{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "# [LazyPlot](https://linescanning.readthedocs.io/en/latest/classes/plotting.html#linescanning.plotting.LazyPlot)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sometimes it's a bit cumbersome to go through all matplotlib motions such as intiating the figure, adding labels, and such when you just want to quickly visualize your data. This class is intended to do just that. Make the same plots in a whole lot less lines. I tried to include as many functionalities as possible without overcomplicating the process too much. Below are a few examples of how to use this class." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%reload_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# imports\n", "from linescanning import plotting, utils\n", "import warnings\n", "import os\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import numpy as np\n", "\n", "warnings.simplefilter('ignore')\n", "opj = os.path.join\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Create random timeseries with `linescanning.utils.random_timeseries`" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "random_timeseries\n", "\n", " Create a random timecourse by multiplying an intercept with a random Gaussian distribution.\n", "\n", " Parameters\n", " ----------\n", " intercept: float\n", " starting point of timecourse\n", " volatility: float\n", " this factor is multiplied with the Gaussian distribution before multiplied with the intercept\n", " nr: int\n", " length of timecourse \n", "\n", " Returns\n", " ----------\n", " numpy.ndarray\n", " array of length `nr`\n", "\n", " Example\n", " ----------\n", " >>> from linescanning import utils\n", " >>> ts = utils.random_timeseries(1.2, 0.5, 100)\n", "\n", " Notes\n", " ----------\n", " Source: https://stackoverflow.com/questions/67977231/how-to-generate-random-time-series-data-with-noise-in-python-3\n", " \n" ] } ], "source": [ "print(utils.random_timeseries.__doc__)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot them regularly" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(100,)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ts = utils.random_timeseries(1.2, 0.0, 100)\n", "ts1 = utils.random_timeseries(1.2, 0.3, 100)\n", "ts2 = utils.random_timeseries(1.2, 0.5, 100)\n", "ts3 = utils.random_timeseries(1.2, 0.8, 100)\n", "ts4 = utils.random_timeseries(1.2, 1, 100)\n", "print(ts.shape)\n", "\n", "fig,axs = plt.subplots(figsize=(20,5))\n", "axs.plot(ts)\n", "axs.plot(ts1)\n", "axs.plot(ts2)\n", "axs.plot(ts3)\n", "axs.plot(ts4)\n", "sns.despine(offset=0)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Use `LazyPlot` to plot a single timeseries" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.LazyPlot(\n", " ts2, \n", " figsize=(20, 5),\n", " x_label=\"time (s)\",\n", " y_label=\"magnitude\",\n", " title=\"some title here\")\n" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# change the color\n", "plotting.LazyPlot(\n", " ts2, \n", " figsize=(20, 5),\n", " color=\"r\",\n", " x_label=\"time (s)\",\n", " y_label=\"magnitude\",\n", " title=\"some title here\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Use `LazyPlot` to plot multiply timeseries" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.LazyPlot(\n", " [ts, ts1, ts2, ts3, ts4], \n", " figsize=(20, 5), \n", " # save_as=\"/mnt/d/FSL/shared/spinoza/programs/project_repos/PlayGround/results/test_LazyPlot.pdf\",\n", " labels=['vol=0', 'vol=0.3', 'vol=0.5', 'vol=0.8', 'vol=1.0'],\n", " x_label=\"time (s)\",\n", " y_label=\"magnitude\",\n", " title=\"some title here\")\n" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# change colormap\n", "plotting.LazyPlot(\n", " [ts, ts1, ts2, ts3, ts4], \n", " figsize=(20, 5), \n", " # save_as=\"/mnt/d/FSL/shared/spinoza/programs/project_repos/PlayGround/results/test_LazyPlot.pdf\",\n", " labels=['vol=0', 'vol=0.3', 'vol=0.5', 'vol=0.8', 'vol=1.0'],\n", " x_label=\"time (s)\",\n", " y_label=\"magnitude\",\n", " title=\"some title here\",\n", " cmap=\"inferno\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add horizontal line" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "hline = {'pos': 1.2}\n", "plotting.LazyPlot(\n", " ts2, \n", " figsize=(20, 5), \n", " add_hline=hline,\n", " x_label=\"time (s)\",\n", " y_label=\"magnitude\",\n", " title=\"some title here\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add vertical line" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "vline = {'pos': 1.2}\n", "plotting.LazyPlot(\n", " ts2, \n", " figsize=(20, 5), \n", " add_vline=vline,\n", " x_label=\"time (s)\",\n", " y_label=\"magnitude\",\n", " title=\"some title here\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add shaded error" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.stats import sem\n", "stack = np.hstack((ts1[...,np.newaxis],ts2[...,np.newaxis],ts4[...,np.newaxis]))\n", "avg = stack.mean(axis=-1)\n", "err = sem(stack, axis=-1)\n", "plotting.LazyPlot(\n", " avg, \n", " figsize=(20, 5), \n", " error=err,\n", " x_label=\"time (s)\",\n", " y_label=\"magnitude\",\n", " title=\"some title here\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Subplotting with gridspec" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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nyikyxsi27S61bOe9Hjm2X9q/RWrXM7Rr798WODZtu4V0bkimQz/ZBe9KkuyeddLgq8O6nrt1mezMl6XiKlnte8uZ/JBMVMz5sdVvLOf6h+ROfUFyC2VXfi7bKkWm88CwxggAqJ6orAUAAAAAAFBHFVpXcw4F3zCamMQbRvBPyeoHpvNAmQZNa8ybvuFkGjaTmfgNKTLaO3HutNxP/yL3w9/Lnj5W6fltTpbsod2yRW/SAwDqFrtjlZS62RvUbyIz7Ctlus+MuElqluQNjh/wKlXVANa6cr/4l1TUAtwMvT7QQtkYI2dIsLqWu/Lz0K5dWCAd3OEN6jeRGtei1s3VhGmSIDVt7Q0O7ZLNPB22tdx1c2U//3sgUct0HSLnK9+9YKJWIL6kzjKjbwvOMfPlKm3XCACoPkjWAgAAAAAAqKPWnUjTiZxzkqSeTVorqV5jfwNCnWZ3rQkcm079fYyk+nF6jZLzjaellD7Bk/s2yX3tKbnLPpEtyC/XfNa6sqmb5X72N7l//ZHcf/9K7sd/lC164xoAUDfY3CzZ+W8Hxs6Vd8lEx5bpXhMZJefab0pOhDfXqs9lD+4MS5yhZDculA7v8QZNWskM+o/KS50GSo1besf7t8oe2Re6xY/slYoq2prkblTIDJPA60hrZZd8EPL5rbXe66+5bwbX7DNW5ppvykRcvqmV6T9BpusQb5CXI/eTP8kWt1AEANQZJGsBAAAAAADUQdZazTq4NTCemNTdx2hQ19nsTCmtqNJEo5bBSh0IMI1ayLnxe3Im/5dXjUOSCvNll34k9/VflGqrdDH29DG5Sz6U+4/H5L7/O9nty6XCokSvfRtlNy4K4zMAAFQ3dslH0rkz3qBDX6lj+ZKlTYtkmeE3Fk1m5c74p2xedkhjDCV77ozsovcDY2f8186r4mkcR2bQpMDYXTk9dOvvD772Fi0Qw8b0nyDFxEmS7OYlIU0itNbKLnhHdulHwfWGXiczfoqMU7a33Y0xMlfdE3y9e/KQ7OxXZa0NWZwAgOqPZC0AAAAAAIA6aPfZ49qXcVKS1KZeY3WjDQt8ZPduCLYj6tSPShMXYYyR6TxAzj3Pygy8SjJF27vpR+S+94Lcz/8uW/ymexGblyN382IVvvMbuS8/Lrv8UynjVPCCmPjgtYumymamV8VTAQD4zB7ZJ7t+rjeIjPaqalXg318z6GopsZM3OHNcdsG7IYwytOyCd6XcLEmS6TFc5iIJU6bHCCm+oTfYuUY2/Who1j8QTKw2ySRrhYup10hm+E2BsTv3TdmiVoWVZdd+IbtmdnCt0bfLGXFzuX92TFSMnBu+I0UXJZVtXym79ouQxAgAqBlI1gIAAAAAAKiDZh0Mvlk0sU13kmPgK7trbeDYdBrgYyQ1g4mOlTPmDjlTnpJadwyct1uXyX31Sbnr58umbZc782W5f/2R7MxXpIM7SkxgpJQ+cq5/SM63fyfTY7h3Pjdb7ty3qvjZAACqmnVduXP+JRVV8jHDbpBp2LxCcxnHkXP1/VJUjDf3xoWye9aHLNZQsalbZLct8wYx8TKjb7votSYySmbAxOI7ZVfNrPz6+bnS4d3eoFHLCn+9UTam71ipRbI3OH5Adv38Ss9pT6TJLnovuMbEe+SUqMJWXqZJK+9np3j+Be/Kpu24xB0AgNqEZC0AAAAAAIA65kjWWW04mSZJahwdp8HN2/kcEeoym58n7dvkDeIalEo+wqWZFsly7vyJzISvBytk5WbJznld7rvPy25eIuXnBm9o2lpm1K1yvvn/FHHT92W6DPLekB5zh/e1l6Rda2R3rq76JwMAqDJ2/TzpaKo3aJZYIjGpYkzjlt6/JUXcWa96yUnVhC3IlzvnjcDYjL5Nprhy1kWYPmOl6Fjv/i1LZDNPVy6IQ7ulwgJvbloghp1xIuSMnxIY2yUfnld9tDxsQb7cz/8R/DMcMFFO71GVj7NTf5kh1xYt4sr97C+V/14DANQIJGsBAAAAAADUMXMObpMtOh6f1E0RDltE8NH+LVJBniTJdOwnw/djuRjjyOkzRs69vwpWyCopOk6m9xg5d/5UzjeekTP4Gpn6jUvPEVdf5sq7AmN37puyOVlhjhwA4AebmS675IPA2JnwdZmIyErPa3qPllL6eIOss7LbVlR6zlCxK6ZLp4taGSZ2kuk18rL3mNh4L2FLkgoLKt2izh7YGhzQArFKmMROMj2L/qzzsmUXTq3wXHbpR9LxA96gWaLMyFsqH2ARM/wmqW0Pb3DujNxP/yxblBQGAKi92PkAAAAAAACoQ87m5ejLY3slSbERkRrViipG8FfpFoj9fYykZjPxDeRcfb+c2x6V2nSV2veSueabcr79WzkTvy6T2PGS7U5Nl8FSh77e4NwZ2YXvVlHkAICqZBd/IOXlSJJMr1EySZ1DMq8xRs6wG4LrbJgXknkry546IrtyujdwIuRM+JqMKdvbo2bABKkokc2uny+bW/FEZrs/mKxlSNaqMmbUrYHqo3brl7Jp28s9hz2wPdgK04mQc+23ZCKjQhej48i59ltSg6beiUO7ZNfOCdn8AIDqiWQtAAAAAACAOmTB4R3KdwslSaNadVJcZLTPEaEus64ru2edN4iKkZK7+xpPbWCSuyri9kcVcfMP5XS/QiYqpmz3GeO1Cypu+bRpkez+beEMFQBQxWxOluz2oopXMfFeIksImVYpUkJRe+2jqbJH9oZ0/vKy1sqd83qwdd3Aq2Satynz/aZ+E5nuw7xBXrbs+vkViyM3Szq6zxs0S5Sp16hC86D8THwDmZE3B8bunDfLVbXK5mbJnfEPqagusRlxk0yL5FCH6SXdX/9QcN1Ni2StvcQdAICajmQtAAAAAACAOiKvsEDzD+2UJDkyujKxq88Roc47tEvKzvSO2/eSiSJ50E+mQdNSbX3cL16Tzc/zMSIAQCjZnauDiUs9hsnE1Q/5GqbPuOB66/2trmW3LpMOFCUeN2wmc8Xkcs9hBl8tyatMadd+IVuQX/5A0nZIRYk3hsT0Kmd6jwkmEZ48WK7vSzv3LSnjlDdI6iIzcFIYIvSY1h286qiSdOqwdHhP2NYCAPiPZC0AAAAAAIA64stje5VZkCtJGtSirZrG1vM5ItR1dnfJFogDfIwExUzfsVJiJ29w+pjssmm+xgMACB279cvAcaBiVIiZbkOkmDhvve0rZXPOhWWdy7E552QXvBMYO1feXeZqkyWZJq2kzkWvUc6dkd2ytPyxHAhWqjRtaYFY1YzjyLlyigJJd0s/ks1Mv+x9dsfK4M9MdJyca+6XccL71rrpOTy4/pYlYV0LAOAvkrUAAAAAAADqANe6+uJg8I2iiW34VD/8Za2V3bXGGzgRMim9/Q0IkiRjHDkTvyFFREqS7KqZssdSfY4KAFBZ9uxJKW27N2iSICW0D8s6JipGpkdRwklBXoWSm0LBLn5fys7wBp0GyHToW+G5nMHXBOddNVPWdcsXy/6tRUcmWDkJVcq07iDTe5Q3yMuRXTj1ktfbjHS5s/8VvP/Ku2QaNg9niN46nQd5rcEl2e0rqHAKALUYyVoAAAAAAAB1wIaTB3Ws6A2rro0S1LZ+U58jQp13Ik06c8I7btNVhkpv1YZpligz9HpvYF25s16TdQv9DQoAUCl22/LAsek+TMaYsK1l+owNrrt+vmxRC8CqYtOPyG5c6A2iYuSM+2ql5jOtUqTkoopYp49Kxcnml4vj5CG5M/7pveaRpIS2vN7xkRl5s1T09bfblpeqeFaSta7cWS9LuVnefV0Gh60S3XkxRsfKdBnkDXKzS1WhBQDULiRrAQAAAAAA1AGzS1TVuoqqWqgG7K6SLRD7+xgJLsQMvkZqlugNjqXKrp7tb0AAgAqz1pZugdjtirCuZ5olBitIpR+RLpIUEy522SdSUYKYGXyNTIPKf0ihZHUtd+Xnl0xAs0f2qnDan+S+9lSpymImpU+l40DFmbgGMiNvCYzduW/KFhacd51dO1dK3eIN6jeRGT8lrMmN/8n0HBGMZTOtEAGgtiJZCwAAAAAAoJbbc/aEdp09LklqHd9IPZu09jkiQKUqBZiO/fwLBBdkIiLlTLxHkvfmpF36kWz6UV9jAgBU0Ik06eQh7zixk0zjFmFf0vQdFzh2188L+3rF7MlDwSpisfVkBkwIzcTtekotkr3jo/vOS0Cz1sqmblHhe/9P7lvPFlXfKkroiomXuWKyzJDrQhMLKsz0HiW1SvEGJw/Jrv2i1OP25CHZRe8Fxs6k+2Ti6ldliFJSZ6lR0c9o6hbZjFNVuz4AoEqQrAUAAAAAAFDLzT64NXA8MalblX4yHLgQe/aEdGy/N0hoH5KKFwg9k9hRpv94b1CYL/eLf1V5KysAQOXZLSWrag2tkjVNp/5SfENvsHudbObpKlm3VFWtQVfLRMeFZF5jjFd1soi7crq3nnVld66W+9Yv5b7/W2l/8HW36jWSGX2bnG8+L2f4jTKRUSGJBRVnjCPnyikKJKN/OS2QDGULC+RO/5tUmO9d23+CTLsevsRoegwvGtlSP78AgNqDZC0AAAAAAIBa7Hh2htaeSJMkNYyK1ZCW7f0NCJBkd60LHNMCsXozI26SipPpDmyT3bzY34AAAOViXVd2+wpv4ETIdB1cJeuaiEivipEkuYWymxaFfU17Ik12+0pvENdApt+VIZ3fdBkkNWruDVK3yF32idzXnpL7yf9JR/cGL2zUUmbC1+Xc/xs5IUwYQ2iYVu1l+o7xBvm5sgvflSTZpR9Lxw9455sllmqZWNVMz+GBY7t5McnyAFALkawFAAAAAABQi31xcLtsUQuWcYldFeVE+BwR8J8tEEnWqs5MdKycCV8PjO2Cd2XPnfExIgBAuaRtlzLTveP2vWTiGlTZ0qb3GKmooqvdsEDWLQzreu6X01TcetAMvkYmOjak8xsnQmbQ1YGxXfqRdOpw8IIWyTLXfVvOvb+U02cMlbSqMTP8JqmovaHdvlLusk9kV37uPehEyLnmmzJR0f7F17C5lNzNG5w+Jh3a5VssAIDwIFkLAAAAAACglsrMz9XSo7slSdFOhMa07uRzRIBkszOltB3eoHFLqVmivwHhskxKb5luV3iD3Cy5c96QzcnyNygAQJnYrSVaIHYfVqVrm4bNpJQ+3iAzXdqzIWxr2eMHpJ2rvUG9RjJ9x4ZlHdNjRLC9Y7GkznJu+oGcKT+X03WIjMPbr9WdiasvM+rWwNgu/UiBRL/hN8q0bOtPYCWYniMDx3bzEh8jAQCEQ6TfAQAAAAAAACA8Vhzbp7yiCgYjWnVUvagYnyOqfVJTU/Xyyy/riy++0J49e3Tq1CklJCSoQ4cOuv766/XQQw+pXr16fodZrdi9GyTrSvKqapmiihuo3sy4O2VTN0nZmdKuNXJ3rfHerG7SSqZpK6lpK5kmraQmraRGzWWo4gcAvrP5ebLFCUzRsTId+lZ5DE7fcXL3rJckuevnKyJM7Y/dpR8Hjs3ga2XC9LrXREXLueoeufP/LTVL9NocJnUOy1oIL9NzhOzGRdLh3cGTSZ1LVU/zk+k8QHZurJSXI7tjpey4r4bt+xoAUPVI1gIAAAAAAKilUjNPBY6vaJniYyS1j7VWTz31lJ5//nnl5+erQ4cOGjJkiDp27Kjjx49rxYoVeuSRR/T//t//08KFC9WlSxe/Q6427K4SLRDD9IYtQs/ENZAZ+1XZz/8ePJl1Vso6K3vQq5Rmi89HRHpV04oSuUy3K2SaJ1V1yABQ59k966W8HEmS6TzQn7Zu7XtKjZpLZ05IqZtkTx+TadwypEvYo/uk4hbL9RrL9BkT0vn/k+nQVxE+JL4htIxx5Iy/W+6bz0jWStGxcq5+oNpURjNRMTJdBstuWuQlbO1cLdNjuN9hAQBChGQtAAAAAACAWurgudOSJEdGSfUa+xpLbbN06VK98MILSklJ0euvv67BgweXetxaq7/97W968MEHdeONN2rDhg2KjGQrzubnSvs2eYP4hlLrjv4GhHJxul8h14mQ9m+VPXVYSj/iJWz9p8IC6eQh6eQhWUl2wwI59/5KJq5+lccMAHWZny0QA+saR6b3GNnF73sxbVggM/q2kK7hfjktuN7Q62Qio0I6P2ov07KdzMRvyG75Us4V18s0au53SKWYniO8ZC0VtUIkWQsAag12iAAAAAAAAGqhQtfV4awzkqSE+IaKoiVZSI0YMUIrVqxQ586dFRcXd97jxhh9+9vf1rx58/TOO+9o48aN6t+fKlLav1UqyJPkVaWoLpULUHZO18FS12Byos3JktKPyKYfkU4dCSZxnT7mJW1JUs452WXTZMbd5VPUAFD32OyMYIJ0/SZSm66+xWJ6jZL98mOpsEB202LZ4TeGLKHKHt4jFbVZVIOmMr1GhWRe1B1Or1FSdf2+SewkNU6QTh+VDmyTPXtCpmH1SigDAFQMuyEAAAAAAAC10NHssyqwriSpDVW1wqJPnz4XTNQqafhw79Pv69evr4qQqj27a03gmBaItYOJjZdp3UFOj+FyRt6siBv+SxHfeEbOw3+W87VfSJFeyy27fr7sqSP+BgsAdYjdvlJyCyVJpttQXxOkTXwDmc4DvUFOpuyOVSGb2/3y4+A6Q6+nqhZqFWOMTM8RgbHdvNTHaAAAoUSyFgAAAAAAQC2UVtQCURItEH2UmZkpSWrUqJHPkfjPuoWyu4uS1qJipLY9/A0IYWUcR6ZFsszgq70TbqHcRVP9DaoGsdaVzTglm7ZDdsdK2YxTfocEoIaxW5cFjk33K3yMpCiGvuMCx3b9vJDMaQ/tClYPa9i8VFILUFuYHsMkGUmS3bJEtugDOQCAmo02iAAAAAAAALVQyWQtKmv5w3Vd/fvf/1Z0dLTGjRt3+Rtqu0O7pBwvec2k9KbyRR1hBl0tu2GhdO60tHud7P6tMm27+x1WtWBzs6Qzx6UzJ2RL/X5cOnsy2EZSkuo1lnPvszLRl67mBwCSZE8fkw7v9gbN28i0SPY3IMlr59YsSTp5UDq8W/b4gUrH5S4tUVXriutlInjbE7WPadBUatdDSt0snTkhpe2Ukv1rawoACA1etQAAAAAAANRCB8+lB46prOWP5557Ths3btRPf/pTNW7c2O9wfGd3rQ0OOtICsa4wUTEyI2+WnfmyJMld8I6cu5/ytR2Xn2x+nuysl2X3bZZys8p+47nTshsXygycFL7gANQa1a2qllTUzq3vWNm5b0ryqmuZCV+v8Hw2bbu0f4s3aNRSpvuwUIQJVEum5wjZ1M2SvOpahmQtAKjx6ub/iAEAAAAAAGq54spa8ZFRahId728wddAbb7yhJ598UiNGjNBTTz3ldzi+s9bK7i5K1nIiZFL6+BsQqpTpMUxq2c4bHD8gu2WpvwFdhnUL5S7+QO7yT2VLVrcKxdxLP5TdvvLSiVqR0VKzRKlDX5k+Y4P3rp4d8ngA1D7W2hLJWkam21Bf4ynJdB/mtUKWl1Bmc7MrPFepqlrDJlNVC7Wa6dhfivGqa9odq2TzcnyOCABQWbxyAQAAAAAAqGUy83N1Os978yspvomMMT5HVLe89tpruv/++9WvXz999tlniomJ8Tsk/51I89q2SFJyV5lYEgjrEmMcOWNulzv1BUmSXfKBbJdBMtGxPkd2YXbjItkVn3mD3GyZ0beFZt60HbKrZ3sDJ0JK7CTTqIXUqLnUqIVM0e+Kb1jq7+3CohaSykyX3b5CpsfwkMQDoJY6slc6fdQ7Tu7qtVCrJkxMnEz3K2Q3LJDyc2W3finT78pyz2P3b5PStnuDJgnVKiENCAcTFS3TdUjwZ2fnKpmeI/0OCwBQCWGvrPXWW295pU0v82vOnDnhDgUAAAAAAKBOOFhUVUuiBWJV+9Of/qR7771XAwYM0Jw5c9SoUSO/Q6oW7K41gWNDC8Q6ySR3C7a/PHdGdtUMfwO6BLtvU/B41YxS4wrPmZcjd+bLkqwkyYy8WRG3Pypn0r1yrpgsp/sVMomdZOo1Oi/B1hl0dXCelZ/LWlvpeADUXtWxBWJJpu+4wLFdP7/cf6dZa+V++VFwvitukHEiQhUeUG2ZHiMCx3bTEh8jAQCEQtgrax08eFCSNGXKFLVv3/6i113qMQAAAAAAAJRdyWStNiRrVZnnnntOjz/+uEaOHKnPPvtMDRs29DukasPuWhs4Nh37+RcIfOWMvk3u3g2SWyi7aqZs79HVquKLJFnrSgd3lDrnzvinnK//j0x8xX+m7aL3pDPHvUFiJ5kBV5X5XpPUWUrsJB3aJZ08JO3dIHXoW+FYANQMNj9PJiq6fPcUFshuX+ENIiJlOg8MQ2SVY1okS607Sod3SycPen+3JXUu+wT7t0gHd3rHTVvLdB0SnkCB6qZ1B6lpa+nUYengDtnTx2Qat/Q7KgBABVVZstZPfvIT9ezZM9zLAQAAAAAA1HlpJGtVuSeeeEK/+tWvNGHCBH388ceKj6fNXzF75oR0/IA3SEipdsk5qDqmSYJMvytl18yWCvJkl3woc/X9fodV2omDUs650ueyznoJWzd9X8aUv1mFTd0iu36eN4iMljPpPhmnfPM4g6+R+/FLkiR35QxFkKwF1FrWWtnP/yG7bblMtyEyV94tE1uvbDenbpGyMyR5ydEmpnq+HjF9x8oe3i1JsuvneUmpZWCtlbv0o+A8w75S7r9PgZrKGCPTY7js4vclSXbLUpnhN/obFACgwsL+CqY4WSs5OTncSwEAAAAAAEDSwXPpkiQjKZFkrbCy1up73/uefvWrX2ny5Mn69NNPSdT6D3Z3iapanWiBWNeZoddLRckDdstS2SP7/A3oP9gD2wPHZsi1UnE1rX2bZNd8Uf75crPkznolOOeoW2WaJJQ/sA59vGoakldN49Du8s8BoGbYs1522zJJVnbbcrn/+rns/q1lutW7z2O6DwtTgJVnugyWYutLkuzO1bJZGWW7cd8m6fAe77hZkkyX6lc5DAgn02OYVNQu2W5Z6lUEBQDUSFWSrNWgQQPKvgMAAAAAAFQB17o6mHVGktQiroFiIsJeWL3OKiws1P3336+XXnpJt99+u95//33FxMT4HVa1U6oFIsladZ6Jqy8z7IbA2F3wjqy1PkZUmk0rkazVZbCcEpW/7KL3ZI+mlm+++e9IGae8QXI3mX7jKhSXMY7MoEmBsbtqRoXmAVC92cICuQveLX0yM13ue/9P7vx/yxbkX/zevOzgv7mx9aT2vcIYaeWYyCiZniO8QWGB3H88qsK/P6LCN55W4fu/lfvZX+XOeVPu0o/krvlC7tZlsns3yl36YWAOZ/hXKlTtEKjJTP0mUruin+2zJ6USSeYAgJol7Lt1aWlpVNUCAAAAAACoIseyM5XvFkqS2sQ39jeYWu6rX/2qpk6dqoYNG6pDhw56+umnL3n9/fffr/bt21dNcNWEzcqQDu7wBo0TgpWBUKeZvuNk182TTh/1vj92rZU6D/A7LK86RVrR92tMvNSijZckNXCS7OqZklso97O/ypnylEx07OXn27NedvNibxAdK2fSvZVKLDDdrpBd8pF07rS0a63sqSMyTVtVeD4A1Y9dN9f7u1GSWneQIqOlA9u8x9bMlk3dIufab8q0OP99N7trrVSQJ0kyXQfLVPOEfdN3rOzqWZKsF3fGqUBy64VSeEuda5EskQCOOsr0HCG7b6MkyW5eLNO2u88RAQAqIqyv1FzX1eHDh9W9O/9IAAAAAAAAVIWD504HjpNogRhWU6dOlSSdPXtWzz333GWvnzBhQt1L1tq2TCqqmmQ6D5QpatuCus1ERMoZfZvcaX+UJLkLp8rp0Mf/xIITh6ScTO+4TZdAYpUZebNs2jbpaKp0+qjsvLdkJt13yalsdqbc2a8FxmbMHTINm1cqPBMZJTNgouyiqZKs7OqZMhO/Uak5AVQfNjtDdtm0opGRc+UUqWWy7JovZBe/LxUWSCcPyn3rWZkRN8kMvKpUAqjdWjNaIBYzjVvKXPUN2c1LpOxM71fOOakMbd2c4TdSVQt1lunYTzYmXsrNkt25RvbKbJmYOL/DAgCUU1j/93vs2DEVFBRo1qxZgY2Y2NhYNWzYUJ06ddLQoUM1ZcoUDRjg/6emAAAAAAAAaoO0c+mB4zYka4VVdWrdVl3ZLV8Gjk2P6v/GMapQx35Sm65S2nbpzDHZdXNlBl7la0ilWiC26Ro8joiUc+235b7xP1J+ruzmJXLb9ZTTbejF55r3lnTOa0mr9r1leo0KSYymz2jZ5Z9KedmyW5bKDr9Rpl6jkMwNwF926cdSbrYkr3KOSWjnHQ+8SrZdD7nT/y6dSJMKC2QXTpXds0HO1ffLNGwmm3la2r/Fm6hRc6l1R5+eRfk4vUZJJf5+tNZ6X4OcYPKWzc4sGp+Tcs9JCe1lOvbzL2jAZyYySqbbUNn186SCPNkdK2V6j/Y7LABAOYU1WcsYoyeffDIwdl1XWVlZOnbsmFavXq0XX3xRL774oh5++GH94Q9/CGcoAAAAAAAAdULpylpN/AsEdZ49kSYdS/UGCe1lmiX6GxCqFWOMnDF3yH3zGUlWdtknsj2Gy8TV9y2mUslayV1LPWaaJMiMnyI745/etV+8Ltuqg0zjFufPs2OV7Lbl3iAmXs5V3whZVTkTEy/TZ4zsqhlewsbaL2RG3hKSuQH4x55Ik90w3xtExciMuKnU46Z5Gzl3PSm79CPZVTMlWSltu9zXfy5z5RQp62ywkmW3YTW2kqUxRoqN9341bumd8zkmoDoyPUd6yVqSV52OZC0AqHHCmqyVkJCgZ5555qKPL1u2TN/5znf00ksvqXPnznr44YfDGQ4AAAAAAECtl1aUrBUTEalmsfX8DQZ1WumqWsN9jATVlUloJ9NzuPcmY26W7LJpMuPu8iUWa73EB0lSTJzUPPm8a5wew+WmbvZajeVly53+Nzl3PFaqfaPNOit3zuuBsRl3l0z90CbOmgETZNd+4SVrrZ8nO/ha2h8BNZi1Vu6Cd4LJVkOvk6nf+LzrTGSUzOjbZFN6y53xTynjlJSbLfv536XI6OB13a+oqtAB+CWhndQsUTp5SDq0SzbjlEyDpn5HBQAoB18bOl9xxRWaPn26GjVqpBdeeMHPUAAAAAAAAGq87II8ncw9J0lKim8sp4ZWVUDNZ91C2a1FyVpOhEy3If4GhGrLDL8pkGRg18+XPXXEn0BOHvJabklSUhcZ58Jb5+bKKVIjr9qLjuyR/fLjwGPWWrlfvB6cp2P/sCRNmPpNZLoXtRXNzZbduDDkawCoQns3SKlFLQwbNpMZcOmWsCa5m5yv/Y9MtxJ/vxTkeb8ntJdp2ipMgQKoLowxMp0HBsb2wDYfowEAVISvyVqS1KpVKw0ePFgHDhzQ8ePH/Q4HAAAAAACgxjp47kzguE29xv4FAqRukYq/H1P6yMQ18DceVFumQROZwVd7A7dQ7qKpvsRxqRaIJZmYODnXfUtyIrz7Vnwuu99LsrDblku71ngXxtWXM+FrYWtFZgZNChzbNbNlCwvCsg6A8LKFBV5VrSLO6NtkIqMue5+JjZdz7Tdlrvu2FBMfPF+cyAmg1jNtugUHB7Zf/EIAQLXke7KWJDlFn1KKirr8C1AAAAAAAABc2MGiFoiSlESyFnxUsgWi05MWiLg0M+hqqfjvrN3rZPf7UB2iZLJWm4sna0mSaZUiM+LmopGV+/k/ZI8fkJ37ZuAaZ/zXZOo1CkekXgxNW0sd+3mDzHQvUQxAjWPXz5PSj3qDpM5S50Hlut/pOkTO1/9HpucImd6jZfqMCUOUAKql1h2kolbMJZPOAQA1Q1iTtVauXHnZa44fP67ly5erQ4cOaty4cTjDAQAAAAAAqNXSzqUHjqmsBb/Y3CzZ4upCsfWllD7+BoRqz0TFyIy8OTB218+t0vWttbLFFSmi46QWbS97jxl0ldSuhzc4d0buW89KuVneY12HyHQpX8JFRTiDrwkc21UzZK0b9jUBhI7NzpD9clrRyMgZe2eFqvGZBk3lTLpPzsRvlKkqF4DawURFS61SvMGZ47IZp/wNCABQLmFL1tq0aZOGDx+uG2+8UevXr7/gNXv37tXNN9+sM2fO6Be/+EW4QgEAAAAAAKgT0qishWrA7lgtFeZLkky3ITJFn/gHLsV0HybF1vMG+7fIuoVVt/ipw1J2hnfcpouMc/ltc2McOVc/IBW3+CxuQ1ivkcyVd4cp0P+IIbGTlNjJG5w8JO3dWK77rbWyJw/JZp4OfXCoVax1ZfdvkT193O9QahW7dFowybPncJmE9v4GBKDGKdkK0dIKEQBqlLDtlHTq1EkPPvig/vKXv+jjjz9Wly5dNHToUCUkJCgjI0O7d+/W/PnzJUmPPfaYvva1r4UrFAAAAAAAgFrPtVYHs05LkprF1FNcZLS/AaHOsluWBI5ND1ogomyM48i06ym7fYWUmy0d2i216VIla9tSLRDLvqap10jO1ffL/fD3gXPOxG/IxNUPZXiX5Ay+Ru7HL0mS3JWfK6JD38veY62V9m+Ru+RD6cheKb6hnLuelGnYLGRx2bxsuTNfkdxCOWO/KtOoecjmRtWyhQWyn/9ddscqKSpGzp2Py7RI9jusGs+eOCi7Yb43iIop0VoVAMrOJHeRLe6EnLZd6jHM13gAAGUXtspasbGxeumll7Rnzx4988wzSk5O1pw5c/TSSy/po48+UnZ2tu677z5t2rRJzz33XLjCAAAAAAAAqBNO5pxTblFlF1ogwi/29HHp4E5v0LS1RJUQlEdK78Ch3Ve+KlGVcqBksla3S1x4PpPSW2bUrVJ0nMzQ62TKkCwVUh36eD9rknRwp+yhXZe83B7cKXfqC3Lf/52XqCVJWWdlV88MaVh25efSztXS7nVy33pG9sC2kM6PqmHzc+V+/JKXqCVJ+blyP/mzbG62v4HVcNZauQvekYpal5oh18nUb+xvUABqptYdJSdCUunkcwBA9Rf2GuTJycl68skn9eSTT4Z7KQAAAAAAgDrr4Ln0wDEtEOEXu3Vp4Nj0GC5jjI/RoKYx7XrKFh3bvRulkbeEfU1rbfDNzeg4qWX5KwY5g6+RBl8T4sjKxhhHZtDVsrNekSS5K2co4ivfPe86e3SfV0lr36YLzmM3LpK94oaQVAWzedmy6+YFT2Rnyn3vtzJj75TpdyV/L9QQNjdL7kd/CCbgFjt9VO6sV+Rc/xB/lhW1d4OUutk7bthMZsBEf+MBUGOZqBipdQfv7+rTx2Qz0mUaNPE7LABAGYStshYAAAAAAACqTtq504HjNvXYoEfVs9bKbvmyaGRkul/hazyoeUy9RsFqbMcPyGamX/L6kEg/ImWd9Y6TOskUVaeoSUy3oVJxku7udbKnDgcesyfSVDjtT3LffKZ0olbjBJlrvyXTd6w3LsgLtmSrJLtxoZSb5Q2i44pOurLz3pKd9apsQX5I1kH42Kyzcqe+EEzUio6Vufp+Kaboz3Pnatm1X/gXYA1mCwu8qlpFzKjbZKJoXQ2g4kq2cKa6FgDUHCRrAQAAAAAA1AIHSyRrUVkLvji0Szpz3Dtu112mQVN/40GNZNqXbIV44SpQoWQr0QKxujCRUSUq81jZVTNl04/Knf43uf/6hbRrTfDihs1krrpXzj3PyOk2VGbg1VJRdSS7dk6lE6lsYYHs6tmBsXPnT2QGXR18fPNiuVOfl808Xal1ED4245Tcd56Tju33TsTVl3PbI3J6DJdz9QPB6xZOvWzbTZzPrp8npR/1BkmdZboM8jcgADVeqdcvJGsBQI1BshYAAAAAAEAtkJZ1WpIU5USoZQjaWAHlZTcvCRyb7sN9jAQ1mUnpFTi2ezeGf8G0kslaXS5xYfVm+owJVLGyW5bKffVJ2W3LpeLGkvUayVx5t5x7fimn18hABTHTuIVM54HeNVlnZbcsvcDsZWe3LpOKK6J17CfTvI2c0bfJXPstKSLKO394j9w3n5Y9vKdSayH0bPoRuf/+dTCZqH4TOXf8RKao4p3p2C+YfOcWyv30L7JZGf4EWwPZ7EzZL6cVjYycsXfSShJA5SV2lIr+XS+ZhA4AqN5I1gIAAAAAAKjhcgsLdDzbe7M0Mb6RHMOWD6qWzc+T3bHKG0TFyHQe4G9AqLladZBi63nHqVtkCwvCtpS1NtguKCpGSmgXtrXCzcTEBVsauoWSdb3j2Poyo2+Tc9+v5fS7UiYy6vx7S1a+Wj1LtvjecrLWlV01IzB2Bl8TPO42VM6dj0vFFffOnZH77m/kblpcobXqCrtrrdyty2StDf9axw/Ifec3UsYp70Tjll6iVtPWpa4zI2+WkooSGzPT5U7/m6xbse+Z6sYW5Htf7+JktVDP/+XHgRahpufwQBIcAFSGiYqRWqV4g9NHq6aNNACg0ti5AwAAAAAAqOEOZZ0urp2iNrRArFnyc/2OICTs7rVSXrYkyXQZ5L1pBFSAcRyZdkXVtfKypcO7w7dY+lHp3BnvOKlLoNpUTWX6T5BivOpaio6TGX6jnPufkzPo6kv+TJpWKVKbrt4g/Yi0e33FAti9Xjp12DtO6iyT2Kn0Ognt5Nz9Mymps3eisEB21ity570V1qS8msrdukzutD/Kfv73oipp4WMP7ZL77m+krLPeieZtvEStRs3Pu9Y4EXKu+7YU39A7sX+L7LJp511X01i3UO5Hf5D9/O9y3/ifkLd4tMcPyK6f7w2iYmRG3BTS+QHUbab433FJNm2Hj5EAAMqKZC0AAAAAAIAaLi3zdOA4iWStGsUe2BasSFWDlWydZnrQAhGVVEWtEG0taYFYzNRvLOfOn8pc+y0vSeuKyTLFyVuX4ZSoruWWqI5VVtZauSunB+crUVWrVIzxDeXc+t/BKmCS7No5cj94UTabdnrFbE6W7IJ3guMwJmvZ1M1y3/utlOsl3Kp1Bzm3PypTr9FF7zH1G3sJW0Ut/OyyT6umbWkY2fnvSPu3eIP8XO97MkStOu2JNLnv/y5Q8c4MuVamfpOQzA0AkmSSg8laohUiANQIJGsBAAAAAADUcGnnTgeO29Tjzb8axVq5s1+TLW47VQPZzNNS6mZv0LCZVAuSXuAv076XpKIkkHAmgJR4M9MkdwvfOlXINEuU022oTFz98t2Y0ltqlugdH9pV/qpCB3dIxYktzZKklD4XjzEiUs74r8lM+LpUXM3swDa5bz4rezytfOvWUnbpR8EqV5JXvSoMlRjtjlVyP/xfqSDPO9G2h5xbfixT3Ir0EkxyN5kRNxfPJPfzv8uePRnyGKuCu2G+7Lo5pU/m5cj94HeyR1MrNbc9lir33ReCf54t28kMuKpScwLAeRI7Bf5NLZmMDgCovkjWAgAAAAAAqOEOlkjWorJWDZSbJXfGP2WLKm7UNHbbMsl6jThN92Eyhi1HVI6JbygltPcGJ9JkM9JDvoa1VjZtmzeIipFatg35GjWJMUZm0KTA2F1Zvupa7srPg3MNvkamqOLSpTh9xsi57ZFgO72zJ+R+9L91viWiPZYqu35u6ZOFBcGk2BBxNy+R+9lfJLfQO9FpgJwbvycTHVvmOczgq6UOfb1Bzjm5n/65xv352QPbZOe+FRibK++WipM3c7Plvvf/ZI8fqNjch/fInfr/pJxM70SrFDm3/lgmKrqyYQNAKSYqJvjaKf2I92EKAEC1xs4JAAAAAABADWat1cEsL5GhcXSc6kfF+BwRyiUyyvv9wDbZVbP8jaUCrLWym2mBiNAzJVsh7gtDda3Tx6RzZ7zjxM4yEZGhX6OGMd2ukIoTfnevk00/Uqb77PE0qbgCWoOmMl0Hl33NpM5y7v6Z1CLZO5FxSnb7ynJEXbtY68qd80YgAVZtewQf270udOucOSE7+7Vgom2P4XKuf1Cm+N+kMjLGkXP1/VLD5t6JI3tlF7wbsjjDzZ4+LveT/wskrJkBE+X0u1LOjd+Tkjp7F+VmeQlbJ8pX9c0e3Cn3/d9KuVneicROZa5aBgAVUbIVoj24w8dIAABlQbIWAAAAAABADZael6WsgnxJUhuqatU4pmU7Bdq9Lfmg0u2Wqtzx/dLJg95x644yTRL8jQe1hinRRi8crRDtgW3BtUq8uVmXmYhImQETika2zAmkdlWJqloDJ5U78c00aCpn3F3B+dbMli1OVqpj7OYlwXaSTVrJueE7XuU3SXbPelk3NBUY7fblwQSlniNlJt0rU9ySspxMbD05kx+Siv7c7bo5crctD0mc4WRzs+V+/Acp55x3on0vmdG3SfIq1Dg3fV9q3dF7LDtT7nu/lT11uGxz798m94MXpbwc70RyNzk3/1AmJi7UTwMAAkybEq9nDtAKEQCqO5K1AAAAAAAAarDSLRCb+BcIKiaufrD1mFsod/rfZPNz/Y2pHEpV1epJVS2EUEJ7Kba+d7x/a+hbq6UFK06UenOzjjN9xkhFbfDsliWyxdXHLsKeOSG7bYU3iK0v03tUxRZO6iy1bOcdH0uVDu6s2Dw1mM3OlF30XmDsjL9bJjpOal9UZS47Uzq8OzRrFf+ZSTJXTK50+1qT0F6mZMLd7NdkTx6q1JzhZF1X7ud/l4pjbNpaznXfLpWwZqLj5Nz8AykhxTuRdVbu1Bdk049eeu59m+R++Hup+N/ydr3k3Pj9crWXBIAKSewkFf19btNI1gKA6o5kLQAAAAAAgBosrUSyFpW1aiYz4qZgkkL6kRrTQsoWFsgWV0+JiJTpUvbWZ8DlGMeRad/TG+RlS4dCk6QiFbXvLH4TMypGSmgXsrlrOhMTL9N7tDcoLJBdN/eS19vVsyTrVXsy/a+UqWArXmNMiapekrtmdoXm8YM9lip75njl51nygZeQJcl0HSxT1ALRdOwXvCYErRDtyUNScUu/Vh1kGjWv9JySZHqPluk+zBvk58r99M/VNvnYLn5f2rPeG8TEy/nKwzIx8eddZ2Li5dzyQ6llW+/EuTNewtbpC/952z3r5X78klToVTxVh75yvvJdmajocDwNACjFRMdKrdp7g1OHL5twDQDwF8laAAAAAAAANVjpylqNfYsDFWciIuVc+00p0nsz126YH5I35MNu3yYpO0OSl0xgYuv5HBBqnVKtEDeEbt7Tx6TMdO84sVO52/bVdmbARKmowpBdP++iCTc2O0N20yJvEBkt02985dbtOkSq18gb7F4bkgSocLO718l942m5rzwhd+uyis9zZK/shoXeICpGZvQdgcdMSm/JFLXLLU4wqgS7fWVw7m5DKj1fYC5jZCZ8TWqW6J04echLbKpmFbbcLUtlV83wBsaRM/mhS7bwNbH15NzyY6l5G+9EZrrcqc/Lnj1R6jq7Y5XcaX+SiqsAdh4oZ/J3ZCKjwvE0AOCCSlYLtSWqiAIAqh+StQAAAAAAAGqw4spaEcZRq7iG/gaDCjNNW8uMDb457856pdp/Gt7dUqIFYg9aICL0vMpaRUkq+zaFbN6Sb16aZFog/ifToKlMt6HeIOec7KbFF7zOrp0rFeR59/QeJRNXv3LrRkTK9B1XNLmVXTunUvNVBbe48phbKPv5P+RuWFDuOazryp3zuiQrSTLDvyLTINjW2MQ1kBI7e4NTh2XTj1Q4Xmut7I7iZC0j03lQhee6EBMVI2fyf3kV6yTpyF65b/yP3BXTZd3CkK5VEfbQbtnZrwXGZtxXAxXMLsXE1Zdz638HE9EyTnmJaBmnJEnutuVyP/urVPQcTdehXltFEkEBVLFSrZ3TtvkXCADgskjWAgAAAAAAqKHy3UIdzTorSWod31ARDls9NZnpPUYqbneVnSl3xsuyRe3FqhubnRlsIRXfUGrX09+AUCuZuAbBdj4n0gKJEZVW4s3LUm9qIsAMnBQ4tqtnnZdoY/NzZdcVJVM5ETIDrwrNun3GShFeJSK7aZFsbnZI5g0Hm3VW2r+15BnZL/4lt7hqU1nn2bhAOprqDZolXrBCWchaIZ5Ik04d9o6TOpdKCgsV07SVl9jUuKhaVWGB7OL35b79K9ni9os+sBmn5E77Y6DylekzNpgcWAYmvoH3vJq08k6cOSF36gtyV82Unf73YDvQniNkrnlApqg6HQBUqaROkvH+T0hlLQCo3tjBAwAAAAAAqKEOZ52RW1SJow0tEGs8Y4ycifcE24ClbvIq11RDdseq4Bve3YZSPQRhY1J6B47t3o2Vns9aG3zzMjJaSmhf6TlrI9OijdS+lzc4e8L7mS/Bblwo5Zzzru06RKZh89CsG99ApvsV3iAvR3bzhat6VQd25+pAgo4atQyeXzhV7pKPZK29/BxZGbKLPwiMnfFTLvj3aaiStez2FcE5uw6u8DyXY1p3kPO1X3hJf0UtHHV0n9cyctknssWtAquIzc+V+/FLUlGCu9p09apqFcdWRqZeIzm3/bfUuOjP+/Qx2YXvKlAVrfcYmavukSF5HoBPTHSclNDOG5w85CUWAwCqJV4xAgAAAAAA1FDFLRAlKale6KtjoOqZ+AZyJt0XGNtFU2WP+1eJ5GLsliWBY1ogIpxM+xLJWqFohXjmhFRcoSuxE4mGl+AMujpwbFfNDCQf2cIC2dWzAo+ZwVefd29lmAETg+uunSPrVtMKg9uCiU/O5IdkRtwUfGz5J7Lz/33Z6oh20VQpN0uSZLoPu2ilN9MkQWra2hsc2iWbnVH+eK2V3V7UAtEYmc4Dyz1HeZioaDljbpdzx+PB2N1C2aUfyX37l7LHD4R1/WLWunJn/FM6tt870aiFnMnfqfDPvqnfRM5tj0iNSicomv7jZSZ8TcbwthsAf5Vuhbjdv0AAAJfEq0YAAAAAAIAaKu1ceuCYylq1h2nfK5isUFggd/rfZAvy/Q2qBHvqiHR4jzdo3kamZVt/A0Lt1qq9FFffO96/pdIVeWzJFojJtEC8pORuUsui6hzHUqUD3tfObl8RTHhL6SPTvE1IlzXNk6R2PbzBmePSnnUhnT8UbEa6dHCnN2jaWmqRLGfo9TJjvxq8Zu0XsrNeu2iymT24U3ZzUeJrTJzM6Nsuuabp0LfoRluxKnNH93lfT0lK7i5TXMUxzExiRzlTfi4z+Npgla1j++W++YzcpR+HpcqWzcuWPXlINnWz7Ny3pZ2rvQeiY+V85WGZ4r9TKsg0aCrn1kekJgle4tuQa2XGlr9SFwCEg0nuFji2B2iFCADVFR8bAgAAAAAAqKEOlqisRbJW7WJG3iK7f6t0Ik06eVB20Xsy4756+Rsl2YxTsvu3SCcPy7RqL3XoJxMZVemYrFso7Vord8X0YJxU1UKYGePItO8lu3WZlJcjHdwlte12+RsvJi34puXFqhjBY4yRGTRJdvrfJEnuqhlykrvKrvw8cI0z5NqwrO30nyg3dYu37povFNFpQFjWqSi7c5UCre+6Dg4k6TgDJsiNjpWd/aqXVLV5sZSfI13zzVKVnKxbKHfOG4GxGX7TZZOnTMd+sqtmePfvWiuV8+/fqmqBeCEmMkpm1C2ynQfInfmydPKQV2Vr2TTZXWvkTLpPprht10XYwgLv74D8HCk3W8o8LZtxSspMlzLSZTPTA8fKy75QFHKu/ZaXDBiK59SouZxvPCvlZMrENwzJnAAQEomdvORYa0slqQMAqheStQAAAAAAAGoga63SMk9LkhpExaphdJy/ASGkTGSUnGu/KffNZ6TCAq9CS/teMim9z7vW5mRJadtkU7d6SVrpR4KPSVJsfZkew2R6jaxQBRybnSm7aZHsurnBajqSFBEl0/2KCjw7oJza95a2LpMk2X0bZSqYrGWtlS2qDqXIaKlVSqgirLVMl0Gyiz+Qzp6Q9m3yErVOHvIeTOwkk9Q5PAun9JKatPL+PkvbLnssVablpZN5qlLJFoim65BSjzm9RspGx8id/ncvIWnHKtm8XK/1XlS0d/+6uV4yriS1bCvTd9zlF23dUYprIGVnSKmbZQvyy5yIa60bbIHoRMj4lPxmWqXIufsp2eWfyq6YLllXOpEm961npU79JWuDCVl5Rb/yc73f3cLKrT36tmB1shAxjiORqAWgmjExcVLL9tLRvdLJQ7JZGTLxDfwOCwDwH0jWAgAAAAAAqIHO5ucosyBXElW1aivTvI3M6Ntl570lSXJnvizn609L0bHS4d2y+7fIpm713oix9uIT5WTKrpktu2a21CpFptcoma5DvDdyLsGePCS7do7slqVSQV7pB5slyhn31Spro4W6zbTvKSsjqaj922XaxV3U2RPBhMPEjqUqHeHCjBMhM2Ci7Py3JclL3CriDL4mfOsaR2bABNmi6lN2zRcyV98ftvXKw545Lh0pagXbIlmmaevzrjFdBsuJipU77U9SYb60b6PcD38v5ysPS/m5sks/ClzrXHm3l/RzGcZxZDr08Von5ud6bSkvkMB7QYd2e1WnJKldj0q3AawMExklM+Im2U5FVbZOpHlJW8WtCisjMlqq30Rq0ESm6HfVbyLTuuNlK3cBQG1ikrvKHt3rDdK2S10G+RsQAOA8/G8UAAAAAACgBirZAjGJZK1ay/S7UnbvBmnfJinrrNw3n5ayM89Pngrc4EitO8i07SHTPFF251rZXaulwgLv8SN7ZY/slZ3/b5kug2R6jZKSOgdaeFnrSvs2y10zW0rdfP78KX3kDJggte0RuAcINxPXQGqdIh3e47UFzTgl06BpueexaduDc9ICscxMr5GyX34s5WYFTzZLlDr0Ce+6PYZ7yWG5WbLblsuOurXCCaI2/ahUr6FMCKpQBipU6fyqWiWZlN5ybv6h3I//4FWGStsu973feglEeTneNb1GySR2KvPapmM/L1lLkt297oLVFi8c88UrgfnFJLSTc/fPZFd8Jrv8s/MrZ0XFeL+iY0v8HisTHesd12t8XlKWYuvxbxMASDJtugRb56ZtlyFZCwCqHZK1AAAAAAAAaqC0EslaVNaqvYwxcibdJ/dfP/daX5VsQ1isWaKXnNWuh5TUpVTFLNNlsNfGcNty2U2LpOMHvAcK8mS3LPWqZjVJkOk5UoqKkV03R0o/Wnr+qBiZniNl+o+XaZIQxmcLXJxp31v2sFfNyO7dKNNnTPknOUCyVkWY6FgvcXT5p8Fzg66WMZevBlWpdaNiZPqM8VovuoWy6+bJjLixXHNY68rOfVt2/VypcUs5U56qdMJW6cSnwZe81iR3lXPrf8v94EUp55xXCbG40klsPZlRt5Rv8XY9pYhIrz3u7nWy46dcNjnJuq7sjlXeICJSpmP/8q0ZRiYiUmbYV2QHXCWdOyNFx0hRXnJWWaqNAQAuIqmzZIxkrWzaDr+jAQBcAMlaAAAAAAAANdDBc+mBYypr1W6mXiM5V98v9+OXvMoj9ZvItO3uVbdq212mfuNL3x9XX6b/eKn/eNmjqbKbFsluWyblZnsXpB+VXfz++Tc2ai7Tf4JMzxEyMfGhf2JAOZiU3l51J3nJWqpAslbgzcqIKKlVSijDq/VMvyu9Ch2FBd7fQd2GVuG6MyXrym6YJzv0OpnIqDLda91C2VmvekmpknT6mOz6+TKVaN9oTx0OJr226iDTqMVl7zGtUuTc/qjc93/nJSQVnx95i1c1rhxMVIzUtoe0d4N07rR0NFVq1f7SN6Vtl7LOescpfS7bAtcPJiZOqoZxAUBNZWLipZbtpKP7pBNpstkZ5f43BwAQXiRrAQAAAAAA1EDFlbUcGbWOr1hbKNQcJqW3nPufkwrypcYtK9zmySS0k0loJzv6dtlda7xqWwe2lb4ouZuc/hOkDn2pbILqI6GdFNfAqzC3f4tsYYFMRNm3t+2ZE9LZE94gsWOZE37gMfUaybnuQbmbl8gZel25vvaVWrdBU5kug7xqVtmZstuWee1bL8MWFsh+/g/ZHStLn189S7bflV7SUwWUqqrVreztBE3zNnJuf0zu+7+Vzp6UEjvJ9L7887jgXB37ee1xVdQK8TLJWqXbNl66EhgAoPYwbbrIHt3nDdJ2SJ0H+hoPAKA0krUAAAAAAABqmAK3UIeLqmQkxDdUlBPhc0SoCqZB09DNFRUt0/0KqfsVsqePyW5bLhXky3QdLNMiOWTrAKFijCPTvpfs1i+l/Fzp4E6pbfcy32/TaIFYWaZTf0V0qvoWembAxECSlF3zhWzPkZdMWLUF+XI/+4u0e513womQmiV6FbGyzspuXCgzYGK547DWlkh8MjKdB5XveTRJkPO1X3gJssndK9xG0nToK1sc05510iVaQ9rCAtmdRS0QI6NlOvSt0JoAgJrHJHeTXT1Lkvc6yJCsBQDVCh+NAwAAAAAAqGGOZmeo0LqSpDa0QEQlmcYt5VwxWc7Im0nUQvWW0jtwaPduLN+9JZO1kknWqklM6w5S647e4ESadGDrRa+1+bley9jiRK2ISDk3fFfONQ8Er1n5uWxBfvkDOZEmnTrsHSd1lmnQpNxTmJh4mU4DKtWK0NRvHGzjefyAbHHFuAvZv1XKOefd17FvhSuKAQBqoMTOUlFysz2w/TIXAwCqGslaAAAAAAAANUzaufTAMclaAOoK065n8E3HfWVP1rLH9geTuyIipVYdwhEewqhkJSx39ewLXmPzsuV++L9S6mbvRGS0nJu+L9Ohj0zzNlKnAd75c2e8FrDlZLdVrAViOJiO/QLH9v+zd9/hcd1l2se/Z0a99y5ZxbLk3h3HTu+BEEhIKEsnsPSwtN1lYfel911gIcDCLlmWECAJIQnpiZPYaU4cV7mpWMXqvdfRnN/7x4zHUuKiMtKo3J/r8pVzzpzyKJbt0Zz7PM+Jg2fdb9zYxqLA1iwiIrPLCouA5BzPSls9ZrAvsAWJiMg4CmuJiIiIiIiIiMwzdf1dvuVMhbVEZJGwwqNOB63aGzA97efc37hHsV98APvub4F3dCzZy7GCgme4UvE3q3ADnBoFW3UI09k07nUzNID9l/843UEtJAzH2z+PlbPCt49j6w2n99/zGMY9OuHre0YgeoNPliPgo6Ss/HW+ZXOqi9jrmFEXpmK/ZyUkHHJXn3E/ERFZuE53EzVQXxbQWkREZDyFtURERERERERE5pn6MWGtrMjJj2ESEZmvrLGjEM/RXcs0V2P/4ZuYV/4GttuzMSkLx5XvmekSZQZYDifWuit962bf06eXB3ux7/shNFZ6NoRG4Ljli1iZhePPkbIE8td6Vno7MEdenHgBTVVwatxgznKsiJgpfR1+k5QJMUme5bpSzPDAG/epPgwjg4CnE5dCiiIii4+VdXr0s0YhiojMLQpriYiIiIiIiIjMM6fCWhFBIcSFhAe2GBGRWWSN6Q7kG204hhl1Yb/wF+y7vw1tdZ6NDifW1rfgeM+/YsUmz1ap4mfW6oshOBQAc+RFzFA/pr8b+54fQMtJz07h0Tje8Y9YaXlnPIfjgjHdtV59dMLdtebaOEHLsrAKvMEz242pPvyGfUzpntP7z4GaRUQkADKXAd4R0nUKa4mIzCUKa4mIiIiIiIiIzCN9riG6vJ0ysiLjsCwrwBWJiMyi1Bw41dXo5DHMqMv3kmmsxL7r65hXHwVjezYmZ+P4u6/i2PY2LGdQAAoWf7HCIrFWbPesjI5gXn4I+8/fh/YGz7bIOE9QKzn77OdIz4clqzwrPW2Y47vPe11j7NPBJ4cTa+mG6XwZfmMVrD+98rpRiMY1jKn0bguNgCUrEBGRxccKi4AU77+LrXWYwb7AFiQiIj766VREREREREREZJpsY9M62Eddfxf1A13U93cxOOoiMSySxNBIksKiSAqLJDEsitiQcBzTCFjV93f7ljMj4/xQvYjI/GFZDqzcVZijL4FrGBrKMelLMS89gNn3JBjj2dHbTcvafL1CWguIteEqzMFnADD7T49CJDoBx61fwopLOe85HFtvwK7xdKIyrzyKWX4hlsN59gPqy+HU+OG81Z4b33NBZiGEhsPwIKaqBOMePf29XnXI8+cDsAo36s+AiMgiZmUVYVpOAsbzb9rS9ec9RkREZp7eoYuIiIiIiIiITELPyBD1Y0JZ9f1dNAx047Ldb9y5+42bgiwHCWNCXIlhkSSFRpIaEUN6RCzB57phDNT2d/qWsxTWEpHFKHcVHH0JAHvvU9B1F3Q2n349NRfHNR/CSs4KUIEyU6z4VMhfC5UHT2+MTcFx6xexYhIndo7MQsguhtrj0NWMKd2DtXzrWfcfNwJx2eYp1+5vljMIK3cNpvQVGB6A+grIKQbAPj63xjaKiEjgWFlFmH1PAZ5RiJbCWiIic4LCWiIiIiIiIiIiY9jGpntkiPahftqH+2gfGqB9uI+2oT4a+rvpcQ1N6/yjxqZlsJeWwd43vGZhkRIeTWZkLBkRcWRGxpIZEUdyeBQOywFA/anuHqizlogsTtaSlRjL8nTRqjp0+gVnENaFb8XadO25OyXJvObYcA32qbBWQjqOW76AFRU/uXNsfQt27XEAzCsPY4q3YHn/nR3L2G5M2WuelaAQrIJ10ynd/wrWQukrAJgT+7FyijHDg1BV4nk9IgayiwJYoIiIBFxmIWABBlNXGuhqRETES2EtEREREREREVmUWgd7qehppW2on47hfm84q5/O4QHcxp7weSwgOTyazFPhqsh4MiNjiQ4O85xzqI+2Ye9/h/ppG+qjfaifYXv0DecyGJoHe2ge7GEftb7twQ4n6RExZETEUdrd7LtuRkTcNP8viIjMP1Z4FKQXQEPF6Y3p+Z5uWokZgStMZoWVU4x19Qegsxlr83VY4dGTP0lWkefmdX05dDRC+V44U9esk8dgsM9z3fw1WCFh06zev6zc1RiHE2w3pvIA5rJ3YU4cALfL83rhRgUXRUQWOSs8CpKzoLUWWmoxQ/1YYZGBLktEZNFTWEtEREREREREFp2dDeX88cRrGMykjosODiUjIo6syDgyvb/SI2IJdZ75I5aIqBCyz9DtwxhD/+iwL7zVNtRH40A39f3dNA50M/q6sJjLdnOyr5OTfadHICaHR5/1uiIiC5218iJMQwU4g7G234S14Wosxxs7I8nC5Fh9ybSOtywLxwU3YN//YwDs3Q/jKNz4hu5apnTP6WPm4DhBKywCspZ5QmXdbdBejymb2zWLiMjss7KKMK21gPEEledap0gRkUVIn+iJiIiIiIiIyKJhjOHhk4d5+GTJGV8PdwaTGBZJYmgkiWGRJIRGkhgW5V2PICrYPx01LMsiKjiMqOAwcqMTx73mNjatg300DHRR399FQ3839QPdtAz2jguXrYhL90stIiLzkbXqIqzUHIiMw4qMDXQ5Mh8tWQlpedBUBW11cOIALN3ge9mMujAV+zwrIWGQuzowdZ6HVbAec/IYAObIS1B92PNCVDxkLg1gZSIiMldY2UWY/U8DYOpK595YXxGRRUhhLRERERERERFZFGxj+POJ13iusdy37dL0QlbGp3tDWZFEBIUEsEIPp+UgLSKGtIgYNiTl+LaPuEdpGuyhob8bt7HZOOY1EZHFxrIsSFkS6DJkHrMsC8fWt2A/8J+At7tWwXrP9xZAzREYHvDsW7AeKzjw7xHOxMpfi3n2bgDPjXjb7dm+bNMbOoWJiMgilbnMt2jqygJYiIiInKKwloiIiIiIiIgseKO2mztLX+a1tpO+bbfkrefqrOUBrGpyQpxB5EQlkBOVEOhSREREFoa8NZ7QX0uN51dVCeSvAcCUvurbzSraHKgKz8uKTYKkLE93MG9QCzQCUURETrPCoyAxA9oboOUkZmQIK8Q/XaNFRGRq9FiFiIiIiIiIiCxoQ24XPz+y0xfUcmDxoWUXzqugloiIiPifZVk4LrjBt27v/hvGGIxrGHPigGdjaIRnZOIc9oZxVjFJnhGPIiIiXtap7lrGhsbKwBYjIiIKa4mIiIiIiIjIwtXnGuLHJc9wrKsJgGCHk0+uvIStqbqBKdM3MjLCHXfcwcUXX0xSUhIREREsW7aMz3zmM1RUVAS6PBERmYil6yAx07PcVAknj0LVIXANA2AVbsRyzu0hJa8Pa1lFm0+PcxQREQHILPQtmnqNQhQRCTSFtURERERERERkQeoY6ucHB5+murcdgIigYP5h1RWsTsgMcGWyEFRXV7Nu3To+/elPU1VVxWWXXcYHP/hBYmJi+NWvfsWqVav49a9/HegyRUTkPCzLgbX1Lb51e/ffsI+PGYFYPA/GCaYugcg43+pcHtsoIiKBYWUt8y2b+vIAViIiIgBz+3EQEREREREREZEpaBzo5qclz9I5MgBAXEg4t6+6nMwxNzJFpmpoaIgrrriC6upqvvnNb/LVr3513OuHDh3ixhtv5GMf+xjJycncdNNNAapUREQmwirciElIh45GqC+HU12pImIgqziwxU2AZTmwNl2L2flnyFsNyTmBLklEROYYKzoBohOgtwMaKzHu0TnfOVJEZCFTZy0RERERERERWVCqetr44cGnfEGtlPBovrT2agW1xG9+9rOfUVVVxU9+8pM3BLUA1qxZw6uvvkpCQgL/9E//xOjoaACqFBGRibIcDqwtbz69wRjP9mWbsBzz4zaKY+M1OD75nzje9lmNQBQRkTOyMr3dtUZHoOVkYIsREVnk5sdPGSIiIiIiIiIiE3Cks4H/KNlB/+gIADlR8XxpzdUkhUUFuDJZKDo7O/nud79LVlYWH//4x8+6X0pKCp/97GcpLy/XOEQRkXnAKt4CsSnjtxXNgxGIY1hhkQpqiYjI2WUV+hZNfVkACxEREYW1RERERERERGTW1PR28FJzJSNu/3ca2tt6kp8f2cmI7QagKDaVz6++ipiQML9fSxavhx9+mM7OTj71qU8REhJyzn1vv/12nE4nv//972epOhERmSrL4cS6YEx3rah4yCgIXEEiIiJ+ZmWMDWuVB7ASERHRIFoRERERERERmXG9I0P8pfoALzdXAlDd287fLd3st/MPjI7wf+W7sb1jizYkZvPh4m0EO5x+u4YIwO7duwFYvXr1efeNi4sjMzOTffv24XK5CA4OnunyRERkGqzlWzFHXoD6cqytb8Gy9Ly7iIgsIInpEBYJQ/1QX44xtv6tExEJkFn/27ekpITo6GjWrVvHwMDAbF9eRERERERERGaRbWx2Npbzb3sf9gW1AF5sOkHXsP8+F9jVWMGQt1vXhqRsPrp8u4JaMiMaGxsByM3NndD+eXl5jIyM0N7ePoNViYiIP1jOIBy3fBHHJ36KY82lgS5HRETEryzLAZne7lpD/dDRFNiCREQWsVkNa7W1tXHjjTcSFhbGAw88QERExGxeXkRERERERERmUXVvO9878CR3V+xhYHRk3GujxmZHQ6lfruOy3eyoPw6ABbwtdy0OPR0sM6S3txeAtLS0Ce1/ar+enp4Zq0lERPzHcgZhhUcFugwREZEZYWWOHYVYFsBKREQWt1n75NLlcnHLLbdQV1fHvffeO+GnD0VERERERERkful3jXB3xR6+d+AJavo6fNu3puTyrxuuJ8gbpNrVWM7g60JcU/FKSzU9riEA1idmkxoeM+1zipxNdHQ0AE1NE3sK/dR+MTH6vhQRERERkcCyMk6HtagrD1whIiKLXNBsXej2229n586d3HHHHVx22WWzdVkRERERERERmSXGGHa3VPGXqv30uoZ929MjYvm7gk0si0sFYFtqPruaPGMLdzZWcF32iilf0zaGp+qO+davyVo+9S9AZALS09MBqK6uZuXKlefdv6qqipCQEBITE2e6NBERERERkXNLXQJBITA6gmlQWEtEJFBmpbPWL37xC371q1/xkY98hE9+8pOzcUkRERERERERmUX1/V386NDT/G/Zbl9QK9QRxNvz1vOv66/3BbUArsoqxvIu76g/jst2T/m6JR31NA16xssVxqSQF5M05XOJTMTWrVsBKCkpOe++XV1d1NfXs2HDBoKDg2e6NBERERERkXOynEGQnu9Z6WnH9Hac+wAREZkRMx7WevbZZ/nsZz/Ltm3buOOOO2b6ciIiIiIiIiIyi1y2m3sq9/KtfY9R0dPq274hKZuvb7qBa7KW43SM//ghNTyG9UnZAPS4htjdXDXl6z8xpqvWtdnqqiUz74YbbiAuLo5f/OIXjIyce4znz372M9xuN+973/tmqToREREREZFzGzsK0dSVBbASEZHFa0bDWpWVldx6662kpaVx//33ExISMpOXExEREREREZFZ9lDNIXbUl2JjAEgJi+L2VZfxseUXEx8acdbjrs06Pfrwyfpj2Mae9LVP9LRywhsQS4+IZWV8xqTPITJZ8fHxfPnLX6a2tpZf/epXZ92vpaWFn/zkJyxdupSPfvSjs1ihiIiIiIjI2VlZp8Na1GsUoohIIMxYWKu3t5cbb7yR/v5+/vrXv5KaenrcQU1NDZZlceutt87U5UVERERERERkhhljeKWlGgCHZXHjktX828Y3Tyg0lRudSFGs57OClsFeDrTXT/r6T47pqnVN1nIclnWOvUX85/bbbyc3N5d/+Id/4Dvf+c4bXi8pKWHLli10dHTw/e9/XyMQRURERERk7kgvAMsTEzAKa4mIBMSMhLWMMbz3ve/lyJEj/OY3v2HTpk0zcRkRERERERERCaD6gS66RwYBWBGXxptzVhPscE74+LFjC5+oO4oxZsLHNg30cLC9DoC4kHC2JC+Z8LEi0xUWFsYzzzxDUVERX/nKV8jOzubWW2/lk5/8JFu2bGHjxo00Njbyy1/+kptvvjnQ5YqIiIiIiPhYIWGQkuNZaa/HDPYFtiARkUVoRsJaX/nKV3jooYf40pe+xHvf+96ZuISIiIiIiIiIBNiRjkbf8lRGEK6ISyc7Mh6A6t52yrpbJnzsU/XHOBXtuiKziKBJhMRE/CEvL4+DBw/yn//5nyxZsoQdO3Zw55130tnZyUc/+lEOHz7Mxz/+8UCXKSIiIiIi8gZW5phRiA0VgStERGSR8ntY649//CPf/e53ueaaa/jud7/r79OLiIiIiIiIyBxxpHNsWCt90sdblsU1WeO7a01E98ggu5urAAhzBnNJ2tJJX1vEH0JCQvjMZz7DCy+8QEdHB4ODg5SXl3PHHXdQWFh4/hOIiIiIiIgEwNiwlkYhiojMPr+HtW677TYAnnzySYKCgrAs6w2/cnNzAbjvvvvGba+pqfF3OSIiIiIiIiIyA4bcLip6WgFICoskJTx6SufZmJxDYmgk4Al/1fZ1nveYZxpKGTU2AJekLyU8KGRK1xYRERERERFZlBTWEhEJqCB/n/BjH/vYeffp6enht7/9LUuXLuWGG27wbY+JifF3OSIiIiIiIiIyA0q7mnF7A1Mr4zOwLGtK53FaDq7OKuZPJ/YC8GTdMW4r3nbW/YdGXexqLPcde2VG0ZSuKyIiIiIiIrJYWRExEJ8GnU3QXI1xjWAF60EoEZHZ4vew1o9//OPz7lNTU8Nvf/tb1q1bN6H9RURERERERGRume4IxLG2pxbwcM1h+kaHea21hrfmriEpLOqM+77QfIKBURcAF6TkEhcaMa1ri4iIiIiIiCxGVmYhprMJbDc0VUJ2caBLEhFZNPw+BlFEREREREREFjZjDEc6GwBPd6ui2NRpnS/EGcTlGcsAsDE8XX/8jPu5bXvca1dnLp/WdUVEREREREQWLY1CFBEJGIW1RERERERERGRSWoZ6aRvqB6AgJomwoOBpn/OyjGWEOJwAvNB0gj7X0Bv22dNWQ+fwAACrEzLIiIyd9nVFREREREREFiMrc5lvWWEtEZHZpbCWiIiIiIiIiEzK0XEjEDP8cs6o4FAuSisAwGW7ebahbNzrxhierD3mW782a4VfrisiIiIiIiKyKMUmwamHoBoqMLY7sPWIiCwiAQlrLVmyBGMM9957byAuLyIiIiIiIiLTcGRcWCvdb+e9KnM5DiwAnm0oZ9g9Ou6a9QNdAORFJ7I0Jtlv1xURERERERFZbCzLOt1dyzUMrbWBLUhEZBFRZy0RERERERERmTCX7aa0qxmAmOAwsiLj/HbuxLBINqcsAaB/dJgXm074Xnuy7nRXrWuyVmBZlt+uKyIiIiIiIrIoZRb6FjUKUURk9iisJSIiIiIiIiITVtHdyoh3NMLKhAy/h6auyVruW366/jhu26a6t53Sbk9ALCU8mnWJmX69poiIiIiIiMhiZGUt8y0rrCUiMnsU1hIRERERERGRCTvS2eBb9ucIxFOyIuNZ5T1v+3A/r7XVjOuqdXVmMQ5LH2eIiIiIiIiITFtiJoSEe5bryzHGBLYeEZFFQp9uioiIiIiIiMiEHelsBMDCYnlc2oxc49qsFb7lh2oOsa+tFoDo4DC2puTNyDVFREREREREFhvL4YCMpZ6VgR7oag5sQSIii4TCWiIiIiIiIiIyIR3D/TQMdAOQG51AVHDojFynMDaFvOhEANqG+jF4nuy9ImMZIc6gGbmmiIiIiIiIyGJkZRX6ljUKUURkdiisJSIiIiIiIiITcrSzybc8EyMQT7Esi2vGdNcCCHUEcWl64VmOEBEREREREZGpsDLG/KytsJaIyKxQWEtEREREREREJuRIZ4NveWV8xoxea11iJqnh0b717WkFRM5QJy8RERERERGRRSstD7xdrE2dwloiIrNBYS0REREREREROS+3sTnm7awVERRCbnTCjF7PYTm4KXcdFhbRwWFcnVU8o9cTERERERERWYysoGBPYAuguwXT1xXQekREFoOgQBcgIiIiIiIiInNfVU87g24XACvi0nBYM//81/qkbL656S2EOoOICQmb8euJiIiIiIiILEZWZiHm1AjEhnJYtjmwBYmILHDqrCUiIiIiIiIi5zVuBGLCzI5AHCs5PEpBLREREREREZEZZGUU+pY1ClFEZOYprCUiIiIiIiIi53Wks9G3vDI+PYCViIiIiIiIiIhfZSwFLABMfVlgaxERWQQU1hIRERERERGRc+odGeJkXwcAWZFxxIaEB7giEREREREREfEXKywCkrM8K211mOGBwBYkIrLAKawlIiIiIiIiIud0rKsJ411eoa5aIiIiIiIiIguOlekdhWgMNJwIbDEiIgtcUKALEBEREREREZHJO9zRQMtgL5HBIUQGhRIVHOr9bwhhzmAsy/LbtY50NviWV8Vn+O28IiIiIiIiIjJHZBbCgWcAMPXlWHmrA1yQiMjCpbCWiIiIiIiIyDxzuKOBnx157qyvOyzLE9wKCiEi2PPf6JAwLkorIC86aVLXso3hSGcTAKGOIApiJne8iIiIiIiIiMx9Vmahr6u2qS8LaC0iIgudwloiIiIiIiIi88y+tpPnfN02hl7XEL2uIRg8vf211hq+vO5a0iJiJ3ytuv5Oz3mA4rhUghzOKdUsIiIiIiIiInOXFRUPscnQ3QpNVZhRF1ZQcKDLEhFZkBTWEhEREREREZlnjnc1AxBkObgpbx0DrhH6Rofpdw3TPzpCn2uY/tFh+l0jDNujvuOG3KP84uguvrzuWsKDQiZ0rcMdjb7llRqBKCIiIiIiIrJgWZmFmO5WcI9Cc7VnNKKIiPidwloiIiIiIiIi80jbUB/tw/0AFMQkc1Vm8Tn3d9luekeG+PmRndQPdNE82Mv/lL7EJ1dcisOyznu9I50NvuUV8enTK15ERERERERE5q7MQjj6EgCmvhxLYS0RkRnhCHQBIiIiIiIiIjJxpd6uWgBFcSnn3T/Y4SQhLJJPrLiECG83rZKOBh6uKTnvsYOjI1T2tAGQGh5NcnjUFKsWERERERERkbnOylzmWzb1ZQGsRERkYVNYS0RERERERGQeKeseE9aKTZ3wccnhUXy0eDsWnm5aj9QeZn9b7TmPOd7VjI0B1FVLREREREREZMGLT4XwaM9yQwXG2IGtR0RkgVJYS0RERERERGSeMMZQ2tUCQIjDSW504qSOXxGfzs1563zrd5a9TEN/11n3P9LZ6FteqbCWiIiIiIiIyIJmWZZnFCLA8CD2/30N+7XHMX1dgSxLRGTBUVhLREREREREZJ5oGeqlc2QAgKUxyQQ5nJM+x9WZxWxOXgLAsHuUXx7dRb9r5A37GWM40tkAQJDlYNkkuniJiIiIiIiIyPxk5a05vdJej9l1L/Zvvoj7/h9jH38Fc4bPEEREZHKCAl2AiIiIiIiIiEzMqa5aAEVxUwtPWZbF+wsvoGmgh9r+TlqG+vht6Yt8auWlOKzTz3Q1DfbQMewJhhXGphDq1EcIIiIiIiIiIgudtWo7WBamZBc0nvBsNAaqD2OqD2NCwrGWbcJacSFkFmJZ6g8jIjJZ+qRVREREREREZJ4o6272LRdNo9NViDOIj6+4mO/sf4L+0WEOdzbyYM0hbspd59tHIxBFREREREREFh/LcmCtughWXYTpbMYcfQlz7GXoaffsMDKIOfw85vDzEJuEtfxCz694deQWEZkoxVxFRERERBaRPtcwd5W/ymO1Rxhxjwa6HBGZBGMMpV2esFaYM4ic6IRpnS8pLIq/X74dBxYAj9ceZW/rSd/rRzoafMsr4zOmdS0RERERERERmX+s+FQc22/Ccdv3cNz6JayV2yE49PQO3W2Y3X/DvvNfsJ+9G2PswBUrIjKPqLOWiIiIiMgi8tfqA7zQ5Glf/nxjBe8s2MjaxKwAVyUiE9E02EOPawiApTEpOP0wZqA4Lo2356/n3sp9APxv2cukRcSQHBZFWbdn5GJ8aATpETHTvpaIiIiIiIiIzE+W5YDsYqzsYswV78FU7MccfQlOHvWMSATM/h3gGoGr36/RiCIi56Gwliw6TQPd/LX6IAmhEdyavwGH3iyIiIjIItHvGuGVlmrfevtwP784uovVCRm8q2ATSWFRgStORM7reNeYEYhx/hstcGVGEbV9HexuqWbEdvOLo7t465I1jHqfhl0Zn45lWX67noiIiIiIiIjMX1ZwKNbyrbB8K6a3E3PkBczLD4IxntGIthuu+RCWQ/dgRUTORmEtWVT2tp7kd+W7GfaO/FkSlcjW1LwAVyUiIiIyO3a3VOKy3QBEBoXSPzoMQElHA8e7HuFN2Su5Oms5wQ5nIMsUkbMoGxPWKvZjWMuyLN6zdAsNAz2c7OugbaiP35Xt9r2+Mj7db9cSERERERERkYXDio7H2voWTEIa9iO/BmN7Om7ZbrjuNix9zigickaKs8qi4DY291Xu49fHX/AFtQB2NBzHeFtzioiIiCxkxhh2NVb41r+45ko+WryduJBwAFy2mwdrDvHNfY9ytLMxUGWKyFnYxlDqHUsYERRMVmScX88f4gziE8svJjo4FMDXVcuBRXFcml+vJSIiIiIiIiILi7VsM44bPg7ecJY5/grm0d9gxtyXFRGR0xTWkgWve2SQHx96hqfqj/u2neoWcbKvkxM9rYEqTURERGTWlHW30DTYA0BhTAoZkXFsSl7C1zfewFWZxTjwjDhrHuzlp4ef5TfHXqBzeCCQJYvIGA0DXb5ueIWxqTMyzj0hLJK/L74Ix5iRh/kxSUQEhfj9WiIiIiIiIiKysFiFG3G85ZOnA1tle7Af+S8FtkREzkBhLVnQKrpb+fb+xynv8TyB7rQcvKtgE+9Zutm3z46G0kCVJyIiIjJrdjaW+5YvTV/qWw4LCubW/A18ZcN1FMQk+7a/1naS/7f3YZ6qO4bbtme1VhF5o9IxIxCLYlNm7DrL4lJ5R/4G3/r6pOwZu5aIiIiIiIiILCxWwTocN34anEGeDRX7sB/+JWbUFdjCRETmGIW1ZEEyxrCj/jj/XvI03SODAMSFhPOFNVdyecYyNiUvISY4DID9bXW0D/UHslwRERGRGdU9Msj+9loAooPDzhi+yIqM54trruIDy7YSFeQZgzbsHuW+qv18e//j1Pd3zWbJIvI6p0YgAhTFpc7otS5LX8ZHi7dza/4GLs9YNqPXEhEREREREZGFxcpfg+OtnwFnsGfDiQPYf7tDgS0RkTEU1pIFZ8jt4n9KX+Keyn3YxgBQFJvKV9Zf7+sWEexwckl6IQAGw3ONZQGrV0RERGSmvdB0wve+aHtaPkHeVuSv57AstqXm841NN3BJ2lJODUKrH+jip4efpUtjEUUCwjY2Zd7OWpFBoWRExM3o9SzLYlPyEq7KLMY5A+MWRURERERERGRhs3JX4bjpdggK8WyoKsF+8GcY10hgCxMRmSP0qassKM0DPXz/wJPsaa3xbbsmazmfXX05MSFh4/a9NH0pQd4bDy80VTCseckiIiKyANnG5vmmCgAs4OK0pec+AIgMDuU9hVv4p3XXkBUZB3i6c/3y2PO4bPcMVisiZ1Lb18Wg2/P0aVFcCg7LOs8RIiIiIiIiIiKBZeWswHHTP0Cwp4s/NUewH/gpxjUc0LpEROYChbVkwdjXVst3DjxOw0A3AGHOID62/GLenrf+jE+Dx4SEszl5CQADoy52t1TNar0iIiIis6Gko4FOb0esVQkZJIVFTfjYvOgk/mHVFSSGRgJQ3dvOXeWvYLxdukRkdpR2N/uWi2JndgSiiIiIiIiIiIi/WNlFOG7+HJxqqlF7HPv+n2BGhgJbmIhIgCmsJfOeMYYHqw/yX8eeZ8jbHSsjIpYvr7uODUnZ5zz2iswi3/Iz9aW+8UAiIiIiC8XOxnLf8qXeMdCTER0SxidWXEKId3Ti7pZqnq4/7rf6ROT8SrvGhLXiFNYSERERERERkfnDyizEcfPnISTcs6G+DPv+H2OGBgJbmIhIACmsJfPec41lPFp7xLe+OXkJ/7TuGtIiYs57bE5UAoUxKQA0DfZwrKtxxuoUERERmW2tg30c7fS8v0kMjWRlfPqUzpMdFc8Hl13oW/9L1QHfeUVkZrltm/KeFgBigsNICz//zzkiIiIiIiIiInOJlVGA45YvQmiEZ0NDBfafvoPpbgtsYSIiAaKwlsxrRzsbuefEPt/6LXnrua1oG2HO4AmfY2x3rR31pX6tT0RERCSQdjWVc6pv6CXpS3GcYTT0RG1MzuFN2SsBMBh+c/wFmgd7/FClyMJlG8Oe1hpO9nVM+Rw1fR0MezsIF8WlYlmWv8oTEREREREREZk1Vloujlu/COFRng0djdh//DamsTKwhYmIBIDCWjJvNQ/08JvjL2B7b0Fek7Wcq7OWT/rmxbrETBJDIwE40tlI00C332s9E9vYPN9YwX8c2sEz9aUYjWAUERERP3LZbl5q8nzQ4bQcbEstmPY537JkDWsTswAYGHXxyyO7GBx1Tfu8IgvV0/XH+e/jL/L9A09S3981pXOUdo8ZgRirEYgiIiIiIiIiMn9ZKUtwvPsrEO/9jGOgB/ueH2DKXgtsYSIis0xhLZmX+l0j3HF0JwPem4NrEjK5KXftlM7lsBxcnrHMt/5MQ5lfajyX0q5mvr3/ce6qeJXS7mb+XLmXh08envHrioiIyOKxr+0kfaPDAGxIyiYmJGza53RYFh9ediEZEbEANA728D+lL2IrdC5yRq+0VAEwamz+Wn1gSuco7RoT1opTWEtERERERERE5jcrLgXHu/4FMr33Z90u7Id/hf3a42puISKLhsJaMu+4je0du9MLQEZELLcVbZvWWJ/taQWEOoIAeLm5kn7XiF9qfb3WwV5+eXQX/1Gyg7rXPVn/8MkSHq89MiPXFRERkcVnZ2OFb/nS9EK/nTcsKJhPrriEiKAQAEo6Gnio5pDfzi+yUHQOD4x7z1/S0UDZmODVRIzabk70tAIQHxJBcliUP0sUEREREREREQkIKzwKx9s/j7X8Qu8Wg9l1L2bH7zG2O6C1iYjMBoW1ZN6558Q+jnU1ARAVFMqnVl5KWFDwtM4ZERTC1tQ8AEZsNy82n5h2nWMNjrr4S9V+vrb3EQ601/m250QlcHVmsW/9r9UHearumF+vLSIiIotPXX+nL+CRERHL0phkv54/OTyavy++CAvP+OnHao+wp7XGr9cQme8OdzS8Ydv91Qcm9YRodW87I94PKIviUiY98l1EREREREREZK6ygoKxrrsN68K3+raZQzux//qfmOHBAFYmIjLzFNaSeWVnYznPNXrGFDotB59YcTFJfnq6/IqMIt/ycw1luI097XPaxuaFpgr+9bW/8WTdMUa954wJDuMDy7by5XXXckv+Bm7KXec75r6q/TzbUDrta4uIiMjitbOh3Ld8SXrhjAQ8lsencUv+et/678p2c7Kvw+/XEZmvSjpPh7WigkIBqOptZ/+YhzfOp7T7dCeuZbEagSgiIiIiIiIiC4tlWTguvBHruo+A0zMFiZrD2H/+HqZXnzWKyMKlsJbMG6VdzfzpxGu+9fcs3czS2BS/nT8tIoZV8ekAtA/3c3ASN1HOpKyrme/sf4Lfl79Kr2sIgCDLwfXZK/nmprewLTUfh/fG6XXZK7hxyWrfsX86sZddY0YXiYiIiEzU0KiLV1qrAQh1BLE1JW/GrnVlRhEXpuYD4LLd/OLoLnpGhmbseiLzhct2c7zT0w04OjiM9y+7wPfaA9UHJvxgyPExYxOL4hTWEhEREREREZGFybHiQhxv/zyERXo2tNVh3/0tTHN1QOsSEZkpCmvJvNAy2Muvjj2P7R0ZclVmMdvTCvx+nSsyT3fX2lE/te5WrYN9/Oro8/x7yQ5q+zt92zcm5fD1TTfwtty1Zxzb+Oac1VyfvdK3fnfFq7zcXDmlGtzG5qXmSn548Cnuq9w/qVErIiIiMr+90lLNsHsUgC0puYRPc1z0uViWxXuWbiYvOhGAzuEB/uvY84x6x7aJLFbl3S0M254/h6vi01mTkOkbR9o82MuLTed/n++y3VT2tAGQFBbpt47CIuJfIyMj3Hnnndxyyy3k5eURFRVFfHw8Gzdu5CMf+QjHjx8PdIkiIiIiIiLzgpVVhOPd/wJx3mYd/d3Yf/4+5sSBgNYlIjITFNaSOW9wdIQ7juxkYHQEgFXxGbw9b92MXGtFXDrp4TEAVPS0TmqUj20MO+qP8/V9j7C/vda3PTsyni+suYq/X37ReW+wvHXJGq7OXA6AwTNO6NWW6knUYPNqSzVf3/sIvyvbTUVPK0/VH+NkX+f5DxYREZF5zxjDzsbTIxAvTS+c8WsGO5x8YsUlxIWEA573UH8+sXfGrysyl5V0nB6BuCohA8uyuHnMzzAPnyzxhSrPprKnzTdGvUgjEEXmpF27dlFYWMiHP/xhnn32WXJycnj/+9/Pu971LuLj47nzzjtZuXIlP/7xjwNdqoiIiIiIyLxgxad5AlsZSz0bRkewH/w5dsnzgS1MRMTPFNaSOc1tbH5z/EWaBnsASI+I5SPF23FYM/Ota1kWl0+hu1bHUD8/KXmGeyr34fJ2kogJDuP9hRfwL+uvZdkExzValsXb89ZxRcYywBPYurP0Zfa2njzncbYx7G09yTf2Pcb/lL5E82DvuNePdTVO6PoiIiIyv53oaaN+oAuAvOhEsqPiZ+W6sSHhfHzFxQR536PtaqqgortlVq4tMhcd7vSEtRxYrPCOWi+ISWZdYhYA3SOD5/1Zo3TMCMRlGoEoMue4XC4++9nP0tzczI9+9CPa2trYuXMnv/jFL/jlL3/J008/zZEjR8jJyeGLX/wiu3btCnTJIiIiIiIi84IVHo3jli9iFV3g3WIwz/0RM+oKaF0iIv6ksJbMaX+p2s+RTk/QKDIohE+tuGRGR/kAbE3JI8J7jddaa+geGTzrvsYYdjdX8Y19j1LaffpmyhUZRXxz01vYnlYw6WCZZVm8I38jl6R5EuM2hv8ufZED7XVnvP6B9jq+vf8xfn38BRoHun2v5XrHEQEcH3OjR0RERBau2e6qNVZedBI3jekcVOEd3yay2DQP9tDifXiiICaZiKAQ32s35a7FwgLgibqj9LmGz3qesT9fqLOWyNwTHBzMzp072b9/P1/4whewLOsN+xQXF/PLX/4S27b5y1/+EoAqRURERERE5icrKBjrTR+F/LWeDa5haK8PbFEiIn40o2Ety7Im/Gvnzp0zWYrMQy80nfA9be6wLD62/GKSw6Nn/LqhziAu8galRo3NrjE3Pcfqcw3x62MvcGfZywy6PUnu+NAIPrf6Ct5ZsJGwaYTKLMvi3Us3sz01H/B0zvr1sRco6fC8CTHGUNJRz3cOPMEvj+6irr/Ld2xBTBKfW30F/7z2GuJDIwDPOKJTHb9ERERkYeodGWJfm6cbZ2RQCJuSl8x6DWMDJac6o4osNofHjEBcnZAx7rW0iFi2p3ne4w+5XTxWe+SM5xh2j1LV2w5ASni07329iMwtMTExLF++/Jz7bNu2DYCDBw/ORkkiIiIiIiILhmVZWNnFvnXTcu5JRCIi80nQTJ78q1/96jlfr66u5q677iIzM/O8H27J4mGM4ZXWau6u2OPb9ncFmymaxdEfl6cv4+m649gYdjZWcF32SoIdTt/rJR31/F/ZK/S4hnzbLkjJ5V0Fm8Y9OT8dDsvivYVbGDU2r7RU4zY2vzr6PDflreO11hrfzZtTlkQlcOOSNayMT/c90Vscl8bLzZW4bDcnelopjkvzS20iIiIy97zUXMmosQHYlpo/7r3LbEkdE6xvGtPxU2QxKTlHWAvghpzVvNJSjct281xDGVdkFJEYFjlunxM9rbi9f57VVUtkfuvr6wMgNjY2wJWIiIiIiIjMP1bKEsyplZaaQJYiIuJXMxrW+uY3v3nW17q6uti2bRtRUVE8/PDDpKSkzGQpMk/U93fxpxOvUdbd4tt2RcYyLk5fOqt1JIRFsj4pm71tJ+l1DfFaaw0XpuYz5Hbxl8r97Gqq8O0bGRTCe5ZuYWNyjt/rcFgOPrBsK6O2zd62k4wam3sr943bJysyjhuXrGFNQuYbxi4sj0vl5eZKwDMKUWEtERGRhck2Ztz7k9l+73RKiDOIxNBI2of7aRrowRhzxrFQIgvVkNtFufdnmYTQCNIj3hjOiA+N4MrMIh6vPcqosXmo5hAfKrpw3D6lY8aYz+ZDKyLif3/4wx8AuO666wJciYiIiIiIyDyUku1bVGctEVlIZjSsdTYjIyPcdNNNlJaW8uCDD7Ju3bpAlCFzyODoCH+rKeHZhjLs0/loNicv4Zb8DQGp6YqMIvZ6RwntqC8lJTyaO0tfpnWoz7fPqvh03r9sK7Eh4TNWh9NycFvRNtzG5kB7nW97RkQsb1mymnWJ2TjOchN0bDjrWFcTb2PtjNUpIiIigXO0s5E273uU5XFppIbHBKyWtIgY2of7GXS76HENzej7JJG55nhXs6/D3eozPExxyrVZK9jVWMHA6AivtFRxdVYxWZHxvtdLu8eEtWL1YJPIbKitreXuu++e0L6rV6/mTW9603n3Kysr4xvf+AYFBQV84AMfmG6JIiIiIiIii44VGgGxydDdCq11GNvGcjgCXZaIyLQFJKz14Q9/mOeee46f/vSn3HDDDYEoQc7ANjaP1R4B4JqsFbMyOscYwyst1fylav+4kYJJYVG8q2AjqxMyZ7yGsymISSInKoGTfR3U9nfyw4NP+WJkIQ4nt+Zv4OK0pbPSLcLpcPDR4u3cV7Wfhv5uLkorYFNyDg7r3G9GYkPCSY+IpXGgm5reDgZGR/w2plFERERmzsH2Ou6u2IPLdhPiDCLEEUSo00mII8i77iTUuz3E6aSs63RX0kvTCwNYOaSFx3CksxGApoEehbVkUSnpqPctr4p/4wjEUyKCQnhT9kruq9qPAf5adZDPrLoMgKFRFzW9HQCkR8QSoz9DIrOisrKSf/7nf57Qvh/84AfPG9aqr6/n2muvxbZt/vCHPxAREeGPMkVERERERBaflBxPWGt0BDqbIPHsn7mIiMwXsx7W+upXv8of/vAHPv3pT3P77bfP9uXlHJ5vPMFDNSWA58bah4q2nbVjkz/U9nXyxxOvcaKn1bct2OHk+uwVsxYWOxfLsrgys4g7S18G8AW18qOT+FDRhaSER89qPUEOJ+8q2DTp45bHpdI40I3BUNbVzLqk7PMfJCIiIgHjst3cXbGHrpFBAPpHRyZ8bFxIOGsSAxd2B0gbM/ataaBHI9xk0TDGcLijAfD8XFN8nu/9yzKWsaOhlM7hAQ53NlDa1UxRXCrlPS2+bsPqqiUyey699FKMMeffcQJqamq48soraWxs5G9/+xsXXHCBX84rIiIiIiKyGFkpSzDlewHPKERLYS0RWQBmtUfg//zP//Dtb3+b66+/np/85CezeWk5D2MMu5rKfeuvttbwUM2hGbnWwOgIf6x4jW/vf3xcUGtdYhZf2/hm3pyzOuBBrVM2JeUQ532S3WFZvHXJWr649qpZD2pNx/hRiM3n2FNERETmgldaqn1BrYigYGJDwglzBuPg/CH6a7NW4DxP582ZlhZxegRj42B3ACsRmV11/V2+P7tFsSmEOM/9bFSww8lbl6zxrd9ffQBjDKVj3rMr7Cgy/5SWlnLRRRfR2NjIQw89xNVXXx3okkREREREROY1KyXn9EpLTeAKERHxo1ntrPW1r30NgOeee47169ezfPlyvvCFL7Bly5bZLEPO4GRfJ3X9XeO2PVZ7hITQSC5JX+qXa9jG8HJzJX+tPkCva9i3PSU8mncVbGTlOcaEBEqQw8ntqy7ntdYaNibnkBUZH+iSJm1ZbAoOLGwMpV1NgS5HREREzsE2Nk/UHfWt377ycvJiknzro7abEdvNsHuUEXuUEbebEXuUYfcoEUEhLIlKCETZ46SFnw5rNQ30BLASkdl1uLPBt7wqYWI/21yQksuTdcdoGOimured/e21lHafDmstU2ctkXnl4MGDXHPNNQwODvLYY49xySWXBLokERERERGR+W9MWMu0nAxgISIi/jOrYa3bb7+d1tZW6urqOHz4MPfccw/33nsv//RP/8R3v/vd2SxFXufF5hO+5aLYVN8Ngj9W7CEhNGLCNxvOpmt4gN8cf5GKMZ20QhxO3pyziiszi+dMJ60zyYyMIzMyLtBlTFl4UAhLohOo6m2ncbCHzuEB4kMjAl2WiIiInMG+tlpaBnsBz3uysUEt8ATJgxxOIoJCAlHehEQHhxIZFEL/6AhNgwpryeJR0nE6rLU6YWLjSB2Wg5vz1vHzIzsB+EvVftqH+gHIiowjKjjM/4WKyIx45ZVXuP766wF46qmnNPpQRERERETET6zIWIiMhf5uaDmJMQbLOv8UAhGRuWxWZ6R86Utf4gc/+AF33303hw4d4umnnyYxMZHvfe97PPXUU7NZiowx4h7llZZqAEIdQXxyxSVcnVkMgI3h18de4GRfx5TPX9XbxncOPDEuqLUxKYevb7qB67JXzumg1kKxfMwoxFKNQhQREZmTjDE8VnvEt3599soAVjN1lmX5RiF2Dg8w5HYFuCKRmdfnGqaypw2A9PAYksKiJnzsqvgMCmM8HbTahvox3u1FsRqBKDJfPPfcc1x11VUEBQXxzDPPKKglIiIiIiLib6e6aw0PQE97YGsREfGDWQ1rvd6VV17Jf//3fwPw+9//PpClLGr72mp9N9E2JucQFhTMzXnr2ZCUDcCwPcrPDj9Hh/cJ78l4paWKHx18mu6RQQASQiP4h1VX8PfLLyIhNNJ/X4ScU/GYsNYxjUIUERGZk450NvrGUi+JSqA4bv4GNcaOQmwe6A1gJSKz42hnI8Ybs5psV2LLsrg5b90bthfN478DRBaTRx99lOuvv56YmBh27tzJunXrAl2SiIiIiIjIgmONGYWIRiGKyAIwq2MQz+Saa64hKCiIkpKSQJeyaL3QdHoE4kVpBQA4LIsPF22je2QHJ3ra6HEN8bMjz/GltVdPaOyObWweqD7EE3VHfduWxiTzseUXExOiUR6zLT8miWCHE5ft5nhXk9qDioiIzEGv76o1n/+tTouI9S03DXazJDohgNWIzLypjEAcKz8mifWJ2exvrwXAwqIwNsVv9YnIzHjwwQe59dZbcblcXHLJJdx9993n3H/9+vXcfPPNs1SdiIiIiIjIwmGlLPF1IzctNViFGwJaj4jIdAU8rGWMwRhDYmJioEtZlJoHeijvaQE8HRDyo5N8rwU7nHxyxSV8/+BTtAz20jDQza+OPs/tqy4j6ByjCwdHXfxP6YvjblhclFbAuws2nfM4mTnBDieFMckc7Wqia2SQ5sGecTdRRUREJLAqult8I6PTw2NYm5gV4IqmZ2xnrcaBngBWIjLzbGNzpLMRgDBnEAUxSec54szelruGA+11GAy50QkTekhGRALrgQcewOXydCr/05/+dN79P/jBDyqsJSIiIiIiMhVjOmsZddYSkQVgxsYgjoyM8MILL5x3v8ceewy3283GjRtnqhQ5hxebK33LF6UVvKGDQ1RwGLevvIyooFAASrub+X35KxhjOJOWwV6+f+AJX1DLgcW7Cjby3qVbFNQKsPGjEJsDWImIiIi83mO1p7uRXpu9Asc87qoFkBYxdgyiwlqysFX1ttM/OgzAirj0Kf/ckxYRy0eLt7M+MZv3LN3izxJFZIbceeedvocQJ/LrzjvvDHTJIiIiIiIi81NMEoRGeJYV1hKRBWDGwlo//vGPueyyy/j85z9PY2PjGfd59tln+fu//3uSk5P53Oc+N1OlyFm4bZuXvWEth2VxQUreGfdLDo/mUysvJdh702F3SzV/q3nj2MpjnU1898ATNA56bshFBIVw+6rLuTyjaF6P8VkolsefDmsd72oKYCUiIiIyVm1fJ4c7PUH3hNAItiTnBrYgP0gKiyTI8vyo0TSosJYsbGM7Cq9KyJjWuTYm5/DxFReTHRU/3bJERERERERERBYMy7IgOduz0t+F6e8ObEEiItM0Y2MQ3/3ud/PEE0/w4x//mJ/+9Kds2rSJ1atXk5CQQEtLCyUlJezbt4+MjAx+//vfk5aWdv6Til+VdDbQ4xoCYF1CFjEhYWfdNz8miduKtvFfx57HAI/UHiYxLJLtaQUYY3iusYx7TuzD9k4LTg+P4ZMrLyUlPHo2vhSZgKzIeCKDQugfHaGsuxnb2DisGctrioiIyAQ9XnvEt3xN1nKcjvn/77PDcpASHk3DQDfNg724jY1T7ztkgTrsx7CWiIiIiIiIiIicmZW6BFNX6llpOQl5qwNbkIjINMzYHZOcnByeeeYZdu/ezWc/+1ncbjcPPfQQP/3pT3n++edJTk7m29/+NmVlZVxxxRUzVYacw4tNJ3zL29MKzrv/+qRsbs3f4Fu/q/xVDrXXc1fFq/zpxF5fUGt1Qgb/tO4aBbXmGIdlURSXCsDAqIuTfZ0BrkhERESaB3vY21YLQHRwGNtTz/+ebL44NQrRbWzahvoCXI3IzOgaHqC23/O+OicqgdiQ8ABXJCIiIiIiIiKyQCXn+BZNq0Yhisj8NmOdtU654IILuOCCC2b6Mgua27apH+iisqeNqt42avu6yI6K532FWwjyjiacrK7hAd+4jviQCFbET6yz2ZWZxbQP9bOjoRQbwx1Hd457/Zqs5dyUu1Ydm+ao4rg09nlvCB/raiI3OjHAFYmIiCxuT9Ydw3gD71dmFhHinPG357MmPTwW8LzvaBroITU8JrAFBdCuxnKeayhneXwaV2YUkRAWGeiSxE8Odzb6llfHq6uWiIiIiIiIiMhMsVJyvJ+k4umsJSIyjy2cu0ELSPfIIJU9bVT2tlHV0051Xzsu2z1un/qBLuJDI3hb7topXePllirfjcFtqfmTClfdkr+e9uF+DrTX+bYFWQ7et+wCtqbkTakemR3L406H8o53NXF99soAViMiIrK4dQ4P8HJzFQBhzmAuSy8McEX+daqzFnjCWmsXaUbcZbu5t3IfI7ab+oEunqkvZWNyDldnLmdJdEKgy5NpKumo9y2v1ghEEREREREREZGZk5AGzmBwuzAKa4nIPKew1hzQMdTP/vZab+esdtqH+yd03OO1R1mbkEleTNKkrmcb4xuBaAHb0vIndbzDcnBb0TZ+cvgZTvS0ERsSzidWXExe9OTqkNmXHBZFQmgEHcMDVHS3MuIeXVAdPEREROaTp+qP4TY2AJdlFBIeFBLgivxrXFhrsCeAlQRWTW87I2MevLAx7GmtYU9rDctiU7g6czmrEjJwWFYAq5SpcNlujnU1ARAdHMoSda0VEREREREREZkxlsMJydnQVAldLZjhAazQiECXJSIyJUppBFi/a5hv7X+c/tHhs+6TGBpJfkwS+dFJ5MUkcrijgYdPHsZguLNsN19df92kAjfl3S20DvUBnrF4SWFRk647xBnEF9ZcRUV3KzlRCYQHBU/6HDL7LMtieVwaLzZXMmpsTvS0sXyCIzBFRETEf/pcw7zQ6AnPBzucXJlRHOCK/G/s2MPGge4AVhJYpd0tvuWV8enU9HbQ533vX9bdQll3C2nhMVyVWczW1DyCpzjmXGZfRXcrw+5RwPN7q8CdiIiIiIiIiMjMslJyME2VnpXWWsgqCmxBIiJTpLBWgO1srBgX1Ap2OMmNSvSGsxLJi0kiNiR83DE5UQkc7miguq+D5sEeHqg+yDsKNk74mi94u2oBbE8rmHLtTstBUVzqlI+XwCj2hrXAMwpRYS0REZHZ92xDKcO2J+SxPbWAmJCwAFfkf6HOIF9Hz+bBHowxWIswzFI+Jqz1d0s3ExMcxu6WKp6uP07zYC/g6Tx2V8WrPFhziMvSC7kso5Co4IX3PbHQlHSeHoG4KiEzgJWIiIiIiIiIiCwSKTm+RdNyEkthLRGZpxTWCiCX7ebZhlLAM47wc6uvZGlMMk6H45zHOS0HHyq6kG/tfxyX7WZHQylrE7MmFJzqd42wv70WgMigENYlZk3765D5Zez3yXHv2BYRERGZPUOjLp5pKAPAYVlck7U8wBXNnLSIWDqGBxgYddHrGiLmdQ8hLHSjtpuKnlYA4kMjSAyNxLIsLkkv5KK0pZR01PNU3XHKezyBrl7XEH87WcLjdUe5KK2Am3PXaWT1HHa4oxEABxYr4tIDXI2IiIiIiIiIyMJnpSzBnFppORnIUkREpuXcqSCZUXtaa+hxDQGwLjGborjU8wa1TkmLiOVtuWt9678r283QqOu8x73aWo3LdgNwQYrGrCxGsSHhZETEAlDT10m/ayTAFYmIiCwuzzdVMDDq+ff3guRcEsMiA1zRzEkbNwqxJ4CVBEZNX4fvvXdRbMq4zmIOy2JtYhZfXHsVX153LZuScnDged3zUEcZvzr2vO94fznR08rLzZXYxvbreReb1sFemgc939P5MUlEBocEuCIRERERERERkUUgKRMsz/10o7CWiMxjCmsFiDGGp+uO+9avziqe9DmuyCiiMCYFgPbhfu6t2nfeY14cMwLxommMQJT5rTjOM/rQYCjrbg5wNSIiIhM35HbxdP1x9raexG3Pv7CJy3bzVL3nPaAFXJu9IrAFzbC0iNNhrabBxRfWKu06PQKxMPbsXXBzoxP56PKL+NbmG7kys4gQ7wMVRzob+c2xF/z2vf5MfSk/OPgU/1u2m8drj/rlnHPRqO3m3sp9/K5sN/2u4fMfMAUlHQ2+5dUagSgiIiIiIiIiMiusoGBIzPCstDdgJtDMRERkLlJYK0COdTVRP9AFQH50EgUxyZM+h8Oy+MCyrYQ6PKNRXmg6weExNw1e72RfB7X9nYDnhlBmZNykrykLw3JvWAs0ClFEROaXh2sOc2/lPn59/AX+Zc+DPFZ7hD4/hjH6XcMMu0f9dr7Xe7m5iu6RQQDWJmaR7u12uVClj+ms1bQIO2uVjwnFL4tNOe/+iWGRvCN/I59ddbkvsHWwo57/KX0J9zQ6YRljeLimhD9X7vVte66xfF4GHifiibqjPF1/nJeaK/ld+SsYY85/0CSVdI4Na2X4/fwiIiIiIiIiInJmVkqOZ8HY0FYf2GJERKZIYa0AearumG95Kl21TkkOj+KW/A2+9f8rf+WsT4+/MKar1vZUddVazApjU3xjdo51qbOWiIjMD8YY9rWdbm3dNTLIA9UH+edXH+Cu8ldp6O+e0nmbB3p4vPYI3z3wBJ/f/Re+uuchGgemdq5zcRubJ+tOdzO6Pnul368x14zrrDUD/0/nMrdtc6KnDYC4kHCSw6ImfOzS2BQ+tfJS38jyvW0n+V3Z7imNLrSN4Z7KffztZMm47d0jgxzsWHgfZrUN9fHYmK5hB9vreKm50q/XGHaPUuZ9Dx0fGuEbMS4iIiIiIiIiIrPgVFgLMC01ASxERGTqFNYKgLr+To56uxklhUWxLjFrWue7OK2AFfHpgOemy59OvPaGfUbco7zaUg1AiMPJ5uQl07qmzG/hQcHkxSQC0DzYQ+fwQIArEhEROb+GgW7ah/sBiAgK9saOPaMFn2+q4Ov7HuGnJc9Q0lGPfY5OOsYYTvZ18GD1Qb629xH+be/D/LX6INW97QD0uIb4zbEXGfFzh629rSdpHeoDPF0uc6MT/Xr+uSg6OIyIoGBg8Y1BrOnrYNj2fA8ti03BsqzzHDFecVwaH19+MUGW50e2V1qq+UPFnnN+b7+e29j8X9lunmko9W0b+3PA843lk6ppPvjzib24bPf4bZV7aR3s89s1jnc1MeoNzq2Oz5j0762IiIiIiIiIiEydNSasRcvJs+8oIjKHKawVAE/XHfctX5lRhMOa3m+DZVm8v/AC342wV1tr2Ns6/h+mfe21DLo9M3s3Ji8h3LuvLF7FsRqFKCIi80vJmHHPN+Ss5pub3sKVGUWEOYN82492NfHzIzv52t6Hea6hjCHv+x/b2JR1t3DPib18Zc9DfHv/4zxae+QNHbROjZ6rH+jivqr9fqvdGMPjtYurqxZ43qemhXu6DnUMD/h+PxaDsnEjEFOndI5VCRl8dPlFOLxhoBeaTvDnE3snNNbPZbv5r2Mv8HJLFQAWnp8ZPly0jaSwSMDz58WfIaZAO9hexyFvt7DYkHC2eINpw+5R7iyb3ijJscaOnl+lEYgiIiIiIiIiIrMreWxnLYW1RGR+UlhrlnUND/Bqq6cdY0RQMNvS8v1y3vjQCN5VsMm3fnfFHnpGBn3rL44ZgXiRRiAKUByvsJaIiMwvJWNGtq1JyCQ5PJp3FGzke1tu4h35G0gaM2auebCXP554jS+/+gD/dex5/vGVv/Lvh55mR0OprzsXgAUUxCRzS956vrXpRv553bW+0XM7G8vZ11brl9qfqDtK/UAXAHnRiSyLTfHLeeeDsaMQWwZ7A1jJ7CrrbvEtT+f3e11iFrcVbcPy9pJ7rrGMv1QdOGdga2jUxc8OP8fB9joAgiwHH1t+EdvTCnBYFhenLfXt+0JTxZRrm0tG3KP8+cRe3/oteet5z9Itvr8XTvS08UTtsbMdPmHGGEo6PWGtIMtBcVzaeY4QERERERERERF/skLDIc77eVtrLeZ1XdZFROYDhbVm2bONZb4nui9JKyTM6b8OV1uSc1mfmA1A3+gwd1XswRhD82CP72ZRangMBTFJfrumzF/50Ym+7iHHu5on1KFBREQkUPpdw5zoaQM872eSw6N9r4UHBXNlZjHf3HQDn1hxCUVjuhgNjLrY11ZLr2vYt81hWayIS+M9Szfz/Qtu4h/XXs3VWctJDo8iMzKOd+Rv9O37+/LdtA+dDndNxast1fy1+qBv/Yac1YtqbFpa+OmwVtPA4hiF6DY2FT2tgKfDU8qY79ep2JS8hA8u2+ob/flU/TH+VlNyxn37XMP8uGQHpd7OXqGOID698jLWJ2X79tmWmu/r1vVicyWjC+ADrcdrj/qCmEWxqWxOXkJYUDAfLrrQF3T728lD1PR2TPkatjH88cRrvhHiy+JSCR3T2U9ERERERERERGaHbxSi2wUdakohIvOPwlqzaNg9yq5Gz5PrTsvB5RnL/Hp+y7L4u6WbiQ4OBTxjQHa3VPFSU6Vvn4vSChbVzUE5uyCHk6XeLg9dI4M0DS6Om6ciIjI/HelsxOAJFq85y9gxh+VgXWIWn19zJV9dfz3bUvMJ8o6bDnY4WZ+YzYeKLuRHF7ydz66+gkvSC4kNCX/DeS5OK2BjkueH/YFRF/99/EXc9tTGp5V2NfO/Zbt9629dsmbRjU0b21nr9WMnF6qTfR0Mu0cBT1ctf7z/3pqax3uWbvGtP1J7mEdPHhm3T+fwAD869DTVfZ5AUkRQCJ9bfQXL48d3f4oJCfc95NHrGuKAtwPXfNU82MMTdZ4xo07LwbuXbvL9Py+ISea67BWAJ2z129KXGPH+3kyGbQx/OvEaOxvLAc9Yyaszi/30FYiIiIiIiIiIyKSkaBSiiMxvCmvNopeaTzAwOgLA5uQlxIVG+P0aMSFh427i/OnEXl5s9oS1HJbF1pQ8v19T5q/lcRqFKCIi80NJR4NveXVC5nn3z46K5wPLtvL9C97Gl9ddy39sfTsfX3ExW1PyiAwOOeexlmXx3sItJIZGAlDZ28bfTp65i9G51Pd38Yuju3xdVS9OW8r12SsnfZ75bmxYa7GEw8u6/DMC8fUuTl/KO8d0fnuw5iBP1XlG+7UM9vLDg0/5AnGxIeF8cc1V5J2lq+7YUYinHiiZj4wx/OnEXka9f86uyiwmPSJ23D435KwiJyoe8HwP3l99YFLXOFNQ68NFF7IiPn36X4CIiIiIiIiIiEyalXw6rEWrwloiMv8orDVLbGPzdH2pb/2qGXwKe31SNltTcgEYcrvodQ0BsDYhi5iQsBm7rsw/xXGnx0Qd62oOYCUiIiJnZxubI52esFaYM5ilMckTPjYqOIzc6ERCJjmqLCIohI8Ub/eNinu89gjHOicebO4cHuBnh59jyO0CYHVCxrhuP4tJUliUr8PZYhmDeGoEOfg3rAVwRWYRN+et863fV7Wfv1Yd4IcHn/KNAUwKi+JLa64mMzLurOcpikv1jWcs7W6meZ7+3uxvr+NoZyMA8SERvCnnjYHIIIeTDxdtI9g7AvzZhjLfMedjG8MfK/a8Iai1xfvzloiIiIiIiIiIBMDYzlrNNQEsRERkahTWmiUH2utpG+oDPN2Msr1Pds+Ud+RvIu51Y322p+XP6DVl/smKjCcyyDM2s6yr2df5Q0REZC6p7Gmn39uddGV8Ok7H7LyFzY9J4m1L1gJggN+WvkTPyOB5jxscHeHnR56jc2QAgCVRCXykeDtOa3G+9XZaDl8oqGWwd8G/33Abm4oeT1grJjiM1PCY8xwxeddmreDGJat964/XHaXH+4BGRkQs/7j2apLDo855Dodljeuu9XzT/OuuNewe5Z7Kvb71dxRsIMwZfMZ90yNiuTl3nW/9f8t20+caPuf5TwW1dnn/3yioJSIiIiIiIiIyN1iRsXDqQcXWWowxAa1HRGSyFucdowB4uv6Yb3kmu2qdEhkcwvuXXeBbjwsJZ6XGdMjrOCzL111r0O3iZG9HgCsSERF5o5KOet/y6oSMWb321VnLWeEdG9zjGuLOst3Y5/jBf9R286tjz1PX3wVAUlgkn1556VkDJItFmjewNGps2of6A1zNzKrt62TIPQpAYWzKjHVTe1P2Kq7LXjFuW150Il9ccxWxr3to42y2peb5up691FyFy3b7vc6Z9MjJw3QOe0KRK+LTWZ+Yfc79L8tY5vvz3D0yyN0Ve876QZ6CWiIiIiIiIiIic9yp7lrDA9DTFthaZEKMexTT16lwnQgKa82Kyp42Tnj/gciIiJ210NTK+Azemb+RJVEJvH/ZBTgWaTcHObdi7w0r0ChEERGZm0o6PCMQLTzvb2aTw7L4UNGFxAR7Rkkf7WzkqTEh/LGMMfy+/BWOe/89jQwK4TMrLydmgsGZhSw14nR3qYU+CnEmRyCOZVkWb1uyljdnryLY4WRDYjb/sPoKIoNDJ3yOqOAw1id5Ak79o8Psb6udqXL9rnGg2/dnMchy8K6CjecNxjksi/cv20pEUAgAe9tO8kpr9Rv2U1BLRERERERERGTus1KWnF7RKMQ5zxiD/dAd2L/+IuaF+wNdjkjAKb0zC556XVetmXq6/kyuyCziX9ZfN+s3NmX+WO7trAVwvKspgJWIiIi8UcdQP/UDXQDkRicSExI26zXEhITz4aJtnHoH90D1QarO8KTWgzWH2N1SDUCww8mnVl5KWoT/R+DNR+lj/j80DnYHsJKZV9Z9Ovy+LDb1HHtOn2VZ3Ji7hp9eeCsfW3HxlDq4XTJmFOKuxvkxCtEYwx8rXvN1ubsma/mEx03Gh0bw3qVbfOt/rHhtXLc3BbVEREREREREROYH61RnLcC0ngxgJTIhlQeh6hAAZs9jmBb9nsniprDWDGsd7GN/Wx0AMcFh+pBf5pyksCgSQyMBONHTyoh3bI+IiMhccKqrFsz+CMSxlsenca135JxtDL85/iIDoyO+13c1VvBY7RHA0wHsw0XbKIhJDkSpc1JaeKxvuXkBd9ayjU1FdysA0cGh40JqM8npmPqPdYWxKb4xleU9LTT0z/0w3WutNZR6Q3GJoZFcn71yUsdvTM7hAu/PZUNuF/9b9jK2MQpqiYiIiIiIiIjMJ2PDWgr+zGnGGOyXHxq7Bfu5P2kcoixqCmvNsB0NxzF4/pK5PGMZwQ5ngCsSGc+yLN8oxFFj+0Z2ioiIzAUlnfW+5dUJmQGsBG7MWUN+dBIA7cP93FX+KsYYDrXXc3fFHt9+78jfyAbvaDnxSI2I9i03ztGwVs/IEGXdLb5uTVNR19/FoNsFeEJQs9lRd6osy+Li9NPdtZ5vmtvdtQZHXdxbtd+3/s6CjYQ4gyZ9nncXbCIhNALwjK58qv6YgloiIiIiIiIiIvNJTCJ4P99BYa25rfIgtLxuVGVdKVTsP/P+IouAwlozqN81wktNlYBnFM4l6YUBrkjkzIrHjEI8plGIIiIyR4y4Rzne5emeExcSTnZkfEDrcToc3Fa8jYggz6i5vW0nubdyH785/oIvnH91ZjFXZBYFssw5KcwZTLz3g5OmwZ4598TUa601/OtrD/Hvh57mbzWHpnyesu4W3/Ky2BR/lDYrLkzJI8jy/Gi4u6VyTndaffhkCd0jg4Cn297axKwpnSc8KIQPLrvQN970/qoD44JatymoJSIiIiIiIiIyp1mWdbq7Vn83Zh50jF+MXt9Vy1p1sW/Z3nUPZtQViLJEAk5hrRn0fFM5w7bnRse21HyigkMDXJHImY0Na5V5R8qIiIgEWml3My7bDcCqhIw50aUoKSyK9xVe4Fvf0VDKiLfGjUk53Jy3PlClzXmnRu0NjI7Q6xoOcDUeLtvN3RV7+M3xFxnyBpSerj9O78jQlM5X1nX6fdSy2NRz7Dm3RAaHsinZ88HWwKiLvW1z80nE+v4unqkvBTwPw7yrYNO0zlcUl8pVmcvHbTsV1NqsoJaIiIiIiIiIyJxnjRmFqO5ac9TYrlopOVhXfwCyiz3r3a2YAzsCV5tIACmsNUNGbTfPNpQBYAFXZRYHtiCRc4gJCScl3DOeqLav03djXEREJJBKOhp8y4EegTjWhqQcLn1dx9TCmBQ+VHQhjjkQKJur0iNifMtNA4F/yq11sJcfHHySnY3l47aP2G52NJRO+ny2MZT3tAIQGRRKekSsX+qcLWO7AO9qnHujEI0x3F2xB9vbxe767BUkhUVN+7xvzV1DZkQcoKCWiIiIiIiIiMi8k7LEt2gU1ppzXt9Vy3HhW7EsC8dl7wJvz3uz+2HMQE+AKhQJHIW1Zsie1hq6vOM51iZm+YIwInNVXnQiAKPGpq6/M8DViIjIYmeM4VBHPQBBlmNcF8i54Ja89b6xjOnhMXxixcUEO5wBrmpuSws/HV5qGgzsD997W0/yrf2Pc7LP854n2OHkpty1OL2jAJ9rKGNwdGRS56zv72LAe8yy2JR5F9zLj04iwxswq+xto76/K7AFjWGMYWdjORXeMFxKWBTXZK3wy7mDHU5uX3UZ12at4HOrr1BQS0RERERERERkHhnbWcuc6t4kc8frumqRvxYAKzkba7V3HOLIIOalBwJTn0gAKaw1A4wxPF1/3Ld+tbpqyTyQF53kW67qaQ9gJSIiItAw0E3n8ADgCb6EOYMDXNF4Ic4gvrjmKj6x/GL+ed21RGrc9XmljeusFZiwlst288eK1/j18RcYcrsASA2P5p/XXcN12SvZmpIHwKDbxbMN5ec61RuMHSW9LDbFf0XPEsuyuCR9qW99V+Pkvv6ZUtnTxn+U7OCPJ17zbXtnwSa/hiPjQiO4OW8dRXMsFCoiIiIiIiIiIucRnwZBIZ5lddaaU87WVesUa9vbICTMs2/JLkxr7WyXKBJQCmvNgONdzdR5n0TPjU6kICY5sAWJTMCpzloAVb1tAaxEREQESrxdtWBujUAcKywomHVJ2YQFza0g2Vw1NqzVGIDOWq2Dffzw4FM811jm27Y5eQn/su46srxd0q7NXo7lbb+9o/44I+7RCZ+/rLvFt1w4D8NaABek5PlCULtbqhmexNfvbw393fzy6C6+f/DJcf9vt6XmsyohI2B1iYiIiIiIiIjI3GE5HJCc5VnpbsV4HwCWOeAsXbVOsSJjsba82bNiDPbOP2OMmeUiRQJHYS0/M8bwWO0R3/rVmcXjEqIic1VWZJzv5lxVrzpriYhIYB3qaPAtz9WwlkxOTHAY4d4Oac3T6Kw1arsnfcy+tlq+vf8xavo6AM9ozfcs3cJtRdvGhe1Sw2PYlOxpnd43OszzTRUTOr9tDOXeQFFEUAiZkXGTrnEuiAgKYXPyEgCG3C72tM5+6/iOoX5+V7abb+x7lAPtdb7tKWFRfKR4O+8rvGDWaxIRERERERERkblr7ChEWtSd6fWMMZjOZsxQ/6xe81xdtU6xNlwNsd7pTyePeQJeIotEUKALWGiOdTVR6h2BkhwWxfqk7ABXJDIxQQ4nOVHxnOhpo3Wojz7XEFHBYYEuS0REFqE+1zCVPZ4uj2nhMSSHRwW4IvEHy7JIi4ihqred9uF+RtyjhDgn/uPIwOgI/37oaer6u4gJDiMxLJLE0EgSw6J8y0lhkSSERvrOO2q7+UvVfp5pON1NKyU8mr8vvojsqPgzXuf67JW+kNKTdce4JL3wvCP3Gga66B8dATxdtRzz+GGNS9KX8lJzJQDPN5ZzUVrBrFy3zzXEo7VH2NlQzqixfdtjQ8K5IWcV21MLcDr0rJGIiIiIiIiIiLxOyhLfommpwcouCmAxc4957XHM8/eBwwlLVmAVbcEqWI8VGj5zFz1PV61TrKBgHBffiv3wLwGwd96DI3cV1iQ+NxaZr/Rd7kfGGB6oPp32vHHJGpyWbijI/JEbncgJ783xqt52dTIREZGAONrZiMHT7lj/Fi0saRGxvg6eTYM95EQlTPjYHfXHfaPGe1xD9LiGztoN9FSYa2jUNW7k4qakHN5beAHh5xhdmRkZx9qETA521NM1MsgrLVVclLb0nLWVdZ0e07dsno5APCU3KpHsyHhq+zup7uvgZF/HpH6fJmvI7WJH/XGerDvG0JixixFBwVybtZIrMpZNKtQnIiIiIiIiIiKLi5WSg294XsvJQJYy55hRF+bVRz0rthuqSjBVJRhnEOStwSrajJW/Fis41H/XnGBXLZ/CjZC5DOrLoKsZc+AZrI3X+K0ekblKSSI/2t9e6xutkhUZx6bkJec5QmRuyY9O8i1X9WgUooiIBMahjnrf8uqEjABWIv6WFh7jW26axCjEoVGXrzuWA4u4kHDO1bvqVJDrVFAryHLwdwWb+Ujx9nMGtU65Pnulb/nx2qO4x3R6OpOy7oUT1rIsi4vTT4fTdjVObBTkZNnG5tmGMr665288VFPiC2oFO5xcm7WCb216K9dlr1BQS0REREREREREzi0x09M1CjAKa41jKvbB8IBnZez0APcoVOzDPPJf2L/8B+xHfoWp2IcZdU3/ohPsqnWKZVk4LnsneD/xNbsfwgz2Tr8OkTlOn3z7idvYPFh9yLf+1iVr5/X4E1mc8saGtXrbAliJiIgsVm5jc6SzEYBwZzBLY5IDXJH4U1rEmLDW4MTDWjsbyxnwjhm8ICWXDxZdiMt20zHcT/uQ99dwP+1Dfd7/9tM1MghAangMHyneNqnuUHkxSRTHpXK8q5nWoT72tp5kS0ruGfe1jaHcG9aKCAomKzJuwteZq7Yk5/KXyv0M26O82lrNLXnrCZtAyG2iht2j/Lb0JQ601/m2ObC4KK2AN+WsIj40wm/XEhERERERERGRhc0KCobEDGithY5GjGsEKzgk0GXNCaZkl2/Z8fbPg8OJKd2DKdsDpx6mHR3xbCvdAyHhWAXrsIovgNxV5+6IdabrTbarlpeVmou1chvmyIswPIh56UGsK987qWuLzDcKa/nJ7uYq3w2ngpgkdYGQeSkhNIKY4DBfNwrbGIUORURkVlX2tPlCOSvi03E61Ah2IUmfQmetEfcoT9UfBzzPVl3n7XoV7HCSGh5D6phzjuWy3fS5hj1duKbwfuZN2as43tUMwGO1R9iUvOSM74saB7rpGx0GYGlMCo4FMAY9PCiYLSm5PN9UwbDbE9i6JL3QL+fuHhnk50d2ctLbkRhgY1IOb12yhtSIM/9eioiIiIiIiIiInIuVkoNprQVjQ1sdpOcHuqSAM12tUOv5XJW4VMgqwrIsrMxCzGXvgroyTOmrmPK9MNTn2W9kEHPsZcyxlyF3FY5rP4wVGTvxi06yq9ZY1vabMWWvgWsYc2gnZu3lWEmZE7+2yDwz/+8kzAEu283DJ0t86zflrpvSDSGRQLMsi7wYT3etQbeLlkl0vBAREfGHko4G37LC7wtPUlgUTm+YaaJhrReaTtDrGgJgQ1LOuO5c5xLscBIfGjHl9+XLYlN8I6IbBrrHjeccayGNQBzrkjGjEJ9rKGfIDy3Q6/o7+e6BJ3xBrTBnEJ9ZeRl/v/wiBbVERERERERERGTqknN8i6ZVoxABzJHnfcvWqovGfU5qORxYOcU4rn4/jo/9O46b/gFr5XYICT99gurD2P/3/zCVByd2vSl21fLVFBWHteVN3pPZ2Dv/jDFmwseLzDcKa/nBrsZyOryzXlfFp1O4gG7SyOKTF53oW67qbQ9gJSIishiVeAMxFrAqXmGthcbpcJASFgVA82APtrHPuf+o7ebJumO+9eu9XbVmg2VZvCnn9PUeO3n4jB8OlHU3+5aXxabOSm2zIScqgSXe0ZH1A118be8jHGirnfL5Dnc08IODT9Hp/bkpITSCf1x7DasUyhQRERERERERkWmyUk6HtWhRWMvYbszhFz0rlsMTxDoLyxmElbcax7UfxvHxH2O9+eNwqpvWYC/2A/+JveMujGv43BedRlctXy0broFoz2eS1ByBqpJzHyAyjymsNU1Doy4eqz3iW39r7uT/0hGZS8aGtSp72gJYiYiILDbtQ/00DHQDkBudSHRIWIArkpmQFuH5QX/U2LQP9Z9z390t1XSOeMI9qxMyyI6Kn/H6xloVn0FWZBwA1X0dHOtqGve6MYZyb2etMGcw2VFxs1rfTLslbz3BDicAnSMD/PLY8/zi6C46hs/9+/Z6zzWU8fMjOxl2jwKQG5XAP6+7lkzv/1sREREREREREZFpScn2LZpmhbWoPgz9XZ7l/DUTHmVoBQXjKNqM431fh4J1vu3m4LPYf/imZ9TkGUy3q5bv+sEhWJfc6lu3d/4Z4/1MUWShUVhrmnY0HKfXmyLdlJRDjvfpc5H5KjcqkVP/dKqzloiIzKaSMWPmVidoFv1CNXaMYdM5Ri67jc0TYx6KeFP2qhmt60wsyxrXzWvsQxoAjQM9vp8FCmOTcVgL68erZXGp/L8Nb2ZFfLpv28H2Or722iM8XX8c93k6o9nG5p4Te/njidcweLqSbUjM5gtrriJ2bEt1ERERERERERGRabBCwiHO2/W+rQ5ju/12bjPqwrTUYB95EXvfUxhv5/i5zC45PQLRsfqSSR9vRUTjuPHTWFe9D4JCPBs7GrHv/hb23icwr/9ccFxXrSVT6qrlu/ayzZCx1LPS2YQ5+NyUzyUylwUFuoD5rM81zJN1xwFwYHFj7poAVyQyfWFBwaRHxNIw0E19fxcj7lFCnPqrQkREZl5JR4NveY3CWgvW2LBW40DPWYN5e1tP0jLUB0BxXCr5MUmzUt/rbUjKJjU8hubBHsq6W6jobmVpbDKAr6sWsGBHoSeHR3H7yst4re0k95zYS49riGF7lHsr97G7uYr3Fm4hd0xn1lOG3C7+5/hLHBoTwrw2awVvy12LYwpP1YmIiIiIiIiIiJyLlZKD6WoGtws6GiEpa9LnMP3d0FqLaa3z/rcWOptgTPjLlO/F8Y5/xJqjD26a/m6oOuRZiYyF3Kk9BGtZFtaayzCZy7Af/TW01oJ7FLPzHkz1YRzXfhgrKv4MXbVunFJXrbHXdVz6Tuw/ftvz9bz8IGb5VqzwqCmfU2QuUgJjGh6vPcqQ2wXAtrR8UsNjznOEyPyQH5NEw0A3Noaavo4Fe/NRRETmjhH3KKXdzQDEhYT7Rs/JwpM25j1z08CZO2vZxozrYhWIrlqnOCwH12Wv4HdluwFPd63PxF4G4PueBSiKTQ1EebPCsiw2Jy9hZXw6f606wPNNFRigtr+T7x14gkvTl/G23LWEBwUD0Dk8wB1HdlLb3wmAw7J4z9LNXJS2NIBfhYiIiIiIiIiILGgpOVC2BwD7+b9gxaeCw+n95Riz7P3ldAIWdLVg2mqhtQ7O8nnlOPXlmAPPYq2/cma/nikyR1/yhcuslRdhOZzTOp+VmIHj3V/BvPhXzN4nPBtrjmL/39dwXPNBsCy/ddXyXTM9H2v5hZhjL8PwAObQTqwL3jzt84rMJQprTVHn8ADPNZYBEGQ5uCFndYArEvGfvOhEXmg6AXhGISqsJSIiM+14VzMu7w+QqxIypvXkjcxt48JaZxmDeKi9joaBbgDyo5NYFuD3Ihck5/JwTQntw/0c7mzgZF8H2ZHxvs5aYc4gsqPiA1rjbIgICuE9hVvYmprHH8r3UD/QhQGeayzjQHst7yzYSHJYND8/8hxdI4MAhDuD+djyi1kenxbY4kVEREREREREZEGzUnIwp1aqDmGq/HBShxMS0rGSsyAqHrPnMQDM8/dh8tdgeTvwzxXGGMzh0yMQrVUX+eW8VlAw1qXvwOSuwn78f6C/C4b6sB/6OYRG+Pabbletcdfc9lbMsd2AwRx8FrP5umkHz0TmEoW1puiRk4d9NxQvz1hG/Ji/hETmu7zo02OGqnraAliJiIgsFiVjRqVpBOLCFhYUTHxIBJ0jAzQNdGOMGfcDvDGGR8d21cpZGfDwntPh4Jqs5fzxxGuAp8PujUtW0+MaAmBpTDLOOdr2fCYUxCTzlfXX8XTDcf5WU4LLdtM1Msh/HXsBBxa292OxxNBIPr3yMjIiYwNcsYiIiIiIiIiILHiZyyAuFbqaz7/vmYRHQXI2VnI2JGV5/puQjuXtJg9gjwxiDj4HoyPYT/4vjlu+GPDPLsepL4dO79efXYwV59+HYK0lK3C8/+vYT/0OKvZ5Ng4PeP7rp65avmvFJkPBWjhxAPo6oWI/LNvkt/OLBJrCWlPQPNjDi96uQ2HOIK7LXhHgikT8Kz0ihlBnEMPuUap62wNdjoiILHDGGEo6GgBPx9LiOHXgWejSImLoHBmgf3SEPtcw0SFhvteOdTVR09cBQHZkPKviMwJV5jjbUvN55ORhelxD7Gs7SVxIuO+1wgU8AvFsnA4H12atYGNSDn+seI3DnZ4/w6eCWnnRiXxyxaXEjPm9FRERERERERERmSlWcAiOD3wDOhrBPeoZBXjql9sNxga3GzN2u21jRcVBchZExp03eGVdfAum8hD0dkDtcUzJTqw1l83K1zcR47tqXTwj17DCo3C85ZOYw89jnv0jjI4A/u2qdYpj3RXYJw4AYB94BqfCWrKAKKw1BX+rKfHdhLg6czlRwboBIQuLw3KQG5VIaXcznSMDdA4PqHuciIjMmPqBLjpHPE/fLItLJdSpt6gLXWp4DMe6mgDPKMSxYa1HT57uqnV9duC7ap0S4gziqqxi7q86gAF2NJT6XitaxCOjk8Ki+PTKS9nXVsufK/fSPTLI5uQlvL/wAkL0Z1lERERERERERGaR5QyC5Oxz7zOd84eE47j6A9j3/xgAs+teTO5qrJjEaZzVP8zwAKbMMxmA0AispRtm7FqWZWGtvgSTtQzzyiOQmOHXrlo+OcshPg06m6CuFNNWh5WU5f/riATA4pnV4Se1fZ3saa0BIDo4lKsyiwNckcjMyIs+/aZC3bVERGQmHWpv8C2vSZgbXZRkZqVHxPiWGwd6fMvl3S2U97QAkBYew/qkc3+wMtsuTSskIihk3LZQRxA5UQkBqmhusCyLjck5fHvzjXxr0418pHi7gloiIiIiIiIiIrIgWbmrTnetGhnCfur/MMYEtijAHH/V1+XKWr4VKzjkPEdMnxWfhuO623Bsvn5GHrq1LAfWuit86+bAs36/hkigLMqwVufwAH8+sZfv7H+cO0tf4lhnE7axJ3TsA9UHfcvXZa8kbMyMWpGFJC8mybdc1dsWwEpERGShO9xZ71tenZAZwEpktqSNCWs1DXb7lh+tPd1V67rsFTjmSFetU8KCgrkio2jctoLYZJyORflj1RsEO5wkh0cFugwREREREREREZEZZV36DoiK96zUHMYceTGwBfG6EYirLwlgJf5lrdgGwaEAmKMvYYYGAlyRiH8sqsed24b6eKL2KC81VzLqDWfV9HWwu6Wa+JAILkjJZWtqHukRsWc8vqK7hcOdns4P8aERXJpeOGu1i8y2sZ21qtVZS0REZkjn8ACVPZ5/Z9IjYkkKU9BjMUgLHxPW8nbWqu5t52hnIwCJoZFsSc4NRGnndUXGMp6qP8awexSAZYt4BKKIiIiIiIiIiMhiZIVG4LjqfdgP/CcAZuefMEtWYkXHT+l8pr0Bc2I/VuEmrPjUyR/fchKaqz0rqUuwzjMKcj6xQsOxVmzDHHwWRkcwR1/E2nB1oMsSmbZF8Qh4y2Avvyvbzb++9jd2NVX4glpjdY4M8HjdUb629xG+s/9xnqkvpc815HvdGMNfx3TVekvOaoIdzlmpXyQQYkPCSQyNBDw3T90T7D4nIiIyGfdW7sPgaRG9Vl21Fo3YkHDCnJ4OtafCWo+N6ap1bfaKOdutKjI4lMvTlwFgYbEqXqM7RUTktNHRUa688kqCg4N57rnnAl2OiIiIiIiIzBArfy3W8gs9K8OD2Dt+P+lxiMYY7IPPYt/1dcwL92Pf/U1MS82kaxnXVWvVwumqdcrrRyEa3beWBWDGO2vV1NTw29/+lqeffprKyko6OjpITU0lPz+fG264gU984hNERkbOyLUbB7p59OQR9rTW+G4CAoQ6g7g8fRmXZhRS1dPO7pYqDnc0YHv3qenroKavg3ur9rE6IZOtKXk4gIqeVsDTCWBrat6M1Cwyl+RGJ9I+3M+I7aahv5vsqKmlwUVERM7kYHsde9tOAhAVFMrVWcUBrkhmi2VZpEXEUN3bTsdwP9W97RxorwMgLiScban5Aa7w3G7MXUNMSBiJoZF6fyQiIuN87nOf45lnnuGOO+7gsssuC3Q5IiIiIiIiMoOsy96FOXkU+ruh8iDm+CtYy7dO6FgzPIB56neYstdObxwexP7Lf+C49R+xkib2cLNxjWCO7fasBIVgFW+Z5Fcx91mJGZBdDLXHoasZao5C7qpAlyUyLTMW1jLG8G//9m/84Ac/wOVykZ+fz5YtWygoKKC1tZVXX32VL33pS/zoRz9i165dLFu2zG/Xru3r5NHaw+xvq2VsdjXcGcwVmUVcmVFEpHeuaUJyJBuTc+gZGWJPazW7W6o42dcJgG0MB9vrOOi9cXTKW3PX4LTm5pP+Iv6UF53ou4le1duum5EiIuI3g6Mu/lhx+ofQdxRsICo4LIAVyWxLC/eEtQxwV/mrvu1XZy2f8x1snZaDKzMVLhQRkfF+85vf8POf/5yPfOQjfPKTnwx0OSIiIiIiIjLDrPAoHFe+F/uhOwAwz96NyVmOFRl7zuNMUzX2I7+C7tbTG6MToLcDBvuw//LvON7xTxMaiWgq9sHwgKeeZZuwQiOm/gXNYY51V2LXHgfAPvAMToW1ZJ6bsbDWSy+9xA9/+EPy8vL4/e9/z+bNm8e9bozh17/+NR//+Md529vexqFDhwgKml45Nb0dPHKyhIMd9eO2RwaFclVmMZdnFBIeFHLGY2NCwrgys5grM4up7+9id0sVr7RU0z0yOG6/JVEJrE9cODNeRc4lPybJt1zV28Yl6UsDWI3IeMY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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# initialize the figure. Figsize only specified in plt.figure, not in LazyPlot\n", "fig = plt.figure(constrained_layout=True, figsize=(24,10))\n", "# specify the grid\n", "gs = fig.add_gridspec(2,2)\n", "\n", "# collect fake timecourses in list so we can index them\n", "timecourses = [ts1, ts2, ts3, ts4]\n", "colors = sns.color_palette(\"Set2\", len(timecourses))\n", "\n", "for ii in range(len(timecourses)):\n", "\n", " # add subplot to figure on axis in gridspec\n", " ax = fig.add_subplot(gs[ii])\n", " \n", " # give the axis to LazyPlot\n", " plotting.LazyPlot(\n", " timecourses[ii],\n", " axs=ax,\n", " set_xlim_zero=True,\n", " title=f\"timecourse {ii+1}\",\n", " line_width=2,\n", " color=colors[ii],\n", " font_size=30,\n", " label_size=18)\n", " " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "interpreter": { "hash": "e1fc195158b74d3fa1e6d0c2ab51992e94f035f4734c83997c8019f8aa3d04e2" }, "kernelspec": { "display_name": "Python 3.8.3 64-bit ('base': conda)", "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": "3.9.16" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }