{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# [Montbrio SDE model using Numba](https://github.com/Ziaeemehr/vbi_paper/blob/main/docs/examples/mpr_sde_numba.ipynb)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import os\n", "import vbi\n", "import torch\n", "import warnings\n", "import numpy as np\n", "import pandas as pd\n", "import networkx as nx\n", "from copy import deepcopy\n", "import sbi.utils as utils\n", "from vbi.utils import timer\n", "import multiprocessing as mp\n", "from tqdm import tqdm\n", "import matplotlib.pyplot as plt\n", "from multiprocessing import Pool\n", "from vbi.models.numba.mpr import MPR_sde\n", "from vbi.sbi_inference import Inference\n", "# %matplotlib inline\n", "\n", "warnings.simplefilter(\"ignore\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "seed= 42\n", "np.random.seed(seed)\n", "\n", "LABESSIZE = 10\n", "plt.rcParams['axes.labelsize'] = LABESSIZE\n", "plt.rcParams['xtick.labelsize'] = LABESSIZE\n", "plt.rcParams['ytick.labelsize'] = LABESSIZE\n", "\n", "path = \"output/mpr_numba\"\n", "os.makedirs(path, exist_ok=True)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# @timer\n", "def wrapper(g, par):\n", " par = deepcopy(par)\n", " sde = MPR_sde(par)\n", " control = {\"G\":g}\n", " data = sde.run(control)\n", " rv_t = data[\"rv_t\"]\n", " rv_d = data[\"rv_d\"]\n", " nn = par[\"weights\"].shape[0]\n", " \n", " if par[\"RECORD_RV\"]:\n", " r = rv_d[:, :nn]\n", " v = rv_d[:, nn:]\n", " \n", " bold_d = data[\"bold_d\"]\n", " bold_t = data[\"bold_t\"]\n", " \n", " if par[\"RECORD_RV\"]:\n", " return rv_t, r, v, bold_t, bold_d\n", " else:\n", " return bold_t, bold_d" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def batch_run(par, control_list, n_workers=1):\n", " \"\"\"\n", " Run simulations in parallel with progress bar.\n", " \n", " Args:\n", " par: Parameters dictionary for the simulation\n", " control_list: List of control values (e.g., G values)\n", " n_workers: Number of parallel workers\n", " \n", " Returns:\n", " List of simulation results\n", " \"\"\"\n", " n = len(control_list)\n", " \n", " def update_bar(_):\n", " pbar.update()\n", " \n", " with Pool(processes=n_workers) as pool:\n", " with tqdm(total=n, desc=\"Running simulations\") as pbar:\n", " async_results = [pool.apply_async(wrapper,\n", " args=(control_list[i], par),\n", " callback=update_bar)\n", " for i in range(n)]\n", " results = [res.get() for res in async_results]\n", " \n", " return results" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def plot(rv_t, r, v, bold_d, bold_t):\n", " step = 10\n", " fig, ax = plt.subplots(3, 1, figsize=(12, 6), sharex=True)\n", " ax[0].plot(rv_t[::step], r[::step, :], lw=0.1)\n", " ax[1].plot(rv_t[::step], v[::step, :], lw=0.1)\n", " ax[2].plot(bold_t, bold_d, lw=0.1)\n", " ax[0].set_ylabel(\"r\")\n", " ax[1].set_ylabel(\"v\")\n", " ax[2].set_ylabel(\"BOLD\")\n", " ax[0].margins(x=0.01)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "\n", "nn = 6\n", "weights = nx.to_numpy_array(nx.complete_graph(nn))\n", "params = {\n", " \"G\": 0.01,\n", " \"weights\": weights,\n", " \"t_end\": 10000,\n", " \"t_cut\": 1000,\n", " \"dt\": 0.01,\n", " \"tau\": 1.0,\n", " \"eta\": np.array([-4.6]),\n", " \"rv_decimate\": 10, # in time steps\n", " \"noise_amp\": 0.037,\n", " \"tr\": 300.0, # in [ms]\n", " \"seed\": 42,\n", " \"RECORD_BOLD\": True,\n", " \"RECORD_RV\": True,\n", "}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "warm up" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "rv_t, r, v, bold_t, bold_d = wrapper(0.33, params)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# to check if there are any nans in the activities\n", "np.isnan(r).sum()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "params['t_end'] = 30_000\n", "g = 0.33\n", "rv_t, r, v, bold_t, bold_d = wrapper(g, params)\n", "plot(rv_t, r, v, bold_d, bold_t)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array([1., 1.], dtype=float32),\n", " array([300.], dtype=float32),\n", " 1000.0,\n", " 1001.0,\n", " 29999.0)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.diff(rv_t)[:2], np.diff(bold_t[:2]), rv_t[0], rv_t[1], rv_t[-1]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Sweeping over $G$.\n", "- [use multiprocessing to speed up](https://github.com/Ziaeemehr/workshop_hpcpy/blob/main/notebooks/multiprocessing/note.ipynb)." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\r\n", "Running simulations: 0%| | 0/4 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "D = vbi.LoadSample(nn=84)\n", "weights = D.get_weights()\n", "nn = weights.shape[0]\n", "print(f\"number of nodes: {nn}\")\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(4, 4.5))\n", "ax.imshow(weights, cmap=\"gray\", vmin=0, vmax=1);" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "TR = 300.0\n", "fs = 1 / (TR / 1000)\n", "t_cut = 20\n", "par = {\n", " \"G\": 0.7, # global coupling strength\n", " \"weights\": weights, # connection matrix\n", " \"dt\": 0.01,\n", " \"t_cut\": 20_000,\n", " \"t_end\": 100_000, # [ms]\n", " \"tr\": TR,\n", " \"rv_decimate\": 10,\n", " \"seed\": seed, \n", " \"RECORD_RV\": True,\n", " \"RECORD_BOLD\": True,\n", "}" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "obj = MPR_sde(par)\n", "sol = obj.run()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0 0\n", "rv_t.shape = (80000,)\n", "rv_d.shape = (80000, 168)\n", "fmri_d.shape = (266, 84)\n", "fmri_t.shape = (266,)\n" ] } ], "source": [ "rv_d = sol[\"rv_d\"]\n", "rv_t = sol[\"rv_t\"] / 1000\n", "fmri_d = sol[\"bold_d\"]\n", "fmri_t = sol[\"bold_t\"] / 1000\n", "\n", "rv_d = rv_d\n", "rv_t = rv_t\n", "fmri_d = fmri_d\n", "fmri_t = fmri_t\n", "print(np.isnan(fmri_d).sum(), np.isnan(rv_d).sum())\n", "\n", "print(f\"rv_t.shape = {rv_t.shape}\")\n", "print(f\"rv_d.shape = {rv_d.shape}\")\n", "print(f\"fmri_d.shape = {fmri_d.shape}\")\n", "print(f\"fmri_t.shape = {fmri_t.shape}\")" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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k4QG2Ffevi7xrYc/isSuC/xThui6UP5WH8Pp1TxUcjizqrogr5KJC/fb16DqP8U+I6gR4ooPA4QvBwFUzWNwXYdvWNXErMd/Q8KVj3c36mPWl4To0Er2h4ZVCzcehLon1JNlSiaXMipyGzccY65IwdwBucDWwGkgmpbSpQ/iYxJqe2oKahufBd1UJy8ZP9tntjNI7fl/I642W5jnOJcQnX3ve+jx7/jlSy8v/1lj7jNMNZPOawJdnGqq5HioWP9xWpK/9VOu5cp2KA9deA7fGzFvqw4aGhoaG14Ut4nqunr41Pj/pad7FDrzoDlvt4+f80OfPM7Mols8IWD5Foq9I2qfKN+av23XY7Mjbsn+5BueGiT4aH/mScxu/T4W5E4Xb8hpYF3fOdebGtdKIwYaGLaxljo1Efz40Er2hYQXJn9Zv7ZRtihRrAZn5Fc+DjkW18UyQNj5H/WTb4KlBdKQ+WbgsgpZC6lioQgdqLXUNz4/vrBLWn7I4daXS3OyiyoeVYW4nW+/WSbSbHz/WHcK8UFYtWnjPJOKSeHz8OoFXtakbp7zn6IW+Uq99TJK7RWxvqcQmpfwphd2JnyMSTHNbXf/rQHnypL22xXzhjd+Knw0NLw5yxoKjoeEacCGpz+0Lpwq0W8VydYeWPVTTbbF/fR9xGa0LKF8u4m7NCnnsvn2r37pXX+9FylX28w1RwtKC5PIx0meaafEpNSm8eZ6m730ea7qF7c/W0Hp3hzlAvB0vNjR8KbhmxkTD50Uj0V852ubxdJDR9uTTndM5gb4OGLSQRzVQTJkWgSQX9aC5hSp9Lc1EqEqz6OgtZ2pHZJOLgUuids7f12UjmbNJLTknpp668vlcStGGhoYoTlimo7Xvmtv43FDDq9bSso652mg9VRN3Mx1JJIfHWjcn21VPq6kWbcB29LOPQT0GM9ou7Gz9aGv9nOHcuXb4wgtxcQ7qYNRTyr1rCqz4DheongEt+WloaLiETzkHh9TgOLPPrAdnat3jjmd2iHux53C43NYlRWk5m4mN4WoXiW2dCXfq+iruUTx+4pxt/nJmIWia+3ObGdg44hTTo+8xpSkmquSwm4OzfJbZRyfPz1accsW5PDd75hQuDURcdD3Wc7RxKDVOkVlx5zFdkQ0NLxWVj8FzrxVPZIX1XUYj0V85qJHoXw4ufJfr4EYogg4xAasADrBm0GLhdYj62IbIyse2AcTIGyT6qWBvrYif3mrmd1eUL09Fpj9LO2RDQwOAIGXNjhXlm3YkK1xKuq6ZkeCsRzYztXBW/zQ/VsZrTuOy4yeSNHe/6JuqPKnWF4qpDe/1NaqNTKLbEjn5mGHCDmxWTTdQj2+hOq9WMVf64DbciBu/19Zu+2nxuUmXJn5pAI6FM4/GDWTIek8/VYSeb6f7LEUBvOxXEor3NXfYIwfBbc0yOXV/jo+bK8JvXGtPvbbmtPnzKjpS9zFFq+u1lD2/ziCxXObLwLePy7cV9fG751sTTnXzbXXMnSymj3GWwy4MP6yYzg+DN4okWWwhkDK63JFgXgVh54/hcxQrGhqeAlbW80viwY+OGy8Utl4aXtwcCDQSvaHharjZsyQ/rj4uDqcmL1dInjzNq2duYg3/cgc47Tfb8k0cNlPazxdf81CnH/sZbn/WNbl19HkMUDO40/g+T3neWgLa0PA0YGYwP45QGlVZRVlWfbXXLeNzEp2L37qKATIp300Ua5uZUYzkAEwByUck//y1be0bX12s+DqyevRUX/l02qiKXybG1ZplnVib5dljpj1jHa+uj+icUsvNMZAePakem7sjsY37x7zouFlcWPjRvg4i/dYW/JeAawmedTLU9rjnhfsJkquh4Zlwrsvzo3Fi76Ar3tPtMhkTRPfU8VSHfdc96yQxfCXMLPb42fttYU2A+xWk6xqjncxqLooKn50Nsi44q9q4hoyHW/5CaqNwydKJ1zwxG+WT4oo6fD1faTb4/Frybj4D59QlMv/5VUNi1a8qPj3XcPWGx+E1xm+fGrS6ZtfiwTVH81rFF/Mc6Sa8wJCtkegNDVciAslnWLRmE8jPESkqBvXlQpo5owoHWA3CAlVaHKeuVOaqoTplFjgL1OfBazmOVcTjquPr1OM8pQ5fk/huDuen2UBDVfoCV9KGhlcGEoPJUt19bnCWzmxb1HxKnNcEYEmGtxJcd4FrrDtwg2QFcX/0uK7r5v8AVCBrpdhqjeowJbrXqN+3oOYLsiPa3ydyff6OWfOCgF6vS5O6vRQK1KPwOD/fszV1kOPzUGEWx7YcnurAEEVVNgYTIUmCCy/Uhu6rQWzu0IW1jG36ujY8AW4gl+ZF68+tlP5O4IlJTbPzntPA+fW14cvGNV1dTw2Hj8rhtehl3gm1JmPOKiBnRDMpHVmsPf5gb1vzPqbQqGxH92LisL1UNXTXNHnN3j4PCXqKgN/43tfH7pRutkjZWmvODWjfxBWn0Gd2ehV2IyEqLIvPt6U4L5KEk9+rl04AKbGLanRZz7G+Dp9qcKodiScaGp4e8yurrsnzLpKb7+9zuKLLtuEyGone8J2Giy0USY9JXp+yGmiqpxMtx+gZnLNikAFW1Ay14i8cPn1bxMmUpJfHCsPNQIV8ByZfuiOVVjkvuXoBb5H9JhBR2LpFT4typSWQDQ0vBou27JpM82l1lJ1RaS0fKEevP77nfN0wgavBVI6TyoWiPLxXhdJIIpvpkSqdCsluJuGV/ghiePG+syB2K3hddw2ZOzTtl8d0NOyUYTV4XbWxL/4ucrty0aeuH9Hl8+e+9aYbKlzTZ20nb7gMe4kym4YnhZ2YH9FUel8GLnWSfgqs95wo7trRfpJFkYftPV3dR9K/Eoh5i8DRBPXP9JmZN61gzsFHIdFsvohaKXhvvMUsZ+FV/jIngs0dzgR1HYelnjxsyVDzJTErAjNdKLcvfpYr94v5Xn8uB7tI4vsUo6gUex/zs9f8+M5mYzx11HUlChWdOvacARVAeHyFOkzUPGb3qNt2sWN1Sp5K87ZQvr9yEdd8pkDDy0OdnTR2tq7u2e9qIf7c7K3PiUaif060pPXF4TFV5o+xLGFluMtI+IgIaNBRHWo0D/YUknN5Tx8H21hRsqsqiA/xWFOAczkuIG8tvDrzlVsrzxfq1KllsQZaW5twJgZIYGbjy6kwWG0utv+kG/iTVm4bXhTG6/I5vuNnqNLrjUSJbzz+MfeOXhF0yewc3uIlSUZH+5j7ZH9yCvN2vtrCWztbmGiRHM+TNLdIHZXLMK8N+5bRFqaLz0RiQEn6ton9U33GRYG1cX0tEup5Jw8cTMPisfV8oAMo06RYnxUl1h1O2g8Qm5SC24lqZJDzTqJJWahnW+yZvrsqlKYk++7C3T+ryv+1tl+/Rpj5EfH57O/5QjxmtarMz1iGmC/3jnjitM+YxX4r5qstvjCX7pBiBaeqMNFnLSKsrQ4q+MLA7gp3H/Mco7V13PaeMP+5mC26CebrSFVEmxlSf1jEPiaOPNtv1zYy0/HZs+RGc2L+qHu4m/bDrXhzPLZC+s+FC2oOZl1c84sCwsyuT92gJZdl0WWnnFkMUhyHtnqJqWJorakeEWg0y4vPdR02X/QTaDHQi4GrLorooqv7sFpGicW99gxfndmxkOml4KUeV0Uj0T8nrlX2NbwOPKJCrWYgyQAUrDwGGkBRyYuMi6q7j6oP1Wg7hAHMBlENZYIqzAzD8AAvqtJMCk0ZncaAPWGGZhqHfwITwefmyKLLRNMd2u/DJqC8Jq2866oqYf7v8tSjANVODSZtaLgSbr7ZJvuSces1v1YGdeigJBctA45Q3UjOnC+Z2YpwvT+Fo8W2Jjcb65uKgVY/r6Tx9QmhAxqfi1mg5ZAr2cwqIxli6ujqsbhDuD/9ucrbW/Eld+bNYVQmDpHlUFWXqf2YNjzjY8BafYN118/Kt9UlCqUiUJHNtv7MPaA2U9qX9dNK9XG9huqpIkP5PTFYbHEsbDwG4ZpSfEac/36/SHxXPmfDiKreulW52jBBVR/lQd2wxFZR9mOuSVc72gMz6UlP6FD16hHB7q5AtVYzBbMBFnujq6IOFuVyrAc5wFTGjipS3ywinCocXVJsHz1+po6fQzaU8PNzrGX/PjUwc/v7iOK7ikQhwR3CMs1pYYZhaW9ZQSxQ5jF+IV0qzL3kc2tRxTVDvl11JLTPP+7S71edaec6AWeCkjSLhZwzhJedd+o6OzYHlXk5MXdL4Q4MLBs5oY727Oviv/vSAs8QMWC1DYycN45xrbRviuuGl475vRjr6Ol14PmKlJ9OWODuyMwnC9zzXBTAysLyPG4Vqj0FGone0HABKs8zUBSIFslKxsz94FwNUv7epwcY0Ri8lgfDVKBmYFFkjWBFStA3fy2lUIuKMJQImhPsMEAPKRY0KYEw80KR7u5wiWF1Lhx+gWIw5qM+uWr9yybFnmG5ENrnavn8jsPc4pp4IuLo1LDZTwmxmrh97iP59PBaLKv/vvIkqNiRAjNXCyeT2RTP8YXH80szAur4gFbvY36UIC0tSwQ6S2YdACeGu8IoQynWjZwT1AyZGdCl0YV5WZPK4OJLylJ3nlrSaVqXanu7GSGzLQl2D5L+Wq9XZ174m5v7YlAaoGBTuNuy6acEzFastaYXmMj0rYS5dg6M59aXqnyX8Jyvtl5eWoHcHEaFEJFQf7Hd3hZ/LRpheRrNwuMTYnUZ5mcqwM7tBdbk3LX3wpZf8EvAqU6ehutxijg4RfBeA5spfrcw/k6mzlSTJYkRgppQ/5YXRc4MFo38RxiqDOFhGpTZddFlemIwtWaZXltkVFxOwp143hYxtLWnmwP5EfGnqR7dU3NLhC0Svd7HYfXCyDkv1hAvFnNElTBPhXQ3sBFEDP1MELVF9M/362sHs0b8d8VacmY/V7WLM2MWxJVEbnlsAxIxIpfzV78zMTubb2yGkWpjDFLFY0BYWaSUx9eNP2vR//iczs+jjYKE17nP3iyWaXj18Gfkms6+7yd+T3c92f3zca/76c9dI9EbPhlsNbTtteOqSeIXcHQ+RvUlg80WfliyaFsM1trVAXN4CRTqwqSqYK4WMRHcUFGNwB2e+9lrx+8HkiOVHjvAGp51cEBzsTgoAU3mterSYfkBnjPMKBQbF9pKT6Gpnj4eY4LyRJvLS/DtfYqW6VNDcV8yjgf22mYiceLJqIORdUx6ChG7eo1u9Xf35XCbzZevarScwYkWP58TBO66LIBwD+jMWqQkYiRBapvLuLbFZy7ro1mQ1uV1KhE8f985jIM4XviDWlWKRZt2ZilKECrvdewjO0dXzpQXpbibg6qfofqoUA/LLoPzZNs1Ehj1WlYdCfVywOPn3EqwxyS1Dv1yg82fPyPXRWVMcKuCf+tz+XN0CL1C1bfZy9x3zKwR768U6g73M9eV25ECq6kovzw8NXGw5RO7JqXXgpbRhmNhOVI8qGexlahB5kVndxyGvOgApOGUAtgAOo4ZYg0zJMlw1bCk3Bgoess+NO+oveax8QZYkOKcl/Zm8/jQWaZiN83ijJLPxv7sEGYccswiUTWwO7iovBcx6yyPGwsK5uO5v2YY5jXzpdh4JGIX82POPNXdNvc/d4ekDGeeri/JMDVYju7m9Rybec5xlZq0FPmhISgQEwwcA1dZZdF4WmdLrL92ml1z0yl/mV7Kl9BKlt8dbHXlDLN14tQslY9Ged+tbttLuNYq7dJaZRdyy5eOL5JE/8Vf/EX86T/9p/H9738ff+AP/AH81b/6V/Hf//t//9yH9Z2H4+mDyE+CE4f8lJvcGGStFVMp/HVtpUCdH1ouBLehKD2JYRyBR9isVHsFQ87VtiVsX1h0JDqskEHja5e/s/hYMKi2CJDwXFc1JNZJgdXVz1OCQ46A6NbJ8xunouETwk6pIK5owX0NPoRyah36gieWm3gk1I5FUSvlqSXXmUDEi/bjnPNRkromYTlnmCiMUqwhlZif+X/OA0USgRihmwVQnGO90pygomPxr5JJA9H49/UlRmyLZNzXhJQ76DAgkx75/+WidHd3sAxRZOi66ODZQFp5mvrohxrKPWBZiJiGtXbjUE9HVZz6yfeJDqhIqtUm+xizSXk4/9M2yAgol0KEwzmGcW0trCpRjGV6WvXTUw6Tpk9mf3ctIVMVlU97zl5jge+147lnp5zcbyq2BBmvYB9teB58TNt+ymkiZ1Ujd7BJ/sCZYMVaY1T/lscvBoubH8V7mRUmBsvTcGxgyoVc7GjwnbmVuUhT0XreffsxCIvLsJ/c6pJcFx3n1jLz49wPtChiyXx/nXeYmU1xSdmP6j5AYiCZFNUqhVg+KiRP/9Z5LFFtO69YiuoecalrxRFzAW4pDG91pZk61MJWRV1BbNNMmmKXh8W5VRDt4QYMSQBbLme18DF/HxGHU9ocNF/PmanHAPlVrFMJvcfkmQ3fPWzFbJ+SzF2v71uFxHkxTUXPziw4h5Nkt09Cn7Ul5TW4lsu7HM++7nv2iyTR/92/+3f4uZ/7OfzGb/wG/tW/+ldgZvzFv/gXcTgcPvehNeDpk86PgYmMvm2fE3VRjeERHuRDiVEyC2im0PSZkvPb1EPVQaKlrS5Ic1cDDxmH93uIT1X7RAQRhZuCP7wHUbRp1nWMq8jCDEozhXoZQMM5nm+ucMmglSLAZ6qQppp7nTA18CnC6orN9qmsYzbffjZs8eh9v3Dy6WNavgHMEmVGTUqcEwYmuMvYlu1waE0Q3SGaj1r51yS6A1PC7bZQt1cV0mIAZj2WtJ+KdeYY+h6Uh1AiyWwIJ6bhXduf7ZjcXkPMMHD4k/OsvXpM7olGn002jmtN1iQDg2ReGJglxCbjOkh63GJfPWVlpfo49MtBpABGyxsqQ5nVHCTLoYhbCbRvDFlzl2mBnnHo/VBbpsMyRtQ2PWc/Bk9BCLt/nhbXSxjXuSc+tIuE6yPxEs/h58JzneOnhpYZN8CxV2jDlwtzu7njLjqeHO4KYYZkLZ2gZV8nLv7pDpPY04kIYgLSKLDOrzFLDxCTKOLKfB82kCgOlMMz3H28Rklp7HqbHi/RyYo6l+NYqHOK/Fx0l50gg9w9OtduXIjnr51SgtCwtHkhAqqSvOSsmXj8LCoMrR1uYzEh8lvJh2lfWBUizGwk2GVG3F2TF18bW8+7pNOtKlYz4MS5Zo6uNoPH9zx2wlHkBl7zTw0Fv/soyDD3Bflfr5v4U0CiYfNQLOzmnTgqDPNJRNGtjmtU3ItCC8FvG+tl/oxDpV8CWndTweZpeLrYt9olnVqzttb29XdjbqPwSEshtGIuSNrqRlq+zikV6Hf7XngqfJEk+r/8l/8SP/uzP4uf/MmfxJ/8k38S/+gf/SP8r//1v/Cbv/mbn+2YXoM681OgA16UxLhu7KeG3wA43rGfCHMCpioUg8wIkty1kC4zMQNzBML98IDEgv7hA9TCoqGzUHiQMhyORAlShgOF5Ut4HrIJiDT8/jJBLbxxa0AnDweYOpiqn24ZRlfVAxzEe6gsGE4EHof3TAFzhWwoWuIzR+DeNvaXhauUMJ8pGK3WGfH3ZZvs5xgq8kmxqSC+PvDz2QCpsHsK5bSpwWEAbKZ2COWzmiCLwnMQtvPkzFXhSksbEQDEDAjDEMnMFpEq5VgSSwSE5TH5QwKxQIhhIqXwN3UHuBlymdOAOOJi02JIizbpreFVEahqnoqmpgbUYaWl/TqeP/2pte1cGG4KNZmIrToAdBbwVugq4a1FBNOln7+N71V+P7umq4JMS0K4p+Ugr5o85kSxzJuWG9hnnppd+RzlmEvLs4vARSFZwBvfk8vTrM3rroBbEYO1Z+TG7DjHYamfGaesx249f/V6unV9vUZF9bFFuC8J13oQfyzqPTWSPKpXe/S+BFXltcS9v4B78FNjPvxZn7DjpuIaNfo8h3A4vAx6dC176uh1XjylPYrVQlTEEtPze+HZvhYEqJpCSIMsp9IpZg5RhktCEln4nI/HPhMmqU1e6CoK49n6Xfbs+Xq36F6aD+RcWYa4OVgyILKpaD93j5t7zFUxB6UBOZei98ZTxBm9MHImJDUQ69QRpwJ1Ha//usfrzKLOORXxR8mvpBbbHYsh5E+4JC3m5sx+rhrdw8edL9e9OUmG0OyYlTfy4xKDeJQ1eDbTxs3RHwZABMIEGQZ4zkGen7mHMlnEg/MjNkPXxZ/1qzYTGBMs86KDYHydR96na9X8SJK+ksLm3ILoc+EpuxJfPGZdN9fMX4kZSsv1R0zG9WS+NpluW2DdDJMiUCkzki4NK75BeBADmWMw8zX2VM+GG4dXPwZfJIm+xvv37wEAP/7jP/7ZjuE51ZmvCS/yLKhDC2G82TK+OuhLXujHA1i2MQ5KKdYKUtrYavUyAr34OxuDJYeSBBEEP+x7UEqgTKCsgDPIg/gq/gT4dojXTmlA/vB7UB5ArOBhDzFAiECZ4CbIRT3JD/uxZVHUYFyUkkzgnMbWZ1NHpgy4jwP7TBQOmVoZUTeIUBmMZIOPXM+zoSnvnh40koYrwm1MKK+07nmCzS1I3u94Nf3GS7wSaa45hv2u2rHhhVDOGUYD3A3sEve1rIaaHg5w3o/JOK2IP7VIlIj0aEiSucGdIcUL3Eryn/YD9h/+L1QVVJTlKo7cx7pBohGMl+stESPzAB/2C+sYd1sILdwklFFYEo5z7mfsvvByPQstPTZrIVMiodOyzsfA0K3BYYgkv35mLUS7z9UhHcxrolnUejIcFQA4ZygTaEXWaiVaNBJJNQNrBspa7u5A6RiKRFVxkD2YcgTRwlFd2CBs5sPHPmYttY+8R9dkSL2GX0qnk4st7I/Gnz8iYVVsr69XHMXN7/VdxZoQyRc6WB4LVR0V77XQE8Ws1ZDDje86Bux9/uv72utw7bv9pWKcJ2IOfgFFjlMzO7a+D/W5QlLBJFCfFydttI9OnIuquHxeKHoZILl0aGUKK0lzcJoRxvV60bB9CT9rBiRIIH3oFwUXKvvj3HKgFp7m156ZgQ8DVGUipczhKwKXZkNWFT76j6/npTjNchgN+xumFLNTipipKplNFX3OSGXvdQDMcdwHTuB0gBRBh7qMBRXLhEQUxQ33Mb7gM/f1NcWYUwVbZZvmuYw5WpD3MTNl7gdffl+64DQfyvOOj23uZx6km0G0FgTCHrCuqWPhp8RYRb9V3jbOayYpeQKNg+RhDirWoDpMny9Lml5fFUMRQDiCwDY1pDzZ6vAwQNQWHdFH52mjW+8SVGwhVB7vo1eSY24V5T/1sX8XbeoufeJ6v/OsI0c+vF88xlhjeDHXe+6yc8L1Igwv9/Rle5b5TJdLRfNlsTP+vEZI/OTF6E8wVPiLJ9HNDH/7b/9t/Jk/82fwJ/7En9h8TM4ZHz58WPzX8DxYDDj5RLg0MG29uMssqdq68S/6+F2xV9RgRzWFh6E5VASiChKCMUPdkapPXiHXzasK0yFiyNSDiUJVboTOuxhCYQ7lHkzR0qlCMFWIKoZhAAsjq8KYoEmjldEdtD9AyUCljdgcYJuUgKY5VJ/FO1HMQMQRuKiOqgRK+6K49PD6cx+JJvc49uccnKKzIbavfXDF50Ylqt3PkNZjpOwLb8STeIbN7bUEtLdiHOL7BMNlrAZXnMfv0mChHp9Bh0h2Mys4UyRFtW163lZY2sLNHXkxPLirBw/efxjv9cyGxALLPbwMLB4OD6Dcw9WCKN7v0WcZoy9lAkmGEcGUQJyLfYxBVeMYNMjg6jEaBPd0nLwfwJSC+FgFgKJxdEMqQSpnmMbAMM7HFnDq5b1rh89iaNiSUBCbiAiW8G03NUjp6JlOVzd+1vlxxSkMMsDMgNm6CwBMGWIOotn9NA6ZBliK7zo7RCQ6C7hfkPviGt1IK7iGD6OZLxSBp5Qlc8XNfJ9/EoKtJNHPjVvXEDcvJPpG8fAJVF9bKiYzOipKxc+/3HkOT4lRQVy+a3kiFfX6265de0Ewnb4HtjyA510Dt3clPGGM/YrFP89y5B7Xz1PbXn0s6l5CwqAhSBY1GcUtQBDGUJ2Ew8JIPPcCnxhpOexDXFO7lUSwP7wHVKOTyx2qDtYMNRlJ5bmyfUgJ+4c9bN5FlGmcG7IgydefZ56zOQB1MNPR3uMlj6jXvKuthlhGJ1nSBC7kc9awm+N9P+s4CwJHEsV6Lh7nURnKMs2/YIaKgVKK62C2h9e924paH1rnUglYBJTDZschyLL08K7HfxiObeDWcGCzaDueS6Fx72FRmHCo9Tcu2WpNd8pWx2zqmiONLmlwXBchjCrnpSj6111h8wK4OMMsQz381dkEqV6fGtcsq8MKSahicJ5mdilLGWRKyGV+zjDk6IxItcCh47bLZU9e5/CPShNmz3kJndO3Cgh8Y0D95+omfkq8FouzI9FZPffVRteWHTkqOnE+5kWc6OAsJ/zcZ7G36lVxbOYBeOScoUsx/RbJfqno7GbHG0HBqWLxS8AXT6L/3M/9HH7rt34L/+Sf/JOTj/nFX/xF/PCHPxz/+9GPfvQJj/Dl4FMsqs/kjHIS17TSrLuc54Hnc6tNmDksTYqtwBiEFO9zU51+pmHVIn0UeUQJmQiKouSow1UceP+QwZRjMXMHHwZkC0+5Qx4gqjjkDE4U6oAc1U5lgZBARCE5I0kC5wxJ36J609agmdWgDmQqis2Zf6cXQk3NYNwviFUtKpXHwtyvDoRiw3lZCc9rAM/UGvPWMblE5Co/Mkq9DuazAGHhR61jIHLV67yiAPJJFIm2StqqEkkdooR9okjEfSptuRkkMzIV5UNVG525Bhb3vTtgAsnT8cuBQBoFQqve4AqkISE9HCA5wVOCC4MpPEdFGSop3tdt9HV1U5hQJFc5wYTHIZ3CEr7s9cOYj2q3eSFoXWA19VlAa8DQx+P4mKCsCrOlvchMDW8G0alNMmyufFRp8ZAgwnG7VEKvXpelYBEt6yWwLkq3sfPTAVFeJLougs7jl0H0lO9ZZFy/eYiiqlsUKkJBt71G6pAW7duW8mcphMNikHXFcxXM5mqbq1AJWd32YL3uJfyoU/F80hBFq3pdNfL8OtQhf0KCod8jc5p+/pE4N6djfk1pEUmcQi6qXinku1ZbjpuO5cuMd17K59rqKn7qNfHaFvhRuzBeywamofzOQLWL1HQkXxxFjUsZwuFv7magcu0RBdk7SOl8Kns+mcM8uhHrnuXEEACUBqjp0pbFwx9bTZdWchbrnbCMvr+5WLaNHtuz/KA+rxdZqJSlWEd62dtOodr+5WIxk92gUgahS6inR6uzsTu4WNt5mQ9U4gRzi+5cLwWDKnCgAe8f3oPEIClyuvhsEQ+wh31etb7jqhTPA8wUOT+MMdnaBq5iWZg+vSYM830Sk7Agi8JmxXYTuVjndV1ZJrojZRm/n0rMZtYxrqnHJxKWoYsh64boDqgdOpXEVwGxwCjB+ww3x3DoIz4tn0eJ4rWKR79Z2BAaDePeO8auXLqq07A5cHY8nkfkAecKGC8VLjJ2uV3Cxww1/iJx476zdU0l82URoxDdo8VNidkBYDAbrV28PK46Jagpfn/I40yBCublvbeFIyIfkw3VU+fsutHdd+k0nuMfX1rReo4vmkT/+Z//efzzf/7P8eu//uv4iZ/4iZOP+4Vf+AW8f/9+/O+3f/u3P+FRPi9ODTbYfOwrV3KOxy8ZmA22O/WpxgWMaXED06WK2Vo1RPQoux7T8FKUYjUgVINcBzGjQxcDQmfEJM9Uh2pBeIlxtA4XdURMkDeYxiKZh1BhiChEBZQdAzEGDqWppAQt/usoqg7eH4ojjGF4/2FsyWchZCZ07qVVLx6fNUPFYNTDcgwrqkmguyNXkq6eezZ0jyyp3FSVfN2X9M1YK0EeU8E1t5NE6cU1wm1zuOFTgWgI7/O4VEfc6hE3H7Y0qm9O2Fpcg5c0LHkLrqkMDHWQ5OLjKng4ZAgnuEUymigKY5INIIJmgueS+OUBSrxY6zLZ6PEbwy/j74PkUC2V3wmHb2lSGtulgbB/YlW87xMoDUg8wIhALNjn99DMMFPYMEwKMwdgsRZJOiB96AHT0Xc02rWj+6Uq5MLL3OEWfoIqBuIEyynW/nnHT032i+LOmZFIQEmKNYpFcdUKATrbLxZ2N+t7yBVsXmysPBSo1b6jqMXdHcYJppGwOltYrwBg7mFmoKF8JvVx4LNbzLSohQnLNCrP+odDWY/L90QMzwzPA2B8tvi07haK9zr58E+G+X79OVQq59RoizXS49/rOSFz8CyBAgpJdeEzmdf9uuEa1NkHUQjUEAoUku8p1NbGp79fLbFSRQwLnhfuFKgt2rpcTxomvBQS/VPgWqKOj5TZDFcdC58Og6jClQvZXAc9GlxjoDiJAhpELoAyYyn2y7r8U1UDmyGlGFqqpnAKmzcxChGPT4VpcYHMSG82DuszlaI69JFslhIzDqUrd0FEmRfhjMfeNe7POUhesXEmk6jgkNIREcjm4MMeQ+m4TSwQlTgmrr7cjpiF6RhUQgigFvYr7gBl0JCQEoGp2toMIGfQkMEPCcQG7g9wEwgRlCPeieJ3xEdGs0Hf8NFypVqkqOaz831ilpSfZKWGQ8QtVr6/uX2Jm452pCZRYMkb9jDzeNZMpucQoe/DykdVQRQe8VavGeWI9bzEYSzLgYges7ZSIlA6xHPFYCpgVXzoe8RFBKCcA+v3EZ+W7j8avfmraKzmxpEnq2RI6iElTz5nv8r5cQXo1zrjbhIgnX7MtTNmrt2nRqtPvzB77qXixk72rc9Y++6PrQnLa3uIa1QVSVLk0bUDnBk2y29TtXVZ2Cxdvh63BCLhh65wPbaIWe8tt2DrvV4yEf4x+CJJdHfHz//8z+NXf/VX8W/+zb/BH/kjf+Ts49+9e4cf/OAHi/++GDzxWv/UavUnHQo2DzyvINWqjYus2gu3vLvmG7Gag9fn4REJra+UkVYCSxFF/yECWq+t9OrI7lBhDEUxoubwMhhQzZAePkBNQZRAKhFgmiB9e4ClDOcYJDrkBKKqoBD0OUGSIkuCU4JqeOt1zGCVsJ4hKrxlBGeJfDxmN4OWIJaZYcJBVhFDlWAmQajNz5F6GYT0adqxXnuB6FrMScCw/rn9/qoJyEs8Z8qRbCyKVh95mAul92M/88s7VQuoDnArSus0AAglmIqBE8O4x5Ao5jCoRaCmDC4eo65B+q4JS6VQRjsx1CJBd9hoN1EDba42KzBwWfPZPNTmKsgavtJaCm9qNCYqYgplXbSKAyXZzxkpF0sTsfEzmhogjOr3J4UUcLYx+KxqXpWq1nLQvC3JHeJRkISHsm7gPLYIa6ZFUOyzgaHLAHf6OyWORNs4CIzSAs4mYf0iBqJZC3JNENVHYsXnii8gOpgK8aBi6HMKvnD0115dDIV072n7Pj8aEjcvEF3Y/2ubql2wUHsMThFLnyU4X7eIz62D1kmXo3SUXacQekq8xGTfP0PBcRRcWQwjJAvLBlNDegIV8bm42FHs5U48xpiBmWUa98cWUp8KUYj8MpPda3HKKmHLQum5oHrb+lnlKMYZbgy3yGOGMrMIqoAw1DiGvuVUYkWBkZbhjKX7lRWZ+yAuC/kbg8ANKR+QKfZVcQKbwXJcuyQET3lcG4kU5EtlpnOQnyPJzQ4hHoddVwFTVeLPB/OqK7LZbLaJlXtrinNrzJvSsDg/BocdDpAcHW40ZKgHiS5ZIJQnxTYRkhiMgtwXJYAUNKQyMM9hZGGbKYz/bz+UvKgo7svOmyliVSUGMUFSQsoMcAZJij2jFh3MAZ+rSU8N9Y7c09yhK3JYzYHqCa/h2a9sI9kcj5FSsJ+R5LPrzFMau6/n19/ACaUiDFbCfkhQE5BOHX4kBhWCZCqD0Kuyfm6PGjZ1wyFhkGm4vYrDZWmTZBqEv6qBcnyfUgUYdZitT8dZD9eZANVFV+D0/tfzF3bCe570caK558ItRVca48mPX8uu7pCtcbwIkB5nH/JY5Pxp32/Eau2u3RAKD+vJ8XHLzn2Mc77CvjCsihQpHZDrfIfyWgfK0z26cTlef43O7v/ZmlMLlx83D+nycz/lvvoceDEkOjPjz//5P4//+T//50e/1s/93M/hH//jf4xf+ZVfwfe//3387u/+Ln73d38XwzBcfnLDWXxswue8XNQ+d+uQmY0kB2lU0/mw4Q+7WqUSPcG1NCOK6vunzBiUYUQLwkpVo1ovOg7wE2KoOAZO0CGjVwOXYNRZwImgrKE8TSmeTwxljgnzDhAPUHWIMqRMmidTSDqAWSEusJyh6uiHBOEEzUNpOSwLrOu4obopvu334ZHOQaxxzpASaK833o+5nvKVi6+7L30SZVt98Fr81a5FFv4olWY9ZzdtpM9NvJuHumcMnKdBvOfUO2s89igf48t8SaW+RVq4GsC8+X414TzXQu7uR9e5FusQnw3tNDPkhwylsEURcxglmPTg3EOMARWkE0pLZkGi4l9uURQTzhPHOFPgVnKC+ADj6CYwU2Rh5JTAWSGsQbK7g1lGUh1wMFkkQR4JPbGDRWDUo3/4MKlBPZKxICLiZ4kGsCpEDIdh8kJNLFFM0OIdvlBgGVQMqQwmFzMoGWAWbdkmi+vdhZHLUE+eJWviQVyYlLVUuBQ+BenDt3A6hFc6atHA0XWRSAvTQkk2UFnjPdSEHUrRoBQRDkOGpmNVSc6y8C2TTHj/fog2fYr1W4uF2DiUrJIhVfnu533JKcty4NYTLQXVf/EF1vRG8OxeXCeolTzlxbVSi0x+tG6d+pgLEvZKMiAK6c9nXfXqCFefupaqXznfKOQ4txdWMnO0r5AcsZhMNmTmvmkx4DYrQH3G4se4tz5Spfm5Me++nfc6nrN1uOp1Z3em2eX1aCu3mcctFaeGqVWByTXCJVaGmEBYMdouOsCq43FmovCgdhvngGQzSN/DqYeoI/c9nAVZBkATXBUWI5agRlFUJoKKYBgyxASsuVjHKMwVIoo8y/OUYx+FB7E8aFi8kUb+o6rQcTB37BtFozMqzCMeUIgvSV8SmVkiTKS71qGgzIs1avjwgA8fHkDDA8TiuDUTMnPEL0JhQYPouCLl6CIShbEgDQOii8zAKYFFkbLAXCCkcb4EkOEBqoacM8gnyxzVUOMOJCWWAZgUOTGEp5lDke8tLzCqYi/K8Bxe4HPbBCn2JqkIoQAc2WbOO6I01QGfs32JOWI3d5j4ZHOTEtirgj1D8xCiCkfEROPzc3S3sYydeDbb37h2T4ugzxnCXLocqkVQPU6K6zDFNa2zokhfPhNrEUAU8QBTRmIec8yB+MhWwss8mltRCfX12j+PwW+xdHrKffMWYSMVi53xPpnnURv74HN0uz3W9u4xOEUkV0vIa0BKjxJ7OlHMPlqLVPJxfE45Yd/Hz4l1vA/EDMpcGmHq0N4yqFh0LIqMhcu5x/mJ787OcW60PjYbc6hzOIqJxu6Qy+ftaqr/hSYAL4ZEf/PmDf7zf/7PT/Jav/RLv4T379/jz/7ZP4s/+Af/4PjfP/2n//RRr3eNr/Y53DoE4kuG43TQ+BS49bWVGWzTYCcjOjlFen4TyyMr0fPXcI4WturfZuwgo5GI4N//Nh6ngv3we+Pwsg9JgsSRDCOGUkZ/+AATRS8c/n+U0acBdHiAWgRsJoahtC1qnyCHHiIOA2CUkL/tY4PVUF+qK5TDFkayQciRpE5dd1j1XhQpTQBBCJBE8E6s4ZUnCqca1D7uXrg0DfocaPZdjR6Rnwi32Ck9yft9BHO1Dirqv1Vks2Pgs2xqXSg9x8Bx9t36DWQRPTKhftRwwwtvZRvKH3gQbWPRqXp1ml3VvWGqkNRP/54Hc6YYymuk4VvYQGFNkocoflECDwOEHUQ9lDLolIJENHw/3UFF9UY0QHk4Olc8G2JVg1t2gAYClVZPFQGGDOozslsMXRZDfvgWaXgf5KEyRFKxq0K0BnN0vJiFDkx0Ko66O/qcg0gGFlZf48k2DhWX2hikukUA6aZgA4Ys4/fBwuF/mvNkAaSCoT8Apkh1nZNIVFU4fN6TACqgwxAelabIRKHuM0PXzbqeXCBDggqHgkyiNTxnAvMAqYOaR4uYcv+P6/Hs3BtDjDHIAJdQ2JEQDn0uA1INaYj9iDkIDrfwQ7XhOOjfxNatUdrtPwZPSQJfo4K+pvBYX0e5FB5KlwNwnLucjf/MQeZnLeTmz68vTUNfCj+zlzpx3Nf6Kz8G/MoKz0KTn28tTt26E5wr1o5rszu0qCcTlQLamoARHq0vVG1RxPfw1HrWWPkS/Oj6MswHkb1Y25kTX6h9RGw0vvSsEDIHr/ygrdiUHKEuzDaLty6cxktxlrmBKwnt8e88u95Mw8YRDjwMPawcqzijZ4nB3EVMRJxgpegjpbBe0XUdXBKY+xDb9BnsHl7lnJAlQyS8rQepvuweC6I5iKrlShTCzUI0BKyGprsDs+t+LCaYQeELEpRTFMKIGClnHGgAe7FzQ1i+DZyR654GBx16OBuyGIgYNiQYKcwFQMl3KomfGcYGGwimGgpydyQVmBAe+ge4M0wU8fEMaX+AUpDxzBwqeAvxk1CCyowtBorNXu36M6wtBUelN4VtDedCqokip8PqsRR+72bRUTDIOFOlnlr32V/cjywmWAi5kvBF+Z3pMFnFKQCNooKagTgDVUnLDKI9oDq7dhyuUj43oCnFdUIRtygzUubo1irxZAwwLZ2NBqBYlCozmMIDP+zvovPZxKM4xDmKo4iAqC/E5FxQciq/Pwf3OBdDjSGF4SeU6tfgFhL9KeY3jeuW2oLYnO6l6EpZgx9xruaIYfYz3iQl6JA+We5oM//9BRxH3YTn8BixpwOjCOhcvsnGUAceOIbiGsX6yGrRnZFLh3C11/KwhVJiuNhFvuqYq1pfT125X06/xiUcFXKMAbNx9sOt2HpfWw8vfCF4MSQ6APy1v/bX8Mu//Msf/TpVObn+72d/9mdvfq1nV6d+YiLqY+xTqhr6Y/GsH/nUxzv1nqogzuMiYBKDPLfanZgmZW/1AgduSybmC0EkTwwbindeCUQS70HKQYqYhpJbGSIEzoTEhKwpLA6GASYURIV3oJTBB44AmRiUEogJSQgdEzgXVSQ7zKMtkERB3EP6AXyINsO0P0Qr4nAAkSLnVMilCMjVDOnQQ9OAIecIbvoYlJdFwQfCkBhUr5euO/89nEGmvLnBAxOpeaolaF11/eRdeFe+30vYHox0ESxs2SfMA7qRTDjjOfiUMD2Wf4mHt2Ucz/XB5lMQACNJe3Zw0S3B8obi3yyCdZuKV8Aq6Tx1fPMCg8++T5PxuNwcLhJJl1JRogsONVngaMGs/pLTkEyGDDkCRXGwFiKxWJ1ADbqfWhRRCSv3GLxlDrKwgmEKVbaqIxfrluHhAEqM/rCPQuMhwT3Og4khUYZSjusx9dHaCINQ2MJkCVWWsoAyxeeXQkT78tzsM5WumTJIrCqyAUAU/RCFRzONjhqva7eD6QAu6g0utjCaabyhLTMOH/YYhgcwC+TwIbJQ93HoGInG58h50XrtqmP8wabj9b1PU0JoHsp1TRTfrznY+oXax01jKKkZmGna49IwKf2A8Xjmg7+E6EiJcm1BsxKE/pHBr7tM+0fBPAm9WrV7ogPp6GHmMLucIB8KGeS5+gFPSsKj11wTrz4R8XNKRZjPTgqpSW2sE6si1Za62af5A17XkifER7X6fsLhzqMy02yc0/KhFBlJ5KM+xxxbr5NZiuJ92R4d3OKkwNws0D5ym3oO4Y6t5NdPMvD6haASiSPZdCo+OFIHl3tY12vkiTcaWczbcO5cSxkIPlqgKEHJkFjAHjFwtRhRKqSWOeqMDjjw/hAWb/u+DPSmHqKEnjOIUyiLASin2M7FwMMAEg5lcX8oxLjDiEMhbrEfGitEZLLNRMQKagY2gFUwrAtM806uEt8ZZXRlH2AL67e6WGYekMVij0fJz6QOzY4iVW+M4X0cp6rAOMgpZQGsg6sjC8FFoUKxZ1KOgogqNKUg8plgHMpzE0EeDlBR9KZwYUjZ25n2YM7IaQBrAotAch/nK/WTXZ0aVBmkCjcCbNa1YlMxhNXAUuISj2uPVp3dUIG6gCiHZVwhobnswZkNNPRwWRbG52HqfI/gotg1VchDD/R7yD5inrqmDrMhh0yCIdPY7ejmYRcqBlIDUwJzzO5SsyIOEBg0yPBBIidmBZghzJO3uQg4DXAogOLJ7yH6gkb8U60ypH8Y75lbvaMBHImffHXfjvHhCqeKnutCxS2oM4k+BmYWx7Ba554Fq3xQrPApdY36lJyX6UfHPHqCD3oMtrogJCeAB+TDPgYaj3MjgoA3aHRQECMNCanka0DEkFwsa1wtLLXKe1SV+jVFo1MxPel6Xb7huzvhJX9N58R6/11beT43bunuuH/G47gZIoJ/+A//If71v/7X+Omf/mn82I/92OL3f+/v/b3PdGSx6HTd9YMQTQ27uxdVowAQFbW3d2+veCAB9xuPUwbw1aPf/3OIVyuUDXdvjr+TeWFAigdgDVy8JDmuVoqA0wcgInz15quoNCptnlcRwf39xm0mMfXehqGo/wwwBavAuw6UHwD8P2DJMDiYCSw7kAtAhDvjMsfHwQbsJENlh6QxJAg7Q2bGu4cPMNkhucGhMOvCz90MNDyg292DdhksAPqMTt/C7n4ISgOUfgzeUVSvuyGCH1LQXQ/uduGPmN/gTUcw3YGpgxweYCbIGuoQ63bwuw7QGEDk6iAm7OrSc+Z6MPPw4zUFdl0Qn10HqME8o9t9DVdDd3d3UoHtLhiS45uv35x+o0+ALIp393cAYoPY7Z5vbWDj6+7x9fOUsPP7DaXuhK3gy03h2D1yTOz1GH1ti41Qloy0I3yFr9DZbefTT3xGNcPdta/hjK57t1lsUFXc3d199BBGZ4bPrpW4B+LvkgW7N93s5924R0UHSSjZ7+7vy0Amxpu78CsXAWwX6gbJe7z5+odwje6TZANMGCwOg6JzgJkg/Ab+riR3mcY7Tkvi2pUhlykL7t86KDHe/hjA5IBmQO8AOKgf8M03P4B6+O8mIbh/hbTfhw9mHsDk0HsDHXqAGZ0aYDvAgSEzDpLxje2wJ8K9OfBGcHf/NQY2fGUxyM/NkPoB2L0FueJODN2doWfDu/sE4Tu8QVxP0qcgTr/6CiJht2ASCZx0cf4FXKxYfLxGlBnd3Wx9Nxv3D4fDNAZ8imsQYlbqCR5zI6KjJ+Pue+/QIc5/7LEcbdCmwO4eMgzguw6OXRRiTQHsIAZIMtwpQXY7GA24dwZ2NciWGPR8YOgPv4eUB+TDB9x3DPg9zCXu+Xp9QRebdIeueMASdl+/i/2QGcDl9cWL8pAS4d3FR196seU9Nl9Drx3Cd+MbXnyEEEN302rByrjz60Lqql4/ek0WdHf3F9fSeZJxLrEJwmV17l5IbGpm2N1du9peD1bGm7vVfj/WD236uxlItVitEICvn+wYKqlaCXugK8Wz7qJXqbs/+156CdEFZUA5jaNlmurLUl49ERSOe3RhDcHxubditCyKr+7j5+6Adx7zyNdk5gnEMGgCdrflUG62eU24K4zD//mNAYBDOIGguBeDm0C55BoGQAX2zkrxWuBv3wTpyxm+04jvmWBCgN6DieH6AYq3yMT4tv8W3/PvQ1KGvD+AdQdjw+CMd+8UbzoHZQK6iMgTG77pFNQlKO2K53UXqmMz5CzwN0AyC6J9sZ4a7hwgVXTg0S5MPboKam1WTYF7R1LDDqVQbwZhA5nhbgdoymVAOUN3QMcZ99oBJXNwFOsEFUAEOe9BprjLPg5xNhng/mMxaDPFUFMuCulDvsNuAOjtIQiYnvHmzQ8gnEMg9e4eagxJDKcD3H48SDISSBczpUgdXTb84KsYfP/mHohCaewpLIp393Fvmhts57CdgXjA2/uv4GWuzHhxAiF8MiuiL4YOCb06vvfGgHdxczscWQT3d7WTStDNbV9IoYcDIPeAAUwZ73Z30VXcdeXceRF9RZEh+7vwp38TnXw5hY1Q3+2LpkLQ4V0U6ImBrzHOennYH8D+gK8Q36F1gFmHu05jKKs5wJHDwkOVbu5IqcQuztCe4Xf3Ya8zW241Efz+Lu6ncznYaom+mrcwYCuBqOvL+G/VbV7gGZFFxrVbVeHWPUpGe5EIXyU9KgrrHJDgSb7+RLSjcnTul933IpwY+Oo4UlUXwB8Xwaoq7rrdeATza3GeS5sIVKPLRNSRzaFk6CBl7hygykjwUd1tbmHXBwB3HVQU0gk6fwPsOjAzvnp7/lwPwnhbBTd6eQ8TM9ztbo/ZtgpZqgrcH7+WCePu7fJ8q9knYBgm3FJkelEk+m/91m/hT/2pPwUA+B//438sfncLgf0cuHXR8xOL6cX3Md2+SE+R2s8FzcDdmyMF2GNASnjT3QPoYGK4/7x8JgBMnpUAdOb9GEtSBzLDO9yBjNDNbhPTOmcZ0caGovaSBHR3ZZ7pVUs2iBJcJAbnqSGXgXi26wDjGBLqZfjekKD392BV7NQgkgHvkNmCuDHHIAmHLHj7lmF3ikwZHTowG+jdW3iXoehAvkOiDBbGu2++Rh4I0t2hIwdwFy11xMiDAF+HTzHui7pJHKIE3e3A/C5a3HSAJKB/K3BTCAkMAGtGt3sH9R12Hu1HO+zKgggIG3bjgmq4WyX2bI4dqiKD4P52XAfcDd0FokMLicNqYHV89aaold8+QRqoDHR3wCPIcBHB27fLe/kpVzdXBmYkus8UO0CodHbn7mvXzU1E2TaVFm4O/wTLs4qFSsgYeBtVenbBPQQ7uztqg30MTinUWQ1vbiCebtmEzavv90xlJRr8RS3mqZYETHD/9T1mvwIQ+1PXdbib7VFefDiB8N1U63DXEXJRJ3WYtVsLQ+0OiRXfvAmllgogbnjjgGkG/JvFcUvxsjSRGBy6q50qXAZFCUgNZju4GnJymHWh6FbG7r6oY9EB5pBhD6FQITETtCNUmaabwAVwEzwcBrAPeGffIA897u/fwUrxgzMhJ4oEC7vSaRNe6nd391GoFIdSRnr7NXYsgGv4oNIAk+9BJPzOhRkqhlzOM3MOIeJMJUfmeDO/9l3hBgwf3kN++P/A4NAhocNu7Ipxc4hKIV2DzLij3SpxcyTO2EkC3r6DicJtB70HNCvMBHd4A5TBbh0x/M1bUEp4d2/wcqlSyiASdIPCfvAN6MOAQ8/4sa8ZJju4a7GmEbhyOca7KDhXAtBiENnuawBW1bPXiwqeyk5kbrlWY6vP6ZPocLhGJ0YkOVNxRcxxvyt7lRiwO60ICiqnrKNigFz2bRVKqKRvVbktu4QMd/cb65USvLuHd45u93SLtpZi3UUI4bnTDjJakOi1WMEUggAxBzR8nTWlj1ZUb9nojB1yFIU3vXsLmMD9Huq2KIYun+ifoV1uG5HkVlKu/LGlpGPGI/LqTwJVw/1s31Zz3N143dfuBXTT65g6uh3K/hKvm6V0ptQi94ZgabMTeCO3c/Wr8kf3ySoxjlWQ+oT73e9h9713UeAuHa4uA0QFzjlifAfk3uFdENpBkPYQoVB0c4YKwfQ+Cu5M+JAY31PGPu/hTGC+wyCKrzuPdbBTpD4BPwYkZjCiM82Y0HsHIUX3tlxHpUODRCFehoF+873xs7Aq3rijV8XX3V2QtVQKz/UyFIJyxt3dVyBzfN0BPSvuZ53CQMQZpgYMGfa2w04dKkAeaLSZYw7lvIMWa6mkPUi/hohBLAZd+vABLhoK/K/fIRHhK3LA34Ek7DPfqYOHARBA/B5Mis7D2137HvLmHngD8CGNXd5VAbm2YDDzUNTevx2Jay4dd6KOOzCME1h4vHacGdkUTFI63GogQ7DdHbqyj4sJup2MXS8Gw90sxjFKIeYgR6ID+g8HfHX/FSwX3/PSJbxPih97M6CnjK/8e8DOQYnAecCODfbmDe7vuxAUkOItAGOFdQK+j+6vDjF8/W7X4y0YgrfIqth9s0NnYX1qmqHytpwnAkyQ5C12pSNQhbBDh5QMX9/pWO53c2BQ4HuFzzmTu7nqMmeaW4KK4b48RtXxGDqDmfHu3eOlBW5hidjd3b6WzQss9WfX0jxjDCaC3YV1NEtwFW4G5zK3hwhfv3u8CPMaVLGkik2f8QrhwK277jUxsLvHjKKvvgGVtd9U4Xd3xcYlCuZsUeSSfh8FMjOIKHa74JkyD/jq/g53s0RbXKYORjHs7jqQO6pOdL7+ZVF8vUEfJunx1iQ+fS32b34OxTWh9mJ/9dhTfAfIRodm7cqrIhDOA96++97m+5gI5sShmWC3W8aRn6sz7kWR6L/+67/+uQ/hs0NdcbcZPV13i9+qmL8WyiURfGQLrq9ugudCJQzN/XyRdX6nSthYvMHbcahK/S0b477rRoUD5YTd2/vSzlUIYDPsTIPE290FwXsF4XZIexgnZFFY3yML0Ikge4c7U/R5D2HFgwruBwW+MQxpD4jiq3cD3O8gSeC0B7q36HuJ9sy3gJAVIiw8+YZ9xts3jOHuLVwGqAHcZfT5HnxnOIDx/fsdrPsaqhlZBV8PCbu3O1hP0DuD/ZgVUkVgegdXQxKH9wlqd2AKOkBMQuWogh3vIN0OHac4r/W8O5Zl2Y2iUyzcb2JZnz/UBN1dqED1rjv5PbvGBkXiqPSfMsPudx+vploR09dCiwLn6OXwhET6yn7BbJmQsTvenVgjQo0crZfvgIUfsYlEknHlGuBi6LaInI+B2dIHnQzJE969/Qp+pV0DcHnImM+Cza7rnmzAztb6bA7s3NFVtQKiVXknhp0zcHcHMIUSuxaVyjmoH0NLULsg0WvAWwZzAh0yK4w5SNGv3gXhrYJ7IRgBvvs+hAhJMlgJRtFObKxgddzNzoO6woYPUP8hiBXdOyysP3LOeHtngL+LAZ278vVxhrx5B1isF+ZRFBS5h2oCS/iW7u6ABzpATHGfCVUk7SIYcsL33n0DYYFbB/cdvHhwCjMoD8D3vkH/+/8X/r0fh5PAv7qLcyIC2s29Gg2kGWYA7wfgq3tIGpAoAd5Fp0W5HqgMFg3ivSjrM49t/ZKqx2v1qDWkgfDm/h1UBaQdvlIFK+OeenzlXwEOWBboTASelSD9Hm+6XajTTZGz4O57XwXPpoadKFx7GN+jM4Zohw6T0jb2qyHWS4rhbUweij8H6nQ8VkPmIDUkE/j+HXYAlKMwU9+v7t6DMr5Sw939HSgJ3n61Cmbdp/VaHb0Qflj+KSa4390adjrQddv3bPn+PzViH5yIULPoxTE3iAnudne4X21oC2K8Xi+li4PNofsexob7r7bXJxEByv3NzCDz0wr/1dPHQoZP68etZOI5XF/MeH6C+IiotDoAPawOZMiA9EBXrkO6nHyd7CgERmU5ydTFNJ2P8AMWBfDNV/WXgAjw5n5xOsQdOhzwFoBkxpt3AJShj/V0+UhYmZVwLWr31Rxijl2H80X758Tq8G9R0tW9OjpNHcuvP7qV3kT7FUgsYswyR6LbdUiS8M2bZeE5LLPuS/w4jqE9Puyb2uZl5Pd7kpjN8MbgLhDaw+UeIgIuViw87ENEpAy7fwPZSfHvJtypo5MYoO3R6go2BpODNcfQO8k4pB0yReGdhh733X20WL3ZjZ+G0gH+ZgcVRvogyN+8BRfSX+QORgJKDLy5n/k0d6N9SwWTFBFWkOguhiEdwndbYh6LiCCnAfdvHboL4tisCJ68kFk51OgijHemUCaIKsQYIgp+0yEd9qBvdhBlANGpZcZI+x1Uwos4pQPuuA8bOhLIXmD3HgWyzJGTfR22JtQdYH4fMRAbfAgbGacBrl8D96H252y4Hwbs3oZwoHZKeulse0hSrN3exDl4+zb8yNUgHDZ0ygekXmD7BPw4AHcMfUJ3PxUdWBVvO8Bth864xIbvFvkwkeIdZnM4zCCZwXKHJBnKCZoTEn2Ffp/wzfffhr1fZhAk8tmdgYmAd6GgdbsHO3D3zZuyrjhcoovC7gS0ZwgEToQ7MtztMu53Ct3dwTijs3dQUhgTyEJMg+4OTBTdAy6gdADgEInanyE6LWusPB8afwmuejJ3EVHgvoMTQ/V4LXFmdG8+nuvY7Ppd5Q+3zMyIXFjwlu9Ll9FddDXscCRgOwl9XN5LKYPVwrbnwly0WvR+VJFfGUdEQteNotaak7oasOFKcNNbieD+1PfsDssEdNN6CAdMoniPu8hFsjq6spfsAIhT5GcaOQnwNYgykhvesuKQM/rZxyM13O06iDjePqarzx2iCevugdGmzKMTZp7XzS3pACyEZ2IG9y4smTQD/hZkhq/c4H5XBklPRV9Rm1l3TTOzthBWXQ6/v8O8Q2frOB5TLH8svsTOvBeHa5RYTzGt2auVx9FrP+Fgrifw1Lzaw/SxEAJ7EFHqgGp/8qFa/GlFNSbVq40kPFAGSpR7sRYQSGkc6jb/eYUxXzX8T1SgruiHAQ/pA2jYY7AE2g9gyRgOD4AD+/0AKoGMqYX1C9nYgugiMJJQSpBBvHroOkgIMiRIyqCeMCRCtx9iYKBr2AGIggeCiiLnUJ+oCPhhDxcDCYO5h2mxvnGFswYRTxLKcxa45rB/MJl58hp0SKBskJ5iOvtsE11fCaOqzgymXPxpHbS4h2YKkyuS8ixLZfVTKSMfc189tXLymsDwmgnZ8VqhDFKvHuO2OFehYsBFEv2WYHV6zvW+f26Yhoiqg1L1rA7biVOY+4if+xZCvSWRYHzE97UYFFeO75p1IR5f1slCYMOmoZbG02R59jrYcHnOp44NL96UoQiTTMhDD849DsPvxeta8ZI0gqMM62TGh0MCNIY0OYCcE2wIX1BKCeYZ4FA4kcYwT+VchvkY0sBwFuRMECI8HD6Eh2rxYe9zhpcALuUMkwRmBjOFNymFd7uThBcoCyAZLhmeqKh3Yw03Ibj0odgnHok0ZQPlHF7p5rC0jyJgvRY81jQigeaMYR/FPjVGZoWIhvr9wwClGAzmXKxfHEGy81S84dItkYtHLDyGpYb3KsGGHENEHYApBmLAOOwAaleSRVAN1tKdnACLlm+4QJyhQsiciydthojBhgcAQN8T1GKwmWkMOGROGB724TvqxcLbBMoMyDCSNsYaLc/Mi0t/LNqYlwHXGM/f0bU78zFd7/V13sgiCPfTXuIAIFVJaXa0fpIablmGT83OeAzGgatm4Pp5ywkZeLnnrC08xvPicc7H35YayFkhhDuyDON7ZTs9XKpCE4WbUJ1p8JF74DxefczcIDeLdeIJcS42HfZ7AFFAdo2YxDVm4UhOQcp8BMwcPPs8UkQWLArONPpB56giQovP7XyvjHWivF6dt6FSSPen9bI/h8mrf3XNXrjGYv7BLC42XhQ01vNpnhPXvtc5r+K6V699Yb34bNePJiaLMzX/TvnEvJhrc6BTx7f4LrgWyYFBCM5hoaGpH5V+TAOEEzwz7PAA4ejWcjGwKEwcWRk89EiZkPc9Og1FdqYMF4Ig9sWBCJqlDJ0MK5khxSBxdyCnDHMFJ4Ii4sWIIQz/b+7BCJX4oBaTxc1B46B4HvdmKfcqAFiOoeXCDOEQoszzXTEFi8HYiw947JeZCJz2MBJoinsyl8/VDwMe3n8AMcMN6HOPOmCvnt9BwoPYTSMHcUHO74vPOoXCW6IYbarwPISKVHW0clLlEgfwSO7X9VdVMfRD5GAaAxeFDUKly1nC6pN4nm/O1u6Y8gkv9nBwB5V5HsIKKQNe69q4H3pI4sivfL03O8xjvsdhOMQgVik2nCkI7JQImSNe+b33/weAwmQoe3rYBImFhRxEwDpAHcjDAcwZ3B+gFqID73uoxt5EHF1Y0idkAfKQcRgIuT/AM4EP+5g9ExX9cT/NKYbBKyd4mWljHIPmtcwKSLkQl7qMOY7uI0z35VYeMT60KN5PCWsem+OtYyKfzaup90HNg8d5VFdu41aEgQNvi7g2n/MEnFRFkgRShw/pqpz9sbX2KmKpL7H+Lsb5MKTXrcElt3LVq3O36boosdYoHFTY/gP4sEe181O3Yqdk6MyAIQZySkoYhgF90pFf4rJO1GtBSnGQ4i/Flm7iT4Agqb1wYVtQN5hTGaqMcRZQ/Y7qLLq5ZzqpwX12nlcKcHVfzJmpkax5zH3QmW1McDN1zS1r/WyGkpY9xcxhuYefmY83hzzhtXsJjUS/Ah/bXXnOF1fLjXlpwfqYwRTE1ycI6xa4xe+INj02b8VNwwm2nn+GxIsFrCwki2raEuJlGF5dkMwmctfj96QUg2nWRIDZeG5c/eh8qMrZwYUqQTYxDXAjqA7Y5xjeF8FUWLlUQkMBHFJCMoKTwVzRDxQeY9hhEEIvCcgSvljuoRygqGhqEnRksEzIGsoKNUZShadoB1TE4DkRwZ4UOZUEUxJUBfshQ02hXVlcEUFjEkVmi+MUmZIXMwgrOO2DIFENIovtbNvNjE6ISu2wVBebVQudcn65DizcPs9HQZIff19rXDt08qYJ62ZPGpSMOPFRFkT3lQuYm5fk5HxwKGXgz+Lcrv3Ubvys66/kbGuW+ai+KZFSBPBXritDqfSfPpbl66wT4Ud345gjsVz0xAVijeSkUDFwnyP4Uz3aS+r1LCtPVrMySExjeHDYGFSyOsMSQynBi/XKjgakFBZPTAwWQZIeIrFGuihoIMihh5pF8GORlCo82sOFwy6JFbnvY3CxGGgguMf7uxmIe7CEl2gaHqLAlxWiGTtlWM5RiNz3QcZaEKXKCu73cR5Y4S7ouCSlruUYQm2nnKFq4BIU1qTIeIBIDDw2GFQo7FVyDxliiBg4lGlyYBhnwBGPl7C2osNDIccSDu8PC9WgiSIdSpJVyXWlsVBrwwNgYQEifY72elFAErIYDonGe0FRrjtReMqF3HLkw/sY7CZaPGvjvFZVnuUEVkKfBUIc3rA52qrNyvemoa6v581MQ/nCUbxAua7GmSCVUBKOORWnrvGanJbX5xzWYMsE8fh+37I5YGWISRlA61FEmD0+iPerUrJ4X7EbHn0aeba2mWoU3OaFYXfQSKj64o/pieXHGoo9Nh/XlbXS5wg++amHVZFhvfQtOr5QYo6Bjn5ewfn6Lh7g4xPsi5/xETjXLTTtXUEYQkOpyzlDM1+95595g0iKZ/cGSRAWYgzhYfFwVYWLRWecxIBDHnJ0DjKHbYH5ZCuxGgT4KWBlPXH14il9+Rz57DqKfXNBLz9ZR9dlXLdH64X1YL7Xh6Wgw52hsz28FgCd87S3FxU0lXlJwPXEeQUbnzy+ca1Iw/RvDyITbnAmHPYDlIIWngbrCnJPUJ1iBh04vKMBsEcMb2XvzEwwcYhTzEjREN4kir1LxZE1FNmkGaIZmTKSxODHZKVg5oZv+z1IuVxTYVnleQCRwFSQKYjdWoAVLV7X+YCxu8ninkoP+8WllSQK9uwMVoNSKSaooT98AOUBmQmiBjkk9PkASnXoeHQPHPo9hve/HzGwx0yXPSfkLMhDLh1zMdySRZC1EFBFfEUU7wtlgA0DJ3g2sCdQGiBczqsoJBM61TLEPAr5IzFMCTpfL0qMu4aLj57PQOT5Lgm55GBp/3vT81QLQeZwGQAisBmG2r1ZOr2GnGMwbJ4K13CDSBGGccQuliQ6ESQGiOYhF367EH6kcf3LAD7sQ6nOKe4BFRA9hOCiH2Kwq8ZeKhw5olKGEIO//RZ5YFCf0LMVYjxeH4i4pN5XXu55YYU6Q2gIgcKq+M6UISYQpnH44gjzk7lBFRLUIYeZC0nKs0KoHg/vvua+d/e4Bsb92ZeCyFP7+5UoM+ehZgsyeHqd46J9nLeNYz3zPlsD2YMEtZizUH/wxKhrbAzmrDFo7UCb3k/yJJ45hXl8p6robhxsxfPPZzNrvupWUMRZal46kwAwl05qK/mBgIWDk8mx37CU2QnEIZBBvR4NSWY5mcZzgCC0HVPH8vr7UZfV0M7Cnamhn3EvlTQPMdix3dQc0eDqx4VsB3jWLZ4oQW2KAyeebskBYXb811w6TxVX+pWCm0ain0EN9OlE8FgJvWuw6YWHaK+64kBGdehjMG6zVwTBCxJ9g8gy92PC7Ba4X20HcfoljpWX4+/Kzb24ATZuKtEIfHxmr8EUQ2DGW7k8j8Vmld8yqGUYyu+W50KYo1X3DJStbJIxiR3MMIphNVAGkaEzQPoB1vdgGwAqPsOJIDljGEIlrOYwciQOklrEIJnCtxwxVR4l0e5JIvhxhJcrS5AUXBqGzaGSQdIDhdxJVLzZCYDzREa5IyeCkiANQaryMEAt/IdFDcIErTYuVcXsjm5DOniyfbUs2vPvIwi5UIi6e6m2bhea6JDGhMfdkWm4SKRcTZKu7EPOKfIuret64Zq5Fa4KLefnqsK/eST7JjhiZAoGZrgG4eCmi/MU6qc5mXjFGrHlk0az4H2Fmqx2HQALv9n1/XcNtkinc/DVpq56O6FRVe2yKrqda9sez6cQLDOyhJJcWMdAzb1bXDv171NiUf8EUs6Q4lMulqMYIhmd5miVzZHMmoathBdC1nIPezhEQOYRkIsyPjyUgpblKBxCoVyCLMlwi04SEsLh4UN0BSUC5xiS5mlA5oxMAhMDC0OGAaoGowRzicFj6QEkQQhzGkByAFtJ4jTIbDigwxAqaDWgDPGy/aHkoGWN46Lo5xR+mohAM4YYp9jfLNT/YkEuuESXzpD6KG5qtAkPhwThHKR/UTqZY1TuqwRBRpngnJE0lOZWiIlRZUFUyDQFST92WbhHIdjdoEoj+W3URzLJQ3yePEAoh3JpJK4Mh/cfig0PQ1Th7NjvH+AqYMlwOMQVQyloaDpEkUU1hhYRQXjyy9TSeummSCfk3wsVCXNR/9NN99t4/ZdrN7qRCANNCtnosIjrj+02RfMpdeg1mCchi2J6DfILkSp1HTsXiI9h2UoddiXBXC3ltpQ5MSizHlOJAIsN0eJx5Xj1zDDpFwkVrAdgT0M8TzyFFL+/j65EF4YcHiDDsPA/rjj3OutYft7dMM7ZKfeBm8ZaMw7v4hJD1rXTABNwz/FdagggjBVK8izFhmtaN2rs7xQK4LwRn4x79ewYxw6U2XU2z7f5qT/LGSgHeXvL+iCzz1m9aeeYK/DWoDxTK/IBHTrI/Nqq3WNXrD+R4+jJPCdeT+FpiKJpIYfciuY7xV5plCDq0RXmYRPFZaaGkpSBdgYjRt/nMt9hVuzQoPHT8PuA5uB4zJHTUBTBkXeoMKifrgeSEn/WQb4OaM5QMwyHAblPGCiGdEtmoItZBswCKh7vWgqTfT4sPnb4h2vs0xrqc8pB/js7hjyAYTg8HOA5crd06Mcu2iyKb9OAwUOpbkWE4EKQHMpzIUZWQSIDqeCgFF29+z2cMvaaQ/2uhKwMdYNqCosaLUUxzrCBAHHkTFHcQMQFMhxAuQeLx6wGJqADXAVqPHVaoux/QugwI3jNsCdCTnmM9Q5EQdArw4ShfT91koog7eua46HsVx67Z9gILLkIuJbXoakgpwwuhLkrwT2IPD0k7PuMTIewqxONjjpJ4NJN7JJLob9cdyzRZZwFKRGYGCjKe2GBc4JSdGODMyQPUImORpcQOrAy5BA/d+aIWy0I9swGFgKzYsgyiRmO7rFohND1PTb//GyLPdw97q91d+9YKNsqeNj2Gr5p61l+pmfyNtZlt8Spzupa9BuPu75f2SerVdU53L5ebzzePIR9NVd7QmsvX+3FPrPvKT9Y5Ed+4lxVZNaFlZ6Y33y85kCu3ZM8uSCYMKTsReICKUp0INZUKgVRNsfwMIA1OlqDNOdxOKd7CJPmb5gloecpL506R9f58WyvrjliWZ8Xj7LlHj7+3Bkk6WznI1sIM4nzTNFuMMtjF+ycq7HaYX1CfBrXsUFNohvlAujCd/zUaCT6GWQzZPePUk/UBU422gsrmbzVJmLmSwW0yVghm1c+x9c6QU6LzYawrIPJGzyEK4G1VjzeCmfetJy5FlY+w0cPEbAghKQkANksrEzUwKqLxVlVowXfbFQaSbElURNwXWwc0fo2a+U+d5zusRnvOQIS5yAmdeiRDEhUlOBm8EygPMSka2MQJXTFdoLVImg9pBg61yfwkKN1kEMRQpbAQrgXgarAnHBgC2JOAYEgS/gEGytCfRmKdZcuNkH2aEtWAEbIlEC0h3O0gXLfoy/BVsrFE6xYv0ifjj47MC32cwJ2fR3Pk6BI2GrFfnkfrFXsZmHrI2Ljxjjey6awKxbk58BWsn/tCnOuZX2+BgQpHtfTuarxiLkCQ31sN682JMAswZwFeGMQZsv7Y9O/+Ci43FgTV/+ef/fqGh6WVe1SbSE82gWvVUfOz/16La2vXa1t1nisCn3aB1ZB34nvxspnGw+htKl6UdEza9kPlgTH4rPpVOgwEZjH/a0SP6fMYMrwoUdXlQb5/Ug+RGEkiDcSx5AVAwtMPdpvuQSCylAldKYgylAJZauaYOAgGve1PTnTaH1h7kEss0O5WPIUZZEJg9xAg4A/CHpJ4CGSwswCZYUqg1yRaYAywweBUIbl8vpJ4FxazxHrACiFQjoNMFcIU9i/CEP4ACqkGotg6FOQA3lAGvoo6LHFYC5jmAuYIhnUPqysYAoqgXNWhQpBWMB5QN/3UGF0uQflaPH2os5QieA/lM1ahpsamAeoRPBpzGApXT1SFH3eIRQeChNAHvYRVKdQzcfg2EgC1Cy++3xAHtJInKoqLHEkq/t9tEcXi4I6eNbNR59cV18knqc6y5gerzwar9tC2hgLPNUWd4eVAgoAZOrP2sHUa23ck3HaPsYdF+KT2R5jCktTDGWls00racQTCWdl7sr8fSfbjGXRcH22ZBb7zY9DNax/YnjvUu3PNgkNFlYlpkd2WyrbirPx/UUW695WLHsLpjXvfHJ61hfa9aggYGZnrwPJdViwgCjDNRdrqXS01i9UgSvo6vNXIsrKeisiiy+RKrEpDkmETjmGFM8J26qWtLh4TGI/NWakh9NxytQRqePrjMe1uiamJ11RoBk7WzDOcdHZe1ghH909BrSuEtd5YefSkNxbMRYqztynldh3P3EO1o+f5WD1uzh1nQdJHF08EYXO1sI65LMe4xER0QWxcKH4r/s9bMhnhU+ay+BtNYjE9WWK0caAWaE8lD0Go32SqePh0IOZY8C2WyF8QynMOcO4WPm5QZygSrHniMAlQ1gw2B3uReGawy9dB9QDcLUidMizuS1RPFcJa5Q8lOMpdnNU7l3zsB8wDjsgTpEf1RdSFSgTkjK0H3BIBM6MnnuIyKiUNHcc6FByIJSBvgpSjrkgfQ92A9TRM0N6AuWMYTiAmJHdQT2BJAchZNFVRUzgISGTIFn4ycd7SChGNSwrRMKzXSXiD0dRhprDLOHwcIBIzCxx1VKgMMAFKU+FDPOYWyIkIA5rOGKGpQyWiHFEQwQTQiUZLW2kFOsyJfAsB4vhp3NyeCoQDbQHEHF/DC4F4IZEPZLGkFFOAh4ETIRh+ADhHpwH/N9vDzCJNVFIQfQQ8YM6pKjOjYfYt3iIPVSodHRP9xZTxqEUhkQJlj1elwUQBbuA+wSjFMKv4QHmAlfBgUOsIsTohaOTYWZR5eV9rHTNsHsUpCqZl+f35pyDcXjfjz91c3h+XA7pqmfXLy4xzxZqTFZzFB+Vv8cxQq1gjrZNXjuJq33HR3aUbX2GmciSasFwo2P/KVCFgItjWu/lZzoQ58I30e3H+YkizBa8KM8p9zAsyeKDxhwbmKLPQQzXe1w5LKM47ZGlg4hi6BnGhsEMkgiUE8jq0FEBp2oniMiBC4kePEBwQuM5qHGohfVmZkbiWeywUWhex/VVLDBycGvifR5/atjLRFxqJR6Y7mfRc+e0i/kR5fVY4zWU8uZxfm40Ev0MVBVks9vqMR7IZ9aoOhV8K8hjs5FwuUqJ4r4ZcG0Uma54qVklrhxj6vfjz6woUR+Lj1tKLyz6PlOpX/FGWiqNSaNqO4jioAmsk59jKJiDkI6YKwK0OA8O5oTqcVVtJSZF6GlFrbNDsmBgR+5zqCBSEBokin0OJbfVlsKU8JAZdOhhlEsFUYNAEgaxQkxBSTEcIogVY5AO4J5hMBBHEAkJwqe3GESkFD6BKkFSwQzqHdLvJ8AErh0eDoSB+2hVNwMPKTyqmNEZg/rwvGJOQfqoIJlBSWNC9bxAzBT2QBuJct2YR+J7Tjw4l4QuCAnz06riiS93pDwRRvHDUN0COEpoblV+zY/vWn/YR/vmXfp9/UwWgbfjuAh4ilNPOZcW8tLiWq/h8nuudi8nFjVJx2TEHAtFyJWff/16Wkg8ybxQzCfKV5/TmtRsv+H2j21UDGy0K5bq/qm2zamVettWavP9JM63jCT/bE2uljvuo1prcTyzfaMGT65SCNAge3LOocIc+kLYhiWL9A8gJgjnUBuUgmLXAYkdiUr7rClEyzwEoSAeiUAp1gAXhhkwFP9vShJBmAvEQt1lnYIdYKZYf0hgSlCNhE0pOmqShM2Mu4A1WuZVGSIEVUbWBKYeYoyeSos2wlfcipJcWNBpRs9DFLEoEk+ljJT3yCkG+nB/gAyx/okKUnZosiC4P+zhiER2/DbUI0FPobIzB5I4oAlQgiSCF5JAKGHnGt9F6ksrY9hzsZS5D5KBTEicQl0uBhGK71QkihuFF/dicwMJYh8aKvlEGSpRAHHR8X2kFDuMJfYVGgAzEOX4/srwuUF62EAwsbFzwshAQwSzZEvrpDy7BnO1CLgwPGoO3ijmjwF0IUbrXiBUzqXZlDypXuwuEnfkhcLo+PjUHKr5iJzdPOa6NwnDiiVAprw4L1qshqC+6dHoHgqtsGLA1D3iy08zKp9jKElJ9oIoyhwWbuuFyxD+1GP8IeGBbLJ9pi6pY+drq7mNHWlH7fBnnjf7Yf3L2eeeneUx24OqZ6kwnyXRKQeBbocBygcY1VhgS/10/f6sEkmtzboaF7YG5fskdaRhH10l9bFFBjZ2jDnCTqPupW7IiSGnij51j14R3UC5xh9ZwAqxS55awyuhZ9OeQh8RyB8Xha5H7bI4t9+Hiu76A1zaTfmiAL3sEnSwElQcQxFh1KKKmYeSeyQ/twrmy2t//Z2NsOU8Gt8Yfmui8EJYcXltSfG4PWVYGkbrrf7hfRQURGApQ3IGq6MrCmnWsDnqhTAwQZiQqUfWAZkSTAkiFFYbheAWdXQOGCn6PsEpyO2BEhxBpPKQoAZ84IzCE4/7Vh6KlZo6cp7mBFAmJAmVehKFkCCVe9XYgNJBTBIWazRE7ECmGBKX4nh068V3GXs5sYIOh/hsJUap13XaP0CyIg0ETQeQhKpbSUHG2FnMAQkiPYVVZiGaJSdwEpjXDjIFirWdl8GfmhNcBF2xvzRhSIoZMJoyOg9BFLHF0GiS0bKkDsestqyHXIaiawwCHzIjS0a18zENz3VVHfdWNYF5HJOp4X3OYR966Iv1Wo730FjL+rwH5SCMtZK2Gp0Lrh1UY7CmFzU+iSIdDmXPA1IeIK5wZYQDqIN5QB72Zf6LRiExFes+RMeapMizjQ3UC7JqDLwvXXiUCNz3cX9KdECbWBkwHjmwlu9fPbZyMwGXe5QzBa+jgl55msU0FjABq4KPVWFQiz0Ql85nk5kF7K2YdbGdxDnb03LcUgoBlC/YbYkFUQtgmK05Y2HULa6hGxCigY21ays/9GWXD7AsXF5rnbGGlph4sVYWG1ernVxlXTbzIwHBHCfFsjdwXfO1fMtGOW4FA3ECqSCV71HVkIcMEUYmjfhWBIMSmA1JHLpPZeiolNxOI0e3mDlh5TPEMfjYUeLAKJhhc7grhsMDXBhutIzHZrGviM5io64UBnP9FGNHxPjZRz4zYuk6X0K1j4JY5dPK8/P8+1/ETTUOLhY9s5/hypjm3L11iSfgG2f8NBL9AhbtlBcUODf7VF055nieqJwLPi+9v8p26+qaRNwK6mymnjUzuNDl9zO9qBB7LE4Oh1SCrhTGW0RVDXCzlUBYg4hjY6gr1A09hw8eLAKYgSJ4YZ0KCVq8XxeJWN2MT1SaJ3WKRyLnHoukO7JHBVGYoRQtPDo8YKAeh56KD6GASULlKNXjPPzi1AxqXZAY5mCjGC5X2jfBjE4EyIodGA+2D1sUNWgOYjulB2g2eOqxzynIZkXxpIvBgS4Si3BidJ7hbsgyQFjhCmTOUErhvV6UoHP1YlTx+SiBnSevsVGEx+F84XRVMA+gStaXNsE53HwMQtWLytMslAxHWFVc1S/fy7PN5tS1OA8MTiZLK2wGQmZXbRxAkCFj1Rl+pJoDsNmKpYWYyZwjyEV0wuyHqR2NXUqeH787sjJggeZ1e91cGfcxiXMEDUEch+3HeOxSSKobFJI8C+gW5Pc4BWX5WjImysckeiTOZ9ZfLwHnxuenMlRwruRjtXENoUKi5/3MnsHDozuqIWWA6Kg0UChTDL90C5W1eSivcg83QQcLpdVDHyQgOZwymPZBpOcEoLZKx8BNUSBrDGp2UXifwmKMQxkN9yCmhUE2IDpZipK+2FX4YQCVY9sPB5hF621ODPIy7FPDX1o81I2cMjJzDIo2heYglj31sDygs/DzVmKQZBwepgFnk5JCAYTaTk2B4QB47E9DtkgMLTyKTQkGgwwJ7l0MN2XBwBwJaf38Huo+iMLM4aKwwwFJijKIE2T/AEsEcKimjUM15hA4KzLHPWpmoD5D+hxqa5FCahCE4ntUCZWZpYdyQQkS5yBTzeEpxfEbkJLG/cyEPjHE432Zgkgf6AAtFjhd10FUio0NwCmDB4o9L5VrTlAUiGGBVosuFTYf5uQOJy6Ev49EcTrTwXZpCJB5qD4FhuH9PggmxFpZu2xO2eVtoa7L6yGjoS512BnLhvkxuSNsW2a3PVspSLkj1TjEj9cHdQeXQk83vSjmVnXzPUM8EhzVqaU1a3lNL0OLV+sPU55I1jyU1y3vd2PCvMbCyuvM3nSqtfajLUrmloIiQFFdn9pjbexiKJ6wShArc18OMZDX87SnrBPEzddcXbdVha7uozp5yEMUsjRm1ahIxPMGgCTsq9gmbYhEp4+KRAciIr4YrrDbOToeU9xivbjYB93BtaNnEcfMbFpKsjnvTl1+rX6VlUrtGvzU2OqWW6pzffxOU1GYOzDOGKm2I+NzaYhzWNakgetw6UIa0PE9t/ZrHn++KFr5eK7ncGZAwrZxYFmo9NQ1iG7KyKxwSiDuoRwWkuMMBI+1LNEhSDQNKzbkGNjIHCIZ47D5MOfSrl8tv4rnL2X0Hmptd0efuHStCShHTHrQICjUg013dwwqMCJkktLBUSwmS5FOVaBuSGUYJlvp1FKBw6BQqIUVnLGATUNQUchgYUafD8WaB8ipj71XFJDiY86MrAzXLoZQKhXbEkVSDrua0nXscPRpgDGhpz6m+4miYw6yTRVwgRb1pIuUDgHBMDAcXeRrkiGH6DbJKUFyRpYgpAGANePbxKidoF5SABMHcxEOafnsRpB0QErF89wFSQikpcOv2Mg5MZgjzjJWSCIIDWBK4/cm5kjSAzb3po98WCiI2s4UrHFN1hy4px5uXGIpwJVBfbkfvBajFOlDdAZ48Xu2nGGJkBMhDyneU8Jj3ygjaxWjhfiAKXJeIRkV2XALxa/FEFGmAYccojAThbiMuXgVpZjO5g2s19YaS5TCtlcPivozFAJd6Mjpo4uHXLQNia7LVSfVFu8y2lv6UT4Zh1MJxwvFbHOk92XIbDfth/M5LFJsKhdDw0+87nr+xzUg2xarzT/XrYPfvVhuuUUs5uaw1ANlRoKVrpfx8fUc32ID6oW4vcHWZe2LDtcg9VWi8MIMFDJ85CRKvExu2KtDesF+YPSZkDlmaySjUGZLXO9cRBHJCL0SUin0uHt0qXgZbizzPVpDuKM6s0MNrmV+L4gMcJOZjQyfjOfmhebRbsio/FecFnweM06FILfoPCn/mK4Lr44Q5d/l//Xh/1y0v10XbJYHWwpHJ7r6b+02byT6GdQg6uppxjMVAiSfXWTmZPiY6LgvVF2zF958jXUQeM2XHy2j68ddUdmhPLVnX4ni2FmeX9t6noZUdztNUvvqfG2RhmJBnIjGBqtAeNSNapEuJoh7EK86t5GQuigsE1cRLovDcWvt0TF6+NGqFFsEV2QSEMc1l0hBwkjFS46FIZrhA4OIIeIApUhwtCv2HUG+KRNcQqnNHBVANoV7h50odsJgRJDoXaj4BABrB5HiQZczWBXCEUQkE+x5PswOxXICJfmP6fJs0cYoTFDK4BTKU+YY5hJDAD2Cz40khmeEcbQN2RTUzL8/OYyPi4V2tkCbwyR8FEVjgzVzDLluVtH+rsxFfT8nVA3y0F/21bqxpd03kiUjOkratn3yBLjBx9c8SFNWH0mmS0HWNDQnyDnmDFFdVIuz2KjgzjzZKZh6JOvcY72WfLTtUgEpgSkKd5zSOLne4TEMUSmURVeCKe4Rd4fQfB3xopRZHre5wiyfTvYvxFcXSaPZ166laGQio9+/ckTvKeXiH14q91y/g/rnVEwYgxEakKmoFfIAGwZo34OYAdmHookGSOojOS73MBsVde40SMbNsD+kYtdioRQq3TxhFyIlgY3PIqV4YOqAcCiEWMLD1BXisW9pSaw6dIDvcFeuIx1yrGmu6JTR978Ph2NnYUVjViy1xIqiKuYeWFmD3BVSuqiiiBjDrIAY+FeJ9q4sMyIMSQfooXiTS1gURVeGQ9MhlpqicJt/q2FFU+4Ad+TDBygrOjEMQ8bOPIpcGoGhZYFQAlRAtT2EBK4ZYA1lFe0Bi+u74/DGD6YjCHErATqbArmoyor3qkkGK5BH5V4GS/i3M3RMJFikJO8GG2LdjCHicc2FnYoWFSCQDv34mM0YpypOWEFDAmkQL6F2mpK2S1BTZEnxPakc+XZ7SWi5tPTGdXZNobKQ/Se7UWxsWT0Fl5gH4uXaHdlDdYAdMjvWOuBKZhZRNTklmVm/WagQtxRR4Z/pVaw8dr+I5BguWrm6+f7hMx9STGt8HH/pzFok5rz83Bt7ThVFmNkYw370UM5HoSy4q1h2k5A0A1F0c3jK0JwgVIYMiozxopbhnS6GfG547tjWXAmZ6bEqQSoySVhBchEBSC77V+w99Tyb8iKZ02phQEHkqRogDKY0dobdgirYWMbAJ677QhiNlnCnCiDzDlnVpb/pqs3tqvu8rFnniPTH2qgBp+2HtrrRjj3Qayxa/lRfzH0Ayv1YCyN1GdfyHWsovUXLfJAT68r6PM3zQPVFeDA9RzJYBWIxCNw0bIPcAajBNMG0AyUO0lmLOpoJmoeiqg7roCFncI58gYVKi38ommGxZ7nuwEnBFGpqp8hbokPGQKNdiiIPFB1aFvOawk4ljs00CNlM4WeuKSHt95AcNimkEsQ1EHZp9TvhabaGcgaZQAzoKZSoZhEPDZnRcxkoqQbi6FxSNfSSQTk60wZmqBAG5RiYrVps5SQ8xU3BbOCcIUZBROeMVIhtUSkcOoF5qElpCAvEgGJpQBwzR0gT2BVavtBDLT6LQQopTukQRQApA2Orp3y5Bs1nc3U81KakCTAGixXRl47EFxBzdNwjfq/CJc8MG4YifqIY7uqKQyJQ6YyqBTDSmIsT6vYizpIEGQQP/YcYKK8CrYN3DYA5cj+ASo5jOQexSWnc43YS81WMGZpiHk3MYFAwxfBT5BCBxMDO0u1DFlZpHAXrXf8BXooGQMSZw8DocsbAVDzUS+eyGY7uphm5R2maKeTFs59J0ZVzYuIwoiNyudqVjoK6y8veEdGnPFlPHT193ODrtWBjvnORQHefOpTjByW/mBVEdfvvl17fN4r3x4c+Ef616O8nYgeHX1XArljMsCiuEdWCMr6Lybrm6Niv2JtqN9ilfH9NyLqHjRs7xi5AwOGl84fyvlx3Pq5T+3RAlhJPlvU3RFAxQ0CF8Z4KSW7FltMMAzNIBWRR8BobF91g2iNzQniKz7gq4mKTEv8+mguAKJjus47P87L2bM1xrMV1NRvJ8q3XHB8/79iypRf62AHvYdmpFvULK3uc07Lj/WiAKU7zDs8RqzYS/Qy4JG8LnGqrLJv0IsC6YiGtzwWALDou4uv3nBPmtU1kHgROrYfHF8mRisFWC+oVqiS1Yx/ncwvvHD5Xreq1+vvL2CIclXlsE9omzz2CDmDcTFDa8va5kNDFu1Q8zrv61L6vqjHgBA7zqeVzDNRXm90pEEtp9Y+W/76PpGmQsDM4ZEbyaDtDHiBG0b4JxBBSAzonWFcCdQn/RGNgKGqNnUSrt6MLrz50RUVpMBjYDUZW+GeDmWOnAhGGaYKygI1BFrYJXVGjqEVBgflQTmMkU9GuyhBPyIX0cKYInlUhpDgMEtcyc/yH5WbmDljOiwU2jdfn8Xml6ndeixolyKsLeWyq8Z2MBA4loHhy2Yp4MdOLKoKnxDUFOme+jrRfXXeVuLlKBT9e4F7sE6TYP6zOeW2LFF2+30xxdVWL440Tz+eJsIsi0wGm4Q2deAg17JUb5Gi9dOLxJlvdLCcUjn5cHDl6L/eiLrz++KAOYQHlsFgyDXsGZcGBNVqao2I3fuyj9Zlqi65GwOYWhGpRTClL+Kpa2DuJhFWLUAoFQlVAleIgzEIxJBbFO3dQkugMMEZXKT6RSHbHoDb8WeO8K8Q7uEokWQpAQ/UGSuO9a97BHOjMyvCzaHH8wPvwvvSqTAqfcc/hIwgAnA7YKRW1vmLYfzu+d6ccQSgL8j5sW6rdQgTdCnJBPxCsCkS1A9zQqYEShaWIGFRyiA5LkcA57HJEDZ15qP4d6KyD5T3gobCX2oqriJZH98mPs/gmww2qDvFQOps7PH2L8oWEalqBLDH8dZ81BDPjNR2KNBUvLc0O07DoUZbwCbXYH3ZkSPtD8YaO81FnBdROCFVDVip+6Dpe0/W6q8PXnQhyOEDNQEbIaRiXiYc8dbVck/iR0UgCusecBhWvLDioDlISKbHadYKHU3MIKiJp2H7MSDQXEl6zoNpbTUrejef6sguKSru9Sj2Xceyjxd+6VVbDWrCumyIEM4UYLd/NanvwRMxrsUaIcx53abSTr2xjLI2Dr+oxryHF6zrNC88XyN1RaXZunXxkO/d8XwwSbVaUrsRnuV6iQBjJnShDc4/0f/9/oQgUmVr7VzilaqqzTWLoXVqs70phZ8Va9lEvSi+E2tNLt5GqwYcU3TTqxbbDAZOiJJ6IKU79kkghOtrz1sIO9fBWvsqX3BHF6Tr/KNNY+HEtSsjZWiV+op1/PJbl7+jivbkRr5cOmPV6cVZpNiIqo7d0qQDLtUk1zp9aVQT7UUzExTeCC7lZ7915nlOPgWRSgC/ek/nkvBsW3V6N3GdzFhwuVMhzReYETQojhsswWj4ZZFy/YgBktegICxEt5LDlKF57sT0xd2DYl65WLfMESiyRBkAMRgrWIGXTQCHMltpZFkV8Vkf26MqCBymciQHlsG3LgqTRfe1m6JmRq7KR4jmeH8q6phgoLMpQ/l3TLyaNLqGco7tSHQqDOkOJQs1ujpQTeuIoSCsFqWsWnSraRREgSexlwhEXuYXC3kIkIBL3eVjiCYwNYhTqfCJQLdd6pIeaYoCqKI17jZSuKhMN65x5TlKVpeoxfNQclHLpeprsDWKOWqxhaUhIlUxXBdEQ50NDDWsSggOREFFxUuzzPtZHtal7VxWHHAUCR1z/nRpAA5IxXBmcMoacSzwQ8VrSsBbVIYWKPffhaewRF4UlmKKjASzRqWaHIc4hE5woiMOyhisbOCeYOjoJuykWHQfXGglSAmBShHCAFwsilVDN1/WdHNuipBmpaFzWjrJH1pzUBoIl3rQQjYKT4dw+dw7zLp9FIb38dR63dF1XhFnRrSkn9q5adFnYkylixtpsnsu+WG1G8e9YkX6ErhQU9XT3V0XSAV1RcVcF9SgcLaKbxeM3bFDOYbFel2NmSgDLpvDTuM4TumwLxmrRhHDjHlJ0NqWoxbDcw7zs7eMXCsAY5B2UEg4io92K5pgtla3H0MUcLBVGzlystCJ+SGVuBIkhSaz34oDmoso3g9dhprYsULhP3bpVuIWuG4vZI8FeuBOSYBxZoyi6iB0rtwKHaYI7F0sXHhX8XtXu5byah7DBbDl/xjb233gPL4LIsDKeyPPT18tRUVzkIk8Qx3P9991I9CuwUDeduOFC1bj9fJFtWxOz5fT37ky7yNx/cGyTni2Mk5rpDFkz2zjGhEHXFbQVEVdbNiWq2VH99KPHnltwj7wBZ4/davc8q/i8Em5T4rDcPxxZOSqEKBVdRKBykKgED8JgHsaWbXOPjadsqGIKTaHWHsle2NjGWV/3FExLwMQWCggBuOtCrZcTUh5gxiAocu5hgyBLIZ5dIFAIAB8ydiirmUYF0GFBplAJ0MSQIUU1aYATdiwQRDAT6hBDVwbWqZcBWJ1hJxLHBAdb/C6KCxGAuwogDLjCNaxVvCSpqhzKKwVc4zGhpBi/oVCfetmMyy9YYxp6HofgBAG3/G5LMucoizBFMGlYtub58nb1ccOYER8SNjb1e7w0rGrz+1wFMOfUkLU9uOu65ZowI0KvUVNuHds8CVsWJq7cEKzaL0j4OPrKa9hDWddv+HMCCDLUgTxMwZkXxffxe51Wes6r+qTLz5QsbAnIS3FALFS05b2vwaVBq6E+wHhNnguytLTG2WrNHcmHcg2e8kuvyDSpUGohNhQ94T3qM8/3JEHciMZwNzErMxqm864i4JygQw+hFINaLEhyNUUnGc7ATkuKVwjVeq/uXEfFU2e7aF3NFL6nWu0jQnRVu10pz3w5S6GMONr5RgVrUaOYMUQyLAdZ7SLoim1HBKDhvdlpBxhgGoM4I5gUiCQc+ADzhJ3laDEf/TAZcnhf2mWLXQkLOnV0FoUIZi+F7xhSapmws7J/agwLrcUGg8IPZaipxPfdkUMzBTlRvmcppJo5wu4MjrEdccjwkqS5h6qqV0RHQSWuUdZtFSCHMtzdYYdQ3IfaDTB2DIchnlNa3zuNYaCSfSRMu12JFTQIrSlGcVC1R7EgubMINFH5LKEQjGtwdg+UtTleoSTtROE979Pj0jCM/rD7FCox4LQidOv+cnhRjsUsjyG/j0FJ7qOXrVMavbw/2h5kfE8/SpCXrx1EAQDApHj/F4JsbjFVCIr6umElNCc3y3deFG4iHI8vhOGaVNayN8MNB2KE+D2UkBXzeHBctv14WJaWYb+arlP+VsLSzEK9dMX+tNmWLY8f5H1MwG5cM4tkWkuyHjG2uUexzcI7GZ3Dcx+2YJ5gKSHX7ib3qzq3p/eLe27efUAW3X/mHjFZue+5dPbUNUMzY2pbXgljJAqFVsUGJlNCWvbI6olbsRV38pUk+tyXVCSEI7VgyEW96ixRcFjnCVsddK6LwZoff4dOkNUw2K1r0ooKHADe5+hGOmWHmc3G+6f6oVcChmV+LziI9PjDWMQA7gDqwLay7lVyzF3R1YFqNQYpQzqB6SWjkzC8l+dK5DWUCOKGviSHmSIm6lRDYKBU5lwMo2DF2CCIQdpVVVwtzDoaguIZUijX3aOLKA9wjSGTUIeWuURVPd1RBiSuy0GDZBYP8kkshlxyySviHggyyRFzLVgjFyHKSKpItRheZjqIhsVcjYudDXTokTU6pFRKwZlD7c+iSJnwcPgWRGFbAkTeJjVfYgJ7V0iauH5ZGFQ6Q0SAbA7uwtnXhIs9SgIRgZiwQxQslCTiTxiYaVSDs0YcbaXIAYsY5w4OKucizlEMnUZRF0fXsQDFNm4iTH3sQETpAHSzsLsZcljelHOUco7PbmFPRimBy2yDUKOHEEoQ+ZMLo6dUBl4aDjqE9Y2H2AqY9pFODZIYWRUZClUCJ57NNnFkjetjLIAIjzagVsQKJmG7ox5kuBKHWr34PIsEea8OdKrwMvDetOSzChjlMUZQESBnqDLMqeSCDmZH6g+L+8isFI+AiRdxmwSFvL1O1HN/mIkdx/21ko4LHuCMUvvcJiNXrNfuoJyRhx48EygsCowO6JCnAn5XYo6uG0n5nDLUNQRzSmPxc7srun7WUkA90/07fm5H2Ipa5FVHudAV+dGZN5msNjWuDQCwMghYZnMoplhWgBm/pDNCfw0Siw4HrdfTBNMTeTCAZDHPwTRmM8B93AeMS54kAnZHEkGfGQqgzwmuhoEGOKfgqjS4vgEegjHVce6Bi4EdsZ4g1sOBFL1E/BPXX4ktihjSlGLWEAyTvsGmnNzi/vOST4r5NOvIHM7n47gqcgqn4iUJQ6t9etPC6My14CrgFN1CdRDyulgPxD0papvXcB0ovCVACBsuxWjjdAUaiX4FuFRQr8FRwqLRajb/QkZyxWwxXKEmHll0kXA5Vh5LiEr9VipjZcr14slAUTpVtfppwn/5YSZCzxHVpq4s1msC/Ww1b0WY2cxD8bRK5Pj1tto2Tj7LENYAOPb1imGUjg9ERb3g6EkxGGFIMS39IacgFyqB6w6XaKFhEnC/n03H9inYrWSCxsDPrRNtw0N4zDMj9wxDTEyWojJw2KgISU6RWFkhXwAoyuIgCnThg7fjCFZhEWiIhL+VGgARdBZDgFCUqFJ9vuCh7PUO6obsAJcqYhIOD8WS1Nchnp0UFRWFYiPIcQEsR0ufFB9mLp5fpqDiJ7j19Zotr1nSeOTAikz9GFSHmlIn/+iQlUUQuHH5OUKpCWDciOKrlJK4eCHRh/E+rIPzNnOtmbovHhsbY1RFddrAR2nw8uld1y3IiUo0icg4AAruC4/RazF2wGh8X3yBKD4JyeHHKhYBFTC2q5sqKMVwE2c+3gDNoTkf/fypWqhEQlkQ1e6ijAn2crzPrh1oWFtEt1DX6tpGvJ5Sfg0WNk9VvT9Utc7scZjIuwqWIGvdixLYS6GJqRQ3il+5x75A5iBHsXHiohCjUiwKZZNLH56eRW0Gj6CL6qAYj0Jgx4KdB0ngarFmeBSeuhJkDhSJZ71t1cs5MitekTYFZRYtu1797A3hnV/ImN2wjzPgKNdUrH2dGsKmahqOayrY+Q4mCa4Oynt0RYlrZmEh5RYqpqKyF1HokGPNogGwUMGbA7KPBCz44SAGjErXDcXwMy7FY2OG8GG0SuoAqJeZFJoR6vBYCw8pbDnggKWEThlGs+F8WqnYDswW5JgDZl1YdpUEji2+Ax9CaefxRZSCCcE4ly5Rqxda8VIu0+1Hb0IDuLRpI6xxoAouyvjy1KiEWAeiBOPiaT4jkFwlPN5FolPCi7/26v6YxzrmWszjJ1Cxs6n3yUkfzNpRZorfG/oovKQU56woh0eVyrWFR3dg9X5exAxrYcL4u63X1uJpWQoJVgmpumYMWghnH+OQ+euwe/HpjQ4uqYVH99IdVQnNaV/AWIyIe1fMMdTiMxPSquNQ3eE5F3VqEBfjeS+xy6k0fkv5Ow6GvnCu60DrilFZdIMl2dHxnPul1s5DHZX0WrxAnRSUM0hjX9JMQeawACrIWdCVORJjMeSGTjRWA6U8zrYAABuGSPTMR660ks6j7QdQFgIt6tD4oaCuuyU+UQHm3qD1dep5cV8UnU+JchbbzoXgf04aqyl6KmRTfZ6FZc0wu1c2bSiLZdZz4GhI3eY1OZ0LOSMkyFbj6rKWlM69UVhRyXWPxHzr8tCZuGh2VABiTk0k9bx574Rlz/QdsoQF4ZA1VNMn4g/iUOvWzuScuLxWzAgKBXOoY22Macrz3KEk2LFANQdpngUHFXSUS+eEhO0HRSFHOXInLf8ZugjBC2lcB/mRGRgd1BjCpQBW+TQpVgRlH8sahUM1g3GG5ohrskcOLClD1TAc9kFKo9h2mUI/fAiSqMgi3QRmhVgsg0HZDEIKU46ZBO7l+wBSZxDE8EpVRecd4I6cU5x/Krad1pVrIeLNyBljfx3/ZC83r0UHc8nFHKEGl6L+VmJADZ11cA4CnkTQlaKNewzM7EzQ5zTd7xJWNiQGZY9ChMYg2SwJSqGIF4nCc84DkEKFnVIPZkHuE5wzJBNS6pHSEIX9w4cSYyG6rg2Y3zuda8SOpbM54j5Dp11Y9xmHLc+sWFQhEudNLKOziHW4xB9RUKqDXzsgJzhjtAmN7gkrRccuxAule89TiXFzhnmJreqeaRbF6AicIcxwYlCKIrcU4pI8ijvzTnyTQk66xj7h0cEYn6t8F+yLou7a3mm+vsagx2vzh9lufGU84yUXOC2UKqKVOKFIqXIWId6AKQaOnKGXYdy33R2br2jTHgDVo9xuvrWQzIU/xZe+6+aX1qSufySJTjkjaXRyCfEoZtI0jJuelA6qGp8F93b8flskupVz57HATD83XdjhbGHPDK0xjxksl6JsmbfgJoVXC+sqhUNykN7JHFRU5lltvD/Frcyd42J1EsWwXD4PcZkP58cxHI9xd6i/1aIYFXP+5oSMIAZWr8TDdVaQppM58TyXra85OVU6aqdc5c3ORXZqYbXnpVtKdGb7Mi+gb5Do6z16fp3OuyDmnKI7TfzMueLXCo1EP4O6oNjigjx9YjsgkuX5a2xcbOxTirFWj24H8I6tdfhUArSo5NQkc0wGK/F3XaKwMPA3KoH/IxY8ny7krPnmFksAY+VpDZslml31psP0/W2hA5BMYj13A1kEVjxTS40bCiYfRFUN9Y8GyZVLUYE3EkRXOdmiCQ3lQah9EZ7lVv2Po+Uwl7Y6txJ8K5dgzdB1ERx3xbIApahi7tB6Yfh0/ICjUwl7BAfcd4AB0t3BIZCuEB5eyB8IRBNMcwkiughCERuwWPWqi4GTpgR3DmWpKGBFSWUOMUVXCkfDViLt29+Ve2yA7HXRM8jcAqYoormcp/qYClZDyjK9VrUmKP7Gtc0bi4CoDA08Q/zWhXbIPSjlRRve8vinz1STvvpnz/3ysY8gvdfKu+icOL+xb/ntjgpoLQmSxDR7NoYpo++Hsa3RSysszTzRARRVRQlky2d7Kj/0Cs4xqMjcIX0qHvtxbcZFFIrjS3AVkBVFztEvMfqhnxtysygibqzZkWyFt/J4fZQKd/0OeEayzNdjUh1tCdQddIjg3wqBWDf+lGt7ahCajtrZIYDbeE1F624uikwd17Kq7nEH3DswCe6qatwMnWTU1v5RRaECGfooYMyue0cZwmYKIx3bYYEgqMe9FEBn0a6sFkoWU8VO655U1rMuvMTduRA4EwHF/3/2/iVJkh3ZDkWXquJj5pG5dx3yirwnFOEYKGcG7LLBybDHDrscAfscAsfANhtnBhQhB/DIU1WZ4W4G6Guo4mPm5hGRVec2Lm9hS+6IcLcPDAYo9LN0KQzttnlqngGbiqUBb7vxUyoZgrxWaLFiqrq/O92XFdWs9w3bo4LqcFApAP3zD/vphi/c8W8oYUe42qCYw6W6w8GvU9T4OktRbPcfIK0ue83Ofuz3bjP09Momb7Z3M76rWoCyKEqxrCebQsUCE9hB+4btvuHuPMpU1NIx22vZ3m3AN5PVtFnaPqqh2Mp9M3m6FRvLzYqh7a0WyP5uHI7et3p/GH2AO22sCOdw9D7K5g4OmPO2Nv2pvMg4q264P311aHt57ym4pe5GKXT/aca3Hufnl9rZUd7QcRiBd9VPODDL5o42eHBbLfBw3/ydtYXtP9RkbyuYp9UC55s2xMwky92pU91ZWWs1I7Q5eavisT/wXnZDpbvzvxv5PiYPR+JqVaPpKFOGkOsMXQ+ddKZXVBlaHVnl/M73xwt97GDg6BMA5DAwf3GbtF/X2YrueOikH8DGedusjkSphlTbfv40Y7oosD9AUKOwe6HX9oyBi/Z4WF2dObtJ94KyP1D+/NPfH9DMRW0ZBQC2n3+2da4tiGMOon3fQJ6B1Tntt0Hb0/ebZgwe6O8ukFe/ONRWf2AEBd4fP/vz9xmzGVf1+/u772NXe+DHadFfoXQafZrHny4+e3mR9suTnClqa+l8T3Vk71MgqShULTuT7JLdaXMAlc6Br2II5j8/rtF7u+97On3fshE+hVIoUO6166oWaDZqlFobKpMM7FKrR2Xt6hYYLqD3H3hspQdOymN3JLViKxZQNloX22OLWkbr5hRvVXdgM8qxbbfA8x+L4n3bPZ0fFtAultVo9y5WuLPC6cEUCoL+vOOP7z/xU4E/e6G5et+wP3ZP/7c6UrVYDZD9/WFc12U3cJDCAChVsW0P3KsaddPDssD2vVHzFKd2Ad614l7MWbOjAhX4sVnx5l0f5qhGxQ7yzMBqDm3AqNKqQrWAqjnk1Qf3Ad8HQSjYDXj12FDrKL5qDt4KLbY/190LwPvzlbLh/dHWeis4anvLfn/H/f2Bh5rsKVqxlXf88f0n/tfdnEE/d9snFZ71u92BXXH3IqZ3t2Px40/Yt80Q9U8T9N2Ktz+skOtWNqCS2QpbAXYrolyr6csGKBvX2Yr5DOpmNHZbqajbOxQtm8P9EdV0D+z7oJZowIvmwPMgQ1WTo+Q6YZeHDaxhr8l0mbJh+/nTiy22dYKO7O/rtC2pCmx3tyvK7jRWnsXhNHuKJgv6MuyteA2gfj1TEK6X76Xi02wxl+3daW0Ue63PD3cM12JBgk4r+xRcHLbGfdux/emP+FlKpw0rxeuC3B8d1AVYAeCPbODDPRoHdiloFClGe3s32VZOPiNVA0i4/n4eh18pLtrPdPnb6tGpGoCgvPva6nR2iv3xw+Rke9bdKB6xbU9aSacGurjxwWfhY9UAm1S8AGizKcp+AMxaIGfIrFrNttmLFRr906NiJ/agmOmCjRZXi+mY+7Zjv29WqLcaVdZhvmmjN2yOa7+364p7/WkAgv3xROlc1UAGuu+dCWA8rwOd5uG4KHwN2B57yPzWzXXroVMx0aWesN0L9v3udZ4U2O6unx9lzPkd9FvNv8/Hz1SEL3yKAPB+/5pN8Tcn+getC90XE+SqlR9HZcmAAM/Cck5/nlEP9hn+ciQp8GEqQi2l8zECOChvl62hqT26Bf54ylzxkAOAbgXq6c6v0ro/a68M28P6c/SjHf/qOqU7onbAHUkmYN+3B3oaY4tsqyuFWp03cHeDR/H48x+xb++HoECtxZznqq9TtpqjxKQoHrV6gTxTBHbT0E0p2NyptW2gSqA5Mq6ExnNaqoKcX0FdQSGgF0XZye9HBQ2VpgAqihclHf8M6fZuG2ltvMEWuS6uoGzVnEWqBMUDda+oW8G9NOSdI4OrpZ0XNaQydBQQ1Y70n95PCzzs1fiF25Dp3sesVuNqfBQ1dEV72dNcmIf+mFbnjpLqafMVT0W7Ps3mVsXWFIafP79kEM70TeUTZ/e2f45GnxEQjUpifuheJXvq27VDA65kAvtmyJkjGm23woK7jUvZH0aBc7p2acViPcvinwqBPjsIikGfbA49HpYmCKDe1SrOf/IeWtHMhux7Ct4QhvLeHF6A80C7w0zRlUUAB/7K4bxp2Ud6ElDjHTzUnWQnJ1p1edTH9mHzi0Bo/KwAsLmj/X5v6f52r/J4N2dmo4zYLYDajOwCS5FuxjZrtd8tagXarMgT3DgsQEdW739ybsjitAREhjBSBR5elFKBx48fQ5fbLdumG0a17SfGY0q7EVR1dbWaY7fWCgKZAQ+gKrnsdqR8VRhfuScjVMW233uRzm1/oOyGhqJidCbUnOJwBEj1Qjw7Oe2JevFOwPg1LWPH0rJdRlRzAmydZsEKoPkEMIN6MydG219Jd0O0QS146unyLW23p522tHu/FtQU1OrBQHbHaAUMKVV3wAu3tXRM9T41OhrsjYvR5mWpd5Pl290cK9VT1qs5SLRUlPd34P1u1+p87YbAnx1Phijx30tFVbK5vO/dAag6UGpz+5DyrK09tb3xx/ufUVCxbcbraNmBwPu2Pdd8AQ7IzleNTlJedaBOR02NZ3mie3nOtlYbH60mB7eeQmt7aXFHQndGarXCkzDDu0Kxu+NI/b8z3d90KwtCPe5PDutSPNUVLbCgQ8/wIJ6tw9nQH887tzkwUYoFQsr9jvfH4Ez91JE5GfH/d7ZmVNVOtTN9qf734w5sllFT3dgs9z8CCvx4CqhOKO6Tfj63lmX68zF459u179uGx/uPPqeq7zsPl21l+2kcxlqgj+ZMqNByN9Tq3qgGWwHsFoDxx5qz2l6sJevPLzglNqNT6Bzdrhe3a41sPIVuGx6bBXHenbe5GdNNVlavP2T64vFeH82dAxL8g/F/+RwX862odsQe4JzuGLKmFaB9OA/9oGTzftSjvqAK7A+nfNxbMB/ohQonGsODw26y7fa9Qt+PDoymy25VPYPp4vmanlEMbU1EbSGjcSXXaqp+uT+w//iz2aZuC7SEZVULglZ3ihfdUNQc4KWac6nCdAOq5Nf3vQUWcKjbA5uDgfZascPQwFtRULGbqL+TAsvstkCy9ZU8hv2uFXfPWP3TXqyg6m60kP/75x1/VHIddcPue/e2vQOlOQktU8+KO28GqKjV1tLPH2434Gg/7ZZdCSV3Dhf8vO+9NoD+eMdmCCPsAIy102srqH2uD8vYqzDdqqJg36vLdguYv7dgi1rWrmV4FWw78OPdbMq6PwbIQhWq773ux97W1925ht2Z35pR32wWNKgVWjwrrxbc9x82zx6tFovpPGok4oAqHtsA1zVe9Tb3q71wFBTU2uqBtTXtQZfi60lNV+5rwDzegFarx1Xs/agC9VGh7w/zDeigFNV9g+7D6VfV10GpVrTb90W1RWL3Kzu2H/cBVqoKFKv9hWoUhPZCXO5vd99IH32r0PIAEYx+6P5w+YdOj6ub+UCuULhdJrsOfZZXl2C6k1zuBRWbXjmt/Ut55vtCrc+84v2Y6TRz1FZbI81O1AlM1o+zugmqX6QBm3xZ1i+3B7RxcXtAts7n4HDPv7btD6d12ncrOlt26P0d9X7H/v7et7ErBPSngNKvjIG/swaSgFbQ/hOoxlHe9S8Y4OH9UazQr6qBksqOsikesDGvWvAgYC87NrXM8E0fBrBUy/6ppWDbrJ6DAn2fn4MSpntX3Cts7VYD9xT/HDDRZ11u+51leQAAyoby58E+oVrdDq3HbUnV7AQfq6Y9DTfCsyZthUNdl3TQQFXtdpkdNDu8garloKse/KZf9NNahmKzL05BJ93QaWKuNt6L9jcn+geterrK1WDWuvW06+M5Xxv4WTidBe7j5FR5ugdwWYipPAatxXY/OpKb8+cpWrO3QlSvFdr7D19E3tfHiYdxbi+FrgLlT15xfOrD2ZD9qNWvpIaWRxfWjxd9Ka2QgSt39+1uFAD7ZsZvNSd792HdvfJ7qYaOrBsAU86ggN5nhLQZVtDX3NYVFfftJ+pum/RObMqeWvou1QoqD7Arplru3fkkLW0cJjQLsyEp3blGsJRN0mZ4KGjfoeSIywrsIFQyhwm1dM9maaorHl54dHcJ2xDzzR5t0UFDdG3mfKmWvtj84pUq3l2BMqXckHrFU5/Nj/k8Rj0bo8lRtcIWhhj0AmzOgd026OFEnwJI0+vf+lrdofrA/nB+4R/u+Du8qy+IzxOi/lKATxdR1e50OxwyO0vHhy8Lxbxs50tAL42vy1Z31Pc/+u86uJ07qsOcfq39uXONTYpXUfOL7juAYoV4Hg934g1E8+d9uYhItxR9N9xqqfbeq7qSbihQPfXpVdvamKviKRUTDVSv2P74v3sxWgt6tHE4Psv8+hqfbK0N+eKr5iTmio73U+qglplrWrxXd5ibEDDXWh1O+1Iqfv7YvAaBIZcMqbwPmgs3HJsCVN993k8KMqkbPQoL3GlF1a0jtGtp9Qxqp22BTmtm36D7w4xap6dohp6PEFQ9jXEvULLgmVbjP9/IgoCksBoPmOafVqc0qNgqgbSCd8WuNr7sHgECAQRHSSseDy/a54Yk9g1cK8h5P3uQuo3TbvcgkM9lp7JBM2iP9D+bUzBYcFGhjWPTM3kUsPTNfg2fArWCK1D2UfOh1dogD0Chc+HS3EU36DZUWPDXPzLZXZpTw+fUtA5KNTRhKfCgSAE73/p+3wFUQ7FvgFUuA/BolFfo8xJAp3fpga19mrvt+6q4//ijKfxOAdLQKF+Jq+kBKWKcrhVqzmu/159+vHe0VqOkORpDJyP289sCuAYBnGvVPKehUpdD28O4kesFxH53vtz7/d6pDOwwH1uXqz3Q6iiz2QF9r+Mdv9/vgL/H0hxp0/OWYlRvtQWtYA57lMex6GGp/ggno/5kmO91x4/HjxPn6tdG9md78b+SMYAX+6N9c/hrm5G8+lxMstaC/edPr/lgTkG9P/DY7nhURX387AbVVs7v93WrBsa04nlu/L3f79iK4rHv+PFzR/nxw7L3WnHlyamoRR1tVge6quzNH+oyxdCQ9/ufD4ixWWf/yMn8K76K+uOHUWkBKJulx1t9oeeA/L3ZDjjGLPxKpz48o/w+arNj5pwJ0Bw8HzrWvxC0aeuuKqCPtmcrHidEbptLbS+d26MYhdl9272w8xHAtJUN+zalv+v4/lDU/kWwrKGDn1TE9z8PfnzP6DH6uZYxSmYLqcmVJlu0BaYBR/I6FzXcQV52yyRzBb3pXOzOC1XgXh8grUMuNfANFHcPRJv8aWAc9D1xf1Q8quK+j3e8K6FC8b47GtaD5lvZ8NCKn6U6jY45UB23jlkMW80DQ5eX3faKsu3AT6MM2R/vI2N137u8LuWBH9sdaPqaAlo2kNci6DaeAlDCVs1lstfabWcoIEVBnnG1F3OCtX3dEOwF3Bw2rNDK9t52y+gw+83kQFtXtW74ubVgrBoHvOsc+7YPTmbdJ33c0Pq77j3IprXto/aedLOiqAUNSII+LsV1vz73O9WQWrDD507VafDVr49RGLs43aCiovw0J6apw+oGJFzGOUq467l+Vddn9sejI8dtkwJacVRLmDDFispmGQe1W7KwsIfPMXjdIrU+3OuGst9R9w0/euZINZu81iM91KQq7pvZ6Xevo9X8PVfZqKPRs+w7y6dJnmmzDTwj5EPnIBEI5LSDzzLvKni9b/XJHpl1p55B9KzCjO6Xqb+T7PossP6VgK4qvoBia81AG/f71t9H3RX68w48fkCL1U8APBjidtAv3AD7RMX4eWvv0OakydQ7LKt0Q90f+ONm1CQ/tg31vvlcAjaoBcMKgLvVM4Aqdhi1r9G6mD1T3kddA6trZ3e/V89KnP0H6gVj1TJWHlNWBgFo9a3MdvFsW89abEU/GzBJdTjKLSAxvfv39y8r2j2rcrcs5SbLyr5ZFsRjh9aWfTfNzcuM1uu53/p4bhTj4EV/uta4/ic4x97+5kT/oJVThO7Y6uULau63um/AwykbTsf1lOFpxhkvcpnSJs+deWCvI4p1VTy0FuPrvuqTOdH3bkzZF7PgvHjO0yxSV5bqdn8SlJeT9ZjwMZRLok/R6JfFAnR7uVh629yJPkXp76eNpNSBRAfc6CrmDNmdL/4+CaFHKd3gsSh8RStagh4Vr6jvPwaVwhSVu2p7Nb7iHmkrFaU6sgHVhbA5r2wyVNBuRQ9aFXCart/nksK4CtWqmMu2Q0oxZ1N1oU6KQtW87Q0JYrcAXBmCo+NMYWqpmArS6a2602mfDGNqHO3VhDFtj67EWYFd4y0kwPT2Kfgw89H+eNg9GwUFKnD/+Y/DmVMr/tf7/8a97HiUiq38eYzFFNw6zyJLSbc+Gl9046Ud8+FVNsXh/e3bmN+1Yvvjn7C9f5zVsV8hFFSxnwqnXqYqXbQzp7cZFwQF4fEYkWLVsWldtkbS7Ip0PRvAHnxR125K45OfH8WdRlrcSLs3Lv2G3v3aM32sMNraqGo0DvtecX88LIJeNujQmT9sf/Kx0cfjGi1fiyvTBT/uXtjzrORO7UxPZYb4n2FOtfulo35X7UG++XKPdzMOtmLGY6dMqSNttWw7Ghpoc545W7r7ON6tls0Iyx0l3FBQzSFSsO1mcrR4BMOKwelWQNVko3GO2pgRAfjzT5MTDcmgsABX70cfCcDlZVVXYsujG7BwSLhWBbnc4yHG+nO0YASBwPCisrqj6nYYOypGn6NlcPzpvntxUnMU8z7G0/YkG2NqXisz+wzJMrpw2CvtfHfQw+Vktc+aMH2eVy4PqwKOqG8Pej87Fg1W31GDaIGL9t3UDlPRfbkEGP/uOMr+Xzbs20AvE8hoZ/YN6lynVCuw3c0xTdSvr76+91oxw7B1CugAAN6tCN3eUqHvD+zV6NKAyWGsL3SOaexacfFaHfHW0D57KxTZdCXPtPiAo/JHqaj3Hy+//2ub7joobOqEzvdnLJ4p0dF99ag/HsK2HQ1vP39sNs/vpzlY9oLH9sC+/cR2tyyczVF+zXiuTb9otDdnq9j/3Mod9zKMoObgmdu+b9D9fezZLTPoRZsRe11n+NUsxM9s7jaf/N0TjL94q4/+LFaErrRJZ3pLdacpdmxbxeP+j2gssK9oXa5ao7UoRZ171eerGkWS7jvwsABb1Q3qrisAeG80Xb6/7D83m+PVka392RwRrjTmjOsS3Qn7gVP5GUzywfMV4wKuBrVF2+ffZ0Q0ERofbgsivtIvNqdpmPXtp7oD+jprZGRuzOcoPqNbumrnpx6I7xF8bw77Wo2y5Ny2jrBvMhRA3Xq2gG+Gh7tu292Kcl71qZhNdtgvFIPSxdP5nzIIZ9lRm+o2Miy07r52imVBeXHt5hw73kzx0NqRql1m1HGs7k6z5mM09xHqgXMF/lxaVpNdu0tkz9jYoXgUG79936BuqwC2t9xVsRVDCVvReKe7qQ3pWHtWW4XZOnYncge7jWmtXkT8buj7UtDBQbVnIVrwC+qOvwrsKvad665ai6MfyUWX9aXDA2pBJQbAgFbspKhs47bp7jRHamu4FKAaknTbH6j7jveffiUyfawAuG/jBZVpDlZ3niusWGapxZxjj7tNhwbeanKsKICCe8sGKnZMVbIwusvBPp/KEV1aap3sT/UR82w610uefaLeB7Us5VoIxxoffm0oRo0OhSpBlbodUgG3+8q4rM/zViwd+w7dvM6Uz6HSr+l9rhbQGOPhl6smZ3W/X0rDut97RuKgLWx6lI56M9qSV7++ZwCmL5xrxZwDh/aw5UW9h+k878iVM/Fsy9ZGeelgBzgv91aNXnHOGHyVtQy4LtMKIk+1wGo96jYt47qqAhU4ZyT+xQVFDxcx/vC5GVjomFH9q++otVIUX6UmrV1387o3MxDF6Wu2980L/ir27d71AKgF4rTaHkwEq52gjJ/VqXHUTAwLXCv2otinoNcOA/ic28/NCjjPNEStHbPeFfMG0fbZvSpwFajpdhMOtVmAKxtoPq3pp8Pf1VotBvwgMl9IVa8vaJvC9QU901jdf1eqX3PeJ19QK8/MFHMA8SP/3dz+5kT/pL2fF888sB+MsUVWd2C/Xxa7u2+GUMG+HxBEWykvC1EUwFM9zKH7fp6k+rxAgGFQWRRpOqdMxc6uJvyjOSZPF607dH+NRr9sQ0+1W3ek9HV7xe38qSO9O4Q/RvJu5US74/8qjIfSCnEcF9320LFhT6kzvRDh/U9m2DQH+mkRH5/D0iULiiurBQXUqVfM0bx3xzZPaL+GECV4akvfiBpysfYiomE3pUt0R9h2sDrFi3EXjBh5dQdoUWzwzbQb/Xbj/clw0fF/NfWKmgLQAw/m/J/HYZ/HZdpEy3S96im1W+PgV0XZ72ipNq2QoPHGAk158wEYyn//OX1QHsYXvG+om/Oj1uasG/6qz5pCsb//NMHtDrmPBO/j8bjkm61dIWuK6hfvr3BD2s+/cEA3I/RDJzpgzo39x3DgnK/TjUBHhukzQvOpc/3kxwvnyYScbIqiX3Ob1p6hmbzQ4cQ3um8b9vtmBVIetlY+45YvbYy7/XfRL1Vzyj+MC/794VkpkwLYClIa2kgNgdQoBeqOvfwcfLanOTHLr1oNvQrYte7FihZV9aXvNDJwGi71jJW6FatPoI4eUzdwFG5UqWe03EeQyw1bKMD1AVId/tC9GNtcmycNrVHdeoFzfCqcj3KsJ3P6TxF8tD1FQZMcrs0oVwVRRQGbrFOGgmAoCB3phQDgxwBAJXt/paX+oeBo9hmVDbkiTzMVFFw+ld02UjUkXjnPS79cqfvh2tpkjH9GFd3hDx1OENXmezqtZZ8/iuoGs+0ho8DTUXlFrQcUkeos36bP/IMelwBsDTWDDJNOUHfvF8Z3pYLBUFi9Czycq3JSjs2x5D8f5ejYLAVETmtQq/EzO9pd4TJpUpi3fci6x6t6IQD2uxkWW7lD3bBQMXVViyXN36c5V76SufMBCrr7Cs5N53E+tblw4ywP6jCCu/ydxtJ+1pfB2v3d5E2T2QMpB6CMwJ/CCorW0lJc1dGyP8Y7bvu3c9NOjwUr/t36t3tx3RG42E/7yV6KBXg/kvtTu+/FA6tf3NM+0Clf3rG0WgGOZGo0PKqojxbgsdoGg0v8gX0r7qjZXaf8NYT8VeuoRFWAyAIb/QHIsuhKBW8Pm8PbA/r4CajxqqNW83SpG5F9DzTZYMivtle4rtIoAICnwAyms3+lbe4QbvQPmwKY5c/Uegamo2jPSEMThZa52Vr5oEfn/hORBVnP2SBfoqj5oiJ3BgT5OFrNH+Pgbpl4l+CefTMRvqvZVGVD1WIOEZhsKdUKOtdWBLPtkdvjUi5taqhKY8jTS1nRAunN/vhx94yxUntQmpy3RQGgob/938i+tOBM9TfDag4MOP8u+Ug+GgfMgNcc5NmOiveiRwVaPYMNbRYDO6Fzku9wm7bYz20rVsC4GCJ4c8AQqoI3o1npgVsMSp42Iiij3hfVYvt9rR3BXogwRThtr3YdTmtF9ay4jkyfA8buzG97RQU5IAldvy3qekGt3b4uxEBld8bb8HOrS9KD0D5uRUfAyedebY4vNadSj5sVd9L3LlqmxO4ZfqWhsvfNsgCrGgCj6TilYHCTP8+uWnfQfn+ySbo6oU2/cButAnNFP236ZnX+cv+8J/pUOG2fur2KyR40sJfubqdWQtl3z4hRoGCgzltNX23BjSGHW0DFzhl78F7V+d3r5d6iZULcbtX/DcDXgfcck2i83NOPe39/vtOhTdd/r4qyOd3EDIr8xOHcaqkcPvPzDqqjqmVA7DtQm0yyA+b986N2cEirc/nv+zSfC4gcYDe9+3FdtfE8iejNszfet6/vxz3htz2g2pzTvWU/Nb9ImwdHSpA2Ly7rEToH/5f70rjpYXrg1rO2TX7Q1op0N+T1wwEvPv7VAluqPOntrqP5o1iQ0kEARX2dj+e5N+qixhPvNRagtQewD35NrV7w1T/bH9BtAiWqIeV/bBUo713/s7og9h7Vf7a2qX7oRH/sY0yacNPHhs1rzGkrDK9qmcP/+P+zujBboxI82g7VKdF0MxrmVmwbxewRlAuto+9dll1+nvJnMOGr9jcn+kdNnQdtHtwDX9jFQnelpj7uHsU9ob+97Q/nbzs52Le9fIiEfag7ba+Uqo8EX985T9Gi+wP15zu27RPn9PQdEeFMZ/FZmy9N+ms8jef2Kl2oG68AwBGAF9c6Hwc1h7AfSsSm3MGd6K48tk43h57xAFcrMNIcPXvpDqRzpLNu22vnpSrgnJdUhiO8whDmju8B0XDSA3Zb8qpGSoASAzxDcD1KDwWXAlBDJyuIzfFuTnQXIH7V8e4HfUL7ZEc16uHpWUjJ6Q4aFYyiVHPONQSLAuC9OpfuKOzkT/00JD07VAeKrZev0IY+srlPIHPWdJ7QZyEIHMfucn5XRS1/RtkL7n/60/P3L1rnJ1WPUrc0xoMz56R86jVi61MH9yfNRpPwvv08Of5+YfcHAK+m/iilK87aDIJTe28OlXavS1TK1C4MxX1yYNeT4fV0utZDxN0+g1Me7HhsP2xKffLM+6cOHUKbm/X+Z4uGt0DOofl6bQZY77ri8fD04FqP01zN0D6nWDawRFfy2vNNyq9xoY/+l2oI8Vaw9zGPr1qACbD95PHzVMS2O4PV+FS1Wno0tUTv6sbRCNAAgM7DMFsOtVhmDRy1oQCxP/h+NAKaQ60jvyfuSwCW8nxARI0BfJB0P3YhM35aN6gaInwru3F3TkE1k1UO064Al+FQKy8QjUZlNBy+575Ad5d/sEBBnTI/cPqlAFCBVuqf6fjl9KQ+/grbH7S9r+nWbdgrAEfdFz0fNf6q7hCarjCoDLYdRNwNbnuJ9m561o9PrbZn0jzVXHHe72YoN4NM3UgtZQPcIf4o+6FYVaMhuWqNnkPrjnu9D8eCDnQZTQ6Oj2ToV+TgXo0y4Kqo1evTtfuT9/soqAVMcqapXfV4oVor+IUzeqZ7mC7hF9q6ct+CNW3jbNkHw6mhI+sLepDjJiqnvWK4Ro6dmd/XbnVPmkOx1We45KSH7eGqxz24X+sXt6bndubHKoac1It9pPHg7lsfK+3oSPv7Xiwx7/5BNgNgGYRzPZPxHDr2s6afnAxV9ewWVaP2MTXOsn5Ko5ioViMCZe/PspeC9+3d+lrLMQPNs0NHf0466C8OdAsKe0S1I/wvQSl7sdooZfB+P+nbWnoK9kc9uXKKd8DBxfz5is7U7DOajf4P2oyQv98fHegzByesWOGsY40xH1ljO352hOvQ+Yp6rSRXjonIKHMmJHx/Pn/H+1Rg/OIJ7d4uG7f3d6gqWHc8eDhhXgEzFLZvklI/pk7fdR1mv/u2O/qpWjzbdKAIa3NoT7crnuHUVoJN1x0PRx3XCqdOe+ChhPdqIIInOfTwLJnHO+qf/hfQAlTaRJ3RaxrwYMjeqoA8jEZL8LD6Ly2I4IftjgBvz7B7bYLtfqIgUgxUc/tImzPJH5sG/asCPcNvjEvtfSYldxj5fFCjTCHXc6k5NN3xRo1qrQmR4rKjuO7tAYCirodBAZfXtZp+V7w2TssupYNvQvu7q8UKoPeXBtMKDzRg7XGGWnNYqtXnp41mPcwtY2up/SSqrqO5rdr0no74nhC09p3pcr1IK7ov1L9HF85acUBzu4ZlqNYrEAURSGToQW3Mp2PotB7t3eOy6UUman1/PMm1uXhzVx1/vjsg7XrPnG3KK4CWFaMcM3Lb1R3MFS2bvmwPG2vPlmzXard7Kbe98GTreynlKXvnXt6P+yWGvKyP52z9972g1wX4YmsAr9n/oo+x189q1va4A9UywuzAUaSynX14jbqfdOevtXef2jaFXG7uFVYfbqLjfexuF00ne4a+nlbcPgQ6HvvjsPA69kkbkGXIoDGjJv2zBxr3wdowdcKCwBuwbyj1PvbQmeK16gHd3WzGuflyemqtcHlb37XeoSDLtFGgUbbVUrD98R+NYaKfN8AE9sw7dHv0Pl6h5T/LJCjlGcDxBLB60f7mRP+gNUX7iCibFdbTRt/9BpYK+3jsL6kZ6r51JMAcnRvXfl6478Wi91UNdXBuZ07MqUsAqqNuzhOsQrcXaQ6OmDndxft//xA5dHE1/2E/97pfIJv/yua75/yMex3OzvGZ4s/7A+/1fjrdj5mRkDocunsp2PYKmhS8H5s5CM5Rt7JP6cNXXa3GWTeLNtIdtRKG+BsoAwUM9dcQSwoUZhzedG0Kc4vijfudcDzuxHpSVfvN6HSOoVEKqsNEDVngPIpPKKNZiy6G+C7q1arnm9DBwN5UcXeFo29cakWr2jnN4GgpnW1tlnku1gmxPD9WUz7bj13RqC7O7++zoph1RjCrvuTYau1D1PZf2faH8+m3Teyv8VBoQyNMsqgh9Rs8msh4uWen0Pme9X5Exp8Djq/66MbB8SMPKRWFTkiiNkeNVsAP/mJwrwDXGT/zM7mCcHC8u8VkkfB6mOoAOif6R+2cQTQ7y87Tds6gaIVBAUBCcAOsqUi1p0UPhDNw//nTHRxH5Ez7pTnNi1uDpOXoLD83Gn2xB26OZjd/+hpjAKUrXf29tnnT9D9VEFtnCG7U91VNmH8A5HuGjodoQrqdsbf9Wp3CweXV3pzituY7339xK/AkIWv/HyxbqFm+83tR9J5uRQ8GKU0I5O5kYXoynJRo8LM/P6692Ukh9l3Bgh4FTrlC3aEPADNn9za0634Nct6Xvsp8bZY+f9r9aT4Vdx2Fdtt9Zlq50ugsfvzA5sVp675h87Foz/U4nHPNwTSKkjqCpBXFntbDYzaaJrTPGZX+x1KnGXIYjsPf1bakT51t51Zr8ZTuIQ+2+uh71UuAgneqxZvgNBLHfvl+OHW0PEaGy/GqY3/Ww3zwsalnuT5+JxJsZcPP7Y/jue4/zOA86KfaU7Zr9eJ5F1kAnwcrv9peXOdk4Ng6Oe0xkzOtNWrZMO5MYuGh76ka7YbiMLeOl7xAe/u8sbVotSYaSoumMddqhde70a7l0rizooZbn++lFDzunjlZjhRWWj4S1viUNvFw37YIgIMj0r+cD0T1ovel7Acl8hm1qtg7h7mDTS66W+s7XnuhcBjzr6HQT1123ehqqJpTcZ49nUbwqjOnv4gbern0f8PIp+NcVUXP8vL/7w8/73B/NbqKqpdOOACuu04O3f2O5o+vEzDGKCZf9L/L06GD9I96EljpaN7D2Gu5fGUK20sI6LWTDt8VYAOZhtDlmxEdqVZbexScssDtzZ8/7P3tG4ZLfu7KqEFjwSrt+lCFdm92KTjq9k/7QMVmi/mAam4HKzXn8MVTO72bsgGGKqkDxtoxNDl6bSffdsWjFq/DA8DrvgyJqyieGT0DW7o+7JvHvWyegda6Mp5x1x3NlY1a8dhwCLzZ+AH6aIUqra+bDpqO1peeJti626ggp/721vZSHYHURh1KtYDu2+GZzucf4Sn+3Vg6Uy/s57xHnr83NP+g4PvxeO+ItCvb7FKkqu0xvdCoosv8l01PP+evHFwwLn9cJwBZZqD6nntJ4bubX2K75oWeP3l4CkDd9Rh43T3rUuFj9Jqeq7WyVbcHz0ATHLymOv0fgAfh/W/+VU3rqhkgU1EHXdXh6wlM8mgZ56OWgeqz7X883+stfRHoZntMPTwaqY6ivhij8dj9/TfRrw4wRdMzSpelwLT0yo67VvwsU0B9thH2fRQN7fOv9O8Bxbb/7PoFPJulekaePv4IQEGbBS51m30rR0Dk3Oq+H9ZrG49n+rYRmG5+lAaSaUGYWg28VktB2TeUn3/qD1M+yVLYPZO2ZxY0J/qLdWq8788+0K/S//zNif5BaxPxmLryBQREm9AvlDag+0ExO41Uh8P2ePAx+r2pQuWFACJ6Qp3ZxwIGTwZ5E2TcnehPgnMSkufNQk9K38GBf2kwDmVN/dgf21/PUVqfHOGA3kcUsgmPxgtZFfjTbgUL9tnB49yNQNuO3YCZ8rxLcx7VxgVWXHFqTivtWqjqVHjm1PbqRlLvsH/OQHvLVC29fjgnydDxaFFw7ewMwKQ06bhGz8O03o9jJ0FHhwi3ej+o/64AlOewwXSoztfy4IJpVv3ZOkcaAJ0E+Svx9PBzH/e7F7hsBoA+C8Hp79Hjef4R5HQ49aBKNeOkPE7URCPt+rNmEdEmIy6O19HHj5zoV0ihcmnAXbe9FxE+qywWMOoce687AEB7oORwrP96dyOG3JBqXHMdBXIoxqbHuV92o8/5SpuoKFp71Ae28nA5PBsT5jwutQzuvccXA3t9rZ4+L9tBxj/u7y/HTnWfnKQuX+osQ/qR8wNeKiAd0XpQpI8IYj2dwBRMjh2+OK6JIXdHdkF/vgahOinCWu5j3s7ohDpoI7ryRmSp7BU4G7e23ibOzTorrK68QQ+LtxAf1/J8sTamB1ln5u6guCjYsdu8cES6gqDka98Vx1nNf400mZT/2ZhTyxDqjdBl86vzHdh58dUnihpNa7rR3czyUMeSGQqzjnvt1QMdg0u2ocMAADwXmQN0VzzauT5ITf9pBW2bPqIAWGjKjm+p9rXLRnpMtSNOj/tKLunjuBc3ox6TvrDX03tr+/t+lZH0tbZdBl5fXOz0eUf6THuiGQrPp/Yg22lvuNIXj4kszTnrRk91w9HuDILRH4y1Y06VA2WVr18lq1sxv5utbp3z+dUuTeUZiHE1RkX1EtX/K+3DPevMraoVP/dTliX08AhzMGo+aigztfs3X9375/7z6bNeeLLpAn7b0jJGnY4IxCaNHN1mGaWlv38JPNZ2KSbnXO8egbJT7+dMoRdOlKpHBOnL1oJdRIdggbsm4Rxu6FQXgNFN9H3leP9R+wmH7/eLeW68pM97t5bqFBSz/P1aYOBqPCrOffQxKlbwsr/DWidqAzydM91l7AXV59D07WWm05PseNZ5bFs0SfLMaT8O2tWfk1rmh23GlabA8LQ5HLatKeBGE8f7QePwfVda4fEOnBkjQepEMP656qiNcp6y7ddOCNM+ILcRau0ZHbUUNHpwUriNVbouc7Bj3Attjk3fsxRQqqgFoFLBOL+7Af4Yc7SOv/qwjbMKjkUiqX3v4ALw3hYdmB7uNZ6F0MHH2N+L6nw99H0dFVCnVSUmTHgiw3ZXq+d17zaMDn1uRFfc4dnupYYCrtqd2k29anhxAnn255i/Da/f1hUDUD09Hy7+POmw5PvXnA09vclp+MfOdl4BBAtodKT6UdD7QRMarqoVnJ2ySor7AejC1tJGz3bOLr/PzsivtavAfONuPj6Tr8fHw+vi+JraDkb6xQ38WT7TVZ6+N1pIrVaPwDJvvgZCqj9/Tvd71uPM5u+L+2AjHeySq2v/kgLnEKLDOWNOPmfB6aQ7jD3s03b/xH6lFswqB/pmhaHG9fEwPb19p6aXacFRj3W/3r7vvXrKFLdCbTq5Kh77kearZ7SE0IE5La62d1ms/Xxq/qTqNM9aUepPnBk25mwPowH2DNmqH9cwQ/MnXMuIVjT9/Lk/DIrfd78/oPWB60qfp7102zpl5P3sbG861UUv7ZbHZ/nqNPybE/1X28ESfq2aEoD9A0dc3R69eNlV4YjD+3PDZvab7zjoRqcungRaT5tyVEyPaFmFX903U5zr8dl0215G6T51zF20c1rl9glv+YurHPpw3bfxuxXbOKYTtYIZRcc1ZkTQ01WbI0MbV+U2HEJEJoSnxQ8az3ouzjV1bFy+7/Vn91FzeFSTpLMxREfVw+7pGuRxNExZoeF8V1ghv/nQo7Hefk7K5PVToNIxHZBOc1InNAK8Yvuxd6PNlARbi5oDqDrQYuPiNBlp1wuBdUrx6x1uWqOnjVUfMwU4hBc9u26Wqn4RiZ8uccwu//ya5PPpXIDl8v5P3ljFQXGEy4ivPEtTOhy11FA893J3I3M4p7TW5xStZr1MXRn9/HpA4Kq1FPFO43RQHJqy5muH+UvjzPpiVIrJCyIy2fhjCvR9YMw+fVL35j95efRhpZ/naW8+pkSjQGkrMAPjULdp8Kwoq5qzW8mUHzplDtHk0GadDI8WJDz0eBaq50WOEWQ9WuFPz62qjrhVMxTmPVKrIzGGnOpfEUaQrjmNp3ObmcUgTx0+BjdU1QxpAkDS4wfA0bFweMU6zn2aLXpcAPWxP4neyWQ4tHJJL3C6PhHgHOCHzsL84vNZc5+NtmbqvsHVvaqYrRecnneMk6LoyfFLz3pMc8o+7s3ZYaNTysRX63tk2R89wPBeNrdnP9MdbK8gsFPIVOyloOLRx2GcPUaxerHDc2v+ja80VUfk7NfZeZfnkKIVWrSFaboUEeHrqFnF7lmPH8prnztXydaEQUlhDhj/7uz4dT1Crwpdn+9dBsBCazX6uHPfX+iIZXLc2EV+LfNwr+VLshxaUfaK8njWtYwP0+lV/mh0bX2MFR1J2e5y4EW9uLeQXFMRNofkZuhKK9RbffKdMgAgFvw4ocgVhFJ9jhcPdvjapBZUehHwuxqnph99ORtd1TPO3Hm/2dxW2B6j8Hmw712HrmVHKc8ItI/aKydJrWcjVtEy3w7P5Q7TV7SO4/znuket3V9QG80Bxr0WbNt2GL/u7BS74tEfqjbHOQ596vJZj9/ptl3Kp/bZ66fUXsjd9m30DDQpu+v71BGfra/Ned43vuLhuTr0WaJWQLJRQk36XR+EEfxr/dmVUHxcClmNp+ZMr2ioSup7mE66C4FAj9Jf9yjBC8/8cydI043bvqgwsMykRKlWp6sQkBrNE2t7gibDGtVlu8kR9wyn8ZtXeyUCnbMU+nsaIck+M2g6m7TrMNqCHEwf7k1Ut+7kDXR0J3cnWymgrioQWmbdLKbeq6sFtRqtnJ3oIAftDu2WdbdjqnFThuOZ4HNjUgm/ssW1cTmQunRbpbaewwBpephTzT4LZsT262k5ZUJcjeOk3M1ZnZenVBj1yd5m66n53P1LimE+yUdHPjQ6jH32E6gCIsfONUXvQj+t1eqZ0AUqvoFyekC5KlAsC7HOfOuqEJLDdT9+oOdjDPDm88hls/BJX3hxad3GeFvdv8+7YM38AIctwsEyAzxwVsy9to4HBuv22vfTHM3nrIFPunSiSfIrlwra955R8PN9cxu+Tiq+j5f7S4AJUKczAMYkDBPhjMoyWrv5zgqhBtC1azakvAJdBhxtOkfgE4z6pwOYzvRH+vF8UUVgef4YRvNbi2VxYor5jjjaJGDKZiCag675etNUOIDw/N2HtI+Tn7Aq9i8CGf/mRP+gsQuAY5TzefOc26ECdFMQrlCoWlC37ZBm8GoqDifRaB/xpj/3qS3C/TiJGi2ChIuzMBzLByv9rDh9sV2N1V/Bi/6q1e2OmWVB9TlVI1HjXVP83O9oQILWTQIDF85vs48J3FCdbjR3J4Q7ZlvktZaKxxXPdt1Gelu/eP+y96I1ciljSkbTlo4DOuk0Y8M93GA0Oo3761CQOeC6gehzecahNNyNKajPL7kjsGl+J69vro8N21Y8OHH9DpqS3K7zXhVcGyKvCV4yfsN6GBlgFugTUuxwjy/u4EzThjc/0usBfd1m//MXU8eAYxT7KnX7V9W9I8YIuJe7F0TSA03EYdH0zlwjt77swfpC37RUsyqJHGHnhccAS7b4wq3Kw/nW9mukaF/TJG5YnRUF7fKj09y0a19Q0fR2coaeHu661VkRHP14qGLfC0rZxnyjqxXoewuH6TrtVwZ1c08hejgFbPAvX3P6fP7UmD3Y1wK1Oh+r6AivLpZ8V6uej94MZzY3eOuTyQ096FjtmorBSd1+JxCCMqg7+64cMDgs0uaUuXoHQ9pdjOz8qqcUfQBQ5oleor0DgCeew/Hanp/uKA98P/DPuKHDyKhw5CMtTk8BL/+jFZg2Xb3JzPGM5JEKrU63419VRdfAy1aeDOhdjcu57Qst6+yxF2QJXmPg8wB8k2Xv+x3z2Lfr1ro/vRHL3LhWfLdzkO/DNsu5TwRKm9oO+RlnKfb9SP3Rs5YuHf3n+Xj+3q7a+ZWJofT8rPViPzPZaMWAWXdoC5K9cN4B01SYX3CtFqSE4j6rxC+ozJ4u/YXA8LltZfvsDQDlbpRxR16Rw++GpHbElRcr1GY82obiPobru818tTP4Yy+l6wE29C1b47imzJnvTq/NAhIHNaMC2Aq0PqxfjCGjiEwm0mk/+SfaVw9N9RBc1da39slEPUZElvlw0OdOGatH6wkA8POL+lXfSy/k25dAPPRsvNOFDDg6yVuGgPa/z+nofqEX9zRZ/uj1CaZ5cNXfXl/qWZ9v31/aekb0jEbrb5f3IKYCPeox9fXgItbpLmzObjoEWF3+Q/v+MBC7sw5hXWnjKu50ptMTnXe4KxWxqj4lIjabg+B2izu8DOSgAHFTE4Ci2Nve6oZCB3wc9rbmwW8ftLAa9ZiXDYWedHm/ZrtWc9J4V1r43zrbd8B2KJqMGbJVvbh5uz6PM/p9n/cK7de0l7/rALh05z41QNPYkXY16pLuougcMm2uzLpqxdPmjnao4vkNXh46NZ701HaL2v8+vqIRnBpxkeme89asCuiV3utbcksLqpY199Qx9QBCefTs2b3tEb3DevB7fMavfNX0VPsOIgbSaXJmAiBctXp2CLbPi0LrhlK3y8Kirfuq6PzowJS9Wq1o82BPKDhX1/nwuaYaIgfKSL0Kcrbxd3ky07n+FXtZOYNVHcA0LbTj9w89CP2TmLxsFrD5XH/cfD7RSdrV3UAlCDJAT8wWABPqekcPVk6OoZFYYVJ0ZJZVD3yO5yxqOmJwW1PVignz1RYCdZlOZoeVDeR75sw0QVMg5Ow7Uh1o9Od10d7z6dP+yp/X9BCNE33RtneaVr2g8moXHfRl5fguazWQyydB96qbX8f19P83O9H/63/9r/i3//bf4l/8i38BIsJ/+S//5S+6zpg8v6i4+iF7tQhK3c9JhD6BHO34q61Mk/OXRI+qGRzzZPrAkd2e/6CsfoS8xbUgOhZ7wnGv/gs8jq8RKL6QWr97JE+fFGUCsNXBodW+3mEV11XCpHz2E10guKDrinFLIzTk2eDLHsiOp3aBUhvBkjYm7MqjRRy7g3N2CBy009o/mqWSdDh4S2lktPSdo9OUDsqMSrBjnzv/9EnvEQ0XWG+OjtmKAsJ9/l61lgK/XzhaZv2+OcnIFezxAo+b4zy9bM3ZebVUYLv7fPzLgjlt7F4VVvuqYnB12LEy9PUaUSi2ewExWdHbWl4c+QttomoYOs9FBy8X+nNRVf2kUNtVezVsdaYkQTPUhgrU3/UHr9Mc4g3B81qWdURtNUfJfpbTU9Gyo04+C7fngOurqTbP0zobPxP1Si27p6NOzgB1GTob63N/ajMwrXjXME5m4eaO1UlxgwI8GZE6ObOf+n1YY+NPxUnpmoQwo6Lb7DrQZ6aANpnkUqke52O/Rkd5qV/TitXuanzHT53du3XsY6O+F4yH6A7tVwtpMvR0ko3TLHxxol2yIvTpGToX/LUa1p+uK9H2U3jaRhWuMJ/u5Z/NDhia0oRIhm6jiiON02RVTGxm/bojUPm8booWVC0did3oYmYd4Fe2fIXiUR/dyOAebZmMB/9R9x31QwNXUR7XPL7Hw17L7ZfZb6efwHP6u6p2YMbzyV/bK2p19HRfeEdO16ZudFTvnErb6Iw+eJZnw8GK0RERaDZOv/gO9S/Q7+a+vOT0Pm7sh32hBTiPx2PS19r55nBstI2kr/ltBxLz+Dxbqyfk1z+j4Y0mg9xYbfroLN+HHqd7RSXTzbSnm7hsJ8I5OPKVZqHNX7ISjufrs8y367arWxu0GMex//W3f9q/Lpzl53Tz15ca7+wjioB7Pa6JHuSanD3wK81PNGIN854vmD3BFYrAdI6pnFo9Pjadfr08yYz9DlIsdaKFMlku0nSiZhG0PW4S8Aqbg67fHGyL/pbtEO72xzQGJ2WLUMGnVSJNQe9jgiMVJXyMD36nAxLKdkiirr+3wIb0HWHMdMWUYeI1BBrVgfXxNJ5KvsSanJ5rzeBp/LnZ3f16hB6sru0T63NfH37keTM9/KmwrKY2KrOTqd0HDWF5Ck9NVFUNoT6C393lZp1v49zom3yvoL2g8UUoJvAdhp50RfU466NdvKLpnkPO9cyS1o92HMYMnX80+UKwfWQeCcucuFAMZ3AEAFV3KNI0J+flCp+fdUcvBsSEM10tAA/aePefvz324VJonsauFGDOgD+v82kwDZR3IQd6gEs6r/RTd/otfYUc1plnjaAVjp+e+xf3bnOKT4jycuFUbU4r1V5z6qp93TF5pfz61NhOSPQ2fB5b7TrSX0k7N7fDK5zljWJkn0zHkuBgV6m/nyuJLzg+7aG4LV3v0614+tPUetn/Y6CUSPr8uzpr0LnoNF+64+B07eMfHzq1u47U5Ir9/tHeT0SgEJ7rCm1eX6Zlip763tkqOn3b5nrh/4sLi/75z3/Gv/pX/wr/6T/9p7/qOt3B+os6aOPu9T8uXA9+/Xb83sj1B7fT4Z715JZUgK6KzczGVCfVPx5S9pOgPAvVuYkcndxVj0UG2hU+GaCO1NmrRWD/yvbR/Q4RyOnHWUz2ca44cIYOve14j7YF8zxYruC3wkTaqiVbCPx1H4H+DkpzGvXXMFJnCJaC6PA/KMidTOOVNUFKdggAPYPUh9LLLXlxoE/ryeVNQC9W03qrPCGTtEXoaYwKqfudjso3ABCfnNxwak3/nWP0odTDuR39gqZkje/VjWGFgiVYgOFkSG/Fnot5UMEQEXRGop+pC1qfvyQ7CQwea04dK/GJA0ZVnwJHda9PnzUKk7mvn113NpaPXGm4/P3yWi3N8OPDrD1x8wytmlO4UMLmSfCayklPRXLm38sn6fZmyHysFNHshawVuAiCNKffVo+O++f70cvNtpafT8eO64/PtRkCs/3kPw+bfj9kOLfPnJ49HXt/hwW0mnwY63xS447Gi13g1K/RYQJGGrv7CQYKohmixzGgbsm5/HSjnshkKUMBBqg5+93Y4VO3qDrlDJnh7KdN90G/eUUxugsdzgzwWPt81GX7WBwGR2cU2nEGNGTb7PwmkYORf7z+UZ522edfPaW8zt/PZ7piGSYjvgdJDrezF3Gw5VqBVRrvgd0BeyydPu9v8/mKQJbNsE+B56clLozifJjimRzHhwDCZ5RL6lkNmPeU021EcH4vnwX2tWwoUxH1ue+XtWjwBd1vRquNs6BaUU9EDDTtPcc98aiDqZ72cDVUVzk5+w79rIb//Gxc55/DRm+77MWx071KMzrv7118EmDBqVMjAMLUqYB+zRwfraG+j7z6U1/rSZf1di/38W7Or0ht5hRYbQOjFxpXeez1MNYdhe46Rjln8r14uKoKBOkFZzv3qF+LRTrgw5yICoEZejTNDXLKB5ppA/9vak/AjhPtX7v9QLM6KOGD4NXXslavB3G72Jufneqf2AMAHsXslvORL8+ckKf251hbV+d0u2ACdwBHB9bLVsrBaXcImurnfewZDuMK2Jna1JpsIu1qRt9b2j7gdYvEFi6ko3YVgEDV6orsVEAQ94XRyYc5ahD1oCeHQ7/aDwu22DOzP6R4r3aY7QNVSEOct774Q53F9cTKOLZyr6/SdByBBeZO5Uzs3SihIZqJ3CFznPous0vXTw67egNMtIy0ZneoQuqoWzGUMBqjNTtL5524bi+Whc9DAgSCw5svU2CjXVbNBqRpGO0BZg1DocFRqB2hPvXtygtHfvHpZizt2dCf39Ct9n2dg7oHO6Ppafb5oTAjtM/f/j7VZJX7+FwfHArosGFbEE7BF7QSACCgSXfzfvxCNnB7Fuvs8wvTi2uSOAp78ocMQNvzNUT45T5j51bUuj85EAk4FvCcdY5Jnv0qQw1fFAVttm2Tk3xB/dZlUCkgZtA/RXFRHevY9mi2AMXp2iObGijYDud/doNfYV5oRx4gNor+/kttwSH2TIlqWQKnrjQbqNdMIYIwd91YyGskHF5v26/Qv7AaTqM3e60I4bg/4bQ2iEw3Ged9sh5ax+u0vvu1cLkupiOef6OTrOAjcuhM/dYb81PmUe/iOUt8G2DXw+cuL766Jq55PP4f3v7Nv/k3+Df/5t/81dfpLsd5IzkhYK5a2atxFfXjrtKiXIBVu+YZBXZATtQdO/jwsl4ZfVaM6HjLOTrYCmvUfR9a2kcOrfPm8FdSsJwF7a837/NfKXsNWRpRKhBcqRvGJBkPlT4bEHEipqcWVT31hVme58rcvMgUETlKY0LRFr9TV94Vtc1E91xJQ7ETwFWxs3diSkHkmYuPCcKuKLpoJwBKCtaZH9CVx/aqoahMpmSoCf2ee9jLrM8/2P5TVw+bIFeg5RN99NaHwgszzGOTmSOCqD4mh5vr/uQI2GrtSpNWNBq0yUemE/pFcdCsFZ/OT3XDm5nxvG2cHuovaE+K1NmpPh9L9KTU1FNQoW3E24vnooZkqTu2ohNeFtiwAVjsjzE1n3ps37tDoqUJEl4EEl+M2EtHmHPgN0RK11SmN69HI+RVI/BIxnk8XhZprvsODukDTlLv8tVnn3TjgNwbHRs8909yhcZFQ7DAetkmJNZ1J46GG1yGTDJMFY3WRbgFqCbRxdIXJhOD+DgaWRT3KrYW6gZoPvUBnXKIeDJuiMywIyC4gQ6SzlXfjVuM9x28rwwBoSJ4rYQDIsPMiS4fKRB6dbI+sJgUsmmEmdGpXfpBszWnQ0idgn7mRB+Dbdk+2o3+rtDT83w5bBNBgJ39NBpKbLVLHXZfG44nQ7851ptjrt1gKKiNA59MET/2BkS+F/qpMx+uwhIqFddznJh7MTICwKW+1Bm+noXm70Snl/ahRXmtH5C+xuROkvL5kxe3uvq4I3enL9s+VPa2T73oM1xmfnhTGwszpQgt/bY8HsCSptMOCuDT+V97mumZiLATu656+v6DbMp26FVxxM/22C/piaciYYc7M0E9QD2PaVVAubquRH3sKyqu3Cy/5LRF809Rl786aQimZpwDCwpl4zC+g/FWi3kzfbqbE12f6A9bpsc/XfM1PgVG56ky30l83AsA1oky4zBvhxEPnGyaz3ryoWyYA70v9IVfRFHO16paETgYFzhRzx4x5+p8wuGH39iOTRKxeTW3p55cOSSndok4vewwYG9AIEwHatBetNHXu+lhAER9jo57dNPTayqRMJiPtB+2n+yorAjV8OYzAEdB2BnIqsaF7g/OPDOQw52kxxHRqtAAjD2mZcS2rEirldLX8FOkvg0cIHWie8FQeeC3JVD/CeCwL4/9fqq2RGPLN3R5wI4dJNS8/f7PB0sIslsQ47DKnR6kKncMkoF63B0/zYl57i5BcAZsEpO9S+IRhJv8lUyKAMJuxXBA6ntEcee0AqwMQjm8G+7O7mluEOOoAQARigfppC+N90Aud9vfJhJs5NqrUwKo7O6427tNW2dZ5vgkUYYq98DyQZNzfRAwmR5Ye82ONRB+usmktVq9lP6s2se5jItNT4jDHCOeAFL1ed181OZMVd13UKu7Rc/ycNYNdELNUmAof3I/fXagAyYH5rkhF3XTjoClAlXf51/VOtlqV8naM17Vudl1R0TqMrB9XatCHxs4xleq2ms96alp/39zyCt94tbsQZVRu+J087+u+TbI1Nw5PuZs/hMh4AF7r/RuNh+7UGAoCggRVrdOpZqsgev6xKhOaaKqECYImUwCHD1NqT9DfeEnpEnmDGChnn5+YY4rzBndZfCQevvLLPSznuA6JB/nw8i2bgv/oxTzDzrqeiRdgJVq3Z6AA8CcCfh5+z8Sif6r7X6/4x//8R8P/wCbpIHpxQsa/FKHdoVMulLofEdRABQjVBW7pyhfOchtco3r/FJip+phopTtcflMzymwNBkyNH/8V7W/9vwPrnwNDJvaropdFcRiaKCDDnDdsb6o3To+FKskHAMmmIb2k1AWEVn2nCNjZUYPdqE6HiZq6M7glvanDRJBrji7Y5892slkwpgQzHHCTecz2hWGZzf5QDSDn5UMKRq5j4wVOB2odHKHS1NcTEFzddMV1RNO4uV7sXFTbA1JAHSHfS+chOkdKRCmsNJ5M9RqwYRWJfxpbrPAAhkAKA6FQa/Tn86tGd8t5fErRtuvGHZPUXxJzwcdfEp06U6l0y/Xj6WA7t2BCgWKbpMj81VrNz/+bby8LaV0Qut/pXWL56RgEo3CN/3D8TwVsAKGn7237pCb0LRyViJ8bU6Fi76IzT80pni89ye77ZVDgOb3ptoN0Fq3J6oEmk+APReJdOWBFIgNgdTsnPZ6iLuByYE6KolJIWwyLgRzX2sP2kzFZ+YM+FqNTx3afXYES99TmBXFBoV+br4vNoc7HYJ+foy/L+O4HNr8EP2OItAKYm2bp4vjgeihA5n4pEDS8H1Ts+b6VJ9QVjPWZCoCeunbIuOSNgrXuRASudPNFx4RZEn9WrYHt/uwOdmnpyXIuJcPhaXx+1qsFSAGCwa6kMbZI7th7qsMQH3/XrE3epLR9a4jnB51jEuMmKm37Ok/bj1F1AOBtiz2Z3nUt4VP9tl+4adPejsmX5XxEK82gjlGzYyDbXoeDwKuWVun9X3SFZ66+iQPx944Sa3WIxyxkhe63nm/PDuKL41LnmTl15s5IE6XImB/waXejwFd098cLm5zsraUXXygx6lO/rtqMqmv4alQeVPs2pEfFqPyMGh3IqgXAJyCDRU+CTyoPx7Q/m7vkhSFGlCBOiDGvwTgKLaugM73vdYvJhXha+0UkHza4ts3TqXQACMzkdx5LlW19fwqgN/ucO7/QH4/Z+89n/1xO7yPp/OOs52JsW8bejbMpwKr6TxDr+hXZ8FeRkHk3ibbkbvvcnz2FJd6egEAvFD4AUDhdiKpizBmuB/UaiKEAAVN+5vHayZ5b7QBQ4+f92Pbr9jrpTRbwv5XXUInHzBGk33ouhqr9sxYagH6SaYIU3dcN6oL8Top8xjmwJ6hPW5A7DoMCEwCIj7Kdba9J6jv12rodyYbr8qOxoc0pQjM4t1T38Pb+2AIWyCBa7Gn1TGTiBWVTuhnatRmU6ZdHQApauM7TTjm8PTqJZjtMRfsa+dwmOipgu2dIQQcA9AAsyJFxgFQ4XqPTWXfq/3+5HOi2cBEQBYBOuup62Qzwt3ta0JjifEMhspmq/KQWYGNisH0CQt8trgKodmt2vtpY2z7nL13QPx5mTAUuKmV06LSWkdB2pZN6gHjrjPT2BfavaktmsPFTjf7JFDWPhtap6I4J7ue0bx9EX3cmJ/3y1kaMRidJKHpG08FdX7dznnVZho7AEeKxYvbzPuGfDE4TO26mHSoMwfh8S6AxMNwfmjb/QXOqkE9OMZfpzXR9MEKL/BK4z6BBAQgAiARqANaGqhFGqtDuxlbPm+bIoGPNmcLmZ4eyr6rV8C8trgIdLrWR62PYVs3TwcMuFjPQApTsMOLrIuw6xTHLtUpA91oEeV4wNRKmbPHzzrFuWMfQiC/1P7mRAfwH//jf8Tvv//e//3Lf/kvARgi4cx5+6Xw41N7RtQcFP3doohFP1r8/wStCbNDcVEd0dFTowsBq/bjQ+Pm/AjdOPH0ib+guPXXm/b/TfcfrfrGLi7egkyux/aOyBXDrsT7x12wu9O4pZi86IO+EM8qYgKfARUTktH1Nu4piASBInZmPUeEA+4DC9DmYNFGgWDR9rbRE9QRHBN7LzXl2jY0qgAEkEZtQmNmBg2W/0AMkplbzqhllBlCDBJCoIQo9ndHZTTUqs4G3nGOn/co7ohOHH7a+b6BzJHzpwuQP9dpYx13HIbT3oTtHKX8egz8qd+YeQT/uhbPG9gHm3l7xhlneQ7sfNTm7ab9zpg3/ZNT6INrPR0bAhDWL/flun+nQi0hoqHeukI9Dv5QRB8SSFWhT44cV9R9LdRG//B0UUYvwnL6qsvGk3wYnKUvOteeRdyhMKWkEtuaO3IWAl0dbI6USS5r3RHbtaDd8c3MEGFb1zMyHK5THxRYgQZC5GBoyMDgnEx2tXcwy8VawazI2TwDHIeCp27oHtw03Zq0711qmeIkjqJpAb7mUE/BjStFvzKbc6k9fWIGqoKbUeWycOiUBArNc+BuA/GC02QGCZEZ+s0JECQ4Gt+8EhIjAsxYp/4EjJzaW/N16Aa5undAQaAgUFhmU+NGV7XAADdH+RQ0IgrmbOivxsKfLNKDIO2e9g4rSBzZ4VlAJGT9hTnU1bs2u1vt0gxh6Ub/bPkQDQOHCMBeLlN7QUDRikL1ENzbTmmYPHtz2l3ORbgAH2ObO6U2mT0cDF32fST36kfVOA43w2lEnlorZqwKe1/NidGWLRGSHLMyjqi9SYdAo6fpV395+8b1C9+3mKwMCDE9P/vw0J8678Wv0ilrpH99PUpi0bSrL54++szp+VU1evsgS3JcyGTX/jjOmy7r9SgXu15L5mDsxly3wV937lqrG/Vtmn8izAFfZqhENG+mkhmKzEc3fqkKkIyCpwSI942ZwMLY7612AT3pnn95duf0JCH6E/kaIBzR+XqUCJ0eyimaPnrtr7qnXkfhxbeH+5w/v/7r+pt96sB2YYQc7YSxZhqiLr7IWGvnKgCcjfs5qI3JluygkLmrR91kHPrqvtavuVuqrQ8miEgBCUAn8qa2X5izVoRNh2ZB9YxWEgG4mgOH3FFJjCoMJtsbhMzBAzaUbCVCqhbQFSYE3zdJxBO4yIEe1qqOLnW9Bw0hP3SSqhUkAvF6Ts1SZQJIG2WY7bMUnDrGbZ7gOg17WmwhQ1E7OXgPz1MQW48gVBY0pFEAgGhjGTkgQQEW7wc5zJ461QaRQrxf3N69P46c9hTqGwVMApg477ZTA7TYnNOx5zbVUhSYKBOJbR7s2LszProDWJTGHhCCzQEm6GT3s5gtGdn6Rm0OQcEcwC4ziXnwtkswXwCxAa6IsUSgrTnufTbEemDTnYQdOOCUbOIKojqwCSQWiJyc7ADM36+WtdPmr3XDkbc+v8y+Z8iMSJ4pcWs16qAz3UdHfPi7mv0kfmiFGoUMf43EoevITVlon583eJ3PqYefIKBu5z28PUr1eXPtj8l9jjVdFK67F7cxwkEnpxNQ6eNd/LkdiovOtn5b0ld6yuF8oIB+OcHqADojr0HhAd6nkSGeajyd5sB5W5DYr/mlRsNx3tTywXhktnQgo/LpDvEe4CJkwGWIjVUFI6JCiJEo+OtrHC48ZeHS1H9HXqO9Z/g/AXM2YDAA9TksWrrcnOe1Tq+Ku60tPhyfjUffEY8jPP1RS3mpE8x7ZQxGLdOKM6PUQ02nw3kxHNZt82l93a9qTB0o+uU5+DcnOoB//+//Pf73//7f/d///J//83jAPGEm/lv6QKkCMPEJHlEW7bc2gV4Wn5xa7I4EaxKGcPysPaUxnLjQWjs7xvt5p4jiX9raELwsFvVP1Vr4uyN0TlykQKc7ISZH96mnOgHiBs445/ieDUDxejM4fHwxZgpDhyo32pNusiCzKabRFYgkDA0y6AKa49w5D1XJlApmRKv+A8ea9N5Hyl2gK5oSbFzivqf2fiszUgsSBEFyRYSj83qStNoz5pwhU4qoS+rajfwoACR0rjoCfYjGVQCJp4CTC7/QnFuq4HihvPj73bth5O+SyFEsw03XxkThWicR+LP0r4tWJ57Ur7Zzevqlu74J/a/04QOO3LZRXl2rnPvc1jeLGfVPATI6/NAPusfunNPHJ86PLxZUPijRrhzYxLfP17CA4KjxX5RPffyuxpsIJLHP28vvu+PsJDdpzLj5XqazDrn9obP/9CULm/IbG0XRmNENd1r11FNie4ZGAh5MDqQIRGHEFCBRQFS6oxgsYJIRDCML8CV3XDMM7WJp7m3o7K4VCirGO6JUwDFBQu4KuzkZAoTseYTInIfOYycsiGrGKMhSefv6bPcOgtpkDRvtSQwMYatyz+wGLkyhIvh24HJT3eAKBA9WMCQS2AtJs/NiSnSjUQQiCl6jGaTiNChMkOBOyBB9vyCX2YIlr44wN4McEsFukDMFpAiQ6Bg/l71EARQcicEC4WRobuau0BMKCE7H5vtXDA3xbRJdhEAS+jMgRzBbcIG9/xwEAunKtNVACZAgNk/nLU4BAh+Clh0Ru0/pnPYgANxhflobQsGptszp9hLl6wY+uXFOFNE3Sdj66MGbk5P0VTPRSi8tw6/RdrTsC59jNMlxYhs3tqDqOZApIXQHrDkjmg5p6byXwYinPpKvUUbwIpTVpcCzQah+7enD/j6HDlarPgU3rlpz9A+b0J/lC+j0v6y45Sim/mHTCgWh7k0mXmSS6eQs74EtGzMGAKc5/JVuHh2dTVeGcVzLCC721Gk2eVPU5Genem7IOcKUYmrnxhC7w+Vc6+ar7Yu2YG8N9dX6L9DjXG6/x3igQmN+noPAGNJXVo7qbA+cH5Jcdn/8FFff8gmIUCY75ldIKdWLJBOZ3Axnu8+pGed1FnigmfePFCbr0PMT0HB6vTqbajmcd7BZVCG0mIwJARymgCsD5OAhdkcwuVMbrAgtiOfOVHN8MiiYwy3AncKkKGSObHNKRgSyZ2+MI5BoezuajePO2snBomwOawUhobr5xoDro0azbftfZEecU3PSKSQEo6AhdifqxB/NgAajbahgBBi6vL8emC4g/sitPsms9bHa8weLqgNsgWoWRqXqDmZFFdNJKhcIm4NbyPYBlhHs4KaUuFwgWIaPzTHxPhFSiEOGNF0z52YGgnLq+nDTr0IQ/J4CgjR6TqunEZPpEBwCglAPrCvMv06kkBSw17bf2r7UsrWZgEpej4XtGKiPV6ObQMRIgTDwlenJESIBMr0bJrJAvduOTAwFjwxHJoDDcHRPXC5D5WxzSLoNCGIEIYgoogNF+vbc1QUPsJxlyuTsRJAjAKu9OxZfE/7MbLQnvyyafV1eyjV3gEIBCHtg8+I4IpT94XqNGLXopT5l4ysNUEPouiEABDnmiz915+KzVzQhzIOke2RIMZIIVGy9jo3s+ZnuW8EXoQ5+bZN7h4DJcH2cHsSd1fN7Ph9ycY/wBb2s9+f0dySMrBN/17+JjblOINUmb6RRBQRGTCZPIhQJwI2T2U4gLBztGlAEkg76id6Bw+s5zLFZnjzBZ6Yxef3Mo1jwdJOLgTM/02k8WjCOGOrAzRFgmn2Rz3tsBwo91V+ZDBUicJj3fT09/9ebfBGJ/zcnOoCcM3777bfDv9bmjRUAkG7j9ychPCnVeoo0nSbZweijIXRyfDZI5rka3EH8kdlCoNMGMPVzpoU4pU3wRZ+8BwAmBPtHxu/UDhyOBECeC0C+wv1+VIV3HHOxcrV0CWI67HGkoqeA2eIlNAQAkyAIQ/yDOC3iHkvolbAnChN/H4e+HPi1LwR1raZUNbQGEUgApgCVCCUyJY0FokAIplQQqTvRTKHLTo9QPaKsrVhEMA700J0zarQuIiCq9jwSABYEYgRPzzR/FiG4U4WYIIFNmQkEEUwVphUiAk7Z0zK5p/+sKSBGNlQlS49oUgqIQV6+cyHj6CUQUmhKt0zRUBP65PdvgjZIAHM4GEaPxo3YUKcyhCwkgkLsKYVNOB8dtp+3OZ3yKy1MStNnzoEvOecvHAWtJeHhsDkN91NN4uZYanN6pqnwcyWm4WxXPWRqwP3asD3/RaYJfdkJcOWUOY9HFHFUVERFK5Br8+KjNsVZLjJt2leen9CcloQDlYyelIf2TmeZWPdz6qi60fo89yd7DzFPqc0uB9DOIzPMmNT1azKO0oOOdLx+iuZEp5RBJCDJrqMRJCdzDIO6X8kASOZYD0yABAgNmc0MUBKwmBEUycYxL7E7GcwHrm6sheG8dFlpfl+GBkZIASrmQGRikDJEARCjBjOwKTSjS4HFFEezmyJIBRIEIgFgT8WlNh8H2lcJUAlAjnacg56sXgSDEjnags3AFAGR2vOKodZDXrEEgClZQCJGiDhSThta0YIPFMSyAEQRBJCcTBa6HGo6xZoTgGbwTnKhvUZ/MQRDzNkkSpYBRB6UzBEiFpAwg9QN6tsCkhEQtmJBLT1eeyBeHEmGEABhMO99Gom4oc+OrpURCGqfK3ngTRUcnoNOlNIx4DQZFC9bT6c2pH+OAbxEc2B1g3Y2QtD79NTckNEZZXM6LDn6X/hF0OzUdPo/B38eN2QaOpF7MM1lPo2TQ7DvdRqLwc/9rBdxGNUPZuQ7tWMVGDSOOo0ReQev+t/GQvt9D8Yoxrm9uNXJITinvp8bT46KS+bDTwIfRIQs+dO9WKtC62ZOmfN3PvwKBccEAnvAjMe6Yvb59vpOH2VeVm01GOxZ21wK7vwITB2gYXvJ6FwPfLnwJWhfX8MROOvsAYdibH+hgfhha0AFnxOMavLqQBviz+PjEi6+G11s9s0wfo9HNJTo8Vn+emT9eGdBIhKPnJiG0u1iVgc29KAH6pnq5XgHItsjzdQYX0pbO6oIE2quO68mdXQI/yH7m13wctY5b7uEYEFrVbTCmIDp6RSy1QSBOmjGwTdi+6VIBPICEgPWsAgIFpyjKA7eiQAJCpLZKyxuNywAmROkxmDrw9g9sHgwhYNRwIEZyW3WFBgIEYEsAG77vqABVMWd3czDMSpo60QNlMMM2itYgaAV0ff5mKOvZwuNETxMJrauolPWGfJWsKB4pq85xsOsd4aA0Oe2ZdsatZ3JDeXQyjwZsCeyOZFBUFFEW8kQMse27Vu295noEQec2L5OkpAke6DDaGhyXNxhzIPqkwkhCSRa4IDclguOUk0ELKFlBZu8DhL6HCRmBAkQCR1coCmbzkLA27Ie9P8gAiFCmKlsfOWkbNQ+wgkcgBQTSNjoYwiQxP4GLJDRgg/E2guxM4npLep6f19Dw/ELrjZvMYK4FJoe4D4WTlBhcM6QKKiecddW+Mi4dN80AWXOeOse9ob+vt4P7LAj5c65aTn6Rq5AktT8BsOzb/vSfMyy9GxJyxQY3z2c8kur+Qb4E0d4e25gyJS2p7UtvZzAjR/6eIZaY3+q64BTJ8+B+W5vfdDNv0Tiz/thM2V5tu0mCtqehXp9pcs951e2WJO2iugdiSB3bFdgL9BSQSjgakEeIxOxQBu5tz2AELqfx9ZMECA2JDpFC+i54a1VEV33saQjmnpjLQojCnUn9ioRwsF8hU3uNSNwbEr9GvP2dNV6rcNp0JbwbO+2fZ5IQE2v6Q7wSZ8/DzoFNPDoZxDxr8Dznh3xf3n7mxP9g1ZbpP/gIJ0UotOLHhPIfgjj4MyeF+gxWjLakp8NnisuQfnAgX9u/UgOvf8SY1fyQCeE7HztaP1sSGBLH3o9TWfx1IQo0ViMAPDmgYjr6s3tca4n+adpJCcfBMBPAtOWujtz99147UJADiuCK1WLP3cMjCCWSmLUKWqbHVsqW+TodDhj/Koq9vvd+Whf9JcC0GWCIGpAgmCJyTbFkJBiQuIF4oKVOSAKwNGFTxB3eptlFoJAyVQ5Qz40x2U15xSaEh2QvBiUNPQQEaIkSIxuGDAiJ6cWYIiXMJSGsCNCXhIoRAgnkEQEiiCxDEgSQhDpqFUi4Js/2+H9TOPTEghFCCm3YwkpJNDhxTaHnqHpmSLUFW4S8srnYwM3n4MpHIbcMERNy0AgTofXdC7g9fTqCKC6dccqzbQYV6iii3Ys5nKaJn+B8XgRbD78Ub5AM6PF0shzkN6HSMmLhKJvksTsKedDMQXQdxNLU5+ue7VhfRCAIJHDGAQOKKWA2NNkpTk9gBDNQZfPG/KL9tjrUFaZL+XJvj0wp5M1B++hj/Pz6QgydsVUj1OBhT9QEI9p8KkhAN1XRmrFZdgpQFpjV54VcEe6o3pEzLgWhoTgBikhcrTgFAFJVmjKCMyoZPIsMoM5QFnAUHAEqog7d7ytGcIBOUcowTM+LMiiFLAEN8GoZXi4cy5Ef0b1V2f0UAEmXw39zKgsECErnkNmKATPGKlBwZIBaenAEYkDMlkQjVkQA/dsdhKGUkBlc8Yri6VAizsve9UwM7cBgEOCxIRAVqwNzOZsEEHOLmu5GqXQKuZ3hnn6WQghkiu+iojodBEwFLoI4IhqIkGMAKdoPPUxIAXLuuEQPB3c9iKWAKhnIAEIWbDEpU/ElN2xxhENxB6oIbndES6MkMQDoxmBGMkD9oHN0G5znkjB8Up5Ntkqkg7rJoQpw8jlBLNYsMKdk6+WpYhcGy7L4vd3SjEWcLLMEA58rJfhTT9AnbQ1dRXI08c2HGjn716u2tlwO8oG9j1ozoCLJ8U/OMpwpnE5ONRPEJ4cArKPZVEL8mu1AI7CAjWBh35UL3VWDP1IB5c2C0G9MFU+1N7QLqdF5DC03YgDLukAqfVhHHb8/ouGad9jr+7QnY5W2DikF8ghd6pxyjD5IyBEkBiIAO6QOnT+fIku158fZnaotN+aDsFElp3TjxUDyrTLkGWxhBDAHlgBMyhlp9witLR0dXTucKhcz81n6sjP+MinczHmfAvINQfzsM0Jie1znfWKSzul6UiN+uy5JgL1wM2zPfBRdkZfOy+fbXwukKcMvJneZVd4rQ/uMgy4cCR1lcd+YSHPMPL+xrF+LEdEba/A6b20wWwZedMaokl/2vXF89UN3lHb51QRHegCmF4fg5G9hZCALFAREAIIiizRywKxOzQMDR1CMnCIBwaJm4ObLbtGGIkt6ynQA5lhGVJidkJypHhaGN9CcAS3cfwGCIQZyfVlYkYU34aZkEDYfFhKRzEziAVLjF5I2fYfkIKKgXyUnSu4OXHEdJAgAZQDKjvXbncIMRYFmM2ZH8l1HyEIWd2YbKnAqFBzoodkfTGuNGRUxGj2liFKBTnYHdpOKhLQMnPZM8AIDoBjdmo4oKNQGYBYpq85/qnPkx6I8bm5ritSikCKCBzwFhfbT5gQOBsQii1oToGxa0VmQEUgKSBmp3WQZLVlPBMvcLR1RXBKTHLHd7AAOREKF6+3Y5QwzAKOwBLfkMRsKYqCEAUiDEkBGmGO+3UFCOCUQCyoUHOWx2QZBS2YQ0ZzF12h0UB9zyEwOGbLgGi8+mz3CUGQYkIQRgjRjpFW+2rSFVwnfrKK6u4OYnnagynGfp0GVLD59PFm9rJI4em8kNJhrRMBvFi241Nf2k82MItIAFG0AEZ7lPpA9tpv83ZBACgGQy+7zvC8g33sRD9S/fscfdIDZtu+Wfcus06O73bsV7nQW9taIIRsrwj9HTHggZ8WqBj0QLZKz+3Ve0wvGCcOo+Z6bCPjnb1Olpxh9RPgJgdDkcLIkufm3FcgiDvF2fYjo91yfxTF7ggHDT8goYFh9PBkVdWZFeyc5OAecd9KCHQECWMEW+C6UWsnLXf4vl+A0SzrYXzXMXf+M6Tc6X2aDjC/AxFBKTskv3k2ssCKj17USPlgDV5mSjYmgXHU0yH1i8VF/490ov/pT3/CP/zDP+Af/uEfAAD//b//d/zDP/wD/sf/+B+/dJ3qL4tjU84/VkTr3hDDhFLUF861s6hxHUIVnCwtKzQD9CDUzNGqp1R9Ca9e3aW5MV3s4jyia4FZt+NkLTugdRRJ+KV2jGOLpyT/SmNecHgaBc7PG1IAwol3d/6eYMgFQo/eKQG58dsyEDzyD0zKCwDJYs723HiyFJxecERVSzO8iliTo91kCQb0YkKKhEjVlAkhZOe0DU2YBUFKASoBMWYwKzQmU3CDzdMYqRti7KdJiLBygAxhBQWFZQnZ35HMARM4IpBFaqMbEyEIckiWBuiGqDLBSXwRQjYUi0R3NDniVRiI5sgLKSBwQGAanGzzO52EdMeYN+PeudqCe3KI85DALJbauG9gnrhdCSNSScCSTNiP9LMhsG1on4ulNV76V83Sr5sDQoyH65NQ7UeK1jk1LqT8JYonu/D1x8xHheTjzJG2ERtVwW/hOxInaKlInLDEtW/CNI1NN3D7K3lOv6+PhxdI+zXl6PAs4I50aEigVlgkBLF0x562+bGM3kv14KjLigt5WGt1Z6MXeQnhVNTUjIvG/ze/W2Y+BI64pbr63JfAHWzT7ONZiQTQjRUABxon86GEg0+MiLErIPNEIIKS2NqMwdOHzbTjmMDChrri6OAoU7JizkAYqKfoDgElS39vzvHI1JEejcbEglEeGCUC59XRXAQBI61mIKFYEJIghoQgQQLM0UACSPDip6ZqVkeDgxlrsrTQ6vIzpjczLphBwZyWKSTkmBDZHGsUI9SR9MQRlDNitOABc+jI2xrZjbw38JIhUOeEtXcQsiAnscCbBDdWDWkvDHAwZB8TsEbCcstG90IE4YQeMRWTtySMwGoOmBDc8c+IeYWs38zZHwKyREtVZ0e4EpBjAIkZoyEQOH5DITLnmgdBiSLgAQpmAklEjBk52J6jISCtNygBa4yQwODEno3kL/vKiJRBO8Kx0cZYAASAvYckWJdvqFqROIBqHcXS23TBMTPncJ8JaR05uk4UTM67xWHp33SgaPioRSZUeTacntvX5dSBbZOcK59hFEnNzmmBj/LjZGTaHpvcqHvcH0PmEw0DSgRrDB2Dd/eMluh86wRC9P0ryryXFtdFMRwCZHtX0x3PiNu2A39oPLu8nKWh5Ffc6vgUNfRZ21+AKcbNI9CcCNXkTzmDPNiCmJJtn+A1+BgaNLIUQ5hyCJ6J4P3HRUFynDLQ/Ot989oALtCFzVEYgq2/oIpGZdqKNofbCPzmZAjKdm8JES0XDyzjXVF4EZR4Mc7V6r48UbhdNbY9ZnbeNQdLFDgH1qxTFMuqBEbW7bYf+teOnh015ylher2BIg5ddxqV62Z75Efrvk6F0wIHt+fs7/NZM5cvNWc60PfydhKReDZrP9h0U5CPn3231YKt7E2jRRQe/Z314Ea5NckG8XnUqEzOTg47KAMtg0KNWzaKZXqCTGexGh4BIQliyCAJCDFCwmI/hUBqDhqVZE7yECyzKsbujFnDiii2nxmXNhDFsltZgu3H1cY4se3RS2CkYAjoECPWnCC+R/9fy4L1FiGwdH8SBXP2ITHqoLbChNiQ6nkBiCEpg5PYs/SsJrN/cohgsoBwzgFBos0pJssca3YMEyILVrbgu4CMOzoQEpnDHTEicDQHfWBHhy6Q6HzdnrHGxAiRQcECEOzv0sAMAZwsSCZCoMhdp2SuXbcj8ho1CrA7y4TFzCwye5HNMLKCqrBM0JgXk1nRbLUoDoriMAK7TAghuWbPQE6gnJDF0OxJLEjS9VSeZDwH15sIILG93OduTBHkKPJAwJIiUhAEMfs1Jh/rmJBCRF5WpBwgKQGBkZYEXVoA0f6xmA5iy4LxLWRIDIhi96lkdkSQaE5Kd8CFpi97Ntz3tz+YXZC+2ffrDUjc61bZvAJAYdrH3GBujnrXuYnQ9SDzyxIoW78HXQnmqxyFi++BFOfg9Hivx88m+QCYnf1CZ4nSaHFMdhExQrjYh3tNpOm+js4hZqtZ5CuPPWAFDN3slfRlpqfg+YECiBnMYyAiJwSyuVpdLz9ecDzXrzWd5K/1q5biunbsz3XsKK7VvFd7iVwH52V+fml+oCm428cVADM0RVBOMEvbskHz2w3sBY8FwFtirEGw5GQI9JSAACxi+mVKBsCIaXW/kYBhgc0kJk9bJhz8/UlgLDEbsGty/d8CPNOY+vHsIcAZE8gsJssDI3mW3Nr8XimOeTD5QNipZ865VEzxsM9LbEGi6Jk1DSBgAcaqOyisiOs3B2VcvLjTZwRCRcsWoY/PcV3RfEKjzhll+TLl2/+RTvT/9t/+G/7+7/8ef//3fw8A+Hf/7t/h7//+7/Ef/sN/+KXrdEcGLtAdJ5qQ6Rv74ROWRVD2Z2Ww/1lr33TDJJiD8IjYTOfaeiSsSZ5oE2qtqBd5szQvklOxK1xFdT56LOKvO/j6PYbMsmIOxovO/9TTr1RAom3E5MVrOB6oYXoJODVncUNWk6dLC1UEIkRq/LPDWSjB0Aq3den7ZPj2BgCIIZ9SiE5C9tREDOURXNkIrtSE6Hy7AJa8OhKEgSSu3DGWNJQL9XRIOFJiqYpMap85woACmxMwiKEzJILJleUgSFAkGH8yB0YIizmp1wRJyZSkEKxytCggVrE+ucJNEkAwZVlyNNoEJsjS0AUMkFhaYwpIRIZ7U2D2CMbJgG1FnBq9ixkwcRh3HvCIwlis4mlHFikU0TXQG4/NDYA5zZl9oyOE25spDjQJW9Zn3supmWI5HBGmjFygjb7Yru40Fyh9Ln7ZnoUOPw99nHxWqkA8Ky0vOrLEDAQz4rVWBLIgiERDNYPQA2CHIqpaO490cy51GisiIF4VF/2ag0WbAHElU6JYlkNDXXm+29U4vLigFx+phlI4naa7cxQvi62pECdFrLsFerZMmfjdmyxNcS7QNj0x2ZzOff4Ajeak/U3sdQ5gzp+wmPOHUnbFnpAntL7RIA053vhb2VHURsUdABBuOSFFQYgL0i2CSUCRwIkR4gIi8RRdIMVg6Da2d09qqCxOAeQOJwBekFOww5A/KRFoSYhR3Jgzzm4O7Pm8hBQyiG0+RfY0Q2a7PgIQnUdTrIAnJJlDICYszAic8LbeugazREXkgLCsyClhCQFdh3K5HNcVtP4BKWaXXYSY7GdyuoIUV0hebNybCyQysphhyiKgQIhZIJEgYcgkhnGJiyORw7KAORqDGjMCWREtEkZc3gxplbLpCSk4dUwALwmdRoNDR41Q2cHpO0gESQLC8g2spohWcSQOCYwRyOQZrwksQMrZDK3sRhMzxHnbkRuVjct3T71u6eJNNFrAULoXzGxrv1aw69Yo4CV35Tmu36wQ7LQWrkyzw2fNaURAlBsARWAgpTcz+hraCEBFGWe+kL1df2rK+9l2fYVgnnp3/JOwl+2gZEsMNhe4odBboHky3EOcgpGEyFb7hM273Z22TUcCMHHxEsj1mDex/TzEiBgEpRKYkzn85rHw81SCyw7LRCRy3fQCiMEetLgcBZcrIcUv84QeDXgzsr/cVC/nyuE9x0avqIiejVS1QryAoqrRzlF0xC1ZpgdFo60Tp3hotRBw0cPzeCyy9N+DO79U1RxLU4CCfd9Qf1+qatQUbBlwIUSUWqwQYWhF92yv07YEPGgcPPPxAAG8QsXzkRdX6/4LYSFzbnDj/O0UeOiBv15gsDlYiKD7jttVrRoA+6x7++WesmjH3S+ex/aQfd8n3YoO68o7dHHu7Lii6f/PdzxkE7hOFyj0OX+4jT4O11D/goTB03cEQkgrKsoANEwZk3Oq2jmbRb1PRC+M9FoBWcEgJIY5WJfFwSbSqb2s5khCSBExJcsyi8lsL1JbF4GcDq0gkRccjQT483MSk11xAZigVEEcEAGI1/AIQRG9yDY7/UkQ8rpINrdDCP1eRAIKDK0uv1Vwi9EoU4BeFFSimOM3CEKweh1CjLswlmz0XpxMr7i5HS0x4VsMhkBeM/LtGwg7FncohmAI5hW25wmx7ecgxMBIKSJIQBJ3TkNxy9EyfyWCYwBHAUvA6j8p2NoIbOCsvCyWYcdioP5otlcIDBJgjc6zvrRAN0OSOTFNJdz4cBQAAQAASURBVGyYVsuGtgwwRhBgEbN93nL2sRbckljGrThAxDPPLGh4gxBDlsXATTBbTBVAtMB0csq8KITkY2eBJQuUyJqQaLVMBYlICUAwJ1+UZIjWYDQTgYEcGGu64ZZXEBHW2w1YFkg2fUZIUGIERZubHGVkuYGQhSCyGCURASQJFAMiJxvrGNw4t32QGSCOECbE22KOdsmIEpFyBscMSoKYIxiKJeZnGkS3A7cTHQslD4jGRqFHyLfXmbS2gM/+IuqO1lfHNHDPfibs/6Rp3SEiyC+C2c12ikyQFOAsO5YhrApK0WFB3PW2czbx+VmMgvb4PHFGLTP3bKzAwey1wIPyhRm6bZf+zfByf7h69mrZDv7PgkG29xpxgCJE0wU4elTKHgLHnZ6g+/tlUXE7ksa5H7QdhG3f0GLOMSTzuXAbrxYaJ7ASKGTXnY0dQhhILJC0gKPZGw3UmEiQWPC23MAxWfYaEQIZf0KSZOA510la74NnF1rQhXqBzihGizqcIy1z2IoACwSsjEWci52C1XqYGucMtFo/zYHebAkiJPFqF/2d0qi5AnJAFRCz+dEsq8WzHz1DitcV4bYa7dVFBjvhWWdVYssmasec9NUWxDEAZrPl6/CtqxoV2Rfa/5FO9H/9r/+1GSOnf//5P//nv+h6EuSAVPBPn47jQIfUhlrVDapX13Vj0J16rQgikaV190KJrcCd+1o8g/6Qegm0gkAeHZ3TZfoNEyDi6azHTr0UwIDTOZyUPUmvjz+1Q9oLjX4Hvla8LbIaTp/ZWR8KMlVAFhsgdfQNjejS3JJv1ujcsr55kDk7ghs6TTCsi2B9i0ghgtPaHYTFlcA1pKcABoXgKcRXg2LvU77/bk4hBKNZyRFJMpAW3IIVn6CUkYXBKSGmgLQujii0PmrMkEiglEzBE0JIAXQzZVkCm9M8M6qIpT0zwHyDSoEmKyCaoiDGiJy+o6IgxzfnqRP8xjcwMTLEU+QCVo645YzACcjfkNYVnN4QyYqTZsm4vQlCYERRc9AFS5lUNt5g4MJojYOKgEgRHeHZ3kWdi1IGS8VEfDsR9zSjyc8pDVVGlkJLMP75uJiROM/RyC/XrM0ROiCYOSVQnlDyL9pALpwuPpfBBo7BGAD6mIy20z0kcOc2BhHu5ehwJwL2z5hcOmoluNFKIMwOJxM8uaeRDSdRv4Ru3Smz6cW28hdlrwDJDWFmNueFAkqKFKNxMMKoXITIURufKzrMBFYb5ydEBEYAgyX24ENPz+8ItXFemn7vKB5Px+VgxS7nwqc0/Wt/dyOeLIimQpBgDmTylPHS6gm0KVCNa7jAs69hCmpP3YvZ0NMwJx+YEZPReAUJ0JANlczREFJk1dmNciBDkyHZKUZ8W7jzqK/ZKEl+W5IFyxCwOv0GgwxJzoIgNxTY/AxhQYhilDQhgfI3u1fKiEtCNoFkKCpZETiDoEbTkozKgxAQQsaaEihmxLACxBbAjNGeb8mQGBFhgb6GaSOCOc+CKabViSDJU45DSJCUgVt2dF1FDBEhmhIYVEHrt17sK4eA7KmRDEP7QZIFALQ6H3o0dGlc7ToenJMlg9KbOWlYURVY18Wc0ukbgpgiDdBAiLkTP2ejf4lBkNJqOkHOkGgG+G/ZCqUSm3MwBMtWihxNP+AIioLIb5CYbG9khjZKmLgiLLkbXkRORcKEtz/cgBQmBx+MCoNGrQEiQb69YdfNnu+2WACFJgPG2+40T2fDpdHBVPWSmWQIPAoRgY2jNeeIpSm5qh8WO56ufKBeOJ/Sg0LzF6e+9YC8KzLkQcKWbgsCtvro/ZlrYJAj6kw2NKOGe9kWK5bKB27efj4LGrenqs0ZsCFGR+csGDXzcwMwyg0CNL51ej7A9lk+BYtppgGK16mzJNzHZdPrIo1EVpfj1T7aAlIftUeppwygF837kia0X8b0nESIIY9xYSByAIeIwAtIrAAyJuTy4PE+Ftp+lAfipPu2ArkEc64gCHII5jxz2QK1PWfJEcoBawjQauXTQgjTPFQbE1mB0IoGCur07g+PXUb9n7nfx1oB1GvNfLkFQQomuwzn4FkRHigzWrcmPz2wLtIp4wYdjByAMs2pfXZftGOBj0EIR8rJD7JKXlyi9R04FlcXAlKpPTAkrle3bLdW7wEAah20RiEO+RzPukdISBJBygAqHnvp7/PQ2Ap2IhzlUlGgMMwBffWI1TKCU8wQCVCyzLp1SaAcESNDFkbIC4IkS6BKxgXeUKzKAOcbkAVrjgiBkG83oxiLVnA6tUxUYeC2QsRtCglICKjBgnQ9A02MPzsnpz8hmJMTRoUiwRzUEgXKdh0D90R8ywlOZIZIwOL72O9NtwiEvZSecXVbFnA0kE7lhqQ1nWXJEWFdICm5rVeQPUh8iwsWEWRiJGFkMIQiUjAKlPh2gwRCfstIISJGs80M2S/g9TtyTPiWA77HxWR6SAgwHYtDhnqmGoKY/RXFi5ECrBFLSMh5se/ZgRWr1zAhwlYAiouhNsOtzzOOEcmp1pYlWFDbA4YxNVpKAWfTlSTYGJPCssRCNmd0sDpYYIES4y01+hNz7gkzSAmlqgUOemAggxKD42q0dcKWRRMIaTHHpQiwphWZxbICxZxWtHxDlgSixcynlEBLALLR1Uk2PUpWMTCcgy44GJVMyN53JmBxfckL30IBSMJtvSFywC0J4mq0NrcUTb+LZHowgDUux/2HDJQiIqiVDkuZAoMkIC0ucwQIl6vyRWu11K4ySg6LumUAmLzR4tkKQ7kahxqqDCEmVIgHPY5ZW01GatWO0m7Zcqro3PWA/VjjMp/9ROH23F8cxulcN0TchuRG/aF0AAj4l8fr6dedkrWUPiYcqBcON4Bc2+vH1XrRYIKxKrTPG92WMLaTD4fJ9MKvArTatQIZMKe9SwoJ6vUrajFQ7abm7CWyXdKyCh0MwQyI4nsULJQQnD7JbLfoukXwrFELfeToKPJ1xW+L01umBYEZS6/F5Dq93JAl9cD2DIogB1LktAIw3TsFs/+iBAcnwChRnkASaAkiiDFf1qnp+n4LxsAApXCb3KY2ua48+RlLBTj4/jz0M8uO+eT99Hngx3dfjNWxuPY3fq39H+lE/6duhLlQ3OwQngyYasVxZic6AShlCKKmXLbXw0zgtze/FqFqBbNijWYonl/k5pzObUGnaeK3QEFzeM3tTCkijryqVbsSfNX04ZzmzMC+ObK7KfTXJ31Up/rM6/WazuVlDPTwa63358lOZP1TNXQhHKl9uApjFXMENbT4GhJuKeAtWap44uSFF7yvjactBDBVQH3xg5DEUnSaga6AIWNTutw4JTBy/GZojXiDiODv8g3J0+MDB8TEhpRiE5QxRUtJFICz2Ge3xZjGYsRCAUuKoOiRSEdMUGQEEqSckeMCJIsoKgMhv5mCna1AIOeM9XZD4IjIRifAtALJuRVjsuJuQSCLOZiWuOLGCTmt5uCXiKLmrGOxVMcYCbLckNLkpNh3Q+1Nr1Rhn+eW5k+GwujprJ0mg9zZaO+uqDpS1S/uHkoBOSUNG7d9MGUXxPbTaQ7AQ7mS0PCnrxu5sl61WgpsSuaM/USQz4b5PG/TEqFVR4T2BU8wcHKon64bwrThqPEiR6dz+Kgw2nSKb9LFuNBhPIbtHkzABpMnTQFthnPjHeTAT2nfzze6QNB9ksa3hhUhJXOqwZxsEoxTEbxA4jGg+KpFYSzLDRwmGp5To2CfWxotoaLg5g4a8kAl0RjrJRjKft/3nsq374OT3zhOPcpNA4nXZGXKMoo1Ap3z1moQkDliCcjJlJsgjkpVK0InMIeVeeO6986VbENd5RAASsgpOnLHslkkJsRkDkpiBvLNaFhyBskNFp0PSGwIIyZG3YzmS5YVxISqjJtTEcQUkCJB04K8ZMRWJA/o9RY4uCwLhoRPjtQEC6pUMzglG8pziaieuk4wRHWMqxm1IUOEwOEGoYRIhGVdkBEtXZJSp67gEMEpg6uh21gUFICUV0OGO51CDIwUVuwePMjJkFMLE9a31TN5BIEFcbE+UjOETQ9EDgpNFoAJeQVSBsUVHC2waEUrLED7lgNyXBByRmAgrDcvWAoLPoDBnM3gvb2BBYayA5B/+44lEhAichJQSIjrDSKWzk9gxOSI5zUhhQyWG9b4BpbojhQFUYCSgGOA3BaE/L3XDeBWbDQHxBBt7rPF/ZoecV52gmrIkiajY0SW2anZfjal++SkXRZDqLgz/RajKeNsMkaCIfyEnP6Cx57wUftML2YipMDIV2nR/RquBzpPf8zRHSeOgmJ04wAA0GJnOtJ828+2zo3Hk81ZEbhz0toxTtVC6KhpEUYtprNYNkDw4lNWM8WexXQSQEEhA2L3kJRgKawutwM/O8oJh78PWUzkWVf12bl+bqFzbz4xA/m1PjNMv2C4eu0ThUyFcgVv4W3K6vQ9nVqWiBjKiwMoLOD1dzOyOOMtPbtH5CKo0ZvPqZiMm54cBU7MQFqMwYUsdZtD6I5FkmjZNqEh81ybXFYz6JSsbE4UMMfJF+BI9Q8KY511B8us/JoTQBUI0bKOJJnBTAxwXhFCQJmo2QgAT9EroyIY1yIOh/oyS3NiPN2VLj8FYOPScDtTmvxHc29GrLfrElG3lxTHwN08NiJitQaI8ZZvCCEgOSWHZUwJktd0ookqYQl0SPsnghWmJNM5Qg886Yk6Br5XnUAJjvwflAlnoy5gJzZkMzm/u2d80mLOC8oBnAghWlA0BEMUpiXaHpMzciTEELGwBV9jiohv3xBTwm35Dd/XaGSQ0bK2JCeIKEJw6pdoWa9LCEhkYyJVkFPG4vzq5iQ2+CuT6duREkDAbVktOC8Rb+kGYntPyoxvSSBQRDIu9jUKEAM4rxY8qNXsII7IISC6nbNwRF4z4noDrwkp3ZBSMGBUXqHitCPZMxqZkEP2QuhGnxWDmPNpEawxmnOXge8M5Li6fRexBkOwpyV4doTRfUAWsCSzCcmzzHmx9y0RbykhLyu0mt0Yw2IZACEhrW8gLdD45lmANn/XbONg+y8jcsRv64LkiMsgEUKr1YeSbDoFAn5fFsRsfY0iyN9uQEyIOdh4wHScFJPZSayW6ZQyKiqCy5+4ZgTJYGJPKAyIBISwgGPE22+/WbAwBchiDvxvS3LbgHwuRHDIYIkIS4AswTKbPRjAQRDCCllX3OLiAAdbC2GJvscK1uzjzQIJGZUDKEnXM0TEOZcZKScICTiavgm1YOXbkjyTkIHycEe8BaAUtYO5LADOoHW1QNEpc7Tun4Cnzn9X809QugYitppj0GpKZQtGn9G03gl2+iXbJyb/U6PeVLtmCJ5pAXJQhj2AECERsIbb6APz53QWNNDowwYdMjC4nGYadGREE9VuCNA2dtMgxS8igFW9BpU7XZuPhoM4eCUa7VPgIT4Jptte2X1NgT+1lOKhZsVHbfWsSyy/ARJdJhRg/Y4ARcwWqEhkWbeoFSr23pLYXKXIoMwAE1ZhrMtqVEoSrAYVW2HgIAGtyE903vPIBPXHJQKWfEOptdfkaVOXmZCC6RYaJv1CtQe0QQSmKdjAwemkzBmv5aiD8Lr2eE8URgyCI4DV+8ARxIIUF8vU0xGwDjF1HZgoToEu7r40VUYI67i26iHLQ8J4vy9XJlGvJWJ/tgCL+7xgbBFfaX9zon/QGIRbCF9KL9F9t0rJNByDqrZBSzoO80MnRbtRUKiO9D2iqzXuKW6EPyRLn0hzZHLi2jvzpQ/l09DTEuJLR93hM48CsTC2sjuSLwC1dIqTczOzzVpbIEOADaWTQC+R6B+3cd9zqmUbNAnHwIClS0/PtVfs2JE94pcoYg0Jvy+G+G6qt2IHk6Xh5cbxRsAquUfbiLk7wBqnYN1LT6l89QghmAGVU0ZkcQEakJI5nionG68gyCLIy4oQVk/dND5yiYwlMGKw1MqgBRIzhBSyLIhBEJcAWTPWNSFlQUhAWA0dsIo51+K6gkLAIjamMQBr/N2K9kXjkI8UkGWkVKYlAWL8isyCkD2CSounezNidE50ghWzSRGRTTFGjMC2PdsGMKVFPcjxFgWkjK0qYsrO1cYeqQyI2RwJ6o5MKyza0MDUHQIs7mgETGkSQ7AY6tLSHgmGW4+fCM9mBG36ADAUCZFwidw7t3Ph0pgCatEjF+18iYs5/nTNqgfU3lYUt+YAnNKahODVwqdWHoBkFK0I2Ta27gPSgpDNcWipvN6NYMU++yYkAZAESYytUEdWtXdhh30QYDtHrM+Ie89+AKzYaUwLEkdPFQygaMVtP2spsBV2A66RIRwsbRnmJCSRI7XPBSIwSzNSA7ilLROb8j29r6v77dqcaT5OMAPJAm32M6aAeDOqJG4yTw1hkqJgCa5AepAJkixwItSdR+SplApCjIL07Q/GwfeWjJolshkNbIVDkROW9AZenNrlbQHnDKEAdgOc3PADgASGKMAxIbM4couQk1HBBAKyO2WYTInTEIyD2+spJAomv7Jxt6bICDdb87wmMAhLXvAt/3OkJSDFZAWmUgSvAYuYwXtLlnL8PWWsS0BaMhCizWMWo1nJRllwWzOCihfXsmLGKVugQaIVAwsRSOs3Q2kRY80Jt5StGGqOSCE5zY0j5AkwRPYCyt9MFqeEtBrKj0kQyA14Cojf3pCTcdIGieDlZg7qFEFZjNM2L2jlijR9Q1BYEaGU3CCN4NuCHBkpRoS0gJIr5ykhLdmRK8FrWADBa3vsapz1koxrkUOELl481DizbN9LVuA5SHCnjTuOVD2dGkbXI4yqxcZdqhUxFdvjyNfgjJh9ioMzI4eW2cCIEmGF2loxTeOaFg9iawVyXE6o7KmYo49cUcWuigq9LB49o3V5QqZc6RgQC8IiGYJfckJ6y6jta2Hj8yZ/wBaE6xEEc3rccoJRYSWrQUB0kbK6I7MFn1JDBZOlCa8pm+IP6jV8iNwR3IxwshtSjNO20lC2zbiVzvXdgxu+n7X3FDgCwog5AVCrjTOU3X7lhxdkqqpexhCmq36m75VzgNiCzduZt3D6Hk45UNSyPgXS5WN7Fuu/Ii83SF4QvFZDfHuzYI8JIQM6MfCWj/vI/P7rwQHqSCpm1/e4B/Y5GIfwGgRxWUAgVGas0lDdhoBK2YqxC3mhN2FwSFMQxWpzqGejdt2+OU3bSHyWBffht8dGAMDcC7LVYIjZEIIhJPcdlgFkAI8Dyr35RHRHLXcsYekB5+gUAXTR31fI8hCedao5C+zyWbdRq6QZ2qWh46duNuf5bEcRWb2m6AARIsucFM/gXeLiAUoc0YkKCzY2uhvA5yLwFrMFkbjRIJiFUUqx7Kd863K0nxtoWptAfQqa2HdRxKknyZz9KUNhdZGWnIx/OGdYVlywzKS33wC2jCHOASmnruNzAnKOIA5IMYIl4C0HUFB8l4hIAQiG2F2WjJtEC5THCEpe0ByEGAOSBEgyZ3Rgs6NXFneSqGUDpoAYBSGYozrEgFujNBHBelvNKMgWCAtC0KrgtIJJ3Dkq+P98+wN+E+Orf8s3LOHNHGYskGXB7bfvZqtRgqaEFCOWb47wDoKcLEicZMHvISGkFayG7mYxWsql/csBaRHcgmBNhkRXp1J4W4zzV4PXpMkLEgjJ7Ug4VVKIBICRQwSxOYejr/W8/B3IqhH2dUG6IQpjTUaridsNrfZVYHNWkaUVogYLEIINEPaWTBcLawKhWpbMunYUP0oZtjps/41kuk0L9EZhxNs3A3CJIebzH1a8LR6wkIhlSWhFx0sw/ZkpOgVjxJIjJEWk5Q1psVpGIS2WEZTZ6AWDIC2WDZjefoPkAEvyM6BJEMvMzKsgpQyOAUq27mJaHdSQIExYvxmdHoiwrrcB2ntYtm6QiMiEH/O+xLZmKVoQf85wo2D1iCiMugiDS/5sVF07vAEYFVOtyFPm1BPTQVUDmSTTSU1xHl+XbeuyZs7AOoOlontNY5Au19Mtd4o9hQX7iGC6IU96ygeZYuIBDfKsunNRUcvOGplLYAKp2XHNwzv7v9pPkc8gbKNZjYNm008xBiJzQpNl1nO3Rf37CkgYqHsSGnvMKzqXLwahiYxWNhNBJLtNauMkzFiIIW/fEOOCf9YySCVAFbhFo95KQrgtgkwW+LytC3hdIDmDRa22C4r7m0zxXlPEGgzUE9kCRqpwGrjmKHaKLybcUvYiwglKFlwDi+lgrvczOxLc+cItTryCOtXxcUw4JuzFAtDVA0WN/7z5NZuCkHOyDFW2/aKBGEewpYA5TwwRoziqxOyy6tlBr6pGj3V+XfO6sMnugAULJIisYF5cX1BjmPjiRPybE/2DJmIKwFeaqhqym6lzA4unRfMLwdCEGmCIzigXhXJqAfaHKZ8uSyORFZiikemj2+ZRa7teXMYEG8ZqHWjA9lkpuKRa2CdaCLX0VyKCOgWNOCrt+ZnGk85Oct138LqaEfyJmHxlEJzRGrhCsLSgRNVeADOeV5QCW7VKyVorWgVkwBTorMY11YrHhSBWCIfJiqmxWESQDMUh0QvIJRNYIRuX+LywWyueyqP7Dg4rdlWspOAlgdcb3oJgjdmi1ArwklGXN9yiFQnKIWNdvxnPV1jAYhQzKa3Q9QYJCRoYa8woKSAmM84kGiLjzbmPJdp532M25IEkfAsLcl5wiwxaFqQQ8JYXK8IjCTEQcjRkwZqNu1cREChgua2gdUWKC3IwJEorPhM5IpEZfcyCoruh9NfcDYWyedZDssho9YyLEFoRF5hi60VERfIxMn/ONnBDixOjlIpRCEZ72peipbcdz/0szbzulsYUKfpGLm2XODpcwtHIfUKDH3yzNkeaI/2zPszn2O9wSoG2YZKnbhGoNNPV0PlPxW4dya/MiN++ISVHzLizaaYhqKXamJ1pUJqSF105X7/b5yIvOIdfy4CX/gByAGggSAjep+BKnCkrn2tgisSGSPzoRgRDWIVAF3uAF5wkq3dx1cRRHUde1iGvN1UEMseXKXDw4+2zEM3RkpJzblJLVURHlkQxNE6AGdzknKSy2L1zjlCthqYmf2Z4Nkcy4zeui1EaeVq5rN9BnICwIoYVnA0lLc4HGm+3HlTIiZFXQ6dxXBBbwCwwbjkhJ0HOASrJlPcUkBpVkhJWUcS374AIYk4I31dEZlBYsMYVaQlYnS8zJTPoY1hxk4SFF0heETkipISQM5aczRhdkmXVLAvk9g0pZ4Rlsfcm0ZzEjshNbkiyr8+QDXkdcsRtvSEkc1DKsiIkRlrfetE/FivMJMGKotHtG1q2ElqNjUCI378j/v7mdClvqDFiDxG6ZneYJCzJsgDikuFkjgjCzt8ewflmhjcDafkdYb1hJ0JIXhsirVhyQLgtWJaGKBJUVXNUiPFnGzVQxo7GRWrByjUFM74lgpI5cmMQtGhxcJRPJcUeIyKRBfV9yfXgDmDZdWSF2KDmvMwTQqk53Zo8rHqq+dANI0IKC4QDoixgUkQYqoZSRqCKUgt4t8K/WiuSo8Vmh6z7r3AvXjNG9NloBXrWhHficl2Pi/re5HsJO5d0dW7zNSTLJHPjNRBh33a0NNVmlKUQkNcbQrYU3caV3IzPhrQKRCBOVsyW3DEtjG85G0exo12TEERWl987iC2YJykOPY+vkVhZlsPfT5mCHrRsxm8FelHTc1M1X4FWc3AH4GmfvTxpatUwH90B+rIWj88tIiC39N+mG3A7JNp+sbwBdTeZygHLt99RQ0bO+TKTqelupt8f6WWsGLNlSSzCWEXdiBNzIEnE7fe/A8UVMWWneCLcQrKUaVfqq1pWConVi+H1zd6ZZ+fEIAj5O5QGfUhr5I7tuR7G3O5lQ+KvOyYUVrSQmCFe/2iVCaTT7kmAonr9jAZaEJTdnqVlbERenu5h8/cJn4lXrn4iOtBNMqe+H14Vwe21Yqb5u/s8bOPA5MUkYfYUL3b9GE2nSyk960mwYHXO7pSZRnVXBUUCxdRlAsCAMm7pN0cA0gikszmDJX0z5PDpXlr0UMD08fScrpu5g2aN5njUakGGtKzQJUHyN8R8s0CAB2dDtCzVFBNS8rojHHG7fUfMAYRo9DTxBs0LOC1WtFQEa2QUhJ5FdlvfIFGczuM7AicsgZHjgjUm3GIyPu4QELMhi1kZ378lZGYHZglyNIRqCp5Vo9UoK2E2R/CaUJxukHgzp3toTiTL1I0iEFXECMuCi4xlyaAcsKy/QTIjLqvxEFNADgHrW8KSBLcbQYiR8s1p2N5AwTJrQxakuIJjRP52Q4yCLDekJFg4IUdBzGRUbykjSMSas6Hmw4IYEmhZoCLmDIpvVhNlXfDPflsQMgOSEOOCNdyw5gVoBA9sRQgBAOLMzNnASy2TLXKwrAOx4G8KCwJbYCKyOe9SCuBk67ZSQL4tWNOKt9sb8vIHGJWEzeucg2Ujx0FLtfz2u72D79+gQlh+e0Nab/i+viHlhN+XG263xd+fICAg5cVkmDByXhEkI4SEfLt5cCKD4wKOCbImUDTH+rosTmUolsUWWxYaAasgsjl+WQTLkkAcsCa2jLtg2cUitv8yRyTXE5t5sHlAKoX07EFoa7EFlDvPNjxYCiTxmhEKhGjzLwSzUUEE+f2341K98CExEThP/pG2z0BN/yRyX/PkT8nhJCKN7lGCBS8aEvtIewVwEtfLTY9elnQwl4nZ/RKCwMkdi/xh9hL5GLR94TrTWR0AYeCTJaxmo1QcC622IAFOAdnPmj8mOwVS04soEPj2HcritgdN+pT0AAWqDcK8h1Q67UFlA0Cg/LyPPXWn2e5Qy8ho4DVigKLTJzJ4/YZvb795do6Ck0CVHNRZEcgKM39LYrRUISDnjPAtYYmWDbskq3VkBXat9k7T31pG/ubzYCteF4aCv2OrNxDlZnskkTnGG4UxBSCuUBqObeIIaAFxgNStq1c9a1s8S4aAt+XNqIg6uhs+B9prTkdHd3sv3qxeoPZ5qKWAYzLqJiLIukLn2iN09DEQAD5RIFEIT9StJCNICQzUPFFCKcY28ZX2Nyf6By1ynNAAHzldjJ+JhUZE0lEQ4qgrAKhOxUAwDiNZDD07qtCb4/DJx4XhLp5fWCLuxRShCvE+WCHTcRzZ17YQJrSmajWeoXBBOzLxb/rjmMyKN3C64VW7DhZQ5zelGLuR+PIaE4JkbuzpcL2LUJj94bz3pdrCV7vr5kLtt5gP1Ddb/YnEwY20asg5JlAMWDhg5RXCwCIZgQlvcbGU/xB6GiNYkENGDK5sKwBJNg/mwiAX/koWAkdzDAQipDXg9raAckJINyQR3Bbjf4MwVCJyYC8Sx1i+fUeOFsVMS0SShCVm5CUjRHuO9fvvkMB4+/0NIWWEfAPCG0J6Q1oF6ftvCHzD27ogLAskrQgxG0+yELDcQAzc1gjOyTbwEBGWGwoElS2VPS+Lobtu37CkZM5zMV5CIVMAmQOyU42QEDK7QGtr6zR/Ugz4tgTnX/426Fxgc1a1AmyUQq9Q4004llIRAiNEK6Qz6g5EAAJFGVF0Au73hwXCvsDhrVptvbfdQXUyoM7HqqOZptQyHd8BJgfU6VEO6/Ew6ScZ1KaYKzOJI8p+t83cv6v09SLAjX4nxIjE9t5SyIa88tRAJgLcAJvfnG1QCjjiqCmOPFEalRlR+AFqXLcjIrE5c6IX1uRomQRgK6qUJWCNQybNlFpPz0iENTGySNdHnyLqvqErM2JKhr5qxx5SE49ozhkx1wr0UKegMNxscwhVKBbmXmC0tdCoXEwTQo4CWRfo8gaCBUZYi639bAZwc7xb9JxcaWOjOiBGSgIq1YrtSMD69g1piViFsdxu4PUNOTHS8gcEERRZIDliiYLlLUN++x0SkhUUFcHb2+TQuL0hx+gFhiOWtEDc8ascO51QTAn5tlrQDwQSNaqqGLB+u2FdvoHzYkqTCEKOoBwsBTUJgigkBGhgMAliyvae2BSkmE3+SVis4KIQ8m1BWjJSXDvKSeKKZc0gqub0F0ZMYqmlkQztHwWcEzgIOADrEhwlZmnwa8igIFagVZIpfSEDMSGQohIjIrpy6Fk4IZvRmBzlBkVabwgpATmBydZdfrv1uSUxgtICXt4QbwuWHFHjCmVzxlGwFFBUct76ZHOf2CmPLIU6iVgWgQRL844rChek9GYGOZsxKBQh6wKk6JRNNpdDJC9yRE7/4u/eOmqfeyCIYsCj7uY4AIG4In5LzhlsTfi43sRTRrvxNznkt7ojSwZTQKvkElIERJDsUEQiD2pMtV4u0KpHmofnJmx0LkPG6rNfz6ni/Fs0JLKkUVwaVHFLcaCwyDU316mEzVkeiTptQyuUSMyW5QX0/aIh8RmGTlQoQiB8y4akm0jkfPhSpzaxDEcfs2ncKeXDsxGxG7Dz2AzHqQ+qAQg4dj30CaAwtfe9gBh43+uFQxLY6qC8egWcmJ3WBwoTIqDa39R0Cwwu/UYdSO5kCymCl4B4y4AAWVajc2EGJONbvt63gSO6L0u+/I4DI2Cifdw25Lcb0m9vWPIKWW6eUu+c9WLB9xAjkDLAVgBNUEAxQNlqyZBn+hF7MC/wsEnUkKuNFuAqUL9p42f9gkG4jwA+hQCqu7HcpITq/LZBxPV3gMQyI5rjhoimBBCbSywJoe15pVig62IumF73PAdaAfjjcw1LqEy1Rs5tRrcTCD+3UYSY/SpGtwML8nqWB6kX5Gzzbbo8OzWFRMuOtOxU7vWvAJgzUM0RF5iBYDoxNwdd2SZHPz0FApjMOSKluG3YxuiE3k/RaE2WjBw904wYEhekwIg5I2ajmlrXjPW78f8z23xNa8aSItZomUpvb9nQ9zEgpYR1+Q5Oq+nPOeEtC9YUIRwQFkOwc0pWq2VZUTzoykKIHLGmG35znS0mQQqC31I2/u+UEHLEt55FF5wSK2BxarglCAIUSQTrP/9mIICym3P62xt4WaGkaPUCU8xYA2PNbJQ2wkjphhtHrHmFSsBySwAZ1WcOjMgB3+MN395+Q1oTOAmWm9VZYjIasyQrOCfIuoKFsISIdPsGiYLFgwRxuVlwIv3BEOhi9lJab56xIeAqUBbEzAi3N6SUUYmwZENEUjB0vaG/A9Con4K9s+CBHvEAtgWZIxaxYK6SZcP2/SUZqAkwHSblCGLFH/6/f4c9RKTvb15MniEUel0PakA5ZpTHT0hMCDEZcnVJoCVZxltKiMsCBMWyvkEBcF5B2QA5wsYFH+JqmdcpYVkEHFcs0Wp6hUWQMll2Y7DinXFZwCkhLYtlNASCTS2jJ+QkhqZxrm+CAmLFWoMAaUlYbsmoPJJlK1I0p6+tO88cbhzas0JDhLrvB+f1IRPJdToQ8ChqtjwBEhn73W23U305uigO2gtsYqzt5mOiMKhWpgOergEAeb1huz+egqdT5wHvXwiCb37tpQUJ1HS2hhJnYoj8ZnrN9RW745yirf+5n+2s5tAGALLq6XbYGbzQnovtfdKHnqHnVktBnexKFssAQVjAKaJ0AIF/7+NOkqGNCk6a3mmZwcOl9trf91H75vuxQEeAmwgak2e9GUBqYQHEAIcpsNWSywKIvZ+UVkSKCGm1gsop4FuKELEAILsuuLLdI7ABe0pVEDEiW/+D66VveUGb+1orohdVFq8t1pplDkT3w5lNZ3spWa0WiV2foxh7fRFutHkGDTIkO5uMAo4Z/kwEiKDuj54torodAGX2vhIkRuTf/9ABP+J0pL2dMtWabHxuwzcLYKJTIr+XA/H6xP3a+/+bE/2DJnUHMx/ThF8WwzwNeLqZA5TkiVw/ESFl53mtpTvY4M4Wu56lUFnqpAt9mMEYJp7Z3tcQoMy9uOVw5o9jaik41PyrOyARlG89anV+zsLcUwmbwNLqjpovNiaGVmBTMtqH6fPrNpTkw6ckADyF57GhlM0d6OgTXzx1V+vd0MxdXR6toODGAVK5F4nKwrjlCIEp05bOaGhai2iPAMlWd6t0LoI1v5lh6VH8dFu74XZupRbsbvixCNJyw2/Lb1jWBUtcQI46lZjw7W2FcoamAIbi7W1F+O07SATffv+OGG+I+obbt4zIhLRaobUYI5II8nrDLRhfN3jB9/UblvQdfHvDIgzNb4ghIq8ALytCIsTlG8LbDZJXLGkB54SYF6RkaUkpZ8T8rRtyy2q8xmExIR/f3kDRUfHKILEUOsnmcDW/pyM2LHxv88nHp3qWwvteABEsURDjAtViARIPmgAWEErSDDi/wCECX9GyzWMUfF8jWKxq/fACkaXFzQVVfL1/PLvV+ALLuymv08uWF0704oGyc6FKYHDqNX7x54yL0WbnOtHRqI6SHAK4mf9H1RAYnzWtQFxMuXAHHbNxhwdJKLtCGVBpNQEIpEdKJ2E1x7ZYsUXE5QmxPhfzQtlQa3mpqBQfn6KlZ7SklBHRuOsjSnRlIAbE2zdYEa6PVbDABFWaHHnHPpW9AuS0B5JQdIeWeV4NXtbWWAiPExVBXlfsnl3BMjjk5/OE7PYiwzGfA4PVlHUAkGgc/syEtCRwNLQWMeOu2iutg+rR2F+/m4NFgnFxSkJCgSQrsiW3gBQibut3SMjgnBFzgOQFsgT8nn9DWFfjTw3J6I8kYE2GDqIYsIQEziuW2zdIDiANrnx7hXUt4ChYY0J+uyGnbIWm8goWwfdbQIyGmkrxhvq2Ir/9ATFExHSzwp5BsSTBGgU5R8jb/2V7T/YCooEAUXzLb6Bv3yztMRqSKSwrZLUgX0piHKBsKeOKbKmerFgyGx1QWkExId4W57oOXqg0YU0Bt3/2B9x++zujQfHAqaSE9c0cZOZMTWDOWFZDIzUEhHHrLkhhAa8ZxARefzcu0fXvzGnOZOvFUUBLTFiipSrzW0KpxQqoYe9UGkbbEiBvb8jBggphMfRWiu6kC4ZSAsGM0CVawJSAdV2Rg2WwLYs5flLISNHonYwKiw0JEhPIC5C2qcYTLzBgr6Zowe3bbxZTW24IIlZjA+aojqcgVwtaPVowXCvCVOCSGVhiRGTG+rbi7ZZ8ntl+kSe6qp4NdIF6bg7fDfsl5jW5g8x4tl8HH/X9Hfp+RwE84MWQyJA8oZQnRUuCQCmghe2IzFkfZkO5qgmESW9LruRvZbOAtCOoiAhvPFA+EXB9jQB/Z6gPq7Gh1QK7ZJQjKBtUgX2bRkAB1oDwiU5HjujinC1TTwSseJK5CuD9sQF1t+0IeqBE7PK0ZSLU0os5z3u4BQBeoNclWpZmfwDuc6ZONXsUpmtBAVkWrMKg2zcgrRC2wLomc9QeilhNfSAy6g2FGgf4tHfHYIZszhbURdfljW4ok4JiNkQsCCRG1cLJqATj22+QlBCiGBWBoCNG4cYlyM1SPxfkBuDJYd7tiPmd1YaknxB3HzkHfD6HlBB/+w0kgl0LmAj6eIBKAcWE4ig6lNM6Ya8VMyHQo6fOt+yPr/jzAQ9Q+Tw7fn4sGuu/9M+0VNMZp+dkYsiELDM72yme/vwDgIGSAMfEq3bwRmj6aru+AmCg7gZWCBSQ3r4j0BGFDzHnxIYRRGqczO1CxOTv+zgogcgoFqNAWCFXGcqqZi/cbgDIaJZiREgZ0WuhSHxDVcXt+3dwuHXHgRUcdUoMEYR8w3r7Dl6zUUfGbPzZKSH778KCW35z/uoCWRajCl5uVmslWHCTCfjnIWO5ZcRoFGqRIzIH/OHNqHLE6VS+3TJyCgiokNVoi74xQdwRucaInAO4qtMXEIiBZbnh9mbFLb9HCxRIYCw3D7RHo3J4W//ghai/uW21IIYbWBQxRyiAvNyQ1gVpXSHpDSHdoIjgWiFLQJSEkKnXpVqWhO9rRs4J4IglrqgckCVjCW/IMeGW3rC6/RSigGF83xKAigDNN6S3iJtn9/7/2fuvJUmSLU0X+5SamXtEZBbbpHtmDjCD8/4vA4HgAjhyZnqTrMwgTowoV1wsc4/I2qRbBJenTaSkMiM9nJibqa71r5+4wwEUjF7T9ywsbxW63WpICWN9v/72XCCt6aoz2IFhV0YZK4MMffB4L8osd3i82xMdDxN+8AyHzzKcvl3f+/o+uCPDzqinFYztlJagd4bBM/34yDB4rBWLOSGS7X3Izn6fnGNQTr4vpG+wxqHGQWqw0UoYqz0wOis5DArs0aEPHusfGaxjGgdGa2lGY7xBdUQpOzi8GzHI/qbGA147dAM/eYwfQcHxYVcA3uyTgVgTXd3sqhRHcwPd1E540f/QykQ5T1NKBvp/bx37cG/ff/T3HvYbolBv7R5KeT8+LpRafRiMv4PBeq8HfktMuDPb9/U/7/vYreS4/b6IG9XuRvX9Z56MkDFuH6Xc8j4UkgGo+Bt2L7z3qFrvWUf7kPXe6dvfrNlKCCG3TLCPHfTfywD7eNwVyPvzaDTUihpGutYUJe9HHBoEKOpK8KvbHmEfbhkXe/1wP4f/9KXlMb8ZgCol2QIoBaVKXebkHpz8xG2a4B4maq1U4GA9VsM4CAlRayEgHseBwzjIz92AtRNP40EGvmYQpdJeMz7ugy+94xveOmrN9z1Uay29G3IaWq1oN6H3/DvBtI/CEaGhtJV9TCmp/ZUokXAH+T75QP4rWUJGYa9V1HfX8q1nNjsBwWp2P3bLdBDHhZ4SrYpCUGuN1h7xvJe9Aq3o3qMR3/S/OfZrrNXOwe95Hbc39HePD/t5LtzuUgHnd1Xyf9CF5D9B9H927GnHur8Dff3GUvyt9PQWCij/iBscrfZdTsvf/I5RSEH64TlkkdvBE63QJctNaixHa7BKQiD+XhXajabULI3WLt/8KEWtJVNz3he4D78/vk90vvtMdqCkbQcpG85NIp0e9imbn/6x5/fH98XOOu+dYswH385/7on+t5PVdxaZNYaaK30HYO+2Fh3y3kjFVvBKwPDfHk4PDHbEKMXovSQiGyXMPCUL2KAV3lhu/d7gB2EeGwXeYv1EN7Jg9NagRqgN6z2l3qxJvp/SfnfoitIjo3dYJ9Y/3VicsWKH4Afc+IBRBj88SeDoJLLMbp14RHvHwYg0mPGI046jd3gtPsCfDkcme8QOFvfgmB5HzGAZrOPgxKrCHSam44HDaMUz2HvGp0cORwHOjB0YRwFrnNNoe8A9HFDmgBlF8jMcH8Vb+PADSmuOXvyuxsNn1GHEWkXTisGPd79X8UjVuw2Jer8ke7+raLwd9kZnD2LRhsqwXwXSCDTaO2v8Q3N7Sy/vTYDTcR9OoauoIm7MqZ7vm/sdyHT+H072a++kWjDDQVLHd5aUvjG0PvxeTe9Mu1SSsJz2xb72KkMzY+6vfwPYze6tfT8+Noh/A9Lfhmb7+zdSVHXNOzBR3x9d/15l0KsU32aX66MkqLAqulIYNHUHv7ofmIxF13a//1sKspNYf29M0fY9FEt0jh9eT3xs7+/vu0MYDu32ldLxuyWKUVJED27EeEPegaLUq1hHaPPvDvfKvlbcrLO6dvfilF4puaCHkZ4zynti3f0Tb6Be+RDg/PFdf/iOtNb48fG+Lqmd4WaMpdb2XahZb/sI5k6GkLWxVAnNYhgxKu8qJ0PWmmEcdvYviEfx8G7PRb9bFciQAgGt6WLv0xooD10JG8hPOO/o/gHnwLgDx9EzmmkPn3qgcEtrtww7I0I7z3SUQbDVWs5nMxhveDyOPE5H3NTF/9KJD7G5BXZNjxyOT+9+nc6hvMc9PDIOI9YKc+xoPObzJ/Q08OQH7MMk1izGYfyItQPjeJTAq4fPqBsbbBCrJ+OFOae9w9DuAWb95m2pKuNkQcs6aJQwHfx4RB8nrJcQLe0M3Rjxx3deGrIuoObgNNU6ASe1koGDUvjHzwjFW+yvjLMMxwPTMGC9l+bXDzhl8TvI6kaP2u0/VAOn2W14DN5OmPEolhB72KdyA8p4upLCtCuFsntAqFK7bFcsIYwRye8wTgyThEB3LSwU4wwPo2d4mMA4YUI+PkpBbJRkoOwA8eglCD2W75VqAEY3YSHacQdzHHYvnAdrSDWRP4Bu6q5y+20d8WEqDgx0FA3vtdiAKYVVVq6BD7MpySDQ/3Dtnj7UK/eaocS/+9iPwcAfD2MmutaoUtFaUz6AyNqJX7gonhS3NE0ZwIPW7yCngIPy73X/yP1G2NiZNB/3gA7ULvumtSKx98bQUQym0hCgMKWEUmIlZK19r0unJ9QwSiDx7ZTt+42Am/Zel31YjO7vldLAOAYnPpW9S9A9ux3gR3uO3sUP/fBhq1J55rsHwJ1Q8P5zeW+3xvS3wMD92BU2H5+vcvP7/KhTVyIrBqmZuzToylrs4TMKTVEdb0A7z8E7buKDkvP7aVA38OIdkL7/XAurahql+RU0QtaKwSoccHAW5wZREtzrYdnnb0FrZhAbETuKx7KbHBW110v72f0u86R9n2u0v8ePIbC9NTzvQal3EL3+/Wv+u2Gx9+iDBFRqrRn319LIGlOVlnwVo8XreW88zWDpPd9ZXa02bNfEWlDqXf31kT34j45/L1vmtz6896MJkJ36B4IFsuf/1i7AKAEqq0haAbmPtNICmgLmlusCiLnQ95aUEjBv8bpBj7RaiSVSemUww30wWGrDaSv+9tzACrWrhz7UeECNATUODF6/3/wfz02v2JDBWg7DgNcOZx3TcWIcjkzDo4TrWQ9N4VS/MwWtFYsgPYh1mDOKQcka7e0I2uK1xvhJeiJj5Vr1mmEcmfaQ2cN4wFkvVjLW49y76u7BO56mAbwTuxgnLEu/h/7ZPbvIeYu7DUkHR7WO4cZitobj4bgzC2XbVdoxmIlhH5Za1TGjKLKUMZjRiqvgOOLcwDiNPBwHHg8PGOMY/AN+V9b2XXVptRGSgDJYM+zArNg0Tc4zaIdqncEbpuGA0qLqMtbgpifs4HHGYadPct8PI09HAbWdP2Csw7kJNwy7xWPDDUImODqDsl32TO3AqrsFRu+ybBkNDE8oJXkivTSc05LThWRFDYOn9I5GMzoHaBn+aCHyKSvEB+U9yij8eNyHfnJtKWXRXmoEt4dSez/RW4XhgEELYaM1JjOKNc+g6Vpjj5ZaMvSKevyMN/Id0KEhOTxaK0arKXS53vwRbS16OuCmUQZjRqG9WOl55/CfH5jGzzB5GCfsYFDayMBGW/zRoHXDjBPGOlFEG4/1msk/YFVlcreMsx301gpN3ddSuc5lcumosaNUF5sMM3CDU3vr7IAKSndaTlizDyr8QL3dm/9guVJa31VT393kHx+zkwLuNnNK/U3w6K1muYU7q71x+C2Q2+411v6Gato/g7DmtfPUJqB26TuxSPU9W+H9venfDArKb/a/myf7jfzVe6fl5U6uMkYyC7qRx5ZS78MaeQItlho7QXHLldb7d4GO/94uMRym71XjijvGoA4Haml3ksOtrro/9OP+0buQwLiXbdQbSUmpf0hGu312WvvOzkUB3jpaKyjjsUoxTA8M0xEzjpRcwY2UWrBoaqs83uoGP+GcxliH957BeR79I9Nk5TvS+32iQKGlBzMebRWDs5LRZ9Ve8xshrdxO+a3Z7JJpMzixjnLWo3n3T5ch+HutqLVF++Fegxit7kTtvivM5NwptOq/2R+l7tF6FHD8tvfvFtGC0zR6yTuAfqvh1f6V6ffvdpT3+9Em9Za58vH78PZ2bX5QjmYZBH4c3sg/fMhP0jdrQPXv1h/33/kPPer/okfdGyzxDbr98B/c1s7QPzReYgkhv9RK57f+OpqOcfYu/bHWElP8OFS7H13pv5kSHnb/Ifdd8XUrAr9/rzcGdanxu4ujtr1QbfVvC224SzrMHsKoehd2oDEiX9/DSFJKlJv0sdXvvJrldd8DJNttFPrvHB/ZJh+PWiup9X0wkPjQ8kkjrQ30huvlPnlt7Tf2EMYAhtozWkvjJZYsHW9G8dnTBq3FR/U7hqcWxmHXXpgoNeGGkao60FDWyGRub47s9LfWN0qJtFuhMeMToztgDo4HLZYJx8MB5zrWDujDJCEVu7WL0V5CGbzFesNxOqDdkfHgcZMkG7vRoyfH0/AAfpcyO48ePYN/RGkrdgh0/B5Cqq2j2gHtR8bHzyJH7AKeHscR9+kI2jL4ieNxwiCBOIMXTz+lxWuXXrH+gDYaP4qMbzhOAgwr8Z21VuR49/DD+2LWqa1R2de6rik5k3ujFQEV3CDySHoTCaWydCPgwvE7QuK7nYYxisFqAYZljC+NnpH3cUuZvk9P1T9u4Hp/XwrMDlgbJ2nTv2Wh198AMR0YhoHa6i5T3wH1Vu85CnJ9qH94j6TvANh2t5G6FTTmPvXdPwgIS/h2z99+eV/bautyn2u1Kwb0fs4MVjtRB+QixLjaSF2S6ttdGfBBHbC/5Y9enrJnNwE9bg/MK2jL34XQFeLX7d6He7e1T4o8jfEjVcvr3xgRaGHN9H/EXGQH/rqEC2qjf4vVyevvDa/ZZY/e6DsbojfxSfsbn/NS0EXdz6v+7fXTsnyu+zrcUXso622PUB2oVUKnuzRsbrJStOzreMuZboQJ7LRGDZZBcy882s7MvP39th/d1nj8EdUaSnm83YM1BwkCBg/aoscHUdOMFowwtTQWd9i9plGolgSYVopepRertQmTwyqxK7FW1gArDZkbJ8bpgGoV/3DEWctweEQpxWF0UmQ6gz8eaQeHNV2sAKYB7S2mKsaHhztrf7KeyandquWJ4ekBMxqcG7BG4fQepKWUhKU5jfUCiFekgdda0ZV4ymMcx0HjHQzDI03tthW1yOC43wam0J2l9tv3t0t8j6MA88ZixkkKwd3iRlipBrd/lsPRS9CqcSRtwUnDrpzZ9ywplJtSoIfdW/6AHSe8dvTpcfc+nTB+QvUujEVjcdNA9zL4Vr3jh4FxtCjreXj8QfaHwe/DZUMuAsq7g2V0Ctg9Dv3wXngbjd2L0lyKsJOKWMEppe5y5dDzfj9ktNVkI7GS92GSUqIEQkDAeyit/V7+fHtsapm6M/EUHzyClaLnLMGceoLdMuqjryL1b0HwWJsU1yG/13G9fzfUuv/63x3w7edjr4l6a3Rt7k2rdhaaZs2NwUmIGlrCycZhIO9qpN471lbyTYG0fyxt96H9B3XR7Vzc/qb2QaVWIt0vfQ8X9g63N/25NlqT67qmLIqU23q0ZzXcKWkgIIqcDJTiXVWj3gkXvXao7zJ3PQ7yav22Bn9g3mt19zNXSBPVw/V9/f9HR3tvSG/P808ftx89J3CW3oSYkW/Da6PoN5XWYaCrTrf7MFjtgJK2mB2AU1qJmgNwLVF3pZRSCu89HdmrPx6ld1qNqK7u+TMgTGKjNaYW/OGALgmvHd5ozM1x8Gaf0CvQJedinLA7Y/UGMuSa7jZvIDVo+1DfUAr0v7VyuSvbfqME+EfHnfVn3DvIL3IJUOrO0FPDQOsNqzWGjh0G2cBKofEO7Bsz3OuR2iKqCrON9v3wrTfx4/17Fo77B/jHgPnH999u9cjfXme9iZ3kx0uq772EVora872H6Tvr+cau80aRW6e1SO0ZtDDe1J51VVrBqCb7vhZyRGnlPjCMNVJ2VYZVZgeb5Nq61W4fw4SN0PmwXnx0nUJYjd8dVYZOWgLdJUx4B5vNgB0nRmtBdTKgtEVpR2ud1g1ueBDGoLZQK36c5B5QGjtOUMAPo2BLZhJQUzX84YhylsfjQezSjGUYDzTnmLRmtLJfidWaopuOtnIdHwYvgLLVeOPFYsI5CVi8DXp3H349yB6Kk2BKZQbsXpfZ3nmYjgyjsJv1LawQhe2dT8PAeJhkuG73Ws6Kcg46Tin88UCtinGcmNyAPTyi/Ih1cnOKX654w0/eYkzDa8c07iHdXgZMZnjcgxkVormBnx5/QA1Ohmja8Dg+knrH1NtgvOOM9Gt+8jy6ET8dGUZRqFkvA6pW+w5cKZoyd1WJ6lXY9sYwjRNGKRkADBKs6f0DVhuxIvQTuyE/5nBgODxgRzkfyvt78IQxcq3o0iktY5WoxzQGOx7wwyRqq9FxOHr84CULzIr6YXIDZq+JnHXQNGrPslFWgt21FluP6TDg/SiDqmlEe8Ph6SD1sVUY7zGjQtWKsaJktn7CjDL8sE4GJEoprHN0LFp3tHY0x97PGIbRME6ait7Jexp6ZXADfngUyzsnZDHp1Tq6l3dS1XizySqgZQ9MFBl0eEvKUtff1nzJHtN/q84REOLDwtPpUfqvGzahtKbXLq8FMPwt2/a2hM+h3Nd23TOtZeBd4SIcpQ9rYO9kDUxe7IScpx9Gcm/kXTE37Pvb+2spWv9tmPH+dFUA47orcbQWHKi1eB+EK6XvsY8aqR+N3tV0e78tQzzesaH9Pdv/oFRJQsfz3dscGq11ct0D3Y1Y3ZlBWNoyiN6dFfZ9Pf9WEVDLh+dn36M7/Dv7Ty+FHAKw99i7dbJYz0pNrY2BXUGm6KJSExgAVYqopaaB42DFx3/wuAdRct7teHZWtnMW7SVXZfIWZbWA5foW+K3vijyBE/a6xmg6XogIWnA87zzKP93rEYyQb27fx/swpxFLo+2g9f16+VCblFLpPd8t3OS3BM9Tyu6ZPk080bV5x/lKuau130N6Fb0beq3kmsTqyg93led9n/8AjN9cM/wND7Hv++rfw1VuLgfvf79VraD/Qdj5b4//BNH/yZFap/4WYENsOf5msggoyj7plCDD2xRL23f5M70TWhPvRF3vTcmNoaSVof7mxqb3exBdLJHW2p2VPmr9Pr10jt66bOU39kxpmK6ouUAfdln3bdUqIm3ZP4sMmm+Szwbe4714EqlW6aoL27Pv/6+ZVBtxiR/Uz1JgtlZJNdzfg54O9A4hC8Bs/gnYdTubf/c7ycIcbq1Rkti53D2JcxLPPGA0iloDRqnvGp8kkwOR+rkJg0HbAY1G94ZxI001DFBzpOV2t96Qhbjj3AP4AdPFGsAYGTDc3nLvHe0spWV+K7mVL1mkyM2D7ho3DihvGI0ELo3Woc2AH4Y9pKXLxN4YRjfRvedh9GjlsdrjR4X2isGA6QLQusELI+SnJ4anR8x0ABrT8ZE+jChjORqL1XDUluoMahQrGasN3hsGJ4OerjR2cgx7+rMyRuRXOxtweHgArWlK7369WqQ/Sj7P4DStyzmvXRrCewjvjQVcyr2QuZ1KvXuEO7N7TO4PNc5glL8PcWre6DmT8/s96YaB3DtaiRzUGc1hdFArTd8WWEcvlZzjvYHUChmi8IEp95vGWe0/N36ktPfF3+4FL8ga0e7MOmnUJBzq++e65SF8BE1aS9+BuzcIpbV294UVXzphE3xMhvfaQJeGyuwhkpi/lUTfjrrfo3ePsz2ATnUBRpyV0BOa2OMIc6tRer6He0rB4tFamk03+ffv/6Z8sSNW7/6f+/30Wy/QVhstJT4qcnqraKWlYKtdin2g9CpMvCRgeqWStTx3/xD2+dFmpda+F2iKoxeAWHn3XYF0b8Ktf2fL3bCmWjHD9OEdC4Oil0r7cO3dwBZtFGhIJX4YXLbdwxno4PSHDbxVDArrBXjTraOGgZ6k4Haqi2KlZAaj7+GV4j9Y5DpVIPYvGkuTU20cGkPocn92BVjL6CzdPzIMdrde6nilGI+P9FbvwKTyhuY8fPiMWnUBUa3BDYbcJVtDT0dayvfhRu2arsE7J4wpZ5mmgWFwTDsDwhuF6gWjO3qYOHx6wDmPPYwczIT2CsZH8uDw45FBG6w3Asa4iW71Puh2YjmiNKMVn+9aZS2uymLHSeSvh0fMaPBGU7o0ZT1nxnHAWogtCOtZic+189KwOS2sTuOEUalaxVpF7RX/6VGkxFrfizI7GlqraGVRPQrQZTSPzqCBYTpildsBMCX3nRKl1eA8gxVVkfjFS3CadxbjB/zhiG5SFMotLqE/WI3R3AdB3VhhkegdEBgc4+Eoz2lGPk0SQjkOgxTig3jSt4543xqHe9iv+ZrpCh5HJ5ZDKYHWhK3QeiMFsUXQWqMnkZaPTqNbhdYYzHDf1XMp9z/flq/3+00BnfP2Qu2FyQ5QhO1ZwmkvqBW9VgzCIhRP+Q+NZ/2tXFpUGb18773cW2EtTYa1N4/ukv6GCHC/45WAa7pD2VZUQ4Cq1uWaHYVVJKqH9wwMpUVdIutRo7V8t9AzSuGNePYr9H0/6b3Rdvbqx/W79nq3uxqsFn9fP95Ti2/n0TmDUmLFoaeBWiu6172psrjh+6ZFhoPmrr5htwdLpZF2i5vbedHey/W1D2u+O0cf/l9apasCCOGg905LiVoyvTdqre8+4khTcwMc/gYL/e4HtwnPzrocp/ueoZCaTxlNKzu7zRn8wwFr9qb68Ah2xHkhhVRlv3t6rRT5w74v3tUVp913zL9au+x1vTM4gzZGvJcHg1NdWOnDRFcyaOxdgIfWCnFfr5XxGGdpdMzg8LsnMAqpV+g0moCttxfe91et9d80+LVWegjklknpY22+H+3vD4h6bbScaDtzUduB0DVtT/IoMaEHTymFjsKotrNj7V6zdMkr4T3E/f6eWhUmY+/Y3lEf/63WfQCs7tdXSun9mv9N45v+AZP+doTe74Pu1hu5ZWyt5A99DoD5AJjU3klbvL8ftfMJRTGrKbVBk309tSRMQa2Fwa6AugfPOsswGUrLOO3ItVF7ffdDNzc0p9F7QaHQxv0N8G8HKGg5N6p90BPsXyHQmkJb8dj1g+RvofoulXdoo+luIOUE05HJS9bQ+DBhHh8xwxGU1KfTeEQdJOjRTAPdSm0/efGWjrWjsnz+rkRVOvqJg1EcpiPaWJZU8NbzeHwQhvI0SL2BQnnLk/GMblfJ3Hx8reWgFE5pSmuoLkqsYfAYbfBOS/aU86gnUVHdDgV3xjOIonVUHaN3QE41sfzQSMaK0ljVcf7I9PgkyqFx5HA8MB0PWON49AblJgnsMwo3HTDThNnDPo21DNMRUFjj8YeBcbCM44SD/bpwGD8IuN4Vw3CEphj9rjq1QlJxO1HLGhgPE2rPGmstc/AG5zU4sRcoVQb2TiuoEroqM/ZRbFyM+OArJdcbXS41c5zQzqKcxRwPsPdn3lnUdMR5qRm8Gfa+TNYk3fc+SFusFyu/g3MMznHwR7QdJAwb9n1OvrfPjz9jhwmlRllz7YTShmbFalZZy+C8gFe9Ufah23SUYFztwVmDcwfUMKCPA9pacu47Octj3J4dZB3eD9jjUXzUndjvsdtyOW8ZJ4fq+j2rSiGDkn1o1TqgLR1RDdbeybcB5eEg/UBrMij1es8WkScq+3MUXSi3tVyp+zAPIJf6t1CGkuGV3sPuZVHaB+p7fxd34uZH5V7O7/ZlSr+jz0Zrsd7p70rofieA3l5SYXq7++VrhQyVbzhoz7QWcMbdFay/7VX7DprTuTPblfe0FmRf79K/1yw2yClKPTg5x9GJWtYahb7hVcbsMgs5Su2yzgLttxjYPziMddRasUqCLaU9FBWH0prcym5rdxsWecq2yWk3itLy/Zyl1u8g7M2bWwY/fx8mvV1Tt+96XbfdGqcLmXPwd7zk45GaKB21ssSYMVquMf/5B7pzRJVx1ogtjNH4cZQaplcOx0eOe36LxwjhYv9+dSsMe/6bQnGZTx/IXO/4ZbnLvDup1zsDv9aKVrsSUguh4+NwVwY+nXwbWtxY67ulUDUWW3cP9Pau8JfQVy0ZAqrL164Uk5Z+qLcm6nM+YGg50Yqo1dV+VhWWZoxcN3r8rqy5DcBjFEJwb7vS/WOtY8Xy8LvMgi4DlRuGmlLC2nEH+/4d0sd+/CeI/k8Opc13UgWKLBaxRijhu+KuFQExhPUnjVqjY8dBNpm7RiRRe8egaGH7rni6MQPuoDgI6J4KvRVsr9TWxUupvP9e2UGWlJoQg27MxdvkGoVSfV//RNZ3P5wUJan1O8u1tQa1iOf4baHYWXh6Tym+MUOWVFi2LCBhEPuZ1iK9R+5hQb0L6Nqhiv71b5j1/+z4bSDYjR2kuoad/UaHPj8jfrkPNG3QFDQCXH1Mv44lyTqhdlDPCOsvc2toNcq4+7Q45XD/vKluuwxT45ynloym4rQAqErfZNrSNHdr76+dasZYRalRHmvF79b/8JNI/pVhODxgescODyjrmR6PIp2pVYAXK1YGw+Nn/GQxj0/46TPGerq2HL1nNBLgQodhPDJOCnOQYkRbjz3IIjJazcE5tHZMai9KBpEeGSvT18ntoUhOPPna3gMMoxTc9sbwHEeZYFoFwxE7TfQU8VoY86guBZzdF+ub5GsHrFtOpNJwVGqIaBqDkaVTBljvhclWI2DfGYQ1o3Oka3UfeqEV3er9WjHfM/vMzvBFyyKby+6LBSW+N2i34UlP4TfX4y7nVeY7tm/fixSAnDO1yXP12oT5qxT0hkbT2jsw/nGxrqVQa6Fs76+ppvH+2Hh7aP/wHx9+1gqkTkwZWv37bL6dpdl7p7RGj9fvnqiqgV4KdnQcrYJahflQIeWO6sh3fmPgdGFp3CTRSmm0d/QOuSRomxSO1tFypNckU/AP7MXc8l1VlT989u/YEVoxHR9xB2H9Ou9wusvgRne0GkB9HzQW68fvcy9U6+7nZ8TS6O4zHy5QlbAulabGdD9P96m8djKIQ6GUMA97l+v346BUmmXxVTX3mqPTGnemurD59wGdUZRcsUpRdX//3qyRc4jU/YOzqJYFHLs1JkYAXykAb7LIQu0C8sSSZABjhEElxbHC2oGuO9PDiPEibXWT4zAdaF2jtcPuzXJMiWkShqJWWoYdreEffoAiDZHyFms1LQQaApLWAr1p7GAZu8UpaTyPR5GC04uEJKNQrdNN270yZTiZS2YwcBgnvDsIsPv0xKfHI61UqlZoa/FmQPcuNjbGybChCzdMWwnN1BaoFWcmdC8cnEOZTjaKnJs0kIOVJtWM9MMTdjC4wxM3m50+iAy67h7WvQtDs7aGUYofpuG9XtCOvAMlN7/F48OAozEYh/PH3SqgYwcBXG7hO71mjB2Yjg4zeazp1F4wxt/InDQl55yWKb1hjGW0R2jS0KTaZB9UDj8K61Zby8ENTI+fRQq+M/ONsUSVUarTsuz/D48/yDq3W0Qo3Sk582huuQ5yr6/LQi8Vp6WBEl9yKDQOCAGAlr+zbyv13dpkLYHWZC26NY2tZWrP5CJKJK0MtUT0HpZUmviah3VhGkZafWd5ywls9yDj3js1JfrOCFJI6da63Ku9tjvoLrhlJLe/z2gtMVGVECVSinRj0IOV5tCODMOAVn0PG9uDK7t81pv9hviDvq/Lo1YYDcM4UlMm7oPGlmZKEyC9t0ZqCZSi1Y43WgKGtUW1W3jUO9MmlihuhEZRtnVfpzrV7D2hc+/1oQLVpF70N6/rDnU/Xx2x8WitYbpGd0XKTeTEXRN2Rt7HQwFH/+H73kHSGyur1fZeJ9+VkIrei9RNre/5FR++g5alMVJKGLW1cMvu0crQs1imPfgneVzv9FKoJQkTuXbMYNBdwhH1w1EAF2to3d3X+bbvY6XudWNr1LiSY/zuGhNG8T4A6x3VG+5woFgvjLb9ddlDwHRVxJSFZFIT+vbZjKX1JnaMXYD33vrdJkSrtu8lVVRcQGm7deNd6rzXE1V6kF6KZCAZe3+uDxfx/Y+9NfJNRWodOYUd2NfCTKsVf/NSbUne220Q1WQAYpWm5Is8xErT2lr6vo/ZSTNrFvVoWzd5K0HeSynCxqd1SimELbwPnn+jCnm3D9j/vq+3ec+CuQEzUgpWYpFBUq7vdcVW5R51WpF7Z6srtVYhDRm7D2WF+NH6fT4F+6D/8Sh1gFYKiyPH/bs27l7T7tRHvPE4Lfk/ytu9XtoVrkqRt/gdoaC1IoF4TT5b68Jovn9npdBqFgJAR6zGlKiqaog41TAWqhMrr5Arbg+2fXz4jDMOM00Mh4nhIPB816JwcW4Uj3R3oBnLaDtaNckP4TagKgzTKMF3VvE4DLhxYKsb3mms2kGsPRvg+HCgOWEDTz9+ZpgcRjsK0IzGacNwfIC+cjw6dDc8OrsHjoJyA7438BLO2oEe92Fbr9QYpf9Bo7WldLHg6bXKGlErphSMm4S4VovYkviJg/OMg6h3rZ9QtmHHIyolmvGSjeIM49MjWoM2lkkfUGi8d9inkc9erNjccWAcJw7HI3p6xDqFVw3rBw6DYcJSSke5A8qIMtcfdoZ2q2ht0FaTGhy9uwN82jkGLwPNWjuOgh2c3NM1YfdcJkXfh9wTpWea0gzG4OyA8QeUkuve6Xe2tFKWniuUwuicqOqaxfrxTsoo1knoe9dorFimjCPD6HDGM+zBztTEYD26VbwzmOGAGYRclUqha6kd1T6INL2LSmpnKBtnGbyQv/zjIyWHnTQjBkraTLhPBx6PYl2hrWJ4eEJ5R1IDqmXcPsBRk8eMnpJlrcohUXOmNFE7Ky0DSXd4kD7ulp2mIO39f+7ilVy3TQLXZeRFK4VGRxUhhMUogyVtxDakpo2y96FlE6LBR29vyVv43rKzq06+WUU2yaBK9b3v0KOl7aC3MxI2boyllLZv4B/B6LLXoEpeOye0NWjVdmWR/E7rMBix8Ogt0XuVWuPW69yLpB00LzIENmQ6+r7+yh5UMHpA4aXX6J3eFdtl2XtcWWu1UejjYX/PCuU0tRTyvvf9PVVgSJv0rPt9e/+cH3rvVsSSVJl939+7sVIbaR/Sp5DlnPSyE5O+L1oUgm+A2LkpRF1ETXeVL8hAOHwIn72RL3IXcmtr0ncorfE14fyBnvP9vFqrpTvq0GqW4bidUGbAGCX2wlZ68GFwHMcDqI5RBTtoplueihXf/8rNFlZOq3WO6iVj6cb01tqIeiBllNLktHGzVUXZ/f2BwqLUbpnrHtBu/BBcLghiaRWj3vdduihwqtVCQtRi6aYQRfBNbT3umQ4JxM4GuZZbFVuzFJKQBfbhIr0JyQgkBNZ6UI3b6Pt+pez1QM75bldbSttrviIY0F0tsfcXHwLJjT7Qdxyx7N9r7Y11++fD+tvxnyD6PzmKcWhjZFFIWaan7CB6ew+Q6b2Td/CtxiCNXu/C39CKUDIpLHJj9yY+PRSMd7S43AvgmgpxC7KpfWBSOecpMQvTWgGlf8eougXY0So9BWqWC6XmKgwiJUw/pc13k02Mlw2kvaNxuRZCWKBXuto/e2uUAioVAZM/MF9S7+SYqHkvgvdJZE7CDO6lELd4bw7aGgBNb+pe2LeyUUuhtC6bTW/U/H2hf3t/rWT5k7W/UUj1vaiCpMwukRYgZ8vpvrC31ihVplw9BvGq7pqWK8ZodLzswMEEtaC7ZrQyaGipkWOA1jFOE1kpuZGXFXM8oLWh0O7hoDXLxngDdmvJ5GUjtQoFunaormhq913UFqsHrEM03qqinaZ0g27yXrS1WAtqVGir6cYxqE5Viu5HHlRhPFqMHqU4Nkess2g94QeLO4qvsK6N1oUt25XBWkcfJhqV4jXKirxLYZnGkdFq6uQZB0ND0Y0Xa4RS0XSG6YHmH7F+RI8aPQyoOVLsPtkcJlRNdKPI5fa9367fSmmygRtkEFSC+PFHY+7+Vmm/dnsFbyxrSJRW2JZvtBKJsRC3C72l2x5NU+8T+d6rMMX6ByGJ3hfW20K8XqDLFPMm0+8p3BvP1r5Pbm+LeL0aKwE9N9l1iwXye7NXWiLWSiniyW6UpZVC2uTaZJeO39h5aQvv9+odGKn3qXYtDeuNDKraO7NLYcgxyL0lKSHfMdVTTehw2r3BO7U3apaG3N7AMeUoWdavtgfR3QhXWT4sqpb7wK9XsVFpNVPihvbv3nppL9BTbeQqgXOdBsrcFSLScO9bYmuE2/XxYV3qNdO1sP2dF6/HHw4/Mjw+QO/YlmSqXEQ2/dvGu7eOt5rYKgaw1tDdO+gkr5dFjdi6NKZUvPGEbSGkRKvbnSki3+u+8WaxZroBeTd1wa3w6iVDFzWCqo12Y1x0diZzxxh9f8+tFQIdRyXlROlK7o+4im+27tQwM4xO5IrG0IsUtQYtn0EbMAJGxxpxdUN7aVjowmw0dkAhwTLGGoaHz6AbZcsoN1BUlyL8MBHXRe6hfd+JudCzSAKdGemm0BX4uqer670B7tCLAD9WG2rvPD1+ovYmjUYrWOcZjGawDtst2o/Cuj6I5ZT1I260pF5wSqOtFJpNd4w+4OyRgx1RSOhtGyVsk72Qrb2gu4Pc9mLMgpb8id47OWc0hcNkseNIb5nS4fB4RHl5XOlyh4Uuoanye4mtVDKN3gqtV4bhQEfOc9v9SzGKggEDRmWsjnu2Skc1hfUWxlHk29pL89oL2h5EJqoyGkVpEestW9pQRjwNrbPUvSBHIfJMP2K6wu6fNVcBX7UyTNMBh2EYH+m1iCWDgZSEOdIb1C2ScsYcHsX2yEqBnkpGUdhqIbYmzarR9FIpaR+kVKi1oDpiT6NHsZvYFwS9g5CtiFqh5cp1OQtoXTo1lt1Go9JqpFZNqQVTOqhO7QJklwZYT27tzvzKKck1iVx/5R5WKU3N7T4sRlgxSym01r7LiRicY8tCWmBfR0L4METthpyL3F7akJ3FPD2I5U8pDGr3RLeWmlZKEjDQDo5WCjlWeivU3iVwve/khi4hWYadKd4ia17JTUC7VLIA0cZRcsRoYTbKaH0kble5Bm4MO6DhwD7Q91pKa0XVGtyEsTvI1BuhbmKj0BUtF0p8r9fgvZnWWov0t8iQpXTYSqQ1YRq127AVML1R9+Fza5UQxTMXgFrIOdNV389vZdtBVXq/r7FKQS3p3bJwB0G6smwxyv5mJatm28HYjkKW1lszlUlbvtudqcFjB49i9xL+6SdQhoJ45eZahEgxTZziDoZ0OZuXNYhdzL5XlCLXiDeamiOqNrT3tBBRMdJrpqDoqlFjQVlHzYEa4t7EWUorwqLUCpWy1AJ2gJ5EDaY1vRSMabReUP32fmSfwuxO6/twZo3L/XoNl1epT9eFED40hEpRY6T2LoBPKTsgr4jqw3hnZy1yu6dAPkOp9CKqqa461ui79WWIG/ROSislbqS9li9diCW5Jllfd8XZLayud2F6t9ahRGoq8tmbkJhutUKaTyxbul8rANt+vYrFY2OJRdY7o4lpwygZkBx1pddCzfLZW62kmLiGSEgrvde7bQ9F7ltjDE1pSsvUUslhpiZR3pRSsTWK2kF3dG9sy0IvDW8GrBIFk1ESyjkkRW2KVrKoVHtnTYVeEqXLWjQvgd6rWDMpTd5901vfz83te94SuIJylq5lUGJuDNPW8ePEpXTQhta9+FQbjT+Kh7AazO676xmTDHqpSSwYtcPaAaYHpoPHe0s1WoLFj4+AQu8+3n044oHFdLrbA9CVQu1qud4rxjlZf1tl9AMHZ2Wd7VFsMnrDDRMjFuvdnr+z1+lr2PtlpM60ku9lqdzythRqt4xxpFKEjV0rPSdibbSasbt1SOkdVTO1F1RrjF5hlbl757aWGQ4jRieUhaPRWCP2KtofMM5h3AE9HfA7+1eryuAPaHvEDR5//Cx7uZPf9WZn/1KhbljriDmJQm04it2k0ViMAI3UnQma7+u2NQq7+x87AylsKDOgqsK6kdbVHurpefAjrVT8wXMcNMaOu/hhw9aEotF3tPCWXUDOuNJRKd2HH14ZUBmlLMoI2G+VYo0yZDXW7ZkIBkUnN/ldb0a0G+6ZDm0a6a2gWt9JWFVCihs4rzGDo5XMcHDo4QDKYA4HrNG0LuSUxm6xZCxmsijVYXSoVnAWcsgYMgxHau4CFjqLaRFqJ2QBzZJWqBIZlKYoe1eW3qwpU02ivNGAdfL/mqlpJZRIB7Lq1LAJL2wc35nbrVGjrO130DSFu+KspMzyQXWllKLkKKofrcm10kqmhSjDnw/wXK23DK+Opb1P9W6DcDuQiwRV5j0EGxQtV1TPpDWwbiuqK+lDujyf2YFt0xu1BnqFmMI7wF/lvLTadtJuoaeE9pK30u77ipDVKImQ6t2iq9dKqYWUIlVpes07+USe99Yv1R3stEbeXytizUKrzPOFnG8q9SZEs1JJJZHfnilFE1sClCgpYQ+GhNobcQu02vY4+YZ2lVoUYEhV1mHB64yQPZSi5yp9KRnVKq0VSi1yjvt7EHrNQUijWXCpG1dWsPfMoPZh1ThKPbBbzV1LptaGt0r6BSMWtdqBNp5WK7mJAkzTaDqhyr43K0UxQp56UAJElxsdq3esgaIUYVmoTfCNXhtqtyfpVcmA6EY4VApnlKwhN5JO6wxeYz4OwpsRy6FWsEbTVaMnuQ9qKZT4fm17VWlYaI2cg6hgdxA9pEjOlbITWlBdhlEl0XuBku+Ke9UarRbilskl0I1DDZ9p9B1zhC1IPRBiQu8hqcJ+V0IQKIVuLXW7kHOg5UzKEYrUKrXDb4nLvXeK+q2E7+8f/wmi/5Mj5UyunVhkUapKUXMVtmrNlJpJKZPCSiuVEje2sgNuvRN3xmdIhWV+FiuWHMRXqAvQEmvDaE2ple10keZtZx7lHIk5UM2ArvtmUvudyZtvLI60NyAtU9OMsZpcMzUmyg6ol7SSUxYAt2VhEu5WMD0EWpaFZimVlAIlF0pRtL3hqapgaxYW1z7VgR02z5W6M8N6kalhyeIJ2HOmFfEd6jUT45WaZGK05pXaOiFs5CQbVCji8ZUv530TWsk5k7NM5UuK5BjvLKHWKikv1H06XJaZBmy5Me1NXQhRCtd9kmrRbCGSt0A5nzD7oMB4mUgnjDxfzSh27+YSaWlvYGonV2G0lpyp8YJTntwb6bqAEVZ7rY0tbsJSqeJ/3EqgpUSPiZi2HcRwpBhxu3VK1YaWK9okyhZwfqIah0FLqGNrKNPo3aAGT04V3SXkxQ8WQwUrG1PTHq0dFZHpT9rjVMH0TqZQuyJbx2gVvVum0uglYhwU3bHdcfzhwMieAN6q2AUYxbydUUNhsIZeCiVtOHuglioBa6nKwtwa+BGlOuONUa64UXL36W+QkcfOHKhxEwaVNlitCKmSc6FsK1vacKYTQyDliLaWFCI5JkK4Cmhd9ylx5t50lrLsCzbQNTgFtZE3YVHVmillo7VCq4WWrqLIWKUx6klYLzVEetcyHIrh3vjP68J6WuT3w045phOyNF29VXoqhH3gNi9n4nwSL1fb2NYIRYqBWrMoFn5zWKCGIMXcLr+ua6BtidI7tQvbWysl93mRTQxucixhMlU6Yb8WS5nl+2idLRVaA9Uz87ZPq29shCSsSK0NVVtqkaajNZkCp5JJ24qhStiO1vKYvjdEcSPkIiC1HdlSvg/IYqnkdQat78OSlgQQb7USt5nWO9ZJw0jtMsTpwmJMKaMMwiLvSPGwr1E5Z2idnAstBfn5diFuAt6nTdZPGWBIA55aZotpb5YjtRUpTnsn5shlV/+EvDcHt+t8v45STaD3zbhUAejp5O1KTpGQE7TCFhfYi4CcbpP9TkmFngO1JUpvLLmQzmdq62IvXytbFkWL05rcNGtJqHaT5w1gB6zXMvRTllCy/Js7Undf3rIrqAAZxJVMT5FrKCijMDTmJd0tKlASvtSsol7PkuU6eHrP1LjROljvSX1n4nLDdyVfAY0wdoyhhERmZyYNA05bMpo6TriHB5yCrckw6jgM2FrpDYzueCVhnpOG3g257eqWXnaWjd7ZVLDmnZUpNONdIu/AdFCNGjdhSYhGnoM/sjYJuWm142sRa6nS6DXQqzCj1rxb+ez7x1ZXeR1kgJCbgC9uOIId0NZQgao1sRV0TcSrDNHTeaVu+3XfEdBt/xzoijNQtGL0lvO8olUTP2LjpC7pGf8wyPl3E9Ng96AeqFlRQwHr8HbEaYc7emHHoqXpLJmgCqkKq2pZrnQrA2nrHdoq1pjpXUmApUpiBacElHheEl03xocnWhOblZoSdIVBUdcrNJHzlijAUy2BkgMlJWqqlBzJayDXSGsdvUeKGgwpXgRMizLgyLVTtoBGwHPbDGVbWLaNWm7BYXtZtLNOzO5tHFIVdnJKtJJ5noOst60IAz5qDIf9nkzEeZY1vlZyuNBRrLngVaVqTTfiPX4DbiekYZPrIgmpoHZKb4Q10Jrsv7rDmpLUJTeyb85yWbqRNSS2VDh6z/XyZzLiwR22iO2dss5okDU+iZ1Gr1lY2trtWTViSddTQjsIvdKLJqwX2rYKo19VWiikuMn12+G0bMLaq2KnlYrUpaU14nohbwFVxS6qtELeIjXN5Fx2iwthFN/ycO52HSCYTYyoKgyykhbW9UQ1jlYztEJKmeu20rJIpGVZFCDx1oDHbabUSk6ZWgPXl2deX17vwxNRRu1gm1ICFk8DnUJBWJDNH3AKqUG0osaw5wF7rnkhl0zb138NUhfn3dqmd7YoTOGYkoDd40CplboGdEqU1qVxq44ckljM9Q6lU7eZsq1gBmorRDR2HPaJiqLHjV4K3TWyG2g5UmulpEAqwv5S3rP1RiyRGGY6OwGgNdbXKyUlYgr3RhOgY8lbYkuJFDba3j/0JvvwdY7S4/QsSipl2BNIqFVIQLWI3Yr2Iy0njBcwKrdCiisxd7bThVyksW1NkVOVmrQkQgq0VGilULeL7MMhsaWN1ndVSs60Viktk1oS672SiTnilBAAStgI100ITR2ojbDKWhHLRimibhFuohBHbs13KZlcE9dc8C1R457p0Au3wFfh5jRqiuSw0XSCXrF5I2VhApfaqKWzhcByG+7UTFcCjCiU3AelEJdICYmUE70EycEyAj5tpZOyDBhSK9gO2hhia8Qg10pcX4QNrxw9F+quWhA2bUfllZKSrANUjG6iSOtKPNKNppVIjhvchgkklLUY64kNVEpoM+D8Aylu6EEYkpWBvFQGb7DGiV2aNTgGvNaM1ova1SmUE6Vt2DaGcaRoI6viHqxuaThlGIYJRcPvxKwSFskPMHZn4VdMF992UgYlOWK5ZnIvEqQ5HsUzvhWUVoxdQKJQCiVXakiknNFpwyh4+EHsWJoRBq49yjBWDx7tRtxhhJp4Gh3eeo6fHyk5YY3cbx2FNY5hkJA8ax2PVjHYgaOVfC2nDUp1Ho0VO7rW0F5hduJGT4FUKxlN6uCIZLOHPLaV1DXkTCpBLPtapdRGM2KTE2tiMLsVpDI0xIqlay09jAK0BI8e3ZEYN1JaqTHSU7mDt41KrYpEo2QJUrTKUq4XGXhfX9FGbE6MNqQiDGftPV0rzKD56eHHXd0r5BnrxVoGP2LGgeSsqAwrMvpwUFJjHC3khnEDOWUmP4oSRCusM0KuqpVWE5mCHiwYhfUeVCdbBdqgh5EaA2uMtFLoaVdpAClGakpU1aktU8k7AUhTY8YZR40bORVyK5TSKFsk7aSm0hpKCSgPwhBXRtaPGKUGKk2A1bTjK7U01rc3aimsYaNmGZTFlFmqEJZuCqWWNqiVEBNKyZ4S9nWoKkVLcSd07T1YmXeSjqaEjRgibvSkmtmSrFvGvQd917zRtSaHxGVZ0LWL33WrYtG7e5TXGMTSriJ4SN5233O5Z6vIWgWbqRWMFmLnLew0R0ruAo7uFqe97eetVHJpKDvQwsI1hjv5oZTKvK7EcKKWdB+W9iYgaUmJXAq1hHtfCKKILL2zhDMhJuK6UXImXhdyW6SmKo1SEssWuYZMyQlaF4sSLQOB1qqoBYCg5LnNTXXaGroXsTxBbPTiDoLXWigli1KwJWJMrLmIBWxv2FpoWZRig9a0EDkoRSuRRqP3Ss2i5lWlor3DDh5KotWKtU5qjFqgR2FmGwNVBkprLhSl2VoQv3mjyXER4Lg24ryidSbXxikq6i3UFchbpKcs6umqdqa2oTZNU1JXxHXFAjkFUk7oIu9ZNRlM194xKrPNgd4027KyrVfCjtdp56AmyXHoAtIbLQrCkopY/tSKygmUpuWCtpZ5u9BSkH5zGLBOyCfKGKzTqGrvhFhy3gfydcdDpCYue59OjKR5FvvAigx9Whbr3xjJ4UqvgptIXqTsQa00sd41/wmi//99lJQoaZ+IIMzprSyYrslpIc6JNRUpSDpsy1nYRzmxpZXWMqlmQknoFAgpEXKklkpZIqUEWggsMbPGxHWLAj5vV0qqbGHldH3ZwWgB11oKrCETUtwlkNBiFvZODKQwU0rjvL2wXReWdd2nd4FexQ6GkmhpAWDdZtbrlTpv9JgEqIyBGAMxJkpYaLURU6emmdg6DUNeljv7vpTMGjda66zbmXA+k2slJwHs8l78x7hRQyBeZ2GuVJly5xSIKbOVynXddqsDKbBLWIg5U3fQapsX4vXEZQ3MOXC5XPh2Osmi2ytzjsRciMrSameNEZULqRRyTOSU0LWxLgm05Xo9YwZh1vQShGGFLH5lvdJyZSuBHALNO163lVQ6uSRizigquS5QDVuKpE3Oc0kboSTWsNBiJG8rrRbCeaY3Tb68welErButZOL1AjWSY6WmQm0r67qJhVBT5KywvVKM5WA9ozJ0DDQBoXuWkDNqk/CILoOGjQpGEW1COY/WDd8FCG1a2B3eNAxVGPtWJpvT5ERGbDtOAxV6nGlZQOXWA6kt8t2qQsgbLm9k7TDeSmjTulG2QGyKMHly3igxQG/kZROvPi/S59YkKKmGTOuVFDdqNaxho+VEDJntZabmROuGdQvE9UQtFctIWgM1F9ZtleFGzPRaUKWgirACYpj3EE8nPq61kFIgr1eW+cR8eaPXvbhMArb11ig5spVCWjMpLfS0UbtiuQZiEiZ5zpnzy7d95ajkTUKCa6tctpUlBt5eX0QJkRN5XVnjxhZWKBlltBT61tByZk2RGK6kmqi9koM0uroW+raR10jMlZwEhGq1kI1lXgM5RrZ5ppTIYAzhfCKEjd4LNVeWWPfBV6StK8QrrUbyutxVAjVHKKK8UHvAjK6Ncb1SS8Z0YdWn0slrYNleKU1Tl0BImWWVwVGLkVRlgNBiIpdGXWVosW2LACLbQsyBFGdK2YR9sG5789vYtkRexfJBKyVAQq8sSRi2X89/ZUkLlUZfLnsxWIkp0OLGcrkCkGsmXc8sKZDWjbdZfj6/vpC3SDotKO2kOMqRvJ1JJaJLotbCFjZKL8RlvbPztiTWKs1YUkz0Ko/NNZNjZt0CSo+Ekti2C8QsA8MUMDtwUPIm634UC54YA/N6ZX17JVVItRBSRHtLVh3dJFio5RVqw7ZGy4bSRDmQShZ/OSv+4LUUQlOEGOj+SKyBXFbSeoHe2HAoOkFZOg01GGrXhBwhZ0ythF6wOdFVJ4Qr190eI6dIzR2TA7FlSgr4nb2tCjvLW9G2K3m50OYL83ZhuV7lHteiDLKmYa1kJGg7MvaGLoGcAzFVlhLxw8hynkk101Mmo6jtSkl5B2caqcjwOaVKrYGQInGb8doSY0TnRI2V55LpPROz5RwSzotntNEehSbGldJkSJFSouRCL42WA8NgwY/UKoyZuK2y56wnlsvMOD7uAHjHVo0xlpAyIQa8HkhzIZVEKQLgaGUFVETWqdor44ND98QaGtYUHI2UO86NlFDYCMQ8U/OGKYGgGw1FK4nePZ2K65Xt7YyqgVYSZpqwxtBqxHWxmBuMJtUCuTDsai5TNWo7EZUwjnUSq4MUMt57psERduCr9k7bZIhdGzgMrVRymdnySq+N03Vmm1e2VNB0SsnUnNnWk0hCuyHkTLq+kkukt0oIV8iasj9vjpnOQA5BgFrbybWy5gU9WBqNLQdaq6zXN9IWSCkRYiGtgZwl8BejOM1XlucX1i2QWxWWVNptMnKWRjBXUq5crzNbDPQYOK8X8p7bEZZXwk4GCK1R00qvAoK3dSalWdg6XVSDIUa5ltdAibKW5W2h5MikFeu2CtspJ+YQyMtCiJl12djKTLx8FeC1NRQW8kZ6PUFa2OJGaoreKnQJ++2FHeRrlNZZt0DKlRiqNNz5RCNSW+WcFlpsqBi4bjIA7K0RkwxFaZ3rslCqIoTEtsyoVvBKGIytN+K2UbYzIUa2kKgtk3qjdVC50ZUhlkaJUh+XnCnrKgOVGOWcFGEItZjYljOX5ZmYI3MUYF1sDJNYWPXOFta9Jk/Ukvj2+sb5z6+ETZhrWyqUcBZCSmvClKyyLytv8c5TmjRBOWe2uPL89RtVybA65cCWI8t85nRNtJqpqbBdrsy5UFHEWlljpKRC2S6iFm8NVBWrHyXs7Fgbl+tCp8mweGdjriFSc+I6X9lKRNVA7wU9OdIWySUTwkpVloohbQtp29nUrdNDIGVZT1qphJIpVQAScqTERNwC17CS8wZpZZkv9+GwrJVZzr9q5CIWZHlL3BxHZIDUuF6/0peZ6zKjo7B5lxioMVJq4Lq8AYqcZC3uORPihZgi87xxjkF6n1Ip8zOXeeP6+gJFeqick9w/KcheWPs+6M3klKg1EecNutQAKUfCdiVdN7b1KvZAQIpn5suFmmQYp3onRqnT4rawpYxuQsLYaqU6Qwmy796IORUBumJemeeZkmUNLKWS0sy6nii1EcLMHAsd6VfEAx2WcCFcTqS4YrRhrZmcE6l01uVMW1ZynKlhRllRNm1rJiUh7xirCSFwTmLHlnvkHBNhO0NcaVpsGLYoBAlDo/bGZA7kWmhbpHeYtJNBThWf3jBfoXRi2Hj79oUlLGQNqWmKPaKaIlZFaV2GQTmjjUJlyTHKLVI1NG1JNTGZCeccREUB0m5fseVEbgndR1rJXJVhvQYSMkxUTkHIjF3RYkArDdeEoqBSFlJWr5QY2MhYZ/G9kpcz3YlVWyqB1Kqcr1ZJ24oziskZIYL1zvl0AguhZoJQVFFG0Vsht0DvjZZXUY90Rd+dSXLahETTErpXcikMB4+xWhifrRGj1MjKaywKXQrOyWC9hw3nRibTMKrtg9Yg66UFbxXLLGBfbYEeC/RCC6uwN+mk04mXuJFrpYSFbZnZQmRNsm6quEnOQsvkJQNWlCA0YlupUeyvWumspxfmy8uuaK5E5J5uvRNDYy6ZHCLq8CC2GK3gjaP0go6R2DOZRM/C3HTGUFyjWfER9toxlyh7g7XUQTJdahVih9aV2gKliR1ISzPVOEpOVAq5N6qBnoJYQaoKWtHKAjUSaoReyFHWFtOi5IKoDrmiVOUSE/ntSt5mtlyIaSXTUc0RcmKbr4TrggxzZRjZ0krMkRwKb8tVerYUBdcpRawfEWZwyGINVctKiwE1XwVkplN6paYo9fF1YQuBuEW27Y2+LSgNKVSWID1P6Y1UguyF6UwvEW3F2qkvgdZkYE5rvF3OKAXrGtnWSFgil3hlWRbW64IfR7Fj2fvA0yKK2dy6KJq3hRA2mrWkHOU1NLuVV6X1jNdwvUbmdaZUuKSNnKMAj1ms0EKQOrLWTlEKrSvkzBoj5/MVuuRntSakydIyMWSa7pS0YXRDeUNKmSU1UbPWzpoXalqI128s20oLizD6UyFvgdSzYCOXr9QQ5H7IhbBusK20JPdwXlfislJ7oeeVquHo4bKsrCmwhUiLlVRWcirM6UrIG+vlSiyVt22mZ+m9Wu+0LNZ62yZDc0BUZL2Re2NdV66XSI3rPgTOpCy9SEzi5W2bJuZIXK70HFBmYEsbedsJByXQOxJyuzMMdN5IcaNfTpi8UXskxZUUI+vbhbRuxLSilJHhbk+kUqlVcLhaBKA2xnG+roS4EbZAL4m1ZNZt3nvNneCKDAxSacxrZA0LKQdizVSNOE3ERFkX6AqvLKlW5tNX2l63lVbY5gvX7ZlSEjUJE7/lSmuOUitvy4m2ZcLlKr1y76R1ZlsDtcjQ5npeSGnjul5FKeEcxIRtjVwapVXe5is1FwG/44aar+SUuOSCbYUtrGzbxrq8kVMkLxs9F3KM9JJ3MkJmzkn6thJRvdOzqEBbqoQtktt/zJf/PxY/+n/Ro5SFUiO6Q+2DMByqJqSC7ZGtOpT36GWlXM6k7cz4+x+ZL7BZSykrrybJ1GPdYFopo2LQD6zXma7fsM1RS2PonW294jZHXVes0ugeSMsVM2YMsK4zy7yybYHJTqhPB4oxzOHM58MDYd1oNL79z/839o9HTPK8pILTje36K7o8Mi9nfjaaa0mM9lE2vW1mWTvHP/yRJURqfGU8PnFNke1/vjH+/Afqloi147ZEOL/C0yMuzqRPE5dwQaeGWR/4ti64t4TpmYBnMA0iFNN4O38lhUQvJ/zqKaYSVEWtC9PkqCVzDRcOw0QsctPa7UrqjS1fQA9s1xl1MKxbYTjMpFURiuJ8WTAxsK6Rlkdhcm0XXiNMZeNy+RXHDwyPWtQAOdLnKyEVmtJseWPYpOHoZuXtfOZhvlL7T8SyEoojVMd5OePdRFcycW4atu3MevpKUSu6/ERSBeLK1ibO65VfDg88f/3CMHlOL18xv3ymLStNdQb1A5eXGW8szlfmP3/FNkil00ugJouuTcDPtDLZjTVkjtpCq1z6GZ0dumX6CBXDYAzrDrKH6xWVEuVQGWOjPRhSLowPA+c5sqwL7SgDkEYjEjlUKHkhl4WYFx68ISkFa6Q+PAmboTWyavhayWFi3lZG61HDiL2cWcuCJ1JzZXQT1Tdq3NlHS2B1B1pYccMDdVvQtXDaNg4pkunE6wnvHlnqyuOjpm6ZS1k5fPa8fvvCLz/+QkoFTYA2MnjPfL3g+0J8O3HKnZg23GaZfCeNI/N8xfSFzX3Cx8zWIkY7Uk6YIoMOlQvb6ze8sRQdqPpAKIW+zZjNEvVKPb2iDz9yfnvhqOEhRcK6EdLKg3XktbHFxMEWwjzz9XSmbSeqasy9UHSnbIpeOpdl4XAoXF++UTZoXZGUIy8z22Vga4qH5Q3jBsKqSKbwWKBpw6kWjjHTqTRVUQeHyhCv3ygDNGdAR+oWSMsz1v1IWxZUK5yvrzAYSrjg80aqG602GUasCVMSdT7TmyWsGXe0XNeNVKRJsilxDSeOR0uLiaqEJWpqo8wL+vFAUI0QFrZ4xtsRkzPRaGHMPW6s64WUEvl8JuSCrZrYM80/UGoHnFiXLCunywtdPTGoSlaN19NXJtsYWiPmjddtxRRN4IyKG3nNMFlSmslLx9qRddsw24U0jrTXK8GI1/zr6688PD4Swyq++jhMTrRiKSELiN9mhjLThsa8LFg1QJoJyTE1xZwiB9WZh0xVii0WTkvHf4rCQiqR+W2mXRLBWrQqZN0I85loRmwxhOuFGiZO1zMxTyzblb6uDGhSSbiQUCFT4kLQiq0EnpzmT28GvxcASmvCZQVlOBgIBOIcsamx9ZltMKx5RZ0Uk3OEWsEdIaykWIQJXhd6GWU/co5SMw2xUym6cn79E+gnqoLYK9vLhfZ4pb5cSPpIHhVz3BjWwPnlFecs65dv+B+d+AmGhe18kT0iBx68o7dEDAkzWWpXKEQa6/3Iuq74pxGuF/ThZy6m8QPCiMwFfFWEyxmMYUkb+pxolxOf1z8Q1zNrrjwqD+dX8H+kpsB1fSUXK8ySGEB9osREq5HLmohvr6SHn1gvb2htmcaJbesYaylruA8w6ZbzFkl5IsxvRAbWx4nYImpdOV9f+Jz/sIMnK2taaM7QTSbmQsOwzTNvb8/0otnSDhgWS3+AMnd0XEnFkathyTLYumwB1zTLckIlR9CV+DiyxgtDH9hSEhXB+Q0fL/zw4x9ZQmCaRuxx5H8+f+PTYPHKYqolhZmEwdYzalKMuvOyzBx7pzx/YRuPwuwJG8Ud6THy+vIXPv3yr6QYifOCYmMrZ3KvGLtQC6iWOYWZx8srahzQBfpWCbHh05k+WVII5Ckyb5GjdbhHy8vlmXV+Iw0HUuqk7hgxbOc3pvFn1usb/Zxw/mkHoyHnK4eH33EOF6oaUQ8GNV9JtXEubzy6HzC1k2tivZ6oXXFymXiB7DwtRXpTlNiZ6wnrZe0vrdG3maV2jl1MBMKy8HZ9w/3hfye3TK0bx/xA2s60yxv68JmswDRDuD7TDwda3Qhb421QODOQt8CarxzQnNaF9iWgFdTrldfTxsNnRV1fKT90SpXBpJ0Chk7PkSUZjjVzOV34wx8/QwwsNeO04ZxWplJ5VJrL5UJ4+MQweub5BecPvFy+odxEKolrWmlb5jh6mlbgDTlEsafQAd8V17Iy5omkAiFENAtZj6jlAuOBmiNOFWqeWdRAqYlDFmCgxxWlK2+XFaM2LJ8kdN5ESk60tlHaRs6dWAL5Gmm+klsnloVvL1/5b7ZT9IDKM8PBE1PgmhJlnolrJfZOVYXt+krdYCye5gdSLpR6xfdGCK9o94DphdA0QzGUKI38t+uFT1Nkfd0wjw8clTCQQ9ww25lVP6HzyqU7YtgJDtry9e2ZP0wibV4vV8ZPvyctJyHCxAX3aaR7y5oafVs5+o3rtjKNI327sDTPOHieX16I3XFwhRxBHTNleRMwUGk6mry88WtW/PLTL2znbxwOf6CpyLYlOgmMYwkzOo4cBoNeI5lE0kEIKsEwDo4cIp2FUjUuVYIqKDo2K1EHWUXKhVBWubaXSjYy+H/ShfN84WhEOp+bIaZAZEHZTyzbiq2JYXykbReudmLIsF0jTJaQLAeTCNcVddxwMZB1pZVEOSgyml4VJQVhF/bKsm7oXLDDSMkbUQ20ZFjDG2vW6FhJAToFpz9xOV94Gi1FDYRwxShLXAKffzfRrhvaKwpX6hYwKHQMKNNYloWQRaV73RTOWXKemTdNrDMpnagxoz55wmXDpIncKnG1BF0E+IyFpwFKN5T5RAuTfO4wi1oBRSkXxm0itc6sFE+tkeJIvM7k44RSlbFV1hAwgyG/zZjW2JaAMVcwn6jrzDVGOGR0F7/bddswWhNj5NFOmMuKK41rjWyXV+ynn6lpobWNFjSXFCjnr/goZJPBOdKyUPSAjpGLnTn0tqutA/7wIMzSZsmtYqomhIhzC9kGSp9oWyB2Ad7K6S/oGrjMgcUf0GXhqWUZhuWNnjMpBnoTBbILhVYvlHUQ1fI8E0/PpPIj6dOZVAoP8czVHXiomXq9cHn+Qks/4I8/kmvCZMkmmvOGqpprSkyqkXtnXq7UurCOhjFc0eMTrUbQCt07kYrJmsvrla0kDn0gLidgopbMZicJlOgQliupXinDJ6Z9Pe5opnHgfHqmFYceM7oaUTK1xpo7tleaSnStucwrbVAsuTCmTOkKZyNGN9amub6dcE5JspdtGNOJsbCVjfW68gfzQOxHlvM38uJQo6KtER5GzmHlU66YmOGzIvZMLYpaHafrhdIyTY343pnfrqinAX9ZCD97jB2IJfNtWcgxEFJgqwoVX5n8H/j1cqaXgS0tTLVgmjC+5/OZ4/jINIzU3Lm2lRrPtAxN7fYPDdCZmgPeO0KZWdKFVgfMdcb0Si6BNI7EXOm+smwXmj9wDYuwY/cB9zkGfpweyZc3lvnM4ZMom3LaMPtzh1TwJlJV4xxeacGgHizn8zdsqMTFUkKAUjmfZ8zvfyRtb4SmsKYxDBO6RErp6HmmVSFDnK4negnkuBLDxuQMcYv4wwPnX//K8OjpObGGxHRdMfVCHH/Pdr6QPjvKoClxoeVACLN4t2tDjZF5ESuhNS3YHyzf3l6wTz+Sd5KYsxPLuvIwVJJWlNcLxmWmh98xL2fWGLjUyqgtS4iUywvz3PHDgfOasOonlnymXRaC2xgOP9JbJmwrlge8VrxcXhndEXLlfInox5/E/mqZKdnTtUZvKzUkrm3B+QfmbWFZA9VYSgxctsjxJbOOnWUuoqIuC9V4bPmJoQdajSzLwlJO6M1iBs+aFSZ2ajOYvLGklWVbUXYk5xN1esC0ylYqvnVqyGxl4/ikmNcgFrnDIwdVmcPGaI+ElNGtkMLGrM481B85P3/DMpKXTg6RyzIz6cxFK/z4I6hGWK/Y2ugxM5bKFgrFRVKsxFAoqaDLhcoTYbdj3nqgXhtP+khMzyw54mJhLQ+sayVtG+vySnWabjtZKRg6KGHd55I5v164vL3wu3/9H+SyUeYLXU1cLhvLpwPHVEAXXt5OPP3xd+QtCClijSR3QeVMNx5HpYWVr/OFnw//G6/hzLIsxHDmh2Gk2ow9PHENmaXAFn/lj4f/ynrZmLPiB2sxTXFdZ4Y2M4yFEjJp3UQBt17RVK7hik2BYCK/lMIWCrovJHWl6AeCWsgW3pbG+e3PdDXixgWTN57fZqZhZkmKlDXnMpMqHD//Qi+i+DgYRW2JS1jZRo1KnaJAlQt+1aTrme3tijlo8raRLy9YPUHRLK9vsqZ++zMPf/gXFjOw1UzaGk8pgztwva6oHHEHD9WzpivbNv+HcOL/BNH/yRHTwnw+MR481xh5Xb9xMANbihiTWJsDP6DPr5jUWM4L+vef+PJthsPA0K6sLdDOFy7hTTzkPhkWO9DOX0l65mHWbG7ks/6Jus6U1fJ6nnkwYj3A9RvT+BOX61+5bIH2mlhUIPaJ2htD7Xz59X9RuiJsK3oyXH/9E59+/u/wXFlMZFaZy+kv2PH/wb/9rxf+5V8+8/X1Cw9qY6sXdOykfKW+OBbn+eu3L5iqmLeEP38j6IG4JtS20p5fqF+fsbXxw6TEhiHNnOeGbSNzuMJfNh6dY+srX3NgME/owZPXV87XmWn8iTBfWFxgaZXx7St1qrRDIK4LsSyEUMlrgb6JH+7pK3p8ZF1ncs7EeSKXyLlnTFecm+Lt6zNtaaRPhZ4fONmNi4r8F1O5rGesrvx8/IVw2cj9il1e6TGxXC6cssGHhRAu+MOR0/ZCen6j95/I4ZVgPrNukbRdCP6JNAywLqxn8ZmfX/9E8LL4hynhSudNTyzxL+SHJy4vX3CfJ65x4bBo5teFTz8o0nzl+u3Ej589alKYFpjDr3T7SC6KkmZ6f6Bdv7KZH7E7e9V6mawt7YpPT+R0oWPYSqGnhfzpwHUplGnBq428OJqKuKcnWi0MaLIpzHPA/hw5IBJj1Tr1OpPjlS0nxpQYjwP/Nr+RlguJkW2J9MnyoCNpDWzDgZA2DmjmeePQFdelolLAZ0MpibONpHpl4UiaV6J/ZCTwli4Mc0TnV05vX1F5IgwD8e0bi3bMCrLVbEuH/sKnHxSXecG4I2lbCKXz87/+F9I1sMRA8VeGNbKcfuWqHe4ik2F/9CxLx6mZ9fKVHw+Ol7Dy8+MB3TvzsrL2xBhW5i3yePyF3s94M3E6v4kf4beN82PhEAv+fKKcX/mqLJ9C5G1ZePv6hcOTpaULr9dO2TbsY2X58ivKR162lUE7tqcf+YUsjOhcWC8Xeg3kNpJ85RIj+bqwaS1T8SXx6Q+/8Pb6lUimuQe8bSzxG0ZNYknTKmU06HTl9ctX9O+PeNtJymJDIoVCeM00deT89ooeHXopzM9/wR8OpLdnwumNS41wSjy5xOVlZioTjgOv3/4MxXFdrtQSZV3sBXU4oMOVvF1JfeR6KvxcPas6ovzKOmdcDaxvX3gwA8EZ5uuVPJxZlsj57Y10fuVlO1PVjxQ9UwfIb7/ifvcT+IGf3GdiheV0QXnNm1Ms4UT4Zvn954EKbHFDlYExXLleXonLmdI001OnzobSv7CElXj5lYcfPtHfLszDyLxsXK9/5a9/sfR65qATSQ2k3Mgl8euv/4bKmue/fOP//svIWjqX80Zxz/h1Zhn/wLAGVuWopqIHDViWyzdqHnl5eeM4WHqdefvTX+jG03PjukTsD52311em8ZFDsSzPb/zqA+vySg4/ct5mxnllLR36ilqvlMOPuJhoI6j1ytYav64rv7eF6gwxRK4vC80pQp75X3XFBwcV1ryxNFguCwuKx4Mj+MLYPlPLlVgfuaQF8kqeN3h8YL1ewP+O0/XCk9nQP34izCfOw8BlyawqkePMVZ8oIXGa3zD5wPY280OpxNMrsSo212jjI+v5jP3q2OqGDpmrbQx9QpUCR4ghEw6NKWtyKcTzK80/sG3CeIjpFfdoGYtmWVdU1dQ1MThNT5m5wdwMnzZh0s5vzzzXzJM25OWM0Rp9tPS20lpi+foC356ZpwNTCVzOrxyVJs5nekjM80zvGv3zz+iXV/o4olRCKUdZr/gBtusLb4+WtJ6J9oFLiMS6MV4XTvPC75aNbT1R5meYHtiWlbN+4qgT4dJQRvHn1z/x0B84X6/oXLlumTzB/PWKKm88YdiWK89Os15OnO2BX8YO2zOm/cR52TjbZ7baeKqdZcuMORHXQsiFH9Ib6/AT29uJQ924vp3JU8U+/sIlRoa0iddn9/hY+DxcqI+/YwsB9frCi11BFebTG6eSSHhKWzjE31HnN4LzlP7KMUKkk2ohJ0+0hhI2nl+fsUqhbOdz8bxVha2/Qnvg+fULozkQ5wu1BYxxMqA4R/rPjvPr/8klZib/I29hZlpeiX/5M7F7fiqeSzgzjopwemZNlVQ37PiZbS0c6pU+PhIuz2izoqf/Qnx+pvTM6fR/8C+//5nl0vlrfeWzVhyiE4/k9Vf6AM9vmck23lrg6qFfv8HwXynbTNpWrtsb9Ct5rUzDke1yJZ1+5aoOHH7+mddvL6KAiyvX8EwqE8OD50pi/ctfKccDD7WyDZ0yvzD2A4vXsCi60nw9n3kcPWG+kuLAPDrUeSYdLc/zgs2F6/WZHx49pVfSlmHUnM5/pdHxhyN5W0nPX9HHI19Pz+g28eW6MvgzsxLvx/IW+enTD5zDhZEfmC8rJxV5HBSPpvB2PTHGxjh5trzBuuEZqOcz1lfcwaAeJCDyvC7oUbG+PfPzD/+NdV1Ylr+wdXCDZsxn9A8P1Ouv4Aw5fSNpxeX1mSXMLH/6yuG/fOaiIa2RcFg5q441jyhrQI8sl5nT5Rv98Jk0L7yUC6VF6qUQXjtMjs9PidPXL6Adh2MhhSvVV2I+cW4DmJF0/jPT8cC6yD7UrxX/eqCNjtwipznRy5VzrZTrzPw7Rb9cMJ8eWarh9eUL008/4MKFnBd8KWznC2VbyXmhTv+VoALhmqhvr7THxDqvlGGgZc2JwE8PA2G5cmbkp7GRM4yPAzEHxsuJtM7EkAjXE8mNPNlfWU8nhuEX6p+/Mk+FMF/4/PMf+fX8Zz65f2Gthctl5hILnkb0I2+uSvbCfKGmzqycrAUtcJke+H0fubw8482Ba++c5hce3CO/Xk/44TOHsrD4K8t55a2e+Ff/e76+VtQR0rHj6kKbX2VfzZ2xJF7OhU8jzIvYVb2kzNPhB15fzjz4K2Ne8aazrgvrpVKUwapK7RYTC2oqXM8rHI98+vET2/mZFzdw1EdWH3kJheOqUEvhoT9SyiuneeZH7+EQSOvMNSvayxcG/TPDErlUh/ndJ9LpjR4DuhRSCby+zPxy3Uhhg74QD5+4poXTcyAPZx6z4+v1Cz+5z6zPJ5ZP/4P57Y1LHtFDh6yEcX74iS0n1kuhj4n0ayW5Tn4+w8MDuUd8Xqnzxnx8ZGgjIT5zfbsS0xFvNXXNLHZlomNCYF2vODdS65mH/sTrlz/RR49TVxY7UkJC9U4OAmLHuFJCAe8J68Jyajwen/j26xcmCqvxXK8LfawMRaPCSo8OvSUCkXw9U6cnzpeNh8EKE3UOXFJDr4HlfCFsjWQ7l/OCfjIsITH3lesXhz8cyPmvtDxRaiWMK6NK1BQp+cK3E8TrG9fwI5RG3VZyTszzC5Tfs11e2M5vlPMroUViT/RcWOdvbG3CeEs5zVxSZEgzb3kmL2KxoJLhpb0xbCMv6cRPnx65zhvp8kYho4+PLCGQ48jBXTj0kW4qv16f+XT4ideXC6FZlpboF8WPk2KtCzlqmjlyUJa4JYa0YUwhbAubVgwPE9fXX3m5GgbTKOsrZ/XIDFg65+XK2Dp52yBvfFsLzTSu8xUXOnYotIcG/sI5PDFuC+vpjWAKg0n8aD9zroHzfOKcFf/j08Dzl1/55Y9HttdX+i9PvHw7o4iEt1/Zfvw9Jq509a+0AlvecKlwfnsj2MJn/QMKCW5MX6744lmGR4LZyKc3GaZVRb0+cwqJsRU4/8q6ZOZHy7m/MZWBup1YzpElbMyXK9uxoWODTwe2t42pw5eXCz89Hml9giZWkVNH7Ch15nm58FASh4eJ+dr55RD5U04cXeIczzg18nZ648lX1rVx6tB15Xz+hlaGdUn0deHb6RvJKx4IvLWVQ+6kdcD84NiWGb8k4vB78vMXjkxs1qKTXO/Xc+Phx0+8vD3jTWQIB8xPA32eSW8L17LyMDyStwt/fWs8Xi+8nF/Z5hNVHYnfNpyHt2XmcdOYn9+IYWP++kwtz+Tf/8Barzw3R2qFdn3jUyuk9cylGKwf0HHj9a3woy5cm+KgFct5YTm90XLj+vJKfxi5nC8crCGYRioF4xOpD9h5Zq0HTE+cc6WuK5xfaJtitivXVTEpxV+uz/yhWXqyxPVNVG9k+vaNz58+8bq9cLSRH80T365Xpt6wydDbK9dtIA0bxzyg8htveeGXf/3feZsvbNsJf5h4e3nlMi/kOBLPG3mZMaWwrl+Y/suBdl1otqHOJ5oTTKM/P3P8/MjlcoWQiIfOz+0rr9eIGSqDe2TLM4fD7+k1c2XjcQuc8onDcOHz4cLrHBl6JKbOtp6Yw4afMilGWC/EdWVzCzlc+Jbe+BfzI+H5hbfHT7T1SrIbtSrs08BYE+eXv+C7RtmZo56oTMTXbyj7SLzMrEuB45XYKnFzlMlwvn4j6idsXAnlBEVT0ficSaExv50gzzQ3EM2ZZRlYcmJ9e+Y0FZI54kMTVbbKnN/+SrhGem/EZaYf/sjz9RtjhD9/+ZU//Pc/7t7er5hsCeuCC4FmCi1FYoisyzPr5ZG3nKmXC3Nd+fJ8gSfPwV6p54WgPGsvnC6vtEvgHBqRkR8Oj6i3b+QxgX9lfvuCGUYZmNZE65lweWUrlvHHR9K6sLz9ynC05PZGL4XLvLHURGBg3laGeeFMYCiay9sbb37l6g7oHPlr2ShN80NZCUtnvVwpaebaK0ZV1jRgTKFPCr+upHUkOU2Ib5SUsQPE6xda+5mhiRq568TL27/xf5sU5gi/zldqfWP69EdaUlyXM0f/iUvamDbNms6El9f/EE78nyD6PzleX0749sBwyiTd+VITv1eW1+sryXXKCE5D+j//v5jxibfnP9F/0jy/KrbF8Ls6E48TLhROpxf8tfGHPx74iubw7Q2rN06pMfeJawqcv/6V6+UvjKOH+jv+WlY+n/4n/emPDKdf4SHBIuyIS3nBmExMV16+ngjZ81QivSt+/eufMb9/wP4F/uohPFu6PWPzhXM0/NlsfHn+ylg3DtNGXANqtRiteR4mLq8vuCjhBD/FK/HlK71rzPWZ858+M+Vnti8r6tERYyKcfyWYH2jLyhq/kS8bPDdetEHHM//t0DlfL7yuX3l5CwxHTX2ZCU8Tr5c/4b79G8rOvP38R0z5lc/K8iUEtHsgLN/45XPh29d/Y4wHTtvG5XLFbJGhruRN82AsLIEv/+vfGN0T128rqkUylZmN3z8mwtaxQ2b78YGX51fWHHlKL5Q1cDlbtqA4XxfCvLD4J64vV9bnv7DEkaksoKEur6T5jaUeWfzEeP6KWmZet1faZ024nnDzf4VfMm/Xwjo8sZYrp4crX19eMKVSQ2ULlnQt2GNmfvlGnBd+DTMj/x2zbGzpSq+aCzDmSDYDp8sX+uDYflTM88rF/MrrW6f6SPz2gjtCO72gqiHqleVFkUKk5oWHo+e8zPwwKMpl4fo2o20jKEWaL8TLzJHMc7pg84kpaFjOLNeV4XBltpbzMlO2jdBfyVFTSsC1QDx1ZjVS84rxkb8A/8NqXuY3TLfkb88wPLA6y/x14eXzI9t1YW6R/9J/4e3XxJACRxM5zyteP/KlaI515a9/+v8QP/3Cc/O8fjmx6MIPvxypy5Vra7xcIz6BcR5dNacwM15nVHvl8uWvXKYH/NZI25Xp08+cX04M/sK3cyIMni/dY8Iz51+fuVqLGRqpKdKguS6dn4bAt6Xx7fLKsSrK14UVx7wkev2V7e2ZLypz/LefuF5WXs/feEoGtVquUVPjN8Y58fx64XFYOC1nftKeJW3YU+B1eKAeJ/L/8f9kHJ6w0w/89fxCcI9weeFbuhK8xc/iA7rpA0u7oOvMFgpqLLxlmKxFZ8O5bZTrlTWs2PNf4VIxnzZ+nxwv3xaCe8DbZ85//cJ5+MTvj4HTdeapVZ6//b+oi+L6ArqPlIfCelZc/3/s/UezJMmWpAl+AhQYuNA9Ih7qqu7qRVP////SleBlvIhw9wsMKRYMZmGPZjNDSbmZzVDJ+tIlI1UVET58+DDrQBMt17bQhcriLOE6c5ku7JJhqoHjYCn+kzW9YFfJMTf8uCT0c+YaCz+rTNCF9/d3bvzMVkYaOXE6fwOROcwDtzSiBdzygq5Xdl3P27e/ox++IBrFPAx3b92D4CNUShh52HZsbWbbbsy5I3nBblvYPf7Mj2kkGsmfXjzZ9zQ2MVRDuI649INmnUmx4/3tP1i2lWT+lU1F/tv+K6u7e72Hbea733jVj2yb5+oLzdOR2yo4W8uLnck/dWS7cC7wvG/hFii14zRfaHjiNt74P//8C9vyDX89oQ+v2BKowdCbzLzdMEvg6UvD9f0Nr3t8tuQp8Jtd+NPxjImefS6U8xth90o7jzT0bJczYleYJ82hyWwPLzzkyPuPgfalZVc878uVv/Z/5WwNoSy8jZWaHTZURBRMCY7d7h5k5wzzfEEKT9xadsMVnGU97BnyzBevSOcrYRr4bDQvSXDzM/Xsmbobeay0HTSlUJYjk7lwvX4SpEZRkXtYgsedf2XtKk9uz6yAolHrxgHJNVaaZEnxiS1/sohn9k97rvOJnVAUPiAIVPcnQg74k2HpA6I9kG+RHyVR95pm3jidB4bVYcOFJBU2RIL7RD18YY0LZjwzXD07d2MYnwgN2GVALgN+2gidZ7wNdIAXAq8MeXek1x4vW27WsY+O4jd+fP4d83ll45Xp7R0tI8tiOLvAy+mTLd5wy5l336Oo3FpN+RzIl8wh7jDbmRwlt88fqCSQ7+/YVTKfJcewkg8Ds9nI7o3tFsjdI0/zxiW+8VQyfg9rvuG3magK53Hleb8j+EBcrsztAaeP+OE/SN0jsXiEjbyFCylGrnIm2Mh+v2eJC7K5sr3+ia9uw18+uOpHVmHp15EiC7V7xUfLQa8stxtj0bT+k+bJs4aOrjNcY4dsJJtbcNvGFykZiqWOivl44LHZkHVlvQ5YsTKuNxrR43zBNI4yTnwzb3wRC5/vF740R942w4O44a4/KP0LzfuKu2l++vrIZm+ENNPEHYcjXKJEfH5HPe0ocWOMEXrNUg1xWyg+onLk4gRlOLF28JUd048feLnAoefzvPBL0/D9scWWiJnPLK1CjhPTeGb9l//JX//3FnuzHFTPefwkfQ54W1lDJH//RPYt0XZ49x0rntgLxU178uUdYX5mrQvx4QGMQaQZR8+r1qyxkrdPxvGZPK1Y35LEDrUMuPrAP4YJ+f7GOpwZ9wfidqbVT5wuC5fpG0t3RDwY8uVEyZktCeww8GPcGKcrX5TizSm0LrS24XwZuERDv0zktGP1DtFu7B7+yuVy4kVt1MdXbv5Et0AwsA0jrrvxy37Hy39TLDeNMYVyhO3tyk41fJx+J/k7ofHReB545Kv+71yu3yELZDOzbxXrj41UbuSbQewCl8bzYO8TjE2udN0X8sOe3XrELQNvwwWz+4I//WA2E48IvO/IHwurdmxf9sR1YHGJr7sN3VWcC7g4MPOALjeu8cBX3/IRF76WgLpO6G7Hrel415GXTbHlD4R4ZdoCI5WDjbTzmbfBYtPMsjVIF3gKC+O84uYbbnsjbI7jT1+YQ2UdLrTzXaW2LJEHceLmBPSaqwpcTm84tedansipcFAPXEZDbd5ZisNfV44fN6ZG08Ud83bC1hb7/kY47hDjN0TImHrDroLHLy2ncab0C6MPeFrmL4n5+JXjMNE9w+08kHYtYzVsy0peLB+DYb+P6KBw8wdJzPz26++0P/+Nn5qVrPeMw4CpV/qm8mOTlHFgO1b+vHNM84RSe7oXDaPlxsaxyby//UC0nt/FK8+PLdvlStF7Lnmhqw3zaLmGhvD4RG8ndLPH5szxGLG3gH165qk6fj+PjMJz6PbI3QOfq+NrqCQc6fn/gBD5GB1/OximyZHszLkz6Ms3erVRnYar5dj+n9hpwq6FNk6onccby2///iuNu2KVRn9VfMxXbh83mpfC+4fjnRF9tByGiVX/jeH8hs+P3L40HGxi3Tyn5sg//MDuvFIee6QZMdWz2xQpR75t3/k/XhvsfGL76S9YJTmEARMEZ/+Dp0YwLPcsHbvt6YPBrB9IqXkqK+ePvxOmG363w22F42zRqiCtR50ujMnRVsWtUejDAzFlxmng+acvfAxX/qoLa/PMdrtR9xXnC0TJUR2w88YQA7tqCPO/Y7ZK9pkl3jNiUtGsy8bLQ89wvqKeFME/sD8Uwhy4Nivlo/D6uCfP/0A8/XcGN1LDHjsFrruedbSMdmI9X1ifXglmvPucbxPbdEHKA+fzCb8stPNKEIksV4o/QBcolz9Q6gFqZTaXu0rxemGrPQ/LAhhu+Uovn7D+zJBmbqVDrAuVyPr8DP6Gulhc7BntgfCzIifHNXjKGMh1xcREbCtNNGyhUuKI/vm/4bEUszLPVw7lhegH7K5yqILVT0xbQRdFbT5xbcawQwqHnTwxnFn0wrXN3CaBTnuW2aCFZmcnSpY8qMTnaPllG7kmT6MzT8LRaYsJhXWbOafE5ZYYvq+Qd+S8J90qy+UTXR6oaWN5/zdy3rE3V7ARqxytq1hfmXZ3yyBZO4brJzIpHnZHvl0tTZJs55HVb7TF0lEZw8Sx/Zm8XgnThv+SeN8+UNMz6umKOgWmnULWliZb8gxtK0jrjLNwvfyO4q8o4Gau5G1BmZHbsvBFSdwayduMrI7hFDg8ZSY/k5Yr23bFiVd0jOSdQcqWrXpSBHswTEFz2Rz7D4v3nu5RsYWMaSTp5Cl5RpUX1u03dqfAQ+5Z64yTPegLhIiQBe8Ebz8K23DD4whbg42C3i4sy5XrVHnZf8HElWG0/I/JsV4HbtvEgxLYeWMRDrVduAbFz393+NSgZOA0DRzaN1yZGHaaJY4oackUduw5S0GXEtpMnM6V4EG9/O/cTn+wnAxdTux2Hbd5ZNsKdvWQNeXY4eXCvpFUK3DuSnn4M9t8Rv38iKwNerzyaTpkXCi5YZ8Nn5vjsD8iaqDZHhg+zgxVILovJO+Z3QfNy99YnGX7uGKfemrzM6/twHl9JIvvvJ/gqTN4Kg/dF4baYsYRdfA8yL9gjae6jLmtNNONnbcsnSV//CD3lSuedDvR/+lnLtuJ9rxR+j0xXql5zzhUfP6Nc31Byo1954hyYbkVwnijfJVsNnFNN4z/QDrFaZlpzMaDvlslnc4nqlfUQ08eB9Q04Y4LoZwZ3cDer3yOAy8Pz6zTBflSYI1odlwuZ27zH/T6AddAZzRzahH9lebwyuntB7p8oc7vGP2EywdG94P35UqqjzCvpC+Kfow8PD7ihWZbPYvx3MyVL7KSHiqpdYzjmT9CQu4Di9/RFclsHLfhhLvdWK8W0QjGdeTpcOQcAl9SYvIr5+lC404oMfPcvzCYATVWxkOmnwIfi6X63zg/PDBGSTz/IB41g7uggsCHGT0rru0RqQzXbUUvksGPoB/JXyry/XdSG9HjxjCeiLsn5PvvFL2ntJrPeSbZhqMyDBnm4Upndlgx02iY4idbtQjxgjeeJQ4QNLOJmLhxnS3bo8RugYMemDwszwfmZcd6OlEPDT479P6Fc5hwraU7Hgi3gQM/EZdPrLcoEdBFI/0Nr1uCv2FMS6krt8uZx/0rXXhntRVjrjx7TdV7fj195799+SsmTLS+573e8MP/Zybd/7f1v0j0/2SZ7x+cXKFdbpz1jtNO0rQ7zu//oB4euO4tas2U2wcHMTOFEfP3HcswUv/0Sp4uLI9PPA8TJ1d4bCPRVy472P34zs+tYcg9g5foi0S+X2h2BnN4wunEWAN9GPn49gcv0418WNiJR+x6ZqmFnkTdNQzXkesw87xX7FXD5Xpj/x//k7j8wtUO+PaBx68jfhlYg+Q3Wxm3M3KdeWpHXP9Et63ExjO2RzhfOcWA2eCgC+fq0KnhOn7Su1dkOrP3I29zJrw6LuczXVqZQ6UyEtY97v0HMy1aTXSb5DbPZLnyNhmkuY9a3R4atNCE0wdCzrxNBtF90tJz0S05rLjpN5abYZ4mdtPvTP5E3Tny+gW5jDRix2oD6eGRy+eJ7hhIsdK6CX/oWHTkf3i4rgW3N5zjwu3jg/XiKHuPjJoYE5Ox+F2myRtGPmOWC2J94+ZbVIQsPNYtXOcbk22ocsezP1PbnmG9Yr1B5it6izQRlihJuuLkzLq/8f7tO7jI3giS8/hlZfYnVPMT82rpGstTM9N+nFmUJxSL6TInHzk+tLxNV3ayJzfPWPPv7NMZO0umJvOyaoosWH9FqEcQli1lGpuwt0juv7DlSJph9Q613FBNhyUg7cJwuvBVBy6t5DF+ssWWdB7wIbOcBz7ixreb5dleGGPEnDaOu0R8qjwsO65LoPQGJZ4Ynp/57XRm9iN6KDwdMj/6zHtW/M2v/F4WuilzOr/TbJGtCNp8r8jH5Eh54FI1MwZVoS6O7usrl//4V9b9jtNDZh2vFGcYxiu6HDkUy0LBqIbeL6RNMi0D07IiBDzaK6JteJtaWvcrU/0F02s2H9HqjL8mvivJ1x56X3DHntwqSm/AfTBImIcTZQqs6ZVoDcvxF/w48x7O9PWBm91omPj7ZvhvqXITPWva2D/B+/uNuLfY6czYH7ExoNbAZ91QLzvmzw8e9l95fIWy/J0P2fIlrHiZSU8P+B8b87zytH8icSLYR2bvkXIihsKf+iNit+fvF0cXDNqtrMahmsCzsRxKw6wWcvsIsmKmjZmF2iwsayE/tyzB0w7gDj3uPGP//EiwijgHjvT88ZA4xh3RXXj79e/8Or7xdXckDxNPEZ7kym/DTJ4EKb/yvv1Ave64zRbzAI+vD/x4/2CrM04NaCd5O50IeeFlqfwQC7lRfGwjjzXSsOOsIvLBYeKKj1fsckb99MIte0SZyKInV4e/XZhqw2ozOm+oBt62hoe045QuiO0J9WS52DPbGvjJauTn76jngp8v2Pc3zjVSm57uELkqy2M2rNOFP2ohqR5hG/6oG+JBMvpHmh6EzIz6gcN6JekWYSL2+xW7f8X7BR8nzBxow8o2/or6fuP48N/5lJLj5ycff/u/uUyfNMJxcAvn0w/WwxPO3vfolUC6gbWBR+No55mgv/PoLvcpnduE1ZYhSHYvR6acyJfI7eoJw4k/txpTM2/vka2p9NUx+YVjjlzLjtbALAT59YjaRtIm+DRXhPTs/ROX8sk+WGw5cBr/4Cd2rFayNz8Ye8lHbDDtGb8lbn5jtxRqDjRPr2AKyIHf54kmCUxwPNWFdb5hguc9BUTziDu8EM5nHk2E4hjLjid/5hYya7wy1op3G4SAK4kkDuybzA+xIXTLMk/MW+JZPrFYONuJ3eMOaRacPDLOA5seGXxH9gM2Vcz5A6Nm3n+3DB+Sn4JnMzfOIROC4mX5QSg9Y2nYwsK0BPIwobpn0m6AJlDaR1ZXeZd3L+hxHMir4Lv+xtXf+GuXKJviPQse//idrAfKsnGrv/OX/oFJFMqy4W+Rn1yHWW7U2vP93//O4fmFePqNePaY8AupDmzrTIyVIb0T81fG5cr+/IktEw2G7aFleq0Mw8TXfsdt+OAqDItrmW8ndFIkX1iHH4ifOuJww6WVIr6gd5mlGLZlpDd78rbSPwTeH06E0497GJSwjDFyyCsqbMhHQdzeKbeNZjmxWcvZfzL7FelfKOmNrDS+7zkbRxc9Qgv+CFfWU8v48ERuLwhduK0fHFzHj8nxtQ9sUpLLSLsY1p2g+m/MW+CP3/6Da6240FM+PihPmZ2F61AQ4pXNLVjXcyhfUOuV36dKMZ+IS2GnEkXBQ/8T1/CJiyPSt4R0Y3QK5c+YrmcrgnBzlHLjVvds1wu69qiv4JOnC5VRfFDN9U5CuY6u23P+9geNeOZqRsofH+SHN2QIdH/cEK9Hct1wcWHrLK1PzHoknDz5ECGP9PMLKb6TR0lWz5SHltw8ktyFTIDhGz57xJhomgG5jKzjxu9lZXv/pKMyXS7k7oiJLZP5A5oGfXhGLRsxWLJLuNt33OAZVOE1bVzEDlki/a2DU2Z9aukJqPqFqw2o/Q2xZc6nD45eoR4XXHvGnjP1WbO+fWc49PTPhbVGivmZ2TrSqLA/3plEYvz8BzM7vqjKj3Lhib+Qs+Bm/oEMEdkWbnak8pVGTPRbwqqZ216Ah/dY2MuEEhvxeuTw8IgZ37gMZ8a+Q6wT9nZB9QprNO0UWXYzw4ehF4roPUEVuqcZV3tCGDnLN+DI+20gPiXea4Ng5rgYXEkM6kA69sRzoGtnjvWTa9T04gv+llnKiR+3ShMsn89ntOsgfLC1vyBvH4zriXUdeBl+YaqVcTjxOCVCHMhbjzcXtqiRbUvRC+PHCdE0tNvMpHt+VpXLj29sS+a2KzSusn1cmboWO2aitNSLJ5mZMBZ6v7IlGIVHWMMknrlcfyCKpjytlASbDYzHkT+vlT5nzteJpGAqV0J74Nuw8pmf0Z8DP78o3s8n9lUwXm+IKknNTEJwuk6k+EExE1PuaLXiNq249A/W5gkReh4tdOvCVZwRwPdff+PpUTNqz69b5Ol8pobCHFcO7gm7Rf5luPHw1//BfhnZ9Y90GHKWvF9upMuEdk/8430i1omua3g6fuEztshtwcyG89aBNayb4+Pk+bx8Bzzb8Wf20wc/5Iy9HDiaFXMAMy9sriFpy//2dcf68YEdAn1r8O0L+yR5O/9KHCJxjPxUI858cOkfCB8jS3yhGX5gomNdLa+iY908ITd82AsvxrBtDfv4xGe58afTHlMlJ84cmkfGjw9UzKx9Yrj+O0nvuLWRGw+MoWLKG7vDn9jslXPaeGy/IIc33BC4+oX56Zn4HNl9v7F7bum7Svz8xtRI4gLLQ+Wl/MQ231h8YDzueX/7ncOj4tJI7O1M9YbqW1LeMRdLHG6cdh2PwdJYy2YbUHtcslyVQMcHsAMfU08+vaNDYSt/I+tKXSJznmnblWZp2Mw7u1CZU0QpCMOGV/meD2oHzHhl/Pyd9fNEXitfwozdFlYxwYels5Hm84b+6Qu2mUljpB4GyDtGc+Xr4RW2EREi7PfYlBHjJ+eUmcvK43PCuBvf4kpo/8RuNSA88/SBXk8c0oGldHdrniay3TxWZ7q159xf+clpjNaQz4wzbNKyjxXftryOn5h1YXZ7nvPE+VAQT4H18s45tagp0f9S6JO/ZzyFiXxbEHEgas21eGb1gpwvuCyI9YEnaTlPlRefcUPiVGfGIbHvNqxY2MQXqgqc15lrdEz7jeV0w8pXqhfQ9KyXd1Ceq1hhWThtlaIkp7cT5dFT7J64XJj/emQcBv7S/MIwj0QZ6GPPp6/I1JKsJ7vMi0q8Ly0fOB4PPXpdqevGeEpcy8CzjcSk2C+W03q3oqpLYPEdf1MwfPxKXjLW3HiTioNP7OZ/sN4ifP7BdSmo0nJzgZfbO5v4wroY3m+R6bRSa2UJN6ZwuwfGuo2u37P4Cy62yPzA7+NMqnsGN1Oav7FlwS4FNrtip4YcCodiGMw7/Vyw+REvHUlXimiJ1qD3AV9+4eI2zPkM9cDTPhJjpYkT4/BB2B8Yp41QDMG3zFuguXxjXCaCWHGXhvdh5OXbb9jmC234nVF/5UXsGe2JZ91zsjPHQ8HKhcZMTO2Omk6Uw5FqNrRb+Rh3jNuZzgn69//A1T1WC5ptZGoPzHrD2kidKjw/ENuFnZD4NHJLEfGlwMcJ54889zv09M5sOoSpNM2RYTBMNLxvlhR2fIhP0vtE1ZlZJ6pSxHrm118nfvrpgP/tG+OhRb9C7t/44zby1L4xXXukPDGVHcU33PoHnD/RG8Epaa7jb/zS/wnWGw/DRAwb025hGq70vSdLyziu/BxWjLTUy0wsC/lRUKaWs3M4fufWJ0oxHPYbKSzEzRL8jC+Kr6Nn0itlfedkEoPwBBf4WfUswXFePLtUKY+JdM2UZYRgyMmTejhdI8ZcWI8H/LiwrY6mPHCaHP3HNy5p4qBuDP0zpfUsW8Pja6EeMuPHf9BHw1C+o+Qz29NfSOaTUw3kvKFtYAmZZ44ka6hV8OP7hdX8zmyu/KgT47ZDPGTG9ZPHWAiXM8vur8g1MHjH+f0fMF4wc7w30JrKYTxxMQO1gbx88v1N0NsdxQ3UP0dO6xlxU4zPidY8cGoETO98LwcmXhHLjc81orIkHHboteNwy5x2X2m7gX2ZUHbPbQukp0p0Bn35AYeO+nHF2TNjEdTTG78c92xxx1JmjClQE//6bUU3Hq93PCbHhKWmme0xcmgUt/M7tdPM6462bMxuIGSNjYHpFHl6ntAx8q+/dqjQ4uYL4wAXeeUvu/9+t8GsJ2L/QvUbOmwcW8taGoS/YD8Hvu4Km25J4ZN+69mFyvrjjffDV7rrlVPR2O13dtuVcvjf+P72BzvRcZv+wZ/lXziFT+yc/0s88f8i0f+T5a5nnLXstxGld9x2PUo2VD+zXWbcX18RJ0+1E2b6IBwcH+tGtxRGc+PJO6xzlOXK1fZYMbCuDcNDQE8/aPPIqXvm01ce/cp+nqk2IueB7/WFvEt0yvDpfsXdbuSnI09ix+IWnFyp28rzwyO35UYJGX/wHJ1k9Rsfb45pMUz2QmlfsPGTVHrW1NPIxFv84KE8MY037PN3uiCx5kzf/Q2GP1jTF5IRDH3htEBvE5eyof0Tu/QbZt5xOwrKGlgu74jR0PELqhmw7oGwZlw+cuwdKS1s0RI1nB109TfWdGOed7we9sxng4tnpv1CVSdKAPPyleAV2nzyXRWCG3kxhlADeV1wztDuKm2+0q0b6rvih2w4eIucBV1tcLZnbT2n7YFv80TUBXHUHKfAdEmUxw1ddpSYcTbiryO7RpCmf2HIid5PTOM3lO5I0mDTxmQ2Gv87h/yI0jO2W1mWAXn7YOs8ySqOW2FOHZtYkS8rl63ldj4RyTzawHS1iJPncfdJ04OfF8ad5yB2hHHk3N8DUo9asIWMz3u8jdj6hhs2dJA8+glTdoQezKYR0mHWGSEH8vHAZFdebcMUZ8YmcfUFgiAfBMd54tQWliTYbyOu7PjoKmsN2N3ALkm2MTNWR3s7MZuJ5ezpmxOXkHBO0daRsRR+NjvORdHUgWv/yOf6laYEVn+mvRbYHN9aj/na822eOK+KZgncZETmgvM7WpnZbr9i9jtWJ3DdE6dgaKsi93cCyyyffOSfePjtfzJ6w7574sPO6LTxul45yYyPHZ3yhKNjtguLizwcW7ZtIwbHZ32lzxM+aQYtyWEiy0/K8oBrE3NbWX1hmp8p+55cPlBJsDQdsTH0t0ywE3OU2GlG3H7jIjsey4V5m4nNFdU8kpLHiJbVLXTLyDBqlnBDjwvTwWDnhV4qfnhFk3oOs2VZK8tyQa4n3g+SbB2LKjTzM2kcmN3Grb9yyCcG8QVrFza70Pcttfaog2BIhRA9D6WQ0uc9dOgwU5XnU0HXHdkaido8U+jI4o2bObJtFUIgWoFYDvghIqpisQtJORbR46+eqexQ2fBt0Fz9CbEbUf0OEQXJDHyEBL5H+AsfOeHcEZlXjHthvL3hvWfzN2oXuJ0n1uywpqV4geksiw68zwanNN3wzsfzgWZLWPs7WfeYZaULAzepyGXCVpjMldtypVqNLZm/V8HD9z8Y8h4TFfvpExW/EJcbc7gRnKLOhuZ2Rvzd87RrMfOJwTli+0QzJ967lZ+XGZNnLrUiYs9R7lBmYHEtOIfsE0E6TK1cbyfqruNBVuR6BhEo/OBT/pX2dqZJM8H/hjgLnH1jkZWsZgb7r2zR0soB1VT84PguDC/VIG1mEQ3XEtjVRF5uPBb48f5v/DVEtn6mv264esbvnvnHFknTF4LNnEOhV1f+USa25oH4eWP+eqB3M1SHA6xY+Kj17gXLnt5/x1fP1W3oxvOlZj7HmX0OlPXfmP03zs0L8wjP8so6Kt5ES+4GzKgx5UIZFbesaQns3MIlRi5u4meXmF2Ptb/jJ4M7KmwsTIyEJKAueNvyM5a5i+jbdyZv8XVktoklHFG3mW6nSQdLvlii7nhsHojTitGRUVjm1GDSQhSFsznxFyuZxw/yi+LDKWRaWNuO/eUN0858/8jEtdJ2gnFWrNuKHyLEmdp84SMkvBsI+YlvS+RFvjI2DeFgODRf+C3BX9qW4M7E4JBbpqSNad7zuBe4bcY2X3hLCdkY6nojHV5ojeUsA6HO+LFAyIzWMImJg1u5TB/sPi+EZmbILbGeaTjggiX3DmtGbGkZr/+gdJYtPTDWHc4J7PDG1HR8LIJ+m4iqY1sWbrWQhWCYPEq+M12+I8LClDZ2u4l4+EK8rrypN36WkY+wYdWBj2GgZIdPn1xUy6EUHk5v2GcJ7kRqLLvlwsX/wO47ahm5hhOv3pLIxC8d8wg7CgnLtMwwPHBzn1R1I2fDIjbSvDGZCkfJ4huydjzZjNm9Y/zAFiXfubD4yL47c9gskW+om8SEjiJXNm947xp+2UP6/R989o+U9cJDymyPFWU1q/w3Lt2F6hJdPrBuVwbxSDZveNVgzYpIe0Sbcf533DaAPWC2gq4zTWopxeLiheIXdlbw8dgwrRdO//Yv/BFPtMONGCqq/EZ3dTQpoOWZZCpTs6KuN5aXhjJbZnvjsEXGZiLLgd2qKFqwGcex3bGuK6sJdOFKdpHUV0T9JIeMzRXlJdNpo3UzfhoJ+UDpd9gykpNEftnQNtJsF+YlsNk31KDZ9oF/mCtr15Kc57D+QhpGbs97Gll4KBPfIkh5Ys3/zti8sngw84WyP9GOX5mXu02XKK+cL4b6tw2xJoK/EdtX3q7vCLux2TfO+hWNYqofuOLZ5g82+Q2qJFvDc1nwyYA2fBUaY1fWrw8weS5JcNgrajDEknk9/I1v2x/simP9Y4dOM3VeeJrhEnt2ybA+jNSoOe4UzmWUVKjtgjUgjxkrPD/cK0vUd+Vg+5UnsaDnitu+8Sk7ul9+YjuNPHYL1kcWdkw+0PtA9p4f8wNfimWcZvbqlejORPMvPG/fsTqw2I31t3/FPb2QxxN+0TR2xKcDTdm4Snn3l5b5nimzZcL8F7ZuT/Q3wjIh45FTvyCnK0/jxno4kNLf8f0LMV3JrqK1x5WNZZm5NS2tdSjzil0veKPI0ZJ9wVfLsN1VoipvfHvfGBTQDhixZz9cGcIXis8kd+RjnOjcyDBFjtvM6TWypsgwC/buxikmsm045RV/hIaNW3W0+SfS+itVJIZ0pqaN6/iJyHtMW7lODn39zrRNTBjy9kKWkmFdOIuOZ2d5EDeOcSb8pPi0lcP5nRxeuE6S0t7YhYrZBU5yhx6u6OOCvUFT4eoD36fCNA/EziJOlszKaf5Bb37BuMTn7xbtVmz4CdNdEEvLZR15WT/4/qgRu5+Ilxu/Tt85lsRUKoV7MJvLjq/DwpW/Y+eN5C2XJRL3e9xmeZsrvg4UF2l3O3LamHvP43VimmeWXWJkx+/Lma9+pcgzTb7hy4Gph39sZ7buBSUW3kfD0/bJR0zMQZO3T6Kz2OCZppUyXVninp+MotbIl/mC3xfy1jKqHmkWhlWw5Cu/fb9bgV2y5OQD7fqOp5Bci6g9pEC5BLanI505Mx4kdVOUNhPiDSskBxFR8xuTLByXK6apmNQTS6DcwIh3rk6zEZGPgilnrstGaluEBS+/UdQeFb9jref9vTJ+3Oh2higMH+WCzJqSIy+phflM32rm9J1m+oL374T8lV093O3brjOqccjukWsd77Zpc+bWXtBSckkXwqzRzUIeN0xx+OLZmQG5LPj8grTT/d7ir4R04jkfuZiBp01hSIh8Ybwa/OOBlYGleKR1jLXQj99Jz4nzLaOWEySYwkg/JmrOpMdEq1vc6cK7czwJi2zgM2ROesUskeMOhnRE6j03/4OLfEaOEZHeyFVy1RvP0nGVBiUT8zZipeb6beV2m1jjjc4V2t0zdr1g2425VLpc8aZyOn1n+G4YvkSi3ZBuwfMzm1kwYmS4viNT5b1tWasgJui2ghMjl75lEA1L2li+SA7zSmMdn81XsvzEuYWLE7wOlvXQk8ORNfxBFX9BBY//eGdr9pT5jJeR1dx4vXyw+J7d1PA5FrbUsYaZ4G6sF4N3HfH9HbtooGWpK95+ZzUtZu/ZPzhOyxu1PmONxeRIiIGOd8Q/LU6eomC8jhzqniHBs9oo9kyewfknbPH4ZmMriuI83ZPEuErZCdT5B1v3hdHNHIaCFBMhDuj5GXdYyS4hS+Jtbth+Nwwp0W6fxOkn5vQbnDfsYcW7ldgFbNCsYWUrLety5lRH+PMz3fgH+/YLa0q03Qm/rRyblmGFfTijJ4daRhbxgM6Z/flXzO6FTReyiuwGgUsFr7+jcsuDAdcdSe4DfV3Y1BNn53kyCzf9QhM96XEhjjNeS4b8gNfPxBholwtNhmuzkZQm198xw8/st8rt7cTw+gUR/85ivvGhfuJVf2IvLaq/8Bl31POV289/w4orOmWIheCvDE1BzL8zRjiKiakLdP2NtfSsZcQjie6E1Al/3jD1idZqbjeLtSNenjEPGpcLWnxH54jwT/jqia4neoPZRaTxEL/dbT8fCkVI1hiw44WL/hNdc/fGbqtA2DMx72lRmG2h6Mrtx3cOy4RQhiifaJ4d9fINFwtVR1axcDoeuJodr4vhtnukM2eO48i5BJ50pG4SUT9Z0kKQD+ALm3EUVvw6cRkvXG2438tYftQN4zRqCrwz8Urk6t4JjzvsNHArgZdmxZkJ6pHbkPE7wVcXMGHBi8C8LpRf/x8O6ZW2Wzm5mR/LyM7uWEZPHx54P+zYX0c+/D8wbaQ1A2eR2RdPNg+488Lr1vDejOjOIsTKg21ZRMtiJ7LWPF0/CIf+nmUhHac//sFhDTC8Y/iFTzfRdhFpJlKKNFoRmo0lzPgmwjpwfpY8iI15u+Fkz9L2/F9p4Joz4PFWYtaWMdz4GjNmSGR9oE2OsytM/Upr3iAXpvLJpj1PuaDXRN6PXFB0amS+rOy/HLiWK0uI6EXz802Anfn+/i/s5Y6bq9S48fF5Ie83Znfhs8JsZ2S4sO085tL/l3ji/0Wi/ydrmy4473BxYKcK1/VnrlrTuhO7tsdfDPr2TKMC1g/IDFMwPMkOFzw9mqlYyCvWHIipYrzitg48DJa5mTAdxBqY8oiLDTtX0NqxNIqQEjp4BlkRccZFqPLGSWlEPhPGwPV7ojYaGwTeWBanmUVF+CtbXnClcrh+YsvMOV/QaQd9YCsXelVx7sxiHnjaAsYPhAJZWNz2nSN7ztIx5ZabE/jG0ZQfRD/TLzfcA8zC0YQVWz0/u2+YHcSoqf5C6L+QlxlfBTkakn7C5cqaMr4a1jLBviOsChcsJgV6v/JZKoP17LJE+MTajuzExDwXalPIymCLZiLyxXqM2TgEge2O1FppayHKhnVU2CfN2U2YNLBITQ2VeOlJG0xipU2OMmeWYtFlhU5hy0ZSPXWb2bqGoi1TuhBw5NAimEhaU9KI7gXWRhozMD8EUm5Ig8PpA6vW5GD4PW5cN4tQid0WsQq0dSQ7srU9TV1Zs2Kq79TBsj1lZu94EJlAyy2PhGBRaiYPgTa15PlMOP4JazeeXMcqDc46Ql3oTYvXDYPf4UTk7fOCSS2rfEKlgr2dyVpiG8HzOhFCy9h1hHDD7SxdrkTfUC2Y8IPlEFlnzYu+soQncvBM7kx2e+Z1xYsOlUfO+5XtNnPdFbybmHxPpPCZF8KW+f0yEp86xOwZe+iGX/HyQMk91o+oZKlrxR4SW/a0CPph43KsbG4mtpLLjwu2PZA6x1oc2QquJvHjYY+OPUrOXGcHXWK/RWIoBCdZN4crhkOzUEvL2BjIgT6veGPZDpLNg04Foyrago5nuqiZnsElz84WfPCYIKm7htbPrGXHm7sS8kTHjdS3DH5gLS1KTKxuYQmvHMRG3SznEIlho2jBpex42ApWFJo8kEwhLYJLXNDOImlYVUSEBWsDm1Q8lJGtu6KipNiAnxuEELBqYhasYqOtR0Kd8FFRrcdnx7fnPb+8T4SfDqTTTBINs3AMXrGSOZgVW1tE9YSskGPCzB6lJ6rsEbVy2Rn2cUWKR5w0JLOQ9omP1NGbDacTzj9SbGBqNPESeVUXLmXjRWZmAo3XrC34ZiTkhm2pvFeNr5Yf+wvWdtQKnXXc2sree3rzjVv/NzAzxjRcux5ZR0Ku7M0HN7extzvcXlFX2FIB6yA68n6hq55hfKJvF0KqzMNELp7HtzPqcGQiY9yENIVrE7n1FWsiOke0jMw5UdJGJzzLmOllJESw3jPm33hczojDKyOV3TJxpKGqNy7seF5vDKrDuSsH/4LlgiGQdCBYiDVxSJ7vbc/eOpbpZ47lB9FVAj1BbLiQaaKlS5prEfdGnEr05ROTHtAFRBko4wWXn0AKFnkislLbjbB+xTQOvV4pUlObhFOaVFoOxWDkD4S7IjnizQV3lDRm45PAn4WnTgbXOk51YyOQxMwgGqp+obUr26Ko4sqo9qTYIwaP0isyFQKGNRbIGeI7NSu2pcHLjjVuZK5UNuawByRTyjSrw7oPegw5ZcJ1Qq+ZbBXFd2TrWYCpOo7KE0LlI22QMkG1LKZQ68atnFiLobcZM3lcWygx4LHEbJlIqKBovODSZMxcEXnFqoKvI1uN6LSxngWxJmqAQRuqDVBurLufeQuVR3dmajUvxrD4I+YAl3XFF8vcaI44anQ0zpHEhQ/TMylBrhdqaGgkWALCX9GlpWwaEz7BCMrug9t8o09XrGgpKVENVD8TtpGtqWQpWdOVVSecOfPnpsHlr9j3C26viWTe3xaGlNHjRjFXctxo1glfQPmBU9rzsG3MWtAXQ+lXfE3YSdHkGYlg0jssCuyKN79B4wneoWUghYArcA03VtWhV02pjisFkcp9AsB9oHzklhRijnzmiS42LH3Eq4XgoIQDa4TdfqMMEHYTKRdiVJgSuVVLHUdSbqis7HxhLQdi1Xgq2ax8OAjXK6W734c2g9eCbitQ/sD2DrKGKDG9w3uIaeLUzDCeUbInqgYrE9oMZLmxCKjB0MgW0o0bHa91RETIHwmzjnxMHVdteJ4tVawkJ/EuIUVB1oFSBKfY0YSNz7xjv86stUH4iGsaUht4WQs6/8DHwlolnb175j50fyCXX5j2LQ/ywuILqQp2RTP6gPpYiJ3DLqC3GaEzK4qwSoQbeE6SZU6kdEPmhiAqJ+Upyx4nLNG399BGu3FqHA/piSl7hjZR7Qf+wXN1Gl8rvp/pZ8l23OHtzON5xvnCeDBsPzqeX0bs1WHTyqcbwcyILjHLF4xYaGrhvHWYoyflC9IJVLT0/hvToaUphVMb0NUSZ8smH5g2R0odfZX8MUZ8WcnJM5cbfflAObiIgEs7Wm+wGbb8Z0KGJYBIHzx1A3WAKQmkVJi0QRFIBpJJzGWm9Qc+UiEWjy0CNU2MovAaJ4bmQDYRZESMls0FSmtppMXWBaLhtu0w8yf6tRK2lTEmRFnx041D6OjNla33dDlSxR6fDdMY7tlCubLGjdAnyuQRydFNH4S6kSZJsRXShGtHhsXR+I6y05ggIc+obWHpep6d52wSSxoQsWNdEq2Hg79y/iooQ0Dad6b8QImG2q6EchdHzFWTTpm4/UbdfsX7wuYKpWnop0SMCn8LZL2QUqZ6yUEX1ioQYmYIAapgN0V0Y0jjxtxb/GpwdWM5Vl5iZTQWyCw+ElwCDTLMSC25mMBcPX+Klc9U8WVPGiZWMTDmXxDtjSejOGnB0DV8vd0wfuZ7yDw2HWuX+BSRJUoaN5OoqOq56JnHVaMq2LczKIt2HrufOYUWJwvSDYxqj9gCmgOTn6hqxbueqWasbmjCFWUbTtMbz2OHTJWxDYgQiGsk7neIvBKcoS03BveIf0y8m0xvFzYp+fX0jWAtrp251YmjjuQCwQb+w1nQM40shKzo1wtZghsE3kSWMHMuiSqPhJTJcsHEQHaBvsKaR7rtiTG05LZQ5o61nnj/fcaljh+joviJUlfiEPC5p90k23ODXhImenp/xuUWOx8J8oLHYBW01ZHWCQTkOOOcoIQTW060c0XoEefUvVFWevZ5YhslTvf0ohBjQraKZz2RTOYzW/xq+ckkLsqwKcsxaVyFq610aSGuJ+z8g+Q9Jl64lR1/UxtTjAzBs08C8/6Dt3bHL1uBZSQdFs4uENrEFHpaziyxEqmUeUPnwOgUcbJU15OTwexuCJcZ05WFlmAmFiZ6c8Uj8PJe1xoZWM2F2/6BbmpIKXLresgjWewRoTIYh3X36b9WHXCXia2pFGnoUqaxBdsLhBcQ6z34Mk/MYqEMgd0GjTFk/ckoj0Tl2cuJaD1LIxG64dtlQ5hI3U4E9ULyGRcs8WaotWFLhZgjf3x8w4yKsTp2RkDZEDhMgJQTIRpYMmuOJPVAQ0WsHr+fOPlnaGdcSvj2g7gZHq3kUzQsjWcKG9O2Q52ubC9HbF9Y3Yzojix55XFasHolBEc7fKDVcLeDaY58/x4Z044pgMiGkCZufmW/7miZuC1feNARFyZMo4leEUPkuo5c1YUuHzA5si6WXggiEaNO1FZRcmJZwVnJtg/Ms2O3XVDLjlA+6G0CZbnKSBsrpbSErdA1kWwGSmqwcmEJFw79QpaGGgs5PaFMoGpLzAfMbz+IhwPhc0IVw8yFzkRC1dhg6VbBTMtWE+rzd5RbKbKQ60ybRha50cZKLHeMGatgy4LaXkEE8nojqMiDHYjxypYLi8+0h0QyiiFu6IcFu3SIGrBxI82JHZX1LXNQDmMmViHYke92KNvCIh8hZWyeCU7T+pkueVRaGfsduVmwm+YWVk4BghnIfmBeA/5BEMuNXW5YrjOuNyxeM4lEiTOqVEKZ6UNh3FXa8cTatCQdOAXP1xgI6czGQuh2RJ/Zh4HiBHaQ9M7jR7AyoMOCExVRe7a40seEzYqeEzV+5RI2gnfEUvklW5YIdrPkfcM5Gp7dSFAN7rtn9JVHlSlyI+WVvnSUuFF1R6h/0LuNTIvPnimtNPMVpx5hGDA9vE0Tm36gXRam3YKOI3pTXJqGo5kwW8TLD66NJidDVQpLoRZHvyXCqUVS8WUilEKQDRCZVKG2GTutLHoj+U9cnjHWcamCXArCG3JoiK5nqjc2Jakio8RCHDN5cYxPmpmFW468mJXVJC7WsDz26OB4P70jVKFhYZSSfTa0e3tvKl4yW78gHxNbgTUpiuwx1lEp1HFkzU/0yeN7hx0LuWi6vNwtOVPE5nK3AnVvdPqJWVdas6B3ETbDIDp0nAhNYgwTF234Ov7G6fGFn9aJaw9N7TA58CU6hpQJO0ObDT51bMFihcN6jSwfrEeJdgFtBT5vLMCqNnwKTMNMCp6ZntY29CnexQbjjZEda+po7ZVUJEZE2A1cVvAi4pPBuEre9v8lnvh/kej/yVp8IEqHDgW0IyhPjAkVG2K1ZAfOCR4bha2JznraIPGHIyEKpuIxZUN70ER8iajJkB7be0iKkGyyYItBNpBTYqcrOqyI+kLoDdZHkJ6cK/gLYdcQa6H3BVNnupwRcU9tdhgXaEthSQ0/mxulKXh1JJWVaDyxNSibCeKGwP7TEyyQakF6j5aeHEbyPhKiwIiN95pBWIKH1EHMC5lINStTfUDrmVUKbBX87Fciik1o9slh8o19dpACk+qQEVJZSUneL3srmNbKkYjLO7xwJJtohAQxY2pHnzpKmkmdINiNVBIZoC4kFShzRKXCnAJKSRoKWSly9WQPaW5wYaNVlolnDi7iQ6TLmpj8vdNIQleDCgZUJeUHRMqssbJTC7N8JJuBXAWuaxBRg58IDTyZGzUpijFkWdn0QoiVmjVGCpotcMv3zqe0I8TIze94EoEY011duF8JYY8vH4QiOThYS0FUS8iBXAO+FvZYxFzwskW6BcPdUsL5FuyGSS0y39+XO1Rk8QQpWTdxJ+6UIiTQoZCko7iOXDz79UKuRwiRvgTmItBKIXLDsF2paQH3yNIEUr4hFIxJI6RH1kCJAREtY98inSbJgDORXVJMUhDkRrKGkhbmIfHgPaE2ZD8QSkIIwZQTe5/v1g/JostIzQ0iNYTRAi2qLJgkMCmSZCIWUMnivaS2hhAzTWcZ6o7n1SKSoBSPZMeQPbsEMliKmtDJMujAq634mlkFSBM4qEipirk+kXJkFwTOZGpdYOnwBwsIttBSS0GmxKYm2rhSiwf1yeruIY7HzpFyoqSeqUhek2VLByQWi8DqwNdUCUUw0lCbiqgdcrjh2o5d2nC6oBKUshJkjzMF+7ghyxO7JAhNZpQKYQ2BHlkdVSoQHiVb7BZZhcQZj58jSyNorCG1B/pS8GnDh56YDK2PZNkgZMdsVw7xnkoeWo3OltQXSnCEcMI+OUrIuGIJWeCzJ+cVIzpegyWLI7YkjPaksLFohW8DjYlMNFCgZmhq4FLhhcCWE7UKbC7gE9ZvHIWkhsSC4wVDCB0Zh6wLrAUXBrzWHMtECAdiadhFj/YKnQ2xRrIdCYCsnqISo6uoRkGoRBkJGkIFUiITKNWyJc0uVpROBKFILEQalK9IuSGQECx+rpiysDeCFU2ukXa6UI4aUVZK9GzrSlEtRThCrbhcqNETmxsCiSs3bPozuSSEmZnrjEqKSqSbIqPqSHFiCc8IubFtG2urqdpTsiZbiY4rXuxALvQIciNJJEpx9NEgYiSngFMaWS1Z9kShaFlYlxsqWEr7QUGizYRLUJJmE45GbKgIk2gQMWOVoyrDnEAIi6gCWROFTG8NXiua7JjYU+XKJHr2ZWTMFqUaUtL0ab4XRpshN4G+em5rw7oLPJTAVhSNgyodyErxDhVbvIgkFLlUkhvYZKQ0kktRtLJSCngtEaLg7MhVwV/NzBwEvslQJCUt9LEQdMc+WKaqcE6yIfizn/Ds8HJjaTOPpbKKFVk0s3eYFMgiUPNCyJJFHdmlEVV3jCWiiCSbGfHo4qhyQWCYa+FoLLNUPKblHgYsPbJYtmXPdmjZVc8aLeQeoe8kjnQDk053kCqgiEKX1v93eGeuklhmfAr06oqJCZcdUh/Y4gLmwKozpQim6cbeSdpiELIiSgQcLgXMNiAIiGQRdmNRlXS9YkPDsXii7pBpY9bPfPGWVDdwlaICBAHFQ7NjKgkZKya3tNmSrIYmISoIayBJmmqpNTInxZ+cITQFES2xSJwXuApNnElOkppCSq90JbAmQ44RQ6JNklILJmZCiTRLwrcSJ0HJO3FeYiXhwQtSW4m5pZSRUiqHIsjZY6tnHyWiRpxzpOpYsqID1uLYZ4GolhQiKUiqCqgaSFJCiZTqma0l28wYJtzeMiE5FkuMM7o2eLuglEeEjO4Ls67IMeOyJ9VMWxac+4mMJ8lE3TLbLhGr4rkUbGroW0f2M1HuoFwo+pEQPcsYyVIzC4kqmUVXGhF5cJlGRrzzKF8xebtbp5VCTA7f7Mg5oZLjQWys2aHzio2a3WFhjntEtSzCgwIXA2tKNDGwyYgMBuszSXbIODIoxbQashkY+4T3G0EGthzYF4sqPZe6UKRD157FL7Q6EqvD88hSI7UWos/EUBhaxZdpwSRNaAsuREry+HIgCoNUDpkywp3R2eKKwheLEZrHHMBFXDIUUVlSg6qJvbC0GVYDjTqQowHZItqEjo7iZpwrON1SKoThwj44xrblNWyU2pCTpqiNlBIpX6kis8lMnx01QygXBrFwWAuCjN0EXGdaM5DEE4uI+HJvikahidKjXUSISIoNNS1svqC9I+jAMVaCs6ylIqtEZYmzDp0qRBikQNTITjtG0bGzBpE8NjZ4CapsYAVdXNnUStheWGOgrCNGSR7mmXLMeJGwtQFhiMnzNjc853THYMqik8dFRVosMm6kaAkVdGrJKpIXwa271wHSbeSU6PpC3sComULBxwp1wgdolUMGj8yVEDKJQhMcxYwkH3E685gU5yx52AxCrGy+UukRxeKzxOaeWDdSsSw+c1WRNqR7jYEgiEeyKPd7r1hEKSTvSEqSY0ZnD+lGjJloI/SCmDc2U6l9Q28CudmINlAFFCNxB0ci0chENR2pVFTJlOCJImO1IOcTx5Cp2eGiI6eePK2spZJKYudhxFELbGEjlcxaKlpaWjNgCvic6ISiSR6/DojjEe9H/BKwvccWTadnYq50NcIc76Q1mVQtoSjk1hGLopZ6J0GHidS/EE2gUYWYAyI5VDCkpsMvFRxkGaneIsfILEFESfALuuvJjDTJEOcWrwZyfCJj8JunDwbtIlFJKIHkMylZsnsk9ZokPDVYqu6xaqaIPdZuiCDI0pOEReoBgiK3DSYGyNAuV0qxSBbK5tmKI8pMCBlHwoWJQQtKXJntjh1viKTwqkHFTFAJFWdCaUAovIuoEtC1ITgNSVBsYIsLz8VBkkT1Qs4b1VrWaNmaBpsF+zwjZCEkS/aZ7A8E3J0AXS5Y9YhMLV2amesDYZzYl40YDUk+kGsk5sxFOmRIZKcYnyqN6ajFk6TBuITaOprqUH4l6wZZPYtuaeqIr6/oGjlvmefi2GrLUVlWF1DFklTFhoysEZk85vZITgptDaFWIJNsJhhFpINiCF1g7xO+VXRCYmvlOSS2LrHzG2N3YH++UXTBhsIWIqlWNmOpMRJKALNhXMU0LU28kV2kdZAbyyZ7sBtK/VM5LhO9ORO7V8QaiRS0WFChwYdCMg7rNx7yxlohpxWRJLJ6Rq8prSMxoZIklYqsAZEK604i15GUCmWRmOxpY8YdBnwuqFrBbYiwseqWKiJRRlZb0LXhYAYmqXiMM7HN2GKRwZFURtSVsoHwLbKbkDWRw4rJkKOlqe/knUElgXD7u6OhCDhRcdKz9xDEiC8HxFoQjJTcoKIgC0nxgdLvSVzvUy8l0uUVI3u+bp5YAyGM5EbT28SqFSEFgnXUIFlINOIGtaMgcQSE8siQScIh2UhLZK0d0q9sSBq/EcsjTZkJQkACoSPUQE4JExZqbUkpo53CJUjxhrKGIDrmIrBlYo17lmHHQRmsUORqadOBOWy8kqjCUEwlNYpNOEQYcT2IuDDKhpIjKlZK3DAxss8N+3gG1eCCpa0B4QqyjKR0wCpF4xaa4glNIocdg6r4mIlNQNqRLFtk9KwlUsvAljVaZrTYKBVc9TRpI6QjSUZECaTisLUlmED2kXRIrFikM3dxXU7M+t74FdXiIyR9uHNcziFFpR4Mm1PopuJlz96u1NYh4wFBpVZH3reIsiFyx4pB2IpzGb9PpHVk11wpWTMHRWPByz25LmALRmVkVAQZqF3iYBw2NmRr8VWhWailYx8dzj3AYyDkSBsDUyc4OEPbC+Yq2VlNxhGiBx3Ytgdyzjg8roHkN1wtPLt7HpzqEsUJQs7sUyUWhysKTcWGitKFRsyULFiipw8tqgwIGuQyE1WkSZIQWuJO48xE7CWbT7TV33F6iDiXcdJi7Y5SIrEUJAGIyFXhW5B5YcmSKhwyFR7TzKorumScUFjvaGrGiidCiJQ2s4XEHA0y3ZsbUfakGKhdod1G6l4Rw4RImrym/xJPLP9/wD3//81KuaEh4GXB50onHY3wCFEoCVyqCGlIISKLI8mAplJyQCZLyR4l3N3bWSXQmVQ1XawonVlkIdVCIz2pJLSKJBUJpcWXQiYTRYtXmZoLpQQcgS4lRBEQBVa0iJohRgpAiTwWh6Ol04GuZhplMKJB1w3VGVSKaC2pxeO1JHNPupa5UEugw9NUgZKVEAtGdCgiKka6tBFlRaLJJEo1yORpsXgCbUyAodOZWitNjpTW0NdIFQktBVkmiIJ91Sw6oasFYejLPYDQI6E0NFSklGQyvXBkkVB4DmRQhhoTq3KYqomtQIo7oOyCR1ZHlwNNCMwqUKlAQngoFGRTIElqAScSbY3UCpuARq0IEk4LFIkuR5R0tEKiU0TUTJSOVBMiRHKNuFYSqsYnhVcgRCXqhJQdq4SmZEqGHCvHFOlERlCIskCBJiaSnXHaUYpF10xMGihULLsaKDVTa6ay0hRPl2ZEtchkyNmC9pAFonpyzWQiXt8BeiATSyDmGV8CLoP2gSIKbXWQN2oK/yw4EkZ4YvUYlfElU3RApMquGHR2yGxRm8OgyAW8FOQi6KqH6oml4qTGqUCpBVJiFZKcV6TwyFzwVdNJjxcVwY4kJaHTlBrohQfpSMoSU4tWCVU9qRMkgKJoIwgBQUn6nOnizKIadPa0yROFpdZMJIHwtMKyyxtOVlQKNCUSmsra9ZQk6ZOgUAgigFihZHwTcCnRp0CVgiwzu5TIJGrJtFIQk6fLK6FKRHB3O5KaMFKTREDIROc3mgy+ZKgZnyONCOA9KWecKtgcqFWiC0SpCLmHKtho72rjXJGlooRElojtJTthqclBBCUzRWpCzZimIGtB5EytHl03ZPYob8lV4asjVpBCImukAWSNbKKQZEDUhNs1tCSyqMiaibmQisWXjYdUEClRa6GISKmFLkEQCbJCq0KTDaRKkoJYKr5UEAEhwv1/qUiu9+cYiuAQChJLUwIg2JeNXEDmSk4BkQO6OrTLGAFtWQg+EpNEISFU9tWDyuROY6TClYYsEi0ZXxt0yXTS0ABdzczFoXIGqVDC47KnlkBBEkWkCuiSZ20kiAjSUckUUYg6s88ZkRUlOxQBQUELwywFB7HSN5ZDWtlVUDqCsFi1J6hMFoUqM1V4tDD4UolSYEWhyHj/roNH1UqlkqtHR0ethkZ4PJpaoMkBUkUpcwfayhJrQlOptRJURjpD0AElEla25BpIMrAJRRfvpIN2N0KxHKKF5MmykGsgFiBrVPRob1lrQ62BUiaKL8hokSikAFELhUioGYVBUqEEvJSAxtERZAs5URKwRXLwdzWwsEjncSVTRSUVQBTakii6kBrxz0ZEQegKXSJWydoVbAe2KajiSKXcz02xInJiLj2+1nuRUANFODZ51w+kIijV42pBVMHW7EiykKqjlIQKDpErUDFNplJwWbLVSg0OXy2igqzhHiYq7wVdjAViRkZPKo6SM0kEKIUsA7taIRde5HJv7GWFkCtIRyQSaiJR0MVSASckohTanKlEVIkEWchVMEnIRRJLRJGxqdCw/bNBH/9ppOIhBAyFEiKpRHzO5FI5Rs9P6UZpIkJGYMVnQQyVNnqKDGRRacVKEwMqpTsO8pkkPEJFBBlRNrzUiFAJ0uNqRcSIrJ4sCg2ZgypEuSFERBdBIrFLEVUVKKjVIcmULO5/Q7gXdEITQ2RXElU1SKGRJRHpUFJgm0zSFiEyTckkWRHF3/dAU7m7mUmcjCQZSdLhRURECWJjlg2PcaQh3nMjtKBhQ9eEQVCEpC/3/ZJFpNEBxb2IqFGQlcKRqaXi+0oqGdNKak7kEslVoIqn1MgiFQWHFHCMBo8G6RG1ELRA9AvUgq6RIDyZeseEWkF1hOpB3Pd3SoIm3AlCnTReW4IoqJJp60r1hdBGqsyIen/ORVaKqiTVofJClwJZZ4wqNNVAAZU2VDWIsAKCpnoSCUpEI3CtQggDrWXRhaHTFKfxsrBIzUNc2NVIlIJOln9iY4fKElszmYTOlb4mWmaS6DBNQ6lQmooSPU0taCEpQpHJSBINmUIiyopH8RBmKoquBJxsyFKS0IBEVUMT7merwKNypbYWVRUiF3Z4UJGcJToVOgxTG2myQZNoykKrAkJmsg5kWUFYdPEImdFNps2eplYE9/M86XsjZKuFQkPQmsVV+pKw8m4D0NWFiieLREdC1RZKRZQAjUeJjeI9Tcl3RVsNtCWTRKVWQfUVkQqI+M/7OSCkQIhCFZkqICcLSoAMeFUQMt0JkuyQOiFrRWZPrRFfBCU1UFukDCThMBWMEri6Q1GgRA4ZYKVjY1MtJVekSIRc6FOEeMccpS7si4MCRe0RKdALgcqeh+hxVBbdEmumNgqRFLUUdK0kEWnrP4FdzfTJo9JElQWRMqp49uFORicMbXRIaZBZ0gJRe0SpCODoVxArXfZUPB7F1Gly4ymq0PuIUJ4KFAFZCJAJVQu7Yik1s4uFjhahE1lW2uSpSrHqnooiZYXM+f4NlMgeh5cZlaGRCS/ujeCYFIUMulAltNWja0AqT4Mn54LjLmJJstzfdc5QC5usdMLSu4ELiaWTyNpDKbTJkLP5J850xFyoVSFjQahIqoleDTjZIJOjCoegkLFU4alV0teIKI5SIllbPJFV3EUGqnq2JrLHQC7IuFHINCxkmYmtJ0r/z4b9hiiJrgaSrBSRsKXSUe+CiZwRwrC3hpwC+A0dI43MSGFpS0BUQG20wZLF/R600ZNrQ4iZmjVPLuFSpVaLiPdpPp09Rz9Ta8DpTPdPTEos1Jzp3ILkXuN16Y45Yy3oHIgy4GpCZcMh3kgp0qYJpWZ8Wigik6RCZE+TDQdvIGZ0zEiVkcmx9xMiAz6hvSMKSZGVGgudW9gLQ18DGnlv9KhKkzM7LDV5tDcUIi0FUTINnqo0m1RQM1FXtDOkrJHyTgClErAKIhJSJtbI2vTUUmhVZGvv+NJHQ1MMOheKimSRSUi6YFBlpOr7mSFUQciADB7fVjatQGzomGl8RZFIuRB0ZROB7DKUSq4ORKbkOz7RVdDkkVZciSJQi6eNkVwLKUtyFVQ8pXhyE9HJ0uQMSRFrJciMKYqiC4FKQtIkgyDfp0hyvhP+AqoP7ElkkUhZ3KeZayZSaUqkqkT9Z72ZigZ5rxtSFRhRyQqCKiQSTnC/w2Vg1gFfBX2ZCTmTVCULQS2RRKTPCas1QUY2VVFUajWUogi6w2lQpTDViCgGtGTHSlB7DmUgyZVSCyIJKBWXAqVGNhJgialBV08Qgl1acI0ma0FqoSpJWx2leiiFUvW9RhMZagI8VnY0yaNKpkrNY0oEkelzJpaMKPG+b2rEi0AXKp6OmgKymDv+UoZFNbgeyIDOiJIgJfZBkhSokhC5JQJJ37kVWzuqLBThkcqDiHgFBogIIhqrI20FlTNROPpw//pT5C7OqgIhLLHez4ScPJRAIyVpV6m6IEuiqogqEIsmkhDyrpxWFJQWCCXJOZDFfOfZ5EKSgSIFx7SiSsDLQMiBrTT4WmhqoneRjLyfFVUjKeQEEstGQNSIFB4nEopKJiAIVCCWyiFlSr7jnEwghkoqlSQsSmRUgTZCSyHljSwSWUAqhV2+fxuvfkMWj4yZHAqiJkTcKCXQcuciO2k4ljs/1eSIjpFjinihKErhdaSRjibcBYpRClKMHIRgFxwpLgQv8U1B1ICqkbYYHuMMJdKWjKqCoDu6HMkx06VAlzOlVCSZJCBrR1MCFU1F4prAXgY6XclUirT00RGzg5LR9cZTuLKKjqdoyErSpYDAQoZCpCn39ymLJ4tAXzY0Fk1CiB5VA/sUQSyEGkjZ05RELJkpF4RqaIVHCoEXgixapEsgG1o8MkkQe6pwUFqS8JQUqTnRlUQV/zV6/H+R6P/JykKiREU0gtoo2ppoZEEIQVaaNiY6mfEiUISiRQCCoAIdkaNItFSScnRloypBahQS7rYkQlIR9Cpy8ImqBKvQONUisMhyP7i1ihQRKAhczTRZ3FWEIlIoJKFR1dFIgdLQAK7pSLlBNAEvW1Q5ssuFqhKqgCz3TZNRVCRFN4SiEToSiqAVEZkrRYt//l6BrgVNpqpEkRnxz+NDlkRfwbR3EH7InqRAJkGpGVebe8iYLBylJ6uKqoWke9AVhyYJhaqFXkDbJbpS/3kQB7QCFQtt3UBLSinUGulqRmZAajYlQSSiTigyIgsalVBV4guULOllQUlNLRWhEh3Q9oE+ebqcUAJyTDQlQi5YqZGy0uVEWwpt9TS1sBf3oJJYKlRFUC2z3uGbI0Lm+xhPWxG5omKklQmtEjprtkbTqkSVkFShEwYhBErcFRBOaqhQiyJXSS0dtTp6Elomoqh0ItyLdtXSxUCJnkVIFJ5e3Q8pmSvoyg4H2uJloasOLQp9zcQqaWQiKQGNpU8bRTpE1kgqWVSCjig2IgpFYFENojpUjUhxB8WZgFAQhUTVjBaJUOFAInf8szj1NPUe0qAqoAsPGAqQBYi6kjrYlKIqh6qemiAhoFZqA7ZXgKSWSisKKhYOqXCoiqzvpKsCqi60NSBzIqp6f06y0hdQUuA7RVc2ggQtKumfkxZNzQgpcXJPkyK6Gros2NVAbiNVdEytok2FLCoNBlULBUmLxahM0Zo2RzadKE3FikymY69nuhQpqlBaqE0lNYUHIRESUAqhNU12d8Kz7alUBJKORBGAyvfGQlsRCSQBXRO+NEgJQiWsgqwktYJIgthUUqtQXUKlgt/fgRUq3AuDmlHN/ULuckWKihIVLQJV3klitMIpTVTQp4D+f7H3J7+XZdt9H/hZe+9zzr2/Nn7RR0ZGdu+RT5SpIgVSZAFllAsFwpoK8EAzCxy4RjQgPNTAmogwakAPVAYLsACPPC79B5oQZZQLRZg2WZJFiY+vzczIiIzu1/9uc87Ze68arHPuvb9oMiO7l83bH+C9jN9tzj3Nbtb6rrXX1h4vLQ1K5z25c0SFThqSc2xpJNc9rlZ0dFp0QSJCVFrn2MoW4NpKc5z24JcEF8kSmeQWjxLqHpc9O6nFOce2dGSUuSQCM5wo88qRtWG/a1lmh5NMdhFNDh9blsHRE+id4mVGkB6PQOWpdE6sFB+zZTQiIGYC4AUnCQ0ZDZ79OEed4KUn0OJch1Q9PigVCWELEWHat/hY004CZAgSyXVF79JwHpY1OskZ9YEoFbGqaFToRYBIzQUiDVEA50gu0aQl4O0cyORKUWdCgWomqzCfeHqXyXWkddBpRvOEJmZi08IQRqzigjr1JDx13xHIuNwjsSckc95CFGJQAi1d9mQ39nXIVaKvPJNk98G5wDT0eFcR6PEu0nqPZCVopEGossNrb3Nkwko3uECIgUBkkoTsMqQldW7JNDgHEYdIoqMnTxy9TyAJEXN0Yuip6jlbGkkodVYCmcpHJrFlNglUPtFWjm7SsvTQeyXHQOuE6IQ2NHQBqm5B3ZkwGlFinfA5Qc6oJqrsUK8EaUniWfiG4Dq8LonZ0YkHJ+Aj0xRpckfwGeeAlInqEQchmwMtklFM2NcKvM7wmhAPW/6MPjTgEtE5nAqLxiNENEWii3jfE1E0KDNx9FIBkUCic44qLVHn6L1QzRNI5ErsCNIPQTJHrmFRQeqn1FkR7dnTU2INIff0DlIVAcXljkY8vj4jOk+vLdpkHBHJEe0zk+WM6SITNFORWThz7l1WgnqqJIhvUElIF3H0pGnLFCvBNk2RpBG8oAkWTaDVCV4dIS5pYsckdzROyZLR2qNVQ2x6e5YeJmRyEqgi3rcsq4qFq6hSRfagzoFggSHfUamtRPMqNBm67Kl8JBNxrkf8AjQy6TN901BJJovSSMSJ0nsrY+OkQkKHF0UDqAiiHcuqw7lMconKeSoHk3aBaE9WJVeOJBV9ECZdRrUiu8x2H1HxOPFsa0eXdwghE0nUKYHYUp4oaoExgSxKJZmpLG0MqCtEM56OLjhwkdY7VJQdlqQGsg+o1vhmBuKomyXZmy1RibBsai6kZitm5l5o60h0nlZ6+tATQkJ9JvpI0hrfdMTc4eqIOmGC0klNzhWdByoLbmoVSMnhsppD6JTsHJWzcmqTtKTVmihQi0PUUyVP72qoLaM+VYrrI3OpkTRlUTlEE5ozQoMPQnSZXV2yywzNma6qQGqiCg09dW4JOVEhaJ6Q6haRQC0tTZ8JtDQkoqtIdYeSqclMMkx9R0VmOypNDiwlUWsL1LgEWWvqvreyHKEBvwQsEzSLECQxTR1BHZIFLxWubwluQeMXRDdhUSuqlYnnHnoqcrRnfVE7tmnZ0p7oK6ZOqNRWVTSaqMj4LFQKs+mEpasJmoAFPTWTPCfVPSbDCW6wMUWFa/GEgBLyBVvO2vtZVVG1PeI8jgqRQPIOUbOCJEc0OLxTNAsaM04CGgXvBBXHTuzNb3GRPgSCdASJOJcIzuaBFCxY4lGqDBICsRZqsHENJbqA045Ge9raZs59N8f5yLYuyc5EDq+e4DuSEyYJJtKBawlJmXvPwjUowkVwkFpyNUFDQGMixY4p0Etkqj3zqiY7RyLQhmqwlS37vAnCtIu4bHa21wW9CEJAFi01HU3uwQW6kAh+Ti0ZzZ6dtITQ4/OMrBH8lB1d4NMFgY6u8fhsflasoachZEA9AZszNWcqliA9HqUeRB4fh/EUYeF3UXUkn+mcRzzQBiITYhWZdBFUaKUjeqUnspV6gvYwCGYpRNqqMvEk10gWRJYEItnXJA/LyiG+x9cZJw0LD5JbKnqcJGoSkjIhttRZaURBIw5hRxyI4rTnQFt8EKAjRMg5ob0gbkj8okODQEiENKeRnu18RGgynZvgVcxmkUzvK0QVl4W5nxKz0E+VLJ7oEk6UmhaJkc53bDNj6TIBRaSldkoTZ4Rsvr3DgrXqF0xyD6pEqZnIAqkSohAEXFZyDmSpqXQJqaULDpd6Wu+pnEBX2Sq5qgGFrZhBIUug8pFKZiA9ldqcHvKSrT7iJJIloWJzbQ6AJlL29ArilIu6wmmGsKDWSHIZlzKNZvIWhGpG8Ik6OpZuQu1bM2NCosPhc4bkmeiSLtRMc0tXOUvI0Z4TV6MSwanNYdqylS9QjSit+XOxI0mPzx6fe3p10CvzSvFuDCYuyD6YqF33ZBxdpeRkWdpehcolMmIahduizkuSSwTMlloEEJ0jsiST8a7H+0yuzNGsU6SvIIdICh5RS3pEhUnKOOlZeMdiEiwY6GyOV6+4vkOIiM5RPyNEoRJb1eKT4quAc+aDLmtFJUEVWNY1+J4qRkKM7OYlWiUm2gKZrWz6i9OeVDumcUGQjspFJqmj9lsEES6csBQ3jMkmE3eqeFW8U+qQ8S6SnbPAc4pspcik64hZqFJPTWtJCAqdg8p3pNqzox25EurY4AHpFdRRu0T2am2s6iEmaj/0xUrJXaYLjr6eklEmOqNzU9QlogTTyfIF4nrUW7+mcixdbWNV7lEijSq91PSVp5KWiUKetCQvJGoqSeQGIA8JBx1UpkOlkKi0JcgpyxRBHZJsZcN2bnF+y2zYBJO0QMQhEuldRqTnYjKlcbAbe5IIHs9EBZ8EJ2IahNQICmI+SdN3hDZS9w6tplQZOpeRqdnjk+WcPW8bida0eGmJrmfemN8dqAgukJxDiKZjkcg6JwB73SlOehoPVVIqWeJE8KLUbm42qSRqPIoHAhPJNLFlkhIhWWJV1ooUarajJculALv9Gdo04MwWtivsWIaKHJSt7sLGyQReOrxTtkVQB8FbIGqRHRON1i80Yap3ggQpCUuBqFgQnSUhtyg9tU/gPYpSS0etPbEObOcOnFK5SEVkJy7IeOsfusD7JeLAuZouBzQo4iFHTyWRSX9BI6f0oSZHz5bLhJzNx/KOqV/QTxK98/gEmjJbLGkkg0QaSVSdkipHyOajS6oIrnstnbiUc/kEJmlBlR1RoNepZe2SqFxHHwI+gwp4H0GEiGMRIKviKyUm6wR95Wii1UfrQyCooM7Ti+BpoU9UXoheqFNiGRJJW7Y6CJqobJxHGoFsZQmcc0TxBBcBT+syPiZ6b86+SEV0QII+ODIJT0ZSpHOBKkL2Hp8h9BYtNKG8h+wQBfWJmCHIAgkOcGSxLJZlFQi+RdVTY8vuHJC9WNTOCbW05Oxw2YFGKplTEVGXITtcNWMrQucEUWvQXgDNAISseIWAkDTjPURVQo4E50gJ8EIfWoLmISomiFOyi1AJQRVRx9JntjTTaw9huKEacKo0lWXQpwCT7EAVJx291ESJdKFFskUjt2iJahnBtcskqSwOWVvmgdMM2NLb3RgRHC55xEWcQkuglkjGs/ATUlBEsEg2Fc5nzsUzbRNJPKrZggK+p5IK8T3JCbiM5hZJib5OVNFB5Um1IMuEV2XhG6rcos7hgE7s9eg8Tm2ZptQZS2qyTMDkEpmAjwnn1FbqA7jWzlCho8N7NQc3KU7meO/oorP22lpgR2IkijLpLRsyJBPnl1LjMGNfUOrQEVTp1NFnT6oCKgIpmFCSIxo8064j5SkTWnxnE5YXpatB1OEcTDQRJJG1oqGlFwucVNFE/k4cuA6NDsmJiKCSaQDnra1W2kLuSUHAiQWfEHyVcKlDpYaYSUAtLZ5EHypcDrQuUKU5s6ZBUo9zallfWW3iskPS43DiyE6oJbOrZ0jy1O6cTCBlYVkrjWaC63Eovct0VU1QNWNSMyLQA1ILTVqaE+Mseuyy4L3SisNJZaseEDQoDZalItRUfU+Lh6A0dHhxSAIJmXktZGnBOSapx/naIv5S0TpFspgYJkqmoXGWseVpCcFZNrwoiqNWtXsKVBJxKZNwuABtH5m4iCmNiZgTDTbJL5wwzUuLeJNBFK+OhOK8oFIhOIvqi9J0FhxsJELn8a4mOWysVWxyrS2QlDwscrJsYx3FXMHlhIgZrG3t8KokATw4FMkJEXu9pkNVcCYp0gdbQYMqEU9Fh2qgd57Wie2h4WsmqScnx8JvIVnItSOS8RLoQ4YUB+G2pxWY+h6fHX3wOFUSFVuuN4c+O4SeKiuV8yyckLTCZ8ui7sSzl6IFN0XwCOITVYIZgnOCKkzozbiLmYnrqUKiC4Lva5QeCQGfI3XCHLZYQ6jQ5HGyILmaWjK1ZjT1DPIUdUpEqcg4klM0g7iMc0rQjHohO3OHeifUakHljPW9XFfEzgQbyQmykAUWlYfs2O8XZF/TuUgTL0AzLiWcawh5CESJIpJw6qjpaVxPrD3ZC5ITgYhPmdZ5CzikyIU0BFWqnOlkSeU7dlTp8HixZapt5chi2YxNTgQ6Fl6Y+4bG9fRJmMQFJhc7fKd4LnAqtKHGucROiijB2phmKvW2UgkTDLsMXuzvkEzcjyK4bNmpjSSSwsTy18mAczae115pQiK0jm1pyYDmhMtCQ8vFtMazoI6RifYsnUcl43BUzkotuNwTomNLO6IXeqdUTsyZc0KjQvYZkqJkcgqI63E54xJsdy29myBknKtJGmk8OLHaikhCxeFJ5KqH3sToSYaUQdUCXD57NPf2+RxY1AEkWMBfLEC1lN7muJTJoYJoxn7IiSSC6xXNDgVzop1lqQAs6woJmTrOUNcgDubBVp6IZrz3uF6h75j5HSu/khyxirjgqLPd89Y1KAlxIDZa2+Z6mtEEk5jpvCJOSXYXqURYaIUAvQevijihFUfdJ7KzsiSzypNyxntbiSBZqIhIFKoqkDWTGxPpIVLFzFIqQorkYJlsCU/IGUegFWi6BSKBLlSQxWrD4iGHwT4zWzT7YH0vwKQ3x7/KikZbzVO5iE81S5+osxIVlk1togSO7ehoQ6R2DpdrbCazLLpUKSSh94GQLclkKYGdfkFUcMHTe8D1+JSJWKJDFS3jXbKnyiaERPVM3NKuO0YQJeHpUbZSy1KmJDwVPVXvLEtVgmWJSYtXMUfNOaa5Z+kbvEQcwYL1kgk5mW0qCUVoXUUVE0kqswvVxCHJFY5MrUIfzD7X3ODpcN4xB5yCjwo+4ZOglVDLnK6K1AQER6UZYseymiKaqVjQ+RoihD6jqqABRFCfcVFRXxFyjwK4QL20gJNTQIQkFS5BI5mIIq1DnN0XJZJqR+4d6jwSE1FMbg/eBMagyVZtOYfPNSH3FjSqHeoiwVeIJpzWpDDBY4GIQLYEgqz4emnjmHjqPptQodAHIWjCi/1GcA7UhLQkGS+RLQ10KmQ3+EqdJVSYiJipesGTiOrY0kSUBKqIKsl5yy7PSp0y6pVzv0sTOyCxqBTxg1ClDhcy4Jl2kdnEkXNCQo9GR3CJWQiW3NALPph97JK17aoTogi9QJBMFhMAegSCtwCiJObOU+uMWrONlWSCV/Jw10DQpOQm4yQh2eHV2qlTtVXCqTKBIwm2jlfJ4sjDfBo0k+tA23q8zyA1IZqP5gX2ehOMlqEmYCtvs4iJgb0gVaIXR1JHlyA6T60duGS2eO7Bm4imHnJWardAVGmSINKhaucUVHGux8UKrcANSUSSM4InhAjRmdHszGcTUYIscZpoQse5gESlJlK7hGYTzn2e0wYhZWXJ9kp0rhOoVlQ9OPE47ewnyMRgQcapJBaWno3SkYNSpwVVUrIICYdkC7b1XvA5EsUjrrL2Gh34RCeezpt903uP04AKhNThqhp1gYZMBlq3xKkQerPNVM0fr7ytmOtFcWSqNPjIubJ7LY5MT1BHGvzPNghNsmCDOAuiVyipV/MHNeOlQ8TbuIcSXEbikLyQlR5HFRN9lagRyzzuTayL3uFSJIsnO0eL+V8LEk4ynRPq5DCTOeJdMF2BiuQ7W2mRARIOcKIkBHCWmJICE9dav5ZMlkCWTLCEdbJWtlJHHBJBwhKRBkFQCUwXLa33pimo7dMAgtdIRky8V1AylQo9npoL8BkvQus9QTJRehMVFVxOJJeR7EjZEaVDJVDpkOXtEhU1rbcxRzSz13Z4BxOXaUO2lVIuW2kpFyxRQm3lpbhsGcq5I6KW1DOsoPNYcLtSj3Pmxzjn8XVnK3+1J4kJjxBp5BwQ6pTpg0Do2EKRDsIE6i4R6ehF8WSSd2QiUlVmXye1/usSHk9aypDAYuXikrPnHxFCr6skoyiBZhi5usEP7XxFkzN9LTQkevXD7y7xySO5J3nBi2ksKkrTg0rAScRrpJOaUGVCcoPtbO0MHClbAKTDfH9xQkqeFGqUBZU6OlebVqZ272taWieQM3jzlcxFF1vJ5pWQIKeWWjIWvq6pNCKI6UvJ0XpHlTpa35GdUjmlVggi1JJwMROdJ1WeLMLC1ez0GYn94MNlHLAtmb7K1FltDx08tQNte8iBxl+QQiLUmcWQYBUk4XpnPoGab1y5hA73JLiKpmohmu+zqASndq+q3tE7IaNUZKJ4yJWtENRA9hCyJVmJZLrgzcfXgLqeSqBzHRdSgxMkKi6Y35zE4fveAs5eqZZW8QEPk2wZ7Nk5GnriBEtCoQdsBaV3Shr6m09CX8MkR1uDKJ7gMb0vmw8qVaaiQiQP/nmPDrptlcBronU9kQoVZZJaIBErh09nYHk1qGaCRtOhEFJoX0sn/s5mov/Lf/kveeedd5hMJvz+7/8+f/EXf/GZj6GSUc24LChKyIJNn86W62WPJ9mgIrAUjwQQVcuyDdZBvGYTugRql6idZX4AllGEWPSXNCwLNXlRNBNdpo4CzsQbhxIRE0cciAgZyxZDBEuOtkzFjK4NIBfJKF5t2SkKkiI+Z7bjks6JZQnDIGhnzL4bBEBRW9Yqw98+mZg9Tn1qhlfChnHLyDCDI6p11lp7y1oZDESfMvWwVH7MlPRq/3YuIwpZIlN6dFh65XKkd87KJmQb0AKRXuyOZoTeYffPmRCSqOhdANQ6u+XP09cVS8UmdDeehSNqMCNFMj0eR7aHh+BTQtQhAltpSefsHnpN+JQIatfgtLcBi6HkhVOb4HHY1UeiOJzLOLWJbFknlETVR8SZWEiohuBEJCGoRDxCEqHWTPK2zCtoBp/RbPcxqC0PWvqKXqphqSxUOtZ5sgmqziZSpUHMMjMnmyIkSsg9QRIMYnoe2q1kNSFO7LXOKag5QE7NKUuShuiuCSlZIkHUlmyqkL232zo8/ZAsI7hJkcQEPORh4nZq7VGIZAfJRSqNli06RJe1ylS9ZWYk+xFCzjSpswDLIEaL2HLHKitZocqKZMhOqbG+0UiH+tacjpTxakaxODNKVWyjoQpzuHxSqqEMCKv2Y53BjHqhcxUBpcey6n2KNlkRrcapk9WyLodFc1vn8CJk9ZYtJmptfwiKWbFhJQ8lLHwycT/hkCSoQEXAD6JjFkWHfp6diW4kXfV3EYckGzt8Siywvrb0DhVHT03yQqRHSWRv5+olWzSZhHhlMmSaRmEQqyI1PX4V3bXxIotS9WBSk7dMgiE4UBORbEJ7JZmIx6lDHfgsOJ9QJyYQ4BA1QzTicRJBsi3TxltZEQVJgojacYc+HZ3ac3Pg6Qixt+8jhBRxGtlKVhLKZCkPQyADFxEZhnGEibTDsnBzCMCxDCbe9iq4nMH1tpfFIMYnarzvyL7HSz+0X8G7jIqzMV6ERci42gK2GXteC1/bvXSWbQaJlDsTJ1UsU8EpuI7kA9kLSRRPT8gZMxPsXDIeUegHx0iHOS3hEWfzS3SDEzfML94vcWS89qAVkNiKyYQLEiFlcJk4lGWw4A/YmoBkQoBaG45UJghgWYupst904nF5cAZxJhCRxlZElkRygParsc9h83AwNxKn5oyRwAVlMs7tEsnOE5KtwEBsiaJkoXWOrjGDrpU0jIMOL1CTqHNvRl/OlrGFWPk3yYjLiCrT3oLOPgpBlCa3ZBnnU1PedfisarLxSU0czwzlGbDxLwlWcg0hxDw480rtEkETMozlTrO1s6EMUwrgMPHOk82O0GSBABfJLpq4rHYeFcmWlGs39CyHDgFVn21uCElpYgIVEplU93QyrFoTt2pPVHmIwsbh2ftVoFnE+m4UE2UcZgPV2tscIxZCCTnhxa5JxTKGVHpQR3aRGMwBqrsEIjS5R0VIAmHYtE3VJhqvFjBzCMPaJeumIsOzt2ciKkiO9N4TJQ+2CbgUrQ1mqNSvAmXkwbGSjDiTxU2UgVjbnNv6YfYcnHdvgwaItR91ivMLdLD/kEQebaJsS58dHZEa1MTKIAn1Jix1otSpxanNEWZTRiQ7qqSoZHzq0Gxjh08mvCXnh+digblhQMWJDgGXTB5KluThrgUfERRvtQDxKTNeTh07c8ow+7QXhwasj3tvAfLRLlXLns4yjF7elv/ayCxM1JZmq3MkZ/X0m9QiGqkk29yfo4nKKSNZTQjzZrPXOVqo3jk6b849IsO4YO6PTdOWbS4wBKZsw940CC8g1NFRST9kXsowrgyrAsT6bcbjnTn3C1/hXKZuLQMZQEWpujTeYqI6fF4Cjhjyao5Z+MH/GOatahAXkKVdg3eYPWolYSRZGwp9T0JovT07h+KcBayth6mNpQyi0DAHJvsPaVjtlEJPpzZvqvghMwzLyPcWsPbY3KdiglxyVpbQA1kTTpWKDidiY57LqELIQ0PBfq8Xewp9sBUwU014jcxdZycqskpScoNtH9V8HUSJYtlCIcfh7ilkG8vGdmSpLgDd8MRbwFGlRJUVnNnXLpm37xCCDPYiEMXhZYmTjEpF1fU4YOkD1Nl8AmdJI55M66shKBxofSA7bysEQ0TxSAIdvO/WWT7gGGiyFY4yzAUZL44stqouO7UVgUMZAXGJ5Ma+5ojOxiOvCaeZziUkw9xbkCV0PeISVdcPK10Ynqzdn+hs/mRYqu8QCyhphQzjhhKIWS0wjdmRjnXfdmAiV7TXfZWHJKFktkxocZpN1xySLDLjKjNTNETtnLwCPpOd2VqqFTibH3pXDWduQSNU6F0mRLObkk+gDHby+FtQoZbMonZ+afBJRKCXDHQ4teMG7egITNoeJ91wn23Fp5AQTSyD4NSBt+OKZsuQdx0uj6EPj4w/otC7gKoFg6ZkcB2S4pDwZCGTKLZS1xNt3pI4JJCkweYyv8xmMWtMWaDD7Jmsg10L9JUnEIbupKTcYS3V5gpLTlA0B5COKpudkAUrHatKPfRbEbsmxJGIRO+YNfYkshNcss9W0RLq2qqh1oQTiJjYm1xGQ2V+8+DTpMGmjoOkVudErzaGI2lIhLBrVWFQHtTmeq1JbvCw1QIBo6evgz2pzpGHsiyDsYHKEOJ2Cpit5YEWTxBd+VsjLke8a4negvEuAWLJcr0PpuGIBYYFEK9D20vD6jQh5EwVoyU2Zeun4mQYX82GX42Pg10E2Kpxk0jpxeY3BzQp2m+KaQnoqC05huUJLEOFqvkuIUdri6iJ95KHq7bxp8WSKLz2JB3HFksiausARFQSlTefz+VMcmrnmhJeE7WaTuG1s8BeVrPRYbBlLQnELBxBneLd0tq3Y2gHnjaAJs9k0YGDNpinaJqDaSmWjJZt9aQM7RhvZY4AnCUH2R2LRGzPk6WfIM7b/KGWAJjwVtpYzT6rs2X34zKVW9pKN6yN91QkjYhGCzypCeBdmNgKUtTEbefJavN1Es+iskBdZlyxCD4puIT4TArWfskeF20OwNt9dkTEBWtfajZ478Mw7zjTgRBktKMcBLVa5Qwzn3NgtadsZQ6DpuOdJUKIJFrvqXvTrMA0wzyM61ncan6fuRokE121sqbcUH7UqyWhSYj2+0P7z2IjnB19sEGkJ1Nbp6SiF9PlbKetgGhnfiIyVAKINLGjH3xfRFHPoBENq+OyBaWSRMRZySURBt/E3JLAONdaqeQZggUl3Uav/2S+kyL6v/pX/4of/vCH/PEf/zF/9Vd/xW/91m/xD//hP+TJkyef7UB+EF50kD7VxEOwjjzKvyHbvzMWAR+bpVW9tk7isEjU6KGoQM721MeHYNqiGbqN5ShgDX18+JaRNWL2hqCiq2PIIGZvMp6xzfBjI7JOWOn6e+PX3MY3bVLS8atm5IuQVRB1q6OzPtuV4VnTXTqeDAOm/WFG8EoCE5s4ksi6M44XOZBkyJAfvDV7LkNmqA7nmsyMHp1VyxodfzITYjRnhPF22ICmG9cxGuJ5vC85WebO+Lfo8Lwdo46ZdZhqZfXBS891DBK44Yp1fAbDZ0aH2ufB0Bq+F4OJYFktIOJk3U7Ga0RHYdQRxARatzoX+4IKq3+PS1LNibWzEUmr5wY28CMO563toyZ6wFqENS/AbV6k3b2hreTBMBCwzZfEbdxfE3gtsykO98ucZTucGTYKJPOcyENkXFDisDpsNAYQKz3k1Uo6pCE4JQxRS3TV/jYHR5V1Z3Hjcx+cEhOEhoEbwcc8BBHGY5u4Od6OPDxDxRxa2eyromQveM2Mo4Af2uw4neSxLwzvZ9wguOd1uxp+OY+Pfmin63fN8B6PMzoDm5/Izkr25OH7oqAuDEdet1NJ1tfJzrLO1y2L0CcUE4d8jqvjZxV651nfifH+Pj8ljec0fA9hScX4pASxUgsiK4dnlKXN6BiMY9bjS/IOyxzS1bNA7BzNtberk0Hw9xv3xA1PYTzvzdejG56SCi6PI4N9zqteakOrq1z1h7HFmEMyuDor49wWc8rGV4b7ISb225wxSBiyeehhIFircqs7bX7neCetX9XElRGrG783/qadn2UDJdHVNWZkMEoNn/KQmTOM5WJlXtzoIMIQRBbc4J4Pkv/q9208st+TzYaLBXoUQXVstbq6ziH2e6npZDde1NgSLj87cVB1CXE6uFW2LFKEYZWTWpAsm7uZh/4+BoWzg0pHo9dW8cCou6oF7ZDVNcvGg1DM8JWcwVkATIf+aPNqHMTc8eot+KyYo2XPbgia5Y1GhWVy5OF8ZT3AWwACsILzrK9pDISveg20rhoMSfusisNLXGVPb7KewxxtXdncJHHjnfU4yDBHexdXx8mjwG67gtv9Ywj2ra5+EC5iWo33tr5jGEWGsT6rDJc7ZL1v2AhjmzYxTAbhXRjdWs+6nzCMgG7opeMVi+rqmeLWI1ga5n2cX1236NgQV70SnJAlDH9nkh86vrrhPlgD9tESNEK2bFULqo1zgmN0xIfQE3HIej7dAAEAAElEQVRwzkfHa2z7MhwvjXbRcMfGsTxuXJsbxpIkbLw2zn2bduBlI3L8zGgjaLAgekjjnGhjw0qYTsPRh3bZe0c9iANuvL/IypYym2bdhnT1u4PtLeO6NWwDUjeOpOtztU3VndUv1rV1pavmsRqULVi+skGGOXBoldFZZrOda1gdX/I4JjpQy/6y92TVi8epQERtVRPg3DhQDz6Djk9m/fQ2r7nSjHNpENPEsuVgZU+Y4LPukat5ESxgOTyD8bJt3UFa3c/xHmzOAjKMn36j34/2UE0cxl+7Q6qbvd2uPw/3QnS0a0CzglrplewHi3d4GHEYvyzwIKs+CGubLIvS5LT2R2S0HAVEcM4SXSyYrSvbCmz+M9NlPcIOVqeNBbJuW1H9cA5rn8LshMH3Ge+9JBtDJROyBWJ0mMc3Z3CP2UQKK5/P5j/LjltdDus+ONp7wvji2i7ww5yY3VrwcKSVVrYeBXT1/ETN5nbIoNsOgpkyPG9WLqENyUMgKK17/so3y2rJFePfgz/IcOxxDjfbffUELBM+rQOmq/sj6+OMNnYcfMWxp6xs6uHUTPqWlc082gZehn0CyOskMIZhx5xs20RObDVCHuxBs6eExHrzuHFu7kNFIFlvHeaZONr2GzZ+oL/kq430Q2t2aisu1OVBALUe5YaZPcQxEcBaqGXfDzO4G3/HgZqNsrYPB7FX89A27aLTUDLTilB5W5E+tPFN70FhSGRbn7gf5q8wzP+B3qa1cVxTu4+re7DR/X22gIYb/KwkQyByo3XLYNnrMPAo0A1lhlRsTvPoat5ePQ/Rlc7gFHq3Pulx5O1lSK4Yjj/apiZmr64AUWcrUsdGNtpOw0w5euYjLiveDQEDzFd2qvisJCerhLVVexQTrNH1ODUKvqNl6nImxESdLHgUXUeSjTFudQ5ju1qPxypu8Gdk8CU25hAdBE4dbANkGHvsuhVLxIIhiDn0x+gcK49gOO/Rf3eb90KUjooqjn3WAq/jJ6w0yXqeYwhUrEYsWc9040xjftrlew6gw/wmDEkb4xyFJQKMI0zcmIVUuDRPjKPIGEhmeE7jGDHaGh5F/bpNsjEzjz+0VkUw33HjmCHZbJsRW5G3usb1rP68PTXqTwCaZehDG4FlcSCj3zjqDDokmDrGWt2KWPw+jeOUX/1m5QbxHVB16zlsOI80fNbpuo+6cV4Xszvs8+v77bAKDy6vrTSV8amuVb7NdqOsdaDx/U0fRLCgVpahRBu2qkFgSORan/Po4YxaYRa9dGxZ/d96HspiiacWIDLpvKHfmF/c6tNjItQ6XeRyu3wV30kR/b/9b/9b/ov/4r/gD//wD/m7f/fv8t//9/89W1tb/A//w//wGY8k6yg2440erQwr2QE6ZHhedjrGyW18DGPW7qbBrMMS+vWvKaxENrl0tE2TdfWv4cXMsCnO+iisXIJxksRqHY4ivE3z45kwvLbpmKy5bOzq2lNgnPi5/D0dz2Bt9G0ciecZpdXx35cYPp7Er69MPbL6rJJG50L1hWZ/eWIcPzd0e3m+g7O+YRtHWL9kFqNLGwNpfvF67KdGp2p9BuNgKyLEyrKjxlNbPV+x/wuqdrcHq9qM0NFIguyHtjMY2D6PGQU22Wa3cUBZO9XWxswxz4PwlYe2JHrZgMneXTqx8Xl6lFVwQ9jIEl8T3fh7G7dk41/jEJrdYMlvfNKPgpCsP3/JORte8zltiB/DJKAbwtH47cE41uF3Qt48zjjpjcba+gzzMB2YgbR213Xop5ti5Mhorq6E7JVhPwRVnhsnrAldbnPZDeK8ulUG5VqoXZ+1bjyD8R0rK2LL6NbhPGAI8mQsq2kdMLFn/7zQLsjq3HUlSI+/kwejbXhZx29cvo5NqWD41nCPxrO9PP26wWAYJ+FLITrVVQBz49ZtNJtsk6+uBY31uY2/Nlzz2JY33ntx/F6PYbYM+iXj+8Z5j+c7ttlxrhgNoXxpbF0fqxo6qm4eXu18PENtQbh0H9lwSMfWIBvnr4wO6jgi+7UDY3dq5cCOGYbPj3pu80c33kzPfW7TBTEDanx9NMJGg5xhg5cav2pzbvX+pXNftUb7b5b1ODQ+J9l4PmzMfWtTbr2yScWtv5c3x6RxPrncLU0kuzw2C5no159Z90Zzhsae9rw8pmQ2J/lL7fDSCLT+14sZELoS8Gws1JVw/IILIuM1DMHH8Zqem+fypi0yzocukSRcall2rCG7fbiOLM4y3S9di/1erZFxvB7vRB46sqhcmg9XVyebf48P2hwJdLyneWzYGx8bVixIZJPL4/pwfLn0SDdvlb3mNtpRfr5Nro8o4xdkmN/EhGnRTZdWL909l9Tsl0Fwz6LDnJ3GBzAEseTSEQT3yoKLbrwfgG21PYrz6wHosry6cUZyKZ1hNe9ttrvk3OUxb7RlV/+nG+Pz8+P85nkaVbRNElef2giwC0r0bsMhW10CsOl6j7+w/tQoAaxNBRM/RddjRPKjNLWWG9f9wT7jV/8c2/qLvyXjuKUW8Ah6+RirOSXLak7RYQwYV8at5vPBIhu/O46rDiDrakXnapbW9fi6sl8Z7ZS1YOWclUFct8XNe7g+3mr8GLLDVsGg4UiroIAZT8Pnna1g2rDSnWaiqj3azUFlA5VNx9nuwWqsvDTujgLQxvio6/uyGQjKQ1mZNK4IYD0ejWdvq0nycJiNnr9hV8I6U3l9vy/3/vU8v/6yZXA/P5uvP68rBem5yWU4Q3PpL4//l+a0l9gwL9xaZUOQ2RRwNj+/2UZlfb/F7pJ9fcPuf+kDtBY2PvXRxlEntohx5euMaQiZ5zdlkxf8Kpt3nrfpRp/ZxH8bu5Km4Vbq4BtsnKNsXu9w/8Sjedhv6FLiwNDfsmXBr9rZRiO0NhBfYmvaKLuad4bR1qmCu+y3uo120UlAhxVsMlzzGEBUTMTLmEg52pQ2VJi+kMQsR5f10goO22NqGDuGe2CB/ISTaE9rGKuzW480L7TV1c3LwwohG/WjjKsTR79JkbgOem/K8haIXK8qFhgE97F9u422uR4jqnFM2MiD8ENfHW+/tYehj2+c/HpW05XQNl7jKH+NdzSJrbKPWlvAGqFr6qHPv9jeR5HQD36+jPP02O6HeX9kM4Q27Ny1ek8u/fvSrV+dHxu+ZcYqF2zOxuLsPtlKtMvt0m3OQYNNPSYYjPdvmjd9geGtDc1EYCUOb57n+Euj72K21HBnZbRv1zarCbIbD1M3bCYZ56zRSrk89m3ERoZx7RVJHDqOn5vj2+VnuB6Xzf7xz41qNpYpMgQVTP9Y+/rP34fNc9j0f5xe/sRqAcDGAcwO2Rh0V/+vY3GDS211ZNxDbjzfsHpbbCWwrMeMsZ2u79JzZy86ZFxvjFLDvQ6r1SVj/7EfyqvzGX2wVToMl0TL8V6snxAMNsnzZzQGre3fQzDd279WITAd7qOOfXm8Gl0dZ9Qj3caxAVQvJ8MCw5i2vtHKhhPHOplE1a80mwzD/PB6fOdE9K7r+Mu//Ev+4A/+YPWac44/+IM/4M///M8/07FUMs87EpIFBhHKqxlTY7YkWEax6CDojAO72ETisi1h9dmtIkCjcaHDkn0Zlvw7RsN2w00dDMzEOjoH1pnMWBwmVeeJw7LcVZSaCq+60TnMAPC6jtoItpzPfkroVUE3IpUMoosfggfjgLhql6MF5Fdn6JQh2OAsW3GY1M0xX3exzabthmMncYzRX8uatkx0hkil17Xh6FfBgRee4qpjjQZKULFlmaqW5iHDxC1pNRKuBz/diBIKYz1FZFhyozqInW7IomRl9Y6Og9P1vQATuKMIy7peCUSOPETeBU3QqC1rsceTyTGAyqCf2SoFW8kAw5oyOz3x5DSIQGK/54egg5Ih2yRbq9VGFLxNTMMAzao96nA30+r8beCXIXOZ1Wg3Tgqqa4NrFPpGcbrKmQ6rd+gG1WQVZVwJeqObMmRSZR0ipjIs2e2HdjtE1FfPeGhPOQ1tzaLyOkwyyRaWkbNbRTmT8yv50Jbu+NUk5dQyVNNw7JdNrKvJfzR4ROjCuhWvxLxxtUbG6vCOA3UOQ//ZzGQWW0IehtwHlWGifj7za5jedMyItPtXpTS02zw4NmuTa20QeTzRHFEEW4oInfMg67I5m9PfyigbmsemAQ0vOpPjf9dZBEMrsTS2F+6ktbTRyLJPJy+gY0bhaHoNpaQG9ycF+3SF7W0Q3dhf7fUkgoZ1nvcqm8sN2QfYxYm61Vg03i0V6H1AGMtPrJeK+jxUnR7GsTwqdChJKiImmPlVsM3oXbDBUhWGTavX2UnZxrAxgBTcUBPuxSCl3YF1xtlotqBjduqYgWRGcnK2gV+VB6lFwLOEHIcMfTvLlQinY06PnV2PWznKm/do9Vw3cAo4NwQ6zZ0Zs39VIGmwVQXOoWqC7bgEUcf/pmxLdTO2Odtw0tbmxZY2P9+yV4EFXY/n49iieaj/vPm99XUkHTd34pLpqG68N7IxL278JqyyPsHReVvbMDrgq5FRbC5POIZF+KvTVaBfLeFmmI9NYFllGud1VrLNe3mVOQZr432MfGQyTm1ZsSMThjqsYxkVgJCtZM3q/ICQ0mCHmCPndMOc1rGVWruvNgxWC1yagOLzUIJitJzEXGjbgtwc7TQ+6/HRDfdqc2XbOnvGXvNDyYzVCqzhtqdg9UzHcS/kcVQfXBOxzVWdOpCwEm+zc6RgmzKJvQBY5Us7e1YZXKx602hP6SobNbsxSDb2Or8W7Rkz/i6LhZvOyShZah5z1uy7XhOiVkfXxhWG8jaWtWO+gQ4OuO0nQh7mKnFDQDlTpcE2WI2v9jzcZlKEWpHCdiVrXA6Ar1qeDnOiDGNV1lWfHSb01e+YU70W1Ou8Tg5RkZVQMX7bD8lrmw6gMAh2QzvRsb0O5xfU7K9O/Opck/qhDetQ6msIojlHGjKYegWJCXUOlbxqZyqQKz8mgY5HHM7TalrbdY423bofjjOt10jyfjVXrgKBY7tTwQ9t229klLnhgvNqpsMUcYaVCDomCdjVZ/zK3lj5EOP/5XEkHEY7a+AvOIU+q8WqsM371tg9iWaFr64hDWu3kguM+VuWlLEO9lsAYbCc1q7G8AC9ZTXrmOE9zNPjdcpli2vVr2SjPWCrKGMYM2plnVWYBxNjbF8y9vvxWciQveuxalduEB6tHaGbopAbpxLAlsTb87XXnDok2+riNJSoHMe8MNhQmysrVn1JRlvhsrXkxEHKl8YZ2fyUbAbyN/uZrv8eghNjEsoYxF4HuIe2qjaPOqs9wnRVasIOM+pXmyvsRvHTawbxtlHg0Aa6lSVuJR3GoFYGu9ZVyb3xwOs+bCfqcGJ1Acd2O676ycJQMnK4bmVYIbAeGC7P6LL6/iqpaLDPUh5zgxmSyYY5wo3zft4IDOYhQLO+fza3W59POvjPYiXEMp6uCnb/nKzESSdDSYJhnxXrP4P/Mpy4h2EVxWWbJhKGqprmX26OfyrmJecYbGxThx9ub8Ts1pTNBnNj/Fl6kmPV1+0J2gjssyN5YdqP5RbXWaA6CFZOEmg1WHVpuH3mv7QbK4PGJ2N9YZibsx0zOb9qx1HG77jBrxhLRjozkXHEMK4kcaDm37SEYay046RxDt9gbdcqfbDymg6hE29zn3NYYtHmjLNuQaCkyiND3wgb7S3DKolANwIUyYdVu7+cwKQr/8Lp+ilXee1brgM6lhw2+rj20jrom2CsvDmMm+ux0amV8hn7ilOhUr/ywzQ5KrXM/3HF59guN9veeObCIDIOq4ZU/TrRbIz/W4e0XxRFkpXYFTbW3A/9y4I5ji74IVAw+n6D0uDN9g1JSYSVmDqGmzf9WZ8TyVm/kKF4D0Ofs3J+DGP9cB4bq6fcKPCL2UayYbes2oDKOCuvAkfjOWT8oC3YWBfy4MM7Wf2uG65uveZyaBnjClcZ5rmhbwZJ67aoNpdZ6blRZ7N5LGjPKtwrts+Kju0nr9ZMME5eeSNRU8aDw2oOcpoIOvb10eZaJxs4Ha59I4sd1sEMm3Oem+UENteojmOCwDoIsjJWrA2FPPjW6FDrfPzmOvlunBOHFmDnD6tzzy6uxl3Uym2bVmUlUBWGPI5hPGHt5db92FqHY+bLYvsn8Z0T0Z89e0ZKiVu3bl16/datWzx69Oil32nblrOzs0v/A4iaIQ3GZ0qQ1TZwQJn0StUpXm1AUCdkDUziEqIMr4OYl4Wq4lxDVzV4Et7DwldIHhxnJ1Q5k7ANxlrvrMapCDlWZPVoFiQJPprRFwcD0jlotCckUM3EasJF3iZHR5Vt64Kcs202ODjgSRwhRaSrVvchuQqkJxBp+mQinVp9T3FC9hWLpiJIR6oCEU8dE1lN0G19Q0dAstLEYXmWWCedS22bE/kw1F2cgkKdPZMuMvMNC9dYPXInuOyJbkKqPQ0mdMTaDMU6247c0vVDGRSLmTdkZlKTsjmDKXiC6y2rJ2c0jwaVRbpzCnQSBg8OslPaXNOpJ2VHW3uy+uGZ9IxWnovKJMFyo85XxiG5ArFB10qqR8vIzo4kVhagGwZGMrRVQ6+ZBc2grQ31Q9Vq6NpJBbbUE3NF7odNoxxEH6yusiQuxIFTKk10rmJZNSQNBMygT9kM5CTCRD0qFZKEoIEgFb1ztOIJ4nDZapEhYVVbtE6ZrEJ0AY9HeiGrQ32DRXoTfeXwcYJqbRvipIzTiHrbfDGo1Y31mlANVts+B5xYrV7JmRgb+sqT3BiZtNrJOQwlatTjs9W2o7cNqlz25GHDjCAJ1DYq8ckm2kjAZ2fLKVXQXNlGiRrwOa9kNZ+3bJMj8UjyeK1Qsr2WoE6ZOpuw2WXofYXkikrHCaMmOys14Dplq1+yxErANFnICXrZwmXIBHpt8ARQJQiD8GEbOorCzFfMfbDVe5qI3g/GkxB0yNnOMkzk48SYrG4olu0Y1NMzsaxCrQi5tlp6quQwyHZebblwhFlTIVoh6m0H+DyI6842nunwtueCCM73RDWxxwpNm5hcZWxzD1Ucve0gkUGSfabXCZKUWiO1eVmDIRLRKCTvSGK5bsGZOJJwbLeZhVRkzSCOSGDpGqKY04AqYXDmPI4sAafCUhqyFZMezi+YAOSc1ZnTiqWGIZhV47LS9LZBcec8VYrDxGr1Outsm7w12tlmSoDPtplflSG6QBwdfe/IVJAVycPqEAmo9+QccBJWol0QCxT2wTabXRLwAWJVmbiZbWOXgLLwnlqdbdKqyrxqzDHIVsW0TpCjDs6ZCbQ4wfWCS0OZsGDLKW1jMgscabQ6zm1dQco46YjiSElAvZ2bCK02aFSWLtCoQKqHoKhjXteWnZsDPgmV2IaH3tkGaD5XiIaV8CIaqVflsswglzQapp7olZwqVITeBWKurBSLswBJCmaux2AykRfrGx0edcNGtmp7GohmczAVJoP5lCvoaJDe5pFYCRe+posTWmnoXBjKX1QmYvmeKg2CRZ/RnOldRc4mfFdxEE2zzR1IpM+O0Fst7YiN7xYgjuYcO+FKF6mj1RoMnSI+kcVDViZqm7dJdkMYUWyJeJoSXRiOV9mGvirM8h6kRJcCddcTcXSuYZr7QSDM+DbZZmyqLLY8uYJezClU5xDnbHM7VUSFmDzVIGBLDlRJbR8NFERXSQU+RRIJl5VpFLRSmq6H5Mi5oscTsqfOiTomJCupr4e+5KBPg1DWEb3VyXc52ya7mohJUE1Wi9hZDU6SY+FqsnoCCaeRqAF1JqTE7BAN+BjondClQI/QeyHqDgGHxhqfIaaG0Fnmj8kt1VCaw8aGrGvD+9xXzIMn91YzWr2Ad8QgtFLRE5gHE2qlswDmKtchm7OydNu2RF0yVRKqUdAa9m7JVbBasjox4SR72hAQXaIeRG1BqspQzzNXg9OtgAnxg1ePZttwylI0PVXb2xygE4QEY5v1Jjhl8avVUBONZgs6K2lk++FYuaKYrHCT5sA0dcOmTrbfQHQ1bRCiOgIWKOnUNnjSbI6/qIkeFsy3oi8+W73qLA1eEzvLjEeo4lAmMVsWctQJbaisLrM2JFE6CbYpntY4VSaxHzawVYJ2VN4TNNPWNUGFlJbkFFG3RUyZ3nuyYAGZlM1Woyb0bgjSWxkkcsc091aiR73VhM1pte9QyA1OMpOktlmX8+QYhuqsYDs2ONvwNptt2WJ73Gz3LUupiL4iqcdhm3Y22pHTlNZXq/15vNrmZZOYVgKjaGW2WppYrVcnBMIQeLdZN6bE0teW2ZYrfLbSVL13hJToU4XTJbVLzKtgm90B0Slt7ekkWD3dIQCRnEPFIzmy1GF5e+0gK72E1Qq4Jlt5mCpZaUWz75TomiHRyIKauc+Q8zCPmh2tQEhCHMrlKR51g7SutidQyLYBs8sZocHlTJbKkhic+U0uTmC4dz3W18d86yonFpU94yqbBdIkK8EWh6BUUEFSsPNXocZWB3mNjHtLtDmANIMoWKG9p/e2mW8W24cIZ3Z2ckLIHZrFavm6TKZnkjP9RK1WdzJ/L2PimGTbQ4lkwb+EsKwC3lVEB51ObI+dwR9aas24XqUnMOltk2PcEGhISpQJk04gKMkFstr8F5K3TdfqytqQBNRVOA0rsVw0EqsAPpG92ngvDRmIKdD62oSrDJEajSbkxFrJPtMHm+dztsB5l0GriuQ9LRZ4jS6QJqNoaAHpXiCpot78hJy9jZtJ8UGQ2NH2wTbJJeCj+ePiILrEsqroGiGEgAtWhNV7Ye49yQmZahBL+2EFhEdpaFImB2cb1A1l2LpQkX2FukDbeDpqlm5r8K9t43gn1m7GrKvkLFWhylbv2A172JgwZquwXYbFMAfNnB/EuoBKZSXYslBlq9HutSZ7S6Rb0tB6q5WfxTaFriMggh9EeR97qmSBGpdtbI2hQlMArcx2iJmm96DQ5ymBSEwmfEk2n95lq7EcOsXRDcmCOpT5SWxljzjHckjjiZVjLuZTzP2UNtR02qC5suPKsB5YPba5oYW8k7dgcq8VaKIXjwzJFTb2ic3TmcEbciS1lexusM3GNnMWdiFNEfEgafB1/ODrB6qcEedoddz3C9BMzAqaLSkkZyJCcoGAs0JAksENmguQXWX7Ao2rY7I5XSKZ2Ds6X0E2/1uzCbXZZ9pQ4XxNXwtOegv+qMmzQYTsEgn7Hc2WlNKh0EPVBYhCHP3/6HHJNkJNeHCJ6KyNebH5XjKoms8RpCNpxbnfHsrzVOShpnrnwuDTejoNqNY23or5fpPsqHJP52syjjp7llLZ5tjiyJJw0VZMhKyoBnIVqAa9zUq76lAWzmz6aY64mKmdtdVOKsagGWQ6yYTcUufEsmpAE0pDL0qVh1KcYglFSxeI3oLHISZUrGxuFwIx2J4YqQ5U0Qo3mTib0Gx7cEjy5Gx116scrcY/tqlpVkdYZkKy9tADc7+FiPl1kWBBmaS43qEE6pyptWPSCS4NArt4+lrI3pFr2z/NOQVJeFU67+hDTdZADo6UavON1ePV2f420qBqGk9t0ymmD0dEG1RbUu3JCcK4Ae8gVmsWdnO0JOA0+CzZtCsZSkx3oRk24J1Y0Dt7Wj9lTo1VVMikENiK2Kb2qRk0DUvCyW5IrsmWxOPiEJB2ghBpHUOQ0jQiyZGahKNCsiUFu2x7DiaXh2BkhUSPp6Lqs+115R0xmk7okqdXoVVvq8WTUHVie0+qhVnbNCWvyjl8Mq9YLPqrxZ/8yZ/wX//X//ULr/9f/q//d/b29r6GMyoUCoVCoVAoFAqFQqFQKBQKhcJXydnZGf+3/8f/k819KF/Gd05Ev379Ot57Hj9+fOn1x48fc/v27Zd+55/9s3/GD3/4w9Xfv/jFL/jt3/5t7t2795Wea6FQKBQKhUKhUCgUCoVCoVAoFL5ezs/P2d/ff+X73zkRva5rfud3foc/+7M/4x/9o38EWCmPP/uzP+OP/uiPXvqdpmlommb199tvvw3Ahx9++Ik3r1D4JnJ2dsa9e/e4f/9+WUlR+FZS2nDh20xpv4VvM6X9Fr7NlPZb+LZT2nDh20xpv4VvM6rK+fk5b7zxxid+7jsnogP88Ic/5J/8k3/C7/7u7/J7v/d7/Omf/imz2Yw//MM/fK3vu2GTjP39/dL5C99a9vb2SvstfKspbbjwbaa038K3mdJ+C99mSvstfNspbbjwbaa038K3lddJov5Oiuj/+B//Y54+fco//+f/nEePHvHbv/3b/Ot//a9f2Gy0UCgUCoVCoVAoFAqFQqFQKBQKhU/iOymiA/zRH/3RK8u3FAqFQqFQKBQKhUKhUCgUCoVCofA6uK/7BL6JNE3DH//xH1+qk14ofFso7bfwbae04cK3mdJ+C99mSvstfJsp7bfwbae04cK3mdJ+C78KiKrq130ShUKhUCgUCoVCoVAoFAqFQqFQKHwTKZnohUKhUCgUCoVCoVAoFAqFQqFQKLyCIqIXCoVCoVAoFAqFQqFQKBQKhUKh8AqKiF4oFAqFQqFQKBQKhUKhUCgUCoXCKygieqFQKBQKhUKhUCgUCoVCoVAoFAqvoIjohUKhUCgUCoVCoVAoFAqFQqFQKLyCIqIXCoVCoVAoFAqFQqFQKBQKhUKh8AqKiF4oFAqFQqFQKBQKhUKhUCgUCoXCKygieqFQKBQKhUKhUCgUCoVCoVAoFAqvoIjohUKhUCgUCoVCoVAoFAqFQqFQKLyCIqIXCoVCoVAoFAqFQqFQKBQKhUKh8AqKiF4oFAqFQqFQKBQKhUKhUCgUCoXCKygieqFQKBQKhUKhUCgUCoVCoVAoFAqvoIjohUKhUCgUCoVCoVAoFAqFQqFQKLyCIqIXCoVCoVAoFAqFQqFQKBQKhUKh8AqKiF4oFAqFQqFQKBQKhUKhUCgUCoXCKwhf9wl8E8k58/DhQ3Z3dxGRr/t0CoVCoVAoFAqFQqFQKBQKhUKh8CWjqpyfn/PGG2/g3KvzzYuI/hIePnzIvXv3vu7TKBQKhUKhUCgUCoVCoVAoFAqFwlfM/fv3efPNN1/5fhHRX8Lu7i5gN29vb+9rPptCoVAoFAqFQqFQKBQKhUKhUCh82ZydnXHv3r2VHvwqioj+EsYSLnt7e0VELxQKhUKhUCgUCoVCoVAoFAqF7zCfVtL7a99Y9F/+y3/JO++8w2Qy4fd///f5i7/4i1d+9t//+3/Pf/af/We88847iAh/+qd/+oWPWSgUCoVCoVAoFAqFQqFQKBQKhcKr+FpF9H/1r/4VP/zhD/njP/5j/uqv/orf+q3f4h/+w3/IkydPXvr5+XzOe++9x3/z3/w33L59+0s5ZqFQKBQKhUKhUCgUCoVCoVAoFAqvQlRVv64f//3f/33+wT/4B/x3/91/B0DOmXv37vFf/pf/Jf/Vf/VffeJ333nnHf7pP/2n/NN/+k+/tGOOnJ2dsb+/z+npaSnnUigUCoVCoVAoFAqFQqFQKBQK30FeVwf+2jLRu67jL//yL/mDP/iD9ck4xx/8wR/w53/+59+YYxYKhUKhUCgUCoVCoVAoFAqFQuFXl69tY9Fnz56RUuLWrVuXXr916xY/+tGPfqnHbNuWtm1Xf5+dnX2u3y8UCoVCoVAoFAqFQqFQKBQKhcJ3i699Y9FvAn/yJ3/C/v7+6n/37t37uk+pUCgUCoVCoVAoFAqFQqFQKBQK3wC+NhH9+vXreO95/PjxpdcfP378yk1Dv6pj/rN/9s84PT1d/e/+/fuf6/cLhUKhUCgUCoVCoVAoFAqFQqHw3eJrK+dS1zW/8zu/w5/92Z/xj/7RPwJsE9A/+7M/44/+6I9+qcdsmoamaT7XbxYKhUKhUPjVJGXl0dmSPmbGXdpl43197m8Aef6F8bP66vfG9zeP4UTY36rYbQLySV8sFAqFQqFQKBQKhcIX5msT0QF++MMf8k/+yT/hd3/3d/m93/s9/vRP/5TZbMYf/uEfAvCf/+f/OXfv3uVP/uRPANs49D/8h/+w+veDBw/4N//m37Czs8P3v//91zpmoVAoFAqFwmflbNlzeNEBa2HciXBrv6EJ/hO/2y0jy4uenBU2xPDnFfbX0cJHMT1n5fh8zkdtfOG9zb/HYyqwVTv2pzXeXf4hESHUjqrxhNrjXBHlC4VCoVAoFAqFQmGTr1VE/8f/+B/z9OlT/vk//+c8evSI3/7t3+Zf/+t/vdoY9MMPP8S5dcWZhw8f8vf//t9f/f0v/sW/4F/8i3/Bf/Kf/Cf8j//j//haxywUCt9+ukVkftaZAPWyVM8BEdi+0hCqTxa4CoVC4XkWXeLR2XL19+4k8O717Zd+djUmjTw3JlWNZ+egwfkvt4re1c/wWVVl3iWOZh0pX1bbNWfyrCceZ1KXVmL8tHZs1xVNkNdT+LFrraeBULmSIV8oFAqFwgYpJc7Ozsg5v9bnx3lUn4uSe+/Z39//lZxnVZXTRc/JvLe/n3t/vCOf4CJePh6gWclJ0ZhJSckxE2pPNfUcbNdc2aq/vAsoFArfakSfH5ELnJ2dsb+/z+npKXt7e1/36RQKv/LMzzq6xZBtKVBPAlt7n27MqCqzk5YUs4lCClv7NfXka40fFgqFbyh9ynx4NEeAae25sz+99L5m5fxoaRnlsPLc6mlgult9p5xZVWXWJWZtZNGl9eu86JR6J9y9MkUE+jbRLRKxT6/0YEWE7f2aUJcAZ6FQKBS+e6gqZ2dnxBgvve6cY29vD++/2PwXY+T09HT1dwiB/f39L3TMbwqjSH48718okQdmVuxNKw62XrS7VJXlrKed233ffHtUvZ431VTBOcEHhwv2X+8dfZdo5z2n857zpR0vq7LdBO7e3qGZFn+yUPgu8bo6cBHRX0IR0QuFr5/lRc9yZhkG092KZqv6Uo47O2npWxOEdq6WLPVCoQCPTpfMukjlHPeuTldO2eKiWzliKIiDnasT/JecUf5tp0+ZB8eLlYM7qRy39yavDCrkrMxPW2L/YiZeMw1Md0vGV6FQKBS+PeScOT09vZRhvre3R1V9Of7Lp9F1HWdnZwDs7u5+K/Z7W3SJxxsr/ja5slWxP315ckKKmYvj9oXsfDCBfLJdUU+/uv1iThc9Dx9dENvE3sTOc7JdMdn55TzrQqHw1VBE9C9AEdELha8HVeXs2QLN0GwHpjtfrZByfrQkdomqCewcfPONzUKh8OVy/2hOGzO39hp2JxWpz5wfrR26yY45Rl8XqorO56SLC3SxMO/w03YgHT8z/tsOdPnvyz9y6bviPeHmTeQLOP7LPvHx6RJVZWcSuLk7ee3vtovI8qJbrR6qJp7t/TI+FwqFQuGbRdd1nJ+fr/6+cuXKF84w/zI4Ozuj6zq89xwcHHzdp4OqbcLePhc4n1SeW3vNK8Xuvk3MTtsXXnde2DmYfCP2bzmedRzOOrSNXK8rBAGBvWuTL72EX6FQ+GopIvoXoIjohcIvl5yV0ydzAPZuTD9zlqeqct5Gji7WNYlftlQPrOzAjd2GyUYGereMzE/tu/s3psg3wCgrFApfDarKB4dzkqqVIInKYqhn7oKwe/XVGdRf+LdzJj55gi6XlwepTeH7OWQ6xe/tIc2rHc0v9Ry7jv7JU0jxuTcUf/Uq/jPaRWfLnmfnLSLCW1e3XtjU9NPYrDfvvLB77at7PoVCoVAofBLL5ZLZbAZAVVXfaK2g73tOTk5omuaXdp45Kw9OFsSh7N04W9/en1zyvZ4n9Znz4yGJYTCHqsaztV9/K+b8NibuHy2ovHDvypTzoxYd7kFJBigUvh0UEf0LUET0QuGXQ4qJn330IV3uTLh6TlyRwfTan+yzW+0iIuSsfHS8IOnaOBOBnSZwsFV/alZCTJmnF+0L2RAAorDVK16E/ZufXcwvFArfbB6dLjlf9ry5O6E9t3JRX4Vzo31P//HHkPMLYnm4cQM3nb76y99g4tEReVguDoBzVHfvIq+ReZezcv94Tp+Ue1enNOGzZ+ulPnN2uAAs4FmyvAqFQqHwVZNz5vj4GFVlMpmws7PzpR5fVXnQ9sTnZJnNhWebb91uKqafYf5bLpecn5+ztbXF9vbLN0j/vCy6xMeni5XQ7QTu7E+pwyefX+wSF8frLHNfOXYOfjnJAl8lXbS9dSovvH3N7vXzm8/vXS9Z6oXCN5Eion8BioheKHx1LOKCJ/MnzE5aYp/4/ltvs1VtvfLzqsrji0N+evgUsRVyvHv1Knd2b33p5xZT5uPTJX3KzA+t1t7dN3e5uluyBwqFbzMXbeTh8ZztKGwF96WXcIqHh+Tz87W36wPVG3cQ9912kjQlCxbEiKoSDg7wV6586vc+PJzTpcy717c/c2Y6DJuOPV2gWdk5mFA1X//y+UKhUCh8t5jP58znc0SEg4MD3Jcwp8/7Oc8Wz/j4OdH8Vh1onEe5LM2MCUXj66rKTBsm9cHq9TcnNc1rnNtsNmM+n7O/v09df76SmX3KfHS8WP39aXugjKgq54dLcrLr+CaL5qpKSjNA8X7nc51jFzPvH864udtwZWt9rzUrZ4fLVZb67tUJvvpu24qFwreFIqJ/AYqIXih8uaSc+OD8AxwOnyq2lvvsHkyoP2VX89N5z7NZSxMcbx6shfZZP+PZ4hkAEz/h1vaXL6iDGToffnDKeZeYHtQE73jr6tY30uArFAovoqr87UdnyDJxa2/C7rUJ/lOyo17ruF1H9+ABACLyucqcAPS556w9Y97PyZohd+S8RPOCrOm1jyPiEVcjUtn/XIXIJwvLo2OeNaKa0LQgD06jhStfbh4q+qJTj1I3t7i6nFLPLdsqXL+O39195e+rKr94NkNEeOfa5x9Xz4+W9G1i92oR0wuFQqHwxRnF5ul0+rmzzo+Xx5x1Z6v5MqnysO2p/YRrk+u8Oa2pXyJ8a1Y0ZrTPEDMyDbj68tx21p1xvDwevgBa3SQOv/TutMF9ynx6dHSE9579/f3XupaUlQ+P5mRVghPuHWy9Vj3ySxnYgtlg35AM7K57RowXr3zf+20QIcXRLhpZ/7tp7uD9J+/58uRsydmy53s3XhTjVZXzoyU5ailXVyh8Aygi+hegiOiFwpfDKJ4Lwtu7b3P2dImvHLtXP8XgOF9yvozsTSpubGSBa8yksw7yetiaxznPlodULnB76zYigir4rYDb+nI2BEwxc/pkQZh6DlNCVdmqA7f3X3+zvEKh8Mvl0eMLPn4253u3d9m79vnLp+SsnCx6Tuct6dEjcsq4usLfuGkCuhP2phW7TXjBqYyp4+PTH9HG2UuPHVxgp9phWk0RBO8neL+Fc1Oc++Qg44iqohrJuUO1I+eOnG0lzcanXvl9EYdIwPsdQthB5DkHVxUWx/a/y19cva+qzLvHHHdHLFNvEvzJHDerkO0pV+99n/0bv/HSjU1jsmytvUnFzb3PP6aeHS6IXebKzVLmpVAoFAqfnYuLC5bLJdPp9DOVPWlTy8cXH+M25s/9Zp+9eo8Plx1JrczJvapCn/NjXkBAKocEB8Ghy0juMpuz5xjq9gcN6uDB+QOSJirfsHQHKHCjCuxXr7Yjlsslp6enXL9+/aWboaoq94+sfKYTXks43xSF4eutBX7RXXC0PEI1EbsnqOYh8G+JAD5cwYcdBLmUHDDy/IoAgOvT66vV06pK2z0mp6UdUyomk7svFcFTVn7+9IKD7ZrrOy+/H5vl6navTgh1SQooFH7ZFBH9C1BE9ELhi3FJPN97mxyVk8cLDu5srTIQVJXFYkHf92xvbxNCQFX56ZMLbmwsfYunrWVjABIcfq9GnGwYL2Zw9DnycPYYUO7t3IU56HJd91y2HW4yGrfrLEvnaprmzmtF/hfnHfPzjoPb2yz6xKMz2wDn3Wvb34gd4guFAlwct9x/csH2Xs1bd16dCf0yVJWHp0u6OIw5QD4/Y7edsdd46rfeeqH+d58yZ4ue4/MPianlcHFIXjlfnhs732e72efW3uRTa4R+1nPV+Zw0m6GLxbpg6ufJYko9XDwFjS9/v9mHyd5nOnZKLV33lLyYMz8+oq0d/t5tVDO3d+8yufb9S58/mXc8PW+5d3XrEzcf+yRUldMnQ830m9OS0VUoFAqFT2WxWHBxccHOzg7T19yz5HBxyHl3DkDjG25v317NORcx8WjZk89a7lUV1fB6WswgXthUuhGIlqrC7ezgXzMzHCxjPZ2sN6+UIPQ7yqPZIwAm9R3OM1yrAtfql4vpqsrh4eGlOu+ni55nFy0C3Lu6RfUpQekUM+eHy9XfX0d5ElXl8fwxy/6C1D0FYBomXJlcQcTTNHdw7oslVqkqzxbPmMc5AA7HGztv4J3ZKzm3LJcPUVXq+ipVdeWFYzy7aDmZ93z/5ievbjg7XJD6zNZeTfMlJYQVCoVPp4joX4AiohcKn5/Hs8fM4ox39t7BiWM56zk5PCds5RcEjel0Sl3XzGYzzhctj89a3rq6BbOe3GcmzYTdW/u42qOaWS4foBsiT9PcwvvL9dTjcsHP3/83TLd2uXvtXWTLygSk8468tO/6/Wa1NNKMno8vHaOurxHCy8U3VeXk8Zx6Gtjeb8hZef9wRlY+d33fQqHwxTl7tqBtI49j5N3bu2w3r5fJnbPywdF89fed/QmTyhMPD0mnp/iDA8LBwQvfi/GcrnvGyfKEWVxQ1TfxvuGN7bVTNdKnzOOzJX3M6PkZen6OPGd+HWzXbI+ZR68jiIsgkwl+exuZTj+9/nq/gLOHL3/PV7B7x/77FdBePGX58U/oH3xM3VznfKeiPX8ACNd3bjPZvweA293lgdpS9HtXX71XxqeRU+bkyYJmK3xtWXCFQqFQ+GaTUuLw8JDpdMruJ5QfG7noLni6eIogXJ1eZa++rBN8dLrg/GxJc3TMbcn4HY9siNBudxd/cHDJH1JViJF0cUE+Pb10PGkaqjt3XutatE/EE9uo0+3VPGgfEjUSqusstebNSc3WKwTxi4sLfvH4hO29K+w+twr4ZYxZ0yLytZUhUc18ePRv6IZkqhtbN5iEHZrm9osr6r4CsmYeXDywUnzAmztvrmy/rjuk70/xfsJk8sal73Ux87OnF7x3Y/tTN1ifnbS0i8jetZKZXij8Migi+hegiOiFwmcn5sj7p+9zY+sG+80+MUYefvgEVbh6c/cTjdOHJwuyKneqQJ5H/F6NmwTm8zmz2QVt+wBw3Lnzd/B+bdjFoyPbzG8DqWvCjRvMZsc8OHyfG+yy4zeySlRJs4S/egMJgXB1ivjLhp/VybPjvmp53nLWMzttObhtWehjfd8iphcKv1wujlv6NhInjtMuvrTu5Eu/10Yeny0R4O1r6z6bl0v6Bw/wV6++IJ6ntGSxfMCzxTMiFVV9jYPJwSVHWvveNtvU9SZg8/Mz+m5wbnd2cTs7lxxrzcrxvGfRXa6DvrnEeFp7DrYrRIS96zfx4SVBgvYcZk/XIvwm1RR2bsPXvNnp/PjntI8+YOvW36G5eodHxz9jefoRXhx39v8e+fTUVvqcLri1O2H35rXX2qz0ZYzj9JWbW19KLfxCoVAofDc4Pj4m58zVq1c/1WZ4ePGQtluylSZccweosir+kZYLPvjpx3QCN2vPzk5Fdf0GUg1B6Zcd+jXVl9y16OzIyrtMJlS3b7/W9+JJi/YJqT1P/RGLtKB3VxE34ftb65rpXczcP7Ykgju7FeenJ9y8efOl90PzsKG36qo05y9TOM+5Z7l8wPHyiFk/R8Tx5sHfY1p9thWHX8m5aeaj849ImrizfYdJsNJ0Kc1ZLj8mhF2a5ual7/z0yQXXtmsOtj99g9ezZwtin7ly6/Vq0RcKhc9HEdG/AEVELxQ+G0/nT7noL3hn7x26ruPs7Iz5ac+NW9fY+oRsBlXlJ08uuFkHtnvFbVf4bTM6c44sFu8j4plO30FVOTo6QmNk6/SYMHtCONjH732y8fRo8ZR5ann34NeRPcvm0JzpH36M9h3pNOIPrlLd2sdNXhSlNpfnOVcxmby5MhpVlaOPZ+wcTGiGTVJVlZ89nbHTlJrphcJXyfysYznr2b7ScNzZKpPX6XPjctrn+6iq0r3/PlJV1G++aS/mDPNn9LOHHC8fctIvqarrvLF1k8ZVNpY8emKfA0CQ4OHKPuenJ/a3CNt7u9STzzgeiJgYPow3523iaJ5IKTE/OUFzBhG2ase7d6/jvIdmF7ZvfL6SLr9kzj/6d8SLZ+y+97uEepc+Lnnw0f8MwK03fpdpvc2Hh3Oq2SnXsgUgEKF6880XSup8GieP56+1H0ehUCgUvtssl0vOzs64cuUKdW0CZm4T+bxbf0gg5sTHF7ZS9db2TeqqwU0DOCV+/BDtEh+d98yrmnd/cI+dl5RMeZnM0reJ2Wn7ogA9FjofcE6Y7lS4LpG7jC4WxMNDUHB7u9R3rn3q3k+5TaTTFrcVeComPl/IFbZlgmszwTnuXV2XPss58+TJE65du0Y1BAHmZx3tvLcA/o3pL03EHUVzUFTh0fwJUl3nxtZNdutfvnC+7BNPzlqyKiLgnbA/rdhpwqVn+fDiIcu05Pr0+irBou/P6LqnVNUV6vra6rMfny5IWXnz4NNX3o3l6lyQL7TPT6FQeDVFRP8CFBG9UHg9smZ+fvJzrk+vs9/sr3Z7z/OK3esTqk9Yetb2if/px09513n8JFAfTNibVmxVjuXyAwCm03dWhkl8+D7p8YeI98z29kjbt9l+zdqFKSd+8eyvuREz+80eTK7A9tqI6R8/pn96jkhF/dYd/O7LswJGQR2gqq5RVTY+nB0ucM6xc7AOGJwueh6fLbl3sMW0LMErFL40ukXk4qRlulsx3am5fzRnWvtXbtY00sbEh4fzl27slE5OiM+eWc3ziwcwLM9dds94mC9IzQFXtu5xvblK/+DBOtPbOao7d5AhK/zi6JBuucSHwN6Nl2dzvZQvUM/8bN7ywQcfoTnjQmDv+k3efI0NwL4JqCpnP/mf0UbZu/e7VrM0Zx49+AsWqeXq7d8mpSlHs47v39xBU6L/yK41XL36merHdovI+dGSvRvTT5ybCoVCofDd5Pj4GL3o2Z3uXkoQl8bjdmylV5967l/cJ0jg3q6VGusfPITYgwg5Ck+bPS6C4971bXY+pSQHwMXxktiZXRFqf8lfeBU5ZeZnHbHPJpxvlE2JR0f0jw6ResdWaqkSrjTIK/YTSbOePOs59fDT2cdc6Jw7V9/l7+5sv9ROefLkKXnhaJoJ092ayfZXX5c757gSzW2jzoBU1/l4qPF+b/ce4TU3XP+inC56jmbdqo2oKtXxIddCtr29ROhj5qLtmXfJ6tKLINMpHFxl0gR8OOeiv+Du7l2aYRV11x3Rdc/Y2noH5+rVbz09bz+1TvpItzRbZv/GlPA5948pFAovp4joX4AiohcKn84iLrh/fp/vX/k+i/mC2WzGtWvXOHm04Mqty0vnc1Y+PJqv9KGYlfsPz/i967tM37DSC8s+cTq/4PD0Ps3kzdUGMFW/5PqHf0W48ybhrd+4dA4XFxcsFgv29/dX2SQAfbtkcX5Oiv36w6o8aZ+RNHHXbbNVJaq6hv27VuYAyIsF7fsPyYtE895bhCuvzlrsumf0/dmq3t3yomdxYZuObvLhoS2TfOva56/vWygUhpInj+fUE8/OgfXN95/NuLJVrTYifhUfHM5QhXeub7/wXv/gAZx9RHXjmpU62X+LLp3z4fFfo2Gfe3IXdzaUjXLOMqE3SqKoKqePH5FzYufgKvX0y+vr6bxD27Ra+T1uibzeGnmNAMllTmeHPD5rafauUE23qLxw98o3e5PNeHbG2f3/lem7P2C6dddezImnD/4Xzr3nxrXf5KOjnnevb682HbWa9WdIXVHdfbHk1qs4eTynmvhSK71QKBR+BUinLamNPD0+ZH93j63ru6t9kTZZxiUfzz4muMAb7irpqW1QiYjVJfeBxbMF72vizrUtDqpPFnSXs57FeWer0Q6aLxy8TWnYwHMQ1PeuT4nHx6TjY9zuLlLtol3GNR7/3Pz25HzJ+TJyJcKed/irDe/P7vPhIvL3r73D/nAt7bxnfmbnrFVLqMJr1Yr/PLTdM1K8WP0t4ofymY7j5TEn7QmNb3hj541POMqXx9Gs43RhfuNu49k7enxpNWC4cQO39cn2XbqYkY6PaLvI0/MWVeXJ7ClXth2//v3fwu/uoqosFu/j/RZNcwuwLPf3D2f84Nbu69syT+aEyq3s4UKh8MUpIvoXoIjohcInc7I84aQ94e29t3n69ClbW1vs7Oxw+PCCKze2Vruyn857DmftapM474SYMj/56RHfv7lDtTHxt+1TUpoxbe6hKeHqmu7f/TnLLnL01t9HRfAil5YdgpVmuf/znxJj5Mr+PgJUzYTJ7h6hejFz4qK74MH5A+7INVLXwckDSB3sv8He7Xv4ENAYWf7kF5Br6jdvv2CMbmL17h7h/YTK3+bkyfyFIMKyT3xwOOfta1srAahQKLw+50dLYpe4cmtr1f9/+uSC2/sTdj5hA9HjWcfTC9uw+IW+157T/vX/ahnNb/89cI6U5nxw9P8j9oG7iwOCq/B7e4Rr1156/LNnT+iXLVdu38aHL56ppUlJx8vV326nemmZqVeR20g670GVxfkZXVoSru9zkuqV6F4Hxxv7v/xNwD4NzZn5T/430hVl+/rfwY97WcwOuf/03xH37qLpDnvT6tJKgtx19B99hHhP9dZbr3Vd4/L054OehUKhUPjmMGsHMTIry7POMn65vO3HOOSrgq8ck70asnI9QlM52iqx6Jdcv379pfNDn3run98nzFtudzbvyHRKdevWcFwlHS55HCPz3cD3tz55/pydtnSLSLNVsbX36fWuPw+bG3vu35iSz8+IT58Sbt9GwoQ0lKZ5GmDeZ27sNuxPq9X1xKcL3DQQt5S/fPYLWEz4jckN6unlzbjPz89R1S+kh/T9KX1/vPGKPby6vk4IlwX6hxcPaVPLleYKB5MXN3T/sslZef9whgLXtmt2c0ccgif1vXurVYbDhyFHcN7+9xm4f3TOz9//a3Y74d2rN9iuPXlHiJOWra33cC7Qp8yPH5/zd+/svbZ91i4iF0fLF/zOQqHw+Sgi+hegiOiFwqt5NCyru95c59mzZ9y8eRPnHEcPZ+zdmBAqz8enCxZdekHsaPvE+397yLvXPSzNMBPnWCwfEMIOVXUFnCc9/pD08H3C938Tt2V9UKqKfOMWH53YLuxXXUdezvA+sHvdagAfHh6ytbXF1vYWi7jgvDunTS2CrDbo22/22a12+cXZL7i1dYud2pbP6bOfcfb0CXn3LnhPNZkyrRq6+w+Rapfq5gF+79Vieowz2vYR3k+ZHe2xd/3FkgG/eGa10j9t1/tCoWC0857ZScfO1YZ6st534G8fn/POte1PDEp9eDinqRy39p7L0pkdomePaT8+ovnN30PqGtXM/cP/hcXRGXfcPSaTnU/Mbr44PqKdzdi7foPqs9Y6fw7NSjwy4Vyc4A+aL03gzovI7ONDlvMZO3euM722RxsTj06Xl0SIKjhu7jZU/ut3wvqPP2a++Ijq9k22tt62F1VJz/6WD9ojLvybXJ/e4I0rl0t5ad/T3b9vNe3v3fvU34l94vTJgv2bZUl0oVAofJN4cLLg4qzFdcqN3QbnLZvbf8oc1Z62zD6egSjPHJzNzqn3Gw7293nz4HISTtbM+6fvo0+ecddfJxxcIVy9eul46byjn/e8PxVuTmuufkL2+bjJ+S+r/AmsN/sE2LnaoM+ekBdLjq7eZtb23EjCVvCE61PkuRJv8bzj7P45HDScNTP+dvGU//PtH1D5y+f+SUJ6zi1t+wzV/oX3RkLYo66vvvL9mCP3z+8DXNqU86tk2Sc+Ol7gBN6+0pDf/3fkiwvc1pTq+ivOVRy4AJogpxff370D9Sdnqh8vj/mbJx9zo7nLlX7BXr9gsbxPtX2N7bf+I1JW/ubjM37jzt5qs/vX4fjR7Jfa7gqF7ypFRP8CFBG9UHg575++z5XmClOZcnp6ys2bttP40ccz9q5N6IGPjufcuTJ9ITv04uFTHv6Hh7z93h5+3zI7c+6YzX/O9ta7OGfCcvu//Tl+d5fw7m9e+n7uOvoHD1icn9GLcHpwG2m2TKR3c07aEwCWiyXtrOWN22+w2+xSu/rSRqAn7QnnnZVmeDx/jBfPtek13th5g0oCHP3czmN6h9mJZU7o+RnTXggHb+D3J/idV2eWxDhj2T5kcbzH3rVrqw1HR56cL5m36aVlJQqFwpqTx/OX1g7920fnfO/GNuEVznTKyo8fn/PW1S22N8ehnODZT0i5Js6hee89ABbLx/z8x/8Tt5tfZ//mPcLBq7Of5menLM7P2L5ywGT79epXvorc2YZfAOHaiw7ul83p/Ud0J3N2r16jubWLbGQttTHx9Lwlpssm4XP7nK32Om0qx83dyWdy8j4L6eKC5f2fk+56dnZ+gBvroC5POX/2Y/6WbbbDTX7j9vUXvpvblv7BA1zTUN29+6m/dfJ4TrMVmL5iL4xCoVAofPUs+8SDkwXL05ZrTc3uXv3ysluqcPoR5LVwq1mJhz1u4vA3rsPWVQ4PD6mrhrRwdDFxnBLVNLDTBObLD2mfPOat6RtM7t1D6hfH//7pnJMKjivHr229Ori9uOhYnPfsHKyD/V8HZ88WPDtvSQ1cO37E3u0bhGvX7N48WyBeCNemxD5xfrhExGqs58MFbqeGqefPHv2I39y/wRvbN1bHzbnn8PBn5JzY3b3suzhXU9fXV/W9Pwvn3TnPFs8IEnhz981fyuq40/MZTx99SOPh3n5Nni/onx4S3v17+INXC/2vxdlD6C2gQbMLOzdf+jFV5WcnPyPoPilNmVSea3JI+/B9JpO7VHfv8jfPFvz6rd3PlNhwPiRjlA3UC4XPTxHRvwBFRC8UXuSnxz/lzd03yV1msVhwbShvcPxoxs7VCY8uTAy6d/VyFF67jsXPfsH9Q+EH//Gvr15PacH84gO23HtI41GN9P/2/0P9/d/AXX2x/t1KvNo/oMqZ5bMnfHzxMSc7VyFc4bfu3lkZG6rK06dP2d3d/dSNR58tntHFjkwm5gjAnmu4ujiBvTdgsk+KkdMnj+nu38dV2+zdfpv6YAs3fbWx3LaPOXp8xJWD95g+l3m+6BIfHM343o2db0TmZ6HwTWLMPt+/OX1heerPnl5w98r0lRno44a+v3Zz57JDdvYxtOekcIM0m1G/+SaqiYc/+X9xcbbgez/4PxE+oe5nO59xcXzEdHePrb3X38zyZaRZT573SOUJV375q1KOP34I54mdg2v47Qq39dkzl5a9ie5Z10vrFb7U+uuqyvJHPyLeTkx23lpt5IwqPPkb/jYqj5cV/8fv/fpLv58XC/oHDwg3b+I/xZabnVjt0lJbtFAoFH75fHy64PTZglvbDTsHE6rmuTl+eQqzZ+u/9+9BMOE2XXTkeSTcGOae+RFPH7zP3s4WTV3ZnHHwNvOZ8uj4CQ9+9m+5euVt9t99jzcPXswczl0iHS15uhuQINxpXi4Q952J0ZPtr65sy+vy5HzJ2SJydVrBRWS6U1H1F6SjI+r33rNVv6ct8wfn+GnFlXcv2zHprEX7jFxx/Pnjv6bKF/zmwVuIgEjNZHKbi4v5Fy7tAvBk/oRZP2On2uHG1o1P/8Ln5eIJtJY09eQictYm9rYm3HzjbVQc3fvv45qGcPs2+fwczRnxVqpFvAPvkar6fPbM2F5VzZd8SYb6k/kTlnHJjcldHpzM2ao6dsITmuMtNCZ+3ga+/2tvUn+GMi2v2p+rUCisWbaPyGmBcw2TyWXNqYjoX4AiohcKl/nJ8U94e+9t2nlLSokrV64AcPp0Qa6FZ8ueuwdTturLonL30Udo3/P+2ZT3vncVaRMoxDSj6w7Z2nkbtxXoHx+Sfv7vqX/t70Gzc2nDPFd7Zt0Jznl2rl4ja+aDsw/weILeYPnRA3Sx4OH2dXxd8caV6er7jS6ZBsfBJ2SWApy2p5y1Z9zbsxIAJ8sTjttjqtkhd+sryPXvrz7bP3vGyQfvIzvXoVN237lBs/vyjFTVzJMHP6Zudjm4cfe593RV03l3UpbfFQqqyumTxUuzz8HKsxxsV6/sLw+GUk93N8t89Es4/gXs3iYuIc/m1G/eZf74pzz44K/YfvPv88Ybv/bKc+rbJWfPntJMt9i5+vK66J/l+sY6pP5rznruFnPOnj5hd/s6Ljtc/eJGZJ+HNiYenlg2lKqyMwnc3P1iwnT7s58R9xN+Z5fJ5M76jZMPOe96/r/HC37vrTc5mF556ff7x0/IF+fU7757aUPY51lcdHSLyP6Nsgl0oVAo/DLoU+anjy6YLjN33ti5vHpT1VaHqsJk76WZvf3TOa4J+EHEVlUeP37M9evXCWM9a1XS0c/46f2/ZrcN3Pzt/5Tz454uKecV7E7CquxbOm3RmHmw5djxnmv1i8kympWTJ3N85di79vJEnbNlz9FF99LVXK/ieUVm/PPWXvOCfzXy9LzldNFzY6dhfyMgvji37Pi96xPO//pH5L3rTG8esLVXk5eRdNbhdyq0ibTtY/u9LqOnjq17b/HBYsGTiw/5O1feYL9ZC+6ft0a6qvLh+YdkzdyY3liV0vzSSD2cfLj+vRjpF8KH50KflJtTz+4QmInHx+SLCyvZ5z04h9vZQZxDc4aU0JQhRbTr1r8xPDypKsKdO68vrp9+ZBnqW9dg63K2+zIuuX9+n3u792h7z5OzOXvhPtevvIeetfz4Rx/ya3/3Xar917/fsU+cPF5w9c4WriRqFQoAdN0hMZ4BUNc3CeHlgaYion8BioheKKz58fGPeXfvXeYXc5xzq13aZ6ctz2YdbuJfyD5PJyfEZ8+o7t7lg393zPW7u2ztNfjdmr4/oe9P2Np6B4Dugw+Q8w+ofvAPoHrRGD18/z6Nm1JPpvz1k/vMt+DO7l2cOO7sT5hUHlWl/+gjlouOR7vXubY74ep2zdPzluOLOfOzM/auXqMO/oWaiCPzfs6j+SPe239v9Vqfej46/Tkc3+furf8d9WDAa4x0v/gF4c4dLh6f03ctbr9i/+bNl24uePLsKW37lBt3fn1dlmDgg8MZe5OKg+1SSqDwq0u3jJwfLbly8+WbIz08WTCpPFdf0U/uH83ZnQSubG28P2YhXfse8fAQ7TrclSsc/e3/m2dbnnfe+z8wDS93gFWV448fEKqavRsvX5L7WUgXHXnWE25sfeVlWz4Lx48eEqqa7Z0rpLMORAjXvrxNR08XPYfDKqXb+5NXCgGfRvfhh6RJIm8ntrfXQU3mR+SLJ/z5RcPVvcgPrn0PJy+2H82Z7he/wO3srDaLe+nvLCMXxy1X75QsrkKhUPgqeXK+5PBwwc264uqd7cvzzukD6C7g6nvgX7Srx2zxcH26Kk2WUuLp06ervZpGPj79iLMPfsZ7d3+Tam/bRE2UNL3N6ZmjF+Xcwd4icu36Nj8lcbep2Akvrni7OG7plpGDW5fn8sOLlrNlXAnmO5NwaU+oz4uq8visZdGva3BfmVZkVY7nHdd3mst2z8b3zp4tOHmyYO/ahJ18avP77dsslw9Q7cnnCRbC9rYgblhVlpX+WaS6Gniqyv3FM+7WntvT6yuV/3y2AJTdG2/C9JOTlBZxsdpL663dt/CfcUPOF64rRuKTJ2jfQzeHC9sEFO9h9w1wVrrn/lwJV/Z5684BzfAcc9vS37+Pv3btE8v2fRq564gPH9r5qFLduYN7nb1xZoewOIJmD3Yv2yHvn77PfrPPweSAj08XnJz9jHdu3GbSXONv/ref8d6W0rz99kvLDr0MVR1KrU5fXNVRKPwKEeM5bfuYur5GVX16vy8i+hegiOiFgk3APz7+Me9deY/lbKizNgjo3SLykwdn3Lq9/YKR2D95gvYJqfd5/OEp2+9e4eCqCVVdd0hKC6bTNwFof/xjgj/Gv/M74C+LK6rKs/sfsH/zFj89nvNw9jG/98b3mM4B1ZeWIVBVuvff57BTlldv8t6NndXrT548YWtnj2eLjKqyVQdu7182errU8f7Z+/zalV97QUS6/+Av6DXyzt3//Uqk6R8+BO8JV2/QHy6YtyfkCkJdsXf9svB2cbJksfiAK9dvvjCIPzxZEJxw8/kNEAuFXwHOj5aW2fSKjK4n50tQXtk/XiqgH/5sVZOyf/IEVOlnh8zbRxzeusMPrv7GK8/n7NlT+nbJ1Tt3PzFz+XUYa5G+LPtcs7K46OmWcVVrHMZkJ6GeeJqt8JVnEi1nF1wcPuPgjTdx4olHltEfrjTIl7jh5rjhdB3cS5fQfxr9o0dk7el2LtjZ+XVEhnNLPTz9EX+b36Dzh9zePXjlEvF0ekr/6DHN979nGWgv+0yfOX4849obO9+ogEehUCh8V/j50wvcLHHjYHK57vn8yALge29Y9vlLyMtIOu+oNlYN5Zx58uQJt27durQP0t++/79yo59y9df+oxeDwyf3oV+wdFe5eAiLg5q/Th3/8e0r7D63r1PfWumW7Ss1zeB7zLvIo1Pzj65tX84E/6o4mnW8/2yGE9jfqtlpAjc2SkamlDkbNhrduzHFe8fF6QVnRw/YrWekD/6W3e/9Fj7Yd9QFUrwGzhM2bLD+6Ry/XXFaCR/NDtmROe/uv7t6/+TkhDrO2JLl5ROcHsDWVR7PHjOPcyZ+wp2dO3xWctvSP3xoz2x8bqqwOCLsT3FNDdUW7K2PfTTrOJ531N69kDDVffghiLzWpuOfBVUlPnpEXiwRJ1Rvv/3pSQjzI5g9hb270Kwz8sdgw+3t2+aDf/xzdmrPrYO3+MmTc77XnaApU7/7zmsnOpw8njPdrVZttlD4VSHnjsXiQ3zYYdLcfu3vFRH9C1BE9MKvOpsCerfoiDGyv2/L+XJW/urfP+EHv3b1hbIK/aNHpIuEv3KVo4sWdipuDRtotu1TVCOTyR1UlfbHP6GeXODu/TY8J1Sl2HP40X1mWzc462dsb835/sF7lz9z0ZEXEe2WkC4urYPMXcfiwUPuV/vcu7XHduVBlRNVdm7dYmtri1kbeXRmxt9mjeWsmZ8c/4RfP/j1F4yUPD/k/cf/lub6r3N31wIB8fiYfH5O/dZbpPOOPO/RXcfFySEgHNy+sxLiLo5buviU6U5mOn3r0rGfnrd0KV8uRVEofIfRrBw9mrFzpXmlgX8y75h16ZX94v7RnJ0mrFdypAhPf2TZa/UW/eMnpNMT2v4pcvcWH+fED67+4KXHWl5cMDs5ZvfaNerpFy/pkdtIOmlX2efnR0tSn+1NARFhulu9dCOynJV+GWnnkbyx2WeoPdtX6i99A64x876ebrEzbK4Vj5Zoyl967fZ5F3lwvGBa+88spsejI9JsTn8wYzp9G+8n4wXA0x/xQb6J1kpyp9zbvUftX56h1/3sZ5+YjaZZOXx4wdU722U5dKFQKHyJ/PjjM3Za5dbdXXy1Mb4++wlM9l+5ISMM8+p5T3V9bROoKg8/fojuKoqyV+/h8Xz4/r/hewffp7n5agFFs9L/7EN0d8FfL7d4p77KeQB1wrvXt1dl5pwX9obffHrecrbs2ao9d/Z/OTb7ybzj2UXLla36UvLS2bLn8KKjX0aqXrm607B3fQIoi8UHMHuKi4ngrnN6mNl9+x304YdUd+/ittbzr8ZMHDYY9dtmj8WTFhE43/I8aedo9zHfu/I9wrCi9vDwkJ2dHZrGzqdPPR89+/ewPOPm5Crb40o/X1mWuH/1SjSNkf7Bg9XfUteE27eR5YmJziM7ty4JzzkrHxzNyaocbNUvrFaMx8ekw0Oqe/dwzRezY1KMzI6PSLHHec9kZ496uhbrNSUT6xWq27cu3d+XMgRxuPb9lR98vDzmvDvnrT3zEZ+cPOTw/Jx3bn2PBycLvnd1Svf++4Tr1/FDadVP4+zZgqrxZfP0wq8Eqspi8T4gq6oHn/TZ5/2pIqJ/AYqIXvhV58fHP+a9/ffo257lcrmqKZ6z8uf/9hG/85s3mFTP1T+//xFpJjTv3OL8eMFpVt66a/2n6w7JuWUyecME9B/9iOaKItffg+pydmlOib/5m5/Q3LzL9taCTM/dncv1xNPpKfHIjCpptsFt4bfrFzI9+4cP+fBozuTuG9yY1Mj8nNNHltmwu23ifnX3Lg/OO9qYubpVc7Bdf6KQTuqZf/xveTjZ4mD7Ftem10gXM/qHD2h+zWorx2cL3CTgtgMnjz9GVdm9ep1qMuH8aIm4FsIjtrbew7n/P3t/9iPZmp/1o581r5inzMg5s6qypr17d+9227Td8AMO5vxARmBZOhwhLrDhD0AgLpCFhMASAlncIGGQ74xvEMgI2RJC5hwOwjZuT9Dt7T3Urimzco55XPP0nouVGZlZGZmVVZXVvXd3fCyrd2VMK1ZEvOt9n/f7fZ5T8XDgBAzdkI3azEpgxg82vhNiDXyqi7lLq32DKGG353C3Pt0780IFutuHcRPmH4AkEbbbeM+fkqyoGAv32bGaU3/TcRQyaBxh5gvkym/e4nvuOe2QxItwEoE41s1zFQNNf7vK7sCLcIapR6esShSqN2e9AuCOR9j9HtXVNeTjtuskiImHqSXLmwaRTsP2I46GLlldZfk1Ng+jfh/hugQlF8Ooo6pnAmE7TzmMiijZEj4tdEVnMTddQAmbLYTnom9sTL1dCEH3wJ75is6YMWPGDSCE4POjEaUAljaKp9cuIaD5KdQ2p9o6nnByLUqqCkfW0aQrdNAZUKlVWCwsIiOzO9ql8fRPWFraRCqeXh9kSWY5tzyxFBFRQth2iedNXngB70k22B2GYY1QztIOAvQQbt0uoSjy5JpVyxk3bsEohMAe9Il8H3EmGWrsRvScgIKhUjsWz818ASOX2t84owDfCdFNlUCTaA17aME+i7pDRltAKi6nXXnHDNsuqi6jDRoopdIFIfakGOhk8z+2AkSYYOdVOkGECPZZzC1OPM1brRaBERARocoqK/mVi3OSKIDxISTxuT+LJCE8bCBEWlSgLS9c7P4zS5Cbu3C+OpbPyA2RJYn1ahb5pXmkCEOCFy9QKhXUuYuPfxWh5zHudc/NT9NsriqKqpHEMZ41JnDTqn9xMtEDsqUK8nBI4rqo1erVYneSQPcZ6DkopWtdJ3TYt/YnXdGe12Wr3aJSuIUbxtyZzxM2mySOg3H79uXPfQar7yFJErnvQ5j9jBnfK6JojOcdks1uTuxzhRDs9VziM5L3ya9aV+UL64+ZiP4WvCsRXQhBPAwgSs6njMBpeogmoxRvvspsxozrsjXcYjW/iogElmVRq6Vhel4Y89HnHb5xv4b2Upuj9/k2qBmMzQViO2SrYXH/blrNGIZDomhMJrOKiGP8J08w6iZStgIvBcEJIfg/3/2U++/dx4o76IrOXCad/IgwJNjfB0AplVCr58NZEicktkJCSSJIxHGlJwjfp/9il0Gpxp3FKkKA49iEUUSpUCQ8OkKWBPlqhnF5jqEXkTdU5vIazwbPpgvpAJ2ndGWZviS4U76DFMX4z55h3LuHpKqnHsj1LJIkMWq3CH2PytIKVj9AMxQSeRddr6Npp+OM5Ue0Rt7EimbGjB80rL6HEFCoXm1f9HljxMPF6dfgCxXo40Zq61FOW3X9Fy9w956g/sgmZnaD54PnU3/L/Ubqa1lZPJ/O/jZEA49Rx0PKa5TmM+9MgI3CGKuXitt6RiVbvJlFvRCC3sHe1E2Fkw6gE/8ZtWwiaW/3/iw/4mjgMpe/vjAR9XoI3ycqhyhKDl0/E/raf0En0HG1MuV8TNNusl5cn1qVnngewc4u+q2NqVVqJ0J6ZSmLMhPSZ8yYMeONEELw2cGQWiKzsFY4vRZHQdo9tvAVuMIvOwli+s0Wo6KHoRgs59NrdqfToVgsoh97Re+N9pB2Dli++yFy5rw4Eicxh9YhCQnCj6kGRbTFKjuez8PcmfsO9ujtD3CUJaSKiS0J3CBmvmC81obvlecjSRh1WiTxqbCcq1TRzfT5+3ZA1w4oZs6Hcwsh8Kwxnb0OcZRg5jVypRy6GRD1P0dVi8TmBo0wgyxJbNSyF+Y9nhXiOSG5eIikqqjz5+3PJiHoZhrYGtshwotwSjqdIEKP2wRxgCRJSEhIlsT68vq1tAshBOHBASIMkWQZbXX1Umu1l2mNPWw/PV/VnE4pM31DP9g/QIQB+q3r255A+pkMWg1EItAMg0Lt9cV3AHvQJ3CddHPAtsjKalr5f5VvujuA0WFaBCIrxEnM08FTNsubaLJGGI447B0xihYpZzTWqlmSICDc2UFdWkbJv7r4yhkFxFHyyrn3jBlfRlx3H0mSMc1lojhhr+9OblutZNCuOYefiehvwU2K6PE4IDke8IlCEqtzuceoEIgoIbbjVFRXNdT6PFotgzRbvM34HrA33qNiVDAkg8FgwPzxxMoNYp7sDHiwVMTMn5+02N95grY0h75URcSC54873H44hyJLRNGYIOiSzd5CBAH+9jbGUimd1LwUquKFMR9/+pSvPrhFK2xRMkqTRPiTCddlXnMiEQyPPQB1IdAkUOeySMrpff39fZ70fO69dwtTU3BdF9u2mZubIwpiRi2LqJkm1DNXZJTJUczIDKID7lfuTz9hwwMSBNvCZy4zR1Ev4j99ir6ygpzLpX7IbQeloCNnNYQQDI5FO0mpYOY0hNxElg0M43QSa/kR7bHP7blZRfqMHywGLQcjq5LJXy2WbnfsSXDwyxwOXDKaciq4DvZA0aGwgEgSvM8e4bp75L72IyhabaqAbg/6eJZFeXFxahjwm5DECf1nAyRdobJR/J76aXt2iDtON+fylZtZIDnDAc5oSHVldVKVfpazhQGCi7UBkqEgZ9RJ6NuraI09hk7Infk8yjXOXdTpIOKYuJxOY895Ho4OGXkxDVHmXj3P7ngXUzFZyE0PFfW3t1HK5an2LjMhfcaMGTPenCRJBfS6UJhfy59ei30LhntQvzyjBOBgsE/YcSmtzlExT8fofr9PJpPBPBYnn3ceU265VB989UphNvFj4pHPoTliy7Z5r5CbdCydhJyX5kzU0TY7nZBuMs9czSSQJJbLbx6QnSQxw+Zx5bUsUZyro6jnn6tr+fSdkHJWu5A5dRIWmsSCQs1E1RTiYMR473cJPB21fB9F0ynV0+tcnAi2OzaqLHHrpfVE4EVYPZ+i7iJ8H23lfMcvHBcnjQOomDS7NoP+gEPDoRcnLKoxWTVDPZtadA66Harz8ywUp8/bom6XeDQCQF9ZuVZAZhgnHA5c4iS1XJjL6xdsRM8Sj0ZErRba8vKrrVTOPi4KGTQaSLJMeXFx6nznTQlcB6vfI2w0KBbLmHfuXJ61IwS0H0NuHnK1ibXq7dJtdEUniixG9iGftarcW8izcJwTdGKDM+0zfBnPDgncaGJNNGPGl50kCXCcbUxzlSAxOBx46IrMWjXzRkXJMxH9LbgJET0a+gg/BiVEjPvpH1UNbWX52h+oCEOCgwOSUYQQoC0tpe1Vsyr1Ge+Aht3AUAxKeol2u83CQjoJc4OYnbbFoqpRXjg/KXE+2kJfr6FWUrG7+byPXM8wXzCJYxfPOySX20wr0J89w1xfAH8E5fN+4AMnYH//iM2lCj1pTFEvUtALJK5LuL9/6S576MeTFrXSfGYiWglxHOZnpFUUJ8SDAY+fH7Ly/j1KGY0gCBgMBtTr5/0Xh9sNvM4Qr5DDKWcJpBYfLjycfuKsNoQOLSODG7lsFDfwt7ZR6/Mo+bSaPB76iCiZhPYkcUy/cYg7FtRvLSOkPkkSkMmcToBmQvqMHySEEPQObYpzGTTj6gVKe5xWV58Nyzph4AS4YXzqQ9rbTtt9s1Wibpew3cQOdii//+dQlCyP+495UHkwuW4Gnsu42yFbKpPJFy48/5u+t0HTQQx8SusFlO9jgFPgRdgDH0WTLw1qfR3Sz20f3cy8VlWWEAIRJCRuCLHgTHf6ecFd4vQ2WUIuamz1XPLGxeDnaUTtdvpaZZk49s+NoVht4tDjqV9ivZolFDYtp8Xt0u2Jp+tZwkYa6qUtXrR/mQnpM2bMmPH6CCH4eG/AkqQyv3bmmuv0Ugu22ualjw3jkO3BFsvuPPnV892nw+EQVVXJHVszvug9p9SwqLz/4dXHc+z9HdRMDv2QezkTJ3RoOS2cXshKYYXSXJYkETxrWyxkoOQdYEVlQrnAWIUgSViv5tCvuUE8areIwhBJlijXFy+IqEII9vtuaiuZu+jrLURaKCQSMQkLFXGIc/jbyGqGzOK3JuGbURAw6rQAiXw1rWz3o5jdrkMxo02EV0hDSPtHNuV8QtzvnbMGObFLsYIxfrtPeU6jki9RCvP4FYN2EFFVPPpen1ulW4RhSL8/IDby+MfZL4nnEnY6IEApl1EKBQqmSiWrpxX1UYIbxHhhTJxclKMUWWK5nHnlprqIY4LtbeRCEW3hcj/9yz6bOI5utBtxGiJJ6B8dEuztkV9YIH/7zuV3HjchsCa/jaf9p6wV1jDVdG3tugf80UGBryyVqB9/nvF4TNRsom9uvlInmgnpM35Q8IMOcTRGMzbY6dpkdPWts+VmIvpb8DYiejw+bnWWA5JhF7lQQKu/3oA+jTSsYo94GCIpKsb9deRXCBEzZlyXrtslFjH1bJ1ms0m9Xk+99oKIw4FHJYTaynl7EffxIUpeRl9JBQev7bDvh9xdLZEkPo6zQz5/P/VAf/wY484G0mgf5u6de57DgUvgjKnqEkEuvfDPZeYI9g8Agb66OvWYrb5HEosLk4AkSRgMBqmw4sYIO0SqGJOqdBGG7D/aIrO+xuZGWkHR7/cvCOkA9mEb66BHU1Zplyz+/O2vok4TUNw+OD2C8hp74z2WckuoBy2UahXleAxJgpio66EtZCdif+A67H62w9rDDWQ9Igg65HKnE6vxcWDQyxUkM2Z8mYjDhH7Tobqcu+Bb+TJeGNMYelO/834Us9932TyxOuo8TUOmzCL+9jaxKfDaTyh/8JeQZZmn/acTwVQkCb3DAzTTpDg3f+G535RxzyMKYrKAVjWR39Lz/KY4sXpRNPlGWnd9x2bc7VCaX0C7qiX5LRCxIB75EAvGXkTb8lmtmBh5YxJ0No2w2UKSJURZIwyHZLNnPM6tNsQ+O1GFrK4yl9fZHm5TNauUzfKF54r6feLBYKrP6MwjfcaMGTNej092ByzICvOrZwR0b5iK6NXL/Zz7Xp+BP2DVraMunC8gc10X3/cpH3tN7wy2UZ8/ovzwPSTp4tisaUU0rZKGiDZsooUsB17AvVx6LUvihH7DIV/VOQoOcXxQRY278/nTOYvVBqfLMFkmQWGsQiQEsiSxVs1eEHpFktBvHAGC4lwddUrlddfyGbghAGuV7AVR/qTLVghxzhrOa/w+ceSQXf7zSFdUTY97HULPw8wXyBZLDN2Q9thjvmBOrFBOChwKBQnvYJ9WbZmu2yFnCgoZhaJepGJWUn3Di1BKBnHfw6oajKOYeS1hb7zHvfI9XNclDAIygwEiEcjZzLlNaSEEYz9iYIdIEpiaQkZXMFV5+trqGrypdYvv2Fi9LsW5+jub01zGYHcHd3+Pua99HS1/iXVn5Kde6dU7oGV4PnjOUm6JrJYlimyCoMUf7GZ5f7k02RgRUYT/fAv99i3kV1T6z4T0GV92XHcPSTLYH2VR5enWVW/CTER/C95ERD/xY5YzMlHrADmfR1uY3jb8tiSeh/dkF4SC8XADxXiztrIZMwBGwYhxMGYlv0Kn06FUKqFpGrYf0Rh5zKGQLernqkf9nR6EQ4y76QQ4cUKeH464u5lWiljW5xQKaXum9/gJxuYdpO7j1PPwDHs9h4wskOwexnyFgT9gMcrh/vFHaEtLyJl0YhB4MZ4dggS6ruDaAbmigZ5Jv/vK4iJD2yZJEiRJolKpIB9XepxWpSsoxdPK1r0/eURfUllZrhJFEZZlcefOnakDcNDucvBslydyyFfuf8BqZUqboG/BcB/qD9kb75FVsxTaNkqxOAmVEUIQtRyUkoFsngZebH+0RXUpS2GuguvukMudWk+MvJDeTEif8SXFd9PK6OrS9b6/jxtjHixerBAXQvB5Y8x7S8fX5NYjKG+QoBJsvyBZNAgP9ig++BaSorA32qOaqZLTcmkeQeBTXVq5vI32NfGsENcKyJUNpFGAUja+MAL6WUI/ZtzzyBZ1zCuE6OsybDVJkvidV22d8LxtUUSiciyMCEDJa5Px84Sw0Ujbw4savt8+txl5IqS35XlsP+LWXI6W08KPfdYKaxdeM/VJ30nzLaZUDHb2LeZW87OuwBkzZsy4gidHIwo+LN06s5YOPRjspN7Pl7A32sNUTSpuHrmgn7u2JklCo3FAuRwBEk2njbLTYvXrfwlZmX6NC8M+QdAnboaIuspumOWrlSUAXCvAHYdUFlMB5kXHRpJDYrlHQS8wnz2z6S4E9LYQyAyjBYQQ5MoGR7bPSSG1KiVodg9dVaksLk2uIVGccDT0JhXXiRBUc/ppMPoZojBm3L3YZRv1n+NZW5jzP4Z6xtbmVTijIe54RL5SxcjmaI08Rl7I5nx6HXODkP/10ROy2ZjloM/y134CQ5mSERIl6XqqoJNYAYOKTiQE8zI8fvp7rOtLeH5I/vZtMq9hp/ImRL0ecb+fWrdkXk8ITgsqDArVN/M8vwmEELS/+x0kRWHuax9ePp/oPIVsDbJVtoZbLGQXyGk5omiM73f56CjPWjXLWvX0fPtbW68ONCUV0n0nojQ/E9JnfHkQQmDbT/HFHG1b5V69cC0LyOsyE9HfgtcV0eOhjxAQW23cnoNYOJ9M/fK4eBLgbOa1t1rUiiDA/fwFIgLzK3dmYvqM1yaIA/atfe6U7jAYDDAMg0wmg+1HNEceKzmDwIvPVTIGDYu4u0/mK6m9iUgER9t9cksFSlkNy35KLnsHSVLwnz9HW11FtvahuALa6fMcDlwMVSbuHJCXJQ4He6xmlrD2Oijvf+2cn7CRVTFzGp4dMmg6qZ+yBI7j4DkudFpUK3myBQMUBW15+YIf4slGl1Y/nWj0XuzTdiIevH8Lz/PY3d2lVqshyzKVKd64zeePeHHQIbv0PuurxYuhNqEH3aew8AEdr4sf+8wPBHIud85rN+p7SLKEUkonqXGc0N7poekO+WqVIN4ln384qagZuiFDJ2S99m4npTNm3CT20CcOk2tXujxvW6xXs1PDX542x9yay6W3NT+FuftEgxHxaES8AKJpk1m4g5zN0nJaKJJCJlBwx2OKc/M3VmkUBuni1sxpZIs6Ycv5wgroZ7GHPr4dUVrIvLUdSRSGDJtHqSVO4ebC1y+jNfawvGgSthyPAhI/AkCtmpPMmPDgADmXg4KO6+6Tz5/JsjgW0t3MEjs9m835PGHisTfe4075Dpp8fiwXQuA/eYJ+69aFwNEkSSv35lZn4c8zZsyYMY2ttoU6ili7UzpdEycJtD6Fxa9OfUyURGwNt1jNr2L4x0UyZ/JT4thhb+8R9fo82ew6LadFvL3D4r0PX+mxHTZslLkMjzyf+0ZIGHYZtgNy+SWKtSJxInjcGHN7Lkfm+Ho+9Id03A6LuUVy2plCgMBJvdzNMiO/SBwlGDkVb9wmEhBmq4TxeXlFkSUWS+aV4Xa+G+EMfRRVPjdvEt4Ip/X7KIU1zMrl/vEiCBBhiIiiyf8TxyiVCnImg9Xr4rsOxfk6iSzzBzvbuGFM3lT5ifU7WF0fXQOpuY/54JIsKCDsukSNBiKM6BRUFEVheX2V7fELamYNf+hTq9VQrhkY+joktk3YaKBUKqjV6qsfcIY4iugd7FFdWb2xLJy3JRgM6T36hOyt2xSXLilOGO6DJENxmRfDF8xl5sjrecJwgOWO2BsVyeoqd+unc5Lw6Agkaao93VlmQvqMLxNJ4mPbW/T8FTRVu7Gg57PMRPS34HVE9LDtYI1dwqM9tNU18ovlV/q9nuBZYVpde8ybiuoiinA/eY6km5jvXS8de8YMgCf9J9yv3Mc+ruIuFAp44YllQo7eoX3OxiVs2kTdfcwHdycitbU/om3I3J7P47oHaFoRVS0Q7Oyg1OZQcNKdo+MgUSEEH3UsAtdG2tsmV61wmAmohnXiTpfSw1toL20IFVUF3YqQJIl8xSCKInq9HrlcbuKH6NkhnhUi4pikeUiupKEWCudS50+qKNRaBkk7FqiPWhy0R7z/tbuEYUiv16NWqzEYDACoVquTqnaA9rjB6OkLgmQRqV7m/mrpvEVFEkPzE1j8GlZo03SarFkGcjZ7bsIX2yGJE6LNp8J44EU4owBZskiSBCXbI5e7j3zs3duzA7wwficXjBkzbppRx0XRZHKli9VM0+haPgIuBGkB7PdTL8+iqaUV6NU7BAcNyBj42QGGW0RGQ52fZ+gPGQw75AOdTLFItli6kfcjEsGg5Zxb3H5ZBPQThBAMWy6yIt1IC28azjqmsrxyo0Fc0/DCmBddm1u13CS0TAhB3PMQiUDSFdSSQbC3h1IuI+V0bGebfO7UD/9ESBfFFZ63bao5nUpWu9LexX/2LO2Kyp3vpIjDhGHHvXaHxYwZM2b8sLDfd4g6Puub5fPz48bHUP8KTOkIS0TCk/4THlQeIMKEZBxMcoTSqts2th1RKKyRyWToul3cnW2WN77yykrksOWgVgwe+QEPciZSIugdOZTmM0TJEbbv0Rhn+Mrq9NyyA+sACYnl/Esip9sHq40nDLq9ELO4gKIoKJpMvmK8cj0uhGDcTa0pATRTOT9nChy8zh8TyQm5hW8hSem1L3FdombzQpWepGlImgaqmv63qoIsE/f7CM8DIeh5PdqdBpabUKjdJaspBHHC7VoWJZ9n1HFRiZAbO+gbG2n1/RSkwhzCF8iawlFeIa/IVDSVI+sICQnJlibZWjdB4rqER0fI2ewrheFppPYtPaorq19InWT0+HMc16X+ta9Nn0/ZXfAGUNtke7jNQnaBrJYlCLp0LRs/qeFHyblOzqjfJ7Es9LWLHXdnmVm7zPgyEIZDXK/NoV1npZy5MmT4bZiJ6G/BdU5eFMYMP+8h9ISsGJJ5cO/KQTlKonTHPIkRXDzlOS1HJswTuDFCnKZuvw7RcIz/ZB9tfRF94fptXjN+ONkabrGWXyOJEmzbplqtEsUJz9oWDxeL9Bv2OQ++sO2Q2B3Uudok5DMa+mwNHO5vVAiCHokIMI3FSUWgks9C/wVB7S67XoAE9DoD5no96iUT38ixZ/VZUssUhY25OT1g6KDtMBAxZl5jPBqzrErU5y5vw0vihFHHIx6NMBMLVVfQ19aQVDX1TH/RJtFAyqYCtdMdsH/Y5f5XN4njmMFgQK2WJqOHYYimaRSLRfTjSpcj6wjd8kkOHPb1Kmu3K+fFvzNCeiRitoZbrFg6Rq54TkgXYULYcdGO20hdKyAOEzQjYdhuYlRcCvm7yHL6uq1R2t45LXBxxowvCv2GTbaoY1wzYFMIwbOWxb2FizYuPTsgjJPU87H9GFFaw9/eQ16pEkgDMtIKcbuNvrGB7Y55tvMJd+r3brRNd9R1icOEcv00zyA8sWX6EmaThH7MqONSrmdRtLerSp8Ej2Yy35PW6O2OTd5QL4yBSRATD30kRSYeHqV2eqaGbT8ln3/vJSE9gNIKzZGHF8Zs1HI07DRUdDF3cXHub2+j1mqTfIsTTjY+y/VZh9CMGTNmADRHHuOmw+3bZZSzHt/tx1DeONeRepbHvcfcq9xDQiJqOmiL6TrDcXaQZR1JquI4DpVKBSd0aGx/wsbSeyiFqwPCo56HnFV5HkesmTpymDDuelSXc0iSxMAJ6NkBqyWPMByiaRV0/WKF8zgYc2Qfcad051ww9aBxhBJaFEyByM3RVgoMvRBnFACpBj1NHjhRX/JlA0WVKagKNU1Jr1V2l2i8iycsjLkP0bQiIooI9vYAsF0HqVKe0up+/sUkJAQCIRLa8QC9kGPOnKMxgKIuoVhd8tUaqpllqzFkTo4oFTKMhyGaJiN3DjDfe+9SfSPxY8KGhZzTOMgpzGkqeVWh7/XpOT1KSYm5K9Zq1yHx/XRNaRhoKyuvfsAU7EGfKAgo1d+Nze51EIlInQtiMT1YHQiHQ/pbT8nfvU/2uMvv5GaloCNLHvS2YeErPBs8Z724jq7o+EGHg75DKbdAY+Tx/lJx8pnF4zFRpzM15+UsrhUQBcmNZOjMmHHTBEGPrjXECue4W3+3doozEf0tuOrkJYmgv28hjX0KizLCGqc7tS/RdbuMgzGSJCEhocgK9Wz9QsswHHv7hDY9r5f+G4EzDJlX65imTr7yegOa92yXeOCQ+ZH7s/CrGVNp2A0yaoaCVqDT6VCv1xFC8OhozHtLBdxx2iGRLabibTTwSJwxkiomQbkiFjR2BuSW8+S0BM87IJe7Q9TrIaIIrV7HPfqUg9ImmiSxGof0XhzgagbrD26x99lz/JzGfFYm48RIa+sc+MHEV/BkeHStECEEsi6wLIu5UhFUlQRQJIkNU79yMB33POyxg7+/hWlKqGtrlKpVJCdBRAnq8YTBHY558vkOX/vmVwjDkNFoRK1Ww7IsgiBgOBwSRRFra2kVzM5ohzlzDmnrkH3XIK4Vub9aOvXliiNofZa2rUoSW8MtqoOEfKF6Xkg/DjrS6lkkVcbq+yiahJnT6O7vIuk9ynPvoxz7E+73HQqGRumaAuWMGd8rUpsLi8pC7rXE2WetMXfm8hdCR6M44UXXSVtUO08RmTr+3hGslxFShGmu4D95gnL7FqNWkx17n288+NM39n5OvFILVfNch1nYdlCKX04B/SyDpnOx8u0NmYR0zdfRjHe7CGuOPMI4mZpNIaKEqO8R7O1hvr+BpKvY9pPzQvq4AUhQWMAJInZ7DpvzeZxoTM/rcbt0cbEZ7O9fsOWCWQXXjBkzZpzQtXy6Rza3N0poZzu0+i8gUwFzemfY88Fz1gvraIpG2LRR57Igg20/wTRXUZQszWaTxeMK5M+3/4i7hduoLwm0sWUjfA/puBI7CQSgcGBIVDUV1Y3x3Wiy8dkaeYSJYOVMh2cQdAnDPqa5jKKcv8YIIdgeblMySpSUAr2jA+zyHEI7tpJxuswnDgVFgmw1fc/XZBiE9Lo7iDjAwUbJLbJeXEZvt0lcF9exScplkCQKc3No+quv22EcsmftoUgK83KFQW/A4cBlo5qjVKuiZ7LH4aM+laVljoYeAlgpZxj3PBRi5NYe5sOHl76GSATBzgg5q7KVV7iTMdBkCTdyedp8ykZhg9IbdATG4zFRu4Oka+irq6/9+BMGzQa6aZItld/4Od6ExI/ToPTjeYcEKGUDSb16biyiiN5Hf0xSLDJ3Ny3QFEKQjEOSIE4tkTqPUe98wBNnm83yJqqs4nlHPGvHPFha5nFzzPtLxcmcOnEcwsNDjLt3r3xte+gD3MiccMaMmyIIujSGIxRt8dxY/a6YiehvwWUnz7NC7K5HwZCRJAuSBG1paXK7FVh03A4AFbNCyXjzNvI4iTm0D/G9AGcUslFep/QafshJFOH+8TPUhSrGWv2Nj2PGDx6jYIQd2Czll2g2m9TrdSRJ4vPGiHv1AjLQbzhUl9MqkNgOEX5I3Dt/AQ4aNrtSzGa9MAkSPWkxDFbXaLS2MPLzrBXLRJ0Oo+GYcbnOejXL7sc7GIt5ntlN6kkObWkJRYIVU0c5I4h7VkgYxMhGTBAEVCoV3Dih4acif4xg1/VZNnTu50zkl8T0E/Fb13VMLYvV99HHTXRdRr+1gQgT4mEw8Un3XY/PvvOYD7/1VXzfx3VdqmcFbyHY2dkhSRJKpRLNuMn9ufuITo/R0ZBDs8rCco564VhEiiNoP4KFD0CS2Bvtke3alMoLF8SYtLJVRzZUBk2HfNVA1RRGnTa2vUV99UMUJX3e7Y5NvWCQm+UgzPiCcFLdfFLddV26VhrINa274klzzL16Hqm3RSLnCTsjktUssqxjGPOMP/mEoJhHNTN0dIuN4sa5CrE3fi9BjNVLfc8zhfM+q1HXRc5dDLb8suJaAe4opLJ0M6n2w1YTkSSUF5defee3eR0npG355zxAzyJigf2/H2HcWkOtZ7Gsx+eF9MEe6DnIVhFC8LxtMZc3yBiCF8MX3C3fRXmppTo8PETS9QvCjTMKEEkaMDdjxowZP4wM3ZDD/TGbq0X0zJnro9VKK6QL06uAXwxfUM/WyWpZooGPbCgIPcR1d8nl7iFJMq1Wa+KxvdV5Qn0IRq6I8P1zzyVns0imiYgiEi8g7ji0sqAFAdooQIpCsqZAhBFHao7C+ioL9fLU4/K8Q+LYIZu9PbFRAYgSwR8cPGc07vHg1ocsGxrmtII1uwPe8OLfVROMAoQOBPbp3yUJV5cQMmQytwiPjjgaO3RFDKZJrVRiozL9WF9GCMGL0QsUSWGtsIYkSbTGHo4fc2suXdul4rmHoqrkKjUGjUPylRq+YtAaedyt57EHPlIcofQOMe9f7pEO4O+NQYZnJZX3c+ZE/P3uznfZmNuglq9d69jDZpPEdpDzuUnR1pvS3d+jUKuhZ959t5iIEqLB6fdR1mWU4pvPCdydXQbdFrX33r94/EIQPf0TksIGL+wDNm8/RFEULPsFu4MM7y3X+exoxP2FwsSDPwkCgu1tjPv3X1l4pqjypIhuxoybQggxKUy8LlE0xBGQySyzWPredEnMRPS3YNrJG7YdFFnCCBNE1D/nbzz0h3Td7sUU7xsiEQkvertYA5eCkef26tXeVmcJdo4Ie2NyP3L1xW/GDwdRErEz2mGzvEmv1yOfz6PrOs9aY9aqWQxVoXdkU1lIbQtEGBMNA5L+Pvrdu2fawwJ2+y6rKwUCb4tMZgNJUvGfPKG1fgvJG7KmRFBcJtjfJ1J19qUMt4oZnu118TMRw6TPT8RZzDt3ph5r4Ea4VoBsxhPReup7imKetC227AAk+GYugxTFjK0xqqpSLBQnwaSSLGEPfTwrIGM1UU0NdXmVqOOhHb/nKIr5+A8+5sOf+Cqu5xFF0YXXDsOQfr9PHMfsODt8sPABWVXFfv6CtlLFzxs8WD6uAohDaH8+EdKPrCPkZpdadeWCkB51XSRTRclpdPYtaiupIOk7Ns29/8Py5jdR1fQi8qQ55lYth/6KqoYZM941J/ke5YXXW6hcZeNyOHDJmypFZ584VIg9QTSfoGlVYl9h+PQxRqVK+dbtSWfN22xcwxnfc02mWLtY7RANPCRNQXmLQPDXOh4hiOMYVX23gn2SCPoNm3zFxMi8/WulwaMNsuUymfzVrfZvgxfGbLVtHi4WLnQxQHr+vE8fodTWkXMKrrR9XkjvbafVgsfVkUdDlygWrFYyPBs8YyW/QlY7/50Omy2QuLC4H3VczJx2Xjz6IcHzPBzH4aaXE6VS6Z1/92fMmPH2uEHM8xcD7q4Uz2d7hS6MDqE23apxf7xP0ShS1IskfkxihyR5hygakc3eAsCyLCRJIpfL0bHb2L//+yze+QBtcfGCF3rYaCCOBZqo42OXVSwBeU8hUzLJlDJIqsreOCRnD8n0WgjPQymXUfIvbcjKMurCAl50AEBfWsYVAm80ZE0Bs1rmxfDF1GDqSxECIh8CC1QjFdMB190nSQJMc4Wk2SXxfHxDIxSCyvIysqxgRzHNIEIgyCsKC8b01zywDvBjn43CxmQjeKttUcxoUzNnojBk1G6mh4dAVXXyc3WetsasV7MkdgRhgGZ1MC5Zr50QHFqEfsR+3eRB7lTw+mT7E6pzVZYL04MzY8siardBgLZQv5BB8roIIejsvqCyvIqqvd18LYkTrIE/8a0/8yKIUZD+rxC4dkSSUTnpo5YUyBb0c44AmqGQLegTW8BXEQ+HdJ8+Jrt5l3xlSohq6xFxYZXnh7vcKtxCyem03GdE0gqr1QKfN8Zszucn60QRRfjPnqVC+pRcghNGHRc9o75RTt+MGS/jOA79oUXXDshkc2gvhUAvFM1JmPNZgqDDbmcESZZKRkMIgaIolMvlL6edS5Ik/Lt/9+/4z//5P/PixQskSeL27dv89b/+1/lbf+tvfSHDGl6Xsycvl80zaDqpR1TfQ8R91GIRpVQijEN2RjuUjNJU8TyIEiw/IqsrGKp8M1Vezojtwz3yuRx3l25d6zGx7eJ+vI35cA21/O4WtDO++DzuPZ4EiQLk83ledGzmj6uaPTskjhJyJQMhBFHTAclGNnSUchlIhSanYdExZBbzNrKsoWkV7MeP2VlaZS1jUOg/Rcw/JHj2DHVpmcejGFWVcKOEfNBDrygU9vqUP/hw6nGeVILKmQhZlimc8TwUQmD1feIwAUBWJDJFHU1XiJOE/7bfJEoE/9fyPFU9HXRTQT485z0nEIggJOu2UefmSHwdbT6DpMqEYcRnf/gJX/vTH2JZFsC5YzjBtm36oz4jacS8Mo+u62QGA4auQkvPsrpYSG1X4hA6T2DhKwC0nBbR4RH12vpFIX3op91/OY1h6zS4Lolj9p78NsubP46mp8LOZ4cj3lsq/ECMuzO+nFh9HxCvbTsGl9u42H5Ezw5YU3pEA4dEzRGULEI7g4hltERgKira0hJWYDEKRhcDv14Te+ATeNE53/OznLTlKoWbr84Jw5DhcDj1d6woCnEcX/rYTCZDNnszVVajrossS2/0WU7DHvTxbIvq8rsL8hJC8Lg5ZqOamzoJF0LgP36MunqHxArw1BcUau8jSccLyM5TKK7A8Zg68kKOBh73F/Lsjfco6sULgaOXCendQ4vKYm6qoP+DwGXfU8MwyGaz5wK43xYhBMPh8Nx33zAM8i8LXTNmzPi+EsYJnz3rc2+pcL56VQhofgqLH0x9XNNuosoqtUxaoRw2bJJKOt82jIXjpxC0223m8nnsw3329z/l/jf/MsqZa17YapEcr2m0pSVk0yTquIiixvMwZGGckK+cWrLt9RwKpko5e3qsUadDPB6fE3FFFBE2GrxwfaIkoRQ2ULM62dIdCrX5yfFtD7epZWpvtInvugckiY9pLpM0uiS+jyiXsR2LXKWKmZs+3o2jmFYQIiFxO6MTRxEHR88ZeAMWsnWM42KbJBFstW0e3F6iWHz1+n/c7WAPeghg8fZddvsuGV0hE4IUuOj+aKqF7VnClsPY8hnPmWwU002OOI7Zbe4SZSI2y5vIkkzU65GMRgCpVdr8zRQhJnFMZ2+HufWNNw48t4c+oZdee2RFIlc2kBWJuO8jjj1HwyDGl6TJfDFfMVDPzEHiKME+I75LMmRyGq4dIpLT1yrUzPPZAS+/nyBg8CcfweIC1dX1i3foPCXKzbHtdbijbRA7ITvDZ8yvvEc5q/PZ4Yh7C/lJRbpIEvzPP8e4wuseUru/bElH/wHpupzxvUMIwV7PYTDokyQCwzQpF/MsFs0L3zkhBM2RjxuezvUUSWI+Z3PQt6kUlqid2fyLoojBYACAaZrvZE74TkR0IQR/7a/9Nf7rf/2vfPjhhzx8+DD1UX70iI8//pif/umf5td//ddv4vi/r5w9ecJXKc1nCQ4tYIRsmqjVKnujPRIS1gvrk2CSoZtaTJycUU2VyesqbhjjR/HUgGtFllgpZ1570TUcWmy1d6jU8tyqXH1BO8H9+DlSxsC8++beYjO+vOyOdqln68iJjGVZVKtVDgYuWU2hkksnk71De2LjEjZs5LJK3DhCv3Vr8jxhy2FHRNyZzxy3W27SfLFDL1fg4VwFqf2YpLBBsLuHcXeTj1sWIbCiaZjxCHI646efsvr1/2vqBTwNqrORsyG6rpM7rkiwBz6hnw6yJ1YnL9Nut9PqetPkj4YWIHE3azKnn58ECCEYdz3iMGHYcSnpLlk1QMrWUatZZEPBC0Ke/O/P+Oq3vsZoNEJV1cmxvPxcW4dboMFqaZXxeIw8HiN5Ej2zjFbUWa9lIfRgsAPzD9Jz7fWwd7dZXriL8lKlezwK0k0MVSb043NBL7uP/yf11W9g5orESWpDcH9KJe+MGe+aQcvByKpk8q8vLL/KxuV+ziVsNokzFdr2FpnMOqX5RVTdwH/6FPP+fRKR8HzwnHuVe2/8HpI4od9wyJWNS6tuYiuAWKDcoE+k7/uMx2MAVFWlVCq9kdBs2zae502qgEulEtpbVF55dhqIVlm8GXuXJInpHx6QK1cx36EA+rxtMV8wKJpTcmfiGP/ZM8wHDwj7LvbgGcWNr5yKvs3PoHYXVP34mAVPWxYrlQzjsI0qqxcKJcJmE0mWzy38T65dtZUfLKF3PB7j+z6qqlI+3kz/fuB53mRTW9f1Kxc3M2bMePcIIfju0y735/MXN1/bT6B6G5SLY7Id2vS9PquFdD0ath1E3iWRAkzz1Aqs0+mQGwxRsxmeh0fcza6jzs8jwjAN2ZQk1Pk6Sv50bh6P067Ux8QsWQm5sjERAvd6DnlDnax5pnFiJ9KTFUZz89zOGuiyzKB5hNQfgEhtW7ML76NV0w2Aht0gEcm1NvPj2Mf3DxEiwTRXiI+6iCBAW15i0Oug6jrFucttTKIgYNxtp88FbHsBbb/DhysbrBROH+eFMS+6NvfredzRkMBz0xuO5woCCQxzagfRuNOif7jP3K1NXCUDisaikUPxbTTho69eHfAZthx6fojIqCxUTKJGA8uyiOKItuiwYMxRnl+9sPZ5W8LAZ9A4Ym5t47XnL84oIHAjgIl4HI59YjtAURSQJOSizqjnIUkSekZ9LcuTJE4Y9zxEkv5uivOp9jPueSSROPe6LyOEwPn8EZYEc3fvo7zcodV9jqtnaYmAjeIGsePz2eNHPLj1EK1s8NnRiIeLxUlml0gS/MePMR4+vPI89Q5tSvOZtw6gn/HDwUmOlWONmc/K1Ofn0t/Oa+K4Hf5wu0ulsEA1p7NayUz9nrquOykKrdVqN1as805E9F/5lV/h7/29v8dv/MZv8Bf+wl84d9v/+B//g5/5mZ/hl37pl/jZn/3ZNz/yLwAvn7ywaSMSC0mRCCo5jqwj1oprGIrBXs8hiBMqWZ3qFRflywiihKOhSyLSQXKplJlaTXUZrcaAI/eA2lxpMhm5ivCoQ3DQIfujD2bVqz9EDLwBQRIwn5mn1WqxsLBA1/IJYzHxmBq0HAoVE0WTiTouclEn3NnCuHcqUMV2yMgOCE2FrJz6FW4dtdCShPXVJbDa6eS2Y6PfvcvvNoaUJJkNVcPMgzsa0Tp8xOZ730I2pgtSvSObRPPI5bJkMhk8K8S1AnIl49JW+TiOabfb1Gq1cwJSP4x45nhkZJl5Xbu0/bG9O8bqORSjDrlCEX1tETmr4fohW9/5jPd/4mv0+31yuRzGJce91doiCRI2VzYJgoB+o4HSHRFU17FMiY1aDjNxUn/I49bWoT9kuPWEldWHKC9VusdWgIgS3CRtATwR+IQQHO18m2LpIflKDduP6Fg+G7W3a3+cMeO6nIiFhZr5RlUqQqQi5bTNn622xWrGJ9l9ziCUifIey7f/9ETw9J8/R9/YQFJVnvafTqqa3gR76BO4EeWFywXjxEnDnNTyzVRnj8djPM/DMIx3IgIOBgOiKEKSJCqVyhtVB8dxwqDhUJrPnKusehusXpfQ96gsXb34fht2ujaljHauwvAEEQQEOzsY9+6RRCGjnc8pLD1EOQloPvqTSQj0CXs9B12VUTSLMA5Zyp/3eQ8bDSRVPeeRHgYx9sCfBNd9WUmShF4vDbvP5/OY5vfGi/K6nN2EymQyUze4Z0wnSRLG4zFRFF247WQcfHlpKEkShULhrTboZvzg8dGzHrfKGUovByuPDlPv7+wUCwrgSf8J9yupzWhsBcSxR6R1yWZPQ52dfh9rZ4e5999n39qn1PUp3XuPYP8AohBt46JQKsKYeBiwk5XIjyIqJXOybtjvO+T0qwV0gCBJ2HYDqiQUW00QMPIdCmsbk41gIRKso09IBqnnuXnrHoGao2E3uFO6cyFP40Q4B5BlA11fJDo8RAQh2soyQlHo7u9SW11DUS/+xgLPxe73UjeYJEY20zlLJ+igGRp3qnfYdX28RLBq6oRBTMfy2Zw/v6E7HA5Pf/dJAoE/KeKTFYXiXH1i8yGE4ODTPyEajZHzVQ5HHvNIKN4YXU2obmycn19IEmerBaNuwJEG+RDm319HNg263S6FQoFOkG5EvG0H4Vl8x8Hqd6mtXN/yVghB+6iPPXYw8xq6qSKiBDFKq/zlnIqc1YjCiPGxeF6omieOLRM0TaNQuH5XsBCCUccjiROMrDYR462+R+jHaIZKvnJxrenv7THodylt3r3YpdDbZqgoOIrGUn6JKHL4dGub98u3kfManw8c3ls8DRsVcYz/5MkrhfT23pi51fxMM5oxFc8O6fc9GpaHJAR5XPK5PKaRSe2LSvprfXfCcMhWq81SbYOiqeFHMQf9dAPwMkuqs/PVarX61l2R70RE/0t/6S/xkz/5k/z8z//81Nv/+T//5/zWb/0W/+2//bfXP+IvEGdPXsZXEbGDJEKGZQ0v8qhnltntOUhSmmBtTqmIfVMOBy5eGKPIEuvV61WCxWFCs9FjoHZZrMxTNadPWk5IHA/nj5+R/ZF7yJlZENYPOnES82L0gs3y5iScx40EnbE/CZgJvAjPDinWMsSjAGRIhm3kUnlS4SGEIGo57EiC1ZKFImd4YUlUex1qm3cgSRDtx/g9GG/eZXvkUU8kykKmvJClu7/LyG6wWL9DpjI39VidUcBoPKBULaDKOlbfw8hqqDloOk2EEOiKTkbNkFWzaIqG7/sMBoNJQOo0dlyfYRhhKgpLhkZBndL2nwg6+2OCbh+106byzQ/QSyaWG7D30SMe/vjXJkL9ZTurW/0tdE+nVq6RyWQY9XoMnjzFmN9knNGpFA1qsg3+GI47SIb+kOGzR6xsfPVcNQ2chLrGjLyY0kIG5aQdTyS0Dv4QQ7tFeWGRjuWTJIJ68YsldMz4weMkQLSy9Oa2Fc/bFhvVLOpLYVw9O8Af95Gf/m+kyjKZjQyFwsPJ7VG3C4Baq3FoHVLQCxT01+/CSOKEftMhV7q8+hwg8SISO0Sd4o/+ujiOg2VZ5PP5G7NfuYokSej3+wghyOVyZDKv/x4GTee1q62uIgpDBkcHFObqGO/oHOz3HTKacq7984TE8wgPDzHu3CFJQqzGUzL6bbS5DCTxcXbFV849pmcH9OyAuWLEOBizVjy/QA+PjtKw0dppaJo7DkgSQe4GOxe+l9i2jeM41Gq1G7VoeVc4joPjOGiadml2yg8znudNqrUgFcSLxeKlfvNCCOx+jzDwJ6JYIgS24xBHpz4EqdXeaZC0hIQ445ln5gvvNBNhxveXT1/0qZsa84sviXn+GJzeZI77MtvDbVbyK+iKjogFYcfCzx1QyJ9e68Nmk1ajwcqHHzL0h4yePmJp9SFxt5tatlxy/QibNt2yjtfzWSoZGMebpPt9h6yuvrLY7cALCBLB7ezp2N3d3yOraijHHV+yrqMuL5/bcHK3HxH6XaRMliPTIafnjtfiEiCOw9CXiBqNSRiquryMrOv4js2426G2un5uDROGIQdbz0jiGM0wyZZT60fTNAnkgK7XpW7WSfwktb0Sgtj1+LTVx3Z9/sxCiZyuY9k2wbFwXsjl0o0wIU43jI9/43EcM+51EByPEdU5ZE3DV2Tah/uU1u/QinSWFAXVGeBFHpRLl27YCyEIj2xeFBXWrATNVFHLBs1mk4WFBazA4tA+5E7pzlsHwjvDAYHnUV5YvPJ+ruviOA6Qin+BG1GtlylV8kR9DxElSKqMUjaQJIk4Thi1XSRZojQ/vRoW0k3dky4pSDeeLyu4ehnPDnHHwbnXCLwI+zik9GWLwajTYXB4QGZ9nVz5vB0o3ed0ZAnMInOZOfpWh+54zO3cCrET8jQMeG+l/FpCukgE3UObudUfrA67Ga+P74TnrXElaHgBubxO1RDYts38/PzkuxR4Ec4oSO9/8vUSl1sYRZHN8+YBi5XbqRXuSwycgI7lUzS1qXrHiZguhKBarb5RFTy8IxF9cXGR3/zN3+TrX//61Nu/+93v8lM/9VM0Go3XPuAvEmdPXjaISTybZlGQ1bK4XoYoFmzUbqbV+TKiOGGv7xInacjVdYR6q+/TGrVIiv6kUv4yhBA4//tz9I0FtPrVovuMLzdP+0+5W77LcDjEMAw03eB52+bB4uni5sTGJXEjEi9C1mOi/uBcy17YcWnLCTlTQqPJIUtUdnaovZfak9D6HK8HhyvrqJJMaIWUE4nach6r12Xcb4Ams7T+3tTjjOOEo50OSdFjMLRRNYVcOf0OByOLslRAkWRCEeLFPm7sYbs2XuBRLKSDnABqRpWsYpKv1tCM00HWixO2XR9NkkiAu1kDeVp70DjAHnrEnz9FqdepfbDK2AtofPw5d//UVyeV/Jf9/h/3HrMgp36O5XIZIQSNP/5jXLmIvlgnURXWDRuSEIppFcbQHzJ88hmrmx9eWBwkTkjshAy95NwkRoiYXusj5GSBytIK+32HgqlRyswqxWa8G5xRQOhHlObfXAC1/IihG7JSPi/qxlHMR598zvpoi8L9rxMWPPK50y4YEUVpJfHmJqNghBM6LOauXjBNw7OO7UqWrr6GJ0FMPPTR3uK9QipgjcdjMpnM983P+aT6PZvNvnbFrj30iYL4rT7zlxm1U0/xq1rW34ajoYsiSdMn2bZN1G6j37pFkvjYoxeY3ipK2UCWAxgfXQjB86M0wLRehGHY4U75fLhaeHiIdGz1N3mPHXdS2fZlQQhBp9P5vn5X34YgCBiNRkiSRLVa/aGunDtbcXpdL3nfcbAHfQAK1RraK7oP4jhObS8vWUZ6tkXse+iajq5rqLpBce5mfI9nfH/59EWfeV2jvvzS90oIaD2ChfenPq7n9UhEwlwmLaQJmzZuZodCIfVnFkLgP32KbZoUFhfRNI1Hn/8ut+Myar1+IYfiLFHXxcooHA08bpcykw3yxtBDVaSpFYxn2XJ8qppCWTsdszt7O5TqC+fWEonvEx0dnetaQlHQ6nWSICRqtxg5ffqRxUphBU1RJ0K1uriIfOZ3ZfV7xGFAqZ7OZVzXZTweM2630DSVpY3baIZBPBwSDwY4kUvHaVPQClTM8vljkCSaoYSezzM/X+KP9o+wbZsHxRy5XO61LONEkjBsNREiQZJksuUyza1n6Lk8HaXEnKSR8/pkFqpI2exkw/7l0D8RJYRdl+c5mQeqRjz0ETmFkWcxNzc38ZSvmBUqZuUVRzWdUbuFrKoXgjeDIJh0K51gmiaaYmD1fTIFDTOrEXVdEKBWDKQzWsuJhWipfrl4fhnj8ZggCF6riOFEsJcVmdJ8ev+TsPuzfwOIx2NGW8+RlxYn350J3eccEFEoLFHUi2w3dyhlc1TyNcK2y/OOxcP35s98RhH+06dXCulREDPueVQWZx1fP2yIRDDspL8RI6uSOc6F8qOYFx2HjVoWa9jHMAwKhQJe5NF0mkgvt2twnEUnBPbAR8QnQcYSmaJBzSxx1G1Qr2xO7SY9y9AJaVs+RVOdOs8XQtDtdpFlmWr19TXOdyKi67rOzs4OS0tLU28/PDzk9u3b+Me7rF9Wzp48fThkJ+ewlFvhsJ+wWsmSN763i6K9noMfJdcS0+MoYdB0GGgtNFNlvTglhOIM3mcvwNQw77y7FusZ3z+OrCPyeh4lUgjDkGKxyKOj8bkwylHXxcxpaKpM1HXRFnLpBfWMjYsIE6KRz04csZg94khaZ65xSGllOZ0QWi283X225m+xUSmy07KpJzJzq4V0MNt9wWCwy90P//zU47QCi8+ePkMxBTVlgZWluYnnnyRBvnJxQXcyQaqdqQAUQtBxO1ihhd3vYwiVObOGJMkU63VkWWHH9ZEAPxFkFJlV8+JgfeKTrHcaeE6IdmeDxITBsy02vv4e3W6X+iWT+SiJ2BntsGwsMx6PJ7uy9osXHHYc8isrDCWJ+5kxsqJDPl1UDv0hg88/Ye3hj12wukm8CL/v4SvyOZuAJPEZ9p+QuCVqq+s8a41Zr+YmSewzZtwUw7aDZrx9VfLT5ph7L9m4uOMRj57v8744hMW7xMWYXO68kOk9eTIZk54Nnr2RD/qw7aJq8mRz7jJElEzGwreh1+uhKMorq2MTkdC0mwRJcGHiKRAU9eIbLzDP4jgOtm1jmubUoOTLCIP4OOQ4i6zczNji2RbWSfXdO6h2bo094iS1yHuZeDwm7vfR19eJYw/P28cIViERqBkXQgdKF+3xnrctsobAihsXvn/B3h5KuXzOlqt7YFFdyk0Nqv2icSLeXNVp9WUhjmP6/f4bL6C+rAghJlVY181GEEIwbDZIkgQ9k7kgRL0tYRji+z5BEBD6/kSkVzRt6mudBMlfViU/4/vPZy/61HSNhZcFdEgF9LkHMGVMP9sVCxANPLxkl0xpA0UxJoGHyt27jI7HoqcHHzP/tEPpz/45pCvGpcSPiJyQT9yA94qZSU7LwAlwgpjlM5v2iUg4tA6JRZxebwU89yKWdYWMIk06KkTHYmX1Lqr+6jmPiCKiVgsRptloKCpJFHI43sdQDOpzG6hnKjQBBo0j9EyGbKmM67r0u11i18YMAoq5wrmZQJzPcKTZZNXspcUDO12boqmhE+I4Dvl8Hs0w2XJ9cpLAcNJulGw2+1rdcEkSH48RMfZgSKZY5MCBmlmm6rXJ3F5HPj5HJ2MvMBHUhR/jWAGNrMzdrEk09Bn3R2jVDPli+h1qO23cyH2lZvEy3YM9YkVF0S5+RtMsVgZNB0WTyeVSQR8J1Frm3DX6Ojk5r8NJpsh1O6VOsrpUTaZ4bJN08jfdVCbZA4nnMX78mLBWYe7lwNHOM7aFx3L1HoZi8NH2I76ydhtVNYmCmOePO9y7V0M+3uQXYYi/tY354P6lx+U7Ib4TTY5pxg82nhXi2eFxwcv57Mb22GfshdyZz9NsNokyETFpZp2u6CxkTwsNEz9OcyqOeXk2HIYx9sDl0+afkJ+bp3yck1U35snPl5GuWHMM3ZD22KeS1aZ2n4ZhSL/fJ5vNvlZhyDsR0RVFodFoMH9JgnKz2WR5eTltK/oSc/bkdZIOBWWZoRuxOZ/7vla2pGJ6zGol+0ox3ep7uJ7PKNOhnq1f2fLu77dJ+iMyX9289D4zvnzYoc3AH7CYWaTX6zE/P8/T5phbc7lJSnccJYy7HuWFLMGRjb6UI9g/QK2Ukc9ULIYthwNZMJcZsBebrAYCM0nSqpAkpv/J79Go3uHhyhLP2xZFXzC/UkCSJboHe4waWyx9+OOY6nkhvGE3cCOXaCihOArlUgkRD1FUldLC4qW/tziO6XQ6LCwsXHkOrMCi43YQIoGRT0ktohkGolThwAtY1DUaQchGxiA7ZaAedVxEd4hidfAX1hh6AZrTpf7gNrZtX7pAH/pD3MilnqnTbrepVCrouk7YaHB41EOtzGFnMiyJNoVSFTLlyeOGjz5m7f1vIr00cU+8COvIRpvPnAtyjCIL1z7EG2jMrd/i88aYh4vX9+abMeMqkkTQP7IpzqX+dm9DY+iRNZRz4Y+9wwPsWEZvPqW0tEJSkc/5okLqPS1nMiilEluDLTaKG+c9R5MkDe0Vx1YDL3lzxnG6WZivmGi6nN4mq1BeP1/JRVp1ETYd9KU3F9DDMKTX601+9xfOg90giM9OKiXqufql3WNDf8jQH54eIwIZmZXCyhv5wbuui2VZlEqlqcc3DSEE/SOHbEm/kYUlpNVu3YM98tXaRX/PG6Bj+fhRcqHrAUgr+8Zj9NVV4tjB95uY6jpx30NR+sgZE3IXbcdaI4+x7xMpDe5X7p8bZ/3nz9FWViaVhl+WoNF+v4+iKD9wQZ1RFNHv999Z/sAXhTiO6fV6kwr861rwjLsdAtelvLh0MajuHRMGPuNO6oucKRTIHHcTxnHMeDw+t45UVZVisTib03wB+Gy7T81UWViasqYcHoCehcz0Dd+TrlhJkkj8CKe3jzFXRdOKp0GHDx7Q7nSo1+t0xy3Gv/PbbPzU/+uVn33YtHmkJGxIKqVj+zU3iGmMPG7Vshzah0RJ2pkhIbGUX0KTNWIheGS5PMhl0E4sLoSg9WIL5rL4IrzwWrIks5BbQJOvdx20AotObx/R7VMxK2TVDL1Wg3yxjJBlOp02RCGlQpF8uYIyNz+xdmw5LZzQQZGUC1ZiZ3netijrkATu1I6zfhjRDEJumQax5+K6LoqiUKm83ua8PejT3HqGkc3RDGSK5hzLcYfMw4s5a2EYMhwO0w4DK8RSVYy5IkuGnnboPjugki9h1HNIiowf++yOdlkrrF1YKyZJwnA4JEnSOZ4QCYOjQ0oLS5QrlVduGJ50IBaKGjgRkq6gTimmuE5Ozpty0ikFUKlUXrlZHQYx466HkVUn1nCBG2H1fbJFHTOvIeIY59Ej7IzB/O3N8wUJnWc8iS3u1T8kEfDxiz/hw9tfQ5Ik/Chmb3vARiWb2tlx3u7uMpzRcXX9l9SqbsariaOEQcshW9AnVedn2e7Y5A2V+YLBx9sfYxZNVkurZNQznRJ2SOKEaRivLqMUr3bGeHb4CZXiPcwIoiBBViVsY4DTG4GA1ewqqqmhTDkegK7l07MD1qrT9dETi8LrrnneiYguyzI/9VM/danPk+/7/OZv/uYPlojuy5ca2X+/2Os5RIng1issZeIw/SE4mSGoyZUX4Kg7xN86JPenplttzPhyIYTg6eAp9yv3aTab1Ot19nou1bx+rpPixMYlbDmoVRORRERHR+gbp16GsR2SxAkvHBtX63M3t4pysI+xmW66HH36e3jZZW7f3qAx9IjGAfW5LLqpErgO3edPiKoma8unfodDf0jX7VLP1tFig0fffU593iRT0CkvLF35vRZCTDz1XmeSM/SH9LweSiSR97V0opwrMp/NYsUxqiRNrUr3rBDryCJjHSKvLPH8yKGUWFTvrxHH8aUD7KF1SF7PU9SL9Hq9SVVE1OnQb/YZSjpavUbG2qW+cgc0c3Kcw08/Yu3r/9eFCs3Ejei9GFG5X574owOE4YAgGGO3Q0ora+z1Pe7WZ16kM96OwI0Y9720mvYtFxRJItjqWJPvZeA6jNotSovLbH/0HdarOeLFHLnc+Ql84nlErRb6+jodt4MsyanXqNUGP12QIElQWgflohDkjgM8O7zYhhr5MNw//bdqIArLhA0H7S3e72g0IgzDcx0ykC6ku14XIQQLuYVzE843IUoiDq1DEpEgSRIlvUTZLL/Wc5yEkL5Oqv245wGk4Vo3xKjTBiEozt+8vctVQnrU7yNcF215mSgaE4Z9Mpl1op4Hw13U5SUwLo6jth+x3R0h6U3er51vgfYeP8a4e3dSNRn6Mc7Iv1E7nJuk2+2SzWbfyDP/y8KJpVIul/ue5BF8r0iS5FzL8nV/w77jYPW65Ku1d5ZN8Do4oyGeNUbV9akWT2EYMhqNJrYx162yn3GzpAK6xsLSlE1B3wKnA5VbUx/bsBtk1Awlo4QQAu+wA9WATGYltXD5/HOMBw+wHQdZltFlic9++zf4yp/7GZRX2ApFHZdDA5JBwK21tNI3SQSfN0bk8gNiEbOWX0NTzn9nTiweH+bMc/7m7Z1t5tY2kC8ROaMkouW0JqL8WbJalpp5+fW07bQ52nmGWSnjtcdossLC0iq5UhlFUvAij66XZr9ISMxl5shqV/9GnzTH5IVH1tQol8tX3nfb8ZEl2MgYRFHEYDBAlmUqlcprzXl6h/u44xG7zQHZTJ37hZjMwwdXPsY+HPAsdClnVPKKPLFcqCpFEAK5pIMisW/vYyomc+bpJrYkSZRKJRRFwRkNcUdDqitrrzxmkQj6DQdNBlOWkE1lqqAnhKB3ZJMrGpj5dzu2nHQMJUlyrdwR1wpwRkEa9H4sENpDH9+OqCxmQUo7NUck1G5vnuucSFqf85yQe/Wv0rUchuMX3FlKrZZsP6LVd1kl9YCXTZXYsoi73XMawMuMui66qd5YMcWMLw6jrksSi0v9/x83xmzUsnT9Bs1Wk/vL98mbp9eD2ApInAgpo9DQJMLkvMR8Yo0uS7BoaBiyzPPDTynk71Avns5BozDdQJIkifyczoF9QOxHmJ7KvDmPUtAnXRRn2enaCMEk7+9lTrpkXrV5+E5E9L/zd/7Ote73K7/yK9d9yi8kZ09ePl944/C0d0kYJ7zo2JSyGvXC1ROMYdslJGCodVjMLZLTpn+5YsvF/ZNnZH/8/UsnDzO+HGwNt1gvrDPoDSiVSvTcNKz27GaQMwqQZNCCBDmjImdU/GfPMO7ePfdcYcthV0oYs8/D6n149gzj/j0kSeLF4TZGu8vShz+G7Ue0Bx5VRZm0e7W3njG0j7j71T+bPlccsjvepaAXqGfrJIng2//197n7/iL1jfVrfe9OwlHftOXcjVwadgNFUij5Bkeuh5Ivs1DMc+gH3M4YGC9NauI4ofdsSCbqYcwVeNzyyds25QeL6IZ+6cL8Wf8Zt0u3UWQFy7IIw5BKpUI8GOC2ehyFMuZ8CfovWLv34aQFtuf2cB59xsqP/JkLF7LYCem9GDH//nmRzvdbCCEYNx2U8gKekM61sM6Y8TrYA584Sm6sdfNZa8yduTyyLGEP+oS+T3lhkaeffsxy4iFul8jnL7aSek+eYN6/T5iE7I/3uS1UCF3I1ycdHNNI4oRBM/WlvpYFTegSPttGralI2XL6/K+BEIJ2u30hOPTAOiCMQ3Jajvns/MWq+RNeqp6fiqKnOQryxbGv7/UZ+AMkpNSH9ZpVcidVrK9j8eLZaVVX9S2q9V/GdxzGnRa1tY0brwBrj33COJk6HkbdLiIM0RYXCYIeSeJhmsskfkT8/BHqnQdIUzZXhRB83hjicMCPLL436QgQQkwqKk/ehzNKuw5uKqD1puh0OuTzecxXiFQ/KFiWNQlM/bJb1gyHQ4IgeK3wV5Ek9A4P0EzzC+lNnlanpzZ+5cUl5CnjHKTvPTy2zSgWi9fuppnx5ny23adqaixOE9Bf4YPuRR4tpzWx6gjbDp6+R6H04JyALsky7XabWi7HZx//T+6tfx1jafnK40rciIEbcDDyeX+tOOli+F8726xVZVbzqyiScmGj0I0Tdr2AB7nTsU8kCe3dF8ytb1z63XsVdmjTdbvn/nZibwBw+OQRkUhzz6rri0iaSiQioiQiFjGGYkz84l+FEIKPXrSpmwn1+blrWyA5ccKu57Ni6BRUZSKmv26WxKjTQlZUnj7fZbjX5kcfrlF47+GVjwkbNs9yEvfzGRRJwvd9HMehUqkQdBxIQMmqjFWHjtths7x5usFxPH6Z+fzFQM0p2EMfv+OSz2so2curWAMvYtz1qCzlvqd6z0kI4nXP+7DtANI5v/R+w8HIpZXq/tY2w8invLaOnjmdgzoH36GbK7NWvsPzZotqxqVSTEXyoRMy8kKWZBkSUKsm8WBAYttoK5fb/PaObErzmanhkDO+fPhuGmRbqJqXdhw/bozJ5xz82EbzNBaqC5NrbzTy2R15xBkF5TiXbcXULmgpJ0SJoBGE7LRfoGhl6sV083PBUMmdmZsliWDYSoOAy/UsdmTTcltorsKiMo8kSyhV89xvx49idrsOtbwxNUg6CAIGg1Qbu6wo/J2I6D8sXPfkfRHo22lS7WolS0a//KLvOyFW38crjkASrOSnD45JFOP84SMy37iHYn5xqu9nXJ+Tak0t1JBlmUjSsYLoXCXeSWt+qaCBAKWoE7XboKqoZ3boop4HWZXfaR7wtfkchZ6HWqkg53I8HlnUP/09Kt/6vxFC8Lg5Zj6RqR37JI67HTrPP6H29W9Q1IscWUeESchaIa0eiIKYP/zNb/Pet96nMn9eEL7gL5geNIPRiGwmc37RJATq0tIFH/FXESUR++N9ZElGdQ12LIcfWV7gUChkFZlF46II1X0+QAstzEzMM1+hbLlE5RzL6/WpE1ghxDn/5pOKuPn5eWLLxj9q0IwzKAWZYHjE3fd/5PRzHDXxt7dY+fBbF57X67m4PZ/K3fL5v3uHKEqG4dEQN1OhmMtOTbieMeMqBs10Yn7WNuhtGHkhjh+zWDKx+j1EklCozdE73MXd2qL44QKFwsUuqGBvD7VWQ85m2d75HW5l60ilVdCvFm/HPY8oiF+rJTds2qk3piqDOwA7FXMorqQt6lcQBAH9fp/5+fmJoNV1uwz8AauFVQx3dFo1D1DemFo1/+qD9NLgy7MCfG4OzFOfTSEE+9Y+cRKT1/PXXpCfeGJXrtEaDWnLZ7/hUFnM3thCKkliuvt7lOuLrww1fF2uFNLbbUQi0Bbq+H76uRvGPAhB+Phj5OUHl7aj7vVstodb/JmN9ycWQyKK8Le2MO+fbgoN2y7Zov7Wlkg3RavVunIR8YPKSfWjrutf+Pn9NE5+p6/72bnWGLvfo7ay9k4yCG6SdH56AEhUlpavHMNPBPWTULMZN4sQgj9+3GGtlmVu/pLrbvsJVG+DMv268az/jLuVtDgntgJcd59MdRlZNs4J6L1ej7yi0jp6ipbAwvs/eulxnXhvxx2PT5OEr1RSuzlHcXjetfjRldvkz/w+bNvG89IuqlAItr2QB1mDcrmMLMskSUxnd4f59Vs3/vuwvTHbu48YHTVQSmU2b73PXPl61+XLCKOY//Nkj/dWqpRKbzaO7XkBiRBsZNLzdLKh/jr2V1Yv3TDoRxpPf+f3uL9aYOHr3zgXxHoWIQTBkc1WUeG9fHotHgwGmKY52cxNnDDtgBYJu/Ihi8UlFDfGHY+oLq++8vMJ3ZDh1ohMQSMzn0XOXD7Xsvo+SXxzxSJvwsl5V1X1lRWyURAz7LjkSqd+7SeV6uWFLPH+HuPAI7u0TCZ/Jp9l538h5u4zl6vz8e4ODxZz6Hr6HexYPlEsqJsqUc9Hq2eJ+11EnKAtXF5M0tm3mFv9YlvVzXg1o46LJEtXdpc+aYyI1AbL+TqRFU02r7t+SLtpoeU11spZ9NcYO496+wSxzMb86UbpoRfgHVevZxSJJSNdg4pEMGy7CCEo17N4iceRfYSaKCyGc0hIqHPnsw1aY4/RFVbcg8GAJEmm2vJ+X0T0zz//nJ/+6Z/myZMnN/WU3xe+TCL6CbtdB0mCterli/0T4TTJBPRos1naPO8re+Z+zh89xri/jFr+crz/GSlBHHBoHbJkLuE4Dpl8kcOBy5358xe6fsOmkNcgSI5tXBKCra1zVegiFkQ9lz8KfFYyTVaVJRLXRV5Y4HPb49bzP8S88w2UQoGnzTFzkkyuaKCbKiJJOPrO/8ZdznJn6Ss8GzxjMbc48eZ3LZen3/mUyuoKa3fSoOLE8wiPjkCApKmo9fo5YXw0GqEoygWvPyEE0dERIjj2GJYk5GwW9ZLshpcJk5C98R6mkuFwIKiLCLNSYyAp3MsaFwbf4c4I4buYYsiTUONW3uBo7HP3vXUU9eLvyQkdel6P1UIaVBdFEZ1jz0eCAH9nl55WI5FHDK0xD9/7APXYqqXV2yc+arD0lR+78LyjQwslgdxLkxjHeYGuzzE47NCRCmwuVyYe+DNmXEUcJ/SPHMoLp22jN8FJmKjV6yIQFKpzJM6Ap7/zbZa+dYtC4SHSS97e8XhMMh6jFWSa/efkavfJ567+TQdexLjnUaiY6McLJ3vgEwZnLOZOZjxnftZJ10UqGecCbCQZ8hUTxTo4rnyfn+r1alkWvu9P7FvcyOXQOqSqZKj4dvpCubkrq+bfCqsF/jj9b0WD0trE530UjOi4nSvDyF7mpDLqul6pvSM79ee8wdbefuMQ3cxcq9rsdWiPfaIkmRo2GjZbSLKEOj8/2YzUtAqEHnFjh0RbRa1np4aEDpyA3997xP9974PJnCpxXcKjBsadU3//L0rQaLPZpFqt/lBbYrzuptH3mziO6Xa7mKb52uuSYauJrCgUam8n3L0KIQSBG+HZEZIEZl5Dn9JyfV2SOKZ/dIiiaZQXrh6/TnIeXtfaZsblBFHMR592eH+zQu6yDfVxM+2MmpIfAamNS07LUdALiDjBb/WgEmCay6n11b17SLJMFEWMBgP0bpuDsM39h38aaUphysmmiSzL5CODR0nMHUMnXzZ40vkcq50wny1SfOl7J44v/IkQPE8kfmxxAXH8fHEU0j884Nb7H9xYV4PV6xL6qWiPLDEeDDFKFebm5+n6XZwwra40FIPF3OX5T9PoD8c8OejwYw/W37qjxo5i9l7qwD0p9ikUCtfqUrIHfeIoxCLHznc/Y21OJjNfp1RfmBrKKsKYYddlWNImAv6J7ejZ8yCEwG+OeXHwOVo2x/r8HZS8dsHGQcQJ8TiEKEnt5mQob5ZfeU77DZtMXn/n9i3X5aRCtlAovNJezer7RGFMuZ5qPkIIBk0HPaOijVpYvocxN3c6hxKC/e3/QXnlm6hylq3GUx4s30JR0s+3MfRQFYlaTidqOch5ncTqIWka6iXZX3GcHAfO31xH4ozvHSeaYK5iYFyx0fQnBw1kbch7c3cZDobkcjlGkkxv7FPyYhaWXz+vpDvq0rdH3F26fel97Dim4aeFlMuGTkaREYlg0HJQdYVC1SSMQ/asPTQ0FoMaCM6J6VGcsNWxWSiYUwsKwzBkPB5fENK/LyL6Rx99xDe+8Y3X9kT/N//m3/Av/+W/pNFo8OGHH/Kv//W/5pvf/Oal9/+1X/s1/vE//se8ePGCe/fu8Yu/+Iv8lb/yVya3/+2//bf51V/91XOP+ct/+S/zm7/5m9c6ni+jiA6pv9XBwGX9EmP9yf2OgzN6ZoO5zBwlY3patPPdZ2grFbR6bertM754POk/4W7pLu12m/n5Oo+bY95bOv8dDrwIbxiQkUE79mn1t7bQb52vwAibNp2CytPWNn9m7Q7h8xfEm5vsugH3nSZxf4T+4GscDV3UBIyYUxuXZ0/o+y2W732dI/uIzfLmpN191O7T3m8ijCybD1YI9/YQQiCbJtrS0tT3FQQBtm1fW9iJLSutrAeUYhG19urvsBVYaYgPBUw7pEBCt1jlVta8EDpqHVr4TkgmavF0FPHe3SV2G2OWVhanBq60nBaarFEx0+MXQtBqtahUKqiAv7XNOLtEkjRpWx537r1H7ti7vtHcQhqOWbj/4YXn7T4bUKyaaC/tIFvWY7LZTXoHBzSSLB9sfPFat2d8sQi8CKvnU1m62UClg4FLKaMh7AGSJJOvVCEKePr/+/8y/83bFEt3keXzC63UEuMJZlVgGzkGinxp9xSkvtNW30PVFTRdSRPlj8mVjSurf8OWg1oxkF66ZiaJwOp7JNHxFMlukzNctPLcRDA4m3UghGBntIPqj1mVTVBNKF+eQ/JOOOvzbhRT4Z90I6/hNK4tpp8k2l9nMQdp5b8kpZsON4U96BN6HuXF6deEN6U99okTwWLp4rGGR0dIhoFareK6u2haBVUtgNNDBA6RX0HO6yhTNgziOOH/8/RjvrX+HuVs+n2Ox2Pifh99PbUxEEnqu/r9DBptNpvUarVrt/5flzARHPoBiZi6TzVBTPm7LMGKoaN+HzYXer0esiy/0kv4+8mJdcvc3Nxrjc0iSeju71KYq9+o97kQgnHXIznjd5oeloSRUdGzKgiBa4VEQXzqUnXmi1GsmcjX3NyPgoBhq4mezVCoXr0RcFKhLIRI51ff48DUHxSGVsDz532+/sH85Z9T6MHoAGqb02+OQw6sA26VbqX/btp42X0KhQf4W9toK8uTQpl2u02h12PbGHM3u45WP62APQlklCSJYrGIpmnEdshWf4zX7VOtJjTcFsv524RGifXadFFPCMGnlss9TcIdDhEiIY4ihs0Ga1/5Gq7vTwT6SqVCEscErkPgOiRxjCQryLKMpMjIskKSxERBMO2FyFWq6GaGKAzZffI51ZW1qWOMH/scWUeTf9ez9Us90JMk4bDRoutLfHh7Yep93pRtxyeryCyc6cAdDof4vs/c3NwrLaOc0ZDQc7FFgcOPP+POvTmUTPr+ywsXg4tjO+TI8cmWTaqaOqnGnj8ufrIHfXzHRlE1SvUF7NDmYLzPhrKGEh6PgRLpmCJLuLEgjJIr7ShOiIKYYdulvJg9ly31RWE0GuF53ivPexSm76NQNSeblScBqvmkj+N7yKXSqXVXHPFs+79z687/k54V4XnPWZt/f3JN2es5lLIaRVMjHvqIWJA4HZRSCeWSLh/fCfHdiGJtZh36ZSIOE/pNh+pS9srr8B/sPqOW17lbXceyLLpBSGBkqPb6lJIB6tnN1ZfnJkJctKnU84yUHPvdPd5fu34G44EX4CUJGVlm2dQn69WTgF0v8ji0DilqRUpO9oKY3hh6uGHM7Uu80l/mSyOi/8f/+B/52Z/9WX75l3+ZH//xH+df/at/xa/92q/x+PHjtFLzJb797W/z5/7cn+Nf/It/wV/9q3+Vf//v/z2/+Iu/yHe+8x0++OADIBXRm83mOW92wzCuLcB9WUX0E3a6NpoiX+mHfDZ0VNLEpEr2ZZyPt1DnCuhLMxHui87eaI9apsa4N6Zer/N5Y8yDhYue/t19i4IioR/vHsfDIYnvn5u0Jm7E0A34yBryzbkI5ShgtLzKWMAdQ8b/P7+N8c2/iOVH9O2ArJdMbFwC1+Hwu3+A+yCtPD/73ersHeHZIZEmMSdAk0P027dfuTBstVpTx4PrEA+HRL0eCNAW6si5KYNoFKSLAZHQ9Qc8d8dU9HmqoyFNLUutlGdBPX+MnlfAcjRU0eOwNeDWB5uM7ABNylJZvOittzXYYq24ds6r+CTUzVQUvK0trNwKGk32hh5rd+5PxJjDwydofsT87fOek0IIuk8HVBZzKGf8doUQWNbnFArvcfjiBZaa5/7qu61Cm3ERN3JpOS2k4/8TnF5uBeLC36pmddKt8b3Es0I8J5xUtdwUUZyw03OYl1wUVU2rYoSg+7u/ibW+zOrKPRTl4mv6jz9GzydIi1/h6Wh7Yod04X5OumCIY4GiSEiShJnTrl1ZFLacNFDpCiu0s1h9n2jYJXG6WEJi4e49DMPAizx2Gt/hjlZGKyxCdnrlzlUkIqHjdvCitHrt7PdCekl2nHZbUS9SMkqnY6k7ALuTWr8ct9rboU3TaZJTcyzkXr0IH41Gkyr7Vy2iPSvEs0PKCzf3HQo8l2GrydwN+6Q3Rx6yJDFfuLjhGR4cIGWzqJUKtv0c01xFUYx0c0LLEkd5Ej+abECfJREJv7v7Gev522wcCznxYEBs2eir6SZQ6MfYA/9Gz9N1abfblMvlG6u87gYRwyid76tSWi30JkJ4LAT7XkB8/LWWgOUr/DRvGt/3GQ6HXzh7m5PjKhaLr+1bP8kYWF1/pf2BEIIgCHAchyRJpt5HkVRCR6BpOkhQqJlvLECJRDDuHYvwAmQ1bSV/1W/cd2ysXpdCbe6c5+9l76nf75MkCYVC4Qv1uX7ROWxa9AceX3nwijlj81NY+MqlN5+1cYn6Hj5HmMUlklYfOZNBORaVHcfB39nBqmlkew61h18DTq2XFEU5t353x2OOtpq0JIXbm1kiEbGSX+FJc8z9hcvnT48sl7tZE+2kSjEIGDQOKczN03qxRRyFCAF6JocfRciKTH1pBTOXQ1YURJKQJDFJkiDiGEmWL7UtgfT6tfvsGSubd68d3Ny0m7iRC3DOjm00GjGyXRwpw/3Fd6NL9MOIVhBx/0wHrhCCVrMJcYyhyOfmrSdzD800yRZL+K6DOxpiJUV6j5+wdKdCbW2dUTudA7+8IR71PJ4RcbecQ5UlRsMhw3aLXDZLrlzGyF7sOt4ebVM2ymm4PGkQYhwm5ErGpPvwKpxRQOBFNz7XvWlOQqN1XadUml7oeMKo4x5vTB57pYvUK111+iAFRKZBdTmdf4jA5cneb/Ng8y/zpNFnIdehVDidXz9rjVmrZjFUhcSPifsesdVAX1u91DLVHvjIikTmEs/5m0IkAhHGiCBBzqrnOkdnXB/PDnHHAZXFywVlIQS//eITHsytslioEPounz39iLVqicI4RszXODIrJGfWJtM0dEiLJJYMDV2Wca0BL57/Lu+tnslO0DJQWLr4BFOw45gjP8SUZVZNfRKwW5rPoGgyQ39I1+syb8xjjhQkXUYtp2O0H8W86DisVTNk9avHii+NiP7jP/7j/Kk/9af4pV/6JSAdONbW1vi7f/fv8vM///MX7v83/sbfwLZt/st/+S+Tv/3ET/wEX//61/nlX/5lIBXRB4MBv/7rv/5G7+MmRPRUxLIIpu1SHyNJEplMBtN89eTxdRl7IUdDj9tzuSutHIZtF1c4DNUO9yr3JtXCZ3E/20EpGOhr12sHn/G9Z+gP8SIPzdfI5/PsDgJWK5kLHQnjnoc88slunLbfTAsTHR2N2csqqNYLNo06L8KYQrXKgqERfPRbqJs/ipTL8bg5ZknRyJZ0tGMhqvHH3+Ezs8E3bv1pymZ58pzN7T0kSUcSDuHBkIWv30PJv3pXsNfrUSgUbmThHzYaJI6LUi6hKk5q0yDJqQ1CcQVkhTAR7Lk+T4c7jBOND/QizV6fsFThTqmQXjKEQPZ6VHoj/GFMlPSxeg4LP/FNZFUlGElkS+ctDoQQPB085X7lfHjiYDBAVVVypon/7Bl2YZWsOOD5GKoLKyxX082J/Z1PyEgGtfXzgqJnhwQdh1wtg3JmVzhJAhx3h3zuHlvPttCLFVbrN2uPMOM8VmDRcTuT35apmNSz9WuN70IIul4XO7Qn/34dT+s3xR76JLG40g/vTXnaHLOgeKcCOhB+/Ns8lUzuPXiApl1cHEQ7n0AUom7+CC+GL1jOL6Mr5yfn6cQprYAxcxpG9prhoWd4XQH9BM/z0rmBFON3evTxSLQhm6vfmGr3chld9/SzhlQMn8vOkVFfv6JHCMEoGDHwB+f+XtJLlI0S9LchiSG/AGaRUTCiZbdYzi9fWvV29rm73S6qqr6yWjcKYgYtl+ryzQV0nXjVVlfWUG/QduNw4JLRFCrTgof291EKBZRSibH1Ofnc/dRuqP0EKhsINKKOi1IxkI2XKuySmE9aTzDECrfmcpiaci68FCBwI5xx8D1dyPd6vXTD9i295q0ophmknR5VTaWi3XylrxCCfT8kOBZ0lwz9QjfYu2AwGBDH8cSa6fvF6/zmpjHudUiimFL94kZZEASMx+MLf9d1nUwmc6FyOwpjRh0XQYyaTe3oziJJ0sRX+k2Jwhir5wOg6vIrO1pGnRah76f+yNe4tp5YgGSz2UtD4GekPHrSw8yo3F57xdq38xTK66BOF9aadhNTNSkZJRIvIrSGiLyP5mVJXPdc1+nR559jljOMukesv/dNJFmebOBWq9WJZYk7HuGORyiOwhPDpGL2mCvUKJtldro2C0Xz0i7sp7bHqplaAkCa2dTe3aayuIxmmOSrp795ZzjAs20kSSLW0utDqVR6rTWIMx6xv7vD7fsP33jtMg7G7Pf2cV0X3ShgKIvcu2KT4CaIheCTdo9a6JI7vobLioJQNfwwmtrFFLgOzmiEEAmh72N1u1hJEa95xNxylsrSKqqmMWgeoWcyZApFkjhJOwHaHs/yCg8yaYZXKKdj3lUdJG27TaPVZTWzRr5qTtaer2LQctBN9a0Cvl3XxXGcV97v7CYEQC6Xe6Nrr+u6jEajV3aPBW5qZVhZPK0sdkYB1l6DfAFsEVNbW0eWFXyny1H7UzbW/yyfHRyyOSdjmqe/x0dHIx4uFpAkKbVLbTqEnV0y7z+4dEN20ExtQa77WVyGSATxwIfjLqezAqUkgaQrSJpM4kSI5KJ8KUmglE0kZWbnNQ2r7yPE1eu9RCR8e/djHlTvMc8IyxnyqNlj7taH+H0fbS6DKkssG/pkQ/IqYiE49EO8KObx4TMeLt+hpOvM68fjYujC6PD0AaXVS68rJzhxwqEfYMgya6Z+IXS3aTexQ5t1cxUxDFEKOvKxnctu18HQZBaKl5+DL4WIHgQB2WyW//Sf/hM/8zM/M/n7z/3czzEYDPiN3/iNC49ZX1/nH/yDf8Df//t/f/K3f/JP/gm//uu/zkcffQSkIvqv//qvo+s6lUqFn/zJn+Sf/bN/du2J8euK6CeeqC/zqkEzSRJc152EnZzlpEX8bcR1IQRbHZtKVp+aUHuC74SMei69zBGrxVVy2kVh0328j6xLGLcvb6mf8f0hEQlbgy0W1AUkSaLny5RzaUvWWeI4Yfi4T+V+JQ3PA4LdXdSFhXM7zOHQ43EYIXsdNip5nu71uXfvDjlFIWluEVke+ub7PG2OWStlCKxwYuMy7Lb59sf/hT/7Z/7f5LXTlvXGVhrgqVtdRp7M6jfeu1Yrr+u6BEHwyp34a+OPYdwkGg6JIxO5UEFeWjoO2EnvokqwZurpufTGfLuzzwdaHr9vsRsLvrZQR5UkYpFWbvhDH2cYMrKOyO49ZeHDu1QqVYziJkksJoM6XPRHP2E0GiGEoJjP4z95gl1aoyR22Y5KJLLKg7V0Mbz77Lvks2Wqy+d9xIZtFyNO0IunFwqAKBoThgMymTX+5JMnbKwvUyrOgmBumpbTwg5tclqOevbNOiamMQ7GdN00uEmVVVbyKze64Trquqia8laLissYOAHj4ZCSxqSdNNr6LtsDn8UH6xRyyxceIxqfEXRcjA9+lL7XJ0oi5rPHjw1jxl2POExIYoGeUSnNZ97IXzpsOSgl/YIA+iqGw2EabFMuQ+ixe/D7ZJMYI14kyq2hmvqVk1M3cmnYDSQkapnaO+86GHiDibAuSzIrQkYJ3TSINF/nwDogTmLWi+uvfK4Tv858Pn+lECVEally1pf+Juge7JErVzBzNzd+7XbT9uVS5qLIEezuolSryLkslv2EQv64cqbxSVp9KUlp8LYE6kuiX5REPB88R09WyekK9aJJ2GoBTDq+fCfEd6LvSaDZcDhMN2qndWFdEy9O2PMC8qo8CXv6XnHSyguwbhrXWri9Ka9rZXSTCCHo9XoIIahWq68tTAsh6B3sky2VyBSKk7+dBGhBKpbn8/lXXkfCIMbqeSiqfOV3NI5jBoPB5N9vKhZNXve4UwMgW9Iv9VRPkpj+4QFGNndOAL0Ky7JwXRfTNGchpC/R77ts74+5v1kh/6ow+tFhald2ScdVnMTsjHa4U76DSARR28HPHZDVNggPDl/KiTjECHwORJvNyj3ibPZC90XgOoy7XTLFIoac4bOBQxIdcW9lg6yWZeSFWF50aff1jutT1VQKqsK418Edjwkcm9X3PrjybcZRxLDVACBEQtGNa4npg3aLXrfL7QcP33i+dnbjJ5Y1DgdjjEwaTv4u5oInGxQgYebztDUTQ5ZZNM6/106ng6ZpV67J4iiiu7/L0DKJI4tqRUPTdXKVKr7r4I2G5GtzZPLFtGr6wGJc08/5oy8sXNwAHPfS+R8SGBWZfWuP9eI6hnK14BbHCYOGQ2k+g/qaIq/jOLiuO/m3aZpvdB19WSfSNO3aRZonm6qvCk8+8bg+W8CVxAntR/tkcwq+ElKcr6NnsvT6W8SBhVl6j2Z/n1vzc6l1HamV4ZPWmIdnOh7Crku4u032R96f+tqQBo3WVqaHOF75/sKYaOCDJB2L4MYbV5mLRBD3vUkVtCSBco0upx8GRh0XzVCu7BgI45A/aT2hHhVYM10+lcocjDzWyxVWPInC8ptdN4UQfLSzxfvLNXS9zCiK6QTphrwEbGR05BPrl+E+xEH636WVtFL9EtzjeWlOkVlQFEYdj0xeI1PQSUTCi9EL8lqeWlQmccPU4kWR6dkBPdtnc376XOidiOiVSuXKL2IURdi2fW0R/fDwkJWVFb797W/zrW99a/L3f/gP/yG/9Vu/xR/8wR9ceIyu6/zqr/4qf/Nv/s3J3/7tv/23/MIv/ALNZhOA//Af/gPZbJbbt2/z/Plz/tE/+kfk83l+7/d+b2oIh+/75wa30WjE2trapSfvbMo3vP2kcRovV4tkMpk3rqBojTycIObWFV5AJ16dA71DKT+9+tF7fogkIoy7r15wz/je8bT/lPXsOrZt4ysZdEWmlr84qWh/2qG6WUI5FtcT1yXq9iZt5pAOdB/v9rmzkOdR6wmZscr7791PF3NRgP+d38H45l/kaJhW8SWDkOpy+r3yIo/f/a1f4+GP/j9YOeMF3Nw+BM8jLwUM82UK2fK1ql6FELTb7attXAIbrOZ5z60T9Bzk6iDL4I1gfARGAYqpeNfyQwZjC7XVZLlaxjyuEkyShH6/P3kaSZL4KByypMvcMet89/CIewsLVM9U0Uc9D8sK2Ot1kY6eYd1ZRY9sSgJIyhQXy1RrFRRFoWE3yKiZC1kEtm0TBAHlUgn/8WPs4irFZIdOdpWjzpAfub+OJEnsPPpDKvOrFOfOi5DdA4uSoSC/FLzj+6k3vGHM84fffcTX37uFbs78696WRCTsjfdIREI9W5+6+XiTnPiLAjdSoT5sOxhZ7UYDIc/y+V6XuuJSXU43jJLGU7pHHezlMrcWpnjhtR7h92L0B1+ZTH42y5uTDI8kEciyhKLJb+y/KIQgbDhoc+YFD3RIf/uO40zdFO/1euRyOQzDIOpt8cI9YnXxR1moLqAqCnSfE8YyllhAViSKc5nJfKnjdhgHY0zFZCl/sx7f1yVOYg6sAxKRgDdkFR01XycwC+yN96iZtXOdQ5cxHo9xXZdqtXplZdSw7aLq8tSMiDdl1G4hq2rqq39DbHds6gVjkkFxFn97G61eR5gqnrdHLncX4hB6WzD/AIDEi4gHfjo5V89kisQhL0YvqOkbdC2fu/U8UbOZBnUdF3R4VkgYxO+kC+QEy7JIkuStuiq33QBFYiJyfL8QQrDrBYRCMK+plN5BFfwJ4/GYIAgmfunvchH+tuI5QBj4DBtHVJZXkRVlYmUiSRKlUum1vMEHTQdZld5onD0Ri4QQ5HK5t9qIsPo+URCjGQq58vTvnmuNsXtdqitryNcMWXRdF9u237jS/wcJIQSPHvfQTIV7t8qvfoA3ArcPlY1L7/Ks/4zN8iaSJBE2bMJiF12fJ3q+i/ngweR+cRTR/OgjnFt5VgYK4XydOI7PWbekXRURpfoiIhHsHg45sA/5+p1bZLUsQgieNC0eLJ4Xd4QQHA49Dt0AWQJj0EPEEXqugDfqU1peP1/lCpiaQr1gTO2iSj26HSzHJlOqnPPbjwcD4uONpG6jQRCFLK2tn/cDnjZ+JAlKrTbxmz7x8wcmFkStsYcXJKzXTtf/QRxwaB0iEOS1/KTQ4HVJwyiPEInAzOfJFs+vSbpBRD+KuJs9f326TnW0EIL2zjbdRoRezbBYzxMFwaQ7ZtztEPoelaUVRJBw0LfJ17JUNJUgCLAsi1KhjDXwEMcOU/mKcUEE3x3tktWyl86H3XGAZ4dXWle8zNnPIZPJvNXm82X4vj/ReF61KXGC4zhYlvVKr3Sr75HE4tzm5/D5IaEXodY0NNMkV66wf/QdKmaNPvOoyQ4L1ftIUnp+vTDmYOCyOX9atBD2bMIX+2S/8eDCa8LrZ77EVkDiRkiqfKEQ4aYQcZIWOwCyrqDc4Hz0y8Sg6ZAppF27l+GEDnuDF0jtkNrKEn8Y6NwSEWu6geHJaK+wf0lsm3gwhDg6+eNkDHza6rO6olFceHghMDoRgh03IEFQUlXmzlqtDPbSrCdFSzufLpmHWVHMoR8yp6uYboJnhZTqGRQ1tXjpuB1W8isoA5F+38oGYZzwvG2xXs1esHd5JyL6y2Gdl/FzP/dz17rfuxLRX2Zra4vNzU3++3//7/zFv/gXL9z+T//pP+UXfuEXLvz97Mk766/3/WgJPCvc67r+2lUUbhCz07O5M5dHVy8ffMc9j57fRcpNr07zd5oI38O8f/kEasb3jiPriKyWxRt4KLkyUTw9MG20NUAtm2TPLNan2bg8ORiyVMvyW3uP+ZpRYKVcQTn+DQR//D9RH/w4tqQycELmNBUhIFvUGQdjnj77Y3TLZWU9re6Q/v/s/VmsbGma3wX/1rxinvc8nPlkZlVmVk9V5W5MNx9W4+Fzf7a4wFdYSEi+gQtAQghxg7AAgRAWcGPJICRLyMbwCXDboA/LdtvdZeOuqqyqHE+ecc97xxyx5ul9v4sVEXvHHs6QQ1eVu/9SqfLsvWPFihVreN7n+Q8o9I96yMmYer3I2DAxRIna6vKiStN0Kq32FZlYr9dbknIS+3kj/CKMIlTWrr+xRi54PRg+B8POrQyAszjB00o0G+vUZ4vwzHXxDw8JVBWt1aLZbF5ZNH/qTPHDU96ub/H8bIihqDzYPG9kp8MQL0h5dNzlvrtH8o1voNQbOKNjpicOJV3QWNtAVVUGymApbHWOuVSw2WjkjfTyKlWtR9i4zacvjvjGzgqlUolnH/4eKzsPKdfOC8e5JLo0m+RftKkIgkN0vQpqmZ98+Bnvv3MP3fyDZRP+84Se38OJHXaru2iqRhrHOIN8WIGiXOthPf/Zws969uiVEsqNxis9Xi9iGk8ZBAMUFHaqO9facL0M465PsXozy+/LYn/goQxP2L6f31+k0yV8/JinLZtv7v7S1Rd0PyNJCqilGlq9zuPRY9bZJokyDFvPi/9ZGvsXhRSS5NTDWC0tpJ7zRtkciqJQLBaxrHNP0Ll9S6fTQfUHRM4xLwydB613EELgOM45cSAJYHqC2dggzepM4wlx2Wel1LkxwPunASklh84hqd+jnCR02g/okzGNpldyG27CYDBAUZQrqfYX4U9jkiildo1/+BeFP50QBwH11a/OXu5J173W/gzy0G1jfR1hpAtVD8Eof77MhsVSStJegFoylkJH52FHu9XbPO25rFZtisMuim0vGun+NEZk4isNZZ1jrnR83TygyziJYtxUcLtg/VRCP1+GXpwwSTOKs6Cprwtpmi6Y1l9l7S+EYDwe54tPIZZrnTeEPxkTBT6V9sqi+fNFtpdEuXVLfaWIZnx5+5yL7MtGo/GFLV/iMMWfxKCQq48u1WY5A/MIs1B8owFbHMcLlcYXvUZ+njEcBLw4cbh/t0HlGjXOFQgBvc9g9SVs1KCPqqg07SbpIEAWJYnsoR5GWHfvolw4J4++/32UhxsYh2fQ3qJYLC4alrmq4oBirb5QVQyPp3zgHvJLm5vUS/nz9FnPZatRxNRVek7ENExQlbzaKpQMpr5LM3Cpra7ntffhPp3d21f2G/J1ctcJuegS0alYlC8MWNMkYfzkMZPjE6xKmUKxRG1zE73RYP/xI6ximdXN11dsT/f3CYbDWd0I1Xoda3sbRVXZG3gUTf3a7I45nNihH/QBWC2uvtKeDUBkGaOTYxRVpb669tLhUywET/yIu0ULS1WRUuKNI9JEMBoPsCyb0gXv8nnfzCzo2EWDwdEBp09GlO5tstEq4I6GtDbz52aWpvReHKDqRXRp8ySOuVsvoikKjutg2xbt9dorB5iDYIATO4sAW8jrvdGpj11+fas/x3GIomgRLPsHxV6eB+fCq58xUkr6/f7StXLtNsMUZxDSWD+31guPz5j0A8yVEsiYxvomn+/9Q+6tvM+jscpW+YRK5dyrehIkOGHCVuN8f5LhhGSvT+H9O9eqQOMwJXDil9Z86SRCxhlq0bg2pP3rgohSsmle7/9Bv/dPE4Njl2qr8NLA3Wk8Zdj7FH9Sgq3b9JKM71ZsnNGEGkWM1YvXuCTt9pBhsDQkVEsltGoV5VJv4fGZQ0Pbo6FvkTlO/hy51HpWq1X0ZpNxkjJI8ib8kuowCXOGOjInQprXn/u9OGGUZGzbJlE/RFHPLV4Opgeoqsq6sUo2iRd9ku40ZOWStctPxc7lTfF12blch06nw1/+y3+Zv/SX/tKV372MiV4oFJhMJkBeBH7RIverxMUJZrVaxXyDZtiTrkujaFzLVF5s30/oDca4xQEPmg+uNGji/R4i8LAf3vpC+/9H+GrgJR7jaIzu6ViVBk6Yst28+uCKzzzcKKO5c0GadXqa3/AuDGP2nIDewEctp9TcEdtqEXMnH6SI08ekXoZx5yGPznKZ1+nTHlYxZhSNCSIP79PPefDrv0m9kTPHu3tdst4x7e11prqOmlmUqvaVxl2aJLiDft5cnN2O/CCg2l7Jh0WjF7mfr2HnvuXXpVdIkf+NFCAzUPU8WC8cQ+seqBrHYYybCTYsg3Lq5qF7gB/4hFGC1rpNSUI2HKK322jXMAP2g4hRcEbb1FBkldNuj3e3NzHM/HpKBwFBIvj42RH3oiP0X/iFBdNp/6jHZNil0bKwjBov3Be81X7rykBsvrBrN5u5tYtdo1pKEM0tPnrRZbuq0el0ePqj32H9wbcolern58Q4QtNVVCfGWCku+cJ53hMKhW3GgUJ37wX37t/+Sj2G/zAgFSkvJi9oWg0Yh4tTUTPMfBD0BYpuKSX+ZEwczHwWFQXTLiw8xF8GIQX7030kko3yxitlrZAz0O2yifUVWm1cRJwKPvn4Ee+9+wBV1SCcEn74Q16sVtld+yaFy8+r3iNEYYW0P8G8dYsXx4eoqcFap4U/jb8wI/IiZCpIegFK21w8zxVFoVwuvzRwbjKZIISgUSnB8Bm+VeJExtyt333p+/lnz3l09iGFxj0sv4quG2zdXvlC1jNfN9zYpd9/hIwmrK+8RzfzURX1xrDxi0jTdOG1XS5fzz6aL+aaG28u870Jke/jDge0trZf/ceviUenDnc612fIRE+eYOzskDAFmWFZqzlDxiov+eBnkwiZSfQLwx4v8egHfXaruxyPAzIhWYunoKoLa5evI5cgSZL8OdJ+c8WKkJJHXsimbVLVf/o178vgzRhIlqqw8zUz5S+rUC9ifm4bhoGu62iaRpIkxHF8bVjnnCH+ZdYUUgiGx0eg60jdQNO0L8yad0chWbpsP/dVYT4wEEJg2/aN94pXbicTTHrBYmF8+XMGroM3GtKcsfFfF2maMhqNFgGW/7xL/+Mw5dOnI0pVk3vbbzDcPfsEVt6+kQ2YiWyhIMvcGCQE6h7mwEJrNtEufO/O3h6ukuLHY4rU6Ny6tWA1J2HIuHtK64K6IJ1E/P3uC96ttlhfze9pIy/Gi1PCRKAo0C5bC2uuMMv4cO+AtxtVyo3mIlujs3v7jb7f7jTEizPkdILuTFit2GiNOnqjgTPs47sevu8xHU+ora6xs7t77bBISonjOCRJsvTzyypzmaZEB4c877usV22qu1uor6l0P/VOCdLgRltBKSXj09x7uL628VrHIQ5S/GnMsyimqWvUdY1y/ZwR7nkevu/Tbp/Xv1JK4iAl8nMF4eTsjKOPn1L7hfdYK1uMz45orO+g6SqGpZMlHnHgUNYbPLVU3mnkDbKzs7OcvPAaw7c4i9mb7rFd2UYGKoGT0FgrvlbN5TgOYRhSLpf/wC28LsPzPIIgeOW9fE4AeZlN8dxar9ywF/V+2u8z7flQr5IlY2qra+wd/S63N36VJ0OX3UZIoXBOoOw6IQrLIezJYEBy4lF4uIVyzbDVn8a5EukS61vEeVCpVrOW1NI/DcxZ8EC+P1/Sy/1nEVJIBscujfXSS0PAR14Xt/cJp9xHrVaxDY13ygW6x6c09SrGailX8R4c5IHKioK+soL6GoSCvYFHQTmiXb+NOiPnSCnpxSludl4XCcdBTCeL36MZnDUaCGDFNCioKhLomDoV7yQnVZbaN1qK7QURiZTsajrOIKJQNSiUTfzE58g9YruyjZ7PrZbq9Tm+1iZ6EAT83//3/83nn38OwMOHD/kTf+JPfKGbz3e+8x2+/e1v89/+t/8tkBdbOzs7/Fv/1r91Y7Co7/v87b/9txc/+9Vf/VXee++9RbDoZRweHrKzs8P/9r/9b/zWb/3WK/fp4sEDvrAM9nUgpeRsGhEk2YK7ePkLuXwLlZxPx+e+aW8iSzybhsSpuLbhOocQkuGxS1c/Yre1fcWqID7sI1wH+63rJ/p/hK8XUkqejJ/QyBqYhTI9P12SXc2R9HwmXkLrQpCoTFPi/YOFL6GfCT51A5J+wLdvN/lo/xMexCb2g1kAZuQQffIjjPd+lR9/+oztRpFgGlFpVfGKEaZq4n/+HK1ZYmvnGwB0X/RJj5+w8vZDQsNASkg95bUkdUII+gdPMIMRUgqobGBV6xRNJWeWX4aigKLlAaGqljfV+4/BroJdI5XwIohYtQwqhrmQBC15/FomTPYXTfxkNEWIEubt2yiXGs0nUYyX+JD0aZU2+fy4xzuVIpVWXtingwAnzXjy+JCt7IzaL/4ixVmjPIkyTo+GhHofX0aUilXqSn5/uSjjTpKE4XDISquVh42qJtVOBaXa4tPjCStmQrlc4viT77H9/q9hm+fX8uDYpbFaJD3zMdaXG1eO8ynl8lvsD32U0Qmbt26hvYHM+w8zen6P0+4eG8YamqZRW1372hbbke/jT84thWorL2cLARy5R0RZxEphhbJ5fZNi2g9yhtDXyMD40UdPeOfeZm4ZlAREH/5TphtrBEaHndalhl7vc6huEO4do27fYdCfEloO68UNvGmUMyJfopx6HcRexPigj9axX9uaYW4lValUKEQ9yBLcyiq9oMft2sufeU7scOqdcqu8gzF+AXaNyGhw9KKHokKlaX+pRtLXiePj7xNFU4zmXWKZUbfrNO1XMzs9z8PzPMrlMmmaLsIHpZQoioLIBOOuT61dRNXzY69pGpVK5Qs3EdMkYXh0QGfn1o1hV3NIKRGZJI0z0kSg6SpWUV86D6SUfHri8NZa5Vo5f/joc6w7t4myHppWwDAa0P0MWndzqekMIkrJRhH6yvkCfhJNcBOXzfImfpxyOArYyDwslUXYaODGRF5KffXLM52FEHS7XdbW3pytP00zjsKYt0o/Xz6iQSY4DGMKmsrW18hMfxmEEKRpSpIkZFmGYRiYpvm1kG+cYR9nPEYrlimWSq9Up0ohkUmGYmhLjaW5BL9Ut77W58IccysV4Atb1wghmfZyn+LaSuHKdTw8PsQulV9rEH0RWZYxHA5RVfVaNeLPO6SUfP54RCwl79xvor3JUHf0AortfHB4A+Y2LqSCdBIjKg5iOMXQa+idc8sREcccffIRo4ZkdaSx+q1vLX6XEwoC6mvntmcyE/yjp0/ZMkvcvZWrP90w4f95PuTBaoWtxvI54I1H/Hgw4ru3d1FVDSkEvf0X5w10keWsRrEcknsFikJy2kWEIVq1QtZoc5TWQdUwNJWtRoHQdTjae06hWMIyTYRuoJvLzcP5c7BcLr+S9ObHKftDnwcr+XMoOTlBhCFIibG1hfoapDk3dukFPXRFZ6uSh+9Oe12SOMrVsPP7kZS5ei72IHaZ+6YIqeA4KtIoY5TLlOp5k+kwiFDCCZtiOZg4E4L+aEKtXMK2rdxG89J5Mh1M+fx3/xmtP/Yr3OpU6R/sUV9dw7DsxTEanRwRTATprVV2C1a+Fuz3X27pefE4C8mHzx7RqFbZXrmauXMZP0vN88uYK6CklEvWQRcxXyc2m82X+vRPBwGqqlJuzMhe/T6RExCaDWBMakhS7wlW67tEyZBOxcY0z5vzB0OfetGgciFnLTk5QfgKxnprKYdr8Z79ALtkLHJx5pYq1zUsvwqEYYg3CwO+iJtanKqqUqvVUFV1wYwH0Ov2tYOBnzfMVWWvIq/0J/v4o+ccWO9TMzT0gs5bpQLD3gA71jCtNGePA+b29hUrlpfhcOChKWNaZRupNzgIYxRyl4IVU6f8EoKGiGPS42OklBylgrTTYa1UJBRy0XxXghGtdEq1UF7Y9C4dAyF5GoS0DYNiKAjceLGmPJgeoKs6a9YKmZNcOS+/tib6//F//B/8m//mv0m/31/6ebvd5r//7/97/uyf/bNvsjn+5t/8m/zFv/gX+at/9a/y7W9/m7/yV/4K//P//D/z2Wefsbq6yr/+r//rbG5u8p/9Z/8ZAN/73vf49V//df7z//w/58/8mT/D3/gbf4P/9D/9T/nhD3/IN7/5TVzX5T/+j/9j/tV/9V9lbW2Np0+f8u//+/8+juPw4YcfvpR1NsebBou+DEkU4o3HeTOQ/II+nURkFw57p2xhzS5aBYVSs7lgtt6ErhPiR+fe82maUFZidE19rcLUCROOxyEPVl8eMDTtB5yEx7RatSueY/HRADEZY7/zclbeH+Grx7PxM2qyhqZZdAPJg2sS25OeTyRBLxrY5fwhFwnB3udP0LZzf22F3F4iDTPu6jr97ITk0GHj3j3UQgGRZQx+7++grD1koJisrm9QK5oMjiaMnY9pGnX0WLL/2fd58Mv/EgDDU5f4xSesfOs9Ml3HdV2U2KLWtlBUFWN9/YrcZ4HYZ/DsRzS37qGUV/IgULdL4LoEMVBqY5dKFGv1G17vwXgfOm+BotCPU0ZJyr3izJ4hjWFywGjqgpQ0ahWobYN+aX/SCDk+IDk8Bk3D3Jg1IxQV7Bp9tYwnJUpyhqnZHHkqG6HL2vZu7gPZDximKcefH9BiwMav/DL6rEiTMpcZFkoKH579AMus8GDjm/jTPLRwLudL0zQvIJtN4ucv8IWgsr2NVizy6emUjZJCEoUMn/2AO7/yL2Nq5mL7wxOP5lqJ5MzHXL8ow8rwvCeUyw/59GRKK+rT3t59I9bWHzYkUcSHe9+nYTbY2rj7ynvzVw0pBJPuGUIIdMOg0u689J596p3ipz4bpQ1s/bwwmA4CTEtf3Au+DhwcnICmsb2xAllK/OE/Jt26xV4Ib29daj73H0Nljbg3JaCAYhc4UfbpRFtYJf1LeWnPw/TSYZg3RG6tvHZDZGHfUrVRnROobzMlYxSO2K2+3MbsYHqAoRmslS40L/0hYnyEq3eI4iQPRxUJ+oU1m6IolEvlnC1yaT9vsrv62iAlzumP6ac+E6tIyShRMSuLz3SRUacoytIixfM8DMNgbe36AdPw2KNUN7GKBkmSLPy6L0JRFOr1+ms116SU9A/2aKxtoOkGzjBECMkVs1tA01V0Q0UzVEQqCf3kug3ypOfxrYct9EvWLlJKokePsO7fJ4gOMM0WulaGs49h7ZtX/jbt+kuMq0EwIBHJ4ji+6HuYzoSOKTFm8v/XXfi86picnp7e+B28DMdhTCrl187o/jrhZRnHYUJRU9n8KTXTv07EYcD47JQElXK9Tq1WQ2aCbBKDkNed+jlUBcVQkcm5lDpNBdNeQGO1uDhXFFMlKGj0kgyyBDWaosYOSJFbNQDSKCLsGpiFPPvL0Gi+oT+9EILhcAhAuVz+QrlSQkgmXR9VU68w6P3JmNBzaay/eQDjvJn+z5PNy9GxQ28YcudunerrWLdcxPQkJ6iUb25m9oM+mqJRt+p57shaEaf/IXbYwNxeVgx1f/xjnpZ87k1MOr90bu/mTyekcUS1vfw+P3r8HE03eGd7A1VTeNb36DkRv7TbWFIOzQco+7rNu512bkElBL2P/wnt9dXz80BRc1Xr5br/wnaSw0NkkmKsrZ4zLtMoD1WVgigTPHtxjBeErD98n83ZwHLa75LGCWah8GbWQqlgf+hj6eoSwU1EEenZGVKI/P+TFMU00VdXUAC1WERrta6tD1KR8uTkU4LpiIe1JkXrUqNYUUAv5NYIZokwEAROjKJIagUPZfQMsmjJemFo1BhqFe7Z6pVtjRMD9CJ1M82b8pfgDn2efPyc0nu/yP07WwyPjyjV61gX7GD88ZhnT4/YfPcBDdPA933SNH1pLyb0EgInt+morxQZx3mg+k2Eh5/l5vkCsQ/+AJlGTKZTRJZRba6gFyp5qK9RWNSKg8HglTa/l4f0ab+PiCI8rY7IAgb+Pm0zYFh4n06hS7m4iXZB2fr4zOFWe1mpF794AVYDrVRAu8YyZ3DsUquZSDdBa9hfGdtbSsl0Ol2QNeD1A7PnyLKM6XS6yA2Z17EFYWCQP8t+Xhnq/jQmDlPqKy8nZPSGT/DdPv3SN7BTiV0xuVu0CYOQ0Q8/p7leRm+1rlXlzyHClMxNrpB9B26EUFImcoBqrGEoClvGjLhyDWNYrZioN9jNSClJT0448UOmmWBrfZV6NT/Xe3GC40/B7VG0S6y1r6pTe3FCP065W7Dw++Eis8qJHc68M3aruxja8jPxa2mif+973+M3fuM3+K3f+i3+vX/v3+Ptt/NwsE8++YT/6r/6r/jt3/5tfud3fofvfve7r7tJAP67/+6/47/8L/9LTk9P+da3vsV/89/8N3znO98B4Dd+4ze4desW/+P/+D8u/v5v/a2/xX/0H/1HvHjxgvv37/Nf/Bf/BX/6T/9pIGc5/Lk/9+f44IMPGI/HbGxs8Ju/+Zv8J//Jf3Jt2vN1+DJN9Mj38Cfjxb9106LUaJAIOBgGKApsNQpYN0xgpBC4oyFpEl/4oUTVNCrtTi6PvwZCSA5HAUmW4UxG1IsGW6udl4YJCSF53HXZbhaumOpfROglHPVOMZryik96fDwkGw4ofPP+ja//I3y16Ppd0jDFoMhH04xbK/nE/2KGTTIIUMsG7jReupEqkwnruoo5k3hLKfnUC7nvS7S2xieffsT9xjq+IvMF0/AFBa1BWGsx6Q5ZrxfonzlMC0PuPPwVTKvIR//473Lr/e9QqjQZHLnET3/I6re/jVYocHZ2Rr3SJIkE5YaVF4InJ8hLkkZjfR1luocXpVDbohR1819YZbJCC6ffX3hJR75HOJuMFmsNDHv2oA8mEE4wVu9TqNV4FqbUDY2OeX5zjKKIyWRCrVbLB2pSwnjvPAij3AF7+YEhwpDk8BCt1UKv1XKLmHDCJBP0E0FLcRlGE2J1DXvUZ61Zwy4WSYYpp2nK9MkJFdtl6617qMXCIvDUGeeStzP5HCOERC+y1dlBhAFBECwm5d1ul9Vmk/jFHkESUL73DXRL49GZw26zyLTf5fTJ9/nmv/Bn0Gb3h9BLSGNBqWyQjkKMC+dAmnrEcQ/T2uFZz6Ue9mnv7N54b/nDijRJGJ4dsR8e8a0730FXf/qM/TSOmfZzNcZ1QVAXceQeEaUR25VtwkmGbqgvTWX/sogCn0+eHfML37gHUpJ8+Dtkq7c5zEI22/coXCxGx/tgVUlTncGTLrUH2xw6h5SSGmubjS9se+L7Pr7vI1NBObOxWsU3ko0u7FvEcBFkMw7HuIn7UnsTKQSff/S72FkRSzMRWYY3nTCvEhVFoShd9GINpdQijTO8SYhh69hFPfcZzTKoVtF1fbEYkFJiGgaZ73GxPaaqGtXO6w8GvhBiHzk+4HN/wkgIYhFTMSqsFFbo1Ds3Murm7DHbtq+tn6b9AM24OXD0olf0HDf5KWeZwOmHjM+OKNYatDabX1q5kKaCD58MuN08X9jbpTyAV0pJ9NlnWA8f4gfPse0tNCFhcgDtqzVQOg5BnLOvzrwzNFVbEBLGfszpwRm7lqBwa3f2+XMVYGO19IV8qc/Ozmi322/EfpZS8tiP6Jg6ja8xrPOLIkvEUsDcfBF2seZZggRPCCYFhdWiResl9e3PC+IwwBn0cf2AUrVBTS0tmiiKqqDVrCX7tldvL8UdRtTWixxN+gt7O5lkWGFGSzdQVA3sGtpqG0WbHcM5ezUc5/8PTNKMSXpO6hFWjVZ9lcprWgFNp1PiOMayrDfOe4L8/JgOAgxLX7AtIfdcHh0fUl1Z/UJh6kmSMB6PMU3ztYL/fhYRRCmPHg9pd4psrX4B9ZPXz5vHtZt9vjORsTfd4079Dsmph94p4PlP0I4zCg+XQ8Tj42N+9+AnvF/dprF7e9GgDpwpcRAsgifnODg65TAJeK++gadKpmHCatVm7CdLzeY0jhmdHjNtdFhTY0phPqAZnp1Rvf0t9NfMnIn395Fphrm1eSPZR4iM4eEBkaLSWVklHJ0wdnJvgJWyhb1yhyhK8Ma5mrC+tnZjfe1FKafTEENVWRce0vOWBul5w3x1qUkuoojk+BgkaNUKwvdzn+ELyNwugfApVGvYtRaHKqRkrJfWl8gVAFkqmHQ97PiQYtnI398oQGX9WuueMBM8DSIeFu3zrAyRgT8knPaZOB6dVh31mteOX/Tpne4RWRrv7DZwvBijtkpx6638PYHECfnh02d88942pXKFwWBApVJZqjmkkExmahSzoF/xPU9EwovJCzbLmwufeN/38TyPUqn0B55rdy1iD5zT639nFHOrCj2/n0khGPXPEJFHvWSiy+U1tOsHhElG+9a7cAMBIU0yxmcBzfUiqqaSDgbIKCIptwmckIPhB9wpFjgpvc1m+Zhy+TxAdK7Ue3u9slR3ho8eoa/tQnaVZZ6OQ0YnPp23v5og+MlksmicV6vVl7Lvvyim0+nCcil1IqpWObdnq5g/dQua18Gk52NYV6+HyzjtfYIfhaSNt5kOQ9rtIru2SXJwwMnjE7Z+9X20wtXBtkwF6fjc/lq1NLRL68qBG/HcDzGVYx40H2K/xEpmjmwaIeLze5ha0G/0rN8/OGLqB+yYOpVbu4vz0fPGnI5OwSpTra0u9X6klDwNImxVZU3VmA5CihUTu2xw6p0uE5/4mprof/pP/2m2t7f5q3/1r177+7/0l/4SBwcH/N2/+3dfd5M/k7jp4CVxhjeanTwXng2R7xI4U1RVwbALFKt1RJKQdc9w/BgnyjBUhU7ZxCoZ13rRKoUCeudmhmGWpjiDfs5on0/MqjXs0vVF0dk04LQ7IBMZdzdXqZVuZnnsD3wKpvbS8BKRCY6PBkzMPm+vPlzySU9ORqT9HoV3H9z4+j/CF8coSRnN7H6iNKQ7PaFKjUFi8C/sNLAuLJbn3r9Gp8Cw69O8YOchpSR++nQpTPRTN+BuqqAZKp/v/T+oJxkr33hArbNK9vwzoqdP0e99kxfC4q37mwzdEUf9U969lRfGxwdPiPon7Lz3awyPPeTJJ9Tu38dqNOn3+9TrdabdiObGVRuXLPOJojPk9JT0+BBR6OCePMEsFMjW7qLMbryaqlGqN5caa5pWxDQ7uKMBcRBgxBOqzTrUtnA8n0fdLjumvgil0AyTbLYIfCmzyDmbyRplzrqxz6//dDAgG41yi5fZMfeyjIMw5l7B4PnkOZnewfYj6kjqq2skXZ+9OCH+9AmNjs7KndtolgpeF6QkClPcacS4MOSu1eQgzggKHbZbG5jkYcZSSoIgYGNlhfTFcwKRUb77Noal8aTrsFYrgDvh0x//I97/F/7MotCc9HyKNQtNSISboF9Iao/jAULEBFmLIEnRx6evZYvwhwFZmjA+OyVTBSMr5EHjwc+krDtwpvlzR9Opraxeu49SSj47fAqq4K2N+1/b55BS8sGPP+X9995GUxXST34XUd9haPlIfZf12oUGRjCC2Ce2Vun/8BFr332H47MumUjZfYNArjnCMMR1c9ZToVDASnRIxdL5/jro9/sUlYhiNoXmHdAtnNhhHI3ZrlxlN2STCXG/z3g65mDwKRsrOxQ0HVVTUVWV6mU7gFInl4+7Z9C6D5pO4MYETkK5YaGlEVm/R5KmOL6PWi6j1WoEQUAcx1Sr55ZcIktxh3mwrF2wqbXaFMpv3nyaI01TwjBcyoaZoygDCsJlXG4zSvIQs1ahhaZoFPTCtd6rkBMaHMehWq1eYZm+SeDoxaa6lJJqtUowSZEibx5W27ntyKR7imHZN6uU3gBRmrE38BcKrzmLCwApMAf7FN55G9d7RKl4DzWYQBZDdf3KtkSUkY1D9GYBxVA5cU+wdGthkyOl5MnzU8rehPV3z0O9hicepVrO2n9d9Pv9N87JyaTkMy/kQdE+D3F6TchMko3Dc4by7Ofz/76ytQt/pJYM1BtyGUI3IfTOmwSqrlBp2G80XMsD8GLOgohxmrFuGBRVlUrL/tKDlj8oiCxj0s2bLImbIkXuk6tZet40/4L388CJ2D94gl0FFZX1Wgu9cv11LDNBNoryr03K12PnBSOGkzPcdBaebdik5TXWbJPSS4Y7c6uXLxrsFwUp3jhaLI7nmHRPUVSNarvzkle/ZLtRxHQ6xbbtL9Tk/2lASsmjgwmZl/LOw9YXG0zPc4Uat176Z3Mbl7Tro7cKpNLF//wnVN/5taXvUIQh/+B7/yfv3f8F6mYBY0ZsC12X0HOvhEV7rsv3To74prWOYymsVmxqRYPHZw73L6hvg+mE4PgzwloTS4VWqQ7lDtN+F9MuYr+GdVra65FNp7llwUvun3Pf/dSwaLfbV4hqJ2OfbLiHFClIiV7fxEpzOxarXMNXTNwoRQFSIbAHXVYK+TWhtVpLOVWvg+T4GBFGaPUauupBGuEM+yR6jZJRRrnQXDc2NzkJu7ntX3GFolbAefo5yIRqq5h/z69JppFS8rkfsWEZV4ZlQgh6vR61Wu1ahUn/oxfEFZtRGLBZyFDjCYrfo1KyZq+HYCj5sd5kp1Sn3FxhMOzRbnVm751vp9YuvPK8PnAOUFIFK7UoFAo/XRu9JIDJ0flgwihCZe3GjIGbMBwOybKMVqu1RC5IwoDB3sesNHObEhQFajugnZ+jl33S0+EQGYaoK2uMuz4v+r/PCjZsvkPT7lMqnTsNJJngRd9buvaklESff465c5dslsUFkPYDlIKONFXcYfSFbeou2n+9aW3zVWA8HpOmKcJLKBtFDCMPJL3OwuanCSEkoxOPavvlAaIARycf4EsDs3Gf4SCgUrfYGXSRWcYoUGnd3cC4pOLLnBgRpii6ila/ufZ4PvE58CK+WR1TK6yjaXZOnuz1kEE+9Fqc7/P/n13QimGgr6yg6DrCT8j8/B6qqApa86q94J7r4xwdc1tXsZoN9HlvJxgzmZzR0ypQarJ7IaB0mmYcRzG3bItsVmfWV4tXPOO/liZ6s9nkd37nd3j33Xev/f1PfvITfv3Xf32RDv/ziosHT0bGghGlGxqlurn4Iqf9HmkcYdoFTNdbosSEQuHUqtKuFWmWzk/GpcUYoJsa5YaF8DzSixY58/dcW7sxVMSfjIl8b/HvUqN5Ldvi0f4JfhhTrze51ble7tJzIsIke6lPOsC467MfPefe2u2lFPDkbEJ6dkLhvbde8uo/wutglKQMkxSF3G7lolT2s8FnNNIGg6xwxbtV+AmZm2CsFPEmEaqmUCifn3vRs2eYOzsLT6vnXoAxHmAPE7Kqy+BwwsN33yPtD0BmqOEZyupDnmUW9zplekGXwanDO3fzJnwSx3z4u3+bd3/t/8O0H6KOX6BXq1S2d3AcJ2dSxjpWUce0daKoR5adS/w0xcKcDFHq20S9A47296jfehe7UEafTpFSoloWxsZVr6ucTd0HchZgiokf26RKHafW5O3aciF6cnQEcZT79ZEz2K1XMRGcU4jc/EbfuA2zZPr4+QvUUnGxAIiF4LEf8XbJ5tQ7oZ9IKmqF8iRPoc8GEY+9APXJMzrbVWorHfTm+WQ+SwUvDk4otBQ2UMA54WjcIyk02ensoFZWmUwmnJyc0KpWqQxOCawa5d1bGJbGs55Lq2RRTH1+8tHvcevhdxZhM4Mjl9ZmmcxLkEmGXj+/l4ThMZpW5NQxqRcNgtODNw5d+ucJuSfjMaqqojXK9MIed2p3ftq79UpkacKk2wUklXZnyW7GGYa5/3NZY8/Zo6gXr0zcvwo8+/wppZV1VutFsqe/T6q1iJohp8H2stVUlsDwGYF9G/fJC5rv7DLohYy0Lg/XX1/NdLFxPmcvZtO8yNOqb8YYkVLSPTmkqUwxSs1FIzTOYg6dQ+7UZ+eA10cGY5KjE6aujygUUOplDr0jtqtvY1ebN8u3pcwZfdEsyWa0B1YlZxqpGk7WIU1zKfJ8UZhNJmSzIZrQNPzS8iCyWq2iaRq+7zPu94j9PJjWKhaxK1eLvsvWKxevc03TsCzrZksFKWHwFAybrLLOgXOARFLQC0RZNHtS5XZ0VatKzTpnbU4mE6Ioot1uLy345oGj5YaVB5Bl+b5phophaRi2tlTYSpkzz6bTKXZFRdXUK2Hv7nCAEOILN8suIogzjsYB91aWF905A84jevYC4/Yt9MIeleo7KOM9KDSXBq8XkfQDVENFq1mcuCeYmkmrcO472h86DD79nDu/8h7GjEHjDEOkkFRfYyA0Go2wbfuN5OlBJngRRK/tfy4TQTqJzpvjqpIvqL5Agy5zY2R4zl6OgpRYVVB0FaukL9UuXwUOwhg/zVgNJMz6SqWGhfEzJteOwwBvNMyXAJGkXGoymYyx6gWqndezFhFRRHpycv6DGWV/NDxkPPUQqWD71h1Mw16m8isKaDrG6sqVLJg50nGETDJQFPTmaw42Yh/pnNCPE4JMkpVXc0XehbeFfMZS0TXKSKazTKov4pvuT2NCN6HWKSzUHKHn4g76tLZ2vjBZIAgCXNf92baBAI7HAf1Tj92VMrUv6kEce7mNS/veS/+s5/cwVIPS1ESr5wOW0Wf/gNqtP7a0dpVS8r3f+d/ZvP8+636KdT9/3ke+hz+d0FhbrvOFEPy9Tz7hbmETWda5N6sjzqYhtq5RUwPwekwHQxRNJdp4h0TVWLfy+4Y/yYNsX2Wpkrku6ekperuN9opcsfHZKaqm4acZKysrr3VeBv09+qMJiqLgay0KSkxJCopC5vaWm5uv5XN+I8IJuD3SyQR3nDLwAsr3H6Jf2qYUAnF6iswyCKecxkMcVdLZfki7vMz+fxOW734QYakqq5axsMiYD7yn0ymKolwZPEkJx//oU9LdDYxiiUo8IUtTzEKRSjtX2Om6xHvyEVNzQt0bUyiXCKVGffsXydwg38ilJhyA3m6jzmqlucIlJCTWY27XfgrrG6+ff0eQs8qrm2/cNL8OUkoGgwGKoizlN0gp6Xa71Ot1LEPPVZ9zCVdlHWb5WRd90tPhEBkEGJubDLpTTrqfgC/o7G5Sq1vY1vmawQmTKyoQEUUkR8eY27skvVxJobcKi2FrrozOKDde/140D6z9qQ8+LmAwHnAyPSH1E0qGjaZpKAUNbWaPpVyiDcgLStSV4gqW9vXY5HmTiMhLaawXX3l+Pz/8p8R6k0r9Fs40whl2edcAc2cHr+uSmpJ655zgkQ1CpJRoZfNG0gPk6pRPJz7Sj3gYHyFliqnP6ltVRW+1XhlEKuKYtNvLnQEU5Vxdoxso1qz2uVR3SCl5FkSI6ZQd30O1zIU9It4A6fXYNzukZomartOeqRKf+xGmqrBhGbijiMofhCd6oVDgs88+Y3f3el/Qvb093nrrLYL5tOHnFC87ePN0a5Gk2GGYNywUBWNra8FO3R/ki9md1qsnb0mU4U0iskSQhFkedqWdnxxZf4CMIzRNwbJVzFYN44Y0Znc4IIny8AbDsik3z/9OSkmvP+B47FOq1tmoFylZyxeEG6UcjYJX+qQHbszT7nPW1ltLPunJ2ZTk9Iji+2/f+No/wvXwM8FJlFv4XLzQL+LZ+BmGZ+CpNe6ulJe8yebyGr1ukUQZ/jRaYvmloxEySdA7HSbdM86iGE1R2DEb6K0i+z/4/2FnDVq3dzDW1+HsY6KpyaCzRcnSGSfHmLFNzWwsZEI//MHf427jAaLYwgx7RFFI8+FbJEnCdDql0WgyODml1MjPSdNso+uzYioYgXOG4yUk3oSkukW51aF0qVEkwpDk5ARFUVBLpaVwIiBv7JQ6YFcZhRNOvROavkOaJtRadymWO3S73SuMEW88Ig5mTafSy20xEFkeqiQFFFtQbJJNp6RnZ3nQT6GAkJJP3ICHpQJB6vB4ckqlsEVrPKBYq6F5Ko+mLubREeu7LQrlIsalsJyPnn7OVmeN+uyeI8YHPB+cYltFNmeyqmMXFMVA7j9Cad2lfWcXw9LYH/iUbZ1iMObZyWe0V9+iVCphGTbuOA9ozKYRKMqS9Mr3n2NZazzuJTzolOgf7P2hbKS7oyHRzD91kkxxE/da9vHPOqa9LmkSU6zVSSL9ioWLG7t0/S6tQmup0fml3rPfZ38a8807G4j9n5CGOvGGzpHb4W6nxkmSkopZmTF4TGDukownGAaESpGR2eV2/RaqqiAlGLPC5qIUeO5xPvfPtiyLcrlM5saIIB9Ka1UT1XozuWUSR4yffp9WZxX1QrNASMHj49/noT2zvcoy4kGAKwyyZoNqo4Ez7HIw3eed7W/dqAh7KbxBHpTcugvTI2SWMh2E6KZGaS7F1AyorCMzSXx0BOQeqPrKypIn5MXA1MB1CGfS8tcaFr4JIidnUtU2warQD/o4sYOhGmyWc+/hUTjCiR0UlMUiIolTxicOLbtDfcYUl1IiXBfvsE9ro4BhqEhAZJIkzkhjgUglqAo+JYRuUW3bqJpKsWpiWBqj0QghBKZpLmq1wJnmXshrV4evbwo3Shm4Ebutq0oqmSQET54RNTcIwieUS29RSZ+hrLx9o5xa+AmZE6M3bc7iHrqqL9VQQgieff9DittbbKzn9dt82FBbKVzxaZ9jMpmgadobLTadNOM0Srj/EpXiHOkoRKYCRVfR32Ah/DqY9gOyVOTDdiGR6XzhCdobss9fhbltTVXXWLMM3FFIOpMQ/7Qa6lmaMO11F//WMoPCLJQv0QVu4tNsNl9uzeh5JN3uBV9zE319fRGiODz7HCfN0I11albppc0MmSSk3e6S5Z5iGOgbG8sBnkKSjfIhD4qCXrNeP5Btepx7/gIUGlDKz3UhJdOZNYyQ+X14Ms6zYmr12sKu7qLiQVFgxTQoXiMZH3f9nIw5q4WllAwO9yk1ml9KuTOdTomi6MbAv58WhJB8djKlHEnWtypf/HxOYxg+hZWXr+VSkbLv7LOdrKNVDFRLZ7r3fazyJlbrXJWTZRkf/PAfUqutsqNYmPfuoSgKcRjgDoc0N64q0H7vs4+xjRWatsXtzSpIiRjt8azvc69lgVVhMI4oN5vEps0wSdmdZTlEvk/gTK8w2y9CCkH87BlqqZSveV72OZOE8ckRpVabqeuxsvIFrNRERrb3IelwhGhsEdgFQKHSbr95zo6UMHoOIsMXBqNIJXSmFCpVVhpNsm43JyBdVPYt1jGSsWujSRWTCDd2mTQtdMte1LyX/aZ1XV9Sws0xD3McphlOJril6JS1wvlwQYEgDJk6U2zKeZPR1FBLOuWmxcn3Pia+u0aYZDQNweT0BCky7n7rF9HCkLQ/4GAUU60baM6EyXhAq+RRbVZR5k302jY0dkEzkEIQnZ0xOTsDCSoGitRBSjLb5NByWS9uUNQvWJwqCoWKgflVWnX4w/x/kN/bCsvDT5kkJGdnkGUXfijnO/Tq7V/wMcuEYGqa2OXykuXUcDhc+IQvMDmCmSqC6gZBrC980tPhEOEHmFubnI36TA8OcBKF9WZGZ/shun6+nZ4TIZGsVM6fI9lkQjZxkXoNBdDbhSXFkjMMMSztleHVc8udYrF4pR/wBwkpJSfeCYk4fw7qqs5acQ1VURmPx2RZhp6plNT8OKhF41oLkkxk9IIecZb3eOZ1cd2qf6l1WOgm+E5MsWq++rgmPofdn2Caa5RqmwQvDnnmBvyL37iLalkko4D+dMT6bl43p/0AKSV669Vqj/2TM6ZjByPKuNWySRoR5fK5M4WMY5LT0xu8914OpVBArVbJTnNFnhACGahonRVUS0Of2UJGQvAiiKmLjPqsnjJ3ZkGokyOIHEaVXQZSwVJVtm1ziZV+2XLma2miv/fee/w7/86/w7/xb/wb1/7+f/gf/gf+yl/5K/zkJz953U3+TOKmg+cOB3j7e1RLVTTLzBvnFxZL0zDhbBKy1Sgu+79egjsKSZNl/zJNVzFtjcBLFiyZStNesCjSJCPyU6LBhHQ8XjzMtEYTtVigVLOWJBzz4gTAsC0qzXMP7OFwSN+NMYoV6kVziSmfCcnnZw632yXsGxZskLNnn+4fYDbgVuN8qJL0HJKjQ4rf+qNG+uugFydM0oyC+vIQrH7QZ9AboBir7LQri+9GCkna83O/rmKumhgcebS3zh94Ukrcjz8iaTYABZptXAlbmk68d0IQfE5vYPPgX/rV/AXDZ8T9kGD9FpNEECrHbFe2CbpiYcvy/PgR2ZMuK+/8MraYMjo6ZPUX8oCg09NTqtWAcdentb6CZV1qfI/38ScjgsmY8vYDjNoqg8GAzuUG+SVkrkva64EEc3sLxTnMmZx2jWGS4qTZoogOXIejZz9kPDym3Vmh0riFqubMofm0WCJzSxXfI/I8CrU6jbX1RVr8tfD6+QBAt6G+TXxwAIqKubWZy2f9kB3boqAqfDx8gq/UeUuCSDP0tMShO0F2e+zsrmIaypXi/YNnH/Kg+YBS3Zp/eUTdz9kXOtXmDqtRj+7pCVXLIHj+mFHnFyg2yqystTmZRhiaQtntc+SfsL76Nr7vY2llLDv39E2HIaqtLUnRHPczCoX7PO/73O0U6e//4WmkJ2HIpHe2WFQPwyFxFn8tbO0/SJw+O0ZkEfXV5rUDop7fYxpP2a3ufimv9zgM+OTZMe+9dQf54gNOQ4PJWplJVKBglagXTDYsA1NVYfAUnzZZqpJ2T1FWN/GKI+pWnZJxXixHQnASJaQzVhNCosSCDbNEyz5fbEopv5SsMjr9DG8yonn/O6CqpJlgPNwnTBM+n75gt/1NFLtOcnhEFEdktTqFUgk19MhCB6rwdudLKq9ENgtYXV0stOIgxR1FlBsWpiHAOcltYOYvCUKS3gAAo50//9MsY+J4oBeQxSb1Rt5088YjIt9HURXqq+tf3TU9PsjtS1q51DfOYo7cIySSteIaRaOIMwxJvZCsf4amKchiSi8Y4DguhaKNbdkopSJ2tYHpNag0C1es7txRROzHFLUQNQ4WRbjvxKRRXigploW+0SYR+bC2Xq8jZo3J1tbOl/7MEz9hGibXqvREHJPs76Pf3sZzXpAFWzB8QunONzBfwtpJxyEyEfSzIUbNvhLaPnz8jJ7Q2b69scirGXd9dENb8nyGnIFuGMYbNdAHcYqTZdx6SYCoiDOyyXw4b79+g/Q1IKWcNc8l1bZ97XBAZrMmbf4C9IaN8hXZsIyTlNM4WVo8OcOQLBGgvJ5NwJfBXD2kKKBqOqVCAxnOhoGze9pwOETTtBu9uEUckxzOBmulEsbqJTuW2GPQ38MVUFu5h+5JFJUvFNgs4pj0+BgpJYqioDUaS2FjUkqySYxMZ9ckoDWshSXfS3Gx4VRZA+vqeTxftwghrjSuhZScRgmhkEs8QAlUdY26ojDthRQqxmKg7Az7ZHFCfe3lzdNXYb5PrVbrp14vuVHKftejI1Xa268fsHcFIoPup1fCkq/D49FjbokttGJuzRScPSdLPMpb568Nw5APX3xAO9FplduUWi20ajX3FT86pL19lZT36eEzDiYab9lldurjxc+fxE3urNZRFOjtPae1tU2qauwFMQ9mw8AsTRmdHF273TmSsy7CmWLeufNKVYI/nRC6LqVWm8lkwsrK9bZHL0M2HpMOh2iVSk4Emhzm1h52jWkIaZxgFYuU6q9QmqQxjPfygHKtQZykiCik0Wpfea0IgpyAlHmYDRsUlaS8w7SfW2vMLa2klCRHxySRx2nUR9lYY6W4Qtk8vw6TJGEyU4akaZqTmgKBqZoLb3FfCPbJ+EangqooxGGKPzlvGobCodlsYEgN4adIIUl8n/GTE7S720RZxipT3OmYg6ePqe7sUrtzFxmkPPZj7reKGJrG6f4em9vblBtNZJbiHnxI1N0n8SMyq4FilSmXylBsUeisLJrjwvNIez2OglMM1WDFaqG1OyjFIoETk1xQRc1h2BrFqvl615I3yNeGAIU6lPJn+pIqaL4dTcdYW12owr8MpBCk3S6h4zD1PMqFAgXLQu908IQgTdPrRe0AHwABAABJREFULUwnR5AEpFJlHHZobpQQ0wnC8zG3Njl0Dkme93H1GnV9n9ba+xSr9cXLD4Y+taJB1c7rbxGmRC9OMDpF9FaLpOdfqc9Hpx6V1vXP+zAMcRznp8o8F1Jw5ByRyfxc2ChvYGovV4lEUYQzy2irmmWUWV2q1y2Ul/TQAIbhECd2Fv9eKa5Q0F+tcIrDfI1gl4xXep9DnsUT+z1MWSL2NYpByO9rJf6V+/lgPJtGDEZDWlsr4KWIMMvZ3i+pt6QQxHt7PI4zWvU6Lhb3Vyu47iOK5m2So6Pzob5h5EP9G+61Uggk8trciMz1yAb95R9aFjIIkIkg8zKMtTX0ZhHV0hkmKf04ZdPSMY6PkWl6rvYZPgMgqN3iKE5QUbhdMDmNk4WCaY6vpYn+X//X/zV/+S//Zf76X//riyDPOf7O3/k7/MW/+Bf5D//D/5B/99/9d193kz+TuHzwIt9j9NFHFEslSru30cpXp2P7Ax9DV5a9Xy/AGYakcX5hlpv2KxkCUkqcYYhIJaqmUGldL7dNul2E5xF4GYnQ8kJaUShWzcXD42JDfR5Gl6Ypo9GISGhEqknR1Jb2/VnPpVE0aZRefoEeH/Xoiy7vbr2z2L+07xIfHlB4/62femH5s4pulDfPO6ZO/RVBXnEW8+nBp9jmNtvt6mJRnY4jZJyhdwqL4zw4dmmslRY2L4HrMPnoQ4p371HtrBDPpnV3s5jw82PUWzbdZ4fUvvFt6iUTnFOyqUemlfk0VSiUxtyr38Md5jds09ZxIodH/+h7PHznlylWDHqffsLqt/Mg4KOjH1KtVjC1HbJEOW8GAwhBfPgjnLFDoVqjeOtb+bGYMcVfV7IrpST55J8hVQttdYdBsUi/N2DjwmGUmo5QNdrtNoEzZTJ8impIyvUGtr2NeqlxKIXAHQ+ZdM9I4ziXILbaaLpBtd25evOPfZgeAQrCXiM5OcHY2EAtlXjqh3RMg6quceye8sgL+eVKh7DXBVFjGkwRns/GeguDBHPrPLAwyRKenj1nTd9aTtaOPaaDPc6sNuvVFsFoSDl10D77x/hr3yIuVlFLFZwE7GKJ8viEruJwZ/s9BoMB3iBl5/4qiqqQ9IN86DIbukkpcb1HZOodgiRjtWwyONyns3v7tb6Pn0fk1i1HaLqxCLKaRBO8xGOj/OUZrD9NTPsBhq1RKJuzBaCDVSxdWWRJKdmb7mHr9hcaGkgpefLoCaxuIPd+BOUV6uslChgMgiK32heek24Xz4mRdgf/86eU375Haof4ic9aaS1nNY4j4ihe2LRoqrpgP6lFnaEGTiau3ZeKrtE0tCX2upCSUEhCIZimWd5/lbn9k+97JHaLWq0B02MkoClQa2xxFp6yW9lAn3hE/T5urUapXEbNUnxnilav8Tzo0irvIC5UT4oCqZB0p1OM6ZTqrIGkzH8J50yMi1JkAH9IJQtpNrYwVlZQi0XcUUgcZjRWizc29JKzM4Tno9oz26vYQzpnTKYO6exYVUoFDE1lMhggCy1KK1tfDTs9CXNmW3Ud7BoySZg+3udwckIoIhr1CtuNLfS1tSv3T8dxCIKAZrNJpmR0vS7TkY+maxQqBlkqKPkN6q3ytRkyFyF8H+f5MUmY5nVT4FG6vUapVsMf9Ghv76K+QcjmdRi4EXEmrq3vRBCQHB+j39ogDI8oGet4x0fE9iaqpi4826/d9zCle5YrrVbW15cWXclZl+P+lKSzxp12/kwPvQRvHFFfyz0c+/0+pVLpjawlzqKEREq2bhjaSyFzP1NdvRIU9lVg0vMRWW5R87re5FLm94d5k/Z1FqivgxdBhArsXBgmCCGZ9s7VtJW2fcUv84tifHaKFBmqplNpd8iGEQiJWjpnsM39hBuNxrX+r3MPZMU0MTY3rp5bsceov8dYsWi2d6kZOt5MqbhUj30JpMMh2aypppZKV1R1Ush8AJNdv7xUrHyQfyUIdc5QV5Rr/ZmlzHNisiyj2Wy+Mjx3kqQMkwwJhF5M6KU8XK9QsnSSKGR8dkpjbeOK9cWbQAjBYDDAMAzqr7AD+bpwNg3xvYSaVK/NH3ptxH7OcF5555WM2GP3mJJrUalWUYsG6WSM0/+Qxt0/vvib7rjL/nift8Iirl2iqWuLerd/sHftkPOg/4Lvf3LAr7WadNYKKM3boChMwwQ/yuiU9Lw+3bmFVBQ+9UK+UT6///X2X9De3r32nivCkOTgAL3TeaV1C+TXq26aaHYBz/Not9tX/sYJEwZuzMUzff7OUgjk/h6UK6gXXmsbeQaZFo1zYo6qEVkreJPJbLCmUa7X0fxuboEXORCMcKOEsa+iahqloo1umJRq9eXvSubkINIQdBuhlkhGPmGqQ7Pz0hwSGcfEh0cMwyFBq4RWKLBd2V4wb5NRgCZUMjJkQUM1tSVLtcBP+EnPZcs0qBeNKwO74XC4YLUvjt+nT/DORmSdOqLUZK1cRGQZ3f2n2Ct1dMugpNd5okrulnQ8z2P/6XPUSGIUi7RXN6jUSnkGgnOWHysAzQSxHL45//nELNKPx2xHZbjgnHDZPvfiIAByq7lyY+YHLWVulTInOBQaOamLC8GvgGpZ56qgPwBMp1PCMKQmBEoUEcUxE9dl7f599Oua02mMHO8x6QYU1jfQ0BaN9Mejx+iHHhTWKRX20eQqjY3NRbPzSddhp1lCT0VuJdsuEB8c5EPWcpl0HKKoKtqFRm//0KG1eT7km9vSGIbxUwtvnisqNUVjs7y5UDy9CeZq2SzLKJVKGJGKTLIb/byvw6l3SpiGSCQb5Y0r9i+BExN6CYalvZY1jpSSp+OntBKF5OgQp7TFblXwf56G/L+38r5R5mb4QYjQoChNtJKGat9c72SJSjqaEikqh5111gyboZdwt1PBefoDdK2MbtcwNjeXPrM7Gi6cMuZY2N8oSi6uEMv1gmT535puUGm2EI5DNh7DzDZKSonwBaQSc2cTvVnkMIyJhOBOwSI5OkbGEcbqKqo9a6bbddLSCi/CaMFMv4ivpYkuhOBf+9f+Nf7X//V/5eHDh7z99tt5Yu+nn/L555/z5//8n+dv/a2/9cb+dT9ruHjwgkefomkGrXffvdYjUAjBkycj1spm3ty8cJ2EXkIc5I3zYs1En09+uSZwaQatbl2Z/mSJyL0xpaRYvTloSsYxyYwtEngZspEb9GuGuvD7mYfRAVQ7qyRpiuu6qGaBcQwFQ2Ojnhckp5MQIeXi3zcer7HP48FjvrH7cJH6nQ484v09Ct96+48a6RdwFiU4WUbH0Km9onk+xwd7H1Axdug0qtQKBiJMySZR7j94wb5g2g8WwbXz5pkepxTLZfR2GyklH4+m3B/2kGoRfaWBd/JDutod7t9Zh3CKdHvEY8mPTZOVquRWfRcpJKOzPKRUSsnv/d7v8G51hepb9+h/8ANq73+LVJziui7F4i7lcpXBsUtr48IDOwkYfvSP0O0y1dvvLnxjHcdBVVUKhbxIjeP48se/CveMUqmCH6t0hyOYOtze3sLazqWInueRJMmVBU3k+zjDPuhjitUKqmpj29czkXKm2BlZmuRFgKYjZW6bUFtZPW8KCbGQVSahhUTF3N5mL4goaxotU8dPfH6vf8AvNHdQej0mQwVFeqhGgVa9hBm7mLduLd57EAyIoxTTK+XBsBcbaNMTjp0xfm2XWuhTkgJt/yOC+i1KhQRByn5cIcpU1pMR05rO7fW3CYOQg6ddtu52KBQKJGdeLtOa3WuyLCQMjxlGa9SLBkVdYXh8SGfnfL/+eYE/nRBMJ9TXNtBmTJCXBUj+PGF85mOXjKVQNciDu7zJiEKleoWZ7iUeZ94Zq6XVJUb4y+Bngo9e7OFoZb7Z/Qnt2++QVvPC88WowMO1C1L52Mc/3ier3MJ9ukfzrS0UNA76L9it5mwx13NJbDBt840LaSklbiYYJumVpralKhRUlaqqoI6eA5JpoqHG05ytpBlQ31ksQo/cI8paEfuwj2/bZIUC1VIRZzCgUK1SqFR5NHrEw8bD3DplMmW/21u8p6oorNUqJOUi7rSHkgaLB35V1/J7vqKCXsiZSheK9Wng0jt7RppYZGGWMyiShPIkobS9SvXhrZubsUFAcnIKyKXcCzj3BUVK6npMNOoShQGGaVFp1JcWf699zLOM5OQE0hS8M7zhlLR8i/LdbQrVvAbwE59T/xQVlZJRolO8qjQaDHJG/TzDwZ/GjM58ijUDvzgmvcDAr5k16nb9lfuWxhmTR3v4zpQwDpGE3Prud67Ni3kTdJ0QJKxUry5ehOeRnHXRdlaIolNKMj//M7vNtJ8v0qutc3/myzjzzhDTmI5xoUmj5CycpNvltNLBNnXWajZS5ASL0XTI+mbnpUFbl2vNkyjBVKA181xfSgMlZ8grhoaxXf7K6/jAyUN0ayuv3zy/CenFhnrDvtqMfQPMw8G3LJOyfrVp6wzChV+/bqpv5Os638b47ASRZdRW1lCFmlurwRWpdBiGTKdTOp3OsnWKlCQHB/k9YWPj+pykNCIaPOdI6FRbtxaWgN4kAvnVNdAvI3Pd3McU0FdWriUZXYSUEhkLhJewuGFfPA8V8p9P9/JsnlYHtbF6ZRsXWeBvQsD47HhKLCWVZgFNgdKwR6F0dcj8pojjmMlk8gfOpHzSdSkpCgWhfOHwPiAPEfV60H51NskkmuAfj1ld30S1dUQYMn7xPRoPfwNFyb+Lz44/Q1EV7ogKvShC6XYXNi7TXhe7XMG4eB4nAdPBU/7JYcCv3XsXw8zzlOZ4Pgx5d6uJ0zujNWOZf+wGvFMuLIbn49MTSo3GtWrS+OAAZP58fBVEljE4OqC+soYfRUgpqdfrucXDJCRKz4f5ZUunXb7KVk66XYTjYN6+fWWIHMQZfTcim5//IkU7/REdI8JubiE0A286JdXKqH6PaaKSmHWKhSKdzU00/ZoegBAw2c/9hAGMQt5IJx9cGmqC5gdomw+u2mJeg+ToiDQMeDw5JlFMVuqrbG7uLFl0zK9DZxSgqwaNVp1SzeJFEFHSVDrm1f2ce13X4xgRx2jVKt7ZGLXZJizZZEKyVrMRmaD7yWMq9Q7eZMjEyXDbFW5X66Qyxigo2IaBNx7ltd5lW84Z0xogq+2QoJEJSRqFZM4JWRbTTU64VV6jZBTzuUOvi5ytQdViEb3RQKIg0gQpIUkFwUydpSgK5dsPMGYDbCklyf5+HoR40U7rp4B5Y1rX9fPz9rPPKKkqBcvK1Xtra1f2zznYR00cLB2EWkPf3ODp+CnZwZR6dZ1iPSbxNMxCYeFu8MnzEffLFsaF4Uz05Anm7i6KYZA5uUJpbgMnMsHozKe1UcZ1XXzfp9VqvXIg+lVDSsmBc0AmM9qFNhXzqwuMdhyHMAzzvKZSmXSYX4daJc9rWgRthrOm8gV7nvm+ncb9hf0Ljk5drWKXjNzy2TTRO50blQzjcMzgbI90MmA7EsTpgOHuL3LbVPjtYYF/5e46pqaSuTFJmDDuD+lsrC4NOy5DxjHxixeoloJTqzJMUupBiHN0Qmd8RioC1HYRu5AP1EM/IPBzOzUUhWK5nNeqCwKRglaroJZLN/ZDgZnbQB0UhTSOcYcDpDy//5aaLZTBEBnHSCERXohINVTDQHuww4skoWFodEyD5OQEEQToK6toagRuF+rbS/ksc3wtTfQ5/ubf/Jv8T//T/8Tjx48BePDgAX/hL/wF/sJf+AtvuqmfSVw8eJVK5Uoxm42iXIqUCvaGPvfuNjAuNDP9aUzkJxTK5pVmxsswZ2/IC+yNy76Q3iQiDlI0Q6XaunlRmEu0jpBJQpZKomIbRdcXrHaAae+MLE1zFoZpE4YhdrlG100omBqb9QITP6HvRdztvLwoTOKMj188YntzldbM3zAZ+CR7z/NG+s/5YOXLYpykdOOUVfP1m+eQF6JZUmat1aFZMEn7Pqqto12a8IduQpoISnWT4dHhQnEQP32Kdf8+Ukp+/OQ5D0yN4u4uSdfHTz5l7DTo3NmhqAGDx0QTnY9tjUbF5nY9Z+SOTj3qK0WklHz/Jz9iNxWsfOt9Jj/+Mdl2Abtso+sbeF7OLJz2A+zyucdcMu0x+fR71Hcfoq+9tZjYRlGE7/vUajUURaFUKqGIDH8yyW+SirLkqwsQnD5H1XXSYouwUCYGVk0jHyCdddFVBX1zk8YNuQGQB0x541EeXGfnDzHL6pz7tV+AlHJxnRQqVaxiiUnvbPHAK1RruR/yzKNQeB6Jq6Jv73Kim5iKwoqV2+x8r/eMjl1lLYHnn4+paVNK67vYuoYZjLDunIdYvpi8YK24htdNqXYKy8oVIRD9z3lKiSwz2RIexuAMf+U9ynULw99n6kccTVPs8ZBgvc47t98ndBPGowmqlS88s7MAY+28SZ8kE7LM48W4zMPVClmaMj49fqks9ucJIssYHh9SrNYoznyZIW/2df0ut2q3vvr3jDOyaXylSMhSkTc35nK3eQ0l5fUEME1FqRhcN35VFEjjfNBaadnXN6hm3bQkdJEioNK+6gk7Z0HsVq9ncQG4acZJlJCMh2S+4F7vJ1jv/xqxHqAoOsfTAus1e8kKzHvyIwK5ixiMqTRNjGaTp/EL7q0+WISQVyoVLOtraPJEbh4Q7HWh2GbqumjFJqXVW1f+dBAMiHs9GonBtFKhVCoRTUboprUIqnzU/5SVqcVZllsHmKbCrWJ29fmmGVBsL0KcIA+MHicZ2WSEGPWoxhOa2gUfzFlxqSQOSnUTpb1LrGkchQnewSnBSZ96VWdLAUVT0FcvDPOkRK1WUSuV3HYhy/JC8UJD6yJTRlEUysUC3miIEk6pX5Ys17ZBNxFhmFtoiUsKAFVFX13FmWSITFCpq+jTF7kdQ+FqM8pLPPpBLslUUNgobyxshNI0ZTgcYmgWMsobJ6GX0NwoLe3TJJowjsaLZ0LLbi1Jzq+DyAS9gwFHP/4hlVqZnd0NzK2tG0MTX4WTSYCpqbTKV8/VzPVIu120nQ5x3KMYiPx4mKVFMzZLxY114SSaMAyH3K4tK4CkEERPnpC2OpykOvWiQeqOaNSa+OOUQtV4rRDO5360FFK+tO9Oni2gN21kMmtwXoaRM8retDGQpYJx16dQNl9LevwmWNTjmUAx1KXg7DfFQRiTSflSi5t5htHFwYNZ0K/9XBeb5/XVNZRUyZ8FF3w8L2I6nZJl2ZL0/mLz3Nzevv68zVIYPuMgkYjGrYWlHXw1DXQRRaRnZ/MduvoHF1Q1yWmPdBKioKKvdNDqNbSLoYLzqY5c/pFW1K+15ZJCIvpd5KSbv0f11tLgUakYjJwx8GYBpFkimPQD9KLO0AR/OiUKArY21q9t/L0J5p6+lUrl5qDmrwBSSj47dVi3DdSM1wofvhFuDxIvZ/+/Almc8PzFY+7eextFVZBCMP3sn1C8/00Mo0YmMn7vs99jrbRG06zgHx6SBiG7v/rH0PSc4COy7DzwM5yCe4abafxfB2P+5bfeATejsXb+7DoY+hREiNM9obq6Riwkz6OE+7ZBo15H13UCZ0qWJEtZYABpr0c2nebDp9dQ7ISuizce0tzcZjAYUCgU6AXnp+zl+uYyFhZfrwoqzZJZ6GO+ZVnucBZZBIMDsjTCnZygWwZRZZtyYwXLMpcuPwlUoiHtzDu/J9d38tpjvi9CMjx2aayW8gFuEpAdPiI87ZKYGmqlgqhs5oP9xXZnlmljn2joU9QEuhojyxbueq4MXCutoUsDd5gPGCpNm1QkCxVhvV5nmEkCIZbuR5APF5LxmIlt015fXwSY9n//E0pv38ORAiHIB8ZSsv/xUwrlOoZicHjSo1iSNKpFlGqRYrGIZVlIKXlx3McZj9FUdfk4SYHhnaIrGapZQq2uoqv58fOjlBP3FE3RaVgtJPLc7tP3ENMJNQsqlSr6+tpiQKQoCiLLcIY+WSrITo7zMOzd7XMLq9lO6JZFufHTsXuKoojpdLoIQp5MJgghqBWL5xYzur7EGg7cmGg8pRy/yK0D773HIBgRHg1pNOroRoFCsYw7HFCptpCRwr4UPFhdXk+En32G9TAnmwg/IfNTjNk9KvAiTg7PWN1q/YH7nmciY8/ZQ0Fhq7KFoX65+/3LMLeoUadTKrpO5qbIRKBoKuadNbSXfPYsFUz7Qf69VGMmyWTxOxknKOMpplQxFQNLNQmykEnqgIRKMKHdWkerNYmDEc+qD3hYsvm/nvX5F3ealAyNzEtIRyH96YCNt3ZvVLtKKfE/+AAZhhjr6xxnElVR0LwI0T1lZXcT8+4dfP8JpdIDJmenCCGwS6WldfaV7WYZ2WSCcJzluuLCdaK326iEEI6v30axheunJFE+2NJ0jYJQkIGPiCKyoYuiqXirFUaWzh0jw1AUkpGPECbG5hZqMgAprjz7vtYm+mAwWDCH9vf3+Wt/7a8RBAG/9Vu/xR//43/8Fa/+2cfFg1culXAGfTIvRs48s5SqgZ/mk+RF4NSM/R0HGXZJxypefcjOpQhv0lCWmSQbh+eZE5qCVrcW7HSAWqeA+hK5qZSS5PAQmaYIqRAU2iiKglXM/ZSSKMQZ9AGFWEoMu4BdrnIyCSlZOs2SyfO+x71OGf0V7/N47wVGUeX2St54S4YByfOnFH7hnWs/t5xJ7iMhMFQFQ8n/988Lez0Sgr0gpqZrrFpvdrM+GZ1wOByz075FM549kNuFK8cmSwTTQYBVTAmmk4XcKnr8GPPuXWQQ8OHeIW/tbmOViqT9gEg7Iz2dMGjf5U6nDKcfkcgWH7tdSo1V7rdze4ckzgimMVbJ4OnRHoV0ymaxReCc4Zo+a3d+BVUt0O12WV1dJUsFziBcMGK8oyfERx9Ruv9tplm+0JQiQ0liRsMR7XZr6aZp2gUK1eoVbyxn2CceHlO0LUR5hYHj4mQZGxckOL7n43oe1VkzUl9bo1Kv37iQyYvlEYVKBc2OSFMPRVEpFHYWxdJF+JMxgetgWBbVdj5tnXsOA5TqdaxiCUYvSI4OkYUVRlu3yaRc7OenkzMmsccvlNf4/veesGFOaX/jF5FRjOl0se7fX3y/j0ePud+4z/jMzwu0y42SYIQzPuVxXGAtdmhnArd2j0ort4tyxn1GvWPs48f0tu6yWtsi81Waa1Um03GezB6aGOvnzaooOkNIlYOJzYPVCmkcM+me0tp6NXvnZxnTfpc0TmisL8vfoyzi0Dnkbv3uzS9OgrwRO19G3fDAB8icDJmI8+a4rqCWVbJU4iaNnB3EJVnoa0AmImcvXnpaa3ULz4nJUkmt8+oFYppkhG6CMxwReR7Fah3zgrVHKlIG2hntcpNW4XwxOpkNAUuaSi30OPjsKe2kS+u7/y+ibIiqmgyCEpau0SgYufWCkMQnT5lGdQorJQrZGOv2bT7vfU5ZlLF0i2az+dXf68MJHP8o93Y1CnnwcHWdoRth2/bCw/MigjTg6NEPWWvdxVdVCrpG7Ps0NjYgSUlPTvh955CKvUqzrLJlzBpHZilvlN6Aud8oWbo4b9RaDb3RYJpm9ONzpvW2bWKoCsQeDJ7k51zjdt40sqrIUpvuiUtfA7uokp6d0VKVnGXfbqMIQTadLsKq0l4PEYZo1eqSfzGzBeBotuC1dJ3Ed0FIqu0OmqqAm/uwK6aJ3mzmz27dzj+rqjHpBYhMXLXkmB7n+9+6d6MdgJCCY/cYIef+yQqVpEnoR6hW7t+pqhqjE4/GWulG1nI/6OMlXv4ZNOuVlkRnLw7o96eYYchau4pVMDG2t994wH848ikYKraV4Sc+QZqz3SQSGQToQ5fKrW004VF2fFj9xtKxmJMszIJ+Re4eZREvJi+4W797JasgOTrCC0O6qgWFCpuNEiVLx5/mEt+bvMUBPvdCNizjWqZ12vVzO5FXNOJlkuW+15z3Qedhgjdh2g8QmaS2ktcti0Dvy+fGZXujm342g4JCudVGv9BUlkm2CFifM77eFH4m2Asitu2rrPSbEAcp/nRZQRf5I3RT5DkEQiEbR6i2hla9vpnd7/cpFApLDYX48BAZRRjb27mf53UYPqcXBHTtbbYNEx0FkQlEJvGdGE1TqXUKaKb6WpY0UkrSk5MFGxNFyVmLKytXrhMRpGSzYcv8W1JMFbVsghTE+/tk/VNU6aLOgtFncj5QFIx2e8GkywKBDC8M6hZeqgpaWZtZVIjcS1oKKK8idRsR6QijjURhPLOXaW130OzXq7UDJyZwE2rtApKMw6ND4kYb3TBRyEOuNy3jCz2jJpMJcRy/lu3Mm0JKyacnDpu2gaYob6yOWMLkKG+iVl/tD595CS9On3LnzsPFMfE++RHsNtif+IydMWmc8v7u+7kV6uPH9ByHjXfeQbVt0iTPqmhubOZ11XgfrAqO2eHvf/Yhv7zzEMuXtDbPa9IwyTg47dMxJfXVNaazQOQHpbzJOplMSJKE6dkJ9fVN6vU6mqaRTaekvR56q/Va1i2QrzOkkJSbLQ6OTwm1AoZusNMsvnTtO0fa75M5Dtbtl1ghznKVhFTI6rscp2LZ9WhygCpSUqVGnCgUCCEJKBkqK+XZPW02dHfMBgO9tFSSCimJPBfd8zEmcb4Wm7smzP5DtyysOEFMJxiF5Pz6LLYII5PJ6YBio0JlNT9uUgjcXpdwbw8hJHuKIDME1VqB9cIqxWode6a+uDisj1QNx7J5WLQRkwnpYJBb6cyaUoPBANu2KZVKyDSl98ETmu/f53gYEHoJK2WLStvG6XcxCwVsvcgnU59NVbL/+JCpN6F9+xaFRp21lww35lkO+cBmFuJc3wY9vx9Pogk9v8fd+t0rpMm+G+M4PvLsFEVKVNtm+63bqArEL14AYO7s4Dsp8SzX4qLqLAlD3PFwad2gKCqVdmehhP26Mbd4abfbJEnCeDym3W6jaVoecnp0lB8jXcfY2iJLBONuQNWO4OwznKqGq3WwowizqpIFq9QbZZyjE5Sqgd7oXAlgl2lK/Pw51v1c2SKijGwcklQUPM+jbNdIE7FwSXgdpMNh3nSFZfb2JSb3EmZ1hJSSw+AEgWSnsIFWKqG1219LrylzHNL+jDSiKKTVGl6WYpq50lamgnQ0Y6dXzaUaSmSCSS9A1RSq1/R78o8kSUVKLGKiLCLOYuzQpT4/BI1boOnI04/5uLjLNyol/t7zAd/eqlMz9ZyBfuzhFCLqa63FIGux/65H2uuS9vvIMMT+5jfRG42Fwt759CkFDVbeuQ+Kwqj/I4g7KKqSq+2+guddXpv2kIG/9HN9dfV8GOr28vXeLDcqzTKmowkUWqBbFHUbRSjEXQ+lUOO4VKBwa5NtLYFgtGCmG2sbqBsPlt7na2mif/jhh/zZP/tnOTg44P79+/yNv/E3+JN/8k/ieR6qquJ5Hv/L//K/8Of+3J97/SP1M4iLB090HQrlKkbVXjAlutMQZ+rQ1PMCMoky/HFMoWpgFW4u3tIkwZ+MkWI5wKK1vUup3niti1mmYrFQQEq0uoUzjhCZpFSzXhpmBTMZ9uEhSEmi2SRmfnKUGxa6qeGNR/iuw3Tq0N7YRCuUOZ0EVG2DSZCwWrMXQRI34aTbo+f1ePfW2/STFKfvkxwdYLx1G0XTr9zvbE3BVFRSKYmlJJ1J3K6zvZn/TFFg3TKwfkYZ7lJKngVRHlxQfHMWkB/6/ODFJ+xad1kvWXnz/JpJoRCSwZGDqkywy+WFJDXt9/NmSRDwKMp4eHsbU1WRiSAaDYlPP+Vs9X3urVRQ+o8RZptPnn+EvvYWb62d+1sOjz3Mgs7R5IiyIamMXITl4vkJm+//BgC9Xm+xUBgeewtPxsHH/4R4cop2+1cIXY9yqbwI0ooktGYP8Zceh8mYwHEolwwsImjs4qUZZ3HKnQvH1XVd0jSlVCzgDYdIKUhOT/EcF2N9g8KMpVSv169cZ4EzxZ9OKFSqFCplgmAfAE2vYJlXPRDPh05QX11fPDAuNtQrrRbacI/k4IDJrfcIKrUFI6Mb+nw0OuQ7zU0++MdPWDVGbP3SrxI5Ifb4COutPEsgTEO6fped6g7eOCJLxfVso9ELPh9M8L2Ah+UmQXFz0UgP4oz9vkPr6e8gdjsUizucnkFjLZccj4djCoFG9c755/T9Pby0iqDAatUmiSOm3S6trZ8/q5PcumVKpd2+YueQiITnk+c8aMwensEY/MHVjeg2VNbzxf8lXGRCAmhVa8lrftILkEKi6wplY5zbe1yGWSKTRbLRaLlxNPd7y4BEgK6i6MriPpBlgsm+h100MG0NRTfQW00Uy0SrmK9lceCOhsSBT7nZwrQLSCnxxjF9d8AoHtK2NznLYKVssdMs4j5/xvGjj6nf3qJz/3384SFKYuDGRYSUtMrWIlQuGvfpPh+z8vZtOHwGu7s8PXtKvVhns7P5yn17LUTO+aLI6+cNXLMEG78A+gUfxn6fcrl87UBNxDGffPwP2dz+RYQCBAGFWg19MkXEMfuqTpceDwydFbu8YGnfBJmm+TN2BmNz85XMZyklB2FMKvNm7LplUlSVvJlu1/P38/J7ThSk+IFO9dZthjLDSQXpYIAVBqwbGlq9vtQ0SIdDsvEYrVZDv0ah4/s+vu8jpURLE5CCanvlqk9wEhCcHBD5MZWmdXNTTqQw3suZ+HYtP58VLf9ezFJ+PSnn5/DgxMG1RmhWrjyaTqasFFZYaa8wPPYoNaxX+qIHacCZl7NlTc1kvXS9lNobj/LBoJuR+BG1NKRSs6/1dYbzRv1lRdTZJKZVLLNerWHrNqpyHtLmTQdMTvZJVgokcR/Tj6F9b2m7FbNCSVbxJ9EVVeHcx3KttLZg2s8ZZbYQGJMJ1r17HE1CwiTjdruMpipM+wFpIqi1zxfwUko+8ULuFs4DNBdfU5DbwukrN3vuvwrZNEbE2TnrbuZVHocp074P0kG78NUVa3V0u4gbpkzD5NzOgOt76Jqq0C5bFC5lCEkhcIYDsjRZ/LGUUGm2MGw7368ozX3dv0CD8SCMiWd+mm+yyA6cKf5kglmqk/oK0olBV1FnTHVFUdBm93BVU5BSMBgOqNcaiCRf6IvxiGw8Ql/fQLkh5Fzx+0TTMw5jmwYazYKJqimoar7tyEuQQmKVDNJEkKUCaeTnuXKJjSuThGTGNC+VNQq7W6jXqIKklGTDc0KPamloJT1fwKbhlb8HwCyReCD8ALVYwFjLB10yy0hPT5FZtrQY0BqNRYMNQEQpmZMskdf1uoXiHedNWKOYBxzPBnJCSobHI6S1Qr3ZAUXJhxevGBBNej6KkjctRqfHmHaBUr2xCLmWcplE3zK011KUzm0VVFWl2Xwzy6yXbfOTkylblomuqV/Opqf/JFcOlW5Wbs6RDkO6UY9Kq07FrODGLk9//D3CkodmbbNir9CqnzNLk7Mug7096nfvYM+eO/2ZXznDZ/lwuHGLiZ/wg4PPWS13WFdK1FYLS8+Wj5+fslmE+uoavTjBz66ym/v7L2ht7+YN3G43D7Urlans7rx2XsTo9DhXmqYqx90Bq6srbDVe3x4n3ttDLZVQmw3c4YAsPR+QIyXqdB+kYGjUGBtVVEVDU2BFAwNQogk4Z3QjizDKqJTLuU1N7nyAE2aMZ6GFBV2lXVDRDDMnHc3WIAuPYdVmkumI2vl5L8nXzIVLz4Hk+Bjh+xhbO4w+f4SmBdTXWlds3qSUTLpBbiubDCFJkPUap5pD6DqYiUrDqs8/LpVWC4HCaDDgs6NT3mo3Wbt968pxcxyHJEloNBqMn58x3Juw9ou38JT8ip/bpz1/cYSfZCiZxjM95L0VA5EJBk9PKGsGpmbSurtDpVh79T1b5tk4pHH+GYtNhBQ8Gz9beu5eh8TzOfje9xFRhHrvPmq7Q6NkUpv1fi5agCmqcm0mihAZTr+HyM57QZX2ytJQ+KuGlJJ+v7/wHh8OhyiKsnRfmjfUAbBtHFGmqEZoaUBX7JFMUtYbDWJTJ+6vUd6poJu54io2SmjFMqsX7O7moZDmbk6qHPWHiHFM8+5qPlSfRCiKcqOSK50FQ85x+fnwujj1TvFTn+3K9oJ5fl1gpWKa19rcvA6S09OFPYs6s9C9jHkdN2+mA2STKK+hFAUnyVBng+/X3gdvAH4/JwtdtGUcPudTqjyoN/hH+yPeXa/StgziUw8xjUg38mM+tx4TXm4dCHkQqAwC9LW1hZLsuR9RCnyGn++x/s0H1CpFhMg4evJ7VBv3qXW+XEj360BKSXp2hhz3IMxVzHq7hbp2/3xNJiU4p8jYYzIYIDKBCthBhAgEzjiiXy+ztdOkNgujTp0A/dZykPbX0kT/U3/qT6HrOv/Bf/Af8Nf/+l/nt3/7t/nN3/xN/tpf+2sA/Nv/9r/ND37wA/7pP/2nb3JcfuZw8eAVbTv3UZ5h4OYN7I2VJoVKNZdbqMpLrVVeBiEE/f0X+NPx4md2qYJVKqEbJuXmzTKgy2FLkYRESOzy68l7L07LQruJUHRMW6dUt0iShL2Pn+L5HuVKFbO2wsiPiVJBq2TRurR9KSEWgrMov+GFYcRe9wW/cucB2+t1sklE8uIZhW/e/8JS6qV9l5LjKCGZLcLmR6ikqaxYBlEULaRlwFKIxUUoswnlq6AoCpVK5crE7jochzFOli/AjC+wOBVC8A9/+LtsV97h3t3mjQnJWSY4e97DMAPaWzsLppAIAuL9fRRV5Vm9xZ1WfTFsiM88vME/Q678IqllsRIfIYpNPvvwn5Ft/RLvbpzf+AMnZtINcApDGsUC6dkzrDggTpu0330XTdeZTCYYhkGxWMSfxrn9kCl58g//vxiGTu3er2Ca1pKP+GQywTTNlxa3ke/hDocUqlWKRRtGe9B5QJgJ9sOYB6XzB7XrumRZdqOX8vTRI4LJGLXZwIljCtUaVrFEo7E8uJo3XIu1GoVKlSSZEsf59WHbG2ja8oJ2LteWQlCqN3IW+vw9+z3SOGeCFYb7OJ7P+K3vcLecF+VBJvgnvT3u2TanP+zSNCZs/9Ifw59EFMYHOSNd1+n6XQzVoGE3iIMUZxhe9UkHSCMmex/xvN+j1n5IrbiyaKTHqeDJ0Yjm5CnqWol6YuCHGtnMKy+LU5gktO6vo8+YEa77iF6wzlqtRMHUSMKQ6aBHa/Pno5EeBz7OcHCtBziACEY8Pv0BDyoXfKatKpRf7RUJkLm5/QHMPHkvXKOBGxO6yWxRbl+rEkpOTpBRhBSQjRxUJUS/+KA2CnkTUlFQTA3FUJGpQCYCmc0yMkQezjfvPskkIR0MIM1AOb+n6Z0VFNN8qe+cOx6RxhGlegPDspBCsh/FDPwTNuwClZGCd3LGyB1hbN1jpd1EtUaY1QqRUceJkqUFZ+iEnH7wEdu/9os4n35C3GrhaxHlSpl24Wpx+dqY2SYhZW4xEo6g0MyPQamzyFo4/3NJr9ejXq9f6x2dTac8evEDmqtvIwMfK0kpzfxGe+0VfOeEctqlWNumXrv53JdSEn76HBlnoGkYlwtxBaLAx3cmi26QcuF3+UbO/7wrBbGtoajQThyKqZOzS+bbTAK8o0MUVWFlu4PRuYOn6JxFKelkjO26rOpqLimfFcHpaEQ2GqFVq9cW+PPQPiEEkTOlYJlUmm0M2yYOU9xRRLFqYpde8/ntnObMr/b9vLEee5D4ecNNSnw3IQmzGduGRTMtkxkHfp9RYuRWWbHBVnWTyiuyWeaIsohT7xQAXdVZL60vmtxwrkBqbGzSO+vjjkOqukFZ+qRqSr+QolbKSClpF9o3LqgPhj5lS782fP3cI71N7DynSA0a57ZYF61p0lgQjFPqhRobG+fMqEPnEB0dLdSWFl1SCOJnz9BmDMtnfQ9TU9lu5tffpBeQpQK7bfEsjHm7XECbDy3SlMj3SAY+aCr6heauUShgmF+8ISelJJvEnD0+JksjfFPF3FxB1Y2lBrmqKJQtnYqtv5LdmWSCoRcTxOfNhovW2XkGgY2pq/kA41J4VaFYQ4vz97jsP/4qJELmwaMKr2ym54qts5mNXp10kK8L9EvrAikkIpMIIfFcD9f1aNSbaJqKrmVkx0do9fpi2CWCgHS2sAUg9pHOKYdqCa3SYWd9FfWSsmY6CNANbakxIYVAhiGZ4yKj/PpLJ1PEdIKi6+hrayAhVArIYmXpQCuZoECC4nXR69ryMVTUXJ1ivPranF8TAObO9rV+rgum4YWaXF9fXzT1F2ueGXVXCcdoloNiFqG2lTfnT05IB/tMx0M0TaFsVRF6BzQdJKhFDdW8dN4pCmkqCKhQWq0iMp/AmV5b70gpGSQZTppd/R3QNnWql1QMaZoyGo2wbZtKpXLlda+LeQN927bQVOWNGuhCCJS5yjecwvQImndvHAjHWUzX7yLCFJwMrxDhqwENs4EzddC7Y1Y3yghjHcMoLNsQpSmTH/yApN2mczdX+Q2Pj6jaEj11oXUXNIORF/NscEIUwTu1DsWqubCBBHhx0kdPArZ2tjkMYwxFuaLoza+7CloQkE2mKKaJuZUP6T3PIwhySwTTNK899lII+of72M0VHp8MqBct7mxeHajehNh1GX3wAcbWBoptoygq5WYrH0JLCcNn9JKMaWkD33Eoy4z6xfueFKjj50izwlgUaHRWqNaWyT4iyxBBgBiPIcvw44y+EyJEhhb7VE11wcYNnARFAbuso6oalc0tjFYLNI2TKCG6QFLbtHMiWjhw6f/oQ6qbDSoPH+afa/KYzMstP9y4QKZWqbasC9e/JBuMEY6HUioS1i0m0QSkpGm30JIy6XEfGUVom1scqCYlRdKYXRtzxUDoJUyGLo4z5faDLfyjfV6MHGp36jw+9QiSlEZJp1m20KMANQVTrqCsVti0LcbOmDiLMS2D3tN9gshFtXWqW1cDzWtWjZp1aT3g9XMCjWFDbYsT92RhWXMZwvNITk7Q19bRyiWyyYR0OGTsJ/jV5mJAWbJ0OhWLLBM4/TzPrlC5uXaSUuL0e4uhsG5aVFpfok5+CaIoWlgV67rOaDSiWCxeyXEQvk/a7eKMEzRdoVizeFEO0J4N2dICsp0mUn2LJMqorxZxR0P2jvts7OzQqJyvldPhEBHHjBSFWq2GZVokpx7GahFFU5n2A8yCjl0ylmyIISeg3KjCeg2MwzHDcMhaaY2i8eqBmIgi0tPTvLcynDKIM9R259yi5xKywfC8cd5qLZ5TumFQKBTQVJV2xaJ8Sa13uZnuT2NCJ6JsaDnnxLze8m0JYT50o9jM85Uuwu3yPEjoNFb54GjK/dUyHUUlfjbJw+KbJtPplFarRXJ2hvA81GIRY21tMQy4mNP21A9RDo5JYsH9b9xFVRUm3TNc5xmru++j618ii+N1kSUwepH/t12Dcn6PTs7OkPNw4EvWRHOkccy0n9ceRibQnYTjkwFxvcrdrQbm6nLmCnxNTfR2u83f//t/n/feew/XdalWq/z+7/8+v/RLvwTAZ599xne/+13G4/HrbvJnEhcPnpomlBq55Lzr5CyM1apNFKS4o5Bap3CjhPaLIg+FdEnjGH8yolRvLFhhxVp9qVl3Edk0QkQZkZcQ6ypWxbwiF74J48/2iP2IVGikhTqqprB2t4ZuaAwHfYanp9RqNQJMzlKDkqXzznqV0yhnBgCYl6SPUkp++OhjanqddrWJmETEx4eYd3ewq4Wvzh9TSjzPI4wivEzQTzNMw6RYKqEruUz+y0p2hBA4jkN6kV0ACyka5J633Thl3TKuFNGv/T5Rxo8/+oC02uFX7t/sRZ0lguPHh1RaJvXV84e9lBLve/8Ec2eb580Ou7a5YKBlbsz06APKzVu8EEXua2ekxSaPP/8A2XyPt7fPF/BCSJ7/uAdbLu1imenxJ9SDAokwKdy7R6Fcwfd9kiTJ5UlS0j9ymIxe4HzyD7jzi79G7f4vX9nvMAwJw/BK6KfMBNkkBiEZd8/QTZNyvZEXoYPPof2QVEiehxH3i+cPaM/3c3/FSmWpKaVWzKUAHGAm3QmJLJNYChxniqJq1FZWlxYA3nhE6LqUm83FtRYERwgRoaoGtr115XyaM3pNu7DkyZgHlOZhNdnexwxXNnjr4bdAVRFS8vvDHjIYYDyOaFgem9/6FdxRTMk9xrx9C9U0eTZ+xk51B13VkVIyPPEo161rA4anR5/jPPsho/VvU7babK2W0M08UOfT512awQHq7S1KromZ9LFsFc9exZ8GOKcjqjst2rMQWtf9jGNvaxESGYcB7nCYS3F/RpH7uJ/kwTfzIjSc5oFZM0gpeRT2eLj53Te6L0gpSQd5A0IrGVc8XOfN8+uGmHNLLREnCCfLQ2GsPERaq5pXmzuRC+7Z8jYqW4yH+f3nZRZeMhV5tsbM1ijt9SBNUKs6Cnn42+XGyxzTXpcjP4B6k9txiOK6BGlIN35O5psUbv8xtuqCwD8l9upEicVZf0SnKCjW8vus78SMHz2i9vAW3v4+pfUNZMXAiz1WSxeKlWvsGjTdoNxsLts5SZkXTyLNi8ZyB+ZWF/VdlqiuF5BlGb1ej06nc63iJTk742h6iJdo1NyIZrOF2WwyKVcZDPbYUFLiSo1UUVkpLi+q582cbOqSDUdIRWLf30Ur5c/bJI5w+v3zj6comHaB4qXF8dJnDCcLJYRMJJmXgYTjVBJmKXhdVop1yqUSWllDMQvEeoOzvT5mdoqpi3w7hTq+Uca1SyhhSDEI6OhqHjiqafnCbzBALZevZV9Dfp92XRd3OCB1BY3VVVqbX4BJmaUweAyllQXbUUrJ6MSnUDEoVG6oAbIEnBN8d4rju4wSHymgWDVQK6tsNu4tNcZvQpIlnHqnudXKrCtoqAYts8n09JT62jpoKp8cfoI3iqiV6+xoJUxyOwtz+/pmH+S2NC8GEwxdULRyBYGh5ow4UzVRwojk9BRtZ5Vo8GNK5YcvZXz23D7d0xFhEGKUJc1ik0QkpFbKnfodtEsWZ2mvRzYLrotSwcHQw4g8aoagGyUMRiEbmk6laaPOhnwKCrqvobcKVwLi4iAgTeJzNiMsse8VFErN5rWN9m5vxPFhl9CJaWyvYldLrBYMNC+/XymqspTt81UhE5KTSUAyb6oyY1zOpP1z+xgJKK6kVGtgNGyUN6jZMyl55kcos2a6euH6zc/lY1RNo766RjoIkJm8UTk4x3g8Rpk1FeA89FBfWyM9Ps7/SFFQ7AL6SgdFShg8oSt1xqUN7hQs9Gu2Pzpz0cwJujW3l7mq5Uy7PUQUo1UraLU6INH1CobRREwmZJMJhA5Zf5iroMoFkloTWV5bbM8uG68/TLu8B3Lu856hNxsvtdq4bC8jpURvNtFqtZnCZkLmpJBGEPTRKjrGW7+MOmPwp2nKaDjEDM6ozQgMWagjrPy+N7fHVBQlb8D3B3i9CXGYUa7rTHvdXMVWq+fP7FfUC1JK+kmKeyF4cg5FgVqWkgb+F/JLFyJvoO8WLNQLDfS8VnPz8OiXYLHvk8P8+VlZWxCIpJT0wh6xiBfEIlMx2FbWsCslRFnh8dljVs1VNE0jOTkh0EfYtW06na0rXvT+D3/IyDDYfPfd/N/9U5gcUFy/u2BLDr2YvjflsD/kl1e3MK3lQHR36vLs8JRbD25zFiWsXJMnFbgOwZPHlKqNV55LYRjief9/9v6zR5Ys3e/FfrHCZ2Skz7Lbt5me6TkzZ4bH0OBekby4uCIgCNI7veUn44cgIBEQRFAQSB0eP67ttuUrfWZ4s9bSi8jKqtqmu2cOD3R1xQdo1EZ1ZlTEioi1nvU8f5M0Bc2tdFKZZ8xO3jCRDkm04ZPDAbZlNgwGIXD8Fo7fekd2I5rPqIoCFUWIOKL3i3+CqmuyeEO91ec1NheclCV1+5CB49CzrMb09O78GV1BvqbuPmW+XDYmuUXR5GxvhQhDzF4PwzTRWpOuV5R5RpTXrNOqWX9ySb/n7fYGsqpIrq+oN2u4M0e2ul0MYTLxAjapojASnj7psudZVOcXCM+j9eDH1LlHuikJ/QRbbZtbW6mIu3FjLmyYAvvRIy5XJ6xe/x3WIORo9AxhQLpec5bmmOaQIzcgihqmpeUZrFhg2Vaz9vkh5osN9fABT571SQqJELC3Lcw2AKsla9Vm7yikbZnMZjO63e4O5FZFOauTRqLE2+vQ2eY5q3zFptw0z/xW/9y3/Mb0vEwbOTpg0x5ync34qPfRLs8o37wB09o1aN6O6uoKlWYYjk023GN5x1ck9Cxa2qBIazD4XqRxVeTEi/kuP+6M9v6bS79sNhuKomA4HO7ejU6n815vovhsSvzqDE/GXAzahN0O+/YUMBCtp6yTFp2xj2UL/v6333I0CNg/bsapLEsm33zD/tER9hb1fiMjZ/Y9hGOyeH6FW0dYroVzfIzxDyicQ6N7/nrzmq7b/U7QTlVVLFdrLtZF8zwYRtNoNQX7gy5j36K+umqee60xB4NGy3tb47T39hDv0TUvioIkSVBKMU8q0morBY2Bbdv4rRZd36Ztw/mrCa3Q5+D49jxVKZFbA1vhWZh38+Qqb5iebuf9ElxlwmR5SeQdMdsUHA1b7C9KVFLhftzDMAXX19f08xwt1c4MXJclxevX2AcH99D+36xjii+fM3r0kMOjYQM2jDbYQU6rffBeL7n/ppEumn2RMBt5y+94b3RVUV1c3DIj70q/bCOLNmTRBl1LzE3K+bKk6zs8+JMf3/vcP0oRXQjB1dUVe9sJKQxDfvWrX/Fsa4h3fX3N0dERUr7bof//pbg7eEvbpWuZVLncuUavrlMsR/zDdOh+YDTUoBn1NkGqywL7ziTnh92dFtnd78hVQZFU5FGJNfTp7rXec9yGcgQQ9F1sx2xMUbb6WKkOMIL2LmFeLBaUWcaqrnmzSLgqLf4PP3/C6DuMmABeXpxSViWfPf6IepVTnZ3A4QFFfWdRMKAzfA9qU1YNYkK9+0xleUGWNx2olt/Cc9+deCsNV0W52wr2bYvQFFsNwKOdJtofGlmWsYwTzsqajik48JydUebvE1pr6lnG5fqKFyrlX37y+QePUZWSsy9fsf90fA9lq5Ui+o//EeeXv+SV4/PEd3fUPa000bdfYVo1i/5HjIoznN4e37z8NY7zjKPHhzvKdFVILr5dkY8XjFuabDJjUI+o4g08ekRnvEdZlkRR1HQyi4Iv/uo32HpFf/I7hj//3zfj+g6FTbFcrRpTy7RCFw2VV9NsspWjSVZzwr0DrJui1+zbBi3jeXzjt/m8296Ny4cQ6FppVFyiy7c2MpaB2XWpJxNUkmCNx2jPY3l1QRRFGEKw9+ARwfZ9ihdzijSlMx5jbzdlSpXkefN+OE4f2+7f+xNFmpKsGppc7+C+/na6XrF6+YLzyQm//MXnmONGT+zrOOVs+ob28zkP90M6Dx5TZBZBetkkFL7P89VzPul/sjvWjR/C+/Tkouk55fP/StJ/xpX7iJ8fdXDdpgD/1csrwuIS+/Ex1ipgcOBjLF+BVlTOIfOrFWtSRqMR/X7IKnrFqjxudPO315duVvQPjt77bP5/K7TWrK4uQEl6bnn/3XHDXdca4OvF13zc+/idotQHj12rxl3dAGvgvyOTkicV6abEb79bFJRxTPz6lHyRIfb3MGwLo2vvNqqGYeC6Lp7nfVDaqK4k0SzHiC/p9rgtznyPrMi9a7jjrVHPt+igtolhmU3n3jTZVDWnZxeMZIWxnGMYCaPHDzCE4HJZ81We4vOKR+2naN0hSXOuo4KPjkeYtkcWVUSLjPnpG/ae9QmUIjg8pLIF1+k1n4w/wff97zR/q6vq1n29ruDi75rieXhAezDEHj1tEEPfEzdom/EHCh/lyQlX2ZyTFy/46aPP6Hz6KaVp8WbyhgEl49FjUhSzbMajzq0fQL0qGu3l6RTDlli9sJlHtGY9ud5JtVmO+y6LTOummVO8R9MRGtkWv/9e2aCbuJy+IclLpNhj36gJsiVoSRbXVBL6Dx1EuYZ8Q5rXFN4BsddnXlTIyYS9Xp/D8RBrNGo0Y2fzRspk/91ierTIqUsJTkm0nKNlzf7Rg3fyjR8U0TXkKxL7MUXWIJfE71FQXSwWlHmNo1uEwZKL5SuqoqAqSrRUOOERg+DgncKlZTs4vo/j+TtUWilLptmURbbg6uIVbqvN470GLbnZbMjiAsds4dgmbr5AK4Xhudjj+2NkYGCbNrOopuv5DAKPSlaUqqSUZZOH5Rn11RXmo0OSi7/E8H+CFvY9c0VTmAy8wU4DPQgC8rVimswwuxLDamRlnnaf3tsQpps1+WZDdXbaoNLDkMoK+FUq+aTn86Tj35OUCjsOOiob+ZY/AFSglSJeLqjLglIqJpuCMk0whCBwuxwejD/IyNRKI5e3UiBW3/tBclO//0lqtKq5WmwoyhJteWA69Hyb0DGI5lPUpsKQBt0nh5jfIb/4diiteZVtNdcNg366oc5y+odH6KTeGbN+V4H+hhkThiG+7yM3G4oXLxCtAOE6GLaNdXQ/b2B1yjSNWHWesO+5O4BGUUyQ8lYvdD3NaHVcgnAfy7q/sY/yiutXZ6gsx97fe0cmpq5jqvgEihhdKLRycffH7Pdt3CqA9X0ZsiroU6nbsftDi+r1fN6gh7fFtx0Ap6oaNOKuyAv1aomOY2SaotMUs9ttGoGHh4htQbpepOjFKSiFefgIEW6lRbY6wI6zlV3YFsu0hJp92MpMmgNvtzavrlNs16IuFggp8d5CnpvD0T3j5u8LpTVXWyRwGkWUZUHY62OaJqFlMnI+XCS7QaA/9hsTxVLf14ltt9vfb8xdZbB41TBinIBa1bzenLKsFJVWDPw9PKsZR70pIa9J7JLpcsY0mTJ2BjiOjVpv6I4lwf6PEWYLWxgcOPauqVOenLC8uKDz85/j+z5q/orl1RXDz//Z7lTmcUFclnw9OeFPR09xLPMeqr7MUv7m21NGHz0mtEwO3kKfq6KgPD9ndXnB/p//0w82Om8ij2OyaL3bk+R5znq5ZLpYo8MRHz8YcXCwf695r5SkTDOKNEEpSbJYUG8RskGvj1iv0VphblGMpmXjhyFFOuM6iaFzyJOws2MB3Ysibva1wZhY2iQvX9HvNoUao9XaNWyUlM2c9Zaxt4FBq9vF8Zt9fV1JVtcZVSDIaoUpDB4N3j/Pa6WI5jOS2WvWl2dYdk2/e8RGtplVFWa/jy0l/qsL3P0h3UcHhINRs37uAA2yMU3v3N8H6KpqTAiLkuCf/jnKFJzFZztZwnbeZ13NOctXhPKkeeeEw4+e/E+8mkbkWYZRpfQDD3lyjf/kCfvHIyZRea+QXpUFq5NzLr0Bf3Tc7Levr6/ZfwtRqrUmv1o38puGQWu/R3t0v5F9Y3p+I9lmIjgqG7DMS50xFCP8RYLz+PF7Za7eGd+ypNxKoljjpkC5zioWybYRKDVmJul41nei0+9ew2Y6QW1zy+54/x+sOS3rmjyOKNKE1aphhrfbbTbRhrqqcV2XVtC6J2NXJTXR8xlKnTIxHY4ocB/1cO0uvoBSd7H6x7T7Lr99M+NAJBiOC5bNcDikePUK++DgXlEz++oMdI497rEuPHoHre/17qiVZlLeMirejnk2Ja0SjsPHCMNAGDCwLdqmII5jiqLgfF2gtMY0LTphm4eDoPEC+kBoKRuPj9UKTBMzDBGeh334+0uY3DQsVlHJ+VVCu+/hejZ1WfBw1GHQ7937vMprZNQ8O6KeYroSBs/ef3ClWF78jl+rI/YCl7Y2GM1yrL0W9sBH1TXnv/o1g26H1pMnu3mz2tZE3vZy+NtXZ4jrBT/65U/wHYvl5TmO30K4Kabp4zj/bSTK3hvxtDEU9Xo/mCH+dtxFqb+voL4+O6W4OCevJI/+xb+49//+0Yro19fXjMfNBYVhyK9//Wuebgf+f4tF9DAM+XaZsqxqBr5NNM8Jhx6WZX6QuvePGY0e87yhfAgT23Ubo6ZtdMZ7mNYdsyWlyScpySJHmAJ77CGr5paHA2+nnfm+qBcL5HpNnklOgiHSMGh1LVp5Si9oocuS//zlGf2Ww89+9Bi/9WFK5yJa8fLihD/+6HOIa+qLM+wHtwYjWmk2swwdXUFdNjXunoVh2dA53nW+y7Jks2k6yW8bMf2QmJYVUa1ASZzkiiNLc28E3iq4fVdcFRWxbNx+bzT66rpmvV7vEB6O43znCwggo0YaIrUr/vr6W/786R+/Q/+5iTwtOP/qJY9++uweokGuVmS//S3Rjz8n8X0+eot+vPnyCwyR4338x5y9/JJHD4755tVvCLxnhPvjHSU9TyoWsw3X+Sse7ruYZRdHO9RffU317Cmjh49QSjGZTOi7Dmd//3dUlSKsN/h6Te9f/V/ei3JVUnH19SmjUZOMmYGNuKNzu55cN/IXdwsVs2+h+wBsn9/NlnyURojtuN4g0MNuF/vw8HuTaNgidFfFTtuyms8xRIG9N8LsdlFScvXmNXmegSF49PEnWLbNZjqhKgp6B4f30ABlOafaOmb7/kPEHZdvJSWr64YKGY7G9+5VkSb83V/8BR+1SrqPn+AcfMZJXvLN5SXul1/ys59+jnRsZN0mrGbY4xG5J1gXa47aR3eOUxEvC/qHwTsFqfj6FfnlCR2h+VXwE/b3Qh6Fzfv59fNzvGqC++AIN2nTPwh2ybFMSrQzZmE0z3G7bVJbGtfep+9bCNOkzHPyKKJ/+L+OQvrm9FuqzZT+eISwXeg9+mC3+vnyOY87j7HN79/w3zS2DMPAHL6ra3gjcWHaUBv3NWHVeo28XGAIl9bjBwQH3fcWj5VSlGVJnuf31k2tNfGibHSBTYNw6NHpdG4L7Vo3plxyi3axnKao/gOLYzdFLZkkpF9/w2sL2jrl8WGIszciT1M2ssX5ySnZZsXGc/j4YY/O8GPOkjN6rRGl7PHZQQetNdcXM5J1jixSnh2bxNegwj6VI7jOr/jpkx9RFAVZln1QPsvzPFo6w4guGxS+MOHhn4PT2o7HnLq6g7bTmqA/eEfrPkkSiqL4oAZt8ptfc3Z5xpVd8D/+y/8ThmFwsZ6Tb655tv8EnBZSSV6sX/Bp/9NGuiffNvzSOVpWjVyL798rnHfG+/fRQsmsQZffjfdIzvzeUSawfMNl8IBUNPP2oevgVor16w1aa8Khh1AlLF8i9BLhCLTpcZZbTCsXFaf0DHj8s58hdINOFUELe39/1xRq99171PqiKJhcnFNmKXuHR4T9H55A16VkM0kI5Anu6OBd+ulb8b77Xdc1q9WaOoH9xyP8dhvH8zFNk3TxktmWeg6A10W7HVRdU+c5Vm3QdtpYhsUsnZLJnK7TpeN2yDYb6rIgHN0m6pv1hrIoMaRDu9tnMGqht9J31mj4ji7n2TKl5TQm7EmSkOe384EuS6rzC/yPH2Ms/jOdp//He3NJJSum2ZRa3We5AejIomN2EYHim8mvWUVzjttHHASHtO4AKKqrKxZRwvLwiE8Dj1lUsMlrHvR9PNukXudsrjOMjkPvD9BAV0pzvspu/WrymK5RorVLkVa4vt7lkq7fotXtffBYd7W1DbaFyx9yPnf9D94XN2NqmGA6Ddq2zkFVbLKKTV435QCt6fgW8nqFLhXCF/QeHWP0Hvyg+bNIE1bzOctWG5E3qNBO6HLQeXeNuBtVVTGfzxmPxwghSP/iL8CycJ88wRq/Z5OYLpguL1i3DtkPe7hqzSa7JKoipFJY9hBh+iitWF9nhEOPuNRERcNgwWiQljKK8IqEZ0+f0esf3G8eby4aBCagRBdZB5jthmWVV5LJJqcoZ0jZPM9KVdQyJ8xrBsZNYU9TZJoyvzEKhlbXRAiBZfmYZoi4YQ69h30ETZGiurxsUICdEGswxLBt5GqJjGMwDMxuFzMM0UVxp7iuqaczKIvdM2DtH2CYAnl9joFAHD3DPhhhWIKiKIii6DYvV6pB9SnZFOr1ARiiWfMHHmUhSVYFplVQFwmD41sWYj2dotJ0dy43jawfElJK8jxnMpk0BdIgJKIxHBTCaJgNvr8zpP+711OGqsYUglbXodfrfWcz+v7gajbTF8wkGN2HzNJrcplhGhYPwgeMnVudbJlUFKuUZbEhUwW1qonNmI+HH9PpdJCzGVH2Atl6hBBNQbNUisR2MR0XdX2FevmC+NPP6LddetkldW4xfHprRDqPC9Ky5neTV/zZ8Ckm4p4pepql/JeX5xwcHfLT/v2G7Q2LynAcNloyPH6/MXSexGSb27XXDdr3AEfJesVvn58xHPXpt70doOGu0fmNxMZN4TwcjXZ5fPHqVSO7dIfBGsVLrldXBOE+h90PrI1KwfxbtHCpokba0rQsgkePSOPNO++GECbtwfA7Ucg3DMj+we1euJaK02WG0ppR4NLdItPrOqIoppTTlFQH7D98iGVZt4wdrdl8ewGORz5sITcRlmEwGnYRnnuL8HRc2oGLccOWDA/QhtMgWQ8PMYKA6KtXVEmBGI4QQRttKt7I5yR1AoaN1/qEPVzyLCOd/Y69tgPCoDM6QOsh6WIByxI17mC7JtdRgSUMhkFT8LUti8uvXrAe7PGTw949YNf7QmtNerkgWa4wAG/QJTx8Nw+pVc1lfIlGU778HZtixvjxT3l48IsP3oMPRSOVkSJcB/v4FsG+SkuWaUURV1RZzWHPY3gQfOf6cXMNm+l1o6VuGHT37jd+bkIpSTy/4xkC954tIUz8TgfbbdasLMuI45hut4vjODufHMuy6PV6DTJ6VWCNfWbfXBMXp6z6D/l8/iWRU+K4HyEtRTG/Ii9tgoeP+OZixsiW2Cj2nn5E0O2Tf/019oMH5L/9HbquMYcDqG0MS2B4BsvrjN5+C2009RW1ZdMaogGcJEqzUpqeZeKaAmsw2BVG87rgOr1m4PVp2808XBQFUZqwkZqLqMAwbTzHYdRxMe/MGwPH4lPfxX6rgF/P58jNBkOId0zoVZ43KHVoJByPj3+wSX2yLqjyBkwCjS9AXhS8mUWkSUzY6XGwN+Kwu50X6xLmz5HWPkrf1leEIxDhrdLCq6/+nhfGPp9KCwGM2y7OURsE5C9fMV2vOP7jP97tI7XWlC9eYA6H9+ayvJL8P3/znGdtl08+fdI0ra4u6R8cUas5hmHhun9YYft7I980Piut0Q/y6vihUV5eUl1coNMM+/AAw7IaDfxtI+Ttd+8frYj+b/7Nv9l1vP/9v//3/Ot//a93hcyiKPgP/+E//G+qiF4YLpVU9IRJmdW7hx5uqXvRHere+6bAwBT0besP0sf+rlBSsplOdp3CcDgmWS5QstmMee0QP+xwYwgiy5pqnmO7Jp2DAPs7kPRaa97kJVI32rP702tMpUmkj9npIBxFKXM6nQ7nm4rryytaQvFwENDbf787r1SSv3/xOx4PH9IzW1RXV9gdjeXceV46x2B7Oy2xXViSSuXYtv2OFMgfGpVqzNxuaF0GcEiGl71lLngH8VkoxWnebOz3HZvwexooN0n7TXQ6nZ02r1aaepoi2g6lqPnV2TccjR7z6K1O5E2sJmuWF1c8+fmn91748s0bZJryqt1lb3/vHURL9PpLiHLCP/oF3371W549fsg3b35Dz3uGORzsuvvRKuPN8g0yu+RHz36EoXoUSQy//g35o4eMP/6E+uqKi9evMOqayrI4/vQR89/+iu5Bj/aP7nfyAOpVjioV88WM8UdHWG/RMeuqYnV5Tmdv/34xbHXSNDT8Pl/GGR+3vN37cxeBruua6uq6kQ2A2yTvLR3NspwiZcLdN1RrjdyUyOUKlWaYvQ72YaOTLqXk8tUblFI4nsf+owdsptdopeiOG8SjbfexrGZyzfNTlKoxTR/Pu9+d3swm1GWJ1w53ibzWmi/fnDK4PsdtV9itDunR5/ztmwmdb/+WT//8T1BxBsaAUK6w+12mdk7ohPc0erXWLK9SvMB+Rx4pvfiKZFPRI+ZCj4kPD3nY9uhYJs+/PYNqSqUFfa+He4OG0Bo9uUJXGWLcUBIXyxM22uPnn/wE2xRoJcnimDJLCAej9zvCvYXAdVsBfuf3Z2h8MJI5+eKCZL0hPHyCM/x+iZlX61ccBoc7tNV3Rb3I0bVqdHTfQkxGUcT8Mmoo1X0Hy7IIwxAhBNViQfHNOSiNNQoR7p2k6m3k8VuhFESrasea6fQszJaP1e+jTJP1ek1e5xSyIJc5pSqxLZtO2MFSEjOeYBomLdPF7T3BcG83VVVVURQFZVlST6foPEcnE65Mm8R1OVjHlLVJVRlYSmK3awyjRPd7RN6AY9vHb4V0xnvMopyX0zMssWHsjqnWBqO9AbLUhPVLZNXGGu9ReoKL+IInwdMdc0JsGwK756CIG0ozkCWbRjM8GO0QTkIIut33NyB2Gsg3BRQgzXLag+F7/RHqLOPy//Z/pRqNWDwM+JOnf0IlFc8vv+WwFdAbPNh99uvF1zwzHkOtMAOben6FrirsoyPiOGIzjZBSEw73mrVOqeY69J1CqNdDCw95fQ1o3JaN4woMYVBVJXkUod9C09ysRW9dKWCg2RapXBfR72PElw3jp73HZSXJlcZvhzzudigXRaOZP/ShqNG5RJcJxOeQTLHaLtNgj/NvXqAMh/3eCC8IkbMMf9ih88kjPhRaay7PThvD526X/eMHH/wsNAhZ4LZQEk8beuboUxCCuqqI5tN788Z3SYfEcczlyZzD4z3a3Q807pN5g2LZnm/W6vMyvWRdrBn5I1pbDccdyqosiGdTuneMok1hIpMa0pp6U2EKGzewsfINMk7BAPvwkFprcFxmaY1tCh6Me+/4feiqonjxAufZI5Kr/0T74f+CYXy/qfZ8fc2miMjjCuH4+IOAuZrgCIdxa4wlLIb+IWdFRYiif3mBORhgbRtI56uMcpqCa3JwEOJZYnc/btiH7wupNBd3iuYGcNz3kXlKslpiOQGydt+rkV+kCelmvbufra0HyftCq5uCerNRvkEC75qEdxsLThvCd7Ur/5CYxQVRvj32JqcdzxD5AtEy6B3cytrRGoLf211XslpiCxfPbK7HGngYpiCpJZPy9lxvLsEwwBeCVlVQ5Dl9z6N89Yp6Pif40z99hwqutOZ0ecVs9hW549MLfFwdNwhJq0voHdDzejtztDcXEYtlvvPeGLScXcFMZRnVeaOxbgz6xFXMptig16e3zM72GAwfVjWtdsBw3IxvUVyiVMHbOxrDsDHNgEW82CErARxnzLAd0g+cBhAzz1FKoWSK5eXY3tt7wrvH3cos2T0sq0t1dkbx+jUGBu6PPv2g5NT7QivVGONt96AaIJmiVina6oDXxgwtSq3IgoBWu32rBawUrF6DUmgMpD5AY4BhkAF1WSPrOd3x3g4BfDfq+RwVx2ilGir/ePxBcIcQAtd1cd0G7HJjPtrtdlFKUdc1082Gl8sN5+uCA9+j1fJ42PNoiabIL4QgDMN3GGxJLbm+eRbjCUYZ4/QOKeQCQSNN1rJbSCnZbDYopdCFpF7lxDLDCl0GgwF+4PNqc2u8Xi8WxJuvCB/+8h1/oCiKSF++RM1mrI+PedrVuH6b08IhFRZO0IzxMi0xlOZqdc6ftQ8xraapNy0rNrWkLkqS5ZwwGPLJ/m3hYufnETbMr2g+w3a9e6yohqbf7LUab4J3cwCtNV9//ZzZJuUXP/2U4A7wSynFYrEgXsywTIuW79MZje8ZbGulKL75pkElb+f4uCy5nLyg7bU5GD4gj6NG6qWu78lhsblAzmZIq5Fk2TgO7a18xndKvX1HbGYZpvXd5rKzuGC+foNBxYOwj175RHbB/sH+vb+XrAuKpCYcuuTxinqbV5WrFdN5BKqmtbfH4+NDlOswP7um3PoC6YtvcGRO8NGnqM7jZt4PHRzfory+4uz6ObRbjB98gmcGnCxSFvmUhVGz79sMbMHAG9CyfNbXF+TFBbWUZMsVLfcJRz/5DGEKLtcZljDwqCjLhu315ptT7L0Bj0ZdpNI4tk0Yfj9bLp0sSGarRt4n7OB3QszurbRT8fwF9vERlWdxNv2Cy+U39L0Bnz763+F8gMF+U057x0g0z6kumia/fXDfx0Ipzek8ZTPPQMNo7HM4+n5woFaqAXFoRZ4kuK1b5oEhTMLh8B6g8ofEarVCSrlrJlVVxWq2RK8rwseDXV6zfD3l1fnv6H7yS57KlyS2iRM1LHHRsrk4OUEELSpvnyMypievKbMMX5iUZ+cE/+pf0hoOd+/odJawqSWEDqurlN6+jzaMnXTazWgGpmDsWM09Uop6OkPnGdNiTiZzHrWOyfOcTErMvT2iykBbzT096HjvGJRDs+ZOy4oXaUGtgbqims7AADfs8HDY59hz3iuftrsXdU111jAuDNt+ry73TbzPs+TtmM1mXE3nRLWBT0nHNTD6j7EtwVHXRwiDVVoyX+fouGmU1LNTcqdLpxvSedBl5DUa8+Xr11RVTdIJ2du/feflZkN1dYX70UcY2zUkLWsuVjlvTt/wT58dEfQbk+SqLOgfHJEkL9/LwN+Ng1LoskTnOaoomob3DwmtmxrO6gSc4DbPu7Mn0FqTy4K4iqlV1Yz1zZOxRUY6poNnebimhyXM2/220azj5mDYPJdnZ+iqRrSDD+YX/yhF9H/7b//tD/rcv/t3/+6HHvJ/lXF38HIcnFzheNYfpOGttSZVikUldxuSXciq2UzKd7XsOib0TONdKtguOxdNcu92QYh3KD/t/oA8yVmcLxuplJFHb//glqp4HiM3JeHAwwodzMBGas1Jdit98ug9E0eTzKxIc4j8PpPNGss3qOyASmmqWiHXM8Ztp6H5DvfemUzOz36FSCMetg8aFPZwD+N9RmeAKUs8o8aQJvYW+SAsg3Dw3aifPyS0bsxKy7v3SWuszRmoreGHAQfjpxg/QFIgr3OiMiKrb6mwSZRQ1zVGqvBwcI5ayKzm7PScNYKfjQ/vUahcy6VthSzOFghTsv/weLeiyCiinkyIewOuipjPP/8Y661iU3zxJfKqoPuzHzM5+Rq6D5hPv2DU+oi629t1Or85eUUpLxjZXfrDT3E8m/npG/zLCesiY/jgIXVVcxGvMTyfcWjQ9W3Ovj2jczCi8+xnu7+pConcNJOn1XOZLGaMRqN3kv0sjsg2awZHbxVhNhcNiqy9x7dJzgPP2SFlvs9EVGtNlp1TX11sdTSbwXI7R7iHT77zmakur6mu1pi9XqM/uEXLp3HM5ZvXAPSGQ5B182wPPKSM7hxBI2VGWc5xnBG+/xDLejvJ32BaNt29ZpH4apOwf3GG33bJN6esDZe/K4d8ev0K/xfP6BQ2RWbTsyqc0OeVueTj3sfvXEcWlaRRyeDgvulodvobotSm51tMzq/Z9Prkrs9jz+Hy5AorFJj+kI+fPrx3TLkuILnGtHMIDzhfvOa3pyX/5KMntFotWq0WWRxRpgndvXcNeN6OIk3INpv7mwoa5FVnNP5h9MQ7SMRVXGGGo6aI/wPi9fo149aYwP7u5PSGFWL23J1m8A37xTAMykxi1Daj4w7EG9SWFaPKkuKbC0S7jfujY+zB4Dt1/WSlSKMSWSkqVbEo5kijJug2xk0346TzArlZo6sKAwNHOHimiydcvE6fKmgRxRFSS8qqZB2v0abGqBbNuqI0sgADEx2tEGWM2euyMl1if58jbdK2C9x2gOtaDao3zsjPCgodYMQJg70G6aBchzfrlCAI+PjjJ8jC4Gx5gdODbjkmLE/RmcA6ekDhCq7SK55179MOZVkQvXrVoEsM6Ox3MLpHMH8Opt3obd79vJT3mD0ArVbrnSLlDZLGc2zqO8wstCZod9h8/RXpyRva/8P/yEl+wR8d/xGz9YxNsuDjg48bxhPN/PH6zXO6sofhutSzCVoqxGhAvDX/bvf6dAcudn5fs17SRUbxvd9h2yw0zNYZVSmp8wbxKCwbL+ztkCs3r57btrHc++/C3QxNAzrP8aMlA8/EKKJGIqb/DC0M6qDF67zYUl01nbjGkhrHt9l/eoRp2VskcIRenABQJzHP11CUawxyHo73oRb0Do9xjr+7ObWaz5lfX2G7LsdPnu7m+DKvSVbNGhAOvZ1vjFaKzWyKqqutrmMXs7tHOPx+veG34/TVFUopHj07/M7vros1q+kXDEyf0Am3Sfq7c1ajb32O2woIen1qVROVUVN83GyoqgoTB6RA6hphKeRkimloDAEi7LLMmjxh3PYZDY8ZdG+vS0vZFGAejEjiL2jt/Rmm2TzHDW1/tsvf0Pq9/jdZVLKJEi7KUxbmmlT71DLjk3afoT/ksH3YoKcWC+zHT6jnJdaw0R29WudkO21OyFYFslbYnoXbvr/ZFobBYc/bIbOUlCwvL8BwEGYbyzHfKyX2vkjXK4o0af6uMOmO996L2NJlSX3yCvQWTP7wCYZ9W6yo64SyvNEKvqOH03yb90NY3hd3dN4NC8sac7GRKA1qnePGK3zbxBCCsGWSLS6oiwLLdWm1O9A7whr9cB3Q0+mMdRTj5wV6tcQ8PsLYu20GpFXCPJthFjF2vqAfdBh1ujimg2V171GmldKcLlPKUhIvCh4cBIyH7xZ07+n3ZktIFyitqaoa3X2AsWVibaYpi1WC0duQyJRNucHAwLQHGEazfvXcIYEdNLKwb43yzXZEVlcsk5SokBiYmPY+o7bHZ4chWVTtim22Z77Xp0kpRf76C6pihQhamKMBYFBfNQ1f2+7hP/kRhv37FYVknCBn22cmX2J1HFQVopwecjGjFCVZnuE4Fk4Axqjd5E9KNnIbgDYESo1QUjcIQivD7zi0+yNAU9c1cZxiWh1M0RSS2u02xnTWSJIBZr+P+YGc9SZuJGeKosDzPCzL4joXjC0Ldyt3clmUZFsJTqkkXp4RV3ekDTS0bIuPQgszmRC7baa6RJaSvrhf+BBC0LI91ucLDFdg9/wdQKmS1b0Cejm/Ill9Q/fpnyPE/ft3U3AUQYt1vKATQuEfkpU16XJBZ++AbrfLMpNEdc2vJmfYuYPX72K3bdCarm3xwFAYmyXXRpcfH4ZNzpEkja/EHbPdMs/INmu6eweUWUq8XAIfLpxDk0csl0tevrmkN+jz6dPbPceNFJvaNl66e3uUVU2SNHPWjda2ynPKN29wPvqIeLVgU5ZcLa8IVMXB6Jb96LVDbNfDtCwMVaMXr6hOL9DtPaz9Y4wwZDKZMBqNsP5Anesb9HnQdXH8Dx8jzy+QMsPzjqkjzdenC6QPT4/G9Fq37ON0XdLqvl9apCoKrl6eI2tJfnXFWgtEr8fAs3jQdlDRBvvRI2rbJlsvG819QPs9Fi2B5bk86jxicbVgdXGF6bo8+fx2DzMtK+JaERoRaZXe2/86Obz4q78mNm1GR128dkisH+BYjaH3zbL/uy9PONgPcSzBerXC84Mder/VamFvc/G3VwjXFuyHHnm0Jt9EyE2JrTR2JbGPjymylMqudkCaaXLB6ezv2Xf6qPYRXXdA1/luZuHbwAg5mTRmlJ6HuTfenlfz/23PY53ZzFc5pi1o9Vwe9P13DLjf9txxgzZ53OSebqtF0Ht/kfOHhJSSxWLR5NmWh1zl2PsBcRzvGHadTodiHvFff/X3/On/8C9orX+FHDzEESOu/uqvsIoCspqiZeJ99IB+uEc1nxHXEqfbQSU5V/0eedKcc1cYxEmN5bZxRiGbScrPnvTu1TOUUsRxTF3XO+aI1prX8WtaqoWrm3kpV4K81Mj5gr5rEDoCIUyCbgf/4fuZK3BH094yG9S5YVAqxWlWclVU3LSBhQF7ts3ItRjY7757N5LIQGPWeUdi6K6J6vuikaKt0Fsj9ezyKyLlUBouQSugrCW54SCEScez6XhWM+/EE86FYNMf8sR3CU1BdXKClhK1v0+SZYzu1NjKszMM09zJ0UR5xSQqcC3B7PyEHz19iB8EzM9P8cMObuCRZa/x/Seoqxm6fpc12VywwHAchOs2JsvudxuyQ+MtFE1+xzybkgX7mMJEGAJTmFiGde/7nuXRcTrYwkZsGWO7sdOaQhakdUpapSitPgBK2noDCYuB9NDzZePT95Of3PvMP0oR/f9f4u7glV9/Q2DlmLYDfhcs7z7S8ubnze+2P0UQYIZhM/luzlF5RRpLctUYFbnCwLVs7GDYoMlu7oLRdMZiqdjUTWLP7f9q/hTgGTBWKUbZmH00utJghiZKw8WrBVDRHoa0Dj/Cct3GnVZrtIbOaIxp27y4jNjEJa4jsG2Tp8MA+w6FW2vN9aYgr26RJIbRIKuC+QTPFBTegE2eYLYdSrvFo2GL00WGa0K72oDWCFXTcbZaxcGQhYIXp6f80ehjjM0KaVYUnc6uWJKmKVmWgeVQaAulb5NEJRVFVKM1hJ7N/sF3mzjdhO/7+P53G3p8b2jdJAmyJKszFlWMDA/fS1F1TZeO28Ezm4K/ymrqqEQtckTLIjMqiiJntlnwtYj4P//xP3/nGIvlhpMXz/HGFq1+r0kuNOiTM64sl6ITMpit+cknv0Bn9b19ZXr9FXJRET49JCVhZQ1JJn/LOPyEVdDH8ZoC8PJqzn5X0A2fUCYO3bHP9fNv8K8mrE9PGP+rf02qaqbXV/hmxfHBALNzyOWv/xpv/xn9x0+Ahgqq0uqes/RkMmEwGLyTLG5mEwxDEPb7zSavjEEriGfNz/aYs6Kkb9kEW1O0G6OOsN1upB7cDtoJKerpFjW1HXf3CNO8n+irJHnHrOcuWv1u3Bi2GX4XY+vobRhg9j3mk2s2ixmyrgl8n3a/T2f0rulgUVyR52cNDdoQeO4htt3DcQY7p2itNb39Q05KSXu9pJPE2A/2uXz+K/7TRcE/0zby5/uEhkc5UwzbLoatuA4qnnafvnPeb6PSb8xpiosviAqf4+OH5EVNq1Vx2ntMYJnIk0uiao3ld/n02eP747DKMWwTUzY6zpNyzXky5CBsYds2Qgg826LK0h9USH9fvKP5uH3P28MtdbYum2IbBrhtKqfHenJNd//gvSjV98XL1Uv2g/3vLKCrtELG1Y7K3khHrDAMA8uy6HQ6zF9MMPOYoL1Fqm43xtnvXqJLifdHzxCWSZnXZFHZeACkK2bRBKXva1qalsDxTUzTxBQmfa+PYzporbFtm1arhWVZDdri8rJJWt5CskeTCel0QpYkoDWmKfBdj6qqKKuymQuKDZ6v8T1Bqz9m4vW5yDN6AnxTUbtg+SPEeIxhmZR5SrxY4IQfsd/tMfAd5DKnkoo3ZxMO24psFROvVvR//CnDR4dEi4zzk/8Xhqz45I/+Z3Kj5jq9bp5RrWF92tzH5sKh+6gx1lWazatXjZxA/zGdvfYP0sm+kcvQWlMXGdXmml7gEQZvoX9ryeLLb1jOZziOizzYZ1LNOersMck2DPw2Pb9DFmtkpSA1maocNzDpxRscUVC2W8SrbIeovVmFLT/EccdwhzJutEOWTovlck2Vxc2SoKE/GrHXCxGG8V1EhAZpEVXUlcIwwHJMbM/EtEQjvWbdJv9xUTOLipsvYi+fU3t9VFwz9gSOKdBKcVlU1KMRFTbeZI6pFI5n4gYWWVxhOSFBYNPS18h1QY3Fq3lGnazRasMeEnP4gPCTH3+nFnqeJFy8eUWWaLqDPXqDLkHXIVrMkXcleAyjyT1uEFLJrGkCjD5t5vQPjIuuFDqvG5+Lm/qpAVlSMrmcMTzo0A7a93bJlaq5iC8I3ZBRb4zhWU2e8LYsSO9R08DZRrpekUXRPemGm/M4OTmhKAq6YQ/HaOaT7l4L8qxhRAEr0yMPA0Q1Y7NZ3Fx2Y22qoTo9xek55EaC3TrEMlt4douHRx9j298P1EhqyetNjk4qQpEi2zme6RGXMbOskZxxpc0n1228o873NkLypCKPq93Y3ZgWmpZAK835t6fIsqQzPsQLvsMM9geEkpL19HrHwOju7WNG5w2gxLQao2DDoMrW5LMJYGA4BiI0Mc0WjvP7N1u+83xURVnezx+mUc06ysiWK+xScHx4gNdu0xnvNwaf69P7CPnug/d66yiluH7xgrbSeGEbGcc4jx4hPI9ZNiMumwJCqy7ZUyAdj9yqMQwD33+Mccc4dxLlxFvkfFhpXMeiM2rmOyklURQhpUTNz6mvThvd823OZbhdlNNmNllTZ1mzBygiiBKcENqhh2k1Bcp7+PDtXmZZrUhkhiVMfM/FNAz23BHeTY51F+0FKF1TVFfMcsUb6WH6hwjh0m85uBgUUUUvsAk9m8DKkdt11n7w4L3Iba01RTmjePN8hzC3jg+bYofdx7a/uzh9E1W1IT39sqGL5wsMvwdhk/NUKCrDwVmXtO+gRK3xGOE5DUJOa7TlkkY9rk+vqKoN/c8e4HoeYdimrtfU9ea9f1uu1+g4xbHGmG4L6/B+4+8GBQ3gui55nnOVKI6CEM+5bTwUSnGe30o0zMualiXwt4WhB66FmHzN7yZXrE0LX/gM3AGu62KaJra99WOpFXpdYboW/Uf336mszjiLzvik/wlSFiSTLyCXdJ7+ybvXFUXU19fYjx+z/sv/B+bTj+gcNd490zevkAcPSGvJyfWCdVmxKTYcx5p/9vMf4bfvaKDnGaeXV1xYPYahi2so9Os3aNfD2D9oGglCYFoGy6tT2r0+WRw1fhd+jzy+XWPubs/jJKaqSqSG8+slj/YH9Pv9rVTLNUqppukxGCPumGUahkG77yIEnL18TjmfI+KU7k8+o9YGcyEJZcyD8aOmKft2rM/RZUp1cY1uH+I8foxhWTtJp/39/T9oHsuTiiwq32tef+9z+SVSpnjeIabZopqkJDJDBDadTqdBp29ysnXJx4ch7d5tQ1RWasccbAYD2j0XyzHRSrG6uqQ+PWGTZKTDMXavT7cqGJhNUcs6PuYsu0RFVwxSmK4LInefXuDSazkEYQd13ay/zuPG7DyTitdZQU9BsfWy0sAqX+K5Ffm3X5N6QwZjmzI5pyo7tByTvXYf0+piWja/O1nxs2cjgl6fq6urnT76jbxfc20VVZHjO00Bvqg107ja2Y5XkwlVXeMGHgPfxAvadIM9rDuIbqklp/KcnopwEKwcD5wAS1gcBUc/+L6qNN3lDM6DxkyzzDPS1QqNpq4U8bJgHhfYbQuv3yekxDM1lu3clz6994zEpOsmLw167zbif2hEszXpPGb40f67+/fNhrIsiZdz/v6vvuZ//uOPkPFXRK0nDD76Cb7f+LEkX37D6d99TW8P/J/9hHn7AWWeIa8veWxbxI+ekMrmfj9wbYr5gvRiTWrkbKKS/n5Iu99vampCEATBjsl/vbrmZHnC4/AxwvLZVEYjCetZDNv312MpJfFqRbH1+wOa+VwptGlimSaDp08xf4A8sNSas7xkWdZstud+ozZx6N5KY0FTd6gmzbOeVDbBwwPcbdNLJhVq21zePTEGiLaDsDRMv4TRj8ByyPOcKIp2xrk3ah++79Mi5zyOeGUP+EXYwj4/Q9c1zqNHRFmGUmrXHFV5TnlygnN8jAgCJlFOlNeErsXIE/z66+d89tknOKZgdvKG3nif8uJbpIzxvabxaB0dIX6g8avSikk6odwChQ0Mkjphla8a9YcqxUymuP2n7HUf45outaqRWqK0otrKlb4DvrvxLxAm+639nZ/Q7xOLyQXX60uUVvT2Dznu3gdz/vci+j8g7g5eIATC9zFUBdmi0Vi8M2SlhstSoWgQC7VhI6cr6nWCjlO0lBheF2yBHVh4lolrNVrfRatFagrkXcrDW5s24+3faw1aUyjN4p7RjYZaoa5qup0OewchhhAYVUo+OWNulsRC4LRaWK5LHkUou0PfsRn0B+S5gawVuqwpMgkGVB0HQxgMQxfPNt9RI7g5JXF1RU9WZJnBSpgslMEvPzmkqiVXF69wqoi257AumxfPtGyCwRCF4ovTbzgUY4aOQ8uWiAcP2Gw2tFqtH6R3vogKLs/j3UvW6rs7c9Jx6BJstcUbhHK2K77cdDFvr8Wg2+2+19yvVjWXyWWzmb/T2fItn5EdYmwRK80v+9Aa7KRCqG6LZ6qsMWwTa3RbyJ/NZvx6ecYvDj7aPQemadLtdFldZ2TxhOHReFfAyBYLXl1NcR4cc2BbWCcnyJFgHV9yMxUbGORvvsIwPGzbRLZDTuYORvScUecpqe1z3DHp9btMppf0ByFBa4/5dUnXL5h+9Q1hu010dYX56cdowyCqNd1ej/GTn0J8xfWLl5ijHzN6ONyZ7YmWjXmnwzqZTOh1OphZhJ69RpVlY2ozm+Jt9WwRJkYwQnRHCKPAMBTK3edkkRIIQX8rlxMlMapM6Jo5WlUUxTm6SqDOcIwu5tvomJvRMB3wR02HCQ22wAwcQFNNVyjlgumDEJjDAVYnbL5pGsj5DBlFWMMhIuzcM0YzWiaXlyekmzV1lvLkJz/9YPdfa0mWnVBVEVrXO2SZ1ppyY6G1wdzxaQdtBuenmIMBiaH5j3/9N3ye16iPDzEHHvaVQbfdptAL7ONjhv67emFZtGF5uaDIavoHHXr7eyBriqsvWKQ+Q79FIkKC+pSiM+DC7iPOLthsYoYPBzw5uL+Q1PMM0drq1ydz3rz5SwJvH9w+TjikLEuKJMYxBeMHH5aA+KFRl5J0k5O8/hWyKtHCQgcHWK6HVgola8LRnYL99n5YjonbsrCc2+601ppvV9/yKHz0QQmXG60/4VkYbYvlconWGtM0Gy3AKCI5m5DEkuGTIc7ebTe/OJkwff6Geccis+XuXEzHxA8a88Buq8th/xDL/P5FXitFdXFJVRakWYZUqqGgjUYI20ZJyeTslKqqAAPPc/GDgKDXwzAEtm3j2BZOcrGjQdI5Zhlf8duzU1IEY6346XiI47gN26P7kCLasHnxAi0l2rSYKxvPzRBCYnQ7zIRNnNV84u7hJoIgdBCWQTY/ZXk9w5xeMP7oAOvn/4zfTf6S5fo1vwwOGzodNA7ypnt7swDyCJJJgwh22pgiIN3YGLqZP27kCW5vlNwWr5o1r6pr1lGCabs4vSOySu7m9E67zep3v2W1XOAfHOJUNZt2m9RMEVKxnK05bh3uEq9+p5HfmBlTNl98wcAekrYCtOHgd3oMjgbYW3R4dT1BpUmjY2+aFEGHaVJSRGvqPKfnW/T7PcJ+nzAM/6CNspYSlWaUUUaxSajSgiyRjZiLMDFME8O0CPa6mL7Dzbwv0gkqXzH1n2D6jSax0hrmMzq65DoqqCSU2AzDEWHoUJcRdZnT6rqYpoGhakI7Q2CxnsScpS7E13h5QugrnOMjdHufMlMNuvQtQLAbwGYxIytK2oMh+8cPCD6gE6y1Rmc1Kqlg+Qrczvu10g0wbBPDMzFs8c6YSqm4frNA+JJur4Pv+1wlVxSy4FH4CK00yaZgsykaJPZdtSkNJNeNhIPWGK0OYjgENMX8ivHBHu2Wt5NkGwwGCNEYVGVZRqvVokoMZJLiVhGOK5BxzOp6Rl5KDh7uv6OTfEOxte2UctBDmC5SBKzy5TubBYSgNT5kNHjASVEhtaZlCg63JuqyUmzmGdfpBLuvOA6PsRKDKN/wpfwWlaR465zBwWOODz/FNb+/8aikIl4VZFFEul5x+PEDvOBdtPM/KKoMtTzlerZg5QwoMDDbEtOxUapCqwLTCgADCoWIm+aJ9gVuYNG3DNx7Dbe3MdJ6OycO7rHB3hdaKaJtY/wmbNcj6HWZr8+ZRBlKSorVkv3QxLHbjI5/3LCn7oAqgKYR1HtMen3N6vSU0ZMnCMtCLldkh11W868xlGTgdAjTBShJbdsUlkQIF8/eQ24iVBSTS7hMm8ZLIGsCQ1NUNdrjdn6nQca1fRd1PUX0xlhHT9FaM4kKKtnsFxCCwcjEbmt0qhEqoHX0+3ma1HVNFEWNJ052TSEbfwulagIr5Lj3EKcsUJvmXTG0Ri6XFMUVSlfMcihlG1O7rK+ndKipe4fo7hBhGnS7NoehhfD9xjT0LbbR3ftVnZ01OurVCmM/wLjTfDIMEyF8pLzPCrKsNo5zO7/I+TXy7EswDJT/CNEZU1U1KQVux6fT6VBdT9BbZlMURcjAQ6iYduBRFj7z04Th8YhWt4PZ/25tf6VqiuIKmTfoeK2bMc3bIa5/zHC4t5MtezmNsdIcJXOKXhtra5zqCMED174vw7FtKstoxt9cfcvGC9jvHrHv99m7Y3JrWRZVWaGXJZgGoufged69fdZZ1KCIj4IxWXaOilI82b+n5wxsTalniKCN3RZkv/5rFk9+TrHVAo/mM/x2wHEnZLLIWAoN8Rp3EnP48AFRHKFUs2aruoSiQHX3EQZ05tcYgP3kMaYp0AZMpaSUitO//w3aCvGCNrbXFOoc18LxTVqmSWAKLK3YbJvbYSfEaHucvn7Nj589IIs3aKUx0HQHXUSdN6AdrQBNHkdkUYwyLPJVI3VjZyXSsdl0Ony1XhHKBc/GI+zuPsgSK5k239+uhVop6rVCmw7i+ADDNNEK6rokT1LCGzlSY/tnb/5tOsjWuJGfuP/Ek0YVdVFjezb+ljUUWiYD27w3F5TljKpa4boHWFa7MUGf56yMlCAMaLVaO8PwG6Tz61lCvCwY+DYdz8a0Be3+hxGkKs+pzs8xWi3iy0tkVRIdHJAHHVYqIrg64+P2HlGmiZRg7+kh3byRMtGtIZu4RCmJVor85IxlWuN//CNEq8VSaB60XcbOfaSurmuWX3zDwgp4+MkB03zK5SpHkNB1Y2Rdk2xSzi5cDroKtxMSbxI6vXCXFxqGgWnZWI5LXpb3VlpHCKzFojG+9HzSUrKIGzmedL1CKUngCLq+wGu1sbBZxSvW5YaBrGgjqGyfWWDc1h9a453slkYT2AFdt7v73e7atKY6P0eXFWa3s2Nc3ESexFy/um72mp4PW5+EwDUZhj7haPReXXSAZLWkSJv5qzPew/qBTB4Zl+hSYQ28XXPvrsfQXVDa+fqaL17FPDoKabnXPP78f8E0bcpXr1iYNtl4jxfPJ4ziBZ+3FuSdHpP9z4hOTujXOYOHj6mk3N0j27bxaxslNeu0xHGzXV6UxAlO2GFSTnFcH8vYR8kUW6wYt29z4Q+Frmvq60YCxzAMtBAIZaC1T55qxHB4T2rnfazX98W6qpmXNddlTaU1vjAY2BZDDEJtNCbVeYKxXIPSiF4P57CPGTpNTnt3r1PEzV5n/Nk74MyiKNhsNgghME0TXWf89vINcfsBf5qsCFstyl6PQinKNEUoibvNFevpDF1XWIeHXK2Kxkw6cAhdG5mlfHk145MnD2C1JHr5knC8R6UWWAcPcN3h/Rok3Ds3AwOn1UJ7FrN8hlaaONmyBpS+t//1TI+BN8BYnzX5UufDecjbtTrDMAiCYCcpXqmK6+Qaqe/LxfmWz9h/F3Bx930IB0Ns78Nsyv9eRP8HxN3BW1UNClppxZt1RFrel16x6prD9RzPMGjZipahcMcd3MDBulOQrcqSTSpRbgdZS4qioE4SXCnvIyq1xvA8xFb+4p6Z3Hed8yxD1or20GEyn7PM811H3tCaMIW2aWJaFnVZgpJ47ZSlsolW653+md95xHAwxmvb2GmGjqbIeI1hpFuaY1PYUVqTFBV1XVNqWGiDqqxgtSZLC86Tkr2uTf9oH99uISpJ3zPpejbS6bOJGqqcZdnMjZJkXjLCxnEke//in/9hxQetieY5SuqmaG43TY63Y79t4xfTpiGyDakUmzgl36xZzs52L61pCULfZeAN7xsy3f/LgIGWCrVcYFRR0zn1TOgeomoTVfmIwQDh2VijEcL32Ww2nGxmOK7Pp+PD3TXMryLWyxWynNM7OCQcjTmLEuTlBRYJH+110VVNeXaO9+wJtPfB3RbZX39FHl/SGu0jFhL7s8/54ovXGMULHv34X3ARST4a+2yWL4jOC/YPG1rd6sUZjlWQGTmDh4+Y/OV/RR4e4h0ek5clw+GQtiNg9YbpWlJFDn3HRNcas90UNwBQNTq+ZLVcEHY6WLaNaHcRwydIy2I1uWJ4/BBhNoZccpUj0wJWF6hoiXaHXGUTOm5NZ0uVSrIMjcR0S7TVQUkLz36IPWzQszfZkK4VMq7ud3rqDCOfNPdIg5YKXSloBRjeEENHUDeTah2vMXTVHC+PMF2N2Q6pCxuV5Zi9Hua2mSFThdoa9Baq4mz6mkqVPHjygPH7HLudAPw+lS6oqkZz33EOqKo5WtdkccRllFCJgJ+Gh6jVivX4iC+++h2PioRgEHLu5JiRydjpE3HFs8//ObawKdJGpxbuU1pXkxTDgO64BUVEvb7keiMYWRaZv4dvxbhywZV/wMXJjM1kw6f/5ICjtxa1apZhhg7Cbe7Z37/6FT8bjCmiOXle0O72WJUuSRwzPHrwnQtOmdek6/J+8c0AI19i5EtMS+C1bczRsx0yVWvN9cvngIF7R8PyBq2udYMkLrKaumzkMpRWvIie87T9DMu4XcBNW9De6kfWswwsg4hsh0jq9/sYSlGenoKGpHaxRwPafbfxyKgKTq/PyF5dYbQceh8/5MF+o1P7+4bWuknobpqohtGYMt1JdKP5jPVySVkWCNPi6MlTHPf+esH6DF0X1FJSVDWlt09ZV3x5/QKJgW11eDzcJ7RNpJTMLy8aPUlZINI5fqtFbzhmEhf4gyOePW6aIaeLlPh8QjtJ8GxB4Sek5QTVMqHbRp9FtNcSz1mTC8izJaXdwfOfcjJsU8iKvjPENf27TgQ4q5eUUpDqAEOA1gp0htYJdZFTFTlVXGPmDarP9CSmaVC7AzCGICwMYeJ6jdzEyLEbg+2iInv+LZskwX30iEAa5HGF7HQQLcE8Oaff3uejo4doNHJTkc5y0nzOcvqKQlf0Rwe0uj0GR8cIs0EimVEMZYlWmqo/4LwwmEYFdZ5DkTToqk4Hx/d3a24Rx1TTCbaqcE2BaxpQ14j1ipbngWHsmrG6qaag8hxdVeDYWMMhZr+P2FIiheOAbWMo1TSTipLoco0qbvMRISDoWNSzl5S6i/KaeUArWOUldAPEeIzOMmbX1/TaDqYwOHId6mCEQqCUIlnN0VI2BYLsEq00i8WapRziKMWBoxk/3MP1zaZp7HYwnKbIjdSoUlLnJdHsmjhL8To9TGHRf4/mq+FbiNaWspkuGoT44Ol7kb0fiqKWXK1z1rOMpIxY1FMejB7Qa3Vvdaltk9Cz8d5ThL/3Tm5myNkcJTXztOJiIymlZnz8CISBWcfoNNltIPI8Q9UVR0djnMEhVS6xXauZL7KK+ckFYzFD6hTRbmPt/FwMytMzTDlDHj9GyQLPO+DtTeAiL5jNrojWM8aOgcnttNm22wROU2gW/R5pKlhOKqw9l8ODox3zZlNumJ1+y3R2QvD4GWGrOYexP6Zlv1sc11qzOD/DbbVoD35/Y6cbZHRUVUxv5GNuChn5Boo12rQoHYFZzwiNEscQyMxFVjWGYRMOHuG27q8jpmniaZuq0KxrSd220R/QdAcQaEYiwlDJ9jcGebyhyNLd/RO4OPaIcPT9BYZaKs6WGVUZs7p+zigwcS2D9qCH2xriOiPqyRXRt3+PdmAwcMkXGee2RPS79Jwu/e5D5PVr5GaDDEYUao4pAlxr6y1iGKztFgtlI1PJ0DXI8pRW18a0GiTx2825erlEzmZYjx5zGt16ahx2PSwjpSy3hriih7FyMDsOonV7rVpLinKKks2eIY9iyizjfaGKRl4MDQYCY0upjuuE63xFbVsI18cwYGj3sba6/7Zt4aQpVTpDkWPu7bMqD1Frha4qPMtAF4qJ9igNA5sC0Q3ptBw6rnmfhXVz77o9hO+TX3yFXW8IhaDVCRFhG6WyO80TjWGYuO7RrcHp3ZA1evacanINwTGqMKisFplW6MDE3AJxOp0OYr1GbWU+KBMMu2Y6S6gNh8PHDR38nrb/ByJJErIsw7Is/GhFnl8ACtHr8W2qqUpNu/2AoBfQr0vKvPGfEkIxm71ByoI0TZGyxnMs4uglue1wfPgZPa8BgiRSM7kB8WjNUSyxhEAMrF39oyw1cRyR1xnLfMmwNaIfdvA8HzsL0Fl2r4B+Y+wp2m2s4ZDzy29IU8Witjh68oSHvkOVZySrFcLq8V8v17imSbieIwzJj376KV77tglQlyWLywtyp8X89Iojs8J++JDeaIQQopEFWxdsZlOy9ZLhwz3GD99l1mitmccx080GlUwJW00R+HxZMP/qG/YGXSzbxu92EBqsfIYWBqXWTRcKAYbAaXk4rQCBQmGhTi8QB3tcWw6t9JrPfJfKHbOcrSnLEkyb8OBHCMtumiKXF1AUmA8e3mNVJElCLSu6nd4Hnwlkgcimt6y9uzIGLQun04P2Hmzn0kgqllXdyFCpgqo4w7T6jRQToOOKsFZIkdINexRx0yhu9z1krRr20fZ57Qw9ZknJJq+whMGDvs+skjuU8M0Y6zdvwLYRx8e7tqXWmujF75gvL2gNHzIxAlbaZDjo8cQGbz7bfdayKyohSQto9Z/guzZ7LZP1V1+gsxzR7bIM2qS2yx/t3y+CyTghPp+wNB3Ghz2CIOB60+zh9zseStVcLF+QTDaEXk1n/Cl1bX6vh1q9WJBMptTj+w38Xq93r/ayziqWSUkWRxRZimXAYddlUS6obHgajLFnczBsdPiAy+ySStcYjsmov4dpmqyKFVLd+DXoe9I10DSnrChn7A1gNCaLNjt5OYA8rsjisqnFtC3mm4xsNccSsBfeNl/a/fsFwrsmuYYw6O0dYGxlgFUcI7eFcrRu9tCAeYdxVm9lFe3VCs9ppDrs0XB7HfAXv/0bxrnLaDzgbPYbavsYczRiL2hxcLCPNRzyl+drVKkYkuBd/JZUKXJ/jPJ8rHabYO8Q867HXCGRs5xZEuN0EohXCNPk+eQ5Y6tPaLfYa9kEnTFB6xAM890SugHVbN7I5wBYVsPSuiuvoyuUFaOcArlY3H4WKByH2rYRwsOymjmpG3bR0Vt1hpuBuGHA1IpJVbGKCmabgr2uR6fn0Q89Rp5FPZ0h1xt0pTCHY8SNPHC2gjJqfPiM+8e8CdGyqRyDl+s1ybd/S6W7jPMY2e2QVRWe6+J5HuODQ4JuD12WlCcnWPv7TJVNXFQ8GgQ4W2Zrton44uVrftRp5vuorsj2fKSssN0HiHeaPrdTU5YmXGxOqXVNXeTorNknGQY4rotlWQy8MX4Q4gQdhGHQMVPs9JQi3KcwDEpVviO5YhgGtrBxTZfQCXeAJ7X1GynfqsPe/V6n06HUJbNshkaTJwlFEtN1OhyMHv5gZsZ/L6L/A+Lu4P2/L79FbfWwHnVCOp6Hnl5jxBkaEJYDh8fUwqSooKw0pmGha0m5XiGMrb6PbeN7JsaWwinQDFomgS0ajabwEOytPmaaNpISUpLECVJJDN9HDIf3FhXXdTGkRZFKOqNb3dEPRZwWvD65QCvZTJaziI5l0PFNXFPiuhbJxa9ZbTYkucbAJRzt4T18hmH2G/qFIzC2SdBdag3QULOzJZg2tWzz1Ytz1suMgweH1HtDEqHZpBkDIya0FKHQdGTF6ckZRV2wiHI+8Q9oVSnO04/e0T+09vY+iE557/XOYurFBWiF3zZxPYEGppMNSQJKuCyLJbWqMQzoBxatQZ/D4x/tCuZVVbHZ3Kdo3jW7U2mFTKqmKGIJzO6tU7KuJfXrbxG2xrRL0DXaDqmXK/I4ZlMU/C5b8S/3H0Nrn81GYnSHeAOby+UcBiPU6oz0xWsOLIF9vE//8U+hlpRv3uB9+ununIrTU7Lrv8EZ9WmFD6iyENFt8eKLlxTDjGcPf8H5MuNBZ0GeVBjymN5+Y7BQJjmF3aaWCe4m4+yrv0KMuvgPH2IlV9hFQuDZKGGxiA2MNKD3dA/7sI1haoz1LRK/koqVajEYjXHdxijKMARZtCGPIzrBCFXeJmZmSyOWX0ERo7vHvExyxuYevttGqozF6gWGIWgHHTz7GOFZDUp8lVIvlvdo1YZpgCcoKgM6A/iA3qCuFCqKGoru1nyuyWM0wurjuDbC72LYNipZQzHH9EVjfGE0yC7DcRqUe2sPLQ3qqEZnivPzN2yqFWG3z2gwohWEzedFiRBRw2hpzpZczlC6xDBMPDHGMG1mls+L5QWPqHBWMXO7Qx4c4DsOnw0cLoyM15M53pWk8hZ89pP/ETcIPoiCl5ViPcsaiRcrRhUxl8uavpRUvWPclo1XXaHLhC/nBl+exfz5n+/zoHMfkV5N0p1OuJQ1vzn5gj9+2ujgrxYz5PIU3zaJ12ssv0kIWl6bMlVoN0S7A9A1jlzi++rdZMfrvdeJW0nJ7PQNwwePdhqH0CSF8WK+a/7BrZFypSperF7waf9TxB1KPEBV1MRvIuIoom43RYtO2MWyTFqeRk2vG6Tv4TGnL67wOzYLOSPPKizhYG5qjjJN75ef3EMsaK2ptKZSmvLOz3orn3X7OYW6usJSCsuAzsEB7aC1QxMpJVlPrpG1ZLNZ0+oN6IYh5npza56bLRtJiu1zRLhHZbqc5BXz9Yz58pKqlDzxR3iG2RSq5dbhXpi47Q7CtneNwtPphqosGLVMqmTOer2kND1aYYllge0KbjhRhvQQ0zVmVpI7AmFfkfV/xMQAzw55KgYMD0d0UIi65mT+itw1CMfHjKXGyFfIzmNqKbGcLdrpBmWQXGMLhd/uIBwPug/RGjbzhj2kVU1VTVFUaN0kU0XdaJ2W0xlG2cI5foodhBhXF1Qth3AUYOqE58kZnz/6M3p2ByMRkEsgo+UWXG0mzCyTlruP3xuQrldU8xnGZkNZ5JgHR1SuzyKtcC2DrozopRssIOz28Lt9zDtIEq019SaiMgT5ck2+9dkwLBvVCcmynKYKdfudVreLFXYwXYexa2DlKSqOG8qplI0RbFXd/IFmvrJMrNFot1mXtSRZNTI+wqwwHPCefLTbtMkkaTZLWiOVZplJECbTqsaYz2g5Jp8+Ocay7Xcpm3VBPX1JcnXB2TwiSk3M0R6Pxx5WmUANugKjfwyuCaaxK5zeeLVIu5EUcGyH4C6y+c4LoqRELV43ucbo6TuGssusZrOVtbhZZ21hcBA6XCWX1KmmZw7QdtUYZA0H+O2mwfFDGvNaaxbzOXWS4McbzLNvkEqSrlbYg8e43T2E37qHvi+k4qIoSKgQrRy/06NIKwzDYH+vxabq8NnRYVM4XSyaYrJlYR8fU5++wiiX6CefUpTX2N4zzovbNW1gm/Teo7sJsMpXbMpNw1y4nqGvI2Qnwa1coiJBOxX9/pDe0TMMIRDCYfX6grTKMR4eYQkLxe1a3Pf6mKkkj2MGR8cf1A69ibqud8aEV5VsClLQ+IUEAaFjc+A0uWK5fkEdnYDXoXYc6jrCdffwvIfvSK9BgxjK4oiiLDEsGzdoI6UkyzLqG8R4IjHqbXM8bJ45d7uBNAyDSmvOo4Qkvp0rvXaboNOh12px5DkolVEUU+AOJBQQpocwx8zikrK+U0jidk87iXLKWlGs5jizlwSbE8q2h3+wj3IsVrM1ljA5NgPsYoGhSsrgEWr/I7S3AsMhaD1i1HYoNhXny5S0qBEyYxjY+J0GKdz+gIyS1prs2+dcKRtjNMYAHg5aGJRk2XmDvDQDXHcPGZfUUUrdWe02wOkmokwzDEPgOAOE6TXzrBuQ4lCVJXIyufd+VpaD6vQolKbYFmhvpBYtIQhs6MgFRp0xqxZY8Qq7rlkWNYk1wvfC7blXSDlBqajxfTJt4szAKiVO7dDXNU7cSDtUJmjHxmx7mO2A4fEBjmWiNmscCnx/gDTarJUmjiJkkmBYFtZwiH14iBACrSV5MUFrScc06FsghI3nHbEz+NUalq9QdcV0VqAqjZFqlGnjjUb0n+y9gzSv53NUFFGspky+/Zb+J0/of/pT6mQrpWMKzDuo3tVqRV3XO1+Zm5Ba8zorOPn6DYPNNXsthdlLyV2bupYYBiwWa6Tsc3z8CZ7XIQxDFqtvSZNrxkd/Qui+u9HXWiO3Jq+XgYk0mqLd0Lbo2RZ1nXMaX+DbLQ6ChuEXxzHpZIIuCqy9xtMqyDIoSox2wEXYRSZzyFYcjZ+x/uorOp/8iDJunoPFxQl675C/n0T8k1GHPD1n1B8wuuMDAI2ESzSb0vbbfPPyip/8+BFmu028yplPF0hVk0VLvJbFaP8AVTXmdreDX8L6lOWm8UnyvS3z2HRIozXfnM6wsw2ffv4ZlumwmcwpkxxDWGhvgDY9DNG5RXJvi1atjoMoUtLpNVejLmax5qllYPSfNmv2dhIwPAvDNVmut02soqD3ySfv7FFXqxWmaRLeYSRpraiqFXUdcW8x2Z3I7pO3P8sUK8+wzAAhbtfmtLiA1oBW7/PtsEg2r9bUQnGeJ5idEMu2MD1BnjRzp+tZPB22qLVmcme9gaZZeL3O6Fkmj3otOp5NdX6OyvOdLM3uHsqS0+iUrtvFFz0uvn1NiCKwNWU74LpWKNfDCUJUWiOiCCeN6bqKeH0K4zGq/xC9BYGpxRK9XoOWTFstjm2T9ja3anV7mFlOssopfB/hKEajEZMop5aao14z7i9WCcO4JMm/RbQ8HNem3R7guu+aUpdv3iCCAOstTzalFOv1+lZmEt5hbdRScb7KULpBi58uXtJ2JZ8E+1jJFNO0CD/6BVoaTKaXJHXTfAvtkIE/xOy572WurNdzzi6fo9crvHa7kY3crgEtu8XQG6KVvjUI77loy+Bi1RR/tdYMjAxd3TZj1HqNZwhs10MpRTRvmDCWbdN59Biz38cwDOpFjuEIzDtSQfVyuZPcqgYD0qKg2+3iOA5SSs6vr6m6A/7zr/6az6OSziCk3hP4ez+lyHJOr66pFgucLCVJSvY7XQIv4Gjcwn79a9RshvvLf0bWGTQgqFJS1rfSq/lGsdl48KhL7KV8tv8JmdY7qeN8vUQWtyxx22/RKQqGqpFGM0djzPaHC6daa3QuUUn1Ts26PJ1Qb2KUUSCdJcZ4RCorDN9s6g2GSbfzmCBo5l4ZlehCNscxYJ1Luns+C6VIpCKqJamSjB0bA4OOZdJdzFBZhhFfg+1gf/yzd2TNtNacFxV5LclOLyjOL3mUvuabvT/i8/6A9mDQNLRdE9G2kVI2a818AUWO+9GPmCcV+x2X0Gvqaquk5PXf/pppEvPx06dkpqDKz+iMuhwPP8Kx7+dlNxLLUtacbU6QVYUpRNOYxcAwQGAy9sfMywU1EmGZOK7XgG2zFCO6IKkElXOIYziEvT08v71bH01Dc+hLjHJNXSbksiSuE+RbcqjcuU96+4y3/RHd9jFxXrNZzKmrErTG8QO8dhvpSDKd3fm+wWH78B1myE389yL6PyDuDl715jV1FmOs14ggpN3r4RwdI7ZFK6UVUklqXRMvF2RZjJQ1hm3h9bvUquZ9Qyy1ZpVWZGUNWqHTxY4SevNwtBxBf3SIYfvoNEPPF7tjCW2hxR5W6GHZiqrIGzqqVijZbI1mSU2lmiKOQuPbgqNeC7deIYRARhHlZkNWaAplUpU1jtun3elw8OQZsq4aFGQ6w7EkB4/30JVGJaqZJCwDK6Ax4NGqKYT5vSbRECYYJvO44ouvXtFJN/hmC8vxqI/GZMqkrDJKFGG329D6pOTNt79luCkYGzG9p4+x28FuM16vI5RoY5jWPYqHaIeY3U5jspatmjEUBl67iyF9UJo0rikLxSJfYPYcnOPGfXo/2Mc1XZTSXG3yexsmaCbCw66/69oBVFHO8nrRNFE8E+E359Pr9ZqEvVLUqxwMA2t4B5GSLiBt7uH1csPvDMG/+ujnZMuEen4Kgck333yBWWYc+hbhMob+J9iPGlSDGA5ZzecUv/0t5tEhPSPDUBVFPkXstQn2/wkan/LNFVopJmhmg5JHrZDZZsPjYUAetajLFe6mQWebPYf5aYQw18jTCcvJgu7ogP7jx6haYbQf0Tl8Ql2VLF6cYbeHdB8YOEZ8O0C9xyBMoiii3KLWtdbU9YaqWrF4ec66NFBugNmysaoFokqhUqgoQ3vH0HnKWVlyaKdYQYEWkKU1jnuEqyxUpXBNwcC3ULVGOSb3lrvtP4Uw8HwBy9lt0REaY9j4EtFqYW6fN9ywQXZsQ1cV1fyUMi3Jr2aoTYk2DLQ1QpYKGafoPEP4AkPVWP0Wgx8P7xn7aA3FWrKOYblcYHV8Wr02o9EBomyeoXdmAw8qcQWyQqRratHneS55UCSkl1e8+vZrgqM9UrfNXhURmppLaXI2jdiTBX/0y3+FGzaTvAiCJiF6x8S1JIsqAnON4xlcr2uCTYTae4LtWrRCG5avmD2/4D9lAcef9fhn+0/vHaOapg0i3bNYxBHL6JyPDj/bXrdmcj0lmm5wDEFnfECSx7gtA0smdG2FYVoQjHfNwu+LMs/YTCcMHzz6QQWwLNowX10xyac8CR7jeP49JOX6fE4R59RdmyoIUGaDyFJFQXV1zWqTUwdtNnHMKlvT3e+BFOwHe3jCxIojECXuk4e7e333tGzDaP4TBs72p2007J3q9LT5DmA+eEBtCGqtyZQilYrNYkG5XJCvVpiOi2lZdMJwi1hWmE6FsCwSqam9Dp1Wj01RMVtsWE8nGLpixIJOu8/jJ5/T73y3hIFUmtfzJql/3G9xMr8kSxcUUcl+6NE2clzdQwgLlWXMJlNi1TSPpBmQImiJGavWkHUdcVC2yCaXrMsVcpPQEtB59oRPf/pL6sk10au/ZGGZaKfN0O6x/+hTvIODRu/+5j3tHL5fX/RO3BQhdFXRSlKqLKWyTVoHBwg3Q6mS6vlrkk6I6Xucxmd8ucz5tPXH5KuE9WSNlBGGUeEZGrPj4RyM+PnTz+maiuqyoR2bvR5mr8erqzWb599gqxK7aEz3Dh49JXj4EBEEyLoiOjsj/+J33DUwEf0eRivA2tunPRreNgwAXUlkVIHaYpC0JkkSqrqmVppZWlFJheu6uN67BcaeayLqAlkUyNW6aYpvw6Apauk0QwhNtVwgOn3MLTvF7zh4e0NEp9No55flbqO4ijNevj6HWiKWC3qqpmWbdD0L6/Fj3ONjwjBEqBq9fEN5fs6LyQrVOaLz05/y0Hcw1ie3RTenDeHtxnU9uSaPY6q6otxqOrZaLdw7xXphWliOA1VKfv2KC9lFbp8JwzDoeWZjprQdN4CszplmU57sf0KnM2gah9Os2bwsppRZRuC6YICKYtR6xdvwnlpKkrzALgv6rQCr3cbq93cGU2hNevIbinhDb28fI9xD2j6LzQnrtERnEp2WiNglX66ARhLksoBMKpa15MEo2D0DY9/EVjU4DpvL10SOjf7Rz6E85aPeI0ZhD+97QBEAWmnqeYZhCqyBh9KK6+SaSlWkUcliPqVeXNDttPm4+wSpl6iqoJ5M2HRs5FFjbHYc/ojzy3Okb+K3m2JPx+nQ926bszeyEblSXFcSIUza7TamEBy6Nt6dRlJdRw0COltDtsBuP0a1utTVBtvu4Dij9wIU7oYQAs/zUGVBsUX/vs80TWuNXBaoujFXXlUrqjxDa3B8H3+7Ntq2TbvdpixL5nHMddnMO1Jqpqs11CWWLBgZYBgl6AXjtksv9Li5MsfqYZnN86ija6o3J2g0cXvAiyxA5WvWyZQDqdk7fkRnVCMcBx3uYzgBan1CnVdQjsEJyJwRvzpbUFKy33HxHJN22AA0DKNBWL79HGitOXlxQbWYYz15wqNRiGFosuwN0MiGGHcMueS8oqwyKiHBHLBIapTWuO0OTivYva5FUXL15gJPQMc1m2basI+oM3QZAxpbQMso8MsFjnlHVkZr0lxzPsl4HRnUpouWiiwIyUwH3zRwnIzSNjBMF0MIHnQHjFtD6roiSxI8S9D1S6pqwSSuSPMNIPEMkz1TIqMM8pxkvUHjYQiPqpQ4huDg448Q44/AdFFSksyuKSfX6PkcRwAYWO0Qo9Ui7XTYNDMlZbXczSNVXaPyiqEFXVE2TXN/iMajmM3IVgWmEAR7Y8xBqxlfYeAPu/jDJve//ttfk56+YnwY4tgm1se/IIs0SRyDadB7OMI0FUVxDWimZU2mJELDcprjZxWD/hg/bFNHEdV0im1ZIASdTz4GY8l6veBic45bzTne+5zu6I/fmx/VyxxdNZIMhnW/IfYmWfM6nqLRHAWHPGm1cLZNs+rqCrQmsxSz6QmFlLyyfdiiRA+Tc1qdIVIMib7+GnF0TLsbIk3N16dX4AVUpeLnj9tMJuccDY5x2/cZL0UUU05ntAyDUxXypz/+jHzVyLtYrqZIFggh6B0cUZcFV69f0bYyxOYUaMa91DZGMKbbCTE1JJdzylqSGF2uSpuBXNMdNvMbpoE7GlC5Hmkpd42ft3M4rTXLL16wTGaY/Q77XofaG+G3LUbDFh3PQirN5SqnyivqxQa5mGN2e9SOQ7plcLR8C4hYbdb4vocT+BiuuftbhiGwzA6m2cIwRMNiTmuQqnkc71WIbv6tkDpHygStKyoZUZRrKPsYVYJR52ilMasaMXCohUH/4GdkWQNqsVzB2jG2NQHNvJKYBvQt8zY3AYa2RcuA+vqKeVKyLCQM+hyOOvcUHa6SC/q+zc/3nnK6TPFskwf95j7rsqS6uGCRlCxqTWk3jDPh+bQ6XR77DgKoLy5QqzPqNCWTHtaTPwIhSLOc+eUVV0rDYMCh71PEEarI6G5W1MrBDHxEyyHsdMm1IKsUhx0PDHi+TnmiBFE2pxIGvX4HpVbbgTSwZIiaLbCPjhojRGHgBTa214yFUpJ0vaYuih1iPMszsvwWtCMMmnzoxhweg0lc8io6Q2lF3+wRLE/oWgrdGoLV7HsySgoXyCSu7fNk+BGWZVMWOUm5xu91aPdvpVPq6RQZxxiWRbnfZ5Ev7r1LybrAlBYHrRF+taG8nnA9XTfPuNb0Wzb+oE9paKq70sE0OUpRNLJcdmETjHsIV6DrupkHADMM75ki18BXizV5WZJKiRd22E8S6mGHv8tz/hSLwE6I7BaRP2LPErStrTymUvzt8wueDltEsxwHsMo1yd/+3zEsjWG7yKBH7D2gPRwhRiMGox6L/Jz6XPNkfx/TszE79zW570p8FVnKxnFZbiVEhGXjDxoAqmnAsec0jdu3QhUSFZX3XrsdA1tp5KZoPA5umhNCIAZ91rNXjea+oRE9Byv06HT7FOseQc/D8e4XxBMpuS5qDCCqJataYsTXaMuj63XwV8udbCVAVUvyzZJ9Axxq7GGAa1zxZfsZn7XuG2/qQqEShSoK9GKN6oyYygCqitI2UI5JoDVGFJHmMf7+mKdPDpmc/JoyLwi7jzGEhawlURxxdzLKjIxMZ2yqDXvdQ2zbwbbdpkjOjWH9Nr/1RkhpcrVMqIocFc0R0TmYDhqDTMNGQZ6kaFVv5+GmmR7ZIdrrYIbDHZBDA72Wjbtdg+6uZi3HxFEFm+UpUTaBusRrBwSOTddsZP+6dhtKQX1HAltZPnNL4bVbOMLhKLzPwP/vRfR/QNwdPOO//hdEq43oj1BZQlrmKNPE2CKVbddBOi5mJ6TV/cNNHN6Oqiy4vpiwWFxDVTSSMko16PS1ojQ9anWNLrLGnM62wXZQe0MwTEwh6AU2jilwszUjs4VarciilMrqoLTGDDsYrRYNlOcWGVckCevrC9AQuAF744coqVlczjHQ+Hs+na6APEamCsIjDCEwuzd0ItXIvmjZIM9aHm+WJb5Kseuc/GROUZQoDJRn0z8Y0N5qoEmt+TbeMD1d0o7XOL0AOh2O+j0GNpBOMbb6dcgKI5uiSk1Vt6krH233muPUikJVqE7IMpk2k5Jh0LM7mJaL5oZmCp1hgNcK3kVeaY00BDNpUmKjtsYVhmdhBw6HvUZOALbu72ezxlXZNBBdp9E2vynY3onr62um+Rrx5lvGacm0XqAclyqv+HQ4hrRClxX2uItRrhv6Xi2pZgvq2Qr7J0+pPIdIemhhYVt9+v1xU8C3HEpdc21ccrr5hmftMdW6ZL8dEl/EuLIm6Ixwjg+QteT5X51juQXV5RUcHLJ/cMTg5z9rnn3DIAxCkjcTsqvnOIMOllQ43TGG128KgqENtskXry8wLJtWK2goYutG/3w5uaL3aI+xFaFXV5SqInM7aLuFSC8w+h1W9YzLPOKBKzDtDlQ+8SzBNAWmssHpYHsdCqmIc4nZsmn5Pr7lbTVeb8fXd0zGbbdhaK5ObpHqwoLeI+Rd6to26sUCXZZY43HzDBgG1sFBYzr6lhazBlQK2jskO5+w/s3XSNPB6vcbXW1L4DzoI+oNpqmoVlOKOCMuJRtV4Q57tId9TNdHej20E2LkNWRyq5EZkycnqLLixA05MFuIzZKX//kvODAL4k9/QrdtEbozymzF3y7XDCLB8OjPsUdjfNdDbza36F4MFBoHzdiysAwfHS1pH/RJ2l3s2Qxx8AzTsQl6zfVO//N/4Q0FV48e8GcHH7Hn3nZq63mG4VmYgc2ryQSrXBHaDWrdtAVeaDK9uiTbrHn6488RQlBVFeut0Y3v+zs0RyUrZtmsaTTe2S1oNGWUUGUp7b33m+fspDDuUCKn6RStNU+6T6hEwDLKmF1dYMUSQ4IzDOg/OsYSgrFj41Ql06+/RpkWyw5YrkW5KeiZNX1ayKrGtATVLEOvZxj9Nma3h2GA2bZZF4qifmv5vNPcazToVGP4PG6ogFge0mlzvYjZrBqZFmSNY9QgatxuB8O0SUtJHc8xANcWtLpDslpBJalWc5Z1jWsKWq6L40nQNqbdb1gPhsHQgLtqb1qDZTWogawsqFkgghYi7FMVmpE7JAiGtKwSuVxSac1ZrZrjuT7jgzF9x2Y1SXE9gT39Nc/PLhvDOK+PYQjcICCPI7Rpc2FYRK/fkFy/wPRdRPcQ3W2z9/gJgZpBsUDFCePh52jhk0lFJm/d1HdTpmGQpdmOvhcEAZZlUpQFpefhdzoM+gPapsBar4kvr3hterhei9+9/huk2+dHpg/JGlOn9PoWZreLti3mfpvJPKJ7sUHmBcLzCMYjvE3MupDYXouHwzbSdxG2RW//sJnT/u5vqa4ud09isH9A8ItfgDJQ8Z3iOI1UQrrZIKs79E9LYPjincLG3ecaIMszlusNdVXdftU0qUwXrLc047fhWYJRYGNIhZrPUFWFsVliZAmydUiWQ52XTcJvGDiu2Om9Y5qI0QjhWmjb4BIoTZt1bTK+PMOeTimKrEG6j0cMOi1MJKKeU11cMvM6eD/5M0rL5NBQiDKG5Gau1RAeYAddlGqa/l7QRls2RVGgtabb7XIVVchtM0IYBsfmErOKYfjxe41Hz6IzDMPgqHXYIJfTpJG7mc2IriIcz8L2BevpFJ3l7D9+jDccNfO81sSbDfHVFZYQtF2X0vfQ4vYdXmcl2Y0mnAFWS5HFVzg65//D3p/0WJZlWZrYt09z29dIp6Kdmbl5E21mFVEsolgEgQKI5KAmnNSEM/4CAhxwyiF/Q81rTvA3ECTAJArMjtl4eEa4ubmZmqmqqDSvu91pOThP1dQisgpJBIdxYQI1Uag8ee/ec/bZe+211+pqw6Z6Rr/aQv/8rP340xM8nAbcwaEQdLR89zDy5XVHf1nxV1k4Lh4VI51WdN/9lvU0c/mLX3Ca3zJKT775NerZLaqyf2dyGIDdguTM1Rcb1u3/sBSJmwM/3t3xzeH31FvFql5xUV+Qf3jPxYeRMXoe1D32osYoze3lF+irK57GJz4cB55yz5wSF/0VLy5e0yjh5d/SZS5m2m8/GXTqqKinCdpLJhPZ7d4jbNCTkE8ncs4Yren7vsTFv41mwd/9HnDTxHjYA4KtLP3FJVLXLMHjpDwk6y22ViTlkWqPzHsgs4TA6TTxboCYFUUcR0ASr15cU60vmcTwwziS5yeIrmhkLx5F5oVKmPGPqNMBe1zQ3qJvb6n0hr0LqK2md4GLZeFRQUiwdw1NVBhzQsxMu76hWm/wInw/9kgw/Oq65WrTlQZz81OxllLm/XH+xPi+O85MLiA//sA//vUKexlw7pGPUy1N/QIRTZiFMBseDzPLgyNtDNV6Tb1aUxnFs1XN3e6I278jfrgvEy4iVEbx+pfPMZ+P1Pu5EBCq/qfJmarHVzc8Pc78cDySnh4JMRByYL1tefn82d+ZIAEgLOAG8AMhwR/2e3b+9Gm/xKSRsCWjUALXF1t03XM4Hpl8oq8Nfo40MWLdA5mZ6+cd/gRPv/8BGR8hJayteH71nO2LF6SLC36MQljdEnc78jiUMfqcsDfXdNua0zgRcqK7vcVsttz7QIyeGEfidI/MRzCWfn3DWjL7H9+iDoGuacgq4YEoBslCFgjBM97tWCXHxeEHVF6wlcLc3tK++hJlGt6nNaMNbBX0OvPNveO5qVhfKLIEIGNtx8XFS6xdQYLxuz/w4/Qe3MAvLq6Ztr9kWo7U9fxJ9xZAT1tUbD5NDn5aTznx/fF7Uk50puN5/5yn+Yn9cuDOB1wIuD/+ERCkaam2z7i9+ZJKKb5UDj78Nad3d6T1LzicHLs333HsO8I5J9o0QuMWrm4uEDMyvp/48uULVPXztbD7/gfCbsf25Ut+O1guTGRqIrJqmIYRkz0ffQHD+MRw9wO3ty+4uflLXPsFx7sdMUSi88zDsbRDNOTLK94+HFlOB7YV3Pz6zzFnrXwRqIyirw19ZdAfGcA5w+FHsp/49sd7wjDRvXrG69d/wpg0d4dyNg0nz24/M/mEAq6t0I936Mst6dKS4s+bgdFl0ijc3Fzz7Nkz4uNC3M0/+zefA+RSKexth/ofieM5Z05PC8E75uU7jN7SrW7pNtUnFjE5M8jC/s0JrWE3/o5aRpgncoysBQaEub4BMRi1gXaDVPJJMmkXIlMCub1FtC6EEDJ5imgRPHu0nXnZfcG/v5u4GxZebH4ii8WUef80EqbIymq6uLB1E41R+BSZ6ob7lFFVxcVqxZ/2LavW0GhH/P0/Kx+2uULdvMZcX/P43fe8mRa+bir6L7/gnQvMv/+Gob4ixRHvB4JbuN5c4pPmL3/zBUuGN/uRrzGc/I6nw4Ff/LpIly7ffIMzO7hYM+52iGow+ho3RfySSjgVRbtZY+v6MxUpod9WmPOe+g+x1T+fUn9zfMPDMGDiJc14IM8jna24unjFsHskp8ToBn54+I5p/4QozZ+++E+oq66wnJWAkXPPSEq+9PBAzg7RCbPZEHc74jCwxIW7eY+3PVxfsX59jTaKbb1lmmsmXzTHL7qKq/6nWDHsnlh2J/Ip4BrH+OYNlTZcvnhJ/5s/QUT44DzHkBhjLI0X4IrEuHtk9f49V03N1ddfk6eJH+7v+Pe7Hc1poZcPvOh+yc1Xrz8x7tMUWUbPD8cfeP31M7w2uKAJ7XPG776nfnmNevqBW7dn5xqWMOG2llerV2gM+7uR7UWN6BYQ4nBCrwzKauzr1/9BY2rvFk6PRUI1pMydD7TXzxCXYSz4QCXC81WN2f6PywjmmIi7payJGAn3d0hbnjvWotY3hMnx7vt3YB/PHl3Q94VsoPWKqr1Br+xPOuiPfyDXaxbt+LBMHEJm2O1JIXKtM9u6or+6QERQMWKOO/7Q/4YvV+ufERc+Xu6PfyQg/CtfEeLC835hOe1Y390jp4kRxfdiMMuOL25XTMeR+tkt/dUr6vb6U1zy1rFf9jwMpa7eVBsuqi0xReY4F3PTFDFxS4r2Z42/uOwY3MCqMchwR1YGb7c4tUKUotOalVE/VTtnrN7PC8twIoWEH0Yk62JqK3CaPQGFafqfTaU3VpFVje5XNOsVVd+QtbDkIvu35MzoD1R2QkfP8nEy0S8wH0j7xFa3/C/+yX/9s/v4DyD63+P6/Ob9s7/+d+SHR9Z2RRUVyS2keSbOA6rtyH2H+EgaxwJ4dOvzwZ0JKeK7FmVMWSNVjVqvUOfx3BQi0/HwsyD88WFUleXq8pLKarQIWivCmMgBbl701P4RiaVgySkxjSPL6UT4SBAe3pN2e6SumK6e88QCmy3m7Jr86Tqv4otqS29+3gCIIXI87Lh/84YYAjYc6RqF22Xm2VBdXFHVhtXVDd3rZ1iv6Nq2AOori9SaJWWOg+Nwcvz7d4+MfuG6FrRo6naF340c73d4Mpdbw7q25S1VLQ+7e6Kf+dILI57p6RFz+kA9n6iUpqkq1pvnKDxqecC0gigYw8IcpqJBK4rt9a+K8ZDtyHaDbzbEsxGlc4njbsIHh+o7+tue1aZGGUUYB8JxJE8n6k5jmwKKgBCB+6MnngKEDDFBGJAcueo1OkzEac9pHElVJncW0cLkE0Yy/+/9xK++uKW96rnQPWo6sgkTaZpQtzfkZ1+CCEosxm7Iu5l8GpFXF4ThbZFFyJFTmDn4gWGYyCmTRsvUtywGfrH+FcMsNIeMaMX65SVUluXujtN+x5vvHrj56hb18MDqH/0F3TSRX71mHEe6tKBPE9PpRGwz0v2a1XWHGCnjcynjo+Pu/j3jcOLLqw09FVZZbFuhENLb77nY1IgoWL9i9fwlJu9R4yOyHODiaz5ECOYFX0dFcol58Lx/eGR1s6FpGtqVRdkB73ef1mVIgTkuTGHG54y112UkNzrmhx95GDNZgP62gOcUsFUr4WtruFzkZwCAvr5B1RX+/XuIPzeoAIqG/ecmt34u0xcf98kw4h8nklyyXN/y7pvvITiWKTIFR4oB3JH1eoObwS0jVau5fqFY9eaTxnVOkWUc0caiqwo/HvguBW66hudmzb/8q/f86vCew8tblmbDb768onEf+L//9f+L/uk9V5e3rC6vyaLZfvlfUH8syE3NUq147zX704kYPMO3fySMmWwSHJ4w3SW5brnoheucOP7hgbw+8f7Vmhe/+a941jRcnePW8bsDPmRUb/nm+IE/f2Xoup/rVLp55o+/+y3d81sOHGjPcgofzX0FYbve8nr7Gqt/XjgcH4qG6/r6P2Ay+LeulDPfTwt//fA7mtzT6p45zphwYjNmuq5Dtgasgnlk/+1fMY+Ow9M75ui4/JMv6bueX3VfE/YZ03U8+BWua1BzLJJM+7dUr79An59Typlw8mwrUzrj5zHg/qKG3T1pHCFnlk3FbjmSl4V01qzPwXO8f4uVTL/dkpXCh4BZXWH6G3An+nRiXWtGc8sP957TuHC/24FoTNOzefaK1XrNsrzHVNCvX6PPbCKjhetVxT5lprOepXOPPBx3vNmNTC7xzFrW6hmrD+/Jj++xtrCU5gQnW6G6nk1n+Kpv+FRrtteMrmKevmXc/46TuuD181/RNT8x3m3d0Gwv+HAaWf74O/TwQFi/ZJ48fn+H3Z84nvbcdRtma0hWmFtNv72m1Zo/uX7G7fqazWbzaRwx5UxQNS6XwmUeB+azTmS73hByZjgNHN++40giUPFquedfzd/y2rzklg4utujrFfVmS3Vuco8/fsvu/q95YRs2ncUazQ+7hX3M+O0VnVrhD3tsDDSnGXP3wFZpUIrmy1+w+vWflKZlShyf7kkxFqmz1rJ9fos2/3EGTp9fHz/z59ffNjZaloXT6eeGeZ83a0cX+HBc/i7omjOr8TuutxuSuSA+lKJiGiNuPjcIc6apoaoM2SWSCwTv8fPM/WbLYAwpBKp5ZPXuHU+DK35qw4nUtvjo6N/+Fa1R7G5ukP/0v0JWa55Zw/PVGjvdFyANQGlmveHbxx0eWN8+Z1oGnq1rrBbW6/VPUnE5w8PvQRu4/Lq87zDx5umP3LybqE4zLiZ2Q2KcypScvrhAqop5jESXWb1YkyvNhw9vcMfSwMkk6qqmur3m6DLvjhFbN+jPmPFNpajUEaMWNhWIN+TU4N3CMoxUq5aqgyruqLse0RV5dQOmQkmFKAtUjMPCY8h88zBxaRqezYEbG5Bzc1a0Yvfwe5bZcvPLL8n+Eff4no295kVXAGt1eYGqGsLREX0g2kDoWw5SMbrwd3QlP14icLWqqLXi+GFgPDwy6wHnjwynPVf9BYwj6mLLobLcLZ6Vy3R1y+12w8bMtFoxJcehK5M1avCIb2l0IqKZY0bbawTF+O6vS36gEznOtHbDzeaazhqa7YZqe4G0m/8o3fsy0XbE+8+aMQAxcPjub9i9fw8h0hrNxWZTtF/DzJIieE0KHQ/e4HNmaQMxJzZ2Qa8yNAaRjEEQX4D/VlfUtkO3V2AsWoTu6Q3Luw+8PcyEeoPvW5ZtT1g3vD2+p447buqO6+/fEtqapb0iNbcgW4xJ5GrPkteM+0DY75CYuKpaftkcUbKjX3cFZJj2iF8AQVbPSK/+Ux58xXEO5BzZ7r/FpoH84jmPywZRF+TZEJaZBBwmz0VrsV2POU60pztUm3n75Ijx3FBfFvJp4LKz2O4CffMMqexPK2c+Fk3W87aTqsPpnqf9kXdDIAePnIvQ2mQ2KkPXF83zqsJYS7NeU7cVtjFo89Oa/Nv6v397vS5x4W76QFwWxuOJ3f7AKlqMtkwuMriEmWGMQtN3ZDQ7Z6mua9abnmZlMVbjwsz94Ym829GMIxdp4jLuyX5B2o6LL35DRjh++4Ypdth6hVGaKAZiJiZYLCQjKGVob66ptDAOdxxEiM0Nnsw0fMBkoc+Gi2mPS45URQRwOTPULWNaUa1usE3F/OYPzI9PKKVouwvW1NjtJeNu4IXR3Pyjlzz/8hVVVZFcJC0zYTnxw+GPuLhgRPMiZERpwgh58UBmUprQtdTOUJsKdZXLdKzR7MKeOXlMdctu2bOttj/zdtrWWzYhMf3zf8q744D/8hfY69KMVyI4nzk9ziy7J/L6Of3tcxAhPLxDdZavvv4F15Xhw37g3/6zf8HFVYPKQj9UXL9+yWr9U94cjwce/vA36H7FlDu+2U38+nlLc/wOf3qkIlB1DUSH6JoYAvu9Z33xgodpZOcPKKOwfc3RA90lql4RxwFBiKHjei1c3mxpLy4wxrDZbMoqO74F/3d1/u9D4mnWLI8H9GaLtkLePyLLQmU0171FlEIyiLIIlum735GUI3ZXhJAxeo02a8jQ1pnl/RP3T09oKnKKjONMtmBWDc3FBdQ1VBWiNEbgsq+olBQt6s80yN2SmOfyvRhBOottnxC90JgvOMWRQzyRXYJT5q2buTvtCmN9VeGBrdGItUhTg7FUxnApiW68gxRJeSC7CXGZbDpitfkkaaFF00qPhI5ktryNM7t8oq6f8zRa5hD5z19f8Hpd6BqHyfM0erQSvrruaNcVplKkDB+OC0uIxMURP9yVzzcvPGnhj6pic9Gx3m65rcpEkx7uUI/vyPsdfvUFKM1d03HlFn5ZFY+EOIz4q9fotqZeW/7dD28ZAzztB77YWHYx0SyBX7c9cxp4+9d/zZdXV5gvv0S0xtiK1eUVMU04d/fpvhuzpap+YoKXNzuSju8Z9gv+6Ms9P0exj3/0Kw2SOIzTT4QJgce0x3SabbOmpebu4UPpD3fXTIvnWjmevbglk/mbd9/g5gVSpqdhLR3x/oEYA/Fpj3YBbRtSVMi8IJtL1Nd/hqo6mvUabSukVkxTmbYY1InQ/MQ+P86BMcN1/4Kuq3meFdnN5PMEf3p2wzfjzMP7t9yPE0LmYnvBRduxspobLRzu7wkf7tms1+jXr0gxcXf3gUPOjFXDYTrxl9dbtncPePUtYfpP0H1EN2Mxh68U+2nNN9/cc3ue4u6XwLbW9DbSfPULcgz88e6fYydHtdOIadlc36KfP2d/N7HpAqI1qu2KhMr5cei2Rd/cfCI7qs+Y2nHwpCmQY+T4dE+2oM/eIPrimod8JmalCIsjj45LBZ1WKG0RDKL1/6AMT5pnwrt3ZTJAC92rG8zV1c+aLSEcmIbvqFMoOt+nO6h6YroiTn3xdYuR7mKL3tR8yInxvJQ20yNXeeGb9iU3RrE5A+gpBE6HA2+/e0fa7zhWFacl8ovrjtooeHikblrs7S3vdebtj99xmQMXly95+PEtoVGooGhbMCoVGZo0oLVh1fdcbS754B4R3aDUhuTWtFWP0hrTtHTbnuSemA8jp/1ESqCrnmsrqHlfpKq1pbY1VVBlYjdlckjkkMkxFTW9j7VmSkQimAw6oFRGm5IthBCYh58w05Qzu8ERc3kdN81EF2iMojn79IkWksAYEsnWmLolL+CnGTefONQT6rrlv/kn/5ufPc9/ANH/HtfnN+/7/Q+4mLkXOB2O2HQixomq7rFLIg9jkWOBctDOIyY62trSrtdUMZKDL+Na3hPHGR0Kg91cXNKvNoiowgzXGqubwjxoVkx1y3EYGE+e6eixfQlAf2v+DBGhMqDffwfDA5CguUZfXyLzQh4G6C7LOJEI8vzFzzp2OWee3CNzGP9OYmuHd5jouagvSc0Nfzg4Qs5UKqNdRsSwnB5Jw0AKiWl0xFChkyBJ0EawjaG60Dy7viFny/3jkT/tIElANFxuVuSseP9h5OQitRGeywl394HTEHgTfqSdhc1f/An22Sv85grvPccl8LREZHXJzh+IqYynfVX3bOt1kY4NM/H4hpQm8DPGnWjngXaZqOoV1cpiTQbv8WrL8anHz5EYod8aqk1HRrGMMyEEajFnc6+EX54g36MMrC422Kui93k3QDQdNFuUqjGLQt7/keV04mFO/H+mHf/ll79hO50KI0YNaP8OfbFG9R05OAZ/z6k+j5weT8SqQlYtKRamVXbgPLRU9FJTVRXDvuJRHUl64mrXMB0dm6ZGXz9DUkAvj2A1AZifFm56Q71ecfmnv2b+3b9gritsbmiqBunWHFPg/gj75JE+IWREFNcrQ4oBvziubY/eH4kpkipY5gPjhzdMek9+9pK8vUU6CwiSEnZeUM0lB91z3M1stCIPQK1JRJY0cfui6LPJZ0M7SoS17elt9zOd67zsSccf0VIjpiFvXn7aH8pr5DF8OkRdSPwhJU4VP9OCBWHbKmo8bhyJKbIxKzbVpmi8v3tkPE2knD+SNQCISnO/3iDWIG7ADA+Yhx0WcNtLQneDMRtS1gyjY3l6gmUiEgnTgD94YpzPoM8lqbXUL19h25Z2Y6mMpraKQ0qktOcyHfnxh/f82T5w0d5w11/zxVpRa/jdh3/PjXMsyzu+/J//18jDX+HDiFKKfrNG3EDVvMC0Nz99gMdvOeZrxskTDw9s1mvmboNbGdwSOf27v+Ywnfghjaz75+zNJWtleNYZnkdom5b+L3/J7592/MkzQ9Jb7sa7n0ZDU+L47j1fv/5LlsV9+vuqqlitVp/kf6CYdlVVxe79O6q2/WSO+jE+zfPMcRj40UXSZ4X4HEYkPvAXV3/CZr2BORKf9sj0gL4owPLT8cjb0z1BaZTpqeeJZ7/4c7Le8uaH9+z3Bx52e7KKrG8vebbt2C4exQ75478mP98SYqTWHXW0OOfxiyfmRMpCfDpymGaGJRHaBpyDnDCqx+oK27eEugCQRikun12xbTSZzHq7pW06jj++I/uFfW4YpcdNAzmc2PRC3XZcPHtOf3FLCjOn4T27+Z5sX4DYn61kFxPv9x84TI796HBTwqaOdYCXVuhMx70zmMZy+WLLsu45hURKATXPvFKZLcJxiQw+kYJneHjgeP8DXb6HZkXuX9L2Hev2p7HIrGri6jlNb7hxP9JtrpHNJTL8UBLO9oJFOk73d/C0o61W3D0t3O3umfYfyLXirQns44L1msrU3DS3SFPz+tUNr1aW8binbjvadQHL/DRy/8//BfMSoN1gSMzynt8Zy//04s+5vHn+SfZLkGKg9PTIDx9+R7W54tn6Nccs/GBaUi7FbH77hvjDN2hOoBQORb65wr+4Ympquv5LupgIQ2FQGiVc27LOlNJ0my3D/qkYc56vqlvRrFaf5Cnqui5+Gimx2+1+kiX7jMX0+eXnmfGwJ529TP72FUJkGAZy/nlhV9c17WdGvMcl8rTfocYHUn/7SVbJKOH5yqJiZHxzj5v9p5+pG40xkXw8ofsOXTeMdcP7CC5lwvUNLzYr1Lt35ODxy8zxOPKYhIt/9f9AuZnHzZrdaoUzPY+6o+pbKiLX/sCfVo41keEwgtlwcX3L+vKSyUdiSqTTicl5pp0jHo5kd8+QPVnVrKo16uoSte6xGi4vFd2l+Zk5VcjwEIS3b5542jlCsyU3W5bVJYNL9H1hxmwby9c3HWEacfOI9w+kXGKT1VfEXHGcI6ppMVVTzgFg2h1wh4G2XxO8JywLanmiU56VzbxLnicL3systeNCZU7jgabS2JhpmwZtFHVtYIB5957Ho8ZpQ4ye4fDIELqigesyEhM6jrwITzxroGpadF0jAlYMnapo1E8scbEW2a45uYiLCbTGxcSwGxn0ipOFmSPWCG5ObGJH5xyu07hlz7ScICdqU/HSXJKGI04t5E7jrceFRHIz/bajsSNWDF+/+J9gaqGun6P1CpcyM4qlWjGbvuhb+gmJP5lgxuTw4Ql+BrOWy+geny17f2I8nXCPj3B6ZL3aUJ+lZ1IIuMOJRMb5hm51hbYVZjnwshMaMejJoJUusioaslsgFfnDED0hBdx8Ijw9oOYDsunI1jJsnpNvbpD1FnxCBbg7fmD0A8+iYlmE5fhAfP0Vuq+wlSblmTR+C9ES2LA2kGRF0muyrhjCIzHPXPWWxi+InGUXE+wOE/70SL1/z61qqWZPCpn6+a8wVdmzQzI8TIK2FcoYtECthe8fPCyOoYd0dYOuhF/XC5uPknN1jf1c/9cNpOGeaRwZDnuWXPNgN7gE8+gBQc0za0ncNokxTeSrbQETqgpdmSI1KAotmk5a5OTxsy9s3L89qXV+wmMYmUNh5qZcimjvAjkldF2j6holinHcE7Vn0ZpFt9Srhm19zX7OxBjQh0f2TyPzEggnj4wzz01kazLryw6fhQwsEVLdspx2nO4/oEVz0zWs1IxtDd1Xr7GnmarZUDcNbf+K6vnXRHfg6cd/hz9L/2gldPkeoyqq539GqG/Z7fY8BKilRruIrT1OJgZ3oDkNzMcHQqq5UD1VOEFyiNtzVIZxP+FWt/i2Ih4nsjboy2umOjDJDErzotvwrNN01cyzZ1/QNis+du5zzoQfTsT9nqVy3A873CpB5bmbBsgNlTJIOrASTRtCAcipedpXzLonDQv61dfcXl/QI+zuRtx81hN2j/QbTXv7JZKLGfZ4/8CyzFy+fk3KiR/3M+n4yK/+4tfcqGvGh0fSCpzzRd7k7gPRLRzHgdXmEgkzozG8zgdEBPvsVzQyQnSkKRJlS9It9+9+IPUdO+9B27PJoyBhpksTshyxOrFoy3dP7zH5gVW3xswLKoykmPApl+ardKxGoRKNVBU/Js3haab1jm5dYS+2POs0db+mvXmO7jdnAk4mxCMu7ogP98T5RP38lxhTZEvSlOF8XKaUuR8CsdOsrjYsEnHZ45JDVYqcJpbTCeUCK9vT1Fu8y9zfF03vnDJzGpniCGRMZWi7FqsN2nv6fKBRW2apGKRh9A3hSTOJYuwz6xqeXWyp246bvmdb///YyF9OMD1+YoW66BnzE0M78Hj8jioZkjPMuyeaOGBy4sOc+WEyJMl8sda87C9QGC6VoEUVWdW2wRhLoXhrpDKIsYg1xN1AdIEf945x9Dz218TVFc32Gev1Jbd1zXV4x9rCeDjx3dzyfcy8kER3OJBOJ3x/Baai/vVrjuOJh/sHZqf5L7+65Hcuor/9kWoYiDdrHvc7nv/mT3lWWTZdS79eIcPdJyldgGV4Yhmezt8JWrVU9UukewbKoHpbwODPJ7FSZtgvBJ9+JnkDBfgbxwFnJw55hxbNM3ON2f1A3zc8ppqw/uJT3dqNR7bjjv277ziFEXl2hRjLs8svicb8nHTpZ8If/5q8TCx+wV5f0lQduAJURh+Zx4BSmvWzDfXFc4Ja8X68Y/7dH/gwHXioK95sL9k2HS+aLc+1ohHF9UfjydOBME+4929xotleP6N//oKoNWjFnDIPuuLCKLp5xjrFbz/8nj97tSI9vSOv3tLe/hPuTxvyyiICq8bQWM3T4PjFdU9KkdPjkadv3rBffiC+3PCquSCFIwx3SFw4Pj7hZ0O/2XI6wvarK9rLS+pzbg2Qxol4/0RKEf94IJyKDBmmonr9CttvfuYn8PE8mvb7IsN8Tuzay0vqyw1Puciv5Hw2/SGhRXhemZ+kzD57pekUSCmilGe5v8cf7gnhVEh86xWqa1FqxTQGhh++RdfPyWbD6kJxcXuJthXTNHDa7cljQqcblCjs6Xs+2Cv+teq4WQbEOeplIVeCDEdqa7l98YxH3dFfXPCiM6T374vk8MuX/MGdcOHI9u4Jqg2y6hkePrC6fclVe0VrWg6nPd+f/ghAb9eoRsMcGA6BerwkhoWcDyy1xo1HfDyQc6QKjoaKurrmYnOJ9iOyf0e0G3J18ROiqEAaS9321OsVzbah3lSlIRYyMSRSKnEwpUyKmeAjwZUc7bPb/LMy6HPbs49/f5oDp8WTw0h0I/7okZgxuSgk2FYRVcbWLfNpz7bf8o//yX/+s6f5DyD63+P6/Ob99//X/xaCpWLCtoYoHVo6nEs40aT1DShFTmUcVXSFUg3BLcRxJIWIKMEoRaMU1ghYQ1KKcDhBKswFUgFmUwrEvIDORUEi6WLA2RmavsM2DeIDOQWII4oFtelQdY969WvkzIDTqkXrFSINkjP69IZGdpg04t8/8Kl1116gLp9hLraQE+7wjrc+FXlXAbobkjY8zjtiDlxLIgyO2SV2hyPjMBGGSO866qpnfb2iDg8spwG/BNQMbd2hljKdVCtLulzxN7am0Z6XKjE6R4iRprK0TU3UtjAvq8TNuuLq6jkP3cLu99/y6vlfsH615pj2jGEixcT0uOOyvsCqilzXHNrVp1JMxKKk5ZlqIARcSgxL5HBc8OMeP01Ed5bpOD6i/AlJQiaxLIkkGqlbdF9hqoTTEakSS/Z4Krr2mlqEfNxTtwbRIGFElmMxXbCWnDW/HTPj8I4hPnGphIu2w+eZ8bQj655cXdJVRWTG+cBF0Gydxt8/EE0gyVzGfwTy5iVqdV0MMJUipszj3US1vEPUgXkXyXpm0wZEEnWnyBFyXqGmjNx5mgtD+s1foKQi3p9I/Re4bss7fSJNM8pFslrz+lZzu4Y+NeQ54b1nWmaMF2pbo1SPuorI8AOncWJ/8nD9FVX9Eh0c5vAOtbsv7ztmnLpkXxn0kmjOJqH1yjJKR1BVMeKEn4HVIhBSZAhDSTDjjJ0LkzLbltA0qOHxU/Kizj+cbIJeUydN5UurU84j33X1NUu+QClBIezngBNTDOiUZvADgx9oKsXLC8PsMkefOMTIHDPHmNFkXrjMiuqTBEUGGiP0u0f6JmA7S3W1pdPn/b++JcWudMSXQBoDbhrY//gd+Mg8H7Fdz8llHArdbYlGc6w0+67jeVfz1x/+yEXek/YDD64ifvWXNFXg4cc3NHtDePevOV6suLh8RdM/I1eqaP7JA8+6wNYqripY1YrtvKf65f+K/Unx7vffsk5C+/UvuHzRc//DCffmj0h85Lfs+V/e9gwx8SQVob5kun/L/Paekxp4Wk7cdhVX9gXZtERbkvnnL54Tp5HLV6+xdWGs/IfYtKfTiae3P1Cv1lzePEOM4e0ZMA85k21F3TQ8ry0KIebM+/E9wc+8mAIMkZACD7LHNZZTrEs8JtOuep6vX/Pjb7/jkDXWeJQbqZc97e4eWTzNSlPXhul+JGSH5ED0Qv7yL2ifv6a2ljmPLOIZjCEcB8w4Ik8H1MUGjKGNwra5wrx4DcawTAPqsCcuGd2uoW54fDywfxyorUalyOlwx4/eI+stLniUH1GSkMqg6wpMJpFQLmDmE9k9UYumlYY6J3KMaD1QVRZtDcswc1w6THvN9aZjszXEJrOPlt0SIM147fgwBVzMtKLoTWnM2rriR7dw5zxV8jTRUhlLvV5z0TVcrG/4z25f87y2+Jh5f5h/kt4YH9Dv/g3LlHEBHoeESZGkmnOjVxHtBbbrUDqznI5sKs3t8xvmeWF5HMmnE5Idk5qZG8cTH3D7J7KvsK6m88A4lyQqZJLLXP3ya6pGcVi+5a7e0LSX/M+2LxADVArEE77/gTw7jlXk2ApfvP4zHhchjI7qsOOyVWXixnmaF8/p/uQX0Fpy9qTkydmTc2YcTzye7jiGIj+ktUHVlkPM+AxTahiHYngkornSmmtjyHMxRxTTcHo6EkLCdB26LpJffnHnePdJBAYRg1IGhcE0K9r1hlW3Yl03NCiq9FMv/VPj+2/l9PM8M01TkROyJQbAuYkVnxA/w/VvcAn++DTy3vmfjZivWkOXBDcWBmp42lPVmb4zrAVqMvn+jh+f3pJyxoWMSYk2BmIWdvWGmDLxMBEEdKd5ZsqExFP7iqfZ8ehHluyIKXG/PzINIzF4jGRU00Nd0+iM6jS+tbicWGNR2ZP7LVL1VJVhVWuaBCbB0cM4B9TTA8Z7Nkqhu47UbWjTQtd6aqNY1ZbRT0SdqLsOI08lEUuBJBWN7qh1kTjBWJJpWc5nIJTndQgH5jgzHY5YAtcvXjLbisVnhjlxo4UbH4uMCYY5aZ644rhEQkw8bxM5BvycMMbSN5r68Tv0HGlqobnZ0Mk9VgSjLCk5ctvxpnnB3WJZPjzAwwOEAfTEbDxT9oBic/2c9vqK42FiyZl5KMWcUkXXdxUHnidFy5ql7tnYAPpHchphd0SqC/rVc9LWos2Jd8MbljkQXYVlRWcuedbesGZm+eEtczRM7oknvS9moeemMwhb1dJIjxJDlAmrAkYKK2mJE1lrdL1BoUiiGIxhPrcH3TCgEvRmRd33NNe3mMtXjMrinOPNmzuiW0rjatxxpRx+cfgQkKoHJfRtjSJQp8AqOprZgLdIVOg+IdlDXIqcyotf47pbTvf3zLMrZ9DsiX5kN33H4XTPSjrq7TUuVsR+jd+sCCEz7heUPEKeWPwWn+F+nvFSsW4Eo2aEgIKS6znFaWoworBiiyyWFVYVWHEoNdJcXDLMjrg8EVLgyZ0QAt1mTd9eYpRBgOaUWKcZ22ts+4LBrJiNZaj6MrmwLKRhh50f0QLryhCNZbQN9bqlWV2Rk+FKQffwgboXlBJks0YuNtS65qq5wmrL7CP3pwUXAss4EeYZFx1jHDj4HXu/J+VIWNzfmbRVKBrdUqsixadFs67WbGVDFRVPGcYQkSRQWxBDG6F3gXk8cT/fsUzHT0miypq1WoPOnBrDjy5ycBmGhAU0mQqHdDObzvF8Y1hUw91pICVPWiby0wdCmDEyQ8roMNBLwNYNRtf0VUe7vsL0V2Q6fNWSTz+i/Y4EZHuJshVGLNFcoGJLzC3JNNh1j9YBrwPrqy+IER594FfTyHYZWYV33PknFjLet8zv39EulpXqEa056czh9oalabmfTkwmYVWF8oIxC64doLEsNWgF/ePIZhh5ZYTtqmN/cU3SipgNcSqTtMEf6PMDbT6y5BVub7D8Cq1bLp5X1OqIzHvS6gVIhWiNrTbM+5nh4Z7LX/6a33/7Fkhs4ogeFswC0hSNeNtqwrs/wrLjQGZxwmaz5psx4lc3vLzu0PGATI7OWNLqNega1Woe54m/+fe/pblec72xPK9m6jDjxgEQbNvQrnpSzrx5nNEPb3m23WK7NW5/ZJk0rrookwUpkNzAU/T83xIcjjvU455eOdS1JZmGjoqmvqCzK3LIxDBh8x1CkW6pTgFZhKE3GKmJFQSdQSBUiVwZjNbE2WOaCmU0WmksFcbYYuDsIo4GrzucWJb5QHIDWSXW12uUERoRruoVW91w/8Oe3bDg0gLhjmPS3PsNixNap9g6V/L4K4uOEyoomqomA51Vnya6O9OyeXZL+/IFqvlJ4C/nyHL6Eff4juwD+AGWInv1Udp1jDNPfqJziZVvmANs2or24ppHveXYvSDXW15ctjgf+Te//5b98IaUPaYqkwwpZuI8kVNAW6Guoc6GLjeomMkhIqnGVJc0q468uyOfPuCHByY/cy+WY71iVoYrAtfhESPwwaxIqyt+nU6sDvdEVRPHxOaqpbrY8P7ukd/uMl9tah5f/4Zf3bxEzeD6yPs//JHu9hXT5InjyLq9pKoaNHBdWUxjWL98RnWeAAzhVPw9Prvq+gVaN/zHXjGUKWu/RPYf7ng/35GtpVE1G1rCv/ynECN105Fvf8GpXsHVzack72ZVsfP3pFRMK1vT/syvBCDPM+MPbxiPR5YYUZ9NgeSUONwfcQ/vGXcHnLYcX17TXlxypYVfK9hJ4imMJO/JpxPtqkdsw8Zu0KLZW0P2nhR+Mix9aFqs3/FaAspkqrpCX3acZsVfvdvzZ6tb3n//Btw9N6//Eu0cmB22Kg2qkwsMS6SpFHs/sYsHulFTZUv94jW2WhXZNRFyTsjpHdPhSBSLmxqa5okURkzIVOv2PGVzxn6aHpG+tBu9R3bvUSpg7FlG5DxBTG1hvSoAlQgozTIWj8GMgNZovaK9/AplGjzw8FlTtbaartKsYkCmB/oLQ913VE2DsWvq+hl+mbn7t/+W3Zvv8ZOHcYf+6lekTsgsLM4TQjGjb9qOdrVBR08cv8HPB97LDcesuDXQrr6itl8V2ROX0Zstk0vsT47L5JHTnpg15tktIe+JemBrEtXdgH7+jGfXz/HjQH/7kiUl3s+PPLkDwzTDImcJzUQYYfATQwx0G02lRhSOa5XoV5ds6lsql2AOSKXxcQcP3xJMjd8+J9dCqj7e0gprtmSEMM/4cSS4SFgCKEG0YEzBt4r0Vk2rWxrd0K0uqJqOZmVp+p/LCH6+vp/u3jM8Tp9wo5wzSvdMS6BqBRcij4MjI8yHR9qmRwRevX7Bdt2yuf65V9s/gOh/j+vzm+f2J5blAe8TKZ4BA9PRr16S5yfCu29ISyojCkqYw8iQDaHalk15HlMIwGiFYDN29rSzo67q0kVRgJJi9NM0zKeAPk5c1obVizWnGHk6POCf7vD79yUAaE0URcqRPI6fzMUyZcQhEdF5ps8Lrcpk25GqS9ANRmnm+cQpZJIuwH0OEZSgTM92LoG6urrCqhodSrEhCDFmVKMQq4vWpxVylXh3vGc6HRmPI6FqMJWlbQ2aQPU0slUts5uY3IkqGapUsQ+WB9PyajUjkonLCecTVjku2hbbbNn7xNPeYUJF1pkfw3uafM3V6pf06466s+dDHypToVJgnsdyI3LpNLVtz4OSMqKeI0oU2UaMjKwlMMjEQc3MeWZiJjQG09RUZk2TE+n4RDhGvLOEACEIrRUUBr9aMyH4DGE5QHqAOBGV5ZAUd84y5YFWn0jrF+z9xBe6RaYFVa+o+5uSPNqKIeqiB1lVZO+w797jn93SVB03bUtrNH3bUI/39B/+HU1a0EpYUot/3FGtLjFs+eJlT9xc8TRk7t6+Z/YJGY4E8RwWof/6S8YQeNh/ix9P+E4R2gk1j7TRkuprnDVkmzFpQ4zPSVaTSVT5iDUKZTPrpSQWXl3xlFa0Tc1FE6lVotKwsjXbtKbqXnCaHE+7BVHChYdqbVHJE04Dx9OOTTPRqlgOLfikkWqhGDVGhw4epVckbQnVlhgjIUZCLOZMMcafaWWHlLibIrMJOBuRc2OojFXd06ojKSeGqJiCoJVCaYOyHYaKU27OsjWZvhY6Y1lVlqZas2m23F5t6FpHYAZtQRkSBSQ6Os/48IjsD+jTiZVd07z8Gut3qDChttuiuQ4gCr96RZwyfnScPpwZeTGig0OSQptEXkZ+kIrtlNjvT3wVF9Kqwn34PUNVoW4aOntLvfT08wNj2uP6RG8vuNr+htM0cbcbOKTErCypbZjSDo7fQLUiK8VxdyAOjrbacP3V1yTpaGRB0sK/mT/wxdWGr1aWeXpC6Q3rzSu2s+GBxJF9GU3NFrPsmecT+6cdyzgyn46YqkZVFfKpO6Kg71FNzcMC3e0vqJqOeZqJ0XOjoG0aNpsNfV1T24pKAnb8wF/tf485wrraoLa3sLWMhxHxK/IysLGBp92Ju6eBfHqE/Qdevr5ks6pR7RUuWo6PoFaXtDctYb8UsHFdEz7cgQj64pL3ITLsnyAl8vHIuD/SZVi9/BI2G/KzW5LSVBG0BJ6GO6anBwRBNTW6X3M4BIZpRufEpmuoa83w7j05R5JX3KiAFsXqas31s2sqW1PrmkbXVLpCiyaoE4+7b9jvDTHvOLnM4COVMoRwhXcLOQZMW9HrQNw/EIaZFDI5QewqaKqzEfZII3CvembT01QGkzzRzTyveq5tw1K3THnHPD8wh8CYNMfoeBsFl8osQCajw4JED9mhbE2TIrrpaVthrtb45pradliE9fQj3XhCB0g+4L3HuoGm0qjLF4Tukjg4zLhg3j6hncK0PUN4YugcYVXjTE1jt0hjqJtEOrzlnWrJt/+IW5PR6YR58w16X0xA286Sv3zOLu5QdwETi770RWeoVytiU6NF0W+vsZ9kUxSiKkQqRFUgtsQVkRJAUIgIflmYhqEkfSLUeWDdBtra4uaRb+7f8+P+QEie4Ceyc2hpwG1ofJlOw1SYfgUU86Vuc1HOJyIpl2b5RyB/doE5BrxkouSfioDzlcmc/0MLVEaoq47KXKLpyNmwmzPD4HBTmZbQ0w4UmOaKrZTPrkyFKMVpCTyMjhAT1h9QORRT55jBFInyrNWZSKDRkhgYOMSB5vDEdjmxioGGiD6eUKcR8YkxalwnhO0WZVtYbwjtc55tL7i4WCNGc1hmdnd/4JAz2IqT8jT1hq57dj4eEuPuA9o7su4YkyLNE/ZwYN1o1l3NaXNNbFrSsiDJs641PiYOxydMlVi1iq3asVYJ7R0xb6h0S9X2iNrgIngTSSZzmO+RcEKFGSxEK6Bga9dM0jFGwafI8cMD3TLRXFzT2B4tGq3LpGFOGTecsP6IPY7MQXi3D6xag5gWFwLeBWZbkdoVm+0z2nDE3lyhtCfHA5V9hpaSe32qBJVCV2tcqtBGoSpFSoGnN3/g+OZbXoz3qBBQlS1awjGyaivqr39Be9OwRIceII6eeXQE2WEaIRN43H2AQ0IvPVW29N2Gy1/9Y/yVZtz9a077t0yqoVUjtWlQ9qdiY9vcUknCJ8eH+YnoH2EZiQEmn0jOswo1VbKkpT8LGxeApxpGbChMW5FMryOVlKJ27zPp4z60NRcrS7A1XnSRibHVp6RbgiGbmtk7oqp4FM2kLampofbkymCDJpoaTIsMd5h0j6SIzqXxH1PmQzzhoqViTd9t6aeR/v49YqtPRZ02I3W7Q6s1SMVjsIT1Nbe//HMMCjcVXWIRoaobsjX4NNPUB+bsOLmB+LTj8e2B70fNDo/XQsiRqmupxNCI5UWzolag3IkxL9Q+sXGK6aImrbckn1HLTJ2PXJrMVRjIyiC1RdYrwuYlPsHdITG5jiZUVO/eYecjVSWYFNjpmqw/0yz9eKVE1BAqT2uLln1V1ayahtYYFILRhm29RYmi73ustZ9yuhyFnA1S1USn+NEFpuh4cjt24QmXIxeSaDVEHONhT/aBkAJUCmUEZQ3StzyFyMkP+Ljg8bR6Ra9bchZ0zjwdDrS05KqAl3FsOI0NLiS6fKSuj9Sqpsk1vRa+umhIrKk3z4ghMfzxG9x8IPFAlAl3fCzSF01FPSYqZVEri95qKrenIjNQcciXZN3SmI5oDU2q2dgG2XZ8c/8jg4XetJwM6NZias1ldUWFJg/3hHiirgJq3SOnRxq3pn4zoxbofMs8TixxZLhI7KsVQTRxGdAR2rpCtR3L5Q3eCXG/4+KwZ2sr2u0lydYMUwWq4uL6CquE1fOO9WvNcPotcf+HsgerHqSHfWY+nsg5ME17nr5/i33+C6xu+eLlM6JbcD9+YPXyBnNjCG8fim7w4nl/TDwdNfV6RbaKd4PnSz2yVgEbTpjNNdQVp7jwdgochhk/nKgrwy/+5NeYVJGkITRX2NUF1WpNTJkwD9z/i3+K//DAtjLkm68ZdAFEPtRw6Cu0wHGOPPiMOh7o5pk/rxWXmxfY7Q09il5Ai+CmI4fDb3mKbznGkZgSOW0xDyckwLi9IJkN2+olrrtCR9Bnn4IMLHMBHk31HwZVoxYWC0Y5TB7pTaKylrAspGFhWTzWQqw1quvIAlfP17ThfYn15iVrhPUMervCXFimNvJ2d+DgAuvN2YiYAhwNU2B3/4EwvcfFhfn0hH58QC3uZ2JKlpq+67GtAdsSbZnKylbjNh3K9KhU4vm2a4jZMjgQDFd9zVZGjBuoraXSQmUVlS411Pf+giBnI9ptS1tp9qeFx93M7EdO7kAiEaOnYqJyO5b5RKwhSSKlhEazMWv0YSAvC4eqZVSmKKe6iTYeeRsaVMi0Y0vOHUuoaJgw7QqjEg/TyCbcEyy8XvXok2M2M8fTI9uLFaqqOWXwSPGvCZmQCyCdYmmQxLqiajZcmpZeVSAZXU+YSv8k65Epetf2ssA+wRPPJp4f77mfZ9zpSJsF7Rz54ZFZPAcm4i+/4qK9Rk8LcXwoZtmqwdkVKY3s/XT2bBNQhkUiuVpobIm5lVRcVFushqau6KsK9/49j6cBlMG4mZBhrzr6izWN89RuJsSJqlHk6HHTQIwLScDXNfO4IGFhF2ZCjlxfdlx2G4xUvKFicp7tboeoK5Tpod6SVcs4HHkYA4OHKIHfXF+h4olq3FF/9Z+Rw4p4OtLVAWsV7+Z7IPJyfcF1vaGyIA+PuCUT6466X4jq9Fltn8AtuOM901NDs97Q/+ZXzA9PSM4ofQZltxv0evMZ20Twi2MeTmeiS8np07SQ9wes1tRGkORQcUHCjFUZU1m8Gzg8viV6d54YmyjcihoXE/OS2A+ObEwB3zOEyTPnFpcqjLKl+be+weiIdBfIPJMXh1tKM3q2DXVT9hJRYPEkaTjpmrrSXFE8kdADR/bEuiEskd3kqJeR2q7Q3RZ1uSamPYfpHnKLCYb+aYHtM4bTjkwmimF0EyFPQKDKCp00OmtORCoLjdE00fOytdTWYMwF2fe4KVGZFbmy5Fqj5REhIUpQz75CmbPHzZLISzzXKQspHs41SiFVQSYrQVrFprlmZfpPRMSgI7NyzOKYiXgyMSmWORJ98cL4uK8EMHXD5vkLVjc9OSeGoUh8Ga+R00Jta7TWrNdrRAnbZ89RusSnD8cFFxOvL/4BRP//2/X5zfvxX/4/SW5CxQWVApI9OQ7A4dydt5jaFga63RDJBDcQpiNpcfjJweIJPjI6OPrMmEwpqiSdA0MiR88yVeQIRjuihugL2JAlE60lNQrXGILkInWhDCpZdFJlnFMEawuDUVeKkchTUiwo8uJJ00IMkZQCOgttjCgXMW5BYjwvylQY49lhxoGYhKwTSQeyEtBCrgo7BFEIikpB00F1qclVAlu0Y3OAiGK0mTHMKDEghphjKeZSRLkZNz3jxhj67ZosFlksLhgmPVM1msa0pJSRBWrvGfwHJveIXV1wYTv6LtGoM1suRI5EHnNmxhCDQFDYShOrjFhB+hpQhFwxBKGNNevY0KGptUFCQLuApIBPCYkeictZRmIm4wlRF1f1s1OzrhemBCe7YqqeoVTFxlheX3fISbh2Pf/9j7/jv6i2yKpDrWra2iBWsE0mkPEusLhAOh6x+/dwuSpj7dOeIYJPmiUEvJvZmQsGJRw5cDNVLPUCxiIhIyERzIrNENH9ijEGxm4FNqNMIBiwaaZdhHxmUZtUsV1XtC1YTpgUKH5fMyENyHl11KkGF1BUjGyIMUMW+naDmjSGLbVaAZpDcLwJjsVnrIW2S6iqyP4t00QyheHXNC3q7P/56byzhlp7quzRumHJFYt3mHgCJejkMWlBgCVknG5QSqFEkGaNtJe0bc1Fp1l8OjeXztpb+Qws5szeB6wxeJUYfSD4mcUNIAvbNFBaBwkfE6eoEWq0X5A0MS4LzidyThgiNkW0Vqxqwxfdhk3VYJWFnJiXkXj3lpwzWfcku0JnqGqDsWD8Iypn1qajsR1ysSbZikOs8CHjTgsGhXczf4jgFo+aHC/8jvbrL6kqy/27R3bdjq8uvsRNkA5HxPeMPjHGPbbp2Ky+pFpdIDjCaSK5QAyKyp/IzRV1VzHMAz9++Bv08shmbVmWSN9qrNfcZTikFZv1S2R1QWM8i4JqgUrW2M1MV9cYvf50yCkRVlaxzAd2CZrNBhByDITdjtO7dzzXEZdGEsWIU85AZfIT5JERRxKwesXbaeBLvWZ7dc2UKw67PWkc6VUm+ZlZGoKq6euKqzATdEe8fEEGoveMxxm3JLrnF9S2K02rvuIBilZ03yNn7extWNC7B0J0zLamXfUoiUyHonGXgifOM7bWSNvwNlqIFZIj5ERwMxs8hohLieQOJGIZhVSZuuvRlSFH8FMihEx2Cy5k5pTIMqDMjEKjTUtVdUisaMNCPQ/UIVHFgM5ALgWMrmqiwJgXJufwAVxWlDaoAtvgBLp5R+1PpFjG6JQSVI7ImQGalcHZFaIrNNASMSmi0UjOmOAIuicZS7NaQ90xVRXYuugSjAN+PuD9gouROSkcgg0eq8s4rA8ZHyNpPqLTgJYM6y3y7LaAYQoWBLU4rvJERyLnCasD+6ri0G54tb/HhMJENU4Tux51dcHoA0+zJ2VY2Q39q2vsqiblxHx4KE23TQsm09aC1bqwXT4B5uXKMeKnhejdJ8b17DLBn2WjgOgEN+TC1I0Zawx1VdPUDUoyda1L8WVmkhwZ00IQMCqWkVytOYhmGAM5Z2qtEDLKKHTdYTeXiNSfsc3PgHmMpBmMz9Q5YVLGI+ySEFLCBUdME+WEydQSy/8pPhWAOQfEDWgJaAWSEjmBItMYsFpY7IqkFGSFxBpNi8q2jAxPoKIgUahtS1evqGwpdt85CCiUaJIodI7cMLI6faAa9qUgEkGFI2ndgq3IVUVcXaHrLcf5xGFwqKUA3SZ7jNYo56lURIsl+gg+cTQ3hO6GHB05zmhVVvxPT1JQZqE2kZxgcgnnrvDZElAMDMxqIiRfzkSrsVqwKC5lhdYBUY6kwWlNZTWiYQ00IlSAQdBk3LhnmQc4PCFkkoGgMkgumo+dRXLAxgHcCZ09VuRTEzkjTL5mCDW7RfC2xlQ1mYWMRrBlPFYrlNLkGFB+oGfB5EiMCXIiKWFRDTpndC4FuGjLWkXydGIMpSFB9sRMkadyLTGV9beqFdWqYmqEUUPOFjk8YOYjSRuSQFJCzDVkw4Y1vWoQBBcHoqSzLJtgtUIbjapadL0CC5MMiBZ8eCD4gTNPhapqaVVPRHBUzOmCkIEUWJmACiM5JVR01NTYJChRLBlmCjPJqcCsfYnTKZOypsWgvMefJlISCKHkvADWoE1NI1UhdUhiIDBpT286TGtRSqNHx2m7ZWwLmURkRphJtCz5miUW07CrNtHMJ6rDgY9sGpVLE386BeZxZHIDIhkdEyZHuOpprmpe9YmNrpGkwbbYukdry7gIw+OeuEzImEg+cTCBo3Jo/4jUYNeWvluhguZkekbdElMoEmSjpxqLWakmsFKB3hjiqiY1FU5pgm1ZNS3+3ECIlAbQuk5UStDJ0MeGyrY0dQ+mYvEGt3xsMhZ5g4giGktSFU9RMc8RfNF3z84R4sDGDdjgqEWhFMQqsogn5IDWBts2KKU/9i7LnwJaKS6s5VKvMSge5hNDDqRKo2wFWlE1RRPczyNufjrLXWU0BonXjFOPz5HFzYw+EzkQjWOOoNDUNGhpCGlLpSqerSpEdYT9A14SPiQaF1BzwCXF3Bmi2lH7JzClJ7SYFu8WxtmhXGDtey5zTciZiKCzYciOYDT2Yo1pG0QqksuYmOmTYconJjwex0FmpKppYmR98nTzjAoenQPEVOpPihSWr1tAI86W+BwCOivqHNBEolKFup5j+VMLqdmiTIuWgGWhWU+IUYTgEL+wudrQaU8eBXGCnxaS0vhU5HWcsZAVcY7k/obGVlitqbRm1Rj85pasKu58SxBL9DPKOy7TwrZvsBaIGT8PaGOR4ci0OLTbMbqR3WlAqYrpi68Iry7JlVCJ0Erxm9KpIjnIuweaKrJSAb/uYLNCjIBWuOwYlkdM3pWzJ4GdNyA9a6npdke01ky/fEmohF4pDJ5x/oCfd6gzZLIsHuc8TVtjjP50zhSujpBSYBlmUqjg1EEQUioyNzGlMt1kEzmDc5HkMyE4tHlCssfFKyrborVBVCYwkcKRKg9UaqY2Go1C54BO/tzMK511qTqMvaJVNY1p0ZtfUq1ecr1usAp8jJyC5/G08P50R8gBHxJj8DAv2NOJeXbY2pxrp0CrC1mAWHKDikSFo1aaSmmyEXLbkq3GuKGsK+DoKLI6CFbBqtakZg1SpuNcFoZMacA5ilynFpIEhjjTaI/K4GMmhEAymaQzh8PCEkORd8Pz3O95kWboXlCtO9T2gn203E2JNE8E789n9YbYwDSN3K4qrq6v0Js1KUVSmIh+gSwkp0jHGT9MzPPIkBdcCmVYbQlE51FJYdDUWZFxWLVQJYU5Gw3rySGuIScPNqFjxq/WuLpm6XrCx8o6w5QHIguI0NDSUqHTTEoVuIqwZHTwhYSUI0s6W3hlWHLEE1EarM4o52m1pWoss8pMTUsTFHW1lGcUMySD5JqwVBAF0QZbV3gUc0hEv+CSw+oKbQzLPHNXZRyOZ3HHulnoKiGamUDgNAbmJaOU5cIKuhJ2WtGZSCNCjkeq4YS+eIHvVzz4op9/u74iW4uqAm3booJBvEIOR2xTEfMKkVWRiOs1Z/z10147vd+xPHyg7iOr60JEZZ5Iw0ieJ3Iq+UCKiaQtWF0ILJ9dGYguEhFC1iSxJDGkqEgefNYELEYrjChyrllcIMxTscRzCV1B1TRcXF5Stw2Xr25ZrSJVHdkvC9NuR3r3O5b7R8QtJKBRkYtOYWzAHXY8HRb2SZMl86HZsFysudCBi+iQJeJdkY2qEPK4kGZHW4G/MIgZWdKuSNXqhlW1wgLpIeP0DcswII1mUZFFz3RKE1SHzg3BGLQ1XDWGZ2EkLIocDSk9Y5GWeYmckmcRhzRlepIMKQqzrYlWFT3rHCEFEFWgls/ub0nBBWUy5ejR6KRRAVJy5wxJl9wbqLJCfJnWlyCFNGx7lLKYvkejqEnYFEmnE2mewDlyCKgUkVgISFJrcgrkEAgpkpWQqorcWZJSJCW06y3/6//d//5na+IfQPS/x/X5zfu//J//T7goTFiW8xCm0UK2DqcdUVIZkZWAUiUkqo/HqIKYG7LWZDEYyVQ6U+VAipZMJomQxBDRRLuUEUYCJA/E0tUUQYeMjmDi2eTkszZMJFHeRSbzEyOdDColRBJBaSZTM9sKb8ynxZOUImtFzvIxPyWhiNridEVpfpalrSSjgqNyCyqloieZISZBFoMKGp3O4+X64+hmGadUFE3tOs0oPEY7lMqIqUB5xhBwEWo7k4gkEbI2BCzRGLIpPlR1FjaxIipPSAOjylh6UtJkVcZBKiW0SqPJIB5yIJ0PdJUT2Rc2kEg57CyG2jTYbEocyFDOpvKeoyiclINqChrQVLkwwZIkRhSn2CG+pg+aflnIZiT7RFwCDY6/0fBMNVjS+dmVgqqQ6EszQkJg43eQhIW6FNRZMaQWVDFoyRRjISUF0FiHhikthXqYYzFgMIomjjytBZ0VawWVsQR1hQ6CSh6sUHUaawunNFAzpwZHBaEcME06UMl8LlzKcKOLmqCFpD3YAsylnJDsWKxibizL4kmLQamMtRGpP+oD5zPBXEoX8Py6KifMfEK5AZ1CuRcxQ65BV5AgiGakLUCOEoJUeF0RRVGZSGtSOcyioIKncgspJURltMCCKYw9bVBlNSOSqUmgNKPuibpFpDA6NBmti66f1kKFptMLmbF8rwWILM4xp8SSipFLjobRw35ZcHkpRrQZsoZ8bn7Z7KjCWZZCNFlX5wRc8DkQU0aHAvhX2SGSsUmjskZlU8B03bBTGzbZcjONoCxaVXBy7PwP3LYvWdoG5EitBuKqYVkWZrcQQkeOFdp0RB1BJ2J0ZD+AbZDKopRhcZ4YPbrTpCho8UhyRBtQ4cQ6ROJZI1YAHwNdWBOUJ1qFUJGkBIIgpXnShAUdA7qqSpxcPKZuUGiyQI4egkfyQmLG+IAKERt7UvaM6kgjipANoiINDmU1g21BaZQWGh2LRrBzhXFYWVAVRivEaUQ0x67n0XZMNZATKkeunj6Q1w0JqD4MiI9kYwib9Zkh+VF8TSBq5tAya4voc1LmFy79iWAXlphIEZRYsrE0caIeJ5TqUNpSNw0mR/SyZ4lziTO5JMWiK6wSGgspRvyiC8BFJuYCknprWKqKaA2LEnwMhBzxqeBCOgVsjhgpOspWFfBGckJlKV+iyHKeaPrkP5Aw5/sBAZ09Kp8brKLKeVWgzxL/yKh8/j6lwjKgSJSljweKFHEtUSVeBmVKQ0tApDwr+VgQpkS1RNppKax2oEqJLJq96QnKEEVIVNgzaLz0FUlbXGWYjcVXLYGin6rl/HvSxyZaRiShz6ODZeOVuPR3EqEMREWOVQEfMfAxeogqsULOElEKqAvgLErIkkm5/IIMpFi0FEXKKxglKC3Y2oDK5X4nhyIghcSB94q0JJKfSH75VJTmnIlZinmyEkxvkb4inJnJShk6VSRlsq5KzhJGMgmtErVSZw3m9Gl6Gw8hmfIIlUJMi9Ll/YtwhobPP5M8fnYsHqZJUMlhksfkBZ1TYZsmQamI1YmMkG1GS4QY0SFifUKiIicDU0TFjB1d+UzeoRdHFRyqq9B1kavIShO0JitPqjPhDPwQPUjAiCNLLLFHC6IVWi0g6WPvlDnBLpQGqiKRckLFjJZMnw0tNToLkjnrMgIJJlURoiFFi4oKExI5GTIKSZlqnMv4aAofTzpQwtS3tDqgKcw6Y8DI+QwUhVcNUdXlbM+qgBGSi2l8Xj4VIyFFUooEKdqyIhmTNXpx6JhKLqFrFmqiktJMVoqsahKlOaFqi1YZUuQQEiEJ5QfBqkyvhUpnlMqsJUCKnEbP4hMSAyaNSD7nrAhJhBA6Qq5LA0HB0UxMuQANqFwMv1OJsSXAOaz3hdEcBZsrNBVJVwStUbk0Xb2GUXmMAms82nhUKuIci7Ek0eikaGNd4qKvcFNLHTM2Z5SYs06qOS/whMoLEU/SGbQppBApzaQcPcmdGHWZ2FMEGlVxnXqaACb7cyzJpNaQmKEpRoXZ1zyGHo8gOdPnUEAOtTCZmUUCS3LluVGaClZljK7oTQcZvMr4lMB5VIglxp3jFjkgZ98lZR0mt2W6gZLbk03ZG9ISo8YvlpQFIaFzaZol0UQUGYWvDMHUBGVYlMVJJllbmOcfc31K3C7xyiBKyn4gITkiEkoNkBNJEkqKvJ2cJdQ+ZrWSEppEHyZqHOdub/kXukxRZF2ipEZRYanQBahAlZzgfPbkrIhSAI0oCpcVC7qI4ygNWZCwQCyAMiKEXHwtPq4DJQFVHZllABQqlWeWs+Jp2ZK9KvVNXMDP5BRo1EwgM0VdYu+nCu+c16aEJtK4xCpAkxM2BqrsaPBYFKJqnKwo/tgJEY1XhoRQq5oqZmx2kEqz0+lIUJElD2RJKBI2KZqgC/u5snhtccYy2RVeSu5qs8UgGLfQuAkhkczComfInqyKVKXOGZMLUSgrQyyFZvF5SZmUFIuuSFlT+bJPlWrIyZJEUPWCJ6G0JlVnbxStCbllkRXS1HRtollplAYXyx3LMZFipMmJvEzk04mcImINWhnENCSxuGhhHJh1psqJJddkZam6AvIZKoJXjPljZwVqlYtpplLEfgM5Uaki8YWAmB2iAhpDlTtIl5CELInshpIOaIGuIUsswBsekRJvkUzKZSoiEzFaMEqIMREWIZLwuYS7IJAUGKsxEqnMhDEf32k5d8kZMarEBHUovwPIaQ2qAimAuz8b74nSGGXIyZByRUyaHDOBiliqXaB4q4gofErMPrJ4j44DJpxIKZGJJW5IkVyxukbQKBGMLjUZSmNNIKd4zj0jUQeiBLICL8KsDIuu8WicaPCZenEY95Onysd8OQuIFKm7uERqRlTO1FbRGtARhI8AcYZU4mSkJkaNymUyqHgNCiKGrBRZVyRTXv/e1hyz8Op0Vz5CKJ+zTTAkjdPCSgVM9OhQ8shTrogxYThjIGdiVzAKbCabDKrEq1oleh0QlciSCpM+OPJpIOayb0t+ngsekyHUHpMHRBska5I1BSOSckanVO49UvZlyiU+jtkx4/kkVyU12hRii4oQpYKsMA70HDApI7FMTs1RCMaysx0JzdoJjRdqCXSiyE6VnE6ErCOhFZxRpUl9ToT1uXavbAISd2ZNQnG5HM61imFKLVNQ7H2Z/DIqo4ios4xbSonkHYNPWBXIxjHLQMyCloqGGv1xmjJDDAat8qdzOQPiPVonRKtyn85FRdHB/gmijTlDElRWpFxQONEKEQtZFxKSGFRSqPwTM10kgQ6gc3n2HwcL0vlLlXtSa091jgXkdAbgcmnCKkW0mRQjeId4X/LAc70lZJRViIGkNUlbsi7NqJANIStyNmQFo6nP6y1R+4HtaV/kSzUEhH50SIahacl9i+7L9ItkV8ii/hIRRYqBGEZCinh7wDd7tLVYsdRiMKkiOKEJC2SD8e7TfQnUoCBJJulIrhJZBCuZSkWsxJJTpzOBMFcQq/NjlI+Ps+zBbMhZk7MiJ1WaU0kTKFKtkhI5Z5J3EBLGeXRIBNEFo0SwJqKVLz30lM9l28eKNfOxp5JVLrijyaWhd5bnyUqRz1MHokDO5OHKJ3QMKAGaNf/b/8N/97Oo9Q8g+t/j+vzm/bf/3f8RLRFLLCCA1rikybHGUoCtj8V4FikSLkphTAJRGBNKYPlseWUVERsIUqHSOaXMmXxmLyitsQhNztQpo89BpQDaGdDl7yjJ58eU9YxSkFwmh3M3XEqSUeVInQJNcpjgP40yAAVsV5CMIiYhZvD5DOwrTcyKJUhJUnMROcopk5OQ4hlrSCDOkyf/aRPlnBBxZBVxUkZIZtOwqBpPRTyr4MScS7KcYQwWlTOdLOgYUTGiQ4CQiVGIWROTYFOHy45EZDYLWYrJpkolGSzmOR/h0pL0KnV+r+cOQ86JLJEgkZQXkkSiFOZN4kxGPOuQq6SLPi0alUBi+lQs1NFTB1/GrSQjOSOpaDJHbTipSC1CYyNKlffSyYxKvoyepoxNCkLiWF2QKkP6eJCIkLP6pCtZDmoNoulThzYJZTWiNDFrclyhsWhdfj4qj1ORkCdMPhFFztIjgCiOek2WnxJR4Ky9npnViqC781+WIkqZAiR9XDfkctAkbWinQBUnsspk46jTUFhHQKUSrSqgmBZQkrFKkxS4rDnqS2J3yVKtIHliDsTkij8AC0oiF3XGJD6x1jlvPaMgiDCZjKj4CQD0Z7BJibCRCER8DoToiB/ZthkqEhdxxMYZCRmikEJhCsUEKZVRv5Qz5FI6xSg4scz1BlRfCk0RyKF0Ys+6gmekEJHSYRUyodTKZDHYyVPNDq0z2RrctilAEqnEHZOxusgz+Vz0WVMKpOjIxyMfFkPvTrx0HwgrIUtAJ8tdSFyO0PuBqVkh44zfKLIVrCwICq8CkjQqKwzXiHSoLCSxCKrs72DJXqHO+g0qZ2RaSLUQwkKlIGv5FMOKZaujUyXZDnomiuBSKezJpelSwCtHlT3kRMwwRSAKJoNkRcsVXlVEK4yyJ+lMEzoSoMUyZoMPBQArUkBlnary0MjGFmA3BXzSxGRABbIKtMnTpoDKBfhVPpGVQsVYksRKn4uMUsBqYDGGoDUiCSGyWo40fi5R+BMIe47L6qd7klLGW4O3ha2TzoV4RLFkQ8SQzl4WSso9PKMnJbKLFBbpef2UZVhe/yPXtiTlmoZAowGtC1p3TthEwFjzGXBcDDfTR2AUIYkmiCGIISoDypAx5d8qdTbo1GitMVLigEKXZPUjWxBVpAVzSXQYF+Czxm8GU9cosQUwg1JtZiEEiDHjY2IhMqWAP5ckumlo+Exb95zwx0zxI8kJFQI6BozEAkaTIURIkWw1qm1QxqCykP256Ph4pH52fZy6gYxSCdERJSWmlAL4/HVuJ3z81wlKUijnRrqU9yYUmaqYMzGdmZpnNlGOIFnIolBnQCCrkhpmo8tU1/m5f2zQf+QrK87Sbc6TfTm1clnufOT/qlw+j1IVSmkUpfGpz0lqpDT3kirsrqQpYH1y5+TTks436CPR7Wz/grZQ1RCrCm9qgrJEW4r/VPByYgRDRpZIThktBrEdYjRJZVATpp2Zi04aahixSmPQ5L5jc5rJ41I+cY7Y+QReEcSg2qp4yggk05dxuAS4GXwiYkl5S84GdT7zm2zY0KNtg6pXn/xp5rk0oUwLRxKnHBFVQEFtFD2BWgnNcU+rS04nKRTJJB/IZibGjFQVEQhJ4XRDyBknNc4nwhxYgsKJPa+ZEhsyJQYlMj6Uz2MkoYIvJnnqpzVQpQLeCCAq42wNugUjZBE+wvWlKi175COBIMePv5VP+vhlkZZiZc6KkKTE61gAPo0v01gZFqnPa96f3w/U4qiVI8WIyREjES2lsFE6kVHofFY2TCU+5PNnUSoT1EJSDkFh1McyrJAzBMp5U2BgnPaknNE5YMgswCgeJGHsuVDP57wunddx/pimCFUujToyzBJxORNSAWuTKJRWtNpilS7AmfMQIRqDNxqVPZrA4huILc63REqToJJY4rRkHJ5FYonHucWIRVVdaWqd41ZIP8WHRLnnKZc4mFXZaG3U1OgC7uTzfFAWdtp/iuEqQwVUOVKlSM1EY8ayV8uBiBbBqowV0FIKextGdIzkIGSvS3MxxTNAAFHV59iWWPDEj4AxlHNCKYKU4tQkhS+d0NI04RxUz4yUfD4P1Bm0K2/tk44lOesC6pQaGPXprCjnUj43Z1XO6JwwKmDFUTGXyZTz+vpZkALQgiVjOfvkSFnrMTcltyHiVSJphRJ1jpcRDCWptEJEcfKWSCLmRMz+E1xZSWSjy3i/z0DKzAhzkjMgpUAMIUdSmrHpCJR6Z8mGaglUOZRzUgnUNVI1aGWpxKKUFNmu/DETOGNcZ8IGMaNiRGWPnPfOR4NXJcX43mtNUIJEBckSxRCNJmLx2ZCzQmLAuoDk0sAtTVMw00KVwdXCJMW3QlQmdJBjLLIJZKakWYIqubYOWAmomBCfi+71WW6Tj2einMlbqoWuQyuNioKdY6n5CFidoLXYdUsymlkMc7YlxmSPkDDK0+nweelyjm8ZreYyYyvnNFxlMg3nMUckZPTgy3GuNWHTnNeHlNo5KVLWnLseJcdI5yaTPp/Z4VxdahBbmkDm/FGNSMlrycRzI8uTWUp5QVKaLJqk9DnPugL5qSYv0PpP5+458/uUmygyYhJGnyc3JZWJlpxwMRBTwOREY8qXFcg5orIg2aDElv33KW89/3lO4wXBii6N3/OXFkURD8lIjoVd7QJ4f147P2f3fnrR82tmLee8FbIofIrsXeYQKI0u0Sij6CopE+kETJrLuj/Xw0lySXCISEooKc/LZ2FKlNfEYuaJtRuYVY8jEI3BBc3RW+pVgyihXxbsMOOURweHuuxQufgPWeeoYkTlUq+KlN8xxxKnRUqTEGOJq54sBQiXgoySh4XoPVK3qHVXaskzQK5yuX8mLVTqgOX/296dR0l2lof9/753r72q9+6Z0WgkDVqREGCEwDY5oOBDMMeEBGMOwSxxcpLIWILYMdgWSmIbgX2cYzAJBJKA45jFJIHEnANEwY5+B1sGLRY7I7SMZuu9u/a66/v+/rjV1d0zPdKMRtL0SM9nTp/pvnWr+lb1e99773Of93lTHJUnurgqj1fk/ZGH0T69TNPR/bwvtfPRpA2jiBND4tiEgUNSKDFAsZI4rBoHYzICZXAziJUmczQDDZHOj5dYYGnQqcZKIgJsynZ+A0bbNsr2GGQ+scrP+ysqy69NhjHkMDPD43+futvBMjGKBKUVmWKYRpOXnWubiH6q8VWJelbCSvIEQ5MptAWW7aABbTnojdJodt6fJjjoxOTnlZhhG8uDr5bRo/NhS+VB9DTL51nLFBgdgQ5JVUxma7QyeXBWDcuNoFDGwspsMMNJ20mx85PyYQwrTzDSGZjhpMwbpeQw4Jh8wm4n0zjGxcXF1Q6WsbBda5jcmo8wZniNlh+VzSjIi2WDpTBGUY7i4bVRnuSZMrx5bfLjZM8rkQJBGqLJR2AowMEmdS06hZTQGmClGtvk5zaW5VGmnMcDNWAUjp1ScPKbAa6Todw8OXF04mBAmRSyDMdossRFZ16eYGvyufus0fEWto74VIa8fGAUYqk4D9gog7LS4ZFfDXuUYfegyK91LBc9nKfFaIOyEiwVkifv5L2URqEtxYBhu1Y2mVLD2ItFrD20djEMz2k2zgYsg2Xy62hFlv/9M5dk+Pf1fZv3/LNf3dZ1SRD9HGz98O7vL5NsHBxSgzvQFK18+K6l8kCE8RVpasiifJdJEk1zkJIkGqM3L7S3HWOMRrGOrRI8Ba6CwFJ4jotrGZSlh5fsJRLjD2sI5YHyrcEas+Vr68+jmBawceNt9PgpB04DIdg6P7XNg8AxKonRWRd0m0wN8oteyBvsMAvMWAo1vIBTtjW8vNebJ8pWAKqAstx858pS3G4XJ00ouIrAsfAcGxtwLAvPckm1zdogn+SjqGzSRG/b/n6W5qU3eglJluYnvK111sqGgevgZGVc5aLjjCzWFDwL13FR2sZ2HOwsRsV5PXHbUsP7HvmJp2/buI6Fp2y01nRbTdI0xXadvGNXClUs4FVKeIGDZdsExTK2M6yNqQyDwYBBFFGvVFkO26wMBuwpT7C81CLq98mSmAEltOXjeBaWnUK/g3PJwfzAkum8BEeUglLYxQq266E0mEwzWfFxBhl4FqaQj2ggjTGDCNdJUTakkSY1FlajMayllp8I5rHd/D0bneH25rF0yimnP8Oa5BsUYDkWjmfldVctRRppwu7wEtWCYt0ZZWZ6XhG/PEHgBdg6n5SzGcaEmSbVDENj+et6jkU5cDh5wghjDIkxxHr4ZcxwWODwvWiDGc5qX7AUlUhjDQNjloK6ZVG0hp308OI6z9JQeUkKtXEbZHRNilVw8pnXrfw9qmHZg50msyCNYLCOifujPc+YjT0w/0S1hox8CHNmhlmZJh8mnRITqYSQPFNi0A1JF9fyC2wUUa1O3/IIUzhtN20MRzoJYZRysDmPmahjkULUgWxA5Nepry5QDftoLFwvI50cy8sQxRG2Y+OWPNqtRzBJF6M1XqyxvRrGstCpIU6g0/Ug9fCrAU69irXeJZudZqHZI8BmpuTkJxWWjWN7LLczGnYXvQZWCEaHFOwQZQ37SsuhjSYulXAaVazUMGaKWJ5Domy0sdEFhWVZNOM+gyil5JaxXI/VQf63qBfAsbf/XeK1JqlSEBTokJLGMYq8/Ee1bGE7Jh9tNrwpqaIBXq+NWwxQhQKR7aIHhiSy0N2YTqTQypBZipJSWFkeULLwiIsVEq+MZ3s4QY1ypYFSDpYxpIuPEndbKMdn4BQAhVMuoSwLx+jhSTiMl12KSkPap5mm5JcHayi3hh1MkFnQifOL75Kj8C1FxSuxr1Sl4LrYbj6hqOW62I6DcmzSLKM/6JNlhrCf5PvIKe0mP2EuBEVcbzgZtWPhFx0cz94SZNvSH4zSM/LvjdGE3Q5RN691pzYeH2a4265HZXwSZeWlv7BsMvKhvYnWNJsRYZyRDvfzoOLhevbJW0qaJvTW17YtKzXGcIY3HsCQJilJFJJEIUbr0f5cqo1hOQ5ZN8GkWZ7klPeYw6DUMFGW4b1X38a4eXBID4OHeXxk+2c4CmoMf3aGP+cJXhsnocCwz1QK4RkAAEe9SURBVPUtcLHwFMOM9OHna3QeCB6W/8HkNwGzJMkngOr3h5OWW6Mb4nr4z5BfWG70TwqDW/QoNwp4xfw8ITOaJI0J+13C/oDMGFKdEoWDfHg/eT9nG/IyB8OT0bwwZoQO2/kJfGl8Y4BSft6DyW8GZYYszUi1ZhQrAXwbCg74tskDCsPPe5Am9JKQJM0wuDgUsJK89r+yXGzbGX2mWXOdVW0oBS62baFqDZRtY/subhLhRQOwFBaaYrSG1VzJ94fxMcpTkxRMH6IesVckKkwSA4ntYvyx/IJ00CFNMrLh3wgNvXZKpd9jij62u3HXPcKKmhig57j0e63RMbU2Pk6xXENPXAne5kReJ3NcK9+vbEN3bQniPl7WpeC6ZOtNNj85Q5RZzOsqjekJJvZMo5a+D1NXY5SiF8Ys/ehBBsUi1EpESY/e4ASDvoOigEq6qKSP6+cl7E5up2p4zrqRvbMRHEzSPEimtabfj9FxhhX3ABfl+MNzm15+UWVX82wnyyY2Hom28ixMDXFec4s4zLOgUp2PrDIW+KUSG3VIjcqTIpIkI4lTsmx4gaohTCGNI7IsRisb4xZB2TiuTbHgYNs2lmXl+Q2ZJut1idM8MG27PlahOBxlQz5Zp3bQqSbOuhgSLMumZNWoKB/f6QIxxuSB+1QrMmORaSu/QWeGIxochbGLZKZKreAReDaerfBdi8Cx8R0LFzChxoo1dpTlNx3Vlptmw33Hc6x8fdvCDWxKZZeC7xC4Nu6wXWEprKKDFTjD5+rhzU697efNZac+lp+PbH18kxpmdmsdkqa9vO/JrDxQGCfQW0NpjVIbmfwbNHkIz+Q3JzMNWUqcxLTiNrGO8xuXbD9/zEx+ThtunL9hcHEpKB9f5Ukh+dhbRYoisxSupSjaFkVXUXLIywFZFpYdYKkA2xtDedX8bt7G3mMMSZYQZhH9ZMAgCYmymCTLiFNNnOXtJO8HN1KQhkF2Oz9G5SM4LJSdf49tYTs+BbtEYBewh4GQKNWs9xMcS1EtOHi2xclHWkspxoouRVtDbxlMBpaLFbfItKKbKNqpRcedpDk/T9xq47oBOh5gtCGJMkh1fg3n2Fi+hWu7eRa0PSwhMsr+h0THhKQkNijXBScPKkF+Q1NrkyeI6BSdRRiTjwqxtcJOwO5F6DiBLCOsFeiXXMwwKKZw8ozgxSWsLMM4NlmiKTpQLioKrsbzDWnFR7v5Z5RpiHU+gjXO3DyZRDkoK8WxB3hpE9saXkdWahi/nI92wNrWbwWuohrkI0Md26bolPCczRGc2xk8bwILnyzLyzikiSFZWUOHg7w0qOugGmXyO407nNvvuCwvS2ZZzjAJLR9NZjv5tZFtWaPkCUV+THatfGJRRzm4ys7vzwxvBuV3u9ONuq0n7WePQ1lbvtT2n1E7LB9+b+XzNrHRxzwNNvq5U67ltMkDp3GGibMtByS2fR8lGfPdaNsy11LMVoJ8H936muz8VwIIjeZYFOEszzPVaRJ7RSwH/LLD/3d8gRsrKW1ls45hsJ7QsgJ6WYLteaMJRccDj0lveE2703vd+D+OoLWevxVl6IQDrIkx/EaVzGRosnwUJAz7hzwQ280ceplDqvNRA0kGaZaXFOllhl44QKW9/DzXUqSZIYw0MSn9rI3y8rbnYKjoCMcuM+bbXFNUBOk4VqEMZTcPNisL2zI4dl6gdOOmmzYJhOssLT7MaqtPXyd0dR4ULeuYispQpSJGu8RxQJgGBK7FZTMOlWJettN2quAVULafj6k3ivX+ElGS16WeKkyijc0DJw7z/Nm9dPoJg8E8pTAhpE68so62LOxaFR1pVpp98DOCkkGbYY2FpUXs8XGcahlrOJpmIx6WZBbRYJg/kcDqWopVSLFsja88nExjt9ew0Kh0gEOK5/tbcgFtIuOTJmk+d6DySOIYnSZ5mWSdUExCSo5PVWmsTgeTaNqDImV/kO9apRK6EBAV/bx8jtFonQdoHdPH8ovgl8lSSNLhZZKyiEPIdB4fcDw7H5m60biMHp5DQLFapGXbNIoW3fAYcbpG0atQ8fYRA00NabeLf/QE1cjGm5omqFSxXQ9toL22gJVFlDwbN/BISw2yQgODwratfN45neEkSX59YtnDUl9gjCYzXTLTO6nlb9q4nrVsOy95VwhQtRrG80kYXvOZ/LhrTH69FoeDYTKRQW30hWY40s1oLPLj/MZVz0Y/kiVQDkrYmbUZ7CTvJ3xL4Ssb187/uEmq8nO5VKHJb1zm5z75yDWGcSTbc2hcPb7tPUkQ/Ryc6YcHwz9qOx6VwNhGAY6FXXJRzhMfuJIsH341SDKiRJNmCTpro7MeWxvuxkF69DvYeHhL0HPjGt0YTJSho81Mku2Hn+FBr+hiu9sDGLatKLglioUGRa+AYz99B9+dLLVD2mHKTC2gPOxcjNb5HcEkwWQZnaUmvfUOTtkiXV6mbAzNqQKhiZnwGpSdEuv9hG4vJA4H9Dsh2i+AX8D1bBoFLw8YmfxzTRNNEqbDDHtNUDopsHPSkVtnGVG/O5xwwtDudfE9j8DzibKIH6wvc/3EXlAWfrGE6xdQfpFOamOUIjq2SBql2FOT2O4wQO1YFH2bmYnijrMRZ50YjMGu+s/AX2FTGmd016PRz25gU6o9s9vwrJIlebA7GUAWbTuJNijS1VVMGI6W2bUqdqWy40sdXl7n0UHGdWlI4/IrwS9ydG2F5tIKxdoca5ZhfHGeoK8IdET9+quwazWSKKSzmk8QWxmbwA0CVpd/SO/E/ZjyJDgB0+MHMVmHxeNHWH10ibqXUZgeI1tewvILNMlYy1wunZjFTjMGnXybT3RjpmZ8vEqRYmmSh9cW6a2v4Fgw5hlmgxokGYNej9LUHN7czLa2rrXh0YVHcB2Xseosa/28ht5cLUApRaY1g36PNE3zLLDj86w2xtCOQ9hJGLcdapUa7SUIysW8/mI/IUp6ZElG+sPvo/o9HNfDLxbwPI+oUiQt2QQFm2C8zr5GGVUcg0KDdqdD0m/nN06yFM9zqZSKpMtLmCQfvhevPsaJZkg08zzKU9NYhRozk5Mcb+XlHlraUK94p+zTloJJxxD1H6JpPCzLzy9bLYfZ0iwAURTR7/dHwZk0SdBpih4GM7I0QWcZnusSBP4wg/XMpWlGPMhL9JzutODke0l+qYxXKHH6yxm2n3NtXDQpKNX9HYPmT8QYQ2dlmSxNRhvkuPnFjxsEZ/2+R6+bGXQ/yS/yTt7uk9flpHf8OFdZp73Y234I3s5S+Q09f8vkVU/AGEOWZURRRBzHo9FL5yxLoH0i/740Dl4ZyE+cXdfF8zxc1x2Wz3h6mDQlmZ/HpHnN+SzRqPFJjOOTpRndTNPO8iAw62tEq0ukw77T1TGFrE+9UsUr17F0jGVCbDs/1lq2NcxkNcPjaoVu6tBdXsRJV/CKZQiqYFlUK0XsYo2NP1q72ydJ09F21iqlfPKnLXR/QLq2vv0NOQUSu0Q/zbAadYJSiVK9sW2V1W7Eej+hXnCY6P0Ypq8Ztfd0bY1sdRV3/34szyOKlknTNoXCvrxmcDcm6m1uFyrPPi+PBZs3yIxhsHSCpNUc/YyCoOzi+Q6Up8CvDF+7RRDsxbbz4cNZltHtdokGA3rNtdGxS2eGsJsSVBvYtosf+ARBgOc7FGub/V6mDfOtAWl2UuPvLjHuRlQaU1AcO6UdJHFK96GjpGGegao8H2di/NSOaQvLVhTKHo5n7Xwz/CTG5MHLsJfkk+huDfg8Dte3CUpuXipKPC5jDLGO6cZd+kl/W/B5I+s2yQxRlhEleQDcGDg5SL3TYcpSFp7l49k+vuUPg875pIeubeVJMraVl946g/ZwLjJtWO1F9KPstMcBk0ao7mL+vda011fRxSlq03PbjmX9Tkwab17Hlev+KW3NGINJ03xixChmWER39Biwua8MRxRvPb5YtTp2sXjq+zAZ2mQkYUhroUWhOobn2xTK/rYb7jrLyNabmCgEpfLkMMcicG2CrIsVrm1ug7KgNAu2s8OHYsB28mC346DcvGwejpP/P5xTZfS+kgQz/NJxjOn3T+kTnMlJrB3em9jd4lQz3xrsuK/Xiy61wqnXyBt6WcaJMMFZXWEuS+g0UzIDd3slfnL/GBOVAIwhPPYoa/Pz1MYD4ijEL5ZoYbGUQFaYyEs2GoNutdFRfl6Rj8wE5XlQKjHotPOs7fHJ0x4rtm5n4AdkEWSpIc4064M4L+WJomJZ1IsuQXHzvQWuzUTZOyUOMx/FLPbWKcUL0FzEhBG224MspOb4lG0Powy4JYxfzvcLkycOPNROGFhlyvUZ/GKZslNgtrA5wWKrH7P4yFGieICx+wROQifSrMQu+KXR27Qci8hrE2cxSkHdGyNw8tfZ6LP7ScaDK0e5ZnofRkdkWYugn0B5Ep0pWidOoI3Ba4yT6RoBAXtn6rh+nrM8ePhhdKkAdj4HjIrakG5eHxtj8ByLwFUMlgZ4noXj2xjLAX8srwcMJFFEEnaxdYIZdLB1gk8/r38+TLDyggA31ZiwB0Ed3dhHpjwy5aBqdaJ+SmOmuK3/3Zp3OGqrnQVwAijU848d0InGGlY4qIz5eUJjmmKSFG007V5vWAkhTzhY6sS0Wi1Ifgx2zJ7GASqFueENuAjSGN1eJ1leorR3jsr0FADtMKXZj7EtmNt7Mcqv5MeHwQAdRZCmebnQJCVKEmJjiGwH7brguuB5GMcdJYwMm81pnXx8c618vgrXUniWwlPWqJThhUCC6OfgbILoT8QkGVlvWKNvtHDLClsvpJ+obZ1pAz7pNa2Cgyqcmul7oZhvDehFGXvq+SzfJ9NxRrYWYjV8Wt0W0dGjWMUinZIFAfiuz97K3lPef5hkLLUjMmNO+eg3Oowz/cgG/R5RGFJrjI2yve4++n1+Yu4q3JM62oJnM+5CdvwYzswMdrl8yusZYwi7CdEg3b48TDFRhrU1eD3MLnc8K894c20sR20/ydzIqEw1aaJJY02WbtTY3eENnZzCBjieRanuX7Dt6EKXrq6iO3lW8mgYle/jTEygHIdjy+v8uNVj76DFZVdejnIcVgerRK0+U+4EyyWbhXabYGkN90cPE3ga/0UvwArySVlJYkya4LgelVqd9MF70U6Z5c4x4qSHpWzSNOXI4Q7VcpmD03twaw3U+BjNZMD3lh6j4FSZrDp5RhpwIrTY09Bkg5igWWVsag+uH7AWp/QzPWpmhbUjOGGbyliD1MQ0ux1W43WKpQqJblCqjjFVH+4nJg+wY8C2A46stgiXVsiq0+xxHbJYk0Y9Bs0uhC3qtQyr0wSdYaPxW13odPH3z2FP1jgxN0uYaOIkZcyGisrvmHe7g9FnbzAUCwXsMEZrf/PCTymcRo0Txx6h3wtxJy+mND0NjmKlExEmCUrBdNlH64wxx6bobO/DWlGLdngCnbXw/YuZLk5v28c2DtFBEOQT7zyNwUohHldnAaJuns1Wv/hpzWp7PMYY0qUlzGBzH0UpVFDAmZwYnfhvyNKEzsoKpn0C0jgPxFT3bh7g0wjTmd98KcuiPD5F6u8h7OfH4ELVwy+cGvDJul2y1dX85k6nk08aN2Qpi+rUFN701OMeN6N+n35rM9AelCsUKvm5Z6ufsNoNsVYf5KLnXZ9fgA3Fhw+DbePt2wdAv/8YoCkULt78ff016K/R7yS0V/p53zkcquHUp/DqeQaO69kEZZdMp3S7XdK0SZKs4TgNHKdOPBgQdlpAPkKoWCziFwIqY6d+3hvCJGOhFZLGGVFns1auyQw11yavewGmu4ijUtyxSZxSZVuSiAlDkpWVYSkFRfnSvXjDWqCPxxhDGmuifpKPZny8YPhJeSVuIAFxcZ5ojWk+Rns4EX2hXMUvFqE4DoU6MLyRvBbmN3mGbMeiXPfP+Kbr2YgGKb31Aa2lE+y96rJTb34nIQzW8oSQ0/HKUJk+499psiwPjKcpJkkgTfPSPmmKybJt644C7cMvq3T6UUHi2cEYQ2uQ0OxvOa6ctM7GnhAbQwtN0XN4XtGld/gYf7XQZzyDA1UP37fwihZLR1eYrDZI7JAoGuDYmoq7UZ4TnHoda0uQubO+RpbE+ajLxhiZ7RMajwEug8yh00lJk83M+80RYfnWFcsOtp0RmJAJP8M1J9eTZ/MCfev5gzGsJxmtVDNuKYK+Br+C3ZjAKm8eG9fCNbpxF4C032Shl18/drshWhv2V1zKno1dGKNUmSNwiiy0EoYDhqgEDhPl7Ylyxhh6q4ssLj86CpCniaESV/CVn0/Q3RhD+T7luo+zpa9Y60Z8b+VBfmr/NWRZlzheodhLwc+v7UzcI1lcpNPpsNqLSZ0Ck2NjlCpFihWP+MgRnKkprGIZShPbRv+ZNCVrt0fXyM3ViCTS+N6WAPBwpHyaaDLbR5eq6CRFN5v4fh4/2WBXyljlCiRd7GQdJ6+8RHtN05j0cNwn6Ge7S2A59LMyaZyfEzqehVuw6PV6OyYqWZZFuVzGtiwSbXhspUWcPUTgGeaqlxO41c22YHuk7QFZP8KujeNMz2CAY+sD4kxTK7in/O3EmZMg+jl4KoPo4qlzbL1PmGjm6gFF79SL2XQtvyvpjAVkrRbJygr9ICD1XRZ7ixgMNa9GrVCjXC7jODtkQJyFJEnyO4RAsVikOMxy6MQdvrPwGM8bu5TJcuHU5y0sYKIIb//+s/p9up+g+ynOxKmvqbUhjfMs0jTRZCeNjNgos2LZ1ijYbrtnlpkldi8dRaTLK/lkWsCJ9S6L/Qgv6jE9PclEqcBytAqZohFVsIo2Kza0tcFd7VM69H1KExVUrcrAcTClEmmSEPa7qFod33Qpjk1iCptZgSpLOPydH7AUL1N3I+xuD7tSoTA7w0oSMTDTHBjfw1jJI+r3+O4PH6Lm9KhPVPD9GdgyksYM7+6sZpp+HNNeWMDxK/SCDD8rMlcYY6qgYLCOTvLJWNM0ZCkLiSONaffYo0MolglMD9Pr5xmHToliycdv1NGRD66L6Q/QUUh/vER3bg68EpZfYV+5jMkyWq3WKMvbsizKWmNOumnhTEwQBQUWo5j5pTV6Jx4hTRIm9x+kUq/RHUTEYUrNcZiqBpR8Z/R6jpN/r43mePf4aIhnwfSp+nWCYPaZazhCnAudwfrhzZ/rF20rq3C+6H6fdGVl8w74Tqe3WYwKl1H95XwyKdtGTV6KauxHJ0mexRlG+Xvc8vx+JyaN8jIZftHJA+pKYZVK2OPjOx5Lsyyj3W7vOCpAKZUHov1Tb0wPOm3CbmfbMtt2WFk5DpPPo+DZzNby8wA9GJA8+iPsQOPU6mid0lp/DJ16uM4EJqiTOjUyK8Z2N0u6bGzDxvdpogl7CXH/CCaJcJwqjl0b3Ux3/YBCtX5KwocxhuYgoRNtv+EP4Ds2k2XvlKH4tmPhFRy8aAmVdKC2j1T5RP2UNM5I15vo3nCyP9/HmZw49e/Ilj/PTkkoJs8O3yhRJcSFqNdcJ+r3cNMO5ZI/Kt1ycqZPlhp6oYf26nmdXTZXK9X8J94HjIGkD3EPPejQbYZs1P60PYuws8TYnn0753o5PhTGwC2ceeaREM+QTBt6cUo3THikH6ENVC2bxSTB76cElkXR5PWnu+1VSjrAtV0SKyUMWyjL3t6sVV52tdgYx3a9fDcxBlvHFFRMQExgJVQqHq5nPf4+YXvgFvOAsO094f4zyDSP9SMavZQx20a5Fk791JvKnTRjOd48JruWohoNiOOYer2O67qs92Ka/Zi0v8qgv0SUDZioWNgnHd/zt7y50Lc8poKxHc95TJKQtlroMCLsxfmoQSvPvDYGVgcpy/1FrhibQxOS6BaFrIhdncaqzAzngct/59KJZbrr63ipJgrzMo3lpE31yqu2jSox2oBtY1WrWKW8bKbtWHlJrDChYvcxUXTKtkI+ksCZnj5tIsCGLNOsz/cYnys/7o3KNMlYeehhwiiGYoNCxR2VaTHG4DgOlUrlcZOhltpdfjD/t8xUDZdMvRTP9rY9nszPowcDnLEx7HqdXpSy0M7nD9jbKOLJzf9zJkH0cyBB9N1tvjWgH2eUPIeZ2vaDh44ysvUQeyzA8mzS5WWyTgdnahq7XGItXKM9aNPr9/CVT8Nv7Pg7bNvG93201mRZRpZlw7ram7uL4zhUq9VtB5L57jzH1ntcNnYRjdL2jk8PBiTHj+NMTWGfZbtK10OwFI6UTxFPYH61zdLaOuMkdCs19k+O0xws4tke9aSCDvMbMStpytogITmxymyvTXm8uK0tO7OzJFlG79ghMBn+9KXbSg6sHu/Q7nQwZFTCNYJ2m+CiKfp+n2OtNbK2RcO1mZ2d4nBbMxbE+PY6peCiU7a53e0TxQmeX+Bvjv6YhhUwMzUBvg8mr6E9n9lE6yFqrUc58xjvNKlMTeDUK5RqPna1iqrVWXukTbns4Lg26eI8yofFUolBs4VVr9EYH2PMtmg2m5sb0OvhZRkdbegO0zCsWn3bKBFtDPNrPZz2CQqddaarRcYOXIXjF3hsrY82hrLvMF099YS2G3dZDVeBfLj6XHkOW9n0eg8SBHM4zs5leoTY9YyB5mN50BnyC8Ha3t0RTElCaB/ftshYLiaYHGU6kqaYtcOQpijfRwUFrOnL8prCpzHoxkT9zQtUv+hQKHunXX8nWmsGgwHhlpJdG7aOIlPDYFnaXGCw9Bh0F0mKszSjfL6DuJ8RFMu4qkDW72EXixQm6lheRJKso1DYtketdjGu624vB7jxMSUd0rQJQKm6n8rY9sx5Ywwr3ZjeSYHyjTheo+hRK57FTZTeSp4hX5mGoIbRmuT48bxwM2CPjZ31OZIQz2ZpktBZWRpWOrGpTm4fsZbPbdWCsJn3xRt9iM5vAGaJHt5o2lKiyJits7JinALGLWH5JSrjRZSlGHTa9FvNPIC+G/p0IZ4Ci1FCK814pB9ynR/QGSRcPF7Cc/JrA6UUZauADlOUpbDrAco+P+0/68RkYcrhOK/Tvd/3sBvBtmDuUpTQ3VLxoOJYTA7nO+p2u/T7fXrG25bsUC+4p8QpnglH17scaT/GDfsuBx0y6C/gdm20clGVqfz8JK9mwvogIdSaiyfLGG1YfHSJ1v334E40KE5sniNUSiXcrYmRw1hNhkVXF6nN1PB2GEl4JpIoo7MaMjZXyqsEhCH9fh/Iz9XCbkwc5ucuKm4yOVmkMHXxWfeXWRby1w//LZ6b8vy9L6Lobi8/lRw/jo4i3JkZCAocGV53FneIhYlzI0H0cyBB9AtDN0pZHN59u2isuK1WWLqaDyt0xvNsrWRhAd3v487OjoZjbQS2jDHYls2e8h4slb9GmqZEUYRt26OJrDYmpdyJNpqHmw8zGFQ4MDZOJdgy2VGSEB85glUo4M7NndV7NMaQLvax6z5WcG6Z8+K5o92P+MGjx7m2ZLHg+uhGg7JuotHMlmZJlwcoz8ap+wwyzZFOSO/wPJPJgLkrD2CViqTz83mQyRgYrBN314lnLkU5DsZAZWKC7lpKoezSXOvSWVuG+ceo1CtgQbdm0apMUHWm2D9eYqUbESYhk8EC5fLzUMqm2+0yGAwIiiUWuhlr8XGuqk/ir/dora9xpNMDAkgtxjJFsVHGKRfx0g7dAxczMECmUc2YLEoJOwnBXIF0dYGFVMPEBKbVZCIK0Y0GyrHJej1Mr0upVB7VnVPlMoV6napjU7atUeZkkmmOrvaguwBJRCVtY1X3UpuZZS3M6IQpllJcNFbEtrYHnRb7i0RZnv1QcktMFDazKZOkTRTNUyodRCnJGhDPImkErWPbl7kFKM88feVf0hg683mdyK0cH6p7zi6gn8bQOrp9meXkr7NT/V4g7CWE3eSUbGjLUvhFBy9wnrjMQjLIy+UMR6hoA0mYjkq6Gb+O8evDUQCPQuNibN+nVPdZ7W0GuNNWE91qY9VrFMYaFF2bwM3QycKWjyH/RmtDlGlSXWSQ5ee6p0vgHy97285rnpSwlb/H4jhaFUkWF0d9sLtnD+ocRwcK8VyQpQmtpaXRz5WxcdzgqQ+iNBcXsF2HytjOI0GEuNBprfnL9Q5znstKO2LGdbh0okwUhXQ6HSYnJ8FA1ozyjGfA8m3sylMffNaDlKyXl3TZWk11zVc0LThQ8PAsi8wYjoUxW6cUmfIcyltKRWpteGRhnU63S1AoEhQKzNUDfGd3jMpa7oT8aPVRXrRnP54yRNECJVOFqA3jl25btxelHFsf8Lzp8igG03v4MGFkYY9PoGzATUbJjrA9EQGg30wwxlBqbP+7nbzeyeJBStTLqExsJjD6fkDah3zGZyhUXPyimycHpBHU9pzVZ6F1zCOL3+Xh9R4vPnAt48OyXaNtOHYME8e4c3OsxHnsS+1w3SmeOhJEPwcSRL+wGGM4tj4gHR7gZmsBgWtjEk26HmIF9mgSzvxOXoxVKuJOb9bnS3XKfHcePZwFuOpVaQQ7Z6mfbLm/zHq4ThZNc2CiTDCcoNVoTXz4MZRj4+47+ywOHWWkayHudPFpqXMont0ybbjv0BEu9jRV3+XY2ATduEuJFgfrl6LDlKwdYxWc0Qnh8U7I0qHDWHHE/ktmqM9s7iOm3yF58F6o7sVYLr3mOlma0G/HWLZFseoTDqB9/ARuvYFXLFKxBiz3l+gmRSoTexmr+Cx3IgJzDFdVKZXqrITDExlnlZJbZyXxaOoyjrKZs22U1cfzNeVGFbfTzWteFhroJN9XlaUILTh+fAG8PBvAmZqi9Nij6OVlVK2OE/hUh8P8rGoVp3H6fTtMMk40B6jBOk7cYbpg6KQByg0ojE9xop0HxifKPrXCZlApzmLme5t1laeL0wTOqRe2g8FRlLIJgrO7oSbEBSvu5zeiTj7d3DoTk+3lZQiUxSgNCZWXGDg5OH4y24XK7NNXUiaNoXNiM9t+q5Ojzlt+1toQhylJmJeBgS2VR056nrZ9THF6VIrBshRewcEvnmY+m+VDUJ4e1Uk+ZZNXVhist4hcn7g+TpLtUFIGReDlE/9V/Kdx3py4D61jJJ0YrUp5eblCYds5mBDi7Blj6K6vkm4pV+AVihRr9Se9P+ssY/X4UWpT03jBqeUjhXi2+VFvwB7fYylKeGwtzzK+aqKE1WlRqVQobKmFrsMU3d25Fvtoj7NUnrluKUyiGRUaP+k526rEBDb2lhFt/UxzNIwp2RbxludbCvb6Hs6WuECmDcfW+2TakKYJ/U6HiyZrjDVqT+bjeEZ0woS/Pf4o1+2dpuy4DAZHKblzqOYRmLxiW1mqTBsOLXS4dKo0uhGQrqygBwPsmT101jZH9FmOojIWnNL/xWFKZy2kPlnEdp+4fEtnJcRyFKWqT2d98/WVUlTGg22TKtNfg7gH9X1n/P6N0ay2f8APltcZK1/GNTPbS3puBM/jiWmWo/zvP1nxzz2ZQTwhCaKfAwmiX9hONAdEw5rgrq2YDVx0J8EqudilvPPRvR7J0lJeN3N66pSJaFpRi2bU3Fa7ObADJgoTzPfmR/WMDYaGN8axNcPB6TKubeWZ58eOgQHv4v1PWGtrJ+l6CNqMMumFeLK+8+gClaTHnGVwL7mEB/s9Hmsf46emLqPouOh+QtZNUL49KhekM81DPz7BYH2NoORRPHiAvYGXn5SsPJQHbkqb2UmDTl7eoDZVwEQR6fIy3aVlmm4FLJt+3EH3W7RCjywGYzkM7C4TM3NU69M83H4UP6lRc0rsr/hM7K1sm0Ava/dpf+dHpMUCKihQ2TtBXCywsLJK88fHGDRX2DPVoFjw0UtL2FlG7eKL8fft21Y773S6UcpyJ8JEPfxolbmKQzexSPBxXI+mVSbONIFrsbex+Xqrg1V6SQ8A13KZKc2cfrSKjuj3D1Mo7MO2n3ibhHhOSYd1yDF5NrYx+fducVfUW9+VmkfAcqF6+vkUdK9Hsphnrbp792B5z9zwbRNHJD+4G6NcqM7hTE7uOJG6EOKpE/X79NvNU5b7xRKFSnXHc5Q0jums5fNJaK0Zm9sr5VvEc8rD/ZAx16HhOmht+M5Sm/U0o+Eakjii0ahzUTHAe4JremMMaPJJgjODci2UfWZxgE6asRQlHI8SLAVzvkfBVsx47rb9Mc00x9YHo2C8pWCm4tFqruN5HvV6/cl9CM+wONV887HDHJwuM12apNd/CN+dwl0/ngek/e2lLh9a6jBZCUYJTFm3Szo/j3fZZaPPJ0t0HvQ+aa4U27Eo1Ty669FoUuZi1RuVeUnijOUjHdIoQ1mKciOfr8Z2rdH3O+ou5eevZxhAN8bQ6j3Eic4J1gb7uHZuH9UtgfFkcZGs02Gh2EC7PqXTlAkVTx8Jop8DCaI/e0RpxkIrzK/HewmEGW7VY2a6PBoGkywsYIZ1Sa1a7bRZqv2kz2q4ymxpFsdyWOlGdMIUbQyXTJTI1tfJmi2U6+DufXInoFknRg/SvHyLTIYlniKPLK7Tb7c5kA0IZmexqlXuWjzERGGG6UKJSc/N5xNoRShbYW+5i99d7dN66BFWtKbYKGDv3YsK1xkzA2qTm8PukjijtTRgfK6EsvLJYeJHD2MVC2T1OkePHqWrB/xgkNDpW5RSl7i5Rtk/xsunrmWyUR7V/zUGsk4KmSZZWsTyLKK5CR5aWcN0e0RhHz+JcWObiSsuYe6yA5iVvOb4mQaK1oaT6iidURqcYKrskBiHTpI/d+AWichPbDYma4myiPnu/OizGQvGqHhPXM88ipbJsi7F4oGz+8MJIcTj6a3kZVJOGgJ9MmMMyfETmCRGbZRPeZy670/Gxu8giTHrR1C2hXv1jVKmRYhdIOx1GXTamwu2XP7brktlbOJJJf0I8WxxPIzRwL4gvw7QOh/pnmQZnXYTu+RTqtVOmWDXsfJAt/s4o8aNMQy0oZNm9HcYGQYwyDJspbikGGx7rVY/Ya0fA3lc2FKKPY0CtqVI05T19XUsy2JsbOcJP3czYwzffOwYlWLEVZOXEkX5iN5gEOcjFKvbR+0ebw7IMsNF43kykklToocfwbto36hc707SJKPfivMA+vAjGnRikjgDA45rM76nlJdmOVOtY3kiQ+XMRtX1+sc42nkIbfbiqGkOTm2WqEnX1ugsrrAaVFHlMvtPKlMsnjkSRD8HEkR/dus3Q1aX+2QKqOWzYW+MrM46HXS7hW1ZlFyFFQQ4ExNYw2FFYZrRj/Mh3Q0Xiq3V/G6zNjhjDewnefdXD1KyTrwtW16Ip1Krn/DQsQX2MaDu+3j793Osc4xuZnC9SQAmPZcKKh8JQT5szR7LJ7Ax2tBe6uZBEgxdE5EVQqy5SzEb2QLG0FzqU677uL5DmsS0lxbJ1lv07AahU+DqehFlhQyCNoebxwjiWdqrC1RMlStnZ1BWXgqpe+QQSxrsiXEwUPA8Ds5N44+PE/YSeq2IimkzWF0mwWBP5u+hMj6Js0MQPUozTjTD0XY2kkVqbkan2SItzqIsRTdVJEHe509WfMq+w4neCdJhOQnP8h432/xkSdImjpfxvDFc98zKQwkhxFmJunlW+tgl4D5xxlIe7D4Oad6vqUIRZ2ryrC6+TZaRLizk82ZsUAo3iPKKPOOXbhuOLYQQQux2rSRlPk64vBickv19eKVDp9XC9TwunZukMEx2i7VmIUq21SmHU5KhCWxF1bYp2tvnWOulGceihEnPgVjTGiTb6qJXA4fxss9WURTRbrdxHIfG45SovFA8ttbmseYxrtuzh6KliOJFSmoc1V2CsQP5HDdDgzjj6HqfPfUCJT+/SR8fy+fi8fbufWY2ePVhKDSgOPaEq0bRMkebh1DuGK7Zj+tYzNbygH/W7XLioSNExQqVmUnJOt8FJIh+DiSI/txgUj0KFtplD2vLzM1JpulFKTqMSFeWRxkbnqUoulYeeHddnOlplP3kLxSzbozup9vqtgvxdNHa8MMTawRRh8moT3n/fkJPMd+bZ6o4xcAEdLIMhcJRsMdzMRsT6gxP+Jyah3Jt4jCle2QJvXQYoh5U51C2jTGwvtohQlOZmSAt1ulqw2xFUek10c0QrQ2PssiMatCNO2SOxbGsx/KxJhY1LEtxxctfwpUzjVMCO63jTfTyAsWqjzszva1cizGGzuoKWZqw3k/oh5u1lB1HMWV1UXFefoXqDFp5tKwiys2D7mNFD2P1aMWt0fNmS7N49tmVQMiykDA8huNU8H2p+yuEeAasPgxOcPYTW/V6pCsrOz+4tW791v9tG2d6enPUT+v4sCboRWcUyBdCCCF2o1QbftwP2V/wKe6QDRyGIYcX1giTjHK1hj2MA9hKUS04VAJ3x0kfjTEkmaE5iOlHGakxHAljipbFjJ8n0DWKHrXHyYbudDqEYYjnedRqu7fm+ZMRJhl/e/wYpULMNZMH6A8exXVq+N1OnpV+UsmUo8P69fvG8utAHYYkx47hTE9jV554lPCTtvQjqO0F//HL0yVJk+PNH5JYBWYrV3J8LWZPo0DZdxj0+hz7/sOocok9l+0f3ZAR558E0c+BBNGfe7JujA7zDHNlKezHq391jnScl80AsEsu1tkMHRLiKTDfGrC+3qTRW6PmeRQuvZTFwRL9tM+B6gGUUiQ6nwF+6wQ4NjARGdwt6RYK8hIszSOs9wfo4iSB59NspyzOr7G3btEYTuLSV4bFisvxcJF9qoHl5fuZMoYxz9Aua9LkBKgSzf5+BvHmLPXWyjLueofGTBX/4osouDZxpkkyc8rQSoCxspfXmRusQ28VbQwn0jKpm/fpBtAmw3abKGvz/dS8GvWg/qQ+V61jBoOjWJZPofAMZUMIIcSGwTp0FmDiec9MJvhG8Lw6e0r9UiGEEOJC9Wg/wrcUc8HOiTTGGJrNJlmW4fs+xVKZTpjQCVMybU7JRAfwHItq4LCo84SlAwXvCeMNnU6HaDh5cLlcJgie3Teqj6x3eGj1CC/YM0vFsYniJQJTwum38xv13mby1EZW+nR1s1Z6srCA7g/wDlz81MZyshSWf5SfXzmnT67Ksj4nmt9jYCz21q6iM7DoRimXTpZZavZpP/wIru9z0dWXXXDld54LJIh+DiSI/txmUk3WjLbPnm0r7JqPepx6Zzu+VqLJ2tFoTJYxBuXaOHXJOhfnVy9KOdHs46Z9vOUFHM+jcflBjnSOUPEqTBWnTnlOog2LcUIynCleG02n3R4lJ1aLHssLxwmNxdj0RZR8h/bSgFLdw/UdjB6gk1Uuazx+/d44aXGs+T3QJdRSl6iToct1GhdfQhRbZNqQZBpLKTxnh5pxYRMGw2xyv0JaqLI6WGG8bOM6m/uwrWxmS7PY5xBsMkYzGBwBDEo5BIFMyCWEOI+MgZUHwa8+7qSj52T9MchiqMw+YTaWEEIIcSHqphknhqVWGu7p5/cIw5Berzf62bIsarUa1pZ5BjJjODyIyAwcKPg71lDPsox2u43Wm3XTS6XSsz5wfrIk03z7+AlC3eXq6WkKakCa9ShFFipLoXHxthIvS+2Qdpiyp16g4NmYJCE+cgTl+09NiZfucp6kMHFwc4TeSbSOObp2P5GB2drVlJwyDy13qRVcOoMYjh2lUfQYu0KC57uZBNHPgQTRxclMqsla0dZ5eEZ3l81JP7NluXIs7Kp31sF3IZ4pq92I5iAh0AnqxGGsYomkXmAtXKPm1Rgvj1MoFEiShH6/f8rzG40GzUFKczjpzWytQME2sH44X6E8SbvrsdJbwa4a9jcuesJtStfWyJotWs1V4lqRxtQsQanKymCFKItQw73NDPc+BdA+DjrDGANBNa9VN2Qpi+nSNK711Iz6MMYQhscwJi8XUyhchFIyFE8IsYsMmtBdhKAGlZlzfz2d5f260Xk2mCPJAEIIIZ79lqKEZppxUeARnMGEj1mW0Ww2UUrRTlPWkwwF7A28HUfPbrBtm0qlMioR81wXp5rvzp+gn3a5anqSAm2MMQSDBNuoU0rIHW8OGMQZ+8eLuLaVl3g5fhyrUMCdm3uc33QaG0kJhTEoT55mFc2R1XsIdcKe+gsoe2VWuxE/WmgzWXLxF04wUyvgXbxfJm++AEgQ/RxIEF0I8VzTDhOWOxHWoM9k3MW1Fe3JEmvhOjVqVAoVSqUSAJk2zLcGJJnBGEOj6NEonWa4Y3uBI+uHCOwChWwPOmgQlF2CkybQ1f0+yeIiGBioAqZQoVT38QKHMFogS/vYTpHAn8lPalrHII02MwLqF4H99JVG2ppxDhAEe7Css6uVLoQQz7iwBZ3FvNzK2Wamaw3Nw3mfqyyo7we5CBRCCPEc9NgwkxxgynMoO6cGuzNjOBHlo3Y1hppjM+lJ6dZzkWaab584QSfpcOlEjQnXYEyM02vjUYDKdJ4wQJ7odGStT6YNkxWfSuDm15gLC1hBcObB9EET2ify8i32qaMQ4nTA4dV7MMDexgspeWUOr/R4ZKVLzVNcGjcp+C7efgmeX0gkiH4OJIguhHiuSjLNQiskzTKS4ycwxrAexCQFh3F/gqJbwrYUM7UA9wmyMRZ6C/STPvuq+/Is8EET+qsMehnRQGOSmGx5BdwSqjqBMzuL0VBq+LgOefAnbI4ms0uzPlGyCkAwcT22//ROqpMkLZJkbfiTolDYJxnnQogLU9jKhyRv3Hh0AqjObZ88dLCef23VuPiZqa8uhBBCXACMMawkKZ10s+zKaA4nBXO+iyeB06ecMYaHlteZ7y5hWYqrJor4KkEN1ilQQWHlAfXhHC1LnZBumGIpxb6xIioKSRYWAHAmJ7HLO5Sjizr53DJuIZ9A9CSLnaO0+o9iWy4Xj72EhU7MIE45utZnNu5woGKjbBt33z4p23IBkiD6OZAguhBCbEpXV9HdLsvRGj09YGzPpUxUpk+7/lq4RjNsMl2apuSWRstNHJPMz4+C4sp1cWamUVE7D/BghhmPKs96DOp5Xd8dTkQHg2MYkwBgWT6+P3vOJytJ0iRJNgNIjlPF88bP6TWFEGJXSgbQ2eyPgbwMVqFx2pqfQgghhBDnW5JpHjhxjEHSx1Jw5bhNwXFQvTUCqvk1oVuA6hzawNH1PtrkNzt812Ii6qB7PZRSOLOzWOEyJCF4pVNG7a0MVmh2D5OkPZKkTqV4GQrQxhA1WzjtJvsaRbyZaaxiccftFRcGCaKfAwmiCyHEzozWrD52iLVwDQs1qk8+fBTjOFSMT8Ovn/pk28Gdm33Kh7VlWUQUnThpaZ4TYjsVPLeB1ilZ1iFNe2zOZLCd69Zw3caOjwkhhBBCCCGE2D2yTHP/iceIswSjU2p2wiUTFVQaESQWltpejiVMNIvdFEMeCGd5GbxaPkIPMEqx4sUk6SqaAdWgTrVyCU6imEp6rPRiosyggD17JvAnJ575Ny2eFhdUEP3f//t/z+///u+zsLDAddddxx/90R/xkpe85LTrf+ELX+C2227j8OHDHDx4kA996EP8vb/390aPG2O4/fbb+eQnP0mz2eTlL385H/vYxzh48OAZbY8E0YUQ4snRcYxy3V0xhM0YQ5Z1SZJ1lHJxnDK2XUIpGWIphBBCCCGEEM8mxzsLHF5tg4E0WcG3NfsaRerBGK5TxXGqoCxSnRJnMWvhGlnaJks7AJg0YzzxKHqT2KpAkqQsrPUwng/j48zVixQ8KXP3bHTBBNE///nP84u/+It8/OMf54YbbuAP//AP+cIXvsChQ4eYmpo6Zf2//uu/5qd/+qe54447+Nmf/Vk+85nP8KEPfYj777+fa665BoAPfehD3HHHHfzxH/8xBw4c4LbbbuO73/0uP/jBDwiC4JTXPJkE0YUQQgghhBBCCCGEuDD145RHV9dohusYHWGyHoaMkucyVXGp+3USUyHMykRb6txvcCzFnnoByzr/CWLi6XXBBNFvuOEGfuInfoKPfvSjAGit2bdvH+9617t473vfe8r6b3rTm+j1enz5y18eLXvpS1/KC17wAj7+8Y9jjGFubo5/+S//Jb/6q78KQKvVYnp6mk9/+tP8wi/8whNukwTRhRBCCCGEEEIIIYR4dunHKcudCICS71D2HQJXMsyfy840Dnxex7THccx9993HTTfdNFpmWRY33XQTd999947Pufvuu7etD/AzP/Mzo/UfffRRFhYWtq1Tq9W44YYbTvuaURTRbre3fQkhhBBCCCGEEEIIIZ49ip7D/vES+8dLTJR9CaCLM3Zeg+grKytkWcb09PS25dPT0ywsLOz4nIWFhcddf+P/s3nNO+64g1qtNvrat2/fk3o/QgghhBBCCCGEEEIIIZ5dZHY14H3vex+tVmv0dfTo0fO9SUIIIYQQQgghhBBCCCF2gfMaRJ+YmMC2bRYXF7ctX1xcZGZmZsfnzMzMPO76G/+fzWv6vk+1Wt32JYQQQgghhBBCCCGEEEKc1yC653m86EUv4utf//pomdaar3/969x44407PufGG2/ctj7AnXfeOVr/wIEDzMzMbFun3W7zzW9+87SvKYQQQgghhBBCCCGEEELsxDnfG/Ce97yHt73tbbz4xS/mJS95CX/4h39Ir9fjHe94BwC/+Iu/yJ49e7jjjjsAuOWWW3jFK17BH/zBH/Da176Wz33uc9x777184hOfAEApxa233srv/M7vcPDgQQ4cOMBtt93G3Nwcr3/968/X2xRCCCGEEEIIIYQQQghxATrvQfQ3velNLC8v8/73v5+FhQVe8IIX8NWvfnU0MeiRI0ewrM2E+Ze97GV85jOf4bd+67f4jd/4DQ4ePMiXvvQlrrnmmtE6/+pf/St6vR7/9J/+U5rNJj/5kz/JV7/6VYIgeMbfnxBCCCGEEEIIIYQQQogLlzLGmPO9EbtNu92mVqvRarWkProQQgghhBBCCCGEEEI8C51pHPi81kQXQgghhBBCCCGEEEIIIXaz817OZTfaSM5vt9vneUuEEEIIIYQQQgghhBBCPB024r9PVKxFgug7WF1dBWDfvn3neUuEEEIIIYQQQgghhBBCPJ06nQ61Wu20j0sQfQdjY2NAPqnp4314QuxG7Xabffv2cfToUanpLy5I0obFhUzar7iQSfsVFzJpv+JCJ21YXMik/YoLmTGGTqfD3Nzc464nQfQdWFZeKr5Wq8nOLy5Y1WpV2q+4oEkbFhcyab/iQibtV1zIpP2KC520YXEhk/YrLlRnkkQtE4sKIYQQQgghhBBCCCGEEKchQXQhhBBCCCGEEEIIIYQQ4jQkiL4D3/e5/fbb8X3/fG+KEGdN2q+40EkbFhcyab/iQibtV1zIpP2KC520YXEhk/YrnguUMcac740QQgghhBBCCCGEEEIIIXYjyUQXQgghhBBCCCGEEEIIIU5DguhCCCGEEEIIIYQQQgghxGlIEF0IIYQQQgghhBBCCCGEOI3nbBD9jjvu4Cd+4ieoVCpMTU3x+te/nkOHDm1bJwxDbr75ZsbHxymXy/yDf/APWFxcPE9bLMR2H/vYx7j22mupVqtUq1VuvPFGvvKVr4wel/YrLhQf/OAHUUpx6623jpZJ+xW72b/+1/8apdS2ryuuuGL0uLRfsdsdP36cf/SP/hHj4+MUCgWe//znc++9944eN8bw/ve/n9nZWQqFAjfddBM//vGPz+MWC7Hp4osvPqUPVkpx8803A9IHi90tyzJuu+02Dhw4QKFQ4NJLL+W3f/u32TpVnfTBYjfrdDrceuut7N+/n0KhwMte9jLuueee0ePSfsWz2XM2iH7XXXdx88038zd/8zfceeedJEnCq1/9anq93midd7/73fz5n/85X/jCF7jrrrs4ceIEb3jDG87jVguxae/evXzwgx/kvvvu49577+WVr3wlP/dzP8f3v/99QNqvuDDcc889/Mf/+B+59tprty2X9it2u6uvvpr5+fnR1ze+8Y3RY9J+xW62vr7Oy1/+clzX5Stf+Qo/+MEP+IM/+AMajcZond/7vd/jIx/5CB//+Mf55je/SalU4md+5mcIw/A8brkQuXvuuWdb/3vnnXcC8MY3vhGQPljsbh/60If42Mc+xkc/+lF++MMf8qEPfYjf+73f44/+6I9G60gfLHazX/qlX+LOO+/kT/7kT/jud7/Lq1/9am666SaOHz8OSPsVz3JGGGOMWVpaMoC56667jDHGNJtN47qu+cIXvjBa54c//KEBzN13332+NlOIx9VoNMx/+k//SdqvuCB0Oh1z8OBBc+edd5pXvOIV5pZbbjHGSP8rdr/bb7/dXHfddTs+Ju1X7Ha//uu/bn7yJ3/ytI9rrc3MzIz5/d///dGyZrNpfN83n/3sZ5+JTRTirNxyyy3m0ksvNVpr6YPFrvfa177WvPOd79y27A1veIN5y1veYoyRPljsbv1+39i2bb785S9vW/7CF77Q/OZv/qa0X/Gs95zNRD9Zq9UCYGxsDID77ruPJEm46aabRutcccUVXHTRRdx9993nZRuFOJ0sy/jc5z5Hr9fjxhtvlPYrLgg333wzr33ta7e1U5D+V1wYfvzjHzM3N8cll1zCW97yFo4cOQJI+xW73//+3/+bF7/4xbzxjW9kamqK66+/nk9+8pOjxx999FEWFha2teFarcYNN9wgbVjsOnEc89/+23/jne98J0op6YPFrveyl72Mr3/96zz44IMAfPvb3+Yb3/gGr3nNawDpg8XulqYpWZYRBMG25YVCgW984xvSfsWznnO+N2A30Fpz66238vKXv5xrrrkGgIWFBTzPo16vb1t3enqahYWF87CVQpzqu9/9LjfeeCNhGFIul/niF7/IVVddxQMPPCDtV+xqn/vc57j//vu31c/bIP2v2O1uuOEGPv3pT3P55ZczPz/Pv/k3/4af+qmf4nvf+560X7HrPfLII3zsYx/jPe95D7/xG7/BPffcw6/8yq/geR5ve9vbRu10enp62/OkDYvd6Etf+hLNZpO3v/3tgJxDiN3vve99L+12myuuuALbtsmyjN/93d/lLW95C4D0wWJXq1Qq3Hjjjfz2b/82V155JdPT03z2s5/l7rvv5rLLLpP2K571JIhOng35ve99b1s9UyEuBJdffjkPPPAArVaL//7f/ztve9vbuOuuu873ZgnxuI4ePcott9zCnXfeeUoWgxAXgo1sMYBrr72WG264gf379/Nnf/ZnFAqF87hlQjwxrTUvfvGL+cAHPgDA9ddfz/e+9z0+/vGP87a3ve08b50QZ+c//+f/zGte8xrm5ubO96YIcUb+7M/+jD/90z/lM5/5DFdffTUPPPAAt956K3Nzc9IHiwvCn/zJn/DOd76TPXv2YNs2L3zhC3nzm9/Mfffdd743TYin3XO+nMsv//Iv8+Uvf5m//Mu/ZO/evaPlMzMzxHFMs9nctv7i4iIzMzPP8FYKsTPP87jssst40YtexB133MF1113Hhz/8YWm/Yle77777WFpa4oUvfCGO4+A4DnfddRcf+chHcByH6elpab/iglKv13ne857HQw89JP2v2PVmZ2e56qqrti278sorRyWJNtrp4uLitnWkDYvd5rHHHuP//t//yy/90i+NlkkfLHa7X/u1X+O9730vv/ALv8Dzn/983vrWt/Lud7+bO+64A5A+WOx+l156KXfddRfdbpejR4/yrW99iyRJuOSSS6T9ime952wQ3RjDL//yL/PFL36Rv/iLv+DAgQPbHn/Ri16E67p8/etfHy07dOgQR44c4cYbb3ymN1eIM6K1Jooiab9iV3vVq17Fd7/7XR544IHR14tf/GLe8pa3jL6X9isuJN1ul4cffpjZ2Vnpf8Wu9/KXv5xDhw5tW/bggw+yf/9+AA4cOMDMzMy2Ntxut/nmN78pbVjsKp/61KeYmprita997WiZ9MFit+v3+1jW9jCMbdtorQHpg8WFo1QqMTs7y/r6Ol/72tf4uZ/7OWm/4lnvOVvO5eabb+Yzn/kM/+t//S8qlcqoPlOtVqNQKFCr1fjH//gf8573vIexsTGq1Srvete7uPHGG3npS196nrdeCHjf+97Ha17zGi666CI6nQ6f+cxn+H//7//xta99Tdqv2NUqlcpo/okNpVKJ8fHx0XJpv2I3+9Vf/VVe97rXsX//fk6cOMHtt9+Obdu8+c1vlv5X7Hrvfve7ednLXsYHPvABfv7nf55vfetbfOITn+ATn/gEAEopbr31Vn7nd36HgwcPcuDAAW677Tbm5uZ4/etff343XoghrTWf+tSneNvb3objbF7SSh8sdrvXve51/O7v/i4XXXQRV199NX/7t3/Lv/t3/453vvOdgPTBYvf72te+hjGGyy+/nIceeohf+7Vf44orruAd73iHtF/x7Geeo4Advz71qU+N1hkMBuZf/It/YRqNhikWi+bv//2/b+bn58/fRguxxTvf+U6zf/9+43memZycNK961avM//k//2f0uLRfcSF5xSteYW655ZbRz9J+xW72pje9yczOzhrP88yePXvMm970JvPQQw+NHpf2K3a7P//zPzfXXHON8X3fXHHFFeYTn/jEtse11ua2224z09PTxvd986pXvcocOnToPG2tEKf62te+ZoAd26X0wWI3a7fb5pZbbjEXXXSRCYLAXHLJJeY3f/M3TRRFo3WkDxa72ec//3lzySWXGM/zzMzMjLn55ptNs9kcPS7tVzybKWOMOY8xfCGEEEIIIYQQQgghhBBi13rO1kQXQgghhBBCCCGEEEIIIZ6IBNGFEEIIIYQQQgghhBBCiNOQILoQQgghhBBCCCGEEEIIcRoSRBdCCCGEEEIIIYQQQgghTkOC6EIIIYQQQgghhBBCCCHEaUgQXQghhBBCCCGEEEIIIYQ4DQmiCyGEEEIIIYQQQgghhBCnIUF0IYQQQgghhBBCCCGEEOI0JIguhBBCCCHEBeztb387r3/965/x3/vpT38apRRKKW699dYzes7b3/720XO+9KUvPa3bJ4QQQgghxFPFOd8bIIQQQgghhNiZUupxH7/99tv58Ic/jDHmGdqi7arVKocOHaJUKp3R+h/+8If54Ac/yOzs7NO8ZUIIIYQQQjx1JIguhBBCCCHELjU/Pz/6/vOf/zzvf//7OXTo0GhZuVymXC6fj00D8iD/zMzMGa9fq9Wo1WpP4xYJIYQQQgjx1JNyLkIIIYQQQuxSMzMzo69arTYKWm98lcvlU8q5/J2/83d417vexa233kqj0WB6eppPfvKT9Ho93vGOd1CpVLjsssv4yle+su13fe973+M1r3kN5XKZ6elp3vrWt7KysnLW2/wf/sN/4ODBgwRBwPT0NP/wH/7Dc/0YhBBCCCGEOK8kiC6EEEIIIcSzzB//8R8zMTHBt771Ld71rnfxz//5P+eNb3wjL3vZy7j//vt59atfzVvf+lb6/T4AzWaTV77ylVx//fXce++9fPWrX2VxcZGf//mfP6vfe++99/Irv/Ir/Nt/+285dOgQX/3qV/npn/7pp+MtCiGEEEII8YyRci5CCCGEEEI8y1x33XX81m/9FgDve9/7+OAHP8jExAT/5J/8EwDe//7387GPfYzvfOc7vPSlL+WjH/0o119/PR/4wAdGr/Ff/st/Yd++fTz44IM873nPO6Pfe+TIEUqlEj/7sz9LpVJh//79XH/99U/9GxRCCCGEEOIZJJnoQgghhBBCPMtce+21o+9t22Z8fJznP//5o2XT09MALC0tAfDtb3+bv/zLvxzVWC+Xy1xxxRUAPPzww2f8e//u3/277N+/n0suuYS3vvWt/Omf/uko210IIYQQQogLlQTRhRBCCCGEeJZxXXfbz0qpbcuUUgBorQHodru87nWv44EHHtj29eMf//isyrFUKhXuv/9+PvvZzzI7O8v73/9+rrvuOprN5rm/KSGEEEIIIc4TKecihBBCCCHEc9wLX/hC/sf/+B9cfPHFOM65XSI4jsNNN93ETTfdxO233069Xucv/uIveMMb3vAUba0QQgghhBDPLMlEF0IIIYQQ4jnu5ptvZm1tjTe/+c3cc889PPzww3zta1/jHe94B1mWnfHrfPnLX+YjH/kIDzzwAI899hj/9b/+V7TWXH755U/j1gshhBBCCPH0kiC6EEIIIYQQz3Fzc3P81V/9FVmW8epXv5rnP//53HrrrdTrdSzrzC8Z6vU6//N//k9e+cpXcuWVV/Lxj3+cz372s1x99dVP49YLIYQQQgjx9FLGGHO+N0IIIYQQQghxYfn0pz/Nrbfe+qTqnSul+OIXv8jrX//6p3y7hBBCCCGEeKpJJroQQgghhBDiSWm1WpTLZX7913/9jNb/Z//sn1Eul5/mrRJCCCGEEOKpJZnoQgghhBBCiLPW6XRYXFwE8jIuExMTT/icpaUl2u02ALOzs5RKpad1G4UQQgghhHgqSBBdCCGEEEIIIYQQQgghhDgNKecihBBCCCGEEEIIIYQQQpyGBNGFEEIIIYQQQgghhBBCiNOQILoQQgghhBBCCCGEEEIIcRoSRBdCCCGEEEIIIYQQQgghTkOC6EIIIYQQQgghhBBCCCHEaUgQXQghhBBCCCGEEEIIIYQ4DQmiCyGEEEIIIYQQQgghhBCnIUF0IYQQQgghhBBCCCGEEOI0JIguhBBCCCGEEEIIIYQQQpzG/w8E1LRwzc88wQAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, figsize=(15, 3.5), sharex=True)\n", "ax[1].set_ylabel(\"BOLD\")\n", "ax[1].plot(fmri_t, fmri_d[:,:], lw=0.1)\n", "ax[1].margins(0, 0.1)\n", "ax[0].plot(rv_t, rv_d[:, :nn], lw=0.1, alpha=0.1)\n", "ax[0].set_ylabel(\"r\")\n", "ax[1].set_xlabel(\"Time [s]\")\n", "ax[0].margins(0, 0.01)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Feature extraction" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Selected features:\n", "------------------\n", "â–  Domain: connectivity\n", " â–¢ Function: fcd_stat\n", " â–« description: Extracts features from dynamic functional connectivity (FCD)\n", " â–« function : vbi.feature_extraction.features.fcd_stat\n", " â–« parameters : {'TR': 1.0, 'win_len': 30, 'positive': False, 'eigenvalues': True, 'masks': None, 'verbose': False, 'pca_num_components': 3, 'quantiles': [0.05, 0.25, 0.5, 0.75, 0.95], 'k': None, 'features': ['sum', 'max', 'min', 'mean', 'std', 'skew', 'kurtosis']}\n", " â–« tag : ['fmri', 'eeg', 'meg']\n", " â–« use : yes\n" ] } ], "source": [ "from vbi import (\n", " get_features_by_domain,\n", " get_features_by_given_names,\n", " report_cfg,\n", " extract_features,\n", ")\n", "\n", "cfg = get_features_by_domain(\"connectivity\")\n", "cfg = get_features_by_given_names(cfg, [\"fcd_stat\"])\n", "report_cfg(cfg)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
fcd_full_sumfcd_full_ut_std
08933.093750.054202
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" ], "text/plain": [ " fcd_full_sum fcd_full_ut_std\n", "0 8933.09375 0.054202" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = extract_features([fmri_d.T], fs, cfg, n_workers=10, output_type=\"dataframe\", verbose=False)\n", "df = df[[\"fcd_full_sum\", \"fcd_full_ut_std\"]]\n", "df" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "num_sim = 200\n", "G_min, G_max = 0.0, 1.0\n", "\n", "prior_min = [G_min]\n", "prior_max = [G_max]\n", "prior = utils.torchutils.BoxUniform(\n", " low=torch.as_tensor(prior_min), high=torch.as_tensor(prior_max)\n", ")\n", "\n", "obj = Inference()\n", "theta = obj.sample_prior(prior, num_sim, seed=seed)\n", "theta_np = theta.numpy().squeeze()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(200,)" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "theta_np.shape" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "TR = 300.0\n", "fs = 1 / (TR / 1000)\n", "t_cut = 20\n", "par = {\n", " \"G\": 0.506, # global coupling strength\n", " \"weights\": weights, # connection matrix\n", " \"dt\": 0.01,\n", " \"t_cut\": 20_000,\n", " \"t_end\": 100_000, # [ms]\n", " \"tr\": TR,\n", " \"rv_decimate\": 10,\n", " \"seed\": seed, \n", " \"RECORD_RV\": False,\n", " \"RECORD_BOLD\": True,\n", "}" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "results = batch_run(par, theta_np, n_workers=10)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(200, 84, 266)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bolds = [res[1].T for res in results]\n", "bolds = np.array(bolds)\n", "bolds.shape" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "np.savez(path+\"/bolds.npz\", bolds=bolds, theta=theta_np)\n", "# data = np.load(path+\"/bolds.npz\")\n", "# bolds = data[\"bolds\"]\n", "# theta_np = data[\"theta\"]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "df = extract_features(bolds, fs, cfg, n_workers=10, output_type=\"dataframe\", verbose=True)\n", "df.head(2)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "X = df[[\"fcd_full_sum\", \"fcd_full_ut_std\"]].values\n", "X = torch.as_tensor(X, dtype=torch.float32)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Training the NN and building the posterior" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "obj_inf = Inference()\n", "posterior = obj_inf.train(theta, X, prior=prior, num_threads=4)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "torch.save(posterior, os.path.join(path, \"posterior.pt\"))\n", "np.savez(os.path.join(path, \"data.npz\"), theta=theta_np, X=X.numpy())\n", "df.to_csv(os.path.join(path, \"features.csv\"), index=False)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "# loading data \n", "posterior = torch.load(os.path.join(path, \"posterior.pt\"), weights_only=False)\n", "data = np.load(os.path.join(path, \"data.npz\"))\n", "theta_np = data[\"theta\"]\n", "X = torch.as_tensor(data[\"X\"], dtype=torch.float32)\n", "df = pd.read_csv(os.path.join(path, \"features.csv\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "plotting feature distributions" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(8, 3))\n", "ax[0].scatter(theta_np, X[:, 0], s=10, alpha=0.5)\n", "ax[0].set_xlabel(\"G\")\n", "ax[0].set_ylabel(\"fcd_full_sum\")\n", "ax[1].scatter(theta_np, X[:, 1], s=10, alpha=0.5)\n", "ax[1].set_xlabel(\"G\")\n", "ax[1].set_ylabel(\"fcd_full_ut_std\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "1. choose a true value, \n", "2. simulate for given configuration, \n", "3. extract features from observation point \n", "4. sample from posterior given observation point\n", "5. store data " ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "81e0ca1aa9a641af929b7ff57a82856a", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Drawing 5000 posterior samples: 0%| | 0/5000 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "mosaic = \"\"\" \n", "AA\n", "BC\n", "\"\"\"\n", "fig = plt.figure(constrained_layout=True, figsize=(8, 5))\n", "ax_dict = fig.subplot_mosaic(mosaic)\n", "\n", "# Plot data\n", "ax_dict['A'].plot(bold_obs.T, lw=0.5, alpha=0.1)\n", "im0 = ax_dict['B'].imshow(fcd, cmap=\"jet\", vmin=-0.2, vmax=1)\n", "im1 = ax_dict['C'].imshow(fc, cmap=\"jet\", vmin=0, vmax=1)\n", "\n", "divider0 = make_axes_locatable(ax_dict['B'])\n", "cax0 = divider0.append_axes(\"right\", size=\"5%\", pad=0.05)\n", "cbar0 = fig.colorbar(im0, cax=cax0)\n", "\n", "divider1 = make_axes_locatable(ax_dict['C'])\n", "cax1 = divider1.append_axes(\"right\", size=\"5%\", pad=0.05)\n", "cbar1 = fig.colorbar(im1, cax=cax1)\n", "\n", "# Set titles and labels\n", "ax_dict['A'].set_title(\"BOLD\")\n", "ax_dict['B'].set_title(\"FCD\")\n", "ax_dict['B'].set_xlabel(\"Time window index\")\n", "ax_dict['B'].set_ylabel(\"Time window index\")\n", "ax_dict['C'].set_title(\"FC\")\n", "ax_dict['C'].set_xlabel(\"Node index\")\n", "ax_dict['C'].set_ylabel(\"Node index\")\n", "\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "plotting posterior samples and comparing with true value in green." ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from sbi.analysis import pairplot\n", "\n", "limits = [[i, j] for i, j in zip(prior_min, prior_max)]\n", "fig, ax = pairplot(\n", " samples,\n", " limits=limits,\n", " figsize=(5, 5),\n", " points=[G_true],\n", " labels=[\"G\"],\n", " offdiag='kde',\n", " diag='kde',\n", " fig_kwargs=dict(\n", " points_offdiag=dict(marker=\"*\", markersize=10),\n", " points_colors=[\"g\"]),\n", " diag_kwargs={\"mpl_kwargs\": {\"color\": \"r\"}},\n", ")\n", "plt.legend([\"posterior\", \"True\"], loc=\"upper left\", fontsize=12, frameon=False)\n", "fig.savefig(path+\"/G.png\", dpi=150)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "language_info": { "name": "python" } }, "nbformat": 4, "nbformat_minor": 2 }