{ "cells": [ { "cell_type": "markdown", "id": "a0e410b2-2daa-4179-8e2a-6e68f674c816", "metadata": {}, "source": [ "# NESTML inhomogeneous Poisson generator tutorial\n", "\n", "In this tutorial, we formulate a NESTML model for an inhomogeneous Poisson process [1], and simulate it in NEST Simulator.\n", "\n", "The rate of the model is piecewise constant and is defined by an array containing desired rates (in units of 1/s) and an array of equal length containing the corresponding times (in units of ms). Please see the documentation for the NEST built-in inhomogeneous_poisson_generator for more details [2]." ] }, { "cell_type": "markdown", "id": "5109ab08-018d-40c6-b1b6-a383a22bdeb7", "metadata": {}, "source": [ "## Preliminaries\n", "\n", "The inhomogeneous Poisson model is defined in the file [inhomogeneous_poisson.nestml](https://github.com/nest/nestml/blob/main/doc/tutorials/inhomogeneous_poisson/inhomogeneous_poisson.nestml). We call NESTML to generate and build the code, so the model can be instantiated in NEST Simulator." ] }, { "cell_type": "code", "execution_count": 1, "id": "f6b6d705-742c-45ce-b3ed-f348c64a3cc8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " -- N E S T --\n", " Copyright (C) 2004 The NEST Initiative\n", "\n", " Version: 3.8.0-post0.dev0\n", " Built: Dec 10 2024 12:04:47\n", "\n", " This program is provided AS IS and comes with\n", " NO WARRANTY. See the file LICENSE for details.\n", "\n", " Problems or suggestions?\n", " Visit https://www.nest-simulator.org\n", "\n", " Type 'nest.help()' to find out more about NEST.\n", "\n" ] } ], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import nest\n", "import numpy as np\n", "\n", "from pynestml.codegeneration.nest_code_generator_utils import NESTCodeGeneratorUtils\n", "from pynestml.codegeneration.nest_tools import NESTTools" ] }, { "cell_type": "code", "execution_count": 2, "id": "4a6269c7-4349-4d9b-bbee-d0f10e3fc91a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " -- N E S T --\n", " Copyright (C) 2004 The NEST Initiative\n", "\n", " Version: 3.8.0-post0.dev0\n", " Built: Dec 10 2024 12:04:47\n", "\n", " This program is provided AS IS and comes with\n", " NO WARRANTY. See the file LICENSE for details.\n", "\n", " Problems or suggestions?\n", " Visit https://www.nest-simulator.org\n", "\n", " Type 'nest.help()' to find out more about NEST.\n", "\n", "[11,inhomogeneous_poisson_neuron_nestml, WARNING, [26:0;49:0]]: Input block not defined!\n", "[12,inhomogeneous_poisson_neuron_nestml, WARNING, [32:8;32:20]]: Variable 'N' has the same name as a physical unit!\n", "[13,inhomogeneous_poisson_neuron_nestml, WARNING, [47:66;47:77]]: Model contains a call to fixed-timestep functions (``resolution()`` and/or ``steps()``). This restricts the model to being compatible only with fixed-timestep simulators. Consider eliminating ``resolution()`` and ``steps()`` from the model, and using ``timestep()`` instead.\n" ] } ], "source": [ "# generate and build code\n", "module_name, neuron_model_name = \\\n", " NESTCodeGeneratorUtils.generate_code_for(\"inhomogeneous_poisson.nestml\")" ] }, { "cell_type": "markdown", "id": "50b08c62-f593-4517-b3d0-431b6b81191d", "metadata": {}, "source": [ "First, we generate a random piecewise constant target rate, that we want to feed into the Poisson generator model." ] }, { "cell_type": "code", "execution_count": 3, "id": "24659343-c313-4786-8211-54d006f73a23", "metadata": {}, "outputs": [], "source": [ "def generate_input(num_steps, step_duration, resolution, distr_max, distr_min=0.):\n", " \"\"\"\n", " Generates a piecewise constant input signal with amplitudes drawn from a uniform distribution\n", "\n", " Parameters\n", " ----------\n", " num_steps: int\n", " number of steps in the step function\n", " step_duration: int\n", " duration of each step in ms\n", " resolution: float\n", " resolution of the generated signal\n", "\n", " Returns\n", " -------\n", " The rate ndarray\n", " continuous input signal (between distr_min and distr_max)\n", " ndarray\n", " time vector with all the times for which the signal is generated\n", " ndarray\n", " times at which signal amplitude shifts\n", " ndarray\n", " amplitudes\n", " \"\"\"\n", " dist_range = [distr_min, distr_max]\n", " rand_distr = np.random.uniform(low=dist_range[0], high=dist_range[1], size=num_steps)\n", " rand_distr = rand_distr + abs(min(dist_range))\n", " inp_times = np.arange(resolution, num_steps * step_duration, step_duration)\n", " time_vec = np.arange(0, num_steps * step_duration + resolution, resolution)\n", " signal = np.zeros_like(time_vec)\n", " for tt in range(len(inp_times)):\n", " end_idx = int(round(inp_times[tt + 1] / resolution)) if tt + 1 < len(inp_times) else None\n", " signal[int(round(inp_times[tt] / resolution)):end_idx] = rand_distr[tt]\n", "\n", " return signal, time_vec, inp_times, rand_distr" ] }, { "cell_type": "code", "execution_count": 4, "id": "059478ce-7801-4e90-80b8-05d653afabec", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_1310467/2609092543.py:15: UserWarning:FigureCanvasAgg is non-interactive, and thus cannot be shown\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "step_duration = 20. # duration of each step [ms]\n", "num_steps = 15 # number of unique input values\n", "dt = .1 # simulation resolution [ms]\n", "\n", "rate, times, inp_times, inp_amplitudes = generate_input(num_steps=num_steps,\n", " step_duration=step_duration,\n", " resolution=dt,\n", " distr_max=1000.)\n", "\n", "fig, ax = plt.subplots(figsize=(12, 3))\n", "ax.plot(times, rate)\n", "ax.set_xlim([0, num_steps * step_duration])\n", "ax.set_xlabel(\"Time [ms]\")\n", "ax.set_ylabel(\"Rate [s${}^{-1}$]\")\n", "plt.show()\n", "plt.close(fig)\n" ] }, { "cell_type": "markdown", "id": "7c4b86a7-2974-48b9-8476-ddf7fe692502", "metadata": {}, "source": [ "## Simulating the models\n", "\n", "With the NESTML model loaded into the NEST kernel, we are ready to run the simulation. We define a helper function to run the simulation for each model: the NEST built-in inhomogeneous Poisson generator, and the one created in NESTML. We simulate ``n_instances`` (default: 100) of each model and compute the achieved average rate based on the simulation. The rates from the simulation (plotted below in red) should match the target rates (in blue). Events (spikes) emitted from each model are additionally plotted in a rastergram." ] }, { "metadata": {}, "cell_type": "code", "outputs": [], "execution_count": null, "source": [ "def simulate_poisson_model(neuron_model, input_times, input_amplitudes, sig, n_instances=100, seed=1, dt=.1):\n", " sim_time = num_steps*step_duration\n", " \n", " np.random.seed(seed)\n", " nest.ResetKernel()\n", " NESTTools.set_nest_verbosity(\"ERROR\")\n", " nest.print_time = False\n", " nest.SetKernelStatus({\"rng_seed\": seed, \"resolution\": dt})\n", " nest.Install(module_name)\n", "\n", " # create inhomogeneous poisson generator (time-dependent input signal)\n", " stim_pgen = nest.Create(neuron_model, n_instances)\n", " stim_pgen_params = {\"rate_times\": input_times, \"rate_values\": input_amplitudes}\n", " if \"N\" in stim_pgen.get().keys():\n", " stim_pgen_params[\"N\"] = len(input_times)\n", " nest.SetStatus(stim_pgen, params=stim_pgen_params)\n", "\n", " sr = nest.Create(\"spike_recorder\")\n", " nest.Connect(stim_pgen, sr)\n", " \n", " nest.Simulate(sim_time)\n", " \n", " activity = nest.GetStatus(sr, \"events\")[0]\n", "\n", " rate_estimated, rate_estimated_bin_edges = np.histogram(activity[\"times\"], bins=100)\n", " rate_estimated_bin_centers = (rate_estimated_bin_edges[:-1] + rate_estimated_bin_edges[1:]) / 2\n", " bin_width = np.diff(rate_estimated_bin_centers)[0]\n", " rate = rate_estimated / bin_width\n", " rate /= n_instances\n", " rate *= 1E3\n", "\n", " # Plot\n", " fig = plt.figure(figsize=(20, 5))\n", " ax11 = fig.add_subplot(211)\n", " ax12 = fig.add_subplot(212, sharex=ax11)\n", " ax11.plot(activity[\"times\"], activity[\"senders\"], \".k\", markersize=1)\n", " ax11.set_xlim([0., sim_time])\n", " ax11.set_ylabel(\"Neuron\")\n", "\n", " ax12.plot(times, sig, linewidth=2)\n", " ax12.plot(rate_estimated_bin_centers, rate, linewidth=2, c=\"red\")\n", " ax12.set_ylabel(\"Rate [s${}^{-1}$]\")\n", " ax12.set_xlabel(r\"Time [ms]\")\n", " plt.show()\n", " plt.close(fig)\n", "\n", " return activity[\"times\"], activity[\"senders\"]" ], "id": "23956daec4fde0ff" }, { "cell_type": "markdown", "id": "bb50a14f-780d-4496-8035-70986b09618f", "metadata": {}, "source": [ "### NEST reference model\n", "\n", "First, check that the NEST built-in inhomogeneous Poisson generator is working as expected." ] }, { "cell_type": "code", "execution_count": 7, "id": "979a1413-e19b-449b-9575-b5f0e6210046", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = simulate_poisson_model(\"inhomogeneous_poisson_generator\", inp_times, inp_amplitudes, rate, dt=dt)" ] }, { "cell_type": "markdown", "id": "8537a68a-82d0-4aff-a5fa-5a5d760d0f9f", "metadata": {}, "source": [ "### NESTML model\n", "\n", "Next, verify that the NESTML model is working correctly." ] }, { "cell_type": "code", "execution_count": 8, "id": "30af36ac-aab4-4a93-ad73-7686efb56158", "metadata": {}, "outputs": [ { "data": { "image/png": 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jvnq8EL0z5z4+Pq7K5bJXdqvVaouWer2uRkZGWv+fnp5WpVKpbf1ctNnfcf4/Pj6uSqWSc2NlrofLVkpoC+kf69PHZ2xce/2xZ+r1uhoeHlaFQqFNTmLtMya3Nj0aIT9icX8cMNtSOmx+Z+uonr+WV598mnSVy2W1a9eu1rr5+OizY1xw1ivrvUDIniXrmNdeY8zmS8GxE9PT0+gPO5hea7mpVqto3BLLI057U0/NtaPk09YPaoxyuaxuvPFGVSgUOniO2QbOjzou/Y7hAbdtt2RWIqNcnmCxCsV/Kt6hQMlQLEL5nZIGSV9Z73ViYdNnrpuP11rvh4eH0dgKm6u2IcPDw23+FKOFGpOr46lf5vjAjUkk8MW25mc6lpbMGYttqPGz1CHbz9h8lMbj1LxMOzYyMqIKhYIqFApqeHhYFYvFlj+meFKr1VrPZ/l71qsNWdrFLN8b9GVKtBMnTsDb3va21v91mrL3vOc98Oijj8Iv/MIvwNraGhw8eBD+4R/+Af7ZP/tnMD8/D5s3b261mZubg4ceegjuu+8+2LBhAzzwwAPw67/+612fiw/duJqcgqaY633dvhLnQpZX43xpcih0Uwa46TjWM1xXbVOPEdp3FlfRsxhbcr3bfg5LWSXBzMwMPPDAA7B582bvlfHYlBoxwPpzXenm5lsPzX+r4avpQI3hs2PSlBgaWKqOVHZH17N58MEHYfv27UH9SeblSjtC9WOmWjHTnGlw0ivZaSbMsdQ/pQ8ZHx+HnTt3dlyr58gHVhfIhEt3FJGKBwBa+Zipti7YaSk4KdMGBwdbtJgpGpRSaJpHSTovzt8LCwut9BlU6gJzPVy2UkJbSP9Yn740Udi49vpT8mymkbDpDLXPmNza9GhIU2qan/nSb7hSFmHfUekguWlvTbrslB+cdC+c9Ek+SNPwZIGQPUvWMa+9xpIUQRQ4dkKn9bNTmGF6rfXmypUrrZSAKdPJctorK32ongsln7Z+UGPMzMzAQw89BLt37+7gOWYbuCkJOamjpTzgtu2WzIamSuL6Ix//AUCkM5QMxSKU3ylpkPSV9V4nFjZ95rr5eK31/sknn4Tl5eWO2IpKhUSlqYpN82rPq9upqiQpwbjwxbbmv0PSc/nSpaX67dHXr+1nbD5K43FqXubeZd++fbC2tgYAAEtLS/D1r38dtm/fDjMzM2jKcID2lHczMzOZ/Z71akO/2UU2kr8Cuo4gfVPW7VsKrpO8FB0hpwu5bXsNzokDyRyk8/WdTE85vvR0Rcy6S7Ce5ScVOGvfS16EjB0qzylOaNpXo7l96lNPWGqZFKcdsc9CbZD+bH5+3nnDAeuf85kvhZSJkHRf2GfmrRcqFVaqU2LS9EPY5xzZ4Jyko9JhmLIonW+ITXHJpp6DLW+uGzZSXXfxSqKHPnk0+9Q8PnjwIJp2Z35+Hk01F0ob1d6XuoAjRxy6fDwOTbeq22o++nSCq8ONRmeaTa7ecW2WPQ5mfzRfuDcQuXbdlZaHazdd88fSXel10uk2TPl32YV+SB3US0j1PNQupIz1ODaYSr1iyr6WD20PDx48iMoKJy2tS544qRi5/tn1mctWudq44krKj0ttqs9nub6T2sqUssbtnzs/M0Wdzz52SzddbaU+ej3Yh173ifkizBdz4ryYdIOxfWDzkKTkSyGv3L1dan9v9idND5zafmG0SPuWZGfgzse1RuaYPr/oSx+co//wqkuJ1i+QMr5e74/rpy46fDTGtO01NH2prg5mMV9JnynXoltrt57lJxWoea7n+YfOKcWcQ/uo1/mpZULpsD+LoZVju7DnOGOmsjuSNtScOHxMiZT6GMrrVHKSAubYWctFir64z7p0Q3/GiQ1i55laH11tMBsXOw6375AxuH3GjGGPg6WcSB0r2jSm1m8XvZiMm/PtJ9uzntEPfAuJt7D1d8kHZzxM1l2ymVoPMHoou5I6du2WHwyxlVnLaIgdNuUkxPZnjVTrHMr7frArLvRCpvpJjqX0ZRX/hY6dOtaRjCGNPUJ1zpVWzNd3jCxw+wyJwbrhf3Kkx6suJdp6RdbXrJrNZivVwc6dO4Po8NEY07YXMHmi6UqVCmtqagpWV1eh2WzCgw8+CIVCAaanp5285/Rp/o1Bz6lSqZDPYv245KNbsiml2W6r1y2Gx71Es9mEZrMJg4ODLV5ohK4BV++lz0pA0R5iT7jrrZ/bs2cPLCwsdPCTQzM3tYzNN4yPWNtKpdJGm3SNm80mzMzMwNraGpTLZdi/f7/TdmmbpNOdVCoVmJubg3K5zE5Jo8ccGBhA7VmInGper66uwsmTJ2Fubg7W1tZg165d8Oyzz8I999zDumafhX1yye7q6iqsrKxAs9ls4wMlDy775hqPk2oAGxsAUF0x6dHX6XXqWJ/+22NTPMDacZ/1gauHrmexPpvNJiwuLrbJG8ArMUGlUoGjR48615yzxty5UfbY5iWAe52npqY6bI05xqlTpzrsY7PZhJWVFa9tMJ837cLU1BScO3cOlpaWnLYXo8v17PHjx9E0RZoGil/m3z6Ytn///v3wiU98Ak6cOAHnzp2DkydPtviC2VuKBp9vNfmwY8cOkl6qn5MnT7bScNx9990d8wEA2LNnDxw5cqRDBvT4jz/+OOzZswd+8Rd/sfWZTUuv43jMvnHjlaziGw56zTcODVzfs7KyAmtra9BsNmFgYIC0EaZfN+0lJuumjT18+HDbnsxlCyXy4PLlpq2i9oWaLgBos42Yv6dsp8/eYfMMsWtY/Ooaw9dfCvj6t2N725dquTP9r4RfEnD6cK1ziM+RPB/bzkY3934px6LiGnvMGNj0SvqX7lc4fcfE0lRbSpbt+ED/3473ADptr/mMjpX0OmF23h7D/ttca1ffLn+h6TJjdXMfRNlKLK7nxMiYL/HFUvYa2fPWY2oe2nyjfveQxvQ5rjMkfwV0HSHFm7LQ69AYXG9Wu3mFOAapx6V4koof+lRQoVDI5GQQNm697i/6i6GXb965Y1PzdZ0AyeK6e+yzFKhTZDF9x54GckF6ZRlrH1J4cGJiQk1MTKhCoaCq1arzuVKphBaPds1DipATMJLnXO11IU2uvtunFqXjm4UMKV8Skq6pVCq1CoJqHSgWi2poaEiVSiVVr3deEfddoU8FKq1W6AmpGFp91+Gx9dXFl3U78//YaWldeBpLiUPZX04RUZ9vwtIvSOTJpCXEf09MTKiNGzeqUqnkHaMbJ9dccmMWVKZsnckPqkC8PQbWP5fW4eFhVSgUOsb3nQQ0ZcKVDsLszyWLHJol+icp3krRYBfK1nKtU0+Z/LZlHrM5usC75k+pVGqzldi8fPxrNF4umHvLLbe0rWMIz7JCjP+63k6XctfDlYKHmzbI7qNararBwUF1yy23dNgOl05qGdu1axe7+Lfvc20/bJtl0uNLO+SzlZTc6fmYz1M21fS9VCxQr9fVnXfeqYrFYiveKJfL6s477+zwm76UOtTapdAD1xihdsKMV6i9HMVr0+dz5+eik1pDSlb7wTa64KOvm7Yx5VjcvripcWPpNXWdE7fG6goWL4TMx4xPODTV6503Le3Y3owJS6VS9E1d2wabt6BDbjHpGMq1F6nVauSepVartfasUr3i+qPp6ek2m4d9ruc/PT3dto+240Ttd6W/DeboHvIbNusYKQtMu97cS/vqVZH51ONSPEnFD/M0WqFQSP5Wmyqg7iv6i6GXJwC5Y7sKxlM3o1IW7Uz1LAXqVFxM37GngVyILWoaUmxR0/b444/DlStXYGlpyflcs9mEs2fPgrKKR7vmIQX35IyvXci4upAmV99dJ744UEYhQ8qXSNd0dnYWlpeX4eLFizA+Pg6lUgkGBgbgHe94Bxw5cgTuuOOOtsKO9t8A2RbVNYuSl8tlb5FcjjyE0ooVSHeNDfCybazVanDhwoXW366ClbrwNADA4uJii8cAQNpfThFRn2/CCngCAFueTFpC/ffmzZthfHzcO0bsiVoOXHKDFVS2bZ3JD6pAvD2Gq38frcePH4fl5eWO8X2nRU2ZAABU1+3+XLEAh2aJ/ilB8VaKBmUVytZ2Ut923LdvX4vftg3VPDH71QXeNX8mJiZg06ZN8OY3v5mcl49/usjy5s2bYcOGDR0+s1dxv4kY/9XLGDcLcNcDi9NcNhX73u5jaWkJrl27Bps3b+6wHSY9mH25cOECXLp0CS5cuMAq/u37XNsPpVSbzbIL0es5mT4N82OYraTkTs/HfJ6yqZpOu2+TzqmpKXj00Ufhq1/9aiveuHDhAly+fLnDb1Lr74vLU+iBawyAzjiBA85ejuK16fNj9pM2LVzZ7gfb6IKPvm7axpRjcfuiYvjY385smLp+5swZAHDHraFyY8ueZM+FzceMTzg0Yb9V2LG9GROOj4+jt5MkMoDpvHnDxmev7e90DIXN04yDt2/fju5ZlFJw8eJFWF5eJvfeFB3mmrn80erqKuozzM91TLq6utq2j965c2dbnGj6XclvgzmuEyR/BXQdoVs3bFIUA+O8UU9xgiYW3Rq3G/zwnYKKaZM1n0L798lzaOG3mDFd/UnGazTogqKx69Gvp7dCZNhuTxUe9BVotguqUkhduDZrhNh1jM4QeyKhz6UzvtO7GK2uAomUbHBu2EhlFPteejoPG9N3YpnL3/n5eTU6OqomJyej9MzVdnFxsXWLzSym6eKvPlGobwz4+EsVPbULQGvaq9UqWeidGoPLH72+c3NzrcLGvrY+WcNsVKie2uNSBa8p3vhkjVuwl0NbiD+w+WbKkXROobTa31E3XEL6o+Y4OTmpJiYmOuTNHh8rbEsVu3X5O1tXMXsrKcDeTf/YrzFQCFLNJUS/lHrFh9x///1kvOorCI3JmSQ2mJ+fZ9taHyi5XFxcbMlztVr12hRzXpwi0ubztr7Z+u6ysy6/4bLtnBiCiq04fOSOQc03tZ3Q/czPz3fwnLMONjh7A90Hd2+aqjh7CrjWZD0iZg6Li4uqVCqpgwcPsvcNIXrj87Ehc/LJqUQ+bd3B5DZEl6jvQ9aMo0tSPkvH4egO5ic5NEhiXGpuXJmzfeGBAwdYv5vkyB6YXGV5wyZ/YeNAlow3Ua935yprt8ZZL4jlh92e01+/rEEoHa529Xr3i0qm5ifVX7+sWz9D84hT4FvCzxje92LdbD6ksi+hz6RGt9aO6sPXZ1Zjcm0bh76siwnH0Msdi5Jznw1NWegd6ztmnczP6vW6KhQKauPGjapcLrPaSOmV8pzqJwuepqCrV/4yax2T8h17PiTW4IzbbfvMRa9lIiV6PZdyuayGhoZUsVjsaoxg28eseGCPI9HlUN2Uxvzd2ivE6nMW8VAstPxqv+oag2MPY2Oy0GezRj/RkgKx85HISMqYPRaYvEuhadRppkNi0m7JkyROkcTsvvG6ZeNS2x3Jc93+jS0HDWzd8pRo1zG6WUTKvK6si4X1qri7r/B1N5AinZH9t6+QXMyYocVwMUgKBZvwXVOlimRmhdT87Ga6nFSIKeJr92EXvZa2BfAX+G42m9BsNmFwcLCjoB6nkKpE3lOtm6sIvc0vX1oI7jjcdES+Z1LDHNO3FhR9Jv90Si/KD1BX8KUpjTBwZQ6zbaGFf0PsJHdOJl8pek2e79+/vyP+wMbC5N2Uc1PPzc9rtVpbEXv9uV2cOtb/m31TxUddbbAi2Xrep06dgpmZGZI3Ln5hc9Mx3z333NPGs5AitBhPTZ6n4itX7vR8bRtBxXo+PnFjRGz8c+fOwYkTJ+DcuXNenmJxuIs2SvaxotkArxQ41yki9+zZA5/61KfaZAAr6G6D8i2U3wi1z1mgn2MoDqS+OWsazp49Cx/+8Ifh+eefTxIj+GTFV9Ra2jdHv/Tf586dg6WlJdZ+RRJ/ufbfth7aPhArYo3RHgtffydPnoRarQYzMzNs/xRDQ4qC8zMzM1Cr1WBqagre9ra3kbQD8Owh19f7ZMEuTk7F/dTczbW4++67yTF8vKMKpafgvWu82H6pvaj+N6UzXDokMqLj7LW1NTh37hw8/PDDbXEE156nlPeZmRmxLbTnvmfPHjhy5EhHTOqKY+0+pDYbADrif/2ZLz6ibLC5PnfccQcUCoVW/KpLEHBjWN+8OL9vSHiD8Rygk0dcu8n9PS5k79hNZGWf+pWGrseByV8BXUfoxg2bXpygcI3ZrWu318ObYoxXWaynHocqIpzihG9KOkOvtcZew5XSpXngKlyXBT2pkeLUo30iRlL02zUmVqjZLIqs0yTZRZsp6PZY8W3sWc4cOKkhbNrq9ZcLNBaLRRYtXHooXsbqlu+6d2gKDJ+8UVfzNf9GR0fV1q1b1bd8y7e0ivRK5hWbKsKWT8545hxcc5deh09hWzinUc0TbfYJOJ+tpE7MhZxwxHjPTXHiohX7zsVvm3ZuqgZqfX02iuJlqlOCw8PDreL1WfkrHw9tmig5cNm7crmshoeH2SdkdfFWbet0QdlCodAmYxxdtteQSp3RaDRaRWLNYr+mvzAL2+rPS6WSGhkZaRWW1f7WLGpu+mCfjTDpN5/txf6iG8gqHnP12w+89NlhG5K0QL75YTpi9+3y93bfXN/ros1OTSON9Tj+0rbPLt5TaW6y3DukOL1vwke3ZN184NCO7SFc6XdD+UzFMFwf3Wg01OjoqNq4caMqlUrsMSTPZWWDUvVL7UVN/xyy/+GOi+3lqfgjZi1C90tK4frD2UvY49k6wOWxq19s3rVaTZXLZXX77berm266Sd1+++2qVCqpUqnUFh9J9pfUvPVaFQqFtvWK1W0dg42OjnbE5RzaKR+DybuO7Wz7aPLTF3+66Fovv0W9WmnIb9hcx+jFSS3XmN0qvNfvb4o5iC2aKx2HKiIcMmaWdALIZIcqnptKDqm+9Nxdhet8ffQDXKfqpH3o0yGSot8uWVJIoWazKPLS0hKcPXsWAKCtaDMFrGip69nQgr528VVb96amXi6U+9JLL7Fo4dJD8TJWt8zC31h7X5FbCj47YhYKfeKJJ9raLSwsQLPZBKUUXL16tVWk13zONy+NUN205ZMzHtfWuwqJpqLfhosmU8fNGzb2iTmXraROzFE2yOXjMd5T8oLBJaOSgso27dyis9T6+mwUxctUJ6GPHz8OS0tLzkKqsZAUwXbJgcveXbhwAcbGxuDee+9lnaDWRVlrtRqsrq7C3r17YWxsDJaXl9tkTFJYXa8hVWAWAFpFYpVR7Nf0FzMzM63CtqVSCSqVCpw7dw7Onj3bKiyr/a1Z1FwpxbYRJv12AXSMv+sdWcVjkiLmvQDn5LIJSTFr3/wwHbH7dvl7u2+u73XRpmlYXV2Fbdu2eecotVvY3y7eY37GF3vFwjy9nwK+mFGybj5waMf2EJTfjbEJrn0Ux0fPzs7CpUuXYMOGDTA+Ps4eQ/JcVjYoVb8uHtoF7VPS4drLU/FHzFqE7pcAcP3h7CXs8WwdMGMgbtzH8XcrKytw4cIF+NrXvgaXLl2Cr33ta7CysgIAAHfddVdHzMHZX1Lz1mulb9j49iVcKKXg4sWLcPXqVbj99tuda4nRTvkYbN10bGfbR5OfnL0kRdd6+y3q1UhDZkj+Cug6Quybsm68CU09Ruip9H4D95RsTP+p+g09ncA5zRVzEiT1PCTtJCetfX35TrNz6E7JNw49qYod2s9yi1PHzNc1P5sOqX5KaObKvus533iSk37Y3KmTjBK9dY3HLaho9xFz08H8v6+Atj65hBVSdOmBbd+x008cGbbpo8aU2iP7VJbLLlO+iiMDqe0SJc+uU8whMYPZp1k0W1Iw2vWsi3e6YPfk5KRTn0Jv2OjiuFgh+hB7JIFvrSQwZR5buxB94/q7EP/P9XEc+95oNFStVmvJJmZLFxcX1cGDB9XExISqVqtt8kL92+ebMNpjfCRHxlLakG7BXp+U/fYbL3w0uXSeEwOExBb6u2q12vLbjUZDHTx4EPXj0nGlxeTNudv2hNLdLNaZ8uvd2l9wYi+OPNVqNXXw4MEofx9LP/WZy/9gNoEz3xT7IIqukL7WA6Tz4fp+V9+p15KyndJxJLyQ2DZKlzl848RDkphtbm5OFYtFNTc3J47XQmTfFf+ErrPUnpnyof9g9sW1b+PSx93bXW925HpDljds8hc2DoQw3lSmej37q1muMbJU7G7MzQR3Lvo5nXrCLmgm7Yd6TjL/lH1R7fS/fWlWur1uoQiVa6yd6VA5abdSAqPVXjf7GnO9zksXKOERJh8+WQi1HxwZS2Gb7ICUWlvbJsSuvRmcUuvnSiunr8TrdDhYio2QtbWfjdF1yRpqvup0BCafOevsot/WAzs41m2xa+jY2mBjm6mUqDRMehxX+kSX7+e0t+fLsd0p/b9vHQqFghoeHu7gJ9eOaLmo1WqtNFJ2SiifTGM81imkTJ2k5ry4uKhuuukmtXHjRlUoFJx8c/WFbYwx+63X20x15fPFlA/jrGWMztvzLpVKrdRqJu22ffPZX9339PR0WxoNjVqt1pIt/XlM2h3ujxKNxivpzKrVqtNPYxv+er3elnLN9uv6O6xvim7sx6OQNdVzrlarKB9N/q6XmNBEo+FOO5jl3qfbP5j41se0z66YMSRO4IztiydD5ItKlYXpoc/+Yj49xsb6wPEfNrC0X5TNcvVpzsvmoemHx8fHWykaufsoLmL4aI/r8rOc9py5uGIz29fFyEZqOxvyw3BKpJiP7ftdcYI9Zor41radWgaq1WorPnX173oRoL93xRU+enVca8bOdn8UH8z4mLvn99HD9RMpZE/bxImJCVEKOYwWzoEzzF6ba4DF8PoZbJ8aK5sYjflLmv5HnhJtHaHb6Qh8V3SzujrX7Wtn0vRGOiWFXYQ4NE2SDcn8U/bla+dLs7JerguGyjV1tVRfH+ak3UoJTvoV+xqzL5WQhoRHrnQO3GvYXHBkLIVtslM3UCkDfSkFpTDTfszNzaHrB4BffQZ45Sq8TofjWhPJ2qZMnyBZQ81XnY7A5HNMGjhMD+xUAPpz7Bo6J0WAnUqJSsPkSrlg8wObE6c9N3VDqJz44FuHtbU1WFpa6uAnN52DlouVlZVWGqndu3fDyMhIh664UuDYPNaFSs10WNSca7UaXLp0CYaGhmDfvn1OvrlS2fhSrOl11N+Zqa58vliSHsFGjM7b856YmIBNmzbBm9/8ZnjyySc7UryZabxc9lf3fezYMbh69WorjYaGUgqGhoZgbGys9bmKSLvDTVcyOzvbksOlpSU4ceJE2zMmL6kUJMePH2+lXLN5r7/D+qboxlJvhKypnvPg4CAAdPLR5O96iQlN+NIOZrn36XZKEt/6UGlkuP24+ueMbX+fIg6hUmVheojFQ6b9xXx6jI31gZuG1oRt70LT4Zjz0n5R89D0w9u3b4fTp0/D2bNn0TRyKfwIRaML9rjS1LHSGMn8nEqnBUDH8hKktrOhaahSIcV8bN/vihPsMVPEt7btBICW39RpTF3pxXwpJ2PS5pt7E6VUK3bmpo8P2fP76KHauvQ2VPaomCWEFlfaTJe9xvaHdsxB7VNT7L1sGrn95bhOkfwV0HWE2Bs2sYjtKzStVLeQqsCw5LlU/Uja+D7nnuSNhbSvfns+Zpws0uK5xvOdCvM945ojZ/7SPrl9hDyjn8OuDcfIfqPRnrohJOVHyHyw6+lmG+6JHt+cKR6Zn6dMJyB9Fpu3Ta+57insnMlb82q6lgUzhRFGi88O2yk1fHPkphh08SzUNnHmo1PWzM/PO2WFm7YF4z3VF5V+Bpszx2Zy5+yye5yYQ2qbXDRxUxJifbpSanFol6ZG8+kvR29cNpiSHZ/N89lBrhzGrA/Xf3HsN9afzaPYtDo+GZb4giwRSoevXZbz6zXvQsbn2qvQeXHtdyx8vgN73pXei5qDjwaXHZL4VJtObUOl6XuksYfUN3H6C1l/VzvK5maldyFxRxbPcGkMtYEh8pkVfGsuaRs6vh5vfn6+lcqWm4bLJ6OxMuHba0r4IOVXKn8QCiyOC9krmXGVjj858SVFB9fvSGNQ15p2y792G6G+op+Rp0TrEbJkPAf1etyV09j2WYO69r5eIeW3fh5LiRTaZxb09cvz6wWcefmecX0fyrcs+M3ts17H07zFztN8JsX8UvXBSWnnG99nH6Q8lcwthg922yzsHPa8TxZC9NLHS9ecuPNIISvU59rHFotFp6xw5sGRR/P7UN6ktlO98jMxMm3KhYSP5hpw0iSlmgNXjkL8HtV3jA+NRayNDdX76y1mut7m0w2E8IwTJ6Xy+f22pjE+lupPYoek/Yb4zZTxWki7LProNznyISS+zGIMbh+xsev1ANM2FItF5+9RWa2vq01KHUixx+olUtjxlLIvkYdUe3juuOsFkrmsl3nnKdHWIZrNJszOzsLU1BTs3Lmz4/8cxF455bQPoSsVqGvvzWYTZmZmYGBgAKanp7tOl6aByxf9bKVSAQD+ermurNrPpLhGze3Lnk+lUoHDhw97eSGlNWRuvZRXLjjzCkk1Ielf0mcMT00ZNmXE1mHz6nmz2YSHH3649bnZj0mLlI/nz5+HhYWFltyGwDcmh1fYFWlXPwDQ4tX+/fs7xtf2Qae4GBgYgHe84x1w/PhxuO++++DWW29t49/KygqUy+Wg1CShtsw1DsfOVSoVOH78OJw7dw6azSbJWxd9VMoD7pww3lHyqVPA6Wv2WJ8cP4bJClcfOSlutMwcOnQIPvWpT7XGwWy8XhvzO/2ZTt23sLAAhw4dgs9//vPkuJVKBY4ePdrijct/YDxy2QQASBpHZeVPKD3ExqPkU8vF/v37Sb2xYa7B3NwcrK2ttfpy6RVG/+zsLOzZswcWFhZgz5496Bq65Mh8ZmZmpkULZpts+m37d/z4cRgdHYVbb721JU+aNsrea3nl+gOJnHF0z5RtvYamLXf5CEouXbrR7Xgoxdix8a2Uhn6PHzkyKJVrgPjUZT667DgM8+UU712fu/wnV1+1/di9ezdbbygfiPEp1R5Nt9+zZw8cOXKkbX199MbQELovmJqagtXVVVhZWYEDBw609eFre/LkyVZcYo9t0qP7t32XvT6236HWLgV8ttkV74Ssk70n8vGEGzdS8bgrRpHwkqNjvvjYpYcpYMbf73jHO+DIkSPo71HcPZG2zWa8BEDbJl+cqPcZer3tviTrIpW9kFhD6/XMzAzcfffdrHEo2ONheyVfG2pOrr0oly5bHrCxXePptX/nO9/ZlsrUlgnstxSz71D6+yEGkswlhZ/tp7kHIfkroOsIMW/KOKdFen3lkKKr10h9IsoEl28hb37NAsMp1kZCb2wbE5js+opUxkBCb7fltZfXMLuV0lDCU+qqrl1w2nVyxKXbPlpcV8KpAss+2iXX1yn6pHJi9qMLb95yyy0dBd3tNiMjI2p4eFjddNNNasuWLR2nwVKd4NPpOST6HnNtm2vzbVvLSQ1g84R6jlP4V9tCsxAoRS9WTJ3DJ+kahtgol003T4XpueoxfHRh9sBcM1fhdqo4u+sUbmwaE3M9Q9JMUDzQvLPlFONhiM0zgfkJsw2m0770D7owdbFYbPEHi19LpZIaHh5W09PTJD+0HmzdurWl35QOYCkibNtgn1rEbIFSSlWrVbV161Y1MTEhthPaFlAyqftx8dOku1Qqtf520Wy2xeQSey5EdlLENf2wd5DS0A80u+CydRq2nzJBpViJhTmmTzZtfaViRE0vVsgZ6wcbx+aVWZTbtmUmvT45sG1M1vJi6iO2vilidGkc54tvXHT56OVm1/D1r2VH+yktC/ZnKcGVnVTj2v1h/bv0KHY87LOYvZL5vS/mp9aSM34vfiPD7IarPUd/bNsbewstlHcuv6Ph0+vY33p87aX8MGNnbqzkWzNfbOej1fav1D4yFP0eA2WJbsw9v2GzDsE5hRNTSCpVEapUp4NSgvMmPRRZFO/Vz+iihZJik6nojW1jApPZhYUFZ5HKGEjo7ba89rLYm1nc/oknnshsHAlPqYLOdsFpSod9uu2jBVsPX4FlH+3U/zFQ9MUUGZyZmYGhoSEYHBzsKOhut1lZWYEnn3wSXnjhBbh69WrHabBY/dDtVlZWnMU0MUgLxNrjcmy+bWvN/n3FN83TbthzilH4V9tCsxAoRa9Ciqnb/QJ08km6hiE2ymXTzVNhutCmeZLZRRdlDwBeXrOjR48CAF64nSrOjo3rW0suX8z1NPUuNjbTxUkHBgY6CmJTc5HYPBOYnzDbYDq9uLiIxih2YeqXXnoJtm/fDjMzMx0nBGdnZ2F5eRkuXrzYKvCNQevBbbfd1jo1SOkAAHTYHco26FOLmC0AAFhaWoJLly7Bs88+y1pb2ybrPjCZ1P24+GnS/Y1vfAPOnj0L4+PjsHPnTpJmkxZMLrHnzL9thBYv56Af9g6xp4b7DS77oGH7KRO+ItihMMf0yaatry6fYNpKe54hsaJZlBsA2myZSa9PDlKcxJbA1EdsfVPE6Pr/3PbYetmg6PLRS2XXkPavYxTtp/TnCwsLHZ+lAld2Uo3L/S2J0qPY8bDPYvZK5ve+mF/bGnstOeP34jcyl92Q7HexWETbXqydZM1DeefyOxo+vY79rcfXXsoPM3Yul8usWMm3Zr7Yzker7V+pfWQo+j0GyhLrfu7JXwFdR8i6ho1+cyu9kZHiFFXo2P0K7pt733OxJ2tT81RCT5Zr2mg0WgWsU9/4yOImSarTNb3Sk0ajoQ4ePOjkd4pTRtIT6jY/esEXH03cuWL/xwrXS3SvG3ajGzIZ4mOoU/OxdGB9YjxwrS91ksr1b0r/uPaK4gHnVJeEN77C564CxlQheN8cpHPW856YmFATExNqfn6+rRBoaPFjezyTtzHrJLWL1PdU365Co9L1xOTJVei+Wq22inD7xvLNk2MjfPyl5ufzMXre8/Pz5Pe6iLBrbSlb4itWjtHKmaO9ZqG8dY3v4k2IbY9BiI1L5T+uR/hsE6dgvZS/VPFrjs3G9JDjvzlw+XzXfLk2v1tyGLI21HPYXF36zuFNyOcceiW+lPoes4HdtB9ZjSXpNxUN3PWIidWkxeOpG8R2HzZtKfZHMTYT68P+nBs/mfvSUEhttm3v7XidS4urrZSnUpvuA2cvxonVUsqdLRd2LHe9/Ga7niCRrSzfG+QvbBygGJ/aQdfr3b/Wr/sIvfKdmge+TYhvrBQ8cfWTatOZZSBZr/PSaMT0r3mTch6SteNuyDBecIMv7DvOdeCU8PGk0eBdgff1o7/HrvG62rq+i9XlEKTq15xX6Bx9z8ZufPWz5XJZ7dq1y6vvnH5DA2ffD5Wx8K0HV0apq/pUe+waup6XTr1HpUvy2Rk9ppm+xQVsY7e4uKiKxaLatWtXmz3Wwb2WC2237LQTjcYrL6Sq1aqIHow+n13V8jo8PKxGRkZUuVxWIyMjqlAoOFNicHTH/MxcZ45f8fWnf2ycnJxs8T821qjXX0kDZ6bfM1PQUakgqtUqKZd67SU+AZtLrP5iaxbyg2G1WlXDw8NqdHQUTS9XKpXUxo0bValUYtFhf6d/RCiVSi2+u1IAcvmin3OlFLLjE7tvLN7Qz8zPz6tyudyyQ1qfzLG0HpRKJdT+uMYOBdVPiL6klsss4+5uAtMl39wweZSuCRX/cvqp1ztTH/l8OXe9JPs18zNMB3R6x9BUZN2GREeksTwmZ1QfXDsZsuY+/nPj9SwhkUEXsD2stN9YO+cbk5Mmz9e3jv2Gh4fJ/bk5LhXT2DZJ/1/7cx3b+g49uPiVQr5cemPHgdI+sLlQP+hL6Lfto7l2XJrNvnSsb695iM330Uj1Zdo0yeFOrg1y/ZYq2fPbcm333600nesJWcd3Et3JU6L1GVKnSerFtf7YK9+peZAitYn5dyioflKlJssyxRY3jUZM//rvlPMIve4PAOi/9bVVmxfclE2h14FTgpPqhHMFnnt9H7vG62rr+i5Wl0OQ5fV36Rx9z6ZIU6PX/9KlS159zyJ9gH4eS/+YtW3gppMyv9OpM7gp5BRyDd1OvUelS+KmPDPTt7j4hKW5qdVqcP78edixY0ebPdY2T8uFUgr27dvXkXZidnYWjh49CpcvXwYAaBVBD1k3jl3V8jo2Ngb33nsv7N+/H+bm5mBtba2t4Karb0p3zM/MlAw7duwAAF4KN6q/hYUFOHHiBCwuLsL27dth27Zt0bHG1NQraeCUkX5P23Mq/ZiWPUou9dqH+ARJ2gkfsDVzpWmi1nhwcBAuXrwIV69ehdtvv70jvdzu3bvh1KlTsHv3bhYd9nfHjh2D1dVVGBoagrvuuqslO1QKQC5fOCmF7PgEoF1vsHhD9/voo4/CCy+8AFeuXGnp9v79+9tkRs/ljjvucKZ1xMYOBTclJQch6VBCaFtvwHTJNzeXPHLXhIp/OWuLpT7ypV2KTV3ts+uYDuj0jiowFVm3IdERaSyPyRknfZOUBt+ac/cvITKdCql+M+CmXspyf+Ubk5Mmz9d3pVKBubk5ePLJJ8n9uamzVExj2yT99/j4ODz33HNw+vRpOHXqFGzbto1MDxmSYks6d5fe2HGgtA8Trj0Ztw/zWdM+mmv30EMPsWg2+1pZWYG1tTVYWloiU1OGpBXHaKT68qWwNYGlFPbZINdvqZI9vy3Pdv/dStO5npB1fNc3cUDyV0DXEVLesJG8YY3pr1vgnHyN6S/LsULoSbXmsaduUj8f2r4fnqP+TfXpe95FS5Yyl9KehI6fMkWKizZfgWxOH9IxU/PKdYqJQ1sKXyChg9NvKL+xlEoxsuTjlY9OSftQG0Bdfcd4whnDlyIC46lOLzY+Pq6q1WprTH36nkoTZfY5OTmpRkdH1fz8vHfOLrrMU4xUHylSZ2H/d6W9MseU6Jz52fz8vBodHVU/8AM/wEoHit3IwcazZcgnMxx9C73t5pNrKTDe23KCjW+uqZZh1xpK/L+PJq2DLhq5qaa49s9FP2YbbB3HfKgrxR137FBk0SfVfzfb9gsoPeLogSulDmfdfH1I5sCxUVJfJB2n0WhPedpo+FM+Zy3Tvv65sUQqXQ5NgR1qB7qpo764IosxfM9waeDIQWoeSucS0qdU531xAyd9V4xdC1mH2Dlz6OGmiZbET765ce2Pa25U3MedK4fGkBs2vu+4a4rJGfasK4UoZ55Zodu2vF99hw95SrQeISXj63XedeLY/nqFbtLTjbH6hb/dpiP1eNz++oXfvUCv595r3eV+lnLMfujrekQsf+z2vv/HtO+VrcPaYWnLfCiXy+rGG29UhUKBzR8pva5nuHRn6QNcqe5M2mLjLG4aAr0mg4ODKF848pxyDSVrnDLVQsy8QtaKwweXrHK+56QUysKmSHSsX9Jl5H4yPWLsdQr5TbGm3bYLrr44adqyGh/rM2b8rGnrZR9ZQBpXdouO9YxezyXUB8bGhhJ9jI25peDuf2LHTBF/mH34Yp5eyprPdsSsvX6O65u6yYeU+5LU4/UT8hc2Fv7xH/9R/dIv/ZIqFotq8+bN6o1vfKP60Ic+pK5du9Z65tq1a+qDH/yg2rFjh9q8ebO677771HPPPScaB2N87NvvVG9I++mNolL996Y3lp6Q9Up5WiJVeylcBdZCTgBxT7B0a56hp5OypK/XukyteRanOrg6koonklM1EvpdRb1DTvXHwNef+b2ryKKviHcKWnxt7H/78vX7TpC5CpNK6mpw5hp6IgijkwPzJJbv1g+mW7G3sxqNV07hUsXNueOE0DU9Pa0mJyfRU8DmTZfp6ek2/mC8pmRFajv0uPfffz9KF0dmfEVOXf1JvzefCb1hE2PTsblK5++6GYM9h8UipixLYx/KfnH7cLWhbpBRfS8uLqparaYOHjzIutGW4mZtlv771Q5Mtlz6iT3TaLTfJgkdg1Og2fe56xYg99SzfYs0tAB6aC2gEH/vooNjO3zjZaFv0j4xWxzSh4sfLpsVw8tY/oW2D4kzu0FXCLIay7QP1P7KlD3z1ixnjVOvnStu5Oiwz75z9pgUjZSOSHTHNU7MHptaZ844qWwjJ5ZpNNp/07JpomjDbkZT/WO+iXtDJyvE8jHL8foJ+QsbCx/+8IfV9u3b1Z/8yZ+ov/7rv1b//b//d1UoFNR/+k//qfXMkSNH1Gtf+1r12GOPqWeeeUa9853vVG94wxvUpUuX2ONgjK/X189bv34V+G7QldU6Yf3q+WAF+WLpiHGeIc7XRS93LvZzqXkQIz8uWqjCqr52EvSLIzP70HOzizpTc67X24v9dRuS+ZtzsOfjCs58P15iPKjX20/GSAv1hsq5b17m966i7BMTE2rDhg1qZGTEKeup7DdmNzlyaQa0vsLe3O9cPKPmzrEJFK9cbaX2u9HACyY3Gq8UbK3VaiK6XbSb32n+YyfrQmymSbNLT21ds5+p1WpqeHi4Vdz24MGDbTppn94z+6tWq62i7qE239R9qV67/JDJJ6zPFCkSJfIxPT3dKvIbogfYDSmOnTafldxOc+k1Vdw4FFybYtu5+fn5toLJUlts8gSznaa+hNzss5FVrN0t9Os+SalX7FipVPLKkQk77sGKfCvl9k9mfGPrh0+WbZuMzcNFs2tNSqWS2rhxoxodHU1yqwz7gYwDLAY0+8oibS7WJlUatFhoOSsUCsE2xRWvm2P4bq+mtEm+teD4jqz2rCFtQ2nJwk5yZFjrWbFYbMV09hrrf+t1KJVKHXFJCpng8MC0C9Vq1RvLme04dt2+Oe7bi1M0h+xNfG1dkLSh5EKyp/btLzHYsRi1X+J+Zn5O+SnXGmJ7XXMvl6P/kOULm429q54Tjs997nPwrne9C/7Vv/pXAABQLBbh2LFj8NRTTwHAy8WaPvaxj8Ev/dIvwbve9S4AAPjd3/1duPXWW+Gxxx6Dd7/73cFj903xIQb6tdBmN+jKap1chR5dRT1D6QjhFacINIXQQvOu51LzIEZ+XLQoorCqr50EKWQ/dR96Tqurq6yil3axv27bFsn8XUUjXYVpdeFGVwFHmwd2cV1d4N6WJ24x0dDCu67ipZVKxVuU/ZZbbnEWFk1lvzG7yZFLs3jkvn37nIW9sflh34UUfJUUAtX9cmiT2u/Z2Vm0YLJZsFUpJaLbRbv5nV47rBBmiM3EisxSxYhNXbOfUUq1CtbfcMMNcOrUKVhcXIS9e/e2CrXbtOr+Pve5z8EzzzwDV65cCS6wa/oSqV67/JDJJ6xPyl652tqQyMexY8fg6tWrcNdddwXpwczMTMseUeO76LXlwAeXXlPFjUPBtSm2nXv00Ueh0WjAqVOn4ODBg2JbbPIEAEjZk/KOwnraE2Ho130SALTs2PLyMlqomYL9zMrKSkeRbwC3fzLjGwBA9YOSZdsmY/Nw0exak/HxcTh16hTs3bsX3vSmN0UXYTbjCao4OQYsBpQUtrZpkMZ+EpvfDZjFxQuFQlRhekrGXDYrRYF4DL614PiOrPasIW1DacnCTnJkWOvZSy+9BCMjI3DvvfeSa6z3N6dPnwYAaItLUvgpDg9Mu7C0tAQA7ljOnofPrtvy79uLSwrec+mI/V2Kaw9tuaBiY+7vctzY19xzuuwKZ7+j/0/5KdfvKdhed2VlpW/jlRwZI/kroC7gwx/+sHr961+vzpw5o5RS6umnn1bDw8Pq937v95RSSi0vLysAUF/84hfb2n3f932f+rmf+zmy38uXL6sXX3yx9ecrX/lKZm/KUsN1WjzkTWyWp866eaKNc0o41Ulx6cn42L45Jyf6+fSgDe5JkKz43Q1epRgjqz4kfO3VGrhOQ0ppwFLv2Cd7XEUNpYXifTzn8JR63vy3L8UdNSduKiLJ6U+pfDUanVe/sTVJkcrHHJPbn0tmdFvzGUl6J6w/Dq+ptElYyrRUJ+Ko9DixMQeVrozr52wZodJjuOBbM4n8Y7Lqa2+Pj83NTnGkn6HSLvj4xvG5WLobTjoys31ICiJXGiXfenLtNGcOWJ++9B2SvvWc5ubm1OjoqJqcnGS3MenAdMBO37Ee4sFuoZ95YssaV+a5J6q5MR7luznp2Wxb4UqPTNkxl63H7IlL7ynbFhJPuPqSpCd1zdc3dr/csAmBVPdSxRoSmmL8FNVnCrpC24fKSyp+22tIpfA0n+Oma240Xk7/ODEx4U0jSs3LF1dyZIOiNwuZ5conRaNkb6L789lLX7zHpdm2i9i+w5We3PY3HH/H2V+G+hDpWtj9pvRV1yt6Pc88JZqFq1evqve///1qYGBAbdy4UQ0MDKhf+ZVfaX3/2c9+VgGAajabbe1+5Ed+RP3oj/4o2e8jjzyiAKDjz3p4YVOvpy92uh7SHPiUk5pHo9F+jTnUEGLjZ8k7s+9+XiPu5smEno/+wZZbX6Kf+YCh1w6FC3M9fPRy0vhIxsT0tV5/+XozdX1YKgf1enhqN99Y2Pd6vFKp1NrQU+mfqI2Beb3bTDNifk7Rpj/3pRCRyCf1LEaDT0b0Zmt0dFTt2rWrQ+5SyZgNidyYz9prouktlUpk2jlzrtwfZHw/OFFyXK/j6UM4mxbfd5QfiplviP7aqbNsn45t+iTA6JbIIXdOFG/NPkqlkhoZGWn9baaD46QIlNCH0YCluzF5ruWf+nHD9ic2rbbtM9OJSH2+fr5araqtW7eqrVu3qmq1isZqdiq8ubk59EcBk8e6ja9Artk/N5WFrc9c3TFpMu28lheMj1lhvcQ46wlcW5KFz7G/0zowMTHRJlu+OJ8bN2nZ1alpOOmmTftSLpfV8PAwmgYO8+HSH1RdPxZScMVEpVKJnbaHQ0+vX+Jw58CRacq/xch5LE0p23Wrf0n7lLbCR4cdF2BxrV5305dRc+Sk+cTiLSwumZ6ebkuty01vzflcamt8Nsr+zcV+hoqhpqenUbtNHQTjyJFeB8z+KqVUtVpVhUKh1TdFNyUrpv5rX4GlfZaky7TjbFe8ZO8BKLkzbRe238d46vKjdmwoQdb2qV/Q63nmKdEs/MEf/AHMzc3B0aNH4du//dvh6aefhve9732wc+dOeM973hPc7wc+8AGYnp5u/X9lZQVuu+22FCRnjtRpCdZLmoPQ9B72NebQa/FUSgpszBTI6tp3athpfTi8NdM3uJ7nphrpV/RzCg4T5nr46FWMND6SMalUVHv37oXt27ej14elcuC6ihxKp+t7Pd7p06fh7NmzsLi4SKZ/sq+CY9e7Z2ZmWmlGSqUSmY7R/r8vhUjI1XX7WWz+PhmZnZ2Fo0ePwqVLl2Djxo1tabxc1+FjIZEbLG2LXhOtJxMTE7Bp0yZn2jlJyhP7Gcz+YXJMpQ/hpDrzfcdJXSKdb4j+mn9jPl2nmHrhhRegVqvBE088werbRbdEDiXpxSje6r+bzSacPXsWxsfHoVQqtaWD46QIlNCH0YClu8HS7lHpJG1/YqeQtW3f4OAgAOBp5Xx81c8PDg6CUgoGBgZgaWkJTpw40erDnJeZCu/pp5+Gb37zm1Cr1aBcLrdoOnPmTIvHOq3e/v37YW5ujkwrZvZv2zPXmtjpqDi6o8fZv38/PP744y07f+7cOTh79izKx6ywXmKc9QSuLfHFUABh6RLtFGcmtGz54nxu3KRlV6em4aSbNu3LhQsXYGxsDAAA9Yv679A0tCHpyFwx0fj4OOzcuZOVtodDT6/TpIWm86X6cvm3EDl3IXQ/mfU+NLZ/SfuUtgJLcYb9be8zTT+olIJKpdKKgajYi4p5XbS74pKPfvSjbal17XG58RP2udTW6Oc4+wKAzpiBiqFWV1fh6NGjANBut2u1Gpw4cQJOnToFIyMjot+39DpgaTgBAJaWluDKlSuwtLTkpJuSFXNs7StM+eHudW2aAYAVL9l7ANdey0yRSaVOtOWC8qNZ/mZxveC6nmfyV0BdwOjoqPr4xz/e9tn/9//9f+qOO+5QSoWnRLOR5ZuyXoLz9p3bjts2K4SObb/Vp1JX+E6NXc8nCWPmxuWv6/lu8Ty2P2n7UP3rBm1YW05KGsn16pgThNwTxyH9cseOkU37xI3NX4rnVCquyclJNTo6qubn5510mP1KdNHHO+6tRM6zjUajLdVT6OlXqu/UMrO4uNiWvk2qA3bqNw7NFB+5KSOofn3f2XI7PT2tJicn0bRcVL96vlmd/sXkpVarqQMHDnTQydVhl6126W9MPCKZnx7fTpHG7VNKH3XzD0vJRd1s8sm11iszTQpHXyh6uSmltA59/OMfV8ViUc3Pz7f1U61WSdvEAZVG0EU/x664/LT+XvNufn6+7dRsP8YdvcB6o9dGjP3gxqGYXTRljjqRjYH7bIit5caKmB+QxD6mjeP4Xax/7P9UukXO2kjpSQmfzZLYPPtzX3oj7pp3C1Ld6gU9LnBi2ZA40tUPZ5/J0XkOfDGIrY92Klgdb2k9C7nZJrE1ZuxM2QRffGHHUFiMZD7PsdEu+0X5CZN/WEpljEaOjkv8DzaHUB/j61uSIhPjoY/nOfoLeUo0CzfffLP6jd/4jbbPfuVXfkW96U1vUkopde3aNbVjxw71a7/2a63vX3zxRbVp0yZ17Ngx9jjX6wubeh1P18O55ii5/rle4KK/Xuddsb0ekXpdfXzulQzFjp2C9qzmH9OvZL0k46w3e2HS67MHIXOLsb3lcrmVfsv1vP6/TuFjpzYKwXpa85Tj2/IQmqIypayY65u1HdE6MDg4qDZu3NiSPd98sqbRR7f5WQodxubTTTn3yV4WMk+tXez4HH/SLd5y4txY3U1pOzl6Zdt/Lfu9tsv9gvXOh6zijqxoKJfL6sYbb1SFQkGkAyltbcq4nevTuLqMxZoxcWI3EOuPpN/H2uMs0Uv/xaUn5fMxSKmHsfRydaxQKKiNGzeqYrHYpv9Zx992/1IdSK0zmE5isbVkXOpZjn0J+a1OasNTod9sVo40yFOiWahUKvDhD38YXve618G3f/u3wxe/+EX46Ec/Cj/5kz8JAAADAwPwvve9D375l38Z3vSmN8Eb3vAG+OAHPwg7d+6EH/qhH4oau9lswuzsLExNTcHOnTt73k8IXOlMfNccsWf64QpaDD9d9FcqFTh+/Djs3r07+fy6JQPUOL7xU6+rq7+YsWL5iI3N6VM/U6lUgmnX/aysrEC5XE42f5u2SqUChw8f9vLI7Mu8Vmy3nZqagtXVVWg2m/Dwww/D/v37YXV1FVZWVqDZbDrHkK61ORd9vRnr37VmLh75eIJd3bevPjebTZiZmYG1tTXxOkpsr70WMzMzUKvVYGZmxvm8KQdzc3OwtrYGANBaw507d4r1qFKpwMLCQqvvkDmePHmyRf/dd9/t7SdU1yW0+uDyn/a/ff2srKx41wDTScoHax3Zs2cPvO1tbwviKwC0/duW6/Pnz8Px48fhLW95C5w6dQoOHTrUGhvjMWaLuGkKJHRTPszkMcDL+vvOd76zLbWX3YZjy3RscPPNN8OVK1egUqmQKfAkdNvfadsyMDAA09PTbTbYHmtqakps+6n+TVp8a2evve3TOHJt8hzzLy4fSfmIEHshiXP1v6n5mXy123NkzBUbmHNeXV2F1dVV2LZtmzO+2rNnDxw+fBjGxsag2WzCwMAA3HPPPSy/fT0jdaybRWzv0lPMl/josueM2R3X/21Q/WFx28zMDDz00EPkvsoey5Xihhvb+uh1wYxTduzY0VoHHfeeP38e/uqv/sobX/h8CyfW9Nk//YxUBqX7RJ99o/5N8Zv6ntpnmbw8cOBAR9uYmD8WWCwUsu85fPgwnDp1Cj7+8Y+z4ji7PWcvhyGlPaRiy/Pnz0OtVmvFj9z9N2YHfbaMosm2Jz5fq3n5/PPPw5//+Z/Dhz/8YXj++efb4u7Dhw/DuXPn4OTJk+z9quaLSY/mz8zMTIf9w/Z1v/VbvwWDg4NtMmfyioqhQmyF2db++9y5c7C0tNRKYTc7OwtvetOb4MKFC7Bnzx4YHx9va+Prk/NvHSe54nrfHLj7klBe2TK3Z8+eoD1pVrFFCl+RI2MkfwXUBaysrKj3vve96nWve53avHmzeuMb36h+8Rd/UV25cqX1zLVr19QHP/hBdeutt6pNmzap++67T505c0Y0DvamrJtv8q93pLzaV6/Txbhirkv71ilmDt08MUoVpe62DGZxnTPVPEzaUp1m48w3i5OC1Gk0u7CjrRtYUTyKPuwEIKcgnvSaMfcEjIuPHB7FyGatVlOFQkENDw+j46dISdBoNFSpVGorfunrl8MTqgi4D1jf0nlSN4QkY7rG1Z+bc+OkWUiV7oFqq6/H2zzX89PFlrm2yEa5XFZbtmxRxWKRRacpC+VyWe3atUuVSqWWvJmn1lyn/SR+xpUKgwuzbyr9gD03rOinvaYc2db2j7qt5oo7XGuqC5pWq9WWjJh21iebeo5ahqrVqhoeHlalUgltY9txc11Me6Nt0tzcXIdtovyN7o/jV2zZN+fNtf12UWItk6VSKSj1EQVb1my7jPHVblsqldT4+HjL/mIpOWq1Grl2ZuFblzxhcU2pVGr5K+nJ0n5IydEPNLiQOrbWOqRtcbVa9eogRRcVo9nfuXSY4x+1b7Pli+N/JbEFV/ZdffhgxilY3Ms92Y3ZwhCaXP4Ei3lc7fW/q9UqWmwbi0n0mNS8Y1MJmeD4SqwIPdYO4xMnrVFKmiV96JscdnzsS5ukFM6b1HaJA3NM89927G/OiZJF3Z8td764GqNpfHxcFYvFli66eOOKb+znpDGLObbZxuSPL36kdJFLT6xcaPrm5+dVsVhUt99+uyqXy611HB0dFe1HuOO5frcI6YvzfSiv7DUOvdGThQ5L++yFHVGq/+M+pfIbNh3Ytm0bfOxjH4OPfexj5DMDAwPwoQ99CD70oQ8lHTvVyYPUJ7rWI1IWJp2aootx+Yqx+fo1/7YRM4duyQDFm17IYBbFaFPNw1dUO2TcLIptc9pjJ18AOgs72rqBFcVznTi2TwByCuJxi6nb4/tOwLj4yOFRjGwqpWBoaAjGxsbQ8aV912o1eOqpp9oKpc/OzsLy8jJcvHgR1D8VO/T1y+EJVQTcB6xv6TypG0KSMV3j6s/NuXGKeIYWVPXBLg5s81z/rYstu+bswszMDDzwwAOwefNmVnFKUxYuXLgAly5dggsXLgAAwNjYGNx7770ddNj6KPUzIYWbKbr1upoFPnWf9tywop+covbYMysrK7C2toae6pMUUzWhdXtpaQlOnDgBe/fubRW5x+TXHlPPcWBgAB5//HEYHByEixcvwvLyMioLth0318W0N9omPf300/DNb36zzTZR/kb3x/Ertuyb896/fz/L9psFY/XnCwsLcPr0aTh79myriGtsHGLLmm2XMb7aba9evQp33XUXKKXIguFKKXLtlFH41iVPWFxz7tw5WF5ehrGxMZiZmRHdeMsihpOiH2hwIXVsrXVI2+LPfe5z8Mwzzzh1kKKLitHs71w6zPGP2rfZfoLjfyWxBVf2Y/TejFN27NjRodecQueaHtsWhtDk8ldYzONqDwAtPwHwsj3BbIYZk5j+D5u3NMZ3geMrFVKE3hfzc2lJTTMXU1Mv33w4depUR3xs+h+7MLkGxpte7PmpdahUKm2xvzmnYrEIAJ2ySMmdL67GaFpYWICXXnqJjEtcc+Dsibkxi/m9aStN/vjiU0oXufTEyoWm79FHH4Xz58/D5s2bYcuWLbC0tAQAAHv37oXPfvaz7P0IdzwNKq6X9oXRxdkbcGDvm0IzDWShw9I+e2FHAPo/7sscyV8BXUfI4k2Z9A2h9O3vekJq2jmnekJP9aY4MUQV8kvFh6xOhaekqV/llXNiKbTf2NNzKdvoU7uuon4xJ95dxSp9/fdaNrDxU53C4/RtyiBWsBsrqmivZ8g8Qvkew6/UkNhn+zPqNhNlD2LmyNUxTC+l43F0kZobVYjUNzdOkWTzNJ60QLKLF1o/Jicn2wrWY3ML0Y+YmMFVhNnu17zJoufDvR2CrR9nLbF28/PzamJiQu3evVtVq9XWepk3bDiySc2T0jEJr7CxMHtoF63mFFV2waQd468r7llcXGzjq32zxi56K7FDrs9smYi1Yb2M4boRM/cTOD5L2hazu3bhakxefLEyx7e49gSUDGsdNguAS+fOGctuj82V4o2PBpdtk8igzy6YRcq5e2Iz5qTsqNRPU2udyv64ZMUnIxw/GhN/pYBLl7g+PYbuGP8uHYPyTz57Yj4joYGj+xQNXN8bi9T6In2e29a2Idq3mDFNyt9XUthUm7eaRu1fsHiM6idFXMWhsV/iFI5OdnPcfkKWN2zyFzYOhDDeJ1D1etqrZ77v14OA9wLcddD8k6QLajQa6uDBg6pUKrU5EW6BcCk0jeY1Yvu7Xq2/npudiis1JMEX9pnran3IeDHA5MEXMEpkSD9rpzhwjW/CNXdX21RynnXwYs6vWq2qQqGgqtVq0n6V4l9r16jXO9OZNBqd18G7lQqBoocbyHE2QaGwNx2uzQI2D/15Sp7ZL9zsQJ/6YYhz3R/jpU5thq1PrVZD5+z7ocW1NrZdoVJxafkslUqslJImXzj2xUw1gNFN9UH9CEr5Bom8YmNSfDDnoVOu6dRV3E20OR5nTTHeaXtkj++bF8UfzN4NDw+rQqHgtFWmDnDSSFA0mZ9zdDvmhw5TF8z0ZzZfzZRmXL+mdQL74dq17tVqVW3dulVt3bq1lW4vix+XQn9Uiv1BJ2T81DZe8kORVK6wQxzUc6afsWNwM1WZ7QNMflBpXqUxkb2H0jpBvQQxdUV/Xi6X1e23365uuukmdcstt4gLS1Og1t+keWRkpGX/zJRL2nZp+03tccz4QrqPdNkFny+0Uz5JeSHVDYmv5ey3KD3x+RwzdSAVA/iQRbys6ZPQ4pPPrPf1HD5gsUPqMSSyJYHL77jiBUx+7VS2oX7QFTOFQCpDZuxi7iGwl2jcw0+h83DtG824hrvfdf3mY8dlOr2ubz11OyztnEtPJXG8meq3W7rvAifGNtEPNHcLeUq0dYSYFDUYfM/7vn/VXyEjwF0HzvVyrM3Ro0fh8uXLbSkLfAXCY6+jmlfa7e8AerP+ZsqALOmQXmu1P1OOq/Uh48WAkw4i5pouleLANb4J19xdbVPJeUwKJck4AC+nJbpy5UrraneqfiXX2jWwdCZYig1MlrO6Ro3Rw02FkSpdCQb7yrwrfQSVJiY1z2q1Gpw4cQJOnToFIyMjbXQtLi7CmTNnOmik0knZwHhppjaz12fv3r2wffv2jjlTOiZJ7ajtCpWKS8vl+Ph4W8FYal7m2nHsi5lqgJtuBwBPQ2jSa/sGibxiY1J8MOcxNzcHa2trsLS01ForAH9aVyz1i2tNMd4BQCvlmzl+aDoizN4dP34clpeXnbbK1AFO+i5XuhL7c4lO+UClETp69Ggr/ZnN10Kh0JESzTee1onV1VXYtm1bm71wrfvg4CAopWBgYKCVbo87Nw5iU0X6UvxkMX5qG8+hIVSuHn30UXjhhRc67BP2XKPRaPkZOwY3U5XVarU2vTb5MTMzg6Z5lcZE9h5K6wRAp68zUwXa+v+1r30NLl26BN/6rd8K/+bf/Jska0atv0nzvn374Mknn4QLFy5ArVZrpVwaGxuD5eXllv2m9jhmfKGUEu0jXXbB5wuplE9cXkh1Q+JrOfut0BR4ZupAKgbwIauUP1JafPLJ7ScUHD5QsUPKMSSyJYHL77jiBUx+lZXK1qRVQk+K9FsmpDJkxi7mHkLbPg3KNqVcK9e+0YxrAHj7XddvPnr/reOy1dVVOHv2rHc9zX27nXYuNrW27sdM9dvr3/RMujgxNkDvf4e8bpD8FdB1BMmbstjT31m9gezXN5u9oCtkzNA22A2brMA57dDrK5Wxpy9jTi1Sp2jMNlR76edZwR7PN76EZ1LZsNNmcE6QxOqeuYbdvGETmzrHhLQv1+kiTA6kp544Y/tSE/jkUkJTSvsslZ1QfZacoOLesJHwnOKv73NKts10OVTqRB8vfGkQJDYVs90c22fz1ZdGh/LZlO+g5svhESWLHFlypZZw8bVWq3WkiZPoX4gdlPrtEF/LsUlcWm05wfjjSwWFyaokHR2HbpNWM82bDTv1lZ3uTpqO0IdQG2rOiWsrUo8fA2mcE+qL5+bmVLFYVPPz8+j3Wn7m5ubU6OiompycdMohR56xeenC0vPz80Hzda21SwbslF0hsSuXXpsOzC/aN5649pvrp0P8hI+XMeD4Xex7KpUvJ25LEQ+G+JWswB3TN4/1YBd941MxBTZPl55n4XcoOjD5tWkMoTXUnsXAJ0+NRnvcKL1hw4lVKZ5hNp/qn5si015rX0ybYk04fJLS3Wt9DsF6pDkUeUq0HkHC+Ho97upibPv1hl7M99XGYxPree691K31yjcJ3dI5ms+72nKfix1nvSCGz7HPh/Zlp0iKWcMskDVPY/oLHcvXLpVeYG1j+u6Wnebwx0wtaP9f0ieHJkxXXM9StEjGkspbln2nQir7EtqPmQ6D4kGoHGWFWHkITWPTLawHv98tGrk2iqsToTFiP8RlofIbagexOYfoDrVWdl9Z2vJQhPZZLpfVjTfeqAqFQrRvT4l+ti2p/FpMu1SgxuekiO+VrEvoCLWjoX1kgSzo4sS62u5R9s9nY2N4v15sTa9lI4cMeUq0dYDYq4tZXcFNgWazCbOzszA1NQU7d+5M0meW86XoNa/uHj58OHg+HH6kesb1PNUe+7yf5cuHXuqWvu66uroKzWYzmfzHoNlswszMDAwMDMD09DRKk2TOUv6Yz58/fx4WFhagUqmw+rXHcOmAnRqoXC4nlV8OH11tZ2dnYc+ePXDkyBGYmZmBu+++u+P7GB3kPG+O40uRsbq6CisrKyw5dqU5wPqnbFOlUgnWH459s+fss6mp7aCP59yxuOvYbDah2WzC4OAgVCoV2LFjh2hdMfpMf2iPbfYNAGzecn0V1d7midmmUqmQNke3t1MLulINmn3u2bOnLTbQz+/Zswfe9ra3wczMDOzYsaONLm5KkGazCSsrK/DOd74TCoVC23P6O8zGNZtNOHz4MJw6daojxYTJo0qlAsePH4dz5851yAIlU1y5c/WN9adtts+2csZ32WnbrgG8vNb33HMPNJtNePjhh2F6ehoA/LJrpsOg9BmTI03f2toaAEBrDSUxoJYdU4awNnafmM5oXr3jHe/w+mbtvyhd6gW4MtkviKFRsgeg7J49vivu8n3GGXvHjh2tdq74L3SevramrdQpaLh7OoqHPh3Wz5u8ouy9y/fZ42O+w+ULzDaudctCb7A+Oes6MzMDDz30EOzevZuMabTN2r9/f3K6KfSzbYnVV19fKREac0tSxEtlnWtvfPvPlZUVOHfuHABAlD76aDX13Y4J9LP2Zza92Fyo+Z08ebLF+7vvvrsjdk+hj2a8ZNtnHbfptK779++Ho0ePtuI4bkwdw/us9ILa+7v2adiac383yOL32ZTod/rWFZK/ArqO4HpTFpMqR3JtNxQp+zPf8MZeWe4GTHqx9E2Swo++/jnPUHySvjnXz+uiztQ8qH6zuCYvRb/KjAv9dsKBKgabGpy1qtfxgu3c/qmC6ubYNv9TyZA+AUQV1Pa1nZiYUMVi0XtKDJuTFFwb4hpDIsfctBumjTXXMcUpXF3Y1yxa75IZc1ysALAkNYZr/tK0Fq7UADbdLn+hn7NPrXHbUjRy+EmtI3XlHyvoScmA1D+msMf2mJpeXUDadRrUNz6VLqNcLqs777yzw9Zw1qBQKKiNGze27AwWy1AnGl1y77K/pszW6/VWkW1XoWjzZKTvNor5vOsZl79rNBqqVCqp4eHhls5PTLxcpNVswylybYOb9kMXubZv53DiZlPudJFwXeTXZ8OxdTVlwDydytXTfkDW8VY/xaCSuYbY0FDY8lKr1dA4jxvncObJ9QNYzOOyn66+zM/tG3bc+NQ3hjQW6vV+w55bipjS1Sflt6i2knFC4Nsn95P96CZS/Y7h6isVjTouqlarZPpuU7/N/YItm3bck1rGbNtqxlDYrT7bDptztr/DbKX+bOPGjWr37t0dv2P69JG7Bj77T9nJ6enprv5OJd3P+Z6r1/HfRFyxG7bmXPTaX/jQ7/SlRn7Dpg9BFajlgFOAORYp+zPf8NrFnPuxkJRJ74EDB1rrVC6X24pfhr5Zl55wCime6OpTF3Wm5kH1m6KwayzWY/GxfjuJpZRCi8GmBrcoHlawnds/VVAdK+BsnjRKIUP6BJAuKCuh3z6hzDklFluUmWNDXGNI5FhSPFmvv7mO0lNyGJRSHUXrXTJjjoEVAKbmJPXH3HU0+XPmzBkAoO0ux1/o7+1T/ty2FI0cflLrSBVGVkhBT7ut3YdNM9UmhT22x9R06gLSrtOg5glzX98A0KYjly9f7rA1nDVoNptw6tSplp2xC3mbcm/fAHHJvcv+mrHC1NQUHD9+HJaXl1u8wmCejNQ3bGJPgrv83ezsLCwvL8PFixdBKdX6/ty5c7C8vNxqo/nmot2Gq+i3bfvGxsZg9+7dbbdzOHGzKXfPPfccvPTSS60iv5g/8um6aR/MArhcPe0HZB1v9VMMGns6WyOr/aOWl71798L27ds75JIb53DmyfUDWMzjsp8mXD7FvmHHjU99cZY0Fur1fsOeW4qY0tUnFtO42krGCYFvn9xP9qObSPU7hquvVDTquOj48ePwzDPPtP3+o8c09VsphfpnLO5JLWP79u1rs62u2yWVSgVqtVqbHTbnbNto1/5w8+bN8P/+3/+DL3/5y22/Y/r0kTM3jv2n7OPq6iocPXoUALrzO5V0P+d7jvpNxBW7udbch177Cx/6nb51heSvgK4j9PMNG+rEXmh/IbRnMUbqPrkF0kPoSv1mPvVzdhtJgbaUY6dsz+mfKtDWDXnF/s/le1brH/o8t3ii5ESeuT6uYqq+PlLaT07xyxRoNBpthdwldPoKH3KfM5/lPuP7dxYFrJVqL1YrLexOFZDH2mJzkhQO9fU7Pz+vJiYm1MTEBBovSPWHIwdce0fNV2qLQtvHPivhHbefUP/q0hGX/NrF4Tn2D5Nvkw67QCxmd/Tnuqis/V21Wm0bg6M/En5hRdB9NofTj8lTHfdRPsc1B3tddNv5+fkOuyTxkVRMSq1dqC3AnrVv+6X2cd1EKO3rec4UpHMKKbiM2Uyf7mG0cW2ly6ZzdNrFF91ex+WmXvhiDWreob4nBFn2EepTOWNJ4jgfna7+Y2l1nfCP+e3HpDXGbkn76BeZk/TFXVMXXzBfi8mgqw+uPvjkxvVsTLwjkQuTB7VaTR04cECVSiXx3k1CY4isatuMxayctZaAihVt/mqecfbvvjljtIbasOsxnlnPyPKGTf7CxoEsGR+Ler03hR+zNg7dnItSsmuOqYoAcsaICc58faeisRuQzr1ef+U6b61WU+VyWe3atUuVSqVW2pGUtNv8wP4/PDysBgcHvSnMsuItp1+Tz5znXc/4vjOvW7vG9QWF5nfUmFQf9for15alqQWlkPKWosHFD85z+nMqvYlNK9a3yTeT9zqdjyR9iG8jFOrjTBnT6SO1HXVtJBoNfmoVezxXWkBND5V6T6KfrrUzn6NkDZvz9PR0h23MyhZJNuouOafSgvrWggMzTRTlh+3NlUmHdMOv54SlwMB0Safgooq5jo+Pq5GREbV161ZVrVY7+GJuCLV/wlKdce1xCM8xnUgZ09r2nbL1etxqtapGRkZUtVol9Uf/30yDSemTTnWCyYQtwy67GJrKzfXDUQod6Qd0OxbtB0h+FHSBKvhtj+Wy1XYsZ37ui4n1/7V8c/TOHsOM86kXKKY/t3XQTIFmpnB0paVxxQhceQyRW268KwHHDoTuPSmfF5OOnBv/hoI7V0xmsfYuf4ml7cWep+I56XyzsvnS3ym4PG40Xkl1SqWp1cDiFJ//c/lfilbdL3X4krKHPtjj2D5fun/k8tiUw1KppG655Za29NOctjoGNl8+LC4utlK7+mRVqtOm7mk7rNexVCqpoaEhVSqV2DbLlDOtj66U05TuUn1L5obtAzh4NcZB/Yw8JVqODqRIOROCrK8Dd/v6nOSao01Xalo5KTRCeZ6K1n5dHw3zOq9SCi5cuNBKMQIAcNdddyWl3Zf+QF+pfu6557wpzLLirTQdBed51zO+78zr1qGpz6grxdzUFea1ZaWUKLWgFFLeUjRwU1P4Un9R6U1sWqnr7PZ1b83Ll156SZQ+xJd6I9THmTIGAG121Ex1YX7HSbfmGs+VFlDTQ6Xek+ina+3M56h+MZ4fO3YMrl692mYbs7JFklR72DNm2gQsJZhvLThQRpooyg/rf5spgzQdPrmWpEPAdEmn4Lr33ntRm7WwsABf/vKX4cqVK7C0tNTBl1qt1kqLhaX8sMf22eMQnmM6kTKmte271hnb1us5DQ4OAgDA0tISnDhxAp2//ttMg0npE8DLqU4wmbBlWLfVMJ9VASnLfCl9UuhIP+DVmGojVVpjquC3PZbLVlOpczgxsf5bj8/RO3sMM87HeGL7cywNl06Btn///lYKRzOVIMYTKkbgymOI3HLjXQk4diB0v0/5vJh05KnS/Yb0b0LbYlNmOX7eptVO2+tLzRvjH7Oy+dLfKSTpp3SqUypNrQYWp/j8HwDtfyladb+rq6uwbdu2jr4pe+gDlZ5XISnYpHt5zm9aKysrsLy83PqbIx8mHWbZgSeeeAJqtRqcP38eduzY4ZVVqU6buveNb3wDtm/fDgMDA/D444/DxMQEbNq0Ce644w5RCkU7pa4r5bQGlnI7dm6ufYALr8Y46FWL5K+AriP08w2bboJ7iiL0NA537BRtuKdgUtIT0t51mrdXpyJDTtB0i1+utr6i31nIrd2/NBUW1U8WdKY6tenqP8RmpLg2TPXvm3NKXlP2U6pPXN3ifE71FZpSLYTPNj2hMujii6l7vnRAMX6DGsdMvxCjY6l8MJauJlQPQmRGKl9SGdffUam+OP1T35sp+uw0gPaam/ZeomvYsy6ZpdKpYSnTNP3333+/M9UZRV+M3EnWkeKBL62oKxWT7YP1d9g6hsonRSe1Hpx5hvDNTNlGrakkvUeOTkjsmd2G4zcpmDYo63WLTf3kgi2rk5OTXlvt6ovSL0znY9J3ZskTFyQ+JKZf6fecfn0xBjWOJD6T0Bvji8zPtO/gpP7j0GHLq/mMJJUnNRaVRjUGnFhNQq/pA/UfqY9qNDrTuVLPuXwg5Z8nJydbfYfqhz1XV4ozyb5B+jxFh68fUy5tuZLYSJ/OYXGLrQ8hdkJD+9PJyUln+jWsnW+OXH8j0eHY38LyWC975CnReoT8hc3LqNezu+qdamxum1gae9k+C/6mHt9+ptc0c9ANGlOMkRWdWc8/tH+sXSpaff10g9ch+pQVjb2WrZR2MQsbxOlTf4alV5Fec88KUl5w5I8zt5Q2gNuOSk8h1UGsT3vO9nihuo3JmSvNhk5tVCwWWeOZaYB8ti+lzEr5jPHAR7cvzRO27iFzpObi+pyTKoX7HDWWa07Yd+shNutXhMhPinimm2uW5ViYr4yJcSQ6GRMf9IvOZGGjs0IqX5jlWCHPZiELIb6Fqx8h6bq6jZA4iuonq31HaPyI9eNbk175Bx9tWdqfVHGaZCxXzBSr+z5/k6WspmibQ4Y8JVqOniLkqnez2Wyludi5c6doPLOta+yTJ0+2rvXffffdXnqbzSasrKxAuVyOSrVB0ZN1+1T85cIeg0M7J51Bt2HOAwA6+NYNGjlj+NaUSyc2X/Oard131vMP7d91bTiGj3Y/9vMxdiJkDSX6ZI6TksZY20K1mZqagtXVVVhZWYFms0n2V6lUYGFhASqVCnscgFdk256DOWaMfOvxsDHsPs0r7XNzc7C2tgZKKdi2bVtHmhUXj338t3kwMzMDAwMDMD097V0vCS8wGWs2m63x9u/f35qv7wo/R75MXuv+pPSacYNOeWPLHrV2HLp0nwAAhUKhrS9XeiAfT+zPKpUKHD58GPbs2QPHjx+H3bt3o7IzNTUFTz/9NDz88MPwta99zTuemQbIl2LEt64+frl01NWfflbzoFKpwPPPPw9/9md/BqVSCbUlzWYTvu3bvg1uvvlmOHTokNfGaZhz9MUJNh9XV1fb6KBsGCUbpi5NT087ZdZGpVKB48ePw7lz51rP6fEPHToEn//859vmZPLUl3avF+hFPBvzHFdHsDaceCbUn2LtqH0Sl15TDx9//PGOWFLqy0y/olORra2twerqKpw8ebKtb679x56j/Jf9mYunNu+kcZJEriXPYrqeJWxbxdFRKnbCnsNiWU7smGKP6oLr2Sz2TVSfFC8wX0T5Pk66LknsSfn8GPut/ZoZ7+jPDx8+zLbdLpnDfl/i9m/2OTU1BefPn2/5/GazCYcPH4ZTp07BI488Ap///OfRfbcdT7rWhIoptF0y9d+Uf8l8qDm6YpEQ/ycZ2/xbOk5IXGr6tlqt1ra/idF9zLbZa2r35fL9nDExZGGrcvQAyV8BXUfI+obN9XxNrRtvgzmFM02EFHDNAq51537H4VGsfMWsYT/JNnUiJnQdukFnqn6wEySua/aSa/wxV5GpPmPRaMgLx3NOvHCv/lNrGMMr7FmXHPv+75OzEDtp92mOyemvXucVRdXjTE9PtxWL9NFjg8t/bF7c1BK6LVYUOeb0ltmvLkCvi7eHpkjxyZj5GVWkngtKVnRB4tDTdCZfXH6SWnuK77ZsZhVHYP6dOvmn6dGFVqkYKNa2htg6kz8+WTZTS7jssOsmUaPxcuHYrVu3quHh4Q4/b8+HSvVh2hafD6F0g5I1LCVivc4r2m5D+7hbbrlFbd26tSXz1Wq1Qy5dNqifkCr2CZHXrGiJgUt+XbKJ2dZisai2bNnC2idhcY5pl8fHx1WxWGwb3+W7MVtpPq/13mf7qXXl6DNmO0ulUocu2nPQvNu8ebMqFosdcTK2DnZsXa1WW4XTObEGxUcshjOf9aUWcvHQBvZcrVZTW7duVVu3bu3we1J/is07NhZKpauS/U9MPyE0aR3B4pPQG2M2Qvmdah2k/bv2Ntg+19ZbH299emWOV6/XVaFQUBs3blSjo6NqZGRElUqlDp2W8Ip61nez2jWGPSdXei/Tfrt+N7D7Dk0t60odLdmzYXbUjIXsvaP2I/pz7GZRiE5j/s+3f5CsXY7+Q37D5jpFaEG/9YBuvA3mFM40oQIKuGYBSTF16jsOj2LlK2YN+0m2qZONoevQTTpT9WOeUNFz0wWzAfAil75CjACdRdtTFCiNQUjheJtfGP+4xTWpNeQWJKXmZD9rjhNa5JziT4idtPuUFs6emuIVRdX9r66uthWL9NFjQ1qY05zX0aNH4fLly60im762KysrHUVQY05umv3qAvQA0FFQPlYHKbtJFanngpIVXZA49NSeyReXn/QVA8ZOt5qymVUcgfl36kaEpqdUKsGmTZvIGCjWtoYUejb545PlWq3WKlg7NzeH9js1NdU6+YidKNeFY5VSMDY21sErez5UQWLTtvh8CKUb9memrz1z5kzbuNSpZ47tunDhAmzevBkuXboEzz77LDSbTSgWiwDQLpcuG9RPSBX7pChM3g+nUV1xhEs2Mdu6efNmuPXWW1n7JCzOMe1yrVaDl156qW18l+/GbKX5vPZXPttPrStHnzHbefr0aTh79mybLtpz0LzTf8y5Uetgx9aDg4Nw8eJFVjFvFx+xGM58Vq+VyZ/QmBN7Tr2cPh8GBgY6/J7Un2Lzpp7jxkKpdFWy/5HyMJYmrSNYfOL6W4JQfme5d3V97trbYPtcAGjTWx9vsXV0/Q7TbDbh1KlT8MY3vhH+7M/+DMbHx+G5555r02kJr6hn9W9f1A071xj2nMwYzN7PmPbb9buB3bfrGYwOACDjJIpuCpQdNWMhe++o/cjVq1dhbGwM7r33XrYPcgHzf779g2TtcrzKkPwV0HUE/abs0KFDSU6phDwjeS4Err6vt7e5scXQUiGE566TZCHjZI1ujW2f0uDyyPdsv8h+FnRQp2A4/DOfwdqbhde5dLvo4dpHTRNWcNk3roTGRqPhtSOS047ck0iuU0f2d67i25z5xxQ2pk61cQpcS9dDouu+9ZC0kxZv1bTaRT05/bjkBitG75MnqSxQc6GKoofYq/n5eVUsFtX8/Dy7jc+HuuQtpHA0dhowlX3Rz9lFjPV3mJy71tumFSu8zV3/LOetVJqYDOORy7ZNTEyoiYmJDj7bekWd9pTomtmXqxCyxEaZ9kT/8fk+ib1czwi19f0OzIdw23H1nWPbqe8pPfaNz40Tzf5tmxRaZJvSazuOmp+f99pY7KS478S4ry+MXqpfn9yniJdiTr6neCbEb6emITROiqGrl/bLF2eloiu0L5d90fG11l+tM9VqtbVH9cXg2F6K87uBrad6TE4chdldSWzgi9cwO6fjBs6ennPDBotlXbzyxVwYb316TO0BGo1GRyyG2dgQO0fNkfKhrr7XSyzTjzT1ElnesMlf2DigGf+Wt7yldT3NdV3NBPc5DlL2Jek7y3F7Acl8+m3u/UZPv8DkS70eV7S3H9FNOlPYNv1dimLOEnrMYuBZy4CvXRZ2hnoO+zxFn6EFSiV0dgtZrXMMHfX6K+kTXKlqKJ2ITRsWOiefjob0L01tyhmnH+IaqR5S6c+kRbldaxKjn732mSnsKsVPbA0kz3JokMpkyPProbB0t9FruU2B1GsbEjeE2JVU6OZY2Jgpngttj81d6v97rQMp/EtInCClISW6JT9ZoltxVBaxtm0vbd3h7BWl8S0nXo+xs9Qz2Och8RIVg8bu5VM9K3k+VHaz1EdJ/N3PdsHEeqGzW8hTovUY3//93y++bpryqm6WV/RDriPHFJiLKbYsRUhBQg3Os5xCjKnmJJUB6bjdKPoaChdtNl+o4r6cAsSxtEie4/bDLcYeAy3Ha2trZBF7rFCjy2aEpDWy+8Xm7iqoqYu833HHHVAoFNDCi3bBR2q+vvHs+XP5w3lWIq9TU53FSLHPMHCKZLuKV/roNHndbDYBANqKZGflR2yE+jGO7sUUXtfpE+xUNS750Gu7uroK27ZtSyq7WIFUG770G1zZM2GnNsWKZHN9ua/obLPZhGazCYODg5naVHNsn9zp79/0pjfBL/7iL8KePXva+jB9GocPvjWiihfrvzHZ5di1FHDpk71uGJ179uyBI0eOwKFDh5xFmqk0ZLbfkjxrw1VcNmQdTVDP27Liik9Nv18oFNjFxHsJSaF3s5AwQG9TnMWCklsXOHGz6d+xz+yix6ZOmTJoFt8Ogc8HcWxYLCid1Pzg0iaFqz1WtFrT5LI9vrlgMTEnhrH/zd3Dc3jki7fsOEH6WwKHhpT7YK5cdMOvhoLrg0J+bzB9k2TPxLH72i7cc889HX2bfmFubq7Nptoyb+ueVFe1TGOpy6i5YnbHfp6K4zFbwZF3PQaVgtf8G1sL+7NKpQLHjx9v2+9R0H6l2WzCww8/3BaHSPaYei11e1f8Te39dZwJAE7aQ38HwuwwwMtyds8997TxoJ/tgon1Qud1gdRvgK5evarOnDmj/uIv/kL9+Z//eduf9YYs35StZ8S8Ua3X6cKKkn45V45TvvnFrv1Rp97MZ3vx9rnRiC+83g/Q/KMKAlLP21dae3ESSHqKJnY8CWxZ7pUc+65s12o1VsFGSk5cp1b0SSKzQDmGmHWi5qeftcfG5sG5bmyO7dIZbN2puXH68RXqNAsJj4yMqEKhgJ5448qUafMnJydVoVBQ1WqVfNbmm2T+2PeUD8D82fT0tBoZGVEHDx502mKqT9e4lPxg9NvFne2r+To1gH7OV8jYRTdFvxTmSVrKFvh0y2XHXKcqOSklYmHLjF6L0dFRtMC1qy0X5lywoqdm6g+Th65nzVRBGN8kaTE1arUaWqRbr9vw8HCbXGheaFtTLBZbsiOxydR3nDiTI4s2T7gxDQWuX9A8s4usm9/bdrkbCNUtjm2xfbxkXqF09SItiG9Myo+YeumKkTC+UQWTfeuCpYaxfdr4+LgqFosdvpLjIzlj+D6zdVLr/sTEREuHfPGABBw7GepLqRiBs94YPzBbi9FkjitNVYf5RRd/XcW7Y/mWhc3g+JLUkMqob08Wu08yn+fcGJT8BqBpKJVKqlAoqOHh4aD158g5Rqcd55ufYbE6l6fT09PemEXHZLt27eqI97mxOmaPuHseUxf1vIeHh9viNRfvSqWS2rp1a8ea+eTK9PXDw8OqUCig9kCpV1K/TUxMkPuxWq2mCoWCGhoacvblsj0YffYamvMy55DfkF7/WDc3bD7/+c/D/v374W/+5m9AWQWVBgYG4OrVqymHy9EjxLxRnZqiCytK+nUVm0xBJzYeVpQZO/XmKkrXDfgKk2Lox7fkvoKA1PN2wbuUc0t1aqqXp6+wQo29kGNXIVm97tu3b/cWbKTkxHVqWZ8kMguUx9gQF1123+apGqworDkPTpFBc2yXzrgKdNrg9OMr1GkWEp6bm2ud5OacVsNg2vwbbrgBrly5AktLS+SzviK8Uh2lfADmzwYGBgAA4NSpU/CNb3yDtMVUn65xKfnB6LeLO+tnNS9XV1dhaGgI7rrrrtYJVlchYxfdFN+kME/SUraAos2nh5Stw56lxoiFLTMAAMeOHYNvfvObaIFrV1suXea8FFL01Cw8Ozc31xpLn2bGnn3wwQdh+/btrc+xArK+wrM2lFJokW69bk8++WRr7iYvlFJQqVRaN2xmZmZgx44drbYYHzgyzYkzfXbetMuaJ9yYhgLXL2ieLS8vtxVZN7+37XI3EFo8l2NbbB8vmVcoXb0oBuwbk/Ijpl66YiSMb5jt8LXBaMV82sLCArz00ksdvpLjIzljUH1R8YzW/RdffBE2bNgA4+PjbaekY9ec2q+YCPWlVIzAWW+KH7atxWgyx/XZTayt7Rdd/KVkEZsTFyHtuHLA8SWpIZVR356M6kfKN18cZo/L8Zf6u3PnzsHy8jKMjY0FrT9HzjE67d9czM+UUixbhM1ndXXVG7Nomi9dutQR7wPQeuSKUai2WAxq6qKe99jYGACAN1adnZ2F5eVlUEp1rBl3j1apVOChhx5q9YOhVqvBiRMn4MYbb4S3vvWtpH8bGhqCG264Aa5evUr25bI9GH32GmLzwm585cjRhpRvf77zO79T/ciP/Ig6ffq0+vrXv67+4R/+oe1PSvzd3/2dOnDggLr55pvV5s2b1Xd8x3eov/zLv2x9f+3aNfXBD35Q7dixQ23evFndd9996rnnnhONkeJNWYqTV704vZUlHal4kqKon+R0jOu5LE7mrqfTfqkQw8eYk71cmlIihVymGDf0VBUFV7FWrH+7mCH3dJCEztRztOfKLSTtaovJvlSWuYVyfeDIJrVOWdhCPa62+b6ilti4qYvWutaIu34cXnH0hOqXelbz0i5izV077LsQmfW18ckVtwAphx59Am9ycrKtyGqoDnHmreeCFZWm1iGEBt+6SoqGZ3nDJoQXWHFZrs5g4zUajbY52sWLQ3yISY9Nr/5ufn6+VfzXxzOJbjYanUV2Q5DalmfhI0LG53we2l8sTNmw9VM6JsdfYfywi9uH3BKw1xsr9u3TZZ+sc+wkZc+03Tf9IeUjpXRR4MbJMQihURLnuMa15YbjH8zvpAXhY/khQYj9SqE70jlIaHOtSZY3gzgy6ooPbdpi1yOVXPlkhLJ3Njh7TCzOweIaF91YX5QOuvau2p5Wq1WWzTCfl/oYjh7qz+fm5tTo6KianJwk+52fn1fFYlHNzc1515OKU7PcN+SIQzfWIcsbNklf2AwNDannn38+ZZco/v7v/169/vWvVz/+4z+uvvCFL6i/+qu/UsePH1df/vKXW88cOXJEvfa1r1WPPfaYeuaZZ9Q73/lO9YY3vEFdunSJPU4M47VBq1ar0amE6vX+SFdl0iENBFIGF1JkcXU6q358fcZuEnxIvZGVAlurboztGiMr/XP1202dl46FBSsm33RKI53eArsSbfJbj2+nZOKCE+C55hgjX1j6Jm4/Om2WDtjNtloPqtWqqE+Tl5Lr/JIfHPWzpq5S/JXIVqye+za21WrVmUZNCu7cXMG9udHwpWCQrC1H3n0/mFA/VlHrpOXBTLHmW8sQeXXNk2MLqM1zsVhUW7ZsUcViUWyXpbKLbXDNHwztdDSxqXikcZjrh0qqb+7LEC599TqdJslsh6UctOWqVCq1pVozdQ5LQ1Eul1uyoNPxuejgzEn/v1qttsU4mtaRkREFAGrjxo0ddPp+dDFl3o6hGo1Ga/5Sf2KiF3FQVuiXPZUPmk4z1Z8EXL2nbIxOUbh169aWTMbuA+t1Oh2S1nluDIjJulS+NT2FQqGVHtBM6cU9IGHqIEe+pL6E8+MkRgsGym5iY6XwP2YfHJ+v18SVUkkSf5lzCdljhI6dAvZYIfP2rVnsXtTXPxVzmXGvK20YFRu7bImPVsr3+2TE9smhh7K0Duo0ZtK1cfHU1FtX6mSsbzN12PDwcIs/3L6la6L5rdO26n0aJ6WdLzWZaec4ewy9ny+VSh2xm20vNQ90bDU6OqruvPNOb5zIsc8UYtrm6I7dXjcp0b7ne74HvvzlL8Ptt9+estsO/Oqv/ircdttt8Nu//dutz97whje0/q2Ugo997GPwS7/0S/Cud70LAAB+93d/F2699VZ47LHH4N3vfnem9AG8kjbiypUrUakPAPonXRV2fRLAfw2YeyU3q7QCKoOr01n14+tTmtJDitAr0amArVU3xs4yxQ8FV7/d1PmY1FSLi4sd6Rx0SqNDhw7BkSNH0CvRWLq1SqXSlpJJku4nJj1ijHxh6Zu4/ei0WQMDAx1ttfwvLS3BiRMn2H2GpIPh0I1dlzd1leKvRLZSpRjR7e3/Ly0tOdOoScGdG6YvWNoBX9oHydpy5B1LxWJ+d+bMGVhdXYVt27a16RW1TloexsfH4bnnnmPpcUz6ImyeoSmsZmdnYfPmzXDrrbfCb/7mb3YUiKXGc/Xpgvn8wsICnDhxAhYXF2FwcBC2bdsG+/bt65CFmFQ80jhMp8uz197Vty1PPj/ho8+VJslsh6V/teXq3LlzcOrUqVaqNYBXdG7fvn0daShmZmbggQcegM2bN4NSCrZv3+6kw8UXkx+PP/44DA4OAsAr+qL7+8M//EM4d+4cXLt2rYNOV9okW+btGEqnHLl48aLYn5joRRyUFfplT+WDps9M9ScBV+9dabHGxsZgaWmpJZOx+0BXOiQs3Y4LmKxLbaOZGhAAoFAogFLK6bN9OihJ3cf1Jdx0nVwf6Eqb7UqHHMpje64un6/XxEyBGbovs+cSklKUM5+sYI8VMm8Ad3q52L2oTyY4qQixFL++lGjc1GoYLZTv98mIHe/4Ur9S6wAAbWnMXGlwzb+xfrHY3ExPKPltw0wd9p3f+Z1w7733dth6V9/SNdH8Pn36NJw9exaKxSIMDQ2xUtq5ftvT/NB2bmZmxrvH0Pv5O+64oyN2s+2l/rvZbMKpU6fg6tWrsHHjRti8ebMzToxJjdiLtIrXE9ZL3Eci5dufP/qjP1J33XWX+u3f/m114sQJ9cwzz7T9SYVdu3ap973vfeqHf/iH1bd+67eqt7zlLeoTn/hE6/vl5WUFAOqLX/xiW7vv+77vUz/3cz9H9nv58mX14osvtv585Stfibphw01vsB4RcrIqVZ9SZNVvN8bynRqnng2lg3O6Kwu4TpLqU6O+q8PSsaiTKVn03w/gyg6nHzM1FWXnzJPa3DQXPnmn1g47dSI5kZhCV3wy7Lq6L+lLSiN1IseX2gibaxbp6qhnfbTYaWJ87V0+OUQGbN666LVTudk8N+1bVrZbcnU/5IaNqe/c2xmpwVkTzmeUjNlj2bwKsXNaLu+//341MTHhjRlDZZUbr01PT6vJyck2Wjj2U8uTKeO+FIY2n+30QByd5qQvaTTa04JJbZfEl2C3iqjPTZg3rfRzZhsqBvLJvJ77xMREq+9u62UIQu1gvyFmHlyfmHpszD75/KYv/vHF8CExD8ceSHSdSilUq9XUwYMHSd1ZXFxUExMTamJiwmmLOP5A+m9sDCrm8/k1zhqk0EtsHK6vDh2r2zqUVV8hvEs1B478ctvZ9GE+LDStqpQW+3vXLQYzRjJTpWI3jPXn2vZha0a148RqLjsbEu/XajU1NzenRkZG1O7du512lBPTYPT69scx9l/6PZfGkJiPosMXr/noS3HD5nqJrbJEKI/WTUq0gYGBjj8bNmxo/Z0KmzZtUps2bVIf+MAH1MmTJ9Vv/dZvqc2bN6tHH31UKaXUZz/7WQUAqtlstrX7kR/5EfWjP/qjZL+PPPKIAoCOP6GMr9fXx7X7HOmQes1D+1tvsuejN+V8suZNv/LeRVeMnLnSW8SkO8LoktBpPpvFmlB9Yp+7+JQlXOOa6dxctMeOn2rt7c9D0sRI1ozTl8lbTh+c8VPb/BR6KKGhF3LuoieGly4Zs/mK8TfUXvUKlKxIaJPYFQ4Psedj/UEMfH6USrMSYl9C58qlq5/RD/qQAil9YC94wh3T52e6EeNTsRfXL8fQztEvafyRVTwWOs9UwOjoV31PSVdKGe8F77IaJ7Wvi6GRay9sfXfNoZtxiiSGM5/V8zH/zbVlKWxsP6Bb8t2NMUPpyfEyQnm0blKi/fVf/3XK7khcu3YN7rnnHviVX/kVAAD4ru/6Lvg//+f/wG/+5m/Ce97znuB+P/CBD8D09HTr/ysrK3DbbbcF99cv16+azWbrKvvOnTt7Ssv1ABc/Q9ec6jO0v1Sy1y3Z8dFrpjg5fPgwmx6M/qmpKVhdXYWVlRVoNpvJ5xXC+1A+S9pxrr1L+etLb7G6utpKrcPlR7PZhJmZGRgYGID9+/ejtJt9uXRHr/OBAwfIuYdCkgYs5Oq+jRAZocZtNpvw5je/GVZXV+HNb35zSw80z5rNJjz88MMwPT0dpR8mL3z0299jV89nZ2ehUqkAAJ4mxjeGZM04czt37hwsLS1BpVKBHTt2AEC7DgFAS5anp6dJfpifnz9/HhYWFmDPnj1t/WDzovrA5qb5pflntj1//nwrtd/dd9/N4iWGSqUCx48fh927d2cS91A0mZ8DgJcnvn5tnh06dKjDLpo28/HHH+9I8dJsNmFlZQXK5TJL/iW6EgK7T8o36jkdPXq05SMpPmJ816kwZ2ZmWrZ8bW2txQezrebP/v37UR7aqFQqsLCw0JJhLW/nzp3z+nKOLHDky+dHMXvr4p9pH6jYz5YlLt0+uvoNXD6vJ8TMw47LtNzbPjHL+JyKlymbaeowtp52jGn7dUpH1tbWoFAotGwFd//li/ebzSY0m00AABgdHYVbb721g0bO/oSjXz4fLRnX5BvFDxvafk5NTbXx3KSDs9ZcUPYNkxWbFxJkqQcp7VCKvjAfje1vMJ7E8ikrm2z3G+KrMTvi8q8U7BjDHk+nb7vvvvvg2WefhXPnzsHJkydhZWUF7rnnHjJm4v7mQI3vmj9AZ8xr65ap2ydPnmzFW/rZubm51p5b/9vFf03nnj174FOf+hQa37liat/8UoMj+5w4N0SXzLm/7W1va9tn+fxTFrheYqss0Zc8Sv4KqAt43etep37qp36q7bPf+I3fUDt37lRKhadEs+F7U7ZerpX189vUWB52aw3McVz8DKUn1RpxryxzrxxL6cp6PaT0pDq5lvpqvt1f6PpL2nGuyGNF/EKvwWP0cdtIixbqMXx8zTo1APf7EFrq9c5imKFXvnURT/O0k/mdj/8hfPTZTVcRXKw9RgM2hm3rXKkBpNfw9XjT09Oof6jVamQBTapgpl5ns3hlqB1z+S3z/6luW7n4n8InYPzWn2vdcBWx5dLNtc+uuWH85hY85six1B7b8uabE1Xol6ITKwBeLpfV8PAwWjzaNT6Vjs/koU5/RBXGxSDlkY9WDnwyootr67RTWLoLPb4t05pXpVKJtJ1U2jgqJuzlfqaf9yq9RK1Wa8mIS4dSxal22hVsXThr5Wtn+33MxmkfOjQ0pAqFQqsgdowtNsfRNqRQKIhuy2YBybj6Wc6JdVfcx6EhlB9mLF+tVlnpKzG6Gw13ar4Q/5wFQlIWYTRy6XbFFCnXMUuE7pVc8az5jPRmqS/W1rpTKpXU1q1b1datW1v+11Vw3rZ7+u/QWNOMCbQNxWJebA9A6b9EX1x9ufZzHBnMQm+pGAobk7MmIbqE7bOkfXF50wvbFzpeP8SeqbBubtgAACwvL8PHPvYxePbZZwEA4K677oL3vve9MDY2lmyM7/3e74UzZ860ffbcc8/B61//egAAeMMb3gA7duyAT3/60/CWt7wFAF6+LfOFL3wBfuZnfiYZHd0qxB6LvnxT+E9IXWg6K7iKMKagJ9UacQpWmgVwfQXzpHRlvR5Senwn2ro5L1cRyND1l7TjFKFUSBE/rkxx6OO2kRYt1H/b/YeMz0FIkc2QZ0xMTXUWwwwtdq6LeJqnsHzFOGNo1/Sbf9v9uYrgYu2pQuX2GJwiodKi7LYvWF1dRf3DzMwMWUAT0zXdjiq2LrVjLr9l/l2pVFo3bLh9Y3DxHyDeJ2D81nqudUMpRRax5dLtsyOcuWF85hY85sixPaaPz7a8+eZEFfql6NSyo4wC4BcuXGjF/va8XeMfO3asdTPTLK5q8rBWq7X6xwrjhthll05itHLgkxFdXHt5eRlOnTrVMWdzXFumNa+uXr0Kd911F0pfrVaDp556Cmq1GjzxxBMkXf2wn+nnvUovoZSCixcvwvLyslOHUsWpdmFjbF04a+VrZ/t9zMYppWBoaAhuuOEGuHr1KoyPj7ed2Dbp5tpicxxtQ3bv3g2FQsHpb7OGRP6pk/QYXHEfh4aY/YmO5T/3uc/BM88802GHXDDXdGFhAU6cOAGnTp2CkZER1D5KZCILhBQF9xWP98UJVEyRch2zROheyRXPakj3klQ/5v+17pw7dw6eeeYZGBgYgPHxcXjuuefQmB3rN+S3AComXVlZadlQpZRTlnw2Q6Ivrr5c+zmODGaht1QMhY0J4F+TEF2amZnp2GdJ++Lyphe2L3S8fog91wVSvv2Zn59Xg4OD6q1vfav6+Z//efXzP//z6q1vfavatGmT+tSnPpVsnKeeekpt3LhRffjDH1bPP/+8mpubU0NDQ+r3fu/3Ws8cOXJE3XTTTeqP//iP1dLSknrXu96l3vCGN6hLly6xx7lebtj0M2J5mOKku+t536lWu62v2GNKOn2F1qn+zbaxRc1j59HvkKy/D+ZJ116cbrVPq3GKPNt0U/256Oc+lwK+ItQxp9mwfkJPu8eOG2KffGNKbJTULnKe8RUlDulXKdUh61jBXV+xYp8Mc0+xY99xb/yE2KJQ/xc6BuZbzIKmUj74njXb2OssvVGF2Ue9ni6/KpHbGL3B2pqf+eIBn23UoObuK0Rtjx+qP7ov6rYJRQ8nrvH53Vj7irXhyJ+mXRcy5vovjO821tMNGxdS0Nfvc6QwPz+vRkdH1eTkJKpDPl8iOfXvuslAITTekdq4VHuo0D5dfiBlvOejz2X3KRtRrVZbfqoXus/1PyZs/zUxMaEmJia8fcT42RhIdY0aP0RWQujvB5vqs12p9jepYdtJyTr64iEMoX1JxkplF1LJRIitD20bwyfzc4n+S/kk6b/bsU6v7VC/IMsbNklf2LzlLW9R73//+zs+f//736++67u+K+VQ6vHHH1ff8R3foTZt2qTuvPNO9YlPfKLt+2vXrqkPfvCD6tZbb1WbNm1S9913nzpz5oxojCwZ3w8IMRb9qlQUbfV65zVU10bafB77vwuuZ3396O/tVC+uscyrvpygR38mmVMqZBF4cZxXrMxKeOUbK0Y+UkOPVyqVOtLY2EELNzWOmarG7MOX6soFaeDk4iPHRkjR7XVzzYFKjRBj500dq9VqHWO4xsVoc9knl5xhGwnXj7om7HQy2Jphn5ntTNowfnLkjrJ9XBnSz2l9ovhJgbOZM/t2zddsb+q36Ze4RXHNeUlT7Jj/p/qh1tuU20ajoUqlkhoeHm6lTODGAdR3Lv9Epd6y9U1SyHV8fLwjrRbGH46cmX3pdB+2r8DowFJ22bakVCqpXbt2tfF+dHRUbdy4UZVKJZQmzg8JZgxVKpXULbfc0tJ56kdoblzG1QdsTTDb6EuHiPlRlw7az3HbUrzsR6Twtdw+OD/edJNvdioV23655mWm5dQvl10vz0PitXq9rnbt2qWKxWLHISDzmSzSPof+AMdZP64fcPkA02ZwU3X6fKL5Pbf4ucsfdyuOle4DbZg2nmODOfORPNvPv5mEjGXPPUUfocB8HycGCqUFi8848mnGMT47adtpcwzMFqU4GOpaQ+laceya/bnkILFkLuaez+S97zcAif/2zUvH1lousdTMknTimHy4IH0+R/exblKiPfvss/AHf/AHHZ//5E/+JHzsYx9LORT84A/+IPzgD/4g+f3AwAB86EMfgg996ENJx72eEJpOh/t8N0HRhl1DdaXG4VyzpeB61tcPlerFNZZ51deVLoWb3iVLcFOw2c+7nuNcP4+V2ZRXVWPkIzX0OM1mE86ePduWxsa+FsxNjWOmqtFrDADeVFcuSFPcuPjIsRFSdHvdXHOgUiPE2HkAaOnYvn37YPv27W1jcNI8UbJh2yeXnGHpe6i0STaUlU6Ge73dbFcqlVq0cVOx2bRTto8rQ2YKAp0OCuMnBV/qDYBXdHVmZqYjVR42Bpb6QPslszi0PQdqXr7ULhz/jBVbtZ+x5Rbg5XS+Fy9eBKWUKA5wpbCg/JMiUm+Zbfbt28dOSaZl4vTp021ptVyy7upzYWGh1dfQ0BDcddddcMcdd7T5CowOLGWXbUuuXr0KQ0NDbby/dOkSbNiwAcbHx1GaOOm7zBhqeXkZVlZWWjpPpdPhxmVY6khzbKqN1lPbNlLr7/KjLh20fbZpa1xt7fb9FtebSOFruX1w0sd2k292KhXbfrnmpf4ppdjY2BgopZwxMyc1KYapqSl49NFH4fz58/Dggw/C9u3bASBdnGXTyEnl51vDkJS+vnRJrhRDvpQ8WH+UTzS/twuEU39jfYXsc2Mg3Qfa4O6TU+3bbfTzbyYp0hSnTnUsAeb7OHvPUFqw+Iwjn5w0pNicXGmsY/XCpo+bGtIHjl2zbS7mX0L1AIsfV1dXWzEpFo9xZVqSitDeb+rYHEvN7EvBZ/sEbprkkOdzXGdI+fZndHRU/cEf/EHH57//+7+vbrvttpRDdQX5DZu457uJRuPl1CQHDx5E3+6bb8d1ShzqJFgvEXsSIbagdkpQJz/tFDKhp99cJ5gl/aRCFmNlraOu04rSk6VYmjUJPb6TwpL56s/N9Fexp5j6wV66UndRp6pj6LZ1zKer5r/NU+1a7yn77Ftj7CRctVpVExMT3pQE9k0cLj+ouUvlR/NhcnJSTIOLNkq+JbpizungwYNoOiaMh1iflC2JPTXoslHcOfpO/TUajdb8U8UFlNy6eMLxab7xOLfOsLY2j+2+OCltfP4ES1nmm7O5Nnpslx2cn5/v0Dfshk2ofGrbY9JD6UGITvjsuQ0s1SqWKpCyEVJ94vCn3+JqKTj+U/p5atqwlIA+eji6xom7ufFfirna9ErSVbp0kpuCKcaPSfUttM+U7VLIr29NUsYE3bI3Ib5ZEruE9Mf9Lrb/2LiEu5fX8Ya9X7CzonB8o29cX0xg/k5hy5sZK2IxFycGsGMtSSpXHx9D1gnrSypr1PgcO+h7xpQRV3pHH60c+0/Ny7XOXJ5iewJuWuWU67te0C37ngrrJiXa4cOH1U033aSOHDmiPvOZz6jPfOYz6iMf+Yi66aab1Ic+9KGUQ3UF1/sLm+sN9Tp+HdH+vF7vfkqwVyMoPtuf5+tBQ8qbbvCSu64x/abqq1gstqUSiaGzH9YC65P7WTdgjlsul9WNN96oCoVC1JrG2JGUvIlp50tbEopUOkP5Tu73Ni3m/zmpzny0xaQn49Cekl7JXPoFHLp6aVM4+iNdv5j1xlJUSdL/Ze0TqO+74cP6Vca7haznn1X8FTt+VmOl9p0c/cTSh2XpFyTIOn5Jsb7dlpH1IvdZym6W4MZQVFtObIHpuZ1e1/7b5dMkftH3vSu2HRkZUYVCIdhGpYy9UspHt/1Yap5l0TYWsb771Rhbrbc5r5sXNteuXVMf/ehH1bd927epgYEBNTAwoL7t275NfexjH1PXrl1LOVRXQDF+vb3xc+F6mwv1dt93SjxkrH7kWz/RRZ2Y8BXJ7BWykouYE3HUqXeq75Qnz6QnlyQnRbC+sqAdKzAfsx4hBcZj5Rzji33CTNMlOYFm95+iqK/5jKsop4QX1Pw5diSlPvqKMUtOnYUU4MXGcq2zRH85c7NvFfjmr+USu1Xla++SFVcRdUwmuLdOTJshXecUOuRbP9/pOqo9R0ZSnFjlQDJ/c86ck42+NeDMnYtQ28a9HSCBPQ/b59m02SeZY21+bJsUPOglUspVyHgaLruYcg25fsb8LvR2Ckf3OfaKq5+YD1hcXOy4zWvSF3PaWbI2Ibw0aeSeKOfYKB/d3Hlx+uaOFVIfNYT/0rWWjif1kVnRbfdhypFE7rk3c6nYjbphY36H7ct883bRZdODyaSObfWND9dN6pA4HesH28/az1N7VG7MRNld33pxYI4X8ztQjI5wddBe/9Db65yxY+xlyuf7Ed2aQ6px1sULm5deekn9zu/8jjp//rxSSqmVlRW1srKSqvuegGJ8vb6+3vhpYAIZOpf1YAiyDG76lW+9ks31zDfdt7TAIUYbNr/QOdfrr5wwogqVuvqmvuNuIKanp9XIyIianp7uaOeimVsUr9FoL3Ar+UG8V/YnRr9s3nADd3NMSlb1M9gp0Hr9lYLAWKCvC2CXSqXgE2nSQBSbE2cTq+ftO+2KyQo3hQzWly4yOjw8TJ4ytAuJuzY1HDly0We39/l28/taraaGh4dbBdm59FCF0l3g2ANzbe+8805VLBZbP5D57JrU9nJtmHna026DjWPqUGhRUN2vtvXVarWN3z5/YNOF6bW9HhzbYiJ2wyn1V7E+jDt2yA8AEl+A8Rbzf2ZKKe7LFP3jh5Y97Fap2aZcLrfsWMytgdAfbWys1/2UBkU/Zadi9yVUe63v1WrVa6+wfrG+OLbeNU8t31rObLtl+2ZT5rmxJPWcaU+177Z5Y8L8AbdWq6lCoaCGh4dVrVZTxWJRbdmypeOmtuvWAdfXYHyJfdZFo9RnSvyq9MUc1bcZr3LtA5c/Zn9S2xOiu9IxfM9L7W5q++qT+9Dxpbw1bRQ2hotPtu/lfmfPa3x8vLVnxV4+YPsV2067DpiUy2W1a9eulm3TN3tLpRLJK5c/su2k3guMjo625kvFv7ZtdtkVF8+k+zcpKD8oQb1eV8PDw6pQKLTkC7tJ1W1I+bLeY6tuIhWvsnxhszFVLZyNGzfCgw8+CM8++ywAvFxw6npFL4q2p4C0WLK0r35DCI3cNv3Kt17J5nrmG6foOZc2bkFzDswCdkopstg81TenYCAAXZB4YGCg7W9ukVZuUTy7wO2BAwfQwtBSurNEjH5hhc45xXPNMSlZ9RWW1QWBa7UaPPHEE210qX8qfD0+Pg47d+70FuDGvpcUdqTmZD+D9a/n7StQ7yvE7eI31pcuMjo2Ngb33nsvWdzZ/NtVdJ4jR5LioT7fbn6vlIKLFy+2CrJjhTox2PPjgGMPzLW9fPkyfPWrX4WlpSXSFlPz4therg0zC4f6ipqaPBkfH4fnnnsuqCioXZR6cHCwrW+fP7DpovSaKlbO8YNSPafmyPVXsT6MO7aLfo4N8wHjLeb/nnrqqVbRdl8BYrNQ8ZkzZ1pFkP/jf/yPcOTIkVaBervNhQsXWnZs//79Tjvqm5OrgD0X63U/pcEpRB8bu3Daa31fWlqCEydOtL4PkXuJrXfNU8v3zMwMPP744y3bpsezi22bMs+NJannTHu6vLwMFy9e7OCNiVqtBk899RTUajW4++67YWhoCMbGxkApBZs3b4Zbb721Tad8Baa5vkbTmPJZF41Snynxq9Ki6VTfZrw6NzfX8YyrLx9/XPPxIWQfmqrQu0mDxO6mtq+cwuoh40t5a9oobAwXn2zfa9NBfWfPa2FhAU6fPg2nTp2Cbdu2tcZx7Ve0DdG2iNIZTcelS5datm1mZgZqtRrccccd7L2BTa9pJ/Ve4OrVq3D77be36ZAd/9q22WVXfDZMsn+TxhWUH5RgamoKjh8/DsvLyy35WllZgbW1NSgUCj2LVaR8We+xVTexLniV8u3P3r171Sc/+cmUXfYU11tKtJR0x5607AZiT7JlRVPqomGctejGvLLqPwue2f3H0B6b3gijJfQ2gGQMl1yYPMdOP1L9cWil5ii9YSNNv9ZtYHxw8Z6zxqFy4CoInEK2YvyB9BkO30z5oORXIqcc+4OlEtHX6EPS6EnWxfWsbT8xeypZg5Ai7a7nTb5JbamLJkouOGtprz22hthaSdOFSOfkGts3T1+/Ibqqx7n//vvV6Oiomp+fD5ozZyz7O1O/uSlRKPonJyc70v1JZMtn/zh9UDdsXOtlpmWJSTsYglRxWQq57Hdw9JXji1zrxrXPMX35bI0vtaIt4zr12OTkpLe4uIS/lL9z9Wf6nhR6ksp/28/FpvfOQp9S63DMnoprm6X9mJ/FpjuMkS+J3V1PttP06Zx5HTx4sCNNof0Mpfe+2IIrw1T8YMcn2NjcfTU3tnXNn5q3y55w6XTRy43BJPPj+koX3zj6K7XfknTFUqSyOzmyx7pIiaaUUr//+7+v3vjGN6r//J//s/rc5z6nnnnmmbY/6w3XW0o0jdQbNbO/9c6bbiA1j6j+9Oe1Wg294tuLYE4SDGlI+dXteaVcT91XbKqS2PmbczL/jQVbUtmq1+lUFxLaMb73ywbF5gs34NK2NTZXLoUYnqUKOqUbD/2c9jnVarUtpRelf9VqVRUKBVWtVoPoleq1maJB4hPtZzHdCLGbknlQz2D962enp6eT6FoK+471QfVLrRNGE1bkFusndC5cuDaEnLlTdto1Hmdt6/WXU0UMDg6qjRs3omm4sP44m3aXn7DnyF0L+zNNv05/ZI6F8ZDSaSqFVGx6jsXFRVUsFtWuXbvQdaPG5fibfonVfTGPloNSqZTZoZ1ewyVrMeDaSgq2fGFtzfRhrj5NG2TaVSy9kivm9EHrtKnPHHtj0mnrTkzsEvo8NTdOoW7sh1f97yzjSy7dsYjdJ3Dgasft0xdf2PurkL5C5yBFN/ZWXHpNv81JUUXZV+6hGLMPM+WefrFopvDV7Wq1mhofH1ejo6PqlltuaUtB3A1oHknSllFyKbF/ZtyGpde1UzJjfHXBF/P4YsqJiQlVKpU6+mg0ZDWDTRky08xy7IUrnsfQL7FaluiX325isS5SogEAvPvd7wYAgJ/7uZ9rfabTNwwMDMDVq1dTDtczrIurUw7Eppeyr5oCgPOKdY52ZHFFGevPvN6KXfHtRVq7kJQqUn51e14p15N7ZdiFFPOn0gbYfVPXx33rSaW6kNBOXYPvh1SNNl+4KSO0bV1dXW27Yp8KMTxL4Tfs9tK0ZAAAxWKxLaUXpX9LS0tw+fJlWFpaEtNq9sfVQWWkaPClHTFhP4vpRkwqKs48OKmn7FQzq6urSXQthX2XpNOi1glLd6XtMGaPFZI2KKv4R5peD0tZw0nzYY7HTTO2srICL7zwAiwvL6NpuLD+fP/XfbtSIplz1OP61gJL86NTXSwtLbWNRaX9wfrBZMH8f2h6jlqtBufPn4cdO3ag60aNy/E3/RKr+2IeM/XM2bNnk/vEfoBL1mLmGpsG25YvrK1SqpU+zNWnaYN0irRKpQJzc3Md6ZXMcULSwKysrMCTTz4pTj+r6bR1x25vPselK4u4nOO3TdoBINP4kkJqWxO7T+DA1S42zZfLN0n7ciEl37uxt+LSK01RRdlXl3+kUuGaKfcWFhbgqaeegitXrrSlOtXp0LZv3w7NZhNWV1fbUhB3AyFpy7j7fldfZtymlOpIr6uslMwYX1088sU8ur3L9zWbTTh79mxbH7Ozs3D06FG4fPkymjrcHgPglVTbZppZjr3odVrDfkS//HbT10j59ufs2bPOP+sNWb4p6wX0G8z5+fmoFE722+F+fTOa5Sm1XiGEFs7p7Jg5StrGnBRPTQ/nOddJtVh6s5IrX78p15pKXeA7kRMqB5Lve6m31GkfzjV4zglIDn+laRNSpVKh6I85pWrOh5t2an5+XhWLxY40Ta4xubygaPSdyMXo1qkAdVoY7Z/N9HUSfYnlsy23dpoKk0eSFBap6IzxgbbsxPbVDfti6hRlF1Lb/BCf7tJLyh5S/9fgpsZJ7Y8xXXXR4kqnJDnRzvGv5jMu/8sdtxd+UuKfQp5f70ilr7H9SOwxdSNF/zt038mNnWxQOqn7pHyXbz5Y/y4e+j4PgS+GcaU5Mu1CSJojjIZu25Be2CwfDSHxjKRNaAyXCj6Z6+Z6YLotSZ8oTZFot3f5X1sv9O0bM3VbN+IxbKwQ+24+Z9pgzB+bz+l0rdgzrrY++eLaXez/rj1ko8G7YYOl2sbm6tJtanyOXF6vyNKGdNM+rZuUaNcbrrcXNvV6fLql9QQ939h5puonBbKiJabffuKPBBy6zWeof2c5fhZIOa6kr27zrJ/lMpY2rL0tn1iqkVQ0Uc/qcbmpCrKEi0ZfqossfCS1JjbPXGm4uONw04OFtA2xg1yasvZvKda123aFw+9e2jqTt1Kbw+27Fz7SngvHbmBrlNpncfUvRjezRoh/ykGjH/Y6vlg51vZK+/HNJYsYLEW/MWNLx+fyCON56v3QekOMnaf6CO3H12fW6PaY5XJZDQ0NqXK5nNwuSJ/zIcUax+h0KlthPu9KXxqzB+XMKXRdbHpi+sHWkxMv+tZC9/Fq+Y22W+imfVo3KdF+93d/1/n9j/3Yj6UcrqdoNput63w7d+7sNTkshKZbWo9zBUh3jVDST9a84tIipQPrl9vHer2uGZoqaGpqCs6fPw8LCwuwZ88eOHz4MMojH//svvXzpn6a7Xz9cb+vVCqtcTlr7HpGsvauZ6kxms0mzMzMwMDAAExPT4vk1Eeb2Q4A2sbZuXNnR7/28yFrga0BFyYv9u/f39Henq9OGdBsNuHBBx+EQqHQmhsGs71Uds3PJakKuMDo8elLpVKBhYWFFq998wR4mWflchn2798fnJKQgp2iQK/n2toavPOd7wQAgEKh0BrbTMdVq9XaZNM3jp7/4cOHoVKptObl0xu77dTUVMdam3zdsWNH23cmzP6xtaBs6+rqKqysrECz2XTO1SWj9nd6/EOHDsHnP/95lk2g+rR117ZRvvUJ9c06fZC9jvoZLt9SQ4+9uroKd9xxRzK9bzabLbnFdCBFrOXyHdqOaZ66/IlLJ7h+vtlsQrPZhMHBwQ6bZcLsT8chlUqlrd+5uTlYW1trkxVKTlPEbyEybadruR7Qq71SlnudmH2A+e+QNL+mjwSADt9sy7wp25hNNOcSwzPTNmG2GOs3JH4PiW2puAeDjwem77HXzuWXfPGvdG9DIWTPJOGza1x7/bHYydeXuVaahj179rDXj6LrnnvugdXV1a7FAiG65Npf+WiemZmBWq3WSoXKie2ktEr0mPKtlJ2Q6KhNi3Rv5pqvZI+sbaqm37QHdmxcqVTgt37rt2Dnzp1wzz33iGyhb19CxcA+TE1Nwblz52Bpacm5d/H9FmHHVboPHc/oWJV6DhvT7iOL/eerGanio54j5dufm266qe3P1q1b1cDAgNq0aZP6lm/5lpRDdQWuN2Uhb+yyuJbVjate6+X0TD9c2TV5lWrMkH58a+a7zt5o+IsU98O19G4AmyfnVI9UFiSnV1zt9ff2mNj3nELU1Lih17rt674mHXbhQezkCjUvbtFCbF56HLNQreukUr3uL4htfq/7w4ow+vhl80IXbOSkh9Fttm7dqgqFQkehRmwce66hCLEPVBvXaSWXvuzatUsVi0XyirvZr10MMyWwK/3VarVD5igaqZNqrjQANn+mp6ed9oDii+Q7kwYt69PT06KC95jdxFIEmDpmp5Gz9YxrI1w2lCp2KjlJ6LO5Lp2R2n9ff9xxOahWq6pQKKhqteocQ5KmsVQqqeHh4daaDQ8Pt9kwaj1cfUrtnB6jWq2K5MYFWy91ig0939BbkVofisUi2o9ETilI7HMqrKc4s9t+k7vncaVnocYJiVm4KQy5qNVqqlAoqK1bt6J+0tQlTLZtGyGNFSXy7uOnb2wqxnHFmRi9El8rXS+uDcV8OBZTu/rggBMD2p9jfkM6viQ+4vp031wkdKU6oZ+l7bX5JOGbqx8p7DRVrtSzFJ2lUqllo0z9pvQ3dK+B7ZXt2DjWBnP01UeT1jFqb0PZB5/9irXfVHuujfL9FmE+59vXcbCeYp8cL2Pd3LD5+te/3vHZ888/Dz/zMz8D/+7f/buUQ/UcIW/ssiiq1E+F4HoNTiFJ7LuUMHmVZeFQCR2+PgHwgpq+IsWvliJhruJ1rlODUlnw9ck9Daf/poommt9zClFT44YWXbULPZp0KKU6aPYVTtSfc4sWUvOyC9X6Tir5CmKb3wNAqxClXYTRxy+bF08++SQsLy+zCjDrNn/+538OX/nKV0BZhRqxcbC5hiDEPoQUaXXpy6OPPgrnz58ni0ia/c7MzLQVw0xp08x5mYVK9+3b1yZzVCFQ6jS6q9CmzZ/V1VWnPbDHDPnOpEnL+urqqqjgPWY3seKwpo49+OCD8MILL8CDDz4I27dv79Azro1w2VBFFDt1rQ/GGxcvXDojtf++/rjjcrC0tARXrlyBpaUl5xjcQquzs7OwvLwMFy9eBKUUTE1NwfHjx2F5ebljHTCbRvUptXO676WlJThx4kRbWxMSe2nr5crKChw7dgyuXr3qLFzr6sv0SS+99BKMjIx09CORUwoS+5wK6ynO7Lbf5O55APAY3zWObcc5c6rVavDUU0+R/lYKpRQMDQ3BbbfdBoODgx1+0j55bcu2bSOksaJE3rkFvamxqRjHFWdi9Ep8rXS9uDaU2vtQ+hGqNyF7JsxvSMeXxEdSnx5yE83uL6YPE1naXt/+ijt2rM01Y8wzZ8604sxt27ahcQpGp45LxsbG2vawlP4qpYL2Gthe2Y6NY20wR199NO3du9e5t6HsAwA47Ves/abac22U77cI8znfvo6D9RT75OgCkr8CQvCXf/mX6o477ujGUEnBfVNGvQV1nX5NAcmJxX5EFvzgnDaT9OUq/uV7JtX8YvrhyGbI6Ttu37HzyepZCVL0m/qkM2fNOOtgFl6VyDwlNxyazWLl5qkmbrG9ULnrdh++orUx/VPFCfV39gkxe61D58yl0Uc/Jbs+Wyopxtho+ItI2s/bxXpT+VdzzvYJOKne2W0wHeb6qyzsq88OScbUvNI3Zyi5sG/YUOvn64+ai1kkFNM5rmxyfSM1BvZ/Sk4l8ovNUyIfi4uLqlQqqYMHD5KyZ9slF32NRmexXps3VOFbam5m0XOpLNt6Zn7Htaeuz6vVqiqVSi259K0/xlstm5SdT4EYX7GexuwlOPNNEatxbZGE75gdSBVfUH7TZaeouMflCylb77PNkqLnkj1ZFj5aI8UNmyzapO4rlJ8p6Eoh/70qQt7N8bXtqFarbN+eAmZ8UCqV1OTkpPOGDRaLuWImyvaGzA+TY+yGjWmDMXpc+yIf/a7/67EnJye9+3mXDQ61oRiPXPZfGl9RNh+bp8vO+9a+13qfIxxZ3rDpygubL37xi2rbtm3dGCopNOO/9KUvOZWmXu9N8UFp//228dH0S1MZaaQI3vT/bQOqaeOkvMqiQFiqtbJlpBsy4JLLRqP9yquPHgn9WelbN/WGOwfsOW5bcz5mG4nMx/LYHqtUKonS21DgrlW97k41EbPmFI84fXI289RYi4uLqlgsqptvvlkNDg6q4eHhIPng0Kb/7UuXgtGN2X0fbT7ZxGy6TjE0PT3tnIMddOu/9bV+O82KVDa4a+ryhzZ/TPnlpqzB1szsl9rEmPxIEW9w5NAlX9RmBuMnVQgUkyPXJg6zk5w+XXzAYKbLc6ULsenB5NTnh6m18RVmpV56ucbD7C1FN0ULNi+OLGHrg7XzbeJda4CNZ3/uSq9m02jLkq9timK6IZD88JGDBjc20PsUM92k3U76Y1QKX2bC9ilYihvOD1IS/XPps8tvmXZJpyjVsajWJ7sfM5WhxC9K9joc+ySBNK6U9Bn6okoyNjfepJDSJrpi2tQ21xdbdAvS9KMhKJVKasOGDWrz5s3qpptuUrt27WrNF+N5iPxg8m/bVB+PqbXGfkfigjsX7hgmjVhayEKhoDZu3KjK5bKXNm7co7+zU3CH7gO49kIap2F7QNcY9XpnOl7Mx+3atYuVAk3zyJUyrZsxXErk8d86Son2P/7H/7Bv78C5c+fg4x//OHzv935vyqG6ikcffRT+9E//FABk6RCyTBMQ0n+/Xa8LTWWkETofLI2MnaqDc7U49fVjF42hCL1mHAOXXNpX9rlpBEKvl6dAN/WGOwdfGgIXfNd/uWneYmDrzrlz5+Ds2bPs9DYUJNfoXakmYtac4hGnT+oZTmqOAwcOwPnz52FwcBC2bdsGY2NjQfJBAUux4kuX4kqhYdp9bronSjYxm65TKg0MDDjnoFMK2H/ra/12mpXQVID285LUfljaCC2/SilWyhpXihvMFtvpyCSpcVzz5qZZoGh1pVb0pVN0yREnvZxLn7iy6YJOZ3HlyhU0pRv1N5bqyueHqbVx9WXSqNPP6T58aWJse0uNxaWFog/rB8BdOBvjiS+lqDTuV470ajaNNq2+tr41ywo+nuXggRsb6H3Kvn37WukmfanOUqaKlqT21T4FS3HjSnVJjcXRP2wMl98y7ZJO5zg+Pg6lUqmlT3Y/ZipDSco46V6Hmg/VPmTsFH261tBFQ0jqP2kMopFyb5hVCmEMWf7GIIESph8Nwfj4ODzzzDOwYcMGuHz5Mly6dMm570+ROhKzqSF7b7svX8pXLn3Yc5wxTBpnZmYAoD0tZLPZhFOnTrW+c4Eb9+jP7BTcofsArr2Q+glXqlBKt+10vJiPu3TpEisFmuaRK2VaVvYka+TxX8ZI+fZnYGCg7c+GDRvUrbfeqvbt26eazWbKoboC7g2b9YJ+ffsZSleqdtxTCylPqklpTNVOcpIji1NTsScyuynDWi5c16PXE6Qn4rqJVOvqSvEgObHjsgchtHL7pFKcTU5Otq6wU+NL0z1JYNPP1XPXVfHYFCKuZyh+m2PbaU9c19s59GCfm2kebL5RpwZNukLlEJs/Z2xMP7jX/SXtfeDoMVVslSP/EvpjfZVk/tgcMJml6I7175zPQ+1MN+O8FG046++z61j/khS6dhszbUtsTCKN1TjPdDM+u57A5bWORw8ePEimnOHKLcfnYX7f5Ve489KfY6ksXfOQ7NOoVDtSP0V9H+oPQm1SjG5J7b2kz27esHHRn9o/Z8GzmPYheub7PjZeCH3Ohhknm6lLXf3Gyo9pT3021e4jJBZwyT9XjiXxhovuUL/BRRZ6Sc0D2y9x953cOXN86NzcnCoWi2p+fl7Mo+sFWdnM9YR1nxJtvSJLxudYf6jX3VdB++EKYyo6uP3Yz/ULH1KgXnenbFlvuJ7WhkIKHfU9F8LH0D61DBYKhZ6kvPHRF/J8yr5C0a0+y+WyGhoaaqUekMhBjP3xtY2dP9beJcOp9cXVhpM+pBs0xfDYlgM9rxQpwkJo7qXv6Jb8hPSZMkbg6BTmD1KOJ/k+R2+QQua4cTs2VsqYX2qzOfP26VEovesh7nq1IWZdfbKXFe+zkL+Y/UXKOYb2Z8fJ3QAVa3PkIUVM0otYyyXzKe16Cho5Nt5Oc+taw6xlvRcyvF7wavJj6+6FzZUrV9SXvvQl9dJLL2XRfdcQwvjr/U1i7Bt+yXcpkPIUVC/nwUXsSRROG+x0g35OWsSynxEi61nQ0A355T7DPSXEReiJjJB2XPpcxW19/VDyz50PdcNG3/LSOletVtX09HSS21KcNZWeQnTZgdSFbrOUBft56eksSpbMdaTsp8/+uOZtnhzECpCH8tT1vc0jzo0liocxtxA4OtFodBYj9c3ZJ7f295ybKBzZdflbe/7cYqYS+27f8KPaZHVzU6Kr+lnslC72rK+YrC+Oct2go9pQn1FrW6vV2k7/2nZD4p8kfE3pz1OiG2P009iUTnLjUp8Muvrj6AjmE6W3Lji3V7j+ENN9u6C5RF9CYyDOvEP4I413UtmDFJDaV+pzCV8o+PxzLD8pcNpz/YY9F8rfZTUXKR0p28Xqnflvl33wteXSpn25jjk5a0L59tBYS9tQLGuIZKwYm5Ii7rBpM28e632PHR/FZlDwPTc/Py+6YcNBL2MdLkLt2fWKdfPCZm1tTf3ET/yEuuGGG9QNN9yglpeXlVJKPfTQQ+ojH/lIyqG6ghDG1+v99yYxpbLU6/QpJ2ocF0+y5pe0f8nzHAdubjJiHJ9kTBu+goFSGjSPUp1iCHHq1xNc85cW2eTw3yVD9XpncWhX/+b/sbF960i10YVqp6en0VRctVrNSadvbNd32Bx9Y2mUy2W1efNmVSwWyXFdPzr41k9/rwvjlkqljoKKkhQ909PTqlQqtXhtyxyHnvHx8VawrH/UTWnzqTnpNdTFgm37ltK3YDYvpv96/eVCloODg2p4eLgli1iBZh9NlO7E0Mhth+mRyz/YsH2Tz1fZdC0uLqpisdhWoDZkjhze22Pbc8duU42Pj6tisUj2q/u0i4eH/MBSq9XU8PBwmw7az3GKB5sb3HK53Cq46rutFVIY2dbt2B9hNM9HR0fV8PAwOk/Th9jFX7lzofyQyV9KpkybaRblpcar1WqqUCi07IQNl0/uNrox9vU+P6XaZVrLVLVaZdkIuw9fDBlaUBzjhak/VMzE0XGKz674Rs/DjIlsXR8ZGemwtabdtOMLMz6q1Woo3T6ZwH6M9rXB4nJf3CH93IZEtqkfcznxvukTNU81jzA/6ZKzED30xY3U89hacJ43P+em2JbGX7aOp9w/S/rKwj7a49t6KRkrREcoWXfRStlcKX9s26zb6/0fJ46zbRqlZ5Lf71z22acrWciIGXtj8ZD2RS47o1/aTUxMsOUK89N6TSR64+O99ln9mM6+l/FYPyLLFzYbU9bD+cAHPgBLS0uwsLAA3//939/6/O1vfzvU63U4dOhQyuH6Ev1YLCplIShXodiQ4mJZ80vav+R5V/Ey8xldJG5xcbGjOGNM0U9qTBvKUzBQSgOniK9kPWMLCq53uOYvLbIpKeitYRfss4tDu/qPLZSKtTcL1Q4MDMDRo0cB4OUii5revXv3wvbt251F/kKL7boKvPsKCs7MzMADDzwAW7ZsQZ/1FY30rZ/+vNlswtmzZ2F8fBx27tzZVlCRW/hSP3v16lW46667YGBgwFmUnqJnYWEBTp8+DYuLi3Dt2jWo1WowNzdHtpPaCGpOeg0HBwcBoNO+pfQt3MLlkv6OHz8Ozz33HIyNjTkLNPtoonQnhkYu71wFeDmFcm3f5PNVNl21Wg3Onz8PO3bsiJojh/eu4qWPPPIIzMzMQK1WaxVy1brx0ksvkf3qz+zi4SFFopVScPHiRVheXoZarYYWgvbx1xxD27yxsTHYvXs3FAoF5xxCCiPbug3Ai2kwejUtCwsL0Gw24cqVK+g8Td+6b9++tuKv3LmYfZh+yOSvSxe1zTx79ixs27bNqW9KKRgaGmrZCRuSosBZoxtjX+/zA2iXaS1TS0tLcOLECQDgFW3nxpAcm4DBFftVKhWo1WpozMSJ7UMKe2v6zZjI1vWBgQEAaLcxpt00abXjI6VUUPHsWq0GTz31FNRqNXjiiSdYbXyFtLG2VJ9cmQ3Z+y4sLLT5GU68b/pEzVPtazA/6Zp7iB764kbqeT0n6dqZnx87dgxWV1dh27Zt7KLxHNpsHU+5f5b0lYV9xIrPm3opGStERyhZd9FK2Vwpf2zbrNudO3cOzp49y4rjTHpdca7k9zuXfebarZQyYsbeO3bs6BhH2xftk7D512o1OHHiBNx4443w1re+VWQHATrXSqI3Pt7r/QFHBruNXsZjrzqkfPvzute9Tj355JNKKaUKhULrhs3zzz+vtm3blnKoNnzkIx9RAKDe+973tj67dOmS+tmf/Vl18803q61bt6r7779fnT9/XtTv9VLDplu3FXp5KyLlLQ3uiQr7pgJ28su+aquvxHKKffo+12/1sZQ3nL6oPrNaQ8mp4V7KUghi6O32/H3rzR2bI1dm+i6Xnrjoo4qwS+Q6hHbq5GDsuJKivXafIUWCbbrNPkJOt2O8qVar6s4771QjIyMdV8JjZRlLV7C4uKgOHjyoSqUSO+VUjDxkAWqtJCnEbEhSqnHo852e5Tzj6ttOXyP1RZxUID4Zz0InuTGE3Zd+zl5H/Z0r5aKZuozSCU7qEQnt3PV3fW7y3kWf6U9ca6XtEZbCDZOHEB2h5JQjv9Q8OGNJ6HPdSuT0lcom9sK2rneYOkjd0PfJWqMRtj/IYt2ldt3uh4oBKTvpsmHYfDH7nyr1YBbpnmK/jwXFXw5ddopfM+Wjzy/7aOLYVWmcJbWZvvSCXLvPgdTfhvQZ4tNT3gbQ8f/k5CRqA7j0cO0mNQ/z95sYvePQ6eMhZdtNGeOkPcPmGTs3lz6H7rnt+UlLMtg+FIvZTTnD+IrRxkmRHZPO0ubrgQMHyNTEOfoD6yYl2pYtW1ovacwXNk8//bR6zWtek3KoFp566ilVLBbV7t27217YPPjgg+q2225Tn/70p9WJEyfUnj171L333ivq+3p5YfNqQL3uvnopCcB0O+xav6stNp59NdbVt28+3Hn7wJ2DtK0PUlpDAjBpWymo9iHrEDpW6jah8M3ZlHWsMKCdYoKrlz4ep+CBayzsO459sZ/RQaQvZUmj0WizF76r++a4Jq3YenD64MzfXFe7X/t56frU669cade8ogqwU7TWajVVKpXINEkS2eLWveBshHx+i/O8yU/zWj6la1z+22NhqWPsvnQbO+2M/SxHFin/jfXnmoNO6aV5YNMnXQOKTjNNBZVmiLthxmS+Wq2S6d84/DSfo9L7cPmqwUkBZo7riytcqS71Wt54441q69atzhSvHDrs50L9hqsd5hekaU65Y5nPlEoltWXLlg4+2euVwt/6kEVs9GqBaQekPtn1uVK0f/L5GOz/ofPg2nAqnZmdhtJlRyQ0c/jO4ROF2BiVG3uHxngUuLbOR7crtay5hpL061pOXOk7JXRy0yCnaNdP4Nprn80JSZGKYXp6WhUKBbV161bnulJyZKe+M59z6TDmpzlxjO+FAsdWu9I0aptdLpfVrl272mTN1gEsDrfp9aUClsYt1L5DarOouNyM5ylaqT2wXh+dTo+b1t/Uayytmsum2OtKpbLjxGPDw8Nq69atHXKRo3+wblKi3XPPPfA//+f/hH/7b/8tAEDr+vF//a//FUqlUsqhAADgG9/4Bhw4cABmZ2fhl3/5l1ufv/jii/Df/tt/g6NHj8I//+f/HAAAfvu3fxt27doFn//852HPnj3JacnRW/iuXkpSibmu9XNTKVFXYzkpA6j5cOftgyQdlKStDyGpkDhpYSQp1WKvioek/QtFCK3dTCXnmzOVXkanVFRWiomQ9GkYUvDANRaVioqTHtF8Rqf22LdvnzNliXmNfWZmhkzV40pPZT7vSvcTmq5kaopOlelLJeWDeaVdKQWVSgUqlQrMzc2h42Fjr6yswPLyMly8eBFNIyCRLTsliy89iOsauzRlgE/2lHEt31wTU9cAeGmn7LEUkjqGSoFgp/iy6aRsAzV+aNrMqamXU88tLy+3eGLTF5u2wZWmwpY11zxMOcFk/vjx42T6Nw4/zedWVlaC0kXaUIwUYOa4vrjClepSr+XTTz/dNjbWF4cO+7lQv8FNvQnwSjpPSZpT7ljmM8vLy/CP//iPMDg4iMqjXq8U/taHPGVGOEw74ErHmjLVj8/HcGI17jy4Nlz7MYB232WnoXTZEWlqJx/fOXyiEBujcmPv0BiPQmiaYZsuV2pZLI0dJ32TlpO1tTUyfaeETm4a5BTt+gmxvz1wYxEuBgYGYGhoCG677TYol8tsmadS37niPbOdKzW0S7Z8Kak5tnpmZoZM02imELx06VKbrNk6AOCO9TmpgLmpNc15YPsOqc2i1smM5ylazfnaMZ+ZTg/bT1PjutKqcX9T036KS7vdz/Hjx2FpaalDLnK8SpDy7c9f/MVfqEKhoB588EG1efNm9d73vle94x3vUFu3blUnTpxIOZRSSqkf+7EfU+973/uUUkrt3bu3dcPm05/+tAIA9fWvf73t+de97nXqox/9KNnf5cuX1Ysvvtj685WvfKVnN2w4J7Y5bSXfXc8I5afkZJl0jNRr0Y3TXVnLj3mCxHW13DwZyE17QD3ro8V3IpD6jKKfmyIhhNch8+wVNB90+p5UNKe0ly6Y9JtXrnWqLiwdj2kfuFe7sWdjZNM3VtZy47OT0nlwbW1ocXObXjvdEqVzjQadHiAlXPzEaJOkaPHJLMVH/bmZ8ixGFjGaNX99KX+otjFyjvHZTP9I+SRXKg/fDa35+flWakCJDEv1KUQ+XP6aA3Mt7dSxdqo3LN2Zjw7fekltgtmvSyeolE2h4PSBpZDB7AMmd92w/1mjF3PIckzfmkkREnfZ88Pk2tcPxw77/AmWlojyf7Z/4I6F0eaLWaj5cPnJaZ9KxqT+AGsr8W8p6At5JrZt6BjdoC2r9inGS02DKw0sR3+ltjJm3X0p77h9m2mgqVhR7y3MGAbrx7T1IfYGS+XPjRVsGxwCex1dqekoG2+nAXfxzDeXgwcPtuJRaeppFz84PiGVjc0C10PsmALrJiWaUkp9+ctfVj/90z+tvvu7v1vt2rVLHThwQC0tLaUeRh07dkx9x3d8h7p06ZJSqv2FzdzcnBocHOxo893f/d3qF37hF8g+H3nkEQUAHX968cKmXndf2+S2lXyXIw695m2vx08BPQfOdWrJfEN4w22DPVev0ymi7DQOWWA9yIJkrbtBh3R8vY7FYhFN+ZZyPjaNMbLZT6B0J5W/S9EmlPehtKVELH9j6Y+xdZwYiENfFmtAyQQ3xVvoWCFxYb/pE6cPk58jIyNqcHBQbdy4UZXLZadMU/wPWa/QecfE7ikgtVe9pjc1+oHnWY8TI7cp4k9KV0PTdPmecclo6H431A9mudap6E05ruT568F+9BKx/Os2/1PE7yFjZDFOLFLGopK+ODFniL/w2fis4k/OHKRj2/OPjcWLxWLLh2YdX/ebnFNYL3RmjXX1wqYb+Nu//Vs1PDysnnnmmdZnKV7Y5Ddswvu9ntCLkzUp+go5tZUlYuYQcuqvV7RQp4yoE/32iaHQk0Ac2jn2o9sn2rBTL6G2LpS2GPuq22NF76UnYEJvW2V1SjCF7YvVS6kdk57Aw9bI5zOxk7rYjQhOQXNXe868JWtPyajr5DGHh9gzmP2an59XxWJRzc3NeW2ca57c02cuOxNqV7Ex7FN+mqfmbSqbHsruS3SY+rfLjsTIG9eexfgHalzzBOn999+vRkdH1dzcXNsNRk2fLrJL3WaTyIZED323eVLYU9fYVGFhjn5jfaRYx14jyzlIfVNW46e4YRNy4xAbn0uTbwxTn+y+sNvMHD8R6ttCfJEUWD9cmly8CqHBvAnLocOX/SArPZD0L7Hjqdc2FBwd6fZeTqpDkhu6MeO79IerExw/m9U+mku/b/6cmDrERmC02jd7uLdKOD7DFU9hsTV2U4VaP1/sy107TZ9pLzm3qEN9FJe2fsB6oTNLNBoNdejQof5+YTMwMKA2bNjg/HPDDTekGEoppdQnP/lJBQDqhhtuaP0BADUwMKBuuOEG9b/+1/8KSolmQ78p+9KXvhQdJKR6vpeo1/1vUPttPiH0cOaZih7KafsKwUnGkBSaTYks+dhNSOeBBR6uPvR3ZmF5bnCcgn7O/Or1l4vulUol8Q9Uun9dgNBVvBCjxbdhCNEV6Tic9iGgiub2yn6a85JsKPQaTE9Pk+sR6xspnnM/13qpC06az3N0xCw6iclxvd5+u4qSMc2fUqnUVliUOw+u7Jn02LZF96H5MTw83FEI01xr1w80ExMTauvWrWpiYqKDLu17SqWS18aZNIX86DA9Pd0qtGqOXa1WgzbvJl2aZnPNfetiy4ypF4uLi6pYLKpdu3Z1yKcvnQa2+SwWi2rLli3OU/NSOdKyOjw87L0x6LIVvh877PQf+lmzcLguHFwqldoK2pr0+U6RcjfKlA20C8am8AEUj2xdoGwNVWDbRZuWM623w8PDotimn+L7bsNVNLgX4OoY1s60NRKfEirzPvrMvjH5Hx8fV6Ojo6ivSkGfidB17lYMaft2LM7h/Jhq7j18vsG0yyn3db74nhMDuuYmiadSyU9WwGJaqT3WfZgF4SVjSmnkgDsP3+EsLZvcWEDHFZhPbzQaqlQqqVtuuaW178XiAious8ey42h7LM7eJDRG5PLaTqeKPWPvc1x9YzGNqWf2rRmzX6otxhfXZz5gvyG4fsdw2ROuzTHHSG1Pc3QPmH96y1vektkLm40p6uB88pOfJL978skn4dd//dfh2rVrKYYCAID77rsPTp061fbZT/zET8Cdd94J73//++G2226DG2+8ET796U/DAw88AAAAZ86cgb/927+FUqkkHu/RRx+FP/3TPwUAf5E+aUG/bhYJjwWnGF2/zSeEniyLpHKKd3IKwUnGUIJCsylxvRSblc4DKzzIKSReqVRaBe2wgnKhaxdToNR8ZmFhAU6fPg1nz55tK6iIFVY2abQLXbuKF0oLuYbqSkzBWKp9CKiiuRwasgC30LtZqBgAWmswMDBArkesb5QWVsaKkJoFJyXFRO2ik6urqx1ybBbbdBU01fx585vfDKdOnWoVkOTOQ1IUVtOzf//+Ntui266ursLy8jJcvHix5SdMWvVanzlzBgA6C6nOzs7Cs88+C5cvXwYA6NBr3ef4+Djs3LnTaeNMmjiF1e1ndFFq/bcee2lpCU6cOOHsj+pT06XXXinlLURr/k0VKj1w4ACcP38eduzY0SGfGJ9N+uwi4bOzs7B582a49dZbW3YEg1SOtKyOjY3BvffeK477fH5Bo1arwYkTJ+DUqVMwMjLSetYsHL60tAQAL8tRqVRqFbQ16du/f7+zyDG3cDplA804isM/Dige2bpA2RqqwLav6PixY8fgxRdfBACAsbExUWzTT/F9t2HLQK/B1TGsnWlrYguNS2nlFuM25X/79u3QbDbhypUrJP9TxWWh69ytGNL27abd4xQ+t2mwC8S74mNu8XEufPE9JwbEEBNP9eueFYtpQ3/f0PsxX1upnIbINXcetVoNnnrqKajVavDEE090tNeyacszNd7g4CAA4D59dnYWlpeXYWVlBZaXl6FUKrXkHrO7dlxmj2XH0fZYnL1JaIzI5bWOxRYXF2H79u3oGNQ+B+vb/D8mF/Y6mf362nI/8wH7DQHjkWT/yXkmK3uao3vA/NPly5fh6aefzmbA5K+A/glf+tKX1A/90A+pG264Qf3Yj/2YOnv2bFZDKaXaU6IppdSDDz6oXve616k/+7M/UydOnFClUkmVSiVRnylv2Eg/7zdw6ey3+fSKHu56+06mhvZpFuZ1ncLrt/XqF/j44jsVFloYTnLaLAViTmVin7uuHofaENepIek6hPaVCj4dTpm+CftMut42Ta7PfN9jKfCkcwlNt6BPjt1///0dBcu50PJkpxDy6TrFf0pvuKfoYmwLdeoPe973jJmiykerSyclPsknh9Qzrv4k83DRhMmrXfSVSkvEWXcqfY1UvyiYNHPSTrg+w4rVYuNhN2woeyKhQxr72J+FFFe34RrHTK1nryvVNhaYHZO0vd7jRV9METr/VG3Nf9vyyfVFlE2PpZHrtyQ2xOcvs0AKH0t9Fxt7Us9y/HUMpDxx0Umli7bBifdS0SVpx5Vf87uUKex8sVJovNItXob2o1Pszs/Pe9fD1a+OTagUqvoZ00/asaYd25j+m4phKL00YyBfTIvpjk0DljqSw2vODRsXKPnMIoVmCLg+ZnJyUrxPlMYN3OdfDTHXegW2Nuuqhk2j0VA//dM/rW688Ub1gz/4g+rUqVOph0Bhv7C5dOmS+tmf/Vn1Ld/yLWpoaEj963/9r9W5c+dEfaZkfL3e31dtfVjv9HcbWfCL6hP7nFtYNF9XHD6+XC98SzUPiWx2q696vfPqtu4jtth0KFLyidu/+VnK9eC2sdvHzDW0YLJuVywWkxTANOdCpQeg2vie8fWZQlZ6Zb988pmiv1C6fOsYQksv4oBY22bqWOycui1nsbaG0z62T/uzXvukHO3ISmZT2bkY35plXCuxoevNrqSAS89TzL3feOKiM0ZOQp6JeR5rJ5Vfc84xdp5Le4o5ZvF8LKR7Gd+apIwNpLRx5sW111qm7BRj/WIP+iXe4fDTlWo2tO9U8pCj/7EuXtj8wz/8g/qFX/gFtWXLFlUqldRnPvOZVF33DFzGh56q6TdI3xDnoJHlCS3XySr9vXkyiVOQuBvrmgVPsqIl9vvY8bltY+mwTzdzaOOeFrFPA3H61jRJishTNGKniHttj7lzi9EV+1Q8JS+SdZTSYvLZvrkQI7Pz8/NqdHRUTU5OeuXf/E6fzJubm0uqt5iMc9qYMmjzyNenbj8/P68mJl6uGxNy48i+pZH6BGgK+eLwgivvPn7ok4X2jRIuPa65peCp7wZN7Fh6bj/wAz+gXvOa16i5ubkge8Dhf6Px8o2m8fFxkfxKfRMmH9z+qbWW2i8fD1PJiE9PUt+o6CeknEdWPHHpgm88Sl6kvjVGdzltuTc7uDoROg/pc9JnQ0DdtrTH1nykbsBx5CjEB/oglVNsb6H5gH0uGTNmfqH88Nlsn/+nblNLbEJKuef4dh8d2K3QFODM37xtQ/URcmua8se+2AJb6xCZ9BWxt+XQvClE/QbEBVe+pH1jNB84cEBNTExE2QHpdz674bO9LvpctwZdsuaLy7L2SznSou9f2Pzqr/6quvnmm9Vdd92lHnvssRRd9gW4jK/XZW9We6GAnDFd83g1odvrY44Xsga6HVYUTxc33rx5syoWi9EbIOl8TOi5YcUO7SDJDDw4PJHSb/eZ4iWBpB3XLmCfmW1jdbZep2+hULRxx8Se47T1PdNNW0YF79zv7M/s4oZZ0O/SM98Y9XqdLAofAky+fHCtr+5veHi4owi83YfJa24RYemGWPIjqw7OdWFRTV+xWPQWdscC+FKppDZs2KA2bNjQceOI2gho2GtvrhNWxJj7Q5DJZ3sMH2+xjaruT683dy62fdTFqym69XN6TaixarWaKhQKZKF2n967dJLiT61WU8PDw2p0dLTDdnA3hhxoGRgcHFQbN25EZcrVt7lmu3btUqOjox1pzrS+aD4CgAKAtnTF5qbZ3jhTeuyzGZSNcM1Hj1WtVtm6HhtHcXlsr7emlbIhlNx2O+bPKraOnUdWcR4HobTX63U1PDysCoWC168pxfNZWJynbSdVdDt2TGputt2m6HSNOzk5qQqFgqpWq962Ujvh87HUnDixX+gpb2wsqXxJ+eMaF7NJvrV10YLtdVOBu/8yv/PF8z6eUd+ntMsh6+njsxkvpZAtG5w9jO+2vb1XkNoeztyoPZQr7vX9Xyoz1Hg6DisWi94XKxy9MukslUpq48aNHWUmzJfSrhcYmI2zfYXvNyCTZjtm58wnpb23+3LtN20fOzw8rLZu3apKpZJzj5VV7JQjLbJ8YbMxRR2cQ4cOwZYtW+D222+H3/md34Hf+Z3fQZ/7oz/6oxTD9R1cha5ii1unAmfMVAUb1zu6vT6+4mrc9mbxMrP43ObNm1t/sGL2Ng2xc/YV88WKHdrF8syieRyeSOm3+/QVM+T2y23HtQvc4nehOosVEPTRFlOgltOWUwy7W7bMVcSR8539mV3ckEJsQVoAf1FRan10oXTKVkhpoQpUUnCtr+7vySefJIvA6z5MXuti7MpTRJir75zinlgbs7DozMwM1Go1eOmll2BkZMRZ2B0rcjoxMQHf/OY3AQA6is37ipNiuu4qYowVtjb/rftXRrFmaYFc0waXy+WWT9u3b19rvTGZ5BQR1sWrKbrN4su1Wo0cSykFQ0NDZKF2n94rpdgFls0xL168CFevXoXbb7/d6TNi/LiWgRdeeAGWl5dRmXL1bcYhly5dgvPnz8Pc3ByMjIwAQHth3r1798L+/fvhscceg2984xswPj7e1s+xY8daerVt27aWDCuiGLjPZph/c+ejx1haWoITJ06wdD02juLyWH9v8nzfvn2knaXkttsxf1axdew8sorzOAilfWpqCo4fPw7Ly8tevwYgL0it6dG2E9tfYH1Ix6TmZo5tt+PqyVe/+lW4cuUKLC0tedtK7YTPx1Jz4sR+KysrsLa2BoVCISoGDNkjSPnjGheL/Xxr66Ily0Ld3P2X+bwvnvfxTFLIPBQh6+njsxkvmbFiKC02OHsYHT/bcYrZh7lX4O5nJHPj7HF9MRpWuNzu0zUmNZ4Zh9m/a9jg6JVJ5/j4OJw6daotbgN4JYZ/8MEH4cqVKwDwsm0EgI452jZO+huQSfP27dvb1pgzn5T23u6LilPt/rUPX1paguXlZZidnW3jFfXvbv1unKPPkOKtz3ve8x714z/+494/6w3Ym7IUbzl78aa0129nez2+BI2GLI0Gt0/q9E7qQuPmSQDztIJrTilPGEpPiZqfcelNQYcJ3w2bFIWGs55DKDhj9JP++k69SU5++mTUlYaIkg3qJE4qPvvkBKNL0u/8/HxH4cmQOflOoFInzUJSRthjcdaPy1tsPna/3NP3Znvf1XuTFqooKWcs7px9qbZ8p78k88FAnc6zvwuxQ1SaCczuS3w1tqaYjlSrVVUqldrop+Qf479ub6ewq1arbQVSY/1OjG2l5JWySZy52QV/KX1rNOiYzeXbXTGGLXMcXQ/ln2l77VSF5tqEpJd02QKJnUiBbsURHFnlFj6PGSc1OD6TauMqjs2Jc8zPuClxOPRJ5uv73Kbv4x//eEfaJGmflJ3wxRwxcsWdZxbtUuhFCI2YH0oZW/uec/l9iT2P9cGpwY0zzO9S66v+TpJO1v48RqZdaXN9NMbKlstmh6Tf8o1px2ExKbgp/lPttW/x3bDBxjDbcnTfNc8YfZLIBodX1HOmz6XmZY6ZVfrBHGnR9ynRrldgjK/X87RhIVhvfOPQKwkmsP4kPJE4IKpf6RpwnHi9njaFUii9WADBTT/F6W+9ya8EUllPgaw2KFx51HOm0jKErLeeU0y6Bk7qLpM2e8zp6WlU7l3zsfsolUqqUCiorVu3tq6r1+t4+hVXv1Qbqi3XRlK6jqUVs3kl+XESswFU2iGpDlF9mTSacuQaOxaadlcqNE4fmj5OqhNfX7YO2zRKx6DkoFQqOdNqaFB6ac7blUIDS9/B0Ulz/iZPzHFHR0fR9BRcmHTY44T+KCX58cuX2sSm0f4/ZnepNXb5dbONfuE0PDzcSolGrQU2b+zlnWu9tXyZ6RLt+MqV9ozit5mCkRp369atauvWrS1as/DLsZDabp89ztKeZgl7Xq6YQ39npwUzYx8zBSRlVzGZCInNJYcmYmpAmPRJUjZRvNU/BmI6hD3jK/wdupfjtIuNQTE7Oz4+rkqlUtCPypK1tP2Qz1Zy41DX/Fx0S/2bdAxum9Q22Rezh6aro/o2ZZLymxyexawdFj9Rv5HYe5aUsuXaA3B1JcXvL5gOYb9n2XaEolEq89g+x7Sb1BpSKe7M+aTUF0n8K10LzTNu6nJp+sEcvUHfp0R7NSFPGxaG9cY3aRouAPd1xdD0UNhYoVfvpWvguhpqXulMmUIplF7smjE3/RSnv/UmvxJIZT3FGmeZGoUjj760DCHrnSJdg3JcpcZos8dcXV1F5V6S/qDZbMLy8jLcdtttUC6XW22w9Cuufn0pWziprFxX4QHadX1sbKwjrZjNK0kKE8wGUOndpDpE9WXSuG/fvjY5kqaW44JKASH1OZo+gLir+5gO2zRy0qlgc7TloFKpwKZNm8i0GhqUXprztlPJmcDSd3B0Us/P5ok57le/+lV47LHHYPfu3V4+YLDpMMcBwNdSmrrL1caX2gSj0WUDXWvs8utmm8XFRVheXoaLFy+2UqKZbSgfY6b1OHPmDAC8Ymtc663lanx8HJ577rm2ddZjKaXItGcUv80UjNS4SikYGBgApVRP0jVzkDr9lMuW9zNc6W/smINKC2bGPjpWmJmZIe0qNy0vBWlaNOlaYzSGpGyieKv1D9tLYM9oXmJxCEYrlyZOu9gYFLOvCwsLcPr0aTh79ix7PUx6uGvpiv9MYL6YK4/c50L8m3QMbpvUNtkXswOEpauj+nalruLQJHnGRZcdP2F9YXuWlLLl2gNwdSXF7y+YDmG/Z9l2hKIx5Lcle59j2mpqDakUd+Z8UuoL5zcwSsa4tp2bulyafjDHdYjkr4CuI+g3ZV/60pf68tTZqxVZnQKUnibFTiRkRZM0RZgPnJQGXH70w6nM1DR1W8a6gZCxpacjs6LF1jVJqi3X55KT4JLvpP1KnjGR4io4t48QWZDQw+2/0Xg5xcHBgwfbror70mVpueGmIAjVVakfwWg000D55uNL3xBKT8z8fb7K1zeVwiyWNt2WSm1HjRFjr0KeS7mOXHqx1AuhMREWr8SumcQmUz7C1w+W3s6WjcXFRTUxMaEmJiacKVTtVG/UWLZ82TSGxmqmvXOlfcNS1/UylsNg07ne4ItZzOckNselh3q8ubm5jrRg1FjclGgSOqm+KV8Xqrup5Raj2x7Htnc6JomN8ULXhssj6fpVq1U1MTHB1j+T5tCUi1n6O18/WcVGIfRk5Tdj22Vl07hpaqlxsJTOrj4kOuSCyzZwdZnLTzO24toKF612v5TN49LoGsecq7kX48qJTz4k6+fjl1QnQ2y7HaOlksccvUGeEq1H0Iw/dOhQfhWtj1CvZ5Oeiuo3q/GkNKWkg5OGJEd69IssZdkmC9h6EJLOhDsX13MxfWTByxR9SvvI2v5yrn6bMqCf514Zz1qmU/Xv6wfTA4ncZckHDu3c77tBJyY7MeOmsDXdBKZPsfNOObd+4ZNSL8dON954oyoUCl4b5fIjXB8WO/cU/qzXWC90UuCudyr9kfYTEwOE0im1Of0gA6l0WjJOKv2l+uTKh2RuvYhL+61/Kfp1f9Dt/qXpY+1nyuWyGhkZUYVCoSv+leonq9jS1V6yh+L2m2UcHOJHsogru5luDJuzK41mv9mpHG7kL2x6BN8Nm35785niJEYWxeZSI/StOLdf1wmJbiP05IAP3KKhEvqk36ecT2xfWZ/myqq/rMa2Zd91ui+FfvjknHPKJ5Us2ie1zFOFXH10na7i8kl6WkeK0PXjjomdokpFjykDrkLkvfDbqU5IceSZumHDkbsQuiRrz9FF6gRujN+T6E0/3bCR8Cz1umH6FLLGIfPh2HCp7Y61mSY/7Bt88/PzHTdsqLlQ9q/RaJA3cGzdmJyc7HjOd+OEy5NUcWDW6GXclAJUzII9FxPvY7EL5wZqqH3j3qBw6Qf3liyHNyE2R4JGAz+FrhTvFlhqv8D5DvNxIeun7ZVdFDyV73TFTb71dvmslPFPCFLFTFn3KYFpZ7j+gyvH8/PzrRuB5vpSt0rsPlx+U0oXBzaN+pYdVz9C6PDJdGiB+li67L58MaVpMyVxZ2i2GdumYLfKJXOm/LpPPl122JabUNqkz/YT1ivdSuUvbHoGH+Pr9d6/+TQVPqbIup5LyjfzWaLRoIvKh9CCGQisn/VsSDBw5uN6xsdr1/cpZSZ2zan2/aDjqcH5kcYuSojxwWUzpBsKu8A6t/Cl2Y/L/rk2g3oudsFA+yQ11sYuyMixIT7+6CDQLBZNBYYcvlCb3lDZ5q5tvV5HT7pRNIXM0bVht+fXqx8na7WaGh4eVqVSKfpHA+6PGq619W3KJDyNhZYRs/Bq6A8zEhp9z8TqSsimylWUV9MwPj6uisVim13g6mLoulFjcPrk2h+tmzr1jmkrsNRh5gYX8x0mb+wNcqlUUsPDw20Fd216tf8bGRlRxWJRDQ0NqWKx6D0FafssW745/DP9qrafdqFd7JaPyV+sqDAGrlz4/FW/xMRZ09lPczVhx1GlUqlNbnbt2qVuuukmtWvXro4ixzFz4toA397UFUtKxvXt2aR2H/sOK5Lt4wUW53IhjYt8dJqw417OXs++0exbM93OVVzbJyMcW0ntGSS+Lwv99smkBDFylBIm37mF1l3rYH4n/TcnPvHFvNRn1P/NH9FNHdJ+1/bXJjB95thIDNLYzDc/7hgSO6nXC5MTV3zkmx8ld669DBUr2vGS/X+7H7M/jH6svb2+rnjYfN60r1I5kdg+DD75yCoeiqW7l8jyhc3G3lXPWf/oh0LknMKIHMQWtuo2L1xF5WMKhgPwCuiZz61nSApZYs9wirtS36eUmdg1dxUhTEVjv6BWq8FTTz0FtVoNnnjiCfQZZRUldBUExWwGV09cRVIlhcVd9gCjx1fU+5FHHoGZmRl46KGHYPfu3WghRKpIrUkvJT8u/mDFokMK8drjAICTfi64a6uLRK6trUGhUED5ZNIEAMHFhrGCxvb8OHKfBZRScPHiRVheXiaLlJt0u+CSYwDw2jNqTKwfDk9jgRVedRX55BSuTlHA1qfrPkjWlVOUV4+9sLAAL730UsvOSXRRQj9nLtIiuwC0/Tlw4AA89dRTcOXKFWeRW93HwsICnDlzBgBeKVpr+yZMZgAAlpeX4eLFiy3fhtG7d+9e2LdvHwwMDMA73vEOOHLkCBw6dAg+//nPoz6QKtZsy7cJX8xRqVRgbm4O1tbWYGlpyembbF7b/ptCiiLc/RQTZ01nP83VhB1HNZtNWF5ehrGxMZiZmYEHHngALl26BJcuXQKllDMWkoBrA3x7U+n+UxKvc+J87FlKfjSPbVo5PheLc32Qxn4+Ok3YcS8AkPO318j+27e2ruLaPhnh2MrHH38c3TNIfF8W+p3yd4QYOUoJk++1Wo1VaF36WwD335z4xBfzUp9R/3/00UfhhRdegFqtBnNzcy0dUkrBvn374MknnyR5gukzx0ZikMZmvvlxx5DYSU2Dvb/W9FHxkW9+WH92G4D2vQymN1NTUzAzMwMAnXGT/tuOJc3+dJxo9om1t9fXtccwn5+ZmWnZV6mcxO7XfPKRVTx0Pf7ulgTJXwFdR8jyTZmJmLeUkpOn/YBUb2RTn6TjtnGdGO01uKclqGK3nOe7gW7xNctx+k02TPhuGlBrLjltQZ1ulpxook61YONz5mSPgxXFdl21TnnaxGVHqBNYXD2k+s7a9lLrS6XtwuiLvWHjkjcz1UIMpDd1Gg1/+iOfvFF+nru+VF9U0Wf7FKFrbqGp6aj+XLLFWWdXfxJ+SdMumHJBjRuTPibULsT6cD0vV7oibC72/116g/FOy6eZUsykhTNvTFZc7VxriM0PGxNL3SJJ9xHqew8ePNiyMSF2wUdXyng7K2RNZy/naq+x+bnLxyr1SuqZgwcPdtjQGHvtopWj9ykhjUt8z9p2T7LHdtnBkHmFpJYNiaFctlHL38TEhDPtG0WHiy7K7obOJZRH0hgqVEdCxpfQF0uHpL9u+AYXv6i0W771ouIDl8zq/8/NzbXtJbDnzPRo9ricVMbU/G0bZaZh5MoPZ0+tgcV/jUZ7ikTTPoWWKvDZaY49sXmrn/HtZWwfRY0VmgYS+7/mGZZek+IVJ+1mSsTYo5h+1zPylGg9glnDJkvU6+v3+pcUkrmGKjU1Rmrj0411k9DEoadez754ZKwxrtfp667rBVnIeWonR/VHpXDyzQn73vyMK592agP9mSv1WkiKAIpel+xlEaBw09dwwekvC1nCrmqb9saVEkMyjmuj4ZI3jvxxNuWlUklt3LhRlUqltnauTZjmjZZrTu54k15qTc0xXD/aUbJO+QJqPTEa7cLRWKqY1PbcZ1f0ephpBW1aMJth80xCd7lcVlu2bFHFYpGUy9CUs671oOZvziO0GLY5Lif1pUvHuD5R891M/cadq2/T7wMmV5gv4vLAXHeOLNVqtVYqK4pPpq3BUnPYdjbFmrya0S8/LtRqNTU4ONjyPZRMUvTaz5k+xWzDjUcon2fbXZ+M2T9Acl8OY/zhxlGcPaL286Ojo2rXrl2qWCyy6wiY/VPPSuWKStPjilUwcOXDfrZer6tCoaA2bNjQloqR6lNiW6hYx/TBKWsUcnWGaiOJJbl1gjC6JAiJs7L2Dan8C9UPtSZ2vORaX92uWq2ya4VweG3HXZzfn3T6ylKp1CYv2DxrtZoql8tqeHi4lYLNjmmpeIjLG6VesTulUqmt74mJCTUwMKAKhYK65ZZb1ODgoDNu8cFnvzmyRNkw33wlPsr+zIzBpOkBS6USyltXu9BYvp9wPcedeUq0HuPRRx+Fj3zkI5n1/2q6/tWN68khaYhCxuvGuklo4qaCcV1BDenTRuw1Sdd11/WCLOQ89fVTqj9FpHDyzcl1rZ260k71YaY2cKXLiEkRQNHmkr3YVAZYO8VMX8MFp78sZAm7qm3aG2WlYgkdx5UaiyODoSmcNMbHx+HUqVMwPj7e1g5Lc2CnKx0YGOhI6USlOTHpta/sY/yw+/OlgnH5Au7Ve7OP/fv3oylSsrDnPruCpRW0aVFKddgMm2cSunXqoc2bN3c8L035Y0OaAtaeh8TnU+OaqRmwcXyp47g+UfPdTP3GnStAp87GxlCYL5LygJs6RikFQ0NDMDY25kzbpG3N4uJiR2oO286mWJNXM/olDZpSCrZt2wZbtmyB8fFxUia5aXLMOCEknR7l8zC7a46L9aPHXlhYgKeeegoefPBB2L59e8ccXJDEUZw9ovbze/fuhc9+9rNw/vz5VjpVn0z40jHZY3HmaM+PE6tgkKRRsv1Is9mExcVFuOeee7wpviS2hYp1TB9cq9XaYr4YvnJ1xtXGNzdXbMbhgxQhcVbWviGVf6H6odbEjpdc66vbHj9+HJ555hmWjnN4bcddnN+fLly4AJcuXYILFy7A2bNnW/KCzXNlZQUuXLgAY2NjAABoTEulM+PyBuAVezM+Pg47d+7sWIOXXnoJbrrpJlBKOeMWH3z2m/v7lv0MZ76+vl1p4cz0aK6UxhidzWYTzp49S/IWaxcay/cT8rgzEMlfAV1H6NYNm14jy5P7MX2nPs3uO33pO73dDdpj+sniWfsUHadd7Nyxk3sxyPKEZAoZlaxFVnpq/n9+fp597Tb1KT/u9745+E7hhdIW8p1Lh0JkPQXvzKvVKVKidNsupEoB6pIXap2o6/CcNAchpy4xOu3PfTdsXP1Qn1Epwbh9uHgjQaitpMb00YqltEqlm6FtpHYtJg0Rh9/cWClkvWxZ5to7Sqdc7TmpMHxyJEl3pmXLlTbEl4qv0WhPR2L2I02RkoOGdH3tdql5zrWDIXYf+zcVF5hpYbgpGrn0pkq/KOGlj8eLi4sd6QZDfXfIGurxqtVqK4WOpC/p3O14hWOPOHGZxBdQcsfxzVn4Uy4o+elWWvEUchD7bCx8cp3V+trpVn0pCEP8f0wcQ9Frp5H1zVvKG+p7bA8ZygufTQ2xdRKe+ODio5luTeI7fbSF2veQueRIhzwlWo/QrRo2vUa9nvZ6mtlf6r6l44c8m4Lm9Thv6jnzCmY35pWlPKZGaN+9kA8fNE2StD2hup7V/O1+u8lnaiwXTSH0pbJPdiqrXvBMgizoCrWD6xUSfyf53MXH2HXrdjzRbfnPwgbEzIHTVqI3Uv0KtUchcy6Xy2poaEiVy2W0j9RyzfGxMfz3zScHH9djbBdjY0Liw5jxs+wzJlbtxri2z6NsY0pQ6yvxNVnGAan6SNlPt/rNAv2wX/ONJY01U42fddr4FOgFb0Jo4jyXysaE0BILzjrYtpWy49Q8U86l1zJyvSNPidaHaDabMDs7C1NTU7Bz585ekxOF1NfTXFeHu8E333xMGsxn9eeVSsXZ3gWsj2azCTMzM7C2tgaFQgGmp6eTzN3mJWcdNS0vvPACDA4OtuikgF3BXF1dhZWVFWg2mx3zSLG+ofJIjZ3l9cvQviuVCiwsLHj5L4Epezp1DXcNms0mrKysQLlcbqU2sueE8decx44dOwBAngLB1b9rnthzU1NTbfKZeu0lY5s8On78OJw7d46kybQ/5nV2ahzXnDj9mHptrzc1j1C+xICy1ZzxuXyg+jRBXUU/efIk1Go1mJmZgbvvvptFlxS+PuzvOTLabDbh4Ycfhv3797f03vbRth/0+Tasj/+fvfMOr6Lo/vj3pieEDiGElkhHA2JoF1RQUEBEVGwUBQsJCrZEEf0pBhs2fFX0taACasCOir4GEARFmgQRkB5AICEgLQmkJ/v7Y9h79262zJZbkpzP8+TJvXt3Z870mZ055+iVGw/y543WTaPw9s3y+jV79mxV03BacvKO29Iy1ZNRHqZe+1BrE2ptSKmPULpXaS4lbTOxsbGu+nPdddchOjpasT8qKCjAvn370KtXL/Tq1QszZsyolo5+/foZHlNnz57tkkU6BsrzT6ls+vXrh/nz56Nfv37VflMbi8VwxOsjR47EzJkzVcdUOWLeTZo0CfXr13fdI8Y3ffp0vPjiiy6zQmR6Qhu9vlL6nxcrcxseOQFUq1viNaWxTqle88Sj1gb0zDqKY4LD4XCtddTWWUry8843eNOkhJGylY6ZkydPxrlz57jWTlbild+nNlezc94l9jvTp0/H+vXrFctd3lcpySqOC5s3b1bs+6TzBmkd4cGutaG3+kUr4Xr73YiVPPDlOKK2PtKTxa78U5vrG5HXX++5jJSTVRmV1j5G+jf5Ol1rXq9XJ9TiULuPd62thdp6SDoX7devH2bOnOm6p1+/fnjxxRcxadIkj2fF8JTGNLvXPd5oy7XpfXhAY/sWUC1CulMmVyOribuU3lD7NYo38s2oPGoypKdbd46sttvesmVLITo6mtsBHW9ciYmJ1RzUyZHGpSSL0n1G08jzm7exK26zathG8OaJQ9GRnREn9mZP9UqvGTEVoXSv6HQwJSVFNa9zcvSdoUvbsd2ms5QclavFLaoyi44htU5sifd17dpV1SG6XBa1NPGezNEym2S0fmrdb7TtyPsrpXB5xmNpWeiVGy/yeMUT7U6nU7Huy+uDVp6r5ZOR02fy70phpqenCzExMUJ0dLTL2aXUUbnW+Kg2tsnHtZSUFCEmJkZwOp2m255af+KLE5Y88wBRDrnz1/j4eNfzcjnNtgVp/eXpA9VkFe/nDUOpLxHrirxNSftvedjSdEu1QNLS0oTo6GhFZ7XyfkDN4bX89KL4m1GzcHpOb+UmKlq3bi0EBwcL0dHR1UxLysfi1NRUzfzlaX+C4O5vpHVMTGdiYqJHOEpyE574ar5qNR4lR+ytW7cWYmJiXNfUxnylOmZUTq05sXyOJR8T1OKQtleteJXME/Hkp131PisrS4iPjxeaNWsmREdHK66d9PBWG1Tq15Xi4TGvk56eLnTp0kWIj49XNBGpNq9Qm4tJy1fpHrU64o28str+fNGH6s3b7Ayfl0AaO9T6GxG9/OO5Zld69fJaLy1W0FqH86yt5PepxREfHy9EREQI8fHxXPLrrdl46ydPGWn1g6mpqUJSUpLi2Cl/VisutfWQ2PclJia65mnyNCqtDZTCy8nJEZKTk4WkpCQhKSnJ0Jzfl/hqHlUTIA2bAMCIc9VAxS7nmVbC8Ua+GZVHTYZJk6w7R1Y7CVBQUODSsBF3162WhSjvjh07PBzUyVFyQCyVRek+s44R/dku7Ipby8Gc9JoVvJFP0lN3Bw8ehGDAiT2PPHonepSc0KqhdK8o79atW7Fp0yYA1fOaxxm6tB3LHZWaRSz/gQMHVnNUrhb33LlzAcDlGLJ///6qz8kdTgoKDtHlsqilifc0UlpaGjZu3OhysqkXhhZa9xttO/L+SilcnvFYWhZa+WkEebziCf3OnTsr1n15fRCdKivluRFnwFLUTkKrjTOTJk3C0qVLkZ2d7XJ2WVBQoJvnWmOb3LFqWFgYioqKkJ2dbXosVetPvD3G8M4DpKefpc5fT58+jaZNm2L27NnVTqKbbQvSfoenD1STVXqikCcMpbwW64q8L5T232fPnvUIW5puqVZLRkYGoqKiFJ3V8jq8Fj/LT+xr9W9KCDpOb+VOvouLi1FVVYWzZ88iIyMDu3fvdo01ogxHjx7FwYMH4XA4FMOU1iG99ge4807UpBHHOLEsBUHw+tylNuGr+arVeKR1U+yfcnNzUVpa6romD19+TVrHjDhWB/icLou/6Z1QV2uvavEuWrQIhYWFqF+/vqYTbjl21fu0tDTk5eWhWbNmGD16NABUWzvp4a02qNSvK8Uj77vU5hnz58/HsWPHFB2vq80r5OEpla/SfE2tjngjr6y2P1/0oXrzNjvD5yWQxg61/kZEL/94rtmVXr281kuLFbTW4TxrK/l9au+UIiIiXH88c3y9NRtv/eQpI61+cNGiRcjPz0dQUJDi2MnTV6rJK+370tLSUF5e7jEP5hn75OuFhQsXoqioCBEREejTp49f3q3p4c/3fnUK27eAahFaGjY1EbvSEGh5YWe6fOUcUM/ZLS9SmbUc2fKEbdZRsVb4gVZXeOA9nWNXXHbUOd5TId6Epy4q3Ss/3cTjiI8n/LS0NCE5OdlQ3qqduDJyEspMWYhtLyMjo5oDQ7X2zOuwUC9OaXuXhy13QGumfzFSH3NycoRx48YJrVu3FjIzMzXv4wnTaNx6ji+1Tq7xOCcXnReLTpVFh5Wio1NeR+tK6TPSTuS/Sx1n8sanlT9aDuB5+jvxPj3Hr0pp0eu35c5aeR1n8+SJ3sm+8ePHu5xX86DVRq2Mt2bHeq04pOUgHwfU+hGt/taMI2vp98zMTCE+Pl7IyMgw5ERYreykz0vLMykpqZqGjVKYSn2rkfFSKey0tDRh3Lhx1WTQcgyvVF6+mi9olZddYfoKX8Zrpe6oyWt0bFSr22YcXStdl/e7olPr8ePHGxoHxHvU+jgj8mmFYyS/tNJpJ1r9Kc8YJc5P9NalPGOe9F61ub6Rfl8vTrP1m+c+b6yNtfB1fGph+ep9CI8s8rkzT9nr9ZN2jEdmwtAbe42EoTZfMTrmG23TvH2/nky8GJmvqKVFaS6nJaeZMVI6RqelpQmpqamKz/PkiVjvxfmdlXpJ2Ita/npTw4Y2bDTwZsYTgUd6Op8aqx0doDwutbiNDNxWzf7opV9NHq3neML0J/4e1NLT7XFmLuZzampqQAzSvOXOk/9KYaWnK5stkk6apCbGeCfTvO3SSnq04lUzE6K0gJPLJjebYib/xXyVmtwR/6ekpCiaDNIrCyN5kZ7OTB+FhIQITqfTKy/z1OTSa4tKeSqddKstXsTr0v5ZDCs+Pt5l4siIWTO5TKJZrsTERCE1NZXbZJZSvdPKJy25eGSWm8DSKgs9s2Rim0hJSfFIg9y8lDwcp9PpUb/kZS5PB495CT3EeERzOjzmiXjzVJQlNTVVcDqdrjqgtvjOyTFuUk0pLq2XxVr1Sq8OdenSRWjUqJHQoUMHVXOGanOetLQ0lyk+8TfRXF1YWJiHGQytlyXSMtfrF7ReUii1D9FMmvhfyUyuVt8hRWxP9erVU6zDTqfTlR9Kpqu0HOCqlb2VPtnq+MoTplmMps0fc1u1uZD4QsfpdHq82NFKk7St8KaZJ4/kpgVzcnJc9VB6TWlMlLYHqelEnpeJ8nilY6O8PWvNJ80ezpEij0N6n15/YjS/tTBSR71Vn7XqrHzuKppolc9/5c8ohalW/rxzIK37zOYN7/it9JwZ8+xaZj314pe3MStzBCNx8/wmpot3bi6dD6mZo7Zr7W92TNPrm/XMmhutk/I+iMckl56c8nvkpnu14uMNWyqfmTbBG7d8nDKSbmkapWvmtLQ0VZl5xgErddQf85O6hFr+kkk0gvABvGqsgHX1VV51UCPqn3rmmozKpBWXVB6t5wJdVdLfKt965iOMhAMwx3SBoMJup3qznrkrqTq2VNVcamJMvMeoOTGj9ddsfdJTlR43blw18z5y2QSZ2RQeuZXU1FetWuVS5RZN8Jw8eRJbt271iEcqn1ZZGMkL0fTRtm3bkJiYaLkuGzFvyGvKRa6yLpofyMrK8jBvIDd7oNQ/i04o1Rz96pnHkJvlatq0KRwOB7fJLK16p9fXa5k4UJNZEAQPE1haZaFnlkw0eVVaWoqRI0e60iA3LyUPJzEx0VW/lMpcng4e8xJ69VOMRzRFKiiYrlJ7Ti9PRVkWLVqEyspKdOvWDQ6HQ9WsgxmTakpxAdXrvFxuPdMPSnVo/vz5KCkpwYkTJxAZGalozlBtziMIgssUn9PpdNWLqVOnYs+ePWjfvr0r79XMkcjLXK9f4DFDJG0fosnSxMREOJ3OauYERfT6DjG9UVFRaNOmjYezWvH/0aNHsW3bNmRnZ1czD6pVRmpYnS9ZHV95wjSLXaaVvYmWGZalS5di06ZN2LZtG1q2bKk735G2FV6zlTx5JMhMC86dOxfZ2dkoKiryuKbUfqXtTDQrM3v2bC4zNfJ4pWHK27NSHpoxo8trxlTJLDXPnN/u9mbXvVZlUJu7iiZate5V+k0ahrz8eedAWveZzRve8VvpOTPm2eV5IIXHzJW0jVmZIxiJm+e3gQMHYsyYMdxzc+l8SM0ctbfMn9mx9tUqR7V49dAzh6YWntl3UGZMW2thtk3wxi0fp4yaXpPOp8Q1syAIaNq0qaLMPOOAlTrqj/lJXcIv+Wv7FpAPeOGFF4RevXoJ0dHRQvPmzYVRo0YJu3bt8rinuLhYuO+++4QmTZoI9erVE2688UYhLy/PUDziTpk8bMI7+FvbQQ8jJ1SMPGclTqvhGw3LalzeLGP5qVSjqrPektnI87x1SO8+MyZW/AFPfTNywl28Jpp4kpoY44nPqMw8dc5oGpSui+ZBkpOTTeUVT1qk16Sq3OJ3NfNyavHa0W701Nf1wjdqUsqsjEraBmLcWiYcePsoLdV6eZqMhK2XNqN9iF57UPpdLW1KaZLeIzdtpnav1ner/Y+8nRgJV+teJZnFtqDUHsT+QTxdL81nLXM0ZtpCZmam0Lp1a2H8+PFCZmZmtVP9euiVldT0iZi/evVInk9K+SOvK7waNnrpUDMnyNO3q/UfUhm16hiPSQ0t83S8ZWXmWR5465+dfbY/47CCXn1SaotaaZLXH7179dqMVptW6oOkbZunHiuFrzYGaKVTL3+V2jNPWzZ6TQu7xnAzaI2XPKa6ePNbCm+4VtY8/sZMHdCb9+nFYeecxApa5av1G2+74+lzeMM2C+88jmeeqtcezIybZstXTU49M4s8cRhNh9Z8yIjsPOMUT90z+tlsXkvDCfR+rq5DJtFkDB06VJg3b56wfft2YcuWLcI111wjtG3bVjh79qzrnsmTJwtt2rQRVqxYIWzatEno16+f0L9/f0PxiBk/ffp0u5NAKJCeXrNV+NTkr0np8ras3gxfDFs08WHE1AdPuGbDMfI8bx3SC9Pq74FCero5k3HyumBnOqV5xxOPVhqM9Bk8ZWZXuRqpb95u00bzzley6cGTZ7z100w6/JF23nqj1IaslKPZtNrZtxtNk5YMavk4aNAgxfZgdu5hJv1SU0Vm+mcjfYleO+GV3xttwY4xhif/7KhjauHx3uuNcdSILDVlvuJNvL2+sDLGWxmf1Po0HqR9kV2YnXuZudebYdgVt/Q7T37bPSbo3VOb+wY75yf+xO71g5H1ia8wMo/Tywe7+ltvtBlvzwm04jQ6B/JGPfFmP8RTP3yZ74RxaMNGh+PHjwsAhNWrVwuCIAhnzpwRQkNDhS+//NJ1z86dOwUAwrp167jDrUkaNnaeFjATlh3x2xWvFYe6VtDakTdyUsbukx9G8HbcPCcizDqnk59AqC0aNkp5YvRkiRwrJ9q07rE7r9Tqg95JFK1Ty2Zk0wtTzzG2USeQSn2G1r3idavOJnnyVyl9dvTbaqeJRNv88tPxPP2E3WOBnael9LSWlOqzXrswKyvvM3r1SH5CTdQKkY99WifQePsAaVhSZ8nerLtaYfNq/KilX6uv0qv3aunwxjghT6dWn2NU807ez4r1R2wnvJo2aunU66eN1oW0tDRh3Lhxqs6QtWRRGqv08kua90a0B9Xqj5X2bge8ec6TLn/NmX2BXjszehJfLQ61PLTrxLeS3MnJydW0Bnnbq7Tft5pGtXvUxl+efsTs2JOZmSnEx8cLmZmZ1foII/28mf5fa+5hRsPGrr5Xmidaz1rtU3jT5QvMtis71jxaMhiNw2w74K3XWnXWbJhG0csnJTl55wE8dVwpbLU5pZV6JWq5qM3JePPGyG+i1mNmZqbHnFAcN3j7RTv6Bm/VH0Hg0zar7XOdmg5t2Oiwd+9eAYCwbds2QRAEYcWKFQIA4fTp0x73tW3bVnjttddUwykpKRHy8/Ndf4cPH/ZaxttNenp1p2tmG7U8LG89YwdK8WqdAjIzSdN7mcITbno6v8M0f+VlIJCernw6y47BUIoYnpozX6V7rcZtNhxv1AetMPXyRtom5I4prcrK+7z8PqmTRrUweMJWKyO1eil9xspESkk2vXSIjsWlzrXVykvqCNHK6VEteBYE0rold/Ird0As/p6SklKtbOXp0Co3I+OiXhqkcklNp/BM8MX0ienQ6nukckvrthhWSkqKEB0dLcTExNjWL0jriVqY0vzXKj/pvaJzdbkjT7VxVCpDTo66w2rxOXnb1Oob5Ok1snhT6u+kyOMR709JSeFqc7ztUC3fzLxM0nuhEB8fL0RGRgpOp9NQHyeWW7169Vx1lHfxLLax+Ph4Vx3r0qWLEB8f75GX0ueV2rnS5qHT6eQqP966Ia170jah9eJIq19v2bKlEBMTozpPlPY/Sg5t1eq6klNvpfvtnmd5G6PjQSCjJbNe36BU7nbOW/XGBd7+R6nvTkxMFJxOp8ezYnqSkpKEli1bCikpKYpjsdH5HI8zb560y+dgan2a1rpPS341LUa1em7W2bfeHF8tXCOotVFexHidTqcQGRkpxMfHa45DZtcQPOkwqwnmLdTmqGb7QqV2LA1PqV4o/W52DmKk/aihN46q5Q/PuwA9eXnSKuavWh4q9VHyPBbDkK5BpPfwzC+1+mylNa1a+DztSOkennyX9x3iWkL8L53za9UTeZnpbYhptSGeMjd6j9E6SAQu3tywCfGdtxzvUFVVhYceeggDBgzARRddBADIy8tDWFgYGjVq5HFvixYtkJeXpxrWrFmzMHPmTG+K6zW0nBz6wlmVvxxcKcUrOsqePXt2tfuN5ovccbQIryNrqZy8DtPqsrMwNUdsdjkIlIen5sxX6V6rcVt1SG9nfdAKUy9vpG1C7pjSqqxmHYUKEieNamHwhG3GIb1SH2FHn6uXjsLCQo9yUnMeLXUyPnv2bE0n4FbgcQwsrVuiM0bRya+8von1a+vWrQA8y1aeVjPOf3kcr8rvlfbjkydPxvHjx5GWloZBgwZxOU4dOXIkCgoKdPseqdziOCZIHGGGhYUhKioK7du3t61f4HFGr+RYU638xP+ik3VB5sgTUB5HpTJoOawWn1Nrm0p9gzy9PP2xVn8nRR5PWloaNm7ciNLS0mrlbKS9q8kjlVt0sgswx9q8/Y+S41Vp+URERKBFixZITEw01MeJ5SYIgquOasUlb7OrVq1CeXm5q88aPXo0jh07hq1bt3I5tZXnBwCXE+Ju3brplh9v3ZDWvbFjx7raxNy5c11xijJI+xDpf3lY69atU50nSvsfQcGhrVpdF1Scesvvt3ue5W2MjgeBjJbMen2DUrnbOW/VGxd4+x+lvnvVqlXYsWMHDh486HpWXn+3bt2KTZs2eaTFzHxOrX0YTbt8DiaGr5Y+NafTavJL17CxsbEefYxSPTfr7Ftvjq8Wrpn1i9r8VA8x3qSkJBw9ehQRERGuOYeSLGbXEDzp0HMS7muUysTKuyCldiwNT6vemK0jWnNCM47m9cZRtfzheRegJy9PWsX8HTNmjGIeSuf7SjJLw/j6669da5CMjAyPe9U+q82RlNZp0vme1pxV/lmO0rM8+S7vO44ePYqDBw8iMTERTqfToy1q1RN5mcnTrdRvy/PKSJnztAOlMHnrIFFHsX0LyMdMnjxZaNeunXD48GHXtYyMDCEsLKzavb179xamTZumGpbdGjZqJyF5rlmlJp4w8wVGTtVKHV77w8GaXWXnr7qgFq/VUzjelM2bcXuzjiidiDErF6/5CzvNy5iR04741PLRaP6pmbfyVj5I+yZ5fEbN59kpl94pJKl8eqYLleqZ2qkwvTrJ2z600iAPQ03DRqk9qTmEV/ovT5fUCbueaRTe8jHzu3iPWPf0zBHIw+Uxx6SU52brs1o+a9UjJcT+UM/kldF+VO05PZTSpdYf6IWv1f/JP2vFoRSuFbMecgfqojmcjIwMVfm06o3Sd626p/Y7rxlCaZkomQTUe1Yet565PWmfJHc8L+9/eMu/JhNo6eDtW83KbKQ+q/XHamFpjeXSc0xwXgAA6fRJREFUMJOTk4WkpCSPesbb5tX6CrWx0egYoBau0ed5wzeTn7xxyu9VM52r1o+ZTZdR85ZG4B2jeMdiI/HZ2VcYLTutemFXn2FUJjPmxMzEpfSMXvsxYuLYTD9mh7x6z0pNPPPIrRSnWEYZGRmKZgJ55OSZFxhdZ1jtu/Tk1ipDNfPLSmFaMTHPcy+vtqmaSVCi5kIm0VSYMmWK0Lp1a2H//v0e182aRJNjNePT05XVEuWqe0r3eQM7Jya1FTGPRLVUu9SfeQcEPbMrZsI3Wr/sqCc5OepmFHxV383g7zbCmzfy+8TvZswOqIVlpXykYVhZxGjJqfc8z+LZjrSKdb1r167VVLK9UdfT0tJUzWGlp5s328A70ZTeb6atGDVLIkUpfVI51PLb7jpt5D65zKKcoqk30UyR2HZFk2nifWrmUKTwLPKcTqfQrFkzwel0ml5Qi/JER0cbrmO+Hoe0+jU9WXjqlJaMRtqS0pzQSPqkJue07pPLb/Rlj56cdrw8kpruatasmRAWFuYyh6Q1vvHWLen8zmiZGulbRXnS0tJUxwZ5nHLTf1LkZn6l80WpqTclB+7ecMyuJD+tLdTx95xXqe9TqiuCoG0mT6tfVGofRtLNM19Tk1EvXC0zT3py8L405EUvT4zWFa28MDLOyV/SSl/WqsVhdE6udk0Mh8fEnB3tyMhcwGy4Ru+Vf7cyT65NSOuA0+kUQkJCBKfTqfuMkTZvVT4jvrTU1sZm1r5aadKr40rzObN9m3xNw1tn1eSSy52SkqK5Uac3P1STlzedSmWsNU800gdorWdpXlXzIJNoMgRBwP3334/Fixdj1apVSEhI8Pg9KSkJoaGhWLFiBUaPHg0A2L17Nw4dOgSn0+kzOdVUCOWqe94weaRETTQT4GukappjxoyxTf2Z1xSPntkVM+EbrV921BMtMwq+qu9m8HcbMavOb8XsgFpYVspHSY0e4FPJt1KPeUwuaak+m0Gs68XFxdVUsr1R1wVBUDWHZcVsg1GzSmbbimDQLIkUpfTxmACxu04buU8us9SsGeA2UyS2XdFkmvxZuTkUKWpmsqRtITs7GwUFBcjOzuY2LyEPR5Tn3LlziI6OttTPGInXTF/M069pmfjRq1NaMhppS2bMfkjlEc1EqLUnPbM4ctnV7tGT02h4SvcIEtNdhw8fxpkzZ7B161bMmDEDgPr4xlu3eMxwmDGLKUf8vaCgQHVskMcpN/0nRW7mVzpf3L17t8vU2+zZs5GRkeEho5aJYLvw97wp0PH3nFcp/pEjR1arK4C2mTwAqv2iUvswkm69MUxar4zMIfTMPOnJwWvKkRe9PDFaV7TyQi8spbIVzSBJzSGpxWF0Tq43D+cxMacXHw9G5gJWw+W9V/7fyjy5NiGtA4mJidi2bRsSExN1nzHS5q3Kt3DhQpSUlCAtLQ2//PKL5v1qa2NA3dSWmXUNjwkz+XzObN8mX9Pw1lktGaXXli5dir/++ks1f42+/zCaTqUy5jXDrYXeehYwZnKPqOXYvgXkA+69916hYcOGwqpVq4SjR4+6/oqKilz3TJ48WWjbtq2wcuVKYdOmTYLT6dTdlZfjrZ0yu3dNecOj3Vp9rOaR1olbrXDlp5uMnngwcjpN71k76kkg1jXeE8BKaro1Bd7TgWbrmZH41eIyIr/R69I4lU49aamBm01rVlaWqkk0I+Ho9Q3eOPEpLy8jJreMmCfQes7qiSIz9Uz6rJZ6vF7YVuWV5reaqTiedCnJqVS248ePN22OwUz+Gs0TX8erJQ/POKBWd5Xqlfx+tXD05JLfZ7Yd8sSp1VbNhMfT14mmLaR1VZ6fPPmg17btzBe1Z3nrsFL6eEzTqJm1MpoeqwTifE8QAkMuf8tgtM1qzS+sjtVK8SvNOeRzKy2zOUbiMDqG6uUHbxq9NX+z+rzWXEfLDLiROJX6SrV6Z6QPVEqLkft9gZW6YmROYFe67eqr7Bpn5ffxzHWkcwirecI7F0hKShKSkpIMm+oz27eqtRWpqWKj9cZKPVLqO3jDUupb5M+anePyxslzv/R9glZemWlDanWcJ2+8ib/nLjURMokmA4Di37x581z3FBcXC/fdd5/QuHFjISoqSrjhhhuEo0ePGorHmxlvJ0ZU8AjvYndZWAmP99m6Un/qQn7IZVf7LlcdtivN0nDszEe1sLSuK5n7ULtuVSZvtlOrv5uJmydMs/Fq1VFf9HfyZ7TMuKi1FytxKj2vZJ5GL26t8LxRl7zZL/orXrMymb3frvoi79P8US7eQq1NSq8pySU3/WVnXy9HzcyYneOoN8apukYgpN3fMnirb7UjXVrzNG/MI/Vk8UY8vHPymtQ+jchsdt1lZvz1Vn9vFm/MIZSeCbSxwltzIV/MsazE56v8U5oPiaaKec0Ve7MfMlInleQItHYsx+4xlbcO+TpvauLY5G9ow8ZPBNKGjdFTUkZ+J+wjJ8eYhgbvSUpvn9Dhuc9bTpR9BW/e8Jw6NBuvt+E9zSc/RShqnowfP577tK7SSSYz9U9Ndp7ftE4oqZ1w1zuprRevUh56s37o5YuVEzdqYfOeZDMjt1Yd5Wl70vw3WpZKJ+69pWHDUye00qKmcaMVl95J/szMTKF169bC+PHjFU8S8+QFbxs0grf6Y716bCReO+ZZVk4KKvVdZk+SWpkb6NUDo21FLV1a7VSpzmVmZnqMYVlZWdUc/NrltJpXw4YX+XPSU7tm51ta5WFlvPIH3uhXfIVdMuj1R2bGcjPjF+9Yo9d35OSwU8uijwK1+3g1NNSQx6k2XzLTNxsZ442WmxF4xmY7wjMTLu8YYrU+a5WtUZmtYGU+ZCbf9dItf5ZnHml3X6V3D2/Z8/RXvBrZ0vv1tCW07tHSiLCaFq16INfOHz9+vJCUlOSxhteqL2oazGrrDaNtXmu+prVu4/ndilx2zPfldU3LsoHReXZOTo6qxQ7etm4X3uwzfdUf+xrasPETRjLe25UvPV3bcazWIKX2rC+pCZMlq2GI92o5tJWTnm7vjrnRslYbAJQmxeKpUqfTqTopEZ9LTEw0lB5v1w95+Hr5ZPR+LaTPWk2ntxZSYj2sV6+eEB0dXc1poFLdFp8RT/TIHYYaTQ9PHmulz2iZ8jyj9Lsd5Sm2Oytq+zk5OabamlI4WvlidvGl1g+Kv2dmZnK9IJGXQXo6c5bZunVroV69ekKzZs24HLZL+1ozdVUrzVpyp6WlVVusiOWuNm7L81/qWFzMB60+V22hFh8fL4SEhAjR0dFcWnY8bVJ0jis6BlWqj2YWrVrw9seik1rxXvnCSiqvXpu0Yx4lhqFW/3j6N/FZMd955g5a45nRMtBzQG1UG01rDsSzaE5JSRFiYmIEp9MppKWlCTExMa4xTB6nOIeJj4/X7JvM9sdGxl7pvEtatqmpqUJSUpIQFRUl1KtXz+MepTmpmpN40QFwampqtfgDYU2ghFoempnX1raXAWrjoDj2abUv+TgkYmY+xVsWeuOJ3tpHPo+Qym+kPvDGaWb+qfSM1T7EzLxQTQ5xfJOPN3rjsXzuZnd7ksvLu67JysoS4uPjhcjIyGrajUbj9BbejEerLfM+a0Rj2wo876bU6puRPFSbH+shzQ+9eVRaWpoQHR0txMTEGO439OZLVsohJydHcDqdrvmPPDyluMU+UKqJI+8jleqJFXnl4UvnaNK08Iz98jZg9H2bWr8jH0/Vyk0pPHle8bwL1Bt75XWyts1pAnUOahVvbtiE+MNvTm3E20439RzHSh0EWnU67w185ZTUDoddZsPgcWgrx4qTcLXwpP/1UHOOnJaWho0bN3o4eROd13bu3FnViaToxK5p06aG0uPt+mHUeaWdzi7VnAyaSafe80bCV3Imvnr1ahw+fBiCzGmgWt2WOiAHjLc3XufePOkzWqY8z+g5RbTipHHRokUoLCxE/fr1dR2Tq4Vhpq0phaOVL0adiQPQ7AfFe+fPn4/jx4/rOupUcsq6atUq5ObmQhAEREREcDlsl/a1ooxaadJDL1+kbUSaN9Jyz8rKUhy35fm/aNEil2NxuXNKpT5XzdFvREQEYmNjMWLECCQnJ3s46OR1ACpH7Cu2bt2Ks2fPKtZHtbwy2354++Pu3btj27ZtADwdKotI802vTdoxj1JzrizC07+Jzw4cOBBjxozhmjtojWdGy0DQcUCt5vhVy3Gu2hxISzapo9uioiJkZ2fD6XSiffv2yM7OhiAI1eIU5zDTp0/H+vXrDcWnh9GxVzrvkpbtwoULkZ+fj/LycoSFhUEQBM05qbw85A6Axf5OSiCsCZSww5GvVjg1GbVxUBz79BxTS8chNefvWvHpXdeTV+ma1tpHPueUym/FubtanGbmn0rPWO1DzMwL1eQQxzeHw+Ehk954LJ+72d2e5PLyrmtWrVqFiIgItGjRArNnz7YUp7fwZjxabZn3WV7H7FbheTelVt+M5KHa/FgPaX5kZGRozqMEQUBUVBTat29vuN/Qmy9ZXbtlZ2ejqKgIiYmJiIuL8whPKW5xviWu25X6Z6B6PbHrHQgALF261DVHk6aFZ+yXtwGj79uk/+XvH6TjqVq5KYUnzyued4F6Y698nKptc5pAnYMGNLZvAdUijOyU2e0UixeeUwyBgK92h7VOIqqdOta6xvuMmTR6K0/MnPSUn+jSc3ymlidm6yHPSVq7T8N7O05eOex83mjZy833WanbSvVEz4m90XCtmhSyu0zNhsl7ktJqHZWf5FZ61orZKPk9onp+SkqKqllI8V6phg1vPkrjEc0dqZk34sk7q2r/PPHKx5Px48cLLVu2VDRLphaPVhnKNZXE+6UmD4ykzWgfYOQkpdH2b7U85LJJnVirmYRTapNm5xLy61J51Jxp65lUNZNndppFMjvPMTM30HpWasbTqFlOtTIx6uRaGoYdDrKldZA3TfKwxLLOyMgwZTqIJ73ewq44fCGrLzHb9+q1Bb26ZFQennCNmiyShmHU3LSZsUXrOTNOz9XMnaqNMzwauDyo9XG89UUvLKMyGR1npNhlytIO/Nm3mB1L1dq+neaV1OZIWiY5eeuhVr2UjpdK8zo7MDvnURq77TaBz2OW3EwZmJWJV26e925apsbMjFNGvhvpr3jGKt46rZUWI+Mf4R/IJJqfMJLx6ek1W72rti1wlEhP91R5FK95w/GdL8OxI1ytZ7xZt3nqXaDkk5k2YqVd8Txrtd1ayVu9uNPT3Wq9VtTwpTIqqSlrTf7MvsiwEyvhi2kXTeXoTfTl6ZWWgTTvpXkq/WzVd43Yx8bHx3uYmtKbqPLWQ7nc8v5c6d7k5GTVNMnjlX83Uk/E30U1eDWzV2oOy6XhGFlIq6UhPj5eMx4l2cX/SvnKW0Z29nlqcSrVU/FePXMhvG1K6RlRDtH0ltPp1JVVKpfUBJve/Tx9pVLbUjLzZtRciBlZ1OQT5TE6BsjrpPzZ1NRUVTMl0raoV5fFz1I5jbY7rXzy9guPnBy3WRSpGTin0+kyVcgzJujBYyKkJlGT1jx67VDpd3lfwBuPWDe0+lGj8qSnu83giKZ79PppefmI5rC6du3qCldrvmJXnqmNjVqHPeRzXzUH4TExMZr9jZq5Q6N1Vj43UUobT/hm6pQdaZGOob704SCiNxb5Cq35qRpqZWZ2HOCVzcq9evNypfvE+qVkGsxueNa+cpPGaWlpHiZb1UyVGpmDyOOTzzFFWdXKX8tEnih3UlKSa25hFJ61jNLaVcwHcR0pTZdSGtXClK/FjJhP00JpPSCfa+nVYaPvIKz0vYTvIJNoNYCart5V29TtlJCrPJo1dWVXWXurztidJm/WbZ56Fyj5ZKaNeNvEitV2ayVveUxCiWq9Y8eONa2GL5VRNIMg6KhS66nj22E6kRcrZSQ3lQNA0UyGWnrVzA2pmSsZN25cNVOIRtIj9rHl5eUepqb0zHGYNbMi78+V7l26dCn++usvxTSpqdsrqaED2vVErgavZvZKNMukZtJDzUwlb56I//v164cXX3yRy3SIlmkAo2VkZ5+nFqeSyU5ecyG8bUrpGfG/IAguM1x6cwmpXEomDM2aHAKq55fcTKJZcyFmZFGTT5Rn9uzZhsYAPXOZDodD1UyJtC02bdqUqy6PHDkSaWlpXOYV1cIwavrCLPJ+STSLIkjMwB09ehQHDx7E1q1bsWnTJlf8amOCHgKHiZCaRE1a8+i1Qz2TWEbMBIl1QxAE0+ZnlcYk0QyOaLpHr5+Wl09aWhry8vIQGxvrCldpHDAroxinlnlR6diYlpbmMddSMjEszn3lJpdEk0Rbt27V7G/kbc6KCV4eU2c8psnMmuG1khZpvhmZG9mFUdPN3kJrfqq1RlSbd/jLHLuZ/kPpfqW1oZJpMLvhNYcsnYMBwJgxY1wmW9VMlWqtadTQmmNqlT+gbiJPlDs/Px9BQUGmxn2etYzS2lW+jhQEwZUG6We1MlZbixkxn6aF0noAgMdcy861pXi/HSbQiRqM7VtAtQhv7pT5El+c1A+E+LXC0DtxzxOe1kn+mnBKLxDlN1MuSs/bJb+WPGbiUnvGrjbhK5mUTjJ6q83ytGO9+/XqlfQZs2bWeNPPW45aJtKkvyupREvTm5aWJiQnJ3OdQlQ6xapXzmr5rWbyRF4WSqaHjNYltfxSOrUkmgyTmtPg6Xfkp8P0TkTJ887M6VV5/thh+oLnN7nsormplJQUw+1QbqLNCLx5ZsTEl1Z/Z7cJLLP5bxattGr1Kb4Y93NycoTk5GSXWT6jfb2eGRy9vFYyfac39hkxkajUrynFYzWvleqaWjknJyd7mFOSjgVyOa2YgKsN1KT0KNUnvTmq1X5Pr60YmVto1WFes0hKJhAzMjKE+Ph4ISMjo1q71YpPLf1KY7j83szMTNU4rczF9do5z3eeeLSu64Vnp0li3v5Tfq/VuaMZ7IzDbFhGx0+ee8yGaQa7+g21Z8ya39aqh2qy6Y318t9F883iPEjLtJVePmnJoDYmKJnn4tF84THbrYU87TzpMTKf0uonpPM/6TyUN/1G06m21tR7hnes9rfbi5o0X/InZBLNT9SWDZv0dP+aa+OJ3w4ZtcIwE778GaUw/J23Rghk+c3KYbf8YnhWTHgZiccf+a4Wt5ZMemac7JTF13kTCHUvPd1tJkPLRAFvX8pr6sCuvpknTmk4PH2rntxGTL2p/abVzo2OJ3ppMPO7mXyxIz165aklq519p7fnBXaHEyjjqZ4svpBTXoeM1m+r9clIfGbGRLl8Ujm9MTbo9edKY4hWnyc31UQELrxjl93zAz1ZjMpstS+S13GltqeWRmm+qaWfZ17izbmw0XKpKXNlnjC1+k9/j2V2YlZeb+a9lTmnlbj07jMy9un1NXrX1foSvTB4+mYj9VkPnvaiJ7fVMcCMvN7o07TyVau/91b6rc5ZlcILlDlaTetn/QWZRCMsYbcKb25uLubOnYtJkyYhLi7OlvjV7jESl1Y80t94w+RRyzWat0bzzuj9WhiR32y8Zp8zW0ftrtt6asJ2oSS3Ut7pXQNgOL/V8mzkyJFYtWoVRo4cWe0ZuRknM+UsfyY3NxcFBQUYNGiQpTbFE5cW8vhyc3Mxe/ZsOBwOpKamqj6vJ6dW2Unrl6i+L5rJiI6ONmTGQ87IkSOxdOlSdO/eXTcPjfbNavnKY16Bp/8xY7pFr+5I27RYv2NjY1FYWIjCwkLUr19fsf/Lzc1FWFiYYntQyhPxPrU2rZVGu9oC7xio95u0PhYUFCA3NxcAXO3iqquuqtZXKPWdvP2XvD2IyPukzZs3Y+rUqejevTtmzJhh2/yDB6V+QikddsQlhbc/UpN35MiRmDlzpk/klJa1tI2OHDkSGRkZHvVbWuelMsbFxWHz5s1YunQpevXqheTkZCxZsqTaPXqyiHV23759eOSRRzB27FiPNsbTNnnajFh3xTQWFhZi7Nixqs8ZRZ6PanmgNYZI8180Types8skjhw75651Ba3xVfyfl5eHVatWYfr06Vi/fr2h8UJsF82aNUNYWBj69evH3aZ449C6T68d6ckir+PSuiztI0aOHIm9e/di9erV6Nevn0d/0Lp1a3Tu3FlxniWXWWlOPH36dEyePBnTp0+vNgao9dM8bYFnDqWWd1pzMyPorS3Uyt7KekA0WaQ0F+OZH9o1vvsKXnmVxlOe55Se5ZVFbR5qBbX5sdpaSD5P12sTosy9evVCQUEBxo0b5xGPXrqUxnG1+au4tjp69Chyc3NVy0X+/kDeTuWyGGk/Yv6I/b84jovpF+WSpl2+luFZIxqRSa0s5Wnnwcj9kyZNQmFhIXJzc11zPPmz4hjXvn17171a6bfSjyqtgcySm5uLvXv3AgAGDx5sqq7YSaD0s3V6Xmn7FlAtwls7Zb5SLfNWPL7cafXVqRJfoRS3VjmZkdWoKQOl6946BcSr7mv2d6v324FZswVap3ekDlqlzjvF31NSUlymCsyqycvj11KXN+O8Lz3d06GiND6javs8cSnJx1M2Vk61SMPTKk8tR49W679aOdqhUi0tQ73w1OLlUQX3Bunp6UKXLl2E+Ph4l0xqfbHUOajU2aaSvCkpKUK9evWEpKSkaung6Udzcux1Jmln/oryi47ro6KihHr16nE7dtVqA6mpqR6O3tWcw0vLbNCgQUJoaKgQHR2tm6dq5uzsgudUpyiLWnnwtmfe/kjJ1INUNiuOn/XMUiiNCfLfROev8v5Rnn+DBg0SIiMjPdqqVvjyPiY9nTk5DwsLE+rVq+dxGl+8j6fNKaVTzaRSTk6O4HQ6FR30KpWLUl1QM9NhZdw127/Y1Xd4e55t95zRXyiVk157NorYl8g1VPT6La1rWteN3MO7NuJZL6WlpQnx8fFCZGSk4HQ6hUGDBgnNmjUTwsLChJiYGN04xOt6DrzlfZi8n9Zrt1ZMjOnJaga1PtlM2YlyqY19vOOnWnqN1As70RvD7ZLDaju3un7XWzfwrtnUZJGvhcT1rNExTlyTxMfHC126dKk2h7QrP8TvRtaGautL+VxXHg9PHyeVScxHtTl0y5YthZiYGFdfo9VXKPVZvO3fjGaJkfFba70upk+t7KX5o1XH1NqAFVOMPOOmUv8YHR0thISEeGhz+mpeFagEevpJw6aW4Stnl96Kx5c7rd6Iy587xUpx6znxlt+vh1p4Rq6bzSO953icWlr53er9dmDUkaeI1olEqYNWQeK8U/xd6lh90KBBXA7s9Mpc6R4156U8TJrk6VBRGp9WHpkpQ7V6yFM2Zk46KoWvVZ5ajh6t1n+1cpQ6dTTbFqRlKHe6qyarPF6jzhbtYtKkSZg/fz6OHTuGtLQ0ZGRkuK7LZR44cKDLOaggcbaplP9bt25FcXExdu7cWc1RKE8/arczSTvzV5SnsLAQ2dnZKC8vR1hYGLdjV602UFhY6OGQXsnhu7zMZs+e7dKw0ctTqbNTq/lgNG1yWdTKg7c98/ZHSk5epXKKGpKCCcfPaukQPyuNCWrOX0V5pP+ln2fPno3Ro0cjIiLC1c9ohS/vYyZNYk7O9+zZg/j4eA/NEnG84WlzSmletWoVdu/e7ZHH4r3Z2dkoKiry6DPE3+TlojQWqTnotTLumu1frM6dfDXPtnvO6C/UHN5rtWejiH2JXENFr9+Sz/+k17Su64Unl02eLiMySJ8tKChAREQEWrRogcTERKxbtw4REREQBAHt27fnWn+plYeWA295P63XbtPS0rBx40akpaXhl19+Ucw3HuyaQ6j1yWbKTpRLbezjHT+VMFov7ERvDWGXHFbbuZlnldZkausG3jWbmizytZC4xjU6xolrkvLycpSUlFSbQ2rJwBO2/L+RtaHa+lK6DlZqC0beCUnzUW0OXVBQgHXr1rnWbVp9hVKfxdv+zWiWGBm/gerzeHn61Mpemj+CIKjWMbU2IJ/zmZ07q7UhedomTWLaWNu2bXPN2+Xy1UXqdPpt3wKqRfhaw8bukxpmnrfjdEignHhTy09vOu/yVZ5rnTBSczynd3rTF/XMat0wKqu3Tj/5Ok69UybSk3o5OdpODcXwlO7Ri0erHvGkwUwdtLPM9BzD68Vt5NSZN/oCnroll5HHmaYZGbKyslQdSkrL2i4NG6t5Kwj6J1q14lCrv5mZmULr1q2F8ePHK8pjNU6j/aE879X6AqN5L3dAqlX3eOKSp1utvqjln16foaZhw/PZaB7x9l965csTn5F0yxEdd6ekpFhuf2LblzpYlZej1qlEtb5Uej0tLU0YN26cS4tULqdYN+ROXvXyQa2PVAtfqrmqpWGj1efZoWFj55irF66d466ejN6cf/oqHVbj1OvLrcwJlDAyLumlS60tm5VT/C0zM9Ojv+KVS6uf0ZqP6Mlrd1kolYFddccMauGY0QTSGoO14uUdA5UcqVtZG/KiN4YanUf4o3/iQa9N250mK/nA0/+Yjd9KvVKqpzxhmpVF6zle5/Vq9VcrHdIweeqF0v1qYUjneEbmdDx5oDf/k4bJM5dVe15pHJOHodXHBmofEYh4M694wvamhg1t2GjgzYxXIj3dPsdkdsngjTB8lS61/PSmQ3l/pU0vbm/K5Y96apaaJKsVeNJptA4ZucfO5+zEqAxW+hBfpFerDO101q2GmgNeb6RdGmYgjY16shhxUmx0DsAjk1m5jcrKK49eWLxy2dEP6cXrbVnMhGMlrvR0+5yYKtVrafh6/Y9aPyUvE6kJJ956ZbTc1GStyWMdjxyBIGcgyGA3vkyT2XWjkXHJrCxm75W2S6NOx+2U0ehzdpS7P9uDnXMFs2XiqzHXSj0wOoby1PXa1P/VROyq+2b7Yysyeus5vTCU5k+8/brWXFvpM+961siaSAzT6jtBvTh5xjHqI+zBm3nFEzaZRKsjqKk6iqpxvnC0ZIe6mV4YvlJpU8vPfv364cUXX6zmTNqOPPZW2vQcEOo5C7RLLqU8shq20Xy3yymc3BGzmfC0nO35E54yUepfeJxR26VeLuLNvk2t3Uid02ZkZOD48ePIzs7GW2+9hUsuucTl6PvcuXMebcqI6redfYFaHik5xZ00aZLLiavD4VB0RKkVplq9UKrfoikrqcq2WhhWy1fujFQaDy9KsujJp1QXpM/069cP8+fPR79+/RTDk+aRWvyis2K500yl/kqtrKRx9+vXTzevrNZPI2OQUj1Vy1t5+Lzxy8NVc54smlBQcw6vlh6teqKXl9IyljukNhKO0j28YYvPKJn0UMsvAJg5cyaysrLQq1cvzJgxA3l5eUhLS3P9LjfXIIavZW5JKr+Wg14AHiaceOsw7zgvl0HeztTqrRyt+RlP/ycvQyVZjaDVrqT32O1g2gy10cSFL9Ok1G4KCws9xn1pfYiOjkZqaqprXJo+fbri2GKHLFJ42oi0HQJwzc/UTBAZmbfyyKgmK+9z0jXmFVdcgdmzZ+OSSy7RlcmofGpy6n03G7cZmaRzEDPx8oz/8noujV8vzVbWMUZNJmvF5c2+wsx8V3qPt9e1vnivpTUXlN6jNhaqlY9aHsnrpdbz8j5ZLw/M1BUxbb169XLJpJYPRuOWzp8WLlyIgoICjBs3TlVGMW+U1qbSfFMKQ+29nZhGsSyMlKNYdvKw7eo3xfnj9OnTsWzZMs0+Q23OCCAg5mk1BW/2p36fq9q+BVSL8LWGjRbe3DX0lgqZt9X4zIZv5ykiu2TSC4vnpKSSwzkrcarFw5NHRvLB6gkWM0idL1vJO6OnP/Twl+qrmA4xP6yaFTBiFsCXJyJEteOUlBSPky9hYWFCSEiI4HQ6hfR0t3NusyfRecxnGAlLzZk1z8mepCS3s2+p6nd6errQtWtXl2NvJcS2ER8fr+nQVqveGilfK+Hw1DmtU2Jafau8Lkj7DKfT6XFSWS28nBxlx8BaJzZF+XkdsYr1NikpSYiJiRGcTqfh+mfWHINSuvXkT0tLE6Kjo12OoI2YttBqY1JZ0tLSquWFlqzSe6TjgnTMMIpWGeuh15coha2Vj0qmHKTlIz+JGB0dLQQFBQnR0dFCenq64HQ6XX2lXE69slO7x1vjntqpTaU8UHLGy1vmavUpNTVVcDqd1dq8PP5BgwYJMTExrriUnJ1L800vj0Un69HR0aqy++LUZk0w5VETZFRCa7xLSUnxqLdiHyFqqonzAZ61hR1yqrUDESPzaGl/aNRBuVJY8n5AmifSfDISZnx8vBAZGamrvSQvQyPjnyDon+YX+6+UlBTN/tbONiDK4HQ6TY+XRuOSlltaWprqes5MOnlMH3kbo/Fqzbt42ruR9mhFXjvWBlrzI/mcWx6f0fm10jNa2iKpqamac1Ql7WGt+sa7rlTqy3i1YMyiNQeSmkUUy0Oeb2rrI2n4au1aKY1adVD+m3yep1ZPzL4fMprP8vWLt/vRuoS3+3DSsCG8urPnLWd93nYCaDZ8O04R2S2TXlh6sk2aVN2RndU4jTiXNBqOmTDN3q+EcN4psCAIlvJO7ZSwWfzlIFd6ksNI/Eac0Krd68sTEaKT19LSUowcObKahk1iYqLL4eKYMWMMnaKTouVA2kxYas6seU6YL1myxOXsW+pAdNIk5tBdPDGv5PRWbBvl5eWaDm2NOMnUS6vZcHjqnNYpMa2+VX6iUtpnOJ1OhIeHuzQN1MLTclisdmLTqLNxaf0oKipCdna24T7NrGNppXTryS8IAqKiolyOoPUc3crlVGtjUllmz55dLS+0ZBXjlI8L0jHDKGZO5fKkUy1srXxUcnSqVD7i59zcXJeGjXj6b9u2bUhMTKwmp17Zqd3jrXFPrb0r5YFY1tL2yVvmavVp0aJFqKysRLdu3VTrGgCcPHkS7du3R//+/SEIgqKzc2m+6eXxyZMnERERgaCgIFXZfXFa0F/zGSPUBBmV0BrvwsLCALjrrdhHiKe5AbeDY2/XA612IGJkHi3tD8eMGWPIQblSWEpOn8XwxHkTwF835s6di4iICLRo0aKa5rFW/NJ+kGf8k8qp9l8s/61bt2LTpk3V4lH7bgXpuHHw4EFT46XRuKR9+sCBA9G0aVPF9ZyZdOo5PfcFRuXWmnfxtHer61peee1YG2jNj7Tm3NIweefXSs8o5ZG0/1i4cKGibPI+WS6TiLyd8qwrld4daclpB1pzIFFeAK7ymD17toc8amUlDV/tPY1SGrXqoPw3+TxPnha73zUaeU4cQ7zZj9Ylaup8DwBp2GgRSBo23sRbO47e3sn058k4s6eQjYRt1Vm41dNERjDqzJ1XBt4TJVbisCqv2TjN3mO3DNL6pueYkPdEoFY8amnjKWur+aPn2M9KXZPno9RBuxWsyKXVl+Tk5AjJyclCUlKSkJycbDrPpfJZcfqpFZeZtqOUb2p5qZfHSr/zOuIVn01JSRFSUlKqOe40mh/Sa2r9rppjdK280jtFavSkKU+91ZJfa+yT5qmSI1Bp+jMzM4WkpCQhKSlJs6z0HEArfdZznmoGs6cq5WGkpaUJycnJinVdK0165atXPzIzM1XnAkbGC3m4Snktj4sXHpn05NILPzU1VRg/frzgdDqryaeV12LZKTnU5tWwUcsbX8xz1NLpa3jjtiKjP9KnVbf0+iCttmQ1/Vr9gtYJeLvGdSNlrdSO9Pp/XjIzM4X4+HghMzNTUwapI2peJ9hG4e1v7arHRucIdsajVaflczDpiX8jaxJ/9Z9G64M8f8ysH+zsF+3INyv9izgWZmZmmpLLzBxGWueMaMTozQ141sg8/S1P3RL7RDHfeOYd0t+ysrJcfZxe+5HfqxS2kXagFZfR+qk0J7MTI7IS1uApayv57c19A9qw0aCubNjURvQGNp4OUmtwSE+3R2VSCXnY8u9aSGXXUi/Ve97ohMZOB6bS9Kan2+ck2QxmJ7tKGClHo/CWkyiD1ETWoEGDhC5duniYvVKTVU09V7xfNKlmZuHJU9Y87c5sW9QqH54wxedFtWwt83K+moRpqVPL5ZWnm3eSLG+vcpV03s0/Lcy0HaVn1OqYXt1T+l0prUoLK6l5PTtMTEjbmmh6RTTlp9cOxGtyExBq+asWBs/YIu9rlMpfDEdcDMk3/dTkUuoHkpOThZYtWwpNmjQRWrdu7TIxJZo9FM2iSeOQxyWaXNB7oanUdlJSUoTo6GjX5pBaP6K3mLbLzI9aOGrtTm4mVM/8oNrLCK35i9bLCL10KJn0aN26dTXzbFZewoifrW5A6/WtejKJaU5OTnbVR6NjhlL78+YcxCp2j4lG+jS74/AmohnJevXqcc+LtfoEM2sZpfCU5hp6YUn7XJ75hRq8cYv3OZ1ORVNadpSl0lpIafyOj4933SefPxudK1mt02ae1xoXzc6heVGbcyqRlZUlxMfHC82aNas2B9N71t/9pR3x681tReTloxS3N9ZWWpiNT/6c2Cbj4+MNm3RXmu+K17p27erqu7TmPXrwzLd45/d6ZsXkdV/NjFhOjtu0o5hvWibH5H25Uh5ppUlaT+VrBmn/buWdjNr7LZ6DP3a0RbX6rDdX0TuAR9iH1XImk2gEYRA91VEedUkttXS7VCaV0FNz10Iqu5Z6qd7zgDFVeTXn42aQp9esKRk7sNO0VSCYNZSbehDrSUlJCSIiIlRVx0UEFRMxcpNqPKZblGTTK2ueducN9WWeMOVq2Vrm5XyllqtWXkryqpnj0itDPbNDas9702yillxKdUyv7qmZRZOnVUyL3GyLaF5PzxG7GkomDgoKClymV0RTfmL88mfk1+QmILTMuCmFwTO26JmVkYYjCIIrv7KysjzM9inJpdQPLFy4EOfOnUNQUBAcDgc6deqE/v37Y+zYscjIyMC6deuQnZ2NgwcPuuKQmwgU+8O0tDTXdaC6GRSltnPTTTehtLTUdV2tH9Ey32HUPIcSeuGotTtBZiZUmk61dBQWFqJ+/foeadGavxgxL8NjemTfvn349ttvPcyz8fYrarIAUKyLvjCVKk/z0qVL8ddffyEtLQ2DBg0yNGYotT9fmEEzi91jopE+ze44vIlw3oxkmzZtuB0RGzGRxJM/SuEpmW7hMaOpZ46YJ4+V5jlKcYu/JyYmuhxd29XviiithZTGb9HR9ezZsxEbGwtA3SSxXj5ardNWTYWp9f12yihFbW6nRFpaGvLy8tCsWTPceuutinMw3vWGr7Ejfp51FcBnPtjXpqHMxid/TmyT06dPx/r163XlUDJZKjdRevLkSRQXF7v6LivvbXjmW7zzez2zYvJ41MyIAXCtL959912sX79e0+SYvC8X802aR1p9mrSeAp5zQ2n/buWdjNr7rfnz5+P48eOqpsHV8s4oavVZb66yatUq7N69G4D191CENv7u8zWxfQuoFsGzU6a2Y2tmF9Tos7wnoL2Jr06KG0VvF17rRLQZ7QAzpzq9gVqdMHJCw2h95jn95U+VbKvh2Ok83u76JL/fqPk8NVVxo3LJ47dq2oE339XqsN2nUcy0b61ncnLsVbHWKxcj9chKP6gUt9rpJbvzQCluI23NipkYpX5TNDenZw7AbP+pVFbSeNTM4Bk5qSs1EyPGZ9TUH0+61dLCG75oIigpKUkYP368rpm0rKwsD5NhWv0Wz1whJ8dtUkerL9Xqm5TMwxk1x8LT96n1UXr9lbys5OZleMtKqcx552ha8xWj7Vja/8jNE4npu+GGG4SYmBihe/fuqqcvjc6ZlOqjUl2V951m5zQ5OTlCSkqKh/ksK3Mib+ErmQIx7TyYqd9G7xO/q43LWmOAWvvkDcuouR2935Xi1upDeMxwmpFBqx3Ln09OTlZsp3pjol7fqHZNrTx5zL0abUdG+0m74DV1F0j9glr+W5XRSD+g9bwVE212ySv+rjY3tiuftPoRq32GGXlEtOq1WXmysrJcGuJ67wSU2rO0/xLzTcksr54sWn0Fj+k0tetq78W01qhG1/3yNZPaeooHrbkiEZiQSTQ/wZPx6enm1SD1wuK936yZFTuwkt5AIj3dN6a3/JVfSvHaJYteOGbz1q62FCh11IgcZmU224d4uw6YCc9KewykdmbHvb4Kyxv9oJZs3ionM+VgxFQGrwzSvFQLk6f/NJJ/VuYkWs/6aow0itn8MztGSPNBae5lV9/NW3940mr1fm+Np3b2l2bmONK2r2TyMDo6WnA4HEJQUJCquVej7U0rTitp1UJupilQ5kQEP0brt5m2rfesmTGANyxvzBOszgOMhKWVjzxzC6W8tdJOeecGSuVpp4lrI/L5CjNjhS9Ry3+rMtqVRm/NM8zIEQjvbczO7b0lk1l5xDlPSEiI4bZvd/+lFY/d6TYTl9p90rZrdG5I1HzIJFoAY0UNUi2skSNHYubMmZg0aRLi4uK47jdjZsUqubm5KCgo4FLLz83NdamNaqXJrBxWw+ZVGzYij1gu0vLxl7rdyJEjsWrVKowcOdIlI2/Zifer5bFemszmrZW8kqZXNDegFI6RuqN2L28YdqpI2/WcXfVRXr8AvnzZvHkzpk6diu7du2PGjBmu+yZNmoTc3Fxs27bNI0wtpPF5q53ppUnaJ6elpcHhcCA1NVXxXqU8M4sd6RX7hMGDB2Pnzp04evQocnNzLffXWrJNmjQJhYWFyM3NxSOPPKKaV0bRq48AqtUVpXFUrIdmxhex3zt37hxyc3PhcDgU+1ue/lPtdy3TIDxzEnna9J49evQotm7daqjOquWfWts3Go7Z/JNez8vL426L0vFMy7yK1b570qRJHvmtNY7pxa2VdwUFBSgsLMTmzZtdadEb4wsLC1FQUIDc3FwAMD3/MjLn1ctXpTbPUzcKCwuRl5eHwsJC9OrVy9XmCwoKcP311+Ovv/5CWFiYqrlXMQwxP9T6NOm8UJQ3IyPDY14kvUcaptE5l5Tc3Fx06tQJpaWlrjQEtNkHQhG1vl6tLfL0+yNHjlRcByg9K50fZGdnc/WVmzdvxtKlS13tSp4eNfOkclkLCgrQq1cvj/aQm5uL2bNnu+ZY0rSLn/v162eoXwfU19NW+h+euYVSfvC0U3k+SOfQ8meVwlUqA7tMXFtZN/KGYwaevPEnavlvdHyXo5XGzZs3u+K85JJLNOWzc53JI7vaPf369cMHH3yAPn36qI6VasjD1FrfS/tIpfu05pha4zhv+pXQylO1taV0viftR6V9UG5uLrKystC5c2cPmfXef4hjidn+69y5c4iOjtZdA0rDlK/p1N5pabUbpb5TPlfTq+fS8MW1v9TUpTi/lc799N4PSOWwq98jaji2bwEFGG+99ZbQrl07ITw8XOjTp4+wYcMG7me9uVOmhV27sN5W8bXzdKQeWmkJtF1r+akqqxpQdpSj1Z1+f+SxGfVtUUXa6XTqOsUWBHvqcKDVP18iloPosFXqNFXuCFapzAYNGiSEhoYK0dHRhvJVydyHHU5j9dqaXCa1+0XHwDExMYZPZdkhp5lnpf2W9KQUr/q/2fj1TskpmT1QM4UgT4vaCcr0dH1nx/Ln1BwC66FWF+Rp0EuTEmZMVEjz3xfjgNozYtuvV69etXJQqqN6cauZe+ExKabktFpNDj2stBeltiGmWa0d8MTBcypRnKfw1HN5W+Lpp9XSa2S81oKnbirVkUGDBgkxMTG6J0P15qBifyKavVALU5q/8vKTjmFimE6nU9XkC495LN4xSyufjODtdUdNxw5zPdJ+wOi4lpOTIzidTiEmJsbV7oyMg0rrGTXTLUY1NZTyRuybk5KShJYtWwopKSmutiKdN0j7cC1Z5Rg1U6Mmp51jo1IcavMDrfmTP9qiVE5pf2akz5Jjpm+XXzMzv9JLZ6D0c1bnqILgG60qJdTKVq0eSRFlbt26dbX5m9G1nNo4KY9bba5oNH0i0vB4x2Y988E88z2t9Gitn1JTU1XnqGYQ+6/o6GiPNSdPW1Wbh/LOi9PS0oR69eoJ9erV002/FmbqmtIa20g51mQCqe+0G9KwMcnnn3+O1NRUvPvuu+jbty9ef/11DB06FLt370ZMTIy/xVPFrpMe3nZsbUROq2nSSksgnYwBqp+qsqoBZUc5qp14sOOEjLfQSrfab6JDusrKSnTr1s3QyQg9tE7R8IZR25A7bJU6TRVkjmCVymz27NmuU/ZG8lXJYbQdTmN5nORK/2s58I6KikL79u01T3dL/9spp5lnpf2W9OS31PGh3FG7HQ5u1U55Su+XO5nUczzJc4JSz9mx/Dk1h8B6qNUFeRoAGHamKS8bHtmUHCB7cxxQe0Zs+2VlZdXKwahDY6VnlPJXrfzkfZVamDxYaS9ajn/V2gFP+WvlnXy+wlPPtdqXVnqUfjcyXmvBUzeV6sjJkyfRvn179O/fX3N+pDcHFfuTtLQ0zTCl+QvAo/zkY9iqVauwY8cOHDx40KNPUCp3MSy5fLxjllY+GcHb646ajh0O4qX9gNFxbe7cucjOzkZRURESExOxZ88eQ+Og0npGzTmyUU0NpbyR98lbt27Fpk2bMHDgQIwZM8Y1bxDjEARBU1Y5aWlp2Lhxo6bDaR457RwbleJQm/NozZ/80Ralco4ZM8bVnxnps+SY6dvl1wDj8ystAqmfszpHBezTqjKKWtmq1SMposytWrXCypUrPfoKo2s5tXFSPiarzRWNpk9EGh7v2CzmS1ZWluK8j2e+p5UerfldYWGh6hzVDGL/JWrYqM111Z5VkpN3XiwwtyBwOBy66dfCTF2T9tl6a/La9m4pkPrOGoXtW0ABRJ8+fYQpU6a4vldWVgpxcXHCrFmzuJ7X2inzxg6h3WHWtF1MLXn1Ts/YHZ83nzf6nNJJK63v3sbKqWO7nlH7LSenuuNOO2XyJXbKZ6TOGIk3J8fTIaP0u5pjb7P1Xu03rbrg7XpqJG67ylPr9BHPySK1U4dqJx/lYdqtYWMmveK1lJQUV10zUmfNpMNsm1H6TXScOX78eFUNG97Tdkpp0XpWyymmnuxWZFILk9cpsBJaadHLT+l3NRnMnMgVwxKdtsrzQetEd05OdQfxWvKIacjMzNR1xMpT382k2cpYohYfb/+pNg7whmtkHOF1MKzUFqV9rFKdVAozJydHGDdunBATEyN0795d07lwVlaWkJycLCQlJSnWAbmc0jHarrHTjmfrAmY0OgTBs8zV+gjpfWrtMTU1VRg/fryHc2irZS2th3pzE56xQ6nNytuf2n+jYxOPg3cz46BV9MYzHll5+jeleLXGAL0w1ZyCS8cq3vmHkXxSmr/Kr9mlYWNnWDxxGZ3bGm1jVuP1BkbyWKmtyN8DGE23miN6s/03j+zSsVmr/05JSTG1ptaLX+m73v3eQGkezDO/k8uolz92zXetjulqda224u++xZt4U8Om1m7YlJaWCsHBwcLixYs9rt9xxx3Cddddp/hMSUmJkJ+f7/o7fPiwasanp/vWmVZdwGj6reaXv563O15f1xsz8flSRt64Ar292SmfkTpjtR1Kv6enm3cK6e/2bTd2ycNTdrxmGKXlw+MYN9Awml7pM/4cu3nMT1iRk7d968VhZqzRKxM7xy8rZjz08sFb47uezGbSpNXPGmkjgTK285aHWhmaGXfU0mG1vqr1sTzPRUdHC0FBQYomQ5XikJoV0QvbDnO9hHHs6FeshmFXuRuRw+5+wsrYb7QvDPT5EI+sRtZFWn2n1XHTW/XAjrHbSpzewhf55Yt4fYlSHTaabt75qzdkt2ttbnf8vkRr3mVmfuctudSuGQmL5mG1BzKJZoITJ06gsrISLVq08LjeokUL7Nq1S/GZWbNmYebMmVzhe0NVrbaqv/HiazNd/nre7nh9XW/sVv23G964Ar292SmfkTpjtR0qmYBRM3dlJFyjBFr52iWPEfNGPG2Ax4F6oGI0vdJn/Dl285ifsCKn0fatFoeZsUavTOwcv6yY8dDLB2+N73oym0mTllkcI20kUMZ2rbLhvWZ03FFLh9X6qtfHaj0nOgBWctquFIfUrIhe2ICxfpOwBzv7FbNh2FXuRtJidz9hZew32xcGajvhkdXIukir77Q6bnqrHtgxdluJ01v4Ir98Ea8vUarDRtPNO3+1G6Nzd1/G70v05l1m3yvYLZfaNSNh0TyM4MEhCJyGGGsYubm5aNWqFdauXQun0+m6Pm3aNKxevRobNmyo9kxpaSlKS0td3wsKCtCmTRvk5+ejQYMGPpGbIAiCIAiCIAiCIAiCIAiCIIjApKCgAA0bNvTKvkGt1bBp1qwZgoODcezYMY/rx44dQ2xsrOIz4eHhCA8P94V4BEEQBEEQBEEQBEEQBEEQBEEQLoL8LYC3CAsLQ1JSElasWOG6VlVVhRUrVnho3BAEQRAEQRAEQRAEQRAEQRAEQfibWqthAwCpqamYMGECevXqhT59+uD111/HuXPncOedd/pbNIIgCIIgCIIgCIIgCIIgCIIgCBe1esPm1ltvxb///osZM2YgLy8PF198MTIzM9GiRQt/i0YQBEEQBEEQBEEQBEEQBEEQBOHCIQiC4G8hApX8/Hw0atQIhw8ftt15EEEQBEEQBEEQBEEQBEEQBEEQNYuCggK0adMGZ86cQcOGDW0Nu1Zr2Fjl5MmTAIA2bdr4WRKCIAiCIAiCIAiCIAiCIAiCIAKFkydP0oaNL2nSpAkA4NChQ7ZnPEEQNQNxx5w07Qii7kL9AEEQAPUFBEFQP0AQBPUDBEEw8vPz0bZtW9f+gZ3Qho0GQUFBAICGDRtSJ0wQdZwGDRpQP0AQdRzqBwiCAKgvIAiC+gGCIKgfIAiCIe4f2Bqm7SESBEEQBEEQBEEQBEEQBEEQBEEQhqANG4IgCIIgCIIgCIIgCIIgCIIgCD9DGzYahIeH4+mnn0Z4eLi/RSEIwk9QP0AQBPUDBEEA1BcQBEH9AEEQ1A8QBMHwZl/gEARBsD1UgiAIgiAIgiAIgiAIgiAIgiAIghvSsCEIgiAIgiAIgiAIgiAIgiAIgvAztGFDEARBEARBEARBEARBEARBEAThZ2jDhiAIgiAIgiAIgiAIgiAIgiAIws/Qhg1BEARBEARBEARBEARBEARBEISfoQ0bFd5++23Ex8cjIiICffv2xcaNG/0tEkEQXiI9PR0Oh8Pjr0uXLq7fS0pKMGXKFDRt2hTR0dEYPXo0jh075keJCYKwg19//RUjR45EXFwcHA4Hvv32W4/fBUHAjBkz0LJlS0RGRmLIkCHYu3evxz2nTp3CuHHj0KBBAzRq1Ah33303zp4968NUEARhBb1+YOLEidXmCMOGDfO4h/oBgqjZzJo1C71790b9+vURExOD66+/Hrt37/a4h2c9cOjQIYwYMQJRUVGIiYnBo48+ioqKCl8mhSAIk/D0A4MGDao2J5g8ebLHPdQPEETN5Z133kH37t3RoEEDNGjQAE6nEz/99JPrd1/OBWjDRoHPP/8cqampePrpp7F582b06NEDQ4cOxfHjx/0tGkEQXuLCCy/E0aNHXX9r1qxx/fbwww9jyZIl+PLLL7F69Wrk5ubixhtv9KO0BEHYwblz59CjRw+8/fbbir+//PLLePPNN/Huu+9iw4YNqFevHoYOHYqSkhLXPePGjcPff/+N5cuX44cffsCvv/6K5ORkXyWBIAiL6PUDADBs2DCPOcKiRYs8fqd+gCBqNqtXr8aUKVOwfv16LF++HOXl5bj66qtx7tw51z1664HKykqMGDECZWVlWLt2LRYsWID58+djxowZ/kgSQRAG4ekHAGDSpEkec4KXX37Z9Rv1AwRRs2ndujVefPFFZGVlYdOmTbjyyisxatQo/P333wB8PBcQiGr06dNHmDJliut7ZWWlEBcXJ8yaNcuPUhEE4S2efvppoUePHoq/nTlzRggNDRW+/PJL17WdO3cKAIR169b5SEKCILwNAGHx4sWu71VVVUJsbKzwyiuvuK6dOXNGCA8PFxYtWiQIgiDs2LFDACD88ccfrnt++uknweFwCDk5OT6TnSAIe5D3A4IgCBMmTBBGjRql+gz1AwRR+zh+/LgAQFi9erUgCHzrgf/9739CUFCQkJeX57rnnXfeERo0aCCUlpb6NgEEQVhG3g8IgiAMHDhQePDBB1WfoX6AIGofjRs3Fj744AOfzwVIw0ZGWVkZsrKyMGTIENe1oKAgDBkyBOvWrfOjZARBeJO9e/ciLi4OF1xwAcaNG4dDhw4BALKyslBeXu7RJ3Tp0gVt27alPoEgajEHDhxAXl6eR9tv2LAh+vbt62r769atQ6NGjdCrVy/XPUOGDEFQUBA2bNjgc5kJgvAOq1atQkxMDDp37ox7770XJ0+edP1G/QBB1D7y8/MBAE2aNAHAtx5Yt24dEhMT0aJFC9c9Q4cORUFBgetkLkEQNQd5PyCSkZGBZs2a4aKLLsLjjz+OoqIi12/UDxBE7aGyshKfffYZzp07B6fT6fO5QIg9yag9nDhxApWVlR6ZCwAtWrTArl27/CQVQRDepG/fvpg/fz46d+6Mo0ePYubMmbjsssuwfft25OXlISwsDI0aNfJ4pkWLFsjLy/OPwARBeB2xfSvNB8Tf8vLyEBMT4/F7SEgImjRpQv0DQdQShg0bhhtvvBEJCQnIzs7GE088geHDh2PdunUIDg6mfoAgahlVVVV46KGHMGDAAFx00UUAwLUeyMvLU5wziL8RBFFzUOoHAGDs2LFo164d4uLisHXrVjz22GPYvXs3vvnmGwDUDxBEbWDbtm1wOp0oKSlBdHQ0Fi9ejG7dumHLli0+nQvQhg1BEHWe4cOHuz53794dffv2Rbt27fDFF18gMjLSj5IRBEEQBOFPbrvtNtfnxMREdO/eHe3bt8eqVaswePBgP0pGEIQ3mDJlCrZv3+7hz5IgiLqFWj8g9U+XmJiIli1bYvDgwcjOzkb79u19LSZBEF6gc+fO2LJlC/Lz8/HVV19hwoQJWL16tc/lIJNoMpo1a4bg4GAcO3bM4/qxY8cQGxvrJ6kIgvAljRo1QqdOnbBv3z7ExsairKwMZ86c8biH+gSCqN2I7VtrPhAbG4vjx497/F5RUYFTp05R/0AQtZQLLrgAzZo1w759+wBQP0AQtYmpU6fihx9+wC+//ILWrVu7rvOsB2JjYxXnDOJvBEHUDNT6ASX69u0LAB5zAuoHCKJmExYWhg4dOiApKQmzZs1Cjx498MYbb/h8LkAbNjLCwsKQlJSEFStWuK5VVVVhxYoVcDqdfpSMIAhfcfbsWWRnZ6Nly5ZISkpCaGioR5+we/duHDp0iPoEgqjFJCQkIDY21qPtFxQUYMOGDa6273Q6cebMGWRlZbnuWblyJaqqqlwLOIIgahdHjhzByZMn0bJlSwDUDxBEbUAQBEydOhWLFy/GypUrkZCQ4PE7z3rA6XRi27ZtHhu4y5cvR4MGDdCtWzffJIQgCNPo9QNKbNmyBQA85gTUDxBE7aKqqgqlpaU+nwuQSTQFUlNTMWHCBPTq1Qt9+vTB66+/jnPnzuHOO+/0t2gEQXiBRx55BCNHjkS7du2Qm5uLp59+GsHBwRgzZgwaNmyIu+++G6mpqWjSpAkaNGiA+++/H06nE/369fO36ARBWODs2bOuE3EAcODAAWzZsgVNmjRB27Zt8dBDD+G5555Dx44dkZCQgKeeegpxcXG4/vrrAQBdu3bFsGHDMGnSJLz77rsoLy/H1KlTcdtttyEuLs5PqSIIwgha/UCTJk0wc+ZMjB49GrGxscjOzsa0adPQoUMHDB06FAD1AwRRG5gyZQoWLlyI7777DvXr13fZmW/YsCEiIyO51gNXX301unXrhttvvx0vv/wy8vLy8OSTT2LKlCkIDw/3Z/IIguBArx/Izs7GwoULcc0116Bp06bYunUrHn74YVx++eXo3r07AOoHCKKm8/jjj2P48OFo27YtCgsLsXDhQqxatQpLly71/VxAIBSZM2eO0LZtWyEsLEzo06ePsH79en+LRBCEl7j11luFli1bCmFhYUKrVq2EW2+9Vdi3b5/r9+LiYuG+++4TGjduLERFRQk33HCDcPToUT9KTBCEHfzyyy8CgGp/EyZMEARBEKqqqoSnnnpKaNGihRAeHi4MHjxY2L17t0cYJ0+eFMaMGSNER0cLDRo0EO68806hsLDQD6khCMIMWv1AUVGRcPXVVwvNmzcXQkNDhXbt2gmTJk0S8vLyPMKgfoAgajZKfQAAYd68ea57eNYDBw8eFIYPHy5ERkYKzZo1E9LS0oTy8nIfp4YgCDPo9QOHDh0SLr/8cqFJkyZCeHi40KFDB+HRRx8V8vPzPcKhfoAgai533XWX0K5dOyEsLExo3ry5MHjwYGHZsmWu3305F3AIgiBY2n4iCIIgCIIgCIIgCIIgCIIgCIIgLEE+bAiCIAiCIAiCIAiCIAiCIAiCIPwMbdgQBEEQBEEQBEEQBEEQBEEQBEH4GdqwIQiCIAiCIAiCIAiCIAiCIAiC8DO0YUMQBEEQBEEQBEEQBEEQBEEQBOFnaMOGIAiCIAiCIAiCIAiCIAiCIAjCz9CGDUEQBEEQBEEQBEEQBEEQBEEQhJ+hDRuCIAiCIAiCIAiCIAiCIAiCIAg/Qxs2BEEQBEEQBEEQBEEQBEEQBEEQfoY2bAiCIAiCIAiCIAiCIAiCIAiCIPwMbdgQBEEQBEEQBEEQBEEQBEEQBEH4GdqwIQiCIAiCIAiCIAiCIAiCIAiC8DO0YUMQBEEQBEEQBEEQBEEQBEEQBOFnQvwtQCBTVVWF3Nxc1K9fHw6Hw9/iEARBEARBEARBEARBEARBEAThRwRBQGFhIeLi4hAUZK9ODG3YaJCbm4s2bdr4WwyCIAiCIAiCIAiCIAiCIAiCIAKIw4cPo3Xr1raGSRs2GtSvXx8Ay/gGDRr4WRqCIAiCIAiCIAiCIAiCIAiCIPxJQUEB2rRp49o/sBPasNFANIPWoEED2rAhCIIgCIIgCIIgCIIgCIIgCAIAvOJGxV4DawRBEARBEARBEARBEARBEARBEIRhaMOGIAiCIAiCIAiCIAiCIAiCIAjCz9CGDUEQBEEQBEEQBEEQBEEQBEEQhJ+hDRuCIAiCIAiCIAKDqipAEPwtRc3hzBnghReAe+4BDh/2tzQEQRAEQRAEQVgkxN8CEARBEARBEARBYNUqYPhwIDoauOMO4O67gW7d/C1VYFJQALz5JjB7Ntu0AYCgIOD99/0qFkEQBEEQBEEQ1iANG4IgCIIgCIIg/IsgAKmpQEkJcOIE8NprwIUXAgMGAPPmAWfP+lvCwODsWeDFF4GEBOCpp9ybNQCwZYu/pCIIgiAIgiAIwiZow4YgCIIgCIIgCP+yZg3w55/Vr69dC9x1FxAXB6SkAH/8UTdNphUVAa++yjZqHn8cOHWKXQ8OBsLD2ec9e+pm3hAEQRAEQRBELYI2bAiCIAiCIAiC8C9vvOH+/OabwOuvAxdd5L5WWMjMffXpA1x8MTBnjnvTojZTXMzy4oILgEcfZdpHADN/dvvtwM6dwMCB7Fp+PnD8uN9EJQiCIAiCIAjCOuTDhiAIgiAIgiAI2ykpr8S6/SdRVlGleV9E7mFcvngxHABKm8Vg9WWjIISGAYNvQcNtf6LVNwvR8n/fIqToHHtg61bggQdQ+cijOD7kGhwZPRanevdnmxi1BEdZKdp8lYGEuW8i4t9jruuCw4G84dcje/LDOHdBR6AM6NKsNdqd/33D0nU4k9SPK442jaPQLa6BF6QnCIIgCIIgCMIstGFDEARBEARBEITt3P7hBvxx8LTufdN/+QgDq9imzttdrsKbn23zvKH9GESlXI8Ru37DbX8tQ1LuLgBAcFkpWv5vMVr+bzH+aRSLz7tfja8uGozj9ZvanhZfEVpZjlu2LseUdV8grvCEx28/dLkMb/S/DXubtwN+LwB+zwIA3HE8FM+cv+ebRSvx+Y5Q7vjeHNMT1/WIs0t8giAIgiAIgiAsQhs2BEEQBEEQBEHYSkVlFddmTWRZCcb8tRQAUBocgoUXD1O8rygsEl92vxpfdr8aHf/9B7duXYYb//4FTYoLAADtzuRh2q8f4+E1GXh82P34KnGIfYnxASGVFRi9fQXuX/s5Whd4mjX7qVN/vDFgDHbFJCg+e6BJK9fnhFM5huLdsP8kbdgQBEEQBEEQRABBGzYEQRAEQRAEQdhKRZXg+ty2SRRu69NG8b4Lv1+IhqXM1NmBISNx12gec16dUYar8UVZKRJ+X4Fu//sCbTb9DgAIrarES8veRr8RA3C828VWk+F1GuT8g44rlqBL5tdoePSIx28H+g/GHxPvx4mOF+I6ANephBGdFw18wT4PDclH1bDOmnEeLyjF/LUHAQCC5p0EQRAEQRAEQfga2rAhCIIgCIIgCMJWyivdfmvaNY3CfYM6VL9JEID7PnN97TLrKXTpqXCfFldfCMx8ADhwAJgxA/j0UwRXlOOmWQ8DmzcDzZubTYL3yMsDPv8cWLgQ2Lix+u/XXAOkpyOhd28o69TIqLoAuDMCKClBwqkc5byWsCO3wL1hQzs2BEEQBEEQBBFQ1B7PnARBEARBEARBBASVEg2bkCCH8k3LlwM7d7LPl10G9OxpPsKEBOCjj4BLL2XfjxwBxo4FKivNh2kn+fnAvHnAVVcBrVoBDz1UfbNm6FBg3Trgxx+B3r35ww4KAjp2ZJ+zs4GKCs3bHR7FQTs2BEEQBEEQBBFIBNyGTWVlJZ566ikkJCQgMjIS7du3x7PPPgtBcvxLEATMmDEDLVu2RGRkJIYMGYK9e/d6hHPq1CmMGzcODRo0QKNGjXD33Xfj7Nmzvk4OQRAEQRAEQdQ5yivdc/fgIJUlxxtvuD8/+KD1SENDgS++AFq0YN9//hl4+mnr4ZqlpAT4+mtg9Ggm0113MZmq3NpHuPhi4OWXgUOHgMxMoB+PSTgFOp83g1ZezrSNNJBu2JCGDUEQBEEQBEEEFgG3YfPSSy/hnXfewVtvvYWdO3fipZdewssvv4w5c+a47nn55Zfx5ptv4t1338WGDRtQr149DB06FCUlJa57xo0bh7///hvLly/HDz/8gF9//RXJycn+SBJBEARBEATw11/Ak0+yF7MEUcupkGxKhAYraNjs3g3873/sc7t2wKhR9kTcsiXbtAkOZt+ffx5YssSesHmoqGCaQ3feyTZpbroJ+OYboLTUfc8FF7C+4O+/gT//BB59FGij7OOHm06d3J/37NG81QF3edCGDUEQBEEQBEEEFgHnw2bt2rUYNWoURowYAQCIj4/HokWLsPG8yQBBEPD666/jySefxKjzC7uPP/4YLVq0wLfffovbbrsNO3fuRGZmJv744w/06tULADBnzhxcc801ePXVVxEXF+efxBEEQRAEUTcpLQWGDweOHmUn7rdvd79QJohaSIVEwyYkWOGMmOQwFqZOBUJsXJZcfjnw0kvAI4+w77ffzvzZXHCBfXHI2bULeOcd5pvm2LHqv7doAdx6KzPT1qeP3C6ZdUQNG4Bthp1fSynhoWFDJtEIgiAIgiAIIqAIOA2b/v37Y8WKFdhz/mTYX3/9hTVr1mD48OEAgAMHDiAvLw9DhgxxPdOwYUP07dsX69atAwCsW7cOjRo1cm3WAMCQIUMQFBSEDRs2+DA1BEEQBEEQAL7/nm3WAOzF7qJF/pWHILxMhcSHTajch82ZM8D8+exzVBRw9932C5CaykyRAcx/zOjRQHGx/fEAwFdfMf87b77puVnToAHTtFm+nPnUeeMNoG9f+zdrAIMaNm5Iw4YgCIIgCIIgAouA07CZPn06CgoK0KVLFwQHB6OyshLPP/88xo0bBwDIy8sDALQQbVOfp0WLFq7f8vLyEBMT4/F7SEgImjRp4rpHidLSUpRKzBUUFBTYkiaCIAiCIOo4H37o+f2ZZ4DbbrNXq4AgAoiKSrdJtGD5hs1HHwHnzrHPEyYAjRvbL4DDweLZvp1pnGzZAtx3H7tm14aJIACvvAI89pj7Wng4cO21TJPmmmuAiAh74tJDrmGjgaeGDUEQBEEQBEEQgUTAadh88cUXyMjIwMKFC7F582YsWLAAr776KhYsWOD1uGfNmoWGDRu6/tpYtSVNEARBEARx6BCwbJnntb17ScuGqNWUq5lEq6z0NIf2wAPeE6JBA2aCMCqKfZ8/H/jgA3vCLi8HUlI8N2smTmQaNl99Bdx4o+82awC26dW8Ofuso2ED8mFDEARBEARBEAFLwG3YPProo5g+fTpuu+02JCYm4vbbb8fDDz+MWbNmAQBiY2MBAMdktqGPHTvm+i02NhbHjx/3+L2iogKnTp1y3aPE448/jvz8fNff4cOH7UwaQRAEQRB1kXnz3G9Fhw1zX3/mGeagnCBqIRVVbg2b0GCJSseSJcDBg+zz0KFAly7eFeTCCz03aaZOBTZtshZmfj7zETN3rvva888z7Z2GDa2FbQXRLFpuLlBYqHob+bAhCIIgCIIgiMAl4DZsioqKEBTkKVZwcDCqzi/6EhISEBsbixUrVrh+LygowIYNG+B0OgEATqcTZ86cQVZWluuelStXoqqqCn379lWNOzw8HA0aNPD4IwiCIAiCME1VFduwAYCgIOD994ErrmDf9+0DFi70n2wE4UWkPmxCpHP7N95wf37wQd8IM2YMcP/97HNZGXDTTcDJk+bC+ucfYMAA5pcGAMLCWDt+4gnv+KYxgtQs2t69qrd5SEn7NQRBEARBEAQRUATchs3IkSPx/PPP48cff8TBgwexePFivPbaa7jhhhsAAA6HAw899BCee+45fP/999i2bRvuuOMOxMXF4frrrwcAdO3aFcOGDcOkSZOwceNG/P7775g6dSpuu+02xMXF+TF1BEEQBEHUKVasYC94AaZN0KYNkJ7u/v3ZZ0nLhqiVVHiYRDu/RbB1K7BqFfvcqRNrE77i1VeB84e78M8/wLhxzDybEf74A+jbF/j7b/a9aVPWxseMsVdWs4gaNoCmHxuHZGOJ9msIgiAIgiAIIrAIuA2bOXPm4KabbsJ9992Hrl274pFHHkFKSgqeffZZ1z3Tpk3D/fffj+TkZPTu3Rtnz55FZmYmIiR2ojMyMtClSxcMHjwY11xzDS699FK8//77/kgSQRAEQRB1FakpprvvZv8vvxy48kr2ed8+ICPD93IRhJepqHSbRAsJOr9BINWueeABpnXmK8LCgC++cPt5WbqUbZjysngxMHAg81EDAB07AuvXA5dear+sZpFq2Ght2Eg+C+TEhiAIgiAIgiACCodAs3RVCgoK0LBhQ+Tn55N5NIIgCIIgjHHyJBAXx0wwNW8OHDnCXhoDwG+/sY0bAGjfHti1CwgJ8Z+sBGEzq/f8iwkfbQQAPDC4I1Ivbsw0zEpLmZ+XI0eA6GjfC7ZyJXDVVcxcocMB/PgjMHy4+v2CALz2GvDoo25fVJdfDnzzDdOwCSR27GA+ewCm9aNicvGfk+cw8JVVAIBRF8fhjdt6+khAgiAIgiAIgqgdeHPfIOA0bAiCIAiCIGoFn37KNmsA4I473Js1AHDZZcDgwexzdjbwySe+l68ucPo08Ouvxk1fEZappmHz3ntsswYA7rnHP5s1ANNue/559lkQmGm0gweV762oAO67D3jkEfdmzfjxwLJlgbdZA7DNX1FrSVPDRmISjY7uEQRBEARBEERAQRs2BEEQBEEQdiMIyubQpEh92Tz3HFBe7nWx6hTl5cyE1cCBwPXX06aNj6mocu8EhFWVA//9L/sSFARMneonqc7z2GPAqFHs8+nTwE03ASUlnvcUFAAjRwLvvuu+lp4OfPwxEB7uM1ENER4OxMezz3v2qO7GSFzYkA8bgiAIgiAIgggwaMOGIAiCIAjCbv74A9i+nX3u3x/o2rX6PZdeCgwZwj7v309aNnbzySfAtm3s8w8/sJf0hM+oqHRvBXT6dRlw9Cj7MmqUe1PBXzgcwIIFQIcO7HtWFvOpI3L4MGufmZnse2goq09PP+252xGIiH5szp5157kGZB2bIAiCIAiCIAIL2rAhCIIgCIKwmw8/dH9W0q4RIS0b71Be7jZ7JTJ7NjB/vl/EqYtUVLlNoiV+Pd/9w4MP+l4YJRo2BL7+GoiMZN/nzgXmzQM2bwb69nVv9jVuDPz8MzOFVhMQN2wApmWjAGnYEARBEARBEETgQhs2BEEQBEEQdnLuHLBoEfscHQ3ccov6vQMGMAfoAHDgADO3RFhn4UKmtQQAcXHu6ykpwNq1/pGpjlF+XsOmZ84uNN/5F7vYowdw+eV+lEpG9+7Mt47Ivfcy/1KiZkr79sC6dYElsx6dOrk/q/ixcdCODUEQBEEQBEEELLRhQxAEQRAEYSdffgkUFrLPt96q71ydtGzspaLCU7vm88+BKVPY57Iy4IYbgEOH/CNbHaLyvIbNnVnfuy8++GDgmRS7/Xa2UQMApaVAURH7PGAAsH69p8ZKTYBHw0byWaAdG4IgCIIgCIIIKEL8LQBBEARBEEQg88/Jc3hl6W4cLyjlun/mq69D9Fjzf036Yu+763SecOCJrn1w8c6NwMGDePfOGVh56XWWZK5LRIQFY9JlCbisY3N24fPPgb172ecrrmC+SPr2BXbuBFauBI4fB667Dvj9d6BePf8JrsfffwNNmgAtW/pbElOUVwpoUXgCw3f/zi40bw6MGeNfodT4z3+YH5uNG9n3225j5tEiIvwrlxm4NGzcn8mFDUEQBEHUbfKLy7F6z78oq6jSv5nwOW2bRKF3fGNPDWmi1kMbNgRBEARBEBq8u3o/ftiq77wbAC44eQRds5n5pz1N2yLD0RI4eEr3uWeSbsY3O9nL4muXfITZLfuiPDjUvNAyLjuwGcP2rMXiC6/AptYX2hZuoLD/37NY89iVQGUl01ISmTGD/Q8NZZpPffoA2dnAX38BEyYAX3wBBAWgwvmLLwKPP860s376iW061TAqKqtw+5//Q2hVJbuQkhK4GyDh4cAPPwCvvAJ06QJMnBiY9YKHVq2AqCimKaS2YSPRsaENG4IgCIKogYgDuMWX+IIgYPwHG7AtJ98GoQhv8cpN3XFzrzb+FoPwITV0JUIQBEEQBOEb/i0s4b73lq3LXJ8/734V9yJqc6uuWJ1wCQCgdcFxjN62wpiQGkzc9D0WfPE0xm3JxBcZ0/HYqvkIraxdZteOnC5mpwK/+grYtYtdvOwyYOBA901NmgBLlgANGrDvX38NzJzpe2H1mDuXbdYAwNmzwIgRTPujhiEUF2PslkwAQFVIqNvsWKDSvDnw8svAXXfV3M0agPU5opbNgQPMDKDCLSJkEo0gCIIgahiCwMz9hocD11wD/Pqr6RMYpRVVtFlTA/jz8Bl/i0D4GNKwIQiCIAiC0EB0ng4Am54cgoaRKpov5eUImXcXAEAIDcX0hc9jevPm3PE4RjYGLh0AAJi183s8u/gVICzMvOCCgKAnnkDwivddl4Ig4N4NX2FyWTYqPv4E6NpVI4DA576MzVi+4xgA4ERBMeKefdb949NPV98w69oV+Owz4Nprgaoq4JlngAsvBG65xYdSa/DNN8DkyZ7XCgqAoUOB1auZrDWEhKXfoklxAQAgb+hIxMXF+VmiOkTnzsCWLUzjbP9+pjUkwcOHDe3XBCQl5ZXY/+85f4sRGAgCotb/jiYfvYuQ48dR1Lsvzl1+JYr6OCH4SWuvQ0w0wkJq8MYuQRA1m59+At55x/35p58ApxOYPp3NcQ0cPCkqq3R97hJbH+P7tbNbWsIkefkleOuXfQBovlYXoQ0bgiAIgiAIDSqq3PacI0ODERqssgha8hPzjwLAMWoUQmNbGItoQH9g2DAgMxOOQ4cQ+snHQHKyOaHLy4F77gE+/th9bdQo4H//A8rL4fjzT4T27gW8+ipw332B5wiek9gG7pd1pV9+zfy+AED//sCVVyo/NHw406R45BH2feJEoEMH4JJLvCusHr/8wny8iPXtwQeBzZuB334DTp4ErrqKfW7f3r9y8iAISPx6gevrkdsngbZrfIjUj82ePdU2bOChYUMEGifPlmLIa6txuqh2aUIaxSFUYci+jbh3/Zfolus27xe1aQOavfMmSkLCsKHNRfg1vifWJPTE7mbtfDaWxTWMwIq0QYgMC/ZJfARBEC7Ky4G0tOrX161jc/1u3YDHHmNzylB988pFZRWuz+1jomv3hs2pU8CsWWysGDCA/TVr5m+pVNmRW+DasKEZW92DNmwIgiAIgiA0kGrYhARrvAz64AP357vvNhdZejqQycxI4fnn2WaCUS2bs2eBm24Cli5l3x0O4O23mUmqzZuBceOY2bCSEmDqVOa7Y948IDbWnMx+JKZ+OAD2Yi/sBbfvmq9G3Il/lu9Rf/CiERh61e+4aPlioLgYhUNHIOPNL3CuaYy3RVYkZt8O3PLo7Qg/b75q+1XXY+mwFIQNLMLNxyYids924OhR5A+4HJ+/moHCmJZ+kZOXNlvW45YDLP+z4rqg6GI/b4bVNTp3dn9W8GNDPmwCm3X7T9bpzZqQygqM2rEakzd8hY4nD6veF1FRhoEHNmPggc3AL8Cx6CZYE38xVidcgt/bXYyT9Rp5Tcbc/BL8efg0+rcP3Bd9BEHUUt59123+t39/Nr9/8UX3oaUdO5ifxiefZBs799wD1KunGpxUwyYqtBZvQh86xA7G7dzJvr/yCvvfpQvzFSn+XXBBwBxk8zBhS/O1Ogdt2BAEQRAEQWhQUenWsAlVMzGQk8PMEQBAmzZMG8IMffsyDZCffmILi3nzmLN2Xo4fZz5PNm1i38PDgYULgRtvZN8vuYT5Q3nsMeCtt9i1zEwgMZH5Trn+enNy+4mYBmzDZsi+jWh1aC8AYEvLTngkPxZYuU/rUbzX/Q4s3LELvXJ2ov6JPPRNm4Tbxs5CaYgFM3QmaHc6F199Og3hRcz80c/te2Nyj4moWLUfAPDhsCfw2anH0eXEP2h4LBeDHxyPW8a+5NWXkVaZ+/U7rs/zel2H22qyT5iaiHTDZk/1jUvP9xD0BiDQqKxyl0lSu8boHFvfj9L4jtCSIvT++Rtc+v3HaHQiz+O3vLYdsPqGu5Hdox8S/t6EDlvWouOWtWh08pjrnhZnT2H09pUYvX0lACAnoQv2Xdwfey924p8uPVEZar1v33rkDLbnMFOPFZXUdgiC8DGnTjGTvyKvvw707g2MHcu06GfNAtauZb8dPgw89BDw7LPA/fezQ1pNm1YLUrphUy+c4xWxILB1T1kZkJAQMJsbmmzbxjZrcnOr/7ZrF/sTD97Fxnpu4PToAYT459U5bdjUbWjDhiAIgiAIQoOK8y/PghxAUJDKomTBArcpqzvvBIItnFBLT3dv/ohaNuHh+s/t3898new7v1HRqBHw/ffAZZd53hcVBcyZw5yU3nUXkJcHnDgB3HADO4X3n/8A0dHm5fchl3ZsjvBgBx74fZHr2hsDxnAtHstCQjH5hifw3YJUtCr8Fz2P7sYLmXOQNiLVZ4vP5mdP4ZPPn0LzojMAgD9adcPUUY+hItg9RT8T2QC33/osvlj4GBJOH0X7Uzn45IuncNuYWSiICLxyanv6KAbv2wgAOBrdFOt6DMSsNg39LFUdQ2oSTVHDxg29AAg8pGVybfeWuHNAgv+E8QUnT7IDBHPmsM9SLr0UmD4dsddcg1td/fIg9k8Q2Eu2ZcvY36pVQFGR69FWB3ah1YFdGLj4IyAyEhg4ELj6avbXrZupfv71n/e4NmwqqfEQBOFrnnkGOH2afb79drZZAzCfNddey/7WrGEaNz/+yH47eZKtLV5+mZlaTk1lh8vOU1TqNokWJTXzWFIC7N3r3tDYvdv9+dx5H2tXXAF8+ikQyH4KV69mpuLy89n3jh2BmTOZ1YE1a9ghtwp3HiAvD/jqK/YHMO0kp9O9gdO3r8/WSR4a0XTAps5BGzYEQRAEQRAalFWwjRhV3zVVVcCHH7LPDgfbsLFCnz5MS+bHH9npuHnzqjuil7N5M9PMOe9DB61aMc2Ziy5Sf2b4cGDrVrZ4+/Zbdu2DD5gvlU8/Bfr1s5YOH9CqUST+6FmGBseyAQBnL+yOu5+fgrsNvIg7PiQOsWNGIri4CKP//gWXXHMZcu6531siuwguyEf3caNQL5+dED/XqSsqMr7DBw0bKd5/4qaL0HLsSEQczUG34wewZtUr+HveV6gMoM210BPHET87A0HnF5WlyZOx6omrUD9C34Y6YSMNGrATonl5Kho20hcARKAhfSlTA84tm+fwYeC114D33/fYaAHAXjo+9hh7OaaGwwF07cr+HnwQKC1lJ8vFDZzNm933FhezMVE0ORoX5968GTIEaN6cS+RgSdupJA0bgiD272ea6yNGsANR3mTXLmbiGGBxvfCC8n2XXsrMHW/bxjZpFi0CKitZP/v662yDfPx4YNo0oEsXlOcdQ+/D29H+5BFclX0OmHOMxXXggP6pjl9+AS6+GPjkE3ZoLND4+mtmCrq0lH3v3Zutr5o3Zz5+AJYvf/zBNm/WrGHjSEGBO4xz54Cff2Z/ADtE9/jjzOSclQN6HJCGTd3GIQhU7GoUFBSgYcOGyM/PR4MGDfwtDkEQBEEQfmDIa6ux7/hZRIeHYPtMhcXIL7+4HdwPGQIsX2490j/+YBs3ANC6NdOaUdOyWb6cmTw7e5Z979aNvZSSnJ7TRBCAjz5iL7zEE3PBwcBTTwH/939+MwPAhSCwjaWNTKMD337LTtEZ5euvmd8fgK2OvvsOGDnSNjGrUVzMXhSuWcO+x8cDv/+uf0Jxzx7g8suBY+fNAA0axExgREZ6T1YlBAE4coS9EJX+SU1NRESwexTMbxA+YOBA4Ndf2eczZ4CGbi2n0+fK0PNZ1k9d0bk55t3Zxw8CEmp8s/kIUr/4CwDwzKgLcYcz3r8C2c3Onewl4qefep5qDg5mL9CmTWNmOq3y77/sBZu4gaNkCkfkkkvcGzj9+6uOt/9dtQ8vZzKttfduT8LQC2ue7zeCIGzgzz+Bl14CvvySHdzq3Rv47Tc+jXizXHutW2smPd3TNJoWBw8Cs2ezQ1klJZ6/NW7s1tjhISiI+Xjp0oXlQU6O+7fp05kGUGiAHNJ5+21mCk585T18OCsvDX8+ANjm1vbt7g2c337zTKfIsGFARgbQpIn9sp9n77FCXPUfNpe7Kak1Xr25h9fiIszhzX0DMihNEARBEAShgejDJiRY5ayzqF0DMJNidtC7N1uYAeyltzQOKRkZzLSZuFlz6aVsYcG7WQOwDYq77wa2bGFq/gBbrKSns/BEE2uByLJl7s2aHj2A664zF87o0cw8AsAWdmPHssWaN6ioAG691b1Z07w5SwePOYlOndgGXePG7PuqVcDNNzM74t5CEIDsbLbIffxxdoIyJgZo25b5PHrmGXaSU/4ydNIk2qzxJ1I/NjKzaB4nNn0kDsGP9DhlrdKw2bGDmd7s1g2YP9+9WRMZyXwr7NvHTmnbsVkDuE9Qz5vHxtHt25nJz+HDq29yb97MTAhdeSV7+TZiBPDGG2xzSVIgUg2bqipqPQRRpxAENu8aNoxt8n7+udsc8h9/AI884r24ly1zb9a0bg08+ij/s/HxzOTkP/8wrZBGjdy/qW3WREcDvXoxTZznnmPmwbZvZ9ooe/cCS5awdcOIEe5nXnyRHSQ6dMhY2uxGENiBs6lT3f33xInsMJbeZg3ADg/06AFMmcK0kw4fZpten37K1kuiX8bMTCApiW1ceQkPjWgacuoctGFDEARBEAShQfl5sychSo7TT59m2hkAe8lz/fX2RSw9OffCC251fpHZs9lCSnzpdf31bEFn9qRXhw5sEyE93a3iv2EDM3XwwQeBt1IQBPcmC8A0gqz4nnnqKbb5AbANsOuuY7597EQQ2EbGkiXse/36bMHXsSN/GImJ7BnRFNqPPzI75pWV2s/xUljIXkKkpTHb5I0bs7pxyy1sMb5smXK+NGzI7k9LA774Anj1VXvkIcwh9WOjYBZNJNCaNQFUeezY1IItm+Ji1r9efLHb/CbAXho+9RR7iThnDnup6C0cDuDCC5kD7v/9jznuXrGCmV3r2dPz3qIids9DD7HNpbZt2Uu677+H9NxGBW3YEETdoKoKWLyY+TG54gpg6VL3bzExbq2at95ih1vspqKC+Z0RefFFc+bXYmKAZ59lGyqvvsoOdrRujZxeAzD/kmvx1FWTsfa9z9gGd0EB24T65BO2+TF6NOtDpRpEzZqx+ezs2W5t/LVrWV///feWkmya8nLWX0vNxT3xBLMkYFbzx+EA2rVjptU++IAdnBLNaB48yLQy582zLLpa1CLkw6buEcA2LgiCIAiCIPxPRZXow0bhxdnChW7zAuPH22sKoVcvZpZryRKmiv/BB+y0V1UVO1n32mvue1NSmOq/VVvKISFso2joUJae7GxmJm3SJHYy7aWX2AusQGDlSmDdOvb5wgvZyW0rOBzs1Hd2NjttfeAAM5O2bBkQFmZZXADMXMT8+exzWBh7eXnJJcbD6dOHabUMG8bq3xdfsFODH3zgPvlnhNJStgm0cCFbZMtNZshp3pydKrzkEvdffHzteLlcW9DSsPFwYksEGtIyqfEt6uefgXvv9dTUjItjG7uTJrFNa38QEcG0aa68kr38PH7c03za0aPue48cYS/7PvoIXaa/CID5hqui3U6C4Ka0ohJTMv7E5kMGzG/5mZCKclyzdSUmrPkCCScOe/x2pHEsPh5wM5b0vBoj/voZT37/BgDg7O0TMe73czjctJVtcty0cQme+PtvAMC2Vp0xcV8zCM9aNb/cHRg3BwBQXFaJ4nJ26Gfgpb2AVi34g3E42GbSpZcy7fGDB9lhtlGj2Kb3Sy/ZN4fW49w5drjof/9zy/bmm0zTxk6uvJKtE266iR1sKykB7roLWL+exWfjWtBjDkBDTp2DNmwIgiAIgiA0cGnYKG3YSE2V3X23/ZE//bRbG2PWLKZJMXkyU9EXeeYZZuLAzpfl/foxUwcPP8w2AQC2QfDjj8zEzIwZni+E/cEzz7g/P/WUuY0KOVFRbBOld2/mJ2b1amZGYdo0oHt3a3G8+irz2wCwslq40O37yAwDBwLffMMWxeXl7HRfdDQz48NTFyormY+ThQuZqYszZ5Tva93ac2PmkkvYC1fanAlspO1TrmHj4cSW3gAEHJIiCaqp7ez4cfYSLyPDfS00lGm0PPGE7/1u6RETw0xhjh3L1M7+/tu9ebN6tWsT+6LPPwRufg1wOFBJGjYEwc1ve07g553H/C0GF1FlxRjz11Lc/ce3iCv01Cje2Twe7/S7GT92uRSVQcFAGfBBlyG4aN8WXL9jNaJLi/D8Z89h9PhXUBpifaOiQclZpKxY4Pr+9BX34GRxhcYT1mgabVLmPn2YabC772ZzUwB4/XWmuf/ZZ0D79rbJqMiJE8w8m2gmOSyMjT+if0q7ad2ajQ2pqcB//8uuvf8+y4OvvmKamTbgYRLNlhCJmgRt2BAEQRAEQWhQXilq2Mhe1m/e7LZb3Ls3e6FvN0lJzDTX998zLZsLL2SnfQG2efDee/b5zZETHQ3Mnct86aSksA0MQWAv+D/7jGngPPUUM5fla1avdjtU79LF3gVZmzZs02bgQOYbZtEi9hcTA1x1FXNKfdVVQMuW/GEuWOBpb/ydd5h5CasMH85ku+UWpnk1Zw47sf7888r3CwKrt2IZKjnhbtaMhXfttaz+xcRYl5PwPQkJTGOuokLThw0ReEjNniiW1T//sJdSjRqx9ir+BcImSFUV00aZNs3TN8Jll7HxqmtX/8nGi8MBXHQR+0tNZZs1V14JrFuHRgf2ot/hbVjftjtt2BCEAc6VuTcZGkeFokFkgDiml9DwXD5u/H0xbvx9MRoUF3r8tiWhOxZeMQYbOvcBHA60lj377m2P4pI3s9H2xBFcdCwbL62dj//c8JBlme79YQGaFhcAAH6++Eqc7J6EdpZDVebyjs1xcZtG5gNo1IhtVrzzDjvwVVYGbNrEDvrMncvmlt7gwAGmcS4eTmnQgFkFGDTIO/GJhIcz6wZ9+7J1UkkJMyOXlMTm5kOGWI5COgWgAzZ1D9qwIQiCIAiC0KDivIZNqFy7wtvaNSJPP+22BS1u1kREMD8j113nvXhFRo1ii47//pdpiJw4wV7KffwxO702YQLT8ElI8L4sIlLtmieftG4KTk6/fuyl4513Mu0VgJ0Yz8hwnxhPTGSbN1dfzV5Gqr0sXbLEs348+yxb2NnF6NFM1okT2fcXXmCbNtOnu+/Zs4ctHhcuVPZnUq8eMyk3diwra7N2vonAITQUuOACVt5797I2e74P83wB4B/xCHU8XNjIfzxxgjlDzs+v/mBUFNC0qecmjtpf5872mvAEgB07WN+2Zo37WuPGTLtw4kR7tCD9QUQE8MADLhOcd2T9QBs2BGEQab/20JBOmNA/3m+yVOOff5iZ4blzmc8tKdddBzz2GC7u3x8X64Uz6kf28r6kBNev+x7XPziWmQkzy969wP99yz5HRGDId/MwxCbNDa/hcAD33cf8/dx6K0tDQQH7/MsvLJ/tPFywZQs7vJSXx77HxQE//eSdQ3Rq3HEHi2/0aGD/fjZODx0KPPcc0yq1MPZ5+rAh6hq0YUMQBEEQBKGB6MPGwyRacbH7xX1UFDMT5i0uuYRtmnz3HfveuDEzT9a/v/filFOvHtMQufde5lT1lVeY0+bKSrZZ8PHHzH7z//2fbWYAVFmzhvmvAYCOHa0thrUYNw4YMICZgVu2jMV59qz7923b2N/s2ezF5+WXuzdwEhPZKmvNGnaisJLZBsf997M8spsJE5hsop3uxx9n8YeFsU2aTZuqPxMayha5Y8cyX0lmHNgSgU2nTmzDpqiIaei1aQNAbmKDXgEEGtJ9gGoaNmvWKG/WAKyci4qAw4eVf5cSFcW0CMU+q2tX86pXxcVMq+/ll90b3AAz4fnqq7VDS+/GG4EWLYBjx3D13vWILTiBStrtJAhupD6fggJBy/PMGeDrr9kc6ZdfPHeUQkLY3GjaNKbZzkv37myOLGq+33MP0LMnG4vNMG2au0995BHvz6/tpGdPICuLmXFeuJBde/ddYO1aduCsSxfrcaxcCVx/PVB4XhuqSxfmj7Gdt3SQNLj4YjbXvv12tm6oqmLmPzdsYFr2DRuaCtbD5yANOXWOGnrMhSAIgiAIwvsIgiDxYSOZNn3zjful2c03M/V7b/LKK8z+c/fuwO+/+3azRkp0NNPcOHCAaYo0asSuV1Qw280dOgBTprg1gbyBVLvm//6PLay9RXw8S89337ENql9/ZRo9ffp4vtwsLQWWL2ebWj16sBN+48czs2LnfR9gzBhmz9tb9qimTGF+jkSmT2fmfKSbNQ4HMxHx/vvsNOJ337ENL9qsqZ2o+LEhDZvAxsMkmlzHZscO9+fRo5lGy+jRbPPlwgvZpgKPxmFRETuF/PDD7Lk2bdim+2efsdPBvCxfzjaon3/e/WKxQwd2/eOPa8dmDcA2v89rRoYIVRi75SdUkYYNQXDj0Vz8ZZezuBj48kumUdyiBdtQWbnSPRBGRjJtun372Et2I5s1InfdxV7aA+wgzS23VNfa4WHlSmaeF2AmeB97zHgY/qZ+feDTT5lFAlGrZutWoFcv4JNPrIX9+efMDJq4WeN0sgMN/tisEWncmFlEeOYZdx3/7juW3u3bTQVJGjZ1G9KwIQiCIAiCUKFCssIMlR4J/OAD92dvmkMT6diRLSAFITAcUDRowDYupk4F/vMf9ldYyF7Y/fe/bHGWnMw0PYz4etFj3Tr2IhBg5p7GjbMvbD1CQ5nps8suY5tVJ0+yBfWyZcDSpZ6n2vPyPJ1tDx0KzJ/vfZNA06ezcnjhBc/rl1zCTovedhvQqpV3ZSACB+mp3t27gcGDAcheANAbgIBD0NKw2bnT/fnpp9lmiVIA+fls40Xp7/BhdqL86FH3Mzk5wLx57M/hYH2GqH3Tvz/bsJBy/DjbEJb2c6GhrA964glmRqy2kZyMquefR1BlJcb8tRQ/laT7WyKCqDH4TcOmogJYsYJpeSxe7H7BL6V9e2bW6r77mMlIKzgcbB78xx/Arl3AX38BDz3EfHjxUlnJNtNFXniBHZiqiTgcbBOrb1+2ebVjB3DuHMvvt94yl67KSubLUmTkSHbYIBAOHwUFMf+evXuzeffp02z91rcvWztasMhAPmzqHrRhQxAEQRA1le++Yw4db7jBu1oGdRjRfw0AhIoaNtnZwKpV7HOnTsCll/pOoEDYrJHSqBEwcybw4IPMNNgbb7CFWGkpMGcOswd+773sZGCLFtbje/ZZ92dva9fo0bQp0666+Wb2gnTPHrZ5s2wZexl67hy7r29fZnZD/sLTWzz3HNtQ++EH5ih7zBh7TE8QNQ+phs3u3a6PHiY26MxmwOF5EF1FwyYoSN3MjsPB+uZGjZi2i2IkAvD33+4+a/VqtzagIDBTNllZTGuvXj2mmXf11cBVVzEtz2nT2IsokcsuYy8ku3Y1nuCaQqtWyLtyOOKW/4DmRWfQ5pdM4ArqWwmCB8Fjw8bLc1lBANavZ5s0X3zBNpjlxMayQyxjxzINCDtlio5mmjx9+jDtmvffZ1qQY8fyPT9vHtNEAdjm+R132Cebv7jwQraJ9cADbh+gGzdaD/eee4B33gm8dfCwYWwMvekmYPNmptU6diyrl6+8wr0mIA2buo2pWv296PjWAFdddRUiOZ1L5eTk4LHHHsNPP/2EoqIidOjQAfPmzUOvXr0AsM7+6aefxty5c3HmzBkMGDAA77zzDjp27OgK49SpU7j//vuxZMkSBAUFYfTo0XjjjTcQXVN3pgmCIAhCyrvvshfhAPOdsXAhnZz3AuXn/dcAEh82H33kvuHuuwNvE8UfNGnCTOI8/DDzWTBnDluclJQw7Zv33mPaMPfcw06dmcmzP/5gJnwAZvJANDkRCDgc7OV4587MT01ZGbPTfeQI833gy1N/DgfbIKuJ5jMIe5G+0JeaRCMNm8BGUigePWVVlVvDpn175jvLLA4HcNFF7C81lfXVa9a4N3D++st977lzzCb/jz9WD6dxY9bnT5zofQ3CAODQmDsRt/wHAEDXxZ8AzzzkX4EIooYgNYnmNQ2bv/9m66FFi5jpXjkNGzITkmPHsk1oHvORZrnoIqZpc+ed7HtyMtt80TtAU1Dg6evw9ddrT98aFcW0TK68EkhLY9roZomOZvPc//u/wF2HJSSwAw5TprjXjm++yerp0qVc9c/D5yBN2OocpjZsrr/+ekP3OxwO7N27FxdccIHuvadPn8aAAQNwxRVX4KeffkLz5s2xd+9eNG7c2HXPyy+/jDfffBMLFixAQkICnnrqKQwdOhQ7duxAxHn163HjxuHo0aNYvnw5ysvLceeddyI5ORkLRYdXBEEQBFFT+ecf5itD5Ndfmd+Mjz8GrrnGf3LVQqpp2FRUsJNvAJto14ZTb3bSrBnw4ovsBeDLLwNvv81eBBYVMW2buXOZCZ977mE+Xpo04Q9bql3zxBPM/E6gEhbGXgYQhD+JjWU25AsLPTRspNDyP/CQvtj0eA/1zz9uXwjdutkbaUQEMGQI+3v5ZfYi7eef2ebN8uXKL9Zuv51t1tQWPzUcnOnlxK5m7dDlxD+I3b4Z+PNP5lybIAhNpCbRqmkOWqGggJmc/fBDt1aKlPBwZjJr7Fhg+HDfmmucOJFpL86fzza+b76ZOaHXOsTzwgtujaCbbmLai7UN0USvqNVphtDQwF4HiEREsLrpdLKNm7IyZqLvp5+Yn0sdyOdg3cb0Vm1eXh6qqqq4/qIMnCp86aWX0KZNG8ybNw99+vRBQkICrr76arRv3x4A21V8/fXX8eSTT2LUqFHo3r07Pv74Y+Tm5uLb8065du7ciczMTHzwwQfo27cvLr30UsyZMwefffYZcnNzzSaZIAiCIPyPILBTWmfPsu+iCvjJk8CIEWwjR3T8S1imolKiYRPkADIz3Xb/r72WvRAlqhMTw17k7d/PzKVJNZy3bWPX4uKY1s0vv7CT41r8+SewZAn73KYNMGGC92QniNqCqPkFAAcPMlOFkG0C0AuAgEPVdJDUf43dGzZyYmPZpvrHHwO5uexF6KuvMrNol13GNnM+/rhObdYAQEhwED65ZIT7wttv+08YgqhBCB4aNjZs2OzZw8xrtWrF5pTSzZqgINZXzZ8PHDvGzJPdcIN/fGu99Za7v96+ncmsxoEDTCsdYAd/Xn7Z+/L5i6AgtnFl9q8mbNZIueceYMEC9/fMTK7HSCO6bmNqw2bChAnc5s0AYPz48WjQoAHXvd9//z169eqFm2++GTExMejZsyfmzp3r+v3AgQPIy8vDkCFDXNcaNmyIvn37Yt26dQCAdevWoVGjRi4TagAwZMgQBAUFYcOGDapxl5aWoqCgwOOPIAiCIAKK+fPZiVcAaN0a2LsXGDXK/furr7KXKQcP+kM677N/P7MDfeGFzNTUE0+wl0YbNzInyzZTXiXTsBHtLgNs8k1o07IlM+dw9Kj7hJlIaSkzXXHllcx00wsvsBeDSki1a6ZPt2YKiCDqEqJZNEFgjm9BPmwCHU8fNpIvov8awPsbNlIcDqYZmZbGzLj8+isweLDv4g8ggoMcWHzhFSgIO38gdeFC4NQp/wpFEDUAz41ok4FUVbEX3ddcww4jzJnjPsAGAP36MZNTubmsr5owgZlB8yf16rENI/EQ+4cfAp98onzvtGlMAwNgmuoJCb6RkfANI0a4N5p4N2xovlanMbVhM2/ePNSvX5/7/nfeeQfNmjXjunf//v0ufzRLly7FvffeiwceeAALzu9G5p1Xx24hc1zbokUL1295eXmIkZ32CQkJQZMmTVz3KDFr1iw0bNjQ9demTRvuNBIEQRCE18nJYT5CRN57D4iPBxYvZs7exUnghg3AxRcD33zjDym9x/btwKWXspdFO3awdM+axRZkffsyB8txcWwD4L772KJt2TLg0CF9DQ6R4mLg8GGm0bF8OcK++AwTspbg4d8ycNuCF5kjd4BtRAwb5rWk1jqio4G77mJ+XbZvZ/W4aVP379nZzA5127bAddcB33/PzM8B7NTk4sXsc1wcC4cgCD5EDRvA5ceGTmwGNqpl4q8NG8JFUJADRWGR+Drx/IZVcbHbTCpBEKpUWdGwKSxkmipduzKzZqI/QwCIjARSUpj29rp1zI+g7F2h3+nWjfkeFZk82bM/B9ja5quv2OeYGODxx30nH+Eb6tdn61iArXvOH6LRguZrdRtTPmy8SVVVFXr16oUXXngBANCzZ09s374d7777LiZ42fzF448/jtTUVNf3goIC2rQhCIIgfEJZRRX+OHgKZRUqGwuCgMT77kSz81okR0fdgl0X9AJ2nbdzfPVtqL+wCy5MTUbk4X+Ytsno0Tgy7i5kP/o0qsL9YAbARupv3YweyWMQmn9G+8ajR9nfL794XK6MjERRfAcUXdABxa3bIrjoHEJPn0LY6VMIFf/OnESw6B/gPM0BzFSKZ+JEtzk6whgXXgi89hrbbPvuO+aAdPly9ltlJTN9tmQJ2xSbOBHYssX97GOP+cekBUHUVEQNG8Dlx4YsogU2qr4epC/4pBtxhM8IOa8a8EnPEbgz67yZzv/+lx1CqC2OwQnCC3j2a5wP7dvHNmo++oht2khp1w6YOpUd4jHiD9Ff3H4782fz4YfMr+PNNzPrAPXqsUNl0gN5zz8PcFooImoYw4a516iZmawOa0DztbqNbW8aNmzYgL59+1oOp2XLlugmOzHUtWtXfP311wCA2PO24o8dO4aWLVu67jl27Bguvvhi1z3HRUdd56moqMCpU6dczysRHh6OcDKxQRAEQfiB2z/cgA0H1M1qXLdjFa5YxV5q/1uvEYa1uwH58/+odl/90S9jVuZbuHbXbwCA1hkf4czPqzH1umk42KSVd4T3Ms5/tmLuN88itIxtpmxp2Ql33fQ0osqK0eHkEbQ/dQTtz/+/4OQRNC86Uy2M4OJi1N+5DfV3brMuUJs2uhNsgoPwcOCWW9jfgQPslPJHHzFNMoBtvM2a5b6/RQtg0iT/yEoQNRVFDRuJiQ06shnQuEpKENwbNvHx7CUf4XNEzYD9TVvjQM/+SPhzLTPVKpppIghCEamGjUNrx0YQ2CGeN98E/ve/6moFV1zB/MCMHAkEB3tHWG/x5pvMCsL27aw/nzKFmbr++GNg82Z2T48ewJ13+lVMwosMG8YOnwFcGzYgDZs6jW0bNjfffDMOHTpkOZwBAwZg9/nTXyJ79uxBu3btAAAJCQmIjY3FihUrXBs0BQUF2LBhA+69914AgNPpxJkzZ5CVlYWkpCQAwMqVK1FVVWXLphJBEARB2ElZRZXmZk2zc6cxc/l7ru9PXn0f8iOVTZMWhtfD1Oum4fd2PfD0ivcRUVGGi45l44cFD+GJoVPwfbdBdovvVYbs3YC3v3sR4ZXlAIC1bbtj0o1P4lx4FE5FNcSRRrFY1b6XxzMNiwvdmzgnD7s+tz2ThxChugZThSMIp6Ma4FRkA5yOPP8/qgFORTZk36PY9ZuG9sDIwT2Y7yDSrrGXhATgmWeAp59mdsc/+IBp2Yhm0QBm29uAD0WCIAB07Oj+TBo2NQJF59y5ue4T5mQOzW8ES5xvbBoxhm3YAMDbb9OGDUFooOvD5uxZtnExZw6wa5fnbxERTEPl/vuZP62aSlQU82fTqxdw7hxzQt+rF9OoEfnPf2reRhTBT2IisyAgWoMoKdG0HOBpPpBmbHUNQ28bbrnlFsXrgiDglE3O9h5++GH0798fL7zwAm655RZs3LgR77//Pt5//30AbDf+oYcewnPPPYeOHTsiISEBTz31FOLi4nD99dcDYBo5w4YNw6RJk/Duu++ivLwcU6dOxW233Ya4uDhb5CQIgiAIuygur3R9jm8ahRt6tvb4ffizD6JxCXtRs2fgcHS7byJ0X9dc1Rlf33g1hj/3EJoc3o/osmK8ueRVJJcfxOopT6EiIvBffHde8T2u/vYFBFWx/Ml2DsbmJ19HchiPNiw7sFEKYMf5v+CyMjQ8egjRx4+irF59FDdsjOKGjVFWr76qfYaG5/8ubxKJq7u3BEJoEeVVgoPZS69rrgHy8tji/ZtvgPbtmV8igiCMER0NtGrFNNfEDRs6sRnQSB0Lu8qK/NcEBMESq2e7ew1kftcOHWI+NbKz2VhFEEQ1qjw2bGRz7n37gP79gX//9bwuarTffben38OaTJcuwPvvA+PGse/33+/+7frrmQYRUXtxOJiWzbx5zDTemjXAkCHqt0s+03yt7mFow+bnn3/GJ598gujoaI/rgiDg119/tUWg3r17Y/HixXj88cfxzDPPICEhAa+//jrGiR0agGnTpuHcuXNITk7GmTNncOmllyIzMxMRkp3JjIwMTJ06FYMHD0ZQUBBGjx6NN9980xYZCYIgCMJOSiUbNp1a1MeDQyQnor/+Gvj1vHPNpk3R6Yv56BQTwxlyR2DsFWyxs2ABAOCizK9w0eGdwOefM18igcp//wu89Kh7djpuHNrPm4epoaEWAw7gNBOexMYyrZpp0/wtCUHUbDp1Yhs2J08CJ0/CIXnxRev/wEP6Usb1ska6YdO1qy/FISQES/zUVDiCgHvvZc7BBQF45x3g1Vf9KB1BBC6emoOyHxcs8NysGTiQmT277rraqdE+dizzZ3P+UDoAIDQUeOUV/8lE+A5xwwZgZtG0NmykJmy9LRcRcBjq/QYNGoT69evj8ssvr/Zb9+7dbRPq2muvxbXXXqv6u8PhwDPPPINnnnlG9Z4mTZpg4cKFtslEEARBEN5CqmETGSbR4Dh5ktk3FpkzB+DerDlPdDSzj3zFFUxDoagI+PtvoHdv5sjzzjsNeP/0AYIAvPgi8MQT7mv33cfSTg59CYIgjNO5s9vJ7Z49gNPp/o2ObAYcnr4ezn8gDZuAIFgyX6qsEtjJ//R0oLSU+WB75hlm9oggCA80fdisXOn+vHat5xhVW3n9debP5q+/2PcHHgA6dPCrSISPGDKErWmrqtiGjcZGv6eGDc3X6hqG3nx88803ips1ALB8+XJbBCIIgiCIukZJuduvSoTU5NbDDwPHjrHP110H3Hab+UgmTACysty2n4uL2YuGHj2ARx9lDj6Li82HbweCAEyf7rlZ88QTbGOJNmsIgiDM0bmz+/OePQACa5+e8MTTJNr5gtq5030Dadj4DelUpFIQgObNgVtvZRdOnwYWLfKPYAQR4KiaRCssBDZuZJ87d64bmzUA88n49dfAgAHAtdcCM2b4WyLCVzRpAoi+1f/+Gzh8WPVWDxO2XhaLCDwsvf3Iy8uzSw6CIAiCqLMoatj8+CPwySfsc8OGzNSG1TdsXbqw01wpKe5r27axkz1XX80mkEOHArNns+u+PMlTWQlMngy8/LL72ksvMUec9GaRIAjCPJ06uT+LfmzOf6UXAIFHNZNogsBe6gDMH1HDhv4QiwAQItmxqRJVBqZOdd/w1luktUYQCggeGzaSH377DaioYJ8HD/atUP6mfXvmw2TJEqBBA39LQ/iSYcPcn5cuVb3NIdGxoaGl7mFpw+bqq6+2Sw6CIAiCqLOUSDZsIkKDgfx8z02V//wHiIuzJ7LISODdd4GvvmJm0aSbISUlwLJlwCOPAN27szgnTAAyMtyaPt6gvBwYP95ty9nhAN57j3yXEARB2IGihg3r++kFQGDjcDiYb4dTp9gF0q7xK8GStycV4oZN797sDwC2bAHWrfO5XAQR6CiaegQ8zaFdeaXP5CEIvyLdsMnMVL+PNGzqNJY2bMiGHkEQBEFYp9hjwyaIbZjk5LALQ4cCEyfaH+no0cwEwb//Ap9/zsyjtWnjeU9eHvDxx2wzJTYW6NkTeOwxYMUKtrljB8XFwA03AJ99xr6HhAALFwLJyfaETxAEUddp1445NAYUNGxoPRdoSNfYDoD81wQQUlNOVdI30FItm7ff9qFEBFEzkJpE8/BhI92wGTTIdwIRhD9JSgKaNmWfly9nhxcV8DCJRu/f6xyWNmyqOQsjCIIgCMIwJWXuDZsOf60DPviAfYmOZlon3hxvmzYFbrmFxfnPP8xO/htvACNGVHecu2ULM1k2ZAgzn3bFFcB99wFvvsk0cw4dYg4UeSkoYCeMfvyRfY+IAL791pqvHoIgCMKTkBC3M+O9e4HKStewQuv/wKPaSXSp/xrasPErUpNoldLGc8stQLNm7POXX3pXK5kgaiDSfs218XnyJFtbAMDFF7tfYBNEbSc4mJkjB9h6eP16xdvojXvdJsTfAhAEQRBEXaekgm3YRJUVY9Cr/+f+4ZVXgLZtfSeIw8H83HTpAjzwAFBaykx7LFvG/jZvdr/dKy4GVq1if1Kiopj5HTEc8a9jR2aOTeTECbZZk5XFvtevD/zwA3D55b5IKUEQRN2iUyf24r+0FDh8+LxddIE2bAIQQf5ikzRsAgbJfg0qpW+gIyKAe+4BXnyRnZSeOxd48knfC0gQgYqSD5tVq9zX65r/GoIYNgxYtIh9zswELrus2i1SJQmar9U9aMOGIAiCIPxMcRnTSpm2egGi886bQhs0yP9mwcLDmRyDBgEvvMDMp61YwTZvli8Hjhyp/kxREfDnn+xPisMBxMe7N3AyM92nhps2ZQ4Xk5K8nCCCIIg6itSPze7drmObtP4PPDzM1DnguWFDPmz8SrDEW7rHhg0ATJ7MtJCrqpivwOnTmXYbQRDKGjbkv4aoy0h9wmdmAs8/X+0WqYYNmbCte1iaQQQHB9slB0EQBEHUWUrKK9H78HZM3PwDuxAZyUyUBVmyXGo/zZszc2WiybKTJ9mLv127PP+ys6ubRhME4MAB9vfTT+7rcXFs84dODRMEQXgP6YbNnj1wgJlII5vogYcg269xbdg0b+42u0X4hWCHxoZNu3bAyJHAd98xP4Tffcf8BdZVfvyRmdht1Qq45BL216MHM/dL1Dk8fdic/yBu2AQHK2oXEEStRvQP++efzIrFsWNAixYet0itohuxOk7UDixt2PwpPz1LEARBBDQrdx3DpoOnbQ838swpdPntJ0ScLcDRTt2R26UHyurRgoyX7fuO4uWf3nBfeOEFoH17/wnES9OmQP/+7E9KaSnbtJFv5OzaBRQWuu9r355t1iQk+FZugiCIukanTu7Pu3fD0biD/2QhNJFuA4QW5AN5eewLHWzwO1INmyqlzc4pU9hGDQC8/Xbd3bB55x2WF2IezZ/P/jscbPNY3MC55BL2wrJRI39JSviIaho2ublsXQAAffow08gEUdcYNsxtlWLZMuD22z1+dkh0bEjDpu5BOroEQRB1hO05+bhr/ibbwnMIVbj04Bbc+tcyXL13PcKqKly/VTqCsDMmAX+07oZNrbrhj9bdcLw+OZJU4/FfPkLC6aMAgIKevdDg/vv9LJFFwsPZiyX5yyVBAI4eZQu0o0eBa64BGjf2j4wEQRB1CbmGTd9rAZBN9EBEqvVUb/8e9w+0YeN3NE2iAcwPR+fOTPv4l1+Av/8GLrzQhxL6GUEAZswAnntO/XfxAM/Che7rF1xQfRMnJsY3MhM+QfDwYeNg7UOEzKERdZVhw4BZs9jnzMzqGzYSDRuar9U9LG/YFBcXQxAEREVFAQD++ecfLF68GN26dcPVUpt8BEEQhF/J/vesLeG0LPgXN2/7GbdsXY7WBccV7wkWqnDRsWxcdCwbd2YtAQAcatiCbeC0vhB/tO6G7KatITgCzOSXH7g4dzfu+eNbAEBpSCiC533ETAPURhwOZgItLs7fkhAEQdQtmjVjp9jPnGEaNv3YZTqxGXhIX8rU2yfZsCH/NX4nSLJhU6G0YRMUBNx3H/Dgg+z7f//LNG3qAhUVQEoK8NFH7muPPgrcdBMz9yP+bdsGlJV5Prt/P/v76iv3tdatgSuuAN56C2jQwDdpILxGNZNoK1a4fxw82PcCEUQg4HQy7bLCQubPtbJS9T0AzdbqHpY3bEaNGoUbb7wRkydPxpkzZ9C3b1+EhobixIkTeO2113DvvffaISdBEARhEelEeWL/eFzdrYXG3Z44ysrQ+JdlaPHlp2j060o4ZEc8ypo2x7833IpzXbqh/pZNaLBpA6J27/C4r23+MbTNP4bRf7MTVeWNGqPwkj4oSOqLwl59cfbCHhDCwy2msmbhKC1Fj+vTECycN0o742nU65HoX6EIgiCI2odoimjDBuDQIUSUl6IIIXRiMwCRbqJFZZOGTSARomcSDQAmTACeeAI4dw74+GN2erq2bzgUFQG33gr88IP72n/+Azz0EPvcp4/7elkZ88sk3cTZsgUoLvYM88gR4JNP2Ebzm296OQGEt/EwiQbBvWETHs5eWhNEXSQ0FBgyBFi8mPmG3bwZ6N3b9bNUw4Z2bOoeljdsNm/ejP/85z8AgK+++gotWrTAn3/+ia+//hozZsygDRuCIIgAoVLiqK59TDT6d+BwXLt7N/Dhh8CCBcBxmTaNw8HUeO+5B2HXXotWYWGev585A6xfD6xZw/42bABKSlw/h545jSYrl6LJyqXsQng4cOmlwNVXs7/u3dlJxUDnwAFg7Vq2WDX6l5/PJmcAkJSE8Mcf829aCIIgiNpLp05sLAYQfzoXpxq1pfV/ACLdB6ANm8AiSPL2rLxSQEWlghfo6PoIGj8eQe+9B5w9i8r5CyBMmeJDKX3MiRMIHjUKjg3rAQBCWBiq5s+HcMutnosPkeAQILE7+5swkV2rrGSaf39uhmPzn3D8+Sewbi0c5eUQ/vtfVCancGuYBQc54PB4y0kEAtJ+LfzIIeDQIfZlwAAgIsI/QhFEIDBsGNuwAZhZNOmGDfmwqdNY3rApKipC/fMOwpYtW4Ybb7wRQUFB6NevH/755x/LAhIEQRD2UFUltR2scWNREfDll2yj5rffqv/erh1w113AnXcCbdqoh9OoEZuADBvGvpeVsVMj4gbOmjXuzQqAOapfsYL9PfYYs1191VXuv0A0o7VoEbM1W1lpLZyQEGZCIoRcyxEEQRBeQuLHJuHkEWxu1NbDrwARGEhPokeJJtEaNQJiY/0iD+FG6sNm44FT6PB/Pyne16k8EcvOfz4w82UMyUmQHZWuHbTOP4YFXzyN9qeOAAAKwyKRfOOTWPdXA+Av5bzRpikQMQRwDsH9VYuQtiYDjspK/DpqIu66OZ0rhLiGEXjv9l5IbN3QRPyEt5BqpDVYK1lfkv8aoq4zdKj7c2Ym8NRTrq/kw6ZuY/nococOHfDtt9/i8OHDWLp0qctvzfHjx9Ggtqv+EgRB1CCkE+VgpUVjbi5w771Ay5bAxImemzWhocAttwDLljEb0zNmaG/WKBEWBvTrBzzyCPDtt8C//wI7dwJz5zLzEe3aed5//DiQkcFkadUKSEwE0tKYfdeiImNxe4PMTOCOO8xt1kRFMX8CbduydH3wAdMoIgiCIAhv0amT62O7kzkAyMJGICKeoq1XWoTwXPYiHF271soX/jWNkCAHGkWF6t63p3k81re5CADQ4dQR9P/nL8Nx1SstQq8jf2NC1hLcvHU5IstK9B/yIV2P78fXnz7q2qw5Xq8xbh37Eta162FL+HP73ICc+s0BAFfu34SB+7O4nsvNL8HXm4/YIgNhH9LDAQ1+X+3+gfzXEHWddu3cGoTr1wOnT7t+kmp10nyt7mH5KO+MGTMwduxYPPzwwxg8eDCc5+1PLlu2DD179rQsIEEQBGEPlZKJcpCSis3ttwMrV3pe69oVmDQJGD8eaN7cXoEcDqBLF/Z3zz3s2Mi+fWxTaNkyJsvZs+77t29nf6+9xsynXXaZp/k0X77I2LABGD2aOVgFmN3uq65iGzF6fxER9NKFIAiC8D0yDRsA9AYgEDlfJuKLcABkDi1AcDgceGl0d3y87iDKKhTMfUn4feit6PfBdgDAQ7uWoXzQFar31jtXgITDe5FweDcuOLQHCYd3o+XxwwiSzN2f+P1TfD7yHvzivAZVwf7VyL5wdxamLXocUSXnAAC5MW3w3AP/Qb2mLdFb51kjfHXTfXhw3kwAwHNr5uGRgYNU015UVom/cwsAACXlFjXfCdtxaQ4KAqJFDZv69YFevfwmE0EEDMOGsYOsVVXAzz8DN98MAPBwYUMqNnUOyyP9TTfdhEsvvRRHjx5Fjx7u0xSDBw/GDTfcYDV4giAIwiY8TaLJNgz27nVv1kRGAmPGsE2Ufv18t7ngcAAdO7K/KVOA8nJ2ykTcwPnjD7cucGkpm8z8/DMwbRrQogVw/fXMsWvjxt6Vc8cO4Jpr3Fo+N97INIGCg70bL0EQBEFYoWNH10fSsAlcxDLpcPKw+yJt2AQMQy+MxdALOczTlfcG/vcOkJuLPtvW4MtrWjPN6mPHgD//ZGaCxb8DB3SDa1xwEpMzXsLkzd8DL74IjBzpnwNAX3wB/PcRZuoYAPr2RdwPP+C/zTh8YxolxQnsXAqsX482Rw/ic8d2YPJ9irfuO16IIa/9CgCorKKeLdAQLT10PHEIISf+ZRcvv5zMQRMEwDZszvuGR2ame8NGahLND2IR/sWUSbStW7eiqsp9oiQ2NhY9e/ZEkMQ5dJ8+fdClSxcAwN9//40K8RQyQRAE4Reki5dgee8/f7778zPPMP81Tqd/NUFCQ5kWzbPPMo2WEyeYb51Jk9iCV8qxY8B77zGZ9+/3nkyHDjE7s6dOse9XXEGbNQRBEETNIDLSNX7GnzwCCAKd2AxABNeLTdqwqdGEhgIpKexzVRV7Ide6NfNFNHw48H//B3z9tfJmTXg4czydkgK88w7T6hbZuRMYNQoYOJDNj33JnDnAbbe5N2uuuYb5nvTGZg3A1iHiS0yAmWSWmAuSIj2MVkn9WsAhLkP7H9rqvkj+awiCcfnlbI4GsA2b832YQ2oSjbq1OoepDZuePXvipNRRtA5OpxOHDh0yExVBEARhE9LDZh4aNpWV7g2b4GBmGi0QadIEuOkm4P33gYMHgd272cJx5Ehmagxg1/r2BdautT/+EyfYZs2R8yZKevZkvngiIuyPiyAIgiC8wXmzaA1KzqJJcQGd2AxAxPlah5OS9bNo356oWSQns40bgG205ORUv6dePWDAAOD++4F584C//gIKC4GNG4F33wUmTwa++gr4/Xegf3/3c7/9xjThb7mFmRT2JoIAPP448MAD7reGd97J5sH16nk37n79gLFj2eeTJ9lBLgWCJeaeScMm8BA3oj38OdGGDUEwIiKAQYPY59xcZgZeBvVqdQ9T+oeCIOCpp55ClPiCTIcy8QQGQRAE4TeqBKmGjWTDZtkyNjEAgGuvZebFAh2HgzlP7tQJmDqVnU4cMYIthk+cYAuABQuYbxk7OHuWhb9rF/veoQPw009Agwb2hE8QBEEQvqBTJ2D5cgDABaeO4Hjrln4WiJAjTtdcGjb16gFt2vhPIMI8sbFMS+att9j3hg2BSy7x/OvYkU9Tu39/YM0a4LvvgMceA/bsYde//JJtnNx7L/Dkk/b7nCwvZ2aSP/7Yfe3//o9tnPhKE//FF4HFi4HiYnZYa/Jk1pdJoA2bwKZKEBBUVYl+h7axC02bMh+kBEEwhg1j7xcApmWTmAiAdbOCAFKxqYOY2rC5/PLLsXv3bu77nU4nIkX1LoIgCMIvVKr5sPnoI/fnu+7yoUQ2kpDAtGpGj2a+eEpLmcmG/fuB6dOtLSjLyli4Gzey7y1bsk2umrCxRRAEQRBSzmvYAEDCqRwcAzl8DjQECAgvL0Wb/GPsQteuQJApwxhEIPCf/wATJzIfiwkJ1uakDgfz2ThiBPDBB0B6OnD8ONtUefNNpjE/fTrw4INu7XMrnD3LfClkZrrjf+st4D5lPzJeo00b4NFHmdnmigr2+bvvPG6hDZvARhCAC4/tR8PSc+zCFVdQv0YQUoYNc3/OzGT9HAAHmHYN9Wp1D1MbNqtWrbJZDIIgCMLbKJpEO3HCveCJiWE2tWsqjRqxUyn33uvehHriCSA7m9n/Fk1SGKGqCpgwgW3QiHEsXcoW3ARBEARR05CcSm9/Kgfr6A1AwCEIwAWncxAsnPcZS/5rajYhIUBSkr1hhoay+e748cDs2cArrwBFRUBBAZv7vv0204C54w597Z3KSiAvj/lplP/99Rfwzz/svvBw5rdR6k/Hl0ybxjapcnOB779nvnMGD3b9TBs2gU2VAPQ/RObQCEKVjh3ZO4YDB5jJy7Nngeho5sdGEEjBpg5iasOGIAiCqHkomkTLyGCn8gC2qDOzqRFIhIWxxVyHDmzBCgAffsh83nz1Fdtw4UUQ2AnFzz5j3yMigCVLXOrJBEEQBFHjkGjYXHAqh14ABCguc2gA+a8h1Klfn2nZpKQAM2eyOXBlJfOVc9ddwGuvAbNmsZeAShsyhw4x34wVFdrxNGzINkkuv9wnyVKkXj2WlgkT2PeHHwb+/NO1IRUs0Vyqoo4t4BAEAf3/2eq+QBs2BOGJw8G0bN55h72f+eUXYORIiD2bQDo2dQ7SQSQIgqgjSE+bBQeBbUhIzaHdeafvhfIGDgdzjPrZZ+w0IMBO4Q0YwDZueHn+ebfN8eBg4IsvgEsvtV1cgiAIgvAZbdq4xsaEUwoO0Am/UyUI6HDikPsCadgQerRsCbz7LrBtGzBqlPv69u3AyJHARRcB11zDfL+88ALw6afAr7+yebHWZk1ICNCvHzvt7c/NGpHx44Fe5804btvGDmWdR6phU0EaNgGHo7wMvY/8DQCoaBlXzQcRQRCobhYNbiuatA9d96ANG4IgiDqCdMPG4XCwU2lbz5906tev9r0QuPVW5s+mWTP2fccOoG9fty8aLd57D3jqKff3Dz9kC16CIAiCqMkEBzOzGwDanT6KIL2T9YTPEQSgw0mJhk1tm58R3qNrV+Dbb9lmTN+++vc3aQJcfDFw3XXA1KnAyy+zA09r1zItnZISYN26wNEuDwoCXn/d/f3JJ4H8fABkEi3QabN3G6LKSwEApZcNtObLiSBqK1dc4bZ48tNPgCDAcV7Hhrq1ukfAb9i8+OKLcDgceOihh1zXSkpKMGXKFDRt2hTR0dEYPXo0jh075vHcoUOHMGLECERFRSEmJgaPPvooKmhBQhBEHUaQmkRzODy1a+66yw8S+YD+/YH1690mYI4fBwYOBL7+Wv2Zr75idsFFXnnFbX6BIAiCIGo658fEsKoKtDhzTOdmwtcIENDx/IZNVXg4+c0jjHPZZWyj5csvgZtvZmaPn3wSeP99dmp7xw6gsBA4eZId4PruO2DOHObk+tZbAacTiIvT93/jDwYMAG65hX3+91+mMQTasAl0Om7/w/W59PKBfpSEIAKY+vXdFj0OHAD27QNcGjbUr9U1AnrD5o8//sB7772H7t27e1x/+OGHsWTJEnz55ZdYvXo1cnNzceONN7p+r6ysxIgRI1BWVoa1a9diwYIFmD9/PmbMmOHrJBAEQQQMlZJBPqS8lPmvAYDISLY4q620b89OCg48vzgoKWGL11deqa5bvGIFMG6c+/qjjwKPPOJbeQmCIAjCm0hM0bT597DGjYQ/CCorR/zpXABA6QUdAvOlORH4OBzATTcxk74LFgDPPgtMmgQMHco0caKj/S2heV56yW32+PXXgf37acMmwOm0w71hU3bZIP8JQhCBjswsGumi1V1s2bD57bffMH78eDidTuTkMFvIn3zyCdasWWM6zLNnz2LcuHGYO3cuGjdu7Lqen5+PDz/8EK+99hquvPJKJCUlYd68eVi7di3Wr18PAFi2bBl27NiBTz/9FBdffDGGDx+OZ599Fm+//TbKysqsJZYgCKKGUlnl/tz055+AM2fYl5tuAho08ItMPqNJE2DZMnbCEGAbMtOmMVve5eXsWlYWcP31gDhOTJzIFoQEQRAEUZsQtU4BtD1xxI+CEEo0PnoIoVWVAICyTl38LA1BBCDx8UBaGvtcVgZMm8asB5ynik6iBxZFRUjYy8xwH2zUEkK7tn4WiCACGPmGDfmwqbNY3rD5+uuvMXToUERGRuLPP/9EaSmzS5mfn48XzqunmmHKlCkYMWIEhgwZ4nE9KysL5eXlHte7dOmCtm3bYt26dQCAdevWITHx/9u77/go6vyP469Nr5uQBBICIZSAEOkgEFEscBQRRTnPgoConIdBRdTzuFNULHh4PzvqHZ6ip1gPOUUUkKpU6UUJ3dCSQCAJJKTu/P6YZAsESN+U9/PxmEdmZ2ZnPhvMOLOf+Xy+nYiMjLRvM2jQILKystixY8d5j5mXl0dWVpbLJCJSXziX0UZ9Oduxor62Qzubjw/MmgVTpzqW/etfcP31sH49DBkCp0+by4cNg5kz1V9ZRETqH6cKmxbHVWFT2zQ+tM8+r4SNyHn85S8QFWXO//e/eP64wr6qUBU2tctPP+FVZA5PsCq2Cx66vxI5v06doGlTc37pUnwLzYdLDXRea2gqnbB57rnneOedd5g5cybeJYMjAX379mXjxo0V2uenn37Kxo0bmTZt2jnrUlJS8PHxITQ01GV5ZGQkKSkp9m2ckzUl60vWnc+0adMICQmxTzExMRWKX0SkNippDxCdlYZ15XJzYevW0K+fG6OqYRYLPPkkfPSRmcABs/LmssvMPthg9o397DPw8nJfnCIiItVFFTa1WpODe+3z+e0uucCWIg1YcDA8/7z9pWXSJLwMszLNpoRN7bJkiX12VWxnPQ8nciEWi6PK5swZeh7cDqjCpiGqdMImKSmJfqV82RcSEkJGSbudcjh48CAPPfQQH3/8MX5+fpUNr1wmT55MZmamfTp4UE+ciUj9UTKGzYhti7GU/B9/7FjwqNXDmVWPkSPhhx/MVmnOOnWCb74xx/URERGpj8LCyAgwW6EqYVP7NHGusGmrChuR8xozBrp1M+c3beL3O5YCqrCpdZwSNmtadFKFjcjFOLVFu3LvBgDV1zRAlf6WLioqij179pyz/KeffqJ169bl3t+GDRtIS0uje/fueHl54eXlxfLly3n99dfx8vIiMjKS/Pz8c5JBqampRBWXxEZFRZGamnrO+pJ15+Pr64vVanWZRETqC8MAi2Hjlm0/mAssFvNGp6G68kpYswbi4szXrVrBggVwVgWniIhIfZPc2OwkEJl13NEOVGqFkoRNgYcnBRW4nxZpMDw94ZVX7C8nLf+AwLwce1cBqQUyMsxxQoGdEbEcD2ykhI3IxQwYYH+o9oq96wHX9vbSMFQ6YTNu3Dgeeugh1q5di8Vi4ciRI3z88cc8+uijjB8/vtz769+/P9u2bWPz5s32qWfPnowcOdI+7+3tzeLFi+3vSUpKIjk5mYSEBAASEhLYtm0baWlp9m0WLVqE1WolPj6+sh9ZRKROKrIZ9EneTovM4oT2wIHQ0Fs/tm0LmzfDd9/B1q2OfrEiIiL12MHGTv//373bfYGIq6IiGh85AMCBRtF4+Pq4Nx6R2u6qq+DmmwFocvok49d+iU1fbNYeK1aAzQaY49cAeChfI3JhYWHQuzcAcceSic5KU4VNA1TpBv1/+ctfsNls9O/fn5ycHPr164evry+PPvooDzzwQLn3FxwcTMeOHV2WBQYGEh4ebl9+zz33MGnSJMLCwrBarTzwwAMkJCTQp08fAAYOHEh8fDyjRo1i+vTppKSk8MQTT5CYmIivr29lP7KISJ1UZBjcsm2RY8Hdd7svmNokMNCl7FhERKS+OxTR3PEiKcnRVkjca/9+vAvyAdgdHkM79M2myEVNnw7z5kF+PuPWfcXKa25yd0RSwulB65KEjUUVNiIXN2QIrF4NQL99G1nXupWbA5KaVukKm4MHDzJ58mROnDjB9u3bWbNmDceOHWPq1KkkJydXRYzneOWVV7j++usZMWIE/fr1Iyoqijlz5tjXe3p6Mm/ePDw9PUlISODOO+9k9OjRTJ06tVriERGpC7xPZXFd0koAikJD4YYb3BuQiIiIuMXBJk4VNrt2uS8QcfXLL/bZ3REtNDi3SFm0aQMTJwLgW1TAuG//5d54xKF4/BqbxYN1MZcC6LwmUhZOD5RetX+jKmwaoEpX2LRq1YqjR4/SpEkTl3Zj6enptGrViqKiosoegmXLlrm89vPzY8aMGcyYMeO874mNjWX+/PmVPraISH3ReeX3+BWaT21m3fwHGvn5uTkiERERcYdzKmykdnBK2OwNj1F9jUhZ/e1vnJjxT8KyM7l2y1JYuRL69nV3VA1baips3w7A/tj2ZPkFAWgMG5Gy6NEDIiLg+HH6HtiMR2GBuyOSGlbpCpvzDXx0+vRp/PRloIh7GQa8+CKMHWteMEmD1nPJ/+zzp+4Y7cZIRERExJ2ONG6OrSQdoAqb2uPXX+2zuyNi9MWmSFlZrfxzwFjH64cfto+dIm7i9OD1jvY97PMaw0akDDw8zDGHAWt+DvG/7XBzQFLTKlxhM2nSJMDsPzllyhQCAgLs64qKili7di1du3atdIAiUgnTp8Pkyeb84cOwYIFqkBuqHTuI3bPNnG3SmoAuXd0bj4iIiLhNgZcPh0Ka0CIz1aywMQxdI9YGxRU2RRYP9jVqpn8SkXL49rIhDF81lw7HDsDPP8PHH8OoUe4Oq+FyGr9m+yU97fNKRIuU0eDBMHs2AL2SfnZzMFLTKlxhs2nTJjZt2oRhGGzbts3+etOmTezcuZMuXbowa9asKgxVRMpl6VL4618drxctgk8+cV884l7vv2+f/bzz7/DUhbKIiEiDZQH2hRW3RTt1SpXYtYHNZq+wSQ6NJM/bF4uaoomUnZcXz157r+P1xIlq+ehOxePX4O3Nr2062RfrNlSkjIorbAB6J61zYyDiDhWusFm6dCkAY8eO5bXXXsNqtVZZUCJSSYcPw223nVsG/vDDZpY+LMw9cYl7FBTAhx8CkOfpxf/ir+JeXSiLiIg0XBbYHxbN1fs3mK+TkiAqyr0xNXQHD0J2NgB7wmMAfbEpUh5eHhZWtezKD/FXMOCXn+DECfPed/Vqnd9q2m+/wd695nxCAnnefkAOoAobkTKLjOTX6Dg6HNlDuyN7ICVF57IGpNJj2Lz//vtK1ojUJvn5cMstkJZmvh40CG66yZxPS4O//MV9sYl7fPstHDsGwKK4PmT4W/FU82AREZEGywLsLamwAT2FXhs4jV+zJ7yFGwMRqZs8iu9vnrjhYejSxVx44ABcfz2cPu2+wBqi4ge8Abj2WmxOY18rYSNSdqvjLnO8WLjQfYFIjat0wqbEL7/8wvfff8/XX3/tMolIDXvsMfMpIoDYWLN37xtvQHCwuWzmTFi50n3xSc177z377BedfweghI2IiEgDZrFY2BfWzLFg1y73BSOm4vFrAHZHmBU2HrpeEykzr+K/l1PeATB/PsSYf0ds2AB/+AMUFroxugampB0aQP/+GE6rdFoTKbvV7ZwSNt9/775ApMZVuCVaiX379nHTTTexbds2LBYLRnHm3FKcNS8qKqrsIUSkrD75BF5/3Zz38YEvv4TwcPP188/Dgw+a8/fdBxs3mttI/ZaSYt6wACcbNeHHll0BtdgQERFpyCzAfueEjSps3M85YVNcYaPLNZGyK6ncKDIMiI6G776DK66AjAxzfvx4+Ne/dCNU3QwDFi825wMCoFcvbFsdA6Zb9PsXKbPtMR3I8gnAmp9jVtgUFYGnp7vDkhpQ6Qqbhx56iFatWpGWlkZAQAA7duxgxYoV9OzZk2XLllVBiCJSJjt2wL1Ogyy+8Qb07Ol4ff/9jtc7dsD//V/Nxifu8Z//mP9TB1b2HYrNw/yfu6culEVERBosiwVSgsPJ8fY1F6jCxv2cEjZ7w812dbpcEym7kg4CRbbieo5LL4W5cx0PKb77Ljz3nHuCa0h27YIjR8z5K68EHx9K/kl0ThMpH5uXFyuLH7olPd2sGJQGodIJm9WrVzN16lQiIiLw8PDAw8ODK664gmnTpvFgydP8IlK9srLg5pshxxzIj7vugnHjXLfx9DSfKPIo/rOfOtUxEKDUT4bh0g5tRd+h9nm1RBMREWm4LFgwLB78VlJls28fFBS4N6iGzDDsY9ikh0eR4+MPmP9OIlI2XmcnbACuugo+/NDxesoUeP/9Go6sgXFuh3bttQD2Tjwav0akfCxYWN6qu2OB2qI1GJVO2BQVFRFcPDZGREQER4oz6bGxsSSptF4aumPH4H//M8eVSUw0Bz2saoYBd9/teDKySxd4663SH1/p1g0eesicz801q24M49ztpH5YswZ27jTnr7qKlCYx9lXqiS4iItJwlVwm7iuu5KCw0LxuEPdISTHbNgFHm7WyL9blmkjZldzf2AxHggCAW2+Ff/zD8XrcOFiwoIaja0BKSdjY7AkbdwQkUndZLLCitVPCprjdvdR/lU7YdOzYkS1btgDQu3dvpk+fzsqVK5k6dSqtW7eudIAidYZhmBUrH3xgXgR26ABNmsDw4eYF4ltvmcmU//ynapMkL78M//2vOR8SYs77+59/+6lTHQMwLlwIn35adbFI7eJUXcPYsdicnjbT000iIiKypG1vx4t333VfIA2dUzu0I9GOhI0KbETKzsspG+BSZQMwaZJjPNeiIvj9780xXWsTmw2++soclzYry93RVIzNBkuXmvOhoeYDo8WLQePXiJSXBThibcKeyJbmgnXrIDXVnSFJDal0wuaJJ57AVnz2nTp1Kvv37+fKK69k/vz5vPbaa5UOUKTKZGbC2rXmoKrp6Y6rhooqLDT7R772GtxyizmwYVyc2Y7s3XcdlQ3OsrJg9Gi47TY4caJyxwdYsQIef9zx+qOPoE2bC78nKAjefNPxeuJEOHmy8rFI7ZKd7UjGBQXB73/vcuOiMWxEREQarpIvzRa2u9z8Ug3giy/sVR5Sw5wSNkebOhI2aokmUnbOD6QVnf2ApMViPuh4883m69OnYejQ6umAURFr1kDv3mZ8d9wBkZHmdwxffWV2xqgrtm41v2sBuPpq++DoqrARqZiS67UVlySYCwwDvv3WjRFJTfGq7A4GDRpkn4+Li2Pnzp2cOHGCRo0akVuX/scidcr2w5n8d+Mh8gvLlnTxP5XJhEduIfR4in2ZzcODM0EhZAeHkmMNJSe4EdnWUHKsjZyWmVO2tRF5/oFEJu+m5a+biP11EzG7tuCbe+a8xyzy9OJwm3h+69CN5Eu60mHdErov+8Zc+fnnZP6wjC8ffI59nftU6HcQfOIYiY/eSnDxgPJLfz+OHwpi4attZXh3K+7o3Z9L1y6GtDTW3fpH/jd+SoXiKE3zRgGMSoglyLfSpxipqC+/NG9EwEwQBga63Lh4VDpdLyIiInVVyXdmud4+MGoUvPEGnDkDH39stvGVmlU8fg0UV9gUmvN6vkak7DwvVGEDZvLgo49gwABYtcpsRThkCKxcCWFhNRipk6NHYfJks0uHs9xc837uyy/NLhojRpiJHKckSK1USjs0cDQYUZcHkYpZ0b4Pd6/4xHzx9dfmsAhSr1XLt6mBgYG88sorTJ8+nZSUlIu/QaQcDMPgvv9s4HDG+ZMlZ3ts+QcuyRoAD5uNwKyTBGadhMOVjyvLJ4CNzTrwc/N41jePZ0vTtuR6+zk26N2W60Iu5YUFbxKae5qQE2nc8/Qf+ddlN/GPfqPJ9/Iu87G8igqZ/elfCc44DsCPsV25p9X12NYml3kfi7uP4odNqwjKP0OvRV/yYpPebGzeoczvvxgDg/uvjquy/Uk5OQ+mWfw/c+dezqqwERERabhKLgMMA7OV7xtvmAtmzjTHONR1Qs1ybonWtCUcNB981L+CSNldNGEDZuvwr7+Gyy83x4DduRNuvBEWLQI/v9LfUx3y881OHc8+C6dOOZZ37AhXXmm2OU9LM5dlZpqtrt97D6KizIfx7rgDevasfefq8yVsKKmwqWXxitRyJQ/abo++xBxyIS3NPF/l5tbsOUtqXIWfsc7Ly2Py5Mn07NmTyy+/nLlz5wLw3nvv0apVK1555RUefvjhqopTxK7QZpQrWROWk8ldG8zKljxPL+Zceg1LW/dgc9O2JIdEcsrnAuO9XMDRoHC+7tCPJ3/3J4aMfZ2uD33CXX94hhmX38raFp1ckzXF5re/gkF3v8mPsV3ty/7481f878OHueTYgTIf+/Hls+h1yLyxOxzcmIdueAybR/metEmxRvCPK0fZX7+w4E28igrLtY8L2ZN6usr2JeW0Zw8sX27Ot28PfcwqriKNYSMiIiI4JWwAOnUyW/EAbNkC69e7K6yGqyRh07Qp2YFW+2Jdr4mUXZkSNgDh4fD99+aXnwA//WRWGla2ZXpZffeded79858dyZrQUDNxvmmTOfbt4cNmjKNHm+2tS6SkwKuvQq9e0K4dPPWU2fK9NigocNyDRkZCfLx9Vck/h85oIuVT0hrV5uFhtnEEyMlxTY5KvVThCpspU6bwz3/+kwEDBrBq1SpuueUWxo4dy5o1a3j55Ze55ZZb8KzNpZpSZzlffHVuHsK0mztdcPvIqU8QWGA+pXZ61Fguef4l+7pTxZMlLw/PkyfwPJGO14l0PE8Uz588gefJ4tcZJyloFkNO7wRyevWhoFkMbSwW2gC3lfdDTL6Bo/9+h8hpz+CRl0eHYwf47qNJpE1+ivR7x1+wX5X1m7nE/DwXAJu3N3mzP+E/3XuWNwJTUQJnrl+H/9bNtD/+Gyu9N3F8QsUTrZk5Bdzx7loAsnKrLvkj5TRrlmP+7rvt38oUOd23eKiBsIiISINV8gWAvfp23DhzrEcwx2K87DI3RdYAHT8Ox46Z8x062Md6gNr38LxIbebldH+zdv8JrH4X6mBhJfCfH3PpyOF45mTDl19y5N5Efvvbc9UWn9+BfcQ+/wRhSxfalxkWC6m3jebgw3+lMCwcfst0vCGuJ0zpicefnyd0yUIi5s2h0dJFeBTkm+v37IGpU2HqVE5f2pnjw0aQPvQm8ptGV9tnuJCgjT/Tqbgl9/Fefdm9zzFmb06e+d2Azmki5eOoiDZg2DBHJ5VvvoHrrnNfYFLtKpyw+eKLL/jwww+54YYb2L59O507d6awsJAtW7bYB0USqQ4FRY4nX0L8vbk0OuT8Gx89Ch+8a877+RH+/NOEn2/7Vk3KdPwq62771GS4+XoYORK2bcMjP5+oZ/5G1E9LzC/cmzc/9z2//gqPTrC/9Hj1VVpf379ycbz/b/Om3GYj8pW/E3nvaGjdukK7yi0oss+fyi2oXFxSMUVFjoSNp6f5tFixki9lPJWsERERadBcKmwAbr0VJk40x7+bPRv+7/9cn+qW6uM0fg3x8TiPlW7R8+giZeZckXbffzaU6T1XX/co7/73WbwMG9Hvv8O/fyvk35cNr9K4AvLPMGH1Z9zz81x8nTpa/Nwsnqd/dx87ItvAf3cDuy+wl0joNh5rh1EM2rWKG39ZzuW/bcWj+CwetGMrQTu20vLFp9gb1owdkW3YXjztiGxDpn9wlX6m0iSu+oySR2lfKmjGZzPXnLONHhoUKZ+SvxgD4He/Ax8fs6XivHlmNZ6+f6+3KtwS7dChQ/To0QOAjh074uvry8MPP6xkjVQ75wqbi37xPG2a2dsRzH7c0e552uS8OnWCdevgkUccyxYvhs6d4YsvXLc9fdocbLBkIPk774Tx4ysfQ/fu8OCD5nxurvl7Mi5QQn4Bvl4e+HiapxVV2LjJokVmCT2YT1xERdlXlfzt6DpZRESkYbN/AVByyRcUBLffbs6fPg2ffeaOsBomp/FriI/H5Spc12wiZRbXpPxJ5mVtLuNvgxLtr/+25N9ct/OnqgnIMLhxx1KWzLyP+9d8aU/WpASF8eCwR7ll5N/NZE05ZPkF8UXngdx52/P0uX8WU68dx+ambV22aXPiMDf8uoK/Lnuf2Z89wZbXb+fHd+7h7a9eIHHVZ1y9dz0R2Ser5jM6uTx5i31+VWyXUrdp01gPAoiUR8l37IaBea1WMjbUoUOwebPb4pLqV+EKm6KiInx8fBw78vIiSE9hSQ0odErYeF2gdRjJyfDPf5rzgYHw+OPVHFkF+fnBP/4BQ4bAmDHml+0nT8If/mD2rH39dbBa4d57HU/gdewI77xTddn0qVPhyy/Nk/6CBeZN+m3lbvSGxWIh2M+L9Ox891XY2Gxm799FiyA11axUio2FFi3MqUmTC7acq/Pee88xf/fdLqscCRvd/YuIiDRopV0LjBsHM2ea8zNnwj331GxMDdXZCZs9zmMOuiEekTrq/mviiLT6kZKVW743Xn0/K8OK6Dv7LTwweH3+y/S94lIOdaxg23Egcs8OBrz9As1/2WhfVujlzc8jxrL61j/SzD+Qyj962QaG9WIBk1h3+AAdln1Lm3XLabI/Ca+StmnFYjJTiclMZciuVfZlp8KbkNomntS4eFLizJ+nIqIq9B2DZ34evV/eCUBmk2iuv/Hyc/YT4O3JTd2bVeBzijRcjgdsiq8NbrjBHN8KzLZo3bq5JS6pfhVO2BiGwV133YWvry8Aubm5/OlPfyIwMNBluzlz5lQuQpGzFBY5J2wucDHx/PNmqSDAAw84BhWsrfr3h61bzaqZzz83l334oTlw37BhjicdrVaYM8dMQlWV4GB4800YPtx8PXEiDBoEjRqVf1f2hE0NVtgcOmQmaBYuNH+mp59/Wx8fiIlxJHDOnmJiqvZ3W1mFhebnOX68bNNvv5nva9LEMShdMZtaoomIiAiuhRuGYZhPcPbsCV26wJYt5ng227aZ1eBSvZwTNh06wJ799pfqXiFSdkG+Xoy5vGXF3jzoTfDJgVmz8CrIZ+TjY8z77oCA8k9bt8K//+3atWLYMLxefpmEuDgSquTTnq093DPYnC0oMB/03LjRMW3eDNnZLu8ITk8jOD2NuHXLHAut1vPfJ7doAc2agVcpXyMuXQrFSaKQ6wfz+JAO1fIpRRqcs1vYXn+92RUHzITNlCnuiEpqQIUTNmPGjHF5feedd1Y6GJGyKLQ5xrDx8jzPTcy+fY5Kg+BgePTRGoisCoSFwaefmgmaxETIyjK/gH/zTcc2H3wAbduefx8VdeONZsJm7lyzMmXyZLOKp5yCiwd3PJVb4PgCoKplZ8OKFWaCZuFC1xvdi8nPh717zel8wsPNqpwhQ8x2cTWV7Dtzxvz3/eQTOHLETMBkZFRsX6NGgbfrQJslxWmeuvkXERFp0JwvBQyj+LXFYlbZTCgeL3HmTLPSW6pXSQV9eDg0bozN2GdfpSs2kRpiscC//mXegy1caHZtyMio+L1YiXbt4NVXzfvKmuLtbbZY79wZ7rrLXFZUBLt3uyZxNm6EzEzX92Zlwfbt5lQaDw+zzfzZiZyVKx3blLRsEpFKs18HlGRsYmKga1czCbt+vXnOqm1DP0iVqHDC5v3336/KOETKrEwVNs8+a1YmADz8sHkDVFdYLOb4NFdcYbZE+/FHx7o//9lRBVMdXn8dfvjB7F3+z3+ax7/88nLtwupvnlZsBvR+YXGVdG2z2Gy0TdlH7z3r6b17A11+24FPUekt1077BrC+dTfWtu3BgcYtiDiVTlRGGpEZaURlOn4G52aX+n7ArGhJT4eNG8n9+0vM6zGIj664haNhTSv/YUoRdOY0I9Z9w20r5xCWnVGhfRRZPMjyDyYj0Mq+yJZM8+/LqRd+cNnm+GnzqSfla0RERBq2814KjBwJjz1mPkTyn//A3/8O/v41GVrDkpnpGHswPh4sFpeH8nXNJlKDvL3NNuFPPml2ucjJcZ1yy9FqLTjYfPL9wQfNDg/u5ukJ7dub0x13mMsMA/bvd03g7N1rtpbPzy99Pzab2d3i0CFYtar0ba65pno+g0gDZB/DxnnhsGGO8WvmzYM//rGmw5IaUOGEjYi7OI9h41naWCS7dpmtxABCQ82ETV3UsqVZWvzSSzBjBvzud2abt+oUEwPPPWe2RAO47z7zwu2sSo0LaRLsh8WwEZ11nDb7DhJ2JqvC4QQU5NLr4HauOLCZiJzMUrcpsniwuWk7fmzVjRUtu7Mluh1FHp6ODSJK33dwXjZNs44RnXWM6FPHzZ9Zx2hWsizrGJ6GDb/CfH6/9huGr/uWeR2u5J3ev2dnk1YV/kzOGp8+wd3rv2bkpvlY83Nc1mX4BXHC38pJfysnAop/+ls5GVD80z/E5XWWXyCGxenvoQAoyCv1uFb/sv97ioiISP3jXAHt8iVAaCjccot5LZ2RYbbhHTmyhqNrQEqqa8BM2ODaRcmiGhuRmhUcbFbElMZmM5M2Zydyzp7AbHceGVljYVeIxQKtW5vT73/vWG6zwbFjZuLmfFNaWun77N5dT/uLVKFzxrABM2Hz7LPm/DffKGFTTylhI3VOkVPCxru0lmjPPGNeZIDZCi00tGYCqw6envCXv5hTTZkwwXyicsMGsxT65Zfh8cdL3/bMGTNBtnOnfXph2w5e3LUL3/MkC6rCkUZRrG3bk3VxPdjQphun/YPs68p+WezH6Sbh7KI9u0pZG5F5nNtW/pfh674hID8XL8PG8F+WM/yX5ay6pBf/6Xc7W1pVrK97s/TD3PHjF1y3cQG+hY5KoSKLB0s7XslH/W5jV7Oyt70LLJ7Kwt/Hkwf7V0NLPREREakzzh7DxmXJvfc6Hn6aOVMJm+p09vg1gOGUQlOFjUgt4uHhGKemPvPwMJNNkZFw2WWlb3PmjFll45zEOXMGxo6t2VhF6rmS6wCb89M1PXpAVBSkpJgdcnJy6v95qQFSwkbqnIIixxg25wyevmOHOf4HQESEWYIs5ePpabZD69XLTHw984zZhzYnxyUxw86d5vg6hstzmVRL04zgYDOGgQNh4ECi27ThJouFm6rjWC5uhRMn4K234LXXzDFlgMuT1nF50jqzXdxf/gJDh5oXthezaZPZWuSLLxxJRTDL5MeOxfPRRxkQF8eAavo0IiIiInDWGDZnr7ziCrNtzs6dZlugXbvMcRik6pVSYWNTSzQRqe38/c1xdatjbF0RsSuptHV+mAMPD7j+enj3XbPqb/Fis+pG6pVambCZNm0ac+bMYefOnfj7+3P55Zfz97//nUsuucS+TW5uLo888giffvopeXl5DBo0iLfeeotIp7LT5ORkxo8fz9KlSwkKCmLMmDFMmzYNL69a+bGljFwrbM76kvzppx0JhMcfN7/ol/Lr0QMeeMBMUpw5YyZvysrTE9q0cfTIbd68bMmM0nh4QMeO0KdPudqyVamwMHjiCZg0Cd57z2xRl5xsrlu1Cm64AS691Pzv7bbbzo3TMMwvO158ERYscF0XHAz33w8PPQRNq2d8HBEREZGzObfaMs7O2FgsZpXNo4+ar999F6ZPr7ngGhLnCpvihA1qiSYiIiI4Htw451pt2DDz+gzMtmhK2NQ7tTJzsXz5chITE7nssssoLCzkr3/9KwMHDuSXX34hMNBs/PPwww/z7bff8sUXXxASEsKECRO4+eabWblyJQBFRUUMHTqUqKgoVq1axdGjRxk9ejTe3t688MIL7vx4UkmuY9g43cRs3mwOEghmeeD999dsYPXNs8+av8+SgVDPZrU6kjLOU5s2tWNgxaoWEGC2i7vvPvjsMzMBs2OHuW7HDhg92kzsPPoo3HMP+PnB11+b261d67qvJk3MsZX+9Ke63bJPRERE6iaXCptzamzM65rJk6GgAGbNMsc4rI/Xd+5WkrCxWu3jPqglmoiIiDg750ptwADzO6fcXJg3z+zgUtEHpaVWqpUJm++//97l9axZs2jSpAkbNmygX79+ZGZm8u9//5vZs2dz7bXXAvD+++/ToUMH1qxZQ58+fVi4cCG//PILP/zwA5GRkXTt2pVnn32Wxx9/nKeffhof3XDUWYVOLdG8nBM2U6Y45idPVg/HygoONhM2jz1m/i7PTsxERTXMu0hvb7jzTrjjDpg/H6ZNMyttwKy8efBBmDoVwsMhKcn1va1amb/Pu+4yy8hFRERE3MB1DJtSNmjcGG66CT7/3Bx8+uuvXQellsrLzoYDB8z5Dh3s19XO/x4eDfFaW0RERACw2EtszloREGAmbebNg6NHYeNG6NmzxuOT6lMn0m+ZmZkAhIWFAbBhwwYKCgoYMMAx0kP79u1p0aIFq1evBmD16tV06tTJpUXaoEGDyMrKYkfJU/FnycvLIysry2WS2se5JZqXZ/HJa906swwQzBZcf/yjGyKrh/r0gR9/NFt5vfYajB8P11xjtu9q6DeQJX1DV640f0dDhzrWHT/umqzp3BlmzzZ7wI8fr2SNiIiIuFWZLuPGjXPMl7TdkKrjfK1Y0g4N1+9kGvjVtoiISINWch1QajW0cxu0r7+ukXik5tT6hI3NZmPixIn07duXjh07ApCSkoKPjw+hZ7USioyMJCUlxb6Nc7KmZH3JutJMmzaNkJAQ+xQTE1PFn0aqQoFLS7Ti/4Sdq2v+9jezNFCkplxxhflkw5YtMHKkOY4PQL9+ZhXO5s1w++2g8bNERESkFrjgGDYlrr3WrA4GWLjQUQ0iVaO08WsAm6GWaCIiInKBMWzAfIC4RMkD7FJv1PqETWJiItu3b+fTTz+t9mNNnjyZzMxM+3Tw4MFqP6aUX5HtrJZoK1c6BnNv2RLuvts9gYl07gwffWS2RvvlF1i+HIYM0d22iIiI1CqWi41hA2Y18T33FG9kwHvvVX9gDcl5EjbOX8pYdA0pIiLSYJW0Ri31Si06Gnr0MOc3bwZ9h12v1OqEzYQJE5g3bx5Lly6lefPm9uVRUVHk5+eTkZHhsn1qaipRUVH2bVJTU89ZX7KuNL6+vlitVpdJap/CorNaoj35pGPlk09qQFRxv+hosxe5iIiISC3kkrA5X4UNwNixjsrh996DwsJqjatBcU7YOF03XuifQ0RERBoOR4XNea4OnNuizZtX/QFJjamVCRvDMJgwYQJfffUVS5YsoVVJKX6xHj164O3tzeLFi+3LkpKSSE5OJiEhAYCEhAS2bdtGWlqafZtFixZhtVqJd3qCSeqeQqeWaDGb18DSpeaLuDgYPdpNUYmIiIiI1A0uLdEutGF0tGOcvsOH4fvvqzWuBuXXX82f/v4QG+tYXvyljIeKa0RERBo0xxg25+GcsFFbtHqlViZsEhMT+eijj5g9ezbBwcGkpKSQkpLCmTNnAAgJCeGee+5h0qRJLF26lA0bNjB27FgSEhLo06cPAAMHDiQ+Pp5Ro0axZcsWFixYwBNPPEFiYiK+vr7u/HhSSfaEjWHQ671XHSueflpjhIiIiIiIXIRrhc1FajrGjXPMz5xZPQE1NHl5sGePOd+hg9l+rljJv4baoYmIiDRwJS3Rznep1q0bNGtmzi9ZAtnZNROXVLtambB5++23yczM5Oqrr6Zp06b26bPPPrNv88orr3D99dczYsQI+vXrR1RUFHPmzLGv9/T0ZN68eXh6epKQkMCdd97J6NGjmTp1qjs+klShwiJzDJt++zcSuW2DuTA+Hm67zY1RiYiIiIjUPRdtwTV4sOPLgG+/hSNHqjuk+m/XLigZl/Os7g+24m9llK4RERFp2C56LWCxOKps8vJg0aLqDklqSK1M2BiGUep011132bfx8/NjxowZnDhxguzsbObMmXPO2DSxsbHMnz+fnJwcjh07xj/+8Q+8VIFR5xXaDDAMHvnxI8fCp5929NcWEREREZHzcq7euFiBDV5e5lg2AEVFMGtWtcXVYJxn/Bpw/HuowEZERKRhK1NFtNqi1Uu1MmEjciFFNoMBe9bRJWW3uaBzZxgxwr1BiYiIiIjUES65gLKMcn/PPY5vDd5911EdIhVTMn4NnFNh40jYKGMjIiLSkDlfCZz3AZtrr4WAAHN+3jxdo9UTSthInVNYUMikn5yqa6ZOden7LCIiIiIi5+fyxGZZMjYtW8LvfmfO799v9kmXinOusDk7YVP8U+kaERGRhs2lIvp8G/n5Oa7R0tJg3bpqj0uqn77lbmiysmDGDLj/fpg+Hb7+2uyhXFjo7sjKrNnS74hP2w/AyfgucMMNbo5IRERERKTuKNMTm2cbN84xP3NmVYbT8JQkbHx8oHVrl1UlLU9UYCMiItKwuV6vXeCCTW3R6h0N6NJQ7NoFb74J778Pp0+fu97bG+LizB7K7ds7pksuAau15uM9n6Iiuv37NfvL3YmP0Ut3MyIiIiIiZVamJzbPdsMN0LgxHDsGX31l/mzcuFriq9cKCsx7MzDvtc4aY9XeEk01NiIiIg2aa0X0BQwd6pj/5ht4/vnqCklqiBI29ZnNBgsXwuuvw3ffXXjbggKzl7JzP+US0dGuSZySqXnzmn/067PPaHTAHLtmfbMOnLjy2po9voiIiIhIHVfmJzad+fjAXXfBSy+Z9w4ffgiPPFId4dVve/eavz8wH5Y7S0mLOj2TJiIi0rA5P7xhu9D1WlQU9O4Na9fCtm3w228QG1sDEUp1UcKmovLywNPznCeiaoVTp+CDD+CNNxxPb5Xw94fRo+EPf4CjR2HnTse0axfk55+7vyNHzOnsXtWBgeZTYWcnctq2NXsoVrXCQnj6afvL/7vyTu71Ulc/EREREZHyKPMTm2e7914zYQNmW7RJk5RZKC/nB+TOGr8GHBU2Hvq9ioiINGzO12sXu2AbNsxM2IBZZTNhQrWFJdWvFmYbap9/Lt+Lf2CQy7IrZjxP1zkfUOTlTaGvH4V+/hT4+lHo60+hnx+FPn7mT19/Cn39KPDzt29X6OtHga8/+YHBZMS05GRMa/KsoZWOM+Twb3Sa+xHx33+JT062y7qsyGZsG34nvwwe4ThW0xho2guuMV9aiooITj1Mo4P7aJS8j0YH9xFa/DMg48S5B8zOho0bzcmJYbGQFdWcky1aczKmtdPPNuSGNHLc1BkG3jnZ+GeewC/rJP6ZJ/HLdPqZdRK/rAz8il8HZKTjn3kSgNUtOrE6tgv3eehGRkRERESkfJxaopUnY9OuHfTrBytWQFISrFwJV1xR9eFdSEEB7N9vPnCWlwdXX123WrNt2+aYLy1hU/xTdzkiIiINW7muBYYNgyeeMOeVsKnzlLApgzeW7MHDN8BlWdjeFLoCnoUFeBYW4Jt9qlLHOB4Qwt6w5uwNb+74GR7DYWtjbB6e532fxbBx5f5NjNk4j2v2rsfjrGfkVrXozKwew/ghrpe5nzVpQNpFoomGkGgIuQI6mktCz2TROv0wbU4cJC79EK1PHKJN+iFiM1LwNGxnxWQQcvQgIUcP0nLtcpd1J/2CORbYiJC80zTKycLHVljWX5GL/7vyTgC8PFRhIyIiIiJSHq4VNuWqsYFx48yEDZhVNtWVsMnMNJNCzh0Bdu6EPXscLcUAPDzMGIYPhxtvhNatqyeeyvj1V5g715zWrXMsLyVhY3MMYiMiIiINmKU8FTadOkGLFpCcDMuWmd2XgoOrMzypRkrYVFByaFPWNY/HvyAP/4I8/ArNn/6FeQQU5JV7fxE5mUTkZNL70A6X5Xme3uwLa+aUxDETOqnB4QxOWsVdG74h7sQhl/fkevkw59Jr+KDHMJIat6zMx7TL8LeysbmVjc1d+yz7FBbQIuMobdIP0ebEIdqkHyz+eYjg/DPn7KdR7ika5ZY/uXXax5+T/lZO+Fv5psOVrG9+KcG+XnRqHlLhzyQiIiIi0hC55ALKma9hxAh44AHIyIAvvoDXXoPQ0IoFYrPBoUPnJmV27jTbN5d1HytWmNOkSdC5s5m8GT4cunZ1T8s2m81sS1KSpDm7TTWY44S2a3fucuVrREREBNcxbC76gI3FYlbZzJhhDnexcKF5zSZ1khI2ZXB7rxgGdm3lunBMT04BpaYeDAOPvFw8cs/geeYMnrln8Cj+6TzvfSKdwAN7CNi3h4D9e/BLSzlnV75FBXQ4doAOxw5cNM4zTZtx6I6xHBlxB5GhYfy5Ih+2CqQD6YaBz7FUAvftIWD/7uKfewjctwfvk+kUhDaiIDSM/LBwChqFURAaZv5sFEZ+ozAKQsPtrwtCG2HzdYyJk1A8dW/RiBB/bzd9ShERERGRusk5hzF9QRIBPuev6C/NdX2vo8+3s+HMGeY9/hLrrrv9gtt75eUSfvQ3Ig7tp/Hh/UQc2k/E4QNEHD6AT965D3mdT4G3D+nRsRxv1orjzVvhlZ9P+3VLiThywLHR1q3mNHUqGY2b8mvva9nZ+1p+i++OzbP6bn89C/JpvXUt7dcuof3Pywg+ebzU7Y62vISdva9hw4ARZM1POmf9sdPmw38eav0sIiLSoJWrwgYcCRuAr79WwqYOU8KmDOKbWunfIbL6D5SVVXrZ/+7drmX/Z7vqKnjwQfxvuIG2Xl60rf5IyygKrupS6hpPwK/UNSIiIiIiUp08nZIBX244dIEtS7c28nIWMBuA1nM/YUJoAgARORlOlffm1PrEIZpnpp3TuvlCjgWEsi+8OXtdOg2cp130JSNok36QgbvXMHDXGroddSRBQo8dJWHexyTM+5iTfsEsibuMhW37sKJld874VP5uJDgvm2v2rmfg7jVctW99qR0Giiwe/Nw8noVtE1jYtjeHQqPMFXvyYM9v5923hzsqg0RERKTWcG1hWwZXXw1BQXD6NMyfD0VF4Fm+h3KkdlDCpgx8vGponBSrFS67zJycFRY6BtYsmfbtM0vo778fupSeFBERERERETnbwPgovt+egq287dCKJTVuyaaml9DtaBLxafv5+sOHiT15lJC87DLvo9DiQXJoFHvDY1zH8QxrTqZ/+Xqu7w2P4e3wGN7ucwtNTqXzuz1rGbh7DQm/bbWPmdko9xQjti9hxPYl5Hr58GPLbiSXJE/KyWIYxKUfpE/ytlLH5Mz18mFFq+4sbNuHxW0u42RA+ds4D7q0YrGJiIhI/eDSEq0sJTa+vjBwIMyZA8ePw5o10LdvNUYo1UUJmzLw9nTzwPZeXtC2rTkNG+beWEREREREpE4b3q0ZfVqHc+xU+cfeLNEoPBH+/CAAnVP2nHe7oqBg8uLakRfXlrw27chr05a8uHbkx7bC8PEhCogCqvbrhBsB2J2VSfDSH7Au+JbgpYvwPG02tPYrzOd3e9ZW6RELQxtxasBgsgYN5VS/a2gaEMgYYEwF9uXv40mbxoFVGp+IiIjULeWusAG44QYzYQPwzTdK2NRRStiUgZe7EzYiIiIiIiJVKCrEj6iQSrQFGz8W3n0Tdu0yX7doAe3bnzN5RkURYLEQUDVhl1MIxN8NiXdDXh4sXQpz58L//gcp544fWm6xsTB8OAwfjtcVV9DIy4tGld+riIiICBaLc4VNGd903XVmpscwzITNiy9WT3BSrZSwKQNvT/UPFhERERERsQsKgs2b4cABiIkxX9dmvr4weLA5vfUW7NgB2WVv4XaOkBAzKaWxZkRERKQauFxhlDVh07gxJCTAqlXwyy/mkBqtW1dDdFKdlLApAx8PVdiIiIiIiIi48PeHDh3cHUX5eXhAp07ujkJERETkvFxbopVj4MFhw8yEDZhVNg89VLWBSbVTJqIMvLz01JSIiIiIiIiIiIiIVD/nb6PL3BINXMc//+abqgpHapASNmXgrTFsRERERERERERERKQGuIxhU543xsdDq1bm/PLlkJlZpXFJ9VMmogw0ho2IiIiIiIiIiIiI1ATXCptypGwsFkeVTWEhfP99xYNIToZlyyAlpeL7kHJTwqYMfFRhIyIiIiIiIiIiIiI1wHUMm3K64QbHfHnaohkGbN0KU6dC9+4QGwvXXANNm0J0NFx/PUyZAnPnmsmccvVqk7LycncAdYGXEjYiIiIiIiIiIiIiUiOcWqKVNy9y5ZVgtUJWFsyfb1baeJ0nDVBUBCtXmkmYuXNh//7Stzt6FL791pxKhIebiZ1u3cyf3btDmzbgoe/SK0MJmzLQGDYiIiIiIiIiIiIiUhNcK2zKmbHx8YHBg+Hzz+HkSVi1Cvr1c6w/cwYWLTITNN98A8ePl76fHj2gd29ISoKNG819OUtPN/ezaJFjWXCwawInJgYCAkqfzpdEauD0WykDjWEjIiIiIiIiIiIiIjXB+dvoY6fyyv1+3wGDCfn8cwCy//sVObFx+H7/HT7ffo3v4h+w5OSc8x7D05OCK/uRN3QYedcNxRbTwmmlgUdyMt5bNuG1eTNeWzbjvXkTHsfSXHdy6hSsWGFOF2F4e2MEBGD4+2P4m0kcw9+/eFkARmAgtrBwjPBwbPYpwul1BPj7l/t3UxVOncqttn1bjHKNWtSwZGVlERISwm9Hj9EiKsLd4YiIiIiIiIiIiIhIPXfff9azYEdqhd8feiaLDW/ciadh44yXL95FBXgZtnO2y/b2Y3mr7ixsl8CSNpeR5RdU9oMYBk1On6Bj6l77dGnKXpqdOlbhuMsrx9uXE/5WThZPJwKKf/pbOe0bwBkvX854+5Lr7WufP+Ptxxmv4mXFy3O9fTAsZe+yZcvL4eCrfyAzMxOr1Vqln0kVNmWglmgiIiIiIiIiIiIiUhOirH6Ven+Gv5X1zTrQ+9AO/AtdK3SOB4TwQ1xvFrbtw8rYLuR5+1bsIBYLacHhLAkOZ0lcL/visJxMLk3dS3zaPkJyT+NfkIdfQR7+hXn4F5iTX2nzhXkEFJSvmiigII+AgmM0z6p8kijP09uewDnj7cvy1j14ZsB9ld5veSlhUwZK2IiIiIiIiIiIiIhITRh/dRwGkJJZ8dZbW264g95v/Q2AtCbN2dz9Kjb3uJq9cZ0wPDzxAq6qmnDPEgm0Y39F3moYeBfk4ZOfi9+ZbIJOZxJ0KsOcTmcQdCqz+GfGWT8z8bQVVSpq36ICfIsKCOU0AOme8QyMjyx12/wzp/mgUkc7v3rfEm3GjBm89NJLpKSk0KVLF9544w169ep18TfiaImWkZFBSEhINUcqIiIiIiIiIiIiIlJFtm8HDw/o0AEs9XicdpsNsrLg+HFzOnYMsrMhJ6fi0+9/D//6V6mHK8kbqCVaOX322WdMmjSJd955h969e/Pqq68yaNAgkpKSaNKkSZn3Y6nP/zGLiIiIiIiIiIiISP3TsaO7I6gZHh4QGmpOcXHujqZS6nWvr5dffplx48YxduxY4uPjeeeddwgICOC9995zd2giIiIiIiIiIiIiIiJ29TZhk5+fz4YNGxgwYIB9mYeHBwMGDGD16tWlvicvL4+srCyXSUREREREREREREREpLrV24TN8ePHKSoqIjLSdWCgyMhIUlJSSn3PtGnTCAkJsU8xMTE1EaqIiIiIiIiIiIiIiDRw9TZhUxGTJ08mMzPTPh08eNDdIYmIiIiIiIiIiIiISAPg5e4AqktERASenp6kpqa6LE9NTSUqKqrU9/j6+uLr61sT4YmIiIiIiIiIiIiIiNjV2wobHx8fevToweLFi+3LbDYbixcvJiEhwY2RiYiIiIiIiIiIiIiIuKq3FTYAkyZNYsyYMfTs2ZNevXrx6quvkp2dzdixY90dmoiIiIiIiIiIiIiIiF29TtjceuutHDt2jClTppCSkkLXrl35/vvviYyMdHdoIiIiIiIiIiIiIiIidhbDMAx3B1FbZWVlERISQmZmJlar1d3hiIiIiIiIiIiIiIiIG1Vn3qBeV9hUVkkuKysry82RiIiIiIiIiIiIiIiIu5XkC6qjFkYJmwtIT08HICYmxs2RiIiIiIiIiIiIiIhIbZGenk5ISEiV7lMJmwsICwsDIDk5ucp/8SJSN2RlZRETE8PBgwfVGlGkgdJ5QERA5wIR0XlARHQeEBFTZmYmLVq0sOcPqpISNhfg4eEBQEhIiE7CIg2c1WrVeUCkgdN5QERA5wIR0XlARHQeEBFTSf6gSvdZ5XsUERERERERERERERGRclHCRkRERERERERERERExM2UsLkAX19fnnrqKXx9fd0dioi4ic4DIqLzgIiAzgUiovOAiOg8ICKm6jwXWAzDMKp8ryIiIiIiIiIiIiIiIlJmqrARERERERERERERERFxMyVsRERERERERERERERE3EwJGxERERERERERERERETdTwkZERERERERERERERMTNlLA5jxkzZtCyZUv8/Pzo3bs369atc3dIIlJNnn76aSwWi8vUvn17+/rc3FwSExMJDw8nKCiIESNGkJqa6saIRaQqrFixgmHDhhEdHY3FYmHu3Lku6w3DYMqUKTRt2hR/f38GDBjA7t27XbY5ceIEI0eOxGq1Ehoayj333MPp06dr8FOISGVc7Dxw1113nXONMHjwYJdtdB4QqdumTZvGZZddRnBwME2aNGH48OEkJSW5bFOW+4Hk5GSGDh1KQEAATZo04bHHHqOwsLAmP4qIVFBZzgNXX331OdcEf/rTn1y20XlApO56++236dy5M1arFavVSkJCAt999519fU1eCyhhU4rPPvuMSZMm8dRTT7Fx40a6dOnCoEGDSEtLc3doIlJNLr30Uo4ePWqffvrpJ/u6hx9+mG+++YYvvviC5cuXc+TIEW6++WY3RisiVSE7O5suXbowY8aMUtdPnz6d119/nXfeeYe1a9cSGBjIoEGDyM3NtW8zcuRIduzYwaJFi5g3bx4rVqzgj3/8Y019BBGppIudBwAGDx7sco3wySefuKzXeUCkblu+fDmJiYmsWbOGRYsWUVBQwMCBA8nOzrZvc7H7gaKiIoYOHUp+fj6rVq3igw8+YNasWUyZMsUdH0lEyqks5wGAcePGuVwTTJ8+3b5O5wGRuq158+a8+OKLbNiwgfXr13Pttddy4403smPHDqCGrwUMOUevXr2MxMRE++uioiIjOjramDZtmhujEpHq8tRTTxldunQpdV1GRobh7e1tfPHFF/Zlv/76qwEYq1evrqEIRaS6AcZXX31lf22z2YyoqCjjpZdesi/LyMgwfH19jU8++cQwDMP45ZdfDMD4+eef7dt89913hsViMQ4fPlxjsYtI1Tj7PGAYhjFmzBjjxhtvPO97dB4QqX/S0tIMwFi+fLlhGGW7H5g/f77h4eFhpKSk2Ld5++23DavVauTl5dXsBxCRSjv7PGAYhnHVVVcZDz300Hnfo/OASP3TqFEj4913363xawFV2JwlPz+fDRs2MGDAAPsyDw8PBgwYwOrVq90YmYhUp927dxMdHU3r1q0ZOXIkycnJAGzYsIGCggKXc0L79u1p0aKFzgki9dj+/ftJSUlx+dsPCQmhd+/e9r/91atXExoaSs+ePe3bDBgwAA8PD9auXVvjMYtI9Vi2bBlNmjThkksuYfz48aSnp9vX6TwgUv9kZmYCEBYWBpTtfmD16tV06tSJyMhI+zaDBg0iKyvL/mSuiNQdZ58HSnz88cdERETQsWNHJk+eTE5Ojn2dzgMi9UdRURGffvop2dnZJCQk1Pi1gFfVfIz64/jx4xQVFbn8cgEiIyPZuXOnm6ISkerUu3dvZs2axSWXXMLRo0d55plnuPLKK9m+fTspKSn4+PgQGhrq8p7IyEhSUlLcE7CIVLuSv+/SrgdK1qWkpNCkSROX9V5eXoSFhen8IFJPDB48mJtvvplWrVqxd+9e/vrXvzJkyBBWr16Np6enzgMi9YzNZmPixIn07duXjh07ApTpfiAlJaXUa4aSdSJSd5R2HgC44447iI2NJTo6mq1bt/L444+TlJTEnDlzAJ0HROqDbdu2kZCQQG5uLkFBQXz11VfEx8ezefPmGr0WUMJGRBq8IUOG2Oc7d+5M7969iY2N5fPPP8ff39+NkYmIiIg73Xbbbfb5Tp060blzZ9q0acOyZcvo37+/GyMTkeqQmJjI9u3bXcazFJGG5XznAefx6Tp16kTTpk3p378/e/fupU2bNjUdpohUg0suuYTNmzeTmZnJl19+yZgxY1i+fHmNx6GWaGeJiIjA09OT1NRUl+WpqalERUW5KSoRqUmhoaG0a9eOPXv2EBUVRX5+PhkZGS7b6JwgUr+V/H1f6HogKiqKtLQ0l/WFhYWcOHFC5weReqp169ZERESwZ88eQOcBkfpkwoQJzJs3j6VLl9K8eXP78rLcD0RFRZV6zVCyTkTqhvOdB0rTu3dvAJdrAp0HROo2Hx8f4uLi6NGjB9OmTaNLly689tprNX4toITNWXx8fOjRoweLFy+2L7PZbCxevJiEhAQ3RiYiNeX06dPs3buXpk2b0qNHD7y9vV3OCUlJSSQnJ+ucIFKPtWrViqioKJe//aysLNauXWv/209ISCAjI4MNGzbYt1myZAk2m81+Ayci9cuhQ4dIT0+nadOmgM4DIvWBYRhMmDCBr776iiVLltCqVSuX9WW5H0hISGDbtm0uCdxFixZhtVqJj4+vmQ8iIhV2sfNAaTZv3gzgck2g84BI/WKz2cjLy6vxawG1RCvFpEmTGDNmDD179qRXr168+uqrZGdnM3bsWHeHJiLV4NFHH2XYsGHExsZy5MgRnnrqKTw9Pbn99tsJCQnhnnvuYdKkSYSFhWG1WnnggQdISEigT58+7g5dRCrh9OnT9ifiAPbv38/mzZsJCwujRYsWTJw4keeee462bdvSqlUrnnzySaKjoxk+fDgAHTp0YPDgwYwbN4533nmHgoICJkyYwG233UZ0dLSbPpWIlMeFzgNhYWE888wzjBgxgqioKPbu3cuf//xn4uLiGDRoEKDzgEh9kJiYyOzZs/nf//5HcHCwvc98SEgI/v7+ZbofGDhwIPHx8YwaNYrp06eTkpLCE088QWJiIr6+vu78eCJSBhc7D+zdu5fZs2dz3XXXER4eztatW3n44Yfp168fnTt3BnQeEKnrJk+ezJAhQ2jRogWnTp1i9uzZLFu2jAULFtT8tYAhpXrjjTeMFi1aGD4+PkavXr2MNWvWuDskEakmt956q9G0aVPDx8fHaNasmXHrrbcae/bssa8/c+aMcf/99xuNGjUyAgICjJtuusk4evSoGyMWkaqwdOlSAzhnGjNmjGEYhmGz2Ywnn3zSiIyMNHx9fY3+/fsbSUlJLvtIT083br/9diMoKMiwWq3G2LFjjVOnTrnh04hIRVzoPJCTk2MMHDjQaNy4seHt7W3ExsYa48aNM1JSUlz2ofOASN1W2jkAMN5//337NmW5Hzhw4IAxZMgQw9/f34iIiDAeeeQRo6CgoIY/jYhUxMXOA8nJyUa/fv2MsLAww9fX14iLizMee+wxIzMz02U/Og+I1F133323ERsba/j4+BiNGzc2+vfvbyxcuNC+viavBSyGYRiVSj+JiIiIiIiIiIiIiIhIpWgMGxERERERERERERERETdTwkZERERERERERERERMTNlLARERERERERERERERFxMyVsRERERERERERERERE3EwJGxERERERERERERERETdTwkZERERERERERERERMTNlLARERERERERERERERFxMyVsRERERESkTrvrrrsYPnx4jR931qxZWCwWLBYLEydOrLbjHDhwwH6crl27VttxRERERETEvbzcHYCIiIiIiMj5WCyWC65/6qmneO211zAMo4YicmW1WklKSiIwMLDajhETE8PRo0f5xz/+wQ8//FBtxxEREREREfdSwkZERERERGqto0eP2uc/++wzpkyZQlJSkn1ZUFAQQUFB7ggNMBNKUVFR1XoMT09PoqKi3Po5RURERESk+qklmoiIiIiI1FpRUVH2KSQkxJ4gKZmCgoLOaYl29dVX88ADDzBx4kQaNWpEZGQkM2fOJDs7m7FjxxIcHExcXBzfffedy7G2b9/OkCFDCAoKIjIyklGjRnH8+PFyx9yyZUuee+45Ro8eTVBQELGxsXz99dccO3aMG2+8kaCgIDp37sz69evt7/ntt98YNmwYjRo1IjAwkEsvvZT58+dX+PcmIiIiIiJ1jxI2IiIiIiJS73zwwQdERESwbt06HnjgAcaPH88tt9zC5ZdfzsaNGxk4cCCjRo0iJycHgIyMDK699lq6devG+vXr+f7770lNTeUPf/hDhY7/yiuv0LdvXzZt2sTQoUMZNWoUo0eP5s4772Tjxo20adOG0aNH21u5JSYmkpeXx4oVK9i2bRt///vfVVEjIiIiItLAKGEjIiIiIiL1TpcuXXjiiSdo27YtkydPxs/Pj4iICMaNG0fbtm2ZMmUK6enpbN26FYA333yTbt268cILL9C+fXu6devGe++9x9KlS9m1a1e5j3/ddddx33332Y+VlZXFZZddxi233EK7du14/PHH+fXXX0lNTQUgOTmZvn370qlTJ1q3bs31119Pv379qvR3IiIiIiIitZsSNiIiIiIiUu907tzZPu/p6Ul4eDidOnWyL4uMjAQgLS0NgC1btrB06VL7mDhBQUG0b98egL1791bq+CXHutDxH3zwQZ577jn69u3LU089ZU8kiYiIiIhIw6GEjYiIiIiI1Dve3t4ury0Wi8syi8UCgM1mA+D06dMMGzaMzZs3u0y7d++uUKVLace60PHvvfde9u3bx6hRo9i2bRs9e/bkjTfeKPdxRURERESk7lLCRkREREREGrzu3buzY8cOWrZsSVxcnMsUGBhYIzHExMTwpz/9iTlz5vDII48wc+bMGjmuiIiIiIjUDkrYiIiIiIhIg5eYmMiJEye4/fbb+fnnn9m7dy8LFixg7NixFBUVVfvxJ06cyIIFC9i/fz8bN25k6dKldOjQodqPKyIiIiIitYcSNiIiIiIi0uBFR0ezcuVKioqKGDhwIJ06dWLixImEhobi4VH9t01FRUUkJibSoUMHBg8eTLt27Xjrrbeq/bgiIiIiIlJ7WAzDMNwdhIiIiIiISF0za9YsJk6cSEZGRo0c7+mnn2bu3Lls3ry5Ro4nIiIiIiI1SxU2IiIiIiIiFZSZmUlQUBCPP/54tR0jOTmZoKAgXnjhhWo7hoiIiIiIuJ8qbERERERERCrg1KlTpKamAhAaGkpERES1HKewsJADBw4A4OvrS0xMTLUcR0RERERE3EsJGxERERERERERERERETdTSzQRERERERERERERERE3U8JGRERERERERERERETEzZSwERERERERERERERERcTMlbERERERERERERERERNxMCRsRERERERERERERERE3U8JGRERERERERERERETEzZSwERERERERERERERERcTMlbERERERERERERERERNxMCRsRERERERERERERERE3+3/5MyVBdn6XtwAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = simulate_poisson_model(neuron_model_name, inp_times, inp_amplitudes, rate, dt=dt)" ] }, { "cell_type": "markdown", "id": "b9165dd6-fa45-44ea-a1d3-67e864851a39", "metadata": {}, "source": [ "References\n", "----------\n", "\n", "[1] Wikipedia contributors. 'Poisson Point Process.' Wikipedia, The Free Encyclopedia. Accessed on February 23, 2024. https://en.wikipedia.org/wiki/Poisson_point_process.\n", "\n", "[2] https://nest-simulator.readthedocs.io/en/stable/models/inhomogeneous_poisson_generator.html\n", "\n", "\n", "Acknowledgements\n", "----------------\n", "\n", "This software was developed in part or in whole in the Human Brain Project, funded from the European Union’s Horizon 2020 Framework Programme for Research and Innovation under Specific Grant Agreements No. 720270, No. 785907 and No. 945539 (Human Brain Project SGA1, SGA2 and SGA3).\n", "\n", "\n", "License\n", "-------\n", "\n", "This notebook (and associated files) is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 2 of the License, or (at your option) any later version.\n", "\n", "This notebook (and associated files) is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.4" } }, "nbformat": 4, "nbformat_minor": 5 }