{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\ProgramData\\Anaconda2\\lib\\site-packages\\fatiando\\vis\\mpl.py:76: UserWarning: This module will be removed in v0.6. We recommend the use of matplotlib.pyplot module directly. Some of the fatiando specific functions will remain.\n", " \"specific functions will remain.\")\n" ] } ], "source": [ "import numpy as np\n", "import functions as fc\n", "import fourier_continuation as fc_c\n", "from timeit import default_timer as time\n", "from fatiando.gravmag import polyprism, sphere\n", "from fatiando import mesher, gridder,utils\n", "from fatiando.constants import G, SI2MGAL\n", "from scipy.sparse import diags\n", "from matplotlib import pyplot as plt\n", "from scipy.interpolate import griddata\n", "from scipy import interpolate\n", "from fatiando.vis import mpl\n", "import cPickle as pickle\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Open data and configuration" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "with open('synthetic_gz.pickle') as r:\n", " synthetic_gz = pickle.load(r)\n", " \n", "xi = synthetic_gz['x']\n", "yi = synthetic_gz['y']\n", "zi = synthetic_gz['z']\n", "dobs = synthetic_gz['gz_low']\n", "\n", "shape = (100, 100)\n", "area = [-5000, 5000, -4000, 4000]\n", "R = 1000\n", "xc, yc = -3000, 0" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "## True data plot" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Projection_model\n", "phi = np.linspace(0, 2.*np.pi, 36) #36 points\n", "x = xc + R*np.cos(phi)\n", "y = yc + R*np.sin(phi)\n", "\n", "x_p = [-3000., -3500, 0, 500, -3000.]\n", "y_p = [-500., 0, 4500, 4000, -500.]\n", "\n", "x_p2 = [-3000, -2500, 3500, 3000, -3000.]\n", "y_p2 = [4000, 4500, 0, -500, 4000]\n", "\n", "# plot of the vertical component of the gravitational atraction at z=0 \n", "plt.figure(figsize=(6,6))\n", "\n", "plt.plot()\n", "plt.tricontourf(yi,xi,dobs,22,cmap='jet')\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "cb = plt.colorbar(shrink=1)\n", "#plt.axis('scaled')\n", "cb.set_label('$Gz$ ( $mGal$ )', rotation=90, fontsize=14)\n", "plt.xlim(np.min(yi),np.max(yi))\n", "plt.ylim(np.min(xi),np.max(xi))\n", "plt.xticks(fontsize=12)\n", "plt.yticks(fontsize=12)\n", "plt.xlabel('Easting coordinate y (km)', fontsize=12)\n", "plt.ylabel('Northing coordinate x (m)', fontsize=12)\n", "mpl.m2km()\n", "#plt.plot(yi, xi, 'ko-', alpha=0.1)\n", "plt.tight_layout(True)\n", "#plt.savefig('../manuscript/Fig/synthetic_data_low.png', dpi=300)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Equivalent Layer Depth" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Equivalent Layer depth\n", "zj = np.ones_like(zi)*300" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fast Eq. Layer" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "8.7606124 seconds\n" ] } ], "source": [ "# Predicted data\n", "itmax = 40\n", "s = time()\n", "rho, gzp = fc.fast_eq(xi,yi,zi,zj,shape,dobs,itmax)\n", "e = time()\n", "tcpu = e - s\n", "print tcpu, 'seconds'" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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ii+zytImw8ARFzsATEjFEBHq2g29fgtNs5qcXJ0DDh2HdFhdvFuYmeF0FWNoSLrGZnz7715ifFnyH6xtkn+0w66D5WYCPysLpwSq7usD2w9DmOzhi5YVcXAxeq+UvXRJrcpo24ZEzyHFCItampmDUudC0JL3yUv/cD7+anhBf/YirOQHhUKkQzG1iCun5WLMf6q2Dl3dmYn6KkM/2wfO26lv9SkCLgu5c+z+s9+54BnT83pjRAIrmhkn1IH8u27Eptol72oRHMpDjhESiOKUofPEsDO4C6da7vmMvXPUk9PoajjqtLOJw48uTDsNrwqfloKi1nqPAQ9ugzUbYFWWlk1VH4Dabo75VAehdIrprZsazv8DUTf7x+3XgrCA9scMmCUxOqYInKLI3npCII2lp8FgHmD0MTrU5bgfPNiU01u+K8ILRPhkvghsKwZKKUNMWivrpfqixFhYdcnbZAxnQeiPsscw+pwL9D8Bfq+DPP/0vt5gyB/r/7B8/eQFcc2qIg2OsTbhtckoFbcIje+MJiShwuiHUq2Kin1rU9s/NWw3VX4Epf4Q8zV1sT8pn5oZ5FeB+W5Off45B3fUwYld45iffxr/yT+j4Fyy3HOG5gVeBYpmcE43QWH0UOm4C3xKblIEBVZxd6yQ8bSJsPG0i+5KjhEQyPZWVKgZf3QjPtTAVUMHUV2r1Fjw1xRSly5RonliDbH550+DV0jCxLBSxPhVHFB7YCu03we4g6wm2wY8HJtuO6QtcFOayIhUWhzKMaWyHpbFUKADjLveb8xKFp014ZCdylJBINtLS4MkrTGOccjb7+cBZ0OTNTHoeuCwg7LQpDItPg+o289PEfVBzHSyxzE+hNvPlwDO2cWugnYMlhisoum+FxVbmeG5gYl0olc/BDT1cISdrEyKSLiJLReTLIL+rKCKzrN8vF5ErE7FGp3hCwiFuPi02PBOWPQTNzvbPffuPaUk63c2HyDDNJ5XzwPcV4B6b+emvo3DZOuj/p9+0Y2cH8CDG+Q1wHvA0JuzVCVkJinf2wGibEB1WCi4LN0EvxXImwNMmUoDuwG8hftcbmKCq1YEOwMi4rcoFPCGRKAI2n9KF4OvOMKCZ3/y0dT+0eAv6TjMhnoBzLSLCzS5fGowsDR+XhcK26Kd+wMOAvfHdceARYIM1LgyMAKJ9qA8lKH46DPfYckxuLgz3FSVpNnTwciZyEiJSAbgKGBPiEAV8RWiK4v+qpASekEgi0tOgT1OY0QXKFDJzqvDMN9D0Tdj4g8MLR7F51tgEkzKMZuDjK+BG/I9NrwH2YrcvAFFUZs6UXcdN5NQhS525MA+MLh2/hLlEkgraRDY1OZX0dcG0Xl0Dfj8ceAwI1V2+H3CLiKzHfH0eiN1S3SdX1od4xJvGZxnzU8dxMNNqljP7b6i+AT6sA03KRnCxKASE70m+EjABeA7jmAZYDbQF2gPv287pBrhZjfvPP+FsywyXoSb34i/LplU4zZQaL+jkUWcZEG4fiEU46jMhy9ztNeHhkIJE1ZOEP9kWqp+EiFwNbFHVxSLSKMQVbgLeUdWhIlIHeF9ELlLVUEIlqfA0iUQQxsZdtjBMuwuebup/St58CJrNgv4rbOanKO8TikBTTz6MU3oo4CumeoQTBUQdjGE2VgzZCV/s94/fLg3n5gk4KIlMTrEgFbSJHEZd4FoRWQ18DFwhIh8EHHMn5jkLVf0B83WKtsRl3PCERBKTngb9msG0O6G0FW2kQL+focVs2HwwNvfNzGl8DfApcHbAfDpwn/VvLNbzzQF4art/rmcxaB1NRnWcyIm+iWxqcgqKqj6hqhVUtRLGKT1TVW8JOGwt0ARARM7HCImtpAiekHBAvL/4TffDslbQyFYk8JvNUG0KzA7Vo8LhE3U44adnAoH5ascxj0sTCR79FA2bMJVkfcpT/XwwKN7PYUmkoXjaRPIjIgNE5Fpr2BPoIiI/AeOAO9zutBlLcoyQSJovlsPNplx+mN4Yel/oDyvddAiazIJnfw5oSRpDAQEwCaNN+PAVdT0MPIXx4B1wtoSTOIIxYW21kvnKpsP4cpDbDUd1DnzK94gdqjpbVa+2fu6rqp9bP/+qqnVV9WJVraaq0xK70sjIMUIiZbFtZLnS4JmqMKURlLTMTxkKfVZAy9mwxWGtJQhfQPyKCdXwcQ3wGSeanz7DJNK5UZ5pMLDU+jkdIyDKpVi4RSw0z6R56AlBTjI5ZXc8IZGCNC9nWpLWL+Wfm77J9IT4dm7k1wtXQOzGxO752mOfjXFmV8aYmW60HfsXRlDYNY5I+ZITHeODS0KD/GGcGCvTUBKZnCD5BYVH9sATEvHExU3m1AIw8wp44gL/3IaD0Hg9DNoRYH5ygQzgcWCdNS6IKdzni3QqADxvvXxJdIeAXtYrUh/7nxjTlY8WQI9gVQJThFj5sTxB4RFrPCGRzGSxseRKg4EXw1cN4RQrFDQDeHI7XLUBtoXREyJcLWI0MNM2fh7jwA7kRozP4izb3KdAG2BVeLdiH3A/fsFyBjCInJEwl53wTE7ZA09IZANalYdl5aGurQ7GlANQbS3My+QRPlwB8T0mpdRHZ8yTfSjOBj4BrrPfC2N+mhz0DD8KPAn8Y43zYzSWQuEtNXLi6Lz2tAmPVMQTEtmECrlhVgV4rLh/7t9j0HA9DAlifgpXQGzC1GryhZ/WwsTz2ZkT5LUIU8zmNsBXUPYgJvLpSYwpKhjvAFNs42eBc4IfmhiSzC/hI1kFhadNpD6ekIgXsdxcrGvnFuPc/aIclLD+Z48Dj2+HazfA9ghbkh7BVHb1takuhdEofCGvPoEQCgHqY3wSZ9jmP8GU9Pg74PiFwBDb+BZM9JQPN7vZecQPT1CkNp6QSFaiME1cXQiWVoQ6NvPT/w5A9bUw/2D4m+1g2zLSMQKiNFkLh0AqAD04ccP/A2N+8hXf3wo8hBFqABdjhEt2I5aJmMmqTYAnKFKZHCEk3PzypEqZhYq5YU4FU77Cx7pjUH89jCXrrOjA8NNHgNpEJhzs5ANeBAYAvnJL+zHCozdGY/HVKSgOvGI7ziN8PEHh4TY5QkhkazIxY+UWeLEUfFYOiln/08cwGsK9mLyHYAQLP+2McwHh41tMcZsJwOm2+QnAYuvnNOAloFyU94opUZoOU+VBIxZ4giL18IREPEiws/Nay/xU1Tb3DXA98FPAsSHDT11czwXA/wGtgvyuJXB5iPPODqwq6BGUZNYmPFKPFCtwkEOIwZNmpdzwEcbk84419y9wM/AocLs19wTBw0+j1SICKYSpyfQNxkHu4yugmLWOvEHOyy7k5F4TF/Arv3JB1ge6RX7C7x0SjHFuLSQ1iViTEJFiItJZRN4VkTkiskBE/iciz4hIqIdAjwTz55/Gxv8kprWor8r2UWAgRnt4HZhqO8cXfuq2gABTAPBB/ALCXmL8I4xZam0M7huUbGj+SXZtwjM7pQ5hCwkRKS8iY4CNGJN1HowhZRqwBmgITBeRX0WkfSwW6xGAQzNWc0xS20W2uemcmDAXGH7qJgr0AXzbWF7gPU5M0PsFYw6bSpKSpPkSHh5uE4kmsQwTMl9LVc9S1ZtUtaeq9lbVe1W1Aabb0jNADxF5JBYLTiTZyeF4GqaN1q1BflceU6cJYqNFfAR8YRv3w0ROvYIRHr48jH2YgoLPcKJJKrsQ68+Tp014uEEkQuJCVX1UVX8JdYCqHlTVcap6KfBu9MuLnmT/opxEDDaOUHkReTC5CIE1mDZg/BR7XV5HQ8yfN9A21w6TLwHGOX4rRnhVsB3zPsb89M9Rlxfk4eGRJWELCVWNqN1epMdnW5LcLDGMkzOfwZTGuAFjR3SLHRg/hG+vvxCjOQRSBWMOa2ab+xmTDPh/+1xcUBLgaROeNpHsOA6BFZGyInKjiHQTkXvtLzcX6BECF4TPVExinY8HMNFOPtZiqr3OIvqWpPUwiXObrHFRjHkpVARTEYyD/Sn85qfdGXDjRnh4KxxJhuaPSf4A4CPZBYVHcuMoBFZEbgHGYCwEOzlxD1FgZPRL83CDUKamvzmx7MUVwH2Yp4bamCzo/Zjku48wCXa3YqIJnfAKpposmA/NCxi/SGYIJjS3GvBILlhzzMwP3wXfHzRd6irlzuQCKUJODoeFBITEekSEU03iOUwttoKqWlZVy9le5V1cX84iTo7xAxitYb81Pg2The37MFyFSXazb+ILMSGxTsJSMzDhtT7uBRpFcP7FwJKKcG1B/9yCw8b89Hkw81MtB4vM5iS7NuGZnZIXp0KiCPCOqh5zczEesccXfupTMPJiEuaKBhxXCZPQ1sA2twWTfT2H8M1PZ2Cc4D7qYXIyIuHss6FEOkwuB0NL+tXfXRlw3UZ4ZCscTQbzU5KT7ILCIzlxKiQ+xDxw5hiSKvw1Clv4h5wcfhpK0c+NMTHdhd93cAz4AGNrDNUTwselGEf1HmtcHpPxnR7yjMwRgR7F4dsKcJrNUDp0FzRYD2sTEf3kkl8iqT5fCcLTJpITp2U5egCTRaQJsAJ/wAoAqjog2oV5uM8yjCbgwx5+mhmXYgryjcKU8gBYgIl86saJ4ao+GmKyu31f+9wYv0SJCNccrF5TnfymFtXtm0wJdID5h4z56b2yOezpJUKq7FjJihJJ1cbpBDz/RPLhVJO4G38tthswPWR8rzbuLM0jWuxO63DDT+00tP1cFrPp17fNbcbkPMzlRPNTQ2AiprmQj96cWGAwWk5Jh8/Lw5CSfs1kRwZcvQEeXwZHMzI9PSnxtAmPZMSpkOgD9FTV0qp6kapWsb3c3AtSmyQJkTyOaUEabvhpKPJg2pHeib/Xw1FMSY23MOanhpiSGv1t512HSYaLlKyqvqYJPFrc9M041aYTD/kNGn8D6w84uGkOINl9E6lkdhKRfFb9up9E5BcR6R/kmB5WuaLlIvKNiJwe7FrJilMhkQ587uZCcjwxfIp8BfjB+lkwfoGswk99NAwydxlGM7CHsc3H9IFYjImc8pXROBfTaMjNUuOB1M0PyypCywL+uXnboNrX8PWGGN44BsRLm0h2QZFCHAauUNWLMdHaLUXksoBjlmLKGVXFKNhDSCGcCom3gY5uLsQjTCLUTmZycvhpsI0/M4IdXw5jfrL7NP7GfCjWW+NCmMgpJ7kVkfaOKJkO/ysPgy6GdEsibT8CV86BJ3+CY7E0PyWJxugRf9TgC8TObb004JhZqurTa+cT3I2XtDh1XBcA7hKRFsByTnZcPxjtwjyiZy3Rh5/6CCVYmmOS7/phzE32vXgAJpQ2Upw2F0qrbRIE65aEDt/DBqtz0qBf4butMO5yOLVAppdICuKVXJfMTuwkc2CXFBH7o8BoVR3tG4hIOkaJrgy8pqo/ZnKtO4GvY7PM2OBUSJyPUaEAzgv4XbaLWE9Fh+LBDGP28RXpizb8NDNuxDwlBDrCR2I+HJVjcM/MqF8alraEW3+AaZYjZu5WqD4FPqgDzQN7oyZhtrMnKFykINEmWG5T1ZBXUNXjQDURKQb8n4hcpKo/Bx5nVaqoReTKfEJxZG5S1caZvK5we5EekaEK922F36yx0/DTcNkADA0yvwpjjpocwbUctygN+AqXzgdfN4JnqxoHN8DWw9ByNvRZDsdTMPrJI7lR1V3AbEzk5wmISFNMKbJrVfVwnJcWFV6P62QgXE0lTNv32D3w9h7/2O3wUztHMKG1u6xxKU5sPXoQeAzjvzh40tkn4nYP6zSBpy6EbxpD2XxmToFnf4Gms2BjVgtKMJ4TO/kRkVKWBoGI5AeaAr8HHFMdeAMjILbEf5XREUlnujHhhG6JoaOIBOtn4xFjFh+C+21F2q/HWfhpuAzEOKXA2C5fATphQjjOsB33CSaJ5q8Q14lKQGRhSmhUBpa1hCZl/HOzt5jop282hT4vIjznteukSChsOWCWiCzHlDibrqpfisgAEbnWOuYFTBzHRBFZJiIpFRkaiSaxHlguItNE5H4RuUxETheRMiJynlU2fJh13L34fRY5kwRsGjuOQ5uNcNjyCp2LyVeIVfjpZEyFWB+PAzXx33sSJ7ZAXYkxP9nLgoD7GkQwyuSHqY2gfxX/+7HlMDSbBf2mJ6/5ydMmkhtVXa6q1VW1qpUzNsDjkTP5AAAgAElEQVSa76uqn1s/N1XVMqpazXpdm/lVk4tImg71w/ggZ2Myrudhoh43YPKn3gIqAp1UtW4wx41H7MhQuGUTrLZKLhZJcx5+Gg5/AH1t41aYRDs7hTDO8gH4k+8OAD0xJrBDuCAgInBIpqdB34tgRmMoYzM/9Z8BzcfAJrdb8Xl4ZAMi8kmo6lZVHaiqVTD9rGsAdTEPjsVVtY2qTovBOj2y4Lkd8LUtw/i9Ms7CT8NhLyaU1lfg70xM7fhgGotgzF0TOXE9E4Bb88DKaJpXO4xYuaKsMT81Lu2fm/kXVH8ZZoWyhyUQT5vwSCSOHdequlNVf1LV+aq6SlWjCn0VkSdEZKGI7BGRrSLyhYhcFM013SDmX1AXrj91Pzy9wz9+vDhcVyj66wZDMWYlX1vTApgOclnd7nzgU+BK29xPR6DmWhifgCf4svlhemPo28RUlwWjSTR9E56Z4dD85PklPLIhyRTd1AgTWn85plHaMWCGiMQqcjN2xGKzCHHNNUfh5k3+5JTG+eHZU2Jwf4uxwAzb+DnCz4MoBHxZGUaWgjzWxrxPocMmuGcLHIpkY3ahsVB6GvRvDlM7QymroVGGQt/p0Oot2JLN+mmHQ7JpEynivM7WJI2QUNUWqvq2qv6sqiswrQxKYcxZjki2D7zbHM6AthtN9VOA8ukwrizkipGn+keMj8HH7YRflvvss81LBO4pBvMrwFm21qOjdsPl62FVOOYnlzvPNTsHlj0EDWzhWNP/hGrDYc7f7t7LKamY0OmRPUgaIRGEwpj17Uz0QpKVh7fBQistJxcwoRyUseXQuxk1tBl4CH/ZjRqY/Ies8AmHQKrng8WnQRubnWrpYaixDiZmZn5yU0DYMprLF4FvusBTtlTQjXvhitEwcCZkJGn0UyzI7g9XHpGRzELiZYzF/odgvxSRriKySEQW7dx6PL4rSwLe3wOv7/aPXyxpqqHGgqNAd2C7NT4FGI7J5A5FKOFgp2g6TCgLr9rMT3szoN0muH+L0ZROIMa9q3Olw7MtYEpnKGkzPz01Fa58G7aGY36KoV/C0yY8EoEjISEilTL53eVOF2O7xjBMPbrWVl2Uk1DV0apaS1VrFS8Vi4pEccDhl375YbjblrfZvhA8WCz4sW5oEy8AS6yf0zAlwcuGODYc4WBHBO4vBvMqwBk2Lei13VB3PfztKx0ZYwFhp8W5sPRBqFfJPzd1pYl++u6f+K0jkSSTNuH5JRKLU03iJ6tY1X+ISJqIDABmRbMgEXkJuAlToz2hFmFHT24xjnDZfRxab4SDlqf6/Dwwpow/QsdtvgLesY17YvpJBBKpcAikVj5YUhFuKOifW3wYavwLn5YJfZ5jsiieV6EYzOoKvRr55/7dA41Gw+DZiTM/edqER7xxKiQeB0aJyEciUkREzsKYhToTRYthEXkZuBkjIH7P6vichircsRlWWU/XBQUmlYNCWfwvOt28V2EqkvloCtwV5Npu+T6KpZu/Z3hJvylr91Fo/R10XwxH3LIqhlldNVc6DGoF/+sEJawS48czoNfXcM27sH2/S+tJUpJJm/BIHE6rwI7CGADOBX7GlOBYD1RV1RmZnRsKEXkNU/bnJmCniJS1XjGK+E89XtgJk20b01tljCYRDpFu5PsxpcZ9tzsdGIxJjvMJhliU0xCB7s3gu+Zwuk2reGUl1JsBqxMQlnrlebCsO9Sp6J/76ndjfvphTejzYoWnTXjEk2gc15uA1UAZTPWHKaq6I9MzMudeTETTN8BG2+uRKK6ZbZh9AJ7Y7h8/VAzaFY7sGuFu7IrRIHzJx/mAzytCjRgJhv+oxX++h0tOMT0hrjvV/+uFO0xPiM/WBz07PBz2aDitGMzpBo/aOgGs2w0NRsHQb42Wlx3JFtpEftObw+krp+PUcd0AU/yzAnAhxsz0goj8n4g4SuVSVQnx6ufkegn5cMfIH/HvAWi/yR9+WjcfDCnp/Hp2TSDYa0op44vwMboMVM0b8nLRYxMOdorngf+rD0Or+3M/dh2F6+dCzyVwNFK/QJRf+NzpMORK+Px2KG5Fkh3LgEf+B9e9Czt8ZVHikHkdT20iWwgKD8c41SRmAO8Bda2SHO9jvoKlgBVuLS5bE+aX/GgGtJsHWyx7fOl0GF8OcsfIUT3vIPS0lRrvVhRuLRKbewFZRi2JQI/zYG5TqGhrPTrsD2gwA9aG6xdw8YnwmgtgaXe49DT/3Be/QY1X4Me1xDUSy8Mj1jgVEk1VtbeqHvNNqOpqoAGmtEbKkyx238eWwffbzM9pwPiycKrTprNZsPkYtNto6qEA1M5rnMiuU4uQ2kMoLitpzE9Xl/fPzd8O1abAl/9mcmI1YtKe9PTi8G036FHfP7dmJ9QfBcMnxcf85GkTHvHAqeP62xDzGar6bHRL8vAxYS0M/8M/HnQKNCoQ+vhoOKZw0ybYYGksp6TBJ+Ugr5vplhEKhkBK5IXPGsCQapBuaVI7j8A138JjS4OYn2JsT86TC4ZeDZNvg2KW+enocXh4JNz4NOzMZqXHPUGRM0nmjOsczW+7ofOP/vH1BeHR4rG7X+/tMMtq5ynAh2WhYmYp1ZEQpXCwkybw6PnwbROoYBOYL/wOjb6BdfuJmfYQiusuhCUPQu0K/rnJ86BGN1gY40DuZNF4PbIvnpBIQvYehRu/g/2W3adyIXgnhglzk/fBYFuFrH4loEXB0MeHjYvCIZDLSxnzU6ty/rnvt0H1GfB1AjJszigB390D3W3lKFdvgrrd4dX/yz7RT542kfPwhIRbuBTRogp3LYDf95hx/nSYVM/UOYoFq47A7Zv941YFoHe0xdljKBzslMwLXzaEQRebst8A2w+YOktPfA3H4lzSK08uGD4AJvWDopaQPXoMHhwBbfvD7hxYetwj9cmWQiKVn3ZeWWl8ET7eqA1VY2RmOpBhSnzssWz5p+eCD8oak07EOHBGR001SKsOvW42JTTK26Kwnp8NV7wJ/+4OeXbMuLE+LBkFNc/xz02aa8xPS2Lw0Yy3ySmVv18ekeNYSIhIPhFpIyKPi0gxa+6slGwSFG9CfKnnbYVHlvrH91SGW309DlzefFWh2xZYbvVvyGuV+CgRqcYSb8EAQX0O9c8wWdEtbBvz3H+g2ssw9Q/izpnlYd7LcP/1/rm/N0KdB2HkZ9nH/OSR/XGaTFcZ+A0YhWlO5hMM9wBD3FlazmLzQZMPcczaPGqXgJdqxO5+o/fA+7bomxGloGa+CC6QAK0hK4d0qULwVSdT7tunDW3bD63eht5T42B+Cng/8uaBVx+ACX2hsOVkP3IU7nsFOjwLe1ys/eRpEx6xwqkmMRyYjinJcdA2/znQONpFJZp4f+GOZUCH72GD9U6ekgc+qQd5Y+SHWHgIHrQlzHUqAneGkzAXb5NSGIIhkLQ00zhoZlcoZ5UtUYXnZkLTMbBxTywWmjltGxrzUzVbn9cJs6HmPbBsVfzX4+ERCU6FxOXAi0F6PawFygc5PnsTpdO693KYbfWHEOCjy6FisOgiFzbnbcehzUY4Ymks1fLCa6UyiZyKp2CohiPBEIyGZ5qs6Ka2jXnO38b8NOPP6K4dlCzen8qnwg+vwj3X+udW/QuX3Q9vfOGZn1IZEXlLRLaIyM+ZHNNIRJaJyC8iMiee64uWaBzXwaLoKwIJcBWmLpPXw+Df/OP+VaB5udDHR8NxhY6bYK0VWlsszfgh8gd+ChIlGFymTGGYcif0b+YXglv2QfOx8PQ0U/bbFcJ8n/LlgZHdYdxTUMhKvjt8FLoNh44DYe+BzM9PNjyT03+8A7QM9UvLZzsSuFZVLwTaxmldruBUSEwDetjGKiJFgP7A/6JeVQ7hz71w+3z/+Mry8NSFWZwUxcb9zA6YZtuI3isDZ+bmRKGQ4oIhkPQ06NsUZtwFZayi86ow4BtoPgY2RZsV7eD96nAFLH4dqp7pnxs3E2rdA8v/Cn1eVniJdYnBqkCRWQXsm4FPVXWtdfyWTI5NOpwKiR5APRH5A1NJejymbHhZoJc7S8veHDgGrefCHquBUKWC8P5lYYafOtiYvt4PA2wf4ycvgGsaObuWI+IoGIJxRWVY9hA0Pss/N/MvqDYcZjr1C0Tx3p1zGswfAV1tLbpWrodL74cx//PMT9mMc4DiIjJbRBaLyG2JXlAkOK3dtAHzdR8MvIGxyj8G1FDVrZmd62GFny6EFZZhLm+acVSXiKQcdwRP/auPQsdtpk8EQJMyMKBKBPeKhgQKhkDKFobpd0HfJn7z0+Z90GwMDJgRgfnJJY0rf154owd88AQUtCLLDh2BLsPgtudh38HMz/eIGyVFZJHt1TXC83MBNTFdO1sAfUTknMxPSR4c1RO1+kl8r6pvAW/Z5nOJSINQBQCzJQ6c1m+sgvdX+8cjakFNp9klWWxWh45DmxmmEB6YekfjLvdnKMeEJBEKwUhPg/7NTV5Fx4+NjyJD4enpJq/iw5ugdLBeiDHUuDo2NYl3bQfAz/+YuQ9mwKKVMLEvXHRG5ucnkio7VrKiRHLvdwdz5WVFidOjuMLKbaoazSdgPbBNVfcD+0XkW+BiICWcOk63iln4cyPsFLV+l7LE2q67YB10X+Ifdz4T7jor9PHR8uBiWGyZmXKnwcS6UCqSfIhwSbA5KVKanm2inxra/AIzVhnz05y/ibuf5ryK8OMI6Gxzf/6+Fi65D96eEv51PL9EUvIZUN96iC4AXIrJM0sJnAoJwW+9sHMK/rbIHgFs2w9t3ocjllmjWjEYUTN293v7b3jT5ggdVt30ZXCNFBMMgZS/AmaMgqc6+s1PG/each7PfQgZbkU/hUmBfDD2UXj3cfMzwMHD0PkFuGMw7PfMT0mJiIwDfgDOFZH1InKniHQTkW4AqvobMAXTzXMBMEZVQ4bLJhsRmZtE5HPrRwU+EJHDtl+nAxcB37u0Nkcka1je8QzoOM70RQYolhsm1Yf8MWogtGwn3Gszhd18OtznVn/qVBQKIbSBXOnwbGeoXwVuGQTbdhvh0PstmLsC3u8FpYrFd6m3NYdalvnp1zVm7t1psPAPY366oFJ815MVqWByiiWqelMYx7wAvBCL+4tIXkx+Wn5gq9t+4Ug1ie3WS4CdtvF2jN1tFHCLmwvMLgyYAdNsSVzv14Ezg9m+XWDnEWj9nfFHAFxYFEZfEmWp8VTTGiI0F7WoDcveMMLCx9SFUK0rzF0eozVmwgWVYMFrcFsz/9yva6D2ffDetPivxyO5EJHCInKP5d/YDawCfgY2icg6EXlTRGq7ca+InmNVtZO1wNWYjGvPtBQGX/1u4vJ9PHUhXH1qbO6VoSb34m+rLHXhXKbUeEGnGksyCwWXfQWnloKZQ6HP2/D8ODO3YTs07mm0jcfam7If8aJgfni3FzSqZuo9HTwMBw7B7YNhzk+mLlSBWPiXPJIaEXkY6A38jSmF9BywAVMiqQTGolMfmC4i84EHVNVxnQFHW4eq9nd6w2xFGJFN/+yAWz72j5tWhv4XxW5Jg3+FL2w9n9++DM4Npy5TIMkgHOJdXRZjfhp0FzSoArc+D9v3GFPhE2OM+endx6Fk0fiuqVNLqH2uMT/9bpWRf2sKLLDMT+dVjO96gpHTTU5x5nKgYSZ+jQXAW5ZP5E6gIeBYSERTKryTiEwTkd9F5G/7y+k1E43bkSGHjkKbD2Cn5XCsUBQ+uil24affbILeK/zjnudB69MiuEAiTUqB5qEECAg7rS6FpW/A5bYM+K9+hOp3w7wEuBwvOgMWjoSOTfxzP/9jsrQ/nBH/9XgkDlVtG47jW1UPq+pIVR0Tzf2clgp/FBgKLAYqAZMx9rAS2PImcjoPfg5LrKf63OkwsaMpZx0L1h8wlWQzrJiz+qVMx7awiLdgSDKBEIrTSsPsYfBoO//c+q3Q8GF4YXz8o58K5Yf3n4A3e5g6UAD7DxmHe9dhxhylyaABemQrnD7TdgG6quoTwFFghKpeixEc0WStZBveXghvLvCPX7oaLvO9My5/kY8ch7bfwTYr1qxsPhhf1+RFhCSeWkMKCIRQ5M4FQ+6Gz5+B4lbp8eMZ8NhouK4P7Ihz6XERuOsqk1NxTgX//Jv/MxVlV3qlxz1cxqmQqICxe4Fxlvis3uOA1tEuKtVZ+i/cO9k/7lgd7q0Tu/v1XArzt5uf08UIiHL5QxwcD8GQwkIhFNdcbsxPl57vn/tyvjE/zf81/uupehYseh062Lq3LP8bal0BH38a//V4ZF+cColNgC8taw3g2wIrEzzJLsew84DxQxyyynFfWAbeuDHK8NNM+Gg1jLC5pAZfDA1KBzkw1sIhmwmFYJxeBr59CXq08c+t3QL1H4JhE+NflK9wAfjoKRj1EOS1Cvfv2w83d4F7esKhQ/Fdj0f2xKmQmAn42qeMBYaJyCxMNdgc+xyTkQG3TYC/rTIYhfPCpFuhYJ4gB7uwYf+yG7rYTFqtT4Me5wXcI17CIYeQJzcMvQcmD4Biln/p2HHoOQpu6As7oy09HiEicPc1pqFRZVuJkTfegctbwqqUDSPxCIWITBWRwSLSQUTOE4nVI6jBqZDoCjwLoKqjgDuAFcBTwL2urCwFeX42fGmryPJ2Wzi3VCYnRLF57zkKN86FA1bC3DmF4a1LQarjaQ1x4Lq6piVp7XP9c599b8xPC36P/3qqtYVF30Db6/xzy1ZAzcYw8bP4r8cjpizFFAh8CfgV2CsiP4jI6yJyt4hcIiKuZdA4LRWeoarHbOPxqvqgqo5Q1aNuLS6VmPEn9LFlwj7SAFqHU47bwWauCp1/hJXWU2uB3PDpXVDElfzKTMjhgiGQM8rBdy9D9xv9c2s2Q73u8PKk+JufihSBj8fCiCGQx9Je9+6D9p3h/sfg8OHMz/dIDVS1l6q2VNVyQDlMp7vPgOLAw5jSSHtFxBVvmePKQVY1w2pAaQKEjarmKJPTul1w0zh/+GmDM2BQyGaGQagGRJCj8dJemLTOP36zNVxYNoL7RYInFDIlT24Yfh80qGoK8e3eD0ePwUMj4dsVMPYRv1kqVtjDXkXg3jvh0prQ/k74e7WZHzkW5i+C8WPhrCQuPe4RGaq6GfjaegEgIvkxu0pVN+7htJ9EU0wk0ylBfq2YYn8phdNEuiPHoO0HpsIrmMY2H99sMncjIkyN4tu/4bHx/vH9l8PN1SO8Vzh4wiEibqwP1c6Cds/AYqvG5KdzYekqmNAHap2b+flOCZUXUbMaLJ4Fdz0Ik74wc0t+Muansa9A62uDn5cdOUh+fuWCKK6QnEVD4b/ifg8B52Hq5y0FlqnqD5jKtFHj1CfxMqaXdQVVTQt4pZyAiIae/4Mfraf69DSY0BHKOSmDEQYb90D7j/wd1C49DYZelfk5EeH5GqLizPIw72W4/3r/3D8boW53GDHZffNTVolzRYvAhLfh5UGQ24p+2rMX2naC7k945qdswijgAeAI8DjwDvCniOwSkTlu3MCpuakScK3VxjTH8uFSGGErjD6klel4FguOHjcCYpPlhyhZECbeAnncKDWeBEIhGTKF3SjLkjePKbzXoCrc+SLsPQBHjsIDr8K3y022dNEozU+RvFci8EBXuKyWMT+ttmo/vToa5i80PowzvPTXVOYqoIOqzhSRm4HawGXAIOBHN27gVJOYB8RIgU4Nfv4Huk7yj9tUgYfrx+5+T3xt2msCpIkxaZ0WbZ+DBGgNWi34KxkItTYna2zb0EQ/Vavsn5s4B2reA0scWi+iea9q1zDmp+uv9M8tXGrMT5995eyaHklBfvzF+44Aaar6LjAQCBZ8HzFOhcQo4EURuUtELhWRGvaXGwuLN5F8+fbsh9b94IAVx3VuKRjbJnYJc58sh6Fz/eNnmkOTyqGPz5I4CodkFAZOiVR4VD7V5C/cY7P//7UB6jwIr3+etfnJ7feueDGY9B4Mew5yWRrort1ww63QozccORL9PTzizt+Ar/HAv5hqGGAc2R3cuIFTY8Un1r+jg/wuJR3X4aIKnV6AlevNuEBumHQLFIlRXf8/tkLnT/zja86HXo0cXiwOgiHVBYETMvub8y2Dkd1N6fEuw2DfQWN+uvdl0xNidA8oUjB+75sIPNQN6ljmp7XW53j46/DDAmN+Oj2SysEeiWYC0ByYD8zGlAafDlQBXNmVnAqJHBtEN2yiiVrxMaZN7MJP9x+B1u/DXsvBeGYJeLddhI1vPMGQUHzvTftqUP1aaNcZlv9i5sbPhiXrYMJbJjMqnlxaC5bMhk73wxdTzNyPi6FGI3h3JFzdIs4L8nCEqj5nGw4BForIDqAQ8IYb93CaTLcms5cbC0tGvl0Oj7/pHz9wA9wUow1SFbpMgl82m3G+XKbER/ECYV4gxial7GJCiifnVIYfpkKX2/1zf/4FdVrAm+/FP/muRHGY/AG8MMBvftq5C669GR59Go5GkBbrNRxKPKq6HrgQ6A5cr6oPuHHdsDUJEbkR+EJVj1o/hyQ7JtNt3A7tn/GHn152Prx4N5CbsDrURcrIH2CcLdpm5PVQrXwYJ8ZYMHhER/788MYwaFAHuvWE/ftNIb67H4Zv58HrQ6FQjJPv7IhAz/vg8kugw52wzup/MnSEMT+NGwOnxajVrodzrHpNeVX1hDKOqroDeN/Ne0WiSXyCSfv2/RzqNdHNBUZKLJ5ojh6DdgNgk1W4r1QxmPi0ybaNBfPXwMNf+sddLoFOWZXciJHm4GkMsaFjW1g4Ay6ylR7/8BOo3QRWJKD0eJ3axvx0ZTP/3PcLjPnpq+nxX49HltwALPENRORtEeklIq1EJJzHybAJW0hYiXJbbD+HemU7p/UTY+A7q1lgWhqMewoq2Av3ubg5b90HbT80eREANU6FV0Jlx8Yw+c0TDLHnvHNg/jTofIt/7o9VcFlzeOvD+JufTikBn38Ezz8N6da3ePsOuLoD9OoPx45lfr5HXOkCvGobt8HUbfofsE5ENoiIK93YY9RtOTUJtil+MgeG2nSjZztBk2BBvi5s1MczTA2o9bvNuHh++OQWyBeoscTQ3+AJh/hSoACMeRneec38DHDwoCmn0ek+Y46KJ2lp8NiDMOtzOLWcf37IK3DFdfBvkPRZzx+REC7kZEN3HYy1pxGwGhPpFDVhCwkRuS3clxsLSwb+WGfCXX1cUwcezyzyOMqN++np8I3VflIEPuwAZ5QIuL5nUsqW3NYBFkyHC2wpqu+Nh0uawi8JKD1e7zJjfmrZxD/33Xyo3gimzoz/epIZEWkpIn+IyCoR6RXk93lFZLz1+x9FpJILty2Daf7mYz+Aqu5W1bnAMKBdsBMjJZIQ2NcCxnkwbltfO/g0TL/rw8B70S8tsew7CDc+bf4FOLMcvNcrjPDTWjhyZH/xKzxn+/L1uQJa+RoIxVBrSEYyezKtsiN5i61FywXnwY/TTVnvdz82c7+thEubwWtD4Pab4rueUiXhy49h8MvQZ6BpqrVtO7RqC088DP17+aOicioiko7ZG5thCuwtFJHPVdXuWboT2KmqlUWkAzAYaB/lrTcDZwK+etDlAn6/HFP0L2rC/i9W1cK+n0XkKqAfpvqgrz7IpRjp9YwbC4uGFSXOiWozUYWuw+BXK5g3Xx6Y1C+Cks++TT1MYfH3drjVVtm1+dnQ93FilpKYDMLBqYki0vNSTagULAhvvwYN68J9jxnT04EDJp9hzvcwYrDfLBUP0tKMQKh7Kdx0F2y0QrIHvWQc270nnEmwbrk5iEuAVar6N4CIfAxch2kG5OM6zH4JJrhnhIiIalRep28wzd/mAAS5lhBFKwg7Ti/yItDZKkfrY56IPISpQvhl0LNSAK0Gr/WDcban+te7n1iDJ2yCaQABguNgFWj9IOy2AtkqloYPB/sdh26SCOGQaHt1OPdPRkFyx81Qqzq06wS/W5V53vkIFi4xyXfnx7lyWoPLYekcuLUbTJ9t5ubMg+XV1jDow7LUaVYwvgtKHk7F/zQPRpu4NNQxqnpMRHZj2ixsi+K+Q4AlItJLVZ8P8vsGwKoorv8f0VSBDeZSOwBUdLyaJOCHhdDjdf+461VwRyQNhLLCJjhU4b4XYZn1X5knN3zyNJR0JSbBdp84CodECwUnBK45WYTGRefDghlw7yPwgRU88cvvcEkzeP1FuMUVi3P4lC4FX0+EgcOg32Bjftq59Tj3tPiXLr1L0O3pU0hPj2m7ZUccJD8rCKdNZCgmlxQR++PdaFX1lSQK9gcHe6rP6piIUNXfROQmYLz17wvAAuAYUA9T4G9wNPfw4VRI/Ai8IiIdVfVfABE5FdNzdb4bC4sWJyanLVvNk9tRK9Sv5jnw8v0xWJzF2K/g7Sn+8cv3QW1XrIiGeAiHVBQKWZFMQqNQIXj3dWhYDx543CTe7d8Pt91jzE+vDDIJevEiLQ16PwLlmlXgiZs3sm3TcVRh9DM7WPrdQZ7/qBwly2Y7R8U2VQ3lGVwP2KtdVQACY8B8x6wXkVxAUWBHtItS1ckicgmmv897+AWPYNqZDo/2HuA8BPYujLq0WkRWi8hqTMhVaUz8bspx/Djc3AX+3WjGJQqbp/p8rhTbPZnFK+F+W5Tzrc3g7qvduXasI5VWlDjnv1dOwP73JuLvFoE7bzE5Feec5Z8f+77Jqfjjz9DnxoIVJc7hksYFmLDsdC5t4neQLJx1kHbV1vDjzAPxXVBiWQicLSJniEgeTOXVzwOO+RzwFWNpA8yM0h/xH6r6k6o2wurxA3QEqqrqDarqSmaLI5GvqqtEpCrGo38eRnL9Csxw6493g0i0ib6DYKZVuE8EPhgLlYI1Z3WBHXugTX84bNXGqXIGjHooulLjsdYacopACJdg70esNY6qF8LCb0w5j3FWL5MVv5os7Tdegptax/T25n62v/uUMrl4feqpvPnsDkb1344qbN98nLubrqfb06fQpXeJpDQ/uYnlY7gfmIoJNXlLVX8RkQHAIlX9HBgLvC8iq/CQki4AACAASURBVDAahCslvAPWsRZY6/Z1wYGQEJHcwHfAbao6DZjm5oJE5F7gUUxI1y/AQ1bcb8z4/GsTreGjz6MmPlxxp1uZnYwMuGUQrLYinIsUNJFTBRwW9Y21xuARPvb3K1YCo3Bh+OANE/3ka0G6bz907GrMT8Ofg3wxKlsf7POQni50e/oUqtfLT6+bN7JjizE/vd5vO0u/O8jAD8pySplsZ346AVX9CvgqYK6v7edDQNtY3FtEKgA9MPvlP5ge10tV1RWnNTgwN6nqUUypcNc1BhFpj7GvDQSqA98DX4tIzJzhf/0Dt9/rH7e4Avo8Equ7wXMfwtcL/ON3H4OzK4Q+PhSxNCnlJFNSrIileUoEut5uKspWPtM/P/odU1H2z79cvR2Q9QPDpU2M+alWI7+DZP6MA7SrtoaFs3OU+SneTMKE2B7EhOOOBFaKyG4R+daNGzj1SbxLbHwPPYB3VPVNVf3NKnW7EbjH6QUz+3AfPAht7oDde8y4YgXzlGYPP3VzI566EJ5+1z9+vANcXy/882OZGZ3T/AzxJhbvb7UqsOgbaHe9f+6nn6HWFTBhsmu3CXvNpcrlYvSMCnTtU+I/0+m2Tcfp2mQ9o5/dThJZorMTF2HKgndW1aaqWgoTYXoLxgQWNU71wIJARxFpBiwmIBxWVR+M9IKW06cmJgfDzjTgcofrzJRR75gvFUDu3DDxbVPkLBCtFr3Zac1muPk5f9G2RhfDs53DO9czKWUv3PRnFCliynk3rAsPP2VakO7dZ8p+z5kHQ59xbn5y8tlITxfuG1CS6vXy8+Qtm9i59TgZGfBan+1UODM3V95cxNliPEKxCNNg6D+svhLrgS/cuIFTTeJ8TJnanZjU8Cq210UOr1kS4/jZHDC/GTip95uIdBWRRSKyaOfW45leONSH/eBB/89Hj5rOXKGI5gn+8BFo2x927DXj8qfAx70hVxYJc55JKecQTQSVCNzTGb6fAmdW8s+//hbUu9KYVJ2sIxrqNCtA87Ynlig4dMDTJGJAT+AZESkWqxs4jW5q7PZC7JcPGEuQOaxkltEAF9bK5+jT92BXUyv/e8tH8GAv84W7765MFudAq3hoJCz8w/ycKx0m9IUyQTQW3/VjSbILhl+5IKzjLiABTRfiTKT5GjUuhsWzTAXZSdYz5JKfoGZjGPsKtA5Rct7tz4Sq8sqT2xg/cvd/c42uLcg1t3taRAzYi7Hs/CEinwI/YJzXv6pq5k/PYRJV2IGI5AMqYzbxvwK7JEXINuA4J2sNpTlZu4iYYOGwhQrBV+OhVTuTaQ0mYUkE7s2kyK59I89KYLw3DUbZlL4X74a6AbpWTkh6C3fzj8X1sotACafwYdEiMOFteG0M9OxjNOQ9e6FtJ7i/C9z+amXy5I1dhwBV5dWntvPW8zv/m2t0bUFenFie3LmzdzhsghgP5LX+rYipnXcacEhEflbVS6K9gSMhYYXBDgTux1SDFeCwiLwKPGVFQEWEqh4RkcWY3At7d7tmGA9+1AQTFEWKwNcTThQU9z/mV+GzXHfABm8XGsv/gm62nMf2N8ADA0Dj9F1JlGBwWyBES2brya4CpOHj8G6TQzzabiP//mO+jiPehFlL1zFkQnkqnOF+W0VVZUTv7Ywd5E8mbniNJSDyeAIiRpwNXKKqv/gmRKQ4UANw5fHTqSYxGLgJ6IbJmQCoDwzC+DmcBpEOwySdLADmWdcvD4xyeL2w8AmKlm1hvlWh5b5HjaDo1imya/mExq7d0LoLHDxsxuefA28Ojy5hLlziKRySTSBESuD6s4vQALiwVj4+XlKRpztvZub/7QPgl0WH6VB9Df3fLkOTGwpncYXwUVVe67OdMQP9AqLB1QV5cWI5T0DElvnACcZrVd2JqRL7jRs3cKp33gzcqarvqupf1usdTLmOjk4Xo6rjMeXHewPLMIWqrlTVNU6vGUioDbRIEVO87NKa/rl7H4E33on8Hqqmq9iqv824YEH45J3YN7iPhzP6Vy444ZXdyG5/X5Fi6QybVI7Hhpcil6U87N2dQY8bN/LCw1s4eiR6Z7Kq8lrf7bz5nF9A1L+qIEM/KRdT05YHAG8A/UWkZKxu4PR/sCgQLGXnLyAqL7uqjlTVSqqaV1VrqqorCSF2Qm2kRYvAlE/gElt70nt6wuh3gx4ekhdehc++9o/HvhLb0s7xFA45jewgNESEjt2L8853p1H+dL/x4IPhu7ij/jr+XR2xdfgEXu+3nTeftQmIKwsybJInIOLEx5h2pStF5D0RuVdE6oiIa11HnP4v/gQEy4XojtEAkp6sBEXt6v65bj3CFxSz5sKTtrZL3budmOzkJrEWDqm+OcaCVBYaVS7Jz8dLTqfhNf7eDz8vOET76muY/fk+R9d8vd823hjgFxD1WhVgqMsCItXe5zhzGnANJr8sH2YPngvsFhFXbKdOfRKPAV9ZyXQ/YKKb6mD8B63cWFg8CFUAsFhRmDoJWrSGhUvNXLcexp/QJZMO3v9ugJu6mPpMYLp5DekXm3XHCu8LGRm+9ytVfBlFS6Tz8mfleW/YTl7ptY1jx2Dvrgy6X7eB23oW58FBJcOOQhrVfzuj+vsFRN2WBRj2aXny5vM0iHhhtWr4F/ifb87SIi4GqrpxD6d5Et+KyDnAffirwE4ERqpqYC31pMa34QYKC5+gaH4jLLJ0o7sfNoLirltPvs7Ro9D+TtOTAkyDlo/HmExuN9cZKzzhEB329y/ZBYaIcHvPElS7PD+Ptd/IpnWmovR7Q3eybN5BhowvR7mKmX9wRw3Yzuv9tv83rtuyAC/9n/sCwo3P5SHy5ajPt6oewDy8/5DVseHg+H/0/9k78zgpivP/vx+WG+UW1FV0PcBdLyQQT7wRrxhXNsZoEkmM5DTk+0s0UZQkoEaNOUg0RpJ4J16LmsN4nyGeiOu1iEYRFVRg5b5h6/dHT01X13TPzj09s/V+vfa1M93VXU/3dNennqcupdRipdQUpdQEpdRpSqmLK00gTMIKYS0Un9nf3zbpB/CX21KPP/+n/qC8Ll3g9j9B7Y6FsasUISVH4aiUkNT+B/fizpd3YeyJfvjp1ee88NPT90eHn66f3sZ1P/UF4pDx8RUIR/7k/KuKyFARmSYizSJyt4j8TESGFtK4UhNWIA/oDw/fkyoUN/zV/37nvfC76/3vl18CR43N3w4nDtVBnAWj/6AafvfPHfnBlYOTE1uu/LSd805ezG9+vJTNm4O9n2Ze2sYfpvoCcfBxvfntfS7EVM3kOpjuUOBBvJHQ2qX5MvD/RGS8Uqogbk65sENQWijGneZNc6AUnDvZi7EdNBq+Mdk/9tQT4fzzcs+zmMSxkALyXH8Y9uW1AllSfOI4LqNLF+FrFwxk/0N68eMzPmLJIi/8dNNVifDTHTswdKdu/OmyNq69xBeIg8YVRyDi+px2ViSX6XtF5FngNeBbSqn2xLYueIPe9lFKFWXW1ij2Ht1T3T5nl6KdX4vFp8s9oXj51fB0e+zmrRzWL8Mpako16C0OL12+QpAPlSIicRCMT5du4eKvfsx/H/TXgOg/qAtHN27DPX9eldx20LjezPj7jvTsVRqB+JLc91KadabTMmD0burIOZfnbNN98qWc864Gcu3dNBKYqAUCQCnVLiK/xptcqqpIFuYDYcYTW5l81DspQtGrlzdgLkogyjFFRrnEoZyCEEaYPXEUjjj0lBq4XVeuub+WG69czjUXL6O9HVa0tQcF4tjSCoQjiIjUKaUymttXRATYSSn1Qa755SoSK/FWp5tvba8DVuRqTCXQb2ANM57YncMHBccSnviVfsjYobEoekr9ssVNFDIhzsJR7p5SXboI51w4kJGH9uTHZ3zE0o/8yUQPPKY3vy2wQDhxyJpnReR+4M9Rof3E/E1n4I1nuxa4JtfMchWJO4C/iMgFeEuMKrwpNK4Abs/VmEqh38Aabnt+Z758oC/OF183pIwWeZTyZatEYegI85qcYMBnDu/NnS278LNzPuE/96/lqFO34fLbtqdX78IIhBOHnNkLmALcLyJb8RZ++wjYAAwAGvDW/HkB+IFSKq8V6vIZTCfADcY5NgPXAT/Jx6BcWE+vjhMVmH0/24uHP6jjc3u+x9Of7k6XLuWbxKxUL1s1CkMU9rXGQTTKIRiDhnTl9/+sZd3adnr3cd5DHFBKrQDOF5GpwEl4FfRdgF54Sy7cDDyklHq9EPnlOphuEzBZRC4EdscTjP8lBnGUhVYaSl7TGrpTN15Yv2dJ8zQpxYvWmYQhHXHzMkotGIUSCCcOhUMptR5oTvwVjVy7wG4PdE2spfqasX0nYLNSKu9FgnKhHEJRapzXUH46u2DkghOHyiXXcNOtwF3An6zt44EvAsflY1Q+VKtQOK8hnsRZMKC8ouGEoTrIVSTG4K1KZ/Mf4Je5m1MYqkkonDhUDvo+xkEsNFHPT9T74Qr2wiIiXwB+hteQ/Fml1JyIdP2BPwP74HUE+npcBiXnKhJd8dZVtekZsb3kxKHPea509pBSLtcfp985bt5FGE4MSsbrwGl4iwOlYwbwoFKqSUS6AwVbDyJfchWJ54FvJ/5Mvgu8mJdFBaYS4rXQ+YSh0Ncb13Ws4+hdOEqHUmoeeDPvRiEifYHDgYmJYzYBmzI5v4j8DLhFKfVunqZGkqtITAEeF5H98ddRPRo4ADi2EIYVgzh5F51hwFtcaqthdpT6GagE78JRNnYDlgI3JsrUl4DJSqm1GRw7FThXRI5QSv1PbxSRHsAhSqkn8jUu1y6wz4nIwcD5eK6UAHOB7yilXsnXqGJTau+inIVlKcUhLqKQCeX0MJ13UVrW0yvfZ3OwiJhtCTOVUjP1FxF5FNg+5LgpSqm/Z3D+rsAo4Dyl1PMiMgNvvNklGdr3N+AJETlSKaWngugPPArUZHiOtMblREIMvpyvAeWm0IVFXArKUohDXK41X8rVI8iJRcWwLN0Ef0qpfKMnHwIfKqWeT3xvJvNByQqvs9Ay4EkROdyY16kgI3xzFolqpBoKPScO+VNqL8OJRedGKfWxiHwgIiOUUvOBYyC7B08pdWViJu4nReQIYD2egOSNE4kqodjiUO3CEEUpBcO1W1QfItII/B7YDm+upRal1HgR2RFvgr4TE0nPA/6a6Nn0LvC1TLPQH5RSv9BCgTe5X0FwIlHhOHEoHeUQDCcWlY1S6l7g3pDti4ETje8tQC5rVvwYSDZwK6UuSwjFP3M4VyhOJCoUJw7lpVSC4bwLRxiJdSJ6KKVSBi8rpaaLSDtex6K8cSJRYXQ2ccjEnnJ3aS5V12rnXTgMGoFL8aYFR0RuxFvf5xXgFaXUZcBlhcgo1wn+bojYpfDmNP8fcGfCpXIUgGoTh0Lm19G5SiUiTiwcJeRcvLYOTROwDq/tQ4nIJ0C9Umplvhnl6klsB4wF2vGGnYM354jgDQQ5DZgmImMTsTZHjlSLOJTTQyl1F1cnFo4SsDfeQDqTg4E2YD/gSuAc4Nf5ZpSrSPwXWAOco9eQEJHeeLPCvoLXIHML8Cu87lyOLKiWbqxxC11pSiUaTiwcRWQo8LHxfS1AwnP4j4j8GvgRZRSJycDR5iJDSql1InIZ8JhS6ioRuRJvxJ8jQ6pBHOIqDOkodiN0qcUCnGB0Aj7Bm85Dr6G8g7X/VbxlTvMmV5HYBs+oedb27RP7AFblcf5ORaWLQyUKQxTFLNBLOYX9a+zrhKK6eQyYBDwFoJSyB84JBSp/cz3JvcBfROQCvFlfFfBZ4CrgnkSazwJv5W1hFVOqeZWKVYhXkzjYFMu7KOUkky4MVdVcBcwVkZ8opa4I2X84XgeivMlVJL6FF+u6zTjHFuAGvDgYeF7GuXlZV6VUsjhUszBEUQzBKIdYgBOMakEpNU9EvgTcmfj/S+AFvHL4MOByvMbrvMl1Fth1wLdE5IfA7niuzf/MqW1dr6ZUKnlG1s4oDmEUunAv9fT1zruoHpRS94nIZ/EWLLoFf64mAf4O/LYQ+eQVs0qIwquFMKSaceKQnrfeLc79Gb5b8QrCahELcIJRySRm4z5SRIYB+wLbAq8rpV5Pf2Tm5DqYrideD6djgCFAF3O/Umq//E2rfEq90E8pB6jlQ7FEoaN8iiEalS4W4ASjGlBKvQ+8X4xz5+pJ/AFvWPjdwDMUaEraaqDSV4ArljiUShgytaHQglEMsSjHdCPVKBgbN/aKxfNXqeQqEqcCX1BKuXEQlG/d6LiLQ5xfzGIJRiEL93Ivt1uNguHInlxFYh3+II5OR7lEwSSuAhFnYYii0IJRLV6FiWvw7rzkKhJXAf9PRL6tlGovpEFxJQ7CAE4cio2+jriJRRyEApx30RnJVSTG4U3wd7yItAKbzZ1KqVPyNSwOxEUYNHEUiGoRB5tCeheFKuDLHX6ycd5F5yBXkVhGyGpL1UDchAHi2a21pOLwYgbruY8pXt+JQngX1ehVaJxYVDe5DqbLdP3V2BNHUTCJm0AURRwyEYFcz1FA8SiUWFSjUIATi2qlKibgW0+v2Bf2uRC38FLBBKIQopBrXgUQjbfe3Tc2QgHxCT9pnFhUFxmLhIi8ChyhlFouIq+RZmyEG0yXP3ESiIKIQymFIR2mHXkIRr5eRTWHnzSukbs6yMaTmAVsTHxuLoItDqowvBQXcQhD21ZmsahmodBEefpOPOJPxiKhlPp52GdH4YiTQFS1ONgUSCycUGRPmHg44YgXVdEmUQ1UTXipksTBJs9QlBOKwhDuddxXcjscHrlO8DcQuIzoCf765m9a56EqBKKY4vB8mn0HFinPFyVnoYDcwk/V3qDdGRGR6cDngXZgCTBRKbXYSjMSuA7oC2wFLlNK3VlqW6PI1ZP4C3AAMBNYjJvgL2fiIhCxEId0YpDtMYUQjzzCULl6FZ2hQbuT8Uul1CUAIvJ9YCreom0m64CvKqXeFpEdgZdE5CGl1IoS2xpKriJxDDBOKZXLa+2gStof8hWIYj499rnzEY0cxcKFnxxKqVXG1z6EVKiVUm8ZnxeLyBJgOyAWItGl4yShLAHWFNKQzkTFC8SLkrtAPG/8lZJC5JvDNefTvlOo58StKpg3g0VkjvE3KZuDReQyEfkAOAvPk0iX9rNAd+Cd3M0tLLl6ElOAaSJytlIqb7EQkW7ApcAJeMuhrgKeAH6SWEyjaqgKgciFOPmcpi3Zehg5eBXOoygz68jX612mlBodtVNEHgW2D9k1RSn1d6XUFGCKiFwIfA/4acR5dgBuBc6O08Sp2QymswfQ1QFLRGQhqRP8ZTuYrjcwCq8xvAXoB/wKeFBE9lNKbcnyfLGjGLW5ihCIOIlDGNq+XMTCCYUDUEodm2HSvwH3EyISItI3se9ipdRzBTQvb7LxJIo2gE4ptRJvZtkkIvJN4A2gHiq743TFC0RcxEEpWPBvaN8E3fvCzkeDFKjh/HliLRSFwglFaRGRPZVSbye+ngK8GZKmO96Eqbcope4upX2ZkNNguhKhu9EuL3G+BcUJRA5sXAnvPwYvPQYb3oVNn8DmT7z/bPXTSXfoPhS6DYXthkL/PWGXcbDTEdCtT+52ZyMWJRKKalrxrpNxhYiMwOsCu5BEzyYRGQ18Syn1DeB04HBgkIhMTBw3USnVUgZ7UxClsu/eJyLvAmOUUm3W9v7AXKXUbnkZ5SnrE0Bb1NoUicajSQB9h/X7zPcWfj+fLItCpxOIXMVBtcMnc+CZh2D5Q7DqOQJikC3SHfqNhX3Hwy7jYfC+uXkc2YhFlj2fcvUoCl2wV4pQXC7TX0rXLpAO2X204vI5uWd+huScdzWQa++mXYGakO09gJ06OlhEzhKRNcbfWGNfV+A2oD8QOSW5UmqmUmq0Ump07+16Z30Bxabie5SUQiDat8K/74CZ+8PtB8LCqbDqv+QlEABqE6x4DP5zAdy2P/zlEHj3fi9clQ3ZXFOW9yvXXk9x6vjg6Bxk1btJRE4zvp4kIiuN7zV44ycWZHCqfxB8BRclzt8VuB3YFzjS9lQqhWK9eCXzIootEFs3w4N/hQ8uh/Vvh6fZ5jMwYDxseyB0394LKXUfCl16GudZlwhDfQybPoJVz8DyB2HdG8FzrX4O/n4y9BkJR10MezSCZFg/yqatogLbKMC1UzjSk20XWLPx+i/Wvs3Ae8APOzqJUmo1sNrclugGewewD55AfJylbbGg4gUiG3LxHh64Exb8GDYuDG7v0gcGT/CEof846L5dx+eq6Q01ddCzzvs++DTgatj4ISx/2BOMtr97ngXA2hb4VxP0qocTfgu7HJeZzTETimIU6k4oHFFkJRJKqS4AIrIAGF2omn7Cg7gbGAN8DlAiovsdr1RKrS9EPp2RorVDZCsQz6+Bd86DT24Kbq/pBzt+H2onQ7dBWZ40gh47wfZf9/42LoIPr4aPr4f2xGO0fh7cMx5qfwQTLoOa7hnYT9GEIhdcoe4oFVm3SSRq/EuAwQW0Yye8SbB2BF4CPjL+vljAfIpKHL2IrCiWQDz5Mrz8maBAdB0Mu14On10Iu04rnEDY9KiF3X8DY96DnS+Emm39fYuuhhsOg/9kOLi1SG0Urn3CEWeyHnGtlNosInUUcFI/pdR7QAXPMR1PgShKO0RWBaWCxb+HBef7IR+A7c6CPf4AXTuYLPjZLPICODjNvu5DPFHacTK8NdELRQGseRFePgBW/xFOPLPjPIrkUbj2CUdcybV3083AuYU0xFFYitpQnQlzgIVT4N3JvkB06QPDb4IRt0YLxLPGX7Zkcmz3obD3/VB3NUg3b9vW1TD/LPjHtZnlE6NR5HHrZu2oPnIViT7AJBFpEZG/iMjvzL9CGlgJxNGLKAqZFo5zgPcvhw9+4W/rcwAcMBeGnh0+ZiFXYYginWBIF9jph7D/M9Bzd3/7O9+D+2/K7PyZ3osKDDsV65yOyiRXkagH5uKNht4Nr8uq/tunMKZVBnF8mcoaZpoDLPqd50VoBp4MI5+F3sNT0xdaHMKIymPb0Z5wbXuQv+2tc+CBuzI7b5ULhcMBOc4Cq5Q6qtCGOILk+tIXpbtrNgLx8V+8EJOm39FQfzd06RFMW2xhCONZUtstuvaFvf8Nrx3tdZGl3Qs9dekN40/u+Jy5zPlUIbj2CQfk7kkAICI9RWQfEdlbRHp2fER1UfG1t0K2RcwBVs6Gt42p9vseAnv/PTgADsojEGbedv7dBsA+D3vjJwDUFnjzC/D0/MzOmYmIVqg3UfHPuCNvcl3juhtwOd7c6N3xeiZtFJHf482hvjnd8dVAMV+ekngRhQwzzcEb/fz21/HmMQO2GeU1ENds46crpzjY2F5F9+1g30fg1cO9SQXbN3jX0+tpGBM2A00OlGD8hCOENcSqs0GlkasncSXwZbwZDYcDewLfBr4C/CLNcY5KIlOBAFj4U3+KjZptoeE+6NrfT1cogdjytv+XL7ZNPWqh4V6QRN1p1TOw+Br/GtNR4ELIeROOuJCrSJwJnKOUulkp9U7i7ybgG3hL9FU1ncaLyJRVz8OiX/vf634FPXb2v+cqEKYghAlDun2ZYtvWZz/Y2Wh0f+9CWP9O4YSiBGGnYuCEovOSq0j0I3wN1nfwZm+tWuIoEEUhUy+ifSO89TWSYab+x8D23/DT5CIQuRb6uQqGbePOF0HvRAHdvh7ePsebzrxCiNVz5Kh4chWJV4CwBRwm4y0/6ogrmdRkswkzfXKTNxcSeIPl9vyzPw4iW4EoVBhJnysbTFu7dIfhN5KcDX/lU/Dpv5034cSnU5KrSFwAnC0ib4nIzSJyk4jMx2unOL9w5sWLuL4kZStIVGLaDc0uP4Weu+Z2rkKJg33ObM5rCsW2n4Edv+d/19eZx9o1pSSuz6qj8shJJJRST+M1WN8NbIO31OjdwAil1OzCmdd5iM1LnY0XsfIJf+2Gmm1g+2/6aTL1IgrpPaTLI1NMu2t/QPIVWfEwrCtgl9gKJTbPqaNk5DxOQim1WCk1RSk1QSl1mlLqYqXU4kIaFyfi+nKUtcHa9CKGnO3Px5SNQJSKXPLquSsM+pz/ffE13v9CeBMVGnJydD6yEgkRGZjJX7GMdcQAXUBuWAht//C3m6GZTCilQGSbpylyO5znf15yE2xZVUiLikqnmVPMUVSy9SSWAUs7+FtSSAPjQLFfipK8dIVqsNZ8ciN+j6Zx0Hsv73MmXkQ5BCLbvPV19D8aeid+n61rYFliXqeOvIkCN2A7HOUiW5E4Cjg64u8qYCOwrpAGOqIpeRjCLBhXPu1/Hvq10tqRL9mIlEjw+szrLiFxCzk5b6LzkO3ypU/Z20RkFN4I7MOB64HphTHNEVvaN8Nqo6rcb6z3P+5ehMmWt6Hrnpml7TvW/7zqv/7nOcDoglpVcNwkfY58ybnhWkTqRORveI71p0CDUur7SqmlBbMuBlRFqKnQrH0V2hMOY49h3prS1YgWvW0OAEnMYrvhXdj0cWbHV3EvJ6jQZ9eRNbmscT1IRGYAbwLbAwcrpb6olMpwoWBHISh4r6aOCjQz1LTqGf9z30O8/0X3Ip7q4C8HMrWnS3fYdoz/fVUBZyosQbuEK8zLj4j8SESUiAyO2H+ViLwhIvMSi7fFpsEq295NF+FNvXEE8Hml1NFKqQoZXuQoGKsNkdj2kCJnlqkI5CgUmdLXuE4z5NTJcQLUMSKyMzAOeD9i/yHAocB+eIu2jcErY2NBtp7EpUA34EPgOyLyj7C/wptZHlyoKYJ1b/qft80wKJ+TF5FtwV8EoUiGnAxPYr0xqK6EVaS4NV47MuY3eLNURM0Tr4CeeMsu9MArYz8pjWkdk61I3ALchdfVtS3Nn6Oa2brG/9y1WMNici3wszwuU/HqOsD/bF5/R8SkXaJiKyTxYLCIzDH+JnV8iIeInAIsUkq9EpVGKfUs8ATwUeLvIaXUvLytLhDZ9m6aWCQ7Yod7qdJgFpLmokIFI1+P4CkK7q2b15mNSHQCnzeXRAAAIABJREFUYt+Dah35enzLlFKRLrOIPIrXPmszBbgIOC7dyUVkD6Ae0D1AHhGRwxPTH5WdnFamc5SXsocd2tf6n2v6xGvFuWJR08f/vHVtdDpHp0MpdWzYdhHZF6gDXkm0Q+8EzBWRzyqlzC5yjcBzSqk1ieMeAA4CYiESea1x7cidivVUlAoWkl36RKfVxGVsRD6YnkR7gUXCjbyuSpRSrymlhiildlVK7YrXljvKEgjwGrSPEJGuiaWhjwBiE25yIhFCxRbgpaB9A8npOKQbdOlWVnNKhimGLtyUgntnskNERovInxNfm/F6jb6Gt1bPK0qpf5bNOAsXbqp2Cj1nU5fuIN1BbQK1GbasBrbN1boQityVNVe2GP0xagp5vdnx1rv7Mny313I6NvZtB1VOwpvQn+fgLfeMUmor8M2Iw8qO8yQsXI2oA6QmuLDQxgUFziA23cODbHjX/9xz9/LZ4XCUGCcSjuzpuZv/eX0GA+0znSMpzpjX2Wu36HSdGFfBqk6cSDjgwCzTmzXpDXGcjaUI3oh5nc6TcHQinEg4ssf0JDa8CwcXOoMShpwy9XIC4SbnSTg6D04kHNnTyyhYVxdrSHGuQlEEgVHtsPpF/3uvPQqfR5XgQk7VhxMJA/eAZ0i/sV73V4A1c2HDex0fk1O7RLYFfpE8kFXPwuZE1/Zu20Gf/YuTj8MRQ5xIVDtjouYUy4Ou/aG/Mch02T2FzyPJEXRc+GeSJkcOBtpm+d8Hner18HI4OglunIQjNwZPgOUPeJ/bZgH/r8gZFkEEMvFulAqK4OAJwf0dTYKbbacAhyNmOE/CkRl2YTjo80CiRr3qGRi1uONzVGJX2DUvwcaF3ueu/aHfUeW1x+EoMU4kHLnRbTD0M2r3H/8ps+PiIhSZ2HEw8PFM//vAU7wR5w5HJ8KJRAWS67QMacklLDL0bP/zoqvhMxWyvHmmQrVuPnx8g/99yFeLY08x2o3KiOsAUl24NgmDBlrdA54NQ86CD6+Eda3epHcfXAb8tuPjuu5ZGTPDvjcF2Op97nc09D86uD/DRfkKSVEqCNXOGjrHdPZFwnkSjsyxC0WpgV0v979/dB0c8F5m5ypX2CnTfPd5Idirqe4KyHZtetdo7agCnEh0BooZzhh4CvQ9xPusNsF7F2d+bKmFItP8lIIFP/a/D/4CbDsmmKYMXoTDUQ6cSDh8Mqn5pngTArte4X9f+lfY/fbM8yyFUHTdM7t8hv0KVj6Z+FIDu1xaDKs8Stge4aYJd+SCE4kKJVax6X5jvdq25u1zYL9XMz++mEKR7bn3eizoRex4HvQeHkyTiRfhQk2OKsGJhCN7wgrJPf8EvRKFaft6aG0E9Wnm58y2tl+M86mF8OYXSa68t+3BUHdl4WxyOCoQJxKdhUzDGrnWgLv2g/p7/bWgN7wLfc8EtTXL8+QhFvrYXI5X66HXaf4KdN22h/rm1HERhWyLyDLUFCvv0dFpcCLhyI2wwrJPAwy/2f++/CEYcAaoDdmf3yzwowr9TNJkgloB25zoTVYIIF09geixY27nc6EmRxXhRMKRSqaFXJhQDD4Ndr7I/76sGfocC6otJHEW2IJQqNCUeh96HGo0VAO7zYB+h6amdT2aHJ0QJxJlohA9TbIOP5SqJ80u02HH7/vfV/0Xuh8K6t3oY8qBaoGag7zBgJpdfwE7fDs1baYCkanAVtkoa0f14kTCEU4+3oR0gd1nwG6/BhID0NbPhy4Hw14PFcjAPFAK2m8HxsKmj7xt0g1G/BV2/kn2g+Y0RQwzufYIR7lwItHZKEYNNqqWXft/sNddID2875uXwOvHQ78JXpinHKhW2OZYaD/Tm0oEoKYf7PMwDDkz/JgqCDO5MRKOXHEiUeEUtYaZTc04qiDdrgn2fQy6DvK3td0Dai+ovRzUxnwszBy1GoaeD+37w8rH/e09hsH+/4X+R4YfV+gwE7hQUydDRM4Tkfki8oaIXJUmXY2IvCwi/yqlfR3hRKKMlK12l00hVQih6HcofOYNGGLMGtu+HhZOgW4NsNMVoBZlkVEWqHdgh6lQM8KbqVZtSeyogR1/AKNehT57hx8bEw/ChZoqFxE5Cvg8sJ9Sam/g6jTJJwPzSmJYFsRSJERkpogoEflRuW1xUBih6D4URtwE+80OrhG94V1470LYOgy2PQHa78yty6yJWg3tN0LvI2DrHvDBdL/tAaDvWBj1Muz+G298RzbXEYbzIhzRfBu4QinPZVZKLQlLJCI7AScBfy6hbRkRO5EQkSZgDJDBUmcOyLGmWczCKl0B2+9QOGAO7P57b6W3JO2w/EFoPwPYDnofBlu/C+0zQT0Ham34+dRKUP+B9mth6yTodRCoIdD+dVj1dDBt9x1gxK2w31PQZ9/c7Lcp8pgI50VUPMOBsSLyvIg8JSJjItL9FriA5HD/+BCr9SREZBdgBnAs8ECZzSkJFbOGxYHA81mkHw3MidgnXWHH78HQr0HbvfDxjcF2gq1rvG6z/BdMLZNu1ndAbQ6ee7WdWQ0MPBGGToSBJ3e8slwxBaJMXoRrtM6bwSJiPs0zlVLJJQtF5FFg+5DjpuCVsQOAg/Aqv3eJyG5KKWUcfzKwRCn1kogcWYwLyIfYiISIdAVuBy5VSs2TXLshdlKG7/Yab72bpnYcxhgFL2Zxn3MRCogWi5o+MOTL3t+GhbDkFvjkJi8EFYYtCOnK3N77eMIw5CzoHvb+RthaLFyYqYxszHeRq2VKqcgnRCl1bNQ+Efk2cE9CFF4QkXZgMGAu43gocIqInAj0BPqKyG1KqS/nY3ShiI1IAD8H2pRS12WSWEQmAZMA+g6LiCs7OqbYQgHpvQpNz11g2CWw88WwaRGsfRXWvuL9X/OKN84izBOXbtC73mvn6LOf/7/70Ozsy5YSTL3hQk1VwX3A0cCTIjIc6A4sMxMopS4ELgRIeBI/iotAQJlEQkTOAq43Np0ETARGZnqOhLs3E2CH0TtWdDWtUCGnnLyJXMhVKKBjsRCBHjt5fwNP9LerreGTBUqN95cLuXoPFRJmcsSCG4AbROR1YBNwtlJKiciOwJ+VUiemP7z8lMuT+AfBYuZcYAfgIyPMVANcKSI/UErtVGL7OhfZehOQm1BA5mJhk48YRNmQCyUSiEJ5EeVoj3BtID5KqU1AileglFoMpAiEUupJ4MmiG5YFZendpJRarZT6n/4DfgXsh+dJ6L/FwG+AY0ppW6U/4DkXLrkUZvmEXEZT+nEI+ebpZnd1dEJi0SaR6Dsc6D8sIpuBj5VS88tjVWkpZC+nkoWdIHePQmMW2tl6F7nkkSu5CESZvQiHoxDEQiQcMSGXsBPkLxSaQglGoT2UEgpEIal0r9gRD2IrEkqpXcttQ6mJhTeRj1BAYcQCwgv6MOEoZsgq1/BSHgLhvAhH3IitSDjKSK5CAYXzKsIoZRtGGQSikJTLi3DeS/URu2k5HIUjr1ppPoXdgVRuI28+tucpEM6LcMQRJxIxo9A1sbIJBVSeWORja4wEwtXmHYXEhZsc6ckn9KQpdHtFoclXyGISYnI4ioHzJEIod00sVt4EFK4QjJNncSCFsacA96ZavIhyvzeO4uBEopMQG6GAwhXQ5c7XCYSjE+DCTTGlGFOI5z3ITheK+YafTMwCu9DhqGKKUMwEwuEoFk4kHNlTiHaKMMIK9UyFo1ReSUzbH8rtRZQ7f0fxcCIRQRwWA4qlN6EphlcRRlzaMKCgAuG8iFKyGniq3EZULK5NohNS0AIqpjXrghNjgXC1eEcxcSKRhji8fMWyoeBCUa1iUeBrq0aBiIMNjuLhRKITU/CQR7UJRYGvx4WYHJWIE4kOiEMtqZg2FEUoKl0sinANxRCIODybjurHiUSFUHEFQiWKRZFsrmYPouKeS0fWOJHIgGp/EYpaiFWCWBTRxmLd22p/Jh3xwYlEBVFRYScbXRDHSTCKbE81exCOzoMTiQyJS82tooVCUy7BMPMtct7FvJed4Vl0xAc3mC4L4jDArth26MKtZGtkhxXWhRigV0aPxXkQjmrCiUSWdAahgAKOzM6FOIWksqAU4hCX2ntc7HAUHxduqmCK/aIO3+01VyvOkM4kEI7OhROJHIjTy1oKW7RYOMFIpVT3pbM9c9WCiIwUkedEpEVE5ojIZyPSnS0ibyf+zi61nelw4aYciUvYCfyXthT2lLzNIoaUUizjViDHzZ4K4Crg50qpB0TkxMT3I80EIjIQ+CkwGlDASyLyD6XU8lIbG4YTiTwoZeGcCeUQC+gcglFqLyqOhXEcbaoAFNA38bkfsDgkzXjgEaXUpwAi8ghwPHB7SSzsACcSBSBOXgWUXryq1bsoR3gtrgVxXO2qAH4APCQiV+OF9w8JSVMLfGB8/zCxLRaIUpXZk8RERFYD88uU/WBgmcvb5d0J8i9n3iOUUtvmcqCIPIhne670BDYY32cqpWYa538U2D7kuCnAMcBTSqlZInI6MEkpdaxl3/lAD6XUpYnvlwDrlFK/ysPmglEtIjFHKTXa5e3yrua8y51/Z807H0RkJdBfKaVERICVSqm+VpovAUcqpb6Z+H498KRSKhbhJte7yeFwOIrHYuCIxOejgbdD0jwEHCciA0RkAHBcYlsscG0SDofDUTzOBWaISFe8kNUkABEZDXxLKfUNpdSnIjIdeDFxzDTdiB0HqkUkZnacxOXt8q74vMudf2fNO2eUUrOBz4RsnwN8w/h+A3BDCU3LmKpok3A4HA5HcXBtEg6Hw+GIxImEw+FwOCKpKpEQkZkiokTkRyXKb7qIvCkia0VkuYg8JiJhg2UKnW83EblSRF5N5P2RiPxNRIYVO+9E/qeJyEMisjRxv48sRb6JvL8jIgtEZIOIvCQiY0uU7+Ei8g8RWZS45oklyvdCEXlRRFYl7vc/RWSfEuX93cQztirx96yInFSKvENsuShx368pR/6dmaoRCRFpAsYQPuy9WMwHvgvsCxwGLAAeFJGhRc63NzAKuCzx//PAzom8S9EZoQ/wDPD/SpBXEhH5IjADuBw4IGHDAyUSx22A14HJwPoS5Kc5EvgD3kjdo4EtwKOJ+X6KzYfAj/GesdHA48B9IrJfCfJOIiIH4fUSerWU+ToSKKUq/g/YBVgE1APvAT8qkx198eZqGV+GvBsSee9bwjwHJ/I8skT5PQ/8ydr2NvCLEt/rNcDEUv/Giby3AbYCnytT/p8C3yxhfv2Ad/AE8kngmnJcd2f+q3hPIlFzvh24VCk1r4x2dMfrA70KaCmDCXoUZyxmjiw0ifv7GeBha9fDhM+HU61sixcBKOnvLCI1InIGnkg9U8KsZwLNSqnHS5inw6Aaxkn8HGhTSl1XjsxF5GTgDrwQ0EfAOKXUJyW2oTvwK+CfSqkPS5l3CRkM1AD2vf0EODY1edUyA68S8mwpMhORfRN59cTzoBqVUiWZ+VBEzgX2AL5Sivwc4VSUJyEiZ4nIGuPvCGAi8PUy5K0bTJ8ARuLVZh8E7hKRHUqUt/akbgP6A18rZL4d5V0m7IE9ErKtKhGRX+O1fU1QSm0tUbbz8Z7vg4DrgJtL0XAuIiPw2p7OUkptKnZ+jmgqajCdiGwLmI3C5wLnA+3GtprE94+UUjsVMe9FSqmUBkwReRu4RSk1vdh5G6G2ffHaBT4uVJ4d5Z3YNxhYChyllHqy0HlbdnQH1gFfUkrdbWy/FthHKXVE5MGFt2UN8D2l1E0lzPM3wBl49/rNUuUbYsejwEKl1DlFzmcicCNe+4umBq9C0A70UUptLKYNDo+KCjcppVYDq/V3EfkVcKuV7CG8gvNPxcw7DV2AHsXOW0S64YW59qFIAhGVdzlQSm0SkZeAccDdxq5xwKzyWFUaRGQGnkAcWU6BSFDw5zuC+4A51rYb8ToqXA4476JEVJRI2CillgBLzG0ishn4WClV1PUlRKQvcAHwT7y2iO3wusPuBNxV5Ly74hWUY4DPAUpE9Hz2K8M8nALnPxAYhhfiAthDRFbg3feiiFWCXwO3isgLwH+BbwE7An8sYp4AiMg2ePFx8ArKYSIyEvhUKfV+EfO9Fi8mfyqw3Pid1yil1hQr30TeVwD34y2Isy1wJl6X3KKPlVBKrQBWWPasxbvfrxc7f4dBubtXFfqPEnWBxWuovhdvXMbGxP+/AweWIO9d8dzusL+JJch/YkTePytB3t9J/MYbgZeAw0v0XB0Zcc03FTnfqN+5FPf6JmBh4l4vAR6lDN27DXuexHWBLflfRbVJOBwOh6O0VFTvJofD4XCUFicSDofD4YjEiYTD4XA4InEi4XA4HI5InEg4HA6HIxInEg6Hw+GIxImEw+FwOCJxIuFwOByOSJxIOBwOhyMSJxIOh8PhiMSJhMPhcDgicSLhcDgcjkicSDgcDocjEicSDofD4YjEiYTD4XA4Iqnolek0XQYPVKrPbrAUtmlYxYiNbwOwuUcNyxnAcgawZl1fWApdd9lEf1bQi/X0ZAO9WJ9M05MNbKBncjvAenoBsCKxCJuZRrOBngBsWdedrr03sWVddwC69t5ETzYEzqfPuSGxZ8vS7tDHv5auvcNXZdTn3Kb3qmTeOt8N9GTLuu4p+9as6+sdvBbo49ujr8O2X/+Pwjy2F+v5iB3YstCzi+2C9ut7odPrY0z7ljMgxQZ9f/V9Gdx7CQNYnkyznl7Je7mcAclrN69tzbq+sBa6buf91uD/fvq7vv/2vdV56d/dTKufG3OfpqNr0/fAvMdhz4V5Pv09LI2Zn74P9nO7gv4pNpv32Ty3+TyYdutn1d5v2mRej7lvOQOSdpjvRH9WsCOL6bZiK/SCVT22Cdwv8xzJ4196bZlSaruUTDNgH5G8lvBbCA8ppY7P4xQVTVWIRM2uO7Fl0hyGTHqfuYyidgHQAozcyqI6RTNH0UwTs+eOY+Co97mIy2igNXl8Kw200kATzTQwD4DaBW08UncYrTQk0wA00JpMrz9r9DlbaeAtRjCc+YmUraH52cfa5zMx87fTmfvsbW8xAoDhzKeJ5rTnDstbH9NMUzIPc9vMuZMBGDLqfYYzPyVP02bz/uj/5jbz88y5kxky6n1O5V6aaGbcvbOBNTDSs+uRusP4Mn9lZOIe30djaP7aVvv3C2Mq02mlPsVG+/e075v33LQmzj+PVvYK5HE5U0LvRzNNgd8k7FmyP4fdK/N5NO9zM02hz51va2vKuW1b7HsVlt7e1sA8ahe0sahO0couNNOUcg+nMp3ae9tgJCyq60EzJwRsNM/bSgOz5biFoYZmwBrg4lwPBs6FwXkcXvFUhUgATJo0w3/wNC1Q29JGU+Ms7/uo8Idc08A87/gWvMKoDkM8zEKgNeWFA5Ii00p9oFD1/uYF8go7r/diDUrsrw+ktQuNsJc/eC1+QaCPb2JWMg+zMDTTmDTRzLgFs73z1PmFmt5GHbSOShWoMBttW8399j1qpZXWUV6hoveMY7a3mCbARGitSy2g76MxmY8WCDMP+142MStgW+2CNqjzfyf7nmjxMb+fyr2B31D/15+bmRBIbwpXE80BoQirdJiVFiDx2/m/t1kZCPv9zGvxzxm8J/59r08RcNOmsGckjGYmMJmZ1C5oo5bZyfco7J2xCfstHeWlKkSiPytoojn5ItGS2JGoddYuaKOhrjVQaJgEtrWQFInUF2ZeSkFinsPcH1Zj1fa11gULxtoFbUmba1vaEgKVmoeflydEtvBoogp8nU8t/jXoc0Vdj7ZrXOJlt7e11oV7J2EiYXtQtjjo+1ObOK+ugbfSkPwted0/10VclizowzyGMHE2ST4v1rZFdYOMgjPc6wACnkXydzTQgq89CN8u896nFpx2TTr5fIz0z2HeSy1eUQLjPSupIq5tsAmrdIQdG5ZGH7uoblCywtZgPcsNtKbcq7D3RYuqo7xUhUhsoKdf2xxp7Rzp177MmmNYwajTR9FKfUrhHXy5vf36pQx78HXBYW+rxS8IzDR2+CP5gtXNC92n/9sFxrgFs33xNDBFzw5hJQuQxHENdVZB2AJNdcHauHdssIAy7QC/Bu1t8++nvu7aBW000JqspTfQ6t2jkYnadOMgGmhl8oKZgePsPOyCe1HdIMYtmJ30pMz87Hvie3T+PbFDdh39trpmbh9jCnwTzZG16+T56+Z5z4e1Tx9req1h+JWKVNGOIiw0aQuvztfOW19jLbNDz91Kg/csEfRqTexQYfiZHKWgKkQCvAfpkbrDvAe4ztxen3TpTZfdLJz8wrae2pGzkwV1WCGfWjAHz6P3h9XQwgqz5AtSF7TbzsuPf88KeAN+fsFas+khBGxJimZ90iuobWnzrrvOjsW3Utviv57JwlQLaQvJuHLAe0uIiW7TMcXZD1+lejDmvfBCNn6IDICJfj6TF8wM1K7N+xrmoXmeoVdw1d7rXe+MukneVdaFewK+XX5oK1jRSH0+zPCSLshNYdLbTW8iXZ4au8DV59W1dLPADiM13FkfyCMqnJlaAfHvkw5BhtkLJH8bnVewElIfeH797V6aqUxLPsPpxMxRfKpCJHSvitQCvSHZeJcMk4wM1hTNtIAlMNENwmbtL1m41M2jmQnBgq1OP+jhnktHL4D9IgcKvjp/uyZMCM3CParm5p3HD3+E2pW4f4/UHQYkQlA6PGd4KbrW658rUWjf69teO7INGv2Cq3ZBG61G7DogEDd5+TLS8yIC21KuwRKIRH6LGi0PrsUv5JL3z/KU7NBV4HdNpPfTeoXZ5UxJhkiS7TeGqPsFn+9NhHlddv7285o8b0sbDY2p7QwdYbdpmKQLTZnPX0NddNipo3zTYbZ7tdZ1kNhRdKpCJMxuhakvth/a0IVKWMgnKs5qC0SwsdUuVAyPBL/2GCY2NnaadDVuXWBmgq6xmXbanoV+6cMKqXEjZ/vp8EN32rbalvDat04X8HAMD8S2P0q0a40Qor6ftSFhxVYavI4LZiE+0v9vek7+tmADepQnEXV9EPTYmmkK9GhLxuaNsIrZqB20PyL8SdDz0OkW1Q3y268S2M+mTp+uXSbd856WkekL/GRIaUGb9yyHVGiiwmw2GdvkKApVIRI2tuvsCcUEmupmBVz+sPRR59IPdLJnj8ZqR0jWwhMvRUcvUliaZAz+3rZkKKgh4aU8UncY45id1iPQ6Nq5vvbaBW0BT6OZCTTUtSZDFvY9aaaJhkbzXoaE0BoH+SEnC7+w9MNIZsEWFg6zxTLZXoNVQGL29vHi7YGebdo22lLbHkbCjLpJmO0F6cIxppCYhb3tkZq9lHQvOH2PzfCk3U4S9kza+dqhxyaak55YWEjIvhYbO5Sqn+/0z2u9F5ozPCjdLmLbnwxXJsJktjjqsJwtFIHfPQvRdhSPqhQJE7OXivlgZnasHZedF9r4a3oMOq3dBdbGfrFSC4hgo3EtbUn3PkwgdHq7QGxgHs2J4msyM5Ppm5mQ8lKHMY2pSaH10vn5NjPBK5xHzg62SSRtCvblb6LZS0tQVG0bojoDBGw0toU2zI/0x7qA75mZApGuZ1IYZn4mZsOwGZLR7Txme4FZcAbPHQzx2c9NsK3Iju/7++xuvd7vH2wnsUNTeoyJKRRhedtEVa7M9LqwT+nNVJcqSLZI2W2HjvJQFSLRkw1pHtj0te1g2uiGPO/FrE8WcmHYL3aUQNjnD6vF2XmF9XgK2h6slZvjLcwas6aJWUwzChszf7ugMAcZRnYNjQh/mYVaM02G1xLVLhJWSAXHjNjnhkT7iGWLGfIy74c9yEynDROKsALSDP9EXstIM224N2aKfVRDsX9c+nExYceEYQqEPsep3GsJTXD8jr7GdGJhC0zAA6pLHesRRvi9zvz9dRSHqhCJASxPKWTDsB/gdGkg+IIkX4C69IWD6X5r7HhyWP91+5hkTJfUwW9h6e1rMj0as5DX1C5oo6muGbsbY2roojXQO8cOG9jn1QWA9lT0+cI8EbMrpV27jSoso0TC7CKrw3+6Bm0OWDPvX5jHEpWXbZsOvdjnN/F627UG7pEuKJM98ULOb+cVbGOIHvyYvI4I0glPMC8/v2AHjNT3y3++gjbZ7SKQ2ggdVjnyK2R2Xq4TbLnISCREZADwJnAIsDPwBLCdUmpZRPqTgUuBUUqp9gLZmhVRg8RS04V1c/UeXnNglS8Uqd1S9XnsWppdQATCVoaNUfFhO54dlq99jKaZpuSIYB2CsENR4xbMprUu6E2Ytti9eUz7w8Y3+On80Js9Ktm8L/bAwzAxMwsSO+QC/ijoZiYkR9abI97N+xGF6V3oe5WuwmHeo1YakqODpzI9eT/0cxIIgxkeTpSwdBTmCfME7GsM1uTDzpEq8l77SVPwt4FAT7qwMNR9NBrCEt720lqXakdYZcd+fu1tcUVEjgdmADXAn5VSV1j7Dwd+C+wHnKGUajb2XQWchDfZ6iPAZKWUKpXtmZDpLLAXAf9WSr2TSWKl1L+ArcBZuRqWDb1YTwPzQgfL2eGRqIfVSxv0MqLcYn3cfTSGFlzh6euNVym9eGUSD9aFo/mCmi+qPYWESVhPokzsT2ePTtPMBKOwaU3OvZSpHVHfm5iVGKfg/zXQavUmqg/c53AbG0KnsAAScwz5v419D6PsS53TKSQ0ExCICRnc7+y94tQnIbqbq2mrJtLLjggldjQ2I8zmVhqSczmZ2yoVEakBrgVOABqAL4mIfUHv443y+Zt17CHAoXjisQ8wBjiiyCZnTYeehIj0Br4BfC7Lc98IfB+4NQe7smI9vZK1lqa6WUzjEsAPlZgjiqNqJmGud2tIYW0KkVlAmWls7DlxWmlg7cot/P2aj1i3nXDg10bQ2i21RtVR47dG12DtvMwavLm/gXmBAtoUnKDX4odUzJe5mfD7ZabzauXBkcZh16FFxfcIwmuPtQvaqG2ZTe8ts2l+AEZMHknD/tENvOnulz3VQwPzmMr0QGO+6anYMXc7H1OkzEp38F+RAAAgAElEQVRJK4lebtbYm44K13TeYlTN2/Y2zf1hzwCkTgAYJRDpKkuncm+Ena2B9y7qvgFJb8TcH1WxiCGfBf6nlHoXQETuAD4P/s1USr2X2GdHVRTQE+gOCNAN+KT4JmdHJuGmE4F24L/W9oNE5FJgL+ANYJJS6iVj/z+A34vIHkqp/xXE2gi8cRJrkoOWzMnozG3mpGF27NSeiiHsRdUhKICmuuZkz590hZQZ+tD7Xl6+K1cfew8fzl0GLOSpmz9k2B1HcsDOy1JeWtN9t9Evlzm3T3Nd6gy09uRw5vnMwjDTmq0pBGYoSNfSl8wdRsOo1uS9DRvdG1bj155ZlCjOfQCOuQE2boXed7VwzgM787mxy5P7w0IUdsUg/Lfyfv/JzAzM/KvFxBYIm3SCGSYI6eYk0vfkPhqTBXBYIWtOJmnmb86GG2UfePcqbBI9ndZuWwr7TcIK8rB3J+w9sitX5u9UCSEmg1rgA+P7h8CBmRyolHpWRJ4APsITiWuUUrHrzpWJSIwFXgqJk10NTAYWAT8F7heR3ZRS6wCUUu+LyCd47lNRRWI5A3ikbi/GtcxOjqQNwwwLhHkVelyBxm5QDWtoTPdAmy+LTrfr8pe5btz9CYHw+OSZBbQd8B0G3XIGDSem6UFk5a3PnxxYlTjGDn/49oT3UFkydxhDRr2fsi+s1heVxjwXc4BR0fchrFYJXuFphnjMtJ9ZMZsJd3sCAbBuLVx/wgPs+kA9+47tl0wf7G4anD47TPi97753qEedp3tO0mGHEu2Zac3/YWg77XYcLcAdTXjXkUDo67+PRpbMHRY6i2+wm3NTSGgztZ3Ntt/+jc39Hb03hWYbvJhOHgwWkTnG95lKKd2fXELSZ9SmICJ7APXATolNj4jI4Uqpp3M3tfBkIhK74CmdzXSl1EMAIvI1PAU9E/izkWYxsGueNnbIBnomBn7NS0wONy9ZYDQ0+jVZc7ATWDHVkAFl+rt+8JvxBSjdXP1hhVETs1i54m7OPG4VH7y0Nbm9S43QvlWxpW0VD540k49+fAynXqro2lUC52o28tEv2VSm0UwT07iEqY3Tk+MWzMKygdaUMQl27V0TJQRR3pJtTysNDBn1fnJK9qg+7rZ9YdtMW1R7OydcPID3ViwPnGfT2i38+IT5XPXgCE4/bHHiPjcHzmPWuFN/E70uRnCgZUchGLvmG/XMaMLWoriPxpTGa33PdPjQttkezd1KUETs2ni632w481nCsBSbwzyvbAv1dOnNzgmml53O+4sBy5RSoyP2fYjXmUezE165lwmNwHNKeWsiicgDwEFAxYlEL8LjZM/qD0qpNSLyGqRUU9cnji8qPdmQKEgTI4iZlywsdDdIe8oGewI/szdUVA3erhGbhYTZFRBIzuGjv69c0c7Zo5fzitH0f9Wf+vDBiKP5yxlPs27xSgBeufIxTv9vV669YxvPkSX1Bffz9wqUaVzCNC6hAX9mVD2Iy3vhzN4sqSJmLhhkptGf/e1eryYzyBB2P8KIKmzN4+wCXv//6+WLWPtvXyAOuvrzvHD1M7R/vJQtazdx4QlvUvdgL8Yc6ve60pWCqDmA7HUx9HOSTtzse5Luu329Yd6YGeIz05vdTm180YtuH4my22bIqPdT0oUV1vYzF4aZR/rKhjnq2u+BZ19HqgjHtgvsi8CeIlKHF1U5A6+ynAnvA+eKyC/wPJIj8HpBxYpMejctA2ttwcwZCCzN8diM0YPp/Fp3agOkTboZP+2Qh73f/h7WAGg26O264mUmHrGcOYZAzLwczj9mLZ8bu5yLWk5hp/F7Jfe9MHsL40euZMlDrwRelKhrMV9kc5t/bOoEg/p8w5lvrYvg7TF7EEXlZ8fb/Zp7a8r9MM+tPT1th7dvXiCNpsvDD7N26q+T34++YH/e/eHvaP/209B3ewA2rtnMmcev5b2704+aDiuQafFDTKYd9mf7uFxr2Bp936N+046O1/fQLpw7ssv8jcI6NkC0p5gvQQGqTz5/ts1hz3JcUUptAb4HPATMA+5SSr0hItNE5BQAERkjIh8CXwCuF5E3Eoc3A+8ArwGvAK8opf5Z8ovogEw8iZfxum/ZHAToFv0+eF24btE7RaQnsDswN28rM8AsiMAvBAODuEJm7dQPZ7rFgvxjUoUnLK32ZFppYN2Kjdx83Czmv+rvv/4yOPHCQZAIjbEd9P73WC75xclegdjezqfLFF8+fjXnXXQrjT9v596upyevL13BbYaWOnL7bfszqYmGNUKH15rD52PSjcQ6bGemtQuJwe/P5dYzX4REc9gOR+7BSZeNYRPzOXVqK3NOv5SWIy+k/ZOlrF+zlfFfh0tra9n7EG+8QzMTkgslhXpjicGKwbEv6duY7OuM2menM0W1o0IwrDdRqMAZ5zbTmfc0fN6meYEwV1jjuik3wbzSTxgYRvjz6lcUwu5j6rbYehIopf4N/NvaNtX4/CJ+u4OZZivwzaIbmCeZiMRDwJUiMkgpZVbVLhaRpXjxt6nAJoL9gA8CNpLaK6rg6Flgw1zlsNpJ6sM/z5jOGWN7xw9vdO1+HmtXbuEn419n/ov+MuyTr9+Duknb04o3w2lyAaEuDfSZch7dDhvDpi+dy7qPVgHw+8vXs99/72Lfv+3Mwh0PTtQE/YZWs8D1bEpd5Me0P5OaoTkQSs99FJ6uNWWEeZSAJc9rrFYWEGgItAvdtfEU3v7Cg6xt2whA7x36cswdZ1PT9QN/rYG96vnTE+fwwJEzWLNkPWvXwJTj3+DRG7dS2wUaGltTvLzgc9AamJ4cwkd/28fZ+3RPIbuxWacz7725/na4IIdNudJRpSRdz6vUcULmYMh0z0t0ZSl6kswwYTF/fxN7csVgxS0YlnKUjw7DTUqp14AX8GJtJj8BfoXnKewJnKyUWmvs/xLwV93bqZjolek05mAdE3MoVnToodV6sFNDDCb2Nu9bPatWtvPz4+Yw/wVfIA774xd4adIfkvnbNcbhzKf7EQexz8t/Yvixtcntrz61ir+P/AV9HwkPD5h2auvDXvjUgm5eyPWlW3wneiW8qLS2fem2mZ0OVvzfL1j6ghczl65dOPbuiYwe+kHAxgbmcW79bE54YjK9hmwDwLrVWxn/FXh2vl/46N881Ub/vtgD5zL1EsywXdizof830BoqEFG/p2lbVBimIzuD08On3ut0IVfdoaGj8FWm4bJxC2Yn84yatt5+rtwssPEg07mbfg7MEJE/KqWexO/29Y+wxCKyHdAERPUIKBr6pQqbQ0nvt7sS1i7wp6+2C05vm/+iRNWazRf5pZV78OPxz9Hywpbk/u9ftzsbvnkorQSFxV+XwMhjaAOHP/hDDrrst9z6s/dRCtYs3cAD469j4CU7c9lUxfyaRM3QqgnbtofVgPU96mjVL7tXlF0rDsM/d2qMHwhME56stdcRmIJ98a1P0nrdW8nvB/3yFLY/dLfkldkFy4CG7fn+48dz7VH/Ys3SDaxeD+OnwW1HboaDCEwNEnWf9Db/TwvMhJR0YceZYzzsfWH3J1rsg1O2mMeYohE2fYl/Df4kj3ZYNcp+W0TD2gp0PmFTl5jPhS1srSTmITOmcjfXWffS1VvHeKsi1ra0MbVxujF/saPUZCQSSqkHReRavLjawgwOqQO+o5RakI9xmaJ7N+kHVS9taXZ/jaoxgrWcJ8HCMLyW3JDSqKtf6pZVu/HE8b9m4fO+QJz3h905+Vs7JEcTmy+y7e7rfN+s2Yemqcez92HPcOmZ77D6k/UoBbdN+4DFj8DV97zB09t/IWmPba/5sgYLEG9/WKOzeT90d1pbFMIEwz6PHbrxhWle8l6b8flmmpJC8ekDbfzum35hstvpI+ky+dtgz7pqLd3K3gP59RP1TDniZZa2wer18KXxa9nzYWH4gfMxuz+H2a0LRXO+Kh1qiwqr2McHC/For8K+3/b57FUNo7DnRrLnvjI7cIQJi72crh6IZ3tA+tnWv6e5fGm6yoJm9txxMAqu5wfeioLgtXJGrAKpcx03cjbcROTCVo7SkPEssEqp32WR9gW8EFVJMHs3TWV6ctnKWrwlMsNeaO1tgB8LtWuC/ssSFjNNfenmrtqDWeNvZvVzS5Lbvnft7nzu2ztEvqx2vnYh1uPoQzi/ZSS3nvk4bz/hdb9+/FkYP3IFX/jbIl49enJylPNhox5JOW9Y7dZMY16neY12F16dviNPxbwGe5+5noe5T4c2dhr4Bqd9ezkb1nvbd96rF5P+PJJ/Sdh4pVR23bsPtz/Zjy8duZKlbbBu1VZePe5iPv/wOTQcGD3Dq3nvcw1xRItmZo28gRCLscxu2JQyWnDTYU9yaB8TNdVGuoFzSTuTy5emH/RpVsjuo5GpjdOpvcmfOFDP2muOctd408q3ekIRsoaLo3RUxVThuk1Ch1CSi7okHkSzYVeP6tWNn+Z0HFENZGGNe/axL67ak98c/ySrn3svmfZ71+zGKd/ZIXCcfd6O4swNtML2MOaROh6atpwZ0z2PYukniuvG/ZtRP93KnlMmB0Y4h4XGol5kLZb29OW6C6/tfZiN5mHjJczPphDbaewa+Ruqnm9MFP6X8FN794Gf3lPPmm27G91q/emrzSlGTI+pYR+4/cnXOOOIlSz7FNSq1dx/3B8555HunLzdqkB4L/T4unkp5zdDdPa9M69J2+lP12K179TN6zB8ZU4Pr38P20NJtcPvlad7Z01jqrE/uE8fE+bFhoXcahe0ee9UwmPRS9qaU3ZobO/VpJkJTB6ZCBwZS9mOa5lNQ6Mf3gt4oo3zkqsQOspDbEVCRC4CLgOuVUp9L11ae43rwIPVkliQps4vmHTNtfbetqSQNDeGh2zCPidrnAlv5e+DD2LKCW/wybOrk3Yces0ETvlux3N1hb1gYYUANXD8xPWctAd84UfdWLFkM6pd8dJPH6T2P+8y/q9fodeQbVMFhnCB0KG3sOm5IbzniUbHliePDM51ZIe9bPGxr9ec8mHR1Xfz3n2fJvdd/ZdtGFbfG0xRNpcntZaHNfPda5+u3P5kP049eiNrl21g86oNnHXcRh69CXas8wvIsPCQntQwXRjF/o30Zx3mpHFaosIxK+nVMpJAeMW+X/o8zZAShomyxV46dRpTk50iwkZ5mwW4fU77+dZtRMk8jPfIDsPZx5p5vsUIJo2a4W+b6J1rUaMXdhx3k+cp1La0wURorQuGhJuZkFhCN75dYKudWIqEiBwEnAu82lFajf2iJ1d1066xtXZDKw3JuZ70ou5hU0jbhZA+l375V6+HS6+dQ+szfhvEbr//Lm9/9wKaQ6bJDoQVrFkyw8I/Gl0jrf/KIP7vmOO55czHeecpb7aURY++xayRv+Trtx+enGg4qnA2r0OvNWGv1Wxepxn3TqILvokEFmEyz2+OaDZr7/q/acemJ59lyU9uSH4/Z3JPTvliDzBqu8kwDCR+r/ApwZNTXewLxz92CLMO/wusbGPVSsW4r8Ijt7QxZn8CjaZmrTmdd5duexOzvHh7C4wb6a3TkbxXyXsTPLd+5jQdTbJoEpxx1v+NdQUoqgdVmKja1xPWdlHb0pYUCr38q30tYZ6OXVlYVDcoMMJ93MTZcCzwOimjsd5ihNEl2YlEuYidSIhIP+CvwDlg+Mxp6M+KlIc9uRylNRe+fogDawG3wNTG6RGCEFYT80Tojfdhn7MADIH43XdY870Lkumj2gSiYsJR7Qcm/XbswzWP7sYtP+vKHZd/gFKw7qNVXHv0/ayZNowzLtyJ1i7hg570+U3xMkMbJuYAxJTCaySBJTrtQicsb/scDbSycXEbLV/8NrR7syiPPqQrU67qnfb6FzUOSmkUDyv0Bu23I1z/OF2/O5YtbatYuRqOnSjc/mhfutWFLwEbfi2ZNdACgeetmQlMnjgzWXOOGrOh25PsfNJ5gtrebLBDY+Y28z4Gp/lOPEcj8a4jpMdb0ItIrTSkFd0WvGG4ADdB089TK1VunER5iZ1IADOBZqXU4yKSkUjo5UvD1i6G4EIvgZqOLuhavBBKU2Ow26xdwJvHvt5vAPv+IDjh3CEzGuly3qmQ6F4bZov/ckVP+RBGMLQwi9au9Xzt0l3oO3YfbvvyE6xdtgHVrrjp4oU895+tTLu1ltbtoscqhNWezftjC6bfG8n30swulmFhGFN8zDELOk375q3MP/1SNi9ZAUD/Id247q4+dO8uyeMCTAwuS+pfR/jMo600cNgXP2HoXt/kkWN+w6q2LaxaqWgat57T3hhHnx2Dy6q24o+KDgv72efW6bzPs5KhlEfqDvN+I+qZUTcpOXV9sED1OlTMnjsu8Zs2J4/RNpgFud0IbWL+XsONZy/qvpheXkOdH3rTtmlbPQ/JqEw0BrvUaq/F9BTC5p1KnU3Z8nAS9w0SXaGtsJyjvMRKJETkXGAP4CsZpJ0ETAIYMqxHaA0wrPFP72+lHhKzxmqhmLzAj7HrUIA5cZ9ZsA4bshybYSftzYcQ+kLYRHV9DasRR02F0EoDanwDp7YcyGNfuoWP//MuAG8+9CHnjvyUqXfsTs3YgyPvobn4TFRtVRdOOsbdit9wad/XoMiYXYpTJxgEeO6Ce1n1X28aG+kiXHTHCHaoDZtwOL0gRfX00WNlGvZfyejbR3DhcV5e61ds4oVH1/Ddry4Kra3bbTVh816Zn70KijeTbHLMRwvUJsJOX+avyXEaZmHaUNfKkFHvcyr3Jtszakf6haQ/hUkwLJnOs7EL4LDra8DvoWSPV9BpL2dKYP4x8/5rhjM/GSIzx7no69PnbaCVmXMnB3rf6e2LGhOVn8bgsrqadCP+HaUhNiIhIiOAy4GxSqlNHaVPzOc+E2D46G2VLtSDvWn8JUz1ymP2S9OaaMg0e5R4x0QX7g3M446PDuT0Ic8H9s0adTVH3LCIhgndQo4LDz2F1Qrtz+nm4QHoU9uf8x8/mlsvqaPliscAWLl4Hecf9RonXtqLHS44A+nSJeWc/hre1j2xCiK79ue3McwLpDXPkxRiw35zDqV37nqZ13/7VPIaTrp8DCOP6o6eld6+VnPJz6h87Pun2bqlnTt+8WHyuwzsz4Dxo4HHAseZtfFMwn5mfskwDUCd33HC8w6Cc4jp8SLgtQtdvyAxfiBRWWmwxkeEtWWY16/tSBd6s4/VmOtx+9dhN2rrqfZnpdyrlNBtxD0yZ5wNu5YGWlPEKszeXOjZHepTZk7KgnfzNqGiiY1IAAcDg4HXxe8XXwMcLiLfAvoopTaGHai7wAYXFTJHq/orj0FqXBVIDlwKr6mm1sb6bwdXbzyHmSc9yDtPfcTWze1sXrWBR5tuZNP392HPqyZS0yP69npTbk8InDMqHKRJfXmNQrzrm1z1C/j14ZP4z1duZm3bRtq3wr8ufIGd/7OGo24+Ewb7BYvuKVRLW2IthfDYb0cxZ28ivaD9diGlC0b9myyf9zFPn3NH8hwHf34g113wP6ZbK/2FFSY2qSLrN7br3/nKS9bwyhPeVOyI0Pdvv6P70AGBY8zr1ecNE/V0322vQk9B0VQXnEzPrMhMZbo/wCzRnmEufmU3+oc9L8HQoR1aSi3ApzEVGqelnE9/Nr1G8zy6K6yu3Zu/Vep65cEpXOylfsPXkUidE0qHqlyzdfmIk0jch7emmcmNwNt4Hkakd7GeXoGaFKS2J5i9TLSLHV5rCpu3JnzwW9fuNXznkZOoefF5Lj39TT55z9Owp3/3OvOe/R273Dkd6iJqTQQbC8M8CBO9FnRYoWTaePwJDRz48gTuPuOftD7jdcn94N+tzDrgalbc8VWOPnRDMhySvB8t3qBDcz0H8/ptbA9BC0WYJ2KL9sY1m3lkwo1sXuPdq757DOaBny+j33vekrD+GhiZjfMIrTUboZSHXn2Fx67wuyYP+9lXGDZ++9DrCo43SK0smPcl7LN5nF6gSk+mp9sazPNOXjAzMAJ5Rt2kZGEc1mZle1HevW/G9ApT70990gYTPY7Ctt+eskZ7Qbq7uO7Ka3pHOp9gvh3/duZ7ZmOuNZGpV+coDpmsJ1ESlFIrlFKvm3/AWuDTxPe0SwKGvcj+S1vv9zpJs7C7Tr9k7rDQAs5MYz74jWM+5LG5vTnk1IHJbUtffJ9XR32L9+4L9uINq413hPZwwiahC9YiPTsH7LwNVz+5L184358kcO2HK/jnEdfw+C9f0R2JfIweOXahGBV6SN5Xyx5N2LTYb6h67vjGU6yYlxg/0qsn42Z9nX599fGp60xkgu3xaf73Hvzf2f4Ei/Un7MwPLu5hTPMYHiZpMK7QtCVKNMPwJ5IMruWRyfHBtrT0x3Z0n7SA1C5oY9yC2TQxK9KGBlpT5mxKnj+kl6BvgznVekPK/bLvp3m87fnolGHT5zjKQ5w8ibzxCwvdk8Z/+HT/bDv0EXa8/Tms15RZy/TccLjznoFcNqOOmee/R/sWxaYV63m48Qb2/b8j+OwVn6Ohu3+OsPUrwmrgJsNDek2ZQhaoAXdrYMBVMP7wN3jmqzeyevkW1NZ2/nHB83z+Qbj5ahjYP7jgvU2mtXdz/Elwe9AjuPv3S3n5Tj/Au+cfz+OT/Y7lEZ7Bb7cIFyg7DGRvD9zXkbBuPUyYAKtWenWLbXYZwJdvO4rTu9yTTGd3/Q0WbvMg0dsok1BXSqFK8HlspT580smJJMedNNWZo9mDv4c5qV6YcBPSSynFu0oMHG1qTJ2gzz7GvBfTmAp107wxDcnrSe0unno/ortgdyS8+lnPprLgKA6xFgml1JHZHmOOzG1q9MMgmdS4dGH31qgRgW0QPSFecmAdsBOfcvEPhPqD9+Nnp7/D8ve9Wuxrv3mKVc/M4+w7j6Fhlw/8gWF1vosfVrCGhRzCXiqzINPn0zWxi05uZeY/tvDF78NzL3vp//U41J/agyl3jkDVHRTI187PvHd2IWDbGCak+piPn1nAsz/0Jw2u/9YhjP1qLRDdU8c+p3lvwkJBukFYKcXXJnbl1TeXANC1Rw3jZn2dhQN3Bu73ng9jjIedX7Jdo8Vb80NPFGnaoYnqdp2utq6P1z3pzPaLsF5ETTSHTqqXKhapodbks6bDizcl2qEagyFC0+aw30NPwuil89s/0oVAw7rDhk2iGUbYoliO8hCbcFO+BF7uBF5sNxhj9tN7tXgz7JBJGCiqoDapP3Bb/vTy3uz9OX+h+YXPL+E3B9zNon++0uGEZWEvxv9n77zDo6jWx/8ZQu9dMRBcQCBLMUQQpNqi4rWAhC5XsKBevRYs1wKoQbAXrFcsoIgIJIJcO6CCsUsICBtAEJAeCJ00kszvj9kzc+bMmc0SFPzyy/s8ebI7e/qc87bzlkj9qQRCpMYUHtVxsbB4Jowe44Qvyf6jgDt6rWTyszDHLD0cth9C0oG1rmm26XCznb+wcOA0zKJiAJp1bsR1z8e71jEaZOCnVnLGZKln7nq9HQvfybafD3ipB43OauZT3rs3ogFdnaPRnYv6Ig+7rAItbUw6FU5ZkWkkYiZ/DhGUwn44kuNa2thh0iO1F03/fmqqcjix8LeWJI4W1NAN4NZzqxYVSRvSHc/sMAhOzTrADvKUL+lUfazWuax+kLofxtPt2Vf46b75lBSZHNxbxKgrDrLqBph0t9OWvzrD3z9C5tjkNtTAfGJui9v0JPhMkIt6F/P1yPco3JeHWVTChrumULLkO4qnPuLJZB4iyHjcVjCqeiHkM35hCdO6WYhhQw+Qu83ySq9b32BO6hGaVpmHqh5R+9aBul5q/TU/HyTt37/a388e1Zpu17UhDemi1edeytWnZMYaKVSHHyLTEVWZyOnULToTbPtdK57vOvWQuOwVlklBQoQClqQSviMmdkOOJ+qqVyLzqjy9qjj/edjzDWR56uu+q5ZZ5YTh7wUnFZGwIcGxFAFr04kDpKpJXEHjEty6ZbFp/YLgCRWErNuWA6xhQOu7buHf3eG9wZ+xa7Nl0fP06/DVyorcOasFeBlcbR/O96DrMKlqCQGyVLUg0NNxmLsSBiw7jYWD37Yzv236cCU5na4nb/Yj1Dq7ras91TNXRQReCc1BImTCf+/ew3dfWV8NA96/xaRrxj4owdcuvjQO3V5fZQ0O5+TzdPIHFBdaN/MNzjyN5Jd7YhiG9F7duSjUPhyVljskiZ86Tp6v3KZ88epHCN39ep0rxTzFyNW1cO4pHKksPSOJbOJsvwTP+wl7f6sxxXRz9CMcdgra/l4CqTJQRwsO83N0xh3l8NfByUckEhxdr0jyI4PDEYeckOISqBY26mFSbfDVtoVZnwx555zHq8t28Fbyj3zytfVs6fdFXJewipbTr6T+pdFPTyAO2RvWGrdbNy/ACmPh9qjefHovzvimG6fc+wQrJy8B4NCmvazoOYbTn7qB027rhyHncMiUzYYjEy0ZPvwJHv/A+f7w7XBxp+jnWhrI/ZUUlzB9+Jf2PVBMnRokpV1L5WrZdlmdNKQDHdfrh0AjITOZUJSmLlTVRrp9GzWH/QtkEweJTjIkMR6Ri9tvHKLvSMjfeebN4iieq8YARzX+cvhbwUlBJOx8EgEn97GfCC1fEm8NNPDEqvcLNSFAFwxPrSMOoawS6tZgHf3fsKSI+582KCk2KdiTS+gfYznzPxdQMuFSKlSKcY3XL3ud/N8ZgyxdOF69uhDdAFQGnr+KJn1asXjUexTuz8c8UsSGO17FXPItfd4cAnXDZRP0YRn8JJpUBlCneCm3vZIBWNZF5/WtxNhbj0S8BYuEvNV++4Uj7IrnXzy6jNWfO17VNae/wJaWzWwSr2YS1Eks6juXv6vMQmkQyWtbJVY6laMOYUdaH7HnRydOJpSoR/a6uFR+aieVWLn6lpz+dNnp1ORc8me9g2ia55mQhEPlcZxOOJwUROJQbm17O8rxYlTQIYlgwB07Xxbzde3o9NN+KhIZocduyIEVcG9XqPR1e+4bsp3CrbsBWKA95q4AACAASURBVP7EInak/84F719DzaZ1Xe0IU1mdWsmjt3bNz5sfWQd5/YfQ8cw+bBw0lt1LNwOw8YMVHFy2gS6zW7C1s/vORrQpz1PlhOfmXsLhAZeSe8AiEPWa1+SFdyuxvX4FpR29OqI05Bok5FqDtM9q8fkjS+1yCQ8kse3yC0nPsNQusnMY6JNLRdKZywRGhxDLMgfVaTHasahI31qLtLBnt+U5L9dREbNun/pJL2o74rsaHl4lqOKz7IcinjkWT1Za02CiZIUVcParbc2FN7NkORxfOCmIBIfd+vHS9L+gINaAV23gjqbpjZYqt5OekWT5infGDmIWSbRu37MOnZaNY+uI8Wz5fDUAO7/dwAednuK86Vdz8SX+foNu4hM5B7Lf3FUItQhy37cXsfLuGUx7KR+AnA0HubPHCvY+U42Rt9QnS0Mcg9Kqi09zzX7sumA8rLD8IYzKlbg2LYnt9XexHX+EF+2YBVcv3smXGwNMH/4zwtWy0wV1GJHSnA9YA4lWGO7WiW4PYgeJ+evlI6ledOohdU38VFtBnPsxXXu6NVD3mx/Rl4PqOfWztOazkfqQx61TsfntOZnBeoCJmn705tKlpYwtV1OdWDg5iEQNx+wS3JtYWDCpIB82P5FbfPcDUb9x4h92+lC9PjfLo9qq1KgufT8ZzbbHZ/LJuF8wS0zydx/m076vUfRAAm0eqQEV3WqeyCJ7ZPBylPEuRLC2SgcSXvwnY/ss4dnrfiP3QDFHCk3G/TuXBUuq0/f1VlSr414TmVhZBCtEaMq37Pphjt1Pz5euotlZdQjRKKqx+iFweR4CDbfID/F08jJy91imtQ2bVub+mW2pG7Oa1eGxyQRCtC8kEd16CKkhkjrKb1zOZycUh/y7E8bE6wPgR4iiJR7uum4PaJG+V8xPFzdJ/u5HSHS/qWslh/Xw3ks4qYXFuQkR9JzPcqLw94KTg0ggqXTAvmAVjm7ypasqTeiygalIMJJ3dqSDbP2uTz4fJAQVKpD0QCcCPU7hnaFfcmB7LgALJmWyI702U2fGcOppFRSu1h3ALhIXqqo01HzL7jmGEUoyvJxQg4mDVrNu2WEAlszZTWbGR9wwuzfNEhtq+4udm8M2I50fb3MuvBuPupi213cDDVHzQ3IOcnQjcN1Y3779Z1YstQhExUoG4+a0pW4jKwKvuK+Q/+S1CJJF7EPh9UjAjl0lW3Ol2v1HvnRV95QdCgNv2G8AAlmu8ekkQx1DoEowzpws5sjP10LUEYRREIpomKHSVFCqlKMrJ5dXAxYCdnTm8uRCf084KZzpKlYvtDad5FnqOpSZ2BfaAsqq6nAfahUNeSUId/14dHcarfqcxj2ZA2iT5MRa+nXJAS5IOMT0BadGGI/KqerNU8Xf1kADJzyDz3qECLK/1Vk8/92Z9LjZGeeB9bt5/px5rH91EWoYrdgNOew+AMk3wJFC67cGZ57GZS9f4LaSUtbS75lurups5k47yIwpTlDgh56tRny32to68p2CeObxRAabqXDWp3T/B3XNbZD2oezBLa+9e066EBZZrvekjkfH4KhSBKC1uANdFAF3IMBI+1luXyd1ycEM5Tpy2/KeLScQf184KSSJquQTZJvrmbBzl1U8qkSgXgCr4JfHwc35+Tt2RXKGU6FW42rc+GlfFkzK5LOHl2KWmOzfdYQHLl5F0tgqxD10NcQ4Y/JzvIrUhwskCUueo12vKgx8Bar26cySG2Zx5GABxYUlvPiv9WxavJlRUxKpUdvaPn/E1eeGN/fwh3UPT+U6VuC+jtXW+XYvEISfWieEyp0736ss/4n0m1fZ3/sNq8zIW6pqjVF1ahwbEuTn4VzaCW4jBrWebq3ledghNNS2pb0Y0epMnW84fIs6Blm9Yyc8wpFG5DLqxb0A752MPvSIKlGLepEu33X3PWofurUUhE9YKjq/H0Ow8Go4KVLLAuX5JP7vQz3CWeJc0UzDAc8Ceg5IbOJoY8SoSELm7vSx8UvXX8sIMkiI9jGrqTAukZieVqa5vJ0HMU34YkIGTb45QLP3ukET75h049T/Fs7GN1eSsNCHmBZQMPhqrkpsxs8Dn+f35Zb6af6sQr7PyGLknAuJPbMBn05YyhffOHXOm3413Vpma5GAvAZ+v8shpFX10/59JYwckEdx/hEATm1Xj1FT2pJlxKADndrKRkIj3Wo7wDZiEN72Ou5XPFfXWr7nUNc0lQGuuwHRnneMTn8CScZuyCE14Eixom85CF5II42oalMZIpn0hogchTVpbvheoX/QNXdrnrKZrcOA6GJcqf4Uok87fWpAL6WUw/GFk4JI5FGNEM21znE6kVfNzRsp5HUk0FuTRA4bobbvRRghOC9I3cx7+HL4dLZ9+RsA279ex+OddtJmhkHPC7xIXQ5t4Ec8xFhuT5gSMX6UOt46ZzRi8vcdef+ODFvFs+u3/Tzb9UPajj6HVS/m2WUTHkii+eXtwz3qL9hlFYsTsdfhSluzxhUPyKobom1JiPuS97JtvfWsUq0q9E67iY9rnOJC4PJ66NYoVaA0iUOXkZ2qVpTXRd0vfgTCz1Ra/i/aVMHuW6jDEty/yWuotulcmuuts9RcIPJzua3sjDjbGEMek5wkKbl/GikKEZfHZEsCAXcbcv9irOK5IBSRVFnlcHzhpCASArzZsbyHXeZOnWferF46NYX6TJf6UQY9p+gNv6C7S6h+Klz6xc1kTPicjJQvwDTJ23mQoUlw50PVeHJ4HsmtrFDW6vh1ICONrYEGVqIhBSLdBXSqtpZOr9WkW59K3DM6l/zDJRQXFLHqRUeEqHNBJzqn9LXbOVofAhncJsjWOn35ZAb/czKO0mfqMOq2OcU1P1EnkqpPt95qzCN3W0ePpPwIhIy0I61TiKBNHEozUABvxjtdv/pxevtOJhUSI3iMK/lHVPWgAFUlqiNW6u+CiXMkSKtOeWa6EwcnDZHQ6Y/9DpaaUcuPo5XbkwmOfPBSSbaD4KUw3s1xhUGOoaSCqnKRxxyKCdL54b507RnD9OFfcSg7D9OEZx/OY/kXMOO5HJIapXuIla59FUQCer8cBG5Vj5NHuv+wLDqeVZHByQY7Vu51GqwYQ9y44VSIcWwhXHPRIFodwVTHLfpftmgfTzzoSCwd7zqPFgPOdLUvvx8xZr89IKttwJurw0/6k31lBGFRf1O5fF3f7nVwqx2DhJhHf5IDqWErqwHaunL7ti5fmlek/v3Cq4ia40nRnoVUBnD7yCn2fMV4bBWRT9+y9AiQwji7vHxW9M6A5SaxJxJOCiKRjxMCW0XougMpf1a5ToH4VVFe1dGKQymrGezDHSZCOichP8SpO9BiDG0ubMo9mQOYPmwR677eDsCi7yDhMpg5Gc4I6Ov5eY3LSCcSl6wiUhvaQMcua9mxUnpWVMyqSx6g3UvdiL+2mCyjnbZ9ee5+hEF8FkjF/C6HoUMNzBLLcurUXi245rGWdIjCGU68S7VtUV6265fL6Yma/32P6MvZE5FNR9UxCxWoTLTUfeiM36vyys6II5SoJwxeKcu7B1WpW5jKqgQM5Lzb7rsUmajopHj3HBwGy74jSwjn7whkkcI43zNcDscXTgoTWCj94lmAH9Hwy9ErNmk/5trxgpJJ9Q2SJlKfqiCH/NCpInTcpFyuTpPq3LzgH3QaexHCqnTHLrjgapj8aC4lYQQqc8JivDqkJPcnDrgOGamIM0SQz6fu5Iup2XY5o7LFa5TkF/L+9Ut46pq1FBw+orTlJQDqc7VsiCCFhSb97q5Izi5rftVOrc3Ns7ozuNJcVJNNtT0VAer6ETmUxXvVmZvqpAq/Z6qkKY/DXd49bnk/yW2p32VdvgDBDDgRY+V7Ei8xUEHHrETy5FfTqnrn5rc2WfoQL0pqVLmO35jL4fjBSSFJgFdNIB8KdwwZH/2v9FkOAijalDksq5wsWjt9Ci9S2bJKZ7uu61uFefR3cbkxFSvQZcKldO1VkdnDP2XPbpOSEnhqXB6LlqziP+8eoV7jyqWuUaT+Ve5PRWZbMnfz4r/W299bDTuLWg/exMZB49i7agcAC6fv4tdf5jJyzoU0aVff9W4Et6nml1YRq/h/591VWPq9lYuiQozBhbOu4Zwmy1zIJiXgcPB+81XVIrL5s4zAdPdaqoGD3ztLJs3eFyqIfaW7N9CNU0883Y6U8l4XnuWCSLlVqqVHmVXHqs5TV144wcll/MYN0kW2pJYLEbRTCzv9x0ccXzkcXzgpiERVrHhDfrGMQsTbnrQEvJfU8n+njtcSw5XUqH9kjlPlYv2Ig586BiyVQ3pGksvKJEiI4EUH6J3ZmUlD17DymwMAZCzYx786ZXL/zDZ07O2vYvNDFn7qAdlCJXdvAVMHLKAw38rXcGq7evSaMohKNQ6T8OOdrLr1TX6athaAnVn7eLbLXJJf6UlwpPNu5PZVpOzmnLOYN7OAD188ZP9++RNduaX3Mutdht/Dgv497fDXflKiypHLJrY2gZib4+FoHXVHlseSTah45LAfwss6Cf97Ii8RjhwnSguuKAJe4iiImhWl1W31pjJAOtDtVz/ipbu3kPeU+Czfy8lqJMFQqf17xzIl4pjL4a+Dk0LdJN9JqCA2XCRfABWEmkbUjyaInpuoyNnt3OGZhQpARVwyCDXKeFJonPiHRSiUvrJjOzHqy0FceL+D2XK2FXLveb8y87HNtvrJrw8VSitTUmIy45qvyPn9IADVa8UwKi2JSjWqAFCpRhWGTT2XoVP7UKWata2O5BUzc9Ri3hj1M3m5Jo4UVvqafrIqjnuudwhEzwENOHdMB4fzlEB+X7o5qeutM7GNtCa6u6UgITuY49HA0UiS7v6OLQmPIBBye6pqTWUgRK50v32hYzAEUdXlmlAdFOWxyX/lUsTfC04KSQLERtPrX62N50gDlhpIb72ia9f+HMATMTaSJOCoKtzqm0hWN+62sniAiaQmJtvl5XoxFStw2aSzObdXIY+NWM/hnAJKSmDqA5v4fkkJE6afRp2GlVzIOdL8VE5eVm3MemwLq/73h132rqlnsLNNd0/driPbENelEdMGLmRn1j4AZk8rYNV3Bcx5CYJJIef+wydXQMaBVrw0YBZ5udb3pq2rcddbZ7DJMAgRJIUgyf2tOEsqMtJx6upctevuqxfP0uYQEQRf5qRFKlw/KUJ2fpPHquPc1XHInLjsjawra4814Ow10b9A+rrIsH7EQsfEiD50v8kSonz2VPDbj9baplGaeq8cjg+cFERCSBIqwpO5J1tVpCCDaHWzfvpZnb5Xfi5i/btAk7ZTriOXTw6kIevydQe3Zt+eXJk5iEVD3mbntxsAWP3ZZq5P2MPDs1oS7OHPiaqIQReQcNKibkwb+4n9/Ly7OtJgQDca+Kzd3nY9GfNTLeb8K51fplvOgKvWQucr4ezXmpPezlKh6bh/0zSZed1itqyxzF0rV6/I8LR/sKl2fbuMLQUEUlxEQkd4ZaLs/w7jPeFJVFCj5or/buc7Oe6RLgqsXrVXGqFIJs1Rcwbc3tvuuYZcCFzn0Geb7IrYUpLKyrtH0lxt+DE2MvMizlksDjPmlzJW9e3wvqP/GylMDcO4BJgMxABvmKb5uPJ7b+B5oCMwxDTN1PDzBOBVoDZQDEw0TXPW8Rx7NHBSEAkV5E0brZ7X7z5DBvWwqG2XxoGVBYQu3I9Q2H00hY1fvcypY59m+ZNfArB/62Hu6rOCXZOqc9PdVcukXFy8pQVvDfnaZX562WNn27/LOnV5bOtrnkmntzvSq8/LvHrLOvILIDcPvv7nDE65LocrXjwNqlV0zSVEkBXPf83y1A12ez1fH0qT9tU8c57Eg1zNDG3eAmds3nAsftyyOn4XR46eUdAhMfcdS2RvfB34SqZhBscKGeINA6Mbj7pmR8ORuyMqq+ognTd7dHtdt190deW7sCChv60znWEYMcDLQBKwBfjZMIz5pmnKk/oDGAncrVTPBf5pmuZvhmGcBiw1DONz0zT3HYehRw0nBZEQF9cyyAfDvrRO8IZT1n2ORhVVGvGR23P36Rah/VQjfiD7PlgcoBPYjUoQeuIKTu3Vkm+ueYfcPQWUFMOk/+SyaEkVrni7BTUauH1K/NVs8bQqDPHowNXk77ZiNgnz05hKFTzj1q6fAcHrTmXUaesYeCusCQdK2/nmZ7z1Uwz95wyANk75Kt8s4sd7Prbb6XVrO1oNO8vuSUbwDzBRa7Yrl4vGwVBHJPwIn1xfF1bC7f3udtL0Wyu5ffVduMpJKUOTA5FTqaYywMXQvM/Q8Gep/QTRhy6ZVJatOtONWacGEmsg8qYsCPSMGNNMSGHy77JEczR3iCcYzgbWmab5O4BhGO8DV4IzadM0N4Z/K5Ermqa5Vvq8zTCMbKARUE4k/mywosDqEbtqamn95h/nSNX7q8RAViPJoIaBEHVKc1yLSBjCKoFYrFzCoqwcItq23MqE2xOmWNYjlwUZsawDzw3JtM1Hf/x4L2s6pTFy9oWc3u2UCMjRQQAv372erB/2AJb56fWz+lCnSXXPOqptqFC/bwOeyDyD2Vf/wHvzrWerfy3m2c5zGTRlN8GhhezZUcj4Qb9iFlvnqHnXxlz5TDfWKu0KBC3UTKURCvWZqvaR/8v1IhEJwU17de9eT2Z1neQIrV7JxM98Nt6OTiva06m/xLNJPGiXfYCJtrOaHdssAde4dXOUEbVYa1ma8ANh+i3KqU6oOmlOrI9jLOIf6uZvCLHAZun7FqDr0TZiGMbZWJnn15dW9njDSUEk/MDP9t353X1YHe5cH0Jc3dxy26WFBBcHRufd6247Oj2sHAgtCTcCAQjGbaDH4trcc381Up/ZCsC+zYd5odd8Ln+8K43HxEfM9fDqzAaseXG7/ezyJ7rSsncTbflIYK9vLXhi3lr6/GsPt70JBUeg4NARpg/7kpyvTmFTVi4Hdlj3EFUb1mDknAupWNkd2VV33yDemS7OkEq0/RCOyhjIz/RShPveKNKdQqRLW1Ut6jfOEN680uD4fMj1Ukm2gvNhpdJ1MTNyUMeAXiKQCY66fpEYGnncuneim7sfRCLQZYLqaA0Toob5NDQM4xfpyRTTNIVNru4Q+ecf1oBhGE2A6cA1pmmWlFb+eMNJQSTyqRpx48VuyLHjJolNl0yajWTcz90XeLIkIJdTrV7cF4becAI6nbh8D6I6HKnpTkWYBG+imHAfmkPwW6UgPZ8OcqB3Cd9c8w55+wopKTL58O4faL9kO8OmnUuoXie7HTG39FX1+O36Z+12zhwQ4NwxHTxrIMalU1noxth04x5G3wun31iH4QNNdq+zfDw+eX2nXdaoYHDB+9ewvVlrV05sf7WYY7njRvJZHgOAVPScrPjsqzbDi6z8UuLKdfVSgXcf6NpX29QF0POTltYmKuFYxN6QAgZav2dFfG9iX6tZ9vyIp/pdPVN+Vn1+koNc/wR7Sew2TbOzz29bgGbS96agJLeJAIZh1AY+BsaapvlD2Yf418FJQSQEqBtQdn4LBbyiskUovJd/MqIW7cp9WP8jIy21LcuKxOFw1TDKMkKzTSglU0f5AlsFQQBVtYbgLINXhOi6bABvD17IHz/tAmDl/E280mk6A2fv5/DZ59rjLjyQz4KrnqEk1woJ3qh1HYa+1QcjbH6qm2skFYTM1Yv1zGIAly1tQeYNU8ic7c7okjCoBbEXtLbbk6UveW6yc55KlK26ae5Q2y6PXj2h8Bu/Hqn7hdyOTCiiIUK6uwldPgY/kKVVNaeK37jV/lzzDO9DOV+8/O4dyVt/oS07I8rvSEcwHDWtpUYcT0rEsf4N4GfgDMMwAsBWYAgwLJqKhmFUBuYC75imOae08icKThoi4VUXhDeWbRViWcRkZ8TBL8Bor/rIViNoTGX9dPjO93jtcwGyx66aoxpQMnE5nJUuSbwq1rsJk3MIXcHtTq/Fbd9cwbf/+ZS5z1uMzpZNJbzQcz5xT57KabdbXsirr53A/rUWIalQvQrXpiVRtXZl3/mrBFSnQpPXSIw3oXaIXil1uelDgyMFjnS+7P31FNRPpe4z97GuagdX/UhmvF5VUbyjg8+E2IQcbdKf0qzadO8yEvcthxxX60ejZilNYioN/AiPjJT9JBDd52jBe0HvxP2SGZ1gwN+cW7wP53PIMTr5m4JpmkWGYdwKfI5lAvuWaZqrDMNIAX4xTXO+YRhdsIhBPeBywzAeMU2zHTAI6A00MAxjZLjJkaZpRsj2cvzhqImEYRh1gauAPsDpWMkBdwEZwKemaX73Zw4wGpCtmxzkFeaAEqxwC/KB6Tl6gR3eW9Sx60ppJqPxtJZBbseGgHMvYovbAecwOGXTfO9OZO5Pjs4p6uu40CAhjw16cuVUhjxXQIfebXlm1G8c3l9M8ZESNtz5X8wl39HwrKbkpDmH8tzXB9GkfbVS5+s+5F41m5hDSCpx5HABnyXPsQlETEWD4iLrc+iVdCr+cB+1Z79CsGV+OPhemmctSoUIeujSELLufsJPhaSGmRe6eHdu7Szk7HGqiq40IlAa4lYZBR0iVjl+v5wOfiD2sCrVCEWd0477ItpdXy8xqRqA24WC6W+FLvVgmuYnwCfKs/HS55+x1FBqvXeBd//yAR4jRE0kwna8KcBwLJ3bT1g8eR5QH4tojDEMYxPwyPF2CvHjoGIT0l2b07rMS9WWtb7rHX/8EITcRoigKyifDcqlo051IO4+VB21W2pwm1XKiEsXPkFtS4j9o/vD2oQHWDRoGrt+sQwzNs5dwca5K+y6TW69klbDzoJSkNM8+ruQi8wN+vkYmKbJN6Nnsz2cj6Jy1Qo8/kU73p58iOVplo9EUcZK9idewhlvdSd5wDK7bmncuAxbAw0IBbzJh0TspvFMsCU8OV2pTgrw61ON6yQujRsnWt7pMifsypyoxBDza1/NWSHX8Y7FzYnr5qISKbF3/NKZivIygVD7VN+v+o5kBikSMbTXUqgJw7DgkZ6Upx06cXA0kkQm8DbQ2TTNVboChmFUA/phEYtmpmk+/SeM8ahAPWxyiARx2HR6UXmzHw2HJ0MIJ+2j25/BjSzlw6n2I4/P95Ia+bDrVQoqJJPqHMAAdAvspEb67ZTcM5apL7r9TGo2r0ffp3v6SgXqfFMTk6WYVF6LMnVNd7w6n/XvLbW/D3ilFxV6tWFkT5M5L+/h+zEfYh4povhALlOTF1LzGrjjtfqsr+I/P3VcKscqv9/sKXGMHj1ZH7baB9QosK61yXTMlNN/seJsZSOl/1S5YZ8QILq5tWaNvbaqmlE3RjEncVEvr4f6LlNJdlnJRc577RAIHTOiJ0huM3C1TMT3KNbseXEOyonEiYKjIRLtTNPcFamAaZp5wExgpmEYjY5pZGUAS6R2TP7UZPYyt60/ZN6cwWo5r57d/XvPxAWedvwOg4ilIySPSDblcl+yI5cYk65PtZyMrEIEWVMlyAPPJPL9J9+xWrLOPrRpL19d/S6Xv1GNYJ3f7DZEGGzXGibK9u3htQi4JR15bBt/2MnkOxyHubY3nEPXUda8s4x2tL8VTunWnE8GvUfBBiv0+Itvw5JV+xkzO1+6V4h8j6Cq42Ty3HO0Kk3Gu+rp3pcfJyx8GIS02nj0H2RnxNE48Q+nnVLML1Wk6rZ68yJTP+lDvmQW+n+1D5nQraUN2Rlx9p6V23bWIzqVazSSjlred/zkWP7JwOTA6LDkd0dU4yiHPx+iJhKlEYhjLX8soJrACuchK1H7OABX5i8/AiBALiMjblXsB/fhkBGPevD96qhQmm25jlCodxTuviRT0LATlfDITc9I4r6Zj7kIhIANqcu5Y1kFPniuhMQiwhZCWa72ggGvCbH12W3SKMyNc3aV0GdgIeYRy8GvYWJTur9wFSEqufpu1DmOIRm3sezaKayYuxGA5b8U869Oyxg8tR7B/tHp8NU1UyUAOZ2sH5Lzl8zSbNNqEf4arIi0ocSgtg8V3ATMbdQgMrRFe6ku71mh1oomsJ5MzCKdC1WlqGsrkkpWgKw+E9ZSHrVkAJvApZJMP+aeaBPY/6+hzNZNhmGcCnQHGqNEBTJN85VjHNdRQT5V3QdZeConuK0pBKiHIZI+WIZoOHa9g5L+jsOvT50eWm1TtCv/F2XUvgUIAmGrGRalseLpr+zfRzwcx77sI/zvFcuJbtP6Es65Cp4bBTebOH4bkie4fH+jqkOccaRx6rocht5ciX1brIx1VepV58LUUVSs6hAIF/KpG2RUWhL7X5jBxHtyOXIEDu8v5q2rFrD+jvZc/kSx7Wznf1/glQxUwiHKRWtmKdQyTsiKLJvoyk6YslpRHZPclud+RJL25PWNds/aSFbZGypzFCLovTtT2tH1FYlJco0BPYF1VL5ZlpouM8clifmpCsvhxEGZiIRhGFcDb2B5G+7F7WFoAseVSICyIROATMeaQlaHuPNEROZ6ZEQtq7Jk4qBL5ahTScigcmXqofADL7JTo45Gf39StGY9xoSR9otrd3kcw8c1o32F1dTrfQEzb0jnyMECCovgltdhyXZ4+MJ6tM3Z63HKUkF+F0EsE8ixz8M3C8MpTQ2D8969mtq2U5ceEYSMdiTfnsgH56zg5kGH2LLJckZd/PxKdny3kQdnteXU06se1bwFyKodvzmo5eU/v7J++nph0KBKMzpmwN2219FMR/iSSbOJlS1RlxJtwE/a1anr1HKqT448PlWKE2cnhJdhk0OEWHPwjrMcTiyUVZKYCDwJpJimWfQnjqdMIExgBZ8fm5AeNnuNlw52FijxlmSOT3dQ5Lpq2kjZqkV3MeeXPtI9Hrc+XB2DmlheLmN9cpuDBrF8QVQOUc3+dsbhZWQMeAXzoJXUp2qLJgx/+zzaV/gIgKsHF1CQeDcLB00jJ9MK6THrI/iycwnXzL6KOxIWu8Yut63+D5LFR4tg4stOucRxFxF3qWya6Y2vJeaY+t1XKwAAIABJREFUSjLBs4PcnJHPzFGLWTl/EwBrfjrEvzst5bm3axK8wltP/a6TJtT36nfvIEJaW2N1B6DzhgP3ZuATnwWh0KttLKe3JNJtPx3ZKk83JlFfSCHJgTRSwuVk34TUgL9EIKu5ZKdMVfqNxNGX5mtih8sPOFED3Hc5jgWanAK2LMS/HP58KCuRqA1M+zsQCFCJRNDlXetCBrKTnKRP121+F4GY6+j0rd+ypKBpjkorhKXnlzOWyaRGJTpeu3ElmUzA8TzVjU/lGkMBd2IZq393yBDTNFkx+nVyV1nINqZqJS5NG07nej+4vMDrnNGIK7+/g513PMPHr1kXyLt+288z3f7Hpsld6T7aP/aTPJ9Nvxdz9T0GQthsc1FTqo2/A8LIUpdvY6skYdjzrw915g2n23Ov8PN/5lNcZLJ/n8m1Vx4k+a4NXPtYcypWquBaG5mzVYlEJNAxDTKh0HH3qtrRuxZeiVHLrWv8dHTjlX0xYjfkwDSIHalEiA3vd8FsCN8gQZTtddc4jwqkruvbmbM3yKE6P9mqTqjPBAMlE2a5PdnwQfcuyuH4QlnTl84A/vFnDuRYQJe+1IkU6q9r1iEOwS2Ky1Zf0FisrKWNbR+vti9/VoPDuZ5nAtOATOdSOhIXpxKZICGyM+Jcz2WV2JRXYOl76+zf7njldF5ImErS3HRbRSegYtVKJP33Cka8dz4xNS2nOrPgCHNuSmf68C85/aDjV6HOJ0gWeXkmNyYfZP8+i0A0jqvCiBnnY8TE2HNSOVBdKHeBEA3DoOKYW3hmSQeaSbEGU5/Zyl29fyX7j3xXPVVF5Kcu8pMiItUpK6iZCuW5ytKh/FyMRQXXnVmCU97r/VzK+DVRYf1AlWwi1RN9qqHynTacNRfSRWkxscrh+ENZJYkxwDzDMC4AfgWOyD+appmirfUXQT5VSc9IYnTiZLfkgKI3l3Tp/rkGNIQhIZw2UharA1megGd+1k86pKSDrYEGxE5znIliyYH+TqRTAV51itsBUCZUMif2yQ8N+PDO+fZvfW84hafr/gYPWf0x0qtCChGk2tAgZyYOZ+PAsez51brUzpi5nluXbmPsnALyO3bRzmfsrYdZuawYgEqVDcaltqW4YdWo1kOsqXyJb9c7pxuf/LqZO645xKKPra2X9cNBRnf6leHvnEe7MPsiEyyZMIs4XoCtLoyk3tCpqtTfBcHTSRYCVM9xlSCJ9pNI96gIxX9RR1Ypbg00IDYzx1aF2nu/v9D1p+LeP5Z06Ye8ReY7W92nkaqssTjqNXlt5HHa9fvrL+Dlero9Xi5JnHgoK5G4EbgE2A20wntxfVyJRNGuyi7E6Bd/SQV5A/qJ0GARiBTGa1MtqncN4rMA/QWfl0CJ9m5PmOI46isxh+Ryaj8yqLmUAQ7tymPawA8oOmK9qoaJTbnlhTh4bKfVX3vs8CXqQQ4S4p9tfqTlj6fz3m17mPmGFfxvy9o8buu6nP4v1qLbdW1c6qdn3qzHrLccxNxvcg+Ku6gqIP+gczoCIev86zWowD3zz6bGM0XMv/9nKC4hd08Br1/2Geffeyb/eLQLVJIIhPDiHem0L/c1j/4unwH5fUbiZFXVlitelgTyvYtf1FxRL9qEO64+EnCitWIRjhTGeeYhqyGddvQRAcQ7UPuSHfB0Tp2ivFBzyYRGp5LyM/sWUC5JnFgoK5EYB9xlmuZzf+ZgjgeoelAvZ+NNJpTCeDvRj7rZxbNI3qru9vQ6XvE8uX+aJU1EqKtDQn6caZAQJcUlpA2dz74tVoa5WvUqcnNqTxKqLsAPdOOsUi2Gp16vSbc+lbjvxkPk5UJhfgmzbljC+sXbGPdqI6gZw28Zh3jpFsf54owRnel+o/sSNBLoE/d4df6rK7Rjzz3J1O1+gAODb6Vkq3V38uWTy9nw7Q4efT/OHTEnbPUmuGQxzz8DCcmSj/gujzUSRFoPP5VlpDqCQIhc4H5GFM6zyKHe1fH0Y26pY/BjZHQqXnGPppaLloiUCtU5tnwS/59DWYlEDDC/1FLHCWo2OuB9KDmOgRWmoLQwDLaOPODV6epCI4j/svSh2sxb/ej1zKKcfBhSGMdrz1vepcJJS00uo1oDqdZVqkTz6UNLWbZoPwCGAS/PqMaeQG1nPa52L516kD2qgatDvHhWLmMHbmDHKiv+0i/vruOuXzbw5Bs1SLm6wA7cV79DE274b0dbyvB4Zytron7XxaQSayosuQb12MIHmZ9yYMQdFH5mWV5t+HYnNyfkcO/01ozsG1bdhX0Qkjaku1VOOE5wfmPx0+v7IVc3wXbnDVF9F/ykFp1Ep5a19gceaVOOIXY0Kht1TwppYBIP8gATPQxRNB7Zfn2LPoTFk26P/ylEohyOCcpKJKZiBfo7rmolP6jHXvqGuRvAZZ6okxB0KhX5uazaAMvEULQnwHX3IRygAt54S8J5TeXmdHkSIBwwT/I2FaETRPgLlzVQuN9gf28aT3HgVv5vEwsmOgHyxt0KI9oeZAFhtcYj3ot0WUes0xWHCEI8XPpTIStvfYOfplqpetetLia59wFKwrm1KtWuSlLatVSuvsu1npYFi14NIfcLTqrWEE6ucotTHk92Rhz9EudadRoGSZ/wJc373MAfY6dhFpdwIKeIsZeGWHl/U65J6UGHwGonthFOEiIZKcp/Mjj7Qh/FNRJ4/Qic9Kt+hF1F7OL9yncaKrGQx+oXFFBdX/k3RypOC4f1cIhZekYSkxIdQqGCrj2/39XxgNtkPJk0KWpCqu1wWA4nBspKJKoD1xuGcTGwAu/F9W3HOrCjBVU3LIPsIStDJG5WSBWqw5rus4BUBvgif/Vgqpex4nJR5t7SM5LgVeBmDTcmeebKfhIy7P79AO+MWGx/73NRJcb3dl6VjegC0ak8VGRSsXplhr11Lr37mLx082/k52ETCIAWr91JnTMaYUWSt6A0aU79HskrWB5bkBBrO7chr/NDXNajBkuGvMn+bbkAvP/YFr5Or8xNMy/h+sBnnthGKoKO1E9Zf1f3ppxvwQ+BRu7P7Zug7l1ZXSP/riMQOglZnVfPxAWkZyS5Qo6o5XT9Ob9F9qWQy7qZlixas4bsUmuWw18FZSUS8YBgT9sqvx1Vftc/A/Ko5tmcMvJVwx2Lcn4H251uUXVY01s/yaDqjnWqKlVakQPoiXLpWBFF3fF14l2WVU54CPfBL8wrYuqABRTut8xCK8TFkjTjAnY0/NhF/NS8A+KzOmZ1fUS5EEGC18CNBSVMvtEdBGrzhPeo3/FsCNZz2okyRLbKUQexJB+B4McHUkhJdCM5QVCa9GrJ3csGMG/E/1j6xT4AdnzzO493ymbHu70Ze9GP0pp7VY7yOng5fLc0KdZAlUbkNtS25N8jR17VSbve0Ofq2GV1jbOP3estmBGVSNlSb8AdZDCZVIKJ3hwl4r+QtuW5+r1bP8bAPg+CAbL9kkLlMWBPIJSJSJimed6fPZBjARHgT+Xi5U0ayRYe3BtbpzO2ykYX30duQ30OGmemMDhB3Sxk0zjxD7K7xIXDRVt1xJ2H3WY4gZGM0OPNVcy8JZ2tmVb7FSrH0CH1Pj5r2Iaa4ThXTpA+d6iEtbSxLyb95+ZWcxz6Yy9pD+zwlM0NbeLZLlsZ+N+eLBjxNv2Yqw2CGAnc/blTaRJI8RBeMa5ajasx8dN2vP/YFt4Zv4mSEsjfdYj/XvIpvz+YwJ0PVycmxvAgbpXARx6bQ2SEKsiK5eRVacqctkDOOgKhEhidGkp9Lva+6MNWSYYt/EIBTzekkkx6RhLJiZHH4Jae3edAJpC2c2mClQvbg/iVtnXzsfdlgpuhi2aflMNfBydF+tKq5LsOjfuge5OsRKcz1YdoUJG/aq5YmnpEgHqvILgm4Tkt2somzoO4PPFvFPjhzTX2PQFA98lXEexSTAivBCU+i7sPIbVEi8BXFrRi/sD3KcixLKcqNalP03sGsumBqZTkF1KYW8SMf34Nrz3Cr1/0I1g9eksi1b4f3IRCRla6OVWoYPDog4do16M9E4au58COPDBNvnh0Gb+mt+LZ9+rToIk7NWs0e8N65k7u41deRYoqsfC7yNeNx68f0Z7rvSk5LFRVkIgMoCNC4r9L9eMTkdYq5+b+/cxi/UAlPn4JjsrhxMDRZKZ7A5hgmuamUsoZWInAK5imOf0Yxxc1jGcCaggK9WJUPRB+oONgnMOuT/0oykeLYIXqRFVVyR6sa2lD49F/aJGDn0i/eeku0m791v7e5Z9nEH9jd9fhDxF0XUraiCtRRbbuGD4q0UwlmX13PsKhnyzCaFSMoe+cqzm/Rz7bLryCaQMXkL3Gsqri27fY2HUuNecEiGtbXeukJYNfPCdrHPGoOSv0yN0qM/Tc7eRnDuDp4avYv8jSkm7/eh03JFTjn++dT+sLfLuKGgTqF5+t/t3SjQyC81elDB2o+1BHFGVP7hDx0N/t7yO3HyRkO546bUQnJdvtS3NKZYDl36Osh27e8u9ewqS3LCyHEwtHI0lsAVYYhvEjlvnrL8B2IB8rwXcQ6AkMBjZiOdwdN4jdkENsZlhzaec+8A/gB3oi4FfW+V1vURItAbLqOl7bsspJVYnJFioqUZLzFYs6GXuaMzc5laICy8u5bYcYxr3akN+NLLJo55qLOydx5LHLfQjbe4CK098m9KpDkLo9fQW39siwEE4H6P5zPJNvWs9X71kX19tX7uW2znt5YkpNgsO83rzyOOx4PwnpLms1dQ1VbloFgShrnVKd9p9PIn/iZJY+/DmYJoey83g16WOGj2/G8HFxxMQYWoIsI9BUBnjWyW/vqLk3IkULVglFtFy46Ee9ewBs7l/kbZBNTVUCpoawkdspLfRGiKDt3R27IcdDRHRz1p3NSBJZOZw4OJqkQw8bhvEycAMWAZisFDkILARGmab5xZ83xKMAJRa/cJqSD0R0SNyr89UdYtk0z4+zj+RdLS4IRTkVQUSDvAWUlJh8dfW7HNy4B4BatQ2mpNWiRfW1/E4HX8QWSTUCjlosJOmZ19KG2F8/Y8WNs+1yLQYlMOi2hgRZIqko4J13TZ7u04qXb9tAUUExuYfh38MPcc7XS1g3+S6oprOoyXK/S006VK9+PF77uz2HABgxMZw1/hK69oxh+rAvObgzD9OEdx/ZzIZvtvPvGYlwqnap7T5UfX003L8c3E6MMzsjjtaJa3wJhYo4I0ka3nE6yFe+/woF9HdKol1xpyKvpc6cXLcfBfHU3X9Ekvbkucvz1f1WDicGjupOIpxtbhIwyTCMekAcUA0rPMd60zSPu2WTC8IeteLCTgTIE6DT70bU64ZB/S77JIg7CJk7U/vxOwA6nbTKXfnVldVfQbJ4d+IfbP7UCU1y1zttaXGGYzh4NAdN7l8XQ6jV/qV8cNUzFOdZ5rSN29Zl9BsJtDMsBBMr2aJkGUECo4Pc2TWH9wZ+zNbfLGur719fTcWf+pM3+25orRIrK4y0ANVLXl2P0lQlIqaRgNbnx/J6ZgceG7aG5V9Z6rBvvywiq9Myhr7XmDPOO82DSFViar1na0zisl92ALPHF47qql7EypGCI+05IcmokpOfxCvXtyVGj2rR735BLwHI9wM6yU8mNrp1083Pb8xqXWc85fZNJwrKfHFtmuZerIRDfwoYhnE/cBXQBigAfgDuN01zZTT1FwR6ghyPX8O9CfBTQQnTV8EJy/H1ndDefoEBQ9IBDHoOlQ7ByeXkstFIPaK38Uxg5ds5TH/IUVsN/k9Tul/ZAMhGzW2gG0O0BCRIiHhzFXNGpnFgnSWxVK1RgVkfmJxR63/h9uI96qEQQTgTXvplK1NHZzB/ViEARctDZJ51C+3e6A6DW7rmJbKrqfchOs5b/u5eZ7eOWy5b/9TKzF8Qw3Mp1Zg8wZIo9uw4wisXfswlD59Fmweq0CFmNYArbpesJhEg1IJCRSbS5gppUUhhOgTrXl/3XpWdByMRK7m+CjIj4nLElMKAq3tUbld488vldNKnKi3oCISOgVLnL/92NCq3cvjroKyhwv8KOBcro1134HygCFhoGEb9aCqnhv2Rt/Zv4FwGZ+Kygokk0lq/uz2oBZeuc8SzPaGRD4/eqU0GtW9Zx+9uy6se0kkTUzZdxJAxBkKG635eRUY+2ty3/0jtecvE238CVj29gO/m7bG/P/tmdc6tut9xUJP8S+Q+QgTZVLsjL8+syaRXalCpshWmo/hQHu8MWcTsm7/hSH6R1HfQFZ1V/In0rkcTFM7POzomxuDuR6oz4/Na1GxkhZs3S0w+Hf8LD/Zdxe7sEoR58SQe9MxHgK3WmYa05xwLpmisdEqThmTp9Wg5c9G/uo9VZK/uCdGnTrKV21AlAJ2HtO4M+u1BseZyuXI4cfC3IRKmaV5smuZU0zRXmqb5KzACaAT0KK2u8JMQiEVcosmgHkJdQDEbGSbIKg7/y0ZVZaCCehBU7ipIKGqTWR1iKCko5NmBGezbY1GIU04zuH1mIjEVjXB//heIunGrnKCs0goRZOHXlXjrvo12+dtHwhWDq9jfVUlLtyaGYfDPm6vyvx9q07Blbfv5d//N4rXus2i07nsP8hLIShBmQZxLA2sOpecWb5h0JvdkDqBJ75b2s4wF+zg/4TCPLz6HEEErthNeKUZYFdkIWAQRVDjo0hgUHciqPjUPhXsXuSO66vZKiKDHXFvl6r2cvb8EqtaT+1SjCXjHGL3kGm3Zcvjr4O/sJ1ELi4gdlUorFEZ1sk5bQDScvm2aioPUhdpJhn7MtZGqXnVQuqWK7iDr5uM35t/v/C+HfraITExFg/tmd2D7KQkswquWkNvwE/PFQXZbwFi/7d92mEWDP7TDbnTpUZGn7i+iksSd6oIb6vqM3ZADnRrw+tIzePb63/gm1Wpj3bLDPJeYypg3z6D3wIauetEEedMhsEiqO5mIbj0tSItFV1Px4XfYPHEmAHu2F/LS+Z8wasKvjL3vIB9USLbb1JroJlg5HIREFY3asDSQTVgjzVcNGaO7yA8RH7689t5xiHLi/flx8qrKSIDHC19C8LIU5Odh7h6HV0VafiNx4uDvTCQmYyl+vtf9aBjGaGA0QJW4xoCCkAKOTldNQKQXmSVEGfD3DShNz6qCH5JXCYwfgdAdWoC1039mx6sf2WWveLobRo8OLg5THZuOcKgg9yM+HzliMm3QQvKyrZzYDRsbvDKrJpUK99n1JgdGM4kHPd7aqgWQrPLoUuc3xs5uy5SXTebd9QPFhSXkHizm0UGrueKWJox+JkCwijMHIUHIuUNKm4PfPFUuGiw/j+aPjqJ2rw6sufoJinbvh5ISpj64iW1z4Mkv5kCjgbgkB4CAlcAnFAj75gTceyQS+DEZbinOy4ULyUo804Xr8JMUdGNTJUr/y2299ZE+G57DlKlBLuX97x2Lcxb/FEmiGuWhwo8BykQkDMM43TTNjT6/dTdN87tjGZRhGM9i+Vz0NE2zWFfGNM0pwBSARp3jTB3X5pe8RdWzejlQb+A09TDrkLAKkbxpS1M7iMOjQyLbVuTw7Y3z7O8tBnei923t7XnJ4UlUiUZwweLgWs/0HrJiBLPv/YUN31pWSUYFg3vfb8fe2Lps9bGrdw6/F2m5JbV4DAN63dqO5t1O4e1BC8nZcBCA+S9vJ+uHg4ydXUhyC4sbbZ2oD7nixxVHo+JR1zlEkB4XV+fMZXfy0dBUDqRbdhOfZ8LyTvs5+/2q0NNyRnTnd3byjujGqI4pWohkKBFNdFRZsvO7G9ERCOtzluc30ab47zcf3R2L7p14v7ul2qNRz5XDXwNllSSWG4Zxi2maIocahmFUAB4G/gNU8atYGhiG8RwwBDjPNM3fj6ZuJJWC9bl0jl9tS0aysppBjaHkV189UKWpp9RyKleXt7+QtwYs4EieRTvrxp9CnzeGkGU4S27FetIH6EslmfFMCMc+EqoA/bhCBJkxuwpvP59vP7vssS5UPi+BEHpCWfr84m1bepc6rjPclVGbj6/9iG/DcYB+W3qIfyUu4663DpF8lVuyUtfdIw36vBcV5HWWx352022c9VU3fh+3jpcft+a/Y2sJ/zv3JXZMvJS297QlFDBc7fipxNQ10XHdquSq7jv5vwC/GFvyRb07ZWrQveY478Uvp7vfu5TbEH1GquOU8/eDiEbqK4fjD2UlEv8B/msYxqXATVgXzO8BscA/yjoYwzAmYxGIc03TXB1tvWrk+RIIVeVwtOoXAWouBzkwnv4g+XNSOhWUeoB1nPgqM573Ri5g9zoryVLlGhVJShtFpZpumiwTF7l9OahbLOkkzU0n2D/LdoRS+9ubtYN3r3OEwg79Tuf8e87UIrLSuHU/yUv+Xr1uFcantWXeC9uYcs8mio+UcHh/MSkDVtPvtv30fKoYKrvVITIHqjrdqVAaJ+/hmivC4Mdq0KRXCyaNWE/ungLM4hJ+uu8jblgS5KZ3OlOjQVW7bV1wSbHuqi7eL4ikWlc3NvFdVdfoVKSyaiw5kOqRJpz3Unp0WbmOPAZdWT/1l26ekQIAlsOJh7JGgf2vYRhfAzOAlUBdYAHQ1zTNPZHq+kHYm3sE0A/YaxiG8H09ZJrmobK0CXpC4JfzQZSRdb3yIVTj3Ptx/5HGID9zSwvuwH0Ob+scoC+fWs6v8zba33u9NZx68ae6+lB1vJG8giONb/mhliwY8CzFh/IAqN2qIcOmnYthuENXqFyuvCaifxn8VG+ivmEY9L89lqrnnMl7gz5l5yYrn/a8F7aT9f0sBs3OJXh69HGG1H51iCoy5xtPzUuD9MscyKLBb7Pz+40AbP4kxFOdNnHNrAsJnHOKD3ft+MHoJTW9KkmHeL3rqCYy0qtx/KSDaBik0vI/CKlOZcRUoqWeI/f4IhMDte1yOP5wLBfXO7BiNLXHskL6rKwEIgz/Cv9fpDx/BEuN5Qt5VHN9Vw+VNq5NKRDpsKleyAIZlKaf1akPZOSh874W8OHXdfno/o/t733uaE/BoOGEcB/6pA2WM6GwslHHGkyU1saO1+/OnbHKjGfx9e+zL2snADHVKnFTWh/OqrPOM36x1jIBDQX0PgqlcfIy9D17N9ctq86Dgwv4MGxpvObnQ7zQ6X1On1aTZle6JRodREMcZeTq5dYlDrdZkMsX/5ufHvyYFU99CcC+zYd5qfd8rnu8OQPGxIKhI5Klh9PQSZQqoZdDfwvnOl1fOklVNU2WJWIr5W6yMobIF9YhLF+IB5hIMmmEJAZHHr/cpu5+Tkf8yuHvB2W9uO4NvIsV4K8dcA7wYlj9dL1pml7vs1LANE2j9FJ6yKeq9rkbcZWtbaGvBZT4QW69t3Dwkg94kJCNtOU4+yrXJ/dh1XNbV+3bepi3B3+AWWL5Q7TrUZsrnuxma6RtRD03x3LoWgmxmeEIs8q8hWpBhM4QaxRLup1Te86Lu/h9lpPydMhrPbiw4077QLuJRLhfEWtppHvtxH8dofBDoDLRmXsTPBcL/5kORcWwf5/Jdf0Ocu6Y/bR6vA0VKknvI+B/ke7tw1+C0Ek/IYJQCWo/2YGLe7Xgm2umk7u3gOIikyl3b2TD4q08Oy3E9vrtfLl6v7HI7z+I+0LarjsNm6ir+n8ntWmqa23lsh6OfFr4/yPaJfDdp4CdPzuZNGIfyiF2pHy/FdnXwiv56O+P5M/lOa5PLJTVmW4h8A7QwzTNdeGQ4AlYdxO//lmDOxpwc1M6EdtxMhI+DqK8CvLv3n4cb2Knbaus6kRUGsiH0E+0Lz5SwtuDFnIo21L71G1ciWmzKjC40lyPnlsHwvvXGX9krvb3b3fw/V3z7e/xN3Wny4jWpfYjg8zh6lUn/qoH9d0ZBoy5Ar55FOJOc55//eyvzO/9Aof+2Kvpw50aVNeXbsyirgA1659oq/nl7bl72VU079rYLrvgf0fom7ifrB8PutrUmS8LcBNPRzXTmjVHhRiDhGwGRZ2jLmlQtKBrT4CcaEiXuyJSf3578GjOTjkcPyiruulC0zSXyA9M09wYljAeOPZhHR0cyq3NPPq7NpgulIaj1nGSycugcmPqAXY/08emEf+FCioUCNq5lHWqhNLMZKfeu4YN31lqH6OCwYOz2rA3ti5NyJIsrSxRP7l/mhWvCmy1hA5SSbYlDBmJNNq5ircHFWAWWZZTjbrEcd3z6hp5TRP1jot6c1RVxaMrD+58G1sDDfiRAZw7ujlrrnmaHz+y/Cuzf9hEWsJTnPvOcLjMGpvwjUkOpOG+2I50YW1Jbqp1VCzp4QiyWZ73tKN5V/69pDrf3/8pac9uA2DLphLG9PqVs5+8godv30U7w7G9kN+9jljo1s5RH8Vb3DrY0p4Kclh5GWI35EgZD+PD3H48POINN1Oad7p736bZzoMyqJ7h6ppGYgiccbiZi/Ic1ycWynpxvcTneQnw6DGNqCxgpSvwIGBQ7w+ySJqbbnM+sSOdXAU6L2OdukQHcrRZ1QnJ767Cz/pJhv/NLmDl84vt75c91oVK5yaAclgFQQKLUFhtxbvmpPYhfhPf2xStYsLQH9m/zYqfVKVBDf6V2pOOVSKHDQkR9hkgx8NROnN17l5kAh1pTWX1UQrjLBVMfbjyw2qc8swsPrr/J0qKTQr25vL55a+z/Z7zOXviP2z/BYHcI8VNchMvd8h21aNaXit73JWh1zMxdOj9DU+PXMuhfcUUHynh+zvn8cji+kx5y6RuvQokbUgnFHByceiIpI5gyu9Ozungpz5T5xYiaAe8jM3MIRTWYtlWeZLTnx/Bln0mxPoIWBDo6drf4v2qzqtqAjA/gh2t5WA5HF/4O3tclxl0mxQkxBy+ACQTiaN2kIV84WsjX0m1o0P8kWzMI3HMcr4GASGC7M3aweJrn7WfCfNTuT2RTAYgPSMJEp02Ukm2VRAqdyf3I5DW92M/4buvLAJhGDByRm/qxdVUyutNLO07jgjSizz32A05pAZ5rYbPAAAgAElEQVTcbehATnQkvK2zEtuTfM9qzuuRxyOD17Nvi5U2dcVTX5L17X5i37+Yh3nPNV65Dw+it38/upSbMlx/ZTaBjE7cPTibXT9b3uDfzdtD38wKvDq7FrENHTWSjpFx5qte6rovk/2kTXl+6vOtgQbW/RSOGs57t+BNExtZ8grZfkJygEo/9aes+FMZMQE6yV/d0+VwYuDkIBKNrH8q1wWqqiicp2Bk+IF9EeggrFQGuNRDa2ljW3GINkSGLxXsC1dNCkYd1xgky5ONLkSQVgczWHDVWxQdtkJqy+anchtBqZ+eiQtYSxubgOkCGFpSjnP4hf3+3nnfMOWJLfbzix8+C/PiiwH9xbIO0QY1yZN09cRFvlhj8VxGIOBOX9qPuYQSHUQUJESw+1aaLmvP6H+WsPfTnwE48t1SJnb6jUrTg4zsu9MmkO4119n2O4yBjBx1GfFEG86aWp8vCGzgP+n9mHbvb6ycbAnamzeW0L/HfsY9U51at8aDEVm9qKoroyVYfpKJjbTDDFHs3BzG959gc/ZracN4Uux9kcJ4DbHxD3AJ7pzuQiaRE2n5zdXTbphJEupCwM63DuWxm04knBREomb1Ay7vU4GotBeGIucEuAL36TjNEFb0z9s3TLGtS4SVkt4+3Doc0RAKMU65rxBBTNNkyfXvs2+1pYWtVC3GZX6qqy+rDMSf4Lz7Jc61CYTQT4u5J5NKtXUr+ccIJwZTs77xNBs73LNu8vrIn5310l/Oqmsgcn0E+2d51sStjkmz11G99xGEJjkhh80f3cDkJzuwaew0KC6hKOcAYy8N8dV9Cdw9YRVJm7/1ZLXzA9Gf8170eczlzzKB6Vh5Ddc/H+Tj3i355toZ5O8v5MgRGH9bLmcuXsiQN49Anco2B65LWGV9t0LUy7kc1DHoOH9578rS4+TAaJIDacTOzbEum/tbe7Mfc621nGapXlMD3vsC3R7VxWCSy0Qas3i/OkYjmVRPfLX/C+omwzAuwYo1FwO8YZrm48rvVbAMfc4CcoDBIqyRYRgdgdeA2kAJ0MU0zXz+RnBSEAkBKvLSce/JpLryDaviulx3LW2sAyF07VLGO3WTJ5Pqc1nuDlam1lMPVeMXHubb2Y5yf9BrvTitYwNgp6dtnapBjFsEwfMcMmkOebkmAy7fx4Gwq2K95jU57d0JZFWorW1X157ffMp6uMWa+xkeqGqKChUMmt03hI49arBoyDvkbrMyzS16PJND31akwxNO8im5ndK4dBVBlzYfkR4UIHDVmTRIiGXpoOf5bam1uMvTNpC9bDvD5lzKvMT+ZE+JI7tznB1uXr0bEc/877T8U/Oqe1nkwngt4Q4n30X4PkK+R/JbF5X46MaglleJqdyuPCexX3XOrarK7e8IhmHEAC8DScAW4GfDMOabpikP/Dpgr2marQzDGAI8AQw2DKMilivBCNM0lxuG0QA4cpynUCqUmUgYhlEVuAxoCbxmmuY+wzBaYi3GsTjVlQkEhykcjeTnYiOCtSlVzamOSxbPU0km2D9EUkK6R98u1E5Wm8mebGoqqOMSdYXIP+fbWO65e4VT5uYe1BjRzx6RjEhKi5CpHjr7IjhgfTZNk6duWsuKsAFOlSpwbtqN7Kpf21XPe/eivyD1m6tKaJLCllBCbafWX0sbgoSkOyE3shbzcFKChhFlrwK6Zl7BuyO+YvXnlursx2+K6HiFwQvv1qRxwLJeEntEIGMrg1yIWNJdqj8xXt0aq8/VS+UQQZJbpDLx28o8Nxpeescqt/33fJ4/Zx7VnusEXR+kceJm7ZqKefpd9qprq/tNBlldKsBFcBPc2e9U5spRAXot/9Tz4tSJLtSGTAj+LEbjOMPZwDoRZ84wjPeBK8E1+CtxHIJTgZcMS3d8EbDCNM3lAGXxLzseUFZnulZYYThqYYXkmAPsA24Of7/+zxpgNFCVfOsQhK04gv3dHE6QkH35KXTbAnSbXP39ambQL2Cps8YzIYzgrEOXTCopjLcJhY67Ug+uSJMqxhUiSMef0nnqihyKwsnZ4ro0ou5z9xOist2GHKzNnRMgupg7MsLNnzKDhdMP29//9VIrmp91MArPC//+dHMV4xDrsiDQk2DAyfhnSXXeO5tIiFrcG8nIJEgIGkHnT5rzwmOn8un4pZglJnt2m4zoe5ALHzjM6w9bzojCvn9B/55OH1IeaB2SjEalItRIws+mxbY9vHg69E6G6z6Gg3lQXFjCoVvG0XDQQlq8fgfB2puUNrw5PXTg3rf+0qrnMlnyshcmxmJN5XnI/wFXAEBd1F2d9ZNsraS250dcZJWUm3ic0FuJhoZh/CJ9nxKOQg1WvLrN0m9bgK5KfbuMaZpFhmHsBxoArQHTMIzPsW5W3zdN88m/YgLHAmWVJJ7HIhI3YxEHAfOBqcc6qDKDpEpRuax+zGUKt/s6KWmTyIShH3Ptwy/s6eVcwcmkMokHXQ5NAlRxWhAI0WcqyawsasOQ22FbWP6q18BgUmpzllRZZ3vfZmfEEUwU6NQfSav6bTEG+cDV/PlrXrrNIRCDR1VhzHV7wko0vTmk/ExnkSWXlyU3dVyiHdsT3c5D7lZHqP2r8/AzHAhViOeOB6vSouc/eGvoEnK3H8A0YcHEZQxJr8gHI6BJfac9hwj45w+R+48UnttdL8tW5QwshE5PQ7/XY1iVafmg7J69mMKMVZw2Z6Qr14HcfyRCoD6356+9Q3DvbSH56JJpyfNwE0v/fee7H0Ua4IB//DBVhagnEMcGR6rEsDVQ9xhayNltmmZnnx91kSLMKMtUxEqJ0AXIBRYZhrHUNE01NNEJhbISie5AN9M0i2WLG+AP4DR9leMLKgeWTCokei/aBMg6cPXwqNKBrfKQ6qjOTHI/8m/iv6g7PpDCtWNj2fKDVc8w4J73gjSOs0KNiLSZrRPXuAiMfMkqI4Yg3nDmjrogje93L2dU8loKLcMpWibU4NGXq2AYhou4irHqTEOdy8WscH+pyEhMRfI6rnFroIHj+KddY73KQ0Wg7nLOOhT2CXLVsq58dPUH7FtohRj5YXERCZkw4w648BrHx0RtRxB1VR0WIsgDTNQicWt9Fas3YWY9EloBH35fhzvGVOajV3cAcGDdbj7s9jzZk/szYHQ87YzovKPl/mVp0s+yTM7bToIgNO7LcZUwqkRdXmNVypPH4NqfmkQ/OtWukOxiE9LtuF9/BnE4TrAFaCZ9bwps8ymzJXwPUQfYE36+2DTN3QCGYXyCZfR7UhAJgEqaZ3HA/mNo89hA2pRe0TjLK3qHwU5iDzDSzWE67bk52GRS7ctQHfcuP3c/cwdr+2PecrY84YjSlzzSmc4XVXX16eZm3d7AsaQzOTDa/v32DVMcPxApb0OQEKeuy+H1a3M4FE7sVq1uZYamXc6GaluQpRs5v4TOwUlV5dnxm3AfdN0c/AIlymX87gLc62q1I79RFeFvPKUr7T7rTMuJNzL94T8wTcjeDxelwLg9cN1zpmWPghspqeFVJvEgYOn2b98wxXN34R2bNPaRjvd41aoGF75yBfV7r2PmDd9y5FABxQVFpN80h0qLGxF4rSXBWnrJSYZI6i7deOy9Hb57kCVhWW0nEx9rH8R7fiutT0Eo/MzQ1bpCTSzGpydMf2uC8TNwhmEYAWArVqqDYUqZ+cA1WFk2k4EvTdMUaqZ7DcOoDhQCfYDnjtvIo4SyEokvgDFYt/Zg6dVqY4UL+9i31l8E+VQlRHPboUt2pnM2vsPlgL8UIV/gqWVl1ZGO0/VTjfjBb5/AmPucWD/NLg3S9MFhwAfhMevrCx26HFtIJBMSCGFrf+88JrwIX3zjtNP7nX+S3aI9qbjVYAJk50NZZ6/OzyZ6Ya5Z9oGQ5yEjJz8fBFE+knpCtqUXSM7vnf0WE2Tg+Eu4puUUht0KO/eBaULKizB/VTHtZxwgdKr3nkEmbkLdGCRk33sJM1JVPeRw4PFhj+8Blj9KwLn0TRzSivzEbiwcOI09Kyym86uZu9i0NId755wJHbVT9/SnPtftP1ntFU0KTx1jc7RI2898VteXS8rRwN+cQIg7hluBz7FYjrdM01xlGEYK8ItpmvOBN4HphmGsw5IghoTr7g1n4fwZS/30iWmaxx1/lgZlDfA3BuhpGMYaoCowCyts+KnAfX/O0MoA4UOwNdAgHAJZvoyTvW/dtvcLAj2tuiO9KhoQCYesPznrm9Wu+0JTJ4XoILcArngtxjY/rX96LU6bnoJRoYKCeLJcBM7pwyfWvw8iSP20JikvOt+THkig7+XO67dj+khgf7cvO2XpQYPIEwirM7xIRYxZvBtVTaaWF2osAc7KeiUR3VhEeUHQ2wxvQObn0P08hy/K/HI/aQlP8d2XBa63p4LrXdtztMaeTJq0P5wMcGL9BGOhIsrurXdz3w+XcM7otvaz39eWcFvX5Xz/xmpWmfq10Y1TXSsBllFEvD1mi3HQhwHX7Vk1UKK6HscKISxDBkZiS1xqJNk/q6+/EkzT/MQ0zdamabY0TXNi+Nn4MIHANM180zQHmqbZyjTNs+WMm6ZpvmuaZjvTNNubpnnviZpDJChr7KZthmEkAEOxdGgVsPJNzzBNM+9PHF/UILhrwKVn9Xrcei/ZUhgP/VMI4c4LIevydf2poNaV9cTyZjdNuPKTRqz+1Qo6VamKwajUCzlYf4vrwKpxcFT9uKxOEkg4NiHdQyjyN+7g3eFfYYav0zpdUIcxKTWIkZCfOnd7fgFnzfyQKGD3qd7neHMVeCURHQdszz0gxRpSJBE1o57IcaC2Zc1tAJwNyQtKaJHyOTMmbMY0IW/nQVYl3UfThxK56MFOrI5p755/GPox15qLJLkIfw7hoCg8ttW6fj4AVIOE1xqyundN7rvxELmHoTC/hFk3LKHV4lyKXh3oyTqorpf47iclpzCe4CNDw5/HAW5VaSrJ9mW8jtD4vW8/aUN3ke4nGQYJ2WdPjFU899sf5XD84VjySXxnmuZbwFvS84qGYfT2CwD4V4Mq3rovVIPajSzgamYA3gNtI6uwnj85kKax3Q/aHONa2oRNIPXqCIA7vmjJwunr7fq3vtSSZmc1so+C8BUAHFFckxdaRuh2SA6FUJbkF7I6eQK5e60Mb3Wb1uD+mW3pEOOOUBrEMseVPYHl39Q7BYHABTcYDHjXVF4TVUUnQIcAkkmz7zjkdmW1oJifTMBkj221XfsuKSaVxx/JpX2v9jw6fD2HsvMwS0w+e2gpO79ZT/sZzaGxv7mmjMhsUN6Rh9BK6+HlyrMIDq9C9bNa8+jA1WxcmQvAund/YesvO/nHnGGE2nv9ItwqLm84mCAhe+0FcRDEQCUq2RlxjE6c7HnH6r1LJAnZKaf6Y+j9huS5iLOng3ICceKhrHcSXwFNwBPBt074t5hjGdTRQlXyteKwc1hV7+oshNe0rDrRHW45QY/clgwCGerCNVtmro408sFPTXn5diflxsXXnkLf60911dJxnsJLVljQyCam8mdhuSL6XXLbLA4t/Q2AipUMRs65kG2NTiEUtjtQCZjMfetAtF9aqAt5HebR3x6jX0hrtY/YCHbxaugGcCyVdKowL9cbT+KFcM+yq3hm2K8cWGw5MC5buI81CU9x/sx/cmGfQld9wfW61zp8N5SZ43qm9qnbX+rejGsLL/x4JhP/vYcf37Lef97qzXxw9vP0evkqgqNqebhrmQERhgziYtqPUDnPHD+fUKLbn0LNT10aR6+el0gm2uIcpDDOnkN2RhyNE//QWgiWw4mHshIJA68tMFgOIoc1z/9SqMdeoLn9XebWIgWcc3NO3hDb1ncnFLbqzS1+Bwv5OcHS4l2HRbT1/e5WjE9eSXFhCQA1ElpywUt9CFHRJY2IOFSpDLByRIQzvwUlayrBJQpw4gA5B7R46gxWv+68joeerUatbqdoucNIyDUSZ6yC/ExYSsnPI6qskPTj/S3uWA1NLeaoIlmrP32+ZT8OuM5pNRi08BqWPvwZmZMWYJqQu/0An5z/Eg1TmjPk/qa0r7Da1VZ6RhIArRO9hFyXd0SnavObf9XqMQx9sw8t+zRh9s3fUZRbSEleAYuvncn2xV247uX2UMNdx96rAcv3RA5UqL5Psb/UsY4nJeJcrDHrc2x763nXX4CcqCjYP2QzO4JAOOH29VJgOZwYOCoiYRiGSFlmAu8ahlEg/RyDle/6/7F33nFWFef/fw8drFiwrKLXAuzFsqyImmD76kZjX1mUqLHEiCVGLLErUeyxRFMsmCjYlUUssQU1UdeuCxbuSlFEJSi6otJBmN8fc+ecZ+bMOXv3giX57fN67WvvPXfOnJk55zzlM095aSWNrdWU9mKGIBrTLgll1AfcN62nSupmMeYFkKVKTXGY2B992TLNaYd/xVcfG6bdac2u7D/2F3TqOjsam2+NGCwdhlWNjHLu2IR3QBRFPrB6PAbHj7XBSRO/5byTYgFx2M5w9G+6MFasSRLbthZWOMV2cs8lyQD9dbaux7I+QIh52WPxJm/BCbKLxVg+Ymry3vp4uq91u5h9PL92Hdqz/aX7sv7Om/H8EaOZ/8Uili+HURfMYNY/Z3DntbBuMZ62rrbe5F0qJk90SGQUlmsXx6yE1z30zA44shc9+6/LLYNfYE7BxFRMGf06f3x9GpeMybFJvlt0rlQWZC0Nm2bED8JrqeJdmkUNrtdgKMI6S0DnKUTJBM1ajo2eCelyHPKMaqPyqJhYcEOgK/C51vrzcvpprXdTc/FPAXPE92ZMYMjNwBHlDGRlUJaWGtZ6s7FS34xOg1Uiz5aAK5+9xtARm/LJP2Pt86g7d2H1zdZxLIgg86EIrzgxIOasXkyOBISc91dzljN00FwWF3NJ9u0FI28CL/AxwahbQz5D8PtJW6ssK8J6j4WsBLvBavde/OukjSceV7qAB9h4r0rOnDiIrXaOc1c99TxU7QUvFOK5ZQmIcq6btibr57tz0Gun0ePIPaNjnxbmcPL2Exl/x2ctzjc0hjrqo+DMrPNb07c/DzsX6dEV6qtiXHM0nlC9E9+jr41KI6XUakqpE5VSz2Ni1qYB7wKfKqU+VkrdqpTavjV9tsqS0FofUxzIh8A1WuvvHVoK0SK6ZP4eYvghCmHdLT2gtq0stVnPIBPUhoFIRj2+Hk+NaIzOqTm/H4P3m4/MWdSLyYkCK/KlswFZMtuo7yIK8O7yPlx0VBMzPjCQVufVOjL2xqWs0i3On+LvF8TaYzIJXOh7S7BJzLjDGqndDwpZAWkFksDdq/G11NA+SmuZy38qtufqZz/kHxe+yV+vNBL2P1/C7sPh0jOg84E6ytoKboU3+z1rbYYzwrEmfAjH4vR27B1XgYNG78fk3dal4Tf1LFu4lMULlnP1UVPZ4bl29P3zFkzp5lqffvyJC/O5Vp1cp5Ke+VwScrLzCdXJkA4LBYw33rDri2n3JxprIpm3K7mnkafQVk+iBFJKnQZcAHyACeC7DBP9vRBYC4P07AyMV0q9AvxWaz21pX7LdYG9uJzzviuaxQZAuleGJT+3knwx/Ohf92VuGVe254/gQie9+Kq8y1VHzIva9dqzgtMv7oYLf8SCIsRcIqEW7Umka1j3X/UJrzwaJ+Hd+fYjWHWPR5hJunB0vKlKoJaEhN/Otk3CPi4s1VJmW9mP/znULgQ1+rCUZMp5Ckzu0Jdzr3iPfTss4pc3QPNcWLYczr0aBkyq58zRbzNznW2jvoNuw97cbEJIm9CwPvo9dumVtavl/AA4ZgfW3b4nzw++hdnvGVH/6m2TmfLaH8mNWYt8n3nRdUJedTbv2HAuiQSFXBdbfKo1ypG8hh+IGRIUENdWr7u4WNsiSi0ThoPlfWyjkugnwK5a63dTfn8NuE0pdQImEHpX4LsREgBKqWMwcRI9oZiqtEha683K7bdcsi9dKe2gNE+NUslNOx2fv2gJHF83l7lzTFK3dTbqxJH3/B/t20/3znc9Ovyx2ZcnDR6z17/7mQ0YdcFH8Y81Z7Bo0F4UmBpcG3styyRKn2+40p5PoZfev3aWUIjzC7nXsXNO8zTzrQuXYSc9hJJ9VPLzXzUwoScMuRZeKhowrz0+hxP7TeD8+xaS/2l8vbRnKmQxWC81Y3UUIi8umfIk1NdaW23AGa/X8sAJL/Dm3aYA1Zx3ZzG3/0nkb/kpHL5lNHZJD2FqV4zsP4x8dbxHIvuPqv0RM2zpjZa0BFtWKBKCTqxJgQLUuhkDsp6VNiqNtNaDS2y3GLix1H7LjZM4EzgXU1Fpl+IFtyh+vqacPleE1uSrVCYqyeKxaSRTIIesCPtb3N60GM4l0bEoXqG2ibOGzuOdRrO337Ej/H1MF7Zb9/FgUjX3GuFNQf8cCXV9MguuGvIlerlxOuu48wCWXnIF8O+orxCztJ5CNtWF1Gj9F7c1zCF0PCvVtIw98fuwXlJSa7daqA2ok+e5wiQJRfmCwo/yLZCnkMtTd9xY/r1rM+dfC1cXE0N/8ckSztj1bfa7oivrndGHfLvkfOVz49zjnA8vDaeQi4WzhaPS6P1Vt+WIOzuwxW4b8uBvX2TpomV8O38Jdx3xL5qfK7Dkhn3p1LWDc91eTKbX0MnxvIprYYWFtW5kXfcC+cjDLrRuaYI1rU1ovyFUVMrvC0jcmzb6/qlcS+I4YKjWur6Yt+QvWusPlFIXIn1RvyfqysLMhxJi3DvrIc/qI4TbWlNbJkuzAWlzbx/Hvbc+F7X//R9X4YBZ38B0nGR5PoPLEyfVsx5VcsxJCKeJJUtg8DHw5RdGQHRdf3W63f8Xmme5ORjTtDsrIEIuviHyhWdLMIWEXUJtLCPw+3TSsueaxD2MA/psBHTIOki6babPTXoJWY8xgHyvAsNuaWLV/XpwzVFTmTvnW5Yvg0fOepW+z89iu9HH02WtVZzr+9CLDz3JcV7O+fRiMvfxCyrGNVMTecaFHQCUUuz06z5sMmBdbhn8PF9PMQ4rT9z6GZNfvY8hY/bji14/8cZTSIxF5kyqGNUcJYS0z7RP2QIifM99y0/O35LcYzNt3Wy2K0NALKRr4rqto/+/d0TKzd20EQbfArMpYl1C7oWUwrzfIZmHINskllplUgCkx1JIOMHvK0S9mMyGEx7j/pNejo5td/gWHHVSMb2CVy4yyXBbhsx8N8YzLodXppjP7drDnvcfReUGX0UlTEulrLw+cszlUDL3lPsX+q1ckmNM01hD/ftBjFZ4Fahkp/3X5sYJVfTZYbXo90n/+IhH+11Bt1f+lehLXjeeUzLh3ezGnq5iIOaQx3rO1Sc2hr/aZmdq3ziDfkM2j8754O0FXLvdOKbd1+j142crFs+Yl0Jcnhf6H4LXWnPPSnm+LbVZED8OKteS+BRYB1M/YgawE+Zx24JwkN13SiYLbOwpE8bf3WM+BpyGBUtyIRoD09RTFwV5Fciz+Zw3eLDuWpYvMhG73fpuwja3HMdY9T51tWOdfsKmfByT4f9uSdY0GHfP4qg8JsD+V+3IertszqtFl9qDqmWKkHRtKpT91qeQdRX6PVVzzTWlFAtq3YZp2phDlpLvkJBFlikXqsN5g9bbpAvXPr81t537IWOvM9lb53w0jz/t/Aj7X7UDu522NQVVnHOgGpt/rQJ5hlbfQIE4tYm97zJvF8hAwng801arpv89J7Pzbn/hpmEfsHSxZvG8pTz7iztY9FwltX/cCev4FzsGiASJtWtTURVbFL7VE7Ic0hSt1pCtLGhLyUpaMY2/jb4LKldIPAscADRi0uD+USl1CMaJ84GVNLaSybrA2gc6Cde4NRzqc3nnhWiNpmxx3ZpxDVTQQL42Ltyily/njSNvZu4H5vqdV+vIfmMPY+oq/ZhKP6efIGZNUivzoaY4qrvAM5PW5/rjFkTnDhy0NrudvjVNGK14Np6WGhA+gMjKGraa7P8QM3ehlHC6ahtEVXF0swO1yf5LJdOnC+fYNN7+ZnYawwldM64cOBYZfe/T1E5bsfO1W7HmLh9y59EvsOSrhSz/VvPwGa/w/vOzOOz23fiwe79obP6aSJIeRXa/xXEikHE3Ofde2PVvUn2pO34PbhiwGsMP+YAvpn0DwEs3NzHjldlcOmZTatrH99+ShbTqcmOjuuelKAgh6ChNeQgJE5s6fTgjnD2QtPNDv7dRmIr1KSYCE4r/J2utV1hpLxduGgpcCqC1vhmT7Pcd4HzgpBUdVDkUiiStmN4cM5TiC2cfTItB2wCtkBtoJgOviq9hf/vPlfcy6R8xxHPY7buyZu/1ou8+9h66nsWpbfxCiBkDbPzNJO4++DEWLzDxEJv1ascZt23pBMxFcFOx1oMPaVgIJMQgfCw7tC4+TBSfm17OMsQ45LGWLDkJ25RCIaGb5q5pBWrWpqo9p/2B+3Bw4+/ouf260fF3H57B1f3GMvu1GS1uuBqrxdSNtuOxxY2c8yYmz5P/LS3pN4DfvXkwVYNjx8KZE5v5bXUjYx73x18pLOn4/qfdQ19AhNYoy3tOChWbiqON8X8nNAHYFlO4qADMVUq9rJS6SSl1vFJqgFIqO6gsQOXGSSwHlovv92NqSvwg1IVFwRgDx5SN0ibEL4ifAiOkKft9Wi1vZm5tKibG+ZzaP/1Pnrjw9bjd7yr4xaBFFFL6l9fwqReTE4nkJCatteaSX73HJ1NMVvbO3dpxzoPbMmP1baI+ncyrmRHBydoZ/jr4QiE0hyDeXfx9Zq4Ia4hxWE8eWwHNH49kSH5/1t/etoqjiNNhq6z1t7/JlPChFO8+I109tzanNBzAi2c9wbgbivDTjHk8MvBPbHL1IjY85SBHaMu5uePIcJoo1oIIjVmmJ8lTgNWh3/0bcOtuGzDutJdZtmQ58+ZqDjkZjvpNZ4Zfq3m/cz4xX38zXR6T/UdjTATVJWHRWLAkA+N8hc5/Buy12gRJ60hrHdXyUUqth0F2tsU8QadR3A5QSk3VWhwlO0EAACAASURBVJe8uCsSJ9GtePEeeBaJ1vrBcvsth7ozx/F8kcJBBitJP3CZUMynkPZuXyqboGxm7dpREZcJH6/DO794juVFsbnDLh245oqFdBDX86GCtO8hZubDEvf98TNeGRszz0Nu3Y1N+y6JziqQD0bhppH/MsrKb7LmcJplESeNEwFiuXjPxiYq9As/RdfJJTV7y1xCFexsymsrPCVTKUUQy/2RmGHGwj90bpoC0aFTe/58/WKO6A2/Ohu+ngvLly5j+qk38c3z77Df3/eBNbslzpNz8rP6WppZmwzwtOfXUU/NOFM7JC/yijWpvqx1Up4DdtiRpw8ZFUGfo/+6mBdf7sAFDywkv3kh4dGWphTJa2cJ2dBaSQFhi3lBWn2NcG6tAvkW8021UZK01p8BTxT/AFBKdcXw7Izah0kqN05iT4wnU4j7aH6gVOESigiV4vQx1NAL4T/sMSMq1nEehSmRWmWsiLeX9Oa9wZey6AuToaTH+oob71uNDh2U04c7lrCAyDpm59P5+Wd45ay4wuHOJ/dlu8O2SMzEhYvCXkv+NR2ydbIzyL7A9qU3fcT+97IGRj1JJmmvIX30Q5p2aMw2itiFM7L3AEz/LoyS1l7CVDK7bNq9PHhvs1yHXAtvFkuFND/YwIMTmtjzgaMo9E+OzfZnhZ7sL61mif3dJpNkotnrkftNBfKwXZ5Bjevw3LH3MX3sWwBMa5zPCdVvc8NtnWO1Lucy+SzLKUuzzxIydh9CJrDMukdttOJUTO53KtAHk1dvAjBRa/0yptZ2yVSuJXEDppb1eVrr/5TZx0oj6d0Um8Zu3YOQt1DoofdfEsloo6pvArp6+IxXmPuqSSfdrj3c9MBqNG/QF6vn2w3JFTWdC1TSPGsJfzv0OZMnAuixwyb0uvYYYEpQ0y1Vs/bXxUJpkOamGzNXCYNZIW2jiEMV/ez5NtcVxBvnoTlnzSdmnG798tC85Bxsfi0rAFoi3/JLjqnJWKonNvHi7s387goij7O505t55KfXc8K1mzLoN3tQpx6M5hZ61uQ45QZ/6j2titfP3weZtsZ2bDimmg3+cguvnPEwy5cuY9E3Szm+bimTjoY/nJ0URvFaJVO/ZDH3tPfGfpfKRAiW9KkNalphuhmowfDps4FFwCpKqbnAW1rrXUvtqFwhsSlwwI9BQADMobvzYPolMyEMHbSU+joBr+Sg5ug4MvmOuzvywl8mRefs/4cd2WHnqdSTT6TG9scgx5L1Qthz31nah78e+g8Wfmq8V1ZZpwt7jjma9p06JNrL3Dw+SWYj+3fbVEJtGHf218v3KJLV8WR7l9E2JQRDmgC3n+OKfwVnzey3NAoJynoGcTnncxeHO+PPKpiThIrkeM35Q7iX4X1G8OeLGthqv1U5/diFLJi7jGVLlvPX337Afs9/wl63rsLqa7RzhALgwKXWsgol47Mk93lCAsKSUoq+v92FHjtuyjOHjGLuhyav159GwVOTVuWQ+7+J3HWll5iEDIPvgqBSrILZjT3pVT1Z3L+wxR/aC7I1PNqoVbQvMERr/axS6jBge2BH4Arg1dZ0VK6QeBHoDbzfUsPvg6QlYalUTUTCFpJCzLtAPoJQnnl3fe4b+kj027Z1OU46rX308Fsc1Y/0DjGtkHYsiw8VyDP63Kl88IKpLdCuHQy/bws6bzyLAt1T+wuN39fq/OvL81oSXn7ZTNte1p4OwXymbdjl1qcCeRoaaxhafYNjtcg5xgw3GQ+SJiAOYlyi/keIoloNnpYvnw/7eQq9OYK7uSt3OPvlmujcrzcXDP6QmUWr7B9jltD02hJOf7AKqjM26SdCBS6TTtYaMZat3VOwZWf9e2+/99i+J50b/83cg4fDvx8CYPLr8/hj9Rh+N6oX+QPj8Vh3cTOGJDxq/0JZiOX9lJkIrKedb3m6JYaTXnYF8vBG8Na0UTZ1JU7etwRop7UerZRaDbOBXTKVKyRuBq5RSm2IcX1dKn/UWjcGz/qOqAuLEsdK0eDdtsmNszRBseibJdw2aBzfLjABcz16r8Ev/r4rTapT4hzJ0KxmGBIU5np+ZKxpM7H+A96+No7qPfOSrvTbY03qBTNvSZsLQTJZ6xKyvPzPEN4Uz7JirBYpBYRbOjOeffSp2oW1/OvEDLEpKrhjrJmxzoapvGY0jyp/s9qFvUKbrHIt/PWQ7Su26MqpLx/I7adPpnDTiwC8PwNO3ektdrh+Cwad0N1UZimSTQfv7wWFhHieQjRuWbpV/u6f/1D3WrjmQXZ64WBeO/Nhln2rmffVMi46qImtT+vBalcuJd8pPi+9TGy6F1l8zabg+EpNleLMuX+wSRtl0wdABfAxMBOTJaMJs5H9Ima/oiQqV0jYt3pk4LcfbOPaktROfMw1zJzjgDOrmaUxXa019xzzbz6f8jVg3E8vHbsZm64+zYnillaALyhcBpzcYJfXXm3yGzzwq7ei733378nu52ycGGMIPvJfzIrpzQxjpAP1pMFOLQmd1mDGcg388/IUgt5UlrIqzsnvBYpV/CYWq/hZl9scCbKM/IbcUKcPf86hcqj+uORvITfsjl06MPDGwRy4yxf86bjJzJ8HS5doGk6qZ/5zm3HPyDl8vHrfWDjl/OchubnuCrsmZ6z2nNC8ejEZtoNDt+vBHzcxrrEfFQHjd/74HD1e+pDP7l/XMPdigJ3cVzIWYlMw11eaUiHXK3L+AKhtSqxryCqsox6q/3/PnlQWPQD8DHgFk+XzWGA8sDW0UIDHo3KFRODV++GoKwudl6mlTTEfAknb9PTxb4D7r5vN2w9+GH0//W9bsk/fj6K+YhPaxc0lfh96idzSkObc3Px3OGXQeyyYa1KNb7BZFw4fvTsPtuvnvPwhJmwhihBJiMiFTfxI2tC6xFZAGmPIsiR8cir6VaV5g8UCP9SHnHNd7Viz6T4KuD44jGJfyahvyYxDEIs/HneMyVoVknYfsi4/r/6M4wfPpeltcz8n3P8B+zS245Yx78C2W3vMP2kJhOcehtZ8KAtiSzZPgR2ACVfAkPqOjH/UAAGzX53B8f0+5Zw7NmfH/dbCr3cRkb1fOfdaWeRkPQCoLc2KsOvaJiRaR1rry8TXPwCvK6W+BFbFZO8umcqKuNZaz8j6K6fP74LStOWsynTh6FNz5P3nZ/Hq2Y9Gx3f+bV92/8W6Tp/yxTQRtS4OH392XxDfP19rzfXHTWPGpAUAdOrSjuFj+9Cte+fg2EOQhP2fFaEsGb7fLu27FJ4+Y/OhsuQ13LV1rjERbFGccEnLUE++11FlIgDNF6hAdI3hjCgW4yndJdNGKYfI3nsb7S+vu1mv9jzyyhrsNLRP1H761OXsv+PXPH7rp8gMCobxGq09q5RnlkWXvn6mr7VWg9seXo0Dr9kR1cGwggVzFjN8/wIjz5zO20t7MzO3thNLEa0vYs8h8Oz56VGi79698cea5XTRRuWR1voToC8wDDhIa/3b1pxfsiWhlDoYeFRrvbT4OWtQ32swnZ8FNpRt0ye/vU1XbGspW7jIUvOsJYw+9Gl00f10kx17cOA1O1KgvcOQJZMAqMuNdfRL97re3kUuZryTbnyBF++N65ZfcWNX9q/6mAKrlvQS+VYG4OSyCq2RYfzZOXz8a/iQRppWmQY1AYZp2LTV45oDnlWVEaNM09al4Kqpij3Q0iA5/z4Vcr4G61pVBeLNYSCKdvb7BpyN30LOXZOuXRWH3rILXXbpz4vH38eS+d+yeBFcP3Qa2z0Hh9y8M/1Wnepo3hUTm4uBm0lLw1/XpNDMO9e3/22gngJ2P2Mb+MkOPH3oaOZ/bCrf1V8zk8JL33DefX3osXHnqB8b7V5T1O396/j3356Tp2A2wXNxgS55L4AAtJVuQbVRmJQJ8e+stXY2arXWXwJ3ltNna+CmemB9YDZk2NU/wJ6EX+NaMm1L6ZhucqN5dmNPCtXxA//t0uX88ZBGvvn0WwA6rrsGx4zZkw6d2ieuA0UmMQoHE/cFiSXfF75Anm9eaeKd0x6Oju90XB8OPSYWGCENMcSAQ3P2q9BJWMq1PtJqNLjMxj0Wzonkj9Mf/8zc2saTxgqKqKylq42mxUP447EZVf2IXz8AL8LHq3wIUrrwuth5Q2ONU+fahxD9XGFpwOyWh/dn3e025h+D72XBux8C8Obd0/j4jc+5ZMxm1KxafIaK47PC241uT49NkHMYwXDBwsPFudbbKcegCWfy3pHX8Nrjc0yfL83lpH4TGHLHnrBP7OllBYXvvSbHIsczhd40NNZQqE7GpfjCmolAbRwNvzIo5P3YOvqvArtqMXn18gBKqduBycBbmPiIVoctlAw3aa3baa1ni89pf9+rgIBkMF0ILjL/02sa+G0lPXxuI681GAGh2il633se/9loQKKdc65nUqdZNT5ssvTzr3hv8CXopeZ661RvxMF/+knKefYl9Td7x0ZQly8s/DFBdooS2c7/7I4/ueEaai+PSYhoZm7tEiK8XZgnuw5IK1JOT0z/qWJ6c3E96yMrws2rlXKd4lx8RwRJ/+mzO9u++ie6HHtodGz25K85ZYe3uO0B0NvGba2AmN3Y0ygxgfsgKcsN2PbnP5Nd1l6FEY/mOe+qbrQvvsXfNH/LyH2f5PFzXkZ/+613bhh2y1Nw4MLZjT0T1y2F2iyIsug44M/iex0mb9NjwMdKqf8opdZoTYdl5276MVIWYwqlY5A+8NbUrQenWM/z9V9wy7Wx5db/0n2YsccQCsKTJU0ztumY7fVC47KlTwtUsnzZch77xY0s+eQLADp378am9ZfRscuL+CVP3WR0fr9jI1dQcGsRSJgk7svdaA+RFQShZHShDe8sJj2F3ib3ULGeQOSBlmsyFgVJARCEz7zf5LysxizHIus1FyiYCHphvVhoSFIFDUZQ5IrrXU0ii2kINrRwjDnXuj4HYhi6Qfu/Hctbu+zA/BPPZfmCxSxeuJxjz4HnDoYb62CV4oZ+LyablG2BuYYgRF9JsDUqkjUc4vG/164vJ531Hv1/0oGhQxbxxUzj5v3JVfez+ouTWHzfefSrmJ04z5LZ64kTBxbIM7B6vLBi3HOsZVsoWiYVNGMtsza4qSzqCwz3ju0ENGNyNl2F8XS6rtQOW7MncWSpbbXWd7TcauWSD3/4+DMkvXogZlhxzYXYRfKlyWvz6DFTo35r9u/Iz8/ekAdFrqKwllZJfc6FdqRgssLpLg53XAJv//0MZj7zMQBKwe53H8G83AZBhlSgMnJFzOcKURlMyxwraIhyI1lW4WO+kMz6mraeMnDOXVs3ECoqlhNI2pfov4jb270Ys/7hPEw+hCgFnLv2YVhP3oOobyGUzO9NjhCK2hRTY1tBkSUgouvmYsXE7qX4FpSzFkfWUej/D/TgXzKnYIIm73gQXm5qz81jVo3aytQW9loyUaIvKOTzJ/dKKmgIRr3b52fAwCZOnXAgI478iCVPmjK83zS8yztVx7HOXUeQ3ysMSw6bPjJ+7nJJ2DPE+J0MCd772RrLo40AWA9TFM7SfACt9dfAC0qp64Df8V0ICeCv3vdOQEfilOHtMEF1i4HvXUikUZqpn9U+T4Gl8xbzxME3s3CecVfcrCc8cMlSXm/XxHveg57MX9Tyg22wcVEE5tEl3HtZzLB+dmE1PX9uRr+iL0nMHN20E61dmywqdYxx5HAyqErCT6HjWdfKgsTSxlugEIxLkHh4PYOoy7lV4rIC+yxZxteaNc7nNVu+dhrv/ubvvD7a1KOd2rSMnw+Yz09u7En+qKR7riRfODc01jCluncyo0BG8sZYkDVx9LqPM+Ox85l41aq8ccHj6OWaRV/M54m9b2HWeTX0v7i3w0Gy5pq2f1LKvcpT+O/aFfhh6TNgM0wQHcAG3u9vY5L+lUwlCwmtdVTcVym1L3ARJmrP5gHZASOdLmnNAFYG+RHXUmOTgT+hNr4XU54mKvUk7hz6LJ8WzAZe5y5w08NrsObqXztaoXyhfHhFaq3SspGaIABV8MFHcPKBC6Jzt/vZmuw1vJr3it/9jWZ7Tb+yV2J/QODitp0dq19LQPbjU6RZi014CWdIrbVAZSJNhyQn4KzKTVXtJ0MMaaDys29V+Gvha6vyfHu9LG+pAqYAlIWQ7Bz9vS3/PDkWHzJLsyYiwbNKnsNH7cYWu23AAye9xLKFS1my4Fv+ffQ9LHjuDer+MpB8tynONay1AzFslqfAlOpAnEwViWDK0Dyspfr73GVwLtz3060YMeR9vpllntOJl49n7ovvcuQ9/8caG67inGtT6KdZnKF1do+FKyi2UUn0DKYo3HMAgcp0ilZuM5S7J3EN8Kti2llLLyqlTsX4ZPyjzH7LolBaDnADtSSsYBmGD7XYl6fhr5NovDdOS3XFTaugqrZmpoAPLHQkE7NZ8hlBCPqyZv3C9QscdPDXzP/aWCyr9uzOOXf3Yo327/EeW0V9JrXpcPoI284XilJLl549cf6fmGmENGDJwO18bPU8PxdU2n6Ey8DjbLGWZH++8Lbk7sUkPdNs/z60JNdB3pdQMkifcY1sHEaP6o84j8uCSofvMi37t2nA/WhsH6aJnx+TSmSHo3uztP+OPDb4Hha+Z5TC126fwmevfcKFY/rQs7KbiPA3FlEct+DmfJLwmmnvxgKlrSHEsRBDdoGNJ27F8CNmMnn8TADef24W11U9wDl396JrzU+BuCyqfI5k0sLQOpfSro1Kpj8AjUqpc7TWVwZ+3wWY1poOyy1fuilFrMujBUDPwPHvnFIfpIniD3dDNH5JhVb+8jc8dPor0en7DF2fdkcfjoVrLGVpOS7olIwlsKS15uTfdGDSRCMgVKeO7Fl/DGus0zExL+vJVMoLkxrIVKQo8lWsSykUEnahqG5/rGnwSCjvU0NjTWq+pJZSmPhj89deBun5gqQlkh468lrgCmg/6V3aXHw8H5LBaWtttQFVr/+FLY6IkxfNmLSAU7Zv5I67OjrFlyIPMWzZXndstk3IgpDrIcc3M7e2U/q2e49OHP/kPuxzSX9UO5N06uvPl3LeXpN4fPgbLFumo3PT9rr8tWsTACuXtNZNwC+Ai5VSbymljlBK9VJKbVbcV74cuKs1fZZrSbwK/EkpdbjWeiaAUqoCU1v1lcwzv0cqUEnF0bHmJ3FlyUDsizNn9hIuHTyRZUvNNsuW263KSTds5ohdq+lIbVP68KfBCf6xAnlm/P1Znrp9dnRssxtO5Ivt96bAvKhN+sZydkrrkPYcpS/PNZlCNQKbToNp0rRfwMlPFXuKCZ93b5Pb1xrt2jnXqXYzr7pzS08X4jMdFw70YDhxjrUmILkJbml2Ue+xjNN/juy5du6FnCt44vKqYYvGzk0G3kW/rQqVd/Tjo92+4saTp7F4ESyYD3f98l/0ee5Q9v+TonPX9pFFFHlhBdfPfTZ84eALDsCLXG+CdrDVBV3Y7ad9ufKwyXz56VK0hn9e0si8hg6MvfJb8gOSFelsOvLQ8ymppSqKbdQyaa0fUkoNwNT9uQMTuwYGanqYzIQ1SSpXSPwaGAd8qJSaWTxWgQnaOKjMPssmP5hOPvT5XDpDsW0A3l3Wh+d+cU3k8tdtrc5cWN+HTl3aOdo8JKuuhfoOMUF57OM3P+fGk2Px0/+XWzLj+NOZi8oUNJIsZFRXW8+Iotdb6OXzNesCBepz5sWVjNMyybRAppBlYPFje32Zn6eQc2sD+EwxxLR9mCS0BlkpMeI2bsU3mUTQCPk4CM71PErChtYl2tZbsIxYZu2NKsVhouxHFM+VdahDz4qfl0rOIVo31cTgY+fw8+3X4ITBc/lgilFi3vvbK5zyajeGjNmPQm/bd2lCIrauXFdqaV0VKCQgQbtuVbuvyU0T+3Hh4TOZ8oxhAS/961uq9oJ7Tmvm/7aOo7p9wZOuhFQG94lKsfTayCWt9VvAbkqpnpikfqsB72qt321tX2UJCa31NKXUNpjKR30wEqoAPB3YKPleyGrdyeOVrnYr2kPMOJ8c/iqfPFsMRlSKX979f6y/6dzU64UeeHu8pQSD33y5lNvrnmbxYvO9z9btOeTmnTlrwib0qP7I07gLzvgLgQheiUH7FFoTy9B9WKw15Iwr56XLCHjPlNp/mgXWknXju+IWyLv7NCKJYGwNugLB9OV6f/n32Vge8d6Ic6/t/ldVc6Q52zaGuSbvkcTg5VxCNTjy23TgujcGMOL4z6M9s+nvLOCa/g+z9NyDyJ8XWlGXQvBSaB/AUpZmP2u9KnZ5agibXXo3T138JlrDZ1/Bnr+H3x8KxxygybcvRAJbpjWRc7P/bUocf95tVD5prT8CPmqxYQa1WkgopTpi4tSP1Fr/E/jnigwg0P9JwJkY161JwKla6xdKPd998UPRoOZ3md6g+ZGX+eTye6M2ew3vR+XeG0NIEASqroVcIn2yvy1frrnwiI/48kMjgFZbXTFy7Grc1S2uTW77i2IOIJzmwUtiFyL/uM0E6tdVDjFHOR9fy7VsJtaqC/E4A0ncbF9uoJWbUTZsqbhWkOwrNPaQxi7JbtKne725mP1wLvEYeWWiLZigO5uDymf6kHRPldCfnKuEP0PUf7WpXHF3H/6+24aMO6WBpYs1S+cthvMP45GP9uWA63vTqUu7srVvKUTC1pVrARba5+n5+1+yz8AdePGwW/lq9lI0cNH98EzzXH5216YU1os9+2TfPgwoj/83kVJqbwy00x74m79hXKw3fQewHSao7VCt9YfF387FBLctA07RWj+1ksa0EXA6ho9Ox9S4nqC1btWmNZQhJIoJ/nLEONdKI6XUoZjFPgkjiE4CnlBK5YsSsSRyMXE3y6ittPUQtTQ01rDWGi/w5eFxXEmfvTZirwtNWGuYKblWgo0cBvPCx0wmGf0KcM9lH9P0xMfR+aeP7sOiLWNGFb9IXmplcX3TZ2XQqojb+Zi3DHSL9xHiF1PCTqbd+NzAzCJJMZY/Nj5f1K2W17ZrJS0iKSDsWHwoK+7Dzegr28h01iGLIxiTIYLk5DoGMfNRRe+4Kop1EGIBF13LixZ3riVgygoanHFa+yvNmoshoJg591Xv8euhlfQcUMuowU/zxTRT0vbTWx7jlFdW4cIxfWDLZD+lCg67v1KKG2okSPaA0yYeyoOHPcpb/za1Vl54eilvVD3C5vduS6/d3I19eW9i2DSZRaAcK/f7JKVUe0wMWQ3wCSYl9yNaaznoY4E5WustlFJDMFHPhyql8sAQTJT0hsDTSqleWutlK2FoY4F1MK6wAzDpOtYWNa53KbWjcvckRhcvemaZ56fR6cAorfWtxe+/LUrpE4Fzs05MPEiiBGSIejEZXbmIz6t+C/PMQ92956pcencFq7d/L/FyxMxD7HdYRibdbANRr7btG0/N4c7fx7Ju27P3oPtBmyMD5nzGJ+cDYA0A+dJnvUSyjRU6NTRQnys46SUKAcFUQ0NiE9bHzK0QieCmgJtlGEKKo5v90pxZcJ3PPPxiUSH4L6KJRHUMQni7X0/asY6KVFEVp++QAXM2PqSC5oBlU3RRHdccRcDbyPtYCLj/w3OPBUWeJqiCdd48mGuOm84XD5io6A/ems8J273NkL+tSb9DNk+sWRrTt/fLt3zkPP31tH1FVvkGebZ/upr2Fz9J46XjQWsWfvoN7+5xNv0v3pvK8yvIq/j58J/ziunNTibkxH34cdIAYJrW+gMApdR9wIHgDPpATFwZGL3gL8VsrQcC92mtFwPTlVLTiv3J0IJyaStgR631O/ZA0broh0nPUTKVKyRWAQ5XStUAb+K5w2qtT2lth0qpThhz7Brvp38CyQx3gmyCP+dhCkWUep48m998Np9PMVXf2ndsx5317alae5qjQdl+hzPC2dC1jFGWm7RQhtwUtS/m2jMaufCwydgdmw1224IrL11Ee/HyTam2Pu2Vsd97ArapzHzZ3baeN4vQduuod1woow3DXBPkXJw6xCBsH8mssslo6RDz9yEVP2meH6DoC5zou4gPSFoZ8UZ9RVVDlE3Vt1L8MSTcVm0qc6/UqYSIbH+hmiSRNVFl121sQtiBm55CzsWdt2CuuSZYHWrvG8Szu23D9FNvZPmSZSyeu5TRhz7Dl88V2OXan1PXxYVDE89OIuo8XGI0BEH6nmiF9lvRbcRW9B24G+8fcTmLPp8Hy5fzxoWPs+dmveAw2a+IlakiNTj0R062RKilTzCBxcE2WutvlVJfA2sXj7/inVuxksb1BqbAUETFuhKfAI8Gz0ihcoVEJWDrWG/m/VYuDLUOBtP7zDv+GbCn31gpNRQTWUi7nhXuS1mEDxwPI6HhWlq2MC7NvWzpcqY//jVV27tBUrMbezK8egQ14xqglgT8IrFqieHKF23zxQUOHvw1c780VuQaG3bjpPt2pH2HD6Mkd9bDxtHuBQySd/ZCsjfGJcl1qQfHo8m6Ztp20hXU17J98vdjbB/yt1B7f2z+d8kMk4w26a1ToJCA3XzmYlNb23PkXk9JLpdV8V+oHK68H35N7XishcR+ljw3BO34zDkWJoMYxsg4iWMO1Il1rLbDgdwz+HFmfWCCSx+9cRZNr9zPqAc6sunm7Z1+beBi6n5aZIkTQYH+uOz/gxjneMYB6JqudB/ck4Yb4/PWWjCTiulGn7T3zJZKDc05JDB/IFpHKfWG+D5Sa21LN6tA+1CUc6hNKeeWS2cAVyql6rTWX61IR+V6N+2+IhdtqXvvuwoco3iTRgKofH8tI0vtCxXScCXj2eqUXfjisTeY/pKRS7+9CL5eZxEDfmPazR7Zk4FDx5s9h1FQUxXDLyFmFkMGLuO46NT5vPW6ERDtOyiOemBPVluvGxKrlkVvsmAT36umpRco1qbTo2rtMet9YjX0kIdNsv8mQtBScvzZgk0GfUmScJScj6VQKg8fEvOhIUtSc5V9SvirQCXUNkV7NHKeSaHlCjbXOsr2gpNaeeiYvI8FN+cn8AAAIABJREFUjMOAxfJN7YwC+erZDGys4tpjp9Iw1vw2rXE++1TB1aNWZd9BcRnTyzk/eD0n2WVxfWc39nSyz8q5yD00a6VN0pW8ft4/mCgExE4HrMXgo4BP5hfnE97bkesTWrdyyC9KVgZ9obXun/LbJ8DG4vtGgF+zwbb5RCnVAVgD+LLEc8uluRjEZ7JS6kEMhDUBKLR2z2OFUoUrpboAW2CY+Pt+NaRW0heYHf71veM9SFoXDnXotiSZxIyw9ukIj1XhgCdyXLp3M2++bHLlX3DyfE5Ws8ifVKChfw1TMCUcK45uLqa1rov6lteRL3QELwD1dyzmzpsXR22HXrMpm/3Un2LsxppGsfYWv5B2PqUICvvfFwz++bGwLQ3SisfelFmJKhQXYZmSz3R92AjiFCp5mqIYBNmP/z2tLwkLxeMy1w4xTTs/H2bKIrumiTxdLZwjvX/83yRNobexJqpGenNoorBGJReO6cMjf53FLadP59ulmm/mwfF18zjmt98y6Orl0DkOhAwJ1Jm5tU2d8OKxBmqcNfHPiYQpJovA6+c/xsQrn4nabHXAJgwasydTO06mY8Cib+k5+xFYEln0OrBl0ZlnJmYj+jCvzSPAURhGXQc8q7XWSqlHgHuKmVk3xLgbvLaSxnU/0Ln4vycmp97GwCKl1Lta6wGldlSWkCi6wV4OnIzJBquAxUqpPwPna62XZp0fIq31EqXUmxgvgTHipxpkhFCAurAo+HJBmgYXM5BVVu/AXU+uxhF7z40ExV9+8z4DVQNDTzRthnAvw2tHRPEFsl95TYll1zOILm+/ztknvBUd63foZvQ6ZQ/nvNZGmErNOa5FkQ+Ox4cpQli8/zuQcI/NHs+gCL4xpVoHOWvua96hdNtu0rzK4DXzxAFrMnhQ/u5r25LkNXzyhWVSWMgN41DJVrfATxojzYKWZDtZ2ySt33rqnChmGRSnlOLAkzekcsfV+MMh7/DRdBN8d/ufF/H0y1M5+oGeThyHXKNoPrXxfG3sjv0euzG7fUzSlYy+4EMmXvF0dGyt/XdkhzF1dOg0JbEB7q9pmoUbSv3yY6HiHsPJwFMYuPw2rfUkpdQI4A2t9SPA34E7ixvTX2IECcV2D2A2ub8FfrOSPJvACJwBWutJ9oBSqjvGJmyhvJdL5VoSV2Hyg5xAXNtvZ+AKTD6o35XZ73WYxXwNeLHY/4bAzVknxUIivYZBmlUB8PHqfdn6yf1YsNdlNL1i4hcaTqqnWk2g7oQ9qKeOI7g7mKRN9iWx2sVfLeCxQfexeKF5QderXJMhf9sV49Rgz882tUPXsbDQeVyWaBNK4SGZix917P8uz7XQk898/fnbF18W57GCIvSC14trylQe8XjDGXXzNEXlPA3sVx/HGnhM2FwnZkghAZFWUU1aAK5Fkl7pzZYHLaU2hzsGlzFaBhzlcMqF76X9nJZOJGrTv8ATjWtwwaFzGFeMZvr4jc+5ut+DHHb7rmxTmyv25e6h+TEs8jnIUwi6mE/Sldxx4YdMvDwu7dppvz1oP+YmJnf6kPZFVhOlD/HmGVLm7P8fs5AA0Fo/DjzuHRsuPi8CBqecexl4L/PKoVeAtbxrzcFkiX0meEYKlZvg7zDgWK31aK31+8W/UZh0HYeX2Sda6/sx6ccvwPiTDAT20VrPyDqvO3Oomd7gZMH0yddWJBXI02n1Lhz55CD67BBlROdPJ77Pi7eYh1Wa5/ELXR/9t38A4/RBPHr0o5H/eqdVOnDM2Bo6r9rRuaav9aaZ1SEryRyJX2YJx7SE/5eS9TWUhVUyMp8h+8nl0sYs5242PKVvfLgcZkRW/5loYzPSmW/ov7xO6Jy8d1fkmspx27WQ52VZKqZ98rew5mzGVgq85SoPSXy/QJ6Za/blT0+uxUXXd6N9R/O6L/p6CbcdPJ5xp73E0iXLU9cjNNcQaa15YvgbTLgsFhA9983Tv/40ajs/7rwb/nxCGV9jAWHWLC1JYhtl0i2YJH/rrGhH5VoSawDvB46/D6xZ/nBAa30jcGNrzunKQiD7xfJfnroAgpVfYxp9nurLOT97l8mvmSR7Y05oYJg6iTOHzoleQhdKkAntzL8FV9/C/IdjV+edbzucLyv78aW8ltCUQhQWCvEmroSEbHs5lvpc8oUOuWf6MAgkI8j9tlIDtMJXFueRDDENugpp3XK/R/5u+ifC4MEtCxpDMIOcudlzzRjDjFC2kWOUc7UxGJL8CPW4FKsbaxFq7x4PPKfCE8tnmKEx+3BZYv6qwJrDYKudtuK9Qy5j8Qyzxffc9e8y/aV1ufT+TWDTSnxhKAWnc8zbV7juooX889IJ0TUH7NOd4WPXZFrnR5zny7pMW7LPYyh1v4SigLaiQ62n+4r/pyil/oGxLCZgAukWtKajcoXEW8ApwG+848NoVfLplUMdF8cwXhKqCPvbQzj/zow1tuGop3oz+mdjmfy6ERQ3HD+N/CMw9NgG8rXWiyMQEZ2DNf/1MPPPvSk6tOGptWx+SL/EmEPwV4j8yFepVck6B35gUp4CIxjuaHA+DNSLya43S04kMMQE08k63f6c88WcTdaOAiLXTBuIFdq89aEhsx6V0ZwGVo/HpwJ5xucGOnERedwCUCFL0a9HHerXH5vtO46/qAwGlEUuqFGZ2MrU/ES2fSjOwo5D/peUtY8UOjdpOZnvswb0pqpxQ6YefQ1fPmrc8z967XOO7/c154zenPwByWvI60inBkvXXrSAp0Y0Rt93/3lHHr92Dl3+8xIzc5OjeTPR1C4hCkRMuhI7aWiKZODLNiqDNsbY3tsW/w8DNge0Umqq1rpkb4By4aazgKOUUlOUUqOVUqOUUpOBI1j5UdglkdSSQ+QzAgvXSLJM5sM1+3HFP7di2+1j3/LjH4Nbk7zLoe4z3+WZIaNhudmH6PjT/mz6h+M8TTwdOvAhDp85SHfIgxgXZKb+nEMMxPbTWqw3Sxu3NDO3dmoQnj93yYT9viTzdGGqSkIpP6Twk5RWvCg09jSynmdSq07QRNPOetllKQBpnmxZgkLWmsg6V7ax7WSQ4LZrfcKghw9lx2sORHUwr//Cr5bw+wObuOR381m6NOymn6cQKRWWrrt4IU9dHAuIPntvzK0PrkaXztkOGVlCPS2XVhu1jrTWM7XWj2mtL9daH6K17g2sjik6dENr+io3TuJ5pVQvjCVhs8COAW7UWq8sP9+S6ZvOqwaPJyGCpOZmPlcmHtiP1tyG3/8Tzql5lylvGIti6E2wS/WeXPDrmcg0DABLl8KJh8xj4WzjIdW1x6ocfP9+zOjYIfHShigNwsrGbAtBeENmOPXn7JdetfCB8zLmkhXCorXJEWnzfnxEaH7SxTUxv2LAloXGptCbgdXjHW1eMmVpgRhoZ1B0XN47yxRlkFeadu2TtBhsQKGFtux5Fv6Kal8XI7IrxjVTV+sGldnx2TH75D93WRaXzDMlYTzfoUKSf1/yFECBOmN31vvJpjx36N/46mMTu3DLtYt4/cVv2f/+eeR7JmNPpIC4a8RHPHlRnGKm+979OXbcNnzQZQpdcrH168O6aetu1zRPIZFLq1Rh3kbZVISZXqaVaT/KjpMoCoPzyz1/ZdIsNqCe3RMvSprWJ7V0qcX6UAFrwtH/7M11Nc/yxZsm8v754+7nUjWEC479BIgtmJtO/YA3XjLyUbVTXHzfplRVPE2B/wgmWkqJ00DepuLvvh99gXxUr8CORc4ptB6hz5bZxjBcvVOnOrSGhZzIZOqMKeSZFPYIk23qqXO0cLsOIVdNOebY6nJhEav11owrJl+sdYP+nLkEvucpeJvxrlVnI++H54wbcgXFvFjFvQk5N7kuMveSYYxJIZ9mcflkq+UdVD3OeSZKgTEB1tspx5kTBvHwkY/y2uOmnnvjK9/yXr+x7HLHKrBv2OPorks+4g6Rg2yjvfrQc9xFTO0yjY50SChgNkOur3TY9zNk0WZZVW30/VLZQkIptR7GkshjgukmATdprTMD374Lmrdg9UQOIUktvTiWcUj83Lb/sHs/thh/AItqzmHem1MBIyhuUzvzq18ZptN4//uMuyE2oI69YhMO230WMCvqHwS8kpG9NY1CAs/f5EvLPFsKhc4JwUCh80LWmT/GlUmyQE+8KZrErrPiIvyxtSTI0igSisKqtP2lWa6+lZdQTkJU3PeQ1tVsekYFkdIgvRAZAVV8ntbuwohH89RfM5PbzvuQ5ctgwZeLeXK/W9n2rPdZfum+EDvlcfelH3HH8FhA9P7ZRvz6oZ8wtcu01OfTVvOTCfxC8J0s/iTX7MfuAvu/TuUG0/0UeBITCW1NlyOA05VSe2mtV0YWw5KpQ7clmeY2+MwsGf3rCxj58G7T/WN6jz+Gx/a8kS8aPwGtuf/Xz1OhtqTjjhtwz7FxuYutD9qUwWdWUDH9xUQsQqiaXRZDGp8b6IzPbhDbl8kPQkubfxT9LQLdWmImUutOTXxXAgWtEE+7TBNq9je7fvIvDG25gsKPSrbn+pCbWdWxTjtIavBufi7fQqpM5GYKacPSYrSfQylHHAtEJF20jDZPIUqV4SsLckx+bEyBymjDPZ9rYgQXmpKkZ/Xl5J98yughz/D1TAM/vfWHZ/nmxUnsfl9P2Kgz91z2MaMvFAKipoJrHtqY97vEkKq0LuV9soJCOhvYe+ZW00vGyQDMThxpo++LyrUkrgHuBU7QWi8HUEq1wwS9XUsLWVu/a0pjIvKl9f22s4Kt8hSgO+jxJ/LYnjfRPOETtIZrfzUVmBq1W32LdThs1G70VSbJosSQyzGbJVODpKDICh5MEwKS6WZp0lK4zm50NdYsywFiXD9LEFkB6Aui0Bjs/7SU1ZJMhtV4fL7bb2hceQpRGu/6KDdXvLYhp4hQYsOQAPbhrRAs58/Jb+9YK4LRunCfC1Nad9wa630FbsGqiVAx0eyhRJDXwDwHTBjAv4+8i4+ffA+A6S9+xolVzfy0dm2e+FsMEvSuqeCah3vSuWv7xHMkq8s5wjiX9CaEuAxvFAcTSO/f5gL7w1G53k1VwLVWQAAUP1+HyVf+g1KICUhGY7Fgfx8gDfu1VL3WDPZ9+kQ26pfcgGzXtTM1Y3/FdmukF35Kw/dbmkeIyUjyU2G0RKUIFGnq96j+KGhFZAkCf8w+vCDvgYX6svYvQhZheuxBDOf4sROSIYf6cQSWrdUtfPlD17HnyflIwZFci6Yiox8rvNmyPZZaS9YdV1qjTp8TiTyy5Di7rrsqez82lH0v3552Re7wTfO3joDotWcFxz68F527tsenPAXnWZH3Wrq92jVo6Z1ro9KpmD+q1LZKKbVxyy3LtyS+xuglPufIASuUlrYc6oLJK+hrLvaY/9l/+XyowCfZvstacOLT+3L+2nc4bXb4ZY6dtwlP3YdI0l7+SGsUGqPPQNIYis+A/bnLdqHvUojKccfZUPNYOCFPOAWF/S7hBN9Ky4bFkozb31T3P2dR+nMQZyw1DMzAUuNzA3mI2thtNqU8rLHubJU/N7lh1vpaCyXSnDGxA/lckzNPW5DIjiOCjIRFEBRCIs7FuuPWU0dNVUOxbRzNXVHl7p/I9erb7j0Gn9uZ3X+6NZcPmcyXs5ZEbXvtUcHAh4fRqes055mWfYXeOQlFBcvyejVZWqtQtREALyulHsOUUA1C/sX8TUMwcW5/Bf7SUqflCon7gL8rpc4CXsJsXA8ErsTAUN8r2dxNlnwGFUoaF4IEkgwt7+QwsrTKWl3406vbcsoOcfK+39+0Nu28a6RVS5PjS30RcvGGrL+B7EMWpWqhIUFijqdnlbXCQB6zcIL/m11DCfn42qL1ipJjliUtZfp0gHzOxbnT5iavHxqTv052zlag2aBBJ0V4zocg4+dEuvCCgVLSMucm7k9Ri49cZ6uaqasdGwmK2SN7Qn8oVOfdcyCYmi0x1+jZiecmx2+LMKW5V9vxbrPLGtw0sYpbj53AM48t5aAaOGZcT/7RrVN0rbT5hgR0vBdUiIMQi3Py67L4itWKkC1K9v8B9cF4nD6mlFqGKQg3C1gEdMc4GVViMs2eWmo97XKFxFmY2IjbRB9LgZuAc8rss2yyaTnSqJSUCD7TtJQWPdtnwGq89vGa7LzlV7z75Vp0bfeeoyXLF1DWQ7D92JegJc+NOA33ILIYnplDLExkv1kCUvYh12AKvYuR3O717P+HqE1ojX5/DhWZ4giGJ+pZ2359ARHPP8l0StE0wwws/CxkCSLJhKfQ23VyKM4rrVZ22jMmzwUy3X2jthBFdksKKSEhJcj53AIwYYVo9x6dOOvRHbhxfoEtZ3/JzG5T+AA3Pqe1jLxA3uyVFOfjx7y0UXlULC50plJqOLAvRnHfBOiKKcUwGnhKa/1ua/otN5huCTBMKXUuJtRbYeq8LiinvxWlhXQF0j1p0shvn6ah+5CBpa822opHF8L0wDUlLp6Wu9+OIc3SMO1cF0+pwfnjtdgvZHsipUFSpbygNdMbqKGBuly9k/YjTeuT3jl2nFb4SG3RWYNcy1i1fy1pRcg2oWfCDxT0+7DnSivUruvsxp4Uqos1F5D1tV0N2B+jgajqDbR19Mgoo62teNdiyngHjnHnJO9BSIP3j0l38SxoUlK3VZJF1OS9y9rID41Frp9sI2uT+PnJ2qg00lovxCRcXikZTcp1gV0f6FCsmeoX2l76Q8RKZJm/lnyYwz/X/x7S2uX3ZH3nsIkcxm2zCwfF84kFTkhQ2Lb2f7nuqqEgONm3pRriKn3UjkhNaCdJ4u3DGREFnPlMzWE6uUACxpQx2d/CFpJ7zAofq/n7jN2HHeV9kkWl/JK4VkD76y+fCQsdjs8NpOboBi+4rDK6fz2Guo4CURGgqridP28b++AXxQoxaghHhEvyswRnkVwvCe1mQUYhl2FbLwTAyoeGxprIs66NfhgqF266E3gAuNU7vhdwKPCzFRlUa2kRXYB0rShLw5PfZTvf60QyC9tGuvrJ41lkX6iokD3pTN89L1mgxRdsIeiqteZ7aC3icRf7KmLqoXKuknzt2goIJpLYfJXzMNh1WGjJNSh3jhLmsWOTzL1QvEKaMJNjlr9NobfjLizPiRIpFlNW3JAbGuzPT4ho1rYpMV7f4pElcP2SrnG77OclCz4s1QspLc7Bv8dJK77J3asRZCPL2+iHoXKFxPaYqnQ+vQBcXf5wVpzScG7/IfXb2uNSQMRMIlnnwId8ZH+hl81/KdLghXRLxxUo/jlSeMjxmc9JTyEfIvDHGZpfRAL68K/l9yWvZaqpGeipnkGRkPXdX0NWnRl/dpyEvwZybeQ6pME7aeVDZT+F6nwCqnGsyer4mCtgmxLxFqUoFaZdZUKh8Mco63WXovnb+5G2J+amQm/ZO83/3V4j63ny515RFe9TWOpR/REHMY6RtNEPReUKiQ6Y+qk+dUk5/r1QSMMyn7OzbsrvUkDYgKNCbRjHD0Vp+9eW5LuXhmpa2H79sUkGn8XIQtp5lqdQfG64Ilzwu3iJLYSSxvjsmlqPpxFcCLh4s7+RLcdi3SVN0sJ05pf2m4SPZNLE9NiHliEr/zerTCQFQ3LvyO7jSEuhpTn5MGlSAUlmEMh63u3Y/PoO8blJASGFkH9/zTzDKVyyrJNE22JqE+lpZteqTUj8cFSukHgVOLH4J+k3mMLg3yt1YZHDpCTzziqRKEky3wgSsXUTapsSDD5N2/UZEsRZWS3T8PHgJDQQdr207UPt0jZj8xSc+g/J37OqqSVf7pm5tSPPmAjfp6FoHdQ587C+/nkKDryWtSHpMyjpamqFXNra2zGHLCqryZtzksWjfG+wNE3aXx+pTNi60KFzrIAwzNlVDvx9jJBwDsJ+Xv9+22Qb11LOEhSh/qVl6MNz8hqhOchj8v74QlTuU1jloi3grvWklLoIuENr/cGK9lWukDgfeFYptS1xvdT/w0Rb77mig2otdWWhw6TNf1+zClsTeQqOW2YBkzq7YqKXKoDkC5CnkGCMoWvYh9z60h/B3Yn+rKYtrR/TJlmSUr5UvqbnjyMKxBKuk2l9+OS2s8F0gxJMVF7TjtVlum7sSSi1tewzHmdllK47bVz2O8giUukbp2kpOkLwm59VN8R8o01lQm6wScssZH1KYWqfJ9/aSLMS5Xx9KtVaCXkmpe0tpFqXgnwYzh+/nWfofFkdsS0ie4VoOHCcUmpXrXWUBkIp1Rn4idb6X6V2VK4L7CtKqZ0wBYYOxrjANgInaa3fyjz5O6DuzPFy2QgGm3M3fc1xP4NoPZdzfqThFihAbVMUlSrTCcjCP/KYPF7PoGISNvchrxhntM2DGMdD1Aa04KQFIrU/M5b08pi+hizhIek6maaJloKRS83cv7783U1aVxlt2Lqwkss4QkGD0lUypLHaz9ZakbCUC4GZ+2GZsI13kM9AqO+0Yw6cVxUSZEkvpLQsxTGsYsZyucjA76fNKIVifT9pkcr//nPia/h+n/7nLAgsyfxdQR6yjv330r4LJhiwLXtTGXQP8C+l1G5aa1tuek3gaSCZUyWFVqSexFuYzK8/OHVcvAw/hYXV6kLJ8HxIKJ8z+Wbi8ozFFyQjVYck6dFiKXKP9UqC2sI0sUASEbwehWCREJxgGWzyeLxZKtva6/qM1j8WC4SY6aRp+XGKCveFt58txdHVSYvJrps/ByBi/iFmba1AOY60tQLjVmmKGyW9zPz1cMfiQoMRkws8Jz7DDaUxkWtix2LKdVprIrlnVYqgSGjhuXAJX1kFMc1ashkHQhZQ2nziNq6Ak6VybZxN2vxceDBPm5BoNWmME9EXwL+VUrtorW1IVzLoJYPKFhI/JlrauT0ulNLkwC9SUIRNaMPcfE+P0IZpyBskzY87JKDs9STkEkFcidTUSbhE/ub2mXxpfcaQRiEmXso5csxZFfRkX76m6BeiSQqpdM8eCW0VEFG8K0ghK8W3gJLtwnXU/TG3RBXTmxmeGxF9hnjPx/dIkkGaac9J1n1x8P5iTfI068AXuL4FbNcguUaVzrku409SGpTZRuWR1vqqYobufyuldgUWYgRIyfQ/ISTm0N15MaMyiM5DHfuShyyFUHu5IWl/sy+mZALncVniWMJsDxSlsWTaGK0xVL1LkmSMPoXaSm00ND6/fZ4Cw6aPjMZivZHM7z4jLERwnh9DIjVnudlshbgMavOhMKu9pjOS2AqxIq1APrExnZyfGWMcx1AZtCLca0kbq8np2xUcceqU0Pl2bX0BFCK/BkTF9GZzTOx3SHdd+ZykQYnyt0g4TIzbWMcAObaQBZlcn/DelLxu2jF7Hft7uqU1llODv7RRBkXWgtb6CisoMMn9WkX/E0JiIV2DPt8hTdzmKJK/hV5W+RJVVCXz6tjzowAxcKAdOxZZW8FGEUvtKiwIkjBTPP70vRCfYhYSl2u1cE6L1b5GmXkPr73E2ZORa5e2+eiON1mnOoKqvMAp28ZCf/5cYhob1X8w8AzFuQ1KjCXESH34JCsGRmq20m1W/iYtoizLIaE4kM0coyJBRQupZnoDhVy9sFDDgqElj7WK6c1xWhD5Wy5+RiTs48/BznE4l4jj4QA6ue6+gAwF8/l9tVkVZdPZwHz7RWt9WVFQPNrajv4nhMQiukQPnM2t45rV9Q6Uk/Xw2u+h3DI+ZTFHy+jkiyCL4fgvjI/xh/ouxVUxhPHHUFssFO3Gsp98MI38NbJzS3PbzOonj78hHU41kXZuFoXqbqdDKEkGmK2RJy2wUpiYFDR+vIskazXE1yuuS861LtLO96nFfFABSkJt/t6RtEYrU62MNGvVUggi899Jq1C0CYrSSSmlgM5a60RQs9b6EqXUcozDUcn0PyEkurAorgFQnTRhpabvZ5sMaXdGSy4mYkshqYmG0hyHvJHSMN1IKxe5hOTmo9UofasnmrMgiTHnMa6GobgMOX8pPOw46i52g+R8SitClMUY0ijNPVn2m/js1XoIM/B011DLgCC8F5I1FpsB15xrhLvZACfqz9JwLnH2bew98duZvpOxHLEDRNy33ZtIExS+ReU/4/lc7Lkno+frGRRZ5HHuKZdJJ5+bbA+q0HlSeXP7cucSW+FtQqIVVAtcCuYGKKVux9T9eQt4S2t9GRTx8RKp3AR/t6X8pDG5y6cB92ut/1NO/62lrixM3XD1oaCQ1WDJvhzRi5wLb1L6MEMIj5d7AUmPnbCWKs38Avk4UIvmaGPR/iaZvQMNWIisiDFb916Is6/KPQEb3SrndznnJwRt1svva/6lFK5Pc0/2Kbz/kF4kymc2fkqJLJgvnk968Jy1wuw61Dn1mV3GHFmwgXTicn3ld/nZMuy0uuY+7GTPDQlM/9mxbrvyvainjobGGgB6Vbt7QhKydPut9NY4KXDtmvowkr/H449XWhMr4t0kkYb/D+g44M/iex2wAFgX0Eqpz4BKrfXXpXZYriWxLrAzsBywucm3wmyWvImJnRihlNpZaz0x3MXKI1uZTpK0ICAMaUgNGpLacVauoFA2Udm3Pxa/H/uChDS+lijEmMPtmhJ9lqKV9WKyW6EtMD5fu/fjJLKgm3KsDXmuu2YtB3z9UFTKOKSwCAkKSXXURylALElBYRl9GoQos9haTzA/g63vqecLitbMLfkehCP+06zbNiqL+kLCt3gnoBnYBrgKOBZTarokKldIvAjMA461NSSUUt0wWWHfAvYB7gCuBfYo8xolk608JRm/7yGSFSEc0sRCJNuVkqBPRo+6bZJpqNP6mVkb49S+ye5vRtcDw6pizyQpGNPgg7Sxy+u0tCauT75/vquBhjTckDadNoYQ4xnBhZFHFMTafQwtJr2vfOtIMtlShJuErCpocDy0QswYLKRTl7i+HIMvfKX14LtIpwXnyfNl/zIWSFark/Pxx+KO0fVus+0lvBVSDhxL16OK6c0MY2Qiuj2pPLXFSZRI6wGfiu/zAYqWwwtKqeuA3/E9CImH+H5uAAAgAElEQVRhwP/JIkNa6wVKqcuAZ7TWf1BKXYWJ7PveyBEQRftlZq3F87MZYwhS8R9UyZjTYhAkVh06x48R8DcE5TUtFOTXVrBtJGO2wXmh/ZFQGgzf1da/dmhuPjnto/xQ/l6LYdp+YFUaI5bnpjFzO3eLoz9ErUknXW0gNQvxyJKgWfOSmuwIhgeFUejZiAS58GzKgjXsWK3LtM+E4/Fk1Fko7iG4cOaghCBPQpEuVOZfV8JYWXtRcg3k57DDgOstFfQoK8baZBWCMtdoS/FXIn0GbAZ8XPy+gff725gypyVTuUJi1eLFfc67fvE3gG9WoP+yyREGKUVa0mATmz/J9+sPMQ1LIW00dTxF8mME/HFIzdmvWZHWr/XqCm3GJhleyx4j4bkkoTG/b+mmGbd14ajQeSHyPahCVE8ds0f2pMfQjziPy0yMx6jij7VxmzR4LoSZywhuO1cpAPzx+Mn1EoKiKrYi3HQlWQK4qcX7JIM95fNn80CF+01aC/Z60ulBtpFjkn3I51T2Fxpz2nMMBPNzyfPa6km0ip4BhgLPAWit/cA5RSv5crlMfBzwd6XUWZisrxoYAPwBeLDYZgAwpcz+y6Z6BhnNOxfWiMJaf2wO52lyvC5suywcPI2ZmrOSFofcsA2Z1/J8f19AMhepwQ6sHu9eI0NIyHn4L3javNOgIEsVVbG2m8etJRC1md5MBQ1OGgs/AM1e01gfbi1le808hQhOs5XczuMyho0baQzprYDr4/ZSi/W169DaWCYbEopSQCSZqJtV1Y5T/i7PTVNW3GemuMGfCzhK5OwailicQPqPkNVgrikth8pE+g4pBCzVTG9wLFt/fS35Y/WtWdl3Ppf+LhTIM5s2IdEK+gPQqJQ6R2t9ZeD3XTCORSVTuULiBAymdZfo41vgNsxrCsbKOK7M/ssi/4GWL3GaNeDDPZaRpSXEC8FI8toFTICdPU9qeCEIxbYLeY+EGG0sBCqddn6fVqONGZ6bAFAKCF9zTmiXEyFfG/ZEib4LRpbm7WI1xjSXUHltm8cIkt5hZg5NkRDNU2DYuJE0HWx+r9wqhur8+fjOAnGflRGzs+slo8GtRWPvibyPIUEh73fyWukOAHLNJGRkmGl4Y1fO042wDygoUVt3fnIe8tn2LWUgCmT03xE/MZ8/tuT9sHNL7svJRIBTqnszO9GijUKktW5SSv0CuL/4/2rgNQx/Hghcjtm8LpnKzQK7ADhBKXUGsDnGhJmmtZYRft+5V5OkAjE0k1XLWlLSx7vSZWQ5vN/dl8ntqxB5iBhmMzZiSJJh2N/tOVnjaWm+tg8/9UZIAMn+S7E2pICI1yPpLSX7A0RyPddlF2IhEipRaZmww4yEoEgyxpjZ1zHWjSC+nij9O4TjSUIUgl6M91qe2Y096VVdGlQUjzHcJsvCSxMsoej2tP5lzqd8zrgO22fPnucH59njIbjIEYg2jf5EKOQqoz0WX0CkuZz7809adm4/tg5Mm5AonbTWDymlBgA3YByILOSkgIeJ7OzSaIX2DIpC4e0V6WNlkYQDXI0oHUcPpXGQUa9JjcdlevazbTecEZGAkL/Lc0ObyO48whviIQ0+qx+J5buaezJZXqgvCz9UYBhC1kvva8Chug6SfGeC0H3Kiw1NPyWKf207v8rNMFCToNB+hq/d2u8hbyELF1k4z5IPSWZRUgAnYTT5rGX1K+9bqpIxKj5WUdVc3MB3rxdK/Cet1Ex316r4etJrDnByecnnSr47LVXmS0sa2UalUzFL925KqZ7A1sBqwLta63ezz0xSucF0XTAeTnsAPYB23gC3KaffcmkhXQE3K2Ya5YnLTYaiVmWgVjh4KOS2GLezGtr43MCgRZMuuCROn4Rf/Gu7Y0rfI8lTcALsgERSO585JiyD4v6OrMUQ2hyNNc5wGVSLr9t2Mr24v64FCi3eB+f6VTj6kVxn5/opmq1fQlWS3GeQ99wIsKagB5UPI7n3d1CwXeiYr9hkWSEgoJ67xMFa095NEWPx/+T6+218kh50scKVfJdCz4f9L++NtJJCAiJPoc0BtkzSWn8EhNNUl0jlWhI3YnxHxgAv0crUsyubFtElwRDSXj7LxK2GaqOLswRLiKRGZ/uzZAWQLCyUNj75csrAPMuI5fX8uaSNC1IsFhH521KtjJDlIvuW45DWkm+ZuBpqEt6ykFLBayc3YzPhD4qb2BdXRvUJ5CZ11lrJOdjIZrufZMneE3m/ImYmyqqmCXB57TQ3z7htvHGcpmm7TDjpji2p6QOoFKCvjZPI8vZKH1ssaC3ZsclI7SnVMcTXklXk9x+Cf9voh6dyhcRBwGCt9fcaB5FFIQZlqSWs31Yp8/uynyXJdvLBdqNgBznBXWlCyHpSmde10sH803Ijhcx3+5v9nMgMK/D/UDrtNGbhv7i+sPM3giV8FYawXMiuhrg+dEWVwc/Dm+NhV9A0CyFhSXnkj83eUyvUgYQQTViQosStTJ7ot5Uk3Z3T1zw9ViFNQDgWnM3LNJEgi42r4CUt3LSxtyRQ8hSg2k1r05IAylLM/EJZ/82klFoLuB/YFPgQOERrPSfQ7ijgguLXS7XWo4vHOwF/AXbDZLg4X2udrEb1HVK5QmIBcbDGj4ZCTC8E54SikUOQh99nnniTOJmzxtWw0pi8TzXTGxzIwr+ePy5rCeVzJtI4TWjIzza6NjS3UDEmycwhtjyk66T0jEmH0JKMyFpJ9dSRzxWoGRWnDK+oaqZQ666Pa5WkR26D6w2WJhxCcKE9V65lEv5Krmtd7djA/pUfHNmyxSaFnRuN7wpV1zqL42EsXGPvT0VVAxyNUQ4C7iPSog7V8Zb3NLT+oToR9rOrSGTX6gj+VrTOCiLZZSmWyI+YzsEEGF+plDqn+P1s2aAoSH4P9MegMm8qpR4pCpPzgdla617FVN9rfb/DL19I/AE4XSl1otZ6+cocUDlkcze52StjU1hGk0oB4TMUHxqx/2NGMtbxHJEvmJ/ttSWt0rQpenKMa3aig9OYa3S8+CLVFYPW/GvJcqqyRGS2Nuhq8VG1N88Lxk8P4Qq1uPCOHLMP1dgguXrqqDm6AU4l6PHkrlcLm6mB4yHBlTV/2Vbefz84rheTYxy9WMs8y9KRc7B9liJU/d+tUJfHJdSTry6enyPKKOxv+kfWodin8vF/yZxDAtqfny/AWiMYZV9plRn/y5PzHYixAgBGYwr/nO212QsYr7X+EkApNR7YG7gX+BXFCOkir/3iOx+xR+UKiRpMgr+9lVIFYKn8UWt9wIoOrDVks8CG/OnjutUxPCIfvjgC1mUSIQ1JUiithQ9zZAsIUXyHWFBYbD4ENciXW/qo2/4iTbo6fdMw1KdMEeIz+Cyy+zoudBPHNsg1CEFlaVSu5ugz0VAsQCl9+Nq0D6dZSqvHLfsKHZP/ZUyF7CcU1Ba6HxLqCf0eShMfMeOqpAdRyGurpedAts8SdGn3vxTB8l9M62mtZwForWcppXoE2lTgIjOfABVKqTWL3y9RSu0GvA+crLX+7LscsE/lCokvoETn8++BujPHZZKCfMvCUoF8Kn7qMxtJIbxUMsNQIZ7QtaNzBbZdMc5g84VcuptpnOIhtjr8F9rfuA3l1fGZTsX05igATbYL7WFYwebX/7b9DGMk5JLxKiGmCxhoJGpjvG1GNg6jgRoGVo8PCtxsDVdYO1GqdaJ5+/PPvD9irH4OJXufQufHlqzbjzkm70dT4pzQ9zSt3f9droERNq73UOSeXYVzv0PnmuvFFpyfyM9fHzs3/1iWxW6/R15NtcmN/V5MXqE4iW8XdFrR1B7rKKXeEN9Haq2jZFJKqacxKYl8Or/E/lXgmMbw542AF7XWpyulTgeuAX5ZYr8rhcoNpjtmZQ9kRajj4mWZmojUjuX3+C/dxdKFBSqdPiD84IcEj09x4F8R2x6XNLVDGqR1rQUS0IOdS9peiT9XJ2CuymVMEnbwryHJzbAaW0YmmNCFLELapqxQl/D8eQOojr/6806759GcLEOfaIoojUgRBnJ81sL0U3PUTG8w8Qd3kUj74a+PXDd7n21/Upnw52HbtqTFhyzd1HXIxc4RUvD7sGBw/aoQ7tKVTlpyfw0lZQWzJjMix8+krakemtsP7AL7hda6f9qPWus9035TSn2mlNqgaEVsAEF59wkxJAVGMPwbk957AbFCPgaT5vt7pf+JynQ++Q+xhZx8Dcdl7OEspbIf+z+kDdvfY+skHcPNU3CiXwsU4txHE4mijCXDMZ/jWIWQNgYkcN041sAVdj5J+ErOxz83zU3RjskvwRkiOa96YlxfeuoMrb6BkW8MC45BXjtVObD7G97GbVLIuffStzCdedGcCNbz18lnmrNH9oT+JErq2vZ+ZHFrKfQc+BHjbsGquH6EvwYheMyeI7MJyPNCayD/+2NNcz6Qgssf0385PQIcBVxZ/P9woM1TwOVKqe7F7z8DztVaa6XUoxgB8iwmLq1l7G8lU8lCQin1NrCr1nqOUuodMmIjvu9gOp/8DU4pJFrS8O05LT2cfo4c/+F2y4i6L16o/4gJTYz3J0zfsb0TXzuEY4sXUDLGXFhAROeKYDnbj/O7OGa1QL8an99eJooLMWU5r3hcSStj4NDxqcxCCk7ZX54C43MDDaOkOXMzXFqSMqNqSHDkaTJ9BfrLgn+mDO0drZ1N1eK0LWrsrXk2Q8d87d1aZTJqXe4ThbLrhmAfP+V8cp5JD6Z0AeG+F/E9C7tZ/4/QlcADSqljMUFtgwGUUv2BE7TWv9Zaf6mUugSTLBVghN3Exmxy36mUuh74HPjeUZzWWBJjgcXFz9nVTn5Akhp1QeRecgVFio+56MOHXkIkN0Vtu6h/P8pZMO58bfJFsNHINSJ3lF9a1Gdgob0GX3OWDCI0t/j6rnXiRue6bpr2WKgP+b+l1BXWy8lvb0lCG3Jsof5Cv/0/9r48zq6iyv9babIQEgIE2RoDDySxH1vTht8oBmHQFlFGaNLOoDBjZImKC4zjjkQJgjouY0ZHJW5xGxc6Jrggsona7LGn2W5DWDoBQqChiSSBJISkfn/UPfeeOnXqvteddDdp7vl83ue9d2/d2m7V2eosPGOghsA9rjuzGONWZr4qLWnz64tJlZJbJjUSj4KboCm3HOt2Z1O+ZBtKsjGJjquO8vJpwMLK4izoIhGTmLWQZgEo51SOsSimlwq0Pis+oaf+xca+o4K1th9K4jVr7TIA57D/P4ALkCrLrYSL3DpiUDeRsNZerP1+KUNrb2eQp5pzLgNZfDE1Qa3YQhkIm3WOZLzgbRWowde2F3dVz5gTVD0z2lgdMQ6f7hEUSWZFuSLy5/3McuH9XNrgiK1eNUittqk+nho0JuFw5O28yR2hO793YElzQqJQ3G/OBHHun4c3IeASgayXCERRXnYt2qssE1XDNdP9XKKS1lyxOksYGRgVZxKbxzcAUA5Wu4HW7k5U28g6Iz8D4OoJAsk5xcRm7oikhcbuwOxMXcQhkyqgI1HqT+6Zm3NXMa6cuEJSJfB2paRD33nkzpBjI1UED2jHiSxHjhqi5MhFBjqUIMOO6ASgJxpGJIE0edVVWfK+BlK9whkBmcOc6grnJT8LoHdIzpJZO9I6jlmrSZVRsJ4Rct8ElJc8Nk4/xH3cIonaoPFSmBK5J2S0Vy6hF2UDrLK4YX42vPCdDZawl7B9YbAB/vYAcCniAf523fauDQz8A1SGUMgEshlBPH4NqfiqCGmV42/2LMERcm6XkKbcKFUkmeVPkeewRrza0eF5Wku9Nj8E5+1xdRvd6+xqxV4tj7Bx+oEFOadcBNrzWbsCyWrxiri5cow4Z3Usct7Y1bYkQ4S1+ihNkWNEGYDn3VsPVOGHZ+d9JshCZPT2i/wLOYHgnvBEnGN1htKwPnYeL4zK07dm1p1LHNVsDVNfnEWW9B+SzpRuPDywpXyPvnTnq/p4HXwOSsLw0oHBShLfB3AUXOLZxzHCAf4I8sXoRGzyP5DevDHETKAhFVfOcW+c8wMQIAzZBt8Qtfqfc4r1ebtKiPlEEOzV8gjLsRwieDceHZnIcn4IiSZxL25NJQkqlefIJHtenLHEwp3weasH2fOyMdWUXDe8NBCeexFw6Y2n5oyFga+nr4OFmFRcz2FxrXY1P4sEVS9uWaw/2p6pIolaUJUwcjBYIvFGAK3W2tu2Z2cGC2uwe2YaCjBpQg1sV/W4qnDzJMGi5/c03WnM0kciTOrDfFwU1J3XrxMKPzxzbWspOR4NAWuhLrT50OaCj1srT8Q0vN8TIFc+TypxbKYcFNXA5j+mJqlHGuIgJagOtHs5sgFf5deB2ZnZqremRJDCapqTo1ZuBEnotHmjtmPP03fRuP31nKfrzVVFLnqxTNSUr58m8FDz5DtBzoodaMepWBIlvPn8zoZknuT7L+GlAYMlEn0A1m/PjmwLrMHuAvm55ZZxcdlhmVuWefY4PaS0JgZLRBsDqQ7QxOqlaHP28wD2musOh3loZalb5v3g8aO4nr5W/zSkSiB1/pzI1ZKAtLDTkpjy+rJ0qJV4KlHeTzor6MBsFoxQfyamitHa8FUgYUBGQoAAPKTJAzJSGU5YAlUWEsi8GJpjGieA1Of8o79nCb41mB5GXKqfWns7szhkHZiNhV3nY27LApXYaBI4xeCivcSlUK4apPZiZxA0Lhk1oSQaIw+DJRIXAphvjHm3tXabiYUxZiyAzwM4CS4d6loAfwLwyTRpRiFsxITgWoJqxsW5/zl319c1DUlL7JDMN4+ViHcgaoK8L76k0dc1DfgOgNcAfTOnYVbLtQECDIlePFQIH8NgN1VuyuirgYqA58yI9S3gJlk6VJImJELTiCNHlr56q34OW1ONSKTMQapNfLPP8CCf18djKUmJTVoO8b7GVGaxXBSaKk/+j5ktZ3uktx8JmnAZLszOqzQGgc8Vlejrmga0+MwCX7cE5CfCnQe1lKyyvZJAjDwMxJlOOtBVAPQZY1YiDPA3UGe6iXABGC6FQyNTAHwVwNXGmCOstS8OsD4AuWhMnFu24Fri2djqCe9RBLXuZxvnfQBmurSY8zA/iwvU2NyZxT2SkIv2PRniocirso/19EOqsmJ9zZFzWCepFmTMnhinWG3r8RBeTL3mzZXoiy+lSEJSFOcpLrVI5Jag6mU6bEdHcBDPn6kiySLuStWVHGPOVWvnAPr6kwElubTm18/9ffRkTcThS+CmvZS9kT+rzdnylrihQ5EKjOaA1MS1GKASRg4GIkkM2Vu01j4LF1k2A2PMewHcC5c75e6i5198flzUKoIHwpPIIsZ9ci43VB1Jiyedw5VcKodZLddmkVqz5xch9769uEfddIAL/S05vSpyrizWpjbWIsLIEU+M6HAd/WW4MMimtxwzMn+LHEEm3txyCU0SCK7GAABrLX541d7Y/MLTeHrXg3HICfvBGJM9Sx7NRdKBBvSsa1c3FaUzFp4/gksW5K1N0odcJ1zSkN7XfMxE+KUjn5SY5HzJjHNFSDtBFZ3ntiL5bhVAbp1HhCtjWNDvWWBpkWZlkEx+X84fkBM7mu92dGA+5nnrs15JtoThgUE50w0TkBltkMWpCCTHBghkjLjqyF/gPcFGjP3266hP/cH7lQVUS1OUkzpDPkd1LkVbtH1tI8eQMVeHyPLabzk/HCg1JgEPW84JR0zVQvVX0YM7nj0E37l+H9z3i6W4d10XdnmyFxueXIc1T76ArVuo9H0YM64BY/feA7vu/Qfcufd63HPIBhzbeicOPu4QPLTLkdF2wjb1MwxtjrkPCwDPqbK9kh+qa0SilnkxEVEyJ02EV3IMuNonH5MukZBUtPy7M/L+d8MP38KCI/LzF62uvL3a50Ac/LA1ScAQxOotYfhhsH4SDwM4OnU559d3A9BlrT1oWzqVpuz7KoDfWmsfi5SZC2AuAIyftpcaV0ZCrfzBBNyevbaqIjwgrIdAeESMUk4SdCMI+CbrdP9zLpCICD8Ar6cP2n05ZvkM/09nGVUkHpGoogfzMN8j2lp00HZ0YOtWi+XL1uOaPy7HhX/cjL/deiu2brkVgOMQYlzC1he2YNOjT+GpR11Qm9sAfO/rG9Ew7kfY59hXYeuJL2DCibujcvhEGGOyfnHIAyYKq6SA0GqWXKEFl0RsnLjHwtb7z4Z18jmPrYm9Wh5RQ99rnurtWOxJDEE8qub8m/tNcAKXSzuc+Wryfvv9FoxIxdUhQ94XEZ4SRgYGe3B9IIAG5fp4uDC3hWCMOQPA5ezSSdbav6b3doILyLwbgGjyojSe+0IAmD5zstVyScSAq2lC5Nvk3efPxA4JZT5iTXVCCEBzHEqQABf3ZI5jft2hY1Kt1KhRYqQQCE1SkOoOjkD52LhTlTaXrb2daM0sZ0J12Ku33IM/XfEUfn3pg7j/ni3YXrDlha1Ydf1yfO964HsfX4Gm107Guz7zSvy/t+6eRe4nSZH6JL3wZWwkDeR7pnHJcdJ3EbGlMjFmg//m1m8SgWtIWb7r1t5ONHbrwbcTVJ1Uwc7ypLUdl6L83CI9noQg1wsHvh6kVzdvK7++DcHCn4MLO1/CoGBARMIYcxr7+zZjzLPsfwOc/0RvHVX9Bo7xI1iV1r8TXMq+wwEcLyWVGOyMDSqnpUE95oQxYqARCh6+m+rU1A28LrnhM8RUSdB+8WIP+Yb956auYfKjvF9xlZomleg67OKsao0sGKFUjxXB1s0v4v6f3YYll12Fpx54Vi1zyGsmYeaJu6H1H57FoVvXwR61G/6692l4YMIRmSXYhuctfvzkm3HXE3tjj9UJVtz8JHqufhRP3OvLHj23rsNFJydobJ6KeZ/ZhHOa12P1wSG3LoGfNcTUZDECrBPf+BqttX753HPrPMk01OK+E1Td2Qo5mjbHA/rxcUhJnSd1ikXalWpf2Y/OrtbU3DbMChkz4S1h+GGgkgRXGn5f3NsMYAWA/6hVibV2HYB1/FpqBvsLuIj9x1trnxhg36IbrWjj1WOXLbkyzq1JTr2IQPB+aucG7jvxnJVkf+oRwWsTypCDDTlgP3ER9YUONzWHPqnm4ESEQqJs/OVv8dtP3IY1K33L6Ym7AG+dPR7HnTgWe7ceisdf4c4U9keCxrStI7EcY9mS3XmiwbGVx/Bk5bWoYgOOPK2CU77yWtz+2H64/Zq1mHT1Utx7ZS82v+CM8lZ19+O97cBXmhrwua+/gOqbk+Cd0VhkHm+aF5noSf7WVHUSWRZxzDHGxZvjFgjVXlL4nOv3YpB6Uia44qCNSTuIp5AjMmAfT1Ik9wav28+nEqrEKEouRc29INrjEoYaBkQkrLVjAMAY0wtgZr2cfi1IJYgrABwN4J8AWGMMpQN81lq7oej5Ddg5+80Xc4yDIZiHS1IE5uujY0RDIkrZZi09qgxHLiFGfLRyGgGJqSdy7swhd94PmReDjzNWNweuP+ccdxWJd++k9R246kM74ZpFfd7zu0xpwKkf3g/V8/8Ru0ydgC1wcV5qETqeSpOPEQAm7b8b9jnrGFTPmoaPr/oZrvjKKlx1+RPYtGErAOCBni0448R1aP9oL6Zc+iKq4/J54bb8nMOO5V+Qc8Pn2pUJncckMailspL35mE+O0vx09UWzVt2SA1kEkQWxJCtEE4IuQVbUH/FzyHO+yzXr9xHBJ1dreho0ffCqspUl9K3e7ugmRIGCQM+k0g5/j4AewLYXm9vfwCnpL//Ju69B5mmPg5FQfMobwHf5Jnde5YDWd/MfgjmMMtd3r7kpAfGzcvn6n2+FiHUEY2v8pJ+C/QdI3rSnFH2SyKIrf93N847fR0eXr41uzZlz50w6yNHYdZ5h6J3SjP+EOE4NeAITZPI+PN9jUfh/f81Hqd/an/89et34wfffAHPr3PnHx1fWYVpf/4Sjv35NFQPduPSCEQCp+I5tSU0CohJkjIQHjmP0Tqsb57jITrIx4C3Jd9hEWRxlyr6mtWkK7rvWSIVMFgctBwWFIpemg1TPfXEOyth6GHARMJau9kYU8F2DOpnrV0BPRl4XbAzNgAYn22UdiyOOnVwMdfTzQrgovZAQD/grm1RxO8XbfJ66qoH0Uog3xD+bC1iU2TRlaCKJnsvln5jNb73sbWZygcA2s4Yh3/7VgtW7npENl6JPOVYYmoe2aZ8lq5X90rw9steg73PPxAL5yzDo1ffBwB45I6ncN5Rz+BL39kZbe8ar1oWLceMaG4NzsnXglqqwpgKslZ5Hk+JPytVXwQUB0sSNymRcLWiPLznhEL2s0hKrreMVPmVMHIwWOumHwE4F8DHtmNfBg1jN23x7NXpsBEIFzA3Q0zQ5Dyca4CvPkiidctnNE6XIERouiQkN06RyW0VuVljtS107IttZm77L9UC9Ix0lJP3tXH+8MKV+MUXcgvmibsAl/7PLqj+WzN6zKFef+Thq67Oq4+zLFL7Td57It7y+7m4+7/+jGWf+g1e3Gzx/Lot+NAZ63HjmiNx7AcODd5vzKzYEa/FKmMAhJIW9SseliO0litaQ+SQp+WDiD3rCER4BqDNWYJqngBLCafOY1VxAkP11Aq7wdvmdfIYT6QW235KixIGCoMlErsAOMMY0wqnHnqO37TWfnhbO7YtwAPWSSTG/yeoelY5GjKVBIKX5d8aFBGIUF+bW1BpkgAnENr4gPR8YVE6B+gHsmRL7UEgNn8ufIsvDjxIW2ws8pnlmIFNly3AHYxAHHZUA771i8k4aHoDOnBoIdGKqe5kYMPY3NdCSmbMGJz+H3vjouN2xXmnr8PKh5wabPEHb8Jdu7wOe8+ZFyC92EE++QnUssbhZYDQqTBGhGLjzNRZzBlNW+McZDrcWNkEzqdlHuZ7ObhlP3iUA42Q++/TZ1q08jFC66SYgWX2K2H7wWCJRBOArvS3dJwb8dwSXDcr1S8S4ce49iLw1BiQ4b2LPWN5Hf5mbfI2kk6Y8nwWNbBx6iMAACAASURBVEHkQZCJiWS9sX4CIYHgOYklIugAcN1/3487Lvx9Vv5NJ4/F5R2TMX68gX9oXluFRHVrKV0lFKlYNDhy5k64umsKTjvxRfTc6oztHjj7axgzcTySf64dpyt/77qEo6lLKMxFnIEIA0vGysp1TqCtd5+whftCSpAZCPPWeuaVxk0JuWLBCWuBNM0tYWRgUETCWvuP27sj2wJrx0/CtRV/NdPCIusdSl0a041K/Ww9C5M/K4OmFVmF+HkJ2gP9Lg8jLcNLF23SDszG+XMcx8UTwvg65jiR1MYsVUwc6fBrxNmuvOEGPHz+g9m9Q07YDxdccSAeGj/Ga8MPG13srS4JRMymX0Lo5xH6uGBX4PNXvYgPn/AAVnX3A1u3YvkZX8AbJrYCJx+gPiulUR66nPcjC1WfcuNkBZSlmlXeOdVL1yWHT4yILmn66yyupsqt87Q15TE+EYk8BllGviX9aFyUm8iCxeuSY+Hj498lvDRgm3JcG2MmAHgVnPTwkLV243bp1QCBkg5JxDcPl2SpI3mYiyLRnu5J01CJTHlAOALNSkPWza1e+Abk+l3NgkpThWmRbBdU5nrl6SmZCzpmmumXSYI51ZATmY12/hxYcFFOIPY+poJzrjweD04Y6z2TmZkugkMibb73M1dFxA4v60Uk3FpJellnsDvw/msOwVeOuwZ/73kS9sWtWPSO6/Cd7iPxyhkTvfq08wSN0BKCzXwSuoGkkpvTUhk605jP1kBsfXJiz/syD/MDgsgRvWSA+PsvilQgCWCsb9pcNKIzjwE1p/icRVOByT6XMHIwpnaREIwxY40xX4YLq3MnXJTWNcaY/0xNZIcdOFceW/Sxxean/OwJNpzeXn2pKIsWeGNvfxZHZyAbQXKhfr9yNEDEZqCcmSQQsn7t9/O3AWd9E9iaWrnu2bI/3vL7c/HQpCPr6oNUfcRA+mXIz2DGCwCTXrEzLrj2TZh60GQAwOaNW/DVsx7Ali259pTnz6D2OYS9aVK9kWUwRKqLP0vvWKqRONHWzErlmYB8j/WsMyl11gPBvPNxN+vvVBKxWlJtCSMDg5UkvgTgnXBZEUgXcCyAL8ARno9ue9fqh92xxkMyOadWbL3E48f8Au/0uNZ69KH8Pg9bINVEAfKq9HjWWGSr7nPRMbVOfl/j6uX/OJcYOvapOmnonJ6s65obOvHAavd/7OTxePPSs3HUbisA+FYwpGJoRCdWXeycuWQ6U22uePpWx4GHEUM1hEOB5OIHyvmYd2vcBWcveTO+/JolsC9uRXLzOiz85lYcd/7hWTmSFGNmr5LYZYmvulO1GcsVUmT944eC8SUIGietOXfIfIn3rEzKJNeknosibiwhuXv5LF9Drb2duLYyC61fd3tvQWWuGhpdm7u83VKCeKnAYInEuwCcZa29il17yBjzFIDvYZiJxK6b1nsJTChsMm1SIK5TTeACjMlQBY3oR0cl3BievlYgV21hS4uWDMExQkHIg/qjbcJY/TGQfZNj1spq/yV3y5+lcj23rcPXWJCW1371VEx65e4AVmflpLrk2sosp4ev5GcTfNzSYctdd0jGS+GaAun7NWQXI3Aqh31EFUdd2Iqui/8IAPjdp27HoScfgORgOWe6XwJnVNw43AEuZUikA385t7IuHjJcppbVkLVL77o4qIckYy/WUlsefTUmeRGB4Jnk5HqkcfJnyAS7FZ2Z6pPeF6VJ5f2T4yCQYylh5GCwRGIKgIeU6w/BRW8dduCmo9zxKRbiObjOwhWE5UNioG3W/LtYXaVJFLEyOjGK1y8RfC2Qdca4PdJdyw394qYt+O/3LM/UTEe9cQq2nnMWoETapee5BBdDUBw008l6IC5F6ZnQqD9HfXo6Vvz6Ljxz92ps3rAFPz/7z/jADSdnylmfuIS5uuWYO+CQLCH9mDQo66UDb55aVpsHLnVqh/XZtW6Ie7XnXpaXYwN8U9isnUjQP9lWqVZ66cNgicSdAD4M4APi+vkIluLQw+bxLmq5FHsJJAckw153oB3Vi3sCdROHGPLVNpUWWjpB1cuZXLQZJRLRkKZ2UKn1j1+Ltak58hEnSeoODRJUkSy6CY/0uNBaE3YZg1d/78N41Bj1XWhEVVe16O/Q+67w8j4C5br8mFQh54OXaxi3E4774btw5T98DVu3WDz059XoueoRmJMPVeZAqnVketW83lq5J1zfawfh0+aVq4Z4fzhDQtIqJRHS5ll7HyT18bYS5GcipIJLkEYxmJPHc8reeSWsV5Pw8m9BMLcFngdwx7ZV8XKGwRKJjwO4KnWmuwXOuul1APYDcNJ26lvdoAX4kyI9AV+MhExIXI+Fu44h1xji1Thk2lDcskX6PEjiU+SkJf0ptDrktRgHyuuUiJyrCXwCkuAKOxsd3/hr9vybP3s0Hj3w2AJiVP8BKo2/nvwKVJ7eKak3YqqNIsJBcNxr1gEf3BdLFjwOAPjDN1bgrSfzZ3JCTaoxqR6Kzbvfb//sCvAJBAXh4w6UEnIjBj+/NVlz8fVIzArP3631hYATCEl45Tmcm4vZnmqKp1XlfeX1yP+kbpTlSxgZGKyfxF+MMdPhJIlXw8VdugLAt6y1j2/H/tUFGzEBHTitkAOVvyWnG7OKii3SWhwp5XcG8kBm3CmN9M5FEkFRu9rmlmViz8eelYhU4+A4xzr2T9dhzb0uonvDpJ3R995PBgtKhvoYDMh3yLlYAF7Mp1oEirzPi9qgtfEPFzyPK7/hLLYeu+Z+LLt/MiaGj2ZIrTWSGCf2PrjOnyQjT/2YZoaLEQc+LgKOkEkFS2ub1uSslmvVvkggiaNI6ipikrI90BKW9aQMdl2ecZQw8jBoP4mUGFy4Hfuy3SAmSseuF/0v0j+HaiwfGVBKSaqHI6p6IRahlfeNqzwk0i/a0P69HuV+nhNCe777G7dkv2e8+zU4YteVCneYSzyxDHcxkGX5PPupNPX5p3FJG30yQeXXeBv8YPyf3ghcmeLUTd9chInfuEgdG+CH3vb7EM47MQlkfUXXq5UeL+hkTJrSVHja3PP7Wg4KAgq9HssTwtVMRfPNn0tQBVqgplXlY5DvVRvfNmWmK2GbYKCZ6faop5y19pnBdWfwoG3EgXIitLA5wuBIJuZDoXG6gL85eF/oELhokwF+knqtvCQ2lB+jVmwjrd+x2ELVikQaqWf1KuDW3+TXD/vgsen9kOPkSDephAegWr/knHKEwpEVd2rkzxBhpfnQsgdy01y6nvU1dQT70OtzIvHgoltx1KXPAbv6/fWIdcUnhMF9NqZ6A+BpqjX+m+eWkAyM33414+o5xAMO5kRDmuHyvtViyPw4WKG1IX9ejqOEkYeBShJPo3ZsJjuIercJJiB39OaInv7XA/y53FrDtxGX6iGOYIra4+I/L8shRAR5O5QelLfBNza3LjkfC+uKlSP73YHYOYBu7fTDK3LHuRmtjTjm1f0A+r16tc0uJRvZD/nb9072Q51Q3eRnkdeVgKtyyBdFQ6TcmECDE7YA1UOA5AFg0/rNGPerXwDnTPHKyPcbG4/kjimUizpXIvZWLYISW1MSCS/HDO8aOQhqKVA909lKj9qGxgTR9SKErzEJkhHwx1ZKEiMFA0XmRTGb3gJn3fTi4Luz/YA2Qz2gRa4kokC/vfDFCNUA9KxEQpzL08rmbUXUQs1+HCZehj9DUgtXeRQhaNmHHAk5iaIw+F6lB9fe/SzoVf+/9/jBA7mkxFUxFH+Kx6XS1Cl8bHTAGjNZBZx0oprVUliMZgqrHSI5jUCsqkzN/BpMM3DarhORfOx5AMDzf+lCcs4H2PyRCtI/9JWqGT62mNqF1hw5gNKcyXIx0OqXz8jxaqFd+HPciVGDGBEoYprkHMl6fImjqea4SxhaGGj60j/La8aYFjgP7DcAuBxgrp/DBDtjA6TuOYxc6nO42iIm5Jij+hzpxayMNGSQ2cNXerx65HMSOLdMiJ6sS+rhIF0/cospbpYJAPODMTGOuwLMxzwPedN45fju2jwDf7vt1uz/wcfuE5mrqjfvdGjsxrnY41JjUGvc8r3ya55/gJJQKeRWc/PlaiXJrN3WH7sngKUAgFU3PYrLUsdNaiMmQUhGwO+bjlw70B4Ew5PzoI1Vgo90fWdFKTFqdQVzGGlDgiYZ+uObrY5H9jlvI+4tX8LwwKDVQml2uksBvAPArwFUrbWag92wQD0u/zFC4e77CDXWRsw0L1A5dAON3f1ob+vAmfiZ14dam6sdiz3OW7bBywPSasr3odDUY4E6odsRNFJr8BAPksglqOKpux7FpudvBgDsNW08dtt/Eh5HjnzIbDZJPdaJOPR1TfMzvKUeNZQ+locw0eY2NmdURkpFwGLPsauIw9bGSmWmH3U3xo432LzJYvXDG7HnE/cC+7SDOP/W3s4s74FvXZQgRkBiINdpbL3IMeg5uPWgf/z9x+Y877OfoKioP/kzcSmC1sKncWlWRqrSuJqLAjOWMHIwmBzXUwHMg4vbdBOA11lrl23vjg0EuJ8EoHMmMQIRcpQhsdE4rFy0z4mLbtnSk2U2KyJSAFhAvrhqil/TVFDaGDzrGW2DN+cSwzzMV9vm/X3y5t78/jGTw/oQBuIDgOkttR0Ja0HsTEiqK9y/NHZXcz4nMYQon+Ww07gGzDh6Mu7pXAsAWHrL3kAbQ+IViqi6WF1PvmRWvzGBqzNnRmIHzAmqnt+DnF9+RlUPweH1ynkZyLuTBEmOh0C7Npj8EyUMDQzUuunTcI50KwCcYq29eig6NRjQxHmtTBBCAPrG5fdJDRMDzpFnnKs4eCSIZYfj5olyc0qO1JVpqmvjxrhjApJY5mNecO5CY5PhpH0isatXr7Tw4WMoejfUViwBkpwDTf3C1SpL0eaQKkvzEeOcpcqRn0Xl48yJRHLTOuzR5hN1qdKJQYxISYmRv/dYoEm6RqHCw5D2TZnqUwZRrNU3WqdyLWrtS/WXfM+cgWqv5IH+tNDoUpKlcZQH1yMHA5UkPg9gA4DHAJxnjDlPK2Stffu2dmwgsBETAIQIEfARj/R6julF5bOEdAh85y1BIFgMKHnwGEtZmSC03R8MxFUG/nlBrkJwSCVPguPn0KDxSXjivrXZ7+kzJ6nzqKmMOBLK5owR01hWtlBi8lU4dI84Zv68HJsWa4nXyz3M+Vw9fXQuMT16//MgW3DehpRciyRUjbh3drViVsu1UcZAPg/A8/RuhB8okqSc3JBBt1Dy5yDxzo74dapD60es3iqS4F1XkQcYlHUtRZv3vnLCVxKJkYKBEokf4yWQnlTCBGwMuB25aDkils49Me6O62O5vteXBNJMXEqids0JioeNAJBtatn/gSSRj4057E84J/KMRQaRk9Y1CapoWP9sdm3yHjvV1bYKQWrMMPmQhjC5vpqXlSoKzgyQ2mcgh6B8LibvfnN2fcz6dZ7tf14+JGpFfjW8/HLMwKyWa1XVi0TumooR8Ocj9wHxHSJj4+P1aWOTz/D+5+FJZqvMFrcWI3CqufxZItynYgljJ+KGHzsKpL5lvwRwIJwG5p+ttWuUclcDeC2ATmvtyez6zwDMBLAZwO0A3mut3Tz0Pc9hoNZNc4aoH9sEZN0kLXI4hOobXcdfxBFpiJw2YlJxh7+Nzf5mkOJ3FYkzyySJ42L3pXHxfj21OVG6zvvIf8fGxglEPZzh5vUvZP9vmPR2HI3Hs2ekyiqmJkkqVU/1wOvnz2QB7wRhiAGvj+db4CqzmNoEgKeS4ebLEyf1AbgHAPD8eosqejK1iJabwbXjI8+YWTExIdp9zQqJ/+bWbFwy5CbglFdba1tep2eKouQScCmGW+FxQpmVr3BikEtsgP9Oech//tmB4ZMArrfWftEY88n0/yeUcl8GMBHAe8X1nwE4M/39vwDOAfDtIeqrCsPq9DZUMHbTFu/Q2E9g428wTW0hDzXlBvYJTL7x3bfQJVdCNYHPqaUhoH+K/NXDV790VEKOP9TzJkH/a4F2LsAd1GIbUkorLz63Kbv30C5HYJc0OjxX+xSZtVIbMu94TLLj5sAJqjgfC6N11lK5FUlm8r0vRRv6uqah2pJg/C75Vlnz3DhvvfE8CRy5u//x3ORc0iki+EUMjyRQJJVwAqlJO7I+/jytLc1D3I/8moczl4wQf4dyXmnO8mcpkZRjCIhQUHkt1tYOBKcAOD79/SMAN0IhEtba640xxyvXr6LfxpjbAew/FJ0sglFBJGKgLXYO9SBXuaG0JCx5fbpVFf/vSREadLvDPfKA1pB3vYguxjHXUlFp5pQETfZevPhcLkk8tMsR2AmTWC97PIRZCylpfeDXi9Qlss7YWYVePp45kBATBWhMUMUrJ+VEYeNzW726NEsuORZNCliOGR7Hr72TerhojYGQbcbehVaXNoZYYEQA3jlQrN/yXbei03uWyAoHTmxCtmCHgb2ttasBwFq72hiz12AqSdNC/yucw/KwwqggEpvHN2BVxc91JCUGzvlLzk1DnnQ92LjisJWX10I80HOZxQYRiDNdPaR3XVWZClQcEWns7Ud7ZbH3vOSu3b1iIhfjniVC5WMl1UcMDtrYA7vVHUuNGduAGWMf9ggEAddP18PF8z4AfjgOQiikUtTzMvR4EkzsHUvQHP8AeNFSl2MGKrvcnt3bsH6LZ5Tgrx+yMoq/G76mNCMKORfyudiYYhKJBrH6tTaoHVoXJH12YDba2xajA7Ojaz/GMNF6j3nb5+ciztpsm4jEcwD+ti0VYE9jDDfzX2itzbpkjLkOwD7Kc9szAOq3APzFWvvXmiW3M4wKIrEBOyNmJkhQRZgRLbYxuU6Vl8+AOZ/JcjFuK0ETWpekHPEcYFWbtHxySHVe2yVZ/oBYkhpJuOQ4JOLR5kXzdo7NSd52D7aMA8aNA154Adi6eQteta4L1ckPe8+RU1m9oBFC7ngXO4fgakJS15FjXhGCzbjZ3lAnTnM3t2VBdo7RgXbc25/jgJ0mT4g6zvEscpq05JeXffTPH/j7iL1L+c5qOZ7xtc+/eZ+kRMb3Bb9PxJAYi/B+XHrR1GT5GNhcAnVJkkMMT1trZ8ZuWmvfFLtnjHnSGLNvKkXsC6BvoI0bYz4L4BUIzyuGBUYFkdiICepCk6Bx4xLCTVfbuki7Rte56SwAZxrbNhXzcVHwHJn/kc5dO9Tl/eSWSZIDj3GoAxmPJIBV9KChwWD/A8fg4eVO5bKu9xngiPCQlvrAQ3rzNuS7kO9ubsuCdGzFB/oDgYDzFuljtfdehbP2ufrh/Lk9D941Ywg6u1qxV8sjEUQYIkmJ+OMSTm2pIJQkansmc9VaPfuBninqAyemvC+x+uV714hULK3vDgi/AfBuAF9Mv68cyMPGmHMAnAjgjdbarbXKDwWMCiJBHtd8UWrOQFSG/9adkPyFTeZ6CapoTYOvaeZ+PreVt9PXNQ1JS/5sgibvwJhDpnqCjmT4b/KO5q2SyK9JNIMhEHTNWZy433scdC8eXu6s+KY89H+oHrEhOKsBwjwCEmlo3L02f+5+3BM+QdXFZqrEHc94e3kLSSZJtWOxYs+TP/eXh/L9+aqDtmSEuaPFl5hIDSXHEwNfMvRzb8jxx7hyPjZeT/4/VEtJQsFVPLw9ujYf89jzMtx3T0YU5mNeti41qTc2Bo1AkFWWa2+HJRpfBPArY8zZAB6BC2MEY8xMAO+z1p6T/v8rXAK3ScaYxwCcba39I4DvAFgJ4BZjDAD82lo7P2xm6GBUEAkOtOgpbSLgc9pUBoCXbjLG8fCy1UpPtnClGO6L5PkGn4770bfMEQkZeC/WdymK8z4TSF8LDanL8dLvejlOXo6bkO53cB6i6+mH1qKKB+uqj8Ahn8Xef031kt/X8zNwKFLt8N96Of0cg6tV7EMrsuv7HjwhQ4wAj0AbmsLGpYjwLESOK2axJ4E/pzmpybKSIaLzBE6sqK8Ul4qv8dD/ZzGL19URRBXwy4aQhy/3Yzb572nHPLq21vYDeKNyfRmcOSv9Pzby/Ijj6DEj3YHtAc5PIuRayHpE27TSOUsiFM6dS9CuSYRA5wrt6HCuMKjfmirWNm0kLXSGVk9R//zx+LmR+XeWXxk5QjMHHZCV7394XV5Rd0pMvREkQb85IZT9k3PI2y16J1SOOyFqBIEj5Ly+uHc5wfqHn8p+73vQhKDfRX2rN2RHbFzSekgjappviuxTjLjGrvE1UEXi7SVeX4ImL9pAFhKF1VfUB60fnDEYyPlWCdsfRpxKbQ/YHWugmbpqqUMJyFMaQKCX5vrUPEObT4C0kOL0PAAvoBp50sb8GuQGqoXgs+cren3FdfUEfgfaBs64yUoombzikDzpzsrb+rK5JK9anYN3TlTn9y7MHK/C2EChV7WcA15ecsQEUpXH1Sq8Lg4yEB/nyLdutbjzjjxNyqxXPQHaOjHiI+uW/eYf7uHMy9Ea4qpNbVz5HPVkqlGtbGyOCpFwivirlUQkJsoD9iXgqlR+iF2beeF97MBstFcWp0TJNwwZ8aPrlzGMCiJBznQJC3HBM3DJhcm5zSqS1BrGLeg8F4S7txRtBZuy2MqIoDBhTkAg/CB2/OBb01Or44GPNGXdPAx5gqpnbir76uuiXf3PH7sPGsaOwZbNW/FY19N4YsVG4MCUUKQbnPc5R5JsjivcHJkdVLLYVzx1qxyfnEc6JOfEuB0dQXBGTjw1xMu5dLr28C1PoO8JZ/b7iqlA667P4gn41mlUhyRIHGgu6H0txwwvemusX9yKKiRAuqpO89Lm6tdc1aqvT4A5eAJZoMR8fC54YCOcGpabBNN7klntJOHQ8lnwcyJtPkoYfhgVRAIbwkvhoWnOIUqLI20BEyIjkOaOvE6qI/9dW60UIzwc/FASodRQa/MUqTcS5B7FWAanEmvx/Ug4AeFc5MTdxqPlTVNwxx/c4fW3ft2I0z+yt7tZ8dVV1BbVmHnaajr2bv23L23oSIOQLQGZosoIttq8ELHUouAmqOKWxfnYT20FGhp0r3KaL+6MyCVP3v7CrvMzP4z8ujZncbNkDWqdN2XOe5mEUDvoH9XL1WpZn1KzY9VMmd5hJb4Wfek1DJZYtD9KGB4YHURi5/ASP6yW3DkFEQN8BJSpTVjUTM7lkFRBoZk51KNr1RK4FIFTH3R4ETG1emNcJt/UvE66Nx33Ay1wH+ipPKXKjuZr1uypGZF4cvGtqH7kEDHuMA6UU1/lailP1VVJ3L0lTM2UOi0WpVKV0qL75by0Kbe1xk3LOcqf9VVC1lr0/vqurPzstwRT5PUrpuKU0oEf7bXo0N5HyrXUarF5kn3llnaadJLNefoOeJ5wKlOt9KCxm6tq/T2xqi1Xl9Gc5G2EgSNlH+oZSwlDD6OCSKwdPwnXVtxqzqWCEGlLlRSVJyAxmggFeT7TIu/rmoY+TEPS4jhOzk3G1EcEGsKsB5yO2Y/MyvvL6+ebjXPFsXwY/FyF11frO0EV007ZiDHvfRBbtwC9Nz+J/sen4dj9Hk7v6yG/CeggltRpl+FCTMf9mIf5WX5ngJtA6nGA6F4ViZcytgOzU+5VO+QP50irn76f/tujWL8yNffdzeAfX5sHQc4d5+KSirYO+Hz6BGw2zu9NrXhqcPg+85AzA5rqUc5VgqpnqhtrJ4sCQLkg0qRK3vtkRARwxL4j7R0fsxZlmM9PkTqthJGFUUEkyJkOiFvxSOmA64X5AtUIBR3e7tXyCPoWTkNHS7tnwintxmO/pZqrKPyFBK4SoXFy4IjO0/NX4k5Nsp5avz0Od88WHHzcdXjgBhcB9o7v3oNjPzvRQzykfqHMfG4uQuOCzq5WoCXlcBFGFc3aFAQt//gpY6ttfC70UN3aGtHmqGfhLdnvo9/+Cowb1xeUof5oBECLTCwRIx/btZVZTtevSEG8rSpynT83j5X+MfI9Uh86MDv7L9Vj/F05iUG3/APbAxxI5UZe81xy5+PV+ij7UMLIw6ggEi4sR5yb40hfitexeDN+XT1ZZMq+mdNq9ie2yGNEQRIUqV7iCHcwG4gjML7JJcEJuESEBIITxMZ3H48HbvhfAMC3v/IC3n3eBOAVPjL3EzQxhM7Gu1fLI+5spKW+tJWF42fxsFz9xY5lRc53f7//Sdz3g9uy/63/thd4VAUtbIqEWIh3Pq+xPvBzMY3jl+0nqHpnM5JwhXukB5f3XoD2SofXD9kWXxe0DrOxKRaC2TpvkfnX65MKYoxeCSMDo4JIkJ9ELZVPPZuantfUFFUkWN4yA1zakM8VbYSihU/nHa7ukLPSPKi1cebt53kYiCP1OVsiFOF5B92XSF3mSr73jH/FxC/dhOeTldiwfgs+d+nOOO7rxWclMmZU1vcW/0yA7ulj0+eSdODaPGmqL16f5gF//YV/BbY4T+vmE6ag+YQpWGXyNmScpSKQUpCEWB3cYU8jcLzuKhJvHDHikF9bDCxKI7I2w6n6hEEB1cEt4WSeDsCPrxSTlPi12FwQ81KPw2cJwwOjgkhoIBEK2cHza/xbPhea4vUEOnwNisJsx9oCkGXNk9fz/vuEIoEeu8kDL2Wkr4IqAk1ayYKtsecPbajinss+A5x6LgDgd99ejcMuWIfkQN3buB0dmcVLI9z5EI1NWgNpEH9nTZnKRXLA9M0RnK8y0YnRbbePQf/iHPGd/cUDkYZFAJAHMdQzyYXIWePia/0G3HyTP4tmNcV/c9NWClFSFzBLsmolVJ3SmBZ2nZ8FXaQyfA7IM5uDpmYqYpZyaTmXXLc1ZlcJ2wajhkhoizouZscPQn2OM/Rsnof5mI953n2ZDY0jDhkeww9H4fdDmu3y/sS4z9j4AURDmlMOBR7aoyjsg7T64nUe9vbZuOuYKtbdnGDzCxY//8xynPDTJBgH9ZGsargXMVeLkLNdPaqJIoSkISMeekJTqRE02Xvx20/8Kfvf/I6DMIPluKZnQrWkf7Yl++T3VfNy1yVfru6sK/dMLwAAIABJREFUJYXwLHVa3/j/ILdJM/VNk2gS7NXySMAAUb0y5Ix8twQU1wnwM//xZzIpp4SXBIwaIgH4HBVfeJLj4yK03Dycmw+ToPRkhMLdDzkcapurCTgHyx2UuHivBSOkfsR0tMVIMk/Ww7kxOhC+vPcC33ENOnLgeupqJckOVcn65lDTg3u/eDHwhncAAB782d8w7W1VtL+z1yOy9B6457qU9tpJ/dHciaRNVxHpev9aCYb8+dOQOc1RFQmu+OpjWH3jCle4YQymf/50JHharbfoWpxA6AiUwHdM80Nw1BqHlrdalveYn+b8s6oy1fM0l3XwA+jOrlbMbVkQmQNdUuWSDrdw49/S32W7SBEbAPzftlfzcoVRQSQmYKO32AhJk3cribCAr7Lgm5T/pkNUDbLcvJVws/NNyE0CO7tacWrLknzzEHLuBlrndOLayizRLz/s9kAQZIwb5fXNwyXAovRis1c84OwCXXrFR1wJqvjnY1fh1+94A56+4i8AgL+e/b/450OPQPWIcP60EBCuT/MdZ/tTNy/tbYtxuvAIl+MsUudwiBEQiTSr6EHn9Zvx/U+szcrs/KH34PHpx4MUVEVt8PdUhKR5n0NdvW8FJf0JisajEVVNzeVJhHOgBq2kdmKMFA+PPqCAkYvSCxfnfab58sOTSJ+gMjDHSMGoIBI8wB9HsgSaGgcoUDm0FOiTFX1+qLJq8vIecz0ugDzkRA3ghCymvpH3eV9k9jSvn9SH5jD9poaMtbnlCOWF756EX975MDYsfwybN2zBF9ruxOvvmILd9xjj1SXr5b9bmzuBw5DlPeZleFmJLDVT2YEAnVc9tnIL3v8v67A1jQo++XVVHP6l06LP1WpTjlGWrSVpyOf833oe9VpSFeDed2Nvf5b4Kha7qaiuT+NSj7DVIhRShSSJgC/ph2bDJYwcjAoiQZAjyjygmn6wGA/VHftd72LNyrKDVBKh6YC1WulBY3M813WRNyrfQBKJckIR019ndTEVg6dSUuaAq9DIwomkksyaZkoVTUs+i3v/4TxsWr8ZKx/eig++az1+/PvJQINfXzgmd/3ayiy0fr0zU0WQHp77svA5yOY07Z00LBiIFLZHTz9OOrMBa/qds9we+4zFSR3/gpXjxgZlOcQOWKUaJZj/AuDvMGaU4EkDzPGuSMrgHHqimNZK6UMibwJy5JNIXJ7R8XrceGbj/DkLs2syZAqPOuvWWO4YWMLIwaggEmM3bWELVOfSNNG4HmJBddW7uQmKLI86MDsPQ5EGxKvHq9pvK9ehy43OkQyvg8pQtE13TScQHNqZOS09nyOwvO8TqwfgXT86Hj+c7WIS/fmPm3He6evx/p9sBSbo4wk47AohkMVB33lZQiQJqujsag3iIMXSyEpIUEXr36/AW88C7u7aAgBo2MngzI6TsHG/KUF5GSXWU99UdEKRjU20W9QnAkkosvdMIUya83eoSZOxeutpX1u7mjRZLySoel70bu34/eVrrB6pqIShh1FBJCRwxZOmptGgCFHH2ojXpauIJMJIUEV7JQ+7EWtjIJJMPX11BCSvV3L1GtfOw4vH1BPt6ED7aV3Y+On98fPLHgMA/L7jBaxYfQ9ec+XbAObGEBtTTAKSWdO4XT6FYieIEQjOKJCaZd9HbkfbSWuxnDXZtuAYHPT6fZCIdrlPSf4OE0+1mLcVj+1VpD7UmBu9XKL6JvDftVRQCXyz4Jg6Mwax/kqQ0pxWr7uWRymm8rEItSUMH4wKIrF5vNNnkPXR6amKgkCTIgB5SNgD7qnr7odc4EDUTrFnOcenOUTx8jF1iQygp21yza+DHwIXSRBabociFYDb0A6JvvuSA7Bh/RYs/e/VAIB7b1qLx16/ANOuOgE4KJwjPl6pFuHzxdUZHJHIudaC7HF1GbqdZdnHnz0Dy9/6Ozy/ekvW1llfOACHv18STV8NIvvLHdCo/2GYbH/tdaA9j9NEz1ZCgs2ltWDtNfsI1X2HZtlyHmqtYX99amcqA7M4ijFqWj0kaeTPjap81zskjAoiAYjEQalFUXBgrECMqwHq5+Dr5bgkwioqz5/z1Q2hvreI864iCbx1pbUXPZ+ryBarG5OrAHh/ZCC9z4/5LKoLEpx64C9w5X/cCmuBZ+/vw9dfdyWe+vHxaDrxldHxxsbEkYXk3HWVCEeMOXFAN2D/D/jFWKDnmg9j0/rNAICdxhp8dNEh2Oddxwfj1uaCuHDNoa6Knuy8Kak0pWUW5+oh7pOyyH2tunhqVifgzE1jocuzOWJh2SUB42WLpGkuRWjrspZaSnMeDc9n8jqL1Eha6lUvp0UJIwKjhkgAyKx16tVjalySvFfrOYn4i2IFEcInkPFyOBAXKR2O6umj5Cq5RBGbG94Hqc4BoDq4yboIUdG8tP/7Tjjsla/GF858EFs2vYj1fRtw+Vv+gFmnTcX7/quCp6e1BJwzfUfnn3mRc118vSkuk6eAD90C3PA0ADgCMW7KBJy79E044fi/A0wqkePLHdX8PmtjqNkPuEisedh0NxYt+5u2RkjaioVNKVq/MZXQQEJh5BJf/ecG3JKKP0//iyTnEkYORgWRGLspVRcIc06KPiq53vw3X6S6CF1rsRIXnR24VeLhMnyCoZv38Y3SjsUqApQIQ25YXgf5dbgwDaGljUQ8WQypitSp96hzwZ+nHA7zKpfkz7UDa/d9Ky4/5Xps6n8OAND5634s+0M/3vgZg33+YzoOH788qFfW3wG4w/aKL00RciOCqkEHZuPAPe/CH27uxve/uxEv5plIMWna7njLVXOx+dB9AYVzr6LHswCjdmPhVxK48572tjwNp8zNkEciDq19+Lj89aozNFk010pet5w7Lv0VnRnkxgC+CjSUHvP/mpOqjGkliRmXZGNMAr3Xayuz0rVYqpxGCkYFkSDgppkEmi4//z1wE0WNI6dEOavanM6eVF0xziiu6/X7k3t4XxL0W/ZB+w8gywTX2N2PxubOLKaPtkmBPGqr9DYvmguCKguvzuHk1z+DW+/9AaZ84kO49kd9AICNG4DfX3gHpn7/Pthz98Cb/nUv7Nk4Pko4AXiH7TR3eRpOP0EUfT/90Frc/qNl6Pzeg3h+9caszoYG4O0f2g9TPvchjJuSRxGWlko8RSx/PzzERzZ+1v58VNFe8Q/buZqJ6iEdvHYozv/H3m+t9aod4ktiwaUIyrki16hsT65r3o9YTCttn0kCJM8hkgqpoRYG9ZUwPPCSJBLGmIUAzgXwMWvtV2qV3zy+Aasqu2UEIkGe+UtCrU1FIDeRfFYTsxM0Zd6ovLzcUEX2334b+ebVvLClekZye0DqOMWyh8lEORLp0qcedUWISJry9KSA5809bu/d8bFF0/HZt/XhAx8H7lzhrvc/vA4/+NQ6LLpwJVrevDuqc8bj8FMOwNgJ/tKsNfd8LC+s24glHevw2KIb8dBfVgflDjp2H7T/zyzsd/geSNK0hsTdtiqevfWqQvg7oMQ72tqR/eWcPCd2Wv28fU0SlGWBPIJAUV/8fvV4/QqZl9BJkK9tJ03lpruaGqumiTJLfVrvni1haOAlRySMMe0AjgbweL3PuHwSfhJ2ucg1oDI86B7xP7IOLvYHqoYUGbb2duLTlUuj7ZEDUixOE4d6EIVGyMJyPR6y5uoE+Vysjlgf+HM0hwsqczMfDF4+QxbvmIor2yx+8p2NuOyiF7Hh7y8AALZuBZZdvQbLrr4e4yeNxX5H7oHGI6divyN7sPYIg9ccvhHVXR7y+llFD55dC9x1H/Crq6bgb3c+jYfu+iP673wcWzZuDvo9cd9d8cH/3AcfOuNp9JgnADyRjYVUk5opqwxDEuPq5ZwM9B3yZ10bPcG1mNSrSTV0X/qQaM9wCza+l7Ty2hzIMvzQXR6q93VNy5g4KVFkY2rzQ9qXMHLwkiISxpgDACwA8CYAf6j3OcpMJzdfTHWh3SPLE5euFFk97jvkhPI2Ui/qVER2hCBEIFUkatyngYJUR9Uqx0Oex0wJNQ5Zy18gy9NvGhu6gWpbgvm4CABUHTsAYCdg8gerOP09B2PFkrvx2A9vyDLcAcCm9ZvRe9OT6L3pyfTKX3EXgIaxeYgPAPgoLF7MaMHD+kQ0NACvfytaz98TJ548BqePW4rG3mewPzqzw3hdNZKrfVp7O5nzoWZ5FTIjtQhEPnf6u8nmFAhUaWEdcWJTi1hRH3j0WDlGjXkIJdDcudNd001XuQm2JqlIYlivQUIJQwcvGSJhjNkJwM8BfN5a28Nj99cCykwX4240MV0lIt1IA9gpRISpAigNab4FHaIhRKKZEXKzyCpLKRrbjD4i4F69/OAv59j5huQWLp5+uCCPRC3OOBwP73ePZ6bIuUNet0RwD+xSRfXM8TjlzIl4ZuU63PHjB9C5qBfrHtaJ2ZbNWwv7xWHiYQdizJwzsL7rg8B/7INKywIcEXHM8qVO3YCBW27VQzxrgcbF11tek+TqeY5DbMzqu/Wei/tISEIh1Y5VJE4Cb+HP6NZkcu2U4f1GDl4yRAIuLmS/tfbb9RQ2xswFMBcA9po23uNMpBhL1+QGL9pAAZFILXech3TVq38e5ucHqCjIgCcirmplqI8BB8WSwUzH/ViKNl8CUAiA5Mo05MIJpp/rIrS2AfLQ5z4n2OTCnrM2uAWL1hdvXgDsccBknHhRC/b/zBl4btWzmHTXrVh1Zz/uu+tF9N/5OJ69vw92qw3G2DB2DPZu2g37HTkV+x2RqqiO2AOP7j0TCaro7NoneIYC3JHl0WW40Buz9L7nkW81ZkSTJPg8asDryALuCSsqapdMR4ukAgkx5Cvv13quyKTbR+qS0ORqTq7C4vPN69Ok0+2nZtoIDMC8twQfRoRIGGPOAHA5u/Q2AHNQiEZ9sNYuRGryMPNwY0nfr4EkIJfhwnDDCdt7uRloI5OJ53xclCGV1l7/sJayiUmIJYTJ++ife8SA+n0ZLsySHBWpngjB8DH5YS5ClQufLz5PcpNzRCevaQhgOWagr2sa5rYs8IgQwaGmB8n+VST7fwR4K7Av3OfVW+6BTVOJNrGx3tdwKMY0jMnqOSE9LJ2Mia6ACPmezT1Ln0pEV/dRqKoIWhubBkVMSYZMoVvmceKuqWn8euKSRqyvtQiJVm89Erv7raf3Bfy85zEYiM9GCUMLIyVJ/AbAbez/uXC4YDVTMzUA+JIx5gJr7f6FtW3gVjs6kueLjhapvE4gN6UEyhsNIEuUA0BwTsWbSesfD1oHhBYgsr7lmOEnpRfAkQCpyGj8vAy1J/NP52X8/5R8RsZTku1S2xJ4LgLZB/6fGwjc13AYqg3umZ3QkD2/Exqy+cxTX+boLIZ0q0hSPxSn+uvsasX0Fj3tLD0Te59y3HIskgBpqh4uPfJ6iKgCQNJSWyqISYtFY8olqPBgWs6ftjc0ydvd10N+8+ivxfMZhhgpYfhhRIiEtXYdgHX03xjzVQA/EcX+CHdG8d1a9W3ezZnASgJRJFLzTeof3Pkhp73NzJBnvsFyVYsMvc3bI9DMX4mj5M9qqTY1xMoRo8ZBcqRJ12SZrA9ifHKOXLs9Xn0a1EKmsfIxRCLLxYg7hxjx1xA04AiXn0M8X0v+M7HzCN9Jk5eldxnLkc6llby+nMglLdUgFpnWD/4uSbrMo9XqEohcH1SWt6OV09ZkOK54CtUqdC/5et5tCcMLL4kzCWttH4A+fs0YsxnAE9baOHuXwhrsjg645DBxrqkpWOha2dypKdyIWmrHBDJvc1N088W4Nuof/ddUPRqnXY8qgJCT7LNOUEIkkrfnCEUsGRB/RvafLKU40tTKa89rUEUeJjuUenwkI5E3v0/eygBYzg9/jmpx5vkc+f4s0oyUkDYPIikZGjleTiikyquIUNAYSeLlBEjrn7aetHeiETFZXp+b8CBc24/a/fYy1/WIw0uCSGwrOCKRcyUax1MPV1hFbspJ+adj3DkHaT5IHH5eb0+wKWScJ4l0Y5tQ+89/kwqKEHHsvEJrp0jKcFxweIipzaH/nYfMKOI6JRRJIl6ecPSnJsh+u9zunwM3MHDmzrODtiSBiM29jxDj2dk40gaQIW4OxDjEJRUfkWoWSXwOMpNkxZLOj35cTJCLiFisj3GGxQ9f46sHfZ+K+ZgXJJsqYWTgJUskrLUH1lt2AjaqljhF3A0v631XetAI/2ygFpeViM1B+n8ZzE9ycxrU3og6p8rH6qtNaGQ9he1y4AhSm1dqT0o3sv/SGYyDdmgdG6vsGwAvs54WWFESB35dxiiK9bF2/2Q4bX1+szXCLNRqrc3YegsllmpwjxtSaH4PRfVqjIv/jC6laWPmYyRplAJHOkOTfO642rcDs9HZ1Yq5LQuCeksYfnjJEomBwH54PPNmDrmmcKETEucH2FS2AwgkiFobjAM9lwcX1BFlkP4TOkceRxz64XIRouPPyHb9vuXxpyhs+ILKXEY4QhWARgB5/B1fipKqj5AY0zXO+VPso1WVqUgqTVkdPN4QISM5Ls7ZVitFHHvtXM0D5W6rSDAf89RzFu38S1P18OtaWHCCbL6acwMK4sh1yS9MBasBX0PaMxpRo29Pyq/4azAW5XhuywJ1TZUw/DAqiMTYTVsy6yYJ2qInaxG0IIjkGVNbSdBUJ5JAhM/kQeNiG0vWpW2gmBVSrI8aAdK9yHNC07msFae2LHG6/26g/eLFarx/WV/MMUxKJpwj1lQTGZGgWFDMOJo8uqvIA/zlkVXbM8RI5wxUn4aMOfL0VFUR8036PRhCwU2W5b3YHMh3J+e3qC/cCKKIKHKruiIioanyYu3L95ybTS8OyklpzH8/JYEYaRgVRALQfRA4ovU2ZguCtI300TibIomAQ239rp8wSNZbTxrTemBb9bgJqsBMdqHZhS2pthVb1ZC6oJYHsdQ/S7VEAJkPSzVz5vOQbeopT2X4u42NT8vfrPc1RNpcWpWSa6wO/9MTENx6ESP31+FnMa4PPV65mIowtp7kuLTQLNzKryjdr5tjRxDkd5F6Stu/JaEYWRg1RAKI61/9zRlybnxj0j35nPuvR2Slsvzb9adYdAdCrqwWwqFNGsuWJjn2wnoK+jir5VokqGJVW470c67fzzfAgZsT83bkXBZJHByh8jMEQMb+6cmyzTU292chVei+BuHaCBFQnhLU17/HZjREkOGhcmtvZxZhVlMVybmRaUmJQLajI3v/vH8OoSdZHDE571SHBB57DIDvHNoGnImfoa9rGr7e8t5MpSt9O7Q1L6WO9spiNf0rH39MmnTfZajwkYJRRiR0JEsbMA+r4ZtxSsuTqHoHeerMmNOe1qdCwsFCItczvgwCdUhcn6z1rUh9wgnMfFyE9kpuIcXnjX9THdKTW+uTN59CtRM6lDV5TpKAUBGymFG1uHqpZtIPxnUrJe5AGRLGJPostdTKQ6hX/DnnajPeHo2bAyFlHieMpBIuBfsShAgzIvrGy7b2djrn0G6gtbkT0yv3Y3qLk8o0h9XOrlbFq91Jatl7TvOZcJUhJzBFa1MSoRKGH0YdkZDiNf+WILkdfp0vVK5C4U53fIHHOCBZl9+vFKE0h1JQsTThi+EcgZIuPoYEcxVPjycJSempqD0JGuHQ5iFDNHWAVMvUQ5CLrssyhJRpLjj43uN52Ay/b/LwvUl8cx+TqpfXo0hNo4FGbH0HR594ZdkF+ZxX/LKybkngOWghYrJoxy05U8HVUxlhBBxxEAEgazE0cv52VDDG7AHglwAOBLACwD9ba9co5a4G8FoAndbak9n1NwL4MoAxANYDmGOtfXDoe57DqCASm8c3qI5uEvxY+bXDbPMIqgnTedO3jJkPuFzQ9eqpAQDN7hnf4Sm06tCQL7cO4hsvQ4LpxlzVNjXvYzfqMPENvYfpvzoG6MgntKDqiVrlSKD+V9sST7rg7TT29ruIX93+HGrzzlPKZnPDONvY2RBfLzTH9N5jvhga4QUQpNelMry/UlUn36tXn+g7V6N6e4A4+bYeL5dJFFmn5sUUfyw7+GZ7oLW3E43dnc6RtNutMblGaSyNvf1eNALeVwm6JJTsyFFgPwngemvtF40xn0z/f0Ip92UAEwG8V1z/NoBT0sjY5wH4DNyqHzYYFURiDXYPFqiGpORvvtEBn6vkhEKTErzIryy4n2azz5+VSLejEiIB6hvgkGU9ye0TiKCA3axfba6txu7OQL0ln4upKeT4ZVnZtwwZAyxlai7xFHnStqPDU3l0VHIEz9vKEGokP4dG7GSsLaki4uOdj3kewsoRWE+WslaqULS5AFLvbqauKnqXkuHR5lyaGpMaVJ0DcjxspnD38mwtt+hbVZnqrQ1pfeSt4UUA7gFwJsBCg7H5yoMpZubQCtGLwShRM50C4Pj0948A3AiFSFhrrzfGHC+vA7AAdk1/T8EAkrFtLxgVRAIIEdZyzBhweGVZXyG3RdAdv1UEkuOrddDMwznkdYTE6FQswfm9C3NEOCfnSInr489qEkCRU1i8f7XVAkR0+TN6XfWZ9tYjPUZB4eo5kK9ItaWG5VVB/+g5/mwRQ8Ch5rrbTiCJoN4/3UQ3g+78zIZL0by8dF7UJAa/Xy+p4H57GmOWsf8L0yjU9cDe1trVAGCtXW2M2WuAbZ8D4CpjzAYAa+FUUsMKo45I0OKT3LGmmqkiybg7DWLhJLLnU+9sAsp0Jjd3rXMGmXshfy60duH9kDAd92MeLgEuSC946pS07Tk5cowHnJPctX7Irfe5Ph2ylwxJPNeB2Ti/2e1BHnKdc/JcOohlL5NWWMsxwx2ozunM7vOzCVmeUmzK99+B2Whvy611Ymo4PlfUbx6ihcYv1VYcwVYRhvAIkHnKqWtOhJlKDnk4cr4feJ0EmRRYyaUpXoarz7Lzhm6gvRIyOnL/cBNmbb6GBtYDuGlbKnjaWjszdtMYcx2AMHEJWEz9wcO/A3irtfY2Y8zHAHwNjnAMG4wKIjEBGwH4OnoNiNuRhMI9G1pEAX7sI2lBJG3G+cFdnEPS9cZFREJrmwNXgTV+lh0MN+fnEQCdlxCC9edKC42uWXBp7crnOPfI1XmSwPC5km2sapvq1CPQQ3iEB8Zx4sVVah1oz9Rfnje3ErmXEwhOmIhQSAaDnpiH+cGceKEymGpG9kG2T795NkRJtMgsNpyjJCOyUhWm+f1Q3WThVL04vp9WVaYCF/txtOQcyX2WILWGWgZMnxv6sWh7pkh9+1IBa+2bYveMMU8aY/ZNpYh9IQKZFoEx5hUAjrTWUlqFXwK4ett6O3AYFURiZ2wA17NypJMv0lCk16w2NP0zgMx5iUBuOvpN4SyoLg158uc4VyW5OdqA8lAw1geuf8Yceq4p2KjbU9erIS3+n5sLy7nV+uLpsws86ItUYrU40w7Mzs9E2PxqxgO12qKyCVzMrr6uaehoSZxEh1Aqo/okN88NCSQQkZDrVXqVx+YgJgnG2iJoXNKP9rZQmgaYqq+CVM2kvytOMLL+zxw15w31wG8AvBvAF9PvKwfw7BoAU4wx0621ywG0YgRS7I0KIkFhOaT1BIFDAPBi9khOjX/zTSHzTRBIXS7BrJZrg/YlVJHnFqhVliN6rSxvez4uwuVfd7omzkHqKjAtLAeV7An8F/jcSG5VSmX1tKMRFwm1fD+oft4HqcLideemwUlOhCqIltdAzqUmBbkyOffbgdnOmSxVTXKfC38sviUXR7IyfAx/hr8vjehq6qJY/KdsLKmqkgLx8To0YqoTwyRb69mzLe2e1FokqY4S+CKAXxljzgbwCIB3AIAxZiaA91lrz0n//xXAqwFMMsY8BuBsa+0fjTHnAlhsjNkKRzTOGu4BjAoiQVCU7EeKvpLLD+uKc+4cmXLxuiiyqY5A430gwkS+DFIi0caZoIpjK9dk/znClCHEee4IP0RJj2cqS4Hz8tAKflA2aotzukXcqkYYYnNdD4FwfXKIjPsHSOAEgt5bLEx4LHVsKLn572E67s+y28m+k3pKIlIi5toZEK9fI2Aa4ZBStJRY+POxeGerKlO9szaucu0AvPzq2lh5X/ia4mHLOUhJhz+bw45pBGut7QfwRuX6MrCzBWvtsZHnlwCKuDiMMGqIhEOoekRJAkkgNC5XQ8p804UI2z9EHaw6J0RWTQHXxstpmw0AOrta0Qk/zDIvJ2P010LE+dhTHX7FD8DGoW/hNGAm0IdpgReuBrF+SGRMSFtHirnJcoxIxCQcml/eLrWlEQp+P8bZa+Ph1zjyizEA/HkpCcTeuz82/7CbR+PNIOLpT1IWN6nlKtdqJc8JTmls5fj8+nLzV40oSWmCz/9g91IJ2xdGDZEAQgQqdaJ0L+Su8qxrvJ4YFHG5sU1c7wbn5WVfBrphZB0c2WiImBQxEDk1svzYFb9Ovon7uhyBoPMYHp6a9z+GVCRi41IPfddSB8WC+tX7rqpIspzSe7U8EtRHv0kqk9xujCMu6gtJoJzbno9qQMx5f7V1JFWtnlTHDrWlOokzI15/mEEG9zon02BSq2pj5OMkNS8d0NdKXCXfdaz+EoYPRgWR2Dy+AUAxZypVKvm92npvqkMjOpI7pH7ECAWvK+YbUfRs0YZZjhkZcpPA+6ipSYhI8CByNDd9XdOwEOcjacmtqCjgHZk08rp4n+tVS9A3Hf4CyEK5FxE5Wbd2XeP+NWlIzoluVRWXUvi80nrTiKo2D+Sc14h+z5lNa5Mgf2d5+7S2p+N+dHa1oqMlJ7ycEPA2eP4QXk46PHZgNpaiLSsXUw3RdZLsyNpLOoVqkjn9rycpVQnDA6OCSAA5h8I5UqkyoMXIQ2gMhEDIeorE4SLda4YIW/INVguh+htSD9jGuTANmRVxtUQogPzgniNYLEOmxso9qfP6CHHIsRfNrzZ3fV3TgNRtqQ/TMh2/RMbS2kfj4gFkkgHVR2qwmFoqQdWVK4BQAsmZDt4nabmmSULSS54srWjDVGlfAAAS3UlEQVR98DZ525paChA+NcuA5S0zgvb4fyIQHMgRNW/PlzZoTEVnUPSOCDQ/H21taJJ+CSMLo4JIbMDOKWfuOJ95uAQdmO1xuXRw2YH2jIvSTPukxEDXOMQQu6xHexZwm6wP0zKPXlmPJBYcWcfUNVrbRVKHLJOgmhEK/hz1FXCEoIrE4wg1xyiJwGJ6fE0VtVfLI6495t+qzbU0G+b9kO1zAqb5g0jg5bW+8muuXznRLpJWJGIMzj2ac73/8hY/34nsh0ZwAiu8mSHjoK3vuS0LPIROUpSW/4Gb3BIh4Eide8FT2ZiFm+w/H2MS3N8xD65HA4wKIrEGu6MKP8IohVLOQitzMzzhwSoRhmaPDkgE0BNsjFr6Z+9+i384Jzd/TC2h1V1LL85/x+ql65qqihB3jphzKUZDZBwBaAfAdK2vaxqWt/jE71QsQdJSRSdavbqK5oNUJUWqIN62pu/noPmtaOOQ80HlcuSoI3j+fMbZt/lGELQuiuoI15uv7yePcV5erjU6D6nCz5zHVU3cOKCW+lDWXzTPRQxWPeFbShgeGBVEAkgXMouj1AjKHcGCsvU6fe+Z+BkA4NO4lCGhnBuUon4toK1M2c4Str3z/ukITFOJ1eNlGlOVaIi5aDPW2sgEUg8d9tm3+NLa5f0itVLfsmlYOrctQ04ZkmnJD79jnHSCaqYq0Q6ZNSJN6pWkJZ52Uz63FG2Z5RbNQ1HmO6qHzwWpbPjZGJc2NWZBezeZNIw40tYkU6nCIcmbzJ3b2xaH16GHSOehRQhUCyoF+FipTm1NLUVbzTkuYXhgVBCJnbHBv8AsN9x3Kr5WejxuOaauiTnExTjZdnRgPuYF1+UGkBuaNp0Xcjw9wOShG3KEk29QynQmYwfFVGEcofBvTkC1uvj5BO87T/8p1QncsUsmIeIqwFlz83mWFj55OznCcuE0xBy25D4q8qDVzZXyDlqQHabK/svw6Nk8zG2vOW80J1X4SYRWVaam5sPzVWIgv6kMjUc6vsVSr2qqKI1AeEARYnv5gXk8RWkssoHWF3+cccZHUz1xv5YSRhZGBZHIICUOXGfOOWtatIQgQrVTT7AwJWLPubUmb8Noye3lf90jNZVwFqUXuwF8PbQc8RFSFa1p2O/G5n40Nnd6weFkX+UY5f/MeW6Rq4tHSOVqOomEZDa1rP9wktz5WJhLd91A6xwXNK4D7fh0y6UeUs9Cb6djam9zSW0al/R7oa4bm/M2W9GZGR9UkXhxhAC49VDJg+oRcKIM6JkH+XVyAvNyh7BQ7I1zeFKfHv9+Mxzy7QZa0/wLMpAfn9P8vYjxVJDVr4fAkLk/qsHaASLGGiy3Bp1NFCHnoiyO1Lb2v2isdD8nkB3qOEsYfhg1RCLG/eT3qxmBaF2SWue09QRet0V5DrQ2fa/fovDbmjqGEYhuuNj8h4XtePkLyFehGflzzQ5RNVKKzGaH2DogiY2fsxlA2P5PAZyZ5h5ozpGm5MqzurRQ6d3wkCjuya+3X+nm1wtnzp9LvxuREoTutE+HKeXgCI+XGpS326yPQ00WJFSV3v9u1helDQ7efPJ7LFpqI/pVZzUCt156fEIj22DA86DINSjHK9U9GpDpKtUTEBsK6FfJmapaYWtiEocvnSTetXqzGJYwtGCstSPdh20GY8w6oIYL7NDBngCeLtsu234ZtD+Sbc+w1k4ezINpatA9t6Htp621b9mG53doGC1EYllRvPey7bLt0dD2SLf/cm375Q5jRroDJZRQQgklvHShJBIllFBCCSVEYbQQiXrzzZZtl23vyG2PdPsv17Zf1jAqziRKKKGEEkoYGhgtkkQJJZRQQglDACWRKKGEEkooIQqjikgYYxYaY6wx5qPD1N4lxpj7jDHPGWPWGGOuN8YcMwztjjXGfMkYc1fa9mpjzP8aY4pjXG+/9k8zxvzRGPNUOt/HD0e7advnGWN6jTEbjTF/M8aoaR+HoN03GGN+Y4xZlY55zjC1+yljzB3GmLXpfP/WGKO4XA5J2x9I19ja9HOLMeZtw9G20pdPp/P+zZFo/+UMo4ZIGGPaARwN4PFhbPZ+AB8AcDiAWQB6AVxtjNl7iNudCBeC8NL0+xQAr0zbHg4v+l0A3AzgI8PQVgbGmH8BsADAZQCOSvvwh2EijpPgfMfPB2SwsCGF4wF8C8AxAE4A8CKA64wxewxD248B+ATcGpsJ4AYAS40xRwxD2xkYY14L4FwAdw1nuyWkYK3d4T8ADgCwCkATgBUAPjpC/dgVgAVw4gi0XU3bPnwY29wzbfP4YWrvNgDfFdceAPCFYZ7r9QDmDPc7TtueBGALgH8aofafAfDeYWxvCoCH4AjkjQC+ORLjfjl/dnhJIuWcfw7g89baEYsIZowZB2AugLXQIxoNNeyafq8ZgbaHHNL5fQ2Aa8Sta+C47JcLTIbTAAzrezbGNBhjTocjUjcPY9MLAXRYa28YxjZLYDAaAvxdDKDfWvvtkWjcGHMygF/AqYBWA2i11j45zH0YB+CrAH5rrX1sONseRtgTQAMAObdPAnjT8HdnxGABHBNyy3A0Zow5PG1rApwE1WatvXuY2j4XwKsA/OtwtFeCDjuUJGGMOcMYs559jgMwB8BZI9A2HZj+CS5O5zEArgbwK2PMvsPUNklSPwWwG4D3bM92a7U9QiAde4xybVSCMeZrcGdfs621W4ap2fvh1vdrAXwbwI+G4+DcGDMD7uzpDGvtC0PdXglx2KGc6YwxkwHwQ+FzAXwMwFZ2rSH9v9pau/8Qtr3KWhscYBpjHgDwY2vtJUPdNlO1HQ53LvDE9mqzVtvpvT0BPAXgH621N27vtkU/xgF4HsA7rbVXsOv/A+Awa+1xQ9m+6Mt6AB+01i4axjb/C8DpcHN933C1q/TjOgArrbVnD3E7cwD8EO78haABjiHYCmAXa+2moexDCQ52KHWTtXYdgHX03xjzVQA/EcX+CIc4vzuUbRfAGADjh7ptY8xYODXXYRgiAhFreyTAWvuCMeZvAFoBXMFutQIDSAKyA4IxZgEcgTh+JAlECtt9fUdgKYBl4toP4QwVLgNQShfDBDsUkZBgre0D0MevGWM2A3jCWjuk+SWMMbsC+DiA38KdRbwCzhx2fwC/GuK2d4JDlEcD+CcA1hizT3r7WU3C2c7t7wFgGpyKCwBeZYz5O9y8DwmxSuFrAH5ijLkdwE0A3gdgPwDfGcI2AQDGmElw+nHAIcppxphmAM9Yax8Zwnb/B04nfyqANew9r7fWrh+qdtO2vwjg9wAehTswfxecSe6Q+0pYa/8O4O+iP8/Bzfc9+lMlDAmMtHnV9v5gmExg4Q6ql8D5ZWxKv68E8A/D0PaBcGK39pkzDO3PibT9uWFo+7z0HW8C8DcAbximdXV8ZMyLhrjd2HsejrleBGBlOtd9AK7DCJh3s/7ciNIEdtg/O9SZRAkllFBCCcMLO5R1UwkllFBCCcMLJZEooYQSSighCiWRKKGEEkooIQolkSihhBJKKCEKJZEooYQSSighCiWRKKGEEkooIQolkRglYIyZk4aLeFmBMeYeY8zn2P8Vw5V0ajghfb83sP+LjDG/G4J2bjfGnLa96y1hx4WSSGxnSDevVT63bsc2bJpkicMvARy0vdrYgeFouCQ92w2MMZ8zxoyYl28at+rzcBGPhxouAfAlY0yJG0oAUBKJoYLrAOwrPm8dygattRusC1My6iBFknWBtfYpa+3zQ9mfEYB2AButtX8ehrauggvBcdIwtFXCDgAlkRga2GStfUJ8nqGbxpiPmDw/9SpjzPeMMbux+1OMMT8xxvQZl8v5YWPMBem9FWmxK1KJYkV63VM3EfdrjDndGPOQMWadMWZpGrmVyuxkjPkv4/Jzr0l/f9sYc2PR4IwxrzYu3/OzafjwW9K8AzDGjDHGXGSMedQYs8kYc7cx5hTx/OHGmOuMMRuMMc+k0tcUdn+RMeZ3xphPGGMeg0ujCWPMXsaYK9PnVhpjghDxUt2UztFcY8wV6Xw/bIw5UzzzRWPM/Wm9K4wx/2mMmUDzCuCzAA5lUuEc9p4Wpu9pnTHmz8aYmQXzNk+TSIwxNxlj/rtgyt8F4DcF92GMOdK4XOeXpv/p/b87HdN6Y8wPjTHjjMsT/qgxpt8Y8zUuNVgXgvwqAO8saq+Elw+URGJkYCuACwAcCocA/h+Ab7D7n4cL/30ygFfD5ctYld47Ov0+F05CORpxOBDAvwBoA/BmuLzQl7L7H4WLw3QOXL6AMWl/omCM2Q9AJ1z8oFa4/Mf/AxfGGXA5oD8Glxv5cLj4Vr82LhgejDET4fJurE/H3QaXi+MHoqnjABwB4C0A3pheWwQXZO9NcAHv/i0dYy2YBxdX60g4tdwPjDEHsPvPwc1xE1xsqNMBXJje+yVcQqf7kUuFvzTGGLjgd41w7+koAH8BcIOJ5xP5AYBXG2P+H10wLm/CMQC+X9D/WQgjomZgXI6PPwH4T2vthezWgXD5z08GMBvAO9J5OBpuPZwD4ENw74DD7XDzX0IJoy/A30h/4BDZi3BIkH++VPDMW+CCqI1J//8GwA8LylsA7eLaHLjIoPT/cwA2ApjCrl0I4EH2fzWAT7L/BsB9AG4saPtSuKBv4yL3VwGYJ67dCOCn6e9zATwLYDK7f3w6plexOXwKwHhWZnpa5vXs2gFw+QY+x66tAAvwmD7zBfZ/J7i8FGcWjPF9Yp4+B+AeUeaE9L3uLK53A/h4Qd2/A/Ad9v9LAJYVlN8tHcM/Kuvsd3AEYC2AfxP3Pwdgg3j/Hem8jmPXboQImgfg7XCMzE4jvZ/Kz8h/duhQ4S9h+AtcvmsOWdhjY8wJAD4Fx7lOgePCxwHYBy6a7LcBdBhjWgBcC5eWdDD66JXW2mfZ/8cB7JX2YUra3u1001prjTF3AHhlQZ1HAei0SrYw48Kn7wcXxptDJ/IzmSYAd1mXp4LgZjikVAXwYHrtHusnlWlKy/D+rjTGPF7QV4K72DMvGmOeQjoPab/b4SS7V8HlcG5ALhnF4DVwkYCfckJFBhMAHFzw3Hfhsrv9O1xOhH+FOyyOwc7p98ZIH5YAeJdliZgYPCLe/5MAlot39yTYXKSwAY5hoJSlJbyMoSQSQwPPW2sf1G6kao7fwyGLeQD64VQ2P4cjFLDW/iEtdxKcquX3xpgrrLUDTU+6Wfy3CFWMAw0DbGoXUeuka0XpRvn15wbRbgyi82CMeS1c8qaLAfw7HDF/O4Cv1KhzDByC1dK5ri147vdwksxsOIlqN7h3H4P+tL+7K/d64UJ4n2WM+Y0NM7Vp49auSYK4B9xBeUkgSijPJEYAZsIRg3+31t5irV0Ox317YK192lr7E2vtHABnA3i3MYYygm1GbU63EFIO8wm4cwEAQKpnLzrjAIAuALOMYnFkrV0LJ63MErdmAUjS3wmAI41Li0pwDNxa7Clotyctk/XPGDMNytwNEF4Pl5L1EmvtHdbaB+DUWBxeQDjfXXBpXbdaax8Un6iVmbX2RThV0Vnp59fWJdiJlX8Bbs6qyu1n4JiI/QAsYetjW+EwuPGVUEJJJIYIxhtj9hGfV6T3HoCb9wuMMRVjzDvhVB0ZGGPmG2NONcYcYoxpAnAagIcZp7gCwBvTejUOs15YAODjxpi29AD1q3AHs0XSxbfgVDK/MsYcbYx5lTHmnXQwDeDLAD6aXptujJkPx21/Nb3/Mzgp4cepldMbAFwOhyxV6QsArMs0eDWAy40xr0vbWwSnGtkWWA6g0RhzhjHmIGPM+/H/27tj0CbCMIzj/xdc7SQubdDNSQS3DhYEJRXcnNwcunaJ0M3BoUvbobgqZCiWLkWKk6IVB+lmVGzARUToIpkLnV6H5wKp6eWkTQkkzw+yXe4+Erj3u+95j6+/s+cXcCUibkbEpeJm/A4tq+1ExL3iv5yNiKdFkDzICxQM32dwYN31hv7CC2gygQrFDGoQGEahuIV+azMXiXNyB4XCvZ8WQGZ+Qx1ADTRDXEBdRr2OUED8Fd2ILqJtSrseA7fRtpKtM4xzDe0R3gS6L/u94uT1b4rxHwBz6GnoQ3H9RRTWAzxDhWIF+I46Zx5k5pfi+4dAHZhC+cIOsIdm1VUeoSWWXbRt7Ca6gZ9aZr4uxruOsou7aBmw1zZqC32Pgt+HmZkoZ9lFS4c/0La119DT1KBr/gQ+Ar9RcFzlOTAf2jb2pPN1UJBeA7bPUigiYho92TVPew4bL96Zzo6JiM/Ap8xcHPVYxllEtIGXmblcebCO3wL2M3NQyD2Mca2ijqh/Gy9sQjm4nmBFOF5Hs9oLqCPrBv2dWTYkEXEZLWddRcts/2uJ/vcZzsMfqkN7myB+kphgEVFDnTXX0dJjG3iSmW9HOrAxFhEJdIBGZm6MejxmVVwkzMyslINrMzMr5SJhZmalXCTMzKyUi4SZmZVykTAzs1IuEmZmVuovm5oftlN9epQAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot of the vertical component of the gravitational atraction at z=0 \n", "plt.figure(figsize=(5.5,10))\n", "\n", "plt.subplot(211)\n", "plt.title('(a)', y=0.91, x=-0.13, fontsize=14)\n", "plt.tricontourf(yi,xi,gzp,22,cmap='jet')\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "cb = plt.colorbar(shrink=1)\n", "#plt.axis('scaled')\n", "cb.set_label('$Gz$ ( $mGal$ )', rotation=90, fontsize=14)\n", "plt.xlim(np.min(yi),np.max(yi))\n", "plt.ylim(np.min(xi),np.max(xi))\n", "plt.xticks(fontsize=14)\n", "plt.yticks(fontsize=14)\n", "#plt.xlabel('Easting coordinate y (km)', fontsize=14)\n", "plt.ylabel('Northing coordinate x (m)', fontsize=14)\n", "mpl.m2km()\n", "\n", "delta_gz = gzp-dobs\n", "plt.subplot(212)\n", "plt.title('(b)', y=0.91, x=-0.13, fontsize=14)\n", "plt.tricontourf(yi,xi,delta_gz,22,cmap='jet')\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "cb = plt.colorbar(shrink=1)\n", "#plt.axis('scaled')\n", "cb.set_label('$Gz$ ( $mGal$ )', rotation=90, fontsize=14)\n", "plt.xlim(np.min(yi),np.max(yi))\n", "plt.ylim(np.min(xi),np.max(xi))\n", "plt.xticks(fontsize=14)\n", "plt.yticks(fontsize=14)\n", "plt.xlabel('Easting coordinate y (km)', fontsize=14)\n", "plt.ylabel('Northing coordinate x (m)', fontsize=14)\n", "mpl.m2km()\n", "plt.tight_layout(True)\n", "#plt.savefig('../manuscript/Fig/classic_fast_low.png', dpi=300)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-4.238354348474153e-05\n", "0.047513574961339435\n" ] } ], "source": [ "mean = np.mean(delta_gz)\n", "print mean\n", "std = np.std(delta_gz)\n", "print std" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fast Eq. Layer BCCB" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.1326472 seconds\n" ] } ], "source": [ "# Predicted data\n", "itmax = 40\n", "s = time()\n", "rho_c, gzp_bccb = fc.fast_eq_bccb(xi,yi,zi,zj,shape,dobs,itmax)\n", "e = time()\n", "tcpu = e - s\n", "print tcpu, 'seconds'" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot of the vertical component of the gravitational atraction at z=0 \n", "plt.figure(figsize=(5.5,10))\n", "\n", "plt.subplot(211)\n", "plt.title('(a)', y=0.91, x=-0.13, fontsize=14)\n", "plt.tricontourf(yi,xi,gzp_bccb,22,cmap='jet')\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "cb = plt.colorbar(shrink=1)\n", "#plt.axis('scaled')\n", "cb.set_label('$Gz$ ( $mGal$ )', rotation=90, fontsize=14)\n", "plt.xlim(np.min(yi),np.max(yi))\n", "plt.ylim(np.min(xi),np.max(xi))\n", "plt.xticks(fontsize=14)\n", "plt.yticks(fontsize=14)\n", "#plt.xlabel('Easting coordinate y (km)', fontsize=14)\n", "plt.ylabel('Northing coordinate x (m)', fontsize=14)\n", "mpl.m2km()\n", "\n", "delta_gz_bccb = gzp_bccb-dobs\n", "plt.subplot(212)\n", "plt.title('(b)', y=0.91, x=-0.13, fontsize=14)\n", "plt.tricontourf(yi,xi,delta_gz_bccb,22,cmap='jet')\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "cb = plt.colorbar(shrink=1)\n", "#plt.axis('scaled')\n", "cb.set_label('$Gz$ ( $mGal$ )', rotation=90, fontsize=14)\n", "plt.xlim(np.min(yi),np.max(yi))\n", "plt.ylim(np.min(xi),np.max(xi))\n", "plt.xticks(fontsize=14)\n", "plt.yticks(fontsize=14)\n", "plt.xlabel('Easting coordinate y (km)', fontsize=14)\n", "plt.ylabel('Northing coordinate x (m)', fontsize=14)\n", "mpl.m2km()\n", "plt.tight_layout(True)\n", "#plt.savefig('../manuscript/Fig/bccb_fast_low.png', dpi=300)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-4.238354348474153e-05\n", "0.047513574961339435\n" ] } ], "source": [ "mean = np.mean(delta_gz)\n", "print mean\n", "std = np.std(delta_gz)\n", "print std" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Mass distribution plot" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6,6))\n", "\n", "plt.plot()\n", "plt.pcolormesh(yi.reshape(shape), xi.reshape(shape),\n", " rho_c.reshape(shape), cmap='jet')\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "cb = plt.colorbar(shrink=1)\n", "cb.set_label('$density$ ( $kg.m^{-3}$ )', rotation=90, fontsize=14)\n", "plt.xlim(np.min(yi),np.max(yi))\n", "plt.ylim(np.min(xi),np.max(xi))\n", "plt.xticks(fontsize=12)\n", "plt.yticks(fontsize=12)\n", "plt.xlabel('Easting coordinate y (km)', fontsize=12)\n", "plt.ylabel('Northing coordinate x (m)', fontsize=12)\n", "mpl.m2km()\n", "#plt.plot(yi, xi, 'ko-', alpha=0.1)\n", "plt.tight_layout(True)\n", "#plt.savefig('figures/mass_distribution_bccb_low.png', dpi=300)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6.5,6))\n", "delta_rho = rho-rho_c\n", "plt.plot()\n", "plt.pcolormesh(yi.reshape(shape), xi.reshape(shape),\n", " delta_rho.reshape(shape), cmap='jet')\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "cb = plt.colorbar(shrink=1)\n", "#plt.axis('scaled')\n", "cb.set_label('$density$ ( $kg.m^{-3}$ )', rotation=90, fontsize=14)\n", "plt.xlim(np.min(yi),np.max(yi))\n", "plt.ylim(np.min(xi),np.max(xi))\n", "plt.xticks(fontsize=12)\n", "plt.yticks(fontsize=12)\n", "plt.xlabel('Easting coordinate y (km)', fontsize=12)\n", "plt.ylabel('Northing coordinate x (m)', fontsize=12)\n", "mpl.m2km()\n", "plt.tight_layout(True)\n", "#plt.savefig('../manuscript/Fig/delta_rho_low.png', dpi=300)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparison Fast Vs BCCB" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot of the vertical component of the gravitational atraction at z=0 \n", "plt.figure(figsize=(6,6))\n", "delta_gzp = gzp-gzp_bccb\n", "plt.plot()\n", "plt.tricontourf(yi,xi,delta_gzp,22,cmap='jet')\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "cb = plt.colorbar()\n", "#plt.axis('scaled')\n", "cb.set_label('$Gz$ ( $mGal$ )', rotation=90, fontsize=14)\n", "plt.xlim(np.min(yi),np.max(yi))\n", "plt.ylim(np.min(xi),np.max(xi))\n", "plt.xticks(fontsize=12)\n", "plt.yticks(fontsize=12)\n", "plt.xlabel('Easting coordinate y (km)', fontsize=12)\n", "plt.ylabel('Northing coordinate x (m)', fontsize=12)\n", "mpl.m2km()\n", "plt.tight_layout(True)\n", "#plt.savefig('../manuscript/Fig/delta_comparison_low.png', dpi=300)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.1460092857323856e-17\n", "2.274666698068662e-15\n" ] } ], "source": [ "mean = np.mean(delta_gzp)\n", "print mean\n", "std = np.std(delta_gzp)\n", "print std" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot of the vertical component of the gravitational atraction at z=0 \n", "plt.figure(figsize=(6,16))\n", "\n", "scale_max = np.max(delta_gz)\n", "scale_min = np.min(delta_gz) \n", "\n", "plt.subplot(311)\n", "plt.title('(a)', y=0.91, x=-0.13, fontsize=14)\n", "plt.tricontourf(yi,xi,delta_gz,22,cmap='jet', vmin = scale_min, vmax = scale_max)\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "cb = plt.colorbar(shrink=1)\n", "#plt.axis('scaled')\n", "cb.set_label('$Gz$ ( $mGal$ )', rotation=90, fontsize=14)\n", "plt.xlim(np.min(yi),np.max(yi))\n", "plt.ylim(np.min(xi),np.max(xi))\n", "plt.xticks(fontsize=14)\n", "plt.yticks(fontsize=14)\n", "#plt.xlabel('Easting coordinate y (km)', fontsize=14)\n", "plt.ylabel('Northing coordinate x (m)', fontsize=14)\n", "mpl.m2km()\n", "\n", "plt.subplot(312)\n", "plt.title('(b)', y=0.91, x=-0.13, fontsize=14)\n", "plt.tricontourf(yi,xi,delta_gz_bccb,22,cmap='jet', vmin = scale_min, vmax = scale_max)\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "cb = plt.colorbar(shrink=1)\n", "#plt.axis('scaled')\n", "cb.set_label('$Gz$ ( $mGal$ )', rotation=90, fontsize=14)\n", "plt.xlim(np.min(yi),np.max(yi))\n", "plt.ylim(np.min(xi),np.max(xi))\n", "plt.xticks(fontsize=14)\n", "plt.yticks(fontsize=14)\n", "#plt.xlabel('Easting coordinate y (km)', fontsize=14)\n", "plt.ylabel('Northing coordinate x (m)', fontsize=14)\n", "mpl.m2km()\n", "\n", "plt.subplot(313)\n", "plt.title('(c)', y=0.91, x=-0.13, fontsize=14)\n", "plt.tricontourf(yi,xi,delta_gzp,22,cmap='jet', vmin = scale_min, vmax = scale_max)\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "plt.plot(x_p,y_p,color=\"k\", linewidth=3)\n", "plt.plot(x_p2,y_p2,color=\"k\", linewidth=3)\n", "plt.plot(y, x, color=\"k\", linewidth=3)\n", "cb = plt.colorbar(shrink=1)\n", "#plt.axis('scaled')\n", "cb.set_label('$Gz$ ( $mGal$ )', rotation=90, fontsize=14)\n", "plt.xlim(np.min(yi),np.max(yi))\n", "plt.ylim(np.min(xi),np.max(xi))\n", "plt.xticks(fontsize=14)\n", "plt.yticks(fontsize=14)\n", "plt.xlabel('Easting coordinate y (km)', fontsize=14)\n", "plt.ylabel('Northing coordinate x (m)', fontsize=14)\n", "mpl.m2km()\n", "plt.tight_layout(True)\n", "#plt.savefig('../manuscript/Fig/deltas_gz_low.png', dpi=300)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.15" } }, "nbformat": 4, "nbformat_minor": 1 }