{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Multi-channel, bidirectional optogenetics\n", "\n", "Cleo supports the simultaneous use of multiple {class}`~cleo.light.Light` devices, multiple channels per device, and multiple opsins per neuron group.\n", "Here' we'll see how to use all these features." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# boilerplate\n", "%load_ext autoreload\n", "%autoreload 2\n", "import brian2.only as b2\n", "from brian2 import np, ms, mV, nmeter, mm, mm2, nA, pA, mwatt\n", "import matplotlib.pyplot as plt\n", "\n", "import cleo\n", "from cleo import *\n", "\n", "cleo.utilities.style_plots_for_docs()\n", "\n", "# numpy faster than cython for lightweight example\n", "b2.prefs.codegen.target = \"numpy\"\n", "# for reproducibility\n", "np.random.seed(1866)\n", "\n", "# colors\n", "c = {\n", " \"main\": \"#C500CC\",\n", " \"473nm\": \"#72b5f2\",\n", " \"590nm\": (1, 0.875, 0),\n", "}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Network setup\n", "We'll use excitatory and inhibitory populations of [exponential integrate-and-fire neurons](https://neuronaldynamics.epfl.ch/online/Ch5.S2.html)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "n = 500\n", "ng = b2.NeuronGroup(\n", " n,\n", " \"\"\"\n", " dv/dt = (\n", " -(v - E_L)\n", " + Delta_T*exp((v-theta)/Delta_T)\n", " + Rm*(I_exc + I_inh + I_bg + I_enphr)\n", " ) / tau_m + sigma*sqrt(2/tau_m)*xi: volt\n", " I_exc : amp\n", " I_inh : amp\n", " I_enphr : amp\n", " \"\"\",\n", " threshold=\"v > -10*mV\",\n", " reset=\"v=E_L\",\n", " namespace={\n", " \"tau_m\": 20 * ms,\n", " \"Rm\": 500 * b2.Mohm,\n", " \"theta\": -50 * mV,\n", " \"Delta_T\": 2 * mV,\n", " \"E_L\": -70 * mV,\n", " \"sigma\": 5 * mV,\n", " \"I_bg\": 60 * pA,\n", " },\n", ")\n", "ng.v = np.random.uniform(-70, -50, n) * mV\n", "\n", "W = 1 * mV\n", "p_S = 0.3\n", "n_neighbors = 40\n", "S_ee = b2.Synapses(ng, model=\"w: 1\", on_pre=\"v_post+=W*w/sqrt(N)\")\n", "S_ee.connect(condition=\"abs(i-j)<=n_neighbors and i!=j\")\n", "S_ee.w = np.exp(np.random.randn(int(S_ee.N - 0))) * np.random.choice(\n", " [-1, 1], int(S_ee.N - 0)\n", ")\n", "\n", "spike_mon = b2.SpikeMonitor(ng)\n", "# for visualizing currents\n", "Imon = b2.StateMonitor(ng, (\"I_exc\", \"I_inh\", \"I_enphr\"), record=range(50))\n", "net = b2.Network(ng, S_ee, spike_mon, Imon)\n", "sim = cleo.CLSimulator(net)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xmax_mm = 2\n", "cleo.coords.assign_coords_grid_rect_prism(\n", " ng, xlim=(0, xmax_mm), ylim=(-0.15, 0.15), zlim=(0, 0.3), shape=(20, 5, 5)\n", ")\n", "cleo.viz.plot(ng, colors=[c[\"main\"]])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Injecting a multi-channel `Light`\n", "\n", "A {class}`~cleo.light.Light` device can have multiple channels; all the user needs is to specify the coordinates (and optionally direction) of each light source (channel).\n", "A {class}`~cleo.light.LightModel` (e.g., that of an optical fiber) defines how light propagates from each source.\n", "\n", "Here we inject 590 nm light for activating Vf-Chrimson.\n", "Lacking a more rigorous quantification, we assume absorption and scattering coefficients of 590 nm light in the brain are roughly 0.8 times that of 470 nm light (see [Jacques 2013](https://iopscience.iop.org/article/10.1088/0031-9155/58/11/R37/meta) for some justification)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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DxRcfwOPxMDo6ym23vfYHft9vZVk273nPb9Hd3c3o6Ci/9Zu/yWfuvgfDMCiXy3ziE5/kfX/+Z2zbtg2Px8PU5CQ3XP8fb7Z985vfxIYNE+i6zu7duwmGQiSTqf/ya78QiVASBOFl9eSTT/J3H/wgd3/m0xw79gTbtm3j//zv//sDn/eRb36TL917L/d+6Qs8+cTjaJrGz/zsz64//773/QUf+vCH+Zu//muWFuf54hc+x57du3/g9/1Wn/rUp4gnEnzjoQd58OtfZXl5mf/v/3th+fqv/fpv8NBD3+CTn/gYiwtzfPKTH2fjxg3/wRlh9+7dfP5zn2NleZE7P/i3/PEf/THHjh37L7/2C5HU3dPnnu+LEAThezM6MsKv/dqv8t73/gmxeBwQFR2EF3y7749XGrH6ThBe4RKrCpe8rvtHqvad8OolQkkQXgUSq4oICeFVQcwpCYIgCBcMEUqCIAjCBUOEkiAIgnDBEKEkCIIgXDBEKAnCK4h9tv6ZdrbtgyC82PPfF99vcdkLgVh9JwivIJlMhlarxdvf/lb+/d8/Ry6Xw7F/NAp1Ct+ZrMj09PRw62teQ6vVIpPNnu9L+r6JzbOC8ArT3d3NW9/y40xNTZ3vSxEuMHPzc3z0ox8jn8+f70v5volQEoRXIEmSCIdDBIMh5G+plC386HFcl2q1QrlcwXVf2T/SRSgJgiAIFwyx0EEQBEG4YIhQEgRBEC4YIpQEQRCEC4YIJUEQBOGCIUJJEARBuGCIUBIEQRAuGCKUBEEQhAuGCCVBEAThgiFCSRAEQbhgiFASBEEQLhgilARBEIQLhgglQRAE4YIhQkkQBEG4YIhQEgRBEC4YIpQEQRCEC4YIJUEQBOGCIUJJEARBuGCIUBIEQRAuGCKUBEEQhAuGCCVBEAThgiFCSRAEQbhgiFASBEEQLhgilARBEIQLhgglQRAE4YIhQkkQBEG4YIhQEgRBEC4YIpQEQRCEC4YIJUEQBOGCIUJJEARBuGCIUBIEQRAuGCKUBEEQhAuGCCVBEAThgiFCSRAEQbhgiFASBEEQLhgilARBEIQLhgglQRAE4YIhQkkQBEG4YIhQEgRBEC4YIpQEQRCEC4YIJUEQBOGCIUJJEARBuGCIUBIEQRAuGOr5voAfhp6eHg4fvhzbspmZnSUWi1Gv18/3ZQmCIAjf4lUfSnt27+bWW1/D1PQUhmFQLBQplUosLS+zML9ANBYlnV7Ftu3zfamCIAg/8qTunj73fF/Ey8Hr9XLDDdfzq7/yy8TjCarVColEkmwuRzgcJhIJo6oqzUaTXD7H7MwcyysrRKNRyuXy+b58QRCEH0mvyjulkZERbr/9NrZt3YrX68UwTbZu3cro6BhPP/M00WiMtbU1APx+P5FIB0evuhKAcrlCIh5nZnaOeCxGPJHANM3z+NkIgiD86HhV3SlJksSll17CzTfdRFdXF0vLy7zh9a+jr6+PZrPJWqHA0OAgqqqytLTE3Nw8c/PzFItFAGRZJhwOEQlH8Hg8tFotisUis3NzLC0tEYvFyeVy5/eTFARBeBV71YRSKBTi9a+7g5/7+Z/jwa8/SCweZ//+/Vx/3bWsrKzw1FNPUygWiUajDPT3Mz09zdTUJGNjYxQKhfWAWl5eXr8z8ng8RCIRwqEQkiRRrVVZXc1w+vRp4rE4sXiMRqN5nj9zQRCEV49XRShNTU1x++23MT09xR23385fvf8DXHftNQwODpJKpclms6TTKSqVKotLS+e81uPxsGHDBNNT00xPTxEMBlmJRpmbm2d+fp5MJgOAhETYEyYcCXP9a67lzJkznD59hoXFBRYXl4hGY6yuruI4zvn4EgiCILwqvKLnlFRV5YojR7ju+mvx+/2cOTMDwE+84+0kkyk+eOddHDp0EE3TcBwXWX7ptqxWq8WZMzPrr+3u7mZqaorp6SmuvuoojUaDuafnWflmlNXZDHWjibHRorZWB0nioosu4uIDB6jXG+RyOWZmZlheiRKPxShXKj/Ur4cgCMIr3Ss2lLq7u/i5n/s59u+7iJOnTrGwsMjhyy/HdV2efvoZvv7ggwBYpkUgEMDl24fSt8rn8+TzeR577DFUVWW8f5wpY4q9g3vovLSLbC6LntfpWuvmudXj5PN5oL1gorOri6uvuQbXdSiXK8RjMWbn5ohGYySTSSzLelm/JoIgCK90r8hQ2rlzB6997a0cOXw5HR2dPHnsKd761rcQDARoNpvMzMysH2uaJpqm4rogydJ/6n0syyJ5PEVltcY3I48SeCbA6MgIB/bvZ6tnK3tu2E3MiDI3P8/8/AKpVAoARVEIh0Js2ryZnTt30mw1KRaKzMzMsrS8TDwWI3929Z8gCILwglfUnJLH4+G6a6/l6NErkWSZSDjMpZdeQjAYZHZ2ji/dey8/+7M/w913300sFgfgwIH9TIxPYNsWnZ2dPPvcc8zNzZPNZr+n9wyuhvCWfRjB1vpj111zLZnTWRJSnLEjo0xPTTE8PEwmk2Fufp65uXmi0Si2bSM5EgEpQCgSItDjBxmq1RrpVIqZmVmisSjxeIJmUyyYEARBeMXcKQ0PDfHzv/DzDPT3EYsnKJfLXPr619HT08Pd99zDyZOnALBME03T11+naRoTE+PU63WWV1bYuHEjV191FfV6vX2HMzfPwuIirVY7dJSWgmIpOIqD5bFwVBvZOnfYz7YtFBSSuRQLX13gq1/9Gj6fj8nJjUxNTfH6192B1+tl/tEFoo/ESC6kqcyXyQRy1Hvq+Ht8jI6NMr1pGsu0KJaKLCwssri4SDQaI5PJ4LqvmN8VBEEQ/stc8KEkSRIXHzjALbfczBte/zq+/vUHkSWJn/rJn0DTNIrF4nogARiGiaZpAGzduoXDl19Oq9XiC1/4IqqmcfLkyfZc0fgY01PTXH31VbzxjW8guhhl4atLpJ5LU8qWsGWbVqhJM9TC9ljoVQ+m3wAXzLSNEpYxmi/cPTUaDU6cOMmJEycBGAoMM2VOMzY8yqWHL6FarhF7Lk6iFudM9QyxcvtOTtM0IpEI+/fv49JLLqFWq5HNZjkzM0M0GiUWi1OtVn+IX3FBEITz54IOpWAwyC233MzByy6j1WpRrlQYHx/jpptu5Nixp5hfWOC1t77mnNeYpoHX4+Gmm25k29atPP7EE0xunMS0LHSPB2jPFS0sLLKwsMiX7r2XSCTCZs8WRuwR9ty2G8fjEpuLkTiVZMlcptxfJJAPotd0XMD2W6ijCnbxO9fLKy+VOVM4zTMrT6M+rjI0NMTo8Cj7B/dz05U3krZSzM8vMDc3R3p1dX1TbjAQoKe3l+vHx3Ech3K5zMpKlLn59oKJdDotFkwIgvCqdcGG0uTkJG94w+uZGB8nkUjQbLXo6uxicGCAf/23T7O4uMjAwMD6XdELJK48eiWlYpE777qLrq5utmzejOM4KN9h9V0lX2EhusCcPI970qG/v4/R0TG2XbaNywOHqE5WWIwusnBikWQyhbXZxBPw/IfXr7ZUbLUdWpZlEY1GiUajeEte5FmJsUtGmZqa4oorjmAYxtnFEvMsLCySTCaRLRnd8hAMB9m2dRt79uym0WxQWCswMzvL8vIysVicQqHwX/DVFgRBuDBccKGkKAqHD1/O2976Fq677jr+4i//H729vbztbW9FliUefewxFhcXATANA11/Yf5oz57djI6OsLy8wsc+/nEcxyEUCp3dp+Qgf4fVd5ItIdkSjmbhui6pdJpUOg0OhK0IPVd3MbV7kje/643IskylUqHRaBAOh9vFW13QGhqyLWOrDpbXxPSY6DUdkxfVzTu7r7ZQWyP9RIrHn3gcRVEYHR1lenqKw5dfzuvuuIPo4zFWHomRXkyRi+UpLpSo9lTRuhQi4QhXHDnCFUeOUK1WSSSTzMzMEIvFicfjGIbxsv3dCIIgvNwuqFDq6uri1ltfw4H9+2kZJoqisH/fPq644ggPPfQNuru74UXz/4ZpoqoqnrPDdRPj4ywtLxONRtcrK5imdTaU7PV9SoqhoDXbd1imx8RRHWzdRjVUTPWFEFENlTp1njsT55n5Z5AkiaHBQa6+5mqGBgf5pf/5P8hEMyw8sETiZJJcOo8lWbSCTZrBJj7Ni7eiY/pMJEdCa+i0Ak0M/wvBYdsWy8tLLC8vcf/999PpdrPJ3sTQxBDb3rwV2ZGIH0+QKCY4LZ0mvboKq6vIskwoFGLDhgm2bN6CabXbcszNz7O8tEw0FiObzYoFE4IgvKJcMKG0fft2XnvraxgbG2MlGiUUCqHrOvsP7OcjH/0oiUSS66+/7pzhuudr1L37Xe9ibS3PB++8iyNHDqN/yzGaprF3z1527drJZGCKlYfbczP1WgNHs6l11WiEG4QzYaSahKVbKKaCYipU+io4qoNW1/FUPVTiNeaUBcyLDD7zpXvYomxhVBnjipsvxxP0El+KkziRYNFeYG0gj28tiNrUQHZodFRpdFeRVAvJlXBp37lJkot0Nm2ddIvl8gJnsqfgCYXenh5GR0bZ2LuRq246SsVTXl92vrKyQqlUAkDXdSKRCJdecgkHD15GrVojk8kwMzPLSjQqGhsKgvCKcN5DSdd1rrnman7ll3+Jer3Ol7/yVcbGxrj9ttcC8E//9M/rq89Mw8TjeWEuZ8+e3QCcOHmCr33t6+vHqC8KJU3T0DSN6elpnn7oWRpPNpmcmuTwjYcolkpET0VJLKeY12YpD5bwFn0opoqj2tR6ajTDDbwlL8FMCNmWcVQH5sH1y7hZh/hqghXPEs6sQ1dnByNjI4xtH+VA5z6cnTbzsXkWT82xEl3GlA3ARQGQHJBccCUcV4KzAaWYKo5iI+EALtncKplcBm/JR2u+xfC+Qaanprnttbfi9/tZXllZr9OXzWbJJ/Noho4/4GOgf4CNGzdg2TblUlk0NhQE4YJ3XkNpYGCA22+/jV07d6KoKpZlc8UVR7j4wAHuv/8Bbr75pnOGnwzTIBgK4vP5uPXW19DX24tt2zz77HPrx5imScgbAmDjxo3cdjbc/vXf/o0Bs5/E8RTHFo+hP6IzMjzC6NgoB3su5YYd15Lyppg7Pcf87AKF8hrIIFsy/rUgruLSDLY3uBqdTeSqi6/oRwZMpX2NhcIahcIaJ60T6I6XjlSI6R0bufHWawiHwywnlpmfW2Bhfo5CPgeOhNrQkC0FS3UwPBamr4VeC2HhIkkuLi7YCpLk0HIrnD69xqlTpwCJ3t5epqam2LRpmuuuvYbC6QJLD0VJLiRZXViltlwn05PD6bAJh8Ps2rWTiy7aS7PRZG1tjTNnZlheWSEWi63fcQmCIJxP5y2U9u/fx2tuuYW+vj6WlpeZmppk9+5d1Ot1/v4f/pFcLscNN1x/7nCdYdIRifDT7343iUSCO+/6e37xv/3CS4b0NF3jqqNH2b9/H/fdfz+vueUWHKddXYGzC/AMw2BxaZHFpUU8FQ+B436Gjw6zfdc2brzlBorFInNz8yw+tUhpqUItUEMxFNSWgpt3UQYUVEPBkS3UloLle36eyEU1FCxPjaX4MkuJ49yLRCTSxeT0FFNTk1x1+SFquRpzX10hdSpNJpfHNM32XFSogePx4K14sbxGO7haHprhBobPQIKzYSWRzWbJZrN885vfxG8EmDKmGB4fYt+NFxEJhUmeTpPMJpnXZ0kUkuuNDX0+H5FIhKuuOorrulQqFeKisaEgCBeAH3ooBQIB7rj9dn7mZ36aRx97lJnZWbZsadeIKxQK/MM//tP6PhzTNNdX10mSxMTEBKOjo3zpS/dy7KmngHM3ywLIisLkxo0UMyU+/KcfpZgrcc2uJoqt4vodFElBciRc+ewdmAOyLZNupFl+eJmHH34YXdXZOLmB6elprrvuOpx+l9VUmtUTOfLFLEpcwVZtPDWN4kieQD6MUtNxdQvVVHChPXeEi7+m4qt5INViOXaMM088hOORGTe3MqJuYM/lW+ns6SW1ukrq2TQr7goJLYG34EdvaLgS1HuLNDuaSGcD1eXsYJ/k4LrtB+WiTLqQZrmyDCfae7zGRkYZ9gyz/4Y3owzLLCwsrNfpS6fTpHmhseHU1BTbtm/DMNoLJmbn5lheXiYajYnGhoIg/ND80EPptbe+hiuvvIItWzbzuc9/nptuvJGtW7dw8tQpFFk+Z2OoYRjoukYoFOL2215LV1cXq6ur64EE7c2yut4OpU2bNnHo4GXU0jU+/Qd3o5QVAlKQ0qNlAtEg7nYXs9PEk/Ji6zbgohgqzVCDVrCFYih4yl48VQ+rC1mij8RoBltsWJtgtDZG37ZudlyyCbNlYCUchroGKXVkqXjyBMoeZEvDCLRoRarovTm68358OR+uaoNiIBc9mIZLtatKPb7KCTXJs0kHv9/LwOAwgxuG2RY6iPeAy1I+yfLsEkvRGK2mgWOrSK4MEuuLInAlHFQcJGRTxlFe6OVUrVY5deY0i6VlvrRwLz27u5iamuKySy/ljttvJ51Ory+YiMVilHMV1KaGR9cJ9AY4dPAyLj90aL2x4ZkzZ4hFY6KxoSAIL6sfeiglU2nOzMzwWuAnfuId1Ot1PnjnXe1OsJMbzznWMAwmJia45OKLmZ2b44knj3Ho4MFzjjFNE4/Hy3XXXcvuXbt46qmn6cn0IlcVmpFm+4d4n9RePbfmpTXcoOG08FQ94EK9s04r3ERyJELpMHrNg+WxkFwIZsKorTp5MwcJWMkuoqgyw8MjbD0wzY6RbRy95CCZSIyFuTkWZ5eoldOEAhX0uoa/GEDqKKL6mkiSA66ELx9Bb4IlGUi+Fo7U/jwTsQLp5ZNQ9+MryIxtHuHAJZt5zS1Xk8qusrwSY2E5yspKGdcCraEjWwqu4tD0uFg+A1/ZS7sc+tlVfY4EuFiKycpKlJWVKF/+8lcIBAJMTm5kemqKN7/pjbg5l8WvrJCcT5JKpijHKiS6UjQ7mwRDQYYGB5mcnMS2LEqlEotL7WoYorGhIAj/1X7ooVQqldixYweu67K4uMh9992P67qYhoH2oo2wsizj9Xq5/NAhPv/5L3D8xAk2bJhYvyt6nuO6XHP11TQaDe76+7+n19dLn6e/vRfo7F5Z27WZ2D3GxsGNHDpwiMXkInNzc8zNz9OotZdJ+wp+9JqHZqSx/jrLa+Ate7B8BrXeMo5mIbsSKR12T27lM3fdjbbiMnJ5J5umhrnywDTNepx4Zp7cc6sU0xamv47c0pGbGiAhyxYh10DtT9JqBDC8Bo4rY1ge5Jof118hX86SPzbHsSckdG+Q4eGNjE1M8rpbrgfTw/zX1kg8t0Y6l6LZaOH1mVS76pj+Fr6SD9NrAhJaU6MRbmAEzt1QW6vVeO654zz33HFUU2VDdQPDAyNsvHiCg4OXUkyUSCwkWPQvsbi2QOVss0JVVYlEIuzdu5cD+/dTrzfweDw8+OCDzC8sisaGgiD8wH7ooXT7ba9dL5L6zDPPrq+uMwwD/Wx1787OTu64/XY0TeNrX/86x0+cWD/mxRXAt2/bRn9fHysrK3z8E5/Etm061E5Uv9pebg14vV68Xi8jYyOceOok6UyS3vFeLrn0Em6//TZSqVS71cQDcYr5IrItozY1ZFtqVwi3ZVzZwVVczEALV3bx+DVUSUaRTOokOXXiFHOnTQK6xdhwkPGxIJs3j4PbQ8UsUDhtUy3WaRp1dFtC9lSQN0bRlycwWxqWamO3XGxPnfpQHlWykfMR9LIP11aJLyeYfXYZx+MyZE4wbE8ztX+Uy/sPUMgXiJ1ME2skWPQsoa350Ws6DlDpq9CMNF6YP/s2tJpGKV1mtfkUTy0/ha7pDA0PMqqPcfXeo7zpwOtfaA8/N0cmmz2nseFv/PqvEQwFqVar5zQ2jMViJBKisaEgCP85P/RQ+uy//zv1RoN3veud59z1GGfnhrZv38ZNN97Is88+R71ewzBeWAVmGia6rqGqKtdfdx2bpzYRfybO/FOL6KseTL9JS26hdeloDY2uqS6uOnoljmPz1Fefgk5YLa1y/Csn+OoDXyPoDbJx0wY2bZlm52t3Uj/RJLO8SnY5RzaXxWgZyDbUu8s0ww6+shdbs5FcFydThe41pI4iPkMnVAnhbUoYyQazC8uYodOEFzYTym8gNKYyvCGC1QhQiRu0vF3U/YswPYcn14lb7kDqK6F2lZF8LZSFSdxUF65u4so2wbUgStWm0VehGmtwWn6OZ9LPImtehgZGGBoY4bDvMK+98hai5ThzZ1aYm5+jXqp9178PyZHX7wyf/3tYXl4hWUvx0JmH0J5QmZ6aYurF7eFfVKfPMiySp9LUilX8XT42bdrMzp07aLUMCoUCMzOz7WXn0ahobCgIwnf1Qw+ltfwajUYDo9VC11/YCOs4DpFIhBuuv5577vkss3NzvO6O278luNqr8d75Uz9Js9rko7/7cfaP7EeveAhkAjiKi+STCF7nZ/uu7WzZsJlnvvosIwOjuB6w+y3kkoKv4MNb9iFbCivzMWYemcWRXbbEttIb6mF87xh7OnaxtrxGdjmHHlFY8JxGVgJ4ij4ku4l/SxMjtoZqyISSHXhdF1+kiOKAHO9HHchAMEVtOUJtoUVu2cYbkAmPN+iNKHQOjmFPzdMoRckXolSrBi1TI1AMYzYkKgMpGrYP1wU30MSz2o1V8qLg4ioWsiLhmC1WVpZZXoyhV59Djrls3D3Bth2bufHG6yhVqszNzTM3P8fS0nJ7Y3FLRW2puLKL6TOxtfadzDkrEl2QTQWzy6ScL5HP53n0bHv4sbExpqenOHrlldxx/e3UjzXZ79nHcn2FXDLH2soa1d4qnoCHSCTM4cOXc/jI5aKxoSAI35Mfeii1zhYMNc7e9QD09fZyy803oygKf/O3f0u5XHnRMS8M101PTyHLMnPz83zz7scIxoNY2y3UoEIr0UJpKfjX/HgjXra+bhNf+MiXKKaKjFw6gtQFjmbhW/DhrLrYmo2tWaiGSigVod5ZJd/ItxvuRRfQdI3u4Q76d/VwdOgI13VdSXw2TjoRpbSWxki5+BwduaKiWxJ2TxHFVwPJwvWp6MUwUriCPBbDE66gSiD7ahihCoW1CNVYgXD3KgFfkKmJMA4BSjWTtdN+Sn4TAmUoy1jlCLalIikWLVPC8TfRaj5cvYHhyMiyhFz3Ymsm+VKBzCOrPPKNx1E1nYmNk0xPT3PzTTcRCoSY/8oisScSpNdSlMplLI9JradKM9zEW/JheyxcyUVtapgBg1bo3NCwLIvFxXYzwnu/dB9DpWHuOHIHkQ0Rrj90LXbTJv5sgpgeY6Yxw+pqhtXVDJIkEQqF2oVnX9TYcHFhiYXFBdHYUBCEdT/0UHp+U2Z7uE7noov2cu011/DMM8+yb99F64EEz88haei6zk033sDGje3VeY888k20kt6uyE27KCtA34Y+Lp86hF2y+dBnPkJDbsAIuCMOWkqlkQVP0UvJU8bytu8QDM1Aq+v4Sn6MQAur00KxZcAhayeZPeEQ+HqIcE+Q/j1hNh0cpCcwjZ2x2NdxgHQ5TtWfQZVM1JoXxZKQVBvJVEBv4gmoeDrXkFQHRTFRXMCVkCJr1KsVqpUqWHkUXcMX6KFnoJu+tTHqniZruU6KFYVqzcSu+mj1FKhtyKA0dTwlH64qIRkeLEumNlABycG3FkAv+8CRSSQTLBxf5POeLzAgDzBlTTG8ZYgD1+2j2WwQfTZBIhdjNjhL1VPBU/GAK1HrqdCMNHG077yqTm1qGBkTqRse+9JjFApFevt6GO0cZWvvNm65/Saya9lz2sOXy2Xg+caGYfbtv4iLLzlAvVYnm8tx5swZ0dhQEH7EnbdQskyLAwcOEAwE+PgnPkk2m+Xiiw8gy/KLKnwbdHR28q53/hTlcpkP3nkX/+P/99/RdX29WLhlWQR8AS66aC87d+7kyS88yeHLLj/nt27Tam+wDetBfAEfqVIKra6hGO0FEY7qgA22ZqNYMkawBbhIOOgVDdmSyLRWyZxa5NQpC5+uc8cNV+HJauzdtA2pOUUhu0o1WaFRr2JbNrIjo0/P4QmVYbUHyWOiKBauoaP2Z1C61nDKQaxkH1QDWBKUu4o4gRM4qy5aYhOeDpfJXSHcZohC1mbN8RD3laiNxlFKHUjVEC1PlYbfpeUzCWY68BaCWJqNK0MwH0RveCkPlmhkmpxpzvDc6nGUbygMDAwwNjLK7vBubrz6elbdDPMz88zNzVHMrH3XuxbZkZAdGVdx239nrsPqaoZcLM+zTx2nOVNnw5aJ9fbwHo+HpeXl9Tp9uVyeQqKIYqr4Az56Bnq4/rrrXtLYMBaLk0qlxIIJQfgRcV5CaWhoiImJccqVCh+88y7q9fr63Y6u6+tzDc/Xdvv6gw/y8MOPtJeOmya6plEN1fCWvUiWxOj4GEaryec++XnK2TJHO65A0zSa9SaKqWCUTcbHxhnaPUhRLrMjvYP0fIZ8Jks2n8NqWDTDDdYGcwRzIbwlH45qoVrgeExawQau5OAv+9DrHlTbonKizvKZKE91LzKQnqJT99G9VSFAH+U1l2axhmN3wfgJcFzcfBeuJKFNLqAM5HAbfuzZCdyWByVQxbY8SIvjyIMZ6F6ldWaMerNOMlZG9fvwT+iMDI1z0cDNNLdmWE6kWV4uEIvnMVo+tEoQb9mLEapjyzIgYXosPCU/nor37CrCdtDYtk0ikSCRSOAtenHmHcYPtHs6XX7kEJZltbvizs8xP79AvV5HtmS0hgauhOUxsXS7PQRatpFe1DxRbakY/hY1s3ZOe/j+/v521YhtW7nhuuvIPp1j5dEYqeUUq4ur1ON1Mr0Z3IBLOBxm2/Zt7N69i2arud7YcGV5hWgsJhobCsKr2A89lIaGhnjbW9/CaibDysrKejsFy2o32NN1Hdd1ec0ttzA2NkYsFuMb33h4/fXG2f1MreAa49u7me7aRCve5EtfuBfTsWh0N3D8Dr6WDykuE3SDDKwOElB9PPjcgxQfLqOd8NC5tYONF0+yW9/N2lyBnJtlbvQMGSmLP+dDa2kY/gb1/jW8ZR8dy33okoPjaSB7Wxg5F60QgJ4WFbeAUylSfspC1SHQA+GdDfz2BrRCN03XwAjWMFsubjEM3UXs1S5oeNEGMriuhOxYyKqFnetE6s0hjSaQfC20lk5DcyhbMgtPJJF8Ol2mxODoBDddvg/NG2QxX2DpG1kyuTKG0gAbtKYXHBnJkdGrOq1Ai2A21N7DdHa1nWzKOKpL0SiSeyrLsWNPIUsyI2MjTE9PcfCyy3jdHXcQezbO8ldXSC6kyefy2IpFvbNGI1LDKlloVQ2lpaIaKq7s0OhsnLOiD2B1dZXV1VUefvhhQo0wk+Ykg5sGueSWAwS8AZInUyQrSWa0GdK59Hrw+Hze9caGHGG9seHs7CzRaEw0NhSEV5kfeijNzc3xt3/3Qfbv23fOIgZoB87IyAhXXXWUbDbL17/+IFPTU+ceY5p4PDpXXnsF+/fs59Q3ThJ0QpQ7ypgBo70sPN8imA7R6e/i8I2HMAyTpUej1CoNXA0ybobsqSzzJxZQ/SrdU10MDg9y+57bMTdYJBfjJFMJUukU5E1MfxPVkpEkG8XroJkyrmZAdx2lEcAKVWj6qki6BapJLVihVXZR58bxD9UIb8oQCct4bC/VzCjOmodWS8L0N3BtGbsWwq57cCUXt6GD5CAHari6iRSoo1sqVsOHZqk0fBlWFkucmY2C9SQdXT2MbNjDlh0bOBAYpKbWSD6TI7tcYG2tjFJXUCyFWk8V02/gLfuwdQvJkZAthXpXDUs38RZ9eMvtO6pCusCDMw/xZd9XCGkhthhbGB4Y5uo3H0WRZeKzceLzSebkOTy7dNyTLtIatIJNGh0NTP9/HBJKTiHeirNYW+ThpyEcCjM6PMKwZ4RLb70Et9M5Z9n5tzY2nJg4t7Hh/MICS4tLorGhILwK/NBDyXVd8rkchmngD/hf8tytr7mFr33t6zz62GNs37ZtfUPt82zL4vrrrwfX5R8//E/09fZyySWXUD/2wp6cWrzB9NA005dP8fgTT6CqKt2DXUhxGVVSaHTVsXUbyZFxFJtMeZWV5WUe/4ZCZCzE8LYBdhzZzpHwIdKn0qSMJTKNDJV6Dl9Vb2/MjbSQzDpyVQJ/A7fpx+mKo2gWmmoh5cLIgNuRpN6s0aiCJGlokge9HCAUknFlP0ZJo5oM4TTBsW2clgd5NAYDKdyVCXBAQkKpRHBCZeyOElJDJ5TtRqoGacx7ePr4KR4LPEVHtp8RY4qezn72XLYTFQ+Z+BrZZg5JdkkPpNu1/WoeXM2l2VulGWoQyAcI5EPYmo0rO/hKfvS6h/JgCbNksZKMMZOeRXpGoqenh9GxUSY3buTwnkP4t/rY9WPbefKJFiuxle/eo8kFyTq3Tl+5UuLkmRILpUW+sPh5+ne2h20PX345r3/d60gmk+shFY8nKBVLaE0NXfEQ7PFzySUXc9lll1Kr1shms5w5MyMaGwrCK9R5aV1hmuY5FRx8Ph+vvfVWNE3jvvvu48ljZyuAm+Y5+5SmJifp6uoiGo3x8U98Asuy6OjoOOcYn8+H3tIZ2TjE5z7/efK5PFu3bkXXNRzXxQ24KJaC6W9vTIV2e3RsGReXRDVO8vEYx6yn8Pp0xgYGGe7qZ9PhSaxKhexKinJuFasgo0X7UfQGzsYobrIfZ7UfN1zCcWU8ioXSXcLBxlrtgrUusBUMxabpb6BtncVa2oNU7MY3XqNL8VAr+DEaNk5zgMbgGZxIGbLdOK6CNZTBCjaQGj680SGklhfLY+BaOsFMhEaHSs1fIr+SJ58ocPrUDL5OPz1bexjdO8L+jr3tpoPxBebm5lleXsY02/uWfEU/ps84W6QWLK+Ft+zFW/Rhea31ArAuLtlclmwuy4naCaQnJd7xR2/F4/Vyx+tuw+fzsbS0dHZv1Hy7VYbbnmeSLRlXcbC8Jpavhb8YaLfmODvOJ58NKkNpsbS0xNJSuz18MNiuYD49NcXFP/ZjuFWX+QcWSZxKkoqnqcYrpCJpGt0NAsEAff19bNgw8ZLGhrFYjFQ6LRobCsIF7ryEkvF8KHn0s11mbyORiJPN5l66JFzXkWWZo1deyb59F5HP5zl+4viL2lsYKIaC0lQZ2jDAHW+4HWve5unHnyVfapfDsWwLWVZwHRe726YRaeAt+3DldpFUgEZHHU/Ng9rQ8VU8qIYKkkMqvspycAlXd9iwNkrXFAzv7CFkemBoAL9mUgwnqdhZzFQ3RjmMZyCFPRZHzfVgLW5EslXwNlB0AyvXjVPzoexoYesVLCtEYxlKShO9s4Z/ewm1NEpXboS610Olw6RQNpAaFlKwjluIIDd1jI4yNgq20sJRy3jKEcyeEvWuErYq4aJQ1NdIpOI8FzuO1/bRmYwwuXOS19xyM8FgkOWVFeYfWyCTy5GRV4F2QCumAo6EXtMxgi1cGSRbwlVe2FyrmAoVuUyj0eCxxx5jdmaOvv4+pqen2Lp1CzfccD3FbJHZBxZIPpsgk85gORatYItWsIle1/GWvVgeC9mWUAyVelcd22si44LUbhbfqJV49tljPPPMM8iuwmRjktHwKNP7p7j81oMU4kUScwmWvEsslBfWl5KrqvodGxuuRFeIRkVjQ0G4EJ2fUDIMDMOgp6eHH3vzm3jgy1/h2LFjvP3tbztnnskwDDy6zjve/jY0TePv/+Efufqqo+t3WLIpw7xMK2xxme9Sdo7t5JG7H2PT7knwgF7VMX0mVt1CysmERoIMHu6jrFUoPVVCX/PgqC7Nrhr1SA3PYi/hVARXc7B0E9lxCawFsXWTRqjImrFG9YxJ4gxsv3SE1mAOn6Yyph3B7TbIa2Xq5QzNaidavo7jr+JWwliShaqY2A0vcrCKFK5iZ3uRIiVU3WjvB5JtDF8dsynTOjGI1NsksLVAx/gAG9yNFFIahWCeZLFB0dfARsFp6Wg1P46jIrVUJFxsv4FrejD8TdodDSXUpkrT2+D0corTK2fAgZ6ubqa2TDM1tZF93n0YIYPYUwkypzMU8kVouBg+g0pfmUa4ga/ox9YtXLm9udbwGzTDLYxVE++Sj87lbpqpJk8uPskjD38D3aMzrU4x6o5z6ZUHCPWESMaSxI+nWGktkB5K4iv50Boarua0SzlFGijKCz2inicDSBZaXaMcK/Nk8BhPxo6h6zojw8OMBMa4attR3njF689pD5/L5V7S2PDoVUfhRY0NZ+fmiEVFY0NBuFCcl1Dy+XwcOniQYCDAP/zjP7G62v4t3fiWSuHDw0P4/X7OnJnhvvvvx7IsjLOdZXHAnwngU3z4Ij42HdjE/V94gEK2yMTkONImsJIWakODikvHwQhjOw+SLWa4dfst2N0O6WyaRDxJMp3CURzss036LMVBNRQUB+odVSTJRa+1V7O5yDiSi2VZ1FtFUqcKLLVUwlsrdI+qDE/5CZrjFLPDNP2L1AfL2G4Ds6mjai2UQA3X18CoRpC6CriVCHJXFiQXWXIxUr1YDT+2L0EtY9CItrDMPGHvABGnj4t2bEYe7iBrlVl9ukWhXKVRN6Dpo9lRo9FZxZv24an4sFUHxdRwFJd6Zx3ZUvCWvHgrXpwVOD53nCdDT9Kx1smoNMaA3sf2XVvxXxYgu5wl28qhWyrLXctYHgtvxQsu65trtaZK8xkDrawh46LWdLw1D5V+aAVapKNpUlKKby58g1A4zOjoGKObhtgd2oK6G5byiyzMLLCwvIhltmgPoEog2TiO3P7/dS6KDTI2styej7KMJktLi0SbUdwnJdRTMlObXmgPX61W1+eiFheXSKfTSLaEZumEwgEmJ89tbDg3N8/S8pJobCgI59F5CaWf/ZmfplqroWnaeiABmGeb+smyzNVXX8XePXuQJIkvfPGL68c8PxelNjWGvcMcvvkwalDh7g/fg2mYaJKOsWKg9iqURouE1TD7X38R3Rs7+ey/fw4pJZH4WorghgBjG0bZcngzh3yXkUuukUzFSAWTVNcqSBa43haWr4Wn7MVbDKAaKq2uKorHwLKGkBJdSCUL21+jbGWpR03SUQmv5hCW+wiofQxPebBcl/KyjLHmYNTq7buanhzy5jM4NR9Opg9XN3BMFaMYwQ5VsTQLN9+BlO1BbnnImxpZX5onxp6mO7uDbmOM3rF+tm7dQjVrkCuVCaCyIC/SCjbxlv2oTY1GR51mRxPTYxNJdqBXvVje9h1BIBdCa+qUO0uszq5SKVU5PXsGb9BL96Yehi4bYCfbUXbKLNeXmZ+dZ2FxkWarCQ6E0xEcycHttrGK7XNqdR1fwY+lt5BsCcdjg+RQrRSZOZ1nxnkGTyNIMOFj4+5xrjh8Oa+7/Vbiq1EWFhZZWFhmNZ1Blh0cS0Zp6ci42B4TRzdwZRvZdnEUaC8BcVFNhUakQSFfJfvNdnt4TdMYHx9nenqKa6+5hq6uLpafWGb54Rip+RRr0TVKvhK13hpKWCESDnPw4KUcOnRQNDYUhPPovITSn/3Z+9izdw9vftMbz3ncMEzC4TA/8Y53IMsyH/rwR3j3u96JpmnrQyum0b5TunjPAXZIOzg5d5KLLz6wXgXC0WysqoXWpzE2McYdt99GJpul0WiQz+cZKA1gqxbZtSy5TI6nH30GPaAz7h9naMMAR666En1QIZZcIrqyRDweR83q2LJFrbeIp+pFtlRcS4JCCEdNIfmbuJUAatmPbGmYssMakBuNo/tb+E/vxhNSCG1s4W12USu6WJoJrU5aPWsYdT9uIYwdaGJvnsdJDUB8CLvUAYqLq9hoa34cS0VyJNakFM0VH9F0CkVRiAyG6d3dy15rH5coR8hTJpVOkUymaNkNHNXBU/OgVz00w42z42G0735KPpqhZntFosfG9liU1BLJfJLj9z+Hv+InHA2z4bJxrrr6KG944+uJxePMPTtHurCKFLDbPQVdt71gxLXR6hqSK+F4TDRTwfK47SaHuKgtBVevkcwtkvzaCb7uSPgDITZOTjE1tZGD+y/FdmH+uQWiD6ZZjedpNZvYHpN6V5VWpI6vEMTymNiShNrSsFULI9xAelF7eNM0mT97l/RFoFvtZpO5iaHRYfb82C5MwyJ+IkGiEucMZ8hks2SyWSRJIhj8zo0NY7E46XRaNDYUhJfJeQmlfD5/ttX5ucu9A4EAO3Zs5+mnn+H+Bx5Yf1zX9fVQcl2XbVu3YvaZPPC+r5Izc1x88QE0VcO2bBRTwdJtNkxNcOjIQR544MvEYjHe8Y634zg2kiIh2RK+tXZ1BsmVsFWbJCnOlE7jqXrp7uliZEsPOyZ3cGj8cjJTObJrMRKNeRrzBnLFg9UABqDRKOGzFLTYMLLsYAerYMuouW6krhJ2V5Ga1aS5BuU1CSVYITRewteloacuJxw0aAZt6lKTSl3GqoSxO6q4p7bhWBq2t4lkaThdRepeAzUfoe5vofSvYflbOK7Empxm7tklIotxfOEgnVd2MX5glEs6D1CcK5P0pFiJR1nLFNuB5LYXNMi2jGy355xawRZaUz+nOaJkSdjYLKWXmL13hnvvvY9IKML0pkmmRifZfd1OVL+MtGEzalRhLV3ArrfDx+jWMLqq6OkO9KoHV2/ixUWXTVqDWUJ6A63sRy35cSSbePY4s8cfx1VVBrqGmKhvZfPABIcP7SdfWiMxu0oqnSQWWaauGWjlIIqtYIQaNCJ1LH+rfdmScjaYzt2924obLJQWOZk+hfykTH9/H6PDo2wLbeP6668jL+eZf1F7+P+osWEun2fmzBlWojFi0ahobCgI/4XO0+o7Yz2UJElClmWuueZqNmyYYGVlhS/de+/6sbZto+satRqMjIywd+8eWq0W//Cpf0IzdXxFH1bFRkPDrtvous7ExeOEB4J85AP/QnGhRMQXxlqxoQFOh0NwLQi21G7doNjoVR3FVihoNpX+Mqw6VO4tcUY7gztgMbxpkGH/EIcjV2N4LfL1PLps0MyaOH4ZS7LxVEI4kSpuLYgigTmURjFViA9A0wOqhSS5uLJFRcpRjQZx4xH0PasEeyN0b+hm1AiTzXmoBOIUhgya9SqupYDkYmoWtiMhmTqS1sDVLGxPC0eWcG0VuaahNT3kunPEj8c4fvw5VFljpHuEkaExrjh8BeqkRtbJkXgiSXYhR7PSRG2q2KpDYSyP6fXiK3kxve3NtYqh0uisYXqN9lxU2YdkSZyZm+XZyLMEqj5u2XkzjXyTyc5JLtoWYS2WJ99Kk25BTFqmMpQnUpfxOw54LIzOImqoTDjVjVLx4+hNLNODnorg6Yb6QIHKSpqFuMFs54Ooc376+4YYGh1mcmA/vk2HWA1FWZyNsrAQp1ppgiQ9f/OHi4XjqrjtNXw8H06qqWKr7eXgjuuQSqdJpdN4S16sWYuRA0Pr7eFVVWVxcakdUvPz5PN58vk8kiMR0AN0dnVxzTXX4LgOlXKFWCzWLjobi4rGhoLwAzqv+5SgXd/u1tfcguu6PP7EEwQDgXOOfb7b7GWXXcqRw4eZm19AVRRaRguzz8RVXIyaidfwEBgMcM3br8LpcTj91RkaT7XwOT4wZFonDbwrftgErgqS7aIaCqDgaA6mv10tXLJMsAGpXZK11TA4ET9Oam6VUK4T7yT09XbT4+ulZ9ylc+Qy8rUlylqNplls9yUKNrADFTzpLtx8GGQH118Fj41U92MtT4CpAi75qgSVOlhNVHWNDmWQjlA/I/v6sRSFzEqd0rJNKd/CrakYHgtneBWrs4Se78JU28sBlEq7hJDha6I1NbSqB7WlU1gpkTn1LPfP389Ia4wReYy+QD/bb9xOo1Ank8iSbqUx6wZGoIli+tHq7VWLlf72ijj/WoBgLoij2jiKTaDkw9NQqfUWafmaZI7niOVjePw6nRMdDO/vZIv3EAQuIT/2DMnoGVLxFI5dxqcb6PkIes2H1ZtDk0ClDJaCsdaB4ljYGHg0s11Y1qmQiC+QiC+iVv0EFrz0X9HDzr0buOHag+TW6szFMizMrxCNxsF2kCUH1wHJ0HBlF1tzsDwWek3H5EUr7M6OwFXN6np7eEmSGOjvZ3p6mp27dnLzzTeRz+WZf3iR+JNxsnM5WrQoRooY3S3CkRCbNm86p7Hh7OwsS8uisaEgfD/Oeyj9xDveztPPPMOXv/wV9u27iK7OznOOtSyLm268gWAwyIc+/BH6+nrZsWMHAI7mUBuo4j2gMembYu+lu/jqQ19DXVbpTvbiKg6toIWjOehjGkPBIbYMbiZxZYpYLkoumsNyLEyvBZKLrxDAUWzMYJNa2EB2XLw1P7gultei3lGmmZMorpZxdrQITSusLWXo39TB5K4x6M+SK2cprTUplFyohCBUx+qsoBU6wbZwJQeSg7jdBQjVkAwVqdgF5SCWA3nHIVObwfLOElrZRVjtYmijj+mpLvK5FsVaGZ0WmdAKTiWIWg3hqlAaKOMpm3iqXjw1H7ItY6kOet2LbNtoTZ20ksY5DXE3hvSsTMdQB/27+tg3cBH7Y/speoqkc2lS8RQ5J4cZMJAtGf/65loLCbC9Bp6KF0/Ni7zBxRmxqGllqorJmrnI8pMmekujr8fPcMhk145+rjo4Qb5cILMaI/OQQtnbQpYdFNlEl010RUbyKFTVKvRVcIpeGrKB5UhIqovjSmiOQ9GMk3xqliceP4bm1RkdGWViYpLbbrgan7+TpeQyi4+uED9WoJlr4kjQCrVo+Vp4NC+eigfTZyI5ElpDpxVsYfpeKIvkuu76XdSDDz2Ex+NhOjjNuDHBZfsuI3C9n9TKKsm5FEv2ArFijEKxCIDX6yUcDvPHf/xHPPnkMebm50VjQ0H4TzovoYQLN95wA67r8uUvf4VjT52t4GCY5ywJHxkZwe/3UygUuPOuv6fVatHREUHXXqjg4PV68XZ42XHxVj7y8X8hmUxyYPIAaktZ75lkOzaSJLH38j2snIwiKRIHr7mMQIefZCLJSjRK8ngKu2VT72zhnK1s4MjQ9Dfw1D1Ikkujo4ZmyHiqXqy6hJtSSc8XiNor+GsBuiM+ujdKjA5vYpPXR85o0QgkKTlFTKOOWgyAC26oDBtWcIohtOQgct1LS7WQbBW50IkVrmFPrlCv1GmUFFLxPFIoQWTCR9eBHjasHsEJ2KyGy6RXSyRXy8iUqfVW6J0ZRK94MUMtFEOhGWzRDDfwlf1UeyvUu2vYqgMy5Mkxd3KW4FdC9LS6CV8VYnTfGAdu2kd5oULSTrFcWaQQLWHoZ3+Yui6KqeDioNV1XMVFithQbiB7GmiqiSy5eG2ZqrXCzEyUlaUGuu6lt7+Xwf4e+reNY/do1AJpSrEC9WUJqyZDOUjA36I2lkLqXiNYiOAE6jRMGasUxvU1kDpL+Fo65IPQ0knEsiydiHKv/lUind1s7NjBmLmRA1cP0VQaRGNxUmfyRJtRKv0lfMUAWlPFlaDeUaPRVX9hU/C3YdQNEjMpUk4ac9YkEokwNjrKyPQIe3p2oV4ks5BYXK/Tl8lkcByHZCpFvVb7jo0NY7E4q6urok6fIHyL8xJKt7zmFvr7+2g0GiSSyfXHzReVHnp+uK5SqfLoY4/TarXOHvNCN9qhoSFed8ftuK7LfffdT/LsuUzLRFFVcCEQ8nPVlVfhuvDIN76Joigsppd4/DHwD/kY2TDCeOc4+27YR2WtQrqVJhaLsbacB8vF9ljIlkMrXCeU7EB1ZFxPC0excPNh1FKImgrN3hxryR7qCZWoGkMfKtPb4yFgjtBnTdDskqn7i9TKDZplFdtjIAUbSPMbsfxNMLxISJjDSbBllMUxaPhwAMdRaZoNCtVVFr4ZJzA/jm+XSe+OTnZv2clhTy+ppTXi/hjpep5apoILWEEHW2/3i9IaOji0l4O7MpavPYwlGzLeipeCr8jy3DLPLRxHVVWGu4cZ6R7hyiNXoAxq5KQs8ZkY2eNZGvkGakvF9LewHQO5v0FgTsY5O7ejND0ougE9OfyuhbraCXUfhaUGmchpZE7RlZkk3OEnVBmmt0ulFW7R7Khj6hqesg9zehY3041d7EDFodpfp9LRRK170VM92KaKhYZe9mNWPVQGChTya5x5+jRzlShmh83Q0CCjo6Nccu1ejhiXUxwrsJBdYuHUIplc5j9sYvg82ZZRTLldXR0olUocL5U47pzA3/ATXAowuWcjR6+8kje8/vUkEgn8fj/dXV0sLi6uL4LQVI1I6Ns3NoxFY0RjMdHYUBA4T6H0L//yMYrFIj//cz/70goOHp03v+lN9PR086EPf4Rrr7n6nNp2htlu2HfxgQMcPXolX7/3QaY6p1DmNAKpIGbIwFBb6F0qY+Exjtx2OcvLK0SCYdSWSmR3mH1X7CX3WI7ymSpLX1nijG8Gc7jFROcEw81xLu68GKVLJlfOklvJkmmmqfblkaQwsqniuB7cooK2QaXRUUXPh1ECEpIDpiOjAi23ScyNETitomYdvBN1gj4vXb3d+EYkjIG9lN0khXwJwzXAlsDfxAk0kWL9KLkQ+Ou4XpWW7KLW/Tj5CJIrI8mQbK4SfXqVx6xl/L4go8EJRnaNctFt+2lUTRJraVafybIWK2KbDtgStZ4qjUiDUDaC7EjYWnuRh+RINENNJFdCr3jQahqFlRJr8hoPRB9g0B5gzDtKv7efLbs3Y7oGqyur5Fpp3BkTzdPE8tXx1DVc28ENV7CGsvj9VfTlQah7UHwttKaGp+LDHUph9Z2mfGqKSk5B66zi7bAIbyrhH7CwVodxx10q02usZTPodRtdkpBKPbjJTVgeAyJVrFa7w65eDBIs+zC662iWhKmZuJZDPJogHk3wCI/S7fTSe6SXyUunuerqozQajfbG2rmze69ePKzm0p4blF0cxcFRHRRLwVJfWMCgWAqmZLEUW2J+dZ57772PcDjM1OQkN910I9dddy1XX30V83PzLD62TPKZNK25JjnPGs1IA61Po6fnpY0N5xfmiUZjorGh8CPrvIRSs9nEcZyXLAuPdETo6ekhn19bH64zDPMllcJDoRCXXnYp//KPH6P8ZJWhvSNodb3dfqHkwx2Enlu7ORy6nCc+9yTRWJyh1wwxuGuAmCeKJ+ulN9JL/9Qg9phFza2R9WZYzq9QfqrKacA3oNHf3cvg2CDburdiTFxEXE1RSOSo5prYpovaq9BI1Qin+1AiOlZ3Aamrhm1KeHLdINtYgSaulccpKFRKBgRS6ANVQokhOjYPM7SzH3u4ytpalbVSgVKhhVKO0PIZGJ1VlGQPkqNiKwZ6LoLpcWj569iyhFYJ4Sn5kW2NhJVldmWRVneTyfo0A55htgxuIbQ3TGYpR76QQ5UkYmqMlr+Jr+RDaam0As315n/+tQCeqgdbs9HqOigO/pKPVGeS1pzB6moGJ2TS2Ruhd1MXu7dsQ55xCGsaDGuspVJUqWL25ZAjZTzZIEpTQ+rLtlceKqAaMp6SH23XadyqBzlcRu0sIocaVBWDalaCNZdAuUzvDoXJoRHqjsRascrqTJCsDdVgFdfVUCUTW1axPC3Uqge9t4yjW2iGp72p13UBCdmWqNZqxI7HeHThcRRFZXx8jOmpaY4evZI3vOH1xOPxdkWHJ1coz5ZRDAVbs9ubj0MNgtkwruSe7U6soNX19lCo/kKB13K5zFNPP80VVxzh7ns+i2WZTHs2sVXeyuFbjlCuF4nPJ0muJlnIzZOste/sFUU529hwK7t376LVarG2tsbs3BzLS8uisaHwI+W81b57/r8e/YXhuiuOHME0Tf713/7tnGO1s3dKAwMD3PbaW5FlmTvvvAtWJALVIG6vg2rLGJkWASnI3r6L8Hf5+cfZD2GqJuOHRsn355nYMc52/1bmPrNIIp2gIBXwhXx0eiNMNaeZ2jVFQ29QqZYopUvMrcxzMnACJS0zPjNMD73s3rMbJahQKZfQ0hqB4gBOw8UcaKDILrIt46jgeizUfCeG5CL3lpAtBcoRpHIHVtNH0zVJqDPohQTB1U46xgJMjm9Ai4RZLXuodKZJGTWMUhOlEEa2gjiuQn0gjWRoeLNhtHIESwIkCU85gOW1qPZVSBZTNJYdZrxLeMIeejb0MHh4kM31zRhmi0wjRzKZZDW1Sl23KXWW6Ix2EcyGaAWa7eEqv0G9s4qn4qEVblDvrqC4LmagQUnJsBCz8J3ycMB/Efo2g/5dAXZdtodqvEbBilLoeRYzZkCwiiQ7ILmokoXmdVCrAeSWB7kvh2SraN1FkNolhlwbbLtJrZmmOF/FcT0EAhGCoS42TfUzXtlMJVIjk62QnndpJL1oNR+27KJ11zA6yvgrftS61p5TtGT0uodGqL0B11PxoTV00qsZ4scT3Ou/j3AkzNTUFBt9G9k+tQM2Q3ItSXIhSSqRJhfJUu2p4Cv7UVsaruJQ765R6/72w22SJOG6DonFFPVoi6eVZ1HDCiMjw4yNjnFow0GuGbqaTO8q8/MLzJ+tqP7ixobhcIQjhw9z5MhhqpUqyVSKmZkZotEYiURifThbEF5tztPquxdCyR8I8KY3vZHenh7uvucebnvta7/l2PYc0r59+7jm6qt44sknOXTwII16g45qJ7bHwnYsVE1lYGCAq44eJXsySzVdA6/L2MUjNBoNPvfo52h9vUW/NsB0a4qxPSNcOnwxpXKZWCxGIpbATThEImF6tvTQRw+W1aJcrVCaL5KdK5JUU2gxDf+gxsZNowSdPo6MHaHWmaPQ6WEtEaeeNpAdCTQbV7IxOop4071ITQ8SMrZuouS62kNDhkqrfxVrSaO0AitKCaXPJdI9QGfHMBusHVRsibWOIsV0nUKliRGqIxs6kVQflishay6YEtW+Eo5s07nSjdrUkSSQJZeqVSVdSnPiK8/RHesjPBBi4Kp+9u/dR9ATIHkiTdwXJ67GaTYaWB4bW7MwfQaOaiNbMmpDw/Ka2JqF5W+1+0m5Ep6ajh20qFglTj/0KB7dpq+zgx55gC17p9FNh5JZpWJnqUabOHkNxVBxmz7cvgzqUBLyHTiFDqRQFRwZpxBC6SihdhYwS51QjFA2NUq+Mi3vN5FyNbxrQ/R09TMa2UjTL7OWqVGQVjFWu6n0rFEbWEPNdaLVdFwFGh01ah1NgpkwnlKgXfXcAUd2qXfXKFPm6SeeZjm6goxC10QHYyNjbD+8nYMcolhbI9YZY/7MAuloGkuyzrlD+nZcl3b9RFNpr1xsWWfLKC2iGArdoW76r+9j2/at3HjD9ZRKpfUW9EtLy+udemVZJhgMMj4+zpbNmzFMg2KxxMLZen6xeIxMRjQ2FF49ztOdUnvSWFFUrrjiCMtLy9x519+jaRqapp39TbP9j8yyLLZv24bH4+FjH/84mUyWQwcPomkaruQiuTKmZTEyNMLePXt57NHHKcwWmLh5nKGhQfL5PNGVKM7Z8xVzRWaSczwXP47f9DPYMcjA6CD7d+5DD2mksimSKwkqFAkGQ0QCITq7O3CDNs2BEpXTDRrRBqm1DOEtIR5beJLubR4GlW7G9Ems/jqFVplyvEpZXaU2sYIcH0AqhnH9zXZfIb+BFawgr/bhlBu4loJty7iSRsPNU3TTJB9q4ikU0cdUujo6mJregLdLo9QzRNKOslY0aJotHEfD8hgYPhPfWghfNtQuxxOqY3ps1KanvSHWZyLXZRKtBAvfXIBvtju+jnWMMTo5zCU/dYDS0xXSdpr4qThrs2u4TRetoWFrFuXhKrbXg6fixfS3kGzw1D24QQspbOKNS6hlH8WETcXIsmgdpyfi0lHcSLizlw6zBytSxyjXsbQqVq4X9CZyzxp2agA319lu/z6wijySwMn04C5uwHEUJNnFaXqQO6pYPXPkFiwyj2vYTQNfj4/IRJgdO4fZ7+wlWy8T74wxt7hKMV1s71PSHbRCGF/RTyPUwD1bN08xFPxr/rNVLFxkU8EMGKTTq6TTqzz+5BP4NT+jkRFGbx7hze94Y3uhzOLies+ocrn8ku9vqV13CUd2cWSnPT/1ohV+ki2TL62x8Ng8Dz/xcHvD98QE09NT3HjDDUQiEaLRaLvv1dPLFGfLlOwKeW8ep9sl1BPg4ksu5tLnGxvmspw5PUM0FiUaFY0NhVe28xJKlmVx2aWXMjo6wuLi4vpw3fNBpGkahmHQ39fH9u3bMEyTD955F/V6HVlu793XPTqtcIvutW4Ge4fwBT187vOfp5luMToxhBt0uO7aa5l/eoFuq4fF6BJFp4itW+BCKB1CMTRymTy5M2vMNGeR9toMHRxganwDHXRQLJVJZVKsWnFUSyJcCNMT8SNNtL9wiqPh61FYrM1TenwYVY3hH5ToDnUxONXL5o4RalPdZJNQqduYdQnJ36DZUcYKVvEujCOFqzR7sxBuILW8qPkODM3ECTUwzSr1POTzBczQKbySxkB9gvFLJtlz4xD1oEEsnyYWTZJJFdCrXmzdpBmqoRg6WkvH0kz0iqdduUG3MQIGsimj13WcrMOyGWXuxByV5ypssqYZ7hhmZ2gn/it85HNrZKM5NFvBKDdphloE13x4i35sr0mzuwSRfpRWC89qZ7uViKUgOxrSag+1znlsaZ7yw5uQjDyBnibBHpOuLWvI+R5qsxugO4olN7FwUPszqBPLWJUQVmIIyV9H8bVwXRfH9MJqL1KojDa5iJGP0KJIVXWIlwyOf0PB5++iX5tkbNsQVx65nmqtyVxymfm5JTIPVrA152w4tKs82Hp77kxrahiBFsgusiWfcxfUqrVYLC1z7PPHcO93GRwYYHp6mj179/Ca19xCLpdbXzCRPJVGKSrUn2igJXVcycH0t/BUvbRCLVzZRTZl1JZKta+8PpdnGAazs7PMzs4C0NnZyfTUFBu8G9izaS/mhEkqlyK1lCaajpFrZcierWIeDAbp6+tjYnwC27Epl8ssLS236/RFo6KxofCKc15Cqb+/j127djIzM0Px7MZDYL2+na7rbN++jeuuvZZ4PEG1Vl3/7c9xHGzbRtM0IlsD3LDpBoxYi9TJFHJGZnhkiHpfgw/83d/SV+9lwjvBpv5NXLb7MkpOibgWI1FN48YcGuEmruqiGCqWx6KeKRN7YoWT2QCheoS+7j4GtvWz5/orMZZbLH06xlojh9JlsWlwinrKYKx/nNFtvbTUFrVKhXqxykJ9EbdZJVBV6V4YJax0MrLbh+VrUUw3KNT9FMtp5JZGM1LBVkDGRfI2sSwFZa0T22NidBexFRul6UWrezAXZaLGKs9WnsLb7GDAN8HAzgGuOnAlcksj+kCGVd8qTatGs9XAb6jodR3JUCmPVjGCLZSWirfiQWvqOIqDXvHSdKHSqDBvLFA9VmPBWELplukZ6mHg0j52DW6lcrJCRlolrcfIprIYmkFxNIPTOYRy2o9S9+B6DSTZwuhbRbFUlEwX7ngU8h3IsoUTqtGIlGitSkjRCZSWSWRbE2+3iVX2YdTGkKwqVl1p957qz+K6MrYjI8kGiqeKWwgijyWQe9aQWl4cWUIFTEuiXqyx2FzkiX9/Csv7AOOjI2yY2sx1h69FHfaTXMiTaKSIrsSpJCtnK5r7sDwmpt+gGWziLwRw5Pb3hXx2PqrWXcWVXfSyTmGtxKOzj/GQ7xvoQZ2NGzcwPTXNzftuxu2A1dQqSl2ho9hJJFOg1lUFZPSqB8kFR3God9VodDS+47+PQqHAsYefYiG2jKRCz0QPo6Mj7Lx2Owdrl1HqKBFV2n2jEonESxsb7jy3seHMzCzLK8uisaHwiiB19/Sdl8HoX/zF/8Y1V1+N7tH50pdeqHX3G7/+aywuLTE8NMRn7r6bvt4+xsfH+NS/vrD44Vd++Zd46qmnOHDgAF/7ytfRajoj3cPMLMxSdAospZfQ1jyEUmGMQAtHdfDqXsZD4wxNDjLYM4RVsFhdTrOaypAsp6h7qug1DUd2cGUXy9/CBfSGjqNbdI2GGC2MMdzXh1fRaNkNYs4i5VIBKSQRUYN4x10kHAyzSaNaoDZrYK3oNDvX8FY6CY7I9PQGCTR78OKh7BYoj8+TS1Zo5uT2VI2tYCsOZqiKttoHLRWt4cNRbNymFwyNtc1RyuEmoXhfe5JfcQn1+hgKjzAwNUyPv4+12TKZXI7cSoFytUx6SwJXhe75Pjw1H0aghWzLmD6Tlr+9XNvSLCKpDsClFWxR66li+QxC+SDD5gjdV4cZ3zJEQPOQmIuTdmfoGAP7IZnl5TnwmdjBOk6whseV0AwI7HoOPT6GRzbQOsuoWEhrHTixESRvC3VqETVQa6/CzA8S2pXH51HIHR/HCSep1SxaWR92KYiV68EMVXD2nqSW7seJjlFVHWzNwm56UapBauEWa10Gci2AYqg4yBg+mw6tmylrG8O7hunXh6jO1MnEc+SzOZJukqq3QrWnirfiRa952gtWFIdWsEkj0iCYD6LXnl8FKmH4W1T7K+3OuZZMZ7SLjkiEwS1DXHLxASQkirMlkqRYYI74qQRW08LWbCyP9a31Yl/CU/EQSXS0q7q/6NgQYYZGBhm/dZSpTVPIsszCwuJ6nb4XDyc+39gwGAy+0NgwkWB2dlY0NhQuWOenogMvlBoKhYLrj/X29qIoCqFgkA/eeRe1Wo2Ojs5zqjx4PB5UVWXPnj189F8+Rjab5Zqrr2Ji5zhWv8lzz1VRsiqekgdbs3DU9gbJptFkJjfDynwUGegY62Rk6zA7LtvG4c5DpFJpEl9LsJpNk/QnkKR2VrdCTbxlL8V4hU07FAITGk8+8hS6rNC/oZPNwxtxOlokMmmyi0lMvUpHJEIw3EUoEoBtFuaoTPmMTjNqk1iq4LpV5O4WkSmNbnmUDeFhKo5FqVKmnGyS96QoDeUJrrr4k/0Y4erZauYWzY4KSr6TYN0EWwZXQnIha+aJt+J0fHGAULmTyFiIvv4B9lyyC61bIydnWfYukS+VaKg1HNXB8tiYAQO1oRLMhSj1F2lGGsiWjGLLeGoeXMVGrWhkyDD/zBkePd0iHAkw2jPCcM8IG0c1qluqKNMFCmsZ1uIqnkwXWlPH1UyaTT+enjwkBnA9LVy/g1P14dZ8aP1Z8DawKkHshgdrTaeuGygbUyhmBL0VpsvtwKh30bCgZnqwWi723EbcUA3XV0fJ9YAEkgxGR5lmV41Aagi92InrSOBKmLpLtbPK8cZzzH9qmeBamI5wJz1jXWy5YROXb7+M1HNpElaCWXeG7HIeyZJwFAfLaxJaDeGp6jTCzfUq696yD3/eoTxYQm2pKIZKtpUj+1yOPbt28cBXvoJm6owMDHPDG66n48c6WDk7TzQ/N8dqJnP2O/rFZWNZf8yVvnVjb/u4RqPO/MI8T3z6MSRZYWhwkOnpafaeHU7M5/Nn57vmiM0lKKZKlJ0yjsfF2+9hcnKS7du20TJa5zQ2jMXiZLPZ/7J/34Lw/Tpvd0rvfOdPcdXRo+t3Qbt27eLGG67Hdhw+9alPsbISBWD7tm0cOHCAf/rnf6a/v5/Xve4OQsEg93z2s6yuZhgdGcGyTEzTYmxsjOnpKTo7Opn75AKxeJxYLkqx/MKQhbfoWy+++nxvoWAgyHhkjAFPP4NjA9h9FrG5FeLLSdKZFH7Fz5Ejl2KWmzz58OM4JQAXyXVRTQ3voRoDuwcYKAzhMz3kzCz5TJ5KPY+Oh/CAjJrvwi3IOM0WjapFeeMsa2qG8PHNyKgEhj10+HvoCnbi7VAoDKXIfLNF+SSYtonla1LtKtIKGYQWRrB1i3J/AUd1UVrt4bhKXxFvKUQo0YWjW9gyGEGT0ESQ8cAE44dH6LR7yGfXSJQTrMSiZFazBFMhfGUfhbE1ZEMhsObH0ixkW6EVrhNOR6h1Vaj3ldAsUFsasimhYLP9Jzx01rqpRSt0BTvQkl5KdoVyokrdydEcmSO4cQE914FW6kDRDaSGBpUA2tYZ3FIHTrYXTBm3HEadWEHavICtONiLG3AWJ1BVBS2s4BvRiAzKZI53U6narOkZSgUbw9uk0ZejFbQh04s3PkjN55xd0ABK1Y8jSxSH2mWGOpd7aYZaWD4by2MSCAYY7xlnuH+YTW+cxFEc5ufnmZ2bY+n0Mp4ZH45qnzPXJFsyalOlOFZAsmU6o500Q+3Qevtb38qX7ruPtWi7GGthfI3Onk6mpqaYnp5i44YNNJtN5uZmmJufY2FhEavcnt9qb2q2sDwGkUQXsi2vtxORHAlvxUO1r0yjuwaAg7TeqsPr9TK5cSNTU1Ns6JjAXYDUXLuOXzKVJOdmqQxU2v21dJ1IJEI4HEKSZKq1KpnVDKfPnCEWixOLxWg0vvMQoyC8XM5bKL39bW/j6FVXsn37dsrlMtNTU9x9zz1ce801fPnLX2F+YQGA6akpjh69ksefeJLrr7uWhx95hC2bN3P6zBlq1Vp7YnduGbmqIDkStsci1B9ks2cLI+4oo/uGqVarrMSixGfiZOM5iv1FfGc32kqOBBKYPhPL28JfDtDX1cuAd5DeSDderwfHcGjuzfP4PY8jn/FjRKpImolqnK2h1lek0VfEn+2gq9lBT3cXvXsCTOzvI/tUjdVHihStNVxfk4AUwmsFUTYYOJM1ao/oVMtVGtUmLbmJE6ri9wfobY7T0dFDhxqhGaiTi5VINwqk7QyRxX5KgwWaHTXav7pLaHUPjmpjag6emhfLZyKZCrLhaRcfbeoUh9fw+n1MKtMM7RpifOMYrgXLn1ohW82y6F+k2WgSzATx1D2odZ3qQBHZkmgFmsiSi6/sRbEllKaC4zHZ+HqV4AaLU/+yQjDRhx5xiXT56BiX6Js0Kc4p1Js5TD1Nq1pH81eRhhNITS9KfAAn24vib7ZX2XWUkHsz0PAhbz+DUw7RenIvTqiCrbrtVX+pMbTiFMHBIEMXezENhWS8Rca7wrK1jHu6H6nho+V3cJ32QIDryGjFEKXhIo4KHbFumsHW2WaHZ1tbNNvHliaKjEyMMD09xabpaXoCPSzdvUKilCCajpHNZJENGa2uodV1CuN5mh1NIokO1Fa7L9U73v42vviFe6ksVKj0Vqh31dCbGpILtmaD32F8bISpqWmmN04TcTpY+Xqc5FyCVDpBqViiGaxjBJv414IoLRUJCQeXVrhJpa+Mq75wJ9WuEy/juBLQ7hfWEe+ky9vN4PYBRsdGGeztp7xQIeVLs2i1l5M/v9fp+caGkXAYn8+HbduUymUWFxdZXFgkGouJxobCD815C6U3v+lN3HrrLRw9epRUKsWnP3M3lUqFn/yJd/DYY49z6vRpACYnN/K6O+7ANE0+c/fdJJMpfuonfwLDMHjyySc59fAZ/JkAarO9wdZRbRodDYxgi1AqjNfy0jfRy3D/CIM9g4S2BUhqCRa+tkT2m3nsvIOt2zS6a1T7KvTM9BLMhmhG6mzaPs1EZIxMPEvgcpn+YCdrswUy2Sy5bIqstYoRaOBdC4HiYPsMLJ/RDoG6jhNpMdAfpi+9kd7OMKripUCRPHEapRbakELY7EQdBMl1MYwK5WqZ6mkbdzlAbSSLr9hNeDBA12AvPa0R1JDK6nKJ9HCcaCaBXXSRbQUsGUd1aXRVCWYi2IqLrxhENjVwQWvqrI3lKI0UCK5G8JX9uIpLV28XQ54hBqb66d3SR/qpNJnlDLmVPPVindzkKo2uGpFEB6FcEFc1cRUbV7FpdpbYPjhBcEBi9ok5AulOrK4STs8ack8GLxpdiWm83RL9V+bxuhLFjEHDymENncQ4MYK0NIHSWcSNVFC6SqAaOKs9SOMJpGAF4/gODH8Nw9Vwmh5YnKBl6ZhINEZyBDu76PZO0tc3yOiRbpa+USUVzRMvJ8nmqihNFbnhQy8FKIwWqPWWiSTbe7lawRZIUvsOpOxtB0h3Da2pIVty+46i08M2tjEcHmZs7yhWziL+aJLc3Bq5cpZCpEAz0qAZbBLIB9FaKrffdhtff+ghkmaCZqSOv+BvLzhxwVYdmpEq9e4qyCDZEoP5UUZ6RhjdMcDw4BC26RB7Nk5MW2G+PIubs8GRcHQbw9fuuHsut30nhdSupl7z0hHrohls4p4NXlVVGQ4PMzI6zNTrNtLd193uA3V25WAqnV5f/fp8Y8NIOIyiKOtdm8/MzLCyEhWNDYWX1XkLpT/6oz/kHW9/G4Zh8L6/+Mv1fxBv+fEf48TJUzz77LP0dHfzpje/iUg4zP/7q/ejKArj4+N0RNrliMYHx6g/1iS2GCdeiRNPxDCrFlpTozxUwtJtPGUPnroHW7FphVt0TkXY1LmJ4doIveO9FI0isYUYqdMpklYCveIl2Axy0c49eD1ejs08Sc7JIDsuqgeGRroY3NLPWMcAqmoTLydJ31siW89R7M2yPjtgS3iqXmxfHbWh4PpadOrd9PQOMjDaRacTpt5TJL20xlq+CMEmoVAAny+A/WwYB5v6eJrKjENjScFpycimhj7i0jXRzfCOMcLVbtYSRbK5PPlogZycJbMlgX81TPfSIK7sYPraG2Cbgfb+HEu3QWrvMQKJRqRJM9QkmA3SVe2iu6uLvvFeugI9yGFYNTJEfQskTsYIz4axPCaObmIE6siqyTZrB8F+lVNrjxJc7URSbdxgBXc0jr8QRM93IncVYMMKHt1LOBwgaHbRv7dIraRQOC1jhxYxzTpuxY/b8GPlulA2xLAmlzFPbsMqB3EiFZxaAGtmI64kUwtXaXXVcOpe7EoQx9Bp7CmyITDNgLmB0c1jNLMayZNZsstlCpkyxc416l01LN3GXwi1q2ycrYjRDDWod9bwFwLoVQ+yI+HILkawhRFoEciF0FoaA04/PcEeeqd6GTjQT9EuEns6zrKyxHJtGbWq8rPv+hk+84XPECtFCacjeGoeWsEGruyiGDJ600N5oEiro4Ze1+iMd2JE6u1hOEmht7ebkY4RhoeG2XDrAOnsKosri8wvLpOMJ7FtB8dVABdJcpFoL3N3n7/rq/iJxLtohRrrfcFcpPYdlytRGMsT7goz/fxw4saNWJbFwsJCe85rYYFatYbaUpEtBU9YJ9gXIBgM4rou5bMbzkVjQ+HlcN5C6dP/9ikM02Tfvn28//0fWH/8Da9/PcsryzTqDW666UZOnjzJjh07+OhH/4Wenm6qtVp7DN6y8Fa8bGhsZHDPAONjY3R2dbG6ukrs2RgrpRVWAisvfWMHOqKd7cn8LoXR0RHGR8cY6h6ilTFYW1ujb7KbbD7Dgw8+RMttguTiKXuwQpX2npNIDWSH3p4gIx3D9ORG6NsWpBwpE1/MkI4lyVcKaA0NK1RDq3jbQ0ilMIoto0gWuu3Bf7TB8J5eehJjuC2JjLVKLlnAKDh4Ax78ozpyzoeb02hVoFFqkhqbp6AU6Jgfxmd2EN4QpL+rnx5/L3KHQsaTJrG4SuMbNoZjYPpM6j1VWuGzFQ3KXgrja9iai2KqaA2Nal8ZxVTomevD1m0cxcUKGkSm2ptrx7YO0bepk+jXVkjYcWKxFQqFNfx5L9PaFB1bFZ7KPIg/1Ylmq6iSgT2awrsWxFvz42yIQU8BqeVFNkGtBFF3nCHUpeOJbyYyWkPKhijH/DQL0CxquINRrA3L2KqDtTiBZOoYpoabGMQM1DAHczi5bih2YJVDWLpDZTxFvauML9+JVuiixxyls6uXvqEBenb0sFbNk344S8pOkWnmcSWXZriJETQw/QbBTBBfIUAr2F4SLlkS3qqXWneNZqhJaDVIJNFJM9LACBioHSqjIyOMhkcZ3jBE+EiIpaUlJjdu5JP/+klWnluhI9aJEWjiyg4gI+GiNVRczaY8nkWv60RiXbQidZBcFNlGckFqeHCRaGyusGF6A1OTk0yOTbe74sZWmJtfYHFxkUqpAi6oTQ3ZlrE1B0d2CUd7weVsNXgJ1wVPOUC9o0Z14Ny7HFmWGR0dac95TU3R39lP9KE4sWfipKIpMsUszUCdam8VSZMIh8NEImE8uodWq3VuY8NYjHw+//L+8BBe1c5bKN1ww/VcceQIb3nLj/Nnf/6+9cdvu+21dHZ20t3Vxd33fJa1tTy/8PM/z3333U80GiWeSKwf+/9n70/DZMmv+zzwjT0yct+3yqy97u0F3QAaQAMk9pUAAZKgaGqjOZJGEulHsj0zHkt+xmM/tihbM581kuUZS6OFskWKFFfQJEiABAiQ2NGNRnffW3vlvu9L7DEfou7tBSAl6rEHBNnnQ2VVZmRUZlVGnPif8zu/V5/pxDtJzNuZj1g0Rq2+Qy1ep7pfRnyjwOnZGWenZ1xdX+O6LqIjkrpJ48k+gewjWbd9B9XlLQdPc+eJY8z1lng9Sm/Y5aZ5Tetem+Vsyao6JD6Oo80MfCn0c0MOJbURRaWcLZJTCmSVNF7gMlqP6NbvMX7GJnqdxzY2+KqPZCoEso+dm2Pm5uijOHm/SDaZo/DGOJUnkrS+OqP/xRXrzRI/DjEhjSbpiIc+7sGSxWck1q0t8+0KR7Sxkg65bJ7qepdivUDEMViqS4Y3Izpmh57YI9XK4EsBs9oEboeQH/RStqlNKKGP2eGQpyciORKSJeLoJsEdm7vOHapHZWr1Mo5tcvXZFgwCjDd6fOHeJ1HXEfR+ishSw6v00UQf0RMI7lwiTRLIyxiCrSJuFTi5RH7sHkI/i9CoIE8K6AkBPSmTKFn4qQ2Tb2RZq1MWponjyDixFX4gIs2TCFuFYJLBDARcUWSTXSJ4Im58wzw3R2/uEG+UsBIWVsRDjWrsBfvklSKFR/Jod1SaL3Roz9u8KN7DXG9JNzJ4yisFDZItIboS0/oExZRJttIPP28PQjZlEEF/WuX4zhHvede7EQKXzje7XP2vN7SsBr1BH9/zEPwAfa0hehLTwwGB4pJpJlFlmyAWzuIJgDKNYWUXrEsLAlPFd2VcNSBXyLO3f8jB0S61/D7D5pDL323RfXHIeDDFwceMm7hygDGKIQQigegheBKO7rEoLXC1P3yYNr8osKfsUX2sQu2whugItJ7r0BJb3HfuvWK2UNO0UDARjyMIAsvVil63x/3792m2mjSbrdfAhq/FHym+Y0npve99D+965zv5iZ/46/y9/8f/E4BUKsVf+ct/Cd/3+f/+03+K7/scHhzylqffQi6bZTQacXp2xunpGa1WC3ktk2ymb33abpuwAUTmEbalLcW3FDg+PuaofIihG9wMbji7OKP7yT5uz0O2ZSRLRhZEHnndI5QOCnx2/jvMvjknqhuUD4vs5KsUojm8msONcErjd65YPOMgrRU8zWFTmmClVmTv7aDPDZzECpSAXJAjlctQ+3CSuGzQ+vKIyXjKaDxmLs6x4haRQRKRADu1xNccRE9E3OoIZYdyvkC+cUg+m8N1PUbihJ7QxZ8G6EcaCSeNFJMIJIn1dsV0tmD24hr1xmBaG5EycxQLBQq7RbJBFsrQ/WyPbqzHjdfAtV0kWwIvdNFeFpfEh2F5Tl1r6EsdwQudH1aZOePjLrolE+snEeSAXDlJya1QSubJvV2nc9Vk/MKQSXeOMPKxdjsERxeo8zjqKIO0iEFkgyz4kFggqA6SK0JyDp0yyiSNv9PGSS4wNZ/k6pjIaIfU4x6pQ4/B1GHSXjFKXmLNTdRn7+CaBlvDxElssKM2vq2ibAxmtQHBJo7RKrFN2ICAPjXQ5zF82cdXfIwnDerVOhW5ys4HqwxWA65+4Yab5Q3D8ZCAAMEXkLcKylZmsj/GUz1SzQyB6D8ESBKAPo+wyi/Y5NaIjsh/9jf+Y37+Ez9HXI1TX+1R26ugJXVa1w26X+2yeGHNWlizLs2QSn0U3ULvpRB8kDQb2RVxYyZWfkIwyhDME4iBgK26WLkFTmKNEARISoR9+xEKwj7VR6pE4lE6rR7dF4ZccsnYWaCudERHxNWd22Ql8qDg9+2GpSRbItXMPFQbCghkc1nqmRqVUpWjj+8z284e+vRdX988nHUSBIF4LEYymUTXdVzXZT6fh55/r4ENX4t/x/iOJaV3vP3tvPNd7+T//H/6T/nv/vu/x/HxMT/wsY8ymU5pt9o8+41nKRYKbDZbLi4uEEWRw8NDTk6OOT4+BghXQJ+6YfDsCDPYEgiE8LmIzbISDhFGhzGUjUoqkaRyXGb/7XsUk0Vu/kmT0WjEXJ5zsn+M1XF4pvkMreNLIECb6yhm6PvmZWwqT5Q4VI8oz/MYeZWu2aB71qVzPWSa6BPtZdDmOoIUEAgBbsTGjm6RCDCSMuVUmfJjGcrRHbbulsa4x+TXLUZen02l/9I/xJERtzpu1ESZR/EMl1wqR7lSoZIrY3gxpukpjYsuy8YasSiRTqWIGAb+swruyme6P2F2s8Q58whcAcVVidWjFLN5Kk9XiSfidJ7tMbgZMm6PWXhzeo92UTcaqUYKbaXj6A4iIq7s4EZCbzjHsNA34UyObZjYqSV383fYidUYvNgjW42SFnVcdcFMabGK3mcknRH5+l2YxxBia4LEAiGxRulmkUc5vMMrBEdBaFQJslPMSh9cGfGmju+IBNkJ+sGKeCpHUtyjkI/j3BnR+g2R7mjDcDPA9QIEV8LfGsiLJNPDFiYaiWYZV/bxVJ/oII5shkOxq+waK2EhuiL6LIp36FJ9S5mD1SHlfBkpLdF8oUn3az1mZwts32ReXrDOrpAckcg0ikg4xyQ6EnbUYp1boq1U9JXGj37sz/Cbv/+btIUGkqkQncRIZOJUpTJZP0d2N463s2Iwv8fkekQ3cYaoLYlsFCRXwo+aBLEVSqeAsDBwdAvTVxC3Bq4n4ux18eMm/kpHv6jh6DaC7GPEE5RKdUrxMsVMgeAJn/Nun4vza65uGni2SxBIBLeCCL5NcpJNmVQjgxO1H9ogQSjIULYKm6M1u4/UH8rbY7EYNzc3DwUTgwezTgFogkYiHSeeiiPJEpvNhuHwNbDha/GHx3csKT399NO84x1v57/423+LL3/5K7zudY/zq7/6CQrFAjvVKt/85vOMxiOajSavfoGCIFCtVsMEtX9E0k7R/Fqb5nWTq9kVPb+LL/kk2knUjYYdtQiEANlUwsMvAwfWIbu7O2SiWXzBp+/06HTbXLrnzNITIEDwCA9MISS0phpZfNkhVdKp1cvUd8pknDzT5YR2t0NvfsNosiQIAgLVRQDURQQnNUefxTGTayRJppQvUsrvkH6xSOJ1AqNkl87VgH5jyNqxUNc6VmqNMo3jajbqNIm0VRECgShRYu/R2P3eHTKtApuZTcfuMGyNoS0TzcQxHosgjRS8jo85ctiMt7Sq18z0JYlekrSbJlvOUigXSOtpHMNh4A9ozG6wPu+gTDWshMk2vcFMbJAckXQzyyq3wM4sET0BxZTZZuccvaHGbvMuz37+OYToFim5JnkExXKUnBqn9IYpjec85t0pc7eD45mIixhyq4gogL/bBMFHuKkS2DJuaYSvuXC9A4KAW+niJxYEtkqwSCGoEHvHktziSTL+IfGSTKe9YfSNFdMbm/XGZ7YzYpFfI6+iRKYxQEBd6USmMdb5FevkFm2toW5Cg9lVYcm8MicQA5LDJJl0lmpQIatnSVaSbPIbehc9Ri+M6QldXNkjkD0c3Q0dMaIbYqM4kYWGE7H5iz/25/iNX/pN5uMZi9IMIYDEIEZqkMBJLQjyWypHGuVikqyfQs94bI4vGfTbdLsDNmsTeaWhX1SRciMU1SMIRDaWDuMU29SGVWkC8wTaRRU3uSJAxPcFXFcFR0HyIiTeIbN3Z4/9nUdJpQrc9Jucn11xfn7DcDB+KTEFILpS6AsYQLqRgUB4SCcGUDYKvuwz25m+wlw2l80+TFB7e3tst1tOv3RO84tNehd9LNfCTJhsUxuMhMGdkxM+8IH383M///Ms5ovQePb8NbDha/FSfMeS0hvf+Aa+//s/wn/6n/wnDIdDfvZn/zWWbfOed7+b173uca6vr3n++Rc4OztjtV7/oftKJhIcHx8/VBItl0tOf/+M9m92aW6beLxUQ9cWOoIITz72JI++4w6/+9ufY22uqR3W2NEqZPaTTKsjTs9Cg8zxKExQ8kYh1chhxdcIgovsigiBjxyRqSUrlOtlKokSUjqgOevQarTpX/dxTZ/VTp/oMIW2iOLfNqIlW0ayFKJlj2KhSE4qkwwyrMwV4+WIZu0+s/sesas8gSDgRCwkSyFAwEqv2eSWGKsYZXbJpfJUHiuRupvk5htd+s+M2Mw3KCmVuJBAlTXEA9gerJl/aY35rMXcnYeOBSmX/F6WnVGd0mMFZFdh1B0zGo7p2m2GkQGxYQxjZjDbmeDENoiii+hIyLZE5T0p7gh3+cxnPgOahWyskX0B3XeRtyraW5rkhV3SXoXSjs2WLeNTj8VzGqYwI9i9BtVE6BYRWhUczYLsDP+mhlsc4hVGiNMk4iIF0xRWbMPqkUsc0UVt7xAX0qT9XVKJFOloAqci0B8tGZzN6Dh9AoeH9Fh1HcFVfGRbQV9EALANBzNhInoCi9KCQPJJtFMk+gm2iS1iXqBSKFP2KqTVNGpdYRQMaV93OffPGOtDlK1CqpnGiVgEss9f/rH/kF/5tV9l2VziGhab3S7RtUSylcPJzFEVF022UWQb1RWJ6FGy711R2slRMLJsrBW95+fMv+Zhxpr4XkDgS3i+hDVK4QkCzt0rXEvHe+EYFwlfN0EAz5VhFpZhl7URCCKOLxNNJjjYu8vh8RH7tTtYlsXp5SVXX27R+/oAbx3gy144ABwExEdJfMkLoYaOhOCJLEsLzOQfPFAryzL76X0O7AMqxQrpnTSD7oDO/S43zg2X0gV7+7v84A/8AH////UPHgomVEXBNF8JNmy2mkwmr4EN/zTGd2549sd/jL/7Uz+Fpmn843/8TwiAcrmEuTVZLJfs7+9xcnxCtVqh2+1yenrG6ekp3V7vD92vIsvs7+9zFDumtCgTP4rRarVoNBo0mk2klcTb3/y9RFSdT3/zt5kt50AAQYA+1xGOfHa/p8rR0SG76Trr1Zqz4Rnnz10w/90lgRsmKNWSEYKwOm+m1qwrE2LDFNlcguJBkZ1EiRgxZtUBTfuS1ucGeGc68krD1zxWlTFe1CR+UURfRnB1C1EVyEkl0pU0+x/MI0ZFLn95yng2Zjwes5FN7MQGbWYgmipmZo2jeoi2iuRIaMci9fIRxfMKqVyGrbNlaA7pi33YiCTuxIlpMcSphBdxWZoLxvMJ8/tLojcx5jtTktEkVXmHwlGOlJjGKdt0vtRm0BnRjF7jqltEP0AkQF2plN4b59H0XT79ic/i6haxtUZko6A6IApgPn4PITdBa5bQkEmWAuJmCaVbJ/nYhE2uy+I+rNrgdFJ4yQV2vY23McBSEa0ITBNwWxY140uwYpiaHa5E+xnYxjDzU9yUTaZQpuwekVrmSDyVYCSNaJ/2uN40GApD4oMkyVYOXwl97czkNkRbbBR8xWe6MyEyM4j3E5jJLYIvEB/EETwRAYF4IU7pewrsJKpkclk2h0vOn7mg96kebbdF4Pv85R/7MX7l136FZW+G7Pus7tygBz7xmxKebqEZazTZIqJZSLM4XnaKv9chCCQUWSCbj5MTcmgXe8SqJit3wWKyYH0jsjkt4kZtqHdwswu28xj25V4o0FBcRFPFcTXWhQVCICLPo/iuylZ3MRNbbAUQFWr1GkeJYyrzOqlchrE5pXXVpnfZoyE18BQXfRZBcm8JvMktVtz8t3r2xbsJ9GUEK24SjUap1WrUClVKRgnjaYOxMyKbzfI//KP/8RWlO13XSSaTxGMxEGC1XNHtdrn3GtjwT118x5LSj/4HP8KHPvQh3ve+9/K5z/8eth1eKb2cfQQQNQyOjo84OT7h6OgQy7I4uxU7XF5dvdRk9QRERyKQwka2utRItpNE61Hq+zV2a3XyhQJW02KTWPP53/k8s7M5ju4SCD7KVsGJWCyrM0QvbIxHLJ1SscDO4xWOnt5D6Elc/Xyb0XhAz2zhbD20tcY2s2J8t4nsiejTKJIj4csuWsWj+oYSdfGQ/KiMrW1obzr0z4YMxxOWxRGx6yL6JAaK+xB1YMfWCJ5GYj9KRTqkdrdMNp5jYA5pNRuMf3vFarVluj8mnI4UkSwZ0RXZJk2MQRohIVCplKke7FArVRFMgd6yR2PRwLzvYOxqJFNJNC2CdxpgXVvMahMGiyHeRYBqySiBSvIoTkEpUtzLEH+DQfObHXr3uozaQ1zTJvl98Pq3vY7f+AefDWfCLAVJN1EDFz+xAs0miK5RgwB5bSDJdujcYGooukKcHBEhRUw02Ao+ljZhqg0Zxk9RegnU5+/iS+BGTKz4hsAXka9r+GLAttZF6+YINjGWO1PsqI00TKHPQj9FsS5Ren2JeqlG1i/i3nW4urmh84kRLbuJIzq3J9nQoUJyZCYHI2RTIdVKY8VNBFcg0Uviqi7KVmWbWWMmTQQP4m6C3PvSHO7vU+jkUTIKnWmDWrbKp3/h06xPN0i6yXK3i5efoCwM4rMYSmyJHtkgWwqoNuw3kVwZcRoncGTUzAQpN0EdZpEXWeI7Fso8Q3BVI9AC/N0+643Famnj1Zts7Aib1g7OxsDTLTZRk2CWQR0nCVQnnFdbxXAjNtPiClcRwBdItrKIloSUV6jX6tRru5STZTzLp1/scd485+L0kpW5+rcmIwACyFxnAV4SgtxGZGlgvFHnTd/3FHfv3kGWZQaDwUMuVaPReIjYeAA2TCaTRHQN23GYz+acvwY2/FMR37GkdLC/z4/+2R/lJ3/irzMaj/nKl7/M8y+8+Id+0CRRpL67y8nJMXdOTkgkElxeXnLxuUvaX+2ynYXzIGbCxExtifcTqEsN27B59LFHeMPR62l2m6hPKBw+ss/6csP1Vxq0mk0aixuWsTm+GJBsJ5BNBcewgQBlo+DqNrG6zuH4hHwuR0pPsvLm9IIOvW6bttLALM7B9xF9iUBwQQbZUknc5EF3KVZzlGsl6pka8tKgF7ToXQzp9dpsPDN0J5c8EATUWZR1ek1knMCOWUQMlWqtyk6pSuyreaQdn0F+QKPRptvs43gB2lJnk14RmaQwYybqOoK20pBciZSaIvvWDPsf2yXeTTK6GdJdd+n3h0QaBrFIjMjTOuJaxL12WHe2WB2LTqbNIjNDWyhk9Qxlo0K+nCFGjC1Lttk5mVqC3/jpz5Bs5vD1LW56gZQdI6SWRBolxK2KfXiNoroolkyQnkJ+gni+h3S1B8YKMW5j7Pmk6wrxzQ6JOx5jvcPg1yOM/T5b18J1FYTrHQRTDamx1SHCysBoltkmN6zLc/RuDkwVyZdY5pY4URsCMDYJ0m9Ns//EEZVhlUgmQnfW5ea0xeCbA/xuQCD7jPaHmCmT6DhKZB7Bkz2iwxiiK2FHbdbZJYqtoM90JFdiujtinVkSnUepihXKx3lOYo9gX2xYexPmqTaj5oTVZIGTGSNrJqrgE4usILYhyI9Q1zGkXg4xskVRTRRbRYytkHdbSPM4/jCLe7mLaGyJHE7QywGGkUacFtjoazY7F/QHLt2hhOkp+PMY0v193KiNL4aDta4nI02SLLMrVlkTwVZI3eRCIU9o+kGAgIhERalQ+lCB46eOqFQqdHs9zh+YvDZbf6jdULKVRjFl7Kj98D7BF9BWGrOdKcdvPuJ73/69/It/8dMcHh5wfBSW3VVV5erqirPTC66/fs2mvUUMQt+/IO2TyMRJJBKIosh6s2E4HHDv3v2wAvIa2PBPVHxHy3ff/5HvR1EUstksBwf7+L7P2dkZ909Puby4xLLtP3Qf2WyWO6k77GxqlGoFlt6SxkWTzmmXVtBik16TmCd4x+veSTGb53e++llu3GvsmI0oCtTrdU4OjjnePySdT3HdvOb8cxf0PztgLA9vrw7929KeERq5bhXsqIkua1T28tQPKpTdAkISOjsXnJ9dcHNzhe1YCIKAuooQbxSwk7d9MU8EJFJqgkqxSnmvSF7KsY5MuRn06DWbDHoL5K3GfGdEZBJDncVwtVD2rmw0ItME8TsapeMyJbeG5uqMZlMG0wGn+fvYNx6xQRLZDEtSeCKSK2ImQ5VYVDbY9fcoJAuUHysj5KD1fJt+c4g7cDASBjE5ioAMuz6bvRnT6ynWZ1ws0yLQXEi55B5JcOAckZTSiBWHztcGTOdjhkETq9AiYironSyB7mDX2wiajeD76Mso7lETwVJRLnbxM3NQtwhK+LcWFjHUokjujS7J7mNk4ymWikP/2mT0JYn5akUgeaxKYwJXxehkkFdx5jtj5GkCbRZnk1myToeWQeoqgraKMKtNmZWX6DODil+htF+i5JVIuAk2tslEH9Fp9RmPR2wjGyRPAl9ANRUkU2GdWyLbCsbEQHJFtoktTtTC1VzWhQnaWiE2TvChve/jme4XMOoe+Wye9DyLP3VYZ/osgiYL55Jg7x5KYomwMVAuakixNaJuYugWIMAwhbbbRj24xhtksb/xGGKliyAKeD64noLgGWh+gdS7lmTzeRw3R2e2ofU1gd4XDLbRBSAQ+CKuryCuIziiwHhnjuBJJG5yIblZ915KSo6EbIVGs67mYhgGR4eHHB8fcXR0hCzLXFxccnZ+zsX9C8y2ibJRCYQgvADwBZK3K0tXcx8mJDtqM6/OeN2Tj/Pmt7yZf/yP/8krjuViscjx0RG77JFdZ9ls17T7XXqNHg2zwSQ7fiiwiMViJBIJooaB7/vMF3Our284P794DWz4JyC+Y0np53/+X/OOt7+d8XhCo9nkxRdfxHUcjo+POTk5JpPJcH1985DIOX3ZwN7D8CHZSCO5ImJKZGenSr2+y06ugrf2mdUmVI4qjDsTfvHnfpGFu7w14XwQwcPbTCbNyfER+/4BWTPHNrKm0bnmpnFJvz9EXWh4sotsyZjJzcOEJQgexjJC4jGV+rsqHFfrZPQUjWWby8szGs+1cL9p4GkWylpHWUfAl8EPMDNLVsU5qUGRQi1L5SRLVaviz3z6yT5XnNP96hj1MoG6MvAUj01+gae5RIZJ5JWOEIjocYWCXia3k2P3+2uYSZPLf95keD1lsh7jyA5W0kJwRKLjKJvMBlcP55QkXyL+ZIy93T2y9/JEpAhLd8FwM2SkDFBFjWQlinEcQXhGxImazFcThqsBq+aK3c0ux08c8NXV77Jj7ZMrZInbKtv9DqOLEYt7W1bSFKfeCZHjkos+j+IUh4iag9yo4mbmCJ6AtIwiLQ2kRRS72sO6c404TiOPy8SKKXLZAtGrAyREVvUB3dWY0emaoKOhbHWWhQWuGCAvDTZxC8mRiczDVY6neWyjWxAkbMNCNlX0uYG60XAzLpk7KSr1KrlNFsYCi8KC3rRLq99mEOmj2DLGOEp8kMBVw/6MmdqErK65hpmdsSnOMUZx/uITf5HfuvglzOmMaD+FoNmkIjqpYozy2z1i3QjOwQus0+dM7juYz6WRCyN0zUIUAgIElI2MIPtoT32DYGPgPPcoRDYImo3niTieTLA28H0B584NviihqAUSmT1S/jHyvcdZZJb0ewN6vSHjnoPWy2ALArPSGjsWOuVH+ynsiBsODLsS6kpjm9qyTW1Cvz5fwNM8rKgFMpRKpTBB7R6SmWQZvzihO+jS7nQY9kcsEwt82ceYG0i2hC8FOBGLVX6Fp3m84Q2v58knn+Sf/tN/9i2Hs7JRSLbSCDEo7hap12vUyjuoc415acrl9orzs3N6/ZdGKEKwYZxkIomiKGy329fAht/l8R1LSoIg8MQTT/DxH/pB3vOed3NycoJlWbTbbU5Pz2h3Ouzu1jk5PmFvb5fxePzS4GyziR8Et+4MmZCbpLxUUhAFgTdU3sDTf+0t+AkPXde5uWncKurOmEwmt1sG4IflhUD0QAyITAzS4wy5xzPs1naoF8qIosjNcy0a4jndewOCiYhthDJzZSuD4rGsjRBED30aI02KcqVE7Y05Du6UGDyzovmpObPejKE7RnBAWelsSnPGhz0kS0WfRZFdAWSf5K5C5W0Vdjki2k0x9ge0e1365yOmdpjIjFaeZDuLqzsEYoATsTHjW7QgSvapNLvsU61VUSMa3XmXZrvJ8MtTxE7YN/Fup/olS0L0JNbZFcl2Ei2jUd2psnNSYadeZT1e0bpo0FBu4EwkUTWI5+IoMrg3AcKNT/Ewwye7v4rQldHmMXRRJXsHsuksiV4K7Q1rxtIN44sVq5aJOFewjhqYlQGRVhnR1GCjoiziBH44O+MlV3iGiRfbIE+S+NsIvu4SLKMYRozUozoZd5f4NsVisWEhTOl6fW6EDp7kYXSzxDtZPM3FjtiYCRN1FSE2SLFJbbCSJtFBnECEWW1KIAYkBglERyJhJMg9nqX25h2yZFixoplocvO5G1Zf3rJOLPHUB6C+AMWUEUSH2d4AdaXzV97wl/jkN38Bq78lOowjpidIKx0vvsGv9okjUSqI5N67IG1l2X69iJW+wLbGWNsN9lJD6mYRVQv19fcQ0nO8Zhmvm0NMLUB1MZdRWCYJ9hv4ERt7ksIxVdaSwEYQEa8fIxctkbubpqCWWH4jwehmzTg+oDWfYLsO6/wC0VZQZnFkV8KVwIqZeJqHMYmGMnExQPAErLjFsjh/eJzpc53sME/+bpbafo1arYYaqLTvd2gmGpy1zlkMFuGg8cughm9605t45O4d/sVP/8tvOSdEpi8JTF4eGbKU7xY5+P499vf3sSyL84sLzm99+l6O2Ph2YMN2pxM6TDRbtFqt18CGf8zjO5aUXh2FQoEf/MEf4EMf+iBPvfGN6LpOt9vj6vqa09NTkonEw8FZQRBC3s2LZww+PcTdeDhG+EETRZGnn3wLh+VDfmf827zYvEcqleLkdgW2t7fHbDYLhRJfuGL8whjBEvAUDzO1wdUcEu3ULZV1i4BPKVKislfk6PtqFOI5rp9t0fhml06rxciaYGZXBNqWRCeLstFCp3ABFFPCT5vkD5NUGnfJRwooqszYHdJ3+vR7PRbJCavS4laooeALHr7qItsiiZsiqiFROipSr1eoxuusmi5dtUvzvMvofIotuQSSj6t4IIhocyMkqC4iIECqmqJe36VWrKGfR1nMFwxLAxr9BsPBkIBbR4LCAmMcC5OcEKCuVfStRj6eJ3+U4ejP76EONFrPtGlvm0zWQzKzFLv2AdE3efSCDmbbYXvqYN34LGIdnPwExYoQ3xEpyHlSQhYDjYWzYKH1mAoNTHONdFNFGWZwE2u8+CrsSQUB2lUNP73ASs9hbeCrHsviCGGexrgpIS/i+CmHVF0n/4YMZX0X0dPpH3W4/EqH6WctFvoUT/ZQNgbRYRJPDuXhi/ICYxgjNkww3Z/giz7xfjJ0tNiorHMrrLiFJmrUU3V2PlJhv7KP83WXAX2arSaNRgN7aBKZGriayfygj6M7/I23/VV+4xO/xtacEB9FEXQrZFOVhgiqTWyuoxlbpCfuIcbXGO27pFWV2N4KbZpkfj+NOVARdq5wPQdkD6nSRdhouFYEXAlH9hFzYwLNxr3ZxdlEcIMA11HZGCZL1SfoFRA2BuIoS5wCqTdFKT2RJ5feo389oTMccBZ5kW5zCraML4Ev+qTaWQSfh8cUfuiSsiyGLuoAiW4SdaVhx15SxKVTaer6LvV3Vzl61yGLxSI0eD0/5/LqCtu2efrppzk82Od//l/+1becAyKzCPFe8luS0oPfsyjPkSSJer32kk9fsUi70wnJu2fntFttpI2E6EgICmh5jWQmiaap2LbNbDa/tR17DWz4xzX+2CSll4eqqrzvfe/jox/9CG//3u+lXC4zmUxoNpu8eO8e5tbk6PiIOycnxDcJrj/ZoD1tM1j2edOTb0Zey3z63qdpR1rfohpSFYWDgwOOYkeUVmWUiEJ32qF10abX6DBKD/FUD2NkhFfA+Di6xSa3wIlaxOJRjo8OOd45YT+zy5YVZ4Mzrj/XYPbVLdv48paE6oMP+jKCnVqjzgxcwyYbTVHaL1DbL5FySkztCa3iJVdXV3T7Q4IghLYpC41EKxuavwZhs1qUREqJCjvlGvVaDWWtMzIGNBotGo0Oq+UWbWGwqM6QLInoMIlj2KH5qiWR75ZIHaaovKNIWS9jj116zR6D3pD7mRdhKqBPDCRLRDVVAnwUU8GJmizLc4xCjAN3j0I0T76UQTJcZp0Z96bfRBiLxIijaRqiKRIUN9h7HaZmn+2XNbRWgiCxRkl6JO9q5IwkkZsyQn3FZLxi8azIMtrCrHQJJB+lVULeaniJNZvShAAQxxms9AKzOCT+whGeK+FEXBzFxkfC82XyVCi+P81B7YjYaZZ5Ykqz16P/pSmrlkkggKM5rAorZFMhc51jk9qyyaxJdJOIvoiruqzyS0RfRF2pSHZoM2TGtxyYh9TTO1QeL5Mx04y/MWXcGtNTW4yWA1zZ5C/8lR/gN/7Nr2GvJ8SHSZBd7PIABFAGGSKmilTpomemBPkxQm5CZJxAWkSRuhVkRSZ6PEQzApxOgW03DokhQaGJH5sRFCcIhokHuM89gucJeFEL1xXxbJVtt8QyP2Md3SIuYkgXh9hKgB31cD0ZWYtRKVWoavscfmgfpahw0W5zenbFzdebKPdVzMQr5d/yViEQfaa7ExAg3oujLyJY8VfKtPVZhGVpgVtw2Nvb4/g4TB6pVIpGo4HjOIiiyD//Fz8dIl62SlgiVDwIINVO3xJ/Q/We6Iqoa5V5ZY6V+FYPvVgsxtHRIcdHx+zX9rHu2TS/1qLT7NLtdZgLc5aFBZ7mPQQbxuPxUDCxXtPv918DG/4xiz+WSenlIQgCjz32GB//+A/x3ve8m7t372LbNu12m7Ozc5qNFrtqnaPYMVkjgyt4XMwvON2ectO9+bZKIcEVSDXSCIFAqpZkt75LvV4jKSQZzQY00pecnp8xaY4RCHA1G8SXN04DQESSRfb2KpwcH1Hr7yGtVQZKm0ajRbvZZGtt0eZRnOgadRMJUQK31i2CEBDbxskd59n/aJHD3CGu53PWv+b89JLGCx2M8wxObI1kyyhLDcFVwBOwEiar8pTqskbpoET97h6lWJnx1YyO2eNcPaV32ifWTBGZRUMEQ8LGk/0QR+CJaBudRCZJUc+TLeUofTjPJDHl+ldvmP7ugoU3I1A87KiFHTVJtNO4kXA6fzdf5alH3kAvcYUfdcjfK+I2BebaiMlyzCoyRstJJLUokbeY+C8amC2bjTxiaY9YzS20ThHdUYk9sSSTTRIb1dAEmU21y3g1Y/6MjG1aOLENdnGO60mIlkrgimwPWkRuyniOgqW7+L4AqxjSVkFeR5nuD9imVuRHO+yka1Sf2KG4LmNe+4y3U3p6l8akiT/ziXeTuLqLFbPQFxFEV2JeniG7UuiXt1YxYzZWfIuruTi6Q2QRQTYl4qsEyZ0YhdflqNaKuNcew4sRlSeSfOn8t5g6N4jxFcpKQ97qqINsyKIqDlB2OsR1E2mSRDk5J1ptE3QLcP8QqdIHBLzrXRTNRdEUJClC8niEuTQIjs5xox1m13G8F48IciNcT8ayVYJAZDXM4yAwrfXxXAnt7AAPEUsWsV0dP5DBB2URY16bkz3OcHT8CMcHd8lLJZq/0aHjdWg2m/T7ffzAR1krSLbMrDbFjTgoW4VkOxV6Dt76TkqWhORIzKqz0AXFEx8i5dOZNMdHR7z1rU+TyWRYdBecffKS7gsdut0+lm9iJkx8yceYGg+xIoEQhA4W+Vf3g3nV8QjRcYy6u0vp0SK1oxqFdJ7R6Zie0+NMPuWm2XjoGPEAbJhIJDAiETzfYz5/DWz4xyH+2CelV0cul+MHPvYxvu/DH+JNTz1FJBLBNE0icoQvfOaLtPttjl93xMnJCbIsh2W+0zPOzs8fXgXJpkzqJh3KTV9mmRLTDOrJXXZ/oMzRIwdsVitOG/c5PT3l+vrqVtHjE15CBjy4lBQEn+gwStkuUXwyz25th4KRY7IZcvNMn6Z4xuxmg7yJ4MSWCLKPZGpIjsyyMsGOOGjLODv6Pju1EvuP7pA9ynDx2Sbt3x8yup6w3dohfmClscrPGR/3kByNyCQWGsuqMsWjIrvv2mE3vY/9oke336PV6TC6GrISTZbVGcYoRvoqFxqT3p4wzPSWpJig8PYC9Xyd7CyLF3Vpj5o0hi1GL46I38RZFBc8+sETnrj7CJ/51G/TveqyrA9JtFLk1CTFgxzlwyzFbI7JZkLz2R6j1CnSUifl5YjWAgQJgqHA+gWZzXbDOnGJra9RW0UiboJEXSb3xiiRF6pYgs280GGwHDJpmYhLDReBxSOXqGsdtVViGzWRZkm0WTycNVN81rk59q13mzGLE/giki+T94pknshSeaRCdB5jcjFlNJzQpcvQG7JJrVE2KpF5hOg4hi95WHEbK26GpOJphE12c2taqyAEAqviDF8KSA5iJGIx8pkcj735CK08ZXQ9YJx9gYF1zvybAnojj1caIhomguiQii3RNjpKbEnkDc8jzA2CF4+QCyOCcRavVUHOTPC2OoEvo965QFyVMPY2ZJ6a4g8yjL5cxI4OmS9dtqaI40uYnSKeqzCpDLEjFkq/gNIvsomb2J6G56soKx1P9plUZ0iOAq6CL4MW07nrPM5OpULt8TqyJHHzTJPBZ4f0zQFzZYqre2zSK2RbITI1EILwOPClELApOiLaWkf0BHwpwIqZrPMrfNnnPe95N8lYkvu/eEYtWqP2+iqZXIZ+s0/rmx2uxEtaqxbyJiT1upr7EAfPKwzHhFf8LHhCaI/ESzNSqqqxU9yhFq9x9MP7xMoxrq+vOTu/4PzsjNHLEBuyLJNMJEgmk0iyxHbzGtjwOxXfdUnp5aEoCj/+4z/Of/V//79hWRbpdJrpdHpb5rvPer3m6OiQOycnFItFms0Wp2ennD13jvs1D1/2vw2mQGC2O0HUBfb2apzcOeSkfoyhaVz2Ljg9Pefq6ze43bAk5uk2dmKNIHjE25mwv6PbqIpCLVGnulvk5H11PMfj7AsNui/0GPb7WNKWbdrESmwxOrlbC6KwhCG6EspOQOUNZar3D4hvEjiqxWgzpmO2GM4mmFGTRXWC6IV2RQgCru4SBCKpZoZ8Kk/10TL18h7ZfJ7ec33aToer0RX2My6OEfaOXN0lEMMekhNxcDWH+DRJ9pE09VqN+s4OnAsMnhtiPK6ROI7z67/1CWazEfrcYFUeEVlpyA64UQvBEzEcg2K6SEEvcvjhFMgOl5+fMFg3MP0VSS+K0agi5j3koznbjcnmSsC+J2M5NtbOAHWRIVqIkXlCJbeoIywlxkOTGQO66hVraYkwTKFOUqjLKG7EwTFM1skN+tIgMkmwTa9CQYInsU1t8EVQlgaJQZyIGCW5l6D4+jy1J+rYbYeu1OPCP6f/u0O0G51teourOhjTKNpawxd9nIjNOrci2UohuSLTvSHKRiU2jOHGNqgbjY/82ffxW1f/mrwQIVePc/Q+BXoSjS+tmIsNxrMBrmOiKxtiiyhyxMJ46lkkzcR74QDJUhECGbdZQchMCKYplMIQoTTAatcQ4kukx+6jaTLi2ZNo8SjJZIqVJzN+QWf6bIa5NGYTsXAlDys1R1ilYBXH8WV8R8fVXDbpJcrGQFkZ4Cl4UoCVsHAVl+g4juhJZOIZKnaV/H6WyvvKLM0FzedbtFsdzuRTAi/0lAzEAEd30Oc60WkUK2bhyz6iK6KtNNa3ZOf3v/996FaEL/5PX8aOWeGFg2FQq91yqXarGG/Tuby+vB2sPWPzLTZjwau+ExAdgUwjiyd7+LfHdHD7RV9EmdYnpHaTD6Xte7u7rFar0Ej2/FV4eE/A0KMksrFXgg1bLc5Oz14DG/7vHN/VSelBKIqC4zjcvXuXH/74x3nf+97DI488guu6YZnvdmK8WglNXA8ODhh9ecz1Z29orlp0xh0CK0Bbq6yzK9bFB/Yn4dJdICBfyHFycshh9JBEO8lkMqEzb9O+6jCZj1hXhgiejDGOh4wmAVzNYVOc48ZN6pUyB4d7HCb2SWlx2sElZ40uzS/28e5Fwnq56AEiggfKymCTW2AMEwiRgHIxS2W/RL26h+SrtDpdrpPnnDXP2GxsQCIAlI1GqpHFjG1vyx0ShhGlnq9Ty9eov6XO8rkVPXo0Gg3a7TaO66IuNay4hZXakmil8GXv9orTZ39zwOOVx0m/PYoSlZlcT+h2bxicjbjO3COQHBK9BK5qo8/iSBsNyVZADFjWB2ROBMriPnmnTDJqMAnGTF7YMFc7SEmPxDKP4kXx5ypB0mZT7DMzOqyvbLSbAtJaR8n7JHfjFB5PY9zPsfG3jKMzhl832fYdFpWw5yObGtFhEnyRbWbJNrUNAXi+yLQ6RV4bZG/y2BEbR3fwNBdRlCglK9TKOxz98CFJN0njUy06bpvmeQvnRfehB5yr26zyK9RVKF+e1caIQkBsEMc1TFRL4mN/9QP88u//DMLIRBJ9rMfuU8jEKE0eJVtJkU/CbLVg8o012wsZO9VFKfdQEzMCzUSaZhDmcfxOATFiIaZnCPkx/iCP3y5BeYBQGBPkRwiSx+b8EN/R0ZwC8viY9KFOtKzSu3GZ3Q+Y+kOGyQFOxMFWBBxk7IhLZJxAm8UwDRdfDkKy8TqU1juGg7LRMMYG+kpnlV8hGzI7OzvUazVKQon4EzF6SpfTs3POzs5YDJekGy9hLx7Ey5lUH/zo+xFmIl/9Z1/DTL6yR/RgRMH4Ho2ju0ccHRxQrVbo9XqcXYZChtbt8K4g+CE0OAQp44kQb6XQNjp2/KW+UMgLE5jWZnjyS9UNRVHY3d192PPKZDI0LhpcfP6K9jMdZuMZtmZjpra4cfclnz5VxbZsprMpp/dfAxv+7xF/IpLSt4t0Os0PfOxjfPjDH+JNb3oTsViMfr/P1fUN9+7dw1AMjuQjqmoFyZfpT/o0tjfcN19kZT+4MntQT74FSns+yUYWXdIoP1Jkt1anlqtidra0nRuu9Oe5umjASiZAwNUdUELy50ulPo9ULML+yREnxwfk23Wm50s6Yotmo0NvMCLwfbR5FDO2Rd0auLpFIIelQ9+XyMey1Er7HH6sTrVaoTPucXp1n7PTa4ZXY1KNXFiaFAQUM+wFiK6IL8Nyf8Ghd0i1VmX3sTqxWIz2ZYf2vTZn8hkjc0S8m8AYxhADSJQSvO3Nb6Fz3ecrrd/HWEcpGkVysRQZI0XiaYV++YbWl26Y/66DMFdwDAtfc7AyK/RpDMFUsNJzJE/GkFSydyOUXp8jPykw/6rP1Foyt8bY0TWRPZm4m0R+3CZQt5i/rbByVoytMRuWaOMU2jxFrJCh8PY4BWsH+1RinpvRUluMvraAmYgYiGwSG8x0+L/UFlGWpTmOEpBqZrFi5sMeheCFzXTRUxgdDkhGk5w4d9k5rlKtlll8ZUV/MWJ8NaApNVipK5S1QnwUv53fcYmOoiB6bHML/oM/9zE++XOfRO6JuOk5XmEEqRmiL6DOYkQiPplNkYiXIH1ni140Gd0TsdrgpBuQGiInVghbFWGZJIhsCfpFgkUcYaeJuNuBrYa3TGLXb9iKIsI0SXD/AAsF07CJTPZIJnIkqxkSZhYn79C3pjSMMy6nPYKFSrJRwNFcXEm8/XyK4aoHmNanBBJEh1GMaSz0vXtZaEsN48Cg/u4djo6P2K3XGV6PuPyFKxrzBp1h9+EAq+AJKBuV+c6UD/yZD+AuHb76z54JDV9vRxMEArSlhhU3WZRnCD4IAugxnYODQ46PTjg+PEIWAy4bF1w8c0X7Kx2cYSg3txIbPMUNL0gcCU91Eb3QSHZdWLDNbF7iSAXi7VHNw+MylUhxR7rLjlilelLBE31a99p0hh1OpfvMg5dmnV4CG8YQBJHlakW/1+PevdfAhv9bxJ/YpPTyUBSFd77j7XzsYx/jHe94B7XaDrPZjEajyekzZyzHS/ZPdjl+8phqpUy73eH0Iuwl9fs9wo9v6I+XamSwDfNhL0oQoZzNU09XOfpQkUwhzfWiwenpBeenF8yXS4SHKqYAQfAJAh7el5hk2BP2Kb8hTz21h6yotGZtml/rcemf4c1ktKWOldgQCIAnoS10tpkNq+KCJEkO80fs1vY5ONnDS/jc/+QVnWc6jJpjxGV4paiuw6HI0Z0REJ5sZFsiGo9TqZWpv3WHvbfs0v/8gNZzbTrNLtEgypNvfZJv2F/n+a8+R/oyh7rRcHQTX3UwM0tyqQSlx7LsvbNI5AtJJpsJg2Wf7qrBdLTGaOcQXYHV7ghPt5E8H2VlsK4NkUyNvdkdckdxypUMiaJK3xzTfX7KzBqhnGxJtepoORVBC7DmLutviCzXW5bTLavSGNFRKK1qpPMFqu8pkZikGbWnDCdTWsoNg00fyZLRFjHm5Qnr7JZUK4vkhLZB6lpDnxkPHTsW5TlmzELdqOjzCKgBVb9KPpKn9HSRzFGKzjNd+s8OGS0GjNQBjrFFJAhLfLLH9z/6Yb70e19iHevhpRbEJgkUW8HJjBGMDQoO+lZHrPSRohsiwwMMOU40oRCLWTjlEeuJh7vzNfAW+K0K3tk+YrlPkJ4RiOC4Cu4sjSvZeCc3BJ6E/exjuAiY0wxKP4cVN3E9EXmVJvI6mVJqh92nKqSfSHNx0aP5q2OuVjcsVyYPkpLoSEiWwqQ+wdd89IVOop3CTGxfEhoEoC90FuUFZiI0rVV1lYPdfQ42R+wUqsSqUTqdLo2bBv2vDrGGFpv0hre9/61skxt+/9NfIDaK4csegeQh2TK+4rFJrZFtCXWrgRBSdLepDYHsIQoCxWKeo+oxO+s6WTnLWljT6TTpng9o2002sRXaMoK4VfEUHysRGskKQoBwO5gcECpcwxAIAiGkALQy2BEbQREoFgvUanXKcpnyG0ssCvNbq6Vzms3mQwHEA7BhIpkkEtFxnZfAhpdXlzQazdfAhn/E+FORlF4dx8fH/Jkf/jjvfe97eeyxR/E9j3anzfn5BVfXl1TKZU5OjjncPWC7XnN6HSaoxr0msasEnua8RLrFR7LFULW12yFVjHJ0csDJ8Qm7yV3GyxGnrftcnN6nfb1EXStIVggPdONrBFsh0crjqQ6u5pLLpNnJ1Khmquy+s0B3M+Li0016L46YzdcEAdhxk1VhgT6PYoxvkddCgCiIpB5JsfvmOsXLHTgXWUpzRrMRvXWfaRAOP85rM4QglOMShCs6V3dJTzIhBvv1ZQ6PDpFlmdZzbS67Z9x37hH5ZpRACAgUF1ezCXQLyQHRllhXJ+QneSq7GcpHZXZSFbYtj9YzE6bzAS3jEltdIwLyIoqV2GBHLOLtPG5mgSj4JCMRCqky+UidcilJ8KYZl5+aMr6YYse3JNQkkW4eHBlSPuvCkkV3zur5AGlgsCjN0KQIFa9G9ukMtTsVzIZH/2LIuDmlod8wTUwRPZHoOIHoCOhrA9EVMWNWyPy5FY5sU6GXmi/6obDB1AgISNsZ8nqe3EmGnbeVsZ0trcsbGto5170bIq0IP3T8w3z6+hNshTHRcQLVFQGfID1HSE/QpzEk2UU5bCLMY0idEiSXCLaMJnvEXj8gYtXIHC2IPXLN9EZg8oUiTqKN5/q4vgQ+2KskrqXA4/cwPQX37JBgnMK3dIRxGtNwcDcRfEdjVZogmRqmsUV/ncRe7TF2pnco5qpsJYtGt0njosXiuRVYIuvcCtuwsaM2xiyKutLClT8gmwp2zGKb2KCtQximL4UJJCAgPkyQSMcoH1Qo+yVi8wRCLaAn9EmqcQa9EZ/vfx4En8giRMM7uo2r20SmMWQ7LJMKvoBiK5ipJZvKBEH0CQIRfZjAGCRxcw7Vapn6TpVqvoI0V5jWxlzNL7k4u2Q0CVc3ovDgWBUedqOCICTwPlgp6XODWCf1LSVF2ZTRIjr5D2RCivXtcXF5efWwH/VyPLyiKGGpL5FAlmXWmzXD4Yj79+/TuGnQbLVYviaY+EPjuzYpqarK3/vv/zs++tHvRxAEfuEXf5H/8r/8r/7IzcdkMsnHPvoRPvzh7+Mtb3oz8XiCQb/HdeuGey++iKopHB8fcqd+TCQS4ey3Lmh+tcPN+oq1uUb0A7SFxja9YlWeIgihixgIqJrC4UGV4+MTDtQjti/6tG7atActht0JW2HNujRF2uhEpnFEN3T89hWXTXaBtONxeHzM8e4xdXmf7dLiat7gbHBO616H2FUKV7u1iEFA8ATUlcGiPCcyiZEjS/GgSHWvQvVoh/lqTvNrbS71S65WV6+QuwquSPo6jaSLvPv73kUymeSLX/oS2VSailZm5+0lWr/XpbNqcNO7YTwaIQg+kicgmyrz+pDoxEBbGtipNaIAValKYbZD/k6cwlMRuvM+3bMJ/bMJU6PHtjgnflPEkwDRJzKJIa1VlGUEtzoj/rREubpDoVNGERQG8pDRF7dYC5PgMZuEmkZbxvFHEo7jsUrOGEh9FqMtoiVjLBJklCyZeprS4wUSsTSDZ4cMhSG9UQ+z4SB7MovSDDvqoi/0UBbuCywLS5yI87BJbya2RAdxUq002+QGJ2qBEVAp56nHqtTuVCm/M8XFV8/J9ip86vQTTC/GxIcJgtQKyVQJ1C3BXhNjkkRZRRCOrpA2BvIgh5CaIszjCKkZwk4fea0jGBuST18RFdJIl48Tj3pYkS3Lhcmiq7D6ZjkUMtQ62NEtni8gdyuIszjBKMVGhsDRMRNrPM0m0i2wTZhs0hs2cQvR1IhP8xTqRSq1CvlJEWEhscot6XWGzO7NWAQLlqU5nuIj2TICt64PikdsFEfwBVzNRXRFJFtmnVnhRlwi8wiyJROZRAliHqknUtTrNe7cuQOzgN6kz03ygovLcwbDPoIYYAxjREdxrKSJIPiIt24S6lpjWR/iRLeIokeynUbZaiEdNyxi4COR8Qrk3prl4J277FX2WC5WnDcuuTi/5Or6Btd+4OQQJiM/eEljrqw0kq0M25gVMlcenGdWGrZhsaiGCU4QhNBq6eiIo+Mj6rUak8kkTFCn53Re6BIsw1/h6g5KXiGZTBCNRfF9PwQbNpucnZ29Bjb8A+K7Nin91N/5b3n965/kr/31nyQIfP7hP/gHPPvss/ydn/q7/x57CxOJLMt87/e+jR/4gR/gne98B7uVGvPplNagxb1795nOJhyU9tm190g5GWbzGe3hDY3VNTfS9a3q59ba8mFy8iEQiHcyVJQi5Sfz7JZqpI0M7aserWWLU+kbzPsmiqne9qJMPP1WQRTIgIgoSezW65ycHHNSu4s8inD9uze0nCaNRpP1OmzuqisdM2qjODJ4Am7EBQRURaW6U6Wm1Dn66D6RXYPz8wtOz045PzvHXFjsjHd47wffw1Yw+dQnP4238hC8AMWWMB/dcBw5Yie2Q/2xCq7j0Bhe0Xm2TWvdYFIcoC8jJJoZJFvBjdjItoQ+M9iUJkTiCmXhgEwkTdJOIhwt6e836Jz2mH3DRe0nkS0FT3Pw4kvciIU+ToUqQcknLqfIVdMU35gma+eYtNYM7y2Yr+b4UY/IiU5UjyOlFLwji8U3TczPeQz8ARt1jQ/kliUK8QL5uzl231lj/sUl/fMhnUKXVq9FpBV9WEraJreYqe0rmvTqRiHRSWKmHlxN+wgEKBsRZB/hjSYn2UPerHwPUs5lcTOn/fUBU/+GVcvEyw7wszPkjYy+1pETawQfpF4WQXOQVAuv1ENyFeR2ETE7Rjy4huQcZmkY7aCmNWJKDuV6FzHQ2FQHLNomy5aIFZ/gpZf4XgDtCu4qip1b4nkikX4eV7dZlCYEjkHgySwLSwIktHl4MaHPIkgHItX4DgW1RK6aZdVeMQ4mtKQWp8IplhAO1Sa6SbSV9orhWckO55SmtQme6oVedu00zsPRi4APfeADTIdzzMGW+g+WOXxkj81qxdnNGc1f6dJr9rHV27P6w1WMhlXrIxZHSKKL3s2gTeK4qQ2BD64vgy8iThMsKhOc9AZRUqjt1NjdO+RwZ5dUOk1z0OHy4oqLywbD5gxxFWJmAjkckI8OEiibCObtOIFshf3YRWX2LUPCD0LTNA729zncP6Lu15D6MoPBkE4nHN7tyJ3QBUMASZIeCiYUWcGyXgMbfrv4rkxKgiBweXHGj/7ZP8eXv/wVAB577FF+9Vd+mcOjk3+Pgbdvt33A4eE+H//4D/H+972Xx08eA6A9bHBxesnNc03yqRyHd+scHe/j4nHauc/p6T0urxq4Tuj2LAg+oi2RusnjKn4o+wZiMYV6pcZOfJejD1RZCwtOexeh5LTRI3wLYZ0fpPCK8OFshkiZMofBXWpPVSllSkwnE276Ddrf6NGxu7iKR2wQDyfzxfC5shlOzy9qU0q1MkfFYw5q+xT3isy8KWpD5eL3rvn9r38ebRoOiMqWjKu6jE+6OIZNrJ9EdmRy5Qw7+QqVWpbi02luGhe0v9Cndz7CHvlAwKY4IVA8IrM4+iAJQkCgOniJDZl6lGKtzOE7i0gznatPThlv+vS3TVbSDG2cRB9ksNJL1uU5YiCgzGNscjOCnM3B+A0UlSKVkzxKRqXj9Glct7FaFuobVTLJFNplHIqw3Vgs7m9YXW5ZOGHpZFVdUtPrVMc1Sh8okq6laf1Om/5iwOh6xCDax47aCI6AutWY7o0RPIFUK40dsQlkH9EV0NYasUEMK7FmUR/iGBZ/44P/Eb/8P/8K8USUglUml4hhZHyW+SvGlzOWL9i4sSGkFoiijzhOIVgqXqGLtDVQBhmExJqgMEIYZQhsGa84wlO8EGHeK4InYdydEXfLGH6VuGSwCmxWap+p1+NG6MNaR5on0HsFbNljW1jiygGepyItDTxZZLYzJhCFcJUySeLJHrFhAsuwkBWVYqRA/rBA9bBM+k0p+nKP0xfP6f96n9l6/gqVHYSeeLOdGXbMQnSkl6nxwtXAh7/v+2icNjl7/h6z3RFiBHZrdQ6PD6jN9zBWKhNtQLPVot3sMp2OyS5kvOIEL7bB000ikkWkVcaXPAJji+MpeOMUaC7r/AzB0hA8IGJhGjaBKBBPxNmpH7G3f0Itvsvsa1vapz16vSm9/oituGGbWaMtI+Eq1ZNwVI9NasM2vf238qS0pUaykyJS0tk5CBWKxVSJzWBDL9fjYnTOxeXlKwQQL4ENoyAIrwAbPvDp+9MINvyuTEqHBwf83u99jp3a7ivMFZuNaz74oQ/z4osv/hH3+GBV8+rwH96fSMT4/o98hI985IO85fE3k0omGUx63PRueOGFF5AVmePjY+6UDonHolxNLjk9u8/p6TnrkUX6poCrOvjKg5WUj+CJKJsIq6MJu3cLHJ+ccFI6RlVkzodXnJ5dcHF2yWbjhjJrRyIQRZyIjWyLJJtZHM1DjknUdnaoVeqUhDKRN0S4Wd1w/ZtNhveGmIGD6AkEYsA6v8KJOMT6CZStCgTcffQub/rIG1nqc9RGhNnn5owHY8arIcP1gG1kQyD5LCszXNVFXanIdpis7NiabDzBsX1I+ajITqXCcjWncdVi0GpxHj1H76WJNbN4iQ2ubuFHt/hCgD6PsSlNSOXj1DePUXljgqKeYTyZ0vm9FePRlNl2zro6CBUlporoycxqA+KtIvjgRV3yqSzl2g61wg7xRYbV8ZKrwQWT31lBXCBdzGFMYogzGc/xWWlrhpE+48aUxGUKO+IgHMCut0dezVN8Mo9X9Gg+32L4zIjxbMyoNsSKmxiTKPoqgqPZRGYRjHkER3cwU0v0tU4g+vzAj32IT/zaJzDtLcpWR3FAq2+p6FniVpZMHvz9NrPJkoXZYRK/RFjJqOMMaqtCkJ4hZGcIozSYGr6l4CdX+NENvuLgbiN4EQvJC1A6ZfyIDYpCLCiRfZNAOtghcqIwyF9z88yY8e8KLOU1riTgeiqBr+DbCspWZ1qf4Gke+swg3k0TCIRqu1goflBXOmZig6d5RCoGO++rcHR4SK6VYzVZ01l3uGk06HQ6eFsPYxJjVVxgR20cw8aYRImOo1gxE1/2+cj7P8TN1254fvEsVty87WsG4Yreh51FmWI9S/Vunkoiy/IbYyatKTOtw3w9QBBX+IUpvuogD9OIloIo+niRDRslQJykcbc6SD5iIOAktiyLUzzZR0Ag8ES0VoWiVKXwaJadcpVkqkjvxQVds8ep/CKj6xmBJ+GqLp784Azxh2el2CBOZGa8QqUoSRI1tUb5bSWO33tILpej1W4/9OnrdDoPBRAvgQ0TRHQd23HIZXN8+tOf5v7pGc1m408N2PC7Mim96U1v4md/5n/h4PD4Ffc/941n+Bt/8z/hs5/97B9hb8Grbl/92IPE9FI5TpIk3vrWp/nBH/x+3vXO97CXq7FczGnNW9y7f4/RaMjBfp2TkyPqqV360yZnn2zQ/kafrjMAIew5aUsDx7BY7Exu69jhSqhUTIQJav8ORaPCzVf7NL7WodPsMZ8tcHSHdWEespUmSQRfACFACETM1JbkU0lOHjnmuHpMwk3SvNfhptfgfHzOYNMPQWxbFSdh8z3f81b2dvb5zL/5LFfSJaIkcjw9prCXp7JbJlGJ0tt0aT7b4mZxRTfZftXfyCfWNzAWEez4GlmWqZSL7NR3KG3KJJ+KcNO8of3lPi3zhq1lhaXNIEBbRjEzK+zEmvhNGVffokZ8Kqky+eUuOT2HUoBhoUv7ekD/eoy7hdneCH0SRZ/EQwqsK6IuImgLAz0wSLxLp/7uGpVpjdWVQ58+vfM+wX0JvaISe9RA9nX8foB1Y7GSF4wYs16tUUwVL+VSMsoUKZKrZImfxOif9+m3RrTtNtbSRDZDhdg6s8SOmahrFWOlIvoiH/mr7+WXP/XLbK0tm/wESfBJjaIkBimszAS1NCVb1SkUEiQ3RRJHS2bVc0bPrpl9MYaX7SNN4wj9AiRmYOl4voC100EZZ3FsGT+xQrB0pEEOP7HBsxWCTRSzPCBwNYyCQf69Bjv5I2LPlZkwpzNb0mqN6A0myMsYylZhUQ5XNQEiiU4GdamjrXSsWIj+ED2JVW4RIs6jJpvcBidiE3ENDv1DynfL7J3U0QKd5q+3GY1G9Kwum/EWT/VYFZYIAShbFdGD933oPZyN73P/6h6RmfHws4sQ4KRnCPoWYxFFtmUMwSNHjvRjAqVHJOIRjclsweR8yyR3n1nQQ7FlVNlGjWyQLnbZWjqeYeO6MpatwCjLKj/FKYU9Id9UMc7rOGIQrvICEdXQKGfqlOK7HH/sCCEOF80m52dXnF9esVpub88Gf3BiivXjRObfxgtwHmGVD41sE4nErZHsIYeHhwRBwPn5BWfnZ5yfX7BarUKEiyOhRTT+9n/zn/OzP/uzWJb9LWDDZrPF+luGiv9kxHdlUnrqqaf41z/7r74lKX3zuWf5iZ/4j/j87/3eH2FvwR/wPbwyIb38+5e2FwSBvb19fuiHPsoH3v8eXrf7GIIA3XWb8/NTzi8uyOeTnJROKHV2QxNUs0en0aO5GDDPDHGi3m0P6iXrlCAIS4oZM8dR8AjV15WpleuYpknjxRbNaYv7yosIKxlloyEEEm7EwYpaBNKD1yeQTKY4OT7h5OSY/b19xpcTLn7piq7V4/EnHiUSifDrv/EbbIcWiAHb1Jp4N4F5qz5LJRPUd0OrlmIxj/PIltPmGaenp7SabYIgIN5OoG0VnNgWEBCCcJJfXWlEXudSP6hRXuxSOkgxMcc0ugN6zRuWVz7LnSFOak3sJk9kksSKrBEUj0SjQCAKqK+zKWarFIIykVmcpbZisN/ianTJ9vmwJKmsVNRVhAARK2HhE7piODGLglGmnC1TPC4RwWC8mNLv9FldrlElGWMvgr5rIJgC7q7F1Jyz+PIS5wWPrREiLlJ6mh1hh2w8S+VtRTbKltan2vSmfRqxS8StSLwXw42YqI7GR//8B/n5r/8MDHys9IJNeUJ0FiE9iOPnJkiiiyAGqLKNvIpgFAIq75qS0fKoX9/DLMyZPu+zaoEpj2Cl40kuXr2LM8oSBAGCJ+MD0qCIF1sRzFI4UYttboLcK+DG1mwrY7ZRm+S0TEk4oPToHrXSIVY7oP3FCWNrSHfVxdn4WDEbK2ahLnWSgySCJ2FFLayEGWLu1zrr7DosISoeq+wKyRWJzA1ERyTjZykkihQez5Emg7kyGd2MGa9HXMbOWSTmCILPj/2lP89Xv/RVOp/qhf1D1UUQPJTAR99KWHtdvIiJ7orE1zL6NIpUDZ28dVUmncmQdMvkjhWMR2aMF+fMp12mlwHeN3fxMnNsT8Vx5dDceGngCCKj6gREEGwJ47yGLYErhaXwIBDAkxBWMeb1MZmDHEcHj3C4f0y1UqHXG3J2fc3Z2cUryLuiIyL6Ip7soW5Uku1UePzJt6sfV3w4n/VyEi+EK6NqtfpQMFGtVGg/0+H6czd0LrpMFzP+4t/48/z9X/r7bIUtsWiURDL5CrDhzfUNZ38CwYbflUlpb2+XL37h919RvhMEgcbNFe993wc4Ozv7I+zt1W//5SunAHi1EeuD25fmFMIQAJdEIspHPvhhPvSR9/H040+RiWcYLns0Bte88PV7SEuNg+Ihe7u75Os5mt4190/POD29Yj4zeUXi8yHZyCO5Mo5hI4oS5XKBem2fql8l9640Ta/J6ek5p2fnrJZrgm9xrXyYoVAUhaPMEcfWHQ7fdoAANJoNrq9vaJ+3MdcW6/yCZCeFZVgEcpiIBQL0eQSnvKHyPSWOdo84zO4jKiJX83MuPnfF6PenrIwZylZFW0SQTRnZFpke9diUJsT6aWJmnPx+hkq1RCGoIGVd2vlLml8YM35xgTTVEG0JL7YN8R9bFfxQLIEvIhkiqUcSlGsl9t68gxu1OP+dJpPfWdL3emwMC1fxiQ6TaEudRXWKFXVRVhE81UW6K3KUPKLUrJDNZfAKHl2nR7vfxpt6JHNJEt8bRxmrePd81vE10+GU9bMbTMtE8EVEA9JvSlF16mTNNOn3x2ndb9D74pCO3UKYCHzsx9/Lz33lZ/CmPoHgsjjqElmqpDsZhNwAWfIQxQDRFYkMUwTpKcHxFUp0gdbYIy4WiGpJjGkZNWEyn3gs013m6ynOdQEvPQXJQzAjSJ0yuArb9Bw7tkEdZBFXMazMHMETcQKVTXJF4Ml4rops6RTtEunDDKU7JWLrJLPuktFgQlfo0RG7eLKDPo8g+CKKpaItNRbFOVYyXAU8GCWY1SYQhA7iyW4KT3YxZjEkWSBdTVPKF8kpeeLVKPP6jCvvjDe+7vV89mc+T/+LfazUClEIkEQHWXIw1gp2esm2MsHQNsQnEWLDJEJhAmKAGAT4gYi4iBIkV2TfPCKfM8hkY+jTLIMvJdlGmyxXGxbz0HKLZQQ7EJmVJ2ycCIHqoV+XCSYpzNhLqjdpYWAqPovynMDS8JFwNQ8tqnF4cMDR0SMcHRyhaDoX9y64+uwN3W/22Cy3eIrHNrlBMWUicyOczQ3CM8I6vWadX/1be1IJL8GJd4fKTpn6ozVkUYEZfOnsy9wTXmSymDzc9uVgQ1mRMbfmK8CGzWbrFTL177b4rkxKAPdefJ4f+w//D3zlK6HQ4XWve5xf+8SvcnR854/YHPzDynb+q7Z5cBsq2h5EmJgeJKnwuYIQoCgSb3nLm/jIhz/Eu9/9bvYTdVabJa11i/un5/T7Y/b36pycHLIb32W8XnDauuD09B7NVg88idR1HhDw9Ae9szDp6HMD6Uk4ePMBJ0cn1ApV+sMRp9fnnJ6e0un0w1frC8h2WBh3VZfj+jEfKH6Qexf3uOpfU9+tsVurEzcTLPQFDe2KxqebrM/XONqtL54p4Woui8oEZRuacEqOTKaQpPJEgcOn6sR6STrP9um/OGAyGrHemrjRLa5hYWbnbHML9HkMdRUJX0tiS+7EoC4/Stmpkt5JMLC7tF8cMLju0cvdEIgSyed3UCwVK7bFitm4ERvJUpEChdT3KOzG9ylPaqRPknSXQ1pfHjF+fsbGClHl6+yKIJDR5waL6gJf8UjdZHBTDpVald1ajVqtjiZotM863GRuGF+OyQwyxA/jGEKU4Awc1WLV2zAWRvSkHuJaJN1OI9+B8n6J4qJIOpNiuZpRfEuG3/7sp5g+P8eJWMx3h3jqluwgScQLEDIz1LWG2imEvoXFYbh60kyExALRjICtIfbzaLqAccchnkuinRfYCh6bTI/ZeszSneLpFsIkjWNFkEZpAlNnWwwHk6VVhMCM4uguVmrN5laJGZnG2Sa2oWhFV8jV8hS1KqW7RQRdZJDsc7G+4OqbN6jnGoIvfgs2Qp9FWFRnmAkT0RFJN7JItohx63sXLvoD1LWGtCNSPsmz/8NVTvZPGD8z5uIz57TtBt3eDSIbRMFDW2s4sQ1OtY8RWxBzBGLXJbz4Gll3EAAJj2CURr57hpSeoSIgKjaqIqFfP4Khy0QLIgEGy43I7Nk4G3+OKZpsfYWlFmDpDnInh7tI4Us+gisRaA6W4RAsDURLw/UVbMNlk1vcekoKBIJIsVDiRHiEilClfKfIYrukddqic93lQjrHDdzbXi23c17WvzUhwQMUyEs9qb3dXT7wnvfTfq7L/kd32UY2nN32oq6vr7Htl1ZeL4ENoxDwXQ82/K5NSn/7b/3nvP3t38tf++s/ie97/A//8B9yc3PD/+U/+7/+Eff0BwkcHjz26p7Sy8t5ECrsgtvblz8/HJh8MEkuCAH1+g4f/f6P8/4PvIsn608iSRLdbZuLiwtOz87JZvOcHB9znD9GECXOBudc/maD4bNzVsaCB2o8yZaRHJlZfYinha7lesTg6OiYk+O7HB8c4boup1895+ZzTfoXQ1zH4c6bT/ieH30bv/kLn6L1uQ6BFALvZEtGTsiU3lHg+KkD9iv7rM6XXH3thtZNm8bimnV0jmTLxDsJPNV9OJuiblS2qTXSnsvd+aPkzTKlWgov4dKVWrQbN4xvFszrXdyIAyGLEMQAeaMQb5RwdBcjplHdqbFTL1Cwy5jykmb2mv4n5nSWfVzJ48HRHfgC2iLKfG+AbKpEeynUishOfZeKvUvazbBebhhFhjTcJr3eEHmmsc5vsGMmqUYGV/VC0UkQDoPmgxzFUpG9H6mx80iNzm90aV+1aS86KNcqCT2JEdeRDmUCz2V1sWHdXjNigOVviMwNVFEl+YYITz/5FMvnN3hbj3lizKA3YDjtY6szVFdEER30aRwUD6c0RHJFlGkCxZYISkOCiBPiUuIrxEUUcasi94oIiTWxRxyyuykykSRuz2C136EftGk94+E/X8GNbsDW0AZpLMNG8EWwImxyM3zbwDYs1GUEX4LoMIEdMwkQQgf7qEOinmBnv8rhnzmgUi5z+UvXNM/bNOYPoJDh8aLPIiwL84fKtEQ3SXwQR9mqofWSALIpEQgBZmJDIPosdsb85E/+H/nGV5/FuE6ws58lmREYLLt0zjvMvrZhKQ4QVRNFt9BqTeQAhGEORXEQRQ8pEBBTE9TECmkRB1tB0U3kwgBBc/BaFQJLR1RlRLOE6uRI1jzszJr5xGV4rTEWx8ySK7xJGnEbwVU9AgG0QRZHAFvx8DwVZW1gaw6LnSm+FK7SJFMl1czg6i5yRKZarVCv1SlHKhiFCKPigPOLC87Oz/9Ifnjpm8wtWDRMHoVcng9/5MP8zN//15j1DaXXlx769CWTSW4aDc7Pz78FDy+KIvF4nGQygaZpL4ENz864vg7x8H/cwYbftUlJkiT+zt/5b/mRP/PDqKrKr/3a/8rf+tt/m/V68++xt1f3lR78/AclpJdvf1viEl5eynvQHxJfNq8U+t492MQwonzf+z7EBz/yft765NPkkwWG8yGN4Q0vvHgfz4Pjo2MOk4foV1F63SGtaYfOTZfN3GSdXbLJr273LL3s9QiIokQ9v8uxdUwlvUN6PxVKUecCv/fMF3je+yayLaMtdCRHClHqSTNMGoAkQn23zvHRMSe7R6SyKS5vzrj85Us6511mzB6+T8EVULcqs50R8X4CBB+iHtVSnp16lVqmgjzRGB+0uZ6fc3V5wXIb/o+UZYTYTRH7ZXM/QSAhuzqVTJ7yR2LstI5QBIm+PKDR6NJpdjBXDqKlsNgND674TZ7Ak3CiDtosQnKYIVlPUHg6w052j2Ap0nt+SC/X5j738ZtgTGJYERttpWFMDCRbwUxs8DUfMSJSKBcp6yVKtRKBGTC4P2So91mu1yQXCQwpirovQhRs32RiDJleT7C6Dh85+CCfef53UfZcyvEyOSdLlBjb+oDhsMOkNcFer7FLQyRXQu/k8KNbFFsEwwzxFos43kELJ75G7uZQWwW88gBBuGU+ArGgQLKao/LhGAV2uf7tgOG6w+hZm9XAxdHd0LDU1FkUw7kcK2GiLKJAgDFJYEdDkYO6jrDKrvDF8IJqVpsQyRjcid2hbu9Sf2qHQIRms0nrq22m92bMI3MCycc2HJyIRXQcI9lJ48teaB8kBJi32A83YmHHtvzwj3yUT1/8Fv3rAfF5hGRCopjPkrHKpOQInr5iNpiwGqzw/AHuwQVCtY9kaciiD4klkSBA6JQRYivk6BrJlmCVQKq1ELIT/GkG19Sw+lkwDYTSFF3PYMQyxNUy3iTP6mRKc7XkqjFgs9qgtYrI0wRm3Mb3JVxPwfdktMXtijBuEQQi8kon1cp8WzPZdCxF8UNFjh8NXciXy2U4VHv2Enn3D4pYL44xN8IRDqBSqfDu730n/+Yf/xKz6vSVhN90yKY6Pj56CQ9/fhEmqVfh4TVVJZFMkngZ2PD1r389/+gf/Y984td+7Q98Pd/J+K5NSv/bxquTzIP7/Fdt4/PKUt4rnxcmppf3dISH979y//Ltc8NyiiQJPPXUU3z0+z/Ku9/9bo7yR6y3W1rzNqenp/Quh+xGDthN1CkXKpjxDVfuFafnIYzM919aRTwo70UmUWK9JEJZ4MMf/D50XWO12ZAyU9i7Ftd2iJlvNpv4wcvf04PX+NJ7y2YynOwfU5/uUMoWWHpzGoMGNzdXDAYjtJnBvDpGnxsoloQbsxDwQQjNOPNilsL7Ehy+qUwtVma4GHHWvqH5XIvll6VwVaC4iFsFaW2gLiJYiQ2z4zbqRqW8rFI4KVI7qpCT8oxbEzpqi+vtOZP7Flo/gbqIEUg+nuKiriI4URtXcYnM4qSkNOl6mtITBYqPlFhl51x87Zr+7w+x73nYhomZNPGlgNgwjuiIrEoLfBFUS0a/q1M/qlGlitaIsPaXDJQBXbeFKAjk/BzRJyPIux7uvdBV/fPdT9FvDDA6MVzdJBJEyRwYlJ/WyFwVcByPxf4lo2/O2V74WJElqiUhqDZWrY+8iOFlltjVHvI0htasYKVCOyZ8ET8AcR7DV2C110OKKJSXb6Sol8gEZZyJxkwZMbxaMFqNGSfG6KMcq9wMXJXILIo+i0MQEEgClmFjRWzigxR21MKJuPiSj5UwkbcKqq2RKaapxnbImlnSBykW6zn9e0OmnSkDacCysEByJOKDBAEBTsRCW+sgEA7tqjZ/9gM/wmd/73PcqKfIio2xDcvL+jSKonjkyJOqy2RzKnLPYystcB55gU3uOSxnhez76GcH+IGInFihSA6CCMFWI7BUlCe+CXqovjO//joCV0aIbXAdBcvTQiDkZJ/4UyKFp+qUo4eM10uufn1LvzGjs54SeGC7Gr4fDhavynM2yS1BICGaCqlmFld38OWXjhF1reJqLrOdKQhh/3Zvb5fjo9CaKJ1O02g0HpbgJtcTlI2K6IrhvkSfRD/50ParVqnxxoM38Iuf/yUWlTmB+O1P0w/w8A9+z0M8/K1PX7vdfoVPXywW4yd/4q/zX//X/w0//S//5bfd53c6XktKD+PlJ+QHP796qPbVSenlP4uA97IV0ysLyYIQPByADR9/+f7928dFggCqlSo/9IMf5/0feD+vP349iiTTXfa4uLri9PSUVDLFyZ1HONk5RhJFzjuXnJ6FPlzbbXg1Fu3HKVPlfT/yXvrDPp/5zO/ieh6xbYzcE1kO3rfPyckxoihydnbO6dkpF+fnbM2Xiy2ClyqRQUCyFSfiRSjezbJb26GW3SEwodVqcxW/T+NeB+0qiqe6+MYWwRPRVgZ2YsO6PEVfacQ2MYr5MjtP5jh8dBf7WuDmhS695ojZ2Qo2MoEAdmKNmV2xLE5Qljr6IorkisiaRP5uit23FCkPDnFmAj2/T/uqx/g8LHOus0uMaZxko0BAgJm0MJNhQzpppcm/McfBe/cojauY5xYDqU+z02T6lTme5SN6ItvUBjNlomxCX7d5fYY+i5Af5sm/Pkt9r0atXMH1XJovNmmOmyx3h7z34H0E93262jVBP8A8d1jJM1adLStpyrYwIr6MknPLZL5HoiCnUVoRFskZ87M1M+OSpTZEG2SwUwusvS6iLyCf7RFILlJ0S+ALyJM4aq+IlVriRrc4qosjgTSNI65jpJwy6VyMdC1JYT9D/2rD8GpOT+wwtGYEkotsquiTBJ7i4yoexiyGrXrYURN9FUXZKrhaiIa3Yza+6BMdxRAE0HSNqrJD4ShHPp3HWXqMGdGKNDidneGNPdS1QnQcZ5tZ4isuAj4//uf+Ap/8uU/R91vYu11k0SWyUEl1UqhrHSSPQLPRFJuUKBKNxEk/tqbyvSv86JjFYMj89/JsxSmytkUWPRAh8CWCcRrlyecQYmsCX2D94gn+MIeYn+I5MparEfhg9Uqs6j0Wso8nJqiUiuStu+Rmd4gdJehO+zSbU26uR3jtgG1mgycHeKKAGbExpjGMmYFtOPiSH0I2HYlNOqwAyKZ8SzM2cYyw+pBKpR6ubipildVzK9o3XbqDDr32gKW6COnHSx3ZlNk72OPRtz/CT3/2Xz4cuP93iZfj4Q8PDxBFkYuLS8aTMS+88CK9Xo//4m//Lf7m3/yP+aVf/pV/5/3+/zNeS0qviG/XQ3r14w/i1RLxB0Ox8HJp90uuDP7LkpX/UBARhkgQPFjtvFzNJ6BpGh/6wIf4yEc/wve84a0UMgVGkyGNUZfnX3gex3Y4Pj7mZPduCDLstzk9O8NrB7xeeyMvTO/x9WefefgSI3OdRXmJmd4iAJVqlTsnoWS8UCjQaDRCTsxXrlhfbZAcEUe3sZIbJC8g1k2GIEPVRvQVSpE85TflOX5PnUKqwNVzDW5+v0Xvost8u8KJbtnm5kQmCSJzA193CAQfyVRwozbJ18nUIwfkznaJijGW8QV9v0t7ecW2FbBJblhXpgiWjOSJBJKDq7pEBklioxTxQ53a3h67hToJLU23MaCVuuLytEXwVRkzYeEp/u2fVbjl64hM98bEh0l2lDrVJ8pU0zso1ypzb8HgvE/LbzMQ+6H32kZlujtFtmQS7QRmcgtCgChCMVegrtTZOapQ/8Ei696Kr/6rr9Fft9AdndQ8i1qUkJYSbm3Nxh+zub9lOV/iKTai6JNc5kgk4mTvyBT2VBZXAvMrk3m0w8xaYOuhx6K4NvAlD3mto02SuKkllu6gjNMIWx0rtcCOmbiKg7COIm3VMNls06SNPLnvSbF7dwd7Ac1Wl5Z6xfngBn8sYowSqOsIVswiNo7jah6e7KOtdczYFsdwmZdmJPtJ8CE6iYXycNlHRKQg58k+kaV2UqX+sR06oy5nv39G77f79LwOAT4CHn/5L/wYv/xvPsFiOWZ73ESWt8RMgdRVBWkexY9YBIqHIjlEHQE1ukLILAkevSJXM8kaGsLFMZqj4qT62KsVlu1gzlRYxlF2rwnkAD+yxfUU3HuHBKIPURPLNAhmMZzIFjM9Z9kv42wNbGOLI/nI7V2iWpbifo5CcYf0tsZyYjJ0hnQGAwb9Mbbsss6ukS0FbRlB8AU8xQtX6BsV0RND9pYr4Us+y+LiW6yYMu0s+WKe6t0K9VqNdCJN97k+3Uib0/UpvZs+T77+SR5/6lH+2T//F/9+pzLCi+NKpfIQQ28YBp7nIYoiP/VTf5f/9//nf/pj6RjxWlL6lniguvuDXB7glaucV/eahFeV6+ClJCW9bLvQJy/cVryd1PZvy3/BrbX+g1JgKGYQRZEnnngdH/+hj/Oe97yX48oR2+2W1rTN2dklzVaXer3G2556Kykjw/BzE65euKE1a9Lr9xDXcqiiq87w1W99b4lEgpPjYw70A3KzHKa9oTVt0Tnv0J/0mBfGiJ5AZBpBsiV8McBKbNlmVgSyRzwR5fh4n+P6MbuRGuvtivPtKddfabH44hbL2Nx6oIWecdosxro0w9Ntklcl1IxPaX+H2v4OlWSJ1dCiNexwHbvPdf8G132Q+D0S10UEW8aJWDzoqUUNnd3IAbX31dmr7zH6zIyO2KPRbtHtdHA9D3mrggjT3QnaSifRTmPFLERfJD/LkyvkKaYK7LyrgiU6NJ5p0rvpcZq4hy3ZJBtJABzDRt7KGGODjJvljR95gpk6YrDpUooWyHtZbH9L75sDZoM52/yEWClCdJRGMiWobLCDDSt7zOr/x95/R0mSV2f+8CdseldZ6Sqzsqq6TPeYnh7vfY/3IIFAQkKWlTdIK7QSuwhkfkcSuxICxBp5gRwgrAAxzAyMY2CAsT3dXT699z4zzPtHVlVX11SPgdGuznvmnlOnMsPHNyPiiXvvc59ba6I1TZBHqI1JPFYHvvM0vI4JxJybVq9D05Gl1i7TpYlcd2HYxmQTJT+JLhoIpoAhwtBXB1OkFqlgIiJXXdjSU/Q8LYZWA1EUCAQCTHtnxiogt02TruVY+0yK9HKednas/L1dV2NpW+lMdBEMaIaa2Fo2lM64ZfzQPhzX/ujjvl3tyTaCCaNzhsyfM8e8f55AbhJxQiBTSpFMbnD95Vfz2b/5HE2tij5VQrI2kRxNXLkAjpU4hqqh2XsouoAdA8VXRbIYCMESiruGLVBBGomIiXmsXgO7V0cy7PTXwmh9jaGmM6hYMSQdYX4TIkXMkh+6VjRTQHN20TSRUSlAd2hhoFkwBioDV5eOa4BQCyB27GiIiCMbEV+I4IXjDs52p4v08SLpao5l5TiVUh1RF9AlHU/OizxQTsv9qB0VXdWpx2o74TdL04on6zktJ2W324l74sQORFl60wIAjUYD0zT56Mf+nna7zWthXq+Xq666kssvu4xisYTT6eCxxx/nwQcf4qEHH2J1be012c/3aq+D0ovsTIWy8GLPaNsMxiAzBo8xuOwmH+z+vL38tglbhbKn7+tUMe0W48zci3QC4XCI++67j1tuuZkLD12EarOxFT/k05//DEbD4IC6RNQZRZEV8v0c69o6K9kVOt0e+5k4EvEmfIiKSHg+SDw+zcxUFMoCBTPHunWZlZOrDBp9TFHHULbPeRuQDUBDUURmZ+IsLM0z25vDWJcoOlIkk1myqSy94QC5bUG39xlMNnAngluN90QMQ0CSZKY800QjIZZui+Pw2Fkvb7KyssrqygbCSRWlbWewXbCricgDFUvLTj1eYTQ54NDwXKKBGDNnxbHZbKRzGTLP5FlllapQQ2lZcOZdWHoWhrYR1qYVtWWhFWqC0yRKlIAZJHgogOeIm5JaYjO7Qe4beYbFIfaKA6/bw0V3ns9aZpXEw0kQTPqTdWRkJsJOgks+pqQQFlMld7xBvVWj4UmhRnXcigebYEc6t81A79A7odN5RqZuS6HoYClOoPgN3EoI/5JKOG6hnhepVKuUpAzNNROh6EVz9UCTEHoWetE8UsdOe7JBZ7INdTeeVJC+p4OxU1UtIA3GVO/ROV3mz1rigHCQUCdCvzoit5mn0ClQLBYRGwrtQAtpJNIMjXUDPTkvatOCseUpqd0x405XdERNoDPZxlAMhtYezpaLKcsUUwdDTEcjOHtOis+VKPdS1AoFBo02pqfJaC6FXPFgT4fH17u9h+Bo49FEBFcHJVhClYZIso48k0BSNCiEYKQgDCXMWhhZVlAEJxa7SbevMMhaMM86hnbW0whDhZEp0O9ZMY4fpCfDQDTp9W1oQxmh6qM3VaXj7THqOhlpFlzJMKZoMpTHRbYur4d4dJ6oZZoD987Rt/bHRIZn16h/rUFP7u0UzsIWWPdU6tPVrS7OW6CU8W5526fuO6WrYMgG9Zka0ViUm286SigUwmq1UiwWd1rDJ5Op70Lb85T5fD7e+Su/zIUXXYzVauPojTdww403cOUVV/DAAw/y9h/9se9626+VvQ5KL7L9wnJ7529P3xvqE3Z9FncBC5zu9WybvqvZ2LbtzTedEmE9BVK7tzteRlWtvOe/vYfvu+9N6JpGIBCgUqmQyGY4+dRJuv0eC2fPs7S0SCQSIZPNsby8PG5kWCzubEnpqHiT3jELSDh1/gGHn+lQlIX74kSnp8gWMyxvLLO8vEohX9w1FvoWy/DUuFnqdmLtGcLnTxCPxQg6A1TaFZLP5kgNV0gpa7iTYaS+jaFznFDGELE07XQnG/T8LcJqhNnwHHMLM8RmQhTyRTYeyJOuJakU2lgrDqwtO4Zo0o406ATaaKqOo+hBGci4PG6mohGmL4gxfd40uW8UyazkyOZyNDJNTNOk5+0iaRJSX8ZRcYIJfV+Xrr+L1+kl7o8zc9s08cUYmYeyNJ5tELt4iief+SbZx/IYoo48lOgHmowcPdS2hf50gaG7y1Rrmlj/AKErfEQnAzS6ZTKlPOUXqowmangvkHH2fEjrDsTAiO4Jg25xSIsqWkNEUEbos0UCo3m8riChpQnEpp3CeouqXqSSaTHs63QjJcSWnbanSzvYRuxZcKcm0RRjHMY0BTBE7BX3WM8wXEdXTHQE3OUJptQoYSVMcCGITbdRNxvkBnkqz1Uoi2X6rv5YyaHm2AnhDR19TMHE2hx7T4IxZmSOLCPaoQaGNELSRSRD5I2XvYHjq8/i9XmYFBwYYp1yukFLzFAIP49m9FFrbiTRRB7K2DQB26EVFElDUUbIAwVGMtYjzyBZRpiajJ4PoD13DkbHjjhRRxBlJMWK2ApgdYj47nianqNMo6FRPOZFW55m4O0wGCn0BlYGQwtS245uGVGPVxnqFoZdB57NCIZgoltMdGPcLNM0ZawtK625NtFzYiwuLrAwNY/wnESpVSJVTpFKpqnWqogjEXkgjz0lycSQxvlKb9o3pjltsV0xwNq00Q40Gdk1BEPgupuvweK38MADD7IwP8/CFh1cUZSdXk4rKys0Gqc64r4Sm5qa4md++j8xv7B02ro2m41QKMjmZuJVbe/fw14HpRfZ3jqk7Wm758F2+O30ebsB6NQ2ToXztpq9mcI+6+2mk5/uSZ2aLu2athuUToX6JEnGMEzOO+887rvvHm684UaWFg8xGAzIZDPjeoVEgunpOEuLS8zPH6Db7bK8ssLy8grpF8aNDIe72g0AyP3x9uszZexuG4sLCywtzTE/Nc+g32c5M5Ye2lhdQ2qBPFBBMBjZxqw2TzqAoAtojj4Wi0rUHyM2EWHh2jCCe8DJ9STphyqUEi00TQdTYOjq0fW3sVecKC0HiOZYVcGpEbjUzVxojlA5TucFjUqzRtkskDISDHQDaajQjDbQ1dFYhmkr9j+y6UyWQ8TdcaLnx4jHpzFNk+S30qSHKU5ox5GSCu6Mm95ED03Vdt4nLE0LfW+P0cyQW+ZvZkaZQZgw0Qoj0k/kKOhZqmslOvYG/YkOSlcBe5fWbBFryYW9MMHQ20aRJSKhMNHpAKFhEFtYpDCTJP3tDN2nRKxhAVfDhzq0IboNhgWTjqNJ3Vqgvw66PEQyZGx2JwEtim/Gi0eboB9sUWoVKH5nRFEs03N2GFlGKB0rStuOZtExBANnyYula6Xv6iKOlHFTQ+eAvmswboBYdSL3VaRJgcnpIEE9hP+AH3EeMhtZspksG70N9JGO2rYgmGCrO9AVbUzKGMqMLKOt8JVGO9SgE6hjMa38+CVv49Of+yxSRUZzt4gELPhsE/idNiZmRPoXJcjXExTTBfpPO7GJA2z+KqqsoUgjFEXHLE4gHzqBJVwCQ0RPRRl+4wJEWQNXB92UwBTRax5MUcd13Qk8h5rYPDHU7Dz5Zz20LHUKRY1abchgJCG1nIzsXWrBDiDR1azYcpPYah4G7h66OVbrl7tWTBHqU3UkTcYUxmy5aD/GrDpukBmNx+h3eyS+nSFbzJCpZjC6Y6+y7+5jiiaO8pi4Y0hs9aQaYWIiDxUEU+Ciyy9En9T48vKXd64/QRAIhUI79UrxeHzcy2nLi9rcTLxsb6b5+Xl+8K1vYX5hkV7vP2bL9tdBaV/bX+fuxYC0F7j2ejO7vZ1t1YfdIGPuWk/ctd/t/3u9onFN+ykT2A1Ip0zcNR+CwTD33nsPt956CxddcCFWq5V8ocD6xiYnTpzAYbeP+zQtLWGzWFn+7CrpZ7Nstjfo9ruImoilPQ7jdAPtMd17a5xESWQmHmNpaZHFwAGktErqWJpsJkUum6Ojden62xiqgb3kRhnIYAro6oj+RJtBoE18KsCBpQUWfAs4B25SlSwbuQSrpVWGGyb2ope+pwvi+LyUtgVD1mjEi1grHubaC4QOB4nPTeP1+8g38iSfyrLZ3yRtTZ32G8g9daulvYYpjW/0YCBIPDhN1B8lfs80qadTbD6QJNFPUK2ekndROyqabcQVP3Epi/YlvvyR+8npWcKWCNFRhNDSJI6ulX6kQVZLknsuT6VXpr2URmnZcSVDjJwdUMasRqVtxZH3YFnQCF7sJDoXwluKUsnVKJXyNI4PERQD24QV+wEVs6piFk36/irtXodmo45UskPPij7RwTfpxTeIEgiHULwy+fUm1UqNrJCmpw8wFQNpoGBpOOn5G0g961iAVtQRdZWBq8/APm4CqAwUpIGMo+rGFKEf6hGJhYnH40TdUZxOJ9VYmZXNVTa+tYlxzMQUzC1F8HHxrDQUEQyBkX1AK1pBcgn8+OG385l//FdMTUe39rEofZSRiCwYKIE+wct7hC52E7MHqD1pUC9k6MkZmp0WIkOs0gDKEwiLK1jDZSRFh5qT4deuQe+rSIHa+A4dSZh1D6ajBwdXMT1tOqaMLKrY0xfi8MYJhgJoKOQqLcrPDMi1K2htCVNX6DpHdHwdrFUvSteCJoKgyeiKycg29oiloTr2eKwjep4u1pYNtaMiShLBQICpUIRwIIx32ku5Uya9liG3liMtpRg4h6hdFcEATdGxNe3jMKhrDFrXX3Yd7UyHr1cep+fdP9S+3ctpYXGBpcVFHA4HG5vbIe4VyvsU7557zjnceecdzC8s/YfVynsdlPa1vUSGvdNPERVerCGy1+t5KcLE9jLbBIjtfe6uO9re5vY2xuyx3QW6Lz6G3aC0G9DGHXuPHj3KXXfdyVVXXsXUVIRqtUoqleaF48dptRosTC0wo83hw0u1XCVbzrLZ2SAhrJ+mhze2U8BsaViItqaJnDNJfH6KsM1PpVQnlcqybj1BuppH6SoIgG4Zolu0nWLQcS5KwOuyc2BpkaXFeWbc82Tur5AuZ0lVExSK1TGt3hSwNC3UY2WkgQVnwUt/S5fN6bQTj8eJOWeIHohiHtJZTq6wsrzKZiKJ0Ba3QGmEKZ0aN6kvIY1k9MNDFmKLxJszRA9HGZkDkskUyc0ktZMNLn/bxUQuCPPPH/kExgkQddAtGs6CE1ETEPwa/sMuItYI3pIPOapTCCfJdFfJP19HKY91+NSaC1vFydA5YGTrY2vaMGUNJgb4fX4CUR9+LTBWRbdUqK20GNV15IURjgMq6lAFWWPgb1Kv9GhuDtBXVQaWIZpqEhhF8U97CdjD+CJ+mnKTbC9NKp2lmeliAo6yeyv0JqC2bHQmOwiGsKNqLY4kJhKTaKqxlTs8dclOmpOEbgqwePECUWeM0gNlMutZSidK5Ad5dEMfg5IpMHT06fmbCPEhP3n4J/jU//w8pmmg23uo8gBL14rmbCHbeoxieUxvE9nRISZM4q3N4V8Y4VJU6vRorvTp5QxGljKiJqO628jRFHo5iPHUYVCHYO1jDBVMSUOXTfA0GRoKmgT4ywxFk2FiDq3jxO724nVF8JlhbF0vTb1HtdqhketQUkuUFrNIuoLQs6HJJqYgYK+4QDQZ2kZgilg6FnRFpxFpII8kRF3EEIxxuxRDxBJUiU/HmZ6eJuKLMGoNyQWzrGZWWVtbR6voeFO+sVr7FiHilptuprBa5Pnl56nFq69IqmhycnLHi5qdnaXdbu94Uel0hna7zUUXXsg111zNwUNnv/wGX8Jeq87f+9nroHRG288T2gaj3d/hlBfEru97c0zbHtFuYsBuD+fF9PKx7V1G2vrbbxvsWud0MNoPPAVB4Oyzz+IN972Bo0dv4NChQwy3w3wnV0k+n2QqEGH+7AMsHJlnOBiwvHFiHKZbX2ekDcfb2TpWV8aN2rEydHYBE4tFJBYLE1PmmL8qhjIFK+U1VpZPsLGZYjDYLizeZh6auwgdJqpo4WDvXKKxKPHpGJIkka5nSGxmKL5QpRwqYZrgTvvHygTSzqpYGw56sTaRi6ZYjCwyP7WAzWdjo7jBxueS5FaLNOQG4lDG0rTgqDoY2UbUZ6r0vD1sVTvOphP/9CSx6SmmPFE8s26EKHzrc98i+XyKQXWANJAwVA0MAWUgMbL1sLStKH2Z4UQb50GJ6MQ00bkJQpe4SKbyZL5apfZUh6qtjG4dYq06x/6uJtGdaIEywjQletEiUwE/UXOOifoUgcMuqkqVXDZNtVhFaThxnifgOkvGaNrQvm2nbWnSelanWeozsnQRRjKy4MB7oZ1p7wxT4Rj6CDLZLKXnquT6OUajEeoWy84Ux+3OW5GxoKsvOYkpCOiWUw8bQRu3KG9GGgydAxRF4dDoEFGmCVgmccYdFAtFiieLZLQU3VaHvreDOm3yY/f8MB/73U9grzjGLDtJx1SHiPII2TDB0UcaSUiWLsJsAotoIrUcyLKCy+rCrk3iMFRGxoheCwZ1DVMtIx9+DkEEY30Gva8iOnsMBiqGKMJUjpFgYA7s0HTSDpToWg20hg/DENFrLmyrc8iqBc+Mi8lwmElriP6qSPPcChuBdVZWE/S6I5xFL/aqk76nv3XVC2AKWBs2mlONMYGBMWFoIuFHU7XTAF0URGKWGFO3hFm8ZIFAIEDyqRSbX0iS7CcplcZSTnfecQebLyQ4eWKZWryyFUp/5aYoCjMzMywuLnDo4EF8Ph/9fn+HyXfW2ee+qu3ttde28/fp9joondH2Ur1h/xqmvYC0n217VXtZePutL3AK+MYP6He+85385i/8Bkhb6wsC7/uj3+NP//SDW28sv89dt2y9sXzhM/zWb71n541FVS3jN5o77xrP/8yn+a3f+m/7vtH4/X7uvedubrv9Vi6+4EJsNhuFfJ6N1CbHXziOxapycGmBpfgCLpeLjdw6y8srLK+s0mw28KTdKF0LQ2d/Z6wEwcDScNKJ1Jk87GRxaZ6l6AJ+b5BEdZPl5ROsLS9Ta3bHMi5DAWEkY8gjdIuBI+/FVnUz8HQJTPqIxeNErTEmPH5ah6qsJJKkHszR2xiiq/q4jXVfYWgf0Qm0sNUcqJ1xPYk74CZ6UZi5sw7gqU9QXiuTe6ZALVGnQpmer4dgiAwdA1qhFpaeiqVpxWV3ctsP3UpX6ZB8OM2Ua4qps8PUWzVSxxNkV3Jsqqto6hBHwY0r76EfaDByjLv+CoI2FtBd6hG/NMS0Os9EJoTma7N5rEj9mSYlCohtlZFtyCBSRam46ESaDCabOCt2bAUPYtAgHA0RnY4SdQfpZPrk5CwZ6wq9gsFEdgZXTEFK+gCJvtCnXezTaDQpuHOobQdDz5ApZZpIZIpgJ4x33kOlVKGQrJCQE/RSfXqeLl1/B82iYas6cVZd9F19TGksK+XOuQGBkW2EqAkMHEOGziHWhg130YXD4mBiykdgfhKfw0O33KGs5qn1qlx++YX83Rf+FkvTjq1uQ1IGCJYR8lBCEHUk00SWtsJjygjz0CpipDi+c7p2xFQIZWjBYZGxhSQcLhkx62boqCFd/CRdJcewojDoKRibMxi2ISNx6wXONOg1fIx0ieF8moEpMtIVOLaEbXWWvqeLIW4xXQUZvzbFxEEfB94+w1R8hkwxx+oXN8kcz1Po5bczxsAYlNrBJt2JcQGtYAh4U77T9OyAU+SHeA3NouFyuViKLjLTnCV6IIpgF0il0gSCkzz/0DGezz9PM9J4RZ7SS1k8HufSSy7h0KGDKIpCqVTigQcf5MEHH+KrX/3aq1IVf+07f+/Z/uug9FK211sy9pm2l7Cw33Dut7y46/vevNHpbL4/+IM/JJVM8qEPf4RTOaTxvN95329z/vkX7Hpj+TOeeebZrTcWYeuN5vw9bzTPvsQbzXjfiqJw/fXXc8/dd3H1FVcSjUaplcukimmOHz9BrVZhYeEAS4tLxCdjFMpFlr95ktxDRXJadlywCIhDEWWo0IiX0WzDnTH0ehwsLC2wtDjPrCdOrdZk5YlN0k/nqRZa6JLGwNVl4G7jKPlQOnZMSUfQ5XFIZm5A/JIZlhaXmPXP01htsvFskkwyQ6KdoGvv4Ci7UJvjHIcpGUhDGaWv0oo0USYUljhIpBlj6tIwkkckXcqQSCQoH6tQCVUYePpEwmHe+ta3cOLEcR7856/iSnnoe3qoFoVYLMzMdJwwYdQpmfxkkrWHNih9u0LbVj/1HBEMLG0LA3ePzlQVa92BN+/Hf8hKxJxmchDCGlIopGtUhgUy4jKjokTP36UbbGKr23BmJxh4WoiiiYmIYMpEh3P4j3iYv2oSj8/F2qMFcicr1NMdrAMP9ogVW8+FGTMxRZ325oCivUC90EJsydjqDuyiHW/MR+CcAH7Rz7CiUTbLlJJlKvUqLWdr66ocn42laUMeyAztfeSBijwSQZcYuHp0JrsYojbusWSMQ1iOgQ33WXZiF4aYnZpG6UmkMgmSrnXWE2sM603sdSuuhgN5oCLIIwRrD1HSsbWtSK42+tnLSNN55IoH6bmD0LFjOpvIqo4kach9BzbJgefyHJGrymjoVDI61YejNKQ6mgEjTWSkS+g9O0LfynBhg6Gs0+lZkdYWcB5bpD85lvPRDBlMCbXmpufuUzyUQ/XZWVw4yAF1gWAjghwVSefypJJJUskMZsmkPdkGcazcMnQOUDsWXEUXmkVDUzUkTRoLGLv6aLYhSk/FkHUGziFKV8ZVc+Ob8hKdiXIofhaKTaYVa7FRWWd5ZeU0yaDv1m6//XZcTifvfvd/5cajN3LjjTdw1qFDPPXU07znt3+bb37zyZfdxmvf+ft0ex2UXtL2htO2AWl3vknYs+zekN22J7Qf+LzU68+p7f31X/0Vn/7MZ/j0pz/D7jySIIisn1jhzW/b/cZyDp//9OeYP3gQ0zRZX1nhzW996+nzX/KNZr9pJocOHeKNb7iHG2+8gbMXzkLTNDKlFKtrq6ytrREJT7E4N8dUOcYgPSTXypFOZ8gX8rTcdbqTTRBMBOFU2w9zq/GMapFZkhaYFhaIH5hCcUgksykyx/OsG2s0bXXUth25b8OQjXGrbduI7TCmJI17bC0uHmRpehGny8nqC2skPp8lUU/QHnZ3xnunHiRew1lwYWnZ0dxDQqEwM/E48XgcW9tGxVam5W9x3nmH+drXvsZjjz+OtWbDlXeNSRec6kOqdGV8U16m74gwK85iT9ppuiskM+tkUkkqtRbWho1usEYv0ELqSmM2oqwhjGRsRS/2SYFJe5jQFQ4CVj/Fk23K3jxZVkk3sziTAaSRiOHswUjGlgkgDSyMXF3QJWwOCxMLLkK+MBNikNZaj2qzRlmsMNI03D0/jikr0oyIOYSu0aXerVNf69DrDxEHEra+Hde8g4gzjN8VwCrbqA8aFMwiifYmZa2MO+9GUzTsDQeGaKBbdOS+jCEYaLYRrfDYW5AH48Jia9PKwNtGwGRy0sudN93Ms48cI3ZdhPmLo5QrGVYf3KD6jTLd7BC8dcBEFHWsPQnB1UIIV9AOrSDWvFifXULsWTE9LURJR5aHCE0nhqwhTKcxztrA5vTjswexJs7DKTqpu7pUck2q1Tr9vIlumozCZUxdoSVpDHpO/N86DJrEwNvBMGSkjgP6FlqB1pYHLTOyjdVEXCUfYWeIyFKEaHgat+Shkq5SXCtS2azRbDQZOgZUp6uYioGtYUMcSZiSwcgyQhpJKAMFTdUR9XH4rzPRxlSMnT5W3//2N/L4+mNIfmlH124sGbTG8sq4U22r1XqJ58f+dt+99zIaDbnr7nt3poVDIa6/4Xq+/vUnSCRenhL+2nb+frG9DkovaXuHZjuntPfB/VJkhu3Q3TZ54XRm3Kn194LUKQmiz332MyxOH8TldNLpdPjCV7/Ee97zXib9AR7/6qPE5mcZjYZse1GpzU1uuf12hoMBjz/2GLH49hvNePsv/UZzpnM55SH6fF7uuftubr/9Zi4++0KcTieFao6NTILjz72ArWdjbuIAs+EZJmZcpMU0K6svsLy8SqOxfSOdOldxKOFLBjAUE10dEph0Mx2fZdoZx2vz0jy7wEpqk5XlNcrlcW3FGNC2x3P72MYgNRmYZClwkFh1hujhKaq1KolsmmQyRTVdQdBEarNVrHU7zpLrRYrPk6NJzvu+czly+3kYhkG9WmNlfZW1b63T+nqTnq0HkgHmWOfMXnbS87VpxeoYok6wFiYWiBA7N0jUE6BfGJJpZUhKy2TXi8h1C2rbithXQDZQG+P+VH1/HQQDZ2UCd8SJ/wInU74wlphJSt0g81iZ6mYdMedCGEl0JxsofSty24ZgSPR9TXTJACcEDniIeGNMqXH0jELdXiIjZqnX6jhsdnzaJPYLbBCWGJSGNJ/oUq3WaGc7yB0LQ8cAh81FxB4hckmY8FQILTZi4/5NMvks7WMdevZx/kTQBOSRTM/TRbNq1GbGjEVnwTlWfnD1ETAIBn3ccsONfPIvP013oo0eH7AwEyVunSNw0ofQMqjbU9QrZWq1MkoLTE8TIVhhNJ9A11SU5+ewJKNIvhrYBohDFWEoM5Q1hHABTdYwBIGRs4fRt+CsTuGJ2JiITeDTgnQKErVah2a+T6uo00WjEymgqwb29VmEng1DMtAFgZFsoNl0hqoB4jjnN3AO6Hq7435YXcu45YXVzlxrDv+En/DZIRAgf6xAuVnhePwYTbOxIztkaVhxll2nFc9KAwlJk6hNV9FVHcEQ+LV3vZN/+Md/JJ3OjMd4SzJoaXGRhcUFYtEohUJhR+A1mUy+Ii/qB978JvL5Am956w++7LJnste28/eLTf6e1v7/azsTyGw/DPfSKV8cdjvdU9rrUe1eD9jX6xo/cH/yp/4TkiRRqVQ5cGCe//7+P+LPPvwh/vhPPkin22U00jiVrzKp1+sEAgG63e6u+adAYHv+q3OzT61fq9X4m7/9G/7mb/8KRZG59pqrufvuu7jm6qu48vBl1Bt10rU0j554hPIDBebnZzl06BC3XnErlUaOk+kTLC+vkk5XwDQRdQlBk9BtfUCgVG5RKj/PU9pxXIKd4NDJ0vkLXH/+NbR7Q5Zzaywvr5HYTKDre/J7JpRLFWrpJzmZXEN6SmLqwBQzMzPcccttDHJDcoMca+oqm8eS6HUdpaMysg/BBLWrMnP+DAvnz/MP7/8nais1IuEp4kemueue2zCOmCS/nSZTT1E8XkbOKZiigWZV8aR8dCc6lF0luukem+sbSCJMxtxELg1xuXktqs1CSSyQSecon6jR0ju0D6YRBwqWroq95KHlr1NxJ1lNGAhrMqFnggSvc3DBW2fx1oIkHqtTNAoUl3UGdYGBtztufKjLdHwNlK6N5fY6zxsnsFVtRFuzBC6cZCm2RMgTpNaokzyZY/XJJP35NmH/FN7gJP5IEMNp0O33aQ4bVKs1UokkL/SOoRoWfBd7mLXMcemRSxBCIlWq5AsFSpslOkYXUzTHcllbl7JmHSFUHWAImOK4pcpooCP1VOSuirgmspkqsGpJ4Sp4iLWCTEZUQjNRDthm6SklGo0WnaFM84SKoAwQA0WkoYyYDY+pj7YhujhENGSM1QPIIxlBk5FlnUG0QCeQo1+2UcxVMM1NnIMoLj1EODLN4llOKtUh9cQMec8q+QuPIRUDCJqVvmxgbbgZWPWdnmWYYKk7GNiHtMItRK2DKQhMJCRKqRIb/Q2EnMDEhI9wMMw0MS4/egm9s7qsrKywsrxC57EemkU77f1Tt+gofQV5oKBbdEzJRFVVhoNTrS5M0ySTyZDJZHjoq1/FZrPtFNW++U3ff6qodmWFldXVMxbVKopCp9N5Fff9i61SKeNwOFAU5bTO3x6Ph+Jr0KvpdVB61bY35LZfLdN+wLNfqG63h7T9tr87LzX+Xijkd7Zz/PgLvPNX38nDX/oqH/jTD+45pvF/QRDQNX0faSJ2zd+Purk3BLmfmaf9H400HnjwIR548CEEARYXF7nvvnu46egN3Hf0HgxtRKaVYmVlmX9d/jzhcJClpTneevObAViprrB8bJ1SeYg0kHfkWARBQBrKdKQeT7+Q5DsnjiPJInOzMywtLXLPjXdis1pZK2ywfGKN5LfS6DkQTJGhfcTAM07Y28tuNp9Psn58E3WkMhmYJHpDhOsvux7/9/lZf3KTjYc3ya3m6bQ7XHzjxcxfO8snPvgpehs9DNUknUxTWM7z6L8+ivOwlQX/AvPKAufq59G7oEVezZGoJKhne9irDhrTA5rTVeSBiCCOKFkyrD+e4Nn0CtaYSWwmysw5ES67+AIq63XyoQSJ5jKl55qgiwz8nR1hX1M2qTTq5L6W5om1x/DpHmba5xC5MMSCeDaDsEZZLFFKVqmUmwiigGAKiAMZHOPC5Vq7Rf7ZIs8+cwJVVYhFY8Rcsxw9fCPOy52sJddYP5mks9bDY/pwWpxMRaaYmogyaPepTzRobDbZXE+QHmRwVBxMGH4CU5NEp6KcGzmbnqdP/kSebCuH9YSVkTxWydYsI6xNG7o6RO5a6X5ngNq2orbVnULRvrtNP1Cl7E7T33STW6sguQZ4Jiz43A6WlpaQnQPK1RatWonmuSfQZjMINReCosFQRsqGQNQZejtIFg2j5kZNRBi4WowOpMbF07UJeCpEQy+R6CWQ8jb8E348U1Fm3ddhv6vDplFjfbVA6tkqZlNEtwxP3V/CuAO0pWWjO9HdaV0hDuQxlVsAE5NKtUqlWsVRdvD11oCJez0sLi7y1re+he5sj8x6llQzRSqVptvr7rrtTt1zqqoyeIn+S71ej+eef57nnn8eQRAIh0IsLi1y5Mh53HXXnVQqlS31/xUSicROTZKiKLTarz7st9s2NxPUajWOHDmy0/n73HPPASCZTH5P24bXw3cvYS/1UN6dX9rL0tvvwb67iHZ3kez2tL15p+13hb1hvXHoT1VVsmspLr7mMr7xyDeIHZhlNBpfdIIgkNzc5MabbmE0GvKNJ75+WkJSEASSiQ1uPHozKysrL3POewFXZy8o7T7nvX2jvF4399xxJ7fcfpRLD16Cy+mg2M6ymUvwwgvPIYoii4tLLMUWcZQmSH47T6aaJFnI0K1qiCOJdrhO39flFGCfCn8GgwGWFpaY1Q7gqfmpDWtkyjmya3lK/SKtUAulZxnH6XUR3aLT8/YYusY3u9frHXf6nV0k5pvGMA1Mu8G/ffzLFB8q07P3TlFxzXFuoBVu0Jvo4sy68PW9hA77x3VRwSiappF4JklCWme5t8xoONqSXNJxFDxYaw5G7jZgIogmiiwxbZkmdImPsy6fRk+rbDyZJztKkc3kGIz6gIjasjD0dOhMjcVIXZsRDNHE0nIQFENMLPqY1IM4w04q4Qr5Jypsyicp2nIIIxl3IoQhmWiWcQhZ6ik4im6GDg1P1EN0MUpsNoa776W8WqZ4okSlXUWUBZwxB3bdgYiEEdbpDNvUqnUaqQZKScU0wXTrBFxBAv4gwegkZleglq1S7pVJCQla8vitfXoyypHA2Xz18a+h9ixotgFIOpa2ysjRpzebQva0UPsiomRgKfjB0kOZ6ODyqIQmLbhFP16rxOiiBLVyiXKxSu+JKEIqjKmM0NQRhqlgagJizcPIX6V7zjqGrY9QCGP9xgVo9j66ZYBuSGCC1LOAZsNyc5PIJTPMT12Ao+dl86tF0lqOVCpNvdbERBgX0so69ZnqzrXoSfoInozQDjZPqS/oAo6Kg+J8kXakORbMtRjM2GY4MJondn6U4FSQSqVM8tk06UKapJ4ADSRV5p3v+WX+6CPvp9t99U1LLRYL8/MHWFxYZHFxAYfDQb/fZ2Njk2AoyKc+9Sne/e7/9qq2+c53/gq/+V9+47RpiUSCO++6B0kS+eIXvsDEhI9ut/s91yy9DkpntJfzFPYy8XYD0u7i193gs/f/9kN+ry7e3kaBp3ta5557Dp//xOc4dP45PP2tZ3jbj76db33rOwAcPnwuX/j851lYOshgMOTE8WO87YffvvNGc/jwuXzhXz/PwuLBfWTrz3TOe5Umdi9/Ohif6hW1XRA77jElyzLXXHM5t992G9deey0z7mkarTrpVpITJ5Yp5ivMOxaIW+YIyhG6dEkpSZYbJ0mlMju9qPYCtNK14ElOIEyITM9FmYnPEg1G6W30yXkKrA6W2VhNoA00DEnYt6zL4XDyQz/41nF7+lyemBBDO6FRFIokUglSyTS9fhe1ozCyjWjG6jhzLqxNK0PXVl2KKBAOB4hbZpi5PEbowkkSpQ2Wl0+wsnqc4So4ih6GvjY7DSEBW8VFZ7JON1Il6ogw0z2b6EKIYCBAuV0ilShQOlEg415DlzXkoQWl4kRpOMesvroDDBlN0VCiJhExTsDtJ3zOJH1rm7Q1RXIlTe3ZwVi0dSRhrzjRJQNdNVA6NkRdZODqI00KhKZDhO1T+JUJDKtJPlGilitTD1ZxRd14LB6sIxvmtEnP7FDL1ahs1tA2tLEyQcOObcpKZCpMQAzgn/fSsXZI+zcY5YfEWzM88sXHQNIw1BGCYKJ0VHS1jzbRoruQwOrooA5EHOvTmO4WkqKhSkMEUUc1dFTNifuqEsG4i0l7gMYjASrPKLSlJo1OC10H0xAQGy50V4fu4XU0ew8aLiyPXYQg6owcQ4yty1ZsuBkqUDmUZmjRGJkyHpeHxeG5RMOzxBaj9Acjkuks2WdzJFtJjN44jzZw9um5+oSWw1hbVgaOwTjP1FUZWTRawQbiVv5Tt2j0PF2Uroq1acOiWpgKh4nMRojGo9CHfLZAqVjikmsv5n//2/+m7fzeFcKXlha55JJLmYlPY7VaqdVqfOKT/8IDDzzA449//bROtWeyP/iD/49UMsWHPvxnwOmdv10uF/V6g7vuvptOp/M91yy9DkpntJcalv28JX3P/L2fdxe07gdEu8N3sP0Adjjs/NzP/gKf/OS/kEqnWVxc4AN/8sc8/PAjvO93fp93/fqvc/XVV/NT7/gZDMPgI3/2ZyQSCd75q78GCLzr1/8zV199FT/1jp/GMPQ981/Jee+lxO9Xq7V97OKuYthtz2m7S+ApkBJFmJ8/wF133sNNN13PuVPngCiS6aRZW1ll5fga/rCfg4cOsRhcRBIlVsubLC+fZHV1nX5/m4YqYq07cOV8W0WLY89SFEWmnFFi89MceuMSbo+HjeQmy8vjcMbueLt/YoK3ve1tpNNpPv2Zz6LrOra6jen+DFPnh4lPTzM5OUmpUCT5TJLN/iYJZWNL7dnNwNnbacchaiJK10IjVsEz6WQhfIC5uTlm4iHqzRpr9yfJ5NNkO3mkvoij6EEdqPQCTQbeFj1/C7VjxVbxoMoqwVCUcDhI/OwQutkn8UKefLJAuVTC7EnosoEwEpH6VjRFR+1YEHWJdqSO4R0x7Y4RCUWYv34Wi93O2nKS9CMFymsVWkoLe9nD0DYa6wnqMj1vB0STRqw+lo9yzzI3mGPqSJSJsJdcvkAylaS0VkK1q3iuceOZ8CDmRIbHR7SzPVqVJpVBBU3XkHsSklMkOOcndkuY+eABut/qkTqRpNjJk68U0EbDsXirtY/h7NGdT6I6m6gGeBLhcYM76wBVGiBJGupQxtTBXNgAVUdQTJzVAziPXYgz7MA7IdMwujQSGvVqj64zgzZVYCjJaJKBtDaNdWWWkXWAYR0g9VV0TabnGMtOyW0HOgKdYJ2eu4ut7kbWrQQCAaamogQdYZSKSq3YpFKvUCvWqKhl6rEajrILW8MGQN/Vx5DHBImhY4ApmCh9BYBGpI7AODxtiibiSMRVduGecRGbjzE3O4dX8lKrVEl70yxnVsYdor9HOjjAL//SL/KlL32Z4XDA0aM3EgwGefzrX+eBBx7k//yfPz/jPv76r/5yFwP4lP171Cy9DkpntJcblt1gss3I2xvakvZMO1NeaZtBtpscsUWXVq186IN/ylUXXYHX6yVbzfHRj/09H/zghzEMA0mSed/7fofvf8P3oVosfOGLX+TX3/UuOp0xDXr3G42qqnzhC7vnv5LzNnb93wtG+3mJp5oZjpXCd5/PdnPDsTcliuP5breLO2++k5vvOMqlZ12M1zVBsVUikU/w/LEXME2BpaWDLMUXCXmDJOsplldWWV5epb02wJ3ZAiVhW1tCRG1bGNkHNGNN/H7/WNtv8RDx2DTlSoXllRVq9To3HT3Kdx55ise+9BgmMLJqIJi4094t3bYhdruVGf800ckY87fOons0lldW2HwoReX5IpqpIZjj8+p5Oxiyjr3qQNTGv79oNwmc72BmaYpoYw6zIZJ9Pk+lXCVn2aRja6F0VQx1RCtaQtJlpLYNTBnNpgEi890DBA9NEo9FcNudpPN5cisF1tSTVAcNbDUXjqyPnq+NoZwad7VlY2AfYL9QYWF+gVhxgUlPkNLJCvmNMvlunnqtjtK20Q62kUYirUiTvq+/pRjvo+/p43Y5iU/PMB2PE/aGaFfaZAMZ1jJraCmNYC2M0ZECwgAAewtJREFUS3ehiCo4THq9Lq1Mh7JRpD1s0pyqcNaRgxwenEf2WI5gwM9E2E25UaO8UiKrpWj0ywynCoiCgWBv4+xYsdS9GK4mqCNkXcBWcYOoIyIidK0YrhajaAkp70dNRREVE6fHgtPlxu10gG9AW6pRrbUpNRo0LB3ElhNrJogwtKDbewwlHbXpwTRkRooGmoraU6lHatRmy8hDFXQRDBH/agS74sB/cILIVBi/d5LW8y2q03U2QiskT6QYDUZIQwl33rNLbX9s1oaV7kSXdvBUXseT9qL0lZ0eVhO+Ce679x4e+/TXiR2dYunqRWRZZm1tnZWVFZZXVr4rOjjAf/61X+W//bf38NGP/T0ACwsLHD16I+eccza/+Iu/fMb1PvfZT7O4uIjL5RozgL/4Jd7znt9m0u9/zWuWXgell7SXG5rtm1/fs+x++aS9OaS9+9gNTrvzTLuXPZN00Jmo5t9tGfjefNHuMCW7vu8F3N3t3aUdPbtTx2LuAioRQdgmY4jAOP4sSRJXXHEFd955G9dde5TZiRla7TbpRoYTJ0+Sy2aZm1tkaWmBucAsjXKL5X/bILueJ91No5sgDQWUvkpzqs7AvStRjYjVYmF+YZ5LLr6YeHyW9skOKw+uktnIks/n6QsDehMddNnAUXaMWyVgois6vYkWw8kBM1tki8XpBawthc0TGyRSm6xX1mi22niyXjTLCF0dv6xIAxl5JNGMlzBVnRltmthogeilXoITk5Q7BVKZNMVnq2SdSfr+1rh9x9Zvas35sFVdDD1dTFPA5VSJRWNE5ClmLo4yDLY5+fQmhYdqZIzMFiNxfM5S14ohQH22DKaJJxnEJlmJWmcIO2OEZ4Pohkl+pUTOnqGwWaQ2WaHn6yMNJDwpH4ZsbJ3L2GxdG+FQmKkbpphfmMNus7F2/yb5p/O0Mi3kkIzb6saGijkhYvYG1B0NHCEbAYePxz76DaxNK4pdxDfpxR9345c9GKZOpVaklq/TGJUYhXJg0RAHIjIihiZi6SgoQwVMAWQdsW9DtwzoL24iSkOUkh80CdPSR9Rs2KbAP+fENxnDPQpQqBqUfRskSwnq2S6mIWFfm8ZS8jLw9BghgSkhDSTkto3C4SQ9fxvTlLCVvISfi9Hz9XZIDpIoEZLDBIOTLP7neXxTPhKJBCuPrFF4tEhRONUWBsZ9k3RVpz5d25nmTfmQhvKYAQqEQkFuuflmPv6hT9KcajLwjou4F5cWWVxcJBaNUiqVdogMqVTqFYmriqLIu9716/zcz/08n/vc5192+d0WCgWRJJlKpcKBAwf47+//I2q1Gn/8Jx94zWuWXgell7RX4y2dqXZpPwLE9v/9wGn3vFOhr9Pn7fd5t0L5fvNfje3Nm+0+fnbNg5c6T0HY7qR7+rYFQdjKEW2H+LZBydyaz9Z8iXg8zn33voGbb76JwwcOIyCQa+VZW1/j+PGT+P1+Fv1LRFsziD2JXKVAtpxmrbdG1VHZURbfDdqXXHIJNx+9ic/87WfRnxeIzkeYORQfe6IrOdLrGZaVk5TbZeS+gmCaaBYN3TJ60ThM+r0sLR1gaWmBad8UmSfzJL6ZJtlbp1CqbJ8ItqadTqBBL1DHUXZjq7gYefrYLSpT0TCx+CSh/hT4NdKhDdaXUyTSaXRDw57xo9btDFyDLaAH0zSxNByMpuqELpxgLjBPeHMWW1gl082SSmZJp3PoBZW+u0c7UkccSdiqTuwVF6YpYq05GTmGBK0hAvFJIudEsLZttH1NkoM0q5VVWhttHGUnmlUbN/RrqdirdnTFQBpJ43bxEZXQWUEivjDOpotWpkWtX6XSLaMPDFxhO44FG1O+CGCw3lymnqvRXm/R13uYpol1aMHrshMI+JmcsmFtO6iPmjQn1slbXqDbqyGXfTiyk8hDCc3V3WplIiE07Bi+Fr1zV9HtfUTDRK66UNJTaL4GBiK6riBb7ExKBwgd8TB/+ST9gcH6Zp7C35vUMgN6jhaabhmPry5iq7qpHijQmKlgmhL2kovQc3G6vu5WM7/x/aa2LCCYpC9M4omMmXYL3nkmcn5G3hGpTIpkKkkmk0WuyHQmOnQm2wimgCma2Gp2XAU3fXcPRIjFolx5/pV8+h8/Q326tsNI3TabzTYmMiwunt5jacuLajab+97ViqLwm//lN3jzD7yFhx9+ZN9lXqkdOnSIh7/2EHfdfQ//+A9//5rWLL0OSi9rryS3BHv16rbf/E/fxn7e0n7AtDuZvxesOMP3vQ/f/ZZ/NbbbG9oPlPae0943tW3tu93nsNujM3dCeWNg2k36MLbaw8u7poHd7uCO22/jjjtu47JzL8M/4adYLZIsJjn29Mq40+7MARYOzTO1ECVbzHJybRzmKxZLCAgcPXoTF15wAX//j/9I9akajrJjR2Hc5XSOWzMo08xeN80wPBhr+y0vk0gmMIz9CqcNhC1AtVgVDiqHmJZmmT1rGkydZDVJMpmidKxKw92gF6pia9hxZf0MvG0QQBDGGoG2hhPPYZXo1SEWfYu4nW4SvRTrX09TfLhFXamBNB5nqWXBWnXRDdboT3QY2vs4i16CZpDwwSCx6Rg+LUit3yKtJEi9kKWRbIMhjuVtTBFL2zZmk9mGaJYRateG7JXwH5kgGogSORDBmNVZf2GTzLczFJIl1Io6lpAyBERdxJRMpJHE0Dlk4OxjBHRmAnGmp6aJWELQgKK3gN1uw+fw8NQ3nsIqy9ivEMGiMah3aD3Rpb3epV/QGbnaCIKO06oSUCNMzNuZO2pBCxTZ/EqH8hND+p0OI2sHSWDsGTfcYOvRObjBwN9BlgfIRR+WTBDN18RERNcUDFOEupuRs0M3XiEQijITmWHy6SWkvJNOqEO+UKOQL9OpaKhdK+XFLO1QAxMJaaAQeWoOUZPpe8cF14IuYa/aaQVbtIMt5KGMruh0PR0mqn6ijhhThyJMz8SwjqwUSwVSvQyZlQytaouRdcTA2cfatGNpWTBkg/jUNOecew6f/NYn6U50XvI23k0HX1xcZDoWo1wu73hRyWRyx4uy2Wz85n/5DW48ejPPPvvsmTf6CkxVVbKZFBdfcumrZPi+vL0OSq/I9huivdP2Eh32yzFtf97r0ezOKcHpzfzO9PPsvVLP3K7iuzeTU+C6HyjtDVPuJT5sA87u5fc7b2PHA4BTSuGnAE3YVXM1Xk6SZC655BLuvedurrv+eg6E5mm3WmTqGU6cXCGdyjAzO8vBpUMciM/T7XbRDBOL1cLfffSjFEslHAUnti0PZLdZmhZGwSHhK0IsLS2xtLiIoiisrq6yvHKC1ZWVcX3J1m8mjUxMwcCUdSxNG+7MBAPXgGDESzweJz4Rw9510Fwqs1ZfYe35dfRjMtJAYWQfFwyrPRlD1ekHaygtO0rXistuI3TWJLNXxAg0o1ROtMm10pSPV2lvjBso9nxdBMNk6OnSnWxi2RKgRReQXCKRwwFmrAuE5SlwG6TLebLHC+QKRRrOBrImYRrgqI5FVjuTbRDHv5O9Yycw72f69mkWDyyg1FQ2vpwgV8hRebZGc4vqrXQVRtYhutWgHRpT5jHAt+kjMOnnqhvH+VABKFXypJ/JknSegIkBwYkg7o0JxKKE2YG+2qbdrNFo1RDqEqazR2+2wORFEjP9eZwrcSySSNtepF5pUKs3GZUsGNYBnUObjHxNBMFEblmxb0Yw3C00ZExTwtQFqHjp+pqYooiuC2juDkrVzeTq2XiiToJLASbEEN38iIpeIetOkMtU0HWNnmeA2rbh2wgiDxQMyRzXxVmHIBiofQuCLmAKAn1Pl8pcCXmoYOlYwARbwEY8GifqnCJyIEx/1Ce1nCFTzLBirmIMdNSeyuLBBc697lz+5rN/86pvYavVepoXZbFYaLfbpNIZThw/zlve8gNccOHFpFKpl9yO0+nkgx/8AEfOO48LL7pkZ/p2y4r77rsXt9vN3/zt33HXnXfsMHxVVeV//c+PcNddd1Kv1/mXT33qVdPDXwelV2xn8hTg1JWzl522txh274N8e93dD+u9D++93tPez/ByFPLv3nbr/O0+lu3Pe7/Di/Nrxmngcvoxsmv6eKxUVSYYDJNKJRAEEdM0tjwJcUtaaDt8dfp4TE/HeMN993HzzTdzZPEIkqKQqxVYW98klUpz+0234nS50E0Tq9XK2vo6q0+sUvpqhbra2OljIxgClpaVZrTOwD3YOdpwJMLBpSWWFhcIBwKks2mWnzlJ6okM7XQTUzAZOgb0vW1s1THY6YqBYIKoicgxjeh1ARYPHeDA5AFqqQYr39okfzxPsVJhZOkzcLew1VwovTFJA0DtWRjaBgyn28z6F5i2xJksxFD8EkVnhnQ2QyaVhZJKJ1wb9y0aKuNuprKBtWHHmfMx8PYIhcPMTM8RC05jbzmpx2qs99dYfWYd42mRkXWEKZ/6fURNRO7L1Gdq6BadKXGKeX2BiD+Ce+imb+2Tz+cpbhSpNqv0nX163i6dUAsM8Kf8XHPlNUxEPfzrl7+AaerEo1NELTEWbgojTGis5E6S+nIG7XkRh+DCHlexWCTMnoHe6dMW6jS8KfLkUDQBz3oUTyeEZ07CN6Xi6gbojHRaYpHqsEg338MQR/SDVWRdhpobTTIxEBD7VoSeBbmnIvVs6LqEZh1Qj5YRhgr2XABpoGLKAq6ojeDcJJHoFO6Im1y1RHa9yMZgg3K/jKPiQRpKDG0DbDUXzoqL7kQHQzHGNUplB+3JFrkjWaTRuB5KMAS8aR+aRUO0iUxNTRGPTzMlTeFZclOaKLGysoJFtRCbjvHRj37s1dys+1o4HOaWm29ienoai2UcmvzzP/8Lvvilf+OJJ55guE+B7sGDB/mrv/xzjh17gYsuupBrrr2On/vZn+WTn/wXfvwnfpzLL7sUWZb5+tefYHFxEavVimHo/NQ7fppf+7V3ct+993H//ffz2+9973dFD38dlL5rO5P3tLeWZ78wHpzZozn14N0fmPYL4e0FrP8boMQ+8/bWbu2uWdoOw51iFu5HqJicDPLoF77GW97xNp566umt+bsbKu7ejsDpYDc2m83B7bffzp133M2Vl13FpN+Prus8c+wZnn/+OL3+gMWFBRZnF/CWfeSfKZKtjQVkG8UGfU+fdri5Tw+b8XeX08libInZfpyQGkCzDEkVkmRP5kl3kzQmq6g9O2pbBQyGzgEDVwtkffwWr6jMzcSYXzjAgmsJiwwb/XU2HstQ/nqLhq0Bgokk6WCaqDUnrakafe8ApeHAnfbjmrcTm44Qj8TwOyfJp0qkK2lWrM9RKI2150xTwlFwYau7GLj6u8ZewGdOEj4yycItB4i74hQeqJLupEnlM+RyeXRjTFWWh+M2C7pFR+koeFI+RF3A2Xbhm/cSCYeZYBLLtEKhVCBNipXOCn2hyxuveAPymsr9z/4bfa0PpoG1aUEaCRh2jaBngtCBSaYX/NhKVvLHGtQqDRr9KoohYffJWD0KYkDHNHV6tGj0SvRXJOSiHUkwEe0ajpAFtxzELTlQZJNGt0Oj1aHoW6XlqCN0XAgmCDpYNmMIGIycHXRBQm46MYYKpUNJBq4+atuGLoE0kLHVPfTdXZweF/H4LNOhGQJyGM4xWGuMmXCpY2ki34ijqTqa/dS9Lg0k1I6F9PkphlvaipaWBU/G+yKtRbkv43a7idweYvHQIvMHDjAaaTz19FMsL6+wubl5GrPtu7XDhw/zhvvu5ROf+CTXXXctbo+HRx95lAceeIAv3/8VMpmxzt5P/MSPk06labfbfPCDH+DyK64aM4CvupJgMEgul+cv/vIv+eAHP8RZZx3i85/7LP/wj//E973xDUxMTPDAAw/yEz/5k3Q63e+KHv46KH3XdqZh2+0tbS+3HzPm5cJtex+2+3lmZyI27Nf477ux3V7ffsexlxa/1yPcDRynSAz7AZNpnmLqvf+P/pBMNs8f//H/GIcD/tef8dRTT/GRj/yvLeFZ2N2b6kff/mOcOHmCJ574xq59jh++0WiU3/rN36Rer3PdddezML9Ip9Mhk81w8uQyyfUUM84ZZh1zRGMxmDDY6Gyysr7MxsYGI23/lwpbxYaz4ELzDYhEI8zEo0yH4kg1mcpUntXmMivLJ2m3t8N8+hbxY/e2xscaCvhYWJplZrCApzFJ01EhlU2NFcbrTZSGnd5Ei06ghdp04057GXi2Kf0CVquVae8M0/NBDt4Sp9frs1xaY2V5k9y3q9jSLvreLtuCtSYCtoqD7mSL7mQHySZz0DiLaXuc+PlxrDYb6WyG9FNZEu1NKpYKSldF0AUsLctYjLStIugiCCaGquP2uQn6gkTOC+OfmgCPiRHU+fI/3E/tZB3RNBG22HOSISBoIqI+ZmDq7g5CdEg4GiAwijIh+dGsXQq1ErVujp67gsdjxy4GUEURab7NoNWhWerTbBUYLbtQ6y6w9bF6ZXx+Ly7CeBQf5rVNcuoaic0cvUds2DYDjFxddNFEN0UMU8JSddMO1KkcTGPIJqYh4UkGkIbKDiPO3BI7trXd+C7zcuDKWZbmFrF0LZz4H5uURiXyjTyd7lhXTtAE7HU7mfNT9Hzj4lS1o+JN++g7+6fdompHRbNo1GM1EODo0RuJRaNUKlWWlhZxOp1sbm5ulUEsU61W+W7s3HPP4Y7bb2dh8SC6rnPWWWdx09EbOXr0KI8//jh/+EfvP235q668kg9+8AM74buXa1kxHAxeE3r469p3r6ntBY7dCg27vZ39Htr7rS/ss97u+XvttfCO9m5vb8hxN8hsn+Ne73D3+ru9PXEr7LZ73Rcf+3eeepY33HcPX/rSWfzqr/4KgcAkn/vcZ/e8LY6ZiW//kR/hx37sR/m93/v9ffeZyWT42Z/7+Z150akob3jDmM138003oSgKuVyO9c1NHj32CC6ni6WlRW677VZcLhfr6xssryyzsrxMc1dtiNxXMBQDzdRJpdOk0ikEvk6QEJErA5x/3XncdcMd5Ms5lhMnWV5eJpfNbnmM24of4zEplKoUy1WeqiwzUZ1k8jwPM9NRDs+djTbS2DyeJ62ustLrolm76KoTuaeg2YaYCPS6QxL5NC9Un+eLJwbMeOPE49PcvHQLzssdrD2SIbOWI9FI0Wl1cBa9yAN5XNDZtTBw9zlpP0l6Pce3vvkUXp+HSDjK/JF5rlq4gtLzJdKpHLlcltqgNqbH+7pYWlYAdMWgWW1RGpV4/pnnuT18G2yYtJMt3vDzd9OvDlhfXiP1rRTV52roAx3TYmJYNEQNFA2GVXjB8QL9iW+gGBZmpRgR7wJHLj8Hh00h18mSS5XIr/dQRhoTFymEF12Eal4GXS89dUhbrdFqNWm0igjDBqpmxykITN3r4M5rb6I5tJNTm5SlHPliG2OoY5oixpYCuGCImMb4OjFkA7kv7ly52x90TWdtc40XqscACHgnOcs8j5Ac4sgth+l0uuOQ5rEyVUcFTdZR2xZMcdy2YmgfjpUfXOPW59JQQhyJGDYDd9aDNJKQEwrFQZkvPvpF+NftNueLHDy4xK233Eyj0dgiMiyzsbH5ivM1VquVwWCwQ3w4fvw4x48f54Mf+vArWt83MUGn03mR13aaAPRLzH+loPS6p/Q92X7hnb3J/v2W2dvifLfnszeHdCag2b2d14oKvp+dibCxN3e2N+S497j2elzCPtNMQCIWi/HhD/0xTqeTRx55mP/xx39Cs9lEFMWtEMB4zK688hre/0d/xHvf+zv825e/zKk28ezZz17PcvzdarVy6y03c+edd3LllePQRLlcJplMcfz4cVrtFosLiywtjVlNhUKB5ZUxG6/+dH3cFtu97bGYYJpjfbypKn1vF5vNMm6EuLTAQugAo8GAleIxVpdXWd9IYTYl5L4FMMc6cIKJO+Pf6lY6QBBNorYI4bkQi0ej+EI+NuubrDyao/j1Mr2mhrFFix64euiyhrVpRzTAMAQQBCxzEvEj08zI8/iNSSqrDYqJCjkpTXaYhZGE0lPoBFr0vT3Ujh1RE9EVA0MymaxOEolHiB+KMR2bRh8ZpL6dImFJsFJbZtgb4Sg5sTQtCBGBO2+/nVa7xVfufwClrtKZbhA6N8Di4gLRbARr00JhJU9Jz1Mo5Oh0e6gtC7qnxcDbozlXBMHEWrPhyE0y9HbwOqxMRSNMxYJMjsK0zQ7F2BrJ5ApmWcS/Po+150EKi2OB10GbbmlAu9ylFUrTWUijmRLh1kGmEkv4lzxMTMSo9VsUUiUqK02yriTtQAtRk9FsQ0RdwpWbQLOM0FQdTFA7NkxTQpdMrA0rpgjdQBtDMAisRlAMBfeUh4AzgN/vw3GOg0q/TGYjSzafpSbU6bu72Br2sedpgKEYmJhbrS1MDMngiiOXMxAHfC3/1dO61sKYaDA3N8vi4iJLi2MvamNzk+XlFVZWVl7Si7rqqis599xzOf/8C8+4zGnL7/GUXq5lRX8weE1aWrwOSt+TvVyOZe9Dd9v2Pqj3AtC2F7HXw9q7/plyR68lKO3OEe037aWKaPc75v0aJJ5ub/+Rt/FH7/lDPnX/p/ilX/4V+v3d6hPjMQmFgvzJn/wp6+sJfuu33g0I/MgPv52LL7loT2W6wF4w2m+/oihx5Mh5vOG++7jhhhtYXFyg1+uRyWRYXl5mfWOD6ekYS4tLLC4s0C/0Wfn8Gul0ilQzwWikoXYsGMqIZqyKoW6HM8fnK4gC8XiYpaUDLIZmsOQ9pJ7PkkkWyGVztEddev4GumWIveJB6lkQBAPNNqAXaDC095nwuDiwNM/S4kGiQpzSZo3NTILN4iaZQhFndgJDGaFbhhiGiKBJWDq2MWnD2cNhOFkcnk1sNsrMoVkQBFL5NKmTSXLJAoVwAUM1dsbKWrfhzrrpbdGfRUEgGAwR90wzfXCa6dujpFIpVj+zTjVV48rbL6dUKvPVr30Vwxg/uNuhJr2JDgI67pQXf9/HlHWK4CEfQaePTrdNYbNMeZQiS47mXBYAtW3FmZxk6OxibukpiqKBs+XCe8hF9Hw/Mx4vVq+TtccqlB/s0zEbqJMyDosLtWvHVHU4UKWlt6g0GlR6JeyrISz5SXCJ+CZ8+G1B/JEJBItJMV2jkmtQ6VZo+iv0XF0sHTuCNn7Z0QUTe8WFpW1Dt2oIBggjiWa0QXuyi6voQm2rjGwjRo4hfqufyFlh4gfjBCeCVFYqZPtZlsVlcqs5TG18H7gKnq32J2OP5+gNN1JfqfOt9LdpRfavOdq2wOQki0tjgJqZmaFer+/QwTc3T/eibrzxRqZjUS6/4qqX3Oa27QWl2dmZl6R/v3oB6P3tdVD6nm2/HMv29P0Se3vJC3tJDKeHu07f3pm8kP22/1raXoA9EyjB6YC091y35+89j/F8p9PJz/7MT3P7Hbfxuc99nssvv5w3v/kHePEYGbz9R36Ee+99I7/2n9/F+vomAJ///GdYXVnjl3/lnTte1SWXXEq5XGFjY5O9oHTK83rxmIXDIe677z5uuflmLrzgfFRVJZ/Ps7G5wbEXXsBus7LkWyI2imE1bJRqeVLNFCuDk1T08q69bOcTT42hpa0yVY8SPhRkZmGaiDNItdQknUyzZj1BulZAHIhjULKMQNw+/1PMQ9Vi4cBcjMXFgyyGlhilYP2xNKlRknQ6w2AwXkdt2RhsFc9KAwVvYpKRVcNUIBgIjinroWmcIzethQarpTVWllcplsovAqVtUzoqulWDc4zxA1FdYqLlR4yIrCyvkEglyaUyyA2VRqyGbh0g6iJKW8GVc2PpyGMSiWNI2BZgYtJPKOTHOSdQVApkKinWKqsYCQvWugPNNg51KV0LUtcyJmD0VDBFHFPgP99OUA1iSXrpNPo0OnVqowamvY89JOMI2pGQMUyTjr1FMzWi/YLJcDRk6OyidO34jTC+gx5CU0HsIw/VbJ3SVJ4V6TjVXBNTBHvezeRmeNwldivxIQ0krC0buXOzdAKdncvfl5pA1ERG9vHDWVVVYuEY085pFt8wjy1sZW1tjdUn1yk+VB7XoG1dhrfecivZ1Swnjp2gOlPZh3Czv6mqyoEDcztelN1uJ5VO0+t2+cY3v8nZZ52Nw+HgxqM3vey2nE4nf/+xj3LppZcQjkR3pic213E4HKctOxqNmJ2bZzAYcOL4Mb75zSe57LJLEQSBhx9+hFtvveUMAtD72+ug9JrY3gf2tu19YJ8JkLbnvVwY7uW+n2naa2Hmnr+9JIi9/3ezCPfbzunMuUgkwv/8yIeo1qr86Qc+RLlS43//r4/wi7/0iztvWOPaiT/lgnMv4KuPPUK71eXd//U9qKqF/+/3f5cf+YG30Wq3+fhnP8G73/0eRqMRjz36KI8++hiyrHDPXXcjCAKf/PTptRPj9X+Pu+66E0EQXiS9r6oKN998E3ffdRdXXn454XCYSqVKMpPk+HPHaeWbHDgww8KRA8xOxSmXyyynVlheXiGdSbKVqNg5f0fegb3h2KGcK4pMLBYmpsSZuyyKbUFltXCc5eUV1jfSDPojBGG7oHhv2BYQZGbFGeLGAjNHYky4/RSaFZKpFJnnC5SMAu1IA0ET8SQnERjTv7fXlwYyLquT4E0BFpcWmY3O0jN6LD+/TvqLGXLlPANlu1hUwFFy0vP2GHj6eKJufuAH38SJTy2TS+THhaKRGEpPoTAokKxtkjuWZ9Dsoos6oiZi6arYmjZETcBQdEaWIYKsYZsSCMcDhCYjhKb9dMIlNo7lKB4rUK62kPsiasWDOBTRHD1MQUTp2jAsfbqzOWQ3RFwzRGcihNUwWsWk6MiQy2ZpNbs4RT8upwv75QZYJYbtEZXlLtq/2qjpDUbquHuz1WYnrEQJxEIc+qk5RrYhJxMrZP6qTOtkl7bndOVuR8lJdaZKdb6yM0YTCf+4g616OsnJ2rDSmG4wseBjaWmRA/55XBsu2pYWyXSaZCrBxRdfzNpTayyvrVKbqXzXvKVgIMCFF13IBRdcgM1qxTRNisUSP/8Lv8DXv/7EGUFimxJeKBS44oorTgOl+7/8JSYmJrjzrnv2FXj+0hf/laWlJe57w/ehaSM+8+lPkclkuP6Go6/4uF8HpdfM9mrcbX/eL5R1JlDae/XtVXTYu51XAlKvpe0Fot25pN3kjf1yRbu9nb3K4wLhUJgf/KG38Vd/9dfUajXA5P4vf4n//X/+nI9//BMcOnSIv/yL/82xY8e58oIreerE0/zTP3+Cz33uX/md9/0O1113LdFglFvuuo0//IM/4JlnnuGP3v/fefLr3+Sb336SQCDAJz75L/zgW9+K1+tD0zT+6Z//mb/5m7/j1371nZx//hF+6h0/jWkaZ6it2GYPCmNq7Rvu5cYbrmfpwCKDfp9MMc3Kygqra6tEpyJjbbzoAqZhsJJdZnllmbXVVYbDEc68B0vDztDV26WkbmBp2OkE20ycJ7G4tMTS9AIBzxSpxljhfGX5JNVak+3fWdBEBFPEkEHuWHGnAmi2EVa3yvTMDPFwnIAeQjhksqGvs7K8Qv7bRexZN5p13GpC1CSUnjqWzpFMrE0bsiATmAkQvzzObHQGISGRT+fI5rJUnq/Q744YeHp4/V6uv+l6lrsneey5x7DVbCh9BVMwcU7biUdjxKQYodkAjX6NVCJFdjlHdpTEkEzUkYQuaVhbdpBGDN1bHpkp4Oq5CRy2MnOTnzn3DEbXYOWrRUpPdKi2K/SVrZYhQxVpKDGYrNNayGJa+5iGiHt9Gr/HT3gpSDQUxOfwk28XyD1VJOteR5jQ8YWiuBuTCA94MPw6Pb1Ps9mmWqtjNkAYyZQuThM5O8Ti4iKhp2YQ0wrtyRb5fJ5sbtwY0lFyUzlQpjZX2blU3DkPlrbltMJsaSghjSTqUzUExhJDuqITLI9DotHzosRn4ygo5F8ocGJ4nBOdE99zp1gYv9D96NvfvsNe9fkmeOyxx7j/K1/hgQcePK053zYlfHZ2hve+97dPA6W/+eu/wmKxcMFW9GC3wPO2YvgDDz7INVdfjaqqPP7441x55ZWvU8L/39h+tOnTwy4vXm77+36AdKbw15lA6d8bkPYD2zMRHM508e32srbtzMD6jnf8FFdccTk/+ZM/xY/+6I+QTmVpt9v8xYf+gqdOPs373vd7nDhxnPXnV/jm89+h1+3xoz/2Exw+fA6f/cRn+JV3/Wd+413vIhwM85Yf+kGuu/Zafu5nf46/+9hH+ZG3/TArq2ucOHmC22+7jQ//2Ud4+OGH+eY3nzyttuJ3fud9fOlL/8Yjj3xt3zMKBie59967ufWWm7no8IVYLRby5RwbyXGYT1UVDi4tsBSbx+/zk6hssvLYBvmvFalSw5S2ek5pAmrXSjNWYeg8VVPkcVtZWJpjaXGBAxOzNNttTm4uk3gsS2WljanD0G7Q97VR23bsVcdYzFUQEAwYTvQIXOZn6ewllmaWsKpWVp5YI/mtDLmNAp1hl767jziUsTdtDG2jsXTQQEY0RJqRJhOhCRYC80w7pvG0PHS9XeqDOrNzs3zn8e9w4lvLNKZrjGxDJE3CFDQwBbxJH6ZkILlgOhZjOh4jaomCaZCfTbC2eYLk8xmsy24Grh6CdCrUOd4/tOazmIpAzBUmXj6bwDCEZ9JB3ahQLNYo54t0SzpDZ5/mUgrd2UcwTVwbUQRNYmTTAAG7xUYkEiZiiTJ/bQjNPWC1kmDzGzmEr0xic9lxxO1YFAuCAL1NjZbSJDm9TrlZQpdM7CUvc5sLeA94CC+FCXgnaSXalLMVkr4MlWQZQzPoe/sMnH1cJde4iFnVEHVxLLpqGSEI7LStGNkG9J1D7A0bSk8BQeCee+6kIlUJXOonOhslm8uxsrzC8soymUx2y2N+9fa2H/pBjh8/wU/+1Ds4ePAgN990lKNHj3LZZZdy3fU3vijnszenBGdWC280Gi9LGX+dffd/3fYDm/3+730g7/Ywdk+HFz+w9+aVXqt6pJez/S6R7Wn768GdWmY/9t1uncAz0d7HXqLFYmEw6O8se9WVV/GXH/4LVjKr3HPPfczNzvH4g4+SLxX53T/4PT7+iX9BlhU2llf5xrefpN3ucPutt3HJ5Zfz39//fk4uL/Pud/83UslN3vc7v8vv/e7vAPBP//zP3HjjjaSSKX7yp97B1x9/lFtuvZ277rwDu93Oe9/33pcYg/H5KorC0Ruv5+677+Sqy65gajJCtVImVU1z/MQLlMtlFhYWWJxdJJAPUVuukW2lSaeSVItNut7WVvfSU2SDsZr6GPxlRWYuNs28dhYRLYrVL5NtF0gfL5KppCn5i4iagtKxIpjjthtDRw9TOnV9BYLBsRcXWyQyEaNYL7F6cpXcvxXJd/M76tcg7CTtm7EGCOAoOPG2vRy8ZonzjxxBN4xxt90nEyTFBMu9k/QHY1KK3FPwJXwMnIOtnNgW4UMXCTtCRO/ws3RwBp/pZeMraXKDFKlcknq9CZjIQwlBl2jMFUHREDQB72YQe86LapeZmPYSDE8wYQYYNAaUAwUyzhNkymlG0gC17MGeCzBwdbfOH+S2BQwBw6ERskUIzwaZPRxFzvrIPlKk3K9Q69WxDu04bHashyzIEyJaz6A96lI0SzSPtbGnnIiagiQJuMJuJsMBJlQ/qiJTa9apFqqk1TSZyTSWngWlr4xDebKO2rJgqmN6uGAIWDpWho4BzVADZaAgGCLv+IWf4DMPfY5EKoHD4RgXei8usrAwj2marKyssrKywsrq6itq0LdtP/ZjP8rjjz/OL//yO0+b7nQ6abdf3ExwP1A6k1r4D73th7n44otfE8Xw1+uU/t1sv7qi/RhnZ/p+pnzRv7dH9GrtTMC5N5y5PX13jc7ekKa46/P4wXwq7r0t7jpeSlUUDMPAN+Gj025Ta9cIhUKAgKbp1JtNLrnoUj70kQ9z7TXXMh0bq4B/9rOfA8a1E/F4nEQiQTgc5hd+4ZdQFIV/+ZdP8KY3ff9ObcU3n3yS9//RH/Le972PF4Pz7vMwGI0GfOnfvsSX/u2LCAKcffZZvOG++zh69HredNv3MxwOyDRyLK8u84UT/0rUEmE2MscNZ1+NJSCxKa+ysr7M6mqaQV/bGR/THLOYtJFB4pkStYzOwPVN/JMO4jNznHXlApc2LqEZabApbLC8vEKxUN51fKfEekvFMqVimUf5OnabnYWFRRZ8Cxy66izEiEgqnSaRTJLOZNAVHWkoIRjCTrJ9MjDJ4cOH+drDD7O6ujpm49mmufjqi7n38rtIZRIsr6yw8vwaekZHGknollNSNtJQojgssfbVkzz0+MN4XQoHR+cw5Z/i/BuP0O/1SFaS5J8uk9QTKF0bYldGkHSGlhFWi47eUMl1K2RXiqj9BG6/HZ/TxSUTV3DdnIOSpUB6OkFBaGDmxjRuTAFBB6XhRN200Ac2vl1m5fM5WBowNR0l1JtmkSVGtiFFvUCukKVb7zMR8uGxTbCkTWB+v0C326G+2qRULZNrZqk+XWPoGOII2glHwkTiIear84jXmaRcKZZPLJPMpHBmXQgiDLdo3qZo0nf1sLasyENlJ9RnC9sYauMx63Q6PP3MMzz9zDOIokgsFmVpcYmrrrqSN77xDWN26MoKK8sr5PL5l/SiFFmm1Xox+OwHSGeyQuFUK47jx4/zzl/9NR7+2kP4fL4z7lsQBPRXoX33Oii9ZrYXhLanwemewPb37zUf9B8JnPYjcOylhu/1iF6uVms3IWKriHGLMCBKEmtr67tWN/nY33+Mn3/HLzDSTNbW1vH7/XQ6HV54YRwyOHTWIXTd4JvffHK8F0HgwNwcLxw/jt/vB8YsIqvFgiLLOzfSwUMHSaVSKIqyFZLYzyN+cejWNOHYseMcO/YCv/f7v4/f7+feu+/illtv4uojV3LL5TdSaObYTK/yL8ceQcpKLC0d4OqLruINV0+S6mW3FMrXqFQ6W7p/IG3RkxEFKtUu5coLfOc7z+PS3UQOhpm/a4ZrLrqGXrfLcmaN5eUVNjY20bUXlx90ez2efe45XuiewJf245ubYOZAjEsuvoSbbjxK+liGVCPNCfEEtXqNAxfMcaX3Ch76ykNspDYBKGaK1Lo1Hi0+gusBBweic8wtzHHtD19L/eIqG48nSNeT5Co56IvY6nY0i4YnPYkuawwmmjwjPcvayQTKwxaCwQlCoSAXXnoe17guJ5Moks+nyecLdPsDut4Wqqqh1l1jtW5Xh67eIvtChmcSPTxOK1OOGLGz57nuZ6JUik02EnkyG0maTxsofZmur4WpmJiGgKXlQF+X+Y7tKUaWb6BiYyY4zVz/IFcevgKLz06mlCeZSlFNJrDX7Xiu8RBbmmJaiDF8YkS3PaDiKVOv1Tm5vMxJlnE13LjbTqZ/Msqb3/omFEXhxD8uk9pMk6wmtwR9T90Gon7qflBVldE+mnSGYZBMpkgmU3zlgQdwuVwsLiywtLTI1VddxWg02imqXVtbp9/fw5pUFNrfZXPAM9n6+jqiKOLxuKlUyjgcjl33yvg+83g8FEulV7zN10Hp391eCUNuP6/q1W7z/7bt9hK2mXb7eT77AbWw5/N2PyWdcQHsmfT/xtJB/cGAcDiCw+GgXC7jcLn42Mf+gXq9w1vf8hYefOhrSLLMU88+w+rqKg6Hg/MOH+aZZ58Zb3HrRnG5XDz+9ce57dZbd26kubk5vvnkk/zCL/w8xVKJ+fl5avUagUCAbDbL6b/VmXJkLyayVCoV/vKv/5q//Ou/QlVlrr/+Gu66806uvuIyrjzrSmqtMqlGmoeeeIRiscT8gVmWlpa48fyjNLotlvPLLC+vUWg1wRAwDQGEUx7lsG1wYuMk3/7nbyNKErMzcZaWFrjj+ttw3u1mPbutTLFKp9pD7loRDRFd0cftE+x9aqs1CtkCT0hP4lO9TE9OM3fLLDddfiPdbhebauOrf/UwhWNFLMJY3FMwhXHrhYYVISuxcSLJ5leSPOh4CP9FHubmZ7nSuAJFUMls5iluFkj1EwwMDUmTcGYn6YTLNKJVlI6F9rDCSukFhJzEVDdM6JxJZi4JcpnjPKrFBulsibRyknR5GdMEpWPFUfQw3GoDUhu2aIyOs/6FFA899zDhI5PMLs5w09K1tJApFSqUjArFQpHBaIRm6yN3rKhNC8PoiL45YH01SSXR4VH3N5iYmGA6HufgwhKTFwSoZmqkxRTPP38MXdeJNmN4LF5c8VmYNuj2+zSbTTrtHulshm99+kkEQSASDnNQOsRibJHr7riGcqVCMpkksZGk2WphCMY4pySCIisM9gGlvdZqtfjOU0/xnaeeQhRF4vFplhaXuOH663nT938/qVSKQrHI+voGL7zwAoqinKZKcia7++67+Jmf/mkOHz4XVVV533t/m/e+73fQdR2v18v73/+H3HjDDfR6Pb7whS/S7nTI5fIMBgPq9Tr/9I//wPnnHxnP/+IXAU4jUrycvQ5Kr6nt5y3tnX4mADpTeG/vdv4jANK27QdM+xE+4MVe094wpcwYmPaOz96cm4CGgd8/ycTEJJubSWqNBmeffS4f//jH+fjHP8Hhw4f5jV//df7H//hjTp5cptVqcd111/Hb7x3nhc499xxEUaTb7fLEE9+gVqtx5MgR7HY7vV5vhyWUTqdRVIUJ38QWIO09793Hv32sez2nvWMhMBoNuf/+B7j//q8AcNZZS9x7zz3ceOMNfN8Nb0IbDsgMMqyurvPF5QcIBvwsLS3xxhvvRbpWYeXBJKnVLIlGgsFwhNK3YMo6wy3RVUPXWV/fZH09wZd4gMlJP0tLhzjv3PO49YLbSD+aJ7WSJZfNUclXGbiGdP0dDNHE0rEg6Aottc23le/w2P2PcWXnCm644XrWNza47C2XcOktl7D+1AaJZIL1yhp6WcfRdNBzd3beQ9SOhfy3SixPnwBTIOQOsmAsMXdZnCvmLqJar5LIJUmfyKBXh/RdOXT/EDARRQ1X2k9j0KayUuL46jEUWSYcjhBVZrj10tuxzkisltdI3F+i0qgxErfHWMQANEFg2JZZ2VhheX0VpW1jdv0cJt1h5g7OcMFZ59Po1MmlS9RXm1R2rlERQ9IxZANpBNVqlUq1xtNPP4tTcxCemSI+H+X7bnkjokVk9ck18s+WaD7TxBqx4nG7CbrDCFEB7aIpZqwxioUSubUcj5qP4s57sT1iJbwQZjoS4+bzboJLIFvJklnLUqqUaT3ZQW8ar+pWNwyDzc0Em5sJvnz//bjdbpYWF7nqqiu59JJLME0T0zSZnZk5Yw4JwOVy8fYf+RH+6P3vxzRMPvjBD3DLLTdTqVb58z//c77wr58jlUpzxZVXceTIefzFn/85Tzxxil5eqVQ455yzuf2Ou3C5HHzi4x/nmWeefcU1SvA60eHfyV5qSPfSo9nn85mA7f8VIL3cJbI7f6SxP/vuTA/yvfvZDW6763LGf1ddeSUf/MAHuPCSi5FlGU3TeNevv4urr76a//TTP4eu6/zZh/+MRCK5UzvxW7/5X7jzzjv4obe9nU6nzUf+7M8Ih0M888yz/O7v/T4//LYf4uqrryKXy+Nw2LFabSQSCX7r3f+V97znv+LzevlPP/0zZzjnvdp/L6a7A1uad1tnL+wmMmx/B9CZnJzgnlvv4sbbrueSxUtx2h0UugU2MkmOHXsBQTBZDJ1FfHgAz8hHpV0n3UixPjxJdlTYNb67Q6Rb+zZEAqUppt3TxM6PEo/OoA11kk+lSQoJTg5Pord0hC0PypRNrrn6aq688go++rG/J5PJIACRqSmWtlQEgr4A6/+SIJ1PkSxvUtmWuTEErG2VRrzMyD5EGsh4ExOMbANUu8z09DTx+DQx7xTDfJ/CgU1Wc6usb26gjfq4UpPIXRXd3WObig8ClpqdTrTMxCEnMweWmDEXcKS8NL150pk8mXSSaqOBteGgHaox9LYxNRnDFJg4OYW9OMHQ1Ue2CQSCQYIE8U9M4LzeRqqTZiOVZK20jpRTsFecDK06umwiDVXk/jh0amlbUYYK9rCd4OWTRH1RlGULzVKTSr1KvV5HmxzhmnPhsjqR1XH+s+1oUdSL1E7U0WoapmhiKAZhW4To3BTxc2L43BPoFYOnN57mpHiCXDl3hnvllZuqqlx22aXceMMNFItFAoEATzzxDb7yla9w/1ceYHl5ed/1tokOf/03f8uVV17Br/zKr/LsM09RLpdxu91kszm++eSTnH/kCFddfQ2Tk5Mce/5Z/v4f/pE7br8NVVV5+ulnCIdDXHHl1a/4eF8HpX9XO9PQnsmjein7f+khvdyx7q1b2gsou233A3xvXulMdspLuurKK7ZA6RK2H76SJPG+972X77/n+1AtFr7w5X/bqp0YM5N25n/f96GqKl/84pc4efIkuq7zoQ//2c78n/yJH2c4HPLZz36OX3/Xu4hEpvjwhz7I3/7d3/Gxj+3ubbP7/HaD0+5525+3yR2nuvCOa5NOJ3Zsd+Ed958an6+iyFxzzZXcfvvtXHv1VUy7p6k3W6SbGY6/cILCWpW5mTkWzjvAQnSOdrfHcm6F5eVVNjcTGDt1myImJkrXijc5wcDZxxQFREEgFAox458lFokxddcUyWxinMtaWeXCCy/ggvPP5+/+7qMUiqcS3LvNbXVyqD+WLppemGLQH5DMJEkkUlROVKhGC4wcA8QReBKTmJKBbjnVOFIeSYR8PqK3B1icmWPC6SHdT7P6SILCI1VqcgVBHl8z4kBG7sv0gk0MVUNTdUwkAoUY4ckpomf7ifmm6OT6ZDtpss0sxc0qxlAYg6ykYc9OYG04MUUQNQFd1eh7u3inPESmIkxNxPBGvVQDZTaeS5B9pkyz2sWQNdSWFWfBg2bR0S0j5IGCoIvU5spIEYkDtgNEQ1Gmz52mn++RzedINlO0mk18Th9e3Yf9fBtCBLr1LpVaherTNTprPQZbNVqhUIh77ryLzW8lmL/rAKbf2CEyrK2vvyqPY7dtt0J/05vfQjKZ5OjRG7np6FGuvvoqnvjGN3jzm99yxnXf+9vvwevz8alPfYo//cCfcN6RC3bmBYMBnn/uWQ7ML3LxxRe95PxXSqh4HZT+n9orHfr/CCG7V+Mt7Zdj2U+WaO/bvLhrmb2e1SvNzcHp/ZZeavlTNjMzwze/8XWuuvpaVldXAXjrW9/CT/z4j/GmN7+FWm230OVe4N02kxeHMHcvL221r3hxmHbsLe0F6V1UagEWFxe4++77uOnozZwTPxvDNMk0MqytrXLixAr+yQAHlxZZmlrE5nCwlltneXmV5ZV1Op0OSkfGm5yk7+6NN7gN6kMZURMRzjdYOGeRpcWDzM3NYpomTz/zDM8+8yypVApjN7tql7PnzDmx1W1o3gHhaISZeJwpWxSH00ZpOsdK4jgryyfR10QcZTdDxwBD0RBHoHas9N1tDIuOtW3F4bAydVaQmYunCHemqK/WyTZzlNJ5KsUWpmGMdQVNAUMx6Pu6DK0atrJ7TKkWBSZjTsLREFPEcAUdFEZF0st5iqkCZUsFaaigNm1olhG6ZKC2bQzcfQxpPORew0dkPsLcXdPMhhZoNbqsrK5T+tsatUqVnmMbGAQsDQu6qpM7PzOWXkLA3rYxN5gnev4U0/FpPG43uVyO1PNpcvUcxrk64XBo3I33mIze0mmJTarVKpqmc+utt/CPf/pPdKY6BI8EdrzSiYkJEsnkWHx1eZlSuXzG63mv2e12/stvvIsbbryJ5557bme61WolOjXF2vr6vusFAgEe/tpX+aG3/TCzMzP84i/+AtffcOPOfFmWyecyXHLpZVxw/gUvOX8s9fXy9joo/T+3lxv+/wiABK/MW9rrPewmKezWgNu9zm4g2W9fZ6LIv9R3cc//Fy8jCMKLKKx+v59ms8loNOLss8/mne/8ZZKJ5C5lh93n92Iyw4sJEAKnA9j2vrfDUafOf0z7ZmedbW9pbONtCAKY5rg1vMfj5e477uSW227j0nMvwe3yUKzl2cwlOXbsGJqms7R0kKUDh4gGImRLeZZPLpP5YoFqtY5m2/ZWRCxNKwP3kFakgSAK3HP33czMzPD4418nGo2ytLSIKIqsrq6y8p01st/JoteNMaXZ00e3jHAUXCg9CUM2EA0RQzKwHJKYuyzO0uI805NTFLJ5Vh5dJ/NsjlqhjiHqDB1dxJGM2rWj2/sgmMh9Bd02oB/vMDcZJT45zbQ3ipmGwqBAtpMjl80x6BjIPRvtWIWBs488UDExME1wpybRZA33hMpUfIr4dJTJfpiO2CUVWWFjbYNEuoB7PYigyVtFtqd+PkvTPtbt85rMzc4x7zzIxKMBnHMOyp0KuUKBfC7PoDHC0lHJXJhi6B4wBior7qyHvmfsqbtdLuLTcaLuGNHZCOYRY1xntLLKaEUjMAjhXnBis9pwOByE/EEe//wTJN1J8sNT4TufzzfWtVta5MDcHO12m5PLy6+oEaDf7+eXf+kXX1Er9G1zOOx88hOf4Itf+hIf+MCf8ob77uOXfukXTwMdRVHIZdNccOHFXHzRRS85/5Xu93VQet1ehb1crmz7/96c0t4W6Xsf6Lu9mr1dacU9089kexl9u9fdPf+V2Yc/9EGsNivve9/vkkgkds3Zr4kj+3yGM3tU7BPCO0Wb384xnco1ndq+aUrszRVJksqVV17GPXffwbXXXsOMf45Go0m6nuXEiWXSmQxzs7PjFhzmLI2n22QKOdLFHKVUkYE8pBVpYTp03vjGNxCYDPB3H/0orXZn58imolGWIotMt6dxqx4q/QrpzQzZjSwFKU/P10Vtj/MuuqIzdA7Q7KOd8bJZFeYXZllaXOSAYw6tq7FRX2Xt2BrVx3q0rR0EaTxOIjrWpoN2uMFgsg2YWNsK0/UZgocniMWmCDgjlNs1Us8XyLcTbLjWMAwBQTBQ2lbciQA9d4/d16LFVIhMTDF99wRL0QUkZE7enyOdzpOqpOkPTjHeLHUHjWidgXs8TWlbmfrODDavhcBCkEg4jH/CT22jQblYYu3sFRLVBIYJUl/Gm/Kiyzq6Rd/5qawNG8PgkKmFMHPxOQ6cPYfNYWP93zbIJLJ0hQ7XXHUN+eU8HXsX+RyRkTGkVquTz+fJZLM77ctlWWZubo6lpUUOLi2NW1hsjGvUTi4vU6/XT7tyYtEo73jHTzE/v/iKGHhWq5WPffTvOH7iBO9+938F4JprruHDH/rT08Jz4VCI559/ltj0DJdccslLzt9LUT+TvQ5Kr9urtJdilu22vQ/kvSG5vevsZeSdrmrw0vvaSxjZD6BeOSj98i//Em9+0/fz0z/zszz77HN75m57fWcCpd3e4d780ikP6nTA2SOwumf5U16TgWkKO91rx7VLu8Oj423Pzx/gvnvfwE033cy5B84F0yRTz7G2vs7x4yeZlILMeRaZ8U3jirnIaDnWC+ucdegQNquNv/voR+n2ei8aM2feha1mQ56SmY7HmJmeIeIP0y50yfrTrOSW2UxsoOunckbboCTsamkvCAKx6QhLiwvMarNYMi5qriKJZIJkIkWr3UFpW9CcA9qxcYjKUrfjznkZ+sadfC2yylQ0TtQdIhqawnaxwEoxweryBumTSWzrPkaKjqFs7dc0kXsWDMmgMVMEEUJBP4vyuUS1WYJLQSqtColsivTJHPVSm1aghbg1xrqq492YxJXzMHANMFQDi2EhTISJK3wcuHEGswWZeobN1ibJ42nEtDjetbjVL0k0MAUTSZcwt0K49mkrsfNjHHAfwCf76A8HrNfWWBuuMaBHOBxhYmICm20sqNpsNimVy2QyGWq1+s5vMzk5OQ7zLS0xE49Tq9VYXl6hVq/x1HeeIj4T5//X3nmHt1We/f+jYVveO04cb1tyFtlkOCF7D5JQCLSsDihvx1ug7FUKtH1LgUIIs7+WhNC37B2gEJpQKEkDSSDTsWQ7tmx5xNvxki1Lvz9kydLxke2UBMR73Z/r8iXpPM95zohyvrrHcz+XXHwxuXmmQcVh7do1/OynP2Xy5Mn09HSzZctWbzr4449t5uKLN/r1f/yJJ1m7ZjVTp51Leno6+/d9Rnt7Ox0dHWzd+ixHjx3jN/fd61cVYihElISvgJrF40HNSgiUMq4mJJ4EAVAXJTWxUcaRTl+U8nJzefjhh7j1tts5evSYSo9A1dF9z0/ZphTm/jiR+nX7uj/7Y3FuK8l/TLdgafEIltIlGh0dzZrVK1m5chUzJ84kLj6ek/UNlFdbOXL0GHa7nbFjxlIwew5hYWHU1tZy3FyE2WyhuqoKl2csJ8SXJ4AL77o/AHqdnvSwDNKWppI/x4ghLIySUgtmSxEWi6WvmKgDzYB74X5vaI4ipSWFkZOSyMhIZ3RMCm0d7ZQXVmHtLaXUZcHlcqLvCCXWmoQjsguXvu/4Lg1hLZF0pbQwIieBjNHZZKdlk5QZT8meKio/q6HyVBkt3a3oukLRd4bRE9OBQ98DLh09UV04dL1E1cYR5YwmJTuF0SlpjIxKpdfgpKq2lqoT1dTU1tJNN/aILiIao4loiHKLjN5JV0wX3eHd6NASNyqO0clpjE5LJXXeKOqaTlK6vwxriZWa9loMTe65Yd1R3d57amgNR5ej4bu3XMzRA8ewVVdhHJ+H0ZiHTqejuLgEi8VCdXU1cfHxpIwYQUxMNFqtFrvdTkNjI9XVNVRXV3ur2oeFhZGTk82Y/DFMnjwJjUZDV1cXWq2WGTNnY7PZVL7X7nTwZ7duITY2hs8+38fWrc/y7NZneP6FF9m06VGe/9tfiYiIoL6hgRtvvJmYmBi2PbuV1994g0ce2cTWLc8wcdJEjhw5wkMPPcyTTzxOVFQUz2zZwiOPbFI9phoiSsIZINBXSGlR+MaWPKgJie/24cbcBhOpMxmXGxgj8n+vTAlXCrK/e7JfmDxWj+8Y/ffOHf/SBTgXD56xla/uY+h0embNnM26deuZP38eWWk5tLWdIiIigpa2Nv72wguMHp1KvslEXm6eu0JAcTFFZjOlpSeIKI1E36WnO7Lb7xQMbQZa0prpjupmZMoITCYTprw8UkeMoKqmCvOJIszm49TW1IITQrpC+wqVur8fsZXxaB3QE9lFSKiGtJg0UlNGY1ycScTIMIpriykuMlPzr3qoDaU31IFL27ckvaEbZ0gv+s4w6NXicukIS9YyckYK2dFZJHUmc6qlnepTNqpOnKShvolencNtcTq1dMa20RnX4U7z7gjHqXfiCnWRoc9hdF4qGTnpxMTGUFlWja24Cou2iJbGNvTdIfSEOTC0GAjt9K8GHtIRgiHKQMriZIzj8sjNzaWjqgPL66VUdFZgq7Z54z+xulhWrlhOebyVD3Z+4B1DA6SmpmI0GjEa8xg1ahRVVdVYii2UFJcAMHLUSBISEggLDcXpdNLa2kpt7UkqbTZO+bjoxo8fz6KFC0hISACg8PhxPvzwH+zYsYP9+w94l0cH2LjxIp54/DHUKCw8zq233cZll17K8uXLcDgcvPTSy/zq7l+TkJDA0SOHmF0wh5tuvJHly5eh0Wjo6XEwZuy4YVcIBxEl4YwQyKWnTApQS5v2FQ5l3GgwYQpkZaF4f6aL1vrGzNSESZllqLSclOfja/HofLa5awS6czGU8TU1S8q3j/J+KoXePU5mZhaPP76ZccaxhBgMaDQaqmvcbr6jR48RGxODKT8fk9FIXFwcxbtLKf/AirXZSmtPKzghrC0Mh8FBS3pzX8XzfiIjIzDm5WAy5ZI7OpuOug4sH5/AdqyK2upaerTddMa14TB0E1EfSWhXCBqNC0eYg87EU9hjOxk5IpE8Uz7G7CxGRcRTYa6lbH81tvIa6nrq0LqcGJqisUd14tI7cTn0hLZF0BPZSWtaAwZNGFmpmWQl5TKyfjSGlBCqOmxYKyqpLK2mt0FPa1p938Rj9zykiLpYIuqj6Yp1u7liY6JJz8ggTZ9ORkE69pF2LKXFWI6c4NQnbXTru3GG+Fx7n1A3ZTThiOhBp9WSHZtNTmcu6dPSiI2Jpbq6muqaGvJSjVRaK3i/9v1BF/PrL8zqFjmHw+EtzFpXV0dycjLJyclER0eBRkNXZxcNDfV9x6mlYPYsxo8fz4KFi1m4YAFLlixm8eJF6HQ6rr3uet599z3V43rSwa+99jq+/GI/oaFhxMXF0tTUxCuvvMrv/uf32O12FiyYf0bSwUFESThjBHJjKf/U+itdV2piFEhcPA/dr+a2Oz3UMgk9n12KdrX1prQ+bb7np1Psr7wfvsfoj0/5Z/l5EiECCbT/vTEYDDgcvYSFGVi1ahWrVq5k1syZJCYmcvLkSawVFRw5eoz29nZMOUay9dkk9iTRfLIZW3UVFa0VlGlO0GNQK4vT/6NE79JhdJhIj00nc2wakdERVForsRXZKNYdp8HVgL5Lh1brXm3X7aLzF9Go8BCyjdkY83LJTczE3tVJ0ftWqstPUtlmw9HjLlOl6dUQ0mGgJeMkjggHLpeWyNoYDE2RRGeFkJ4xmozUDJKiUqixNGILK8PcVUhNTSOgJeJkLOGN0dhjOr33CTSEtRpwJPcysmAERpORvHQj9s8cVNdVU9lQgbXCSkdnp3sZks5QmjOavFmO2h4tsdY4QENESji5uTlMnjQZZ7UTe1IXFaFWLJZiysrL/SwXNbRaLenp6Zj6rKjExESs1gosxRZOlJ4gNDSUkSNHEh8fR0hICL29ThIS4gkPD2fS5Kl+40yePNktXNUDJ+n6poMfOHCAtLQ0enq6aWlpZcKECWx+9BE++ufH3Hbb7VywYcMZSQcHESXhjKH8GinXkFKbv6P2sA0kJmriozaOsv1siJKv2Hg++25XsxLVXImePkqLRs2yUsv48x3b817HwPuhPLby1T/RQqfTMX36dDasX8f8+fPJycmhra0Nm83G8aIirIUVpCelk2vMwTg1D/RgsbhTk0tKSnzqtvXfg9C2EGIq4umOtoPWSWxsDJmZ6YyOHE1q6gg6TS19q/UWUl1dg3u1XuW5u9BoegEtWp2OzBEjyW7LJ2NUOtGJkdhabVitlVSWV+Go1dGSXkdPlB2XS0PEyTgiGqKwx3Z4zy00zECWIYe080aRPzMPu8OBpaqYkn+X0fRpG+0R7bjr4Grcy0ycCqM1tY2eiG5cGnDpXWT1ZpOlzyJ9chrJo0ZQV1tH5Zc2KpoqqO6qIqQjFKfOiT3GjsYJkXXRGPQGlqxYRENVI3sL/03i7ETyJudizMsjPDyc0tJS94RZS7GfGy4QcbGx5BnzMBmNZGdn097eTkNjI1ZrBcUWC+kZ6SyYP5/GxkY/S2YwlOngaixbupSnnnqCnFzjkOniw00HBxEl4YwxHFFSw/eBqiZKGkW/QMKlZkmdDUHC5zyU19w7SLvSKoKBAuX76luU1ndirfK+Kl17vtZQoJiammApz6e/b3p6GhvWr2fp0qVMmjQRnU5HdXW/my8qMhJTvhFTnpHExETKyssxW8yYi4poam4CnIS1hhFji6MrtrMv6cH9p+8KISRUR/LSKExjcjEm5+Ls7cZSX4zFUkLpCSvdds/8G5f/xGOXk2hbIqFtBsJTtYzOHE1mejrJzhSaWluxpZZSbC2hsqqOkFMGYioTcYR34wxxl8LSdIWit4fQkdCOzhVCatJoMsankzchh9DGSCoPVVPVYMNms9HR1IUjrAdHqJMQeyguDfREdtMV00VEYyShbWEYQsMYNXIUqTmjGJmcitPuoLqpGltFFbWVtTTHNKNL1HHhogtorG5ix793YI+y+y2ZnjLCbYWZjEbS0tI4efKkt6JDpc025AJ/er2erKwsFi6Yz8iRI9FqtTidTmpqatl48cUUFamXFPJFLR1cjbzcXHbv/hejUtMoKCg4I+ngIKIknFHUMqw8BLKUlC495QPTsz3wRNjA286WKIG68PgmdiirWvgKi/Kafa9b7Ri+KC1LDx4R87jvBoulDWU5KY/VT3h4OCtXrmDVqpXMnj2b5KQk6k6exFph5dixY7S0nupbTiGPrPRMGhsaMJcWYfmimPY9nXQb7Dj7ygZpcBHWaqArtoO2UU3uI2ogPS0ZoykPU1oeibGJlDeVYTZbKC4spaOqF31HiHvV1kg7GpxE1SSg7dHSG9qD1qElVBdCwtQYcuenYxxhAq0OS7WF0o8qqT/YgqPLfd+cGieOkB703Qb3Z50LXY+envAeQkw6ckcbyYjKZFTCSNqcrZQfrKSqrIaq9hpcvRDaGUJXtJ22lFPou/VoHTqcOichbSFEtUQTa4ohMyODjMwMonRR1JbVMGJxMo3dTfzt+eeHDP6Hh4eTl5vrXeAPoLi4GLPFnezQOcSDPjw8nGt+fDW9TifmIjPTp0+jtLS0L8nhQ/Z+9pnfhFuNRsP3r7ySu+++C4PBQENjIzt37uSOO+6itbV1QIXwTz/dzeQpk5kxYxYxMTEUHT/GP/6xk4KC2e723buZPm3aaaWDg4iScMZRBvY9KEVJzVXlQRkTYRifldvOpiB5UAqTZ2ItDBQN3/MJ9DDyiJPvq1pCh9Onj9sCi4qKYfPmTUyaMIWp587AI0q//OV13H7DrT6noeHe3/+WRx/dDGgIDQ3jf373W9asWo1Gq+X1N9/gjjvu6ksv1hAaGupuX7MajUbD62/0t2u1WqZOmcKGDetYsGA+uTm5dLS3Y6u2UVRkpqS0hLS0VHfsIyMH+9FuyvZZsTXZqKy14Tzlwql3cCq1AUdEt981e4rWxsVGkWcyYszKJblqJE3FrVS3VFFVaaOuqZmOhGa6w3swtIYT0hWKU99NV0w79ugu0LqXhU8blUKuKQ9jmokETRIV5VWcKLdSYi2ju8gFGldf7Mc9r8jQEkFnfDunRrldZ2GhoZgMY8hwZpM5LQO9Xk+FrZLysgpqj56kbkSd2y3Z908YXzYwdT4hPp7F4xcTNSOSmNxoWltbvRbQcOJIGo2GtNGjvVbUiBEjqKys9I6hrE1oMBi44vLLsdu7WLlqDfX19URFRbFgwXyWLFnC0iWL+eSTf/FfP/mpd5+RI0fy3rvb2fvZ51x77XUkJyfz2OZHKS0tZdOjm9n27Faqqqu47rrrmT17Nk88/hjbt2/nx9e4ixV/8cV+tFot69dfQGpqKi++8Dd27vqIK664ctBrG3CtIkrCmSdQYoNaYoDaZ2Xqc6AsvMHcUl8XytiR02eb51zULEI1MVYKkWebbxq50qpykZ8/hi3P/JmjR48zbcrUPlFy38P77/8fKqwVPPb4E4oxAbTcd+89TJ48iat//BNcLidPPP44Bw8e5N77fgvg0/5fivbf+J0DwOjUUaxbv47ly5YyeeJkQvR6qmurKC0r5ciRI4TrDZhijaRp04kLj6OOOsq6SzHXHKOxoUlxP/vOVOO+p2HN4cSfTCJpTAwZ2WlkJGSg6dJRWV1JWVQxltoSutrtaHS+D3ffRAm3SEdHRZJnctf3S9PnULeziSq9OxZVXV2N0+lEZ3enrDdlNuDqW9wnpjIOfWcojsgekpKT3RZQWgbRXbGcSm6htMddTaG2tpbY8jh0PTp6ItxWSIhez4rlK+i2dfNO2bs4Ynu81RhMRiMGg4GSktK+0kMWTg0jUy0mOtqbLp6Tk0N3dzcdHR0UFh5n/4EDXHThd9BotaxevQabrWrA/hqNhuhotzh6GCwd/KKNF/PSiy/Q2NhEZGQEZWVlfPrpHubOLWDO3HneCuHvvvse8+fPw+Fw8Nlnn5GdncOcuecNeT1+5yaiJJx5lA/gQK9qXz21GIhaGjWKfoGSIM4matcJbjfewBJB6tfr26ZWlDWQIPcnAvzoRz+ksqKStrYONm96tK+COoCWrVue4Y033+SNN97y2ddtiWo0GkotFjZ+9xI+/3w/AOPHj2P722+Tm2fC5XJRWmJh48WX8Pnn+3za3yI3z6RwP/lfn8FgYPmyJaxavZI5MwoYkZREfX091ppyCo8W0ljfRG5+Nvn5RrJTsmhpacZcacZsLqLcasXl9LUWHcTY4gntCKM7yu2ycrm0JCXHkhmWS9bCUaSPH0FlSwXmYgsWczH1Dc19Z+IWpf7qF9q+zxBuj8RoH0PqxJFkpmYRFhZG5ckKKgptVFZVUZ1sw9X3+yiyNpaIxghvmjhowAVx3QmMOC+J3KnZZGflYKcLy6clVO60UXmqEmeIkxXLl9Fb52Lnnp00pDbg0vt/N1JSUvoy6YykpY2mtrbWawHZqqqGjCPpdDomTZzIuTPOZURyMlqtlu7ubjZvfoznX3hRUSZreERFRTFp4kQefPAP3HPPfXTZu76WCuEgoiScFdQsoMGESslwxebrdtcpCWTpOQK0qVs6/a9K68rzWW0lXhR9YU7BnD5Rmu7d/vZbb2HMMhIdE0N7ezvv7nifu+++l5aWZnJzctj9r3+RlpnVF1twj1NhLWPZ8pV02+3s3v0v0tIz/WIPnvbCwkKf81BzSbqvTavVMGnSOWxY73bzmTLy6OzowNZow2w+jqW4lNRRI9zJEiPzCDEYKK6yYLYcx2Kx0NXZRbQtntD2flHyXJ+hOYq21Eb06d3kGd219XKT8mhvb8dca8ZsPkF5eTW9vX0i7tKBQ4dL60Lj0hJTEY++2z0hOCExnoy0TEbrRjN69ihaYlswl5VgMVuoL6kn2haHS+Oix+BAg4bQtjB3bCuiB32XHp1GR1J2Eukz0smKzSCkIZTujm56HD18tO+f2MJs9EQOvqJseHg4eXm5mIxG8vLycDqd7jhSX2Zj1yBLV2i1Wi65+GJSUlLY9tw2Jp4zkdmzZ1FWVuaNI+3es2dIV+GB/Z+TkZFBZ2cnv//9/Tz+xJNDpnyfqQrhICvPCl8LyvjR6bjigpXBfstpGVi5wnefQIKljCfBwPugTJhQxqp8awxquOrqq9HpQmloaCAnJ5eHHnyQJx7fzKWXXUF8QiLtnZ309Dj8xmlubiY5OZmOjg7a29sHVJ/2tPuLktq/ad9ZOV188cWXfPHFl4CLkSOTWLduHcuXLWPRrEWsOG85NS3VnCg/wbN7/kZoSAgmk5FZU2ayfv4qKlvLMO8uofqjJup7u7yTTHX2EJz6XnrCeuhqs/PlF8f58osidHo9WZmpGE05rJ23ivCoaEpqT1C814rtQC3dTeDUO7DHddKRdIrIkzEYWsPpaOnieJmZg1GHcDT2kDc2F5Mpn9nnzqKnpwfzHgvW3ZWcLKujx+HAYehB49AR1mqgJ6KbXk0vdZY6aktr+WfaLjZuvIgYfQxdHZ1cesElNLU39a1VZaFSuRRIH52dnRw+fITDh4+g1WhI65uPNG/eeVxwwQYqKiq8VpTv0hUajYbvXHABKSkpXHjRRr744gsAoiIjmTd/HsuWLuXhh//IvPkL6OjoGHBcX6ZOO5eoqChMJhP3/PpXZGVlsXv3ngH9PDUZHY5eVWvOt/10EFESzgLDFZ1AcZXB9gt0vGBCGQeCgckLataSMiamvC/9K9S6/+sqXXtalPe1tramr6+WwsLj/PKGG/l41y7i4+MJ5BXSaDT0OhwB3Uae9oHnPxTueFtNTS1PP/0nnn76/xEWFsLSpYtZvWolc86dxXlT5tLQ2IS10crOTz/i5EkbeXlZGM/JY/qIGbSWnsLWUkVVZTU1HS20J7a6kxRc7nvhPjcnJSU2Skps/J1PGJGcgDExn/zeccyeN4/m3iYqy6uoOlFNpb6C1rRGQjsM3hV3eyJ6cPW4OHjoMAcPHUGr1ZKRkYHJZGTuNQVE6aKpsFVSUlhK7Ud1NBgavL8T7CF2Ik5FsKZgDeEp4fxl2zN02e2E7QojNzcHk9HExRsv8i4FYrZYKC4uobOzc+DdcrmwWq1YrVY+/Mc/iI2Nxdg3H2nhggVotVrq6+s5cvQYyUlJZGVl8t3vXeoVJIC29nbeffe9gBUbAtHW1saBAwe44867eGf727z19nYSEuL9+iT2lS2qq6ujvqFh0PbTQURJ+BoJ9Gs60MP42yZISoHoZfB0azUx9o19wECXnnJfF/4p4Mp0b53ffqWlJ9DqdMTGxtDQUEdkZCQhISFea0ij0RAbG8vJujp6eroHbVe/fs85eT6rJX54ztmF3W7nnXfe45133kGj0TBhwng2bFjLwgULuXjFhdg7O7G1V2CxHOfdwg8YHT6C7Iw85k6bSVRKOGVYsRQXYzGX0tHR01eU1nMO7vtQW9NE1z4zhV1laJI0ZKRnkJmVzvj8sfR09VCVVoWlopjS0lIcPc6+vfvHcTqdlJWVUVZWxgd8SEJCAiajidyMHKavOpeu2C6s5VbKreWcPHmSWfNnEq2J5rnn/up1t9ntdo4dK+TYsUI0Gg2jU1MxmowUzJ7NhvXr3Zl0fVbUyQCr/La0tLBv33727dtPWGgos2bPZvy4sSxauACA/fsPkJebx4kTZaoVGv4TIiIicLlcHDp0iOTkZEampFBTWwvA1GlTsVqtdHV1cfDgwUHbTweJKQlnkcG+Wkor6XTF5ZtIbPBlsGvzja945i6pWU3K5TyUqfAunzHUUsQ9+7gFyR1T8l0q3tOvf9wJEyaw/e23yR8zFrvdzvHCY1x2+ZXs2+dOZDjnnAm8+8528oz5fe1HB20f/F6oXbuvUPVt0SjvmXt13hEjRrBuzWqWLF/MtLyphIeGUtNh44S1hCNHj6HRaMk35WPKMZIam0ZViw1zqYUicwkna5u9x9P2aIkrT6Y3xOlXo06r0ZIWlk7qihTyJ+UTGxvLiaoT7om/5lJaWk55x+h/7f/3CWs1kFibRPK4JDIy3fORQkNC6LR2caD2AIc7DqtaQEqio6P7LCATOTnZdHR0YLFYMJstnCgr81b/VmPJksWcO306v/3t79CHhLB06RLOnT6dwuPH2bHjQ1568SWKS0qGPAeAc8+dTtroNPbs2UNTczMmk5GHHnyQw4cPc8ONN/HYY48SHh6uWiEcGLJ9uIgoCWeZob5evpUOAomMmkXxTVtIw7ku3/fKjDxf15tvnEjNdefZrlYItr+Cw5yCAjZveqRPlLRERkbys5/+lFdffYOKShtGYx6bHnmEjz/+xJvSfcvNNzF37lyu/vF/4XT28uQTT1BeXs4vb7jRp31OwPbA98JXiJTX7m81uWMP/vO7fJf10GichISEsGTxQlasWMLcWXNIjR5J46kmKpoqKTx+jOrqOnJzs90WTFIuXV1dmE+WYC4qpqzESlRJEho0fnOHNA4tIV1htGQ04DA43BaQyYTJZCJjVBb19fWYy4oxm0uorLThcrrQ2fVoe7U49b04dRBbGUtIZwjdkXbmzp/LyIhRVFitZCxLI3VcKhUVlX0CYw5gXfqj1+nIysryzkfyXbyvpLSUpqYmb9/58+YxZ04BN9xwI8+/8KJ3e1xcHIsWLmTp0iW8/vobfLBjx6DHjIqKYvPmTUyfNg2z2cLEiecQGRlJR0cHcXFxfn0PHT5MVmYmDoeDV159DUNYGKtXr0Kj0fD29u1ERkaybOlSvwrip1MhHESUhK+VQHGm0/0KftOCBEOfszKrzvfVf0kJf8shUPp7IPrHcovSo33zlCA0NJTHNj/KnBlziEtMpKqmmr/+79/YvPkx74NCp9Nx7733cuF3LiA0NJR3332Pm2+5hfb2Dp/2ewK2q5+nr3WkrNmnzMR0V6Fw17Trj7f5rzXl9BGuXnQ6HWPH5rN2zToWLZrPmBEmepy92NpsWIpLKCoyk5yUhMk0BtOofKKiojDvK6Xio2qsLeW0OTrROLSEtoXRFWenbVSz91CuvvtvCDOQm+teetyYl4/T7sS8o5iKgzZqK2qwu7qxR3dhj7YT3hTBnPEFjBwxkvc//YAGQz32GLvPXCIjubk57oxAsxmzpZiyEydwDJEFB/Rdhwmj0UhmZgYOh4Pq6hpaWlsYk5/PHXfexTPPbBlynEDk5+f3zXE7xrRpU/2qL6jPcetneHPYTh8RJSFIGO7XMBgEycNw3ZNqLizPe+X6TIHmafVVHPCOOVisSom/C+/sZDoqRUmtkrraWlR4t7mFx93W79LT9rX5XrNHuNzHSUpK4vyVa1i8fBHTjecSERVNbWsdZZXlHDl6lN7eXky5RrJcRhLbk2iob6SqoZrythOUaypwhjp9nYk+56XtOxctOa5csvTZpE9IJ2FUAlWl1VQes1HaW8I5qydgGm3kf//6PE32JtUlKDw16TwTZiMiIigtPeG2oiyWYRVejY2NZfasWZxzzgQiIiLo7Oxk+/Z32LHjQ3bu2kVLS8uQYyjpn+PWxubNm/xEqX+O25sD9tNoNKcxhy0wGo1mQEKNiJIQZAT6OgaTGHkYjrXk+xBWFmUdall137hRr882l6JNmc3ni28/z+ezlX6vtJA829TalQLtESAnGg19guN7bv5LePRbTv1jaTQaQkJCmTdvPqtXrWVuwRzSktJoamqiorGSwsLj1JTUkD0qm9z8XPLGGnH09mKuKMHct5BhT48d/3umRdetI9aagFPvpDfUSXRUFBkZGaQlZJCaMpLoOZEcLjrC4cOHsVqt9A7jgTwiObnPVeguvFpbW+tOdDCbqaqqCvjNOuecCZy/di2bH3uMHTs+ZOnSpSxbupT8fBOff/45r732Oluf3Tbk8ZXMKSgYIEpvv/UGRqOR6Oho9xy39/7O3Xf/mpaWFvcct2HPYesnPT2dG355Pe+993eKi4spKS0d0EdESRC+EqdrLfm2+dawU3tYg3+at2+b2uqyaiiz8Txj+rafSTzxMw/Ka/btp3Rd9ov2QFHypHy7fNr73X391pMWtya4BS4/fwwb1q9n0aJFjMvIx+FwYGutprjYQmGhmYSEZPJNJkwZRneiQ/UJiszuqhAtrW2AFn2nnrjyROxRdr9bN33idIwjcznQ+wWj8kZiMhoJCQmhpKQEs9mCpbh4yDlB4Dth1kReXi69vb1YLMWUniil7ESZt+xQfn4+37lgA888s4U77/qV3xipqaksXbKYiIgInnzq6SGP6YkjTZo4kanTzvWK0qzZc7y1DrVaLe9/8AG33HIbGRkZPPTgA7S0NFNVVc369euIjo5my9atPrUS4fChL/nZz3/Bxx9/rHrcnJxsrr32WkL0ehYtWsijj27mgx0fUlxc7O0joiQIX5lA/4WU25Wr0g4M8Pvvq1yUT02wBju+etZYcIiS57NSuPvf+8eVfN2PnnWVPLEmdz+Xy/3n3uYWKrdryN0nPj6GtWtWsWLFcs4dM4Oo2DhqG2spq6rgyJEjdHd397nXxpCRkk5dYyPm0mIsR4tp/3cXLvqLrE6ZMpkxI8fwwa4dlMeW4dK5k8hHjhrlddGNGjUKm83mtYCURVPV0Go07gX8TCYmTjyHqKgoOjs7qa+vJyUlhZdffoXrrv/lkOMMhlocySNK77zzbsA40ZgxY/jk44/Yt28fDz+yiaefepIDB77wiyMdOXyQa675CZ/u3j3oOURFRrJ4yWKuv+46CgsL2bHjQ157/XVAREkQzjBqbjgPgZaGVwqTUnSgf1VaT3+Nol15LGX86OsSpcHWlPK1ajwEWjYenziSr+tROYbGe0yNxl3TztW3QKBGo0Mt68/lchESEsbcuedx/tq1zDtvHunJ6TQ3t1DZUMHx42bKrZVkZ+W4Ex1y8+ko7qL0H2XYGmzEJMUwLnssH/59J5WGSrri1dO+o6KivKneubk5dHZ2uhMdhpHq7SErM5P58+eRmZnprkVYWsoHH+zggw92sPezz4Y1hhK1OJJblB4lPj4uYJwoJCQEW6WVH/7wRxw6fJi9/97DsuUreOP117y1Eq3lJ1i0eCkWi8XvmGqxI4C8vDx+fPVVjB49mo8/+YSnn/6TTJ4VhDPLYA953/JDag9YTx8U23zjLr6TYZXHVcai1ARJrd/ZwjcGBgOvVZnc4R+Tcrm0PskPyljawDH63Xbuzy6XJxVdGU9z0dPTw65dH7Fr10cAGI25bNjwHZYsXsy6FetwulzY6msoKS7mw3/sJC4mAVNmPrPGziRUE0ZDWwNJBQk0NJ6kq0VdlNra2rzllfQ6HZl9iQ6rV68iMjKS0tJSiszmQVeYtXfbSU5OZseOD/nJT3/G3LlzWLZ0KX/601MYDAZ27fqIm26+xS9VfCj+8pdnAHccyRe9Xk9ERARffnnQu+3o0WPo9Xry8/PJzMjA5XKxc9dHtLW10dTUREhIqLddr3dXr7VarX7jehYazMzMJCMjA1wuPvnXvwD3+lB/eOBBLr/8MuYUFFB3sk4sJUE4e6i5q0B9McDB4kn4bPeNIwV6SCsFR+39YIsAfhXUsu6UlpHvq5r7zn+7RqPFXXzG95r975v7V7iyzJJyXN+kELU1u9x9YmNjWLNmDStXrGLG1BnExMRysqEenU5PXEwsb7z6FjHx0ZjGmsjKzKShsRGzxYK5yExlZaVqTTslykSHmpoazBYLjY2NHD50GBeQlJTEFZdfxpcHD7Jx4yV+VpFGo2HSxIksXLSQTZsePe25QL/85fXcftutfttOnTqFy+VizNjxPPCH+9mwYT3d3d2EhIRw96/v4cdXX01mZgaj0zKA/jlsOTk53Hb7nVx5xeUqc9jcjB07ltdfe4Wq6mpiomPYtWsXN918i7c9MTGRm2++kaSkJBElQTh7DBZDUT6clfv4Jigox1HLwlM7tpo4BUoLP1Mo5yWheO/CP+bk677zTeBQQ+eX4KBem08tKcTXReq5B55KGGqWav990utDKCiYzTU/voalS5YB0NLSSqWtgqKiIk6UlZOZkel28xmNaDQaiouLKTKbKSkevKq3h4jwcPLy8hg/fhwmk9sN1tLSQlhYGIWFx1l7/jq6uwevLn663H///6DTalm0aJHXfff0n54iIjyc//3fvzFlymQaG5s499zpJCUl0d7ezksvv8KF37mAnFwj0D+H7eqrfkRXVxdvv71ddQ5bSEgIL7/0Iu/9/e88//wLjB8/jkce/iOHjxzhqqt+7O2XlJTEu++8LaIkCGePQIkOnjYXA0UJhk7vVj5IA/UPFDs6m2475TUprSTlCsS+lpVncUdfIfEVYGUmYiDhUR7Xs/SHZ5unmK2nzdeS8n3F20+nC8Fkyqerq4vvXLCBJUsWM2H8BABs1dWUlJRw7FhhX3Vtd6JDcnIyVqvVm+jQ0NjIUOj1egoKZnPe3Lle6+fT3bu9cSSla+w/ZeuWZygsLOTiizd608CzsjLZ++89dHR0eONKGo2GyopyHA4HCxcuZs+eT/3SwDUajWocSafT0dvbS0hICImJiVx33S946KGHvcVZJ0wYz1NPPkFFRQXf/d5l3v1mz54loiQIZxc115Vnu9Jl5Yvvw3ewGFGgfT2ouenOdixJKTwuxXalIKslbigzDj2ipCxLpWZ9+h5X6RLV4C9+ntdAmYqo9HcTHR3N6tWrWLliJbNmzSQuLo6TJ+sot5Zz5MhR2traMOblYTIZyc7Oprm52e3mM1uwWq2qLrfw8HB+8P0raWpuZvXqtSQkxHvnIhUUzKakpIQ77/oVH330zwH7ng5vv/UG48aNIyYmhqamJu8cpH2f7yUmJsYrPJ5ahwDLlq/k9ddeGbIWoiepITo6mj//+U+EhYZRUDCbS777PXbu3OU9B6PRyOOPbe4bewXgduOJKAnCWWWwmEkgUfK1hJSipHwgD2UBKbedbUGCwNfmsZRgoFBB4HWifC2lXvxjar7znTyWlFpKukfQ9D6ffccfLAanrEvIgL46nY5ZM2dy/rrzWTB/HllZ2Zw61UplpY0icxElJaWkp6e540h985mKi4tpaGjky4MHaWpqIjQ0lO9feQXd3d2sWLmaep/1ksAtggsWzOfY0WOqk05Ph7S0NB55+I+cd95c2tra+ip9H+JkXR2XXLyRyVOm+dU6XLp0CT/7+S+YPWvmMGohupMb3tn+NrW1tWzf/g7XX38tdXX13HTzLX4WVW5ODpsefYQbb7yZ48ePu++oiJIgnG18H9DKV+Wv5aEy1AYToWARJRh4zb6CBOrX7buv2ntlZYuhgvtKYfdNcFCKktIdqpYQMpz76yYzM5MNG9azdOkSJp5zDhqNhurqakpKSzly5CgR4eGY8k3MnjWL0NBQ7HY7Dkcv7R3tLFu2ApvNNsS1fTXuu/ce5s07j7i4OJYtX8HWLVuYPn0aa89fx6uvvExbW5tfrcO9/97DNdf8hH/v3TusWogLFy5gxYrl3HLLbYBbpN5883VcTic333KbV4DAXaOxu7vbm6UnoiQIXwtK60Hp1hvqoayWiRcoCSLQ569LkDz4uuiU1+9rzajFygLF2pT30CMwyvWa/MsS+SdRKCclqx3Hw2CiNLz7GRkZyapVK1m10u3mS0xM5OTJk1itFRw5ehSns5eLN27EYDDQ29tLTU0tH+zYwfvvv8+ePf8+40kOanXrJk+exIc7PmDGjFnDjhsF4kc/+iHr151PTEwsK1au8lu+49VXXsYQbuCO2+/k4KFDqskqZysvVBCEASh/qfv+eh+MQOnLnjGHE2P6ugXJg9q5+wptoAnASgHCp03NPahRtCuv2d1/7do1vPvOW5QVlXDsyyPce8+v0encc7/i4uL485//RGmRhaNfHuKmG2/0G9/bXmzh6JHD3HTjDX5X5W0vsXD0yCFve3t7Oy+//Ao/+OGPGD9hImvPX8/bb28nLj6OK6+4nMsvcwf6Fy9ZgtE0httuv53QkBA2P7oJc1Eht95yc4B7+5+Rk509YD6So2+l4ei+GNOkSZO8bRMmjAcGzj8KxPbt2/n0U3dFhx/+4PuEhYV5275z4UW0t7fz1FNPEBsbq7q/TJ4VhK+dwbLnBkvzVo6h9vmbctcNhq/wqmUc+t4P39V6lROJHT79ffFNCFFaov3iFB0dw5VXXMEDDz7E7t17ycrK5NmtW2hobGDTps088vDD9Dp7mTZrJnFxsWx5Zgv19Q1s2fosAI88/Ed3+7me9meor68f2D59hmo7gNPpZO/evezduxdwx3ZuuvEGdu76iGPH3C6tHTs+ZMeOD+EmtyBEREQMfYsH4ZGH/8hll13qt62np4eM9HQqKiuZOnUKzz3nLuL6yssvcuzYMe7+1Z3euNGv776bl19+xWdRR3U2b97E9rff4f0PPuCxx59Aq9NRUFBAb6+Tbc89560DuHHjJcydM4fm5mbVccR9JwhfC2r/zQbLFoPBYxjDcT19k4KkvF5lYoPatfu64Hy3K911/RXF/d2YSkH3pJkr75nHhQe/+MW1FBTM5uc/v5ajXx5i0vRp1NTUAFpWrljOnXfezpy580lKSuLokcNMmjy1rx1WrljR1z6vr/1QwPZvkuf/9leef+FF3nrrbQBmzZrJ66+9SmNjI3FxcTgcDsrLy0lMTOJXd9/Nf//85zQ1NTFu3Ngh1tDy57577+Hqq6/iBz+8ivfee4/w8HB+8d8/Z+LEiezZs4dntz03rCU6xH0nCF8LagKhjG0og/HK/YcSpGBGeY1DXYMyndtXfDyxIZ2ir0fYfN2Dyjb/ihOJCfHU1tYxYcJ4ak+e7BMU93H2HziA0ZhPVFQ0EyZMoLa21is4APsP7MfYtzrshAnjB23/JklJSaGysj9xoqamBq1Wy+Qp05g0eSoGg4GLL/keMTHRHDp0mPvv/wMjRiSTP2Yc2Tl5/Ozn/z1AkPoL4fZz16/u5re//R3Pbn2Giy66kM7OTv748CN8vm8fc+bO4Re/+G8/V14gxH0nCN8oytTuQKneyvk2wxk3mPFNTlC633zr1QV2x6lbVp6+ge5n/+/w5ORkNp5/IZde9QOyMrNobGn226+xsQmtVktychIJ8Qk0Njb5HeV02tv6lp/4JkhISOCvz20jLi6WpqYmXnnlVZqbm5k0aRJRUZHU1taSlJQIuONGLS3NXjENdN6eBIWEhAQaGxu9c5M2P/Y4HZ2dPP7YZiLCw3l223M88sgmbr3lZkpKSoZ0AYJYSoLwNTIcl1ugttNJVghWQVJaemrZhMqEBeUjSkd/goRaRqLvq6/A+VuakZGRPLdtG089+xcOHPgC9zPW//gea8Dh6FXNEjud9q+DlJQRvP32m7z5xmt+29esXce69Rv4+/vvExUVxTXX/Bi73c7dv7qTnOwcWltP8Zv77qO2tpbCY0fYtfMfXjFVMmXyZMLDwwFYvHgRX36xn0kTJ+JyubzX+5e/PMNdv7qbBx74A1dcfjkAv7//D7z8yqvDug4RJUH4Whkqi07NnafWprb/YFl6wYIyRVsZAyJAu9pnz7ahshP9Mx0Nhgi2PbuNffsPsGnTJsBFfUMDCXFxfnsmJiSAy0VdXZ27PSF+YDsMq/1sct5551F2ooTDhw4yfdo0Zs6cSUmxmZJiMzNnzqCyspI7br8Nl8vF5CnTuOnmm0lJScHh6OWuu+7EaMwjMzODI0ePMm36DNZvuACADevXDzjWzTffyPevvAKAI0eO8PwLL7Bt21ZmzpzhJ8z//OfH1NXX8+CDf2DlypWndT0iSoLwtTOU1TOcB+1whCoYUZ6v2rX6L+jnn+KtViFDg9uC8vxpFdv73XcGQxjPbduKpdjCnXfe6T3iwYMHSU5OZmRKinfb1GlTsVqtfdUOvlr72eSTTz7hySefYuWqNVz/yxvYu3cvuXkmcvNM7N37GUlJSaxcuYI77riLpqYm9uz+NxqNhhEjkrniyu9TV1fHqFGjuPXW22lqauJUqzsZ4cILvzPgWPv27SczKxOA2tqT/P73f+DVV19j65YtLF68yNvvxIkT/PnPf2HylGm89957p3U9IkqC8I0xmCV0ukLzbRImUBcnj6CoWUNqmYnKckO+2z3j9YubwWDguW3PUWS2cOutt3u3g5PW1lZefeM1fvu7+4iPjyczM5Nbbr6ZbX/9K4C7/bXX+O3vfuPf/tzw2s829//hAfbv36/apkzCMJpMVFZWYjQaKSkuJikpibq6Om/71GlTsdls5OXlDUjSeOONNzl/7fls3HgRAE1NTWx6dDPPPPMMTz35BJde+j1ycrLZtm0rUyZPpqqqCnBXdBguIkqCELQMxwoKVktpOHEy389KN91QayN5UBMx3/f9f+efv46FcxbwXz/4MfW22v6/6jrS09O45ZZb6bZ3s//zz9jx/t/55JNPePTRzd4jedv3fcaOD06//UwTKIYE7rlJ9XW11NfV8srLL5GamspFF17IzJkzuO/ee3hmy1a0Wi2ffvoJTqeTuLg4PzF9dttzA+JKGo2GktJSHnvsMebNO49x48YB0NLSwpNPPc2DD/2Rhx58gD//+f8RFhrGFVd+37vv6az3JPOUBEE4Swz1aFFWZlCWW/IshqhR9PN153n+fPdVuvWGOo9AwobPtm+W8847j61b/uL9rNPpiIiIoLe3l8LCQhYtXgrAJZdczHcvuZiOjg6ef+FFdu/ew4svPM/48eNwOByUlZXxpz/9mcWLF7F69SoWLFzMggXzufOOO+jp6aazs5OXXnqZ+37zW2yVVqZMnU5FRYXfuUyeNIk77ridA198wZZntlBTW+ttS01NJSI8nOKSEu959vaeXqKHpIQLgnCWUFo6Q/VRzitSxpFQee8bP1KK1XDPMfj55JNPyM0zeT/fcvNNfPiPnRiNeXz3kosH9PfMTaqvr+fX99zL4489ysRJUwD3YnoPPHA/4F6OPD4+ntbWFurq6rwTfT2xsbq6Om+6t6dg6pcHD/LkU09x3733oNFoePXV1ygqKgLwuuvAbVmdriCBiJIgCGeV4QiTck6SL4MVnFUKkdqxBzsHtf3U5ogFH/f/4QEAjMY81XbfuUnNzc0kJiaSkZGB1WplwoTxtLS0+CxZcZDo6Gji4uK8c5M8SRojRozgrjvv4Lrrr/ebQLtz5y6cTie33XorI5KT2fXRR7z55lt+56C+MvDQSExJEISzzGDWi1qbMjakdN2pTSRWxqGU/dXELTgF50ywZu06Fi5aRE6ukSuu/AHt7e288vJLxMfHYzKaiIiI8EvSeP31N9BqteTl5fglaWRmZjIqdRTZ2dkAfpUcPvron9x088309vZy1VU/4sUXn2fChPHk5+d/pXOXmJIgCN8QavXxfMsEKUsEgboV4+vm83UBBrKC1ETQ9/1/mgF55lDGkHz53qWXsXfvZ0B/DGnd+gtUP3tYu2YNTz/9JF1dXWi1Wrq67IwbP8GbgBAbG0tJsZlTp9ro6enmpZde5ld3/xqNRsNz257F5XJx6WWXq55PbGwsycnJ3HnH7YSFhZKfn8+SpctpHMby72qIKAmC8A0RqGirw+ezbx/lUuhnKoVeTZS+HVZUIBFSkpeby+7d/2JUahoFBQV+MSZwx5COHDlEWnomdrvdz/WWnJzMC8//L0//6f/x0ksvD3ocvV5PXFzcgFVzTwdx3wmCEER4rB21+Vs6xWe1SbZK116guWBqLsBvlyCdDkaTibLycnp7ewed6OtyufjNb+7j6quv8s5Rqq+vZ8eOD5k6dUqg4X1KKjm+kiCBiJIgCEGDmqAo8RUjNSHynVQ7GL7jKAXu201mZib/dc01ZGRkEBoa6p2b9OQTTwKDT/Tt7u7G3tXFnIIC9uz+FxdddCE52dls2bqVCzZs4DsXqFtk/2lSgxrivhME4RtELYEB/CuIq6GWUecRlcFESSk8ar/Lvz3ipOa+S0pKYtMjDzN16lSio6O8c5O2Pfect09kZAQPPvAAy5cvw+FweGNIvpNcf/bTnzBlyhQyMjJ4/fXXCQkN5dzp0/nlDTee1Xp+IkqCIHyDBBKlQFlz4C9IypRwZdbeUOndwTdRNphISRlB6qhU7vvNvXR2dDJjxgyuuPJK/vnPj73zl840IkqCIHzDqFlFg6VyK/sNlVE33G0iSIEIDQ1l3Nix/OCHP2DWzBmsXnP+V44dBUJiSoIgfMMESjBQWkCDicZwRGiw398iSIPR3d3NlwcPcsMNN3Lo0GGmTJl81o4loiQIQpCgliXnmRTrQU1YBosLDSebTgRpuDgcDjRaDQsXLjxrx5AyQ4IgBBGDJTAE6n862ySG9FWpr69Hr9OdtZiSiJIgCN8wSiHyWDfOIfoEGmu4QiOCdLqkpaWxYf16Vq1ac1YECSTRQRCEoGCoYqyB3nsYbmUHSWz4qkRERNDR0TF0x/8QsZQEQQgCArntlBNqA6V5q9W6G+p4wn/C2RQkkEQHQRCCmqGKp3o4nUeZCFIwI5aSIAhBgpq15NsG/pZToKSFQGPIb/BvAyJKgiAEEcMVltOdcyTW0bcFESVBEIKQ4SQsSI7W/0XEnhUE4VvKcKyf/5tLUfxfRiwlQRC+xaiVEhIR+jYjlpIgCP+HEEH6tiOiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0CCiJAiCIAQNIkqCIAhC0PD/Af/hb8K363ocAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n_fibers = 4\n", "coords = np.zeros((n_fibers, 3))\n", "end_space = 1 / (2 * n_fibers)\n", "coords[:, 0] = np.linspace(end_space, 1 - end_space, n_fibers) * xmax_mm\n", "coords[:, 1] = -0.025\n", "amber_fibers = cleo.light.Light(\n", " name=\"amber fibers\",\n", " coords=coords * mm,\n", " light_model=cleo.light.OpticFiber(K=0.125 * 0.8 / mm, S=7.37 * 0.8 / mm),\n", " wavelength=590 * nmeter,\n", ")\n", "sim.inject(amber_fibers, ng)\n", "vfc = cleo.opto.vfchrimson_4s()\n", "enphr3 = cleo.opto.enphr3_3s()\n", "sim.inject(vfc, ng, Iopto_var_name=\"I_exc\")\n", "cleo.viz.plot(ng, colors=[c[\"main\"]], sim=sim)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bidirectional control via a second opsin\n", "Here we will demonstrate increasing and decreasing activity in the same experiment by injecting an inhibitory opsin with a minimally overlapping activation spectrum.\n", "Alternatively, we could achieve bidirectional control with excitatory opsins on excitatory and inhibitory neurons.\n", "\n", "We will use the anion channel GtACR2 which is maximally activated by 470 nm light.\n", "\n", "Let's first visualize how the action spectra for the two opsins overlap:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gtacr2 = cleo.opto.gtacr2_4s()\n", "cleo.light.plot_spectra(vfc, gtacr2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that GtACR2 will be totally unaffected by amber (590 nm) light, while Vf-Chrimson will be slightly activated by blue (470 nm) light." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "coords[:, 1] = 0.025\n", "blue_fibers = cleo.light.Light(\n", " name=\"blue fibers\",\n", " coords=coords * mm,\n", " light_model=cleo.light.fiber473nm(),\n", ")\n", "sim.inject(blue_fibers, ng)\n", "sim.inject(gtacr2, ng, Iopto_var_name=\"I_inh\")\n", "cleo.viz.plot(ng, colors=[c[\"main\"]], sim=sim)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Open-loop stimulation\n", "We will now design a stimulus pattern to demonstrate bidirectional control segregated by channel." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "CLSimulator(io_processor=OpenLoopOpto(sample_period=1. * msecond, sampling='fixed', processing='parallel'), devices={BansalFourStateOpsin(name='GtACR2', save_history=True, on_pre='', spectrum=[(400, 0.4), (410, 0.49), (420, 0.56), (430, 0.65), (440, 0.82), (450, 0.88), (460, 0.88), (470, 1.0), (480, 0.91), (490, 0.67), (500, 0.41), (510, 0.21), (520, 0.12), (530, 0.06), (540, 0.02), (550, 0.0), (560, 0.0), (800, 1.4793867810610162e-06), (820, 1.8122488067997448e-06), (840, 2.0711414934854227e-06), (860, 2.404003519224151e-06), (880, 3.032742901175083e-06), (900, 3.2546509183342354e-06), (920, 3.2546509183342354e-06), (940, 3.6984669526525404e-06), (960, 3.3656049269138116e-06), (980, 2.4779728582772024e-06), (1000, 1.5163714505875414e-06), (1020, 7.766780600570334e-07), (1040, 4.4381603431830484e-07), (1060, 2.2190801715915242e-07), (1080, 7.39693390530508e-08), (1100, 0.0), (1120, 0.0)], extrapolate=False, required_vars=[('Iopto', amp), ('v', volt)], Gd1=17. * hertz, Gd2=10. * hertz, Gr0=0.58 * hertz, g0=44. * nsiemens, phim=2.e+23 * (second ** -1) / (meter ** 2), k1=40. * khertz, k2=20. * khertz, Gf0=1. * hertz, Gb0=3. * hertz, kf=1. * hertz, kb=5. * hertz, gamma=0.05, p=1, q=0.1, E=-69.5 * mvolt, model='\\n dC1/dt = Gd1*O1 + Gr0*C2 - Ga1*C1 : 1 (clock-driven)\\n dO1/dt = Ga1*C1 + Gb*O2 - (Gd1+Gf)*O1 : 1 (clock-driven)\\n dO2/dt = Ga2*C2 + Gf*O1 - (Gd2+Gb)*O2 : 1 (clock-driven)\\n C2 = 1 - C1 - O1 - O2 : 1\\n\\n Theta = int(phi_pre > 0*phi_pre) : 1\\n Hp = Theta * phi_pre**p/(phi_pre**p + phim**p) : 1\\n Ga1 = k1*Hp : hertz\\n Ga2 = k2*Hp : hertz\\n Hq = Theta * phi_pre**q/(phi_pre**q + phim**q) : 1\\n Gf = kf*Hq + Gf0 : hertz\\n Gb = kb*Hq + Gb0 : hertz\\n\\n fphi = O1 + gamma*O2 : 1\\n\\n IOPTO_VAR_NAME_post = -g0*fphi*(V_VAR_NAME_post-E)*rho_rel : ampere (summed)\\n rho_rel : 1'), Light(name='blue fibers', save_history=True, value=array([0., 0., 0., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=125. * metre ** -1, S=7370. * metre ** -1, ntis=1.36), wavelength=0.473 * umetre, direction=array([0., 0., 1.]), max_value=None, max_value_viz=None), Light(name='amber fibers', save_history=True, value=array([0., 0., 0., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=100. * metre ** -1, S=5896. * metre ** -1, ntis=1.36), wavelength=0.59 * umetre, direction=array([0., 0., 1.]), max_value=None, max_value_viz=None), BansalFourStateOpsin(name='vf-Chrimson', save_history=True, on_pre='', spectrum=[(470.0, 0.4123404255319149), (490.0, 0.593265306122449), (510.0, 0.7935294117647058), (530.0, 0.8066037735849055), (550.0, 0.8912727272727272), (570.0, 1.0), (590.0, 0.9661016949152542), (610.0, 0.7475409836065574), (630.0, 0.4342857142857143), (940.0, 7.625137185362367e-07), (980.0, 1.0970860644245853e-06), (1020.0, 1.4674211526847874e-06), (1060.0, 1.4915987002443027e-06), (1100.0, 1.6481713638093412e-06), (1140.0, 1.8492334763262702e-06), (1180.0, 1.7865475957728372e-06), (1220.0, 1.3823778118111134e-06), (1260.0, 8.030956811474087e-07)], extrapolate=False, required_vars=[('Iopto', amp), ('v', volt)], Gd1=0.37 * khertz, Gd2=175. * hertz, Gr0=0.667 * mhertz, g0=17.5 * nsiemens, phim=1.5e+22 * (second ** -1) / (meter ** 2), k1=3. * khertz, k2=200. * hertz, Gf0=20. * hertz, Gb0=3.2 * hertz, kf=10. * hertz, kb=10. * hertz, gamma=0.05, p=1, q=1, E=0. * volt, model='\\n dC1/dt = Gd1*O1 + Gr0*C2 - Ga1*C1 : 1 (clock-driven)\\n dO1/dt = Ga1*C1 + Gb*O2 - (Gd1+Gf)*O1 : 1 (clock-driven)\\n dO2/dt = Ga2*C2 + Gf*O1 - (Gd2+Gb)*O2 : 1 (clock-driven)\\n C2 = 1 - C1 - O1 - O2 : 1\\n\\n Theta = int(phi_pre > 0*phi_pre) : 1\\n Hp = Theta * phi_pre**p/(phi_pre**p + phim**p) : 1\\n Ga1 = k1*Hp : hertz\\n Ga2 = k2*Hp : hertz\\n Hq = Theta * phi_pre**q/(phi_pre**q + phim**q) : 1\\n Gf = kf*Hq + Gf0 : hertz\\n Gb = kb*Hq + Gb0 : hertz\\n\\n fphi = O1 + gamma*O2 : 1\\n\\n IOPTO_VAR_NAME_post = -g0*fphi*(V_VAR_NAME_post-E)*rho_rel : ampere (summed)\\n rho_rel : 1')})" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from cleo.ioproc import LatencyIOProcessor\n", "\n", "\n", "class OpenLoopOpto(LatencyIOProcessor):\n", " def __init__(self):\n", " super().__init__(sample_period=1 * ms)\n", "\n", " # since this is open-loop, we don't use state_dict\n", " def process(self, state_dict, t_samp):\n", " amplitude = 1 * mwatt / mm2\n", " time_offsets = np.array([0, -20, -40, -60])\n", " t = t_samp / ms + time_offsets\n", " amber = ((t >= 20) & (t < 40)) * amplitude\n", " blue = ((t >= 60) & (t < 63)) * amplitude\n", "\n", " # return output dict and time\n", " return ({\"amber fibers\": amber, \"blue fibers\": blue}, t_samp)\n", "\n", "\n", "sim.set_io_processor(OpenLoopOpto())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Run simulation and plot results" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'neurongroup', using method 'euler' (took 0.07s, trying other methods took 0.00s). [brian2.stateupdaters.base.method_choice]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'syn_GtACR2_neurongroup', using method 'euler' (took 0.04s, trying other methods took 0.26s). [brian2.stateupdaters.base.method_choice]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'syn_vf_Chrimson_neurongroup', using method 'euler' (took 0.02s, trying other methods took 0.03s). [brian2.stateupdaters.base.method_choice]\n" ] } ], "source": [ "sim.reset()\n", "sim.run(200 * ms)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The {attr}`~cleo.light.Light.irradiance` attribute lets you access the light device's previously set values with units of mW/mm², while {attr}`~cleo.light.Light.irradiance_` strips the units." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[[],\n", " Text(0, 0.5, 'intensity per channel'),\n", " Text(0.5, 1.0, 'photostimulation'),\n", " Text(0.5, 0, 'time (ms)')]" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(2, 1, sharex=True)\n", "\n", "ax1.plot(spike_mon.t / ms, spike_mon.i[:], \",\")\n", "ax1.set(ylabel=\"neuron index\", title=\"spiking\")\n", "\n", "ax2.step(\n", " blue_fibers.t / ms,\n", " blue_fibers.irradiance_ + np.arange(n_fibers) * 1.3 + 0.1,\n", " c=c[\"473nm\"],\n", " where=\"post\",\n", ")\n", "ax2.step(\n", " amber_fibers.t / ms,\n", " amber_fibers.irradiance_ + np.arange(n_fibers) * 1.3,\n", " c=c[\"590nm\"],\n", " where=\"post\",\n", ")\n", "ax2.set(\n", " yticks=[],\n", " ylabel=\"intensity per channel\",\n", " title=\"photostimulation\",\n", " xlabel=\"time (ms)\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, Vf-Chrimson has fast dynamics, enabling high-frequency control.\n", "GtACR2, on the other hand, continues acting long after the light is removed due to its slow deactivation kinetics.\n", "We can confirm this by plotting the current from each of the opsins in the first segment of neurons:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Text(0.5, 1.0, 'GtACR2 current'), Text(0, 0.5, '$I_{inh}$ (nA)')]" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(2, 1, sharex=True)\n", "ax1.plot(Imon.t / ms, Imon.I_exc.T / nA, lw=0.2, c=c[\"590nm\"])\n", "ax1.set(title=\"Vf-Chrimson current\", ylabel=\"$I_{exc}$ (nA)\")\n", "ax2.plot(Imon.t / ms, Imon.I_inh.T / nA, lw=0.2, c=c[\"473nm\"])\n", "ax2.plot(Imon.t / ms, Imon.I_enphr.T / nA, lw=0.2, c=c[\"590nm\"])\n", "ax2.set(title=\"GtACR2 current\", ylabel=\"$I_{inh}$ (nA)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also confirm that blue light has a non-negligible effect on Vf-Chrimson." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "As a recap, in this tutorial we've seen how to:\n", "* configure a multi-channel {class}`~cleo.light.Light` device,\n", "* use more than one of them simultaneously, and\n", "* inject multiple opsins of overlapping action spectra into the same network." ] } ], "metadata": { "kernelspec": { "display_name": "python3", "language": "python", "name": "python3" } }, "nbformat": 4, "nbformat_minor": 2 }