECUlJSgvL4fL5UJVVRVSUlJQUFAAp9NJ75kBeFk4zvLyMvh8PgoKCiCTySjEiGEK33vvPfI45ObmoqmpiXI6W1tbMTExgczMTCJuHR0dYXR0FBaLhSz7h4eHKC4uRjQaRVNTE46OjpCTkwOFQoG+vj5ioN68eZMWHAYmHh0dhUKh+E/1GDhs1f7/85Genp5ob2+HSCQCh8PBxMQETp48CS6Xi48++ghutxttbW2k9Y/H40S22d3dJbBFPB5HbW0tPv74Y1IGshRiBmhlgTEejwebm5v05TNHXE9PDwWaFhYWwu12w2g00oydWapZdcMaTCwOb3V1FTKZDDk5ORR0yxKisrKyKBmJlf1s3u31elFeXo6BgQGUlJRAoVCQMWd7e5vEXuzvsYAa5vkHQCXnwMAAVQJZWVlQKpXY398nsVQ8HkdnZycmJiaIuiQUCiGXy5Gfn49Hjx7h/PnztLszLUVubi4ODg5IY5CcnIytrS0899xzWFpawvj4OFUMAPBXf/VX0Ov1MBgMuHbtGmZmZvDWW2/hu9/9LoaHh5GdnU2p1y6Xi3Bo4XAY3d3dFNzKPj+dTkfeCsbi5PP5BMJlpjZ2o7tcLhQWFmJychLV1dWIRCLkI9nZ2SFAD5PGswrBaDSivr4eTU1NMBgMqK2tJQmyVColnQrbDCwWCx0X2YKlVqvhdDopU4QJoeLxOEUZGAwGtLS0YG5ujnifycnJSEpKglQqhdvtBofDQVZWFnJycrC9vQ2Hw0F4+MXFRWpM7u7u4uDgABUVFXRMZJVXIBDAw4cPAWAqkUg0/T735H+LiuHP//zPr0ejUdTX12N2dpYyFs1mM+rq6pBIJGA0GtHY2Ejw1NzcXMo5rKiowM7ODvn119bWcHh4iO7ubvB4PCiVSjidThIguVwuinDj8XgUSsKi69hY6fHjx9jd3SUOw8LCAnJyckhkUl1dTWUcC75ZX1/Hq6++iomJCXJXbm5uEkadRbOHw2GUl5eT9oCNHm02G6qqqqjctNlsqK2thdVqhU6nI/w6w88VFRWhuroa4XAYycnJsNlsJMASCoXERrhz5w4EAgH4fD4ikQjBRT0eDyWCh8NhWCwWqFQq2O12KJVKyOVy8Hg8HB0dEWNhd3cXly9fJu8AS5h64okn6DjQ3d2NX//610hNTQWPx8NvfvMbkiIzjUcwGKQ80OrqaszMzKC1tZWwc3w+H1KpFFtbW3T0qK6uxsHBAYFcwuEwkb+rqqpo/KfRaCjz0mQyoaenh1LFWehtKBTC+fPnIRQK4fF4cHx8DIlEQri2Dz74gM7obIKwublJNGpWFSoUCrS0tBAf8uTJk1AqlZBIJDCZTBCLxTR9Ojg4QE1NDVZWVtDT04NwOIxwOAyTyYSSkhLC9kciERQUFEChUNB1k5GRQb4Hu92Or371q7h58yays7Oxu7uLiooKtLS0wGq14tq1a/B6vRRXV1RUBJvN9vk6Svz4xz++rtVqsbW1Rb72xcVFFH2S+CyRSNDW1gaj0YiFhQXs7e3RTcIacJOTk5ienoZAIIBIJEJvby/m5+exv7+P2dlZPPPMM9SobGhoQE1NDeRyOeG62DiO7ejb29vg8Xjkyfd6vaipqSFYDABsbm7CYDCQa8/tdqO9vR3z8/NwOBxITU3F0dERwUCY5oDH40EsFmN8fBxHR0cwGAxEjma5Bh6PB4WFhZDL5SS99vv98Pv9ZNVOJBJITk5GIBDA3t4e4fJZQhXLuRwcHIRWq6Wz+s7ODrRaLaanp1FfX08JTQKBgFyKzNU5MzND4pyysjJUVFRgY2MDSUlJGB4exunTp0m1x2TgjDeQk5ODubk51NXVwe12o7GxESaTiXbplpYWGtOxBigjJkkkElgsFvT29lL+xubmJgBQiC1zjkokElRVVSEQCKCqqgqVlZXEXzSbzTh79izeffdd6HQ6PHz4EIeHhzg4OMDx8TGcTieqqqo+Y4arra3Fzs4OuVXZOHZnZwdisRhSqZQEYG63mxCBtbW1AIBoNIrHjx8jEAhArVZjdHQUVVVVCIVCqKurQ2ZmJh2f5ubmyOHKuJJ8Ph9qtRrRaJTMc8FgkKjWjPL90Ucf4cSJE/D7/eQaHR4eJl3EpyvGTyjVn7+FQafTIT09HR9//DHW1tbwwgsvUNm+u7uLwsJCOJ1OAEB3dzdJbHd3dzE2NobW1la0tLRgdHQUMpmMmmgsJXt2dpY+rKamJmLtMRJSWloaZmZmKOcwOzubOI8WiwWhUAgGgwG5ubkYGxsDAEgkEpSWlhJViikGWdMpGAyCy+WSkMbj8SA1NRUmkwlGoxHJycmk0rNarWhsbER1dTXcbjf8fj8WFxfh8/mQSCQoVm58fJws2xkZGVhZWSH9AUtqYmRhdoZOTU2l/AmJRILp6Wns7+8T3ZmxJMfGxpCRkQG73U7syOrqavJQMBDt8fExampqYDAYMDg4SJUTY0OyBG/GNlxdXUV3dzdGRkagVCoJS8dKcEZGZiGvmZmZWFtbA4fDgVKpxM7ODhYXF2ni4HQ64XK5cPnyZZre8Hg8BINBDAwM0I3E4XCQl5dHi0A4HIZWq4VCoUBZWRlxMlnkodPpRHl5OelaTp48iYODA0SjUdIKtLW1obOzEw8fPsT9+/eh0Wgo1pBlevT391OGKI/Hox6YUCjE9PQ0eDweEZYA4Nvf/jbcbjcpZYVCIekRmErW5XLRRiMSiaj56fF4KOeVjW7NZjP4fD6paa1WK1sE/+vclRwO5585HI6Lw+Esfuo5CYfDecDhcFY/+Sn+5HkOh8P5Ow6HY+ZwOPMcDqfh93kTzGno9XrR09ODrKwsuN1uLC4uIjc3F319fVhbWyPCDgCUlZVha2sLFosF165dw/b2NkZGRgh88eabb1LqNQsMFYlE+PKXv0w2ba/Xi8HBQZw/fx55eXlkW93Y2EBeXh58Ph/GxsZQXl6OrKwsnDlzBklJSWhtbUVhYSHEYjGmpqbI/8+60h0dHUhNTcXU1BRd1Ht7e8jMzIRcLodCoSAlIUuR1mg0MJlMsFgs2N3dJSsts3lXVVVBrVaT3bqkpAQSiYQcg+Pj49je3saLL74Io9GIjo4OHB8f48UXX0RFRQVZwpnYi1UlDCmXkZGBiooK/NM//RNaW1vB4XCgUqk+k6m5urqK/Px8CIVCjIyMQC6Xo7i4mI49lZWVEIlEdBNsbW2hqakJNTU1BHdlpbNAIEAoFEJmZiaCwSCsVivt2BaLBV1dXbh06RIcDgcFu5jNZkxPT2NoaAibm5t49913IZPJ8NJLL6GrqwtisRharRYlJSUoKysjHiKPx8Pzzz9PMBu2E7e0tCAYDOLg4ACRSASXLl0irYpSqcTm5iaUSiVRt1jK1U9+8hPU19dDq9USk5EZsZaWlvC1r30NkUgEfD4fZWVlOHPmDADQFIrRntmIl2k7jo6O4HQ6SVrOwMJM5Mew+T6fDwqFAvv7+xAKhdBqtZQpKhaLCTLEKq/29nZ6D7/v43c2HzkczkkABwDeSCQSNZ889zMAe4lE4jUOh/MnAMSJROKPORzOBQD/A8AFAK0A/mcikWj9XW9CJpMlWlpa4PF4EAgESChTX19PF09/fz/JVpnOn3XspVIpQqEQlpaWsL+/j6OjI5oOpKenY2JiAiqVCux3lJeX48MPP0RGRgbS0tKQkZGBhYUFnDlzhvwHNpsNTqcTGo0G0WgUMzMzaG9vR2ZmJoXBpqSk0MXCqhS/30+cgoqKCsKT+f1+SCQSciJOTk4CAKqqqojzp1Ao6KjAlI5LS0vIyspCZmYmBAIB3G43zp07h/n5eYqoc7lcxHWIxWLo7OykvofdbkdZWRlu3LhBgTiMicluXIvFArVajeTkZMzMzID5A+emAAAgAElEQVTD4dCYd2lpiQxIPp8PSqWS9CMikQglJSWYnJykmLyKigrs7++TanB1dZX+baOjo8jJyYHD4SBX5fDwMCKRCJ3J/X4/JXkzUxhD/avVakxPT6O1tRWxWAxcLhebm5soKyujHE+JRIKPPvqIvBDPPvssBgcHIZFIkJaWhhdffBF6vR5isRizs7OYmJhAMBhEV1cXkbsZYFcqlcLhcFAY8P7+Pk1EioqKEAgEKIo+EAigrKyMoD7s80xJSUFmZiYsFgspb9mx1Gw2k2z87t27eOKJJ+B2u2mCxcKYAWB6ehpXr16lhmZhYSEMBgPlcTgcDly+fBl37txBb28vgsEgxeZNT08zJMHv3Xz8nRVDIpEYBLD3/3n6CoD/9cl//y8AVz/1/BuJ3z7GAIg4HI7id/0Or9dL3dja2lq88soriMfj9OEvLi5CIBCgr68PdXV1yM/Pp5tpe3sb6enppHJkOQ4sRUoikeD06dPIz89HOBxGVlYWbt68SbJYhnBvbW3F0dERpS9zuVyo1WoYDAbYbDY8+eSTeP/99ylw1m63Uy4i4/gvLy/DbrfT4jY7O0tNQpFIRLZyhonPzs6GXC6H3++nqQdLepZKpWhoaEBTUxOysrLA5/PB4XBIyhuJRAjhtrm5STbtmpoaPHr0CLdu3cLY2BhycnIwNjZGkWbhcBjnzp3D/v4+tFot3nrrLfB4PAK+smAco9GIqakpNDY20r8vGo3C5XIR8SkYDOLdd9/F1atXP3PsYDvowsICYrEYFhYWEAqFqNnLGIXHx8eEPmPjvGg0ing8TgnUzP0qEonI3MQcjqwBOTw8DJFIhI6ODiwsLOD06dNwOp34yle+Qje4RqNBUlIS/v7v/x6PHj3CwMAA2tvbUVtbi0uXLsFisSA5ORnb29tka19eXkZfXx95UdbW1hAMBqHX63H37l309/dTMhYD3jidTrS3t6Orq4sau8zyzSYpLGmKNTIlEgl0Oh1lf6alpeHo6AgqlQpKpRI6nQ4ZGRmYmJhAJBJBf38/BgcHodfrkZWVhdraWrS2tmJlZYX8QaxhK5PJoFAoaHL1+z7+b0Et8kQisQ0An/zM+eR5JYCNT/29zU+e+98eHA7nWxwOR8/hcPQASMuv1+vx+uuvY2dnB0NDQ8TIa2howODgIMRiMQ4ODtDV1YXs7GwolcrPdJ/LysowPDxMeO3m5maiG8XjcWxvb1NYzPHxMWw2GzWTQqEQPv74Y9TW1sJoNBI63efz4c0338TVq1eRn59PCVg8Hg8+nw+NjY3E3Nvb24NSqaTGVX9/P/Lz8ymFmJlqJBIJsQt1Oh329/fpxrNarZienoZer4darUZfXx/Zvs+ePUuGMg6HQ+CWmzdvEsD1pZdeQlpaGnw+H/b29miUe/r0aSwvL5Pa0mg0oqenB+3t7eQhCAQC6Ovro37A0NAQ4vE4RkdH8eKLL5Jsure3FyKRCO3t7bBYLMjKysLBwQGMRiNWVlZoCpGWloZr165hYGAA29vblGg+MDBAsBYmY47FYtBoNBgbG8PExARmZmbIP8LlclFaWorU1FQolUqSeR8fH9MM//3336fjiFQqxdjYGOlMmGX5ySefhFarJdk0s0WXlJSgpaUFkUgEnZ2duHDhAlpaWhCLxdDX14f09HR0dHRQFfvyyy/D6/Xi8uXLyMvLw9zcHOrr6+F2u7G0tIR79+7h2rVr0Gg0EIvFsFqtSEtLIygx42hyOBwsLCxgf38f9+7dQ0pKCiKRCGpqanD37l28++67ePjwIdrb2wnAcvXqVdTV1aGjowNJSUnw+XwUPjQyMkLZpDqdjkJuWMP89338VxOcOP+H5/6PZ5VEIvGLRCLRlEgkmuLxOCYnJykHkWUsSqVSEu7weDwIBAJ8+OGH9OEFAgEsLy9TShGjK3V3d1MKEBMFtbe3AwCBZVNSUihPkaHE6+rqKIylsbGRqL5sKtLX1we73Y6SkhLweDwq1SYmJiAWi/Hcc8+hsrISXC4Xly9fxtraGq5duwaVSoXZ2Vnk5eWhoaEBcrkcR0dHkMvlEIlEZB92Op1ITU1FIpFAX18fhEIh5ufnsbi4iJ2dHSwvL8Nms2FmZga5ubm4du0aNenEYjF2d3ext7eHd955B93d3cjNzUV5eTnlaszOzkKlUuHFF1+k97m1tQWPxwMul4t79+5BIBCgsLAQvb296OvrwwsvvIB4PI5z584RIaq8vBzvv/8+XC4XmpubiXOpVCqxtbWFEydOoLa2ltyWNpsNXV1dFO7rdrsRDAYJBnt0dIT8/Hw0NzdjfX0dSUlJBFqVy+Wora2F0+lERUUFotEoMTekUimKiopgt9spGZpdK83NzcjMzCTtCMPRDw8P4/79+zh37hwyMzNx69YtaDQauFwunDlzBhcvXsTo6Cjm5uaws7OD4eFhUsQuLS3BYrEgEong9u3beP755+FwOOBwOBAOh3Hv3j0EAgFqkg4PDxN9monMWEPS6XRCLpdDr9fDbreT/JqFKYfDYfzJn/wJ8vPzweVyaWzJQnba2tpoEhaNRiGXyz8znnQ4HBgeHkY0GiXvzH/m8X+7MDjZEeGTn65Pnt8EoPrU38sH4PhdL5aWloarV6/CZDLBbrfDbDbj4sWLmJ+fJ+CI1WqlGTqDhbKm5dNPP00egp6eHgp5Ycw9r9eLqakpxGIx0v6npaWhvLycbtK8vDyKuGPTjOnpaQSDQTgcDqysrOCXv/wlysrKoFarKRmb0ar7+/vpwszLy8PExAROnTqFaDRKDUa9Xg+n04mHDx9ieXkZg4ODZP/Oy8sj1WNLSwuV8+wLZ8Rqm82Gc+fOwWw244033oDJZIJAIMDR0RE1qJiFl3lNGLmInV/feustuFwuLC0tkQ5Ar9dDpVJhamqKutsff/wxbt++TVi4jY0Nog61tLRQrNvNmzeRn5+PqakpOjuz0WlBQQFh8bu7u5Geng6NRoOnnnoKRqMRzzzzDLRaLXw+H0pLS2EymSCRSEivwXoUIpEIjx8/RlpaGtra2hAOh+Hz+fDBBx+gt7eXkPQnTpyAUqnE/Pw8xeQxUK9SqYTH40F3dzfeffddKJVKaso1NzdjYGAA9+/fp5AYg8FAJjCWXM5MVyxrcnx8HMfHx6irq8Ozzz4LLpdLYBgWOSeRSAjdf3R0BC6XS6FBQqEQPT09VPklJSXBYrEAAN544w0a3X/00UfEIvV4PHjllVewtbVFSDg+n4+qqiqapHR3d+PkyZMIhUJEtfrPPH4v5SOHwykC8MGnmo//DwDPp5qPkkQi8QMOh3MRwHfwH83Hv0skEi2/6/UFAkFCp9MhGo0iGo1CJBIRrILNpufn5+F2uwkC29vbC6FQiPHxceoxaLVaAmm8/vrraG9vR3p6Oo2r9vb2KMaey+VS8AxLN8rMzER+fj558D+dG8hk0kqlkuLSJycn0dnZCT6fTxmazFiUlZVFEfEymQzDw8NITk5GZWUlxGIx5ufn4XK5cOrUKej1eoo6YxxKZhiLRCLY2dlBR0cHFAoFeDwevF4vjEYjmpubkZWVBYfDQUGpZrMZVVVVcDqdMBqNyM/Ph0qlotTrw8NDgoAwJ+j6+jr29/fhcDhQXFxM/ANGMGbkoeLiYuj1evD5fPD5fBwfHyM3N5fCWli+KCMtc7lcGhXr9XpotVrk5ubC4/FgeXkZ58+fx9raGhYXF9HU1ASPxwM+nw+r1Yr6+noEg0GEw2GcOHECi4uLGB8fpySuo6MjzM/PQywWE/jk6OgIWq2WKp+dnR3U1NRgYGAATz31FBnSjo6OyDr98OFDGvuVlpbScYs1Hb1eL0pKSgjuw46XKysrVNprtVr09/eTeEwmk6GkpISOcNPT07SIFhYW4tatW+jr68P6+jouXryImZkZxGIxUl0yYxlT7LLoREbyFolE5KZl6EDW6C4pKUEikcAzzzyDyclJakKmpaXh7bff/q9rPnI4nH8F8BhABYfD2eRwON8A8BqAMxwOZxXAmU/+DAC3AVgBmAH8EsAf/T5vIiMjgy7+srIybG5uIisri6jP7JjR1tYGnU6Hqqoq9Pf3IxwO48yZM8jJyYFSqUQwGKQIOKaoy87ORigUovKWmXVOnTqFlJQUYuOxEjQej0OhUMBoNGJ4eBgzMzOYnp4m4xRLAjo4OEBnZyd5HDweD7EQWltbidfn9/spubqzsxPPPvsskpOTkZWVhebmZupRJCUlITs7m3IsXC4X/uAP/oB6BoWFhfD5fIjFYjhz5gyUSiXGxsZImLS3t4e5uTk8++yz2NjYQHJyMs6dO0dZDt3d3cjKyiK9/cTEBIxGIxYXF7G0tIT19XX09PTg8PAQQ0NDMBgMn4HnxmIxTE1NkWOSCZuampogFAohFApRWlqK7OxsVFRUQCaToaamBrdu3UJHRwfa29uRmpqK5ORkZGZm0s6anp4ODoeDg4MDiMVi7OzsoKWlhYxmNpsNN27cwO7uLsrLy3H27FncunULiUSC+k9s8drZ2cH9+/exvb1N1xIAPP/88xgZGcHOzg4lXT9+/Bg+nw9nzpxBQUEBtFotlpaWcOfOHTx8+JAq07y8PIjFYvz6179GUlISiouLEY/HKeqehdtoNBrk5OSgs7OTog7ZUZU9CgoKiP7t9Xqh0Wjw6NEjJBIJrK6uEhqeUann5+eRkpKCg4MDPPnkkzhz5gwqKiqoejw8PIRSqQTLZCktLUUwGATLgWVszfX1dWg0mt/nVvyP+/6/i1eit7cX6+vrSE9Px+TkJEXaX7hwAW+++SaN3+LxOJ3bamtrcf/+fTz99NMIBAIYGBhAc3MzMjIyYLVaIRaLoVAoYLPZSDnIMhpWV1dRUFBA3fpEIoHp6WmIxWIqr91uN06cOIG0tDSKyWNyXC6XC4fDQTQmRkNmwThpaWkwm83QarUUyBoMBikP8969eyRfzc3NJQiMWq2G0WhETU0NBeywMRjjSzKDGDMgJScnIycnBzU1NXjvvfcozq+5uZmQYEtLS5TEzW64/f19PPXUUyTKYvqJaDSKmpoamEwm5OTkwGw2k4hmdnYWZ8+exe3bt/Hzn/8cr7zyCikp2Wxdo9FgdnYWVVVVuH//Prq6uvD2228jNTUVOTk5JBEuKyuDzWajsGC2kHq9XmJBMLEPQ8SVlZXBarWSqIwFCrF8h+XlZSgUCgpkYbxGq9UKn88Hg8FAlmvGmOjp6YFer0dHRwf0ej0xIOVyOdLS0tDU1IQPP/yQAnfZ0WF3dxcDAwOQy+UAQMcoJojq6upCf38/NjY2cOnSJdy5cwcZGRkoLCwk8xlDwDHFKBv59vf3o7m5GWazGSdPnsTQ0BDa2trwwQcfQKPR0OhUrVajqqoKf/EXf4HLly9jZWWFjoxM1WuxWFBUVIQPPvjg8+WV+OEPf3idYbfi8TikUinS0tLQ0tKCn//856ioqMD4+DiuXLmCpKQk8Hg8WCwWuFwu8hNUVVWhuroas7OzFOJis9mwvb2N+vp6grGwUpUZTR4/fgyn04m9vT1UV1dT4Oz29jaqqqqoR8Dj8UhiG4/HKfq9oaEBq6urlG60uLiI4uJiwrgxvv/h4SEBVJOTkwlDxiqGWCxGyd0sfenq1avU5bdarYhGowgEAhSww0aY7e3tmJycRElJCYXZsKPI0dERPvzwQ3R1dUEoFBJLkR1rNjY2MDExgY6ODlp8CgoKsLS0hOPjYxweHhJP02634+LFi/B4PARWkUqlOHnyJO7evYtYLIbS0lKyM4dCIdI5+P1+fO1rX8Nbb72FaDSKiooKeDweuN1ukv2qVCokEglyRLpcLmoUb25uQqvV4vj4mDBulZWVCAaD8Hg8NG5kPSPmxeBwOARtYaW+RqPB3t4eZVGOjY2Bz+cTPm5xcRH5+flQq9UYGhrCxMQEWltbkZmZST0GxrisqKjAgwcPUFRUhEgkQurTU6dOYW5uDltbW8jMzMSDBw/Q1NREG0ZJSQlZ/VlA71e/+lUMDQ1hcXERnZ2dhAMIhULE7PR4PPjSl76EUCiER48eQSAQQKVSobq6Gu+++y7h6RobGzE4OIgzZ85AKpVCpVJhdHT08yWJ/tnPfnY9FouhqKiIegLZ2dmYm5tDZ2cnmZuYUiwYDCI1NRXPPPMM1tbW4Pf7ScnY09ODg4MDEtWEQiFsbGygq6sLJpMJ0WiUmnSRSASHh4dQKBR46aWXMDMzQzr7jo4OrK2tkZ27pqaGgkcPDw/JH5GcnEwxYY2NjWRUYl3+5557juLdTSYTOjo6UF5eDoVCgYqKCgwMDEAgEIDD4aC2thZlZWWYnp6GVCpFfX09dnZ2SL7c0NBAYhmDwYCqqio8ePAALS0t2N7eBp/Px8rKCmpqaiiXguU0DA4OkvlpbGwMlZWVmJ2dRX19Pb3+0tISSkpKcP78ecLWsch7ptisqanB3/7t39LuuLu7i7m5OeTn50Oj0cBisWB6ehpf/OIXsb29DfsnITWlpaXIyMgAn8+HVqslOTDLHGXWZgaEYYTng4MD+P1+CIVCyv1gWSGhUAjf+c53MDw8jJSUFFy4cAGbm5vw+/1Qq9XY2dlBU1MTnE4nCgsLEQqFkJubS3wEtVqNoqIirKys4Ac/+AGsViskEgmKi4sRCASQSCQQj8eRnZ0NiUQCr9dLG0JGRgY1WVtbW8l56nK5UFlZCYPBQJVFMBhEVlYWzp8/D6fTCavViuzsbGRmZiIjI4MIUB9//DFKSkqQlJSElZUViMViSj5TKBSEjbt16xZ9F16vF0tLS7h16xbZvlnVxGTePp8P5eXl6O/v/3wtDD/5yU+uP/fcc0hJSUFJSQnu3LlD6LbU1FRcvnwZIyMjtGMaDAZEIhGEQiHi/vN4PCQlJZEPgDXz2O7B5/MRCASQl5dH0NloNIq6ujo4HA768BnsFQBcLhfcbjelUCcnJxObYWVlBdXV1fD5fOByuSRkWltbw3PPPUemJjYq4/F4BPTY2trCtWvXYDabsbm5CYVCQTkEBoMBX/nKV3B8fIx79+7h29/+Nt577z2cO3cOKysriMfjkMvlJJ8uKCig1C1WZrIEZoZ7Z5OM5ORkVFRU0Dm7rKwMd+7cgVgspth29h5zc3Oh0Wjw9ttvk5XXaDTCbrcjJSUFZrMZOp2Opg8spZzRrsbHx6FWqzE8PIzKykp88MEHlAB2fHxMSPz09HTa9T89lmYjYMaFjMfjWF9fp7QmBs0ZGhqCUChEbW0tXn/9dWg0Gni9XgwPD1P4T1paGiwWC9bX1xEIBLC7u4uenh5SdTKhFSNg5+fnIxQKYWtri5qCBwcHUKvV2NraIu9Ca2srnn32Wdy5cweFhYUkQhIIBNRHMpvNZK66e/cuJXp1dnZiaWkJm5ubNJEqLCwkwxszdrFrsLq6GuPj45BKpWTPFovFJK5SqVTIzMyEWq0GAJJOazQaJBIJ2H+bDfr54jFwudxEQ0MDsfNPnz6N3/zmN1CpVGhoaMC//du/4YknnsDCwgJSU1Nht9tRX19PqdAMwc0i7d566y2CiqjVanA4HOzv7yMtLQ0AkJubS6NLgUCA+vp6hMNhDA0NEZ+BKfuYDmJ5eRnd3d2wWCyEn2PsAeadf+qppzA2NgaxWAyDwYCamhrcvHkToVAI3/3udykYhXEiMzIyoFKpPjOPjkQiWF9fp+gyFm13dHSE7e1tdHd3w2Qyob6+ngC4jBOxv7+Pp59+Gh999BF2d3dx6dIl3Lt3D52dncRQYMHBbrebmlipqamwWq1wu90oLCyk3Za5LEtLSzE9PY2srCxUVVVRRNvS0hL1BnQ6Hba3t+F0OtHU1IRHjx4hFotBrVajtLSUbuJIJEKAES6Xi4ODAxweHiI9PR0XLlzAj3/8YxohSqVSDA8PY3d3F3V1ddjb24Pb7SZ0WWdnJwmXWPJ2W1sbbDYbTXQODw8p56G0tJSOA+yYxxSB09PTyMjIgMViQWlpKRQKBfVlmHI1IyODWAvMyv3Xf/3X+Ju/+RuYzWbasJKTk5Geng6Hw4GcnByKjGOshuXlZapgotEosrOzEQ6HSTSnVqtxdHSEoaEhuN1ukmkLBALigyYlJSEvLw+VlZWw2Wzw+/1YW1tDXV0dotEoOBwO8Sc6OjowPz+PGzdufL56DK+99tr1mpoabG5uQiaTYXx8HP/wD/+AgYEBxGIxnD9/HisrK3A6ncjIyMD3v/99cka63W643W7Mzc3hxIkT6O/vRywWQ05ODurr6zE/P087tsfjQU1NDbRaLfR6PZ3FGXbry1/+MhGVJicnUVVVhdTUVNL+j46OwufzUaUSCAQI0Lm/v4+3334bDocDLS0t0Ov1qK+vR3V1NWVkzM7OorS0FLW1tVhfX6fUo8XFRRwdHaGlpYX4liyTs6GhAaFQiFKWzGYz1Go1LBYLVlZW4HA4EIlEEA6HodPpCAiyubmJrq4uFBQU4NGjR0hKSqKGG9PXM/MUi9irrKzE0dER9TmCwSAtIiy8xmAwUAOUSbm5XC7m5+dJyhwIBIiDwefzAQD3799HZ2cn9vb20NDQQH2daDSKw8ND7O7uku+gtrYWk5OTlB+akpKCpqYmlJeX0xGOEZIzMzMxOTmJnp4eEj6xPhLTlHA4HCQlJcHlclE6WGZmJoRCIX2mLOGLpaE/8cQThNDjcDhEj5LJZFAqlZBKpfjVr36F2tpazM7OYn19HRsbG0gkElCr1bDZbFAqlQiHw1AqldSTUalUKCkpgUgkQnp6OiKRCOrq6qiPsLy8jNXVVfLSsBQwhrMzm80oLCwEh8MBh8OhMB6n0wm3242enh7k5uaSotNutxPAZm5u7vN1lHjttdeuy+VyOkMdHx/j1q1b5BvQ6/WYmZnB17/+dfB4PKysrGBlZYXEKuvr66isrEQoFEIsFqMvb2JiAk1NTZTpB/yWocByL9mYlKHoR0ZGaCTFko6ZZp8RmtPT06HT6chMpNFoMDo6ipMnT2JjY4OIR2yUxjwVEokEvb29WFhYwOTkJIRCIaqrq0n8k5qaisXFRaSnp8PpdGJ2dhaFhYVYWVlBMBgk05LD4YBGo0Fvby9UKhVNOhQKBWZnZ2k8xoAoc3Nz+OY3v4nDw0NMTU2hqKiIjlGnT58mSjQjOzHilMPhQFVVFUwmEw4ODsi+zfI72OszQA2fz4dGo4H9k5BatnioVCro9Xr6XNlrisViolS3trZie3sbHo8HTzzxBMbGxqDT6Qgc29fXh8XFRerpsB4RU4oyRyzzoTD3IZ/Px+zsLF544QXMzMzg6tWrpCBNSkqC0WhEIBCg/snq6ipBW6xWK65cuULeifz8fELyM4R8bW0tvF4vpFIphEIhZDIZVV5sPDs9PQ2RSITJyUlcu3YNIyMj2NjYILpUSkoKVZ18Ph8NDQ3g8/mIx+PIz8+Hw+GAz+cj9WhHRwesViuNhDs7O3Hv3r3PpGkXFRVhe3sbBoOBskpycnLw+PHjz9fC8Gd/9mfXWYc5FApBpVLh0qVL5FvIy8uj5F7m12c3hMPhoGogJSUFwWAQQqEQMzMz6OnpId8EM0sdHR1Bo9HQORoAkpKSSNgkk8kIF1dWVobx8XFsbW1BJBJBrVZ/5vd6PB4Cnu7v74PP5+P+/fsoKipCbm4uJBIJxsfH8fzzz2NqagoFBQXY2dmhdCGm7GMhrsfHx2hvb6dAXUYkstlsqKiowPHxMcRiMUZGRjA/P4+NjQ2IxWIaPwqFQspTZJVBWVkZ/H4/PB4P2tvbsbi4iKSkJMRiMbhcLgr1YTcsSx232Wzw+XwIBAI4f/48LVzMEszyE9lM//+l7s2D4j7vdN+nobuh6QW6oXdooNn3fZEAbQghyZItLylvlTiJMzOplDPnZCYz51RSkyieOOOqW3OncioV57qccRZP7IxX2bItGS0ISewIaJYGuoGGphcaeqOb3ujl/mG932vfZZJTNXXriH+sQlhCTf/e97s8z+dhlCzGHGA/oy+2DMvLyxRIw1K/A4EA9vb28OSTT1ISF6NELy4ugsPhwGq1IplMoqWlBZOTk5QsVlFRgeXlZbS3txMCn22UEokE1tfXKTl6aWkJq6urcLvdaGlpAYfDQWdnJ1WNTPgFAD09PXA6nZiZmQGXy0Vubi42NjZoMCoUCilfUqlUYm1tDZOTk8ThMBqNsNlsGBsbQ39/P5G8jUYjGhoaIBQKsbGxQdqP2dlZRCIRVFRU4Nq1awgEAiQPb21txe7uLlKpFMnaWWp6eXk5xsfH0d/fj/Lycuzs7GBwcBBcLheNjY00uMzOzoZMJnvwthIvv/zyxfPnz2N8fBzV1dVQq9WwWq0EFb19+zZhyL/xjW9gb28PAKBUKkklxgAh8Xgc09PTKCsrg9PphEqlooNjY2MDjz/+OKVHFRYWQqFQYGVlhUq77u5uLC0t0cN66tQpzMzMUJq23W7H2NgYCgsLEQ6HoVAosLOzg+LiYvT09NAtx4JNT58+jdHRUbpZV1dXaZXJ3khXrlxBUVERnE4nysvLMTQ0BODzNygzjE1MTCASiaCmpga1tbW0UWA+iGAwiIaGBuTm5uLu3bsoKSmhcJZAIICmpia88847FJTi8XiQnZ0NsViMo0eP4uOPPwYA1NfXkzWcQXkbGxspNZtlKXq9XgQCAXR0dNCUPjc3Fw6Hg0plBtetra0lAlFDQwPm5uYgk8mwsLBA67jZ2VkEg0FoNBokk0lsbW0Rg5J9Hyzc2GQyoaGhgTYvbGvBYuIZSp8Z13Q6HeRyOdbX19HQ0IDp6WlEo1EYjUa0traSPZpFyTMcOzu8p6enkZGRQYPrvLw8+P1+8mfk5+ejqamJ2pj09HS0trbC7/djeXkZIpEIJSUllF9aWlqKSCSCtbU13Lx5E6dPn0ZmZiZmZ2dJzs6I40yGrtfraTbj8/lgMBiwubkJu92OjIwMHBwc4I033kBvby88HlgzqNsAACAASURBVA9VJWVlZcjLy8MHH3wAn8/3YB0MP/rRjy5WV1cTHUgmk9EO12AwEA+QJU8x/sH8/Dz4fD7MZjPy8/MxNjZGoNCqqiqkp6ejra2NNhaFhYVYWlqifMpUKoWhoSGCoWxvb8NqtRKtaGZmBhKJhAQ2JpMJkUgEVVVVWFhYQEVFBQYHB+kNceLECUxOTpK1+PDhw7BarWRmcblcqKiowOrqKlKpFHJycugBzc7OxtjYGK1ZGxoa8Mc//hFVVVW4efMmtUoGgwEGgwHd3d24fPky5HI5UqkUDh8+jEgkApPJBKlUStkPLMJ9dHSUxZTR9oB5CdgWyOv14saNG+Dz+TTMEwgEWFhYIJ7kjRs30NbWRnF4zFPB5XKRlpYGq9WKUCiE3t5exGIx6udZZXT79m20trYiEomgoKCAjFVs5sKQfcvLywAAPp8Pl8tFhx+Ll6+uriYhD1uZCoVC8kRkZ2fTNiUrKwufffYZzpw5g62tLQQCAeTn5xPU12w2kwZjbm4ONpuNBrbM3cqoSMz81NvbSxur3NxcxGIxzMzMID8/n4DFzEYdDAaJ7uXz+TA0NER6j5KSEly/fp02O4WFhaROLSoqIszboUOHcHBwgNXVVRQWFlIyVmdnJ2w2GzgcDqqrqwmKW1BQAA6HQ3meWq32wWM+vvjiixcjkQi8Xi9ZUePxOA1+eDwedDodRkZGKGOxv78fPp+PBkQZGRkE7GAnKJ/Ph1AohNFoRFdXF4aGhoi9FwwGkZubC6fTiZaWFjidTmxvb6OlpYUSiNrb2+F0OvFXf/VX8Pv9WFtbw+bmJoFgGYAzkUjQQ8voPPF4HLFYDFarFQqFAn19fRRkG4/HcXBwgMnJSaSnp1Opmp+fT5qIlZUVRKNRCIVCNDc3Y2VlBY2NjUhLS8OZM2dw+fJl9PT0AAAUCgVh1dgK1WAwkKLyxIkT4HK5GBoaQlpaGlQqFakxmRO1pKQE29vbeP755+FyueByudDe3k6+jb29Pfh8Pvzwhz/EvXv3oFAovvQz9Pv9SE9PR1dXF/h8PmQyGcxmM5qamlBSUoKMjAx4PB5K52KTfrvdjvX1dRw+fBhGo5HavczMTDidTvD5fCQSCbDhtFwuJzbDp59+CrPZDIVCgd7eXty8eRNisRg6nY62ORsbG5idnUVxcTGxJnk8HqlZy8vLEY/HiWXJPBKNjY2Ynp6G1+uF2WzGxsYGRCIRnnrqKUxOTiKZTOLOnTs4dOgQxGIxRkZG8NRTT8FisaClpQVjY2OkQdnZ2aGHmA1brVYrOVmTySQqKythMBjQ09OD8fFxiEQiUp2mUilcv34d586dw+3btyGVSonNyezUm5ub0Gg0sFqtBMJl25xIJIJYLPbgHQw/+clPLjJYCkOlq9VqjI6OEiR0e3ubvAlHjhyh3p8FfjBnoMPhQHZ2NiYmJhCNRklTnkqlwOPxiEL9gx/8AO+//z7tj/f29mhHzlRvrKz75JNPoFAocPLkSezu7iIWi5E+IZVKYW9vDyqVCktLS0ilUmSWKSoqgkQioQeNZTMyYxBbJ1VVVaGwsBBZWVk4d+4cBgcHaRDF6DtCoRC7u7swGo2YmprCN7/5Tbz55psAgEAgAKlUioODAxgMBpIyV1ZWUux7cXExWlpaoNFo0NjYiNXVVezt7eHGjRvkM8nOzsbw8DBEIhGUSiVsNht8Ph/29/fxxBNP4NatWxgZGcHTTz8Nh8MBh8MBsVhMmofl5WXk5eXB5XJhYWGBSvH5+XmK5GOzos7OTurbxWIxWltbMTs7S98f29+zh3h9fZ0Sw3p6evD666/j6NGjtClgNKSNjQ0MDQ0hlUrBZrNRS9XY2EgOWxZDwDI42ICRy+WiqKgIZWVleOONN9Df308aiNOnTyMWi+H69evkwXE6nejs7EQ4HKacCA6HQ6a0r3/962hubobL5UJvby8EAgFisRhyc3Nx9uxZJJNJwvozpefdu3chFAohFouJ1hWPx5Gfn4/V1VV84xvfwPT0NBwOB5qbmxGLxQjKEgwGaYvGDr5EIoFUKoVwOIyNjY0H62B48cUXL7IgGIZAi8ViePjhh3Hnzh3odDqsr68TmOP27dukK9/Z2SE9/dbWFvkjeDwekaVZmIzP50NeXh6SySReffVVnDhxAqWlpZDL5XA4HCSwYgnDwWAQW1tbKC8vxyeffEIPzOLiIkwmE8xmM1QqFTweD8rLyzE9PQ2NRkOZjiwsRSaTIRgM4oknnoDD4QCAL4XILiwsYHd3F6WlpXj99dfh8/mIc8ne0BaLBRKJBH6/H0VFRfjggw/Q2NhIpTIbkO7s7KCrqwu9vb24e/cu+vr6EIvF6PZjyHcmrX7uueeQn5+PeDwOu91OUBmFQoGOjg7CvcXjcfh8PtJZsP0+G0QyPYTZbEZ3dzdVI/Pz86TC+6JBTSaTISMjAxkZGaisrMTg4CBUKhXq6+tx5coVbG1tkUGLzVYAUDZGTk4OpqenIRAIcOjQIezs7EAqlUKlUhHaLJlMwu124/jx47h+/Tp0Oh18Ph/OnDmDlZUV8hEw+XQgEKABLHs9mCx7a2sLEomEYgj4fD5VCmtraxCJRDRUZSpIRvxmKAFmX19bW8PS0hLMZjMqKysRCARoLnXu3DlMTEyQYM7tdlOcvVwuh9lsRiwWQ2lpKVZWVqBUKlFRUYGsrCwKgWbzNa1WS9kXpaWlmJiYeLAOhn/8x3+8yDYETqcTx44dQyKRgMFgQGNjI6URsxSiRCIBtVpNQS9+v59u8OzsbMzPz1O2gsfjoQSmWCxGvwY+h3Nub2/jzp07qK+vJycmK1nLysrwne98B4uLi/SDYCEzTU1NlH24urqKeDxOlmXm4FxbW6MshIyMDEKDVVVVQavVoqCgAKurq1hbWyOX3MMPP4z5+XnU1dVR+W42m1FUVEQ3RyKRwPHjx0nUkp2djfz8fBq2slUhw+UzZBpLOrp37x50Oh09QJOTk9TvsjCU27dvAwBWVlZw6tQp+neUl5fDYrFAqVRiY2MDgUAAu7u71EMzdyAL2/1inDuLplOr1cjMzCT+ocViQX19PfEL2LxDKBSSWpJFxN2/+VBSUoJHH32U4L8sSWplZQVcLhcmkwlHjhxBWloannvuOWxtbVFALfv3s/6/sLCQpOwAYLFY0NfXh9nZWaSnp0MkElG+ZG1tLWlYDh8+TIPwoqIiZGZm0pbHbDbjO9/5DjY3Nyklm23N2IHBKqCZmRl4vV7U1dWRmY7NxDIzM8k4BgCDg4OUfs5Su+bm5ogFwqzvjELODnufz4fFxcUH62B49dVXL7Jw0iNHjmB/fx937txBVVUVGhsbqRQaHR2ltZpAICBvvU6nIw1AQUEBsrOzCZDJIKA5OTlYW1ujlCelUonp6WnodDoAwPLyMra2trC4uIiGhgaMj4+Dy+WipaWF4skSiQQeffRRrK+vY3Z2llZXiUQCzc3NtON/6623oFAoEAqFSForl8uRlZWF0tJS5Obm4tKlS+jo6MD8/DzKy8uJCv3KK6/g+eefp/KfbVUikQhCoRAUCgUF3LIsyrS0NBQUFMDj8RAi3mQyIZVKUbitRqOhcJz19XXY7XayFbPyenZ2Fm1tbVhbW8P+/j5N0aempihy7ovy5Gg0imPHjlFuZG5uLsbHx1FXVwez2Uz6kfb2dlitVgoX1uv18Pv9+N3vfgeBQAClUkkq1O7ubtTW1tJDxuFwiCytUCgoNWxpaQkFBQWYmJggXcTu7i5qa2tJzCSXyzEwMICPPvoIkUiEpTHh2LFjAEAHINssTE9Pk4V7dnaWeJuM2bG5uYmKigrs7u5ic3MTpaWlNCMqKipCYWEhBgcHsbS0hJ/+9Kf45S9/SWpNPp8PlUqF4uJi8Pl84jqyipdZ8GOxGLW0PB6PskeYR+Ppp5+m75HFB9bW1tLP02az0VarrKyMFLvz8/MPXtr1D37wg4vMPSYQCLC3t0c4NJ/Ph48++ghHjx5FPB5HZmYmBAIBWXODwSC0Wi1KS0tJVMR27G1tbbDb7fB4PAgGgzhy5AjsdjuampoIrMH6vuLiYnzzm99EVlYWxsfHUVZWhlQqRRZvh8NBLs+KigrMz89DKpUiEomQS1AgENDfOzw8jGg0Spbi7e1t2u9HIhGEw2ESY7GEaj6fT6KrRCKBxcVFiqlj+RYsnWl/fx9dXV20R9fr9ZQzwUJ4mRRcIpFgYWEB58+fp6zKYDAIhUIBq9VKgbf19fU4d+4cxsfH0dzcTG96JrYJBoMYHx9HaWkpZUkyNSeT6+bk5GB4eBhHjx6F2WyGUChEcXExLBYLjhw5gszMTMzNzRFUl8vloqamBmKxGBKJBFarFUajkTZNLJAlHA6Dy+XihRdewCuvvAK1Wk2KxYaGBlitVshkMszOztJBGYvF0NvbC7PZTG7Mmpoaei2npqZQXl5OEBYej4fS0lKy2ycSCdy6dQsPPfQQBgcH0djYSFuf9fV1pKen4/3338fTTz+NW7duUbVVW1uLn//85ygvLye+RWNjI5xOJwoLC1FYWIhPP/0UwOeD46WlJdpGCYVCHBwcYGZmhtqX4uJiDAwMULK3SqUie7rBYCAqFp/PR1NTE4LBIE6ePIk7d+6Ay+UiFAqBw+E8eDOGf/iHf7jY2NhIoadPPfUU0tLSsLW1haKiIiiVShiNRhQUFGBrawtCoRCLi4vIyckhHT8j7rI+S6FQ4Nq1a6itrYVUKkUoFMLm5ia8Xi8mJiZoa8BQaqFQCJ999hkx9iYnJ9HT00OJRrm5uZiYmEAwGMT+/j6BNnk8Hn7yk5/gnXfeQVlZGe7evQupVIpEIoGzZ89id3cX+fn5pGRk1GOPxwMul4vBwUHSTDAhC8O1t7e3480330Rvby9SqRSGh4dpcOjz+eBwOIhEtbS0BK/XCy6XSyh2ZtJhSDAWCc/WmEzj4HQ6qbQeHh6mw5kBdb1eLzweD7VGHA6HXJyLi4uIxWIoKSnB5OQkcQVu3LgBlUoFjUaDa9euEbz0zp075Hhl+DaLxYLNzU1KyaqpqaGSmnlW6uvrEYvFMDg4CIlEgrNnz8JgMKCzs5Ps5R6PB7W1tcQhYDkNTqcTHR0d0Ol0iMVi+Pd//3eo1WpoNBrcu3eP1pQ1NTVYX1/H0aNHIRKJoNVqicXIZhASiYREdUxMxmIKSkpKMD09DZPJhI6ODjKFNTY2wmAwUJnv8XigVCpRVFRE0XrLy8uks9nc3IRcLkdaWhqysrJQUVGBUChElSP79+7v76O4uBh3797F7u4uysvLMTAwAI/Hg66uLqyurlLAcW5uLkwm04N1MLz00ksXtVot9vb2IBAIYLVa4ff7SejCItTY77MMRGbiYWyCjIwMqFQqSCQS3L17F729vZRezcrM7e1tRKNRnDp1CiKRiChIDJW2vb2Nubk5KhNLSkowPDxMMle1Wk3EKGbMee211ygOvry8nDh7Xq8Xt27dIh9ENBqlfEO2BSgsLEQqlUJubi4AUBswNzdHN1AkEoFIJMKRI0cwMjKCZ555BmNjY6irq6O12EMPPUQHi0qlosTn8+fPw+v1UosVCoVw+/ZtVFRUwOFwUIwdQ4C1t7dja2sLHo8HUqmU9uFMjiyTyeB0OikDgQmCVlZW0NDQQJ6JiooK1NXV4cMPP8SxY8egVqvxzjvv4OzZs1hYWEBrayvRtGUyGZRKJXlfmJMwGo2ira0NXq8XTqcTJ0+exLFjx2imEAqF4Pf7MTMzg8ceewyBQIAeaBZsu7q6ipaWFmoVORwOMjMzCRO3t7dHxicGXGEwVVaBRKNRsqdPTU1BqVSSZJy1hyzEaG9vD8ePH4fX60VXVxdmZ2cpl7KwsBDXr19HZWUlFhcX4XQ6SX9w6NAhNDU1YWVlBalUCsvLyygsLIRGo8HGxgYlr7OIPGaFZwgCpkJl1VEwGCR1K6OJGY3G/7wkqv+/Po4fP05oMPaGOTg4wPHjx8E0DhwOB3a7ndZ2er0evb29qK+vh8/nQ3NzM0XR3Y/9xmeffUbs/Y2NDQSDQVqHLS8vo6ysjG7xyclJ+P1+ZGdn0xCRoc3z8/MxMDCAZDJJf25NTQ1ZwVnSNbtRnU4n7HY7Lly4gLKyMqI6dXV1UaI14w4ymKfX66UgWtZfu91uNDQ0IDs7m5iTo6Oj+Nd//Vesr6/TA8sm1Gy1y4Z74+PjJM/m8XhYWlqiyPmdnR3EYjEiNUciEfzyl78kMlQ4HIbNZsPMzAxWVlbw1a9+FeFwmIZ8PB4PsVgMyWSS0qm/9rWvobq6mliSL7zwAoWvHBwcYGVlhTiUExMT+Na3voVkMgmTyYSTJ0/i/Pnz8Pv9OHfuHMLhMG7dugWhUEirvU8++QR8Ph9WqxXLy8uIRCI4e/YsjEYjqqurSX0ZDAaRkZGBrq4ujI6OIplMoqOjgwZ/bG3KJPJPPvkkMjMz0dLSAp/PRyBhkUhEB3B9fT3a29shFovJzjw+Pg4+nw+5XI6hoSFkZGTgzp07sNvtePPNN+F0OtHd3Q2VSoWSkhI0NjaSXqOlpQVtbW24evUqPvzwQ9y+fRt8Pp+EV0wh2dTUBLfbDavVCoPBAL/fj7y8PAQCAVy/fp2qNLFYDKlU+iWdw0MPPQSFQkEQ5D/343+JiuFnP/vZRYVCgZycHOrVmVqRxdfbbDbk5eVRcg8Dje7s7ODMmTNwOp3w+/1QKBRwuVwEfmUahUgkArvdTuIkBt4QCoUUtX5wcACxWAyv10vehcnJSeh0OlI3shDTo0eP0g9pd3eXHjy3242KigrIZDJCwLHIu/n5eZw8eRI8Hg8ej4cGqCsrK1hfXyfEdzweR2trK5RKJQ05+Xw+/u3f/g0ymQwAcPPmTdTW1iIcDlMcejAYpKHU4uIiAoEA2tvb8emnnyIajZJvnznv2traSItQUFCApqYm8Hg84kt0dHTAaDQiLy+PkqHY/vzw4cMYHR1Fa2srVCoVFhcXIZVKMTk5SRyK/f19urFGRkbA4/Fw+PBhiEQiDAwMEHyF8SVYizE6OkogHaYjYA5Wt9tN2D3WqoyOjlJiNGuNGHrPaDTiu9/9Lq3+DAYD6uvrKfKwoKCAsjO2t7cRj8dRVlaG/f19+P1+1NfX49atW8jKysLs7Cytvvf396nFYhLsI0eOAPh8s5aVlYXOzk5YrdYvAYHsdjuBfGw2GwKBAL72ta/B5/NhZWWFgp1ZG8ThcNDV1YVLly7R9ikYDMLv9yMrKwsNDQ1QKBS4ceMGAODMmTOw2+2QSCTweDwIBAJYW1tj3+OD1Ur86Ec/uiiVSknJyIJcZDIZ4c+YGjEcDqOyspLi2ph8Ni0tDSUlJURV3t/fp8k+g6Ywc9Hm5iYODg7A5XK/JDPV6XR0+vJ4PExPT0OhUCA9PR3V1dWYm5uDRqNBQ0MDBdYKhUKUl5djYmICOTk5dDKzBOILFy7QxkEul+Pg4ADt7e2IRCLY2NiAQCBAfn4+ZDIZiXWYIYiV8+whe/bZZ7G1tYXjx4/j448/phnCxYsXMTAwgKysLJSUlCA9PR2PPfYYZU64XC4KqU2lUrQnP3r0KAYGBsDn85GTkwOLxYL09HTU1dVhbW2NQnX1ej2CwSDlivJ4PFJlzs/PIzs7Gx6PB0VFRQiHw5DL5bTrz8rKQnFxMbVMn332GfLy8rC9vU28Skah9vv9qKmpoQuBeUeYt4UxH1hGxebmJrKysqDX67GwsICamhrE43FkZGQgKysLQqGQwn6ZtL66uhoXLlzA0NAQ6urq6MJh/X96ejrh4JRKJe7du4eMjAykUikoFAr09PSQN4NdAgzNbrVaodVqsbOzgwsXLuC9995DRkYGHbR37txBdnY25aJIJBJotVr8+te/RjAYRHt7O9LT01FbW0vsB6FQiF/84heorq4Gn8+noB+5XA6r1UpRiex9wxK/WlpaIJfLsbS0hL6+PqytrcHlcj1YB8PLL798US6XQ6/XQyAQkAkqmUzCbrfDZrNBJBLh3LlzuHTpElpbWzE1NQWBQIDy8nJKJ5qcnMTExAQaGhqQlZWFSCQCv9+PwsJCrKys4NChQ+DxeBCLxSgrKyNfBAPAslamt7cXb775Jo4cOYJkMklDvVQqRfkJm5ubNBRcWlpCXV0dxcYVFhaCz+ejtrYWN27cgNVqJe4eh8PB6uoq5ufnUV1dTcRrZlCKx+N44okn8M///M/09SMjIxAIBJiZmSHNgN/vh0AgQEVFBZaWltDb24u8vDw4HA68/fbb2Nvbg8fjwfPPP08gV7vdTloH5rpj4hw+n4+VlRVoNBqEw2HaIDCBDrv9/H4/pqenSdrL7NgFBQUwmUxQKpXQ6XSQyWRYX1+HTCZDXV0drl69SpoIloa9tbWFtrY2uN1u2Gw2Wv2yRO+CggI4HA6KnDcYDFAqlUilUrh16xZCoRACgQBcLhcuXLhAsuDS0lLKQa2rq6M5TzQaxfj4OH7/+9+jqamJHniXywWHw4FoNIqWlhaYTCYUFBTQloKRpp577jlcu3YNoVAILpcLoVCIVulGoxFCoRDT09MoLCykdkahUBDPQa1WExOCheHabDYcOnQI9fX1pJqdnJwk+lRGRgaBWWpra2G1WjEyMgKpVIpAIEA5EwsLC3j88cexs7ODgYEB0q4Eg0FcvnwZhYWFD9668sUXX7yYl5dHPwCJRIKqqipyKB45cgRlZWVYXl5GeXk5jEYj2trakJOTg+XlZdy4cYMgrkwdKBQK0dPTQ0KSzs5O/O53v0NdXR0yMzOxtbWFVCqFWCxGpaBIJCI9fSwWw8rKCoRCIUpLS2nvzEJjent7EY1GEQ6H4Xa7iQidmZlJ1B1W7isUCrI+O51O7OzsQC6XY2xsjJBmGo0GN2/eRF5eHjY3N3Hy5Emsr6+Tim1xcRGdnZ1QqVSU2cmMP/fu3YPX6wUAzM3NQa/Xk6jnD3/4A/R6Pex2O2ZmZmgOwbwkzKRVU1NDieAejwdms5kUhmyNGo/HwePx6KbV6XT46le/CpPJRJJeJhZbXFxEf38/uFwu3n77bTqs6+rqMDQ0RMAVRp8qKyvD2bNnSXnILPjHjh1Deno63n33XcjlcnR0dJD/hL0mHR0duHfvHtLT0xEKheB0OmGz2ciRyeFwCLEukUjQ1NSEpaUlquQYaeqhhx7CzZs3KTt0bm4O+/v70Gg06OnpwVtvvQW5XE5KSGZ8YqxFt9tNP8+srCxIpVJC12VmZpLhj8F79vb20NHRQdDig4MD2O12ElHZbDb4/X4An6PnmdVfp9PBZDIBAOx2O9ra2sj0tr+/j4qKCmi1WhLd5ebmIpFIwGKxPHgHQ0NDA3Q6HYFBNzc3kUqlYLVaKbaLaQpaW1tx/fp1NDc3o729Hdvb2xAKhdja2oLb7aZyl+30g8EgnE4n5HI5wSuYQYtJjO/evfulUlyr1YLH48FkMsFkMuHpp5+mUBsOh4OlpSUcP34cU1NTkMvl8Pl8mJ6eht/vR0VFBcrLy7G7u4v09HSkUinqC1dXV7G6uoq+vj56s9bU1NDqzWazAQBh1VpbW7G/v4/c3FwK4XG73aiurib4KTPb+Hw+Sgm/cuUK9vb2oNfrcXBwAKlUSjj07e1tBAIBbG9vUzv0xXI+GAxCr9dDo9EgGo2isrISExMTZAYaHh7Gc889h7W1Nbjdbng8HvJeZGRkUCvo9/shkUhQUFCAS5cukaBIIpFga2sLTz31FD0soVCIwLhdXV3kb2GA25qaGuh0Oty5c4eCYwQCATIzM2k2xOPxoNfrUVdXR8E4Gxsb6OvrwzvvvEMrQEZPnpmZoblLVVUV2f3dbjf0ej1WVlbIM8NmHG1tbbhy5QoNbouLiyGTyWiN2NrainA4TIdjIpHA6dOnaebjcrnIWet2u3H37l2cPXsWm5ubhMff3d1Fd3c3OVJVKhUNTaurq+F2u+FyuSg2gNkDOBwOIePeeust5OXlwWazYXV1FY2NjZiZmXmwDoaXXnqJKNFswLW6ukol4X30NXJzc2GxWGhwxm71g4MDSr1WKBQwGo0AgI6ODhQXF2NpaQnJZJJudKvVCi6XS7HxLFU6GAwiFothfHwcq6urdGs1NzfjtddeI0Q9W4vp9XrI5XJYLBYqu2tqaiCXyzExMQGv14u1tTUUFBSgpaUFbrcb29vb6O/vJytxVVUVXnvtNTzyyCMwGAwUtsuccYwqLJVKsbS0BLVaDYFAgNXVVZjNZuzv7yMjI4Om7qOjo7TqLS4uhkgkwqlTpzA4OIjd3V04HA6K15NIJCgrKwMADA0Nob6+HmKxGCdOnMDm5iaGh4cpmZmVrnK5nFK6QqEQ5ufnoVQqwefzyW5cVVVFa7OMjAxMT0+ju7sbbrebZgclJSVYWFigwJZEIkECJ6lUihMnTmB/fx96vR4zMzMQCASw2+0QCAQkdT9z5gxCoRAcDgdaWlowMzMDADAYDMjPz4dKpSLxUnZ2Nh3QcrmcHqaZmRnEYjGYzWaKJFxYWIBKpaKEM8b8YNmooVCILoj7NzG6u7sxPz9PlQFrf3t7e/HKK6+gubmZSOfMQVpcXAyFQkFKU6aJUKlUkMvlUCgU4PF46OjowLvvvksu3tzcXMordTgcePTRR/HWW2+hoKAA9fX1UKlU1K5lZ2eTEtRmsz1YB8M//dM/XdRoNHSTRaNRSKVSZGZmknCEZTiy8qugoIBi5bOyslBdXY309HTI5XLU1tZCJpNhcHCQgKcMzxaPxyEUCnH69Glsb2+TfXhzc5Osy4yi5HQ68fzzz5M6ksPhoLu7GxaLBT6fDyqVCiMjI6isrKSUagYbZUGt7CH8zW9+gyNHjqCwsBBGoxGBQADJZJKqE7YfZ32oVqvFxsYGJicnYbfbqW8HgGg0ir6+Pni9XuTn58NsNhNyXaVSoaGhgRyMzLx0/fp1sMOX9c1s+GowGNDX10fuStbHVKwDHgAAIABJREFU8ng8Ggi73W4Kp2FMhzNnzmBnZ4fyPVkW6O3btyGXy6FUKuFyuaBQKBCNRtHa2oqbN29ibW0NlZWVRLQyGAyEzTt69CjRqA0GA/b29qDRaBCPx8lgl5aWhpMnT1IVyCAnjH3IRFMDAwPgcDhkdmLmtszMTNhsNhw7dgzRaBQKhYKs5bm5ucjJyYFYLMbk5CQkEgnOnDmDq1evoq+vD263G1qtlohdOzs7ePLJJ7GwsACr1QqxWAyz2Yzjx4/j5s2biMfjEIlEmJmZoZ8r2ySVlpZidnaWVvWLi4s4ceIEzarYOpbF4iUSCZhMJhJ+LS4uoqWlBVNTUxCLxWS22tzchE6nw+nTp/HJJ59Ao9Gwiu7BOhh+/OMfX0wkErDb7YhEIuByuThz5gwmJiaQl5eHyclJAJ8nL01PT6OoqAjb29tYXl5GMBjE7u4uPB4PotEo8vLyyHV35MgRMu8wXPr29jbxD6RSKSYmJgjKKZPJ0NHRgY8//hj19fW4c+cO1Go1hoeHodfr6WDKzs4Gl8slkGwymUR1dTVBOlhepdPppFu/vLycoKn9/f3U/vD5fGg0Gppsc7lc8Pl8OBwOPP744/D7/dBoNJibmyOgSVFREZXKU1NTlGbMBpRsQHfnzh3E43Fcu3aNhoAsY4HNDhh6fmBgAOFwGP39/QTEzc/PR1FREbq6uuD1erGwsIBoNEqHHxuG5uTk0EHNNgRutxunT59GVlYWPvnkE3zve9+D0WhEMBhEZ2cngVG5XC42Nzdp3cqGgHNzc9BqtXjkkUcQDocRDAZRXFxMSWDb29sIh8M0rF5cXIRKpcL6+jrZmLOysiCRSNDe3k6vEYPsFBQU4MaNGzQIZCFAqVSKyGFsNsTmJtvb28RqXFpagkAgIFEWw8QzlgRTiWZmZhK9iqHxFxcX0dPTA4fDQa+Fw+FAWVkZ3nzzTQK+Mi0JA/7q9XpY7id7s8Hz4OAgysvLaSVuNBqpZbJarejs7ITX60VZWRnm5uYerIPhpZdeusiMNd///vcJemK1Winolr0ojzzyCMrLy+l2zs3NJbPV2NgYyZQZ8EUmkyEzMxN6vR4jIyME3zQYDCgrK0MwGEQymURBQQFsNhsBUSYmJhAOh1FRUQG/34/5+XnKQwiFQgQxnZubw87ODgBQMtYXZdwAEA6HYTKZKDg3LS0NfD4f6+vrJLZxuVyYm5tDKpVCbW0tKioqMDU1BY/HQ7i7aDQKkUiECxcu4OOPP0Y8HkdVVRXcbjdyc3Mp97KqqgorKytwuVxkC6+srEQ4HIZUKkU8HkcoFEJ+fj5VL4WFhQCA4eFhgtN6PB5UVFTAZDJRGnZ+fj4mJibohmdJU1KpFJ2dnXC5XIjFYpBKpUSMZlJ1NvCcnJxEf38/RkdHsbW1heLiYkQiEQgEAoTDYeTl5YHP5yMSiQAAqquraQ7BhneMc3H58mVSvmq1Wuj1euTn51O0AIfDQSQSwcLCAtLS0rC5ufmlgz03NxdKpRKJRAIymQxqtRoGgwELCwt0eOfn54PH4yEjI4PiAbVaLWKxGDIzM6nKValUqK2tRSgUQl9fH3Z3dyEWi7G6ukqHWCKRoJaSZYpMTk4iEAhgbm6OOJTA53qW5uZmWtMLhUIIBALI5XJ6LzBOB2uPWIzg/v4+cnJyCKy7s7OD5eXlB+tg+OlPf3qxubkZ586dw9raGsbHx/HMM8/AbDajra0NXC4XKpUKWq0WwWAQY2NjmJqaokMjIyMDly5dApfLBZfLxfr6Ojo6OrC7u4tEIoF33nkHkUgEpaWl0Gg0qKiogMVigV6vR1FREe32KysraTqcm5uLCxcu4N1330Vubi7W1taIQLy/v0+AT2aPjsfjSE9Px/DwMO7evQuFQoHR0VEsLy+jvr6eJKssRIXd/Mwhx6AuRqMRkUgEH374IdLT06HRaCiLgNGceTweFAoFodENBgO0Wi2tyhKJBLq7u6FQKDA+Po7Dhw9Dq9Via2sLOp0OWq0WLpeL5i3BYJAUoV1dXXC5XPB6vejt7cXo6CjW1tZQV1eHqakp1NfXQyaTQSgUUm4G4yFEo1ECuLpcLiQSCSr3LRYLzZBYqE92djbKy8vhcrmwt7dHt3ljYyMNMmOxGIaHhxEOh+H1esl0lkgkoNFo8N3vfhc+nw9SqRSzs7OoqqrC/v4+iYz4fD4JpoRCIdLT0zEzM4Pt7W3U1NTAbrcjLS0NCoUCc3NzuH37NgoLC6HVaklXwsAn8Xgcn376Kc0IJicnoVQqIRQKMTc3R7FyGxsbOHnyJK5du4aCggKqJNhMZGZmBp2dncQZCQQCqK+vR3V1NW0UVldX0dbWhqGhISJhs/fmxMQEFAoFSkpKSB6en5+P5uZm3Lp1izJC3W43pFIpcTgeOHz8xYsXL97n3uP06dN47733kJ6ejmAwCKVSiampKbS2tiIjI4MCXSQSCXQ6HZqbm5Gfn49wOAy1Wo14PA6JREIDO6aCy8rKIm6gQqGgH5bL5cLU1BSOHTuG3d1dOonn5+exvLxM0fHnzp2DUCikcjstLQ2HDx/Ghx9+iMbGRuICsP7eYDBgZ2cHNTU12N/fpwMoGAyCz+ejrKyM6M8MMR+Px5FKpZCXl4fvf//7lL69vLxMXpHGxkYsLS3RoK2qqgoqlYo4FkajkQA2LHkqLy8PHA4HKysrqKuro0Gky+WijA3mAB0aGvrSzc1AIs3NzbRK1ev1FEzL2ikej4fa2lpoNBoMDw/j3Llz8Pv9aG1txerqKng8HgwGA06cOIG7d+9SgMvGxgYaGhqwvb0Nm81GByWLxisuLqYVKjPETU9Pkwx+e3sbV69eRV5eHtGQWSBNOBzG4uIiuFwu+vv7afBYU1MDkUgEtVqNra0t1NfX06Dx/Pnz4PP5xMRkKkWW4s2cqTk5Odje3kZOTg5h31iAzf7+Pl599VWo1WoMDQ3BYrFAo9Hgs88+I5ajxWIBl8uFz+fDoUOHYLfbsbKygo2NDdJRhMNh7OzsIC0tjZgdjJd5cHCAe/fuob+/H/v7+wTwzc/PBwDEYjEolUqIRCIyHi4sLDxYXgl2m2ZlZeFXv/oVHn30UbhcLmg0Gly9epVeSGbFZRbltbU1aDQa7OzswOfzQSQSIRQKgcvl0uBLrVZDKpWivr4e8/PzkEgk+OijjwgFzlZOWVlZUCqVKCwsxLFjx6j3rqioQEtLC15//XWkp6cjPT0dL7/8MoLBIEWNy+VyojafOHGCsiBLSkqg0Wig1WphNBqRSCSI0WcwGKDRaJCdnU17aabCEwqFeOmll+B0OhGJRODxeJCTk0OwVLlcjnfffZei5Nnk/MqVKzSoZWU9Q5uzxCqTyURDz/Pnz2NoaAgFBQWoqKjAwcEBScW5XC7eeOMNtLS0wGw2491336XKhyU2MTx7VVUVxGIxyYZbWlowPj5O7Y/b7UZmZiaef/55WK1WAvTy+Xzs7e3h5s2bCAaD+Na3vkXf/9raGgXMMkDL/Pw8PvroI2RkZJA2wWAw4NSpU1CpVMjPz4fL5cLY2BjOnDmDQCAAn89HqVBut5ui60KhEHQ6Hc1p3n77bWg0GhQVFdGMipX87IK6ffs2fvGLX9C6mqWKMyu3UCjE5cuXYbfb8Rd/8ReoqalBRUUFBfkIBAKUlJTg+PHj0Ol0iMfjOHHiBNxuN+lkQqEQ8TEZy6KyshIlJSUwm81kZa+srERlZSVGRkag0Whw6NAhCIVCWokyZ6xIJKIq9X/m43+ZiuH8+fOIxWKora3F2NgY9vf3YbPZkEwm6cE5ODigiTHbPnzwwQcwGo00nf/rv/5r8ssXFhbSIeHz+aBQKCASiSCXywn9nUwm0dPTgw8++ABisRhjY2MUHVZXVwehUIiRkRHU1dXRrKCpqQmDg4PEERgcHMTm5iYeeughSs9uampCbW0tgM8994w21dHRgfr6ely6dIkAoGlpaRQqm5+fj9raWgQCAdhsNiwvL+OZZ55BKBTC3NwcHA4HKisrcfXqVQQCAQDAxsYGPB4PgVuUSiWlZbFZC4fDQU9PD8xmMwDQXp5RlzweDxoaGsj2nJ6eDgAUk6fVaom/wP6Ouro6jIyMID8/H4FAANPT04TVs1gsXxIbMfv1/v4+kZ/ZXIl5CQ4ODrC/vw+FQgGHw4FQKIRHHnmEfAVzc3Oor6/HE088gdHRUWxvb5PkeGFhAYcPH6ZV8rVr10hdqNPpyErOovnY6pGV4Wz/zxS1LBm7uLgYZrMZdrsdwWCQUtKDwSBaWlqQlZVFkYOPP/441Go1kskk3n//fQgEAmi1Wnz66aeorq7GiRMnsLCwQENhnU5HEJpUKgUul4uGhgZIJBIcHBxgcXGR5issyo4RxjY2NqBUKokNCQAzMzNIJBLk7GX5rhkZGez99WC1Ej/+8Y8vikQi5OXlIR6PE/BEp9Ohs7MTUqkUPB4PVVVVtLnY3NyEw+FAUVERZT4ygtHU1BTF1l24cAEDAwOora2FyWRCZWUl5HI5iouL6Uba3t7GqVOnMDs7C7/fj/LycpSWlmJ0dBTBYBBnz55FIpFAW1sb3eKPPfYYLBYLJRSzvAWxWEzGLzapt9vtmJ6eRiqVoszHkpISLC8vo7KyEmKxGOvr69Dr9aiqqsLly5cRDofR3d1Nv8fkyktLSxgfH8fRo0exu7tLbMPKykr63NLSEnw+H5XM2dnZsFqtmJ6eBgAIBAKSFf/lX/4lnE4nDdIYCt1iseDQoUO0amRBMrW1tbBYLBCLxaisrMTp06cxNzeHuro6LC4uori4GKurq7RmDgQCNO1n4S4M+pudnY3V1VUUFRVRab61tYWDgwP4fD7U1dXh/fffx9raGjIzM3Ho0CEUFRXh+vXrNIDu6+uD0+lEIBCgNpHRn/f29gjjxizvRUVF8Hq9CIVCNKOpqqpCJBJBWloaWlpa0NraCrVajeXlZfJFJJNJ+pk4nU6kpaVhZ2cHPB6PHJizs7NYX19HIpGAQCBATk4OfD4f9Ho96SnYa8xmA2yrw77W7XZDIpFQ5OAHH3xADtz9/X3EYjEUFRWhu7sbW1tbuHHjBv2/o6OjlGUCAMlkEtnZ2ejr60NeXh6uXbv2YB0MP/vZzy66XC7s7OzAYDAAAN2YDJSh0+lI/BEIBCCTyWi6nEwmIRaLsbOzg3A4TECOVCqFSCQCHo+HnJwcCAQCylgoKyvDysoKfT3DurFNhdVqxVNPPUWUZofDQUGtbNrPsjAFAgEMBgOFqESjUTzzzDP44IMPIJPJ0N3djXA4DJFIROtIppmPRqOERrdYLHA6nYhGo3jooYeIujwzM4O0tDTs7e3hK1/5CkwmEw01GYXJ7XYT+o2t9ph99+bNm2hsbERNTQ2OHj0KDodDoBgul4v29nZwuVwsLS1BLpeDx+MhOzsbU1NTAEDzh4qKCuzs7FBYDpOWm0wmUhHOzs7iK1/5CrRaLe3mNzY20NXVhfX1dQoETktLg81mg9lspgdbKpWS/iQrKwsymQxra2tQKpXkEl1YWEBDQwMCgQCsVis6Ojpw6dIl1NXVkaPw4OAA169fh1arpVi51tZWbG5uoqqqCg8//DDGxsZIVVlfX4/MzEyyYS8sLJANP5FIIBaL0aGn1WoJ/f5FjQ2jhDEZt0QiAQCygzMn5+nTpwnsIpFIsLGxQUrVEydOUBVUWFhIgqmuri5iZYyOjoLP55NW4ezZs6QzYdxIxiy12WyElrvvNP3PmzFwOJwCDodzk8PhGDkczgKHw/kv9z8v43A4AxwOx3T/v9L7n+dwOJz/weFwzBwOx8DhcJr/1N+RSqUglUqRSqUo4LO4uBhpaWnwer344IMPMD8/j0gkQuw8qVSKZDKJSCSC+fl5UgUuLi5ifX2d9ssM484IOvn5+QTSYHHqbIfOFGXNzc0EcTlx4gTKysqwvb2Nuro6yGQySh8uKChANBrF0tISTp06Bb/fjyNHjsDj8eD111+H0WgkIIdKpUJBQQG8Xi9N8J9//nlIpVLYbDa88MILBEdNJpN4++23ieqjUCigVCrR1NRE31N3dzep/hKJBPLz89HS0gKxWIxnn30Wo6OjRBaWSqW4ceMGAoEAQqEQBgYGYLVaIRKJMDIyQpxCv9+P8fFxZGVloaysDF1dXTTDAUDtHJt0Hxwc0M3Y2NgI4POAmE8//RS7u7u4c+cOvF4vDWY5HA4WFxeh1WopIo45BpmBjGU6eDwe7O/v46mnniLS0enTp6HVauH1elFeXo6qqipcunSJ/DMs9OXcuXOQSCTwer2IRCJk69ZqtbDb7ZSTGQgE8Hd/93fE5GTQV4lEgp///Ofo6+uDRCKBSqUikA4bJDIl6NWrV+FwOCiTory8HHfv3qXNCGNkbmxsED2KreMdDgexQRh7lN3+b731Fh2i6+vr2N3dpfazubkZY2NjsFqtmJqaQjAYRElJCdrb20n+nJmZibS0NFgsFlpp/s98cFKp1J86GNQA1KlU6h6HwxEDmAJwAcDXAXhSqdTLHA7nvwOQplKp/8bhcM4C+C6AswA6APw8lUp1/Im/I3XixAkUFRVhcXERCwsLUKvVqKiowPj4ODo7O+F2u8lolEql8Pjjj9OJ+sVUZJlMRq1FMpmkF+3TTz9FZWUlsQpLS0spxLa9vR3Dw8NQqVRoaWnBxsYGxsfHia6zublJCcxnzpwBh8PB9evX0djYSFTizMxMkqtubm7CYDCgvb2doKqRSITWbI2Njejv78evfvUrCmSNRqO0Ofmbv/kbvPnmmxAIBKTUrKurw9LSEvLy8rCwsIDTp09jfn4eTqcTarWatAwM4c56bWb4YaWzWq3G7u4uNBoNbty4QYg6Pp8PPp+Phx9+GFNTU1hfXye3odlsJgxaWloaJUOfOHECf/jDH/DSSy/hxz/+MYFlI5EIcTUyMjLwgx/8AL///e8RCoVI+edyub6UFcpyJnZ3d2kQnEwmoVAoSEr80UcfoaysjMCvu7u7CIVCWF1dJQOWQqGAzWZDaWkpbDYbxc8LBAIcPXoUY2NjCAQC6OnpwW9+8xvCrzMuJhNFRaNR1NTU4O2330ZrayuuXLmC1tZWWkuzwOOOjg4MDw/j4OAA6enpUKvVqKurQyAQgNFohMViQU9PD3g8HlZXVzE8PEzZnOnp6eju7qaYAmYok8lkCIfDhNxjMw1W5VVXV2NiYoIyMRQKBT0DMpkMubm56Orqwvvvv494PE4X2CeffDKVSqVa/5yD4U9WDKlUypFKpe7d/3UAgBGAFsAjAH57/8t+e/+wwP3P/y71+ccogJz7h8t/+MHn83FwcAAAxA4wmUyoqqqC1+vF+vo6laTd3d1YW1ujFRcrWxlklcXNrayswO/3w2g04vjx47QLHh8fx71791BaWgqBQIBLly4RKfhf/uVfUFpaiszMTJw7d456SI/HQ2Gn165dI9ecTCZDfn4+GhoacPToUYTDYbS0tKCnp4dCX5gWIR6Po6SkBDMzMxgZGfkSP1Cv1+PYsWN47rnncOvWLfT391PvyiTHbHCmUqmIF7C3tweJREKuxMzMTBQXFxO70mQykVKUx+ORF2NkZASlpaVkTGNv7MuXLyMjIwMLCwsoKirC+vo6aUNYuCxLmzKbzdDpdLh06RIKCgpw6NAhVFVV0SFXXl4Ot9uNX/7yl/D7/UilUpiZmYHBYEBdXR3EYjEsFgvJwHU6HTQaDWpra6mlYklY7733HjE/DQYDQXq8Xi9++MMfYmxsjHgSPB4PLS0tCIfDuHDhApqbmyGTyTA+Po7GxkYUFRVheHgYfX19NMwLhUIkTOvq6kJ2djaGhobwwgsvQCqV4vz586ioqMCzzz6LkydPoqysDI8//jj29vZw8uRJFBUVQaFQ0JaDia7Yynl8fBw5OTlobW3F4cOHodfr0dHRAZPJhIGBARLfZWRkID8/HzqdDn6/Hyzs+d69e2R2Y1VYc3Pzl+L8CgsL8eijjyI7Oxu/+tWvEI/HkZOTg729PTQ0NPw55wF9/MmK4UtfzOEUARgCUAtgM5VK5Xzh97ypVErK4XAuA3g5lUrduf/56wD+WyqVmvwP/txUX18fTCYT9WOJRAIqlQo5OTkYGhrCqVOn6IZ3uVwQi8XIzMyEy+XCkSNHYLPZ0NfXh4WFBZIFHz58mLIK/H4/YccBICsrC16vFxkZGVTOZ2ZmEnevt7cXJpOJBm0nT57Eq6++Sg5HvV6PkpISAnuyfIlgMIiFhQVkZGQgLS2NwlSfeeYZiiC7evUqdDodFAoFad/9fj82Njaol/72t7+Ne/fuUaLSk08+id/85jfEdGTkp/b2dqIWyWQy8Pl83LhxA3//93+Pu3fvIhAIIBAI4OjRo/jkk0/ISOZ2u1FZWUnsSvY9O51OCurVaDTUO8tkMtJX/OQnP0F6ejpMJhMBUpmRKhgMUupXRkYGNjc3IRQKSQPCFJk9PT0k7S0pKUE4HMbBwQElOItEIqKBRyIR+nmz/MuysjJUVlbC4/FQGA6TKLN+m6HRGFFZqVSiuLiYpv2JRALZ2dm0VZiamkJjYyOF0xQWFmJjY4MqADbX+KLjsqSkBKWlpTAYDNT+sPeBTqeDXq/Hzs4OtUk1NTVYXl5GaWkpyb8rKyshEolgsViQTCaJRKVUKqFQKDA1NYVHH30UIyMjOHfuHA1FCwsLMTAwgIKCAuI82mw2Mo8plUqMjIzg6NGjmJ6exp07d/7zKoYvPLwiAO8C+K+pVGrvP/rS/5fP/T9OHw6H85ccDmeSw+FMcrlcNDU1obm5GZubm0hLS4NGo6H4N7fbjZ2dHZw8eZLSoHZ3d9Hb24u2tjZacTE8Gttq3Lx5Ew6HAwaDgcJPmTNRqVSSW9JqtaK0tBR5eXmkPIxGo9jY2CBp7SuvvAKhUIjGxkYUFhbi5MmTEAqFMJlMxGS4nw8IuVyOU6dOoauri6zhKysr2N3dxRtvvEGiIYalF4lE2NvbQ2dnJ65fv47jx4/jww8/hMFgwMbGBs6cOYPt7W3k5eVha2sL8Xgc8XgcFy5cIE0+j8ejRKPDhw9jdnaWHli9Xo/PPvsMWq2WbNJTU1P44x//SMrEVCpFHv/l5WXaqbNULLbaffHFF7G7u4uWlhY8++yz1G45nU6Mjo4iLy+Pbl6GZNNoNEhPT4dOp0MgEMD3vvc9qNVqVFVVUT5oW1sbdnZ2MDw8TBuC6elpZGVlEdi2pKQEXV1dOHnyJBYWFujQ2dzcJKQ+i6cXi8VkAb979y7JiBcWFiAWi7G2toZIJILf/e53xL1kh11NTQ2K7gfKlpWV0evAYMDRaBSPPfYY0tLS4PP5cOnSJVgsFmxtbeHYsWM4deoUGhsbUVlZSUHJDPgbDofh8/nINyIQCOB0OnH16lUsLS3B4XBQ1icAOhT5fD70ej2BYSUSCQmqCgoKoFarcXBwgNraWqJrTUxMoKqqCr/+9a9htVr/3Ef98+fzz6kYOBwOD8BlAFdTqdT/fv9zywCOpVIpx/1WYTCVSlVwOJz/4/6v3/y/f93/158vEolSnZ2dWF5ehlgsRnl5Oam9xGIxlpeX0dTUhEgkQigv5usHAJ/Ph46ODqysrJDmobi4GPfu3UMsFiMLL9tZWywW3L17l+hBKpUK5eXlKCkpIXXa1tYWqqqqiJvncrlQX1+PoaEhigG7ryajYWgsFsPt27fxt3/7t3jvvfdoH89cjKxlYJmYiUQC6enpeOqppzA4OIhQKIScnByiNGs0GhQWFpLfwOfzEUBWo9GAy+XCaDTS4cmsvBqNBi6Xi25Uo9GIoqIiqsQYpfjw4cO4desWsrOzodfr6Xbd29uDVqtFeXk5wUo+++wzfOUrX8Hs7CyF54bDYVpl9vb24urVqwiFQuDz+bDb7ejv78f6+jqh8+x2OwW+PvbYYxgYGKA4N7FYTDZutVoNtVqNmpoaJBIJwqvNzs7i/PnzsFgshKtjvMrFxUXSt7AtSlFREXg8Hq5cuUKvyde//nXs7OwgmUySd6W2tpa2YUxox+z4ExMT0Ov1mJqaQnFxMd3wAwMDqKmpwe7uLubn53H27FniURYXF2NoaAhmsxnt7e1obW1FKBTC73//exQXF9O68bXXXkMqlSIdTklJCSQSCXlNmP6DvaYNDQ2YmppCIBDA2NgYrYOfeOIJAIDZbCYs4dLSEjQaDfh8PiYmJlBeXo7f/va3f3bF8OcMHzn4fIbgSaVS//ULn//fALi/MHyUpVKpv+dwOA8BeAH/1/Dxf6RSqfb/6O9IS0tLnT59mrIXKyoqyHKalpZGe16LxULrFy6Xi56eHng8HszPz4PH4+Hs2bO4desWqqurcf36dXR1dWFnZwc7OzuQSCRIJBLgcrmor68Hn8/H1atXweFwoNVqoVKpsLCwgJKSEmxtbaGyshJerxcikQgymQxzc3Pw+Xzo7++HwWAg/NzGxgaKi4thtVpRXV1NJSMLzKmurqbbieVRqFQq7O/vU3VjNBqRm5sLnU4Hh8MBs9lMt4Ddbqfb8Nvf/jauXLlCnASfzwer1UoHzp07d+iBFQgE9ABUVFRArVZjamoKzz33HNbX12Gz2XBwcACj0YiWlhZMTk4SUl6tVmN1dRVZWVkQCATgcrnQaDQYGhrC/0ndmwW3fZ7n2zc2EgsBAiAAriAArgD3nSIpUbtkrZYdeYsTJ3EcJ+mWaWdy0kxduU3ctD3JTJP2IJl2mmaxx45tSZZkWaI2iru47wCJHSAAEgABkCAJYvkfyO8zycn3fZ35Dv7yjCdjj2JJFPj7ve/z3Pd1HTp0iNaOer0ejx8/RjqdhlqtJq5lMpnE888/j5s3b1IPg32dpVIpfv3rX6O8vBznz5+HWq3Gb3/7W9TV1SEajWJra4tWo4FAACqVirDujKORlZUFmUxGuHx2GmEmJublKC4uxt27d//kesqyDrOzs7TvD4VCcDp1ZmGNAAAgAElEQVSddKrk8/koKysjWzcD/jJCFIPr+P1+YlCsra2hubkZ8/PzVCSrra2F2+3GwYMHMTk5iXQ6jampKRw/fpywgmxwzF4subm5FHhi1ySpVIqjR49iYmKCcHbshMjM3vv7+0SNmpqaohWsy+WiwtmjR4/+f71K9AD4OoBjHA5n6su/zwL4KYCTHA7HAuDkl/8MADcBWAGsAPglgD/7f/sJMpkMxsfHsbS0hOHhYXz22WeQyWSIRqOw2+3E2WcQj7a2NrL/lpSUoLi4GKlUCp9//jmkUin6+/tRVFRE0hSmhWOZhy+++AJzc3NwOBwwGo3U+Y9EIohGo7BYLAiHwwgGg7BarfShEYvFZHNmgZ2enh5wuVwcPHgQ6+vrlPjjcDhUj2ZI+lOnTpH+jD1oWDVbJBLB4XBgdXWVoDFcLhdGo5HqxB988AEEAgE9gLq6unD69GnqS+j1eiQSCVRWVhJ09NixY7TiUyqV+NnPfgYejweRSASbzYbc3Fxsbm7iyJEjKC0thVqtxt27d2loxZqgLpcLb7zxBiUUWb24vr4eJSUlkEgkOH36NIWZVldXCfR6/Phx6qsMDAzgzJkzNBTW6XQoKCgg0U5OTg45SBlCf3V1FW63mz74rKB19uxZzM7OIhAIYHR0FNPT06QWSCQS9M8CgQDMW6JQKKgzce/ePXz66aeoqKiAzWZDf38/PZAnJycRDAYJ2KtSqWCz2dDe3o62tjbYbDa88sorxGRg3/Q1NTU4fvw4cnJyIBAIUFVVheHhYerg6PV65OTkkGdkc3MTJ0+eRDqdRiaToVlTNBqFRCIhj+cfnzi//e1vg8PhIDs7G2azGVqtFtvb28QXdbvdMJvN9PIxGAz/a3z8/5etxONMJsPJZDINmUym6cu/b2YymWAmkzmeyWQqv/zf0Jc/PpPJZP48k8mUZzKZ+v+noSP7i7UI0+k0Lly4gIaGBly7dg07OzvE5ysqKqLKtdfrhd1up2KQyWQCh8PB2bNn0d3djUOHDpH8gwEzmXWaz+eDx+MhEAhQ6CUrKwu/+MUvUFNTQwlEAOjo6EBxcTEZjjc3N/Hw4UOsra1Bp9NRBp/5F15++WVUVFSgq6uLqrLd3d2or6+nNmA4HCbBaktLC8LhMIqLi0nHV1dXB7PZDLlcjunpaaJHMw/F9PQ05ufnYTQaKS/AEn52ux3Nzc20KRGJRLh+/TqePHmChw8f0kbhxo0bWF1dxdGjR5GdnY14PE7fALFYDG+//TZ2dnZw7tw5FBUVoaioCMFgEF988QU0Gg20Wi1OnDiBkZERupszIpbVakVpaSlGR0dhsVjgdDrxy1/+EqlUCrFYDEVFRXA6nTAajWhtbcWvf/1retBmMhkUFRWhpKQEoVAIJpMJMpkMly9fppIRg89yOBw8efKEyFglJSXgcrl48803YTKZsLa2hvb2dtTW1sJqtWJtbY1UeTqdDr29vWhra0NHRweGhoaQTCZRU1ND7o6XXnoJlZWV4HK5ePjwIWKxGL75zW9idnYWSqWSEqoMnhMKhQAAVqsV8XgcwWAQZrOZCM2tra0oKCigrVEkEkE8HodIJMLQ0BC6urqwu7tLnFGGFlSpVDCZTITxt9ls9HDPysqCVqvF4uIi/bo7Oztx+PBhzM7OAgBh+d55553/1YPh/4rk409/+tMrzPnHXJDM1iyVSgEAfr8fMzMzmJmZQVtbG/b39wmtNTc3h87OTvz+97/H+vo6DAYDent7qWilVCqJlbe1tUUrIPbF9Hq9FCbRarUoKirC9vY2QqEQBAIB/H4/WY+zs7NRU1ODTCZDnQHW2mRi0erqasjlchK8Tk9PEylqZ2cHeXl5KCkpwezsLLKzs4nLUFxcjOLiYvh8PvomuXPnDhobG2nGwlgGLHbt9/vR1tZGbUBW/FlcXKTBlsPhIEfj/v4+kskkkYz/+q//mo7bg4ODMBqNGB0dRVlZGUZHR6HX6xGNRmG1WvHKK69gZ2cHY2NjqK+vh8/nI8BtOBzG1tYWXUO8Xi/VyauqqogvwVgDAoEAZrMZFosFMpkMbW1tZNve2NhAJBJBZWUlNjY2MDIygtLSUiJLM+r1zZs3kZubC4/Hg1OnTsHpdMLn88HlcqG6upp8l6wmLZPJqJL84YcfksqPnf7KysrgcrkIQ8+w+uyksri4iMLCQlitVkQiEbhcLkK5sfKZXC5HJBJBfX09CgsL6WvFrog+nw/37t2DUChEOBzGsWPHaA7FOJBsFsZoUMPDw7BYLIhGo1hbW0NtbS0SiQRZrdnXA3i66h8cHERtbS3C4TA2Nzeh0+kwPT2N1dXVZysS/Xd/93dXGDiUw+HAYDCQrISZq2UyGaqrq6HX61FQUIDV1VW0tLTAYrGgpKQEyWSSWpTslPDRRx9RPHp8fBypVIq8EUw2w1ZPhw4dwv7+Pnp6ejA2Nga3241AIEBRXY1GQ9FTJpHVaDTE1WNQ1tLSUty7dw8Oh4M8Dqurq1heXkZWVhb0ej0CgQA1O0+fPo35+XlIJBIAT5N1fr8fTU1NiMViBNkAnroqGEWYw+FAIpGgqKiI7qtLS0vIysqCRqMhaU4kEgGfzydQC6MMR6NRQuJbLBY8evSI5gMsc8GGnWxG8uTJE7oLZzIZbG5uIplMIpVKkfzW7XajoKAAZWVlOHXqFAWsvF4vwVZtNhsuXboEm82G06dPw+VyIRAIoK+vj6CqLLjG5kkMda9SqWjFyePxEAwGaVNz5MgReL1e6HQ6+Hw+emAnEgmoVCrqcIjFYuTl5WFwcBATExMQCoWYmZlBMpnE0aNH8eGHH8Ln82Fra4sCTbFYjIbOY2NjxKPkcDhUbjp16hSePHlCBq29vT10d3cTPdrn8+HMmTOQSqW4f/8+jEYjtFot4QELCwuxuLiIxsZGgumylqzBYCDrdm5uLuH+otEoDWkLCgpIVMNQhwyRyOVyn70S1bvvvnvlrbfeIhclSxpubW3h5MmThB6z2Wxwu90YHx+nh0FBQQGOHj2K6elperqyuxtzU+j1enR1dWFmZgaNjY3g8/mwWq003GHWKYVCgd/+9rfkBWSgj2g0isrKSgKXsoYnS+oNDw9Dq9XSDp4drVtbW+mtIhaLCSPGBpaskwE83awwrdzp06extrZG/kKLxYLs7GxEIhE0NTXh/v37yM7ORjKZpIeYxWIhNH4oFILBYEBXV9ef2IjYaWhycpLmKw6HA2KxGH/2Z38Gn88Hm81GJzJWVOrs7KRMwdbWFrq6usipwIanLNV58OBB7O3tgcvl4saNGxRaY96M3NxcWs+y+UZLSwvcbje6u7vJb8EI4azfwOrT2dnZNCORSCQUAmLH6tu3byORSCAQCNBbv7y8HAMDAzQPysrKgkqlIhXgpUuXyK3BID1WqxXNzc3w+/3IZDJ4+eWXEYvFKAfD2J+dnZ2YnJxEb28v3n//fUgkEmi1WjQ2NmJzcxOrq6tYW1uD3+/Hd7/7Xfp1VVdX0/DUaDTCbrdTRoc1gdlp8sKFC3SiYdV5AGQXW1hYIMktu5YvLS2hoaEBo6OjZNQaGhp6th4MP/nJT65MTEzg8OHDsNls1IAbGxvD+Pg4srKywOPxIJVKUVFRAQCYnp6GVColh+HGxgaOHj1KtKOTJ0/C6XTi0KFDmJiYQF5eHiQSCZaWlrCzs4OamhqqJ1utVhw7dgxPnjxBXV0dmYq5XC5Onz6N/f19zM3Noby8HD6fj75pGDaOob1kMhnBRQKBAPR6PUZGRpBOp3HgwAF6A9jtdigUCvJeGgwG+nA7HA54PB4KGxUVFaG3txd+vx/T09OQSCQIBAJ03TAajRT/zc3NxePHj5GXl4e8vDxcvXoVPB4Pu7u79A3JKFLt7e2E2z916hSGhoZo4FVZWUlKv4WFBUgkErpOFRUVQSwWE9V4c3MTMpkMNTU1SCQSRPKenp6mN9qxY8dw69YtqNVqKvr09fXRWnZ9fR0bGxuw2WyQSqUIBAKoqamBx+MBj8ejPMK5c+fw5MkTdHV1ob+/H6WlpVhYWKAH++3bt6HVapHJZEg+fObMGbpWbW5u4v79+4Sat1gsuHjxIqxWK5LJJIFo2EMsnU4T9YkN+xj85sGDB9jZ2QGHw0FpaSnsdjvy8vJw/vx53Lp1i6zhr776Kr3pb968ifHxcZSVldGb/cCBA5icnKT8gtPppIEpIzYxz+jg4CDsdjsaGxuh0+kQiUSwvLyMdDqN4uJi7O3t0Xaoq6uLrrqBQABmsxl+v//ZejC8++67V55//nmsr6+joqICExMTFDFl4ZnCwkLE43F4vV5Eo1G89dZbOHLkCHZ3d9HQ0EDHaTaNX1xcJCuxRCLB6uoqYcDr6upw8+ZNmmVUVFTAarVCrVZja2sLs7OzJEV98OABjEYjqqursbKygoMHD5LSfnp6GuXl5fD7/Th48CDJTWQyGdmqjxw5ggcPHuCHP/whPvroI0xMTCCZTGJpaQlOpxPpdBpFRUVEk+bz+dT//8Y3voEPPvgAHo8H4+PjOH36NHJzczE7O0v7etaqLC0tJSYgIyCxN5fX68XFixeJSJWfn4/c3Fx6oyuVSgwNDUGr1aK9vR0WiwUjIyPgcrno6uqih4NUKsXc3BwJVRkg5+TJk5iYmKDNy3/+53/i+PHjVOXWarXEWvjj62F1dTXKysrIuP3WW28RvYsRtQwGA+no7t69i8bGRkxNTeHIkSMYHR1FV1cXNjc3wePx4Ha76ZrFYCV2ux1jY2Pk6fzqV78Kq9VKDVSGUSsqKqJ/x1akJpMJ165dg8lkooHxwsICha7efvttLC8vY3t7GzMzM6ioqMCDBw9IRFNeXo65uTns7Ozg9u3baGpqgtvtxrlz57C6uorDhw/j6tWrZEELBoP0UhSJRFAqlTh69CiZv5RKJc6ePYvPP/8cQ0NDVL5zOp2QSqUUptrd3UUikaAQWG1tLbvKPFsPhp/97GdXSktLYTKZ8PjxYzq+M5JNa2srrFYrxsfH0dHRQW8Zp9MJp9OJ3d1d2oP7fD6k02lwuVyEQiF4PB7SpTN+n1arRTweJ3tSUVERlpeXYTKZoNPpyGidm5sLoVAIm82G2tpaCAQCfPbZZ9jd3aU4djKZRCwWQygUQjqdpvirXq8n5mRBQQHC4TBkMhnm5uYIHsOktOXl5ZicnMSpU6foWFlTU0PCkaKiIhQUFFDHoLKyEs8//zzRqNkgb2VlBRcuXCBoDasVd3d3U38kGAwik8nA5/NBr9eDz+fD5/Oht7eXfJ0WiwUVFRWEbAuFQpiZmSEQqUAggFAopEj0zs4OHA4HXWlYMYpp2WZnZ6HT6RAOhymLUlNTQwlTtpd/+PAhSktLIRQKsba2ht7eXppJMCYiG14KhULcv38fPB6PPKHMofn1r38ddrudHKAmkwkSiQTxeByDg4Ooq6sj7JpOpyN9ncPhIGGuVquloXF2djb1SYLBIF1df/GLX5AQyGAwUOR5YmICarUa09PTOHz4MBYXF2mzcOTIEfT19YHH42F6ehqVlZUoKyvDxMQE8vPzcebMGfT390MqlWJqagpbW1uw2+10CpXL5VhbW0NVVRW1Vre3t2E0GvHCCy8QZo7D4RC9jG18bDbbs/VgePfdd69IpVLs7u4iEAjg4MGDEIlEaGtroye03W5HR0cHdnZ2UFdXRzv7nJwcaDQaPHz4EHl5eejo6ACHwyEsuV6vRywWg16vR25uLmpra8kFOT09TanFuro6Am/6/X5q5CWTSWxsbNDMAQCKioqwublJ8A3WAGSQkYsXLxLQpaGhgUJKa2trKCsrQyKRgE6nI7S4QqFAQUEBHj9+jIGBAdKjSaVScDgcJBIJHD16FE1NTbBarbh+/TptK6xWK3w+H3Q6Hfkzmey2sLAQNTU1uH79OqUlgaecyHg8jvLycgiFQuzs7GBkZAQqlQoqlQoajQYbGxtIJBLUYWANvdraWjx8+BDr6+tUHLtx4wa5Pux2O2QyGUlfXS4XfvCDH+Cjjz6C0Wikb16n04nTp0/jwYMHaG1txRdffAGTyURXvKWlJcRiMZSUlFCD0Ofzwev1Uo+it7cXKysrlBHgcrk4fPgwDXeFQiHm5uaQk5OD06dPw+l0wm63Qy6Xw+PxoKysjNyjrBnKwDcM188sV6zeztbITDak1WoJNZeXl4ePPvoIe3t7NJcKBoNoaWmBw+GAWq2Gz+dDc3MzYrEYUa0XFhbQ1taGwcFB5OTk4PDhw9jc3IRKpcL+/j6VBhUKBXg8HnQ6HSoqKigCrlarEYlEMDY2hq2tLVRUVMDn8xGejhXhnkl3ZXV1NXw+H44fPw6bzYYjR47gk08+AZfLRTAYxP7+PoRCISKRCMbHx0lOOzU1BaFQiO9+97vwer3Y39/H48ePIZPJUFZWBrFYDL1eT+KVcDhMLgeNRoPvfe97uH79OuRyOfb39+Hz+dDa2oqxsTGsrq5ic3OTbNbLy8uwWq20NmJNt3Q6TR2O/f19pNNpOJ1OvPrqq/jNb36D0tJSPHjwAKdOnaLj6B8blldXV2mQmpWVhQsXLsBqtQJ4mvFIp9OYnp7G5OQkFAoFioqK6M1UXFyM2dlZQuSLxWIsLCygqqoKFouF1GVut5tyBMy8BDzN4jMvxNjYGKLRKKqqqqBQKDAzM0P+RZbo7OrqIoVdSUkJrSUHBwfR2dkJv99PiPRoNIpvfvOb5K68du0aDAYDCVSYZWxlZQXd3d1UtGKQntLSUszOziKdTuOll17CwMAAKeKj0SgWFxchl8sJqnL06FFYrVZMT09TrJ1xNZn5nOUh9Ho9FAoF1tfXabMlFovhdDpx9uxZ2L+0i83Pz2NlZQVisRjt7e3w+/0IhUJ0QuRyufB6vYhEIvTZUSgU4PP5KC8vx+bmJp1YWddiYGAAFRUVqKqqwh/+8AccOXIEw8PD+OpXvwqPx0ND+MXFRXg8HsRiMRiNRmpqMv5Df38/8vLyaCvG5/PR09MDi8UCm82G559/nrYzmUwGa2trz9aD4d13373i8Xjw2muv4fHjxxAIBJiYmIBcLsfq6ioMBgNhzzUaDQ3OmpqaMD8/j52dHWxvb6OhoQETExNoaGggp6TNZoNKpSJHBWvmtbS0ECGJuRU4HA48Hg9cLhep4Bjirba2FlqtFqWlpVTuYm+QUChEKUH279nGgUFKQ6EQPvvsM5SUlBDG3mw2g8PhkJtQIpFgf38fvb29kMlklG9gbx2mnlMqlYhEIrQdEYvFaGpqwoMHDwAAly5dIgFPd3c3vF4vampqSFvGjE6NjY2YnJwkDNrly5fJpBwOhyEWizEzM4Pz58+joaEBwWAQCwsLePPNN/HgwQNkZ2ejrKyMoKOMDclkuQ0NDTQpdzgcqKyspI3F3t4eMRSZTm9xcZHo4Oyawa5g9+7dQ01NDfLy8uB2uyl/wkxj7AHJZiuM8JWbm4vh4WFUVFTQKYwJYdg3TFFREVZWVqiGff/+fbpCVVdX06B4b28PPB4Pubm5OHr0KOn5OBwOmpubCTbb2tpKsFu/30/DWfZ7Y6lbdg1lpzlm+gYApVKJra0tvPDCCxgdHaVocyKRQHd3N4FvxGIxDAYD1tbW6LPMrnzMk8K2Sv8bgtP/NQ+G2tpa7O7uUh6AgTkPHDgAqVSKhYUFyOVyCIVCOBwObG1tUb4feCoAmZiYwOLiIhoaGgin5nQ6yfIUCARIHsI6FfF4HMvLyzh06BDKysrgdrvR0dFBkWi24mKC3IaGBjgcDkLG9fb2oqioCBKJBAqFgibozc3N4PP5VNdNJBLY39+nLALL7jOXITuBpFIpXL16FU+ePKFKtNFohM1mg8FgoOIW++Zid8zq6moMDQ1BKBTC6XSSF/PatWvo7e0Fl8uliTpb1Xo8HojFYlRUVFDjr76+HsFgkPgB3/nOd+BwOLC0tET4vKmpKSiVSrrfG41Gyht4PB4SrQCAzWajKxU7WbFTxxdffEFSWEZmZiyOvLw88Hg8tLS0EFzH5/NRvJeVy9gDnFXtmbV7bW0N8/PzKCsrg0qlwsTEBLKysiCRSLC1tUWDawaJBYCRkRHKY2i1Wmi1WqJEh8NhKBQKVFdXY2ZmBjk5Odjc3IRSqcTGxgaWl5fpaxmPxyEQCLC+vk4Pby6Xi+HhYRp+Lyws4OzZswiHwxSP9vl8KCsrI8Ex44YmEgkKp3m9XuI8bG1tEZCXOU6YikCv1yMYDKKwsBBcLpddnZ+tB8OVK1eu5OfnI5FIYHZ2Flqtlj4krLAjEokQiUSIIJTJZJBKpSAQCMCuIYwGLBAIMDU1hf39feTm5lIIRqfT0QmktbUVm5ubdFUJBAIkGJFKpbTSqqiowMLCAs6fP4/s7Gz09fURsyCTydDM4tChQ9SMlMvlSKfT0Ol0MJvNNDwzm80kFOnv70dzczNZvNldOi8vD01NTWSMZu7CUChESUY2mGXk5sLCQmJCtLe3o6amBpFIhHIDjGp08eJFuFwuJBIJxGIxNDY2ErmJzUxYF+LFF19ETU0Nbt26hZWVFSSTSWp2MsQ981IGAgFkZWVRTF2j0WB1dRWlpaWYnp5GfX097t69i2g0iuXlZdTV1eHBgwd0omBUZAadsVgsyMvLQyaToR/HjFFLS0soKCiARqOBXC6H1WqlAls0GoVKpUIoFMLQ0BC+//3vY2pqCl1dXUS9Wl5eRiAQwOTkJPlCFhYW0N7ejmQyiXPnzpFMRi5/ihuJxWLkPWVou4MHD2JsbAyJRAI8Hg8lJSUEnmUhrb6+PpoT/OEPf0BnZycJg1hTkn0Op6amUFZWhqWlJfJSnj17Fjk5OXj48CFycnKg1WqpN+NwOBCPx8lExlCF7Err8XhQU1MD5mv5klD1bD0YfvrTn14pLCyEXC5HT08PXC4XlEol7ciLi4upUu3xePDnf/7nBDJlAlkWVvH5fNSKGxgYgNFoRCQSwauvvkqtRVawcrlcpC1nnsacnBw8ePAAyWSS9vWjo6PkEnQ4HJDL5USuPnDgAHQ6HZaXl/Gb3/yGvJhCoRCbm5tEEZqbm0N1dTXu37+PwsJCkuayotjCwgLy8/Oxt7eHxcVFZGdnkz+grq4Oq6urGBsbQ2VlJTEitre34ff7sbKyQm9vVq/u7+9HQUEBfcAFAgGmp6fB4/GoX7K0tAShUIi+vj5otVocPnwYAIh+PD8/T44MNutgq7qhoSGa2wQCAbpyFRQU0CkgFAqhubkZgUCACFLA05Mbi4WHw2EaitbU1GBiYgIFBQXY3d0l2M309DR0Oh31VbhcLjKZDEZGRnDixAkUFxeTS4LlWLRaLQWo+Hw+cnJyMDk5iVdeeQWTk5M4efIkcnJy8Pnnn6OyshKZTAbt7e0YHh5GXl4eAoEAZmZmoNVqiR3KhEQSiQTBYBDJZJLanq2trZDL5VhaWqJhdG1tLaanp1FbWwuRSIQXX3wRs7OzlHZNJBL4/e9/j1AohFOnTgEADAYDxsfHUV9fj3v37pF1m/135+fnodFooFaryeA+MTFBjVBWmKuursbk5CTq6+tRV1eHYDCIubm5Z+vB8K//+q9Xenp6sLm5ScdW5ojMZDLwer342te+Rly8kZERPHr0CFtbWwBAUlKTyQQ+n0+ZB4YGX1xcxOeff46srCw8fvwYZ86cwZ07dyAUCrGxsYFwOEzkZCYe1el0yM7ORiAQQCAQQCgUwtraGv77v/+b+Afb29sMyw0OhwOBQIDS0lKIxWLi8ykUCgwMDFBD9PTp02TOViqV9BZi7s2qqiqyCbGmp9frpSajxWJBZ2cnotEonShEIhFKSkroIcb6CoWFhejt7cXOzg6Ki4vR3t6O//iP/8DJkychFAqxu7uLyclJwsWJRCIoFAoEg0EAICNTa2sr4vE4pFIpioqKUFlZiWg0ivLycmxvb8NkMpHHoaSkhDY7KpUKQ0NDUKvVqKqqwvr6OpGeYrEYnE4nxGIxTCYTfD4fNjY2sLOz8yc49by8PBgMBszMzEAsFqO4uBinTp3CwsICamtrcffuXcRiMbS2tsLv92Nubo6KXR6PB+FwmN741dXVcDgcBMWtq6tDV1cXbDYbnE4nOBwOJicnUVpaCi6Xi3Q6ja6uLtLdVVRUIBKJQCwWY3R0FLFYDNFoFM3NzVhYWMDKygpd/0wmEywWC9RqNe7fv4+CggJ6c+/t7aG4uBg8Hg+VlZUQCAS0EWHwFqYB9Pl89OJiLNNMJkNJWwDY2NigK3JxcTHF1FnDlEXL7Xb7s/VgePfdd68AgFqtBofDoYcCoz2rVCp88MEH0Gg0sNvt1G1g2waGy2a2HbaHnpubw+bmJiKRCC5dukQkpdbWVkgkEqRSKaytrZGPMRqNwmazETDF6XQShLayshJarRZXr14FAJorMINQe3s7obkYx4HBTvb29nDhwgUkk0mMjIyguroaIpGIWndtbW34/e9/D61WS74Jt9uNyspKOoqyafzU1BQcDgedntrb2zEyMoL8/HxClEUiERQXF9N9vb+/n9aaZ8+epbo6e1vz+Xysr6/D6/VCoVBgd3cXVqsVOzs7sNlsEIvF0Gg0uHPnDvb29nDt2jX09PTA6/WCx+MR1CQWi6G2tha/+tWvcPr0ady8eROXLl2C3W7H8vIyysvLsbS0REGqkZERnD17FsvLy4jFYnj06BGqqqpIC5dMJkkok0qlCPwSi8VoTckGsYlEgq4SOzs7BN9lGQeNRoOqqiq6EorFYjx8+BBms5kkuhKJBHa7HSaTiUpKTNjb2toKRhrb29uD1+sl/aDH44Hdbsfly5dx9+5dUgyw+cDXv/51xGIxVFVVUffm008/JXhvRUUFpWflcjmWl5dx//59lJeXY2ZmBtXV1dSF4XA4JBNSqVT47LPPoNPpKJA3Pz9PMxpm6xocHMSxY8cwPDz8bD0Y/umf/ukKe/qtr6+jra0NSqUSE1Q2bE4AACAASURBVBMTdGdlK6OzZ8/C7XaDx+PRPjo3NxcbGxtEUpbJZBgfH8cPf/hD2Gw2fOUrX8Ht27cxMTGBVCqF4eFhnDx5ku7tbHLc399PhF6Px0Oa+p2dHcTjcfT09ODjjz8mkzU7goZCIfpxHR0dlKEPBoNYXl4m+pDBYEA8Hoff78fu7i6RgRgxmIWwGJj1/Pnz6Ovrw4svvoiJiQmsrKzg7NmzkMvlaGhoAJ/Ph16vh9VqpSZiNBqFWCyGWCyG2WwGl8ul+UAikQCXywWfz6ekntVqpWtZXl4ewuEwBgcHUVpaSkYtFkLa3d1FJpPBxYsXKbrtcrnQ29tL15LPP/+cHj58Ph8PHz5EZ2cnOjs7MTMzg+zsbPj9fnA4HGRlZaGwsBDXrl1De3s7srOzkUqlwOVyEYlEiBkxNTWFaDSK4eFhyGQyrKysoLGxkezVjY2NqK2txeLiIiKRCE3ka2tr0dzcDLFYTHamtbU1grUyfR6jZGu1WhLXXLp0Cf39/Th06BCxRre2tjA1NYVjx44RMyOVSiGTyZAAWCgU4uzZs7QyTqfTcLlcMJvNcLvd4HA4aGhoIN4jI1cx7Nvq6ioqKyvxF3/xF3C73ZDJZDCZTPj0009RXV1N5O7Ozk709/dDpVLRdYWp9AoLC3Hjxg0cOHAAv/vd7yh/88y1K997770r5eXlkEqlFNKIx+MoKCigOGx+fj5VZsPhMDn7VCoVtre3weFwaDW2u7tLNiCWe7BYLEgmkwgGg6iqqiIJaGNjI8LhMPb29mAymdDc3AzgKSbL7/dDJBJRKcnr9ZLEVKfTIZlMMr04bUfcbjd2dnYwOzuLoqIiCIVCTExMoKWlBbm5uZicnCRILOtdsDe3SCTC8vIykskkKioqcOfOHajVaty8eRNyuZx+joqKCoyOjiIrKwsbGxt012TaPvaBLS8vRyqVQn19PT788EPI5XLs7e1Bo9FAIpGQAIetwZaXl3Hq1CmCu4jFYkKYVVZWwmKxID8/H6Ojo2hoaKBOB5PVsC6JTCYjCtbp06exsLAAr9dLLEYGYWFUK0bbvnPnDvk9WAxYo9FQpLe6uppOKQykq9frodfrMT4+DolEQro/5lFg2561tTXk5+djamqKmBRyuZyGtyxRKxQKAYAq7alUCocOHcKDBw8oAyKTyYhcdeHCBdy5cweBQAAdHR2kiIvFYnA4HMjKykJ3dzd91rKysgA8vSbW1dURrGd7e5s6ETabjbpBLGV68OBB6PV67O7uoqqqisxdzKbNaFA2m40SkQsLCzCZTJRp2djYeLYeDD/5yU+uRKNRpNNpyGQyGrCxYVU6naZkGfP+XbhwAYFAgD4ADGrK2mff+MY3MDg4CD6fTytCBhLd39+nAafT6SRZDQCMj4/j8ePHKC8vJwhoSUkJyWnX1tZw/vx5cjcoFAoAT3kRZWVlcDqdNJ+IRCLQaDSEhrPb7VAqlTAajSgtLQWfz6fEJAOmaDQaJJNJ8l2yOCv70C8sLECn0yEYDGJkZASBQADNzc0YHBxEUVER7HY7ZSqWl5ehVCqxsrKCpqYmHDx4ELdv30YoFEJ9fT3xLS9cuIBIJEKMTKPRiI8++ghSqRQ6nQ5tbW0YGBigb0aJRILh4WGUlpZCoVCQ4VkgEKCtrQ16vR737t2jjUcymcT29jYymQxdrxQKBXkv8vPzUVpaiqamJvD5fJw8eZLe8k6nk0S+fr+f5gIPHz6kNaBAIIDH44FAIKC+C2NxCIVCeDweHD9+nKrvr7/+OkwmE7a3t2mtfO/ePTQ0NOD69es4d+4cVlZW8Morr0AgEODGjRvUbGTgFLvdTsUplUpFmZGsrCwsLCyQTMfj8WBiYoIUeY8ePYLL5YJEIkFubi695dfW1pBMJiEUCslyxtbpfr8fkUiE/ozff/99LCwsYHx8nHocrJLO4vc2mw2NjY2Qy+UYGRlBcXExHA7Hs/VgeO+9966wIRMbtlRVVZFm3Gq10tGtuLgYmUyGsvHb29uQSqVIJBJIJpN49OgRNBoNRkZGEA6HkZeXh8LCQhiNRiqX8Pl8qqwyzHdNTQ24XC5tA5gQt6ysDNnZ2bTCcrvdtB41m83UlGRsvvr6eqysrJA/MRwOkwJeLpeTYHZtbY36CjqdjjYkN2/eRHl5OT755BPEYjGoVCo0NTVBoVBQNDeZTEKpVKK4uBhvvfUWbty4AaFQSCRkr9dLeDC9Xo9z587h/fffp34+I2Oxt88HH3yA1dVV1NfX0/+XHf1FIhEh4dlalAFUA4EAxsbGkJWVhfz8fCqMsf8+e1AZjUYsLi5Seo/9HE6nE9FoFDwej6Ln0WgUZrMZzc3NmJiYwNe+9jWYzWb09vYiGAxCIpHg2rVrKCkpgUqloo6LXC5HR0cHxGIxsrOzqYjn9XphNBqRl5eH8fFxaDQaOBwODAwMEOSHTf7VajVBWHp6ejA9PU1INBbLZz+OWb7YNaeqqgozMzNYWFhAdXU1lpaWEI/H0dTURCczhhPY3NzE5uYmOjo6qO8TCoVgt9vR0vJU3DY2NoZUKoX+/n4AT8XFmUyGVtzf/va3iZvBoMLs8y0WiyEQCDA0NIS6ujrk5+djdnYWkUjk2XowXLly5UpdXR0l5Bg1eXFxkXRgarWa9u2sd8DSkOPj4/S0ZMf0VCqFzs5OChIxkKbD4cDOzg7W19extbUFn8+H9fV1bG9vw+VyoampCePj4+ByuWhubibxCINnOJ1OZDIZGAwG6HQ6qNVqgoiOjo7i+PHj6O/vh1AohEAgwOLiIolKmeF5bGyMUGTl5eWwWq04dOgQfv7zn4OtbUtKSgiq4nK5kJubi1gshjNnzuDTTz+lrMD8/Dw4HA7JfNPpNPLy8vDWW2/hyZMnMBqNdD+dmpqiNavBYMDS0hJsNhuxBEtLS2nYyjYD4XAY4+PjyM7OxtraU9B3IBCA2+0m3Bw7GbCZDbNysXgzn89HQUEBeDwe8vLyEI/HkUwmUVhYCJlMhng8Do/Hg729PZSWlqKvrw8ul4uiyZOTk1AqlSgoKMDGxgY4HA49xLRaLe7du0cxaZfLhbW1NXR0dFBkGXha0/+rv/orMoe98cYbxEvQ6XSYmppCKBTC7u4uVCoVZmdnSUMglUqRyWQIvnrz5k1sbm5C/6X6UCKRkPyWrdCLioooG8Hq5SUlJcjPz4fP50NPTw9CoRA5NthfFRUVSKVS0Ol0xBll2Qi20WB1fVaDHx4eprUpc6GwWVIqlUI0GmXX3mfrwfAv//IvVxgkw2QyIRqNYmlpCT/60Y/w8OFDKJVKfPbZZzhx4gSAp8f2/Px8WtFJJBKsr69T1sHpdJJNiiXX/vIv/xKpVIrueHV1dfQNyUSorJTFoBfb29tIpVJE+mXKO6PRiMHBQfomrKurI87AvXv38J3vfAcKhQLT09Po7e3FwMAAUZWnpqZw7tw5EvMODAxgf38flZWV0H9pSGpoaIBOp6Pj+eTkJGw2GzQaDZaXlykUdenSJTidThw4cADRaBShUAharZbum263G1tbWzh69CjcbjeOHz9OKjuz2Yx0Oo1gMIi2tjZMTExAJpORGzSZTGJiYoJSiXt7ezhz5gx93RkBa3t7GyUlJVAoFLQitdvtcDqd2NvbI/uzzWaDQqFAKpVCMpnEwMAADhw4QK3FN998E4lEAuFwGOXl5WhoaEAgEMDc3BwRmc1mM5WHWJ7CarVSi5LV7VUqFRQKBTgcDuHvmaZQr9dDqVTC7/djYGAAhYWFBNFh7cXCwkJSwmVnZxMzo66uDrOzsygtLYXZbIbX60Vubi6kUikaGhpw4sQJ/PKXv4TBYIDFYkFOTg7C4TCAp7Mnm81GvRTGIN3b28P9+/cRj8cRj8dRWFiIhw8form5mXIT+fn5aG9vp68309fx+XwMDw+TUEen01G5jcPhQKfTQSAQYGFhAR0dHc9ejuFHP/rRlcbGRmryMVHG3Nwctre3kZOTgyNHjlDzjTEZZDIZmYMZ7quxsZF4f0VFRYT6ikQimJ2dJXycxWKBWCzG0tISWYlCoRCZjHJycnDv3j1wuVwKjYyPj+N73/serl69CoFAQIMrv9+P1dVVKrNsbGwQrn1nZ4fIzm63mybVf1xdlsvluHPnDp12JBIJSkpK4HK5iNzMKEwMFc7n8+kOPjExAalUCrlcjq2tLRrSlZWVYXNzEzabDePj4/S1WllZoewDyxccOXIEV69epWHr/v4+urq6MDAwgHfeeYfyHmq1mqArs7Oz9LCTy+XUBaitraUOBovpptNpyOVyJJNJBAIB6HQ6ACCG4fvvvw+v10tyoampKezs7ECv16O8vJzVhsm2FIlEiCZ96NAhmulUVVWR7i2TyUAsFiOZTBIJanh4GKlUCnt7e7SSZGpDj8cDuVxO6cFQKASlUgm73Y5EIgGv10tIvb29PSSTSfpssLc/Uxaw1TKDrWi1WvKiTE5OEt3r+9//PrU7JRIJMSWDwSCysrLopPzgwQMIBALweDz6OrW1tVFYLpFIIJFIoKuri4J0zMy9sbHBil/P1oPh5z//+RX2m25vb4dAICAyTU5ODgoKCkgi43K5CKvOhj/sKMXYDExK63A48NJLL+F3v/sd5HI5rR+zs7NRW1uLvLw8HD9+nMItjP8glUphMpnQ3d2NpqYmDAwMoKysDCaTCaOjo6ipqYFGo6G+AUufhcNhFBQUwOv1QiqVQqFQoLe3F+3t7fj3f/93mo+w6i7Dzns8HmQyGXC5XLS1tREn0ul0Yn9/HzabjVB3TIbCrNzsoch21gyFzwAi+fn5SKVSqKurw/7+Pu3e2dCPrUg//fRTqNVqAE8jwGyKr1AocPv2bej1eqRSKdy+fRvV1dVQq9U4duwYrFYrGhoaqH+xurqKhoYG2gyw7VBzczOcTicN0lgO4/Dhw7hz5w7dvY1GI52gmGGaDYjFYjEOHTpEg8PCwkJ6UWxsbMDj8eDChQvwer1wOp3o6OggU1dtbS3m5ubQ0NBAsF622fL5fESgYn9GGo0Ge3t72NjYoKvr8ePHsbKyQgwNmUxGQ1WBQAC3201wWHaiYnao3Nxcmk3E43FMT0+jra0Nv/71r9HZ2UnI+9XVVZoVxeNxiMViWCwWAtoKhULIZDKo1Wrk5+fTIFcqldJ10WKxUNmO9T2+5Ew8Ww+Gv/3bv73y+uuvU3U1Ho9TNt1kMlF9leUXGhsbyc7z+uuvk13J7XYTm/8HP/gBRCIR+vr6iK8oFosxPz9PseXNzU3cuXOHhotscMVWbrdu3aIMu1gspvvy4uIiWlpacPPmTXR3d5MXMRwOU1iGNTrZcCk3N5fwcIymXFNTA4fDAR6Ph6amJvowjIyMUAfEaDRia2uLjqBra2vIzs4mdgUDlm5ubhJkJJFIAAByc3Np1Ts1NUVvVpFIhLm5OWxtbeHUqVO4evUqnn/+eUgkEly+fBmTk5Mku+nu7obZbKYeCfNTsrSow+EgxyiPx4Pf78fY2BiUSiXy8/ORyWQwOjpKISiHwwGTyUTIsrm5OWIbsgQmM3KLRCJcu3YNly499SVXV1djcXER/f390Gg00Ol0EIvF4PF4WF9fR25uLsxmM62rt7a2aIPk9/tRWFiIZDIJi8WCTCaD6upqcLlciMViqnczbiXD7LW1tVETdGhoCCUlJfQQycrKwvb2NpxOJ8rKyiASiSihmU6nIRKJqFBlsVjg8/koH/Pyyy/D7XZDIpFgbW0NUqmUwnHf+c53kEql0NXVRRmb4uJi6mA4nU5a24+Pj5Nb1GKxQKfTIZFI4OzZs9jZ2SH3aG5u7rPHY/jHf/zHKxqNBktLS6SYa29vp+Yas/WGw2FoNBrweDwMDAwgGo3iV7/6FWQyGbEVe3p6IBQKMTw8jJ2dHSIXM8IOe9Mz7JrP54PP5wOXy0UikYBGo4HBYMDU1BRqa2vJIcFM1myHf+PGDXzrW99CJBIhjH0oFCLz9vj4ON2XR0ZGyNHANh8mkwnj4+Pg8/no6OigwSHbJDAoaklJCa1MI5EIjh07RoLZvb09MirZ7Xasrq7C/qW+jW1qWHCHOR/YWu/QoUOoqKggVDujFfN4PMhkMrpX37p1i77puVwunjx5gtdffx2rq6sAgFQqRbwGq9VKHQh239/f3yezNQsZPffcc8RKYBo1lkf45JNPAACHDx+mqxlLJLJIdElJCWw2GxYWFhCPx7G2tgaFQkGhIgB0bJ+fn8fc3BxMJhPZu5iAKBaLwe/3486dO+jo6IBUKiVbFrN9ZTIZdHd3Y2ZmBh6PBx6Ph+AnJpOJZDt1dXUURGNxcQ6Hg6amJmxtbcFqteLIkSNU5mMyGyaF2djYQE5ODlwuF81x/H4/vvjiC4LfBgIBBINBiMVialuurKxQqbCiogJ7e3v0ECopKaF5RCQSQTgcfrYeDP/8z/98JT8/n8jHm5ubKCgoQCwWo2Qg4wsGAgGIRCIYDAayTqfTaRLbmkwm6lG4XC4UFRWhqqoKn3zyCQoLC5FKpVBcXAyFQoG7d+/Sqkyv1yOTyWBrawu9vb0IhUIIh8M4cOAAsrOzYbVaMTY2RivHQ4cOYW5uDnl5eRTFzsrKwhtvvIH+/n54vV60t7cTqYil9tbX16FQKDA3N4cjR46Ay+Xi1q1bKC0tRXl5OYCnRRq/34/i4mIiTHs8HgBPj9UMNx8Ohwkl98YbbyCRSKCnp4dODiwDMDMzg0QiAb1eT+q6sbEx+P1+gs34fD60tLRQtXdpaYmO652dnTS5Z/LZ+/fvI51OUzyXqe1YAWp9fR0vvPACAV64XC4KCgrAHKUMcMNCbRKJhIpm5eXl+Pzzz5HJZLC/vw+dToe3334bn332GcFZc3Nzsb6+jpqaGjrai0Qi+jUnk0l0dnbixo0byM/Px9bWFng8HgwGAyoqKtDX14eqqioEg0EcP36cHjByuZzW4VNTU1hdXcX6+jq4XC5efPFFtLa20oqcQXFOnDiB69evE14PAM0IeDweVedZMY3hApVKJaHsWUNTq9VSmCo7O5t+HobEZ5j6/f19Yknw+XyyjrEELhMIi0QiZDIZ5Ofnw2KxPFsPhr//+7+/8tprr8Hv99ObTiKRwOVywWg0ErGZmYanp6cRCASoQmy1WqnpxzDp1dXVUKlUdDx76aWX6Al99+5dtLS0UJiotLQUd+/eRVlZGTkgmYr80qVL+J//+R9kZWWRul6r1eLatWsQiUQAgGQyScPPjz/+GHK5nI7j7Gk/NjZG8BGj0Qiz2UwwWAaQZacWu92OM2fOgMfj4f79+3jhhRfoAcDEN7Ozs8jJyYFMJoNIJMKDBw8gEonQ399PO361Wo2FhQU899xzyMvLo6KOUqnEyZMnUVhYiLm5OYhEInR2dkKv12NgYABKpRKpVAoA6BrC4/EIUmqz2WhjwpiGly9fRiqVgt1up0ZjIpGgYI5SqaQsh8vlInz8/Pw8mpubsbi4CLPZjMLCQvT39xMefm5ujszNKpUKRUVFVA0/ceIEaQSGhoag0+mws7MDAGRNLy8vx8mTJzE/P4/8/HxMTk5ic3OTwmPpdJpOHtvb21haWkJPTw/UajVCoRB6e3tx+/ZtFBQUUCuUOTVdLhcaGxspE7G+vg6j0Uj8CIPBgJGRERQVFUGr1ZKdmvEfGMvx6NGjcDgcCIfD9GtmMys+n4+pqSmKub/99tvE5Lx16xZaW1vR29uLhYUF3Lx5EwKBgEC7FosFfr+fVpdms/nZejD8+Mc/vsLQ54uLi6S8X19fJ8aC2WxGUVERYrEYLl68CB6Ph/z8fKyvr0Oj0RDqO5FIEGGY6b5aWlrw8ccf48CBA1hbW8OFCxewuLiIhYUFBAIBnDlzBktLS9B/KYOJx+PgcrnQarW4e/curchEIhGkUik8Hg90Oh0mJydx9OhRwr+Njo4iPz8fGxsbyMrKotg0oyPX19djfX0dxcXFUKlUCAaDBJ9hUWM2zEqlUgSDMZvNpJVnWYGamhpkZ2dTsIn9fnp6eqhMIxKJUF1dDbvdjpWVFSpm7e/v07bC4XBApVLh4cOHkEgkmJmZofQgywxsbGyQXCeVStH0v7CwEAsLCzAajXSiWVhYwNGjR6klyeVySerDJDhLS0t0Gjhx4gSWl5dRUVEBk8lEpbTe3l7s7e3RaY1dIQQCAZ1WHA4H+vr6IJPJUFVVBZ/PB6VSCYPBQHXwtrY2uN1uxONxpNNp5Obm0umJcSQMBgOxCxhgZWJigo7zly9fxq1bt9DR0YGbN29Sn8XpdEKpVKKnp4dKUJlMhnIQrLbP4D5HjhyBSqUCn8/Hc889B5/Ph0QiAY/Hg5aWFigUCkpsssE229SJxWKsra3RTGNubo4M5WzrotfrKdjFGBrT09Ooqqpi+Y5n68HwzjvvXHE6nfj617+O3d1dqNVqOjby+Xza+S4tLdFbn2Gt1tbW6NrB4/EgkUgo9djQ0EB8PgAUNGH359LSUpw/fx7r6+u0LmLrQcY5iMfjUCgUiMfjmJ2dRXFxMdbX1xGJRCCRSDA+Pg6Xy4VQKESKsZWVFYpCJxIJbG5uIisriyAsGxsb9OGRSCRURrJYLCgvLyf2ICP+bmxs0KkkHo9jd3eX3JMsTBWPx9HQ0EBKNb1eTwNDiUSCzc1NdHd3EzatpKSEzFDsFAKAAjoXL15EZWUl+vr6aLUaj8exsLCARCJBXxe2QbHb7SgrK0NraysGBgYIDOv1enHp0iWSnjAcG8uTrK+vk4O0oaEBU1NTZMPa3NyEXC7Hzs4O8vPzEQwGMTg4SNxLVoRjD0aBQACFQoFoNIoHDx5Qh6O+vh6ZTIbamGazmbgLu7u7dEVkU/7BwUGYTCbC9ofDYerXeL1eAE8p1QwTPzMzg52dHYLV1NbWQiqVQqvVEgE6FAqRZpGdyBwOB7RaLXw+H4lsHA4HtYslEgnKy8tx8OBBNDc3Y3p6mrYULBQmlUqJ/sSuODwej+rZfD4farWa9XCerQfDj3/84yvPP/88njx5Ap/Ph/z8fFRUVGB9fR0ejwdvvPEGVlZWkJeXh729PfxxExMAFhcXUVdXR110hvtiqcGVlRXKEqTTaWI26HQ63Lx5E48fP8ZLL70EPp+Pu3fvwmAwgMvlIhaLoaamBtvb2zCbzTAYDJienkZXVxfEYjG9TXt6eoiio1Ao8NprryEUCmFnZ4eoU11dXVhaWkI4HKY/1G9+85sEQ4lEInjttdfw5MkTSKVSlJaW4smTJzQ0VavVZFVmYh02RGU1cUaqqqurQ2VlJex2O6xWKzY2NggPx9Jwbrcbf/jDH1BRUYHKykqIRCJqLcbjcbhcLkxNTeHgwYMUSy8pKaGVXmVlJUlNtre3odVqSTlXXV2NR48e4cCBA9BoNPj000+xsbEBLpdLmwk222HmboaHY2u2xsZG4l3m5ubS5kMgEFAPxOPx/AkoRq1Ww263o6ioCDU1NZibm8OBAwfgdDphNpvp5KPX63HixAm43W7s7e1Bq9WCy+Xizp071MZkNK2Ojg68/PLL+OSTT+B0OvH8888ThyMnJwcff/wxent7weFwcP78eQqLRaNRCAQCxONx3Lt3D7W1tVhZWUFFRQU6OzthNpshk8lgNBphMpmwurqKpqYmJJNJAtFyOBziYPb19aGhoYFsajKZDCUlJdTNCYfDCAQCMBqNhDMsKCiAw+GAy+VCTk4OVlZWnq0Hw3vvvXdFqVTC6/WioaEBjx49gs1mwwsvvIDFxUXCYwMgByGzVnO5XNTX19OQh30DO51Ocg8wO1Qmk4FSqcS9e/cwOTmJ8vJyWjHu7u7S9ePx48doamqi4RprV4bDYfzN3/wN8vPz8ejRI8TjcaoBMwT99vY2tfBYSaqsrAzhcBjt7e344IMPwOfzcfnyZVy/fp1YgWVlZVTy2drawvr6Oo4ePQqZTEbXh62tLRw8eBBerxcul4vanlKplII/zz33HF599VVcuXIFOTk5VKTJzs5GMBiESqVCSUkJFhcXcezYMbp2MErTzs4OFAoF/H4/tre3ia3IBoaNjY0wGo3o6urCv/3bv2F+fp4KbXw+H5OTk5iamqJIcSKRoGRiIpEg6Am7N7OcAcP5p9NpVFZWwu12E8aNfZPZbDY6iZw5c4Y2Ti6Xi/582GmOEb3Y54Eh2DgcDra2tjA/P4/CwkJkMhlkZ2dDr9fT1cjv90On01Hz0e12QyqVQqlUQiaTwel0wmq1IpFIQK1WY2VlBS6XCwqFArFYjFbGDocDNTU1KCsrg9lsxgsvvACj0YibN2/i7Nmz2N7expMnT9DX14fi4mK43W7k5OQgkUigpqaGNhFCoRAikQhNTU1wOBzY29ujngUAWu+zNnE0GsXW1ha4XC7m5ubw3nvvYWBgAE6n89l6MPzDP/zDFXYsY6ZihUJBR3Aej0cDHbPZDLVaTWsbAJRBMJlMpEdnYRKtVovTp08jJyeH7D18Ph8tLS2YnJyEUCgkwEdDQwOampoI1RaNRmEymXDmzBn09fUhNzcXi4uLcDgcqKioIBDrwYMH6STAYLXV1dWw2Wx/su9nrT92T/f5fAQYFYvFcLlc0Ov18Pl8yMvLg/5LaQ2zRnV2dtJJZGFhgb4Ohw8fxszMDFpaWiCXy7G4uEj9io2NDSJuCwQCaqR6PB6IRCJaAc7Pz0MqlWJjYwO7u7vkpxwdHSXDd2dnJ1ZWVhCJRLC0tESDLgDkb6iqqkJbWxuMRiMCgQCdJqxWK8RiMTKZDBobG6l+zT7AQqGQqvB1dXWw2WyIRCJwu90UPa+srMRvf/tbnDlzBhsbG0ThNhqNsFqtyM7OhlqthtvtRnt7O+7du4c333yT7uY2mw2HDx+m06BCocD29jai0SjRwQoKCuDxeKjlKJPJsLy8TMlIdhVTqVQ4deoUWazkcjkCgQCsVish4VgfhjkuOjs78V//9V+kGBwaGkJ3dzdyGDhFWgAAIABJREFUc3Ph9/uRlZWFixcvYn9/HwKBgE4DKpUK0WgUT548gUAgoCyNVCpFOBxGJBKB3+9HR0cHSkpKEIvFkEqlkJOTg0wmg6GhIcaueLYeDO+8886VgoICAKBSS0FBAaamptDY2Aiz2YyCggKYzWaIxWKUl5cjEokQnMNkMmFqago2mw2Li4uEFK+srIRcLqemGnsDsuPWt771LXpbsePpwMAA3Svz8vIIw87j8aBUKlFbW4vBwUHKosfjceh0OvrDZmWuubk5JBIJ1NXV4cCBA5Ta3N7epvXeyZMnYTAY4HA4MDc3h6985SsU0mLFKKZxZzQpttLKyspCMBhEbW0tHj9+DJFIBB6PB/uXQhXmiSwoKEBPTw8kEglsNhtaWlooPCSRSHDw4EFcvXoV9fX1iEajtModGxtDMpkkm3ZJSQnS6TRaWlpgs9lQVlaG/v5+6mkYDAZkZ2dDo9FgbGyM5L/s1FBeXg6dTkeEZ9Z7YIPIcDhMjdTh4WF6iLJIssFgwIcffohjx47RuvaPT0t6vR51dXUE4xEIBNDpdLDb7dBoNBgaGqK0Ikse+nw+CIVCdHV1gcPh4MiRI7hz5w4OHDiAx48fU1OSCYZaW1sxMTGBy5cvo7+/HxMTEzRYjcViZKEOBoMk4mWx6+XlZVgsFohEIlRVVWF3dxdtbW3IysqCy+UiWdD6+jrW1tZgtVrpa8teKixNyziaDocDfD4fOzs7JF3e2dkBl8vFc889h/v37+P/UPeewXGf593utQssFsAueu910XsH2AEWUVSxqMhqli03ObInk+JxorwzjmlZcUaTsd9MJnPs8YwdR47VLEsUm0iQYAUJove+iw5sQV+0BRbAng/Wcx975pzEmcl7JuIXyxREEgT2v89z37/fdfn4+Mh2aHFx8bP1YPj+978virqEhATJwatsgpK2qqQb/G5IExkZycmTJ2lvb2dtbY2qqipKSkro6uqSh4da6y0sLOBwOHjkkUckyefxeOjt7RV/QVhYGIWFhfj7+wtJeWdnR6CrOzs7knNoaGggMzOT1tZWeYCo/oWK+o6Pj7O4uEh/fz+dnZ3C7jt06JAkNBsbG6WI9Pvq8+npae7cucPCwgKHDh3C7Xbj5+eHyWSivr6eqakpnn32Wbq7u7Hb7aI7V8Tr2dlZSktLuXPnDisrK1JvVur6yspK5ubm+NWvfkVsbCx2u52jR4+KVFXh8sbGxvjCF77AxsYG3d3dTE9Pi0w1MTGRiooK7t69K3dylexbXl6WmLeKFmdkZKDVanG73bz44ou89tprQoian58nNTVVuIdpaWnExsZK+zAvL4+FhQWCg4NxuVzyoA4ODpYj/bVr16iurhaytt1ul0amy+UiJiYGb29vqYKrq6DT6WR2dla2FCoWrYS329vbjIyMkJ+fj5+fH+3t7YSEhEhhTeHd5+fnZWgI4Ha7iYiI+IMThCJPGwwGiouLaW5uxs/Pj8bGRux2u8Sgd3Z2SEhIwGAw4HK5BNefkJAgNHAVvQ4ICODMmTNiuL5x4wYLCwsiuH3iiSfIy8vjzp07n60Hw5tvvnlO4bdVEURFZpV+Xa/XS489JSUFAJPJxIcffshzzz0nRmqz2SyWIi8vL8bGxnC73Zw6dQqXyyUrQbViKygo4M6dO5w8eZLJyUm5i66srIhMRZWeMjIypMdRXV1Na2sr+fn5dHR08Pzzz+Pt7S2ryeLiYvlv3W43hYWFshJ75513iI6Oxmq1ynCvsbERjUbD4uIiAQEBciLS6XQS9a2rq+Pq1asUFhYyMzMD/C5UVVdXh7e3Nx0dHdhsNiEJBQcHMzAwQHR0NEVFRdICVTg8pYhXO/vs7GyZuivqT11dHfX19RKtVdcHhSOzWq2CaFdcgq2tLQoLC0UE4/F4hDmwv78v/g+lF1SzC8XqVHd6b29vUQBcv35dSlhf/vKXZY2rOiMtLS0UFxeLsk1Zpfv7+ykqKhK+Z0JCAlevXuXgwYMUFBTw8ccfC2auvLycwcFBurq6yMjI4De/+Q1+fn4MDAzwxBNP0NbWRnJyspio1buxere22Wzo9Xqio6NlyOp2u2VOVFVVRUNDAz4+PoKvKykpwW63ixSmurqasbExKWZFR0djMpnEGzE0NMTMzAw7Ozv09PRQUFBAeHg44+Pj+Pj4MDg4yGOPPYbD4WBqagqdTofT6aSvr4/Z2dk/+sGg8Xg8//EHaDS+wF1AD3gDH3g8nu9pNJoU4F0gFOgAXvJ4PDsajUYPvAWUAovAsx6PZ+I/+j0MBoNHlZqGh4cBpFE4MzPDV77yFaampkQskpqaKqCMpKQk3nrrLby9veUefeDAAa5fv05vby8nTpyQ9ZfFYpFizczMjDzxvb29cTgcGI1GEhMTefDgAdXV1Zw/f15qusvLyzidTpKSksS/oExMiteoyitqIHngwAFJ+s3Pz8tqbXd3V+jFHo8Ho9EoZi0VfjGbzZSXl/PBBx9QVVUlcW5Aehlms5nU1FSam5t59dVXuXXrFmFhYej1em7evElmZiYajUYqyNvb23R2dhIcHExxcTEzMzOsrq6SmpoqoJagoCBsNhtpaWncvHmTEydOyNXjk08+EaqWIi2XlpZKLFwRrJKTkwVMW1JSwttvv80zzzyDTqejubmZwsJCrl27xgsvvMDDhw+xWq2kpKTg5eVFb2+v9E/cbjdtbW2SyFTQHJ1Ox40bN4iIiBB2xcDAgORDxsfHGR8fJzo6muTkZJkZqAGsmk+1tbXxyCOP0NvbK1AdddpxOp08+eSTdHV1CVlrdHSU0tJSFhYWBEiseJ/9/f3i1MzOzqahoYEXX3yRK1eu4Ha7hUim1qkKdLO+vi5A4p6eHsrKyiTkZjKZaGxslNnOzs6OGLWio6PZ3NwU0M7XvvY1xsbGOHLkCG+99RYHDx4kKipK5gs7OzvcvXu33ePxlP0xDwbtH/Ex20Ctx+MpBIqARzQaTRXwJvC/PR6PCVgGvvrpx38VWPZ4POnA//704/7TH35+fty9exen04nBYBDacXR0NJ2dnTL5LS8vZ21tTQZbSiQbEBBAZGQkTqdTHIk1NTU4nU5CQkKYnZ2ltraW0dFRcnNzBdemtgBarZajR48yPj7OiRMnhA2ohC1PPvkk5eXluFwujh49KoOdxsZGJicnaW9vp7a2FqPRiMPh4NSpUwwPD/PGG29w+/Zt6urqyMrKYnl5mbGxMcm4q9mKoiWrok1eXh6hoaE8/fTTbG5uCluxpaUFq9WKw+EgJSWFS5cu8cQTT9DY2EhqaioPHz6Uu6yC06SmprKwsCAcQTW8VBFmJXj55JNPZIV39epVGaS2trZy/fp1AgMDee6559BqtSQnJxMbG0tycrIQtb28vMjLy5PhrPpvq6urefDgAQ8fPiQrK4ujR48SHR3Nhx9+yIEDB8jLy6O9vV3kvxcvXpTos5eXFwUFBWINb2trExO21Wol+VNtfGlpKTdu3GBycpLm5mbW19eJjY1lc3OThYUFFhcXJQS2uLhIXFwcmZmZ5OXlodFocDqdREVFSfsxMjKSCxcu4HQ66erqoqmpifHxcS5dusTKygohISF0dHRgsViYnZ2VNKlCq33jG9+QNaVqsapyV1FREaurq9y6dQu9Xk9wcDAjIyPy6yo6mV6v55VXXsFgMBAYGMgzzzxDdnY2Tz/9NGfOnCEpKUlktwr39vOf/5yoqCg++eQTtFotWq2WqKgo8Vb8sT/+0xPDH3ywRuMPNAKvApeBaI/Hs6vRaKqBcx6P55RGo7n26T83aTQab8AGRHj+g9/Ix8fHA1BTUyMJtfX1dba2toT9p6bkDoeD0NBQSktLBexhsVjQ6/UUFxdz69Yttra2MBqNTE1Nsbe3R3h4OK+++qrk2bOzs/F4PPJuW1ZWRm9vr0A3lpaWqKioQK/X43Q6efvtt4U8dPz4cfz8/EQQe+3aNTweDyaTSZDrWq1WKMu+vr4iUlH4e39/f0HMe3t7c/r0aYaHh7FYLFRWVtLS0kJERAQWi0UgsCqTUFhYKDMTtb9WZSSLxUJDQ4OQrBwOB3l5ecTHxzM6OkpsbKy8u6t9vyrw5OfnU1hYSH19Pevr65hMJilrvfvuu2i1Wl566SUePnxIXV0db731FlVVVWi1WkZGRtjb28PX11f6D2rlCvCd73yHmzdv0tfXJxTurKwsYR9aLBaOHj0qxavx8XGSkpKYmprilVde4Uc/+tEflMGUPSwyMpLIyEhKS0vFvREYGIher+fjjz8mLS1NwmAlJSWkpaWxtbXFw4cPGRoaIjMzU6zmymO6tLTE/Pw80dHRfP7zn6e7u5uLFy8KK3RpaYm5uTmOHz/O4OAgLpeL3NxcIiMjuXTpknAhg4ODhcathpdPPfUULpeL9957Txq4aqOhuhVNTU2kp6dLCzY2Npb19XWZUZWUlNDb28vTTz8tYqD29nbMZjN5eXnic93Y2BCoj5eXF6Wlpfz7v//7f+uJAY1G46XRaLoAB3AdsAArHo9n99MPmQHiPv3nOGAa4NN/vwqE/b/8mq9oNJo2jUbT5na7pVqt1WrZ29vj8OHDGI1GCgoKcLvdGAwGObY5nU7JAKhVYElJCY2NjWxubnL27FkOHTpEfn6+1Jk/+ugjeUdS9+iGhgby8/NFL6b+otWW4NatW4yOjnL48GEhEqkMQW9vL/X19aysrDAyMkJ7e7u8y2dnZ4tt++DBgwAcOHAAb29vvvGNb5Cenk5SUhIajUaAn+odZXZ2FpfLJV5CxTVMT0/n2WefxWg00t3dTWRkJOHh4czPz/Phhx/icrmYmJjglVdekYag4iS0tLQQFBREc3MzFosFh8NBVVUVFotFhK3t7e1cvHiRxx57jOrqaiYnJ8UmHhsbK6eR3Nxcenp6OHbsGFNTU7L+nJiYIDAwkLKyMskRpKamkpycTG9vr2jZVQRYnY70ej1PPvkkXl5efPzxx/KASUlJwWQy8U//9E8cOXKEgoICjh49KmrAsrIyJiYmePzxx/n5z39Of38/FosFu93OzMyMSH/Cw8Opq6uTzMD09DQmk4mAgACcTicej4fKykpMJhOHDh2itraW4uJiWltbOX/+PN3d3YSEhLC6uorFYuH555+nqKhIyN2lpaW0tLTQ1tYmJ0adTier8vT0dO7evStFwFu3bsmaWLU/1Wo8Pz9flId6vZ7Y2Fj5PHQ6HaWlpdTX11NaWsrIyAgXL15kYGCApaUl0tLSOH78OAMDAwwODpKZmclXvvIVSkpKeOyxxxgfH/9jXur/z+vzv3hiCAY+Av4O+NdPrwtoNJoE4IrH48nXaDT9wCmPxzPz6b+zABUej2fx/+vX1el0ntDQUEpKSvD29iYyMpL29naBmnya2sLj8XD69GlWV1fl9KD4/Lm5uXh7e7O6ukpfXx/h4eGCFVfrnYSEBHnxK3uwMhIZjUbcbjcxMTE0NDRQXFws7oSwsDAhNgUFBZGRkcH9+/fFg6Ce+l1dXeTl5WGz2eTYnJaWxp07d6Rgo1gGAQEBREREkJ2dLRl8RaVSRKe9vT1yc3NJSUmhs7OTuLg4PvjgA/78z/+c3t5eenp6KC4ulsTn+Pi4DL/cbjeTk5OyblQYNafTKezGxMREafX19fVx+PBhmpubWVlZYW1tDbfbzcGDB4UBYDQaGRsbo6amht7eXpGxLi0tydeotrZWRL6KsxAbG0tKSoqEpKampjh58iRjY2NiDFPXBgWsVfkJl8uFwWAQdLrNZiM3N5fQ0FAGBgZ4+eWXOX/+PDExMVy7do20tDQcDocYrDUaDYmJiUxOTnL48GE2NzflXTkmJkYq8/v7+9jtdp5//nnee+89AgMDGRgYEEy+OuGoOYTKQJhMJtra2nC5XDJgVInYwMBATp8+TUtLi2xK0tLS5OtrNBqlCRkQECADQx8fH1555RVu377N5uamfB7BwcGcPn2a9vZ2NjY2iI6OJiAgQE5Aubm5JCcns7GxAUBYWBgtLS2srq4q7NwffWL4Lz0YPn2hfw/YBP6G/6arhF6v9yiw6Pr6OuHh4cL3n5qakhpyRUUFTU1NHDlyBC8vL9555x0Bn+zt7REQEMDc3BwRERGSKS8sLCQjI4MbN26Qk5PD9PS0aMMU8VgBP51OJ1tbW6Snp2OxWATxrXoakZGRTE1NER0dzfz8vPQQ4uLiaGxsJCoqSiSrycnJBAQESP9ftT43NzdJTExkeXmZhYUFKdjo9XpmZmbY29tjdnaWhIQE4U+ofoSvry+ZmZksLy9z8+ZNSkpKyMjIYOJTLH1wcLDg7xTXQqvVilJ9ZmZGCMxKtqKyAGpOo5yhOzs7VFVVce/ePbFXnzp1isHBQdbW1oiPj5dV3v379ykoKGBnZ0eEqoo/uL29TV1dHQMDA7IyzczM5N69e5SUlHDo0CFef/110tPTJY/w4MEDnn/+eWZnZ+Xh1NvbK30Eb29vFhcXSU1NpaGhgbCwMMrKyqQ4dvLkSd555x38/PzkRa2EvIpx0d/fL36Ora0tjh8/Lr2b0dFRYXh+9NFHPPvss3IFa25uJj4+npmZGV588UWam5vx9fUVruULL7zA5uYmY2NjWK1WubKqOLqvry8hISE0NzeTkJCA2WwmODiYpKQk6urqGBkZISwsjLfeeos33niDH/zgBzK4/eCDD0hPTxe3RkxMDBkZGVy4cAF/f3/8/PzQ6/UYjUb8/f1xuVxYrVaKiorUFea/78Gg0WgiALfH41nRaDR+QD2/Gyh+Cfitx+N5V6PR/BTo8Xg8/5dGo/kWkO/xeP5Uo9E8B5z1eDyf/49+Dz8/P8/jjz8uqvn9/X329/elj664jYq7v7u7S1FREQ6HA4C2tjbhP4aGhsopQFmi1arR19eXjz/+mKSkJEGeLywssLa2RlpaGgsLC/j7+7O1tcXk5CSlpaU4nU5KSkpoa2sjPDwcjUbD0NAQBoMBnU7H2NgYn/vc5/jpT3/KqVOnyM3Npbm5mfDwcFpaWvD19aWsrEze7dSVwe12k5mZSWBgIC0tLVRWVjIzMyPE5eTkZAm2qHdBdc1Sq86dnR35eUWVjoyMZG5ujmPHjuFwOGhubiY7OxuHwyGNRi8vL0kJTk1NERISgsFgQKPR0NDQwOc//3lGR0dl+7K6ukpYWBg9PT3CNFxcXERdAVVASX19Dh06RHR0NE1NTczNzWE0GmUQFhgYSGxsrMw1Lly4QFtbG4cPH5aiVnFxMZcuXRLJr3I9Li8vMzQ0xHPPPcfAwAAej0euA+qEopiaLpeL5eVlTp8+zeDgoAiH1ExHYeeam5uFyDQ9PU1YWBghISEykFW6u729PZ5++mlhHDQ1NTE0NMSjjz4qgpnMzExu377NgQMHJMqv+BT9/f1UVFTwzjvvUFVVJSBblVaMjIzk17/+NUajUfI7KrwXEBDA0NAQ8fHxuFwuRkdHxbkZExMjdOgDBw7Q29vL/Pw8er2e6upq/Pz86O/vx8vLi9u3b/+3zhhigFsajaYHaAWuezyeS/zuxPBXGo3GzO9mCD//9ON/DoR9+vN/Bbz2n/0GbrebwcFBQkJCZCWzsrIi+rjQ0FASExMZHBwUou7U1BS3bt1iampK3sEUdHNra4vd3V3pOtTV1bG7u0tUVBQlJSWkpqZKwWllZYWoqCgmJiaIj48XZZgCmKytrUnTc29vj8HBQZaWlpiZmSExMZGMjAxu3brF0aNHWV9fp6+vj7Nnz9Lc3MzZs2eprq6Wd8O9vT3S09MpLCwkNTWV4OBgCgsLyc7OZnd3l5KSEhGqDg0N4XQ6Zd2oEHaqpacU8qmpqezs7FBaWkp4eLgUd4aGhujo6CApKUmGcElJSXJPV9yLgIAAoqOjsVgsLCws8Pzzz7O6uiov9uPHj6OEw2fOnGFgYECuewkJCfT39wtEJDk5mbi4OHp7e3nnnXfk4woKCqSNqhqdKSkpXLt2DV9fXx5//HF6enoIDw8Xq3ZiYqIk+dTDRx3d1SxG6d5ee+01SktLhXalOhNq7uTr60tFRQVxcXGcPn2a8fFx+vv7aW9vJzg4mJaWFsbGxtDpdAQEBMjWymg0ykMtOjqan/3sZ3R1dTEwMEBKSgpFRUXS6FW+yqioKBobGykvLyc3N5exsTHhNywvL5OXlyf+CLUVunDhAtevXyc6OpqwsDCysrIICQnh1KlThIeHMzIyQnJyMiUlJVRWVlJdXU15ebmIix4+fCjD9rS0NNLT0ykrKxOGaV5engQD/9gf/+mDwePx9Hg8nmKPx1Pg8XjyPB7P65/+/JjH46nweDzpHo/nGY/Hs/3pz7s+/f/pn/77sf/0D6HVyj1+bW1NwCBq1agsTjk5ORw/fpzl5WVWVlYIDQ1lcnISl8uF3W7nS1/6EvPz8xgMBhoaGgSp7evrK0deRdk9efKkMBPUF3dtbY3u7m78/PxISEjA39+fEydOEBUVJVLU4OBgMjIyOHz4sNB4ampqiIiIoKqqiqSkJN59912efvppGhoacDgc/PCHP5SgkuIz+Pn5sbi4yOXLl8VfYLFYhDuo1pYpKSmYzWYuX75Meno6UVFRErBRar2NjQ2Byaikpkoipqamyot5cHCQn/zkJ6KoU25Gpf+LiYmhqamJsbExHn/8cba3t7Hb7dIpUdQgf39/5ubmuHv3LiUlJSwuLlJbWyv/GxsbK7Yv9U6tBqxvv/02165do7Ozk9nZWaxWK1qtlpSUFEkONjQ0UF9fLwZxRfUKCwujpqYGg8GAyWTC4XDQ3d0tQ+LV1VXW1tbo7OykpKSEjo4OjEYja2trNDQ0UFNTw/nz5zGbzXzxi18kPT1dpLbBwcFC8p6eniYhIUEKcenp6bS1tfHSSy+RmZlJQ0MD8/PzMvey2+1ERkaSmZnJ+vo6ExMT/Mu//AvNzc1MT0+Lv9JoNMqJT1Gdz58/L+4UnU5HQUGBzMFUaezP/uzP8Hg8XL16lf39fUJCQrhz5w5ZWVliG1elPeUDdbvd3Lx5k+zsbHp6emhsbPwvPRj+RyQf/+7v/u4cIP4Cf39/ioqKqKysZGBgQOxFWVlZ0vQbHh4mLy9PhDLp6ekMDAwQFhZGfn4+vr6+soFQYA5F0Onu7paqsp+fn8R89/b2ZCCngBkKEmIymXj77bdJSkrCYDBI4ScjI4MrV65IIEtFWhW4dn19XazYqvdw48YNnnnmGdrb2zEajdL+u3nzJpWVlezs7JCfn8/JkydxuVwAnDp1ilu3bjExMYHRaMTX11cYlQcOHMBsNhMTE8PU1BQlJSWSqFNRY0XUrqqqkmBVcnIy7733njgbKyoqiIiI4N69ezgcDrFDWa1Wvv71r9PW1kZ6ejqjo6OUlZWJ8UgNK0NDQ7l9+zZarZb5+XmZoQwODnLw4EH29vZISUkhKytLKEr+/v5MTk5y9uxZoqOj8fX1lb9/pYp3u91/MLRVVu6Ojg5qamokfZqSkkJ4eDipqancv3+fsLAwYmNjJdyl8gnh4eGYzWZmZ2epqqpif3//D77XWltbGRoaIiQkhK6uLrnWqgRsXFwcFy5cIDExUU6g4+PjYpc6cuSI9HXUySU/P5/79+/Ln0fF41VwTwlmrl27JoqA2tpadnd35Q2mrq6OyclJYaLu7u6KgU01PycnJ4WcrTZO29vbaiD62YpE//jHPz6n0+moqalhZ2dHYC1+fn4EBQVRWlrK4OAgZrOZoKAgMRYtLy+zs7NDSUmJkJtVR1+Vc34f866w5VqtlqKiIkmkra6usrCwIHey9vZ2GWjt7u5iMBi4ffs2X/jCFwQrV1NTw9raGhaLhdzcXCYnJ7FYLLLHDgwMpKOjgwMHDkg56ebNm8TGxlJaWso777xDZGQkP/zhD/nVr34lglXV74iIiKC7u5vR0VHZY6ekpGAwGESYEhsbS2BgoDQwZ2ZmqKysFPKPsmEppfzm5iZ7e3vMzc0RGxsr3/B6vV5cnS0tLRw8eJDJyUkiIiIwGo1kZmZy/fp1fHx8sFgspKam0tvbS15eHpubm1RWVmI0Gtnf3xccvVar5dixY3z00UfU1taKfSo8PFxwY6oCrlqdv/3tbwkODmZ1dZUXX3yR8+fPywlKpQY//vhjkpOT2d/fJzs7m+bmZpqamkhNTeWb3/wmjY2Ncg3Y2Njg/v37tLW18cUvfpHZ2VnGxsZkmh8ZGSkMiMjISOx2O+3t7bLOzMrKkuRkZGSknLyio6PZ2NiQYWJfX58U3VSoS4F2AwMDBXWnehm+vr5yuomLi2NkZITQ0FA56Z05c0acpoCo55Rx29/fX9R60dHRYmh7+eWXcblcTE1NiQtVnVISEhIYGBj4bD0Yvve9751LSEiQmYD65pmammJjY0M2DZGRkej1esLCwoiKipJBpXJBqj25v78/CwsLcg2Jiopibm5OPnZ/fx+z2YxWq+X48ePs7u4KDGR3d1de5BsbGzJhVvfHxcVFPB6PyFvcbjcLCwtyj19eXiY3N5fbt2+TmJgo2jNFet7b22NkZIQvfvGLeHl50dbWRlRUFAMDA5w4cYK7d++SmZkptGtVMFKlMPW5qXh1a2urkIX7+/uFB2iz2QShrjDpVquV9fV1Hn/8cXQ6nVxNVD1biVF3d3dFtKOUby6Xi+TkZBISEqivryczM5OioiK2trawWq0YDAa6u7vR6XQsLy+TkpIi+3sFJlVrt6GhIVmv9fX14XA4SE5O5qmnnpK/J0VYCggIIDY2llOnTkmkPTU1FYBLly7h7e1NeXk5Ho+H+/fvS5FN8RGqq6t59dVXuXLlijgw7HY7o6OjLC0tERISQn5+Pj/72c8ELqxCabdv3xYKUm5urlxpqqqqcLvdEmbb2tqS2nZCQgK+vr4sLy/LTMFgMDA8PCxo+cXFRbm+qQJdcXExe3t7LC7+bquvhEnKgr26uorZbEav11NSUiImLqXNW1hYYGFhAZv+AwA6AAAgAElEQVTNJjj72dlZeShlZWXx8OHDz9aD4c033zzn5eWFyWSSzUB4eLjc49XEXcljzWYz29vbpKen4+XlJU/1mZkZSS+q7kNoaCipqanS/5+enqanp4fKykpCQkLkXSogIEC+eLu7u9TV1YnZKTAwkPz8fDY3N+VYq6K46grh4+Mj4lx171efT3p6urAk/f39BXSrvILx8fEUFBTQ1NQkGxm18VDcxNDQULmPHzlyhKWlJaFgp6SkkJGRwcGDB7Fardy7d0/yFSsrK0xOTlJcXExoaCgxMTE8fPiQyMhIdnZ2ZKCp+goLCwvMzc1RXV3N1tYWW1tbFBUVSZ5jdnaW6upqdDodZrNZho5tbW2MjY3h5+cn74qqEajRaLh8+TKlpaWUlZWh0WgoLS1ld3eXtLQ0eUEEBATICamqqkpoyYDAfxUJydvbm4yMDDkx3rt3j2eeeUZQ8+rvcW9vjw8//JCamho2NjbEHubr6ysPobGxMZ588knMZjMTExMcPnxYqN46ne4PhqxqVrK0tCQItcDAQOx2uwTb9Ho9drtdqu9zc3MCJi4tLWVra0uENvPz82xtbbG+vs7U1BQvvvii8BiGhoYYHh6muLiYxcVFERGrxujY2Bj5+flcuXJFmA5qKJufn8+JEycYGhoiPDyc0dHRz55X4vvf//655ORksrOzRYVmNptlgDU9Pc3Bgwe5fv26QFzu3bvHyMgIRUVFtLa2kpWVRXBwMJubm3h5eaHT6SgqKpLwzPz8vBCV1ZRdEX3Lysr45JNPOH78OE6nk8zMTOLj4+ns7OSpp57iypUrUgVfW1sTyo5aKcbGxjI5OSnNzu3tbWZnZyVboaSoycnJNDU1kZOTIzgxBUdVx0m1clxaWmJ3d1c+56mpKV599VV+/etfA8h+Xs1O1CzCYrGQk5PDwsKCSGejo6N58OABKysrzM3NsbGxIQnS7e1tPvzwQzE4qZCUojirWLZSBc7NzdHS0kJqaipGo1F8mFqtlsOHD9Pe3s6JEydobm6moKAAg8GAr6+vBMy6u7v52te+xuDgoGQ5rFarIN7CwsKIjIzk1q1bGI1GOT2q1WpYWBharVYI4jMzM+j1enp6egQao15oR44cYX19nYSEBFpaWuRUc+jQIa5cucKpU6dobGxkd3dXrmZFRUXU19czOjoqMeiQkBABvWZmZuLt7S1BIkWxVnVyu92OzWYjKytLTrJK+JKXl4der6elpUX4DWpepHSCIyMj0pRUD72FhQUqKytZXl5ma2uLu3fvkp+fL1xPxatYXV0lJSVFin8PHjxAr9eLknBmZuaz9WD43ve+d06p6VUKMTAwkMDAQGHfOZ1OVldXMRqN2O12SktL+X0XhYJq5OTk0N3dTXZ2NkNDQ2g0Gu7cuSN0IW9vb2ZmZiRl2NHRweLiojgPBwYGmJiYYGNjQ6bWMTExUvdWTTWA0dFRXnjhBerr6wHw8vLi8OHDkg50Op2cOHECq9UqswCAmJgYrFYrGo1GGA/r6+vyef1+A1Np5gwGA5cvX+aFF16go6ODI0eO0NfXx9bWFuPj4zidTqqqqqSyrK4wqkCl0WjEUREeHk5NTQ3Nzc0YjUYef/xxfH19uX37tghnFCBlY2NDNG3Jn9qdV1ZWOHz4sEBqr169Sm1tLYODgzKoVfKU2dlZIRkVFhZit9sZHh4WWnNAQAA2m014GAqZrtfrqaysxG63i33r9OnTOBwO/P39efDgAX5+fuzt7cnsSdnBFXvDZDLR1dXFX/zFX9DW1kZVVRU7OztCwVLx6/T0dHQ6HbGxsZw/f560tDRxS5rNZuLj4/Hx8ZFimsvlYm5uTgpwgMyRvL29gd81YNXaVc1yBgYG5PNUSIHNzU3JJ8zMzFBaWkpQUJDMExQ898aNG7J9MJlMUu9XD6yBgQF8fHyEGqZyJcrgrtfrP3sw2HPnzp1TWLbr16/Lkz8mJoaIiAiKi4upr68X3djW1hZ1dXU4nU7Gx8fZ3d2VIaLb7SYuLk6w5uqLo/oQyhIcEREhk3ElhNHr9VRVVZGQkCChmitXrgi8xWq1YjQayc3Npauri7KyMv71X/9VpukZGRk0NDSg0Wiw2+0UFxdz//59WfGtrKxQUFBAS0sLISEh9Pf3ExISQnh4OGtra3K/V1/o7OxsQYYNDAxw6NAhrFYrGRkZ1NfXs7q6KvkIg8HA3bt3Zf0aERFBfHw8ra2tzM/PS3lJuTfUdUij0bC2tsbq6irJyclyIpubm5O/Z1UIevDggaj1JiYmRLBSVFSEx+OR61F/f7+Idbe3t2lqaiIgIIDz58+TlJREd3e3INgUk1HNj2ZnZyWbERwcLFg3s9lMd3c3ycnJNDY28q1vfYvLly/j8XhkIH3gwAHq6+sFLGM0GhkeHmZsbIzV1VUyMzPp6+vD5XKRlpYm7o13332Xs2fPYrfbsdvtPPnkkywtLZGcnIzVasVsNjM3N8fAwIA89GJjY8nLy6Ozs1NSo2pmUVNTw/b2tlxNcnNzpd6uToIxMTFy7VCWMI1GwxNPPMH777/P3NwcZ8+epauri8HBQerq6ujv7ycjIwOz2SwagsnJSZmTRUREUFhYiE6nw+12k5ycTGdnp2zburu7P1sPhjfffPOcIuucPXuW9vZ2QaEtLS1JWnB+fl4Q7OqLpfIAKSkp+Pj4CHpdHQ0nJiawWq1ij1aZh5ycHGw2GzqdjosXL7K+vk5eXh7d3d3s7OzIsV5FUAMCAsjJyWFoaEhhslhaWiImJoaSkhIBmQDs7OwQFhbG6uoqhw4dwmw2y+dRW1sr7oj09HQaGxuFzjQxMSH49enpadGzqxd6W1sbiYmJwg9QsJiVlRWSkpL49re/TUdHB3Nzc7hcLhobGzlz5oxQkeLj4wGIjIzkyJEjNDc309raKoCP1NRUSf+pvIXdbmdhYYF79+5x8OBBQkND2d3dxeVyERUVRVVVFbGxsdy9e1dw6hqNRsSyycnJPPHEE+zt7REUFCTeiMzMTMlLqDbg8vKyiFtyc3OZnp6mtbVVGqCPPvqoGKomJyc5c+YMycnJ3L59W+ZNZWVlPHjwQAQ55eXlDA8Pk5ycTHd3NxsbG7z22mtsbGxw9epVlpaWBNRiMBhoamoiODiY0NBQeUjFxcUJtk6JlmdnZ0lPT8doNDIyMoJOp+PMmTNMTExw6dIlCeupv3tlKDebzfj7+wsRfHJyEo1Gw+7uLnt7e3R0dPDEE0/IpqmpqYns7GwmJyfx8fEREY3JZGJubo69vT16enp49dVXha+hiNPqylFQUMClS5dYW1v77wO1/P/xIygoyKOOrjExMXK//853viOY7Y8//pjHHnuMtLQ0bt++LVsCFQJR/IatrS3i4uLQaDQ4HA4iIyOJioqivb2dqKgoOjo6OHr0KHfv3sXtdlNZWSkAVbVDz8vLo6urS/L4FouF5eVlkbvk5+fT29uL2Wzm6NGjlJaWSr7ex8eHqakpYmNj6ezsFMx3YmIiQ0NDcipRgFZlODaZTAC0traytbXF4cOHJYMQFhbG+++/T3BwMCEhITQ1NbG7uyudEbVlUe9A4eHhdHd3yyR9bm5OyEpqHajEul5eXqKFb2lpISAgQIxfSue3srIiVKvV1VViY2OpqakhMTGRixcv4uPjg8fjYWtrC6fTiVarJSQkhMXFRZxOp7zo1OBVpVi3t7c5ePAgt27dIjY2Vh44iquhuive3t4cO3aM5uZmNjY2sNlsZGRk4PF4mJiYwGAwcOjQIelxREVF4eXlxfXr1/nWt77FtWvXRC6rDNoqKr67u0tmZqbYsfLz8+X6ZDQayc7OZmJiArvdTlpaGlarlczMTOx2u/ROlLNUAVw9Hg8ul0vQf0eOHKG+vh6dTifEqoSEBIaHh0lNTcVkMvHOO+9w5swZxsfH8Xg8gm2bmJjg1VdfFQ9oUFAQaWlpdHV1ERERwS9+8Qtyc3PJzs4WyFFWVpZIZgIDAyUT8pd/+Zd/dCT6f8SJ4X/9r/91LjQ0VAompaWl7O/v09TUxLFjx7h69SobGxsEBwdz//59/Pz8iI6O5v79+zJh3t/fZ21tTcSh6pukpKSEnp4eSQtWV1dL8GNnZ4fW1la8vLzEBmUymWTPru6dDx48wMfHRzyKGxsbwv8/cOAAc3Nzkg5U9iy73U5qaio6nU5SbCo0tbCwIC+8qKgo4uLihB2xsrJCeXk5Kysr6PV6RkZGuHv3LnFxcVJSqq6uJjU1lcLCQu7duyfGZqvVqo6MFBUV0dnZKdFnjUYjfZGVlRWGhoaIi4sjJiaGixcvitLssccek0ajYgaovbxibprNZsLDw6mvr5dkZVRUFBEREVitVtnTT05OUlRURFVVlaxsy8vL6e7uZmZmhrS0NB4+fCgD3wcPHsi+XrUiFcDXbDaTkZHB1NSU4P43NjYoLi7GYrHQ29tLeXk5AQEBlJSUyLE7MzOTvb09KioqGBkZEdmsmr187Wtf47333iMyMlLmU2rAHBISQmdnp2D9v/SlL3Hz5k1p4arBqnqQaLVa0R6qOH9paSnNzc2sra2RkJBAcHAwx48f/wNwjo+PDw6Hg6amJrKysoTtmJiYiE6nEzqVRqNhYGAAi8VCaGgovb29HDhwAD8/P7a3twU8W1hYSGNjI06nk4cPHxIXF4fZbP7s5Rhef/31cyaTCV9fX+Lj43E4HJI5UHt5hTPLzMxkcXFRvtnV8VfFqfv6+igrKyMjI0McgErzFRgYyP3795mbm2NtbY2ioiKCgoJETPP7CrZjx44xMTHBgwcPSEhIoKKigpmZGfLz89na2iIgIEBan83NzXz5y1+mvb1ddPdqn93d3Y3FYiE6Opr4+Hg2Nzf55je/ydzcnGwc2traMBqNzM/PYzKZSEpKEtW7kpJubGwIOWlxcZGpqSnMZjNlZWVYrVYqKiqk/qzRaIQCpECv3t7eUmgKDg5maWmJgwcPMj4+zuzsrJSqVEYjISGByclJZmZmqK6ulndCm80m/AUfHx8aGxsJCgpiY2ODgYEBiVarWHFeXh4DAwPSNr19+zaZmZliGVcRb6WPS0hIQKPRyDDR7XYLH1ENLRV6bmdnh3v37pGens7+/r6g35QhXW2y1H1f1axVNF2r1dLQ0EBtbS1OpxOTycTq6ippaWn4+PgIXcnX11fq1aGhoRiNRvR6PQBDQ0PCj1AYtfj4ePz9/amsrKS9vZ3S0lKBwEZHR2O329nd3aWqqoq9vT05CSjWZ3x8vFzNvLy85I3jmWeeoa+vT2jYtbW1wu9QusKwsDAWFxeZm5sjLi5OtHuf+9zn+O1vf/vZejD88z//87mUlBS2trZobGykoqJCKNCqD7+xsUFcXByLi4vodDrW19fZ2Njg8OHDJCQkEBQUJPgrm82G0+mkoaFBjsknT57k3r17Uuk+ePAgTqeT/f19+vv7pfasuIo3b94kKiqKxMREeddR2YXo6GgMBgOZmZlcuXKFb3zjG9y5c4eNjQ35Rg4MDOTBgwe88MILxMTEyLosJCREAKpKnZaRkcHQ0BAnTpxgbm6O3t5eTCYTOp2OlJQUurq68Pb2pqKiQjT27e3tsqFQe2qlWQsLCxN5bV9fH1lZWcTHx1NRUSHBrby8PJHBqq2DktWqWLgaqH744YcSaHI6ncTExBAbG0ttba1k/Pf399FqtcTGxvLyyy8zPDwsL5iRkRFaWlro6+vj0UcflVJQYGCg3JN//+qjim0qrLa6usqJEycIDg7mxIkTpKWlMT4+jq+vLydPnpQqend3N1arVeYEzc3NUsJSmkNANg3BwcFyFYmOjqa3t1dw7lFRUQB4PB5SUlKE59ja2kp5eblcY/38/GTg7e3tLclIs9nM7du3WV5elhVwaGioyI6NRiPvvPMOubm5jIyMsLS0hMlkYmVlBYDl5WWJQFutVvLz86XNqihlav1pNBppa2sjNzdXOkZOp1OG4teuXUOn09HV1fXZejC89tpr5yYmJoiOjmZxcVGeyF5eXuKknJmZwWw2Y7fbJfLq7+8vT//bt28zODhIbGyscP1U2WZycpL79++T/KltSL1Lrq6u0tnZSW1trTwQVNpQ8QQXFha4cOECQUFBbG1tycZgbW2NkZERwcIFBASwtraGRqPBaDSSnJyMl5cX9+7dE0aCetednZ0lLS2NgIAASeGphqK3t7e8sGNjY5mdnRUTtmJhenl5iRTXYrGwu7uLj48PRqORixcvSqU7JiaGkJAQmQ/4+fnR09NDRkYG7777LiMjI3h7e5Oamio4OIVHM5vNVFRU8PDhQ06dOsXKygrb29scOXKExcVFVldXmZiYoK+vj5iYGGZnZzlw4AA6nU4+R2XHmp6eJjs7m7i4OHl339zcZH19Hb1eLz2IgoICzpw5Q3h4OJ2dndjtdolam81mFhYWcLvdss3xeDx0d3fjcrlYXFxkfHycr3/969KjURkSLy8vampqKCoqErWgMn/t7u6ytrbG8vIyNTU1QhdXV9dnn30Wm80mZnU1qLRYLPL9l5KSwuDgIENDQ9JLMBqNPPXUU2g0GpmL+fv7U1BQwPT0NBqNhvj4eBobG6UQqFwTw8PD5OTk0NPTg0aj4dSpU/T19TE2NiYDUFXKW1lZYWxsTKhbH3/8McXFxYL6U/6STwfEn60HwxtvvHHuT//0T0lPT5d3g8TERFpbW0lKShLe/pkzZ5idnSUuLk6+qIGBgSJ/qaqqYmVlhcXFRakmt7W14efnx+nTp/Hx8ZEXkepmFBUVcePGDXx9fenv78fhcHDy5Em2t7eFDHzq1CmhAg0MDEhJKCEhQXod6sWsjqobGxs8+eSTOJ1OmZns7OwQHR1Nenq6yGyVezI1NRV/f382NzexWq1Cwt7a2hJlmr+/P88884zEqHNyclhbW+PIkSNify4vLycyMhKtVsvEp/KZ6elpPv/5z5OYmMj29jYxMTFotVoqKyspKipiZWWFqakpsrKyMBqNpKenc/DgQd59913ZwUdGRsqUXmUwVJXaZrORmpoqL6Bjx46xuroq754zMzN4e3sLel9tNgYHB+UIfPz4cfr6+hgdHeVXv/oV2dnZ+Pj4yDrO7XZjtVqprKwEEEDK7OysQEvUw0U1Hv38/ETE09nZyeTkJGFhYbI1iouLIykpiYaGBsrKysQm5nQ60ev1FBUVSZ9BoexLS0uJjIzkN7/5Denp6WxvbxMdHc3Q0JAMYdXH9vf3S0kqJyeH7e1tmcM899xzrKys4OvrS1xcHHa7XYhhGRkZ0n9ISEhgYWEBk8kkSEOVah0aGsJmszE6OioR6Lq6OnJycmTWExgYSGFhIRaL5bO3rvyHf/iHcxqNRoaMeXl5QuNRgRzVCFRll/n5eTmS1dfX4+XlJaRim81GZWUl7777Lnq9nqioKLq6usQsHB8fj8lkoqenR9yURqORY8eOsbe3x7Vr1wQjnpaWJli2y5cvk5yczFe/+lUsFgtTU1MEBgZitVrx8vISGa9SoN+6dUscDjabDZfLRUBAAHfv3mV/fx+DwSD13o2NDVJSUsSrqK5So6OjxMXFSRz73r17+Pn5MT4+zsDAgLgLYmJimJycFGLzxsYGS0tLcjUwm8384he/YGFhgf7+folZt7W1sb6+TmJiInl5eUxNTXHz5k0CAgJIT08XTd/q6iq7u7sMDQ2xsrIiUteoqChCQ0PZ3t4WiK+aKVgsFmpqagR+kp+fj8vlkmP5xsaGwH739vaIj4+XWUdaWhpeXl7A7+7xg4ODaLVazGYz4+PjeHl5iSFMAVnj4uJwuVzs7+9TVlZGa2srhw4d4tq1axw5cgSNRsPBgwe5ceMGLS0tUm9XJ4u//du/5b333uPIkSPYbDbGx8exWCxcuXJFSM17e3tcuXKFkpISVldXZUZls9nIzs6Wr3FWVhbh4eFkZ2eL1l6V2RobGxkaGmJ6elpSsVFRUWI9m5mZwWazCVhmdXWV+fl50enl5eVJ3Htra4unnnqK9fV12UBNTEwwPj7OX/3VX3Hnzh0pGw4NDX22Hgyvv/76uZycHNkuqFSagpEoPLeK4X7yyScCo5iZmWFgYICtrS0hE42NjXH06FFJD1ZXV4sWfGNjg5WVFdbX14U3oMSjo6OjUl7Z3t4WDdzc3BxWq5Xd3V1yc3O5evUqer2epKQkmpubiY6ORqfTKamHDK4yMjJwu90SEFpeXmZmZkbQavC7aPPrr79Oe3s7VqtVjoCPPPKIpAdVddbPz4+RkRGpi6+vr0uqrbW1lfDwcNbX16msrGRtbU1q3oCAanZ3d3nkkUdwOp1ERkYKESstLY2Wlha5vik3psFgoK2tjaCgINxutxzplenK6XRy/fp1srKy5I6tvkl3d3fp6OhgampKhLYKz9/c3Exubi4zMzMSdVbNwODgYNbW1iguLmZra4uIiAjcbjcHDhwQV2R7ezs1NTWyQnY4HCLiHR8fZ2JiArfbzcbGBlVVVfLnGh0dFW6nSl0aDAbCwsJITEzEarVKU9dms0m7VCVew8PDxbr+3HPPUV9fL95JtfZ87LHH6OvrY35+nvfff5+4uDhsNpv8OSMjI4mIiJDIeVBQELOzszK/UYnVEydOyPbs9yHJqmodEhJCbGwsa2tr3Llzh4SEBHp6elhbW8PX15crV67IFW5sbOyz56783ve+dy4iIoKUlBTa2tokB6CajCUlJeJEvH79ulSL1ZNema9NJhNlZWXU19czMTGBTqcTNZlqJ8bHxwvR2OFwCJ26v7+f3NxcFhYWsFgs7OzsUFZWht1uJyYmho6ODtLS0rBYLAIt2d3d5atf/SrJyclSaFFfXBXz9fHxkUm0apCqF4fCi7W3tzM6Osqf/MmfYLPZxDqtjtyPPPIINpuN8vJy9vb2BEoKkJmZyeTkJElJScTHx2Oz2fDx8RGdfHR0NNvb2zx8+JADBw6wsbHB0NAQ+/v7PHjwgKCgIJKSkrh16xYHDhwQ87N6p9rb2yMmJobQ0FBsNhvHjx/HZDIxNTUlhrDU1FTu3LlDamoqc3NzpKWl4XQ6GRsbk4f5ysqKeBw++ugjQkJCsNlsWCwWyferePL09DSAiH8jIyNlllFTUyN8hbKyMiwWCxqNhoCAAAHb+Pn5ERUVhVarZXNzk+HhYdxuN5ubm6SlpYkVOj4+Xl5k6tQ2OztLTEwMAQEBDAwMyLZjeHhYXKpKcaAyFj09PSwtLeFwONDr9XR2dhIZGSkFwOzsbPl+UdsJgP7+fs6ePcv9+/fFN6pEQ+Hh4XR1dckDX6UfnU6nYO9UH8ZqtaLT6dDr9bjdbl566SVCQ0PJysqS09an4b3P1oPhBz/4wTnlfIyNjUWn03H06FG5Zw0ODkoZJS0tTXiM3t7eEvtNSkqSZuHzzz9PcXGxvGtOTk7idDoZHR1lY2NDBK8xMTFia9rb22NoaIiUlBROnTolkpfFxUUZcFZUVMjVYW9vj7y8PK5evcr9+/eprKyUd63IyEhCQ0Px9/eXvMVjjz3G/Pw88/PzlJeX09TUhLe3tzyAtFqtGKfn5uZwOBySulT5e9X8TEhIYHx8nLS0NGErtLe3s7u7i06nk+GZ3W5ne3ubyspKOjo6yM/PZ3BwUNa/ZWVlYnEqLS3lwYMHuN1uRkdHpec/MzMj8JPW1laJM6vdeWpqKvPz8wQEBFBUVCRru7y8PKKjo3nssce4du0a2dnZWCwWKa2pk4rNZqO6uhq73c709DTr6+usra2J4k5tG44fP86dO3dYX18XsevMzIwwFtLS0khLSxP4SkBAgKjhMjMzcTgcrK2tSX5DYdB8fX2JjY2lp6dHRMg2m43u7m4eeeQRenp6OHv2rJToenp6pEk7NDTExMQEu7u7eHl5UVtbK/f/5eVlEc8GBQVRXFyMwWDg3XffJSoqSixZapZy6tQpLl++LGwIBRVOSkqS/EZubi5bW1sEBgbidrvFm6koVHNzc7IWHh0dFW5Jeno6ly9fZn19/bP1YPj7v//7c1/+8peZnp4Wsejg4CCDg4MS2jAYDJw5cwa32y13JgXIqKurk8l9TU0NNpuNzs5OuQNrtVomJyf5m7/5mz+AbaiYMiD7YgWCVaZph8NBcHAwbrdb8hMmk4nd3V3W19cJDQ0lLS2NgoIC2ZnPzMyQkZHB9evXBXy6uLjI8PAwCQkJuN1uoqKipBSzsLBATEwMFotFJsyqN6C4hUqWouQ2Op0OHx8fOWbHx8fT09NDTEwMHo8Hh8PBc889x8TEBBMTEyQlJckJzM/PD4fDQXR0ND/5yU8ICgqSK4ciW83Pz+NwOKQh6eXlJae4L3zhC7z//vvk5eUJDEaj0dDd3S1Dsri4OAYHB/m3f/s3Tpw4wdTUlEBNFW5PTf5VcEuj0bC0tERdXR1tbW1yh1aSmcTERFJTU8VWrU4+Z8+eFXCJwWCgublZXJnKSNXW1kZGRgaHDh3C4XCQkZHBRx99RF5eHrdv35Y69Pb2tsyhFCBXFae0Wi0FBQWsr6/j8XjY3Nzk0KFDTHwqEbpy5Yo8hFQJsKKiAl9fX/keMBgM4oWIi4ujp6eHnp4eSS1mZGQQFRWFj48PgYGBmEwmhoeHxVje29vLsWPHmJ6extvbW3iUdrudl19+mYqKCqnBh4WFiTLAYDD8l64Sf5Rw5v/0j52dHZqamkTPdfDgQaanpzlz5gyJiYnU1dVhMBjo7OzEz89PSDjb29uyKrp48SITExOicquoqBDvhMPh4OmnnxZaj3og2Gw2oSapa4nL5cLf31+GV8oZ4fF4SExMJDw8HJvNJk9jhTP/6U9/SlJSEvv7+4J0P3XqFIuLixw4cIDm5mZpOJaWlmIwGPjlL3/J6OgoycnJDA4OYrPZOHLkiFxlNjc3Zbvg7e1Nd3e3rPK8vb0lhageUkFBQXR0dKDT6VhaWmJgYIC5uTmeffZZGXCpO6zBYMBsNmSkt3oAACAASURBVPPmm29SVFTE1NQUWq1W2pzl5eUYDAaMRiM2mw2Px8P8/Dzr6+v85je/ET7E9vY2DQ0NEkhT1icFdlWiHVUOO3nyJDdu3OCXv/yl1IzVqu+ll16SjZOvry9+fn7ExcVx5swZfH19cblcYtpaWlri5MmTYuzSarUiPg4MDCQyMpKwsDBKSkrweDwiz7Hb7fIAUt6F06dPCyZufHxcaFOhoaHs7e2h0WjQaDSSKVHgIHUaNJlMPPnkkxw6dEgajaqhqUzZExMT4tAIDAxkf3+f+vp6jh8/TmxsLIWFhdTV1bG2tsb4+DgjIyOcPXsWHx8fnnjiCYaHh7l9+zahoaFyDfp9MXBhYSEfffQRP/rRj/jxj38smzEF66mqqvovvSb/R5wYvv/9759TQtqamho6Ojo4c+YMVqtVNPYVFRWy4vL39yc5OZmlpSUmJiZIT08nJCSE4eFhjEYjAAMDAxgMBpkpxMXF8dFHHxEYGEh1dbXYfxSZaHBwkJycHJaWllhcXJSWmsVioauri9raWtHIJSUlMT09Lfg0VYpaX18XDJfyaq6urhITE8P+/r7ARlUcVr14UlJSBAR64cIFTCYTwcHBLC8vEx4eTkJCAhcvXhQrl4KtqlOVKtckJiaKXVqVleB3LE2Xy8Xm5ibz8/N/QFLu6OjAx8eHhYUFioqKCAkJoaKign/8x38kMDCQEydO0NLSwv7+Pj09PXz7298mLCyMtrY2BgYGhLepKtBqhrK+vi5lI5fLxZe+9CURrxQWFlJaWirdjtraWhwOBzdu3CApKUls55cuXZKhZ1RUlABhv/Wtb7G8vExXVxfJycm0tLQIdt5gMDA2NkZOTg4PHz7k2LFjXLhwgZycHAme9ff34+/vT0xMDIuLi4SGhkpGZmpqivT0dGZnZykuLqa3txdAtH4K1WY0GlleXhaKknJYhIWFYbPZ0Gq1MrtSqDtVs3e5XAQFBbG+vi6nQbfbjc1mo6urC41Gw3e/+13u3LlDSEgIDx48ELbp3t6eSIVycnKYn59nenoavV4v34Nf+cpXZFaVn5/P/Pw8n3zyCZubm5+tq8Qbb7xxbnFxkZycHPb392lsbKSsrEwmt0pgq9Rt4eHhsuoKCgpiaWmJmpoa2VsPDw/LX97ExIRMlUtLSzGbzbJjLyoqEqimOrorcYqyBKmKrk6nw9/fX975FHZdwV9qamrkm0QN3NLT08nJyeGDDz6gqKiIe/fu4fF4xHVhNBqFXNTf34/dbuev//qv8fHxkfTjzMwMOTk5ItT19vYWc3ZKSgoejweNRkNcXBzl5eVCCy4vL6etrY3nn39eOIfb29u8+uqrREZGirdTwU2VhyMxMZGOjg5ycnIkBqyGZ/Pz83R2drK+vk5ERITYtJ5++mmWl5cZHByksrKS1tZW6urq2N/fx+l04ufnR1tbG1qtls7OTr773e9y8eJFVlZWuHHjBseOHRP2RFZWlswSPve5zzE3NycGsMXFRVZWVrh8+TLHjh3jyJEj3L17F5PJxFNPPcXQ0BA5OTmC9NdoNDx8+JBHH30Us9ks4p+qqiqcTqdAXBoaGqioqKC1tZWioiIKCgpISEgQiRDA/03dmwa3fZ732hcIEiC4AiBBEuBOgjsh7iJFrbR2xY4cS463xHbj5CQdJ33bTJq3k5njcZxJ0rRJT7e4ncSt42mcxrYca40WW7vEfd93Atx3ggTBncT7wX7uN5k50yYz58Mxv8SSHMmSgD+e575/v+t69tln6e3tFW7o8vIyk5OTssFSDIjZ2VlefPFFRkdHaWlpITs7m8XFRZaWligtLSUjI0O+ffToUdrb2wkJCcHhcMjVR2UpwsLC8Pf3FyL42bNnqa+vl66PypGEh4fz7rvvkpmZyenTp/nhD3/I0aNHuXDhguDk0tPT6e3t/XQ9GH7wgx+8qn6z4+Pj2O12CgsLeeedd/Dz82NsbEzSiIoipOxR/f39kgZTKnJFZ1Yikr1798oEWZVizpw5w/j4uOT/FU06LS2NO3fu4HQ6ZfKr1+uFNdDc3ExJSQlzc3PU1NRIk05BTxXyy+12o9Fo5NSgUpgZGRnMzs7KNFzZn9QDoLa2Fp/PJ8PUlZUVXC4XKysrWK1WNjY2uHHjBjk5Oej1emlO5ubm0tbWhslkknyD0vZtbW1RV1fH1NQUN27ckAbk2bNnmZ+fp6+vj9nZWWw2Gzdv3sTr9eJyuaRJOT09TVdXF4CYp/v6+oRrce/ePRYWFjhw4IAwCdTJJDIyko6ODlZXV6Uw1tvbK/8N0dHRREZGMjAwIMlMh8Oh1mskJCQQGBgoajqV/uvt7ZV9f0xMDLdv3yYhIUE+XVV6Mz8/X+xTSh83OjqKy+US3JsqrFksFlZWVqivrxcCt2JiqnVjcHDw78FeCwsLyc/PlyuYy+USpZ+qlCclJTE+Pk57ezsBAQFMTU1x4sQJGTYrmnZraytjY2N87Wtfo7Gxkb6+Ptrb29nY2ODb3/42d+7cwWKxMDk5ycTEBFNTUywuLjI8PMyLL77I4OAgOzs7aLVaWltb2djY4PDhw+h0OsUa/fQ9GNSe+6tf/SoXL14kLCwMr9dLQEAARqOR+Ph4tre38Xg8hIWF0dbWxsLCAvv27UOxHNSqSG0jlB9ie3uby5cvSzZBDTOVdlxxFfPy8mRzoHBgyvoUEBCAw+EQ6Yper5f0oEq2tbS0CK1ZvbizsrIkNzA6Oir6tcHBQaKjo0W2WlpaSn9/v6zd+vr6pBRWWFgo7U5VY87Ly5O2oLJSabVanE4npaWlEip6//332b17NysrKzgcDqKjo1lbW6O1tZXw8HBppfr7+zM8PMzBgwcxGo3Mzs4SGxuLn5+fvHjVn5vqqaiBpwr7qIfk9PS0BJCUuNZisWCz2ST3kZKSgp/fxyMu5emMi4vDZrPx/PPPMzIyIlui8fFxBgYGGBgYoKioCID8/Hzu3LmD2+0Wa7YafKowUnZ2Ns3NzaSnp2MwGOju7sZqtXLt2jU5UUVFRVFdXU1eXp6Yy3Q6HVlZWYJrm5mZEalLdHQ0iYmJdHV1iXKwpaVFNl/79u1jYGBApEdKTqQMWYqBGRUVJbOGqKgobt26JdwHtbLs6uqiqKiIwMBAHjx4gM1mY21tjcbGRqF75+XlSfFNhdtMJpP4Tq5du4bb7cZqtdLV1fXpejD8z//5P19VCUfFQrxz5w5ZWVkSfJmYmGBpaUkGfDqdDkBApjExMZw5c4aenh6pRufk5DA5OSnKr4aGBjweD0VFRdy8eZPl5WWJEqekpDA3N8fq6qrIU9QxPzAwkPj4eKqrqxkcHCQ0NJSIiAjJ1au0n8lkYmdnR4AgAQEBOJ1OeYOo1ah6M7W1tZGVlUVvb688XNTdNzY2VmLWzc3NQnIeHh6moqJCZLQ3b94UU9Pi4iI6nQ6TyURrayurq6sEBwdLPFa5NdXD1ul0sn//frlCqIdESEgI09PTWCwWCgsLuXbtGo8++iidnZ3k5eWJV1Qh2FTsuru7G7vdTmhoKHV1dZSWlkowKT4+nn379snAd2Vlhbq6Og4cOCDltJCQEDo7O5mdncXlchEUFIRerxeA7NTUlAwiVbTZbDZTVFQk0eeZmRkKCgqoqalBr9cL8MfpdJKbm0tXVxfHjx+XYWJtbS1JSUksLy9jt9uFIr65uSl4u/X1dQoLCwUcqyrgg4OD4jpRg8r19XV2795NfHy8wGJTUlLk73R9fZ3BwUFpvCouxujoKGFhYdy+fZuUlBQZcg8PDwuNCZAZl06no7y8XLSG8/PzIjDu6elhfX1d8Pbq72d6evrTtZXw+Xzk5ORI1Nff35/o6Gg51qnK9Te/+U1qampYWFjA5/NRUVHBY489xsrKCisrK/zsZz8jICBA9PA7OzuyXlpZWZFuxMbGBnl5eezduxePx0NJSYlYshVOa3Nzk9dffx2j0SirqJ2dHfLy8mhra8PPz4/nn3+e+/fvExwczOrqqtxjs7KyJBPv8/kYGhpCo9Fw//59zpw5I5N8j8cjDy0lCxkaGuL27duidF9fXycrK4vExETy8vIwGo2Mjo7S2toqqrvGxkZeeuklNBoNeXl5eL1e8vPz8ff3l7JWXl4etbW1xMfH8/LLL6PVaklPT+fWrVskJSXJf2NSUhKNjY0cP35clHlWq5X/+I//4MCBAzgcDukYqCuZ8ng+9dRTPPLII8zMzMiGJDw8nJ6eHm7evMnPf/5zmdq3tLSg0Wjo6uoiMTGRffv2SQw9ODgYgPLycra2tvjHf/xHjEaj1MkbGhq4ePEiq6ur9PX1Sf6gtbVVmobr6+vU19dz69YtBgYG2LNnjzRQ09PTaWhoYH19nbS0NEwmk6QwZ2dnSU5OFqHPiRMnKC0tFY7F8ePH2djYEDT7zZs3ZbXpcrlEYDQ2NkZLS4vg15aWlnC5XDidTmZnZzl69Ch2u52NjQ16enqoqKhAo9GwZ88eYmNjqauro6KigtLSUtEFKL/F3Nwc+/bt4+bNm9y9e5dbt25ht9uJj4+nuLiYY8eO8ZWvfEUMV6o/9Md8/V9BcNJoNL64uDhiYmLo6OigoKAAn8/H9vY2DoeDBw8eEBkZKZ9ilZWV7NmzR47tUVFRJCUl0dzcTFhYGKOjo+zs7FBWVsb4+DhBQUEUFBTQ0dFBZmamrEbn5uYksKTUX42NjWRkZIgvQkE9AVmJqSOz6m4o3mJcXBx5eXk0NTWRkZFBf38/HR0dbGxscOTIEUpLS7l+/Trb29vodDpSU1M5efIkP/3pT9Hr9XKnV8Rfs9nM4OAgq6urFBUVce/ePQwGg1i5WlpaKCsrY3l5maGhIfLz80V59sgjj9Da2orP5+PkyZPAx1mNy5cvMzo6Kgk8u92OTqejtLSUiYkJrly5Qm5urpxY1MlKWb3Ky8sF25aVlSU1cMVd2L9/PzU1NTJDULFyxYUICAjgwIEDUgUuLi6mpqaGlJQUWf2qa5Hb7WZiYoLc3Fx6enokk6AMWYoqrT5Ra2pqsNvtxMXFCUHc39+foaEhAFU9li3K+vo6Ho8Hk8nEvXv3OHz4MBkZGRiNRq5evcquXbtobGwkLi5OOBNms5n5+Xnq6+vFzaG4GyqINDc3R0xMjATvkpOTZcs0NDTEE088wb/8y79QVFTE9vY2JpNJHpRnz57l+vXrAgQGSEhIoL29XXoQ6enpwmx4/vnnWVhYYHl5GbfbLZR1Zbiem5sjPj6ekZERGhoaPl0Ep+9///uvBgQEUFpaKgOw0NBQdnZ28Hq9AERGRso6MTY2VnIBSgLj9XqFKRAfH09kZCRut1u2Fir2q5yQFosFPz8/CgsLJSRkt9vFoq1+XYXxUmUklQacmZkhKCiI6elp+vr60Ol0wp308/NjYWEBg8FASkoKdrtdmnsK15WTkwNAZWWloNoNBoPQn9rb2zEYDHLPVdVsp9NJVFQUy8vLLC4usr6+Lt38w4cPy4NEFcOCgoLY2NigsbFRgDbZ2dk8++yz4jTw9/envr5epDx/8id/QlhYmEBQlERGsSaSPoHIKuSZ4lJqtVoePnzI4uKi2LUTExNZWloSpoSKW+v1emZmZlhbW8NoNNLX18fOzg5jY2Ps379f5DUJCQmSI5iampK7t4IEq/Sr6sTMzc2xvLws8qCFhQUePHhAbGwsm5ubcvzOy8uTU0NYWBglJSUkJiZy48YNhoaGCA4Olq2YCqFZLBbee+894YcqfLxerxccvLpOqfj0zMwM5eXlnDt3TjZZakis4tbq+ur1eqWAt7S0REhIiDRMJyYmePnll0UBoIJQKpPR0NAgs6wDBw5QV1cnG5X5+XlOnTrF3bt3P10zhu9973uvZmZm0tDQgL+/v6y6ioqKWFhYoLGxEefvSESWl5c5cuSIAFWDg4Nlkp6SkkJubq4ASZqamnjllVcYHR2VtY3P5+PGjRvs3r2b7u5ucnNz+eijj8QotbGxQVdXlyi+tra2cDgcxMfHMzc3h0ajwefzSYNuYWGB9PR0XC4XGxsbAuZQpa3CwkKBzKpUm6JY19fXS5NQBVhUW1MFaGZnZ2U9q1h+KiuRmJgoiUg1hN3c3BTEudrYzM/PMz8/T2FhIf7+/rz++uvExsbS3t5Oeno6NptNhpE3b94kPDychoYGIRupyrXP5yMkJESo3A6HA4PBILMJnU5HVFQUWq2W8PBwqquryc3NxWQyyUN6eXlZqEwGg4HAwEC6u7vx8/OToeTS0pLE19WMxGQySR4jOzuboaEhAfpOTU0xPj4uoJLQ0FBJKv7pn/4pv/71r3E6nSIeUm4HnU6HRqOhoKCA5ORkYX2oop3yOyiOhF6vp7u7W0hiqampDA4OYrVa+dWvfsU//MM/iEVLbW92796N1+slPj6e4eFhYmJimJ6eZnl5WdqVTU1Nki0ZGRmR1/Lq6iobGxsSyVYlMpPJxPz8PC0tLZjNZk6fPk1iYiKzs7NcunSJmJgYNjc3CQoKkt/Hp64r8d3vfvdVRRRSIRy1igSIiIiQtt3a2hpHjhzB5XJJ8zEoKAitViu8AcUgfO655ygpKWFoaIiamhrm5uZYWVnB7XaL3Obxxx/nnXfeEVLz9vY2TqeTQ4cOERcXx8zMjCQRVQIxKytLdPOqPhwVFfV7P64GpYuLi78XRw4ICMBisZCYmEhHR4ekKtVfpOIZqjyCul6okFRSUhJ6vZ74+HjhBQYHBzM9PS3/f4PBQFFRETabTTYsbW1tUopS1wRVBlN30KKiIsbGxjh06BBtbW1SLNJoNJLF397eZnR0FJ/Px549e6Q8pPiCx44dY2ZmRvyJmZmZjI+PA4idOSoqit27d0tT0Ww2c+TIkd8bPqt7//z8PDExMaytrVFQUMDm5iZlZWVcvXqVU6dOMTAwwPHjx7FYLAwODsp61mw2i+VaeSlUACkgIICysjIJTSUkJOB2u/H5fNTX12M0GllbW8Nut3P+/HkCAgJoaWkhLCxM5g91dXUUFhbKAywyMlLewG1tbYJl0+v1cuIwm83S09Hr9eK/vH//vigVtVotISEhHDp0iMrKSglaKZiMwtgrY3pKSgrx8fH87Gc/o7u7m4SEBEJDQ8nKyhL4izrVuVyuT9eD4fvf//6r6pMJICUlherqao4ePYper0en07G2tibWJ8Xg/91P7J6eHrRaLQ8ePODJJ5+ks7OToKAgzp8/T19fH6mpqXg8Hmkt+vn5Ce3ZYDAI1WdychKr1crFixeJiYlhYWGBrKws1tfXZXptMplkZ628CPPz8wwMDBAcHMza2hoej4eNjQ2JZS8vL5OYmEhjY6Mg5Y4cOSIni5GREWJiYhgeHiY6OprV1VW8Xq+sU5WXUMlJmpqahOCUkJBASEgIFy5cIC4ujsTERGpra+WUNDw8zOrqKs8995xM/BXjMicnh7CwMLa2toTToNKKcXFxUhePjY0VsY8yeG9sbAj6PSgoCIfDQWtrKzk5OZhMJra3t1lYWOCJJ54QOEpgYCD9/f14PB46OjqEbbm9vU17ezv9/f00NjbKG0FdEwcHB4XWpEzjPp+Pra0t2tvb6enpkZ6C+l8V4fb5fIyOjvJnf/ZnTE1NSV/G6XRKtFl9AKj2qtr9q8j83NwcFotF4L7qVKNWswpIY7VaKS4uZnJykuTkZG7cuIHdbpcwVVtbGysrKxw/fpyxsTF8Ph8mk0nM3CEhIezdu5fW1lbMZjPx8fFSv15ZWZEth16vJycnB7vdzrVr1zh79qxswdSDVDFM1IzkUweDfeWVV15Vb5qtrS3+4i/+gqamJhkyqZ7Et771La5cuSJ4NhV2GRkZETZkeXk5//mf/ymNSKUvV9uEnp4eEhIS6O3tZWtrixs3bnD8+HEqKys5dOgQAHfv3pXKsuL9LSws0NvbS1paGgsLC1y/fp24uDh2dnZkQxISEkJCQgKrq6vodDpZzylHhdVqlTlEWFiYoNyCg4PFbKzw56GhoTKJn5iYIDU1lbS0NIG6qvJSeXm5wGHVieTGjRuyyTl27Jj0ScbHx5mdnWXv3r2/98JeWVkRMOvAwAB5eXksLi5SU1NDeXm51JanpqYwm82UlZUJaCQkJITU1FQWFhbo7OwUIYoaDO/Zs4fe3l65Sig8+p49e7BYLHR1dREaGiqnL1UzVuW0hoYGYmNjsdlsck3Z3Nzk9u3bpKWlSb1e+RxjYmIwGAwcPnxYikm5ubkcO3ZMtgVqbtDX10deXp486BUDROHuenp68Hg8zM3N8aUvfYmFhQXi4uJoa2ujt7cXPz8/WUkqvf34+DgNDQ3s7OyI+au+vp6kpCQePnzI3/7t31JeXs5bb71FTEyMnHSOHDkiM7ELFy6QmJhIZ2cnKysrdHd3S+R9cnKS8vJyAgICmJ6eFpblwMCAgHqV0Hh7e5uamhoKCwsZHx9ncHDw0/Vg+Kd/+qdXw8PDRT/e29sLIEk0tde9du0aWq2WQ4cOMT8/T0pKirgS79+/LwOqpKQkpqen0Wg07N27V+73ycnJEhJRVxIFulB78Nu3b2M0Gjl16hRtbW10dHQQExPDnj17GB0dZWhoiNzcXKlth4WFiUhUeSjUqtTj8eBwOKTp2dXVJcO3pqYmbDabKNMyMjIIDw9nZmaG5uZmhoeHRWev7tWpqal89NFHtLe3S4Dpww8/FBxeenq6pP4KCgrk01nRl5T6bHp6Wo69drtdYCF2u52SkhK8Xi96vZ5vfOMb9PX1yacofNz+U3dk1fhbW1tjaWmJr3zlK2RkZNDW1iYOzcrKSgYGBoiNjZWB2szMDE6nk+7ubvLy8sTipAa6KoKdmpoqRi41OHQ6nQwMDJCRkSFXIpfLJfJZhUcDcLlcxMTEyKBUNTddLhfR0dE4HA55OPt8Prq7u7l+/brU3BVpua+vT1yUfX19hIaG4vV6RaBz7NgxLl68SHx8vOD2Dhw4wNTUFEajUfDwYWFhDAwM8Pbbb5OcnCzaQsXPmJiYYHh4GI1GI0KfuLg4EeY2NzezsbEhqH91esnPz6e9vV1APfn5+URHR0tfZW5ujqysLOrr6//P5xg0Go1Wo9E0aTSay598O1mj0dRoNJo+jUbzjkaj0X3y/fpPvt3/yY8n/Xc/t9vtZmpqira2NqqrqyU3r1BW8/PzgsFW8ePl5WWuXLkipamMjAzW1tYoKSkRLv9jjz3GpUuXGBsbo6qqSsomCv1+8+ZNlpaW6O7uliPj448/LsKWhIQEiSb/4he/EFXd78pWk5OTKSgokF58fX098fHxYn2emZmR1VFqaqqAaLRaLS6XC6vVik6n49atWyIvLS8vZ8+ePTz++OMkJSUJY1JBUcxmMzabTUQsHo+Hs2fPkpubS1ZWFoGBgQwPD7N7925MJpO0Oufn53E4HCJ+UXFhZYlSuYK7d+/S2trKlStXqK2tRaPRsGvXLkpLSxkaGuLChQt4PB6JFm9tbREUFITH4+HWrVsYjUa5QxcVFZGRkUFtbS1zc3M0NjYSHBzM/Pw8BoNBItmJiYkS9gkKCiI2NpaOjg5sNhvLy8sipomIiJCa++rqKlarVVgRWq2W06dPk5ubS01NDRUVFQQFBTE7O0tFRQW5ubn827/9G35+fvT29vKzn/1Mhn+Dg4Nsbm6SlZUlGPnAwEBCQkJ44YUXGBgY4N69e1itVhEQK9O6y+USV2pPTw979uzh8uXLsk2yWCzC61Am9a2tLaqrqzGZTOj1etbX1+W1FhwcLE4SFXvX6/U4HA4effRRzp07J3F6vV4vq1VlOlOV9JCQEDY3N4XQ/cd8/TEBp/8H6Pqdb/8I+F8+ny8NWABe+uT7XwIWfD6fHfhfn/x7/+WXv78/ISEhREREEB4eLrr4uro6vF4vExMTjI+Ps7W1RXBwsCDEdnZ2pIWZmZlJWloaV69eJS4uDofDwU9/+lO0Wi0FBQUcPXpUdGTKW6mOlsXFxTQ2NnL9+nVu3bpFU1OTHDW//vWvo9PpyM7O5oMPPpCmowpNRURESH797NmzjI2NUVtbS2RkpJiJtVotZrMZo9Eo6z/V/FQqeZ1Oh9fr5be//S2xsbHMzs5y7tw5UcpnZ2dz8+ZNtFqt0I+MRiMDAwNiwQoJCWFlZYXnn3+e8fFxrly5gtFoJDc3F/g4x9Db2ytv3gsXLnDw4EGBt7777ru43W7sdjs2m42+vj5JazY3NzM2NkZ+fr4wAPz8/CguLpap/XvvvYefn5+AXdQWYX5+ntzcXGw2G6WlpYyOjmKxWOR6ERQUJGj4yclJIiIicH6iFlRvKBUhn56eZnR0lIGBAdxut8Bgz5w5Q0FBAVevXsXlcpGXl0dYWJhcMZqamujr66OiooKlpSXi4uIoLS0lPDycvXv3yiYoPDycpqYmGY6qOYoicH32s5/FYrHIgLumpoZ79+5RUFAgSc0333yT0tJSwsLCJLnb0tLCSy+9JOtv9dXc3Cy8iYsXL2KxWMjKyuKjjz4SWnpZWRlxcXF4PB6mpqZ45JFHMBqNQqtSJza1VdHpdHg8Hrq6ulhbW8Nms8n87g/9+oMCThqNJg54C/g+8E3gMWAGiPH5fFsajWYP8KrP5zuu0Wiuf/LPVRqNxh+YBCy+/+IX0ul0vpdeegmtViuhIH9/f1l7dXd3S+FFhXNUpVeFP1QrUoFdQkNDcblcHD9+XMpZly5dIj4+ntdee4033niDM2fOUFdXR2NjIwUFBTQ1NZGUlER7ezvHjh3jzTffpKSkBIDY2FgWFxcJCAiQ8o6Cciqjsxp0BQYGCvYsKCiIgYEBYU0YDAZycnIYHh4W/Hd8fLxM1BWVSX1q9Pb2YrFYSEtLEwCJUsjV1taSmZnJU089xdWrV+UaodaTamA2OTnJrl27xCOhMO9dXV0CnVFQ3MzMTGZmZuToqh7YRqOR/v5+UlJSGB4eprCwUIhYNptNiMcKqa8MWXFxcZw+fVqM4AaDjxnw8QAAIABJREFUQToEStvn9XpZX19nc3OTwsJCRkZGePrpp6mvr+fDDz/k1KlTVFZWSqlJqQVU9d1oNJKRkcHQ0BBxcXHC69BqtWJuiomJIScnh76+PoKCgmSuERERQXV1tUBtFZ9hbGwMk8kkpxglB1KqOsUlffrpp/nRj37Ec889x29/+1sOHjzIvn37+MlPfoLBYGD//v289957ctLx9/fHaDTS2dlJV1eXhPNMJhMLCwssLS0xMTGB3W4HPrZoWywWAgMDqayspLi4mLm5OSorKzly5AgXLlzg8OHD2Gw2FhcXiY2NpampSWZfsbGxOJ1ODAYDlZWVf3DA6Q89Mfw98G1g55NvRwBun8+39cm3R4HYT/45FhgB+OTHFz/593/vS6PR/A+NRlOv0Wjq/fz8qK+vp6mpicHBQQGtqgRkcXExTU1NMoHv6ekhOjqazMxMjEYjZWVlNDc3Mzk5KV6CiooK1tbW+M1vfsPw8LC06bq7u7lw4QKbm5u89dZbYo1W9B6FXhsaGhJ5TVtbG319fbS0tIg8NTMzk4qKCsbGxggJCcHlctHT08OuXbtwOBwCLomPjxevocPhID8/nw8++ACdTifQkP379wtsdGBgQDRlSpseExPDlStX5KFiNBrp7u5m9+7dLC4u8pOf/ISNjQ0SEhJISEhgZmaGpKQknnzySR555BGpUPt8PlJTU7FarVI2U9NtVQ5aXV1ldnZWmAMTExPiYlCOB7PZLG6OL3zhC7KaU+ZtRYFSgNUf/vCHUipKSEiQld7ExAQFBQXs3r2b4uJiIiMjuXr1Knv37uXevXusra1RVFQkPYvw8HDxefj7+1NWVsb+/fsxm82EhoaSmJgokWiVY7HZbJSVlVFeXg4gfk1Fy15bW+Ozn/2swGGLioqYnp4mPDyczs5O8Zg4HA5sNhsvvPACDoeDhIQE5ufneeONN8jNzeWdd95h165d6PV63nrrLV5++WWio6O5cuWKWK/a2trkOpGVlUVmZibz8/NUV1fjcrkoKCggIiKCw4cPk5CQID0INaswmUwMDw8THBzMzs4OQUFBPPXUU/j7+8vruLOzk87OTkpKSggPD6etrQ2LxSLC5T/06799MGg0mkeBaZ/P1/C73/2/+Vd9f8CP/f/f4fP9zOfzFasnmM1mo7e3l6ysLLkaXL58GZ/PJ54Fk8lEX18f8fHxolC/ffs2lZWVpKamYjabeeONN/B6vfIX5nK5GB8fF85/amoq/f39ZGdni4R0c3NT5gw6nY6ZmRmCg4P57W9/i9lsJiIigpWVFfLz80VJZrfb+dGPfiROxuTkZDIzM3n48KEUc6KiogSwoSbyOzs7vPjii3JFyszM5MKFC2xvb2M2m4VRsLi4SHd3N+Pj4/KJU1lZib+/v4BBFU9QxXIbGhp477330Gg01NbW4u/vT29vL5ubm3z00UeMjo7yzDPP4PP52L17NxaLRV40qampBAUFERERIRwGj8cjf15qn37lyhUWFxeZmpoiLy+PN954g/b2drFLJSQkyFxANVjVHj4vL4/GxkaZO6gtitPpxO12Y7PZyMnJ4cKFC/JpOj4+Tl1dHc5PjFHl5eWUlZXh8Xh4//335U3V0dFBX18fMzMzskVRZTJ1rVtdXeWpp57CYDDwwgsvSPP23LlzuN3u33NvKohweHi4nGT7+vq4e/cudXV14sNU5aaDBw9iMpn44IMPaGpq4vbt21RVVVFWViav6V27dhEaGkpQUBAJCQmEhYWh1Wo5efIkBQUF1NXVMTs7KyGyiIgI6YM8ePAAr9crpix1EkhMTMTn85Gbm8vi4iL9/f18+ctfprGxkaCgIMxmMzk5OZK0/UO//pATw17gsxqNxgn8GniEj08Qxk+uCgBxwPgn/zwKxAN88uPhwPx/9Qtsb29LFLahoYHIyEhu3rxJYGAgjz322O+5F1ZXVxkbGyMmJka8gnq9XhDlKkK6trYmPgjlEiwvL+fkyZPExcWJTvzIkSMsLi5K5FdRobxeL/v27WNnZ4eTJ0/KylM19bRaLRUVFezatQudTsf9+/fJyclhZmZGEo9qhRcRESEJtNraWsn5q/z84OAgHo+H+fl51tbWxOYUGxuLx+Ph5MmTDA4O8p3vfIeZmRkcDgcdHR2sr68TGxvL/Pw8BQUFZGRkiEC2oqKC8fFxWltbKS8vlxbj1NQUJpMJk8lEamoq8fHx3Lp1i+DgYNl5JyQkyJtXyVhVM/PJJ59kbGxMik5K1afRaCR63NPTI/7RqakpoRnfvn1b4C1ms5nx8XEhOw8NDcmaV2UI2tra5EHT39/Pw4cP+fWvfy1bnoyMDL74xS/KaefJJ58UV4Nqaubn51NXVye4N41GI3h8j8cjRTCF0lNQYoWOt9vt9Pb2snv3btxuNzExMayurjI8PCwquJ6eHpKTk+nv76egoIADBw7IzGttbU02EA8ePKCoqIj33nuP1tZWmpub8fPzo6qqiu7ublpbWyXRaLVaiYqKIioqis9//vPMz8+Ldfwb3/iGqABcLhd+fn7Mzs5y7NgxsrOzxcGxtbVFbGwst2/f5sGDB3/Ug+GPKlFpNJpDwLd8Pt+jGo3mPeB9n8/3a41G869Aq8/ne12j0bwMOHw+39c0Gs3TwBM+n+/z/9XPazAYfHv27CEjI4PLly8L6be/vx+NRiPBGEDuzTk5Ody/fx+tVitobqUt29zcxOl0kpeXR1paGpcuXSIsLEzur+3t7SQnJ7OxscHm5qZ80j///PPU1tYSEhIiT/O2tjYSExOFymsymVhfX8doNNLe3i5P+oyMDAYHB1lfX+db3/oW3/3ud6Vp6XK58Pf3l79YtYIdHBwUklBmZiYAg4ODmM1mKQVFRESQlZVFeHg4v/zlL0lLSyMtLU0i0Qrg0tvbS39/P2fOnGFoaIiJiQny8/PZ2dlha2uL0dFRYmJiZLMxNTXF/Pw8XV1dQh9WLcupqSny8/MFSdbU1ERcXBwtLS3Mzs5y5swZrl+/LpPy0dFRAgMDJVK9a9cubt++LfyCy5cvs3fvXpaWlpibm6O4uJjW1lYhHTU1NbF3715+8IMf8Prrr3Pu3DkMBgNJSUksLS3JOnV7e5uKigouXbokd2q1raqrq+Po0aN0d3dLYEklGU+cOCEKu7CwMDGAq+uAmp889dRT/P3f/z1Hjx4Va1ldXR2q4Od0OklOTmZhYUFw9qprERAQIGBhdUKMjIyU5q/ZbCYqKoqLFy/yta99jdbWViE5felLX2JgYIALFy5w9uxZCbRdunSJoqIiNjc3ReunavCqD6KkNt3d3Zw/f15W6QUFBbKhUgPaX/ziF//HZwz/u6//F/imRqPp5+MZwr998v3/BkR88v3fBP7qv/uJNBoNer1e9stqIv6Zz3yG3NxcwsLCaG5uFnS66tWvrKxIdkCj0ZCRkUFoaCg2m43Pfvaz9Pf3c+/ePYGLDAwMyCbj6NGjMovY2dnhz//8z7l//z6Tk5MkJibi5+cnolz1CRkQEEB3d7fUldUn3qFDh0hPTxcysE6no6ioiMjISCEdz83NUV9fL/0ANUtRNi2DwUBISAjp6emEh4dTUlLCgQMHsNvt9PX1CShWdUPGx8cxmUzExcUxMTGBwWDg+PHjXL16laCgIA4fPiwt07y8PHJzc0VqcvfuXba2tkQ6GxwczObmJg8fPmRqakrmI1VVVUxPT4tR/OWXX+bMmTOSRFUvdrVNunfvHr29vbhcLtrb2/H398dqtVJWVkZERAQ1NTWcPHmSiYkJxsbG+Ju/+RtCQ0NZXV3l+9//PgcOHOC1116TnIQiGikAak5ODlevXpWY9Pz8vLQuf9dknZyczNLSEhsbGzzzzDOiqLfZbAQHBwtqvrW1lePHjwMfD0Xv3Lkj0/+rV68yNDRERUUFVquVyspKNjY2aGhooKurSyA2mZmZcopVbhQ1jFVR6sHBQQHvFBQU8Nd//ddMTU3J6vvq1auEh4fj7+/PuXPneOutt2hsbCQqKkroUL29vWRmZnL79m0OHz7M6uoqGRkZFBYW4vF4sNlsvPnmm8zNzclDoaGhAafTKRLcP+br/4radXBwsM9qtWKxWEhKSpLduiIFP3z4kJMnT+LxeAS1pso3k5OTZGdnyycUQE5ODnfu3OHo0aPih4yOjpaiTUxMDD09PRw/flx26Op4quKwhw8fFompIv0eO3aM6upqkpKS6OjokChsc3MzVqtV7qmKpKN8hRsbGwQHBzM3N8fY2BgOh4NTp07R3d0t0WtVOMrKysLhcPDmm2+yd+9e4QQsLCywtrbGgQMHhGEwMzMjqUwVQNrZ2ZHrgapkLy0tAcgQ7MiRI/T09DA3N0dJSQnDw8OMjIyQlpYmGxw1OFXE5omJCQkYKeu4AqMkJyeTlpbG+++/T0FBgUR9CwoKaG1tRYF+bTYbExMT3Lt3j7Nnz+LxeHC5XOj1euE6jo6OotFoBGEPiN8jNjaWrKwsaXEeP36cc+fOkZGRIdh4i8Ui+ra/+qu/oqOjg6qqKqlm6/V6bt68ic1mE17miRMnuHfvHtvb2/LQ8ff3FzeIwsKPjIyQkZEhNK5Tp07JQ7Wjo4P9+/dz6dIlkpOTGRwcJCwsTK48b7zxBmVlZYyMjGAwGCRUZbfbSUxM5Pr167jdboqKimhoaCA6OpqZmRnBGsbGxsrrJC0tjV/96lfk5ub+XgS6qamJPXv2UFJSQktLC88++yzXr18XDUNHR8enq3b92muvvaosSXfv3uX06dO0t7djsVg4cOAA0dHROJ1O/Pz8sFgsLCwssLW1RVFREQEBAbS1tfHVr34Vk8lEb28vdrudY8eOERISgtfrJTAwkIsXL6LRaHj00Ue5efOmYLRUdDQlJYXAwEA5Pre3t8tEXq/XyzGypaUF5yey2NzcXObm5jh27BjT09PSQlT7cRXQys/PlzWrEpQqY7LzE/JwdnY2X/nKV3j99dfxer3Y7XYiIiLo6OiQFKXX6xVkuNfrZWNjA4/Hg8fjoaqqisLCQkkt2u12IiMjZZp97949nnvuObq6ukSKcvjwYX75y1/S0NAgKUwFulXuy69//es0NDQQFRXF+vo6Z86coaurC5/Px8DAAN/+9rclEGW1WlldXZXdvSJdra6usrm5SXBwMIuLi2RlZUk92u1243Q6MZvNHDp0iPv370v2QHkzDAYDqampWCwW+vr66O3tJTg4mJWVFb7xjW+ILVt1DZSA9969e7S0tJCSkkJycjIzMzMsLi5KDuGRRx5RrUPhT6prSHR0NLm5uVy5cgWz2UxnZydWq5UXX3xR8gWjo6NcvXpVSmaXLl0iOjqazs5O3G4329vbsnp+7bXXBEFnsViYnZ0lKiqKxcVF7t69i8PhEHS92gJtbm4K9r+oqEiusUtLS6I8GBoaIjAwkLi4OJKSktjY2ECv19PQ0MDi4iIul4vl5WX27t1LY2PjpysS/b3vfe/V8PBw6urqSElJobm5WZp2Kpe+srJCa2sr/f39xMXFkZ2dTWRkJBcvXgQQtoDH42FpaYlbt27R0dHB0tISNpuNXbt2/Z4B+oknnmB4eJiOjg7CwsIIDg4mKCiIu3fvotPpKCkpwWw2s7y8TFNTEwcPHmR2dpasrCwKCwuZnZ2lq6sLj8dDS0sLwcHBmM1mAJaXl4mKihIPpdow7Nq1i5CQEJGVTE9PS27A6/XidDqpqKgQD6fCc6nVVVRUFDqdjoaGBpKTkwVBBpCamkpFRQXV1dUkJibS1taGy+UiOzubpqYmsVHFxcXJ/r63txe9Xs8LL7zAxMQERqNRVpapqanU1dVx7949goKCxMrtdDqltPbUU09RW1vL+Pg4BQUFzM/Pk5OTg9frJTQ0VFgBSUlJ7OzscOfOHYmEa7VaGTwajUYB8SwvLxMdHY1Wq8VgMOB2u3n66ad5++23xRre29sr3tGIiAgaGxuFB6qKZcoCFhAQIK8N5XXo7e0VX4iCp+zatYuBgQF5UyvYirpyKStaf38/9+/fp6urC7PZLISqQ4cOMTExwdDQEFlZWQBytWlsbKSpqYm8vDz8/PwYHR0lJCSEW7dukZiYyMOHDzGbzcKoDA0NJS0tTbgL09PT5OTkiGG8t7eX3NxcCTUZjUZiYmLkBKcerGpmVFhYyNWrV/F6vZ+uB8Mrr7zyqtoBl5WVyVPObrdTVVXF6dOnJcwUGxsrRzS1ipqYmACQN5uaKXzhC1+Q/v3Gxoa8mNSu/8iRIzx48ECAHj09PbJyUw8RRQKy2+243W5WV1cZGBgQcEdoaChbW1tkZ2dLpVsl6NSROjExEYfDwe3bt2Xf7ufnJ2Zs1SEIDQ1ldHRUfJQTExMCjI2Li5MEoLJTq/BXW1sbzzzzDL29vXJ9UBP+wcFBqZtrtVqxh4eGhjI8PMzDhw+lWalWtUNDQ0xPT1NUVITD4cDtdguXUQFs1LwnOTkZq9VKYGAg1dXVLC0t4XA45L6uroVOp5O//Mu/5Nq1awLGURP+wsJCpqenRaBjMBiYnJwU9Nnc3Bzr6+v09PSwuLhIZmYm29vbGI1GGhsbmZiYEHmtoh7l5+dz9epVUlNTWV5elmGdx+MhNDSUgoICAJkLtbS0UFxcjM/nY319nby8PK5fv47ZbCY3NxefzyeA4sjISAICAgCk8Ts8PCw19qWlJRYWFqRCrTZMauZVWloqXsuNjQ0AsrKyGB8fZ25uToRBWq1Wtlc6nU62ZRsbGwIAXl9fl2ZuY2MjJpNJ3gtKShMQEEBWVtanr135wx/+8FX1Qq6pqWH37t3YbDbq6uoEt6aix5mZmYSGhvLee+9hNBqZmJggKioKvV4vLP7MzEyRrGi1WmZnZ+nr6xNqzsjICKWlpdy9e5eSkhJ8Ph96vZ7Y2FhCQkJobGwUKlF+fj4LCwskJCTQ1dXF2NgYOTk5clWIjIxkdHQUPz8/SdWpVaX6xLl27RrJyclCZVJTZIfDQW1tLYWFhdy7dw+73S61b1Ugi4yMxGQyCcext7eX0tJSqT+Xl5ezvb1NU1OTVNBVElANEa1WKyUlJYyOjmIymSguLubNN9+koKAAm81GXFwcKSkpjI6OkpmZSWxsLJmZmXR1deF2u9HpdAwNDZGXl0d0dDQZGRkYDAYee+wx7t69K8Qm5WMcGRmRoaROp6Onp4fs7GwxgSm0nRoe5+TksLm5SWdnJ4GBgVJa++d//mfS09NJTk6moaGBlZUVBgYGiIiIECKWVqsVkrW/vz/JycksLy/LULinp0fw+i0tLWxubpKYmEh1dTUjIyP09vZSVFTEiRMneP/992VmolBq5eXlnD9/XuYGKg5uNpux2+0isC0pKWFpaYmxsTFB6O/s7PD4448zMDCA2WxmfX0di8XC9va2YOtnZmawWCzygFHErrCwMIqKiuju7qagoACtVsvU1JSU7VT0OSkpCbfbzdbWlvR1lKJgfn6eoKAgHn30UXw+HzU1NZ+uB8Mrr7zy6vr6OlarVcAgGo2GgIAAEhMTefzxx7l9+7aEYX63gVlRUSHuBtWzmJ+fJzg4GJ1OJ2pzr9fLM888Q0NDA8HBwXR0dOB0OhVvn/T0dPz9/ZmdnRVFvM/nw8/PT6Ksap6hgKzp6elcvXqV2dlZwsPDiY+Pl19PocUjIiKoqKhgfn6etrY2MjIyaGxsZO/evbJCm5ubw2QyCSPRarVSXV3N008/zZ07d0RyqmYjahCpWo+Kv6jWboODg/LfruS8CkZqMBh45513iIuLkzdoT08PwcHBAshRjsk9e/bQ2dkpK2GNRkN9fb0MXvv7+4VXodPpmJiYkKGb8xOf48jIiKwdm5qaiI+PJykpiQ8//FCuVj09PYSGhnLixAkqKyvF5H3gwAHhSKrTQUJCAltbW2RkZIjDc2FhQT6xFUy4q6uL8vJymUnU1dXhcDjQaDSixlNWsp2dHdxuN4WFhULt8nq9WCwWZmZmBB2n0WjIzs6mqqqK6Oho2tvbMRqN7Nq1i66uLiIiIjh06JDUpxVPY8+ePSwuLkqqVV0XhoaGeOaZZ2hqasJkMjE4OEhiYiIlJSVSmtva2mJoaEjEO3V1dcLfePDgAXa7ndXVVSIjI5mbm5Prl8lkIiQkBKfTydLSEk6nk5GRkU/Xg+G73/3uq6oH/8QTTxAYGCh3Ra1Wy/nz58nLy8NisYhrQZmmlpaWMBqNTE5OCnatvLxccvWqpDI+Po5Op5O9dGpqKklJSRQVFcmLemtri/T0dJkXBAQEsL29zdTUlPgoAgICMBgMlJaWcuHCBVJSUuSOrLLuQUFB+Hw+XC6X6NQ//PBDPve5z3Ho0CFmZmYkezA+Ps6zzz7L3Nwca2trPProo1RXV3PixAk++OADadkFBgaSlZUl4SQVzT516hRlZWU0NDSQmprK6OioDFKrqqqEDPThhx+Sn59PRkaGiG/VIHB7e1s4jErYc/fuXcrKylhdXcXhcPDRRx/R29uLw+FAr9dz6tQpLl68KGvCkJAQ+b2rdanRaCQ0NJTBwUHW1tZ48cUX6evro7Gxkfz8fKampnA4HFIL//d//3cee+wxIiMjGRwcRKvVsri4yIMHD/Dz85OshFarZXt7WxBugJx+GhoaSE9PJygoiKGhIcxmMyUlJeh0OvGGPnjwgJdeekleZ6mpqZw7d06CckodqNKH/v7+jIyMsLW1JYlKtYa22+14PB5xgYSGhtLT08PTTz/Nhx9+yPT0NJcvX5ahuBpytre3s7W1JQ6LGzduyKzgN7/5jdTqldo+NTWVmpoaysrKsFqtuFwuuUbEx8czOTlJQkIC/v7+oj5Qg8icnBxVCvx0PRh+9KMfvarApp2dnczMzBAYGChPYofDIUGbpaUlYTAuLS2J8VdNZHNzc6mtrWVkZISDBw/idruBj7FiymakBmDKInz58mUiIiL4zGc+I0qvubk5GhoamJubo6Kigrfeeov9+/dz7do1lpaWxFngcrlwu90cOHBA+vVms5mlpSVWVlbw9/dnYGCAiooK5ubmuHnzJjqdTqhKKrasoKaXL1/GYrHw4YcfotPpcDgcVFVVsbKyImUvr9fL7du3ycrKoq+vT/IKSmCqAl979uwhJCSEkJAQUlJSyMrK4u7du6yvrxMdHS38Ao1GI2Bbp9MpV49r167JQ2h4eJiioiLhOqjU35EjR6ipqZGhpnohLywsyEwmKChIknrd3d0UFRUJH7OkpISrV6+i1WpJTU0lODgYj8dDRUUFPT097OzssLi4yNraGvn5+aysrBAQEIDX62X37t0ymA4KCsJkMrG0tERWVhaPPfYYLS0tcoqy2WwEBQXx4MEDIUG/8847BAYGijRGPcjcbrdwM00mk8Biw8LCAMRTabVaWV5eZmNjg7NnzxIVFcXw8DCf+9znuHXrFnNzc/K6WltbEyqXzWYjMzMTm82G0+lEo9EIt9Pr9XL48GGGhoakHp6TkyMyHKUtnJiYYHJyUroi6poaGhoqa9WQkBDKy8t58OCBkhh/uh4Mr7zyyqsGg4Hc3FyKiopoa2sTgEl8fLxMhQGKi4sJCgoSnqHZbKahoYGQkBD6+/vlUyU8PJzx8XH5tFU5eqvVytbWlvxhqb38/Py88BNcLhcRERGEhoZSVlZGVVUVJ06c4ObNm9jtdqxWK8HBwTQ0NFBUVERWVhaNjY0S/923b5/0Ah555BE0Gg1+fn4sLy/L1kSv15ObmytJvaysLIaHh4mNjZXTS0pKChsbGywsLJCYmCiMh4SEBBneKYfh78as19fXKS4u5uDBgzQ2NgpKTbUvVXZDcQQmJydpamoiKChIEO7379+ntLSUlZUV6Q6oIWlwcDBTU1NCUFLEpbm5OTIyMpicnGR5eZnTp0/LgygqKoq+vj5pOCYmJkreRLEPVRK1r69PzE/qIXH8+HFqa2s5c+YMly9f5uTJk5K41Gg0LCwssLGxQXx8PBqNhnfffVcgPImJidy8eZPp6Wm+/vWvU1VVRXt7OyUlJXLK+uIXvyhXQEWtOnDgAPfv32dtbU0aq+rPyGAw0N/fT0JCArOzs5w/f15Wn6Ojo0KcUh9SapioVq5NTU0cO3ZM4u+KoK3gPMPDw3KyVUCdkZERBgcHhSQWFxcnD4+YmBh5sKrf98DAAAsLCxQUFCiF46frwfB3f/d3rxYWFrK6uir11tjYWEGenTp1iqamJomyKrfCyMgI0dHRcu8sKSlhZ2eHiooKamtrcTgc1NTUSPnmiSeeECX5iRMnmJycZGhoiBMnTnDnzh1CQkI4cOCArAZnZ2flaLq1tUVAQIAAOqxWKxEREYyMjLB//346OzvJycnhy1/+Mmtra5w/f14GkeHh4XJEDQwMxOFwAB9jvdW8ROHIVYMwPz+foaEhvF4vYWFhfPjhh6SlpcnxVwWcIiMjKS4uJiAgQJqPNpuNqqoqhoaGOHjwoKQGFQNRmZucTidNTU1kZ2fj8/nIz8+XIZfFYpEHnbJHLSwsSP9DUYx//OMf43K5+Nd//Vc5+qsHqlarZWJiQuzOXq9XmA4ul4u+vj6mpqaoqKiQSrqC36jtjkoxOp1OEhISqKmpEZlMWFgY09PTcrq8e/cuY2Njkmfo7++ntbVVwLgqD9Pf309aWhqNjY2yTlUP44qKCpqbm3n48KFshUwmE++++y67du1icnKSwcFBIiIi0Ov18melWo8vv/wyo6OjzM3NyYN4165d0i1RKd9HH32U/v5+kpOT5edUpCs13B4dHaWrq4ve3l6Zoair7urqKgsLC0RERLC4uEhcXBwBAQGMjY0xODjIY489RlVVFSEhIQIX/tRdJb7zne+8ajabsVqtwMfsA7fbTVxcHHV1dUxPT3Pw4EEWFhbo6OhAo9FIrz06Opq6ujrS09NlbdnQ0MDk5KRgxhcXF9nc3JShz549e7h+/brcjxXZub+/H6fTyejoKPn5+URERAhyxI78AAAgAElEQVQ+XrkqFbyzu7tbRCZqDdjW1kZ3dzf9/f1sbGywtLTEM888I58kShqjCEdarZaAgABycnIICQkhKSmJyclJMjMzWV5eZn5+nqioKAHAFhQU4Ha7cbvdVFdXEx4ejtFolGm4+jmbm5uJiopia2sLt9tNXV0dJSUl2O122emPjIyQn58vOYiNjQ1mZmaIiIhgYGBAKNoFBQVUVVURHx+P0+mkpKSE/fv3Mz8/L6KT3t5eWYEqJ4LdbufnP/+5cBFVL8RsNjM7O0tkZCQA6+vr4muEj+1TKvG4vLyMXq8nOjqayspKdu3aJezM6elpYWMODw/z4MEDTCYTNpuNxsZGAgICKCkpYXJyks7OTtLS0jAajbS1tVFRUUF/f7+o+lZXV2WArYa56iqSnJzM1tYWZ8+eZW5ujq6uLmJiYoiPj5djfVRUFF6vl127dtHZ2SmezJCQEPLz8zEYDFRXVxMbGyvbhLy8PDo7O4mNjZU5QWpqKoGBgTQ3N9PX10dKSgrl5eUsLS1RXFyMVqvlxo0bEsQrKCjA6XSyurrK+Pg4fX19rK6ukpCQwPT0NAEBARw6dIiRkREyMzOprq7+dD0YfvCDH7yanp5OZWWlADfUJxbAk08+yezsrLyRFAJdMfiio6NlLaWKV0rvvr6+TktLCxaLheLiYgYHB/F6vVitVplXqPWRskmrY+L+/ftZWVmRkMrOzg6HDh2itrYWi8UiNebz58/LUVAxGVT6ThGGu7u7OXDgAHq9XoJY4+PjKGx+T08PPT09lJeXi/l5Y2NDtGlK2qLqw5///Oe5c+eObCQePHjA4uIi6enpIqMZGhpieHiYM2fOUFtby87ODrOzs5SUlNDQ0MD29jY9PT2EhYURGBhIZmamRHzdbrfwBZUHVF0HAgMDcblcIgOOiYmhs7NTtiCKn1hYWEhAQIC4NcPDw1lbWxMxzvLysswr1Gr3/v37crzfvXs3nZ2dPProo3R3d8tMad++fdy/f5/V1VUSExMJDQ2ltLRUilNmsxmDwUBNTY3kG9ra2qivrxdsv6JGKbWc3W5n7969dHR0CEhWQU/U1igyMpLo6Giys7MFH9jW1sby8jKxsbFUV1eL+UrlO4xGIx6PR8zXjY2NrK2t0d/fT319Penp6UxNTTE5OSmC25GREZ599lmuXbvG+vq6qPfg4wdnamoqPT09bG9v/96frYqenzhxgqqqKiYnJ1lbW5P2r9vt/nQ9GH784x+/WlhYKK7G8vJy6urqyMnJwefz0dXVRV1dHbGxsdy6dQv4eAo9MjLCU089JSm1mpoaUlNT2dzcZGhoSPDlan31+OOPU1dXR1dXlyDcfT4fOp1O0GhKXabRaGhsbOT06dO8/fbbOBwOGhoaCAwMlHWduiqUlZUxOztLf38/Bw8elLu20pL39fURGRlJZWUlKSkptLe3yz1ceTjVkXR8fJzp6Wnm5+fl+B4dHU1LSwv5+floNBq++tWvcufOHQk5TU5Okp+fDyBty8DAQE6fPo1Wq6WhoUGO1ApR1tPTg81m4+jRo/T29kotXFV21UDP4/FI0nRpaQmPxyNzkNbWVtLS0ggKCmJnZ4fV1VVOnDghfAW1wlWR54mJCSwWC83Nzej1eioqKmQYaLPZiIiIwGq1sra2Rl1dHQMDA/JwUetodVcfGBhAp9PR0dGBwWDAYDCwsLAgrUjVYFXXqN27d1NSUkJtba1M6peXl2X1qXR4hYWFVFZW4nK5gI8TperXHxgYYHNzU0pRd+/eJTk5GZ/Px+rqKjk5OczOzgqoJzg4WJgca2trNDQ0EBoaSkJCgpxiFC3carUyMTEhjM3Q0FAef/xxenp6RIqzsrJCZ2cnCQkJEoZqbW0lLi4OjUZDTk6OYPiVuEeFpCYmJvB4PJ+uB8Mrr7zyqmoWqjfk9PQ0p06dor6+Hp1OR0ZGhhSSysvLuXPnDtnZ2YyPj3Pr1i2xRCvYxunTp+XNmZ6eLn+YYWFh6PV64uLiGB8fZ2pqisLCQvm02r17NzqdTgxHt27dkkm8CulsbGxgtVqlczAyMiLXg9bWViwWC/X19fj5+eF2u4mNjWV7e1uuLqGhoWRnZ2O1Wtm/f78MUTs7O4WBqJDsVqtVkPLKtagQ+C0tLSQmJsr6bP/+/QwODtLR0YHD4aCzs5PQ0FCSkpJYXV2lurpamorp6el0dHTQ2toqTVN1Z1eW7PT0dAYGBkhOTubtt9+Wh8fOzg7h4eFERUVx8+ZNvF4vMTEx8mexsrJCYmIiERERNDc3U19fj8/nY9++fbL2U3fj7u5uEcu89957mEwmQcQfOnSIkJAQtre3hZCVm5vL+Pg4VquV1NRUIiMj6e/vR6vVkpGRIaKemZkZNjc3ZTLf1dUl/QylGzQajWxtbUkRbffu3QwODsrPn5aWRn9/P/Pz80RHR1NWVkZHR4e8iVWdOisrC71ez8LCAoGBgYJzV5yN9fV14TIYDAYpjDkcDnQ6HWNjYzz2/7X35sFtX/e59/MDwQULCQLEQgIECIL7vouLKEqiJGqX5VpWLHvqNs3MTXPTpE2Xm2SaXCtvksY3y9vbdDpNMuk7Thov8RJbshbbosRdlLiJu8AdBFeABEgQIAgQy+/9Qzzf68Rp4sx1bGmGZ0YjEILAQwI4v3O+3+f5PKdPIxQKIRgMUr5If38/bDYbpYMzxsb7HaJVVVUUmcjiASUSCZqamnDw4MFfQxOsra09WgvDc889d7GsrIzOeVKpFCkpKRgYGEBlZSX1vllL0u/3k7iErcIWiwVlZWUUhHLr1i2IRCIkJiYCADkym5qaEAqFkJGRQXzHxcVFJCQ8oM81NzcDAMbHx6HX65GSkkJ5kyzghOVLFhYWQi6Xo7OzE2tra1haWkJeXh5aWlpgMplgMpkoKEckEpFduaCggFgKTDI8NjaGPXv2kKSXYc3m5+fJ0CSRSHDkyBG4XC6SxO7Zswc9PT3Y2tqCQCDA1NQUHn/8cZSUlOCtt95CTk4OWltbSSLNrioymQwmkwmlpaWk9CwuLsb09DR0ugeUPlZfEQgEFB7rdDqJ3aBUKlFVVYX19XV0dHRQ0Y998BlYtru7G7W1tSgvL4fdbofRaCQYCwO3rq6ukhs1PT0dCoUCY2NjyM7ORkxMDB0Vo6KiUFxcjKWlJQqekcvliImJQTAYxNWrV1FUVITl5WVkZGQQIn5xcRGlpaWkdVlbWyOV4eTkJFGeWJfnH/7hH/Dd734XYrGYui9svsCDdDQWZ8dIYEtLSxgbG8Pi4iLi4+NRXl4Om82GhYUF2l0y1qZUKoVCocDCwgIRthYWFhATE0OU78TERGRlZVHngqlF09LSYLfb0dvbC5vNhvz8fHr+6OhoREZGkpo2IiIC5eXlqKqqQltb26O1MHzrW9+6yDTqfr8fZrMZ2dnZsNvtqKiowOrqKmUXAkBqaioBQtj29lOf+hQGBgYgFovJ1KPX6ykc1Wg0wmq14uzZs1SU8nq9MBqNlC7Nwm2YO1Gv1+POnTsoKirC9vY24uLiIBAI4HA4KPV4amqKrvglJSXo6+sjh19XVxe1S1NTUzE1NUVW49jYWBQXF5OF+rHHHsPY2BiCwSCmpqZQVVUFv99PRwEmA87Ly6OIOtYhYJ6D9fV1yie4efMmSWlZtmJWVhb0ej1WVlbQ29uLmZkZTExM0If5/Wde5gyMi4vD6OgoUlNTqf2akpJCvX+mxZdIJBCJRBTI4vf7YbVaiSQkFovxs5/9jOo8KSkpZHNmb+ampibExcVBqVRibGyMICzDw8OIi4uDwWBAQUEBfvrTn0KhUBDRi4nVeJ6nENyoqCjK1+R5HnV1dfjhD39ISLyVlRV8+tOfhsPhoFBihvAbHBwkSpdCoQDP85BIJBgfH0dycjJiY2Nx+vRpqj389Kc/pfg8Fl8gEAjIZMdAsDU1NbBarVhcXITBYCD0HVt0/X4/eJ5HfX09RQv4/X7IZDIKXcrKysL8/Dzm5+cJSFtdXY0XX3yR6jn37t3D6uoqsUk2NjbQ1dWFlZWVR2theO655y4ytZtKpSKxjclkwubmJqampqgiLZPJoFAoYLPZ4HK5iB3ImHj5+fmIiYlBSUkJ7t+/j9u3b6OhoQEcx8FsNiMqKgpbW1tQqVQwm83Q6/W4ffs2tf+ys7MxPz//a/xHBgMdHR0lcZXT6SQvAnPwBQIBstJub2+Ttz4jI4OwYAUFBWhvbyeWBMuzYPwC1gkYGBgg1Nvy8jL0ej2CwSD8fj8aGxtJB8HYCUw+zsC0+fn5pD3QarVYXl7GiRMnCE2nVCpx+PBhIlqzLMw7d+4gEAjAYDBAoVDQTuvgwYMIhUJ444034HA4kJ6eTmg9m82Gz33uczRXJtVmEJzo6GgUFxdTZiRL3xofH0dKSgqAB9kisbGxtCA7nU6MjIwQRJb5Xjo7OyGTyTAxMYHPfvaz6O7uRjAYRDAYJNn8vXv3sLy8jNOnT1M6E2ttDw8PIysri3YhtbW1ZIQTCARobm5GTU0NXC4XDh8+DI/Hg7m5OUpWl8lkBLNlxqdAIICVlRVkZmZieXkZEomE0PGlpaWYmZmBWCyGzWaDz+eDUqmE2+1GTk4OdQ9WVlZw8uRJqnXExsbSc9TU1OC9997DsWPHwHEcHblramqg0Whw7do1VFVV4Utf+hKuXbuGEydOEI5OqVTi7t270Ov1mJmZebQWhm984xsXjxw5grq6OqytrcHv9xNAZHp6GhUVFax4gs7OTnzuc5/D3bt3qdWYn5+PiIgIeoFZYrNSqUR+fj76+vqo+MZqGDabjc6JycnJsFqttEVj5Kaamhry4bN2IMshuHPnDnEaGKfAZrNBJBLhU5/6FJ1jmVV7ZGQEeXl5aG9vx/79+6FWqynLgFGfWcS51WqFVqslajWrr2g0GiQlJVFIzeLiIlwuF0myGSXpS1/6EiwWC7RaLQKBANxuN8Wv9/X1kavT6XSivLwcWq2WPABSqRSf//zn0dvbi8TERGg0GioaMqNUXl4e+vr6CA+fl5cHm82Ge/fuQaFQIBgMYmJiAouLi/jyl7+Mqakp0okwuGtzczPRpVnRkMnPGZA1JiaG2tYul4vcjxqNBlKpFFtbW6Q12N7eRkxMDLUw9+zZQ6Rpm81GEfTs6v3zn/8cXq8XMzMzcLlcZNRjjI+UlBQKkG1oaMD6+jq8Xi9deMRiMTo7O5GTk0Nq1MzMTJhMJrz11lvIzc3Fa6+9RpJwJuJ6v2CM0bwNBgMmJyfR3t6O7e1thMNhVFVVobW1lTpvZ8+exZUrV6j1bjQace3aNWxtbSE/Px9DQ0PUanc6nQgGg1hZWUFRURFu3ryJAwcOoLe399FaGL7zne9c5DgOk5OTmJ+fpy3+8PAwnauWl5epyjw/Pw+Px4MzZ85ge3ub8gILCgroF8LEJ5WVlXSFYohzsVhMTkMGJQ2FQlhaWqIXfnZ2FvPz88jPz8f8/DzFoiclJeGtt96i7d8TTzwBsVhMRS8A6OrqoisYM/j8yZ/8Ca5evYqMjAw6xjD33vz8PAmdmOEpJiYGAwMDOHr0KAFdvF4vTp8+TR/KsbExHD9+HAKBgEJhjhw5gtbWVqyurlKnRCaTged5Og6wxKahoSFaIFiRraysjOzpcXFxuHLlCmQyGa5cuUJAWLvdTuzIcDiMy5cvU/1FLBbT1ZdlKkilUlitViI4azQaAMCxY8cwNTUFjUaDhYUFrK+v4+jRo3Q8YN2a/fv3Izo6muobRUVFlHLFAoFzc3MpbUmtVmNycpIeW1VVBZ1Oh9bWVgiFQsTGxqKiogIJCQlwOp3UaWELucFggNVqxeTkJM6ePYubN29SFobH40FzczN8Ph+io6Oxurr6az6c5eVlaLVaklaXl5dT0XV0dJSIUZubm5TULhAIqFXJsPgMHchMhdeuXaMF/OrVq4QTiImJwebmJjIyMuB2u1FRUQGNRkNy/J6eHiQmJmJmZubRO0p8+9vfvhgOhymIhWnKKysr4XA4yIDClHc+n48CUJlYpqGhAcvLy6R1YBLgUChEIiEWCMpgpw6HA5OTkygsLMTa2hpMJhPsdjscDgeJVYqLi6FSqXDv3j2kpKRAo9GgqKgICQkJiIiIwOLiIrkCGQpua2sL5eXlMBgM8Hq9RERilXi/30+Cqv7+fkqUioqKQnZ2Nnw+H0ZGRnDhwgW8/PLLSE5OxrPPPksEJ7Z7KCgowMrKCrEQWfEzMjKSBDRpaWmQyWSw2WyIjIzEoUOHsLGxAZ/Ph7y8PEKMRUdHw2g0wuFw4MqVKzh37hwdqcLhMC1QdXV1WF1d/bWtcVFREaqrq4l0zK7OUqkUQqGQKvFGoxFHjhwhzYfb7UYgECAZMyMbsULb+Pg4ampqMD4+TsXFlZUVinObnJxEc3Pzr1GYS0pKMD8/jyeeeAJra2u4d+8ecTaTkpIQHR2NW7duUXwb43cwO35ubi6WlpYwMDCA5ORk8jBERESgoaGBlJJMFj8+Pk7AHLZri42NJXs3S9pmC0BxcTGmpqboubu7u2Gz2TAzM0PSfNbSZKav7u5uHDp0iHwxcrmcmB5OpxNerxcGgwGhUIjyV+VyOYGHRSIRI3Z/9NmVf8zBtk8RERE4efIktra2cO7cOXR2dkKn06GoqIhEO5/97GeRm5sLgUBAFVmDwYDOzk5YrVaEw2G0trbSzoD1m6emplBZWYlf/OIXEIlEmJmZoZ4zO3JYLBaEw2FkZWWRFbm5uRk8zxPc9datWwQy2djYgM1mQ1NTE/XEo6OjwXEPojUyMzNhNBrpLJ+UlIS6ujoIBAL4fD5kZ2dDqVRCJBIhNzcXFouFFg92rvz+97+P/v5+XLp0icC0ZrMZS0tLlKXQ398PuVwOiURCobdzc3M4e/YsYmNjifPIuiJarRZra2uQSCTYs2cPcnNzMTc3R1H1FRUVMJvNVABLSkrC8PAwEhMTKVAmLy8PsbGxFLP3+uuvU5EVeJDa3dHRgfHxcUxMTCAYDKKqqgotLS0Ih8OorKwkRBuTdtfU1CAcDsNutxPC/c6dOwD+jwryySefhNVqJcBreXk5kpKSYLVaUVtbi0AggMjISLz++utkUmOE65mZGdy4cQO1tbV48skn0dbWhqioKMjlcphMJmi1Wty5cwcmkwnV1dXIyMiAw+HA9PQ0jEYjqS8XFxfR0dGB69evIzc3F3q9npScjHwVERGBq1evIhwOY2BgAHFxcdRKV6vV9KFm6WZVVVXYv38/wuEwxSMmJydT+5LVHLKysqi4+e6772J7extHjx5Ff38/gAc6FlakZlTzhIQEuN3uP+gz+VDsGL7zne9cZL34lZUVPPbYY0SBBkDZDRKJBC0tLfD5fESPdrvdaGpqQnFxMZaXl0kssm/fPhiNRiQnJ0Or1VL2pUAgwN27d2E0GonxNzY2hoSEBLS3t0Ov1yMiIoLCTtgCJBaLsbW1hezsbKSmpmJsbAxbW1sIh8Po6OhAVlYWDAYDoqKiEBkZidnZWYRCIVitVnR1dVGCUl9fH7VRWeJ1ZmYmCV4YCaqqqgomkwkvvfQSzp8/D4FAAIFAgNraWkilUpjNZnz2s5+F2+2m1iPr+zMtxI0bN+jI09vbi+joaHR1ddGRhWUoTE1N4cknn0R3dzedS71eLylDY2NjMTExgfT0dLhcLphMJhQXF1MehUgkIpOPWq2G0+nE/v37YbFYcObMGUxPTyMmJgaNjY3Q6XQEY+3q6kJGRgacTid6e3vh8Xio7pKUlAStVktdFWaQYhZ4j8eDuLg42Gw2JCYmwuFwICYmhnB4er0eUqkUubm55KtISUkhAvXNmzeRnJyMiIgICIVC8iYwmtfa2homJydx/PhxkmHn5+fDarWitbUV//Iv/0LgWJbfwI4ACoWCzH7t7e2oqamB3W5HKBQiVEBPTw+F37DXnx1F9Ho97aaY8E6j0WBychIejwcNDQ0wm81QqVSIjIzE22+/jaNHj2J6ehp5eXm082HqVofDgbq6Oty7d+/ROkp84xvfuKjT6QiSsbi4SKjv9PR0XL58mbZteXl5qKiowOzsLNxuN8XbMyCFUqnEnj178MILL5Aun+ni3W43OTfPnj2LxcVFaDQaMivp9XrExcXRFZklLzPW31NPPUVmqitXrlDe4NGjR7G6uoqpqSn6ACclJZH8VqFQQKlUQq1Wk7NyZGQEcrkcQqEQZWVl6O/vR0VFBfWyvV4v7t27h9LSUvIk5OTk4Pvf/z4WFhawubmJoaEhkkuvra1BJBJhfn4eLS0tWFtbo9YZC+Gx2Ww4efIkUlNTERkZiZmZGUKx/fjHP0ZZWRkWFhbQ39+PmZkZ1NfXQywW47333sPhw4fh8/loy9rX14cjR46gu7sbfr8fBoOBPAePPfYY2tra0N/fT0Sojo4OCvdhpK3NzU243W7U1NQgOTmZYutHR0eper+wsIDCwkIKxg0Gg+B5Hnfu3CFVJlt4ZmdnqaW4vLxMmH+DwYDt7W14PB5EREQQSj83N5e4D06nk/JDiouLCTDzxhtvkACKCYiMO5kfOTk5BGNZWFggSAzbObKuBQv5CYVC6OnpIV6pTCajKD2lUomsrCwkJCTQUZH5ZQKBABYWFlBUVITS0lKoVCp0dXXBZDLB4/HQfE6cOAGhUIjy8nLCD6amplKC2uzs7KO1MDz33HMXWYpyX18fFAoFtb7W1tYoBpyBSm02G0XJZ2dnY3Z2lrBs5eXlmJycxJEjRzA7O4vp6Wmsr6/jiSeeQE9PD2QyGQ4fPowrV65gc3MTarUaACixh+G5c3NzqQBaVVUFu90OvV6PkZEROBwOZGRkUP+fmXqSk5PJFcigpUKhEDqdDunp6bDZbNBqtejp6UFNTQ08Hg/i4+OxsLBAyU2hUAiNjY2IiopCfHw8VaiZwOrQoUMQiUSQSCTIycmhxCWhUEgIuNraWrhcLjQ1NaGyshLNzc3Iz8/HF77wBdreb21twefzUW4FC4MVi8UoLCyk7Mnh4WHq5rD6i9PpxNLSEiYnJ0lQxsA2PM/TroHF2s3MzMDv95Mlnr3WoVAIExMTiIiIoHbt+Pg41tfXcezYMfT09CA1NZXkxvfv36cQ4+PHj5NycXNzk9yeCQkJJEEeHR3FoUOH0NPTQ4G5LpcLvb29yMvLIyn33NwcxGIxHU+cTie1HbVaLSIjI8muz36e/Px8SKVSvPLKK8jMzCS/zsDAADIzMyESifCf//mfOHPmDBISErC8vIyysjKqjVh2gmbNZjPW1tao6O50OnHq1ClKwlKpVFAqldTp0ev1aGpqQnl5ORWtWV5qb28vbt68CYfDQSQuBp8VCASPXrvy+eefvxgVFYXk5GSUl5fDYrGgvr4eTU1NUKlUKCwsRFpaGmZmZjAwMICCggL4/X5i/kmlUthsNthsNtIkdHV1YWNjA3v27MHGxgY4jkN1dTXW1taIpLy5ucl86tDpdEQnvnPnDjnxVlZWKOdgcXGREqGHhobIyzA9PQ29Xk/R9qyIxoqPPM+TwCoxMRH79u1DX18ftFotBbWcPXsWAoGAjjxVVVXo6uqiBCS9Xo+5uTnqjAiFQkRFRVFl/NChQwgEAtDpdJiZmYFIJCJuJGvxbW1t4Ze//CUyMjLIUs3zPMRiMeHHV1ZW0NLSggsXLuCXv/wl+SIkEgmFpZaVleHOnTvIy8tDYmIibWmlUilpBnJycpCSkoK4uDhiO2RnZ8Nms5GbktVWWLK0z+dDYmIi9u/fj0uXLgEAgVf9fj8UCgW2t7fh8/ng9/sJ3JOVlYXTp0+Tl+bcuXN44403SCKdkJBACH+WGjUwMICGhgZcu3YNarWa3l/x8fFwOBzYt28fQWt0Oh3u379PaeRDQ0NISEhAKBQiME1XVxfi4uIoIpDJ9dnZvrq6mlK19Xo9uXH1ej22t7dRWFiI9PR0pKen0zGTHedWVlbInMXqTHK5HElJSWhsbIRSqURHRwdRsTc2NjAxMUGfLybHHhgY+NALw0MROBMZGcmXlpbC6XRCJBJRWywcDiM2NhYRERGwWCxQqVRISkqCw+GARqMhvNf8/DyEQiE8Hg8SEhKgVqthMBgI4f7888/DZDJBIpFAJpNheHiYkrI3NzeRlZVFxqjR0VHMzc3h/PnzuHPnDhiLkklynU4n0tLSKHPC4XAgNTUVoVAIycnJ4HkeExMTyMnJobN8fHw8odRdLhesViueeeYZzM3NYWJiAqWlpZRBaDKZYLFYYLPZMDs7izNnzmB+fh4qlQoCgQBdXV2IiopCXFwcvVn+/M//nJDmBw8eJNMNM+BkZmaipaUFhYWFUCqVuHfvHqKjo8HzPDY2NvC1r30N7777LkpKSsglefv2bSq+MRs2q7s4nU5K+mYdJBajxsJOEhMT8d5776GhoYEyGqVSKba3t2EymaDX6ym30WAwkA+G4zjyYty/fx8SiQR6vZ6wfuz4xyLsIiMj8eqrr8LlcqG6uhr379/HgQMHaMFdWlqCTCZDfX09pqamYLVaUV9fD+BB8vXy8jJsNhuUSiVF3C8sLGBpaYkSwtlO6v3g4e7ubqrtMNL3l7/8Zbz22mtE8BIKhZiensahQ4dgt9uxubmJ5eVl8k+w35VKpUJERAS5NxcXF8l3MT09DZlMBr/fj/r6ejidTnR1dSEvL48Kk6yztLKyQirhnJwcNDY2UjRiZWUl/uM//uPRCpz57ne/e1Gr1RIFiEV+MSkyMxqlpaWRWCQtLQ09PT1IT09HQUEBVldXodFokJOTQx+KpaUlNDY2Qq1Ww+fzISEhgVZ1lrjESEyM88iUiMFgEEVFRZDJZBgZGSE+wYkTJ7C+vk7uTY1GQ25Ir9cLl8tFxi+j0Ugyb8tOMrFcLielHKMEi0QiqmwzIdXExATOnTuHyMhItLa2Ijs7m2LO9+7dC6fTiZycHAqIYclJGxsbpCJkwEIe5PMAACAASURBVBez2Uy1kqmpKaSnp1Pw7xNPPIEf/OAHqK6uxvPPP09nbKPRSInZiYmJyM/PJ+qVWq2GzWZDd3c3kbVSUlIQHx+Pnp4ebGxsICIiApmZmaRirKiogFgsBgD6Xb3yyiuQyWSUccHISCzuTa/XQ6fTYXV1FcPDw8jLy4NOp8PExAR4nsfq6iotcnq9Hmq1Gvfv38fo6CjVjZjhaWhoCGq1mtgFvb296OzspPM8Q6m5XC7yeSwuLmJ9fR0ajQavv/46MjMzMTQ0RK7RlJQUvPPOO1heXkZqaiquXbsGjUZDeZjd3d3467/+azQ3N4PjOMoFVSgU0Ov1xNj0er10RGVJaAyqW1hYSEKqwcFBQsXHx8fDZrNhY2MDk5OTcDgc4HkeDocDFy5cwNbWFmHm9+/fj2Aw+OgFznzrW9+6+PjjjyMzM5MgI+wMz9R/7Iffu3fvr2UyKhQKyoZgJqHR0VEsLS3BaDTSYyIiIhATEwOVSkXmHIfDQVHlV69epVi2iIgIcBwHi8VC4iSW97C+vk7p21KpFCUlJcSFBB6ARzIyMmC1WkkXkZubC7FYDL/fj8jISOIWikQiOJ1O2oKz9urdu3fpSMA8HEx8s2/fPsqrMJvNdGxyOBxYWloCO5K9P2V7cHAQaWlptKuZnZ2F0Wgkj39FRQWam5tx8OBBLC8vY2trC36/n0xrzDnIcjzY74bneXg8HszOzmJubg4+nw/Hjx8nzQbLXGSJVHa7nUxKDFt26NAhmM1mPP744/B4PBQMzMjbPp8PTqcTBoMBc3NzJHoyGo2Uh8Ei81jNKBQK4fDhw+SdYNvx9PR0kjQXFBSgsLAQJpMJQqGQxFF79+4lkVJZWRkZnUpLS9He3o5jx45R5+mNN97A+fPncerUKYTDYWoHj4yMUBvz6tWr8Hq99HPv378fExMTVBNj34/5NBj3YWtrCz09PZifn8exY8cQExMDj8eD1NRUyit1Op3o6OjAgQMHsLGxQUXbwcFBNDc3E3mawW7+EHz8Q6Fj8Pl8sNvtpDAUCATEKWB5hVVVVSShZW1GZkFmSVIM/KnT6WAymeB2uwluwrZ2V65cgVKpJA39vn37yMnIQC1+vx+FhYVEm15eXqbgExYKywCqQqGQruQMZtLf34/MzEzKEZBKpRCLxRQ5Fh8fD5VKhdzcXCoShcNhCIVCLC8vo6CgAHV1dRTtzuobrDp+6NAhMhUxEw2DrbI2XnFxMTY2NtDc3Ex2YRZ5x4xBLpcLarUaw8PDZHqSSCR45513YLfbERcXR1d3s9mMZ555Bm63G8ePHwfHcSgqKkJ2djaRndmxVKfTob+/H3l5efD5fCT6YlwKr9eLUCgEvV5POv729naC9f7N3/wNTp48CY/HA57noVQq6blcLhc0Gg3h/tPS0jA3N0dmNZ/PRx4HZuiKiorCn/7pn2JiYgIJCQm0mBUXF2NlZQWXL1+GyWRCbW0t/X6YTD0cDqO8vBw3b97E17/+dfLarKysoKKiAi+++CJef/11agezjM+UlBSIxWKMjY2hvLwcaWlpUKvVUCqVBAkym814++23SZpdWlqKxMRE2Gw2CsBVq9V45ZVXyAGr0+lgsVjI03Lw4EE0NjZiamoKRUVFOHDgAEQiEX7wgx9genoa586dg8fjwdDQ0B/0mXwodgzf/OY3L8bFxWFsbAxzc3PQarXQarUYHh6GRqPB3NwcYeCZyzEqKgqBQIAKNPn5+ZQXGBcXB4fDgaKiIqo/+Hw+VFZWIhgMwmKxIDIyEna7HW63G2lpaZiamsLc3BwlE7HIPAZMZVvAubk5CIVCgoIyorXZbEZkZCQp+BYXF3HixAnaBQwMDCAvL4+wc6yNmpWVBYfDQbFmbKEZHx/HoUOHcPnyZdTW1sJgMGBkZIS8Eawtt76+TuYxAMjNzcXAwABWVlYod+H9/AOhUEimKr1eTwuO3++HVqtFTEwMyZFZFJ7RaERFRQUuX75M1uSZmRlMT09T14AJdTY2NqDX67G0tIS2tjbodDrK8AyFQvirv/orpKSk4OrVqwS0SU5OhtlsxpkzZ7C0tERJ3vHx8UQrunv3LnUM8vPz0djYSPASo9EIo9EIs9mM/Px8wsStr6/D5/ORfHllZQXl5eVYWlpCYWEhLl++jLS0NKyvr1NXoLCwEM3NzZQ1arFYiLjd0dEBpVKJ7e1tYmdoNBrqcPA8D5PJRDJ4diFhtYbHHnuMJNyMy8H4l5mZmejq6qIFnLXu4+PjCTMnl8tx//59wgyur6/j2WefxezsLAwGA+3iBAIB8SYZKCYcDsNisTxaR4nnnnvuYklJCSUf5+TkoKOjg1pm165dI2NMX18famtr4fP56EOfl5eHq1evQiQSwW63E7mG4bgNBgPcbjdGR0cRCoXIhMJxHDn3ZDIZMQ1YHmJUVBRkMhkyMzPJIpyeng6LxYJz586ho6MDKSkpWFpawuHDh9Ha2oq5uTmcOnUKly9fxsrKCu7du4dAIACZTEbeh8HBQdTU1ODcuXN46aWXCJTKgnFYNoFEIiGOH0Pkh8NhxMTEkJ25q6uLwm0Y62FoaIjqGXV1dYQwi46OhtvtRnR0NJGOpqenYbPZEAwGKU+S7XDi4uLg8XiIf8GKozabDQcOHKCjQmZmJu7fv49AIICioiJcunQJarUa1dXVkEgk6OzsRFpaGpKTk2GxWKjdyMRKzc3NtAucnp4m7mVfXx9u3rxJqVZMDHX8+HGsrKwQBZlV8VkdJj09HX19fUhJScH+/fvR2tqKkydPEleDCbvGxsYgEAgIC+/z+SCRSEgT4Xa7UVlZiampKUrcvnPnDtRqNdmzpVIpQWCKioookGh1dRU+nw8KhQJut5uOYCxN65lnnsGtW7coFiAxMZGcpvHx8dizZw8xTB0OB6V+1dTUYGZmBsFgEDk5OfjZz34GvV4PhUJBR2YGhgkEAujp6aEQYofD8WgtDN/73vcuso4BaxFxHIfR0VEoFAqKp/P7/Thy5AhefvllijAPh8N0fmXsRpVKhbm5OQoMZYnTPM9TEZAlKcfFxeH69evQ6/UU0TYzM4ORkRGcP3+epMdM2+5wOBAOhykGraSkBN3d3fS9WR/9/V4BnuepNcmCSoPBIO7fv0+MxqioKNo5xMbGkhc/KiqKdBD5+fmEvOvr66MPzMbGBvx+P5RKJcxmM+bn5wEA4XCYKtyDg4MU1isQCKDVauFyuQCAqElarRYAEAgEiFTFkPsZGRm4d+8ebdunpqbo6KJWqyGXy8kOHB8fTy3FtrY2pKamYnx8HKurq3S8Yhb4t99+G+Xl5eRbYFdCpnacmppCWloaJicnKfXbZrPBbrcjPz8ffr8fU1NT2N7eRlRUFDQaDTiOg8fjwdjYGLxeL3Q6HbVnWZeGHRn37t1LOzev10tt1MzMTGxubhJhieWBikQirK6uQigU4vjx4xgcHER8fDxldDDlaXR0NHW7UlJS0N7eDp1Oh5WVFZhMJlitVlitVhgMBuZjoM6Fw+GAQCCgBf3kyZPkCNbpdJDL5fQ7OXv2LBITE+k4GA6HSUNj3IkLZHwLnucfrYXh29/+9sVAIIDy8nJSkZ0/fx7x8fHIzs4Gz/PUEmJvOoVCAZVKhXA4jJMnT8JsNuPw4cOIj4+nqy1D0DudThQXF8Nut1OBp6qqCl6vFx0dHaipqUF8fDwFkrJzJACSBS8sLEAmk+HYsWMoLi6Gx+NBXl4e7ty5g8LCQkxMTCApKYnIQV6vF3q9HtPT0xQVxgJqw+EwfejX19chlUpx5MgRcByH+fl5Qri/n/zEWIOdnZ2k9kxPT0dOTg58Ph/hv1jrlBVKBwYGSAU5MDCA3NxcyljIzs7G9vY2WltbydzDipTMNBQXF4eVlRXY7XacPn0aGo2G9AZ79uyB3W7HyMgI3G43ioqKUFRUROrGyMhIGAwGWsQbGhoosYrZ2xMTEyGXy+HxeMActnV1deRzYE5Kdr5OSkpCTU0Nbcmjo6Np220ymcjwNDk5STbt0dFR2O12ZGVlQSgUwmw2o7a2ln5nYrGYIubYB3VhYYH0ExqNBoFAABKJBBzHISMjA2tra3A4HFAqlSRZvnnzJv7yL/8St2/fRmZmJgBApVKRRyIQCEChUKCpqQkGg4FSvAOBACk4NRoNqqurqQMklUoxPDyM2NhYlJeX4/r165BKpXTxnJiYwOzsLPbv34+ZmRnk5uZicnKSqNXPPfcc7ty5g2AwiI2NjUdrYfja17528W//9m/xi1/8guAfLS0thDqXSCSU6TA6Ogq1Wo29e/dibW0NkZGRuH37NpRKJcLhMKURjY6O0nk3NTUV3d3dRB+urq6G2+2mardWq4VQKITNZkNVVRVKSkp+DcjCaMhpaWkYHR2FzWZDW1sbNjY2kJSUhMXFRajVakxNTZEDc2JiAhkZGdBqtUhLS0NxcTHefPNNKJVKGI1GpKenQ6lUoqmpCSdOnMD8/DyampoQFRWFtLQ05Obmoq+vj7DsKSkpuHXrFvbt24dQKISFhQVcv34dPp+PugtMAsvas4uLi2hoaIBAIEBGRgampqYIa5aSkkJakczMTDqTMjz9s88+i1dffZWUp6urq1hfX0dkZCRsNhsaGhpw+/ZtREZGQq/Xo7i4GGNjY1hdXYXNZqPaC0uhYj4GpjJk4S3syjo5OUnqx7fffhtqtRo5OTkYGhrCkSNHsLm5CZvNhoGBAdp9hEIhZGZmIisriwqCCoUCg4ODCIfD0Ov1FIK8vLxMtvrFxUW6St+/fx8ej4eK3k6nk9LEGK1rfX0dCoUCgUCAZO9Mbm8ymagVzKLjbDYbpFIpJiYmiAva399POhcm2mpsbKQMjoKCAlrs2PsWeGAeczgcsFgstIB0dXXB5XLB7XbDYDDg9u3bWF9fx9raGvLz80notL29jW9/+9s4cOAAq088WgvDP/3TP118f8BMKBSibMCGhga4XC66ghYVFcFms2FoaAhyuZyuOMFgEPPz87Db7bDb7aiuribVYCgUgs/ng9vtxvr6Oniepw8JayGazWZqjzEMeVtbG+Li4qgOwXT1Wq2WNOqsaKdSqVBSUoLt7W28+eabKCsrI2zY4OAg7t27h6KiIrjdbuTl5cHlcuH69es4f/48MSWio6OhUqmg0WgIRqvT6eiowCTiCwsL0Ov1OHPmDB2BhEIhEhISYNnJGWBXYOajGB0dpcUzGAzSeZRRnhil6fbt29BoNCT6WVhYIBIRU18CDwp7LCIvIyODjGfs9Ttw4AAZ3RiyLTY2lpiOTILMYgidTie+/vWv44c//CHOnj1LPwdDtGdnZ1MLleU6LC0tITk5mWoVg4ODCAQCJGZjdQL2/6OjoykVSy6Xw+/3Y2Njg7wtTBGalZVFWPpwOIzS0lLSyRQWFlKyF2NXBoNBUray13JjY4OArTdu3IBCoYBcLsf6+jra29sJmf/000+jtbWVAMTFxcXY3t6mCxyD6mRkZBCTMzMzk+bPhFkREREEHb5//z7sdjvltDDgTmdn50fbruQ4zsJx3BDHcf0cx/Xs3KfgOO4Gx3ETO3/Ld+7nOI77IcdxkxzHDXIcV/r7nj8UCqGpqQkOhwMRERFYWVmBQCBAQUEBbt68icHBQQCgBCoWzmGxWMjEwlbsqqoq1NfXY2lpCYmJidRyYxzH5ORkWtmZsSoyMhJLS0uw2+3o7Owk5HtxcTEsFgtp/DMyMtDb20tncSZoYvHtLCIuMTGRuP4HDx5EfX09ioqKEBUVhfT0dFy6dAmDg4NITExEW1sbpqamIJfLUVZWRi3NsbExFBQUUPcjLi4Op0+fRmFhIS5cuAC1Wg2LxYLOzk6kpKTA7XbD4/HAarVSGnNtbS0cDge5TBm+LSsri7QJbJckFArxyiuvQCQSIRQKEceRScVv3bqF9fV11NTUID09HcvLy+jp6YFKpcLAwACsVisuX74MlUqF6upq+Hw+9Pf3E0GbPadWq8X169dJPm6z2Uic8/LLLxMxmsFSWY4I8xM0NjaC5/lfC4X1er0EBc7KykJpaSkh8Ofn5/Fnf/ZnGBgYQEREBA4dOgSfz4exsTFYrVbwPI+ioiKsra0R64HtJkOhECorK/HWW2/h2LFjiI2NRXt7O0QiEQAQ9GVjYwOtra30HvnCF75ArdBf/epXEAgEZFBjiwiD3Lz11ltko2ahyCx9m9Gu8/LyAICyQywWC5xOJ4RCIdrb23HhwgU0NDQgIyMDZrMZOTk5RJNKSEhAc3MzCdE+7PhDdAwHeZ4vfp+k8isAbvI8nwHg5s7XAHAcQMbOn/8G4N9/3xMLhULiBbACC2MjikQipKWlUdEoLS0NADAzM4PMzEz09PRQDoHJZMLk5CQqKioQHR1NJiGxWIyIiAgAQEZGBkKhEEwmExXmpFIpsrKy8PTTT6OiooLUhD6fDzqdjl44VleYmpoi2IhQKMSnPvUpTExM0CJWVVWFp556CrGxsRgcHERLSwscDgdcLheF4PI8j5qaGlRWVkKhUECn0+Hf//3fiZStUqnw3nvvUVakRCIhktOVK1cwOztLXRav10vgmKqqKhw4cICCcXNycog2vL29jWAwiNXVVfT394PneTz99NO4du0aSkpKUFBQgLi4OOh0OiwvL2N4eBgjIyNkDGJCqq2tLZSVlWF6epo0JhKJBPX19YiNjUVUVBQtqMvLy7BYLJDJZOjo6AAAOrqwXUZCQgLy8/PJ+7G8vAy5XE4EI8YliImJoQwHqVSKz3zmM5Tt8Pd///c4fPgwRCIRfvaznyE7OxtCoRAGgwHf+973kJqaivj4eLzwwguIiooiAVN9fT3ZtFmMIDOGmc1mmM1mSjNzu924cOECUcaZktTlciEUCiE/Px+3b9/GK6+8gvHxcQKwJCYmorW1FXl5eQiHw4iMjMTevXsRHx+P0tJS4locPHgQMzMz8Pl8JAOfmprC7OwsJicnickgkUjIj/P000+jqakJLS0t8Hq9aGhooA4SMxempKRgeXn5D/iof0ivBMdxFgDlPM+vvu++MQAHeJ5f4jguCUAzz/NZHMf9eOf2y7/5uP/q+UUiEa9QKKgrceHCBbz99tuEDtfr9RgfH8fZs2fxwgsvQKvVkuqtqqoKfX195A5kaTws8ZkdQ9jWsqKigt50LFmpoqICgUAA169fR1RUFMLhMOrq6qgHzmLJ2Nl8cXERR48exbvvvksR5pWVlSQK0mq1aGtrg8vlQm5uLtLT06FSqXD16lXIZDLY7XZUVVXRWdloNGJzcxP79+/H1atXUVdXRxwCp9OJPXv2YHJyEhsbG9jc3ER9fT3xGcPhMLXAjEYjsrOzf609yLgQeXl5ZExiRiFmnmIuz/r6ekxPT2NpaYn0Dl6vl3ZfW1tb0Ol0aGlpQVVVFd58802kpaXB5/OB53kcOHAAIyMjkEqlSE9PR0tLCwKBANLT0+H1euF2u+Hz+eDxeEhTwLpQSqUScrkcg4OD5EfIzc3F66+/TotybW0tWlpacPDgQVogWGYFQ/exrsTKygqeeeYZ2O12XLp0CV6vl8AuLPyYhREFg0FUVlYiPj4eL774ItRqNdLT0+n9waA64+PjmJ2dJUI1C6hlRwomhispKUFcXByys7Px6quvUiR9UlIS0ZZYQZtlkNhsNhQUFEClUlFKuNFohFarxfT0NOH/7XY7pFIpWdB9Ph/u3r1LBO2rV6+SelcgECAvLw8nTpzA5z//eYyPj39or8SHXRhmAKwB4AH8mOf5n3Act87zfPz7HrPG87yc47grAJ7neb595/6bAL7M83zPbzznf8ODHQUiIiLKTp48ie3tbQwPD6OgoAAjIyMoKyvDW2+9hcLCQkilUrKuNjY2Ij4+HkePHiXYidPpRFtbG8RiMY4cOUJQFiasYR/a2dlZAoC4XC4i5jDHYkJCAiYnJ7G2toYDBw7AarWSBFqj0cBqtRKrgGUq6nQ63LhxA3FxcTCZTNjY2IDX6yVNwhe/+EX89Kc/hU6ng8vlIv39+Pg47U4A0ELS3d0Nj8dDC5bL5UJ0dDQSEhKQlZVF9mOxWIy+vj7k5ORAIBCQy7O9vZ3MZBsbGwgEArTbuXXrFtLT04mh4HK5kJ2dTcCbmJgYaLVaCAQCOp6wBUYikVAhkRlz+vv7KUnKYrHg8uXLOH/+PN59912kpaXRAsTOzawzlJ+fj6WlJaplMFVgV1cXYeteeukl5OTk0MLBJNlMoBUTE0OKWXYcLCoqQmVlJQYHBzE9PY34+HgqPrN07NLSUoyMjBA3MjU1FWazGdHR0UhLS0NLSwsEAgFSU1Ph9XqJf5GSkoKIiAiEQiGCsTQ2NiIpKQnr6+t0bPL7/fB4PPD5fCSBNplMaGxsRE1NDYaGhlBWVobR0VFCEQoEAsLLx8bGYmZmBn19ffjnf/5n/OQnP4HBYKCiosvlwsTEBD2v3+9HcXExoqOj8W//9m/4yle+gitXrlDrWKfToaysDF/84hc/9MLwYY8Se3meL8WDY8LnOY6r+13ryG+57wOrD8/zP+F5vpzn+XKRSITLly+ju7ubRCwpKSlwuVwoLS0lIKZQKMTk5CQOHz6Mf/zHf6QcRUbHLSgoQFJSEjnORkdH4ff7sb6+TiyEhoYGJCUlITc3F7W1tQgGg+TNcDqd2Lt3L2w2G8rKymi7m5CQAJvNRmjviIgISCQSvPDCC9jY2MCdO3dQU1MDiUQCsVgMuVxO3EO1Wo3m5mZER0dDLpeTAUggEECtVqO4uBhJSUnYv38/srKyMDQ0hEOHDqG0tBT9/f0YGBgAABw8eJB634xVMTMzQ4XUa9eukXqztraWcipnZ2extraGmpoaiEQinDp1iiTKrPhqt9vxi1/8Ak899RSSkpLQ29sLmUyG7e1tyl7Mz8/HxMQErFYrDh48SPBZh8OB6OhorK+vY2NjA/X19RgeHkZKSgqGh4epfcq6G5ubm1hdXcX8/DwCgQDS0tIgEAgoZ9HhcCAtLQ1tbW2kQeju7qai2+bmJq5cuULt61u3btGORyQSYWxsDJ2dnejt7UVtbS1dfU0mE4mIWP0iKysLw8PDuH79OpRKJdU62OLjcDjQ3NwMu91Ouzhms2cL+N27d7G1tUUAGLlcDpFIhJKSEkilUrhcLiiVSjqWMgs0ywCRSqXQ6/VoaWlBU1MTlEolLl26hJycHBw7dgyDg4MEmbHspJP39fWR+EoulyMuLg5yuRxRUVEoLy/H6OgoKisrqfYkFAopSOnDjg+1MPA8v7jztx3AmwD2ALDtHCGw87d95+HzAPTv++/JABZ/1/MHAgHU19dTZHsgEIDP50NhYSG2t7eRm5sLu92OPXv2wGq1oru7G9euXUNqaiomJiagUChw6tQpwsiPjY2hqakJpaWlWFhYoCsQ23KnpaXh2rVr6OnpoeAapie4ffs2DAYDpqenEQwGsby8jPfeew9RUVHo7e2FQqGAVCrFj370I8TGxiI7O5uCXdjWl+HOXS4X9Ho9fv7zn6O+vp6goywQNykpCaOjo3A4HFheXkZhYSGeeuopbG9vIzIyEhqNBhUVFdje3sbAwADsdjstLFtbW+jq6kJhYSH8fj9EIhGys7NJgLS4uEgy8Lm5OezduxcmkwkLCwswGAxM8IKGhgbExMRQNZzF4mk0GgpyYbLziooK6PV6PP/884iKioJSqST4SHd3Ny14fr8fYrEYOp2OxFrV1dXQ6XQ4ceIElEoloqOjUVhYCI1GA51Oh8LCQty9exdlZWUYHx9HUVERkZsSExMpsMZms5H9eGZmBt/85jeRmZmJyMhIZGRkQK1WQywW47HHHkNnZycyMzMJ+vsXf/EX1M5MS0sDx3EwGo101Wak7lAoBJFIRO5URpsSiUSIiIiAyWTC6Ogo3G43uUdv374Nh8OB+Ph4GI1GrK+v49Of/jTC4TDGxsZgNpvpyMjCdgUCAQ4dOgSO43D27Fm43W6EQiFkZ2djYGAAbW1tBAgSCoWwWCwEp/H5fFCpVBgZGcGpU6fQ3t4Os9lM3Y9QKIT09HSKxftDvRK/9yjBcZwEgIDneffO7RsA/h8AhwA4eJ5/nuO4rwBQ8Dz/PziOOwngrwCcAFAJ4Ic8z+/5Xd9DIpHwOTk5FB92/PhxDA0NITExkdyMTCLN5sv6t2fOnMG1a9cQFxcHjUZDZ+ZAIACz2UxONeY0ZC7F4eFhnDhxAu+++y6ys7Nx69Yt7NnzYJqdnZ34u7/7O7zzzjtEwQkGgyQ2crvdhJ4vKSnBxYsXsW/fPiwuLiIjIwNzc3NUmGL1gaysLNTV1RGHb2hoCDExMTCZTAiFQhgfH8dnPvMZNDc3Y2Fhga5Oa2trePzxx8kz0NnZCZVKBYVCgf7+fng8HhQWFlIrd3BwkOC5jG7EvCJKpZIIUadOnYLVaiWNwNLSEuVCsPO6TCZDVlYWHdEYc0Emk0EqlVJEnFKpxNLSEiU6MZv12NgY2eI7OjroWMQ4CgzbJpfLcfPmTRQUFBDazGw24+DBg7BYLMTDbG5uRl1dHSYmJiAUCrG5uYmCggJcunQJp0+fphoIUziyaDgWycck32azmTpLrDDNflcZGRkYHBzE448/jhs3bhB1mlnsJRIJ7t69+2vMECZXZ+KvmJgYbGxs0Puhra0NcrkcJ0+eJN7o2toaEhISKOOU0cd6e3sJwltSUoKlpSUEg0HMzs7C7/cDAPLy8jAyMkIaEFaPYCpQp9MJmUwGkUhEpLPV1VVYrdYPfZQQfojHaAC8uUM+FgJ4ief5dziO6wbwKsdxnwFgBfDkzuOv7SwKkwC8AD79+77B9vY2VCoV1tbWUF1djZaWFvA8j8XFRezZs4ei6Zittbq6Gl6vF1/96lfR3NyMxMREPPXUU1StZ+YmxixgEmWv14vr16+T85LxCtm5zmazIRwOo6SkBO3t7bQ9ZDmHjC3IzvHME5+TzQnBoAAABd5JREFUk0PbfABknJHJZEhKSkJOTg65Mqenpymb0biDa7darUhOTsYLL7xAve/t7W088cQT+Nd//VeChbrdblRXV8Pj8VAEGdsJ5efnY2ZmBnV1dRgfHyenYFxcHMXNsTOqwWAAAIyNjSEnJwcqlYqKghUVFQRU7ezshFgsJqoxx3EUYGO1WpGZmYnXXnuNQLxPP/00fD4f1tbWkJycjLW1NYjFYkxOThKAxmg0QiKREHWqvb0dPp8PycnJlDIeCASQm5uLy5cv4+TJkwiHw0hMTATHcbBarZDJZBRCa7fb8dhjj0EsFlOgLhN8ud1uyro0m82EZ2NqWLbQM/GVRqMhE9aNGzcQHR2NoaEhJCUlwWw24969e0hKSiI60tmzZ/GrX/0KWq0WqampJESSyWQEdbl79y6efPJJzMzM4PLly8S3vH37NvLy8hAfH09tVUYmU6vVmJ6exszMDNRqNVm6VSoVOjs7kZiYiJKSEphMJrz++uvY3t7G+Pg4ysrKwMyIUqmUkrAZCJe9Pz/MeCgIThzHuQGMfdLz+JBDCWD19z7qkx+PyjyBR2euj8o8gd8+1xSe51Uf5j9/mB3DxzHGPuwW55MeHMf1PApzfVTmCTw6c31U5gn838/1oQC17I7dsTserrG7MOyO3bE7PjAeloXhQxk7HpLxqMz1UZkn8OjM9VGZJ/B/OdeHovi4O3bH7ni4xsOyY9gdu2N3PERjd2HYHbtjd3xgfOILA8dxxziOG9vhN3zl9/+PP+pc/j+O4+wcxw2/776PjDvxEc9Vz3FcE8dx9zmOG+E47q8fxvlyHBfDcVwXx3EDO/P8xs79qRzH3d2Z5y85jovauT965+vJnX83fhzzfN98IziOu7djBnyY5/lHZaSA5/lP7A+ACABTAEwAogAMAMj9BOdTB6AUwPD77vsugK/s3P4KgP+1c/sEgOt4YBqrAnD3Y55rEoDSnduxAMYB5D5s8935ftKd25EA7u58/1cBPLVz/48AfG7n9n8H8KOd208B+OXH/Hv9WwAvAbiy8/XDOk8LAOVv3PeRvfYf2w/yX/xw1QDefd/XXwXw1U94TsbfWBjGACTt3E7CAzEWAPwYwIXf9rhPaN6XABx5mOcLQAygDw88NKsAhL/5PgDwLoDqndvCncdxH9P8kvEAOlQP4MrOB+mhm+fO9/xtC8NH9tp/0kcJHYC59309v3PfwzQ0/A5kZudv9c79D83cd7axJXhwNX7o5ruzPe/HAwfuDTzYJa7zPB/8LXOhee78uwtAwscxTwD/G8D/ABDe+TrhIZ0n8ABl8B7Hcb07bBPgI3ztP2lJ9IdiNzyk46GYO8dxUgBvAPgbnuc3dsxuv/Whv+W+j2W+PM+HABRzHBePB7b9nN8xl09knhzHnQJg53m+l+O4Ax9iLp/067+X5/lFjuPUAG5wHGf+HY/9g+f6Se8Y/mB2wycwPjLuxEc9OI6LxINF4UWe53+1c/dDO1+e59cBNOPBOTee4zh2YXr/XGieO/8uA+D8GKa3F8AZ7gHG8BU8OE7874dwngD++IyUT3ph6AaQsVP5jcKDIs7lT3hOvzkuA/izndt/hgdneXb/szsV3yoALv53cC0/6sE92Br8B4D7PM//vw/rfDmOU+3sFMBxnAjAYQD3ATQBOPdfzJPN/xyAW/zOwfiPOXie/yrP88k8zxvx4H14i+f5Zx62eQIPGCkcx8Wy2wAaAAzjo3ztP87i039RRDmBBxX1KQD/+AnP5WUASwACeLDKfgYPzo03AUzs/K3YeSwH4N925j2EB7Dcj3OutXiwHRwE0L/z58TDNl8AhQDu7cxzGMD/3LnfBKALD7gdrwGI3rk/ZufryZ1/N30C74MD+D9diYdunjtzGtj5M8I+Nx/la78rid4du2N3fGB80keJ3bE7dsdDOHYXht2xO3bHB8buwrA7dsfu+MDYXRh2x+7YHR8YuwvD7tgdu+MDY3dh2B27Y3d8YOwuDLtjd+yOD4z/HzbyEe+FUVDiAAAAAElFTkSuQmCC\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.Dark Count: 12.66 \n", + "2.Total P.G. Light: 19.4 \n", + "3.MOT_z P.G. Light: 15.69 \n", + "4.All Room lights: 68.93 \n", + "5.Back room lights: 11.85 \n", + "6.Windows only: 11.4\n" + ] + } + ], + "source": [ + "''' Measurement of dark/noise counts'''\n", + "mean_arr = np.empty(6)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\1_darkcount(blocked).jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"1.Dark Count\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[0] = round(np.mean(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\2Total P.G.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"2.Total P.G. Light\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[1] = round(np.mean(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\3motz.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"3.MOT_z P.G. Light\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[2] = round(np.mean(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\4allroomlights.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"4.All Room lights\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[3] = round(np.mean(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\5backroomlights.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"5.Back room lights\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[4] = round(np.mean(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\6windowsonly.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"6.Windows only\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "mean_arr[5] = round(np.mean(img),2)\n", + "\n", + "print(\"1.Dark Count:\",mean_arr[0],\"\\n2.Total P.G. Light:\",mean_arr[1],\"\\n3.MOT_z P.G. Light:\",mean_arr[2],\"\\n4.All Room lights:\",mean_arr[3],\"\\n5.Back room lights:\",mean_arr[4],\"\\n6.Windows only:\",mean_arr[5])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0. 0. 0. ... 0. 0. 0.]\n", + " [0. 0. 0. ... 0. 0. 0.]\n", + " [0. 0. 0. ... 0. 0. 0.]\n", + " ...\n", + " [2. 0. 0. ... 6. 1. 0.]\n", + " [9. 0. 0. ... 0. 3. 2.]\n", + " [1. 0. 6. ... 5. 0. 0.]]\n", + "0.75\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "f = open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\test.asc\", 'r')\n", + "x = np.genfromtxt(f, delimiter=',')\n", + "# x = np.genfromtxt(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\test.asc\", dtype=None)\n", + "y = x.T[1:513]\n", + "y = y.T\n", + "print(y)\n", + "print(round(np.mean(y),2))\n", + "\n", + "# img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\test.jpg\")\n", + "# img = np.asarray(img)\n", + "# plt.title(\"1.Dark Count\")\n", + "# plt.imshow(img)\n", + "# plt.show()\n", + "# print(round(np.mean(img),2))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "''' Measurement of gain vs counts'''\n", + "gain_arr = np.empty(3)\n", + "max_arr = np.empty(3)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\10.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"Gain of 10\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "gain_arr[0] = round(np.mean(img),2)\n", + "max_arr[0] = round(np.max(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\25.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"Gain of 25\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "gain_arr[1] = round(np.mean(img),2)\n", + "max_arr[1] = round(np.max(img),2)\n", + "\n", + "img = Image.open(r\"C:\\Users\\hoodl\\Desktop\\andor_backgrounds\\50.jpg\")\n", + "img = np.asarray(img)\n", + "plt.title(\"Gain of 50\")\n", + "plt.imshow(img)\n", + "plt.show()\n", + "gain_arr[2] = round(np.mean(img),2)\n", + "max_arr[2] = round(np.max(img),2)\n", + "\n", + "values_arr = np.array([10,25,50])\n", + "plt.scatter(values_arr,gain_arr)\n", + "\n", + "print(max_arr)\n", + "\n", + "from scipy.optimize import curve_fit\n", + "\n", + "\n", + "def line(x, m, c):\n", + " return m*x + c\n", + "\n", + "params, covariance = curve_fit(line, values_arr, gain_arr, p0=[1,1])\n", + "m_fit = params[0]\n", + "c_fit = params[1]\n", + "print(\"Slope:\",m_fit,\"+/-\",np.round(covariance[0][0],7),\"Offset:\",c_fit)\n", + "plt.title(\"Gain vs Counts (raw and fit)\")\n", + "plt.xlabel(\"Gain\")\n", + "plt.ylabel(\"Counts\")\n", + "plt.plot(values_arr,line(values_arr,m_fit,c_fit))\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/release_and_recapture.ipynb b/release_and_recapture.ipynb new file mode 100644 index 0000000..d7f299e --- /dev/null +++ b/release_and_recapture.ipynb @@ -0,0 +1,102 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "13.404117851496652\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "\n", + "kHz = 10**3\n", + "hbar = 1.054*10**-34\n", + "h = 2*np.pi*hbar\n", + "kB = 1.3806*10**-23\n", + "uK = 10**-6\n", + "mK = 10**-3\n", + "\n", + "\n", + "omega_trap = 2*np.pi*150*kHz\n", + "T = 100*uK\n", + "nbar = 1/(np.exp(hbar*omega_trap/(kB*T))-1)\n", + "print(nbar)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([1. , 1. , 0.97593045, 1. , 1. ,\n", + " 1. , 0.16286988, 1. , 1. , 1. ])" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import scipy.stats as st\n", + "nbar = 13\n", + "\n", + "class my_pdf(st.rv_continuous):\n", + " def _pdf(self,x):\n", + " return nbar**x/(1+nbar)**(x+1) # Normalized over its range, in this case [0,1]\n", + "\n", + "my_cv = my_pdf(a=0, b=1, name='my_pdf')\n", + "my_cv.rvs(size=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<__main__.my_pdf at 0x143b3e9ee50>" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}