{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "**NOTE:**\n", "\n", "Deleted old cells from previously copied notebook HCN_analysis.ipynb" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Imports" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-05-02T02:49:22.898021Z", "start_time": "2021-05-02T02:49:12.057586Z" } }, "outputs": [], "source": [ "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import pandas as pd\n", "import numpy as np\n", "from scipy import stats\n", "\n", "plt.rcParams['axes.spines.right'] = False\n", "plt.rcParams['axes.spines.top'] = False\n", "plt.rcParams['font.sans-serif'] = \"Arial\"\n", "plt.rcParams['font.family'] = \"sans-serif\"\n", "plt.rcParams['pdf.fonttype'] = 42\n", "plt.rcParams['ps.fonttype'] = 42\n", "\n", "tick_major = 6\n", "tick_minor = 4\n", "plt.rcParams[\"xtick.major.size\"] = tick_major\n", "plt.rcParams[\"xtick.minor.size\"] = tick_minor\n", "plt.rcParams[\"ytick.major.size\"] = tick_major\n", "plt.rcParams[\"ytick.minor.size\"] = tick_minor\n", "\n", "font_small = 12\n", "font_medium = 13\n", "font_large = 14\n", "plt.rc('font', size=font_small) # controls default text sizes\n", "plt.rc('axes', titlesize=font_medium) # fontsize of the axes title\n", "plt.rc('axes', labelsize=font_medium) # fontsize of the x and y labels\n", "plt.rc('xtick', labelsize=font_small) # fontsize of the tick labels\n", "plt.rc('ytick', labelsize=font_small) # fontsize of the tick labels\n", "plt.rc('legend', fontsize=font_small) # legend fontsize\n", "plt.rc('figure', titlesize=font_large) # fontsize of the figure title\n", "\n", "import matplotlib.colors as clr" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Model Controls" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading the Model" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-05-02T02:40:38.619248Z", "start_time": "2021-05-02T02:40:30.161499Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\t1 \n", "\t1 \n", "Setting temperature to 34.000000 C\n", "Setting simulation time step to 0.100000 ms\n", "\t1 \n", "\t1 \n", "\t1 \n", "\t1 \n", "\t1 \n", "\t1 \n", "\t1 \n", "\t1 \n", "\t1 \n", "\t1 \n", "\t1 \n", "\t1 \n", "\t1 \n", "**********************\n", "cADpyr232_L5_TTPC1_0fb1ca4724[0].soma[0]\n", "1 \n", "1 \n", "1 \n", "\t1 \n", "\t1 \n", "\t1 \n" ] }, { "data": { "text/plain": [ "1.0" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from neuron import h\n", "h.load_file(\"runModel.hoc\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Initialize Model Params" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-05-02T03:22:53.581851Z", "start_time": "2021-05-02T03:22:53.571750Z" }, "code_folding": [] }, "outputs": [], "source": [ "def init_settings(nav12=1,\n", " nav16=1,\n", " dend_nav12=1, \n", " soma_nav12=1, \n", " ais_nav12=1, \n", " dend_nav16=1, \n", " soma_nav16=1,\n", " ais_nav16=1, \n", " axon_Kp=1,\n", " axon_Kt =1,\n", " axon_K=1,\n", " soma_K=1,\n", " dend_K=1,\n", " gpas_all=1,\n", " hcn=1):\n", " \n", " # create default model parameters to avoid loading the model\n", " \n", " h.dend_na12 = 0.026145/2 \n", " h.dend_na16 = h.dend_na12 \n", " h.dend_k = 0.004226 * soma_K\n", "\n", "\n", " h.soma_na12 = 0.983955/10 \n", " h.soma_na16 = h.soma_na12 \n", " h.soma_K = 0.303472 * soma_K\n", "\n", " h.ais_na16 = 4 \n", " h.ais_na12 = 4 \n", " h.ais_ca = 0.000990\n", " h.ais_KCa = 0.007104\n", "\n", " h.node_na = 2\n", "\n", " h.axon_KP = 0.973538 * axon_Kp\n", " h.axon_KT = 0.089259 * axon_Kt\n", " h.axon_K = 1.021945 * axon_K\n", "\n", " h.cell.axon[0].gCa_LVAstbar_Ca_LVAst = 0.001376286159287454\n", " \n", " #h.soma_na12 = h.soma_na12/2\n", " h.naked_axon_na = h.soma_na16/5\n", " h.navshift = -10\n", " h.myelin_na = h.naked_axon_na\n", " h.myelin_K = 0.303472\n", " h.myelin_scale = 10\n", " h.gpas_all = 3e-5 * gpas_all\n", " h.cm_all = 1\n", " \n", " \n", " h.dend_na12 = h.dend_na12 * nav12 * dend_nav12\n", " h.soma_na12 = h.soma_na12 * nav12 * soma_nav12\n", " h.ais_na12 = h.ais_na12 * nav12 * ais_nav12\n", " \n", " h.dend_na16 = h.dend_na16 * nav16 * dend_nav16\n", " h.soma_na16 = h.soma_na16 * nav16 * soma_nav16\n", " h.ais_na16 = h.ais_na16 * nav16 * ais_nav16\n", " \n", " h.hcn = hcn\n", " \n", " h.working()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Initialize Stimulation Params" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2021-05-02T02:48:59.026404Z", "start_time": "2021-05-02T02:48:59.022102Z" }, "code_folding": [ 0 ] }, "outputs": [], "source": [ "def init_stim(sweep_len = 800, stim_start = 100, stim_dur = 500, amp = 0.5, dt = 0.01):\n", " # updates the stimulation params used by the model\n", " # time values are in ms\n", " # amp values are in nA\n", " \n", " h(\"st.del = \" + str(stim_start))\n", " h(\"st.dur = \" + str(stim_dur))\n", " h(\"st.amp = \" + str(amp))\n", " h.tstop = sweep_len\n", " h.dt = dt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run the model" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2021-05-02T02:49:00.722086Z", "start_time": "2021-05-02T02:49:00.715276Z" }, "code_folding": [ 0 ] }, "outputs": [], "source": [ "def run_model(start_Vm = -72):\n", "\n", " h.finitialize(start_Vm)\n", " timesteps = int(h.tstop/h.dt)\n", " \n", " Vm = np.zeros(timesteps)\n", " I = {}\n", " I['Na'] = np.zeros(timesteps)\n", " I['Ca'] = np.zeros(timesteps)\n", " I['K'] = np.zeros(timesteps)\n", " t = np.zeros(timesteps)\n", " \n", " for i in range(timesteps):\n", " Vm[i] = h.cell.soma[0].v\n", " I['Na'][i] = h.cell.soma[0](0.5).ina\n", " I['Ca'][i] = h.cell.soma[0](0.5).ica\n", " I['K'][i] = h.cell.soma[0](0.5).ik\n", " t[i] = i*h.dt / 1000\n", " h.fadvance()\n", " \n", " return Vm, I, t" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2500 5000\n", "-76.83591653122456 -82.09473537606753\n", "105.17637689685955\n" ] }, { "data": { "image/png": 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"text/plain": [ "<Figure size 1440x360 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "p = 0.3\n", "init_settings(hcn=p)\n", "init_stim(stim_start=500, stim_dur=500, sweep_len=1500, dt=0.2, amp=-0.05)\n", "Vm, I, t = run_model()\n", "start = int(0.5/0.2e-3)\n", "end = int(1/0.2e-3)\n", "print(start, end)\n", "print(Vm[start], Vm[end])\n", "print((Vm[end]-Vm[start])/-0.05)\n", "plt.figure(figsize=(20, 5))\n", "plt.plot(t, Vm, label=np.round(p, 2))\n", "plt.legend()\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1. 0.8 0.6 0.4 0.2 0. ]\n" ] } ], "source": [ "step_amp = -0.05\n", "percentages = np.round(np.arange(1, -0.1, -0.2), 1)\n", "print(percentages)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "plot_resting_path = './n50pA/'\n", "if os.path.isdir(plot_resting_path) is False:\n", " os.mkdir(plot_resting_path)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(nav12=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.title('Nav1.2')\n", "plt.savefig(plot_resting_path+'Nav12.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(nav16=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('Nav1.6')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'Nav16.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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SJEmS1GD4iJy0AY/89iq++fhLtvjR1px47e+SjqMK2LzLlnzx/96HoUknkSRJkqSGwRFM0jqsLCzkzgGn890nMzlkxNmWS3XI0RdfTklxCcVFRUlHkSRJkqQGwYJJWoupL7/I2EHDyUplMez+MXTp2SvpSNoIeU2akMrOYdKN1ycdRZIkSZIaBB+Rk9Yw8arLmTftazrutiNHnudcS3VV1wN257MX3kg6hiRJkiQ1CI5gkjKKi4oYPfB05v97Doddcb7lUh13wKmDScc0n3/0ftJRJEmSJKnes2CSgDlfzmDMgDOIMTLs/jF06r5T0pFUBRpv1pgXbx2ddAxJkiRJqvcsmNTgvfLYQ/xpxLW06NiKM++7m5zc3KQjqYoceuH5rChYkXQMSZIkSar3LJjUoD14xQimTnqBHx+6F6fccFPScVTF2nXuQiqV4ombb0g6iiRJkiTVa07yrQZrzOAhFC0r4YirL2KbHbonHUfVpNPeOzPjpXeTjiFJUo1YVlDAkvnfsXTRQpYtWsjyggJWLF3KysJlFBUWUrxiJcUriygtyryKS0mXlBBL08TSSIxlL9KRmIZIGtIQY9n5Y3rVm8wv8fvLRIiZhVWb/icCodzO39+ytvV1TyCsZd2q/41AWHOHACEGYuCHx4Zyv5Q/sPzbrO+dPbNbgKxyVw6REELZOUK5861aDoGQFVbvk5XKglC2HFJZ/9ueFQipFFlZWYSsFFmp//2alZ0iK1X2SuXklL3PziIrlU0qJ5dUTjapVDY5eXmEVDY5OTnkNsojKyePnJwc8ho3IpWTR05uLnmN88nNa0RWdrZPF0h1iAWTGpwVhYXcffrZhCwYes8o8po0STqSqlHf04dz6z8G8tHrL9N9z72TjiNJakCKi4pYNPdb5nz+H+bP/pql8+ZRuGgxRUsLKVlZTElRMeni/5U76dJYVtCkY6acyRQ+lL2vmLC6VFhVNKzqJULgf4XCqrIgi7ICISsQsrIyxUEgK5UqKxWyM2VCKpCVnU1WKpus7BSp7GxSOTllpUFuLtm52eTkNiaVl0NeXmOycnNp3KQJ2Y0ak0qlSGXnkMpOkUplkZWVQyo3h1QqRVYqh1R2Ntm5eWSnUnWyUCguKgIgXVJCSWkpJUUrKV65nOKiIkqLV1K0spjSkmKKi4uJxSspLY0UFxWRLi37/7+kpJjS0hJKi0tIl5QVful0CenSUtIladKlmfeladKlaWK6tOzPSLqUdObXmE5n1sXM+3TZn510hHSaGCHGsqaw7M9X5s/aqjIxpoklmT9l6TSQKQhX/flbte/qP4ZlBST/W/zf+rjmukz1Va58XH3+7+/B96vG2lQ4rrs4hDVLw7J9f1AYrq0s/EFRmDl+9b0ay86WKQHLF4Kr3mdlhf+VgZn7d63lYCrrf/d4KpusrFBWDmZnCsK1lIOp7Lyy+z0nm5ycPFI52YRUNnmNGpOdk7Ic1A9YMKlBmTXj30y64gbymucydOyYpOOohjTfqgWv3vWgBZMkqUIKFi5g5rSPmDPjcxbNmUPhwkVlpdCKYkqLSoklcXUJVFYARdb1l+Gyv2quGh1CprwJmcImRSo3m1RuDtl5OeQ0bkxuk8Y0at6MJpttRrNWrWnZdku22LoDzVq2qtHfA1Xc6r9E5+aSB0CzBNOoqhUXFZW9Vq6gaOVySoqKKFq5gtKiIopWFlFatJzi4hKKi1aSLiqhpLSE0uIiSotKKC0tzhSJaUpLSkiXllBaUkq6tJSYLqW0pLSsYE6nSadXvY/lSsR02UjCdLpcQZhZlxltmC7NjDIsawFZ9cu6ysHvFYVrlHzrKgfXMhyx3Krvb6sr5eDaRxRuoBwM5RfKbc5aYwThWsrBkBUY0gD+/mnBpAbjnRee4Y3xj9GqU1tO/t3vk46jGvSra37L3UPOYllBAfnN/KFPkhqKOV/O4PP33+O7zz9n6XfzWbFkGSUrikgXRdLpspEbadJrOTIQCJl/4Q+E7EAqN0V2oxyabN6cxpu1oEnLzWi55Va07tCRLbfpZAEk1VM5ubllJWLTpklH0UYqLiqitKSYlcuXry4HS4pWUrRiOcVFJaSLV1K0ckXZ6MKSUoqLVlBaUkppcQmlJeXKwdISSouLM6MIS1e/YmY5xnRZObjq18wowf+9X9v3mfrJgkkNwjOjb2XGK++x/d67cMgZ5yQdRzUsv1kzcvJy+NNVv2HgyD8mHUeStInmfzuHT954lW+mTWfpd/NYWbCc0pWlZY+XpWPZfEHlBAIhZJGVCmRlB1KNcmjSqjn5W7Si5dZbs1WXH7FNt5/4jw+SVA+tKgcbNclPOkqDYcGkeu/ha67gu09nssegY+l9QN+k4yghe51+En8fdV/SMSRJa/HlZx/xyWuvMP/zr1i+sICSFcWki39YGoXMo2ZZqSxSuSlymzUif9tWbL5NB7bt3oNtduzhnB+SJCUkxLU8T1nX9erVK06ZMiXpGKoFxp9/HkvmLOSwy8+jU/edko6jhN1+4ml06N2NI359UdJRJKnB+Oqzj/j4tVeYN+PLsvJoeUnZxMWxfHGURVZWIJWbRU5+Lo1btWDzbTrQeZfebGtpJElSbfLDaa0yHMGkemvs0DNYuWQlJ978W1q365B0HNUCP9p/V6ZNfjvpGJJUr3w780veff5Zvps2gxULl1KyopR0Or3606LKl0e5TfNouc1WdPjJT+ix9wE+miZJUj1iwaR6p7ioiLuGnEm6OM2Qe0b5zK1WO3DgGUyb/BavP/0Ye/brn3QcSaozPnr9ZT566WWWzPyG4sLMCKTMo2tlk2FnkWqURePNmtKma2d+2udgttq2c8KpJUlSTbJgUr2ysrCQu04/m5AKDB0/xiH1+oEturXnX489b8EkSWuY8+UM3vnLU8z99xesWLyC0uL06vmPAlmkcrLIa96Itj/pwI57/YIuO+/u91lJkrSaBZPqjZWFhYw7/SxyGmVzxj3jko6jWuqYEb/hzlOGMOOD9+jcY+ek40hSjZvxwXtM+cufWfTVNxQvK6Y0XQpkRiKlssjJz6HV9lvRba+9+PEev7REkiRJFWLBpHphZWEh4wafTW5+DkPvGpt0HNViObm5NG3TjBduGc2Z4+9KOo4kVZvZM6bzzyceY/6MmRQtLaK0NA3E1aORGm3WmA69f8IvjjmeZi1bJR1XkiTVcRZMqvPKyqWzyG2aw9BxlkvasOOu/x13DzmLxfPn0WLz1knHkaRKe/fvL/DR5BdZ9u0iSlaWEmMkhEAqO0Vu8zw67vZj9jz6V2zern3SUSVJUj1lwaQ67X/lUi5Dx41JOo7qiPxmzchrksejV1zJkNF3Jh1HkiqsuKiI/zfpET5/8x1WLFhOSUkpxEgIWeQ0StG8Q2t6HXEkO+yyW9JRJUlSA2PBpDprWUEB9w49l9xmuQwda7mkjXP4ZRfx2OXXsbKwkLwmTZKOI0lrNfXlF5n6l+dY9l3B6jIpK5VFbpMc2nTflp8fe7yf1iZJkmoFCybVSavKpbxmuQyxXNImaNe5C9l5OUy8/FJOu+XWpONIEnO+nMErD0xg4eezKV5RSozpspFJjbPZolsH9h1wGq3bdUg6piRJ0lpZMKnOWV0uNc9jyJjRScdRHXbgeWfw7A2jKC4q8lOSJNW4qS+/yHtPPUPh3KWUlpZCCGTnpGi6ZQt6H3E4O+7xy6QjSpIkVZgFk+qUZQUF3DPkXBptlseQ0ZZLqpzte/YiOyebR666nJP/7w9Jx5FUjxUXFfHqYw8x49U3WVlQRDpdNjopNz+bbfb4CX0GDvFxXUmSVKdZMKnOKFiyiPFDz6fRZo2cmFlV5hdDTuSlO+9POoakeqa4qIh/PDSeL/7fuxQtKyHGNKmsFLmb5bHTMQew11HHJx1RkiSpSoUYY9IZqlyvXr3ilClTko6hKlSwcAHjz7yQRi0bMeROyyVVrVEnDqL1Du057jfXJB1FUh32z79M4sNn/8aKxSuJMU1WKkWT1k342fH92XH3vZKOJ0mSVBXCujY4gkm1XsHCBdx35oU0btWY0++4I+k4qod6HX8Yb098OukYkuqYT95+g38++DDL5xVSGkvICikatWjEbicdzm6HHJF0PEmSpBrlCCbVaqtGLjVp1ZjBlkuqRrefeBrte3XlyPMuSTqKpFpqZWEhz9zxR7758HNKiksIBHLzc9n+l7vyy2NP9sMCJElSQ+AIJtU9i+fP4/6zLqLJ5vkMHjUq6Tiq537cdy8+eubVpGNIqmU+ev1l/vnQYyxfsJxIKalUNi07teXQc8+nxeatk44nSZJUa1gwqVYqK5cupknrfAbfbrmk6rfviQP4+NlXeWb0rRw67Nyk40hKSHFREc+NuY2vp3xGSVEJIQTymuex6wmHsfthRyYdT5IkqdayYFKts6pcyt+iCYNus1xSzdnhwD349Pk3YFjSSSTVpIKFC/jzLTexcMa3lJaWkEpls1mnLTjs1xc6SkmSJKmCLJhUqyz49hse/PWl5LdpyqBbb086jhqYA04dzGcvvMFf7riFw4afl3QcSdXo6+mf8MKoMSz7bikxpsnOzabDbt3oe8Y5zqUkSZK0CSyYVGuUlUuXkd+mGYNuvS3pOGqguvXdk0+efR2GJ51EUlX7/KP3+dudY1mxcDmRSG6THHr2P4C9jjo+6WiSJEl1np8ip1ph1cilpm2bc9ofb006jhq42084jY67/5h+51yQdBRJlfTVZx8x+fbRLF9QSAQaNctjz1OPo/ueeycdTZIkqS7yU+RUe837ZhYPnXcFTbdszmm3WC4peTseshcfP/MqnJN0Ekmb4uvpn/D8bXdSOG8ZkUhe0zz2PvMUevxin6SjSZIk1VuOYFKi5s2eyUMXXEmzrTZj4Mhbko4jrXb7CYPosGtXjvj1xUlHkVQBBQsXMOn661gyaxGRNHn5ufQ+/mh22e/ApKNJkiTVJ7VvBFMI4RTg/HKrWgDtM68lwB3ArpSFfwsYHmNcXtM5VX1Wl0vtNmPgzZZLql26H7Y3H/75paRjSFqP4qIi/nzrTcyZOoPS0hJyGuXQ+4RD+dlhRyUdTZIkqcGpFSOYQgg5wKvAfTHGsSGE64COwADKCqYHgekxxisrcj5HMNV+3878kkcvvobm7TZjgOWSaqnbTxhE+95dOPK8EUlHkVTOq088zEdP/53ilcWkUtls3etHHDr8PD/9TZIkqfrVvhFMa7gE+C7GODaz/CrwZYwxDRBC+Bfw46TCqWqtLpe2bsmAm0YmHUdap5/025sPnvpH0jEkAXO+nMFfbryZ5YsKCWTRomMrjhpxGc1atko6miRJkqiBEUwhhL7An9ey6bQY44QQQmtgOrBLjPHztRy/DfBPYEiM8ZmKXLO+jGB68f67WTh7Nr+6tEIDt+qEOV/O4E+XXkeL9i0Z8AfLJdV+t58wiK16duKYiy9POorUID15y418PeXfpEtLadQsj/3PHkrnHjsnHUuSJKmhSm4EU4zxuQ1cZwjw9DrKpV2AJ4FRayuXQghDMsd/T8eOHTc9cC2SnZvLtx9+mXSMKjN7xnQeu+J6Wm7TmlNuuCnpOFKF7HzsQUx55LmkY0gNyvSpU/j7qHGsXLqSVCqbjrt1o985FyYdS5IkSeuR+BxMIYT3gXNijK+ssf444E7grBjjQxtzzvoyggng1uNO5dxH7k86RqV99dlHPHXNTbTq1JaTr78x6TjSRhl14iA267QFJ/32hqSjSPVWcVERk268nrmfziQd0zRplc/hIy6ibYdtk44mSZKk/6mdczCFEFoC2wNvrLH+MOA2oE+MsX40RZsoKyvFSw9PYJ/jT0k6yiab8cF7PPO729hih6054errk44jbbS9zjiJl+64n+KiIicRlqrY7BnT+csNN7GiYAWp7Gy69d2T/U8alHQsSZIkbaSkJ/neHpgTYyxeY/1NlLVid4ewuhx7PcY4vCbD1QbNtt6MT194rc4WTJ+9+xYv/GE0bX+8Dcf95pqk40ibpMcv9uG1uybywCUXcdottyYdR6oXXrz/bqZN/ielpaU0btGI4/5wjaOVJEmS6rBEC6YY4zuUlUxrru+aQJxa6ejLruDeYefVyZETn7z5Ki/+8R622qlzvZqoXA3TwRefzV+uG8myggLymzVLOo5UJy0rKOBPV19JwexFhBBo+5Nt/f4gSZJUTyQ9gkkb0KxlK7Jzc5h4+Yg69alrbz37FG8+8CTte+3A0RdemnQcqdI6dd+J3Ma5TLz4EoaMvjPpOFKd8vlH7/PCzaMoWlFETl4ue595Cj1+sU/SsSRJklSFLJjqgH3OOo0XR46rM6OYXrz/bj7562vscODPOHDgGUnHkarMUddeziMXXcWCb7+hVdstk44j1XqvPfko70+aTGlJKU23aMpJI2+kWctWSceSJElSNUj8U+SqQ336FLlV7jh5MPltmzPgpto9iunJW27kv299Qq/jD2XPfv2TjiNVubFDzyCWpDnjnnFJR5FqrUl/+B2z3vsPEGmzY0fn4JMkSao/auenyKniDr6kbP6XebNn0rpdh6TjrNXEqy5j3rTZ7Hf2QLrvuXfScaRqccINv+PeM8/j6+mf0L7LjknHkWqNlYWFPHTF5SyZs5BUVoodD/HT4CRJkhoSC6Y6olP3nchv3ZRHR1zD8Al3Jx3nB+4aPpzlCwo54uoL2WaH7knHkapNs5ataNq6GX++fiRn3lf77kWppi2eP49HL7uC5YuXk9MohwPOG8KOu+6RdCxJkiTVMB+Rq0OKi4oYfepQOu3Vk0OHnZt0HKAs07jBZ5IujQwY9Qfn1lCDUFxUxJ2nnO5oPTVoc76cwdO/vZGVhSvJy8/jyKsuo22HbZOOJUmSpOrlI3L1QU5uLrud1I83H3iSef2Sf1Ru3uyZPHTBVeQ0yWb4BOejUcORk5vL5l225uU7H7BgUoMz44P3eGHkaIpXFNG4ZT6n3XSD/7ggSZIkRzDVRfeedy7LvlvK2RPvSSzDa08+ynuP/pUWW7dkwM23JJZDStJtxw9kx0N/wf4nnpZ0FKnaffDaS7w2biIlxcU027IFJ/7uBvKaNEk6liRJkmrWOkcwWTDVUXecPJhUXhZn3F3zI4cmjLiIhV9+R7eD96DPqUNr/PpSbfHsmNuZ8cq/OOfhe5OOIlWbj15/mVdGP0BJaSktt9mC46+9npzc3KRjSZIkKRkWTPXNysJCxg46i+btWtTYCKKChQuYcO7FpEvSHP3bS2nXuUuNXFeqzW4/YRBtf7INv7r0yqSjSFXqk7ff4KXb76WkuIRWndpw3NXXWSxJkiTJOZjqm7wmTTjh5mt46IIrmTDiIk654Q/Ver3n7xnNtBffovFmjRl4263+JUPK2H3Akbwx/nGKi4q8L1QvTJ86hckjx1BSVMJm27TmhN/+zj/bkiRJ2iBHMNVxc76cwWOXXkeTzZsweNQdVX7+xfPnMfHCSyleUcLOvzqIXxx5bJVfQ6rr7jhlMI03z+e0W25NOoq0yWZ88B7P33QnJUXFtGi/OSf+7gaLJUmSJK3JR+Tqs4KFC7h/+EWEVOCU235fZZ/m88Dll7Bgxjc0atGYAbeMdDJXaR2+nv4Jk668kQGjbqbF5q2TjiNtlG9nfsmkK6+neHkRzdu15KQbfm+xJEmSpHWpXMEUQsgC9gV+CbQHSoGvgb8Br8da1lI1tIJplbuGnUnhwkK22f3HHPHrizb5PA9dfTlzp80ilZXiwIuG0aVnrypMKdVPY08fSkzDGfeMTTqKVCHLCgqYeOFFLF+8nCYt8znl5pv8hwRJkiRtyKYXTCGEQcDlwFLgXWAOZXM3bQXsBqSA62KM46sqbWU11IIJ4PWnH+PdR/5KCLDtnj/hsOHnVei4rz77iOdvGcWKxStIpVLsduqR9O5zaDWnleqPZQUF3H36WRx6xXl07t4z6TjSOhUXFfHgpZewZNYCcvPzOPZ319Kq7ZZJx5IkSVLdsGkFUwjhOeBTYFyMcdo69ukODAO2jzEeWMmgVaIhF0yrPDP6Vr547QPS6VKyc7LJb9OMdj12oN32XVleWMjC2TOZ/dE0CucWULyyBIBGzfM45MJzaN9lx4TTS3XTfRdewLJvFzH8gXuSjiKt1SO/vYpvP/mK7OxsDr7kbDp13ynpSJIkSapbNrlg2i7G+EWFrhBCpxjj55sQrspZMP1PwcIFPHP7LSz66htKV6RJpyMhQAiBVKMUzbZqyd6nnmqpJFWB4qIi7jx1KD2O2Jd9jj056TjSai+MH8O0yW+TlRXYbcDR9D6gb9KRJEmSVDdtcsF0DzA6xlin2hoLJklJeXbMbcx4ZSrnPHxv0lEkPnn7Df5x6z2k05FuB+3BAacOTjqSJEmS6rZ1FkxZGzgwB3g5hPBuCGFwCMHZPyVpPQ454xyysgITr7os6ShqwBbPn8foQUN4ceRYNuu0Bec8fK/lkiRJkqpV9vo2xhhPCSEMB44HBgM3hRAmAmNijB/WREBJqmv2PftUXvzjPSwrKCC/WbOk46gBKS0p4YERF7F41gIaNW/M4LtG+WdQkiRJNWKDnyL3vZ1D2BEYBJwE/Ieyx+cerKZsm8xH5CQlbfSg08lKpRg6bkzSUdRA/OXOW/jitQ9IZWdx8CXnOIG3JEmSqsMmPyL3PTHGT2KMFwA/Br4C7q9kMEmql0666UZWLFnOjA/eSzqK6rlp773NqBMH8cVrH9LjqP0Z/sA9lkuSJEmqcet9RK68EEIWcDBwaubXvwOHVVMuSarTmrVsRctt2/DX39/BWQ/ek3Qc1UMrVyzn/l+fz/JFhWy+/ZacdN2NSUeSJElSA7bBR+RCCDtRViqdACwH7gXuiTHOrv54m8ZH5CTVFrcdP5BuB+3pBMuqUk/98fd89dYn5DTK4cSb/o8Wm7dOOpIkSZIahnU+IrfeEUwhhPeBbsBzwGnAX+PGTNokSQ3cDgftzqfPv27BpCrx2btv8beR40inI7ufdAS7HXJE0pEkSZIkYAMjmEIIV1A2WmlOzUWqPEcwSapNRp04iBYdN+fk//t90lFUR61csZz7zj2PFYuXs3mXrTjptzckHUmSJEkN06aNYIoxXgcQQgjAQcA2rDExeIzxzioIKEn11oEXDeO5G25n8fx5PsqkjfbcXXcw/R/vkNMohwF33OyfIUmSJNVKFZ3k+yFgf+ATIF1ufQQsmCRpPbr07EXjzZow8YJLOfO+u5KOozpi3uyZPDriGkqLS/lp/wPZ66jjk44kSZIkrdMGJ/kGCCEsBn4cY/y6+iNVno/ISaptiouKuPPUIex6Uj9+dsiRScdRLffQVZcz999fk9+6GafePJKc3NykI0mSJEmwqY/IlfMlUFIlUSSpAcrJzWWb3bvzzoN/sWDSOn3y9hv8/Y/3QIgceOGZ7LDLbklHkiRJkiqkoiOY9gDGAI8Ai8pvq41zMDmCSVJtNerEQWy2XWtOuu7GpKOoFikuKuK+88+jcN5S2nTrwPFXXZd0JEmSJGltKj2C6UJga8om+i4tt945mCRpIxxwwRCe//2dTvit1d569ineevBpUjkpThx5Ha3bdUg6kiRJkrTRKjqCaSmwbYxxXvVHqjxHMEmqzcYNG0bJ8hIn/G7giouKGH/OuSxftJxOv9iJw4afl3QkSZIkaUPWOYIpq4InmEHFRztJktZj4K23UryymH8+80TSUZSQf/7lCUafOpSS5cWcNnqk5ZIkSZLqvIqWRo8AL4cQJgILKHs0DqidczBJUm2Wk5vLtj/rzpSJz/CzQ49KOo5qUHFREfeefQ4rFi+n8y935tBh5yYdSZIkSaoSFX1E7qV1bIoxxn2rNlLl+YicpLrACb8blteffox3H3mO7LxsTr7lRpq1bJV0JEmSJGljVW6S7xjjPlWXRZIEcOBFw3juxtuZN3umEzvXY/8btbSC7ffemUPOOCfpSJIkSVKVW+8cTCGEiSGEbTZ0khBC5xDCw1UXS5Lqvy49e5G/eTMeHXFN0lFUTT547aXMXEslnDZ6pOWSJEmS6q0NTfJ9G/B0COGZEMKAEMKOIYSWIYTNQwjdQwinhxD+CjwB3Fr9cSWpfjl15EhKi0t5YfyYpKOoit134fm8dOd9tNu5C8Mn3O0jcZIkSarX1vuIXIzxrRDCzkB/YBBwB9Aos7kQ+AcwHngsVmQyJ0nS9+Tk5vKTI/blg6f+zr4nnkZObm7SkVRJs2b8myeuvJFApP91V9Cuc5ekI0mSJEnVrkKTfK/eOYQAbE7Z5N7zqy1VJTnJt6S65s4Bp5PdKJshY0YnHUWV8NgN1zH7/els1nELTr3xpqTjSJIkSVVtnZN8b+gRue+JZebV5nJJkuqiE2/+P5YvKuSD19b1oZ2qzQoWLuCOUwYz5/0Z7HfWQMslSZIkNTgV+hQ5SVL1arF5a7baqTOvjH6AHr/wgzvrkpcem8gHk16k8WaNGXLbnT7mKEmSpAZpo0YwSZKqz68uvRJC4IHLL0k6iironnPO5oNJk9nx4J8zZMxoyyVJkiQ1WBZMklSL9L1kOAs+/4ZvZ36ZdBStx5wvZzDqhEEsn1/IybfeyAGnDk46kiRJkpSoChdMIYRTQwivhxBmhBDahxDuDyE03dQLhxBOCSFMLff6IoRQHEJoG0JoEUJ4PITwUQjhkxCC/5wvqUHo3GNnmrZpzuOXXZd0FK3Ds2Nu408jrqVpuxacNfEeWrXdMulIkiRJUuIqVDBlCp4LgLGUfYpcAdAeGLWpF44xTogx9owx9gR6A98AZ8UYvwV+C3wdY+ye2TYshPCzTb2WJNUlp/zhZkpL0vz59puTjqJyiouKGHv6UP7zynvsfvKRDLhpZNKRJEmSpFqjopN8DwX2jjH+N4Twxxjj4hBCf2BaFeW4BPguxjg2s3wukMq83wrIAxZX0bUkqVbLyc1l91OO4J/3T6LgpAU0a9kq6UgN3vSpU/jrjXeSysli8LjbyW/WLOlIkiRJUq1S0Ufk8oHvMu9D5tdCoHRDB4YQ+oYQStbyOiWzvTVlo6POW3VMLFMSQngQ+Ah4maorsySp1tv14MNp1KIxD5znE8JJe/q2m3juhttp3XUrhk+423JJkiRJWosQY9zwTiE8AJQA5wMzgDbAH4C2McYTKhUghMuAH8UYB6xje1NgEvBmjPGqNbYNAYaseUzHjh13+eqrryoTS5ISV1xUxJ2nDqXr/rty0KBhScdpkMYNPYPlS1bw88HHs8t+ByYdR5IkSUpaWNeGio5gOoeyUmkesBmwDPgJZY+yVdaxwPjyK0IIB4YQ2gHEGJcCDwM7r3lgjHFcjLHXmq8tttiiCmJJUrJycnP56TF9mPa3t1hZWJh0nAbl25lfcvsJp1FcWMLgcbdbLkmSJEkbUKGCKca4MMZ4CNAO2A3oHGPcP8Y4tzIXDyG0BLYH3lhj06+Aq0KZvMzyPypzLUmqi/Y6+njymuRx79m/TjpKg/GPhyfwyEVX0WyrFgx/wEfiJEmSpIqo6CNyp6xjUxFlo5rezIw02riLh9AbeDjGuP0a6zcDxgDdM6ueBK6KMaYrct5evXrFKVOmbGwcSaqVVhYWMmbQmfQ4fF/2OX5d/zlWVRh//nksmb2AHkfuzz7Hnpx0HEmSJKm2WecjchX9FLkhwM+AOcBMYOvM679AYyA3hHBojHHNkUjrFWN8h7IRTGuuXwQctzHnkqT6Kq9JE3Y86Od88OeX+PnRx5GTm5t0pHpnWUEB9w37NekYOeHm69hi6w5JR5IkSZLqlIrOwfQZcEWMsX2M8Wcxxo7AhcALMcYtgcuAkdUVUpIaugNOHUxOo2zuHX5O0lHqnU/efoO7h5xDTtNczp54r+WSJEmStAkqWjD1A36/xrrbgGMy78cB3aoqlCTph069bSQrClbw6hMPJx2l3nhm9K28OHIs7X66PUPGjE46jiRJklRnVbRgWgDst8a6fYGCzPuOwKIqyiRJWov8Zs3Y4cCf8a/HXvBT5arAPeeew4xX/sUeg35F/4svTzqOJEmSVKdVtGC6FHgyhPBECOHWEMKTwBPARSGEbsCb+IicJFW7AwcOJbdJjp8qVwkrCwu54+TBFM5bysm33kDvAw5JOpIkSZJU51WoYIoxPgH8FPgXkAu8A/wkxvg4sBToF2O8tdpSSpJWO+32WykqLOL5e3yka2PN+OA9xg4aTqpRirMn3kurtlsmHUmSJEmqFyr6KXIAXwPj+V8plZP55LhnKPtkOUlSDchr0oSdf3Uw7z36V/Y86liatWyVdKQ6YfL94/j0+ddps0NHjr/qt0nHkSRJkuqVCo1gCiEMAeYBXwFfZF7/xsfiJCkRvzjyWBpv1pgJ516cdJQ64cHfXMqnz7/OLscdYrkkSZIkVYOKzsF0OTAY+BUwAdgWmAT8qXpiSZI2ZOBtt1JanOaJm29IOkqtNnboGSz4zzcccdVF/Lzfr5KOI0mSJNVLFS2YWsYYH6JsMu+dYowzgWHAydWWTJK0Xjm5ufx88LHMfOdT5s32SeU1rSwsZNRJgyleWsygcbexzQ7dk44kSZIk1VsVLZhmhRC2iDHOArYJIeQAi4CW1ZZMkrRBO+93IM223IxHLr466Si1yuwZ0xk76CxyGqc4a+I95DdrlnQkSZIkqV6raMH0OPBSCKEN8DdgImUTfn9cXcEkSRVz2h9vJaYjD/5mRNJRaoW3nn+axy6/npbbtWboXWOTjiNJkiQ1CBUtmK4EbgAKKXs0biGQg4/ISVKtcMhl5zJ/+hw+efPVpKMk6s+338yb9z1Bl/16c/Lvfp90HEmSJKnBqGjBNDzG+GCMcWmMcUGMcWiM8XjKJv2WJCWsU/ed2Gqnzvzt1vsoLipKOk4iHvzNCL54/UN+ecZJ9D19eNJxJEmSpAYlxBjXvqHscbhemcXHgGOAUG6X5sBdMcZaN7FFr1694pQpU5KOIUk17o5TBpPdKJuh48YkHaVG3X3WWRTOX8ZR115E+y47Jh1HkiRJqq/COjesp2BqDLwKtAY6Av9dY5eVwP0xxv+ropBVxoJJUkO1rKCAu4ecTdf9d+OgQcOSjlMjRg8cQsnKEgbccRPNWrZKOo4kSZJUn62zYMpe14YY43KgN0AI4YkY41HVEEySVIXymzVj518dzHuPPseuhx5Jq7ZbJh2p2qwsLOSuIWcTQuCM+8aQk5ubdCRJkiSpwVrvHEwhhCYhhCbASaver/mqoZySpAr6xZHH0nSLZjx0weVJR6k2C779hrGDziK7cTbDH7jbckmSJElK2IYm+V4KFKzxWrrGr5KkWmbQ7aOI6cgDl12cdJQqN3vGdB789aU03bIZZ9w1Nuk4kiRJkthwwbQd0GmN13Zr/CpJqoUOv+p8FnzxLVNffjHpKFVm+tQpPHbF9bTs1IbTbrk16TiSJEmSMtZbMMUYv1r1ApYDBwKDgEOB4sx6SVIttE3X7nTo3Y1Xxz7EysLCpONU2gf/7yWeu+F2tuy+LSdff2PScSRJkiSVs6ERTACEEHYFpgEDgC7AycBnIYQ9qi+aJKmyjjp/BLn5Odxz5jlJR6mUt557mpdG3cc2u3fn2MuvTjqOJEmSpDVUqGACRgLnxxj3iDEeH2PcHfh1Zr0kqRYbdOcoSlameejqujnp90uPPsCbE56g6wG7c8SvL0o6jiRJkqS1qGjB9GPg/jXW3Q/sWLVxJElVLSc3l0MuPYu5076uc/MxvfTwBD548m/sdOT+HDRoWNJxJEmSJK1DRQum2cDP1lj3M2Bm1caRJFWHzj12pkPvHevUfEwvPfoAHzz9d3Y6ug97H3ty0nEkSZIkrUdFC6brgOdCCLeGEM4PIdwGPAP8tvqiSZKq0lHnX0Jufi73DKv98zG9/NhEPnjyb/Q4cn/27n9i0nEkSZIkbcB6C6YQwskhhLwY48PAr4CWQB+gEXBojPGRGsgoSaoig+68ndKi2j0f06tPPMz7kybTo99+7OPIJUmSJKlO2NAIpmuAWSGEm4AvYoynxBgPijEOiTH+vxrIJ0mqQjm5ufS99CzmfvY17/79haTj/MBbzz7Fv/70PN0P24d9jj8l6TiSJEmSKmi9BVOMsRNwHLAV8K8Qwt9DCMeEELJrJJ0kqcp17rEz2+7Zg/9398MULFyQdJzVPnn7Dd584El2OPBn7HfigKTjSJIkSdoIG5yDKcb4txjjiUA74AlgBDAzhHB9CGGb6g4oSap6/c6+gCat8rn/7IuSjgLA7BnTeXHkONrv0pUDB56RdBxJkiRJG6mik3wTY1wcY7wjxtiLsnmYOgEzqi2ZJKlanX7HHRDh7rPOSjTH4vnzePyK39Gqc1uOvuiyRLNIkiRJ2jQVLpgAQggtQwhnAncB+wIjqyWVJKlGnHzbjSybv5RnRt+ayPWLi4qYcPbF5G/RlJOvvzGRDJIkSZIqb4MFUwghFUI4PIQwCZgFHAXcArSPMV5c3QElSdWnxeat2WPgMcx49T2mT51S49e/a8hwUrkpBt12e41fW5IkSVLVWW/BFEL4IzAbGEfZ43A9Yoz7xxgfjTEW10A+SVI1693nUNruuC1/vfEOVhYW1th1x5//a0qLSjl93B01dk1JkiRJ1WNDI5i6A2cDHWKMF8cY/1MDmSRJNey431xDbpMc7j7jnBq53p9vv5klcxZx/E3XkJObWyPXlCRJklR91lswZUYr/cnRSpJU/w0aPYp0SZr7Ljy/Wq/z1Wcf8cUbH/DzwcfTul2Har2WJEmSpJqxUZN8S5Lqr5zcXH5145Us/noBz40bVW3X+fO1I9m885bsst+B1XYNSZIkSTXLgkmStFrbDtvyswFHMf0f7/DR6y9X+fnHDTuTrFQWJ13nJ8ZJkiRJ9YkFkyTpe3Y96HDa79KVv4+6j8Xz51XZeT947SWWL1zGSX+8ocrOKUmSJKl2sGCSJP3A0RddRv7mTZlwziVVds5XRj/AVj0602Lz1lV2TkmSJEm1gwWTJGmtBo8aRVZWYMzgoZU+16O/u5pA4FeXXVkFySRJkiTVNhZMkqR1Gjz2NoqWFfPgFSMqdZ5vP/yKXU/uV0WpJEmSJNU2FkySpHXKa9KEo669kPn/mcOLE+7ZpHP86XfXkJWVxa4HH17F6SRJkiTVFhZMkqT1at9lR3Y+ti+fPPfqJn2y3LcffUW3vr+o+mCSJEmSag0LJknSBv3iyGPp0Lsbfx91H9/O/LLCx3312UekY5r9ThxQbdkkSZIkJc+CSZJUIUddMIIWW7fiTxdfy8rCwgod849xd5PbJKeak0mSJElKmgWTJKnCBtw0kpz8bO4ack6F9l/2bQFb99yhmlNJkiRJSlpiBVMI4ZQQwtRyry9CCMUhhLZr7PdECGFUUjklSd93xt3jgMiY04ducN/S0lIOHDSs+kNJkiRJSlRiBVOMcUKMsWeMsSfQG/gGOCvG+O2qfUIIFwPODCtJtczp426naGkx9190/jr3mTd7JoRAXpMmNZhMkiRJUhJqyyNylwDfxRjHrloRQtgbOAgYk1AmSdI65DVpwrG/v5JFXy/gyZE3rHWft595mlRWbfk2I0mSJKk6VftP/iGEviGEkrW8Tslsbw1cAJxX7ph2wK3AiUBpdWeUJG28th22Zb+zBvDftz/lbxPv+cH2bz/7D9mNshNIJkmSJKmmVftP/jHG5zZwnSHA0zHGzwFCCDnAw8B5McY5IYR1HhhCGJI5/ns6duxYqcySpIrpvufeLPzuW9579DlabNGW3n0OXb1t5eJCGrVsmmA6SZIkqeqk02m+/vprli1blnSUapWfn0/79u3J2sinEWrDPy0fC5T/OKJeQCdgZKZc2hJIhRAaxRgHlz8wxjgOGLfmCXv16hWrL64kqbxfHHksBXPn8ca9j7FZmy3p0rMXAKXFaRq3bJFwOkmSJKlqzJs3jxACXbt23ejypa5Ip9PMmjWLefPm0aZNm406NtHfkRBCS2B74I1V62KM/4wxdig3AfgY4NE1yyVJUu3Rd8hwttqpM8/dOIpvZ34JQCyNbNau7foPlCRJkuqIRYsW0bZt23pbLgFkZWXRtm1bFi9evPHHVkOejbE9MCfGWJxwDklSJf3q0ivZrGNrHr34WgoWLiCdjmy1fdekY0mSJElVorS0lJycnKRjVLucnBxKSko2+rhEC6YY4zsxxu03sM/VMcazaiqTJGnTnXrjTTRu1Zj7hl9IJM123XdKOpIkSZJUZdY3T3R9salfY9IjmCRJ9czpd9xBduMUJel5NGvZKuk4kiRJkmqABZMkqcoNu+cuOu68e9IxJEmSpAYjxsipp57KTTfdtNbtzz77LD169KBr167079+fJUuWVOn1LZgkSdWi/yVXJB1BkiRJahA+/fRT9ttvPx5//PG1bp87dy4DBw5k0qRJTJs2jU6dOjFixIgqzWDBJEmSJEmSVIfdcccdDB48mP79+691++TJk+nduzddunQBYNiwYUycOJEYY5VlyK6yM0mSJEmSJDUQlz7xAd8uWVlt52/bPI//O6pHhfYdNWoUUFYkrc3MmTPp0KHD6uX27duzZMkSCgoKaN68eeXDYsEkSZIkSZK00Spa/tQG6XR6rZ8Ol0qlquwaPiInSZIkSZJUj3Xs2JHZs2evXp41axYtW7YkPz+/yq5hwSRJkiRJklSP9enThzfffJPp06cDMGbMGPr161el17BgkiRJkiRJqmemTJlCz549AWjTpg3jx4/nmGOOoVu3bnz44YfcfPPNVXq9UJUzhtcWvXr1ilOmTEk6hiRJkiRJqic+/fRTunXrlnSMGrGer/WHEzllOIJJkiRJkiRJlWLBJEmSJEmSpEqxYJIkSZIkSVKlWDBJkiRJkiSpUiyYJEmSJEmSVCkWTJIkSZIkSaoUCyZJkiRJkiRVigWTJEmSJElSHfbss8/So0cPunbtSv/+/VmyZMkP9nnyySfp0aMHPXv2ZN9992XGjBlVmsGCSZIkSZIkqY6aO3cuAwcOZNKkSUybNo1OnToxYsSI7+2zfPlyTjrpJJ544gmmTp3KYYcdxjnnnFOlOSyYJEmSJEmS6qjJkyfTu3dvunTpAsCwYcOYOHEiMcbV+5SWlhJjZPHixQAsXbqURo0aVWmO7Co9myRJkiRJkmrMzJkz6dChw+rl9u3bs2TJEgoKCmjevDkATZs2ZcyYMeyxxx5svvnmlJaW8vrrr1dpDgsmSZIkSZKkjfXnc6Dgm+o7f7Mt4fDbNrhbOp0mhPCD9alUavX7Dz/8kGuvvZZPPvmEzp07c9ttt3H00UczderUtR67KSyYJEmSJEmSNlYFyp+a0LFjR956663Vy7NmzaJly5bk5+evXvfCCy+w55570rlzZwCGDx/Oeeedx/z582ndunWV5HAOJkmSJEmSpDqqT58+vPnmm0yfPh2AMWPG0K9fv+/ts/POO/PKK6/w7bffAvDUU0+x3XbbVVm5BI5gkiRJkiRJqrPatGnD+PHjOeaYYygqKqJz585MmDCBKVOmMHjwYKZOncq+++7LRRddxN57701ubi6tWrXi6aefrtIcofys4vVFr1694pQpU5KOIUmSJEmS6olPP/2Ubt26JR2jRqzna13nhE0+IidJkiRJkqRKsWCSJEmSJElSpVgwSZIkSZIkqVIsmCRJkiRJklQpFkySJEmSJEmqFAsmSZIkSZIkVYoFkyRJkiRJkirFgkmSJEmSJKkOe/bZZ+nRowddu3alf//+LFmy5Af7fPjhh+y999789Kc/pVevXrz77rtVmsGCSZIkSZIkqY6aO3cuAwcOZNKkSUybNo1OnToxYsSI7+1TWFhInz59uPjii/nXv/7Fb37zG0488cQqzWHBJEmSJEmSVEdNnjyZ3r1706VLFwCGDRvGxIkTiTF+b5/OnTvTt29fAA4//HD+9Kc/VWkOCyZJkiRJkqQ6aubMmXTo0GH1cvv27VmyZAkFBQWr1/373/9myy23ZNCgQfTq1YsDDjiAkpKSKs2RXaVnkyRJkiRJagCufuNq5i6fW23n36LxFly9x9Ub3C+dThNC+MH6VCq1+n1xcTHPPfccL730ErvtthtPP/00ffv25auvviIvL69K8lowSZIkSZIkbaSKlD81oWPHjrz11lurl2fNmkXLli3Jz89fva5du3Z069aN3XbbDYB+/foxePBgPv/8c7p161YlOXxETpIkSZIkqY7q06cPb775JtOnTwdgzJgx9OvX73v7HHzwwXzxxRerPznu1VdfJYTAdtttV2U5HMEkSZIkSZJUR7Vp04bx48dzzDHHUFRUROfOnZkwYQJTpkxh8ODBTJ06lS233JKnnnqKM888k2XLlpGXl8cTTzxBo0aNqixHKD+reH3Rq1evOGXKlKRjSJIkSZKkeuLTTz+tssfJarv1fK0/nOwpw0fkJEmSJEmSVCkWTJIkSZIkSaoUCyZJkiRJkiRVSmKTfIcQTgHOL7eqBdAeaB9j/DaEMA/4utz2P8QYJ9ZkRkmSJEmSJG1YYgVTjHECMAEghJADvArckCmXugILYow9k8onSZIkSZKkiqktj8hdAnwXYxybWd4DKA0hvBZC+CCEcGUIIZVgPkmSJEmSJK1DtRdMIYS+IYSStbxOyWxvDVwAnFfusGzgb8BBwF7AgcDZ1Z1VkiRJkiRJG6/aH5GLMT63gesMAZ6OMX5e7pi7yu8QQhgJnAP8cY31QzLHf0/Hjh0rkViSJEmSJEkbozY8IncsML78ihDCySGEHuVXAcVrHhhjHBdj7LXma4sttqjmyJIkSZIkSbXDs88+S48ePejatSv9+/dnyZIl69z3qaeeolmzZlWeIdGCKYTQEtgeeGONTd2Ba0MIqRBCY+As4NGazidJkiRJklSbzZ07l4EDBzJp0iSmTZtGp06dGDFixFr3nT59OhdeeCExxirPkfQIpu2BOTHGNUcnXQMsAD4EPqCsgLq7hrNJkiRJkiTVapMnT6Z379506dIFgGHDhjFx4sQflEiFhYWcdNJJjBw5slpyVPscTOsTY3yHspJpzfWFwGk1n0iSJEmSJKnumDlzJh06dFi93L59e5YsWUJBQQHNmzdfvX7o0KEMHTqUHj16rO00lZZowSRJkiRJklQXzfnNlZR89121nT+7TRu2+u21G9wvnU4TQvjB+lQqtfr9nXfeSXZ2NqeddhpffvllVcZczYJJkiRJkiRpI1Wk/KkJHTt25K233lq9PGvWLFq2bEl+fv7qdffddx+FhYX07NmToqIili9fTs+ePXnuuedo165dleSwYJIkSZIkSaqj+vTpwwUXXMD06dPp0qULY8aMoV+/ft/b5+233179/ssvv6R79+5MnTq1SnMkPcm3JEmSJEmSNlGbNm0YP348xxxzDN26dePDDz/k5ptvZsqUKfTs2bPGcjiCSZIkSZIkqQ7r27cvffv2/d66Vq1arXWU0rbbbsvSpUurPIMjmCRJkiRJklQpFkySJEmSJEmqFAsmSZIkSZIkVYoFkyRJkiRJkirFgkmSJEmSJEmVYsEkSZIkSZKkSrFgkiRJkiRJUqVYMEmSJEmSJNVhzz77LD169KBr167079+fJUuW/GCfBx98kJ122omePXuyxx57MGXKlCrNYMEkSZIkSZJUR82dO5eBAwcyadIkpk2bRqdOnRgxYsT39pk2bRoXXXQRzz//PFOnTuWKK67gqKOOqtIcFkySJEmSJEl11OTJk+nduzddunQBYNiwYUycOJEY4+p98vLyuPvuu9lqq60A6NWrF9988w1FRUVVliO7ys4kSZIkSZKkGjVz5kw6dOiwerl9+/YsWbKEgoICmjdvDsC2227LtttuC0CMkfPPP5/DDz+c3NzcKsthwSRJkiRJkrSRXnrwM5YtXllt589vkcc+J+2wwf3S6TQhhB+sT6VSP1i3bNkyBgwYwMyZM3n++eerJOcqFkySJEmSJEkbqSLlT03o2LEjb7311urlWbNm0bJlS/Lz87+333//+18OO+wwunXrxksvvUTjxo2rNIdzMEmSJEmSJNVRffr04c0332T69OkAjBkzhn79+n1vn4KCAvbee2+OOuooHnnkkSovl8CCSZIkSZIkqc5q06YN48eP55hjjqFbt258+OGH3HzzzUyZMoWePXsCMGrUKL766iuefPJJevbsufo1f/78KssRys8qXl/06tUrTpkyJekYkiRJkiSpnvj000/p1q1b0jFqxHq+1h9O9pThCCZJkiRJkiRVigWTJEmSJEmSKsWCSZIkSZIkSZViwSRJkiRJkqRKsWCSJEmSJElSpVgwSZIkSZIkqVIsmCRJkiRJklQpFkySJEmSJEmqFAsmSZIkSZKkOuzZZ5+lR48edO3alf79+7NkyZJN2qcyLJgkSZIkSZLqqLlz5zJw4EAmTZrEtGnT6NSpEyNGjNjofSrLgkmSJEmSJKmOmjx5Mr1796ZLly4ADBs2jIkTJxJj3Kh9Kiu7ys4kSZIkSZLUQEwedzvLFi6otvPnt2xFnyFnb3C/mTNn0qFDh9XL7du3Z8mSJRQUFNC8efMK71NZFkySJEmSJEkbqSLlT01Ip9OEEH6wPpVKbdQ+leUjcpIkSZIkSXVUx44dmT179urlWbNm0bJlS/Lz8zdqn8qyYJIkSZIkSaqj+vTpw5tvvsn06dMBGDNmDP369dvofSrLR+QkSZIkSZLqqDZt2jB+/HiOOeYYioqK6Ny5MxMmTGDKlCkMHjyYqVOnrnOfqhSqcsbw2qJXr15xypQpSceQJEmSJEn1xKeffkq3bt2SjlEj1vO1/nAipwwfkZMkSZIkSVKlWDBJkiRJkiSpUiyYJEmSJEmSVCkWTJIkSZIkSRVQH+exXtOmfo0WTJIkSZIkSRvQqFEj5s+fX69Lphgj8+fPp1GjRht9bHY15JEkSZIkSapX2rdvz9dff83cuXOTjlKtGjVqRPv27Tf6OAsmSZIkSZKkDcjJyWG77bZLOkatldgjciGEU0IIU8u9vgghFIcQ2ma2nxlCeC+E8GkI4cEQQl5SWSVJkiRJkrRuiRVMMcYJMcaeMcaeQG/gG+CsGOO3IYSjgLOB/YEfA42B85LKKkmSJEmSpHWrLY/IXQJ8F2Mcm1k+Bbg5xrgAIIRwBpCbVDhJkiRJkiStW7WPYAoh9A0hlKzldUpme2vgAr4/QulHQJsQwvMhhA+Aq4FF1Z1VkiRJkiRJGy8k/fF6IYTLgB/FGAeUWzcd+BroB6wA7ge+jTH+eo1jhwBD1nLarsC0aopc01oD85IOIdUB3itSxXivSBXjvSJVjPeKVDH15V6ZF2M8aG0basMjcscC56yxbjbwRIxxCUAI4UHgyjUPjDGOA8ZVe8IEhRCmxBh7JZ1Dqu28V6SK8V6RKsZ7RaoY7xWpYhrCvZLYJN8AIYSWwPbAG2tsehz4VQihcQghAEcA79RwPEmSJEmSJFVA0iOYtgfmxBiL11h/J9AKeBdIAe9RNk+TJEmSJEmSaplEC6YY4zuUlUxrri8Frsm8JEmSJEmSVIsl+oicJEmSJEmS6j4LptqvXk9iLlUh7xWpYrxXpIrxXpEqxntFqph6f6+EGGPSGSRJkiRJklSHOYJJkiRJkiRJlWLBJEmSJEmSpEqxYKoFQgiHhBA+CCFMCyE8FkJovin7SPVdRe+DUOb+EMKFNZ1Rqg0q+H3lpBDC+yGEqSGEN0IIvZLIKiWpgvfKWSGEj0MIH4UQng4htEkiq5Skjfm7SAjhiBBCQU3mk2qLCn5fuTmE8N/Mz2BTQwiPJpG1OlgwJSyEsAUwHjg6xtgV+By4YWP3keq7it4HIYRuwN+BY2o2oVQ7VPD7SlfgD8BBMcaewHXAEzUcVUpUBe+VXYALgT1ijN2B6cBvazqrlKSN+btICKELcBMQai6hVDtsxL2yB3BcjLFn5nVsTeasThZMyesDvBNjnJ5ZHg2cGEIIG7mPVN9V9D4YDtwNPFaT4aRapCL3ykpgcIxxTmZ5CrBlCCG3BnNKSdvgvRJjfBfoEmNcHEJoBGwNzK/5qFKiKvQzWAihCfAgcH4N55Nqiw3eKyGEPOCnwMUhhA9DCJNCCB0TyFotLJiS1wGYWW75a6A50Gwj95HquwrdBzHGs2KMD9VkMKmW2eC9EmP8Msb4LJQ9UgqMBP4cYyyqyaBSwir6faU4hHBEZvtelP3rtNSQVPTvImMzrw9qKJdU21TkXmkH/AO4AugBvAk8XV8Gj1gwJS8LiGtZX7qR+0j1nfeBVDEVvldCCPnAn4DtgcHVnEuqbSp8r8QYn4oxtgauBl4IIfgztBqSDd4rIYQzgZIY4701lkqqfTZ4r8QYv4gx9o0xfhRjjJQ9UtoZ2LZmIlYvvzkm77+UtZirbA0sjDEu28h9pPrO+0CqmArdK5nh2G9Q9kPPPjHGRTWWUKodNnivhBC2DyH8vNw+9wLbAC1rJqJUK1Tk+8oAoHcIYSrwHNA4M3lx+eOk+q4i31d6hBBOXuO4ABTXQL5qZ8GUvMnA7pkJ8QDOAJ7ehH2k+s77QKqYDd4rIYRmwMvAEzHG42KMy2s2olQrVOT7ylbAIyGE1pnlE4GPYozOw6SGZIP3Soxx1xhj98wHR/QFlmcmL55ds1GlRFXk+0oauC2EsF1meRjwQYzx6xrKWK2ykw7Q0MUYvwshDAQez0yuOgM4JfNx0Xdn/sO81n0SjC3VuIrcK4kGlGqJCt4rZ1E2CuPIEMKR5Q7fz784q6Go4M9gr4UQrgdeDiGUALOBI5JLLdU8fwaTKqaC31c+CiGcDfwlhJCibJ6m4xOMXaVC2WN/kiRJkiRJ0qbxETlJkiRJkiRVigWTJEmSJEmSKsWCSZIkSZIkSZViwSRJkiRJkqRKsWCSJEmSJElSpVgwSZIkASGEv4YQlmZeJSGEonLLYzLbh9RAjmNCCL+vpnNfHkIYUB3nliRJDVuIMSadQZIkqVYJITwOfBRjvLqGr9sCeAvYLca4uBrO3wh4F9g7xji3qs8vSZIaLkcwSZIkVUAI4eUQwlmZ91+GEM4NIUwPISzLjHA6OITwnxDC4hDCLeWO6xhC+HMIYX5m/4Hrucww4B+ryqUQwgmZYxaGEN4JIfQpd96jQggfhRAWhRD+HkL4Ubltv8zsvzSE8PGq42KMK4C/AOdU7e+OJElq6CyYJEmSNk1/YFdgF2AwcDHQC9gLOCuE8OMQQoqyQudjYCvgGOD6EMI+6zjnIOBxgBBCE2A8cFyMsSVwJ3BXKLMrcC8wFNgic41nQwg5IYQ2meU7gRbACOCJEMJmmWs8nrmOJElSlbFgkiRJ2jR3xRgXxhg/A+YA98QYF8UY388sbwP0BjoCl8cYizLbxgKnr3myEMJWwPbAO5lVxUAhMCSE8DPgAWDbWDa/wWnA/THG12OMxTHGPwLZwD7AIcCMGOP4GGNpjPEvwL7Aysx53wdahxC6VPnviCRJarAsmCRJkjbNgnLvS4FF5ZbTlP2c1RFoDizIPMq2CLgQ2Hot52sPLI0xFgDEGIuB/SgbofQ88A1wSWbfjpQVT4vKnbdtZn1b4OvyJ44xvh1jXF7uvPMz15MkSaoS2UkHkCRJqqMq8kkpc4BZMcaOq1aEENoCYR3nyyq3X3OgWYzxqBBCNrA/8FQI4eXMef8QY7yy3P5dgFnA0axRYIUQLgceizH+O7Mqm7JSTJIkqUo4gkmSJKn6vAkUhhAuysyP1B74GzB8Lfv+F2iS+SQ5gHzghRDCgTHGEspKpUjZyKn7gdNDCDtn5mQ6EvgI6AA8B2wbQjgphJAKIRwGXEDZqCVCCHlAS9YY5SRJklQZFkySJEnVJPM42iHA3pQ94vYu8A/g2rXs+x1lJdHumeU5wEnAH0MIS4GngOExxn/HGF8FzqdsXqYlwG+BY2OM02KM8zPXPIuyMuq3wBGZ9VA2Efl/Y4yfV8fXLEmSGqZQNk+kJEmSkhZCuATYLsZ4RjVe4yagsPzjdZIkSZVlwSRJklRLhBCaAVOBXWKMi6rh/E2AD4BdY4wLNrS/JElSRfmInCRJUi2R+QS5y4ArqukSFwK/s1ySJElVzRFMkiRJkiRJqhRHMEmSJEmSJKlSLJgkSZIkSZJUKRZMkiRJkiRJqhQLJkmSJEmSJFWKBZMkSZIkSZIqxYJJkiRJkiRJlfL/AXcD6xvgHi+aAAAAAElFTkSuQmCC\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(dend_nav12=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('Nav1.2 Dendrite')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'Nav12_dendrite.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(soma_nav12=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('Nav1.2 Soma')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'Nav12_soma.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(ais_nav12=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('Nav1.2 AIS')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'Nav12_ais.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(dend_nav16=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('Nav1.6 Dendrite')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'Nav16_dendrite.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(soma_nav16=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('Nav1.6 Soma')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'Nav16_soma.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(ais_nav16=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('Nav1.6 AIS')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'Nav16_AIS.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(axon_Kp=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('K persistent Axon')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'Kp_axon.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(axon_Kt=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('K transient Axon')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'Kt_axon.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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RiDRH0iuhL41aIVU7CvbtAxdCCCGEEEIIcUBJwCRECNVXlLH0o/fQG01MuvRqIuITaHF4WfVNASV5DeSMTODkGwZjMOnRfD6a582j8YsvIRAgfPo0kv/2N/QRwV4/qqaSW5vLsvJlrKlaAxoMjBvI0IShXNDnAuzGbp6y5vdAw06o29G6FEBjMagBQAuGQWEJEJYE9rhg2BOVCZYIsESCOQJMNtCbQGcEvRH21vNJ04IhlM8FXlfr2tm6dgS3nVVQvQVa6sBVDy31HYIrLfhaYYkQntS6TiZcr2BUG3G7fAf8z0gIIYQQQgghxC+TgEmIEHDU1bLs0//hdjgYd+7FxKal01Tbwo/v5eFo8DBwUiojTspC0Sm4t26l9tPPcOdtIWziJJLuuxdDXBwALf4Wluycy7yd86hpqaFvTF/GJo/lor4XYTF0eIKcpkFjKVRuhIoNULkp2ANJb4boLIjpAXE50PtEiEwPBkUHg6IE762PDAZUv4XfA45KaK6E5nJoKCKieBmGlgCqvg9NNdVExMUf2LqFEEIIIYQQQuyVomnaL7c6wowcOVJbtWpVqMsQYjd+r5dVX31G2dZcxp97MUnZvWmqbWHN7J24HT5GnJRJfEY4mt9P87x5NHzyCcbkZKLOPQ/LgP4oikKzt5l5O+fxY8mP+FQf41PGMzl9Mkn2pF0v5HND+TooXg6lq4I9gyJSIWkQJA4ILr8Q8PgCKvVOLzUOLzUOD/UuLw6PH5cngMPjx+nx4/QG8PgDqKpGQIOAqhJQNQJq8B4mg4JBp8OgVzDqdBgNCka9DrvJgN1sIMxiIMysJ8xsxG7WE2ExEm03EWs3YTHq91pfR2rxCr74458JjLyK3qPjGDRlxm/54xFCCCGEEEIIsXd7HLIiPZiEOAQ0TSN/1TLWfvMFQ2acwpizzsdR72HBu1vwuPwMPzEYLAUaGqh95RUci34i7IQTSH38cfQREfhUHwtLFvJ1wde4/W6mZU7jwXEPEmluDYlUFUrXwPZ5ULwCdHpIHgrpo2HEFcEhbV20eAPsqHFQXOeiuK6F4noXZQ1uAqqKoijodQqxdhOxYSZi7WZi7CYSwi3Y4/TtAZHdrMds0KPXBdvrW6/T6xQ0TcOvavgCKv6Ahk8Nrr1+FafXj9MTwOHx4fAEqG72UFjjp8nto87ppd7lxeNT22tVFIi0mogLN5EUYSEpwkJiZHAdH27GaI3BFdaARU2kaMNqCZiEEEIIIYQQ4hCTgEmIg6y2pJhF779BQlZPzrrnQVTVwNLPttNY1cLIk7OIzwjHV1VF5WMv4N2xg6gLLiDjyitR9Hq2N2znoxXPs6NhB8elHscdI+8gwZYQvLG7EdZ/BFu/A3cDJA2GXlNg/C1gMLe/vqpq7KhysKmska2VzeRXOfD4VaxGPT3i7GTE2OifEsGJA5JIjrJg1OsO0DtXMOj5VT2R9iSgajS2+KhxeKhodFPR6GZbVQ0VTW6qmjwozmoGRUKGT8HtaEZVA+h0+/+6QgghhBBCCCH2jQRMQhwkAb+P5Z99RM3OQiZffi1hsfFsWlhKwboahs/IZPzZMfjKyqj4y1P4qiqJvfJKbCPuwqf6mLPzB77Y/gUJtgQu6HMBfWP6Bm/qqIbVb8K2OcFuPb1PgpmPBSfgbtXg8rJqayU/FzeQW96EX9XoGW9nYEokMwcmk50QdkBCn0NJr1OIsZuIsZvonRi+2/lV2yv4tFZjkLcaT0IGFfnbSOndNwSVCiGEEEIIIcSxSQImIQ6Csq1bWPzBWwyaciLjzr2Iog21zH/nZ/qMTeK0W4cSqK6i/MGHCDQ2Env11VgHDaTeXc+bP7/A6srVTM6YzKMTHiXcFA6+FtjwMWz6LPgEtX6nwpkvtA97c3n9rMirYun2WjaXNxFhNTIqM5rp/RO5dWoOJsOB6pF0+IoIs+ONMRC+cR1q9olsXb5YAiYhhBBCCCGEOIQkYBLiAPK6W1j8v7fxuFyc+od78PtMzP7vJiLjrZxy0xB0Hic1Tz2FZ9s24m66CevAAZQ7ynlmxWMUNxdzUd+LuH7I9cFZ04qXw8/vQlM59D0ZzvgPWKMBKG1o4Yc1hSzaVoNOgdE9YjhjaCp3n9QXnW6Pc64dtSIsRqIVA2ZXAc7GCDyNO9BUFUV39IdrQgghhBBCCHE4kIBJiAOkbGsuP73/FqPPOJf0QcNY90MxZfkNjD8rm6hYA/XvvY1j4Y/EXv174v/4BwoaC3jtp/twB9xc1v8yBscPDj7tbc2bwd5KKcNg/G0Qlw1AfpWDL3/aypqd9SRHWpjWL5FnLhqKzST/jCOtRlJ9BppsGkZdgMgevSnbuoXUvv1DXZoQQgghhBBCHBPkJ1Mh9lPA72fZpx/QWFnO6bffS0NVgC+fWUe/cUmccuNgHD/+SPFrrxN13rlkvPoqZa5yHlvyAH7VzzWDrqFnVE+oK4DZ90LVZhh8AVz0ARgtVDa5+XLRDn7cWk1GjI0zhqZy69Qc9MdgL6W9sRh1JPrD2drTwGAq0aIHsmXJQgmYhBBCCCGEEOIQCVnApCjKZcD/dTgUCaQBaZqmVba2SQeWAUM0Tas59FUKsXf15aXMfe1FBkycwugzLmDFV4W4HV5OunYguroKSm/7A6asLNJffIE6xcU/Vj5KbUst1w25jt7RvaFyE3x6LWgajLkeTvwbvoDKD5sr+WRNKTaTntOHpHDZ5VnHxFxKv5WiKKhKMhvSmzhh9RLyjBfSXF1CwO9Hb5AcXQghhBBCCCEOtpD95KVp2lvAWwCKohiBhcCjHcKly4CHgZRQ1SjE3mxc8ANbl/3EjGtvweUw8/Xz6xkyJZ3MPuHUvvwi7q15JNx+O4G0RJ7f+Bp5dXn8fvDvGRI/BIpXwpxLwRYDk+6G2F6UNbTwvzl5rCqqZ1q/RJ44bwiRNmOo3+YRo9yUhc+yBqWuAlXVyBgwnB1rVpAzenyoSxNCCCGEEEKIo97h8qv9u4EqTdNeAlAUJQU4EzgRyAthXULsxudxM+/1lwmLieW0P97Lqm924mys4aRrBqFuWUfxtc8SfeklxN58E98Wfsun8/7KZf0v46ahN6GUrYH3L4LoLDjpUYhMZXVRHa/NXoNRp3Dh6Az+OL03iiJD4H6tUnM2AwI/05gRTXqCFzViALmLPpGASQghhBBCCCEOgYMeMCmKcjLwRTenrtI07S1FUeKA24ERbSc0TSsDzm69/mCXKMQ+qysrZe6rzzHq9HOJSurLNy9sZOCkVHr0TqLq34+heb2k/edZtviK+c+8mxiVNIoXpr2Aqb4IPrkaLFFwyr9Rw5KYu6WKdz9dQe/EcO47pR/JkdZQv70jmpLQl1H1Ltb2NTF9x2LWhU1GbzTSXFtDeGxcqMsTQgghhBBCiKPaQQ+YNE375hde51pglqZpO37tvRVFubb1+k4yMjJ+7a2E+EV5SxexccEPnHjDHynb5mfRh9uYclk/lNzVFN/wMrHXXQujhvDomqdxB9z8ZfxfiPf74Os7wNcCk+/FH9WDWT+X8cma5RyfE8fTFw4j0irD4A6EjLgI0isU/ptSw+TvyjEcN5WMwZPYtOAHxp5zYajLE0IIIYQQQoij2uEwRO4C4NbfcqGmaS8DL3c9PnLkSG1/ixKijaoGWPTem2iqysk3/4nFn+wgIs7KzCtzqPn346AopL/wPAtql/Pu/Nu4fsj1jIobDEufg51LYfKfUZOG8s3Gct79ZAUnDUzitStGYTHqQ/3WjioDUiOp2JREhGKAPhn0TPZQ3xjHzk2fM/qs89Dp5PMWQgghhBBCiIMlpAGToijRQDawJJR1CLEnbqeD2S88Rc6Y44jPGsns/25m9Gk9iPFXUHrzTcRedSUtI/txz6qHSQ1L5bmpz2HZ8SN8dw6MuALtuD8wd0s1r3+znEm943ntilFYTRJ0HAx9k8J5VxvCBK2AzUOjGfbzXDaap5E5eBgFa1fRa8SYUJcohBBCHLM0TUNTVQIBP1ogQCAQQAsEUFUVTVXRNBVN1XZtt7YP7mu77aut7VB3bWuaBqqK2nYvTUNTA8HjuwrpuGo72KnO3dp2fiPdbu+xDYCioLSuURSU1gUUgisFBQXathVd8Dit7RRaz7feR6drb7/bfdpeo6191/soul1TkLS21+l0KDrdrtfWBde6tmM6pf06pbWt0qmtgqLTt66Vzq8hhDimhLoHUzZQrmmaL8R1CLGburISfvjvc0z43RU01Uay4ssCZlzdn5ZP/0fNmjWk/Otxvmtcypc/3cvtI2+nDyb45BqIzYaL/sf6aj//fnMVw9KjefGSEYRbZCjcwRRuMbJWP5Df1S3hvng//fOaSTnrHGLTRrNh7lsSMAkhhDiqaZpGwO/H7/Hg87rxezwEfD78Ph8Bn4+A39e6723d9+P3etuPt7ft2q71mBoI7HeNik6PXq9HZzAEQw29Hp1ev1tAEQw2dgUautZAA2XXduego/X6trBDaT3XMezoEHh0F350OtaxbTfH6BjQdGzXzWtomgaaFgyg2gMwrT3I2nVeA41gaKa1BV1aMKvStNYADVpPtm+3hW90d8/d7q21X9N2j05hnqZBazindtnfa+jXVp+6q81hRekYkO0tLNPt9e9Q9+HaL7Xp7vyufZ1OFwwMlQ6hnq5zvTpl7206B4S7B4a6Dq9Jh/PtYWSHf2OKErx3cL9DGwkMxT4KacCkadpKgiHT3trI32ZxyBWsXcXqb2Zx4k3/x/q59eiNDqafk0zln+/APn4c9n8+zL0r/0GPyB48P+VZDCtfgYKFcOLfqTKm8q8v89ApCv88dzAJ4ZZQv51jhtkehdnrQ6/ToR85lAxTKRvWxWINj6S2tJjY1PRQlyiEEOIYp6kqPo8bb0sLnhYXvta1t8WFt6UFb4sLn8fTugSDIr83uO/3evZ6b73BiMFsxmg2YzCZ0RuNGIxG9AZj67YJvbF122TGEha2+7n2fWN7W73B2B4ECXGk2RWAaZ3DsD0GZx3P/9r2Hc932e8Y1qmdgz01EOgc2P1C+z3W0PGeqtohIOy6r7bud27f1guwUy/Brj3yQmi38K4ttGtf/5qQcA/B9N7u2U1PvV++566gL2voiF9+k0e4UPdgEuKws3b2V1Tkb2X6dXex8P0d9BufTIpSQvmdj5B4759ZHVbDawvv4I8j/sjAgA7evwj6n4HnvHd5dXEhKwrWc/v0PgxKiwz1WznmHJcdy/aCAUyzRrBqeDijPpqFv/cVDJxwIj/P/pqpV10f6hKFEEIc4XxeDx6HA7ejGbfTgdvpxON04HY4cDsdeJwOvC0uPC4XasDf7T2MFismqxWT1YbZamvfNlmt2CIiMVosGM2WTmGR0WLBYDRJyCPErxT8QV8PulBXIvbHbkGh2hbK7SGE6xTSddP+YAWFfj+a2hrgEXw90IK9w44BEjAJ0UpTVRa+9wYGo5Hhp1zN/Le2MeHC3jDnY+rXryfhmSd4Mu+/qPUq/5n0b6xLn4fqLXDGcyyrMfH066u4eEwGN0zqJd/8hcjxOfG8t3UkN1XP4S5bASP9evoMCaeqGBory/G4XJhttlCXKYQQ4jCgqSpul5OWpkZcTY20NLaumxppaW4KBkgu526/vTcYTZjDwrDYwzDbg2tLWDhx6bFYwoLH2gIjg/HIHh6vBlQCfo2Av23YlIYaCC5a27aqoQZUVFVDa9tvPde+395e7byvagQ7SHRYtw3/ahvCpbYN5epyvG3Il7rrXMc1u10X4g+zdYoldG3zMdFhXqTujtFhniXa51PaNWdTN/doH7nX4R6tB3c71j5qsMt9FTr01qDzutMxpf1eu853uHYv90EBnU7ptN32Hrrd1nW8X5fXkO+5jxm7B4VH9tfXo5UETEIAfq+XOS89Q1r/gdhjhrPq60KmX9KThscewjJgAL4Hb+WW5fdwWf/LmGhOhA8vg+GX0TD6/3j0uzxMBh0vXTaCCJlnKaRSo6ysdydgDRQTEdmXwIwRROQuYH3jEPpNmMKmH+cyfOZpoS5TCCHEQRLw+3E21ONsqMNZ37puaKCluRFXUxN+j3tXY0XBYrNjjYjEGhGJLSISe3QM8ZlZWMMjsIRHYLbZQvoUUk3TUP0aPm8Av1fF7w3g93XY9qqdz3nVXed9AQJ+DdWvEmhfOswHRIf5hfZA0SnoDTp0BgWdXodOF/yhX9Er6PRKp329ftf8Sbq27Q7tFJ2CzqDD0HG/9dqOYUFbgNAxNOkUTrB7WNE50OhyXLcrqAm14JxGHcIxQFOhba6ljueDPR92XdcWknWcZ2m3Yyod5luiy1xNXY61hW902G4N9Nr21Y7bAXVXYKd2bt/pWMegsLt2XUPD1m1UDbVDOKi2HguO2OowZ1SXaw81jc5/lTS6//vXfdhG69xJCrr27W4Cu+7CtD2Ec8Egjn0LB7v5N9J+Lx3oWtu3zbnUKTjcU6jYTeC4W41dA8Ku7cVRRQImccxrcTTz7X+eYOiMU6ivimfn5jqmnBhO1Z1/IP6Wm1kYV8PnKx7lkXF/ITn3a8h/Hu2M5/miAD54by23z+jNiMyYUL8N0apXfBi1xjGcYY/mW1slMz9eTdYlUzCYE8mf9x+GnnhySH9YEEII8esF/H4cdbU46mpxNtThqN8VIrU0N7a30+n12KOisUfFYI+OJiwmjoQevbBFRGKLiMJoObjzIqqqhs/tx+sO4HMH8Hr8+Nq22457dp33uf14PQEC/u4nRVYAvUGHwaTHYNJhMLauTbvWRpMOk0WPNdyI0aRvP6c36tAb2pa2oCgYEgkhDpyOQdluIVqXAI7WwGxXmPgL4VzXHnodXgeV4ITx6q77dg0L24LCXcO6utbWzX33FOrtof2eauw2IOzSvmsP0YP2Z9S67u6r3x5DwtavlbsFbZ16FHYMDrsJvTvcV6dXGHVKj0PyfkNJ0Q7RH+qhNHLkSG3VqlWhLkMcARqrKpnz0tMcf+GV5C71E51kJ9u2k/rXXifurw/xVPHbmHQmbut9EcZv74LM8VQPuIoHv9xM36QIrp/UC5Ph2BhPe6RYkl/Dti0buDTwCddYWvj7lsEYh45hyUYrien5RCUlkzN6fKjLFEII0UrTNFqaGmmqqaa5tprmmmqaamtorqlun9Ra0ekJi4klPCY2GCBFx2CPiiYsJhZrWHjwiUkHSMCv4nb68Lb48bj8nbY9Lh9ulx+vK7gfCHQOhhRFwWjWY7IaMJn1GC16TBYDRos+eLx122QxYLK0njcb0Bvle4kDoW2C4l3ddUKobdxZ29O6hBCHrU497LoJwboe79gTsbuwMHjPLsN2NYjPCA/tGz1w9vhFTXowiWNWbUkxc199nhOuuJkVX9bQ77hkojd9T9O6dRj+eR9/WPMIF/W9iMneAHx+PZz0KN9Vx/LWB+u495R+DEiRSbwPR2N6xvL8AhuXm8sYkzGVHUlZpL/xAWGjriet/wSWfPScBExCCHEIaZqG29FMY2UFDZXlNFZV0lBZgauxHk3TUBQFa3gk4XHxhMfGEZOaTubg4YTHxWGyWPf7tb3uAG6Hl5ZmHy0OX/u22+GjxeHF7fR3CiN0eh1muwGzzYjZasBsM2C2G4iIs2K2hQf3W88djsGQpmloPh+a17tr2cO+2mm/mzYBP5rfD/4AWiAAAT+aP4AW8EMggObzdzkegEDglwpsm/znwGsPdUL/WPW2oV6HRdi1J/vyZ6HTtX6eOtDrW4cv6kCvaz+263zwaVro9Hu+puP51u29n9/LNb94fk/XtG7r9cGeKPtyvu0pint8fV370DJx5FF0CsrhMI72KCABkzgmVe7IZ+G7rzPpsltZ8mk5407PQn37GQIJCVTcfj4vrP4bD469j/TV74Kjgqaz3+WR7wqIsdfz2hWjsBhliNXhSq9T6BlvpzJ8OmcETDzR/CO36Q30629i8/I64tIzKc3LJbVPv1CXKoQQRw01EKCpuoqGqgoaK8tpqKygqaoSX2sPJGtYOJGJSUQlJpPWbyADTpiGPSr6N/8wFvCpOJs8uBq9uJq8uBo9OJu87fttv0FWAKPFgDXciDXMiCXMhDXMSGS8tX3bbDcesmFjmqahud2oTmenJeB0Bo+3uNHcLahuT3Dd4kZ1t6C5PcF1ixvN52u7WXDd9hl22FeMRhSTadfSvm9s39d1PG8yobNaUCIjUIwdrjEaUPR60Bs6bxv0wW2DAcVg2LWt10uPnaOI1haOtT5pi9albVsLBHadD6jBLhuBQHtPsu7Oa4FAa/C27+d3O6ZqrYFmWz27n0cNBIeO7eF8+7GO5zu+t184H7xXa1tNbT8fcpoWDLvaAsC2gFDX+m+zm+CtPQzU6VD0umDY12lb2bdgsK2tXt/huo6v2yGQ28t1ew0Hlda6dtv+NUHgruuUDj0N5WvXgSEBkzjmlGzeyPLPP+T4i29l6WelTDwjFec//0zk2WfzXVYDy7e8z9Oj78P+9T3Q7zRW9byBx9/bxP9N782YnrGhLl/sg1MHp/DRljHcvPWf+FNS0J19Ksrcz2ixTWPkySex/LO3JWASQojfoMXRTH1ZCXVlpdSXlVBfUYbf60XR6YiISyA6KZnIxCRS+w4gMiERo/nXzXmkaRreFj+Oeg/NdW4c9R4crWu309feTm/QYYswYYs0YYswERZtISErAluEGWuEEb3+wPcs0rxeAk1NBJqaUZsa27cDTY2oTc2oTkenwAiff/ebKAqKxYLObkNnt6Oz29G3rhWrNRjyREehs7RuWyzoLBYUixWdxYxitQaDH/khSBwCHX/4lr9xR45uw8DWgG1PAWDnth2v1/YpGGxvqwZar++y3TGQ8/t3BYqqCh239xYOdm3bvt1dEBjY7XXb2wZa62p7D8HZ8XcNrz1IFKORtGefOWj3P1xIwCSOKTvWrGT93O8YfdZNrPiyjMmnxNLwl7uJueOPPO38kuiWaB7POgvdrJtRT3yUF/MsbNlSxH8vHylPiDuCjMyM5qkftnJTfDTnJh3PLHceJ2/ayIDbfkfheidGk4m6slJiUlJDXaoQQhx2NE2juaaamuIiakt2UldWirO+NvjUNXsY0SmpxKSk0Wf8RKKTU35ViBQIqDjqPDTVtrQHR446d2uvo2Abk9VAWLSZsGgL4TFmErMiCIsxY7EfmGBF83rx1zcQaKgnUFeHv66OQH0Dgfp6Ak1NwfCo2bFbbwTFaEAXEYE+PAJ9ZAS61rUpNRVd33B09rDW0MiG3m5HMZn2u9ZQCagBvKoXv+pH1VT8qp+AFui0HVADwXWX7fa2qopf8xNQW69r3W5rF3yCWeskxKi7JjdGQ9VU2p51p2pq923ZvX2n/V/4QbHj36WOQ2P2eLxjxNJpc+/3UWh9IhcKOkWHTtG1H2vb7nqsuzaKoqCj9VyH+7Ud/6X7Abvfey/3a2u7t0WvBHuL6BU9Cgp6nb7TtRKEhkZ7Tx0Oi4cnimOMTPItjhlbliwkf8VS+k28jC1Lq5hwnIH6Jx/H9sCdPFDwH87OPovplYVQvJzaKf/kT18VMKF3PJeMyZD/II9A//xuC6dHF9LbsZJr/UU81jQdnc7EwuIsRp0SzuYfZzPt9zeFukwhhAgpV1MjNTuLqCkuoqa4EEdtDQDhcfHEZWQRm5pBTEoq9uiYffq/UNM03E4fTdVummpaaKptoam6BWeTF7TgPBfhMRYi4iyERVsIizETHm3BGmH6zcPUNFUlUF+Pv7q6dakhUN8hOGpo2DUvkKKgGA3oo6LRx8Sgj47CEBODPjo6eCwyAn1EBLrw8OBwjUNM0zS8qhe3343b78YT8OAOdNj2uzvtewIeWvwtwW1/cN+n+vAGvPhUX3AJ+NrDmt1ej7ahhJ0/e52iw6gzotfpg2tFj07RYdAZ9rqt1+mD647b3RzrGnR0DUV22+8QonQXvHRsj0Kntnt73x1/Dur4GbVva7tfs6fr9nZe0zqHYCoqamuvifZtgmFax0BN1VRUWtu1bncN0dru2/W67o51qqGberrer+PSFgoGtAAaGgG1dd0aPHa3hFLb3xm9rjX86hiGta73GJ6hQ6fTdQrL9un6bq7bp+t/xXVd27aHiF2CvbZjbdvt13c53vZvSIhfSSb5Fse23EXzKVy/lp6jf8f2tXUcP6iZhufeQnvkdu7OfYK7h/8ffZa9ApGpLB/2GE9+vJX7T+0vE3kfwc4fmc7z893807WCySPPZ5XeSr9/fk6fa/9GXVkAR309rsYGbJFRoS5VCCEOuoDfT11pMZUF26kuKqChogxNVbGGRxCbnkl8RhbZo8YSHhu3Tz9stDi8NFS20FDppKHSRWNVC35/8AdKi91IRJyVyDgLKdlR9B2bjC3C1P7I532l+f34q6o6BEe7AiR/XR34W4eg6XToo6MxxMcHl7hYjGmDgsFRTAz6iAgUw8H5ltcb8NLkbcLpc+L0OXH5XLj8Llw+V3Dfv2vt8u067te6GT5HMOgx6U1Y9BbMBnNwrTdjMVg6HbMYLNiN9t2Om/QmTDoTRr2xfW1QDOh1MnekOHa0BWVtgVzHcGxPYZiKiqoG153CtF+6vsN13YZxrWuf6vvF6/Z2fcfr2t/fHsLAToFih/t0DRLb7ne4TG6toXUKvzoGcF1797UFhx2PdQ3nuvbS6xTS/cZwrmOY3bV9W7jdba/A1vuMShoV6o/5oJOASRz1Ni+cx86N60kbcB6VBQ5GxebT/NkCah+4muc2P83fh91B0uwH0EZczqs1A9iwsphXLh9FmFn+eRzJsuLs1Dh9eLJP4gzVxF3l3zFsyBCi1ULmrjEzZMYprP3uS4674NJQlyqEEAeU3+ulZmchlQXbqSrYTlNtNTq9ntjUdBJ69GLwtJOITkpB9ws9dPy+AI1VLTRUuWiodNFQ4cLV7ENRgiFSVKKNqEQbOaOSiEqwYjDte4ihqSqB2lp8FRX4ysrxV5TjK6/AV1GB1tISbKTXY0iIx5CQEAyOkpKwDBoc3I6NOSChkaZpOH1O6j31NHmaaPQ20uxt7rQ0eZvaQ6SOFBSMOiPhpnDsRjt2ox2b0YbdEFxHWaJIMaQEjxts7edtBhtGvQy7303bhNKaSvCZ3+qe99t6x3Rt00nHcWzKfhxnD8eV7o8pug5LN/vioGsLE/RIsHqk6RgOdgzJugaGv9TjrmsQt8/hXJcgrms417FNWy++PfUm7NrjUKfoJGAS4ki36ce5FG/eQFLOWTRUtjCoZTGe7WVsunkGX297l6f6/56wb+7CM/0f/HmxSu9EjacuGCpdRY8Spw5O5quWSZyz/i+k9hpC3SljsT/1Npmn34UasFCe/ykelxOzzR7qUoUQ4jfx+3xUF+6gPD+PqoLtOBsbMBiNxGVkkdCjF2POPp/w2Pi9/r8WCKg0VrZQW+agrsxJfbkTn1dFb1CITLARnWgjuVcU/canYA3ft3mQNE0jUFODt7gEX0kx3uJifCWl+OtqAVAUHfrYGIxJyRiTkzD1ysY+YQLGxER09t/+NdkT8FDXUke9p54Gd0Nw7Wmg3r1r3eJv6fQe7EY70eZoIs2RRJgiCDeFE2OJITMikwhTRPsxm9HWPpdNyGgaBLzgawkufjcEfBDwBI/7vcF1x6X9mCfY1u/Z8zVqAFR/hyUAWmD/a97T35mOU3UoCrsCGqWbfd1e9mndVrq/d+exbns43jWg2tO5vRzXNHaFYWqHAGxPIVgI7e3PpWMopmt9Ipii77CvBPf3dq7ba3XdtO/6Wns792tf69fW0XrPbl9LQsJDQcLBI5/MwSSOWhvnf09pXi4xaafi86r0KvoKRa/j68lh7HQU8+eIoRh/fpeyyU9w1zdlXDuxJxN7x4e6bHEAtXgDXPfOat5KeJ8d/WbyVuUSrvtWxX7+xfy4wE2/sW5qS3Yy5qzzQ12qEEL8Ik3TaKyqpDw/j/JtW6gvL0On15OQ1Yvk7N4k9szGHhW95+tVjaZaN3VlDmrLnNSVOfG4/Oj0ClEJVmJSwohNtROdZMdo/uVv7lWPB9/OnR1CpBJ8ZWVo/uDT3gxxcZjS0zGmpWNKS8WYno4+Zt/mcur0OppKg6eBalc1tS211LhrqGnZtTi8jva2Jr2JGEsM0ZZoYiwxRJmjiDZHE2XZtbYarL/q9X81vxe8DvA0g9fZYdsR3Pc4wNvcOSRq2/a17Oqd01Xb56Y3gtEGBkvrYgK9CfTm4Dm9CQxt261rg7m1jWnP53XG4LZODzpDcGkPEeSH6mNGx15iaqB1O9BhXwvu7+1ct9eq3bRv29d2hZmdzu2tjr2d39Pr7Gsde3mtA/k5w6//t9WpR1x3AVzHnnP6PbTr2LOuuzbdvYa+y727CQEPeG3dtNtrbR3u321tbfeXr2cHgMzBJI4tG+bNoXxbHhGJM9GAHps/RJ+SxCsDq4jRLDygJKLkz2HpqKd49uud/OPsQWTGSi+Wo43VpKdnnJ1tmReRs/k96u0auosux/HO28SMuBJbZAZrv/uS4Sef/qsfpS2EEAeb191C+dZgmFRZsJ2Az0tEfCLJOX0YOuMUopNSgk8L6kYgoNJQ4aJ6ZzPVxc00VrWgaRAZZyEmNYzUnCgGTUrFbNv7UC1N0/BXVuItLMRbUICnoABfcQlawI9iMmFKz8CUmYGpZy/CJk3CmJz8q56e5lN9VLuqqXBWUOmqbF9XOivxBDxAcMLpKHMUcda49mVQ3CDirHHEW+OxG+0HpuexpgXDHncjtDQE1+1LQ+vS4ZzfDW29Zjr+wlZvBHM4mOxgCgNzGJjCW9d2sCe0nrOBwQrGDovBEvzBSIhQaesVhD74d1kcPrSuveO6CcA6hnzdttE6B2id2nXZ/9VtWu8d8O1+XVuAt8e697DsVnt3NXW5d3e1d6y784fKXrKSzrp+rW/7f2dvxzr+36Q3wgXv/Jo/8SOS9GASR50N84PhkjV6BvZwE0k/vYpp4ACeTNvI8PhhnFO4Fkx23rFczPLCeh49exB2mW/pqJVf5eC/C3fwmPdvLBt/Dasb8jjjta2E3XIny+bVkzmwjpamRobPPD3UpQohjnGupkZKt2yidMsmaktLMJrNJOf0JTmnD4k9eu0xCPd7A9SUOqgpdlBd3Iyjzo1OryM6yUZ8ejhx6WFEJtj2+pQ2ze/HW1SEZ9s2PNvy8RYUEHA0g6JgTEjAlNUDU48emHpkYUpLQzHu2w+eDq+DUkcpJY4SSppL2gMkt98NgEFnIMGWQKItkSR7Uvs6wZaAxbAfwb+qBgMhVy04a4LrrktLPbsNizJawBIJlqjWdeu2tcu+JSIYBh2GvwkPqBq+gIo3oOLzq/gCHfYDKj6/1r7t9bceCwTbBdQOi6bhVzVUtcta0/AHgue7HlM1Db+qElAh0GGt0do5RGt91ppGcF4SldYnmdHaZtf2r/1kf8s1B0Lb67b9VQhO6As6RUGnKMERV92sde37Hdu3Xd/Wbu9tdArodMG2wQmFu3kN3V5eg2CHkLbX0Hc4r9d1uEbX+d76LsfaF92ufb2uS50drtF3eE96XeftTq/Rui1TVwhx2JEeTOLYkPvTAkpzN2GLnUlElJm47/6DcdJx/C18IScnT2P62k9Qe5zA38tHYva6efqCob/5scjiyJCdEEat04tj8AWMKdvCq451XHzx5Xi/+ABL0inEpg9lwRuPMWT6TPQG+U2dEOLQaaquomTLJkpzN9FUU4U1PILUvv0ZOHkGsanp3fZO0lSN+koXVYVNVBY00VTbgsGoJzbVTlx6OCNnZhEWbd7jD2SaquIrK8ezbSuebfl4tm4l0NSIojdgyszEnJND2MQJmC6/DH1ExC++B1/AR5mzjNLm1hDJUUJpcynugBtN07Ab7aSGpZIWnkbv6N6ckH4CibbE3xYe+b3grAZHBTiqwFEJzZXBtbMqeL79fSvBUMgW23mJ6w32uOC2JfKg9xbSNA2PX8XlDeD0+HF6/Tg9AVxeP26fitsXCC5+FU/bdttxf4dtn4raGoa1vcM9BSqKomAyKBj1Okx6HUZD61ofPGbU6zAZdt836IKhgsWoR68DvU63a90aHhi6HNPrOi8GXTBEMLQGBW377eEKtIchbSNV2rY7nT/CAoW2X9i3hWOqFgzb2kI1tS1c02idDHgPbdSO+1p76NbeXqXLNcFz2h7We66jc02qphFQVXxq5/uqrSGi2t5m93u1nQ+031cjoNJpu+NrtrdTg9ttNQTU3bfb3svhoGNIp9ftHuLpugvM2oO0YODWMSzs2q7t30nHYE3f4b4dQ7/2MFDXJeDrUkvXcHBPbTq/n87hoL4tsNR1H0BKOCi6kh5M4qixbcUSti5bTETSaYRFmIj/+kmMp53EQ7qvuKznmYxb8jLukddz+5pYJuXEc/6o9FCXLA6RHzZXsqOygWuLbuer46/F4XMy/l9zCX/gMVb+UEFyj1I0TWPw1BNDXaoQ4ijmqK+jeOM6ijauw1lfR0RcAqn9BpDWdwAR8QndXuNq8lJZ2ERlQSO1JQ5UFaITbST2iCCxRwThsZY9fgOvuly4t+Th3rwZ95Zc/FVVoCiYUlMx5+QEl+xs9FFRe61b1VQqnBUUNhZS2FRIUVMRZY4yAloAo85ISlgKqWGpwSU8lbSwNGxG275/MGoAmiugqRQaS6C5PLjvqAr2MmqLUvRGsMdDWCKEJwbXYUkQlhBcDOZ9f81f4A+oODx+mlr8NLl9NLX4WtfB/Wa3H5fXj6M1LHJ6Au0BUFcmvQ672YDdrMdmMhBm1mM1GbAYdVgMeixGfXC7dW3e7Zgei0GHQR/iCcaFOEZpHYO4LoFdMHTrZrs1fNO0jkHarnbdhWldA709Ht+tza7ATtvDNR3Dwfb30NpTcVcouedwsGO7QIf7HqpwsO1OvyauartmT2Fap+3WwO6XwkF9Nz3+ugZ2XcPBtvNGvY5zR6QdsM8kxPb4RyEBkzgqFPy8mg1zZxOTfja2MCPxX/0b/fmn8YD3Y27NuZDBPz5F3YSHuW2Bn+sn9eK47LhQlywOoYCqcckry3l34CoC4clcX/YNTwTOIVBRyVrdGIZOS2Xea49x7r2P/OJju4UQYl95XE6KN21g58Z11JWVYI+KJmPgEDIGDiE8dvf/hzRNo6HSRdm2BsrzG3E1e7GGG0nqEUlijwhiU8PQG/Yw51JDA+7cXNybc3Hn5hJobERntWLp1xdzv35Y+vXDkJCw198mO7wOtjdup6CxgKKmIoqainD73egUHUn2JDIjMsmKyCIrIovksGQMun3oCK9pwV5HjSWtAVIpNJUE122Tcyv6YEAUmQYRqRCRAuFJwQDJGr1fw9DcvgD1Li91Ti/1Th91Li/1zuB+g8tLk9tPs9uHqnX+blmnUwg3G4iwGomwtK2NRFgNhFuMhFsMrWGRAZtZj82olwBICCEOM3sKB9tCMq3rdpfehB3DwUDHHn5ql4Cv9ZrdwsEOgRvA9P6Jof1ADhwJmMTRq3jTelZ/PYv4XudhMRtI+OZJtPNO5iHvJ/y59+/I/vFJdoz7B39a4OCvZw4kJzE81CWLEHjpx+3kRMGU9Xfw5rAzSLWlkPPwe9gffpL1CyuIis/HGh5Ov+NPCHWpQogjVMDvpyxvM0UbfqayYDsmi5W0/gPJGDiEmJS03cIdNaBSXeygPL+Biu2N+DwBohJtJGdHkZwdiT2y+x45geZm3Bs20LJ+Pe7NuagtLegjI7H064elfzBM2luvJJfPRUFjAfkN+eQ35FPYVIhf9WM32ukV1YuekT3JisgiPTx933oieRzQUAT1RVBfGFwaS0D1AUpwSFpEKkSmQkRa6zo1OI/Rr+TxB6hxeKlu9nRa6l1e6l1eHG4/sOs31xajjmibKbjYTcTYjUTbTMTYTURZTURajYRZDOhluLwQQgixryRgEkensq25LPvkfyT1vRCj3kDSt08SOG8mD3s/5S/ZF5G++Fl+HvVP/rWkiScvGEp8+IHrPi+OLPVOL3d+vI5XUr7E0fME7ij4kEcbZ6D5fKxwDGDUKWnMfeVxzr33kT0+lUkIIbpqrquhYO1qitavxeduIaVPf7IGDyOhZy90Xeb3CQRUqgqbKc2ro7KwGU3TiEsLIyU7iqSekZisu/cI0vx+PNu20bJuPS3r1+OvqkIXHoZ14CCsQwZj6dcPnb37p6CqmkpRUxFb6rawrX4bOxp34Al4sBqs9IjsQU5UDr2iepEVkYXxl54W1VIPNflQ27rUF4KnGdDAaIPoLIjObF1nBYMkw74/Tc7h8VPR2EJ5o5uqJg/Vjl3hUbPbBwSHLhj1CvHhZuLDLMF1uJm4MBOxdjPRdiNhZoPM+SGEEEIcXBIwiaNP5Y58Fr3/Jqn9L0KHgZTZT+I/byaP+D/nr5lnkLLyDeYPfJR31zfx1IXDCJMnxR3z7v1sA5cPNNF77d94oucQpqRMJOae/2B56CnylldhC9tEeFw8fcZNCHWpQojDVMDvp2xrLgU/r6aqYDth0TFkDR1B5uBhWMM695DVVI3aMgclW+op29aAGtBIyAwnrW80iVmR6I27h9n+2lpca9bQ8vPPePLzUVAw987BMngw1sFDMCZ2P1eTN+AlvyGfLXVbyK3NpcRRgk7RkRGeQd+YvvSO7k2PyB57n1zb74X6AqjZ1hokbQvOgwTBCbFjcyAuG2J6BUMka9Q+fWZOj5/yRjflrQFSeUNwu7rZ0z5vkc1sICXSQmJEcGkLj+LDzYRLaCSEEEIcTiRgEkeXurIS5r76POmDfwd+A6nfP4XnvBP5u/8L/p48naRNX/Bpj4dYWOjisXMHYzbIvDoCdlQ7eG7+dp4wvUTlyMt4dNsH3F82En1YGIvLejD+nCy+f+lRzrn3kd16Hgghjl1uh4Mda1eyY/UKPC0uUnv3o8ewkSRk9ezU41HTNBqrWyjNq6c0rx6Py09MahhpfaNJ7hWJydL5Fx2apuErLaNl9Spcq1bhKytHHxuDbfhwrMOGYe7VC8Ww+y9HPAEPW+q2sLFmI7m1udS6azHqjGRHZdM3pi/9YvqRGp6KTtlDb0y/NxgeVeVC1WaozgO/B/QmiOkBsdkQlxNchyX+4hxIbl+AkvoWiutcFNe7guu6Fjz+ABAMj5IjLCRHWUmOtLQuVuLDzTI0TQghhDjySMAkjh7NdTV8++wT9Bp1CS2NOjJ+fAbPeTP4h/9LHk2YRPz2H3k55k7KmgM8eNoAdPLNq+jgpnfX8NAYjfjct3g4Lobzs87E9qenMPz5CYo21GG2bMQeFU3f4yaFulQhRAg11VSRv3I5RevXYDCa6DF8FD2Hj8IWEdmpnc8boDSvnqKNtTRUuohMsJHWJ5q0PtFYwjoPO9NUFe/27bhWrcK1eg2BhgaMKSnYRo7ANmIExtTU3epoG+a2sWYj66vXU+woxqQz0S+mHwPiBtA/tj9x1j08uEINQF1BMESqyoXqLcFhbXpTsCdSQn9I6AdxvcFo3evnUe/0sqPGSUGNk511wRCpweUFwGzQkxZtJT3GRnqMlYwYG2nRNixGCeqFEEKIo5AETOLo0OJo5qsn/0GvMRdQX6YnZ9nztJw3lX/6v+GxpCnEbpvH3823EW6zcsuUbOlSL3azqrCO7zdX8qfGv1A8+W7+s/V97trWG2N6Ogu3JTLpop58+59/cO590otJiGOJpmnU7Cwkf+UySvM2ExYdS/aosWQOHorRbOnUrqHSxc5NdZTk1QOQ1ieajAExRCXaOv2/o2kavuJinEuX4Vq+nEBjI+bsbKytgZIhJma3OhrcDayrXseGmg3k1efhV/1kRmQyKG4Qg+MGkxa++2ThAPjcwSCpYj2Ur4eGnaDoIKZnMERK6A/xffY6sbbbF6Cw1smO6mCQtKPaSZ3TA0C0zUSPODs94u1kxNjIiLERaTXK/7NCCCHEsUcCJnHk83ncfPHE3+k58nQqC0z03/gazpPH8oTuB/6ZPJXovDncr7+VPikxXDo2M9TlisOUpmlc/vpKXhzfhK10Kfea3Vzd82IM9/0b3V2PU5xbh8m0CVtkpDxRToijnKZpVO7IJ2/pIqoKthOfmUX2yHGk9OmHTr8rYPb7ApRs2dVLKSrRRubAWFJ7R2M0dw6i/TU1OJctx7l0Cf7yCowZ6djHjsM2ZjSG6OjdaihzlLG6cjVrq9ZS6igl0hTJkIQhDI4bTJ+YPpj03UyU7W6Cig27wiRnNRjMwSApaTAkD4aozD0ObWt2+9hW5WBbZTN5FQ521jnxqxoWg56sODs94+z0jLfTI85OjN0kIZIQQgghOpKASRzZAn4/Xz31GOkDT6As387gov/RMr4/j9sW8njKDKJyv+Z+3W0MyIjjotEZoS5XHOa+3VBOab2L3xfdQf6MB3gr/zNuWZuIdcgQFqwPZ9KFPfn2OenFJMTRSNM0qgp3kLd0EZXbt5LYM4c+4yaQ0KNXpyDF7fRRtLGWwg01+NwBUvtEkzUodrdeSqrHg2vFSpw/LcKTvx19bAz2MWOxjxuLMSWl02urmsr2hu2sqVzDmqo1NHgaSLYnMyJxBMMShpEalrp7mBPwB3smla6CktXgqABTWDBEShoSXId1P/F3izdAfpWDrZXNbK1sZkeNE19AxW420DshnN6JYeQkhpMVa8Ogl6dnCiGEEGKfSMAkjlyaqjL7xWeIyxhI2fZYhlZ9gXdgGv+IWcI/U08iZtMX3K//A4My47lglIRL4pcFVI1LXlnO28fXYKjdyp1qObdlX436lyfR/d8/2LmxDottM5awcPpPmBzqcoUQ+0nTNKqLCti67CfKt20hPqsXfcYdT1Kv3p0CneY6NwXrqineXIfeoCNzUCxZg+KwhnfuReQtKcGxcCGupUvRfH5so0ZinzABc07ObkPkCpoKWF6+nJUVK3H5XPSK6sXwxOEMSxhGjKXLEDlNg6ZSKFkVDJSq8wAl2DMpbSSkjoSI5G7fY43Dw6ayJjaVNbK5rAmHx4/VqCc7IYzeieH0TgynR5wdk0GCJCGEEELsFwmYxJFJ0zR+fOc1zLZYKosyGO6ahz/FxiMpK3ks7WTiN87iPv0fGJKVyPmj0kNdrjiCvLW0kHCzjrM23MSmGQ/xedF3XLPEhn38OOavtjLxwl5899zfOffeRzoNlRFCHDkaKivIXTSfktyNxGVk0Wfc8SRn9+n05Le6cifb11RRnt+APdpCj8FxpPePwWja9e9e9XpxrVyJc+EiPNu2YkxNwz5xAvZx49CHhXV6zQpnBcvKl7GifAW17lqyIrIYkzyGkUkjiTB1mf9IDUDlJti5FIqXg7sRIlJ3hUnxfaBLL0pN0yipb2FTWSObyprIq2jGG1CJsZsYkBLJgJQI+iVHEGntPMG4EEIIIcQBIgGTODKtmPUxLc0t1FcNYDgrUC0tPNxzPX9LnUnyxs+5V/8HhvZM5vyREi6JX6fFG+DqN1fyzuid6Nz13OrcxH39bsP90D/R3/4ohetrsIVtwWS1MWDS1FCXK4TYR26Hg7yli9i+ahm2qGj6T5hMev9BnUKl+gon+aurKNvWQHSijV4jEkjuFYmuwzAxf309jh9/xLHgR9QWF7aRIwmbOAlz7869lBxeB8vKl7GkbAnFzcUk25MZkzyGMcljdn+6m88NZWuCgVLJagh4IbE/ZIyHjDFg3X2OplqHh3UlDfxcHOyZ5A2opEdbGZgaDJN6J4bL09qEEEIIcShJwCSOPBvmz6F8az5O5xiGWTajuEp4eNA2HkqZQfrGWfxZ90dGZKdw7oi0UJcqjlDPL8gnO9bCjNXXs2r6fSysWMIlC3XYx4xmwVo7x1/Qk9nP/Z1z7/ur9GIS4jDm9/koWLuSLYsXogYC9Bl3PL1Gjun09LeGShf5q6so3VpPZIKN7BEJpOREodPt+h7JW1KKY95cnIuXoFithJ0wibBJkzpNzq1pGlvrt/JT6U+sqVqDSWdibPJYxqeM3/0Jbz43lKyAHT8GJ+TWGSBlOGSOg9QRYLR2eh9uX4BNZY38XNzIuuIGGlp8xNpNDEmLZEh6FP1TIjAb5GuREEIIIUJKAiZxZMlftZwtPy3Er01hcEQh+pJ1/GVMCfemTqfHhln8Sf9/jMpO4RwJl8R+aHb7uPHdNbw1dAuKonBj3TIeGXQ3zvv/huHOx9jxcw1hkdvQGw0Mmjwj1OUKITpoewLcxvnf01BZTs9hI+kzfiL2qF1hUHOdm60rKijNqyc81kr2yARSc6LaeyppmoZnyxaaf5hLy9q1GJKTCJ86Dfv4cegsu8KpZm8zS8uW8lPpT1Q4K8iJzuH41OMZkTii81Pe1ACU/xwMlIpXBI+lj4IeJ0DyENAbOr2HWoeHVUX1rCyoY1uVA7NBx8DUYJg0JC2SKFs3T5ATQgghhAitPQZMhj2dECJUSnI3smHubAy2UxgYUYl+y3IemVTLXSlT6bHhc/6k+z9G56Rw9nAJl8T+CbcYGZoexWL7VI5fdj2XT7+Xt0s+4+IBA7BVbqaxOpzBUyby3X/+Rr/jTsBgkh/2hAg1t8NB7k/zyV+1nPiMLIaeeApx6Znt5z0tfravqWLHz9VYbEZyRicydHoG+g6hkjs3l6Zvv6Nl/XosffsSPn0acTfegNKhp2JxczHzd85necVyzHozY5PHcv2Q60kJ6/BkOE2D6q2wYwEU/QReZzBI6jEJxt4IRkuHphrFtS5WFNaxqrCOskY3MTYjI7NiOH9UOtnxYZ16UwkhhBBCHGmkB5M4rFQXFbDg7VexxZxJr8hGrKu+5B8nubglZRL91n/On/S3M7ZPGmcNk3BJHBh1Ti93fLSO1/quQrPFcXP1Ah4eeCeue/+G4Z5/smNNDTHJJbQ0NTHilDNCXa4QxyRNVSnevJFNC77H09JC/wkn0GvkGPSG4ETWgYBK8aY6tq6sxOcJkD08nh5D4zFZgr9H0zQNz7ZtNH37LS0//4yldx8iZp6EZciQ9iFtmqaxuXYz84rnsb56PalhqUzJmMKY5DGY9eZdxXgcULAQ8r+HugKI6w09T4Cs48ASuatmTaOgxsmS7bUsL6ijscVHRoyVUVkxjMyKITWq8/A4IYQQQogjhAyRE4e/xqoKvnvhaaKSzyItzEPY4vf552kBfp9yHEPWf8Gf9bczrl8GZwxNDXWp4ijz1682c3K/SIb/dAMrp9/LovLFXLrYgHXYMBZujGTCBdl899xfOeOO+zBZbaEuV4hjhqO+jk0LfqBow8+k9RvAwBOmExGfAAQDnOqdzWxZVkFDhZP0frH0Hp2IPWpXGOTZvj3YU2nNaky9somYeRLWoUPbJ/z2BXysrFzJvJ3zKGoqon9sfyanT2Zw/GB0SuuE35oGNdtg2xwo/AkUHfScBNnTILZXp3rLG1tYkl/Lku21VDW76RFnZ3yvWMb2jJXhbkIIIYQ4WkjAJA5vzoZ6vnrqMWIzzyTODNE/vsaTZxq4KGUUozZ8xZ/0tzO+X6aES+KgqGxy8+CsTbzY8yeIzuKm8jk8NPAOWv78N0z3PUHe0gpSc+qp3lnAuHMuCnW5QhzVNE2jeNMG1s/9Dk3TGHjCNDIHD0WnCw5fczt9bF1RQcG6GuLSwug7LpnY1LD26/3V1TR+/TXOhYswZWUSMXMm1hEjdoVKqo/l5cuZXTib6pZqRieNZnL6ZHpE9thVhN8DBYtg67dQmx/spZQzAzKPA9OukLnB5WXJ9loW59ews85FUoSF47LjGNcrlsSIXcPjhBBCCCGOIjIHkzh8eVwuvvnPEyRkn45d0xP1w4s8d66Nc5OGMmr9l9yju50J/bM4bUjKL99MiN8gMcJCbJiJzWnn03/BdVwx4z7eKv6Uy4YOxbrzZ9zOWOIyB7Hu+29oaW7CGh4R6pKFOOp4XC42L5pH/oolpPTpz6RLriI8Ng4ATdUo2VJH7pJyfJ4AfcYkcerNQ9AbgqGR2tJC8w9zaZr9HTqTmYhTTyHmxRdQWudN86k+VpQuZU7RHCqdle3zKaWGdfilhbsRtn0Ped8Gt3tMhDHXQ2w2tA6jU1WNjSUNLMirZnVRPWFmA8dlx3HtxJ5kxNg6P0FOCCGEEOIYIz2YREj5vV6+fPIfxKRPQu8JI23Bf3jlgigmJ/Vj8qbZ3KP8HxMH9+TUwRIuiYOruM7F47PzeCZjEUSlc3PFXB4YdDvue/6K/ZGnWfv9TnqP9FPw8yomXXJVqMsV4qhRU1zEz7O/pqm6kv4Tp5AzZnz73ErOBg+5S8sp2VJHSk40/cYnEx4T7BmkqSquFSto/OJL/LU1hE+dSsRJJ6GPCAbAftXPiooVzCmcQ7mznDHJY5iROYO08A5z+DWVQd43kD8XdPpgL6XeJ0FYQnuTeqeXhduq+XFrNdXNHgamRnJC73iGZ0ZjbJ04XAghhBDiGCI9mMThR1UDfPfCU8RmjMPfHE7GT0/z9gXxHJfQk8kbv+Ue3e1MGtyLUwYnh7pUcQxIj7FhNujYlnkBOXN/z5UzHuTNoo+5YuQITHkrUJQk7NE9qS+fRXNdDeExcaEuWYgjlqoGyF+5jE0LfiA8No4h008mPjM4RE1TNXZuqmXz4jJ0OoW+45IZfmJm+xPWvCWlNH76Ca61a7GNGkXcjTdgSguGRpqmsalmE1/u+JLtDdsZkzyGqwdeTXpE+q4Xry+CTZ9B4SKwx0OfmXD2f8Ec1n6PLeVNfL+5ktVF9YRbDEzMiefuk/rKsDchhBBCiL2QHkwiJDRNY+6rz2Mwp+FpSqP38mf4+LxEcpJSOX3zPO7R387kITnMHCThkjh0CmucPPnDVp7OWAwRydxSuYD7h9xJyx0PEvXYsyydVcDQKWY2Lvieab+/KdTlCnHE8ba42Dj/e/JXLqPniNEMnDwdiz0Y7LidPrYsLadwQw1pfaLpf3wqtojgEDfV68Uxdy6NX36FPiKCqHPOxjpyZPuQtDJHGV/v+JrlFcvpG92X03qdRp+YPrteuLEENn0O2+dBeDIMOCs4Ubc+2FPKH1BZVVTPnE2V5FU20Scxgun9ExmZJb2UhBBCCCG6kB5M4vCy5KN3UfTROOvT6L/6Ob48J4WMhFhO3zyPu3X/x9ShOZw0UMIlcWhlxdkxG3RsTT+f3nOv4sqTHuKNgv/x+8knwIr52CL6gC4Rt8NBfUUZ0UkydFOIfdFUU8Wab7+ktriIgZNncO59f0WnD07aXb2zmY0/luBq9tFvXDKn3zoUXWuo48nPp+Gjj/Fs20bYtKmkPPqP9iFwzd5m5hTOYV7xPKLMUZzS4xSuGngV+tbJwGkqh82fB4e/2eNhwJkw+lowBEMrl9fPwtwKvt9cSVWzm1FZMZw3Mo2+SeEyl5IQQgghxG8gPZjEIbfm2y+pKizH6xnBwHUvMvf0BMzJEVyyZTF36/+PqcP6ctLApFCXKY5RRbVOnpizlWeylkBYIrdU/8h9w+7Cfdt9xP37ORZ8sJ0xp0exctbHzLz59lCXK8RhrTw/jzXffIGmaQyfeRopvfsBEPCr5K+uYuuKCiITbAyalEp0kh0A1e2m6dvvaPr2G4wpKUSddx7WAQOC5zSVFRUr+Dz/c5w+JzMyZzA1Yyo2Y+uT3Vrqg8Pf8r4FazT0PxN6TQFjcGibw+Nnbm4lszdV4PWrTMiJZ1r/RFKjrIf8sxFCCCGEOEJJDyZxeMhd/CMludtQtYkM2vIaS05JQUswcMmWxdyj+yPThvflxAESLonQyYy1YzPp2ZJ2Ln3nXs01M//Kf/Pe5ObTT8P7/ZfEpI6mpTkcvdFI5Y58Entmh7pkIQ4rmqqyY+1K1s35hpjUNI6/8DIiExIBcDt8bFxUSsmWOrKHJ3DiNQMxWYLfinhLSqh//308uVuIOHkmaU89hc4WDI4qnZXM2j6L5eXLGZk0kj8M/wNJ9tb/K/xe2PI1bPgYAt7g8Lfz3gRT8Fqnx8/cdWXM3liBx68yvX8CfztzENF206H/cIQQQgghjmLSg0kcMoXr1rDm229AP53B2//HmsmRVKSo3Lx9LXfr/sj0Ef2ZIeGSOAzsrHXxz9lb+E/P5WCL5fa65dw25Ba0PzxEwr+f5ft38jnhknTmvvo8Z955vwynEQJQAwHylixk44IfyBg4hCEzTm6fX6mh0sW6ucU4GjwMmJBC5oBYFJ2Cpqo4f/qJho8+RmezEXXhBViHDkVRFHyqj4UlC/ly+5eY9CbOzD6Tsclj0Sk60DQoXQ3r/gd12yF7Ogw6t/3pby6vn/lbqvl2YzluX4ApfRM5aWASMRIqCSGEEELsrz3+8CMBkzgkyvPz+On9d9GZT2bwzs/YNNbKjgwft+1Yxz3KHzlx1ECm9U8MdZlCtLvnk/VcNiqR/vOuZttp/+KN3Le52zEBX0kJhWnTiEq0UZ43m9Q+/egxbGSoyxUiZPxeLxsX/MDWZT+RM3ocAydPx2i2oGkaZVsb2LCgBKNFz5Cp6cSlhQMQaGig4dPPcPz4I/Zx44g671wMsbEAlDSX8NHWj9hUs4mJaRM5rddpRFuigy/WVA4/vwsFCyFlGAy5EBKCw+78AZVF22qY9XMpzW4/k/smcNLAJOLCzCH5XIQQQgghjlKHX8CkKMplwP91OBQJpLUuTcBzwGiCxS8HbtI0rWVf7i0B0+GluqiAeW/8F4P1FAZWzGH7YIX1WS7uLNjEPfyBk8YOZmo/CZfE4aW4zsWj323huV6rwBzGvY5NXNbvUqx3/pOEfz7Bd28XcOLve/PVU3/nnHsfQdc2sbAQxwiPy8W677+haP0a+k+cSt/jJqE3GFADKttWVbFlaTmJPSIYdEIa9shgyOPZsYO6N9/CX1VF1DlnE3bCCSgGA6qmsrh0MZ9u+xSb0cZ5vc9jSPyQYO/AgB+2zYF17wef+jb0Yug5GXR6NE1jY2kTn64tYVulgwk5cZwxNJWkSEuIPx0hhBBCiKPW4RcwdSpCUYzAQuANTdNeUhTlr0AGcAXB4t8Btmma9sC+3E8CpsNHXVkJ37/8HEb7KfSrWURZtpsl2Q7+VJjLn/gDM8cNYUpfCZfE4elPn27gkpGJDJh3FSVnPsO/f/4Pf9GfhWv1aqpHnAeA17UWg8nEoMkzQlytEIeG2+Fg9TefU74tjyEzTiZ7xBgUnQ6/N0DuknK2r62i17AE+o5PxmgKhkCu5Suof/dddOHhxFx+GZY+fQBo9DTyef7nLCxZyNjksZydczax1mBPJup2wJq3g0PhcmYEeyvZ4wAobWjh87WlLNleQ7+kCM4ankr/5AgZriqEEEIIcfAd9pN83w1UaZr2Uuv+QqBQ0zQVQFGUtcCAUBUnfpvGqgq+f/k5TBEnk1O3mqpMJz/2bOb+wm38ids4edxQJvdNCHWZQuzRTZN78fdvcnl+6MWk5X1PnDWO/KwwYt7JJeciE9+8V8KJ10zjyycepu/4iRjN0mtCHL3agqWK/K2MOOVMxp/3OxRFwdviZ+PCYnZurqPfuCROu3Uoer0Ozeul8Yuvafz8cyyDB5N4/30YE4Jf8zfVbuKDLR/Q4GngzOwzeWn6Sxh0BvB7gpN1b/gIbHEw/FKY+gAoCm5fgG/XlvDVunIirUbOGJbKdRN7YtDrQvzJCCGEEEIIOAQ9mBRFORn4optTV2ma9paiKHHANmCEpmk7urk+E1gKXKtp2lf78ppHSw+m7998hfqycs7/0/2hLuVXa66t4etn/4U5fCY5zlyawov4cmATD5cU8GftNk45bhiT+0i4JA5/9362gQtGpDB43uXUnPkcD61+nMeirqT5u9m0nHYt1UVNRCdUUFtazNizLwh1uUIccMFgaRYV+XmMOPkMMocMR1EUWpq9rJtXTFVRMwMnptJjcByKTiHQ2Ej9Bx/iXLyYiJknEXnGGeisVgJqgHnF8/h026dkRWRxfp/z6RHZI/gijSWw6rVgb6V+p8Gg88ASCcCmskY+WFlMQY2Tkwclc+rgZMItxhB+IkIIIYQQx7TQ9WDSNO2bX3ida4FZewiXRgCfAf/pLlxSFOXa1us7ycjI+O0FH0bM4XYqNhSEuoxfzdXYwDf/eQJz+Ilku/JwWgv5fEADjxTv5E/arZwxYTgTe8eHukwh9snNU7K5//NNvDLmOuLWf0hOdA7rkjxkVFWREuVi06Jm+k8Yzvp5s3E1NmCLjAp1yUIcEG6ngzXfzKJ8Wx7DTz6D8eddjKIoOOrdrJ2zk6ZaN4OnpDHm9J7Bp75VVVH3xpt48rcRfeFFxP7+ahSdDqfPyWeb32F+8XwmpU3i8YmPE2YKCz4JbscCWP0G6Aww8iqYcj8oCk1uH18sK2L2pgp6xYdx0egM+iVHhPojEUIIIYQQexHyOZgURVkH3Kpp2o9djl8IPA/crGnae7/mnkdLDyaApy+8gutffQGz3RrqUvaJq6mRr558DKN9Mr2cO2ixFfDh4Dr+VlrC3eqtXHDCSMZnx4W6TCF+lb99vZnJfeIZv/RaGk97ijtX/I1net5F7UsvY7jpPnIXl5EzUmPL4h+ZetX1oS5XiP3icblY/fXnlG3NZcTJZ5A1dERrsORhzXeFOJu8DJuRQVKPYA8jb3Exta++SqC2lpjLL8c2MvhUxQpnBe/lvsfW+q2clXMWUzOmBofBuZtg3f9gy1eQMQ5GXAERyWiaxpqd9by/oph6p5fTh6Zw4oAkLEaZQF8IIYQQ4jByeM7BpChKNJANLOly/DTgGWCGpmlHR1L0GxmMBr588gnOve++UJfyi5wN9Xz99OMY7ZPp4diBw76dz4c08deSEu4K3Mol00YzukdMqMsU4le74YRsbvvfWsadcBuRK19ldPJoFhkLGGizEdFUiM+jxxqRRUtTI3VlpcSkpIa6ZCF+Nb/Xy7rvv2HHmpWMOOVMxp17EYqi4GzwsHp2Ec56D8NO3BUsufO2Uvfaq2gBldirrsTSvz8Am2o28U7uO/hVP7/r9zv+b2TrA2Nrt8PyF6G+MDhh9+8+BoOJFm+AWSt28tX6cgakRnDLlGwyY+0h+hSEEEIIIcRvFepJvrOBck3TfF2O/4tgKvZKhyfCLNY07aZDWdzhIOm4HEoW5oa6jF/kqK/j62cexxw+lcymHTTbt/Ht0Bb+UryT2/23ctWJoxmRKeGSODLF2E2MzIzhe3c4M6pf5OIRV3DLyr/x3I1/o+qBBxn1yJMs+3w7x11wCYs/eIdT/3B3qEsWYp+pgQCbF85j86L5DJp6Iufe+0hwaFujhzXfFdFc52b4iZkk9QwGSy0//0zt62+gjwgn9vrrMffogaZpLCtfxrub3yU5LJkbh95Ienh6cBhc0RJY/hIYrTDmekgZCkBhjZO3l+WztbKZM4am8srlI6W3khBCCCHEESzkQ+QOhqNpiJzfH+DFS6/n+MvOZ+jM6aEup1vNdTV8/fS/MIVNo2dzPo1h2/hhaAv3lu7kdt/NXDNzLEPTo0JdphD7xeHxc82bq3hnpgH9uvf4qPc4NE1j8vfVWPr3Y11tOj2GxJG35EN6jz6OtP4DQ12yEHulaRr5K5by85yvyBlzPIOmTEdvMOJs9LB29k6aalt2C5Zq/vsKxpQUYq++CmNSEqqmMr94Ph/mfciA2AFc0v8SYiwxEPBD7ixY+w4kDYLR10FkKgFVY0FeFR+sLCbCauSSsZny/4MQQgghxJHl8BwiJ36ZwaDH3AsWvv0OQ06aRoceXYeFhopyvnvhaQzWaeTU/ExVciU/9Xfx59IybvHexm2njmZgamSoyxRiv4WZDUzrn8gXNUbOaqnjrJihXL/6MWZe+g/qbr2TEc+8wPdvbGHalRfx9TP/5Jy+D6PTSW8McXjauXEdK2Z9THr/QZx55wMYLRY8Lh8rvtpOXamD4SdmkpwdBUDL+vXUvPwyxqRkkh54AGNiAn7Vz5fbv2RW/izGpYzjX5P+RbgpPDi/0tLnIO9b6HsKnP8WmMNxePx88FMBP2yuZGLveB49ZzAxdlNoPwQhhBBCCHFASQ+mI0B9YxPvX38X/aaOY/LvLw91Oe0qC7Yz7/X/YrBOp2/5IvL7NrE1281N5VXc1HIjD54zmp7xYaEuU4gDxu0LcMXrK3jrtEhMS5/mx1EXs7F2IxfnxYOmUhAzjvBoC801KzBazAyaPCPUJQvRSc3OQhZ/+A5RSSmMPvM8rGHh+L0B1s8voWRLHcOmZ5LWLxpFUWjZuInal17CkJBA7LXXYExMxBPw8Pm2z5ldNJvpmdM5K/ssLAYLOKpg2fNQvh6GXwZ9TwW9gbKGFt5YUkheRTMXjEpnRv9EDHpdqD8GIYQQQgjx20kPpiNZdGQEpiGwfu58hp9+CpEJoX8K286N61j68YcYrSfTt+grVgx3ovU0cV1pAzd6buWxi0aRHHlkPPlOiH1lMeo5e1gaHxQGuFRvZKIugg9rN+OdeS/uW/7MgKdO4ds3tjHz+hl88a+H6TP2eExWW6jLFgJnQz1LPnoXv8fD5MuvJSI+ATWgsmlRKdtWVTJgQiqn3TIURafg3ryZmhdfQh8bQ+Kf/4QxORlPwMN7ue8xd+dcTu91Oi9NfwmjzggNxbDkGWgsgbE3wtQHQVHYUNLI64sL8KkaV4zP5M8n9wv1RyCEEEIIIQ4y6cF0hHC0eHjnhitQjFFc+/LzIR0ql7v4RzbMW4DeMJX+W9/n2+O99Egxc1ytl7s8V/LkhSOIlqEP4ijlD6hc+uoKXjsnBevsO9k0/X4+2vYxt3sm4d6wkYbx59Nc6yY6sYaS3I1MuOjw6XUojj0+r4c1X8+idMsmxp13McnZfdA0je1rqtm4sISckYn0HZ+MXq/Ds307Nc89hy48grhrr8GYmoo34OWzbZ8xu2g2Z2WfxcweMzHoDFCTD4ufAq8Dxt8CqSNQVY15W6p4b8VOMmJsXHlcljwNTgghhBDi6CM9mI50YVYzaRefRfHri5j9zIucdNsNh7wGVQ2w+H9vU1vaiMU0hd4bXuGdk2CaXSOxKYn71dN57pJh2M3y10ocvQx6HZeOy+T1DU5uTBzIgPoy3gl4qBiShuWDD8k8H2YvbaDP2IFsmDubxqoKIhOSQl22OMZoqsqWxT+yYd4chp50KqPPPA9FUSjNq2f17CLS+kRzyk1DMJr0+MrLqXr+eVSPh/jbbsOUmYkv4OPDvA+ZXTib03qdxsvTXw4GSxUbYPHToDPAcbdBQj98AZVZq0v4dE0JE3LiefL8oUTajKH+CIQQQgghxCEmPZiOIJqm8dzDZ6NtTWLKNRczYPKEQ/baHpeT7154Cp2+JxZfImmb3+C5kwPcEPBQrE5gqX0q95/aX+bWEMcETdO47LUVPHNWNtFfXkHpmc/xrzVP8ve4q2n48EP0v7+DTQtLGTwljKUfv8+pt90V6pLFMaRkyyaWffI/sgYPY+hJp2EwGmmodLFs1g7Cos2MPDkLi91IoKGBmpf/i7eoiLgbb8A6YAA+1ccX+V/wdcHXnNrzVE7rdVpwKFzZWlj0b7DFBoOlmB64fQE+XFXMtxsqOHVIMucMT8NilInthRBCCCGOctKD6WigKArn3fYWH91/NvNefQt7bBRZgwcd9Net3JHP/DdfwWg9nlRXI+a693n2LJUH6+r5RDsPW+8TePi4Hge9DiEOF4qicNPkbJ5dXMkD/c8gNX8+qWGpbIhzkeb1EuEuR9NADURhi4ykePMG0vsf/H+r4tjWXFvDovffxGyzc/Itd2CLiMTt9LHss204Gz2MPaMnUYk21JYWal56Hdfy5cReew32sXeiaipfbv+Sz/I/Y2aPmbw07SWMemNw0u5FT4AtBk76B0Sm0ez28e6P21m4tZrzRqbx9tWj5ZcLQgghhBBCejAdieYtXULef/9BwJ/Mmff8gbT+/Q/K66hqgFVffkbRhlwU3QRyin+gIKeeVX1auLOykof913HqxDFM6Zt4UF5fiMPdje+u5u7pvcj85hIaz/0vdy55kGcHPkjVX/5K9D+eZMG7eUy5vAdfP/1Pzvnzw+h00rtDHHh+n4/VX39O6ZZNTLjocuIzexAIqGxcUErhhhpGnpxFau9oNL+fhk8+penrr4m++GLCTww+5XBR6SLe2vwWk9ImcUGfCzDpTVC5GRY+DuZwmHA7RGdS5/TyxuIC1hY3cMnYTKb3S0SnC918gEIIIYQQIiT2+A2gBExHqNc/eAX1i29xGxOZdt1l9Bk39oDev6a4iB/ffg2dsRdWNY3MDW/ywVSNIfEWxtb6ucdzOQ+dPZIecTKBqzh25Vc18+y8fJ4eWgYVG3kzPolYayxjvinC0rcPeb5sohJsNFcvx2A2M2jyjFCXLI4yBWtXsfLLTxk09UT6jp8IQOH6GtbNK6bv2GT6jElC0Sk4Fi2i9pVXiZg5k6hzz0ExGFhXvY6X1r1Ev9h+XDHgCsJN4VCdFwyWDOZgsBTTk3qnl/8u2sHm8iauPr4Hx2fHhfRBE0IIIYQQIqQkYDraqKrGcy8/hHXxWnyGbHpPHMTkyy5Dp9+/HhIel5Pln39ExfZidLrxZDVuIqBs5PUxTfzR6WSnMoHvzTN4+IxBWE3SG0OIez/bwLnDUxn203V4T/k31y9/kP+Mf4Lqm/9I8vMv8s3Lmzn5hoHMevwhTr/9Psw2W6hLFkeBhsoKFr37OlFJyYw5+wJMFiu1pQ6Wfb6d+Ixwhs3IxGjW48nPp+qppzD36EnsddeiDwtjR8MOnl/3PNHmaK4bch1x1jioK4AfHwvefMIdEJdNo8vHKz/tYH1JI9dO7Mn4XrESLAkhhBBCCAmYjkYef4CXXnoQ/YalmL2TMcY0Mu3aq0jt3e/X38vlYu23X1Cwbj0m+wiiVDspm/7H1xMUrBlmfldWyiO+Kxk/ajRnD0+VHzKEaFXV7Oauj9fz+nQdys/vMmfgTAqbCrlgZyr+inLqh51OQ5WL+NQGCn5exQmX/T7UJYsjmM/jZsWsj6nZWciEi68kJiUVT4uflV8V4GryMu6sXoTHWPDX11Pz7H8INDUR/4c/YEpLpcJZwYvrXsQT8HDDkBvIiMgAR3Wwx5KjAk74EyT0o8nt47WfClhdVM/vJ/RkYo70WBJCCCGEEO1kku+jkdmg59prH+alV/9NU8lH9C6YxrdPvUtEspHRp51K+sAh6A17/iMO+P2Ubc1l86L51JdVY7AMItI6lfS8LyjKdvPseT5ubWqksXYEd+mv5KFzBpMSZT2E71CIw19CuIVh6dHMaQznRI+D6bYMbt4+izMmn4HnD/eTecYZbFnaSL/x/di44HtqiouIS88MddniCLRj7UpWffEpw085k/Hn/Q6ALcvK2bK0nBEzs0jvG4Pq9VL72us4Fy8m7qYbsQ0fjsvn4r8/P0dubS43Dr2R/rH9wdMMCx6FklUw8Q7IGEuz28cbc7exorCOq47rwW1TcyRYEkIIIYQQ+0x6MB0F/AGVl/73KYaqxwnbEIfZMA2H1Y9iqiEsxk5Sr57YI6PRm4z4PR4aqyqpLy/D7fBgsqURCPQgVgmQsPVrynsGmNW/gbMVHYMcev7Scj4TRw3j3OFpMpmrEHvg8vq5+o1VvHV2Asa5D5I77c+8t+U9/hxxPg0ffoThmjvZsKCEkSfHMvfVFzjzrgfkB3exzxx1tfz4zmuEx8Yx7pyLMFosVBc3s+zz7aT1jWHw5DR0egXH3LnUvfU2UeeeQ8Spp6Ip8OX2L5m1fRaX9ruUE9JPQAn4YPUbkPsFjLsJep+E26/yzrIi5udVccX4HkzrlyB/P4UQQgghxJ7sXw8mRVF0wBRgEpAGBIAS4AdgsXY0plRHEINex02/O5cvVw7ByYPk6T+h1+YI4uoH06JlU9wAmqEOTdHQ6Y0YdIkY6EGyro6IovUogSX83M/A52d5ONOv8VCTxvP+01iWOpS/T80hwmIM9VsU4rBmMxk4Y2gK/9umcmlUBv0aKjDoDOQnQazfT7ijGEWno6XZQkrvfuQtXdQ+IbMQe6KqAdbN+YYda1Yy8XdXEp/ZA7fTx9L38/B6Aky5tB/2KDOeggKqnngCS+8+pL/0IjqrldWVq3lp3UtMSJvAS9NewqjoYeMnwXBpyEVw2SwC6PhsTSkfry7mwlEZvH3VGPlFghBCCCGE+M1+sQeToihXA/cCDmA1UE4wmEoGxgB64K+apr1+cEvdd8daD6aOyhtbeOOLHxhR9wZbw+uodJrIqDKT6rAQ0QI6dLSEG6kLV9ga76MiCQbrDEytryVAJq96phCWOoBrJ/UkIdwS6rcjxBEjoGpc+upyXjovh/BZV1Bzzivct/RBnhn8MBUPPEDc48/wwxu5nHRdfz5/9EHOvPsBTBYZciq6V1mwnUXvvUHO6HEMnnoSKApblpazdUUlo07JIiUnGtXloubFl/AWFpJwx+2YMjIobi7m2bXPEm2O5oYhNxBliYLiFbDgH9DzBBh9HZrBzLwtVbz6UwEz+idy8ZhMTAZdqN+yEEIIIYQ4Mvy2Sb4VRfkGyAVe1jQtbw9tBgI3ANmapp24n4UeEMdywNRma2UzHyxcR3zFQkbr1uM31uMwKqg6sKMjWtUTFTBRou/BXE9/tlsGMG1gCqcOTsZmkqm5hPgt5udVsaqwjjvjlkHAxxs2I3G2OMbOKcGU1YMiywB0egVbWDnFuRuZePEVoS5ZHGa87haWfPgOrqYmJl1yFfaoaOornCz+JJ+0PtEMnpyGolNonj2H+vffJ+bKKwg/4QRcPhcvrX+JnU07uWXYLfSM6gkNO2HeX8EUFpzAOyye1UV1PDsvnyFpUVwzsSdhZvl6L4QQQgghfpXfHDD10DStYJ9eQVF6apq24zcUd8BJwLSLP6Dyc3EDm8qaKKhx0uT2YdTpsJsNZMRY6Z0UztD0KAmVhDgANE3jurdXc//JfUj/+nf4zvkv1y/+M0+Pf5zam/5I6osv8vXLWzjx9wP5/uV/cdyFlxKTkhbqssVhYsealaz68lNGn3keWUOG4/cFWPNdEbVlTo47N5uIWCue7dup+tcTWAYNJPbqq1FMJmYXzubDrR9y5YArmZA2ATwO+OlJqMqFKfdBYn92VDt44vutxIeZuWlyNvHh5lC/XSGEEEIIcWT6zQHTq8ALmqYdUWmNBExCiFDZVtnMs/PyeWacE3K/ZP6Ak9hct5lLq3Lw5G3FP/MStq6oZMjUSBa89V/OuOM+mVD5GNfS3MSPb7+KJTyC487/HUazhZK8elZ9U8CgSWn0HBaP1tJCzfPP4y0tJeH2OzClpbK9YTtPrn6SIfFDuHzA5ZgUA6x7D9b9D8bfAjkzaGzx8/TcbVQ2u7lzRh+y4uyhfrtCCCGEEOLI9psn+TYCCxRFyQNeAN7TNM11ICsTQoijSU5iODF2E8vUDMY6X+MESzKf1n2KY9xZBGZ9QeKZzfj9Kl63jYSsnuSvWErOmPGhLluEyNbli/l59tccf+FlpPTuS4vDy8IPcjEadcy8fjBmqwHHwoXUvvIqMVddScIdd+D0OXlm5b+oclVx75h7SQ5Lhp3LgvMs9TkZLv0MH3reXVLI97mV3Dw5h3G9YkP9VoUQQgghxFFuXyb5DgcuAq4C+gLvAi9qmrbh4Jf320gPJiFEKDW4vNz83lrePDsR/Zx72TbjQV7b9DoPpV1L9VNPE/2Xx5j7Zi4nXduXzx57iLPvfgijRSbVP5Y4G+qZ/+Z/iU5KZszZF6I3GMhbVkHe8grGnNGTpB6R+Kurqfzn4xji44m/+SYUq5VvCr7h022fcvXAqxmfOh4cVfDDw2AwwZT70azRzM+r4r8LCzhrWCrnjEhDL0+GE0IIIYQQB85vGyK3W2NF6Q9cDVwC5BMcPvfOfpd3gEnAJIQItbeWFmLS67iw+Q1IH8Pf61czI3MGGe8uxDpiODsCvTBZ9ZjMxZTm5cqE38cITdPI/WkBmxb8wMRLriKxRy+a69ws+mAriT0iGDo9A50CDR9+RPOcOSTceQeWfv3Y0biDf6/6N8MShnFZ/8swosDKV2DbbJhyP6QOJ6+imX/NyaN3Yhg3nJAtE3gLIYQQQoiD4cAETO0XKUoc8AxwgaZp+v0o7KCQgEkIEWr+gMplr63gpQv6EP7ppTSe9wa3L76H58Y/QcWNt5L64kt8/XIuJ14zkO//+2/GnX0BcRlZoS5bHETNtTXMf+NlEnr0YtTp56DT69m0qIyCn6s5/vwcopPseLZto/LxxwmbMJHoiy/Ci59XN7xKfkM+d468MzgcrmhpcDjcwHNg2KU0egI8+f1WGlxe7jixD2nRtlC/VSGEEEIIcfTa/4BJURQdMBO4vHU9F3hZ07RvDkSFB5IETEKIw8GibdX8tK2GP6X8DC11fBaXgsPn4Iyd8Xh27MA77SK2r61m2LQY5rz8LGff/SCKThfqssUB1tZrafPCeZxw2e+JS8+ksbqFnz7cSlrfGAZNTgOfl5oXXsBbVETi3XdjTEpiZcVKXlz3Ihf0uYDpmdNRnNXww0NgsMCU+1At0Xy6tpRP15Rw85RsxveKC/VbFUIIIYQQR789Bky/+JOMoihDFEX5N1AG/AfYAPTRNO3MwzFcEkKIw8WEnHiK610Upp4K+T9wRtJ4Fpcuxj1hOO4NG4m3ufC6/LidZrIGD2fD/DmhLlkcYK6mRr5+5nEaKys46+4HiU3NYP38YhZ9sJXjzsthyNR0PBvWU3zd9Vj69yftySdxRll4cMmDzC6czVOTn2JGxlSUla/AZ9fB6Gvg1H+zqUHPlW+spMHl5c2rRku4JIQQQgghQm6vPZgURVkH9AO+AV4GvtV+y5i6Q0x6MAkhDhcFNU7+NSeP5yZpsOo1Nh9/E+/mvssDKVdT/eyzRD/0KHPfzOXkGwby2aMPcsqtd2KLjAp12eIA2L56Oau/nsXE311JUq8cGipdLPpwG1mDYhk4MRXN66H66WcINDSQePdd6CIj+WrHV8zKn8XNw25maMJQqNwEc+6HPjNh5NU0egL8e04ezW4/d8/sS2KETA4vhBBCCCEOqT32YPqlGUA/Al7VNK38wNYjhBDHhh5xdlKjrPzkiud4vYn+zmZsBhsb7fWkp6airV9Bz6E92fxTBRMuupyF777OSTf+MdRli/3gcbn48Z1XMVksnHXPgxgMJtbNK6ZkSz2TLupNRJwV1+rVVD/zLDFXXE745MmUOkp5dP79DIkfwgvTX8AY8AefDldfCGf8BzUsmU/WlPDZ2lJumZLDuF6xoX6bQgghhBBCdLJPczApiqIAJwGZdBlWp2na8wentN9OejAJIQ4nTW4f17+9mjcvzMb46VXBCb9/uovnx/2b8ptvJe2ll/jm5VymXNaP5Z+9Qa+RY8gcNDTUZYvfoGTzRpZ89C7jzr2I9AGDaa5zs/B/W0nvF82gSWlo7haqnnoKraWFhDvvRAkP44O8D1hYspB7Rt9DZkQmbJ8Pi56AsTdC35PJr3Lw1683c3x2HJePz8Kol3m6hBBCCCFEyOzfJN+KorwPTAM2A2qHU5qmaVP2u7wDTAImIcTh5tM1JdQ6vFxjXwh+L5/FxOP0OTl9Zxye/O0oZ17OmtlFTLooi1mP/5Wz//QwBpMp1GWLfeT3+Vj8wdt4nA4mXfp7TFYrW1dUkresnAkX9CY6yY5z+Qpqnn+e2N//nrAJx1PcVMw/VvyD41KP46K+F6Fz1QWHw1kiYcq9ePQ2np+/na2Vzdx3an9So6yhfptCCCGEEELsd8DUCAzQNK3kQFZ1sEjAJIQ43GiaxpVvrOTRswaS9OXvUM98gRuXP8Qj4x/Bc/dfiP+//2PVmgCpvaPwOLZQW1LE+PN+F+qyxT6oKyth7msvMnTGyeSMHk+Lw8ui/20lKsnOiJmZKD4vVf/+N5rHS8Kdd4DNyntb3mNZ+TLuGX0P6WFpsP5D+PldmPogpI1g+Y5anvphG5eMzeTkQUkEOxILIYQQQggRcr/9KXKtCgH/ASlFCCGOQYqicPdJfXls9laYcj+6uY9w67BbeXrN0yTcfQ9Vj/2TUadksXbOTnoMH0t1USF1ZUdEpn/M0jSN9XNn8+Pbr3LSDX8gZ/R4CjfUMPu/Gxk6PYPRp/bAu3kzxdddT9hxx5H88EPsDFRz07ybMOvNPDvlWdI1A3x4GTTuhEs+oTFmMH/6dD1frCvjxUtHcMrgZAmXhBBCCCHEEeGXJvlucwMwR1GU/wENHU8cjnMwCSHE4ahfcgRRNiNL3ImMN5jp72zCarCyzlBGz5EjcH33FcOmH8/qbwo54bKrmff6S5x51wMSMByG3A4HP7z6PPEZWZxx530EfLDgvTz0BoVTbxqCXqdR/fzzePO3k/rUkyiREbyx8Q1WV63mgbEPkGJPhnXvw/oP4MS/oyX058v15by3vIjbZ/RhVFZMqN+iEEIIIYQQ/9/evcf3WP5xHH9dG4Yx5jAzM4c5zXG0OeZcTjmUqJQUSYl0QJFDiFKSUqTDLyVK5VzkEAqJjOY4ZzHDzJiNjZ2u3x9bHpLy1Q7fTe/n43E/2n1/r/u+35fH4+773WfXdX1viqMjmIYAZUhb6Lv7VVu3LMolInJLeu7OKry35iBJLUbA2ld5us5TzNg+g0I9e3B+0WJ8y7oSG32J5KRC+NWsw841K5wdWa5xfM8ulkyewG0dutDgnvuIPh7P0mnb8Q8sSdP7qpAScYzwJ/uTr0wZfCa/yck8Fxi4ZiCF8hViasup+KQCX/WEuJPw0HwiC/jz1JxtHIm6yGd96qu4JCIiIiK5kqNrMF0Ayltrz2R9pIzTGkwikpMt2HacMxcu0899AyRfYnmpcvx+/nd6pTYgZv58PAaPZO3svXToX5OFr4+lbf9nKFyshLNj/+elJCezaf6XxEVH0/LRfuTLX4Dta8I5eeg8LR6sSv5CeTn35ZdcXLce79GjyFO6NAsPLmTl0ZWMqD+CsoV909ZZ2jkP2r2GLVmN+dsiWPRbBKM6Vqeqd2Fnd1FERERE5EYyvAbTIRyfTiciIv/gnrpl+OVQNKf8u8P+5bQtFsjes3s5XdETkzcv5sAO/GoUJ+znU7R4+DF+/PQjHPljgGSd2DOnWfTGOIr5+NLuqWdJSc7D9x/sxMXV0K5fTfIkxHD86aexiYn4Tp9GrKcbQ34awtlLZ5nWahplrUvaqKWLZ+CheZxyq8CTs7cSGXuJT3sHq7gkIiIiIrmeoyOYhgOPAHOAs8CVk3LiGkwawSQiOV3YyVg+XHeYKc1c4Jf3OH7naF7/9XWmBI0nYtAzlPngA77/MIwWPauxc/V8ipUpS7XGzZwd+z/p0NZf2bZsMXc8PgBPbx+O7Ylm24qj3N69CiV8C3Hhp5+InvkppV4aTv4qVVh7bC1zwuYwJHgI1YpVSxux9NtsaP86tkQVvtl6nG+3n2BUx+pUKaXCkoiIiIjkKn87gsnRAtPav3nJWmtb/dtUWUUFJhHJDcZ+u5s7q5ei8cEpULEln1w+RskCJWm214XEo0dxvfsRNn97mDt6V2XhxDF0em4YBQp7ODv2f0ZKcjIb5s4i6dIlWvTqi3HJw6ZFh0hKTKVJt0q4kkLU5MnY5BS8hg4hwTWFSVsm4Z7XnUH1BuGWGA/fvwhFy0HzFzh5IZmXF++mrp8njzetQB5XRwcRi4iIiIjkGBkrMOU2KjCJSG4QeymJJ2Zt5dOe1XH7+kGSHviC/uueZ1LTSVwYMgqvIYPZGQYeJQpQ2PM821cto91Tzzk79n9CXPQZVn74LtWbtSKgSXNiTsez7st91GhWBv+6Xlw+fITI8a/g+dBDFG7dmtDToUz9bSpP1n6S+qXrw6G1sH4ytH4Z6xvEvK3HWbL9BKM7VqeyRi2JiIiISO717wpMxpg5wEvW2qP/eHVj/IHx1toe/zpiJlKBSURyi+92nODQ6Ys843cYjv5MaJ2uLDy4kBF+j3Nq3Dh83pvOd9N20rZvDTYv/IxytepSoW6Qs2Pf0o78FkLIdwto/dhTFPPx5eDW04T9fIIWPatRyNON8wsWELdyFd5jx+DiVZJPdn3CwZiDjGg4Ag+TF1aPg6QEaDOes8n5GL14F9W8C/Nkc3+NWhIRERGR3O5fL/I9FVhsjPnOGPOoMaa6McbTGFPcGFPTGPO4MeZ7YAHwTmYmFhH5L7irVmn2nDzPYc8mcD6CwFRX8rrkZXuekxS6vSlx87+hcVd/Nsw7QJP7HmbLkvkkJsQ7O/YtKTUlhfVffsbBLZu4+8WXKeLlw/qv9nPqyHk6PFWbgnmTOPHCiySfPo3v9Gmc83DhmbXPUCx/MSY2nYhH9BGY0x0qNIdOb7P2SDwD5mzjiWb+DGxVWcUlEREREbml3XCKnDHGBegOPAY0AfKnvxQPrCFt4e9vbA6aa6cRTCKSm4SfjWfMkt183LUMZvEAYrt/wrM/Deb9ltOIfGoQpceNZcsv8ZSuXBQXc5yDW36hdZ/+zo59S4k/H8OKGe9QtVFTqjdrRWx0Aj/O2UfNpmWoWLckCdu3c3ryW5R89lkK1qvLT+E/8XnY57xU/yUqepSHje/AiVC4azLxeYvy2rK9uLoYXmxXjQL5XJ3dPRERERGRzJI5azAZYwxQnLTFvaMzIViWUIFJRHKbD9cdopi7G91Sl4O1rPQqx/5z+3ncoz1Rb7+N15tTWDZtB+3712bd7BlUaXg75WoFOjv2LeHkgX2s/+JTWj7aj5LlKvD7jjNsXxNOi4eq4lGiAOc+n038tm2UHjuGlEIFmLJ1Cqk2leeDnsctPga+fQaqtIHbehN6/DwTvw+jf4tKNK9S0tldExERERHJbP96ityf2DRncnJxSUQkN+rdpAILfzvO2YCesG8Zd3rW5GjsUX73TCZ/jZokLF9K8F0V2LTwEM179mHzgq+4HK+pchm1Y/Vyfl08j86DR1DctxwbFxzk6O5o7hpQm0IFUjkx9AVscjJlprzFMc4yYPUA6nvXZ3iD4bgdXg8L+kLr0STXfZR3Vh/kkw1HeP+h21RcEhEREZH/HC0IISKSA+R1dWFo22q89v0+uPMVzKqRvBD8Am+GvEmR3r2IWbSIUsVTsEDUscs0vLcH62Z/4uzYuVZyUhKrPnyPC2ej6fz8cFJS8rLs/Z2UKFuI5j2qknzoAMefGoDngz0o3qc33x3+jklbJvFKk1do6dMEVo6Efcugx1eE5y1Pn89C8PUswDsPBOLpns/Z3RMRERERyXYqMImI5BCBZYvi7paHjRe8oUhZSh77lbsq3sWs/V/gNWQIka9NpPE9/mxZegTvStVxzZuXI6FbnR0714k9E8WiN8ZR8bZgGnd/iMjf41j1yW4ad61ElWBvYubPJ2rqu5R5ewqudWow7pdxHDl/hHdbvYv3pYvwxX1QJgg6vsX3+84zfMFOxnWuwb23+ZI2k1xERERE5L9HBSYRkRxkcJsqvLvmIJeaDIVN79PFpznbo7ZzyrcgeX18uLRhLUEdyrNxwSGa9niELYvnceniBWfHzjXCd+9g+fQptO7zJBXr1WfXughCfzhG+ydrU9TThRMjRpB08hS+707lZJ6LDFg9gBZlWzCo3iBcdy2AZUOh0ztcqtKJkYt2su3YOT55NJjyJdyd3TUREREREadyuMBkjHnEGPOzMeaQMcbXGPOZMabQv72xMaaXMSb0qu2IMSbJGFPKGFPEGDPPGLPLGLPHGPPiv72PiEhuUjh/Xh5pXI7pGyKg5QjMD6MZVn8Yb2x5g2ID+nPu89mULu2Ki4vh5OGLNLn/YX6c9bGzY+d41lq2fb+EHatXcPcLoyhcwpsf5+wjIS6Rtn1rYk5HEN7/KTw6dKDkwAGsifiR8ZvHM67xOJqVCk5byPv0HnjwKw4kFqPPp1toHVCKEXdVJ18e/a1GRERERMShT8XpBZ7BwAekfYtcHOALvPdvb2ytnWWtDbTWBgLBwClgoLU2EngFOG6trZn+Wn9jTKN/ey8RkdykbQ1vDp25yF63GpCnAD6nwmju25yvjyyk5LPPEDnxdRrd48+25Ucp4VeZ/IUKczBks7Nj51gpyUn88NE0EuPj6fD0EC7HG5a9v5MKdUoQfFcFLq5fx6mx4/B57VXcGtXnzS1vsuXUFt5r9R4+iZfgi/uhWkds69HM3XqSid/vZcr9gbSs6uXsromIiIiI5BiO/tn1CaCjtXYWkGqtPQ90B+7KpBwvAqettR+k7z8DDEn/uTTgBpzPpHuJiORoxhhe7lidCUvDSG45EjZM4b7y7dkQsYFzVUrhWsyTS+vXUr9zRTbMO0iT+3uybdliEuJinR09x4mPPc/iNydQvk49Gt77ACcOxLD6sz00u78K5WoU48yMGcSuWoXv+9M56+HC02uepmbJmgyrP4y8+1fAd89Dl/eILduC574K5cyFy3zYK4hSHvmd3TURERERkRzF0QKTO3A6/ec/VjCNB1JudKIxpoMxJvk6W6/010uQNjrquT/OsWmSjTGzgV3Aj8A+B7OKiOR6Xh756VzHh49/jYKmg3FZM54X67/I67++Tomnn+bs57PxKpaKW8E8HA+LpemDj7Bm5gdYa50dPcc4E36U76ZM5PYHelG5QWN2/nic3esi6NC/NoXdLRGDB+Pi4UHpV15h67kdjNgwgheDX6Rd2dZp3xJ35Cd48CvCEorSb1YIDzUsx8BWlXF10ULeIiIiIiLXcrTAtBJ43xjjCVhjTB7gNWDNjU601i6z1ua5zjYrvUk/YLG19vB1zu0JlACKAaOvfd0Y088YE3LtFhUV5WC3RERyrm63+bLt6DkOeQRD8mXKnYugnlc9Fh1bmvatcuMn0KBTBbavCcfTuyJFvX3Yu+FHZ8fOEQ5v28JPn/+Pu555geJly/PTl/tIuJDEnY/VwJ4I5/iAARTr2RPPHj34Yu8XfLP/G6a2mkoFkx++7AGlA6HDJOZtj2Lyyn2892A9gssXc3a3RERERERyLEcLTIMAL+AMUBS4CNQibSpbRt0PzLz6gDGmrTHGB8BaewH4Eqh37YnW2g+ttUHXbiVLlsyEWCIizmWM4eXONXjluz2k3jEW1r7Kw5XuZdWxVZyt4Em+8uWJ/2EFDe/2Z/03+2nY9X52r1vD+dORzo7uNNZatny7gP2bf6bL0FG45i3E8g92UaaKJ/U7VuDC2h+JnDABn9cn4lKnBqM3jiYhOYHXm75OweMhsOBxaDuBS9XuYfiCnRyNvsgHDwdRopCbs7smIiIiIpKjOVRgstaes9beBfgADQB/a+0d1toMDRVKHxFVCdh4zUv3AS+bNG7p+zccLSUicqspU7QAdwSUYtZvMdBoIK7rXuel+i/x6uZXKfbE45yfP5/i7pcp5JmfI9vP0rrPk6z+33RSU284g/mWk5qSwg8fT8OmptL2yWeIi05k+Qc7Cb6rPP71SnJmxgwurF2L7/vTiS4Mg9YMom35tvSt+Rhm47vw22zoMZdjLmXp+1kIbaqXYnCbqpoSJyIiIiLiAEe/Ra5X+ppJbYEAoFX6sQeMMXcYYwr9y/tXAk5aa5OuOT4YKALsBLamb+/8y3uIiORqD9b3Y92BM4SXbAYXz+AXe5qmZZoy9/B8vF4cRuQr4wm+qzy710eQN39xKtVvzJYlC5wdO1slJsTz7ZTX8KtZh/pdunE87Bzrv9rPnX1qUMLbjZPDhuNSsCDe48ay9ex2Rm4YyciGI7m9ZD1Y+CQYA/d8wA+HLjJi0U5e61qLltX0LXEiIiIiIo4yjiwIa4zZADQCTgLhQJn07RhQAMhH2rfMXTsSySmCgoJsSEiIs2OIiGSa389cZPzSPXzUrSLmm0dIffArntkwjOdve57CX/1AnuLFSW3cll8WHqL9EzVZ+u4k6ne+l1IVKzk7epaLO3uG5dPfpnG3B/GpGsDOHyOIPHKeFj2rYWLPcWLYcIr1ehj3pk35Yu8XbD+9nTGNx1Dw4hlYPBBuf5aUCi15c+U+4i4lMapjddzyuDq7WyIiIiIiOdHfDu93dA2mvcBIa62vtbaRtdYPGAKssNZ6Ay8Bb2U8p4iIXE/5Eu40rFicr3ZfhMaDcFn9CiMajGDirxMp8ujDxH7/PYVTY/CrXowda4/Tus+T/DT7E5IuX3J29CwVdex3vn93Mq379Kd0lQA2fH2ASxcSuaN3dVIOHyDi+cGUevEF3Jo0YuwvY4lPiuf1ZunrLS0eAJ3eIab07Tw5eyuVShZi/N21VFwSEREREfkXHB3BFAV4W2tTrjrmCkRaa0sYY1yAc9baIlkX1XEawSQit6KUVEufT7fwatdalFk/DGp0ZXFqDKfjT9Or8B1ETpyI77RprPhfGMF3lefCmf0c2vYrrfv0d3b0LHF0Rygh3y2g/cDB5M1fiDWfhVGuZnGqNSpN3Jo1nJs7F5+JE7lQ0IURP4+ga6WutPZrBZtnwPEQ6DyVfWdTeXnJLl7qEEBt36LO7pKIiIiISE6X4RFMZ4HW1xxrBcSl/+wHxNx0LBERcZiri2FM5xq8vHgXqXe8Ausm0blMc/ae3cvvRRIp3Lo1Z2fOpHmPqmz45iC+NQIxLi4c3rbF2dEz3Z71a9m5ZgWdh4zAmAIsn7GT6rf7ULWhN9Eff0zc6tX4vvcex1xjeP6n5xkYOJDWPk3SpsQlJcC9H7N8fyyvfR/Guz3qqbgkIiIiIpJBjhaYhgMLjTELjDHvGGMWAguAocaYAGATmiInIpLlKpRwp1mVkszaFg0thmNWjmR4g+FMCplEwa5duLRnD+bYAQJbl2XTwsM0ffBRti5dyMWYc86Onmm2LVvMiX176DBoCBfPpbDio1006loJ38oenBozFmstpcePZ9OZECZunsjEphMJcCsOc3tA9S6kNnmOt1btZ8PBM3z4cBAlC7s5u0siIiIiIrmeQwUma+0CoC7wG2kLem8Ballr5wEXgC7WWn3Lm4hINujZoBwbDkZzyL0O5C9CiWNbuL/q/UzfPh3v0aM5PWkSfpUKkpKcysmDF2j5SD9WffQeNjXV2dEzxFrLz199TnxsLK0fe4rTv1/gxy/2cUfv6hTzNEQ89zzuDepT4vHH+Xrf1yw6uIh3Wr2DV1wUzOsDbV8lzq8lA7/chneRAoy/uxb58jj6dxYREREREfknN/PJ+jgwE3gNmA24GmM6WmvDrbWbsySdiIj8hYuLYVyXGoxZspvkFiPgl2ncWaIeMZdj2HbpAMUff5zIN96gcbdKbFtxDPdiPlSsF8yvi+c5O/q/lpqawur/vU/+QoW5/YGH+X3HGbYuP0r7J2uRPzmO408/TbFeD1OwXRsm/jqRqIQoJjadSIHD62HlKOg2kyMufvSbtZU+TSrwYAM/Z3dJREREROSW4lCByRjTDzgDHAWOpG/70bQ4ERGn8ClagHvqlmHGzxFw5zj4figvBr3ABzs+ICW4Ji5u+bm04Scad/Xnpy/2U7NlG6KPHyNi7x5nR79pyUlJfP/eW5SuXJXb7rqbvZtOcnDradr1qwknw4kYPIRSL70EgTV4Yd0L1CxRk4GBA3DZ/AHsXgAPfMEvkS6MXLSTt+6vQ1D5Ys7ukoiIiIjILcfREUwjgL7AfcAsoDwwH/g6a2KJiMiN3FO3DHtPxbELfyhRhYJh3/FsvWeZsGkCJZ57lrOzPsezwCW8K3qw88cIWj/Wn5+/+pyEC3E3vngOkZR4maXvvEHVxs2o0bw121eHE3k4ltaPVufyjlAix7+Cz6RJXCjjyXM/PscDVR+gY7m2sHQwXL4Ad7/P19uj+HzT73z4cBClixRwdpdERERERG5JjhaYPK21X5C2mHcda2040B94OMuSiYjIPzLGMLZzDV77PozLjZ+DHV9Ry7UQlTwrsST8e0q9NJxT48ZRu2UZTh6IIfZMKk0fepQfPp6OtdbZ8W8o6fIllr7zBnXubI//bfXZvOQwCRcSadajChfXrCb6f59QZuq7nCxwiaHrhjI4aDD1PavC172g/O2kNh3CxOX7OBAZx7s96uHulsfZXRIRERERuWU5WmCKMMaUtNZGAOWMMXmBGMAzy5KJiMgNFS/kxiONyvPW6sNw12RYOpjHAh5h1dFVRHq74V6/ATGzZ9P8oar8PP8AxX39Ke1fmdCVS50d/R8lXbrEd2+/Tt12nShXqy7r5+7HrWAeGnbx5/zCRcSuXInvlLfYnXCIcb+M49XbX6WKizt81RNuf56EKl0YNPc3yhUvyIi7quPqYpzdJRERERGRW5qjBaZ5wFpjjBfwAzCHtAW/d2dVMBERcUybGt7EXEzil3MeUPt+XDdMZmTDkUzYNIFCD91P/NZtcGQ/9TtWZN2X+6nXoQvHdm7n9O+HnR39uhIT4vl2ymsEdepK2eq1WTMrjJLlPAi8w4+zn33GpV078XntNX6K3MgHOz7grZZv4X3xHCx8Ajq+TWSRWjw+K4Qe9f3oUV+LeYuIiIiIZAdHC0yjgYlAPGlT484BedEUORGRHGFUp+pMXX2AmMr3QMwxfKKPck/le5ixfQbeY8dwetIkSnm7UsSrAHs3RXJnv4H8+NlHJCbEOzv6nyQmxPPt269T/577KFO1BqtnheFXozjVGnlz+p13SD57jlKjRrHw8GJW/L6CKS2m4HFiBywfDt0+YW9SSZ6Z+xtjOtegSaUSzu6OiIiIiMh/hqMFpgHW2tnW2gvW2rPW2iestT1IW/RbREScrJBbHl5sX43Ri3dj202EtRNo792I0/GnCb18iJLPDOLUuFeo164cR0KjuHQhD43ve4hVH03LMesxJScmsnTqJBrc3Z3SlQP44dMwKtQuSaXbShI5fgKuhQrj9dyzzNozi71n9zLh9gnkC/sONr0P98/ml0hXJiwNY9qD9ajkVcjZ3RERERER+U8xf/eLRfp0uKD03W+AbsDVi1h4AB9ZawtnacJ/ISgoyIaEhDg7hohItpu29iAlCuXj/lInIeR/XOz4FoPWPsObzd8k5bNvcC1alHxtu7Bq5h46DqjNbysW4+rqSr0OXZyaOyU5mWVTJ1GzVRv8atblh0/3UKmeFxXrFOfkyFEUqFeXot268V7oe1hrebru05hN70NUGNz1Ft/uimLpjpO8dX8dCubTYt4iIiIiIlnkbxc3/acRTHHAWGAakB+Ynv7zH9sY4NVMiygiIhn2ZHN/VuyO5FCBGlCsIu57vmVI0BDG/jIWz759uPDTT7hGHqVuGz/Wf3OAoI73ELF/LxH7wpyW2aamsnLGO1Rt3BS/WnX5YeYeKt9Wioq1i3HypRG4N2pIkW73MvHXiRTOW5hBdZ/GrB4LCeeg01T+98txNh46w3sP1lVxSURERETESf62wGStTbDWBltrKwCLrbUVrtmqWWtfy8asIiJyA64uhvF312TMkt0kNn4eds0jwLjRsHRDPgubRelxY4l89VXKVihAwcL52PvLKdr0G8jPc2cRfz4m2/Naa1nz6Yf41qhFpfpNWDMrjEpBXlSo5cnJESNwv70JBTu2Z9TPo6jiWYVHq/eCpYPB3YvUFi8xYVkY5xOSePWeWuRxdXTWt4iIiIiIZLZ//DRujClojCkI9Pzj52u3bMopIiIO8ilagAfr+zF59SG46y347nnu97+bvWf3siv1OCWefIJTEyYQ3LECh0OjiDubSotHHmfFB1NJTU3J1qzbli3BvUhRara4k3Vz9+NbtRgVaxXjxEsv4d60GQU7tOOl9S/R1Lcp9/p3hsVPgU9dEoOfZMg326lQohDP31kFY/52pK6IiIiIiGSDG/259wJpU+Wu3i5c818REclh2tcqTWxCEhvOuENwX8wPYxjVcBRTf5tKcr3q5C1Vitgli2n1cDU2fH2AIl5lqVy/MRu//iLbMh7aupmoo0do0PV+Ni06hGepglSrX5ITw1+icIsWFGzfhuEbhtOufDvalWkB8x+DKm1JqPkgA7/YRrua3jzYwC/b8oqIiIiIyN+7UYGpAlDxmq3CNf8VEZEcaFTH6kxbe5DosneCMRQ+9CODbxvM2F/GUrx/f+KWr8CcOELDu/1ZO3sfNZq1JiH2PIe3bcnybKd/P8z2lcu44/EB/LbyGHnyuVK7ZRlOjhlDoWbNKND2ToZvGE778u1p7V0fvnkE6vYi1r8j/eds5dHG5WlTwzvLc4qIiIiIiGP+scBkrT36xwYkAG2Bx4COQFL6cRERyYEK5svDyI4BDF+wk9TWYyDkE2q4ulPPqx6z939J6QnjiZzwKiVLGHwqF+W3Vcdo+Wg/ti5bTEzkqSzLdeniBX787CPaDXie33ecI/ZMAre1L8fpNyZRoEYNCnZom1ZcqtCe1qWC4etHoMkznPVpxlOztzGodWUaVyqRZflEREREROTmObQiqjGmPrAPeBSoDDwM7DXGNM66aCIiklE1fIrQvGpJ3t8QDh2nwLfP8lDl7uw4s4Ow1BOUfO5ZTo5+mZrNShN94gKRRy7S9olBrPpwKomXEjI9j7WWHz6ezu09ehEXbdi3+RRNH6jC2Q8/xLVoUQrd343hG4bToUIHWpeqD988Cs1fJNKzHgPmbOOlDgHU8/PM9FwiIiIiIpIxjn7lzlvA89baxtbaHtbahsCz6cdFRCQHe7C+HwdPX+DXGA8Ifgzzw8uMajiKKdumcDmgPAWDgjj7ySc071GVLcuO4Jq3CA27PsDKD97FWpupWbav+p5SFfwpXKICvyw6yB2PBhD79VekxMbh2a8vYzaOoW35trQqFXyluBReqBbPzP2N8ffUpLqPR6bmERERERGRzOFogakG8Nk1xz4DqmduHBERyWzGGMZ1qcFbq/YRXbYNAEUOr2No0FBGbxyNR4/7STx4iKTQEJr3qMqaWWH4VKmJT5UAfl30TabliD1zmsNbN1O3XRfWfh5Gi4eqkRTyCwmhoZQcMpg3trzBbaVu407vhmnFpWZDCS9Ui6HztvNm9zr4lyyUaVlERERERCRzOVpgOgE0uuZYIyA8c+OIiEhWKJw/L6M6VmfYgp2k3jEWtvyPAJcC3OF3B9O3T8f75dGcmfEBhYijRrMyrPt6P4Ft7yIm8lSmLPptreXHzz6m+cN92bT4CDWalSF/zHHOzvoc73HjmLFjBt7u3nQt1xa+6Q1NhxBeqPaV4pKvZ8FM+FcQEREREZGs4miBaTywzBjzjjHmeWPMVOA74JWsiyYiIpmphk8RWvyxHlOnt+HbZ+hSri2xibH8dGYz3i+P5uTIUVSoXgT3Im7sWX+C1n2eZNv3Szh74niG7n0kNIRiZcoSe7YAqamWcn6uRI6fgM/E1/jy8DwSUxLpXe0hWNAPmjzDcY86DJ23nUndVFwSEREREckN/rHAZIx52BjjZq39ErgP8ATaAPmBjtbaudmQUUREMsmf1mNqOAC+H8oLQUOZu28up4q7UPT++4h8/Q2CO5QnYn8Mp49epF3/Z/nh4+lcjr/4r+5prWXbsiXUvqMT2384RqMuFTj50ghKjRjBxkt72BO9h2cCB8KSgRD4IBGeQQz5Jq24VLaYiksiIiIiIrnBjUYwjQUijDFvAkestb2ste2stf2stRuyIZ+IiGSiq9djOuPTHDzKkC/0C8Y2Hssrm14hT4smuBQuRMz8ebR8uBq/fvc7Fnduf+BhVsx4B5uaetP3PPJbCL7VarBtZST1O1Ug5uMPKdymDce84Iu9X/Byw9GY5cOgQnMifVoz+OtQ3rhXxSURERERkdzkHwtM1tqKwANAaeA3Y8xqY0w3Y0yebEknIiKZrnD+vIzpXIMX5u0g+fYhcGg13uci6FurLxM2T6DE009zccPPJO/ZQcueaYt+lyxfhQp1g1g/d9ZN32/3jz/gU+12bEoqRc4eICkiguT2zZj460QmNJlAvg1TwLM856vex3NfhfLqPbXwK67ikoiIiIhIbnLDNZistT9Yax8CfIAFwDAg3BgzwRhTLqsDiohI5qvm7UGXQB9eX7EfOr8LP7xMw8L+VCxSkS/3z6X0hPFEvTOVgsnnqdemHD99sY+aLe7Epqaya+0qh+9zMeYcuLiwe/05brujNGemTaPkS8MY88sYhtUfRvEDayDhHAlB/Rk09zeGtw+gor4tTkREREQk13F0kW+steettdOstUGkrcNUETiUZclERCRLdQksQ0oqfHcgAdpNhCUD6RPQi+1R2wmJ203psWM4OWIkZSoWpHiZQvy26hhNH3yEI6FbCd+z06F7HNsZSnHf6rh7unFpzscU69Objw/PobVfa6pcjIU9i0i64xWe+yqUJ5pXpJZvkSzutYiIiIiIZAWHC0wAxhhPY8xTwEdAK+CtLEklIiLZYniHaszfepz9phzUvBezZhxjGo3ho50fEVnclWJ9+nDq5THUae1LzKl4ju48S9v+z7Bp/lzOnYy44fXDw3YRc9qTAP9Ukk6cZF+1QoTHhnN3ySD4YQy2yzRGLA7j7ro+NPYvkQ09FhERERGRrHDDApMxxtUY09kYMx+IALoCUwBfa+0LWR1QRESyTl5XF17vVpuXF+8mtso9kJJIwf0rGNd4HGM3jsU0CMStWjXOzZxJ8wersnv9Cc5HJdPuqedY9dE0Ll248I/XPx8ZSaotTOLc/+ExoB/Tt0/npaChmG+fgU7vMGNzNFVKFaZdzdLZ1GMREREREckK/1hgMsa8DZwAPiRtOlxta+0d1tqvrLVJ2ZBPRESymFfh/AxpW5Vh83eQescrEPoFPhei6R/Yn9E/j6boIw9z+eAhEjZu4I5Hq/PzvAO4uBam2UO9+X7aZFKSk6973cSEeFKS8+JTMgXjlo9Pzi/n4YCHKbRhCtR9iFWRhTgafZHHbq+QzT0WEREREZHMdqMRTDWBp4Gy1toXrLUHsyGTiIhks9vKedLIvwTT1h2Fu2fA8uHc5u5HI59GTN8+He8xL3P2s1lw4gjNe1Rl9Wd7KO5bkZot7mTNzBlYa/9yzXMnT2ApgvuO1SR0u5PwuHBaJqbCpVj2lriTOZuPMrZLDYwxTuixiIiIiIhkpn8sMKWPVvpao5VERG59PRv4EX4unrXhKdD+dVjUn24VOxOXGMfKk2vxeX0ikeMnUDhPAvXalWfNrDAqBTeiiJc3W5bM/8v1zp06QUpyYfKf2s//LqxkQPXesGEKF1uOY+ySPbzZvQ5ueVyd0FMREREREclsN7XIt4iI3LqMMYzrUpNPfj7CAfwgqDcsG8LQoCF8d+g7DpgovEeN5MSLw/ApV4Cy1Yvxy6JDBHe+l9gzUYRt+PFP14uLjsY12YXL9aphjKHC1jlw+7OM+f4IT7euRIlCbs7pqIiIiIiIZDoVmERE5Ir8eV2Z3L0Ooxbv4lzZO6GoH3m3/I/xTcYzKWQS58sUoVif3pwcMZKARt5gIWzjSVr17sfBLZs4ujP0yrXOn46hYGI8q4qfoJf37XAxikVxAZQukl/fGCciIiIicotRgUlERP7EyyM/IzpUZ8g320lq/BycCKXo8a2MajiKERtG4FK/LgXr1yfq7XdodI8/x8POcjwshnZPPUvItwuIOnoEgLjoGArGRbGjSCxVQ+cR02AI32wN5+nWlZ3cQxERERERyWwqMImIyF/U8i3CPfXK8MrSMOj0Nmx8lwpJKfSr3Y+RP4/Eo/u92KQkzi9cSKteAWxfc5xzpxJpP3Awaz/7iNgzUcTHnMekxtKwqD/kLcCEXy4xtG018rrqrUdERERE5FajT/kiInJdHWv7ULRgPj7fehrung7fPUuwhz8ty7bkzZA38RoymAsb1nN5Wwh39qnOxgUHSbqcjzZPDGLF+1OIPxdFnPtlgk8dYE/5XrjldSGwbFFnd0tERERERLKACkwiIvK3nm1dmV+PnGVjVD5oOwEWPkGncm0onK8wX+yfi8+ECUR/+CFEHKH1I9VZOzsMN/diNH2wN5cuxnCyUCzVYs/y9nYXBrXS1DgRERERkVuVCkwiIvK3XFwMr99bi2lrD/J73koQ/DgsGUT/Wk+wJ3oP66O34DPpDSLHTyD/5XPc3r0Kqz7ZQ3HfipT3u4+LhS4QWbwRZTwL4OWR39ndERERERGRLKICk4iI/KOC+fIwqVsdhi/YybkyLcA3CPPjq7zc6GXm7pvLfiIpPf4VTgwbjmehZOq1LcfqT/cQn5BMofwJfB1dnt6NKzi7GyIiIiIikoVUYBIRkRvyKVqAEXcF8NzXoVyq2wdSLpNv+1xeu/013gx5k6hirngNHUrE0BfwKVcA/3pexMQXpLiJZ3eKH37FCzq7CyIiIiIikoVUYBIREYfULFOERxqVZ9j8HaS2HguHf6To8a280uQVRv88mkuVfCj26COcGDacSnWLU4lFFHTNQ9Oq3s6OLiIiIiIiWUwFJhERcVjLal4EVyjGpFUHoMs0+GUaZS7G8ELwC7y47kVc6telcOtWnBo/nnwxR4jNW5IGFYs5O7aIiIiIiGQxpxWYjDG9jDGhV21HjDFJxphS17RbYIx5z1k5RUTkzx5qUI5Ua/liWxTc8wF8/yJVXd15vPbjDF8/nIJ3tSOfXzkK7z/F6RQvqngVdnZkERERERHJYk4rMFlrZ1lrA621gUAwcAoYaK2N/KONMeYFoKmTIoqIyN94sW01fj0SzdoIC52nwsInCfbwp5N/J8ZsHINn70dY92BZEvOUxcXFODuuiIiIiIhksZwyRe5F4LS19oM/DhhjWgDtgBlOyiQiIn/DxcUw8d7afLbxd3YlFIe2E2D+Y9xRuhF1StZhytYphPmkUKyor7OjioiIiIhINsjyApMxpoMxJvk6W6/010sAg4HnrjrHB3gHeAhIyeqMIiJy8/LndWXKfYFMWBrG0XyV4PbnYEE/7qt0DwXyFGBXYhReJX2cHVNERERERLJBnqy+gbV22Q3u0w9YbK09DGCMyQt8CTxnrT1pzN9PrTDG9Es//0/8/PwylFlERBzj6Z6PyffV4fmvQ5naoz5etc/BkkH07/weniErKFai1I0vIiIiIiKSC6SmpnL8+HEuXrzo7ChZyt3dHV9fX1xcbm5MkrHWZlEkBwMYsx0YZK39KX2/EfA1EJ3exBtwJa0I1deRawYFBdmQkJCsiCsiItdx8PQFXl6yi/d73obHrs/hzEEOHdhFbKePqVvey9nxREREREQy7PTp01y+fJkyZcrcdPElt0hNTSUiIgI3Nze8vK77Of5vRwE59V/EGOMJVAI2/nHMWvuLtbbsVQuAzwC+crS4JCIi2a+SVyGGtq3Gs3NDuVTnEShQlFLnd1DEvaCzo4mIiIiIZIqYmBhKlSp1yxaXAFxcXChVqhTnz5+/+XOzIM/NqASctNYmOTmHiIhkUGDZojzauDyDv9lOcpPBfOHzEkUL5nN2LBERERGRTJGSkkLevHmdHSPL5c2bl+Tk5Js+L8vXYPon1totpBWZ/qnNmOxJIyIiGdWsSknOxScyasluolzr0ie/U99mREREREQy1T+tE32r+Ld9dPYIJhERucV0CSxDNW8Pfgg7TR5Xvc2IiIiIiPwX6JO/iIhkukcal2fJwCbOjiEiIiIi8p9hreWRRx7hzTffvO7rS5cupXbt2lStWpXu3bsTGxubqfdXgUlERLJEbd+izo4gIiIiIvKfEBYWRuvWrZk3b951X4+KiqJ3797Mnz+fffv2UbFiRYYNG5apGVRgEhERERERERHJxaZNm0bfvn3p3r37dV9fuXIlwcHBVK5cGYD+/fszZ84crLWZlkGrr4qIiIiIiIiI3KThC3YQGXs5y65fysON17rWdqjte++9B6QVkq4nPDycsmXLXtn39fUlNjaWuLg4PDw8Mh4WFZhERERERERERG6ao8WfnCA1NfW63w7n6uqaaffQFDkRERERERERkVuYn58fJ06cuLIfERGBp6cn7u7umXYPFZhERERERERERG5hbdq0YdOmTRw4cACAGTNm0KVLl0y9hwpMIiIiIiIiIiK3mJCQEAIDAwHw8vJi5syZdOvWjYCAAHbu3MnkyZMz9X4mM1cMzymCgoJsSEiIs2OIiIiIiIiIyC0iLCyMgIAAZ8fIFv/Q178u5JROI5hERERERERERCRDVGASEREREREREZEMUYFJREREREREREQyRAUmERERERERERHJEBWYREREREREREQkQ1RgEhERERERERGRDFGBSUREREREREREMkQFJhERERERERGRXGzp0qXUrl2bqlWr0r17d2JjY//SZuHChdSuXZvAwEBatWrFoUOHMjWDCkwiIiIiIiIiIrlUVFQUvXv3Zv78+ezbt4+KFSsybNiwP7VJSEigZ8+eLFiwgNDQUDp16sSgQYMyNYcKTCIiIiIiIiIiudTKlSsJDg6mcuXKAPTv3585c+Zgrb3SJiUlBWst58+fB+DChQvkz58/U3PkydSriYiIiIiIiIhItgkPD6ds2bJX9n19fYmNjSUuLg4PDw8AChUqxIwZM2jcuDHFixcnJSWFn3/+OVNzqMAkIiIiIiIiInKzlgyCuFNZd/3C3tB56g2bpaamYoz5y3FXV9crP+/cuZNx48axZ88e/P39mTp1Kvfeey+hoaHXPfffUIFJRERERERERORmOVD8yQ5+fn5s3rz5yn5ERASenp64u7tfObZixQqaNGmCv78/AAMGDOC5554jOjqaEiVKZEoOrcEkIiIiIiIiIpJLtWnThk2bNnHgwAEAZsyYQZcuXf7Upl69evz0009ERkYCsGjRIipUqJBpxSXQCCYRERERERERkVzLy8uLmTNn0q1bNxITE/H392fWrFmEhITQt29fQkNDadWqFUOHDqVFixbky5ePYsWKsXjx4kzNYa5eVfxWERQUZENCQpwdQ0RERERERERuEWFhYQQEBDg7Rrb4h77+7YJNmiInIiIiIiIiIiIZogKTiIiIiIiIiIhkiApMIiIiIiIiIiKSISowiYiIiIiIiIhIhqjAJCIiIiIiIiIiGaICk4iIiIiIiIiIZIgKTCIiIiIiIiIikiEqMImIiIiIiIiI5GJLly6ldu3aVK1ale7duxMbG/uXNjt37qRFixbUrVuXoKAgtm7dmqkZVGASEREREREREcmloqKi6N27N/Pnz2ffvn1UrFiRYcOG/alNfHw8bdq04YUXXuC3335j1KhRPPTQQ5maQwUmEREREREREZFcauXKlQQHB1O5cmUA+vfvz5w5c7DW/qmNv78/HTp0AKBz5858/fXXmZpDBSYRERERERERkVwqPDycsmXLXtn39fUlNjaWuLi4K8f279+Pt7c3jz32GEFBQdx5550kJydnao48mXo1EREREREREZH/gDEbxxCVEJVl1y9ZoCRjGo+5YbvU1FSMMX857urqeuXnpKQkli1bxtq1a2nQoAGLFy+mQ4cOHD16FDc3t0zJqwKTiIiIiIiIiMhNcqT4kx38/PzYvHnzlf2IiAg8PT1xd3e/cszHx4eAgAAaNGgAQJcuXejbty+HDx8mICAgU3JoipyIiIiIiIiISC7Vpk0bNm3axIEDBwCYMWMGXbp0+VOb9u3bc+TIkSvfHLdu3TqMMVSoUCHTcmgEk4iIiIiIiIhILuXl5cXMmTPp1q0biYmJ+Pv7M2vWLEJCQujbty+hoaF4e3uzaNEinnrqKS5evIibmxsLFiwgf/78mZbDXL2q+K0iKCjIhoSEODuGiIiIiIiIiNwiwsLCMm06WU73D33962JP6TRFTkREREREREREMkQFJhERERERERERyRAVmEREREREREREJEOctsi3MaYX8PxVh4oAvoCvtTbSGHMGOH7V65OstXOyM6OIiIiIiIiIiNyY0wpM1tpZwCwAY0xeYB0wMb24VBU4a60NdFY+ERERERERERFxTE6ZIvcicNpa+0H6fmMgxRiz3hizwxgz2hjj6sR8IiIiIiIiIiLyN7K8wGSM6WCMSb7O1iv99RLAYOC5q07LA/wAtAOaAW2Bp7M6q4iIiIiIiIiI3LwsnyJnrV12g/v0AxZbaw9fdc5HVzcwxrwFDALevuZ4v/Tz/8TPzy8DiUVERERERERE5GbkhCly9wMzrz5gjHnYGFP76kNA0rUnWms/tNYGXbuVLFkyiyOLiIiIiIiIiOQMS5cupXbt2lStWpXu3bsTGxv7t20XLVpE4cKFMz2DUwtMxhhPoBKw8ZqXagLjjDGuxpgCwEDgq+zOJyIiIiIiIiKSk0VFRdG7d2/mz5/Pvn37qFixIsOGDbtu2wMHDjBkyBCstZmew9kjmCoBJ621145OGgucBXYCO0grQH2czdlERERERERERHK0lStXEhwcTOXKlQHo378/c+bM+UsRKT4+np49e/LWW29lSY4sX4Ppn1hrt5BWZLr2eDzQJ/sTiYiIiIiIiIjkHuHh4ZQtW/bKvq+vL7GxscTFxeHh4XHl+BNPPMETTzxB7dq1r3eZDHNqgUlEREREREREJDc6OWo0yadPZ9n183h5UfqVcTdsl5qaijHmL8ddXV2v/Dx9+nTy5MlDnz59+P333zMz5hUqMImIiIiIiIiI3CRHij/Zwc/Pj82bN1/Zj4iIwNPTE3d39yvHPv30U+Lj4wkMDCQxMZGEhAQCAwNZtmwZPj4+mZJDBSYRERERERERkVyqTZs2DB48mAMHDlC5cmVmzJhBly5d/tTm119/vfLz77//Ts2aNQkNDc3UHM5e5FtERERERERERP4lLy8vZs6cSbdu3QgICGDnzp1MnjyZkJAQAgMDsy2HRjCJiIiIiIiIiORiHTp0oEOHDn86VqxYseuOUipfvjwXLlzI9AwawSQiIiIiIiIiIhmiApOIiIiIiIiIiGSICkwiIiIiIiIiIpIhKjCJiIiIiIiIiEiGqMAkIiIiIiIiIiIZogKTiIiIiIiIiIhkiApMIiIiIiIiIiKSISowiYiIiIiIiIjkYkuXLqV27dpUrVqV7t27Exsb+5c2s2fPpk6dOgQGBtK4cWNCQkIyNYMKTCIiIiIiIiIiuVRUVBS9e/dm/vz57Nu3j4oVKzJs2LA/tdm3bx9Dhw5l+fLlhIaGMnLkSLp27ZqpOVRgEhERERERERHJpVauXElwcDCVK1cGoH///syZMwdr7ZU2bm5ufPzxx5QuXRqAoKAgTp06RWJiYqblyJNpVxIRERERERERkWwVHh5O2bJlr+z7+voSGxtLXFwcHh4eAJQvX57y5csDYK3l+eefp3PnzuTLly/TcqjAJCIiIiIiIiJyk9bO3svF85ez7PruRdxo2bPaDdulpqZijPnLcVdX178cu3jxIo8++ijh4eEsX748U3L+QQUmEREREREREZGb5EjxJzv4+fmxefPmK/sRERF4enri7u7+p3bHjh2jU6dOBAQEsHbtWgoUKJCpObQGk4iIiIiIiIhILtWmTRs2bdrEgQMHAJgxYwZdunT5U5u4uDhatGhB165dmTt3bqYXl0AFJhERERERERGRXMvLy4uZM2fSrVs3AgIC2LlzJ5MnTyYkJITAwEAA3nvvPY4ePcrChQsJDAy8skVHR2daDnP1quK3iqCgIBsSEuLsGCIiIiIiIiJyiwgLCyMgIMDZMbLFP/T1r4s9pdMIJhERERERERERyRAVmEREREREREREJENUYBIRERERERERkQxRgUlERERERERERDJEBSYREREREREREckQFZhERERERERERCRDVGASEREREREREZEMUYFJREREREREREQyRAUmEREREREREZFcbOnSpdSuXZuqVavSvXt3YmNj/1WbjFCBSUREREREREQkl4qKiqJ3797Mnz+fffv2UbFiRYYNG3bTbTJKBSYRERERERERkVxq5cqVBAcHU7lyZQD69+/PnDlzsNbeVJuMypNpVxIRERERERER+Y9Y+eG7XDx3Nsuu7+5ZjDb9nr5hu/DwcMqWLXtl39fXl9jYWOLi4vDw8HC4TUapwCQiIiIiIiIicpMcKf5kh9TUVIwxfznu6up6U20ySlPkRERERERERERyKT8/P06cOHFlPyIiAk9PT9zd3W+qTUapwCQiIiIiIiIikku1adOGTZs2ceDAAQBmzJhBly5dbrpNRmmKnIiIiIiIiIhILuXl5cXMmTPp1q0biYmJ+Pv7M2vWLEJCQujbty+hoaF/2yYzmcxcMTynCAoKsiEhIc6OISIiIiIiIiK3iLCwMAICApwdI1v8Q1//upBTOk2RExERERERERGRDFGBSUREREREREREMkQFJhERERERERERyRAVmEREREREREREHHArrmN9rX/bRxWYRERERERERERuIH/+/ERHR9/SRSZrLdHR0eTPn/+mz82TBXlERERERERERG4pvr6+HD9+nKioKGdHyVL58+fH19f3ps9TgUlERERERERE5Aby5s1LhQoVnB0jx3LaFDljTC9jTOhV2xFjTJIxplT6608ZY7YZY8KMMbONMW7OyioiIiIiIiIiIn/PaQUma+0sa22gtTYQCAZOAQOttZHGmK7A08AdQA2gAPCcs7KKiIiIiIiIiMjfyylT5F4ETltrP0jf7wVMttaeBTDGPAnkc1Y4ERERERERERH5e1k+gskY08EYk3ydrVf66yWAwfx5hFIVwMsYs9wYswMYA8RkdVYREREREREREbl5xtlfr2eMeQmoYq199KpjB4DjQBfgEvAZEGmtffaac/sB/a5z2arAviyKnN1KAGecHUIkF9CzIuIYPSsijtGzIuIYPSsijrlVnpUz1tp213shJ0yRux8YdM2xE8ACa20sgDFmNjD62hOttR8CH2Z5QicyxoRYa4OcnUMkp9OzIuIYPSsijtGzIuIYPSsijvkvPCtOW+QbwBjjCVQCNl7z0jzgPmNMAWOMAe4GtmRzPBERERERERERcYCzRzBVAk5aa5OuOT4dKAZsBVyBbaSt0yQiIiIiIiIiIjmMUwtM1totpBWZrj2eAoxN30REREREREREJAdz6hQ5ERERERERERHJ/VRgyvlu6UXMRTKRnhURx+hZEXGMnhURx+hZEXHMLf+sGGutszOIiIiIiIiIiEguphFMIiIiIiIiIiKSISowiYiIiIiIiIhIhqjAlAMYY+4yxuwwxuwzxnxjjPH4N21EbnWOPgcmzWfGmCHZnVEkJ3DwfaWnMWa7MSbUGLPRGBPkjKwizuTgszLQGLPbGLPLGLPYGOPljKwiznQzv4sYY+42xsRlZz6RnMLB95XJxphj6Z/BQo0xXzkja1ZQgcnJjDElgZnAvdbaqsBhYOLNthG51Tn6HBhjAoDVQLfsTSiSMzj4vlIVmAS0s9YGAuOBBdkcVcSpHHxWbgOGAI2ttTWBA8Ar2Z1VxJlu5ncRY0xl4E3AZF9CkZzhJp6VxsAD1trA9O3+7MyZlVRgcr42wBZr7YH0/feBh4wx5ibbiNzqHH0OBgAfA99kZziRHMSRZ+Uy0NdaezJ9PwTwNsbky8acIs52w2fFWrsVqGytPW+MyQ+UAaKzP6qIUzn0GcwYUxCYDTyfzflEcoobPivGGDegLvCCMWanMWa+McbPCVmzhApMzlcWCL9q/zjgARS+yTYitzqHngNr7UBr7RfZGUwkh7nhs2Kt/d1auxTSppQCbwFLrLWJ2RlUxMkcfV9JMsbcnf56M9L+Oi3yX+Lo7yIfpG87simXSE7jyLPiA6wBRgK1gU3A4ltl8IgKTM7nAtjrHE+5yTYitzo9ByKOcfhZMca4A18DlYC+WZxLJKdx+Fmx1i6y1pYAxgArjDH6DC3/JTd8VowxTwHJ1tpPsi2VSM5zw2fFWnvEWtvBWrvLWmtJm1LqD5TPnohZS2+OzneMtCrmH8oA56y1F2+yjcitTs+BiGMcelbSh2NvJO1DT0trbUy2JRTJGW74rBhjKhljbr+qzSdAOcAzeyKK5AiOvK88CgQbY0KBZUCB9MWLrz5P5FbnyPtKbWPMw9ecZ4CkbMiX5VRgcr6VQMP0BfEAngQW/4s2Irc6PQcijrnhs2KMKQz8CCyw1j5grU3I3ogiOYIj7yulgbnGmBLp+w8Bu6y1WodJ/ktu+KxYa+tba2umf3FEByAhffHiE9kbVcSpHHlfSQWmGmMqpO/3B3ZYa49nU8YslcfZAf7rrLWnjTG9gXnpi6seAnqlf130x+n/Y75uGyfGFsl2jjwrTg0okkM4+KwMJG0Uxj3GmHuuOr21fnGW/woHP4OtN8ZMAH40xiQDJ4C7nZdaJPvpM5iIYxx8X9lljHka+NYY40raOk09nBg7U5m0aX8iIiIiIiIiIiL/jqbIiYiIiIiIiIhIhqjAJCIiIiIiIiIiGaICk4iIiIiIiIiIZIgKTCIiIiIiIiIikiEqMImIiIiIiIiISIaowCQiIiICGGO+N8ZcSN+SjTGJV+3PSH+9Xzbk6GaMeSOLrj3CGPNoVlxbRERE/tuMtdbZGURERERyFGPMPGCXtXZMNt+3CLAZaGCtPZ8F188PbAVaWGujMvv6IiIi8t+lEUwiIiIiDjDG/GiMGZj+8+/GmGeMMQeMMRfTRzi1N8YcNMacN8ZMueo8P2PMEmNMdHr73v9wm/7Amj+KS8aYB9PPOWeM2WKMaXPVdbsaY3YZY2KMMauNMVWueq15evsLxpjdf5xnrb0EfAsMytx/HREREfmvU4FJRERE5N/pDtQHbgP6Ai8AQUAzYKAxpoYxxpW0gs5uoDTQDZhgjGn5N9d8DJgHYIwpCMwEHrDWegLTgY9MmvrAJ8ATQMn0eyw1xuQ1xnil708HigDDgAXGmKLp95iXfh8RERGRTKMCk4iIiMi/85G19py1di9wEviftTbGWrs9fb8cEAz4ASOstYnpr30APH7txYwxpYFKwJb0Q0lAPNDPGNMI+Bwob9PWN+gDfGat/dlam2StfRvIA7QE7gIOWWtnWmtTrLXfAq2Ay+nX3Q6UMMZUzvR/EREREfnPUoFJRERE5N85e9XPKUDMVfuppH3O8gM8gLPpU9ligCFAmetczxe4YK2NA7DWJgGtSRuhtBw4BbyY3taPtMJTzFXXLZV+vBRw/OoLW2t/tdYmXHXd6PT7iYiIiGSKPM4OICIiIpJLOfJNKSeBCGut3x8HjDGlAPM313O5qp0HUNha29UYkwe4A1hkjPkx/bqTrLWjr2pfGYgA7uWaApYxZgTwjbV2f/qhPKQVxUREREQyhUYwiYiIiGSdTUC8MWZo+vpIvsAPwIDrtD0GFEz/JjkAd2CFMaattTaZtKKSJW3k1GfA48aYeulrMt0D7ALKAsuA8saYnsYYV2NMJ2AwaaOWMMa4AZ5cM8pJREREJCNUYBIRERHJIunT0e4CWpA2xW0rsAYYd522p0krEjVM3z8J9ATeNsZcABYBA6y1+62164DnSVuXKRZ4BbjfWrvPWhudfs+BpBWjXgHuTj8OaQuRH7PWHs6KPouIiMh/k0lbJ1JEREREnM0Y8yJQwVr7ZBbe400g/urpdSIiIiIZpQKTiIiISA5hjCkMhAK3WWtjsuD6BYEdQH1r7dkbtRcRERFxlKbIiYiIiOQQ6d8g9xIwMotuMQR4VcUlERERyWwawSQiIiIiIiIiIhmiEUwiIiIiIiIiIpIhKjCJiIiIiIiIiEiGqMAkIiIiIiIiIiIZogKTiIiIiIiIiIhkiApMIiIiIiIiIiKSISowiYiIiIiIiIhIhvwfLY68pOtjMhYAAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(axon_K=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('K Axon')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'K_axon.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(soma_K=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('K Soma')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'K_soma.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(dend_K=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('K Dendrite')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'K_dendrite.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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RjPtf0NvhcbC3cm/DllOdQ6mzFF351zmymWzEBsQSZg1rCH9SQlIIsYQQZAnCZrRhMVqwGq1YjVbMBvM+12Hy6l5cPhe13lpcPhdOrxOnz4nT66TGU0OFq4KMyoyGEKs+yPIpHxoaCoXNaCPSHkmUPYpoPRCTbqY0N/Pg/wKEEEIIIYQQQhwyCZiE6CCOygqWf/kxNaWlnHLBpUQld2qoqyyuZePCbEpza+gxPJYzbx6Aydw8KHJnZ1P54084Vq3CGBZG8KSJxD/yCMbg9tcg8uk+Mioz2Fa6je0l28mozMCnfNhNdlJDUukU0omR8SNJDEok0h6JQTsy6y+ZDCZMBhOB5sDf3Uatt5aS2hKKa4tZmbeCcFclPo8PpetHZd0oIYQQQgghhBCNJGAS4ijzuJys/fFbsrdtZuSsC0nq3a+hriS3mnVzMtG9OgNOTSbu/NBm13rLyqiaPZuqBQswRUUTctaZRF51JZq57UW9S52lrCtcx7qCdeyu2I1BM5AakkqviF6c0+0cUkNTMRmOz/8G7CY7ScFJJAUnYTaY2eV7D0NoCoUZe2QdJiGEEEIIIYQ4yo7P3yyFOA4ppdi1Ygnrf/6BQdOmM+KcCxqmkeWnV7B+biZWu4mh0zoRHtc4skf5fNQsXkz5l1+BUoScMY2k557D0OKJcgCV7kpW5K1gSc4S8mryCLeFMyRmCGd3O5uuYV0PfkSSUuCugZpCqCmGmiJwVoCrGtzV/jp33bHXBUoH3QfKB7ru36OB0QRGi38zNDm2BoElCKzBYA3xv7YG+zd7OAREgaX1lMCWQiwhmD15mIImkrFhrQRMQgghhBBCCHGUScAkxFFQkpPFog/eIq5Ld86971+YLBYAirOrWPVDBoGhVsZe0J2g8MbQyFtSQvnnX1CzdCmBY8YQ9/e/YYqKatauUoodZTv4Lfs31hauxW6yMyp+FNf2v5ak4KT9d0wpqMqDkt1QvhfKM6FsLzhK/PWa5g+AAqMhKNof+NjDIDAGLIFNtiAwWUEzgMEImrFxjwKfB3SPf+/zgM/t39zV/rDKVeXfqvKgeCc4K6G2DBzF4HE29lfT/MFTYBQExUFIPATHE2INwuTLxeuOIXfnikP82xJCCCGEEEIIcbAkYBLiCPI4nSz74iMqigqZfOX1hMbEAVBe4GDVD+kYTQbGnNeNkCh7wzXObdsoffsd9Npaws47l8hrr2m2ULdSiq0lW5mzdw5bSrbQM7wnE5MncmXfKzEb254q52+4EvLWQ8FWKNwKlbn+wCY4DiK7QVgK9JgGYZ0gIMJfd7gYjEDrEVcHTff5g6eaIqgugKp8yFpBUPYaqqxVWGo9GIwm3LUOLPb9j3wSQgghhBBCCHF4SMAkxBGSuXkDy7/4mGEzzmX8H4YD4Kz2sPK7PThrPAyf3rlhKpxSCsfy5ZS+/wGmmGiibr4JS6dOzdpLr0jnm7Rv2FyymT4RfZiaOpU7htzR9tPadB0Kt0DWSshZ4w9irMGQMAhi+0Pv6RCSeHhDpKPBYPSPXgqMgpjeDcXGrFVULL2dJFyEde1LxsZ19Bg5pgM7KoQQQgghhBAnFwmYhDjMXI4aFn3wFprByNl3/x1rQAA+n86WRTmkbyhm+FmdSegeBoDSdarmzqP8k0+wDRxA/IP/whQZ2dBWtbuanzN+Zl7mPOIC4zi769ncPuT21qGSUlCSBum/QsZi/2il2D6QPAom/90/lewgeXw6ZTVuiqvdFFe7KHO4qXZ5cbh8VLu81Li81Lh9uLw+dF3hU+DTdXy6wqf727CYNEwGAyajhtlgwGzSMBsNBFpMBFpNBNlMBFmNBFnNBFqNhNjMhAdaiAy0YGvx1Lx9sodRFGNgMPkYggawc/m3EjAJIYQQQgghxFEkAZMQh9GedatY/e2XnHLBpST36Q9A1rZS1szeS48Rscy4bRAGg4ZSiupff6Xs3XcJOOUUkp5/DkNg48LeO0p38NH2jyiuLeb01NN5auJT2E325jfzuvxh0o6foGQXRPWEzuNh+tP+dYr2o9btY09xNVmlDrJKa8kqc5Bb7sSn62iahtGgERloITLIQmSglYhACzHBNgKjjA0BUaDViNVkxGjwn2+su85Y9x69usLj0/H6FB7dv3d7dWrcXmpcPqpdHqpdPoqqXGQUe6l0eiitcVPmcOPy6A191TQItVuICrYQF2IjLsRGbKh/Hx1sxWwLpShGI2znRtLC++JxOWWanBBCCCGEEEIcRRIwCXEYeNwuFr3/JqAx66//xGy1UVvlZukXaVgDzJx5Y38sdv8/t5rlyyl5403sAweS+OyzGIODAfDpPn7N/pUvd31JbEAsV/S5gi5hXZrfyO2AnT/Btu/9C2SnjoWRN0BU93b7puuKPcU1bMmtYGdBFWmF1bi8Onazkc5RgaREBNAnIYTT+8YRH2bDbDzIJ821S8Nk5OBGIrXDpysqaj0UV7vIr3CSX+FkV2Ex+ZVOCitd1NbWEGvVUWU5uGo8dBkygt1rVtJ77MRDfxtCCCGEEEIIIfZLAiYhDlFhxh4Wvvs6w2bMosvg4Sil2LY0j50r8zllVldiOoUA4Nqzh6Knn8GckkzCfx/DFO4fZeTyufhy15fM2zuPsYljeXjsw4RaQxtv4PPCnoWw+XNwlELPaXDm4/51iNpQ7nCzOqOM9VnlbMurxKsrukQH0i8hlDP6xdMtJuiwhD5Hk9GgERFoISLQQo/Y4Fb1qzJKmTNHw2XUiYq3ERbfnw0/vyMBkxBCCCGEEEIcJRIwCfE7KV1nzY/fkLtjG2fddjeBYeGUFzpY8tku4ruHMf3WgRiNBnzl5RS98CK+khJi7rkbS3IyAA6Pg892fsai7EWc0+0cXpnyCiZDk3+SJbthzVuQvwm6TIJJD0BYcqt+ONxeVqaXsmx3CVvzKgmxmxneKZwpfWK57dTuWEyHa0TSsSvUbibZY6KgRxRdTPlkbzehaQYcFeUEhIZ1dPeEEEIIIYQQ4oSnKaU6ug+H3bBhw9Tq1as7uhviBFZbVcmcV54npf9ABk09C4Ati3LI2FTCuIt6EBptR/l8lH/6KVVz5xJ5440Ejhjhv9Zby4fbPmRZ3jLO73E+U1KmYDTUjSjyeWD7D7DhYwiMhKFXQ+KQVk97yymvZd7WAn7bVYxBgxGdIxjdNYpeccEYDMfZk+EOg/wKJ9vfnMHGlEFcsC2clUFn0G+sm9LcbIbPPK+juyeEEEIIIYQQJ4p2f+GUEUxCHKT8tJ0s+uAtJlx+DbFdulFT7uLXj3aQ0D2Ms24egGbQcG7fTuHjTxB06mSSX3sNzWjEq3v5Ku0rZqfP5uJeF3NVv6swaHWjixylsPoNSF8EPc+CWS+1Wqg7rbCa7zbksjazjPhQG6f1juW5SwYRYJF/xqF2M4E+O9uDKvDsKSXunFBsIWFk/PQNw2ac2/qpe0IIIYQQQgghDiv5zVSIA6SUYuO8n8jYsI4Zd92PPSiYtDWFbPkth7EXdCcyMQjd4aDwhRfwFhQS/8gjmGNjUEoxb+88Ptr+EdM6T2s+Fa48E5a9CKV7YPg1MPYuMDROaSuodPLdhlx+3VlESkQAZw9K5LZTu2M8CUcp7YvNbKDYEAs+J8b4ZFJTNHasKyahR29ytm8hqXe/ju6iEEIIIYQQQpzQOixg0jTtCuDOJkWhQBKQpJQqqDsnGVgODFRKFR/9Xgrh53E5+eWNlwmLi2fmnffh9Sjmv7sNe7CF6bcMxGgyUL1kCSWvvErkNVcTNGECADtKd/Ds2mcZFDOI/536P+wmu7/Bop2w+CnwuWHUnyBpaOO9fDrzthbwxdocAixGZg5M4Io/pp4Uayn9XpqmkWdOppcxn7KhXUnYuJjysn6MvfBUVn71iQRMQgghhBBCCHGEdVjApJR6F3gXQNM0M7AIeLRJuHQF8C8goaP6KARAVUkxs196huEzzyN1wGBKc2tY9MkOhp6eSnKfCHSHg/xHngQg+eWXMAQEUOmu5IV1L1DpruQfp/yDuMA4f2Ol6bDoCdA9MP5uiOrecJ/c8lo+XpnJ6r1lnNY7licvGEhogLkj3vJxKdPSjeneApYm1zLt1eV0ungi5QVmnDU11FZVYg8O6eguCiGEEMcc3efD5/Xg83rxeer2Xg+614vu8/k33Yfu01F1e133oRrKfShdrztPb7hG6U3Oa1LXUK4rQKF0HYX/4SlKKVCq2V41vNabHNeVH0AbbWo5db6NqfRtjhVvcd6BTMHXNA00DU3T0DQDaKBpBrS6fcNrgwZoaAYNrW6PZqi7rmkb9a/baKPN87T2269/3aINzdB077+24VjTMDTUG+uub+fcJu0YDIaGvhgMrdvUDIZW9zUYDGBock2T9yeEODYdK1Pk7gUKlVKvAGialgCcA5wO7OjAfomTXN6uHfz20TtMue5PhMcnsmN5HrtWFzLlqr4EhllxrF1H0TPPEHn99QSNHYOudL7a9RU/7PmBGwbewPC44f6GKnLgtyegttwfLMX2abjHmr2lvLkkA7NB4+IRKfx5Sg/5xvk7FNg606/sa960bmF6ZCRdUnQWz8+n/+QpbJo/hxFnn9/RXRRCCCFaUUrh9bjxulx43W68bheeJscHWuZxu/F5PCjdd1D31wxGjCYTRrPZvzf59waTCaPJhGYwYjAaMBiM/qDAaPRvrV77j00WS12g0HiewWhAqz+n7jrN0DIQaSt8qQ8vWoYjLcKGJm00DV3Q/Oc3+/OmRejUVgjVZtH+r2uzKaWD8l+vdL1ZcNb6WMd/qO8zRIPWYVrrdtqoq2+jvk9N76erhj7671sfCHoay5TuP9YVuq43hH66rje7ruG8uv4r3dfYj7pwUW/ov153vWpxXRtt1h13tFYBXJOArK0gjSYBWVtBWkNIp7Ws02g38Kv/99EygGu4rkm7BmPDv6OG/jYLA7Vm7dbfi2ZhoqFZWNkQALZsd5/vrfl7FCemIx4waZp2JvBtG1VXK6Xe1TQtCrgLaJgjpJTKBc6tu/5Id1GINm1bvJAdyxYz8677MZntLHhvG/YQC2fe1B/N56XwyafwFhWR9PxzGEND2Vu5l8dWPsao+FG8NOUlzAYzuKph8dNQuBUm3AMJgwHQdcUv2wv5YMVeesQG87ezehMfau/gd3x8iw0PQRW7sBotmKdMxL1oHkbTKKJT+7Hm+68ZNn0WBqOxo7sphBDiBODzenE5avxbTQ3u2lrczlo8tQ7cTiduZy3u2lo8zrryurL2RtSYzBZMVismiwWz1YrJYm1SZq0rs2ALCvLXNSnzb1bMFitGs1m+1wlxBNUHd3oboVvLIKxlQNZukNYsmFMN7aI3hoW6rvsDQqWa3Lfttvz38bTbrtKbBHtNrqNpf9rqY7v9bRImtnMdTftWF6AeU7SmIVkbgVmzkK2NULydkYDQGEgaTSZGX/CHDn6jR94RD5iUUj/u5z7XA98opfYcbNuapl1fd30zKSkpB9uUEA2UrrPk0/fxOJ3MvPM+aio8/PzaRgZNSaFT30jcWVnk//P/CLvwQkKmnY5P9/H25rdZU7CG+0feT1JwEug6rP/Qv42+FSb/DTQNr0/nm/W5fLE2m7Hdo3j24sGE2mUa3OGQGhlAaUUcp4R2Z12ITq8Pl9H7L7PYuaKQrsNGsnv1CrqPHN3R3RRCCHGM8Hm9OKurcFRWUFtZictRjaumBmdNdUNw5KqpxumoafXLkGYwYgsMxBoQiDUwEIvNjsUegNluJygiovG1zYbFZsdss2O2WTEYJPwR4nhWP2LOaJC1UU8kzUO7xoCvMRCDZuFhsxGCepORhs0DN2gRtJ0EjoUpchcBt/2eC5VSrwKvtiwfNmzYyfG3Jw47r8fD3FeeI6FnbwZOOZPctHJWfreHiX/oRVhMAJWzZ1P+2efEPfgglqREdpXt4onVT3B66uk8N/k5/zedzBWw8D/QfSpc9iWYLOi64sdNuXywPJNp/eJ488rh2MzyQ+bh1DcxlA05Q5jscvHfnAUMSE0llALW7Khl6rWn8vOLT0nAJIQQJyilFO5aBzXlZf7AqKqS2spK/76qEmdVJbXVVc2CIoPRiD04pGGzBgVhCwgiJDoGa2BQXYAUhCXALsHQccj/C2CLwiYTI2SWhBCinn9EkhEkNzxkHRowaZoWDnQDlnZkP4QAcDlq+PH5Jxhw2jS6Dh3Jlt9yyNpWxpk3DcCk+ch/8EE0m53kl15EmU28vfltNhRt4N9j/k1MQAzUlsG8//M3dt4bEBiJUopfthbw1tJ0JvSI5s0rh2O3yA+pR0KvuGA+cfbmzKzXqY0MxTbrUiq++JKU4ZdRsMdJcGQ0RXvTie7UuaO7KoQQ4gB5PR4cFWXUlJdRU16Oo7z+2L/pPm/DuRZ7AIFhYQSEhmMPDiEgJJTIxGTsIXUBUmDgCRsUKV3h9er4PDq6T+Hz6vi8OrpX4fPV7b1682Nv47m6V8fXcK7/WPf563VdoXT/9H7l09EVqIZy/173+T+dP9DIRtHOItqHW3sh0kkykuCAaVrd2lX+vX9dncbX/uk/NJk+RJO1dWhd1urapmVNjg37uf5grjnA+xsMWt00prbL6o8bygwaBk0DA/69JuGkEPvS0SOYugF5SilPB/dDnOSqS0v46YWnGHPR5cR27cGvH+3AFmTm9Gv74snOIuuf/yTij38keOJECmoKeOi3hxiXNI6nJj7l/wFp0+ew5m2YdD908o+S2ZhdzlNzdzI4OZyXLxtKsE2mwh1JwTYzRV4buB1MTJzOUksu/dLT6XVzJAs+3sOomdNZ88PXTL3hdw2YFEIIcZh53C6qS4qpKimhqqSIqpJiqkuLqS4rRff5F6o2mkwEhoUTEBpOUHgEAWHhRKd2bigzmY/9761KV3hcPjwuH26nt+HY42ws87p1vB4fXo+O163jc9cde3S8bh+63hje1EcjzX7F1TSMJgNGc93eaMBg0jAaDRjNBgzGunJT47HB5N+bLeaGY6NJw2BsPM9g9P9CbzA0P27YG/2/fGvGxgBCHF/qR3r5p/DQcKzr/q80/5SfunodGtfaoXE6kd6ivq2y9q5po0zXG/uk+/wLkTctq2+r2Xl1x/598/r6Mr2ufXTQlfJPgVL1Zf5j/97fl/prqGvf/+fT8eHkQYd7GnVP42sR0jU5j6avm7TTXnlDENkygGwVUDb5v6GNc5uHl/VtHng/aKetliHiPvsgweFh1aEBk1JqFf6QaV/nyN+0OKJKsrP45Y0XOe26PxEUHsfsVzbTc2Qc3YbGUP3bYkrfepOEhx7CnJjI3L1z+XTHp9w38j66hHaBsr3w8/0QNwAu+wJMVgornTwxZwcGTeO/5w8gJtjW0W/xpBFqN+OIGsJpxjD+lTmbU6ZMwbP0VwJCuqIZI6mtqqSmvIzAsPCO7qoQQpzQlFI4a6qpLCygvCCfisJ8KosKqS4rbXiilMliITgiiqDIKIIjo0ju05/gqCgCwyIwmjr6M1D/e/A4fbhqvbgcXty1Hly1PtwOT0OZq9aL2+HF7fTh9TR/eptG3UgdTcNsNfo3m39vsZoaju3BFswWI0aLAZPZgMlsxGQxYLIYMZkNGC3+wEiII6Hhl+ujM6ZMHKKGUK5VaLfvwI9WIWHztlrVN5S3Lqu/V9Ngsum1TUM///pErYPMNoPGffajRdjZEAy20be6wLBlWX1o2PJ9HOngsH7EpsFk4Iwb+h+x+xwrOv67txAdKHfnNpZ8+gFn3X4PStn58eVNjDq7C7GdQyh5/XVcabtJevFFXCbFw0v/jxBrCC+e+iJmgwnWvgtbv4Fpj0JUd1xeH28sTGNleil3TelJ/6TQjn57J50x3SJZ6RzNxF0/QgD4Tj2F6r//h/5/e5xNC7MZPG0G62Z/z9iLL+/orgohxHHP63ZTUVRARWE+FYUFVBT4QySvxw2ALSiY0JhYQqNjie/ek56njCMoIgKj6eiOOlJK4Xb6cFa7qa324Kz24Kzx75u+9nmbP/5cA8w2E1a7CUuAf28NMGGxmwiLDcBqNze8Ntv8YZB8Ai6EOJIaRgmhwYk541cc5yRgEietvZvWs+aHr5l55/1UlvhY8tlWJl7Wi5AgyL3nXuz9+hL/n0fIrMrk37/+m6v7Xc3oxNFQVQA//gUSh8Cln4LByPI9JTw7bxeXjkzhpgld5QfMDjK2ezTPzitjomMHMybcxg+FC5gaHUWwu5CqEicxXfqw8pvPcTtrsdjsHd1dIYQ45um6j8qiIsrycijLzaY0L5eq4kL/CCSzhZCYWH+IFBNLSr+BhETHYLZYj3i/vB4fjkq3f6twNx5XunFWufF69GZzyCw2E7YgM/YgM7ZAM7YgM1FJQdiCLNiDzFgDTZjk4Rv7pZQCrxel6/69z4fy+aDFXnm9/seSe33g86J8un+v6/5z6qYs1Q1TaBhxUDefqWHkRP2m9LrHmisar9H1utdN2tGbXNfeCt9Nf0arP25r8e+2zuMgr/XPF/JPTzIYwGBo/lqre+y5QfPX1T/mvP7cuulCDXUN12lQ92h0Gl5rbV9Xd8+Gc5s8Or2+Xf8UKv/rZtfVtyOEEAdIAiZxUtq9ZgWbF8xlxp//Sl5aDRvmZ3H69f0wVZWQ9af7ibrhBgJHjWLe3nl8tvMzHhr7EHGBcf4RS6teh9Mfgbj+lDvcPPrTFiwmA69cMZQQWWepQyWG2cmrcKK6jmacz8iNOb9x4SV3Uvb+B/SefgM7luXTb9IUNs+fw5Azz+7o7gohxDHD5aihOCuT0pwsyvJyKM/Pw+txoxkMhETFEB6fSERCEl2HjSI4KuqILZbtcfuoKXNRXeakusxFTYWrITjyuBqnoBlNBgJCLA1bYJiV6ORg7CHmhilnxzOl6yinE93lQtXWojtdKJcT3elEuVz+vbPudV2d8ngaN7e7xev6YzfKXbf0aX1w0HRqSNOytoIFTQOjAc1oQjMawWj0701GNIMRzWQEo8kfXtSVYTLWnW+oq9PqwhJD47ondUELBq0x1GhSVv9o+GaBTNMygxGtPhyhsZ3GP9C699g0c2p436qN81STonaubViwqLFMtby2aeCldH8o1uTR5ej+QK3Z66Zhma43XqeoC9/qz2vRZsPr+usaH7Xe6h4Nr5vcoz7kq5vC2njeMcJQH7AZ/UFY/deR0YBW//XUpN7/dWPwf402+ZrTjC3COoOxWeDXWF8f4DWvx2hoPDZo/q//pmGfwdA86Kurb3q/poGiZmwS9Bk0MBqbhYUNbdV/fe/zfo3tNQSFRqOEhOKokoBJnHS2L11E2splnHX7vexaVUTWtjLOuKE/np3byf3vf4l/6N9oSfE8vupxdKXzv8n/w+xzwze3QEAE/OFzlNHCt+tz+GRVFndN7cHQThEd/bZEna7RQeyNn0bqlrfol9CPHVFuIrKzSOlq54c3s5l+y2i+/M8/GDj1rGNijQ8hhDia3M5aSrOzKM7aS3F2JmV5OSifD0tAIFFJKUQkJdNn3CRC4+IP+0gkj8vnD47KXVSXuqgprw+R3A2/xJvMBoLCbQSFWwkMsxLfLawhRLLYjr3/s5XPh+5woNfUNO5rHOiOun3Tcoej2XF9CICmtV7/w2hEs1owWG1oNmvd3obBZkWz2f17a93rkBA0qxWDxYJmNoPZjGY27/u1/MIpjiMNI9p89eGX7g/b6vYNo958vsbRbrruHzmn2ji3LshTPl9jqNfknMYgztdwbtP2mtf7j5XX569vGgo2a0tH6Y3384/ma95eQ319G77699b6fk3rG4JFn69ZqNjwno+BhckbtAz8GgK0xkCw4dhwgIFfGwFjswCyjUBwn4Hf/gLIfQSC7QWM9edakpM7+m/giNPUsfQFd5gMGzZMrV69uqO7IY5BmxfMJXvbZqbecBsbF+RQUVTL+It6UL1wIWWffEziY49RYdP52+K/MbPrTKZ1ngYFW+Gne2DcXdB1EkVVLv757WZ6xYVw44SuWEyy8OaxZGlaMWv2lnFr7j3sPeu/vLn9fe6qGIW3qJisxIkEhlmpKlqBLSiY3mMndnR3hRDiiNB1H2V5uRRm7KF4bzqludn4PB7MVhsRSSlEJXciKjmFsLiEwxa2+zw6VaVOKktqqSx2UlW397j9I4+ahkeNeysBIRYMHbSItdJ19MpKfFVV+Cor0Zvtq/BVVqBXVuGrqkSvqm49osNoxBAQgCEwcP/7wCavAwL8v3gIIcRJolk4WBcINhzrdYGfahGONQkEG6fX7isQbC9gbCugaxH4Nb3fAQSCDQHkgQSCug5GI7H33N3Rfw2HS7ufUhx7HwUJcYSs+/l7SrIymXrDbaz6YS9KKcZf3IOy9z/AuXUrSc8/z67qdB779THuHX4vPcN7+Bfy3v4DnPcGBMcye3M+7y7L4IGzetM3QRbxPhaN7BLJiwt3c2v/M+iUt5mS2hLU+JFU/ekuer94EbNf38q0607jmycfpteYCfIprhDiuOd1uynO2kthxm4K0/dQWVSAZjAQFpdATGoXeo4eT0RCEiaL5ZDv5ar1UlHooLzAv1WWOHFW+6dcGYwawRE2QqLshETZiO8aSnCk7aiNPFJK+YOhsjJ8ZWV4y8rwlZX7X5eX4Ssvx1tWBh5v40UGA4bgIIwhoRhDQjCEBGMMDsEQEoI5MQljSDCGkBCMwcEYgoIkFBJCiN+pYYqf0SjPLDyBScAkTgrrfv6estwcJl91I4s/SyM40sagyYkU/Oc/GENCiX/kYeZnzefznZ/zxIQniNAs8PVNENEFLv6QSrfOvz/bQESghTevHI5NFgI9ZhkNGl2iA9kdfwZdl9zL2aOv4tu9P3DGqJG416wgOiWBokwnCT16s3fTelIHDO7oLgshxAHzut0UZuwmP20nBem7cVRWYDSZiUruREznLgybcS6hMbGHFJ77PDoVRbWU1wdJhQ4cFf4nw1lsRkJjAwiLCSClXyShUXZsQUd2ypXucOAtLvZvRcV4i4rwFhfhLS7GV1Lq/5QZ/2PWDSEhGMPDMIWHYwwPxxgWjjkhwX8cHoYpLAztMARtxwOv7sWje/ybr8W+bnP73M3OcetuvLoXn/Lh0334lA9d6Q1lTY/rz9GVjld5G4/3ca6i7tHkdXsdvW4ZI4Wu9P1+HWlo1K10hNbkV9S2yjqSQu2zLxr+daUMmgGDZmh8jaFZOdDsnGbntnGtQWu8vtl5de02tLGfcqNmbNZmw73qywyGZvczasaGezZcq7W4lhZt19e1aKdp35ret+Ee7fTLqBkb3rMQouNIwCROeOvn/EhpThYTrrie+e9tJ6F7GL2GR5F7z70Ejh1L6Dln89qm18iryeO5Sc9hLs+E726HCfdC53Gszijl8Z93cOeUHozsEtnRb0ccgOkDEvhmRzF3WoOYFNyNG7Z/zEXnP0rB//2LAQ8/yaKPdzLhkun8/NIzEjAJIY5ZStcpy88lb9cO8tJ2UlGQh9FsISa1C3HdutNz9HgCw8J/d/sel4+y/BpKc/1beaEDn1dhMhsIibYTFmMntnMIPUfFERBiOey/uCldx1dSgic/H09+Pt68fDwF/r2vuqphkWaDPQBTdDSmqChMUVFYUpIJGDIYY1QUpogItONgPT2lFG7dTY2nBofHQY2nhlpvLU6fE5fXRa2vFpfXhcvnwul1+vc+Z+NxkzJd+afp1QcY7YUZBs2A2WDGYrRgNpj9m9GMxWDBZDBhNvrLLAZLw7HZYMZkMGExWjCZTBg0AyaDqSEYaHps1IwYDcbWx22V1YUD9WFAfRDQMjQ5GbQM2JTyh2v1f6+60puV14dvTV/XX9tmeZPrW17bsry+runrpvdsttVd61M+fD5fu3XN7ldXV1/mU76GvtcHjk3r2r13i341tFNX5tN9DX04VrQM3loGbi2Dt5ZlTQO1fQVvDaFdW+00Cd7aqjPQRuDXJHhsr+5gQ8f9vfem9zmZ/i84UR3735GFOAQb582mODODiVfcwLw3t9J9WCypPQLJuf0Owi66EOu40fxtyd/oHdGbf4z6B1raPFj2Asx6GT04kZcXprE9r4rX/jhMnhB3HBnWKZxn5u1EnXoppo2fMCp+FMud2+geHo6pMBNbgInaaiPhCUlkb99CUq++Hd1lIYSgtrqK3B3byE/bQeHedJTPR3h8InHdejDsrHMIjY37XT94e90+yvIdlOb5g6Sy/Bp8XoXZYiA8PpCI+EB6joojLDYA42FcV1B3OHBnZ+PJzsGTk4MnPw9vfoE/PAI0zYAxMgJzXDymuFgsnVMJPGUUprg4jMHBh60fh8Kre6l2V1PlrqLSU0mVu6rZ5vA4cHj9gVH9vj4oaMlqtBJgCiDAHECgORC7yY7NaMNmsmE1WrGZbIRZw7CarNiMjWU2o61ZmfEIPcFPHB31wRoaGJG/yxNRy0CvZRin6+0Hb80Ctf0Eb/Xh2oEEb02v8yn/2kFNz99XH1qWtepDk3b2G1S2Fzo2+fPqaArVajThgQRvbY4AbBK8mY1mbhp4U0e/vSNOAiZxwtr4y88UpKcx8YobmPvmVnqPiScpyUjObbcR9aeb8fbvzp8X/pkLelzAxKQJsPgpKNkDl3xEicvAfe+vYVyPaJ69eJAk6ccZg0FjUHIYa7Qohu19kvNGvMmDKx7msStvpeTNNxl4y/2sn5vJiBmz+OWNFyVgEkJ0iMqiQnK2byF7+xYqiwqxBQWT0KMXXYeNYtR5F2M0HfwHG7XVboozqynKqqI4uxqXw4PR1BgkdRsWQ3hcAKbDMNVbeTz+0UdZWY1BUnY2vppqwD/yyJyYgCU5GUtqJwJHjeyQ8EgpRa23lnJXOWWuMsqdjftyV3ljYOSp8k/TajIyyKAZCLGEEGwJ9m9m/z7UEkpiUCKB5sCG0CjAHECAKQCTQX68FuJkVh9CSIB4/GoaerUZ+O0jEGwYpdcieDtZyHdAcULatGAO+bt3MumPNzL3zW30HZdIQoSLnDvuJ/b++yhPCuVvC+7k9iG30z+0C3xxLSQNh7P/x4r0Up6et5O/T+8jC3kfxy4clsyLC9MY1m0KEZkrCTIHkR9twlhVTbChGrfTCwQSFBFJ/u5dxHXt3tFdFkKcwJSuU5ydSc72reRs34KzuoqQqBgSe/VhxNkXEBIdc1AfZiilqCpxUpzlD5NKcqrxeXRsQWaikoOJ6RRMn7EJ2AIPbfSt8vnw5OXhTs/AneHfPDk5KKWjmcyY4+IwJyVhSU7CPmAA5qQkjEFBh3TPA1HrraXYUUyxs5ji2mJKaksoc5Y1BEfVnupmf552k50waxjhtnD/3hpOl7AuhFpDCbGEEGIJIdAcKOHQ76EU6F7QfaB8jcctXytf3VP46h45X79XB1LGAZ7XdF+n4etAa37cUKft+7x9XsP+z9MMbWztlbes3995hib3FUIcLhIS/n7asTAM7XAbNmyYWr16dUd3Q3SQrb8tIGvLJiZfeRNz3txG/wmJxNrKyf/Xg8Q//BDpgQ7+u+q//N8p/0cyJvj6Rhh3Fyp1HG8sTmdTTgUPz+pPkFV+yDzeXf32Kp47J5Wgn25jy5S/8f2e77nVcCrVCxfiO+da9qwvov/EUH59/y1m3HFvR3dXCHECUUpRmptN5uYNZG/djLvWQWRyJ5J69SWhZ28CQg7uAwxHpZvCjEoKMiopzq5G9+kER9qJSgoiOjmYyMRATJbf/4Owt6wM9549DSGSO2MvutuFphkwJ8RjSe2MpXMqltRUzAkJR+RpakopylxlFDoKKXIU+YMjZwnFtcUUOYqo9dY2nGs32YmyRzVskfZIwq3hhNn84VGgOfD4Hn2sFHhd4K0Fj9O/97rAUwteZ4u9C3xu8Hnq9gd4rHsb71VP0/yvD+rPTgOD0R92GEz+Y4MJNGPdsbHxWDM2tl0fnjSEM9oBlLHv82gSzDR7b6r5cUNde8ftXdPy+v203bDXm2wtX7e1qQM4r0nAdrgd9NdAy2tbBGX1Xx+aoe5roEn976ozgMHwO+uMTYK7g62rf0/t1bWxHXBd/b2P4/+3xMmk3S9U+Q1anFB2rVpGxvo1nHrdbcx5cxsDJiYRbSwm/8FHSHjicdb49vD2mrd5YsIThJfnwOy/wvSncYZ24YHPNtIjNohnLhp0fP9QKhpMHxDP9ztruTgwmr7KxP8qM/CM647z5VdIjDOxpsCB2dYJa0AARZkZRKekdnSXhRDHscriQjI3bSBzy0YcFeVEJCaR0ncgU66/BVvggY/q8bh9FGdWUVAXKLkdXuzBFmJSQ0gdEMWwM1Ixmn/fWkm+qipcaWm4du3ClZaGZ28mSukYQ8Owdu2CJbUzIdNnYElJxmC3/657tEUpRaW7kvyafPJr8ilwFDQcl7vKG84Lt4UTGxDbEBx1CunUcBxgDjhs/TkslPIHNa5qcFeDu6ZuX3fcqrzpvmb/v8QbzWCyg9m2770lEEwR/vONlrrtAI4NJvllVhwZ9eGX7msRivkaw7F263T/SLcDqmvRhu5rEsy1VVd/b287dfqBlR90XZN+7a+uLfXB7/7qWp63r7p9td9uyNcieDO0DM0OR13TkK+tuqYj+w62ro2A8LCEgxIQNiUjmMQJY+/G9ayf8wOn33QXv7y9gwGnJhOt51Pw+OMkPvkk8ytXMztjNg+PfRh7+mJY8TLMeoVsdwB//WIT14/vwvge0R39NsRhVOv2ccP7a3j3TDuseYf5/c8kozKD83OS8OTm4hg1k9xd5fQcYWfpZx9w5q1/6eguCyGOIy6Hg8xN68nYsJaKogJCoqJJ7jeQlL4DDurpbjXlLnLTyslLq6Ci0IHRbCA6JZjYziHEdAr5XdPclNuNa88enNu249q5E/fevSivB2NQEJZu3bB264a1e3csycmH5Sls9QFSdnU22VXZ5FTnkF2VTaGjsGHtiVBrKHGBccQGxBIXGNdwHGYN65gPdpQCVxU4K/ybq7LxuNlW7t973f7rmo6OMVnBEuQPeax1e0tQY5klqEV53d4c4P8lSwghjjX7DPiahnht1dWPrttHwNdu3aEEefsL8fYXbB5M6Nmy/02O98Vohos/ODp/h0eejGASJ7bcndtY8+PXnHHLPfzyzk4GnppMpCeHwqefJunpp/m2aAGrC1bz2PjHMK95B7JWwUUfsDSzmv/N38h/zu1Pp8jAjn4b4jCzW4x0iQpksy+JfuV7mRg9hOu2fcBlk16g7PqbSP7Dpayfm8mg05LRDAZKc7OJSEjq6G4LIY5RSimK9qaTvn4NOdu3YDJbSOk/iOFnn09YbNwBt1GW7yAvrZy83RXUVroJCLMS3zWUAZOSCI2xH3TY4quuwbVjO85t23Fu24q3sAjNZMLarSu23r0JO+9cLJ06oZkPbT0mr+4lrzqPjMoMsquzyanKIac6B5fPBfgDpMSgRBKDEukf1Z8zUs8gJiDm6Dz1TCn/6CBHSd1W2vax19V4jab5Ax9bGNhCm2whENm1ebk1xD9iSAghTnQGAyABuPh9ZASTOO4V7U3n1/ff5Mxb7+XXj9LpMzaBaFcmxS++SOJTT/Jh9jdkVmZy3/B7MfzyL/+njZMe4P0VmaxIL+XRc/sTKOstnbDSCqt5bdEeHuuVBjVFfBYegcVgYfwqB4aAAMo6j6E4u5rOAwys+u5Lpt10R0d3WQhxDHHWVJO5aT3p69dQVVJMVEoqnQcNJbFXX0wHENgoXVGcU03OjjLyd1fgcfkIiwsgvmsY8d1CCQy1HlR/fJWVODdvpnbzFlzbt+GrqsYQEICtV0+svXtj690HU0z07x4RpJSixFnC3sq9ZFRksLdyL5lVmbh9boyakYSgBFJCUkgOTiYpKImEoARspiMYvLgdUF0A1YV1+ybHNcX+T5LrWYIgIBICIlrsI8Ee4X9tPnzT/o5VPl3h8em4fToer47H1+S1T8fjVQ3Hbm9dmc9/nk9vsimFV1foeou9Unh9/vqWZbpSeHUdnw6+JntF3QABpRqWMVIo/wf/KP/AA/xff/XHB/sV/HuuORzq79u4tJSGQQODpmHQNP8sozb2hobXTc+vv77+vH2fY9D8T87VNNBo2iYt6tu5B/4sof4exib1RkOTawzN2za2KGvYDI2vjYYW/WxyjbHJezIamh83u0fdsSxdIcQxR0YwiRNTWV4OC955jbNuvYfFn+2l58g4oh17KH7tNRKefopXdr+HV/dy/7C70b67HRKH4Bt6Nf/5YRtWs4FnLxqEwSDftE5k3WKCKKlxU5ZyOuFfXsTMP3zKnxbcxvRznif7pptJeWM6G+ZnMfDUAfg8HsrycwmPS+jobgshOlB5QT67Vy8nc/OGhlFKp5x3CSHRMfu9VilFeYGD7O1l5Owsx+P0EpkURGLPcPqMTcBiO/AfvZTbjXPHTmo3bcS5YSPekhIMwUHY+/XHPmgg4RdfhDEk5He9R13p5FTnsLt8N2nlaewu3025qxwNjQhbBKmhqaSGpDKz60ySQ5KxGg8uCNt/B3SoKYLKbKjMhYocqKzbXNWN55ntEBwHQTEQFAvhqZA8wn8cEAXGY/tHWaUULq+Ow+2jxuWlxu2lxuXD4fbi9Og4PT7/5tVx1R/Xl3ubHHt09LoPhet/amkvUNE0DYtJw2w0YDEaMJvq9kZ/mdlowGJq/dpk8IcKNrMRowGMBkPjvi48MLUoMxqabyaDP0Qw1QUF9a8bwhVoCEPqlyupP25Wf5wFCvUf2NeHY7ryh231oZpeH64p6h5b3s45etPXqiF0azhfp8U1/jrVzr79fjTvk64UPl3HozdvV68LEfWGc1q3VV/va2hX4dNpdtz0ng3n6f7j+j749NbH9e/lWNA0pDMaWod4hrYCs4YgzR+4GdoL1rTGfydNgzVjk3abhn4NYaChRcDXoi8tw8H2zmn+fpqHg8b6wNLQdgAp4aBoSUYwieNWZXERs194iml/uotVPxSS3CeCRJVJ6RtvEv/k4zy59UWiA6K5usfF8NUN0O88HN2nc/fnG5nQPZoLhyd39FsQR8m8rQXsLqrmBtMPENGZl9059IvqR+/ZOzEnJVEYNYjqMifJvWDVt18w7eY/d3SXhRBHkVKKgj1p7F69nLy0nYREx9Bt2ChS+g3EZLHs9/qqUqc/UNpRhqPKTVhsAEk9w0noHnbA6ycppfDk5FK7fj21GzfgTs9AMxqx9uqJfcAA7P37Y4o++HUClVIUOApIK08jrSyNtPI0ip3FGDCQEJRA97DudA3rSrewboTZwg66/Xa5qqF8L5TthfLMJuFRFdQ/8SswGkISITQRQhIgJMm/t/2+0Oxw8vp0ql1eKmu9VDo9VNZ66vb+11VOLw63l+q6sKjG5WsIgFqyGA0EWk0EWo0EWEwEWY3YLSZsZgM2kxGb2eg/rttbW5UZsZkMmIwyZUWIjqCaBnEtAjt/6NbGcV34plTTIK3xvLbCtJaBXrvlrc5pDOxUO9c0DQcb3kPdSMXGULL9cLDpeb4m7R6tcLC+pYOJq+qvaS9Ma3ZcF9jtLxw0tjHir2Vg1zIcrK83Gw2cP/SEWYpDRjCJE0ttVSWzX3yaKTfcxto5JcR3CyPJmEvxK2+Q8NSTPLThCfpE9uHClCnw6eUw+jYKo0Zy13truHFCV8Z0i+rotyCOokm9YnhjcTrXXnYFxi+v4eLz3+DvS/7Osxc/Svatt9L5tdP47rkN9JswAKXrlORkEZkoAaQQJzKf10PWlk2krV5BeX4uMZ270m3YSEZf8Ae0/Sy+7PX4yN1VTubmUkpyqwmOtJHUK5xTzu16wFPelM+Ha9cuHGvWULtmLb6KCsxJSdgHDSL84ouxpKbutx8tuX1udpfvZnvpdraVbiO7KhuFIjYglu7h3ekV2YvpXacTaYs89E+VvW6oyGoSItXt3XWjjyyBENYJwjtBZDfoMsEfJh3l8Mjp8VHmcFNa46asxkOpw01Zjf91ucNNpdNLldODrpr/tGwwaARbTYTYzYTY6vdmQuwmEsPtBNtMdWGRiQCrkQCzUQIgIU5QWv0oHjT55fk40144WB+SqZbHLUYTNg0HfU1H+OktAr66a1qFg00Ct5OFjGASxx2P28W3Tz7C2IuvYNdqnZAoO90jSih6/n/EP/0k/974BENih3BOzAj/yKUpD7LD0I1/fLOZh87pR/fY4I5+C6IDvPLrbrpEBzEl6znoPZOHc+dxTvdziPnkV+x9+5Jj7YHb6SOxh8byLz/mzFvu6uguCyEOM5/XQ+amDexYvpia8jKS+/Sn2/BRB7S4f0WRg72bS8neXorSFfHdw+jUN5KIhMADCmt0lwvnpk04Vq+hdtMmlMeNtXt3AoYOwz54EKbwA3/qHEC1u5odZTv8YVLJNoprizEbzXQL60aviF70juhNUnASBu0QQg+fFyoyoWQ3lKT5t4ps/5NyDGYITfJPWQvv1BgmWY/s91iX10dxtZuiKlezrczhpszhptrpBRo/ubaZDYQHWPxboIWIQDPhARYiAi2E2S2E2s0E2UwYZbq8EEIIcaDa/aYpAZM4rui6jx+efZwBp04jPyMEs9VI76Rqip58irinn+Tfm59keNxwZob1he9uhxnPsqoqnGfn7eLpiwYRHXyY15AQx42yGjd3f76B18+Jhzl/I3vaQzy37jn+M/ABcv5yN4kvvcR3z29gxq2DmPvacww76xyiUlI7uttCiEPk83rJ3LyBncsXU11aQkr/QfQYOYbQmNj9XKeTs6OMjM0llOXVEBptJ6VvJEm9wg9oHSXl8VC7aRM1y5ZRu3EjmtGEfUB/7EOGYO/fH4P9wBebdvvcbC/dzqbiTWwq3kS5s5wgSxA9w3vSM6InvSN6Ex1w8NPnGtSUQNF2KNnlD5FK08HnBs0IYSn+EUiRXSGqu38U0hF4Kly1y0t+RS15FU4KK10UVTeGR1VOD+AfRWA2akQHW4kOsvn3wVaigixEBloJDzQTZDXJmh9CCCHEkSVT5MTxTynFgrdfpeuwkZQVRqCUhz6pTgoefYL4J5/kX5seZ1T8KGYEd/eHS+e+ytxsI5+s2s3Llw8lSJ4Ud1ILD7QQG2Jja00IfUw2ktwuzAYze1UJQb164Vy9mp4jU9i2NI9Rsy5i8SfvMf32ezq620KI30H3+cjctJ4dy5dQVVJESr+BjDr3IkJj4vZ5ncvhYe/mEjI2leByeEnsEUa/cYmExwfsN7RQuo5r+3Zqli3HsXYtyuvB3n8AgaeMIuq669AOYC0n8C++nVmZ2RAmZVZlYjaY6RXRi/5R/Tmj8xlE2CIO+M+imdpyf5BUuBUKt0NZhn80UkAkRPf0B0jJIyG8M5gP35Phalxe8iqc5NUFSHnl/uOiKlfDukUBVhMJoTZiQ/zboOSwhgApWEIjIYQQ4rggI5jEcWPF158BEBY/jrzdFYwabqDg4UeIe/K/PLjtGU5JOIXpAanw831w7ut8usPN0rRiHjt/AFbT4f+0VRx/9hRV88KC3Tw53gCr32LP2Ft4c/Ob/F/vP5P3t7+T+L//8e1z65l+y0Dmv/Uig6aeRUxql47uthDiANQv1L31t/mUZGWS0n8QPU8ZR1jsvkOlqlIn6RuKydpWisGo0alfJKn9owgI2X8g5MnJofq336hZvgK9uhpbr54EjDqFgCGDMQQEHFC/nV4nm4o3sbZgLZtLNuPRPXQK7kT/6P70j+pPSnDKwYcrXrc/SMrfBAVboHQP6F6whUJML4juDTG9/dPbDsNoJKfHR3ZZLVmlDrLKHP59aS0urw/wh0fxITbiw+zEh9rqNjvRwVaZmiaEEEIcf2QEkzi+bV00n+rSEroMO4+dKwsYPzGAgn8/SOzjj/KvrU8zNnEsZ9riYc4DqPPf4uVVFeRX1PLUhYMwyA+vok6X6CCcHh959h7EV+XRxRyC2+cm31KLOTkJ16aN9B6dwNbFuYw850IWffAWM/78147uthBiHyqLCtn62wKytmwkpnNX+k2cst9guCy/ht1rC8lNqyAwzErnAVFMvaYvZuu+wxbd7caxahU1i37DtWsnpoQEgsaOI/5f/4cxNPSA+lvhqmBtwVrWFa5jV/kuLAYL/aP7MzxuOFf2uxKr8SCncjsroWAz5G30B0rV+WC0+EckxQ2AoVdCRBcwHtqPfGU1bvYU15BeXENmqT9EKne4AbCajCSF20mOCCA5ws7orpEkhQdgM8uHO0IIIcTJREYwiWNexsZ1bJo/hyFnXc/6OZlMnhFJ4QP3+8OlXc8zIWkC00wRsPA/6Oe+ySML8gixm7l1cjcZUi9aWZ1RytytBdzXMw/2LmPbwHP5YtcX3Jt6LQUPP0LCs8/y7bPrmP6ngSx89xX6T55KbJduHd1tIUQTzppqdi5fwu7Vy7EHh9J77ESS+/XHsI/ROOUFDtLWFJK7q4zQ6AC6Do0hoXvYfj+EcGdlUf3bbziWLUe53diHDSVo/HisPXoc0PeY4tpiVuatZHXBanKrcwmxhjA4ZjBDYobQLawbxoMZQeSsgNx1kLPGHyi5q/2Lasf2g/iBENcfgvc9YmufzXt8ZJTUsKfIHyTtKaqhtMYFQHiAhc5RgXSODiQlIoCUiABC7Wb5PiuEEEKcfGQEkzg+FaTvZs33XzH2kjtY/k0GUy5IpPC+u4l9+N88vPslxiWOY5oWBL/+F/38t/nb7Ex6x4dw+ahOHd11cYwa2imc5+anUTVpLMFLn6f36FspqS2hLMSAKToK15Yt9B2byOZFOYycdSEL3n6VmXfd39HdFuKkp3SdzM0b2fLrPDwuJz1GjWX67fditrW/VlB5gYO0tYXk7iwjJDqAbkOiGXJ6CoZ9PE5e+XzUbthA1S+/4Nq2DXNiEoHjxxH/n0cwBgXtt5+V7kpW569mRd4KMioziLJHMTxuONf0v4aEwIQDD2S8bijcAtmrIWct1BT6w6SEwf51koZfB7aQA2urhSqnh12F1ewqqGJHfjWZpTV4dYXNZCQ1KpAuUYGM7BzBxcOTiQi0SIgkhBBCiAMiI5jEMauisICfX36WiX+8g6VfZHPaJamU3H8XsX+9jyfLPqN3ZG/ONYTBilfQz32DB35MZ0BSKJeMSOnorotj3E+b8sgpr+XaqC1Qksb6HpOYu3cudyRf3mQU03rOunkAv330Or1GjyehR++O7rYQJ6WqkmI2L5xL9tZNJPXpT98JpxES1f4T06rLnOxcWUD29lKCo+x0GxpDYvewfYZKutNJzdJlVM3/BW9uHvZBAwmafCq2vn32G67UemtZV7iOFXkr2FG6g0BzIMPjhjMyfiSpIakHHs6UZ0HWCn+gVLILDCb/yKTEoZA45HeNTKp1+0grrGZnQRU7C6rYU1yDx6cTaDXRIyaYHrFBdI8NJjUyANM+/nyEEEIIIZpo94cbCZjEMam2qpLvnn6UCZffzLKvC5l4YRcqH7yXqBtv4mXffGICYrjMlgwrXvaHSz+kMSg5jIuGS7gk9s+nKy57fQXvXj0M8wez4NJPuWXR3fx7zL9xPf4CoTNnkOONp7Kklp4jQvj55WeZde8/5VN8IY4Sn9fDnjWr2PrbfEwWK/0mTiGl3wA0Q9shiLvWy+51RexZV4jFbqLHiDiSe4fvM1TylpVRvfBXqhcuRDmdBI4+haBTT8WSlLTPvimlSK9IZ3HOYlYVrAJgSMwQRsaPpGd4zwOb8qbr/kW4M5dC5nJwlEJoIiSPguQRENEV2nmv7SmudrElt5ItuRVsza2k2uXFbjbSLSaIHrHB9IgNpnNUIBaTBElCCCGEOCQSMInjh8ft4tsnH2HUuX9g9U81jJnVGecT/yDs4ot4P2gTBs3A9aH9YPEz6Oe/xf3f72ZISjgXDk/u6K6L48i7yzIItpmYZVwKteUsTxnAyryV3JR4MfkPPkjS88/z7XPrOePG/qz69mMSuvei8+BhHd1tIU5o5QX5bJj7I4Xpu+k6dAS9x03CHtz2NDCfTydrayk7VxbgcfnoOjiaLoOjsdjan/3vLSujat48qucvQLNYCJ48icDx4zGFh++zXw6PgxV5K1ics5jMqkw6h3ZmbOJYhscNx26y7/+NeV2Qu94fKGWvBq8TontByimQMgoCo/bfRh2lFNlltWzJrWBLbiU78qtw+3QiAi30TQilb0IIveNDCLWbD7hNIYQQQoiDIAGTOD7ouo8fn3uCPuNPY9tyM4OnJMPrjxE0aRJfJxdQ6izl9uhT0Bb9F9/5b3Pf93sYlhrBhcMkXBIHp9bt45p3VvH+VUMxvD8L9YcvuOnX23ls3GM4n3qR4NNPJ9+QTFl+Df3Gx/Dtkw9z/gP/bncEhRDi99F1Hxnr17Jp/hwsdjsDp5xBfPde7Y4YLMqsYvuyPErzakjuE0GP4XEEhbf/5DVfeTlVv/xC1fwFaCYTwVOmEDRxIsagwH32K70inUXZi1idvxqDZmBE/AjGJY4jJeQARsrqPshbD3t+hayVgIKEIf4wKWkYWPZ976ZKql1syC5nfZZ/ZJLbp5Mcbqdfoj9M6hEbLE9rE0IIIcTRJAGTOPYppZj/1ivEdulO7u44ug+Pwf7tq9h69WTeANhVtou/Jk5FW/AQvvPf5q/fZzCySyTnD933dAYh2vPiwjS6RgdxunM2aEaWxnZlbeFabky6iLx//JOkF1/g22fXM+2G/mye/z0BoWH0Hjuxo7stxAmhtqqSTfPnkLFhLZ0GDKb/5KkEhIS2ea7L4WHnygLSNxQRHh9I79HxRCUFt9u2r6KCql/mUzX/FzSDkeAppxE0adI+F+nWlc7Goo0syFrAlpItpIakMiFpAsPjhmMztb+QOABK+ae87fkV9i4BT63/qW6dx/sX5Dbv5/o6To+PLbkVrM+qYENWOeW1HiIDLQxMCmVgchh9EkKwmiRMEkIIIUSHkoBJHPtWfvM5us+H2z2YmE7BRK76HENgIMsnxbIibwX/1/lcDPP+ie/8t7n3h0xO6RLJeRIuiUNQ5fRw8wdrefeKgWgfnI+6/GtuXnArj457FOczrxA8eRJF9i7k76lg6LQkvvzPPznvgQcxmmTqiRC/V37aTtbP/RFXTTX9Jk2h8+BhGNpYt0gpRe6ucrYtzcPl8NJjRCxdBkZjNLc9ilB3u6n+9Vcqf/gRfF7/SKVJkzAGtx9EuXwuVuStYH7mfHKrc+kX1Y/JKZPpE9kHg7af0YrVhZD2C+yeD45iiO7tD5Q6jT7gp7uVVLtYvbeMVeml7Cqsxmoy0C/RHyYNTAolLMByQO0IIYQQQhxFEjCJY9u23xaQs3M7ofHTMBg0OhcuwltUzKYLBvJzxs/8p8cVGH++D995b3PPj9mM6RbJuUMkXBKH7sk5OxjROYJxJZ9DYDTLIhNZlb+Kmzv9gbz7HyDp5Zf44YWNTL6iN3vWLsLjcjL49Okd3W0hjiu6z8eulcvYvHAukYlJDJx6FuFxCW2eW1PhYvuyPLK2lRHfNZTeo+MJiWp7nSOlFLXr1lHx7bd4snMIGj+ekDPPwBTV/ppGDo+DRdmL+CXzF2o8NYyMH8nk5Mkkh+xnqrXPCzmrYddcyF0HAZHQ7VToeioEtf9Uu6Z9zSqtZWVGKaszSsmtcBIRYGZYagQjOkfQLToIg0EeJCCEEEKIY167P7C0vxKmEEfJ3o3rSVu9gi7DLqM0z0E/81ace/aQfu0Uvt/1Of/tcy3G2X/FO+t17vkxi3Hdo5g1WMIlcXhcNaYzf/lsA+Mu/SN8dDGjLvuK97a+R1UfA9bu3XCsWMnQM3qx+qcMxl4wiS8e/jt9J5yKxXYAC/sKcZJzORxsXjCH3WtW0m3YSGbccS8We0Cr8+pHK235LRfdp+g9Jp7BUzu1G7i4MzKo+PY7HGvXYh84kIgrrsDapUu7/XB4HPyW8xvz9s7D6XUyPnk89428jwhbxL7fQFU+pM3zj1JyVkDScOh5Bky6H/bztDilFOnFNSzdXcKK9FIqaj2kRNgZnhrBrad2JzFM/g8RQgghxIlFRjCJDlWYsYffPnybgaffQPqGckZ2KqDqp5/Iv/NC3tz2Nk/2/xO2H+/BO+s17pldwISe0Zw9KLGjuy1OMA99v5Uz+scxNPs9COvEyogEluQu4dYuV5J7770kv/IKP7+2mVNmdaMoYwPFmRmMOu/iju62EMesyqJC1v70LSU5WfSfPJVuw0e1OQ3O7fSyY3k+e9YXEdcllD5jEwiOaHu9Ir2mhsrZs6mc/TPmuDhCZ87APnRouwvv13prWZyzmLl75+LwOBifNJ5TU04l0h7ZfseVgoItsONHyFwOQTHQ7TToMgkC93FdnbyKWpamlbB0dwmFVU46RwUyumsko7pEynQ3IYQQQpwoZASTOPZUFhWy8N3XGTHrZrYsKmbcYCcVH35J5QPX8trml3lq0O3Yfrgb79kvc/fsAiZKuCSOkOvGd+Gf32xh6EXXwkeXMOLyr3ln6ztU2HRsffpQs3gJw88axKof0jn1jyPZMPdHHJUV7S5ILMTJKm/XDtb+9C0Ag6fNIKFHrzbPK8mtZvOvOVSVOOk5Mo7ptwzEaGodFCmlcG7cSPnnn+MpLCTkjDNIeu5ZDPa2R/94dA9Lc5byU8ZPVLmrGJc4jnuG30OUvf0pc/i8kLnMHyoVboWYvtDrTBh7Jxj3/WNSucPN0t0lLEkrJrPUQVyIjTHdorhnWk9iQw5sYW8hhBBCiBOFBEyiQ9RWVzH7pWcYee51rJ9XxMTxJspfegPnv27l6U3P8uSgOwn44W68M/7HXT8XcVrvWGYMbHu9DiEOVWyIjcggC1uKvfTtPgW2fs2Vfa/k7S1vc8fV15Fzxx0kv/46mgYlOTWMOOcCVn79KROvuK6juy5Eh1NKsXfjOtbN/o6w2HjGXnwFoTGxrc7TdUXGhmK2Ls0lKMxKvwmJ7T4JzltWRuV331G1YAG2Pn2IuOpqrF06t3v/zcWb+W7Pd2RUZDAmcQx3Dr2TmICY9jvtdvinvu34CarzIWU0DL4MYvqA1v46SLqu2JxbwcIdRazZW0aQ1cSYblFcP74LKREBaPu4VgghhBDiRCcBkzjqPG4XPz7/BCPOvpx1c8qYcFoQ5U/9B/XQXTy26WkeH3IXoT/cg2f6c9w1p4ypfWOZPkDCJXFk3TihK4//vIPnzrsGPrqI4Zd/zTtb3qHM7CZwzBiqfv6Z4WdNZMkXaZxxQ3/W/fQdFYX5hMbEdXTXhegQStfZtWoZG+fNJr57T06/6Y42R/W5nV62Lc0jfX0RnfpHMeWqPlgDWj+JUSmFY+Uqyj//HOWsJWTmTFJefRXN3PZTG3Oqc/h+9/esyl9Fn8g+nN/jfHqE92i/w55a/wLdW78BVxV0nwKT/wah+x4ZW1bjZtGuIn7dWURRlYt+iaFM7BHNTRO7Yjbu50lzQgghhBAnEVmDSRxVuu7jh2cfp9eYU9myxMTY08KpefyfGB/8C//Y8TT/GXwXsT/ei+fMp7nrl2pO7xvHWQPiO7rb4iRx92cbuG58F3rseReCYlkb04V5mfP4S//byLr+BlLeeJ3FX6bTdWgMVlslK776lDNv/UtHd1uIo8rn9bJt8UK2LppP58HDGHjatDYX7q4qdbJpQTbFOdX0Hh1P18HRGNoIZHzVNVR8+w1Vc+diHzSI8AsvxBzf9v/7NZ4aZqfPZl7mPCJtkUzvOp3hscMxtrfgtsfpH6m09RtwlkP3qdB7JgS3HmFVTynF9vwq5m4tYM3eMoJtJsZ3j2ZCz2iZ9iaEEEIIsY81mCRgEkeNUopf3niJuK49ydgSxZBxEXie/BvWv93J/enP8uDgP5P00/14Tv8vdy5wcma/OM7oL+GSOHoyimt4et5Onj2vF3xwAVzxDbcuvIO/j/o75u8WAmA94xx+eWcr028ZyC9vvEif8ae2u86MECcSj9vFpl/mkLZyKT1Hj6fvhFMxWVovXF24t5INv2Sh+xQDJiUR1zW0zaljrrQ0yj78CHd2FqEzzyZk6hS0NtpTSrGhaANf7vqSEmcJ01KncWrKqQSYW4daAHhdkPaLP1SqLfUv0t17JoS0//3E69NZvbeMOVsK2FFQSc/YEKb0iWVYariMUhJCCCGEaE4CJtHxln/xMZrRRHlxL3oODsPwwj+w3Xkz9+W8xAMDb6HLz//EM+Vh/rzQw/QB8UzrJ+GSOPru+XwD14ztQs+M9yEgkk3xvflm9zc8MPReMq+5luRXX2HV3FxiU0OITjYy+6VnOPev/ydrr4gTlsftYtO82aStXkH/SVPoOXo8BmPzEUNKKTK3lLJpYTah0XYGTE4iNLp1AKS8Xqp+mU/FV19hiokh/NJLsPVqO6Atc5bx3e7vWJSziL6RfZnVbRapoaltd1IpyFoBGz+Bsr3+UKnvORDS/vRqh9vLop3FzN1aQGGVk+GpEUzpE0uvuGD59yyEEEII0T4JmETH2rRgDkV7MzCYxxPXKZCA9x4i4NoruK/sbf7S/wZ6zv03nsn/4o5FOjMGJDCtn6xrIzrG3pIanpyzk+fOrxvFdPnX/GXxX7lt8G2ELdmCJzeX4Ev/yI8vb2Lm7YNY+fWnRCQm0WPkmI7uuhCHldftZuMvP5O2ahn9J0+l5+hxGFpMRdN1xe61hWxdnEtC9zD6T0zCFth6zSRfZSXln31G9aLfCJ48idBZszCGhLQ6T1c6y3OX8/Xur/H4PMzoOoNxSeMwG9peh4mS3f5QKXMZJA2HARdDdPvrMFW7vPyyrYCft+Tj9uqM6x7NaX1iSQxr+6l0QgghhBCiFQmYRMfZs24V235bSFTqLMwWIzE/PoP9vJk84P6Mm/teyYBf/otnwv3c8ZuBmYMSOL2vhEuiY/31i438cXQqvTM/AlsouzsN5/VNr/PImIfJuvZaEp95hi1rKjFZDHQfFsFXj/6L8x54EKOpnV+ChTiOeD0eNs+fw84VS+g38TR6jZnQasSSz6uzY0U+O1fmk9o/ij5jE7DYWj83xJ2dTek77+LO3Ev4hRcSNHEimrH1ekkVrgq+TvuaRdmLGBE3gnO6nUNsYDvrJDlKYfMXsHM2hCTCgIsg5RQwtD2Vrcbl5Zfthfy8OR+XV2dKnxim9okjPLD1dDwhhBBCCLFfEjCJjpGXtoPlX3xMp0GX43LodFr5Jtaxp/BP28/8sceFDP/1Odxj7uSOpVbOGZTIVAmXxDEgs8TBf3/ezv8u6AMfnA+Xf80/lj/Ipb0vJWlrCY5Vq4i87Ta+e3Y9Z/1pILtW/EptVRVDzzq7o7suxO/m83rYvGAeO5Yuou/E0+g9dmKrYMnj8rF1cS7pG4voMTyOniPjMJpbBzuOtesoe/89MJmIuPxy7P37t3nPLSVb+GT7J5S5yjin2zlMSJqAydDGA251HdIXwroPwOuE/udDjzPA3Pai2w63lwXbi/hpcx5Oj4/JvWKZ1i+OCAmVhBBCCCEOlQRM4ugrztrLgrdfpefYqyjL89Ej/QvMXTvzUOwKLugykzGLX8Y96lZuXxbAeUOSOK1P+0/1EeJo++sXG7n8lE70zfkMjBZye5zGf1f9l6cnPk32jTcR9+8HycrVKMmpZtgZnfj8kX8w/Y57sQcFd3TXhTgouu5j228L2bJwHr3HT6LPuMkYTc1DHrfTy6aF2WRvL6PPmAS6Dmn9RDjl9VI1bx7ln3+BtUcPIi77A+aE1msguXwu5mTM4Yc9P5AamspFPS+ic2jntjtXke0PlfYuhtTxMOhSCE1s81SvT+e3XcV8sz6HKqeXSb1imNYvjqgg6+/6cxFCCCGEEG069gImTdOuAO5sUhQKJNVtlcALwAj8nV8B/EkpVXsgbUvA1PHKC/KZ88pz9Jt8Nbm73AyoXgAWI0/02sO0lMlMXvY27hE3ctuyYC4YlsSpvSVcEseWrFIHj87ezgsX9oP3z4U/fM5j657ltE6n0SfPSMW33xL797/zwwsbmXR5L0qydrBn7UomXnFtR3ddiAOilGLP2pWs/fEbug4bxYDTzsBkbj7N0+30svnXHLK2ldJ/YhKdB0a1WgBbd7up+PprKr//gaDJkwg7/wKMQYGt7lfoKOSj7R+xqXgTUztNZXqX6W0/Cc7r9k9/2/gJmANg8B/84VIbU+CUUmzOqeTLddnsKqhmXPcozh6USFxo2yObhBBCCCHEIWs3YGpjHPrRoZR6F3gXQNM0M7AIeFQpVaBp2kN1fRuAv/PvA/cB/+ig7oqDUF1awpxXnmPAlCvJ2FjLEG05yuvmucHFTIwdw+Tl7+Iedh23LgviouFJTO4l4ZI49iRHBBBiM7O5oJZ+Q66A1W9w7aBreWDJA7x06kuUvvsu7owMRszozMrv0pl02QA2zPmB8vw8wuLkCYji2JazfSsrvvqEuG49OPsvf8Nibx70eFw+Nv2aTdbWUvpNSGTwlEFohhbBksNB2aefUr1gIaEzZ5Dy+mtoltZT0LaXbue9re9R663lkl6XcNvg29p+Slt5Jqx+E3LWQs8zYebzEBDRdv/La/l6XQ5LdxfTOy6E84cm0Sc+RJ7+JoQQQgjRgY6JKXKapv0NGK6UOrvu9VQgQym1s+71PUBfpdQfD6Q9GcHUcWqrKvn+mUcZMPUKdq12MSJgA6owj1fHuegX2YtZ677BPegKbl0VycXDU5jUK6ajuyxEu7LLHDzy4zZevGQwvHcOXPQ+L25/n35R/RjlTaHw2WdJevpp5r29lcFTUoAyln/xMWfddndHd12INhVnZrDs848IjIhg1KyLCAgNa1bvcfvYsiiHjE0l9BufSNfB0a2CJV9FBaUffIBj1SrCL7yQ4KlTWy3crSudxTmL+WzHZ8QGxnJZ78tIDU1t3SFdhz0LYO07YLTCsKshZRS0ERQ5PT5+2pzH9xvyCLWbOXtwImO6RmIytr24txBCCCGEOCI6bgSTpmlnAt+2UXW1UupdTdOigLuAofUVSqk5Ta7vBNwBXH+Eu3rMmfvO65Tl5nLhfcfHwC2Xw8EPzz3OgCmXsmN5LaMid+JL38t7p1voFtiFWRu+xz3gD/xpZSSXjkxhUk8Jl8SxLSk8gPAACxtzKxkw6mZY9gJXjLmVOxbcwdipr2KKisaxejUjZvRl8ae7OPOmAdiDQ8jeupmkPv06uvtCNKgqKWbpZx+gdJ3xl11FaEzzByp4PT62LMolfWMxfcclcPbtrUcseYuKKH3nHZw7dxJx2WVE3XRTqxFDTq+T7/Z8x8/pPzMyfiT/HvNvwmxhrTtUWwbrP4QdP0Hn8XDG4xDc9mjWLbkVfLIqi/TiGs7sH88zFw8i2CZPbBRCCCGEONYc8YBJKfXjfu5zPfCNUmpPywpN04YCXwH/U0p930b99bQRPKWkpPz+Dh9DbKFB5P+c3tHdOCDuWgc/PPsYfcadw/blHkbFZeDbuoX3zgok1h7DJVt/wdXnAv60KporTunE+B7RHd1lIQ7ILZO78fevt/D6FafDqtcI8jgZnzSeH9N/ZNrNN5H7l7tJfu1VwuMCyNxawikXXMr3Tz/Keb0exGBo/Th2IY4mj9PJym+/oDBjN2MuvIyY1C7N6nVdsWN5PjuW59F7TAIzbx+EoWWwVFxMyWuv487KIvLqq4j5y19a3afCVcFH2z9idcFqZnSZwYunvYjF2MYT2/I3wcrXoLrAv2D35V+DsfWPCJVOD9+uz+XnLfl0jQ7ikhEp9I4POaQ/CyGEEEIIcWR1+BQ5TdM2ALcppX5tUX4x8CJwi1Lqw4Np80SaIvfsJVdx7UvPEBgW2tFdaZe71sF3zzxGr9EzSFtn5JTkHLyrl/De2aEkBMVx+fbfcHY/i5vWJnHduC6M7hbV0V0W4qA8/MNWJvWKYbRxB2z/AdeUf3LTvJt4+bSXqXr7PUxxcdgmn85PL29i5u2D2DjvJzRNY+CUMzq66+IkpXSdLYvms3XRfIaedTZdhoxoNtpIKUXGxmI2zM+my6Ao+o5LxGhqPtXMW1pKyetv4E5PJ/LaawgYOrTlbSiuLebdre+yq2wXl/a6lLGJY1uvg6TrkDbXv75SSCKMuB5ierXus1KszSzjo5VZlNW4mTkogdP7xmEzS1ArhBBCCHEMOfaeIgegaVo4kA2EKaU8TcpnAG8AZyqlDjopOpECphf/eA2hCXH84T8Pd3RX2uRyOPj+2cfoNXYmaWsMnJKYiWfVUj6YFUZCcDyXbV1Abc9zuHFNIn+a1I0RndtesFWIY1lpjZvbP17Hu1ePQPvkMpj2KN+VrKfMWcZl3S4i67rrSX7tVbYsK8JoNtDrlFi+ePgfzPjzfdiCgjq6++Ikk7V1E8u//ISuQ4YzcOqZGE3Np5PlppWz5qcMYjuHMui0ZCy25iOIvGVllL75Jq6du4i45moCR4xodY+c6hze2vwWRY4iruh7BUNjW4dPeGphw8ew+QvoMgGGXg2Bka1Oq3X7+GZ9Dt9vzKNvYgiXjkihU2Trp9AJIYQQQohjwjEbMA0HPlJKdWtRvgOIAHKaFC9RSv3pQNo9kQKmbz/+H+nfrOSW995o9UtCR3M5HHz/zKP0Hnc2u9YYGBmzG33Let6ZbiclOJE/bJ5LTd9LuHFlNHec1p2hnSRcEsevZ+ftond8MFMjCmDV6+gznuWGuTfwxIQnYO5ivAUFhF15Jd89t54zbxpAwe6tpK1azqQrT7rl40QHKcvPZfHH7xEUHsGo8y7GHhTcrL4kp5qV36cTGGZl2BmpBIQ0n8LmKy+n5K23cW7bSuTVVxMwcmSr0Ui7y3fz1ua3cPvcXNnvSvpE9mndkepCWPU6ZC6HgRdDv/PAZG11WkZxDe8t38vOgirOHpTI9AHxMlpJCCGEEOLYd2wGTEfKiRQweb0+XrviJlKG9uOsu27r6O40cFRW8OPzT9Bz9NmkbzQyPHQbZOzkjalGuoQkc+nG2VQPupqbloVy19SeDEoO6+guC3FIql1erntnNe9fOxLjV9fD+LtZ4S3jt+zfuGvonWRdex0JTz5BdraPvN0VnHJOV3547nFGnXsRkUknxrpw4tjkdtay/MtPKM/PZezFfyQiIbFZfU2Fi5XfpePz6Ayf3pnQaHuzet3hoPTdd3GsWk3E1VcROHp0q2BpR+kOXt/0OjaTjav6XUWX0OZrOQFQtBOWPQ+OUhh+LXSZ2OppcD5dsXBHIZ+syiLEbuayUZ3k+4MQQgghxPGl454iJw6NyWTEMsxC2up1VBQWEhrT8U9eqywqZPZLz9Br7IVkbtUYEbAOPTeX/012MTysP7PWfknp4Ju5ZUkA95/Zi36Jx+76UUIcqCCridP6xPLthhxmTfwrLHiYkee/ycfbPya7Joeom26k+KWXSL3/frYtyaOiqJZxl/yR+W+/ytl/eaD1ujRCHCKlFDuW/cbGuT8xbOa5jL/0ymb1XrePDfOzyN1ZzvAZnYnr3Pz/YuXxUP7551TO/pnwy/5A5A03tPo63VW2i9c2vobdbOf2IbeTFJzUuiO562DJc2C2w+hbIaZ3q1OqXV4+WZXFvK0FjO8RzaPnDSAisI1FwIUQQgghxHFLRjAdByqqa/nkxhswhoZx9f+e7dBfVIuz9jL/zZfpMeYP5O9RDCj7GawG/jtgLzOSJnLq8nfIG3wHf15m5ZFZ/ekSLevPiBOH0+PjyrdW8u7VI7H8fDcMuJjdwRG8tuk1Hh33KNl3/JmYO26nxhbNyu/SOf26fiz59ANiO3el2/BRHd19cQIpztrLbx++TUKP3gydPguTuXEKtVKKtNWFbF6UQ78JiXQbGtN8gW9dp2r2bMo+/oTQmTMIPeccNFPzz5v2lO/h1U2vYjaYua7/daSEtDEKL2MJLHsBQuJh9G0Q3qnVKbnltby9NIMd+VVcNDyZqX1iMRkNrdsSQgghhBDHCxnBdDwLDbJjnJiCe34Vv73/MeMvv6RD+pGxcR2rv/2C1CGXUZoN/dI+QBvQk3/FLeeqpGmMXPo6acP+zj+WKZ6+aCDxofb9NyrEccRmNnLu4CQ+WZXJ5RPuha9vpusfPiPQFMjGoo30vP02ip57jsSnniIo3ErWtlJGnH0eXz36L1IHDsFkkREb4tC4HA6Wff4hNeVlnHrNTYRENR/Vmp9ewarv0knoEcaM2wZiarGmUfWSJZS+8QaBY8aQ/OorGGy2ZvUZFRm8uvFVNE3jxgE3khqa2rwDSsGuubDyVYjtA9OfhuDYVv3clF3BW0vS8eiKK0d34v4zW49qEkIIIYQQJxYZwXScqHZ6ePOBKRgKezPz3j+R0q/fUbu3Uop1s78nb9d27GHTCA61EvvTMzB9Mg+aZ3NHypn0W/Em64Y8wtOrnTx70SDCZeqDOEF5fTqXv7GSN64cRsCypyG6J8WdR/P3JX/nxVNfpOCR/xA85TRM/Yfw08ubmHnbQHauWExFQT4jZ13Y0d0XxymlFNsWL2TLwrmMOPtCOg0Y1Ky+uszJ8m/2YDIbGDGjS6sFvJ3btlH03PNYu3Uj8tprMIY2ny6XU53Dyxtexqt7ua7/dXQJa7HGkq7Dtm9g9VuQOhZGXAf28BanKOZvL+TDlZmkRARw1ZhUeRqcEEIIIcSJRxb5PhHMWfwrma88g8sUwyUP/Z2IxDbWwjjMPC4nC955DXtwBBWl/ejWzYz9o8epvOIsnvXM5p9JU0le9wk/9fw3X2938NSFgwi0ysA4cWL7cVMeGSU13Dw6AT68EC7/ipc3v0H3sO5MDBtGzp//TPJrr7FteQFet4/+E5P46rF/MeW6WwiOjOro7ovjTGluNr++9wZJvfsx5MyZzZ4o6vPqbPgli5yd5ZwyqwtRSc2fHOctKqLouedRXi/Rt9+GOS6uedvOUl7b+BoFjgJuHHgjPcJ7NL+5rsP27/1Phet2Ggy7GqzNpz57fDrfrM/ly7XZjOsezaUjUggNOLaeeiqEEEIIIQ4bCZhOBEopXnz+T4Qu8eEIN3HxQ/9HSFT0EbtfcdZeFrz9Ct2Gn8HerYEM6lKF4dt32XnjFL6pWsLD9h4E567nheA7KHJq/H16H1lbQ5wUlFJc8eZKnrt4MOE7PwW3A8eQy7h1/q28POVlqj/9AtAIu/BCvnt+PVOu6Ut1aS4rv/6Ms267u6O7L44TXo+HVd98TtHedCZcfg2hMc2nomVtLWXNzxn0Hp1AjxGxzdZZ0p1OSt9+B8faNUTfeiv2/v2bXevwOHhn6ztsKNzAdQOuY2js0OY3Vwp2/OifCtdlIgy/rlWw5PT4+HR1Fj9tymf6wHjOG5KErcWUPCGEEEIIccKRgOlEUVBRy1cvTiVk4ygcES5m3Xc3kUnJh/Ueuu5jw9yfyNiwloResyjLhwGeFajs3Xw2M5xazc1fCgvQghO5t3Aa/ZNCuXJM58PaByGOdcv3lDBnSwH/OKsnvDcLLnqPr7LmU+ut5ZIeF5F57bUkPfMMhUWKnasKmHBJTxa++zqpA4eQOnBIR3dfHOOyt25m6ecfMnDKmfQYNaZZeFRV6mTpl2kEhVkZflZnLPbGUaNKKSp/+JHyTz8l/NJLCD799GbXenwePt/1Ob/s/YVLe1/KpORJzR8coRTs/BlWvOyfCjfyBrA2HxVV5fTwwYpMFu0s4oJhScwYkCAfLgghhBBCnDzaDZjkJ8LjTGyonZ6nv0phvwWEVITy1aNPsnv1ysPWflFmBl89+i+c1V7MgTOx6Ab6rH0RbzA8PLmc7iGJ3Je2nqqEiVydPpmzBsZLuCROSqO6RJJfWcveMieMuQ0WP8PMrjOZnzWfSm81UTfcSPGLLxLfLQyP00dxdjWjL7iUld98jtfj6ejui2NUbXUVc159nu3LfmPmXffT85SxDQGQ1+Nj9Y8ZLPpoB8PP7MyY87s3C5dq168n67rr8ebnkfzaq4RMm9Zwra50fkr/iRvm3YDNaOOVKa8wOWVyY7ikFOyaB++fC/kb4cJ3YPxfmoVLpTVunpqzg5s/WEvnqEDev2YkswYnSbgkhBBCCCEAGcF03Hrj658p3P4A/TZOpig6gJT+cYy79AqsAQG/q73KokKWffExXrebiOQplOTAoMhM9Llfs+fqybxfs4D7YsfTdcNnrO57P0+t03h4Vn86R8kCruLklVZYxfPz03j24sHw0SVw5uOsdOSyIGsB9464l5w77yLqTzfjiUhk4Yc7OOvmAexY9hvl+XmMOveiju6+OIYopdi+eCGbF85lzEWXk9Cj+VPXMreWsHb2XvqOT6Tb0Jhmo468xcUUPvU0mtlM9G23YoqMbHbt+sL1vLThJUbFj+KSXpdgMzV/chxZq2DR4xA/AE65BexhzarLaty89tsetuZVcs3YzoztFtV81JMQQgghhDiZyBS5E42uK55++308FS8wdEUf8hPHgXkr/SaOp9/EKZhbPHq6LUop8tN2smHeT7hra4nvcRo5O41062og5KdXMAzozUu9c4kOiuLmkmJMXjcvmK8kq0rxr5n9sFtkrQ0hHvhqE+cPTWKwJRuWvwznvMA9v97DjQNvJKnaSsF//kPS/55nzey9hEbZ6TYshq8f/zeTr7ye0Ji4/d9AnPAqi4tY8PYrxHXtwbAZ52I0NY5KclS6WfpFGrYgMyNmdMZiazIdzuul7MMPqV70G9F33IG9X99m7eZW5/LcuucIMgdx86CbibBFNL9x0U5Y+AgERMGEeyAopll1hcPD64v3sDG7guvHd2F010gJloQQQgghhARMJyKX18eTb75PqO9VEtdGYg0+j4pgha7vJCI+mk4DhxCT2oXgiEjMVhtet5vKkiJKsjPJ3raZkuwsIhI6ERA2hIK9GsnJJmLXfwm1Vaya1ZMfalZyW9w4Bqz7jLw+V3PPpkTOGZTIuUMS5ZcMIeoUVjm55/ONvHXlcLRvb4ERN5AdFMHjqx7nmUnPUPTcc9gHDCBg7AS++996zrxxANVl+Sz5+D1m3HlfR3dfdCClFJt++Zldq5Yx8YpriUxsXE9P6YptS/PYtbqAU2Z1JaZTSLNrHatWUfTCi4TOmE7orFlohsZpajWeGl7f9Dq7y3dz2+Db6BberfmNK3Nh4aPgqYWJf4XIrs2rnR7eXJzOmr1lXDuuC+O7y4glIYQQQgjRQAKmE5XT4+PRd79hhPsZVjoCOWttLBXdzqbMGow1oAilF6G8Nfh8bkxmC9agMOxBcWCIo6osAJPZQHJIBSFrvkPzedg5vT8fepYwNXYE52asRzPZeD/wSn7LdPPg2X1JCLN39FsW4pjz7Lxd9IoP5vQkH3z/Z7j0E55b9zyDYgYxNmIYWTfdTMprr5K9u5q9m0sYe0F3Fn/8LvHde9J16MiO7r7oABWF+cx/+1VS+g5g8BkzMBgaR4SW5tWw9Is0kntH0H9iIoYmaxx5CgopeupJDEHBRN92K8bQ0IY6n+7j67Sv+TH9R67seyXjksY1v2ltGSx+GorTYMLdkDC4WXWV08PbSzJYmVHK1WM6M7FntARLQgghhBCiJQmYTmRen85/v1rOlPynmBPjJSTbzqQtJvTAbjhSBlFjjcJrsILBiM2mYddqCfUWYk9bBYV5qAG9WDEogNmuNUyIHsb5xTkEluxhQ5cbeGyjjXMGJ3L+kCQMBvlFQ4i2ONxernl7Ne9eMwLzb49DTG8c3U/j1vm38vJpL+P48We8hQVEXnMNc97YwtBpnQiJMvHVo/9i1l//idm6/ymt4sSgdJ31c34gfd1qJl11A+FxCQ11Xo+PNbP3UpZXw5jzuxMc0fh1oTweSt97n5rly4j585+x9W6+RtPq/NW8vPFlTk05lfN7nI/ZYG6s9Lph1Wuwaw6MuQO6Tmp2rdPj4/3le1mwo5ArR3fmtN4xEiwJIYQQQoj2HFrApGmaAZgMTACSAB+QDcwDlqhjLKU62QKmel+vy2Hvkk84y/ITX8fHk+lSjCyJoHuxidBqhdmj0KwWXBFBlMUGsDnewzqVSaApgNODuzIhcyNmdxXbky/iiV1xdI4K5NZTuxNiM+//5kKc5D5emYnHp3P50Bj48EL4w+d8lzmXUmcpV/S5gqzrbyD+4YdwmUNY8P4Opt8ygN2rV5C/exdjL768o7svjoKy/FwWvP0qnQcNZdDUs5pNa8vdVcbK79PpPzGJLoOajxyq3bCBwmeeIXTm2YSec3azuiJHEc+sfYYAUwC3DL6FUGvjiCaUgh0/wfIXYdClMOBiaHJPn674al0On6/J4uLhKcwcmCAfJAghhBBCiP35/QGTpmnXAA8A1cAaIA8wAfHASMAIPKSUeutw9fZQnawBE0BeRS1Pzt7C0KoFnGlYSl6glY3hsWSbzVSgwGAi3GQn3mCnt8dH79JszJU5uOMGM89yKh/vsdIjJojrJ3QhJlhGVQhxoHy64vI3VvDK5UMJTvsWyvaij72Dm+fdzENjHyIoo4jSt98h4bFHWTcnE3uwmZ6j4vju6f8w5qLLm62/I04sStdZ9/P37N24jslX3dBscXe308vyr/eg+3ROObcbVnvjIt6+qiqKnn4G3e0i5q67MIWHN9R5dA8fbvuQZbnLuH3I7fSObD6iifxNMP9h/5PhxtwOlsYnfiqlmL+9kDcWpzO1TyyXjuyExWRACCGEEEKIA/D7AiZN034EtgGvKqV2tHNOP+AmoJtS6vRD7OhhcTIHTPV2FlTx9tIMyosLOCM4jT7mfKJVKVZc+MxBuCwR5JiTWeftwq8F/iBpat9Ypg+IJ8Bi2k/rQoi2LNhRyOqMUu6e2hM+uADO/h+bXcV8vvNz/m/0/5H/8CMEn3oqtuHD+e659Uy7vj9uRxnz3niRWff8o9mIFnFiqCopZt4bL5I6YHCrUUtZ20tZ82MGQ89IJbl34xPelFJUzZlL2YcfEnXzzQSOHNGszVX5q3hlwyvM6DqDGV1nYNCafN1UF8L8h8Dnhsl/g9CkZteu2VvK8/PTGJgUxnXjuxBklf/vhRBCCCHEQfndAVNnpVT6Ad1B07oopfb8js4ddhIwNfL6dNZnlbMlt5L04hoqnR7MBgOBVhMpEXZ6xAUzKDlMQiUhDgOlFDe8t4a/T+9DsnOnf92bs1/gH0v+wcW9LqanOYnsW28j5fXXyE2vZveaQsZf0pM1P3yNxR5A/8lTO/otiMNo25Jf2bJwHpOuvL7ZCDV3rZelX+3GoMGoWV2x2Br///Xk5VHw6GNYu3bl/9u79/icyz+O469r5xmzOWzDthxymOOcpSKUpEJF54RESjogKiKdD1RKKf3SSWelA0pCihyG5TxnNsxm7LzZ4b5+f9xrpIOxwz16Px+P+9Hu7/f6fr+f6+7xdc/bdV3fqkOH4ObtXbjvUMYhXl77MgHeAQyLHIa/1wlPlss7Br9Ng73L4JJHILT1n2rZlZjO5B+3Ub2iN/d0OZ/qlbwRERERETkDZxww/Q94w1p7VqU1CphExFW2H0rj1UU7mHpTS/jmXmg9gMTAcB5b/hivd3ud1G++Ie/wYarecQc/vbuZZl1CqRbqx5fPTuSKex7ELyDw1BeRci0rPY3FM9+kcnANOlx7A+4exwOkfZuSWLtgL2161iG04fH/1zY/n6Mffkj68uUEP/QQ3vXqFe7Lc+Q5p8Md/I37W91PwyoN/3zB7T/Csleg9QBoeh2csEZTSmYur/y0nUNp2Yzu3pDa1fwQERERESmGfwyYTjUfwxNYYoxZY4wZbIypULJ1iYicW+oHV6KKnxcrdiVBl3Gw+Gmq+1ajXUg7vtv1Hf69epGxahW58fF0uKYeK+bsxBg3Lr55AD9/+I6ry5di2hO9hm8nP03LHldz4fW3FIZLxzJzWfzBFvZuSuLKu1v8KVw6tmMHsUOGYnx9CXvjjT+FS5uTNnP3wrup6FWRad2m/TlcOroXPrsd9vwCN30CzfoWhku5+Q7eXbabuz9aw2WNg5l2cyuFSyIiIiJSqoqyyHcl4CZgENAImAVMt9ZuKP3yzoxGMImIKyVn5jD8o3W8N6gd7stfgcqh5DbuzV0L7+KlLi/htSeepDffotbkF9mwJA5joGnnUH7+8B3CmjSjbsu2ru6CnKbcY9ksnfUuYOl080A8fY4/JCFu6xGi5u+h3VV1qVk/oHC7zcsj6X/vkL1xI8HjHsUzOLhwX2ZuJtOip5F8LJkHWj9ANd9qJ1wsG5ZPhQPr4NLHoXqD4+e0lsUxCcxYuptrWtbiutahuOvJcCIiIiJScs54BBPW2jRr7VvW2g5ARyAbWGiMWWaMubUEixQROScEVPCie5NgPo+KhQ7DYM27eObnMLT5UF6Pfh2fBg3wCAoi/ddlNOlUi92/Hyb96DE69r2ZqG++JCc7y9VdkNOQsGcXXz03ibqt2tJt0LDCcCkvN59fP9/O9jUJ9BzW/E/hUnbMNmKHDMUjOIhaU1/5U7i0NG4p9y66l441O/LURU/9OVza9gPM6gvVGsCNH/0pXIqJT2PIB2tYs/coM25vw/VtwxQuiYiIiEiZOeUIpr89yJhqwFTgBmute4lXVUwawSQirpaX76D/O6t487bWVNqzAA7+Dl0e4ZFfHqF/k/7U9woj7p57CJvxFkcTc4iav4fLBzdld/Qa9q5fxyX9B7u6C3IK1lqif/iOfRvXc9md91ChckDhvsR9aSybvZ0W3cKp0/x4QGRzczk8YwbHtm0n+JGH8QwKOn5MZiIvRr1IsF8ww1oMw9fD9/jFju6FH8dDlXrQaRR4HZ/ulpKVy0s/biM5M4dRlzckNFCz2UVERESk1Jz5CKbCMxjjZoy50hjzGbAbqABcXQLFiYicczzc3Rh2ST1eW7QDGvaEQ5vgyG7ub30/L699GePnS+AN13PknXeoWqsi/tV82RWdSJ3I1mSlpnBo1w5Xd0H+RWZqCt+99CyO/Hx6PfhwYbjkcFjWfL+HNd/v5fLBTf8ULmVv2ULs0KF4hYVT66UpheGStZbZ22Yzbtk4BjUdxIOtHzweLuXnwbKpMG80dB0Pl04oDJccDssXa+IY9uEaujcJ5uUbWypcEhERERGXOWXAZIxpYYyZAhwAXgM2AA2ttX2stfNKu0ARkbPVxfWrE3s0kz1JmXDZJPjxMYIqBNGxRke+3vE1la64gqz1G8iJi6Ntz9qsXxRLTlYenW+7g18+fg9Hfr6ruyB/Y9/G9Xz30rO069OP1lf2wbg5v0pTErOYO+13fCt5cfmdTfCt5AU411pKnDaNpBkzqPn881S++ipMwWLcB9IPMGLxCNJz03m92+t/XsR7/1qYdR1UqAI3fwrV6hfu2nQghYHvriY5M4f3BrWjY70TptGJiIiIiLjAv06RM8b8DkQA84C3gPn2TObUlTFNkROR8mL34QxeXBDDtJtbwU9PQGgb8upfxl0/3sXkSybje/Aoh158kdBXXyUu5ih7fj/MxTc0YOOShWSmJNOud19Xd0EKOPLz+e2Lj0g7kkTXAUPw8nWOFrLWsmX5QXauTaTzTQ3wr3Z8atux3bs59ORTVO7TG/+rjgdL1lo+3/Y5i2MXM6btGGpXrn38QsfSYNFTkJ0Mlz0BFasX7krJymXKghjSsvMYc0Ujgv2PLyYuIiIiIlIGzniK3OfAeX+MVjobwiURkfKkTjU/agX48uv2w3DxSPhtGh75uQyLHMar617Fq3ZtfJs2JXXuPMIaVSHnWD6HdqfSpHM3Dm7fStL+WFd3QYDUwwl89dzjVKkZSo9h9xeGS8ey8lg4czOZKTlceU/zwnDJWsvRjz8m4bnnqfHEJCpffXVhuBSXFseIRSPIyc/hta6v/TlcipkPH98EDbrDNdMLwyWHw/J5VCzDPlxDj6Y1mHJDpMIlERERESlXirTIt3H+VtwDOI+TQilr7eulU9qZ0wgmESlPUrNzueuDNbw3qB2e2+ZB/Hro8gjjfh3HTRE30bhSffYNGUroyy+R41GBBW9v4qp7W5BxNIkfZ7zGNWMew82t3D1P4T9j97ooor77ikvvvIfAkJqF2+N3pbBizk7a965HjXqVC7fnJiQQP2kSFVq3ocrt/Qun0Dmsg09jPmVp3FIebvcw4f7hxy+SFg8/PAIB4dDpIfA6vpbSjoR0npy7mYvOr8btHWvj6V7k5RNFREREREraP45gKmrA9DFwKbAZcJywy1pruxa7vBKmgElEypsv18aRlJ7DnRfXgU9vhe5PcNjXn0d/fZQ3Ln2D7HW/k/LVl9R44gliVhwkIyWHVpefx/qF35N7LJvWV/ZxdRf+cxyOfJZ/9hFZqSlcMuBOPL28AbAOy9oFe0mKS6fTTQ3x8fMsPCb1hwUc/eRjgh9+GJ8GDQq3x6bF8uyqZ7mw5oXc2OhG3ExBSGQtrP8Ufv8Yuj8JIc0KjzmWl8/ri3ey7VAa465qTK2AE54qJyIiIiLiGsV+ilxPoKW1trO1tssJr3IXLomIlEfXtKzFsp2HiU89VrjgdzWfqnQJ68LnMZ9ToVVLjKcnGatW0aB9CAd3ppCckEmzbpezb9N6jsYfcHUX/lMyko/y9QtPElijJpcNGV4YLmUkH2Pe9A34+Hly2R1NCsOl/LQ0DjzyKNkbNxD25puF4ZK1li+3f8nTK59mbNux3Bxx8/FwKfUAfHYbpMTBLV/8KVxauSuJAe+spkFwJV6/pZXCJREREREp94oaMO0B8kqxDhGRc5oxhjE9GvHc91uhaj2oHgEx8+nXoB+LYxeTkJlA9Qce4PC017G5uVzUrz6/fr4dLHQdMJTF776FdThOfSEptrjNG5k79QUuvul2mnTuVrh9z4bD/DhzMxf0qUeTi2sVrqmUFR1N3D3DCbimD0EjR+Lm5Xx6XFJWEiN/HsnR7KO81vU1wvzDnCeyFtbNgjl3wyWPQKdR4O4MqlIyc3n4y/V88/sBpt/Wmiub1yi8joiIiIhIeVbUKXIdgenAJ0Dyifu0BpOISNE9/u0mLmscTMewCvDR9XDzZ2zLiOPt9W/zfOfnSf1hAce2baP6vcNZvzgWYwzNLgll3Q/fgbW07HG1q7twzrIOB6u//ZLD+/Zw6eC7Cxfyzs93sGLOLvJy8rnwuvPx8HIvbJ/09v84tnUrIRMew73y8XWYlsQu4YPNHzCqzSgiqkYcv0jKfpj/ENRqDR1HgLuH81zW8u36g3y0ci8juzekbe0qZdZvEREREZHTUOwpcqOAWjgX+u53wkvPzxYROQ0PXNaA1xbtINfdBzoMg1+n0CCwATUr1mRJ7BIqdb+MYzt2cGznTpp1DmXvxiRSD2cReVlP9vy+lpSEeFd34ZyUnZHOdy8/h6ePD1cMH1kYLqUfPca81zcQdF4lOt/UsDBcyk1IIO6e4bj7+1Nz8ouF4VJmbiaP//Y4q+JX8fqlrx8Pl6yFtR/AN8Oh63i4+MHCcOlQajZ3z1rL7sQM3hvUTuGSiIiIiJyVijqCKR2oba09XPolFZ9GMIlIefbl2jgOpx9jyMV14fPbocujZAeexz0/3cPUrlPxOpzKwYkTCXvjDVISs1k2ewc9hzUj+dBBlrw3gz4PPaZpUyUoKW4fP70znYtu7E/NBo0Kt8duPcKa+XvpfFMDAkP8CrenL11K0jszCXn0Ebzr1y/cHp0QzdR1UxnSfAgdanQ4foG0eJg7EkLbwgXD/zRqafba/cxZt5/xVzWmYUil0u+siIiIiEjxFPspcr8Dl1trz4p/OlfAJCLlmbWWQe+u5plrmxNiE2Hug3DTp/wWv5KlcUsZ024MR97/AOPlSeCNN7Lux314+3rQ+KKarJn7Ne6enkR27+nqbpwTtq/+jfULv6fHsPvxCwgEnE+JW/P9HlISs+h0Y0M8vZ2jlhw5OSROnoIj5xjBY8bg5uMDQJ4jj+m/T+dA+gHGtBtDZe/jU+XY/A2sfht6PAPBTQo3x6dkM+GbjTQPDWBop7p4uBd1QLGIiIiIiEsVe4rcJ8ASY8x4Y8w9xpi7/3iVTH0iIv8dxhge+mPB74AwqHsJRH/IBTUvIDUnlU2HNxF46y2kLVpE7oEDtOgWxs61CaQfzabVFVeze91qjh7c7+punNWsw8Gyzz5k7+/r6DN6XGG4lJ2ey/w3N+BbyYuu/SMKw6WcffuIu+sufFu1osaECYXh0sH0gwxfNJzz/M/j6YufPh4uZafC1/fA/ii45fPCcMlay2dRsYz+4ndGdm/IPV3OV7gkIiIiIueEoo5gWvwPu6y1tmvJllR8GsEkImeDwgW/awfArL5w7QyOeLgzZukY3rj0DfL3xpLw4mRCX3uVo/GZrPx6Fz2GNiXtcCI/zniNa8ZMwM3d3dXdOOscy8zgh+mvULtFa5p3u7xwe/zuFFZ8tZML+9anevjx6WqpP/5I8sefUOOJSXjWqlW4feHehXwa8ynjOozjPP/zjl9g73JY/DRcMhZqX1S4+WBKFhO+3kTL8EDuvLiOgiURERERORsVb4rc2UYBk4icDVKzcxn6/hreHdQW74T1sPJNuGY6c3bMITk7mQFNB5D0v//hHhBAwHXXseb7PfgFeNOoQw02LllIxtEjtL/meld346ySFBfLT++88Zf1ljYu3U/c1iN0ubUR3hU8AbC5uSRMeQmbm0vwQ6MxXl4AZOdl82LUi3i7e3N/q/vxdHe2Jy8HljwN6YnQ42nwcY5mstbyxZo4vvn9AI9d1Zj6wVprSURERETOWmc2Rc4YM8sYc96/tSloV88Y8/GZVCYi8l/l7+PJLR3Cmb5kF9RsCb6BsHMRvev1JupQFHFpcVQZMIDUefPJPXSIlpeFs21lPBkpx2jSuRsJe3eTsGeXq7tx1ti5ZhVLPnibnveOKgyX8nMdLJm1lczUHC4f3LQwXMo9dIjYu+/Bt1lTQsY9Whgu7Ti6g+E/DadTaCdGtx19PFxK2Aof9YMakdBnWmG4dCQjh3s/Xseh1GxmDmircElEREREzln/OoLJGNMeeBOIA74AVgEHcQZTNYALgGuBmsBQa+2K0i64KDSCSUTOFtZa7vpwDWN6NKKuP/DxjXDzZ+zLPswLq19gatep5OzYQeKrr1HrlZc5ciCDVd/tpseQpmSlpjB36vNcM2YiHgUBiPyVtZY1c+dwOHYvlw6+Bw9PZyiUkXKMRe9voWmnWtRpUb2wfcZvv3F4+puETHgM77p1C8/xxfYv+Dn2Zx674DGCKgT9cXJY8y5s+wGuegn8axSeZ/HWBN5auotHekbQLPSEhb9FRERERM5eZz5FzhjjBvQD7gAuBHwKdmUCi4BZwOe2HM21U8AkImeT2COZTPxmE2/f3gaz7XuIXQmXTuT9Te9TwbMCfRv05fD06XjWqkXlq69m3YJ9ePm60+TiWuxYvYL9MZvpfOsgV3ejXMrPy+Wnd6ZTOSiEdr37Yozz+zB+Vworvt5J55saEhjiBzgX/k56801y9sUSMn4cbhUqAJCZm8kTK56gTuU63NH0DtzdCta9ykqGuSMhuDFc+AC4OQcFZ+bk8cy8rbi7Gcb0aISvl9bJEhEREZFzxpk/Rc5a67DWfmqt7Q5UBIKBIGttJWttb2vtZ+UpXBIROduEValA+7pVmL12PzS8ApL3waFN3BJxCwv3LSQ+I56qd9xByldfkZeYSItLw9j9+2FSErM4v20HstPTidu80dXdKHey0tP4ZvLT1GnRmvZ9+hWGS5t/PUD0j/u44q7mheFSfnIy+++7D/cqVanx9FOF4dLO5J3cu+herq1/LUOaDzkeLsWugk9vhfZD4eKRheFSdGwyg95dzaWNg5nYq4nCJRERERH5zzitR9hYp8PW2qTSKkhE5L9o4IV1+GpdHEcycqD7k7BgPO7AQ20f4tlVz4KHB0EPPcShZ57BGLj4hgYs/WQbDoflkv6DWf75LHKyMl3djXLjyIH9fDv5aTr2u4X67TsCkJ/n4OePY0g7ks3ldzbF29cDgOyYbcSNuI+qQ4YSeMP1hUHU3F1zmRw1mWcvfpa2IW2dJ3Y44JfJzgXZb/gQwtoBkJfv4JWF23nn1928cUtrOjeo/teiRERERETOYXpGsohIOeDp7sboyxvxzLwt4F8TIq6GlW9St3JdmlZryre7vsWnUSO8atchbf58Klf3pV7L6kT/uA/vChW4oN/NLH5vhqu7US7s3RDNT++8wRX3jiS47vkAZKfnMv/NDYQ2CqR9r7oYN2eIlPr9DyRMmUytKZPxbdYUgJz8HJ5c8SQxR2OY2nUq1SsUhEVp8fDJzeBbBa57G3wDAOcUx0HvRREa6MsrN0YS6Kf1sERERETkv0cBk4hIOREZFoCftwfLdxyG1gNg989wZBcDmgzgu53fkZiZSLW7hpL8xRfkHkog4sIaJOxJ5XBcOmGNm+EXEMjWZT+7uhsutXHxj2z46Qf6jBpHpSrVADgan8H3MzbQ/uq61GvpXJzb5ueT8NLLZEZFEfbaa3hUc7bdn76f4T8N58KaF/Jg6wfxcHOOcmLnIpg9GLo9Bm0GQsEop/kbDvLwlxuY1KsJ17UOLRz9JCIiIiLyX6OASUSkHBnZvQGvLtpBdp4DejwL88figRuj2o5yTpXz9CT44Yc59OQTAFx8YwOWfbGd/FwHF/S9mY1LFpKScMjFvSh71lp+++JjEvfu5soRo/H0cT6PInbrEX75dBuXDWxC9fBKAOSnprL//gfwCg8nZNyjmIKnyi2NW8rE5RMZf8F4uoR3cZ7Y4YAlz8GG2XDzZ84FvYHs3HzGzdnA2n1HeWdAW2pX8yv7TouIiIiIlCNFDpiMMbcbY5YZY3YaY0KNMe8ZYyqe6YWNMf2NMdEnvHYbY3KNMcHGmMrGmC+MMRuNMZuNMWPO9DoiImeTSj6e3N7xPF5fvAOq1IF6XWHNTBoENuD8gPP5fs/3eNevj2+r1iR/+hl+lb1p2qkWq+buxt3Dg0vvuJuF/3sdR36+q7tSZhz5+SycMQ1Pb28uuf1OTMGC2xuX7mfLsoNcMaw5fgHeABzbsYO44fdSdfAdBFx3rfN46+CN399g0b5FvNbtNcIqhTlPnJEEn90GlUKg92vg5Vz4e/uhNAa9u5puEcE8emVjvDz0bzUiIiIiIkX6rbgg4BkJvAlUBdKAUOC1M72wtfZ9a22ktTYSaAvEA8OttYeAJ4A4a23Tgn3DjDEXnOm1RETOJpc3CWHn4Qy2xqdCuyEQMx+SYxncbDCzt88mKSuJKrf3J33xYnL27qVeqyAyk49xcEcyASE1iLiwMyu+/MTV3SgTudnZfPfyc4Q1aUabq6/FGIPDYfn1s+2kH83msoGN8Sx4klvaosUceu55ak1+Ed8WLQBIz0ln9M+jqepTlQkXTMDb3RlEERcFn98OnUZD69vBGKy1fLJqH8/O38pLN0TSpWGQq7otIiIiIlLuFPWfXYcCV1lr3wcc1toUoB9wZQnVMQZIsNa+WfD+PmBUwc81AG8gpYSuJSJSrhljmHBVY56au4U8C/R4Br4fi6ebByNbj3ROlTOG4PHjiX/yKWx+Phfd0ICV3+ziWFYeERd3ISXhEHFbN7m6K6UqMyWZryc/RcseV9Hows4A5GTn8cOMjVQPr0iH3vUwbs5gKOmdmaT9tJDQaa/hUd25aPeelD3ct/g+bom4hesbFjw9zlrnE+KWT4UbPoCakQCkZufywKfRHE4/xlv92xDs7+OqbouIiIiIlEtFDZj8gISCn/9YwTQTOOUcDGNMT2NM3t+8+hfsr4ZzdNQDfxxjnfKMMR8CG4ElQEwRaxUROesF+fvQq0VN3v51N1SrD6Ft4PePiagaQf3A+ny36zu8Qmvh3+Nykt55B29fD9r3rsfST5x/VHYdOJTln35Idnq6i3tSOpLjD/Ldy8/R+bY7CGvSHICMlGPMn76BFl3DaNihBgA2J4f4CROxeXnUePJJ3LycT3hbGreUp1c+zVMXPUWr4FbOkx5Lg6+GQm4W9HsPfAMB2HIwlSHvR3FLh/MY3rU+7m5ayFtERERE5GRFDZgWAG8YYwIBa4zxAJ4BFp3qQGvtPGutx9+83i9oMgT42lq762+OvRWoBlQBHjt5vzFmiDEm6uRXYmJiEbslIlJ+9W0dytq9R9mZmA4X3AvrP4O0eAY1HcTcXXOJz4in8rXXkr1xE9kxMdSoV5mAoArErIzHu4IfF93Un5/eeQNrrau7UqIS9+1hwZtT6XHPg1QPrw04nxT34/82cfENDahZPwCA/ORk4u4dgd9FF1JtyJ2Ygmlub294m4V7F/Jqt1cJ8QtxnvTwdvj4JmjVHy66v/ApcV+siWPyghheu7kVbWtXKfvOioiIiIicJYoaMI0AgoDDQACQATTDOZWtuG4AZp64wRhzuTGmJoC1Nh34GGh18oHW2restW1OflUvmP4gInI2M8YwoVcTnvhuMw7jDpc/Bd+PxcO4M7bdWJ5a8RQWS8j4cRx69lkcOTm07nEe21cnkJyQSc0GEVStFcbGxT+6uisl5uCOGJa8N4Or7h+DfzXnn/UHd6aw9JNtXDaoCVVqOJ/mlrNnD3Ej7qPavffi3707AJm5mYz5ZQy+Hr483vHx4+stxXwP8x+Ca2dA7YsA51PiHv5yA3uTMnjztjZUq+hd9p0VERERETmLFClgstYetdZeCdQE2gP1rLWXWmuLNVSoYETU+cDyk3ZdD0wwTt4F7085WkpE5FxTK8CXSyOCef+3PRDcBIKawPpPqV25Nh1rdeTjrR/jUa0agTffTOLLr+Dm7kbnmxuw9OMY8vMctLumHzuiVnB43x5Xd6XY9m1cz/LPP+LqBx+mQuUAAHZFJ7L2h71cMbRZ4ZPiMlauIn7SJGo+/xy+TZsAEJ8Rz4jFI+hbvy+3RNziXG/J4YCfX4CYuXDTJ+DvnFa3LymTwe9F0b1xMCO7N9SUOBERERGRIijqU+T6F6yZdDkQAXQt2HajMeZSY0zFM7z++cBBa23uSdtHApWBDcCagtcrZ3gNEZGz2s3twlm6/TCxRzLhogdg/aeQEscNDW9gxcEV7ErZhf9ll+FITyd92TL8q/oScWFNVn27Gzc3d7oPuZdF775FTnaWq7tyxnZErWTt/G/o9cDD+Pg5v3I2LIljd3QiPYY0xcvXA4DkOXM4+vHHhL72Gp4hzulvm5I28civjzC+w3ja1WjnPOGxNJh9B/gGwNVTwcMZTi3cfIhH52zgmWub0aWRnhInIiIiIlJUpihrcxhjfgUuAA4CsUCtgtc+wBfwwvmUuZNHIrlEmzZtbFRUlKvLEBEpMXsOZ/Dk3M3M6N8Gc3g7LJwAN8wiPiuBx5Y9xrRLp+GenUvssLup9dIUPKpUYdEHW2jQNpjQRlXYt3E9m35eSI+7H3CO3jmLbFn2MzujVtLj7gfw8PTEWsuq73bjyHPQoU+9wrWVkt58i7zERIIfeRjj7g7Awr0LmbNjDk9d9BSVvSs7T3hkF3x7H3QeUzglLt9heXFBDGnZuYy/qjHeHu6u6q6IiIiISHn2j3+ZKOoaTFuBcdbaUGvtBdbacGAU8IO1NgR4BJhS/DpFROTv1K7mR4e6Vfl0dSxUbwB1OkPU/wjxC6HX+b14e8PbuFWoQPCYh4if+DjWWi7qV5+oeXvITs8lvGlzAkJqsGHRAld35bRs+XUJe9ZF0XP4SGe45LD8+vl2PL3cueCa853hUn4+h554AtzdCB73KMbdvXAx72UHlvFSl5eOh0s7FsJ3D0Dv1wvDpeTMHO76cA3nV6/Ik32aKVwSERERETkDRQ2YegPPn7RtKtC34Oe3cE6dExGRUjLwwjrM3xjP/uQsaDfEGZYk7eTKOleyO2U3mw5vwqdxY3xbteToRx/h5eNBx+vOZ8msrVhraX/N9exau4rEvbtd3ZUi2fLrEvZEr+HyYffj5u6OI9/B4g+3EhjiR6vLzwPAkZ3N/pGj8I2MpNqdzifF5ebnMmH5BDzdPHmsw2N4unmCtfDbNNjwhXO9pYAwAGLi07jrwzXc2/V8rmsd6sruioiIiIic1YoaMB0Bup20rSuQVvBzOJBcQjWJiMjfcHczTOzVhAlfb8SBgZ4vwLzRGEc+j7R7hClrppCZm0mV/v3J+O03srdtI+g8f2o2CCD6x9jC9ZgWv/sWOVmZru7Ov9qy7Oc/hUv5uQ4WztxMaEQgTTvVAiDv6FHiht9LQL++VO7VC4CUYynct/g+uoR14fYmtzunA+bnwtwHITcL+rwBnr4AfL/xIM/M38KrN7WieWiAq7oqIiIiInJOKGrA9DDwlTHmS2PMK8aYr4AvgdHGmAhgBZoiJyJS6upU86NTg+rOp8oFhEPT62D5KwT4BHBn8zt5fvXzGDc3akyYwKGnn8GRnU2zS0JJ3JfKwZ0pVKgcwAX9bmbh/96gKGvwucLWZT+zZ11UYbiUeyyfH97eSIN2ITRo61y4O3f/fvbf/wBBIx+k4oUXAnAg/QAPLnmQ4S2H0yW8i/NkWUfh09ucUwo7jQJjcDgsUxbE8OuOw7x1WxuqV/J2VVdFRERERM4ZRQqYrLVfAi2BdTgX9F4NNLPWfgGkA72ttXrKm4hIGbi1/Xn8uiOJnYnpEHkzHFwP8RvoUKMDlb0r88OeH/CoXp2qAweQ8OJkjDF0vqURK7/eSXZ6LmGNm1G1Vhi//zjf1V35ix2rV7BzzarCcCknO48fZmykedcwajevBsCxXbs48PAj1HjqKXwinLOztx7Zyvhl45l04SQaV23sPNmRXc5wqfNoaNIHgLTsXIZ/vJaQyr482acZXh5F/XcWERERERH5N6fzm3UcMBN4BvgQcDfGXGWtjbXWriyV6kRE5C/c3AyTejdh4jebyHNY51S5Hx6F3GyGRw5n9rbZHEg/QMXOncEY0hYtwtvXgwv71mfxrK1Yh6Vd777s2xjNgW1bXd2dQrGb/njS3fFwacHbm2h1eTihDQMByN68mfhJT1DzxRfwCnVOlfvtwG+8vOZlJneeTK2Kzm3sXQ7f3u+cElerNQC7D2cw5P01DLqwDje3D3dFF0VEREREzllFCpiMMUOAw8BeYHfBaxuaFici4hI1A3y5pmUtpv+8EyoGQfu74KdJeLp7Mq7DOJ5Y8QT5jnyCRo3k6IcfknvgANXDKxHaMJB1P+7DuLnRfegIfv34PTKSj7q6OxzatYNVX39Bz+GjcPfwJPdYPgv+5wyXatZ3hkuZa9eSMHkKoS+/hGdQEADf7fqOz7d9zktdXiLAJ8B5suiPYcUbcOOswsW8f9uZxLg5G5hyQwva1K7iii6KiIiIiJzTijqC6VFgMHA98D5QG5gNfFY6ZYmIyKlc07IWW+PT2Lg/BRr1hPxjsH0h4f7h9KjdgxkbZuDm7U3IxIkcfGwCNieHpp1rcTgunQM7kvHxq0iXgUNZ8OZUHPn5LuvHkQNxLJ31Dj1HjMbTx8e55tKMjbTqfjxcSv91GUlvvkWtV17BPSAAay3vbHyH6IRonu/0PL4evs4nxS15FuLXQ793wbsSAJ9FxfLBij28dVsbalT2dVk/RURERETOZUUNmAKttR/hXMy7hbU2FhgG3FZqlYmIyL8yxvB4ryY8M38Lx/Ly4bInYNnLkJ5Ir3q92Ju6l+iEaLzCwwno25eEKS9hjOGSmxuy6ttdZKXlUD28NhEXXcLSWTNd0ofM1BQWzpjGFfeMxLdiJXJznAt6tzwhXEr98UeSP/uMWq+8jHtFP6y1TI6aTG5+Lo+2fxQPNw/Iz4Pv7gevitDjGXBzx+GwPDt/K9sPpfHqTa3w8/ZwSR9FRERERP4Lihow7TfGVLfW7gfOM8Z4AslAYKlVJiIip1S1oje3X1CbKT9uA68KznBl7gMY4OH2DzN13VTSctLw73E5Ni+PtJ9+wqtgPaZFH2zF4bA0urAz4Hx6W1nKz8vl+2lT6DJgCBWrVCU/38HCmZtp0TWMWg2Oh0tp8+dTa/KLuPn4kO/IZ9KKSdSqVIuhLYZijIGcDPhiINS+GDoOByArJ58Rn6zjvKoVePTKxri7mTLtm4iIiIjIf01RA6YvgMXGmCBgITAL54Lfm0qrMBERKZruTUJIzsjlt51JENIMwjvCqhn4e/lzb8t7eXLFk1hrCXpoNEdnfURO3H6qh1WiXsvqrPpmFwCdbhnIll+XkLhvT5nUbK3lp/+9QfPLelL9vDpYh2XJB1tp0DaYsAjnGkl/hEs1n3sO4+npHLG07FFaBbXipkY3OU+UcRg+vRXa3QnN+gJwKDWbO9+P4qZ24dzUTot5i4iIiIiUhaIGTI8BzwKZOKfGHQU80RQ5EZFyYfzVjZn603aSM3OcC37v/hkObaJlUEsaBDbg05hPcfPyIuTxicRPcK7H1OiCGuRk5bFrXSJu7u50HzqCxTPfJDsjvdTrXTf/GwJCanJ+m/ZYa1n2xQ5C6lWmXivn4t1pCxeSOm8eNZ99FuPpSXZeNg8tfYjLwi/j6npXO09yZDd8PsA5NbBOJwC2xqdy3yfrmNirCReeX63U+yEiIiIiIk5FDZjusdZ+aK1Nt9YesdYOtdbehHPRbxERcbGK3h6MuaIRj329CWsMXDkFvh8LuVkMbDqQFQdXsDlpM15hYQTceAMJkycDcGG/+mz6dT9H4zPwCwjk4psH8MMbr+BwlN6i3/E7trF/21ba9roOgLU/7MXX35MmF9cCIO2nn0j5bi61nnsO4+VFek46I38eSb+G/eh2XjfnSQ6uh2/uhT5vQEhTwPmkuKfmbmHaza04P6hiqdUvIiIiIiJ/9Y8BkzEmyBjT0xjTE3jOGHPFH+8LXjcCD5ddqSIi8m8iwwJoGFKJz6JioVIwXDAcfpyAm3FjwgUTeDHqRed6TJddhrWW1AULcPdwo+ttEfz8cQw52XnUqN+Qem3a88tH75VKjccyM1g6ayaXDr4bYww71iSQfvQYrS4/D4D0X34l5etvqPX88XBp1M+juLPZnXSs2dF5kn0r4MfH4Pr3ISAMgG9/P8B7y/fw5m2tqVrRu1RqFxERERGRf/ZvI5jSgMeBaYAP8HrBz3+8JgJPl3J9IiJyGu7qXI8fNh1iZ2I6NLgcjBts+Y5An0BGtBzBE789gbWW4FGjSP7sc47t2o1fgDftrqrL4g+3Yq2l6SWXYq1l088/lXh9S95/m4433IpvxUok7E0lZmU8F11fH2MMWdHRHPnwA2qeFC4NixxGZFCk8wQ7F8EvU+CGD6CCc62m//26m+U7D/PazS2p4KUnxYmIiIiIuMI/BkzW2ixrbVtrbR3ga2ttnZNejay1z5RhrSIicgruboYn+zRl4jebyMlzwGWPw+q34eheIoMiaVy1MR9t/Qjj5UWNp54k/vHHyU/PoGb9AELqVmbdgn0AdLplADtWr+DAti0lVtu+jb/j6e1DaKMmZCQfY/nsHXS7PQJ3dzeObd9O4tSp1HrR+bS4P8Klu1rcRYvqLZwn2PItRL0D178H3pVwOCxPzd1MSlYuT1/TDA/3os76FhERERGRkvavv40bYyoYYyoAt/7x88mvMqpTRESKqGaALze3C2fyjzHg4Q1XvQTf3Q95OfRv0p81h9aw8fBGPIODqX7vcOei39bSvEsoRw5mELvlCG5u7vS4+35+/eQDUg8nFrumvJwcVnz5KRfecBuOfAeLPthC55sb4uPnSU7cfuKfeJKaL7yAe6VKZORmMGqpM1wqHLn0+6ew+Ru47h3w9CUnz8Goz3+nTrWKPHhZA4wxxa5RRERERETO3Kn+uTcd51S5E1/pJ/1XRETKmSua1SA1K5dftx+GKnWg9UBYOLFwPaYpa6aQmpNKhTZt8G3RgiPvvIMxhs43N2TtD3tJTsjEu4Iflw0Zzg9vvExudnax6ln/0w80veRSvCtUYNV3u2nQLoTAED/yU1M5+Oij1Hj6aTyqViUzN9M5cqn5CeFS1DuwbzlcMx08vMjKyWf4R2vp0TSEm9uHF//DEhERERGRYjtVwFQHqHvSq85J/xURkXJo/FWNmbZ4B0npx6BxL7D5sOU7KntX5r5W9zFx+UQc1kHgbbdybNt2Mn77DU8vd7r2j2DJrK0cy8ojMKQm7a+5ngVvvYp1OM6ojrycHHas/o1GF3UmbusRMlNyaNg+BJuXx4GHHyHowQfwCq1Fbn4uY38Zy6Cmg46HS6v/B4c2wVUvg5s7qdm5DJu1hgEda9O9SUiJfVYiIiIiIlI8/xowWWv3/vECsoDLgTuAq4Dcgu0iIlIOVfDyYNxVETz85QYcDguXTSpYj2kPLaq3oH1Ie97e8DbGGEImPMbht94id/9+KlXxoUPveix6bwsOhyW8aQtqNWzMb7M/PqM6Ni9dRJPO3cjPg6h5e7jo+voAHHruefx79MC3RQsc1sFjyx+jz/l9aBvS1nlg1ExnuHTFC2AMRzJyuPvDtYzoVp+O51crqY9JRERERERKQJFWRDXGtANigAFAfeA2YKsxpmPplSYiIsXVpGZlOjeszhs/7zxhPaYHIC+H6xteT1xaHL/u/xW3ChWo8fjjHBz/GI5jxwipW5k6kdX47audAERefiXZGels/mXxadewfdVyGl5wMau/203kZeF4+Xhw9PPPcfOrQOWrr8Jay7OrnqVdSDu6hnd1HrTmPYhfDz1fBDc3DqVmc8+stTzSM4JW4YEl+RGJiIiIiEgJKOojd6YAD1prO1prb7LWdgDuL9guIiLl2M3twtmRkM6q3Uec6zG1GQQLJ2CM4ZH2j/DepveITYvFKzycKgNuJ37SJKy1NOpQAwNsWX4QgEv6D2bn6hXs27i+yNc+enA//tWCSDuSS/qRbGo3q0Z2zDbSFy+h+ogRAExfP52afjW5pv41zoPWvg8H1kHPyeDmRuyRTO77ZB1PXtOUxjX9S/rjERERERGRElDUgKkJ8N5J294DGpdsOSIiUtKMMUzq3YQpP8Y412OKuNq5Y9McfDx8eLzj4zz+2+Nk5WVRsVMnvGrX5sh7zj/yO1xTjz0bDnNwR3LBk+UeYOWcz0iK21eka+/b+Du1I1sRNX8P7a6uiyMzk0NPP02NSY9j3NyYv3s+ydnJDGg6wHnAhi8gdhVcOaUwXBr9xe+82K8F9apXLIVPR0RERERESkJRA6YDwAUnbbsAiC3ZckREpDRU8vFk/FWNGXviekzrPoSErdSsWJNBTQfx1IqnsNZSdfBgjm2NIX3pUtzcDN36R7Dy212kHcnG08eHnsNHsvB/r5ORfPSU143bsgm/wDq4GUNAcAUSJk+h6p134lGtGhsSNzBv9zxGtx3tbLx9IWz9rmBB7z+HS6GBFUr3AxIRERERkWIpasD0JDDPGPOKMeZBY8xU4DvgidIrTURESlKTmpW55I/1mNw9ofdrMG8UZKfSsWZH6lSuw8dbP3Yu+v34RI68/wHHdu7Ey9eDLrc24qf3tpCTlYdfQCDdBg1j/rQp5GZn/+P1rLVkpaWyY00aLS4NJ3PdOmzOMSpedCGHMg7x8tqXefLCJ/Fw83COWlr1FvSZDu4exB11hksv9FW4JCIiIiJyNvjXgMkYc5sxxtta+zFwPRAIdAd8gKustZ+UQY0iIlJC/rQeU6UQ6DoOvh0BDgeDmg4iOiGatYfW4ubtTY2nnyL+8UnkHT1K5eoVaH91HRa+u5n8fAfVws6jXe++fP/Gyzgc+X97ray0VCr4B5CckEnVYG8Sp06l+oMPkuvIZcJvExjfYTyVvStDwhZY/BRc9zZ4+rA/OYtRnzvDpbAqCpdERERERM4GpxrB9Diw3xjzIrDbWtvfWtvDWjvEWvtrGdQnIiIl6MT1mA6nH4PwDhDeEZa9hDGGCR0n8Hr06xxMP4hnUBBBDz3EwYcfwebmUuP8AOq3DeaXT7ZhrSW8aQvqtmrLkvffxlr7l2slxx/AzSOA0EaBJM+Zg3+PK/AIDOSN6DfoVbcXtSvXhrRDMG80XDsDfPw5lJrNyM+ief46hUsiIiIiImeTfw2YrLV1gRuBGsA6Y8xPxpi+xhiPMqlORERKXCUfTyb2asJDX6wnL98B7e6Ewztgx0/4efoxoeMExi8fT2ZuJr5Nm1C5T28OPfMsAPXbBONfzZe1P+wFoEnnblSoVJnV38z+y3WS4w+Sm1ORmnUqkvrdXAKu6cOKgys4kn2EnnV7Qm42zBkGPV+AikGkZObywKfRPH1NM8KrKlwSERERETmbnHINJmvtQmvtLUBN4EtgLBBrjHnKGHNeaRcoIiIlr1GIP70ja/Lc91vBGLhyMix7BY7uJaxSGEObD2XC8gk4rAP/Hj1wDwzkyEcfAdCyezhpR46xffUhANpfewPpR5LYsHjBn66RmZJMZponXut/wb9nT7JMHm+tf4uH2j4E1sJ3D0D7uyAogqycfEZ8so6Hr4igrp4WJyIiIiJy1inqIt9Ya1OstdOstW1wrsNUF9hZapWJiEip6h1Zi3wHfLf+AHhVgKtfca7HlJtF25C2tA1py+vRrwNQ7Z67yVoXTfrSpRhj6HRDfXasSeDA9mSMMXS5/U5iN65nR9TKwvNnpafj4elL+oL5VL76Kqavn86AJgOo4FkBfnsNghtDg+7k5jt44NNohnauS7PQyq76OEREREREpBiKHDABGGMCjTF3AzOArsCUUqlKRETKxMM9GzF7TRzbDqVBlTrQ8V7nyCJrub7h9aTmpPL97u8xbm7UePIJjnz4IdlbtuDm7ka3ARGsnrubo/EZGDc3ut91HxsW/UDclo0ApB5OppKfNx5Vq7EnN5749Hg6hXaCuCg4sA4uGI61lke/2kCfljXpWK+aiz8NERERERE5U6cMmIwx7saYXsaY2cB+4FrgJSDUWvtQaRcoIiKlx9Pdjef6NmfC15tIzc6F8y+F4Kbw60sAPNT2Iebumsumw5tw8/am5nPPceiZZ8k9eBAvHw8uHdCYnz+KISPlGB6enlx57yh+m/0JiXt3k34kBb+sZCpefBEz1s/g7si7ISsZFk50Tskzhuk/76JBcCV6NK3h0s9BRERERESK518DJmPMy8AB4C2c0+GaW2svtdZ+aq3NLYP6RESklAVV8mHU5Q0ZO3s9DoeFC+6BI7sgZj4ebh48edGTTF4zmYTMBDwCA6nxxCQOPPwI+Wlp+AV40+mmhiycuZljWXl4+VbgyhGjWfzuW6QmHsT7wE4SG1THzbg5nxr3w6PQdTz4BvLj5kPsTcrgjovquPojEBERERGRYjrVCKamwL1AmLX2IWvtjjKoSUREyljr8wK5oF41pi3ecXzR79Vvw6HNVPauzLgO43j010fJzM3E67zzqH7fCA6MGYvNzaVKDT/a96rLj//bRF5uPhX8K3P5sPtx8/DFIy2JTw8voH/j/rBrCXhXhPD2bI1PZdbKvTzeuwnGGFd3X0REREREiulfA6aC0UqfabSSiMi579b24cQezWTx1gTw8IY+b8C80ZCRRN3KdRncbDDjlo0j35FPhZYtqdy7N/GTJmGtJaRuZZp1CeWnd7fgcFgqBwXTsO0gvCp5sTd1Lw0rnQdLX4Quj5JxLI/Hv9nMi/1a4O3h7upui4iIiIhICTitRb5FROTcZYxhUu+mvLNsN9sPpUHFIOjxDMwZBnk5tK/RnkvCLuH51c9jrcX/8u541alL0vTpAJzXpCq1m1fj549jsNaSmZhMWhVL+xrtYe170PJW8PFn4jebuLfb+VSr6O3iHouIiIiISElRwCQiIoV8PN2Z3K8F47/eyNGMHKjR3BkMfT8GrKVXvV4E+ATwweYPAKgycAB5R49y9PPPAWjYPoQqIX6s/GYX2Ucz2OOfTLtqLWDLt9CsH3PW7adGZR89MU5ERERE5ByjgElERP4kyN+HR3s2ZtTnv5Ob74DGvaBSDVjpHKl0V/O72Jmykx/3/ogxhuCxY8mKiiJt4UIAWnQLwzog8Yhhp0cijWKjIfIWjmTl8/maWO7tVt+FvRMRERERkdKggElERP6iWWhlrmlViye+2+zc0Gk0xG+ErXMxxjCuwzi+2fEN0QnRGDc3ajzxBMlfzSFj1SoAOvSpS8ugfeT4eeOxdS406cMz87Yw+vJGeLrrq0dERERE5Fyj3/JFRORvXdW8JgEVvPhgxV7nk+WuegnWvg9xa/B08+Tpi5/m1XWvsi91H8bLi1ovPE/Sm2+RvWULxhgqHYshwL8yBISx9mA23p5uRIYFuLpbIiIiIiJSChQwiYjIP7q/W31W7T7C8p2HwcMLrnkTFk6Ao3uo5FWJpy56iom/TSQpKwm3ChWo+eILHHr2OXL27SM96RDB7rlQrxvTl+xkRFdNjRMREREROVcpYBIRkX/k5mZ47rpmTFu8gz2HM8A3AHpPg6+HQ9ZRQvxCGNtuLGN/GUt6TjoegYHUfPYZDo4bT/7+/dTIjGe9RxNqBfoS5O/j6u6IiIiIiEgpUcAkIiL/qoKXBy/0bcHDX25wPlku8Dy4bBJ8ORTyjtEgsAF3R97N2F/GkpOfg2eNGoRMeAxHXi4BuVm8/3s6AzvWcXU3RERERESkFClgEhGRU6oZ4MujV0bwwGfRZOfmQ61W0GYgfHs/WEvLoJZc3/B6xv06jnxHPt716rH00W74eVflaEYO4VUruLoLIiIiIiJSihQwiYhIkTStVZnbL6jN2NnrcTgsNLzCGTT9NAmATqGduCj0Ip5Z9QzWWlIyDpBqatGpQXUXVy4iIiIiIqVNAZOIiBRZl0ZBtK1ThRcWxDg3tLsTjBuseAOAXvV6EVYpjGnR00jNTGRPVjDt61ZxYcUiIiIiIlIWXBYwGWP6G2OiT3jtNsbkGmOCT2r3pTHmNVfVKSIif3ZL+/NwWMtHK/c5N3QdB4kxsP4zAG5vcjt5jjzWp8eyPaMiDYIqubBaEREREREpCy4LmKy171trI621kUBbIB4Ybq099EcbY8xDwMUuKlFERP7BmMsbsWp3EotjEsAYuHIyxMyH7QsBuK/VfTzs35Icz8q4uRkXVysiIiIiIqWtvEyRGwMkWGvf/GODMeYSoAcw3UU1iYjIP3BzMzx7XXPeW76HjftTwM0d+rwBq96CuCiMMbQ/5kVAlSBXlyoiIiIiImWg1AMmY0xPY0ze37z6F+yvBowEHjjhmJrAK8AtQH5p1ygiIqfPx9Odl66P5Km5W9iblAGePnDdDFj0BCTGkJV6mKDgEFeXKSIiIiIiZcCjtC9grZ13iusMAb621u4CMMZ4Ah8DD1hrDxrzz1MrjDFDCo7/k/Dw8GLVLCIiRRPo58Xk61vw4GfRTL2pJUGVKsO1M+CLQXgdPURw1aquLlFEREREpEQ4HA7i4uLIyMhwdSmlys/Pj9DQUNzcTm9MkrHWllJJRSzAmN+BEdbanwveXwB8BiQVNAkB3HGGUIOLcs42bdrYqKio0ihXRET+xo6EdCZ8s5E3bm2Nv48nHNlN7msd2DhgKy3DA11dnoiIiIhIsSUkJHDs2DFq1ap12uHL2cLhcLB//368vb0JCvrb5S7+cRSQSz8RY0wgcD6w/I9t1trfrLVhJywAPh34tKjhkoiIlL3zgyoy+vJG3P9JNNm5+VClDs+0XExlX09XlyYiIiIiUiKSk5MJDg4+Z8MlADc3N4KDg0lJSTn9Y0uhntNxPnDQWpvr4jpERKSYIsMCGNCxNiM//528fAcpWbkEVPBydVkiIiIiIiUiPz8fT89z/x9QPT09ycvLO+3jSn0Npn9jrV2NM2T6tzYTy6YaEREprk4NqnM0M4fxX28kJSsHfx+Xfs2IiIiIiJSof1sn+lxxpn109QgmERE5x/SOrEWjEH8WbknAw11fMyIiIiIi/wX6zV9ERErc7R1r883wC11dhoiIiIjIf4a1lttvv50XX3zxb/fPnTuX5s2b07BhQ/r160dqamqJXl8Bk4iIlIrmoQGuLkFERERE5D9hy5YtdOvWjS+++OJv9ycmJjJw4EBmz55NTEwMdevWZezYsSVagwImEREREREREZGz2LRp0xg8eDD9+vX72/0LFiygbdu21K9fH4Bhw4Yxa9YsrLUlVoNWXxUREREREREROU0Pf7meQ6nHSu38wf7ePHNt8yK1fe211wBnkPR3YmNjCQsLK3wfGhpKamoqaWlp+Pv7F79YFDCJiIiIiIiIiJy2ooY/5YHD4fjbp8O5u7uX2DU0RU5ERERERERE5BwWHh7OgQMHCt/v37+fwMBA/Pz8SuwaCphERERERERERM5h3bt3Z8WKFWzfvh2A6dOn07t37xK9hgImEREREREREZFzTFRUFJGRkQAEBQUxc+ZM+vbtS0REBBs2bGDy5Mklej1TkiuGlxdt2rSxUVFRri5DRERERERERM4RW7ZsISIiwtVllIl/6etfF3IqoBFMIiIiIiIiIiJSLAqYRERERERERESkWBQwiYiIiIiIiIhIsShgEhERERERERGRYlHAJCIiIiIiIiIixaKASUREREREREREikUBk4iIiIiIiIiIFIsCJhERERERERGRs9jcuXNp3rw5DRs2pF+/fqSmpv6lzVdffUXz5s2JjIyka9eu7Ny5s0RrUMAkIiIiIiIiInKWSkxMZODAgcyePZuYmBjq1q3L2LFj/9QmKyuLW2+9lS+//JLo6GiuvvpqRowYUaJ1KGASERERERERETlLLViwgLZt21K/fn0Ahg0bxqxZs7DWFrbJz8/HWktKSgoA6enp+Pj4lGgdHiV6NhERERERERERKTOxsbGEhYUVvg8NDSU1NZW0tDT8/f0BqFixItOnT6djx45UrVqV/Px8li1bVqJ1KGASERERERERETld34yAtPjSO3+lEOg19ZTNHA4Hxpi/bHd3dy/8ecOGDUyaNInNmzdTr149pk6dynXXXUd0dPTfHnsmFDCJiIiIiIiIiJyuIoQ/ZSE8PJyVK1cWvt+/fz+BgYH4+fkVbvvhhx+48MILqVevHgD33HMPDzzwAElJSVSrVq1E6tAaTCIiIiIiIiIiZ6nu3buzYsUKtm/fDsD06dPp3bv3n9q0atWKn3/+mUOHDgEwZ84c6tSpU2LhEmgEk4iIiIiIiIjIWSsoKIiZM2fSt29fcnJyqFevHu+//z5RUVEMHjyY6OhounbtyujRo7nkkkvw8vKiSpUqfP311yVahzlxVfFzRZs2bWxUVJSryxARERERERGRc8SWLVuIiIhwdRll4l/6+o8LNmmKnIiIiIiIiIiIFIsCJhERERERERERKRYFTCIiIiIiIiIiUiwKmEREREREREREpFgUMImIiIiIiIiISLEoYBIRERERERERkWJRwCQiIiIiIiIiIsWigElERERERERE5Cw2d+5cmjdvTsOGDenXrx+pqal/abNhwwYuueQSWrZsSZs2bVizZk2J1qCASURERERERETkLJWYmMjAgQOZPXs2MTEx1K1bl7Fjx/6pTWZmJt27d+ehhx5i3bp1jB8/nltuuaVE61DAJCIiIiIiIiJyllqwYAFt27alfv36AAwbNoxZs2Zhrf1Tm3r16tGzZ08AevXqxWeffVaidShgEhERERERERE5S8XGxhIWFlb4PjQ0lNTUVNLS0gq3bdu2jZCQEO644w7atGnDZZddRl5eXonW4VGiZxMRERERERER+Q+YuHwiiVmJpXb+6r7Vmdhx4inbORwOjDF/2e7u7l74c25uLvPmzWPx4sW0b9+er7/+mp49e7J37168vb1LpF4FTCIiIiIiIiIip6ko4U9ZCA8PZ+XKlYXv9+/fT2BgIH5+foXbatasSUREBO3btwegd+/eDB48mF27dhEREVEidWiKnIiIiIiIiIjIWap79+6sWLGC7du3AzB9+nR69+79pzZXXHEFu3fvLnxy3NKlSzHGUKdOnRKrQyOYRERERERERETOUkFBQcycOZO+ffuSk5NDvXr1eP/994mKimLw4MFER0cTEhLCnDlzuPvuu8nIyMDb25svv/wSHx+fEqvDnLiq+LmiTZs2NioqytVliIiIiIiIiMg5YsuWLSU2nay8+5e+/nWxpwKaIiciIiIiIiIiIsWigElERERERERERIpFAZOIiIiIiIiIiBSLyxb5Nsb0Bx48YVNlIBQItdYeMsYcBuJO2P+CtXZWWdYoIiIiIiIiIiKn5rKAyVr7PvA+gDHGE1gKPFsQLjUEjlhrI11Vn4iIiIiIiIiIFE15mSI3Bkiw1r5Z8L4jkG+M+cUYs94Y85gxxt2F9YmIiIiIiIiIyD8o9YDJGNPTGJP3N6/+BfurASOBB044zANYCPQAOgGXA/eWdq0iIiIiIiIiInL6Sn2KnLV23imuMwT42lq764RjZpzYwBgzBRgBvHzS9iEFx/9JeHh4MSoWEREREREREZHTUR6myN0AzDxxgzHmNmNM8xM3AbknH2itfcta2+bkV/Xq1Uu5ZBERERERERGR8mHu3Lk0b96chg0b0q9fP1JTU/+x7Zw5c6hUqVKJ1+DSgMkYEwicDyw/aVdTYJIxxt0Y4wsMBz4t6/pERERERERERMqzxMREBg4cyOzZs4mJiaFu3bqMHTv2b9tu376dUaNGYa0t8TpcPYLpfOCgtfbk0UmPA0eADcB6nAHU22Vcm4iIiIiIiIhIubZgwQLatm1L/fr1ARg2bBizZs36S4iUmZnJrbfeypQpU0qljlJfg+nfWGtX4wyZTt6eCQwq+4pERERERERERM4esbGxhIWFFb4PDQ0lNTWVtLQ0/P39C7cPHTqUoUOH0rx58787TbG5NGASERERERERETkbHRz/GHkJCaV2fo+gIGo8MemU7RwOB8aYv2x3d3cv/Pn111/Hw8ODQYMGsWfPnpIss5ACJhERERERERGR01SU8KcshIeHs3LlysL3+/fvJzAwED8/v8Jt7777LpmZmURGRpKTk0NWVhaRkZHMmzePmjVrlkgdCphERERERERERM5S3bt3Z+TIkWzfvp369eszffp0evfu/ac2q1atKvx5z549NG3alOjo6BKtw9WLfIuIiIiIiIiIyBkKCgpi5syZ9O3bl4iICDZs2MDkyZOJiooiMjKyzOrQCCYRERERERERkbNYz5496dmz55+2ValS5W9HKdWuXZv09PQSr0EjmEREREREREREpFgUMImIiIiIiIiISLEoYBIRERERERERkWJRwCQiIiIiIiIiIsWigElERERERERERIpFAZOIiIiIiIiIiBSLAiYRERERERERESkWBUwiIiIiIiIiImexuXPn0rx5cxo2bEi/fv1ITU39S5sPP/yQFi1aEBkZSceOHYmKiirRGhQwiYiIiIiIiIicpRITExk4cCCzZ88mJiaGunXrMnbs2D+1iYmJYfTo0Xz//fdER0czbtw4rr322hKtQwGTiIiIiIiIiMhZasGCBbRt25b69esDMGzYMGbNmoW1trCNt7c3b7/9NjVq1ACgTZs2xMfHk5OTU2J1eJTYmUREREREREREpEzFxsYSFhZW+D40NJTU1FTS0tLw9/cHoHbt2tSuXRsAay0PPvggvXr1wsvLq8TqUMAkIiIiIiIiInKaFn+4lYyUY6V2fr/K3nS5tdEp2zkcDowxf9nu7u7+l20ZGRkMGDCA2NhYvv/++xKp8w8KmERERERERERETlNRwp+yEB4ezsqVKwvf79+/n8DAQPz8/P7Ubt++fVx99dVERESwePFifH19S7QOrcEkIiIiIiIiInKW6t69OytWrGD79u0ATJ8+nd69e/+pTVpaGpdccgnXXnstn3zySYmHS6CASURERERERETkrBUUFMTMmTPp27cvERERbNiwgcmTJxMVFUVkZCQAr732Gnv37uWrr74iMjKy8JWUlFRidZgTVxU/V7Rp08ZGRUW5ugwREREREREROUds2bKFiIgIV5dRJv6lr39d7KmARjCJiIiIiIiIiEixKGASEREREREREZFiUcAkIiIiIiIiIiLFooBJRERERERERESKRQGTiIiIiIiIiIgUiwImEREREREREREpFgVMIiIiIiIiIiJSLAqYRERERERERESkWBQwiYiIiIiIiIicxebOnUvz5s1p2LAh/fr1IzU19YzaFIcCJhERERERERGRs1RiYiIDBw5k9uzZxMTEULduXcaOHXvabYpLAZOIiIiIiIiIyFlqwYIFtG3blvr16wMwbNgwZs2ahbX2tNoUl0eJnUlERERERERE5D9iwVuvknH0SKmd3y+wCt2H3HvKdrGxsYSFhRW+Dw0NJTU1lbS0NPz9/YvcprgUMImIiIiIiIiInKaihD9lweFwYIz5y3Z3d/fTalNcmiInIiIiIiIiInKWCg8P58CBA4Xv9+/fT2BgIH5+fqfVprgUMImIiIiIiIiInKW6d+/OihUr2L59OwDTp0+nd+/ep92muDRFTkRERERERETkLBUUFMTMmTPp27cvOTk51KtXj/fff5+oqCgGDx5MdHT0P7YpSaYkVwwvL9q0aWOjoqJcXYaIiIiIiIiInCO2bNlCRESEq8soE//S178u5FRAU+RERERERERERKRYFDCJiIiIiIiIiEixKGASEREREREREZFiUcAkIiIiIiIiIlIE5+I61ic70z4qYBIREREREREROQUfHx+SkpLO6ZDJWktSUhI+Pj6nfaxHKdQjIiIiIiIiInJOCQ0NJS4ujsTERFeXUqp8fHwIDQ097eMUMImIiIiIiIiInIKnpyd16tRxdRnllsumyBlj+htjok947TbG5Bpjggv2322MWWuM2WKM+dAY4+2qWkVERERERERE5J+5LGCy1r5vrY201kYCbYF4YLi19pAx5lrgXuBSoAngCzzgqlpFREREREREROSflZcpcmOABGvtmwXv+wOTrbVHAIwxdwFeripORERERERERET+WamPYDLG9DTG5P3Nq3/B/mrASP48QqkBEGSM+d4Ysx6YCCSXdq0iIiIiIiIiInL6jKsfr2eMeQRoYK0dcMK27UAc0BvIBt4DDllr7z/p2CHAkL85bUMgppRKLmvVgMOuLkLkLKB7RaRodK+IFI3uFZGi0b0iUjTnyr1y2Frb4+92lIcpcjcAI07adgD40lqbCmCM+RB47OQDrbVvAW+VeoUuZIyJsta2cXUdIuWd7hWRotG9IlI0uldEikb3ikjR/BfuFZct8g1gjAkEzgeWn7TrC+B6Y4yvMcYAfYDVZVyeiIiIiIiIiIgUgatHMJ0PHLTW5p60/XWgCrAGcAfW4lynSUREREREREREyhmXBkzW2tU4Q6aTt+cDjxe8RERERERERESkHHPpFDkRERERERERETn7KWAq/87pRcxFSpDuFZGi0b0iUjS6V0SKRveKSNGc8/eKsda6ugYRERERERERETmLaQSTiIiIiIiIiIgUiwImEREREREREREpFgVM5YAx5kpjzHpjTIwx5nNjjP+ZtBE51xX1PjBO7xljRpV1jSLlQRG/V241xvxujIk2xiw3xrRxRa0irlTEe2W4MWaTMWajMeZrY0yQK2oVcaXT+buIMaaPMSatLOsTKS+K+L0y2Rizr+B3sGhjzKeuqLU0KGByMWNMdWAmcJ21tiGwC3j2dNuInOuKeh8YYyKAn4C+ZVuhSPlQxO+VhsALQA9rbSTwJPBlGZcq4lJFvFdaA6OAjtbapsB24ImyrlXElU7n7yLGmPrAi4ApuwpFyofTuFc6AjdaayMLXjeUZZ2lSQGT63UHVltrtxe8fwO4xRhjTrONyLmuqPfBPcDbwOdlWZxIOVKUe+UYMNhae7DgfRQQYozxKsM6RVztlPeKtXYNUN9am2KM8QFqAUllX6qISxXpdzBjTAXgQ+DBMq5PpLw45b1ijPEGWgIPGWM2GGNmG2PCXVBrqVDA5HphQOwJ7+MAf6DSabYROdcV6T6w1g631n5UloWJlDOnvFestXustXPBOaUUmAJ8Y63NKctCRVysqN8rucaYPgX7O+H812mR/5Ki/l3kzYLX+jKqS6S8Kcq9UhNYBIwDmgMrgK/PlcEjCphczw2wf7M9/zTbiJzrdB+IFE2R7xVjjB/wGXA+MLiU6xIpb4p8r1hr51hrqwETgR+MMfodWv5LTnmvGGPuBvKste+UWVUi5c8p7xVr7W5rbU9r7UZrrcU5pbQeULtsSixd+nJ0vX04U8w/1AKOWmszTrONyLlO94FI0RTpXikYjr0c5y89Xay1yWVWoUj5cMp7xRhzvjHmohPavAOcBwSWTYki5UJRvlcGAG2NMdHAPMC3YPHiE48TOdcV5XuluTHmtpOOM0BuGdRX6hQwud4CoEPBgngAdwFfn0EbkXOd7gORojnlvWKMqQQsAb601t5orc0q2xJFyoWifK/UAD4xxlQreH8LsNFaq3WY5L/klPeKtbadtbZpwYMjegJZBYsXHyjbUkVcqijfKw5gqjGmTsH7YcB6a21cGdVYqjxcXcB/nbU2wRgzEPiiYHHVnUD/gsdFv13wB/PftnFh2SJlrij3iksLFCkninivDMc5CuMaY8w1JxzeTX9xlv+KIv4O9osx5ilgiTEmDzgA9HFd1SJlT7+DiRRNEb9XNhpj7gW+Nca441yn6SYXll2ijHPan4iIiIiIiIiIyJnRFDkRERERERERESkWBUwiIiIiIiIiIlIsCphERERERERERKRYFDCJiIiIiIiIiEixKGASEREREREREZFiUcAkIiIiAhhj5htj0gteecaYnBPeTy/YP6QM6uhrjHm+lM79qDFmQGmcW0RERP7bjLXW1TWIiIiIlCvGmC+AjdbaiWV83crASqC9tTalFM7vA6wBLrHWJpb0+UVEROS/SyOYRERERIrAGLPEGDO84Oc9xpj7jDHbjTEZBSOcrjDG7DDGpBhjXjrhuHBjzDfGmKSC9gP/5TLDgEV/hEvGmJsLjjlqjFltjOl+wnmvNcZsNMYkG2N+MsY0OGFf54L26caYTX8cZ63NBr4FRpTspyMiIiL/dQqYRERERM5MP6Ad0BoYDDwEtAE6AcONMU2MMe44A51NQA2gL/CUMabLP5zzDuALAGNMBWAmcKO1NhB4HZhhnNoB7wBDgeoF15hrjPE0xgQVvH8dqAyMBb40xgQUXOOLguuIiIiIlBgFTCIiIiJnZoa19qi1ditwEPiftTbZWvt7wfvzgLZAOPCotTanYN+bwJ0nn8wYUwM4H1hdsCkXyASGGGMuAD4Aalvn+gaDgPestcustbnW2pcBD6ALcCWw01o701qbb639FugKHCs47+9ANWNM/RL/REREROQ/SwGTiIiIyJk5csLP+UDyCe8dOH/PCgf8gSMFU9mSgVFArb85XyiQbq1NA7DW5gLdcI5Q+h6IB8YUtA3HGTwln3De4ILtwUDciSe21q6y1madcN6kguuJiIiIlAgPVxcgIiIicpYqypNSDgL7rbXhf2wwxgQD5h/O53ZCO3+gkrX2WmOMB3ApMMcYs6TgvC9Yax87oX19YD9wHScFWMaYR4HPrbXbCjZ54AzFREREREqERjCJiIiIlJ4VQKYxZnTB+kihwELgnr9puw+oUPAkOQA/4AdjzOXW2jycoZLFOXLqPeBOY0yrgjWZrgE2AmHAPKC2MeZWY4y7MeZqYCTOUUsYY7yBQE4a5SQiIiJSHAqYREREREpJwXS0K4FLcE5xWwMsAib9TdsEnCFRh4L3B4FbgZeNMenAHOAea+02a+1S4EGc6zKlAk8AN1hrY6y1SQXXHI4zjHoC6FOwHZwLke+z1u4qjT6LiIjIf5NxrhMpIiIiIq5mjBkD1LHW3lWK13gRyDxxep2IiIhIcSlgEhERESknjDGVgGigtbU2uRTOXwFYD7Sz1h45VXsRERGRotIUOREREZFyouAJco8A40rpEqOApxUuiYiISEnTCCYRERERERERESkWjWASEREREREREZFiUcAkIiIiIiIiIiLFooBJRERERERERESKRQGTiIiIiIiIiIgUiwImEREREREREREpFgVMIiIiIiIiIiJSLP8HLql2ppp5SzQAAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-76, -70))\n", "for p in percentages:\n", " init_settings(gpas_all=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('G passive All')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'Gpas.png')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 1440x432 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20, 6))\n", "plt.ylim((-100, -70))\n", "for p in percentages:\n", " init_settings(hcn=p)\n", " init_stim(stim_start=100, stim_dur=50, sweep_len=500, dt=0.2, amp=step_amp)\n", " Vm, I, t = run_model()\n", " start = int(0.5/0.2e-3)\n", " end = int(0.9/0.2e-3)\n", "# print(start, end)\n", "# print(Vm[start], Vm[end])\n", " # print((Vm[end]-Vm[start])/-0.05)\n", " plt.plot(t, Vm, label=p, lw=0.7)\n", "plt.legend(loc='lower right')\n", "plt.title('HCN')\n", "plt.xlabel('Time (sec)')\n", "plt.ylabel('Voltage (mV)')\n", "plt.savefig(plot_resting_path+'HCN.png')\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "307.797px" }, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 4 }