{ "cells": [ { "cell_type": "markdown", "id": "b3a15a1a", "metadata": {}, "source": [ "# Learning on a modified Ornstein–Uhlenbeck process" ] }, { "cell_type": "markdown", "id": "6440c207", "metadata": {}, "source": [ "The Ornstein-Uhlenbeck process is an auto-regressive process of order 1, and can be understood as a random walk that can be used for modelling timeseries in applicative fields such as physics, biology or finance.\n", "We generate that process and disturb it at times with gaussian noise for demonstrating this component." ] }, { "cell_type": "code", "execution_count": 1, "id": "65d51be7", "metadata": {}, "outputs": [], "source": [ "def ornstein_uhlenbeck_anomaly(\n", " t,\n", " size=1,\n", " noise_scale=1,\n", " mean_reverting=1,\n", " anomaly_freq=1,\n", " anomaly_duration=.1,\n", " anomaly_scale=1,\n", " seed=314,\n", "):\n", " rng = np.random.RandomState(seed)\n", " length, = t.shape\n", " y = np.zeros(length)\n", " X = np.empty((length, size))\n", " X[0] = 0\n", " target = np.zeros(size)\n", " for i in range(1, length):\n", " dt = t[i] - t[i - 1]\n", " target *= np.exp(-dt / anomaly_duration)\n", " X[i] = rng.normal(\n", " target + (X[i - 1] - target) * np.exp(-mean_reverting * dt),\n", " noise_scale * dt ** .5\n", " )\n", " if rng.rand() < dt / anomaly_freq:\n", " y[i] = 1\n", " target += rng.normal(scale=anomaly_scale, size=size)\n", " return X, y" ] }, { "cell_type": "code", "execution_count": 2, "id": "9c55a0ab", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "\n", "t = np.arange(1000)\n", "t = t / t.shape[0]\n", "pre_X, pre_y = ornstein_uhlenbeck_anomaly(\n", " t,\n", " size=20,\n", " noise_scale=1,\n", " mean_reverting=3,\n", " anomaly_freq=.1,\n", " anomaly_duration=0.005,\n", " anomaly_scale=40,\n", ")\n", "t = pd.to_datetime('2021-01-01') + pd.Timedelta(1, 'h') * np.arange(t.shape[0])\n", "X = pd.DataFrame(pre_X, index=t, columns=[f'X{i}' for i in range(pre_X.shape[1])])\n", "y = pd.DataFrame(pre_y[:, None], index=t, columns=['y'])\n", "\n", "data = (X, y)\n", "pd.concat(data, axis=1).plot()" ] }, { "cell_type": "markdown", "id": "46c8cbe5", "metadata": {}, "source": [ "# Topological embedding of a multiple time series\n" ] }, { "cell_type": "markdown", "id": "4bc087a1", "metadata": {}, "source": [ "## The persistence diagram transform" ] }, { "cell_type": "markdown", "id": "eb6d73e5", "metadata": {}, "source": [ "A major tool from the Topological Data Analysis (TDA) field is the persistence diagram, that summarizes information in the form of a set of points in $\\mathbf{R}^2$.\n", "\n", "For instance if we try to extract topological information on the entire multiple timeseries `X`:" ] }, { "cell_type": "code", "execution_count": 3, "id": "57a00032", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from tdaad.topological_embedding import PersistenceDiagramTransformer\n", "\n", "from gudhi import plot_persistence_diagram\n", "global_pdiagram = PersistenceDiagramTransformer().fit_transform(X)\n", "plot_persistence_diagram(global_pdiagram[0])" ] }, { "cell_type": "markdown", "id": "e90b2624", "metadata": {}, "source": [ "## The sliding window algorithm" ] }, { "cell_type": "markdown", "id": "996992d2", "metadata": {}, "source": [ "In order to capture local information and detect potential anomalies, we cut the multiple timeseries in regular chunks or _windows_, and apply the Persistence Diagram Transform on each window. Therefore we transform the original time series into a persistence diagram time series, for instance if we cut it in three parts:" ] }, { "cell_type": "code", "execution_count": 4, "id": "de943a32", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAi4AAAHSCAYAAADL8kAgAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjMsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvZiW1igAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsnXd4FGX+wD+zfTdt0xNaQuhFSqh2PcHeBbGc7VTQ6/48Re+80/NOkZztzisCd9azIDl7Jyqi0gkgvSQhhPS2SbaXmd8fszubJQkQeuT9PE+e7M68M/PO7uz7ft9vlRRFURAIBAKBQCDoAeiOdwcEAoFAIBAIDhYhuAgEAoFAIOgxCMFFIBAIBAJBj0EILgKBQCAQCHoMQnARCAQCgUDQYxCCi0AgEAgEgh6DEFwEAoFAIBD0GITgIhAIBAKBoMdgON4dEAgEJw6KohAMBgmFQse7Kyccer0eg8GAJEnHuysCwUmNEFwEAgEAfr+f6upq3G738e7KCYvNZiM7OxuTyXS8uyIQnLRIIuW/QCCQZZmdO3ei1+tJT0/HZDIJzUI7FEXB7/dTX19PKBRi0KBB6HTC0i4QHA+ExkUgEOD3+5Flmb59+2Kz2Y53d05IrFYrRqOR8vJy/H4/FovleHdJIDgpEUsGgUCgIbQI+0d8PgLB8Uf8CgUCgUAgEPQYhOAiEAh6LMXFxcyePRtJkhg3bhylpaUA2rbp06dTXFwMQGlpKQUFBRQWFlJQUIDD4TiOPRcIBIeK8HERCAQ9lvz8fPLz83E4HKxZs4a8vDwAZsyYwYABA5g5c6bWdvr06axduxZQhZg777yTRYsWHZd+CwSCQ0doXAQCQY9n7ty5lJaWMn/+fAAWLlwYI7RENDER8vLyKCoqOqZ9FAgERwahcREIBJ2iKAqewLFPRGc16rsdim2321mwYAF33nknDoeDWbNmxewvKioiJSUlZltKSgrFxcXk5+cfdp8FAsGxQwguAoGgUzyBEMP/8Nkxv+6WRy/AZur+0DRt2jTmzZvH4sWLuf/++2P2deXP0tTUdChdFAgExxFhKhIIBD8Y8vPzKSoqOmgzkHDQFQh6HkLjIhAIOsVq1LPl0QuOy3UPhcLCQmbMmEFqaiqzZs2ipKRE22e32ztoV5qamrDb7YfTVYFAcBwQGheBQNApkiRhMxmO+d+hlBpwOByUlpaSn5+vmYlmz56t7Z8yZUqnx40fP/7QPhyBQHDcEIKLQCDo8cyZMyfGr2XRokUUFBRo0USRMOkIpaWljB8/XmhcBIIeiBBcBAJBj6WoqIjp06czf/58CgsLte1r1qwBYOrUqRQUFACqMDN79mwKCwuZN2+eyOEiEPRQRHVogUCA1+ulrKyM/v37i+KB+0F8TgLB8UdoXAQCgUAgEPQYhOAiEAgEAoGgxyAEF4FAIBAIBD0GIbgIBAKBQCDoMQjBRSAQCAQCQY9BCC4CgUAgEAh6DEJwEQgEAoFA0GMQgotAIBAIBIIegxBcBAKBQCAQ9BiE4CIQCHosxcXFzJ49G0mSGDdunFabKLJt+vTpFBcXx7QfN27c8equQCA4AhiOdwcEAoHgUMnPzyc/Px+Hw8GaNWu0YoozZsxgwIABzJw5U2tbWFhIXl5ejCAjEAh6Hj26VpEsy1RVVZGQkIAkSce7OwJBj8Xv91NbW0tubm60Bo+iQMB97DtjtEE3f88Oh4OBAwcyZ84c7rzzTh544AGeeOKJTtsaDAaCweAhdc3r9bJ7924yMzMxmUyHdA6BQACKotDW1kavXr3Q6bpn/OnRGpeqqir69u17vLshEPR4cnJyeP755/F4PNo2XdBD/qeXHvO+FF/4IbLB2u3jHnjgAe6//362bNnCj370I9atW9dl2/3tOxANDQ1ccskllJeXH/I5BAKBSkVFBX369OnWMT1a49LS0oLdbqeiooLExMTj3R2BoMfSqcbF70I/99gvDEKzK8AUd0jHXnDBBQB89tlnXbYRGheB4PjT2tpK3759cTgcJCUldevYHq1xiZiHEhMTheAiEBwGXq+X+vp69Ho9er1e3WhJgN9WHfO+6A/BVBRh3LhxFBQU8NVXXzFlypSurxG5x+72Ta9Hp9MRHx8fFfAEAsEhcyhuHj1acBEIBEcRSTpkzcfxoLCwkBkzZpCamsqsWbMoKSk53l0SCARHAREOLRAIejwOh4PS0lLy8/O5//77ATUkWiAQ/PAQgotAIOjxzJkzRxNYABYtWkRBQYGW12VfHA7HMeqZQCA40gjBRSAQ9FiKioqYPn068+fPp7CwUNu+Zs0aAKZOnUpBQYHWNqKFmTNnTkx7gUDQc+jRUUWtra0kJSXR0tIinHMFgsPA6/VSVlZG//79hdPpfhCfk0BwZDic+VtoXAQCgUAgEPQYhOAiEAgEAoGgxyAEF4FAIBAIBD0GIbgIBAKBQCDoMQjBRSAQCAQCQY9BCC4CgUAgEAh6DEJwEQgEAoFA0GMQgotAIBAI9ksPTvcl+AEiBBeBQNBjKS4uZvbs2UiSxLhx47QU/5Ft06dPp7i4WGtbUFBAQUEB06dPF2n/DxJFlim/6SZKLrkU2ec73t0RCER1aIFA0HPJz88nPz8fh8PBmjVryMvLA2DGjBkMGDCAmTNnam2Lioq0ekYFBQWcd955rF279rj0uyfhWbsWzxr1c/KXlGAZPvw490hwsnPUNC7FxcWMGzfuoNpFVkSlpaXaa4FAIDhY5s6dS2lpKfPnzwdg4cKFMUJLcXExc+bM0d5PmzaN4uLiLoswCqI43ntPe+3fU3EceyIQqBwVjUthYSF5eXkHJYTMmzdPG2ymTJnCokWLjkaXBAJBN1EUBU/Qc8yvazVYkSSpW8fY7XYWLFjAnXfeicPhYNasWTH78/PzWbBggfY+YiZKSUk57P7+kJG9Xto+/Ux779+z5zj2RiBQOSqCy7Rp0w667bhx42hubgbUwUcgEJwYeIIeJr0+6Zhfd+UNK7EZbd0+btq0acybN4/FixdrJqF990dYuHAhU6ZMEWPOAXB++SWy06m9D1QIwUVw/DkhnHPtdrsYQAQCwWGTn59PUVERRUVFXbZxOBwUFhYK7e5BEDETGXP6AeAvVwWXkNNFqK3tuPVLcHJz3J1zI4MIwOrVq5k1a5bmYLcvPp8PXzuv9tbW1mPSR4HgZMRqsLLyhpXH5bqHQmFhITNmzCA1NZVZs2ZRUlLSabvZs2ezePFisVg6AMGGBlzffgdA2l13U/3gg/grKlBkmd0zZiA7nQz45GN0tu5rxwSCw+G4Cy4zZ87UBpC8vDymTp3a5YAzZ84c/vjHPx7D3gkEJy+SJB2SyeZ44HA4KC0tZdq0aeTn5zNv3jxmz57N3LlzY9oVFBQwe/Zs8vLyND8XIcB0TutHH0EohGX0KOLPOhOAYE0N3q1b8YfHaO+WLdjGjz+e3RSchBx3U1F7r/68vDxKS0u79PR/8MEHaWlp0f4qKoSHu0AgUBc17f1aFi1aREFBQcxYUlhYSH5+via0vPXWW0Jo2Q8RM1HSFVegT0nBkJkJikLdX57U2ni3bz9e3ROcxBxXwaW4uJjzzjuvw/auPP3NZjOJiYkxfwKB4OSlqKiI6dOnM3/+fM3kDLBmzRoApk6dqgkw06dPZ+rUqUiSRHJyMrNnzz5e3T7hCVRX49uyFXQ6Ei+6CEmSSLnpxwC4V6zQ2nm3bkUJBlGCwePVVcFJyFE3FTkcjphVTXFxMXa7nby8PPLy8mJUuUVFRUybNk2sggQCwUExZcoUpkyZ0mH7zJkzY/K4gEhb3x2c334LgPWUUzAkJwNgnzGDhvkLkNv5Fno3b6Fs+rUoPh95776DZDIdl/4KTi6OisalqKhIW83MmTMnZiXU/r3dbmf8+PEUFBQwf/58Vq9eLTz9BQKB4Djj+kYVXOLOPFPbpk9IIPO3D8a0823dim/rVvylpXh37jymfRScvBwVjUtkFbSvYxzQQTCJpOwWCAQCwfFHURRcK9VosvgzTo/Zl3TFFQRr61B8Xppfe51QS4u2z7dzJ9YRI45pXwUnJ8c9qkggEAgEJw6h5mbklhaQJMzDhsXskySJtFmqCc5XUkrbZ9Gsur5twlFXcGw47lFFAoFAIDhxCITT+hsyM9GZzV22izvttJj3vh1HR3DxrF+Pf/fuo3JuQc9EaFwEAoFAoBGpR2Tq12+/7eJOOzXmvXf7jiPfl9272X3d9QAM3bql2zWsBD9MhMZFIBAIBBqRCtDGfn33287Uty8pt/+EpGuuBkki1NhIsKHhiPbFs3GT9jpYV39Ezy3ouQiNi0AgEAg0/HvKATD1yzlg28z77gPAs7YY/+7deLdvJz4t7Yj1JVBZqb32bd+GMTPjiJ1b0HMRGheBQCAQaATCGpcDmYraYx4yBABfN8xFSjDI3l/8kur9lHHxlUbLv3iF868gjBBcBAJBj6W4uJjZs2cjSRLjxo3TUvxHtk2fPp3i4mIArWp0YWEhs2fP1rYLYon6uOzfVNQe85DBAPi6UQLA8/1G2hYvxvHGmwTq6jrvS0m0ZINv27aYfa5ly2j9+GOc336H7HYf9HUFPR9hKhIIBD2WSB4oh8PBmjVrtMryM2bMYMCAATHZc6dPn84XX3zBlClTaGpqYvr06V0WdD1ZCTmdhJqaADB2Q+NiGToUAO+Og9e4eDdF/Vc8xeswXnhBzH5FlvGVlUXbtxNcfKWl7PnJ7dp7Y58+5C56S8vyK/hhIzQuAoGgxzN37lxKS0uZP38+AAsXLuyQ8n/RokUxyS5FaZGOREKh9Skp6OPjD/o482DVVOTftQvF7z+oYzwbNmiv3WvXdtjvXrUapZ0mxV9WpiW8827eHNvvvXupefiRg+6voGcjNC4CgaBTFEVB8XiO+XUlq7XbYa92u50FCxZw55134nA4mDVrVoc27WsaLVq0qNM2Jzv+Q/BvATD27oU+LY1QQwPu4nXETZ7UZVvZ72fvXXfjWrZM29b86qvo7Umk3n47e26/A7m1RetL4mWX4d24Ef/u3biLi0k491x8u1RNmX3GDOxXX8XuGdfh/PprlGAQySCmtR864hsWCASdong8bM8fd8yvO6R4LZLN1u3jpk2bxrx581i8eDH3339/p22Ki4tZuHAhU6dO7aCREUT9Ww4UCr0vkiQRf/rptLz3Hs5vlu5XcHEtXRojtERo+Ps/MGb3wtNO+2IZPYrsR/9IzWOP4d+9G8/atargUrILAPOAAVhGjkSyWlE8Hvzl5ZgHDOhW3wU9D2EqEggEPxjy8/M1J9yu9j/44IOUlJTEFH8VqAQqIo65Bw6F3pe4s9SCjK6l3+y3XevHH2uv03/9a/q//T/1jaLQMO95bZ9pwAD6/vOf6KxWbGEB2r1mLW1ffoWz6ItwmzwkvR7LYNU52LuPA6/gh4nQuAgEgk6RrFaGFHf0PTgW1z0UCgsLmTFjBqmpqcyaNatLx1u73c706dOZOnUqzc3NwtelHf7y7kcURYg//XTQ6fDt3Emguhpjdra2L9jcjKTTgaLQ9uVXAOQuWoT1lJEA2CZOxL1qFYHw9XNefx3rqFM0s0/cpImAmv5/709/qp3XPHCg+n/YUDwbNqiRR5dc0u2+C3oWQuMiEAg6RZIkdDbbMf87lLTuDoeD0tJS8vPzNTPR7Nmztf1FRUUkt4s4iUQfRcKnBSoHm+6/M/R2O9ZRowBwfhPVuoQcDkovuphd519A2bUzULxezEOGYBkZrSRtDmtMAEy5uVjHjonxVTH27o0lfO72GDLUhHRaVNOWrd3ut6DnIQQXgUDQ45kzZ06MX8uiRYsoKCjQBJOUlJQY59zi4mLsdntMlNHJjn9vJcGaGtDrMYU1Gd1FMxe1E1ya31xIyOFAbmnRopbS7/l1jIBqHjRIe51w0YWdCq+JF16ovTYNGEDWw3/Q2kUEJtd339HywQeH1HdBz0EILgKBoMdSVFTE9OnTmT9/fozPypo1awCYOnUqBQUF5OfnM2PGDObPn8/8+fNZuHAhazsJwT2ZcX37LQDWMWO6FQrdnvgzw4LLsuUowSBKMEjza6+pOyUJ08ABJN94I/Fnnx1znHlwVHBJvOiiTs+ddOUVGDIyiDv7LAZ89CHJ11+v7bMMH07yzTcBUP/c3w+p74Keg/BxEQgEPZYpU6bEaFIizJw5s0PU0LRp02L2C2JxfacKLnGnn3bI57CMGIEuPh7Z6cRXUoISDBKsr0eXkMDg775FMpm6PM46diyGrEzN0XZfDCkpDPx6SZfXTr39DppfeZVAZaUIi/6BI75ZgUAgEOBeo2qg4k87dMFF0umwDBuGe/VqvJs2I4fzAFnHjOlSaAHQmUzkvvH6gc+/H/8nQ3oaktGIEggQqKnF1Kd3929A0CMQpiKBQCA4yVH8fkLNzQAYc7ofCt0eywjV6da7eTOe9esBsI4ZfVjnPBgknQ5jr15AbFVpwQ8PIbgIBALBSU6w2aG+0OnQJyUd1rliBJd16wBV43IsMPZWtSxCcPlhI0xFAoFAcJITalYLK+qTk9V8K4dBRHDRahEZDFrUz9FGE1z27j0m1xMcH4TGRSAQCE5ygo2NABhSDr+6sik3J0bDknrnHegTEg77vAeDsU8fQGhcfugIjYtAIBCc5ISaVP8WfUrqYZ9L0uno++8F1M6Zg85sJv3nPz/scx4swlR0ciAEF4FAIDjJ0UxFR0DjAqCPj6fXY48dkXN1B1NOP5riwV+2g36yfNhmL8GJifhWBQKB4CQn2KgKLobklOPck8OjKtvEz35q4KnznPh27Tre3REcJYTgIhAIBCc5oaawxiW1Zwsu/935JiE9rBugo23lyuPdHcFRQgguAoGgx1JcXMzs2bORJIlx48ZptYki26ZPn05xcXGH42bPno3D4TjGvT1xCYYFF0NKzxZc9rTu0V6Xbfymy3ZKKETjv/+NZ+PGY9EtwRFG+LgIBIIeS35+Pvn5+TgcDtasWaNVfZ4xYwYDBgzoNLV/cXExBQUFPPjgg8e6uycsmsalB5uKvEEv6+vWa+93VmxggqJ0mm239cMPqXvyKQCGbtksfGF6GOLbEggEnaIoCgFf6Jj/KYrS7b7OnTuX0tJS5s+fD8DChQu7rEdUWlqqCTgClYjgYujBpqLlVcvxy37t/R5zG/6wBm5f3OGMvgDuFSuOdtcERxihcREIBJ0S9MvM/9XXx/y6M/96NkazvlvH2O12FixYwJ133onD4WDWrFmdtissLGTatGnMnj37SHT1B0PEVKQ/AqYiRVGY9/08DDoDd5xyx2Gf72B5v+T9mPcfTNJx9aovGDJgAACy10vNww/jr9iLp5350PHOu8QdRn0mwbFHaFwEAsEPgmnTpjF+/HgWL17cqUbF4XBgt9uPfcdOcBS/H7mtDTg0wWVr41bNRPN+yfvMWTWHf6z/B38t/isVbRUHPH5d3Tp2NO/o9nXb4/A6WLJ3CQB3jb4LgDabxAOOl7Q2zq++ouW992OEFgDXd98dkpZPcPwQGheBQNApBpOOmX89+7hc91DJz8+noKCAoqIipkyZErPvrbfe6tJ8dDJzOHWKPEEPt356K+6gm1Hpo/i+/vuY/csqlzFj6AxA1cQUrC7AoDPwq/xfYdAZWF+3nps/uZlkczJLZixBJx3ad//p7k8JykGGpgzlpuE38f6WQqoCDeyytVHl2EMvez88mzZ1OE4ymwk1NeEvK8MszIc9BqFxEQgEnSJJEkaz/pj/deZMeTAUFhYyY8YM5s6d28FUVFRUxLXXXnskPpYfHKEmNd3/odQp2lC/AXfQDdBBaAH4tupb7fVe517+u/W/vLT5JR785kFKHaX8YdkfAGj2NVPjqjnUW9DMRJflXUaiKZFPr13MkBrV3PjVd68D4N28BYDUO+/ENHAAab/8hVZDyb1mzSFfW3DsEYKLQCDo8TgcDkpLS8nPz+f+++8H6ODH8tZbbzF//nzmz59PaWkpc+bM6TRU+mQjGgrd/ay5a2rUCd+gM6CXVEHBZrBp+1dVryIQCgBQ3lqubf9096dc8d4VlLWUadtKWzp3pD0QpS2lbGzYiF7Sc3HexQBIBgOTLEMB+KbsCxRZxrt5MwCJl1zMgA8/JP2nP8U6fhwAnrVrD+naguODMBUJBIIez5w5c5g7d672ftGiRYwbN45Zs2aRl5fXwWw0a9Ysbd/JjhYKfQh1itbWqhP+byf9luGpwwEYnjIcBYVz3zqXJm8T6+vXMyFrArtbdgPQN6Ev1a5qQnKI03qfxvf139Pmb6OspYwzep/R7T68v0vVtpzR+wzSrGna9nPHXs0rZZtZY6nBsX0TclsbksmEOeysC2AdPRoA79Zt3b6u4PghNC4CgaDHUlRUxPTp05k/fz6FhYXa9jVh1f/UqVMpKCjQtjscDu393LlzhcaF9oJL9zQu7oBbMw+NyxzHiNQRjEgdgSRJ6CQdp/VSI3W+q/wOgN2tuwG4IPcC3r3iXT66+iOen/I81w25Djg0jUtIDvFh6YcAXD7g8ph9+adfQ1arDp8R3l74KACWYcOQjEatjalfP0AtyigcdHsOQnARCAQ9lilTprBo0SKam5uZNm2atn3mzJkoikJJSYlmOgI1bPr+++9XQ3bnzSM/P/94dPuEIhiuDG04CI3LOzvf4YVNL6AoCl9WfIlf9tMvoR/9E/t3aHt679MB+K4qVnDJScwhJzGHvgl9Acizq1qv9majg2VVzSpq3bUkmBI4p+85Mft0ej1TJFUL9Gz/7fz9Uh1xp6vC1J7WPZy98Gz+Xq8Ku7LLhdzS0u3rC44PQnARCASCkxjNOfcAGpfSFtWZ9pm1z7BoxyI+KfsEgIvzLu7UofrU7FMB2Na0jQZPg+bjkpuYG9Ouf5Iq9Gxv2s7etr2E5BCyIh9U3yNOuRflXoRJb+qwf9qpM7F5VU3K0lN0PNB7GZsbNvP4ysdp8jbx0rZX0aer5iX/3sqDuqbg+CMEF4FAIDiJiWpc9p/D5ZXNr2iv/7TiTyzduxSAi/pf1Gn7VGuq5vdSVF6kRQ3lJObEtBucPJi8pDycAScXvX0RY14dw40f3Uirv3W//Wn1t/LFni8AuHzg5Z22GTDuXF5fMY6pxaogtMq5mVs+vUXTAgH4+2UBqrlI0DMQgotAIBCcxByMc64n6NF8SdrTL6EfeUldOzif3ks1Fz299mkAesf3JtkSq9kx6owsOH8BA+0DtW2bGjdx/9f379fvZO6quXiCHgYkDWBU2qgu2/V74i/c0TyKi+ThWA1WfCFfzP6qvEQAAnv3xmz3btlCyOns8ryC48dRE1yKi4sZN27cAduVlpZSUFBAYWEhBQUFomKrQCAQHEOCYVPR/sKh19WuwxfykRWXxU3Db9K2T86evN9zRxx0PUEPQAc/lAgZtgz+e/F/uWn4TVyQewF6Sc93Vd+xpGJJp+3/vfHfvF/yPjpJxyOnPbLf3D/GzAyGv/IGBbct5Ktrv+Lm4TfH9LsiSw2uba9xafngA8quvobqh36/3/sTHB+OiuAS8e4/GI/96dOnc//99zNt2jSmTZvGnXfeeTS6JBAIBIJOCDWGNS6pXWtcVlSrhQgnZ0/mrD5nadsn99q/4DI6YzT9Evpp78/u03Um5jhjHPdPuJ8nz36S20beBsDc1XNp8DQAICsyf17xZ6567yr+WvxXAP5v3P8xJmPMfvuw7zXum3AfC85fwK0jbgWgIknNM+Pfq5Yn8O/eTdV9qkN326ef4t2yhZJLLqXptdcO+jqC/dP89k5q/37oEX1HRXCZNm3aQXnrl+5TuTMvL4+ioqKj0SWBQCAQ7IPsciGHzSGGjIwO+7+v/55n1j6jmYkmZ09mXMY4Mm2ZJJoSmZg1cb/nN+qMPHPuM8Qb48mKy2J85viD6tdPRv6E3vG9qXRWct/X9wGwpXELC7cvZJdjFwC3jbiNW0bcctD3ui8D7Go+lzKLWqfJU7wO1/LllF5+RUy7squvwV9SQu2f/ixCpo8AgTo3rlU1BOu9h3yO45qArqioiJR9HMJSUlIoLi7uVPDx+Xz4fFH7ZGvr/p23BAKBQNA1wfp6ACSbDV1cXMy+QCjAXYvvoi2gTuwmnYnJ2ZMx6o28eembBOUgSeYD1zYanDyYj67+CL2kx6g3HrA9QIIpged+9BxXv381xXXFBOQAVc4qbf+5fc/ll/m/PNjb7JSIX8xmbxlyrwyoqmPPbT8BwDxkCEowiL+kJOYY386dWAYPPqzrnuy4VlYf9jmOq3NuV/4sTWFnsX2ZM2cOSUlJ2l/fvn2PYu8EAoHgh02grg4AY3p6Bz+RzY2baQu0kWBK4MGJD/LGpW+QalXNSWnWNLLisg76OimWlIMSctozwD4Ao86IrMjUu+u1qKQLci/gr+f+FYPu8Nbd/ZP6k25Nxxfysefi0dp2vd1OzssvkXr77R2OcX3zzWFdc3+4A24+3/0539d/z6++/BUb6zcetWsdTzxbGg/7HCdkVFFXAs2DDz5IS0uL9ldRceCS6QKB4IdLcXExs2fPRpIkxo0bp5mfI9umT5+u+doVFxdrr0tLS0XWXCBYp2pcOjMTra5ZDajmoRuG3cDg5GOradBJOk04qnJWUe1SV+rZcdmHXIizPZIkMSl7EgBbxyQjWa2YcnPp/eyz6O12kq68gqyH/0DO66+R+dBDALR88OFhm4tkRWZd3bqY6CaH18F1H13HvV/fy40f38iXFV9yw8c30OBpoN5dz47mHQed2+ZERgnKhBy+Azc8AMfVVGS32ztoV5qamrDb7Z22N5vNmM3mY9AzgUDQE8jPzyc/Px+Hw8GaNWu02kMzZsxgwIABzJw5U2s7b9485s+fD0Qz7p7sBMMal84ElzW1atmEg/VLORr0iutFRVsF1a5qat21AN3S9ByIydmT+bD0Q75oXcPPVy3DaDBrQpGk05F8/fUAmPr3p/7pp/Ft24ZzyRISzj33kK/5yuZXeGrtU1w/9HruG38fX1V8xaqaVZ1mDj73reh1fjfpd1w39LpuXat18WIa/vYcvZ99JqZGU3v8VU7cxXXYxmZg6h3fvZvpJkGHDxSQjDoMidZDPs9x1bjsW/gswvjxx++HIhAIeh5z586ltLRUE0wWLlwYI7QAjBs3jubmZpqbm1m8eHGXC6STia4El4AcYF3dOgAmZE045v2KkB2fDYQ1Lk5V43IkBZcpOVNIsaSwp20Pb5e826Umx5CcjP16VWhofvXVw7rmU2ufAuCNbW/wt3V/496v72Xh9oUHPG5Z1TIAFEUh2Nwcs09RFFref5+Kn/4Mz8aN+HbtoubRP7HmD7/kf/ZdlD38uy7P63h3F85vK6l7bh3+yqObtybUpDrk6lMs2C879AKnR13j4nA4YgaI4uJi7HY7eXl5HSqzlpaWMn78eDGgCAQnAIqiEPQdvlq3uxjM5m6bAux2OwsWLODOO+/E4XAwa9asLtsJonQluGxu2Iwn6MFutmvRN8eDXnG9AKh2VVPjVn1csuOyj9j544xx3D36bh5b+Rj/2vAvLs27lHhT51qH5Guvpek/L+BauYpgczOG5O4VpWyPSTbi1wV4afNLXbZ55/J3eHP7m/SO783Ta59mQ/0GvtjzBSO+2kPznAJ6PfkkSZdeAoBj4UJqHvkjAO4VK5Ddbrb1gT/cpU7xcnE5Qzu5RsgVwL+nTXvv3dZ01LQu7nV1NC3cDoAhxYIpp3s+T+05KoJLUVERixcvBlSH2gkTJmgF0CLvI4XPFi1axOzZs5kwYQKrV68W6lvBCUHIFSDY4MGck0jL57vxbG4k/Y5T0Cd0rIfyQyXo8/G3W6YduOER5pcvF2K0WLp93LRp05g3bx6LFy+OKawYweFwaDmmVq9ezaxZszosnk42IoKLMTNWcGlvJtJJx08xH9G47Gnbo+VzOZIaF4BrBl/Da1tfY3frbl7a/BI/H/vzTtuZcnIwDxmCb/t2nF9+hf2aq7t9rTZ/G5PaTuH3e2exMn4ji9I+Y0bDhfw37SPi+6WwoX6D1nZg8kAemvwQTr+Tp9c+TZO3iV9/9Wtu+CrElUDNH/6gCS6tH3+iHSe73QAsPDP6va3s6yXU2oo+MTGmP76dsZqbQJ272/d0MCiKogktoAouh8NReSKnTJnC3LlzURSFuXPnxlRtXbRoUcygkpeXp7WZO3euWBEJjjuKrNCwYCP1/9qAd2czbV9WEKx141xWdeCDBceV/Px8ioqKOs0HNXPmTC3R5YwZM5g6depx6OGJRaC+c41LxDF3fNbxNdtHtCvFtaojtVlvJtl86JqOzjDqjPx0zE8B+Lz88/22TThffWaa33wTX2kp5T++idbP9n8MqBP3d5XfcfMnN3Na22j06DjNOZpndt/PZOcoHq/7FX865WFuG6Em3rth6A3asfGmeBJMCdr7DybpaI6DNyf4afE6UGQZ7+bNAGQ8MBsAlxm29Y1qLXelBVh9ziSc33wb0y/v9nCdqgzV3yR4lASXYIMn5r0++fAEl+PqnCsQnIi419URqHEB4Hgvmsdh3x/fDx2D2cwvXy48Ltc9FAoLC5kxYwapqanMmjWLkn1ycJSWlmr5ofLy8igtLaW0tPSk1rqEGsKVodtlzQ3JIc2/5Xg65kK0cnRICQEwNGXoEYko2peIH8/ult24A25sRlun7ezTptP04kt4N26k9GJV2+HZsIHEC77f7/mfW/ccCzYuAGCg99oO+xPdNvhHDbeefRF5Zd8z9M0luB4+l7jJambiVEsqbX7VpGMIwX+v6c/ZykV8+sJ/uXTcacguFxW9zbw1sIwp8bC1r0RIL9G7QcEUgLJsiXUDJDKeeZr4M88A1AWad4cquCSc0Yfmt3cSqPegyAqS7sh+xu3NUQD6BBPBwzjfCRkOLRAcaQINHpzLq3Cuqqbu+Q2E2vxdtnWuiCZIai+s+MpaTqrMmZIkYbRYjvnfoUxMDodDE0wiGt3Zs2dr+4uLiznvvPM6HLdvAsyTCcXvR3apAnp7f43ytnI8QQ9WgzWm8OHxIMOWEeMc3FUl6sMlzZpGhjUDBYXtzdu7bGfMzCDjN7+J2aYEAoTa2ro4Aj7f/bkmtJyddRa5/l5dtnV/3cCQN1eilO2h+Y2o28TvJ/+ebL36rHriLNzumcnpbWM4fc9oah5/HYBnrjZQWPI2827JonnoWOJDNsbvNnDKbnXM+s/5On5++k62Vq4HIFDpRHYFkMx6bGMzwCBBUCbUfOgZbbvCvyeaLFafZMI80H5Y5xOCi+CkwPF+CY73SnC8vQv/7lZcq2o6bafICsGwtmVfZGeAYP3JpXXpKcyZMyfGBL1o0SIKCgq0vC4Rk3SEoqIipk2bdlKbpkORzOOShC4haorY2rgVgCHJQ9Dr9MejazFcmnep9vr8nPOP2nWGpw4H1NIC+8M+41oyf/c7dO38Rdxr13baNiSHeG7dcwDcNvI2nh7+BDpFh2LT8cng1V1ewzhwKlivxLWmhkC9m4FLk3ih+FJ6N0jc0HARmYGohqxu0BCKB0jsjVcd6c91XsT1yl28vOvP/ORnbzDpXNXs5DNJVKTBjUW38trW13BuU3P4mAfakYw6jGmqlqnuX/tf2B0K/nJVsEu5cSjZD05CH3dwGZS7QggugpMC345YJ7RgU+erilCzFyUgg17COjodANvYDMx5qge8d2vnWZ0Fx4eioiKmT5/O/PnzNcdbgDVrVOfSqVOnUlBQgN1uZ/z48RQUFDB//vxjEgjgcjSzZemXyHLoqF7nUAmFE33qExOR9FEBJSK4DEsddjy61YGL+1/M1Jyp3DX6LtJt6UftOpH7PZDgIkkSKTf9mMErV5A07RoA9t51N9UPP0Lp1VfT+knUUfbz8s/Z3bqbJHMSM0+Zib9SncAtfZK447Z7yPx1x9I28Vc8j2XkdAAcH2yh5cMS3OvqwDSZ+XXPMb1RFd7+k/EOAOnGPJ6crgYN2EIWzmodp76WLdg36Tnt8tgIuwAhnlj1BDXfq0K9ZYiqbbMMVf/LzgCOD0up/89Gav9W3OVYebCEWn2q6V0Cc/9DjyRqj/BxEZzw+KuctH2xB0UBc14S8ZOykIwHvxKU3YEO2wJdaFUCtapzmjHdRsq1g1GuGojOYsC5ogpfaQueTQ0knN3n0G5EcMSZMmVKp/mgZs6c2SGPSyRZ3bGi8M8P0VBRznMfruW2u29nTF87JsOJs1bUBJd9tE5bm8KCS8qJIbhYDBaePufpo36dUelq7aIv9nzBvd57SbHs34woSRIJPzqPlsL/AWpIMkDtX/5C4kUXoSgK/yt+BYDrh15PvCmepvJKAEx94pEkiWDDbkKNS9GnntXuvNFnRPEZ8W53aO8jEV47LOX8L6WIaY1TSQrFM8Dbl+3W3byS8y/MO9qZt3c0k3XNoA59TwjGkVCvCjuWIep9Jl6QixJUcH5biWdDvda2bUkFyVd3PMfBEnEANvZJQB9/ZKIyT5xfkUDQBc5vKvFsbsS7pZGWD0txruzczNMVgbB5R5doIuOXY9VtNS6UUMcU2pFwQEOmDUmvQ2dRZXvr8DSQwF/RpmZ/FAgOQENFOQBJ1Zu5dt5yhv3hU377zkYCnTx3x4POBBdfyMfmRjVC5UTRuBwrTut1GsNShuEKuPj3xn8f1DHx555D//few9YuaWqwqpqSCy5k2YTh7Gwu556qm7g87gJA9ZMDVfOgKAo1f/wj7m9ew/X1HEKOzdo5dJZNyO5oTR9dfIi29+4mWLcEQ584Bs6YxJ2j72SLVXVAH+ccToIxgbRatVBmwrl9waAj1OonWOdm2mA1snd6Yx5nbpLJdw1DQsKQZcOQpDrDS5JE/Bkd/W9cxXWEXB0XfweLd5uqpbYOOXLRYEJwEZzw7Kuq9O9u6d7xES1Kpg1jVhySWQ8hpVN/lfZt26NPNGHspSZmCuzt2hFPIABwt0af0YCkCr8hWeH1lXt4a82JUWMtIrjo7FH1/ZKKJbgCLrLishhkP/RVdk9EJ+m0sOjF5YsPyhFfkiQsQwbT9z//JnvOHG27v7yc5cMk7q6dwfktpyK9sBfP1nK1To8OTP0ScH79Nd6NGwEFubkMz6r/Eij/DgJfkn731SBHgwQ8qxaCEsKSC1k/z6ffsEHMHDWT4WeojstXOM7lb2c+q41ppn4JUfP2Tgf3jb+PFy94kZmhM/nld7lMbVFrNDn7xpoxDfZomLJ1TDrG7DgIyprwcSBkf4hgO+deRVGiwtpgIbgITiIiXu5JF6mhkf6K7gkOES2KMcOGpJPUHyPR1U+EYIsPT9iHJdKmPYZU9Ud9uDZfwQ+f9euilX2zjH6++s05XD+xHwDLdh1+ddwjQahFff4N7TQu75e8D8BleZedEI65x5qJWRMxSAZqXDVUOisP+jid2Yz9qiuxjBqlbfs+R2KS8xT1jaKn6sG/AWDMsKIzG3B+tQSAhAtUbYzibsS77mXiJgzBmJlJ9u9n4N1UiOurP+PfsQTTwAGk3hGtWG3Wmxl+5kT0qRYSg3EMreyjRUEa0m2Yc1Tn4cDeNmxGG+PSxyG7TyH+rAcY5xpBCJn1mbs63EvaHadgG59J8uUDMIXPcbD5XZpe30bN3NXUz/8e2a0m8ZTdQTDoMPU6chl5heAiOKFRgrLm4W4dmQoShFr8hFoP3lwT8WcxhLUo1hGqR767uC56HVmhedEOFG8QY594LJ2sDiLZHoNHIVxQ8MPigy+iESM6VzN9k0xcNbY3I1q3kPz532isrMDvOTrJvg6WfU1FroCLZZVqPZz2kTwnEzajjRFpI4Bo9uDuYOqnCqdBo4lzE27FqESjZ8xDrwTAu/kbQk6XljQu8cILwBB1N00Ih+0bM1MI1a1AbtkDQO+nn8bYK9aUI+kl4sZnAup4pgRk0EkYks0Y+6iCQqT+UNs3e5E9UU3yB8lLWCWv73APloF2UqYNRmczIqWpPikHk1E32OzVNDO+0hZaPtut5W8x9YlH2se/66k1Tx3wnF0hBBfBCU2oRa0mikGHPsWCMVPVhDS8sOmAdtdQqx/3hrp2Px415NM2NgN0Ev6KNvxVTgINHlo+LcO3y4Fk1JEyYwiSvuNPQx8WXEJC4yLYD4qi4K7Z034DzVV7sTeX8KPGr0n2NvDS/93NP26/nq3ffHXc+rmv4LK6ZjVBJUjfhL7k2U/epHyRpHtrarovuGTc82tskyej/N/DTG2e3Gkb78bPKb/pJrybNgFgGTkSY++oQGJIj0ZOya3R/CfmQZ2b7kz9VK1IZJwzpFqQ9Dqt5lCwwYPsDWoRkf5diylxf8gLGe9qEWT70uRt4um1TzN760MAuGocMfuVoEzIGRsy7W7n0AvgWlWDK5wTy9QvIWafoigs3r2402sfDEJwEZzQBJtVzYohWS28F0lcFKhx4/yucr+al6bCHTS9sR3FH0Iy6TFmqUKPPt6EdbjqSV/3t3XUPrkG51JVLZx0cX+M6Z1nzTQkC42L4MBUOjxYPbHh96/c/ws+mPvHmG1yKMTHf3+Kyu2dTx5HG83HJUn1hYhUHz6t12nHpT8nCvmZauTZ9w37z4bbGcbevcl56UVaDVFNi+vL2O9dUprxbVW/c11CAsY+feg15wlMOTn0XTA/pm1GODdR2k/v7jIxo6lvQsxMbkhT0/fr403ok8ygqFqXQLWqeQ6Uf4tt+3ICuiDlreW4Ah0jLB9d/igvbnqRrZLq/KtzhFRtTpjm/+2k+vFVMdGZnvWq4JJ89SA1lYQSNeub+8XWSGr0NuLwOzq9n4NBCC6CE5qQI1wG3a56viddmIt1jLoiafuygurHV+HpxHFM9odicreY+sbHpLFOumwAUjhiCJ3q05J87WDiJnddeVYzFTX5TqoMuoLuUVzeTFLAAUDOqLEx+6R4e4f2Hz/3F3zujpPH4i213LNwPS7f4SRH75pQswOI+rgsr1oOwKm9Tj0q1+spRBLR7W7Z3emkfjCE2tQF1Ya8HehsIazDXEhGHfYrB5DzxutaO31iIpIkYcsfy4DPPiX+zDNjzpNy04/JXfgmaT/vvPAjgM6kx5gd9R8xpFu118aw1sWzsQHFHwK9hOysJaHKQaYtEwWFbU3bOpxzU4OqDcrK6I1T50ZSJIKNqv+MEgipeWVkBedytX5boMalCjF6CevIVJKm5kT7k2bt4Ji7o2nHfj69AyPyuAhOSLw7m2n5qCzqnxLWdkgGHfaL8zTpHqDt671Yh8bmXPCVOGLe6+2xRb0MSWbSfjIC79Ym4k/NRp944Po4ersZJCAoI7cF0CeePJWiBQfP+h0VxClBFEni8nt/S8nqFTTs3cPYCy+jSbYw8w/PM6ptE3fOvo+vn3+SlrpaNn1VxLhLrog5z5OfbWd7bRuT81KYMaHfEe9nxDlXb7dT6axkd+tu9JKeiVkTj/i1TkR85a0YUi0dcouk6Ow8UHcHn9u+Y1vTNsZljuv2uSWXurCxZqczaIlqDlQURdOaZM+ZQ/Uf/kDqPrmGOpzHaMQ6evQBr2cdlkKg0olkMWAdkaZtN2bZ8G5pxB0eL42ZNlBklIDMSPswat21fFr2acw9tvpbqXXXAnD5wMvZs66G4Z48/HvaMGbF4SuLmq9krxqVFDETWYakoLMZ0dmMJF2ah29nM8lXD0JninX03l9ZhYNBaFwEJxS+shaa395J8zu7YtSQhnbmm30FhlCjp4MGxLOxQXutizeScFbvDtcy90sk6YLcgxJaACS9TtP8uNbWHtQxgqNLcXExs2fPRpIkxo0bp6X4j2ybPn06xcXFWvuioiLmz5/fZQXpw6XVG+CbNaoZwJSUisliZdiZ53Lm9bcQn5xCv1Qb0uAJvNXrGrYEEsm/WBVWdqyIrdobCMmUNqhOlRsruxf+355gIMDKdxdR9J9/IYdiQ1/bm4oi2pZR6aNiKhH/UPFsaqD+XxtofFX9rnx7Wgk6vDS/vZPaZ4o5uzGfxyp+wZbGLci+EI4PS/G1q7cTQfaFaPmkTHOAjWDyqlNrQrtQ8/amHvtVVzJ07RqSZ3QsuHgoJJzbj8x78un10CQtmgjUSEoAxatq7Ux9EpBs6rbp6WoG3sKdhZqZUFZkPi/9BoB0ayYj0kawIl41mUXGPG87TXagSr1vzxY1Us42Oio0JZzRm7TbRqrmqn3Y0Sw0LoIfCN7tTTS8uDlmW9KleUgS2CZkxWxPuWEoLZ/tJtToJdTqp/rxlSROycGck0ioza9FDKXPGnXQaaZll4tAdTXmgV0XloufnE3LJ7tp/Ww35rykmEFCcOyJZMN1OBysWbNGq/Q8Y8YMBgwYEJM9t6ioiEWLFjFv3jxKS0uZOnVqhwrSh8t/V5RjcKmmy+y+nWdYHtM3ia3VrZTUu/jRpNP46qX5VO3YyqffrOOb7XXcMCoFU85QAiFVGN9U2XHCjLD0tRfZseJbpj30GPbM2N+Ioii8W/Ao5d+rlZ4HjJtI/zHRlXWkMKA+yc6yXerEdTKYiRRZofl99Xv3l7fi/K4Sxwelnbbd3LiZlp1luJZX41xeRZ/HzojZ715bS9vXe2n7ei9ZD0zQ8qDY/Op/e7uq2/simY6cxlbSS1rgQnsMGbH+esZecRhSUgi43YxV+nBq9qksr17OrMWz+NPpf+LtHW+zrl59Xmoa7NQ2xFGUtIJb6i/DX95KoM6Nr9ShnS/Y4CHU5tfCpc159gP2NSSH+L6++/5D7REaF8EJgRJSOgweklFHwhm9iT+9dwdVo21UOtn3TdCSLMltARzv7KL22WIa/qPaZ+MmZ+9XaFEC0agkRZbZM3MWpZdeRsuHH3V5TPxZfbQaRq7V3cvgKzh6zJ07l9LSUubPV50bFy5c2CHl/6xZs7RCi3l5eSxefOhRDV2xqqwJe9i/JTm7o5YPoF+KOsGUN7pISEkjNez0uPnvvydl8XN8+tQfKV6+Qmu/tbqVYBfZdle//z9a6mp55f5f0FS1N2Zf5fYtmtACsHfrJu217PejeFX/MSXeyopq9Xo/RMdcRVFwb2wgUK9Orr7SFuTWaERMV0ILwJq9q6NpE0IKwWYvrUsqtPDg9jmlHO+VEJADePweEgPqd5yWlnmkb6dbGNv5uwBYBiWjD1dEDzU18Zez/8KFuRcC8Pvvfq8JLQAhXwpPf1aNzxpkQ5yqIancsItATbvQaAVaPtsNilr1WZ9wYGFs4faF7GnbQ5yho6B1sPzgBRfZ5aL1889xrVh5vLsi6AL3+joqf/ctwQYPujiDlmclccqB7fqJF+ZiHZ2OZXiqZsYBNSQw6eL+nR4TqK2j/JZb2TH5VNzF6/BXVND6wQd4whVeqx96iGB9fafHSpJE/CTVgde9ppaap9d0CAtsj+L3a74EPQ1FUZD9oWP+dyiOz3a7nQULFjB79mwKCgqYNSu2sFxpaSlNTU3Y7XaKi4txOByadgZAlmXcbjeyfHjp+Pc2e0gKqN93clbnjt65qeoquLzRTcjh4JRdFaQ4Y7M4F36yTHvtC8rsqo81RQAE/NGIuoDXw4v33EXF5uhKdvX7ag0dnV5VrO/dGtVmymFtC5LEVt8e2vxtJJgSGJk68qDvtafg2dhA02tbqfv7ehpe2owjrG2RTAdOsDehZiiKL2piq1+wkdZPd1M3bwOLtryFs9ah7fNubeLqFy7jL9/OxYB67qTk/dc7OtrsW9PNkGrFEBZcgnV1JJmTePjUh0kyqws8JWhDkdXnxRQYxI5aJ0nGbMrMatTljmXrQFbQxRmJP00N4XavUU1I5SaJC59dSpNrP+OhomjlFO4ec/ch39cP3lRUfvMtaqIfnY4BH3+EKTf3eHdJ0I5AnZvm/+3U3ieel0PchCy8JQ4sgw6cItrcLzEm1M65ogp3cR32Kwd20NIA+ErL2HP77QSr1fwC5Tfc0KGN4vXi/Ppr7NOmdXpNU24ihjQrwQYPwToP9fPXYxloJ+mSgR3yv5TfciveLVvoNfcJEi+88ID3cyKhBGSq/rDswA2PML0ePe2gJpV9mTZtGvPmzWPx4sXcHw4jjVBcXExKSgqFhYVMmTKF+fPnk5eXx7Twd+x0OnE6nUiSREZGBnp996+vKAp7m91MDKg+ACm9OjcV9dMEFxffvvEhGf4gk0uq2Gbvzeujz2SyYzUpgdhw6k2VrQzNij7n3kCIgmcL2XfN+sk/n+HcW2fiaWmhdO0qkCSuvP/3vD3nYWp27eCz5/9GbelOrrrtZwDo4uNZXqP6t0zOnnxCZMv1BkLoJOmIFKRUFIXWxWrNKMUXikldH396L9zFdWquKAC9hLl/kurYH5adf1Z7Xcz5IjmcFFeQXR+vZXRTMjYs+O0KJofEJQ1n8oH8NT/hPFx6D7puFIM9WkhmPYovhKm/+vxYhg/DuWQJrpWrSL5eLf740KSH+G3RAhx7LyTZnML9Vxmo3juUZ7/YRbD5NCpMqrA33KMK+9ulEANOzSLeHdAcfz+ub2Ebfj7fXMN1EztfdG5r2ka9px6rwcrlAy4/5Hv6QWtcZFc0OyGyjHPZkRmE/ZVO/FUdV0CCg8ezuYGaJ9dQP+97lICMsXc8mb8ZT9yp2UhGHdahKUj6zvMW7I/4yb3I+OmYTtNLK7JM5b33akLLvhh79SL55psAaHzhReqefZZQa0f/AkknkXbbCCSd6pAWrPPhXFZL02vf4FxeRcvichRZwbtjB55161B8Pip/fQ+BGmFaOtrk5+d36njb1NREaWkpU6ZMwW63M3PmTKZPnw6A7HbjC3/PiqJQV1dHVVUVHk/HWlb7o8Hpx+cPYg9rXFJ69+20XU6qKm40uwNs/t/H2vaBLdXcc/XpAGQpLRj1EqcPVLWPm/Zx0H3ohSWMf/cfAJgCcO2NszDHxdHWUM/7Tz7G4gV/B2DQhFPJHZ1PXHIKcijIpq8+p768jF1rVdOQPiFBy5Z7IpiJWr0Bzir4iuvmLz8iKQf8FW2d1iQDNcLGFs46q08y0/vPp5N+xylk/WY8pnYm5mpjA3f3f4wQsdq4mxouxSZbCEgBHo9/HoBxruEkB1XnZre5a83DsSTt9pFYR6eTer1aNDP+nHMAcH37LYpf7eOP+p5PS9ntyL5efPSzS5gx7ApunJyLSa+jtGwEo/Oujjnnt04PZz21BM95fTBkqOaoVagOwDWtXee5+qZSdfydnD0Zk/7QfXx+0BoXf3l5zHv3ipWkhFfY3h07UHw+rKec0q1zhpx+6p5T7YC9Hj2t01X9oSD7gtTP34ipbwLJV3btHPpDIFDn1rz5IyRfNRBjmrWLI44MrZ98gm/rVnTx8Qz49BMq/+9e3KtWqTsliczfP4TiD9D8yqv4S0tpfH4eLe+/T97bb8dU0AXQxeto++Qx4i94Wtvm2aLDs0VdmTiL3qD1vZdjjvFu2oQxK9aB8kRGMuro9eixn8wk46GtpwoLC5kxYwapqanMmjUrxvE2Ly8Pu92OPfw9Rv4XFxczPC6OkC3qxBiZMB0OB1brwT+Te5vdJAVb0SNjMJtJTEvvtF282UBavInWFheTarZo2w2KTH+9wnIgOeDg0xtz+frLb1mmZGuCy6qyJh77eCuXFT4POnUiTXE5cd5/Pxc/8Tgbd22mubqK5uoqQGHiFdNULVJuHmXNUW2Dq7EBC1DSz8T6+vXoJB2n9zr9oO/1aLGipJG6Nh91bT62VrcxvNfhOb9Hkq4Z+8SjM+nxlUYFQEOGDfOgZAKVTqynpGlRP4ZUK8ZMG/5wLTN5fDy943L5qfRnftZ0A8szNmFshp/UXwmAX1J9QEKSTHYgjSf2/BoAfUI0Cd3xZF+ttGXkSPSpqYQaG3GvXUvcqaeyp8lNSFawmfRkhqMs0xPMXDuhD/9dsYeCZUHObXfOzWEh5Z63NzD/9lHc+exKtnnU53F3Q9e5b76tVKPnzuh9RpdtDoYftMbFv3u3+iL8QLpXrkT2+2mYN5+yK65k97UzcK1Y0fUJOsG3y6G9PtjCUwd13pIWApVOXKuqkX2hAx9wiPjLy9k19XxqHv2TJm0fa9qWdKyOG0mUdDRxFBYCkHLrrRjS0uj912fp98rLDNmwngGff4Z/dzn1f/tbzDHBqmqqfv8Hdv3oPEovuwz/XtUB0rNuPYrHiX/7m1hHd4wccK/e1GGbd+eRjWA52kiShM6kP+Z/XWUI3R8Oh4PS0lLy8/M1M9Hs2bO1/e39WfZFCQSQdR2HQkVRuuXzsrfZQ7I/bCbK7oPUyTkj5KTGMb52G7agj1qrnRW9VN8Sw+49GIwmQoEA7/7xfpq/eZ9RrZvYXNXKssI3+OBP92FevZTTqzfhNqsTo82vOpn7fv8wE+qd3PzoX5j1/Mvc8uQ/yRo4GIC0frnatX1p2axpdBDU61k4UtU0XZp3KdnxXSdfPFa0D/1evCU25YA3ECIkd08LE9G2mHOTSJ85SvOfA9VxVR9nJO3WEcSNi3Wiba/tHXfOWdyTfw97zDXMzn6ad/WfsyjtcxZkqD5ElQNbWXDJv7H0iQ0E6NMnt1t9PVZIOh3x554DQOsnnwJQFhY2+qfFxfz+HrpkOBP7p7BvWdvV+iZMeh3fexdwxttnszYUHdPLGjufF90BNxvr1eKjh6vd+0ELLr6w4JJ42aXokpIItbSw6+xzqH/mGVAUUBSqHngQ+SAncM/WRpoKo/4YgWoXbUvVUDgldHhqTS0PgAz+iq7DHw8XR+H/CFRU0Pz669QW/OWoXacrlJCsVWC2jlQHkeRpgw9psuouvp1qJdT4s9TslIbkZOImTkRnNmPq25e6uXPxdxIe61yyhEBVFb6du6j6zX3IXi/uVaqzt3mAjdTrh2PKrsK34xOCdeoKWrKq/jm2UyeTetcsrKf+Et/u/oRaTwz18Q+NOXPmxPi1LFq0iIKCAi2vS15eHuPHj8cRzl1SWlpKXl4eY8aMwWOzgSQhyTKmfUJU/d0Q7vc2ezTflJTenfu3RLgmvw9nVm4AwHv6uVx6nZpTw7dxI8m9YqOR+vhrSG8pY/mi17C7arlq72dq21w1O2lR70lqw0CAlvfeo/HFl7AlJpHS7jzpfdW2IbMVf3pvHDoDJQPyWJeqTkm3jbjtoO/zaLJuj0N7vXhr1LRa0eTm9Ce+5Kb/dC/IIhiOJIpkk40UWoWOjqvtMeWqGgrJpMeQZGZQ8iBSLLGOtm+nfkHy/aM599ZrGJMxRotwBNV/JrFd9tgTjaRLLwOg9dNPkX0+SsPO33npsQtIi1HPa3dM4t2fnc4ySdWy/D3zTXJyt/P7K3tjtK9F0gUwpnxLRoKqqSnzLeachedwfuH5fLXnK02D+U3FGoJKEClop6H50COK4AcouLjXrKHlfbU0u79sNwDmgYPo/dRT6JOSCDWrA4s1Px99UhLBmhp82zqmPN4X58pqGl/eAsHoCqx1SQUtH5fR8kkZja9tOSybbKBdAiP/7kMTXBRFoe2LLwhUVcVsc37zLcFG1R+j7YsvtH3OpUsPsbeHjq+0BcUTRBdnJOWGYfT6w2StuunRJNTSQqhBTUpn6mT1HXJGP3/ToEEY+/Yl9803QKeDdmHTnvXr2X3tDG2lYpukZhlNujgf/5Z3kFvUlYfOmkzmQ4+T9ftnMOWegiFzJEhWqh9fSc0za3GurMZb4qDx9a00v7NTCDSHSFFREdOnT2f+/PkUhjVqAGvWqAXypk6dSkFBAaAKM7Nnz2b+/PnMnTuXxYsX43K58FrUnBs6WcYeH09cXByW8LampiZaW1sJhfavBZVlhTW7mw5acLl+Qh/OaFGFqlNmXIZtjJod1bNhQ4cyAdk4ObU5OmHXJ1kxjBiOM2xS25Qca1pueuklfKXREN+lS5eydONWAokp+NKjwsz2IYMISgoGyUBuUu5++3sskGWFDRUO7f3mqlZa3AGCIZknPt1Go8vPspJGyhsPPg1/IKxxiYQFJ5zdF+vIVJKnD97vcdaRaaRcP4TMe9W8NzpJR1ZcRzNvXEqiVkok4YzeWEenk3bnKdgvG6DldDkRsU2cgCErC7m1lZZ33qW0Xv1M89I6ChRGvY4xfe3sHWbhcd2XfJSylEbT+7xX/ajWxm7YwtVj1CijUMISGr2NVLuq+eVXv+TWT2+l1dfKn7/4EAC/qz83v7CKRmfXdeYOxA/Kx0VRFMp/rDpXGnv31kxFptwc4s84ney5T7D3LjUEK/WO22n+72u4li3Du3Ub1lGjujyv7AlqIXTtCTVGnZC8W5pw7i4lof+AQ+q7vzKqjPMdouDi+vY79v7s5+iTkhj49RJ0Fgttn31G5a/vwTRgAL3/UoC/3YAW2LOHkNOJPv7om2kgLFgtVU0t1hGpSDoJyXZs7MC+EvW+DVlZnd6vb0dUk6ZPSiT3A1X4NQ8ZjG/rNnTJyWT/8RGqf/8HfDvUnAa6pCQSzlUtv6aBA9GnpyGHi+uZ+o/BW5KFe9PGcB2RqGASrHXjeGdXzPW9W5vIvHc8OvPxj0LoCkVRCNbWIlksyG1OdDYrhv0k2DoWTJkyhSlTpnTYPnPmzA55XOx2O/PmzYvZVt8u7F0ny0jBIElJSQSDQXw+tSaV0+lElmXNL6Yz/v1tKV9sq+MGn3q+jNz9V1f2bd+OwdmKzmaj1+Txak4hnY5gTQ3Dx0xgzQdva22tzloinjb6kEzAoGfv+VNwfv4ReqOJSltv/jb6Gn6T3IyyYxuBqip2T7+W/u+8jb53b5YuXUowGITesX3yxCWQ6cnEnGnGoDv+U8GOujbafEGsRj0JFgN1bT5GP/o5afEmGtqlHCjaWsftZ3Se6qA9si+oRQFFMm/rzHpSfzz8gMdKkoRtdEbMtmsGXcOWxi0x79ujTzCRev3QA577REDS6TDPuJ7gX5+h8rHHKbnwXtCnMiy766zJl372T4Jr17D7pjQq+jhi0va7E5ycEVjLO4nZuAzq/HVar9NYVrWM4rpi5n77Kg3BrRhMEHL3p9UbZFlJQ1eXOiA/KI1LsC46CLmWLdcmGHN4hZ1wzjlk3PcbUm69lfizz8Y8TH3IfNv3r3HxlbVASMGQaiFhdhJ7JvxZ2xcyuHEnq46mFUVvEQp13+8l1OpDbouu6v17WrtlelKCQZrfXEjD39VIglBLC40L1Fj5xv+8oJ6zpISyq9UfWvzZZ2MIO4n6th9ezYju4NnYgG+nAwwScWd0npwrgs9XS9nufxAM7mtdPTT8pargae7C18G3I/o5+LbvoOWDD6j8v//TnHIloObhR5BbWrDm52PolU2/fy/AkKamuJYkiZxXXiHltuvVk+jTkT2qajVQHR10dfH6mCJoungjujgDoVa/+pwdiXvd24a/2oV/bxuB2kMrEtcZoZYWgg0NBPbuJdTiIFBdjezruQUnFUVRJ3T1DRavF8UXrkZuMJCUFFX9ezye/fq7fLOzAaMcIDXoACAzb9B+r+0KJ5izThiPZDSis9kwDxkCgP/Fl8lubkPa53NVQgYG1qqCcfHnapLEviNOoV96Ep/0P5Wqex8hd+GbWE45Bdnlov65v1NfX08wGMSg16MLBkGWSdy9A2OT6j+S48yhb0Ln0U/HmuUlqlZ4fG4y+f2iqRAa9smTVLSP70tnBJu8VD2shnlLFj26+MNfIE0bPI25Z87li+lfsPDShdw/4f4DH3QC85ekcazOGII+4OdPH8zhmaV/Z7K58wgs77ZthNauQQLmvN7AmeYx2PRWLl8hM7RCfU7LypaSl6lD0qlz2TDpF0zPVcPu3y/7H3qLqo2+ZvhZQKxZsLv8IAQXxe/H8b//UfPHaPnwhn/8A8XnwzxkCKYBUS1I6u23k/nAbCS9HstQVXDxbtv/5B3xRDcPsNPkWIo3sZygqYWQwUnl2KfxD9sNgG3vCIpX3IyjZW23+u/d4QDUCsWSRY/ilwlUO5E9QZTggZ0DG56fR80jj+DZsCG67R//oGz6tXg3boxpK1mtZDwwG0t4kCy/8ceUXHgRjnffxfG/t49KyK4sB2h2rMa1Wg1Dbuz7HrX+/+33mO83/ozS0qfZvuOP+213sPh2qYJL+2ehPd52Apzc1kbVfffT+vEnuMMTTKi5WTMzJpx3HgO/+KJDRJq5f3/iJnWuuVN89bR98HPixjrI+NkYdAkm0Euk/WQklmGq1qLxpc00vrkNpZsOiO2R3QHqnv+eur8WU/f39dQ9//1BPUMHg7JveLCkJ1jvI9Tk7ZHCSygUTnanKCQ3N2MIBpHbmQxtNhvZ2dkYDAYURdlveHR1TR0Tm1eDohCfkkr8fhKPKYpC2+efAxA3OZpiP+2uu0Cvp/WjjxhdUcePtpQzQoomVcxxe+jb1BqTY6b/mPEMyFA1iKX1Lgzp6WQ98jAArR9+SPlK1cSU1tLCFe++x7Td5fRpcWB0qKvdXu5e9LbsfxFxrFgWFlxOG5DGKfs4ugLMvUb9va3a3USLO9Bhf3tca6LjmGVw8hHxodNJOi7Ou5gMWwbDU4djM9oOfNAJTPGeFv4y/gbqrHYAhjbtpuWxP2m/ZX9FBc1vLkQJhWh+403tOFMIHnWcweLsJ/jxVzI5dWr7XfXb6J+pmlSVkJVni8p54bNUNaGdsR5JFyLVksbZ/VWN1/p2ZsHu8oMQXCp+9Suqf/cQzi+/7LAv5eabu3xoI4KLb9s2lP2spiIrYVP/BGpq30PRBzDc0obxTj/9T7+b4Rf9CRIVDL5k4tZMYP36nyDLB1eKXlEUvFvVH6xleKpW+8ZdXEf1E6to/O/WTo9zrVpFoLoaf3m5pmmJEH/eeQCa0JJyyy3kvPE6SddcTZ+//RVz//7a6g7U6KvqBx6k+ne/Y+9Pf7bfz6I9fn8T23c8isu1a7/tysvnsX7l7Xh3qU65Lb2+Y8eOR1CUzq8TCrlpbQ3Xy6h5p1uTYsjpxLViRYdj/GVlAJjzOqqYlVAIdzcyK3u3b+vymTK0KyimT7WQ+uNhJJzXD0PyNgj5cX3zDaHGWjJ/PobMX+Vj6hWPObfdyn59veZQeCj49rTF+GEpnmCHAnAAoTa/phECCDR6Digwye7YfklGKyCpAvZRjIQ7GJSg3G3hKRD2XdKHQqovE2r9nvbO+pIkaf4ugUDHyXJzVQsP/P1tztv4H/Jb1YVDxgHMxe4VK/CsX49kMpF48cXa9sQLzqfv/Hno4uPRKWAOhui7YSt9hwxH0unoV1WDSVY49cpriU9OISN3AENPO1PzS4hEhlhHjCDx8stAUdj1kaqZsVdUYI2PZ0jBXNJy+qPzeVACHvSKnvRA52Hb7ZFlhQff/p6fv17cZfmBwyEkK6wojQguqYzYJwz6zEFpXDu+L4My4gnJCkt21HV5LkVRtKRoSZfmkXJdzzDfHEta3AEqHR7aTHG8Nf1XvHPq+YR0OtwrVuBcsgQlGKTkooupeeQRWj/+BOdXaoVr2yTVEdxXUoJ3/XoABqSo2sXduiayzeoYLwcSMeolsuJTGFoeNT9NzJrA+FxVqN9Zd+i50H4Qgotn1epOtxsyMki89BKATgc1U//+qr3e7ca3q/PJV/aFtAqY25z34XarvhJpvc+mV84VZGddic6oJ/3GMQAkVp+G4lFwu3ajHOAHHmzyUv2nFXg2qz9Y67AUzZvduaxKy/S473lcK1ex5+ZbqPz1PbiL18Xss02aRO+nnyLtl78gdeZM+r30EhkPzMY2diy9HnuM+DPViJq409SVnjEnNsOhd8sWzbn5QOzc+Wf27n2ZFSsv4PsNd9PSsr5DG0UJsbfyVeLrxiIperzxewjEqapehyP2ewuFfNTXf0519Tsx27dt++1Bm+Cq7v0Ne269jdZ97iGSwt/QSR6V1o8/wV9Whi4xkYzf3Nthv3noUJKmTSPlNjXywre1c2ESUDUpYUx9E7COTCNpag62sepqseXdd9k19XxaP31Pq9xq7h87SIdauu+oG3IFCLkC+DupYOsvj90WavNT89Ra6v65HkVWCDZ5aXx1C3Kbv8vJXwmFkPfROEiGqJAWbHJ32H+sCLkDBGpcMQ7OiqIcUGPpC5di0IdC6Gw2dDZVAAg1NcW0MxpVM8O+gkswJHPJ377FtaYIkxIVAnsN6jhRyh4Png0bkL1eah+fA4B9xgyMmbF+FPGnn07/d9+lzz//iXXMGHSKwjm9BnDj9beT6PWjDB1K5sTTufOfLzHkmhtZ9O579Laq1y6pdyKHhc+s3/8eY58+NISFrlSXm34vvYgxK4uMocORAMmv/qZsvgNrDl5evps3VlXw4ffVfBfWjBxJtla30uYNkmA2MKJXIpP62nnJnMiClFRKH7uIV2+fhCRJTBmuOvIXbe1acAlUuQg1eZFMOuImZmnOs4IoW6rVMaG33cqwxAb8Oclsv17NEtz86n+pffxxCJtRm155hWBdHZLRqFWz9u3ahTvsAD90mJqTZW+ahLVFdc9QgkmMz0lh2W/O5LYlUReOUemjSE8wk5tq43CUtMffI+sIYZs0CffKlUi2VCRTPLKjnKxHHkFnNnPf1/exvXk7/zzvn/RJiHr7SwYDtvHjcX37La7vlmEZHPU0l/0hUBS1oJQCUoIOR0DNMDl40O+xWHrFXN+ck4gh3Uqw3kNc4ygcf6vEldhGxk9Hd0gD71q+HMlipfHVXUimcObGFAvGXvGdDrTBBk9M5c+Wd98FwLNxI5bRqmnCfv112K+6CmOfPujMZtJ/+tP9fl5xkyfT//33MOXmUvfEXJpff13bV/3AgyiBAMnhzKKdIct+amrf097XN36OL1DHhPGxJqCmpu/w+xtIaVY1PK70qDmruuYdQGLXrjkoKEiSjtbWDexLVfVbIEkMG/r4fu9JCYVwfv01AI0vvkTSFVdo+yJRVRGflPY0L1TVoKm33UrK7bfj2bAB59JvyPzdbwk1NZNy6y3oLBYCdXU0vfgivpJSZI8HXSfJydoPkrax0UnJOmZMtJEsU/PwwxhSU0iYMkX97vvEE9irCshaCvIDoMgKja9sQQnKBGpcag2RsLOz/coBKD6Zlk/K8JW30t7lzrOpAcUbJOgN4tlQj7/aCSEFRVZQAiHoJOdaKBxGrN6khM5qDWtcIvckEaisx5S3//wlR4OIA6bc5oewxkt2BrTPUZ9iQd+JE7gvEAC9HkMgiGS1oE9Jwr/HRbCxEX1qKrqwwGIwqMNkIBDA1dysaSTfWafWb0n1q4LOttwf8eNT7IyaelGHa1X+5j6cX3yhRja2tKBPTSXtrlkd2gGY+vTG1Kc3zqZGKioq0L/5JtYRI/AbjXwxahStL71Enz592BvOKURZGWbG8M3OBvL/vJjPfn0WmYkJZP3tr7S8qT7bg2+4XtMwZ06cDF99gsntwx8HknP/E3vh2r38+aOosP7++irOHnxgLc3BIPtD1P21GCWcY39sTjJ6wF/SwkAf4AvgXl1D/GR1vJ0yLIN/LSlhyfY6AiEZo77jsxYR3k25SUcsQegPjc1VqtA+MstGw27VbLgxFIJhw9iVlsrI5SuIeANGNPfWMWOwjBgBxC7esoecQf9vllKdUM3qtjWgAyWYwKi8JPwlJeTVwKRtMpsHmZmSozrSj89NobTqJHfOlcxm+vz1WYyDxhF37h+IO+d39P7bSyT86Fza/G18uvtTylrKuO2z2wiEYldNcWeo2SJd336rbVNkhdpni6l+YjWulapfhpKqribtSRPo2/fWTvsRqUScvuNaaNMRqHTiXhdbrK/hvy9QfudtVP1uPpIpEyUUIP7sZNLvPAVJJ2HKScSYETtxBWqj2gbZ56MtUtVWlmkLh+Wac3OxjhqlFdA6GCyDB6MzmUj/9a+wXzeDfi++QNKVVwLQ+Py8/are6+s/77CttXU9waALv18VEhRFprTsWQDivWMAyJlwO2PH/heAmpq32bT5F7S2fU9b28YYoSUl5UwmjH+HlBRVQ1RV9RatrbH+OvvibR/W3s7cpSgKwfAqet8oGEVR8G1Vj4s/7zwkSaL3X//K4BXLSb72WtLumoUuvGo1ZmSgT0sDWab28cep+u3vYipMR8j45VhSbxqGdUj0uzD26YOxjyo0m3LU/A6Vv7mPhufnqZlN7xqtVZ0+WMElWOfGu60J3y4HsjOA7A4SbFCfU1PfRE175y9v1b7LYJNXq90C0LRwO86lldGPzdvR5KPIMsFwKLkxOxvzwIEY+/QFSZ0UFG9Yo2OMR25rQw4E8O+pINhe2DlK7PuMRsxdsjeqAQm1dHQgDno8hMIClkkCfUoKuoQEdDYbKAqeqhrk8DERwQXA7WzFH9Ysvb+hCnPIR0JIFTidfcdy9o9/gjU+NjLDXVyMM5yGIFJwM/vPfzpgRNaXXi9fTJ3Cuox0dm7ezKcXXUhrWMbQhJYwvXTqd+BwB/girI1oSUpC1umwGAz0vS5acyd19BhVy+RT76OtvmuncI8/xO/e2UhIVsgJ11j6bHMNvuCRMQ36SlsINnpJbvSRisTk7CSqn1hN02vR33LLR2VaiZUxfZNJjTPR5g2yuqyp03P6wwsAU59jEy3ZE4loXAbaYrWkG0ePwmOzsXrSRDbecov2GwGwTZyIsU8fJHNU02oZNYolK9aT35jPxRUX831IffZ6xWdx99kD8GxSE3He867Mq58O1ELKx+ccuA7d/vhBCC7xZ59NyGXAmn+3tgr016qDx7am6A+gxlWjvd9b+Tpbt/0WJbwqdq9ejRwu8x6sc6sOh56gVtLcn6jmRklM7DpsOjJRGH3RL6W1qFyrHuyp2MHG+Mdo/qkR87ArAfBtXEj1PdNpfu0/apv162ma/wvcK/6BsY+qZWkvuDi//jrGgTBiAjH1P3B4YFfoExPJfuQR4k49layH/4BksxGorMT7/fedtvf6ati+4xEAbN/psH0bfYy2bP4N33w7ka3bfktt7Ye0tm5Ajx29Q/0+4nNzSLZPxGhMRVFC+P0dpe6JE95nzOgXSEwcxdgxL5GZeRmgsKfiP/u9D3e7LMi+Xbu077P1o4+1XCy6fUJaA5VVyC4XGI2Yw5+hpNN1qk0BVVMF4FhUSMvbb9MWtv22x9QrHuuIWM2OJEn0e+E/5C58k7wPPyDujDNQvF7qn30W79atSAadlmtiX1ORoihU/t//UXHX3SjB6ITcVdi8PtGEMSsOU+94JKMO2RkgWOvGv7eNmqfWILu79r+SvcEOk7zs8aAEAkh6PfrkZHRmM4TUGVQJBZB96sQn6Y0EG5rwl5URam0hWBdV58sBGSV0aJWf98e+vjWKP6RqjvzttocU5HbOnLLbg7uiAiQJvSxjGzQIfZyaMTRSkkHX1oJny1bK99Th9oeQwhoBRacjFAzgD8qs2d1MalhIbzUk4JE6r73SsE8ItmX0KC2MvitCoRA7w+brrcOHs/Scs/HYbBiNRk7ppExJii46RuysUyPxKitVgbR3Tg668AT01poKHv5gK0POPpNQUPWJqa+tY+uWzaxd2zGoYG15M76gTFaiha/uPYckqxGnL0hJ3ZGJVmufv2oIeibrjarmrB1KQKbp9W0oIRm9TuLcoeqY3ZW5KHJOU++uQ3tPdrZUqWNHor+j8GcN++9t8Xn5+kfnEgw7gydccD6SXo9pQDQyU3fej6gJB3RISGS6VQvCXWfkY7eZ8G5SawXqFAhu265lax+fKwQX4s66mLoF61B8MoZsG0jg3dzIJ2/M4fbPYjNClrSUEAg42L79YaqqFrKh4ZfokhNR/H4ts6qvouMKxGVTv4CExK5rG6kal9iBOeTwaQ62dcWLkBPBaB+BZLQit9UQ2K0WnWr417+Q/X7cK9XaOaGaDUiyOvAEa6KDROtHalE2XbvaKqEkhQ3S79ix88/4fHXIckctgNdbdVAOwzqrVRtUI0nW9qVy16sEAs0YKiSSFuqxv24g7kv1UapvVDUxVVUL2bzlHgD6xd0OMkhWA/pkM5KkJytLNeMYDHbGj1tEVqb6PifnbhISRiBJ0UezX9/bAait/YAVKy9k3fpb8XhiV5wAbUXR5HrIMuU3/phgY6Nqrw3jWrIk5phIGLR5wAAk44FDJhMvjjUDBGu7trXvi6lfP6yjRyMZjfRdMB9LOHeQKxz5oQ+bOYItPnXyDWsPPGvWqA5yS5bgbKcZ3Nd3JXFKPzJ+NoaMX+Uj6SUkg04rFufZ1kTTm9shHGZvHZOOeZAdy5BkLENTsE3IUktjyKD4Y82VikcVAHW2OJAkQm3+qD+J7EcXZ0Myqd+XIuu1wUkJBFRfE3+IYK0Lf0UTgaqOBS4VRTlogUYJxgpWsj9WcAk2eNT6NAqg12mfaXthLdjUSECvalHM7VaPALLZQls4WkSnyKS31tNY74CIn5nOQMjvZ9ei9/D4g+SiDvzNplQeumRYh/4GampwfaN+Z+m//rXqg/aXA2esrukkus9isfB///d/nH/++dq2SP+HJEa/s83hSakqnIiyd281akhRFP704RZeXVHOV7nD+GBSGSgyiqRj4VuL+OCDD6ioUENW31i1h798to3PNqv9OG1gKjqdxKBwBFNEODpc/BXR8xRgI+PLypj92b+diC7eSLDBQ3PhTkJtfqYMUyfHL7apvnIVTW5aPAGCLT7q/rleNZui1icSdMQXDLEr7BgbaFXHr+nTpzNq1Ch0Oh3X3nwzN954I2azmfq0NCpGjVLHq7ArRcY9/4dt8mTiTjuVhpEjY86d6lO1iHazHVDrs0VQ/H484cVwXlo8SdZD91T5QQgu7k1m8IInaRdlY3+HbbK62h35/an8KsGKvp0wUeoopal5GUQqfUoKvkx1YPaVqIJLy3b1w/Zbo5OSw6Cu5hMTuta4GJItxF+VScDSiCt1M+m/HgE6Cf/uVoJNXlzl6pdma1SFH+uYXqT/6hfqwaEQvu1qNeEIrhVqhVt/uFBYyOnUvLtTZ0Xt454JMt5AFRUVL/Ltd6eyecv/xfSruXkl3y07i7XF1xIIqIOaKsh0bpKIDwsunrDX+L40bVCFJ+saHZn33EfKbbdhW9b1oxTnVh9uU3a0DsaAvN8wcsTfOHXyYpKS8hk69M+MGP4Mef1/0eH4xMRTSEhQz+Fy7aSp6Ruqqwtj2ni3bo357AC8mzez8/QzYpwtnd99hxIIEAgLHJE8NpYh+8+kqd3LGbHFwfwVew7quH2RJInE86cC4F6tOrnp7eokFHL4qH9+AzVPraH5nRVUPhiNGmt5L+pX5NtHcDEPtGPqm4A+LiqAWQbaAWj9bDfBBg+6OCO9/jCZ1OuGkn77KaTdNpK0W0eQeFYfrbhh+2gjQNNcSRYLskv1HVECqsBgSE/BlJODzqpeUzJakUxmVQhSlHDOF1UbIBksyK3OWMEjEFKdKR2qsBZyBTQ/L0VRCDochFxuZLebYH0D3m3bCLab1DWNi6Hd8xc+v86iR2cxaO2UkBp5JDudyGHfCKMt1jG1weWnzpZMnTUZv96IhEJiWyNS0K+eV69H1usx/Pff/GX5M4yrURce06dGoyXa0/LOOyDL2MaPJ+2uWeS8/BKmfv06tGtPUVERCxYsAKBv32iOlVNPPRWr1UpCQgIjR47EYDBw0fmqz4DJXcfjp+oZa9hLSVUDoZDMnj3qs9mrl+ofUtvqoy1sQntv81ZctiAhJdZU8NwHK8l94CMefHsj//iqhFdXqGbF0waoY+rAsOBScggRIbI/RMNLm2l6a7smrHbmTA5gzksi9abh6BPNJJytmljd6+qo+9cGTstI4D/E8bNGhc+WlzPlySUsenoFdX8rxr9HFYR08Ub0iYdeffh44vP5WLNmDTU1Nbzzzjs0NXVuEjtUdtY6CcoKKVY9TQ2qxr53795cddVVzJ49m/79+zNo0CBOPVUN4HBdfRXGiRM1QTj+zDPIeelFeOQRPgv7FEaE49zmFC5MPZOz+56N7PfjDedSs01UM4w3zJ8PgE4ncenoWD/R7vCDEFxkZwBfXCV785/CHdxJ7eBX8dtqkBQ9I315PEM+T3pu5aLm02ltXs2mTerkmJ09DYMhCX+mB8mcgHudTOMbW/GXqj+mhkGLaM1aSWvWSvzWSqzWflit+x90kiYOpnLqX9g77i+4zNsx9VPVld6dzbhadoICcQ2qg1PC2cNJu/tu4k5X/Ww8G7/H3W7y9X6/FHSq82Gw0UNbURGK34+pf39S77gd61g1NXhgXOzgW1f3cczkUL5nPqDQ2rqBrdsepKFxCd8tO5vtOx6lM8yD1fA2365dHX0D6utxy+qqLHvaL0i9/XZSbr6JlFEXYyxVhRLdPmOawaEOesZe0RWQXm8mM/MSTKaU8HsbWVmXo9PFroAjDBn8R9LTL8BqVf1DnK4d2j5Flqn/23ORE3d6fAT3ipVUPfhbdp1zDp7167UcPubBQ/Z7XASdyUTvZ5+BiMPmno4FIw8W24QJgKpRUWQ5qnGpc+Pf00ao0YtrZQDr+DuQrOrn5PziS2Svl0C9W3NKBbWisqmTQpXmQWGVbPhr1MW1aQ68rpWrqJ0zh9ZPVc2aThNcAjHfu+JVJzedxUKoLVabJ5nVooi68OpJMlgw5fZHCtf8CbW0ILe52rVP1JK8QVgToijIrgCBKiehZi/BZvW+Qg4Hgb178ZeV4istJVCrCizBxkbN7FRcXMxvH/8D5ux4Tr3sbHY37gW9jt/95RGMKVauvWEG6zavB2DhCy/RXFtLc1MTofBz0t5/pc0boK7ViyxJ6JKTqbdnEZJ06AiBLKP3q/1WdHraLGacYUuEOS6O4Wf/qMNnrwQCNL+5EAD79Gkd9neG0+nk23ZatUGDBvHjH/+YSZMmaRMJwFVXXcV9993HsG3Patt2rFvBaEM1U9jAXc8W0tTUhMlkIjc3V91fG9VuyDpVq1wjxQoutdVV7ItJr+P0gepKOiK47KrvvuDS/PZOvNuacBfX4d3WRLDW3aXZMvXHw7SCiPGTs7EMV1+Hmry0Pl3MEPSchhHde2VMkPVc2AaySz2XZUgyyVcOPCb1z44GS5Ys4cMPP+T5559nw4YN/O9/0YCHmpoa3n777cMSZiJmojFpIMsycXFxJCUlIUlSjAayf9h0vnnzZubNm8f8+fPZGnbKXbt2LS+88IJWy+u8885DUhRCpjiu+/0KpIpqfNt3QCCA3m4n+0+Pgl6Pa+k3WgTvgxd11FAeLD+MqCIjVI3+B7JR/RFWVS+kt60XJncWvTf8XGs2gom0BTdQc8pGJEVPRsZFBAIO3JlfYT3jN8i+dDwbGjCiqiJDhnqqR/1LO75X9vQD/hgkScKeNJ7aug8pKXmSnH73w25wr91DwOzH6hiM0ZeKogtqPjGWkSNxffcdjoVvIbe2QpKVtqsV9Jtd2JMUQs0SzW9/g2fd90jxaoi3pNeT8/JLNC58jZreai2W1NRzaGxcAoDPV43F0guPZw+NjV9r/auv/5z6enWiqqp6k2FDH+twD+bcXDAYkJ1OgjU1GLOjVWMd779LsK86qaVNvEr9+LOz6fPsM7RN+RbH6Q7iluipfzg6wYVq1NeHUwE6KWkMo075J41N37J+/S24XNEU/U0vvqhqogwGLYQv4cILaQtPyIasLHWVLkkEKisJhG3/Ta+/jmu5ml3TOqprE+C+JF54IbqEBCpuvwN/xaELLpbhw9HFxRFqaaH1409ImHpBl22Tb/k5jlefQna5CFRV492lPoeWIcnYrxgIUudF49oWv0OoFfSJqsDX9tGLZP7iHFref5/q3z0EgPTGm/Rb+rWqcdGh+oS4AujjTcj+IIo/iM6WRsipg31y70hhTYdk0KGzGpA9QWRXEJ3JRCgioOijK1/JFIfs8mgOz53lf4loR9r7ckU0OBFCLS3oEpIYO2I0Y0eOoTXoYu3atQwerQ6G199yI4NGDGHmzJn4StTJ+PqZt3e41pw5c3jggQeQZYVKhzp+pMSZ6JVkwdXkwmU1a/dsDPjx6dTPePnwfHTl6iLjxsefITkrunoMtbTgXluM7HIRrK1Fn5pKwkUdI432xev18uGHH2rvDQYDQ4cOJSMjg4EDY+sR6fV69P5W2PkhqdxCIylYLBZcfhmr7Kd3m5qafvz48VgsFn6zaAOFa1Xz6ui+dnYG1cmr1KKjdzvFa5akCjSzzs7jnimDKd7TTLzZQHaS6n8VEVx21nZPcAk6fHjWRwMVGl+Ops4vj9fjdPpIT7WR2zcJQ7pNE65Bfa7Tbh6Oc2V1h1IZw9BzFerztZMQayen8X+Xj0DXg0Og1+2jOa6srESWZYLBIM8//zygzjNXXXVVh2M37m3h+aUlnD88k8tH9+p0vtq8bQfnGHeRQwoKqkaus3a9e/dGkiQURdEEpYULF3LmmWdq/lAjR47kjDPOICsri7S4OOrdbhpTU3F+9x1SeHFgGTkSU04OtrFjca9Zg3fLFsz7PM/d5QehceHSJvzxVQSU6O0ELLFOn20Za5GlAAkNoxn01b/IW/YXEnX5JCXlo0/NRZ8QW9LdX/oVfYvHMWzoE4CEJBnJyr76oLpjt6sr6dbW9ZT4/6Seb4+ffk3/ot/q36r9yV6LFP5tWkaGQ8zCZgvnzxJpm9CK49YQ7s3q5OsrsaJLPBfTZT+nboKqbZBMJvSXDkfGj8mUwehR/yYuTjV5OJ3quZqbVwIKdvtE7PZJaCayMKGQl32RTCZM4cqzvp07Y/Y5tiwBA+hkY4eQ8Myf3IN9oQFjrYSxRP0hxNkGqT4HgKnX4VUEBYgP35/bvZtQSB1xXd99B0DKjTcCoE9OpnfBXDUJF2imBf0+URyt73+A3NqKITMT67hx3epHRN3vLynp0qR2ICSjkZTbfwJA7dwnQA7E5IFpj/WU0zGfchXWyT+j7asqXCvVe7KNzcCQYsGQ3LGgm3/3buoefwxvsRrFpfhdBKs30fif/1D9+z9o7RS/H+/WrWqF5PAzGXJ48Zbsxl3ZQtCaQUAy4ff78csB5CQ9QbNCKF5HIBBQt/v9BI0K/kAAb6ubgCThDwbxB0MEZPAHAviDvvB+tb3P68Pn8uIPBAhZQU7U41dUH5ZAdb0agSPpMGTkYh44BPOQIRgy1UVFsK6ekCNswjLqtErQ88Oq6IULF2q1ihQlgKPFwev/fBH3lm24SquorKzkd7/7HbNnzwag0eXHH1TDa7OTrLQ11uNqcaAosmZo9urMRIJpJLsZWZKIC8oxQgtA1e9+x96f/pSq++4DIGnGDJrb9u8TEggEePnll9kWjoybNm0aDzzwABkZGV0fVLoEgMso4lzLFv7vnnu4+YYZ0e9V0jN58mRcvqAmtACcPSiNUwepX3SlFPubtOpCTJfW88tTs7AY9Zw2II1Rfeza/ojgsrvRRaAbiegCe9X71yeZ0Nli18tLdEFm4ab50lxSrhtK4nmda7XjxmcSf1ovjH3i8YzPoAL1y5gUXn/PxcPfV5Tz+Mdd51nqCVg7CQzYu3cvy8OLLIDy8vIObQAe/3grH31fza/eXM//iis77JdlGX/ZanL1zSj1ajbxiJlnXwwGA8OHq1lu09qlkfjmm29wu93o9XquuOIKssIO7Tnhtg1paXg3btIiiiLzWyRreaRu3OHwg9C4fOSYx9h4WOnSMdyikGJQqDU2ofktx8tUjXmO3sX3EN+gVmHV+a00/H0LtvGjiA+oq4xA5Vo85g0E+ukxfb8M30bIu3MW4/LVXAgWc8fkZYGaGtDpMLYbYCKCC4A7YSte/wYsptExxzXmvIvTeTEJCcMJDbcR6mVGX+Uj0EemtU90FV81fSm5312AFJYxTZ4saqq3I8sBdDojbs9uABLihyJJEgnxw3C5duB0biUt7Vxtf3z8EOz2iTgcsRli3e4yEhI6quzMgwbh31VCzXNPE/jqWeyTLyLznJtpawz76Zj7xzjQAiRfdx2WocOof/ZZUhaspO2SEH2yLlYjPHRgSDv8FNkmUzoGg51g0IHbXUJCwnAC1WHBJFn9xo3Z2UgmE70ee4xAZRWe8Oog4Uc/wl+xB8+atTFhzImXXtLt3CPttVC7r7ue/u++o+XJ6A6pd9yB461FBGtqcH77LZbBObjXdqzF4t3ehCFLrfHh3SkDMro4o6ZC7wxnWKCTDC5Sb8qj5s+Pghyg/tm/AmCfPh3F76PlvffxrN+AcsbphOqrUOx9kHQGAoqVp15+rtv3dLj85pZfYgxrVyRTPIpfIdjsw5hpw5CSQsjRgmRMQvGpE6dkBnuSnQULFnDnnXfSXF/PbZddjuz2IFnMKH43EM81l12DEvQSMBj48MNFXH7xZcjuIPo4I26/qqlLizeBHMIbFjT0RiPBQBCXwYZbb0MXULUyitlKyJZAWnkFobY2VXPW2IghPR1nOydxBSiymNn53HPceOONDBrUeQ2jxYsXU11djdls5pJLLmFke6fH+h2wZzmMvh4M7QTbXaoPXC6V5HoroeIbBg44j9TsvtRUVbJGN4z4+AQtI22E3LQ41tc6AMhKzKK8zsnAQAUgEUjNJM7kZ/69P+P2uX8lMS02X0uvJKtW9PDD76u4auz+q2CDmhzRu0Mtl2EZkkLiBbm0fbEH5zJVE/Zu2JQ4LDuxy3MASHod9svVyS8T8DW4Ybeq+XHbDKRm26GkiddW7uH+C4diMvS8dXkgEMDRSRqB4uJizXEawOFw4PF4YoScBqePlWXqd22X3Hz3xcdYa3pzzjnnEBenCqjbdu7CLEcXq/Hx8Yxpn2NqHy6//HJOO+00srOz2bJlS0wF9pycHC05I6j+WGvWrKExLRXXqpUQDi6whp9lczgaKVI37nDoed9sJwS96mqiJiDxjzozi5x92WOPqqJMWUlIkhFvUqykJ7sC+L8Oktig2o49+g1UT1tK89mriTvvHFAUGp6fh90+Hrt9fIfrhpwuyq64krIrrtQSnAHExQ0mr/+vsVj6ggSVE/+Jp20Zjt5f4+jzFW1jv8EfX02zYyWtrd9TvP1W6h7y4rguRMudsbKkP66a6lPmIeuiIYJxNaNwOtVVhdejPswWq+rEFx+vTp5t4f1ut5rq3mbtT2bGxYwd+18mTfyYpKR8gBiTS3vMAwcSTFPYe/VGqs7cwBbjE2x85Vp8vdSHPiFtTIdjJJ0OW/5Y4s6YjL5Vwv6GAc9banbcUEMZ7pXLOxzTXSRJIj4+qlVSV+fhXDthM5GhlypUSEYjveZEI4pMef3JefFFhm78PiYqK/naa7vfD4Mhpu6R8+ul3b8ZVJ+ZxAvUKBFnURGWIZ2HCUacDtVr+zGkW0mfecp+E2y5vlMTJqbcfDPWEb0xtav/Yho4gKxHHsYW9pvwbNgQ/vwUFI9DvY7+2FTu7pRwWgOdJawRCMqE2vwE6rzobJlIBgsoMrKzllCjKrhOmzaNcfn5fP7hh+TYkwjW16kRTnKIpHj1PJLBQmNrMw6Hg7yc/ihhZ1VvQBWCLEY9nrYWFEXBaLGS3i+XuF79CJkTyEuLw2w2RXPixCeR29BKW9EX7J5+LTvPPIu2oqKY29g9ZAg7w06N27soaNrQ0MDq1au1exi1b6X6934KH/wSXroEInmoAh7YpqbzJzUsDL37MyRvC3fcdjMfKOPY7rby5OfbmfVqNMxZr5MYn5NCnVt1Tn/kklMxDjkdS91ezHUVSG4nSBJek5Xij9/t0FedTuIn4crMf/9yl5ap939r9/LW6o5mU9kfovaZtbhWqd+RsXc8+jgjSZfmIZ3Vi13jUqlXZNLizWQnddQa7o+cEdHFYq/z+vHfOyaTFm/CEwixbk9zt851otDU1ISiKJjNZmbPns1t4Wzd69evp7GxEb1eT3y4un37XD7ff/89//rbM6TRRqLFwDjDXpLcVaxevZonn3ySefPmUV5eztLl6nNWrUvn2muv5Ze//OV+q56bzWZ69+6NTqdj5MiRPPDAA9q+7OxYK0XEkbw5ORlfTS3BmhoM2dnEnXYaAKY8oXGJoZdRASTOH3gTOT499467F7nSQ/06NaGZKSuREcOfxC3VQjthTzaBnKjD0CAT0nupm7EeTJCW9iPSf3oHri++ouWjDym+MZ/LxlzX4brejd9rCaXq//o3sh9VCwJKkkT//r+gd/aNLC86g2CGjz3XqCrsuLhBZGZeDqWws+ojUhq/BmQUZNxnAWH1Z1raFBoa1EFQ/+ka6q0bsbWMJaH/nSRVnkXxspvJyLkAt3s3AFaLuvKJCC5Op2pO0gQXWy4AKcmnav1oaSnG5Y6VfkMhL3v2/JvA5Fqa0yRC7RZcLbrNKCPVgSo19Uxte6DWRfP/dpJ4Xj8sbe+RWvMQtntvpPypxegS1X6FWipwvLNJe4gPh4SEETgcq3A4VpFuOQclHPUiu8NhkL2iqntTv370evJJHIWFJF16qbY9/Tf34lj4Ftl/fERLCNddej3+GFWzH8C/ezfulStg1sxDu5+pU2l6+RXavlpC5m8f1rbLzlp0cfHQTp3vL/kC60g9mf/30H79rZRAAHc4zDrymZvb5V+IP/10JL1ey0vj27lTneStVlWVr5MwGgz85pZfAiCZdRgPQmMWcvo75KHRxRnQJ5mRJIlgsxvZLcfsM9jVCSvkcuEvL8eo1yFJOozZfZH9ei2EW27d57yJRkItXpQgyH4/OpOJMYMH89Tzz/Pl8uX86NRT0WkVnoOAKog9POePzP7tA+jRoQQVQrKiJVSzGPW0hZ2erQmq922i1USiVdV09LbbcJhUB8YUWxJx/gDVDz6o9an1449j+rhzYFS47cqh8ttvv0VRFAYPHtxRI+Nzwt5waYy9q2Dn5zD0Etj8DniaIakfzPwKnj8Tmstg+8dYx9zAZWP78drKPfxzSfT3/dNzBnDZ6F5k241Uu1Rhf3h6LvNnZfCqsYrPl2+k0TCAiewlGG/n+6LPOG36jZissd/7TZNz+MeXuyipd7GlupWMRDP3LlLH2lMHpNI3Jdo+UOVEdka1mxEH8jqnjwtW7sLpUwXHK8Z07mexP8x5UUHcNiELSZI4fWAa762v4rtdDUzK23+CvxMNp9PJm+FMx+np6VitVnJycpgwYYIm2A4cOBCr1cr69espLy/HnJDC/4qW0bJLFU5PN5aRc+poGpdHNeuKolBdXc2rr76qVUOP6zNUMwN1B4vFwvnnn8/GjRuZFK5bFCE5ORmbzYbb7aY5OZm0xkayH3lYWySaw78F/549nSbu7A5HTeNSWlpKQUEBhYWFFBQUdKr+ilBcXExxcbF2XOT1wWI3KBiNqVw24lc8MPEBjHpjjM3fkGYlM/NS+k24Wdv2hz7/5Ccj/8hl6XcxM+9R/jbkcUJm1WFtnVvHP9yfoMvOQpIVXv3gzzGJ7CJ4NkQTtDkKC7XMrYqi8NKa59l2wWWkPiyjb6epTUs9l02u8ADsWkdTkxpOmZg4jhZF/VHbbAMZMuSPGAx24ut6kerPx7Y0CBvXIds9GPxJZGy7gerqQlpa1FBai7VP+Fj14fB4ypFlPx5PeXh7bIK6uDh1gHS1i84BqK4upLTsGSpaXieQ7sdoTGHsmFcBCPRXCGYB6ElJjoYFtxbtwb+njYYXNyN/8FskOYjN8Qm5C9/E2Ee9juyqxbet42fYbYI+Mn0ZoCg0Ni0lEF7N6tPStBwhxqzYlUDSpZeQ89KLMen+U264gbz33o1Nxd9NrKNH0+cfaqiye20xcrtoma5o+egjGuYviInasY4diyEjA7m1ldbPPyLlxmEQXIer6PdY8vZgHhAdoEONuwjW1XYY5Nu+/JK2djlqfGVlyC4Xurg4LMNVU6ApLyq4RIqlGbOyMOXmgixrRRQloxEl6EWSJExGI7ZeidiykzCZTAf8syTZMFvNmMwmTEYjJosZa1oCZrMZk8mENS1R3R7+s9jjMJlMGACpthaTwYCki6QqMGtCSwckCX2iFV149RlqdvDWa69x9bnn8ud77uEXjz4a3t4cvicZyajD0dbCkm++JikpCYOiQwnK+CKh3TodBp1E0K8KLsZ9cryAqnGwmFUhpi2+o7N562fRjNIei4XmhGgStJqamk7z1dSHk0iODUcJxlC5Jvb9kjnw9ixY/k/1/bhbwJwAp4Sjlnaq179n6mASzNF1qSTBlWOzycsws9e5F1mRsRqspFvVlcnVN17LN6lnsEdRo9dCtnj8gQCNlR21KAkWI6eGw6O/2FpH0ZZo2ojvdsX6FrbP06KzGTBmqUL4ayvKNaEF4Jr8A5uc9sXUO57UHw8j45djNc3j6QPVfn27Tz96AkVFRTSHn9f2PiUXXngh559/Prm5uZxzzjn0C/vX7dmzhyde+J8mtADES36SXHvQI+NSjFSGoua3iNDiVfSMGXroCUtPO+00Zs2aRWJirGlPkiQt9N4/dQo5r79G/Nlna/sNmZno4uIgGMS9Zk1MMs3uctQEl+nTp3P//fczbdo0pk2bxp133tll23nz5jFu3DgkSWLWrFnktRtgDwYFiRHDn8RgiA4kuviomjuSH0MfZyRuUhYNvVysi99KrSecwMhcQ5FST5lPR5Vf4pmtn/HylpcpS1MHtH51Cm9se6PDdSPJdHRxcWoa+DlPALC8ejlFHzyHsbYJvUvCWhwdQDZ5JB7f8Aa1gejEk555Dc1pd/DwXpmn6hIZM+ZVLOYszjpzNRNnLKHfKy+TeNllZD38e2yXhjPQ1o8FOfr1RTQuFks2Op1FdUh0rEaWfUiSEcs+pesjeVEcjrUxg6mjRf0RJCXm099yLqOH/4Pk5MnoddFVlN0+DqMx+tBGnG8B2oJXqi9cdVhzkrEMVU1SirtRnUz9savmbvPJbJIK76NXvYzPV0NrjTqwG7KycK8NC3GHsJI4VEx5eejT01B8PjzrO9ZZao+vtIyqe39D/dNP4920mcZ//5vqhx+BUIiUn6gq4YZ/PY/jtSdxfvkyAJahQ7BfFl21hxp3EayN9YEJ1NSw96c/Y+9ddxMMD3wRp2rzoEGa/465XXZl2/io6dM2ObxyCpdJUIJBFF+7EGaT/qBXw5JehzErDmN2HIZUC8Z0a0z9JkmvAym62pKMOjVfS3U1SjCIzmJBn6z+jrVstwZdNMpEAp3VgCHVgiRJ6MMalaaqSnZt2sTY4cO57957QafjoaefVrMiA/qEOIyZcWzYu1UbcPXoQVHw+SPaFh2hQAA5JCNJEgZT56H5+nC0hDsUQg7b7yN5Kgip55IsFhzhZIWZmZlIkoTb7cbp7BiN4w4LjBE/BACWzIWnhsGy2Mrv1GyE79+E2nD5i9HXq/8HhZPSlXwJoSBp8WYWzjqVJ6ePZtkDP+Ltu0/jLxt+w3mLzuOLPaoPTk5ijva9xpkNvHr7RB6ZNpGkpCQ10aDZSkttx0R4AGcNVifWZ4p28Nt3oqU4vtlXcAmn37eNzSD9p2OQDDoCIZnXVkbzH103oS/De+3fv6UrrCPTMLVLsxARXDbsbaHVe3ir+mNBIBBg3bp1tLa2snmzmuTUZDLFaDNq2/wsbUlh6pUzyM7OjgouFXvJ8MeGr+slhfLvVZP83pCdpYE8lvr784Ev6sfYJMcxoX/Hmm1Hgsyw87xn/Hhs+fkx+yRJ0gSZPbf9hJILDxxp1xVHRXApLY21YeXl5VG0j+23PePGjaO5uZnm5mYWL168X5tbZ4wc9QqpqWfFbJMkicQLcrGOSccyOOo3kHzVINzTEglKsWGYMhJ/rbNQUGsloKg/5jUJ6o8wt07ho9KPqHVFJwxFUTTBJevRP4LRiHvlSrzbtlHy/LP87MOoOrzPmLsBCKLn4eJXcAbcbCea8Kw17gyWV6sPW4UvSK0vvPKVdEiSHp3ZTO+/FJA841pShk0Ck4wuZCEpGH24rWEfF0nSYbOpgl99wxfhff2QpFhfiKTE0eh0FgKBRpavOI+62sU4l1fhqt4NwBB5PHmfLyLp82eRJB3x8dE8JxnpF2qvQ06/Vh8HwGu7HPqEB/FNb2s5OZC8EAziLzkMxyxvK2xQVanZraogVV/5GQD6hARC9Q1IFgvW/E5WrkcJSZKIm6SaW9wrV+y3bf2zz2qvm994g7onn8KxcCGNL72M/eqrkeLjCVZV0fLueyjhycw8aBDGrDjS7jiFhB/Fo/haOgguziXRcPdI5mVNcGlXONQ8aBDpv/olWX/8I/p2q6WIuSiC4g+g+F0oQR+SWTqkfBhqbhejFi7dHn2SGcXXiuyuV3O4tLYSamsDSVKLhNqMMdFVOrMefaIJyaxXI6hSrVpiOV14si947jnuCUeVGdLSePPf/+bpF1+kLJzaP9Ju7dq12vhiCAsgQX/UTBTwqc+rwWzu8r4lSVInd4D7ZpFx3330+cfftdw1AEmXXUZjWIMybNgwUsMRbdXVHTMHRwQXW8TvSlFgyePQVgW7wnXJ+p/V4Tiyx0BSeEHSexxYk8HbAmXq8zC8VyLTxvWhl92KS7+ZFdUraPG18Ndi1Tm7X0Js9M6Zg9KZNq4P6emqFkY2W2ip6+goDnDGwM4nvu92NdDSrrxCRONiy8/AmKb6LZU3uml0+bGZ9Ox87CKeuKbrpJ7dpbfdSl5aHCFZYWXpkU3cdjQoKirivffe4+mnnyYQCJCamsqDDz6o+Y8oisKv3lzH81+XcPN/VtLqVdtgMHdITdCe1NRUtofS8WGkVE6jUYlnS1D1CSrV92Jw5tEphxARXOralftoT9ajf9QKNUa0oYfCURFcioqKSNmn2F9KSsp+TUB2u73bAkuE9OTOH/zEc/uSet3QDmXNh6VEpc8LcqO5M87rd572WkKiPEM97rwNCtd+7ua5tX/V9gerqgg1NIDBQMJ555HwIzUB1Z4F/2D8Wxuxhxesdb++FufUi3i21sxfqo3ISFw+4HJ+N+UdduhG8UKDifXNe1heFXVc3eno3GEWQKfXYc4NJ2Zqi963wWDXXkfMQg1hwcVm64/sDtD4xjZc4YgVnc6EPVGViD2ecio//ADHeyVkfn0HIBG3eYl6su0fQVstuRu2ktQSIKXJT5//PgTv/gwCHnxlqnlNhwOAQFs8oSHqKlD+4i+afdvUWxUePd9vxL1unVZht1tsfgeCqpCU0NAMskLoDVVD5A8nNbKNH4+u3QRyLIg7VZ34m15+hbYvv+y0TaitjbYvotEmLW+/rb2uf/ppdkychOKJTQaGXo8hHGpoGWgnLl8VToMNDTE24khFbADXCvU58u2Ialzak3b33Vpp+mj/T1VtCWFkjzvs+FoDipsukUP7HTy7QhdnQwk6UfxugnX1mnO1IS0NnUXVpBiSzBiz4jBk2NDbzeFaTjYtQ2+EL5cu5cbf/IYXCgt55/PP0ScmojObWRd+Hi6dOZNnXn9d0zqFQiH69euHwWCI5r0JZ+o1GXT4Per9Gs37dxSNCCJrtj+L/5IU9AkJMaY4U//+1IYFzD59+miOix9//LEmqICqvveFTYw2m03VsDy2T/Ri2hA4+wE60C+akA6dHkaGzUX/vRr+dQZ8+lsIqer4Fza90OHwnMTOfbsiZgrZZKGlrnONS/+0OK7O783QrATiTHoyEsykxZtwuAPc+coaFEXNghxJkmjqE50oq1vU57y33dppdefDJaJ12ddsdSKycmVslOeoUaNiBOb31lexerc6wZfUu/jXkhIkSaJFHzUft8kmXvaO5wPfMKp16cycOZNf/OIX/GSqKjhfOkoVglYF+/GmdwwpWTnoj1Kem0j4fm1tbadmUX18PLlvvE7az3/eYV93OCqCS1f+LF05pzkcDgoLCyksLGT27NkdNDYRfD4fra2tMX+HQrIlmUvyLiE/I5/fT/69tv3nY6If5uyJszXBBeCyVQrGV9+jJVxQzrNBNQtYhgxBZ7Fgn3aN2sdPVc2SzhTCkupjWz8dO5p3sNuvpzaow6Az8Iuxv8CkN5OafT3fewx8UPIBlc5ozP3O5q4FFwBzOBtvgksVPPR6NZV+yOnH8UEJ8U1jAPCGo61stlycy6vxbKinedEO2pbuhT0rGfVZESO3tKIPKcTXq8cYAonE2QaiS4maJ3j7DtIq9jJ+QwtjN7Ui+Vph/X9h4Y/xl6o/Kqv+W4wmdZDzJVwCQy4hFFKFV8mixzJMPV/Nww9Tfv0N1Dzaedbe/bLuv9pLvd/NyLc9mMrURzhSbPJIOP92F1tY4yK7XOz96c/wbtnSoY175UrNjKCh12Nsn/59n/06my0mTDtSwRhFifpT+f242hWXdC9XX7c3FR0IfVISWY+oTsGSXh+T6C1YV6el/I8h6IXaTdBU1vlJFQXcTRDoJE+QJKFPsqunaahHCQaRTCYM6bGht5JBh66dmUpWZOrd9fhCUV+iKVOm8Mbzz1O1bBlXnX8+hvDA+f/svXeUG+X1x/2ZGXVpV9revN61ve7GvWADptj03gKhhxJqGim0BEJJKAFCQkLoHUKvpmNcwMa91+1eb69a9TYz7x/PSFp516Yk+b3v4bz3nD2rMhpJo5nn+T73fu/3e+XVV6MlElRv2cJNt9+e2v5nP/sZ9913H2azGckk9isZPBozcSIBow3aGkfTBhtOJiOZlfD789mx49fouoZzzhw6CwpYdeIJxI86MjXeFRQUsHDhQnJycvB6vUK8a+ciePFMwt3NqWNiMyvw6S3i2ILoFrr4fbh6JQzbp6vRngNzrsx87OCr07c7tsKqf0L9EqJqlI0dQtTstKrTUpsMzx5aLyUFXA6QcZEkiQd/NJWPfzmf9X84muW/O5KXLj8YsyKxprGX5r5wSrvFlG9PKSsDtBpCf6WeoY1M/9NIApeVdf/fAy7RhMob65tTZSx5HxmGEQPKuXFV48HPBAdxolFKe3djC5qmsz2aTgwo9ix0JHp0F96i6SmeyTVHVLH51mP4x3nT2XXncYBEBDNzR/3vSMv5+fnIskw0GuXpp5/moYceGlQelSwWcs4/L6U+/n3i/7Qden+A5qc//WmKC3POOedw9NFHD7nd3XffjdvtTv0N9PH4rnHPYffw3PHP4ba6efWkV3nuuOeoyqni6WOf5pEFj3DeuPP40VE/J1SWPkHO+lJjx6dCwjtJzLVPEVkP57x5aFkOTMbco8UUimb1s1tppbrPEIxD4q9H/DVl7T2jSIietQYz65TfBFySirs0OplY9XdmzXybRG+EtrvXEFjRinltJkfIbhtBcEN6APJ9vgftvZtQoiGKumNM2ZtZX87RD00PngANy4lr5fTGf05MGzAR1n5OdKOob1vlbVjLxYkYbfDBlHNI6CJtaMqxkXvxxRndO95XXk2p1n6r6NotuiokBb1EaOLEdg1eFTsP+b8HLpZhZRmr7dCGjYO2CSwTHlPZw9NZFc8YjcoXnsZSWYlkt2MZUXnA95FkGcccUYZLtjpHampEpkaWQZKI7dlDtLaWuKH5kLRv+KZwzp6NkpeHboCnpEsyQLS+Hm3fbFCgU2Rboj5IxMDXBt21EOgQXJmID7x7oGtXBhBKhpKbg2S1Ipt0FJcVqzuBFBrAYldjYn9GazZAT7iHzlAn9d76DEBhMrK7pry8lCIvCBBmyslBMgZIVVUJGpwXm82WKmMpxq7UUDe6DrJZQ9V7CAZrCAR2EI+nP0MyPB7xooBfTALdPUso/PX1bD39NPZkZfHos8+iaRoWixm7XfBXDjV8rnbs2AGvng+1nxNaIZRQ7XY78p4vM99k+BxRIlJMojSQjHk/gxsaIXcfgmXeKJj/W1FCwlh0NX5JbV8tCT2Bx+rh59N+ntp8mGtoQuzAjEtnby/V1dVDbpcMm1nBZlYYW5xFVaFYVO1q96f4LZZ9zA5bDeHAUs93a38eGMFgkPh+OlOmV3gAqOkMEIx+fwLofzMSqkZjd5B/LqnjN69v5qKn1vDkkp1o+2SeB4rBvbWhmabeEPkuCy9eNocsq4nW/giz/vQ51ZEsdqkCpI8Ym+b05ToHlFhlCbfBDbOZFT7+5WFcdugILjvs+xNzvylMJlNKkG7v3r14vd6UTUDGdjk5g0rU3yX+J8DF4/EMyq709vbutxQ0MMMycuRI6uvrh8y63HTTTfT396f+9v4HcusDY0LeBKYXiezFrOJZHDbsMCRJ4vKpP2X6x0sZt2UztYdWIgPy7X9nyca3U/yW4Jgymr1N7P3plUSVzAE61mMhp3l9CrjcOvdWjig/Iv1d3SMzBo9ZxUK4bkvXloxV5b5hHenBVGhHjySw756E+rWJzn9uTHdgdCkZJtXWpuGoPREkMyhSO3pMI9CePnndzS1YAulOHGdwMgTT8twR9SA6Yv8ipB6DT7oEzngSTn0ETXcRj4iB2zqmBMtMARri7SHIH4NqABcl14a5tJQRb71J2cN/J/tkoWjbdsvvU2TSbwwj2xJzTqLhGQH0It5MxK7k5X2rDMP/Isr/9Qg2g6g50BEVRJ06+On7AGRX6djHlKDYNPKr2jEl2hn5/nuM/vJLhj/zTMbrtHA4BSSSkcwo9Tz1FImurlR2xzFnNraDhG1B8/W/BsBSWZma1PcXuqbRdvvt9L3xZoqcK9vtmPLzMZeWCt6GphHbswctFhVgRdcElyIZPTUQaIeYH3yt0L4Z+pLXrw6x4KD3lS0WbOWFWLMTWCwBJDUKvgGO38EeY38tKeDji4kMq6ZrBOPpfSrZ2VjHjkXNyRk0EQyMUCgk9FnMZgFcDG8mi3GtaHFBHFes4pjregJd1wiH9w4yJDWZxOIiEskiFrNSU30X/eF6uvfJAlutrXy1YhZ9fauoqipHkgTPpQ+xWAj5xPnvcDhgx7sZr+WgszPvn/IPqDoaDvvNfr8jR/0erlwGpxlWJSv+xvY3zgNEibzAUcBtc2/j/PHnp8a8fSMJXHSLjS53ES+//DI9A3SqDhTjiw3g0uZL8VvM5Zl8ilTGxf3dMy66rrN06VIeeOAB/vGPf6TKcQOjMMtGiduGrsOOtu+Xlf9vxpZmLwffvZgj7l/K3xeL82bTXi9PfTZ4gZMkfscSGn9fLMqdVx0+ihynheMmCUDQY3SltmeN4xe/+AU/PfVIJhsaTYfsh3sEMK44mz+cNIFs2/9Wn+mUU05JlVIBGhsbU7f3bt/C+g/eQdc0Su+953u/x/8EuCxcuHDIx2fOnDnosQ0bNrBgwYJBj+/LkQEhhpOdnZ3xt2/EGhtpveEGWm+4UehS/Ichmc1IFgvRX1xAUwFkB1TcF9+cciK+vutRbnrqHIIrVmD3Zq5KQ10WpvW2sKpNpO/H5GQ6EEuSlAFkrp5yNQX2AjrDnTyzLXMSy3idLJF9lEjz+hc34fu8CS2YSJn0Adj1UaDJWAKlRD8Qg7kzbzvZppcBCKrHoS+8AwrGEU9UoiTSqyJLTwkERZo1rlXQk/hj6rmYZRZMPptY7jG0RZ8BZEzSXpQjrsRULPYR7wii54wkqouJ3OwWE4HsdJJ99NGU/PE2zGVlxFtbqTv6GELr9mn53DfUeIqU27Wkk6jXTMNneSRCxkraJWYe59y531kB978VlooK8q+5BoDI9kzgEl6zknh/HMmk4fzVy1S89SlVV5Zjdqrg3YtkNqO4nJiKilLieQAkEkSN1a4WiRBctTrVUq75/dSfdDIhI2tlmzABp9GJEDNeo+TnE2tsPCCfKLxhA95/v0LvU0+lSkKyocZpys3FOmoUktWKnkgQb6iGnjqhLaINWMmqxnVmdpBa6Q+MgZkUXRPgJhqA0BCg1eBkYJRkUWMQD6PpWgaY7430is/ga4F4hGAkQm9vL/39/YP3aURyhW6325EkKZVxMQMWWUdLiPPI4RzsWhuNdmXcj0R3YLeL91q96kd0dgVYvPjSQa+zWEPoukpb+zs0N99LdrYop25DkN1DXUm5Agc0GuaKZz0Nl30OI4/I3Nn0C+GCN8Du2e93TEXlIambOwxH+Al5YmV+1pizuHH2jcjS0NeK0+kcNLZ+U9YlGeNKBgAXo1Q0kN8C0NYvzrOS71Eq2r59O0uXLkXTNPr7+3nppZd47733WLt2LdFolA8//JDt27czqUxM5Fua938+/F/FWxta6A4MnotyDYPLgG4BWxYXXnhh6rm3NzbT4g1TkGXlgoNFpvqG48dx+rR0RkZRZHJyclAUmdeunMuzP5nFObPSVQhd14hEWvdb7vxfRXFxMddeey3nnScAc0NDg3BlV1Veu+Nmlj7/JLtWLs/Ijn7X+J+M8vu2M9fX1zNz5sxUxmXDhg2pjMrIkSO59957U9t+/vnnnHXWWd+LqKtrGk2XX0H/u+/R/+67tN1xBx33/YXgqtXf/OJviCnDZvPg6QphC9iNczA0dhj1WWEK9mPNHuy0cFgojKapSEhUDVDzTcZAQvD0wun8eqZYLb+08yW0AxAfbeNyM+YIJcdK0S+no+QI8JLtncPoL/7FiJV/BlXHOjIbd/QB7PIKJEKoejGxwrOJlF1GV+zBjH0ndsfRA150XaIv91/ouhVToRhktECMeHuQrmdr0RGP2eR1MGwm5gI7yKBHVMLb+wmrIjVuL+wWq/m2zaAmkJ1Oyv76IEpeHlogQMvvfof/88/RwmHCmzfTdOmlROsHcCdqP4dgJzjyCbSLzouoV6waTHaV6GwBjBzHHEpP71f/5xdqMpJs+WhdfaoNV4/F6P67OL5ZIxTk0YcgmUzIBQa/oD+dZZAkiayjMkF8YPmXxJpbqD/xJJouuQTva6+nnkuaM4IALskyUjLC69ZRd9zx7Jo4ib1XXzPkcYnsSKdxk+RgaYCMuCSBxSXOQy0uoUcD4DVaWQcCFZsb8sdA8eQMU0XxJv3pclGwS5STempEmWnfCPdC2xahDJt6fR+heCjj8wfjQfS+PcQDPXR2deE3JPrD4TDqvlwiI5LAJSlTLikyukFSzDYl0FUDyFgGC+3FE140Lb3fYLAOtzu92u+tGUt/r8gwFhalO4dKigUXpqvrY9o73mGMTQDPL5hHA8MIGqKJjuBe6DWyVKMWQHnaNuR7hWc45FXxtsvJm9liQZEELt8UkiRx4oknZjxWU1PD508+wnsP/jnjOOwb44oF4Nm1rRMtECeOzv0bMzPjaY7Ld5u4VFVlsUFwnzFjBhaLBZ/Px4YNG/jggw+4++67WbNmDe+88w4HGZyQrc3e7/Qe/4vYtHfozzDCJY5jrZrPcvMMRo0axbrGXo68fyl3LhLX5UUHVwjuE5DvsvLXc6YyIl90yC0cX5Tal82scMTYwgyyc33DQ6xYeRibt1yGqh6AZP8/CFmWGTlyJGazmVAoRHt7O62702PNrpXLiQ/Fnfu2+/9vfMih4vXXX+eGG27gjTfe4LHHHuP119MD7t13353yPPB4PMycOZP77ruPxx9/nLVr12Zs+10ismUL8QEyyP1vvEnv00/TdMkl37yqB2hYDouuh8V3pld+RozyjGLEQYdy/RUKN1+kUPf8zTx+zQiQJKpa0wNq/iQfw4/qBkUmETJh65e5tN/PuZYSHObBA+LM4pn85fC/8NIJL6HICsdUHoPdZMcb9VLrrR20fTJkmwlTQXp/2UcNN/QtxKTj3j0fWRuQgansQwp3IktR7C4hPR7aESIcT6/MXMo7KHSihVRC/vFEtIOJtWtIFoWCyw5CsptAh/6PG9HDCUwenTzLXbhPHC8M+kxy6v17XxHvYZJaMeu74Z2r4LH58MJpEOnHPnkyIxe9j+RwkGhto/m6n9Fw1tk0nnMuwZVf03rTgC6KzUJDRxt7KlrQ8IoxJhmrJ451oZ2O22NsMF3Ppk0X097+9n6P2/8yzEWFogtI0/B9/Al6PM6eiy4muF6Uc9xzBgBXt1Ei7M8c1LP2yVb2PPkkTZdcQrylJdXSC1Dwq19mbGepqsroLjIVF2ObPBnJagVdJ7BkSUpJNxmJvj7hKbJPyANN3sK9SFoo1XSkqxJoBrfAWQCFE6BgPOSIawFZFpMmgMUFkgy6CnFj4IwMACu6CpICJVPAbmRYfS3icSAFisJeeiIia5Njy8Ekm9ANfk0fbhJktvoneSyartEX6SOhJYir8RSgMQ0gBaoGcMmP2VAMZV3FbErpHtnt5ciyOIaJhFd8bF0lHu+hcsQmZkwXfKv2wHB8bWK163Y3MGPmu5SXb+WoBZegKA4SCQGsDg7sxEIUHZnnOJsPEUDVYXiAkT/mW2VUdF3n7xv+zunvns7PvvgZN355Y6pxIBn/mnE6txaIlH0eSqoU/W1i7NixHDp9KuY+0dba2NjIps8/pmb1Sroa90PIBsYWu3gIB88hwNIKEjyxqjHlvK3rOq39369UVF1dTV9fHw6Hg2OOOYZx+/EGi8fjjMwSv/WWlv93My7RhMqOVnHOF2WL8XhYjp2Xr5jDtCJxHvp0G/VdQTp8EW54cwsN3cGUON/B+xBpA4Hd/GXBK9x6fDbXHLl/h2VNS9Dc/BIAPT3LaG197b/+3b4pTCZTytV8zZo11K5Lcxrr16/h0asu3N9Lv3nf//Gn208MzKScddZZGc/tC0ymT5/O9OlD11u/VdR9AdNOw79YtKIqubmo+3BsOu9/gIp/v7x/TYqPboTV/0rf97fDaf9M3ZUlmUePfpS7su7i1d2vsi5Rx+oOoZkxqk0Al+5sqBoZwuzQcEwcTWjLbjo2uPnRNg1b7lY4oTk9YQ2I4yrTuihm2czUgql83fY169rXDSovDQzLMBeJTjEhWHLFYGDKsxGtBcmfuZpprXuOMcCH0uFMP/5H8HoN0XovuuHR4hm7FZP/E+ROL77EJfjjZ2ORRcnDOasIxW3FXOggtsdHZJc4tq4jR2Of9ZGYrIyQbJmnlFNZhPTJe+kHGr+E5ffDMXdiyskh79JL6f6HENkaqPES3S1S02pPK6HFX+AqgqhzJvARmM1grJ6t2QlGuI+mQ3on9dq29rcp+ZZO3v/tyL3wAjr/cj9df/sb4a1bUs7ReeP8OOcfkd7QbaR0vXtFNsI4Lx0zZ2AqLkYLhdB8PjS/H83vx1xeTsWLL9J2000EV65Eycsj58IL6X/nHSwjRwrxOaOtuPDGG8i75BJAiMm13nAjvg8+oPfZ5wgsXYauqXhOP509F12Mtq9rsSwLsJOMSD+SBJKioyckNBXk5E9szYKh/IysWVAwDmQz9DeJjEvULwim+/JdnHkC3FicIttiRMJsR8oqReltADVGIip0XgpkG8WRDmQggIOEATZkMzhtWfj9fkKhEC6Xi45wB73hXrIsWegJHTNmdElP8QgA4lJ6ELQqDnQpgCTJWCy5mM0eJElG02JEox0k1CASDjTDpM7tHsbB1hC1G3z0k01MzQU0cnObsViijKqqJcczjry8I+ns/ABUHVM4yjzWs5RMErkDcf3uKhrL0s2PctlBl2GW989FeGX3Kzyx9QmA1AKnO9zNowsfxSSbUDWV5xoXAXB1Xz8/Sdiw24b2wdpfHHXSydR+/A4diRiayYJmtaNEgvS1t1I0cuhJMzesMXPAtPIZ4jpd29BL2bQyugLRlC9U8Xf0Jtpi8AqnTp2K1Wpl4sSJqcfKy8txuVzs2bOHUCiEIyrOpYbuIP5InKz/Ma9j31A1nU+3t+OwmoipGrlOC+9ddyj3f7KbSw8dwfiSbFa+LT5jfn4e9R0w58+LB+3noDJ3xv3Va04AYFpOGLf9sEHbg7BtaWj4ewpoAwRD/7k/0PeJefPmsXPnTjZv3kxue+N/bb8/CJNFXruIyMr38b4tVtqFv/ttSgq85O67kaxWwps2EautRVfVwdLs3TUGaJEMRj6w6UW67/vjoPT6SLcog71Z8yaqrjLVMpLyHjHpfHLlaMwODV0H10KhDxNst+FrctC5KZvEh39mv6GpqXR6cmW0ruPAWaKBnBbT62LlJlsGp9+dykeM6RC6IV/Fqjh3kbjYE51h1L4oKBKO86/EtvBPuJQPkKVeEnopIVWocSa7mMyFmRkjy7CsDNACYJ8oVgimfDsl14/CVSDUIJFNMEpo3aTM4YDsU0/J6MhJhp5IEH7hJppOOozmZVl01xfTeJ1ooZZM6Ykna1gEp2qnouKq1GP9/eu/VWo0Emmjs/Pj/2ppKeeCCzCXl5Po7MT7iuhAKzlSonCqH2nYjPSGSeCy+wP42+QU2VUymRj5ztuM+vgjPD8+F8luxzxsGMOfeRpzUaGQ5wfie/ZQfMvNjFn1NZrfT6KtDcnhIO+KK8i9+OLU20gmE/nXiDbZwNKl9D77LH3Pv0DD6WdkgJbSv9yH7HRiNlReAZF1jIrOEMkgnuuWXEASQONAJoxmu+iGsRpciVCPURYbcKzNDsgyOD32HKP0BAnFym5JpSbUSsAAGW5NJcfqxuxvQzb2EjRKlW58RPUeXC4XsiyjaRqRSIReAwj5Y/5UmShBOpOqqhESlk40Q4xSkU2YzAO6kgwOiKI4jO1DxON9qS6jLOd4pGX3MI3tqdeUWPxYLGJ88ZhHIO18nwneco742sfaBhOHDx+GybWZQw99njHutOKshTg6cHZoM//c9E/eqx0A9vcJVVN5dLPoRjq45GAuGH8BiqSwum01HzZ8yDu173DhRxcSjAdxmZ1c6fVhD3SAf+jW5v2FLCscdPgCZEOUTzO0bXqHsAFIxkAzUMVtZdw8sVD75aub+POHO/lwiwDX44qzUiWQoWLdunXsGmAREolEUjybpAnlmDFjOP7447nooou47LLLOOecc5hrmIZ2tu6lzGNH12F76/89Qffx5fVc/dIGLn5aLG6nlXsoyrbxl7OnML4km2g0mmoTnjpq/3YHA49RPJ7mhIXC+8961dc/yJ6mx4x74loOh5v2u/3/MsrLyxkxYgSaptHjKSKrqJjrnnmV8//8V86/+6Hvvd8fBnAB+v9+M2p3N5YRI8g++miGP/MMwx75J57TT8M2aRLDDu3F9MbJ7DnvLGqPPCqlgwHAFiONNvoYuHIZepZIEwfee57Itu0Z7zPSMxJJ1/nV2yq/flPlJ19ZkHQd64QJ3DVPmOxJRRNwHbkvQVki8OkHQ7aG4m+HB8fDy+cAaeCyqnUVkcT+64CueaWYHCGylNeRIj3wzrVYVmUKVRVZrsZjeiR1vy37IBrDcbpJ82esFdnC66NsBrIUxm3KFKuyDjeAS/EA4CKBuWhw6cs1rxTPGVUUXjMFpbAU6bKP4eg7hBbF2c+JpXFvHd7nHmX3nIOpP/oYYskOsoEgKBGn96WXiPQJvoR3l0LyItSjgmQ06t4LcRSIVtyqUb/lyCN2Y7MNQ9Oi7K6+HU3LLPftG5u3XM7WbdfS3v4OINKr0ejQio/fNmSrleFPPC5anM1mCq65Andhi/jspVPTGw7MvHmbMsCc4vFgys2l5LbbGLt+HaM++xTLMLG9pVIQ9WKNgtQZ2bGDWH09ssvFqI8/ovDX1w/KKlpHjcJzdmbWc2DYZ87APmkSituNMsBbh1AXoINiRTayMHpCRy8cT0LKS3kbHTBsHgFa1ZgwBQTIGSnKS3mjRbYFhIBa3mhwl9NmSO2rmopXEtdLtqZTEuoHNYaORJviQMUEaNiJYNN1dPSUbH44kkmUt6rGPmU1BVSjsU7MSoC4UxBmFcmEyTwYjCmKAEi6Fice9yKrOtM291O5ey94mzjMXkdFschmzEhsQDEE7YZvr4bXLkL5/C60eIyXrFZUSeLWvDwkWSJvYprE7Z73EzZPPi11v6F/6ImpP9rPkr1L6I30km3J5pGFj3DD7Bu4bprQoLpv7X38YcUf2NotQNHkgikoeUZ2pHP7kPs8UEw8fGEauFgEcOlpEeV475tv0vvSSxnbJzuJnHNLKLp+BtMGGB0+vryeP74vyqYHH8AAsampiUWLFvHKK6+w2dDLam9vR1VV3G53Sp1VkiTmzJmTwalM3t69ezdT88XvvHUIgm6XP8pZ/1rJMyv2DwC+b8RVjUeWZpb5L5ibKfaX7Lp1OBxcs3A8U8o9g/ZzzRGj8Pm3sWnzpfh8W+jsSvtg6QfgP/Z50+XfsWP+CKQ1vf7fiFNOOhE5EUO3WCk9dCFWh5PiUaPJLSn75hfvJ34wwMUs96C43VS++gqy04n9oEkpNVvH2FKyhkVQom1Y/etRe3tpuvwKoU2h67BFrIyZLBRFVUR6zuxU8S/OtCoY5R5FeRfM3aUzp1qnZLEYfPKvvBL2GkJg5bOxjh5N8bVnUzavl/xJAvG3fe2g6dJLBq/wVz8mCIs1n0B3DZMLJlPqLMUf96d8RQDoa8xoQ1WyLBRPeA23WfjasOlFbHJmi12UTtpIp4if/PWFHD6mgN2kCXb2qYbwV3YZOAtxyMsz9pHM7Dimp8lg6KTl3Hvq4PlTYc9KZIuCa3ZJ2lvGVQiH/AIKxoItGyrmEWiz0nbP39CMDhA52cGgabiOPBLz8OGYXQkCzekaeCIw4ELVNDCZMFcYA7JfTDyybGJ4uejsaGt7g7b2NxkUPXXQsByfbwuBgACvTXufJBrtYt26M/hqxTz8/u8+wA8MS2WlaHFeuYL84yaKKlD+aFSzmVjMEMXy7KNBtPP9IfclyXIGEElq4cT2COCSFJ9zzJmD2RBfGyoKf/MbLFWjcMyZQ84FF6QeL3/8MSqef37wCzQVAkYnTXYJUq4ATlooTLyzh3hbG7G9e785W6WYDP6LLPgs2cPA7gazbVC2DlkmYffgH9A9FDa+u0XXkdSYAL55VeiGIenWreu56U8PUVw8hcnTJlPTINpNb7vtNiYVTOL6S6+ndmMtCgoNexp4/qXneeX1V7jvvvuorREr+HhMQ0dHQsLmHNypKEkKiiImbV1PYFJ1bHEN1zZxbSpzruCCy67hEvfXTNc2MS46GXSd3Ja0qOQ6Wzo72iUrdMUlTKYEs2Z/yfz585l41I94vyRdfklyepKhaio3fXkTh75yKL9a+isAjhp+VKqcdPaYs7Gb7IN4LpMLJotrD6Dr23UGDQxPcQllhkjiwIxLvKWFtlt+T8eddxFrbCS4oYPgunaie8RYZ6vKQbYqzKrMwawMLs8fCLhsMsqrAB988AGJRCI10efn5x/QgqKsrIwJEyag6zqlAfF9tw7Bc/nLJ7tYt6eP298fLBb5n8an2zvwR9KLpuuOrOLIsZnXZrK9PC8vD4/DwpMXZXbcPnPJLH6xcDS7dv2enp5lrF13Onv2PJ56PhptI5EYLDOgaXECxveeN3cJeXlHABAK7aGvbzXd3V+g6+qg1/0vo+7rLzF3izG61fvfyX79YICL1RMn67jjhAdLTx28cj48exKsf45cy0ep7bIrxEpM7e4muns37F0jhLIsLhgr6oexgNFd4FTxf/Y5uq4L993PP6fAUcBVHJ7x3s55c8k6eqHYF0C5ENbJuehKsodHyCpLZ02CX6/JdElW47Dp5fT9bW8hN6/nwhLhTfJ2jUE0rV0Mf58Of5sCNQPAVHs63QwgSXFyzfcB0G1tZ/VRLxM54WFAgklnoZhM/PqYMXgHpOwdkwuSL4bSaUiShtskLhLHzDRYke0mcs8dCxJkH1uZftP3fwH1S+GZb2GaNelMequdoIOpqJCcCy9kxBuv45otNEis+SbsBx1EPGBGS8iYHMnPKSFnZzPcmGTNJSVIHgOx+9NdHOXlF6fKRn19+3gHrX0SHp4Oz52Md126ky0Q2MVXKw7GH9gO6HR3L0k9V1dXx2effbbfTpWhQtd1dEVCiXbAl6KjKJJXwoqVh7Ni5RGitdbmBmUAl6R2seC7fEOkgEtTE7qmpdqhnft0FO0bitvNqEWLqHjuWTxnnJ563HHwwUO3kEf9giSrWMDmQXbYhWu0mkjxx/R4PENyQNf1oYGM1QVFB0HxQeAqGPz8gOgKd6GjY1WslLnKqMwdw8D2ubijEF9ERdIkNDTGTKvi3lt+weXnnwG6xqgCcUxPPulkbnvgNh58+kGmHCQItIs+WsTZF53NiaeeyG9/+xv++leRTo/Hzai6mGgUhi5fKEqaGC1p+3zHEfMxm81UzjsTGShev5Sjvszk2H1ekqkvtNl+BoriwmZrZMaMHEwmEytbV6aeb/KL1P77de9z5WdX8tPPfsqi+kUZ+zhhxAmp226rmz8c/AdsSiZvZFbRLEH4BejePeR3+6aYd/JpAOh2J7HcIlqjCXrfTwJtid4X36XvtWr63qgh0SGycJs2fsKbf76V7e/9m79MjvDE8YU8dmG6VHrwyKH1hWKxWMpsMHm/oaEhBVyGksnYN5LyGglfFzIaW1v6eXdTC4f/ZQn3fyKOwbrGdNml03/g7pa9vSH++N52bn13G2saernmpfUsq+7a7/Yfb2/HLYW5an4lNX86nt8cO5aWlhZee+011q1bx6pVq6g1LCmSeicFWZmGnkeOK0SNNeH3p8f3cLgRSTKRvB5CocG+b8FgLboew2TKwmYrx2otNl6jsWHjeWzecgW1tfcSDjfT1PR0CuT8r2LZi0+z7IWnMPl6kYDW1tZvrQl0oPifkXP/r8PmiSMdeyi0b4OXfyS6EwAav8z4ko7CGCa7SiKsEK2rw968Qjwx/mQw2iAjbUEcxWBxqcR21NFx5130vSzAheRwUGWkyPOvvZa8S39iWHVHodXIdpQbk4i7DC5fjM3iosx5LS1vCeG0/kWLsI03/JJqFwvxrmQs/TMs/TPnZpdxb57CmvY1dHkbKXj3OjGRhPtg0S/hl1tFy2iPobI772eoVccy99kufqU/z9S5HYw58hQcBpOdUesgW/AJxpdkc7MpwbEJM0wvTBnWAVA0AWo+waW8h+Xkn2Geksk/cUwtxDYuF8mqiJq5Mx/2pAdc2rZAyWDvKC0UwvfxJzgPXkCwQwgPDf/ZEVjPulkcqtJOAkDvW5+KVbUR7mPn0/O2UBTV4/GUIqylfBhkGequ/vYMgmtuzjz27HmU/v603Tu6Dl/+NX23aSUMl5FlO5pmtAFLJnQ9Qb9PeGpFIl5eeOEFAGy2VvLyd1JW9mPc2VMGfT9d1+nq+hSvdw29fSuIx/uYsymMpVtkRprUjcTjouzV07uM0pKzCF3wDFqgFdeqf0PLenjlx/DTZaJsMkRomsa7a9bgPXw+85Z/SeM55xLZKgY2x5w5rF27FkVRvpHobpswgfInnkDxuAf7OqkJ6G2EiDGw24RTsCRJmIqKMrr2QNgcyFYrWjyeIlfLDgfoOrLbjeJ2k0j4kWULijw0GTOuxukIdWCSTSleSqGjkOwkP8Zsg3iYCBZ6AwkweCp5OXnYbKVobVv4yy2/YMTck/j3C69wygVX895773HN7ddQ5ioj1Ceu1w/e+4ALfn4BETWCQxXHWNUVNNWGSgKTZBZk9SGaXSyWPGKxHmRVH6xUUyxAN7MuEx1wrRuQBiwMop7hfGxSIQG/mP4L/rbhbyxq+Ih542fgCHxJT+9XxC3lNAfSx7bZL24/tOEhOkOifCkhcf/h9zPKM4quYBcHl2Yqj5486mQOLjmY3kgvMTVGrbdWlJ07jVJsMuMS6BSZ2/xvJ9ZYVCzGDdVkQS0SmcI3ly/GNGMKRSWHMSOQeb3LJVZWvi/Gy8bN4loyWa1c+a/nuHGmgyyHDY8j87xLJBK89dZbNDQ0EI1G8Xg8jBo1ivXr1/PSgHLUtwEuubm5OBwOQqEQRbKfxm6JX7yyCRDlqmMmFlHfnc5WbGvp56hxQ5+bDd1BTn74q1SXz/Nfi+v5w63t1P7peEyKjKbpfFXbLco9iSituzdyurWJYWErZmUiLS0tPPPMMyQSCaGaPCBG70cw0+ffxpYtwtLBailC1SIkEv0UF59GOLwXr3c1wWAdkqQQCNbgzp6Kw1FpLL7A5ZogtIokE7JsQR3QJdu09yma9j5l3JMYP/4eSkv2X0r+vqHrOtuWCJPQomHlREtLaWltpb29PUOg7vvEDwK46CooDh374h/Dp/sXnVNjEopFp+i0sbT8u5ZozS6QDLM7o0yU6OoivMcLxeAYVwJrwinQAqRcewEcs2amW1TbNos6viMfcgdM9obHSPYhU6FjGy0rcvG++hqy1UbWscdi3fgqXZuysE6Zg9v0JRhpcpOvhWmjT2DYnlV0fPI7CvytomU03CtaaL1Nadl1ZyEccxe17X46Y8u5y3IVW04+NtNIKz+dhjYrMq5SB8c29XPXiEoqBx6k6RdD7edIsy7HOmPoVbxsM8H2d+D1iwc/ufmVIYFL198fpvfZZ1P3re441n4jIxLoJMu6GZOtgEREATWBya4y7Ozh2G58FL3w7/Q+9hh6OEzbLbeI71A2ALjEgyJDYBMTXXb2FEAmEmkhEm3HZi2G7uoMZVa7P4CilHDIvGW0tL5GJLyX/PwFbN5yOf39G9F1jU8/uxUQA2V19XtUxjfR3v4us2e9i8uV2e1VU/sn9u7NFA3skf0k5eS8Wenfoq/va/Jy5/N1w8+RJIV5p7yE7clTRfascycUTxryuNfV1bF9xw4oKaEvJwd561aqR49GHzWSSDDIBx8InkxeXh4VA+wVhgrXYYem76hx+PRWKDoWesJgePjouo5mMkGS6OwyI5fkIZkUtFCIRHc3+Lsh24ra10cibniS9Bv//T3IpnyicUEKtdlKsVhyCMaDBGIBNF3DaXbRFc70H8qxFaVBC5BcYcZIT3Y2m02o30oSmtmGx63zxH1/4Irf3UmzT+OCCy5A1mXssp2QYRSZm5fLjxb8iH8+/09CLT0ceeTBRFULsq6KjIsMemLozJosWzFbcjMUpVOfzWqIN8oK/PgVkdlbLrKeHPQjls44C9+y31DkKOInE3/Cjp4dfLbnM7ZGbIxOSGyr/4DxkijnlDpLaQ220hvpxRfzpUALwC1zbuGYymP48MMP2bp1K8POH8awYZnEzgJHAQUOkdU6qMAAVMmMy56vxPX5xZ9Et9fPNw22DRgisrOzycnJoW+AynXXiNHoZgutdFEVDeHW03y3bkd6ITZi6gwaNq0nEY2y6s1/E/rwfWJWK5H5z2BzpUUvd+7cmTGpT5kyhfLycuHrNCC+DXCRJImysjJqamo41lJNo5rD0rgY/2Kqxin/WJGx/dZmH0eNKxpqV7y9sSUFWvaNP7y7jTtOncRdi3bw3Nd7OHO0may9KzGOOnXbNsCZJ7NixQoSiaH3MXbs2NTth86Zyi9f3cTdp49j+/ZriEbbsdnKmTLlCUyKk67uxZQUn05d3f14vavZsXOggrLEhPH30d8vFs9ZWRNTzwxsVBheftkA0AKgs3v3H3BnT8Xp3H979feJoLcv5f3147vu5/1FH9DS2rpfz8LvEj8I4KJmj4FEjaiBJ+OE+0VLZl8j7F1FfNd6QhThZikOi1iBmDs+B3cfeCpghCj/+D76iLjfkAJ3xLGOH090CK8F2enEbrDb2f4O1Bj28+VzMpx2U5E7kqzSCPbhLsJNAbofeYS+F5/Hld9Lf30W7NqB66ajUBrSZa1fRhWmd/dC9yfigQmniIxSyzqR5UiWSAxwtNOQt55Qmn1A98/W1lbGdX1BwlTIhr0VnD1Q3iF3BFz4TlpXY3+xdR+tHUkRCHLPiiE37zUyF8nIKg9D81qx8tvxLpKkkTs7m87lYiVUON+N/arHQZYp+tUvUVxOuh5IC+VZKitEZ4vVLVRW/e0p4CLLDrJc4/EHtuPtW0Nx8SmiZR4MXRENVzBBbs48zOYcKivEykbT4siynUTCx97m56irS59PwaDgCel6jO6eJRnAJR7vo7lZfL8cz8H0eQUg6/OYKemMUj3KiVo4hslVv2PL1qvp7PyYREJM7n5/NtUdtUwuHCeyLr31+wUuq1enS18dxUXoksTGGSK7sum9dBfKM888w+TJkznhhBOw7U+d0t8OrZsguxQ6tkP1h1CQKX6n6VGWrj5k6NcnowsYnLFOx/fgOpfP3cfDypoF8RAJY7hyOBy43e4U10Gx50A8zFknLeSxF9/ky+XLueaaawkTpt8r+A0Wi4XXX3udI446giOnHslPLv0xD/31JvqiFmxaHNXI4iTlAYYKm7UU9H34EvuK7WUVwVG3iC6p5ffB3Gv5vEZkDE4edTKKrHBY2WF8tucztvt6WROwUBdtgWYhPHlI2SEsblpMb6SX3y77bWq3H5z+QcoUcc0aUZJ+8sknuemmm7BaM8sMgyJ/AMh+e4AxY91iyL38wK9FAIHzzjyTt2+/najFSk9+Hro5/b33yt0o7f1kFY/AVFTE1jqxGJyaUDjqhttY/vKzrHv/LdZ/ICwN4pEwO79awrTjTk7tY90+OltTpkzB4/Ewb948Vq5MZ3S/DXABKC0tpcYwGq1U+jDHVeIDyoCTyrJZMK6Ivy2uYfMBROpW1Ymyxh2nTuTORTuIq+lM2r/X7OXfa9Ll3eaGWsYPmFFNJhNLly5NAbIrr7ySrKwsNm7cyOLFiznkkEMyNIVOm1bGwSPMtDb8hr6+WszmXGbPegez2QNA+TChe1JScgbNLS8MeJ9sEgkfO3amz5e83Pmp22PH3klt7b1MnvwoOR6hrt3RsYgJE/5C455/0df3NR0dixg58pcHPKbfJfw93Wz6VCykckqHYbZYU1mW/79UZIRp/k/hi/SPxpTzYPpFQjdixGE85p9H05gQdxxTBg+MwRRtJqs8hyyrweqf97NUer7//UUkgsZh8TYxbGqC+t06uiZhnTCevEsuwVpVBYoJufpd0eK55K70ew+fM/SHzB2JpEDFqVZ6IyfR+cQrqL4A/b70ABDwj2Rg1/70bfsQNofNEoN4yzoh6JYMQxq8vktMhqMKMk3N9o2dO3eCrjNc9rKxaR/Z9U3/Jv7v6+ion4T92AvJ+fGPM4TP6KoWJbD6pcb3nQsV82DM8fDUQpE1iAUFqDAi0deH4nZnaOvkzCyESL0ola18GIC8n1xK9h9PQ/I3YRo9O4O8mX/FFVjKh9O/6H1MBQW4zzB0WrKKDeDSBgVjWLZsGcuXL+foo+cC2+ns+kQAl90CELZWFlPa0Io9opHnnpvx1WXZTH7+kXR2fkh19V0EAz9KPReJDGfUyN9SV/8XvN41UJGeADo7P0HXE2S5JjJ9+kv09H7Fpk0X05tjpmGYneZhWcw+6BHs9uHIshVNi9Dd/Tk1NXNobxvDxg276c/J4jBA69k9JPEsFotRW5tGCFsnD85qWa1WVFUlkUiwZcsWvF4vP/nJTwaTGcN98PBM4QUEojTnKBa/mbscHC6RWdg/9v2fhtPsQPX5UL1elNxcFFcxSDKJkASqitzZiZpIYDI8dXAUCEBqdTP9oPHc98izLF++nPnz56fan+12Ox999BE33nEjdXV13P7r29G1OLfe8w90LYoqGcAloaHr+pAEUEnXkRJGZmjCabDmYSHPP1TMvUb8AXXrRBv/9EIBMmcWi4XGlp6dsA+nZnrRdBr6G+iN9KY4L5XZlSnQsu/KfceOHUybNu3AB9TqQs+tQurdR9Byf87eQ4Szs5PDvhSWBF8ediitA8wAV5lrWFscY0TtJwR63AT7epF0ndzddSTa2hg5fRbr3n8rY39fPPMYzTu2ceIvf8eyZcvZY5DNR4wYwfDhw1MA5ZhjjkGSJFasEAuib6uoPnyg6zpQJPs5bOZk/r1GcIduP2UiNrPC3xbX8FVtN75InGybmaaeEJc+t5ZzZ5Vz/pwKNu4V4+PhYwp4Md9JdYcYY+eNymNlXeYEnC+LRdde1U250k88Hmfp0qXi/YuKKCkR+ddDDz2U0aNHpxzGB0aw53n6+lYgSRbGjbsrBVoGRnb2ZDyeOXi9q/F45jB92gusXXdmig+TlTWR3Nx0RnVY2XmUlf44dU6PHn0zVVU3IUkS4XATfX1f0+dd862O67eJvrYWXrntBkL9XgDyy8VvkfxNN2/ezLBhw7Dbh6jJfsv4QQAXxp+YBi4/fgXGpkmird4wd38kyLAnHlTCvLnXwoqHGHaIOCF1ZyHSNNFlEVq/XnAGTBb0nCqkvloseiueUdn01bgouvFGnLON8kmgE+4fAB6S4dhP7S53FABS11by2Ioy207bmkxBqNZ/vE3s6PkU5C0fag8wbLbYvzHRpyIJXIy67cgCJweKpDlllhSlvsPLui8/YfT6O3EXDYfdH+BvcuLf2ol/6wP0PPkUpffdi2v+fNjwPLz3M6F1EwsI5dRLPkwDjOwywS1q2QAjhDhS//vv0/rb32W8f9bxx2GabII1j8MbPxEPuopgxsWYLU5gsFcMQPZxx5J93LH7PFgiSIf+NkKhEEuWCGJtQ0MphUXQ07OERNcOTA1CVbYhP0x+s4QlrlMojRr0HuPH3U0wWENfXxOJRHolGwpp2O1iwvF616HrKpIkJp2OGqGpUaiJ+r8nezqSBlGrQm+OmeKiU1MZmnHj/kx19Z1EozLtbemV8OK+qYxiBzltq4aiWBzQg+eqq67C4/FgMplIJBI0NDTw2muv0dTUhN/vJzs7m+7ubsxmM263W2RakqBFsYgSp8kBthwBjM028AxH1nWOOHzrft832tg4qCU6XqoLyr8G5tbMyT8+TKc9LqEiUeH0kIj1YjK7sVryCalx9vqbcVuykSKCfAyC16SMGoXuKiJhZBiVRIJ4e3sKuOiaRtwb552lr3PO6SfhyCngxhtvTK3UPR4P7e3trF27lt/c9hu6D+3kjPlzOHzBOVx9WR3DSwpANjhSuo6e0JCG0hiJBwEdVTbxzrCJjJvwFlMrB/usDQxN12jyie9SkS3Kd8NcwyhxltAWbMvY9pCyQzi24liqPFWc/X7aYDEJWmDwebBu3To8Hg8jRuy/5KPrOm9azmS69Coj9cb0E22i1bjvlVeINe6h8He/3a/XV2RA1rmovSMDuACoZgvNbg/mvh7MZgsT6vZiS6jEmlsomzmD8gkHoes6R/3kSl6/8xbCfh/Vq1eQ8/67LNsodKUWLFjAYYcNFlWbNWsW69ato7CwMGXX8E0xcuRIjj32WL5atZZgfy/lJj8/nT+StzY0c+TYQmZU5KLrOqMLXdR0BvjnF7X85JAR3PLOVmo7A/zpgx2MKnASV3VK3TaG5zoyNFVeunwOv359M29taMFuVjhzWgnSZpE1WpMYTpWrnmg4zaM5+uijU7clSUo5KO8bPp+43saM/j2FBccOuQ3AxAn309zyMuXllyBJCpMPeoTq6jvo921MgZKBsb/7Hs9s4303oWlRoRL9H8Znj/8jBVoA8svFeZ8ELrqus2jRIqL76ql9h/hhdBVZs+C81+CYP8GY4zKeentjuiVxVUMv2hE302hLe3asqh5BVLIQS2jsuvsBADxnnIl07ddw6PUA5E8MgKxjmzDA66N7P2zsz+8QraT7Rv7otOgY4B5jwnPCYRRcfz0jP0h3C3R/0UBi7PlD7zuvSrjDzv+dKJEYEfNU8eyKBhYZ4k4j8/efcdE0jRajTVOSYJ6pgUWLv+YV70Gw+wMSUZmo38CzMqheL73PPgeJGInXfiFkaNo2ieerjs5saU2SkvcOKGnce1/qtuxyUXzH7ZTceZdYsQ6MQ6/PyNJ860jKy/fUZtTDw2EJh2MEmhYlskp8hh6PmYhdIegQA5DZ2zZodyaTi6KScwmHRdnJaouSkyMAZiDgQVFcqGqA8Oan4K0rib55AX2qmJiKlrwMX9yFvOResv1C8Kw/20JFxU9T+y8pPo3DDl1JcZEAOw5HH/kFjYDEhxxJomdohcskv8Dp7CU/v5FsdweHHDKNM844g+LiYmw2G4oiU1P7WxLqI+Tni/Ojs7OTQCDAY489xr/+9S8x8XUYmcbxp8Cvd8Opj8Cp/xzUnixJEori2O+f2ZGLItlSf7LNhtnmQVFsKGYbis2V8bwi2bCYbOTZctDVEIpiQ9eiRCItWIkxOnciZdkj0YPpAV+LRNB1Pd3VpevI+5hGJrq76dnTSM369UydPJVfX3MZAH/6058wm83Y7XY2bNjArFmzsCpWrOhUucr5zWWXE20XhHlZMafcovW4hhZTB3dIGXYFfkXh6e3PcOGyX3La8ueoC2V2pbzc0sqMxa+y3R+kM9RJVI1ikkyUukpTx/VHY9PZvOOyY1xaaOVvRzyEWTEzLnccTx+bzuQMz0oDl7593NRbWlp47rnn2Lt3Lz09PezatSvloPzss88SjUbp6OhgW3uMj/V9QEHbFhLd3bTfeRe9zz5LxFChHSoGApfijvYht1Gzcjli0gzOXngKZX0iMxHf24SsKPzotrs554/3UFAxgksfejxVJlr9hSixV1RUDAlaQADPn/3sZxkmhN8UkiQxd+5cTjxW6GlNsvUS7tzDulsW8I/zpqW2OX26AGCPLa/n4LsX82VNN24pzPnW9by96GMAjhpfiCRJTBugtSJJEreeNIGL51bw8hVzOLLCiiLpRHQFv25NjRkAV199dUr6/psiEBSL7KzsocvFybDZSqka9RuslvzU/cmTH+WwQ1eTmzP3gK8dGA7HSMzmXDQtis+3lVish+7uJd9blDMRj9OyO5NakVMszvv/lJA7MH4YGReAMceKvwGh6zpvbkgTMpft7kTVNJ70/o47ok+zsG09ns1NLH3rCz7a0MSV2zYSlxReH7+Q7NUtXHLkzbD+GUz0MfKJP6MMIJPRXTP4M8hmCHaIduyCfaT6JQkmnApfC3l76eT7KZlyburpEW+9ScMZZ4Kq4quNk6zkvlA2Bmd/CxOmXco4WQZkUUM/9Few9G70ykP5w7vbeW3dHi5RPmWtNpaRBZnt2gOjs7MzpSIKov4L0EYRwQ4LTUvzU+Km7soI/fU2ovX1+J65m5Z3iskZEyB/QoDuHS5yDp1DBj4fPhe2vw2NK2D+b9EiEdQBK0QlJ4ecHxkDtmOfi2v69/StKDZKJq2bqFfTwLC1tZXpMw5h584s/G1xjsNCW5Eoy6lZhdDfKrJDwR6RsRk+N8VN2ujrJxxKavnEyM/Np6+vj76eHsoixQR9O7CuuYOYGqC6ygWSlWxfHHtUg+V/QQLcIxz0u804skfjdFah6yrbtv8Kv38bJSVn0tRkpE/zfJSWrqOvp4xmrZQ3u2ZwkaYRi8VEG75/OX3e1ezc4QNc2Owhpk1vIBJpZtKkUygqTJeMAsFqOjs/BGDEiOl0dU3gxRdfxGw2E4/HicfjvPvuu5zv2i4KFEWTwJEL086HSAQavn3pQNc15Ows6OkGGRJFOroCDmspoVA9iuJEcVhRo+mJVoqByQx2xQT7YPt43EuWbRiSJBGLRvF6PNjCEWzRCJHt29EM0TFZTYMWXVWRFAXV5+P+J5/kruuvJxFUcVjDvPDUv5i/8ASuvOIacnPymD59Oo899hgnn7SAUp+GnpDp9XqZPHEiYUAxKUgmGT2movYKIKJkW1BsKolAO/0xPzkGYBpI/9/V8g5XOw7m7vIwb1S/yjVTr+H2L3+LJbqdX0lB7hwvSJLDsoZhktPD7WWTLmN64XT2+Opxt9yBrvWxc/t1TJr4ECaTi6kFU1PbDnRx9nq9gOhGaWtrS6mvVldXs23bNvr6+pgzZw6rDV+q6upq2tsF0Ohin4kj2o/v5X+BAQoju3ZjnzqVfaP78Sfof0NoIrkOP5z8OXMY1RYnGomQXZxLvyVMS0sLcVc2tq9WIx2eHhViewcLn9lcLuZfcCkbP1lE2FBfPlDGCMDlOnD5e38xZswYhg8fTlNTE6+99hoTJkzgRz9Kg8bzZg/n67oetjT30x8W4+IMUzMmSSc30ADkc/6ctDuzpgsuCoDHYeH2UwXA+Gy3yLb0aE5ynVbUeDqbMFRJaKiIxroNnScJl/PbdXz9pyFJEh7PbLq6PsbrXUt1zV34/VuZMOEBSopP+87769pTj6YmsGdlM/vUs9izbTOjZonut/3y7b5H/DAyLvuJpdVd1HelV2+bm/v555I6oliI/ehh1ljOAF0i8uB9HL5MiNB9XDmHBzf7+OP7O2gLJFKaLFapNXPnPfvUi11F6bbIjv2k1yecmr49LtN91TZhAoU33ACAb92e1ON7SydxW0EeG0oznV171DAXJhq5rW0Xr67bywJ5I380P88H1lsobN6BGgigaxq9L75Ex6ZNxAy9jebmwQNJMpqWpEELgKtYlAES7e20PizIuH3VLmreKaav2kX7s/t4a4wwCGFNqyARJbR+fcpTSHG7KfzdAB6SLMMRN4nbR9z8rbMtXq+XZcuWpb9HqVHfb9tEd3d3artEIsGi92Wa9kxhU2w0a5lCb46FMaNvJb9SKBTja4VFvxD6M0tFi3Z3uJt/7Hg7lXHBFkitnnpXvcTor1cxdbsPKeJnw2Q3nYZuSNGoKwQh0wi3T3ARAoEAfX19bN16H52dHxAO76G+/kFaW8VAV16ej9Ua5qCxSzATo1EbxtZNH/Loow/y8MMPsmnzr2hufo4uo626pPigVP3a78s8z/r7N6RuW20bKBsmSIEDgWp9fT3vbQ+iIu2XBPxNEY97CQR2EpN7oNRJolhHN4PNUYbJ5MTpHI3dPhxTTmYpVIqKhiWzkbU2m3NTcvogxN00LUZQ19BlmbAz/VzcmLCVAdlMPRbj048+4rzrruPpN97g7c8+JWFOgKSzc9NaAE459SRu/8NdVAyv5Oijj+ahu27nqeff5KnXX+fHl12KbthHSKomWvwHhOqLoXdV05YI0m4y0WoyoZldJAaolppjtWzvqea6Jb9iUf0iTnjrBCxR0ZLa27ecPT7xuyXLRKljIUlML5rO6aPPoszw1erpWUJXlyDimxUzF4y/AKtizcjOJDMuOTk5nHLKKViMdvYvv/wy9dzqAWaafX19gtMG6Eg8wbm8wfE05QrSdf8b6Y7JyO5dxPbupfuZNXQ9voV4V4jwzha6Hvp7apuiP/wB64gFHOkfz/HKTM685ByuuOIKcjwekCS6ImH6nk8TR+N7h5aaN5nNOHNyUR1CqfmbgMv3DZPJxPnnn88EI1u+e/fu1FgIAny8cNkcNt92DB/+/DBmV+ZiHoCqZ5dnMb5EjAUOi4k7T5vEjIrM87qjo4OvDT2l3WoB44qzmDRJXFtFRUXI+ym/7RsBv/idHI7KjOvifx05HtGd0dv7VYon09b2xvfaV3utqEQUV41h5slncOZNt2OxpYvfJ5xwQoZX2PeNHzRweforsYK89JARTBvuAYSGyU3Hj+OCgyuovOF6QiYrY7zNjOvbS8xk4bUxR6Vev7vdnybbrvonPDgBXv+J8G9JApeJhphXydR0G3B7Wso7I8pnw2n/ggvfFuWtfSL7+ONAkgjv3ks8aPik5It2uX3r4W8suo+apo283fgkyCEOMQwRe3c72fvji2m94UYCy5ax6cknefStt3jnTbFiSk742Um12gGh7VMHteXGUQxhJD02uPw1yHG7YBy4igh3Jmg47RQ67xEib+4zzmDM6lVkD6jzAjD/t3D5YvH/W8a7777LkiVLePLJJwVbv2giSArRoBe/4b2TbBFNJNIobLc8grhFxuOZKbg4AP7WtGLtsnugYwd3r76brnAPLX4PAG1SjFxjodDXm84etBdZCTqNLhf7SPoLF1B7wu/YOj6LXVUu6lzJjok2Hn/8Djo6M0mc8XgjJpOJ0VVTAcjKb2eSLNLEyz9/H683RigUx9efg9tciSJNMr7bHLKzBED2+YcGLk6ryDyNGLERuz2d8Zp/8EwkNDaro3ib48SxGxD7FZAbEKoaIRzei65rxOP9qNYEugns9gosFpEnVBQbsmxCdjiwVlVhMhR9lYCEywcYlg0C5IxK1dVVNUw42JThiqEapHnNGPwHlom0aJSj5szhpQcfpG3DOk6+8GgS2SpBh4lLLzgFvWUD27/6gl9cdS1aVy0LZk7gVxdeyqVnns1lZ59N5YSx6IairRSNItsHJ6AjlBOURFagX5ZpUSRAR5OsTCgQY0Nu+80Eot2DXhtVwyngMpCnsm+MGXMruTkCSASC6Uzub2f9ltXnrc4APQOBy5gxY7j66qv3u18QfLZk++nvfvc7jrzgt2xjHC/1TiUSyyUyoOsrvHkzjRddSWR3lGh9Px0PrKfnuXqcC+8AxULp/fcju/LwLRZgxHPyKBSnODYlpaIc0LcPWB0q45IMW0ExusmMIsuU7cOZGRiJWIx3/nInK1578YDfdX9htVo5++yzyc7ORlVVmpoGgym/38/YIievXTWXMmf6HPvp7HSWqrOzk3vuuYcvvxS6Ul6vl+eff55nn30WTdMoH1FFSUUVlx82gkMPPZRTTz2Viy666Ft/zqRit8s5tOv1/yqSPJdkNySAph5YlC8Zva3N7PgyXVpKAZdRQ5sDz549m5/97Gf/yccFfkilon3CF4mzolYMJhfPq+BmzzhCcZXsAS6h4yeO5B/n/4ojXrgPRdPIueMuuteksVx1h58jKo2Shs/IuGx/S3Rc9BpchKhBciyZLLIukOYQDBVTz9vvU+biYhwzZhBatw6vbwpquIAx63vBCS2BFvRYjPa770a2mZj/zHuMc8OvL1eIFX3IsVoL4XozHRtFiSOweDG2iRPYMmUyuiyza/duotFoiph7zIIjWL5iFZ2d6ZErYrfhCKU9XswOFasrTMhoD/eMCqKWH4t/6VepbRJdXZiSqVBJghHzaX1tKTFfenDIWpAGgxkhK6lW7m8T7e3tNDQ0kO3uoLi4lq+/zqKtbSrz8g+ir0v8Pg6HgxNPPJEXXniBUCjEaPsuasLjaNFKqFBdOJ1jILtR7NDblG7jBrRPb2Z872YmRgppCouB9JiuDeQ0bwZOoZc02NxbJlYRVVU3cm/1Rr78+Ep+XhhhZIGVoqJzWfqei4MKN2C3+xk77itkWcNiGU9e3iTa2l7H7vBRVjaJ4uIpNDSKYze8sI+N7dATKkm9T8FOKzO3rWO9NB7IJycnh+xs8Tn8/q3oukZX16f4Aztpbxcqy1XrttFY6qI/T6FyxAYaG6aTnW1lqn0ZJSzmVU5hG+NYiJvXn3gCl8vFggUL8Pl89PX1YbUajsvy4OFBVTNlxpMDnKIMnQaWbTaQJBJdnaCCxQd6KAKlIMsW47V2NC1KNNaBHomgyWn+VsJsQomqKeCimM2iQ62/Hz0WE8q9MsTzE+jGpatLELHKOEMqTsWLWYpi1sPEOiOocQMAmTTseoCo8R2lWAw9EUc16yjxNIBXdAv5CQ8dZtFBEjG+r2Yu5tfTr+GyT9LZjeumXsebe7fS0rsaWY+gRffyVYsAaUlz1qFCkmQKCo+jt28FwWA6kytL8qDOrmRWMZkFzMnJydBYueqqq2hqaqLm+RdwNjWxNZFgbG0tRf0+bJLEqMpKxhcUsLu9na7GLCCOuSiXeEcv0R07MZVnitoByI58ci68BvdJJ9L7RjUkdCwj3Dimp2XsS0pK2LFjB315+UBaoTcpGDlUyNkeCETJttsy2oL3jV0rllG3bjV161ZT9vESyh98AOVbdhclQ5IkRo0axcaNG6mvr8/gnLS3t/Poo4+Sl5fH7Nmz0SLpc9xNmny+fPlyIpEIixcvJhKJUFNTkzF+HjX/EC4bkDn6xm6vAaHrOu0d7wDgyTmwCvZ/O1yusamW6mT4AzvRtMSQY8DAePn3vyYaDKIm4oyaPpu6DaI7qXT02P2+xu127/e5bxs/WOCyvrEPTYeKPAcVeaIMka0MTjBdd9PFRM6Yix4OYZ86lQcqmrn7o110B6Lsavdzj9fC7xCpKT2nEinYA41fpneQVOgtnix8eQCa1wn9mOwyYTB3AG+NfSP7xBMIrVtH97IOoIPKpbtQrtdpC7TR9/rreP/9Smrbwn44d7nGcwvXcXcwwq83ZJ4Quxsb8RoDnAa89u9/p3roR1Y/wdjL/8aWB07l/ahYOYZt9gzgInmGASFCc83ERuo4CqwMu/xhivuD7LngQmINDdQcNp/i228n5xzD56l4LjFfppaL85Bv0AL5lrFx40aysrqYMkWYjbW1fs6XX/rpzz2EKoQNQn5+PiUlJVx17ESaV7/LyO7PeYJCesglEpmOLJvTjsRGV0Uy5LolXAr8g1MA8DprOTbYSJfBOOrDw+d2OxUFEHCKTECTVsTXrV9jlXQqLQYHInEs0egXeL1l2O27yMoSK16TciIOu3idw9HPjBkzsNuH4XbPIBJpYdyCX/DFS1/iHwCQutRCdKDP8Obx2GSczjEoioNEwk9v7wq2bvsZJE0zdR23P8G4Bh+rc3PIz28mP78ZXYfArgDjiVBoDtIZd/LVihUponZfXx/Tpk0jkUjQ76tDkWNYLAXYbJndD0O5bkuSjCTtv9tDN5toz5Eo7tOFx1VC8F1kI5snaxbQBQiSIxLqgFRy1GlFzo+gxiRQwZybgxQKQ38/ejSKFomguXR0WUXSQOmUSBTpaLJETJexoGGRw2iqhBpLGjqCyaEhxYOEVXFcJR0SHR10myN4EjY6bQHMko3ieD4u1U6nWXQcWY2qm8uSw+ziaVw65Zc8ufVJojk/4tKDfsr7iRp67L0UNF+BrPmp7/fjMDk4uiKdbQwEAnz99dd0dHRw8skn43a7cTrERDoQuIDgaiUzBBs2bKCzsxNJkigvT/O5zjjjDOrr6xk/fjyFhYUUFxeTfeVV6OEwxe3tuH1iQup/733633mHyRs3MkFRCBjclvyTZtL+4nIsY07FMkp0ScVbNxCvX4Kl6hhMxQdhqTgILZwgtEFM1O7jKjM6VZKtvv6xY1CqdyPJComODlSvl0R3d7oDTNdp3PMIJlM2MZMViGL/huGxZXdamK5jwzq46moq/v3yAT2LhoqRI0eyceNG6urq2LlzJ6qqMmbMGBobGwGhL/LRRx9lvKajI+2orQ3I9iXbswfGN4k+Hii83rUEgzXIsp2S4tO/+QX/xZAkhZyceXR1fZx6TNMihEJ1uFz7ByC6phE1iPRfvvQsWz7/mGgwSGHlKIYfNPUA7ydx1llnpXR2vk/8YIHLqgYxQc8Z8c2CRbax6bTWmTOG4bSaePXlJ/nF9l9RIaVP3K5Jl1E4eja8cIZojSyZAh3GRVUyWSjYZpWKEsTfDFn44fPg0syL4UCRffzx9P7tDmJe47MlEkxokqm21BLaOpj1P2enzHMLob/DQrhHQ7Ja0GNRdF1irTEwmWMx4hYLdcYFmksfju0vg93OlP5VrAhU0Zufxx8Pu4zrdn7B2GqjO2fuNURD9+CdJwb8WiBSdw9jx/4RS2UlMYPM2fvsszgPmYf3tdeRtExXXvuUKWLV/V+I1tZWhg1LD2KFRXXU109nS6+FAKLskecx1HPfPo8kK6icNnrIJRYzBpbsfdLSuSMFP6VlPXVU0EsOVmKcaRI8CQ/9gE4MC2ukqezQ7EyUtpDQ4cVdb5LQE0xwWpGlML0Jidrtoladn3c4IMo/oVA26FWAWLE7HP2UlpYKrsM0g2egw3jnO6wJpoFLmzKMXacuIfLWe5iJkxtpRJZHk5t7GF1dn9Da+hpJ0JITGU5pw3Z8VjMht53KphCNFaJWLkkQdAlAUDmyis7dbRmiX6EBbc3xmBnFFiMW78ZqLTJWYhImU1YKuEiSkjJrUxTHASeR7nA3IQt4yxSye1TkMMhhCUlSUINBtIYuFCeouUBIAUNlWJIkVN2EJpWiacn3VcX5JEPM4kOO6GjJ0ysqAJESUVDtKnFZBp+ENUtFjRqfz6rjzbFSEosjJ+Kohi6KrOuo/f3kGzsqkV102gMkpBxMukJVpBykMCFvO91RiSllohHgF1Mu5Z/9MwhoUBuKUB2KgGwDyQSG/9Hpo8/EbXQBbt++nXfeeSfFO1q8eDFnnHFGSrU0EmlGVUMoioPW1laeeeaZDI4SQHl5ecoFO3l/IJDRQiH0sLgOk6AFoP2221K3TcbYYHIkyJ6QTeT8O0n0phc+trFWhv3lMToeFGRvyZJHpLoXNB1ToR1rRWapOQlc+kIhhn/0ERaLhcYzzyJaU0N40yayForunmCwmvp6ISQZ0oQhqim6f5dxXddp2JTuFvTZLWRv2kTwq69wGV1IuqrCPmakQ0WSR9PR0cGrrwpOY2FhIaWlafmF/Px8YrEYWVlZtLS00NDQwIoVK6iqqtqvJEFFRQVz5sz51lyWoaK5RZTBiotPwWQaTCP4X8e4sbeTn3c4islFc/MLeL1r8Pm2HhC49Hem58aw30fY78NksXL0FdcifwOPZdKkSYO0dr5L/GA5LqvqxSr3QC6kRHzw2a3ibwCaHudO8Kj5oQzQAhBo3ATDD4afrYNrVsPpj4EWB7NTqO9aHHDpx1A4gDvQtFKI1B0oEjHhEQMofVsZeUwrww7rwV4gmOkzdpuIqhH616wc9NL8gEpp3Mmh20SN0XPycTiKomyeOoX+rCzMsRgL9+5AVlUssSi5Wh/zMAaCdU8R6TVjNwY5xSTx2JTTcR4+n/LHH4NZl+ObkqkqkrRMdx15ROqxWFMTDWecSc/jj9P9pKEgOzpIzsmHUfrA/Qf+7t8ydF2ns7MTpystYqcoKkVFomRXjwAl+Wo79LdkvDZH8QIQiRiCZc4CkQlLhqcCznuNu6qmc79dZJ+mso3D+kU3hhmVbET3ht1SwYjiRkAQTU+QV1AUlTjMLAByfUSmvVG8bvTok5AkUQ5paZ5Af7+foAFK7HY/kiR+M5GOlXjl1htoaMnUUehRXam2zLmsx/zvs+D1SyjIE+W35O9RVHgyI3bGKO6K0ltkwuvWGNEUorgzhi0iJqn2QhtxBSomZKawc/bhOyUSVnRdZBji8V7C4SbC4T2EQg1omih9mM1pLoPJNHTqNx6P09beRtAvVmVOezG6U0wusl9Ci8VItBrtyEEJOQwJ43cxm80pHlYoFEXXkwNhnIQSRnXraHZNdDMlD1ly3gqLa1k3gxaX0TSIqgLAqXYIqU7CkoSGlKrNW4aVoQ2Y9+RIjMp4HAvpyUpPiM/giuocbvDZZEliUpYAEYt7fPgSGjIwrTAtR11UJDRZNE3jk08+IR6PU2R0SW3dupWenh4sllzM5lxAJxgS5/THH388CLQA39haGxuCwzEw8q+5mpDHg6ZIDJvXB+E+Ev0eABSPFdfhwyi+6UrMRUXk/lg0EcQ7I4R3imvPPj5zTFV9UWwJU+r3au/uRrZYsBulktDGtGO9z5defMU18durfYP5Qcno2buHYF/6mo+MFt+956mnCa1bR3DNGmoOm0/ztdcd8DuD6EzaVz+ls7Mz5UZ9yimncN1113H99ddz/vnnI0kSPT09fPbZZ7zwwgt0dWXaPZSXl3PWWWfxk5/8JEX+/T4RjXbR1SWyyMPK9iOF8T+Opi11rH5xF+bEFLJc4rskW7P3F93Ng8+zi+//J8VVQ/Nb/pvxgwQuoViCbYaV+eyhMi7rn4XXLoK/ToIVfxN/NZ+knh7etwqrNHjAcHUaK9TsUigcJzgSIFbsSbSfUwHnvw6FA07kpGv0UOFrgwfHwdPHCNLvrg+QZMgqi5I3TkyWM2ugqE9Hbhv6Aj+5x8rMap3OwgKUE0+jt7SA3eMEwWvaxo1MKa/mR5+/zqlvv8tZa99hJmlSZ8g8KwVchssRfl+6jvZzQkQnyUQSvfQ7xaQ3yy1IgMFgLaoawnPGGRTfcbvYiaqiDVjZAeRP9FO8sADLPl4q3zf8fj+JhB+7XRyTrCzBFRo7rg5ZFqDPRIKD9J1Q+3nGawtzxDkQCBjlDFlOl4sAciroluFVtZucmBiUJymN4rm516FLCqMR2aXJkz/H4Uh/11yTzrm9dor6BMhtDrjRYzomk4mKijGQdQbe8CQ6Okaybds2li/fjqoqyLJKJCIAraaq1K9fS1vtbsJtLSh+L0VaB0WaSMvHYjGcZom5rEeTQNv+NpZAAJCIx0Vmsa9lEdlBQe7r9ljwZpuQdJi4y8e8NX3YIiqaIrFlopu8YhWTKb0iiu/4mmOOOQaXy4UkaYBEIiEAVySS7qZL8ltk2YY8wDDRZBpM9Abw+Xzomo5Ns+FSXGRbc3AWjkOyWUDTiTc3o8XS15kUkIgY2TmbzYbD4RhEIo/H24kmOtAHVqaMS083RKglg1eY3EaNyqlKGgpEVRshkw1NN0CUouA1x9lbINGfLY6LHosRD8loAR+K8ZikWJAMif9JrjSgH2/cfq/LC0Cl3crvZv6ciqLj6Cn9K02GuWZtbS0+nw+73c4VV1xBVVUVuq7zySef8OWXX+KwC0HEYKCaSCSS4qNNnTqVwsJCpk6dSnFx8TdyJ2JGZtU6ZQo7TzyBXZMmYZ0zB0wmPOeeQ/7VV7PlskupO2Uc9vw40Q4LqDqmPBslN87Gc/wIJMMyxFwsQFlsj4/wNjH+2Manx1Q9rtHx9410/H0DJYYZY1ubaCRItlaHN25KbT+w883u9CHFIgTaW1ATg8dbgNbqzMmzOuqn22UntGoVey64kKaLLkbt7SXwxReEt20fch8DI5kZgkxROBDZlmQ4HI4MwnAgEEh1I40bN44LLriAyy67LNU99J9Ee8e76Hqc7OxpGR5D/1ehaSqfPvo36tev4cUbf4HFJBaByS6n/UXP3j0Z90+5/mY8RUML6/234wdZKtq014uq6ZS4bZR59tEhXfc0LPrV4Be993PR7VM8CdkAMe9aTmJWYj0eq44j3E5hdI/Q/XAaK46kZHZuZea+3GVw9Ur48Lew9gmhDhvuhVlD+IKsexpCPeJv0S9Rm1ajABFbAc6iblRFpjAQ4zdvZr5MlWU2HjYd2acyfVU1G2fNZe/w4Xy9fBllw6cCULa3mRENjVhmtlI+003TZ04CbVbDSFmCcScSbjBjN4S1ji3aTmTsR0SAujo/pSVipeh2zyB7xm+wfPUmsVgnfv8OPJ6ZeM48k44770I3VoWm4mIS7e14FkzFZPtw/yJ93yM6OztxOr2AcEudOeP3fL1qGZFIC0ccsZGabfM4rvNlsnd0QGNmaS6/oAi6BbExJefuHibMKgE8w1nVtgqrasWmiomz6KKnoXMzTLsQqeIQjqn+gqamzBRuTczJaEuQ0rH9mJ0CPHm9heQBZWVl7OzbyeJH15KdyEWvVNB1jY6OLsqGuXA6+wmHm7BZy/n3H35De52o90qAo7mWMDqqzQkjBG/q+IOr2BJ0kDA5UVSdYPOdGZ9l/C4viqbjc5mo3liKvSBKQ0WUkXsMg8GsmbTGN+L1mMkLb2LmzBJWrRLAyZ3fRVlhAW3dbZhMEXTdQiLhwGxOa1GYzR7icS8gYbOVoig24nEbiuIaksAXj8czlDEtBhCSZAVLeQXRurpBqrsJ1YKmKEiA0+lEkiQcDge+AaA4maXad+SSZSsaUXSLKBehi4OpmyASt6AY0v+qIpOIKaj2XCJRATYVSccXD6DKYCkoQgp1oicSwvAT0FqbUHJK0eMSktENmDWgpXasU5wzW/xiATDZZGZUZyGnTfgt6+pa2RMW227eLDhVU6ZMwWQyMXXqVGpra6murqa6upq581yYTMIZ2OebiK7r5Obmctpppw06vgeKWKOYUGyVlZz65z8Rj8exmkzoqops+BpZnU76rB4AIr3iHLOOyRm0L1OBHcksCw+nhI61yoNleBpMRhv60QLi+i+05bCbAcBl2lSx/61bie3Zg6Wign5fOvvicHhxdkpo8Th7t2+lcspgV/MkcCnsD9LpFiBqY2UxC7c1DHKk6H7kEcoefOCApempU6eyceNGSkpKmDt3LkuXLk1ltfYVSJs0aVKqC1OWZTRNIzc3l3PPPXfQfv+T8PnEeVFQcPQ3bPmfhaapBHp7yc7P1JVp3LSBsF9cY/FohM7qAFjAH9i1X/sLgG4DuMw46XTGH3I4RSP/uyaNB4ofZMZlfaNg2M+oyBEHPRaEUK8oIXx0Y3rD0cfAT5eKskGwE55cAIEuqBVqjqecdw0lN24gcMUqajVRB929bsBqPtlZNNANOhmSlFaSBfjg1+IzDIzWTSlBuoSeh7blQ5T+JiK6mX+FjkI26ehF4qSp6BKLxlsuVPhkusSTR51LXckoasaO4dMpJ7HXqBdGwhHqbOKzegzZZVkB+7wFYDKhRhTiJ7wI1+9AP+1Jwlu2YDcIuVJOY+qj+f3b6O4RxoS5OfMAyM7ObMOVFAXTgFVJ+aP/Yvizz1D0c6FcSs+B3PcOHOFwmMbGRl599VV6e3sN4CJ+V1fWOGTZyvhx96AoLuKJXcw/KoHN0ytkaEI9Qlzt1H9C1UJyj70RWZaJx+PpSdBQRQb4oL+aZ7c9izsqSh55eXlYKmbCrMvAZIFxJ2A95X7OOfeIjM84bdTP0HUJqzuObNKJ+z0M2yu4Bg6PlTu/voNcvwV5gBgVQCScZXzHJrYvW5wCLQPD4nAhR0KML8hh4vCdtPT+nYDLRMSmpNqwk6EkNPL64iQkicVUMPfY+9HDZTQMt7N1fBafJEZgyUsT/vq8q6mqCjG8YhNjx35Fdpmfno4txOO9mExiklVVWZSLAEVxYrMNw2otFvosJieSpOB0jsZmK0HXNSKRNuLxdFklCVo0I9Whx9Pqt7LVilw42I03ZhXgxuFwpPgC++MN6MlDoIMkmbDbh2M256BbBbBJJkx1M5gSKpLx3gksyJKEzWyj37BskIkTTohrwKmpSPtMfHoiQaLHyDyZbCCbiDWmxfqSwOXg7gSPrQlx2UovPc/vYM7KbioDKrPW9hDe2ZPy4xk/fjwA5f1uzo7OZXa8CkWXqa2NgSajLXcRfa4ep279XvomyYyLZUQliqIIF22TKQVaQHg3+RFAIBIWmR7bEMBFUmRyzx2HY1ohWQuGk3/xxFQ2Rtd0IrvTY1qeKs7rJHCxVFbimD0bPR6n5de/we9rzyAfZ9n7GLZHfNbatelW3IHRViOAS3mPj9kjxXGLKzJ+W9rjTTK+V+CLL2i7+eYDHpuKigouO/c0zg8+ifzpLRlgxeHI1E6ZNWsWCxcu5Oqrr2bBAkFa3teNOxURXwbd4LtEICAyG1mu8d/r9d82lj3/FE9c+xN2fLkk4/H1H76bcb9lSzsgk0h4icYy6RLJ2LliGbtXiiaVioOmfifQ0tDwMOs3nEc87vvmjfcTP0jgsm6PmOBmVuQI/sgTRwkNlhfPADUKFYfAbV5R0imdBmc/J16YiAi9lnAfWLKQyucgWRwU5ubQnStWA2uWfUg8qd7ZZwxeOfsZXIbPFeZvyaj5NH27qxqeOka43rom0x59gs7Yfei6zJfaZDYnBBApL0sbeSUmRGguyKXl0ovZ6xnCoEvL5NJk9/twFIoJRJ56BvaJIg0Z7tAhu5RITR16OExpIICEhDlroFaMTk/PUgCsvZUAZBn6IV1dn6W4Ab5gelJudBXhPPhg5GJDh8C7h4a6Wh5++GHWr1/PO++8860szZcvX869997Ls88+y86dO1m8eDF79uxJAxfjAs/NncfYMYJw2NT6PJsmu2kvtIoW5yu+gGkXwAVvonhKU+2jKZG6MQK0vjx8Er/vXsHuvt3kxMU2Sf7BvhGPi4knFrOzY8d82rYXsGXj6SQSoibRus6OTRb7WNPwOXWdIuMk7ZMGD0fEAB8K72HVW4IkOO6Qw7ng7oeonDKdguGVzL9AEBfb1n5MbuU6THmZZcIRe3WybUeKz9sZRQKa/W6at1UxauZsTrjibyBJdBZY2dVUQvuONGm6r28t7XuXUFGxlcKiBrKHB+nrExOHJIHJJM7ZhCq+l9UqJM+t1gJMpixCoRARQ4pfHI8eYrFuwuF0zTuZVo8oERKGgWEkktaGCNqz2OsqZI+7hA5HLrokETd8aBwDTT3ZP3hBF9mVZAbIbh+GrWQ0ms2c4sTotkxdmkg8G5tZwaJYSBj905okjBVNSFj6mzFZoshWM5asBNYiO0q2G7QEekyUKSXFQrS2DtUXw7+ihTGGCNw/1oeZ0adS0iqOdc6mHp5ZHeLk6jA9z+2gxJuFLMspMmhwSRNu3cFktYLx5uHY+kZTufJPZNXOIldzMT5R9q2k4jf0B3myuSv9eySBy4AuF+8H9XQ+sgktIn4Lm82GHxeqnoeqFYOkYx05NFfJPjGP3HPG4j66QmRfVJ3ORzbRcutKAivSpUSPVxyH7u5uvF4vkiRRet+9yFlZBHbu5N8v/YGBCpduT4gSryg/1ixbPEhDKBzw09sqxrScUIQphy9IZWV6XQIslj5wP2PWrqH0XiEgGVgxmAe4b5T71+PyVcOqR5hdJs6TnJycQZkFRVE49NBDKSoqYt68eVx22WWccMIJg3dYuxjurRBaUN8xVDVEKNQIgCvr+/NkvimC3j42fPQeAB/94wHWf/AO8WiEPVs20bR1E7Ji4shLhHFs/foNhHvFyqBu+7+H3N/Xb/wbXdeYePgCKid/+7ZvgPqGh/B6V9PU9Pj3/j4/OOCiaTobDMfjmZW5sOE56NoFibD4D3DUHzJblMefBAdfK25/9Vfxf/jBoKRXttMOFV0EcxJrWd9oTL6pUtF+gIunHC54C6oEo55dH4hSU2+9IASrUSicQPu4vwEWEnoFIW0+PcMWsEYbzx6tkKzyMPb8KDlTLHww9Ww6629g89aDyZMGM/E7S0IETIHU/ZEVzRTP9ArycNXCDLKcrut0P/IIAHlTplCW7cbhFCvmzo7M7xN/z0y0yUdJ8anIshWvdzUPP3YlF9z3Kr5AejJ6bIVR88wqBcWKriV47oUX6enp4f3332fTpk288MIL7C+2b9/OfffcxxdffDHo8d27d2Mz+C0Oe/rz5ecvzNi2vaIIrvpKOIMPiGT9eqClulo8mYesIlMx0T2R2QmRIdufAVrQEAcLhcbS013Bpk2b8AWc7Fo5jbZ1+XS1DUc3W0FN0NdZh9Vov5UAJehDSsTZ7l7HFosY7Pt7duHr6sBktXLMVT+naGQVZ958ByfdfD7uSqEP5Cwc/DvbIjrDm3rR/v01DvsocvvFhN8ey+XHd/4FxWQmK3skB036Jznyz1GjCjVfb8Bi+JqoWoT3GvJY2y7OB0tWnJDRTm6xFGC1ivKqptoxm3MwmdJy65FImEi0iUBgb6rLIpHwp54PhwPoup4CLqqsopk047iF0pNrQiNisuBy2Uk4XfQ5skGSMMnyICO9JM8lmQ1KhQRbquu55eY/CS+ZadNpbGohZCnl97c/jNs9mQuu+TUbd4hOtPrmVu66627efOlZ/nDzHwj0is8dV8Rncmia+K0IYc2KoZh1ZIsFy/ByTPn56HHjXJdNxPbsofeVXfS/X4/28m7+vGnozpisAWbOU9QKSktKMZvNJHrCaIH0Cv2wcXOYFZyJdYCGz0G2kYwZk0l01FUVPZFACwaJ1tejahonbKjh9zUtvN/VT7y1lbDhOZT0VtNiKoEvW4g1+QltFLwpm81GFAshfSoAZmqRA5mchf1FeGsXsSY/JDIzDObmOJWVlei6njI7NRcXk3vRRXQVFuDIFsC2o11kqCVTP3lOGXSdUCxKoKszY3/tNUIPxhlLYFE1rFVVDBsvOCW9TnGOug45BNliwWVkRLT+/kElyEFh6GxpErjCD3L0Mc2cfvpBcADxxWQLus1mg85d8I/ZsN5Y8H79D9A12PKauN+6ER6cCJtf2e/+khEIVAM6Fkt+ynfofxGbP8ssny99/knee/BuVhrKyVOOOZ4xc+alnu9vNLJnPf9g3adPZrw27PfRZwDKwy+6fL/GnEPFwCxLT+9XB9jywPGDAC6hWHp0qO70448kcFgUxhU500AEwJIFJ/8dKoYwoTIcllNRMS/jrnWE0CIZI7dQ8s7ZEOpF7zMu9KFKRckYdSQceYu4vfM9+OtE+Ps0qDZOpJP/TnNtWpXWnziX40/9CZPKiqiWHqfF9QRFt/2T4lc30z3uPGQ0qjv85BkW6m41/dpjDj6RoCktnlRUMhJLrg0OvoqED2yTRCdEeOMmvK+/TmDJEjCbKfj5zxmdLfgD0aiD5uZM5G+KZdPz3A5MgXwqhgtUXlqwnarQTv41+0wAHp5yBjWdxgQmy5A7go0MJprtaxIHIuW8fc0WXn/9dUIRMeh4TC5OP/10CgvTIlfZ2SJzYbOny1Nmc3YGeAm6s9ALB6dck8Bl6dKlPP/887z33nvce++9uPwuLLKFU0ILUGgE2K+KZ0rVNJGZ7Qr0eBg19neoeWIlbfb2kNtvxh5NE2Cte6tx1m3D1NdHk8Ee9ftFKW34pCmYLQJoxeN9bNx4AbV7bmDijzsZeVxmFs0dv5m81hMxqTpz8pqZ0DYNZ5c4B3LmnJFyYgUoLDyOCTMvQ5JlepqbsJpFmntz1yReqz6dx7ZcTL9/asb+TSYnViP1rmlW7PZ0alzXdUKhXkxKHIslgqp2Eo8HM7Rd/IEeEolESvMiISUwW81IkkQ8Hido6D4ks5YWk0y2w0LE+P5Wu53+cDz1fCKRwGaz4c7OwSxnqjfrusT0KQu49ZY7uPDHl6AlNHKcxei6zinHn8tDD93K8y88wJTZ4nw4+YrLue7q67n08is495xzudcwVfWaxCLGow5AGZpxWzFUfQsKqS8yfnfZRLzLTLReALdorZdjOoYwVjWiySERlVQ8upNxTvH7RGoyr4P42j3kagIgNsy7GU2OogR1Ik0iVa+rKl2PPELNoYexe/YcGn50DvUnnMjOU08j3ysWUv1PPEHtUQtA03DMmZPKuMT2poFlrEWAf+EbI9FhFRkEq7wD2vdvsjgw/MvEOemYXkjBTw+i+IZZSDYFPapyxEFi3Ny8eXNKyTr3ogvpGF5OTo4A7NYNptQ1VPTSnTgMgnbHpg0Z79NqABdPIAxmM5aKCsrGibHJ67ThKIyifCwWnIrLhWyUeuIdQ5c3UtEuSt3thVb25seIRJbQ2nQ7/GUUfP7H1GaqGk5ngbqqRTPHVw/BaxcKf7P3fw7evVBnlF76GgQd4blTwdcMb1/5zccyIEC1639cJqpeJUDCtONOpsrwDmrctJ7W3TuQZJlZJ5+JKzddNmtfV0Cg1YGkwO6NzxMY0NnVZvwuOaXDsLu+W+t2JJIWJAyFvr032r7xgwAuW/Z6AdjZ5uPej0RWZdpwD6aWNUIgzuqGm1vhhgaYcfHQO6mYJzITyag8NPP53JE0DheTdIV/A9pfJ4EW43X9eD5etYMDRslUcBgnhVFLR7HiG3c2HepohrWnsxYJfRhsjfPU1BGMj5qQfcX0LHbh/6qFOWV2zrFu4hzrJqySiqIoTF+YnrTnj5qPz5JGtL74DbQm3qSr4XTa719H/xdicI3u2kX7raLEknfZ1fR/FMBhFYOGJz6NeX1HsLdJgI6e7nE05nvRgnHa397J12vEhJKV1Q1ouAslTjnlbqpHjaajqyd1oW83T+E9jhnycIT9XvF/Vy+td3xNy+9XsPZ9US916BbGJ8o4PjiFyZMnc/LJJzN69GimTZuKySQGwujiKKo/vfoeN/YOxoz5o3gu1sGatScTjWWWVpK17FAoRH19PRs2bCAWjTG/fT6TTJNwZf2LqVM/4fjjRzFyZBqI9vQsY/uOX9O09xmCQVH6aduSOTDG84pYvHUnMbuYeMz93eT5LCngEi+ys35cL5KmUtxrozshJkpV7wJ0Rk5Lqwe3d7yfum3OTmeHCI9mzxelNG1o4oN1Ye6LC8E/95ZHceFH0yXc89KeNsmwuVyUVAkthphfDOx7/QKY6cis77sQNakUq5uQZUvK/0ZVVVRVNawAVILBWszm9IRrNkcJh+sZmP6XpXhqwtJkca7YLfZU1iQJXKLGat2iyDgtJkwGFyauS+zpCdLQHSQSidDZ2Ym3r59gTxw1lmm0F/MXE/ZLxMIqf7jxdvY0NfL0s2J1+PaitznvItF5pnpg8WrhJeNxe7CZZaZMnsyLr7wKEqiKjl3XcA214raK9wxrmtCFMULxHFjxWQv1QFycL/ePs7HWJa7LyqgA0OGt4vyMtxidipIYe0zDbGRVjCbuE2NKwyN34ffuoPkXv6D77w+j9vWhh0LE6gToVWpquOmZf2KJxTjo1ZdS75992vn0vLSTrse3pN4LBMjSdT1leJeIieylRd4OXWnF231DVaMkEn4S3ijxtiDI4DlpJNaRHkw5NmxjRaeRp9OcAv67d4v9KW43/VPKsdlC6CpMXOOluEyMr77IdjxmAQ47dqS7grRolIZForThCUXIPv44JLOZvByDl2M2UXKoF3Ytgj+64d1rMRmZ0sSBgIumQod4n57idHdUMNZMNN6L9tVf6e78jN27/8iy5dOpqf2z2OCrBwWZ//PbMpsOVv6dDIO3+iUQHVrvZajweoVWVNLG438R/Z0d9DQ3Ickyc88+j1N/83tO+XWaC1Q5eRpZeeK8nHCYKD8vuPRaykcdD0DxrBbWbljAxiVP8t6Df2bXyuUAlI7+7tYE4fA3SIN8y/hBAJf+DW+h6zpvP3UPC+ruIZsgMytyYYdBOhp3gjDxU/av7onVBee+JDgvo45Km/clQ5LI+tG/2KpVAiDHg7Tp+WyXxrFq1aoDczdkOW1ACHD4Dey9tpEzt55F/FGB/qPoWE4VJLnAVy0EV2WaOvZ/WE95uAerpGI3OAPDhw9n3rx5TJ06lbPOOouyrDIa8xsxKTqHxQWC1yMJorVe0EG2uJFd6XSkc948cM4j2N+Ar0QM7GOnXseHUjbV9fPYsvlodu+ewlbbXpGW37ODml19JBJmTKYErqx+ShUf5zs2cailkeOkzXyxagO6rrMjKgaRyXmD2xxbPvsXAMFVbWihBGg63ZKY7I6IT+SQxDicuo1EZ4jy8nLOP/98jjv+UHQ9CrpEYr2O/8u0VovVWkT5sAtxu2eI4xfYSUvzSxnvObDVMTN0xrXk4TTKZJ6ceiRJwu/fzt7mF9i1+1ba29+hpuYuIhHxntHOwSz7hCFkZrFYUNQ4loRMgVHzLysaQVueAKdFvVZy7CPQdSE7b83WGTEtrfnR1vbmoH0DjCj/DX01bho2rWd3LItH1NNYqaYzY19pkzjt382s3zM4o5XkBbRsExymQkd6Ilvc7GDXq6Oo/6icWEAiHo0iyzKKogiV07Z2mjo7aeneSyAeJqTq4k8zEYhLqfu+qJmQqhPR4/SFwoQ1nX49SljT0SUrmtlCWNMJxBME4gl88QRhTSMBhOMxYppKWNNpD6vIOjgiOn19XgAiUQH2TbYBmiqqA12zkIipJGIqbreHf/ztEe665zb+8ehDnHfeT+gMFSLJZpChV/ejSzIyYDMrJAzy8MYdomxQmlCRgHCm3zmYREkiYGSA4ubBv30yLCWbUrdV7x6CXz3Jn44wsbLAxNoyY7+7A/iW7CVa14+uJYjtfC9jH45xhZSNvAeMVmhnSwXtv7+NwOeLkaxWbBMzs5gRq43p1Tu49P3XsMYMvtmtdxLemU14azfR+n6Cq9LcNdUbRe2NYLfbsesWXFELoGOVt0Hn0O2vXV2fs2LloaxcMZ/ol4+TbXoWj/v1DG8n+wSxMIhs72GcIcWQNHf0eltQbeL7WGN5jHzpNeEZhmiPzsnyANC+fg39779Poq+P7scepyckwF5xeSUlf/wjALaWL7Ea8ge+ygELo40vYs4THJ244YY9ZKx+FOIhNIuDHnfm9LdzbBbrpnnYvO0qmlteQNdjNDe/KATu6pcNvb81Bk8jp1L8Xzyg20+xHrD8pOsqPT0CBOTlHb7/z/wfRv1GAY7Kxk5IZUhGz57HwWeei8XuYO7ZaRuaoy69ivP+9ABTjzmB0hHpxbsm+WjpfpDatSvYaZB7S8d8D+ASObDG0LeNHwRwmVX/Tzp6+vhl/EkuMC3mY+sNzCkzwQ5jUBjoynygGHWk6DK68O0hQU6ey0qtMip1f42Wnjhqa2sJh8Op1eagGJjBqTqaT7e2cY2aHiQ/KjRTMKcE2WlCj6okeiJIVoXS2+dhn5wPGnRsqE9tX1paymmnnYbZbOa0005j0qRJyJJMZV4lkyljrFqK++SRKT8RyRhk5Ky0wmbuxZcQa/TjL14NsoajeyK5w2bRUOni60Qp/f3FqKqFaCKGfUIeHXI/INPdL0oikye3M3C1oUg6L3z4Fc+saKQlIlZ0U2NrBx2KPdvXoKtaKtUeIU5AFhN7aeUwlGxDQ2R3ehIO7BRupaaoB0k34Utq2gwYGEaNSps19valSXodwQ42hzLl/VM/xehVzJ6eZtUnvXfWrf8R1dV/TGmtJCMeVtB9Q2tOgODHFBgp+rIuMekV5Q/jqOknE7eCWZU5ST2UUKc4PnMvnppqT4xGO/H7M32urJYixo+7h+Hj5mNzitV/k0P8hm9r6XPqU+kQ2n0RzvzXSi55Zk1KxwigdOJUdrrG0NAtBq1iRyc3Hi8GnfZAnFmnXknMJ455yOCtmM0mVHOIQ2q6mLOjjZnbvEzdpKX/NkaZviWRuj9zW8T4H+WQmi4OqeliwS4/J21PMHFlDaNXbE89XvXVNk6obuTUuiYmrd7BpLXVHFYrnlu4aw+KqmNBSIonQzJFkE1iYjbJhbiyhmO1p69RxSxzwSXnMX36DJZ9tZTCykrsFjMOeyUAU2aNp3HvHiTAJEusWSOE+3p9XtyxbGK6A02xEFUGpr4l4bOk6fTFjdKRy5xSxB0Y4Q3PkHveuRRcMwX75DzCO19D6/diWSMmvO0jC1Pnte+TRgDi9V+I7zWgmaX/rX/wp0Vfoxqt+rJ7OInPxTlRfPsfKf3LfenvfOxxfDhXTHjnfP6BOA9mH8rr/nI0XyYfSJc0ElYBBKJ7fNhsNspVATbMBTqK5Bsy46KqYbZt/yXxeC9x1Ue4/nayTW+gaC8Qav6CRCJAIhHANjYHFIlEd5jRBeKYNzQ0EAp1s3HjKYwbJyTycyoPwVJejtstFoY+/xZyDW2VxliImltuoW7BQra9+hIJRcGkmDjohRdTZSCpbjFuiwCy3tHngTXdmm0yhCajO3eihTMVvAHYsxI+EZmG/pETUYlijuuUN4tte3It+LNM6KpE1CfOLV2P8ez1F7Cn3SiHuorwVZ7M231HUe0zFkNWN5wgyo4EBoAmNQrB/Yvr9fs2kUh4MZncZGdP3e92/0nous62JaJLduT0WRnPHfKjC7jumVdTGVkAq8OZuu9wZlIg7HlRCqeK71M4YhRj583nu0Y4LM7r/YlWftv4QQCXXK2H3q+ewiGJga1U6uXgFT8V0vuWLBh55H/tvTqd6R95h54miW7fvp2HH36YBx54gGeffTaVEk/GerNx0thz0fKnMOvzNmZhQkPnQgKMWFiJJEtYR6dbEp0zipCtCu4TxAnUFRClgxNOOIErrrhiSLOqKk8VoyJiYrNWZJNzxmg8p4yi8MrJmMuzkN1p4CLnjAVVJ5Rr1Fm7piPJElPLPTRoeUSHi1poIBAga+FwumQx8Dl6BUFOUdZxyCE9uN1uAjbRiZMlRblv0Wa8QSGmUerfyBg1s81wq1pJtKEbPaYiO0zEFngA8LjcDPvpDFzzBa8iUi2Ai67p7F0h+CWmsBhsfV298PUjcEce7BHZohzPLObNFasBn28TiYT4De5YdQc3rxrcJqkoMUpKMr1hkqqlmja0O2qk18romXP2K1ddWlpKWZUABTkBo73X7eGPh9zOzPmCT+B7fy09O8XvHJFXousaz21/jufW3QSQcksGGDPmNkpLz8ZksXDenx5g4eXX0pkvsmldPQpB1UJEM/Prn13PGdPKkCVYuruLsx5dyTF/XcaJf/+SSz/s4POCBbxrPQmAYmcn584chsXw7iqffxyn3yTEBGOREIlYDJNJw2IeYvD/PwibLqGjZxgMysZnMZvdOFxFKCYzjmwLsvEd7IZL8azZM1n+1RKWfLUEh8UkzB9lDyNGDOP223/Jy6/9C6/XS7VRp8/OcSOjEMCFVDgBS1YePbjRkFPcte54Al0HmyLjsJiANCjQY0GCn9+K1r0ZU0EB1uHZ5P54PG0u8RtOqRbXVi0KriPLkewmtEgfsdrPiO58D3N5Oe6TxqD5mwguuYvAF4tY+OQ/0ZLAJaskpfKcddRRWAa0RzeNGMnyaZmGfOvGT+bUFgGsf/McFisAAQAASURBVDPVRt+Pq3AcmUvj3FvwFQswH2vyC+CiiYnXPtYYc3pqQc0E5X1f/Q5tgI2H120mIcPa6R5W11zDyq+PZNXq49BMUcyjRBkn/mwDVt2Mpml89vbv0XRv6vUupyAbOxyjkCQTqhoid0yakPx1VSk+Nc72IvGZZp52FkqSrK0moH4JHrO4NvtDGly/E055GACTocrb+9zz1Bx+BP3vL8r4Lmx7S/wvnUbPVGEXkGefRH6v+D0l1Yy+1cr2l6qof3cKelyA2KjUwUetY0gcdB78pprP26uob4/zfst4mkPZMPtyqFqQqcadjP79Zxi6uw25idxDv9HM8PtG7Zqv6Wyow2yzM/GIhYOeP5BNgtMxmLtZMqubI34xhhkXO1iz4SgCAXEd7Wl6kvXrzyUeH5zxHRgRA7gU5A/+LN8lfjACdIVbM1ur5BZjpT/2ODB/f68cTdN4/fXXUVWVc845h3DeRAz1dxr1EkoRYCmp0QDQ2NjIs88/yzVXXYMkSVR3+DnzlWbGSvfw/nXHE6ntJzcuMgWPEKXPobBwgsiM2MbkEN4kpKWdc8UFbfJYUfJt9PjFGw8bNmy/J9xEy1jcqgtN0jAXOZFMMq55IkNiHeEmVrUQ2R6i8Gc/Jt4eQpNjhD0CFOQWiBX8wSPzeGRpHZ81S5yEKIN06z7CUgxJlxi/93iCM7vw9q/B7WnmV7/6B795fjnUd5AlRSiQxecsMEewxWMcodop0MqpUAt4w7oCr+Sm9p3n8HAw1lEeeu0CkJVVlBGLdWMbm0P/Iog2eEl0BfF+WJ9yEm4gSAXg9FnQP75FKL2+ey38XHB07Pbh2GzDiESa8favJSfnMDbt+pqTt5XDPl3O/SMzu5cAQqF6VDVzwna5xhEICO5UpM9K5cjRHHvCqYTDYbxeL42NjSxbJlbWHo8Hl210xuvtWQJgTph/FJs/+xA1GsVbl03Joe0Q2Uu/fwf3r7ufc3OijHJBael5dHd/SjzuJSdnTmo/OSVlJFz59C7+HFmC8d6dvOSfwtE/vZYRBUU8eE4RP18wmgueWk1zX5jqjkDG5+gIFRBVzdhMUcy0UJBlpcUbptMfZUJhEc2G4WL33j1Y3BJ2M2yaOvTaJtydeU0VjhhJONxEIhEgGnMQSZjxm/1UZFfgMAvg2tfrI2r40mi6hCwNnUa3qSqaKTOrISticpEHpCfMVoX8YS50TUeSJd544w3OOeccsLq488ZfcdYpAihmOcvo84X45S8vpa66h007NzFnnlhIJI3xZLPwurFYLHix0Y6NEmuW6L4zyP+FFhOSmkDJygJ1J1CKxC60QDtFN9+U+lzd3d20lpVS2tbGuNoazOgEVI3OmbkUxWrYe+UN6e9QXIxzehFqVwHBxWKSG9WyFx1Q4yEUswP7vF8QqnuKuCUIsRDZd1+JtLGXx488jq1dPqLZbqy+fjpy8mgYM5O8tQmiMqwoMLG7yIo7dw2xmjbCbsGLie7pxXZEPiWaBwDrQRWwNRuiPtj+DnRuF2Wjo35PT9ObUGZHVnU0RaLbXQp5ZcTN24EEWlyUyJctn4xlRBFle3+NJVxIju6kXepD8WTqszhdY4zf0YTNVkY4vAdHVTbjWrvZVZpPzGxi+TixKMhxZTPn9HPSL25aCZF+PI4S8IO3o02U+CefAzWfYq5dnNpU8/lou/VWEt3dOGbOwD5pEuw2GiKOuInuvocAyBt9Obnu8yjuaeXzFz8lERFT4vwzj0J2ReiObsNTEKClrZDtpnnk7dhGw8a0x9cK69mcMfk39Dy4Hpf9MlzBx9BK5yHJKlLzaqGuXjZj31NcWJh0CB+owoJjBz3/34j2uho+ekQ0p0w77iQc2d8ty6Eo6Wst2GmDeBbOsi68kXfxGtXHXbv/wMQJD1BbezcAbe3vMLz8J/vdZ9Ag5OYXLKC27vXv9HkGxg8i4wKQr4pWurbc2TB9AAH325aJ9hNtbW3s3LmT6upq1q5di1wymT7dhVd30isNPhFGjxuNKql0dXTx+Y7PeXRZHVc/+xVW4mQp8M5nO2n/SpQfPjapnHLFNN64ah5WQ4LdPiEPS3kWrnml/w957xkeR3W+/3+mbG+SVr1YxXLvxgZjG5tqY3onEDqhQ0IKISSEBFIITgJpQAgkEHoxvYNpNm64d1tWs6zeVtreZub34qx2tZYNJN/k/yL/57p8WTt7duqZc+7zlPvGVGDHMAw2vfsmg54QMSmBhERBwUgOlyEbGxYDcbu1F8mU/Xht4/OQVCumygswLFV0Bl7BX7IGQ0liVgopPk24neeO9pLvNNMbTqKnyoo3p/RGPIYDZ9JJrfOnAASDe4hG27n2xMnY7ANMn7ycJZUfIUka5SUCjMlGARO0cuxYqNEEiNo6KCaDJ4IvsH6LAJlFRV+w8vOj6Gz9DYrcAxp0/n4T0d0DxG3i+SqJdhJSApOukjRS9yGc7Y7NzRGT/YBvI00rt/HXpp9yvfuHjO5O4EPijfFHkAy2cUKVeH5NTdNJxIXwWyLRnyaEGrKSkvPSf+tJieKaWqxWK7m5uVRXV3PccccxceJEbDYbkyZNGkHGZE95xkrGjKOgqia1H5nusHjmHf0bAIOxVhEa+cPu95k87RnmHPU+JlNO1r5a+oUXqcRj4/SbbuXoq39I9cIMuVxVvoPFk7PzeUyKxIKxbnRDocUvvFl+/1YKUurMz65r4b5395AcVkIuERPcLYYHyWfDnFDJtRdjV0yY4yp2VcYmS+l/aiKO0+zArki4rREkS5hiOQePbMGhKDgUBZOmpNs7FLDJEkU5HhyqkrUvwxTDkDR0A0hxrciK8AQoSjZg0hMaye4wPfvaadhbz4yp07nyhu8A8MufiWo+SZJx2gppamqlurqMMZPH0NpygCmTJpHvzSeiREiYE+iGTsyIpRcFiUSC/kQSzTAwyRI5qXdUMpko+t7pFNwwjZJ7vkX5g38h95sZjZn6+noOVFSgyzK5AwOc4BfAfGsggu/ZbF4MtUA8K/fiRVQ89WTWd/Um8azV/HGYJp7F2nWLWb/+bD5nM2/UzuDF3iC6ohC948cMnnkG1/74XsZHxMS7262QkCXao3G6u0QYKZojvIvJzig+fwgrKRI3rwXm3Cj+fuVbohKz7j2Mv86nN0+0Gd0kziXk8tNZdegckrjRRevM36NLCUrGVODxdGGzZYfO1a7M6sFurwLA39JJTc8g5X2ZwgJ7LMHZt/4INeVtaW9/Cd+uRzAAy4w8HEVhBjpTs6dqgQufRjny/KxjGZEI3ffdx4Hrb0Bv2SgqfUx2oiVjUon2Mqt/8jgfvrqNnjZPGrS41ChTbPtwdYn9l5UKL8LODVvT+SIVE0Uybdu+evpWNRDv9dNks7Gr7AQ2uGz0JFJj78CBrHPStDD7Wx6lrf05ItEWZNlKfv5/LiIw3Da98zqJaISKiVOYc86FX/2DQ1hBgcgj6tqYj1v6FhMn/C5LCX5wcCObN1+W/jzEAnwoi0TaiEYPIEkKeblzsVgOzZf1dex/Ari06pmBWs0fDac9AHNvgYlnCXbc/4MNZcaDED3zb3mPH+u3ckrsXspc4gGGhq0C/aP89FrFRProJ4/yhw/XcFR4AxdZtzBZ7WLX3nW0HRAeDq3MwdzR+dQWZqolZKtK4U3TyTlD5NJ0Nezjkyce4cOdQobAK7tH8FwMt8J24d5cb9tBNJkd7rDUeHAuFBNX254Xac19kK5JjwOQX3gsil3sV1VkTp8mAEZfXLzM69enPFi6yMQ39tswmfIwjASrVh+DKf4ckyatxutt46gxKxg3fhWlUxaQvHED+xQTCTS8l01knC68SI1yghgJVic3M9g7iNs9SCL5KgB1vmcwmT9Nn3dS6aCzRCSxTQlKtJkFiOmRUqW/UT9EBtLt3Z7pAOxveYienp9iLuxGlhTGFy7h5WNOp72ogsaCKixxscItLlrCccedjMUizm3DxswAWFl5PaUlF+G0i4HKt89D4SFYIk+bdDzXzbwAp8OJt6wC1ZwBAXZ3DiDcsmfd9lNyS0oxLAr7U8y0vYNbqbXo5KkGUR2+GPSx1deE1Voy4jgt/cJjMSrPzsRjjmPK8SP794zqjCfjxhPz+PUFhezgbiQpSWdEhBr8gW0UuiyUOdv5eOc2PtjVSSgJZlcSszuBYhYgyiRZMQyIB0ygOdEjOcSDJmyeHIIODT3ls42HQgSTOgagSFBo0rEYcQYHexgcjOH3RTFiIOlqVhGG2WROV6JphpT+TlEU/NiQdBOgI6VKoYdrJAHowQRGUue+B37Ldy+/iURnCLcGv/vrEzzw+9/R2NiY+p3KwoUXMhjwEUvGeOaZF7nzhz/AaXcRVaKEtBB9kT6aB5vT1VCJRIKBpDhuvknN8nJKqoyl0o3idOI64QSkYWq4zc3NxC0WklNFn7nuL79jfHM9X/QNEl6fnfOlBTNesbrK0Vnf/fO4BvaP/QFJ1Y/NNZcXen7KllgB4zd/i9N25XNlY5z79utUNZVhuf5C/E4X03zifMMpkNI42MygfzOSZKawZjEJax8YEo8tbxbtpDhxIwELbiNZMJaEmrlGv0slalOQNYPSzii2qBVknZitj8NZwtFF8thlFMfXUpgSQPV3jkMJFmEZrCL4dB+JXuHRtKXyj8KRduzH3snUm7+f3s+silpypwj6hkH/Vnbv+RGbbGtpL7YQqKyj5tQW+ttbs0jrHBfdgWrX8FSFyb82s3jV+voYvDtF0z/6eHr9wgskD+bRFEqwbfc2Nr4lxh6L1cKZ5btQNz6K+0AqbFztRFJ0uhr20ZxSqp507IkUVo/GMHR2rf+UgdIVdE98mo7RWwkUbaWhJAXuBrK5cRoaH6C+/jfs3SsWfvn5x2d5Nv6T5u8Vnvtpi07BZPn3og4TJyyluvBPjJtxJfMvuIySkrOZOeNpRtd8n+Kis4DshFufb13WM9H1OA2ND7Bt+0309gmPmNs1FVV1UVF+xb93YfyPAJcP9IwrzjtqouC4X/RLuOCfI4jI/lUbDlwAktEwRUqIGeZuyhziAW2PFzJ56jSOnns0b3a+SZdNlOPlhfIoyVmJWcrmeFht2kuUOOXTCvkq8/d2oysqfW4BKqbFRmEcRPw0ZIZuQL1YGa1xbqVxsHFEm6Hsf7+azZlQXHJO1udrjqlhWrmH4JByHdCpu5C8qdLa+kFstky+TGPj/diGDWgFBftx2Xbx9sqdfKRu5wvTPqzjcqmcNZZc3Ykm6exSD+CM5AA6kyZnn4+/4hUeKVzGR+51/G3yb7GpOgNJiQlFpzKgioqrTrlq6Mqh8dP0bz3uaem/w3m7aZ21lL0V7/JwrYVkqqTVPCqJYcQxqYWceurVWCyWtLTBkLmdc1BDJ/LhXx9kzYMxdj9fg1kZNcLlmuyP0v/UboIftRLd50NWlKwVjmeY8Jg7v4DLfvsg3ltPpzXVLXoGtjDfKTxQG8IqcUPijpV38PPVP+eTlmx67v19GeByOMtxBzAXvIel6E1e7LyFX2y5ioTSha3qz8xNicL5/duYmLeFnx99H7fPFiWdZjmOYtJRLUP9VSERzYRsfB1tRFMTbVRKEFM1QmbxfSwSpic6QHdCAiRkScdiCWG29BMPDhL1x0FOYMjJTO6KAcm4nh7o3BYPStKBmrRTUFCIoqgYhoKsiPORZFNWLoBhGHz4wYdcdP1l/P3ZJ3jl7dcAyEdi97YtgBDSW7p0KZKkcvfd3+WzFat4+vGnOX3JySyYN49Bw4yu5pE0oCciBvpYKvwbSyYJpaqJPKYMMPkqG1IRdt5yC2pRETkH9vOXpXfhfP4Z9HAY2ePBe823QJbxXnFF+nfvBqJsTeVH1V95DZeb/kq0qpce7yMAzGwr58Xgz/CmUmyub4hzwp4Qye4w3r0djPFrHNctPFO+HDGZ1PWJqsWKissoL7s4nc92+gFxz/utUUEMKMtsnCCzenYu8VTlVEeRGDsLe2MohkpO5wnpcy00MnxBQ+awC0DfZHqfaMkrFBamwgIHTmD06nupXPczJEMm8HELoY1dmAaFx9RX9R4D07dRUTuH2tlzmLboVGb96S/p/YYCmfLjPWPFwkwxGYQGO9i/dRN//841vPfwH1AKShhzbSElRw2Qe1QZlmHkfX1bJXQNGLckzQgeOTBSHHTRDd+lqFoAyDxfAotmJqn7KZkuxFB7WpoBKB03Ic2Hsrn+ffaq2fk0YXeAsFWGto3pbbqeoLPztfRnj2cWY2rv4L9lQ6rajtxDCA1/TVNVFzWTT2XBxVegpmgScnJmUVV1I0VFp6XbmXUzkqQSj3fzxfrT0+Ksu3bfTnPzX+jpeY+6OlFxlZsnONHKyy/m37X/CeDyoZbhVJC9X0IG9xUW3t5DaGOGA6Crq4uuri4kSeKHP/whN954I+pkK3F0CuQQ4V7xcAK6mY/Co3COq+BA4AC+FDV9QbSAUnlYnoFhwq3bSEgaz1g+x2sdGHEOkUgkXVoL4OvpJenKAVkmV3dQpRWw5vFn2PfFSGrraJ0PPZQkrMbYZW+gfqCehJ7g79v/zpbuLQAoLtH5Emo2S2WOJ5uXojTHxus3z2dUXobbJn/8kZx5pqikircEsO0dSTDX3DSdAwfE9sGt77N5uzjubqWNX63/NYH5JsZpwpOw3bSfsnAZxcX1qGorER1aEcCoM1flNe/H/K7sn5R7xH1qMSpRZl4Bsgi1tStVmQO/cQt921ey+qVniegjPRWxyZ/wUamYhJyGn2MLBCDo3B5n98pP6GpqwBM9jQJrBvS07Wzh5V/9lF0rP0GLK8QGLYfU5PB/0Jw5TqpS6qizL+Dy3/6FC+769QjFVNVkorZwHO0pd7I92cIUm5icVwXFxOyP+3l538vc+umt9EYyobC0x8V7eODSE+nBkv8p5rxVxLSYSHQFFGsX+1MKz37/FqbY70WWDPJt/RTZu7GqGQ+drklIWi6J6KGTlIOGOI9kinU2mYijGzrIFgwjU5kjASZ7P5KkgXQw4JaJRlKSFLJCLJREQsJiNSPLEmZVJoqEOVVNlNRMRKPJNNDRQwlOmHcszz3yFF07Wzjn1LPSe776ssvo6upiy5Yt3HbbbUiSypVXnsdZZ53IeZefx8K5YvAc0A102YOueDKsvoqJfrsLX8oDZJElLF+THTSRSKRJFgunTqXq2WdQqqtRDINzX3waAPusWRR897uM27I5zW4LsGogyG8uv4HWn9zFibdkgO+OGgEkjutKcnrboSva5E/dPLcmTE4CYkU2HBMEsOjDi81WSdW2PTgfPY94kXh3yiPiWvusMfr7+xkY+IIgvSRNMv05ZsLaUXQXCODiaT+CrugfcDQuQdIsgEzNtKUcsTPB1J2Z8M6UguuxqsL7nbSCLOvEYzaKfdORFIX8S8S1hjd143upjsSnmZV579hltHT9hTN/cCcnXn1Dlncr2nVoHaP8ST7eevhHDHR2sPPT5YQGfFA2S8hWhOqoeeN1xt1ShGrTSIRUfPscaKOPpb9fjJ299SM917ml5XD8neKeFk+hvEoI4+ZPzIzjdk8OOUUlTDvpFMYdMQ+LbMeaJ94H+xffwN4rFgedhRaM9i2CLR3o719JItGPyeTlmPnrOGLm81hTunL/aTMMI00a58z1fkXrf89yhy30vN1+vEnx7IPB3WzeciWJxAA9Pe8N+4V4//Ny5/2fj/0/AVwWLjyJdtMoDMUMJdO++geHsER3mP5n9ogXqjNEZE8/az8QbIPjx4/HbrejulVeCD3D3txs+fSwIfPujk5uXiZiyYUFxeR4C1AMhTF+kah5xBFHcEHJCcxNionZkAw+/SCbhtnv93P//ffz29/+ljfeeIN169bxweatxEqqAMiPW5CQaF2zjTd+/2sCfZkJTY9rDLwu3MPNlT1okk69r56PWj7iD5v+wKXvXsrr9a+juMwY6ERdYkVmi41m+rQnDpvsu3iOcNdarDZ+efExVNXkouQJt6N710IK9mYrpfb7SgmkygRD9ras73as2cGFb1/ErKtPQEYibuiYdTOuPDGYfhIw8UJnMwABl4pFMphpTzIulfthy1sApTOYahZxc5NWxs4rXoXyIyHmZ8UTD9H/QT3XvV9PKCUgt5Xp9JKPRetmCW9yfJ/GdcZDVMgi9jy438m7D97P0z/6Ds/ftxTbZ5nEu2DPQRTzQF5pRdZnQzeI7M5w+AQ/a6Xrz5vRgnHyR1VRMWnqIe9rTU4NHSngYpJEeOVAXEpvGzLd0NnVlyE4PND/1R6X7nA2KD1j9Bn87GhBOPhJ5w7c7pHvyAUTN6LKGgaCoC4w4CQaiKHrOpIk4cjJRU6FQ2RVIZHUkA0ZpzUFUgxwR/Nwa3lEImYSCTPRmDhHWUlgyWnFbBs46KgGsYQIGxip67bYTbi8on+ZFQnNHEFNqVTHIiYifQMku8IkB2JoA2K7ZFEY7tOMk0QxxAIgEAgQDAaJBDJVfuqwUJWeAiSGZEOXHSTN1cTMXjRZIZjy7lgNPc0E/FXW19eXJnhzOp2Yysoo/XH2qtpx1JFIsoxszngzDcOgLhSlM7+QinPOwh/YnP6u3LOf7ooGrDpc3CKAS//Y94g5st8vAF9RkqprpjKjRpBl+uQSZk5+FNO215D87RQUWNCHxeo6HRrd3d10DPME+IrK8UlnkUjlyJl8C0gaVZjMOUwf/U+OmPkcjvxZ5Fz0EQVH38e07X6m7vDj6O9jjuNacgcy702OVEbFVTMpuHoytsn5mCszXg5zKHuB0cFzhA8hOxDybTnkvS45socxZ+5HsYqFXsOGdVCeWoDtXw173kHu2Yx3SgDdYbB3gZMt9beh6xHMpkJ6usSYZx3GvJ5TXAJjF8NNX8DVyykqF2Fj2d7GlKv2UDi9l+rps5AkCavFyVHe0zij8npsKb6qxpZWPO1iQm8rcWJIhiClA3wDXwBQWLAIszn/Syt6/q8WC4VIpnh9HLkjxTP/E6YoFqrKr8EW0ajeH2bK1i6mTn4Yk8lLOFxPY9Of0PXsMdRiLiInZ2Sy8r9q/xPA5frjain99nKk61YKfaB/wwKfZJKoBt9touuJbeyoFxPG7NmiAqE9KDwsDe4GokpmJZpX9SgnF35ANWIg2XPASf8wqnSASZMnketXKNe9nDJXyJdHo9G0ii5AY2MjiUSCWCzGpk2bePfdd9H0zCBjj4kXzGPOx2PKp+/32/G9IvJlonv60XwxFI8Z/9FiwK0bqGN7z/b07x/c8iCoEklvL4YaQ9LMjI//Ga/3mMPel6OPPIIzzjiDb99yc3qbuVSAAlmzkLf/ZKRkJn46dszxRFLqx3F79gQ6fnA8R3YcyfL4p9grMp4ca8pDdSAmMxh2kdQlVMXgO4VRLkv5xX1JiRNrvwmSRPHxImt9VKyYj/p2wPxbAWhqDeGoPIE1BWaW8hOWs4gHuZXnuQSA83mOa4yfMh0BTvy9lZg6sgcPf2cGEEiHqHqpnp790iX7Ihix7FBgoi1I4NMvZ4gscZQQMyT2RTOvYNg6haULljKnZA7Vnmrmp9hF9/TvSbcZChVVfoXHZbh9Z+Z3WFC+AAmJ7b3bsXuXpL/b0StCE0UWMVFGEjY0QyYmm9ESYjCOmXT61CAFlVW4vF4km5PcSDF5kRIKrIXosrhP5oQMQR1dN4hGXcSibjQtE9pRTVHAwGKxiEFbMjAkXZAj6mZkRcLttaZLnE2qjCOVoJpIWNB1lQhxISkQFP1CN8nUR+MMJlKsykaCsJStxh0OBAn09ogSZ2Ao6CNAS+r5S2Z0ZWToAEAOBRgYEIyzsVhshBjgcBsS8SwoKEhPTPYjsvtM4qRFvN7tI6LpaKl9dcQSBDUdVYIam4WBwUyIQdYD+Cb8gnCq+k8yyziOzqd57p10LPxrul3M3kHl1V4Up5mylHqy37DxaEMfN43/CXFJJZrIY3NuJux1wKHQ01NPd/fb6W39nlzCNsFBZIkbGLbpAOR9cwJ5NbPT5HHkj4FZV5E/6WYK+uPQsQ2lt5Gi7sz9r/QHsZbpWGpyAHDMzngfTdF8inZdRmndjcJLIRnUvfv7Efc3HB8J0IZMtWqUzhHjzL71a6B6oShLbtsAz19E1Cyz4zI3nb9NEBmvMZACD/RPBCSs8QSeSGYsH5LeoGAcmKzYbKOw20XoSDEZlB7VQ9HcbfT2fYr/g2Zi+wZI5HYiyTrJmExnXy+ekuNQE7nELQZdBRZoENWL4ZCo6nI6/3Xitn/Vgj7h5bE6XZlr+k9a1A/dexhtns/c9T5sMR052ENBIp/CQlEl1doqtJxyczMSO7l5c5Gkrx92PZz9TwAXAFxFUPjvdYhY0yDhLZlJNrrXR6c8QELScNqdVFVVARngoskanxd9TkyOEVSDdFu6WeX9mH35IvkoFizi2XqJiJEZtIOyH61fvCBHzDsyrQfj92dcrQcOZGegH2wepxhMcs2FzC86F93iI7CxCT2upfVIrBO8jC8czbk5cSID69nemwEuHaEO1nSsIe4Vk6olUI4p3znyQMNMURRmzpyJI6XYG0xquE6oRC20YSoWk6d7QFTxmMPFnHrq6cRSOiQmUxxVjaEoGdSdF8/jkwOf0Duql4gSQZJ03BZxX6Y3LeGk1iWEAsJjU2rODGARcw21uSJMY5p6FBFidOCnqa0eao4jJjnJddWydIK4r1Kwlsel6whJLtYyjxZEiaXu3YssGcQw0xScwHmjdnBG2S6mpXRUBmM2cvtcGBr01+Wkj18zczbn/vietFbKkCVS2i/mChdqoS29Pbi2HS2YvdoYeLeJ7r9uJdY0iCzJPHrS3/D4ryGeMBPTYUbNtSypXsKjix7l9TNfZ06JiKEPAZdgLEl3QEwKX8fjsrhqMU+f8jSF9kIK7YUcXSoGkI/7A3i9x2JyncUr9adl/dZmEfHw2DAumagpSSgRQjcMrM4cjIgAqpIhExvQkEmRdel+dAKp73RMyWAWcAGQJJ2cnBxycjL3VjJUJCRcXhuSnAGSTouCPRW+CsRdKIYMkkgoBZEg2yEboMdBC9Ef6ySU9JFMgSG3Lp7HEDjQUpBl6IyMlHK7ZeiYkrgueVhISzJ0VF0nGo3i8/kYHBxMC0geyobyW4YzNct2O+HRou9unX8sd/VHuW7nfqpXbGP0im2sHwxRFxbXWW2zIBvgG9g8Yt8xVzMA1nF5VI65BrMlH785E0aRRkfSCu4eVcGeAoC/8pl5uWgRH+cdxd2J0TxSm3m2zQ4rkvwmmhbGZhXvSFRpJpIr8kps3hnk3zifou/OxDo659AXXZLyKm76J2x9nryBTDgrr2EXPDwXkuKe2abmYyp2YK724FlSReW0bzH+6lspjInKOJ/7YxKdmTHRCPUQPkhcs7Dw1KzP3nGD5I4ZoKtpn1i4zr0l/V3PjAUk5JGEgZteEWCozBdkXHs/iqZTEzw0KPV4ZmZ97u//jK1br6Gj/jV0Oc7AfBEO0cO5gESPp5sCTbxX3flmAVwMg1BYABe7IzsJ+79hmTDRv5/f8qX26nUYD80h/Pmfsrcf+AK3K9ujm59/Anl5xyDLViorv1q/6evY/w5w+TfN0A18L+8DA+wzClE8YqXSIouVU03RKOSUO7kjJMrjllQt4VdLfkXx4mKWly3PIsoCyIuWkkThjdgkQrkh9nj2sLNFkCMpORYUhymt3fJRXYZ7YAi4XHjhhcyalZ1zUl1eiq1EgIxSey1q3gBN835E+7SH8L1UR3hTN8H8LURL6rEGV3CMK8lleQNs6RZJr8UOsdK57sPr6DCLUJclWI4p38bXtYdauhm7cju39PfgvfUICr89E+8Vk5h68u/xNp5J+frb2LZ+C1o8STwVJpg96XOOnvsC5RUZALWjYwfr+tZh0SxYrQFkWUfTVOIxcX0Dvkzc12KtxLBN4oxZmWQ9yaTwkW0HK8y7qNxejC5bafKcynvHncvmPBVH0uCXW6PcsjeMLdGLIck8wO30kNlvI7W0WMtwmhKMKTVRMEN4wfpidj55uYxtj49Ls8kCjDv6GEGdv/Gf8MKlEBW5LPF2AVxMZU7yL59E/remoBbaIWkIBd2UGYZBcEUr8WY/PY9sI9ETZuxqL8dsOZoJn/+OF5prqcjN6JVIksS4PBFW3N0nyrN3d4gBvcRjJceeObeDbQi4nFp9KtMKMoPIOWNEAvZrjW8zbepjzJ62lKQ8li2+c7BaylAUO3arDQnQJAVdkkGRSKRiK3v699A1kO3NiUWSSMMAOikwgKGDniQZzV5dKYqGLMvYbDYskhMlYUfRrHgK7Vhs2SDHJEWQJR0DBbfmwGGICTdMkpAqEXSbCMQ1zMPc0YaikpRkAjYnUdUkqpQkMGSZZAqyZHtcwKlmn+MYmwl3xI+qJ/FEMiGmaCrfZ7iX9GAbAi4HUxaY7v0N/zj9fO678Cq2BzI8QVHd4Cd1rexJqayPdVi56/Wt+AYFWK2t/VHm2kaHkO0q7kWVqKqTSRPvR5LNdEx6jFhlE6POuTDt5YlEWjjLtIZSI+P5e6loER86JrI1V6J7spn1eQprcj04neJYEybci8sk+kvPWKF0bHOMRs21YioapuN2sBUPC4eGe7FFdca6z2VsQxhrTBdssilNJtmsUHTrTAqvm4prYQWuY8qQTAo1l1yGojnRTRF6d69L7y7U9hG6kj3A5nsz5cPe1N+Vx3dQOn8HiXgcFt4Oc78NZz7EwDDRUWNAZqDRRctnxSSjKu5wjNqeQcYu/TOLdjQxvqGV6I4G9Hi2B3VUxVWYTHnk5c4fVgGk01f9FqFZXzAQW4UkmfGkCB6btm4kJ1d46YMOEwQ60Bs+IBIWYTCHfSRw0TWN9ro9+A9SyP537T+RmDvc7mvsYNqqHewJRSAWgL3vIGFgr38/1SKlv9a+mWWB7BCgN+8Ypk55mLlHf4rTMYb/hP3/HrhE9/aT7I2IAeH0arw3TSXvm+M5oApXW5U7oxQ8BFyKncUsrFjIVcoFHOufxTH+mXjIVJrcc+Q8Lp1TyQ9Om07Z/DJ25u1ke/tWmixtDFSL1UjCJP5/evPTJPQEkUiE7m7RaSsqKpg9ezayLKMmojh3b+DkE06g5pQjaAoLANBb8ybIGqH87fy9+6/4bRtpm/kHdoVuYn/zn9PnUmXWsak2rph0RXpbwCKy/c3BMtSvCVw+6w9wT0M7OvB69wC/aGhHkiVs4/PwmzSKAhdjinnZtEG4uJWwGLhVTzuSBNXVW7DZxGQ/f/98KlsrkZGx28W2cNgDSIyjnpaWyWzbehJ7ds+nr+cmTjz6DTzOTIVAZ2cnncYAUdXEZk8h13+8jWOn3chnpQ4U3eDSPeupDMfZo9/PC5su5lv9n9ArFTNqakZmfhAPzc5JcMsm+MFePEeLXJ2WcC4YEoYmXg2vE4674lompMTHePPbQuX741+J5zjkcSlzonptWGtzMJcJAJboCKGHEyR7I2jBRFYZcODTVsKpRHA14eZ77jsod4nwYnIgRqI3woQ8wZDbGmzlF29v5fy/CobgSaWHDmkMWU9YTJ6FjuyqtWMrjkWVVbrD3bSH2rGZFT677Ti+d85SZsx4ApMpF1mSsKYqaNS8QsKu7EkjkcoHiA5TIWeY61dLeWqkIb9GXCcYzCWRENtNJj09uaqqCSk1BJnMI4eiRIrcDMmNVZJQU5BDkQwOyDotySSGVcEi6RiKim61o6smAlY7UVWlzS6TSAn4YbGlPS5DZ2vIClU2M3nDKoZkCayqBZORJDccxKSPVH2WvyRR93DAZdzkCTx/6rl0qCYaUwnJ94+vwCxJbAtG+HmD8PhVqSY+37MFs5IgaVgYVXEV48aJagyjxE/pXUejeM3sb3mMru63mDbtMYoWLqT6ugtRbVbQdWKBZjZsPJ9TI0u5j+9SbIh9v11wLADnd77PuPG7uWG2nbgioapiLHLZJ5O/5RtgZJ758MrBw1puNVRmJ1xWTLidimOfghT54PCqv0OZJMm4zUIGwNedKTxo7RZst/kRN1WVNzJp4v14vcegqi5yc49m0sTfpenyXeUhVnw+gY3br6ZxTAGDNRMZHBCAqW11ITteH03zh+XY6sZzgjqHOQ1tqJZcAp/KmMrE+NL5m1fFQnaYOZ1jWXDMembM+CcLjtnMZJ/g4om5WxgsFeKwo0d/n5oJF4lj7d2Fq1B4ZqM2mY+O8bJ2z3UggaKB2TySh2v7xx/w3E9/wKM3X8Xal1PjVPMqeHg+bBa6a1ogzuD7zSM8uYeyYL+Yvw6ZmNvwCTz/Tehvyt6+5Vn46zHga87a7EskefhAN13xJA80d4nzOsiM2SKJuWv/Bn7fmnmfXK4pOBy1KIoNi+Xw/GP/qv3PMOcezmLNgyS6wljH5KLmjaxlD60T9fbWGQX87YnHCIfDjB07lgARTIZCuZJx+Q6FivI67Ay81Ujw8zZ+wOXIThPaN6u445mfMDHm5cgaLycuEZPQ8v0iw/zTyCrerfoYV9LJu4n36DP6UFCwJW3s8+3D7BMr6NzcXJxOJ2ZVYVQ8QE/TPqGvYo+xbfd5cLbEfqmIqJ5JYqsr+QT/YaiWZ9o1WiwTmefUuXrcaXzcuRNTqpzYEipByf169f2f9ovVvk2WiOgGT7T1csOoArZ3fMr3P/s+p3hO5KLuE2nt60AywJJwc7CDduYRb9LbW8n+5unYglUAVNvFIBEOe/Ca4yyMr2MvtQwOCg9RT8925s5dkJ4IdF3nww+F9saa0ZPZW5xdljl/33KuPnsBRa98m6V9+yjRNGaYmvjOvJspMJvYUXQmXV2v8z6nMqhWEGpy4vBCTmExFY4JFFor2D24lnBSXO+YHD8zl5whdh4eJqS542U4+TckU5wUpuLMinTo78juPoJrO9DDCTrnFjG8tig8rHoNwLtJITKpF8uYXLof3IwR0yi+bTbVnmrqu0P8fWVm5Tyx9PAMmJqu0RtN6YnYsoGLRbEwNncsu/p2sb13O2XOMlRFpjXQiqqr6IYueEzwAHa6In5kU3ZVkaqJfqpYJGRdQtcNhq9/ZJMCehIJM5JsYOhh0A10XQViqOqwMMxwSn8lGwwMqREDtBoudKdCJTJSRMbQdQxranA0yaiyga4IgBJTTSSVzLAWMlvIScZIKCpSqkcqKboYj8WExyTammWJuG7gSXlfTKoJLT4StACHTdTVNI2+PjFhHAxcLLLMeIeV7UHRX2Tg/KI8MOB7ezMhYq07QrFdfG7xlxCM6dhsIoQTjrRgGAbbd9xEb+9yAOy2KiorrxU/HmyF577BXu8BEt6UNhk6k9hO5zBv4y0HnsFR10rugtexD4X2JAeDLx/A3FaCq+goAvkiBGWzjSx7HmGyDFe+I3TDvviboKBweGHMiXDybwTYb/wMjhspuzHcvCXz8bWuJCBvId4aQCrS6IhtAQlGydPIHZ3heZk3dyWSZEJRrMye9TKvPrYAd40I/wwMrGNgYB1NTX8UjQ2Z3t25GEnRx/L2b8eSqiySXeKtlKyVQB1afwORrT3o59QiW0ZOj7KsYrQoWOQqYp5mQmFBl+H1LsRurcFksRILhYigo8Q8aJZBkCQidtGvrNEkUs/eEWkNXU0Z6ZFVLz5NQVUNoxsfg67t8PqNoJjofrsKbTBG0hfF+40vT4voPSDmB2deyuPSsU0kCc++Bj7+pfCAhXrgyncFfQjAazeI/9/+PlySEXvdsOpJHt7+Ms8Vn8KcfevRfJ8x3Ef5ac15fFR8Pr/gUYoGG3l+2224C2O0l+QxaeL9X3qe/679T3hcDsdrEt7WQ8/ftjHwaj2d928cgVSj+3xE94jJqKMoTHd3N8FgkE2bRHhlarISJSB4JsJbuzlwQCBU9xad4OfiJZHMMkXfnkFFXjF/rr2Ty3pPx/92Ex1L19Pzjx1MlIVrLCCFSMpJfMkBHt/xOE0xsS+bZmNbz7Z0mKiiQqxwWrZvpW/fbmRNDLYJoxldj6Eb0SzQAlDriBIoFDHxwsJTsr47xpXkCnczDft+ztHyNn417xdplV1zqDQrp+DLbE9ITGB315ZxpNsKofX8dE8dD28RSs/vKMt50inCXmW6l60R0bXC6tm8tXUhkYgTWTYoLGzGW7WRiBJBzVUpdomBXg3LnBNfRh4DI4798MMP09zcDMCqVatoaGhAVVU6cjOgcm57H5d/8iG37X2Mimcvxty/hxJNTDym6gUUmEUexoTx96KsXkqdNIFuq0TXy3X0PrmL+GvdzC08g1r3DBaXXoktJbZnSviERgpATyZJlnAvxse/QgukGF3dmdCNqSSl2dIaRA/EQTPI+1x460xSHYqUUf5Wci1iJgX6ntpN4OMD6IEERlwnsquPuaVzSfqzK5PyPNlU/sNtv38/uqFjls3kWUe6iafki3DUzl4RLtzZt5MzXjuDO1beQVyLkzSSGFIKrOgjw1FqaluuMwdZTQ0fUmYYSYMRQ0ZW3ahmM1IyOSzXJZ7OI3B4LMiKhMMjQIdhGPTHk8R0naQmJtSEYSOJCV2CLsXAarGkHFeZfhtXxbPVJJmgRazwvSYFMEjIMklZJilJaKl12lCXl+XM8Ftrt1BoUSmxiH15nB50SSchJbB6rLjdbuwpoT9d17MoC4asv78fXdcxmUyH1BGb4c7kJZXpAUyxQS4u9fLbceXMzXFy79hy2poHKXeKsaXFX8Y72zuwDwGXcD27dv8gDVoA6hvuY9v2G9C0KCy7CqNzO/054rryPCL37NaeR9Ptj7QrjI4IEFwWbycP8f4ZIReRbQLwlldm+DWstozH+StNkuCo6+CIKzLbagQbN63rs0giD2XeUlEkEM7bTu97t9DXtwJd0nCEkuTkZDSZovU+jH6F+L4wiU7h+Uv2TCMZUZCwYrVmn3NisCQNWgC8w0J1ikcAM8UrwjdaX0oWYd+hz1WPJkl2h3H0ZcK6FksxDnstsqJQMkaEd9sb9mKOj+Tp8vgT8NBR8JfZwsORsmCqQlRN5T5ueOsVaM/kORlrH0IbFJ664SHoQ9nOzz5izyohQVI6dgLs+xAeOQY+vAve/WGGW+bAOgE0k3HozQCnZEdK8ymRZP3+3Zz06XdZ0vc5T+78MVe2v4oSEXPmLePu4JQZD/GN8pt5dNBMtykPBZ2jB7cxaV+ABau6cOiiz/+9tYfjvtjDN7c2Mphio04OKzz5V+1/ArgM5RkMN0M3GHitfqh0HJI6sYaMYq6R1NMuQcecErbWZ1R5ZVmm0JPPZG0UyYEY/c/vpf+5vXQlU27gRGZCcM4rQ3GLzmYeFnbR+qPE6nzoD7YwMZwd03xk2yP4pZQHI2lje+/2EcClrzVbnCsez9BsdyQkes1TeXcwJSzn0MAUxmTKZdLEB5g54znmz1+XZiZMRMW+g8E9FKsakqwjJS1YJnx9zpu6FHAZ77Ay21iJp/ePrN5+E/WDmQ7f4BYvfbVeyNtJH3e1Wfmo5yRWerbx+v5azGax6ptc42HJFUu4/ebbkVL8JQuimyizxbHO+VbWce12O7qus2bNGgKBACtWCAbdBUtOwW8RAOH0LZ8zdd9KbHKIP5fPYH6+jT1mkxDXvOApmJQh1wv2axzoyMWSNDAkiQ6bRHRXH/HmTEKgWbGyoKaWQmuAye52aN8kyiu7s6UA9JWPgm6ABLLTDMkYRAayvC/pfabc76rUg1kS9yyGQbTYRt6FGeHOwKeZ1Xf79h7Gu+eMAC57g8s5nK3tECvlGUUzUGRlxPeTvIJj592md+mIBLli3euEzONpC7QR01K5G7L43zBMFNqLqPZUYzPZyDN5kZBAApvFgpICLpJkJaY6SFodGCmQZ3dZ8BTYUE1mJC2JWbUBEoahoeti/4pJJr/chSNHvD++pMaBaJw9wSiBuKieCkkZj2BYN8BsJmjJDm9GTRYGrXb6HS4MSULVk5RazViTqaoo1UJCUUkMhYpSVVDyMLZbkyxTYjFjSoWBrFYrqlslaAoSI4bT6cwCIxs3buSxxx6jszPzXg4PEx2q1HVOTiYRvnKwDtYJYrlLS/N5ZUYt5+fn8FldD6PcArgcCJSybGNrmtEZSBOYja65DVXNSR33A/raXocD64hYZTRFQtYNylcLz2TSkUmWPbW0iMS0c4hYZBbEV3AFAtQkI6lE+5OrKJ51Mjk5R2K1luFyThhxHf+S5VaBdwwYWrq6hmQcDhGCczjGUqjMwJChvvwzejpEpVN+fxwpBSyidT56H9tB1/0b6XtiJ11/2IShGdgdo9jx1BicoXuYN3cF4yv/iRF3Y2Eazcuzcy7siQzolHMEKFRSgpq6vw0jESG0oQkjMZIzJ34gAAbkBU7Embo3pSXnp5932Xjxfu3fthnFlOmnC9y3Mz7nYmpaUovn3jrh4WgSoaah0M6Csy8HJFp37cDfnVngSO2bUSUxJxwqcjDcGjaKHKHuqTPYXTEG1jyY+XLzU4ABKQ8ly++GZy+Av2Qq36RQL3p0kOt3NtP0zs9G7P+1opP4cOHveKloMZvckwRglSReKcoWTrRoUVj/d7Teel7ZvgpH+wbKdzzJ3fVtXLqtkTlrd43Y99e1/1qoqLGxkWXLllFTU0NjYyPXXnttViXBv9v2UBY/EIDJ2duSfRH0cBLJJGM/oojQ2g76n9tDeGsP9in56DENbSCG7DYjzfey70EBYm6++Wa8Xi+JtiDdf9lC4kCAxIEAPlOAQCquXzgMuFhqc/D3diPLCiZvpqNaajwYmkF8v59j/bPYZReTulk2E9fjRNQU7bVmY1f7LkyNAoQMAZchVx/A7DPPI5oCHx/7Vd4YNCP0ZlWOcyaxpkjAbJ55yLJKbq5YnYwZ8xP8gW0MDmZYaXduvwaAVk1jXeXblO7cwuKqxenk3YOtM5bg9roDtMXESzzOYeXXrWJAUbT+rLaDZgEMy7U82k29oMts6V9BzBwjXGVl5ownWLtuEdFwA8eWH4MkKURS748tqsNtjcLtvPbn6X1efvnlPPzww9TX13P/ynU8N20BF/W1IFXXwtZGHEaAskGxWjEw2JS/E5C4t6CQf5509when5ad/fg1cAc1enJUNjhVNF8UuyzR5dyGpSfBePdsymZfzuTi96E3CX8XibsM5YzM+w4MtqJtE/dVdqhI/hZ45wfQshb5upXp43lOKiay/BPihhjkNNmPjU4i+gK+TZj2+jAfnjuWnHNqGXglAwJjGFxS30p3vQEUgpTEnP8hkpzg085txLVbMSsjPSJDwGWoIulgm1ogQFBbHGau2oRhOwWsJ6H13kc4EcaBA0nSkSQdw5BxKDnYTSo1nhoigTgBopjMCkndoDUeR5bBrUvoqopJykwIDrcVRVGIpeQp4oMDmAst6EYUTQuP0BwCCKTo9a1EIKVIHE/p6ViAGNCiSZDKW1ElSBoQMWf2ZdKSuKIh5Bw3RQ4b+2Ma4VQ5qNlIiDyDFHCRvoJUzpwS9kykFJMlSUJJgZ3169cTDAb5+OOPufhi4aEYXgo9whIRjtrzNCC8CvmJAZErdWxGcPHjPd0kkknG5DYDsD9QSdOgj5b+bE/xpIkPUFR0Oi7XRLZsFdQAkbZPAQjlCHDlCGl4BsV5h+0q9492E+x8giN6m/iisJmoJ495fJjeZ1KXsI7LxX2sGH9mTH8KSVL+M1wj406G1ftg2ZWQjMJn9wnvy5KlMC1FtGcYSB/dw6RVH+I7Ko+EWabbJwC6tz8BeTUYhsHgMLLHIYs1DeLy5oMhEerrw9/bzYs//R26VopQ8o4jITEpZz4Fkgel8AO01CLEdexsEp0ykINkz8cI9xJv+Ijgu2+TaDyXknuEanqyL0Lf07tJdIg5wFU+lsoj30LTwshyZtwfc+TRrFn2LI2bvmDKmMuJSL+gXL8W0/HXUgZgmQnv3UHE18P6/nKmv38f7uuPIZAKMVq3KRRaK+iOtrBnsIBZFTKatQaT71Ns8ucEtIvRw+K56rpGT7Pw3BdW1SDJMmFNJzw4AMBVfc/ym08LWNS+hRFUe0deAx1boXllmmdmyBR03l79Eis4gof7s8n/tuZO5/rxd1JkViGe7XX8Rc11eOM+Fvq38LeSc7iz6RFYsRRlxVLeQEZJeRGuU918XHg8evLQodivY/81j8v555/PD3/4Q8477zzOO+88rrnmmv9I20PZoVxn8dZUtUepE8vozEopuquP/hf28sUbK9mkNGKdX8TWndswDIPKykry8wUxkJKTXfu+YYwANmMio3CkyixlpwkKVP7+7Wv5x3evR/ZmJpK8i8eTf9Vk7EcUcUrVKZTZyji65GgeXfQoEhKmlC5QTjyHabvE5GqxWCgsFJPjEHA564d3seDiK4hGxSqsX8sMJMXOcvLyMuyF/2zchaZrvLj3Rep8dUiSzJQpD1NUdHq6jZYcQEfio6DMs3uf43cbfsfda+4+7L39Ud0B3u8V3giTJLG/dxcNgwKEJUxVAFSk8lUCJvEcnNMKGZMjktP6zG8AMDV/KnZ7FbJsRdcjRCItaFqMmCo6r+28ZQK0pMwAJJeHwsJCvF4vmqbxsC2fAYeLx0dN4oH9IpF5vrcIm8OUdXyATWaFI9/8M9947CO6/Jk8jcaU8vY4u5jsPjcZbI/orAtpmEYt5IiLRVlmojMMU7NF2wh181nuLO5zLiA64Sw0QwBYJdoEf5wK+z6AmB9p4z/Iv3oynlNrcJbUYZEzFVXteaPRpBbCGOxEw5fQWLaxlURhxkujzyhktVOie1g276QKeOuqb1NcuodgIsju/t08tv0x7llzD/v9oq8k9STrO4UWzlDp88FW46nh2qk34i/4LsYQb4lkIuo8Ls2wW+Ysw5EiRwvHNfrbQwz2RIhHxbMyW1VCMeHuTUgGPkXDfFBG01ACqzqMZC0eFm00LZzV1jB0EolBwsk4NkKU0I4ZMVkPAZcCa/bQ646GKNHi7Nm8iT/cdSfTPQ4uWziPgT07yXE6uf3228m1WvnR5Zewe4twuUu6wZYtu1i48EIkKdvj0tjYyNKlS1m2bBlLly5lYGAAkyKOmdAzK++DE3P37dvH4KAA7EPhzEMCl9dvouwTwciqGAkUNQ5dO4h1rqen50MMQ+Otre1UuNqwKhEUxUlhnghHfNHcT1XljZjNhcye9SrFxWcgSRJe7wKqKoU4YqR/GzvHOdk2VlyTM5TEPP5c7JJIzqzt+h6jg88w4FtNNNY+4vSSkoZlTIaoTJbV/wxoARib4Q3itRtE8md0QORuRFK5eX0N8Pn9yAYU9WSqttSkLsIrOZVEd/aRaB3pXe99bDvWFOGkv7Obhg3r0LUkw8OJXkspk3LnUpgzCSUvw7HlvXIOrhOGvC7CqxPf8wboGgMvvpgOawbXdKRBC4BzvghHKYo96z4VVFZTUjsOXdNo2d9L7Wd/wt06TEpk0tnw/T28b7+O9X0VvLkmQKKnkWhIjF2WoJlyh0gUbgnnEA1WE+oWn82yAClD4elVT/yFp++4lafvuJXtD9/KW+vfonbFNnpSANqhxvn93t9iivoEt815/4CCCWIxd8SVsPCHh3tiTPnit0wN1uFNDBKVLYTHngaSzNqZtwLQdRBo+V5VEZqkcsuEO/njOZ/yZOU36DBnQvkKmXSOJb0r+b/af8XjMiRsNmQ1NTUsX35o9/a/0vZwFm8JYBhGVgdKpHhNzOVOLFXZ8eY+KcAKs3BT7VnbRTgsBtIjhhFFyQ4TpnJn+kX53LkZAjAvMB2A/KsmoxbZaW/Zi64l0bUkz9/7I4ocldTMmYPiFANu3vljyQPeNd5Nn9+zpz6L2+Tm3effpaND5D5Y7BZOW3IasiyjJZP0t4k4dMGoKgAiKe0HX1Lixuk34lAdzC+fjyO2lx2Dq4jr8NlgB3/b/jce2vIQFsXC7xf+ntnFs5k86Q8827iSExwDALwaLGPTsETTLzq+IJqMYlWzV8Fb/GHe682EUHK1MP9Y+QIAJaES2if9gh5NY/a2FRzgH8SVOJo3Qsk5k5izdRb7BsU99phzuWLSFUiSgtMxFn9gG4HgbuKJfjQk9suT8eYcSXvPAL9t6mTcknPZ1N1LizOXgb0HOHnSJNakQkQAUWD1gHguR+bmECgL8E7oQyLm7JVpxLKOTT0uXt5UyY3H1tK210frHh+yLHFylZfP27toLDZx7E6xuu9vj+I4uYYQrSS7QhhXfRtp95usDRus8Uzj2y3P8L1xt9MWzSeUm8PtslA3VfSD1HLbNmE9KRfrmFx4989Y5B0EtAsA0KomsayvitHDXuQ1X6zlmK0HaAgdhVWW8LrNvGfRYdgYfe3cWYzNLWNK/lTeiE7jht3d+Jv+hITBpwc+5Z1z3qE91E4wEcSm2hife+jkPUmSmFp5CdpAA5IWwOl7kkD+TcTsRwJBdCWXCDZsZp1gLEkomsCW0EkmBGiJSAYWRQCaIdORiKNgGcZfO9TXzTYbiqqiJZNocQnVBomEH6tVvK+6niAcbkDXE+RjIXnQ2jCJiQJVIc+kogO+hIZHAi2ZIJpMMGfcGCb//OckB33s2raNI2fPRlEULrzwQkaPHs1lV3+LA/4IumbwySuvMWFMDlu37kZS9CwQcv7557Nxo4j9NzY2cs011/DUc08BGY8LiBCSJEnMnTuXPXv20NLSwtq1a0kkEjQ2NiJJEhOH0fgD0LVLJHMDP/B/RsC1nQW5n9BVYKZ113cZoIP84iv5eM9Mji0Xi4KcnCMYW5TDuqZBmntDXDDr+9TUfG8EmOiJCpDUZusEW+b9dUy4FGb8huquN9m581YCge18mW1zVvO2LcKfdf1ryxt8bas4CsafBnuy9XzQk6LCZfI5MJgJjRf1xGgtE4vDsfUh5InnYBgqA2+JuUIyKxgHJU7ra8U4Vb95LfWbhZegoLKanv1NqIqZWfmL022dx59PMN6A+5RTBCv0zCISnSHMxfPp++u6rP3Gm5owV1cT2Z5hKbdN9mIuOXx5+PSTT6PjL3vZtPpN7IVmyrvGZc1PyUSChq0ij6Qz6qJ/hehnqmTCpnRS63ybTX0W2iMuotoYtBQHldXbBZ2gh+IE+/vZNGyebNy0nrN6/slVo28hNtCLBNiVBHnJVD5P4QSYfK74N2Te0aBahRcsZd8Z9yN+2Px3RkU7+cueX4rjVs6B8x+DYDeWsAPqMoUCT02ppsRiYpLTxv3NouDAFNGY6HZx6eR7OdK/A3cyyI+a/57+zVk9H7MzuIjHtFqyyRW+vv1XgMvy5cvJy8vL2paXl8emTZuYOXPmv932cKaHEyR7IpgKM8lv8dYUcKlwobjM2KYVkOwOY52Qx4crMy/QEGgpLi5mwoRMPFeSJJYfvR3fymZODM9jU1DIdR+XuxCLNxdLbQ6SLNHzeQZ4dTc10E0Du/d+zs3HvYCimrL2N2ST80Vca/HixTzxxBPE5Bh5C/KYMiWlQNzeiq4lMdtsuPLFwBSKiBc7Jju5bup1yKmESMOoRrfezNIDbwNdPLTlIdFOi3HzxzezsHwhP5j1Az4biFGrymwMK6wMZkCLhERcj7OpexNzSzMrg/7+fj70iU6fFxzEEY8ytbWeXeZdYBc6TOHOVnoLy+kvqMSBg1AyRGByjLdb3+Xcsefw2rZ9+GJ9fGPGDRQ5iqgbbKeZSvLYxo4dgiTqbc7mBeMS2JQpQdwN4BSrv+c6+hlVXIkBqFoyq2LkkpI8Li7O5ZzYyhGgZchU5x42twygJXVWviiOMemYUmoqvdzZ3kVbvsq+EhO1HQn62oMYLhNI8KnD4OWt+3Ec9Rgf+EQfUSacQVtUeMT+1jHA3LHfYPJ2kKXskBn7V8O2F8VqcucrmOUM+Cuqqeb+L5bwY9ohVUK/us/Jo4kc2pQ45UkZ3q5ntVNcjxnId5jpyzHx5/1dlOYdSXxgCo0a5KkFKMlueiI97OrbldY0qs2pPWR+y5B9kqoQ8yR2M8sRpcsh4Yuo6IobQ3bQHdfIkySRLBuKk5MURctxCXyyTldvEJtZJZrQkDHSwMVhseC1SpjNZsLpFZmEo6SCZCKBr72VpCWGJOsY4QFMJhexaB+x+NAKOwLEMEyZQX5MQMdaYkaSJArMpnSS9WDCQSgUwqRr5IYC/PH3v2P06Fr+8Y9/cO211/LCCy9w3333ifvhspHojeA47WSsVnHtkmIgpe7R4RZPJjmV9GtoaLqGIivYbDY8Hg/V1dWoqkYgsIY1a1Yx5LyeMmXKiPGMVX8Q/088ixtOOpO1awVp144JbkAsXHo7H6fG42RuueijOY17GVpvNfWKlf7BoKUvGOM3HwS45RAqJ65KUQlXVHga3V1v09P7IXZ7LZIkEYv1UFR0Cj3964hHBFBabZ3DZn+QU3oGOavoP0wRr6jwjWdErsX7qcqi/LEiz2PZlaJUulzwnlA0GfORTzBq/Q2Y5AJKbngWJJGHNhTaL7xxGj0Pb8M8yoVltIfQ2k48B0Z6uU64+kb62w9g3g6O9kw4xz6tmqJvZ5iCJZNM7pm1JHtz6Pvr77P2Edm0CWQv2mAMyaxQcG2Kp+lLbML8Y2ndtZ3tH3/Adt8KSmw1DOxvZ+faj5i44ARad2WDyO0ffAS4sakuCi13IdGPWT6auK7SFS3CY05Vdg00IRn9JBNfsOXNPSS1jEe2Iejl8YYjuCb8FMuSYh6xDyPuCxVO4WCo9VKXj4+Ofoz74uv4hfdUulo201d1An/SY9y37wHGhlNgsmo+mGyQW8kEKbOasskSC/NcmGUZzR/nvJY475aYuOBAnEmzvNwyOJYdrrGURzuzgAvATzb+iAv1XP5dVpf/CnAZGBg45Pb+/v4R2/6VtrFYLIv8aTjrbGRHL6bjU+yo0STxYYymAN6LxAp0//YG9iu9SAZcetx5RAokQfY1blw6fg3QFeriNzt+C7mgz/WQ3J2kNqeWmWcuyjqn7qaGEeeZTMTxtbeRn/KWDNmWLVtwuVyMHj0av99PUVERlSdW8sieR5g8OJkt779NbkkZ/l4RBimsGo0kSWhaGCNVZTHae2QatIAYzD7MPYeWrm7s0Qwgk1JTyorWFUS1KH5d4oHuzIrssomX8eSuJ9PhgTXtaxibO5Y7V93JAtcC6t6t4+Mpc1AdfsZ0hZnR2oyBwdYK8Vxmlc9C7+uivrCcTcWVlHSbgRDrOtbxUctHHFdxHMfm3cQL21fgG/DyUt1L3LPmHops+Xy/wI45JdK3nZGj7ky3nakuOyFN46VOH3sNhaqCwizQsli28PpTOzjqwk56U8CgoOVEHNYI1Ukz+9z7aHW2Ilvb2NR6gLefD9AQ2QwFBps6tzE1egW1dgv14RjPL3Bxwa4YoXA/zy97heO91Tw4xkRDIDuk8U+jDMisvm8vruKFXX5cR5wO2zLcORgavJIJd3aQz1MEuHTcKEonF2Cxu1gazqwYE6i8ZqoAU5L1w45XbjbxVNxKICmzqClViq9mkrk0tQglKfrKlp4txJLi3Rid8+XMnJ/2i770q+nncFbR1awaCPO97fUYUub+DhgGCc3gvBR3zH/eDi+JsPYH5djNEkrMgyJLh6x8UwwdNA0UBVVRyMvz8uijj3LNNdcwMDDAdddlGDolVcaUbyPRn0zrFEmykS7BPtziaeuWrdgr7WiGRkJPZIFBXU9g8CcmT9mUEhadQlVVFSeeeCIDPZ/TvuVnlHaEyTnhL7DrdfGjud+mtfWJw173NVOeJM86iGQYFNTtpqbiXWBiGrhE4ho9gRguq0rbQIRn1u2nyTcMZBgSU6Y8SCTSnKZZlySJqVP/iq4nkWVVnLehoygWavUkn30qEsO7EYD83sYOjs5xUmQZKUD4f7aJZ2WAy4l3w/OC94RN/4SBVE5f2RFYxlRiW/YzMCC6bwA130Z4s+jn9sn5qDlWSu7IVBk5ZhVjX1XASW9cztquNwmk+H+KR4+hbNwEOrdsJEnmXR6eOjDc1Px8Kp9+ipZrb8IIizGl486fYp1Rj6lyHrYp+ZjLXYf87XCTJIljvnklu1Z+wkC8mw2979H1ywOEAj62vvMO0Xgoq/3WARGydeW5UFKLoFKbn+ZQHh0oVF85H17LQ4r00x55gBVdTmgRC+lFJXV80CFCSf1xOx93pN59GSxyZoz5wDaeMw0DOQV+u2MJbtndAnIF4bJJfNTvR/PO5ZFRhXx3YDG/qP8zZiO1+Jh0dno/4xyZOWSMw4o55Z2L7Orj9t0xfrQ7hmWsiTMKc8T+gdPGTCG4uxKnfz8s/jV07YQdL1MYGjnHf137/5TH5XAg5eu2vffee7n77kPnY/g/2E9key+xi/PoamihRJNQ822owxJmAVZsEfX7XouL+vJ2FtUuOtTuWNeZcRk+uvsxABZVjmzb3dw4YhuIHJXhwKWvr4/XXnsNgAkTJrB7925KSko47vzjuL/hftZ1riPcsJtZdV4sqbJLz7iJnLyhjsXOXqYCER3mVWZnbsd0nTd6/cRsR2D3v4UuO/F7byRhm0Je969RortZ1yGuZV7pPFa1C/Kgb8/8Nr2RXpbXLyeuxHlh9wv0RfpY1baKVaziLM6ihx3kdv2TRhOEi4rxxD3E1BgSEqOmj2JepIr6lgEOOHMYUKox4yOYEIDxkwOfUGw9gL2qnte6XyWeqrjoivRyT99E7hw/C3P3IzQhsvklRF6LKsFrM2oxyzKf9Pl5qdPHzmCEY2fPgRDkyhKvzxrHol+I0uvfff4iOKCi00bbwCz6LTaO9TaR15NH0pOkU+vEb+xia72ElvLKDAxCXV0dd40ex2XbRdz4xYkWoITo7jbyi7pocYwa8UyHEpQvLfWy0hegORLntXITNxeXw7ZUo8X3iuqJzm1QMp1O5wROXjMJk13lR1dMQpIk5o8p4M2tYl9Fio8u7dAr3OmjcnHKNrb1ZAB6fzIziWtqMWNzY9T56tjSvQU1JQpYmzNSwXrI2qNx9oSiSMBx+TkossIxuU7KLSYYFurRJfA6/wsaJ1/LJCyBUUiGjHQIYjqARCSCnIihqA5yvCKP47zzzuORRx7hww8/5Ic/PCh+L0skpGS6uktOeVx0XaO3t/WQVO/d3QeYUzua3iQ0+5up8YgEUcNI0tGxjGBQJGdXVW8hFBrDFVdcQSzWzbovvkVCSdBRDke8cRE5ySgUTkQvmUznKgFox465i876RwgmOynbH+dAjYW8FE1BeVsUR0SjOrITmEhzXwhdN7j2qQ2squ/FZTUxGBkC0BkyQk2qTOvEHGxyqm/IcgaQqLLK2/pS6uQe2iTR3/dH48xZu4uVR02g3Hp4duZ/yzxlcM3HIjzhHQOV82G/ELJNE9R5ylHcZpzzygh+3kbf07sxdF1kYQPW8SNL/CVVxrWwgtF2E44X3azufoMiWyWyJGMYRlpqZchMpYeXObHPmkXRL57D/9oKwiuFxy62923MYxbgWVRJoq0N2eNBcX65VIrN6WLsUfPY/fmnNAa3pbdHY2J8nL74VI4863ye+84VBFKOkRxX5j2vdvpoDuWx27+R6a5vYC2cCPs/F6BlmI0udxMacOBIMTz3x8XcMWj3sLVyCdNb3qXBVs4t5nkMtvdxRZnIO/nD/gyP1Ad94rgLc12cmp/DdYqNH9d+h291v8P48/4kNKlSlmPKQIYyS6Z/RHb0pjOKYnU+El908taMWrYEI1xVlo/8rffA354RwTziSnjohC+9h19m/xXgkpOTM8Jj0t/ff8hKoX+l7R133MH3vve99Ge/3y+qcFI8GNuDYX664imCweX80nEzC8eLahDdEPkEB1oO0NDQgCzLPF34EqFVT/Cy92XG5o4dcayhyX64nXgQaEjEY/S1ZcpX7Z4cqqcfwc7PPsqqCgLSUvcAu3eLjPaOjg4KpAKuGvVN/tHyDDuq/UxqdGOEgkTMGj/THmVw3yvs8RYzVYXOhMxZ5RlBRMMw+Om+NgaSGl5TFVOa5/PJvG9iKKJzhxwLcEfFsSZJk7hvwX38dNVPObXmVCyKhWMrjqVrXReN7kZ8Vh9vNr6Z3vc7o95BHcZ702nvpNMucjkMDH6+5uecXHUyzx7/CxZ+sYew80TMkUz1EkBnVFTJxKXsSGYgtIdrOm/gWyULiXSbwTA4f+86XquZTtxs5YvBEPNzXUxKaTPVh2NExlZAXRtjXHaIt2DOX068fz5xszhmdY+b3aqb8UU5LDlpPC+++CKuqItOUyd55g60RH7WOQwMDLAo38NtVcX8tjmTo3Igt5BNfX4S5RKqbiAbED+IcnyerjIuauZO4rw0yszNbgt84znBu3DU9XD0jem2y9fuJ8AOTLEknf4oJR4bx48v4M2twoNinlKJXh9GimkcnSMx02PnoXoxuI132fCeNZ6657ZwKDsqcjLfi8AVfJ+NXRvxx8UAdCjgEtd1rtnZzAepnKUZbjt5qUFIkiQW5rkhJPqoQ5UJJXUGTfDSdXMwgNEFTpp6hV7RkFlkHSdRDNVKVDITjiXJs1sIJZLEEhoWVWFMUfZA2z8wCFInqpSkP5ZDnmUAgNZgKW5HCLc0iMNsQ4rKIEkiAf4gMwyDeDQChkFOXi4mU6bNzJkzWbp0KcuXL+fEE4e9rxIkpSSJVGqRbBY5LuFwE8lkAMMYSePf3V2PTA0eBboTGn2RPhy6TizWRVf3P7LaTpr8Em9sMTHWnCAhZ7xyfdYAOQDTv0lf/wqSyUHM5kLKyy+houJy9ESYzx+7jaT+AaqsoyahZr/wDpR3f4YqX0A0obNsUysr94lQYAa0wLQ8jaDfjdPtpy56EYdehh3efrR/DK8XPce59hd4M3A1q92TiegGj7f18tPRpV+9g3/VyoYJTl75tlh9PzwseTXFVO4+cRTBtR1ZuSySRcFSc3jyRduUfNxbSjhOESzY2kAMySRjpB66qdyJfUr+V3JXmQvtKN7R2I+7i/An92CEe3EtdBLbt539l1wKqkrJ3XeTc+45X7qfo865kL66FvAnKbJVkmMuZLtvJdXOKSw47ypUt4WTxpzIlv0v0BtzMD62kqEUr6k5HWwJjsYX8PP4d6/jtIUVjDVAwsAYlnSsFlWxPOd0Fq14HVssw08TtjnZe/R1TB9zJMuLTiXZFuFP+7u4qCQPBYnXuwdGnO9NowpRU/fm6dIzqJ9wEa9VjAzmXFdewFMdffxktCgz1/xxYg3Z+xt4rYGJF45j1oxUJaa7VPwbsorZUHMC8NqX3sPD2X+lqihrwBhmB+vv/KttLRYLbrc76x/ArxZEOHNumEvmOmnKu5ykqZw/lTyLOk58f+2H17L45cUs/1gkM+klKqGU6uw7je+MOI5u6Omy0iGbXTx7xITQsn0Lhq7j8hZwzV/+waW/+SOF1aLNwcBlqPLgYNu/fz9TGlzkDZowZOgeK3rugcIwYW0AS7yekxDn/Xm0iN8fyKwePusP8GR7HxgGR9VtZmofTKjP5IrE7PM4x3UBczvnMq5xHE7VyZ+O/xOLq8SqbFHlIkqkEiYNTBpxXvFhwoiqrlLlrkqXhw7ZRy0fUaBEmeMIkrBNAaeg/f7GuG8wq0g8v2RgInpSrAIi9jmEnScBEpbQ5/yjJ7U/ScK1eQ1jmkQy74udAsi6VQU1xXJ6R52oqnLF93LuG+diKViOtfQFkqYeZB3K41UYkszkUjeVlamYcMoj6zGLAd8eGkXReOFi7uwR5Ye1jpFehf1xMTGMllWeWRPmjv3DBk/DYNLT9Rz7QQfuhEGbXWal04Dxp8DxPwFZJqnpPLqikTtf286z60Q/SGgGf/qonh1tg1iHaePUWyzE5xQQO6aYQLHEaWpmQuwyS8gWlfpKcf8WdmXzSkTMeRTtsDHBMjYNWuDQwGWlL8j7vf50ndIcs5XQQGayPqMwBxkwSxK5KXeyJElYrCpWk0IsqWNWZexmldIcGy63BZtDwWZSyHE5KHJZsZoUwokkEmA1KUgSWFQFu1lN/4va7RiKE7tZptzlx26WUVULZtVEPO7GkNzY7KWoRXYoMiPZRubqJOMxDF1HkmXUYcq3y5Yt48ILL+S+++7LChWBqLgygERKykFWDBKJQZLJIB6Pm76+PgzDQNc1DEOnv78Pj0eMH0PTRDARJB7vy9rvc/1mwikwFO56jrYDIizk8Ys+E7YpoqJj6oV0dYuxprjodCRJoW0gwhs7fKzLP4/Hd36Tnr5CZm/qR03lLqixfkZ5xPX/cNk2DmXXmD/A2JHP0vW38On+TFLw0vf2MOuXH/KNv60hGBtJlpe+Lx1hxgaTjKKFxZ1vc1NK5+rp9j7C2qGJPf+jVjQJ8obxSXlExY9sVbGOyUlvlp0m8i4ej6QefsqSrSoF10xN56Ak+6NpZmslz0rRzTNwLfxqCQPb5HysE7045k7DOmU6AFrPbkKrU2HTZJLu3/0O40vENgG8ZRVc9PP7OPmYG5iYP59Sey2Ly65krGcWkS09GIaBOTGLU8p0rqldT7XTB6Uz4Pt1qPNu4tTv3Zne175QET65OAu0HJHXzpr2+dSNnsxfrvwJrcUZL3HI7mJM2Tg45ntcPnoMRWaV9liClzp9rB0M0pdIknOQRtf8XLHI+E5lESZJ4pdjDk0+ePeYMuqPmUJtqjIztKETDDCPcuFamKnYCq4ZWb2WZaf89su//xL7rwCXmppsYrPGxkZmzZqV9qJs2rQpnRD3VW2/jn0g59PmKkp/Tphr6Tb1s81WR2uglXUd6+gJ9HBgv/COvKNnsrHfbXo37ZEZsvea3qM73I0qqZhkExISdx51Zzo5TksmMXSd+vXCKzN61lG4Cwpx5nnJT4l6NWxYR2dDBkQMD30pikJVkUgme+211/hi02aqO0TqVOtYGcPmpL9aAJgqi06uahDUYK0+nSfaemkKiwnn73UizDGxvYlRXW3oReWc/OmrLPkkRdcsSezLXYTPM4ekrNLVlU0zjwHOmJO8aF6Wjs7owdFgpLqGXM4vCn7Bm2e/yV1H3wXArKJZjM0dS0JP8E7TO+SGPwWgL/canjz1NW4/8nb+tuhvPHPKM1QkbiDcdAua4xSCeVcSyruMsOcMzJFtQ95fZE0jx9/PjJ3ifi7r9FEfjvLQge50m/R97M0k1ZlcwptU2msjrAoemkmlbhwOB/n5+Vi1lNqvKnI67EoRz24ToKixTQzQY+zZlVR+m50+l7j3tRYz1SGdc/eEcaRO5MrGODYNrDqc3S4mhEd92aD0pmc38at3dvP02hZ2dWRKtJ/7ooXT/vw5NzwjvESGBIZTBUUGk8zG0mLOLLuG2NxCYkcV8GhOgvWDIfbaRL87sy3Bz0JmliSEp2S/QzyjPx5xP2eMPoMSRwmLqxZTYC1g8wct7F7dQSycIB5N8n5v9jlGX9rPS/euJxHTYM/blPn2UmQxUWGzIIUiWBNDZHTi2L1B8dllVbE7zMRNMhGzlQQyNouZHLsJUypnxGJS0iu3xmCU3liC5GCMSCRBSDcIJhzDuxvBuBgwdUOmJ5KLL6ISMsLsG9hHZyjl5TMMYuEwuq4RSyXUm1MVPiDer4aGBmbOnJkOE91+e4YjJZ4SYpS1zGAdSSW8H3us4LyJxtoJBncRCOzEMHRmzBBAwJyaKzQ92ysT1SXWhRR+3m4jqEGByQCTOE6RU+SYRGwyjD0ZnAX4B7cAgh4e4J43d3LrC1t4cGOYtR2z0bYWY8+ZBKf/EWqFt/i8wrb0vRxuk/IM/lzxKaf6nmay3sNe3xh2tvvRdIOEpvOPVU30BuOsbezng52dI34PoIXi6MEEzrCYoGrHfMHk5J0UKTCY1FjjC8CLl8Pjp6TVnf8rVnNc5m9PZuKzjsuEhQqum4pt3Mgw0aFsiKAt2R8l3iZWL4cihTycyTaV/Msmkn/pRJzHCQ/3wIsvEtmSYbLVfD72X3Eliba2Lz8Xr42Cb02h5Iez8ZxWg/skMT8E13WQaAtiJAwGk9dgFE2BmmPhtAfAVQSLf0XR5Dmc++N7AOhu66Dr6N8A4DHlMTv/ZCrc9/FYRUYjal91BriGbfa0x9qqyNw0Sng+ftfUyaOtwgO+pMDD0TnivtwyqjCd//Kj6mIaFkxhsksAwOCqNjrv30hkVx/hLd1Edval4VNgRSv+D8TizD6jEM+Sakp+fCTIotq364+b0COHAc6ukczCX9f+azwuL730ErfffjvLli3jkUce4aWXXkp/d++997Js2bKv1fbfMVkRK8739r/HK/uESJcnLlyMYUMhYhUPzqJYaA+1s6I1U2prGAYPbxU09tdNu45lpy/jlTNeoSZHAKygr58nvn8DT97+beo3CK9M7ewM2VdhVQ2KKiaWZb+6Ey1FDT7kcamtreX8M06ja31GSCxeUMqUuBAdrIs10Dq5mLY8MThXmASoaowpRM21GMDjbb30xBN8luLFOD1HdLB4IsExl1/L5L2byRsQXoaPsbBi3AzemDafuub9JBKJdDy/q6uLRCKByTBh0TMr16bya+gt/yNh50kcU3sDixcLD83po0/nH4v/wV9P+itnjBZVC+80vcPW1tdQY43oksL6iAtVFoBvasFUJpfmoCdz6XdfCLI4z7DnHNTYPqEgDLgDPk784Q/ozt9LTdMmdOC3TZ183JfxIsjAJIcVRRupnjq6zUGzIZ7v5DLxf01NTRq4xJUIGBINQZVgSmE4Egrw5JpmCshGRoM2JwN2MZGaWzKu1z9ujPD9pIVrG8QA7jphFDedPxUZUZp96sY61ncM8shnDby/UwBE5zCtk+PGjax60MrsoMrMaUkgp+ivA6oTw2XCyBHeqFt3t1CXEuWbe+oYbjhtIvcuFAmVHTaZsAKeqJ1fzf8VH5z3Ab9b+DvWvdnE6lfq+fjJ3fzzx6t58TcbeK8nA1zcIY2SngShwTirn15P8rnL4eUrUQGTLJFIJHDFInhDg8gHhclUVSY8jDgqqpiwmmRUWcLsMWO4TCTtSlqoMRzXaIsl0ANx/AFxHYmESk84H82QCcSdhJPZCY/9oRitAZG864v6MAyDaDCAr6MNX3s7kYDoF1ZH5nf3/PIeTrv6tLTA5EsvvcTSpUupq6+jK9RFKJGawAxxXgMDYh8xzcyoKrFSTcQFqG1qamXGjEkUuzMDq0OSsR2EH4yU9PTP592LOfek9HYpCY+kfP4Bl4kDkyYQj/cSiQqg5HIJD+dQPwEwKxKnnXo2XL1cUOZPENxLN+7/LnUn72bXmEdotHwz3f5C/xOc3vM3JAlqTrgah1khktDY1e5nZ7ufaCKzGPtoz8h35ief/4TvLrsZAJuRWVm7XX1MTYgFwXt1n2Dseg32r4LunSP28R+zoYoiyAon2KbkI7vMWEZ7MBV8eSXPcMsGLqnq0rIvz0k5nHnOOBPZ4yG6a1fa42JNVX9GNm2i9bvfO2R+1HALhvaxed832S5fQnfFCxg2Ha0vSvdftgCgOacg3fA5XPa68LgMs8JqkWzr62ineZ9YqFZMnUGNaxpP1Lr5sET0s7t0G1NyM1W4pmQiq6z9ktJ8vCaVzniC93v9yMA3S7z8ZUIl94+v4PbqDLuwJEnppFuAwfeaSXaH6XtyF/3P76XvqV3E6gdI9IQZfK9Z3JOJXhyzUvQQbgvOuaJPJTpCRPcdWkfv/2L/NeBSU1PDfffdx3nnncd9992X5UF56aWXspLnvqzt17H8wAAzWvaipujGzRZR1vxq/as8ul1QWufExT59sk7IfSaxvFu5aPwlAPxs9d1s7Rau2D39e2j2N2NTbVw68VJqcmqoza3FMAxeXXoPj1x/GQOdHfS2NBMN+DHbbJRPyFR6WJ1OvvnrBwCIhUJ0Nuxj+d8f5kCDyPeYNm0a2kA/StiPEk6txiWZ867/GdOV6QCsyl1FIBEA2U6xPcXTkJC5Y4JA139r7WHGqp3EZQV3JMTVC+ZSXV0NgOItJLekDEc0uyKmx53LlQGJqx55nBdeeIFkMsmePUJ7p7S8FHVYRUlXbhmGkkMo7zJ+MuPkdA6BLMnMLp6NRbEwq1iEgrb2bCWmxSjTxb4+HAY2AM6cUQYm4VEYbr6S36Q1bkq7DvBA52NsrurDGhChkte7etniDyHH91NCGzrQGomzJ1aMgUxycBIYML3OQ25PMV+oNUgSTCgR7v0xY8akgUtUiaImnPQrUFkscl1sUpLV777Mn3+X7a6MmK3sKUmFmpoypX/TBzSOq/XzztwNmMfn4JpfxiiHhVuripCAjf4wZ2+u59cfCNE1p0VNu+iPrvHy+JVH8uy3juJXZ0/GbVMxAG2UGExHN0ZYtDmMiZEDYEMkhg6cnO+marzoC0VmlWqbGV2C90pMaD4BCKKhBJs+2M+m9zJhykRUY5UpSXciiTWmc927g1z5kZ8UeSw71odZ1rcU3ZBBi6HrOpouzls2DArV7Nl6MBknFM2EKzXVhCLLBDWdYFIHSSJpQGDoWlKChDFZIiZLkAqDRJI2/IFyLJE8qtR+EV5KkdjFtHiWFzQYD9IR6SKh6iRiUbREAl0xYXY4WL58Oeecex5/f+zvfPDGB3SHu0nqSTZsEKrAJ554EkuXLqUn3MOaz9Zw3y/F8/7d0id4993tdISK6Ivk8c9//p677nqA1177gMcff4nnn3kMcziYBpQOI4FFzn4+L/TZyNWOYUnVqdSUX5je3qzJvN22Kf0063oeZ9t2IWBntVZgMuWIMMGwsMedp03Ec/RlYEp5AMefmv5O/vge7Ac+Q5YMXjTfza3qMi5WRHI6Zz6IfPRNLBgr+sbS9/fwRZMIZ+WnuKRW7O0hMSzsk9ASvNHwBhZfSt7gICHF8Zqg5v8kKrFlshtdIkvL5j9uE8+AgvEwZpEou02Z4jBR8qPZ5F895Ut+PNKUFHAJftZKJEU4OVRd+q+aubyMigf/krWt9N5f4zpJpDhEt20jtPLLCdX21f2CwcFNRKIt7G/9K53zHsIYxjItmQ9PXWB3e3B5xbPdtUI8l+r5szGAd0rFuPzDXVHO+LCbm3ZrvL/gTGJmCx0z52fvR5FZOq4ctyojAb8ZW84sj4Myq5mLS7yH9OoB6JFkOkdouMXbgvg/3A+6gXV8HvmXTUQaprKec1oNtmnivBOHkOT5v9r/hFbRmdtWMfdAHSelkkv91vx0LNAA/N6b2V19I0lZptceIJxzHn7nEYwqOReraqfBcxOnbO3kQLCbz1o/AwRlusOUcS+GBnw0bvxixLFLx05Ie1iGrKCympqZYhXx/sMPsPWDtxlIJefm5OTQ09KMZBjY9+/FlSo77BkcpHR/KbKhEFXFxBCxH02FKgBIa1ziiuppjLYJj0ESyA35uSk5gNudyevYuXMn7onTsA+bBCe0N2FKJoiYrXw04Qg+7Orj4lff5Z3ddQDMnTOXnx0rNClitgxqX5LvoewwlQVjc8diHUbbfmaJWLWuHwwRG6aeu3BsAcu+f8yI3+smgc4lPcrCpm1s7tki7kPOIKUHbqfgwJV4DlyPt/NO4q2/wKIFGNR1/AXXEHGdxHFbPFz0YTkTGgt5q+hUYoqV6nwHjpSXo6qqCkeKuUAAFxe9ssGr3z42zd9RLAeQMZjY1og87JwNSSI/GGBsW8Y9bp2Qx5UrvsXD/f9g07FtyDZxnIs8Ho5sjkFUI2lT0AtTg+awvIJTp4rVzNzafL55VCW3XTSN+FH5GC4T41rjVHYnubqigE1HjOLlLd9J/662PY4CWAw4ZXcMIzWJSpKUrg54cZSJRG+Y2GCMZ+9ex5pXssvzYyqsmCwmgzl1USa4rMyaUsiRp1dTOUVU4/Qlq2iJTSca0vB1hUAaNkEnopmouiKRMJmIDuMnMswqhmHgP5i+OzUQSpoBUQ2fbBBVSAMXuyRRgoxLCmNPDjDBGaLUIaMaSSQ5uwqkJdBCRI7jdyRTz9NKr5pD20CME044gaUPP8GqvZtZdIZITe0J93HSOd9k6wEf76x/n6tuuQqAoxcezd2330VHfR0//v5POPMcATbCSRuekin8/O7vM3fRxdxx1wMUpcreZSklOWCWsKdGS3/cyZud32L13utoqTuVZ9a1MCYnk3Qa1CEpVJ3SNiS74XaJRU5PMEY8JQ7798tncemcbPCAI19M5AfZkfJeblVfQTVb4eoPYcYlIMv8aMl4zKrMyn29/PodsYi4an41XoeZQCzJttaBrPsJUBEX4VWHJztcP0n9AsnQaZUqacgrpLnCBn3/ReBidsBN6+CbIz3tkiKPTKbd+55QOz6MHUrLx/RvelwAbMOISQHMo0dT/uc/k3fFFQC0/eA2wps3H+KX4POtpd8nKjkrK69Hlm345Q2ET8/QDEimL5+Gh7wuAJIkM2rqdOqdMm12GYtmcHp7Jvft6sgkPrrsLpYuPn7Efk4tyGHXvCnsnD+Zy8ryR3x/KBuiFVHcZop+MAv3iWKcT/ZE0tp/rmPLD/lbS7XwfsfbQ4f8/v9i/xPABUB2uPAWH4WqJYlLMqeNv54ji4/klIk/IOY4Cr+jiC5XHl2FmTj1+70Jfrrw7yQttWhqIY/sfZ8X9gpmWL/7LO6ub+PqHU1ctq2Rwb5emirG0Fw+msnHZQaUsnHZLJn+aIJQLJkW2/J1tGMAhkkMgB6Ph96WZgBOuvZmRk8Q7VasWMGgtYigW9BjG0gkXCdSkuIomVCyGItiTk9YACfvWMcFswXQGDduHJIksX//fna0d2OPZ65z+oF63hrlYbKURJcV3p46jxX5Fbw0ZiZJdw7jx49nSfUSrjvyDwS81+OSDZ6cUs394w+fyGaSTWkiPYArao+nwKwS1Q02Dma8Pf2JJN/Zk6q80g0uTJiR/ZmObI5sYNnEbKbkhCGSuuQU14ushyir+w1SWIRuYvbjkbwOtk1cwBujTsNnFuXEha5MuMtkMjGxUjybhJJASzpYtKhayDnIEnXuOt4tf5d2WzvH1G/jitXvsCAFRia2NXL2po857puj+CzWT48s4TynOr3vFn+G5fP6pzeydW8vSiqWXjQml5MmZkIM+U4LSyZndKBao3HeDgcxcizMGoQLVgUZdMkcc+FYCtxe5p36Y64YXMOkAyEu+DzIzW/4uPatAXo+7qB3GN35N4rzsCNR71J4u7mPnnu/YHIKPJSPz2X6iRUkZXhmoZs+t4I9qjNvXz9nn1TPSbXvMrv8C067aRpHeIVezarAVSSSCrqRHY9OJuLkSmE8UhS7MlJ0LmlAVDcIppS4PUNJSUMhJs1AimsMJDUiiiREKQFLqizZlBIbVWMDWJ0uzHoCKVWVcygSPVd5GUGT8KoNROK0+SKC7E7KAKeB6CCBaAIkHWnY9gJTPuHU6UUklbquTP6RP+6kJVBGOGljMJoEDLC4MNmzBfoANF1lXUMRWlhM+K9ubkMeaOHTdon2uMQbA4cvI24YKOPMB1expkF4RcpybJwwoejQ9PrnPgZXvpf5PGYxLPgh/KQLfrAPKjJcJpVeB0vPnYrLmllEHVNbkA6d7u0UfefHK3/MWa+fBUBFTPRLe372e+4iSBUiB3EH02geZSfW/18MFf0r1vgZPHehUDs+jFlqPJjKM0BF8VhQHP8+L40kSXhSFUSy251+Vvk33oBt+nR0v5/W39zBFytOpavzHYx4HP9775Ho7KS3V3hJSkrOo3b0bYwb+3MA+uVPKbxpOqYKF57Tag553CGrmpoJH+UUF2N1Ovm4WDznOb1JbEjknDUa7+UTmder8fSGGBMdI8EbgCpL6WrCr2OJoVBbpRtTvg21QCyCYk2D6CGh/XW48nJTqVg4JtqDXxlO+1ftfwa4NMpmPk6a8AYFCvRJizij6B58tgXpNn1ON33OTK7Bh/1+nhlGyvZC4yp6I71IpjLeC+Tx8IEe3u4Z5IM+Py91D7Ls1Mt5+ZTL8c7O6MCUjc8Al0A0wYm//4xzHlqdtd1QzUJB09B5/0+/Zf82gc7zK6rS2kR+v5911RMJe04nZp1G2H0WlWoARdJJJCzcPOmngOAQWSzHOWHXeqYUeikpEQNrSUkJl1xySZpELzFs0HdHQ1QVF/HC3OnMH6ZQGzOZ2T17AWrKY9QkjcGQbZxXUsCifA+5X9HBZxSKF2p28WxKXaXpfX/my0wIf2zuojGVo3FUjpM/LppIzZ4Y5lVdVPp34Rh89ZD7zg9/M62FBKDJbZyy8a9gJEhaSnn5lMv4dO4SWhfPRHeI85w5KpsP5fzTz0dO5TS4Jxdzy2JR9j5//nzqcusIm8KsKV5Dr7UHt9nMY0eMZ/mssVwU6UMxDO5tuZOlU3/GG9FGmkOZJLy1Df2c/9fVbG8dZGe7mHjnphLZ+h0yu1MJuQ9ePJMvfnxCmg9FMwzO2ryPT31iEindL4DYDmUYWBi7mN8ceTTP772ZQvUA7oiBK6rz0lwn127bhp5SPPaYVK5yCvf3Q2PMaECpWebI8TmceesMiqo9fDDDTlu+ijWmc9HKAMdYn8fy3o3w8S/g1eugYxtT5OdQpYyHw0h5W9RhZH+KLGGSdGzJOMowVV+rIf7ujSeIpjwpRRGd0rjBaEXlUM5nKdVOvHUakj0VGtDiqDLYTRLIqQRXe9GI3/dEBrJKsvvDoq2iZDxmOgmQNKRhKtc1nrHkmvPQUp5IXTr80BfVFeKGCq4STCYPdmumWkMzJPSDQnq7O/xEe5uY0hXht502upJi30/3melOSKwKqkSxgHka93xUztYDA/zkVaFGn+vUeWDjA0SSEUaY1QOVR8Mlr8CcG+GCf4rKNZMVLCMni7NmlPH57cfzt0uP4Omrj2JKuYexqXL0uq4A0WQ0i/JgVMrjYi5yMXbMT8nJOYumpukATE4RE+2R52LIEj3xf1/J9z9qOzK5kUQGDtlEtqoU3TyDsl/Ow31yVZb6+r9rxT/5CXlXX8Wovz+W3qa43ZQuFVwv2tb9uK5tpP33dzP4xhu03fpd6o89juBqkcuY4xGh9cLCxUiSSjjcQNLbT9FN07GOzvnSY0896WQqU+Bl4jHCk/L5ePHunzG9nLJ75uKcU4q1NgfJLKMNxkj8h7wcQ5p/5hQQVPPFODfEjaMW2JEPE+oyFTtAAj0octz+k/Y/A1wCVhs+h4v8FHB5d3cH335tO28Nq1dv9JgJOzLx0hjw2WBmFRvIv55kyU84ZeovRuz/NzGB2HVZZmtuZhVWXJvhgFnX2E93IMbergDR3HImzD+W2uNPZtHtIgwjx2O0bM+4FLe6vAzkCHf9jtJq2nILMWQ7/sIfEM45h2OlTwHo7y+jvV14IayKzNG7NzGmp42pU6dmnePo0aO59NJLsVgsnJfnQDJ0xna2IAEOhwOvWeWl6aNZceR43pwp6vM36gq98SQPNHfyTIdITjw5//BcCcPtkomXcPaYC/jxkYINc3Hqd0+199IRjWMYBh/1Z3JevlUhQGN1vgM5mOTYZR9w0fvZKyFFUzh2Uz5LVqzmhA0lzNotwEjYphFO1mMJC25ZW1y8OEkJvnn2eK5fOJqbjssuA3bYHdgTYnU+bY4TOeVyPmLuEcTkjEdqe+524q4S3CaVyS47ZVPKWFewjl3Rneiyxo6SFWytzwzcq5qbWN/s49YXxLOcV+vlhQuOoNCsEvHFaPVFsJkUjh9fmD4mwMbBEK3RjNeitDWGgcEWLUb3MCFICidQYO/ktJyfE7NqvDnbwZ4KM2scDpqfuRRSOlM3lObjiRs0ORXeLhVAo2gwhpHQiRea2Vgr4MElWweYFdjKFM9nw+6OAU+djUPxceJYkS8hoaOk7ovD6UBRFCwWCwUFBaiKgmSAOxJCMnQsyTie1OTfn9IxsmoGChJetxWny4L5oHJLEjqkci2sko4i9SOZbYKQDCARxu20I6Xi/6GOPhQtG/6EkymFdlf2inLIU2SkgKokxzIhJ81CLGEwkNCQUqBjKJRsJduL5DCJ7QHJASYxSCumTH6EhIGkhFBd28ip+TuFLguxpM6mhk4uCAT5yD6NJ5c8CcCGsMqvO2282GdnaU8BD23/Af1RURkzFEpsCK3nHzv+wb3r7uWwVnsCnHwvq7s389v1v83STjrYPDYTiyYVM3+M8MyOKRLnXtcVYK9vb7qdbEjkJ3IAEVqpqLiCiRN+yYBPjG1TEMys26XJGMA6u5tVPQfo6/uMaPQrylz/E2YY8NE98NBceOeHmW0Nn2ba9O475E+HTFJl3MdWfCn3y9c12W6n6LbbsE3JzB/RaDu7+n9G0psBstY3/QQ2ZQovpJS+kisVIlRVVxrE9PZ+9PWOLSucddtPOftHP2PWGefSHImxOxFHkeCU0QVIqWo+yaRgHSvGy8jO3i/b5de2oVCRKcUYPORxGbIhr8ohz9uspNsnOsOHbffv2P8McAla7MhWG4UpEh6bUydZ4cCQpHTSbmfBeBIW4fI3re9Bbh95M32m8TzR8+Vuxff9US69709c/tu/YLJkBtAtBwbSfy+r6+GLJRfx/QkLuLxfJ2Cx4XI62XzyN9g5bR76/JO4ck8bV3dFMApL+LxWgJDr8gepVIOc6jVxvCzioF2dtbz88svU19ezYcMGOjs7kWU5S1tpyKqqqrj99tu5/tST+d7uNRy3V8TWQ/19/P0717D+jZcZ67Ayy22n2mYmqhtct7OZ+5pEyaQikS6R+yrbGlL5R/x0Pg2JgeG0ghyqbWb6Exoz1uzib609NKRKt88o8HB6YQ4gyMycySCF8V5sMZU/zfkjeqSaUOO30XfeRjh4BJGCsdS0tTO5yY0rIp5Hc0kIZ//jTNn+d54yerkrRZDVLxn8aMn4dH7LkA32RrDHBHCJ2DNVNbv7RNWERbFgksz4rD5e9fsIx5MYhsFjXY/R6sxQ0jfn7mD53gzglFLl1Q09IUrkQaZEd/DqK69wVakXpTMVzso306uJiVMzDFa2ruTWDy4gt+PHOMJhzlobpCCgE7LIxGR4Zl0m/IRqgdMeQDFHePYkg+1VmRDYmgEVltbAi5eTm2fliiZxf/842sJtU63cM1olsKadnalqtHGo/HLSW5yZezc+y5/oL3sJilODb1gMbqPPPpvF35qI3RREGxJHTAbSytyqquJ15pFvuHBhxhvy446GyUVheNFRjgaq15pegVkPit1Lw8oi7WoHijQoQEsKIBAPIVnFbw1DJilZcEVUTCjk28REbBBHksDrNGeySIaFgwxtCGwEkVXxLAzdRncgRoc/imRkA5excrb0gDNFDR+SnMJLisgrGGofN2SQNCwFy3G6uzlmjADjbzaKcyjwjmNG4QxKHAIAlCW+RXDv3bTvP4rNLSOrKzRFVPy8Wv9qupLqUBZOhLlu+XU8uetJXmt47bDtDrZxaeASTPd7gNykGwWFpKQhp5J4bTYbmiaqQcayB7sMfbqVdzidm133c+6OPt7b+mPWrltCInFoXqr/mHVsgZW/F9VMXzwCXTtZu2c1DfFhiaK9dV9vX/2NEPvqBNGWSIy4PjIRdbglkwF27/kxAwMbaGj4HX39K0iUZXvggq+8m/5b7tGRZTMORy3awAA9f/4LufU12FfING/7C7FY18GHOKSpZjM1M2ajmkxpnqu5Oc4RXnHrJPGeRHb2YSQOD3C/zOLRJL2tQZLBeNqzMlSVJZsVFE8mFGr+EhZiIM1cn+w7hEfx/2D/M8AlYLVzrNfNudNFzshgnge9Qgxis5r3ZLU9tyAHxRfHtN2HutOH3B0dsb9D2VhDvPgrfEF+FzPhrchOqFvfPExxuWkZjpbvcmLyRToNiXemHI121AKWV03mnaOX8PHRJwMieTh6wikAfF/9Bwt6rmKpcQu3W19F00LIcgGDgyKc9PTTT/PWW0KPaPr06TgchwYYQ6q3JU5n2l3/xWsvMdDZwcpnn0DXNCRJ4tSCHABWDWRe6guL87JK4b7Mrt+1n6QBd+4TYRRVlri2PBOK+1l9e9qpfmtlxu1/5bwqFjnFpNlhKaY3MIZQ83XosVL8phw+KjiOedffRsUkAeZqHCnuA7uGbESZuncXRx13IrV2MaEPgaODraclQG5EHPcPmx5gb79Yce7sE/H6BeULWFIjcopCpn18sLOLvb697BsQKzlPTACyqCnERuOD9H6HgItbinKCaR/R3la2b9/OiYkg5l7Rl0y5/+DcV0/mwi8+Ycaqrdz66W0EIgdQEweYs2snU/YL12lxSjflyTXNhGIJLt/eyKINewlOOp9lM++g1V6IbGQm5mX2xfTigV2vIde9wvXHj8GWNBi0y3xSYuKtMhPXdHamdUJOHJUHPXuJGbOI9uUTbrChzftl5iZNOB2jch7echea2QHISBiooc6sUI+RSiQ1JBOSAWZDRUlC7rAhxJtrQ07lWOiGToxeJGXkgGUzKcha6pkpFjCngEt0MO1RwTATl0x480sZ4x2HTc7DSHEL2SwaJkWmPFcMih6b2G5STBQ785FQMBBl/7KkIBsWoimvkJL2uECpVVyTE3GOdmI4kgMAhI3M4KwbBh2hYoIJOwFNwZQCP9+tWML5cRHqfK6rglvjN9KRJ5LyHzrhIa6afBW+7omAQqJ/IboBkqkXa9kz6X3L5szKeMkrS/ioRazCH9v+GKe/ejrP73mepJ7kD5v+kG63qSuboRpAj2vE24JooezJqrZQTCy9wRib2jMTfX5SrMz71UG0YVIPeXn5bNxwOiXee/lRjVgYPCtdgZHyrq1lHpoWZGBgJLP4waZpYTTt35ywDmQXQuzc8BJndTqYd2Tm3n0t4NK9G/40Ex48Etq3HLbZ8j4/R6/bzfHr99IaDKWr4UacVuuTtLe/wMZNF9LZJcJuwSUauhWwjlzwqr3gtI1Dlk34nn+e3gcfJHrXMnKeV7G9GWT9hnMJBr8mAANW+4L8IaXCfEHxSF4b27hckCG85i32zjyC7j/8QUgmfE3rbBrkmZ+t5YVffkH7GiEAquZn3msAc1XGg2X5ijBXBrh8vTn269r/DHAJm62Mtpg5smYsUupBGSYFb3CQKW0NKCm12jvLi3hwchU/WTKBbx41isVOJ6ZdI1dCE6wjGVXP5QXOMZ5HQufJ9j6u3NJIXUg8kHhST3tcRnuauLHsb8xkI+fzHOP0Pfgcbv6mZh745kDmhf5nex/j2cXMhCBXSyb9HGh9HIDcnFnYbNkcBhMnTuS00077ynuyaPFi0DTMvR101GfcxG17Rdjj7INUYO8fX8G9Y8vRDINXu3z0xrMTNQ+2wYMqSQzDSOv5DDeLrjFmmDek0uvgpAIxcR2wlXPbIVhBjxtfyBnf/zGLrvs25xx5SXq7okl845SbMFms1AwDLodK/uppCXBUy+nkU0RrsJUL3rqAf+78J8tbRDLwRO9EZqfKulV7E5/V9fB2o3gGUyxTOLH9RGZxFAAJUyZvRxDaGcwzNaEOq8Dp6+7FCCaR1EHMxlYiiQG21/0cX2AncS0Tc7ZHMjIRM6cXMSrPji+c4E9f7Of9Xj/bAhEea+3hUY9IQPxZw8OcPSCOP2h38jf9UrZF52N88htCGpQfxKj7WUHmXs+126B3LxEtwzUUS46HSefArKuJnf4wDz74IH/9618Jp8IXdiIipKJlAOFQSWRMh6jhwG3Y0OMa+TEDV8KgBBlVyQwnfZE+EkYQ2ZQt55FrN1PqUhDQQQbFBNYckBSMZJTBiGhvaDZiihXJYkOSJMJxDVJgwm0T55JjN1Fb6MRtTyX6yiYKnHZGucvTQqQei5vqAgdOi4pFVdJkcvl6AmdUeDsqpB4KpQEqpS5sxJCAuA6JpI5hGETiGnFNZSBWQFVOFfmo/K67h3M+XMpR+x5gnCRA4mv6fC7/xMYv39rFGQ/UM8Z0IV3+7Ni+Ym/G5N6OvepPjB+zG9W1I+v7Oz+/kz9s/AN/3PRHmv3N/Grdr5jx1Aye2/Ncus2Grg0j+nv931bR/efNtP5qNYnejCfZYVEpyxGTx4ZWcZ4PHPsATxwtcjV6VB9d4cyqPy8vj3A4h2CwiGvKC5jjyV4crUFQMvh8Xw5cdD3OmrWLWLtuCbr+5ePIIW0IuKTI6T7t6Eh/5Zv7ffHHUKgoMgB/PQbeuyPz++ggLLsaXroCMMDfBq/fdMhDaYbBPfXtaIaQF7ntg+cyYpAHWSg0PDylo6puco44keKPHiH/Lz8d0V5KSrg0kU4Q3Zmd4GzpshGLdVDfcN8hj3Uoe7ytFx04tyiX8w6h4i3bTVhqcki0rsdIJOj76yMMvvb6197/6pfrCQ+KPju4R7yLLV1hBroyfSrv/LEU3jSd4h/O/kp+HNWb4dT5T9r/BHDZW1hBe04+H73fyIL7PsHdnKLlNgzm12/D4crhJ/lerrI4uXmMcOFes6CGX589hSOqciGmIwUSENUwr+nGvLqL7ztzcKsyNlniBI/OkcZqxkZ3c4H0Ieca/4+99w6Pozrb/z8z24tWq967Lbk3uWJs3OkdQgiEhCT0QEISICEhoSV0UiihhtB772AwNjbuTa6SrN777mp7mfn9cVa7Wks2piTf9+X93dfly6vZmbNTzpxzn6fczwsAfOAYZMn6fXjDEdbveY0xyaJjHlv8acL5XRB6EgDXYQKrxyOOTU9fhizH/YgpqVO55pprmDzMtzpjxoyYVeVwyMzOJruvBUNPGz1NDbHttRu/wNXbzY6/XB9bPQKclZWCQZb5d1svl+1tYsWWalb2ufAcnOoKIwbOJ9p6ua+5m/ubR4pd5TXXsOWtVxO2DbQLK02/Pr5qmJIviN0fThyPRpYwWqxMXrKCU8aeGtvnqMw5zDzhdACKjAY0EvgUhY4oYeoKhHi9a4BgRKFhZy/mkI1biu9lScESFFXh7i13U9VThVbWsih/EZWZItVRY27i7fq3eGmvkGU/Ol3oIOQOjswqkbQuKjRdZMlukLVMmiT813vb+lEBa2o8dVQT6cfieDHheIexE592EIexm/xyOxctFFkFTzXGazrd3tBJTUhGq0Y41+RhbLYdAKfJQlDW8pphNk80/4gPH62ipHt0k7A+ojLNOYjq7senzIlt73+5Ft/ke+Cke6mpa6S3t5dIJCIsFLJMkjY60YSGWbKiFhevouBDFenOYQXJHybfp5B+kJtuSKkWINduwqLXkptsoiDVjGWols9Q0LpGRzgpG78kEVCFNdCsEeq6XVHRukA4gqoI4hJQ/MN+x013dOI1aASRteqtjE0ZS6GtkCxzFma9ltIMKxXZSUhRoilLGiLqkKVGIlt2oktKR2NJxRjVV2ke8LK7zUWHU/yeWa9BkiQkk53yUAgJcfo3G59jhiRWzTXdbh5b24A3GOHnzwn3YnG6Fp19A6Cgs2/muOLj0JjaadM+iSSHmZA2gWdOeIZ0UzrukJvHdz8+6vO8bOplaCUtnZ5O6p3x4q7BAS/mVsHINIrMgc1VRKJB1B/++wUMLuHWaXd6uK7zJ4x/MYlIh1g49WodtLvjMStDVbL7+/uRJImrhllKAVqlIjrJoaX137S3v8Kh4PHWEwh04Pe34Pcf2gU2KoIeIrtf549lV/Cbcb/lQOZs9lrjKcG1+YvEh56oJX33q6Ko6YYHIRidYFfeKAJ5e4ZZ27t2gytOgIbwSZ+LGm+8T32ePI3BLU/CKLFEHk9cbkCrtTN92pNMmfIQaWkLSak8LmHfSKroRzaviL3z7xPnkhYtR2F0iPGuv/9zAoEewmE37e0vEwqNLtimqiqbojGZ5+WkjZ6JhsgAUj3xcdiz9vA6M7HzDSt0N8YXaFK3uJd9QYWtH8a1oSStjL4gadS084MREwP8/11FI7F27BTUiEpdqwgEDdYGOH7bWk7fvobrzziF3/7qF1xeWcJfjhpZw6U4zYIE6Df0YFjXhewKIQ+GaR/w8vns8ayfO4HbM6r4Bffg6zRiyLqZ49W3ma4KgauwRuKdxjrCfdfxq8p/cvp0H9MzhQXBnieE6Ip0NZgUseIu6Q9zi8nO61PL2DpvAuboKnUcwgqSlroQuz1epynJOhFZlhk7Nl7sakhs7kiQkpU9YtuOj97ljTtvobOulrmbhPWh0mZGL4tqqv9qFebr9kCI86vqubZm5MDT7E9cSf6uppW/1ItB4aSMxGC4FWveomrl+6x8/J84u7tQVZX+jqgyqs4e2+/fF87m3auO5qdHJ16fVtby9PFPs6RgCb9fdGPshdXJEkXGRHfRjQfauGxvE8eu3ccn1giqTcvs2RP46+K/cmKpEPWalDaJp457ijEpY8hPyifDJNxbptyX8ardSKoWXWCc+O1eGUsouursFtVMJTnELJOwmixdtoyyMjGoVneJQcVqTzT96oKCNOY5xMqrLbmal2fezmuVdxGyeTi7Mp8koxZH8sgsrjITbJj+V7ZFXT9OkxVJ0YCk0mJ14/OGKe4auaJd0OLn3u0+tn+8mZBaiMowAS4F+p/bhxpRqa4WlriJEyditVpJSUlBjoqg+f0efMEwSigScxUFAWQJbaqRsBSJqseOFNEaTmxTzFrKMq2kD6Wrh6KDmFYQdF/YR7W/h/qo0GGSPomc6Erf5QuhKKrQPIkSF39YTDID/gHa3G2ElTBGrZEMc9xNqZW1JOmTRqZUq3HioqgymFIhvRyypwjVVnshlqjJ3xMIo6KKdGuIx1BpDTD7UiGgePa/mfOrV3jtp5P58KqjyUkeOZgvHJuLMecNrBV/RG9p4ZpZ1yR8Py51HFMzpvLQsoc4tvhYZmTO4MTSE/n4rI9J0ovn9uOJP+byaZczJ1cQ0D+u+2MsSLdu066E9vZu3caSl5dQ07afifvzKFCExVYbSmHRwEzU/iCDn4n+26sT93AIw4kLwOLUJJabXYxT98Rc5b+W7uf33MWu/b/HHxi9nIB32ATv9TaMus/B6Op6l/4Dz8Dd5ay3T+GR/O/xjMfI2eNuYn3ytNh+NaZolld/vbCsDNeYadkAA42w/ZnRf6Rh9YhNK6OimRfmpVMa6CQsa1mTUgnPnBFzLylKkKamR3C7xThdVnYts2e9hc0WT5DQmhJF7kJZot/47n0Tf3U1oVYx5iWfJhZika5ebMapqGqEzq43aW5+jH37f8uaz2eyes00eg4K3m3yB+kKhtFJEtNth1YSlk1B1ECcgHi3bD2idOTeFjeR6HtuliE5WuCyO6SMUNA+Ugy5iiL9/tg5ON6tp+vv276RFeY7QVxemFLK3XnxCVpF4rPMSayaMJOs/MMX1SpMFR1AUlSkYYVxmvu9ZBl0ZBt0DAwIIuLrM/JBTxn7HBX8htsocIuX8/b1cVfHssx7kSWVqp4JVDumoUqpSBIs37uGe3Oy6NjcxZ/f2MOjb+0nz6jn1Ew7U9TtTEIMPvaU2SRZ46nUQ/LgkyZNYunSpfzwhz+MpTwfCexZcYvBmFlzGb9gMaqixCwws3es4cLmXTw8sRiA3W4fdb7EmJFXuwZ4pbMfTyRuednrPjSDvndcIQujugnaUJAk7yDugX52fvQuHz1yHz6Xk4DHA5KEY5j7LNWiZ2Ju8qgriWmZ0/j7kr+TZ00s/FUWdRft9YjzeT2aRbZPCfHeTAsPHptMJxFkSea2o29jy/lbeP6k55mcISxYkiTxo4k/Smgz5C3m/rVi4JaQmNc1j7mtS8nqWI4aEb9XlbyN3Lxc5s+dTVpaGp8Fy3ij3Qoo+DWCuGQknxlrU1IlpnYsRkWDy+TBK7kJKkE2dmzEqNMwpiQFNUmHrBLThAFo7nqPS174CEeLmCDcRjMf+meilVRUOYLZ2sW8shQuyEnjAluESYO1zHDt4ZS9rcztizCuLZPeoIhp0WaaYmJXalAh0OuhtlaYvseNG4dWqxV9K5rlo/H20tHjJBwzE6vo8WE1aAnpIjQY2mgzdCNbtSOeWXiYeyB8sKtgiLjoxaDmDcXN0DIqWaZMTHoNOo2MoqpUdw3iC0VQVdGngpEgESVCr6+XvTv38sCfH2BMyhjmzpobq4F23XXXIUkSZ599Ntu2xWNCdu6qYsWppwviIukhpUgQEUli27ZtVFZWkpFkSFC1HYLdPCyGYfbP4PedMPF0UVtmzDIqcpN558qjeeSHlVxzbAWSJAKUT52Wz4UTL0SjUbhvyX1kmjOpSImn6BbZRAxXRWoFdx9zN08e/yS3L7idbEs2Dy59kCumXcHPpwt5/t/P+T1J+iSqeqt4ueZlVEUluEP01U9twr0yxz2ZJIeB958V7qW0aLTSwqTjR1xTr27gkBYXEO/Ho1PKuIE/MoMtsf0apVKaKcLjHj2zx+OtG/XzoeD1NrB7z1Vsb/4T4bCbT1LjFsIOyUy7Ma6NVBPWgb0QUEVF9tb4eVG/Gt64HCIHpd/Ovlj8//ol8NaVsc2qqrKqX0zyS7pWs6RnLQCfps6FhjXw7q8A6Op6O8GlU1R4MSZNykirTEbctRaJZhsF6+tpvVy4qbS5OeiLi5EtFlBVUt40Iw9Cb89K+vvXxo4Nhwdpbno0oekN0VjEaUlmTJrRp+7I4CCD7zwNgGS0gVZLuLubUNuXZ4J11gvLXOHENMaaxTvdFVJwK+A7yOV5pNCkGEAWruaeDR00vH4A9+dthDo8dP19ZKzWkeI7QVxm2q1o3PHBcVqBnaTCVBxGC/c0jr4iAHjz7lvZcN/No37X1BdVrK1dT0+v8BHWSjN58v06NrUI0beZepGaG7Kb8WLCjwGjKszWHzQu4f3dHezpEYQqJDv5bFN8ZfPp/m66B/38KsvHdYiJRa/PwGIeQ2bmcdG/09HpxMQuyzILFiyIre6PFBZ73A86ZdnxLP9Zop9XVlUqqtaTH1XIXRPVGBnTsJcHN7zO5Gj15J/va+bX++OxGVWDoxOXH+akofR28zNHK+NrdvCbnSvR6OIDfvOuHfS3i5WHLT2DX58giNlNp4ysUH0kmB/Vjvmg14l7FJdWv6zydLtwHUqSFHMnDMePJv6ItefEB42Itwj3sODM5FAyxe4SJshOzGEx2TbYGrBV2pBlGZ0lmUZFDPiyvpcwPkxaEz/vPjbWRkX3HFJ94xjI/jN9eX8HSZz3tm7x8sq5UQLd70fTFp/IdYFqtNYaJiWpGEJi8Gi1yUSi5GJm6r85/icV3Nn3Gne+fyIrt/2M97ZfTrYcT99WEH3IUGon61eVsayA1upGAoEAZrOZrKy4S0CJtq2TIuThiG2XJRf5Ug92sw6HX2z3SQG0oWEZUVEMdxWFlIMG94MsLsFhk0xhKIxeVZEkCVvU8hGTq1flmAWl29tNSAkxefpk7r/3fi6+WExMQ0VbzznnnFjdsxlTJ4OjhVee/TeqorJrzx40kobIsGrnQ7XTtm3bhk4jU5ZhJdced9lqNXKsiGR848i+lGY1sGJiNlcsHkP1Lcez68ZjqSxK4RczfsGac9awMF/oSl0/53ryrHloJS3zc+ePaGcI0zKncenUS2P9tiCpgKumXwXA47sep39tI2kDVvxSgO0TG3FqxPv7UMMNnNkvZOnTosO8ttc2ov1erWNUi4vT6eT555/n8ccfR6PNJClpMjN0iQUFGynB4x1dUXd4LIjXWz/qPkNQlAAuV9xq1FeQy6flFwDELNLD8UhrDz35UQG65g3QsTP+5bq/idpKOgucEdVcKV4Ak86K77PtKagVluZ6X4AWfxA9Kket+hULHVsB2JoUXTy2bQVPLw5HnBylpMxDalwLt+XDn7Nhwz9j32Xc9QcUCzh+oKKviFvJh4oxGivGIUkSuqJofaw3t5L0pgaHczNOl3AtWq3C2utwbiEYjAdvb3SKBc3sQ2R9qqpK2y+vxvmGUCCWk4swVojMU9/WLUQ8IXy7e2MK3AejtXqADK3ERJef4mipj7qAePdcvV/P1SNpZDQp0Zpxb9ah2zjSVfd18J0gLgD7O4S57+KFpbxxxXxujqq+3tfczfphWTMPNXfzvR0HuGlvPbWbN+BsqObsyaksG59YqbKl30tb9U721MZX4+95RMbAjp5JKKpEpU505h5rLr/mAW7gThRkqoPlVA+M5fPaXhpdQg65IKmNj/Ympr5tauhH8myO/T1l8j/FgG2bwszKV5hZ+do3vi/pwzKfiqdMR2c0csKVvwEgs1iQIFdPd8yMtz9qucjqaadhx1bmNcQDyt7sdtDj87Pr049Y3zcyHfL5KaX8oKeOx39xEY1vPM9Jn77CvDFjyCodm7Bf825hoUrNzefShWW8d9UCLphXNKK9I8EJUbfURoeHz6PCd0lehWvfc3HfGHHvP+x1HfL4ISQbk/nDnD8wM2smZcYVREi0aoUMA6Raa6jsj6sFrxtYxz8/q2PeXYL06NM+wVJ2LwC5mlz6a0LMaF1BZfJs7jn3Ft6baSOiz0OVLZwx5rcAbO0SA2VrdA6UOn1IA0Fk7yByeABdoBqjrYZyu0yyT/Rj1aKlQ7UD0BPUiQq+H/8RhomYVerjWhJD0GWb0aYYMZSKY1sao9LvBQXIskwootDh8FHviGchaKN5OH3abvq0/YTkCBZNCGWYlSQS8iascBVVSdAaSSAuSiQe9ButSzP0fY4qYVHVWFtpVv2IGipDZSb6/cIikGZMQ5Zk7rjjDurr63nkzhvA08OLLzzPxeedIaoae7rB28uZi6YyeZIgyDIaVCXe9llnncWMGcOK1Glk0q0GStItGHUailOPvMjfEPTaONnRyBqSDXHr4oysGbx3xntsPn8zFalfTSDtjLFnkG3JRnEFcXwgSMFjWa9x9PhFPJz1Mg2GNtyyF78UoEvXh2IV/b87GqujTY8TsoMtLmazGZNJfF9dXU1LSwtdXV3MrHyRc+c9waRhWWJNlOCpfiHmfhsOjydOaLyeekEADpbp3/okgZ1P8MX6xezZe3Vs8+dFFqp9IWRETZ0h3DImbm09Oz1acPLzeyESoC3bgDMznYFkLT6DDCf/DaacDZeth7OfhMI5QoW4OEp4Vt4IqhojA5UMYFH8jI+mw9dZSwgNPa+7ynC1fxy9P6WM0RwNL10AagSUcPQcRB9On3saE7fuY94f9zPpyldJu/SShEs2jhNjocYSD2q1fBEfazQaK7NnvRW1tKsJ7qJNDnGuc5JHJy6DH3yAZ9262N+yNRN9aZS4VO1i4JUa+p7Zx+DqlhHH9rYO0ljVyzSzBn1ULK4npNAT9UI4e/1fS/123bp1vK/fTpBEq6u+yEbK976+MOCRa//+D0aHw8e+TjFpjc8RfsbTslJY53DzdHsfv6tp5d+TSzjgDXBTnUjRXQP8KDWLzP4uLp+go2T6TD7fsJPmfi+/X9NPY5+XZ5/6G5VLxSq+uS6Xbl866GX8Wgv9gRSKjE3owyGCWh0uKRkXydSpY3iUy5AkCVWF5kHxshUmxeNETpySw7tVHWyo76NIFubd0pKrSU6OSzsP//xNUD7vaDwOB0VTpiFFA3rHH72IjMJisNm56ZYbyeluwTfowmxLpjqaJZXeL0hW0Rcf8sEtJ3DZ3kYafEFu+2QN2c8+wJaf3gAaLcs2f8zKWctZ/MV77H9+L9ZUIag32NeLRqtl0uLllM2cw+qnH6dxp7AubHhNBDen5uYjyxITckeuBI8UhSYDU5NM7Bz08etq8UJmOcLMmJ7F9Gw72rpWarx+GrwBvIrC+z1OrirKHDXl+5xx53DOuHMY8ARp6vfy/lvdBHqGFSyUNeQmz2SxaR6vJtt5TTHyRu0B1FIrmsZeDJkfx/aVu2VcwW5mt57IxdccQ0QjUZsXt/4V5c2AWmhwNrC1v4OmSBgUFU23qA1kqXkNfdpaZNWPZDpAo6MRuymdblsqqllLa7+BbA18zhyaalr5MRKrmYOGCAvZjF2twiurMGxy1mWJAU+bKSbhth6x+snPz6fXHaBnMIBqDSFp9VSTzxi5nYGIh5AUYEAdBBX6AGN/NbpIONafwuEQmsFuMAvrXjgSRArFJ7iQsw18LnB3g0YvLC6yThCUSJCQ34kUCaCXot+F/YANoxpgAvU06wpxhDSY9VqMWmOs0rNB1pBmEv3Nbrfz6N03ctGvb8DhcnHJWSeBswVkbWxiVYcneEsSamSkhe5gJBl1JI2S5vptQJbkWPbTV4Feo+evi/5K1eOfYFD07DHVsSp9Kz/PuZ4bk29kVfJmzFpzzAV3suU3sNVAH4KQpn6/An/1AN0tbdTQRLY7TjolSWLChAls3bo1tq2vr4/8/HxkGT6oLOeVp3/OLyuuExaXwQdFWnJGfBJSlHBCXIvHU4Py2BJQ4dff24EqafilcRfBPb+jJT9R0AygDbHoLDaonJ6ZwgaHmxKTgZ/kp7PL7eWlzgH2qxaajNkU+Tvpt+vYXz4UX2JHL1k5evJZ4mlnDSvJUjQPznka7q6Arl3QsZO9HqF7MiUak5M/4ywsERlPRKF+6s+o2HQPERk89AMS043nYHzt14kn7OmGAyuhYpgrLuRH3vFvMk6aTv+jKmpUSNGkqYOQD51xmIaY3Ug0egybZSKBfdWk2RcxOLgHh2Mzebnn0BMMUecTGW+zD0Fc+v4lMlENY8ei+LXoiheiSRfvoW/3LnSeYwBwfdhEqEO46hVviJQzy9n2YTPpWglzdKGgTTdRdEIJcoeXtS/XEg5E8A2GMNsOXc7iYAQCAT7+WIyJ9dY0xrnjxgHzjEwcWV/fbvKdIC7r6/rY1SosABNy4qua35Xm8G6Pg/0eP3M37Btx3IGSCehDQbb330/Nuh7aP3TSV20nd+JltHvBUyFehjWNc9m3txIMEpF0I6apaXRE8kmnnxNTB3ndFc+MeUL7OzokG2fMknhvUytNruhLmNzGojESZdnFzCpO5d2qDlbt72ZFmiAudvvsEef3bUCWNVSeeOqI7T2pWZy8rRb3ST8mq7uNaS1tLKiwUusRq+H0ARGV7ujsoEIKc1lBJtfWtPKcJZMpC04mrNFijYSYtnU1E6o2oA8F8AJepyP2G2Uz52Cxp2Cxp3Dm9Tez+pl/seXt12K6AuPmH/OtXOP1pblcuLshpuCa6YxQsSKLZJ2WeXYrnw+4ea/XyS11YmVp12n42TC9mYORYtGTYtEz4aLz8Pl8vPPOO9TU1vLh+KW0pieuvCPR8VobStQKSgmkEDT0k5Gch06vYf+gdziHoE/RMiV9ClW9VfzjwE4gG8tgGNnyOZLNg0bfhqwKEqlKIT5I+oAMn/gxfbKBviYjQ0aht/MX8YVxEub2CKneQQxWG3eUnUxysJZ/7FqJM3w5AIEUAwZAFyUuHR6RxZSfn8/mxn6s0QWVFol8jPRHLGT8S2RdjcytOjT0wIQv3SuOEc7PK7eANRMGo8Qq3IIxeRw2o45QJEwfYFBVCgJ+5GFk5KyTlvHwk8/z8ZqNXHv5j8XGYfE1ijUH/ML6IAGSqqJG3VL/2zDRPgGLS7gRHs98naLkopjoHcCyomW8VfcWAKk5wpzXpwH7KWPQ5VnR5ycR8JpQXlbp8nYRVsJo5WjpjBkzEohLb2/cXaG1pFFZKhZVzRTTbzbx4fvvUnlCGunpggQEAp2oarRIpWwkFHayakE6/Z5cnu8S4/Tnqspt+RY0JGqMmLRZdITFdWTThk6ezr3j4iUX/jG+iEZfkE1OD59MuoDUlg1YkpzIxN1YQdWNw7EFi2UMWq0FWR7m0jOlwPiTRCbStqfYk3YeoGFii5hgpeyJVDiMbHN52VewGG33Pxm0aFElCb1sw9AYvy8cfbWwtKy/H3a+kEhc1v4VVt+OBGiNmYQ84t4aqYZVfybD/glKeRmDNR5w+Ek1zKE/sJHktXYaHjoT8yUnw1Rwu8W8tTFqbUlxO2nauwf71KkJ981fXYN/1y7Q6Sh88t/49vpwvlMP0YK9gX37UdVPCe5/G9NRV+MbZvzybOmkeW8f0w2CSFjm5pBymkhkSZ2Qxo6VzbgHArh6fUdMXFr397N1047Y3z0ZMm3tIUoNMlkmLTmT0nnr7+sP3cCX4DvhKvrHp7X4QhEKU82x2hwAqTotj04sxnCQubncLMzN62Yt5dUf/Jhk6XO0gf0ULuogc0ofK/Y/Tbm7hinpwk2ypW862yzC72hMNfD2zHKCOvEyTQp+lNB2S0RYD65YNpYL5hVSEvbjdGYgEeGGJdXccNIE5o9JI91qQBupIRTqQZJ0XP6Sj9++WoVyCP/jt42VfS7c0diBrsw8ftId5NyddfgUBW0kjN0V19/orKvlvNw0fpYvBqaq8SLrKbv5ABKQlmRltKG/YFLiyzXzpNOxpok2SmfMImfsN68hAnBMahKfzqpgil4MUBUOhayozPdQGYIh0gKwpn9wZCOj4N9dDn5woAvz4hUkjzt5BGkZDuMw2W9r0EqWL4ugoY+UbHHMnoOCmZv9QU4pO0Wcj0u8hldOTMGY/TaGjE/RWkW2j6/1fPSqCZ/WR5o5ag3LtjCgs+I2mPBp9awvm8Q7eYt4Y9oCAhotq7KW84V9Ou9nVhIwfsFeXR8vEGBbV7SgYaYJD348ih9JksjLy2NnswNQSbHoKDXp6Nf106N1HNF9+tYR9AkrSdQaIUsqmcE2jL5OkvwuyoNBykIhDKoKzmbw9MasNzMmj2Pl5xtZuWYjpBQnNKsaE7PdZCAySlzU/wYEm13oIhoGNC72mxoos5ehkTWkGYUF6uzys6nMqsSoMbKiTNRWcygKplnZMaKWZkpDL+uJqBE6PXFrYG5uboL8Ql9fX8Jvly7+BakRD0HJwDrd0XRJK7n//vt5/fXXUVUVvz8az2EspLvvdH7PnVzJwzxs+VmsjTYpn51MJ6crhN0RdyXOPuojlEyxX2pgJ+HwSMXbobi26y0ncum4W/hl/p9RDprKtm0/l7Xr5rJ23dF0dr6V2MAMET+jbnmcPW5h+Zjojrq2siZTES1QuCnUR2Ohmb40MVnb+31IO54T+33/OVj6J6GHBHDgEwhHXaCqClVxCQRFibuCtI5d8MV96CwK+TNq0aaL51VhvY7589cRfGgVAN6Hhbidx3MARQmwJerSynb28frrr6McJCo38IIIxE5avBhtaiqGYjEPhV1mZGsSajBIoOoF1KCHwPB6T8Dghg5mSSpZOhm0EtZ5icuU5Khs/9YPmvjwsd14nKMLfg5BVVVWPrGXPXvjcXY9Az24Fdjpi/BGuJqnXniO1vqew7RyeHwnLC697iCyQctJU3JGrJ7mpyTx7oyxdAbD7HX76A+FqdR1cEddHQekCspJtMTkzunGUWfjNPUd7EYXIcVIdf8YwlFz84WT8qiwGEm2lIADKnwvczoatOZy3glMwxclHql6LZfMTOXR7R10d00mOflT2ttfpLTklyQZdTxzYQXrNoug3I7AXNY3uPmizcvz21o5fXIOd589NUHQ66siEg6x7sVnSM0rYM/qlUxYuITJw6pa745OpLl+N+1GMRBscYmXONXRg6yqFEyYTMveXexft5qPH7mfM888h1fdBgZswiUwa+daCidNYfnFV7HqyUeYeMwy3r73L7Hf6KythuUnxP622FM496Y72bnyfaatOPFrX9toKDYZuLlPz+crO5kyJSNWI2h5mi2m7DuE7YPeQ660670B9nl8zEm2cmtdB0FVZavLiylLC8OK6xmbdmLSPYM76SJCSeV4k1NJ7oZ/znqM2WOmc/ttd6BoA2jt4iXf546SDp2W3lCYFl+Q5ROO5bZtj+HTCBNqZ3ei3ouqyoQ9ZWQE0mkztpCaKp5PsxqBhQW8GM7hxD3xWJagTk9DRi4OJU7em0qPY6WumJe2tnFpfT+LKjLRphrp0oiVb1ZGJpqwxOzaLjQFevzhHvxqCi69G2Qjey+J+9j1Si75Sgv1B9UgSo9EyIxEIGMcfSEPXd4uTDoTGcYMmgeb0asqY6Ly441aLd6oi8msM2M32Gl3t6OTdYy15EFfjbCSdO1OsJYQcIl/QILjxtsP9IPbwCvvrOScU1aQlmLnkutvp+77l4rU2Nj9TFwUWLQ2gm4/2pTDi2j9T4S/1gHADst+VEkl1ypUbl846QVaBluYljmNB5c+iCfkIdWYjiztRlGhzx0g0yYmZlmSSTOl0eHpYMA/QH6SiCeRJIkzzzyTKVOm8OyzzyZYXAA0OgOXjx3DrfUdvMb3uDvvKtpaJ7Jz504WLlxIMCjet3DYxsqWbBpThU2tn/SEdr4ILOGaiWcR3P4s+ywDWMpOQqOx0BS2AW6y1Ga6u98jN/d7CcctTE3ir03xeME+NYn9jGcCiQJvqhohFOpn3/7rSU09Gr0+lc1OD2+Fx6CZ/VfsnVtxaZPQKSHGeqMuYWsG4yzC2rzb2ctSQJZ0lDS4yG8bRuCK5gsRn9zpYM0Cdxc0rhV1pVo3w0CDKGXx8y3Y5McZeO559MlKQhwagD7NQLgXgg0NJA8jiwBaOZmw4sTtqWVH9KeHavHt2rWLqVGrS7C5GcfLgoyknC9if3Q5ViS9BjUQQTLlg3vYPCdHSD2/mOCB/QyuNyC5Q6RFs+hSThkTcykPIaPIRluNg8Yq0Q+66l0s/H45kbBC6fSMEeNob4sbjzNIOCMeWzjoc2AHvNZGvOYWmlogknzkbqeD8Z2wuAzh1Gl5o26flGTG88R92P5xE9dkarA0/JQ/8XuK1TpmeISr5gNOoMOdjSRDcvEgeTOikdCamYSjaZgYZK6eKF7uErvQ5JCAs6VXuXPqYm4eFjx2X3M3e6OMMzV1MZKkJRjsIRDoxO2upqvuFIptLYQVDbfVnkIk20RgQRbByjTe2NHOre/GO5o/FMEX/Gorw9pN69n81qt8+M+/0bp3Nx899I+E74csAD/x9/Kz5+7F7IuvbHI7m5E1WiqOEhkQe9d8ymBfD58+cj/HffoKVreTpZ+/TWFPKxOOWYY9K5vTr/0jeqO4Z0OxDw07tlK/fTPhYNyHbsvIZMG5PyIpLXEQ+zbQ3eDCHFTJr4hnUhWZDJSYxAuSFq3r0RMMj0j53uHy8ot9zSzZvJ+f7m5k4aZ9BIdNdL4oaTm5OkhBfwipyY823ElqvyioFzSUYAqms+Mfgzzz+43ovMJ92OGuobu7m7W9DiBewLLFH+Qne3vozLkLAE2wlXcPvJBwThFvCSZFQ4pXHBPQNMRfWFkipNfhKB6XcMyWwhSqM+MxQw1H38CcUnGvN9RHs6s0Mr0msYLLsWfR+l49/cZaVFQCBHBHAzBNWhNFShmSzoLJnE5xTjZGczqFaDFoDag6E6rORNhoE4G2qoJHUlF1JqzmTAzmFFSdiYDeTCS5gI60YjwGS+w4DyptgQFUnQmdMRms6ZA5QUwIX6a2astN+NPR30t9cyszZh3Ftbf8FSQN1113HSRF97NmjSp9HnF58Q1+efD2/zQE6hwAbLMIF+VQJe1sSzazskUSgVlnJsOcgUaWYkUpn1rfRJvDx86oyvdQwLAzODLYPi1NWAP6+vpGrPB/kp9Bmgw9UharWEpxQQBQaW1tjVlcerrDNKeOrPB9tiqsFpsMM+krWsxR5X/h+vTHyC7+NXM27GN1NLMxh3ba218acfzcZAvfM+9BGlYK48/SzWw1fI+y0l8zderjlJb8kqlTHsNiGYui+Phi/WJWtazj5G21PNrWy0OmGdxechEAFQyilySY+gMAxpkEMa9TizCby1h4zB72LPiQfjk6rpjTwWQXn2UZyqPCczUfiBitd0QKNeNPhuQ8Mq+9lszrrqPw/JH6W3oEYQrWNxCsT8y+yvhNEP0Bic2bT6XGK97XVK+wFr/70kvUPvAAis9H/5NPQTiMZcECLLNFyIGkkdAXRQsj5s1MaFeSB3E8+086fnsVwb3xBBDHzCwss0fqfmWXJMYgDvb7effBKj54ZDet+0aK5TXt7kWRQiiaYZmFkhd30gECSfGsorD+yCzfo+E7Q1yuWjqWiuykUb/zOh0c2LyevtZmdm2+C1VxI6NyXuRJpgVEwGg149kVEQ+4cK6Z7Eni1mRnLo21UzohHZNOdOqp6fEJo8H2I0ymQjyR+Mv9dHsfO6JKiRMnTsVsFmmaLtdOqnZdRjjsIkQmtzVdS++kUkJTU0Ero6YYUI0a/v1FIxvq+2gd8DLz1pWM/+MH3PS2WFEoRxBU2FU/Mk0x6IsWkAtHYoJtU1NspLj6KW6J7z9n+xps6RlMWryM/PGTEtrI72ziqpfvY8aejSiRCHtXx1fkvS3iJSyZVolWp8frdPD67Tex6t+PfOn5fhtwdIkJNyUnccVwV0UB389OZeWsco6Kmpk3OOJaKaqqcvneJl7s7McftZgNxcucFi0MCWDtD1K2c5Cezd2o/iwkRSYiNSGHHSDpyNYtR5ZkfIMhTB5BcBs7DnD2yvXsiVaFHsqCaguE2OCMn0O+duRLHB4cT4rsI80vJpB9vdu4oTQN2zBL3HaNOD99oBEAt6kEnzE++NRHNMwpFSRqV5szVrOnWxYTlW13GM2WbjqH1cxxasS5pJhSMWXYKE8eS7GtCK0sg9aIVVUpC4XJjcZUhKIpympgMBY4a9VZ0cm6mEm3W1bp94tBzqA1UJxcHIupAOLicSY7ZI2SGm9KjWUhAWDJhPQKyBRZE7fd/y8R16K3gCTx8ssvc+edd1Lf7UZNKydoyUpIA+12iuvVSFq8rsRJ2+FwjPz9/0FQwwrBdjG5n7zoLM4ceyanjzn9sMdctkhYPe5fdYD5t3/KqQ+s44l1Ddj0YlJyBUaSN7vdjkajIRKJ4HQm3iOzRuZ7ejHevcHZGHI/p3LmW7R++Ff80ZIWLpc+RlzGdMczWRayCqvqIiJpeXIgQqs/xFaXl8daexKELXOkLpyu7QkZSiAsQt+PPMZD/ISr1bi2ymORcykouoz0tEWUlFxJevpiykp/hYJEJOLmpXqR/Zeq0/Cj3DQqLEYWpFi5ecZs+NVeOPnvAKT0P4GkRuiTMkgfcxfPdgzw09YI5y95Q2QlnXCneA6qysMt3cy3X8DzWcdD9fvwwW/Z7fYxf/ZzPDDpWqFGbTSS+uMfsWP8CQSk6CL4jMcgaxJGm3hfPBs24B2mNwQguSPYn9DiVY30S8INfsHSRVRUVDBz4ybC991P9933xI6zn3lGwvFJx4j4Sl3hUQnbw52dOF8XNbaCtR+iuLtpCihkzR49ki2rJNHFmjqsInRnw0jC27S7j7BWXJccMWA0RIUmLe1E1DASMmZ34Yjjvgq+E8TlLHZx9TKRZjbY30tvc2Psu9fvvJl/Xnw+GkMEnTnEgPvd2HcTNHuwpIrJrpYKtmeImANF24DbsxdJ0hBIX4hi0aKYNJw2M56al5lUTNC2nC+Yzw3OFbT4g2yNulqSNDIhVaVGkdBoNIwdOzYmKtfS+hQ+XxM6XSq5FS9RnTsye2jWTNGB/vjmbl7f1sZgKExweiqPhN08uaeGf158Ph88+NfD3pMhEjEc9/34e2x7/y32efyoQJZey8xKQdbmbF9NktvJoi/ew+Z2YsvIRKPVUXhQnAqA2W6PffY44oy7ZY+I+MobNxF7TnxFXPXJB7h6RpYC+DYRDkUYHBDuGHtmYizK0SlJ/G18ITkGPTOjipPbXHHSsMHpoT5qgbm1LDdGbn6Um8Yf8uMrRm1vgGq9mPhzQwbKNZOQAF1AENTymcdy3s1zOfGKKSz72TzSi8ezK6+U6pwiJFXhByahRGocJSDoqvHLOb75eI5rOQ6dLAa3cyaewJIiAynBFLRo6fP38eBnJ5DX+WsWJovrcCZF022DNWgDI8lqoy9Int1EillHRFGp7XLj8XjoCTkAyFTFoLTbODJF0qKziGqwumECc0MrTY0enSYqwR/Vz/UHXCiqgizJGLVGiIQwRVfq/cE4Mcuz5mHRWSiyFWHQGsg0Z2LRDSObmoNMyJkThOBYSrHQ50gpFlYZvZmVqz7n7Euu45FnX+OVd1bGCjZu2SKkCpavWMHN997HPk+A1z5Zxa13CgvXvQ/fz2vvvoFG1hIK+Pnoww+FhQa47bbbYrou/1Pgremn67VaIp4QoS4vhFUko5bFU1Zw41E3otMcPvPpR0cVc+PJiSHTt7yzF21EEEZXcCRxkWWZlBRhZThw4ACdnYmaWPP9LtKC/TikFG7gTv5u/gX3Fa2gsUFIPLSqhQxYbEiqwvzaXYzpamF67x5S6acwamkY0lgCUeZiCHathrJUMTa2tT3Pvn2/o7n5XwAEAj34/M1YcVPJJn6oiu2uiMKug/SlBs0LuULzIg9zBVujNYNuGZPHHRUFrJ49jpenjeGoFCtYM/GH+/hi/WJ6Wv9JAeJ9qFaKeKJNkNwqvwo/fgcmCWHJFzv7+dOBduoiWm4quwLfYBds/Tf3F/6AOlMet7S5ubamldO31/KT3Y2crFnIrbPvgfNeFanacy8jKVeMWf6qKrpu/fOIZ6AdkLA/YsDucmIO+Cjdvp2pf/0bBVEV3oFnnyWwT1jnTQcF7BrH2Mn8+TSSV5RQ/NqbpP3sp2iGjd1D8Kz8A2x5kGTD6Fot1pR4cHPZjEzO/eMcjjpDBO/2DRPLBPC5g7Q19eA3Rws0hizoehJFYHNysvnRL0/9SkKqB+M7EeOS0bqVSDiM27OL9x+5kc4qiaU/FZkU9Vs3IWkVys9owGATq141AkG3DkOy+Dvk1zBgTGUgJGHN/D7ubmGyzyr8BcfvcxI8KhNUWDhMyl6SZI6f+RCPbT+A4nDzWGsPm6Mr6ClWE+ucHjptacwy6/EO9LN/9T7s44hVVU1LXchLXhnVqMEkS5SZjbG4k7Y0HRazjpouN/d8XIOSYUTJFKz11pY+Lva4eTigRe7qY0VW2qj3pDeqjPv9m+9i05svU79VuMRW/fsRQrZsQM9EqwlTko3UvAJoa+HSZ+5C1mgw2JKZukLEprh6RQDVtGNPZM/qTwj5/bj74qvzITN7JByiZY8QkSqeOgNTko2PHo67p3aufJ8F5yYq1H6bcPX4QQWdUYMp6dCD+AybmCC3RUmmoqo8EK2vpGn1cOfKrTx/6Vx6bckcaHZSyyC6qn4iaUZ8zYOsMolV+3STieuW380TjY+wetDHXqAlbCc5w0xyhpkTt9awr3Q83qgVbv6BXRxblI3X62VsSx278hNzacZrVGojYtK9ffzt5Jfk07ixkU0duwANi2yLWOkSolm9vk5K1S4gCaIrODncT4UpK+blT3O10WfLo8EbQJIkJuYms/ZADyvffxtvdxMRVSFJMWJTTbyNjzZDojCUXqNHfzCBAGHRSC8HjQ6TpEGWZEJKmGa9ESnq3rHoLCIdurcao0bDcFtSflI+pqjwnFFrZIx9ZBkOQMQHDGnFDAm9aY2QUZ6w27Lly1k2vQSCg4AUs8pcfPHFMVG6A14/nrDCxMVLWThtMrfedBMmWzr0i9RzGQ0L589nxbHHcscdR17w7j8N3+5evFW9eFMMKKtb0QBNW7pIWSQWUPp8K5Ik0VDVS1v1APNOL0MziuLvEH48v4SCVDN1PW6eWt9E64APwoK4OAMjV84AKSkp9Pb28u67YsH3q1/9CptNWGk8LicnN2/mpYnH0ydl0EcGZMIn6hSOp5mtlmkAFPZ1YQoHuUr2YdQb6e0tIdXkAiuxGmPDcVqmnZ/mZ5AfOoe+vpW0tP479l1+/nk4HGIss1jKyUhfyq8t5XT32Piw18WrXf1cW9OCMxRhUWoSrf4QLkXDGmkJABIqx6SOLr/Q0/sxPp/QNpps8tHsh+tqWukLxd2WEVVFI0lUDXp5sDkeXOrQJfF65jKmDe7njWFW+uHEDOBR41T+WDZVxGnlVaI1KRgzwvh7tKjBINqcHAr/9TjO114j3N2D8803Sd/p47zUN+jNzWXg2X+NmgihzcxEmz3SzaPPT0KfLzwRpgm/IdDYiHtl3EquJtmRBh2k9lThfPFFMq4SqsKB+gY8a9eSct4PkDQa5p5Wyp417cw7XYxbaXliHO1vTwyebt7Tz2DyfkJ60Z+0ETNGbzZSRIMrRRCs3LxcsvLTmD7960t+fCeIixIJ01a9kwPd55A5G5wdRVQf+C3mdD8afTFp4x0x0gLg7TMScOpjxMVsLGFZejIr+1zc4P0hj5ePR1VDrJZPIqi2gSwxw2ZmknWk5sBZ2UIv5uEW0YllVSHpwF7IKOJAZh5pwR5euvl3qAYf9mHhCJ3Go3k02vEfn1TCkjQb6x1uTt9+gAZ/kKz5WfBxVPvFFp+IBw0mqsbPZP20Bezb18LujNQRIl1elxP3gMgKyigsIjkz0c/84e69UD6NyugkrjfFr+uHd/6DtLxCwqEgG159gebdOwDIKh1LUloGnz/3byLh+IvsdTp4+Zbr8Xs8hAJ+zMl2MgqLySgqIX/8RJp372TlYw8mWMH+E3BEC4LZM82HTW+dEbW47Pf4WTcwyHqHR9QqUVQ0zR6CEYXrX9lFdZeYbqfmJ6Pp8KHpiK9GClPN3HjZPDKSDPwp50/sc/tYvLma1QODeMIRekPhmPVtCBWdzXToVT7//HPm1u/BYbYSSkrmrhnjCSgqNlecDGqcGrLI4qVNcf/+eWXnsbtmdyz7o31gC2gWx48JyPx9yeks2y785AU9G+iznUmDL8D+/fsp9+7GoHPhbBMDiiqZWBGagoTEp4ZWJCnR/TikjzIq9KLfaBAxEgP+Adwowt8PWLwD4BYDtllRYNjKyqw9QiE3e5GoQWMdGSMxAjqTIC56cywTaTjCw1xEPqOZJElFq9cQVEEjCXdR0O/DaP2fE6SrKioDrx9A8YhijkN3UK+oeD4V1oChCem9B4Wl05ysZ8aKwws5Lh2fxdLxWXywo4PWAR9SNAtyNIsLxJV0h9Da2sqECcJy43K5MPVL3CLdytPqmeyQhPX2Zc5lESupThGT3HnZNo4uOyUm8Od0LuO151+DQyQV3jo2n3S9FkVZgEZjITKssvrg4D4GBtZHz20+ZWVCTHN+qJsPe1082hp/j548iDQAVGjaSdNNG/V3BwdFTGJ21qkcn7aCd/e1JJAWEERri9PDpXvjFu2L8zN4pLWHX1VcF9tWbNLTFQjjGyWu6guHm2NSkyC9nI8yF/PiigX85tnH0GZnk3f3XRhKSqj5ycVctbeJRxUwv/0m02v2EO5JtIp6TSbMPjEuGcZVHFFav23FihhxsRx9NHVlp2F//laMQQe9Dz5IqL2drN9eR+PZZ6N4PKihIGk//SmVxxVTeVxxrJ20aFVoR5eXcDCCNlqrrHFXb4y0AIyZWETHBtAF7bFtQ1a8ZcuWfen5HgrfCVcRwMYPb499Ti13kDrWhTElSNGyNrIrE9OusnIXUFC2KPZ3Ru5M7q4owKqRqfL46bCeRmHBhbzTI17m35fm8F5lOUG/D58v0Zx2UoadbL0OGZikk1i0fxtJTULMaMBi42FLNq7eHrzdRiIh0bEUJO7oK0MBTsm0syRNDB5zky1cHa3G2iWrlObZsOg1FBXbE36zaqKo4+FQYWO0WmhfMMy11S181OuMkYTkrGz0JjNjZyf6ONuzhH+xxDOAokRwdMVNtLs//QhJktj+/tuse+mZmIvHlp7JjBNOJTlatDGjsBidQQT8Ne+uortBXHPx1BlIsowkSaTk5JGSI1aHQzL/3wa8riB717YTHhaw7OwWzyU5cyS5HI5Mg448gyCCZ+6o4+5oSQjtPgfyoCCyQ6QFYGdUH+jC+cU8/MNKPvjlAlZfs4iMpLj5tMJiJCWaaTN7wz5e6oynkgNkaWV0SoTGxkY2bNiARlU4cdd6TvviA2br4KRMOz098T7a3t4eK344hOLcYt449Q1+ME4EENb3rkv4/oS085lkt7HEsA9r36MYfNVIqoojHOHx115H6W+hIJpJ1KuY2eibRIoqBp/9UTeRVtYiISFJEnaD/bD3cQhDyrXDYRkW1GyRdRiisSyyJH+pSyMGnRGyJ4H10Ho7MZhTQWMAi9g3pCi0+AJ4IxEiqkpgGHFRZBlJlpA1UkxBRCNpiYRGr7D9n4C3qofuh3YSdoxMKx1c3UrHnZvxbOxA8cTPyZ2kpy8tsW/r8634BuMxIS17E/vdoaCqKp5GMW6EXV+NuLS1tdHf309XVxdOpxNV1TAr7yYeHavjGfVMbKqDgGTkg8gpOPQ2UmWFS+fPS1AlTk5OZoo9ThLLzUaenlzCwhQrVxVmkq6P9hdZR0rKvITfdzi30NX9PgAp9rmx7UvTbLHJzCBL3FiWy5SkkWPBieGnqG/426jXOjgo7JUZmcdySmYKvykeacFo8gViriOAEzOSOS3LPmK/35Xm8I/xo8dxvNUdda/LGi4YfyPvzl/CeTf9lTEff4S5Uugm/WhXA+3BMOcdLbRhytpaKI8me+Q//QTvnfM93j3pRLTR+5q0ePHIHxoFSSvimaWy1UqT087mmb+NbXO+8QZ9jz2G4hFkcXDVqlHbMSfrMVp0qCoMdMYXaa218ZAAnU7HMSfPRKuXkVUdRQWl6HQ6Jk4UMWzfRD/pO2FxSRnjRJsan3zTxscZn61APAAJEypicissPw6txkrVLpHfb7WMJdug49j0ZF7tGuD9XicVFiNrHWICOzHDjt/v55///CeyLHPllVei1Ypbl6TVsG7uOCIqrPngfbZ0t6ICk1sPsCt/DFV6C1My88jpbqPx43xKj2+hxXA0VR4Fi0bmh32NtO5zkz9+EpIkcV1pDp/2u9g56OOysydydnYqCzfuB6+fJLeTQWsyXWnxF+qhzz6nuW47f6w8gUEk1jvcPOAWZv/UHJHlVDBhMqfdei8/OuCmd18bzmQxGPk+eI063xL8w7IqhuT4G3cME1pC1BXS6nQs+8llvP2325my/AR2fPgOfa3CtKozGJl+3ElMO+6khONSc8U5OLu7iIRDaLTfXIX0s2f307Czl7baAZZfOJEDW7v54jUR33FwfMtoOCcnlXsbE8svaDp9ZCQZuGRhKXd+UE0wkrhSWlSRyTHlo0+isiRx89g8frVfrNDuOajtcqs5qqQsJtA5c+bQ1tZGa2sr27ZtY+rUqSOISzhq1dLpdFRWVpKWJsrYz86ZzXP7n0MTTvyN86MZdSfYI+yqXcOAPoXUkJc+vYU+SzKWYHxAqYlkUAu8TpAuFIJG0V8MGgP5SfmYTeYjVnQ1aA1UpFbQ4+2h19cbbcco0j6NdqTUEoqVMF2erlil428dOlOCQmpXMEx/KEJ/KEKhKdHdpUoSkqwRz0MjCUubpCUQ8h7c6n8M/c+JmCjnBw2kfT8xK8z5vnDxOt4UC4HmoEL6iiIqji2iZU0rvN8IgKSXMYy101zjiB3bUeckFIigMxw+dsDR5cUS5XJBtwmsh3cVDcfu3bvZtGkToWFELy2tDKu1iJramymmgSqm84r2HADOzB1dpXpKspX0QQcpFjMvTJ1ArlHP8vTkEfvZ7bPo7V0Z+/vAgduin+QE0c4ys5FVs8fxWb+LmTYLlckWLi7IYL3DTUSF86vqmWLyMN2zhcbGLRiNuaSnLWLX7qvIyjqRvNzvx+orJVknoZdlflOSjScS4Z8t8Xfzo15XrEzAP8YXckJ6MhpJQiNBJHpPH51YzMnRoP69KZPwRRRuqWtnotXEn+s7eL/XyW2KEq/3Jkl0ZmQiDavpNpTo4bAl05CTT0lHK5KiosoqHaaPSMrLY7C9nfDvfktROIxpSrxK9eEgG41kXncdvffdh/HsH+J52oFssmGcPh3/dlErqe+xx2P7RwYco7YjSRJpeRbaahz0tbnJKEzCPRBg0OsEE9hsyfziF1eh0Wg476Z5uHq9ZBQvIBwOx0pKfBN8J4hL/oIuLJZDD7TJSbOZPuNffLZaZMjYkysZrskxlPFz/DDiMt1mIaLCWLOBUrOBdevWMTgoiExPTw85OfEIbItGg6qqHDggJk8JmF+3G5/OwIGsAvaNmcoxJcXUbFzH/pdK2bVoKWTDZK+DTU/czSZJYsUlV8Z0VhamJLFz0MeagUFOybRT5xUBXJP2b2X9zCUJ17ZeayEUkBiMej5rvQGc0UnQlhE3s7+mTeKA0QvTRaBU2kA3nZvX89ZmYXYtnDyN5l076G1pwut00Fa9N+F3hoTjiqdV8vMnXkKSJKq/WBP7/kd3PzDCJQVgSUlFZzQR8vtwdHaS9iXVur8MHmeAhp1igqzZ2EXJlAxWPx+3TuSW27+0jWtLcigzGbhinyBdGZLMYFilPMvKzxaU8oM5hexqdXLOIxsASDJqmVd6GNcJcHZ2KkkaDT/e3TDiuzEWI0uWLKG1tZVly5aRkZHBunXraG1tZfXq1axbtw6LJR6c6vP5aGoSpujLL788YfKYkComaDniQO/bQdA0jXSthqnpYuU8pJ46YBzAF9wD+tn0WZMpHIgTl3YlGRW4B9GvTAYhzqeTdRi1xtFjWw4DWZLJMGcQUSMivsWQLGoSRcmPVtaSlzS6VMG3iYiq4lcUHMPM+82+xKq2qiQPebSQtDIEI2hkLZFQ+L+uohs5SMhrtFow9YEIlcfkI0kSWTOz6IkSF02elbWv17Prs7glMxJS2LW69ZDuojUv1tBV76R8djbmqIyzz68F65FbXA7OLkpLS4tlH5WW/oop7Vqqhl3W93NGf2+y09M58913KR87llzjoVXDMzOOp77+HhQl8Tnm5JyJTpcYq1JhMcbE40AsKOanCLK8Zd4EbFoNrY2X0tT0EPv3Xz/smrYw0P8FqhpCq03GaIwnFvyhLJdxFhNvdg/waf8gD7eKsfXYdBvfy47fmwKjnsZoX6u0xRdPqTot6OChicWEFZWHWnroC4X5+b5m3opWsgcwKX5UnwPJZCdyUD/YXjGRkg7xnCPp0NH9NKmpf6K9HfpdLsbPP3SRztGQduGPSTr3fD5/IVrFvjCJnKv+hOudd+h79LGEfYN1dURcLjS2kXFBqXnWGHEB6G50EdGIMSUtLTUWfGtNMcQCfHW6b75whe+QqwggNXUhOdlnJm5LOYap0x5CozExZ/b7VM54EZOpAKMxniFktYqUysWpSZhkiUZfkD9GRcuWpNpQFIWNGzfG9u/oGFnhcsuWLTgcDjQaDVOmTCE1NZUTkgWz3FM+Dfvi41h4/k8Iuy1sj4hJyrrxM3GwqvLpEw/H0pUXRF+2dQNutjk9RABDwEfWQOJApw0FcVuT+eyoExK2d/QL364tI14bYvdB0fbjhg3ukxav4NTf/B6TLRlVUfj01VdGpFxrh3W4ocF9uLz/8N8aDuEyEgNBf/vIzJWviuoNiZkNHz66G6+zAzW0lnNumEbBODGYqKpK+DDm/7nDTNWWkBgoyrPEfTfrtcwqjg9KM4tS0B8m6HEIy9NtMVXmC3LjA3apycCCBQs499xzycgQVptx4+Ir7XA4HJsQhhPi0tLSESvebEs283LmIQHJPffwxmQ7n80Zjy4a55RjjR8vhQWJqktVGXf0QlJLypg0aRIv/HzpsBZVNFGLyxG7cUaBLMnkWnPjhQRljcj8+S8gpCjUe/3scfs44AnEVr7DYY0+P0WSYjpDctQyoZG0qKqaELv1n0JkmPtHGhabpioqkX5/wr5tQQUp3YzBJNaXBoueDr2GoKLiqUhLIC1DKarrX6tj7cu1I9RNA94Quz9rpbtpkO0fN2NRxW97/OJeHIq42EfJQtFoNJSXlzNt2jQuvPDC2ARVUnwFC0rjY1FlkpmJo8QFAqSnpyPBCHG7g2Ey5TFn9gfMP+pzUlLmkZNzFouO2cuE8bcf9riDkWnQYdTIlJX+mqLCS0Z839MrJP/t9lkJ5FUjSZyTkxobkwHyDDruKD/0AizXODrx18oSJ0YTPIaTFgCPxkxv1ANwMNl+fsXJsc/+8QqgkJoqFmsHqxofKT5/oYb90bE0Z4wdY0UFmb/+NWkXXTRi3/pTTyM8ynNKi/a5IeLS1egiohXzzMGE99vGd8LiMoTiosuQZR0dna8CMGXyQ2RkLI99b7XGMxIkSWbunI+IRDwYDGIysWg1XJCXzsMtPXQGxQCzJM1GX18fLlf8xR4iLh6PB61Wi6IofPjhh2L/JUuYH2XAO1at5MWeNroy8vhDQM9nJ51OT28vbVmi0xe11VM4aSqD/X0MtLdSvWEtkxevoNJmRgbaAyGurBIm47HNNRRXLkHu8KLkCEY/pnE/+8cKE6Eh4EM2GPEh0ezxIQFJ6Zl83OukwmTg8x5XAk01htI55VfXk5pXQFp+AYP+EI1SKlk4qf7wjSO63wUTp9Df3orFnnLYlWpqbj7dDXW8/9DnIJcxduYRBFweAs17xYs655QSNr7VgKpGCLqECFz9lk9JzxPl69c8+wRb3nmdKUuOZclPLkWjTezqecMGl5BXTFhDxAVAliV+NK+IN3a0c8NJR1Z5RyNJvDZ9DL2hEGNMRp6KBgfadSNN92lpaVRUVCTEstjtdk4++WQeeUTo3syZM2fEcZIk8dfFf+X6z69Hp9ExJ60o4d4XJBWgkTRE1AiaoLAo9don8UsgtSyDz2aNI9Og456zp7C6bSXv721A0vjRyBq00v+O4SCgKLT5g6Trddi0GtoDIQbDia49q1bGPWxbik6LOxyMuorEi6A36wgPBpGQkCUNkVAQVZHxuYNIkkTAG8aWZkRv+vbuS7g3voCIuOMkxvluPe518bIUnlwrO/YOUDop0b3mKElm08YuZnsSSfmSC8az4Y06WvcPsPOTFqo3dLLw3HL87hCTjsmjtXogVsTZ4whg1oo+MxQicyhXkVarZfny5bhcLo4++mi6u7tJTU0dQaiHMNkWXxBcUjj6YgaIEfiBgQG8Xi9m86FdvGazsCDNmP7MIfc5UkiSzJgx16LV2qirvyvhu/T0ZUyccPeoxy1IsWKSZWYlm7m7ooBsQyLJvyA3nZvr2mNyC4fCUXZrbFwAODnDzrqebvrR09iyi4zZsN+TuMh02JLpuvheynrXYz4jHZfr72g0G4D5X4u4RCIK9TvjRKR8dnw8rp5ZSc+WzUz0+bBNmYrjpZcId3Tg+vBDUs87L6Edc5pMSOekZR988tQ+mqo3kly2Cm9X6SGJiz+i8FR7Lx2BEFdlfP1g+P8dI9WXoKjwEgoKFpCSMhtVVUlNWYjbU43dPnLgHw6LRUS9d3Z2smbNGgwGA1ccezzPtfcxGFHIlFSMjQdoP0h6v66ujqeeeor6+nqSk5NZsWIF4XCYlJQU5syezet33kw4GKRldxVnGM08+sNrqPYFqfEG2DdnKZGuQZJdA6Q4eyk99TTCoRBrn3+SPZ+tZPLiFWj8PsZbDOzxBGhVQBsO8TN9mMyJxeie3ko4rDKpfT9FjuoYcVn8xftUzzuWBqOFtkCYfGBfUhqX74q6LoZdgqbNw7rdDnrmzmFstP7Q0xuaaJJSySLu6sgpH0dHzX4KJ43uP114/oVYUlKYeMzo0eGqqtLX5kFnEANYJNDIysdfp2jiBehN4gWPhJXDpnAOh6KodDUKd13JtAz0Jh1rX3g19n1PNAW8t7mRLW8LRciqTz4gs6SMqcuPH9HebeX5PNfeR9dGYQmakJNoDr3p1En86eSJsfIBR4J0vTYWXHh+ThobnW6OH8V3D3DuuefS39/PP/4h0sbnzp1Lbm4uS5cuxePxMHbs2FGPs+gs/H3J30f9LkmfxOPHPs7efXv5Z90LuDKUmMumPxRhyhd7uKY4m+KkLawauBdj1EAzJWPK/5pig42+IP6IwmA4wHirEUe03lCp2YBekugNhUnVaWlWA/ij5hdj9BkKV1FU+0YnE0Rk7GgkLUFfEL9HSXDZeAeD3y5x6YnH0kT6/bHfGk5a9MU2NrrChIHMosQ+ORTD1VYd10864zczyCq2cdLPp9K0u49Pn9qH3xPio8dEsKnFbhgRuDtkcRmMWhsHh+nsHIz5w1wRSUmHj1MqNuk5MSOZoKJywiH6PYDVaiU9PZ3e3l4aGxtjmUr/LRQXX0pq2tG0tT5Le4fI3hs/7ja02tGvb1KSmdoFk0dkcA7h0oIMcg06jh5mmfF4POzYsYOJEyfGLFeTDgoY/lVxFgODfaz1Q6PLwSxgV1QWI9vZS4pnkMrGFva0TEK/4gJmTU2jbu2DhCP1WCzj6ev76pN/V72ToC+M0arjJ3cenWD5+2TVKqiooAr405/+BLKE44UX8e8RoQOhUAiPx4PdbmfNpo9wpDWQ5Khg12Ynk0+/BQAFFb1+Fdu2PcjkyQ+g09lj7V+1P+4iO0r3fzw4Nz//B6SmighuSZLYuvUoOjtLsVrqvjRXPBQK8eSTT8ayhSZMmMA9xiBr9+xD19LI+0qE4uJiAMaMGcOBAwfo7++nv18MBE6nk7feEia+wsJC2qv3xjRTAMbk5XJ0WjKfDbh5q3uAR3pFYNdRWz5BQmTh6M1m1r3wNG3799K0awdv3fNnkpd9D/LExDWxejtLT15OWkEm1ywdi82k46QTxvHGbTdwYOcuwv1+Jldvo6F4KpSU0YVMPnBAbwEcsXPROYJ8sGACz7saeAYH171WRbbNiD+ksKvNSZapiNmOeFDuGb+9kaaqHRRMTKyhMQS90cS8M8895L3du7adz56tRonqkyjhFrz9LWx43cSCcy/g/X++Qs361RRNmUJv0waOu/xqCiaM/luOzg62vv8xIX8GeqOB1GwLablWqtd20xy9RPeAWH1sfOPlhGMbdmwdlbhcmJfOMpOZBa8eQKeRGJczctD6KqTlYNw97svjeVJTU5kxYwYDAwOxzIsFCxZ87d8EqMyqZGLyRDo2d/Axb7E/twJFthLRi/O5q7ETs7uB4frCywqXwX8vseZrwxuJ4B8WON3qD4EqLCxJ0cyuvGiMTqHRQIs/SI5BF6sirUoS0vDAY40MEQWtpMXn9gKJfSAciHwrsS/B1kG8O3tQfHF3lBpSUNwh1IPKeQwGI3TWO9HoZIqnJMaIDBW8a4sG5aZkm8kZYxeXopUpnZaBo8vL+tfrYsc07ekbQVzM0Vs4qCiYVPCFfQQjwa8c33QwZEni8Ukjpe1HQ2lpKb29vTQ0NPzXiQuALWkSuuIr6O37jJzs09DrD+/eOBRpAXHdp2XFrVADAwM8+uijeL1empqa+MEPRDZgicmQcFyp2UBxcgpr/S7qJSshRysvdAjr17iOZsZ1NaMJi2c+0OlFpxtDevoSeno+JC2thebmVAKBAAZDYruHQ+MuMU4WTkxNIC2Rg8IDnnrqKU6aOxdeeBH/7t0AvPrqq1RXV3P++efT0CgWioP2amQ53q+LiwdwDT4BQGvr0xQX/xxF8aFKJj7oiVv2DngTxeu+Cr4TxGWI0YXDYbq7u2ltFfEpb775JgUFBbFy66Ohvr4+IcX52WefBWC4wa+xsRGAyZMnoygK9fX1mEwmxo8fz7Zt2wgEhD+5oKCA5t07E9ovmjydJWk2Phtw80hLD4MRhVytzNSmfaQUFpOaV4AkSRRNnU7jjq28cusfALAe2BMjLicqbjKKxGDw8yXxVfhP7nmQVY9vZHdzNBre1QGU4bSK+/FsTS8kaTH5FUJNg/xpVgkT061cdswYnlnfTEu/j5b++LV3GbMYyCgnpacGOXcsRouVinlHf9ntPySadosXRNakAXpA2KV3f/ox4ZCJfauHXDzi/r52241ULLiRyuOKySiMTyCunm6e/+M1sZiaABKNO20UT6ukuyluIepva0VV1dgzWHTBRXz21KO07NlJJBwe4S4C2Nkq2hyfY8OgPXw2xn8Kp5xyyrfeptFo5BdX/YIF9du4ZNMlqKiEdEUEzHPw2U7Ea11CcXgjPa69pBhSmJMzh7bmti9v+P8xXAe5hAaj1hb7KM/WpJEpjwZrBqN6GsNdRQCyUQMeBZ3GiC84gEZvIy3XQiSiMtDpRVFU3AMBLHbDVyKx3p3d+Kp6ST6lDI1NT//LNYS7RmYudfx5I7ZliWmzfdHSFfNOKyM5I9H1kHxQ1lxSmpGDUTgxLYG47P28fcQ+KUYdECACSIoJND5cQRfppm+/htihUFJSwqZNm6itrcXv92M0jryW/zRMpnwWHL3+W293y5YteL3iedfU1ODxeLBYLGgOIsDtg01MSbZBl4vXMpeRcaCa9kAalnCIMd0ihsnoFWZRR7T/tPpm8diOfJZmiAzQ/v5+Uu0ZsViowyESUajeKGJbSqYkZkkOLcaH0NDQwP60NFIBf20t9fv2sX+/yIh77bXXEva1WOIWQL1hf+yzw7GZnVU/o6/vM/qMRxFUfx37bk//SKXvI8V3Kjj3mWeeicUHDKG2tvawxww9iMLCxMFj9uzZIyaUvLw8LrjgAq6++mquvPJKjj/++ARfb2FhIU1V2xOOKZgwOabTMhhdKc5OtfHTvz7MOX+6PbaSm7Qo0d1S1rgfo99LpXeAyy+78pDnPzYziQGdHZ/Gim3QAYAryQ5AdzRzKrK3H22jm2NLxKCUazNSbIubLJMMosOfODmHnGMvZF3KXLYXiADOfk+QP7yxi12to/vADwVVVemsF8eccU0lC849P/adb9DDjg/eGnFMOBjgwNZOXvrLZnpb+qjZuI5QwM/7D9ybEAgMKquf+Rfu/r6EVG6v00FnXQ1epwONTseU5cdhTLIR9Pl4+6+3s/fzVShK4qqiKnpdU/IPbdb+3wqDwcC88fO4d9G9XDT5Iq6eeDJW50voAiKb4MzK+3jyuCd54rgnvvFK+9tARFVHzazxRxSU6HZ/lIDYoiRz347t/O2PfyDdINLG66OF6q677jokSeLss89m27ZtsQlj344dzJkX1wbRJelRgV279/DPRx7locf+xjnfPwePdxB9NHjXNxjEfVDg7OHg2dRJ//PV+Pb04dnUSaDemUBatGlGdMPqablWNicc3xeNfRk7a2Qs2JDFZQhJqSMn+yFV04NhtMTjMkrGp6KP3uokolpL/iPTgfm2UFJSgtFoxOFw8Pzzz4+6j9frpb6+PiHG8H8DhrICh7A7arEAUStpCL9e/WvOzE4hVfXTZMrj+kFhYavsbkGrKlhcpRi9OfglFVePD6cnwOWvZbKteyqf9wqJ/62rqnns6jV8+vQ+IqGRgnfD0bCjF68ziMmmp2SqmA96e3upqqqKlXTIzc1l+XIRG/rxli34jEYkVeXdBx6IteOJ6rxkZho4+uhMTj9j1qi/1z+wjr6+zwCo8SeStjrP/3GLCwhry5BlBETaVSgU4sMPP6S5uZnTTjtthDlNURRqasQgvmjRImpra2lvb2fcuHHMnTsXRVHYsmULHR0dlJWVxQKOkpPjk9wPfvADnnjiCUwmE1ajgc6Dihvmlo9DazBQaNTHCohNTTKPqI48ZtZcUvMK6G8T8RZWn5s/rHyGH/7lrwkZPQejPMsKkkSrMYsUlxh4GgvG8t74E1Gj0vfSYJh0q578FDHobXizDntPEKK3Y/sfl7Oz1YmpP8hbj+xmu306ajc09Xm49+Ma3tzRzoubW6j98wmjnsNocPX68A2GkLUSGYVWsktOQ28p4ZPHbgJCqIoDkTieOFEp4VY0uiLeuvcBBtrjLjdZo0NwDjGo97U2s2/tZwCkFxThG3ThcQzw3j9EcF3O2Ap0egPls4+i6pMPqNuygbotG9Dq9ZTPifvshwjZlDz7EV/b/zYsK1rGsqJlqKpKijGFrYEsnuyDVzr7uXzWdCRJwu8/8on5PwFfRKHG6yddp00InHaFIzR4A6ToNBSaDDE3UZpei19RGD9tOpOmT0fv87BlyxZKS4W0wTnnnENZWVlM9l9RFD5+43Xyi4vZvj2+uJC1MmHgk7Wfce0V1yBrNfzj3w+xdOlS1q3ZQNAvTOB+T4iAN4wh+cutLp5tcY2dYKOTUDTrQl+YhLE8BcvcHMI9Pnr/tRt12ERjW1aIs9dHw2ftJKUaMdtGkkmjRYfRosMfDc4dzeIiSRJn/24m/e0euhtd7FotLGkV87LZuVKML5lFNmy1Er0alXRlHIOaWppdzZSnlI9o7z8Fo9HIBRdcwKOPPkpTUxMulytWTgAEafn73/9OIBAgKSmJK6+8Er3+/z3B/jIEAgHa24WVa86cOWzcuJHa2tpYsP2/J5Vw6patJPU/Ra2vFotGw89TVG52iOMvSNNjWiPKpxj8GdSnanld8bLIp+W9R+NjYl/ABvRQt7cFLXnsW9dBao6FaQdZ8IYQDkXY9LYg9hOPzkXWSKxdu5ZPP/00ofp3RkYGkyZN4uOPRaZVX1oa+W1tZHZ103eQ92LS5M2EQjtpbj58rI1Ol0ZzSARZ56qttEv5tAS/Pv34zlhcDq7oOsQYAfbt2xd7CMPR09ODx+NBp9NRWFjIsccey4UXXsi8efOQJFEg8aKLLuKGG27g/PPPjwX1DUdGRga/+MUvuOyyy2jdtxtUldS8Ao6/4lecft2f0BmNSJIUs7qAIC4HQ6PVccZvbyQtv5DJS4/lZ/c9zg9vuetLfZepfWJgbTQVUtRaR0ZvByGdnj3HRFeVigr+CMdPyhETlCfEtg+bOcqvY0xI5qHzK9FqZCqLUqhZ1UaSKlEUEtf53MZm1h0Q0eeh0XJMD4MhH3xmYRJanQZJlpm2fDrphfE09OJpI/UHQp53UMIdDLRvSdiuNc1Hb/sBpZXLySkXqcSfP/dvADKKS0mJCt05ukTG11BV6yU/uZSTr44rQ7ZEiSoIq9D+TrGSm5A7ev2S7xIkSeJ7Fd/juvHzMcky+zx+Pug9tCVNVVW8IW/CP3fQwwG3k3bfYML2wYCHnc5+6t3OEcccyb9Wrwt/yEerdzBhEO2NZvcNhCL4IgqBqOXFJEuUmgwkaWWKTAbuuOMO6uvrYxbXF198MUZaxLUorDj1NMZPGxnztuvAbu564F50sh6NouHUY05g27ZttHe1kFlkw2DWxe6HxxkY1SoU+x1FJdQeX0kG6pz49/eDBClnl2NbVoTGqsdQkkzO7xL1S5IWF9KVbBQFUEsO3R+zy+ILJ1va6OnGmUU2xs3LYc5pZZiT9SDB+HnxVHlzsp60qHvNEhRu6EZX4+jXpKr8ZvVv+NH7PzpsEO/XQW5uLpmZIni/rS3RVdnc3Bxzww8ODo6YYP9b6PR0EowEv3zHKFpaWlAURSgER4XhWltbY/3GrraT3vZzDL5NyJKMqqpcNm0uKzseYPOG7/GHhqeQVFVkuyl6XleEte4zU5hdnXHLU5/fhiRF8ITjbprhQdsgXEO9rYN88u+9vHbXNgY6vZhteqYuLWDNmjWsXLlyxD3NzMwkOTk5Js3QXySIUE5HB6mpQaZMcSFJChMmjCcU2hn9HUHOi4uvYMyY3zFr5uvMm/sppSVXU1Z6DXPnvE8zgrgsNAoLY486embakeA7Y3EZ7p879thjqaycwbpXXyDY3YGq0VLV206GFGH2CafE3DNDFprCwsKYEu7BkCTpSwPzhsjFkJuoaMo0JixMFIpbkprEv9t6kYDJo0hRAyRnZvHjex780msdQtOePmrfbOR4nY73LRXolRDyLifMywSjMEdmBFUuO66Ci44uoWVfPxveEL5viypxVsDEsRPj5mijVaxmpga1NOqCPLKmnq9GV8Q5ffDQLsLRlWT+uMSAt8JJU2MlCZb/7Cd0NR7Dhw/+nQhHEQlsR430EHS/BlFBdo1xNhmF43H0pJFdauO0a85isK+HF2/8Ha4esbLNLh1D8dQZOLo60RuMGMyWmOtNo9VSPvdollx4CZ8+8TCvr9qKad7JHDUmnZ7BAAPeELIEYzL/59Sp+U8jVafl4oIM/t7UxV0NnRyfYR91P1/Yx5znDp+Z95/Ap+esJ8NoRVVV/MPk+ms8wiokS6CVJCRZojSqm4PdzqOPPspFF12Ew+HgkksStTpURUFSFVRpZBzT7KNm88874gVBnS5B5oYsrFabHqOiMOiPEAqphIOHnjzDfT4RbKuVIDxM5LIyC91B8SqyWYdhrJ1ArYPkE0qQNBJdDWJiOhxxWXz+OD55ci89zYPkjDm8i9Ng0nL2b2fhcQRIy7NSeXwRHQecjJmRSdZKA9XuEKovDSzQ4BwpngjwWctnfNgo5B5u33Q7fz56ZBXjb4L8/Hy6urpobW1l/Pjxse1DRGbIer5hwwZcLpcQ48vKYuHChd/qeYyGL9q/4LKVl3Hm2DP547w/HtExQ9aWwsJCsrKy0Gq1+P1++vr6SE9PZ317PKZGURW6vF1kmDLwjZ1Kec1LdFevBZah15gYrafdffYUfvNyFf3+VLLL91JUuIeqmt9h2lVAZ70rFky++d0GNr/XgMEs4x8ULclaiSU/Go/epGHTJmG9Wb58OeFwmHXr1mE2m2MaU6eeeio1NTXMKCig5fgTSOvroyJ3HVp7Kyefcibjxs1n/bDwIK3WTlHhJWi1cVdlScnPY587dFMgDGeVn87be9oZHOVdPFJ854jL+PHjmTt3Lm/cdQtKY038AgcHWPvUo/R1dXHCT8RKbIi4FBUdvjDZkaCnqYGqlR+I9iaPXNUtTEliSWoSpWZDLPvhm0BVVTa9Jcx+J43L4uRcE/9arcMZDGNc3YkqwfIkGxedUsGcSZnsXdfOqqf3J7QRCSsEPCItDoQpEWBsSGZKQEOVITEexBsMY9YndpnBfj/rX6/DlKQjPT+JTW/Xx0hLTlkyM45LvLezTjkTg9nMxGOWYcvIxJaRydgn5rF/fQernk7B2/ciqGKVpTFUojMdjaMH9EYNC78vConZ0jP5wa13s2f1J6iKwuQlx6IzGpmw4ND1OkyZQgQvJTDAFc9tY+sflrO/U6wei9MsGEfRWvku45Iocdnr8TMQCvPNRbi/PfQGw8hyGL0sEYoSF1mo8wNgitbCOhhnnXUWDz/8MB9//DHXXnttwneCuIxOwyWdzBknnhb7++W3X2PpwsXY7XYhTNfjRQKsBg2BsHhvDoVQtFquPseKnKTHv7cP2aoj+djihP2cPT5a9vVTccZYQq2DmCalEwkptEZXzLlj7Yf8DbNNz8lXTkNV1ISskENhuHLp3FPjVckLUkzgduP1iadf76gnpITQyXHXtKqqPFz1cOzvt+re4tIpl1Jg+2YK2MORl5fH1q1baW1NrGc2RFxWrFiB0+lk7dq17I3W69mzZw8TJ04kLe3witbfFFevuhpFVXi55uUjJi5DonqZmZlotVpycnJoaWmhtbWV9PR0GpwNaBUtYSkMkrjvD1c9zCs1rzA7J4dfdETdtmEdHZqRfe3Eybnc/OYGXEEzLVoLf3P/nYHxWRSlhzlj3SCdnR7WOdx0vtuA19RMt6URnTaZ0rSpFM4289pHTzG1ayoejweTycScOXPQarUcc8wxCb+TnZ1NdrTidCgnB11HB9mPdtL3SxgYeJXenniVzD65ELXwbjQaQc7D/f2EOzsxRrPFHKEwXWGxMJ5iz2SqzcPag0RRvwq+c8QlNTWV/etWU791E1qdntmnn01t1U669+9GAvZ++Bbj5x5F0bgJMeIylO78deHu7+PZ668GxAq/YMKkEfsYNTLPTS0bsf3roqPOSXfTIFqDhiUXjMc3GOLzT5vZgnAdaVSY3hzC2BUgNDbCxijJAag8roi969rxDYYY7PfHiIs7qswrIXGUXzeCuGzf3sX8OYnS7Zveqqd2c2LdHIClPxpP2YxMdPpEQmBNSeWos88bsf+4eTmMmfl9/n7+i7FtGkM8Nfr038wgPT+eaWSxpzD71LMOf5OGYcegWJnbwi5cbh8f7+uiuU+YYCuy/0M1dP4HI1WnpcCop8UfZK/bR6UpMY7KG4mgkQ1s/MFGfIpCiz9I4CB3YanZgDk6cbYEQjhD8f4iSZCk0ZCs02A/AqJe7fETjDKTgKqj1R83zVu0MqUmA/2hMH2hMGn6Qw9bM2bM4M4772TlypUJ1WcPS1yGkSCH08Fr777Bhg8+R1VV1MCwa4oerhzGbRpsE24iXZ6VpAV5+IptWGZmIZsT7+/b9+3A2e3DfXxRjEy01fQTDkQwJ+vJKPjyPnkkpOVwKM6yQksPA9Ggyd19u1nxygrePO1NbHph8dnVu4s9fXswaAzkWnNpcDawsXPjt0pc8vOF+7i1tZXe3l4+//xzrFZrjLjk5+cza9Ysampq6O6Ol67YuHEjJ5xw5HF3XxUd7g684XhQtcPvwG60f+lxQ8RlKJs1KSMJWmDzjs2843uH6qpqTuk8harUKg4kH+A3a37DYHAQjaKl2zuZd/Q+uvxW8gN62nQj+5pJr6Eg2cOeHjNPBH9GJFk8q6YMLU8usfHGnnoaNAonlGgpHBRumZDBSY3nc6o/Fe2tWSPKtYwfP/6Q3obhKLvtL7Rc+XP0TR6M22R88xRqD/wFAGv6qZzXdwE0QEGyh1X9Ll7fVc3f//w7pj/0AObKSvZFraX5RiEaOd9uZe03SGL8zsS4DCcu6195DoA5Z5zDvDPP5bRfX497XCWhJDsSsO75p+jp6cHn86HT6cjNzT1My9BWvY/ajV8QCo6s5gqw+7OVQi5ckjjxF9fGxNX+U+hpHqR+u6iZUTQxFVOSntRcC3+4ZQF/OH4cOo3EMZnChNzf7qZpdx9eZ5CkVCOX3reIuaeVxbIR3APxoMzhn5PUkYPi55/Gsx8cXV5e+svmmGz0uHnZMdnxWScWM25ezpcWezsYWp0uVl/JkpLKwu/PAQkWnVeRQFq+Dt6qduGTDciopIQcXPL0Vv783j7g/yZxAZhoFX1grzsxMDegKNR6Auz3BuiPaGkLykiSEaPWlPAvLOlpCMj0RLQgGRK+M2hMBNHTH9Zg1Jow68yH/GfUmpA1ov0Cc9IIvYwUrRZZkkjX66iwmEjRjT7QvvLKK5xzzjnccccdI1xFStRVdChIOjEUXv+XG3j3uTexJyVDREXxxvUppKjjVFFGJy6qouLfIyYtfUES2jQTSQvzR5AWiFcz3706PnoP6WsUT07/xqTkSDC2UIwRA8MsSL2+XjZ1xANAX64RmkjHFh/LccXHASR8/20gIyOD4uJiIpEI999/Pzt37mTdunUEAgG0Wm0sBmYo8HoIO6t2/kdiXloHWznhtRM4//3zE7ZXD1Qf4og4VFVNIC6v1LzCPzr/gSqptDW2UbuujorOCiQkJrpFleTB4CCyInPmvl+xuPF0tnmP5f3geLYqGfRYZVS9zJg0MbaeGjSgKiplGRLhfDORUjF22ZvbSVcH6bdpaIhaaT6qMNKHESmiQxdIGRGbZTQamTt3LoeDoogYM8vcueiOFfE6uhbRN9/nRG7gdv7gPjW2/45BL/c1d9OanMIrS4+n719Cz2VvVFRvgkVY945O+Wau+e8EcQmHQjHikpyUxECH8DFOWXosADabjaMXLCCQmY+KRFfNXj5763VAaK+MxjhVVaV20xfs/mwlL99yPW/d+xeevvYqAgeJ5qiKwq5PPwLg+MuvZuzso77161MVlU1v19NQ1Uv7AQcv3baZnZ+I7IDs0riP22I38LNjytj5pxVcv1DovXQ1DeKKyoznjE1GEx2grSli0nL2+NjyfiNdjS4CHjFIJ6UZWfzDcSzMTPSfN3W7Y2by6o2d9DQLV0tGYRJLLhjP92+YzQV/OYpZJx2ZANVoOPGqayiaMp2zfn8LU5cWcNFfFzJxwVcv0Ofyh1hT04MvGKHD6WN9Qz/9UYGp2Y4tyGp8JV1Z9PWDxP43Y0K0jswed6LJdqgyLSr0BcOoKuhkCYMskTZMGbg7ECaiqjhDEQLRyXy81cgYs4GheTeigjty+MklpKigCitNjkHHpCQzlmFqyqOVTDgYDoeD+vp6ZsyYEXMTXXfddbHvD2dxAdCmmrj30X9wycUXUlSYj8PpYKCnD2WYxWWoCJIaURPcRaqq4t7TS9v1awn3+ZEMGkyTjkwPJeANxyaUITdR0aT/rPtjCONKRb93ozIvbVFs+5YuERh/YOAA79a/C8BZ5WcxO1sEE2/q3HTYAOWvCkmSOOmkk2I1j4Zj+fLl+CI+zn/vfFa7V8e2q6gE/IFR68Z9UzxS9Qgtgy10e7sTtu/v33+II+LocfQQDIqSEWabmX9s+wdOgxNX9H6VuOOuc7NsZkXhCpINyfws/FtSXXn4TV1sCQtr1jaNhbo8HYHFOVQuLeKXgybGemXauj1YZhxNeGIKSBJymxep1stV6i0J5xIJq7wfHEeSawxpSlz/y2AwcOaZZ/KLX/wiRgoPRjg8SNWuy/l87SwGHJsB+LSimFsvvAJcpRgMeTwj/YR6aSy7AvF5YqsrPj86rDZ8O3eiRiLsiy6OhsacaUkmdOGv34e+E66ipr27YsTFGB3vtAYDJlv8hi5btgyn00lNfzf6gW6aPv8USsaP6iYKh0J8+M+/sX/d6oTtAx1trH76cVZcclVsW3ttNa6eLvQmM2PnfrUqnUeK9loHm99tFNelkxMyiIcTlyGY9VryK1KQJOhrddNuF/7t4RkIQz7vda+I9O2NbwpXks6g4Ye3iqyq+6emccszO6kPBdna5sShKrz7YBULzymnvyPeQReeWx4zt4+mK/FVkFs+jrN+H38B9cav10V/99ou3q3qIN1q4KiyNFQVXOMWU7j7Jcq8DUzy1jLnuONZXJHJUWP+e6Jb/5MwVABv70HEJXDQKjZNryV/WIpyX3D0YoSSBDpJQq+VmWg10R4I0RcM0x8KY5QltJKELEmEFIVWfwi7ToNJlmNESS/HA+HzDXoalQDpeu0I0a7RcNttt3HHHXfE/n755ZeprKzkkksuoSAvF2d3F5ItHijucDgSCgi++uZrzFwwh5LSYvoG+nj7/fe5+GcXCaXbYVn7cvRc3AN+NOio39mDxxFA/rSZrOiiwDwjM1bAEYQQY9WqVhZ8byz2LHMsxXoI/e0eLHYDA9F3Kqds5Dv9n0BWmgm9CkEJflbwe04ev4Lr117P1i6hnv2n9X8ipIRYkLeAaRnTCCkhTFoTff4+1rev56g8sUj7pOkTQkqI40qO+9rnkp6ezllnncVLL72ExWLh+OOPx2azUVBQwDN7n2Fnz06q1CpOzT4Ve7qd6vpqcr25VFVXkZf3zSuPu91unn32WaZOnToiSHlxwWJWtaxib9/eL23nb2v+hh49fr2fP67/IwOBaMzSwDQ8KVUJ+wb9Qf5U+Sc0qoFn/riBEGGCWicM6x6uImFpedLpJOmkJAq6FW7dF5fcSG/0MFjrwKeYsHpdzLWsZYMkRENVi44QGgikoTcPq81mC1E2rgyTbvTItra256mpvRlFCfIC57Nye5inyzdzQ/4pkA9pPjcn581mWHUYpieZ2T7o5d1hyrhbx0/mt0k2OtZWoUYTWMZHrbwRT4TCnhAjpRGPDN8J4lKzWVRuTk5OJuwRwXHJGVkjAviSkpIIpuegc/SgCXiRg/4RxKW/vZWPH72f1r27E7YXTZlOU9V2dq36mJIZs7DaU8kZW0Htpi8AKKucjU5/5LLLXwUDw8SrwgcJDKUXjG5yMyXpyRljp73WEVOwHa75YD0EwbCmGGL3zWY1cNels3lg1QG2tjkZkFVa9vaz4c262CB78lVTyS75nyPetqq6m0dW17O+XlxzrzvAWzvF67F82dEUj9Oy9oWn+EFaD98/8b8vM/4/CUNp+bvcPnYPemMlAPwHxXBkHhRTYj6odpdZI+ONKNi0mljfkSWJVJ2GvmAYZyiCMxTBopUxyzK9IWHFcYUTY6isw1bcRo3MuENUFh6OlStX8vDDD7Ny5UpmzZrFWWeJuKctW4TVYPny5Zz//e9z2U9+zIbPVrF6nXhfb7vtttj+9fX1nH322Qnt2pPt/Oy8CwGQdBpQQQ1FsMgiUNjV62fNs/V0N4osoOU2cY+CZi2GCekc2NpN6fQMZFli9XPVDPb7efHPA1z0t2PwOBJdzl0NLizRhURyhglT0n9Hq0SSJNK0WjoiYeraBlm+WEgoVPdXc2DgAFU9VUhI3HjUjUiShF6j58yxZ/LMvmf41+5/cVTeUXhDXn752S8BmJA2gULb6BoiR4Lx48dzxRVXoNfrsdls+MN+fvLhT9jcKVb8qqTyhukNijRFaE1acr257K3Zy/FL4uU8AoEAr7zyCjk5OSxatGhUCYvRcODAATo6OnA4HOzOiY/9hrCBsXVjafO2sal1E5veqWfMjKyYW3w4fGEf+5v2M4Up9Gn6WN+0Hq2s5W+L/kZ7k5G6QD1hnZifGuwaNoxdRFFtM0kr/YQCYZT0bhql+HiuyhIMI8CDRh17h91em1/h0o0BXkgdpJUkmgbzucTyALOV9fxDvgb0Muhk6nUKYwODbCjYQIWjgk36TYytG8u540Yv19LW/gKKEsSPkbel0wE4K64iweYxE2jZvQ8s89H593JucgffL7+UE7Ymir12p6bTnZouEkSjFa+HXEV97W7OWO9hwxE8m9HwnXAV1W0Xg1RurlhZgUgtPhg2mw1Vq0MxiJtXnJ2VwNZDAT8v3vhbWvfuRmswMP+cH8a+W/yji4Tsvqry1t1/5rkbfsOOj95j6zvC5TR2zrfvIhqCs3uYVLgkyIWoY5KO9jBm9CFlxCEMt4YcivCMRmhml4iVaq0ugltSadzVF/PRp2SPrtL5/wq/fGFHjLQkGbSkROMLZhencsaMfMYvWARA277dsb7yfxX5Rj3nZKeiAjcfaMevKERUFV/U4qKTJXIMOvQHDf4mjUy+UYckQbJWw1iLkUlJJgqNiROuWaMhzxiP7/CEFXqirqeDYdLI5BgOLbR4KCw46ijuv+M2mutqY6QF4OKLL0ZVVfbt2c1lP/kxAPMXLuSXN99Kuy/AHXfcEdu/tLRUBOKqKs6ebrrq6ujaHY/nkoyaWAwMgE6CPe/GSYsGYkHKKzt8vHTPNj58dDfbPmhEVVQGo6q74aDCqqf2MdiXGFPk7PHSWSdWqtn/JWvLEDKjz6ex0026KZ2xKWNRUbln6z0AjE0ZS6Y57k64YMIFyJLMxs6N9Hh7aHXHM4E2dHzdaSiO9PT0mAjdho4NMdKSbEiOuaqaXE30GEWM32DPYMxtFYlE2LNnD7W1taxZs4Znn32Wjz76iLq6ulF+SQTfHvPiMdy9+W6cTnH/fT4fNp/4fY2k4WTTyfS19TF5YDLTDsxl8zuNPH/zxhFtbe/ezuxnZ5PnEfNJt1G4ma6cfiXHFByDrJFIcpajDVnZlrKL1eMX4TQn8TtXmDWuL3gzrYU3lSCfhcbE2lTsepAlNIrC5Z0jlcaX7BDZbkchtFRW1y6lYf9MxgX3IEVjs8IVNpqMKjXpQVotbXya9yluvZuagZoR7YHQO/J4xP0aKHt11H0a8grZqxYDoPdVsa/rMzI/Xz3qvsNhlKVYrab+dg/fJIrrP2Jxqa+v55VXXqG0tJT6+nouvvjiBLPscGzbtg0Q2QD19fU4HI5YsbkjheJxIYVD5OXl4WoWZrShIM/hGKpsquiNaPxexhUXJvhV67Zuwut0YE1LZ/GPf4c1JROdwYCqKKTlF1I4eVqsAjGqyiePC80VndFM8dSvds5fBc4eQRIWfr+c8jnZaHUyAW8YvfHwvv+iSWkxVxAkWlzyK1IonZ4RC/Idvv1gzCxKYXqBne0tDr4whljhE11OZ9DEXE7/E1Df48bpi1cKPLMynxMm5/BuVTtXLR2LTiOjS8+kcNIUmndX8cE//8pZv7911BpG/1fwx7Jc1jkGaQ8G6QnKSB4/UtRyWG42HrKwXJpeR4pOGxt8DuXOSdeLLIKOQAhHKDLqPmVmA2aNHHPDjIZQwI9Gp09YQauqymBfjxCGGxhApzdgtCYGWvuiJSFMSTbUZDveQJjRz0JAZzDgVR0J2zRmHaqiokYUCIvV3jQJZL1ES1AlSSPOOyRLKBoZovEvOz9tpfigejD7N3TiPsji4uj2EYhONKO5fv+TyLUZ2enx0TIgFkcnlpzI3wb+xtq2tQBMy5iWsH+ONYc8ax4tgy00uhpxBeKCaGvb1vK9iu99a+c2RISSdEk8vuJxurxdbOoUgcFunRsFBTki88UXX+BwONixYwehUPz9r6uro66ujv3793PVVVeNaP+1A6/R7+/nyb1PUpxcHL9Gbw4zK2by+7m/591X3qUOMZEnRYyoCGG4g6vav1j9IuaQmbRAGioqjTofnvoroULMC15XEG3YSkrfDAoMXjbp4/30rcjIbNPZfi3OPC07geXd6/hj9T24FIlnck/mR00fk7O5El0E9JoA52k/4KXg0dT48uly5KHxtSOFw6hmLZE8C5vzLGwGkvoW8OfJi7hlwy0cGBi9TpDf346i+JAkPR84dMDoitpOqyBousB+GoONuP91OylX38xAsj22j1ZVOGr7ZtbMEFpQ5Zb4eDI81ODr4D9icTn77LO59tprOeusszjrrLO46KKLDrnvww8/TGVlJZIkcckll4yIHD8SSIDGMygsLj2C6SZnjAw6GmLyil5M4AMdIqI/HAzy+p038+7f7wRg/PxFfPyvNl6/ZzullcuZefIZRMIKzXtHUbw1TEDSn8XOTzq/8nkfKRxR60ZypgmDSYtGK2O26dHqD09c7FlmZG18MkhKiRMXSZJYfuEEFpxTTnJm3CRfPjt7RDuSJPHL5UIKfKchwi69GGRTss3fuGruN0U4orClsZ+tTQO8UxUP1FtYnsGlx5QxuySVm06dRJo1TrCWXHgZepOJ1r27qVn/OV6nI05I/48hTa/lw8oKjku3oR32LA0SKAEf6iEycfzuQSLRIMQvg16WyTXosWk15Bv1TLAKC026TkNuJIghHDosafG7B+lrbcHV3YUSieDq6SYU8ON3DxIOxtOmfcPqVoEgNoFoPRSjNSl2feHDBelGSVtQEQO2ZNAgaWVkvQZdhhlJHx8yc3Uy8+fnUGqIBrwX2/jxHfM5/tLJWOwG/O4Qr90l4kUyi21MXyHs/K37RdyDOVlYqPra3DGLS165/XC38ltHQaoY0zoGBZk6oSQxvXha5rQRxwy5g5pcTbQMtsS2b+zYSCAyeubl18HGDmHZuPGoG6lIrWBB3gKumXkNP530Ux4/7nF8OjEufvzxx2zevDmBtCxatCj2ub+/nwcef4CtW7cmtD/gj6vMflL9SexzjjeHUnspybpkWprj1ydLKmGdSEjoaRZ9rcXVwvfe/h7v1r9LyaBISvAkefC4KlECedz8Rhs9Lj9eV7yfjm9PLFyrHjQLn+TRMc+vRVssxuuj3ULY9Ob+d3mo+i/c1HgHuij7TtM0MlWuZ0K6FgWZjZ5yavvK0LSOJAZe2/nc+kISEV8BdY46VFVle/MA93xUTW3zJ2zceQUbOraiAkZTGeudoo2Xp5bxQJmWJ/J2c8WwelaSEuKsNhVUFbWrhwU7hXVsgqOP7TPHslrj4exP3o3tP+QmAuhv+2bE5Vtfag4VORtCaWkpK1euPOT+lZWVDAyIDnQoq8yRINOgZe97Luq3C3acnDlyAo5bXMTgtHvVx/jdg0iSTP3WeIpfTvkcdn0uJsH3/rmLEy6bTHfTIK7+VJDEi64zzaR8Tj4HtotYmo1v1VO9sRNVURk/P4fK44q/9rUMwT3gx+8J4+gUD/ngSrFfBkmSSM4wx+JRNLrEN0Sr1zBlcT5mm54PH91NZlHSIS0ox5Rn8MtlY/nbylq+MIbxSion5/y/ly277f39PL42kXTcedYUvjfz0DoTafkFTD/uFDa+/iLv3X8PWp2ecCjI92+6k7xxXz3uJRTwE/L7MQ9bbfw34ejqFG6bUfr8kSBNr+UPZXk0NDRQYDaiyDLujjb6lQg6o4nU3LwEghL0+XB0CaKeXTb2UM0mQCdLlJjjfUuJRDD0dhIOBulDWETMyXZ0o5S48EYJid/jJhIJE/L78bqcDJl79CYzQZ83gcQAhPx+lEgEWSOjN5nQRmNqwodIZwbQ6vVIsoQ37MKQYkFrS3SdapMNqNF7ka2TYU+viCUAtFlmjBYdpdOEleWDh3cRimYlZRRYKRiXyvaP4i6ovPIUajd3xdyuFrsBe9Z/VkrhYJRkWWEPdAfEvcux5nDhxAt5Ys8TSEjMyBppSS62FbOubR03rb8pYbs37OXDxg85pezIqp0rqsKDOx4k2ZDMDyf8MOG7dnc7BxwHkJBiLiJJkrhg4gWxfd5Kfgt648ekpKQwMDCA0Whk4cKFzJ8/n9vvuZ2IP0JPSw9vt7zN9OnTY1a72oF4TIYpHB/LkkPJ5GnyaG9vJxgMYjKZKCouYv++/QSMPehCNu5972HGLEzhwMAB9vXvQ6toKRsUlpMF8xbw5pptsfauuXcDs4Z1OZcpcRxON+r45bwi7lrXyNWzS3B9fIBPS56mKXI5AGO9omCjOWcCp/U3ACFOP8PNhs3JHON9EIx2fn3CVH761Fb2R7LYX3cqGvxMq/mEzeVLY78TCetx+RSklh9DweM8+cVq/vzuICFF5p+rwhgrT6A3LY/53isINGbgKVFI1mo4KsWKJnUSMAmdUscDHYK8jWtq5LzHalCWiOu5+vl/ccdJS0lZLH4zWFKEoy1O/IZcwV5XkO6mb1Y081u3uKxcuTImlT2E1NTUmEtoNNjt9iMiLYFAAJfLlfBvCN7WTuq3bSLkE4QjOSs+iPsGg7h6fQmuoiEc2LwhFmBbPvdoTrzqGhQl7i5xdHl5+fYtbH6nAUnSYbD9EIPth2gMM+loKEwUr+ry4uzxsfHN+pgK7ddBf4eHrgYXT9+wnhdv3RSLCUhK/epumaH6JMMrwx6MshkZnHjFFE6+atph27rwqBI0ErhklTWmMO9Fvhlr/jawqjoxZXFxRQZnzsg/xN5xjJkZl7IPh8Sg3bx759c6hzfuupVHf/5TnN3/OavboRAK+Hn2+qt54leXjbA4fB1oZQltwI8craId8vsIBRJX0eFhekaRYavcr4KA1zPCWjJUwmE4IuEwQV88xis0vBikCkarFXv0XY+EwyiR+HsXiB5nMFmQJAndEVhcJElCqzegqAphbRjpoEBkSSOjHaX4IYBxbHzcKJ2WwfKfToy5E3LKkkfEr+SV2xP0WgrGpfzXLZgxLZdIJKZP86uZv+LJ457kgaUPkGcdmbFTmDQyALfYVgzAC/tfOOJU6S/av+Dhqoe5c/OdsViWIbyw/wUAZmXPOqTo25i8eDxIU24TP//5zzn++OM599xzkWWZECHcBnfCMUNy/KqqcsARdZeoYA4LwujViD6j6dXELDSlpaVMnCA0V3yWNnzmdsLtWu7bfh/vN74PQL4nH52iIz09nZPnnsy8zHiG1Q6PaNNs07PsZxPZMiFxwVehN3HuMWOouvFYLjyhHPOFHdSl7aIvIsb7MfnjQdbB+FMgW4ib5srbOWPJbtJ0zVA4l6UTssk3JaZrj9UeFMdi0qJqJdSIBW/jVdz4toeQIvpnSNXSmyae9TrLErbahYW9SDuY4AaeUxZP587sF7GEP/w0Wp4lPZ2UyjjR1eXmYo7EU6Sm28Q9rt7YiRJRyThEnOWR4FsnLgcXOxzC8FpCB+//yiuv8Morr3DdddeNsNgMx2233UZycnLsX0GBWFVrdHoiIRchz1uAQlrhdBFICwR9YZ67aSPP37yRoDfClClTyCkZ6VNc+tPLOfnq3zJu/jEj/G8hfwRnjw9ZK3HhnSuYd4ZQdPU6xcBrO6jUvKrG41K+KhxdXp6/aSOv3LEFZViee2axDVnz1R/XtGUFLDqvgjOuOXQMjiRJFE9OPyy5AUg265iQGx98V9X24v8GBO2bot8TpL5HPKtXLp3HTadM5P4fzEBzBOJdWaVjRmzrahg9iO9wcHR10rxrB+FggNqNX3zl478puhvqhdsmFGL3qpGFRL8Ogv7EvutzOfG5B2OkYTg5OHjfI0U4SoYMZgvaaMXfUCAghByHn4vPCypoDlEh3ZqahqzRxL539/fR09SAu78vdr46k3g/h1xFoS+ZWHUGY/R8RvcCtWvFAACZM0lEQVTvS7LE8MjCvFvnk/3b2ZgmJOqvjJ2ZxQ//PI8TLp/C2FlZ6AwaMouFu1pv1DB2ZhbDI5ULJiYu+P4bGBMlLl4Zujvj496MrBksyF8w6jFFtpElUq6acRV6Wc+u3l183vb5Ef32M3ufiX2+a/NdMcLT5enilZpXABEMfChMKIhbR2ukGu7eejeWMgtFRUW8U/8Oc56bQ6uaWEbgscceo7a2lh5fD66gC42kYc2Za9CqwvnQkCSst1tXb2XHjh0AzJ07l3Hl4zF6xCLQb+okxZeT0O75hUKsrqysDFmW6XbFCb1DozIgK/g9IbbkavliTOIC1GfT4osO7W93O7ihrxJv8umoyFg0Mrln3Ae/74SJp0HeTLFj62Zoj1Y5z59FRIngKniKwoIHsBc/zIqiT1mQu+H/Y++8w5s47P//Om1ZHvLe2yyDGbYJK4QQIHsHQpO0TZM2kLTp7heatP2ladNS6E5XIN3NIjh7gxOy2GD2xntvSV7a9/vjpJOFbbANZt7reXiwznenkyzdve8z3h9CHcFDVL0ROkStCk+iERGYnbyF3835EbGxlqD1RF/kvaVtI95e6eKwXuaP6bFeVLGBBhAh3lfPdewD+OBHCIKIPjODNb94jF80V3JtjPRZO7rNb1oa/B4OhXPWVTSQoFmyZIlcC7N48eKgqc4n89hjj2G1WuV/1dU+E7bsXhb7Qgjh8YFBijvfq8De6cLt9NJS28mdd97JQw8/zMT515OWN5k7lj/BLd97jMnXBnK7bb7prrMXjyLv6sDde1puNCaznpyC4MLfmXdko9IIUuW4rwDWH/4dKpUHW4MeT5iTzC3fmsT1S/qOERgMgkpg/Ozks9b98+g1wRf8beX9C9Jzwe4qKcWYHWuiMCOK+2dmYNIPLvspqFRc+/C3SM3N4/qvS+MamiqGLlz80TqA1l5h0XNFY3mgyG7P+ndw2nvwejw0VZQN63hEUcTlEyOhkdKFtKfDhrWxgfaGWrxeL+5eUZagCMgQcPmiLXqTiZjUdLQG6XtzssGjPyqjDwnBEBp8h2YwmdBoJdGj9YmfbpsVj9tNZ3ubHKnxCxGtT9B6RfCcQrzoDJLQcfb0YO/soKmirE80K+KGTFRhWmIeykPQqNCY+4+GmiL0ZE6MkW86Zi3MIffKJO55Yho6o4bMSdLJPnm0mZz8/s3ARhJziA6DT4UdOt56mrUl+hMuk2Mnc1+uNMrjqa1Psbtp9yn30dDVwKa6TfLjw22H2d6wnT/t/hML31pIh6uDMZFjBhRPQNCcIpvWxnOHn+PbG79NmaWMxz97HACnqu9U56KiIg7WH0TtVTPLOou9u6RIq11lpzysHJc68PnOyMggNTWVjjYHxm4pIuFR9xDliEdLr8ib73QfGSlF3Rps0vcizPfelmq9RMQa2WoNRIDU5VLKZcs4I6M+289/alt46GAFAN0Rkhttqs43kkLtO6+l+iLFNTuhYb/0c/x42uxtiGov7aHVeI0V/OimPEJ0nWS0/AbNMQuqBukAvQlG3FMjcU2M4rqrNnN/7otE6DsYN0o69wntDrBLNyZCjwt767vc+vqtVNmqeGLzE1zx/BVE1v+Q0NZ/c9e1U4nodb1uCvNIQvyFu2HLn2HXv4m6/35G1VQw66nHcdeV43J6aKuV3oO0k4T+UBh0jcuaNWsGbCsDyS9h/vz5mM3mPtGVtra2AVNBfrdLQO5CKisr67dIV6/Xy5OYexOTPpnWUumPqNbm0FzZhcfjRSUIHPg0YKlta+6Bsb7jfejRPvuRj9cXcYlKNBEebWT/x5Jqz86XTjIRsUZm3JHNltdK0Rk1pOdFc+cPCtBoVex6r4KOVjuW3i3Mp+DQpjoq9rUQmxZG4Q0Zssutn4TM8DP6A59trhufwPbH5/H74mO8uL2aDYcamDM69vQbnmU8XlEuxi1MH96dat7ca8mbey2O7m7g93S0NNNtsxISHnHabf2c2BFoAa0/3r8l+Nt/WEnpzm3EZ4/irseflC+kw6V8zy5ErxeNTsf219fJy23NTfzp/oAfid5k4qG//IvaI10YQrWnHNznx+t243G7JefPCDNdlnb5Ttjr8UrRHXfgxD5QxMXjdtHR0oLeZMIY1nfSsT/d5C+G1RtDcNntOLu7g95//3OpNTpMESZEr0hIhPT73u+jRqeHrv5Tl/6IjgrJJE8UpXTRQJ1QWqPBd4xObC3NeD0erE2NqFRq8HUhGsdFEzll6MZnSTlmknLM8uPZi0eRUxgneb4MI6J6NjDrNTQ4XJSXWWHO6ddPNCUSoY/A6rDy9UlfJ1wfTmxILEvylvB++fvUd9WzZP0S3rvrPWKM/Zs7+ruD8mLyyI3OZe3Rtfx868+ptEn1HHHGOP54zR9RCQO/J5mZmdx0000ctB8EX6C+qbuJF468gIjIuKhx3D/1fna+upM6bR1qUU2cPQ6Hw8GuLbsYYxlDrDWWjz/+GIBuTTcOjQNVvorwo+GkpKRw0003AWBr6UHtMQACosqDByffyv4Bvy39JXNT59K4Tyq2aa9005PvwdItfW4n2jVsMrg4Hiqy4v5x/KtFijZod7eS1OmlMjPQXfST432H9xi9LcELYkaDIQLsVmj2pYbixgW5/IqIhMTcxM8/+xtWTwVXt3/Op+3TcCYY8aQEbmA/1RawWJBSck0G6bOsbrajanHgiTegqeqC5FAqxUpueu0meTsNtXwlZy5XJBRiK2ii/YUXpb+pWMHoxr3IV4PGg0Rc9Qit4S6cNi09Lz5F952/RxTBGKaVi9OHw6CFy5IlSwa13vz581m9enWf5YWFhX2WlZSUMG/ePLk418/JNTKn4/BWrRw60oeNwe3yUn2oDXN8CC57IKw9mPSN2+WRxUNkogmtXo0+RIPH7SUjL/AlzL8uneQxkWi0KjRaNfG+EHBEnJTHG0zEpb7UKk9sLt/bwqHP6+RBh35i0i68OTpx4QauG5/Ai9urebWklqkZUVw9Oo6IfmayjBQ/fn0/r+2Wvujzxp3Znao+JARzQiKWhno2/nsNkYlJTJh7LZ1trSSNHjvgdh63m8bSQB65tbaang5b0IW67tgRjm6RQue1Rw5yYvsWxsy6SroIDgOX08GrK57oszw0OobO1uCTnKOrizd++yrNNUlo9Wq++pvZfQq0T8Zf76PW6lCp1Wh0+qCUSbfVEpQq8rgly/retRler5eWqkpEUcRp7+kjXNwul7wPv6jwR1zc7uCaGX8NjVqrRa3VEpnY/1wxY1g4bpcTnTEEY1g4jWVSJEoQAm68/joXpyji9oroB3gr1GoNGp0et9MR9FqtzY2YYs5uVCQ00sCowjMTsmdKlElHg8NFVV3HoNZXq9S8fPPLuLyuoOhLqC6UtTevZcmGJRxpO0LRsSIenvRw0Laf1nzKlrotPHdYShNdkXAFt2Tfwtqja2XRkhqWyks3vyQPejwVU6dOZbRjNG+3vy3PElp7VBrUWphQyE25NzEjYwaPfPgIh9oOkdidyMzGmXSe6GQc44L2VRNaw6jIUSxbsIywm4LPu81VHQioMGpC6XF34NF0c6XxGjKvSWKMIZfVH68GFRz7rJ1RV/tqWrRqJlvVbNW7qPG4qVF5OOobNih0uHhk3hg+Vbl41yGt7+wnClhRV8Te5mgmxU6SFqhUUtTluDRmBm0IRKTRVBPso3Lcchyrb0Dkr+1/4Qdq2Ng+H2+vzlKrEIvVI6BX6zmklsofVC0OVB0uVB3S9+7GZjMfpAb8bZdPXU5WRBYzkiR39ZBe13Wrzs2/Sv6MPJe98QDCJ79CH+HGadPiLPmQ5onSvmJTw86onuusS/yTIyVlZWUUFhbKEZeSkhK5jiUrKyvIpru4uJiFCxcOubtIELRoQxeSe9W95F0jGcGt//tB9n0YHCofjHCxNveACDqjhpBwHTqDhoU/LGTxj67oUwMSnxFOdHJw+Nrsay22DiLicmRz4AMhqIQ+ogUg8hx3GQyWK3NiiAzR0u308O2X9vD74v4Njc6U5g4H/9pUTrfTzUvbq5jwxAf8+oMjvLi9GkGQOogW5Pb17BkqY2deBcCRTZ+wpehFnv3GA7z4kx+w653XB9ymtaYKj9uNPsREZFIKiCIv/uT/2P/RejlK4Tco9PPun3/L37/5NV+UZ+h0tLT0u/yaBwJDBRNHjZFTKLVHpDtbl8NDc83pL0z+NJAsKE6KcLqdzqCLuej14j1pFpGzu6tXlMaD2GuEgMvhoKWqApDEiL/DQ+ULhXt71biIohg4ngFqXEpKSli+fDkanY55N95MQ0srgiDw67/8jcSc0TzyvR8ENQYc3buHe66a1adAt7i4mOLiYrnW7vDxQMeJRqeTCnY9HjraWs7qnJ6zRd2xw+x65w283qHXnMVHSueshpZuPKeZK+UnKTSp35RRpCGS+8ffD8CLR17k05pPsbuli3VDVwPf/OibsmgBuCLxCrLN2UxLDBTLPzLpkUGJFj8R+giKbi3iZzN/FrR8lFnqeIsKiWLtLWv5bsF3qQ+ppzK+ss8+TCYTK+9dyYs3vUiYru/NYvVhKYugC49huyuVGq2DbU02ChKvpGpnO6JK+tyqPQb27pGiHzEGLSGiwBRfZHBNSZUkTtxeckIN3DcjnVWFWdybGHyj7rMFIlasR931Gb/Y+ougOhNGXRv4OWYUqFR95ir5xzZEeUUS6eYfmt/yq7D/Y7K4C5MonQdEdRh/qx/LxrKrcal06Du6EHyCJUMl7S+0J1Ied5EcmswXc7/IzOSZsujQxgfOvZZQWNe8g08c1/Jcx3LKG47B0ffQhUrvjcvmpWWPlEKMSQ0NOi8MlRGJTa5bt47ly5dTVFTE6tWrWbcuEM5esWIFRUVS4ZXZbKawsJBVq1axZs0aduzYEbTuUFBr05h07Y3kX5uOWqvC5fCw3zd5NcTXBTAo4dIorWOOM8p/HHNcyKDbFP0RF8tpIi6OHjcndkkfjtu/N4Uv/2ImkQmB50jMjqDwxozzFj4+HRq1itt7hcq3lg0uPz5UfvTafp586xA/fv0AP3x1P50ON3/ZKKUsH5iZyd2FqWelE2P6XV8gcdSYPss//u/f5RRQ1YF9bCl6Ub5wN1VIAjwuI4sbvvFdQiLMtNfXsn710+z54G0sjQ0c374FkIZH+uloaabm8AGGQ0dLc59ls+7+IjmF05mx8F5mLf4S9z71W774qz8C4HWV43VLKbXG8tN3HXlPEi69i2J7m7up1GoEn+iwNgd3bpzcheRxuxBFLz0dNjpaA8ffOxLjNwH0ejxSHY3Tidftlk9uA5kE5ufns3LlSjki7L9xuu+LX+SZZ57h1ddfl1PRRUVFaBA4vHdPnwLdRYsWERUVxcKFC8nOzuYrDy1B5yvqNYZHYI5PQFCpfOms899NdzLrnvoxH//3WbYUvURHa//idiDio6TX2en10lQxuKjLqbgu/ToywjNos7fxjQ+/wR1v3EG7vZ1Pqj8JugAb1AamxE0B4N6x9wKgElRcmXxlv/s9HXNS56ARAp+TUZHBrfp3j76btLA0dobs5KPEjzgScYRFX1zEzTffzP3338+omFHo1X1LEZw9bhrKbPQIIv9sjuGQJ4F30mL5vqGLHx6o4uA2KfohuN0Iopq9+6TzergonZeuTpLqXt6rkMSPqtPNr+6ciFatIkan4Xdj04jq5YD++pRR/HlcGu9Om0qo1sThtsP8esevcXl80cjJ0nvVKQi8pnZgd9tp7A7uyHvjxBsApKilG2tD9q2k67v4P37JS+F/IEstfUa63VPYjjTqYdLxnSyuLeLu2iLGWg4CsMk6li9+mERYl4ZlBd/v8940VdroXLaGyAe/Sm1hHCq7kQPtj2Dtms6P1DdzSOVGCJO+a/scRppqpHNFTEoYNb2CFkNlRCxDe0dSettwA32ESX5+/pCdck8mMTuCjLFJJGZHIKgErl8ygQ+ePYDbKX1JsqbEcuCTWlprOtn0ygkSsyNkrwWvV6RsdzN1xy2EROjw+GYB+QXIUPELnC6LA0e3C30/6RNRFCn+50Gcdg/m+BCScqS2yNu+O4W3/7yXxGwzV31h9LCe/1zyzWtGcajOxrbyNlo6+xbBDRdRFGnrcuIVYf0h6Qv5aknf/O+d+Wc+XM2PWqNl8U9/hbWpibd+v0KOCgB8/tJ/WPSTX7Lu51LBnz4khPwbb6PJ14UUl5lNYs4Y7v/NX9hS9CJ7Pnibjf95lo3/fhZR9JIxuYAxM69ib/F78gys+uNHyZpSCL1SGYOh94UfYP7XvsGkBdKslpmL7pWXR6ekEhE/CWvjXlzd69GFfXlQwsXtdkkzBb1qnHY3OqP0eRYEgdCoaJw90kXbGG6my2IDvLgcTrxeEZWv+LV3uzSAy+7A2tQUlHKKSkqW9w1SsbSgUiF6fQKnpTkgnjQaWSQNxMqVK8nMzGTNmjUsWbKEtWvXBkVzQToX1dilz+nJEZd169YFnYfMZjORicm4nU7J20UQiIiNo7muFkdPN7bmJgypw5/LczZxOR1yl9bWV15k66sv8eDvnyEycXDfj+hQX2GzSqRiX8sZD3nUqrX894b/smLbCt6reI+azhp+ue2XdLmkz863879NZngm4fpwjBpJNM1JmcMD4x8g3hRPpGF409qjDFHkxebJhcFZEcHR/1BdKH+65k/c9sZttBvaEcwC43PGn3KfDWVWLE3diF6R8igVvoAEFl/dYVG7lYzm4xAbieC04xW9fNhoAQ2EdXgANVOuSETT1Y4zSXqt+WaTPEbFT1evSFdBeAhTI6RalIcnPsxvd/2W5w4/R7gunEcmP0KXAJtnfo3/lL/FXm039Qf+SV2XFL0fFzWOw22HZSGTklQImYug8KtMtB+lpuZ/jBr1OF9rUfP48XrskdNoNEnpz7FlB4h3SueXzp5QCAerNhyNU8tPSp1c0xl8/qg52s5bf9yD1ytiuu8ernyvB01bYNBwfGcWK9KiSMzU88B2N+oOFa1O6brrXvsM3W/0P1JgMFwSXufXfW0CMfGBD0JGXgx3fD+fdSukGUaZE2M44Iu+7NlQxZ5iuP+XMwmNNPDe3/ZRsb9vtMDcy012KBhMWsKiDHS02Wmp7iS5Hwv9hjIbFftbUWtULHgwV/ZyMEXoWfyjK4b1vOeDKJOOv99fSN5P19PS6cBmdxFuOPM6lzWflrHivVOPkFcJMDbh7Nb/qDVaopKSuevxn9FaU0VkQhL/+PYSqg7sC+oeOr5jC/k33ibXUcT72utDwiO45oGl2Ds7giaLF958B4iw6Me/kEVN/YmjFP3y/2FtrOfLv/6z3MlyOmwnRVySxozrdz1RFEEzBziA6GlF9FpoKBv4OUp3bsMdEopbLaBVq+nu8NLT1U10tBpzVDQqlRqVy0V0TDwIAj2dLrA7EUUHqLpwWvQIggeVWo3TZkV0e1BrtHjcLizVwaF5tUaL2iviPSldpnK5cbuc2JqbEARB7igaqBW6N2azmWeffZaHHnoIi8XC0qVL+10v0BIdvHz+/Pnyz+vWrWPp0qVSTUyvVJneFCrV4ohQuns7cReIcGmrDW75RRSpOrBv0MIlyiS9xh4BKva3MOOOvnYRQyXSEMmqOav4yoSvcM879/B+xfvy765OuZqcyODuRLVKzfcKv3fGz7t4zGJ2N+3GpDURou1785llzuLN299k5Y6VXJd+3Sn3dXhzHR/9N3Aeag1TgdXndNvL7r/HN2XZ43TxabSTWq+IVhCYbFVRlmngV7YmXPmBBouf5PX93FwdFcYHLTYyjLogF+n7x9+PIAj8ZudveKf8Hb6a91WWbljK3ua9YJD+bs8ffp5oo7T/R6c8SkljCf848A8AkqNGQ7407iDSOI3ISCkld2Osi8eP11NrlrpmI6xtxLXUkxpiobrbTLhbEindvv2G9mjg6Hsw4S6oLYGyjWzbPEf2/tm7oSxItAAkW0dTrDdQHe3lASDequGIKEVZXe+/dcr3/nRcEsJFZ+z7MuLSw8mbm4K1qZvk0ZHkzUmmrtRKa00niNDqa3n2i5ax0xOo2N+KvUuS1MONuADEpoXR0WanubqjX+FSsU+6+GRNiSUuffC53AuRMIOW2DA9zR0OKlq6mJhiPqP9iaLI89uqgpY9eet4dla2s6uijTqrz5tDrUIzQmm00MgouRU4Y9IUykp2sPPt1+Xf1x09THNVhZxC6i0eBEHghke/R1hMLI1lJ5hw9XzS8ybz9l/20lrTybz7pXWr9u+Rt2ksO0Fqbt6Ax3Nk86c4e7qZOO/6oDRAztQZxKT0f/GsO2bB0a1BpU3E66oBTw0drZFYm7v7ODA3V5bz6fP/Iv+eByDU5CtoVSP29HCs4OpBvWftp18liFMlFs2vvAyGQBHhYEXdwoULWb16NRs2bGDZsmX9ruOfgNFfO3RJSQlr165lwYIF/TYj9BYyXW1DfcUjQ/Hf/8reDe8CvqiVoMLrcdNQelyOxJ2OaFMg4tJW10VHmz1oIOuZkBudy9T4qWxrkOz7MyMyyTafuTAaiBszb0RAOOVzZEZk8sz8Z065H4/LGyRaAKp8heNXzk7jw14Tr5pjzES57WwjhyO+C/n0LjcGwcD6/JCgtGSGR8W0mL43XL8Zk0qGoYklqcEdmoIgsHD0Qp4ueZpKWyU//OyHkmjphc1pw+aUhEZudC6zk2cTZYjijdI3uC6jf3GWoNcyJUTH7m7p5uA2TRtTIuu4MraCj9zXs8eXMuz0anAKWqwuPZwoBo8bnp0LQHvbOvwSoq0pUFTvdTeg0iRgdIcSVvFlxowqBipx6qRInsrrInxqAhuqjXAieKL0YLkwCyjOElctHs0t35yMWqviqnvG8IUfX0HWFOmDYWnopqFM+mPHpIYy7yu55F8fKDY7E+tt/+Tl5upAvri+1Eqrr3+9fJ902s6c2H+r4MVGZrQU1ixvOfPc/9HGDqrapDvxO/OTeXnpDO6fmcGf7pnC5sfmkWyWLmI35g3fvOh0WBq7ObKlHlEUifNFU+qOHpJ/7/V4eHXFE4iil+SxuX2s9lUqNVfd+xUW/fgpxl15NS01nVTub6Wz3YHTEdGnHdraOLDjrqO7m3f+uIoNa/7Mu3/6DQc2Svn067/+XW77wY8GTKHs/0S6C4/PlISSziiFjsv2tPQppq06sE/+WaPTo9JcWGJabxq8w2Z+fr5caNsf8ryifmz/8/PzeeyxxygtLZXr8E5GrZGiP12WYMsHr8dDe0Ndf5uMGO31tbJoAZg47zpu/u5ygKBut9MR5RMuDq303tiGaZ45EAvSA14fd4++e0TdgQVB4MasGxkT1bdebSiU7wuuE+oWRKpNAu7MULaEBH9/GqNiafSGcsQgpaZubniX/LaP2TbaQLMGEnRa9swcz0+S43j/qv5HisTqtDw5KpnkkyasA5i0JmYmSU0nGyolk8l5afPIjMgMWi/BlECMMUYejfDKra+c8n1Y6mpjdOkBxjZV8b15tzBvzhj0ag/XfnUpj/55jfy5sGrDsblDoacdqqTIs8MbgsMpiZaspEB9jcvTzDH35xzXSMIuxZLH4oTvYMjNxaE3AyDo22BKKJXm4RsuXhIRl6HgFySWxm4626W794RMSQnmzkpk8ysn0Bk1QYWyQyU2VVLUzVWSUOlos/Pab0sQvSKRCSG0N3SjUgmknQenzJEgM8bE9oo2Spu7qGjpIjUqhB6XB5NOPeST1Hv7pYv4/HHx/O7uyX1+//zXpvHyzmq+Prev8+1w2P9xDUe21HP90jzCogyIXpHnn5C8WfQhGswJwRENY0QmPVbJmRUg96p5ffZ5Mn6nSICOFidTb7uLzS8/Ly871QWvqZfB3OHPP5Z/DoseWPR225yU7ZFOvBPnTaP+2AZcPVWgFdn8yglKS5pYuDzQxlhzWPJA0ptCCYuOp7vN19mjN5C4YRPh0Qa8Hi9t9d1BHTWiaEf02BAEHSBIaSMfhrBwVOowHJ2taA16wqIiUalP3QLe2d5Gl6UdTupk8te6nI6ioiIWL15MdHQ0S5cu7dd3yu/dMpDtv9lsZtGiRSxYsID29vY+HY7+19DZHixcNq39H9vfKOLW7z3OqGkzB3W8Z8ru998OehweG09CllSQ2lJThcthH5RnkP8C1SNI74n/vHi2mJc+j9/u+i1qQc0t2bec1X2PFI0VwfUcO1M1uKZI1wm3V2RmuIldBxtwpIZx1JiEITQcZ0Y0WUcOkdlTSVtYJJsmSdeQx7ISSdBr+cbo/lv5B8MXc7/IxzUfA5KQ+e2c36JWqfnmR9/k42ppeW7U0OashR7dz20b3mHKDbeQYNTD4uegowF1RDJhQGqkkbYuJ63aKGweCwDe9f8Pp6ilwyN1E7k0IhUNO4CbATiuN1Fsnkeu28Mot5oMt4q99jhm/fY3fLruVSiDbp2FY3UdvBl/O/DmsN6PSzri0h/+9uL2xm65WDE+S7rD1Ido+dJTM1j0WCE6w/A1XWy6JFzaG7qwd7qoO9aO6LvDa2+QogmFN2X0W7h7MTI2UXq9T394nKt/8zE3Pf0ZE574gBe3D9259b0DUgfMjXn9DwzMiDGx7PqxhA7SIfdUiKLIpy8do6myg09fku5Qqw4FLki1Ry2UB4IRCIIaL/Px6/3IxGTGzTq1Y5coipzYGbgjaavvYtoddzNu9lx5maU+WLi01lTRcEI6nobS/kOpYTEDm/6VljQhekXi0sMYM2MyKrUGR5cF0SvZfzeW2+jp7KGzvQ2v10PNYamDQKPV4nK4fa9VKhp2CzoEoxGXoAO9AcFglP/pwiMQDAYEgwb0Gt/P0j+VMQKHWwOGeERtNJqwMFQhIaf8pw4NlbYXBGJS09GHmDAnJA5K/FosFtnM0p8mWr58eZ/1+psQXVxcLDueQqAzqb/xI37h0tuYT/R62f6GFKH55Ll/yOv2dhjubGvlwMfFw2pX7g9RFDm+bVPQstTcPEKjojGZIxG93kFPPPcX53Z5vYiIdLSdvQnPADHGGJ6/8XleuOkFIvRnVvh7rvBPfw71zYerjAmcb36Wk8SLU7LJd0p/34aMRCqmjsIba+DE7HzenreI5+9cigOYZQ7l7oThFRv3ZlriNNkT5/8K/w+1zwfqwQkPyp1U/g6tweD1eijdIXU8pk2YLC1UqSEiUBc1e5R0jtlhLsBmF3neNZeZ5Q8y2bGGj11SPUuzKPLbsMDNW5tGi0NtoNMjnfOS3Sr2HKnhWPlxXFYpMt+st/Fr941YdOYhvgsBLtuIS2tNpzy51R9xAQiPOfOJx6YIPdHJJlpru9jxTjmtdVLkJWmUmazJscSkhPZb+3KxsnhqKv/eXEFlqyTKjjRIKbLHX9vPvdMGX8B4oqmTY42daNUC88aduTfL6ehtElh9uA2308PuDYFC0tLdTXS09TJEU8UhqMLQmq7F66pi6u1fQ2sw0GVxcPBzSXxMvSkj6ELb0WoP8udpr+9CpVJz46PfZ8yMK3l91c9pb6xn9/tvYWtppvDmO/j397+OoFLx8Or/ycIlMWcM42Zfze7338Lr9RJ+CiM0f5t9TmE8Wr2BhJzR1B09RN5VcHATiKKT/3z/YbosgUqTiKRwVBqNz7BRTUi4ji6bA6/Hi8ftxdEtCRpThB6Nbxqy1qCmtbq9z3whAKc9cE/kdnkQvWLQQMH+MIaG4bL3YAwNR6PTDWg21x8rVqwI6iJat24dBQUFLF26NMhbyl/j0t5uQQyVLA+ioqKCinNLSkowm839djuqfX4zHqcTe2cHxrBwGsoC4tIvZra/UcRnL/ybyMRkbvneY7z7p9/QUlVBt9XCFbct7LPfoWJrbqKzvQ2VWs2XV/2ZjpYmuZ0/OjWdLks7bbU1JI3uv3i7N/6IiwdwCGc/4gJ9W5MvZCyNgTKCG5bmUXOknb/YpbrE27VGlqRK3717eiLZ0dyD+6RZdYdHTZJ//lFq1CmFt+j1Un/iGHGZ2QN6Ffn5xuRvcN/Y+4KGTk6Jm8L6hevZ1rCNeWmnj/76qTl0gM72NvQmExmT+u/q/eqVmfx7cwUWIvlr5lJ6lfXwsvNWrgYsKi9uAbbqXYx1qdmnc6PHzTVNr+EM/yo6lQldDazf/jQa49VoDNCs76DUMw48wxfIl61w8Rfhmsx6IobZQXQq0sZH01rbxb6NgYr/SdekyjU2lxIhOg3PfLGAJ986yNayQMRiqKns933Rllk5MUQYRz4aVXM0UGDpcXlZ96ud8pwqgM52B4IgYAjLxd5xDG2IdGJQ68ai1o2lYn8nE+aIvPPXfTRXSWItebSZ5NEBUVpfKkU51FoVHpeX+lIrez+sZuI1KZgTpAtzc0UZH/1Lcpve/+EHgHRCa6mqkIXLrC98ifS8yeRdcx2CSjWgr4mlqZu6ExYAcgqkE2xq7gTqjh6ix1ZBTOqVNJbuo6sruDw2Le9KXHYPLr0HrUaN3qTB5fDgtLtxdLlx+hyo9SEaNLpAyscQGialdwD/5EG1zojoBbVGhdcrInpF3C4vWv2pU0UqtRpz/NBql4qLi1m9ejXFxcVMnTpVtl/YuVPqKFywYAFLly5l2bJlFBcXs369VCP0z9/9htqZM/jC3YvIz89n8eLFrFmzBoANGzbIk4FPxt+2DZLpW2tNdVCLuq25iZ4Om/x39Pv6+NvrD37y4RkJl5bqSupPHJVrbeIys4lOSSU6JVVeJyopmar9e2ir72sh0B96jZpQvYZOh5suYfgRlxJrFx6QW3kvNrptTj78z2Gqes2Li04JxWYUaN8m3QxclWiWfzd+chyFL7/DroxshE4XC67J4B13QPSNLj1A1c636EhMJu+aa4lKCp5ab21q5KN/r6Zs13am3raQq+79ymmPsb9J2bEhsdycdfOgX2dTRRlv/f5X0jFOmzWgYIo06fjFHRP44Yvb6REkcfsV9fu84pmN2SsdR5ihC9DxmdHNZ0bpBubqnFjuf3AFu7e1UrHJycQeA17TbWh0Ur2gXfTgFdRovcObLA+XoXAxmLRExBplM7rU3FMr4uGSPj6a3euDu2NOHmt/KTEuMZyXlswg44fvyMtUgoDT7UWnGVxG8l1ffcsNE/pPE50tqg+1cWxnIxbfNFyTWU+XxSGLlituyWT7W4Ew+12PP8abf9yOyyF9wa9cNIrP1x2n6mAbf/36RtlZEqRUYG/h4hcRuTMTZUPEz9cdJzrZRGJOAoKgQuxlytV7yODRLZ9ja25EpVaTkC3dsZ6q3qNsTzPvPSPVq6SNj5Y7Q1Jy89j22stUH9pP8vh51LulFF5izhhsLU3oQ6OoOpKIebQbIkCjU6PRqtEZNTjtbrqs0oVMrVH1GRlgDI+gp8OKoFKjUkfgcavxvxxTpB57hwun3Y3b6TmtcBkO8+fPD4qW+FmyZEmfziD/ul/+yU/xiDDGFKj/6O03dbrxJn7h8vqqn/f7+51vvYqlsV5+7E/7QV+Pm6Gy7uc/ottqkR8n99MO72+Dbq+r6fO7gciJC2VPtYVGtZfOdjt2l0eaKaMb3N+s3eXmxhJJZB+9cgIR2vN3afmw1UamUU9WSP+DL/vD0ePmlV/vCipMjssIZ8PhRpY+X4I4X7rJmJMU+G6Pm5nIjOd2YatwcM+8KTx45Rg+aLFSYNTw/Kuv4vj4dUp9IzRqjx7i3p//Rt72yKZPeOfpX8uPd739OnlzF2BOSBrR4mWAT/73D+ydHWh0egpuvuOU6942ORnxw8PsKjnIzFtv5wbrfu6q+YxPWAlOCO+qgPCA51i4QcNPbptIUmwokUmd/HLLZhK8GlS6QJdXQm0YREM0HfRNxg6Oy67GBWDygkD6Ii13ZApkE0eZGTM9gVFT44lODiWnME528L2U+cPiyfLPHq9IVVsXTTY7v11/lAbrwCHoytYuDtXbUKsEFuSOrHDZ+PwRjmyul8PBN31jInG+WVO5s5MouCFDNuHKvz6dhKxICm8cS3SyiStuySRvbkog1XdSjaelMeBNIooidccsAKSMiyIjL+DlcHxXE2qNltQJE4O2790ltK/4PQCyC6ehD+n/LtbZ48Zpd9PT4eT9NQE33oJeHXLJo8eh0eokUzdtO163dEGbfP3NPPD7Z9GE3I3gy5PrQzSyh5HOGHzR0vRTbK3RaolNzyQmNR2DKVDQrjNo0Bs1clrJ7Qyu7fC4vViauuXI57mkvzqXodBfkbFGq2PyddJdr7/eJXX8RGYuui9oPVtzE902K8e2baL473/F3tXZZ18D4bLbg0QLQPKYvgZqUT7h0lY3uIgLwORUMwANGi8dbT3cvXoLs1dtpMtX83S6MQcftwU6KA91nf1U02DZZunkvn1lzNx2mGt3HiV/80H+WNF42u0q97dga+7BFKHj9u9OYdK8VKbekcUv3j2MGKIBlYDWC0m9fKqsTfVoLLXc0vohX7m+ELUgcGOsmfjQUL77pS9h7HVDUn/sSNB7WLk/uKXZ63Hzz+8s5YO//THIqPFsUrFnF2uf/CFVB6TnvvuJXxKdnHqarSAtNw+z20rXiX1w7zrG3fMbtN2SKNRaD8rrPTArgz3/71qyY6UuQGNoKD2avkK91ff9y4sefr3XZRdxARg7I4E9xVU4ut2kjhsZ4aJSCcz/ytCqvC8Fbp+SzLSsKJb8dxf7a61c/4fP5NbTA7VW/vVAX4O9HRVtLHpGKhSbnhUl59xHAq9XpKO1Vzh3WjyxqWHc/t0ptDd0EZsmDf+a95VcWqo7ZIfl/OvSyb8uIAZu+sZENhedCJo+DsHCpaW6E0tjNyqNQNIoM5mTYqg61Mbbf9pLWUkzV31hNLO/8GWe93m63PnYk+hNyaz75cu4u9fL+5l4Tf9eDC6nh5d+vh1BBVd9YYxcAF54Y0bQJGitwUD6pHxKd27F2rAL0SOFvVPGjWfrG5XYmh1EpugJjdITGmmQx0yoNSpUKkE2mfKLkJMRfBN8dUYNXVYHKrWK8BipyNafVnLaPXg8XgSgy+qkp0O6E3X2uPvMABtppM4icdjCxT8Hqjdzv7KEcbOvRq3VUvLuG4heL9kF0xg/Zx6b1z0ftO5bv1shj3yITk1jynWDC/M3VgR3SRnDI8ic0nd4baQvJWFpqMfr8Zy2mwtgUqok1OvVIvXdbvbVdCEi1as9bWunosfJG1NyMA8QSdnQGujCOdjZwwzz4FvYzybFvY5jX4cUPVlRXs8uWxd3xkdye3z/tYU23zkhNTeK5DGRJI+J5PXdtVRZejClh+MEcsONQcK9rGQHAEljxspDQv0IgkDBTbfLIhagvb6OqCRJVLbWStH4m7+znIq9JRzYKLU5H/ykmIOfFBMSYeaGR79PxsTBF9yejrefXoXDN0HdGBZOQnb/7uz2Lheb1h2nscLGdQ9NIHW85DFVe/QQ3V4dB0sjcTutiB4bKncDSUYvdT0qbsxLlN2z/WSOS4S90t9E9Npxdr5CTbQktrOMwx8Tc1kKF41Wzd2PTcXrFc/5SfNyIDHCSFp0CPtrrUF+GRuPNrO32sIk392dn+e2Bgpi75vWd3Db2aR3KDg7P44rF0opGK1eHWQGGBFrJCJ24NonrU5N/vXpsnBJGx9N1cFW2n3CZfvb5ex4W0o3ZU2KlT9nqWMjMYZp6elwUbmvlawpo5n7lSV0tbeRMXEKx3c2oVIHxHRodDxpEyf3ewzle5vpaJNOuEe3SqmJzEkxTLs1q8+6o6fNpHTnVqoPbJSO3xCL1xvKgU+kC+j027NwCJagbQRBQGtQy4W52tOkDbR6NZEJJtQaQRY/OqMGlVrA4/ZK5o/94PF4UZ/DmVxnGnHRGY1Mvu4mSt56lZu/vZwQs5mY1HQEQeDqL32VvLnXUn/8CLlXXYNKrWbuV5aw7bWXCY+JpaH0eNCcqsbS4xzb+jn7PvyAiNh4QiIimHbnF/qtO2js1WGm1mi4+dvL+00dhsfEotHqcLuctFRXEpfR9/NwMpN8xpGNai+7YwQc+bGgFii3dfNBi3Th+UVZPb8e0/cO3SuKbOwlGA51nl0fmKHgFysns77VxkdtNmZHhhGtC77s1TuctLdJ24VGGdht62bJwQo8FgeOeUk4fBfjudGB84Moihz8WPIKGj29/9lK0+/6AoawcPaufwdrUyO1Rw8SlZQsjTSpkdK10cmpJOaMQaVS43I6OPyZ9P3stlrYt+G9sypc/KIFIDw2bsCU1GcvH+PYNilK9fHzR7j9u5MxhGXj6O7gbw/dhzbkOtT68XhcknHmW9+/lur2Hjlq15vJefHs8QmXah1EiO00RESCG2rE4Q/mvSxTRSCdUBXRMnJM7zWLIy0qRG5f/tNHfdt7D9ZJH+zf3T1pRI3lAFp8F8+49DCuXzIBY9jwozthUQbSxkeh0akovDEDgI6WHno6nex6t0Jeb+zMwGtSqVWMmynly/0mcRPm3og+fA6frTtBxf5WBFXgrjAtby4qVf+CwX9yATi+U4qinDyt3M/J6Sa1fjLleyWvl+TRZpJy+r8T1fQa/jZQxKU3Wr06aDCoSiVgMp+61sDtODstwoMlIFyGv48p19/CN/7xIukTJxObFtxJFp2SyoS5C+RIR/4Nt/LImufIm3d9n/1U7t/D+tV/onLfbvZ9+D5bX13Lf//vG/zvh9+moy3YBM1fqD39ri+w5K//Ju2kNKMfQaWS3Zxf//XPBzWJPCPaRIRRi1uvYtuVkYgROsRQLe9YAimgF+tbaXb2Te01OFy0uwN/w4PnSbi4vSI7bMEmmL8aHSiIdYvwbE3wyIz9Hd3kbz7EkxEO3CoQInXcsfs41XYndQZBmi3i4/7kQKr3yOZPaa6qQK3VMnYASwSt3sDUW+5kzIzZAFT50kOd7a04ursQVCrMicmEx8axYMmj3Pjo9/nmf9Zx12NPAlB9+IA8ZLTm0AHW/fxHcpRnqPR0BPvS5F1z7QBrIqe3QRpP88w3PwXNbejDv4hKOwqVTupe8ziPMXrGbKJD9f2KFoC8cQG/qQa1Gtct36HDHQd42WhUhIvCBcY9V6TxyiMzOfbUDXy6bC5vPDoLlQDFh5vYU22R1+txeijzTRe+MmfknYT97sUxKWcnlH3D0jzu/+UsErLC0erViKI0D8ufXplz75g+dVTjZyeBADVH2iktaeKln29nx9vl7N9Yw/EdjQgqIyrtaAR1EpFJU/t9XpfDE+Q542cg4aIPMXHjt34gDXVUGRCFMWx+RTK3Sz1FnZd/nIYgCMOeVG4waYmIC5F9i9QaFbFpYRhDpcf+jqVzhb9WfLgRl+GSNHps4Bh0kpjrbGsNKsgGKaXQVF5KybsBcy5RFKk9Irk3J4/JJSTCfMrnuuEb3yM0MoqOlmaqD+0/7bGpVAK5o6JwTolG7FWAvcUVqFFwi8G1LH6q7MEDVo922XH140x8OjrdHm7edYxHD1WefuV+ONjVQ7cvHTnLHMpjmYncnxTNqtEpfDNN6rB7vr41aNzDhlYbInDCBMWTQtga4sXez7HflxhFol66yanct4d3fYW1Y2fNwdhranp/ZBdOB+DEjq04urtp9UVbzAlJfSJrOoOR1AmT0OoN2DtstNRU0dPZwVt/+BVVB/by2sonqdhbMuT3prVaSk1p9Qau//p3yRsg/WzvdMn2DTPu7Ds2QRd6E4KgQWewMXHeFMZffeoW7N6jI9zAv/ZJnx9N6BFU2uFPIleEi8KIoFGrKEiPlDuKsmNDuWWSFGn40j+2caBWahM+3GDDK0JMqJ648LMzH+VU+CMuUQNc4IeKRqfGEKpFEATSxkt3ZCUfSCeJvLkpTLgquU9INjzGSJqvtur9NQfoaLVjCNUSEhGI/oyafj/68C9QWtJO8b8PsanoOI4eN16vyLpf7WTNtz+Ra1p6E508cCtq1pSpfPGXv2fe157wud1KpOVGD7iNVq/GHB9CZOLwnaQFQUBv1BAeYyAsykBErNGXhpJEkb3LhcftPc1ezh56XwG03XPunhMIKoSMTAiOLN78nR/ytT/9I2hZS6/hlG21NXS0NqPWakkee/raudCoaNImSH4iLacxotvf0c3zda1sTdQimnUgiqgrpO+JRQj+jPUnXCp7JOFypTmUKK0au1dkh3Xo4z/W1DSz09ZNUWM71SeJocFw0JcmujIylFem5PDtjHjJ/j45hv/LTCBCo6bZ6Q46tl3WQDRqV46eje6+hbEHZ01glS9FZu/q5NjWzwHImTqdeV995LTHlThqDFFJKbidDg599hF1Rw8DDFgYq9Zo5L9x6c5tvL7q50FF2XvWv9vvdr1pOHGMj//7d7pt0nnW/1lKHZ/H+DnzBqx7aqmR/r7hMQbyr01nxp3ZxGeGy+c2v2SY+6WZzP/qI2h1p46mCoJA5qQYUAvs1wduUO5VFzO3a/iROUW4KJwzfnJzLpNSzXTY3fxvi/RF8qeJxiedm/k47b4W6Oiks+81MfvuUehDAvnzU3WsjZke6JyKTAjhvienc89PphGZEILJrA/M1Grs5ujWBvYUV/Pab3bRUGqlqZcdeXxmuCx4/KLgVMRn5TBpXp50NyVIzqCniz7pDJqglNFwEQQBY5hOLtiVuo7UiF4xyKRvpDH6hEuP13vabpmziaBSyY7Ho2fMZvwcqY37itsXMXr6LCLi4gmLDvg81R45hNcjnez9d9kp4yYMysYfICZdmmXTXFWByyvS6fbgEUVcXhG7x4vV5abd5eaO3Sf4/tFqehDB7kG3rYXo8mDhURAuCddXGtt5urIxuEPGLv3tMox6romSvscbWq1Dem/q7E7+3iuN81FrcGrDI4o8VVrHC/UDF3Qe8XUzjTP1/Q7oVCqui5GO7e1mCyBFsUp8qSWdS8SrEtjSJQmZ2B2lqCs7mb5hA2aViFoQqDt2hL989R72fShNup4wd8FpL9wgfe7z5kkRjo/++Qxbil4ApPTtQKT4hq5uWvs/6o4eQm8yce3D0pTnyv275cnp/XHwkw956Yll7HrndTa99D8OfvIhjeVSYXd06qlrCP03djEpUhQp/9p0Fi4vZFRhsOFlQtbgrT2uX5rHFd+egE0lfWZiw/Q84T3EihalOFfhIiAmVM8jc7J4+LkSDtVLJ6YPD0t1GnnJI+9x43F7sbVIJ7fIhLMvXExmPXf8IJ9Dn9eh0al73aX0JXNyLPoQDY5uN7MXj5brrRb/WOq6ajmpkFWjU9Fa28XWN4I7S2JSQrnlW5OxNfcQEWccdDon/9p0MvJi0Bk0p3W0HSkElUCoWY+lqbtPu/RIolcJCAJ4RXCKIvoR9s3ozeInfkX57p1MnH89Ho+bwlvuIKbXxeSux5+kct9uNr38PM6ebhrLTpCQM5rj2yV7/6EUa8amZQBwfPtm/r55L/u9KowqFSIiUVoNzU4318WE09kr8pRS3oXF4mSWQ8frFqcUgQHujI+kssdJi8vNL8vquToqjIlhkpip8kVc0o060ow6ihrbKW618UROMqdjb0c3bU43/+9ELW2uwGfgozYb9ycHUseftnXw56omVMCUsBDGhRp9z+3ApFYTrdNw2HcHP9bUv7C7KdbMyw3tfNhq46lRUNrjoN3tQS8I3LW5gxfmBFI+nVYd2jYrk6pLsDU3EZmYzKFPP4Regi1l3ITTvj4/U66/hbpjhzm+TRpSmJI7gfFXXTPg+idPi5/31a8zduZVbH75eTrbWqk+uK/fjrIDHxfzwd/+ID/e9+H7stACSMzpv5PIj7+APvqkm5neN0R6kwaTefC1gSqVwISMwE3cFZlRqB0T4dhng95Hn30Oe0sFhWGQmygJlKONHRyotfLx0WZUAiwsSDnNlmeOtbkH0Sui1auD0jJnk+ikUGbfPZoZt2f3aQ3sjVan5rbvTOGWb00KaslXa1SoNSoieo2emL14FKOvkCI09SeC72QjE03ojRpi08KGPF8rKtFEaOTgTbpGArWv4Nfj9vab+jodJSUlLF++XGo/LSiQ5wv5ly1atIiSkpKg9acWFmLwR136SRctX74ci8UyjFdzeiLi4pl83U2o1Gq0On2QaAGITkkj/8bb5OLa5qoKjmz6hNojh1BrtYyaNmvQzxXri7i0hZrZ5oJuj5dWl5s2l4cT3Q6sbg8vN0iux9/LiOe1KTm8c98VfLXbSKJTQF0fSKNkh+h5p2AUMb526DeaLGx5rZQP/3OIim4p4pJm1HF1ZBhqAY53O6jsOXUUrc7u5NaS49yzr4zj3Q6S9Fr+kycd82ftnUG1KO+1SJ97L/C9I9V8YU8pN+86xqxtR5iy+SB/qmzkcKd0UzI2tH/hMs3n6Fve46TV6ea1Rum156q0ZDe4yO7wtf07nYgeFRGeTsLdHVh809vbGwKmgobQsAG9lfpDrdFw83eWc8cPn2Deg49wy3cfG3CyO0iR0d5kTSlEEASy8qWat9IBinQPfiJ1OuX2I4rUGg2Zk/uKHT+iKMpu4vEZwRHwiLhAqjgyPmTIJnlGnZppmVEIAjwyJxvm/3RI25+MEnFROKekRBple/Ffvivleq+fkEBGzOBOAs4eN/WlVlLGRqIepCOvH4tvwGVkwtC/eCNBbNrARX16k4bE7Ah6Ol2MnZFI3XELhz7vO0U6agQiR+cSlUpAUAmIXhGP2xs0TmAw5Ofnk5+fj8ViYefOnfJcosWLF5OdnR3kgltUVERWVhYlJSUYVQI9HildZO61v5KSElatWsVjjz12Fl7d8DHHS0K1ra6GY1ukmorpdywmIm7wM7xCIswYTKEczT51ZGBSmJHvZyTIk7PHZUVSdrQNdX0P7nFmADKNetKNen41OoWvHazgtYZ2Xvf04IyA7jY1aAXSDXoitBqmRYSy2dLJhlYbX0vpO+Lk37UthKpVdHq8OHxiNUarYe2kbLJC9PLvjnbZyQ014hVFPmgJCPbdHX27pH5RJokKgWBH5N6YtRpGheg53u3gv3Ut/KVSivZO3L8PiONxRwhrOg/SVNZBPTHkhUjPY2msRxRFGn0zqaJT0rjmgaWnfE/7Q6VSkzWl/2L7kzl5pIdfJGXlX8G+4vcp27Ud8cGHg85jHrebhhPSMV5x2yIOffpR0D7SJ045pfN2a20Xne0ONFoVyaPNQb8zhgWKiIfrgL36SwW0dTnJig0FpsLELwDPDmtfSsRF4ZyiUgmM802T3lwq5TiH0gL96dpjvP3nvbzxh900lPfNo3s9Xtmi/mTaG6V8tjlh+IWm5wpBELjjB/nc88Q0dAYNKT7/F5VaIL+XK+6ZFM1eCAiCIAtQt2v4xbIrV66krKxMnje0du3aPtb9CxculAcn6nx3u+6TojxlZWVBQxnPF/6ZTbvefo2O1mZM5kgKb7lzSPsQBIEFSx6laoKUfsw7vJMvRwRH2Iwqgd+NTZNFC0jjSvQIGB1etLtb+aoxjHSjtN286HCMKhV1The10RqaIzR0aaVt043SRXGBz++kuCW4TgWg2u7kh8dqePRwFS/66lW+lhLD59PGMspkQC0ITPHV0+zy1Z8c7rLT6HQTolbxtZTgzsPwk25eMo16TKcw3MsPlwTAyvIG7CJEWNuI+ewFRFFkTJaZqz96nWabFBW+OlF6XdbGeiyN9Ti6ulBrtXxp5dNy4fNIctO3/g+AG7/5A3lZWt4kNDo9Ha3NQdO/y3bv4A/33Y7b6cBgCiUqSRruGZOWwVX3PUD6xCnM/cqpxVbFfqn9PmVcVJ8biN4CKSppeI0N5hCdT7T4WPCzYe0HlIiLwnlgfFIEOyoCAw6vyBi4iLU3PZ1Ojm6Vwrb1J6y8snIX1y+dQPaUQOHY5ldL2ftRNTc+MpHMicEnuXZ/xCX+4ohSCIIgD6rUaNUs/tEVeDxewqONqFQCoigSGjlynViiKOJ2jnznjfQ8HuzdLtQaFRqdasgRMbPZzLPPPstDDz2ExWJh6dJTn6T9U6J7e7kUFRWxcOFCli9fPtSXcNaJiAsee5F/422nvFseiLSpM6n5bB+IMHPnRhZPGs2LQgQuUeTVyTnkhOiJ0we35KaNj2Lzq5DjUnOgyU7bnhaYLrXGGtUqpptNbDypuygZNZG+NNL86HCeLK1js6WTLrcHkyZwETzaaxzAXl8X0BeTooMcefPDTXzW3kmJrZsvJcFem/S9HSd4+UakgdLuMMaaDMwwh5Jm1PHDozVs9XUKXRl56otqQXgIaxskG4H06hPM2/QOKtGL6LVgjhfYLSTjVmlJjzKSnxHDRqCh9ASRPnfruPSsAQecnm3GzprDqGkz5YGaAFqdnrS8SZTt2k757p2yueDGf62R14lJy0BQqRg9bRajfanFqbfe1Wf/TrubluoOEnPMCIJAaYnkBZU+of/avOsemsCx7Q2yZ9UZoxv+TZciXBTOObdNTuLfmysAMGrVg26DPrJFEi06g9Si21TZQckHVbJw8Xi87P1Q8kh496/7GDsjgVl3jcLg8wvx2/FHXgQRl/7obeTWnzvu2cbt9LLm25+M+POczJI/zhlSONrj8qLSCCxcuJDVq1ezYcMGli1bdspt/BEGv5eLxWLBbDYP+5jPNhHxwcJl3JVXD2s/R7rseEQIdTsJ67Jia6hj4w1X0OBwMXOAi3xUkonYtDBy6ywc0Hv4pLoNh9uD3idAZkeG9REuOR0BBZgToifDqKOix8mn7R3cEGuWf3fspDlG40wGxoQEf//zfRGX7a1WOtvb2NEiCQ3Vzs94e+0envvDM0EX8ynhIbJw8Xc1DcQNsRE8W9PMOFsLo9/5D4Jv2JjT9i/e/e9htpmlGpAlc7LJSFWjUmuoPXKQ2iPSTJ7RM/p3yR0per9OPxkTp1C2azvVh/YzYe4CNr38XNBQz6yCvmNV+mPDPw9Rsa+F65dMwBwfQkt1Jyq1QE5+XL/r5xTEyRPnzzdKqkjhnDMlLVI2pJyYMvhuourD0gls2m1Z3PSNSajUAk0VNhrKrVibu6k7agla/8iWBg5tkupCRFGUIy7m+ItTuCj0pdNip7Wuk852By6nhylTplBcXMy7b78vmwD2x8m2/y+//HK/U6bPF+ZeERdjWDhh0cMzZ/S72GaLLgSgvb6WnBADs8yhbFjzZ9b+9Id9WmsFQeCuZQV8aXEuJq9U1Pvx0UCrcn9RjYRqe9D286P9bdHB6aKThcv/y+47DXmyr1up1OHmvv+9xIutkihJaK7F1tzIoU83Bq2f00v4nC7iEqvT8tm0cdxVWiKLFgAvAmsaY3GoDSSpe/jC1DSiklK46r4H5HVCIsxMWnDDKfd/LvB3M9UdPcwHf/sD+z/8AJAiLdd//btMvu6m0+7DaXdTsU9KDe0prpLPkxl5MfKN3oWMEnFROC+8/c3Z/G7DUZZfP/b0KyMJj6ZK6SSYkBVBSLiOrCmxnNjZxCsrdwH0O31725tltNZ1UnBdBs4eN4IAEXGn9jpRkNDoVCz5Y/925mcTURRxdLnp8M2LGWDCQR/sXS66rdJFt6fDyctrX+aWG+4gPNTM17/xCHu2HxxQpPqFi0cUKS4u5u677z7zF3IW6T20Lzx28AW5J7PfJ1zGGaWLUXuDdIE6vn2z3CbbcOIYKbnBBbxqjYqM8dGMe0XDToOb13bVcN14SUxNCDWS2OGhTS/g8HWFxZR302V1YPLV0CyIjuDvNS2sb7FhcbnlVJA/VZSs1/KFxKig+T9+4nQawvFiE1Rsy5spLx+nkYax73jzFSbMXSALnlvizPy3roXp5lBCNYP78DSWS91nav0UPI7dHAobR40xBa3XxQ+maFD77qzyb7yViLh4jm/bRO5V8wbtoTOSxKSmYwgNw97ZQfmeXfLyGQvvkVNDp8NfzwLQ2e6gqUqauZZ7ZdLZPdgRQom4KIwI3TYn294qo6nShiiKtNZ1BrW75iaF8/f7pzIq/tR22X5sLXYcXW5UGkG2tT+5hqXbJl3Ebv7mJG7/ruR34fWIHNvWyEf/kzqYwmKMZ8VM7XJAEAS0evWI/9MZNIRFG9CbtGh0alyO09fVnGxaZ7VaqKyqYEzWeB5+UDLq+skTj9NlceDpp+hXLQsXaUjgyy+/zJo1a1izZg1lZWWsWLEiqI36fBDqi7JMmLtg2Ps44OvAmRTpm/58/CjPPfZd3vrdCnmd9sa+3WoAoZF6CozShfrDI010OqRhm90WB19538r33rTwq4wk7ipzE9XppfZYoG5tutlEkl5Li8vNffvK6HJ7EEWRY92ScHlhUjb/l9l/Ub4gCCTbg32MQno6eejbP0BrMNJeX8vvvnAL7//19wCEa9R8UDiGJwfhGwPQbbPTXFkBQET8dO78fyvZFS2lV2a0b2NGwbigY8mZOp0bHv0+6QMMOz3XCCoVyWPHy4+Tx+byzX+/PGjRAnB8R5P8c2e7A69bJH1CNGnjB1dveL5RIi4KI8K+jdXseq+Sne9UkJgdQX2plRl3ZJN/3fCmP/ujLTHJoXIXSm//Ez9qjYqUMZF9PFQay6XtL9b6lssBnUFDj8uJ0+5GZ9TQZXGgUgkYwrTy9GhRFLF3uujpdOH1eFGpBQyhOn6+4nf85DGpS8Hr8fL3v/6HBTfP4Uv3PUBWVjZRiaagz0Sn1QJqKTowd948tL08NZYuXcrSpUvPe3fR4v+3gvoTR/sd4mf3eLG6PcTrBw7rt7vc7PEJl1nJibzlW95YdhwEQTZTs9T3L1wEQWDa+Dhe2NdFByJ/+8NOoltcaLRqNF4p8nlXZhyjIqzswUbtkXZGT5WiMnqViucnZnHH7hPssnVz//5yvpkeT5fHi14lkGk8daFxdHM9pErRmAyvkx/FGgiLjmHszNns/2g9IDnEXvPgw+gMQ4ugbn1tE4geEHRc/cWpvNtkwyYYMbk7Gd9xiLiMvjN6LjTyb7iV1ppKutrbmXbHYnTGwZ/XuqwOKg8Eu9aqtSpmLx59QdhEDAYl4qIwIrRUB+6Y6kultuUtr5UOtHofeluKezxeTvimH8elB0LL/U12NscbUWtUCCqBcbP63tFFKvUtFyx6Y2B2UZfFQU+Hky6rg8426S5d9Ip0tNrpaLPjdnoQBIHtezbxwENf5Lm1/+G9DW/J+9qzbzcAd3/xdp7+8+/otjooLi6WO4Z+9atf8eEbrwGBziKLxcKqVasAqb36fEdczAmJjLvy6n4vJo8cqqRwyyG2WoIjE11uDzV2J8uPVjPu8wO4Rcg1GRgdGU5kopQGmDB3AQ8/81+u/vLXALD0MlY7mYzxMSS6peffX2elp8NFh+/vkTlJigglj5Emi1cdbsPRHZgePS7UyAuTsjCpVXxu6WTxXun7f1d8pNyO3h8etwtTZWCK/G/yx3HLVKloduJJE7brjx/ts70oimx95SX+/OBiPnjmj7gcdj545mkOf/4xJ3ZuY8sHz2JX6dicfhMbO7p4+kPpuWa2bSVn0uRz1jV0JqRNmMhX//gs3/zPOjInFwxp26NbGxC9IvGZ4Yy+QkpDFt6YcdpxIRcSF/5fSOGi5GTLej+Wpm7McacWD0e21vPpS8eYe99Y0sZH8f6aA9QcaQcBsvKDDa1u+vpEStZXEpUUytEt9Vx9X6BmZvbi0Uy6JpUP/3OY5iqpCyIy8eJohb4c0RqktJHT7qanI1Aw6nJ4cHS7sDYHhrIZw3SEhOu4Me16brxZupjZO13YWqV1vnzvA3z53kBhpdvpZe7V1zBv3jxWrlwJwJHOHhxekSq7g0yjHrPZzLJly07bkXS+sbjcspPs4r2lfDR1DNkhBjyiyJ17Tshtxn5ujTMDcMv3HsdSX0fOFTMQBAFzgiRkGitK6WxvIzSybwQzZWwkSV41x/BSrw5OuWVNlr6LSaPMaPVqOtscvPqbEu7+0VQ5QpYfbmLtpGzu21eG1S1Z+j+ceurOlJbqKsLbA8XA/mJdgISc0Sz6yS/45Ll/0lReSs3hA1Tt30NseqYcmarcv4dNLz8HwIGNG9DodBzYuJ4DG9fTpjXzYuq9eAUpXbzrbWni9rTMKJ5a+uiQDP4uBIYaIXHa3ezxdV7mzkoia0osY6YlnHJC/IWIIlwUzjr2TumOuT/KdjcPmC7yery01Xex9bVSXHYP6/9xkLAoAx1tdjR6NQseyCV1bPAXLGNiDBm+Wper7x0T9DutTk10cihX3j2K/RtrMIZqL5h2PoW+CIKAyazD2eAOWu71iEGiJSRc169/jdYQXLtkMutRa1TYWnpw2t201nYSGmmQi7g1goADEbtHpNruJDvk/BdeDobeE5odXpErtx3ho6lj2Gnr6iNajCoVd8RLEZHYtAx5fhFIER0Aa2MD//j2Q3z1D2sIjQr28NAZNUzPjePjsloaNCLXfHksWr0Gj9srFz7rDBpufnQir/12N211XVgauuU6NIDCCBOfXTGW5+tbSTboGD2As62f1upKUuvLmdRczZyCgj4Ft2kTJjFh7gI+Ki9l6ysvycvjMrOJSkqh/CQ7/D0fvCP/fNyUI4uW3tw3PZ34zIujMPVM2L2+ih6bk4hYI2OmJ6DWqE45U+1CRUkVKZx1WmulaEt4jIHrl0rdCkmjzICULnr+ia0c2y6FKy2N3TRV2ji6tZ6tb5Sx9qkddFkDd9sdbXYElcAd35si3+ENlaQcM9c9NIGr7hkz5Hk+CucWjU4ddBepUgtBv4tJDRvQdO/kERCmCH0fP5jO9kA7rqrX83S6R95ob7C4vCJtLveAv/+wTarXmhgmhfZF4IMWK3+tChRcJui0bJ0+jj0zc2XX25PpbXLndjgo37ur3/UWLRqDIEKHSiQkM4y08WFk5AUX1SeNiiQxRyoAbq7u6LOPOL2W72YkcHfC6e/sm6sqUHu9LOus4fHs/sVEaj8DDj/53z8AKPdN0h4z86o+61i0/V+kr829uCItw8HW0sOeDVUAzLgze8gjUy4klLO4wlnF6xU5uk0yiotODiV7Shxf/+tcPB4v/16+CUe3G0tjNxv+eYhPXzqGo7v/E7RKJRCfFU79CSvTbs0Mqm1RuHQRBAFBLSD6Ck+0erX8GQmL0p9ycKV/+971USq1ELysl1ixewNiRS1ItREXQnHiD45WU9TYxnsFo+UJzL3ZZZUKbh/PSqS8x8ljx2p4ob6NKrsTtQBHr8zDpD69+7BGqyV1/ESqD+4DoGr/XvLmXttnvehIIzlxoRxv7qSkrJrG//0Kr8fD1/7096DC2NjUMOpPWGmp6oTpQ3vN3TYnGq0KnVFDS3UlQJ8BlL2JScsgMWcM9ScCNS5lJTvY/9F62utqEFQq5n/t6zi6o6jcvwW1bjSCykyzMSCExieFE2bQcGNeIoZLvNPwxK4mNvzzIF6PSGJ2xLBvAi8UFOGCNLhvwz8P4rR7uO6hCf36gSgMjgOf1HB4s1TsN2qqdBcjqAQ0KjXTb8/mkxcCJxpHt7t3c0MQhTdlUHBDBrbmHsUw7jLDFK6jo82O1qBBb9Li6Hb7WqdPf7qKiDNibe6Rp14Lgm+Io0f6kKk1gYt5hEZNi1MSRR5RMqPTnmfh0uBwyZb0z9W1smpM8Gff5RWptEtp2NEhBtIM0uussktRyslhIYP2MgFY+OOfU7GnhNdWPknVgb0DircpaWaON3fy6uvrmdwuHV/dsSNkTJwirxOTKkVhWmr6RlxOxa73K9j+VjlavZpxMxNpKi/37S/jlNtNvX0hb/7mF+iMIWRMnMKxbZtYv/ppALILrsBgCsXtnYg+PIv5D+SSMCGK3/18AwCvPDKT0fGhhBkufLO1s0HJB5V4PSIarYo59465IAT6maAIF+C91ful4k/gnb/uY+GyAoTT3Nkp9I/fln/67VmMKgwOv064KpmcgjgMJi3tDV10tNlJyIpAZ9Dw3E+2YG3uIT0vmlGF8WTnx6JSCYpouQwxhErDJLV6NYJKwBwXgmaQIwB0Bg2xqcFpjN4RmN4n7AS9FoNKRYPThdsr0uMVcYteDCrhvJ3Y19a3yT+X9/StE6u2O/GIUu1Kgl6LAKQadFT7hMss89AG4KlUatLyJqPVG+i2Wnj/r79n7v1LMIQG9mPv6sS+awMwjgqngcm+5bVHDqLWaHDZ7WTlTyUmVdqm9piFV3+zi5sfnTRgalb0iny27jj2ThfHd0hTmh3dbnavP47DKr0HMWmntk4YNXUGN3/nh9IkbUHgxM6teD0eEnJGc/3Xv0uX1SF3N6aOi2LDcangNzXKSEF65JDep4sJURTpaLMTHi1Fw7osDrk54YtPzZBNAi9mLnvhYm3ukUULQFOFDVur/aJqDbtQsDZ301zVgaASyJ3Vf27aYJLucCITTEQmBDp8bv32ZPZ/XMOUa9OViNdljiAI6EMCd8I645mdptQaFW6n1NHS2wRRLQhE6zTY3B5sXg/l3ZJQSNBr0aoEIjTqoKnJ54I3mgLnohJbN26viKbXTVSpz8AtK0Qn1+j8clQyX9ovRSnmRA3O0LE3Gq2Wax5YyvrVf+LQpx9Rd+wwX171J7R6Az0dNt783S8JqW2A5HE06eIQAQEo372LnW++itvlZM4XH2TKDbdjMuvpsjioP2Hlw38f5oaH8+RzQnSyiZ1vvYohLIyE7Bns31gjH0N8ZjhZk2P5/OWPAAiLiUcfcvoOwDG9Zgd95bd/xeVwEJOWjkql5tjH0v7j0sNodbtZ9b4U7b0rP2XI79HFgtcrsv7vBygtaeaaL49l3Mwk2SU3PjP8khAtcJkX51oauyn5QMqnJuZEEB7rV6j2U22mMABle6QvSPJoc78eK6ciPMbIrIWjFNGicNYJjzbItTH9zS8KUQefBhscLqp7nDQ5XX3WPRUnuu389EQtNl/b71Bpdro41GuWT5fHyy0lx3mqtI52l5uKHgdlvihMZq+C2wUxEWycOoZnctOZOcSIi58Jcxew6CdPAZKvS1N5GbaWZp7/0feoOXSAKGcbaq8bh1pP/Cyp/byx7DhulxTp+eT5f9FeX03m+BMk5xxBUAmU7Wmm7riFl3+5g7VPbefAxo/49Pl/sf6Zp6k91hj0/CljI8m/Lh2tVoqKRCUP3QQuMjGZuIwsVL6ZEf5aO3NeFDf88TNqLT0km40svWpkDObaG7p44adS48H5YlPRcUpLpPdwy2uluF0eqg9LYnigqc8XI5dtxMXR7aJo5U658C8tN4qaI+3YmnuCrMQVBo/f3TZl7KUbhlW4+NDo1EQmmmitlcZOnFzHEavToFcJeESosQc62pocbhL1OryiGNSBNBBXbjsiPZ8g8OMBumFOxae+Nue8UCOZIXrebLKwu6Ob3R3d/LmqCRUw1tdKfHLr9rhQI+NCzyxKnDp+IukTp1C5bzft9bV89O/VWBsbiIiLZ86Xvsral07QqovGlDeL0MM76Gzr5b4qinz4z79Rc+gAAKaoMuzdej550eT7tYvPXnhOXr3qwAlAhyh6cNs3093eAmSDKNXHmSLThnz8HW12tr9dTlJOBF1WJ43lNgSVQGUIdDrcmEO0/PerV2DUjUwh7uZXS2lvkBoPDnxay5Rr08mcGIMoirRUdxKZGDKi40bK9zaz76NAFKunw8Whz+tp8XV5JWQNfqDthc4lIVzaG7sIDx9c18mJXU201XXSUtMZ1NGSMi6K9kapWr+z3cGxHQ24Hd6LZujUhYA/n3xyjYGCwvmmd82aKAY1F6ESBHkIYKPThatXVKayx4HF5cGsVZNiGDgaWNWrHqWyxzngeqfi03bp+zM7MoxlmQncGRfJbysa5EGJXpAjMlkDtDifKZGJSVTu2031of00lZciCCrufmIF4TFx5HzcTGsbtGkiyLvmOrYUvQBAwU23s+ud12XRAtDVJom4lup8VOpIPM6jOLoDabDG8nJcPc14HPtB7GH3ezuwNh2h2yK52NaXGqk+1DZoY7T3P6nk8JsV6Lo8HNkccALOvTKJ15qkG6oHZ2WSHTu8iNRg6G2aWH/CSmPFfh7581wOfFLLpy8do+D6dKbfPnLjBA5tkl73xGtSMMeF8OlLx9j5XgU9vhlu/hqkS4FLIlX0yspdNJRbcTlOHaLtsjrY8I+D7HingvK9UlrDGKYl98ok4tPDCTVLdzFt9V1s+MchNj53hNqj7afapYIPp92NpUkSfjGKcFE4R5SUlLB8+XIEQaCgoICyMmnqr3/ZokWLKCkpkYXKvgN7mFpY2O9+SkpKSDfoaKmq5PAeaWSAxeWR/29w9J86WlvfxhVbD8uPh1sWs883V2i62YRBreL62AhemZLT77rTzCPjAB2ZKA0qPPzZxwBEp6YRHiOZNl4xWXKlLm3uYuK86+RtCm6+naik/utGvO5qRFHE49gdtNzW+CEe+3YQA4Z5Zbu2+37S0t0RzptP78HWEmyo1x87jzTz8HsHeFbdiUoj4EHkc4ML/VVxzLlnNLsqpXP4SBbkiqLkSdUbr1saBPrpS8cA2PV+5Yg+f2OFJNByCuLJnZVEaKReFi2hkXqMoZdOGv6SEC5er8grK3fx7x9uoss6cJrn6NYGOccdHmNg1NR4vvKrWcz94lgElSC3UPYe+b3trbKRPfhLhNbaLhAhJEKn1KkonDPy8/NZuXIlS5YsAZAHIy5evJjVq1ezbt068vPzEQSBt997A4CS3X1nEK1evZqCggJCtRp+9d1vkTd6FCClfWJ0UjSmxenG6e1rVPdKY1vQ48YBBM6p8Iqi3EU0qlcaKFyj5qfZSUwOC8Hgixp9My2OjBGLuEjCRRSl15mQPUr+nT9aUdrcSWhUNLc+9hQ3L/spYVExpPRjCAfgddcgetsQPc2AmojE+dIvRClyZI5PJG3CJHl9rcGENvQ2BJ+77dbXTz/f7L0SaUhktwqu/GYe+82wxeDmqX2V1LT3UNPeg0qASanmQb8PQ8XWYu/Xk+rw5uABlmJ/3g9ngKPbRVt9F53tDnpsTgSVQExqKGqtioIbMuT1LrWbyUsiVYTvDsfZ46Z8TzMT5vRV/6IocmiT9CGa+6Wx/Xa9mMzSycDRFfgA1p+wYmvpITxG6TI6Fc1VktpX0kSXDqIo4nac+3ovjV4/5HbklStXkpmZyZo1a1iyZAlr166VZxL5ue2WO/AM4JBbUFBAe7t0Z242m3F5vVjcHswaNRpBoMPtweEVKet2YHd7gi5AR3zpm4dTY3mmujkoMnO0y867zRaWpMZiUg9c31DrcGH3Sj4yqSelpB5Oi+PhtDgOdfaww9rFvYkjV2TpFy5+ErJHyz/7hUtZcyd2l4eHP7Rgd3n5aJKHlHHj2ffh+332p9M1kJXfw6GPQaVJoaczYHxmikzg/t/+lW5rO//8zlK0BiO3/9/vef33B+V1Snc343F5UWv73mMfabARZdJxojkwF+3bbx+gjECB8+xVGwFJtIQOwgdouPjbjePSw7jh4TyObmtg6+tlbH+rPGi9bpszqLOnqdJG8b8PM3vRqCHPCzq8uY6PnzuK1yuSkCWVSkQnm9D6anjGzUxk1/sVdLY5iEm5dNJEMILCpaSkhIceeohdu/q3kfZTVlZGUVERWVlZlJWVsWTJEsxm85Ce68qFo9j1hiRKyve19itcWqo7sTb1oNaqBpxX44+4nEzdcYsiXE7C2eNGawjYs/u9GPzW/goXP26Hg6fvX3jOn/db/ylCaxja3CCz2cyzzz7LQw89hMViYenSpX3WOZ03U+/zjlalIlYXuFgm6rXU2F24AJvbw+tNFu5JN9LqdNPkM7G7OyGKZ6qbaXS6+HtNMz8+XitvH6FR82DKwG6l/jbnDKMuqP25N7mhRnLPsAD3dITHxqLR6uRuod4Rl6xYKT3V0unk2U/LKG3uAqCytZvkceP73Z+900LNwU8ASBw9iU5bEs6ucARBxaIf/xyNVkt4TBz3/fL3aPUGImLjyJ3VhinSwP6NNdi7XLTWdfZxzq5q7eampz8n3KBB0yvQUeY7pt7Ehen59cKJw39TBoG/MSE2PZzQSAPjZyez890K3M5godxe3xUkXN5bvZ/ONgdvPr2HbzxzzaCfr7Pdwadrj8sZhIYy6fl7v09qjYr59+eyu7jqkqvVHBHh4hcigxkLv2jRIlnclJWV8dBDD7Fu3bohPV/urCRGT0rlxZ9to/ZoO067u4/x0Yld0hyPjAnRA5oinTwDJTLRRHt9F3XHLYydkTikY7oU6bY5aavrxNHj5v3VB5h2axaFN2bQWtdJQ5lUwT9mesLpd6SgMAIsXLiQ1atXs2HDhn4nPAunSIxbLBaKiooA2LFjB0uXLpXTTgARWg0RWg01opsm4F+1zdyWEs+RLqkGI82gkwtm7V6RFWX1Qfvf0xFc/3AypT4PmeyQ8+uzoVKpuebBhzm29XOiU9OJywwUk5r0GialRLC3xspvNxyTl1e3dTN6XDxXfuHLeL0e6o4eRhRFXHY7dccOY2uWbmqufegmopKSqT02Ea1eTXSKWd5H7+GPc780DoCGMivVh9poquzoI1x2VbXh8Yq0dwen5XRqFXcVJOP2iKzbJXXYPH3PFHLizn4k2NbSw4f/OUx2fpwsXOLSpOcxmLTMuXcMH/77MLmzEunucFGxr4W2+m5Seg2K7WwLRDRFrzgo41OX08P6fxzA7fAQnxmOSiVQX2pFpRIYe9L5N3lMJMljLr0uzxERLgsXDu4uzV9I5ycrK4vi4uJhPWdkYgihkXo62x201nSSmGOWfyeKIqUlknDJPsV0YGOoVjZQAph0TQofP3+Uw5vrSRsfTfqE6D5D2y4Xao+28+Yf9wT5YGx7s4wpC9I47Ktmz8iLvmQMjhSklM23/lN0Xp53uOTn57Nq1SqKi4uZP39+0O9O1dLcO9KblZXFggULKC3tW18RpdWgEQTaXB5u3nVM7vIZazJgUKuI1Khpd3vo8kh32mkGHVV2J0e7gr2h3mm28EGLlSdzkonUanoJl/M/oTrvmmvJu6bvzCKAhQUp7K2xBi2rbpNE2bQ77g5avmnt/6g7JhUtx6RlEJko3fUnjx5cqisuLcwnXGxAcAqrvCVYCCa6Bb57zWimT0siLTqEDruLpg4H07KimJ41Mqm1A5/UUnfcQt1xi7wsNj0gkMZOTyR1XBQh4Tq2vlFGxb6WoAGU9q5g0dXe0E1U0umLrvdsqKL+hBWdUcPcL43FGKrj2PYGMifFEBF7eTiNn9fi3OLiYqKigvN6UVFRg4rUnIwgBOzhrSdVoluberA296BSC6c04RFUAguXF3LFLZlcfd8YRhXGo/LNNvng2QO89PNtfT5slwtVh9v6Ne/a8U45Bz+X0nSXWjjyckcQBLQGwzn/N1y7/aKiIhYvXszKlSuHnCrqfRPlT1uffGMFkviJ8M0C6m0W5/dXidcHHH8XRIfz0iQpYnG0y47HVxfz79oWvnqggpcb2nmuTvJCOeRreT7fEZfTceukZIw+L5Ix8dJFurq9/86flHF58s+Tr71pyH9Xf5Tl2LbGPh07JxoDAiANNbd26ZgzLo60aOkaEGbQ8p8Hr+DrV/fflTUcvB4voihia+3hzT/uZrdv0nJvThYepgipXivFF/Uo3yPV7AByF5CfhrJgQTgQLTVSTc/UmzKITgolJFzH5Plpl41ogfMsXCwWS7/L29ra+l3ucDiw2WxB/3rjd761NgV/kaoPS/tLzI4YME3kJzRSz9SbMhk/OxmdUcPN35jEhDnJaPVqbC12Nq07PpiXNiI47e4gy/KRosvqwOsJzs2efOLws+v9StwODyaznrQhFpcpKJwtLBYLZWVl5Ofny2mi5cuXB60zkHApKSlh3rx5fZaffFPlJ0StYnpEoNhxljmUuxOldY2qwCn11jgz6UYdRpUKu1fqGmp1unmqNNBpsqHVRqvTzQ5bl7yvC5mIEC0vLpnOC1+bxn3TJZO4qrZubHYX3c7grpqkMWMxRUYRGhXNuNlXD/m5EnMi0Ido8Li9vPLrXXRZHHi9ItvfKqPksNT5eWenjsUWHeGiitCokRN9TZU2Vn/7Eza/WsqWV0tlN9qTUav7v6Qmj4kkNFKPo9tN+b4W2uq7+PA/h4PWGaxw6WyTBPPlXHd5QXYVDSRoVqxYwZNPPjngdhG+P6S1uYcTu5o48EkNPZ0u2uqkk8JQq7ZBGs6VOi6KMdMSeOXXuziytYGpN2ee8w9NR5udF366ldBIAwsezO2T8z1bHPi0lk9eOErenGSuumeMvLw/4TJ5QRqHN9Xh6HYzZUEaqgG+tAoKI82KFSuCuojWrVtHQUFBUK2KqpdwsVgsQamh3tsWFxezcOHCUzYJ/HJ0MovtHmaYQ4OKaedHh7O7o5tvpMVxV3wkKkFgrMnA7o5uPmvvpLzbQafHS5RWTZvLw05rFy/Wt+IRYUKokfQRanM+m0z2tRU7fB1aGw41MunJ9cSHGXj/O7Mxh0hdUVq9gft//WcAdIahny+NYTru/L8C1v/9AK21Xaz/x0EmzElm2zvlNEe4QYBor/Teq9QCIUMcMzIUdm+owusW2XNSlCUjL5qpN2ey/h8HKbg+Y8DtVSqB0VckUPJBJUe31hMSIXmsmONDGDcrkS2vltJc3YHXK1J/3EJiTsSA59MOn7N7WNT5TyueLwYtXNasWdNvztfPggUL+uSUT4fZbO4TXWlraxvwhPHYY4/xve99T35ss9lITU2VH0fESV8OS2M3H/3vMC57sCFd2vjh5zoTsiJIHh1J7dF2ju9sPOWHdCSoPdqO2+nF0tjN+n8c5L4np5/1CbbVh9tks6RDm+q54tYsDCYtoleUo1gz78ph8ysnmHpTBlfcksXMO7PxuL0jamWtoDAQxcXFrF69muLiYqZOnSrX1+3cuROQzktLly5l2bJlfPzZR7z/zgeAJHT865vNZgoLC1m1ahVms5nS0tLTNgjoVCpmR/UNzX8vI56vJMcQrQucWq+PiWB3RzePHQvYsf9lXDpPldVxsNPOU75C3htjLy5L9tSogBgRRWiw2fnLxhP86KZcebkx7MxusKISTVz30ATWrdgp15NYVCIeATQiRPiES0SscVCFrcNBFEUaSoOjIZmTYsgpjCN5VCQms54v/mzGafczdoYkXCoPtqFWS8d65aJRRCaEsOXVUtrqutj5bgU73i4n/7o0ZtzRN83lcXkDpnIjGGG60Bm0cPEbPJ1N5s+fz+rVq/ssL+zH2RJAr9ejP0Xhnn+is7+nHuDmRyfRVt+FwaQ9Y4+R0VfEU3u0nWPbz71w6V3UZW3qwdrUI9f0nCk1R9r44O8HsXdK9TuCAB63l8Ob6plybRodbXY8bi8qtcCkeankFMRhitD51hUU0aJw3pg/f36/N0xLlizpc85asGABUyfO4qc/eYro5OCUTH5+Pvn5+Wd8PIJv4nRvHk2PY3dHF++3SKntW2LNzI0OZ29HNwc7AwP5boszn/Hzn0tSIgPnn5snJvL2vnr+uamC3KRw7phy9iYwRyaYuH7pBN7+015EEeo0UqQnSaVB8Jl4TZw7chOfW2s75fl1OqOGjLxo5tw75rRlBycTmWAiLiOcpgobbq+ISiWQNMqMRqdCH6LB0e1mx9uS70vJB1VccXNWH/+aTt8AYI1WhcGk7fMclwsjHts/Oe1TUlIiF731bjcEqUCusLBwyD4ufk5O3ySPiSR9QjRTFqQxbuaZtzNnT4lFUAm01XXR0XZuJ0j75wD5qTrUOsCaQ8PW0sN7z+yXRUtCVjhX3i2ZTm1/p5y2+i6aKiXRFBFrRKUSCIsyKGkhhYsOf/2BxyOedQfTUz6vIPD38Zn8fmwqDybH8KvR0kX2roRA6jpZr70gOoqGgkGr5tkvF/KHxZP50z1TuLswBY9X5LFX9/epdzlT0nKjuWtZIbGjzXSmSef5+YVJqFQCEbFGxvVjKHq22P+J5MeTOSmGr/1uNgseHD9k0eIn7+pAd1RCdgRaveSF1Z9BXNne5qDH9k4XW16Tsh6hUcMvYr8UGJEal+LiYjZs2AAEh2R7P/YX0K1bt47ly5czdepUduzYMWQPl97oDBq5JRogPuPs1oHoQ7TEpITSXNVBQ6n1nOUYpemikngYPS2eY9saqTzQxsS5qafZ8vQc29GI0+7BHB/CVV8YTUJ2BGqNirI9zdQebefFJ7fJ656tCI+CwvnA3yGIKOL1iKg15+7Er1EJ3JMYzT297p9SDTpmR4byWXsn/5d5cfofLciNl3/+1Z0Tee9AAx12N3WWnrPunXLA3sPPrM10OiRRNHtCPJNmZGEM06LWjMyNVGe7XR7aOHlB2hmLhTHTEvB6RPZ+WM3kBYEJ2LHp4dQeswStW763hVGFgfd3x7vllJZIYmYgs9TLhRERLv7w7cmW20AfYdK7MG6w/i+nYsq16Xy2VqrTiM88+wWsCdkRNFd1UF9mZdTU+NNvcBoay20YQrVymqs/bC12nHYPKo3AlAVpHNvWSM3RNhzdLvQhZxYurD9hAWDCnGRSxwXuABc8mMvz/2+rPLgyKslE4Y0ZZ/RcCgrnE0EQUKlVeD1evB7viF3shsJfc9PZbetmQfTIFNufS1QqgWSzkSMNHdRa7GdVuDRY7TzyXAnOXt2OhemRhBlGNl1SdbANr0ckPjOcpF7eYMNFEARyZyX1GTkz6ZoUHF0uejqcpIyN4vN1x6k92o4oirJYOvBxwIl5oNEVlwvn/5t7lpkwJ5nkMVLBVPJo81nff2K2VEB3crFWzZG2Qbez+Wkst1G0cidv/nH3KUPX7Q1SV1RkvImYlDAiE0143SLl+1oG3GYweL2BorOTv5SmCD1X3j0KBEgdF8ndj00dsU4mBYVzhT/K4nGfu1TRqYjVabk2JuKSCfsnmaUbsNoBvF2Gy9ayVpweLzq1ipRIIwsLUkZctEDAE8zviDtShEYauObL47jpG5MYf1USao2KbpsTS2M3R7bW8/wTW4N8tHpHYi5HLsh26DNBpRK47duTgdPPJhkOCVmScGmp7qCz3U5opIG2+i7e/OMeBLXAfT+dHlRr43Z5UKlVQa2YfvYUS611thb7KYttO1r9fftSaiqnII4db5dTuquJsdOHX7vTWtOJ0+5BZ1AT3U+ONXdWEmm5UZjMQx96p6BwIaLWqHA5PJf9HetIkewTLnWWoQuXt/fVEWXSMTM7BoBXdtWQEGFgVk4Me6otANw7LY0nbsk9Z+ejDp9wCTuH9hcarZqELCl19PnLx6k6FOi8NYZpuWFpHnEjkE24mLjkIi4gCZaRao0LizKQNMqMKMKe4mq6rA6K/3UIUQSvW2TrGwG3zdbaTv77+GZe+tk2uqzBU3btnS7K9gSKr+p8KZv+sPmFS7T05cmeIg1rqznSLrswDgd/p1JcRni/wgqkOwFFtChcKqh86SHvBRJxudRIGoRwqbX00NQR3NxwqM7Goy/s5t5nt+F0e9lTbeH76/Zy39+34fWKsnCZkmY+p+cja4t0nBHn2LfLP1+ot2gBaQZSYo55QKO7y4XL+9UPk/zr0wHY91E1zz+xNaj9+vjORrptTjwuL2//ZS89HS7aG7p575n9QfuoO27B6xGDHg9EQPVLEZeoJBPGcB1ul5f6MitHt9bLJntDwV/EHB59cXUzKCgMF79/xsnO0ApnhySzdC6pHUC42Owurv/9p8xZ9TGv7Q742nx2PHATd6DOyv7aQNq9rKWLQ3VSK7nf/O5cYfOde8Njz+05Mnl08GDEsTMTQYArbskaYIvLi0suVXQuSBsXhUarwu3yyiZ3469KprHcSkt1JxX7W4hNDQua/NlYbsPS1I05TkoH+ethwqINdLTa+xRi9SYQcZG+PIIgkDo2kmPbG/nkhaNYGrvRGTV8+Zcz0RsH/yf1D5M0RSrCReHyQOUTLh6PEnEZCeRUkbWvcClr7uSz4y10+LqCvv/yXtKjTeSnRfLJsYBw2VXRTmlzwP7hf1sqcHq8RJl0pPVj+jdSOHvcsk2EP9p9rji5I/bq+8Zw9T1j+vi6XK4o78IwEFSCPBcJpLqXq+8dQ9ZkKYVTvrcFa3OP/Dt/kXDVwUDYr6FcEi7516ah1avpbHfQWB48e8mPrdWn+nuFK/2j0f1W/M4eN2/+YXeQUd3p8AuXUPPl3VqncPFSUlLC8uXLEQSBgoIC2SPKv2zRokVBQ1v37tvNgpuv6ndgaHFxMWvWrKG4uHjYU+ovd/yponqLPcjLxdrt4tY/b+KJNw/Ky7wifHftHipauthRETg37qxsC5pA/Z8tlQDclJd4TtNE/vOuwaRFN4QbwrPByQJFrVYpoqUXyjsxTPyRE+ln6cuaOUkqKqs53CZ3AkXEGeUZSdU+0zhHj1s2dUseE0nmZF8x2qpdVOxvwesV2fp6Kcd3NuLscePokk4AYb1SOpmTYtAagh1rmyo7+Oi/wYO7TkWnP+KiCBeFi5T8/HxWrlwpu+T6TS0XL17M6tWrWbduneyIW1RUhKBSse/AXrwnmdAVFxezbt06lixZQlZWVr/TpRVOT3y4gdQoI26vyK/eOyIv31beKvuvAPzk5lxSIo1UtnZz9W8+xtUrArbxaDOH6/vexN1VMHLuuCdj73Kx/u+SyPI3RZxrrvnyWADmfmnseXn+CxlFuAyT3r4rET4RE50cij5Eg9vlpXR3s7xeWq40I6n2uIXKA628+OQ2PC4vpggd5vgQRk8NmE8V//sQ5Xua2fV+Jev/flBueTaYtEFujQaTlpsfnYRWr2ZUYRy3fGsSII08d/T071opiiJVh1rp6ZRmXXQpwkXhEmHlypWUlZWxZs0aANauXdvH8n/hwoUUFhZID0QxaNL60qVLZT+prKws2UBTYWioVQIr7pgIwH+3VMpFtVvLgotMF4yL58WHpgcNqJw9KoaUSCPOfjq+8pIjmJRy7mY5bX7lBO0N3ahUwoi68p6KsTMSefDXV54V1/dLDUW4DBP/QMfePwuCIOcmW2ukHG1ErJGoZBMqlYDL7uHtP++ly+IgItbI9UvzEASBtNwopt6UAYCjy03JB5Xyvov/dQiA6GRTn2NIyjHz4K+vZMFXx5OWGy3dGYjQWN6/n8yRLfW89fReXv11Cd02p5y/VVJFCv0hiiJep+ec/xuOHb/ZbObZZ59l+fLlrFq1asCISe9uQ3+6qKysTB7uWlJSgsVi6TOORGHwXDkqhjvzJWv7L/1jGy/vrGZbeWBEyU0TE0mNMpIaFcL4pEAtx6QUM9+6ZpT8eNXCiYTo1CSbjTzzpYJzliZqru7gsM8t97bvTmbCVcmn2WJkEAQBY5hO6ersB6U4d5gEp4oCP8dlhge1sEXEhqBWqwiPNcr1KJEJISx6fCpanZTqEVQCV9ySRcX+VpqrOuQ0Um/87XEno9EF0kWJ2WZsLQ289fRerv3aeNmkyGl389nLx2XraktjN+/8dR8g+VroTcrHQKEvostL3f/bfM6fN+lnMxF0Qx/cuXDhQlavXs2GDRvkkSKnwusRQSvVyURFRVFUVMT8+fNZs2YNWVlZZ8XJ+3Llh9eP5eOjzbR1OVlWtE9evv3xecSFB1IvBelRcj1LblI41+bGc7DOSkKEkbsLU7lmbBwhOjUhunN3jir32VRkToohaVT/512F84sScRkmvYtze6eNTq4G90djIhMC4iYxO0IWLb2JTQ+4M4bHGoOcf09uj+uPhOxAKPXD/xyWi8v2flgtixY/TRVSDtkUqZjLKVw65OfnD7q41m9H0NbWRllZGfPnz8dsNrNkyRIWLVo00od6SRMXbuD978wmpNd5blxieJBoAZicZpZ/zk0MR6NW8eRtE3jk6mwAYkL151S0APLMoPQJ0ef0eRUGj3KrPUzCogxMuzUTjU4dVHGekBWB1qDGZfcQmRAijx6PTDBRvleqV4kdwD46tpd77eR5qbgcHvlLNJi5S1mTYzn0eR3NVR14XF62vl7GNV8ey/6PJb+E8BgD135tAke3NsjLlDSRwkAIWhVJP5t5Xp53OBQVFbF48WKio6NZunQppaWlp1zf7+WSlZWF2WyWp9L7/y8pKZELexWGTlyYgaVXZfP7Yml23A0T+g6SnJYpNS6oVcI5bXUeCLfTI3d8DuZmUeH8oAiXM6Dwxsw+ywwmLff8v2l0tNmDRpVHJga+lDGp/QuXxF7zgsbOTET0itSXWknMiRjUQLiQcB13Pz6Vpkob61bspGx3M0k5EfR0uAiN1HPvk9NRq1VEJZrQ6lW01HQy8ZoznzCtcGkiCMKwUjbnA4vFQllZGQsXLiQ/P5/Vq1ezfPnyfge9+vFHXJR6lpHjmrFxsnC5Ma+vcIkPN7D+u1dh1KoHdO8eKeqOWyjf20zW5Fj53NtQZsXrFjGZ9UF1jAoXFopwGQHCogyERQWHRMN6mbz1NxcIpK6kW745idAog5xKuunrE4f8/LFpYUQmhNDe0M0nL0onjbEzE2WbaK1ezYw7coa8XwWFC5UVK1YEiZR169ZRUFDA0qVL+xUmVqsFg0nyXcrKyqKwsBCLxYLZbKasrIysrCwl2nIWmJAczteuzESnUQ04LXp0/MgOMOyPhnIrr/1W8vcp39fCF382A4DmKqmpIiHr0hl8eSmiCJdzROIoM6OnxRMeY+y3vsVP2vgzz6sKgsCoqfFsf6tcXjZ66uU9TVTh0qS4uJjVq1dTXFzM1KlT5YLanTt3ArBgwQKWLl3KsmXLKC4ultucn/7r7ygsnMr9X7sPkITO8uXLKSgoYNeuXUo79FlCEAR+fHPu+T6MPjRVBBogrE09WJu7iYgNoaVWWh4zwM2lwoWBIA6n9/ACwWazERERgdVqJTz88p6WeTLdNidFK3fS0WonLiOcRT8sPN+HpHABY7fbKS8vJzMzE4Ph0h4B4ehxY23qRqNVEZU0tAvU5fQ+Xcp8+tIxuc4PYPbi0Uycm8JLP99Oa20nN359IpkTY87jEV76nMn1W4m4XKKEhOu454lpVOxrISHr3Bk3KShc6KiVeUWXPZZGydncn1KvPNDK+NlJsuN5f75ZChcOSjv0JYxWp2ZUYXyfehsFhcsZ/6BF0SsOy+xO4eKn3eepNXlBGgBVB1t55tGP8XpEdEaNcs68wFGEi4KCwmVFkHuuEnW57HA5PXS2SeNOMifFEJUUHF1JyAxXCnMvcBThoqCgcFkhCIIcdVGEy+WHtUmKtuhNGoyhOjLyArUsBTekc/UXlaGGFzpKjYuCgsJlh0qtwuvx+EzoLg6vGoWzg7VJchT3j2qZODeFmiNtZBfEkX9t+vk8NIVBoggXBQWFyw4l4nJ+aKq0odaoiE4+f+3GtlY7AOExksGcyaxn0WNTz9vxKAwdJVWkoKBw2SELF68iXM4VtpYe1q3YySu/3oXL4Tlvx9HhEy5h0UoB7sWKIlwUFBQuO/wu0h6X9zwfyeXDwc/rAHDZPVQfbjtvx9HhGz4brgiXixZFuCgoKFy0lJSUsHz5cgRBoKCggLKyMgB52aJFiygpKQlav6CgAI1eqmtx+u78i4qKsFgsWCyWc/4aLge8Hi+He02or9jXct6OxaZEXC56lBoXBQWFi5b8/Hzy8/OxWCzs3LlTnku0ePFisrOzWbJkibxuUVERWVlZlJSUoPUJF6/bi8ftZdGiRX32vXLlSpYtW3ZuXsglTkOZjR6bU35csb8Fj9uLWqPi8OY6nHYP42YkojOO7CVJFEU5VRQerQxRvFhRIi4KCgoXPStXrqSsrIw1a9YAsHbt2iDRAsiTowFUKgGNb2ZYc0Mr69atQxRF+Z8iWs4OlQdb2bexmr0fVgOQUxhHSISOng4XpSVNWJt7+Oi/R/j85eO8+LNttNR0nGaPZ4ajyy3X14RG6Uf0uRRGDiXioqCg0C+iKOJyuc7582q12iEbgJnNZp599lkeeughLBYLS5cuPe02Or0at9ODy+WRhzOCFJnp/Vhh6Hg8Xra8Usrej6qDlmfkxRCdFMq2N8vYU1xN4Y2BVvTOdgdv/WkvX/7FTNSakbmntvnqW0IidGi0Shv8xYoiXBQUFPrF5XLxy1/+8pw/7+OPP45OpxvydgsXLmT16tVs2LBhUNEStVa6OIaZAgPeLBYLbW1tcsrpcqG1tpPPXj4OosjNj06So1FDwdbSgyiKhEYZeOuPe6g9ZgHAGKalp8OFoBJIGx8FwK4PKmmu6uDTl44BkDY+mpaaDrqtTir2tZCdH3fWXltvao60A9KMIoWLFyVVpKCgcMmQn59PcXExxcXFp123Py+X5cuXc/fdd4/Y8V2IeL0ib/95L7VH26k9ZqHmaHu/6+1eX8Xn6477TPuCaW/o4sWfb+flX+xgx9vl1B6zoDWouX7JBB5YeSVX3zeGa786HmOoDmOojpl3ZAPQZZGs9xOywhk7PRGAQ5vq++z/bCCKIoc2SZ1No69IGJHnUDg3KBEXBQWFftFqtTz++OPn5XmHQ1FREYsXLyY6OpqlS5dSWlp6yvX96QiPW7oQWywWiouLMZvNw3r+i5X6ExY62x3y45qj7aSOjaK+zMruDyppKLOi0avptvqKawW4cuEoef2GMisbnzuC21c7suu9SgBm3z1ajpyMn50c9JwTrkpm9/oqOtqkQtnIBBMxKaGUfFBJ9eE27F0uDKbhfQ4GorHchrWpB61eTU7ByER0FM4NinBRUFDoF0EQhpWyOR9YLBbKysrkAtzVq1ezfPlyVq5cOeA2Kp9wEb0iXq/Izp07LzvRAlC2pxmQUmcel5fao+28+tsSmips8jpOe8Awbm9xNaFmPZPnp/Hp2mPs31jTZ58xqaGMnTFwVENQCeQUxLF7QxUAUYkmzPEhRCaaaK/voupQK6Onnt2oiN87Jm18NDqDcum7mFFSRQoKChc9K1asCKprWbduHatWrZJ9XU7GYrGgUgnypGiv20tJSQlRUVHn5HgvJPyeKrPvlqIoLdWdsmjJKYgjd1aivK6/E2fzKyeoOtQqiRYBxs5M5PqlE+T18q9LP22BddaUWPnniDipNTlzYrTvmFrP9GX1oe64BYDk0eazvm+Fc4siXBQUFC5aiouLWbRoEWvWrKGoqEhevnPnTgAWLFjAqlWr5HWXL18OSEKnqKgIta/OxeXw4OhykZmReY5fwfmls92BrcWOIMCoqfFEJZnk30UmmrjuoQnM/sJozPEhGMO0LP7RFSTmRCCKsP7vBwFIy41m3pfHkTUplqwpsWTkRZPdS5QMREJWBHO/NJYbHs6T03bpvknNlftbcPa4z8pr7LI6+N+PN8uFuUmKcLnoUeJlCgoKFy3z589n/vz5fZYvWbKkj4+Lf93e6SNLUze4vHS02Vn64DfRh5zduooLncZyKwBRyaHoDBpSxkTSVtcFQHx6GAAarZpFjxUiekX0IVpyCuKpP2HF0S0Ji5wCSaQIKoEbluYN6flzZyUFPU7MiiAyIYT2hm72f1JDwfUZZ/LyADiypR5bi1RLow/REJVoOs0WChc6SsRFQUHhssU/s8iPv1D3csBpd1O+V0oTJWRFAJA8JlL+fWx6oE1cZ9DIoi47PxZ8WSC9SUPmpNNHVwaLoBLIvz4dgL0fVuNynvkwxuM7muSfp92aNWSPIIULDyXioqCgcNmiD9Fg73IhilJL9OVyTRNFkTf/uIfGcqmWJSFTEinJo80IAogixPkiLidjitAz/yu5tDd0MXZ64lnv/hk1NZ4db5dja7Fz6PM6xs1MRKNTo1IN/Y/TXNVBa20nKrXAA6uuPOvHqnB+UISLgoLCZYvOqCEqyUSX1YG904XHLZ5+o0uAtrouWbQIQqDuQx+iZfrt2XS02onPCB9w+zHTRs4HRa1WMeXadD554Sifv3yc7W+VozOomX57NpmTYgbdESSKIpteOQ5IhcCKaLl0UISLgoLCZY1ao8IUocfe6cLr8SKK4iWfTvCniCITQrh+aV7QwMH869LP12HJjJuRyM53yumyOnH2uHH2uCn+1yHi0sMYOyMRl1MaymgMG7hdv/ZoO7VHLai1Kmbcnn0Oj15hpFFqXBQUFC57/C66IDnJXuqU75W8WybPT7sgi1XVWinq4icmNRSApkppTMCWV0t54w+75RRffxzf0QhI0aHwGGUS9KXEiAmXkpISCgoKBrVeSUkJAGVlZfLPCgoKCucKQRDkGgrvJZ4u8ri9tFR3ApCae+H61uTOTiJjYgyT5qey+EdXEB5jCPp9a20X9aXWoGVej5cDn9ZSf8JC6W5JnI2aGn/Ojlnh3DAiqaKioiKysrIGJUJWr14tj6KfP38+69atG4lDUlBQUDglKo0Kr9Pjm8Vz6U4OtjR24/WK6IwaQiP15/twBkSrU3PT1yfKj2NTw+S2Zj+711eRkBVBQ6kVk1nPltdKKS0JdBGFhOtIGmU+V4escI4YEeEylJHwBQUFtLdLxkCXo922goLChYE/XWRt7iEqUTWsCckXA36flugk00VVyxOTGiZHUabenMmOt8up2NfC376+ccBtcgrihtWNpHBhc0HUuJjNZkW0KCgonFfUvepcunwDBU+uoehvMvLFRmutlCbq7ZJ7MeAfCwAw5do0Zi3MQa099SVMSRNdmpx34WKxWCgqKqKoqIjly5cPOFsEwOFwYLPZgv4pKChcvpSUlLB8+XIEQaCgoEA+f/iXLVq0KChlPVDtXVlZGf976d+89e7r/PmZP3Ds6HF6Op00V3VgaezG4/Zibe6mvaEbl+PMTdHOJXXH2znwSY0swlp9EZeopNDzeVhDJnNiDCljI5m8IA2tTs3k+WnyfKXe5M6W3Hj1IRriMwdu6Va4eDnv7dBLliyRoy1ZWVksWLBgwHH0K1as4MknnzyHR6egoHAhk5+fT35+PhaLhZ07d5KVlQXA4sWLyc7ODrL9P1XtXVFREcuWLUMURVpqOvn+8m/xmxV/BCSHWX+UAsDt9ODodmEwGPrs50Jh6+ulNJTbWPBALq/9djcA0cmhJOaY5dcSfZFFXDQ6Nbd9Z0rQstwrk9Aa1JTvbeHETqm2ZeadOWRMiMYcH3JRpcIUBs+ghcuaNWsGFBQgDTPrb2bI6SgrKyM/Px+QhEtZWRllZWXyCag3jz32GN/73vfkxzabjdTU1CE/p4KCwukRRRGvt+ecP69KZRzyBWflypVkZmayZs0alixZwtq1a4NmEsGpa+/Wrl3LsmXLEAQBneHUtS1up5eilbuY+4XxQROOzyUHPqmhfG8L1y2Z0MeQ7ei2Bna9XwnAW3/aIy9vresiPMZIR6s0VDEmrX9n3IsJQRAYPTWBtHHRtNd3kTw6Er3x7I4hULjwGLRwOXlg2dmgpKSEefPmycW5fgYaLa/X69HrL9wqeAWFSwmvt4ePPxna0LyzwdVz9qNWhwxpG7PZzLPPPstDDz2ExWJh6dKlQ9o+KiqKgoIC1q1bx9Ejx5kzey4AKpUwoK/L/k9qzqlwEUURj9uLWq3ikxePAXB4cz2TrknFaXfz0X+P0FzdQbfFIW/TWtsl/9xW34XeKJ3yY1LD5J8vBQyhWr7wk2nn+zAUzhEjXuNisViCHpeUlMh56KysrKC7ouLiYhYuXKgU6iooKAyZhQsXUlhYyIYNG/qN2J4Kvw1DdnY2r7/xKncvvhsAk1mP4OtKUWtVQbbxrXVdpzRAO5s0Vdp44afb+McPPudEr3Zft28I4Uf/PUJpSRO25h7crv4LiNvquqg+0gZAUo55xI9ZQWGkGBHJXVxczIYNGwCpLmXq1KlymNb/eNmyZZjNZgoLC1m1ahVms5nS0lLFx0VB4QJBpTJy9Zz95+V5h0t+fj6rVq2iuLh4SKnr4uJiVq5cSVlZGUuXLkUURf76l7+h1qjQ6FR0WZyERupxup0Yw7So1ALdbU4sjd1EJoxsrYgoiqz/+0GszVLabuP/jsi/62x3IIoi1YfbgrZJzI4gISuCmqPtTF6QyoZ/HPJZ4Eu/988mUlC4GBkR4TJ//nzmz5/fJ8cM9BEm/uI6BQWFCwtBEIacsjmfFBUVsXjxYqKjo1m6dOkpa/J6U1ZWxo4dO+Tz1fz58ykoKOCHP/whWVlZaPUazPHSqdLtFdDo1MSmhVLZZqX6cPuIC5e6YxZZtABBXU0drXZ6Olw4e9xB28RlhDPzrhxAKi7uTUxqKCljI0fwiBUURpbz3g6toKCgcKZYLBa50H/ZsmWA1BI9GEpKSpg6dar8OCsri8cee6xPmrs3KWOkOrz9H9fQUtMxoimjw1vqAciYGNPnd7ZWO5ZGqY6ltyV++oRo+WedQUN0siSuZt6Vw92PTx30hGUFhQsRRbgoKChc9KxYsUIWLCBFdletWjWgL1RvUZKfn8+OHTuCft/a2nrKSHDmpBg0WhWWxm7WPrWDt/+8t09k42zRWC75VeVdnUxidgQA469KBqCjtYe2+m4AzPEh3PPENG5YmkfquOAGhxsfmcgd35/ClAVpSouwwkWPIrsVFBQuWoqLi1m9ejXFxcVBtXQ7d+4EJJuGpUuXsmzZsgFr7/z+Uf5aO+C0XUn6EC3jrkxi/8YaAKoOtrHvo2oKb8w8q6/P6xWxtUhpInN8CNc9NIH2hi4Ss80c/KwWt9Mrz+aJjDcRlWjqd9pzeIxRmZCscMkgiOeqLH4EsNlsREREYLVaCQ9XHBIVFIaL3W6nvLyczMzMC9pY7XzT+33SanW01nTSWG7j05eOkZAVzl3LCs/q89lae/jfj7agUgss/dPVQXN3/vPYJjrbA63Pc+4dwwRfJEZB4ULnTK7fSqpIQUFBYRio1Sri0sPJnCTVnjSW27B3uehos7OnuAq368xHA/iLcsNjjH2GBWbnxwU9jkm5uCz8FRSGi5IqUlBQUDgDQiMNRCWZaKvromJfC7s3VNFW14Xb6aXwxowz2rfNJ1wiYvumea5cNIpZd+XQWtdFR2uPMpdH4bJBibgoKCgonCGZvo6fT186RptviOHxnY1nvF854tKPcAEQVAIxKaFkTopVim4VLhsU4aKgoKBwhoyZngAEe6y01XUFDWccDnLERSmsVVCQUYSLgoKCwhkSmWCSUzUpYyNlz5XS3c1ntF9Lk0+4xCnCRUHBjyJcFBQUFM4CsxePZtzMRObdP04u2K3Y14KlsXtY+/N6vLT7zOX6a3FWULhcUYSLgoKCwlkgPiOca748jtBIg+xc21zVwfNPbOXErqYBtzu0qY51K3ZgaQoWOLYWO163iEanIixKaVFXUPCjCBcFBQWFs4wpQi/b7APsXl8Z9PvaY+18+tIxnHY3G/93hKbKDt56ek/QOm31UrQlMsEkT6hWUFBQhIuCgsJFTElJCcuXL0cQBAoKCmSLf/+yRYsWUVJSErR+QUFBn/2UlZWxfPly1qxZw/Lly085p2iwTL89m5hUyVulqbKDpkrJur++1Mrrv9vN/o9rOPR5nby+rcUuu+QCcneSkiZSUAhG8XFRUFC4aPFPl7dYLOzcuZOsrCwAFi9eTHZ2NkuWLJHXLSoqIisrK0jI+FmwYAG7du3CbDbLYmj16tVndGwZeTFk5MXwwbMHOLGrifJ9LcSlh7PtzcD8pKqDrSAAPv/yiv2tpIyJZO+HVRzaJA1XjEy8eCZ0KyicC5SIi4KCwkXPypUrKSsrY82aNQCsXbs2SLQALFy4sN/BicXFxQDynKL8/Hx5P2eD5DGRANSfsOLxeGkss8q/qznSLosWgE1Fx1n7i+2yaAFIyIo4a8eioHApoERcFBQU+kUURbq93nP+vCEq1ZDN1MxmM88++ywPPfQQFovltEMSezNQWqikpOSUE6IHS2KOJDway600VXTgdnnRh2hAAEdX8ERpr0dSMekTohkzLQFjmJbk0ZFnfAwKCpcSinBRUFDol26vl+xP95/z5y29Kg+TWj3k7RYuXMjq1avZsGEDy5YtG/R2+fn5cm0MIKeS2trahnwM/RGVYEIf8v/bu5/fts07DOCP7XjOgtam5f5IgCZYqKFogQ7dlHiHHVasoYFhu8oIBgy7mT70LiGnHgPqP6D9F7jkf0AedttBJQ/bZcAgduhlQNBItDEEGTrg3UEjK8kSKfF9Y4nU8wEM2Jb5+BX9fqWvyVfULfzn1X/xtz8P3036Xn0PW9ub6IXD67zsvnMbV9+9BgBsbm7gt6ef4Nb24vuAaB3wVBERVUaj0YDv++npn3noug7LsnB2doY4jtMmplarKRnTxuYG7v1UAwD8ozt8G4C79T188NEP+e8//OF00NsHt9m0EGXgERcimurO5iZ6v/7ZUn5vEa7r4unTpzg4OMDp6Sl6vd7c27ZaLURRhCiKYBgGAKQLfVX48Jfv459//S79uv6L8Xd2fru2g49/dQ9//8u/8Js/fqTs9xJVERsXIppqY2Oj0CmbZUiOlCQLcG3bRrvdhmVZc20fRVHaqCRrW5LFuiron76bfv7ug7ehvX8HQgi8VdvBv/v/wVv7t3H4+4d4/LufYJfvS0SUiaeKiKj0nj9/PrauxXEcdDqdsbUroyYX5D569Cj9nm3bczc889ra3sRnf/gQu+/+GJ//6WMAw8bw58YD7L4zvNLurR9tsWkhmgOPuBBRafm+D9u24fs+Dg8P0Ww2AQBff/01gOH1WU5PT9FqteD7PjzPAzBsdEZ/3rIs+L6Pfr+P4+Pj9HSRSp989gE++eyDse99+vl9fPr5feW/i6jKNoQQIv/HVtPV1RX29vZweXmJ3d3dZQ+HqLRev36Nb775Bg8fPsTt23xfnFm4n4jUkHn+5qkiIiIiKg02LkRERFQabFyIiIioNNi4EBERUWmwcSGiVInX6t8I7h+i5WPjQkTY3t4GALx69WrJI1ltyf5J9hcR3Txex4WIsLW1BU3T8OLFCwDAnTt3Fn6H5ioTQuDVq1d48eIFNE3DVkmuKExURWxciAgAcPfuXQBImxe6TtO0dD8R0XKwcSEiAMNL0N+7dw/vvfcevv/++2UPZ+Vsb2/zSAvRCmDjQkRjtra2+ARNRCuLi3OJiIioNNi4EBERUWmwcSEiIqLSKPUal+RiUFdXV0seCREREc0red4uclHHUjcuL1++BADcv39/ySMhIiKiRb18+RJ7e3sLbVPqxqVWqwEAvv3224XveOLw8BDdblflsJi/AtnMZ/6qZjOf+auafZP5l5eXePDgQfo8vohSNy6bm8MlOnt7e9jd3S2UsbW1VXhb5q9uNvOZv6rZzGf+qmYvIz95Hl/E2i/O/eKLL5i/pPwyj5351c4v89iZX+38Mo9dVf6GKPHbnV5dXWFvbw+Xl5dvtEMkIiIidWSev0t9xGVnZwdffvkldnZ2lj0UIiIimpPM83epj7gQERHRein14txFhGGIk5MTBEEw9v0oiuC6LnRdRxRFME0TmqYpy8+7TTY/DEP4vg8A6Ha7OD8/Vzr+JDuOY3S7XTx9+hSNRkNZ/qh2u41nz54tPP6sfQMAjUYDURQhjmPlY/d9H1EUQdd1AIBhGMryXddN84r8TfPyoyiC7/uo1WqIogjNZjO9H6rybdtGvV5Hr9cr9LdN8mfNcRX1m1dDMvWbla2idrMyVNTuvGOUqd2s/QPI1W/e+GXrNytfRf3mzX2Z+s3Llq3drPknXbdiDTiOI4IgENPubqPRSD/v9Xqi2Wwqzc+6TUW+ZVljn4/eHxX5mqaJIAiEEELYti10XVean0huHwwGyrJN0xQABABhGMbC2Xn5nucJ0zSFEMO5o3rfJGMf/Rj9e8vmT2Yl90VVvq7r6T4PgqBQ/uQ4J+e4ivrNypet36xsFbWblaGiducZY9HazctXUb9Z+SrqNytfRf3OO3+EWLx+s7JV1G7W/JOt27VoXBKTDz69Xu9aIWqapix/3tuK5gdBMDbeXq8nAIher6ckX4hhcSds2y704JqVn3AcZ6xYVGTbti0Gg0HhzLz8yfEW3e/T8geDgXAcZ+x7iz7oZeULIa79LYs2FtPyPc+79kRQpAay5riK+p23hlSPXUXt5mXI1u68Yyxau3n5svWbly9bv1n5Kuo3b/wy9ZuVrap2Z80/FXVb6sW5spLDbKNqtVp6iHLVNRoNnJ+fp1/HcQwAhS7oM8vooVPHcXB6eqosO+G6LprNpvJcYHiIVuY0yyxRFKHf70PTNIRhiDiOC51myTK6T97EPqrVanj06FF6yPno6EhZdjIXJy1aW1lzXEX9vskayspW8XvzMmRrd54xyszLefJl6jcrX0X95o1ftn7z8mXqNytbVe3Omn8q6natG5dZf6B+v3+zA5EwWgwXFxcwDEP5E3UYhmi32zg6OoJpmkqz4zh+I41Fku26LlzXRbvdRhRFyrLDMEStVkvP056dncF1XWX5o/skjmP0+33ljZHjOACAer0Ox3GUNkbJuoRE8qBUpLZmzXFV9fsmaygrW8XvzcuQrd2sfBW1m5cvW7+z8lXV76x8VfWbtX9k63dWtsranTb/lNTtwsd/Smzy7lqWJQzDGPueruvXDvEVzZ/3NhX5g8FA6lTLPPmmaRbeN7PybdtOP1d9qmg0KwiCQuewZ+Xbtj12Xn8wGEj9jbO2NU1T+nTXtHzHcYTneel9UXmqSIhhfSWH+x3HEQDSc95FTM5x1fWbVUOy9ZuVraJ28/Jla3davqranZWvsn4n81XXb9b+V1G/0/JV1e+0bJW1Ozn/VNTtWjcu0877apo2dm5OJn/e21Tkm6YptcYiL1+I4TnL0WKXzfc8byxLdeMyWmjJA5Oq9T+e5107LytT3LP2ffKgImsyv9friVarNfa1pmlK10cluUEQpPtf5gF8co6rrt+sGpKt36xsFbWblyFbu5P5Kmt3Wr4Qaut32vhV1u+s/a+qfifzVdbvrLGrrN3R+aeibte6cZm1SEjlk+c8t8nmW5aVTjyZxWx5T87JAi5VT87JfwvJBwDRarUK5U9mTy4+ky2+aXPnJhoXz/OkFkTPynccZ+riQZXjH30wDIJA6n5Mm+Mq6zevhmTqNytbRe1Oy1BZu7PyVdXutHyV9Ttr7qiq36y/oYr6nZavqn5njV22drPmn4q6XbvGZXLnTL4sa/IQlmz+PLfJ5CeHC4UQaTerKj8IgrGXqTmOI/2qq6x9IHtEZDR7cl84jlPopbKz8oUQYy/RLPpyyqx8IaYfVlWRP/kfmxDi2tcy+UKMPxiZpln4SEjWHFdRv/PUUNH6zcpWUbuzMlTV7rxjLFq7s/JV1W/W+FXUb97+ka3fWfkq6jdr7LK1mzf/ZOt2LRoXz/NEq9VK/ysY7VSTCeA4jmi1WoUenLLys26TzU+62NGPIg9OWWN0HCf9r6rZbBZ6cMrbB4PBQFiWlZ6nXeS/hqzsIAjSc7VFn5Sz8gf/P3dr23bhw/15+8ayLKm1J3lzM9k/tm0rH79t2+n8Kdq05M1x2frNy5ep36xsFbWblyFbu/OMUaZ28/Jl6zcvX7Z+59k/MvU7z9wsWr952SpqN2v+ydYtL/lPREREpbHWL4cmIiKicmHjQkRERKXBxoWIiIhKo9KNi+/76HQ62N/fx9HRUWku5U9ERETTrcXi3Hq9Dsuy3tj74RAREdHNqPQRFyIiIqoWNi5ERERUGreWPYBlcF0XmqYhiiL0ej1YlgVguCam3W7j9PQUuq4jiiJ4npe+CycREREt11oecTk+Poau6zBNM33rdAAwDAOGYcDzPBiGkd7ORb1ERESrYS2PuAwGg/SIS7/fRxRF6W0HBwc4ODhIv9Y0Df1+fxnDJCIiogmVPOISxzHOzs5m3v78+XN0Oh0AgK7rNzUsIiIiklTJxiVZqwIMm5goitIGxfd9hGGIVqsFXdcRx3H6fSIiIlptlTxVlFyvxfd9OI4D27bRaDQAAI8fP4amaWmjcnx8DNu2oes6wjDExcUFgOF6lyiKEIZhejuPzhARES3XWlyAjoiIiKqhkqeKiIiIqJrYuBAREVFpsHEhIiKi0mDjQkRERKVRqVcVhWGYvlqo2+3i/PwcmqYBAKIoguu66aX8TdNMb8vaLrn95OQEQRDc5N0hIiKiCZVqXHzfR6vVAgB0Oh08efIkbTaOj4/Tz6MowsnJSfoeRFnbJc0OL/tPRES0fJV5OXQYhnjy5AkGgwGAYXNSr9fR6/UAjDcuALC/v4/BYJC53eh1WzY2NlCRXUVERFRalVnj0mg0cH5+nn6dXBG3VqvB933UarWxn6/VagjDMHM7IiIiWi2VaVyAH66YCwAXFxcwDAOapqXNyKTkzRNnbUdERESrpVJrXBJxHMN13dzFtJMNzbzbERER0XJU6ohLot1uw/O89KiJpmnp0ZVEv9+/dlRlcjsiIiJaLZVrXDqdDtrtdvrOz3EcwzCMqT/7+PHjzO2IiIhotVSqcXFdF41GI20+vvrqK2iadu1dnaMoSt8lOmu7SWxmiIiIlqsyL4dOXsY8StO0sZc527aNw8NDdLtdPHv2DJqm5W7n+z48z0On00Gr1cLh4eHYYl4iIiK6OZVpXIiIiKj6KnWqiIiIiKqNjQsRERGVBhsXIiIiKg02LkRERFQabFyIiIioNNi4EBERUWmwcSEiIqLSYONCREREpcHGhYiIiEqDjQsRERGVBhsXIiIiKo3/Acz9cF4RG/MXAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAioAAAHUCAYAAAAUQANHAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjMsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvZiW1igAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsnXecFPX5x9+zfW+v98Jxx9E7HAjYG9hLNCAajVETxBRjTAxoqqYRUPOzpAgk0ZhYwS4WOCtVytGPendwvd/u3vYy8/vju+WWu4M7pDPv1+te7Mx8Z+a7y+7MM0/5PJKiKAoqKioqKioqKqcgmpM9ARUVFRUVFRWVnlANFRUVFRUVFZVTFtVQUVFRUVFRUTllUQ0VFRUVFRUVlVMW1VBRUVFRUVFROWVRDRUVFRUVFRWVUxbVUFFRUVFRUVE5ZdGd7AmoqKicWgSDQfx+/8meximHXq9Hq9We7GmoqJx1qIaKiooKAIqi0NDQgNVqPdlTOWVJTk4mOzsbSZJO9lRUVM4aVENFRUUFIGKkZGZmEhcXp96MO6EoCi6Xi6amJgBycnJO8oxUVM4eVENFRUWFYDAYMVLS0tJO9nROScxmMwBNTU1kZmaqYSAVlROEmkyroqISyUmJi4s7yTM5tQl/PmoOj4rKiUM1VFRUVCKo4Z7Do34+KionHtVQUVFRUVFRUTllUQ0VFRWV05bS0lLmzp2LJElMmDCBiooKgMi6GTNmUFpaCkBFRQULFixg6dKlLFiwQK1uUlE5TVCTaVVUVE5biouLKS4uxmq1snHjRoqKigCYOXMmAwcO5N57742MnTFjBps2bQKE0TJr1iyWLFlyUuatoqLSe1SPioqKymnP/PnzqaioYNGiRQC89tprMUZK2NMSpqioiJKSkhM6RxUVlaND9aioqKh0i6IouP3BE35es17b56TV5ORkFi9ezKxZs7BarcyePTtme0lJCampqTHrUlNTKS0tpbi4+GvPWUVF5fihGioqKird4vYHGfGbj0/4ect+dyVxhr5fmqZPn87ChQtZsWIFc+bMidnWUz5KW1vb0UxRRUXlBKKGflRUVM4YiouLKSkp6XVYR02oVVE59VE9KioqKt1i1msp+92VJ+W8R8PSpUuZOXMmaWlpzJ49m/Ly8si25OTkLt6TtrY2kpOTv85UVVRUTgCqR0VFRaVbJEkizqA74X9HI6pmtVqpqKiguLg4EvaZO3duZPvUqVO73W/ixIlH9+GoqKicMFRDRUVF5bRn3rx5MXkpS5YsYcGCBZFqn3DZcpiKigomTpyoelRUVE4DVENFRUXltKWkpIQZM2awaNEili5dGlm/ceNGAKZNm8aCBQsAYbzMnTuXpUuXsnDhQlVDRUXlNEFSFEU52ZNQUVE5uXg8HiorKxkwYAAmk+lkT+eURf2cVFROPKpHRUVFRUVFReWURTVUVFRUVFRUVE5ZVENFRUVFRUVF5ZRFNVRUVFRUVFRUTllUQ0VFRUVFRUXllEU1VFRUVFRUVFROWVRDRUVFRUVFReWURTVUVFRUVFRUVE5ZVENFRUVFRUVF5ZRFNVRUVFROW0pLS5k7dy6SJDFhwoRIb5/wuhkzZlBaWhozfsKECSdruioqKkeB7mRPQEVFReVoKS4upri4GKvVysaNGyPNB2fOnMnAgQO59957I2OXLl1KUVFRjOGioqJy6nNa9/qRZZm6ujoSEhKOqjW8ioqKwOfz0djYSGFhYbSHjaKA33XiJ6OPgz7+nq1WK4MGDWLevHnMmjWLhx9+mD//+c/djtXpdAQCgaOamsfj4cCBA2RlZWEwGI7qGCoqKqAoCh0dHeTm5qLRHD64c1p7VOrq6sjPzz/Z01BROe0pKCjgueeew+12R9ZpAm6KP7ruhM+l9Kr3kXXmPu/38MMPM2fOHMrKyrjsssvYvHlzj2MPt+1ItLS0cO2113Lw4MGjPoaKioqgurqafv36HXbMae1RsdlsJCcnU11dTWJi4smejorKaUu3HhWfE+38E/8gEJxbDQbLUe175ZVXAvDxxx/3OEb1qKionHzsdjv5+flYrVaSkpIOO/a09qiEwz2JiYmqoaKi8jXweDw0Nzej1WrRarVipSkBflF3wueiPYrQT5gJEyawYMECPvvsM6ZOndrzOcLvsa9z02rRaDTEx8dHDToVFZWjpjdpG6e1oaKionIckaSj9mycDJYuXcrMmTNJS0tj9uzZlJeXn+wpqaioHAPU8mQVFZXTHqvVSkVFBcXFxcyZMwcQJcoqKiqnP6qhoqKictozb968iIECsGTJEhYsWBDRVTkUq9V6gmamoqLydVENFRUVldOWkpISZsyYwaJFi1i6dGlk/caNGwGYNm0aCxYsiIwNe1nmzZsXM15FReXU5bSu+rHb7SQlJWGz2dRkWhWVr4HH46GyspIBAwaoSaKHQf2cVFSODX25f6seFRUVFRUVFZVTFtVQUVFRUVFRUTllUQ0VFRUVFRUVlVMW1VBRUVFRUVFROWVRDRUVFRUVFRWVUxbVUFFRUVFRUVE5ZVENFRUVFRUVFZVTFtVQUVEJEXQ48e7bd7KnoaKioqLSCdVQUVEJUfuzn1Jx/Q24t+842VNR6SWlpaXMnTsXSZKYMGFCRDI/vG7GjBmUlpZGxi5YsIAFCxYwY8YMVUZfReU0Qe2erKIC+GpqcX7xJQDuLVswjx51kmek0huKi4spLi7GarWyceNGioqKAJg5cyYDBw7k3nvvjYwtKSmJ9ANasGABl19+OZs2bTop81ZRUek9x82jUlpayoQJE3o1LvzEU1FREXmtonIisb/3buS1r7rqJM7k1EFRFFx+1wn/O5quHvPnz6eiooJFixYB8Nprr8UYKaWlpcybNy+yPH36dEpLS3tsWqiionLqcFw8KkuXLqWoqKhXRsfChQsjF5epU6eyZMmS4zElFZUeURQF29vvRJb9B1VDBcAdcDP55ckn/Lxffesr4vRxfdonOTmZxYsXM2vWLKxWK7Nnz47ZXlxczOLFiyPL4bBPamrq156viorK8eW4GCrTp0/v9dgJEybQ3t4OiIuNisqJxrN1K76DByPLvurqkzgblaNl+vTpLFy4kBUrVkRCPIduD/Paa68xdepU9ZqjonIacErkqPT2YuH1evF6vZFlu91+nGakcjZhfUd4U8wTJuDetAl/dTVKMEigqQnv/nLiL7zgJM/w5GDWmfnqW1+dlPMeLcXFxSxYsICSkhKmTp3a7Rir1crSpUvV/BQVldOEk26ohC8aABs2bGD27NmRhLhDmTdvHo899tiJnJ7KGY7s89HxwYcApN83m+of/BDF7yfQ2EjlLTMJtrSQv2gh8RdddJJneuKRJKnPIZiTydKlS5k5cyZpaWnMnj2b8vLybsfNnTuXFStWqN4UFZXThJNennzvvfcyffp0pk+fzsyZM5k2bVqPYx955BFsNlvkr1p10at8TRxffEHQZkOXmYnlvPMw5OYC4Nm1i2BLCwAdJZ+czCmq9AKr1UpFRQXFxcWRsM/cuXO7jFuwYAFz586lqKgIq9WqliirqJwGnHRDpXPWfVFRERUVFT1m4huNRhITE2P+VFS+DvZ33wMg6YbrkbRa4iadA0DD7/8QGRNUQ4ynPPPmzYvJS1myZAkLFiyIuZYsXbqU4uLiiJHy+uuvq14VFZXTgJNqqJSWlnL55Zd3Wa9m4qucCBSfD+fq1QAkXHU1AKl33QVAoKEhMs67axeBtjbcO3ee8DmqHJ6SkhJmzJjBokWLIiFkgI0bNwIwbdq0iMEyY8YMpk2bhiRJpKSkdOtxUVFROfU47jkqVqs15qmltLSU5ORkioqKKCoqYv78+ZFtJSUlTJ8+XX3KUTkhuDZvQXa50KamYhoxHADjwIEkXHklHR9/HBnnq6qicvp0AnX1FL76CuZx407SjFUOZerUqd0mzd57770xOirAUemzqKionHyOi0elpKQk8rQyb968mCedzsvJyclMnDiRBQsWsGjRIjZs2KDqqKicMJyrVgJgueB8JE30p5D9q1/GDlQUAnX1ANg//OiEzU9FRUVF5Th5VMJPOZ29JWEONUTCEtgqKica1yYhSGg577yY9bqMDIrefw/X5s04V66iY/nyyLZgR8cJnaOKiorK2c5JL09WUTlZhEXejIMHd9lmHDQI46BBEJRjDBXv3r0nbH4qKioqKqdA1Y+Kyskg6HASbG0FwNC/f4/jLOedG7Ps3bcPJRg85vPp+OQT2l9//ZgfV0VFReV0R/WoqJyV+EONB7UpKWgTEnocp8/Pj1lWvF58B6swFg04ZnNRAgFqfvgjAMxjxmAaNuyYHVtFRUXldEf1qKiclfiqhFigvn/+YcdJkkTByy+T8bOfYho1CgDv3j3Hdi6dhAu9+7tXU1VRUVE5W1ENFZWzEl+VyE8x9C844ti44vGkz5qFabjwdHj29M1QUQIBZJ+v57l0EiXz9vHYKioqKmc6qqGiclbirxKhH0P+4T0qnTEOFYaKd0/fEmqr7/s++y+5lEBbW7fbveVRQ8WzZ3efjq2ioqJypqMaKipnJeHQj6Gg50TaQzENHQL0zesRtNlwrlpFsK0tpnooZi6dmud5d8ce2/bee9Q/9hjNzzyLI6SiqxKltLSUuXPnIkkSEyZMiEjmh9fNmDGD0lJRhl5SUkJJSQlLly5l7ty5kfUqKiqnNmoyrcpZiS/kUdEfpuLnUIxDhKHir60l2NFx2CTcMO5t2yOvewoZeTuFfgJNTQRaW9GlpSG73dQ98gsIBCLb8576PxKvuqrXcz7TCeswWa1WNm7cGOm8PnPmTAYOHBijTjtjxgw++eQTpk6dSltbGzNmzOixw7KKisqpg+pRUTnrkL3eSC+fw5UmH4o2KQldTg4AnrJdRz6Px4NzzZrIsnvjxoiMu+zzEbTbcZVuxrM7FO7RasW4zZsB8FVWRowUY6gSqP5Xv0Z2u3s957OF+fPnU1FRwaJFiwB47bXXukjoL1myJEZcUm3VoaJyeqB6VFTOOvw1NaAoaCwWtH1sgBk3YQL299/HuWYNlsmTehynKArV35uFK9QcD8C7bz/7L76Eog+WcfDOO/F2Mnbip16OLi0d62uv4dq4iYSpUyO5K+aJEyh44QX2XXwJwdZWvHv2nJB+Q4qioJwEo0gym5EkqU/7JCcns3jxYmbNmoXVamX27NldxnTuCbRkyZJux6ionCr4PAH2b2zC6wrgdfsZc2k+cYmGkz2tk4JqqKicdXQO+/T1hhh/0YXY338fx8ovyXzwJz2O8+7ZE2OkaCwWZKeTQFMT7f97KcZIMY0ZQ97jj9NRUiIMlU2bxDHK9wNgLBqIpNNhGj4c56pVeHafIEPF7WZP8YTjfp5DGVq6CSkurs/7TZ8+nYULF7JixQrmzJnT7ZjS0lJee+01pk2b1sXjoqJyKrF5eRUbPzgQWQ54ZcZOzWfbp9WMv6LgtDZagg4H/k4d6o+EGvpROeuIVPz0IewTxnL++QB4y3YRaG7ucZx92TIAJKOR7N//jiFfrcM0dgwArc8/HxkXN2kS+f/4OxqzmbgJwijwlJXR+u/naX1uIQDGgSLvIlIevfvIYaezleLi4kjSbE/bH3nkEcrLy2OapaqonGo0VNhiluvLrbz79Ba2lFTz5aunt4xBzQ9+SOVNN/d6vOpRUTnriFT8HEHsrTt0aWmYRo3Cs2MHjpWrSL75psg2b3k5voMHsZx3HrZ33gUgd/58Eq+6EoD48y/As3Ubsk1cgPKefYbEadMi++tzczEUFOA7eJCmBQsi6w0DBwGdyqN3n5iLlGQ2M7R00wk516HnPRqWLl3KzJkzSUtLY/bs2T0myiYnJzNjxgymTZtGe3u7mquicsqhKArN1aIB6lX3juKjRTtoOhhtiFpe2vND0qmO7PXiWr++T61IVI+KylmHr1Lkfhwqj99b4i+6EADnqpWRdbLPR9Xd91Dzgx+yZ9x4Ak1N6HJyiL/0ksiYcNUQiFBQ/EUXdTl24rXXdlkXbpoY8ajs3UvQ4TyqufcFSZLQxMWd8L++huMArFYrFRUVFBcXR8I+c+fOjWwvKSkhJSUlshyuDqroVHGlonKq4Gj34nUG0GgkCkenY+4mzOOy9ywi6fcGkWUFe4vIMavb185Hi7bjtHqP25x7i+8oKu1UQ0XlrEL2+XCViqoa89ixR3UMy4XCUHGsXoMSqsqxv7+MQFNTzLiM++9HYzRGlo1Dol2a4y+/LGZbmMTrooZK0o03kPvEE+izMgEwFBSgy8xEcbmofeCBSAWRCsybNy8mL2XJkiUsWLAgYoikpqbGJNOWlpaSnJwcUwWkonKq0FwlvCcpORa0eg0Z/eK7jKnZ072A5NZPqln8ky94fs4q/vurtWwpqeKtJzdTXtrM+vdOnmHuXLeOlsWL8ZSVAdBhye31vmroR+Wswr1pE4rHgy4jI8bD0RfMY8agTUoiaLPh2bkT89ixtL/yitg2YQKGAYUY+uWTdOMNMfsZ+vdHMhpRvF4Sr7q622Mbi4pIvftuAq0t5PzhD0h6fWSbpNPR729/48Ctt+JcvZpAUxP6rKyjeg9nCiUlJSxcuJCSkhLOOeccpk+fDsDGUCLztGnTmD17NnPmzGHmzJmR8uUVK1awadOJD2upqPSGuv1WADLyhYEy8qI8WmocTLi6EEe7h83LqyhbVc+Qc7K77LthWSWKAh6HH4DVS/dHtlXvbj/iuQ9sb2HXmnouvX0Ypnj9Ecf3BiUYpPZnD0U61gPsGXo7bP2iV/urhorKWYVj1SpAJMUeTYgBQNJqMY8bh+OLL3Bv34Fh4EA8O3YAkPd/f0Gfmdn9fjodWQ/PxVteEQkfdUfW3O4rVgDMo0ehz87GX1uLv7burDdUpk6dGuMpCXPvvfd2qeoJGzHh7SoqpyJOm5edX9QCUDQ+Q/w7LoOiceJ1R5uHrSXV1O5pp6HCRnZREgF/kD3rGvC6Aoe9rnW0erA1u0jK6LmqbtnftgGg02uYds/IY/Ke3Fu2xBgpsqTBHd/7a5dqqKicVXi2C4MibvLkr3Uc08iROL74As/OnRiLBoCioM/L69FICZNy221f67wA+ry8kKFSA8Xjv/bxVFRUTh12rqwj4JfJGpBI4Zj0LtsTUk0MnpTFnnUN7N/YRFq/eJYv3sGB7a0x4/qPTOPCWwbTVu8kIdXE6jf2UbvHSnVZG0kXd2+odA4n15fbuh3TV6xvvkX9L34Rs85jSkNWev+gqBoqKmcVgTbxY9bndHWZ9gXTKPGk4dm5E32/PADM40+M0aDPE+fz19aekPOpqKicOFpC1T6Dz8nq0TvSb1gKe9Y1sPXTarZ+Wt1lu0Yrce0Px6DRSCRnCaMke0AStXusNNc4ejy3u8MffW33ocgKkuboPM9hmv7yl8jrvKeeQp/fj8r1NbCy52TgQ1ENFZWzimCrSEDTpvRNkfZQTCOFoeItL0ezZi3ACRFhA9VQUVE5k2lvcAGQmmPpcUxm/8Qu6/qPTKVqp7i+JaSZ0BxiYKSFEnJrP1pHzbq/kf3b36JLT6diSzPbPq0GSaJ2TzSHJeCXaat3kpYXjxwIELDZMaT17boZaGsj2NIi3s/dd5MwbSqSVou3NgHY2uvjqFU/KmcNSjBI0GoFQNfHH9yh6DIz0WakQzCIO5SUeThJ/WNJ2IOjGioqKmcWQb+MrenIhkpydmzo5rr7x3L17NGRZa1O3Np91dU0P/MsstNJarbQJ3IYM7Gv+ATrm28BsO6dCmr3WmOMlDA7/rCIQGsrH9//L/718HrqPo92HHdv20bL4sWH1UPx7t0LCCmIrLlzkEL9zNob+yavoHpUVM4agjYbhGKw2q8p8iVJEhk//BENjz4KiKeFsN7J8cYQ8qj4VENFReWMwtrkQlHAYNYRl9SzRP6h3pKCkWkxy+GKn4O330GgqYmg3U7chRciyX6COhOfXfJXLt5cgr7ZTXu9MBpS4320OWLPuUMZR/2cD2jVDwYtbHpjJ7mXFOOvq6Pqu99D7ujAUFgYI1zZmbChcmiFZXu9qxefRqf326fRKiqnMeGsc21SEpLu69voKbfOJH/RQjJ//nMyf/rg1z5eb4mEfurq+6TuqKKicmrTFjYaco4sfHjuTQMBuPTbwyLrRl4otEkm31hEoL09ou3U8fHHtC1ahC7giYzd05ZB5TahcJsmNzD2/Z9GtmU1boi8btXnRV7b23zIHg91cx9G7hC5NJ6dO3ucoydiqEQf4urLbTRU9i1RV/WoqJw1BNqEa1OblnaEkb0n/qKLulWYPZ7osrLYX2Qi6PUwYP9+TEOHntDzq6ioHB/ChkpKds9hnzDjpvWnaFwGSZnRlhMXzhzCiAtyyeifgLVTL6tAczOB5mZyhxZxMOcSABpSxtL8llCJTalYhYTC+M3/R0PWJIbUfUhj1jldzmmz9KPiznvwb9scWefdtbvHOe4/oKFxxN1cVBD1qKxeug8UGDIpC57vcdcYVI+KyllDMFTxo01NOcLIUxt7wMEvZgb49Z06mtetPPIOKioqpwW2JiF5H67UORzhip7OnhetTkNmQSKSJOH4vKuY2gWzz+XOP51HXFB4NIIBhYREDbn1oiAgxbaf4XtfJu3qqUwZ6yPRVkF2/VpMbuF5UTR66uqEFzdp+jcB8OwSTVIVWcZlt6EoCu2vvsreO+5he/wlNGVOZMWGBOr2WfG5AzQdsAMw8erCXn8uqkdF5awh0CYy4nVfs+LnZLOhIeqW3bNrJfl87yTORkVF5VgRTqTt7CU5GhRZxhVSZzYOGYJ3715SvnUbydcIReyx2Y1sO+BEm5TEuf3a8Qc9mCdOQJ+Ti3vrVlLv+g7JHR3EPS1C2rqMDOq/9yzb17ayd9AtZKUGyX7kEWxL3yDQ1ETtT3/G1sJsdq3+grikLCy2cSi6i6Pvq9XHW09GE3HjU4zEp5h6/X5Uj4rKWUMwEvo5vQ2VtXVrI6/3N5T12PNHURQafvc7mp78S7fbzwRKS0uZO3cukiQxYcKESG+f8LoZM2ZQWlraZb+5c+diDVWAqaicKtiahUflcMqxvcG7dy+yzYYmLo7+/3mB/MWLyPrlLyPbB53bn8kb/sgFdS+gX78CgITLp5L3+AIGLf8Y48CB6HKjvXj0eXmce+so4vUevKYUbLc8jMZiwVBYKOb9wQdUbPwKAJetEatFhyNBNH0dnlLH8PNzYuaXWdi1vPpwqB4VlbOGsNibLvU0N1Tqo4ZKtdmFb//+biuOvHv20P6y6EGUeN11mIYeXW+jU5ni4mKKi4uxWq1s3Lgx0hV55syZDBw4sFup/NLSUhYsWMAjjzxyoqerotIjHqcfr0s0OU3K+HoeFefadYDoPaZLSSH+wtiWHWHNp3CDQLRaEq++KmaMLj2qiiuZTOiNWs65dRyf/Xc3e/b4CS59ha15yeQ7k8htd+D1RhN1laAVg9dKVnMpk398B5YRw8gdnMwnL4gwUUb/hD69H9WjonLWEPGonMahnz1te6juiCpR1qSDc8OGLuMURcG9JSqoZHvrrT6fS1EU/N7gCf87mq7Q8+fPp6KiItJ08LXXXuuxn09FRUXEoFFROVUI56dYkgzojdqjPo7zq/U0/9//iWOde263Y3Q5Oeg6tftIuGIa+uxYtW5JEzUPwvongydmYTDrsDe72bpiOU5HB7tz0ynLi5X6V2Qr37hK4ap/zMYyQlQlDSqOni9L9aioqHRPMJyjcoxCP3/Z+BfW1q9l8bTFJJuSj8kxj8Q75e8AkGJMod3bTukgDR/se487+BYgRO2qvvs9XOvXgyxH9rO99x6Zc34ec/E5EgGfzKIHetfd9Fhy79MX9/lCnZyczOLFi5k1axZWq5XZs2d3O27p0qVMnz6duXPnHoupqqgcM6yR/JS+hX1kpxONJVol1P7yyyg+H5bzzyfltlu73UeSJCwXXoDtjTfRJiWR/v3vdzvOOGI43rJdJN10EwB6o5bB52Sx44tqnNaWyLiG5PiY/ZRgG6nXX402LvpedAYtN/2smNZaB/2GpdARKm/uDapHReWsIZxMqz2K0M+Ghg08u/lZbF4b/yv7H99a9i2e3/k8u9t28275u13GH+oVWHFwBf/e8e+j8haE8ct+llUsA+DBCVHdlvmFO2h0NgLg3b8f17p1MUYKCA0Z7/79nMlMnz6diRMnsmLFim49JlarleSvKfSnonIsaa2t5o15v6Vh/17aG0Rpcm/CPkowiHvbNmoefJA9E8/Bvnx5ZJuvqgqAlDtuR2Pu+VhZjzxC/xdeYNDnn2Ea0n1YuP+//kX+v/5J4rXXRNYNmZSFItsBBSQNSSlRuYc0nQjpKLIVbVwciqIQDET7B+UOTmb0Jf363Lle9aionDUEv4ah8pvVv6HGUcOibYu6bNvctJk7R94ZWX5s7WOsq1vHU5c+xdDUoVTbq/np50JMaUrOFEakjTiq+a+pXUObp41UUyrXDbyONmcLT219BoAvv3qdGZfdj2dHV/El4/DheHftwr1pU48XpO7QGTTc+/TFRx54jNEZjv75qbi4mAULFlBSUsLUqVNjtr3++us9hoNUVE4Grz/2CC6blbbaGpJy7wMge2BSj+M7Pv+cxnnzCLZbke326PrlK0i84goRrg0ZKob+/Q97bm18PJYph+8ir0tJIf7882PW5RQlYY534bODJKWQmHsjtvZ/AxDf4qU1GRTFjaO9jc//s5jKLRu5YvYDDD33gsOe67DzOOo9VVROI2L6/PTRUGlwNlDjqOlx+7r6dfhlP3qNHlmReb/8fTxBD99b/j2+O+q7vLU/mh9Sbi0/akMlHPa5ZsA16DV6vjtuFk3Ll/FyVjlf7v1IGCo7dwCQetddSHod2pRUZJcL765duDZuIuW223p9PkmSvlas/ESzdOlSZs6cSVpaGrNnz6a8vDyyraSkhFtuueUkzk5FJZaAz4fLZgXA3tyIL9ABEhSOTu9xn5Zn/4r/YFWX9d49QnQt2N6O7HSCJCGnpVJRuoEB4yb0KeR7JCSNxOAJRjbWgaRNprkumX72eNyaNvzxF4G0ARQ3C++LPry9/9SfSe//D9Ly8o/qnGroR+WsIGi1HnWfn42NQo8gLz6PYanDMGgMXFt0LRf3uxi9Ro/D72B783YAGp2NeIIi+93qtfLkpiepsFVEjlVpqzyq+du8Nj6v/hyAGwfdGFl/0ejrxBw11fgDPtwhOWvT6FFk/uxnpN1zN3ETJwDgCjVPPBOxWq1UVFRQXFzMnDlzALrkobz++ussWrSIRYsWUVFRwbx587otXVZROREc6KTuKmk0KEqQ7AGJxCV23+Mn0NISI1ef8ZOfMOhLkUPmLa9Adjoj3hRdVhZfvvoib81/jHVvvfa15lm7u4zP//sv/J5OVT2yFYC8oYUAWPvfhSvvIdoyJqLRF3Z7nOod2456DqpHReWsIBL2SU7uc5+fjQ3CUJnafyoPTHgAu9dOmlnEZed8OYcPKz9kVe0qirOKOWA/AECuJZeMuAz2tu/lpkE34Qq4eHv/20dtqHx84GP8sp/BKYMZmhKVzD/n0m+R+MLT2M0KX37+InkhOWvzqFGRMabQ60BDA0GHE238keW5TzfmzZvH/PnzI8tLlixhwoQJzJ49m6Kioi5hoNmzZ0e2qaicDCo3R6v1FFlGDtTi7diCrakfSZnZXcZ3fPopIH7P+YsXoUsRCtu6rCwCjY14du/GX1cHgLZfP3Z8JvRR1rz+EonpmWz5+H2uuf8hUnLyuhz7cHzx0r+p37sbc0Iik78xA4D2hnoABk0cjMtpxGkFQmkn+rirGHnFTez89Gm8LicZ/QtprjpAQ/le4No+nTuM6lFROSsItB5dfoqsyKypWwPAxOyJ6DX6iJECcH6uiN+Gxxy0HwRgSOoQXrz6RdbctoZHJj/CVYVCo6Czd6UvhMM+Nw68MSYRzWCK42JPIQALdv+dVoMPbUoK+nzhYm1wNmDVetEmibi3/wzruFxSUsKMGTNYtGgRSzv1NtkYUuWcNm0aCxYsiKy3Wq2R5fnz56seFZWTRtWOrTHLfsc71O/9ghfn3N/teNcG8Z2Ov+SSiJHidTlpH1KEguiUXPdz4U1sTUuO2fejv/8fDeX7eP+pBexdtwpZ7l0zU0VRaK0W17Qdny4XOTAeDzVlwoOcVTSQa74/mvT8aNWPJEmk5/fn1t8t4Jof/5zzb/02AA3l+3p1zu5QDRWVs4Jge9hQOXKfn/+V/Y/vfPgd6h31bG3eSr2zHovewpScKV3Gnpd7HgBlrWW0edoihkphYiEaSYNOI7w3RUniyb2qowq/7O9ynMNRaatkW/M2tJKWa4u6PpFcN1L03KhL8PPQ97T4LxQx6VZ3Kze8fQO3f3A72n6hjsu1PefanI5MnTqVJUuW0N7ezvTp0yPr7733XhRFoby8PBIKAlHGPGfOHBRFYeHChRQXF5+Maauc5dhbmrA21CNpNAyZEk4yFdcFn9tNTdkOXHYba994JZLH4t4txNJMI0WOW1tdDf/5+Y9YaW9iV15GzPHrtd1XFzYdKOe9//sza15/uVfzdLS14nMLfRdrYz01ZdvZ+9VqfG43yVk55A4ZRmZBIjN/OYnv/V9sc9b0/AKGn38x2QNFAn9rbTU+t6tX5z0U1VBROSuI9PlJPXzn5FZ3K/M3zKe0qZQHP38wUg58ef/LMem69qbIiMtgaMpQFBTW1q2NhH4KEgtixmVZsjDrzATkAC/veplmVzMHbAd6Nff3yt8DhFGUbu6aaDfl4m8xda+Ym8MscevIz3mm9Bner3gfd8BNraOWtgHifftrziyPiorK6YaiKGxd8SEA2QMH02/EqC5jNn3wDm/O+y1rXn+JL/77L8o+K+Fds0zJiAJadMKjuu6NV+loEc0CD2YkoUy7jIwHfkzmzx+iyS+Mi2n3/qjbOXz11mvYQ/sejtba6pjlLSs+ZNOytwEYecnUGO+u0axj7NR8ElJNDOwk7mZJTiEhPQMUhYPbtxzxnN2hGioqZwXB1t55VF7Z/Urk9c7Wnby2RySihUM33XFenvCqrK5dzb524d4sTCyMGaORNNwz6h4Antj4BJctuYwb37mRL6oPL6jm8rsiYZ8bBt7Q7RiNwcBjF/+RP7wYiKxbvH0xT2x8IrJc288InHmhHxWV0409a75k/dtLABh2/sVkDehaBbh/w1oaK4Tu0e41X7L1w3dRJAmfXsfO0vUA1O4R8vc6oxFFUWiZMpH0738fwzduxNbUiCRpGHruRV2OHabsi0+OONe2GpGcm5Qlcmb2rl1J88FKTJZ4xlx+ZZfxF0wfLLozH5IQPPx8IXOw+cP3jnjO7lANFZWzgkB72KNy+ByVsAcl1RQdZ9AYOCf7nB73uSBXuG7fq3iPRlcjRq2Rkekju4ybPWY2Px7/48iyrMj8/MufU++o7/HYT2x8giZXE5nmTC7Jv6THcQnTpnHB7XOYp5vB1P5Tu2yvShOuYF+n0I+iKNiWLcO5fn2Px1VRUek7nr17qZo9G8fq1V22Ve0U1S+jL7uC8Vddj0Yf6+XNHDAwZlkOBqk7GM1t279hLV+99Tr25iYkScMFM0UOSNiwCeePZA4YiDEujtt+/zhDz72QgROFZkp6vvD2Hpojc3D7FpY98zgepyOyLuxRGXbeRWQURhPPL7vnPuKSknv5acC4K69D0mioLttOW13fw8/HreqntLSUWbNmsekIJZEVFRUsXbqUoqIiKioquPfee1X1SJVjTqTPz2FCP9Ud1dQ4atBJOh6Z/Ag//+LnAIzPGt9t2CfM+MzxmHVm3AHhbp2cMxmzrqsipCRJzBozi+KsYuocdby25zW2Nm/lr1v+yh8v+GOX8Yu3LWbJXvHk9fsLfn/YOUiSRNo9d3MdcB2iUml9w3rW1q1lS/MWDpqF6qW/ti6yj+PTT6n72UOg01G4ZjWKLKMcomircvQoQYWgzYsutfft7FVOfwJtbRyYeSuK242nrIzBn30WU2nYFrr5548aiyRJONq8IMWB4sKIxPhxk1h+sJL0fv1prjoQ2c/k8+MzGgj6/ax69UUAUnLz6DdchI6aKstRFIWaXaKEORxSyh0ynNwhw/G5XTRVVhCXnMLzD86mumw7X770PFO+eSsGk5mlf/iVOE98PJffIyT1W0MelbS8fEZeMpXKzZvIHTyU7EF9a3CakJZOzuBh1O0po6mynNTcfn3a/7h4VMLZ973JqJ8xYwZz5sxh+vTpTJ8+nVmzZh2PKamc5QRaRF+Kw/X5+apetCkfkzGGS/pdElk/KHnQYY+t1+q5dVi0p8bF/Q6v5johawLXD7yehyc9DMC75e/GyPD//IufM/o/o3lms1CdfWjiQ5Gk3d4yMXsiPxj3g0i46QDi/furqiLy2w2PPiYGBwJ0fP4FgcZG/DU1X0vmXyWK9f1yGhZswFnaiLusFUVWP9ezAds776KEElCDzS3sHjWaypu/iaesTFTR1AhDJTW3H83VHVgbnRjiv4lRTqR4XzWWt97lwZfe5s7H/8rgSdHffbbNSXJibOg6f+QY0vsXoNXp8Dgd2JsbaToghA5zBg2NGWswx9FvxChScnIj3pAN777Bjk+XE/BHE/xtTaIdhyLLNB0QcgoZBQNIyc6l+Orr+2ykhEnNFQn9bXV9Dz8fF0Nl+vTpvcqmr6iILdUsKiqipKTkeExJ5Swn0CwSxzp3DA2zrn4d9624j6dKnwKEzL1JZ+KO4XeQakrl2yO+fcTj/3j8j7mi4Ar6J/RnWsG0Xs1pVPoovjPiOwA8uuZR2j3tuANuPjrwUWTM7cNv5zsjv9Or43XHoBRhZFW6awmkJCA7nbS/9DIHvnV75DMBRLdVRUH2eFB8vqM+n4pAdvlxrhUhvfbX99L6YhnWd8uPsJfK6ULQZqP5mWfw7NnTZZu3PNRTSxtVdfaUlVH/20dx2214HB0gSdTtl3j9jxv46t1KNLoMBtoySHF58ZbtglCS6pipV2FJSSXP4WFwQxtTrr6ehLQMzrlxOsPOv5iJ192EVqcnvX8hAPX799JSJSoPMwoGdDt3SZIYcdFlkeWqndtpPhC9FwcDItfN2tSA3+NGpzeQepSKsp0J67e01/fdUDmpgm8lJSWkHpIzkJqaSmlpabeGjtfrxev1RpbtnXodqKj0hKIoBJqaACGOdCjz189nv1VcXIxaY8TQmDtpLnMn9a7Lrk6j48lLnuzz3H468acsP7icemc9B+wHSDFGn5i+Ofib/GzCz/p8zM70i+9HhjmDZncz1ddMZMBLK2n8058AMI8dS9ykSbQuXhyzj9zRgcZo/FrnPdtxbmrqum5dPebR6ZgGJkfWvbXvLV7Y+QJDU4fyy8m/JMnYc58XlVMDxe+n5oGf4Fq3jpbF/8QyeTIp3/oWCZddCoDvwAEAcv/0R6S4OCSNhpof/gjP9u3UrVoJQFJGFmveOBBz3NS2XZHjd3z0EQlXXkn/YSO55fwraPzjH0GnY+i1NzL8phld5pQzeCiNFftZ/ep/Cfh96I0mkrO7isaFuej2u8kfOZq3/vwYtbt2UDdidGRbe8jj0VQpjJf0/gVotF+/lUZK7tEbKic1mdYa6r1yKG2hUtJDmTdvHklJSZG//Pyvb+WpnPnIHR0oIflnXUas3kCruzVipCy+YjGf3vJpxAtxItBIGvLixQ+4zlFHvVM8hRclFfHoeY+i1+q/1vElSWJyjkiiKxudEF0fF0fe00+Rcvu3kMxm0Okg1A8k6HB0e6xjQUAO0OhsxOq1sqdtDw3OhuN2rpOJd397t+v9NdHPVlEUFm5bSIWtgg8rP+Sd/e+cqOmpfA0a580THcoB/H6cq1ZRN2dOJL/Ld0B4NAxFA0mcNo2Eyy8n8TrR6qJuxccAxKfmdDnukF/8gLiJEwGoffCntP7rXzQ9+aQwUgDjgAFoDN3L64+/6gYkjQZro7h+pBcUotH0bFxIkkThmGL0JjMep4PPX4w+rHS0NuP3eCIhpM5JtF+H1ByRl9JeX9vn8PIpWfXTkwHzyCOPYLPZIn/V1dXdjlNR6UzYm6JNSuriKdjUKJK9B6cMZkrOFBINiSd8frnxuQDUO+sjN+4cS9cL2dESNlQ26epIvOYa4i+9lIL/vIA+Oxt9djYD3nyD/v/6J7p0odEiOxzInTyXR4OiKLR52iIJxgBBOUi5tZwWdwu1HbUE5ACt7lbaPe04fA7a3G34gn0LO5WWljJ37lwkSWLChAmRcHJ43YwZMyK5cqWlpZHXFRUVx1WVNtDm6XZ9sCP6/irtldQ6ok+Xq2pXRV7Liszq2tW8svsVXP6jE8lSOfY4Vq+m/eVXQJKIOydaCSg7HBy4ZSbu7dsJhvLhDAMKI9sTrxKlvO2h5FifN6rkCpBk3Y8hL5f4Sy+JrGt/6WXaX/xvZFl3GA9Jam4eY6ddHVnOyC/scWwYjVZL/1FjosfXR42gtvpa6veJsFZm4cAu+x4NSVnZSJIGn9uN09q9Id/jXI/JDI6S5OTkLt6Ttra2Hqt+jEYjiYmJMX8qKkciEvbpJj9lQ4Pot3FOVs/lx8ebsFFS56iLGCrZlp4vSn0lrKi7o3UH1l/eQ/4//o55dNTVaxwwAH1mJpJOh8Yi+gCFk4+PFpvXRr2jngprBbIi0+Rqos5ZR0AOdBlb56jjoP0g9c76iEeptxQXF/OnX/+ae6ZPRwkEIr17Zs6cycKFC1myZAnFxcXIviD/eOpvTJgwAUmSjmufH0VWCLQLQy/h8v7o0kzETRQhx86GyqoaYZiE/683Nm6MGCWPb3ic+0ru409f/YkZ783A6rEel7mqHB5vZSX7p06j9V//BsC1QVwvkm64nvyFz5H+wx8SN0X8vjw7dnDwO3cBoM1IRxsfNUbM48cD4AiV/lqbhLfjmu+PprBmBSN3PY8+L5fUu+6i31+fBURvrjDalBRS77j9sHO9+NvfY8RFlyFJGgaeM7lX7++yu++jYMx4jHEWrn1gDrlDhabLgS2bqA6VOReOPTbqzTq9npQc8VC2d+3KPu17Ug2VQxuFhZkYcn+pqBwL/IcxVMKdkQ+nk3K8CRsq9c56GlzH3lDJtmRHpPf/svEvh3W7akM9RIJWK3IggN/jOao/m6ONgNdHwOuj3lpLfXstbfaWyLrwn+wLxCzbHVZkWUZRFIIdDpRA1LBRFEV0kN21G399A7LXi3d/OR21B3jg0QepOFDJokWLAHjttde49957I/vKDj/jR46lcUcVLQcbWLFixXGTQZAdPgjIoIHEy/LJ/vk5mAaJcwXtUUNlfYPQr7lj+B3kWnLxy36e3PgkLr+LN/a9ERlX1VHFxwc+Pi5zVTk8Lc/+FX9NDU2PP46vuhpvqOmnadRoNHFxZNz/I/KeeDwSslFcwtA0FsYmsurS0jAUFuLWh9NCE8gakEh+LhTtfxuT344+KwtJqyVh6tSIYQOQ8+d5DFm7hviLD19NqNPrufqHP+X+/7xO0fjeXc8S0zOY/svf88N/v8qgc6aQO2QYgCh/VhT6jRhFctaxuxYVXyM6v69d+gorX3mh1/sd92Raq9Uac0EoLS0lOTmZoqKiLk80FRUVTJw4UdVRUTmmBJq6r/hp87RF8lMmZE044fMKkxMfMlQc9QRDzcKOpaECoippxYEVrG9Yz8ralVzUr3vFSo3ZjGQwoPh8+Npa+dv93z2m8+gNiX97hnSNBU1dM9qERAwF/QGQ7Xb8oafMQGsLgdYWvHqoTZPQksQfHn+MuXPnYrVamT17duR4iqIge4TBk5yUjGT8+omBPeEsbaT99b0AaJNNSFrxLKhJEG51uZNHJdwXaljqML47+rv8ft3veX3v67xb/i6eoIesuCy+MegbLNy2kK3NW5k5bOZxm/eZQNBqpebBB7FMmkT697//tY6lBALY3n8f+wcfRNaVT7si8to4JFqiq0tPp+B//+XArbfh3rIFgLjJXT0a5uJi3LtFqFnSJJI/PDWiFK3LzETSR/PRUu++i/q9e0n/wfdJ/sY3+jR3vbHvuj1hKfzCscVsfO/NyPpRl/SugrG3jL7sCta/sxR7cyNbPl7W6/2Oi0elpKSEuXNFtcS8efNiupoeurxkyRLmzp3L0qVLI65aFZVjSU+hn875KSmmIzcrPF7kWoQ7tM5ZF/GoHMscFRB5MLcPF67jZ0qf6XGcJEloQyHVoL3jmM6ht1i9Nmr8IvQU7LBHPEBBp7PLWHtc9PWlN19B8dixrFi+POYhSPHLICtY7TbeXPY2b7z9JnPnzu0ij3AsCBspALqUaD6UNiQpHg79yIocyU/pl9CPW4bewlOXPIVeo8cTFPktl+RfwvhM8WS9pXnLMZ/rmUbz3/6Oa+06mp9+Brmb70pfaPjjH6l/+JEetxuHDO6yLuV28fuKmzKF9Nn3dtluOu88fCGPiqRJJPjFB3R8IVpo6PPyYsYmXnEFQzZuIO27J/ZBIW9YrKL2sPN7luA/GjRaLdlFfS9WOC4elalTpzJ16lTmz5/fZduhhkhRUVFkXOfupyoqx4qooRJb8XMq5KdA1HviDriptAmBpWNtqAB8d/R3eWHnC+xp30Oru5U0c/cqvdrERAItLUgeDz/82/P46+rQxMVh6Hf4KjtFUbD6rLS4W4j3mkkLdFNqm6pH1ipUOg6SbEgk25ITeZqrddRi89rRGvQEJAhqoDkJ0pxtJManRUS09Hl5kSdRl1GKOfyIIUX8dfHzlJSURELLSsibMuvu75JkEpVPgxuGM23aNMrLj522iRKIVfXVxEWfkLUhj4riDSL7gjT5m/HLfnSSjqw4kb9yecHl/H3q3/nt6t/S5G7ixoE3UpAk5M6rO6q56o2rePHqF8mM6xrCPFuRXS5qHnwQ2eHE3UkF3bFqNYlXXtHjfv6mpm6T6wEcK1dhfeXVyHLqd76DPj+fxj/8IbJOl9L1wSbxumsxDizCOHhwjHckwrgx8F8ALUgmlNUltC4TCav63Nwuwzs3/DtR6PR6hp53EXvWfMnVP/wpWt3XqzrsjtR++fBV3/Y5Jat+VFSOJYG2VkDEiTuzpWkLcHLDPgAmnSlG/TbTnEm/hL5JTPeGJGMShUmFAOwKaTZ0h2Q2o01IQAKUhkZ0Gi0ajxedTofeZOrxr1220+xvQ9FpsBgS0BtNXf+cWkwuA4M9CWQ0uKC9PbJ/vCUJndEQuUC3JhvJJA/FrhBosyO73fh1cIBWHHEavHphzEgKJDkVlr+7nKu+cRW//+mDMaEf2SPCaQcaa0Arjj2gfyEVFRXH1Kviq4st6+4cYpKMWiS9uNzKHT5qOkS/k5z4HHSa6PPilJwpvH/T+3wy4xNGZ4wm0ZDIkBQRZqh11PK/Xf87ZvM9E+j45BOcX3wZY6QAdHzcc06PZ9cu9l92ObU/ebDb7ba33wYg+bZbGVa2k8yH55J6x+2k/0h0Io6bNKnb/SRJwjRiRPdGCtARug5JmkQx1hstJIm/8IIe53s8qK5+gS++LKajo6zLtmmzfsQd856KEYUD2Lf/z3y5ciIO574+naujo4yGhncjntGjEY9TDRWVM55gqNxd2yn3yRf0sc8qfnCj0ru2WT/RXD/w+sjrKwdciUY6Pj/N4anDAdjVehhDRZLQ5eQgHSLyJLt6LpN1+By0uEW4JtWcikURvY4CUrDLWCUgg0uEN2SHGyUoPBEpxhRSdMLjISGRpqShV3SYZWMkCbUlUcIb9NKSCLIlhYRgHJagDr/VTc3BGgonjeSmR75LUA4wd+5clKCM4guyefsWrrjuSiSd+FwVn5jXoYKTXwdfVShUppUwDkwicWpBZJskSZE8lWCHjxqHMFT6xXc1SPVafUxTzMfOe4yhKUIO/e19b/e5hPtMxvHZZwBo09PJfeIJ8hc+B4D9gw+wvvlWt/u0v/46BAI4PvuM3eOLaXvxRdGg8/1lWN94E/sykTuRfNNNSBpNxHBO/8H3yX18Abnz/3xUc7W3CM+upEkERcbkESW6losuJPH66w+36zGntu5VAgEbjU2xeSKy7CdIY5fGiG53NVVVi/H72zlQ+dden6el5VM2bvomO8sepLX1c0D0DeorqqGicsYTtNoAoaMSZr91PwE5QJIx6biEWfrK9UWdDJXCru3TjxUj0kT54eE8KgAagwHDwIExn1nQLvJFlGAwpnJIURSa3SJhOcWUQrY5G40sLu7eRBmlm6uMpNUjGZPQxGUSaHWjBGTkZg/prkRS3QaSAvEYlE5PpjoDNouEOyT1kBJIIp5Esv3pZBrz+Pt/X+We+++JDH/8n0+wYMECdu8UT4xFA0WIOezVWLHsY755080kJSUdsx48voNCKTvx8v5kzBqDLjk2rBAO/wTtUY9Kbzxno9JH8ep1r5JpzqTd2x6pFjqbkZ1ODtxxB/YPPgSg37PPkHTdtcRffDFps74HQMvf/tbtvq71GyKvFbebxj/No+35F6h76CHqf/lLAPT9+2PqVMIPIGk0JF1/Pfqco7tetFSL5GlJm0xcnIZhX60m/g+PsbEgK9L5+ETg91txhrwiHfbtkfXBoJfNW+5k7bqpbNz0TbzeaIuNqqp/RV63tH5OMHh4bR9FCVJT+zLbtn8fWRaGdW2dCKeFFWr7gmqoqHwtXHYbKxb/ldrKypM9lW5RFIWgLWSodPKohD0Kw1OHn5RY8KFkxGXw+EWP88ikRxiTPubIOxwlYY/KjpYdyMrhOyVrDAYM+fno+4mbadBqxVNWhmf3bvxVVZFxroALl9+FJElkmDMi3gq0GlISUjHmJqCJj3WHaxJy0JiTAVB8MoF2dyjpVUualE1GQOQANOrbCEhBJCScFnHj10gSiUGh9/LJys+4485v889//ZtP3v8kcvydW0UH2WtuuJ4n/vEUKVnpTJw4kSf//hT/fOl5Nm4t5eW//gd/owt/nYOg4+t5KZSgjGeveEI2hkqRD0UbSq4NtLqjHpVehvh0Gh0j00WiY9jIOZtxfPkl7o0i3KPNSMc8JvqbCSeg+mtrCTqiSbWyz0ftQz/H101eUtOCBZHXcVOmkPPYo8f8uhDWJdHo+pGYk4Q2MZEvN6+jcttmXn+s58TdY43NFhU6tHfswO+3Ule3lNLNt2O1CiPYbt9KU7PoOaYoMo1N0eqnYNBBc3O0J5/H20Br60q8vhbarcII3LP3Ufbs+TWKEiAtVSTktrZ+hsfbgN5g7LMk/0nt9aNy+rPsmcep2r6FtZ99Qe3Vc7nrvAGMy0/GbDh+JaB9QXa6INQZNMZQCXkUhqcNPxnT6parBlx13M8xMn0kcbo46p31fHzgY64ecPUR99HGxxPQ61H8fghX4HR0CI0TjYZ2u+i2mmRMQq/VE3QKsTONIZST4fEQaKhCY8mONFs7FMUbMpoUGUJhr4AUxK51YJFNxAfjMMtGPBov+cZ8dG5QgMsvvJTLL7wUXVYc5Y6KSFhkxp0zmHHnDIq8/dAqGjQmLcXFxRQXF6P4ZfyNTpAV8YcIx2gs+qO+OfkO2lG8QTQWPYZ+CV22e4NeVvq/YiJFtB1spCZTGBvh9gm9ISIM6Kw7qjmeSTjXhbIx9Xry//73mDClNjkZXUYGgeZmfOX7MY8dC4Djiy+wv/8+APGXXELu4wvwlZdz4NbbIvv2e+4fJFxyyTGfr6vDTvNB8TCn0fUjIU2UEDfsF1Vifq8Hn9uFwRzX4zGOFVZbNJ8nELDx5cpojp5Wa8Fszsfh2B3xutg7tuP3t6LVxpOXO5Oq6n/R3FJCdvYNAGzf9n3sHdsixzhn4ls0NgrDJj//bgYP+kXECKqufoHBgx7m7r88R01lOb96a3mv5qx6VFS+FlXbtwBgCbr5eGcjty1ex8WPf8bOOtvJnViIcH6KZDSiMYu8CUVR+KpeXOjCoZCzBYvewt2j7gbgb1v+1queG5JOh3HIEAwFBUD0Ru7ZvRv3rjKcQS/5vixS/SJMJHuFRyWcTBpobEQJ+AjaqpBdUcVbTbyC4u2UgKqBoK0a2VGPJl6PKSOBAUkDcGuE4RMvi4u4SRYhFG2cPnIOxROM3MgzpARyWxXMsgGtokGRQOpkOIfDPzEEFWR3V9Xc3uLeI7wppiEpSJquxs5Tm57iLbvIB/DU2mJKk3tLuNVCg+PM7I/UF8K9dvo9/XSMynIY42BRPlz70M9xhsZ6tu8Q24YOJe/pp9AmJGAeNw5tRnpkv7iJx6cCcON7q0FRkDSpSBoLmQUJWBtj/x8PbNt8XM59KFbrxi7rDIZ0+vW7kymTP6J/vgidhQ2VlpZPAUhLvZDMzGsAaG39Aln24nDsiTFSAFpavyAQsAISA4seQpI0FPQX5dq1tS9TX/8Gba7XyR/R+9xA1VBROWoOvclJiOWmDi/PfnLiYq6HI5JI2ynXYkfLDg7YD2DSmrgg98Rm258K3DniTvQaPQftB3sdRpAkCW1CAsYhg9F0kgZ3GyBBjsckG9E6FQKtbSg+4R2RDFpkt5tgR1SPRfE5kV2tKN4WtEkJaFMsoQ0KskNURWjMRnTJJjQGLXH6OHLS8kASBsoAU4FQfUUYHBqTcArL3iDxhniGpw0nVZeEWZNIpl+EjwJ6uYunJByKkozaSJKr4uma+NsdiqLgKmslaIv2Q/JVCsPcODi5231W162mwiQ+67gOAw6n+Ey6S6bticN5VJbuXcrN797MN97+Br9d81v+uf2ffW78djrgWLkK+8fL8R08CFotcZO6NyyMg0UVnb+6mqq770H2evHsEIZKym23xZQlZz38MACW885FG285LvPetVo8GGn0IpG039BkSj+IbUJZvXNbl/2OFR0dZezZ+xhOZzkdIcOisOD7mE39yc25hcmTljF0yG8xmXKxxAsjz+ncR2vrSqqrRfuA9PTLSEwcg8GQSTDoYO/e31Pf0DVhuaVFhGBNpn5otcJzlJZ2CfGWoQSDTsp2zaHywDO0t6/p9fzV0I/KUbN7f1XM8vY557LDCrcuWkdpeT2yLKPRnFxbuLuKn3fL3wWEbkW8Ib6bvc5s4vRxjE4fTWlTKRsaN5Cf2PssfI3BgCYuDjnUYdlthHg5qoQZtHqQjHqQhCERtIscAU1CAorXh+LzovgcaNPTRXVRaiLe9gPIHjcoQTQmE7pDkhU1Oi0aix7Z4Ufv1aIExQ1Y0kkQ8l4o/pAXBwnFo0VjTsEQuk/bdU4sxGq6aBONSDoNmjh9RLX2UB2UnlBcAewfV+JyVpJ25whMg5Lx1YrPw1jQtf+Yy+/igO0Aik6hVWclLZBMoSeX2uQWkozdaM30QNijsrV5K89tfY5Zo2eh1Wj5qPIjHlv7WGRcuU3kYIzPHH/SS++PJd7KSqpnzYosWy44P6afTmcMAzqpnisK9g8/xL1T5C2ZRsU+ySddey26tHSMA49T7ydFwesQD24avZDWr929ms0fvQdARsEAmg9W4mzvW6O+w52vs2Euy162bf8BHk81NTUvAqDXp1JU9DMGDnyoy/6WuEGAhN/fzpatdwGQmnI+WVnXIUkaigb8mN17fk1t3SuRfUaP+js+XzN79v6Wjg6Ri2OxRCuHJEmioOA+dpZFS8Jt9h29fk+qR0XlqHnnk1jVnvb6Wor7pzDGtYeZu57j49de58DWUgK+k1dOGbRZgaihoigKn9d8DsA1A645OZM6BQjfwDY2dHUDH4lwCA3AYsgirpOhIhlFfobic4kuzB5PZB+NOTpO26mhqGTQgiIMDV1mZret7DVm4QFRvEGRdAug0yDpQyGdoIISlJFdARR/1JNg1zqw01VhV9JIaOMNSBqJoFYcTwnIR/RCKLKCHD6/rGB9az/eAzYIKmgsOrSpsfLln1V9xoWvXoiCQqIhkUqTCPkM9vTvkzcFYtsq/G3L3/jwwIcoisITG58A4IaBN/CnC/4UGVNuPXZidqcC3l3RSjVJr494QrojbtIk6JS3Uv/wI8g2G5Je362qrGXKZHQZGV3WHwvaaqvxe6yAFo0un8ETMynfJK6dk74xgynfvBWgzx2Fu6O+/k0+/2I0X62/HodD5L8cPLgIj6c6Zlxi4tge87GEFyT6O8jLu53Ro/+BRmMILd/GwKKfRrYbDOmkp1+GOa4w5jiWuNgS58zMa4iLi/ZA6rBv7fX7Ug0VlaOm8UBspU9DxX52LH+PixtFTLPs7f/xxp9+w1vzHyMY8J+MKXbxqFTaK2lwNmDQGE5qI8KTzcRs0UQt3JSxL2ji49FnZ6PJ648lIG7MyiEVRIrPia+qKvL5a8xmNKaogSN1MnbQRG8omh6ekCWDRqTHyEokoVfSaZA0UidtFBkllB+jeOwEOupE1ZAcwC93/f75g36qO6rZ31EuLsudkmtBGCVBlz/GeJG9AVBCRkmykaDNS+t/xQ3U0D+xy8X/12t+jS9UnjkmYwytKcLDNMRT0GdRvzRTrGDhzpadlLWW0ehqxKwz85tzf8P1A6/njuF3ANFeQl+Xcms525u3H3ngccZbHhXny1/4HMYBA3ocaywawMAPljHokxIMhYWR9aaxY7o1hI8nB0N5fBpdP8ZNLeL8GQOp2SW8O0PPvRBLkghRukIPVV+Hhoa3kWU3DkcZu3f/gpaWT6mofBqAgQPnRMalpp5/2OPk5d4GSAwb+geGDf0dOl1sSCwv747I66ys69Fo9MSZC2PGWCyxUvkajY7i8S8zbKhQ+LV39P47pYZ+VI6KQFDGHRIwCvPl//7d7diqHVv5/MV/cvk9X69R2NFwqKGytm4tAMVZxZh15h72OvMZmzEWCYl6Z72QvJd6HwKTJAldejo+e0fkAiJ31KMxJSMZxAVNY9YTtEe1FjQmE1gsyH6fUL3tdEPXpaUStFrRpaUi9RAqlCQJSa+Nlj7rokJckkErvCH+qLdFCXqRgn4MGiM+2Ycn4EFviC2RbvW0YvcK7ZOAFECv6FD8cqSRYLDdg+wOoCQY0CWJnIawyq15VAaWzETaXt4dMY4Mh4R9FEXB5o0mledackkryoFqGOoupCGudzkxnT+Dzuxq2xX5Dl+QdwFGrZhjYWIhAFX2KrxBL56Ap9chpp0tO1lWuYwEfQKzx86m3dPON975BjqNjuXfXE5G3PHxOvQGX6UwVDJ//hCW88474niR/A2FS5dgfe01kDQk3XBihdUA2uvrAZC0GUy8upC2uv34PW5M8Qlk9C/E1iSq5r6uR0VRFDocUa+Tzb6ZrdtEqCw391YK+t9LZsaVNDV/HDJEembIkEcZMODHGI3dt2vQ6xMZPuzPNDcvp7DgBwCYTLEh28TEsV32MxozycmZzt59fyAQ6H0vMdWjonJU7G10kOATP6wxU69GqxO3LFN8AlmjJtChjb3xbfl4GZVbNnU5zmd7mpj0xxLWlrcel3keKva2pk4kcJ2Xe+QL3ZmMRW+JyukfRqX2cMghRVm33hdKjDUhmYSnQZ/fD6nTk6uk1yNpNBhyc9EmxJbvakwmTCOGo8vKOuz5YiTpddFLV0Sa3iejBEI3f0nMzRRyV7sD7i7H8wZD1USGeHyS8Lh0zlMJVwGFOx4rwajHxjQsBfPodPR54nuuSzcTPym243WjqzHy2qQ1MWPoDKaddx0A+b5sBmkLD/t+u+PhSQ+TaBAG0abGTfxz+z8BuDT/0siYcH+gcls593x0D9OWTotUGR0Od8DNvSvu5b9l/+XvW//O0r1LeW6rUHoNyAFKm6L6G02upl4d81jgq6mh4oYbI+JuhqK+5ZJo4+NJ++53SbvnbnTp6Ufe4RjTXi++B1pDEkaLjuoykZvRb/goJI2GuNBDlN/rwefp+j3tLT5fE35/G6AhL+/2mG35/e5EkiTi4gopLJgdSXLtCY1G16OREiY3dwZjxy7GYBAqypKkxWQSXsLMzGuIjx/aw7H1xMcP6+W7Cu3Tp9EqKiHWVbSS5BdPo2OnXc29//gPN/zsF3zv2X9y+68eZd3Ib7E9YQQD7vs9464UF+fSD9/tcpylm2po6vCyZFN1l23Hgs4eFV/QF2lEeLYYKq7NTbjLuhqBil/ml3vv4cf136KstWu/j94QNlTQgCEvD11KMvp0s8j9kCQMhYVoLJZeKXlKknREDRONWQcaCUmvQZsQ9Y6EDRXFExChdUkKS7EQhzBUrB5rF4E7T0DkzyQZkvBqhKESLq2OSawNzStsuEhaDfr0OCRJIvXWoSRckk/G7DExTQgB9raLHIFByYNYf/t6hqUOw5KUSDBJTG7Kkjy8VfYjfjaduX347Xw588vIsoLCtIJpXFUY1eApSIg2MtzWsg13wE3JwZIuxzqUkoMl2H3R+fx+3e95dU+0Od+2ZlEtEpADTFs6javeuAqX//AKpV8Xx6rVHLzzTrx7o12pjX00VE42Yel8S1IakiRF9FSyB4keTgaTGb1RGA699ap4vc1UVD6L3x/9/wr37bFYBpKddUNkvU6XgMXSNS/neDBi+AIGDPgJI4Y/fthxfZ2Paqio9BlfQObFz3dhlsWFPiU7l7jEJAZPOg9jnAVJkrhw3CA+T7+YjVYd468ShkrV9i14HLGN2/Y2CPffjtqedVfkYLCL5kBnvC4XJf/8O/96YFbkIhAmmkybxJamLbgDbtJMaZFGb2cy3gobba/tofXFMoJ2H66tzbh3ttK8eBu1j64hry2Nq60XsLt5F4o/SNDhJ9DRNfFZURT8LW4CNm9ssmkon6OncI3GYMA4YECXZpBHi8agxZAbjz7LgsYoPHilpaU8/OtfYMxPZMo1F1FxsBJJr+GXTzxB3OjR3Pud+9izfQ9+2U+do46Pl3/Mc889xxvvv8nKz1YCEK+Px6EVN1zFHRBJuZ5OmiqKEuNNkQzR96vPiCPpqsKIPH5nwobKkJQhMUZY0tio4eZc33dNFK1Gy40Db8SkNfHHC/7IXy75C3pt1EjKsnT1TK2uXR16Kwpv7XuL57Y+1yVv5+39bwMwe8xszs05FxBVVOFQ0tZmkfxYbi2PGH0H7Af6PP/e0vLcc1R/73sE6upj1oeVkk8XnO3iQSEhTXhzWqoOAJBZEM2xCXtVXKEHqyOxddssKiufYs/e30TWORy7AYiPH0Zi4rjIeknSIR2n3mGHkpIymaIB9x/RYxPfR0NFzVFR6TMf7qjH3SousHHJKehNXb+UQ7OFe/pgq5PU3NGk5eTRWl/LG888w/v2ZK7NU7j2tlupbBHJhfubHLh9wW4Vbde/s5TVr/2Xy+6ezfirusaYly96lr1rxU2nbOVnXNzpAiDbhSGkSUyMCfucCrL5xxt7STSZ0r7iIM4N3d8U6+trcO1qRQkEkZ1+lNRongaEKm08ARQPSFpRLQNEDBWN7uQ97xQXFzN+/Hja6lso3baZooIBSAYNM264gcKsLO67/3464rXUOer4aPlHfPb+Z/z+/37P3v17+cmMB/hw/Qoa7D4UHXj8PkyyIVQ5FJs/ovhl5LA+jPbI71dRFFbVrgLoYhQnXT0AQ248ba/uwVPWihJUkLR9+z7+/vzf86spv8Kk6/rb00gapuRM4av6rzgv7zxW165mY+NGXH4XT258ktf3vg5Ai7uFX035FQBtnraIt/GmwTfxw3E/pNxajkVvwS/7ufataylrLaOstSwmVFjvrD8uoomePXtofkokgaZ861ukzfoe9Y8+innkyC7NMk9l/D4vPre4BiVlZRHw+WirE3o66QWFkXGWpBRsjQ04bUf2qCiKHCkBbmx8j1EjnwKICK8lxI9Ao9GRnj6VlpaSSA7JqYTF0rcHRdVQUekzZXV2kvzCA5Ka070EeGGaUBE90CKeVHOr6mnVQ8PWNUwEGivhEy0E5EJA3PPK6u1MKEjpcqy1S0W9/qfPL8Tv9TL+6uvRG0TiYFtdLXvXrYqMrQ1l04cJi41pE5Mihsq5uecezds+pVEUBcfKWiSdBsu5OQTtPrwVUS9VT0YKgLZDoX17LQwXNz3ZE0Tx+kIhFkO0HBgI2nz4jTI6rS7SeLCvfTuONZIkMe+3f2DIOSP550vPc98DP2DJsmX8/vvfRwkESDGlo9PouOqhq3i95HXcATf5hfksXrIYkGh3+rDE63FoXJhkA16PG10w9J40EsiKEHcLhbpkTVexw0P5sPJDNjVuwqg1dmkyKUkS5tEZaN4tR3YF8Oxtwzy8b14nSZK6NVLCPHvZs1i9VrLisrjqjauoc9bxafWnvLHvjciY1/a8xjcHf5PhacNZWbMSBYVhqcMisv6DUkTVhqIoDEoexH7rfu766C4KLFHDpLbj+OSpdCxfAUD8pZeS/ZtfA9B/4cLjcq7jSUdLWIlZT2J6Mq211SiyjCk+gfiU6P+5JVlc93oT+nE4OueUSQSDXjQaQ0RxNilZSA+MHPEE7e3rSE+/7Ji8l2NJWFSut6ihn7MIn8/HsmXL2Nsp3ns01LS7SQ4ZKsnZud2O6R8yVOptbjw+P/3K9jGippkEd1TNc+VXseVp3cnuK4qCOTlqvKx8+QW++G+0umjT+2+BopDevxCAxsr9+NwuHO1tAMh2EcO1m5VIf58z0VDxVdqwfVCJ9d1yah9ZRcM80VxMm2SMkY/vjvM7xqFriHoQgu0eZJefgNVDU3MD7g5HqKImiOIL0NrQyIGWCiSfEFrTyhKyL3jM/o5GUTU5MYl/zH+GX877LY8//SSz7roLQPQnApprmrFb7SQmJbJz625sbQHyC/MxSokoQCCoxRfKU1F8MgTEHHQpJpCIGGuyBurtXlbta+kyh86Eczu+O/q73ZYhS1qJuPEiWdH6TvnXku/vDpPORLYlG0mSuCBPqC8/seEJgkqQAUkDmNp/KgAlVSJ35YuaLwC4uN/FXecqSfzzin8yNmMs7oCb3Z16xRzrhNqg1UrFN26KdD5OmDbtmB7/RNPRIjoQS5pE4pONkbBPRv/CGK9uXFIy0LsS5bCkvUCho2M7Llclfn8bGo2BxAQhaKfTJZCRMQ1JOvU8UEZDFjpd7ysNVY/KWcTO7dvZsGEDGzZs4OabbyYrK4vk5GSMneSke0NNu4scv7D80/K6jxdnxBuJM2hx+YK89fIKxgGFrXYKW+385KoHuKL+fVJDx5AkIY2xvSbWUHH5AvzuiaVktDQLpVONBkWW2bpc9ExR5CDbPhEdPi+/5z4+ePZJOlqbefU3c2iuOsCMX/8x4lHZ4BN9K4amDCXdfOIz/w+lus1FhyfAiNyuSqZHg/3z7qXwDf3i0Vj0kVwIfbYF08g0PDtb8TeIsNsN7ZcQSABZOkSZNSDje3If3cn1mYB2GrvZ8vXJ/d15RzSuDkUy6bj52m+w+OXnKSkp4aEf/QhfZSWyw4GiKJSWlpKems4n765iwpSpvPHiSxSPGsRNN9/Cfo8DrycOvUl8//SKuCz6AXsgSGqamUCLqMbwhMJdb22uYdqY7hV9bV5bJJ/jGwO/0eOcE68owL2rjWCbh9aXd5F+16g+h4B6wwV5F/D63tdp9YhcifNzz2dE2ghKqkr4tOpT7hl1TyRM1Z2hApBmTuPBotk8WP4T2hOj34jajho+ef45fC4X0+69H51e3+3+vUFRFBoffxzv7t2RdfGXXnLUxzsVsLeKRFpJk0BckpG9a8XDWWZRrMbIkTwqXm8ztXWvYDRkUFX9Qsw2m30zep2oakxMHIdG07fr+clAkiQSE8cDvVOnVT0qZwneigr2/N//RZbffPNN/vGPf/B+qJtoX6hpd5MSKk1O7df9xVqSJPqnCq/K7jc/iNn25/OFcRMfdDI8Tc/3LhA5JTvqYisg5r22nqlvPi2MFFnh4sxhDJ4wCYCty5exrUQYKTmDhpI3bCS5Q0Un5ObQU8tnLyxCCSmjrraLhl+nQrWPoijc9PfVXPPMSiqaHUfe4QgEnX68e7u/wOky44ibGEqu1EpkfH8sSdMKyPpJMYlXFETG2TUO2nQ2nJqjL488mWgTDGiTjEyYNJGSkhI+XbMGSatFCQaRXS7a2tqoqKjg3POvISExjZ/86PvccdvtxBl0WAw6FEWLP5BOZ1+OG4U6mxtrMIg2yYgCdIRGaA/TGmJt3VpkRWZQ8iBy4nuueNIYdaTdPhxJr8G7z4pjzfHpijw5ZzJ6jTAgjD4NE/TDuajfRWglLfut+1m4dSHugJvCxEJGpXffKC4Y8LPqj09x46ocdA2T8bVPBqCp9iBbPnqfsi8/5dXHfxWpcOktnj178VVVIXu9VH3nLmxvvAmANiOdjAcfRJfSNRR8OhFOjpU0FswJOio3i/BM0fiJMeMOZ6goikJZ2UNUVj7N7j2/IhCwEhc3iIICoUvldh2kpfVzAJKTTp+WCWNG/7XXY1WPyllC6z//hd3cVeBs+/bt3HDDDeh7+STk8gVoc3hIDoRyVHJ77hNTkBbH7no7F9bGSiXnt1RjSUnF2d7Gn8b42LHqBdJ8o9jXKOHxB9m0r477Xi/jnrUvY0SEiuJ8fuI+fo+Jd91F4awf0Vixn5aaKpoqy7ngNqERkFEwgD1rOpVuBoQ7vSFFYnmNcJdeXnB5r97n8eRgq4sWh3gq/XBHAz+8dNAR9jg8gWaRB6RNNpJwYR62jw5EQhX6zDiM/RNJvnkQGrMeTSctEm1KNMcheVQuQVOQFn07QY1MQArgM/jInz0KTahjcrmxlv7BHPSBTom2koLhGHmFwnTb3fhI+2gk3vr4XW697VbSM9K577772PX55wRtNuSODoqKikhOTsYUn4iiKGSlC+2H0tJShowYTWVLEI9fxo+WcP2OWwqCIlFndRNIkugwaHCFQkI17T0bdCtrRWL3hXkXHnHehrx4kq4vwvrmfmzLKuj4vJrMH4xFl3bsxAjj9HHcN/Y+1mxdwag1AbZ/9m/GLxjHxOyJfFX/Fc/vfB6A6UOm95hkXr9vDwGf+C3mHhzKntRUdAnrkaraAPFZNm7dyYtz7ue+5/6Lrhfqr/6GBg7MmIHGbCb9hz/AtV6EK9N/8H0yfvzjY/DOTz4eZ+hBRDLhslbjslkxmOPIGzYyZtzhQj8tLZ/Q1r4KSTKQkjwJn6+ZoUN/h8slBPBs9s2RTsdZWSde0O5EoHpUzhIkrRZ7Yvc3lIMHey+1XdvuJjHQgU4JotMbSDxMf4wB6fEMtNWR52zBq9GxYso3AHBv2UpanjBwPv33czTtLeO65uUEZIUP/vMC6x77PsUHvuSKgxtwGYQtHQjdPmwvvIDpt3/g/PGTue13C/jxi0vpP0ooIGaE8lQAvOm5HEzKoiUtjfcuMBBQApyfdz5jM7qqJZ5oNldHn5o+3xP7BFrd5mJvY+8VGwECzeKmqcswE39+HinToxn1ukzh1YqflEPc6NiQlzYxejNJHpGDUWdEK2mxaTtwatz4NUGq45tQTFrkRB0DMwdhSrQg6bWRP63FiMagPaZ/R1ORZbVaqaiooLi4mDlzhFT4L598EoCgzcaAkNy6oihoJAl9p8qdeJOevBRhGHQ+s03jwaDVgNZGs6cGlxwNTTY5PNTam0SzwUNyajaE+idNyZnSq7lbJmajzxb/T7LTj3vn1xc/9Ozahe39ZZHl2/vPYMpqM5LLjxwMsPmj97gsP5pkadaZuXHgjT0e78CGaF+vsdYd3HrgE275tB+TdgsjpTpTGMtepzOSh+GrqcVf17OXqGP5chSfj6DNRuOf5gGQ8eCDZ4yRAuCyid+yJBlpqhQ6J4VjxkcEMsP05FGRZS/79v8RgP7972H8+P8wefIHJCdPxGQSSc8Ox24UJUhS0sQeRdZOd1RD5SzA7/ezWgJHSBH00vHjY7b3Jbm2pt1NSii3JCU3D42m51yC2yf356IGEZOtH17MrAdF8y33tm2k9esfMzbRZyXHU0/lCtE2fKK9FAkF3zDxwytNHx4ZG2xtpe6RX6DIcuSmpigKKaF8GVmnx5eRiyJp2DShmPIcMWbGkBm9fp/Hk81V1sjrjQfbaXMK70q708d1z67i+mdX0Wj39Pp4/pChos8QNztDv2iSmi6j5ydzQ45FKMmmmtDnxCMhYdbHjvdLAZQMHea0eIw6IxpTrEdGl3p4vYQTxbx58yIGCsCSJUt44umnOVBbi+L3U5idzbjiCdhtNgw6DZWVlRQVFVFcXAxAqsXAmH7JOHTiu9Kkb0PSORiQEYekE0/FGp0NrUaDRgJd/Haueutyrn/7en72xc8iSaXbGyqpd9ahKBo+3GTsVWKwpJFIv3sUukzx2fvqHKL5oa/3Evv1v32UfZdehu/gQRS/n8qbbqbuoYdwfPEFHoeDd574A85QgjnAzi8/peCgAZNX3AJuGXILyabkLsdVFIUlf/gVXy17K7IuLdhKit+OoZNnLe+6qdSmi+/hh18t4V+bnmPdzVPZf+VVKD00Je1YEStCJ5lMJN9yavxGjxVOqwhn681xNFcJD0jOkK6qrGFDxWVtj/nO1Na9httdhcGQSWFBbAuSsKESJju7Z0PzdEc1VM4CysrK2NEppj5Or+e2227jhhuEeuH69et56qmn2N0pia07grLCO1tqSfOJC96hxsah5KfGcZtWJHEOv/kajMOHI+n1BNvbGTCga7hjcvv6yGufXotjwjhceUKWvM2cwVdZUWPFX1ND87PPosgixLF69Wqe/sdC3HkD8WZH52VNTcVhFjfusHDVyaazoaIoQpdmf5ODv322H5vbjzcgU7Kr94mq4dBP2CjRpZlJnTmUtDuGozlMUqomTk/2zyaQ9aNxSBpxgzZ1I9QU7iEDIq9Cm2JClxmH1qLvlabI8aSkpIQZM2awaNEili5dGlm/caPwalw7ezZ/+fe/CTQ1sfiF//HUvN/yxksvMH/+fFasWNHleJYELU2+dmwaJ0g+9lv3xGw3a/zoNBKauKiw4IqDK7juzetYV7+ORz58BwDZk8d/1zSwbHusWFlPaJOMJF0rFFd9VTaan/uSut+tjSQ8Hw5fVRXW114jUF9P/a9/g+MLUcFTkZHEe//+O6//7hHq9+3BGGfhrr/8g5whwwh4vax7/gVmflnA6LhhzBozq9tjWxvqqAo11QMiDSHDmHw+ticWcdHQe3Cliu/Cmi3LeWrH35h7jxaf7O/WqxJobcW1SVQPmUaNwnL++eQvWnja56QcirtDGLkmSzzNoSaumYVdlXXDoZ9gIIDXGf0/b28Xvcny8+/qUiVzaG+dpG5665wpqDkqh6AoCnVz5yI7Xch2O7LXS8F/X0TTx8qYU4na2mgJYUprG76KSoZecw2KorBz507Ky8uxWq188MEHDB48GG0Puhjvb6vj7S11XO0TJXeZAwZ2Oy5MsKOD4C7h7sy77CKhVDpiOJ6t20ixd70A53vEBS3R5cUeZ+TAwHzq9osbhaFgOAulLIakTGJQkoHWxYtp/cdz6FJSSb3z22zfLjw3gcTQhU6RkQIBFL2BHHcBTXHWiD7EycThDVBWL56yJg9I5avKNn75VtfM95KyRm6fXNBl/aEE2jx4dgnDsbP3JFz6eiQiiqqhZnvx+nisQStaSYuCgllnRnOIqqXWcvSVHceaqVOnMnXq1C7r7733Xu699158LjeBygpkp5M4k5bf/vkpspJMZCZ07wkytLWQ5rJjkDU0J3fdblQc6LQaNCEvy92j7mb5geXUOmr5v/UL2WcHQzLkGEdSDny5t5nrxnRfwt/l3LniRhRo9RBs0wAKtg8rSb+7a4Kr7+BBPHv2kHjFFbS/9HJk/e79u7E9+yTDNBp256aDxwkHK9HqDcx89M+satZQP+VOzhtbxpol/0PyyzzW/8EemxZW7dgWeT0yaGFO/xv5bvWr6AJeLtxTjV5W+OzcK2ixK1w9eQb7975Lml18pxxmiYocGFhdHdPBGKDjk09AljGNHMmApUt69fmcjnhDOSpGi5GGPcJozegkSBlGZzBgjLPgdTlx2toxhbqIh2XxExPHdNnn0OqeEyWTfzI4IzwqHatrj0p7oTv8Bw9if/c9HJ98gmvDBjzbttH20ptC8Ok0paFBeDVMbjfjN2/Gu38/ICpzbrzxRoYPF54Ku93O/tC27tgWKh8uUsSNMbvo8Emgrg0bQJYxFBRE+r3EFYus9Kb5C5hQWY/JFyAuRpVdw5hqkbdRvacMORgkJSePAQMKqLeks+7Cm8n82U/J+OlPASGz7bVaaWoS+6S0NKPx+cjaV4ap/gAA+Y58skxZhxXIOlFsqGwjKCv0T43jqlHZXbabQomkq8tbcfkOr60huwM0Ph1tFBcO/Xwd9Fo9g5IHMTB5IENShtA/8fBes1OdNr9Eo1kYrykeO4OsNSS6u88Bkv1+gjbxHU/wyGT747HoLaQ5JJId4kvqV3zotRKSVtyA1m7LZYLhYQB2tm9Cn7gFgBuHCe2SjQd73xFXm2AAxR0jdx50+rsdW37tddT++AEa/vQn2v73PwCaczPZkZ9BtUlLWV6sgNzAxFRadCk88OoWnl1ZTWDs5Yy+XAjRNVTs63FOVTuFoTK4oY2WfqOxG5JQvjmHyxo60IdKtTNcVuqabZw/7BKx3K5n8i7h6dyVL+Grqupy3HDY53TXSTkSPk8o0V0rwl8JaRmYE7rPFYzrFP4B8PtteDxCdiAh/sjqvxrNkROYT1fOCEPFvvwgvgN9a+7VE87162NXaHS4dyTR8H+bCNpPP2NFluWIoXLJZ5+T0dKCc+VK5JB7MTExkZkzZ3LuuUIEbdu2bT0eq/5AJZc3f4bGZQVJIrOb8E1nbG8LN3jceVGBtbTvfRfjsGEEW1vJsru4bNdBJuyJXsgytToSPT4ykqOJnwPGTWBgpgUgIrmfdvdd6Av6E2xrY9df/yqE4fx+ppV8yndq6xiTX4jWaUfyezHKRgbLvXvaUBQFX0A+8sCjZG2FSJQ8tyiNMf2Su2yfd/No+qfG4QvIrDyCqJh7R0uk/4x5XAaaxGNzodJr9Wg1R5fUeqrh9gfpMMRhNUTd5kpzM3Iob0L2evFVVyN7vZEGlmHivQr9TTkkOWQMIZvRh4xeAkknvocby2VeWu1EdhYiSQqSJoAGDTePEIZKRbOTVkfvrhu+6mr8DbGhJn+NA3+TK+ZBLNDeDqGKtvYX/wvBIPHXX89X2dHfTG1q9GZo8gXIW7mOz36zILJu9f5WskK/38aK7h9OFEWhepso609zuPkyUXgCho4cyOB33yH+MpGMm+1qY/SjP6LppunogkGQNAyvFl633fkS/qrYhqOy04lz3ToAEq44sw0Vf8hQkYPCOM4o7OpNCWMJhX/CCbVhBVqTqR96ffceL0kSv3mjsetDz5nEGWGoAHgPdFU19dU78eyLPtF4yq24tjUf9jiu9RtilrXJhUiGBBRPEHtJ1yeDE4l7Vyv+5r51K21rasLn86ENBEhwu9H374/sdGL7IFbbZPBgcSOvr+8aU99Ra+OW37/GgJXPMSLU+CouMQljXM9P8J49e+hYvhwkiZTbbous16WlUfC//xF/cVRYKsHr55JzLyUxI5NBtcIzctnMbzPs/IsZfuGljL/mRgakixtNWHdE0uvJ/sUvADgYMi5TmprQpaSQ87vHyBo7FgnQOsX3IsPfc3VSGEVReODVLYx57GP29bHypresKRfGx3mD0hiZm4geiAMGZcZz47hcrh2dy+XDRdimpOzweSquzeKzSryykLRbh50RhsWxxh3u2ZOeTktyGn6TCRSZQEsLiqLg3b+foM2Gv74eOZRPoA3dMBSvF9klfm8mvfDGBXSgDfqQUFAUCSUQz/Vjc7l5VzQcVpRcRL+kNAZniu/spl56Vdr/9z+CTTu7rG/8yyZa/7srklzr2rChy5gdo0ejCXY1iK687wG+des9mP1BLl79NgNsIrz63Of7eXqLeG+NFfu79Ui77DbcodBF2rBRfOoXn8uovCR0GRmYx40DYGLjbpKaa5H8fpJdYg5ZbSIssbufREt9RcxxvRUV4PejTU8/7Toh9wVFUQj4RYJxwCu+A5ndhH3CRDwqoRLlcNgnIaFnb8rYsYtJSBjNmNHPHYspn7KcMYbKoR4VJSDT9HQpLf/aga/OgewN0rJ4O20v78ZX273IlhIM4vrqq5h12ozok7hzfT1Nz/z70N1OCJ49bbT+p4ymv26JrFNkBfvn1TjXN8T0Y+nM3pCgW7LVisbvJ2XmLQC0Pf9CRGcEIDNT3Bzb2trw+6PuZkVRmLlwLfrqbWg6yWENnDi5y7mCDget//o3/vp66n8l+nMkXHklpiGxDai08Rb6PfcPBn32Ken3/wiAtPWl3PnAI6Q2teJKTWU/EpNuu4uMyRfx7MJFuKrFBXxfo4PNVSIzPv7ii0n9zndoSxUlkqntVvo//28MBQVknyc0LLTekA6L58hhkVc3VPPu1jo8fpmXvjq2Rmmww4e1xk5ZXTg/JQ2jTsM7yem8p0vig2+fw9O3jseg0zBtuBBo+3R3E0G5+5Cm7A7grRRGWNzYIxthZyP+oEwg1J9HL3vQahQcIePab7Xir6mJJIfKTieyO5SUnCa+T4rfjxxSNjYahUdPlsAfEN8pJRAPaHn2tvHMLIn2XxmQJG5GEwvFjac3hooiy9g/+JBAY1dDBcBT1orjyxq8VS3YS8pittUPG8jOD0SexwH9ICwGUd2XmJFF0YRJpMy8BdeUi9CgML1yFSgKv/3qeb73v3lIkgaPowN7c1ehtoZPPwHA7A/w5c0/JKDAuPxk8kNCjuFwbpE9+nCT4hTVagkXXU1/fRZuo8TjuVtiDCHfgQMAGA/JWznT8Hs9EOoy7XGIzzejm0TaMJZQB2VHyKPidJWL9Ydp4JeWegGTznmbxMTRx2LKpyxnjKHiPdiB0umi3rkhm+39CtrfiJbgund071LvWFFCoLkZTXw8xhHDMY4Yjmn0RQAoQR8g4dzowB1K3DxWeTG9wbVNzFnxBpFdwpDwlLVi/+gA7W/uo/WlXd3uV75XxJ8zm5owjR1D8i23oE1OxldRgTWkAglgsViIC13EX/7To1SUiqe2lftacPqCkUqfL1Iv4LoHf8FF37q7y7kaf/97mh5/nP2XXoZn+3Y0SUlkzZ3TZRyI/Bh9Tg7aa66hbNRI2srKqH/sMbwGA19ecjGff/kl//jHP1i2bBnBYJDNa7+kUNuOLyhz09/X8M4W8WSY+fOHsOaJJNmiadMwDROlf/GFhZh8fjQh16vScfj/qzc21fCLt6K9hz7YXt+jkXA0ND27Gcdft5KhSPRLMZOugHtbM4lWH8aAgnXpvsj395wBqSSYdLQ6fWyptnZ7PF+tAxTQphhPmRLhUw1PyJti1GnwdSqRdSYkYEtOxirLKGEvlKKAoiDpdEhmM1JI5yIY6hWlxFlICMSjl/VYNeJmrAQSuXBwOrLLhVaBny8NMrBRw/3j7wdgQoEweHqTp+LZuZNAczOSFBWS8+5dhuPDn2HsL8KF9pIqmv++CzQT0GaIvLKgJLHDpEFSZPZZBrIs7zKqbpzDrL89z/ee/SdxiSJksGbCVQBcXF3K99y7mdJQRorXicUlztdWK8IzsqxEPre6D4XXNSExmcW7xcPdd86LJnjrc2LDDR8VX0v/qSLvpbH6IAvG/gp9QGFTjpv1teuo/81vaZz3Z3yVovrFMKBn78KZQLR6R8LZLoy5zIKeDZVwk0JHm/j/9nhEEYTZ1H2bkrOJM8JQkfQaFE+AQFNIdOignZZ/RyspvBU23Nuixol7e0u3Rkbr4sUApN55J0VvvsmAN94ASVxsPFtfQVFk9LnjaXvpTfy1tVTedDNV93z3hBgsvpqOTq/FRcPTSTbds7sN78FYr5KvoYHa0HW4MD2DrJ//HG1CAuk/EPX4B558ih07Kml3epEVsBiE+7q+tob174hSzxWh8EOaT/x4Go0ZDJ1yXiQrPYy3ogLbO+/GrMv+1S8jT109sbasjO2jRvHBtddQ1tLKezdcjy2kainLsV6iPG30/b30lRCp8wYC2EKqukPvuD1mfIrWgMYrLsTeDm+Mp+hQnv5kH4oC3yzuR4JRR1OHt9cu+yMRsHkJ2sWNciI6JvRPpnnhNtpeieYj+A7asX98AAC9VsMlQ0Phnx7KlP0hr6ChX8IxmeOZSDjsY9bFhsR8oe9LQK/HnppK0BQ19DQWC5IkIXWq8pN0Opx+PzpZT1wwDp0sjJh+Cdk8fet4PKGy/nP2Kcx73k+BTvzfTQx1At9eY4vc/AH+s+YA5877hI92RDtad5QI74XlwgtJv2cUlnOysZyThuLtIGjdhS471iNoufRmAOqTLfgVGZsugY8ypiFLWmrsfhLTM2JCgcuCaexIG4A2GOCby/8VWR/vFb+JtjpxU7x18TpG/vZj5v1qIY3l4uFulyGb5g4v+almrhkd/T3rsmN/26uMOSR+934kjYaO1mby04ZyeUiU+u8lf8D6+uu0/ec/tL8uvD+HVgKdaYQrfsCAHAxgMJtJyszqcXxCuvCMhhsZekJVkCZT76rGzmTOCEPF0F9crD37rfgbnTQv3n7Y8YEWN4FG1yHrWvDs3ClyKr59h1jX6kHxSyhBP4Gar8AvvkDu7Y0cuP0OvLt341yzhmBryALe145jzS58Nce2o2jA6o2Zr+OremSXH89+KwCaUIlpx+fRpDVvRQUbb/4mHrMZXTDIhGeeJm6i6C+RcuutONOyMNnb0U6/htduuIs/vLMdnV/cTINGMy0HK5FlmXUVrZiCbuKD4vxthu7b0bf958WYZcOAASRed90R31tYbC6g17N+ymSCOh1mk4mbbrqpy9g0TfQzcIaSSMM5NUlJSVgswj3/yvoqLlrwGYU/eZS6dAdSQFyMl735Bi+99BJOZ2xpdE27i6o2F1qNxGM3jmRykXiPZd10cz4afFVRA6sQDRelxBNsj+YThL+/HV/URAzSqYfJU1GCMr7qkJBUXu87kJ5tuEM5HQZJ/Nu57F4CdFotsqJgN5sJhDwo2lTxf6/p1G5Ck5iIt5NHRquI4wzJjifVYsCzo1N5uaLg2SW8mwVpcaTHG/AFZbbXRr9Lz6+upN7m4b7/baK0qh1XaSltL7wAQMLll2MakkLKNwdjLBLeC9+BSpKmJePbtzxyDOOAcQR/9QcOFhUCUJYwnKJQTkxte+y1zeMPsq/JwbNjvwl6PZIxgWB6EVvSB2GJGCrV1LS7WF/Zht7nIXn7mxxMF96YnVrxXZx30xiMuuhnqM/KRBN6YPFrtOxOKaDJo0TKb+vK93LTwUwkRaFUqmLhVRreniIRbBEPjWe6RyUqny8+s4yCAUiH6RGVmCYMFXtLM4qiRDwqhwq7nY2cEYaKsSgZAO++dtqW7IWADBLEX9SPlG8OJuHifqTMGELSdUWYhgkPyaHhH8/usF5HAdrkZNrf2U/jX4QgkaR3knjd1SReI270uoyRBBqiT0O+qmqCdh8t/9qB9d0WDt45Kyb/A4RxFOzoXqHxUFwbNuCrjhodvkMShT07W6n73TqCbR7QSKR9W7iBPfvaIwl39o8+oj1ZXGjy0tPRdZJsDmh1/H34tZHli2u3YFj8V4I2Ed7xJ6fjUmDH7XfgrKhkgFt4LzzmZP71vfO7zFd2u7EvE3LduU8+Qeo995C/8LnDJnfKskxVVRU2W1dj4IGf/ISxY6PiReG5p2s9GENPx/uaOvAGghGNmLy86I/59Y3VVLW5+PWGJkqKG/EqwjDZsms3+/bto6TkE+qsbv65soLrnl3Jo++KvICx/ZKIN+oYnCUuvvuPsmGgElRQOj1B+6qi3rDbMDL5807Gh0YideZQ4saJi1TT37bg2t7MJUMyiZckapocVLeJG8iqfS0EbF4a/7IJ9w5hHBtUQ6VHPKG8LY0i/i/i4uJITU1Fp9ORkppKekaG6BwuSXjj4zEMGIDWIjwXuvR0dFlZ6NLSUJKTY7ymGkVcNkeni7wA9/ZYHZyw4JokSUwaIK43Yc+koig0dQgjdUh7FVV/+DMNjz6G4vUSf9llJF59VeQ4hgGFAPgqD+DdvRXvzqUEGkW41l7ezs3bJNoDIgy11zKYH1wiqnhq2t0x893b2EFQVnDm9Cf7988Sf80CEi94mN39irF4xTUp6UAi7f8pI9XrZPbu13CZosnBVn0yL31vMhcMjm3BIOn19H/+ebJ/+xv+861f4TSYqW13kzdUJH/W7imjLj6Vq75Kx+TVsHKUjpcv1bKjQPyGe/KotHvaeXTNo/z40x+zpm5Nt2NOB7yuaOgHjiyQmZghDEJHWwtebzOyLP5vDxV2Oxs5IwTfjAOT8HzZgmdPyFWvkch5ZFJUzKoTGrMOz+42XNtbSJwajbd6d4unIOPwYXj2tONcG00Qi79gFMnXXI+/wUlHSTXazBGYJ56L7LTi3bWLg9/6FgnX3QM60dtDkzgK7759mEL6JEG7j8anS5GMWtLuHIF7Wwv6vHgs4zNRFIWWv/0dxe9Hl5aKc81aHJ9/jj43l4ErliNptZEbnXFQssi96ZQ7YR6ZhiE/AW2KkWC7F+eavSRcMhzn6jV0xIsn9azBsaW5z6+u5NP0Eeya+jCjW8p5cMsSrqtYxYrUYWhzBhC0JODJLqD90094Yk8ZaweLGOno0SO4aEjXxE37Rx8jOxzo8/NJvPpqkq69tsuYQ1m5ciWfffYZAMnJyeTk5LBr1y4mT56MKeSKv/XWW1mxYgU3XXsFz//vVYLBAA8V1LK91sZOXwZldXbKy0XCWW6ucI8qisL+RmFgVLbXY0mFNrOV7EBy5Nyb9hzggbWfRpZ31ArvxLkDxdP0oIyQodLUd0NF8QdpXrwdf5ObrB+PR5dqijFUOhM3MQvLpGx0aWYSLu+Pa2szKND20m7S7x7J/7QJxAcU1r29h5/vreNhTBTS6Tutk05bQ0WWZex2O3q9HqfTicViiXjEjgVBWcEbEAaKEhQPDXq9HpPJFPl+AcTHx+P1eoVHxWTC4XBgNpvR6nToMzJwu920t4vritFoJOD3IyHxjYYivnWjSEwPe1SSZ87E+tprtL/0Mqn33IMuJYWbxvfjg+0NLNlYzU+nDcHu8eMKPUz8bu0/SfK5CPvWsn/z60huDIAx5HHwV1fT9PjjNCRZsJmdFCNjCGiYZt+FBoV2fTKapDSuG5PDnKVb8QZkWhw+MhJE+CqcwD0uKwH3dkDxowGMKQOI3+Mnw9SP3OAAaHDzzM6P2Wlux9Hpe1Y8ZhjnD4o1UsKYR4/CPHoUmiVbYVMNdVY3o4aNYPNH77Hzi0/xBzxktcVz6yfxOMwB3ri4lmev1/DDEj3D8mNzL96veJ9EQyJ/2fgXym3id72qdhUf3PwB2ZbTr/zW44i9fiRm9Bz2AbCkpCBpNMjBIO2NoQdnQ2YXYbezkTPCo6LPsqCJi7okFXct4f9b27JlHLzzO9T8+AEUnw/z8FTQSgQaXTE5HWGPinHQaOwfVcYc31ggNAl0WXHocyxIGh1psx7DPCqqGOndF31K1g+4GOemLdFj72tH8cvIDj/Nf9+KY1Ut7Uv3InsDuL5aT8tf/0rrwoU0/mkejs8/B8BfV4dz9Wpx7Gpxo7NMzCLrgfFk/aSYuIlZJF5VSOotQ5AkCW28cPc2/+MNgg4H7i1b6Aj19kkNVcUAbDzQxp8/FDH1b08/n+zbbmHDgPF4jDoUvw9L1T4kOYhstnCwoJDqkB5DfGoa58+8o8tnrygKbf8VYZ/k6dMP69oM4/f7WblyZWQ5Ly+PG2+8kRtuuIHLL492Nx42bBj3338//TY/QYosPGC1tbWk4uBCQyXzFr1CZWUlkiQxcuRIPP4ga8pb6fCKG5OkF96airhYQyHg6oBOFUzxRh06jRSJv0c8Kk1Hli8/FOv7FfiqOlA8AazLKgg6/TH5RZ2JPzcXY3/x+eoz4kidORRCUvYtz+8kPQAmJCbt7WAKOq4L3Tw0yUJuPf3uUWjiTh2V2L7gcrlwuVzYbDYCgQA2my3iBfD7/TQ1NXUJ0XVHaWkpc+fORZIkJkyYQEWFKIX9+Zw5jM1PYc7372LLli0AvPvuu1itVqyd9FIMBgOSJCHLMo2NjdjtduyhBFqXyxUxUkAknGtDT8eDNjnwv/kBQYcjkhyacf+PMI4YjuxyYQ81BLxsWCa5SSbaXX4+2dVERbN4T0lmPUm+aIjGOHgw+uzYm7E2PWocBK1WSguzKW+to90jvLlTA2L/g+Z8zh+YjkmvZZrZzHcwUN0S/ezCSsjfDOiQOwnIJcVlYPHJjEm5JLIuMyEbh8kAisInaZfwccblTB5z5O7euckiVFZnc5M7VDyg+T2xHabj3ToyrEbaEySeuFlDUBv1uFZYK3hk5SP88JMfUm4rx6AxoNfo8ct+Fm5beMTzn4q47OHfvfDsJWUcXi1ao9GSkCb+z1sbhLaNWQ37AGeIodL2/L9xb3wtsuzd8yXu7duxLl1K3c8ewrV+PR3Ll+PauBFNnD4iL27/+ABBrxfXjgZ8dTLmcx/AWz0Yf0NsjNdQIG74kiQRf36oY+WaOvT9o648TVKn18ZE3NuiRlDnCqQIQQXvPivOr9ZFVpknTohxh7a/9jpKQMZfF0qczE9An2VBn20hdfoQEi/JR9ILAy3YJnI9dJkjsC5ZCsEgzlCZZVqa8BQEgjK/ensHsgI3jc/ju5NzOadyGc2Jdr4cJuaf5HQR12oFYH/RUJoThSv8yvseiHFdBh0Omp58Etvb7+At24VkNPaqoZjD4eDVV18lEAqN5eTkMGXKFEwmE8XFxRgObQ8vy7D9dYoQ5cLZ2dkk5QhP2AidKPkbNWoUKSkp/PnD3dz+T1FeXpRhYWieuEDUGWJDUAb8pCkdPHTFEPb98Wo2/moqm341jZG5IlQ2MORRaXF4sbp6F64DUS7uKo2WeXp2tlL/+3UQVLBbtPwFN1vT9KTePozkbwzq4g2JG5dJ9pxz4JDkTy0S9yMs750EuFVx0DwsCdPA5F7P7VQjGOzacM/v96MoCs3NzRHjpTvcviC7G+wcbHUyeuw45s+fz7333gtAUUiX49rrb+TPf57PPxctZPTo0Wi1WmbOnElKSgopKSkiYVaSePzxx7t859xuNw0NDZHzm81msrKyMJlMGEzi/8GanCyUq3eKUmFdbg669HTiLxJVgt59otpOq5GYOkI8SW+rsVIeCidOzI31HhmHd21UJ0lSRKuEtGhuWK1LHDvfIhp2HogrjJRC/9qlZxYmHCtrIuN31dsZiZZRNcJwCIe/++niMI37NumdboZShiiFtZnSKEsczt74IT16UzqTFzJUaq0eElLTScrq3gMyN+teJAU8so9mV1TTar81VnRuRNoIFk1bBMDSvUv56MBHR5zDqUa4czKKuNYlHsFQAaFcC2BtFOF2NT9FcEYYKq2L/4lv3yfIjjqUoJdAXSkt/3iO+t/8Nmacc23IKPDvQlGCeCtslF95J23/24e+/zfQZY0EQJ9tIesnxaR/bxTp94xCGx+9kMWNy0AyagnafGhTOpXq5YmnCEO+WFaCBcheceH1llsBSJkxhJxfTsYyWXxhG596mdZ/PAdaA0l3/I2k6Y8y8KMPKXrvXZAkHJ+vou6x9yCooLHo0R6mDDXYXo6iyGgsGbQ89wrmix+hI05cDFMSxA34k91N7G7oIDlOz2+uG8HGd99g79qVMcfZmjiKz7Wih4/GbMAdZ0Ejy2QlpcaMa/zzn2ld/E/qH3lEfC7XXsvOqipcrp4F6QKBAK+88kokXHPdddcxe/Zs8vPze9yHRpEYfRlr+BZv872bL+OHd98e47m5OCQe98KaA5F1gzPjuXa8eP8SSQQOuS9exxYu0hxEJ4FJryWpk2fCYtSRmyQ+6/DTaG8INLtQ/DKSQUPchFg37444DW/ip2ZSBnGjM4if0n3cWZdsJP3uUcRfkEfCtQMo0YuJFyAM0lfxUWVz8+1/rT+uCroQUun1+Y7Ln9vtxu/3x/w5HI4Yzwp0b9C0Orz4AjI2t5/adnHznT9/PhUVFSxaJG5ub7z+Kt/+9h2R/BS3282SJUtQFCXyN3/+fObMmRMpyzeZTOhDFUGyLEfmkZCQEEnE1YeqgdqTU/Bs3x4J+5hHCu+qcaD47XgryiPzHZotHnR2NXREPCojtVFvgy0hjS8nX99tOXzWr39Fxk9/SsriqKBXtVN4RDNNBeRc+E0uuOhcbpvUH9kbzYvL3mtHkRWCsoK+xsETxKGRwTw6ncQrxHVrgqQjLn8KiiKzseVjMf/E/mglHSNGj+C314/gxXsmRXRTDkfEo2IV76vf8Ki3Oa/NTkGzFYDt77zLzM/7c83abGo6osZUpS3Wi90voR8Tsydyx3DhxX10zaPUO+qRleP7nT+WRD0qwouVmH5kQyUxVPljaxKfjcl8mGvjWcQZkaOi+P1okpLIe/wmmv/yNIrHinPVKgCSb7kF8/jx1D/yCM6vvkIJBGia9xsMQ76BYdBUzJN/EHMs86g00u4QyWB6usbMJZ0GY1ESnl1tOEtNGAZfJTRWFHFjS71lDHV/XInGlETLc29iHDaZoNULWgnz6HQ0Bi2yowKIR2MZAEho04ciO/Q419WLnIXcQtJm/xD3zjgUfyqKHEAbV4ckTYnMw7NnL3UP/YyEadPI+PGP8e7diS5/LNqkfMznzMIVn0SQCiRFQv64Cb6TyY5Q5cGVI7KJ18psWS50EiZceyNfbdzOykA/diSOBEVhgvMLNBYLvpQMsvbvIVBZiZyVhePLlVgmT8K9qTTmc1mRlkb1W28xadIkrrnmmm7/n7788ktqa2sxmUzccsstkadfABp3wuqnYcr3IXd8dP0+0eHWhI8hVMKap+Ebf+O662/gv29/zDp/f24NGAjYPDHnshh0tHtFuOicfoV8eiCf6x1foPW4cOUPRjKbWfbKSxAMMibU86QzUwam8WZpLf9de5DzBh75idLf5IooF+tz40mdMYTEy/vT8MQGkOEDv5jfsJzu+3x0xjQwOeItuUYC3/viIq4Ytdx602hK39lBrdXN5qr2SIXS8cDv9/OnP/3puB2/J+6+++6IweDz+TB3qsDxBwLYPeLCr0VG4+2gsdFJYmICCxcuZPbs2bS2tvLtTqXqOp0Og8HA9OnTI+uWLl0aWTabzZhMJiRJIhgMYrfbcbujhkTnaqFwYndHYgKupibkfwsBSNMYkVhrCH2nfeVRNdZh2eL/fEetLVKRMzgofouViTn84LKfwQY7gdyDfPvcwpjPwjxyJOaRIyn7MppT5QhYqQ7YydclcsM5V/GtycLo9VVHQ4xxAQX7J1XUj0rm5wEjCUjo+yeQMn0wkk4DWgmCwjDaFuel/MAWRiVfgElnIVGfxuARw5lwfu+rcvJSooZKi8NLctEw+Fz08+nX1oHZH+BgRrL4rNwSJreRqpo9nJNzDtDVo9IvQeSvPDTxITY3bWZn606ueOMKzss9j4XTeh8K2tK0hbz4PDLiTrwoYrhzMoBWp8OSfOTO0GGvi7WxicQEE5ZhQ4/b/E4nzgiPCkDCVVeiNRswDuwUgrFYyP71r7CcK27wnh078OzajeLz4dv7ISiBmAZgAHETj5y0ZRqULF7IYBx5M6YxtwIQf34uuowkjAXiYubZr6XjM1G9k3TVADQGccFzfvkOit+DxpyMJq0Qw+CJkWPbPqikYf56fA1j0KYNQgl6cK18nLYX/ih6fACB5mYqb7wR7779tPz9H8geD77KAwRbxY9dE5+FLVTKm6iYCdaKp7hd9eJCNiwngf0b1+FxdJCUlc1Fd9zDfX9+kjHTrub12efyl5njqA4IL4wcl8CwulYcn35K+RVXUvvAAzQ9+ZdIWSJAbW4u1R3C87B169ZuP7OOjg7WrBEZ/Nddd12skQKw6v9g22uw6BKoD/UbUhTY+op4PWYmIMGW/8G+FUwYPw5b4aU0yIl8+1/rmTLvk8ihNBLccW4BjU6RN3TV8KHMvWMadqeM1u3EZQvJWicks/G9N5Dlrk/t910snow/3NEQcdf/Z80B7np+feRG2ZnW/5bh3h4quwyFdHSpJuy3DGblmCQ+tzrRayXG9uu+Z0dPJA+MXtwSpuRw5bhcLg4lNK/ef/heQKcz4XBMZ6E2j8dDc1MTRsWLTqPBogmik2SCwQDt7e1ccMEFjBs3juXLl1NQUIBP0ZKRmUlGRgbpnfI9rFYrbW1tMd/BcIWaVqslJSUFTchjZzQaY6rXdDqd2KbR0JaaSrC1FW1qKskhoyecABtsb4/8XsMelTanj/JmJ2kWA8V68fusj4t6Kj/f03N7j5aaqFJyjSmXj7VifuHvHAhjuTMdn1Rhf6+SDDR4JMicNRqNUYek1ZBwYR4+Cf6fvPcOj6u62nh/50xv6l2y1SzZlntvGGOw6cV0CIGE3gMhlBDggwQCgYTQSejB1GDTTAdjjG3ce5UsS1bv0mg0vZ1z/9hTNJbcCPm+e7nreeaRZua0OWXvd71rrXd1ofA/niAeyYw7FFE61iaRXXr4vJT+lptsRCtLeAJhJj+0lOuX9sa+G/2vhYz59DPmX3Mzw2fMjn3eWh3XEToQqEQ7nWtkDb+f+vvY56tbVtPlPbL7vqqniku/uJRzl5z7vyrOGTV/v2RaW0bmEeXvRUNmbdsV9n5QTPWKpsOs8f8P+1kwKgDWmTMBMJTGBx/z5MlIOh26nBz0RUUE6uroXRQRGyrJxzgiHV9VPA5urEjHWJZy2H0ZygYiY8uUHJJPF/tOOX8Wnc9uRbYI+t84Kh3bbPHgeXftwr16FcZJI9HlTSTrzr8R6gzi3ycmen9EGyVqKQsqCFbp8NuD9H3+OWmXXELn088kLNP35ZcQDqN44jd1r8ELKqSoZsJ9ARR/mKp2sY8ROUm0fC/o49JJ05BlDclmDQ+fLbzCqcVpTMq6gtdefhHJZMESCIm8l4h5Nm+OdZkFqC+Kh8DC4TCKosQG+qht3ryZUChEQUEBo0aNGnhSa5fH/9/6NuSOhf3fQ/c+0FvhtMfBYIMNL8OORVA2nyuPKeG7qk46nXFNkstmFHLPaSMxaDX8cbMY3AtsBcwcns/YBx7gN4+/R6O5mAXsJmyx0bO3hoYd2ygaNzHhcMqzbRxbnsmKvZ18s7udwmPM3B8pY35jTT03zo0P5GFXgFBn3APXRUTYPIEQv1iynd6IkvAJI7JJMR9d40BdlhlNigHFF8IWyY+aNSydJdtaWLWvi9tO/O95XDqdjj9E+in9VBYOh+nu7iYcDiNJEtnZ2UiShN/vp6dHlMcbjUbMZnM8VBQM0dFtR1bEeTRJIXQGDdpAuH9ONAAVFRU8//zzrFixgmnHnYhOO3CIu+uuu3j00UcPeZzp6em4XC5stoGCelGGpTs9neyODnL++ADaVDEmyGYzurw8gi0tBGpq0E6ejNWQeAx3nzoS7VLR7K/NEmfE9nYMnnQd9Pto2CEcgKFnXMozO61MTzdDN/hregk7A2hs+hhQ+UwXpjMY4tcYyKsV2+xI1zNMF2eGkk8uxja/kAc/2033ahf/LjiHEwPCoSkYMpLcYQeXbR/MjDoNs8sy+C4CtuwaG8vS53DPGaNIGSPGlbFDhzL2hJOoCTYS2lhHX50Yr77Y/8VARsUarwganzWeRWcs4uJPLyakhljVvIpTi09Frzn0s7SuVeSr2f12dnXvYnTG6EMu/1NbvDz5yMI+AKm5iTkpGz78jGMvuv4nPa7/1Dx9Droa6hkyasz/Wn+x/xqjUltby2OPPcbixYt57LHHEjLtD7TNmzezefPm2HrR/4/GTBPFRKOPxIgBTOPjWhzm6aI3Te977wGgKyzEtSyegJt24XAyLqtA0hz+lGgzTdiOH4Jlag6SSYts05N8SlHsounzrSDHqwWivVhC3d00XnsdhMNok4Wn6N/niYEU2Zw4oEkmLZbJOaScK1Qo+5Z8gr92P73vvx/5XtCtXc8+J/abpWI9tgBDeSquoeJY0jSCdu5rcdLYIybTETk22mtEQl7OQQakIXk5aLVaQoD7gLLRQE1NTLRJkSTa+mmYhEIhuiMCeP0tWklRVlYWv7mVMHTXgKMJ3P28yXX/gL+Vw0c3ivdjLxQgZVREBG7fUlAUjinL4JTRcQZMkuC4kcns7tlOWAnT6BRsVmGSAFLFpcVIFbPoxYzJlgySTNhso7uft9rf5g4X1+3Dzc28+kM8hr7rACG4qFIwgGTQxMI2H25pjoEUgPMmHb0UtqSRyLppPDm/nYQm0h05mty4rckxKLvzU5kkSej1+p/0FQwGkWUZnU6HyWTCYDCg1+ux2Wzk5+fHkl2jjEowGKS9uzcGUqKmC3tBVVBVcKli2U8//ZQzzzyTe+65h9///vdCI+UA6+3tZenSpaRE+qoczHQ6HampqQn6Q1GLAhX/sbMpXfoNSfMTOwBHx6Cul17Cu1X0uTljnCifP2lUNudOzCfQIO65wtFx6YDGHi+tjsRKGYBvXnyW9tpqZI2W7si9nJZnRZdnAZVYDlxUFLKgNJWX8fOVHD9nmkESr2WNzM0niOffpbWRNF0wz6OnnIBGe/TVZAsmJE6yu5IqcA2dOGC5jCiTtb+HH5p+4M4VA9tsREM/URuRNoKLRgjm+r4f7mPaW9O4bul17O7ePWDdqHV642PKx/s+PuLf8VOZ3xsHKtEk2cNZas7/+1Vov3zu7yx68A989c+nUJX/nZyh/xpQOf/887nzzjs577zzOO+887j66qsPuuwLL7zApEmTkCSJa6+9dmBY4DAmJyWhzRbshbZfKa5lxoz4/9NnJK5jNODbHg8X6HKPXMNBkiSSTywi9Zwycn43iZzfTkwoE5UkCet04WGpIR+GMkH3dzz2GOGuLgxlw8i+5yokoybuicuQfJr43ZJeQ8qCUjIuH4Vs0GA78UQAvDt20PXsM6AoWI87jvSrrgQQzdUA67y5pJxaTOYVo+kJCWCQmSQ8tqb9AjhlJxlIMkh01Ilkv5zSRI2V2PmR5VijQvWySwFIOu005OR46EK2WAjd9luCGg1mszmmZdLePlBNNZpka+7fcXndP+GZifD0wMEMVzv0RRiiMZFqoiHTwJAEnm5oER7pMxdP4LPfHMP+R05l5wMnsaT5cS774jLuX30/QSWITtaRY46DmTeunMZ7186krFgM+GGDCUfH4DL1s8vE4FLV7uThzytjn6+t7UHpl/gYjJQfm8Zlknfv9BigeDvS2HBEjo2b5g5j7ogj86oONI1VjyY5PukWpJopSjcTVlTW1fb8qG3+b5qqqjgcDnw+X+w+0Gq1CWAhEFJosPsIaYzo9Xo0Gk2MlZPCAyuv1JD4LISMT9VSbw+wp76VMWPGcMMNIu/ssQfvH7Dexo0bDwtSDmdRoGLX69EXDASf0caf7u9XUHfRxfQtWcLtnm18svxh/hop7vFuFwzJWeccy+b75jMr2c30nnW8+l1lwrbCoSDVG9aIZe+4h31+4ZyUZ9swFIlnMdDoJOwKxKoLjz+2kHFDUnhY8fItQRpRGHbM4CA5zaLnjSun8pdzxjCkKAUQStg/xk6syCEnyUimzcBpkVL/LYP0qiocORYAQ1+Yjx97EEmBmbkzuCNwPuUNImyaZR74rEzJmRL7P6SG+KH5B+74/o6DHk+doy72/7cN3x4y/GP32dnSsYU3dr/Bye+fzGs7Xzvkbz0SC/rioThz8pGFfM2Rzt1RM5h/Om2hn8KUcJj9W4UQ6q7lS9mzannsuz0rv+PzZx/nm211PPTpboLhnw7E/FeASlTLIGolJSUsXbr0oMtPmjQJu92O3W7nm2++OeqBRF9amkBBFS1eTMHzz8dL+wDztKkJ64S7ulH9Dnw7/o3G2oY2+/CZ7YOZxqofVMsi6eRpeLe8gGfV4/i2bcG9Zo3ohSNJ5P75z+hzUsm8dpwASBoJ88RszBOySD61mLRfjMA6vZ/GRm4uuoICiHRYBUi/+iosM2Ym7NM2bx4gKhY6OkSZbFZmJIs80humLMtGZ30d4VAIo8VKSvbBVQ+zI+Cvo9hIwdsvkfvnh2JN/0BoP/QMEyGQYcOGkRPRgaiLdEftbwlARVXB2Q6bXhdfRtvTjz5vwHoADIlcO40OSueK/3csgoAHrSwxKi8ZSZJocFXzbYMAnx/XCA9qiG0IGrkf5W3SMbU4LZazoOiNODriKsP9rTTTQm7ywEqrHneAz3fGBQGjSYyGwiQknXikFEWlOiI899Jlk7n9pOFo5J+OJo2yKv9fyFNxu9243W56enpQFAVJksjIyIglzAI093px+UM02T04fUHxPMuCzYieNlWFoBofsoxGI4pWTNwvPvcEl19/Cw7FSFiV+Ps/XuWpJx4fMBZt3rw5QVfox1gs9NPdHSuz72+2efPI7hcys7+3CM9fH0Xb20PzpZcS2L+fcGcX6HRYxo0l1axj6r6PmeLYTM0nb3HpK+tiZfGte6sI+f2Yk1MoHjeJ7U29gAAq+iEiLOX6oYXWh9ahBsLoCqwYi5K5eMoQwsD9ePlHuYn0zINPeLPLMrlo6lA0KQIMh38kUDHpNXx562y+vvXYmIrt1oZenL4g3+xujwnPlReNZf3IHkKyQna7ljk1BdyScimdS9czc2c695b+FlmSUVWVle+8zo7vROuAGXkzmJQ9ibNKz4qVLjc6GwkcAGRbHV58wTB1fXWxzzq9nQMqi6K2176X4xcdz2VfXMZjGx6j2dXM25Vv/6hz0N9CgTg7Zko6MqByYCgl6Pf/r7EWR2LdzY0J79d/vBhVUQj4vHz+7OPsWfkdLz3/L15etZ93NzQeZCtHb/8VoLJ06dIBg0FaWtohQzopKSk/2tPpn5cCYBo9CtvxcxM+06amYjs5Lk8d7ccRrPmWYO0XB4+1dewRFSlHabJej3VqCUpvPS133EHrff8DQOovfoFprPAo9LkWsm+ZSMGfjyHtvHIkWcJ2bAGmEQMHUvOUuDdhmjAB08SJmCdOIPPWWwGwHHMMuggD0tvbSzAYRKPRkJEfYUW6RdXJkDQT+yIeWm7Z8EPGGKNAZf/+dezleWSjEWO/LHRjxcgYIMrJyaG8XNDIGzdupLIy0TNMACobX4XHy6ErnkxH4TFw8l8GHkTeROgHNJj4K/F33T/g4Vx4egK0C/r3rT1vDVh9aNLgstUxoGIw0ds+OFCRJImHzx7Dr2cWcfHUoYzOT2LBeMEa3fbvbTT2eEQJbyT0oyuIJxh3uf0EwgqSBDmDgJ3/1I75/xBQOXAyNxqNCTlMTl8QZ78QVmukgissaRLW61HN9KlGXKqO9IxM0tLS2L1lLXdefzkfvrOQVV9/ShAZu2pi63aRkD1//nwee+yxhO0cLWN7oEVDV4qi0NXVRU9PzwBvPe2ySxn2/XKQZezbttKUaiMcedTa/vQgAKaKCmSjkfbafYRcgg0Z5apk++4aPtshgHD9zq0AZJSNorLdxd52F3qNzMzS9BhQ6W8pp5UgyRKn9GseOH/kkTF5caDiO8ySB7cUs55Ui54JQ1MAWFPbzfg/fcPVCzdy7j9W0+3yk2XO4pyLbsF7irgORfu0rHz1pdg2TOvE89iwcxvrP1rE1/98mnAoiElr4l8n/4uHjnmI6bnTMWlNqKi0uETzPlVVeejT3cz8yzKufH1trPy5KKkIgHVt6wY95mUNywgpIZL0SZSnijGszd2G3ffjm5KqikI4GD+P5iMEKgeaEg7hdvT+6OP4qa1tn9DryiouRW8y093UwLoP3+Olm66MLVPurgZVZWtD70+23/8KUDlYPko0WW6w5RcvXszixYu56667BnhBUfP7/THlyP4KkvojHHhyH3oQ49ixyDYb4X7H4l69hq5/vjAQuXp64J/HwMvzxP8HmqrCysdhzfOD7i/5zDMAUaUTbGpCX5BF5k3XHfIYA+EAf1j5B97Y/UbC5+ZJ8fBI1u2/iwGMjOuupXTpNxQ883Ts++qI2FRmZib6iCdljHTvHWLtY9OXIk/HUrKXrq5luNzVKMpAej3aP8fpzMBuX4fbXYP1hBPoycvl4wvOZ/+xx9LZKeLAWVlZjBgxgqlTBfuxZs0aUVr85zzY+UEiUPnstvhO9Fb4fSNc/hlYD4jjDp0BCw44t6XHQ1ZF/L19P2wVAGVbp6DTb514a+xrm27w7sKJjEr7QWnhuSOyeODMUTxyzhg+vXk2fzt/HKPzkwiEFdbt7yFs9wu1T42EPjcOVFojg32WzYDuCPKejtaicv/VHS66XT/OA/5vmaKqtDq8MfBxIFDpnzuiqirtfeJcpZqFSqwvGBYvNTE/RI28gpIeQ6TT92knn8SXn3xIr93ODVf8kjSLCLtdc801qKpKTU0Nd94Zz4G48847eeGF/1zpNHr//POf/+Tpp59m166BzowuOxvLjBnsyc9g+9AsNhfloAKetULPKZpXt3vlsoT1Rriq+NMnu7n69fWs+1Z89686Hb97T9zfc0dkkmLWo0nv1/XZqiP7tkkYisWEmGzScf8ZFZw2NpfzJh2ZFoc2VWxPcYdQAmGcq5pxfFX3oypmyrJslEWaJEb1YbzBMJMeWspVr2/gvPILeOCyZymaMhNUFZc9Pr7WbFqPqih0NdTHPuv/PwgnothcyCP1t+D8tpEVTStYsnsLL6/aj6rC6oZqQmoIk9bEGaViHF7bspbBbGP7RgBunnAz75/5fgzY7OzaOejyR2IBn5f+md6mpMPLEgCEwx6yJyY6H87ug1eD/W9bFKgUjp1A2VTB6P/w3pv4nHG9qdSgg2x/Oxvr49f0q38+zQs3/BrPjwRd/6vlyQcDMNdcc00sl+XCCy9k/gHJaVF75JFHSE5Ojr2iQmHGYUdWSqexWilc+DpqUAyg+U89hSZTDDidTz5J5xNPJK6wYxEoIQh6YO9X8PGN8HABvDgXti+CmmXw7Z/gq7uhq3rA/kyTJ5N+/XVkzMkk9/wySubVo1l8QXwBrx2eHAPvXBz76Pum7/mk9hMe2/BYgiCSbd48DBUjSfvVZZgnTUrYj76gINbt1e/3832kKdrEiRPRZYmQVopXgLDUtiWEvKCzBtCkr2fb9qtZt+5ktm27CvUAMaWMDAuSpBAMmvD7zdTXv4Bl6lRarrsOnyzz1fLldEWSamW5knDYy4xIXlBDQwOuty6FoBtl8VVxoOI7IB9EbwVjv4c4W1QIUDwHrvgSskYmLi9JsOAfMOGXMDmC4utW4mrbEaN6zy47G20kbDA+a/yA6wKC4ZMkCTQafGYbH73/fkIp7MFMq5GZXCgYr8rWvpg8vi7HEgv7QFz4KiqE9WOsubmZ+vr6Qb9LMespiYDQ/p15/y8tGFbo9QTo6PPT6fSzv8tNY4+HQDAxEba/EqzTF8ITCCNLEjnJRmyRCpm97U7cgTAOxYgky1isccB5qHkzP8VEYbqZnKSfnsXqbwUH5Kbs3Dn4pJa8YAGtKWLC7kyysCs/IzZ9WWbNwutysvM7ERYfMUsIF5a6a/GHFBrXr0Tt7cAnG6g2l8TEB8+ZKPYtSRLJpxWjL04m+zcTYs961C6fVcxzv5iISZ/ITB3MZJM2ltDf+eJ2HJ/W4vyu8aC9qg5lGlni+UsmYjNqSTXruP3EeNL+0j0dMcZoqWkiQUlLGJkxZ12EJMkxFqGtZm9snbaagePrHM9UxnuGk7oeblp6E/du/BUac0QR2CTyw0qTS5mVLxqprm5ZjTuY2JYhGA6yrUMAwMnZQiYi2mxyR9eOo/7dUTuwz4/ZdmSMittTS/bEToYv6CGrSCRl93V2HGat/44dKNugqmqM4csdVs7Q0WMTvi+ffgzdySL3L8/fRn23hya7J3KPf42ru4u9635ck8n/ClBJSUkZwJ709PQcNLTTn0EpKSmhtrZ2UFbl7rvvxuFwxF6NkQ7DR8KoNN92G7Vnn4Nv505Unw85KQnbifMpfvdd0q68AhAKt/bXnhPhHoAt/ViNj66DLW9CwAktm+GDq+DNc+Lfbx0Y05QkiawLjyczdxspmu+RfHZo3gQO0fGXqi+gtwGqPhfVL8RL6gBe3/V67H9NSgpFixezf+5cGhoGr1IB2LdvHx6Ph9TUVCZNmoQ23QSyhFGFbCToERNfUkGA/hIyPfYfaGpamLCtPudaLBZBf/b0FNDS+j4tLYupq0/UStFoAtTuv4Wa2sex2bSkp+tQVZVKBID0o415Zaa6bxIP+KQ/J76/+G2YdQuc/6+D/kbyxsNZz8Hs34n3rduo/JfoEZRjySHNmMbnZ3/O76f+nrPLzh50E1qtNhae9OUVs23nTjZs2HDwffazERFdjKp2ZyzscyAN3xIJX+Ql/zig8tVXX/HSSy/x2muvsTzS/+lAG5MvBr8dTf/3QMUfClPZ5qShx0OHM055Ozz+AcgiWknTn01Jt+rRaWRSLYklp0FksrOySU6yMSTNjIREhvXgTdokSSLZpEf7X2Cx+tukSZOYPTuuCdLQ0IASYWTrtm5i8Z/vw9HRhmbq5IT1GjKSqctIpi09GcOUyWz98lOCPi+ZQ4s44YrrkTVa0oN2MvxdTLeL+7Gr9BgCGvGbpxWnMX9kXPXYNruArGvHokn6aRrXWWeK0GawXyWbr/LHJWyXZdtYeedclt8xl2vnlHJiRfy4n/m2mtpOF180hnk7/0JeH3IJ7pHHYU0TTKGzu5P22jg4GQyo5OjiIa3MoCheMBW8hT7tewyZIq9lVv4sKtIqKEoqwhf2sbQ+MVdyV/cufGEfqYZUSlMEMIiWMf8nQKV/aTIceY6Kx12DrIHc8qGk5Ijw3adPPkrVAQri/21b8fa/eOZXFyRo3bTsrcTR3obOYKRo7ESGjIoDlS5rAXtGLqBKFnmKJaqo/Nza2EvdtnjKh6vnx4Wq/ytP87xIUueBNnny5AGfbd68OaERXdQGS3gzGAwkJSUlvACc336LZ+NGQl2Dn4Rwby99n3+Bf88e2h8V8WrjqAokSUKXn0/2HXeQcZ3oFdL+12cIPzUL9n0LbYPcqBN/BSNOH/j5tndFXxqAcAgWXwlf3g17Ph24bPNG8PXBnk/in+36EIC1rXF68tPaTwl6ewTjsuY5Nm7cyJdffsnChQsJHuClRq2tTcR3i4uL0Wg0SFoZbYaYLIuR8XWLc1Q8cgFWayJbUV//IooSp+n7HFux2sTyNfumUV83nq3b/ojbnZg8HA7rkSTo6PiSmtq/Y7MJsLUdkXjrQezfoNehbYr8vpP/Ave0w5gDEmhThsL8P4F54PUfYMnxcsgtkXBCRZoIC+Vac7lk5CXo5IOXWRYd0Ga+trYWRQkTOgyzEpNEb3USaBBervaAvj1xRuXoPfva2loROovY8uXLefLJJ3nllVdwOp289dZbvPPOO4zOE/f/9v8XMCouX2jQEIE20pAtrEoEJF3suQ4rCk5/CG9QsCmZEfCRbNLFei1FTY5k06aa9YzMs5GdlBg6CgYdg4Yu/5um1Wo54YQTuPfee9HpdHg8nlgY9P1H7qd++xa++sdTdLUKp8TiDzBxugA2e/Iz2FyQwRu/v4X1HwldpylnnYfRamXIKOHNn9b+BbawC9WczAN3XcMTF47jtDG5PPuLibHz8d8w25wCtFkm0EjiL+D8rhHH1z8uBJRi1pNs0qHTyLx42WR2PHAiRp1MdYeLN9YKp6lPl4Rba2X9/p5YU77Ouv3YW1ti22nZuwdVVVEUlRe+r+HMZ1fhbY87AYV+AbAkjQ9D9hfIkYakswtmI0kSp5eIMfu9qvcSZPijCbYj00fGwulRRmVn184fLRTndx/AqBwhUHF7hMNqtpSQmhsvVa7ZGHdgw6EQDTu3RcJLP62pqoq7186GjxcTCvj54rm/x77bs1J0uy+bOgOd0Ri7VgBVugKeX15Dm0GA0Wy/YM73tPZRu2l9bLnO+v1UrVnJhiXvH9W5/a8AlQOT1Wpra5k8eXKMUdm8eXOMMSkpKUkQX1q6dCnnnXfeUSXWdjzyF+p/eSn75s0n0Dgw09i7Mx4/9u0Q4MPUX3QsHCJD+w5acwhVkfDbNXG2pGAqFM0WIYrxl8DpT8BFbwkBsv7mbIG2iKLq/u9h52JY+7yQhT/Qdn8MT4wWTErUdn1EfV899X31SEjoZT2uoIuur++mq2oNj31Vz+efi+VDodBBqeZoaXA0ERYgnCYG9vF6L75e8VlO0QSs1ngFj06Xhj/QTnd3PF7udO4iPa059r6zqRR/i/BirLYuiksiSrcjNMiyAb+/laamhYzUVSKh0EABizmFVsQ65pADmjZGzusU0B3ZJO4MHJx6VmfcxGvJNp5OSwHEgHOkNm/ePCzG+KRXX1/PN6/8g+euuIieluaDrleebUMPJLuCeOrEgPjLL3fR1S9XJKqHcbShH1VVYxVyU6dOpaxMlI/39vbS2NjI448/TnV1NVVVVRRbBKjc+f8CoOIJDFT3BbDoxOAfQqYvrEOj0+MLhtnd4qSuK95JuD8DYjFoY5LsqQcI5GllOSEBPBDsxuttwOWuJhQ6+m7X/6lptVqGRpqT7t27l76ueD5B4+4d7PxeVKHlz55DxYJEUG5vaSIUDKDV6Rk2WWiYDB0ttJ+SwmKiO/GXl5Fss3D2hAKeu2Qimbafhjk5mEk6DVk3TSDvvulkXjOWSLNonMsaCR2gfPtjzGbUcWyk7P+1H+oAYiHMd9Y3ss8jHIutXwkHT29NIixp6Glu5O/PvM4rq/bzyBeVbG9y4OuIOyFF/lxCvYmVnRrVzOh0wY6cNewsTFoT27u2s3BXnDluconwen+BueFpw9HJOnr9vbHvD7RWh5e7P9jOhrrB2SZfP0ZFo9PT5lGOqDeX3y/CPEZDHhNPPYshFQI0dTXGQ8DfvvI8ix68h5duvILOhjqxnsfNvg1radqz8z+qElq+8GX+ee2lsff21mY2ffYRS19+nsofREpBNEQJUH7FXaxPmcTWZMGuBFLyQJLQeBxYQ06qGjoTQFbt5g18+uSjrHjrtUFZsoPZf40fXbRoEXfddReLFy/mhRdeYFFEERZErsnixULpNCUlhcmTJ/PYY4/x4osvsmHDhoRlj8TMEaEi1efD/mZi5Ydv7166X355wDrG0f1UCut/QOqqwpgiBn6fo18S37AT4Nefwh+aRWJntAJl3MWQXga546As0iumJqLLUvlZfP2QFyQZ7qiFBZHGYjvfB39kcrFmg6SB9h18tE6An5n5M7kkezrZoRCm3V/wISfhITH+vG7dOuFNhoP8dcNfWdm0EoffQWW9qLbpD1T6rOL3/DKQQbkijjUtr5DSkttISppAxcjHyMsVWiWtbYLZUVUVp2s3aenN/PrXJ6KRFHyqmapGUX2UmtJKfv7HjBr9LbOPnUpqalynZqijlzKEp7KTESzmNHGdFAd4e0Cjh5wxA67JYPbYhseY+c5MZr87mzn/nsP3jd8nfP96Xgl/TxO0b1kwxOlFg/cZGsxMJhNXXHkl1vYGpKCfUCjE1jWrCQUDbP78o4OuZzFoeUpv43WsaJGoJMw2ty9BAr05kkybe5Shn7a2NlpaWtBoNBx77LGMGXPw86TzdCFJokqmf7jl/8KiQCUKLLSyzOi8ZGwGMcTIkefG5Q/R4w6g9ks0tByg3BoO+zCodZSkBQ7LSIWCveIfVSEQ+L+pgBodGUvWr1/P3g1rEr6rWr0CgJyyEWQVDR6iziouRWcUv3NoPzpdazAwcvZx/4UjPrTJeg2yUYvGqifljLiAZrDdgxIIo3jjrKt7fRvOlc2H9Y5VVaX3i/30LWvgpFGJbUqun1NKklHcA3uc4n6JTsBbrKNYnSrEOr1rPuXhz+JOZ0YwHm4d5hvKfa0X82bVE7woPY2/aw6+1gvocYtjzbHkcPvk2wF4fNPjjHl9DKd9cBovbhdlznnWOHuh1+gZkSacuB2dA1l1py/IGc/8wDvrG7nvo8EdRm9fP+fKaGH2Y98x/ZFvWb//0GG0QEAAFYMhC3NSMide+xsA3J59bN9+PXt3vIJT+yrmLC8+l5NNn37Eug/f4+WbruTjvz3Evx/4Pbu+//ZQuzikbf3qswGfLV/4Mtu++Ry/x41Gp6NgVHxMWudNYV3qVC6aXkz1n09h7f2nkV0sQv7ntC6BHcsJ+n2D9jmytx7cGTzQ/mtAJcqUnHfeeTz66KMJDMmiRYsSMvEnTpzInXfeyTXXXHNYaevBbMhzzzLkRZHJ3/v++zTecCM1p5xK7/vv03DFlbEs+5hptZjGxVVr2S00NwzJIpzid/abXEqOG3ynegvcuA6u+R7KIsm/+5aJsE9/pgRg4mVgSYfCRN2TmpJj2HDyA6glAqHKu5cA8LvMWdy65m2WNrbQ7M+imVxkwmjStnPdddeh1Wppa2ujvr6ed6veZeHuhdzw7Q08tuYxZL+4pP2BSqMxfpkLjCI0kpKTi9GYx5TJi8nNPZfMTBGu6+3diKoqNDW9TijUhyTpGOq3M04VA4QPMaCmZzQgSSppaS2kp40hN+cczJ4Qalhlp1/DbFaTakpUqDUjWIbd6UO56tsbqexJLGE+0JbULIlVP/X6e+nx9XDHijvYZ4/LbX8Waf9+g8PF+00tFASPLgSQnpnFmHHj0URUJBWDuPbKIbwSJRBmTCDu1dsLRahiQ2QQUhQ1xhYUpB4dUNkeKasdPnw4VquV4cOHYzQa0Wg0zJ49m2OPPTYWQm1paoiFSf4vWJVojondE8AfaU+dm2xkaJqZkkwLsizFKn50OjERNfZ4EpgnAPMByZ5eXyOKEkAJtaM5SH8UVVXwepsJh+P0t6L+74Z/ojZmzBhsNhtOp5OVkUT21Nw8tAYDWr2B0snTqTj2eCRJYvYvfo3RauOSh58gt0yU+o8/OR5KziqOA4P0/KHo9P9dBuVwZp2Zh3myGEuCbW46nt1C2982Eu7zE+r2Yv+gGsdntXg2daB4goTdg4ekfXvtuL5vou/reubmJCW0FThueBYr7pzLpMJUXNrEsN8mbRE9RdPwyCZMio98XwvTitMYmZtEDnFG5VjnJI7FQLpiYGi1ntGGi/A5RsTCSwDnFp7DZbm/QI5o8TQ447l++bZEVd1D5am8v6kpdg9XtjnZ1+EcANR218YlD7pC4jh73AH+9nUVh7JApJGqXi9Yp+SsbLR6A0Un1tLZ9TW1nY/RWjyE0rMbMKb62PX9Ula9uxBfv1BT/7ySozG/x4MSFs+r3mTimIsuG7BMXtmI2D2pqipLdwtgNb8iG51GRiNLnHT9LVgzMkkO9TGyXbApw+YvGNDryDGIMOjB7GfTlNByzDHoS0pQXC5cy5YR2L+f1nvujUm9Awx9/XWGvPwyha+9ii43ojMQ8sMeARAMyeIi+Y3jYMh0oYSaP2nAvmIma0QVyrBIjk39Knh6PDhbQdZBWgkMnRnXB0ktFKEjScaXlMe5Sj1XbHqE+x1bATjB7eLUnOmU/fAP5EgcdR3Cw5rFRnLDG7Cl2xgXAVnr169nS8eW2OGs2yNuCo/Gg6qNlAR6GwkZfkHrKMEqmbVJpGTkDhgAbbZRSJKeYLCH/fufYW/1g+gCChbTMOQVjzOFxARam1mAEG1QwbDsSbK3r2fGxl7qKlVuS8vgX+lhJoz/lKkj4gjdpRGo+kJLgHVt63ho7UMHP7fAO3tEQ8LLKi7jjVPeoCK9Am/Iy/PbnueD6g+Y+c7MGNg5xzhEsNRtgzdFPJSNnjsf2S8YCUUvgJijvfWgywdb4oOCLsdM5nRxL/17YyMnPvE9j3yxB4c3iFmvieWzDGYrVqzggw8+wO8Xg56qqrGQ3tiI1o7BYOCqq67immuu4YQTTuD4449nfETIsL6+nrGRkujtB0mo9YfChH5Chcj+ZvcEae/z0dgjQgIGrQatRibFrMcY6SsTDgsAYzEevC+LQRsfhlRVRQn7Et4PZsFgD8GgAIZSJA9JVQL/J83ntFotc+cK3SaH0YacmcslDz/BLQvf55Y33mfBHffGPMqpZ53Hja+8Q05pGWffdT9n33U/I2YeG9uWrNGI+1GjYe6vr/lf/y2DmS4ihund1U2ow4viDtL68Hra/roxtoz9/b20PrKe9r9vIuwaCBhdq+Les66mj8XXz2B2WQYXTx1Kps1AilnPn84ahVMTByothhyuOGUqX9w6B1Op8OJn9qzloglZDM+ykIU0YD8AalDhxtECeLyzvoFQWMFf30fboxu4eNkxvOH5Gw/OejBhnXxLIlA5VOXPqgO0i05/ZhXD7vmCp5bGQxmrdsZDRg7irOCmentMzG8w80cYFb1BABVJlkkvGILeKuamjzmXh6QHeZy7yZ3bCZK434/95RWcfMNvgaNjKvpbZ71Ix7CmZ3DzvxYx8dQzByyT2Y8V3NncR1ufD7New4x+XdwzhxZxxi13xd7btcm83pXJWbffy7SzL4wBIEfHwcfYA+1nA1QkWSbn3nsO+r11zhzME8ZjPWZWgngaW94UfWZseRjOEBfaX9+KevkXdDhOoeOZ5w4/+KWViHJZAEckR+bcl+A3W+Dyz0HXz6uefAXcvInnJ59NOBJrX2USN3JFIMgj25ZCxy4wpfLQyPNpYCigMokdjAwEqOqpigGVpqYmtnZsFb9flRjTIx6uNnMbtQ5x03V0fI5BY8eRtwo/LiRJoiBvYB6HLBtIsom8nf11z5BqD3Ds2h7GbWqA5k3kal2cddJxyCicwCoyesXDNmy/B2n9C/DDkwA8lSQGmveSbPRpZAxZPaSlCe9i5MzTaDspPkD0+AbSoIqqsKFtAwt3LWRn905kSeby0ZczPms8D80SwOab+m+4f/X9sdyVPEse2TkRhqzj0CzNYJZXPgKbRQzGikFci+5mMdD0vP469Zf9inC/0vpouaaxIp3sWycxfnhc/2Vvu4uXVoqw15SitINqqPT29rJs2TK2b9/OO++8g6IoeL1enE6x7f55XhkZGQkMWW5uLjabDZ/PR0FAeIyDMSouf4h5f/+eBc//8JNP4KqqDtBvyT6g8kRRlBhQsZoMFGcMVEdNt+hRFD9O5x58vlbC4cQkRFUd3EPvz6SYTUMjyyqo6uC5Mv9tmzB+PBafOHZj2agjkj432ZIomThlgOjivKtu4Jrn/0X+8CPPt/pvmi5b/JZoL6FBTRUAQXEH6VvagKqq+KrtuNe34dtnx1/dG1vUu6ubETlJvHHlNB45Jx5GGJWXTFZu/D4fcsICbplXhsWgZdIckYicHeikb/FTjE21oEMihEoNA6/5JK2eHJOOW/okVj70Fu2vb0WNhKzSGoycnnoSQ21xMcj+oR+IA5U93XsIhsU9uL2pl26Xn7WRthU3Hy9CHL6gQlhReerbvWxv6mV7Uy9+d/xceTVGnrxwPMOzbYQVle/3Dq6LoqphAgHhABr08TElfUgunWTyBpfzFSK0vU2ayHeZJ5E+QpzXiaecQVq+yLPp+ZFApaNOzBnREKXOYGTSaWcRsCYjn3IemUWlTD4jXkX5zW4xrs8pz4w5JlHLKx9BzpzT8abksyTndFbWOenLLOOYiy4lvUCc94Mpgg9mPxugAmCZOZPMW28l6cwzKHj+udjnOff/D0Ne+CeS/gCvTlXjya6zbkF/xm+RdDoUh4P6yy6j+8UX6f7nCwT21x1+56f8VVQDDZ0hclGiDfQGUX4NpQxlSWu8nlyxZOEziAle9vSANYfwLxaj7xDaAw5jAyk4GeP3c/kXl/HsnmcBcDqddHkEus/x5JAcTMYv+9mVuotqu0D3jj4RsnG3mun1iodg7OTBdWqSk6OicirZnWISMnZGqNPR5zJhxnHcPTXIbDZQ0VuMQbWR7Y1nszce0MBtW0g8OCMrlnL22bOZPvs4PrfFPab+2fdhJUxYCfO75b/jiq+u4K8b/wrApOxJZJhEdnlZahnH5B8z4LgzzBmQEVHM7Tp62lOSJGaedpY4pgij4rb34O3uov2Rv+BZvx77v9/DtbqFrn/twrdXlGzrhwq2JMWsZ0qR8JijsXaAaSUHr1zati3O/NTV1dHQ0BAr6bfZbAlaIweaRqPhlFNOAcBVvxMt4Rij0ucL4vKLAXnp7nYae7zsbO6LNaT8qcwbDOMNignCpNOQnWQc0Bk6ClIkSUKWZWxGHQZtfEArz7aRl2IiEOhEVUMEAl14PHUJ21CUwcXsokClstLOH/7wR5KTx3LssRdSWbkWn6+VO+64HUmSOP/88xManr744ouxRqkHE5Y8WlNVVUiJN4tj7+h1xADnjzGNVjdoTP+nMr+/nT2V97Bjx01HVC11YHsROUkvGrIaNGiS9SSfWpzwvXttK+1PbKbrlZ3YP6im62XBEkb7VQUa+lCDYVxrW/BsTdQImTt9HHWmoey0jWTevPizfuzc2aSNEbkqXfW1DPMIUNiGypZ+QMUyTeS/hJuc3JybznGSnjJvEbJHQpOijz2z7vVtsXEFIM0Yf1bVoELKDwrTAuMIKAGq7FV8ur2FM5/9gUkPLcXlD5Fi1vHbeeV8eetsvrr1WE4bm4uiwiUvrePCF9Zi7Fc9OWtsKQsm5HN8RCH4u8rBdVECQTugABI6XZyhyB+TydPczpfS6Xik+Pi5grkklzhJyytAo9XFOi+77T34PUef+NyxPwpUStnu9PDnffWMOmMK1bc8yKOF46m/5i6sqemEIgJ+X+0SoZt5/crl+9slN1zHvS+8wPhRIpxZ1SaeiWjZde//H0M/Ucu47lryH3sM65w56EtLkc1mrMcfP/jCbTugtx60Jph4GbJeT8oFQpDNu3FTbDHP+nh5VbC9A3919cDMar1ZVANd8SWMv5hD2bNbnqXb102KIYWvzv2KT8/5DGNePMRUmbOAN5ftwtMtQjj28iAuWSZJUbnQ6eK2dS8jS2FUVcUcMpNiSCHDJx46U76JgCbAXrsQS+rp3QrAnroROAICyZvCg3t7aWnxgSG19wBPNtJvRzfjWtCa0DVv55iV+9E64jfb12mJSXJfO8CcehyyrJKUtBu9Xs+GtrhWSau7lWA4yOe1nzPjnRmMf2M8SxtExUt0ELmg/IKEbT4w4wGm505HK2ux6sRD+4sRv4DMCFDp3MuPsTEzhCiUqtURzC/BXVzB7vcjSd06E45PfqB3SQ2+yh78+3oB2L3ne5759fksvOs3/FrdwD9GdrDizjkxbDqnfGDHVFVVCYfDCUAFoLKyMtZ1+kh60VRUVJCUlISiKGTKbjqcfv7+zV6m/flbTnpiBaGwwte74x7L9ubeQ25vX4eLLpcQaWvv81Hd7oyFdAazPm8QPWFSjBrKsm1kJxnx+/20t7fT0dFBT08PDocAT1qtNsYaaPuV1hq0MqoaJBgayAbJckTOPTwQqKiqEgMwkyfP4NFHH+Xyy0Vn3YKCZAKBLs46ayb/+MczvL7wcUaNKkBVwyxevDgmLnnnnXf+qHy4wWzN4rdZ9e5CNAEfNkNEQ6jy6Jm9A23Dhg28/PLLsfP4U9m27dfQ0vIuHZ1f4HAcvlO9JkmPJjXOlqWcUUrqOWXk3TudnNunYJmeiyZZj2zVYT0mH0knD1ohZJmWg2TUggq+6l56P6qh590qQv0k+8+dUsgPpWfTOe5MRuXFnSCNVsvl994X0+5IbxIO2jZCfI4AW9psM6bRYtzw77Uz9QCw7xkawDxTjFHOVc0cS7xKqD+r5dnZhWtFMw/UXMtITwnbO7ezcHWi8OLxw7OQZYkROUkMz7Hx+5NHIEnESu7T9XEGc1y5YBBmR9perK7pptPp576PdvL+pqZYaDYQqfjR6dKQ5bjD48s3UyslipqaZGiXcnkj/2pWXHITdV4/Ros11tTwaMM/qqrSuFuEudKKtNy+Yz3PNNp5ZsuzfN4tJBiea+hgxKqdlK/awWvVbVS1O9FrZOZVDA5UolYSYVJrOgW4TM4W1yDQr7v04WxgD/OfiUkaDUVvvYni9aKL0uaqKtRgvXb46HpojJRNFR0jgAaQccP1OD79FMXpRDIYUL1ePOvXkXrRhSheL/vPPptwTw+alBTQaTGWD6fghX/S2PIaqAoFBZeh0QxMoOzx9XDdN9ehlbWxuOcfpv0hTjnmjIH939NOOu/uM0GkaubMU85k0qRJdPXMxdq0mT90C28+FQfdpGEOmbl09KW4HW66+rrIL8iHNqjsqSQQ6CYcFDdsr3MUfUHxcAfbBp+A0tIEvWrwhzH7DgBieRPE39QiOOE++OoPCV+rFQtYIreBu4V7pt3Dm3vepL6vnlUuIxOBHvtqCotujMncg2BUml3NfFL7Cd5Q3OP/+3F/Z07eHPY172NkYSL9nW3J5qUTXyIYDqKisrt7N+MyxwnhPIDufSKhua8Zqr+GSZeD5vC3uV6vJyUlhd7eXnxJAih8sWc3tplTkHJHcmp4WsLycqqeNSsXo4RDdNbV0hmhTctHV/DGfCvNtfupOCA/RVVVFi5cyP794trqdDpOP/10PvzwQ9b2S/g+0qZ5BQUF7N69m4kWB6tcOp7+VrBozb1eFm1qYlk/z21Hk4PTxw7eQr7L5ee2f2/ljllpBELhmAibNxgm3arHrBeCfV2uACadjE5S8HtcJMlBpFAIsBEMBmNACxJl802m+POg18q4I068ovjweGpBVZFlAxqNkWDQgVabhKwxEvB3oCg+gkEH4bAbWdaj06XGwIskaZEkcW0feugPVFTM4rXXFnP55eexePGn/OlPvyUUdBDCQSjk4t///ndCEv9PZQ07xT2dlj+EnHHjWbd+Q0yx+T+xzz4T+V1Llizh0ksvPczSR2Y+XwtOZ7xSxeWqJDV1+iHXkSSJtAuH0/nP7SBLGAqFfk9UiVkCsm8RbKxs1mE7rgD3+jZkgwbJqMW+SDgPxhFpePf0EGx04tkeD394NraTNE8ommbaDCy/4zh0B5ShR614/CQad21H0y4cqS2EMQ1JImvBODQ2HbJFhybdSLjbh6myN2HdT5c8Qc7eck4YdRm+Xd2csnsqOyZUc2LRiQnLBdviE+jVHefwp7XLaKwTDPkf5pUzucVHcW4qajCMFAl5DEkzMyoviUCzi7sw4UvKo9Iu2Gxr5HmeWJiKXivT4fRz23tbWVndxRtr62no8fDb+eUEIo6kwZDYm+mDnsSxuFAfYkpqJovb7ayWZ4MzxNCmLv5Ylk9qXi4YW+hpaSK7ZBhr33+XXd8v5Yzf3k12ycEV3O2tLfR1tiNrNHSH/0Wl7wGQoI4SJBTUCKfhiCTN39vYhsasZU5ROsmmg2tVAZRGWinUdorzqtMbSM7Kxtc8eOn3YPazBSog1Fw10WojVYW3zod93wxcMJoMC2jT0yn56EPUcJhQayv1l16Ge/0GAo2NuNevj/UIiuYsuDu7aPrwMfalvwJAV/f3TJzwFl/s/4IlNUtodbeSb82ny9vFnp49sf1My53GKcWnxI8hTcQF24jfpCNHjmRipB9IyvDToCnu/STjjAGVKVlTWNwqyr2njpgKbbC1YyttPQKItbqzyJTDOCLlmweLNUuSxMQJb9P69UUDv+wvZT/jRiiZCy/MFi0GMsrZOfd2aj//BUaNkdNLTkcn63hgzQNscXRQqJd4u3Y7F6Z+gTPgxKQ1kWvJpdZRS4OzgW5vfIK7f8b9zC+cz/Lly1m+fDlTpkzhtNNOG3A4Oo14OGIS+clDQGcW7Q5ePgHad4pj8/bCnIO3gu9vFRUVrF4dD8mFktKwJ6cDfnZKDUwOxSsyfJl+lHAIjVbLnEuvZNlroups3YfvxbLu940tj/XDAGhsbIyBFIBRo0YxcuRIPv300wQBvyMFKvn5+ezevZvMYBun6Tt5zz+OEGLgvPuDxCTAgyXbAqyq7sIdCCWwHSCAVW1HN4XpJnrdQXo8AXSyShJeNAiSGgVCIStOpxNFEWBTo9HEwj4Aer2NcFjcc5lWBbc/QKpJi9tdQzjsRdYY0eszImDFglabEstVCQbtBIPx5nDBUB/aSMKlRmOMTWapqak8/fT9/OY3f8Tr1XH55ecn/JZw2E1KipVJkyaxaNEiamtrD9qq42hMVdWYxsVpv7mDhi4xPvRX5q6trWXdunVMmjSJYcOGJTRkPJj1P381NTWEQqGYou9/Yr29GxPeO12VtLUtwePZT3HxzUjS4MdmKEom66bxqAEFTdLAsGT/DvIaq56k4yN5QyEFz5YOJJ2MLteCLsNEsNGJd0ccyDlXNqNJNmCZIjztJOPBJ76SiVNZ+867mEM2kODu66bg623Ao3Vh0aew5G8PYuo0Mlobf+6a3dXUuXYRUgM07dnJ+vEtjDOYUTp9/GXI/RhLEsNsoc640zTcW4QSeAMIc9KoPC7SGOnb3YZ7dy9Ki4v0i0ZQ1VNFSXIJD5xagfflnRSrMp1qHlFOzZoqnmejTsPkwlRW13Szsjr++3/Y18V5kwqQfJFEWn08JAWwxpMCwPFWN5XBFB4fWcpIi4luxw6+84nw+laneL4yxtWSmVxPS+s7uJZ0s3pRpA/a0i848ZqbD3peo+qxhZNzqfFWEpAEg7aViajIGFQvD3EXau7NPNkxghYljJRpYMH4/INuM2qlEUaltisOAE++/rds+X4pfPj1YdeHnwlQ6f9QJ1jbDqEMqzMKvZLBQArAsEQl3WhFkDYrC8lgINzVRc38OOr2jldwHx/GtkSDYZ9Mz79eh4iae2/vOra0ruSulfGs52hia3+bOySxuzNFIuzSLaWDCuOHD+f0E0+MU+bDT4dlDwvlVmcbKSFBxyUHkln+3nIALBYLo4eOpiy1jGp7NTubP8UA7HcUkhVy4YgwKmGHH8UXQjYOvPypqdNIMZ4OJMrpozlg8MiugBvWwdf3wqxbWNG8Iva7rHor03IFA7GnZx8+g5VqX5j1K34PwKj0UaQYUqh11HLjtzfGNvnRWR/FZKyj1S8bNmxg5MiRh+94K8tgyRDMSuvW+Od7lhwxUJk3bx7BJ57EkZxMW3YmfalxwNAs95Dc1UBxWMI0+0w2tHwEQGFLJyOLy0m9+4+8/8j9CaWBaxa9zZBRYzFaxMS6vl8IEWD8+PHo9Xp++ctf8uGHH8Z6YR0NUImaXgqTIzvp0qThCwoPrDzbyoNnjebCF9eyo9lBIKSgj1TYOLxB9BoZk17D6hpxX5j0Gkw6Db4oa636aK8+hgMjyQfm6lcdJto22PeHIqaPm7MDrdaGJGliybEajYVw2E04JF4AWm08NGAwZHHueWezcOFnfPvt99x++20EAp3o9ekoig+fr5WFC5/kzDOvorS0lGuuueY/bk7Y3dzI+o8W4Xe7kWSZtPwhuFXxvEbZJUVRWLJkCb29vVRVVWEymTj++OOZPHnyITuXHxju2b9/f0z87z+x3l5xDxqN+fh8zTidO2ltFSFOW9JoMjMGqoRHTV9w8Aq2g5mklcm8Kp4wG1XJJhwPjaj+MPYPqtHlWAbtCB21sDtI4O02zi4U2iJ94W7cO75jxZuvotFqOen6W6ndLELLWblDyDIOwRd2803X5/hzh5MWNqL4fSxbspgpZ/4O/9o2XD+0YCwTQEVVVT7b0cr49viEKiMz1VdMTamdxy84Ffc/tse+8+7o4rOxn/D7DX+gLLWMe9WbKY400tQTD5VZU+P5JrPLMlldkyjbsLHezoKnF/PHYxdjAgz6uLPqCIbYGxYA7v5iK8Mz4kKljxZ08l31X7lLeortTi++oAspeas47xnfUr2mE2QVFIn67VtQVfWg91xDtEt3hYPtxMfaDknsO5t28mhG1/UYUutjkJ1KfnESx1ccvDN3MBzEH/bHGJWGHk9sDCqoGE1SwVCIVCodzn4WOSqDdmVWVXjrAvj+L7D0ARHqAdHI7u4muLsZfvEenPsKZAw+AMh6PaYJEwZ8HihTCAxTsV8RQpVUDDUyWY9ZSXtTIMfPql4DYGTaSB6ZehNT0kuYmDUxgUE5Nv9Yet9/n33z5tNy770ix+LqZXQNi3iC775L4zXXxneaNQJuWAvXroCCyaQggEpZX1mMZp41axaSJDG/UHiK3XaBkuv6CsHdS1Dxg1lc8uAhMvil+lXinxMfEqGeBf8YfMGMYfCLd6FwBvUO4VVGlWELbAXkWfIIqSGqfYlAckbeDCrSKxI+kyWZIbbBu7xu2bJl0M8PtGDpyQM/VA4CYgcxxeGgZP9+JmzdSsn+xJh0p9zH9wUK/5YrefOre6jdsQFUldxeF86lSykYNRatIbHqpbOhjheuvYzu5ka+++67GPiaM2cOp512GoWFgu4uLCzk4ovjeU2pqUeWSJmXl5fQiThX7uN384fH3t82v5zJRWlk2gy4/CGWVwmPrcvl5/i/Lef8F1ajqipraiOVBlo5IXs/3XLwhN7/tkmSjCEix63RmDGbizEY4jlQsqxDp0vp916PxVzCpElTWLp0KcuXr8ZsLkSrtaLRiMnv22+/4y9/eYQXXniBF198kWuvvZYfa32dHbx192/ZvUIoOafm5qPVxVsE9PT08NZbb7Fly5YYAJUkCa/Xy2effXbYHJYDQ0etrYcu5fT5WunuWXXIqidFCdDdI3rGFBSIElGXK87y2u2Ddxf+KU2bmRgWz7hyNKZxmaCCfUlNwneBZhe+fb2oEeDt2dpBuEeEJcNKiLVtn7DizVfF+1AoJvGeXjCUmpRdVPauY33nF2xKmcCX6XPpPvYqAJK9XXxrFEDJV9VDqMuLJxDii51t3PL2FkLdglExThST8BTXKMpL61C7HATb3KiyyNshrLJ5uTif9o5ObGvj4U6jFC9JNvdLjD5vnMqtE59nWEoNo3MUkk1aLFo3903/GyZEqMhojDsgK7o7UZHJVZspTUl01kzGIeTRjAkfXkVhXVOi0FvOjO1kjBRsZF9nxyHzVtpqqrEUuQnq11PHQKewPGUoJuNQgsEe8o1iPqg3yAxbuYPH9rcmVBWqqkpICXHHijuY8OWzLNhVjcmiI6yoNPT8OPXonwWj0tHRQWlpKfX19fT09DB+/HgkZ6uQtQchg9+0XoQGZt4MhghqLz/psNs2T50yQDAuUCouipICwaEq+noJbV0AbR3Ip8N+ZR2g4XdFQ3G1Psavk1MpG/Zr0Oewo3MHxcnFZHWHqL3nXgAci5vIuece5PxJdPcJj8fmdOJr2YsaCiFptYT7+mi89U+Yxo0ja+QwkusSFTDPOeecmPbG9NzpPL/1OTKbusl6QceC1F1UJwuAos02EdrvJtjujsWaE8zRDD219Gq0/CVQR84xl3NlxRkM5ud0+IOk67VoJCnWubgwqTD2/ZScKXxc83HCOscVHMevR/0aFZUOTwfvVr0LQI45B71GTIyKoiR02t6xYwfJycnMnDkTszlegSD6vARjFTIfuCYQYgGX8FF8h93VEA7S8/a/6XnjDYa+8jL6IYMDIn+/ySOnbfDSuUBKJlqXg6S0DIZt2kGyNwBhBa1OxwmXX0dT5S6O/cWv+eG9N9m+9EtCwQBfv/Qc+zQCxM6fP59Zs2YN2G5WVhYVFRU4nU6ysg7upfQ3vV7PVVddxfYdO1m54nsKdU5+OX0om+rt6LQyJ1bkIMsSC8bn8dLK/dz70U78IYV1+7vpdgcIehws215PY4+XIcla9Fo5Uk4tJobMpBSs0zZT3+1BliXyko04e3vQSip9ioEUvYoSileNpKWlJQCng5nP10og0INen4bRmDvge1kWk5lIKtQjyyYkSUKvz0CStYSCfej16QPCFIsXL+bCCy8kPT2da6+9lpqamsj29NTVtbJ5807+9rdrmD//RObNm8ekSZO46667Ds/WDWLbvvmCoD+eBGpOFuyOzWaLhb6qq6uprhZ5QzNmzGDevHl88sknbN26lcrKSkaOHBlLQI7K8Eetf74PxFtjHMx27voNDsdmLJYyJk9ahFY78IltaHgFn68JnS6N/LwL2b//acLh+MTR3b0cyu5BUYIoSgCt9vAl1kdrMUYlYro8KymnW/Bu7yTY6CTcF0C26rB/UI1no/jNuiE2rDPzcHwimGltlgnNVCP2ZxLPyf6togDiuF9djS09g7f+cBtZJWVs9YxFdfr5zBvml4BZ8fH8xhqOLx9CYK+d5s9rmV9ZT7Yi8T3xMbE530z6Zij3FfL3lj8zvi6D4xjLRtNOTph5On1f1vGLxpMwpenINmVjUo3sNzRT7M/HIJuQ0SDr9Wh1cTa6rfkpxmRUMiZDjDUf1ZyNpPqw6ePXQd8vR2V1t/iNYzT70GoTQ+Am0xBkVIrZz25G8kPbDhIz6SBnrEIwWIRjbx27Nq1idt7AsL7L3sPXJePYMOlG7uIhWgwz4IBisPKkHLKTz6Su/lmmavcS5YbDwN/r2pmebOXYNBuqovKn5Q+wuPEDVCScQxfi9IXJGZ6Cd3Mn+zrcDMs6embuZ8GodHZ2Eg6Heeedd/j4448Fxd4ekVrOHAFXfQO/3SWUZNOKD72xA8wyLfHSB/MUMqdeGHtv6yfWBKCvk8jQhJmaXoyrU8jRB4N2du+5nerdv+Hzcz7j+XnP49u5C5/BQDASd/Zs3ETY640NULaIBHOwWaDgvq++wrtpEz2vvkrPJje5xBMlk5OTGdWvd1FRUhGZKOS9IaO1S+Q31qEqCrJGgyFfPIjBVjeuda0x7wFVhb5W2P5vAD7IG8Zn9V/zys5XmLnkVl5uSqz9/6ilhelfPMJfqrajqmpM5bE/ULl89OVkmkTly6nJYe7N9fLnKdeh1+gxaAzcPuX22LK+fiJfLpcrIRkTYNWqVaxdu5a2tjY+//xzHA4HK1as4OGHH6aurg63282eqr1UU5SwHuEAastOup57jmBDA31ffsnBzLcnDlSS+voGXUaxJHGsxsYlV9xITp8nci6Ftzt67nxOvv5WzMkpzL/6Jq565hW0Oj0N9fWEw2FsNhszZ84cdLuSJHHBBRdw5ZVXHlUuQmZmJjOmT0OWZayqh08//pAH5ufzzMUTYs3rzpko4tgdTj83v7OFN9c2YCbAOYadfPfhG4DKlKI0ZEnCpIsPCXqtTIolmZKsDMqyM0kxJ6HTGJFlE4psQW+wIcsmZNlEenoeZnMqGo35sC+Q0GiM6HSDLx+lpyVJQqu1xSogJElCr0uNMSX9rbe3l9ra2pjKNcBdd90VW2/HzhomThxFOOxGUULk5Zn4/e/vSADER2Md9Ynh3OwSwcrKsjxoKLq8vByNRhNribB//35UVeXtt9/m1VdfZe/exPhYdBzIjYShd+3axYYNGwZtRqqqKg6HYB3d7mra2wfKoLe2fkhNrWjRUTbs92i1NtLT5yQs4/HUYrevZ9Pmi1i95jh8viMX5DpS02WZ0aQbQQLz+Ew0Fh0amx5djgBF/noH7g1tMZACEGx0Yv93JKQqQebVY8k9ZjRDx4wfsH2NTkfqUANJWVauf+ENLrj3QYZmiHvFHtLgi1STuXs6WZUq7nXN7h5eU8w8269NSSVh/vSJYGhyghloAhKGFuGgbrPsxT/RwLakvRhUPRd1n8zcJsG8f5GyCr8kZnmT1orBkugMer2JvegWlH5IScr+hM887jizVOMWAGaYfmD1m9EonutiVZybnV4dkqRh4thPce0Tx6OxdbFOIwDc+q1LB2wDoL12H6unnEBQNvCQ9CA1IRGqyjP066Vk0hMyCbZ8vNEJ/aQlADb2ieNseWMrl30zh9xAJmFdnBkypHg4Z9gn1HYOPq4ezn4WQGXNmjU8+OCD+Hxisvvmm29or4lUl2RHJvDkApHfcRTm9TZDWQpyXjqhNJXWvwfovCdEcenNmM3DsForyJr3q4R1dPUymVqV6RlFA7YXDPbg9YqQQs+e3Xx+2ql8d/xcVKDx6qvZc8UVhEIhJEXBErlBA3V1ALiWx3vc9CzdSRY9XJ+6ipNPOoWy5Jns2xgHEtbeBt5ZaUfXLC6vLyJfbjZb0EcqUdxrWun9cB+dL+5A3bsUxwvHcM/CmWz4Qajobk+J32SqexN/rNrDR/XrOeX9U3i38l3uWnkbFsciXt/2N7p93biDbiQkCmzx5l6lKaV8de5XLDpjERcVzyJDq7Jh45nYe0Uc2aCJe9/9dQyik0dycnJMhRVEUuFnn33G+vXreeGFF/juOzGQrFq1it27d0eWkthBPPwB4Hr3iVjys79SPNSqqqL44mCo85ln6XhMdNZOPu9c8p96ipNTpzE8lMcZhXOYNWsWyTYbqizT296Jc2n8oQ8O0ggThPx1RmERYYs458XFxYfMS/ixZjabOf10IcO+a9cuXn31VQL9OkCPzE3ikXPGcGJFNrnJgpLOlgUQ1hLGTJCzxomKIKNeS1G6hbIsa+xYbUYdRp0Gr9eDhOiErCCh76eJcijdl/4mOuCK53Sw6rgfa4888khCRc+iRYsStFImTZzK5s27CIc9eL0NBAJdtLfXx5LVj8ZURaGvQ0ykFz/4VyaddhbTz447LwUFBQPWiQKOIUOGoNFo6OvrY+3atdTXi/Eg2johah0dwhGpqIiHSD/77DNeffXVAfkrolokTr1X73uYpua3Y3S8ogTZW/0nQCU/72JyckTD1dzIX4iXg2/d9iv6+rYSDPbEgM1PaZJWJud3k8n/00zSLoo3RdVH2F1flZ2+r+oASD6tBF1uIquTdGIhGpu413JKB4bsR8wdyaYtC9i27Wp0RiOyRsOIftV3IYsYZ5KCfdy2bj8P4cWLSiEa0iPToUfxsMq5HXP3Hjwh8ZxMsJcyyhvJnzPv456193J33lO8OfSLhP2rhQa6tb0AmDQ2TLZ42EdVVXy+geGXKLsStcb2tYQVFZerihq3CN0Umwc+K1qtBZ0ujVIEa1fLMNLT55KaMZIzr3oPo6EMSVLJLBKJ6e7GwVni/fsTQbdbAZMs8ebYEs7MSmFmipVTM1Oo9gZwhUVpdHnv45hcy8lwieaR/9q3ksquPah7XOhUHXP6JhHUx5nKVq2J+SXLcTgSIwFHaj8LoMIByoShUIg31rbRRkYcqByltbQsYs3auWzYei7ap8+k854gqhFGj34aoyGH6dO+YOqUJZgnT0E/LF4Noq+TyNCpDLemAJCVeQrlZffFvu/r24HP38buvcsJ6vXY09JwWQXi72kS5VoWtxs5MsgE6utR/H7ckWoUxaLSdWIX9ZkmsuwbGdb0He7NO1j62m52rRQPQXjJNQTrxMCzfmYZmrnHAWD0+jGWp9JfeTrs8ON/48+8EGhiic3KFbnZqMVz2NhPaEsijNa1mj+vuY8mVxN/Xvdn9D7BWBl8W6lz1AFC3bE/+ABRnTMibQRFQ6+MfdbaEm86ufCUhYxKH8Wfj/lz7DO7PVKCnZrK/PnzOe44cfzNzc00RkCBp5+gkaIoMYo9NzeXJcznBX7BByaR99H3zYrYsr6qSnyVlbQ9vISWB9fi+KYe5w9N9C5ZGVsm5eyz0dhGU9Bq5VhpFOPOmsH8+fMpGSbK++ypqfS8Hk82DjQdvMwuKTObkFkMwkVFRQddDkAJh39059OJEyfGSlgDgQANDQ0J3188dSgvXjaZFXfO5Y6ThjOqX77uyBSFyUXxD8w6Cb0mEVCFQiH6IiyTBx06jYzZFA3R6NBoEpUpD2aqGozlUUQnx//Eli5dyvnnnx8Tcovaxo2iumX+/Pk89thjlJWNYu7cGfzt8Wd5+eXXee21xfzqVwt+1D7DEbYvOTuHvPKRHHfZ1RitcYZnwYIFTOvHxFqtVoyRpoN6vT4W5vnqq69iy7T1CzV6PJ7Yfd6fKQWRq/LSSy8lCMp5vYnXOhx2U1V1H70OcQ56e9cTCvWh06UxfPgfYwA0LW02Ol06sqxnyuSP0OszEgTg2tuXxLatqgrNze9SX/9igirwjzFJlmJlvVEzFIlnxLOxHcUTQptpwjozD31RnJFIWTAM23H5sfuncEw8f1Cj1ZKWV0DOxC5UNYyjbws+vzinw7PjQCUrTwDyubomjGEvXxLkbJysR1zTXnx8Uv8Mtq6vGd+3g96IpP29nTeSFLYSlILsMzawpnUNqqRScsL4hN8xdfQxdOsEkDRpbQnCff5Ae6ztQ9mwP5CcPDn2naL2m4qDe7hn8XJ27bmHDlWEgSbkzh70XJqMBZQgGJhGqZCcIddEzrFMnUaEuGfme9EYQ5gcKrUdcebu5ZW1TLv7Pb7aNrBNwCiriQqriRdHFfHBhGFk6LXs6NpFpU9ct1nyJm6Unucqs3A6u5Qk7vvo97H1UyyppCTHdWoCkoFqhuPzxkHRnVWDO3iD2c8CqOTmxU/+aaeeQpZkx4WVf3E+npQRBAKB2MTW3d1NS0vLIbcXCjmprLoPVQ0TCjnpcH2NaoLSktvJzhZxQkkSdf6ywUDpp59S/JEI8xiqZCY+KpO+WFx8s7mIIUN+TX6+kNh3OneyZ8/v8XjjyVbtOSJp0GsUA7/JGx8IAnV1eLdsRfV6kUrS6b5TwnOMwr6RFirLLGTseoRz03+PTdPO0G+OI/DsKbQt7MTZJLZlGCahjhGDna6rBzXsHhAn7gr+iWbilU9j2Y/DIwaoaYUipmntfQuff+B5U9GyoUuAhP6S1Adaaup0RlU8AYDbE6c2J2RN4N3T301Iro0ClZSUFCwWC8cdd1xCU0uz2ZyQC9HZ2Rkb6E8++WTuuvePeJLL2e7NoSt5Gs7m+LkO1NRSf9mvCTvTIKzi/LYBxyf7MU26CU16GYVvvoFx5FgcXwtPN/nUYrRpYv2oV2w/INk11N6O4h9cQdWanoliEpTyoYCKqqr8+49389JNV+Bt/nES2KWlpTEGajDV1fr6ero62rlx7jBGp8YB0YIRFjSRMFE4HKajo4Ourq6YOF1UxA0EKEm1WSlINaHVasnKyiI9PX3Avg5m0UlOlg0HLYU9Gps3bx6LFi3Cbrdz3nnnxT6/5pprUFWVmpoa7rzzTmTZwPHHz+LWW37N5Zefx+WXn0dxcQGqenhgGAoEcHS0EY6EXcIh8TentHzQ5TMyMmLKwcCAcuQTTzwxBlyi566rqyvGJFZXV6OqKllZWaSlpcVYlVNOOYX09HRcLlcCAxNlaVNTZ2K1xNnEPscWWls/ZMvWyyLHdQKSFAcIsqxl2tRPmDJlCVZrOZmZiTl7qhqmofFV9tX8lVU/zKSy6h721TzK5s2/+MlbFeiLkxNmI9ucIUgaKaHSSFMssXLVDLZtvwZFCTFk1ChOv/X3/PKRJ7niqZc4+76b6O2Le+w93aIooKhf64bhZUUAWJp3cp9hHXqtjAu4Gw9V5UlUk+jxO4OJuUJ1+lbCkrhnMkwZnDXsLFLOEQ6MeXI284vm0xMBKmZNHKgEAj1s3vwLsW9LGUOHXklR0fWx7UaVAbwhcawpoWepdzYQlPRoJRiR0a+Jbj8zmoaQQSdJOAijpUmOs1TL+8I0ByRMGpXkUX3ISCzfLMKCezp388bGx5jT9BkNJgGys9V4qC+nX9gnaju6drA7AlTm2iQmmMMUS3UAKLpscrzx8f+cIeeCWTR2lCLPWC2lHJv9Jt+vmMiOHbewrPvIw0A/C6CSn7+b0tJuysurMTkf5XL1HVLpxYeR2mA6r776Kk888QR1dXW88sorvPzyyzQ0bqCj4ytCoYFZyH192xN6jHg8IoZotY4YsGzUDOXldI8QVQn6Vhn53Uo0XWAyFwGQZBMXraV1MfamlTj18dLKttxsQmkqfaVi8LKlp5LzwP0ABOrq8e7YjmJQab+2h2Bm3ONpyTHgMclopSDTrO9gkzvo+Xon3i4xiettIcbrq/BGaGFTIIDzq69oniQmixpDI+1a8SBe0bEAWR0Ylrht0k0UJccZo/+Z8RDzR/4ej00MxBIh3tktqpyirdEPZtHz53bvO2TvmSjo6D8BlpeLSUGr1XLxxRdz3XXXcUpSEid98SWGmlpy163n3EWLSW5vR/J4mKPXk9HZSfNOD2pYQp9lFZo6qoqkGzxZ1TztZMyTJ+Nc0YzqC6HLMWOZFk/2jAKV3pwDlBhVleBBWBXVbAVJRsOhq3m6GupoqdqNs7uLTeedQ983BymlP4xFE0MPBCoul4vXX3+dF154gbfffpu2xrrYd6ZQvL9ONAciHA7T2dlJe3t7Qs6FxWIhK8mILaJ1odVqj0gXJL79nsh6R59Q95+YJEloNAOTQ4+EHehta8HrdGJva0UJhwlEHImCkaMPuV60P9OEAyoHc3NzueaaazjzzDO59tprY8nTTz75JI2NjbGKoBEjxPOyYMECbr75ZqZNmxZjavpXDXkiQMVsKmTcuJdJTRV5UE3Nb7F7TzwcNljpscGQjdUiQigZGXEF75xs0VKipeXf1Nf/MyZGBtDn3D6AxflPLBRyI1kVUs8rB42ENtOEebzIbTMOT0U2a9EXJtEnbSEY7Ka7eznfLR/Jtu3XMnzGMWSXDENvDbJ1x8UxvR6A7h4RLj9tbC4XTRnC0xdPIK1fz6y26j1MShLjqR8oPTGb2rq4cjZAe+R3htUQcqqBMv9Q7m+8juMKjuOPM/+IQSP0XzKvHUvKGSVY9VZMyWLiN2mtWNPEM9/Q+GoMUNoic0FG+nEk2UQBRFQ7pSBb9KGbkrOVdsR8YglLnPLkCtbVJoImgNycs7GYhzHeJuaO1b3xZ7mhr5mtHhH2T4pEI3dvX8N3Dd/xl79fy5lrm8gOdNOSUwTAHL4lWRbM0vz0ZL7a1cYdi7bx3Hf7OO2ZZezprqTSp0FRQRPJw7HiIgXhWNrkuLP5kryNpoCGJLWXM/kAgHely1jIFfhCLio7V9MbOnKw+7Oo+tHpguTlfw5AuMuPCT/lKWHW9cL2ytrYxLdw4UKUCLW+dOlTFBauQa/PYuaM79Bo4l63o2/roPuxWocP+jlAGIVHzpe54XOVkk1iwjdtljGfWCSOcXcYbbNEaIgD8yaZ3ojUMUDrkAKaT83C0W2AJrBNLMJQKCZmf20tssWCb4xCyBZE8ktk/lmL+0od7kIPVaZkymo9DM/9npBPprcm0kBsSJiiEXb0rhB7FcGEGAMhOp97jh9mmZi+ycDyYW18PDXEu9WPkh5K4YLuk6gpaSP7m81sKJdoy8pjpDWJp477Owu+eQCHaQaFWSewVunBnToKnW8PumAddm8rsiRz/vC4yFZ7ezsrVqygqqqK008/nfHjx2M2FyFJGsJhF/5AO8ZIuen+/ftZt24dFouFTZvirQtKS+MAad68eZSXl5OXlxer/Mn87jv8DgcnLFsWW87++OM4zGZMa9bSf1hOGpOK11dI2FuGbugMAILNmwjs/RBt1kQMo85Bkz0MVVFxbxL3S9K8QqR+ImjZ2dmixFSjQXfhhWj37iXc20tg/378VVUY+h1vdfXDOPq24VXPAMAQDhwyP6V2S1yIy6mB5lt/i/HLLw5aoXQwiwKVtrY2li1bhsfjiXnk0Xv/wMTN/hUl/UHJgQnNQIwJ+DEWDvsJRUCRTndkWjE/pWm1SYRCiV6cEKk7dHVLKALeQgE/ve1tqIqCLSOT0cfNO+R6l1xyCfv27Ys1Ee1vaWlpsVLmuXPn8sknn+DxeHjnnXdi7G8UqOj1+hhoHz58OJ9//jmNjY24XC6sVmsMNJhMQzEa8ygceg12+2p8vjh4Liy8PgGIDGapKTPiyxddj9uzD6czEuI15DB1ysds2nwRHs9+/P52zOYjL0xQVZXmlnfQaqzk5MS78oZCTtasnY9en87UKUswjUgDWUKK6P1orHpy7pyCpJFoau/fdkKhu/s7tm67iuysUwmHPYTDHiyWMkqKf8uOnTfQ0fE5O3ZCUeF1/OVcAQg66nz9D4vCnl2sQVwfX8NeUFUyi0rwOZ04uztp9dawom0R3f4WTs/9DTokprvGcu6x18eVeSUJQ3Hc8RySNhQawKSx0qaJCgCuiJ3HkuJbYstOmLCQpqY3qKkVbHNR4Y2i+gpiQMXZ46W6w8WSbS1MK0lkLzMy5pKRMZfalm5WVDXyQmMnVxRkoCVEq7uVFKM4xqSMyHNd18NvvvsNZ3QJpyuo0VI7RMw1o9jJTaPNfNWdwtqVDXy4OcrsKmisezEnBQkGrey15zMibV/sGMo1rawPp0JyOt2aT0mrP5lFBgHQLuBt0tUOPpYE2/mVdBrlaiVGji58+LNgVKR+7K3TqkWRoLBYDNj9B2WlX/y/tTUPVZUIBDpwufbQ0PAqVVUP4PU20NcnHoj+D6LJVITBMLCUEkRzwJc2vURDqIOFZyfRe5EY4E0bZUymInxVVXTd9EeyHtFBGEzf6XAmCY8yMzMTRZHY13wBDocYmHR6J4bychSjSuuvG2lK/YpAuWAgZJeKtkvCvFJMGL35Ghq/T0cJQ297MmpYQs0Ks/zqIhpzQIOKvVmEZmyZ2YQ7u5j/USO2xn1c8L2HqyULXQZRfv2rzjN5aOt5XLZM4aGFEsOLbkSSJEpSShg7/AH8lhnsdHnZ6xZhjsx+rdGn5c+L6aBUVlbyj3/8g127dhEKhfjmm28IBALIsh6TqQgQrAqICfX111+nsrIyAaTodLoYgwFisB42bFhCeXLI3jvgWvi2bcezJrGcXGMIk1ohYz3pxhhIAbAeU0bZ8i9Ju2wBAJI2lWCzC8UZRDJoMI5InEz1ej0ZGcLzUS75BUXvvI0lUmrs2bI1tlw47KOh8RUcjo341cjg6jx0v5b9W+KeXJ/RAOEw3a++Gvss2NJC4CBJu/3NarXGPPkVK1awceNG3njjjVhjPoAxY8YwevRo5swRVR+dnZ18+umn+Hy+QcFJdLtpaWlHxZ4caHE2xYpG85/npxyt6fWpWCzlWCzlMZnycNh3yHUOZP7CoSCSLDH74l+hPUwCcVJSEhMnTjxs/s7IkSO55ZZbSE9Pj4GUpKSkhPs/asnJyeRF8iyqqkRieLSRo8lUGFk3zvTIsp5jZ29mWOntCWGfwUyjMTB50iLGjvknVksZhUOviX1XUnwLen0GBr24t/z+I28oB2C3r6aq6j527f4twWAcLDocWwgEOnG5Ktm46UJa7IsGCFHKRi2STjOgYSVAd/d37N5zBy0RZe7srNPJyjoplijc0fF5AquUVVTCpY8+zUnXCbCQ1R2fH6I6I1mFJZhs8dwYX2qAgOKj195GX6CbkBIk2HlwHaoMgwATBo2Zjc4tBALdOJ0i2X/K5A8xmeLOh1Zri1TvKFgs5aSkTMRqFdU1lUHxV/KIZ7K+++D7vCAnjSKTnq5giH81d9PkbEJFxa5Gmt1q7UgaheweA/qgTLJLnOMPjiknrNWQrnZSLjczLLWczT809QMpYMj5CPOQfwEQ9g7h29brGTnyrwwrFec1PyT0oWryGukqX8y2MR/SKWUiE+a2GQ/hMiS2QdmljqORQo7GfhZAZexuB0OaPGiDCn6jhp5kHenDEzPvk3UyZrM5NtAGA2Z6esRE29HxBdX7/kxT8xusWXsiXV1COCc3N84QZGedMqhH3NfXx7PPPUv9l/VoFS2/HH8vGWdeiqpT0TXJuN//JqFCxLRBpkfKRpVljAYDl1xyCWazma6uLpxOMZDIcgf7Wh4nMMdKcKiK+7gQnqkCZIVtgCyh2SKS6ZRUUIwqfQ0m6vpE8pJ3KFQ7ylhnETFDZ4+g5gofuJ+do/qVdSoKV3d6mRz+IPZR2JeCZEoj2RNiXkF8Uh9tFXktO11eqj1icD9zqKChVUmPlBmvflq5UiSmlpaWkpycjNvtjk2UFouI57rdAjz1l6zvb8OHDz8kA6EEAoQjJZyhQSaC9Ouvo3v+fHwWAwWz7GhC7fj3CYBlnpRNytnDyLj6VGSTCduJotdJqNuHJyLtbSxPjXl1AMF2N56tHbHJIyrAZZowHgBvP1G6/r1U+rpFPo7aZ8fnjtOy/S3o89GyN07le4eKe9fx/gfYFy2i64UX2X/Ouew/awGhzsFbxPe3A3VBVFWNic3NmDGDc889l/POO4+5c+fG1G3r6urw+Xz4D8i1sVqtpKamkpSU9B+xKaqqxKTw+3eG/d80v8dNd0MTPqcHWRa/JSr7fzCL5qP0N0tq+iH7pvwYMxgMscotENfwYPd/lGmprKwkFHLicolJ0GaL5KLpUmMOwbBhf0CnSx50O4NZcvJEMjOFYGRm5snYbKMxGHLIzDw5cpzCy/f7B68gGcz6+nawp/Lu+HtnPL8mytiI5bZQVXUfGzddSH39QNVgr7fuoPtwOkVOYLRvUXn5A7Hya7d7H4oSv45ZRSWUTZuFJMuofV3cPCWNxdfNwN4iJufUvHxKJsUTQVNzBDDcWbecL5pfZnP3N4cUzPSFxDNk0JhpCLbRY18NqFgtwwf08QFw9ImxI9oUdszoZ6j1HMMaxHu5S2xvf9fANIWo6WSJWwoFiHylqZOaiABniqUQnS4VCKMvVNAZwpQ3WNEqMiFZob1AsMDTWE1S0hhkWRvrcvzL6UMBFX1qXFE77MvnlHFjycs9h9xcwZIURvrS1VOMGwvvRULjZXIraaYsLqj4NZpAnN2rkWfQoB6dTMjPAqik9oUor/WQ2S3iZlVlVjzGDkpL4wO2xr+Dc085kZtuuonhwwVCbWsTg01D4yux5aK5KXp9Jjk5Z8U+z8rq15enn61cuRK/z48xbGSybzKnl55B2cT/IePWmwDoePRRup55Nra8ZanMrgoxoEyYOJGUlBRuuOGGBE/V611BU9NCPEN64zvSx/8GhoSRvRJypAVKKFelt8aMTxU3SDgNanqLacg7Db8i4Q+IbW/TNPCnM33cf1Mamnzx8O1/x0XdEg/6lGUYhqUgSTK6YvGAT+vXKHCkVQzsK+0uekNhZODqigs4e/RddOc9TlPQGDmnbTQ3NyPLMmeffXZM3OzLL7/kjTfeIBwWx+hyVaKqaqz3zYknnsjYsWO54IILGDduHPPmHZpWDzY0iGZ2FgveJ/7OjnknYL3nDxjKy8n4zc1k3nADnjNOZ+UZx2HOChByaAn3BUArk7qgFOu03FhYR5OkRzJpQQHXCvFAGUcmsintT2ym590qMmQx6EeBijmSvOqrrESJ5C7070irS3IhhUJoPC666usG/S1ttYnduLvdfewsL0QJBGi773/ofEKUVyseD/b33jvkeYFEoHL++ecnAIwDE19Hjkz0dqJmtVpJT08nKSkpoangj7VQyIWqhpFk3f96fkrUnD3dKIqCs7uLkD8C/BX/IfOlQv3KvAFs6Rn/Eat0KCsuLmb06NFIksTkyZMPulwUqNTW1tLR+QOqGsZkKsRkijtnY8Y8x+hRT1EQSeL/MSbLWiZPWsTMGd+h0wmGITrR+v0dh1o1Zp1d37Jx07kJZbl9Mc2XWjo6B+oaORwb2VfzGGvXncyu3bfHrk9/RsVsLiUtdRYpyVP6Ha+BpCQR4tFqLYwb+zIajRlVDQ3QLzGYzbHy5pPSXEwuSosxKmm5+Uw/50KOuegyLn30aWyyCGN0+ESIbb9rB4GWgyeCeoPCkTPIJhqCrXR2iVyZ/t3p+1ssBzKSK2Q2F7Mr6R7Ceh1SIIzcJbbX4vDiP0RexznZqWTptbT4g7yyT1yfDENBjKEZdlwDY35VzYmqGAN6rUGCJhH2Gc9mkpMn4AmEaHGI/f1u/nCKcxLB0akl8/jldMGGRMO3RRGg0sQQnuBOvpZEwckksxgPh6cN5zh5BSMdz4GqUI+FzRy6EeaB9rMAKgGthArYSq4AwGfS0Gtfz9zj4xRoalobIZcTn+9brDaR+WzvKSAQiFPQ5WX/E/G0ZEaPehKjIYdhpXdSXHwrVmui5DuAz+dLoNTzuvNi1Hnm5Tdgnj4d9QAP1enLoDszAw3ExL+sVusBYQ5xgYN5iQOoJXIjB8rE57pWKbacu9uAySuOJZwKtY5C8kvm85pJ3JRaWWVjZICYOu1sLJMmARDyyIR9Grr/9S7B5h/E/ovnIumtlNTHhYiGW8Rk1+gLgKpSodHCtx1ckHYqqiaFOq8Y0HftEh7S8OHDsVqtjBo1CqOqA1XooKxdI/JlnM6ddDa343Q60Wg0TJkyhXPOOYeKigrOPvvshCqfwSwQ0Z/QFxUx9cQTueDZZxly6aWULPmYzBtuQNLpMBqNOCP5B76AuH6GkuQBpZGSJGEYGp88DeWpmMdmxt6HuuKALc0tJu0oUNHm5aHNyYFQCPvbbwOJOU5ms4O0lkYkVWHfpnWD/pYom5Ld68KoiGvbYNLSZxoYWrC/+RaezYduKVBYWEhKSgpZGemMKMpNyPU5EKhUVFQgyzImkykhRGG1Wo9IZfZILcpcaDWW/4qWTNRUVcXrcqIcILoW9PsJ9XsW/S6fqDpSVRTFf+Bm4utFtJlMVhvZxaWxvk1HchyDJeofzs455xzuuOOOQbVYopaZmUlaWhomczt79oheWWlpiWrHNusIsrNP/4/PtVAGjt+H0bYGRxL6aW39gB07bkRVw6SlHhPzwB19W/H5Wli/4fQY+5icPImsrFMT1ne7q2lr+5Bex0YUJRjLuZk8+QMmT1rMhAkLmTTpXSZOeIv09OMoLb0j4VglSY6F7z39Kg2jNnT0eADqd2xFVVXsrWJsSs3LR6PVMu3sC8gqKiH5gCaBAC179iS8V/xhvDu7ULwh3D5x3Q0aMz5diK5I24Jod/oDLSrwZjYLB2OV3cmiSFKw3OJBikwDqgqNPQdnAA2yzBX54lhX+VNQgR5HEqkpgvnW6cR9nlwixs7m7EwUbSpaNUgZVTiCpdz8doTdsehJtei5dK7Y+cSsiay8cCVPnnM6Jr0YJyRJIj19Dhl0YlbdhCQde6T4nDvbGg+fvTz3j5xfNAFtQPxWn6xFf7AefYPYzwKorJ+QwqeWIto6RxD9SfbeDWi1LUyY+CmjRy8lvbATe9t+KqvuxWzuw2LpRVUlHL2CyjSbh1FQcClTJn/AlMnvxyjEwsJrKSm+GVDZvuNGduz8TQzhNzQ0EA6HCRlDuDVupJAU0/OQZJm0Pz6I3ZSEW2tkf5LYT0OhCMeUFxRgs8Unx+x+2ehRoBKOOPWadtBKyUyauIjRo54i+VjB7mgjQCVQqiKrYN4vcgBchlS8ITNTh5TxqT4FAJvWy4YWEWaZ2lqJuShegWJME+DK8c5ThHvrkXRGdMPmE6qKN9grMRnQSjCpJ8QPS108960D14omUl7YRVlfmIdW99GxeC+ttWIwGRbRHJH2uvml/1jOD8wgXbFhtycjhfRY1x5D4NlqykO5DB06FF0/mekjsagQnr4wHutUFZWwO07xGo1GgugIyGZ8ynjxWdnglTepFwwn9Zwy0i4cTsavKpC0Moo/RKDRiXtzfFBOdYrJ2+Fw4Ha7kSSJjOtFmWHHE0/SsnkTnZ3xHBmz2UH53kg35Q1rBvXeo40MUz0+Tsgqin3eY4kzGeapU9ENGULYbqfx+utj7M1gptfruenaK7jG8wyaf86itCBON0dzbKKWlpbGNddcw/nnn4/ZLFRhDQbD4KxBwA2hwMDPj8CiuSDyTyjyNpi57T042ttwdCSGJty99sj+xSDr93pQFRGnjwrQHWg+tyu2ns5kQjoKJqW+/h+sWDmB7p5VR3X8siwn5GENZpIkMWvWLMrL4qW0B/PWf2qLhX4C8WdCVVUqq/4nIukg7u9QyE1l1b2oapCsrNMYN+4VCvIvAcDh2EpT89sJAHH8uFcYM/oZkR9jTWT5GupfxG5fi6qGkWUTSbaxMYYHRLhn/LhXGDrk8gHHG538PZ6B5fpF40Q1Vu3m9Tja2/B73CBJpGQn5gYV2EYyzDYBsya+zy83vMCy/3kWX00voV4fbY9vpPvNPdg/qMblFuOwLMnkGjUowS5kWU9KypSE7SpKiK7u5THZh+ixLm6zEwY0XT60+5zIkmgwClB3iPAPwGX5GchKmLAph4C+Ar1/HN83JladqWExb7QPEc5bKXvRE+TG93r5tlIwMaWZkY7HESA5KXsSKcaUAfurGPlXpkx6n1Ipsd/eTd3LOdkSZwVNWhM3jL+BWwrieY0TunsP+Vv6288CqIR0Mg01mVSv3xJjHVTVz77KZ7Fa7aSmtWJIDtIX/ApVFZPyiBECZdp7xU1ZVHQ9kiRjtQ4nKWks33+/nM8++zimbdDr2ERn55d0dHwWKzOLimp1GDposooJOpoLALBfY+VX8/7A9ec/wgun/gZFkmiIiD2NP0BKvX/HXI0mMtlGnAMpBMPK70Cns5GdfTpl5z9J95kL6LIKmjNQkqgFUdd6OlaDlhGZ2dgC4gY36AI0eNuRgQlbFpPc8ihpp02n8IQuii60kP93oUIZqBYiVNrsMfj27CHsDtL9biVqo4sSk5EnN3sxKGDxx/f5zhoPU3rCBDa2U1onQiNRUSvnCoGgk1Uzc1LGk+zLpvT7J0luEQPrqPCQGJV9KFvX6+KSbbXUe8Xg5q8Wybj6ftokfV/X0/rQWnz7xOQSDVm45GQCSoRRGTJ4oZvGosMyNQfzhCwkjYyqqnT9axcdz23FuawfbdzsIyNdTPZRNdyUC87HOmcOaijER0tfAxwoSqS3kjZItuREVhQc7W101+xL2K+qqrRWC0Yl1e0jfcRIZv/i1wD0RFis7D/cTeHC1ylevAjZYkFxOGKy/QczbcdOtJ52cLYwfN9LscoRq3UgI5CTk0NSUhIajYb09PT4vaiE4lLZATd07YWefp5pOAhHKFAXU6OVf3yey+H3oeCyiwHT7/HQ1dRAwOcl6Pfjc4m4e0q2mGhVRSEUaZbp83QMmovidQp632RLSkiuPBKrqX0cVQ2zdeuvDr/wj7CxYyswW0SCthKeTWrKcbhcg+dA/ZQWD/3EgUpn19c0N79Fc/PbMUDg97eiKH40GiujRz2JLGuxWkei0VgJhXqprxeN7XS6NIaV3hkLB2Zmzqe46OaEfXZ1L2PnrlsByMk566hYIrNZsInuQYBK/ohRpObmE/B6Wb3oLQCSM7MGJElLjjCTMk7k8vuf5bRb4om5u6qX0/nWLtwb2lH6BID37urC63CKBrDASKMAxsnJkxMqSwFaWt9j27YrI+chFb1ePHe73cIJybQHkcIqihp/zL6r6uCuxdtp6RVhoM0N9hg47HT6Wba9DaNTsCJe7QXUObP4n/0qDd44Q6e3BUQfnuEixD+KnQQVDR3euBNTnGHBH/azvGk5AJNzBg9F6vXpJCePZ7xSFD+vAfj1xkmEGgc6AL/JGkd5XxitonJt7ZE7LT8LoDKq7GV8vSZa91ai14rcC1WFhbsreH7rFQTDYnLSZAhPd8iQyxkxQpx4l3MEQ4dcQ052vGSuoaGeXsftIN3H668/id/vp6Pj89j333zzsuhvEwEqLboW2mzCg6uqqoqJYzX2eAlqtAzNSmL2jAruO/5afCYTBq2W0vJEsaiJEyditVrJSFU48DmUCvNJS1nAR09s4bPnt9PZ4KQ19Rxae84GIJwJwfz4hOH0jqc824osyxS4UwBwJIkHp8gvYVNVZK1Ktu0DzJkBJFsuSaeeStHixey3RVRDk/Lw1zTg+Hw/3q2ddP5jGw9934PpMGzdkHA6WfpU0tPTUYMKgeb4zZqtSWWGvgJNOO4xpqs2JhSPSdhGqLMTz4YNhOx27O+9h3//fs7aso9ve/r4fVUjoa4unBGdEfPkSfHfvbwRVOj9UICBaG5GH6NQMSPhRtc5sA/KYOavdRDYH49Dy2ZxD6lBhQnl4niXL1+O3+9HkiQyb/kNLqsVfZq4D+z2XNyuFAAslxxDUiQ01rLmh4T9ODra8Th6kVRI8gYwlJXF9Dl6rCZUwDhUDCCa5GR0eQJYhw7SNDFmbSK5UAVq9Ms5dvZnnHBCN1JfC7gH6jHEfqeqCIGmkB/ad0MkGRhPZJ2QT3wX9Inv7fsPuq2oqWo4pngq/8RAZfPmzdx1111IksSkiROpjzyTDz32VzKHFHLuOeew4luRzN7W3cN9D/yRt95bxEOP/ZXudjeooEp+nPb6AR1gY2GfpKT/KITi9x8+AfpozeurQZJUgkEDP/xQyF//+jhPPPEEnUeQbP2fWDyZtgNVVVBVhdraJ2PfR/OzoqqwRmNuTNhPlnVkpB+XsK1jZq2msDCxi3V6+mySksaTnX1GpDcUhEK9GAw5lJfde1THa4mwFG73wNCPJEmMPUGI3O1ZtRyI92yKmqqohLrFfaDNMDF8xmzmzxRdmAOKj5auvfj39cZXUMDgVPFHQjc5WnHfmE3F7N37IK5IEQFAe9uS+H6iTJSistct9jfMGAdMfX4BpN9a18C/Nzby+w928Ncvqzjn+dU88nklX+1q47x//MDtizeh84ixMZhewt4RVgJDrTzccw8b2sdRSylL0s7j3zc+SK1qQ6MGmMVK7CErGjnuxJn1WpY1LMPhd5BtzmZazoHtDvv9ZF+I8tb4xFASEYvzbBmYx6T2Bnhhg4f3V7kp9Ry5CvfPAqhk5k0hN6IS6XeIi9vkzOPr+hPY1DGe7V2XJiyfnjaHwsJCZFnG7Q6TkXFN7GEKhz2sW/chVqsdo9FNefliNm95jPb2OFDpdWylvr6e5oiCaLexm/zcfMrKygiHw3z8segY3NAjbtYhqSZOHJWNM0WwDXlDhvLq6no+3yG84pqaGlwuF6fOvBhLT2IOQThgwlPzB+q22WmuslO3vYslT22lo95JwJlHrzcFJOg7O4waEXaTNSaGR/pbpDgEov8yW/y+y/oS28cDkC3YBrliJFfeehetBjWSVHsJni1xz6mk59AoZbtF/N5JujJkWcZf50Dqd/MHW91kuQWlWD/tj7iTRPZ/17LvCYf9Inn0oT9Tfewc6i+9jOoZM2n7n/upPeVUTlojEtKGLP431cfMRnG70RcVYZo2DSUQJuSI08hhTwhVVWNAZb96IgAGeQ9SZ2JfjYOZa5W4tpbpueT/eRa5907HWCGuTYU0hJSUFNxud6xE1FhRgeP440lNEzRu1honyUoks31eEanJIuTUWZOoYdKyV8S6k3x+NKqKobyc7JJhaLQagloN5CmYVl0NHXvA1Yk2wggE2w6TI9Aqzm1vkpbOTAP+YButbW/g/+ckePl4UMS1dDr34PNFFIeVsAAmXXvB2QZqGAIuAUy89vi2Ay5wtgIK+PuEV3AIi4Z9JFkXazD4U9nEiRN59NFHhRKtolA4dCiW1DQuvuQSHn/kYV565mlGDRdjw7kXXczdd9/NZb+4mDNPPZU/PfI4wYggloofr6sHVVWFIm8oiBIOI0kSOv3R5eqIkEYc2HR2/TjxvkOZyyXu43AoB5AIBAKEw+EBPYN+atPrM5EkDaoaxOnaTXv7J7jd/Up8e9ehKP5YVVAU2EQtWlEEIqwuywNDvhqNmSmT32f0qCdjjAiIPJaj7Q9ls4mxzeXaRTgcHyNUNUxDwysUTxuC3hR3nCadtiBh/XCfH0KKqLRMMSJJEiPOPYHySBinsncdvjrxbEQT8C0+Hf6IkGCqTkzGL+55n4/3vsGOHTeyoXUD09+ezureuCOUlioqLPd7/fgUFZMsMz0nXq1ldyeGXFfs7eTlVcJJeHFlLde+sYn6Hi+ysRldcA9SqJf+Hq8zK50XfLdwn/QYn2jPoTEsJv/LTGvJoZWWkIe7LmzhdyeVkGHVU1HSwsM/PAzAgmEL0MiJeX0tvV6+3tWGqqr0/LuK0vp4SGpYphVkCDa5CHZ6cHxdR/uTmwk0Ogn3+rGFIN+rCs2cI7SfBVABKBwnmovZI3STOxi/+b5rm4Kj3ooSknC3pmDUVqDX62OKkNXV1djtdoIhP2vXnkFa+jOxdfUGLx7PvwgG4xO8zdbNV199JcSx9ODSuhiTOYYzzjgDSZJobm7G6XTSaI8AlTQzI3OTyJDFe7fWysOfV3Ljm5vZtqeWN954g+eff57vFlYR9qWi9lOIbfrhBmrX66lcE/eg/Z641sW/qxagAv4KFc9s8VDoJJmyDAuKEkYfqYTqTgowJBjkTJe4odT+DX+KRJJXpdtHUFXZkybAnv2kfaQAAQAASURBVGzJgsOAXu/m5+hL0nLXOCNfZ4rjyvMmoyoqnk1iMg02rEYNRsr5VAnZoqN4+k0oTSJ04v+qmsb9r9J862+xv/nmoBPfLe++RkF7K3NXfRf7LPnCq+l8bhstD6yh9+O4x6R6Q4R7fDGgYgiI66yXd8EhgIrP10J39wqUkIK/RtDqlqk5SBoZSZYwRYBKoLI31gV3T7+kup4xFdhsgnnIrNZQOkqwdA7HZtIyxDF0t8XbEKihEHtfEBR4qsuL9YQT0BcXoUEhWSvOl2WSDynkguenw3NT0WYIwBNqPxyjIvRbug8oo7Vbw4QdddTv+hObt1zK+g2ns2nzxcKjC3qAsGBNvP1izo6mxG6pAVdk2YgphwawobAISUS94/+G/eWRR6irr+eNd9/FaLGy5LPPufWOOE2/at06kX+QkoItI5Oxo0fx5rv/JildxMw1BoWQ2oK7r57O+v04Ik0HtQbDUeWmABHgF7+HXa49B1/4KE1VVVpb32fPHtEZuqhoVqzEHMT9qKoq27ZtY8WKFYN2cv5PTJZ1sVLlDRvOYtfu2wBIThJ5EG1tH7J23Sn4vALoHwhU0tPnYNBnYzYXk5d7wWH3F5UzgHj59dGYyVSEXp+FogTo64snoQtJiofZs/cWTr7xFpAkisdPIq88MQwd7HTjSa1CygwhRfpf6QtszLr/KrRaA13+Jnb1/gAypJxViqST0YTAr4jnI1Uvzn9TQGVht4E+dw33rLwdd9DNi00ipJycPIlhw8T1jIZ9RlqNVLeL58aokwmGD+0MRK0gp41j+sZxYUMk4TUUeW71GrxFAvhMUDcyoqmGxzMzGdYjhCZbgvDUlqeo6KviM1s6KUtaWbjzT8w3zOGXIxMrx1RV5Zcvr+OaNzbx9bYWfHt6KHbFxwe9QYtxuAAhrtUtOJc18lBbF3OeW0njD/EwumVm3hH9JvgZAZWiCFCp31QHQKa5G7NWQSOr7GkPsXfDLLa/MpzqJbls+ULQ/zk54iH6/PPPefbZv/LCP2/E56+LbdNmm0pzU/zGrasbD4DV2kNrpJStz9IHEozNHEtSUhKZmaJapLm5mcYIo1KQamLbls0M0Yobb12bgkmBa/uMfPFGvBmeIgdIr/gUKZLmHXYPJzVlGqoKLdW9AJzw63iimUdSWd8xkeSMXwPQczZsnyzYo9JkM/aWZuQwBDUKXpPKs+2d6IBWsmimnwx8kcgXWd4t4vhdBQefUDS2lVgjN1jY0UCoYRuri5v4NkfHynwbkkmL5FHofGE7nq2Chg7ULENxxhkAQ2kSxozTCVeL7zXWIXhueBXXsmVIej1Zd9yesM+GsuGYAn6u/fBtitrEed/98N8IdA0h2OIGRcW3OzGc4a9xYDQakVSJnGCK2K+87aBApaPjK9asPYGt2y6n+6PzSVfvIttwEzpLvPmbcWQaSBBscVMe0R/Yt28fwWAQl6sWd3AZGk0IVA3lby8lLV8AwL6+naQXihhxd1srrff9D31ff4397bfpdAhvLKekjLxHHxUhhqb1pETuld4x18UP0tuDThK/85CMyqZ/xUI/3ZG+TvpITtGukUmsmZLKvs43sdtFcrXP10Rn8+5E8IHAi24F3N4+8VdrEX9dPbiDAfG/Au6AD3c4fNCX09+HJ6wSwHLI5aKvQ5ULH8zMRgN/+/ND/Pmxv/H3J5/k2muvRdZoSC8Ygt5sJtRvqDNarGSXiOu3bfsB1RuSE+RgLOyjNx598u+BpbBR9uOnsOp9DycImKWmjuGqq67itttuQ5Zlurq6ePDBB/nwww9ZtmxZgojiT2WlJbchSXFmzGjMZ9SoJ4iySF5vfawhYrRKKGparY3p079h6pQlA3I2BrNoyS78OKAiSRKpqZF8RHu86q67WyjF+gPtWApauerplzjjtrsT1lXVMFXNf6BxyiO0lr2W8F1aXj5zzxX5Jfv6toBVgzbFiGVKDgHFiz/sRUXFpBPAozskzs3tTWZa+zkBHgXGjH42JgK32yXuuwKNlq93i2d8wpCIyuukglj388F/bIiAeTUn9c7ktmr49HsXv13Wg9wcf64t+LiVv5Jn38bdb25FExKsTEtAAhWGr0kn2Oqmoq8YHVru9F+TkETb6wnw0Gd7qI0k9X70hQhl6VSwRhicOam22Bzh2dhOLWEUIATY28V62lwLhqFHnvf1swAqHX0+rAUlrM+cxXeSmBzSTXaumj2UwjSRPDj+0hsZNUdoc2z58hP8Hjc5OTmUDlvH9BnvMXPWvxlZ8V3Cdj0tFoy+U7H3nIWz71yOn/sYGo0VjSaE1SommHpZJNaOzRSJrVHVyJaWFprsXsz46d6+nE8//RSTKm6Ynh47owNabKqEovbG9ifZmrAViBhvxfCXmTPvPSpmxVGn1qChbHI2lz40g6TSJFYYgxSkmpg0+g+ENWVojGH0p6xFa+phiM1IV6OI19ttQaZ1zOCL4MV0F51B5/jf0Eo/4SFLBn5F4ZVmARyGTM9H0u5OOBdq0INv2zuknHYqyacWk3JGCX29Ivav+fwTANqtNgwVAkkH6gWtGaz/AcXRgG1+PJek64mb+esrbyG1iwQ32ZKB1Com0sxbfkPaFVck7PvVEwUzccw2MfjtKi7jB0cmSrcPl0GGdPHwqpow7rQIS9PQh9FoJEdJRo8WyaxBL1WDqx08iRnqqqpSve/hWB5Fr3s1Rs12fNZGmnf8CZ+vhZ6eH9BYdLF29EkNkGS2EgwGqa+rYcPGMyksEhUeFmsZOlsKJlMROl0qqhogaWQKAB6Djk3Lv6HpN7ew85kn6TOLsMLYR/+KxhqRct+3lGSdGLB65WwYHW+2p7WLc+Batgz32rUDJ/WeWvhEqG76hozCFRB5O8P2x6lZv0GD4tXQvSdOLS9/+y94ownShmTCpkwaAjZKq6X4a5cn8X30tXYfpSt2HPQ1ZpOb8VsVRqxtPORy0ZfnR3SQ9jh6Of2Uk5kwfjxLly6NacnoDEbScvOZOn16Qv+jLRElYbu9j4R24oDeGgQJ9CYzpiTzAbkrhz+2KFAxGUVCucu197Dgq639E7Zs+RWBQFdsP1GBvKgFgw6am9+MvddqbaSmzkKSJJKSkpgUkRzor8C9YsWKWP+mn8rM5iImjF/IqIonOGbWGmZM/xaTaQgjR/4ltkxvrwAFxgMYFXHcliNm1/qrgdsGkYg4EktJEeJt9sgxqapKT79qrIaGl0nKzEJnSAQB9fUv0a2IMc5hSswtAxi94CQstlQCio+ubJGPoS9OIqj48IU9KLr/h7v3jpKjPL6/P909OW+OWm3QKueMJHKOJhqDAYMxYJOMsQ3OOeGIbWwTbWMbE0TOQQIEEso5a3OOszs7OXX3+8fTO7OjlUD4a37vOa5z9mg129PT06GeW1W3bkWQZWN21lGuf1PSisWSlULYERRrxP4Dg+g6nDyliFOmCl/dH06w/punsvKLxzGrYryIn9m3kYjWR1WiAhkojesch5myvmzJa5FtABNpiu2DmOUk5U6Rma0pPon6+Pihsun9I8TGBIFfW7mTR9ZmeWkFI+L7RWvcvL1kKn+fWcPJ+W6sk3yYShzoKY1aFL6JnedwMwGR6XEtHn9ffJj9TwCVU36zhjk/XsVG12w22RcTToqH4MypcYrcYiFIOvI484tfJq+8kmQsxuYXn8WkDlJefijTX364NaxroGP1a7StPERqj4WJE6vx+QQJ1+MVaLff2k+tt5ZypwAUo0Dlvffewzt8kPOs++nvEA5y1B0uMHcxO51GRyVpzkqrWwsbkCQdj3s2ZRUnY7W7mLSwhBknVFA4wcWic6tRTDKeQjva8kJ2W1WmlXmQZYXpU74rjqtsL2WL/4YdiVe2i4nOMatKfiKfAQqxf/pBqk/5HG+znL1MJvVpwXZ/pneY/mSacquZT5Xl4ZidhzZmQQ+/cgeplnewzZ6NZJJxLa+gzSmiqpq2NqypJGkkepcUY5tRgBo4SHzX48R3/AvJasV9Wh2S0k5k9ffRQt1c8PCfkJMRtIhwzIpXRBSOBQuQJAnHUtEenrzoEj6Ykjv8bfP02ZzSJ8pMf6o18+T55eRdU0/jCbcyXPWmeF97ELPZTJUByJQaN5LPYL4PGG3XqthH9N1v5sxFCXjN6MCmBXkcTL7Jug+OZ/uOa+jrewV1mgBzodUd5IVEtL36zV/lKJy6jeGLkiRlauxKhRl7UjzUB8sL6Pa52DXBGOF+1vm4C8a0DTeuwmcRQGWkrxcufQS+ehBkE2ZN8JrSAwO0X3sdHdd/AX1sev/ga+Lfoqn4z7gZAK9rBkVBM5YkkHYyvCaf3Y9NomdDNVZdOHGbL0FKU0jKTiioJZwyo6U/PmD4/8MS0SiJaBQkWLhoEatWrWLVGDVoECJ499xzDw8++CCBQCADWoSuzBggooFs0nEWq1i9caKxpsxAvkRikEik8SNl92OGMFhBwYlIkhlVDWd5QEexvXvvYGh4LU1Novvu4MHv8f7aZQwNZRfIvv5X0LQkLucUTjm5keNXbMFuz5Z9zj33XO68805uvPFG7rrrLlwuF+FwOEP6/29aXt4SSksvwGotzvBMyssuzUxgHp2ufHjp52N/Tv4yZNmGyzkl0xXzcc3rFdn2UGgvuq4TDO4kkexDlq0oiotIpCEzX2fUotE2Wlp+n31B0scBR1lWmHW64L81D+wAQPFaSWoJElqUlH2U2Czz7bIEP12c280E8NqIFX9cAAFd19keFAFFW1MAl9XEN8+ZxvGThW/Y0OwnkVZZVJ3PTSfWjtuX4mzEodooSWclGGp0mU03LOfP0ycy02Xnuoi4Fy6alOS86VEUWSOYcPONpb/n3MRJmfe1WbP3a/AdAbxTqsa6RnGsbquJIreVWQbw2C9rVNmtnFXkRZIknt/RxR+dKsmjIAxzxbHpEY3a/wRQOdzaQmLR85qaMkClPxhHkmWmLhMZl43PPcmu13+beU8qMV5fIz6cJdG1795BT8Mh8gx07svvJ2wOM2IZ4ea5N2e6AkxSFunOMfXgkFLIspyjmQIguxsJFO4EObsY2HzihnC5s5GDYpI56copXPa1Bcw9IeuURuWUa4wR5pWly1F8omRidg6wqXcj27pFBKEpCmbdTCovhcPhwOPxYHIXsZJz6XbOQtN1/twhIoIbKouwyDK+iy7CPktElrb6NEgSBV+8KVOvTyQSHDAmgxb39zMvLB7iHSYN53yd6Lu/IdX8DugqpsJCzHk2Sr52DvZZgmDqM9pFA8b8F8eKr6IUTsHv3k0s1kXitip8X/sCb1/zBVJmC/tXnARAa2kFL59wJtOCwhFuKDDRJ2lEi/agmWPEfYKrku6PocXSlOjieqjlFigzhsOt/R289T34eSWsvRd/o0jrOgzuT9BtptH7hXH3w569t7NPvYmhiUJNM08X576oPDf75HRlO7ocxvTshD3MouYeFFVc750TS0iYTXitNlZccU32zUMt0Lsbn0WA50Cf0YbsLoXLHsVUnEu2jnzwAS2XXkb/vfeKqH0UqCy4jsFhUVYsKD4D5YsbmFr7JDv+OoG2AyXoqszC2WVUFRqTc4vE9YhpFtKpFLFQEJsE6ysdrJ/gpOG46RyYVMvBugqa6qFpqpWmWQU01es0zSmg6YRZR/zZvdDNjrky+5eUHXWbw38cH4MTIgYFCqf65rtruOLKK7nnnnu46aabxm171113cdppp9Hc3JxRPj583EAybAZJRtdSmUm8iUQfqhojkTBA4mGDDQ+30fEQDmdtpuvkw3gqY4XhRichB0a2oOtJDh76AfFEL0NDH9DbK0j6pWUXIUnSEYnJHo8nM7hzVDTuk+4EGmsOQ7p/1P6vQMVqKWTZce+yYMGTH7rd3r17M8NnDzenozYDGCORBvbu+yoAhYWnUVFxBQAdnf/IeU/HoX+g6Ukc/mmYoyLjEQqNv4ZTl58EQNuuHSSiEUxeq5gLlOwfA1Q0ZAnOqb+CQlv2+fXIOt3JNA/sFOMCWmNJgqoGqk6+Bg9evYDJJW6mlLgpcluJpzS2tgk/2zwg7hmnNXsPyJZBqpLifMtuSwYMxBuHubgkj5cchVTtFMGSKdTGnccLH9oanMCWtR2c0SdKZM/Meh/XVVlukGYQeff3BImlVLx2Mzu/fwYv3rqc2SYBUt+PZAO1ZFrjey/s5bHmAa7UQnyNKD+2pwgdX8ZdRPk9cW55+yAjsWPP9P3PABWzIvGlU8VN0DpiaHgEd1NsjL/+87tNnP379/ldXwVpSQZZx1EsHE4ysYI9fy+l+bVKyvPuwmu5hL7tBdislVg92Tpa87ZNuLwivVqQ10G47k3OiZ6DdCibOt7flMISF8cxSrqeN3d+hg8zainrMGlTmCRmEjGR3rR7hSM8PMWZHorT89MNdP9gPcMvNBJvGCbQKzgM1QXZya+LpwplR5MtRFOwAZsBZ+uLZ/B+6ft8kP8BKTXFo3sfxVfsAwSX5u2hEI3RBB6TzFXlxrGbzRTdcCkVP11B4fUnU79uLUW3ZSOClpYWwg4HgZISJOCzB0S3wY5glBGj6ylz/IajNOXlMeH+v5AaI+62Ni+bDbAtvIF9Db/ng/UnsKWth02BOTzV6BdS+Td+Gff3vs8td/2Ics2BVYMhi0SHQ6I3kaK393kAVEuIpEM4rNaDbVhlkfVIOXU4+VugWKHhDVj3e0jHYNX3GTTIwxU9cWxxFSRon/USR7OBKU8Q8zYyYdlkbLYQXm9uG566XUZPie/lMAbFBfbtxuurY85Qtl5sTaX51JXXZ3gQbW0PcHDnHehAbFEJZUv6CfT1ZMsG087DfP0TmfebikWkldi/H//9DxBd+za0Cd6JVn9KhoOy/p7neeSLt7L93fVgELVtSooF8ge4WoWSsCVPOKNkIiGErwCr3YHbZsUugRKJ4pAkTI4ousOJZgeJGE4ZnKRwKkrmxyGDnOxGSnRh1aM4FAmvzZezzYf9fJxW4HgkIojbiQQ9A37mz5/PXXcJDsfdd9+ds21zczO1tbXMnz+f5uZm5hsjLOx24S8SQTMWiw+Xc8q40sToEE0Q2YIjlXJ0XUfTkgQCYsCkz7cYj0eA49H5YUeysfNuEnHhA0Z1SqLRZtatW872HVczYvA+SorPPYYzQ4Yv9/8UqBjAfNQO56gczbRoir4/bmfwH/vGnVurtehDxy50dXWxcuVK7r//fvbs2YPf7yedTmdKYLJsyZByW9v+TCzWitVaypTJP6DcUMsNBDYbw0T/Rih8gN5+0Trs6zgNa2i0hDeea1RQOYH88ko0NU3z1k3IbgtJNY4/3k3SACpS2oLNWo7J5OaBMx5kZv5UvlpVzkXGM7d7UPDJtoeEb5BCKX5x0WyWTRLPtyRJHF8vfl/XKDLQuzoDAFyztIrrV9Twy0tnIluGqEqIjL65xJGZ6JzsCIlM0lttWKJiHUpae+jdIQKucLCKsre7kDSJlkIL1170NSYFs7or6nCC6I5+1jxzgBux8mTSjjYUp9hkwm30dbzVHyRu+Lx3t3QSihtjatDZQJqiyXlMObuOBrfCSpKsOtDP8l9kp95/lP1PAJWLl4/wh2vz+WfXDSiOJnrj1QAEgzsp9liZWbCPqd732d8TZEtniKlXDjP7uoMUzRDotNwzHwkItrvp32sm2TOHnk3FlE6dxlPLW9k03UCxWzfxTl8TbQlx2i4rjrCgeB1d3X/ioUc28MjPNjL8bi+6lEZSs4uxWykibpDzEhYPJi0fSVMozqugvWQZPQYKdrjFje1y5zLPY7sH0ZPioYus72HwkT18vtXQRSnMOlSLRYAM2ZSkeXg/tqRIy82vX0LYHWZQG+RPO/7Er7f8mteGROTd1dXFawMBAC4pycdtOkxe3piHY8rPRxojsd7ZKUoliRVCunvGv/7ODc89zrZ+P9FNm3P2IY/JJg3okgCKhr13YoiDp11L0P0Oss3DjpY/8ASfpWbPVSwYtPLQpig/atdZ+OwAvhnLidodzBkWD0TU2wiSRFt4gP6B1wCJKVN+TMwnFpVn1/fhTorrELeqUDKDxOKrGSiwZJL9cavMsE9sU+RPUhgw6tTyh3dL9Cz+HQXd36a4RJQQov6JeBsuwjkwB/OmWsIbBFiyG447rnZgX3I7c777l8w+5tZNo9BIHatqgsamX9Kp76G90k5vUT8lc/1IlqDQWgmOEAkMo9TMoWCJm7z6MJV3XJRzTP7vfUG0FBfPYFjqR1WjKLqHnmErI7rK7tVCzK+gopLPTmnCFmrGs2s1sqqTssnIZkGoiwRElstss2F1CCAciwRJyiFUSxDNFEeX06QtCTSJcWq1ydQwqVSAdFqUNRXFgSx/MtOSNWNkxR/vfzAHmKxcuZJf/vKXObyUBQsWZAQcH3jgAe655x7xPc1eXK4ZuHwVeAqLkWUTDkcNdkd1zqTbMZ+aI8muqlH27/8m770/j7b2h1DVKGZzAS7nZEpLxTXq63+ZdPrIgmxjh/TF4u3E491Hzdq4XTOw2Y6tW2K0q3FU1+n/hY1OcAZwuaYaA/E+2gIvNpHqChPf56fxd2sZ3Hzs5ao2Q6Ua4Omnn+aPf/wjv/rVr/jNb37Dxo0bSadVon5xzvr6RACSJx3P0H3NpDdZMJvz0bQ4jYfuoaHhJ2zadC5p0xBy0olzYDYut2hgOFpWrH6J8IE7V70Gkuj4SetJ4k4BOs2x4kyWdXLeZB4/fyWfO+lVzlnwZwAODR8ipaXYOiTuDzmU5Lja3MzpompR9trRESCZ1ljfJEow584u57vnTWfpZAlJUqmOC4BhLnFgqRQZlURjgJHXW0n1RjCnxD2hmWME3RtBl/jMwGLcusRe0lw/OMiPn9tDsn3M/afD0BMH2dEzwjVYcakQXN1OqlcENH2SzoimsbMjgK7rPP66yCieQ3YNPHN+JbIscf9V85le9vHEE+F/BKi8MfA77vrgBiQJ7FWPcMISkQ4LRxqosK7jKwvu5/qZj1Hh6mZ6wUFcrm5kk7FUaRaGWrIR3JaXnmX9048DMOJJMyyFaCwXN9BgRxsPb3mIP/RbiUnigczP76aqag9u/T7i7RHSpggp6wj6qLqsDsl+a8ZZHF++nLz+mRT2L+eqz15FWWE+QSxYZRWrNQZIuJxTcr5f7EAu+RMgX5OoRabSY85EIIriBE1kB/oie7EaGZWHIjqBsp+QsM/nb3tFmSNoCZKSFQb8flb5xU15ZuGx30CjUZr9vPPwffrTSJrGlW++yKce+TMJQ1tkwgP3Y502jYrfZktsb/mDPHKB0Zb4xZu5wfJnkKFn6aMAnNWjsS55IROi4pr4UnDOAfFABNd0sGwgzedaxMKYKhELYVdcgLaykk9RIc8gUdwKwKc6xfDEuKIRTotoZbtzC7tmeOgvFOept9gq2lYDKWxxM67BbJeN1zaZwsFc/pLbUg1IpKQITbXtTJwoFhmtdw6lLZ+icvtXkDULofc6CL7dTko0FxD3NdF23E9IJ4Y59/avs/zTV7Hsnl9nwN/YybCNtdksmc2XYO+a1fzrG3fw6NduIR4JU3zFaZQuCGKzdFF42614jp8H6ER6bEQHzTDl7GzNfbicw8miU5adiO9EUdoyqTqlUbGYKBYBhjVj8JnFbs/MtkmlEsSlEQ63tElCT8cyfB+xbbaWbzZnMxafhL39ztvccOvt/P0f/+Dpp5/OvL5li8g+nH766fzyl78E4J577mHVqlU8+OCDXHbZZTmDL2VZxu5yZ0qbkiRjNrnHRfKyJJzvrt1foqtblCOamn9Ld89TpNMhmpvFvZ6fvwxJkvH5FuFw1KCqUQYGVxkzgEI5+wwGc7VPOjofNY7JiseTK3/uyzu68NbhNppR6e/v/486qf4TG5tRqam+LSc7tnv3bg4cGJ+VUEcSmQ7BESnKEyPv8NeX/0UoGBq37ajpKY3Bf+yj555NNL++e9zfE4kEkUiE1157jWf//RK9+w/jt2zOI90fI7K2O0O27ezJLf8UaxdSftcyihYKFfFw+CBHstmnnYnJYqXrwD4OrFuT0VBJuESHoi1YRUX55TnvkSSFqaWn4DK7SGkpmgPNHBgSfq7EbMbryNWXmVPpA2BXxwhb24aJJFUKnBa87hC/3/Z7dg4IOYJZqsgcmcucmdJPeiBGeI0ILJ3Ty3OyhQXN52MPivLkL4iTBJ7e3UPTxvGcquQYLld6MEbaACojLuHDvrpyJwt/sop3jKD8Asw8ipMfFeSzwuDZLJiYz8u3rWBOpRezcuyZ0/8JoDLazit+1/hgcBc2WwWg4Yj+MPO3afkHOaXqvcz/B9rzGNl1El17j6yuuUduBSBp0YgZ/fCxoSGcFi9O6dqcbYtq1+Oq2IYlP1ciXdJNtDZ0k0gkUGSF5g3i4Sub5MVTaGdCvoNmk071RCG9H4oU8tyzh0h2hdF1nfD6bpItYoEwVeU6zZNNAR69/w/cf//9DA0NIUkSqu4DIOFKZTIqhyQzI1IREd+n0XSNtLmKfm8df19+Do+UTaYvmcahyBznO3aC0+CgSEEWlZRQ+sMfUPBFwQk4Y+P7oOtYJtXhOvFEap97FueS7Mj0LcEIz518Fu/85RGm3P6lMScKBi0S+Umdb+w7MrlZ61b5w7YYeSmdSLGNmjOEeFRY8qDYJzOpOYT0wAk4S8T9MKqiO2BLMej3E4t1EDHGjfeU2IhKJ2XKPnm91XTHH0PvXoBrcAESJiZN/zEzOJFlm4bwGuz2ydoCJlZcm3Ncui5REz8FZIniW+ai+KxooRTBN9vQtmcdTsLbykHuon7pIpZe8hnkMSJKkcHcLNSolS0eoKnhPkL+fmKhIC3bNkOFIAdK3VspuuUWKk43460RQKx/hwd9chaoBJvGZzLyyitgyU2QXwcTllK5XGR5JDmNpOiZ58lstWG22fAWl2JR7CgGuNeidkxx4fhTJkXAoKS4r1U1jqbGAQmXaxp2+4Qjinr9t+z45ct56L4/0NPVyaWXZrujbrzxRnRdp6mpKVMKuvHGG7n00ku58cYbP3I696hJkpJpxZU1HXM8S6Q9cODbDA9vGkfEhOzsHTG47WQAhobWsmPHtax5bz69vS/S2fVvUqkRQkGx0Ob5BIG8vf1hQJRN5s39G4sXvUTVhOuxWkqYUHnNuM86mo0OoEwkEvzwhz/8r0rsj4yMMDQ0PoCyWIqZUHktFRWfpajojJztn3nmGZ544onM4NZRSw8bc6AcJna6OlAljaiU5KXnX+RoFm8KEN/nRx1OMCiJQKu0sASTKcvZGOUf7W/ZRV4kNzNmHxF/0yIp7AO5arQABY5TmHbm9zDl2XB7DdG4SAOaNp5X4SksZtEFFwOw7723SRnjItI24SM98UU552LUZElmar7Inu8f2k9XVPi9et/4jqjJJS7sZoVQIs3f1on1avmkAi568UIe3v0w3133XRxJNxNDgkZgqXRjKshtrZfsJjwnTWDssl/QLDoqA2i0jBHNep8USmH2/SNo1JD1V8muEAmjs5MisV3ncAy/wWe5CxszMVGHwgVTinMAqyxLPHHjcbz1lRPHfc+j2f8EUAFYUbGCNy4Rqe2dAzvJLzpv3Dbn1W9ldqEgPn5r7Xd4dv15tG7uor9FpHFn3/hZ5p19PgAmi4Xm3hh1g3P58vwvE7aLh+vUAxdy8e6vsntfin17T2TzrrMIh4TTrlz+F+qPfwBJypYNdDlNj0loGZgi+UjITF1Wxqe+IiKlCfl2HJ5uiieIqKqlcR5te96k+49b6P/j9oyQWbrIxsuRbDquXxpBNR1EVVX6+vp4/tlneevB+xhOi9KFUw5mOCpRu4jQVXMFccdShst+Sm/ZTaiyQpdHHHt9dISOMWnyD7N0Op1xUoWFhWIw3403oo5xEs6lxx3xvYcicTRZpnLG9BxFS4DQ0idIm4Oc0i/OdXzWfgbrnkU35zqHcMUwdTfOoaJoGg7jDi6Z9jCWrSLCnbh/Iz3ubDTW7RBR5SiPBSDmzWM4djMxu3j4nEEPOuLczT3hAZYtX4PPtxDTpf/E/oVNzDady+Ktw/j6BpjkOJMpDVmn70g4mHnb2ZR+dQGWCW6cS7J8JFm1YY5k/5+09NCx77Fx5yXS/e4Rz5e9IEHFcf346sT3adi8HiqNuRu9e2DTQ3DgFdyLIqRLNNq+KPN2w+VEoy1IkpneA8L5FI9kCZt5ZRVgz4PbtsLnX8dVsAib0QZq86aw+pLYnE5kRUHXdEwxBZfJi2I2pnWnVOSUA5BQFUjLEiRGgYqIJkW557+rQnskGy39KMon91kORzWmtIY9pmJWdWzmYgryTwB0Ojv/QTQ6PtApKswuTKOcs97e5xgaXgto7N33FQ4e/C7vvT8/0yU0a9afMmAFwGopwWRy43ZPp77+W6xY8cFRSlFHNrPZnDOF+eDBI2cEPq5pmsZDDz3EH/7wB/74xz/yr5deZktAPA+SJDF58neZOuVHGbVvyC0/BQIB1qxZw8aNguyvGqrSiUKJhnRXZrtDzQ309R1ZLyjVKe63FGkCkgDp5xUv59prrwVE2euqq66iqKgIXddQYvmYYtlyijma5c6Y3suWqwCWLnmLOUseRDbuKZutAkVxoevJIw43BCisEuWh3uZW0loK0NEt4pyYByuPmtGaViDet7l3MwGje6/CJvHKK6/Q2yuUX7V4GpMiZ1qSR/VVqirbSRhqu6quctX+OzDrCposYSp2ZMr2ACgSFd8/DnOpk8n138Zmq2DhgpVIuviO9olerlkwgcuMAXONDhnPKdl77SAa8xjzjGkQ2yWAmG+iL+c7vYiLy+qz8heKb3ywZLcoFLqPvRz8PwFUrIqVOxfcSbmrnPq8ejRdY3cyWxt9q00gN7fSjizp+FNz6YsW0+yoQdfEvIp+X5w7O3/G7Msv4Zpf3ceEs6/ixMZrOb3hOk5InIfkFSjXFehG7trNUG8Hfn8Vvc2TGBrO1oxlRcXhGGHBggVMny4clG7wHeyRSkwWmWUX16Eo4tRPyHOwqFQoJg74KxkZKSEsxzmgdAsxMyBR4+GigQG2H3yZnmgze4bXss3UCoBPE8fV2dnFztVvMJISF98jp7AaGZWoLVtKiHizUedYqzy4i3/961+kUinWrl2byZgcyfx+P7quY7VaM91MssOB7sl2PKUvu4zvNXTxUn+AzSMR0pqQJh+dYzHZac2IQo1a0vYagaos6bDw+MX4617k0Mk35GyXd5kFk8uCJElU2MT3/UVLiMnLX2aXq54R3csz5dlUb5fNgt/flcPsj5oiJOwRkhZjeGDtrUhmmcLrZ2ItzcvqP8gyFNZjmXYJ7ogKvbtg8CAFw1leRoF/ELn51UwE41yQS5yu3PYV6vp+TvFBIcbX3vo3UodNQY2O7M35v6I4c/5fcVwfslmlZcdWVFc5VCwALQWvfg2VFNtOKKT/+2nS5VmHmOqqJhRNg64zYSgLcvNGp8NKEkgSkiRl0t8g2nNlh8hAqeEEelIFWQdZgAItLaEqGibEtU9aJIgLKf3Ribiy8slwUsaaruuoRslJPoxb9V8xNQ3hARRdxhHXUEZPbSqWyZgIbhQ55VqrtTRnuq97TBff0Uxo7vgoKMhGmRZr8Ye849js8ssvz2QWmo8xEPkoi8VimeyM3++ncesWbn9zDc/3DR/1PWOBysGDB3nnnXd47bXXCAQCqCPiWeo1jaDrOkVmHzWq+O6bNm064v6SneLzk8d7QQKHbkE+FKWyspLrrvk8BaE5bHmllWmThUhcs9JPyYFvYUqUktd8LvuUToJ14tk3xwtxJrPXyOmszckAjA6rhaOL9+1YLY4nHhpCQ8XsSIOkgy5hDuahBpNEd/TnTHcHOGOiALSvtrxKBLFOSAM9bN68mfvvv5+OVfvp/sF6ej5oQCl8BVvZU1jMfpZhIhTdlj1GXaY6LUp9QU3PgJS8T09G8Vkpuml2Ztvy8k+zfNl7eL3zyb9iKpYqNxMvn8o3ppQxz8iaNHvNOYJsB1CpNOCCc1lZBjmYih3ULst2oy5x2shHxlrtxX3KBMzlThwLjo1Q/WH2PwFUnjrvKerzRPruokmCvPZ081tMn/ZrqqtvY+WhTxFKZh3/ohk3oMgSg9ZCQsaC0FgpFo51XetI+2z0rM+WWdY8dojyoMiA6OlO0umd4sxpGpV9qwn2jNHAQCjXTp8+nfPOOw+r4gRNxhYtxZx2c8GX52F3ZYdNza70ccIEUfZ5o/tEFqYE6WqbSURZssvMowUSWipATWgf7/WtZHdkM53yIDpwamoWFt2Eho5mtRGQBEDzAYrR4RGzObikRLyumcVNU2eDCYOGvouuUTksasTPPvssq1at4sknj94OOMpPKSoqynmgrdeKSbHvLlrGoyYXD3YOcMPeVs7f1sCPmrrpSaQIqRqKBJVmE4c6xjuhhFe0aJsKbPiq5lJWegkA0TzhIFJVvRSXnJnZvtwqzuUbgThBk5vfV13Fz/PP5vEJY1rL7TY8BRtIpYZwOGoz49SHJ4pFxmTykX/ZmZR/bym2+qOQ/0qNB93fCC/cgj2uIRnnt8ifhKeuhg5RvlE8Frzn1GCfW0TxbfMo+/TJTLz8MiYuvAY5ZSfl7GNw7xgBKV0nouYSHkdJmKNmdqapO7cLk3OEkN8P5/4GjIh15LhPk5Zz0+kADe8Jx1flD1IcjFI+FKK2fxj9CJOXxwKVUUulAsRTXYBOyp3VhNA1iSQJzIo4V6oioWspSMczQEX5hMizY01T1YwEivxfyKjouk5c1bLRb7ATgp1oh6sZq0lcrlzCu9e3iOnTfonVWsqsWX/O+dvYeTVHs9H9jXYJwbF3zHyYud1uTjrpJEC08O7atStHEO4/sVBoPHfkjH2b+ftrbxI5imT/2MzIzp07M7/v3bs3k1HpVUWWtsJbwjS1MvP3w7MRuq6T7BLHMGLoDfl0F1o4hRpKMtImMdiSYPMrrUSbDXkKeYTKs5ez4qR32d42m/XmQ7zZn1WqNYfvwu2eSf1Rhh66XKOE2vFARdd0BtrTII1pbHAbbcAJH5Juov++7Qw9cZDgqrac984tnsvi0sWktTQpo7Rq8mc1neTVgjSrvtjLnsgLmH3bWFD8Jr/EwQ3vnM6Zw8uYHq2lNFiDz+B8RMxZ0O6cX0LZNxYfVQXWMaeI4pvnYsq3kWwPUW8Alcb+EKoz+0x1uxSKDa6btdqL78JJKD4r6f4oyvZsV9mCiPgOlgluvGdUU3L7fBTn/730+z8BVEqc2Qf6/NrzMctm9g/tJ+aYQ13tHdxyyjQ2jnyP8vIrmVh1E9UVpzOzXFy44ZJpyE4brWUCqHxn3Xe46YnbIaWQUKJg0knG0miJ7IVOWcXvUjqJBCQOhRgaymZVnK4hCgsLcTgcnDjjQgr7l+MOTmbFZfWU1eUqCibjDfgsnYCJs/1LmK6WCQKuFOeH5hGevqCcpzoGKU70IwGayUza6SHgcPLk4jP5/iwXTlnsU7J78JsEaPIa+CFptqCazJxblPu5j8yawqLu95nXfoiLtr2XoVuOzq75sJbGsUBlrNVddy0/uO0b/Ozqm3hjMLdr4ZGuAV4dFFybWruVP73dRHufKHdNnfozfD6DJFgex1LjJf8qEeFMnvx9PJ659Mx8iOjsHUy47vwMOAqF9nNR6n7O1l/ErAtnt99Zx8qS00koEkNnS7xcAc9NMOPNF45y4sSbKLFeCECgSrTH2e0TkCQJyfwhUbmrGFy5mZIlzhuY3VdGfsCIkhqzImPuEyop+MxULBUu7NMKkGQJz6JavBZRthnqywKVZLCFiC3XGZeVXZz5vapKEF+dJREmX9SKv38n6eJ6uPYVuOZFAnVZafH0gIn2d0tpebOCxIgVbzTJtG4/Fb/5O0ucxUztGSL4+jqSnbmLjdc7D0VxYDbnYTJ5kCUBADVzFM0RQ9WjSJKMxWy0N8ZiKGbhmHVJQpUltNgQWkrs90hTknVdJxocIRocESBj1DT1IwcbHsm0MdmUjzXd+Cif159MczASpz8pslCjgxjlUTVao5Slq0l+15W72BcXnUFZ2SWsWL4O7xiwAeSUwCQpG6SYzdms3ygJ1e3OFTf8b1hFRQUWi/jcZ599lqeffpp0Oj2OK3KsNgpUfMXFPLr8HGJmse+5rfvZ1nFkYbuxQGVsdmX37t0ZoNIdMZSxSysp1oSPjcfjxONxNE3j9ddfZ/PmzWjBJFooBTIEVHEseVYRWEZbRxhoy97b0d0xLLoJVdIIelMMBofoUAQQCKSChIgzkNLYsCrFpIp/UzXhuiMe/2hGJXSEzp++VuHrZCVbWrL5xLk1pX0A4ngRXZuH2w2zb0CXLKAYBP/oFtKSkb0cwxuxamLB3+fOkofv6L2K37R9jYsHz6TQJJbznnAKXfv4z1OidYRSJDwWhZSqc+vKnWATPjERV1GQ0NAZ+vcBAs82ogbEdRt5tYXf4+BqLHwaC6ZCO9Y638f+/A+z/wmgMtZ8Nl9Gzn7XgFgI7zx9Mj+//FKmTf0xkybdxWBsiKkV4qIPzp5P15VVJM3ZC2sLiEix39WGu0ggcknJApV+p0D7Jq0AkFCiUfZvOY6DB0Sbmtc7gsfQXykodyEZMKBo4ngtgI6OvwMQsCwjmJ+PSTYT1cUCsKVA42f+IQJz86mUwyR9RUTqZ5Moq2Z93SwCdjsflLl5aapYqBzlNQwaQMUz6redbh6eUc3pBblAZbLTxqTiCSxp2UdxOHDEc3m0yOtoQEUxm0kct4yU2cKhqIh0/jazmjMKPKg6fKdB1J/rHVZe2tFGuUu08Hq8xzFl8vcBiGtdFN80G6VY4VDDT9i46Rxqa+5k9rI/MOkzX8Jkt0E8SOrQi+zceT1FoWe5ikc5CVEyanZMQJVMnDy0kdl9D/HP2WEiJgmrRdSxHbZaHO8twhLK1u6PuSvllG9DcRYUOCecRtFFr8Bxt4oXmt/9yF3kl4l7JCjtyKSBu1ofQpcl3FGJhQueZu6cv+P1zKG09ELy84+nrvZrmUhPNum0Dt7Ce+8vZMvgvTRqGxkOiMxU59oS9jw7iaGDeUiHfFzqOZllDR0ouk7wnRC6JmrOIy+8R/99OzJaLyCGzZnNeVitRTgcE7FTg6QKx5kyi6jOZPZhteUjyzK6pqFqaSTDeUYdCmGG0Awirsx40JeMRQkO9BMc6Geou1OAlVRUzCXyN4KaRlc1UoMxtGMQgxrtTjoiPyURFhOkI4cB7tiwKN9Fc2dDabrOYEosDgPJFFp6PKFbd4pyhKSl2dbZRFj1GOfOSl7esg891unTfoXTOZlFC7OdSVZrMbNnPUBR4elMrBLlTZMpm/m1jAEyh1s8nGKg/ehdMWNNURTOO+88qqurAdi3bx8/+clP+O1vf0skEvnwNwMbn1vDn3/1R/71z3+RTqczQKUDEzGThaEzPkXamDC95zAezPDwMOvWrTsq16S3t5fYcIQkaQbCIqNSVV2FCQW7Lu6/oQE/7e3tbNiwgVdeeYWHHn2EFyybafMM4x8W78lzCZ+948lDtO3LknxdskyhAXq6e7rHqfSuTg6wKSLuo82vHLmpAsA9JqOiaemcLE/HfvF50higYi8U/sYq57aSm8tyS7oAS0qXUOY2urv0FFsL36OxuDGTsR212dHJnJRcwlUD43V0TovPwK1I6LpOf1zlhXu3Ex7OEr8/Crho8TSprjASErMNLsxb+/roNJ6J76eNdfAo71+AiZvzvJgkSQxn/BgdPcdi/3NABWBmgYhK9gzuyby2vX87q9tXo+s6n3v9c7zQJdoI17cM8kZX7hj2orBw6HJxisJiI3siZ4GKpVgs0IrmwuK6DElWMI/4CYeFY3G5AoyOHfYWZ9OBhZW5XTWp1EiG4Pn75Jl8Z46dvyzzMneWaDHTCrPp86JyK4myiYBEa0EpbQXZ6H5vUR5hi40uGfyKACpuo6BeVZDPecU+zLLEPZPF4nxWoQdZklhYszB7MEe4r4LBI2s5HA2oAMx25zLWq+1Wfj65kgprNv1XGQfSbZhklWjKzqY2S4YkmE6PkEqNsG//1+no+BvxeCetrX8kL2+piEyH2+DBk2je+EUSyazzOzGxNudzb23/N+x7nspYK5KuYVOMydUvBkn3JCjoPiezrd1WyTHZ/Gvg5g/g9h1w5VOCJ2LzwmKDQ9O1JUMqPZoVVApl5JjvEMF1Lei6RufQqwBURcvweudRUCC2mTH9N8yb+3dk2UzVhOtItWUJ4rqeYmRkK23tD2TmqoS6nIxeyPwhP9H3H0YCJEcBksmKki9KEOqQIGjHm8a3G2f2n1RR0nbjs4QjNyluJEnCbEylTibiyLrliO+XYsFxmQt1zMyZdDJJyD8guC3oYiJzoJ30UBw9nibt/3CZel3XScTENc2UfRIh8DcLkBIdFJoyI12QGrOvgLFQjeQODoxF/EwJHqIs0U9tpBVpTLlHB/rN+XSYfCQNQuGD+77P8Xs7kGNuFi14LpPRiasaySMA/LKyi1m65LWcwXqSZKKo6DRmz74fs9mXeX3O7IcpLb2Iysqrxu1n9Lu//KedPPWzzXQdOjovZKzNnj2ba6+9lssuuyzzWjQa/UjeSiwQ4Y0d79If8dPY1EhDQ0MGqHTKZiTguzMnoc2YC0B/S3axT6VSPPDAA7z11lvj9itJEmZD+HFwZIg+WdyLeXl5+CYYPkwX95m/rS+j2wTQO9TPgBzk3cSuDJfOYrSRW6JpYkHBeVHMMqXFdop14bu7urrGAaagZYjRvNKHAT+RUZFIJgd4590pbN3wPTY838Tzv93GppfEd5aULAXAXiRI5T7fEiR7Fkir4fEAXJIk6l0XAiCrISRgr2MvHt2OPGaJvrX3Cr7edDVX+M8etw+bwUkZUSGlQ9ehAGtXNtDXGmTlL7bwl1vfpevgke+VyPZ+un+wHnQwFdr54cWzuPGEWvKdFvaouccrHQWqmMuclHx5PiV3Ljh6+fz/YP+bQKUwF6g0jzRzzWvXcMc7d7ChZwMdoQ5M9lYAtGQJetqBPIahXmS0sp06fxleo/VKMsormsmMzSZuPEW3YXVPZNrxp2IKDhGPeVFVMxAnbMhol1R7mHlCBUsvrMViM6HrOr9o7uHRrkGCod1oepJ4soRDiNTiP50qFbU16EB4TBakOb8YHehz5/Fe/VwArvRYqAsPoUsSzUUTCNoc+BGo3mNoYtjdWYB1TXkBT8+t41dTxPdbMm8JWpnGIc8h1OUqX/ziF/nMZz6DwyHAxvDw8Lgx8aqq4veLaPRIQGW+JxeoVHWupcJm4fn59dxaVcy/Ztdi7o0xwS2yK53hcp7Z3oWiODLDudZvOI3+/lcz+wiMbGb123UEAltg1Q9gqIkRj7gGFXbRXTRNz5WxX6YIp1M70o6HEWRJR9clNGP9qZiZddgfpnp5RMuvgclZngx51eJHS0PLe0d7FwAu52TMciG6kqRz8HxGetaR1MMoaY1iW5bwFtnaR3hdF+FNPYTe60TXdRzWuQzu80FkChMmXIckjan9JipJBLKgoSCclbRWfKKrQck3WjLDvejJMPH9uVmFsaYlVeT02PZGKRPtmw0l3VQ8hixlwbRsRG2mtI4U6haZC38jGAu3apQazFbxnng4jJYYE9EnRtATueJxR7NkLEp0JACAzeUS4MTfCIkRAUIygFGHQJsATVG/GOaT+ZIqKU2jPxbDGezAhEZxahiHlkAyyC8d1hJ2u+rpsRYxnFKJGSThPDVEfiDFyZtbcDULMvwjnQPUvreLSe/tZpU/SFzV2BQIj+G8dMOOxzMf73bk6iWNWmHhycyY/uuj3pc9jSP0tYggYseqjiNuczSbMWMG55yTBemtY8TSAMLhcE7bccOmfZksGcDOLTsyQCVisTHVaaPKbmXCJCO46ushmRTXcHh4OCN0ec455+SMNVi8eHGmI8kfC9AnBwDw2Yvo9cfxnFmNSxf32VDPIB0d479nSs92H6ZTYluPEcnXzi3ixt+fSNVEN0WjGZXu7gxQOe444TdSNj8LLxHk8tBQ/IiZh2QyyZYtu7FYsgHNSOzf9Ibuor87C2inLltu/KZj84lz4LHMouL7x1H2TcEB0yLJI35GLCmyurKWDQ6XLRSBZFAJE5KjFKfyc4BLQEuxIZxGGxMMRGzZTGbTtgGe/sUW+luD6JrO3rVHLssF38ryZqw1XuqKXHzrnGk89oUl/FZO8DYfnd00FTuQbSbMRcc2bPLj2v8kUJlRKKKWvf69vNq5ncs3ryOU/3l0FFYeWgmAZIoimQUa/8qs3/LOp9/hm4u/yZdm3kJxTCzki2bNIu0yEZQ0JMnM7qKLGK6bh2ykk487ZxqXfWMhRVUTkNMppjos+LwihTcyIhjZkixx4pVTWHBWNQCbRiLc29bH3Yc6+elesajtslRn9PbTwC53PqunLiBiy9b595dV8/T8k3hu/olErTbyIkG+OamC84wWr6ayOjryS+hH8HVcFg1J1rG5ss5OkiRW5LkpsogFzmq1ctLZJ7G7YDeH4ocoLS1l6tSplJWJB3f16tX87Gc/Y82aNZl9DA8Po2kaZrM5U94aa0vHaLFYtQTOdb8GYILNwnfqyjk1381re3qp8ogIqSNUwap9/QxHklgsIiJJGfN/6uruoqQ4m0UY6H8DGlejAxGHACrl614FXSduU1iu9IKuc02pi8Tp36S7xMo8bRt/5EYA1JQNSVfwnlODZ0UN06b+Ap9vMeWHiTH9R1ZvAJdDQpaaYLcg1x7GhZAkmekTbkPSdfpL0zTv/wkA+cMp5Hzh7JM9EYZXHiLwUjOBZxsZebWFVFcYd0ERne+XET64nMn132FK+TOEW2uId9fTv3Eeo9kUSYf8SDaLIBtARbK4kA2ejTrUTPi9zSSamhhruqajpVRQdWTVhsVSjKLYsFiLkCThBEcl/5OxKJKcBUdOZz1ORy12dUyWJRmGoAClo63EVrsTRRagPR7LLbHI0rGVM1IJ8f00i5kBWUGLjYkW03EBGiVZ/KSi0Lcnm00ZPbR4iO5ECu3w8hDQaylgwFPLkNmHPsZNDpvG3/Pq2nvhwKukPriPE4c28tDub/Dr7Zu5YlcTF2xv5N0978GrX4cnroTnv8j8nSOU9sWZ5Pcd03c93Ha/m80udOwfIhH96IUkuqOfwEtN6KrG4sWL+cxnPgNAW1t2kXq1f5h7H3qYP/3pT3R3i0Wt8ZARcGkiaGoY0zIctdpY4BHgdXppCTGzBUnXMhyUURXgYk8BM83VlJSUMHnyZKZOncrpp5+eUc4dliL0GkBlYL/Oi3/Yie24MvLLhD8YGvRnMiqjmSvZKIvouo7ZbGZwQABQp0nigi/P4cwbZiDLEupwHK9RSh8aGsoc+9y5c5k8eTI6Ou3De5BkCU3ViYzkAuW+vj7+9re/8tprr9HTnfssuyt2UDJPNB3oWgxFEj7f6k2iWDXQFMwBUfqRXUZQoYlxAYdbu6E/4oybyTc0iuLGPLQNrl38ufhp2uUBVpl38a/ClwFoikn0pXXCY7B3xQV1VE7Nw+7OBjFWI6PTtsdPLJT7/XRNRx3K+grbzGz5alqZh59eNpv1NVnwYS5zgEnCd34t7hMrcS4uRbIqeE7PbfH+b9snJj7Q3NzM008/TW1tLc3Nzdx44434fL7/87bHYpWuSorsRfQm4foDYXRlFrjAlGjmrbZsGjLfG8E/WEg6VooLDxdXXcZgZ5gXtO04vRasXgtfXn+IEU+ahUnIsyewjBkiWFFdQl6pk/wKgbQ7tqynoM4HPhgZ2UplxZXjju3dIXHznaC/zaKUkHPuRKDp4zUT78tpfto1DCUTQNdZIadZq5vxu7LZlfq+DpY17abw3OO5efkS/rZmF31OG321M0BPkNTAIoPZlcoBKkeyCpdoLesJZ0le+fn5NDU1ZZzDO++8w3HHHYfFYsmUfQoLC5EPHx4XD1K65h6wiGxFQrZCxwYI9oBHgJ8dHQG6R+JMm26UH6TpJFWNl3f3MNtRkZGpnj/vcfLyFpNOh4jFOwgGdxId2oGWGGGwPB9NkZBVHXdYxRlViThN/Kgmwb6B5yjofZJ1ehqmuCkgK8CnaTKmAhvuE8T1Ki+/jPLyy/iv2OQzYdMDsO0fopzRvU0sjDUnwGefBpOReXjlaxRufojiqS76im0MS+L4CoaTMEtkPEKHdQYARHcP4i4Ujjs87CcZj/HcL35EIjoKZsV+jiu6AK+lCLu0l8ROodeS9+kTkOxlRNb3oOTXoYV7SbWtI7ZhO+G3TEzduQMQTis1GEUxOogkq4LNVgLkdp+YbTYUkwk1nUZLm1B0F7JuR/LYBTMlvw6CXWiqykg4iVUdweEpy7QSE9WwynaiWoh4WsaugGYqRkn3IxNBw5c5HiSIh0JomorN6UI2mYioGqrBT/FoEdKRNClUrACSIko+ABY3WN2ie0cfX45JRfwErGVMSo/nafRZCpHGB77EFRtBSx6Dvrk8Mv07/GXLbdgH9sMTV/BFYFTX2Lnnx1w6514A6t+4HcKtmX3kjaTIG0lBcgOcMP4zPsrGlnvUlEb73iHqF314h9DQE4I7ouTbcC+voKpK+JzBwUHC4TCy3cHtW/dzlZGleuGFF7jpppto8wuQOb9oGlsG9jEgBzPZjajFxny3AK2TXTb+6fRSGRjg++9txD/Rz0UJsS/7sMzQkwcpq/dxydJzwCRjMpkyGdlhKcyALDIJ5qTwcy07B8kvzId+GBjxE0lEkGU5w5sbm+WprJhA/8YouseGjERZpRvZkH9IDyVwGSWklFF6lGWZwsJCTj75ZA4dOsT+A/spzV9ILKBy/8P3sWDhfJYvX85LL73E7t1Z4mp67FgU1yJC4c04ippA0kjH3mfnWyKD754gWpUt0RLUIQHEJUVGdprQImm0cArFlVsy7YsnARPuqExlpJIh2xDpngiQT6u1m6m1c3kzIDiXb3rfZ4fUz/GBq3HKOgfiKjNsCnviaS6cns+nFpcSHo6z7b6dOAJxai+t4+knG0jG0vz162uZf2khDd07uOCCC3AmjeNQJEpum4e5NJdDc9G8Si6aV8ngP/YR3+fHd1E95hIH8phhiL4LJ+VqtnwC9ollVC677DLuuusuLr30Ui699FJuuOGG/8q2x2KSJPGnU/9EouQr6Ep2oY56L0A3SH53L7qbzy8QPex7ukZ46qeb+ed31rP7HbE4l0/Oo6E/TCCRRpdgsxXMplyH5vWKhyq/PCuM07TOYJQP52qEJBIDNDf/nt6+l5mot3ATf6IYEXl0It7/s6WTcBsPmIzOObvXs2zb+ywZFPtUNJWXZkzg0r5mTl4wH0mS8JpNfG1iWeZzCqKD+FWjjcyTFGnxD7Eyl3jvcGKYaErU/PPzx5P49uwRD+GoaFRJyREc4+ofwfr78KWCmPUkJ2urSSsS8b2PcajhJ0SjLby4sxu7KUalIS9dUy7Spbs7A1RX30xBwUksWvg8eXkiVWoyuamt+TIAsUgzBya72D1JnCNXJI10xk/JLxdZl96GO8kPPIauH7mbQUPHXO894t/+z1a9QiyMAPuez0bvLe9Bw5vGAWiw+SEASvqzkY2k6xQOpSC/lnhTgNje8SWZ8JpO2Csin97GQxzasC4zPHDUXCYflc4peC2FGT4KgPespbhPMnhXxuvpHlGuIJ0m0ShAjp7SGNNkgOI+Cv9EkrAb2bRoJIQpVoCScGZLHIoZ8qqJSF4Sqolg0ooeC6AmU8b3lTEb7cspTUbXrWhJg6wnjYn4NJ3osJ+RgT5C/kGCPa3EA520RSKEjX3t3LOXn//wJ9hKprLgrCtpDgDOIu6+50Gkwjouu/ZLbNud7dTYtns/C866Eh1wpoK41Qh2LU5zWyc/f+RZnn7lbX78yAsEA4FMMsyQm6HSJs5HXLbyrSlfJ1GxiKdKzjriOVoR2I6ka6DrVI4BKTnWuXncnKSPsmgwSSwkpppPP15E610NgQ99j5bMlm/jxr3lcDgyyrV9fX1sDIQpCmUBUF9fHx+8u44RPYKsS3jOmUexqTpnvxGLjbqE8DWlFjNqnvAbEw7tZvK7r/Jyg+BuOA2gENnYy8CDuxn48070tIZJFYvioBxCRUNSzSiqAD6NW/vJMzIqAwbgUYxxE3Zy78uW1maGCrcSlMU9Map0q8XS6PE0JhQ8Y0rgRUVFKIpCWVkZpaWlaJpGt2kTw4VbCUdCrFmzhpdffjkDUpzpBHI8SmfHTNJpM60tc1mw4J8oihPZFKOkvg01JXSQvKWFVC4Tft0aqiLeGMicf9kAJ+phWY1kWiNgAG93KkaN2ZgwHxCZjCZbJ586/lOcvfgUAGYNzSI/KDIYBSaZDoKsCqVpMfVw6K8b0NMa5uE4tZEkbnOKx955iqCUFdJb++pOmpubefHFF0n1GKCqwjUOpIy1giumUPr1hVirPDkgBfjEQQp8QhmVwwlatbW1rFq16v+87ccxh6OWiCkBukpez90kK35GxFRE3LmcpH0ufwzM4G6jnra7PcBUI/vbvGOA9dYUrVqUucaEylE7kC6myCIePpvNlil9eItLmH/2BWx77UUi/XY0VSKe6CQ4shuPdxbpdIjNmy8kkezlbGQ0PpWzX99IOTeUuah32nhz4RQe7R5kpt1C164Uw8Egs/dtIz0xzFKbzKLiBSz68pdz3v/5ulIinSGa2wNMHOrCP1mmzKxicX90RsVj8eAyuwinwvRGeqn11TJjxgza2tqYMmUKkUiEVatWsWHDBhoaGjLtywsXLszdUbAbtokZJc9EX+XlgiQLUy+wd6obpf9R+mJRuruf5rVdP6DO14IkadjtVVTZJwLDtAxG8HqWMXfOI+OOscFIkUekAJHSbDnMWnUqzL+V6uQQPRvWZ4bgHc0aLZO4xR7lpVCUWe7/ci3VZIUL/gBPH6G9seFNqDs1h2ibnyjAnEyQsshMa4hinfU59OLpjPxhBwC2KXnEDye/7c2maN/4y70A1M5fRNeBfaipNMuKLspwrcw1dRRMuQnF7UYxspOF188k1eel8wu5M01i27ZhnzhRCLsZJtlMSNajt2vb3V6iIwHSyQQRJYjL5EVPa5kWb13Xc4BUMjiEpopjUyQNi9yNLFnRdImUZkWSxKBICRVJ0dBVGS2tEjEifIBUWscbHaRaCRNMC6e/YPY0ls+rJzASYsuu/dROnQWSxOWfu4G6GfO48cYb0YLdEO5j5curqJtYwbbdB/CbvRSmRqiJdSIBl910N1t37gVJYl9DI1++/VZ+/Y9/AVBhtZBnVpAliVGmRFlaYonXyXcm3c7KkjMJmN2s3Zwrb7+16bv8zr0i98Rd+BeY/Rn4zWTRkbTveZj96aOe58NtsHO0NdjBxBkF7Hu/m+6PINSOtpECJJpHCLzcTOeKEiHQ6Pezq6uHHZqN4lAg532r3hOddFXWUi7q7mdkRQ13rm0joonnrK5HwluShFoBXpdUV9HbIgIZRyrBlF4B1pMWB6RzuRDpwRiDh9KYdIWEJACGNVFA+SQfPY0jdOwbYupxdaBD2lD6TqVSKIrCObH5+AmxWR0kYhelHE1J8IHpAGfGZrJpy2YmUo97mwAEsstMXn4ewZDI2lRUZAXK5syZQ29v77hztmuXyF7YOhqRwwFsFhsJ8zzWfyBKZoHhETyeuQwPryNv9q+IRvNxSKdyxm2fZvOW9wGwUAJpjfjBYRyzClHcFtJ90XFApX0oim60FjvTCWYUzWB9ch0lKQEke51+5Ae6qIyLjE5ZtJyCASHnkK6IEYzsxRIrIuboYU9/DM+L+bzbvJFeyyCapBFJJsAdwqxYMIULMKVE8Nq5f4RVLc3UqzqlR+hGGmuSWRknyf//0j6RjMqqVavGReX5+fls27bt/7Ttx7HREkuFEuS00ml8uVrcnOH860g6FtGWkPhTQDzgbYEYzSbxMIQlnbX2NCub+vn3RvGgFcpigWjSCtiefxK33HILN9xwQ2auhCRJnHztjdz5+IssPOczjLSKG6G5QQwAHO7bSCIpHgYFjXP1F3KO9SebfHx3guAO1Dis/GBSBZdWFHHxxRchoaPoGotaD/DF448sS2+SJe44sZ5fTK/ClezHnxYI1+L5aKAC2axKd0TUpT0eD5/5zGeYN28ekydXUlW1k1AoC1Jqa2uz0tzphOBhbHoI1CRUHcfkc+5mYUp8x8ECC31ukalR1RAnlL3CCZXCCfhaGqkJici+ZTB6xGMLJ9Jc988OVG38rVpYKkiBFks+06b+HI9nDoWFp1Fbeydu1wxmzfwTNdW3ZbaPyg7iwK9bxzum/4rNvBhu3pD9/0Rjkdr2D/j9HOg0BO7c5fClXdRs/gKTNp9N8ZVtcP69pAfipHqjYJLIv3wKrhMrcS4qpeRrC3GfWoXV7MRrziUwT166gmt+9Ucuveg75I1RMrVPyqP4jjsouP76zGu2+jzcK2bjGUOmBAi+/gbJwQh6WqRTzKVOzMacj2gyfcSfhAaWvBJiKY2ReIRwMkkwGKO7vZ2Bfj9DQwFCkTixlEYspTEUThFNqcRSGiltkHg6SVpNEUtpBBIy0ZRGVDMTTWlAjLTWTywwgKbpKJKGJIGmS/THXegJDfOohopRArjn21+mub2LBx8SGasnn3ySG2+8keFUmj14CbqrWHH1bViXiuxbvzFpXAKa2zpBVjI8samT6tj47juZ8+MyyciSaP0sj2pYNPjyrghXlhWQks1s8c6k0TG+Rl/etZZfHfgFAD22Eg5dupLErMt5YXCEQ9VGJubZG+DRCyBydCXosebvFOCvoMJJeb0PJBjujRINJoXc+hGImuqYNlWA8NouPrO5gbdT4pn698FmnmtuZ26H4KMcLMmV6S+pqSeQVtElibVTlrGhZjp7yqZy+g6N4Z7sc7vAlDvx12SU24bs44OCwMFhmrcOMT+ZnbMjqzaWXTIJd74NNa3x+gMNVKaymdtp06bxqRMvJE9zUqeW4Bipxx6pxBYpB12iSx/gr7Z3WL3rfZ5b+SyRDaKcba3zkZeX7UQZC1QWLFjAggULxh0fgC2uYDakG0rL68jrX4ocFyT19ubmzLR65BTFcwepnD4zZ8CkvUBkvOIHBedOMXgqo5oqo9Y6GEE3i2thSyepKqvkK8NCPLPXPEie5EMLJNHjaRam6rDGC5E1C6qcYGd0M6qcJObsAkmjWx7mte1v0xDuICTHiEgGSJU1glYRZJvSTpS0He/wDDp6oqwLp1Hzx+seHaupqf+bgOCx2CeSURklUR1uRxpi9XG2TSQSJBLZ6OBo7bOQBSpXT5zGHdV/JKKq/Kl9kBE1+5X3plIsqvaxuzXAC84kDx43hd2BMBwQabK93WL/k+Ue8iUnh9RidvdE0G1uCtzjL6wkyxx/xed44c9rgbcZGnkTTUvibxXto9FkCQ5LH4qUvbB5rWch6SZMBeP3F+/pxNLTRqKsGpfVQlHF0ed8SLKEc1Ep3esGMkDF6v7o0g9AnTOP5mGd7nAuK1zT0nR0fIOJ1bsoKOhk+/ZzmDJlKueddx7D/Ws4sOMW8vuGmFR3F8pOo5th6Zfo7nnqqJ91ZvXbmd/Le6PIDV8C7mcwnCAYFw/wa7t7WFpbwOt7eukOxIilJNK6gmLUJRYveolEojdHbry4+EyKi7OdODXVtxivn8U77R9QrW1lFeLvbwwG+Wf3IJ8tK0D+OEJhx2LF0wRA6dkJ598L968Q5M5IP7wltGLwVqC4LFjyziHVGWbkzTaci0oZeVlkF211PmSHGd/ZNZndek+fiGN2IReuKaJl7Qbe6xN6HOUTpuApLCaVHCJGdv6QtfboJa6yn/6E9HCKxKEWVH8j0Y0bid72dfj6bUhWBcmI7mIplenfe+MYv3jjR29yjLb1Rgsp3QYpsSjblTRh2QlGuSectmQGJ0ZNdixaGJ/XzW9+dw9fvfNuAoEAN910E6qu0x5LAhItuh05raEZAwZTspmAyYUvHWbV+xvJL8gCQFmS8OblsX/HdqbNnYfFuEf0hIpNg4KEhieuU2Qy8ZnSfJ7oHeI7tWUMaN+i6P2fweX/glQMdvwbmgXg2eaazPUDxTAgygmW/Gt4dwbU7v0ntKyBfS/AoiyoPNx+29rLX1v6Ke6JcZ5JSB3YnGYKKlz4O8N0HhyiYXM/PY0BLv/OYtxjFp70sPCZ1kk+HHOL6HqliUETFDqEb5jR1czU7pZM4+muyknkRUMUhwKoFg+RGZPAL/zxxmIrMJkVnUkgzFC3IR0fSbHxX53IhVY0JZcg3eV2wmHVzPhrLcxSIDrm+Ut5eime6GbCjHz2vW/4IqMUVKIVcOlZF9L2WzE3LW5ROP36mbz3uIVENI2kK8Rc2c6g4VCANCrO+gLyL5+Cd02Wgzd2/pHFYuH888+ns7WPPkMR1jM8A0lT0IffQwdk00SCwycgyRImTSMJdHe0UzNtjHifQ8XljNDS+kDmNXu+CD7TgwLcyEYpVQ3nZlRa/REw5mhZ0ikm9HmY2CNKtE22zkxmBWBhxUwS4QS9I1Hi9l5GiVQul4twOMywHGGY3JKwRTcxTapkp6kNHQ1ZN+EJZEcGJHRo8SfI1Vc/Nnv3sQPsfb8bb7GdM78wk6Kqjw6M/xP7f9r1czRQcqzb/vznP8fr9WZ+JkwYv3CnNZ1QWuX9YQFUTsoX5RmnonBJacG47acuLsOjSaQlSJZaGcobj93K5CALTZ3MqvCg6bB6v+hSue3x7fzgxb3jt59wJom4BV2K8fj7z9PRvx6ApztPZjfZFtSa939J8aHPIDtNyLbxn9u5fy/mwCBT3Dau/+KXxv39SNZn9TOQNtB5fgKb000qNcLefV9lYGB8SW1w8G3OlN7lU74UP97wY54+9DS6rtHX9zIdnX8nMCJk4V3uISZN2sjFl5yNzZZmz+5biJpidFbYaWn8NYR6wFGAXn8WPb3PATBlyo+ZVHo97qSNubtzyzKlfXF8wTQePUihUbttHYzwxX9u5e5ndnPir97l568d4NH1Il1sVbJRiNs9ncLCUzJdKB9ledYf8VP9Rxwg+3B+/WAn/+4ZD4b/K3bV03DHLiish3N+BS4jKjT0S/CIiM53niDPRrf0MfCXnSQ7xD1rm3ZkoS9ziRPfGdWUOeqYX3A68wtOxyELx5D2x3K2tdb6jnp4st1O8de/j33ZHcjGsWiBVtA1FJcZNRxGDQbR/49S6/+pJdRct2RR0iTNuZL8utH1kTB4QVHZxsJLrmbGvPm89dZb1NbWMpjM5SppOthGhah06LEWM2j2ElBtIqNymI0MD6NI2U4TLZbdn57W6P3VZn5cWMDKOXXcXFVM0Sl3wTc7Ydr5opxz5ZgxFEW5kvtJ2cI/5n1TaPMADBx9YGAkrfLHtj4G0dhXZWVnjZXiicKvVUz2AfDWI/to3TVIIpqmcWvuOAY1IDIqpiI7zoWlBC+oBiBgzwYxiq4z5Ctgfe0M/E4Pz807kb8uP4eHjjuFW/3jn5M5UZ2T3CYmdgTRVY2ephEkXSZvcAET1RMygn9pWabR56L41rkU3zIXeWkZCRkuWeHk28c7WW8Rz4QkSaT0OIFAgKrp+ejoRB1d9DpF0DhB9dJ93w4sCZWopmM/t5bJi0q59O6F5JU6WDhvCZNLaylTfZljDEhRXEvKkGQph/h/JFmF008/FXQJW7wEa6IAS8oHquADKLZFSLIATA6TyIrsOnCQ3vZst5iuQ1/kpySTgxnZAKvXACqGJpDisRrXIxfI9Y7EMxkVu6Zi6c+WYNd5d7B8RCgdF986l6Kb5jDULd5/8gXZ8ntxcTGlpVltrVq1hKmKWB8XpyfhSzpA0kkbPEtTWpR6og5DJqLl6EH/0SwSSLBvnQCAI/0xQ2RuvFDif8M+kYyKz+cblxEZGho6YifPx9n2m9/8JnfeeWfm/8FgcBxY+czOJtYakzzzzQqz3dm62qUlefy1S6RYLyvNY2XvMP8cCZLnNkEkxSAqm1pz670zfCnc8SQBewVnzihld1eQbz+3m7+820T7kEh73nLyJIrGTILUJ89mXfMKTuFtDrS+hLusDSfQ2ldJh7WGWRW7sJiLsFkrkRwyXqN1+XDr3L8HCZi79Lic1OWHWa/FT09CRtfBlpdEsSU41PATenufp7f3eU45uTHjeHVdZ+euG5CAE9xpng1YuG/7fSy2h2ho+Mm4fZeVN/DYmjNYXnsVSSm7MI64DOc/69OE401EIg3IsoWS4vMwV3iYOP1bdLr+zdqWl1lRsRFFhclNWdRf44HBMPzklf1sajnC6HgZ0k35mOqGeKntZk4dPc+6Tlcghttmxms/+jyJUwbN5A+/TrTyJ6zvO5OHS65FBx7o6OezZfkfT379WMxsFz8gFqK5n4V7Z4vuEwCviOis1V6sk3wkGgPZ98oStmnjAfWomXw2fBdNol5gQdL+ONZqb8YZOhaUYJngQvEcmQibOcQSB5JiwXnK94m+/0s0IkhmDXSVZJsoeSoOB3t/eMaHnh9d1wn7h9AiSRTZjEmykFAjKLIZe74XxWkm5Y+SiraR0mRsSgqrooLZBakwIc1J1CBk2uxWvPiJqjLpMRUMsyITtrtxpFVsiex9p0sSaXseOJ0oJjt6NEn97Dn8/fe/Y9WqVVQdt+Lww6XIEBkzyxJJzUyXtTQjXZ5zfmSJZChIrcOa+Z4ZoGKcDzWQILmqg+OvGANCrGMiSpMVPv8mbHuUs8/4Fle0h3mhP8ASr5N3hkIcjMRhwhLY9g96u/bw1Z3N3DttQkY+YNTe8AeJjSnpNC/wMmG6ALMVk/PY9XZnzvYfPNPIYEeIk6+eismsZDIqpjwb+8MxHrOrEICAI3usPZ4CtPmnc++cKvb/ZQe1UY1/Fyk8PgNSR7j89SEVrwH6wg0Buo3yhqybiA6AV5lHoGCE12cVkXRasFSKzwpu7aPVLdPulAGZotIyFg4P4Mn30tPTQ3d3N1OmT8NRGWcw3ZQhd/t0J1IoSULT2e+xcYExodxX4uDKH4iJ0/GGCgYf2cNL0hb65BECSgTrJB8A8+bNY/369cycOXN8tyIwaWoNX/3andjtdiLDKV7642b6hkVwJY8RcivLzycQCpJIpdi+08KkaXm4XMN0d0/BYo5TXhFC19Ok0ynsBaWkGEYLJdGSKiZDkys9kBtUDEWS4BLHVOX1kd4v1pXSry3kV45FDPxIBIumAjt9LUGScRWb08yC42fiK7exatUqTj/9dFpbW+nt7aXUXsDi4UmUnTuNGesO4hsw4zfa/pPWIcxpcS1MphgxRxeOaAU9TSMkYulMK/ORbP1zjRzc2Men7phLXqmTfeu60TUdb5EdxSwz1B2hZecAs046RgHNj2GfSEbltNNOO+Lr4wiYH3Nbq9WKx+PJ+QEy3QaN0XgGpAAsMdlo2pKNLuZ5HKzwuaizW/laaT6KIWYWMmTy32oc5ECPQJa//fQcCpaUcHB2EWlZxldRxxkzxMOh6WRACsC+7txswTO6jS1BUfc8acIHOE1REqqFznAFzXvL+M2Wm/FNuI+yuxfTcZVOz4TxaDYRjTDQKmqKldNmjPv7kUzXdXoVP3FVIjYovlPX4B/o7X02s0002sLQ0AfEE70cPPjdnPeb0PHH/bS2PZTz+t8GLawLixt4ouKnofE+AIr8wnHH7EY0Ou+zDAyI9u+CgpMxmz10Dkf5xjO7eCI0l+caz2Vr63yWbB3CPGYlqjUJ8HgkkALw3bJNzOwc5Mvv/JSXG6YRN6Tff7eqgRX3vMP8H7/Fusaj1/hTvRHyIpVYSTJT3sGNm5/CIUs0RBOsC4RBTUH46LON/s8mK1B/evb/nmyN3D4me2Kt9VL8pTmYvB8+0M+1pAznYiNaG4qjhpPoxiLq+1QdrqXlH/Z2QDi9vMsm4zmtCu+nBPTTU0m0+BjZ7WgUm5rCYTEd9cdpNVNcVkxxaQl5Hg8ui5kCuw+f1YktrYvtFBM+m5cyZ5I8m47DZsNRVo+jpJ7iCTXk+TzYzTIKGnZvMaqedZZ2RSehF5KSZEY8+YSd2cVVk2UcJgWsbqyKifUvvcCZF1/CXT/+KTfedBMx1Vjlxiy0XoPsW223YFdk6hzWTLCkq9kM0vDQENNKi3EYnSZaOCUefFlwDUZ1MWI7B0h2Z33OOKtaAhf+GdmRz++mVrF/xUzumCgybIci8UymRR84yLa+Dh7fuJYdq9pRxxzLC8ZU4h9t/zevb7uRocQg+w2dnHJjIT7cDm3qo2WneCZGOSpxGU7ZfJDHjUziyQPZE7Orso5JewO4/rafxQEVX0Kjem+M04ez21xLlmsyaYx4x8jf91K+pZdT3CZMRmbApDqoD5XT4yui3yqzdUQEJm+lEjw5IQvEtldNpqKqMsMb6enpwWxVsNfl+sRRLZQRi8Lpt889Ini2VnswFdrxaSJbEC7UMplqj8fDN77xDc49d7z8/Ki53W5MJhPeIjunXCX4Xs68fNyF2SCxum4i9g6RBQrFSulonwVAXl43w8OnsnDBU6TTRmbUU4pkfL46FM/wvtL+WI7o22AkmcmoTLYUgqajeK2YCu1IAYOL5TAh2020G3L9ldPykGWJ+vp6vvSlL1FWVsbSpUv5xje+wU1fvYXqGxbhWVzB5IsXYp9WgE83MiiuNhJWcV+UlepopjiyTcwG6jpwdFJ216Fhtr3RTiSQYMurrWiazj5DQG7ReTVMWiDOV8/YoOu/aJ8IUBkdKz5qzc3NLFy4MJMl2bZtW6bb56O2PRbrbQ7QdWiY1wZyAYN5TR9vPrJXzGLY+nek1T9i5ewa1i2dRtf2Rs7es56ywCC6MSVyzZ4+dKC22MXcqUV0+UyE7U7avCVMqa+lvtjF9cfX4PRaqajysGKSQNq3b2ri3C0HGXhsH10vNvJU1xAH+upoHsnOkHmp6UxUXTi9fUNT+f7LMXYO7OT6N6/nutevQ9PF1Nbtb7xM667tNG/fgq5r5JWV487PIvp9/n0MxY+8oI8kRohKMSxpmXC3uDGHA+/mbLN331fYvuNq1q1bTlf34zl/O85dhAmdZCr3hj0YV1g5bGF7VDgYu1kAhWKbSEkmrApq+WwonUUwJGrweXkiyrnv7Uae2NzBfWtaCCR8qE352EuXw3WvwZk/B+Bz0qscX1/I1GI7i/Nzo403K//GVYP3Ui4HsZm9pDWd/QaYfH2PSDuqms4zW3OjSoCUlqI92E6qP4olKhb2wsIOjl/wFEuTrQCs8gfhmetFF0bv7nH7+K9Z3SnZ371ZoGKbns2euFZUYJlwbDVexeAgqENxUl1ioTQV2pEtx1YOA3AuKMFz2kQ8Z5wEgB6Pox1Wck02N5Me/vCuEkmSUNxiGJlSbMFkjI3QEypqMImeVNF0H7q9CJzFkF8rhNhsHiSTFU+xWLi1tErCnCe6fyQJr6UIq6mUHmu2tTRuzS6WsqbhMKLjQCDAUHs70+bO48rb7yCl6dz7ve/gNMlUGhO2iy0mFGOBcygKk502XCZFBEuaTqonQmogSnokATosmDtfnONQMjM4T7abkUwyxTfNwWxcq/4/bCd28NjKiFZZZrJTXLuuRIrP9xqdHMlB9n9wAbevvpC1e//Mue/toy+RQtd1NgfEIn9j8AHmhg5yfdczPNQpgLXNZaa0Vpyfc26eTX55tnujZ+cAiZYRUkYE/8/XmhiTqKIypnN2cj6rpy6gpbCM+pCG1GuMmlBkdGDuzmzmc05LgsvWhvhqws70iyYTGzMV1yxJuBWJk87Okoo1Zw/H9QYAOHdbA79o7uGnhSleq8hmsIJ2J+7y8ozIZHd3Nz09PRw6dCjnvHkMoFJ7ehWOo2QLJbNC4XUzKPQJ8B8uGU8sPtbsaW+T+PyiiTVUTskClaqZs7HEw5iNMzk8XI6myTgcIaKxALLsBKN/zWzOy3AP0/44Sp4NFAk9pWXuJwB/JAEGUKmMie0tNZ7M+4BMx02HMcdowhHKw5IkYbPZkEwytjofkixhrfFS+LkZ+JYZlQcJgr59fO7ny5n3OeG/kxaxbg50HFlsUdN03nsiez2atg2wb2034eEEVqeJuvlFlBmAubtxZNy06/+GfWKCbytXruTuu+9m0aJFbN68mZUrV2b+9vOf/5xFixZx1113feS2x2Iv/XEXdouTF67J6om4Yhr1XYLX8PqDuznP/hfKLAeQak6AupM5sKeBysAgFYG1HJh7OhvH7M+UZ+Kt/dmZFY2+MqaWeZEkic5qB35HIX5gTliBRhjyx+gLxdjbEiFkkogvceAIaPy2/2aumPIswwkf9siYiBrY1hnk73tEZ8xwYphDw4dw9iR5+6/352w3dXmWMLq7/yBXvnY5HouX9y5fg2LU1QejI/xw/XfIt4ubtzjqJdiuUDxnCEVxssu/kEA0xvLyTYRCe3L2PzuxhPb4WgJeMwvjffRZQdJzyV5xXeK+U+6jypyieV9WBvvzsSHudNmQ9DhbpitMC+7O7N9jTIFtHswldl137U1QN0dkGbwT4I1vMr3vRf5Z3ASWFAQPcaf8JZ7VjudW5TkmD74lIuIT72JWSwHvHBzgvUOD1Ba6ONSXjWTfOdiPqukoY3r6f/DBD3j70FusDP0Gi5btHpAknWm8xNvcyltdB7i7+SXsugYHX4fSWXwiVjNG2cuZrZGb8my4lpeTDiSwTT72GRkmA6ikh+IkjBkllsqPJk4fyWxz5uBcvowgiIyKLKN4vagjwoGluruRnU5ky9HLSZqWIBJpRtfTyLIFs6MYKWpCDY46ZAk85aCMj41kWcZksZBOJokFxWea7XYUzcSwGYIG0bAiDVJSJinLSJqGJstYjev985//nHvuuYe2WIJASuVXj/6TK05cwVdu/hJ19ZNwKFZsY1L+gUAgEwzV1tZmIlw9odJ0qJH5s+fhNjvRVQ3VmB0jO8woNh2M5J3v3BoG7hddHvH9Q9inHH2I4FjLM2fd7quh8U795uH7WTM8iQc68jndD0OqijeZzTDkp0e4t3eYb9aUUWw1c9ZNswj545TWeskvc7L73U52ru6gqGGYgQYBMlO6zq78XHdfEdOo0PK4rtfEQKWL4yutJIYE69U7NR9pQx9Kf5zH66bQ3h5iaFMzU4GLPlOCo96HElXhhVwSdXmelbJJXpyxEdarh6jo7EYqOxVdkri37ciDCVP5RZQXi3PX0dHBypUr0XWd2tpaEokEBbIbpUFcO8dHzJExFdipuXAu6/61h4HB/zxL2rlP+LHKqTOYc0Y9alpn6tJSyuoLuOWvT/DaG6+zfftOVNVMXt5iRkY24PW20D8gsi1mcx6SpGAqsJHqCpMeiiEpEqZ8G+mBGP72ICV54hkeHDOAs8w4RaO+ID0QNb6XjXgkRb8xqblq+rHda6PmPacGzyEPwXCQOXPn4MqzYnEKnxjXA7goZKh7vPDhUE+Edx87wFB3BKvDhM1pZmQgxpp/C07V1KVlmMwKJTUeZEUiEkgQHIxnRs/8t+wTI9PW1tZyzz33cOmll3LPPffkZEhWrlyZASkfte2xWmuxiT2JBIqqc8cLw9zxYgBHUjiBZEzl2aGf4k9VQct7aJpO36AgEUnAhWouJf2AA548kBWJ6isoYkqpm5Zoghf6A5nXn4+JCysZ7WabChQOeWRIaWjRNLG0g6K9X+Dkhsv4YfBOlpSbOT4/QWFiAOQYazqzLZDP73iKm9bfzobpAjHrQJOjGst0MZW1sT/M1f96BoBgciSjsNs8EOakP/+Wdzvf5dkGUeKZGC0i3O2k4YU6jjvubZ5tupqnDl5IMJldyCTzJKbkf5aiTa/hjIj04kRbhGqLOGcj0UJ0uZAnB50kB06nyDyLicUn55ynjtgIHcZslnCyg81bLiSZHABkXMa00dgYbY5vnD2V0vr5WeKibwKUGGPt+/fCoEDtPzH/lb+Yf8eXTUbJ6urn4aS7uWCuKGk88F4T/9zQCkBVvgOPzcRwNMWOjtzI/8WmF5mQEODVZq7I+dtMRXQPNGkFvLq4lqBLEYTgT8rsPjjlu0JDY8KSnD/5zq+j8OrpmW6bY7FRoJJsCxJaLTgl5sr/jHEvSRIld90FYxZyJS8Pyyj/S9dJ9/d/aKSUSPRlhPY0LUnS1I2mHCZm9iHCUKPzfxJRY+qs3Y5klgmajMnjCQ1PVMWd1kk7C0lYbATdPlavXs1ll13Ggw8+yNNPP0251YLPrHBwh2h7v+jss/jVr36FXVFYvXo1d999NyCAzdNPZycZ//uBf/Ctn32PZ195nocf+xuP/+VREfmGU6DrSBYFJc+aI25lrfaS/xkxryf1YeWfI9hMY/MiWSFYL9rF9066nGfyz0ZG53cH7+HlzjZWvifI5EsHsoCgXguS1HX+ZvDtnF4rpUaXl7fIzpJP1WIyybiBLXkKT1SZGUjrtBTncl8q7VaQ4JKpZdy1fBJqefb+yZueT0m1+L97b4jIv0XgVlLjocSI9ivnFrE7obE/piLPFan/dHeE866YQjouygJ5sTDn7Vx3xHNgMlrMo24vxcXFWK1W0mkxv8fhcGTEP889NTuEz1zy4XofQIZU6vf7c7pEj9V0TaNjvwAqE2bMwuY0c8b1M6iaIbKfFpud446bRn5+JzNnvk9pibh+BQUd9PcJoDLaumzKHy33iMxIi6Ga/JsndvLUlg50XcdvTCg2qSq2YQ1ksE/NJ+2PEVojMsWmChebX2lB1yGvzIkr7+O1E0smmWuuvYYTTjghU/6yWCzk5+eTNolnzn+Ee/jdxw7Q0yiCh4XnVHPebXMyIMRTaGPOqcJHmC0KhaMZxrYsqA6FQkec0/Rx7RPLqPy/tIRZ4q25IjU4rznB7HoftfNLkWQJSYK3/roPkNkRvYDoG6W0Pb2aREn2ZHa3NlCnFNGi5iG7LYQLHeyTs62hUaedAVXl3eHc1JjmEQ++HElj3jbIU5rMglIXkjEhsxiJ87EA+3BLvTyp30XfJSu56dcrGc63kx6TuXisYyWYgWqY1eRh0DmLV70nse7pBlZPLOdnr+4nqg4zyl54aOff+fGTFroCMWwVDYx1QSv8i+hlLYP9PlTdS8dwDFVz8dONX+XTk59jU+8CUizhhdAVoGu4vLOBBvCZOAdxTK93rGDb0KkMJbvQEuXc82ojj35+MX1RmRKHxpDRAh07QmOI0zkJVbeiAJ3D4iF47AtLWD7pCA1wS78EL9yS85JDSnB2RQLUejj3t1At1Gs/NaeCf21oZ2vbML9+U4CapbX5hBNpXt3dy4bmIRZMzCehJmgLCgc/ISmclqXIl/MZHoJU6820SrXsYTYVUwZZ7D/0ybbBnfC1Y992y18hPgIrvnLEP5uOoHvwn2ZUACSLBXnMbCnZakUym7GYTCRbWlADASRFwWQsAmNT6KqaIJUSzszhqCGR6EdVI6TdQ9iSE8RsE0n60LS7yWIFss+Xxe5ATWpEDaDiSenGcSoUpmDQmc9Er41pp502juc20W7l+7ffyvdvvzXn9dOMbe+5556c13VVo7aymp9960eYy118OnmFaClNaxlwJjvNRzx+c7k456meCLqmH5NKp67pLH9/hKIKMxdIdjzX3Qvd1+DVF+P//QYCBduppJc7DvyBX0z6KgALhxoy71/e+w6/kD38Trqd2yaW4DgsS2W2KNRO9qF2h/jiYuEXu9M6TaXCS1yV78PlNHPW4iKIq6gumVAohB8YbWq3TPQwr3gtwYGt7HzpPHStCG+RnYu/Nj8jT2+xm5hzyxzUlEaequHf0U+iI0j7SDebzVlgVTEyyMyODvYc1vgw0d9LU3ElfZIJRVGoqanhwAEx5G/69OmZ4aiWiR6859ViKrAhKR99fl0uFx6Ph2BwhJ6eHqqrqz/yPaMWCQzzj7tuIx4KYrJaKamtpz+R4vo9rXyuooBLS/ONcxxixsx3sNurKCo6jYOHvofbPcjQ8C4UBSxmAVSU/GynT8tghPf9Ia7EyjRd4bvP72FyiZuk8ZVcBvfOWivkCUZeb0VPqEiVbtbsGKR9rwhiP242ZdQKCws55ZRTcl4rLy9nr9FxNtIfI5VIYzaUZ5PxNH3NYp2cf2YV1Qu9dHW1cMk35tPbNsTEKSWZewGgoNxJf2uQoe6IwbHSefTRRxkcHOT6668/Ypfusdr/xFDClctc9OaZsCU1jt8f4njlHqb2/pApjbcxeZ6PS2aLTMSB2Km0h+pFi9aYWRGhUIjjzc1cbd3KBdIObOp4WeuXB0Z4z9Bm+Vy3ijep40HCYTgvZSDBoD/GC0UKclAAlUlGi57Pvl7U5IdbKM63MM2ZRLGJjM60/GnjPqv8K5eyvUZEESOxFFc8uIG3D/SjmLMcnEMje+kODQAaJkd2sNxtU25mR1w4z0GLj+nffxPVSGsPxgr4884vsKVvHjv7kgyodqg+npJT/47HnOXTgBgWOBjS0RIii7Hm0ACJeJxAa5K1YRMPGWTdQHq84+iL1TDte69z/5omho0BXLMqj6LrMe8q+M4ATDWGDy6+ES79G3xhNdyyMQNSAGRZ4s+fnc/ZM0tHGy84a2Yp08tEhNfQJ67Pb7b8hktevASAqoRYWM3FDsxm8YBrhnjcTHYCsFdaQMRpok/NrYv//2bBbnj5K8ak6OYjbiI7zHjPqcFqpIglq5JZNP9Tk42FAVkGQ8xQcToxG/yB9JCf8OBeYqFWdF0n1ddHemgIVRWRmKI4MZlc2O3iXtK0OLJXRnZbjqgTNNasztxI2WSxErYaekCajtWkoOTZBA8GKIlq2P5L3dN6UuxIMssiuDEyW3pay/nbkcxUKDI/ekrL6GV8lPm7wxQHVVbsj4uRGe4SmHI2w70xUrqdt0duQ0Piyt5XqZTFIrLc1pWzj2u7X+Dczhd5eSCA/7A2bIBJ9T72e7PH/O9ZdtImiar+FJ8bVvjBpApMTgtpp8Rf/vIX7r33Xg4camRNKM3AlDzMXp2ath8z1/kilxV8DbMUY/rx5TkLEwgy74Rp+Zgr3ahovOz/gOfajUyxDhclFiNrJkpCWZHFkxSVU/ZvYZLBp2qJJXhzcAStJEsCnzwlO1lakiTcKyqwf0g33OE2YYKZJUueobXtB8f8HoA977yVmcpdM2cBisnESwMBNgcj/H5M6SoRN8TkrGVYrSUoSp0QJdTeBcBiiC+OEuPVQILntnfxrpF1PBUz1Wm4d9WhDJHWa1SAbFPy0DWd2D6R6d+rQ/veIRSTzIzjy5l/5n9vAOCkSZPQ5RSaMbrilUc3ZEQDG3Z2oWk67nwri86v5p///AcrV67k93/8HY8+9QA7jBlhozbKj9ryaiuPfPV9tm7YzeCgyPqNKv3+p/Y/AVS6CwRIufqdEMukV3H3vgY7HxfS5XufozTwPFWWrZnt02axoFVWZNuoysrKkCTwJGMsbc5qoyztFw7iub5h1hkZlZPb4zy1J8XbsyYxtTDXwcrhVKYUNAkZULFXJaBU6KdIXVs554R5GaCyJP94SoK5yo3PNb1Jx1DW6TX0i4Wg+DCiqeI8hGzrRjJF0VUr35j6AtfOv4EmTWyXkj+8RfUddR7M/xxmRykLlr+e87deyeiWkrJOcOv+Q5wfCHOgT6LHULV8NWhma0Thr4MW9sStmFwX8aN3l6JqOr94TURHLpvMF1d/jm19R1EbNlngovvhgvvg9B8JhVfTkY+9xGPjL1ctYNf3z2DDN0/llKklTC4RKcdRzsrjB7Ik4cqkqMOaih0smP84dXXfZM8uMeNpFuLh2SsvRAcGXFFIfLwU/n/FUjGh8Dtq+1/O/j5wdPDkPqGSos/PpPj2eRR/ac7HItIeySSLBXNFJdba2pzsgZKfj2Q2gQ6mPqA7ghoJkh4YINXdjdorHKqiiJSwLJtQFHFPp9UQJq/1iDpBY81ktuAtKUWSJBxewQcLjTpwiwlzsQPFaRZAwoj49Lj6Ybs8ZhudxTIq/2+Ip4jfdTEY8WhARZIlzIb8+LGWf7oOBjK/B3qj9DYEeO/hPRnCYk9qOodSgox+U+dKbux8ipnBzeP2c8LwFm7f387cdXvYv6krpzRX4DXzQeH4c37Krhhdh0aMr6bzxhtvEAgE0DSNvd3r8OtxPHOKoXMLkrGoOpQgpZYGJs0vHre/UVO8FnYVddOp+FF0mXpnFWdVLMNZUYYzWEdZMEs2PqPjAJP7O5nkFuft6b5hrtndwg9i2XPc7PnPsgbie6kUFDyHxRpDVd9n776vMTKy/UPfExwc4OHbv8DaJ8R4ifrFyzjzS2JUiRANhIZoggFDdDAWE+VWm02AK59PcAnNZvEseNyC66b4rKTRecsfYmOzn32o9FbYkYGLsQhRUQMY5xl94NZqL8mOEFo4xYgs0WBkUs6/bQ4nfXbqUcnE/4nV19eDBGmzyHx3bUvywO3v8t7jB1n1rFDZthXqrF+/Hr9ffLe40Rn44osvZgbXAuSPkeFPxVU2v57NAm7evDlnUvfHtf8JoAJwfVeEE+KrWVL0Fpp1zMC8578IyTCnT3oNX5EZmxykxv0aANU11Zx88snMnz+f6667jpOOP5FyNY/juoeY1t3K1J5WPhPTkIE94RhBVaMgoTEtrDPt09OorPAwpSb3gVKaQpi6xEWf7guSZ/ojSkkFVBgyzV1bWXjyyZitom636Zkt1LXmRpvtkYMgJbjpxFqmlmbrxmarcDBqTPAtTK6DmN2CS5OO1rG7M8xr+/rQdPEwpQzhoeNd3SyQsoJSn18sHM7b2jyoE7wTWbaiSdnuilTRa9jKn8BZ+zvOnCmi9rUHupmQTvN4Ko9tV2+j1FnKiCrzD7+NXUNTeKjPymOHLsQfz418dGWQ3YO7+dzrnzv6BbS6Yf7VvN+3hYtfvJi9g+OF9Maa22am1CvO2xTjHDUOhBmO53Z+FaXEscs+C07nJKonfgGLVbSETmY/FtL4NRvtTGRd3mx+sGczB5r/SFf3k+hHmLj7X7dXvgY/r4R7Z0HE4ErtfzH798GPzvJYyj98oNjHMcXpyCkBaVqKSOQQqjVL+JPSkPaPaQc3lDZHgQqIYZIAqdSxdwHYXW6KJtbgLihC1XVChnyAz5rLrZBtRstwbHwm4T8x3ZAAlyzCHUqShGTKAjXJpHxo2Wr03Kf6jzwG4nDr2J9dtEcGYjT+eSc1DUMUjvnMwZjIKHxq4B1+1PQnLOFuNN2Bqmf9zQnDW7GpCVLAmg3tpN56lMSfP0/vb9YT3e/nnZJcoHKnL48J/jTdDcPoms7GjRvZvj27gGukibk6BN+lfUPOe08+NYbHaK/t7u6mvb2drq4uWlpaCIfDDA4Osj0iFqbT8hZyxW3XsPTGM6i7ZS6nXbCC5RNnc/bu9Zy/cy3tDWK7qT5PzmcE7S6en7OCpxaczMPdw5n7ZiSVJvkxxAeHhtahk10Ue3ufY+euG1HVBLqu0t3zNH19r2TaiAEObVhLPN7G9CsbqD6jk+OvvhyrQ1zXtng2iNhodGBFoyLT6XQIBdnKivNyjkHTBHVA8Vr5N0m+kwqz0ZBfMBtclykoDIQS6AZZ3JsS96C53JUZTNpt6EPVLyymYkz30X/LnE4nxcXFRFytJC0Bcexpnd1rujCNCNJ/X7iZ995774jvf+uttzLXaWzHGUAiKHgwdru4b/72t78dca7Ssdj/BFBxI/Ht6fs5zft7Aunv0Jv8O+rJv87ZxnbKLVz+vWVcfeEBBmXxgJTt/AMnLlvCBRdcgMVi4bj6BZyTms9p8nxObNjBSYd2MCvp4/zCbNnigqBE6U2zM22k9cW56XZlOFs2WlS2CqdpFRRMgkpDF6ZrK0mLjm6AjpH0ZCZ1uTg5NZufrfgZHnMRoKHYOzl/djknTclGMRFVLA7pgJj5Y/bswlIoBoelQ9N5dnsXX35iB2ZNLCpJWdzkj1S+TJmUdY7nHBJS7luYge7IgormiCg3dUS9SJKG2bsD2eLnnJki1fjCoThpXYa8GsyymaumXQVAlX4FodYbiLbeypt7xPeSzNmFTDJn+UAP7XooM6UZYCg+lLnR01qam1ffTMNwA7/c/EuO1SbkObCZZZJpjXebcwHOKFAJWrKM9vz8Qnp66rGgcrxXOPNH9Zv4oeln3B/M40+tHRw48C0G/e/wiVp8BDY/DFoawn2w7VFebNzHo4kx4PcYgAoAze9C09sfudna4RDbRsaz+8earmtEos3E492kUkNoWhL9sMqNHhqT3dPEjyzb0VWVZHs79MVQ/BJaOEIqdewKwLIiQMFQKo2ug0WWsB3G+5ANUSo9qaKGI/+Rgq6a1ogGk6iqlhnGKI3JSI0lNh8tmzJqo62jo4TJD7PwcIJ2YxGqNEuc4FKotspIksTiYhtli1ViZfvpU8en96PqKaTOepxo3Y9I64U4tDgX9wtSfcCsYvngy1j7n8Ey9Bp/S0VpcCs4kfh7pYd7XDpfnTUBk0UmFkrR1xbknXfE/X366aczvfB4AOKOXuTWV+Ddn4kP9QpegTsusqPd3d08/PDD/PWvf+Whhx7i0Ucf5de//jV/+tOf0DSN/Px8ln757EwGTZIk5pwygYuuPJtzy4uoCGT9wvySQiqsZqrtFursokTS6ytkyOVlbSDMr1p7aYkmWLJhP5ftyJa3P8r8/jUAJJNlmTJvKjVEU9Mv2bvvq+zffzd79t7Oug9OoLtbdJj2tzRRPNePxZ3GVxOiteuHmf21xbI+fcOIyJpFDKDicAp5jYKC2cTjYk1QVYWXXxbZWtlm4kFyCb0TpwsAUI0suIXG/eVJg6XKAxLEdoiMdsy4Dz8JkDJql156KSvOmM+sCzyEPLkKyToq/nQrqVQKtzsbNLtcLhRFoa2tjY6ODtatW8e/V/4z573mpJcFCxZy4YUXZl5rbW3N7vtjtDH/TwCVJR4Hsv8gab2KZKQCLaYSt54FZqOkUn8msZoz6evvpb3yHHoRN0pFaBv0Zdt1RxUD4zYHg+kSJqfLyBu2cqOSLc18/swpWKsE0FE1lZcGvoO98lEg96TnOcxUhwUHgoI6qFwsfu/YxHt7xFRWNVFEh2USF33zp/zhC48xxXUSfr/gA1SU9jGj3MPnlk2kwGnh7Nl5hFMiAnjp8zczP/+0HJ7NkpIVJI2hci6jXOPV4QZ3N5bWdzlPERHSJKmTmbFNmEkzqDlzSkwrD57G3/ZewfvR0/hSOIlV07jDPZ0z119NnilJV8zMpMS/eNp8LrqusyjvAn55/G8o0k8CQEtkJZwdEx9Ctoo6rsWR7ab5w/Y/8IMPfgDAw7sf5sQnT+Ta16+lPdjOTzf+NLNd80jzuBtZjaQIb+ghunsgR5xLliXqi8VDtL4121a+MH8BbkP8qdeUdZD5+fk0NS4info5P5s2Dbcic1DO1sQ3I9LuQ0NH7lYYa7FYF0NDH3zkdke0zi2MvW8iW//FjR1J7p58J012oyw5FqjEgxALjN9PdAj+dSn88yJY/eOjftzmkQiX7mji3G0NPHZwH4yM154BUNUIajpCMuknkRAOU7OD7gTZfeTMjZSWkWULmiG/rwVDyBFQAhLxeHdmP8diMVWlOyHAdqHFNC6bISkykkVBT0ZItraQaGxE+xjdHamEir8rTHg4TiyQEEJu5IIT2WES5R9JEr9/iGW0MoY+Gqjs/6AbXYfyeh8LnCbyxnympibY1b6OsD7A0JgOHICkVk2i/Fpsxy3F/tnbSZZ8FoBvtTyEKx3BRRagp02dPFgnFv7veHxseOwftLzyAh2d7dTMEb5vzbM7SSQSmEwmli5ZytBBGVPKhYcA1hduyOwrNuda8UvPDnRd57nnnkP7EGBYU1Nz1OxTYWEumX5CSTEfLJ3GuiXTuK4y+7drykXwdF9bPzfsbSWQVtk4EiFxlM9Nazo/aerm1n1tvOMP4h8S04tnzvgaB1u+xO/C3+YDVtDR+Xf6+l4CRMYvnQ6y/8A36Ol5hv72veSNEZkbGl5HOHwIVY3TOmYK+IZABF3XczIqMVXjTX+QttAkAMKhAgYHRQdiX3D8PeEtcaLbFExI1CJnOCrulI5lgptE8whqMIlkMxFOCBDt+QQnFxcXF3PSSSexfPly4o4+Bkrez/wtYfODLM775Zdfnnm9oqKCKQaPqLGxkbfeeovu7i4S1gF0w6fJuolp1XOZMmUKJ58sMvddXYLysPHFZv763fEjXY5m/xNdPwt0MwwcJKYty7yW7I7jvPghGDyEdtytPPyXBzI1NpCZpTThU0MwcCCT7Rglw3VJOmvSVXwDD9pwgqq1ffw4FsM60UO9NwtamkeaaQzuwuQG5Ljw5sBPL5rJ/Eovyl8N5ntBnRC5mn4h7Hue13f9FWSQR6YRNrl4e8TNJOBAbwg1WoXZs4up1UNIkkSZ186W75zG9v7trH0dPBYPU4qL+NOZP+Y763RWt6/mjIln8LMVJ/GPD9rY3xtkxk4bgWFYoeu4u9+FIjhT3sy/zD9jmtyGTUoxw9LLjmQlW9uHCCVS+BwWGgdiNHIc2z9/OnnbSvnS6h8iIRazz+iv8Rc+BcBdW338rXste7uDXLmkiu3tucMMZWsPsnkER819VCjL6UqvGysOymutrzGcGGZDjwBP2/q3ce5zuYqRgUSAjlAHVZ4syffAk+vwHjKi3rMKqDxJzO7RVI0il3igt3S2YTab+NrkO7hs8mX0rdtKVI7RmRphLkLAKz8/H11XGBpKMdFu5es1pXyvMfsdWqVa/HoBruHc9PeRbOOms1DVKAsXPIPXO/cjt8+xToN3MO0CaH2f7WRT4Y0n/4y6V68RM2B0HTQVHjxJDDi8dTNYnJCKw6PnZfcD8P6vYdEXwFOW81G6rvPTJvEddeDbHSEufO2zOG/bDEquG1DVXOcqSSastiLkCXYU2U58/77DcTmKZkGSpBxlWwDJqBglkwNYLAXHNJ8pkFZBB7dJptB8ZBcl202ZmSl6Mkm6rx9L1bF1FcRC2QhZMxYCVYdUKInTID/KdjPm8vEg6UiWEd/zfziZVtN09q0T12D6inJ4riHn77vU1oxHHiKbhQqlL2JEvZ6ic4VAlyRLOG78Dvp9L1IYaOG0ofXUJrNAxWpew4rAAvbb5rC4wMxMVlNLO+3Nc5h5wsk0bu6ms6MHfDApz0TiwFrUlM6lvMRUdmSu7RucQJF1nnhqhluJde5mYCBXm6SqqgpN0zJchQ/rsBk7Y6eurg7LGF2eJd4sAP5JfQWr/EG6Eyn2hLPntD2WpN45npT98kCA+9oFEF4z2MO96SZAprT0ZALLZrGlP8QW5rNc3o3bMZHa2q+Qn7+cxsZ7aO94hOaW+9DtKWSzTtI2hxJnKcP+N+jq+jdDqpmYnvVNe8Mx+qM9qGoESVLYmyzkwk270IDLB+ZTJPfT1TWNlDHw8e0DuQC92G1FVVUSHrDFoR6FPaMZlZSOudhB3CDR2mcWEFoj7hd34X8+3fhYzW63c9ZZZ7Fp0yamznETbJOw1KTYvsfEJZdckjPMsaysDJPJxL59+3LKQkHfQWStiQksJToA8REBckaVhzs7O9F1nS2vtqImj51r8z8BVGYG0jBwgJh6aea1yKZe9HQ9eZeeS3d3F36/X9SeJQmv18tZ1WWwHQFUDBsV19mfTBICwpO8uBpHSDSPcDaQtyyXe9EbydbbfnRxJWqiBIdF4fJFVTDcCmoCZDN4xWK7a+FniTa/xgdSApC4edln+eVLw9y/ppnPL6+hZSCCGhPbHhzeB4gF5pE9j/DX3X8FYE6RcFYui4t7T76XYDKIXbFjVhRuOEGkIV9qfJUAYFdcRNPiZpAq5rHCWQwzbgVJZkHjRHZs9vOVJ0XWx2GkveuKnOQ5LbD0ZqTND0NQIODbJg3ganqCf5suoituzUyW/vdGQSpzWhWUskcI956GtehNbp5zM3/e+We6tfeQZAGw1l2xju9/8H2ebXg2A1IqXZV0hrOR/Y+X/5jnGp5jW/823mp7i+tniYmyelrD2qSC0UnVs7OZ0CyJqflTWf3Y0xQd9AHQERjhq1zKCQdrCR8nHvJBU4BuY1w7CKAC2Qndny0ryAEqABtYTiqyGXnLxcyb+w9MpvEdNZqW/P/Ie+twO8qr/f8zs92Ou+RITk7cQ5wQ3BI8aHGXttBSoIUapaW0FGuBFqdQ3F2CJCTE3ZPj7tt975nfH8+cLTknQt/2/b4Xv3VdubLP3jOzZ8888zxr3ete9yIeF2NmwLnyuzkqrlb4+l5uGnMnawsXcGXGPPydycVmb950TkSCkAt8PaL78mBTw+ZVMOo4WPtEupMyaI3LYfJ5aW/tCYRY7fZjlCQUNU5IZ2KlXMgJ7RuEzHva70ouDpKkx2qtTOOfYJIhpEW3RhkiCnJcjLNBR8VQXEy0qwtUFVkxoMhRolEPBkMmoXAnep0Dnc6MJOmRpHRg16+hZZkH4YZIBhmUJG9GCYhI93Aci2iKto8UF2TZGBB0hROOivjth6diOoioKIEYSjCGbNGjKipKIIrOnpyMW3cO4BsIY7LqqRqTReoSpqKyT5ccg8FgkNYFD5Hzzad4YheKCq+KFE6H3og0+iRY8zgn961grjdJVM+M9fHCjl/wF/vlvLkhg19ppHHrqp9idp/ADUUv41ayeZzzOb/3QXgDyo2/Yoxhc+IYz3AuLZRS29zNtOqjoeEr9O9cg8QJGIxmIhHh7J1xxhno9Xo+fOBGdMSFo7Lxn2JcVi6ASUsSx0xFVGbPnp12DSc6rDw4RvQ5Msoy87LtvN6VrovUHBreUXmhI6mD1Rs34ySbsYUL+MIFf+tJ8lCk2k85ojjpLFVW3kBL69OEQi3k1FrZzVjuDd/FImuUJXxKW/sLfM2xIEGu2ovDXEBTWGVp83KKALO5nDd6vIPtiNiZOZrsHeK6KFpJ2uoGcW6nYiBWYOGmcyfx9ddfE+nvYhIVnImR9/QyccARU5HtBsKaQqxSYiMWVZAk0rph/zdt9uzZQ+7NiYuORa9VAV566aXs2bOH+fPn09LSkrbdvHnzCIVC9Pf3UxzPp663F48W/A86Kk6nk60bd37n8/peOCpty+tR7B6iamXa+4GNPdhmF7Nnn8i7jR07lnPOOUc4LOufgU3Qtnczb8h7ubaygOB2Mai2+AXUl3tWDdtf+oBwv58JwRpMI7PSjt/qTQrZVBfHmF+a1F6hS0spFYwBnZ7eQC+XrLiNeLEg+k7LGcc1s2fz5BdLGfBHWNfkpLHPp6VPJAZCA/QF+9jQvYGHNz4MwKS8SdwzP71ZYIYxnZAGEFPEw2LRZ+CO6mHhz2HapWlR9nxzD0+vSz7gAW3yHmwLgMEMF74G7/8YZl+PdeI53Bh0cq0hg1+/v5N/rUkfpDMqcogWGthmEX2Arpr4Cp81f0adS6BKlRni3tw1+y6m5E+h0dNIpjGTc2rP4f719/NO3TssqV3CGTVnEIlH2NizkUc3P8qckjmMyx1H1/ZGzPHkpJ/ZbeLc98/n2knXsnjnRDZreWA15mCRR6jA+leJlFOvwUmHL5l+SnVUFEXBptfx1NhCnt/5Clk4eV86i5ekS3lZvZh7PD+jvO9LiopOG3KdA4GmxOt47OC8j0Fra3sRf+9aRn38Fu2mQt4oPAFU+LV5NtllyVL1PaE45I8WjnTHxnQxuqZvoGiCQE9SzZQJYTdsfF5I9tuTk/JX/WLym5dtZ0Tr1zxvm86XObM44ZkTxPiYfTOgEgp3I0vCCTWbSzEYsoY4EpLRiKo5JIo5jhyRUPu9xCwu1KB4XzJbkAwG1EgEvWongpNYzAVANDJAVEMMDIYsLJYkEqKoKgHNUbHpDoy+SAYZNZ50VNRYDDUSQTIdvE+SEleID5JnAaPmi0S16p5/x2STHtluQPFFifUHMZY58HzWjHdZK1mLqrHOKEQ26dm1qgNVijNmdjmqO4nqGMsduCfrCSyNYFT1VNVUs6d+L42BCqTgjUgmHfa5w/RvGjEL1jzO6b2CaxJVyjHIyTlpse8rPiOpbG2J9otqSCBTdjKKZJp0lv2lxOsXOBN35jhwu2lsbCR87UOYnjwSY/8uypmAvmwBCxcuJBaLiWepv54L0Ajge96AD24Wrze9CNULE+MwLy+PkSNHYjAYGDly5JCfc0FxMhCcl5V0VGw6GX9coSkYJqqo3LCzmaZgmK5IlPE2CytdPmTAQgA/Vty5V9KSfy6Xb29MO/5H3QMcneKo6GQHKAV8KU+mumQfT3AjMWTecZpYjJl6anhSugGAIjopijXSxEy+6trFBYgu7m2h5H0MjBzDyDwb9WtWo4tGaOj1JRyV4zGwoCQfe4GFN59agUNnoSJezmh0lBj0NCEQFc8XLYnqsZBVzHe2bBO67yAG+Z+2QScFRGqvqkqsc4NtDwZt9uzZCR7L+o8aqaMXd5+YDywWC4WFhXR3d/PBm5+RxWQU6fDJ8N8LjspcxUZH+E1Ah2zVYxmfHPCx7gB79mhyv2PGIMuCuDbYDKys7xs8Xz5K77PJOu+zda8zuTwLe4bEjxy/42eVD6Cb3D9EZCvVUekJ7JeD79KOVyQQkHp3PXFNldCsKPym6iz0OpljxwrH5YInV/PO5g5QjeSbhPe5Z2AP/9whyuXOrDmT509+nhzzocv2ohpZ1ayzElMtcNTtQ1IBC2vzuWJe1ZB9z56e0vmyaAJc/QVM1JAqSzZ6vY7fnzmRtXcey+e3LOCIymwmlWVyzYJq7ph5ByMcI3hw4YMYdAaOKktOkhUZghxokA2cOepMfjL9J1w58UoyTZncOetOHj76YX4+6+cALKldwtHlRxNVojyw4QFUVaVvhcgJf5i1HLfOh1Uxc0PXeWR8IhyUXG0ojzOnowMgEJV2X1KHIiMjA1mWicfjuFwuPB4Pi4qKuY6/MZNkukeVZDZyBP5A3ZBjAmnvD+asD2aKEmXP3l/T5vyQ3owwXxYdm/a505Akbe8NhNIqxWhLltfTuBze+6Eg46baUT8T/zevhMdmgz/Jy/lqQDgfx7g2cmyDIBB+maNdq6/vhZAbRYkQiyaPqdc7kGIhCHtF6kkz2ZxEV9SUgpxoWxtqLKptY0LSoH213YUUhFjMn9BcSewTdaGqyWMH4wqqKiqETQcQT1NjMaIdHaDG2bRzJ3c98gjWiROZMWtWoofY7bffjiRJLFmyhI0bk2jD2jXrOX7RAnR6GatRh4RI+8RU2LZ9C9OnTx/2Ow9lg4Ta/hUd7PjjWrxft4IKrvcb6Pj1KkL1TnY2bqCvYCW28miCeGuqzqTgxins8wjHv0LJIzOqHUvT7bCMzRletbg8GfnG0PHb8XfxZOnZifdqaeLI/OH7twCMJ8l/KjSKsRw75tec8dO/cvPNN5OTk0M0GuXz1dtRa0/SjtlIbm4uI0aMSPZpW/tE8qCDTgqAqginWjOdTsfFF1/M+eefP2wH41Q7NjeDTL2OsTYzP9A4K83BMGvcPt7vdbHNF6Q3EkuIcM60x5mhrgKgx3Yqf2tNBmHFYTEfvukK8veWnkSJ8e6Vy1jaNYGnpeu4U/oL3VJyjqw3ncRKRMBjJMoSXqI6JtDLBmowGgsYWf1TdmipqakOK49NrGLKTHFP9PEYx/3lK7o9YSRgPDoinX7Wrl0LgFcO8pwmcGhM4ahEmjwQF8iKPywW8v8mP+V/YoPVPADjx49PI9sOVoh5UjpFn3feeRQXF6OLaeRzw4HH5v72vXBUUk1faCP34nHY5ohB52kfoKdHOBGpXrySlyRP/ly/FDkuJkWH7nXO0r/FRTVRmtxNiW0CDVdCimgRQJs3mbLo9u/Xx2KwwZ3WOyZ12+c6u6mKiAX2hHGF7G81WbUAPLv9Wbb2bcUoG/nRtB+hlzXPtm8fBPdrFBcYgGdPgdcuJdojJiC9bETS5yQ1IVJMkiR+uWgsH/xwPhfNSvJAJpYeQJhtPytwmBlV6OD16+by3k3zmVeTx6T8SXx41occVyGUQq+bfB0Xjb2IcbnjOKf2nAMey6w3c8yIYzBoVUqSJHHHzDvQy3rWdK5h/edfk91mJipFGZgQZ7NNpOtOcR3JUR7BL8rVwmFP/1BtDafeQ4cvCavrdDqyswWL/tlnn+XBBx+ks7OT2lG/ZKI9nSzaRTF+/wEclZT3/YHGYbcZtFC4i56ej5PHLbbz2SRBWhybAmdrlYps9QZ5t0BTXG3fAO3rkwfr2Cg0gnQmuHY5FIyDwokw/XLI0u5loA8+F9VdgbjCGq3S5+jVv2WOW6T7WiwluAZTWjveRoknCamybESORQVHpr9O/NPIzYa8InAYUPMM6O1DqxEkoxFJp0M2JtENfa8EqESjLnEMQ3ZiXKaWifpT0JQDpV6inZ3ENVGuqePGce+vfsMV55wDikJVRSUxV5glZ5/DP/7xD15//XWmTRPcpDfeeINoKM7W7VuwqyoG7bvCqsr7H72DqqppTs3hmqqqyPkaT2VzD5muocRe57edeIxNIMGqTcvwdIrnV59rQVEUdu4UcHhVvBCrR0zLzgGxjTkl8EqzjGLUbBFsPFp+Pk8VjOGXNT+i6Khl7DSKuW5yYAUAHpKpS1Vr8jiGoc61fswpOBwOJElKSK2vX7+e5Z1icRlNQzopNh4jtullQlIK30DSgebY0Dh8WeuhLN9oYOWssbw1tYZvncK5bQpG2K5Vm1lkGUPK+JhrbKYakRp9udvDBk8Akyyxde547gz1UOzqI6DCb+o7uGZHEwADHW1s1U0b9vvXMYONiLnlqdF2RlFPKSIw7dXVcMSMt9gdy6dbE9t7fcpIJjusFNqtiVSQCfFZSaaZmBTifedKli4VBNIFCxbQqBeIoU8/WJ6cJH4Zyx14NWc24z/cN+c/aeeddx5Tpkxh0aL08uyEo9IXJOiL4B0IkZOTw5lnnokuJniecd3hCSTC99BRMRRZtf/FgtOmsYxzc3Ox2WysbRzg9L+toPqeNaxVhLMSU0tQUXmo+FGuGLGUR3IyyVE/oX71I4njduv1Qx66VESlO6A5Kr4e4TR0aohKsRB6G3RULjCXMz4SBZeIoI4eU8Alk9P5D5MLRQpgTZdolXj+mPPJs2iTQ/dOeHQWvHS++J4PbxUQ6+4PRCS98x0iPhE96yUDBuUg8LkkMaE0kztOHsNlcyt564a5h52XPxwz683cMfMOXl30KtMKh58QDmQl9hLOGXUO9rgV6zLxwL6Q9wHTJ8zmqYK3eDNnKetsO9hg28kG207Wl4hr1adpb5hTyvnajd10+DtQUnRRCgpE2bfX60VVVbZs2UJ5+WXMnvk2vytLOitNVONv/Qw8Q/sA+f1JMmQw2Iyy9xP45i+oioIyWLG04iFir13A+rVnsGNnUg6/N1vmW60i4Hejkn2InhhfmZBEvzZcTYupSJQd9+6mcYSFuumT6Cww0VFogsUPQfFkuG4lXPcNmOxw4zrRGwlg87/A1couX5CwolIgxxgZbMVhNFOqiabtmXyN2HbV31C0qjK93o5FdUBfSqliNCD+AZKsw1IxGmvRaMyOMky1tWnS8bJRc6gPQIQFMJkKMBrEmI7GktUWvoSjMvzUFPf5Es0SASSDBUlv4p5bbqGxuZm/P/I4ii/CK8+/xDXXiN82WD125hlnMXrkeLGftr8iSURUWHzKGUyaMOWA53swW716NX/b/jIdcnoZtr7AStZZohIkuCMZyPT0dPPE2lfYrmtlc2AfTU1N+Hw+TEYTpUoOZg0I80T97NF18Pr6j3AeoIO1dMZj/L32ev5SeVnivWxJpSOmBUB+EaTtzUmid1+GJwx7rLgpR6QbNRs5ciQnnngiBoOBVX1W4sjkM0CRPnm/Ys4mjp70CPNmvkj3WS/Agp/BJe/AdO18Gr6GlBTdd7E8o54dviDbNNSiIRBih1+8/mFFAT+qSEo3FLueo0zTTunRnIcjMmwUmAzkZ2dz8vbVTIsKZ32d208grqAisTtjPDluJ8c0f8SrhUZemywcvM8jY/FKmdjwc3TRGLKzZlKMlkpWLLw5YOSUDeL5H2E2YtecjhyDgbBeBFwmScxFPzx2FHvMXbRr42P69OkcffTR1COhoCaabjpSHBXbjEJ6W4SDll2ULgj6f8nGjh3LGWeckYauQNJR8TnDPHPrCl781SqcXX4KCgrIc4g05vipow77e74XHJWwDIOgU1xLzxgKxc3tHBATRFlZGZGYwlXPr8MTEgP5msiv+GfJ53wW38VO42Oss+8AdOw1ZyJ3fciJfj9oEXaXTgeNy2DSuQAoqpJGAu2q/xzqt4qS02gAlKho9q013RtMPZTaNHjRKR4qg7uZu/ecxmLTOJaE72JscQbjcpOTRamq48YpKb1wdrwFahxaV8OD4xOLR6pFNe0Ag2zEjErIH8Wc0pJ9f3OYDfzmtPEHvcb/L+xnR/yM2s15ZMbtNJk6eCv3C67I/Ql9BhdPFb6Vtu2krFnQMREfEEYlZ0YRGSdVEdjew7ftW4kpMXoDvRRqHUMnT57Mrl3JxpPRaHIyvXrUKBavOJsplb+kgxLcJj3KjreQ56T3JAr4k9oOqhqlZ+klOLwxbjXMY1nMxp2F/YzteRBnnh72m6tdZBHEiozKzEwb/5pUTU8kykl5mTw/oYolW8SxVxTM58LWN4gYJBoqbUAHjBGjPWPUESJOToXRDWYh4ld5pIDdt7zC9prLARgfahUL9JhTGG2z0B72sqdkAbM2PCB+g1bubpTs6LxtAkGJhUBvgVhQlDNnpqQGFQW8HciShKT4UbV2CnIsAiEvcrhX7KeZFFRR9SBJOpS+XnRGIB5EicVAl4uqqgRDIdBZsB4g7RPXCNC6jAyQ9KiKGSQDWRkZPPrrX3Pjb+/C2dvLVRdeRqTDl6hg0WWZCEbiaZGZZNJhzDSRrYJ3IEQsMhSNO5QNqrsCbMhpo6g3G1lz9o3lDsyT8uGtOvqldJhbRWW1YS/UA/UiHTBm7BiM+6w4nCHQg1cK8o1hFzTDc889xw9/+MM0vgAAFXMx6kYR2Sfml3tGlVK6YyOdSjpSmzvpRN78OkIhvazkCOayAct++h6UzxyCvs6ZM4dQKMSyZcuop4JaGins/hoQ3eC3dLWyz1YJwI8UB68eo3G5Qm4hD+FshH+dA6NOFF3DU8i1h2N9Ke0BGoIRdNr5jbdbGG0K8femIOVqA7+M/5xK6hG4nbDRGlKZlZWFMR5jScc+OkYdQVckyivrP0N2tbF4SyNXv/MKnZk2Zp/7Y2SzlQy9jEeTejg1PweDLFFYdBpO12oypCAe1cJP9ySD1JkpFUt6WSIqGbAQpTrXwFu3ClTq6S99KCEw1s7gmJNPRpIkbjyxlvYPW/FpjkrhhAIyc62YRmVhKLbR9bxAjourDw/l/r9kFkf6eqPEVF76zRrs2SYCTvEUjp06lKd0IPt+OCqZv4aAIBbui0XJA/T5wlHpivSDDsrLy9na5ko4KeU2I38LmNjkK+f50i+B9IhZkeDjlDRAt16Xhqi8sfcNwilQeXeoD9oFgTYgSVxQWkyWwcYzRptozqchKmVZWl5XQ1RoF9yDI6SdfHDpSHKKK3DITqqicUqiEX7ZP4DV2w05Gp+kd78od387/VEiD74BsRh6yYhFNtDT1MOI8aVDt/0/bkadkWluwSV6Oe9jDHojJfYkqTDLlIUr7ALAbAajTiISV1GXjMIyIRdJkjAWV5H9Zg4BXzvtvvaEozJqVLo3P9iTYtAKj7+TvB0D9BlzaGAkz67bzhhlJdOmTcNisWiLqrinFnMFfaE+Ph9TSp7Sw9tBMxDnp21Z/D6rhkqa0o6d75hDi1IEAcinD4OkcmxukhR9ZI6DWyoKebC5my/GnkeX1UgEAzP4MI3v2dX1Lvl5x6GoUbIyZ6SjYVMuEo7Kpn+yw3EsIDO+S9N7KZzIaJuZLwe87LKUs21KKUGDIwGlyzFtcYiF4NmTORwbjsKqAw4FWqdOZyKXD9t+WEfIE8Keu5/CcSxG3KuhPgUFIBuI9QRQYxKSXs+ZJ5zA02++zRdffcpPrrgqoY8CoPijROIqFs0Bksx6DFrUJwM6vfydHZXWnQN8/W6SO6QYZN53x8jVSVSbZMbOL2bVuw3Yowp95kPn4ydOnIjFrMO+LAAqxKUkAuh2u9mzZw/jxw8NKC4vzWMgGmet28eSwmw+WemijRROWkYpI+adw1sbutimXb86KplIuriXbsSMYc9r+vTpLF++nC3qWGppxLz2b9CzBX7wFl+7/IBAL5c5vbSHIpSajWDOhCXPweuXC1Sl4WtxsJIpkHf4kXRrClkVRaE+IObcUaYgPbuv4xF1Hx9yGrul8exmAg6djFdD5Wo1R6WwUDzz7W1tTJ92JB/2R/lFoIixllH89Z1fIasqpS4funAEvdXGJLuVFS6BZlxZIbh1JcVL0MlmalodbPSJ5yPPoOfe2jKOzE5HxCPaslqZq3G0VJXemJt1VWPZVFzGtu1NvDy5msvnVbFzeRJpK5qcj2OkJlDZFyTgiSDrJPIr/r2u6P8vTZIkikdm0lnvRpIlVO1Z9DnF/TPZ9BSmVrEdwr4XqZ82cyY7i3bxGCG+CogITmczgE1PryxgyrKyMtbu6cVu7OXICUHem1HD4yVPcX/p82nHCvcex18GhubOuvQG4VwMNBKIBvjL+r8AcPYoQV7rTtGiWGUx02A0sFGK8HmzUI4cRF/KcrWJpnsHNK0QDeg0m/DqLEpePQnHO9fzXls7f+/upTQWh0emwOuXCUdp/3LUyz8BR3LxVstnE42JQaGXjdj0mbTt/j/SbO87WswdxuSUUVDYaNtFvjUfWZL54dQfAvD7+b/nN3N+Q645l9uO+BkFGWJicueZ0xbtUrtw0jr86TyVCy+8MKHtsL+jIpVN4ygtKviQ0yketYKvvvqAhx9+GJfLRSzmJh4XUHJD41ncF/8VP5Me4Xr5mbTjfMkJjGnRM253cqGqqL0VfZnopFyottLfPzSPP1+b/D4MF/Cnomt5qOgKmkknPzc3P876DWezceP5bN58WRoplXGniQjW1cLOFsF/GO/TEKDC8YyxiUV6m6eLnowwfpsYv3JcRR7kYjmGqTT5XzB9PE4kHE5DuQBiAwOi3NliQTabRYmyLIGqIhnFvZ8yehRfrl7NF19pfCDNMVEjcaxxJcEB0u3XL0WXoj7b1+ol5D90umLdR4109Cer31weFyoqfXGFL/W7efiph1m3aiNbg3Hq1XTis0lvRJdS1ZSTk8PIkSOxH1GEDhnrMK5fal+VVJMkiVurinhtSg2ZBj1Op5MwJnxFswQadt4L6AwmLr300oTOyW6GiWY14v/+lpGRwZIlS6g44QZUu4bUNH0D+z5jeSj9Ou7xp+jo1J4I570gOCuDturRYb/jQJbqqNhCQeKAXQrTtP44vN5tOAwW6m1J/ps3RQhyhFmcW2FhITk5OcRiMcqCSTL3rhE1fDJ3YfLcn/8nTqeTS0tFSnKszcxkhwh4JUmmqOh0RtqTTsOPKwpZXJBF1n4pzoiWbs+wiMHmcrloN5nYNEIg5cucXp5p7kAnS8RGiuNbYirWIvHMu7oDvHCXIAbnj3CgNxw4ff+/bXude/nXrn8RVw7t1J9w1XhOv2Uqi380dFyNmV2M/jv0JvteICpNRbMYOf44Xnp9F5MbU4SSMiNEB+IY9Abyc/I4YsUepJq/sDkOa9f+lJWVos+FI2bDqxeLTqVtCkdldTPGu4HdpuRD2G3Pgb5+aFzOhsJqArEAJbYSbp1xK2/uexOvTqZflsnNqmSZOQlX/nzFz2n3tSci/7KqhVAwHnp2wHPpImcAdG5Ovh6E3AF2vC24CoOVHtULBZxaMQdKp8FusQjHHeUoGk9DLxupckxk7+pdBE+YjsVx+B7s/wUL73MBsNfcjE8XwKRVQ1w98WrOG30emSYBiZ5dK5zFfEcfbc4gvd500bFss4hS3OH0xaK2tpYRI0bwxz/+Eb/fTzAYTMu13jz5CN5eu5sN0kxaTaUUFnbT3m6ivr6e2lqxMMpyJpta/NSXCC5CSBITj1kNEpIsfMuRZI1y4DFmYnZvomxULWHzOL5qEVB9MZ10dK4nL+/otHObnmEjQ6fiiScdrjXMoTKlpDTVBpwr6O75iKLCxbzX4+Kf7X145rzMmNalrM8U6cfxg+TfwvGMjonz3xsUULnZVIohLmMJx2Gw54wtH36hOXeuZqGKa8uHjBLRRHFQgyh/DEpUIdzYiKSXMDvSu49Hw2ZigTi6rCyMJSWEGxpRQmJcqyVWYjo/JmMRfYqdgZiCSZWAMB6Ph+zsbGRZFmiK5kzqNTKnJElCoTYUQ1X0vP3ZZ5x90knkZGXxw7vvZt8PLkVxO1HjJpB0aVHZ/g0cDcYUhVhFxdMXJBaJoypgzTQOKQ8NB6J01buJZSX5GtF4GEWOELb0ELJ2Qhw8mXvQDdjw2zwQhXPPPRe9Xs+oUaOQJInly5ezbt26hGyCPs+CeUwOOfU2AjoRfU6YMIHt27cPcVTWrFlDfX09Z599NiaTia+++oqNGzfi1VCT+JIXwawDm0Cm8vLymD17Nk1NTexLdXpnXQ+WbBh1PAeyceOEuCLjv4LXL4W2dXy2aw1rs84CYLIcYItiZY8/xDEp6CA1x8L1K6FllegIvvklWHBregpxP/Ot/BZdViaW8eNp9iZRY5/Weycr2oWqC2KzjaKw9hG2bB6+x5JeC1YkSWLixIksW7YM/aY1WGsmEtB0gf51yhmUBd1M3rgR52uv8aUscdMPf8jzE6uY4hjKDTGnpFmXFA0lkoeicUJRGWQw6cU8vKG1nQ8nzknb7vGGZi4bUUJMeg9YTFZsAF20ExjBxk+TfYpKa7MOeJ3+X9jFH11MIBYgHA9zxYQrDrqtPduMPdtMJJRehmy2GZh0TBlD8uEHse8FotI8+mxmjhRQ57Z2N96QuAC9RuE9F1ly6XttL2E5WbXzZq5AOsbljOMt14Mc75/DMWVH89G1F2GqOpLnO7u53ulmlr0SgG4tYqNxOWu7RE55dsls7EY7lTrxAO2YdAZ3Tj2Zt1OCoZgS46GNDwFC3MxmzoLLPhBqpIeyMx4DWwHkaNHPoJNSPBkueRfmiBp/jvut0NCYfhmRcHKR1mtNCYuVQj5+9IFDf9//MQs3uABozhWEwBMqRddjSZISTkqqVeaK+3D/Z3v5cnc3j35VhzsQTWjNeMKeIfuYzeZEWV1SuVjYKJuZM/PEZ69zAZVF7djs/bTV7SAUEo5GMGChJWdo5dYi3iZH7SMoWdlYMJfTYlM5W/cDovmXcOamej7qE/eyiA76+r4gEklHdMw6mQcKtlKrJnk070ln87DpIWpG3c1RCzYzdcoLzJm9lOqqmwHYseNmlm3/DdfuaGKFy8fWqIHXikTqJlNSqM4rhwnngDWHWquMnjge7LgMY5k48e/4TQV4LYMERQmMVqGAa7QRtxejGKyCGGmwgL+XuMGGaisAaw5yZh6mMRMxlZWIzxP/rKIrsd6CGteh6i0ocUk44XoLUo+KzmchrLrxyzoUgxW9lrGJBIMEmpuJ+/3EXS5URUE2m5EzkguhbBIOhzsYp7GtjanjxvGTK8QEevtPfkysr5d4SquAyAG6OBtMQ6O7gCdC0Bch6IkM+ayz3i0oPPr0RXKgYA3hzBSHQlKJlu0jEg1hNBoZPXo0tbW1CcRvwYIF/PSnP6WkJIle5VwwmsUXncXJJ5/MxRdfzMKFC8V3dnYS14KQuro6Pv74Y/bu3cu+ffsIh8MsW7Ys4aSUl5eTmVuQcFIGbZBEHsFIy4xfwoLbeGvqbdw34hJiw7Reeba9jweautix7Es2ffoBZJby2JwHuG3UT7jRcRKqJHFJx7sc6xDXb29gmDYCBWNFRVrFPCGC+eU90LMLBoZWHe3dW8fRLU4WrdrO3vZOGhqa0j63hIIYulR0ueeiH/0arzjF8zktw8pd1ekSDD2R5EI4depUzGYzkqeRPStP5f0HrwKgOyuXfRUVRPV6cgcGyF6zhlWrVjGdKIWmoby+i0ty0UnwwxEFQ5CUtY0DjPnlJ4Q0REUiii8a46cdHgImC8W+AJtWnU1OxEW7ZKVs2RZe1y56VswFqx9HVVXadgvidPXUfKadVJn2Hf61a2k673wC64YRevwvW1yJE4iJ8f5hw4eHvZ/RrKdsTDayXuL8X85k4k9NfNj7Tlpxw6Hse4GoNEdUSrIslGZZaHcF2dbmZm5NHt2KC4Bcp5lobz+7s5LR6CqHqMqZVzqPwpNm8Rd5FtJgpcGIOVhVlRtcbhoW3cDpK2+jS9H4KI3LWGMSC97MItG/Z6xqoAl4W3GytEGUkeaYc/jgzA94cMODvL5X6FYM6oRgzRGQ6N/nJ8uYASaeC1VHCo0MgLGLYdzpIOvgoUkiqoVk36BBy6uB2xr4zOmnwiucM73RRNdUmZLNYNNn0bx5E+FAAJP1/y6DfH+LtIlJd9GCszHoCzh39LkH3f7Hx45idUM/dT0+rnhO3IfPdnRx5MwsANwR97D75ebm4vV66e/vT5OJBrjMYeDt3jjbpcmssn3J3Kkf0bjRRbBblJB7vcaEozK5dR9bykX+fST1NFHPAHl8rObRGhKOyENN3dQHk9ymkRYzajBGZ9c7VIy4Ku27y8LL+DXLCKlmfsg/CEh21kbKGcispUJvJSdHtIwoK7uEDa0fEo852dbTgSpBll7Hn0aXs8blQ5bg3KIc9AvF5BKL+Wipv48KdSL1Ui3h8t+z1R/HF4vTIdnId+iR9BaQJFRVpSsSpSduwmYpY2SwFcnZRDgWZY99JCZZplpR0EsSksnEgJKBJeTCqoQhqwJiYeR4F6BDCQaIezyJMudBk70SikMloiE5DrMJm9lIpKsLXThMpLERXaZwTOWMjLS0nmwzoARj/Pnxh/j9z36K4ncB8OJf/sK8887jitNOo6q8HCXkIWbKQK81NHS5XGRlZSWPk1Jl5Ha7KCorSEjtx6JDJ9T2fU4UKYqqE4thSX4FHb3i+Yxpirk5gQkMWLfjC4r5orq6Oi3dcyCTTXoKx5RRiBiLiqJgNpsJhUJ0d3dTWFjIhx8mF4r905YgUJjhLPU3h2pPIz5qFDd8LcrV7XX7OL+jgZxLLuGTxx9ihWzh6TECCeh84xWK+jrInjydu3sUKBHtNEb5m/h93cO8P/tscMfSUz+pJklwwu/gyWOE6NyWl0UQ9pOdBNFhkCRCisIFzQO0F4lU7dnbm+nNF8/Wp9F+VqxcRdGa1TROr+Sfk67j400NCeLsyXmZ3DiigHKzgTv2tuOMxdkbCBNXVZ5u62Vaho0bbriBpqfPxBCIk9nmJsftZCAzm76yCrZOmsT0jRsZvXsPH376KatWreK6667DZkuXK5jksNKwYBLGYaojP9omeI5hVYyxUCjEnzdup9tkxRIJ89TmrRTH+7i0810erBCd5P9ZIgLWzJgX/C14+kJ4B0LIssSxl47FuJ9j3f27ewjv20fzxZdQs+xrDIVDg6T/lqUWj7R6W4kq0YSkxKHs5GsnEvJHcRl7uen9mwjGgoQnHH5/ru8HoqLlMSeUikhrR4ebnp4emjX+R4EiJrmvLEM7cM4snolkkJNOCgjtk4JxkFNNUelsJCR88RCtjnzcwX52DwjIe2bRTOjYxPhe4QAt9SaP/8LJL+AwOvjFrF9wxYQr+PnMn7OgbEH6l1fMS77+6R44+0lBgjzml3DBq6AzCCcFEmXOAJQdMeR3fOsJccm2Rk7a10tUb8BosVAxexIRRUGWZDIMubTu2Dpkv/9L5trUQ9Of1jHwbTtKOJZoEplXXcol4y/BrD+4jHRlno3Xrp3DiJykM7alzU1bl+ChDIeoQFKpdseOHaxYsSKt6Zo96GdGh5C2f0y6haukF/nzlKt5Z4dIowxE82jLEVFqbXcrJ25fzRFNO5jIZsq1csnn2pMLyRvdyTJTiywzp0SIrnV0vM6Wrdeydu1pxOMhVFXB7RapSTMh7uYOTBq5coXTSzCu0BWOEldV3KqNX3Afd0n3s1ZrqHhVWT6nFWTx+9oyfjeqjIkajB2L+fh21dG0t7/EKE3wa0ckl30pkXDMVggW8cx44wo94Rio4NdZ8essEHIzYMhERSakCF7CYBlpW0xmn7USNW+0cMitOcg6kHViSYlq6QvJkD7B6TslzJoDZ/f7kJqbMaU0GhwsSZb3c7S/+PILLrzxUp5++TneW/ctxhEj0Dky2LhD3LNF11zDA888gxpysuyTV7jr54IbdO+99/LGG28kjrN06VLuuU/ozvz17w/y6ZcfkK1JHMSi6fl4VYW2um482YL7I8dMhHYWoIsmz81kMnHTH89KiqJBoonbdzVZltN6pWzdujWtXLm3tzetgq2mpobJk4fnm8iyzIknnsjEiRMZOXIkLSmdgZ90h+j805/Z9q9/sv2br3l5RNLZadIc8GVt6XpRN7S+gs8hUagX93WPP0R/JB3qT1jpdKg5LvFnzN/PpRu2U/PNVk7asJe/tvTQrjeij8UwRiL0aii2TlEYf9wxLOrbwLimei7Z+Q5f9vrT2k2dlJeJJEmcXpjDTyqLQFVpee55jnv2TX5V18H5W+rJ8NYxyb2eUFRPPKBnTLNAdPS1Y2mqqiQuy9j9fjI8HrxeL5988smwP8M0KBq6n3W6xXwV1uL/SCjEVxpyeo5JZYxOIPE/aX6eH7W8mLZvVswL3k7a94j7WlidMcRJibS1Ed6XlERwvfnm8Nf5v2T7nClyDLEgm3s2H/a+RouejDwLf1j7B4IaneHvW/5+2Pt/LxCVznCUUFxhXHEmn+7opmndUh77Uni3FtVIkZLFRjnOJnMjqfFMpimTKflThh5Q1sE1XwMSVr2RuSVzWdmxklPyLJRmFqEC1bZS8j3d8NTxjDOm+3s/nPrDRDM9vaznlum3DPkKAEpTWPaDJDVZJ3K4+1vRZNglOn9SPtRRWekS6ENQhbVTjuSU1p1kF9noVCBPhkxDHk1bNlBzxOwh+/6/tOD2Ppzv1hGyG9F1+NFLEHivgcA+F6igyzSicxhp3NLL6ncbOO7yceSXH5gFX55j5f2b5rO5zcW7m9t5a2M74ZDIRx8IURkUf9u7dy979+4VHWW1fhdut5spdfWoJQHWSbMJSRZCeguv5p/Kb/iWDYYZxGUdeX43OX4P58ycjsPhoLn5IizhGBTCcADnNWX5XFmWR6mhir7G3xII1BHQlG7d7g0YDFnEYh50OhtTpjyLEg8T9Jfzy7p23utx8Vx7H+3hKCUmA5MdVjxxFXCwVRJ6NcfkDn+NPJ4tRKOCxzUjM4NPPPBMex9VOvitQ0y+EUXBIOtwRmNpEuEAfYZsFGR6jMmUQnyYlEFANmED0BlB1qOYZAhoXYp1ekwjR6IEg8RViLc0gwr5Lm3xHQYhGDR5P72G4447juOOOy7tPTUS5colS7hyiSiFlax21ICPY+bM4bhjjuX+R0RLCiUcJtLSgr6ggOOOO46FC47m7t/8HnuWCb1Rh6JVKihxlXhcQacFM0pcwSW3EDWK8WTRZ6CLW8gamEx/oSBBOhwOZFnmzDPPZNeuXVit1iTP49+wsrIy6uvraW9vTwhYVlRU0NzcTG9vLz6fVqVy5ZWUlx+8OeOcOUm+xG5/kuTdlVfAzsoalDdeob1qJAFrcgw1ltcwe9My1nj8IAkHbp5zI2f1LGXrZBsO/9cUGn9AdyTGaRv38dXM0Rg1PsefGjsxSBK3VBbBnBuhToiercmcyKd+Mea2+4KJBoR3Pvs3onoDf7hcyAEc4+5DL0voLKIhYthtYMm2j/i8bB5deQVMcljSegCNsZk5cvM6fvSaKJQ4+vGX8cUVQq3rMQNr4xPIp4cxHXV8O2k6gdxsjp03j/COnVh376akowNPZia7d+8mFosNLQk/gNX3Cp5jdVU+tLUQCgZoNArn9eyxNRhXCufZoMa5vfFpnis5HY9eXOPMmA+83fRr8vmFVUNT2+733kv7O9Z9+B3J/0fmaoHWteyNpQue7nPu44iioWvRgcwddrOqY1Xib09k+MBxOPteICoq8OnmrYS2fMh5pk0YtL4oLsXG4sgMjOhZq/qQTek39qxRZx04StebQC/ItBeOvTDxdruWl5zZuRv+Pg+UKOPCEawpUfjUgqmHd+Ljz4QZV8KpfxlWPTbNBhEVax5kD5W+3+lLRsT1FaMxmi0YzXpCGmM8w5hH577/3eofNT58DlJVVGIDIVRVxb20GcUbxdjpR5d6CXZpvWBKxYP80ePbGOjw8+Gjh0aFMq0GjqrNx66IA4aC4h4fClEZtMbGZIrQ7XYjI3FTfDVXq49yhCbTXS/Vsotx7LaLFNCVxVYu/sEPOOqoo5g2bRpnnnk3Ncahcv6DdnpBFhUWE3q9g+zsdKKd17sdp9a5OStrJlmZ08nJmcs8rRJomy9Ie1ikFzrCUT7uS3fA8uijVj/8Yu/1ismyIP9klky4PlGSHE1Jx0RUFW8sTkswkqjwLdMqKNx6B40WkZKQJcgxDj+Ju2MaCiFJeI3ZNGSVE9frka1WjBUjkPR6wlYruyQdzopKAIzRCJkBMVFLBgOKTkc4Rd1WkmWkw0id6DLTSeOx7CJCJnGPlWCA0M5dxD0eIi0t4v9mgXzpjTqyCqyJagRZlhIk2ngkOZZjEYWoITmWqscJtENO6ScwmDJwOBzMnDmTCRMmHFI2/mA2iKjs27ePzk4xvx17rBBx6+npIRAIIMsyRUVFh3U8JRIh7naze79UzZbasRg9PtqnCwRlkCPVVlLFl3NPYaOmlfP74k7uUn7NnrFmPBkGPAPLeXlSNTkGHfXBMMudPq7a3sjpG/fxQFM39zV2sdsfhOqjYeEvwJrHFzlDg6apu7dz1NbVHLfpG6565xVueu05HpAFL8IiC16Yr8PMFf94jRf+fCerZo3h1cnpFUxzs+1c0p+s8DNEI8zZuoEVq5cBoNaL+ztW60O23RvglFNOoeocUT00IxjEYbcTjUZpamo6rOsZjSs09wtHZdZYwTfq0xmI6g1YlDgzsyzoowKRCMTnokOh1p8kzR7h3g6+LgJuDVXMSo77aEcH3X/6M32PCwTCoqFl8YF0Tt1/zJb/Ge6rEsrWShzeuQHevJKqzYLCoNOquFq8LQc7yhD7tuNbFFWhJquGk6sOT/Zg0L4XjgrAOxs2E/S6sGiNjgYUC+9ExpGhighsnakdSVLJs+QxKW8SBZYCLht/2WEde37pfE6pOiXtvVnB5ANuG3savxgpojeTzsSEvOHzw0NMp4dFD8ARVx1625HHwuwbxfaSRH8kxknr93JPvXggt6aw4yMGE8bByFPrBptpyMPV3ZlQ6fxvW3BnP+2/+hb/+u4hn/nXddH1p3W43qkj1pU870CRjejC9GjQWO5IO2e/K0w8dngkrNZV4rudHZq8/gE8+EFEZdB8Ph/t7e2sWLEiQbDNsF/Lr478MzdzP7NUoUfybfwo6qxV6IGLJ06lpqYm7Thjc7KQtHPPNejZOGccvxxZwt01JUzLSKYJcnPmp+3X0/sZ9Q1CFygnxYkZYzMn9rPIMp9Mr+XO6uIhKq5nqq+xbevVRLW+PYoSTpQue30iXeFwjKPQZOCzGbWU7EcajCgqA9EkfG/Xy+QYdEN86RFmI0VGPRadjGE/gTZXLJ64b136DGJ6PfUlIzBVVyfSNz0RkVLqVWWiWirIrjUElfOyCBUUELDbUPPzQZLQpUq3H8QkgwFJi4Ilg4FoJE7UaAdNMVRV4kS7ulC11JK6Xxl0qum1suVUnko8piSkbY1GIwuOnsfU4wWCumDWCWRnZ3PKKacMOdb/xPIGnIzduZOghpzk5eVRVlaWFu0XFBRgMBweZ6Dl0svYd9RCtjeJlE1hv0ArNo6ZyPvHnMY3ZQsBOJkPmKmN9w2T5tJksCIBtcoWBnKMmKZchU5nIxzppji2lcX5WQD8fG8bH/S6E60bAN7pdomAbOHtqOc8yydWkfq+85m/8oOP3+bKd1/l/hf+SvncAWxlYS769F3O/upTLFYvW9acS6bBiSQn5wK9x0dx/W6y9yO16iSJ6UoSCTzrq0/5w+P3U/LMJmJhmfxdImAtUcVvr4sb8cbiZJx6CpLVSnTvPqZogedgn7hDWetAgGhcxWLQMbpQzCfdNoGKTDXrkDs2IhEnpuaizPgpau4oTu/9EoCF2TYu7PoQlBgBl5gPrSnl8/1PP8PAM8+ANk6zzhOd0WP96UrI/xHzdMBX90JwAFY+BCsfTvRrOrl5M5WRKDdlCUepydP0nQ69ol20c5hfOp/a7NrvtO/3IvUD0GWyUpHyd7vGS7kFPwXINJjbMAOjc0bz6DGPElWih+Q8DJosydy34D6un3w9i99ZDMCMubdB8ypR1nfmPzhdkjCPmEOGMQOL/r/Qm0Gnh5P+kPjz7R4nm70BNnsDZBv0iQgbhKNi0kr5DEVWcIXINOYRCQYIetxYM7P+8+e3n/W/sBNUcL6xF9uMdMKX59MmAPxrBJTYFVWQT6hg2omVRIJRer5Oqj6aJuTSuCUdHWjb7aRiwvD9T5S4QtAXxWTVY9PWlsFq5f3Lkwdtf0Slvb2dZ555JlFhAZCZmYnBkIXRmE9FpIE1zOVr/TEAnJCXSd4wyEJBfh5zV27AW1TKv05aQL7RwI0jCoZsl5OTzl3yeDYnXmdnJ6NOWZL4YNoodvqCOPQ6KiwmpmRYuaY8n6iicvn2RiQ1wnH+XQQCHWzdei3jxv2ZjZsuwmDI4ogZ7yYQFYdD6PmMtVt4aXI1V25ITsjeeDzRwbjGasKiEzl5iywn3i8yGcjUFohamxlVVXFG45hkiQaty20grhBSVAIp00xcUdANgyz4zRayUhyGiORErysiHIao2UzG2LFI3wGRMFZVEe3sRJ+fj7dfnLMuK5t4n1ik1Eh6SkuNxRLOTarpjDoIxhJicKqqCkdFFo7cT3/6U0wmE3ln5THtpArMNgPHnDz3sM9zOFPCYeJOJ4YUdKT7qquYFIuhi8XZPmkiVVVVyLJMYWEh7VqbkKKCElzdAbIKD06Yj7S1Edwk+E872juhpJzFyz/nqTMvZNPo8TBajI1CtYsJbh9HZP6FLTqF+6NzUWWZX1QXY+ldTwTIzJiGqsZpb3+JtvZ/cVrpH3i+oz9dqE2zt7qd3FZVhCxJ1G9z0pBXgawozNqxheM3rCSjIkjhuaXoXGHaLVYGK/Ety37IZIMKBjCVRAi1JdEG392nYr78Qjj216KFhGbhvUn0+LLPRMpEiqi46qxIsThusxF9cRWloS7azUVsba9jXsVosi84n4Gnn6FkyxYYNYq9e/dyyimnJDgpPZ4Qv3h7G/Nq8rhkTiU6zUHf2SmCoJEFNkZoiF57tnjWTysrhOV3AyCPPhLb4mORpHVcFnAyJqxnZpYd+bNcCPQRcInJKtVR8a9ONkrNWLwYY7lANOP9/wVEZdWjQvl80L74bdrH77d3Qvs7bCnIo95z+IiKqqqs7hC/Y17pPCLxoePjYPa9QVT6bBlYU4h2mfkCfltHnA+JIpsFXDomeww6WXfYTkqqVWZW8vhxj/OP4/9B1vyfwEWvw1lPJNI2J1aeyJySOYc4yr9viqqywxfkmbZe7m9M5gt/p6Eqg6mTiMGI0SKuhU3LddoN2egkA86uoT1r/it2EOBGl5EuZtUYVigdLZwFo8VARPsdilFm8+ouPv77trTt17zXkFA63N9Wv9PAc7evZPPnLVhVcSC/Ftl7Ip5hESWzeehYSHVSBsW4AKZMfpojS49M2/b84uE7Wufl5TGxo4Gjd6wl7yB9b6zWKrKz52AyJh06gyGbsrJLsdvTeQ2yJDHBYaXCkryGJlnGrtfx+pQaXps6jmmTn0Cns+Fyr+PbVQsJhdrxenewZu0piS7PdkdS4XSMzcKLk6vJ0vqV+GOig7FVJ2PVyQlJeGsKcmPdD8WRJIkcox6bXkeGdpy2cGQIxyUSSnIiIin30G9OX1wVfRSdTqu6icW+k5MCIJtMGEZU4PWLyiVJljAU5GEcMQLZbh+y/aDi7f62P6ISjyqoGuvIZrNhMon7IEnSQdtUfBfrvuf31C08Or0EVVMLHlkvCPuDJN158wQqoYtZ6Fnh4KXfrqFt98Ejbf83IkKOSxLt+cIZmtrVRMFgd/dIiJvUv/DPgs+YPP10JOAo03rOf+8pzv/iNS7PdeH1DTq84ygtvQiA3t7PmGrxM94+/NzaEorwXo+LCzfXcb7WmK7U28WMSw3UntVFySwXOpc47sB8UDIUrAVhdIaUZn1Hpzv1vg6z6N78xFGJ/mpqPE64Ltkw1OxPirz1bhNORG+GFWqOZYoiFvvNq14EdzsZJ54ormdzC3q9Hrfbzfvvv5+orHptfStLd/Xw2/d3Mv2ez3l3czuNfX5+/paYoyaXZZFtt+E1WehzCET11P5voP4L0FuQj7lV9MWSJAy2HI7MycAky+AQpdUBr7jP1sykqm2sV6BdlilTKLj5x+g0xebYAfo/HZaFvdC6NlGB91HDR1z68aVEm1eKzxc9BMbkc9JmzUrb/QKPD6enlehh9nHqDnTTE+xBJ+mYnD+ZUVmHr04M3yNHpSPTRKimCseJi5k5axZP3HgqefbkZK4zaY5Kzpj/0ffML53P3JL/WcT071hvJMrCtXs4dt0efrGvHVcsPmSbRRrsGjWaMGhOW/G4XMLagpBhyMXV1ZG2j98dRjkAl+Q/bWpMIbh7gJg7Wc3RGVHoUyGvNPlQ9Nfm0BdT6KjOom59kldUMioLg1lHb4uXf975Lbu+7UhzPFRVZbeG0qz7qAmbxlHxaItMVIkSig9fPjnIHxiE0k0mE4sWLeK4447jmmuuSSxIDsd4FqakAXMNujT5+1TLzRUy/uFwOKFvMZxJksS0qS8yf/63jB1zL5WVNzF/3reMrv3Vv9Uk0uEYy/Rpr2AypfMV/H4RZWZmzsBkTE+jFJuMmFLSNwZZosJiTPv+1G61+zsqqZapOSqhYVi24bBIBaiqSiiF1+W3WIkOloJaB3komnBZfOhYPxwLuMNEgmLiN5h0SLKMLiNDyO/vZ9H29rRmh4Om14jy8agiFo1onEEvfH8k7j9lrtcFF6Dr3nsBsfAOmjkc5sQ5cxIVRGPHjqW2djSZrvFEAyqqorLi9boEEXg48y0XjkrLMUcTNRjQx2KMOOUEXhtVzO8ev59Xf34Tc2LfUpR/LDabWFAiSjtlXS2U121h8+arUJQIWVmzsFpH4rCPITNzBqoao6vzNV6dXMP8rHRncFA87bqdzXzp9NGWIyrxRsbakJ07kfXJ83U79MSK8tE9cy7dt8TYWWvHmWEgPv0HFN34EKbaWmwzBWk82G8krJQQ76yHF84AbxeRlpZEWu9ANmC3UFA1kikjRUHDel0BvHkVJi0giff1UaMhWhs3buSNN94QqEBD0gl0BaI89lU9725uxxuKMaE0g5+dOBqTyURTrti3VI2R36V1Pp9xhagoHc4chURVIxEtSrO+cgLs/ZRYTw+KxwM6HSP++TyG0lL02rhTPJ4hyOBh2yc/h6ePhw3P0uHr4PZvbmdjz0bCA1rlavFk1AW3JTb/s13Pb3NzCNrFszM3FGJVUwv9W1865FdFlSjLWgU/qDa7FoveQpGtCLt+aMBwIPt+pH5Uhbg+m8eysyEEj0ydhV6v450b5/LS7hd4Zu0qZIvIR47O+fdKBP+3rT0U4bSN+5iTZedv4yp4rKWHvYEQFlmmzGxgXyDMWJuZMrORz/sF7Hh+UQ7v9rgAUK1iEGTmW2jRyZhUlUyj4Kl01rtZ/soe/K4wQW+UCQtKOerC/9x1UfZTIlSCMWSLHs8XLXi/SqZ1IpPy2bC8g7wKR5qEuWVkFsvWdFPhj6XxIqaeMIJwIMZXL+zG5wzz5T9301HnJuCOsPCi0YQDsYQ4lxJTsWo7B1SVTAwoRHGH3cOm5q699loaGxuZOXMmsVgMnU53QM2LfGMycv5BSV6iUdr+ptfrycvLo7e3l7a2tsOq+igpObhWzOGawzGOaVNfZOOmiwmHkyhaQcEpTBj/0LD7GCQZo06HyaCjyGTAsB+KkWXQ0RWJYtPJB/zNMLTzca5RTywewx2HSDwOqkpEUdPkVCRUwoZsjAUZGDLNRMMNKEoASTIRi8UEKvIdnbZIMLnAp0LpIVXFm5mJPR7Hkp1NpFWMybjbk9BrSZ6YiqKLIMUN9LZ4iak+dCYfBoOfnJxq4vEwOl06QuiLxbmvsZOVTh+Pj69MNMf7rhZpbAIgth/En/Xjm2keNw5dbi6lDz7AlMqj+Gr57sTn/e0+2vc4KR871JGKtrfjWyG4Ass1BCXD52Ls6Wdhy8qGvdtRQ2FC/QZycxcQiwk0IhhsoGT6aDxdAcKRDtSYiebPy5k6RUGSdJSVXoTbvZ6O9leorLieN6bW0BwMM2u1IOM+OKacRRv34d8vKKoKDW0L0FRuISNjEhUjr2ZN/7v41Si2ebeQXSG6YVe/9y4ADactJry3jobXAIrJGe2jMDKFSO6lh7y2TquZgsqRzMvIgc59fJx3JB93fcLJ7r0YSkqIdnQwKdaDlLmban8rO7rG0NB8MuubhaPyr6tmcdFTa9jT7cWoEa7PnFpGllWMs65MgXqUyCoMLv75B+FlOIoIxrMA0BHG6NwOr15MeN6/ADCW5CH/8xQ46Y/IJdNAp4N4nJjT+d21VFQVNr0gXn9wC48G9nG+x8tVLg92zSk+f8XPOGXCpbxRWkxpLMYKi5kMUya/OPdrePkCqBOCqXkf/gyqjz2o0vAtX93CsjbhqEzOF/wWSZKYXjSddRyecN33AlHRR9JzZT/a1cJRa3byUfcyXtj7NwxZG5AkherMaiozKv/fnOR3tD80dNIejvJGt5Pt3gAvdIjJ6onxFSybOYZnJ1Ty7MQqjs5JlhAuyHEkyJtxS1KoSM4VE2WmIY+u+hbee3gTfa0+gl4B221f3v4fJdkO6p8k/h4QKEaqkyJZ9Ox2R4gDBfs1p8oqEI6EqzuAt1/se+6dR1A5MY/Rs4q44v75VE8REdnubztp2dHP8lf20rozHfK2qKA1BMYmiQjnQITawsJCZs+ejSzLGI3GQwpzPTm+kitL87i54uCTRFWVqNBKrST63zKrtYq5c75ixvSkXkhV5Q+RpOF/myRBmcVIucU0xEkBMMoyY21mKlPSTrFYDKfTSSCQJEXrJSkhXw7CcTFpvbDCkg7i4cSCpVfiOEJ+sv0e1LhMIG5GZ7Kh04kI3GAQkfF3RVXiMSWhf5JXZk/TpAgEAig6HR6jEcVqxaj1v1GCYtwqiiK2URQ8Hg+KHCGuD6DIEQy2PnS6GCNr1pGdvZGvl42jr++rtO/+Q0MnT7b1sdMf4sNe10HPU4krBFKUb5VQEvFTg0HiLlcC+k+10M6d+L/5Bu9nn7NlqXiu5pw5ktGzxDhv3zt8WqDvH09ANMpApp1OTUxtYkU59uwc0ZJgRBYAWe5R6PUOTKYiTCaRliiYsYeKYwQi27/HQuPGHbh7BGG9oOBEDIZcwpFu2luFjEKFxcTdNSXcW1vGWLuFj6fXcm1Zftr5VAUFv4YjroKC8fgKy+jLNeJwTMBiGcGc2V8wf963VGhOSqrZjzk27e+BPXZCfVEiK8R4d4wIkzMnj8xzzqbixtkUTBGIWa/dgmS1kF1SwrQMW+KcfllzE7Ev7sFYko0KPB2L8eMpd/B47Xmcqn7Oxc+sIxRVyLUZmTsyl6natdrWLo47vkTMY4qi0OMQhNpslKQC76DC+HDmKCGgiH2sOpcI0OJhwl8KvRUTTaLP27I/CWQwR2w72E38O1lfevWnbsdb3NnvpFB7xsIS7Ah28+f1f6bRaGCFVYg/Hll2JAadAZY8y2tHXkudwYA+FhY96w5gMSWWcFIAJhck9X3uW3DfYZ/y98JRWbRzIzbnK1jc76PTnJY9gQi/aTWjSMnc92kjT/u3oPT/besIRXinJznRXL2jCV9cocZq4tjcDGRJ4uT8LCotJi4uyePHFYW8NnkkOknCrAg0I25NOip2jaeSZSqkbedOomExIOUUqH+gI8nO/3ct0u6j+9HNeFIcEoBoh29IqXIcaNzShyxLjJuf3vwus0DcM3dPUHADJMgpSv4eo1nPjFMq0/bp2OeiZWd65CkhYR10VFQx2R6oRPm72mJNTM1ykBQI/L91VABk2UBGxmTKSi+mqvKH2O3fjW2/vxnkJJoSj8fp7e0lGAzidrsTQnmSJGFOqTU3y7LIwwMh2YgaCdCnVRUZYxHMsSi6QQc7JlIsBkMWAHq92C4WS0fpDmWpKR95v3uU6pT39vYS1c5NjUZQYzFcLhculwufz0do0HEYRFYG2yDZ3MSVlwHYues24vEg/QMrCASaWeVKciJ2u7sJhbvo7HyTeHxoOmLFa/t47o6VNO8QY3d/p6TpggsJ7xZEZ/P48WSecQayzZbgxXWv3sFAhx9Zlhh/ZAklWm+YDq1P1qDFnE6W3nU7/W+ItNKevAxcGQJxqU7pEh8uEcGLrUdA/JIkMWPGG+RqhG+DVcwdznqtLUVXp2htIJsoKhB9fzZ/ew8RrZfTNeUFXK41+au1mfntqFKu2ZfknFUaEAKWJ9wDN3zLjumVIElkOETlpMmUj8EwtKcOgONYoZ8jGY1YpkwBYGC3nbBT/AaTI0JhxVZKfvsbrPYecsf4sf3wRDZVFpJfUYWsiWneUV1Mjg7azMW85jdi8q1hzfgp/Gu8UI39KH8BOZKXM+KfAXDC+EIkSWJhbXoKcZzmqDQPOPFqgaI1HACnVoacU80BrWgCASVL7CO7YITgOoZ3iWtlytS4IE0rIB5FnyMQm77HHifuch34uMOZVsUzaHd3p+ujdOr0aXIZeZY8phdO55Zpmh6YycG8WT9mq5YOd3cfWDKiJYVwOzJz5BB+3+Ha98JRufeGO5ko78bufo3srl+R1XkXcqwXRZ/N+KprqcyoJMOYwWkjD6O/zv8B2+AJpIloNWrqkYvysxLExkEzyBI/ry5mgYasmGJiQMdMyfRGvhZlFZhHYIjHkaV+LvnDXK57dCHlY8Uk8Mrv1g6Z3A5mqqriW9VBx+9X498ooir3hw1EW72E9nMYnG/uw/l2Xdp7sraQTDlhBPkj0sXJ7FmmtFSQLTP9bxBRcqpFgrFEj4xBM5p12FWxnzUidCgOJPr237LKykokSaKvr4+9e/ceeof/gkmSzOjRv6G6+ub/6HFDoVBi0VdVNbmok85n8Uec2PQyoBLQWWmLQVBzXC1RMbal+GDpsOBZhOMm2nwl+LTmibFYjHAwdlh8KlVVCfq0xcqiH/LZ/k6PLxBIlC4HXK7E7xgUURs0SRoedYxGB9i27QY2b76Ub1afwD5/ElHc5e5i757fsHPXbWzecjmKkiQfqqrK0s1dfDPaxFuPbyEaV3i7vZeXT1hMXJaRbTYijY103nknAPr8fIrv/QO1a1ZT/sQ/AGhuFNevdEw2JquBklFZAHTWuelq1MrTAwGazj2P0jfeQ6eoeM1GnDYzjjlHAVBpEemKeDxAoFBr/NiWvM5mUxHjxz+MThaOTf/uTPydVmRFwX/r7dQdtRDPp5/hbyoRTRwL3exa+9aw1wqgsi5ZYVZ1zt/gis/AYCEeD+H3C60RRwrZOxpXuPPtbTz6VV2ak2mZOIHyJ5+g6p23Kfz5HQB42qyEneJeGh3afR5ogF6Rguo1ZRPT6SioTKIbFp3MJWUCXfrJ6Nt5ZuEFfD4rfUHdZavmXP0yfjvfxt2nCyfqnBnp6Y4Ms/jeFW0i1ZoZ8GJ3d4kqGr0lQZgd1kqm4dcQFZvshIXi94Q7xD00ZWm/JeqH1jUJRMX7+ec0X3b5sPyqA1qTRphd8DMaHUNL/rv0OlZesJJTq0/FpDPx9+P+znMnPUehLYkel9pLUbNFSX5760q+bPlyWFR+r1PMeZPyJ/HOGe+QacrE9cYbtN92G+H6oUrxB7LvhaNiMBh45qRnePTYR3nntDco1Qex+AQcq9gX8OqiV/norI/It+Yf4kj/fdvuDdAcHBpZfdbnZoemzLhbm+jOKsxOqxY54QCkzVQzDjoq5qSjYi1z4DXIyJJMtWMyeSU9OHLMSJJE6ehktPLpk9tx9wYPWFGTaqEd/bjerUfxRvF920G0N0C4Ifmw6Aut2OYkH8zAfnoqTdr/I8YNzaNLskRmfvL8HTlDc/ySLDHhqNIh79tShJKMFn2iAsUQEfe+P/hfEkk6gFksFsaPF5Puq6++isczFNHp7e1l5cqVbN36f7vFwf4W2Y/IFwwmF2hTSuqo29+FSZbJksXiN4C4nw4lhqyq6BQTOsVERBIqvtGIQmN/jJiiYyCUCaiEQxHcPQEGOv0JRBAE0fH2228XOe/p02loaCAajvPr395JYWUml1x5ERs3biQcDuNyuVi1ahUnnXQSkiSRn5+f+B1rd+3kgWee4c9//jPXXHMN7pSJ32CQychQyM1N7/uSav0DywHooJQYSSetLZ5BT5/I5293tfO7HSsJxBViioq3P8SHR9j4apKVRxZlMe+Lbfw4KPPEmRey6uzzGfHsM2mRrb6gQKRn9HosU6eiyjKdRhGlD6ZCM/LM2LKE4/HmfRt49/z7ef/cPxBuS5Lo27IdFFTV0GMQz9hgKs/j2Ua0VFzb6L6kGJm4BhnMmPo2O/5VQ+uyEkCios+N1NZOrLeX9h//GPWuR/A0iWvU7X6I9RsuYPOWa4cQ3ku2bE4euO8Fevo+p7Hxr2zf8SNUNY7JWJhINwF8uLWTf61p4c+f7uHej5NcHAD7kUdiqq5GP34C/ux81BiEnOL3GzO0xf2VCyHQD0g0a8hxYVV6Gua68nzKNEfj3SMuYdUkQdbN1BrnrcmYSKXURWTv8kR1ZWmWhR8dI7STlkxPOi0NraL0O9/r4oxdT4k3M0vhYJVrmWX44wIlscpOqDwStWAiYY84J3OhFSYKrS7qv0x0EgcI795N1z2/Z+D551H8h0DGVTWRqlGqjuLGgjy+tKZz9vxGCxnGDP545B9ZdcGqA/I6rfmCcxfo3cWPv/oxb9e9PWSbPU7hlI7OFseIOZ10/fZuPO+9T9OFFx38XFPse+GogGgCuKBsATXZNTx38nM8eoQgJa50+eiN6YbttvvvmD8WxztMxc3hWGc4wnHr9zJr9S7iKQ/vdm+AS7Y1cuy6Pfhi8YRa5GSHhZsrhRerk2BKikjYgcwQFU5QxJC+uEcrxe8fnTmD6b5aBt4Tkcu4eSWMGC8ekIAnwou/XMXyVw4d+YdScuDRLj/eL0W6xzQqi7wrJlBwwxQyT6wk48SKtP0yT6nCdtYotrmiSBJD0JTEdqmOSu7wZMR5Z9dwzu0zOOMnSSXgoqqkM6czyORpYmay5qgcTKQoqkRxhv4HJX8HsDPOOIOCggLi8TjNzekLgKIoPP/883z++ee89dZb1H+HKOP/tQ06KhlaN+NIJJJYlPKNevRqADkmqrYUVaHQbEGnxpGJUyBFsUfEOFcViZAEA7LCgKzS6ErvSCxJClGtf4wSV/G7ko7+tGnTuO+++7jmGsFhqKqqwucMc/ris3joL3/l9ddfp6amhv7+fl577TW8Xi/btm1Dr9djMBgS1V5frl7NT664gp9efjlTpkzhPE1UC8Bk8qEoTkKh9JSmJOlx2JORf2HhYlo0NaeR6l4kNU4QC3XU8jkn8lv+wON9WVQv30r18q28va+b9lwRiARNMi0pZbhNZRVYJk0iY9GixHu6vBy2OHt4rr0PyWYjNOU4fI4RyJLCyKlifHfedjuj1z+O1SKO1ZY1jbayY+jJn0ZckvCZDLTlOHBU1yY6HVdpjorbvYloqdgv1tk5JKVgzyzjqPNvZs45FzL37AsYqRH341p5v8XrJ7BWjAWdbQC3ey39/UvpH9jIhU+sYvrvPucXj3xARXM9V77zKpfHX6al4T62bb+BhsaH6Ov7QoydgpPSUvTPftuUeP3MikZcgaGVLl/u6eWz/So6E4hKv5jr1OxKOptEKqKgMj0Nk2XQ88JE8V5TJEbQZKaor4dzvhFy/x9ki9RXrmc7dSmlz7ccX8tLV83irkVJonx/RDgLGaEAQc0pJ/8Q1aaSRH9MIBS2UBcNp5+Bs28salxC0ikYphwLlZowZNs6Ms8+G0iq1Href5/ue/9I/zPPHvx7+utwbvGx9+0i6ro9tCoB7igdQeyuZCA5Izt5rgbdgUvuc4unA1CqpXHvX38/sVgYgi6IRcDfn0BUBgXePO+9lxRY/A7p3O+No5Jq5Y5yTiqbwsJsByrw58auQ+6Taoqqctm2Bi7a0pDmUEQUhYXrRIlw8N8o6d3uTUacWzzJyXiwagfg0ZYedmty+GNtFi4vzeN3NaW8MaVmSNpnODNExCQeNRrT3q8+QTwEBtmESbYQ+LaL4PY+LA4ji384mZOvS5bNbf+mnf72dNh7f4ukfh5TCWwSC1LGcRWYa7ORTTpks56Mo0eQqo1vm1XEgEFGAXJK7EMabw1a1eQkJHkgR0Vv1FFYlUFpbTaTjhYRzYSFycimdFQWxZpmSzgkUkWN7gNzRW5ffjvHvH4M37R9c8Bt/h3T6/UJrkpbW3qVw8DAQFqK4cMPP0yo4f5vqQgDbOnZQjQlLTH4/YFoYNh/3pAXf8Qvyr0NEIqHCMaCeENesU3ETzjYQiTSTygWwhV2oagRqlQnI907yPTW4wv7CMVDhOJhBtQAoXgQnxIgHIujT+FPqRIghRksC46G42kpp2g4zj13/4H6+gYeuO+vxCJx3v3gbW760Q0EAoHE9V20aBETJ4pxPliGbrVa2bZtGw//Q6RS9LEYi089iW3bttHa2qBpM6WTw3V6B+PHPcj8eas44oh3mDH9DSZN/Afjx/2FHpMQ6BtjdFGkE+XV9/MLnpOuISAlEZmIqvKbgCvx9+i2CLP3BJm7S3xXS67gP+RclGzf0ev5khM3d3DH3jZeqO9h7wghPlnctwFZ6WfP6l/g+eADsto2MuXLu9LOuWXq6Sw9ooLVM4uI6nXsqxhNSFGptpgYZTWhqgou9zpUC0j5IngINwx9ViYffzJzl1xIBhLGuEJckvistgSnTQQWYwrmE+wuJhZMEra/Wf823zYM0O+PEFv2NQBjN+0k3jI8ullYeGridUOvjy2tLow6mXyHiZii8tmObsKxOD96eRMPL93Hnz7Zzd3v72R5aZKoqbNIfOtMBkkqEsE5txPy+5B1OnLL0wMogFJz+pw5sbOV2cuF87Qqfxqb7aOppoUPP/ww0W9JkiTmFqlkmpJLaZ9WTGsPB/gqay7UngSzbxj2t6Zan24KAHKPRHhfHd0vCeTDVJSBdOwvkr3h2jeR84MfMHLpUipe+lca6uZ+/31CO3fSfe+99D35JN33/Qnv118nv6TpG7rWZxEPyzTdKwREJ+VPQp+iK5Y5Mr131oGsYoRIjxXG4+hVFW/Ey8DL58B9FXBPPuqD4/A1i98wLlc4cq53RcVWqgN+OPb9KE8+gN1RXczXG7y82e3kF9XFlOw3EA9kK5w+PukTzkNjMEyNVdzE+kA4obj4aZ+bMwqHJ3kdyNpS1GOXDniYlikmrpXO5EL1YHPSsx1jM6OTJK4uP/yUlSGsdfDUp/9WW5kDt1mPmlI67P2mHcsE4RCUFVo5s8pOMxIbG71s+ryF4y4bvpxWjStEu0TUoC+0EusWTpd5TA6miqHpqazFI3G9U0fGCRXIJj2d9QJWL6w6cCpr7NwSJFli75quRCXDwWz+uaOYdVo1Roues2+fzp5VXcw6vZqtb+6EHieeoBjqTe6mYfff1ruNz5sFRH/rslv59OxPyTJnHfJ7D9dSu9+m2qCqaG5uLj6fj4GBAZ566ikcDgfxeDxNw+W/ZVt6t/DLlb/kjlF3MEpNCjEFY0FmvXTgfkX/LXt64WeUZufQ5/URieuQdDEsJj8eswF9wIYuphKPKuiNOgKeCH5XGFWSuf/eh7n1jh/h9ri5/oZrkHVSohrJ4XBgNpsTqTe7JvrmcDg46qijePLJJ1F0OuR4nLBbPIPFxRKZmRn4fDKqmgxM9Do7GRkjMWrdfTMzk4hej2UuROIcWXESgT4Pna4YPml41DCorW3XGu0UrBSRfl2RgW/HQoMmv26ePBnJaKS+5AS2+ZNikv9c38JZLhmdEqGs7iO23vE0sXyVLG1KN4ddjN/3It5F19O8x8sHo0pw5d3MD3Nuo/XtfL5w5ENEZXGOTGvrszS3/INIRKQTDFUVRHq3E2lqwjpt+L5lVo+PEOA1G1ElCY/ZQLY/SJkjGynjZ3z9zyfJrPJQdUI7W1sbAHHuczsFOfTb4gmsbhnDD2Y66Ov9EFWNI0k6bLbRZGYkv3NPl3D2xpZkcPzYAu7/bC/vb+3AYdbz3pZ0TShyKvn9ERdzSssqdEY3nbE8jtSSzA/vnsvR87IAyCuvRD9Mq4EMvQ67TsanBaGjRo+ipr2F2RvXs3raDB6uuJg/73oEt9vNJ598wiWXXAI734XXLoX5N8NxvwFvN51GsS44QkHa5VzC57+clgodzkK+KL6AmLMtnnQHzjTzeEHEjcfAYIWIF+mLX2NccCvodBTf+wc67/g5ANHWVpouvAg1hS828OyzFP3mN2Sffx7KvuWJ972BAUDP9AKBjHDDatj9gWjVchhWkD+egCRhVVVKYzGaDQayG79NfC7FQvygr5uBUUcwMW8iSjhMeI9AWAp+div9DfVQt+9Ah0+z7yWiMmhTMqxMsFtQgS3ewCG398fjeGJxXupMDpS9KU279qS8vm5nM6tdB0cd9remFG7Kix393LK7hRc7+lmr9cOYnZmMuHIMOvIP0PDtQKYocfQa2z6sS99XkiQMxek59miHL8FH6X1iK4ozTLlT/Ma+tgP/tmh3AOIqklmHfa6o2DEU28g+K11t0NMf5LOnthMe4aDo1hk4jhZ9fFq2i+tbNubgjt6Y2cWc9uOp5BQfmBuQ+vuMGnGyqCqToy4cjdlmoKZUOEPOqAaF+9pY07lmCFrxxLYnEq8DsQCft3x+yO/8LlZWJpCezs5Oohr0qapqwlEZNWoUl19+OTqdjmAwSE9PD/39/WzcuPE/eh7D2Rt730icz/6oyv8rs5v0GHXiHgUVI82xCgZ0GfQ6dASNEuFwnI5AGLc3giJHieuDnHLacUyePIUVq78iKzeTvr6+xLW2Wq0YDAZyNVXPwZ44kiRhNptZsmQJOi2F9e5rH3L0gtlkZWUQDnclnJSYbMejK0NBIqao7Gttp/+pp1BSSrP3BkV0OzEjl5nZ6UTFuZ6t3Op7lWpLehBxckUeR104mtxCI8UDwolvNpo1NFfF9+cZNFWezM78JJmxKVOHvUDHotOs2II92L6Wyfggvex8/OlTWHzLEWw6KZdvxlvYVljIM7EfM/LcMtZpt7ms/Xr21f2eSKQPnc5KcdHZWEcKsmiksRHPp5/hfOXVIfdH3yueYa/2Wzza/5F9dYyeKyJtT4udeFSiMybOe1bfBsY4RfpsU+koBkI5hC3XM2P6m8ye9TlHzt/AjOlvIEliWfq2ro8Ptgliak2+nRPHi4BlbeMAn+8a2kMMYEXpZH4x5zpeHXkCD+VcyU/8V/NU3QziqszSpx4FYOSMmcPuC1Cc0veqOlfMT+d88TEAH+cdyVGznmBrWTXdzfuIhXzw2V2AmugITds62s0CDbOHA2SG/Dijh6YK9LYJhywj1wRtGpIlyxhKS8k84wzxt04PRVpz2lV/g6eOB08HWWecwdjduzCNqgFVRQ2FkAwGzJMnYaoVKZe+J/6BGokQ2pjsXmyIid50Z9Roxy8YCwt+BsZDUwxANAkN2sUYf7PbxYhoFINWdapOPh+A4wNB3tyxFunBCYRfuQvicXRZWegLCii6664DHnt/+14jKgDj7Ga2+4Ls8IU4eT9g4ot+D65ojLOLcljh9HLNjiYG9htUe/0hpjgiqJDI6Q7aGZtErvLYnAxenFR1yNLnVEelJxLj5c4BXu4UdfBlZgNvT62hMxzl8dYeZmTavnMpdTQUwqBVUezvqADIpuREFldj6KJ6Yr0BkCTUYHq+0N0bPKDIVlRzYowldmxHFGEotGIstSMZ0ifKr17YTdtuJ/Ube7n+saMBcPUEcHYFkGUpwY35b9roqiwA3IqCTdEhyXGu+uwqHjv2MY4sExNqp6+T5W0i0ji58mQ+bvqYdZ3rWFK75D92HtnZ2djtdnw+Hxs2bKCuro6+vr4Ez6O0tJSioiJmzJjBmjVrEvutXbuWWbNm/Y867x7I3GE3USXKZ02fkSmLCD61B4dFb2HNhWuG3delVcfY7XZsNhsuv4uwT4zvsDlMPBLHqliJEsVnSDq9EhKWaAYyUWKqFSMqatyCS04iFibZjFEnY9JL+CLglTNAI0WrgMumw6XGIAZ6m0z2IGdBggkTx/PYY4+xfPlyFiwQvILD0cUBMBUV0dPfx9uff843H7wirkekHwUJnWyiVSlEjYcJxuK82NnHb1r6uevrVZy1bx8l991HXyRGt8alGWMzp6WNcz1xjv24DCjjvisdLEEs9Pq4Ss36r8ldtAjHM3dh7c5DH7uQmF6iNRRB6n2JPduKiepgc1USWfObZfyn1pE3+RR6JilYtspImr/kWRwjIzgK2wUXoKoqX2XEGYxJV1umsZppoKoUqp2UIDhTOp2NBUeuQ5ZNDFQJMTDfyhX0P/kkANZZMzFVpXRtbxMOttdsZM45F+Jwe+D+hwnt2Y09O4cLfvdn6tavoaflIVq9Ak2cHhJOR7RQpaSsnc6efFY0wBEjJ7Kny8uNL21kVIGdx38wnc93dnP1P9cnvm5UoZ3qfDtWo45AJM5bG8X3z6jIZnSRg3+taSE33EdmzEODrZqNWQKVeUt3NAsXjsb9+buJY42eky7Dn2qlJiP7AmIc+6NiDp3SuAu7LOFTVPqN2Xw7Mps32n6E/MdHkjv27oV4DE/DCjxWsUjbQ0FkVaU/HKHIdGCuB0Bfq3hGsu0xUFX0xcWM+urLoRuOPAZatd4//fvgy9/DGcIByzh1Eb0PPUT2hRdQ+ItfIOn1KOEwdcceR6yjk85f3Iqp1QcIh7zYCd+c/83/qDdd7tG/hvduwhQNcosm6RIwZ3BarJ4f2m2c7vNjjIXA00Z48wtANqaaKqRtr2NuXHXQY6fa9xpRARhvFzdhpy89zxxRFC7a2sCNu1o4cs0uztlcP8RJAdjsDXDc+j0sXLubZQPC6x1jMydK+gC+GPCwyXNoxKZJKzP+Y20ZV5SmR1sXFgu59RKzkd+NKuP0gu+WVgIIB/wYNY5KYBh6g3mMqLCJqhEGNLXSSJuP4Lb0pn9mGWLhOAH38PLMgc0iP2usykSSJUyVmUOcFBCCbQCKVnIK0LxNTNDFo7KGlI7+N6xqRAZ6VfAcSpUpifdTRYje3Pcmiqows2gm544WJOw1XUNRl/+JSZLEUUeJctBPPvmEuro6XC4XgUAASZIoLy8nFAtRMiJdU8bpdNLV9d04VodjzpCTRW8v4ujXjiYQS47dcIrWhyRJWA3WYf8ZMGDWmXGYHcTUGK64C4Neey/qIEfKEa91Dsx6c+JfaayKHDUXg5xLXM4kKGeh11swm2zk2TJw6KxkqjLxqILVZEQ16WDQwQ7GcJDeiiCmk0TTQ1Xio/c+5bTTTuPOO+/kjjtEeadOp0uQfYczVVWJxwPCKdfpuOuBv/DBE0+QbclEkmQ8ZNBMNQ1KssIsqqo81SaemT9cdgPud98T7Ru0ar1KixGbXpdGfjeqYMoUqQrXxmT6zxEM0XvHz+n+w70E1q0jx1VHrlfMQy9u3cW3L4dw1R3DJ9Ns9GTpsYQVxrRq80hgErsH6gnOSDp5uvEj8J2s0HRsD0/+5Dp2t3cQkGRkRWH+jvQ5cApJtM5uH4MsC0fIWFUpxsLOXYnPQzt2pu0b3icg+8mXX83cJRcy/sJLQJaJ9/YR6+2lpHYs004+DVd9Bq3eUo5vXstxDWvF9atQOKpWpMM+3dFF60CA0/62groeHx9v72JPl5efv5VeATeqwI5OlhhTlEyj2Yw6/nX1LH5/5kTuLO9icfdHjAimE54BfGWTEq8Lq2vILStHUVT+vqyeLa2utG1Tm4tuag0RlvXoVJVJxvT5bd+6IqKB5PKpxsIEnruN5s2fAmCNBtGpKjpVodOZ/h3Dmd8pnjtLWKz2lgkTht9w/i1w5VK47CPx97bXISD2yb32Gkat+IaiX/0q0WBTNpkouOUWkCTcH3xOz5bks2APgcEbGvIV38mmXQyLHgTguIAYXzsJ0x3o5ld5OXxUMwfGnwkLf0EoKNY8c0YA3roa1j992F/z/xtHZcd+jkpdIDkhD3rQFxTn8JPKQn5WWcQzEyoB+KTPw0A0jjeusEFzRn41soSvjxjDmQVZiWO8ozHgD2SKqibKkhfmOPhDbRl/Gzsi8flFxf9zdCHo8WCMiUlsf6lqANvMIrLPGsVW80qcYQGdRtt9hBvSz70gW0xYrp7kAqaqKq3L22i74xtRhiyB7Yh07sj+C3tqqfBAp0hvDWq1DFeW/N8wnV5HtibstMCRREg2dG8AoNXTyj93/hOAJbVLmJQ/CbPOzEBogH2uw8ufHq5Nnz6diop0Ep8sy5x66qnYM+yc/8H53LTppsRnPr2Isrbs2vIfO4doNEo0GmVF+wpcYdeQz8PDiJLtb3ElTkRD7nQ6Hb0BIVIWRQEV5P2mlRJLCQ6jgwKpBCmuQ5FiRNXkNkEjqFY9QZNEgU7Cqkp4IjHCelPSSYkqSFEFR3zoOQdUAx5nkJbmViZOnMgNNwji4oMPPkhBQQFG4/DctHg8RCDQiN9fjzvUw3333cd1P/0xypz5dPqj+HwSHoZWC6ZqHCk6HXFJomn7zkQwNE4jlhplGbuWclyYaadiroiQ27YlEabKDvEcOl96ScDi4XYmN4l78De/yg7nOLxmia2V4jcsWePmnPXdjIrVEcHAv9p7CU9IPuv2+QIl1FtdxKIhPt8o0hYFURdHbw9y285kxcrkNEdlbOK1MRU50Sy0M+modPc4iWptBypPEaRI2WpN9MkJbtsujpmdQ/H8O8jt9fGTTa9hGRDzSbRC5ZTJUzHqZXZ3eTnyT18RjiV/w4kPLafPlx4kjSoQDsr4kuT9OHZsISa9DlVRiG9bhiPu5/ofnEpZhoHCcA/FsphzmpQMzrrjN5x43Y85/VaRbli6q5s/fryb0x9dSTilijMVBVuxo4deSxYAE2Ppz8VGeRx17xXSuaUcJXci7iYL2x5dzg3lvwIgw+cjbBM8qO6+Q0siBP3a8+QWQaBpzAFamuiNUH4EVMyF4skQD8NWkZqTJAl93lBdlKyzz6LssUeTvzHlcYjuV4WYas6XX6bhrLOIaunpA9q4M0BOOnjNmpOkSjJlJ/4JljwHC28nFBPpb5N/9TAHObh97x2VcZqj0hyK4Iom0xu79nNczi3K5sExI7itqpifVhUx1nZgOKzWZsask3l8fCX/nCge6n919vNce19isnJHYxy1djfnb67n0z43d9d3EFJUdJKAFwFOL8jm2vJ8/jK6nMJDQIOHst6WJl78+c0JRGU4R0WSJWwzizAXZyUQlXCjm3CziFJ1ml5JkVUMNFd3AL87zNcv7eHrl/ZQ91ZykrOMy0Wf4oi07XHy5M3L2fpVMloMepOTTdtuJ6qq0qlprRSP/M+Uix+O5WvX1hQu4+tzvwagzlWHK+TigQ0PEIwFmVE4gxMqT8CoMzKrWBBIX9/zeuIY79W/x63LbiUQPTRydiCTZZnzzz+fkpIS7HY7N910EzfffDOTpk7i3bp3qXfX44q72Fy6mcp5ldRliuu9c9/OIcdSVTWhBHu4FolEeOSRR3jmmWdY37U+7bMTK0XX2HAsfEgkqT/Qj4SEikpXqCvh3Fh0ViQ1PfJUAKNkosxWhhQYnMDixFOmnpjWKyWmQptNT1eWjjY1TndYPK+msII+KEgVkbiBAjpJa88tSzz86CPcdN3NxGWx6Dz+j8e5//77D6gI3NvbjN+/j3jcj4ssnnp9KSPGj0JfMRanx8vzy1eQnVFOlORzWaBF29H9rs9Vd93HnL4o9zcJ5Gus1j1YVVWu+cbHMVsC3FpdTP4IPbLRjxLTceYqH+W9IX764mNpx+qz65i1t42ajghIEnvKjKyf140iS0zSq9x8YR5S+AmODX8AwMdeB3GzhO6SGVimTyfrvMuIR2Vkg0rBpH4aLGLslMTF817Yl8EDY8q5vjyfK4/4Q+J77fbkwmgoLob9yKahXTvp+/vf6bjvT9z4p3dBVZEyM9HnJgMs8yRRURXclkRDVkbLObkpfWEKFMgUZ4zjwXOnMFjcZdTLVOYmEahcm5FfppT8lmaL+Xh0CqKyeLJAH3et+Bq/cwCjxcr0eXNZ8YsT+OznJ3PzaYIk+uq6VlptFUw4+ngcuWIhbxlIPscvrBKLtTsYZXNjUp7AF47hcYiA6pqBds7u3UuGT8yVe6qrAQnXrjhdK6CzJZvbb7qDfeViPSjr6Ua1a/y4w5C5D/nEWNcNiPtkGsZZTDNJEg4CiC7IB7POrThsdZTMdmLJD/P0WQo7K8QzFzmAo6L4/XT99m7CO3fR98STBz++NQdGJxu1thgM3DPvHt45/R0m5Qs0K9zQSHC3IIxb8757I8XvPUclx6BnlNXEvkCYB5u6+e0oAeHu9KdDXpeWpHuiIyxGqizGhCrsdeX5rHL5qLSYKE1xKhbmOKixmqgLhLljr1ikp2VY2aihL3v8Ib52JuHqRflZGLSn0yBL/LZmqGjZcNbf3ootMxvzMC3qAVa/KXLqgxwV30F6o2QVFVMfEvnBqIZ0yHYDlnG5+Fa0U+yNMMEi4+oJ8uGjW+ltEec/yyYWIacK3Rkmdr62lwkLSskusrHt6zai4TjfvLqX0toscopt+FL0LnpbvXj6QgQ9EWSdRH7F8JUQ/w0rdpjYGQrR2h8g15JLdWY1De4GVnetZk2n4GD8ZPpPkDUS38XjLmZZ2zLernub66dcT445hztXCHXQckc5P57243/7XCwWC1dddRUgHBdVVTn/w/PZ2Z90RuqN9TzQ8QB2s7jXnh4P0Wg0QQCNx+M8+eSTRCIRLrzwQvKGiaJSrdvfjV7WE3aKLs5er5dt1qSMuV7RY91ixTzFjKqouPr8GI0GbJlDq43CsTCugAs7dhQUvBGvSF05ypECRnxhHypi7AV1MXyWXMIxhSx3QKQA9VFCyMRSEJXU8nUAdT9eVHZAIaiP41H1ROJGclQ3FVITLcoIVi1bxptPPcWa5V8zY9I05iyZgTlmZt120ezs+OOP59prr+W2225j6dKlfP65IEn/8Y9/ZPLkGs444wS2NXr42aU/SPtOR2YWV1+0BIwZQBRzrIsiRy09w+hpNZUIkrhHQwUGg6OAJ4KtN8r8viiFxTYsjsvYUf4JrvqFTOpwc+E3L5DX20roZ1XwVRbK1m205TgIez5mZPsF1JUU8s14CyB0LWbsWMPS93cQcqlUN+zBOsFPn5THGnUOE69YQlHRaexc/iWBbguOMj8ls3t5D3Fu5VIzUIzfaeDqItHXR1WTc4TNWpN4Lel0lN73RyItrdjmzqHp3PMIrFpNYJVwOMaOFuWrgcL0ucsycSLuN98itFWMrVA0zsdrG3iyNYncqHqV+roiajs6OXXSBEYWHMmGZifjijN4d9VenusX8+asfJXL51Yy4A9TlSfSPgCTypIBzoLaPIJeD0ufflxcn8VnJqp5MguKODUzxmPftNDcH+DX7+3gq1sXJvbt9ycXy3s+3JVAdDrWdSHNyEPXKm60pbQYuvYSfuopbtq3j5wTTuPJMy9g3bELKQ56WLD8G9xb+rn30uvZXSWu4YydWzl35VJ2LloMXW14XYfWZgppCJLULZCqwf5TB7USrTqq4yCE+5WPwOe/FNekElpr46wYUcm1oXmozZ8mHJWBF/9F/1NPUfLHe/GvXk3/3/+ROERwy2EgusffDbveA+CEqdcxvub0tI/7n34KVBX7lCqMjo7hjnBQ+947KgC/rSnlwq0NPNHWS1RVWZDtYINWaXN0joPTCrKYnpleWaKTJF6fUsMv97VjkiV+NbJkWB0Toyzz6uSRXLKtgR2a/snGA/BVjsiw8cDo8u98/h17d/PKr24jo6CAi37/ABZHes7d1d3FvjWiLCw/OwsAf+zA0XZOSSnBuJeA6sMqicXQXJudVhU00qRjx/I2vJHkcRzaZLHdF2PgYzHAO+vcLPn5DHwDScfvvYc3c+LVE1BiKa3be4J0aWhK/ggH+mE4Lf8tK8+2Qq+bDi0fu6BsAQ3uBh7b/BjeqBeL3sLY3CT0PbNoJqOyR7HPuY+1nWs5tiLZ/Gx/JOLfsVRibKOnMeGkWPQWLh53MU9sfQIVFa/BS1gOY1JM9Pf3U1RUxMDAAM3NzQneyt/+9jeys7Opqqpi8eLFQ8jP3oiXs98/G4Ns4JHxSfKfvl8P2ULfYHR0NP56P7IqY41ZiUYVooEwVocRKUXPJBwLU+eqw6aIcRKVBcqRZcrGYXTg8QSRFQOgENQHCBmtgIQPCZ3iIaAzoqoycVLuvSwxGFaPjPXRoM9B1dAWnaJiDypIgEP14iEbf9SGSQG7zQlxmH30Mcw++hj0/hgWWSYgtYEFzr70bC644gJGZScr0Y477jiOO+447rvvPvz+OuLxIKqpgrIqPZvdQz0Qp1btIykhYkqMiGsAfeTQKNZg6mewf1ZGvgW9UUdEN4223G+pyfsjH/RfycKlYgFw5e3Bf4aZBlMZUZ8B4n0UN7wKR/woccyjVn5MzraV9AJ6k4mZ827iRPeHvM25PMc1XG6rpruxntVvvYI+34ajzE8UPXVqLUgwWh0DEkRDKiFfFIvDiCTpmDTpCYLBFrKyjkj7DRmniAhZiUSQjEbUFBXiozXHo9VewMDObmKKykkTijBPHERUtqEqCs3rtnLRpnexxUIYKiow/+QUdqz6Bs+uIP1trZSNncCYogzGFIn5bPXqZEBn2PwZ276I84OR1RTXJLWRJpVl8fD5UyjPsWLS62hqrCcaCpJZUMisM9M7j9tNel6/bg4zf/8FjX1++n1hHly6l/k1eXS50wPVx76qw2E2IIUVTCt7Eu8Xj6qEDcsSnJz5cpwnga2OUiaNqGBKcR07cov4bPYCZEXh1z0NLPjrvUTsdhqyLgEgNHDo1E/IL54lvYaoGPdLEQ9rJVPE/84mlEA/slVDt1QVdrwFuz4QjQxT7J+ZDi6fcDn5EQs9fEqkqQmAvn/8nXhvHy2XXT7ka8K7dxPt7j54l+acKjj/Jaj/ivFzf5r2kaqq+L4Qac+cW34D7vehczPM+yX88fDkD/4rqZ+Ghgb+9Kc/8cYbb/CnP/0J10GaJm3cuDFRgtnQ0PBfKcc8JjeD68vzUYFn2vu4bHsjq7WJ6ZaKQi44AD+kzGzk2YlV/H185UHF1krNRr44YgxvTEmXZa7WFB8tsszWueN5b1oNNv2BF+hdK5fRuW/PkPdXv/kyqqrg7u5i6VOPDfl8z7fLUVWFEROncNJFlwHgOQiiMtjnwhlMkjTt80qxTs4n68yaxMIx3qJjokWcrw6waZGvIyVt09vipWXnAP3tmq6KUSbgifD1S+m/w90boKPOBYjy4f9NqygUzliPho6dWi0EpQbF3ybmTUSfkmOVJImxOcJxafY00+nrTHxW56r7j5bwru4QUWpNVg0fn/UxV0y4AodRQ5sk8BrE5P3mu2/y7LPP8te//pV333037RhOp5ONGzfi9aYTTQF2D+zGHXbTF+zjm/qkkF1xoJiarBpeXfQqc8xJfQ4ZGVUSi3E0khxDiqrgirgAMCgiao3IMeKhEgIBq0hFaeQNWTFhi2Rj1CVFpDxYiCETT5GXt6gSGQbxtzkewh7q17rpquRE3RS441gj4phZkge9pKIgEVYMxBQdKdImxGx6vBaZuL6QTINAmCLxCIo61LFQVZW4ItA+r7J/ylXFqGollhrCJiliUYs5BzDEkgv2iJCfAhmuf+PF5G+SJSo0ov2gozJYXn/XO9t5fO9Yfrv9Mtr3iXSA12JGcYAlJ8SoY5Opj8nFyYZ3ki/KBu84nFpzvvELjqF2yrmcwZuMUJvwSQ6e2jPAb157kz8tPI97J/+elRzJ01xHp1yKIRrmpNoJ2LVUrbsvmfbOzzuWEeWXH7DCUDYaKb7ndxhSIvxijby5ImTlqn+u5/p/baDHG8JcW4tksaB4PNSfdDLKFRdyapNAbnMvu5SyE3+EueZkAPrbW4Z8V1Yw6SAUuepZ+tSjvP3H36Lul+I8fUop00aIa+F3inPJKipJNBlMtQKHmaIMMQ5//9EuXlzdwnUvbmRDs0A5HjxvMsWZZvyROF2eEHaTnuPGJhfkEWPTFWyPvuNWxtrMRJGozy9l68hqPtP6Ap2jjzOwRQQyBr+fzByRNlKch+GoaL2p9FE/+oIC0XjyENaPQpfW0+2FpT8RKVslDu//GN64QjgrboHQPDLjLE4pK+bzjEwuGHMBxkrhCEWatNTPfmrrutxciu7+bcL59K/8lkPamFPh1PsFjybFEirHej2WqVPghN/Bpe9DwSHUelPsv+KoLFmyhNtuu41zzjmHc845h6uvvvqA2/7jH/9g+vTpSJLEtddeS3X1QTpM/g/s1zWlPD+xiiVF2Yy3mzFIEqWSiu+z9+iqG14yfuNH77L23TcO+zvmZzt4YEw5T46vpOvoKXw7eywv1Rbxsz3fsvvNfx1037ad2/nokT/zxu9/iaevl9d/dycrX32BXd98RePmDYntGjdvGPLg1q0Tk8Ho2fMTrPX+yIHliTPyCzA7MmjwiojOVJMlyov1MvZZxWSflYSBS4wypx9fztxcMfhku4FFP5nGFX+ez0RNBfaDv24hHlMwmnWccr3ISTq1lFJWoZh8g94ojZsF6bL0EPop/2mrKRMRW39cKJqOzh5NTVbyN07Onzxkn8qMSgDq3fXsHEimZXxRX4KI+5+wwdTTqdWnkmvJxWaw8eIpL/LAwgf4/JzPsWWJCau3s5fm5uY0/sipp57K2LFJJOiBBx7g6aefTuOu1LmSvKIVdcl27NmRbKrN4lnbn8ehSmLshDRxw5gSY69zL32BPkxxExISkiwRU3WARCCi4g5Gie/Hi4rGDpzeyYvLZCgSMZPYx6o5A454gHGRLkrDXZjN4jNZiqOTFHLN4hg+1YQrlIUUUWB/no5kon1AgVgWIJwVbyhKQ6+PAZ8Ht3c33UEXcSF3i1/bvcJiZJzdzBiLQtl+AntFARWdAkoshiPgxxCLceRAN+/On8Km6aM4+6uPE9tadHIiqOnvEKTZnBJxD5dq2h+Vrl4eXibQrQZ7CRGtIaNjhJtFN99O9bQZLLrpFk6ztEJcwbDNSUzSMzByHpkFhcxYdBayzoDNfy5HtYmOvi92DvDxpPm4MnNx2nJ4TLqZb6SjkVG5P0vHuFG12LPFgu0bODRhOtUyTzsN5fnXuHdGenqszS6cKVWFTS0uJIMByxTxLEVbko6IOys/oQWSUyrmjP62odU5tr4mFvR/w2X2RoyqWLiDXg8DHQcmc/o0tMKefeBihLHFwvEfLGmGJEelJNPCyROSfYUun1dtRNMYAAC8bUlEQVTJ3aePZ0p5FvecMYGMhUclyMX2447FWFTEeUXCAdk2opaGikpWThGKsVWubsImE4osI6kq5UY9KqALBYc0uEy1eFwhEhKOgjHqP7y0D/DHtX9kk16MtUDDl3y77QV4fjFsfD5tu6gk82zfOloNBo4pP4Zsc3YCsYk0N6NGo4mmhlnnnYf96KOpeuN1ss89F+sRAmlL5R19VwvtEtVjppoa5AMQ2w9l/3FHpaGhIe3v6upqli5desDtp0+fjtPpxOl08vnnn5OVlfWfPqWEnZiXyV/HVvDFEWPYM6uWHzx1N5vefImX7roVT29P2rYhv4+vnn+Sb1567qAPyv52YXEui7VqoHgsSssDdxP84gPWvfsGD5y/OMEl2d92rfgagEgwwOu/+wUt27ew+q1X+ehvfwFg6smL0RkMRENB3Cnn6u3vo6t+H0gSI2fMosAoJr2eSOyApEhJkiisGklHoA739AC5Pxib9rltRhHRY5IVSazrIkeLlg0FwvGwOIzMXFSVmIQBcsvsFI3MRE5ZlHKKbVgc4pyC3iiSLFGqdXj937LRFQLB8UkqbmcYSZK4e+7dFNvEBDWop5JqIzLE7/+48WN+tuxnaZ+lkmwPx+5ZfQ8/+OgHuMPpHU59ER9ruoSjMrt4duL96sxqjq84niJbEaPL0tn/ixcvRq/XYzQaGT9+POeddx4lI5Mlza2trWnlzHXOpKNijacLORUHi/F6vQk5cLPWs0WRY6iouH1e6l31NHuaiStiIjXFxSJut9sxysnjdQ4EiUfTnYZYyjiQZYnqTCuZFgPl2RYMZhWPqY+IRoo1KxpSobdgMJiRAbvJhzXDQKZO5LRzM6zIqKiAL2YFVcUUCJJGrAWQJOIxG2rcTrfbT1OfH184RptLoTlUSnfMRBvltPhLCWnj2qaTMcgyJoMDqyl9MrW7fOS7VaSYgiUcosCo596TF1LssKGz2zDmDq1gi0cVGjeLEuaiajH+TNr1uGb7e4ntWuxFvPreaahxiXCkmbJJxUw4y8j6bccwuv0zTF90InvEot1fPJmjf/UwWUVi3M45+ddM3GvDEvTjtWcSMov7cX5R8nzOLcrlvJliIXXkiHvnc373ktSGXj/7stO7Bc9YkFSQ3dTiAsA6Y0bivcbJ8zn71HtYfecjyBYR+eeWiueqv004Mi3bt9KyfSvP3HId+9Z+y2TPdi5bPJfzfvNHzFrVTGfdUJR50HwaWmHPOXAV4biSA5enF2daOH9mOWaDzEnji7j5uFpKsiy8c+M8fjC7AkNhIdXvv0fFSy9R8sf7ALioJJc8gx6n2cpn42cS1RuwhwL4tm0GSUKnccZKvV7cFq1JY/fwAnWQRFNARR8LHDTt44l4eK/+PfY59/FZ82d8YxHP7PUuDzPfuRmaVwr12hPuSezTppeJSRIWvYWrJwnQwFBeDrKM4vfT948nQFGQjEaKfv0ryh9/TBCqAcskEXiGtghHpefhh9l35AIi+ylsH8wGS9vNY8ceYssD23/cUVm6dCk5+w2anJycg6Z0srKyDstBCYfDeDyetH//rvXV70VJKIQqbPvqs7TP3d3Jyb5jz9Cqi8OxnsaGxAM5aCtf/xcBT/qCFY9F2btmZeJvV1dn2udVU2dw9CVXk1smHvLe5gZ8zgHisSitO8QAKho5CltWdkLNNqqquA7SPLGwWiAK7QN7kIfpt1N1QgW6FM6KnGFEzjBinZ6ERc12A6ffPJXKSeLBrJiQi8GoI7c0SfjNKrKSmZ9c0AorMxIKsv9blp9pTtRu7G12ATAxfyLvnfEeH535EVMLhsqEV2QMnSwGnYkvW76ky3942iZ7Bvbw6p5X2dK7hb9u+mvaZ2/XvY0/6qcyozLRC2N/m1mTVNGsy6gjb1Qe1113HVdffTVWq5V6Vz27IrvS9kltbDhYYm0z2LDExGLhNArYW9+vZ+1aUTFQWFiYLOOVFBRdEINiIhQLEYqJhU2v6tGhQ5IkbFYbDmNW4nuiCQrt/8feeYdJVZ5t/HfO9LK7s71Xlt6XroiigL2D2FsiJMYUU0STaIwaUWyJmigYY40NVCzYABsqvfe2LNt7nz5zzvfHO2VnG0v3I3tf114wZ86cOTNzzvve7/Pcz/2ICILTphM9egLQShIGvYbseAuxFgNamw631o0vMAQZLHGgt4A1CQJdfWWvHavJg07ygMaAVqfHaGhBQ5gQ6TWdVBAECIHijaHJqYmgMapOvJ+CBr8lECXEj66NbkjTSRrE7BaaGSDkURE6h+xsLvxO5OD/nCdIY+HmGlx2LxabgaxBcbS4vPi9XlBV+jSFxYR7bRl8Yz6DA5ViQqip+YLikhdRFBcritKQVDg9UACypqiec574hq2lYvzQaLVcc99D3JAZThOdY9Xz5IBMLk2ykWXU84fcsIXAISMqK/8Fn/9JhEjaobC2lQpzPLUp4r6wnHEGv73lHB65QqQGNpWIayq4AgdYnz0Ch85IRptChYTMLJAk7A31VBXuY+GDf2Thg3+koTw88cVnZpExcAhDzp4GQMXeyI7JbdEaqKjpPqISJio58eaIPlJJ0Qb6JUex+S/TeO76gpBoty0krRZzwUg0VjEeRmk1zMkT32tZrPju+1WV4Pf5MBgMGNLENRDfVE9doBVCd15IQX2KXvUgoXZdmgz8Z+t/+NN3f+KKD69AURXsfcN9eXSKH/LOovaWj3ktJpxeNykq5+Wcx5rr1jAg0LhR1uuRAvd77bPPAqBNTUFqZyxpClRyufbswVdfT91zz+OrqaHhtdfpDu59+2j6eAmqqoYiKsZBnY9xPcExJypd6VHquyjRamxsZNGiRSxatIg5c+Z0iMi0xdy5c4mJiQn9ZWYevjA1iNKd2wFCP8y2L79g7Ufv8d1br6GqKo1VYbJQumv7Eb1HTXERAFlDhnPGtTeLjapK0abI1EF1USGu1haMUdHEpXf8TOMuuwpJlknMEiPWd2+9xoLbb+aVP/ySvWtE7jC9v2CrBlnGFtDBVHeT/knJF9bKZbvFRdRcU42iRBIbY5u+PalzxpL2x3FYRkUKqszRei68fRg3P3o6BYFOyUHiYo7RM3JqVoSfSttmgycKkiQRF3Dq3VcSJolGrZHM6M6voayorA7bTks7jdHJo/GpPp7d+GyP3vuNXW+E/r9ozyJKmkXIu9JeyUvbRKfTGwffGKo4ao/UpHBYusZYw4yPZvBmyZskJCTw/t73ufLDK9nhjiTSy5cv5/3330dRlFBE5ZXzXiEOsYAojBb3WGNJIytWCN1KQUEBsiyjVQVJUCUFWZWR2lTnJBjEbxfsOuz1R05obilgeS9BoxT5nKKVcMkqXkWhxeen2A2KLgk12JvGaIWEfqLUUR8gyF4nBDrRhrbpPGCsQGMsJ8ncRKyxkWilMeK9VI0k3JaNGpAlovUt5ESXkGCqD+mvBMT/VcVOq0eE5oNtBCyK0HFE+VrRtF1ESZIYMw6sgH+Og4otGAcO4pfvvMyL773C1cli3/0bRJRqwPgUJFmi9N6/8N5Hf2Jyafjej/3ZbPbHJ6BKMltrT8OvyOw88AnbagewtnIEm2qGIaFw1/mRRPrr3eGIqk5v4Kf5WSHlz5S0JGRJYv7gHNZMGBTRaM8asB9o6SyismUhfH6PsGYvDQvGW90+vt5dzYebykGS2Pinv9Nv3VqyXliApNEwMqAV2VLahF9RMQ0fjpKQhJKQyFcxQgvXtuxYbzKTEFhwrfnw3Q6nERWfGCIdqX3FhF3RRWoewhEVSzcRlXMGJHPe4BQuHp7GM9cU0C85XHFoDIj6DVrNYTmBX5saz0CL+D51ip+hZWJx0K9fP3SpgsRE1dVRFyhRLu9BREXrERqz7ib0Tw58EvH4tlG/xj38GgCWmU00XfUyd239J/PWPcaOePE9vxoTxcz+MzscyzxqVMRjXVpah320qakiQuTzsfe000Pbvd1kGVS/n5LZP6P897+n+ZNPsAectk1DuzCx6wFO2NK2KwIza9asUDQlLy+PqVOndtnq/p577uG3v/1t6HFzczOZmZn4D6NddBBlAfJx1g0/4ft3/ktrQz3fvv4fADIGDo6IanQXUenKZh6gtqQIgMTsXMZeOh2P08nq99+mcMNaBk06O7Rf8L0SMrMYNuV8Pnn6MQB0BiOpffuRFiAhidk5ANSXicmuobw0tBJJyQ+z8ES9lkafnxqPl/6WzjsPZwwcApJEfVkJO1Z8xafPPkHmoKFcfs/96PSCWESfk4W/2YP1tFQkTfc3cdtS1hFTMrHE6MkbkYjRoiNzYCz7N1STPyqJEVOOnFweDZIteqqafewv7VkUzqzr2O9iaMJQRiWP4rpPruOD/R9g0Vm4a8xdaDoR8QF4FS+fHfgMEBU9Tp+TN3e/iV/xhwhMTnQOF+dd3OV5tI001hnrcPvcLNiygDPSz+DBVQ/iV/006Zs6vG7z5s0kZSdh99g5o+oMNnyxAcktfsMKcwXFlmKy7GIgS01NJTc3l6Kig6g+CUkLSIKsxOsSqPWJiVGLFjfukB29N6BJ0UsSHlXFLYFFknC00apIDh+qWYtXI1Ho9BCllUOGaaokSJEkqeja3kMavTCQUnwh100C3V19SvBeV4m22nC57Cj+BrRuIz5JB0Yt6GUkHaiyBq3eRxyNAMi6wBsrqjBt0cugqMheOweb60izptHsaQ6RFo1sIM6cgEZjEGJAwK9BJJ+W3AmtJfDeLOJ/+gFNC98ib+lntL6WTvTNvw+V9GcMiBVmbh+9jw64bpcojzb0zSflN7/hzAUfUlgIH1YN5LOaeSiqjE8ND8uX99/I8KyL+eXZLTzzpSCdG9u5qWaZDPwkI4Ev61q4KLFrobo1YOTYtkJPfJUqfPGn8OPSNZA5BkVRueSZ7yisDVdE5SZFo2ljkZCfZEWvlXF4/JQ3Oom36rl6rGhq1xJw2M2OjxSGpvbtT23JQfasjOxSPv3PD2FLTg2Np6mBMa22uAiv24XO0HEsaw2IaaO6iaiY9BqevyE8KU8flcEDH+9Ad4gxrTtoJIlH+2Vw87YDTHPbMQVsIc4++2w8e0QUU66pQc0SC8IGeyd17QEEIyo6VxPIMsYBXYtMo/RRVNjFfHHdwOsYkjAELniMBxs38b7UyjN1O1hbKSp9brUqjNYmUJTUnz8kj+pwrIRf3I63rCxU+aNLSe2wjyRJWM+cRNO770Vsd2za1OXcZ1+1KmQSV/673wNgGDgQ4/COWsCeosdEZcGCBV0SCBB+BVOmTMFms3WIntTX13eZ2iksLKSgoAAQRKWwsJDCwsJORbUGg6HTTrIHt22m2JtPS4OL06/Ijyip7AyqooSqazKHDCd53epQCgVgw6cfYrGFBZ8NFeW4Wls7eJg019aw+NG/YrbFcuUfH+jwo9UWC0V1QlYOIFI4q99/m+JtkXXpQaJiS05jwIQzcLe2Ep+RSXJePrJWFzpuMF0DkDFoCKU7toUep7YhKkl6HXsd7m4jKiZrFIlZOdQcPMDnz/0dgJIdW/n8X3/nwl/fhSRJaKL0JNx4+OE6vVHL4DPCHguDJqaRMSCO6ATjYfcvOlZItpmg2UF5VdcDRntc1e8qlhxYwuNnPo7b52Z0isi/3zz4Zl7e/jJv7HqDIQlDuLhP50Rje+12HD4HMYYYHp74ML9Y/gve2/sedq84h3RrOs9PfR6jtnMyCcL59Ze//CXlzeW8+214BfrithfxKl4STYm8f/X7LF68mC9LvqTR0MjIOrEC/+7r78jX5JPkTGL3LnG9eyUvbtmNZbiFUe5R6PV6zjrrLFRVDWmaJGRUFFQUrLKVeqkWk9aEL1AF5HUqqDY1RFQsyHjw45FUrPFGqoMCV7cfjV9F9ql4AqK/Fp9C+9tTUttdp5IkIiiuJghWWOmMKKoS0soAeFVoUo24FCdxSj01/kRUgwqShCIFyBTh8cJJwMTRryK5fOCTwa+i0WhRtFDeGunvkGCwEmOIAU34/PySitPbxiyybh86s0pMZiMNey04P34ew4xf0lwryEBCRhTl94R/t3S7iAAY+on79aJzJ/LSc0IM71EitTHZUSXcdeFZAPxuWn/OGZjMZf/8no3FDR0miYf6ZkBkT9AOiApFVNz4/AoqoNPI3PXmSlrK/8ylygF82ib0W0uZNgHWFtVHkBSA3IR2Ng6yRIbNRGGtnZIGB61uHy16S8T+CdbIz5XabwBbvwyn2nNHjmbEtAvJHjoi8nzjE7DGxtHaUE/lvj1kDh4W8byi+ENVP91FVNrjltNz0GllCrJsPX5NZxhrs7Jj4lBaWlr4qOogo0ePJjY2lrpARMW9dy+W/uIztTqcXR4nGFHRee0Y+uSF9DydIXiN3j32bq7uL3oKYYjCkT8Zb+HHrCgLkz+7LPON2cyv+l7e6bhrLigg76MP2TVUfK9BQW17pD7wADGXXErL55/hPnAAx8pV+GtqaXjtNcyjR3eIADW92zFSljDrtqMa+3tMVGbNmtWj/aZMmcL8+fM7bB/dRmQVxIYNGzjnnHNoaIg0xGmvcTkUvn/7M/ALZ83cYQmk9+u+qqSpugqv24VGpyM+XRCCtkTlwMZ1WGIjz6G5tjqCqCiKn3cfvk9EN4qLcDQ1RpCbmoMHQsdMDBCVhEyRGnG2NIsGggHxYmOluPhsKalIssyIcy/s9LzTBwxm6m13EJOUQvawESx5+jF2fS961kQnhvPUQQfNanf3ZbSZg4dRc/AASptS5t0rV5BXMCYi4nO0kCSJmMQjb3x1LJCaZIbiOmpb3Pi8/h75uNw74V7uHnc3OjmyhPV3o3+HSWviuc3P8dautzoQlY8LP2bh7oVsqBa6rLEpY5mYPpGsqCyKW4RmKTMqk48v/7jLlE9bxMfHEx8fz69bf82LW1+k1dvK1yVfA9Avth8xhhhumnkT6jaVJ9Y/QYmlhIsqL8LZ7GQoQyOOVZdYx/Ck4Tx81sPhMmjA5XIJMawRZEmDHwUkBdUn0Te2L5IqUV1ZCxIoPgmfxx9K/Wh9KnpZwiOpNHn8uAJdjyW/SnyUAaNRy0FXWEuitJdA+JupcjhJsbRpyRAkKkFojW2iKQI+xYfHL67xGOwYZZVybyI+feRipk4xEC+7satWkEAKin4DXkNmv4bWNiNhVnQWJq0pXLLexqVV44dWT0tIj4Pig2/moY8S5+Zt9FG34hMgBmusAZ3PjntXR41FsKvtoNTOIyCDkxp49MoJpCSFV6GDUqMxaGUaHF4O1NrJS+zc/LErWANiWmezh6ufX0lhvYM3bxvPuvVNXOnIYD9CLLtkl4e4ono+3iIWUBcNS6W21Y3d7Y9ImwSREWemsNZOab2T5nbNTa8Zm9lhgkrrGymqnHrbHSHH2PZIye/PvrUreeeBP5JXMIbL5/wl9JyzuRlVUZAkGUtMzysJJUnihvE98CnpIaKiorj22mtDj61nnEH1I49iX7GCsTl9cQAuZzdExd6GqHQjOG32NNPqFdG+K/peERHJHZMyho8LP+a/OztWl1438LoujynpdJhGjsS5cSMxl17a+T4aDZZxY7GME3q5oquvwblpE1UPzwUg+/XXaFm6lKYPPyLrpf/QsjSyeEbfpw9R557b5Tn0BMdco9I+ElJYWMjo0aNDEZUNGzaEdCh5eXk8+uijoX2XLVvG9OnTD7vyp7FiO2qgnK3qwKFD+7UBgWtcWgayRkNybtj/RA5oGYJMPYjSnZGi2PrSklAKBqC+jRisubaaV+/6JQCSJBOXIdIdBrMZfYAtt9SHGwE2BPQwsZ2E3tpCkiSGTTmP7GEjADj7ltnkFYxhyk9vjxgM2lb+dIe+405rc2yZCdNFrnPpC/+kqnBfVy87aSjdsY33Hrn/sKqwgkhNEKkcOyo1xV2XCrZHe5ISxMz+M9HJOrbUbuH+H+5nQ5UgJR6/hwdXPhgiKSCIiizJXD3g6tC2i/Iu6hFJaYufDv0p714SuVppa2h285CbWXzpYrwaL0sTl4Z6BQVhsVh46paneO381yJIShDBqh1Jq6NJMdAqSTQrCm5FwudRQnJZCQl7izcUgZEBS0Al0eDw4AowES2QaDVg02vJNRsiKpSNgQdGWUX2N1PnFGmt8A62yJPT6Dv413j8HrZs3MKTDzyJJW0kU867FF/ZKhKo5tn75jAixsLvb7yeNRv30WK34Je07Ny4kaunie65VsTk4VF1rP5qFSu/WckXH37Bg39+kC2bIssxg74WDpOMT/Xznnom/6z+L69rRuFa/x90VnGveVq11KwVZeAJmVHY16wBVaXaFElILKcJ7xpTu2Z3Fp2d+yc8wss3pDAkOzJUrtfKDM8Q38tXu2uobtNQzuNTaHJ2vzAxWnRoA2Lig0VN1Ns93P3uZqY4Iq/xM506/rJoI4s3ifts+qgM3rxtPB/9ciJ6bcdrNjNgb1/S4KC4PhyBMes1XFmQ0WH/uPQMxlw6naj4RPqNn9glSYGwTgWgcMNaHM1NbF76KQe3bKKpWghUzTYbcg+6Y/cYtXvB4wC/ED+jKHDwB3D3bNww9OmDMVAtM/EjkTLxursuCXe2iajoMztq44IIRlPijHEdOh5PSJ0Q8diiszA+dTyLLl7UaRq7LTJfWEDWK68QNW1qt/sFkfrQg8TddCOGviLC37joXepfeRV/QwNFM69G9XoxDBxI7A03oEtPJ+PZZzqIdA8Xx8VHZeHChcyZM4dFixYxf/58Fi4Ml3POnTuXRYuEN4nNZmP06NHMmzePBQsWsHbt2oh9ew4vPqcQlQbdT7tDXUkgJROIcCT3CQ/2Yy65IryjJGFLESTmh0WbcLdZLVQXRYp+G8rL8LpcfPfWa7w2J2yxPvGaG0OaDxBiMYCW2lr2r19DVeG+cOonpaOYqTuYoqK5fM5fGD71gojtwcqfak/3A1fGgMGcd/ud6E0mJky/hvFXXk3OiFH4PG4+/eeTR6T9OZ747Pm/c2DjOl66czY7VnyFz9tz47V4S2A1KamU7jp0741DHs8Uz+xhswHRffmmz27iswOfsa5yXagbcbQ+Gq2sZWL6RAAuy78Ms1YMGpMzJx/R+6ZZ00L9M4AIPxiAPrY+3DLkFlr1rXyR8QUrUlZw9tVn86tf/YrZs2djMpk6DcGqqorPK9IBtT4JLxocWh21etHA09VqJ6TYVGXsgUlRK0lIgEUnxIjeYI2NqpJpM4WqKKK1GqLamB0m63UMtBrpazFj1YvIQHFLMU5fYOWpNYBGjw+o0Ghw+JwdIir1rnoGDR/E7//yO2677gqQNPTvP5IoWrhp+mQeeeYZHn/1dYaMGIdDtrB08fvofS52bt1MorsWnVdMHh5Vx29/+lsSrbHcMvM68vPzmTEj3MDS4/ThNCchp2YgWU1oFS2e2hmgmCmsv4X/xETjixIkrsmhY3ej+I0TMixUBsa6NSnh8LjGZsM0NBzpevGm0VwwNIX1f57C+j+dwXnj/kBCQtgNuS3OGiDGjwc/3sFpc7/kmz01fLatgtMe+ZIJc5ezr7rryVSSJFLyBWE6z6En0S9xoKhZdKtG5eloJy2SilWVaK3w0OLyMSjFwsT8hG7D9plx4vOW1Ds4GLDAnzoomfdvP514a8dUvSRJTLr2Zmb96yUuvvPuLo8LkUQFYNPnS1j273+y6G9/5tv/CjF627T3UWPPF/DsaPj7UJibCZ/8ARbdDC+dD69eIgzVeoC460UUQx/QrihuF5UPPIi7k2IRd1BM62tFm5jY5TGDRCXN0nGeSLWmkmENk8JZw2bxwrQX6B936O9GY7ViGTe2x6kZQ34+yffcQ8r99wPQtHhx6Dk1QMhsV1xByp/+SP7yZYfuW9QDHBcxbdtIyfTp0yOea09ECgoKQhqVo4HfvR6NYRhVB/TdClwBagNExe2K5od39zH+8jwSs3JwOeyMu+wqWuvrqK8oY+DEqXzzhsj5+XxNVO5vInuIEG21JyrVRfvZ+PnH1AYqfQDO/8VvO6RQrHHx1JUWs3fN92xe+mnEc7bkyG7ER4okQzCicuiJfPCZ5zDojMkhxnvBL3/PS7+ZTV1pMZuXfkrB+V0LPU802paMf/rsE7gddkaee1GPXhsXKEV1SipFW2oZc+HR3zyzh88m35bPs5ueZV/jPh5a/VCIlFzZ90ruHHUnDa4GMqLEABKlj+L5qc9T7aiOsOw/XFyWfxlbasSKv21EJYhfj/w1ZS1lfHHwC+rN9YzuM7rLVZWqquxeVYnH60aVVXwS+AIREVUDBELWLrsDVfWIZnQKtCCDpKKTZFQ/qEYDWsmHB8DpQw9YdBKKI3wNym4PBHQuZlkNlYkmEYPD3YBHcVHmKqRPyiD8qp86s41GdyM+oKmlmHijuPcsOgtuvztEXDSSlnmPP0XuwOG88spibr75Sj788BUenDuPXXYXPo0Rv1Fl6mWXE9MsSKqEiibQ68YvySx45h+c2X8gNo/4vMGorsflC3cRN+nRunWYvNGAWBBFeeJ4zmZjicnCvCVg9ECNXURGfW8/j3+9GD++SxtG/zPHMfi7j0h/4smI3+CcgcmcE3JDTSUl5ZJOfyuAKQOTmfeZ0Bv5FJWb/hPZkG7huhLuuaDra2vY5bns3VVPil/m5pawNqpao+KWoVjrZ7BXS5YP3Lo65rsfRNv6LsR03ZMsMzZAVBqcmAMRoqmDkiMaCB4p0vsPYsjkqWz7SoiQty7/LPRc2S5R5JAzvKO9wBFBVeHTgGeSIxDxXtumIV/Zelj7Iow7tAwi5pJL0MTEsP+OQGRdUahZuIimJUvovzqySaMzWJ7staNNOjRRSbV2Hnk/P/d8Xtj6AhPTJ4b1K8cRppEj0aWl4S3v2Lsnatq0Y/pep0SvH0mbDlSj+ktwNMfSUuciOqGjJmL9ksWU7d4R6otTslOifH8xfcckc83fngBFRWc0ct7tdwJwcFsdkrQJAFVpoWJfIx77biRZDhGVlPx+VO7b04F0GK1R9B17Gu0RjKi0399ii0Vv6j5E11Mk6sTPWnuI1E8QbcNyJmsUYy+bwTevvUjhhjU/CqKiKH5qig4IkWUbj4eyXTt6TlQCgj6HDNUHW2htcIeqII4G52Sfw6SMSUz/aDqFTYUsKVwCiH5CMYYYIcZsg848Ww4X5+ecz+NrH8eoNZIX01F0rpE1PHbmY4zaNYo4U1y3od/CTTUsf2UnxhiZoRfH4Ne2Ifg+D/rJwgyvsxiUDvC1e66tbLIzm67g853J8mXAC7jWrqRSaYjoVO1X/KFIlVVvJVmXTGGjuAdNOhO2uExeeOEFbrvtNpqamvnZz27HoJExaiRcftHoUFJVDB6RLpEAWVUCPaAlTp84CUX1gLuZhQsXMvsnt0DtXlxqeFLwOH0ovshxRe83EmdPp9haSlO0Qmyzgtlhw2EGab/4Bl4adD6bE/syctZkMu+e3ckn7zn6JlmJt+gjmuq1xUeby5lz3gDkLgoKKr1+3rS6Od9vJLVNS7ImrROQkeJlqIQrlL1cYrgPjVOFZffDlV130M2ME99Jcb0DU0D7lR13bMYyWaPh3J/9mqyhI/jk6cdCVT5tkT3s6Be6ABStgIaizp9LHAg1O2Hrwh4RFRBeM7JOh6QoqLKMV6dD29TUYSHdVkzbXUQlqG9Lt3ZOGm8fcTsX5F5Ani3vsNPKRwJJlrFdczU17Yi3vk8fdMlJXbzqyHD8P80JgEYrfji9Xqy4i3d0vJjdDgffvPafEEkBkLXioqjY34ROb0BnFN1jv3xtJ1+8uJ2KfY1IslgVqEoLJTtL+fDJh/ng8YdCQtkBp02KeJ9zf/Zrrnv4Ka558LGQWLYtouI7L6PLGX6MbjYgPmij7z2y1E1Sjpj8Wmprjtk5HQ2+ff0lXr/nN6Cq6AxGRl8s0nNV+/f2+BjxwYiKLIhO2Z5DdzTtKXQaHZf0Ca+CYwwxnJbWkaQeK1j1Vj647APevujtLiuGZEnm2oHXcl7OeV0eR1VU1n5cFLEteMXYog10KM85QShpKYkgKUEEy4ZNWhMmrYn82HxijbEkmITGYfr06YwePZqlS5eGtHIxbdJNUbJKjDYQMTEryBoNeo0YAv2Sho1bdzLnwSeYOvlMZl0+CTyt+F2RIkg1kP9SfGU0Is4nef/PObMxhTg5ChVwG4SwM32MzAcjxvBOv3OIN2vJiD16QbkkSSy4cTR3nz+ANX86hwuGppCXaOHz30wiyqClvMnFvM938+QXu3F3Yvi4v6aVOo1K+bAozr08TNSvH+Xi3Z+fxgO3iSZxVb5+cOnz4smt70B91/5WwYhKTYs7ZE2fFX9siEoQGQMGRzzOKxgjvKVy8o5ZJJqiQIuJ9NEQny/K5IO4XHRopmZXp4Z4nUGSZdS8PugCKWpPwGDN287VNUxUuk/9BFt3DE4Y3OnzWllLfmz+CSEpQcRec02HbT1tAXA4OCUiKsl9BlK3ZyNeVzGSQWXr16Wk5EWTkBEOPZbt3o4aaFA2fOr51JTGUF8pzHgq9jcybLIIz+9ZW8XO78MeKkGigtJCVWHkOlCj09F33Ol8/dqLoKqk5vdn0KSzuxV2BSMq7ZHfSfTlSBEXiKjUe/2HTIN1hqC4rbmuJuL1it/Prh++JWd4AeboE9NY0NnSzPoli0OPk3L7MPayGaz76D0aqypwtrZgsh46xBxM/XgRLqot7b0kjhLTcqbx9w1/B+C8nPO6LTk+FoiokDlC1Ja1UlcW1jSogFsLqkErDNuMRjzfiMFb7/VgcTlpDBjCxfia0SseXOZkms0aZAn6m40oqGgkqVN310Oh3lVPlb0KJdCoMMGUgF/10+xpjihLNgaaHRo0BtKskfn6goIC5s2bx7Jly5gyZQqxqoKjtRFVoyE9MRG9NiBstyWTZLLhqLXj9nvxSxoGDx5CQX48dz+2gEUfGZh+0RT8iriXTQYPTrc+8D2plPk3scV0Duc4IdtjIjbmduKuKaZqwcv4NQEfoqT9bHOJiOTI7NhjVpo/KjuWUdmCDP3rurA/xrTBKby7oZTnvxHjlNundEgD7a8Rv3cfq5e89dcSr72PZiWNIRedjyXOiqqqmKN1OJqhRDuFnNwz4cA3sOMDmHhnp+cTa9GTHW8O6VOSow2hRoDHClHxCcQkJdNULYzThkyeyqTrbsUUdfTppRBKAmm0EdfAmJ8Ks8GvHoYBF0HSIJA04G6GLW9D/wvA2LU1fxC6fv3Qu514DIYQUXFu3Ii+jVmpq1VEx3Q+B9ouFrINrgb2NAjjuzHJYzrd52RAY7WS8dy/sK9YQeN776O6XERfcP4xf59TIqIy8tzRaHQ6PM5mVKWR+nI7bz+0NqKnRcn2rQAMmTyNs278Gc11YeFRxT4RjlMUlVWLI8lIKKKituLzRObiMgYMYeX7VcSkXEKfsdcw86+PHFJ9HhUXvhBtbap8gpU8xwLxurCNfku7RnE9gTVAVHxuNy57eCL7YeF/+fTZJ0K+KycCbf0WQGgqTNYobMniu+tpVMVq0IYMnhyS2tH06iiRGZXJxPSJROmiuGnwTcf02McLQVOyIHwyKHoZdDKqClE6DQZJByYTHmsUjigbalI0UqwZg15GNZtpjbeCyUSKLRq91YLRakVnsSCbzYf9F2tLRTabRYoPQVTSrGkkmsLkXq/Rd2mwt2jRImbOnMmjjz7K7NkixeJzOTE77cQpPvSyDCab2Dnwb7CKxRuo7oqKjuaK885kxuy7qG9sRSFI+sNaGxWJr+InUaQV91aGT2ZjtZHEO+6g/umHAfBo7Oxp1rAlWohmC7IPz3LhcLC7fjfv7X2PUfmR9/qCb/ez/NGZrN8ZjoZsCPTk6bPvJWRPI1cMW8wND56GJU4ImiVJou9oQYJ3raqEwZeJF25f3O05tO04PGVg8nHxS0pvE1WJTU0nPiMTc4zt2BxcUYQGBSAjQAT0Fjj3b5A9QYi74wJp1vdnwxszexRZsRQUoPcIIhIkKkGnVgDFr+B2ChJuNGuRdLqOBwHWVQm34HxbPvGmrs3tTgaiJk8m5b77yH3vPdKfepLoCy449IsOE6cEUckZkhxSfputYXvpst2l7F3zA/XlZZTuEEQlc9AQSnc14PMqWGL0yBoJe6Ob5lonlfsbaW1wI8sSBosYoJLzUoV2RFXwuzdGvK8lri/71lfjdvWhbG8q3h7MfW0re2bc+zBTb7uDK//0YERl0NHCpJExB0La3XVR7go6vSE0ALRN/6x+/x1AlAmCMM4r27UjVC7c2lDP58//o9POqEeKYLuBYIOyMYG0T9D8rr2ouStIkhQW1MrQ2nB4HWR7gqfPfpplM5aRGXVy3HcPFzUHBVEJtjXwtZn/c0x6ck0GEgOl7sgybpNRmKnpdVQlplMTn4qCuN4SdEcfnNXIGnJicjBoDaRYUkKEJNYYGyqnDlYItUdjY2PIPPKuu+4CYM6cOSGirTdZOn2dzaxj1YqvGT2sP26NgSopASUwUa0+KCIEKtAkhdM2iqTik3WY3KV4VQdaJJzVfrZ9u5xtby0HoEXfxN+5gmZdNHGymxmjjv01sbNuJ/d+fy9XL7mav/zwFx7ecnPE8yoSP2m4kStf2cl7Wzfw4Mc72Bxwtc13bILoDPTXvogpPjI62n+CICoHttTgyb0QJBkqNkFL1zbw5wwMaxKmDkrucr+jQYioSFJooXLMULtbREt0ZkjqPLVCUhvH2OIfRGTlEEi+9GJ8gVSMN0l8Ry2ffY7iENeW2xEen42xXafLvikRflljU8Z2uc/JhiEvl+jzzz8uJPWUSP1IsiScWnduIzGzheZGE41VDr78z8M4msLERZJkMgcPY91nQtGdOyKRhko7ZbsbObitjqYakY/uNy6Z06f3xeP0ERVvZOmCiWJlr0ZOblUHI02GakpayBzY/crJlpLKBb/6A9bYOKITEhk2pWsNwdEgXqfF4fdQ5/WRy+GToKj4BBxNjTTX1pCUk4ejqTHi+db6Ogo3rmPpAtFob+LVN1K8bTPF2zZzYNN6fvb8q0f9Gfw+X6jPx8z7H0FvthCdIFbXwZ5Ibf1rDoU4i4GqZreIqBxBB9lDQSfruvRd+TFBUVSKNtey7VtBMPuOTmbEuensaRDfpVGFmADxsOi06FsceMw6xJTdcRBKkJRuBydVVXG2NKMzGNF14izdFiatqUPJtSzJZEVn4fF7uvx+586dG+HJtHDhQkaNGsUV500jOyurg6t0Y2MjNpsNs15LWlIi4yeeRZM2GlTYsW05UTEx5A0ZDwohc7c6WcUoiV5GANNql6MaTgPDUEY5jHyw4AWi9MPRmsBuaGSvIq7Rm9LtJEYdu4VIEPf9cB+76oWZnEFjwO13Y8p+jsl1sczxrGKq5zE8gXacdy3+Fr9dVIhdqvmBEdI+uGqZaALZDgkZVqyxBlob3NQ1Gkm1ZQmRaf1+iOqchIzJiaN/chQ+RWFCn+Oz4s8ZPhKdwUhCdg5avf7QLzgc7AuYlKWPAk0X06KuHdn94l7ofz4Yu06DG3Q6tvcdSGZdJb7rr0dXX4+3uJjmzz7HdsXlIQ8VrdeBPrFzP5kWTwufF30OiMqe/0WcEhEVCPSuASr27SBzQCyq0hhBUgCyh0/mh/cr2b1KiG5zhiWQPVhcHAe31lG4SUQP8kYmYbToiE4QnhODzgiXGMsaI7J+AGZbAa2NZkxROrIGC3JSUxIZSu8KA08/k8xBQw+941EgmP45UkFtUEtTsWcnHzz+EMte/FfE8+V7d7Fn1Xehxz8sfCPUGqC9Wd7houbgAT7+xzz2rV2Fz+PGYLEQn5EVIikAcWlCQN1Q0bE0risEJ4sWWaWlqw6yh8CXdc3MLazA30NB3Y8NrQ0uFj2yjk/nbw1tS8yKYq/LhTfwmcxtTL10Bg1WtxupxYvU7CVJkmnLSfQeF97KchoqyrC3I7OqquKy26kvK6W5ppqm6sqQSdyRQK/RdyBEy5YtY8aMGSxYsCDkzwSwepWwpZ950y08/9LLaLRali1bxpw5c4BIP6dzz5rAJZdcxruvv8R7/32Zbz56m0+WLCEYYNJoRErFK6k0ywoKYDPr+fOr/+XWebfgRCFJkYmKvgmtSXTYdmqaqZfEhD2sz1Gu/re9B+/NjjAcc296k70BknLfhPtYe81qftfkRGs+iNS/juw7PuTZmUPoowuUMtv7ogIjY1r5h+5ZtLEZkNGx/wuI6KMtWazuG6vsYAu4uDYc7PIUdRqZJb+ayOe/mYRB2336+0gRnZDEzU8+xxVz7j/yg6iqaMBYE2h0aK8VJGzzW+JxMNXVGQpuCOxzOcT1AXs1fPf3Q76lYhYEp0mjxXbllQA0Bq69kCutr+uKnyWFS3D5XeTb8hmeeOT9cv4/45SIqACk9RuArNHSWleLRteC4isJbB9IYk4edSUVVBwciHRQkJeETCsZ/WOJijXyw3v7QpVCkiyROSAyUpI+YBCDzzyH1oZ6YtPPZtcqFQWxthx/aR8cLR6Kt9dTW9LRbOlIxKzHAkdNVBIEgVvzwaJOn9/8xSeUBZo1Ricm0VwTSQpb6mq7dZzsDh//Yx71ZSXs/uFbQPyG7Z0NY9OExqjhMCIqg1Kj+XZPDZUaBY/TR2Wtg/2NDk7P79l5KqrKtVtEqqm/xcgVyT237T7WeL28Dr+qMjMljmqPl1SDHt0hqnT8PoXFT24MRQ4BTFE6tjXZ+eP7W7n/vEDX1zZpHI1WxqL14PN6iIqykhBlJFFRkSXhttlQUydEuA4HbocDc3RM6Hr3ulyh9hAAPo+H1oY6zFExaLrIxR8upkyZwpQpUyK2qarKdTNmcPm505BkmbjAtRLct23kBcQke+vMy2iurUFvMhP3i2tRmspo0Kj43RKS3xNRAWLQysy7chgarZaYxGhKDS30dceglcIC0vQKM0qSBp3q5fTJPXP87BQHVsCiW8T/s8ZTPehCChv3E/XJL/GnpxIrG5jedzpS7R7GtTZCjIl1njq8CflMS9Lxz53vI++9GsWZA8Cl9kVi1M+e2O3bxiabKd3VQGOVA2Jz4MA3tJaV40tzYEvqPEWh1Rz/dW/bxcoRYePr8OEdEJ0OVyyAVy8FxcdunY50WYt10GVdvzZnIvxyA8Rkwvb34f1ZQmh8CGgDzRRbHU5iLruMmqefxrlhA+79+3G1CkFudxU/nxUJ75jL8i87ab3STjZOmYiKzmAkY6DILbbU7EDxiQksa+hwJt80G3QXIQVcHMZclMvlvytAo5WJTTVjsYXDsnGpFrTtbK0lWea82+9k+p8eZODpYR+M1D4xDDgtlcRMkT+vbRdRcbV6eeP+1Xz0zKZj/nkPhbjAZzgSjQpAdBfVSZfddR9IEsXbNuP3eolKSOTS3/+5w37le3ay4dOPeOX3v6Bo84ZOjtQ12rYmgHC0rC3iUkVExdnSjLO1Z5GsEZkiRFsV6KJ7+fwfuO7fq/l6dzUOv0KRs/soy6aWcMnsPsexTx31FJVuL7/fXcKcPaXkfLuFsat2ctaaXbiV7oXTDZV2mmqc6IwabvjbBC7+5XAu/OVwHvl8F6oEaoDotI2oKIqC1+3C5HdiixITlFaWkCUJg9GIKTqy8sHnCft7eN1tvqPA+GpvaKCurFj0u3K7jyrC0hk8TifVB/bjaBaGbDFJyV2mm1RVxR8Qm+sCrS28LieqJQEpZQj4BWFT/eHrQpYlEqMM9EkKp5KSUjoevybQsTlb14De0C5N4WqGwq97Vub61d/C51v0PTd9ehO3LZ3FazHie++vBpqWlq6jv8eLTZVx+BysrljN7vrdFHobMWe8isa6E1lfw/bEnfw9NgY1+/Ru3zYmFFFxQmwOiiqz6Iv+vPnAampLe3a//WjQUglPF8ArF8M388S25jJYeAsoPt6KsjI9I5Vf5vZHNR8ibRXfB7R6SBshHtfsPuTvqDeLa6vV3oouOQnrmWcCUPaHP2AvEzKErjxUap21ofYc07KPrYna/yecMkQFoO84cfNV7l+P4hWTXcbAIaz+sJDaklYMFi23zJvI2Ity0RvFICRJEmn54RxjYmb3jb6Sc6OxJZuxJZs5b/ZQMXBlRYEEDZUONi0rpqa4hY+e2cyLv19BY5WD4u31x0UT0R2ONqIS/C6D0JtMnHnDT+gzaizXPvQ4yXki3z3w9DNJysmLaMgIsPSFZ/nq5fnUlhxkS8BNsieTUnCCaYvhUzvmZXVGY6g6qadRleGZNgBqZAW7pFJu96CYtXyzp4Y/7C5hwqqdLKlp7PL1y+rCfaT22E8eUVnV2DFyt9/pJvubLdy4pbDLtFRLnThnW5KZ6HgT5r4x7PF72dLoQBtYJcsS6Nqs2jxOB6qqotFqO42CmKMi8/NtyYkvYB9ujY3DlhROfyh+habqKupKi4+5V4+9sT7iOtMbO/cuEefgpK60FXuTG61Oj6zRhNJVLQ0t+H0KoKKqbhIDXCS1k7Lbc6aGFy+qquBq/CdlWqFsiTdURO7sqIf5k8RKfteS7j+MqkJluEP6mvIfKG0V1/oSq0gnDGhtCFWsyMA5ZqGL+fmynzP9I+EKbjaqmDNfwdLnCT6zSbxoi2FbfMcePG0RGyAqDVUOiM2mzpeD3W1G8al88eKOsFvv/wdsXST0NQe+haY2Pdvs1WyLTeNvCSJ1v05p4buy77o4SDvE5YGsBU+rID3dwBgoTHAGUuIJt9+OHBWFe8dO6paJqLHO29qpK+3XJV+jojI4fnCXjrT/Czi1iMrYCSBJ1JcWgmoHyURCVl+2fClu7rOvH4g5uqMIKzXfFvp/Qlb3dfkarcw1fxnH1feNDR3LHK2n/zgRNv9+0T7eeXgtxdvrIl5Xsf/QPYiOJY6WqMQkJXPjY8/SZ/Q4rrznr/zy5YWMvuhyQPTWuPZvj3PT4//k9Jkibzvz/kfIHzOBEQGnWLc93Jyscv9e9qz6jmdvmckLd/yEN/78Oyr27cbt6DjYtS03jopP5Mo/PoDB3HnFRjCqcmDjuh59ppRoI0lRBhRgeaqEe2ISnjOSqdHBu1UNqMBPthV1GZn4pj68ktzRevKIyuome5fPfVHXzJKajtfa6sZWNgYaxkXFGdnW4mDcqh1cfaAEz2lJOPoGqmo0mojwsrNZkDOjNarTsLPOaCQ+Iyvkq+NtY5AWjK5o9HoMFgsxSSnEpqahMxpDqTyXvSWCWBxthKX967uyC3A0e/C4xL1hb3Tj8ypodFFIsoWmqmqcLe7A8TxodFpSEmIYkhaD1diRrI0YHJ5gnLLEQWMSNVmiuVyFoZwlhUtEQ8UVT8C8XGg4IHY+8G33H6a5HDzha+51bceIX397E1RugWKhybk0a0qHfWb2n9lhW5nS/fUb1Kg01ThQYrIp94T9WBoq7Lz74De43r6jx+ZnJxX7hP0+sTmhTSVaDVempXCNLVL98MS6J3D7e6Bf0+iEKRxA9S4o2wAf3CH0L+3Gj6Alhb+pCUVRMA0ZTPoTjwNQUyP2NTlrO42o/FAuDErPyjzr0Od0CuOUIioWWyz92kQCNIahbPmqEr9PwRprIHdE51qECKKScejW6bIsoWmXj51wWR9MUV3n3U84UQm409Z7etZEqzMkZuVw2R/uJWdER9GdLGtIyMwOTQSxqelc+vs/dWq531Jbw6f/fAqP00FzTRUVe3fzxp9+x7O3XMWOFV9F7FsZICoDJ57FrH+91K1jb7BFwar33qZoy8Yu9wtCkiRGZtlQNRKbx8aASXxHm/2RduSfdDLRg2jOF8QBpxu7/8i+W7vPT8MREkjoGFF5b0Q+1jbX49+LIkWrVW4vV27ax+00UhqvwRhn4CfbirD7FfwSEQ60sbrwxO5sbsbtFOTGFNW1uZXOYMAQKB93O0QERlVV/AGiotUJEawpKgqD2UJ8eiZJOXlIsoziV0KExuN0UnPwAI1VlSiHSGN1hbapJ2ts1xV4Pk/k8Rsq7Ph9BiTZiiRbkILlyIoLo8WKJEld2tIbTJGTneesmzjoFDYEtdGF3L3ibj7c+wGsnh/5wuodnZ+cxw7fPgYLRIqAhP5szyzga0tHbch4pwu+fEgcS6NnxNAbOlRNTcqYxFX9riI3JpdRyeJeLmvtPgpgjTOi0ckoPpUmXyoVXkFUBvSzE62txuU1sG99FdT9+Lqsh9BaDX8fJtJsANcuFBqTCXfwSHwcewIpOYPGwKKLFxFvjGd/037+telfXR+zLRIDDf/+eyW8MBk2vgbv/RRWPB6xW5zNhk+WQfFTVV7DD+/uo1jJwq81UGcUQuX4+u0diIqiKqyrFIuw8anjj+w7OEVwShEVgGmzf0lCVg4arQmtYTgbPhNK9cyBcV0KkeLTLMSlWbDYDCRlH9ptsDNYbAaue2AC0+eMRqOTMUfrue3vk5j2U6GbKd/beMzz8d0hKeB/UebuvCfI8UL7DtBRAfGbzyMm+Zh2dtfLX3wu4nFJwO+mfdfUzjB82gUMOF0M5j3VwWTm2PCMTwRDeEIubBfN/7K+mfZo9PpoCliSR2tlVGBbi7PDfoeCV1G5aMNexq/aSU0Pmka2R6vPz65A2ukPOSnM7ZfBabFWlo/pz7LR/TDJEjvsLra3hs9tdZMdX+DSe3eClQPxGg66Ol4XFo2MKUA8vW43TTVVoAoPm0OVg+pNRmSNBsXvx+1woPj9gmxIoO0kZSRJEvpAiwmP04ni99NUU4Xi9+NqbaGl7vBTQn6/DyVAHuMzsrB0S1QCv2WCCVkTOS5IshkkGUmGqPjobo/THk2yyme76vD6waovRTaKFPT3+z+G1ipR4vqTQCls5ZaOEQnFL8zEvnwIr72GelmGxP7MD/Squkg1MyjQofY3iaeRoCjhiMGAC5Es8cyfOp83LniDV89/lfsm3Mfo5NHcO+FePrzswxBRqbC3S0m1gyxLIe1d2UGVco+oUhxY+zBDTJ8AsMVxIf7KXT3+bk44ti6CxkClUmwOJPSF+D5szD+DbwO6kXxbPvefdj/94/pz34T7AHhz15s0uXuwsExs46siySIVBOEKouBuRj2NJkHkV36+nY1Li/nqrULWj/sjfq0RvbuJqJaSDkRlf+N+GtwNmLQmBsd34e3yP4JTjqgYzBaue/gpbv3Hi1jjwhGUzEFdDzaSLDF9zmiuvX8cOsORl9YZTFqSc6O59i/juOqPY9AbtaT1tSHLEnWlrWxf0fNS2qPFQIuYBPY5XIcUWR5LtCeDKXnh7r5TZ/2Sn/wjsrmZ1+3C7xPRBY/LGeqI2pNGY5IkkTl4GEBE1+rOsKqxlTt2HORZXyuqVScaUG4WOWN/u5Xy1/UtKO0mkOLAxJ6o1zI5Ljq03+FiUVU9O+0umnx+vqjtSIgOhV12FyqQotfxu9wUbkkX13i2ycCQKHPo3D5uExVa3yZV1GzR8KxWpNyi2qTePuiXFGq94HG5cLaI1+tNpg7ksjNIkhxqZeBoagil/rQ6fYeKrSD0AQGr22GnobIcfxv3V3dr6yGJvdvhoK6sNGTqFozgaHQ6dAZDlwsTv09BCXSI1pu02JLMmKL0WG2RolhztAFzTAxyF+ffFtN+OhhLgpEvTGECeJtlE6cHuk+vr92KCjDwIt61F3JleiolPjss/ys4G6FC9A5j5T9FczzggYQ4zslK51uTkW9cgljcVraPedV1PO6P49ZznhAGZUGMuhmAJHMSQxOHMjJpJDP6zYj4HtIsYiFxqIgKQHKeuJa+eWsPTiUaq1xDsm4P/WI2IUkKDb4s3n8zLEj+0cBjh4U3w+f3iMcxWTDjlZDj8fJ6ofu5KO8i3r/0fS7KE+nqyZmT6RvbF6fPyXt736OurJXX713Jhs+7KMvuOw20Ruh/Idy5He4qFISlfj80hXVzyXodDWZxbxQXhueAVp24d+PrtqGxWpBNkXqqtZXCWHNE4gh0mh+/P9PxxClHVECs4KITornszpHEpVkwx+jJ6oaogPCLCApsjxbRCaZQJZElxsC4y4T18qoP9p+wqEqaQYdNq8Gnnnjh5+SbRXfRsZfNYPBZ56AzGDn9qusZds65SJLEaTOuC+2rKgpVhSLdU7J9K4rfR0xSMrGpaZ0euz0Ss3MA4b3S5PXxTX0Ldr+f1Y2t1Hl8LKtrxuVX+Nn2gyyqCjQidPvRf19FVLkTqSU8OU6KtWLWyNR4fIxeuSMi4nHQKSagbKOeKfFiAF9ad3hEo9zlYd6BytDjziI3v9lZzFWb9uHoYvDfaRcT30Br571ULkqyAfBxG1Hw+mZBGtKaRBShPNA3J3pvKbp1tQz74lu8dUJT5fN6qS8vwdEkiIrBbOlxSaQpUJrscTpprhXl6t2mjIxikvU4HXhdLmSNhviMTBGZURQ8rs4jVqqq4mhqpKGyDK/LSUtdLc011ThbxPep1XUf/fF5xXer0cnIsoRWryEqzojeHHn/6/Q9X7T0HZ3MDQ9MoFobvr9vTm7gmaoaDMjUqx42GfQsSsrg/tUPsUevY74tGr57Ch7NhvlnCE+OLx8EwH/B4yyOsuKTJH7RsAoFlQKXmzyvj2yfj3P7XY5ksMLZ90LWBLjyRcg765DnGeyNVN566EVTSm5YKC1JKlNtT6GRfFiGTGTqaUKUWlVnDTkc/2iw5R1RPhzEjYvDVTrAN6WipLi97qO1wc2563/G4MqJfLz/Yz7/93aaapysfH9/507WGaPhnlK45g2IThPGb2mBBVYb/VGyQUdjgKi4vC0YzNqIzu05xZ93qk/ZXrcdODYd1/+/45QkKkHYks1c/eex3PjwaRjMJ4+RDj87E0mWcNt92BtPTCpGkiQGWwVD39Z6+CmKo8HI8y7m2r89wWkzrqPPqHH88uV3GH/l1aHnx11+FTP/8gh9Rou8a8kOscLZ8Y2wH88ZXtDjyTEhIxskCUdTIzcuWc7Mzfvp8+1WLt24j8Hfb+P6LYWcu34PlW1IxyWyEYPdz2V2PZqq8HeTbzZyRZKoXip3e3mzQkRcVFXlYKB0Odtk4Oy4aCTE91reSQqlPb6sa+a+vWVMWbebCnf4PL6tb8GrhCe2/Q4Xb1XW821DK8+XVONTVDyKwurGVj6sbsStKOwMiHj7WzonKlPjo5ERepoKtwenX2FLIEV10cpWrM4wAWpt0aOpczOwYgfNgVSLz+MWBrQB6E2dV810Bq1ejy0lNRRB0RmN3fZi0RkMEdEWc4wNncEYEk977J2Lht0OO821NaHz9Hu9OJqbcLa09Oicg2kfrS6SiGi0kcOhRn94w6OmTWTOpNMQ0/c09MAIp4hc3ZiWwl/3Lwzts95oIGLZsuwv4PdA32ns7dPR5+QKkxDoYsuG4YGutRNuh1s/g6HTe3SOQaJSYa/odtGkqipPloRLo/sOlknT7xQPsibQd2wquYZVAGxaVkJl4YnV4HUKnwc++g18/JvwtuQhoqQ4gMKmQoqai9BK2g4dzr95Yze+Ki1nHJhB1NZcGirC19+mpcV0ivaRjtxJ4t8DK0KbkvRaGs0i9ePTOsgbmciUWwZhtekZtPNlTK46lNaOlXx7G8QCrl9sv0N88FMfpzRRAZHWaS98PdHQaGWi48XE0ljVdcXGscaQAFHZfoKJiiRJpOb3R6MNlIC3C53LGg0Zg4aQ0kekhRrKSzmwcR17Vn+PJMsMm9Jzm2id0YjeaMKj07M6pnN7792BiNKD+elsPm0wC6YN5rGUVNL9GqzV4ZWSWSPzWP8M7swWx1lc1cBn7+7hkQd+YHu5WK1nGfXE67WMihbRgOWdREXawq0o3La9iAWlNdR7/aQbdKwZP5A4nYYWv8KWNt4sn7VJBT1+oJJhP2wj65stXLpxH7O2F3HO2t1sDZCOgZbOJ+MorYZBgd99fZODRVX1eFSVNI2GpCY/F20T34XW68Xl0KFBJdVVSUut8HMIaolA/G7aw+xBZTBbSMzOIT4jk9jU9G4JpyRJER4nQYIS/Nft6Pxe8QRSVqaoaLbv2sVD8x4jNb8f0y69nIPFxRitUcyZMwdJkpgxYwYbNoT1Sxs2bOD0MwRBbp/mDZ7rg3Pvo6mp8YjGjb9eMhijTublW8bAuNkQn8+lnUxCAKU6Hfs7M7676O9sqI4Uh+tkHedc+hLc+gXcsa5LK/tDIdUiSlydPicN7oYu99tUs4kVjV9SZS3Crmsk+Txb+Mns0yCxP+l6seLfv6GaxU9txO04fM3VUWHHB1CxOfx418ew/qXw40v/Cde8GfGSf6z/BwAT0iaE+keBKFcPmn4CjCkVjfX8meKeLNvb9XcVgYzR4t+qsPNzvE5LbKsY//1aBwXnZpPeL5abHplISpVI7/hqIjVZfsVPYZMwl+wb25f/dZzyROXHgtiUoIHSifMfCE5YO09iKW13sAW0D41VFXz31msAFJx/CUk5eYd1nLyCMezP6l58G6vVcFN6PMkGMTEEezJZm3zgEivss+JECe6szER0khCl3m5u5R+TLHzWJFbrWSaRVpgaaOS2tAudyT+KqrhxSyFf1jVjD6Rxckx63hnRhyyTgVHRYjLe0NyGqAR0JUZZQgHqvZFVRfscbtYG0jhdpX4ACgIk6smiSu7fK7QIQ9d+DarKOSYzv6rcxcAVq5FUGBGroFN9tNQLouIN6DwMZguxqWlH5IQpyxp0BmOPtB1t0zRBwa7eJFpX+LzeiCoeICIlZLBYGD12LH++6w9cf7Uowc3v2w+NVsvMmTOZP38+CxcupKBAhOMXLVqE4lfYvHVT4H06pnq3bNvEs/P/cdifOYibTsth5wPnMS4vXnTcvW4h54/9LWatuBcvyruIb2d+y8R0ETH5wdTudxx6FcSks7EdUcmLycMakwlZ44Th2BFCr9GHdCrB0tfO8N7e90CC94f8nTcKHqRGVw83LIarXhURClsOaZZwlMHvVaj7z28CTq9HXmnYYxxcCe/cKDxpghq8tr40I68Xf7as0KblB5fzZcmXaCUtd466ExAW9l++tpP//mUVqhIZYdobv56F8aKXWUOVHVVVaapx0FjlQOlKl5MUKOOu2QN+ob2TgNH7NaCCKvvRmMLfT/o/xLWW8uADEYcpaSnB7Xdj1BhJt6Yf1ldzKqKXqJwg2NoaKJ0gpAc8H6qPoLrkRCAo0izbtYPqov1oDQbGXX7VYR/nzOtvxT71UgBGbf6ev3sju7ym6HX8d1ge+jYTZ9Zg4W0Q5wPDymqmlPmYGCtWWLE6LRNjRajWYRSvcRrEv3kmEQGYkiC0FysaWnC2G7QUVWXugQq+qGvmlm1FAFyfGs+q8YPoYxYTU5BMbAgQD7vfH9KSPDMwO+J40VqZvuZw5EEvSfQzd01UgiRoh92FXVGx2FsYsPErVKWe1Hwbubs2UeUQn/+8fPE5WmprIkqKo+ITujRLO5awxMahN5qITkwKkSJZowk5xbaNqnicDqoP7A+RF53BiDUuHlN0NE88+SQlpaW889HHALz99tvMmjUr4r2mT5/OkEGiV4pGJ6PVdRz+yipKyM7KOSq9WgS5i8tDO+kP/Hvai1w74FruHns3scZYCpIEedqSHEhLnPZLGHULXCCcU3c37I445oV5Fx7x+bTHlf1Ev5kFWxbg9ke6A7+6/VUufv9iFu9bDECKNRm/7KOkpQT6TIZB4j5DlokfmEesJiwarTtYJ0qBa/cc0XkpqsLzm5/nw/0fHnrnttb1r1wMa/8Ne78Qj2/9Ai55NmL3OmcdD6wSZODmITeHohTfv7uPnd9X0FzbcTF3IH4zzYY6FBT8HpVdq8t5/d5V/Pcvq/j3b1ewa1UnlVO2HCFw9ruhZhese4nSjUUk1qvIirhna9pET6LPnUb/jRuInTEj4jD7GkXZd54tL9RF/H8Zp0yvnx87wk2+ThxRCZq+tV+Z/1gQkxRZTTJ08rRuxZddwRoXz0FTNTjd5JbsJSlGy20TB/NCaS0Lh/fhjLiOJn5Bv5z+Xg17PF527q5DUdSQV8YZsVF81a6qR6vC8ICN/CCLkTSDjnK3l+8bW0MCW4DSTnQrUxMiP1dBgEysD0RUtrc4UYBYxUfffVt4ov9gGrw+rkuLx6eq/Ke0lqcOCgI23mbB2E1aYnRMuBJk4N7NTFr9BXqvB0V7gOTsM3n5Y5nmqGgsepnzhmfyzjvQUFmO1+VC1ZqRNTIanQ5VVTv4jRx7SEQliHSE1x3QjuhlDGYLnkD/oKDrcVDgG0QwtRiTKNIgL/z739x22220tLQwe/ZsQHSKdrZ4MFp0aLQy7kATuPbeJyAiLtfffA1//du9WOO7JoJHgqGJQxmaGG5EOixRVKtt0eth9gpIHRZ6zqt4BTEAnjn7GUpbSrlmwDXH7FyuHXAtr+54lQNNB7j505uRJIl6Vz3PTXmOx9c9jhpQzkzJmkJuTC4vbH0hdD5tIfedwswdv+aHlpvY4riYOl+AYFdsDkcWAtheux2trKV/XNeRz08OfMI/N/0TEJEnWepmHV2yOvz/g9+JPwBrMmSMCVX4ANi9duasmEO9q55+sf34+fCf42j28P4TGyLG45FTs2htdLN3rbjPKmz7mZA5HvvmRqJccXz98TYIdKP2uv3s+K6cAePbucXKsihbLt8A78+Gqm0Uq3cBE7DrrJgUF7W1teTlhaPG7at9IKxPae+J87+KXqJyghBM/RRvr2f1h4WMu6Tn6Q1VVSnaUktsiiVEeHqCYLlpg9eHoqrIP7KGVqaoaPQmE55ACWf+mAlHdJxWn5/CgNg1qbaChopo7uuTzi+ykknWa3G1tmK0Rhr5SZLExKv64n1nD3rVS53Xx/riBsbkiJRQMKLSFhmN/hBBkCSJKfHRvFpex7K65giisscRWSGQotdxZmwkWRoZbUZClD1/9/WXbMsWngxxxXtZ8tl/uebBx0jrNzBi/yCCJchdIc9k4Hc5ybRUVRG9fBFSYOLxOb9l4d938HW00ADNPiOXjLxcUvL70Vxfj6u1BaxmTFGiesfr9rPg14duunasMesfZ4YEsV6XE5/XS0ttdYSTcWci3enTpzN//nyWLl3KXXfdBUBLrRO304fX5Sc6wYjbKcLxRkukNqSxsRGbzYZGK58QXduQhCHIkkyFo5LqmBSS2jxX1lKGT/Fh1BiZlDGp+wn7CGDVW3nqrKf49Ve/Zltd2KJ/9tLZIZJyZsaZPHj6gyw9KDxaOiMq9J2KRvKTrBMRlDpfIM1SsRmGh8Xzu+t3c/WSq7HqrHx51ZeYtJ1H6t7cFdaTVDuqSbF0URbv90Lx6o7bZS1c+KQgCwFsqNrAHcvvoMXbglbW8vDEh9Fr9BTuqAiRlFHnZTP+MhHZ2ruuir1rqzDH6Fl63WdYdVZeXPsF3oOg1IprZvg5mWxeXtJpFAaA5EGCqFSJ77a+QURDG8xRmFprIyIqXSH4uwyMG3iIPf830Jv6OUFIyIzCaBUX+vpPi0LtvXuCVYsL+eS5rXz49CZ2r6qgtrQVVVFZu+QAZbu7FnkFXUYVoNH344uqSJIUketN6zegm727xo6AWDhRBovLTkNFGTpZIsWg44v5z/DPn1xNxd7dHV43/OxMZs07g75e8T0tWhsejINC5LaIbvRF9GwKlSnXNkWEz9uXg8/JS+kQAYnWasgxCq3BrHof9xeJct7kGlE2unrxwoj92xKVszqJELWFJEn8ITeVi2sKBUmRxECpAh8Yx9KqtRKr2pl1Vl8kWebCX92FIUDkJFnGbLN1e/wTgba9d5qqKkIkRaPVkpCV3WVn7oKCApYtW8ayZctQVTVETDwuH87W8D3XvvHoO++806EL8/GERWcJrZb/8sNf+LzocxRV3AtFzUUAZEdnH3OSEsSYlDG8MPWFCNIQNIG7cdCNPHvOs1j1VjKjRO+gtkTljyv+yK2f30qlDFz0FPFjRKVLvS9L+NeVbwrtq6gKD69+GIBWbyubqsPPtcWSwiVsqdkSetytz0vlVvAGUoKyFuL6wEVPwc2fwMCLQrvVOmv5xfJf0OJtIdWSytwz5oYiOg2V4nrqNzY5RFIA8kclcd7sIcy4ezQxhhg0soYBuZGLyoGniSiKaL3QybiaMiziYTDSVBG4r0pKOiF9baCqKltrhBi3bRTufxm9EZUTBL1Ry00Pn8Z/7voOr8tP+Z5G8kYeumX5we11IcOhljoXy17eSXSCkfGX9mHNR6JnyO3PTe5U9KiXZaK1Ms0+hXqvLxRh+TGhbZXJodxPu8LWAFEJkovmmhq8Lhf71q1i21cib71v7cpO3W7N0XpGG01sV1r5dGslD14+FL1WRpYkZlTADzofZQniextQ6qF8XyP9xoiV3sTYKIyyRJnby8c1TVwc8DAJEpVJsVYuS4rl6pTOPXzyZIUDQH1seD09OjEOJInC9Wso37OLmKRkLLZYEvU67uuThtOvMKCL0uT2qCoUVQMaw3D0+n1s88Vw0JyNRvFxR1YjxgCRtSWncOU9f6Xo4EGiE5PRaMTn1eplZv3jzB6917GEVi8HnGtNuOyteN3ha8QaF9+lT8qiRYuYOXMm8fHxzJ49m107Ismpo6nzUvJly5Zx1VWHr406Wtw8+Gbu/f5eviv7ju/KvuP+CfeTHpVOUVMRALkxucf1/QcnDOa9S96j1lnL81ue5/uy7wE4PT3chiRIVCrsFXgVL42uRj4q/AiAa5dcy+LLFmMbaUXz9Td4fBaa/CnYKrcIQa2sYcGWBWyoDlddralcw4S0yMhpk7uJh1Y9FLGtvLU85KLbAcFKn7zJcMHjYI4Tf+2wsnwlrd5W+sT04c2L3owgZY0BopKUExmdlCSJPiOTIrbZksO9xppMNUSl6NEZNXhdflrqXMSmtOtFNmwmfCoiei7Fil0RerA9KUmMKoXKykqWL1/O6NGjiYmJbOoJUNpaSoO7Aa2sZUDckS3eTjX0RlROILR6TSinWbKr/hB7g8/rZ+X7+ztsb651cWBzOHy4cO46tn3b+QokSE7qPUfeW+Z44qwbbwNg0nW3HPExgj4hw2xR6IwmVFXh6Zum88kz4Z4b9qbGLl9/Rv9ELAo0e3x8u7OKurJWfF4/Q9c0cevyZj7OyGROs4H+5V7KdoUjWGaNzPVpYhD6xY6DfBvQtATLoW9IS+DatPguK2dSWiPPSef1cM20c8kbKUoc37z397z8u9tDgtLbs5L4XW5KjypxfB4/+9cLl1+dMYObnpzP1uxzABjZvJkJwyJz3wazBb3RhL5NubAoH9ac8L/g59O1yd1rdDqS8/K71DA1NjZSWFhIQUFBKO1z1x/mROyjqmqXztPvvPMOCxYsYMGCBRQWFjJ37tyIsubjgYv7XMzbF72NQSO+8/tX3s9tX9zG81ueByAnJue4vj9ARlQGI5JG8PTkp7l+4PVckHsBY1LGhJ5PNCdi1Vnxq37WVKyJiHrUOGt4duOzaDSy6CAPVKnD8bnd+Es2sLJ8ZahvzuhkcU2vqVzT4RyWHlxKq7eVvJg8LulzCUCoS3SnqAycQ+pwSMjHZ4zm1e2vsqYi8tg76sT1PyFtQod0U0OluKeCKfnukDs8gfgMC26tg63J37CnYQ/RCeJ4TTWdWD+YbDD9JZBk6pKFcFmvb6LJYqI14KeyYsUK7nr3I1Z04m69oUpcdwNiB4Sujf91/PiW2Kc4MgbEsvXrUg5uq8Pj8vHFv7fjcfkYfnYmfQoEk/d7FVZ/WMjedVW0NrjRGzVccPswPnx6E0qgacveddWhY9YUt/DNG7uxxhrIGRoZEo/TaSlyen60gtqR511E9rARxGdkdXiuyevjq/oWLkiMiajYCcKvqpS5PCwPOMSOt1nZbTSGOviaY2yh3jGNlV33NskZkkDO5mK26/2899E+dheHUwTmGD2j+sSR4FJZQgWl7VJt9/dJp8LtZUlNEzdtPcBDfdPZHPBGGRbVfdVMTMVBSBc9PCaaddxjM5ObnoZv8lQKNwh/BVdrC+W7d5IbIC/t0VxbgyzLWAMdWoNY/9lqfG5Rcjzl5jN4b3s1JS4desXNyKbNpA+Y1dnhflQwWaPwez34PB7MMbZuCdrcuXN59NFHQ4/fefsdRo8ZzTUzbiQ3Jy9UemqNC/gZBTQpQIeUz+zZs5k9e3aE4PF4oX9cf/48/s/c+/29oW32QFojN/r4RlTaQq/RM2fsnA7bZUnmsvzLeH3n6/xs2c9C25PNyVQ5qnh799v8YsQvSM6JobKwmf3SBayuuQLpmSpeHCWEuVf2vZJZw2Zx7rvnsr12O3avHbPWzMI9C4kzxvHJAdE76JI+l+BTxIKqW+fcYEQlIEB+YcsL/Gvzv7DqrHw98+vQ5B4kKoPiB0W83O9XQgSjQzSkE0TFGbn6z+O4Y/kdbCtdwaqKAtITxlFX2tq1TmXIFbjSJrP633sAO4lyIZBLlSUaq0P46kRVlXHTtgMUTgqnilaWr+T+H+4HoCD50G1E/lfQG1E5wcgYEIvRoqOlzsUXL27n4LY6KvY18dXru1AVldrSVj55fisblxbT2uDGFK3n3FlDSO8Xyw0PTmDS1V27FK79+ECHbaGIylF06z2ekDWiC3Nnk9BDhRX8bMdB/rgnMlpU4/HyVkUdd+0uYeyqndR6fcRqNUyMjaLfBOFPMeaSK5n9/Ctc+UdRkthY1TVRyRgQS6pf3Ao76yLNuXKHJSDJUqhnU3Oti/0bwyRRK0v8a1A2k+OicCoKv9tdggKcHRdFtqn71ZBx7/bQ/y9IT2JUf/Hb5hWMxZYSriYo272z09d/8/p/eOGOW3l1zq9wtjSz8KE/897cv7Dr+294d9GLVOvj+ChzOg/tqGfep6J53GTfLvr0yyc68cgMw04kZI2G6IQk4tIyMFo672q+bNkyZsyYwYIFC1i0aFFo+6qVYnU98/rLWfCKKFVdvfE7/nzvHwFBbNruD4K8zJsnyoMfffTR4x5RCaKzhnNaScsZGWeckPc/FG4cdCNaKXJNe8uQW8iMykRRFXbV7wr1BTpQm0WLkkRzqxmlUU9OdA73jLuHNGsa6dZ0/KqfDVUb+Nfmf/Hgqge58+s7Qz1tLsi9gPQo4RnSlUal2dnA+XIlv0uMh5ThVNormb9FdKVu9bbyVYnoxh48L+goSG2pdaH4VbR6uUN/p+4wImkEAP/Y8A+qteL8mmu7NtNc+UkVFYV2tJKb0ab3iJNVNmaGx28VOrTKeHPXm/hUH2NTxjJr2I9/MXGi0BtROcHQG7VMuLwPX72+i4Nb60Lb3Q4fm78s4ft394WswcddksuwyZkhYyprrJG8kYl8+1akT4FGK+P3KTRUOijaWktChhVrrFg5BkuUf7u7BCS4NjVy5f1jhaKqvFYuvp/XK+pIM+r4eWYSRlnitm1FrGrTaA9E+a9Oljjz+p8w8ryLiQ10cbYlB4RvDfVsWfYZQ8+e1sEp12jRMSQlmmVNdVRqFPQWDXqDltZ6N/mjxYSuN2rJGZZA4aYaPl+wjZl/Hkt8upg8DbLMS0Ny+dWuYj6sbgTgjqzuiYDX40basx3OEo+HRoVD0Bqtlhse+QebvviEFW+8TNnu7Xz6zydxO+xcfOfdaLQ6GirLWffRewA4m5v45JnHKQ4Yme3Yso13sm4JlWgW7RWRlfwkK//89d1oZOmIjNx+jJgyZUqHiIiqqlx9xQ3MuOQ6LDEGzDF6VEXl4uwLuPiyCyIiL21hs9m46667QqmjE4XOtChTc6ZGOKeeTKRaU3n67Kf599Z/h/Qmg+MHMyBuACUtJeyq38XlucM6vC7Bns6tw6/EULENNFrGpozl/X3v8/L2lzukgIbEDyHVmkp6k9CalLZ0kvrxOvl+2+uUajWUWi3sxktRzWb8ajha/Idv/kBFawUf7v8Qh8+BUWPs8P3WlYnFiC3ZjCT3/D64MPdC3t3zLqWtpSypf58zmcmenSWcruZ3uJ8aqx3s/EEsji4a+AHp9dvIc5WxLioDS0YD9tJYrG4n6W28fLyKN/S9/Hb0b4kxdNSv/K+iN6JyEjBgQgoGc0eO+P0iQVJkjcSYC3MYfUFuB/dMS4yBmMRwSmHaTwdzw98mIEmitn/JP7fw/hPhlWBcm34mv93Vvdr8x4St7Wz/5x2o5MXSGj6pbepAUvJMBn6WKdJmGq02RFIAjFYrUqByYukLz7Lz+87LbS+5JB+NCk4ZEkYlctUfx3D57wrI6B8b2uecmwcSnWhCVaFsT2PE640amQWDc/hsVD/eHdGH0zopb26L+tISZMXPlSs+4C990hgTExmC1pvM9Bk1FoDSHdvY8e2X7F+3mg2fCDOsok3rI/Yv2hz+zasMyRE+EkFMH5WBViOfMiSlKzhbvPh9CrJGwhStR5Ik5JPcRqM7aGUtNoMNgGEJw5iaPZW7x959ck+qHc7IOIN/n/tvhsQPITs6m4HxA+kfK8Tpu+p3ERVnZNAZafQpSCTOJlIuGY4cztcmwr/PhpcuYEyCIDOd6VQmZUwCex15b92MVhXi3T0NbRZkrTXwxAC2rwzrzhbtey9kjDY2ZWxIh/Lk+idD2ydlTIowTPN5/ZTvawQimy72BKnWVD6+/GMyozIpit2KT/LgLIc1Hx3gh3f3se6TIoq21uLz+CncWIOqqGQOjCU9TyxC+tSLSp4n8m7Go9EiAb7m5lDF4Obqzdi9duKMcb1lye3w4717T2HIGpmMAeEJMD4jPKnFp1uZ9fczGXtx1/nxtgKwvBGJWGIModw7EJE3bV/p421nE32y4FYUPq1pxNWFFXVQd3JWbFSor85X9S28Hoiy9LcYmRRr5YdxA/lh/MBQu4DOYIwKr0z3r+84SALkDU4g2yLCwO4ME15XE87mPRFlx3qjln5jRKSktqTzjrEjos2cHnvolXBNcREAZ+Lm51lJne4Tl5bRQXuy6r23cLa2hIjJmEunozdHkpxqQ+edpy8d0bOO1P+f4fP4sTeKKiFLjCFk4Pdjx6vnv8o9Y+/h1fNf5cmzniTO2H2395MBnazj9Qte56PLPsKgMYQqUnbV70KSJCZfN4DzZg2lOVPco9lNuaiLhVU9nlbG+UCDjKRK9G0o4M7UP4WOPWnN6/BYHjEtVUwOlKJf+eGVfF70udhh10fgamSLIVzx9XnR5yFjtDMzzmTZjGURabS7xtzFY2c+BoDb6eOjZzYz/1ffsOVLEa1JzT/8iIVG1nDHiDtw6lvYmbwSgHWfFLFxaTGrPyxkyT+38Pq9K9m9ujLwHjbIHAfA4FZBnpAkmgOdww2OVhoC1hGfFX0GwPjU8cetLP3/K3q/jZOElLzwTTJ4YngCGXtxLppOrL3bom1JXbDja9soS1u0z4EecHbSrvwkYM7uUm7ZVsQ/i6s7fX5boJLnnPhonh4ohLY/NLbydUAl/9ygbN4ZkU+e+dA55knX3hz6f+mOrV12jZ04XJQdb62o4ZXf387ieQ9QvG1zxD4JmYJU1pZ23miuO1QVNVO0tRZVVaktORg4XnaX+0uyTMH5l0Rs8zidfPzUXIq3ivMaOPEsxl05B41hNFrzFEZc+AB11nBb+DE5sfz5woE8MWM4qTHH3xL/ZMLt8FJfIXqyaHRyyLfo/wNyY3K5duC1P3q7dI0crsoKepIcaDqAyxdeHO20iVSj0Z7Bm7vvwK2ISTlpy7s8XVHLzzbfzjm7bsL5XhKTy2cyQDEwsDxsPDe9OXxv3b3ibqod1bDnc7zA9jZNMhvcDSwvFh3X82PzidZH8/DEh7HqrExMn8j1A68PTfjbvimleHtdRGfw1HzbEX0HF+RdwFsXvcWm7KXsjV+P1iiRNTiefmOT0Rk02Js81JeLqK8t2QzDroJr3uKG5Gj+miRzacsmBnpENWe0y06Fw0lFa4XorwRc2ffKIzqvUxm9ROUkoe+YZAwWLan5MeSPSsJg0ZLW10busM6NrNpixNQs+o5J5pybwuHBmKTOy+wuSIxcNey2d6FSP4Fw+hXeqhTl2Y8VVXa6z/4Aoco3G8gzGUg36FAR40ycTtNjLxGAIZOn8uvX30erN+BoaqT6QMeSb4ChgQqA7zfvD7nlBnUfQSRmimhJTXELzXU970q9+qNCFj2yjiX/3MJbD65h31oRHk/I6pqoAAybcj7mGBsGi4XJNwtb+OJtW/B5PWQNGUZCZjb15Tp05klMuPJSzrmxgKZYsepc9LMJLPzZafz0jDyuHJXR43P9/wqXPdAETpaISTCd8imuk41kczJJpiT8qp/NNYI4exUvq5X1tBhEVKXZn8Ja9Q7xgt2fkNowAtUZFpT2P3gaN2++HEmV+KZ5FhtaL2eCy8VvrGJs8yk+3lj+e9jzGbv1ejyyRIwhJlTuHES/2IAQ3ZbHV1d9xTNnP4MkSdSWtrJ3XRXbvukozo2KO/I2CYPjBzM4bSDL+71K4i8auPiXw5l662Au/tWIiP1sSWaRhu1/PqZLnmL24GHMj6kh3ysWKjFOO+UbF/JR4Ud4FS+jk0czNnXsEZ/XqYpeonKSYIkxcMODE7jkVyMwRem55ZGJXPLrET0Sd+n0Gqb9ZDADJoQrQ9r7Q/h9IpIyNMrMynEDuSRgRra2yc4bFXWUdNKP5kRhSU1j6P96ScKjREZ9FFWlKEBU8syGkF19EBNs1sNuB6DV6cgaKhrSvf/oX9m7dmXE826Hg+KFzwFQ6jPhD9waZbt3sG/dapb9+584W5qJijeGdEOv/WklxTvq6A7LX97Bq3/6gXVLikLb6svtNFWL8HNCZk63rzeYzdzw6NPcOO9Zhk89n5T8fsgaLbkjR3PJ7/6MoqiUBrxdsgbF8f2+WmpaPeg0EoPTTl0xnqqquOzekLOxqqp4Ai60tiRTB+fZXhx7SJIUmlRXVwhL+zUVa2hVWlg69nnOTnkFgK11E2hS0vEoJta2CmO9MZa3ONf2GBIKRa4J7E25m22O81nZeiNexchP6mr4+1l/B2Bx9ToANscL87lhCcMiSndtBhvxxnCK1Kg1opW11JS08PZDa/ji39tpbXBjtOq4+dHT6T8uhWk/7VhpdbgYnCCOsa02HA1Kyo5M+8YkdRLFnHA7ySNEG4uEliYqK3aLqBEwOqVzG4L/dfQSlZMIg1kXGlA1OjmUxjkSxKVGRlSCgzZArtnAiEBVyYLSGn67q4SbthRy394y1rYTpp4IfFobbi7nUdVQmieIMrcXt6KikyQyAjbz9+SlMi4gOL0g4cgm4Ck/uZ2ErBzsjQ18+PjfKN8jyn5b6mt5d+59qCU70Pvd+GQd9XqhEajct4fPn/8Hm5d+yuv3/Aav28Wg08ME8fMXtmNvclOyo54Nnx9EVVW+feNlFv3tXhzNdnatqqSlTkSxzDF6rvvreFSlBVQ7kiSTmJVzyPO2xsYRnZCIRqvlur89yW9ef48r7r4fg9lMyY563A4fpigd1TqVP70vBHvXjcvGdJwma0VRQ74kJwOqqtJc46S51hnSY3ldflRVNJXsJSknDmNTwkRl3tp5Ia+VyX0mM/BPz5M10IaiwMqop3i7/u80+DORZBg00EG+8QcSdSK6ualqXOiYtb5cKN/AhHWi90+dVsMm28/YFSs6Nw9LHMaopLBr7a1DbkWSJPx+ha9e28mulaLaZv96Mflb4wz0KUhkyi2DsMQYmHLLIPqOPvry/JGJIsW6omxFqP1B+zG80y7cegvppwvCltDaSJnDS0OLiCwHRdW9iERvefIpgv7jUmipd4e8VMTkFRaenRFrRUb0/QHYYXexw+7izYo69k7qWFrYFfY5XPx+Vwm/yUnmrEM0x+sMflXluwaRg47Xaanz+rhgw16GWk3c2yeNEpcnVFKdY9KjCURObDot747Ip9Dppm8PdCmdISo+gWsffJzX7/kN9eWllO7cjjU2nrf/ejfNNdVIQKKnljJTOrpBEzAfWIGjqRF/ixD2NtdUs/Gzj/E6mjDqV2OMu5bGSh9711aJii3A3bqftR8If47t36yNeP/UPjHYks0kZdsp2QKWuHR0xsMPP7ctr969SgxwmQVJ3PCfNTQ5vSRGGbhzStd+O0cDv0+hvtyOzqghJvHkpFfsje6IHj4elw9PoPOy3qTtTfmcQIxLFQRjS+0WttSGXWunZk8FnYkxl/SheOd69u/XAUlo9TJTbx2MtXEolH5Eun4r1d6+1FSGie8HDX9jvPUVtn95FpdZh7Im/Wu+33UuKbuA8e8yPHE4Y1LGMLP/TKHtGXAtAHvXVLHj+wp2fF9B/3EpFAXsH8Zf2of+47pocHgUOC39NMxaM5X2SrbWbmV4oojYmqP1OJq7j1jHx8cj6fXoPB5cJdH4/AfBALGG2G5f97+K3ojKKQJZIzP2olyssWIS97giDd6GRpnZevoQ1owfyGBreHJs8Ss0en2sbbLT1ANTuEs27GVVk51Z24uO6Dw3Nzto8vmJ1sr8rW862sCcsrXVyVWb9/O73SX8fIfI37YXympliX4W41FNRDqjkQGni/41DRVlLP/PczTXVBObmsZP/vECcV6RRnHHZ5NXMKbD69d//D7rlyymsaqCyp1P4Gp8jtUfiCiGqqps/OyN0L6lu/YFtit47J9Suu3feFxO/B7humkK9FE5HDRU2nnv8fUsfmoD3761h30bxKrRnWWiyelFr5H56I6JxJiPj5DU7fSF0iw1xS0hh09VVXG1evF6jq8DssflC00CwevA0eTBF3jf3mjKiUWaNY3zcs6L2DYscVioT09Kbgx9R4er2ibO6EveiETIEgQnXb+N9lBUiR9abqbJn0ZK01CGl58dei7OmcKQhCFoZS1/Hv9nrht4Xeg6aGu+VryznrqyViQJsgcfH+8og8bAWZlnAfDhvg95Z/c7VNorOXfWECRZYuKMvl2+VpZlDG1MDI21gqDYjLbjcq7/39EbUTnFoDdpoSG84myLeL2WeLRcnGhje2tYxHrJhn3scbiI02mYPyiHMzrpzquqKttanSEr/mZf52XFh8KKQDTljNgoLkuOZUp8NEvrmkPkBMAZ0KzkHsLZ9UgRmyqqrOrLSkPVNxfc8XtsKalMu2AKW7+rpMmYwPDT+7DtK9HmfuR5F7N//Rqaa6oiD6Y6cbXuQWsYjuI7iLvN91pbchCvfT9+jyAyTVXwzE0zQs83Vsfw9Ru7OeOqvj1K+73y0W42fFVCP0dQP9MIwJAz09noECmQC4amkBJz5CLBQ8Hvjfzd3Q4vit+Ax+kX4mJJIinr+BmVBVOaBrMOa6yBurJWQcoDk5VW37v2OtF4eOLDpFhSUFWV347+LRKRhoKnz+hL2Z5GtHo5HNnIGAuxuaQZdFhVPa2NXUcgshvDepIB3oIujfDqK8Jp7NUfiIacKX1ijmv114V5F/LJgU94Z887gIgkPXnWk/z82bMOqTfMHziQbT+IRpBOjbh/eyMqnaP3rj7FYAgIPT2OrqMjP8tM4tfZyaFeNHsCk1y9188f9pSgdFK++0VdM1PXhQ2Y0gxHdvPvtItVz8iAZsaq1XB5cmxElCeISxJtR/Qeh0JsqrDpLt+zE4/TgVZvIDFH+NYM7ydKoffX2knp05eMQUOQJJlBk87ust+O4hXCWL97EyBSTADNVRtDJKUjNMi6DLZ/W9ZlQ8m2aGhx85fv9/GB3o0/UY+KyidmD+sHGJh0dT/WF4tI0Kjs4zvQ+TqJmLidPlz2QH8kVe2y/PtYwBtK8WjQaGV279/Gg3PvIzk7mqkXTaK4VBDPOXPmIEkSM2bMiLDC37BhA6NGdezKu2HDhtB+hYWFJ8w+/1SATqPjd6N/x+/H/B5Z6mgoaIkxcN0D47n63nHhiJfeDL/aiG7WZ8z441gGnp7KqPOyMUV1P65kOrpOadaWhMuaa4qFjUH73mfHGhPTJ0Z43iw9uBRVVXtUFHHuGRMpjxHnJyli/Is19hKVztBLVE4xBCtSOouoBGHUyNyTl8ofcsTqJtOo5/2R+cRoNRQ5PczZU0qrL3JCWtEQaXBW7fF2SmgOhUJHsOw4kpjMH5zDtalxXBwgJ7MzEymIOXTDsCNBMKISRFJOHhqt+N7yEsV7Hqyz4/MrnHH7HIbe+aggLQM7rxRQ/aWoqgfFWwSAy3V6xPOZQ4Zz4a/+EHqcmJOPPvo6JFmsDNctKQpNwF1h9a7a0P8TLszEVxDLdr2fLysbWbG3lo3FjQCMzDp+A52qqvg8gYhKm8nI7fBFpHzaR10gIMA9QgLjdftxtnjw+5TQ++sCE95pk8Zz7z0PcMM1N4MkkZ/fB4CZM2cyf/58Fi5cSEGBqBAJ9vbpjITMnz+fUaNGIUnSCWtI+L8EvVHbsXO1JIGswRyt5+wbBjL+sj7c8NBpjJjasUHprsRVAMQ0dC6C9bh8nXYyzh56fFuGyJLMnaPujNg259s5HGjq2HetPaJMJkr7iYaJOkUsGntt8ztHb+rnFEOQqHi6ISpBTImP5rNR/cg3G7BqNVybGsdzJTW8Vl7HysZW3h7eh/RA1c2uVhF1ebx/Jn/YXYJPhTqvj1qPjyafn2cOVvPr7CTG2rq2jldVNeSP0qed/iTfbOTJAVl4FIVZLYkhN9rjAb3JjDU2jtYG4eWSkh9epaXFmDDqZFxehYP1Dq7411qanF4+SEulz4AuiIpiZ+D4OjZ9piDJMci6cG8Rrd7Mpb/7E3qTic1LP6WurITL/vAnXvtzONLisnupLmomvX9HkvHNnhrsbh8bDoTLoP+4ODKvf+N/hNtuRqyJASnHLu2iqio+d9gg0Ofx43E7kSSJhHQrPq9CQ5Udb7uovbNVwthGI+Pz+qmvcmA0a4mOO7TpnNZgCK3KXa0emgNVU0gSqCqSJIVMETVaGZNVz713/5Uxk4azYMECZs2axdtvv92hp8/06dO7fM9Ro0bR0CCiUsGuyr048dAZNCRmhceQPmfEsqDiaYptOxhQMx65yYSr1dshnRN0ijZF64lPs1C6q4GYRBNxqcdnsdMWl+VfRl9bXx5e/TBbarfwadGnuP1u/nH2Pw752nSbKEgw+LWYNMZQG4BeROK4EZUNGzZw2223sX79+m73KywsZNGiReTl5VFYWMisWbN6B4qjgKEHEZUgJEliRBtCcEdWMrVeH5/VNLHP4eZXO4t5d2Q+ADsDRnFDrCYS9FpqPD6ePVjN/NKa0OtVVN7ohqhUeXzY/QoaCbJN+k730ctyh743xwMJ2bkhopLWL2ycJ8sSfRKtbC9v5qmle2hyipTGuoMNDJ/YsXlcEJs/fxuAvFFjiM/KYvMXE/C6Sphx358wmMV3POPev+H3+9DpDVz0y+G01rso3l5P4aYaqg+2dCAqbp+fmwIkJEbf/a2aFGXgtZ+MQ3sMe9r43G6evqnryf144VevLEJnNKL4FVoa2jgpByIyWn1kesESayBNm8yC5+cz++ezaWxsZPbs2Yf9vr3jzo8DWQPjMVp0RCcYOe+6kTzzXjXuFgcNxipiXclUHmjqkNIp3ycsD9L6xDDttiHsXVtFQob1hFWADU4YTEFyQajy6cuSL3v0ury4BNyATpGI1famfbrCcSEqQeLRkzzvjBkzQmSmsLCQ2267jYULFx6P0/qfwOFEVNojXq/lmYHZHMxxc8bqXXzf2Mp3DS30MRuo8/qQgH4WIyl6HTUeXwRJAdje2r1T676AFibLqEcvn9ys45Sf/Jxd33+L3mSi77gJEc+dMzCZ7eXNfLylIrSttlVMmDc8+jQ1Bw8gyTLF2zZjibGx5oNFqAEfhWHnnE7eyH6cdvk9eD1+jJbwyk/WaJA1IvwdrERw2b0Ubqqhpri5wzkeqA2LA5s84d8z2qjll2f3pX9KVCiaMveKoeQmHH+Cd6KgKipNNU5URdjhm6x6WhtcSLKEJSYyGicHtl119VW88OILLF269LA7IDc2NoZSQ2vXru1N/5xEGK06rntgPLJGkIzxqeMpbimmKuqAICr7m8geHM/OlRXEpVpIyYuhIkBUUvNtyLJ0XMqRD4VrB1zLpupNbKrZBEC1o5okc+d9vEKvyU7hRUlCVlU8+kkn4CwPH7vtLra2OLg0KRbdSeqddVyISnch1rYoLCyMeJyXl8eyZcuOxyn9zyDYlflIiEoQ2SYD16fF85+yWqZvCtvNZxj1mDUyKQZdRHfjO7OTeepgFdUeH3afH4tWTMb/La/j2eIq/pqfzrSEGPY7gmmf41eV0lPEJKUw7vKrOn1uxqgMnl6+N2Jbcb1olJaUk0dSQHg76IzJFG/bwpqAb4o5xkb20BFAwMDvED2bABIDFTLVBzs2OdxXHdlPKNYv8eRpfRlzQS5Wg/idH71yKH5FkKtjDY1ez23/fIOWhsi2C9HxpojUThBul4+mGgeyLBOfZkGSJFRVpa68FSVgEGeNNWK2dh5NC0JrMAjdi9uPJEtEJ5jQ6TXoDBo0OrnbRoMFBQXMmzePZcuWMWXKlB5/1raR3Ly8PKZOncr+/Z23WujF8Udbgj8kYQjv7HmHyqgDDKgZT2VhE8tf2cnu1ZVYbAam/WSw6OMDpPW1naQzFt2VX7vgNS7/4HL2Ne5jR92OQxKVbLMRNAr4JOzyoBN0pj3HK2W13LOnFAV4r6qBF4fkYjoJnchP6rJ22bJlxMVFdgmNi4vrVdwfBUJi2m6qfnqCO3OSsba7IINVQiltKn76mY3MyUslSa9FJdxL6M2KOn63u4QDTg//CjQe3NwiJvv8IzRsO1HIjDNzzoAkZAmuKBAVQqUBotIeqf36h/7fd+xpaLSHVw2VlCVy1E01TtZ/VhQhON1XFSYqY0wmrmk1kJxkCZEUgJljsrh2XEfx4ZHC5/Hj9yn4/Qr15Q5cdtDpjRF/pigzOqOxw5852oLeYEKj1YOkQ2c0Imv0aLSG0GsldJ2+tu2fJEkhQa7BrA0JZ3UGTbckZdGiRcycOZNHH330sFM/bRdNwTR0+4VUL04OLsi7gClZU5g8ejwAZXsaQ92J7Y1u3n9CzBc6oyaiE/3JwqB4QTi2123v0f56jVjAKX4rOw8RlT6RcPgVHi6sCJmEflnfws92FOE7Ca7UJ5WoNDY2drq9vr6+0+1ut5vm5uaIv15EQm8Sg3p7w7fDRaJex+P9M9FJEqOizfwyK4k5uamB58IT5bWpgmgOsggSs8PuwuFXeKQwnDZZ22ynwevjs4B1/jlH4Gh7ovHstQWsmHM2PwnoUg7WO1hXVM/K/ZG9fXR6AyPOvYjYtAwmTL/msN/HaNXRpyARgFWLC9m1sgJVVfnqv7v4/AtROXCmU8tZFWBRpZCh3/GA4ldpqnXSUOnA0egJ9dGBcKQOOtqEByHLUmg/V6sXv0+hoSqS4B2quimIYK+qnraVaGxspLCwkIKCglDaZ86cOT167YYNGzjnnHM6bG+/iOrFyYFBY+CpyU8x+8xbQumgznDa5X26JbInCoPjheh+e23PiApaMVYbfR4WVzcep7M6fCyubqDJ5yfLqGfRiD4YZInPa5t5vqTzjvfHEz/K8uSuCMzcuXOJiYkJ/WVmHr6z56kOk0WE1Z0t3qM+1mXJsWyfOIQlo/rxpz5p9At0LD4/IYY8k4E/5qUyO1NMsgMDPiiLqxr4V3E1VR4fmUY92UY9fhUeKayg3usnVqthfDeC2x8LTHoN6TYTmXFCCNvo8DL9+ZVc88IqPtsW2fH5nFt/xq1PPY/FdmRiuHN/OoTRF+QA8O1be9j+bRk7VpRTi5jU4/3h2/RoOr4eCj6PH1RQ/ArO1nApj1avITrehClKT3R897b5wWoMt8OHq9Ub0pjEBjpT+30Kil/B0ezp1JMlCMUvVm3dTUxtMXfu3AhdysKFC5k3b16XUZG2Y0xeXl5EhdCyZcuYPn16r7j2RwaNRiY2pfNqwCk3D2TImT+ODuHBZoXb67ZHREhLW0r5zVe/YW1lZGsNj1bcB0aPm8VVDcfVh+hw8G6lqIK7MS2eibFRzO0nvt8niipPeFPbHmtUFixY0G3OdurUqYeVEwahsm8fPamvr+9ygLjnnnv47W9/G3rc3NzcS1baISpeTGQtdS5hPHSUqvdobUdL8qFRZn4YPzBi21UpcbxcVst3ja181yhSFvfkpbK1xcFzJTW8Ui4iEdMSYk6aIOtIEG3smMp59LNdnNU/EaPu2Ni1S7LE2ItyqT7YTPH2er55cw9+VOplMWDFK+L70hk1od/3eMDXzv9Eb9QSFW9EkiUkWeoRSdIZhBGb36dgbxIhbZNVL9I2GllU8tS7cTu8IEFiZlSn12hPIyrLli1j/vz5LFu2jDFjxoT0cevWiY67U6dOZfbs2dx1110sW7aMpUuF0/DcuXND+9tsNkaPHs28efOw2Wzs37+/V9D/I0VcmpW6MiEyT+tro3xvIwDZQ46vsdvhoH9sfzSShnpXPVWOKlIsQtj7xq43WF68nOXFy1ly+RKyokXK1qX1YgYsHgfbXB42tjgoiD65wni/qrIpkKo/J9C5/pqUON6pqGdVk51/l9bw1/z0E3Y+PSYqs2bNOuZvPmXKFObPn99h++jRnTuAGgwGDIYft77hZMMaJ74fr9uP2+47rvbRbTHQauK5QTn8fEcRTkVlUqyVy5Ns5JsNPFcSrg6anvz/rwTvjL4JrNhby5zzBvDid4UcqLXzk1fW8sotY49ZObAkS5x72xA+/Mcmqg40U6lR8EsQpdUQEyAqw8/JRHuMyFF7uOyekC5EZxDCVUuMoUcOm20hSRJGiy5EUiCcjtTqZTxORZAUAFVcp+07zKqq2uOIypQpUzpdIM2aNavDmBXct72/CggRbtAYrhc/XrT1RRl7US4/vLeP5Lzja5N/uDBqjeTb8tndsJvttdtDRGVvQ1igf//K+3lx2otIkoRd48YMZDnKWc1QFlc1nnSissfuwu5XsGjkUCRdkiR+kZXEqq0HeKuinrtyU7BoDn88KnV5qHR7ifX0POp/3FM/7dM4GzZsCIVj25f/FRYWMnr06N6Q61FAq9NgjhHpn+a6EyvMOi8xhtXjB/HUgEz+PSQXSZIYao00MDo99sef9mmPv88cweJfnM7Pz+rDM9cUYNZr+H5fHWsOdK6lOlLojVou/10BuednUtpXfG+n908gOTuamCQTI6YcO9Fse+xeI3oYBdM01ljjYZOUIIxWHQReKmvkUFRE10nDQFdr5GClBMuSA+FvzUmoMOjFjxfBsQ0gOS+aGfeMYdLM49Mp/GgQTP+srlwd2tbWrXZt5VqWFy8HoF4jtJZprWJB90F1A/6TnP7ZGIimDI8yhzrYg4iu5Jj0NPn8fFLTdNjH9asqMzbt46INe5mwemePX3dcRoFly5aFhGxz584N+RN09njhwoXMmTOHRYsWhSyve3F0iG6T/jnRSDLouCY1PpQykiSJx/qL3OYD+WnIJ8iA6Vgi3mpgRKYNgAl94hmbK0SWJQ2dVwIdDb7YWcVv1uzj20oxCIzNjWf63aO59i/jQmZ+xxpet589gSoK0zFYmWq0MvFpVkxWPVFxYZdZbXsLdYTou21O3tniCZfWS9IRk6VenJrIG5GIKVpP7vCE4xZdPBYYnyoqlN7c9SaL9y2myd1ElUMsBq4ZIET3b+9+G0VVqJIEQdG5FWI0MlUeH6saI60JPqpupN+KLVy2YS/rm+x819By1GTmv+V1DPpuK2eu2RXyuApiQ5MY20a2cwiXJYkrAlHxj2saD/s9l9c1c8B5+PqW4zLydRdibU9E2grZeuq/0ovuERVvorKwOWw9fpJxQ1oCU+KjSdH/eMKzR4M0m4h2lDUe2+/X61f4w6IteNpU24zNjUOSJKQeikqPBHXlrXicfiQ5XN5+tNBo5Q56Gr1RQ3SCCb9XQW/S0lDlQPGr+L0KWr0GRWnTSwhCTrS96EUQRouOWx45PRSx+7HivJzz2FKzhdd3vs7rO14nwyoWa2mWNK4feD1v7nqTtZVrKWouokUjPJTsWLkgSuLNRniqqIoJNiuyJKGoKg8XltPsU1jVZOfCDSKFdGt6Ag/3O3IB8ZsVddR7/dR7/fy9qIpnB2UDUOx0826VENKO78Ql/OJEG08WVfF5bTMbmx0MjzLR4vMTo+t67FBUlbv3lPJqebhq8nCiJL1x1VMQUScxotIVUg36E2ZnfbyRHiQqDcc2tbarooVWt48og5ZZk/K4+bQcBqcd/1Lu5lrxOWRNx863xxJB/YrFZgjpYAA8bj+OFg+1pS1h/QpgjunVo/WiIyRZ+tGPJZIkMXvYbDSSht0Nu3lh6wsA9I3tS1Z0Fv1i++FX/by7511cGhd+yYeKzE3UYpIlvmts5afbiqjz+Pi8tikUhchoI+7/T1kt09bt5oeGyOiLqqpUu7tvGquqasjzCuCD6kYq3eLee7iwAqeiMMFmYUp8x/FngMUY8sI6f/0e0r7ezJDvt7PX3vl8s6iynjErd4RISpRGZunofnw+un+n+3eGXqJyCiKc+vnxmAedSggSlfLGw/9+X11ZxP0fbscfME1a8O1+7l28DUVR2VQiVjEjs2P54wUDuf+SwSdkQG6uEQPMifag0BsFUXE0uWmtd0GbcTUhw4rV1ktUevH/FzajjVHJowD4ofwHAC7NvxSAKdlCAP727rdBAo9WpFosDWU83C8DCfiktokbtxYyZ08pAHdkJfHpqH483DedyXHC0XpLi5MrNu1jxPfb+SSQinm2uJphP2xn8HfbuHrTfm7deoDSduXEZU43HpcLrQTDo0x4VZWFlfWsbbKzJKA9+Wt+eqfjjyRJ/GNAFmfGhhugelWVbxs6umurqsp9+8ooC5Cgh/qms/n0IQyNMpN7GMafvUTlFIQ1UEbaUu8+xJ69OBIEUz/lTV0TlW1lTby/sTRESABaXF7u+2A7L/9QxA/7a3F4fDz8yS5eW3WQDcUNbCxpBAjpYU4UghGV45le6gzBiEqwwqct5F4RbS9OAVyUdxEAJq2Jv0z4C1OzpwIwJUsQFbc/MEbrxD3YUFfLNanxfFjQF4D1zQ6qPT4GWIzcmZNMol7HrRmJvDQkl5eH5HJ2gLBUerzcvuMgb5TX8UHANK7B5+frhhY+qW3iwf3loXPas2cPrzz7NDf/8AkjHU1cniQ0J38rrODiDXvxqiqDrUaGRXXdwX5UjIW3R/ThX4F0EXTe622/0029V/jELBvdj59mJGI+gnv7uHVP7sXJgzlaKOMdLSfWlOd/BWk2QQQrGl0oitohEqGqKre9uo6KJhdvrC7mtZ+Mw6jT8EMbV9stpU0Y2njUFNU52BQgKiNPElE50REVnUET6gcEYIkx4HGduJL6XvTieOOy/MvoF9uPzOhMovXhNEq+LZ/s6GwONh8EQGfwgQOq6kUF0JgYCzNSYllY2UCuSc8rQ3MjSoGNGpnzEmM4LzGGYqeb3+wq4YfGVn67uyS0z6tDc/m2oYV/l9byYXUjv81x0d9iZPXq1XgdDiSgf205Z8WPhXYWaVenxPfo812RHItekvjp9iK2dUJU1jQKz5vxMRaGdEN8DoXeZcspiGB3WWdLpA16L44NkqONyBJ4/Eqoq3IQ6w/W88hnu6hoEumUtUUNPPb5bgC+3l3TZr8GtpQ2hh5/tq2Cwho7Glk6CRGVk5P6kSQponGj0aojNsWC6RBNC3vRi/8vkCSJwQmDI0hKcPu07Gmhx30TxeJnR7UPn09UvT3WL5P5g7P5dFQ/sk1dp0myTAbeHJ7HzwIu4SC0LNMSYniobwbnJUSjIsSzAA0NDaH9ouqr6d+uSexj/TO4NaPnBnpDAj3gdttdeNv1AVrTJIjK2E5EuYeDXqJyCsJo1SFJgArO1qO30u9FJHQamZRocXMHoyAgIilXPreS+d9E2rb/5/sDLFxXwnf7wkRlXVF9KNUDsGyn6J9xZr9EYi0nbqL2ef201AuicqJTPwDaNkSlp3192mLDhg3MmTMHSZIYNWpUyKMpuG3GjBkRTU43bNjAqFGjOj3WsmXLWLBgAcuWLevt4t6L445Zw2Zx34T7WHTxIq4fPg0rrTj9Mtu2bQNE1OTSpFhs3VTTBGGQZe4K9GIDiGvzmunJwk7h05om/H5/hLeZ2tiA0+lkTm4KZo3MkoK+3JCWEOGdcihkGfVYNTJuRWV1kxD27nO4+Ki6kRUB3cqYXqLSi/aQZQlTVCD909Sb/jkeOG+IGBT++tEOWt1iBbS/JlJ9/4vJffjpxFxUFf6waAsl9eHQaLPLx5ItFbTHlQUnrl+Jx+XjnYeF1bxWL5+Uhm4WmwGtTsYae2StAQoKCnj00UdDLrRBE8mZM2eGfJmCjrNB/6bOurMvW7aMhQsXMmvWLPLy8g67+3IvenG4MGqNzOg3g/5x/dGkDmY4wgBt8eLFbNy48bCPZ9bI3NcnDYC725CWyfFRGGWJgy4P6ytrUBQFvyTTYBLmm8XFxdyZk8L+M4Yy6ggIhSxJnBEQ1t6wpZAvapu4YP0ebtteRJnbi1kjc3ob4e2RoJeonKIIOjg6mnuJyvHA76b1IzPORFmjk2e+FL4GKwsjnWoLsmL504UDGZ4RE9qWFWfmxglhAZq2DTnIiDUxZVDScT7zMNYuKaKhwo7epKXg3OwOz6uqiuLxH9c/SVGxJZgwGjWhbUfSlO3RRx+lsLCQBQsWAPD22293sNCfPn16lzb5s2fPDvk55eXlhXoC9aIXJwS2HM7UbmE4OwBYunQpLtfh20vcnpXEgUnDOLtNWbFFo2FyoGP9ZweEhqXZaKYmRkRaKiuF2ePRVBg+OSCTwVYjTkXlxq0HaPaFJQdnx0UdkYC2LXrFtKcozNEGoDWi50ovjh0sBi33XzyYn7yyjvnfFLK9rBlDIHWRGWdiysBkzuqfhCRJjO8Tz+ZSUfI3KDWaX0zO5+21Jbh9Co/PGM7yXdXsrWrhxZvHRAhsjyfsTW62LBeD1tRbB5HS18qBAwci9lG9CuX3/XBCzqct0h44DakTu/3uYLPZeOGFF7jttttobGw8rIhIYWFhqBnqhg0byMvL69Deoxe9OK6QZfRJ+VxS/gWl1pHUtTpYv349p59++mEfytQJKbgqJZZPa5v4qriMM4FmkwU5JhYqi6mtrT3q04/Vabkgwcb21soOz115DPq79UZUTlH0RlSOP84ekMSMUSJV892+WpbvEjqTx6YP5y8XD0YTiJaMzo4LvWZgajTJ0UZeumUMT141nEtHpPHMNSP57DeTQv4sJwKluxpQFJWETCs5Q388nWePBtOnT2f06NEsXbr0sIjGhg0biIuLY9GiReTl5bFgwYKINh+96MUJQfIgNKiMSBC6wqqqqmN26CnxMcRoNUQ7hbi12WjGFi8qe44FUQEYFROu6hlgMfL56H483j+T8xJiunlVz9AbUTlFESpR7iUqxw2SJPHYjOFoZIm31orohM2sY1R25AqiIMsW+n92vLiZT+tzcslB2R6h/M8YENflPpJOJu2B007UKUW875GioKCAefPmsWzZsk67KneG+vp6CgsLmTJlCjabjVmzZhEbG3tEKahe9OKIkSQaGdo8ZUAqTU2H3/SvK+hkiTmpMWz7vgyAJrOVAXFhoqIoCrJ8dHGLth2fB1qMDI8yM/woSpLbojeicooiRFR6Uz/HHTNGZ4b+f3b/JHTtQq/xVgNn9E0gwarnzH6J7V9+UlC2WxCV9H62LveRJAlZrznhf0eaK1+0aBEzZ87k0UcfPazUT15eHjabLdS1PfhvZ6LbXvTiuCF5EADRLULzdiyJSk1NDU0fvUu0y4E2KhpvVh9u7J+LRqPB5/Mdk/eK1mqwBMa+CxNtR328tuglKqcoeiMqJw5tfU+mDU7udJ+Xbh7DD3efc0JLjwH2rqti8VMb+W7R3tC21gY3zbUuJAnS8m0n9HyOFxobGyksLKSgoIC77roLINTB/VDo1aP04keBQEQlJkBUmpubUZRj44P1zTff0NTURGxsLD+76Ua+mTSC/lFm4gPpn5qamkMcoWf4fHQ/5g/O5qIk2yH3ra+vP+Q+QfQSlVMUQdO33vLk4w+NLPHO7Ak8eNkQzh2c0uk+Wo2M/gh8Qo4GjmYPX/x7O2W7G9i8rITmQO+n2lLhbRCbajlm3ZJPNubOnRsiKCC6tM+bNy/kq9Iebb0k8vLyGD16dGhbYWEheXl5XVYI9aIXxwXWRLAkEkULkgSKomC324/JoYOk4NxzzyUhIZx2TksT5czffvstfr//qN8n32zk0qRDi2f37dvHSy+91OPj9hKVUxS9EZUTi7G5cdwwPvtH1dW1viJykCveLgar2lLh9xKfbj3h53SssWzZMmbMmNFBALtunfCHmTp1KvPmzQvtG4yyzJ07N2L/hQsXMmfOHBYsWMCjjz7aW57ci5ODJCGojQr0wTpW6Z8gCY+JiRS2nnXWWRgMBkpLS3nrrbeoqqpi9+7dx1WfpSgK77//Ph5Pz+emU2M51YsOCFb9eN1+PC4femPvT/2/hsYqR8Tjg9vqGDIpnboyQVQSMv7/E5UpU6Z0KpqdNWtWBx+V4L5Bv5S2sNlszJ8//7idZy960SMkDYID3xCj89LskmlqaiIj4+hMID0eDw6HGAuC+qsgbDYbl19+OYsWLWLv3r3s3SvSTlOnTmXUqFEYjT03YlQUBUVR0Gq7n2sqKiqw2+3odD3v6dUbUTlFoTNo0OrFz9sbVfnfRGOlGJzS+9sAKN3dgKvVS2WhWKXFnwJEpRe9OKUQJVLH0bIogjgWEZXgMfR6fafEY8CAAdx6660R0ZalS5fyyCOPUFpa2uP3ef/993n00UcPqT0JkqGcnJweH7uXqJyikCQJc1Cn0ktU/ifREIio5I9KxhprwOf2/197dx7Xxn3nDfwjifscBAYDtjES+HYcS1DbTeKjhvTaNNkETJJm22ZboEee1+7TbtHj7G7Tbp+nrOh2d5/tsSt59+k+mzapI6VtmqROguokjpPYBRTf8REGgy8OIw3C5jCg2T+GGSRA9wBCfN+vFy+QmPnqxzAz+up34j/+6h3ccgg3wZwYaPohJKakCJ1bGYVQ6ynHHCdiosIwjM+m6YKCAnzta1/DF7/4ReTlTQ0ImD4JpC9Xr17F6dOnMTY2hnPnzvncrru7W1oeQKvVBvsnUKISy1IzaL2fpYzrEfqoZC1PgVbvPTW/uiBVah4khESJyUSlSCXM8Nre3h5xfxFf/VOmS0pKQnFxMZ544gksWyZMoxDsaKCjR49KP4tT8k83Pj6O5557DgMDA0hPT8eaNWuCig1QohLTpjrU0lwqS83EmBuD/cJaIUxeCkp0U4nK/V/ZiEca9FHV8ZcQAilRWT3RAZVKhYGBAfT390cU0rNGJRjp6enYu3cvAKC3tzfg9jzP4/Lly9JjX81FZ8+ehcvlQlpaGr761a8iNTX4BRApUYlhKVSjsmQNOkbA80BcogopGQnIK87Ats9psOuxNSgty6PO1YREo8lEJWG4D6tWrQIgDOUN19jYGC5evAgg+EQFgFSjIs5a64/T6fRaQJHjONy65b2SvNvtxrvvvgsA2LZtW0hJCkCJSkyjPioLo/NMP+xvdC7oFOzinCkZ2UlQKBRQKBQo+8xqbNoV2QgCQsgcSplc0mLUBa2mGIDQ/BOut99+Gz09PUhOTsamTZuC3i8rKwtxcXEYHx/3mSgNDw/jxo0buH79OgCgsLAQublCza3YYVZ09uxZ9Pb2IjExEWVlZSH/HfSxKoaJfRBuU43KvLkzPI5XfnISAKDOT12wBf/EZp+M7OCHFxJCFlhSJqBQArwbJQXZsAG4fPkyxsfHAw77nY3YGfb+++8P2EfFk1KpRE5ODrq7u/Hcc8+hpqYG69ev99rmxRdf9EpiCgoKkJ6ejsOHD+Oll16C2+3G1q1bMTY2BpvNBgC45557kJwc+uKrVKMSw8Q3Kcf1W7TA2jy52DK14mnnmcjaliPhmkxU0rPnb0VmQkiElCogWZjZNS8VSE1NxdjYWFi1Km63W1qBeeXKlQG2nmnbtm3Sz2+88QbGx8elx0NDQzNqWvLz87F161bp8csvv4y33noLv/3tbzEwMACGYbxihoISlRiWV5wJpVKBW85R6RM2mVvnjl6Xfr586uaCJYiDUqIS2zUqdrsdBoMBCoUCer1emjJffK66utprcUG73Q69Xj8jjtVqBcdxXlPrE7IgJvupKIYdKCkpAQAcPHhwRifVnp4evPjiizh8+DCGh4dnhHE4HFJNjFrte5V0X7Zu3Yr9+/cjLS0NTqcTZ86ckX7n2bRTWlqKoqIirFu3Dunp6fj4x6dWXD9y5Ag+/PBDKBQKPPjgg0hMTAy5HAAlKjEtPlGFZUXpAIBrF7mFLcwScMs5gr6uQY/Ho+jpcAEAPnijC6/89OS81bIMevRRiWU6nQ5Go1GahVZcYLCmpgYmkwkWi0Vas0ecMn+2VZGrq6uRlZWFrKwsqU+POPU+IfMqeTKpGHZg9+7dSEtLg9vt9hoCDACHDh3C6dOnceTIEWnJCE/iMOG8vDwolbO81Q9cBezPAuO+R4UmJiZKib3n/CgXLlwAAOzcuROf//zn8eSTTyIlJQWA0Mz0ne98R5onJScnB1/4whdQXFwc5AGYiRKVGFe4hgEAXL/kXNiCxCie53H2nWt4zXwGv/u/JwAAecUZWLdDmGHy1OErcLt5HP8di87T/XjlJydx7KXwO8cFy7VEalRERqMRLMvCbDYDED6BTp9Cv6qqataFBjmOg8ViAc/z0pfRaPRa5JCQeTNZo4KhfmRlZeGxxx4DIHSqHRsbw/j4ON577z2vIcGzzXciJirLl8++UCpefxr43VOA5Ut+i7Nhwwbp9UdHR8HzPDo7OwH4nrRNqVTi8ccfh8FgwFNPPRVRkgJQZ9qYl1csdKASF6Jb6twTbtwZnkBSWvDrTPgydmcCR351Eeffu+H1fNGmbKy+Kwfn3+/GR/Y+rN3uwMT41BC/tkOdKNqUg3xt8J3bQi2XOCQ9I4I+KjzPY2xsTK5iBS0+Pj7kOV4YhsGBAwdQW1sLjuNQX18f0v5VVVXSz1ar1esxIfNKHPkzJNS+ip1UBwcHwbIsrl69infeecdrl9mmrReTCXGF5BnOvSR8v/B74FIzUFo562a5ubnIzs5Gf38/3n77bQwNDeH27dtQKpW+YwNQqVRhdZydDSUqMS4jRzhRbjlp0re+rkG8fuAMBvtH8Kff1mF5ceiJQs9lF/o6XdhwXyFe/clJoUlNISQn1y9yGBudQPGWHOSsSMeqjdnoOtsvjQLKXpGGnBVpuHCsGx++e33OEpWOk8KnqzR1IhJTw7/Ex8bG8IMf/ECuYgXt6aefRkJC6LPmVlVVwWQyobm5OaTaEM/5JTiOg8PhkJqQCJl3aZNT2F9tAyAsh7J27Vq0trbCarVKHx7i4uLwwAMP4De/+Q2cTifgdgO3eoCMfAwNDUl9WsR+Ll6Gp9Wwv90ElFQAs3xAUCgUKC0tRX9/P9577z3p+eXLl4e0sGAkqOknxqWrhc5LI7fGMDY6scClWVhv/fI8BvqG4Xbz+Kh1asZFt5sH1zOEW85RtLzagV8+c2zWGijXzWFY/74Vbz9/EYf+7TSuXeQQl6jC5/7ibvzJN7bgsWe24eFv65GzQugXtOvxNYifXK4dANTLU7DhHuETyKW2XtwZGZ/xGnI4d1So4Vm/I3/JzT6r0+lgs9mk4ZChMhgM2Ldvn8ylIiQEd9UIQ5QvHgKutAAA9uzZg6KiIilJUSgU+Na3viVNQ3/79m2MvvUj4B/XYfhdE6xWK3ieR25u7uzDknvOCt/jkgBVInD1j0DXMZ9Fmq2Jx2eT0hygGpUYl5Ach/gkFcZGJnDLOYKs5aHNCBgrBh0j6O2c6ugqriR8qbUHp9++BueN217b/+ZHdvzZ93cgKS0ePM+D/aAP7/16ajje5VPCYmHbHijGynVCVW26Ognp6qk+IRnZySj9WB7OvSOMBMrKT0V+SSYycpLgujmCKx86oN3qvQZPpG4PjOLaBSegANZ9PD+iWPHx8Xj66adlKllorxsOq9WKmpoaZGdno76+PuQhnRzHwWazhTSDJyGyW7YG2PIYcOKXwAtfAL5iQ2pmIfbt24cf/vCHAISVkMVmleTkZAwPD8N5xIzlAN5s/j1YCMOES0tLZ3+N7skRPNpPCHO3nHweuPAqULRj1s2LiopmPLdixfxNHkk1KjFOoVBIb56DjqU7RJk9ITSHMHlCz/T+q7fw6s9O4civLs5IUgBh4rbf/csJjN2ZwDsHL+E18xm4bnofv9TMBGze4/9iLfVYDDAzNxkKhQKr7xImgbt8Wv4RQNcvcQCAnBVpEfVPAYRzJyEhYd6/wqkF4jgOLMtCp9NJzT4GgyGkGK2trZSkkOhw//8Glq0DBq8DfxQ6iKempmLnzp0AgIqKCmlTceixAxkAgF4InXHj4uKwffv22eNfF1YwRt4mockHANi3gMFu4NQLwB3ve2JCQgLWrVsHQKjd2b17N7Zs2RLxnxksSlSWADFRueVYuv1UOk8LNSAb7yuAukCoVepmhcW6SstyUfM35dK2K9dnITk9Hn1dgzjz9jWcPXoNAKD/VBG+/KP7pO027iyESuX/EipYkyX9nLdaqIIVE5XO0zfBu+WbZ2V0eByXJ//OglJGtriLQWNjo1e/FIvFgqamJmlelelmmy/FbreHNd8EIbJLUQNlXxZ+dkzVDO7Zswdf//rXvaahF8/ZmxDuNRyE+8yfbV+O9JRpo/6cncAf/g449SvhcfFO4QsAuk8D/7wZ+HUt8LPtwC3vBQkfeugh1NfXY9euXdi9ezdUKhXmCyUqS0DaZKJy7ZITLza14ty71wPsEVvcbh7dk/OZFK7Nwoq1U8mDKk6JvU9uQM6KdHzsgWIweSnY/cQ63PUJYSbH9178CO5xHlnLU7DtQQ2SUuPxqbpN2Lx7BbZWrgr42kqlAk98fwceMeiRuUyo4SgoYZCQHIfhwTHZ5lUZG53AL585hovHhZkoCz0SpFhms9lQXV0Ns9kszZMCQJpXorKyUpoPxWazSbUsjY2NXtuLqBMtiRrM5P3F2Sk9pVAokJuqguLYvwIjwgetwsJCAEAHVsG95Qm4IPSRY44+A3zwrLDj+Cjw4cvAf9wPvPMj4blCPbD6XiAtF8jdKDw3MbncCtcl1Kx4SEpKQn5+ZM3J4aI+KkuA2KFWfBPrZl1Sp86lwHnjNsZGJhCXqEJ2QSoK12bh1JtCj/iclWlSrUj5Z4tR/llhvH+JLhfHX5r6NK7V5UpNElpdLrS64PuWZC5LlpIUQEiONt5bgA+au9B66DKKNmdH3Om141QfhicXn1QohGRoKaioqPCqBhfV1dXNmEdF3NZoNM4ai+ZNIVEla7JfCNc19RzPAy9+GWDfBEY4YM/TUkfXLhTAkb8R7pMXoMQE0nEbuGYHyv5cmDOl5d+n4ihUwN5npkb57PwW8MbfAqO3gJXlwEc24PrMiREXCiUqS8BSmfRrNkOuO3j3RaETbF5ROpQqJQrXMFAohGs+d1X6rPsxeSnILUpHb+cgklLjsT7CjqnTbalYiVNvXUVPhwvXLjixYl1kTQ6XWoRq2rgEJXY9tlaWeWIIIQsoc3J9nhFOqD1JyhQSCPZN4flj/wpc/wA52r3IxAAGkIn3e4QPRBkpSVAO8UDfBaE25ZRF2Cd3I/DoL4DMVYDK4+1/0yPCF88L8T+yCUlOlKCmnyWgaFMOVm6YeiNUKBVwy9g3IpodfvZDXDknTIaUpxHabhNT4rGsKMPrudl8qn4zPlm7CZ//u+3SfDRySc1MlGq1Wg9dxkDfEHo7XWHFct0cRtdZoQmp6n+VYd2OhameJYTIKDFtapba52oABwu8/tdTvx91AZfegOI1A9ZD6MfS9sEJAB5zA928ALQfBkYHgPR84KtHAbXGO0nxpFAABZMLCzo7gCP/IMzPssAoUVkCEpPj8MD/2ILHvyusXMm7eamZIJaNDo2h6+zUjI0lHs01n/izddjxsBalZb6bcNLVSSjR5yIpdW5qJ7bevwpKlQLXLnD4xd8eg6WxFa+ZT0uJVbDee/EjuCd4FK5lkF2QNidlJYQsALGfStf7wL9sFRKP5Jm1r3tSLmFz6dQQ4pTMbGEulpEBoPXnwpMbHgJmW/NnuuQsocYFAA5/HzhtifCPiBwlKkuEQqFA1vJUpDJCf5XbA7E/AqjzbD94t9AR9ms/24NlHs082YVp0N1fBGWAUTtzKV2dhLXbvSdNarf34eUfn8CbvziPl398QhpW7QvXO4T2D/qgUAD37Vszl8UlhMy327N0tv/E33g/fuBfkPiNo/jcviekpzIyGYCZTFwuvS58X31P8K+r/8LUz51HfW83TyhRWWLERGUpTKl/+ZRwkRffvQxKZXTO0Kr75NSnoK33C59ieB44d/Q6us46cOjfTsPZPXOeF5E4w+6K9WpkF1JtCiExRf9F78cbHhI6xxYKKxpj1ceFbVKzER8fj9raWmzevBk7duwAlq313nfZ+uBfd+e3gUefF37uOh528eUyZ51p7XY7amtr0dbWFnA7QJj6mmVZcBw36wqnRB6pmcIaKre52E9Ubl4RZqItjOI5RZjcFFQ8uQG3uVFsvX8Vhl13cP5Yt9c2F453Y/uDU1NYuyfcOPZbFso4BTpOCvOm+GvCIoQsUtu/DuRtFOY66TomfFcogKqfA8dNwH3f9Nq8sLAQjzzyyOQDPXDxNeFnVQKQtTq0114pdBXAzQvAkGNqscQFMCeJitVqhUajkZIQf0wmk7Q0e0VFBSyWhW8Pi2VpYtNPjCcqE2NucL3DABD1NQ1rt001/+SsSgcmE5W4BCXG77hx6s2rWFO+HH1XBuGecOPaBQ4Xjk8lM0qVApq7l817uQkhcywhBVj7aeHnkr1Tz2cVAZ8KsGDo6qnJKZFd4rsDrS+p2cJ+/R8BV1uANZ8MbX8ZzUmiEsoS6Xq9Xlj5EaDpq+dBapaQqLS91omE5DivpodY4uwZAu/mkZgSh5TM0FfiXSiew6W3P6RF22udGHbdwfN/57v6ddXGbCSm0HBkQoiHQs+WiTCbvlduFxKVrmPyJyqH/0/Qm0ZFHxWGYShJmSdpWVNzqrQdugzezaO304XhW8IoIPeEG11n+zFye2yhiigLx3Vh9WN1QeqiWkE4e8VU7U9BCYOHv6VDXnGG331Ky6nZhxAyTVzi1M+5IfRP8bTyY8L3K3+MvDyeJsaBE88FvfmCJyocx8FqtcJqtcJgMPhcmwMARkdH4XK5vL5IaIrvysGGe4X5O+6MTKDl1Q5YGlvxX0+/hwvHu/Hyj0/i5R+fxJHnLyxwSYMzPjYBALhyzoFXfnJSGs3Uf13ogLrYhusmJMVh9+fXYvtDGuSsTAOTl4JP1m5CYop35WfZZ1cjJTMBKRkJWL05Z4FKu/DsdjsMBgMUCgX0er10/xCfq66u9mqCttvt0Ov1M+KwLCtNw+9vjSBCFpXaN4G7HgU+PftszAGtmlzU8FobMCHjh9frdmFulyAt+My0dXV1Um2KRqNBZWWlz+XZGxsb8b3vfW8eSxd7EpLjsOeJdRgevIOOkzfR8uplAMD4HTdsPz8nbXeptRdrtt1EvjZzQZsVeDcPhY8RO+9aL+HEH67ggae24OUfnwQAtB3qxM5H1+DmlakalcVm432FXo/T1Ul47Dvb4OwZwkv/JKx6WqLLxV27hZWbE5IW/DJeMDqdDjqdDhzHobW1VVqrp6amBlqt1msafX9956xWq9cU+vX19TCZTHP/BxAylwp1wMMRnMfZpUASI8yO2/X+1AKGkbrUHNLmQd/hzGazzwQCEBb/mm3NjUDEpdkBIVFhWRYsy866ONj+/fvxzW9O9XJ2uVxYuXJlyK9JgKJN2dKIEV9e/ekprN2+HBVf2jBPpfJ27t3reOsX5/HAX9yNlZNTzPNuHoOOEdy8egsnbFcAQEpSAGF+GLebR3c7BwBY7mfm2cUklUlEKpOIjz1QDPcEPy9NWjzPw+0entPXmI1SmRzy32Y0GlFcXAyz2Yy6ujocPHhwxpo+/vrOHTx4kNb6IWQ6pRIorRQmfbN8CfjKHwB1ceRx2/8Q0uZBJyrTF/iSg91ux969e6XOtCJfS60nJiYiMTFx1t+R0Kz52HK89cup5p3M3GQMTI6Syddm4ka7UC134Vg39n5x/bz18xgdHsfNrkEUlDJ489nzAIAjz1/E57+3HaNDYzhkOoNrF5w+93fdHEb/1Vu4MzKBhCSVV5+PWCAumjgf3O5hvPX25nl7PdHuXaehUqWEtA/DMDhw4ABqa2vBcRzq6+tD2l+tVkOv18NisYBlWVRWVoa0PyEx6zM/BG5eAm6cAF79JvDEr6cWMwzHxBhw41RIu8x5HxWO47we2+12qf1Xo9F4feqx2WyoqqqijrXzID5RhUca9EhlErHjYS1K9EKHzITkOHzsc961Wc4bQ/NSpp7LLvzyO+/jt//0AVp+f9mrrADQ8srlGUlKXIL3Key8MYQzR64BAPJLmKid6I3Ir6qqCmVlZWhubp61RtYfcVoErVYLi8US0shFQmJachZQ9f8AVaKwbhD7VmTxbl4E3GNAfPAfIuekcdtms6G5WWiDamxsRHl5uXThi48bGhrAMAzKysrQ1NQEhmHQ3t5O86jMo+WaTHzp74VplcfHJqCKU0K7NRfqglR8+Uf34fUDZ3D1vBPXLjrnpa/H+7/+CMODQoetllc6pOfFBRR7Lnt3nk5IjsOfPLUF545eg/7Tq3Hw+3/E+Jgb545eBwAURPFEb4uBUpmM3btOL8jrhkun06GpqQk2my2kpmibzQaj0QiWZaXaGOqjQsikbC2wuRo48QshWdHuCT9Wz1nhe+56ADeC2mVOEpWKigpUVFTMaCMGMCMRETvDkYUVF6/yalZISo1H4ZosXD3vROfZfmye7Lg5Vwb6hnDtIjfr7wb7RwAAXI93zY4qXol8bSbytUI/FGWcEhgTVvos3pJDqwhHSKFQhNwEs5CsVitqamqQnZ2N+vp6v33qPLEsi5aWFul+VVFRAb1eD4PBEHLNDCExq3inkKhcPgpcswOD3cJkdKE2A3VPfvjJWw/gcFC7LPjwZBK9tDphttPO0/14/zftcN2cu46VF473AABWbVAjMdU7f74zPA6ud0ia22XzLmFUzM4a70X4Nu0qhEIB7Hp8LT7ztbuQkrF4JnojkeE4TuqYL3aKNRgMQe1rt9tRXl4uPdZoNNi/f/+MZmtCljRxUcPrduDAHuBXj4W3srJYoxLC2kOUqBCfspanYsW6LACA/fVO/Or7f8SV8445ea3+a8Jw4lUbs6H/1GoAwMcfLkFyujA0+so54XXTshJxz75SPP7dbVK/GtH2BzV48of3YtNO7+G9JPY1NjZ6jdqxWCx+50PxTEJ0Oh1aWlq8ft/f3081vYR4ylwxtSKz6Og/C6uohqLnjPA9N/jRpJSoEL/KP1uMuHjhNBkbnfDqOyKngT6htiYzNxl3V6zEn//Dvdh6/yqkZwv9FY786iIAgMlLgUqlRNbymX1mFAoFktOoFmUpsdlsqK6uliZrE7W2tgIQpk1oamqSthVrWRobG6XtxfmbmpqaYDabYTabQx41RMiSsPc7QOn9wBdfAeJTgd6zQlNQsG71Abd6AChmru7sh4LnQ02HoofL5UJmZiYGBgaQkeF/mnESGdfNYTz7N+9DoVTgy/9wr6yTwPE8jwN/eQRjoxN4/LvbvJKQ1//9DD5q7ZUeb969AjsfXTNbGBKBkZERdHR0oLi4GElJSYF3WKLoOBEy6aVvAB/8Atj2NeDTfx/cPu1vAs8+BKg1cH3p7aDfv6lGhQQlIycZTF4KeDePq+edGOgbwmvmM9J8K5EYHhzD2OgEoAAysr1HfGzetQL5JZnSwoL5JbExgRshhCxqayZXdb54yHfzz/s/BZ79U2DIAfRdBI78UHg+b2NIL7V0594mISvamA2uZwgdp27ihK0L3awLQwOjePjbM9dOCYXY7JOWlQhVvHfuXFDK4OG/0sM94cYtbnRGIkMIIWQBaPcIc6s4LwN956cWPuz9UBjZs6kKeP1p4bk/fA/oOAI4JvuM5YU2kSTVqJCgabYKi99dONaNblaY0+RG+wAGHSMRxXX1CcOOM5f5TkKUKiUlKYQQEi0SUoGSvcLPbf9/6vn//Czw61rg8Pennmv7z6kkBQi5RoUSFRK0fC2DjJypdvm4yRljPfuQhEPqSJtDiQghhCwa5V8Wvh//V+C4GRi9BQz1C88d/cfZ91lRDmh2hfQylKiQoCmUCqz/uDCJWu7qDOx4SJgMq+NUX0RxxYncMnMXz+RihBCy5Gk+AeRMDm449G1hbpXp1B6TJj74M+ArNiAxPaSXoT4qJCRbK4uQlJYAzd3LMDHuxjsHL+HGRwM4+YcrWLttOZLSfI8GujMyjoSkmaecY3ItofmYpp8QQohMlErg0eeBd/9JGAHUcWTmNnv+WpjF9spxYONDYb0MJSokJKp4pdeEalnLU+DsHsJRyyV0dwzgk1/ZNOt+l1p78Ma/n8XOR9d4TcfvnnBLNSrqfEpUCCFkUckpAR78KaBQAvb/Ep7b8higjBP6pZRWAkmZAJ4K+yWo6YdERHP3Munnj1p7cZsblR53nunHCz9owZUPHbC/3glAmLht7M6EtI3r5ggmxt2Ii1ciXU3zUhBCyKJ0319N/bxqB/DgT4Anfz+ZpESGEhUSkbsrV6HsM6ulJp9z7worF/d1DeKVn5xEX9cgWn9/GUmpU01CF451Sz/fvCpMnZ+VnwqFMsTFrciSZ7fbYTAYoFAooNfrpSnzxeeqq6tht9u9ttfrZw6nZ1kWBoMBZrMZBoOB1vkhJFRZRUDFd4UkZcODsoamph8SkaTUeGz7nAbp2Ul489nzuPKhA+WfLcaZd65J2/RcdnnVllw974A6PwXHf9eB65c4ANTsQ8Ijrr7OcRxaW1ul1Y5ramqg1WpRV1cnbWu1WqHRaLwSF1FlZSXa2trAMIyU/JhMpnn7OwiJCff+T+FLZpSoEFkUlDAAgN7Lg5gYc6PbY8baibGpfigA0G7vQ7vde6TQqo3qeSknCR7P8xhyu+f9dVOUSihCXDreaDSiuLgYZrMZdXV1OHjwIIxGo9c2VVVVs+5rs9kAAAzDABCSH7PZTIkKIVGCEhUii8zcZCSnx2N4cAxXPnTAcf02AGFmWbHWZLoSfS62fU6DxNQ4WkwwCg253dAeOT3vr9u+czNSVaqQ9mEYBgcOHEBtbS04jgtpUUFfzTx2u51WUCYkClAfFSILhUKBfC0DALC/IXScZfJSUFqeJ22TmBIHVdzUKXdPVSmYvBRKUogsqqqqUFZWhubmZqkJKBg6nU7q2wJAahpyOByyl5EQEjqqUSGyKVzLgD3RhxsfCc0++dpMrFibJf0+LSsRQ647GB50S49J9EpRKtG+M7Q1OeR63XDpdDo0NTXBZrOhoqIiqH00Gg2MRiPMZjP27dsnJS1qNTVHEhINKFEhsiktz8M7By9Jj9ftyEdmbjLSshJxyzmKVCYJ2x/Swvbzc9j7pQ0LWFISDIVCEXITzEKyWq2oqalBdnY26uvr0d7eHvS+DQ0NYFkWLMtKCU4otTKEkLlDTT9ENslpCSgoZQAIzTz5JZlQKBRYsV74ZJquTsTqzTn4yj/uRPFdOQtYUhJrOI4Dy7LQ6XRoaGgAIAxRDhbLstBoNFIzkE6nkzrXEkIWFiUqRFaf+MJ6lOhz8eBfbpVGbpR9ughaXS7u2rNygUtHYlVjY6OUoACAxWJBU1OTV98TT9M70Or1euk5k8k0Y8QQIWThUKJCZJW5LBmfrN2EZavSPZ5LwafqNtFaPkR2NpsN1dXVMJvNsFqt0vOtra0AhPlRmpqapG3FWpbGxkav7Y1GI2w2G8xmM6qrq4Pu30IImXsKnuf5hS5EuFwuFzIzMzEwMICMjIyFLg4hi9bIyAg6OjpQXFyMpCRaysAXOk6EyCOU92+qUSGEEEJI1KJEhRBCCCFRixIVQgghhEQtSlQIIYQQErUoUSGESBZx3/p5QceHkPlHiQohBPHx8QCAoaGhAFsubeLxEY8XIWTu0RT6hBCoVCowDIPe3l4AQEpKijRhHxFqUoaGhtDb2wuGYaBaREsLELLYUaJCCAEALF++HACkZIXMxDCMdJwIIfODEhVCCABhEcL8/Hzk5uZibGxsoYsTdeLj46kmhZAFQIkKIcSLSqWiN2RCSNSgzrSEEEIIiVqUqBBCCCEkalGiQgghhJCotaj7qIiTL7lcrgUuCSGEEEKCJb5vBzOJ4qJOVPr7+wEAK1euXOCSEEIIISRU/f39yMzM9LvNok5U1Go1AKCrq8vnH1peXo6WlpY5KwPFX7j4i7nsFD+24y/msrtcLqxcuRJXrlxBRkbGnLzGYj4+iz1+tJR9YGAAq1atkt7H/VnUiYpSKXSxyczM9HlBqVSqObvYKP7Cxl/MZaf4sR1/MZddlJGRQccnBuNHW9nF93G/20RSoMXgG9/4BsWP0fiLuewUP7bjL+ayz4fFfnwWc/zFWHYFv4iXA3W5XMjMzMTAwMCcf7oghJClgO6rZD6Ecp4t6hqVxMREPPPMM0hMTFzoohBCSEyg+yqZD6GcZ4u6RoUQQgghsW1Rd6b1ZLfbUVtbi7a2Nq/nWZaFzWaDWq0Gy7KoqqqCRqORNb7JZIJWq0V7ezv2798PhmHCim+z2QAALS0tOHDggBSHZVlYrVZoNBqwLIu6urqQX8NffH9/nxzxA712JLHF5zmOQ0tLC2pqaqDT6WQruyeDwRDW/zfQsQEAnU4HlmXBcZzs5bfZbGBZVjrvKyoqZItvtVqleOGc94Hiy3H9BoofyfXr7/yT47oNdH5Het3ONX/HINL7QqD4ctwbgv0fhntvCHR8gPDvDYHKHul9wV98Oe4LXvgYYLFY+La2Nn62P8doNHo9rqurkzW+RqPhnU4nz/M839bWFlb86eU0Go28TqeTHnv+3N7ezldVVcka39/fJ0d8f7+LNDbDMHxbWxvP8zxvMpl4jUYja9lF4vER/9dyxa+rq+MB8AD4iooK2eM3NzdL52R7e7vsx0csu+fX9GsukvhyXL/+4kd6/fo7/+S4bv3Fl+O6nWv+jkGk94VA8eW4NwTzP4zk3uAvfqT3Bn+x5bgv+Isvx33BU/Se4WGY7YKdfvKHm0jMFr+5uXnGPzicm0ZbWxvPMIz0uL29nQfAt7e38+3t7TP+Bs9tI40fadkDxQ/2tcMte3Nzs/Q7k8kU8s0u2PJZLBavNzW54ptMJt7pdIZ1kwsm/vQyB3vcg4nvdDp5i8XitX2oN6NA5Y/0+vUXX47r19f5J8d16y++p2hNVPwdg0jvC4Hi83zk94Zg/4fh3hsCxY/k3hAodqT3BX/x5bgvTLeoO9MGQ61WQ6/XS1XIlZWVssXmOG7W58Uqu2DpdDocOHBgRly1Wi1Ve3tSq9UhvYa/+HLwFz/S1w60v2d1pcViQX19vWxlF1mtVlRVVYUUN5T4DMOEXT3qLz7LsnA4HGAYBna7HRzHhdxsEqj8nsclnOMUKH6k16+/+HJcv77OPzmuW3/x5cKyLJqammC1WtHU1DTjmNjtduj1+rBi+zsGctyTAh3jSI9dMP/DSO4NwcQP997gL7Yc94VAZY/0vjBdzCcqFosFAKDVamGxWCI+YJ7EtkOR+E9yOBwhx/Is18GDB1FRUQGGYXzeTEN9DV/x5eIvfqSvHWh/u90Og8GAyspK1NXVyVp2juMiPk6B4lutVlitVhgMBq/zKdL4drsdarVaakc2m82wWq2yxfc8LhzHweFwhNX/y9/xkeP69RVfrut3tvNPruvWV3y5VFdXo6GhAVVVVaiqqkJtba30O/FcCTW5EgU6BpHeF4I5xpEcu0DxI703BBM/3HuDv9hy3Bf8xZfrvuApZjrT+mKz2WA0GsGyrJRRm0wmWWJrNBoYjUaYzWbs27dPOpEiqakQT85AneN8nShyxQ+Xv/iRvrav/XU6HTQaDQwGQ0TZ+2zxX3jhBdneHGaL79kBTaPRoLKyEu3t7bLEdzgcYFlWegOoq6tDVlZWUIuABVt+kcFggNFoDCuuv/hyXr/T48t1/YZy/oVz3cp1fk83/Y1Po9FIHVAByPqhztP0YyD3Pckz/lwcOzG+nPeG2eLLeW/wjC33fWF6fE9y3BcARGnjZpim/znt7e18Q0OD12OGYUJuj/MV3zNuW1sb73Q6w+5UJaqrq/Mq32xtqwzDeLW/RhLfkxyng7/4/n4XaWyeF9qkIzn+0+M3Nzd7xQqnHdpffJ7npc5+PM9L50+4x2i28k9vUwfg9ZqRxBc5nc6wOuMFii/39eur/HJdv57nn9zX7fT4nsK9bk0mE19RUeH1nEajmXF+RBI/mGMQ7n0hlGMczr3BX3w57g2Byh/JvSFQ2SO9LwRz7OW6L/B8jHemtVgss3bqCfdGPdsF63nitLW1hdVz3bNsYjyxE5WvTkvhjg6ZHt9TpImKv/iBXjuc2NMvOLFDXjj/X1/xTSaT9AWAb2hokC3+9A6FkbxR+jp35EpU/P3/mpubIzrvfcWX8/r1Vf5Irl9/558c122w53e4163RaJw1UZn+Rh9u/GCOQST3BX/x5bg3BIof6b3BX/xI7w3+YstxXwjmfyvHfUEUc31Uplf7TV/Fsb+/P+Sx9L7iA4Ber5eeM5lMYVdzWa1WqZqS4zi88MILYBhmRtsey7IoKysLuW3UV/zpwm1S8hc/2NcONbZarfbqMGe326W+B3KUvaKiAnV1ddIXANTX18sWX2x6ENlsNlRVVcn2v9VoNCgrK5P+p+KcCXKVXyS2eYfLV3y5rl9/5Y/k+vV3/slx3YZyfod73c5GrliBjkGk9wV/8eW4N/iLL8e9wV/8SO8NgWJHel8I5vyO9L7gRZZ0Z4E1NzfzDQ0NUlbr+SmsubmZNxqNUuYbThWjv/gmk4m3WCy8yWQKu1pXzPY9v6Z/GhBft6GhIaxhcP7i+/v7Io0f6LUjLbt47E0mE19VVRXWMLtA5XM6nbzRaOQB8HV1dSF/8vAXv62tTTo/PZs55IrvdDr5uro63mQyhVXFHszxMRqNYQ/7D+bcjOT6DRQ/0uvX3/kX6XUbKH6k122wTSeRvE34OgaR3hcCxef5yO8NgeLzfGT3hkDx5bg3+Iod6X0hUHyej+y+MB1NoU8IIUsQy7Korq726sSalZWFjo4Or0/GCoVClo6WhIQr5pp+CCGEBBZK85ScTUuEhCrmhycTQgiZncVigcFgQHl5OVpaWqR5awChX0RzczMAoLGxEeXl5XM2ZJkQf6jphxBCCCFRi5p+CCGEEBK1KFEhhBBCSNSiRIUQQgghUYsSFUIIWQLsdjvq6+uhUChgMBhgNpvR1NQkPedrZI/NZoNWqw1rQUtC5ECdaQkhZIlgWRZarRZOp9NrGLLZbEZZWZnP2Unr6+tRWVlJo37IgqAaFUIIWSJ8TWm+b98+OBwOn/uFuqwDIXKiRIUQQpYou90OjuNmXVeMkGhBE74RQsgSdfDgQezfvx+AMFOtzWaD3W6HRqNBS0uL18J4zc3NYBgGHMehpaUF+/fvp5oWMi8oUSGEkCXGbDYDEDrKiokKy7IwGAzS2j8OhwNNTU1oaGgAAGi1WmlFYoZhUF1dLc1cS8hcokSFEEKWmLq6OjAM49V51mQyQa1Ww2azSc+1tLRIP3vWnlRUVKCyslJqNiJkLlGiQgghS5RYQyLS6XRez9XV1c13kQiZgTrTEkLIEuFvZE9NTY1XbQoAr8ee86zY7XZUVFRQbQqZF1SjQgghS4DdbofJZAIAGAyGGfOi6HQ6GI1GaTVlwLvGRaPRgGVZcByH1tZWr5WWCZlLNOEbIYQQQqIWNf0QQgghJGpRokIIIYSQqEWJCiGEEEKiFnWmJYSQGGa326XROy0tLThw4IA0WodlWVitVqmjrDi/SqD9xN/X1tZKE8QRMlcoUSGEkBhms9mk2WWbmpqwd+9eKbmorq6WfmZZFrW1tdJoHn/7icmN3W6f7z+HLEE06ocQQmKU3W7H3r174XQ6AQjJiFarRXt7OwDvRAUAsrKy4HQ6/e7nuXihQqEAvYWQuUZ9VAghJEbpdDocOHBAeixO2iZOla9Wq722V6vVsNvtfvcjZL5RokIIITHMc1K3gwcPSjPKes4060mcvdbXfoTMN+qjQgghSwDHcbBarQE7v05PYILdj5C5QjUqhBCyBBgMBjQ3N0u1IgzDzFj7x+FwzKg1mb4fIfONEhVCCIlxTU1NMBgM0Gg04DgOHMfNWDlZVFZW5nc/QuYbJSqEEBLDrFYrdDqdlGy88MILYBjGa/QOIIzsKSsrk2pOfO03HSUvZK7R8GRCCIlR4rBiTwzDeA07NplMKC8vR0tLC/bv3w+GYQLuZ7PZ0NzcjKamJjQ0NKC8vNyr8y0hcqJEhRBCCCFRi5p+CCGEEBK1KFEhhBBCSNSiRIUQQgghUYsSFUIIIYRELUpUCCGEEBK1KFEhhBBCSNSiRIUQQgghUYsSFUIIIYRELUpUCCGEEBK1KFEhhBBCSNSiRIUQQgghUeu/AdeBDo8IIkPCAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "swv = np.lib.stride_tricks.sliding_window_view(X.index, X.shape[0]//2)[::200, :]\n", "\n", "for window in swv:\n", " pdiagram = PersistenceDiagramTransformer().fit_transform(X.loc[window])\n", " X.loc[window].plot()\n", " ax = plot_persistence_diagram(pdiagram[0])\n", " ax.set_title(str(window[-1]))" ] }, { "cell_type": "markdown", "id": "eb3092c9", "metadata": {}, "source": [ "## Vectorizing topological information" ] }, { "cell_type": "markdown", "id": "8d16e520", "metadata": {}, "source": [ "These persistence diagrams carry the information associated to a homological dimension, but the number of these points cannot be predicted generally, and therefore persistence diagrams need to be vectorized in order to integrate a classical machine learning pipeline. This is done using the `Atol` and `Archipelago` tools from the Gudhi library, and the `PersistenceDiagramTransformer` is integrated into a larger pipeline making use of these tools.\n", "\n", "Selecting a number of encoding points by dimension, `n_centers_by_dim`, this results in a _representation method_ we call `TopologicalEmbedding`.\n" ] }, { "cell_type": "markdown", "id": "8f0343bb", "metadata": {}, "source": [ "Now we apply the procedure from before with the sliding window algorithm. So instead of a single embedding vector, we get a vector for each window in the timeseries `X`:" ] }, { "cell_type": "code", "execution_count": 5, "id": "bf1787bd", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 191/191 [00:00<00:00, 773.60it/s]\n", "100%|██████████| 191/191 [00:00<00:00, 818.66it/s]\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Atol0__Atol Center 1Atol0__Atol Center 2Atol1__Atol Center 1Atol1__Atol Center 2Atol2__Atol Center 1Atol2__Atol Center 2
08.0144278.3373480.1394292.3693791.0413050.869459
17.6469818.8403810.9056860.7371200.0000000.000000
28.4909687.4060481.0416291.8510820.9348860.006830
38.7815087.2123241.7950351.5232720.0090760.957346
410.4588025.2080431.0279821.8737400.0000000.000000
.....................
1869.5825384.7396160.1580711.7077380.0000000.000000
1879.1883125.7057980.0038701.8399690.0000000.000000
1889.8624036.0288400.5044041.8672780.1287510.723518
1898.2024677.3308620.0805602.7327150.0000000.000000
1908.4759166.1918141.0130292.5013800.2053301.519385
\n", "

191 rows × 6 columns

\n", "
" ], "text/plain": [ " Atol0__Atol Center 1 Atol0__Atol Center 2 Atol1__Atol Center 1 \\\n", "0 8.014427 8.337348 0.139429 \n", "1 7.646981 8.840381 0.905686 \n", "2 8.490968 7.406048 1.041629 \n", "3 8.781508 7.212324 1.795035 \n", "4 10.458802 5.208043 1.027982 \n", ".. ... ... ... \n", "186 9.582538 4.739616 0.158071 \n", "187 9.188312 5.705798 0.003870 \n", "188 9.862403 6.028840 0.504404 \n", "189 8.202467 7.330862 0.080560 \n", "190 8.475916 6.191814 1.013029 \n", "\n", " Atol1__Atol Center 2 Atol2__Atol Center 1 Atol2__Atol Center 2 \n", "0 2.369379 1.041305 0.869459 \n", "1 0.737120 0.000000 0.000000 \n", "2 1.851082 0.934886 0.006830 \n", "3 1.523272 0.009076 0.957346 \n", "4 1.873740 0.000000 0.000000 \n", ".. ... ... ... \n", "186 1.707738 0.000000 0.000000 \n", "187 1.839969 0.000000 0.000000 \n", "188 1.867278 0.128751 0.723518 \n", "189 2.732715 0.000000 0.000000 \n", "190 2.501380 0.205330 1.519385 \n", "\n", "[191 rows x 6 columns]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from tdaad.topological_embedding import TopologicalEmbedding\n", "\n", "embedder = TopologicalEmbedding(window_size=50, n_centers_by_dim=2).fit(X)\n", "embedding = embedder.transform(X)\n", "embedding" ] }, { "cell_type": "code", "execution_count": 6, "id": "20f7444c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([, , , , , ],\n", " dtype=object)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib\n", "matplotlib.rcParams['text.usetex'] = True\n", "\n", "embedding.loc[X.index[0], :] = np.nan\n", "embedding.plot(subplots=True)" ] }, { "cell_type": "markdown", "id": "7a1e996e", "metadata": {}, "source": [ "# Anomaly Detection based on topological features" ] }, { "cell_type": "markdown", "id": "f0e06677", "metadata": {}, "source": [ "What is left is to analyze those topological features for detecting anomaly. We use a procedure from `scikit-learn` called `EllipticEnvelope` based on a robust covariance estimation procedure, that estimates the topological mean and covariance of the vectors and use these to produce the associated mahalanobis distance. Once this distance is defined, an anomaly score is simply derived from it." ] }, { "cell_type": "code", "execution_count": 7, "id": "f8b04c86", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 191/191 [00:00<00:00, 1088.03it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "X.shape[0]=1000, self.window_size=50, self.step=5, so running self.padding_length_=0...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 191/191 [00:00<00:00, 1045.76it/s]\n" ] }, { "data": { "text/plain": [ "array([ -3.62090796, -3.62090796, -3.62090796, -3.62090796,\n", " -3.62090796, -10.08873951, -10.08873951, -10.08873951,\n", " -10.08873951, -10.08873951, -10.78583457, -10.78583457,\n", " -10.78583457, -10.78583457, -10.78583457, -12.18904978,\n", " -12.18904978, -12.18904978, -12.18904978, -12.18904978,\n", " -12.72126438, -12.72126438, -12.72126438, -12.72126438,\n", " -12.72126438, -17.02984659, -17.02984659, -17.02984659,\n", " -17.02984659, -17.02984659, -18.43424569, -18.43424569,\n", " -18.43424569, -18.43424569, -18.43424569, -23.00511013,\n", " -23.00511013, -23.00511013, -23.00511013, -23.00511013,\n", " -25.57913524, -25.57913524, -25.57913524, -25.57913524,\n", " -25.57913524, -31.57776802, -31.57776802, -31.57776802,\n", " -31.57776802, -31.57776802, -31.45946288, -31.45946288,\n", " -31.45946288, -31.45946288, -31.45946288, -32.41516313,\n", " -32.41516313, -32.41516313, -32.41516313, -32.41516313,\n", " -33.62752756, -33.62752756, -33.62752756, -33.62752756,\n", " -33.62752756, -34.02074975, -34.02074975, -34.02074975,\n", " -34.02074975, -34.02074975, -38.5246302 , -38.5246302 ,\n", " -38.5246302 , -38.5246302 , -38.5246302 , -38.63818671,\n", " -38.63818671, -38.63818671, -38.63818671, -38.63818671,\n", " -39.28788031, -39.28788031, -39.28788031, -39.28788031,\n", " -39.28788031, -42.6035978 , -42.6035978 , -42.6035978 ,\n", " -42.6035978 , -42.6035978 , -50.29238806, -50.29238806,\n", " -50.29238806, -50.29238806, -50.29238806, -46.10305427,\n", " -46.10305427, -46.10305427, -46.10305427, -46.10305427,\n", " -50.10379525, -50.10379525, -50.10379525, -50.10379525,\n", " -50.10379525, -48.43836262, -48.43836262, -48.43836262,\n", " -48.43836262, -48.43836262, -47.72314895, -47.72314895,\n", " -47.72314895, -47.72314895, -47.72314895, -47.91093761,\n", " -47.91093761, -47.91093761, -47.91093761, -47.91093761,\n", " -47.98965423, -47.98965423, -47.98965423, -47.98965423,\n", " -47.98965423, -45.11052359, -45.11052359, -45.11052359,\n", " -45.11052359, -45.11052359, -46.47204516, -46.47204516,\n", " -46.47204516, -46.47204516, -46.47204516, -39.44578881,\n", " -39.44578881, -39.44578881, -39.44578881, -39.44578881,\n", " -32.90720578, -32.90720578, -32.90720578, -32.90720578,\n", " -32.90720578, -35.10904563, -35.10904563, -35.10904563,\n", " -35.10904563, -35.10904563, -32.45779434, -32.45779434,\n", " -32.45779434, -32.45779434, -32.45779434, -28.93868572,\n", " -28.93868572, -28.93868572, -28.93868572, -28.93868572,\n", " -31.70128123, -31.70128123, -31.70128123, -31.70128123,\n", " -31.70128123, -32.31686914, -32.31686914, -32.31686914,\n", " -32.31686914, -32.31686914, -30.90304808, -30.90304808,\n", " -30.90304808, -30.90304808, -30.90304808, -37.61721775,\n", " -37.61721775, -37.61721775, -37.61721775, -37.61721775,\n", " -47.14621736, -47.14621736, -47.14621736, -47.14621736,\n", " -47.14621736, -53.92175157, -53.92175157, -53.92175157,\n", " -53.92175157, -53.92175157, -52.31800896, -52.31800896,\n", " -52.31800896, -52.31800896, -52.31800896, -55.03285144,\n", " -55.03285144, -55.03285144, -55.03285144, -55.03285144,\n", " -52.78405115, -52.78405115, -52.78405115, -52.78405115,\n", " -52.78405115, -54.53167815, -54.53167815, -54.53167815,\n", " -54.53167815, -54.53167815, -52.09853585, -52.09853585,\n", " -52.09853585, -52.09853585, -52.09853585, -53.56135449,\n", " -53.56135449, -53.56135449, -53.56135449, -53.56135449,\n", " -52.1935825 , -52.1935825 , -52.1935825 , -52.1935825 ,\n", " -52.1935825 , -49.5214615 , -49.5214615 , -49.5214615 ,\n", " -49.5214615 , -49.5214615 , -40.56280223, -40.56280223,\n", " -40.56280223, -40.56280223, -40.56280223, -44.41263656,\n", " -44.41263656, -44.41263656, -44.41263656, -44.41263656,\n", " -48.66065978, -48.66065978, -48.66065978, -48.66065978,\n", " -48.66065978, -49.99896066, -49.99896066, -49.99896066,\n", " -49.99896066, -49.99896066, -49.34922552, -49.34922552,\n", " -49.34922552, -49.34922552, -49.34922552, -54.0744707 ,\n", " -54.0744707 , -54.0744707 , -54.0744707 , -54.0744707 ,\n", " -66.11419323, -66.11419323, -66.11419323, -66.11419323,\n", " -66.11419323, -75.57244603, -75.57244603, -75.57244603,\n", " -75.57244603, -75.57244603, -80.82660304, -80.82660304,\n", " -80.82660304, -80.82660304, -80.82660304, -78.05884369,\n", " -78.05884369, -78.05884369, -78.05884369, -78.05884369,\n", " -77.59082894, -77.59082894, -77.59082894, -77.59082894,\n", " -77.59082894, -69.23543809, -69.23543809, -69.23543809,\n", " -69.23543809, -69.23543809, -69.03692792, -69.03692792,\n", " -69.03692792, -69.03692792, -69.03692792, -63.27832293,\n", " -63.27832293, -63.27832293, -63.27832293, -63.27832293,\n", " -67.06954701, -67.06954701, -67.06954701, -67.06954701,\n", " -67.06954701, -61.91295318, -61.91295318, -61.91295318,\n", " -61.91295318, -61.91295318, -52.12720126, -52.12720126,\n", " -52.12720126, -52.12720126, -52.12720126, -43.39671989,\n", " -43.39671989, -43.39671989, -43.39671989, -43.39671989,\n", " -41.34592409, -41.34592409, -41.34592409, -41.34592409,\n", " -41.34592409, -45.94835351, -45.94835351, -45.94835351,\n", " -45.94835351, -45.94835351, -45.18761033, -45.18761033,\n", " -45.18761033, -45.18761033, -45.18761033, -50.88942775,\n", " -50.88942775, -50.88942775, -50.88942775, -50.88942775,\n", " -47.30047383, -47.30047383, -47.30047383, -47.30047383,\n", " -47.30047383, -48.33243339, -48.33243339, -48.33243339,\n", " -48.33243339, -48.33243339, -48.65493539, -48.65493539,\n", " -48.65493539, -48.65493539, -48.65493539, -52.78563103,\n", " -52.78563103, -52.78563103, -52.78563103, -52.78563103,\n", " -50.76485606, -50.76485606, -50.76485606, -50.76485606,\n", " -50.76485606, -58.03554053, -58.03554053, -58.03554053,\n", " -58.03554053, -58.03554053, -63.73312163, -63.73312163,\n", " -63.73312163, -63.73312163, -63.73312163, -74.63117375,\n", " -74.63117375, -74.63117375, -74.63117375, -74.63117375,\n", " -85.15165911, -85.15165911, -85.15165911, -85.15165911,\n", " -85.15165911, -82.42196279, -82.42196279, -82.42196279,\n", " -82.42196279, -82.42196279, -82.5435437 , -82.5435437 ,\n", " -82.5435437 , -82.5435437 , -82.5435437 , -82.85375948,\n", " -82.85375948, -82.85375948, -82.85375948, -82.85375948,\n", " -77.87969231, -77.87969231, -77.87969231, -77.87969231,\n", " -77.87969231, -73.5448301 , -73.5448301 , -73.5448301 ,\n", " -73.5448301 , -73.5448301 , -73.9658258 , -73.9658258 ,\n", " -73.9658258 , -73.9658258 , -73.9658258 , -63.79194345,\n", " -63.79194345, -63.79194345, -63.79194345, -63.79194345,\n", " -57.58108672, -57.58108672, -57.58108672, -57.58108672,\n", " -57.58108672, -40.23220596, -40.23220596, -40.23220596,\n", " -40.23220596, -40.23220596, -41.56030716, -41.56030716,\n", " -41.56030716, -41.56030716, -41.56030716, -77.93239779,\n", " -77.93239779, -77.93239779, -77.93239779, -77.93239779,\n", " -127.48673713, -127.48673713, -127.48673713, -127.48673713,\n", " -127.48673713, -179.34701167, -179.34701167, -179.34701167,\n", " -179.34701167, -179.34701167, -267.51322046, -267.51322046,\n", " -267.51322046, -267.51322046, -267.51322046, -359.26298608,\n", " -359.26298608, -359.26298608, -359.26298608, -359.26298608,\n", " -418.5569144 , -418.5569144 , -418.5569144 , -418.5569144 ,\n", " -418.5569144 , -453.42889887, -453.42889887, -453.42889887,\n", " -453.42889887, -453.42889887, -464.27793693, -464.27793693,\n", " -464.27793693, -464.27793693, -464.27793693, -466.90705157,\n", " -466.90705157, -466.90705157, -466.90705157, -466.90705157,\n", " -453.13421738, -453.13421738, -453.13421738, -453.13421738,\n", " -453.13421738, -414.78888627, -414.78888627, -414.78888627,\n", " -414.78888627, -414.78888627, -367.4540131 , -367.4540131 ,\n", " -367.4540131 , -367.4540131 , -367.4540131 , -315.54657638,\n", " -315.54657638, -315.54657638, -315.54657638, -315.54657638,\n", " -248.04666653, -248.04666653, -248.04666653, -248.04666653,\n", " -248.04666653, -183.59516919, -183.59516919, -183.59516919,\n", " -183.59516919, -183.59516919, -175.06735838, -175.06735838,\n", " -175.06735838, -175.06735838, -175.06735838, -199.89003815,\n", " -199.89003815, -199.89003815, -199.89003815, -199.89003815,\n", " -260.83807633, -260.83807633, -260.83807633, -260.83807633,\n", " -260.83807633, -322.20340895, -322.20340895, -322.20340895,\n", " -322.20340895, -322.20340895, -350.42226808, -350.42226808,\n", " -350.42226808, -350.42226808, -350.42226808, -363.25798328,\n", " -363.25798328, -363.25798328, -363.25798328, -363.25798328,\n", " -363.70676502, -363.70676502, -363.70676502, -363.70676502,\n", " -363.70676502, -378.28090278, -378.28090278, -378.28090278,\n", " -378.28090278, -378.28090278, -362.05856559, -362.05856559,\n", " -362.05856559, -362.05856559, -362.05856559, -338.8806949 ,\n", " -338.8806949 , -338.8806949 , -338.8806949 , -338.8806949 ,\n", " -287.62828084, -287.62828084, -287.62828084, -287.62828084,\n", " -287.62828084, -227.48131613, -227.48131613, -227.48131613,\n", " -227.48131613, -227.48131613, -151.86148195, -151.86148195,\n", " -151.86148195, -151.86148195, -151.86148195, -89.60697089,\n", " -89.60697089, -89.60697089, -89.60697089, -89.60697089,\n", " -63.29330952, -63.29330952, -63.29330952, -63.29330952,\n", " -63.29330952, -49.55795657, -49.55795657, -49.55795657,\n", " -49.55795657, -49.55795657, -47.045813 , -47.045813 ,\n", " -47.045813 , -47.045813 , -47.045813 , -30.29376241,\n", " -30.29376241, -30.29376241, -30.29376241, -30.29376241,\n", " -36.00891023, -36.00891023, -36.00891023, -36.00891023,\n", " -36.00891023, -32.32139204, -32.32139204, -32.32139204,\n", " -32.32139204, -32.32139204, -35.02436513, -35.02436513,\n", " -35.02436513, -35.02436513, -35.02436513, -37.67405456,\n", " -37.67405456, -37.67405456, -37.67405456, -37.67405456,\n", " -39.80933939, -39.80933939, -39.80933939, -39.80933939,\n", " -39.80933939, -38.33560525, -38.33560525, -38.33560525,\n", " -38.33560525, -38.33560525, -44.42853951, -44.42853951,\n", " -44.42853951, -44.42853951, -44.42853951, -45.64543219,\n", " -45.64543219, -45.64543219, -45.64543219, -45.64543219,\n", " -45.21862114, -45.21862114, -45.21862114, -45.21862114,\n", " -45.21862114, -51.07988061, -51.07988061, -51.07988061,\n", " -51.07988061, -51.07988061, -42.04076733, -42.04076733,\n", " -42.04076733, -42.04076733, -42.04076733, -42.36440188,\n", " -42.36440188, -42.36440188, -42.36440188, -42.36440188,\n", " -38.80380634, -38.80380634, -38.80380634, -38.80380634,\n", " -38.80380634, -38.30312025, -38.30312025, -38.30312025,\n", " -38.30312025, -38.30312025, -42.33929893, -42.33929893,\n", " -42.33929893, -42.33929893, -42.33929893, -43.07194965,\n", " -43.07194965, -43.07194965, -43.07194965, -43.07194965,\n", " -38.68956918, -38.68956918, -38.68956918, -38.68956918,\n", " -38.68956918, -41.26557772, -41.26557772, -41.26557772,\n", " -41.26557772, -41.26557772, -39.44063089, -39.44063089,\n", " -39.44063089, -39.44063089, -39.44063089, -41.09613501,\n", " -41.09613501, -41.09613501, -41.09613501, -41.09613501,\n", " -47.16798911, -47.16798911, -47.16798911, -47.16798911,\n", " -47.16798911, -46.87630374, -46.87630374, -46.87630374,\n", " -46.87630374, -46.87630374, -54.2742902 , -54.2742902 ,\n", " -54.2742902 , -54.2742902 , -54.2742902 , -52.03250394,\n", " -52.03250394, -52.03250394, -52.03250394, -52.03250394,\n", " -47.83084237, -47.83084237, -47.83084237, -47.83084237,\n", " -47.83084237, -47.86537761, -47.86537761, -47.86537761,\n", " -47.86537761, -47.86537761, -46.08389818, -46.08389818,\n", " -46.08389818, -46.08389818, -46.08389818, -40.66600449,\n", " -40.66600449, -40.66600449, -40.66600449, -40.66600449,\n", " -42.74159983, -42.74159983, -42.74159983, -42.74159983,\n", " -42.74159983, -34.44249623, -34.44249623, -34.44249623,\n", " -34.44249623, -34.44249623, -31.23243547, -31.23243547,\n", " -31.23243547, -31.23243547, -31.23243547, -30.11961397,\n", " -30.11961397, -30.11961397, -30.11961397, -30.11961397,\n", " -22.88610359, -22.88610359, -22.88610359, -22.88610359,\n", " -22.88610359, -22.66522498, -22.66522498, -22.66522498,\n", " -22.66522498, -22.66522498, -22.8258467 , -22.8258467 ,\n", " -22.8258467 , -22.8258467 , -22.8258467 , -25.37145157,\n", " -25.37145157, -25.37145157, -25.37145157, -25.37145157,\n", " -29.45671685, -29.45671685, -29.45671685, -29.45671685,\n", " -29.45671685, -36.30382435, -36.30382435, -36.30382435,\n", " -36.30382435, -36.30382435, -64.88047059, -64.88047059,\n", " -64.88047059, -64.88047059, -64.88047059, -90.40117992,\n", " -90.40117992, -90.40117992, -90.40117992, -90.40117992,\n", " -117.85854224, -117.85854224, -117.85854224, -117.85854224,\n", " -117.85854224, -146.65567437, -146.65567437, -146.65567437,\n", " -146.65567437, -146.65567437, -175.4335766 , -175.4335766 ,\n", " -175.4335766 , -175.4335766 , -175.4335766 , -213.1768593 ,\n", " -213.1768593 , -213.1768593 , -213.1768593 , -213.1768593 ,\n", " -246.36052771, -246.36052771, -246.36052771, -246.36052771,\n", " -246.36052771, -254.07443916, -254.07443916, -254.07443916,\n", " -254.07443916, -254.07443916, -263.73274134, -263.73274134,\n", " -263.73274134, -263.73274134, -263.73274134, -258.03283753,\n", " -258.03283753, -258.03283753, -258.03283753, -258.03283753,\n", " -233.33633164, -233.33633164, -233.33633164, -233.33633164,\n", " -233.33633164, -209.26667778, -209.26667778, -209.26667778,\n", " -209.26667778, -209.26667778, -198.50333932, -198.50333932,\n", " -198.50333932, -198.50333932, -198.50333932, -192.19746949,\n", " -192.19746949, -192.19746949, -192.19746949, -192.19746949,\n", " -182.44656671, -182.44656671, -182.44656671, -182.44656671,\n", " -182.44656671, -164.21427251, -164.21427251, -164.21427251,\n", " -164.21427251, -164.21427251, -143.79641255, -143.79641255,\n", " -143.79641255, -143.79641255, -143.79641255, -140.67194607,\n", " -140.67194607, -140.67194607, -140.67194607, -140.67194607,\n", " -124.58322603, -124.58322603, -124.58322603, -124.58322603,\n", " -124.58322603, -124.89753589, -124.89753589, -124.89753589,\n", " -124.89753589, -124.89753589, -125.11225829, -125.11225829,\n", " -125.11225829, -125.11225829, -125.11225829, -125.81703407,\n", " -125.81703407, -125.81703407, -125.81703407, -125.81703407,\n", " -106.96613932, -106.96613932, -106.96613932, -106.96613932,\n", " -106.96613932, -83.17853528, -83.17853528, -83.17853528,\n", " -83.17853528, -83.17853528, -69.41292893, -69.41292893,\n", " -69.41292893, -69.41292893, -69.41292893, -54.03692269,\n", " -54.03692269, -54.03692269, -54.03692269, -54.03692269,\n", " -40.53106631, -40.53106631, -40.53106631, -40.53106631,\n", " -40.53106631, -33.3205849 , -33.3205849 , -33.3205849 ,\n", " -33.3205849 , -33.3205849 , -36.37400949, -36.37400949,\n", " -36.37400949, -36.37400949, -36.37400949, -35.64897529,\n", " -35.64897529, -35.64897529, -35.64897529, -35.64897529,\n", " -29.56753594, -29.56753594, -29.56753594, -29.56753594,\n", " -29.56753594, -29.09557814, -29.09557814, -29.09557814,\n", " -29.09557814, -29.09557814, -27.99146529, -27.99146529,\n", " -27.99146529, -27.99146529, -27.99146529, -26.58469763,\n", " -26.58469763, -26.58469763, -26.58469763, -26.58469763,\n", " -20.32485707, -20.32485707, -20.32485707, -20.32485707,\n", " -20.32485707, -15.06863064, -15.06863064, -15.06863064,\n", " -15.06863064, -15.06863064, -12.47770867, -12.47770867,\n", " -12.47770867, -12.47770867, -12.47770867, -10.55085402,\n", " -10.55085402, -10.55085402, -10.55085402, -10.55085402,\n", " -7.17536086, -7.17536086, -7.17536086, -7.17536086,\n", " -7.17536086, -4.83432784, -4.83432784, -4.83432784,\n", " -4.83432784, -4.83432784, -4.13833286, -4.13833286,\n", " -4.13833286, -4.13833286, -4.13833286, -1.81402187,\n", " -1.81402187, -1.81402187, -1.81402187, -1.81402187])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from tdaad.anomaly_detectors import TopologicalAnomalyDetector\n", "\n", "detector = TopologicalAnomalyDetector(window_size=50, n_centers_by_dim=2, tda_max_dim=1).fit(X)\n", "anomaly_score = detector.score_samples(X)\n", "anomaly_score" ] }, { "cell_type": "code", "execution_count": 8, "id": "a86ecf67", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAioAAAHGCAYAAABaXqDXAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjMsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvZiW1igAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsnXecHHX9/58zs32v7NX0TgKhhiR0kBZEQKWYGBUVFAm2L3awoCg/EROsqEhABKUoJEgRIUDoHcKl91y/XC97e9t3yu+PmZ3Zud1L7lJIIPN8PPLI7fTdnZ3P6/OugqZpGg4ODg4ODg4OByHigb4ABwcHBwcHB4ehcISKg4ODg4ODw0GLI1QcHBwcHBwcDlocoeLg4ODg4OBw0OIIFQcHBwcHB4eDFkeoODg4ODg4OBy0OELFwcHBwcHB4aDFESoODg4ODg4OBy2uA30Be4OqqrS2tlJcXIwgCAf6chwcHBwcHByGgaZpDAwMMHbsWERx1zaTD7RQaW1tZcKECQf6MhwcHBwcHBz2gObmZsaPH7/LbT7QQqW4uBjQ32hJSckBvhoHBwcHBweH4RCJRJgwYYI5ju+KD7RQybp7SkpKHKHi4ODg4ODwAWM4YRtOMK2Dg4ODg4PDQYsjVBwcHBwcHBwOWhyh4uDg4ODg4HDQ8oGOUXFwcHBwcDhQaJqGLMsoinKgL+WgQ5IkXC7XPikd4ggVBwcHBweHEZJOp2lrayMejx/oSzloCQQCjBkzBo/Hs1fHcYSKg4ODg4PDCFBVlfr6eiRJYuzYsXg8HqfoaA6appFOp+nq6qK+vp7p06fvtqjbrnCEioODg4ODwwhIp9OoqsqECRMIBAIH+nIOSvx+P263m8bGRtLpND6fb4+P5QTTOjg4ODg47AF7YyU4FNhXn4/zKTs4ODg4ODgctDhCxcHBwcHB4UNOTU0N119/PYIgMGfOHOrq6gDMZQsWLKCmpgaAuro6lixZwvLly1myZAnhcPgAXrkTo+Lg4ODg4PChZ/bs2cyePZtwOMyqVauYOnUqAAsXLmTatGksWrTI3HbBggW89957gC5arr76apYtW3ZArhsci4qDg4ODg8Mhw+LFi6mrq+POO+8E4KGHHrKJlKylJcvUqVNZuXLl+3qNg3EsKg4ODockmqoSfugh/HPm4Jsx40BfjsMHHE3TSGTe/8Jvfrc0otToUCjEXXfdxdVXX004HOaaa66xrV+5ciXl5eW2ZeXl5dTU1DB79ux9cs0jxREqDg4OhyR9//oXHf/vlwheL0esXXOgL8fhA04io3Dkz55538+76abzCXhGNpTPnz+fpUuX8txzz3HdddfZ1g0Vj9Lb27unl7jX7DfXT01NDXPmzBnWdrkBPNm/HRwcHPYnkf8+CYCWSh3gK3FweP+ZPXs2K1euHLZb50AG1O4Xi8ry5cuZOnXqsETH0qVLTV/ZvHnzDmjAjoODw6FDuqnpQF+Cw4cIv1ti003nH5DzjpTly5ezcOFCKioquOaaa6itrTXXhUKhPOtJb28voVBoby91j9kvQmX+/PnD3nbOnDn09fUBHNAPwsHB4dBB0zSUnIexpqoITvEuh71AEIQRu2AOBOFwmLq6OubPn8/s2bNZunQp119/PYsXLwZ0g8HSpUvz9ps7d+77fakmB8UvMxQKOSLFwcHhfUMZNGNUo9EDdCUODu8vt9xyiy0uZdmyZSxZssTM9smmLWepq6tj7ty5B3SMPuBCJRwOs3z5cpYvX87111+flxqVSyqVIhKJ2P45ODg4jJTUjlrb67Ybfkp81aoDdDUODvuflStXsmDBAu68806WL19uLl9l3PfnnXceS5YsAXTxcv3117N8+XKWLl16wEMyBE3TtP12cEFgd4cPh8OmUqupqWHBggU2f1kuP//5z/nFL36Rt7y/v5+SkpK9vl4HB4dDg75//Yv2X9yUt3zmls0H4GocPmgkk0nq6+uZMmXKXjXb+7Czq88pEolQWlo6rPH7gFtUci0oU6dOpa6ubkiryo9+9CP6+/vNf83Nze/XZTo4OHyISNXVH+hLcHBwGCYHNPKnpqaGc8891wymzTK42EwWr9eL1+t9Py7NwcHhQ0x6iMmQpmkjKp7l4OCw/9nvFpXBudc1NTW2oJ1spDHoPrT58+c7gbUODg77lVS9/gwqufBC2/Ku225DU9UDcUkODg5DsF+EysqVK7n++usBPcI4N3An93UoFGLu3LksWbKEO++8k3ffffeAB+04ODh8uFHjceTWNgDKv/gF27qev97BwIoVB+KyHBwchmC/uH7mzZvHvHnzbNaSLIOFSLajo4ODg8P7QbqhAQApFMI/axbeww8ntXWruT65fTtOaL6Dw8HDAQ+mdXBwcHg/ybS2AuCeMAGASQ/cj1RVaa4XxJFX+nRwcNh/OELFwcHhkELp7wdAKgvp/xcV4ZtxuLleSyUPxGU5ODgMgSNUHBwcDimUfr1QpFQaMpcJOdmEcnfPsI7T/de/0vz1b6BlMvv0+hwcHOw4QsXBweGQwrSolJaay0ousrJ/5J7hCZWuP95G9IUXiL788r69QAcHBxuOUHFwcDikUPrDAEg51TBLLryQss99FgC5p3u3x9DSaet4A06fIIeDn5qaGq6//noEQWDOnDlmmZDssgULFlBTU2Pbfs6cOQfqcm0c/K0eHRwcHPYhqtEjTApZFhVBECi97FP0PfgvlK58oaKpKvG33sJ31FFIpaXIfWFrXY5ocXA4WMlm2IbDYVatWmU2H1y4cCHTpk1j0aJF5rbLly9n6tSpNuFyIHGEioODwyGFEs53/QC4KisAkHt70VQVQbQMzv2PPkbbT36C77hjmfLQQyhhq5q20js8V5HDhxxNg0z8/T+vOwAjqKa8ePFipkyZwp133smiRYt46KGH8kqJzJ8/f19f5V7hCBUHB4dDimyMijhYqGRbdygKSn8/rrIyc134kUcASK5dp2+S0/ZD7u6h+69/JfrSy/hnzaL6uh8gSE6K8yFHJg6/Gvv+n/fHreAJDnvzUCjEXXfdxdVXX004HOaaa67Zjxe3b3BiVBwcHA4pzGDaErtQETweU7wo3Xb3T651BUDp7TX/lru66F56J4m1a+n9xz+Ivvrq/rhsB4d9xvz585k7dy7PPfec6QI6mHEsKg4ODocUSoEYlSyuqkrS/f1kOjvxTp8OGPEpq1aZ2yQ2bKT3/gfM1+n6OrSkVXtl4JlnKT7rrP109Q4HLe6Abt04EOfdA2bPns2SJUtYuXIl8+bN28cXtW9xhIqDg8Mhg6YoVjBtab5Q8YyfQHpHLZnmZnPZwHMrbds0DPLfp7bvsL3OtLftq8t1+ACgqRrRcAolo+Iv9uANuA/0Je2W5cuXs3DhQioqKrjmmmuora090Je0SxzXj4ODwyFD1poC9vTkLJ5JEwFINzaZy+LvrcrbbpfnGGbBOIcPB6mETGIgTTop09+VINwRR1W1/XY+JRpDie55Snw4HKauro7Zs2dz3XXXAZhNhA9WHKHi4OBwyJC1poiBAII7f+brnmgIlSZLqKTrGwDwzphh23bSgw8g+P15x5C7d1+HxeHDg6qottfppEwqvn+qFWuqSrqhnnRDA5os79ExbrnlFlOggN4oeMmSJWZdlcGEw+E9Os++xBEqDg4Ohwxmxk+B+BQAz6TJAKQbG1CTSTp+vZiYERxbfsUV5nbB008nMHs27tGj888RDjtl9Q8hVCXfeqKpBTbcB+SKEzU1svo9K1euZMGCBdx5550sX77cXL7KiL8677zzWLJkiblt1spyyy232LY/EDgxKg4ODocMspGtk9vnJ5es6yfT1Ezfg/+i9957Ab0XUNGZH7G2MywvqNaIVH7FF/UgW0Uh09GJZ/y4ff8GHA46CgmVrJVF0zQyKQVVVkklFBRZJTQqgCgOv+6JDUUx/9TSKQgOP5B23rx5BYNmFy1aZCv2lrvt4PoqBwrHouLg4HDIkGluARhSRLjHjAGXCy2dJvLMCnN58PTTkSoqzNdShV5zJXDqKeayqmuvxX/00QD0P/bYvr50h4OUQkJFkXWhkk7IhDviRHqSpOIZ5LRCJml32Wja8OJZ1GSSVG0tICBLftRkaq+v/YOCY1FxcHA4ZEg367En7gkTC64XXC4848aRbmw0i7uVXHgho274CUJO9c/A8ccDMOoHP0AqKaX04k8iBoOUXHQhibVrSW3fvp/ficPBQlaU+IJu0ob1JJPWl6Xi+XEkucImk5IJdyYoCnnxF3t2eZ5Me7t+TE8JaW8pSjqNZJxbcn24bQ6OUHFwcDhkyBjZPKbrpgCuUaNINzaar6u+/S2zau2k++8jtaOW4KmnAnpQbvV3vm1uKxnVbNUBK7vI4cOLIqumUCkq84Ig0N08gCqrJAbSJGP5sUpyxnIXDvSm0FSNgd7kboUKGV30pD16tloaDz079eyfqgnFCHvqTvoA4AgVBweHQwa5R08ddo2qHnIbV7V9nSsnYDYwdy6BuXOH3FcsLgZAiQzszWU6fECQ03rMiMsjIUq6VUNyiygZlYFeqwigyyPhC7j0eivyyCNtlYEoako/nqhmUCW7qFFkFZfnw9u24cNtL3JwcHDIQU0kABADQ/dGcVVVmX9LFRWInt3MdHPI1mZRHIvKIUE2vkSSLGuGJOUPq76gC8mtL1dlK9CWnPCUXcWqqFFL+Ire/Psx10rzYcSxqDg4OBwyqAm9u60YyK9/kiXXouIeNWpEx5cMi4ra7wiVQ4Fs0peQI1REKd8FI4iCuVxJpUn29BOJ2rfLxFKgqXiK8zN5NFm33EjFxWiCCNiFyYddqDgWFQcHh0MGLWGYz32+Ibdxj7U64Gb7/QwX0bSoDAw7m8Phg4tmBMbmphsX+trVgShym94HSBNdpCKJvG3CPWnCvTLyQIx0YyNqPJ5zHj0+RSwtNc9Z6Dr082uEO+L0d9nPoSoqSkZ93+9LLZNh4IUX9uq8jlBxcHA4ZMi6fgT/0PUnis78iClWQp9eMKLjm2X5FQUtZ6Bx+HCSHXx3VxdFiUQgx32TEoe+/5ItbSgDA6SNVHoAjEJvgiQVLM+vpNIkt2xBHhggk1LM6rjZei6qotLTGqOnNUpX04AtfmZ/oqkqclcXnbf+xiycuCc4QsXBweGQQFNVs8vxrlw/os/HpAfuZ9L99xGYM2dE5xB8PjBK8+f2FXL4cJJNNc51/QRLPQiiQDDkxRtwI4gCLjmOLSBlV8cU9KBYTbYyhrIVaWVNXycIAh6vNXwriRRRTxW9vbo1xVwu6+dMJWTWrlvN/7vlZ4yaXMrpZ55M7Q69EeH111+PIAgsWLCAmpoaAGpqaliyZAlLlixhwYIFe1xGP5tSDRBfvXqPjgFOjIqDg8MhQlakwK5dP6AXfnOPGTPicwiCwMsnF9Gh9XNdR8ceHcPhg4OqaojYLSouj0Tl+CIEQUDTNJSBKJl+3bLhkhPILksk+xLdpHxlaIKVsaOJ+rAsGEHcmqoSd5eheUQ8hnbx+F2UVvkZ2FpHwleJ4vIWvL5MSsHtlUgnZI49ehbHHj2L/kg/a9evZtLEyQAsXLiQadOm2arTrly50uwHtGTJEs4991zee++9EX02mqah5jZP3Iu2Eo5FxcHB4ZAg6/YBw/KxH1BUhb+cPsDyM0Q2N43swe7wwSPr+hlcwyRbHFAQBEhbFWT9iS4ziEVUMrjlOMFYG65MjhXEECqaLJOMRYnX1iO7/CiSl0RUt6y4PKJx/F1fXyycMsv4A4RGBfj5T/8fjU0N/OXPf6WvPcY/732AL3zuSnOfmpoabrnlFjRZJrVjBxefcQY1NTVDNi0ckkFNE22urBHiWFQcHBwOCaz4FD+CuH/maJ3xTvPv/i7rwaynomr77bwOBwZNASQ900fTNBJyfpCsnIggK7o1z1VRgRDvIKO5cKejJNS0niofa0GQvMQD1br4UFKkBZHEznpAQFTiQI7VRtMQMgrJTBzNo9mqJtuuT9NIJ2TTReXySFRVV/DbX9/G9354LT1dvXxuwRcZ6EkiiAK+gJvZs2dz1113oUQiqMkkPc3NAISMjLbhoqbtTROTmzePaP9cHKHi4OBwSKBla6jsJ2sKQEvUEie9Pa3m301f+jJydxdT/vOfEdVlcTh40TTNFkybkBOc9OBJ7/t1PHnGSvyS5U7yF7mQ3C4SA2kUWSXSo4skX9CNKAr4ijx84sJL+OeD9/Dyay/yza9+G4CB7iSecXrhuvnz55Nu0e/lR1as4JyTTybY3w85NYZ2hxqNAXpDT0SRTFMTmY6OEaf8g+P6cXBwOEQwi735hw6k3VuaB5rNv3sHOgBQolHib71FekctiTVr9tu5Hd5fcrNtD4ry9ZqGP95J0A+BEo/Z/0czsoT8JbpAzrqNjj3qOF557SVefu1FY3eNSLcVx6Wl04QjER597jnu/+1vUZMjyxRSjWBy0e/HM3ECAKktW/borTkWFQcHh0MCNW64fnaR8ZOlK95Fua8cSRxZWfLacK35d29CL9cff+cdc1m6voHgiSeO6JgOBye58SmCIOB3+Xn7c2/btlETSdL1emyHZ/p0RLcbuasLuatLXzZ5MoLfT8pwi8iVE4gnomiqPbXd5w5SMnYU3UZvn4pxRYiiQHLTJjyJXgRBwOXzoCpJNCNoVXKLYGgLt1fC5c7GtQj875knuPgTl1FWVs4Pfvxttm3dTrgjTjopmwG4mixzw+9/z5N33knISLvXVHVY7ks1ldJL/gsCgs+Ha9RoZCDT1jbSjxlwLCoODg6HCGoy6/rZtVBZ17WOc5adw/976/+N+Bxbe7eaf99/TJjw00/T8vVvmMtSW/dsRulw8JG1VGQzfgRBIOAOEHAH8OPGJwv4Mhp+yUewtJKiQCkBd4BgaSV+yUdRqJpgSQVBT5BgMITf5aekJIRf9OKXfPZ/niBBb5Bx4ysZO76SIm9QP4/kQ9IURFU2s4SysSFuryWyg6VeM44lHA7T0dPCKaedxA03/hjJJfLTG3+CN6Cn1ScG9P1/e+edfO/LX2bGSScRjkQIRyJoirLbz0WJRknX1+ufjc+HIIpmtefMztZd7TokjlBxcHA4JNB24/pZtm0Zn3j0E1z+1OUAPLL9EQDaom3Iqsxf1/yVq5+9mpSSKri/pmls7dtqW7b+zf/aXu/pg9rh4OKdxx4m3t8LqLaS+ZqmocRiJLduJVVbawVwG7V1AKRgEN/MmXgmTTTFg2fqVHxHHIHL56JQvRUNFTmTweWRcOc0H8zGW4ler3kOzRAqHp9klO4XcfusfW655RZ++KMfEgx58fhcLFu2jCVLltDWrbstUwmZZQ8/zKzDD2fKhAkMqCr/WblSt6oMyuQZjJpOk25oMOu+ZGsKmUKldc/uf8f14+DgcEiwO9fPTW/elLdsdedqvvj0Fzlt3Gm8vvN1AN5pe4czxp+Rt21nvJNwKmxbVtu8hsqc13v6oHY4uNj48gvM/uyX0LQkksvKhsk0N9sK/akxI6BUsrsQ814b7hRJ1BjcxwcglYySbo5RMX4irpxgbPfEiSg9PUgVFea5skJFlETKx+jNNwVBYOXKlSxdupSVK1dywgknMH/+fABWrVoFwEUfv4DLP30FH7/wYj69cKHt/KGSEr582WW6W2kIoS+Hw2Ra7CnIgkuXGJ6xej2hpBOj4uDg4DA0u3L9yGrhmeKj2x8FMEUKQFpNF9w2a005LHQYU7ZGeG5UJ81imJMAqawMpa9vj330DgcPmUFBpdmuyJqm5VUjzsaLJOQMQjptExmFEAQByS0gp0EQA2haysiB1o8fj/RTUmll3ogeD6JRVFDL6PewlpMWnA2oBZg3bx7nnnsucns7iCKapqc1L1q0iEWLFqFpGl3NUdA0UuEISnMjgsuF74gjSDc1o0T6Ufr7rTYRgz+Xlvw6KVmh4jv6aBBF0rW1ZNrbcY8evcvPYTCO68fBweGQYFeun654V8F9mgaa8paFk+GC22bjU2aUzWByUM9y2Fmhm/bHLv41AGo0ijIwUHB/hw8Gfe12q5iZXTNE5dWUSyKeStLd3IiqFu5ynEml6G5pIhmLomnZlsw+BDFk206Vh67uKnrc5nVoQ5xHS6WQe3qQu7rItLbaGgUKgoBkuLHkfv0eFYuK9PdYUa6fP7fSbO5xh2g4mI2bkUpK8B11FADxVSMvhOgIFQcHh0OCrOunUJ+f1pg++EwonsD6K9ZzxjjdtbO+a33etn2pvoLH39Krm7UPLz+cqdWH68c1hIp7wgSEgN6ITukrvL/DB4NwjlDR1DiZpD54ayk9dkn0es2YDABZsobZrsY61AIBqQM93cipFOH2tpz1IoLgQhAtC4ayq2BWl4tsUbihgl5zrS1KX5+ZQpwlG2+TLRAnGUXesrEwmqJY8Se5FDife/x426TAP2sWALHXX8/bdnc4QsXBweGQIFsHQhjk+lE1lcZIIwDjisYBMLFkImC5eb4/9/tcceQVwNAWlW192wA4ouwIDps6F4D60QLhIKyVWnnvSL0fixJxLCofZPra7BaVWLhbL/5mWFQEjwcZjZQrP7VdUzV6W3fmWSBMKwqY1hCXYSERRD/FFbrwUXcRzCoIAkL2nENspw2qFpvp7CRVX282D8xahxTNkAZGLI0gSWawrlKgQaGayneHukIhW8Xc4El6Wn7/o48SX7WKVG1t3j5D4cSoODg4HBKoCb02Re4srzHSyIL/LjBLnx8WOgzQLSu5lHpLyaj6QFTIohLPxE2xM6N8BiVlPqS1Gook8LePirzz4lfhPLhzE6gDTlflDzKDXT8APS1N+ERJrxsiSfQPRMDtQlI11EHl7eV0ilQ8hi9YZC4TBwXXujweykYH6W7WRa3bENeKIpuxJYUQXC40WS5s9SDfPaWlUmipFGospleQjSRAKkJRjZTrnJopgteLlskg9/biqqwcdFy7UJFKS/POXXTOORRf8DEGnl5Bz91/p69ATMtQOBYVBweHQwKtgOvn31v+bevPMr1sOpAvVMq8ZVQH9FntE7VP8Oj2R22z4u3h7WhoVPorqfRX4gkUceG7+vp3jrAes+Eix6LyQUZTVdq2b81bLqfTRJMJoj4P4ZR1PynFRXlCBSCTsPcEGhxT4vZ4EUWBQKkHX5Ebt9etixMNlF3EqeCyGhrmXbsso/T3A4XjtDI7dyKkdDGvikY6dY6AygbAaul0vmvJOJ9YVIR36lTc48fnHV8QRcqMbKLEmjWktuZ/jkPhCBUHB4dDAsv1Y/X6aRmwz+qmlk4FYGLxRNvykC/EORPOodit++x/9sbPeLP1TXP9hu4NABxedri57Ouj5yMpdhN/JCCgRPr39q04HCCaN22gd2fz7jc0SA+RTZYxXDBZsTs4bsUT0NOKi0I+Sir8euVZr+46zCQL1/EBK8tmsFBRUymSW7agyTKC2417woRCuyMa16tKbmKB0UQjitXPyOezjp+yrkEOh03XkejzIQYCQ1p8PBP135XS12fvQbAb9ptQqampYc6cObvdrq6ujiVLlrB8+XKWLFlCuID/y8HBwWFvsVw/AXPZ9vB22zZZS0o2ViXLxOKJFHmKuO7E68xly7YtM/9+fMfjAJwy9hRz2bgf38BDFT+yHScSADUyQM/dd9N9xx1783Yc3ic6//hHtp9zDpmdO4l0692xqybPGNa+qqwLEMntxhcMmssVOUMmlaSrsZ54pN8mVFxuD96cbbO4vbrAllND99zJCgm5owM1V0x0Wl293WPH2QrQ5SJq1nWokodkXCaTzFnmDZLyhFAMsaREo7a05Oz5h8K1Bw0JYT/FqCxfvpypU6dSU1Oz220XLFjAe+/p6Up1dXVcffXVLFu2bDd7OTg4OIyMwa6fjJqhPdZu26bcp6dhuiX7g7zMVwbAJYddgqZp/OyNn/FW21vIqsxbbW+xuXczbtHNJ6d90txHcLs5/OLLeSP9ST7x6CfoSfbQH4TUtq30P/4EAFJ5OaUXX4xozJYPRjRVI7GuC8/EElzl+6/z9MGI3NNDz191Qdn529+SOPt0ANy+fCGxK1xuN6HRY5HTabqbG1EyGXpadMtMpMsSEeVjx+PyehEL9NORDBFQKGsoS65QSDc14ZuuuzLVASutWCwKDmnxAA1BU9EE6/yZlILHrx83LhajekW0uEqJJ0a6ocF+/iEEkLlekhD8frNUwHDZLxaV+fPnM3v27N1uV1dXZ3s9depUVq5cuT8uycHB4RBHjRsWFSNNuD3ajqLZH/q5D/DTxp1W8DifnPZJQt4Q0UyUW9+9la+t/BoA8ybNMwVNLsWeYs6ffD4A/QHBFCkA7T+7ke4//Wkv3tX+J/5eB73/3kr7kndJtxxa8TWJ9VZ6euSpp+l5+SUA4mFADCDipTSRyguGHYwo6QO9tJuB3O3zFRQp+jH0c6jq7lKUdbRUCjWZ1DOS0Fi9aRM33nMPoigyZ84c6pt1oXTD735P4JhjuPy732X1pk0IqsLLr73Iy6+9yH+feoyf/PRH1NTUEAunUA3JkFFEMgMxm6ABu1t1KKY9s2K32wzmgMaorFy5kvLyctuy8vLyYVliHBwcDn4UVUNWChefej9JyyqKUWJcDAbpTnTzqf9+CtCtKCeNPolfnvZL2z6/Ov1XXDD5Am4/93bbckmUuHT6pQA8uOVBc/n86fOHPH+FvwLQg2kH0/O3u0f+ht5HYjUd5t+df16DpmpommZmQX3YiDz1FM1f/RpyXx9KX5iMYImQiFECfqAPwIWk6cKguLwCt6Lgz8h4fD5Kq0fZBEdWZAiCgMtT2HomStIuLB1WBo66i9/TYNeLEu7X41VUleOPPIrFt97KokWLAJg6dRoAn16wgKVLl/Lgn//C8UceiegWufrrV1AWKuMTF17CxAmTWbBgAfGIPbMnkvaR8Nmzf4ZjGXRXVzPx3nuo+v73drutedxhb7kfGCoepbe3t+DyVCpFJBKx/XNwcDg40TSN8//wCmfe+hKKOvzAuX1NW3+CI3+2gl+POxvQhco7be+Y2T6Ljl3E387/GxcfdrFtv3JfOUvOXFKwr09u0CyAR/RwwugThryGsUVjAegszR+IxAKpnLtCUZU8l9X+RI3ZAzMzrVF++OoPOeH+E/jXln+9b9fxfqCmUuz87veIvvQS2085lZvf6+OTFy+m88SzAEgZGTevF49jQNQtFQDSQJRAWsajqJSNHY+/uMRmPRFzBERoVOHy8Vmry1AMtqjImQzyoHTjwUJF7u5CNTJ9BJcLQRRZvHgxdXV13LvyOVzV1TzywvMsWrQIz+RJuMeOxVPk567b/8GxR88CQFMhFAoVrD6ruCwLinfG8OJ2AIInn0z5Zz877O0PyqyfoQTMLbfcQmlpqflvwhCRyw4ODgeeREZhR2eUneEEbf0j80nvS+5/qxFZ1VhZfTSgC5Wd0Z0AXDDlAi6fefmIj1nsKba9vuKoK3Y5Gx5fpKdrdoT0197DLaGjxeNDVhIdzOs7X2fWfbM4b/l5Zh+i/Y0m22fwykCap+qfQtEU7lj74QoIHnjmGdvrZbKekv6viafiPfxw0kZBtR2+IjQgZggDpa8PTdNQEwm0RAI1HseFgJZMoiWTCOk0ajyOGo8jpNPm8tx/udsU+kcyhZZMosRiKNEoXdu20LVtiy1mpVAwazYjJ1sMLhQKcdddd/GjG27g9/fey1e/prsuRY8HV3k5/mIPZ33kHLOH0RP/e5Srv3K1rljQcGViCKKC6I6b53CPHo24mz5Ge8MBLfgWCoXyrCe9vb2EQqGC2//oRz/iu9/9rvk6Eok4YsXBwWFEiMEgO5t1oTKlZMoeHWOwUBn8ejDji3Wh0lsqUPrdaxnz5avR0mm2n34GajxOavt2fEccUXDfdV3ruGvdXVw7+1q+uvKr5vKfvfEzNvZs5JuzvknIF8rbL/7ee7hGjcKTU9NCk1UE18jmp1rSblGJRK306oScoKG/gbs33M1FUy/i5DEnj+jYBwtaJoMyMEDkf08VXC94PHgmTiDTZK/9IeSkH2upFE2f/0LB/cPDvI7O3W8CQG7JwYq338RTGtKvx+XCM2ECmWQfaiSKMEQm8/z581m6dCnPPfcc1113nW2d5BKpGFdETU0N//jbfZx5+tlc8fkr6O9sQRA9iKqEq2QnCBrpaDWC14tUUTHMK98zDqhFZd68eQWXz507t+Byr9dLSUmJ7Z+Dg4PDSMi1qGRdMiMlW08lS5GnQPBJDhW+Cko8JWhA5yWnILhciIEA/uOPByD+7qoh9738qct5qeUlLnvisrx1D219iMdrHzdfa4pCuqmJxLp1NF7+eWrnnWeu63+mgZ0/f5P4usINGAuhaRrqIKHSE7H2T8gJvrryqzy24zGufeFa+pIfzD5Gnb/5DdtPP4Poyy8DEDz9dNt6we3BNWYMmUEWC8mz6+DY94PBMStCcYC0fwB5lJZt/QOANmi72bNns3LlyoIJLKIoMHfuHK79xvdoaKzn4Yf+rR9DTeP2qSAYtVVcKdwTJu7Smrgv2O8WlXA4bLOQ1NTUEAqFmDp1KlOnTrVtW1dXx9y5c4e0qDg4ODjsFS4XgsdjxnjsqVAZLEwGC5fBCILASWNO4rnG53iz9U1mVc8CwH/88cRef53kpk17dB0AO1u30Lnid1R85SrafnYjA888QzgAv75S4vAWjcVGyfWBl1tA1eh9cAuBY6uGdWw1LoMxvvlmlpPc3EtkwF6wLiv6EnKCzb2bOXXsqXv8XvY1mizDboJUAXr/8U/b6+rvf4/mOqsXjeDx4C4fizwoIyf3uK5Rozi8ZmSdgXt2tiCndbNHaPQYvDk1fgrR19FGOh63LVMHiSdVtcwomg+ErNc1J8Zk+fLlLFy4kIqKCq655hpqh+i7U1YW4hMXXcKnP38JW2pWUVpSglAmQU64irab2Jp9wX6xqKxcuZLrr78e0ONKli9fbq4b/HrZsmVcf/31LF++nKVLlzo1VBwOGdR4hvjaLrTMgc+K2R+MoPDk+4ZoFNLqiOuZLKMCe1aAarCrZ3cWFYDTxurpzm+0vmEu8x6mZ16k6goPFADlmVIu7TmHianRFCnWQDZvom6R/lfrk6x/5C5arv2WGWPx94+K1I0RePoEETka1QMh9yCgufueDebfUpEeg7CryqgdsY4h173fKJEIO877KM1XfWWX20Vfy+/m66qooOIr1n5SWQhpVDXq4BFTEHCPG4dUWopn7FjEQGBE/6RgAMHnQ/D58JSGdru9N1Rmbp/9pw2qfquqVnaO6rW+c/c4XZSHw2Hq6uqYPXs2P/jBDwDM8Rr08busTE+zF0SBSRMnA9DYpKczy6pVk0UQFLSc+0pVVDKp4cVbjYT9IoXmzZvHvHnzWLx4cd66wUJk6tSp5nbz5w+d3ufg8GFBUzX6n6on+po+Ey0+ewKl508+sBe1HzgIdQpiMMBAZsDM+Mn27xkpAVcAURBRja63Re7dC5WspWF993rimTgBdwCPYVVOb99BYv0GfDOPyAuIXNhzPp/sOws6oVfq5/IZerXbcyedy8om3Wx//9kiP3jkbdPS315mzfTrVizjsPPtAcPDjVXJtOQMSl49GFNJZkDQ68k8UfuEbfv6/vrdHvP9YuC555Db2pDb2lDjcbN+Ti6aqrLz2mvzlktlZZScdx6se0d/HQwiTCqQnSUIuMrKoCy/fs5wyM2kkXZT1RXymxcCKLJdGORaVMTyEvzjJ6GpqpnefMstt7B48WLikX6ivT386/77OenUU7nmmmuYOnUq5eXlZliGKAqs37CW0pJSjj36KP2ggpVpJIgK2TZFqqLSszOGpmmUjQ7i9u66tkyhLKIh3/ewt3RwcNgnpOr7TZECEH2r7QBezf5jJA+i9wsxEDBn/SFvCJ9rzyqtCoJgEyclnt3Hy40pGkOxuxhFs9KLPZMnI/h8qPE4DQsW0Pegle6raRq/ePMXHB+zgmzLlVK+lv4cHw+eTJXbGhw3TQvwx0s8aEBGgo6ccXPN3b9B7raXXVdju6+BMjimQfAYdTzS+gy+yl/FPeffw7iicWZF33s23kN3onu3x97f9P3737T95AbzdW4F1dg775Cq0wVVcuNGsxBgLoLLhavK7h5TyrMfak5cyh7EZqiqbIqJ4opKBEGguFI/l6Kk0LShLayimD/4D25oqGrWd5s9jyCKrFy5kgULFnDnnXeyfPlyIl2dqIrCa6/ocTnnnXceS5YsYfbs2SxcuJA777yTf95/D48/+R+effxJ/TiSRu4URHQnyGT07zudtPoCyZldW1VisR28+da5u9zG9r6HvaWDg8MeIfclUfqtWU66wV7/RxD3byDageLgkyl6n5+s22dPrSlZfJIlcrJZPbujMqAXyOpK6AGposdD8HSrAm7Hr35l/r26czXLty1HFuwP/U/Wns4Xb3idotd1t0xILubvtb/g2+JiXjpjPJdf5yLhte6pF44TSDXaA2iVYQgVZcC+jeg1GtKl9YGxxFvC3NFzWfGpFdxwsiUKVrUPHRj8fhEZlGacMmIwUtu30/TFK6i78EI0VSW5eTMAwdNOY8rjelCy/7jjCh7T7HgsWEXNsim/IyEW20Y0ug1VTePx+ameMo1ASSmZTJhYbBvpdH6ws6qmSSRaEMR8AZAVKul0H5lMGE21C5WseJg3bx7Lli2jr6/P5r344uc+i6Zp1NbWmhlA8+fPZ9GiRVx11Vf42+3/ZOJEPbtWdOnnEkRLrKl0oSiybWKi5jTjVJQE9fW3o+a4qBoa7yCd7hn2Z+YIFQeH/YSmanTevob2xe/S/rv3TF9upmvQDO7DKlQOwtAbweuhM64nge5pfEoWKWd265GGV0Oiyq/PnLNCBaD8c58z/3ZPtLo2Z7N5qmV79W4A99SzKd+ucGF4BqdHjqdUKaZYDdJ7xHGcMnAcSxq+wxFxPfX6jSNFNm2xV/tW+oZubGdukyOuq752HILXGC7S+n2ca0U6Z8I55ue5qWfPA4P3Fcl1eul7z6RJAGbbgsTGjeY2W448ivaf3Qjoxcp8h89g2jMrmPj3wpWCkzHdDSbkCBWEEaZ6ayqa0bZBUeIoSgJZ1tsSJBJ6DEgqlZ+kHIvVksn0IauWtSq3AJyqyiSTLSQSzSiKvWaRphUQN4aocPllPKURZDlW8HpF0z2oGOc0CtyJdjdaX0cPstyDp6QVBAVV1sz3m8n00t7xKJ2deup3MtlKe/vIagA5QsXBYT+hDKRJN+kPIS2loMb1mY4atc9UtZR8ULpJ9hbtILSpiF6f6foZFdw7ofL5mZ8H4KQxJw17n0q/blHpjlsDTvDUUykzxEqmqYno66+jpdO80/YOXtVNUPHnHcd37GdQYsfwf23f5hsdnzGXV2XK+Uz3xzgmMZ3fN/7AXN7Qa3cv9j26g2RteJf3nRLWxYxncgneSSUIhkVFSuvCOjegWBIlFh2rl2av66/jQNL1pz+jGu0SRv+/mwCIr1qFpmnI7YUr+vqOPBLQhY1YoHMxQCxspF6L1vcx2O2yOzQtp+6KphCP15NINJLJ9A7azjpuJhMx91NUS4QUlekCVlVV23EH2zLt63SiPfr95ynS1yWTO/O2AfAF3Xj8LgTjmELWoiJ48Homm9sJYgZN7EaUMri8UTNlOlc0bdz0HZKpdjZtttdtGQ6OUHFw2AuUSAo1lf8ggHxBkn2d/V/wW6Z0pd/eR+PDwN5orx3vvsWd3/oqG9bt29m54PXudcZPli8c+QX+fM6f+e2Zvx32PlmLSvYaslR+/Wvm381XfYUd/7qblmgLVYY1RXAP71FdnSlnRnKS+dqr6ib6MWn9vP5jdaGkRjN037We5Lah655k41pcFfrALAb0+9Wb1o85OC4n5A0BMJA+sI0LY2+9Zf7tO1IPANWSSZRwmO6/5lfSLZp3LiUfO3+3xw2362JPFK2gWjkzst+tmuOWSSZbTWtHJmNP+VaUBMlkK4nkThKJxpw1GqJLRBBFs2eQlidUjHMpuqAcvC6TShHrD9uWaah6zZxB/ZtEUaC00mcKJ9OIqEm4PUXISf2zcAf6co4loMgq0b4e5Izdcvf666fR1/dm3rXuDkeoODjsIfF1XbT96h3abn6b5Pb8B/7ggEVlQH+oZeMDqr5yDK5qfRCQO/MD+j7o7I095fHf/JKB9hb+teRXPL1+3wUbiz4v7XF9Vr23QkUQBM6ccCal3uH36jm8XC+dv7pztW25q7KSwIknmq/ffehP+FQvxwl6IK1Y7CLx3l93e/yj49Nsr0enK0GDsYZQKTl3om19qtY+QOYidyeMa9Pv0ZrYGgCKUnpsTonXLlSyKdoDmQMrVJRu3Vow9tYliMEAgtEoL/b6G2gp3Z2V28Jg9A03IOymqzFAZ0OL/oeQ875HqMY1rXBskKLYf//JZAvpdA+ZtGVpEQRdKJaNqaJq0hTT9aNkMnkCQ1MEUPOFiqLI9O5sLnRhpFJtRKNbkOUomWSSSHcXqqqaJfoFQTCCaUFTRURRQFPyM5UENGS5l1hfL4mBoe+vkeAIFQeHPcR066RV4msLBMANFirRjD5rMZaLRW7cVbqvNy9u5UOAmvMQ31Pril9J8rUHanivsXCj0pEieH20RlsBGB0s3Bxuf3LK2FMAPY5jsOVhwt/uMv9urnbxt9ob+eaOhfoCNY7cvJrUpsfyjhl/44+0flS/p/yaPYvpNNdsxkWL8Ws+VFTTOpIl3TR0Y1e5JytU9GP+cLUeMFuqFCFqYp5FJVv0Lpq2UpqT8u5jYfYlmqqSadW/X//xsxEEAbFEv67W738fAN8xx1CcUxXdVT28oOr6NTsAEEQrRmWkt3VujRMAtztU8EiDtxMEEZdLF4KJZCOqmjTTjQFSCfu9pCqCGSOmKtZzSEmnTXdfaXWuUNfM4NZ0upuenc3E+8NEe3tMoaJ3dzaEihH2oqn5QkX0xPCF+vFXJnEHdJHkce/db80RKg4Oe0huaXElkm8CHpxZoUbSRqVPIyAt6EYs0YMwh5Mu+kFjX4TdaEZlkJe2Dr/s+65QvW6aB/QZ5aSSSbvZet9T6a+k3FeOhmZWdM0iejxMuPtvAGQqx1Ehh8x1atRIAd3+DNGVPyW94wk0VSG5/iGkogQnnH02BPMzUL5W9QVur/8xAN2+fgSXSGCWlXar9NmLt2mySvjJOhIbupHD+jpXmS5U+qUoCgoiImVycb5QMWJWsgLshtdu4IQHTuCjyz/Km60jN/fvCZ2LF6NlMuBy4R6tD8RKlz1d2j16NKGFn0YqLaXozDNtA/6uUBXdOqBplvgaSYxKMtlOKmW5/Pz+CXg8wxNJgiAhSVYAayLZZFpUBElDHRRAqwsV/beTK3oU2RAO/gC+Iiu9PjfgVpYHcPn11/H+MPFIGEHQ8JRak6lsVk9xeX5FZlHKf5YJcqX599gxn97d280/5oj3cHBwAOzN2nIzJLIMFh9yT4LUjjAAUrkPwSUi+vQZiZooHOfyQSY3mHYkoiWZU4NBlETK0z2072zdJ9fUFZCRVRmP6DkgFhWAsUG9QuhgoQLgHqUPruKgQN90g9EMT1PQoh14J2lEn7yWTO3zVFz1ZQRBwDcplHe8+NoIHrfumtoQ0C0CocumU/klPXZDiWVsAbXJLb1EX9tJz/2bUQ3xLZV6SStpNEGjz6VbYCrk0JDVeaOZKLfV3GZmLbXF2nh468PD/HT2nExrq1kK31VZWbCTMOgWFHd1NYe98Dzj//ynYR1bVRTQ9ABdNZMTLLybG1vTFFQ1haoqtrRjn28cbncIQbCLy0BgcsHjCILLJlQ0VUZRYgSqkvjLUwgu+0RJSUqohlBJJ6N0NzXQ1VhPMqpbuySXq2BcSxZPUQZB0PCWpMHbhackgyCq5lvO1tjx+HKsS9rQ2Yty3ApQ9vtH3kjYESoODnuImrQGVKU338SdtbK4R+s/0nRr1HQRZXutiNmA2g+hULH1AxmBkby+yzJj+zIxLt/5MKNX/JbG9Wv2+pJaA7qgnFgyEXGEqaX7ijFFYwBoi+bH3rhG6+u+mLrKtlzutGfSBE48EYy4BN9RuuhwlecXr1Nj1n31n9LnSMpJRI9EZqwxQMqqrYVDum1QmqooIAbdfO+l7wHQ49KtCmVySd7nlytc7lp/l21dX2r/NyuUuywhUPHlL5t/j/75z23bZV09YjA4rNgUgHQyp4aKZrnLdndXJxJNRKPbiMd32JZn401yhYrHU4HLVbhnlCC4EEXr+xVFN4lkS952qYibVL8HVRbRFP370TQZOZNBkWVScf37ldyuvLiWwbiLZSSviiCA5BlUVE6Rjeuy7gExt7ZKxn5v9HdY339xybG7PG8hHKHi4LCH5FpBtIxK7D3LrJtqihA3XvuO1DM3Mi1Rkpt0P3DW/J4VKh9Gi0pua5mRtJlp6Sgcj7L8lzeYM8I9pcWjP6gnFk/czZb7j6xFpTWWbyWSioKMvve+vOVqxL6td8Z082/P5Mn6viFrdpvN0Mly8+i/UutroSvRRVpJc+GTHydtlEJXI2n6V9ST3N5Hpt0uVKQSD4Io8FLLSwD0GkIl1y1lXpPkzVt2wugTAOhP7Tqosj/Vz201txUUb8NF7rMGw7LLrdo0ZZ9ZyIS/6S41BGHIgm67IpMyJiJCEZqaMynZjUVFlvX71R5zIiBJfuNyBNzuciQpgNerW9FchgUsVwQIgt5YMRicbpxWLnhuJSWhpPX9JJf+fQhSvntKcrnNa1JlAZEgmmy/Z1zewtVlMzE3yViMzoZaBnost5rXW4XPNx454SUZttcVinT0kan9NEfO/A3lZadx9FF/ZNy4zxY8fiEcoeLgsIfkun4A+pZtQ4noM/bue6zCUt6ppSBZZlHvjDJco3QzrilUkrsuOf1BxO76Gb5Sae8YumLl5tdeBEBRNZp7Rx6A3OrWB45Jpe9/fEqWbP2WrnjhuJvUuPxsJHVAH8BH/fQGJt33T/zHHkvRvHMpv+rLiD59pu3KESpZK16WbPprd6Kbms4awukw/ZL+WUReambgpRa6796APEioiD7J9t1lhUq5vPuWAQCzqmYBsCO8g/Vd6/PW/2vLv1j45EJO//fp3LX+Ln746g+HddxCZBr1NN7g6acjDOqJU3T6aUz+97+Y+sTjBE8eft2bLEo6a0GwD+a7uq8LFVoLBKYQDB5msz74/eMIBqeZ1hW/bxxebzWBgJXBJYoe43+3cex88ZGK6OsCJaWUjxuPKOj7CCKILo2N29dx82+WMOawGZz2kTOprd0OwM9u/D3FpdP4/Oe/w+rVm1HSopnaDPCzn/2ecFi3Innco5ETRqE5RSUW7iMYPAyvbwxudxkeTxmZeIEAW0mj/t1mxoy5FEEQGDXq40w/bPjftSNUHBz2AKU/hdyjz6xK5lmz896H9FiCXFeOFPJR+tHJAARPHE3F52ea7eEF06Ly4Q6mHUlcbVfX0EJl/YvPAfDj/6znjCUvsmLDyGbgLZI+0E4qPnBCpcpXRWUmRGcsvwIpQNwwz/e5IviPUSg61QOKPvstW7iQwAknIEgSE/78Z0b9wCrqlmtRcY8d1CQxoQ80nfFOsxdPxBAqqZzUetlwYbqq9Bl/ybxJtnRjd4m+/LTUnILX/tOTf2p7PXf0XPPvzz31ObPHEUBKSfGrt39lq2Rb01nDW21v8UrLKwWPPxRyVxcdt/waACkUKriNf9YsvNOnF1y32+NnjNpHBYbMocRKoRgQSQogSfkuulwEQcLrHYWYk13kcoXMddlquNnjC5lq4l0+lJQuIAKlITw+P6LkMq0rnuIMJ5w6g5sXX8vnP7MQBJg4sQKASz5+Ibfe/Evu+tOfOHz88brryNhvzZpN/PGP95jX4fNXUVJlDwCO9vTj9VSan4Wm6gIt2WdZVdIxd8GGisPFESoODiNETSm0/8EqSe4eb/mVC9WlcJV6KPrIOMb85CTKLpuO6LF+sB/uYNqcv0egVLq7DddP9SS+ec9DvH3qt3i5XO+H09VYTyaV5KFVeubO757bNvT5NS3PVdRCGHj/M34iLzYTfqoOTdOYvD7EfTt+xaz6Kahp+6xb0zQSCV2oZCSZisvPIvTJkxj1s58y9re/GTJAFMA9pgj/rCqKTh1L0eljbetK+nShsrF7I70J/fPtdocB7MUGNT1tvurqY6ladCz+oyvpSejCschdxIK5ehXcyQOjyRSo/bNgxgLz7zPHn2laVLJs67O+r4b+hrz9Q94QVz97Nd94/hu7dRfl0vkbq+ie3NGxiy33DDljiAIpP2B0cOZPOt1DPN5YMAZEGEFcVNbVEwxOQ8pxq4k5cS2C4MLlsaecS0bcjS9YZMaKZHv0APz8p9+lrq6Wv/1NDzx+9LEVfH6hPRMnmzHU0NDC5Ml6Hyufb4x53FwSAwN0NzfS1VSPnM7p3CxVIshlSFIJ8XY/8f7+Pa7Avfu+0g4ODiZqWqH1pjfBSM9zVfjwTrGbwbPuH4CyT01HcOsPFqk4vx+MlE1PHsiQbovhGVO4fPcHEVXdM9dPS1sXFUBpWRneQJDxo6v4T9uxnBlfA8kYzfUN5rZyzjm2v/0GZWPGUjlxMqqq8Pitv6Ru9Spil/7E3KZdCwPvr1BRBtJEnmkAIPrKTrKP+QXN59J64xuUfWoGgdnVdP11LZqmkZqlB25mJEvE5PYDGgpBEqj4jF4gThsUFDSzMcNzsyQer32c3qQuVGp9zZwUPSbvOK5KP1KJx7w3s0Klwl9BYGYl/egN/tJNA7ir7T1fBEHg67O+zobuDdxyxi34XfZB9JmGZ1i6dimLjl1ENJMfbxROhc2/I6nIsIrpRV95hX6joSCAZ/K+/25VOev6yV+nu2F0F5mcVhkY0LO5MikFWbF/D5nUSF28buP81n6ZtGD+toKB8YiiNYxXjJ9gWms9/gA+uRxFs1vuqsb7ue22G7n22l/Q3x/h8ws/w2BEycNjjz3FJZd8lF/84i8Eg1PwGFaTQpYROa2L3VQs6zoUURU33kAIl2sAEFAVmY66HYyeNnKrliNUHBxGQOyddlOkAIz67lwESaBswQz6lumzxbZfvQOAZ1IJwRPsKbCp7dvpuedeqr51Le5Ro5CKPfiOqiC5sYfE+q4PlVDJZbgypTuaIh7RZ9KjR+mm6VBAHzDdko8MMR698fucEDqBd8vmmg/sjvpanvid3nn4u//+L80b11NX8y4AA91dZI3HKhoBV8DsufN+kKrbhWVAg77l2/DNCJFu1l0sHp8MuJBdw6/RMZjcjtyapnB8rUaZWGyKFIAdvgIVSrHEc5bGiB77UeWvQir2EDxlDLE32wpaVAC+dtzXbK8vPexSHt2hN6F7olZvDnj9q9fz2SP0YMr5M+bz7dnf5vR/n27bb7gVbvuf+C8AwY+cgWfyZCq/9rXd7DFylKxFRci/k7OiUE6r3Pmtl3PWdOdtCy8XWLY3dHP1789AcrsRBMEsq5/FHywnGu1i8C/wkks+yj33LOfll1fx1S/+n1nULVAaIlgaoru3hdLS7ARMsKVG7wo5kybp9ZP2+ClNQLQvhSJb9/EDP/4OX/nT3YOKze0ex/Xj4DBMNFml/8mcNFHRMgUHjqsCl326lVtYK7JiBdFXX6X569+g/z//ofX7VmyBd6o+axx4odmsT/BhwBajMkyl0htL41OM2J+yMgBK/fqscup2y21wYngVAIpx4Ei3NWt857Fl7NxiBTOnEvYBdVLJJHPWuT/JtMfo+NNq+h4Z2j2VpSPHlVhcaxTqcu+jpo5qmmAKLvPZg0g73YVjgVoVxWYBy2b8ZJsvZq0ombbhZWDddNpN/OyUn9mWxTIxnm96HoDDQodR6i3luCp7Ns5wegZpikL0Jf36yhYuZPSPf4zLuG/2JYqRjouQ//ssFNj6fiKIIpXjJ1IxbkLefS2KbgKByfj9k/D77Zlus2cfzwsvvMY7a60gZ1GSkNxuHn10Beecc+qQ6dLl4yYQDIXy4lXkdIb+knISPj9xo9u2Itvv477W/LTq3eFYVBz2G11//gsDLzzP2Jtvxjdz5oG+nL1m4FX7D6zyyqPNvwWXyOjvzyWxtov+pxtAEvAfo8/ao6+9zs5vf8e2b/zdd9E0DUEQ8IyxfL6xt9spOlWPL+i9/wHc48dRfNZZ++cN7WdsWT9oaJrG448/jqIoXHrppYgFKoJGEhn8RpXNQLE+owsFDKHSFSbllmioCiGiIWoKGeMhGI5YYuT1h+5n/MyjzNddDXVQZNVueL/cPj0Pbhl2Dyc1nhN8rRlZFftKqBhpyKckJ3C3JoCgocrF9Mn5XZkBHtzYxoU7RnHGdF1ob+rWg11PHnMyAN4purBO1fWjJmQzc21XFEoHr++vB2BaSM9uWXTsIr7x/DfM9cOJUeleuhTViEPyTJmy2+33lGzdEAoEyGZjVFwekS/9ZlZefROvdzReT8U+u5Z4vAlZGUASvQSDh+HyiLsU3tnS+5qmIYpeVDXFY489y+c+92VGjZrMtd/5Dm8894zxHjysXLmSz3zmsxQVlQCFj+vx+fAY2WYen9+oYNtPWs2pcCuBB91ddtaVi3jKsHgmYiMvMeAIFYf9Qqajg+4//xmAyNMrPvBCRe5JEHlGN4G7JxRT/fXj8h4OrpCP4jMn4JmsP8ilIg+aotDxq18VPKba348UCuGZYAmV8BO1iEEQ3GE6fvlLAKatfA7P+PH7423tV2x1VFSIDQywZs0aAHp6evj85z9PIGA3KUeSGfxGnQp/if45hgJuApkkAjCztYeGylK9HoaSoDfmRlU1nr//cbIJn5qm0rzJmiUqsj2ocWLJ3tVQeXV7F9s6onz5tMm7HCD2ttGk5t47q49vZjnJzb24SnUXxKT6GBVl36axw8v0ivE0hTcX3C+NRk1jmDOmVxHPxOlM6NaqKaW6EHCPDuKqDiB3xkls6iE4Z/dm/F2Jw8NChwFwlH86s7ZUsH1SmLKIh3U/+TMTvu5l5mlnFtxP0zS6b7Mqy+7P30g2RmVwqXqwXD8ZOYys7sTtsX9vXp8Xt3vPM14GU+weTybTi9tdjigO/7h6cO40WlvX0dzcyxe/OJc5c+Zyxx138Mslt3LDdT/A49d/jw8/bFUSrqur45ZbbmHhwoXMnj0777gujwfRCPLOSJakkA33YyomM+XoY5lx0mlse/t1ktGRN610XD8O+wW52/LPZlp2beqLr++m869rzdTIXR43nCS+risvWHB/oqYV2m9dZb6u+srRuxygvJNK8E7SrQHJTZtJ19UV3G7HeR9FTacR3BKitMZc3vuvWnr+Ybkuoi/ta7/2+0Ou+0BDo+WOO8zXra2tPPXUU3n7RBKyaVHxl+ifYYnfzfioPlgKQDZ0I6jESSsqz2xo46jad4d9XXtrUfnC3e/w/57cxBu1Q6dR7+r+rLpmeJU5Je/ezSPLP3MEVV87Dt9MwwJSW0u0fyKaHOKS48eRTNlLmd9CgreReZoMRUY2WrYvUqm31BbYGjhWtxYOvNSMpuz+t1gdqMYtuqnq8zC+029bno0XeuXuu5hVV8Q5q0YzZ2sIQVZ56rZbSRaYgUdWrKD5K1ebr8f+5jcInvxg9X2FalhNlEy++FQ1FU1TSSULt3nI1kDZV4ii20hfHl5V3VwEQeK22/7NT35ys7ls2bJl/OXOu+iNxRFFkXnz5rFo0SLzH8A111xTUKSY1yRJJHwBwiWW5UjJ0VDbV3XgK9LdSMkBR6g4HCQo4bD5d6q2lp3f/R6df/hDwW17H9hMujFC/1OFB/RcOv+0mt4HtxBfXbgGRSEyO3cSf3f4A9lgstVks4gjGEDib78FgGBYDqRKK4hTHRig49eLSTc0kG5Ybd9RsIJwld590zn4/WZwenLHf5+0rd+wYUPePpFkruvHsKj43UwYsL5vr5EBsbD1EcYnWrj7j/eSMTIRpnSGOW3qTEZPm87sCy82rsMuKo+qOIo9JbcP0db2oR+4g4sBApR+fCpVXz8OKafU/S3j7ua6ib8veIwpldMKLh8uolfCO6kE33T9OKnaHYTjenbGRceMQcoJuA2LCZ4NvcoPvNuJA/3GdlmhMth14z9OdwvJXQn6lu8+BkcURH4160YuenMM81ZVU2QUBTuy4khzm7r39CD0igEXJTFrEH7zv/Y+QZmOTnZ++zvEXn8dgPIvf5nSj1+022vYG3LjUHzF9iw/TVVRlIS5jSTlBsQLtnooB5KVK1eyYMEC7rzzTpYvX24uf++99wD4xKWXsWTJEnN5OBw2Xy9evNjcrhCiKBIptscGKaJgPgNi4bTZBLG9dhsNa2sYCY5QcdgvKH1h8+/U1q1EnnqKnjuWkt6FdUXpT+82mDTbuyS5eejZ7GBavvVtGr/wRfqfeGLY++SSbrIGpNyiWsMhVa/74SsXXc3MLZvxH2NPBw0/+CANCz9DescmYi/+ctDeAq6xs8n0fDCLwQ0OoE17dz+z7I+n81w/1SU+06IC4M1Yn8el7f/llOgbNBtdXN2KQumjT3LpZZdzxmevAEAutiwBlZ5yppZO3bM3BLT1W1a/nliKt+t6eHR1/j2txPOFindyCd6JJWbtHIBWdyfrg9tZNPUmXiyxi+nyaWMHH2KP8EzR36/S3YMvqaePjirx8dfLrRnylsB2fGMeIzj1TyAmWRNeSVOkiRYj1bbMY3fvuKssl102W2kwysAAmc5Owo8+RtdttxFcHzbXVffpv6NsAK2q2tN2pZwGd43b19Nz993IhmBP19r75pRe/MndfAJ7T26tlNAoeyafpmnIsv4ZuN0hs94IgCT5RlQ7ZX8yb948li1bRl9fH/PnzzeXL1q0CE3TqK2t5brrrjOXh0IhrrvuOjRN4/Zbb+OY0YejDpFePTjbKItqiOH+rrhpUamreZdHfvUzOupqh33tB8cn6PChQtM0m0Ull+iLL9leD7xmdZBNNw/Qdef6IU3JNlfCMMzNAFomQ9KYuXcvvXNY+wwm02WYeyWByi8fveuNB6H06lU/pXK930/0xRfzt+nvR+nvR+1vIvrsj8zlUtUR+E/8KmrqBOTeJEoknVcg7GAm9/tSNY03TznFtl4URdOknmUgGsNllB4PGEJlXMjPsaoVWOnL5IsA2aVbVNyG0O2+YykZRUEOFKPlFMQaHxy3Vxk/rWErRmFHZ5SFd77Fdx5ay4ad9sDPbOdsqcx6gGdFruAR8U4txT2+iDqffv83e9tZMu4eSi/S40CKzxxP4Jh9k0ItFQVxjdEHz4kDHfjdEj63xEePGs0/i3rY6e7k9tEPmdv7x/6b1Yk7uHLFlTyx5U0A3t2hty3IpfJqXXTL3QlSDfmBr01fvora8z5K249+RPsdd7D+OcvVN6O5CE9GMIXK+pXPDHn9G1vX87/Hfkvrj/TfRqrWbnn1Tts7y9NwyL2Xg6Fy+zpVRVF095TLVWxrNHiwWFNGQk9aJirbnzNKJA2ahtxld32lVZXN0QRNcuEJpliki/J4JG0KlSxdTfXDviZHqDjsUzRZpmH+AjMQdDByh1VCW00r9nRfIN0YIb6+cFl0LVfNDxEDoITDNF5xJeFHHqHvoYepv+xTI3wHBa7ZCIqsWnRsXoGr3aEYjdKkwSmTQwyWWrwHTdEHucBpVqZQ+5J3afvV23T+Zc0+FytKOEy6ZSdqOr37jUdA7jcUTyRQDfeM2ziPqqrcdNNNtkFgW4Px3bs8uH2Wi2SW23pAFiWHvk6vIWJStbU8+fjjJCYdbltf6tt9AbFdsTNHqDyz0aqAWt9t75GjxvXvUAy6GfWd2VR/YxZSkdF7RRCovPoYqr8xCy2nLke5r5yiU8dS/X/HU/KxyXt1nYPxTjcCVnvqKQvkdLmNtfKdUTfT5bbK6LuKdFdOV6KL7THdvdLXX8S7DXYXpKvCEoBdd6wjvdOKJZG7ukiuX4+WShEOeHn2mKkk4tZnNLrXx+d6TmXuKL3EfksBV4CIfk2BpMSt8yV63tDL6qdyZuJTHn98l9V69xk5rp/goBL9mqqaVWhF0WsTKrl/fxBIKCotyTS18ZSZ+r8ruuNp0qrGwBBCRTUCwpMDGYJldoGXW+tndzhCxWGfktqxg+RGKxC09OKLba3U5a6cINvBLeUNuja9VnC5ErEGqEKmdYDeBx8k/vbbtP3kBtpvvJHU9u3WPt2FCjDtmkxXXC8xLgm4R1kiRdO0YVVblfv0h7ur3P4jLVRYpOxzn2P0/7sJTR46qFjuiJPYMPL3MRSJ9evZdvIp1M6bR9sNN+yz44L9LcZiltA4fOtWZs2aZb7uM8Rc10CKbXW6hWHwQ03eqS+XQiGKkkO7wu448jJ9+7Y2tmw1+i7lrC/xhkb6Nmzs7MvP+gBoGtQgMbFBd01KQTfuUUE8E+yzSUEQEASB2865zVz2x7P/iCCJeMYV7fM6LzuOOBGAKzc9zYyANah86tE/cdnbg+63ArVC1ExZ3nuUiuzBnKnaMAD9//0vjV/U3W5rJ1TxxnQrGyd93Pn0T9LFyRR1lPk+B4wJTHV/jNJ4kpN27GSKYWwNJCXQoLtMFyRpw6Iy5pZb8B0+Y3gfwF5it6iUDVqnWn13BAn7sPrBGmLlnPfZb1hVBj/nsq81RWUgU3jS5DPqS/XKCqoAckaluGKMbZvECIJqP1ifosNBQ2/v67z+xpn09r1pW67G7OLDf/zxTH3qf1R977uAPRtI6dMfkKpkH3hSrT2oar4QUfqt0vRKOH8wz7S22tIV8/fvJ5EjooZDcqsx0xyXNGMLNE1jzZoreHfVJQX7edjOmXX9DBp4B+OdMYOq736XsgULEAO77kwbX9O1S5EUX91Jyw9fpfOva4f0KWfp+n02kFMgvqaHTG/hgXhPUHOuMRbPESpbtnLuRz5ivm5t1bMluqMpgop+/5RVWW4Ppb8fNaL3qgl+5AxGRWKURwtf56rqo2n7hF7xVDKqbQqKdS8VM7yuv0OR6/rJpa7Luu81VSP+nm5t2V2NkbMmnMW6L65j/RXrmVU9a6+ubVfczmQyooSIxlf/rVs7lah+zR9bpfGlZxW86V10As6E8t674BLRZOs3qRmz6tYfXEe6vp6Iz8POcvvn3byhiZeTepGwaJ9loYn06s8FOVPEadt3UhFLMiqin8+linhkkd5q3Y2SMrLovIftf5ePRa5FZZBQyXFfCoLLJjLfj8KC+5JcK0oma7UebL1WNVKKSrIjTrpA7yOAIknCZVhMkl79f1Gy3wuJyPB7OTlCxWGP2LDx2ySTLaxe/XlzWWbnThov/7xtO/9xx+KZMAHfEXodlVyhIhtCJTqqhr4JK+kfq1tSfOHJbN7447xzyj3Wg1IdyBB+qt58OAJ0/v4PhS82p7BYw6fms/3sc8yHdC6DrSTJVDsdm54FoNv9FNGYbp1Jp7vp7XudgYENxGK7aIqXTqMaswapLJQn4nJxjxuHVGRkC+TE3ygDbQz879v4ZpYhGM0MU9v6LAFVgGwH53RjhHjN8Bq0uSedhn/2lXT+fujI/pGSq6XihlAZ3daGS1Fw7Wxlzhy9A29npx4o29bdz8e6VgL2OIDEej3GyDVmDFXf+AYCcFJtfiqoEixHEV20TjsGWZJIG997RbsVB+VP2Iuc9cczbGmPDPs9tfYXFioNPdZ3m3ufFp81odDmNt6PwaxXc/HfKXpjx9K+TjoWL2HbXN2yIWlwwXsaJ221D0hCxnK9qZky2gZNDuQey00JEHu7DTlifZYdpfZ2EG5Z4fza1cSMrJisUNFUlajx2+j0VvDfz3wfgFA6gduY1QeSEt0VbpSBAdMymg0Sfn+wPpvAIKGSDQQWBDEvcPaDFqOSG/onm5YT+30xEE6yJZZkW5HIUKkP5S6JCT7d1akYgmWgJ8VhJ1hxajtWbR32dTlCxWGPkGXLH521fnQVsGZk26q7KvX8ertFRZ+NpX1tdM68n8MWfQXVn0CSi0hstacfa5pG/4oG27LoKy3E3utA6e+n8UtfIvLf/9rWiyUljP/r7Ux76n/2a29ro//xx2zL+vvX8OJLR7CjdjGaEczZ0PBXNCO5KB1sJRbVRUmuOInH7dcE0H7zr+i45dcoOaZNqbTU5oYajOAq7MtOvPEbyMRRu58ldLE1g0ysH577R03KaBmFvsd3kNjQTc+Dm22uo6wwkyp1E7qW0fY4BkYOp+j7z3YyHfqgk1uZdqBNN+37kvpgl1i9mhKjTko0GiWWkln6579Z1y1bVpDoK3odmaLTT8MzaRKjfvRDBOCU7S2M641wxpYmTjrnAuQz9M699WMPIzNRFwiuTAZXjpj1yPbMo8vvfouP/eHVvGDYoWg1BuvRCByOyNQqfdDNjVHJujTd44twjz44ejd1DaR47bgTefSSSxgoKqL3nnvytikZVCJkaleOKNM8eSItsXYdyNYypT/NwPNW/Ehv0C4K5zZ0MKN/JxP6u/T9I/0oskxyYMC8V94edQzF5VYcUTbmyJ+U2FmqoPToP0gxELCE/ftMsLSwRUUQLOuZ3z8Jj6cKl2vvYqLeb3ItKt1pmZis5AXQdhbod5TLYVEFd0zGawgUVdBlXlfzAJ/4zg9xBc4DINoz9PNwMI5QcRg2Tc33UF//Z6MUs/XAT2e60TSN2Ntv5+2zovk5MmoG12g9pU/p6UE1BqusK0f29VJcfBReXxX+6bpZuGzz+aSarMEjXtOClswfQJVwiu6/3kH8zbfMZWJREYe99CLTX32F4rPPxjN5MqN//nPbfvG337G93rrt52iaTFPTXdTV64IrFtuOJ6aniKaCbfT1vUlLywOsXvNFc78NG681hQ3oNR767ruP3n/8g0y7PjgLfj+CKBIbdE6A4vPP1z+Dzq68dVKJBy2hi52eu+5CHbAEhiunFkeWxMYeuv9hd20p4RTRN1qJvdlGz/2bSazrpud+qyJpdnaaOzPuvc8u7IZL77+3EHunne6/byD8ZB3hpxvMdX2r1wDgSxhCZc1qgkF9oInForyyrYvytOUKmPmRs9E0jc7f/o6+f94HQNBwF5VfcQUVV19NWTzF0Tt72DhrNivbukg3vscMqZO732hCO+1083yeUmuwcMnWYNLYE2PDTt0C8OxGK8h7KJIN/Rzfpw+cD/hD3E0Rj142S3/vsTT9RgCt3K0P3iMNvN5fJDMKA0mZkzzNpH1envr4RUSK83u4lMRzu10LzNlhny8Pdv2ktm/Pi6eKvR3Fc/hFhP1eeootoTLzjLNJlOuxKje/cTeC4U6I94eJbNFL9EuKypqq6UyeZKVC+wyLSjAl8fqkBBnDCiMNCmjd/1hWr3zXT9aiYk023O4SfL7RH2jXD8COeIqw0cNMFmBziURsUE+zypRKudHKIpTRcKt6HSG38d41IO4V6GwcQBBEJM+RiK6RFV10hIrDsFCUONu3/5K6+t9TX3+bmY4HkEq2I7e1Ibe3AwLeYz+DZ8aFvPTTj3HdK9fxk9d+ghQKIRoz6ExzM9E3W033hewNM36cPvi7DZ+2NzaertvXoWka4Ucfo/O3D5rnk0otc6ogCaRq7fn4Ux57DPfo0Yhea7uyzyxk4j//Yb4eePZZ236qYj1wGxr+hKZpJCLNSLI+2Mj+bna2/out2+zN1QD6+61ibZmdlpsh06L/Lfr1B3bKqP9Q+qnLKPvc55j23LNUfOlKAJJbtpjuqNJPTEVwi5Rfbm87MPDiMvNvbVAQW3J7Hz33bSK52Z6ZIfelSBcIWtZUDSUaNVM9Rb/18I08/R6Z1la0zMjqt6Qb9EFf6U8TfW0nie2WeypulLHPWlTiNZZQ2bF2NWveeIOAUeht4+R5TD/hFBKr19Bz113mMYI56c2d48byxqmnsOnII2mcMtlcfqpbb3Pw7kQ9dba4pBh30GpRIKSth+yfX7DqcXQOWLEWQ9F9xzq+q3i5Gi/ehBFouL6HUSX6fVZvuH+yQd+59+mBpGsgxeDuuU9fdCGpQZVcXf4j+GjLR6lI6tbPT76lceE7Kj9v0QViazipi8eBJIqqka6vR27Nz9bxzryY6Fg926o2MIW/TP0aF37zezRU664aAfAY8UO1TR3seN2oH6MJqKLEEYdZQZfZVPTimERvEbz2f5cDB0KoWAQGnVvV8i0qH1QK2VK7fEYtlJLClXArUxqj4iozBhTGJPTPQlM01L6k2ac16hcId8RJxjMIgoS76DIEcfjxYo5QcRgWmUzY/Lu+wcpUEBQ3iQ3dJLfoZjzX+BPxTD0H75GX8EBSt3I8Xf80ihLFPUGfUSU2NxF+3BIJsrefYFBPn3SV2c3FqcZutr30I6Rxer2FRM3tSMWW1UCJZfJqtgz1EAueeCLTVj6H70i9GmY2O0lVM6QS9pTordt+jho1BmqXhioNDt4VKCmZBUBPz0vm0sxOq/hXpk2PoxCNqrRKt262Dsw9gdE/+ymeCRNwjdJnj1oqRcMC3XVRfNo4xv7iVLyTShh7663m8foffhj/0bolRTWsS4m1a8l0dJDaYf8MssidcRJr8q01Sm+SxJq1oKq4J0zANcby94tlk9lxzrl0/q5wxdQ9IWnMSEedNw/N5UJub+eNp/XUV1WUGKjbZAqVdjGk7zOocq1UZAmOFU1NNE+cyKajC1eZbYjpwqPi6KMJzjjCXB5rtcTTW/VW0cAdnbtulJbrp78CS4Ck6vqZXJF1/+jHMIVKyf4r6T4SOgdSeAsMQWuOn2V7Ha+cSXGmmNPaT0MQNDwKXPm8ykmGcElkFF7f0cOJNz/P1+5/j3R9PeltKxDc24g+9xPkbsslminSY4ya/eMJBfTPYVXlYeb6bOzJTx56m7Ur9dpCadHDpIoAE8ZZgdQdPv3vsT26tWLLBP0+ykv33+/o37/HH8A9qLhZ9t442FORa2pquP766xEEgTlz5lBnBCVnly1YsIC1Nbrw3LxmNW0b9X5ZDQ0NvF23Ac2dLxd8WLYmKVcLqxpqXEYyLC0DfolIV4J4v/7bEAQBl+/UYV+7I1QOARRV4dWWV4fVjbQQSTnJmy0rC64bu/abyP/1EnuvFxDwz/m0ue6ouP5g8goar79xJhG/EYzaZI+vkD39eL26y8c1qPJr5wvPI39kEqIURE1GkJvW0vPnJSTX/RvQC2vJHVbAaPJolYxr6OBIz/jx+I7Te62ktusz6t7eV5E1+0C1c+f9uFIhAKRiT14T0blzH2HsGF1YtLY9Ygq5dFOTuU3vPfcCetYK6MGHYMXrAKZLDCBdX2/5uw3/buknPs4RmzfhP+440DQy7XpJcy2lkFi3joaFn6Fh/oK891lynm5aVcKFLQWZzjiZZv1avTNmoD9ydMSg/l30PbCczjvepPeBpwseI5dCWUi5S9JGinr1ufPYVKGLosn/+bu+neRG7O00S+dPnah/Jom1a839q7//Pduxo/FBARU5uFDwaUZdC2+Af9daIrOvL85TTz3FQDJjSzXuie26howSLbw+0x5jluHiqO+KoWma2XLhYBEqXQMpioX8LLmGKVPoC4UInHIyqiCgSfp35NbsM2etp4dKowbMf2p0Ib723U0k1q8HTaH4jAlosS4Sb99u7pMu1gV4l6eSaEpG0zReCU4i7C/DPeVsioUgAgJCpIdEsf5dxd0+LjxmDFJJCa5x4wDYGTBcwTEPggp/+5jE5vF6zNeBwF8SyluWvfcPFotKRFbyCrYBzJ49m8WLF5v9e6ZO1X+HCxcuZOnSpSxbtozDjtMnhCvuu5cLTj2ZWaVB/t+3/w/vlMm2wNkiWWNsQmWib9f3uNvYKRoUUVWNt5+w6mbNONURKg45PLD5Ab7+/Nf55vPfHPG+mqZx5Yor+dOqX+eta40WU9St39hytx9p1FEgWL7vq+InI6Ix1q0iy/1kivSHZbrHnrGieKJ4PHrvEPf4Qb7z5mLccX3gUiPNZIc/LaXHbijhBLKRNZKcqdL7dZnX3zid/v7VqGqKHbW32lwzAN5puoDKpjn2bXoeAP/b9p+DlDK6IJf4qar6GMVFR1EWOpmyslMoLjqSkhLdvZBOd/LmW+ehqikSGyxrT1ZAqQMDKJEIcq8hVCosoTLYh51tWZ+LIAgETj7Z+Az0Y8RXd9L/lB4TJHd1oUQtQeI/roriM8fbxJUYdBO6eBqiMXhmOuNmTRuh9GxQrfcu+krA7cc3ewHpBpn4+iKSW7eRaoqQ2GgXmUokQucf/0iqronB5AqVrJuhpKqSh6fo8SNCRtbbKksSo6JteDVdDPzwshMASBidlsuvuILyL3/ZPNbAbuovFAlpUgndDdMRF2yZDBrwzjvvcMzPn7VlXfZEh3b9pJoiyB1DC6NPb4lxDi7+/sIOnrl7jblcLN5/QkXTNDOTand0RVMEBMuNd8oppzBpki5ktR/9kAm3307oN7fa9jkqY7lf0vX1TCzXrYIbWyNUJsLc+9wtoKoETjgB/3Gz9A0zcVJ1unUk4NLFW5+7jLSs0hFJEVNFIvN+ju+4zzKj+mzOGXM5t/qPRDIG+GJlgO9/9HAEUWTaE4/zk8tu5I3R+rFdGR9XrJhEZdjDjV9wkW7UXXwD6QEW/HcBFz92MS0Du25+unfoPyZ/cb67ItuA8mAQKmlVpT6eojaespUHyGXx4sXU1dVx5516pe6HHnqIRYsWoWgaSePHctKcOfT19bF9RwtLH38Sf6iU9KAq0qUZDd9uukK7jGvIVOi/hfq1+vOjtMrPOZ+fOeR+eccZ9pYOH1iWbdNjG9Z0rRn2PmklzS3v3MLybXrzquP8+Td9V9h6mGkE8B2tW1OilWsp6j6OMX1Hc+JUFcUYstRiDQQJJRpAyrm/Pb5ysxOoFHQTueA51HUeQjvPREgU4YnpQkWosHbSUlkrhfWwTh1h/ZDWrf86UyZ/k8bGO2hsvIOxYz7NmDGfIhSai3u0PtuTu3WXSKxxPYwDcUCANGCML650SL+mYjfHHvOXvPcfDE7H7S4nk+klk+klleoiNUSdlpZrv4ViCAOpwl4avfxLXzKzMJRIBKkk/2HoHqcH9Sq93QiGB0QOH4F31hdIrbmPTI5LQwq6EVwiYrEH1XBDVF19DFKZCzUhE3m2EbkzrmdgSV5Qq819xSIXalRGKh4LmuWGSze3EFlpWa6Kzyqhc/F3kNt0l1liTR3SKKt/CICaI1VklxtIEk5LvDP6SG477lNc2vws7v4eMmVVRKqr8bU3EQiVMa66HLmrS4/3EQQq/++bCDkp5o899pjtPJdffjnbt2/nnXf0YOVLvBvA0DKSL4D+IqvaBPQ2hRoaAl6XSEpWiSRlMoqKW7KL1fiaTnr/vRUK1IsIXXIY4cd24E2r3IQROLvDEpruSn/ePvuCTZs28fDDeqO+z372s0yePBmXy4UkFR40ugZSBAT9Ppg5cybnn38+K1asoLGxkedWryZ02GFsSdotLl970jpWur6eE0pUaoCtHQMs2mF18/YdOROpLARAxOehJyRyLOCXikmIPlKSbiHd1jGADzhK0j+T0RVWn6ESdyV96Xbqxp1iNkoUg0ESo8Yx0GS3DHz8jTHcd34jiYXns7FnI5958jPmuns33ssNJ+/booWD8QWDha2HKoBIJplvudrfuLxec8KTyOmVllI1/IXu21CIu+66i6uvvppwOMw111wDQNzY1y0KSKJIKBTCF3exFb2USjJH2RchIIW8uw0Wdhm7CGP8+IriJA13+tTjq0b2Hke0tcMHkoSc2P1Gg/jRqz/i2cZnzddBUb/jWjMSLWloCcMXWi3rhyAICMW6oOia/jBF3cchIHLje0uJVWygpex3qEXgP+mrSJLezyQVaKb9mL8TDNoLN7nH+WmS76a0/QwERSTQqytvYbT18JQzuhVFjakgiLiqKiHYBRgpz+lO+iOWJaW17WFa2x7m3HNqkcp1i4bSoweepqL6YBs68yJ89z1Pz5f12bjLsKgMNTMWRQ8nzH2UN948E4BY7RrTujOY+FtvZT8oXOV2/3rVd75tCZVwP4wfP3h33GN1U7jc3YbbCtXAM/kMUmvuQ+5NkzWQFp9j1O7IxMn+xHv++Vf67vsnpZd9DTiadEsUubsb94STbOfxTCghubkXsWwKWsYKwk3XhQHr4RJ9rdUUKQCp2p0ERoFrVIDSC6aArKIufRKC+j4aIIkij2/QP5/3qmdwSuR1pFiETFkVil+P85h19kcRBIG4YU3xTp9ui03JNk/L8q1vfYuysjKmq7W8k59UxePbk+ghgi7zOgD8ZIjj4ZtnH8bvVm5D06Avnqa62J5N1feoEXA7qJaEf1YVwRNH0/90vb21g8Go785BDBQOPtxbsiIl+7fP56OyspIvfelLgJ6BFPBI5my3KxKnQtAFfbGR7RPKieNatswK0s6iDapCOyvZSa57MItr9BhEw1q2dUw5flmfQBS5Q/S7S1iEl2mIbG3tZ9YQw03AVUytkiY68yzb8mKfi21SUd72wYSL549L8Pen7DWb3mkvcAPsM/Tv31dUZC8qLRirNAElrfDnr8wvtPN+5dp/LDfbTSRyxERSVfFL+U6TlKpy8WWXsXTpUp577jmzEWHMECpBSSQcDrPs4WUofUme2bya+V+6ivFT9Od2pcdFdbEbQRB2W53bZeim9nCCy39xMm/+ZweTj6tiyrGVRCJDu+gH47h+PuSs61pHR3x4Rb+yPN/4vE2kAASMO6U5BQ/2erm2uZeZA/lN0waq3yVdvNO2LNhzNNNe+T0u3xRco48zl8ciT5IsrcftCtm293nHgqCR9ukDoT+i+1LVSl1wZcaotN/YhUoaEAh8/Ga8C87Ce+Fc8xii6B2yGFtWKCi9vWiaRkbTH67BsYdTUXQaVTcZ1p204frZhQnf7x9PcbHeqDD8TuE4nlzcEybYWgoAiB6PWW9G6Q8X3M87Q1+fbqrLWyeWjENL6V/Q2J+djFTkId3cTGq7Vbyt7+93QyZD7LUnQNCDbIWSz+CbZT3s/cdU4pmoW3OksikIXsuykx7UfklNCSC6waU/ILNZQ66QF/8R5fiPrkTubMzZQ6AoGGTl5k7QNK70r6WrJIiU0C0QqjeAJoiMqhpF9PXX2fl/1+rXdNxxtvNu3WoViZo/fz5l2aDKvgZOZZVtWw3Y2C2DkF/l+JhSmYZfX8T/nTudMiPYs7dQnMqgGWM/KhuOK6Psk9MQRIGyy6bn7bKYBI1DlsLatyiKQiwWo7GxEVmW6Y6mOO3XL3Dub182sn0g3biG6S7dmldIqGSZNGkSkwy3ZDxgT62uUqzJTlKyfg+uCj1o1nfMMWiCQCSjuyZL3JX0uUN8ES+n4SazqZdzhxQqJawPHcnJ0+1diUt8LhQxf5/J7QHCyTDyoOrV9f31bOwZWeXpkeINFtlcmlmLgqYdHMG0qRz3TFxRaU6k2RZLkjRESEZV2RZLsiOe4vjjj2flypWsXKk/t7LWmIAksmjRIj516WVcdtElXHTpp/jqJZ8wjzvK47YsKUP0XMviNlZ3eQSkeIazvzCTKceOvNmmY1H5gNLe/jg9va9yxOE3I0mF0yA3dm/k8qcuty17s/VNThl7SsHts9y/+X7b67HBsRRLDQDEFfjXznYOT2foUHVhkGl6E/dE/Zjh8S9TCFe6lDHpn5qvlXATno42PJ5qpkz5P9u2HiOwNlXUgjc2zlwuj9fdG/2fUdB8GnKgF098NJJUQb9fI5WxrBmqmiIeL9ydUzIexmo8TmL1alSj94mvaiqhn36C6LkvIUYti8quhAqAx6MfL53qHhxzm0dWcAwmmxnU/ZfbKTrttLz17upqfEcdRap2Z9664Dk36tdZ4jFn8fH33iO1YTli8TjkFmumKe9sQI21IQZy+m4IUPmVY/BMKDb7tYhFo2yDtBovA0HvAKyEUyD4CJz1Y6TysaRW/x5pjB5DI5XpwkUJh1EVuyXPJ/nZ0j5AWSZMYqcuOEQ5g5BJo7k9KP4ARZKb5qu+AkCkuJjNFeV8LB4nEAigaRovvPACAMcccwxHH53TyTrWyXm8yhm8wxLxm2iqSq1ixAIJimlKyT5Wj219HjlzCS63m/Kgh95Yms5IiiNyxkpNVtGS9sHwT6T4xFEV5ufsP7aSquJjaLp7PX7DsFKHyj/fbOCmi0fWaXtviUQirO3IkMgotIVjPPpeA4vOOpziSIO5TYVx70+ZMoXJkyfT0GBfpwSDNPb0kAjY3VZFqSigi8KijPW91kyZw9nA+D//mZK//o6GLZtRNRWv5OcTC66Cl3Sr5Zi2BMdR2MIUdJXynYuP5cyP2CvNFvsKbz97WxmR0U2QY2zxST6SSpIbX7+Rf3/837gKCJy9Q/8teI370FxqVKLVVAG3L8i1/1i+j8+7e1w5ZRjSOcKhO23du2FZpliT2BHXxev/Hv0PF89fQGVlJddccw21tbWkjfflFQR21NUx60g96WDy5Cm0NNTTUl/P+ClTbF7Qgl3sJREM0ZO1qCRdAt1tUcZU7VltIcei8gFl46bv0t7+KC077xtymxtez/fXLnpuEXX9+qxcURVeaHqBWI6JX1EVajr1FLX7LriP5+Y/xzPzn+HcMbMAKB6QOTqdJqOOI6NNB00mteUJNGN2kyjbfVlkuX0d8VcWo23v5rTjV1JUdLhZ3Kv/yf9RWqLPosMTnjf3SRY30OlfSe9VMump+o8jVpGTpiyryBm7KVFRBgcbimiailhUhOZ2EfmkTM3rnyYz0Ug9DIzCPW4cld/8JtU3uvHVhwBQE+Fdvh+P26i6q1pZVcEzzrDOmlNcK9tKYDCpHbqLIVFTY+sdkov/uGPRkkNnbgWOt2JNMk3NaMl+4i/eRHr7Ctt28s51ttcl507ENy2E6JHMQnJSaCJSaU75dyNQ0DM+gCYnEUQJqWQcyALeY7+Nq3IGmpxG6XuP/if/x7aTT0GJWXEzGuDtUfEBkxVLUD5XeTZCQv+eVF+Q+N/vNdc9fdGFrAuHeemllwC91H5nZyeSJHHBBRfA2ofg9lOgfT301CIAflKcNUFhk1zN2xmjqFSORcXTo1sX5eIQ29/W06MPH61/P2ubw6RzqtjGVhlF4EQBz8Rikmi8h0x1SU4dH0HAOzVEaJrlzqtF2W26895QVJTvDgHo7+9n/aYtjBYjLPCupfWlf7FihfXdj5s0lcMP1+ubeL1errzySr7//e+b6zVNo3SQRcVniEF/3ApgzgqVO4/+BF96YA0A7lHVEAigagoxOQzAvJyg8RMyIh4EusryxYdXCnD4lPGIg7rpFvuGFhtiY9j2+tLplwKwtW8rT9Q+kbf9A5sf4NWWV4c83nDxBoJ2I4Ih5uWEC1F04fb53vd/uXEiqSGeHYoGdQldpETCYVoa6jnsuFmm2+f6668nY+y7Yc0azj33XFRDpGenaSWG9dIWl5JNzXaJiEE3rgo/7ipL5ApYacu39w3d9mN3OELlA4gsWw+NRIES7gBd8S52hHcgCiK/PfO3tnX1Yd3S8NDWh/jWi9/i2heupSuuN7rrT/ebBYyOrjya0UF9iulDFzPjB/RgqIisF2hzZdagxXuIrbyRuhO/hyZleGVg17OZgaOaUCs0kGViq3Rzffydd+m56y5av/99PEIFR868lUT5NhpP/CXNs39Ly5zfkEg2k5yjgmFh7Zpu+erdsSpSaX0QEgT7w/AjZ2RdICqyPIAgCMhnlxH9mErqKOup4/WMIb0zSvHMUkorkojuEADRF57a5ftxGxaVjJhTMr+khKKzzgKg/AuWeyV06SUFj1H5f1ZG1lBxLnpvk8KmVsHVScm8iebrdHPzkNcr9+ywvXblBH1mLSLmumr7a3dlDDU66Po0/TGSaXqN+OsraTUGPzVtCUcN8GseyhAYp+qz7GMvvJQvX/lp0iX6PVaaVkkYgSa5xciyvuxsbMqUKVMIBALwv+9C5ya44wxdrBicGH2Od+RJZIwbRRAtoeIK6wHUmttL82Zd6J48RXdf/PvdZo79xTPc/D+9Umr4MSMWRtV49fgyPk2ULjSmVuaXbtcy1gCRBHYO0bxwb9E0jZjRF8fvt1s9tm3bRnj9i3zMsxW/Ic7eMmKjIqqXz3z2s3kBt0VFReayyZMnU2q4hOJ+XagUnanHX7mj1ndZlNaFZdRtP3/CSMPvMuJUUnX5ojo+NkjmvAmsRqYpotfJcYteiivy3QGVRbog3B7QLS3TTziF4CTdEqjIdkvXxyZ/zPx7c89m27rNPZv59Tu/5uvPf918to0cI0YlWGRrDZEdspW0SDrx/gfS5iKr2uBQKmudppkC6++/+w1f+vZ3TVGzbNkylixZQmOdPi7MmDqVm398k1lH6q1XXmLexZdSEgoxyW+3LmvZ4F2XiKvMh+h36aIl4DY/HCO8kXcyuy4BsCscofIB4JWWV2gzAj6TyVaam+811yUS9gFpZeNK/ljzR1Z36oGkM8pm8NHJH7Vt0zjQiKZpLN+umynfaX+Hc5adw+J3FxNOhgmIGnOKvAhGLQpFSRGNbgEglFJQtGISqu6ekMJ6f5349A4yId0/fdH0zxZ8H23uLpLFTYRnvElqqv5wfPjp3+jnyOmkGn93Fb7uSbh2CiRDO4hXrkfx5M9QNVeK7vQtAAT6jkBQdIESDFgmZEHw4HKVIhlBeZlML1u3/pyuS+wuFFFxo9aKdP5pNbHn6xl3Wh+CRx+Q5PZdpz36fbrlIe2zhIpYXMT42/7I+L/eTsU11zDx3nuZ9K8HcY8bV/AYFVdeaRZ/y7TYz6cZVTy90/T3JXflVwNFXo3glkyzdPYY7gmWVcQ/V28CqA5YASeCW8R/rBUkK3oGDWSnjLO1CEg1rEWNFo55Urq3Ea+xrk1N5X5nAgE8lCJQquoDXdWYMXz6hAl8/GP6YOjJeRz155a9d+nCd6dR9Xfy5Mn6inT2+Br0WgG2vvB2ctulHTHGGlAfrv6kbpUWBHbW65bFmWP0WJyd4QTJjMpdr9abKadZvvf4BnqNAaqiKN/VWnr+JASPhHau/nm3hZOou/Hf7wlvvPGG+R2fd955tnVvvvlmoV0AiIv+IV0pX//61/nkJz/JMcccY/ZfSgT8VP/g+3qQOqDkzIarjQyiqFsXMxlFRZEz9HXo99Vqt36MrBsxF19VgCnnTub/iLPco8/QKyrGFhQqM0bplq7nq87mmapzmXvFN5j8sbP164nYraVjgmO47gTdOvBE7RO2BIJwyrqOndF81+lI8AQC+cG0BnJ6zwfiLKqiEO3rRRlhVWiA+BDWFIBwRuGtF1/g+1/8PI/cew/PPfao6SZaZUwWv3rJJ7j3j7+jvKiEOUfP4jd//QN/e+Ae1q2p4Tf/1MMBSgf1JDNTswdlF0llXlwV+u+uxCj61mc8Rwb/tobDfotRqaurY/ny5UydOpW6ujoWLVpUMIAL9Ip5oBekqaurIxwOM3v27ILbHiz0JzJ4JBG/Z/8GUL3X8R7feP4bAKy/Yj2r13zRFnuRSFj1K9JKmu+89B0AThx9IgBTS/M7jP7+vd/Tl+yjylvMpOIMaxIS3bLIA5sfYM6oOXynOkmVO0Fd/R+ZftgP2dn6IKDhchVTLEdRNN3FoKUi9NW0ABJKhXXzzZywkH7ym+Z9edqN/HJcnCIJuj1ujkCgp7WWgfSArWhb1/MrqHvuPwTPEJDH5d/UnRmBUWVzqW7xIa54m8yCHtypCvzhGcQrNhIITCUa011QbncIQRDweCpIJKKkUl20dzyWd8xA0TSiL+uDe0I9C42/IBh+brm7LW/7XMrXv8601hhNOQW+pJJSBI+H4rP1B2vw5JOG2t3EM2UKckcH6ZYWAkZnW7m3l/pLLsV3zDFUfetaEAQSry9F8BbhmXkxnsl6eXMtPoDc3U39pz9NyQUXmM0fxRw3gXfKFBKr3kOLWxVZS86bZBaXy1L9jVl0/W09rnIfgVnVhB/fTNaM1f/wQwilJxS8fqVnG1oqdwAZlCmjeQkhEjBcjUVluiWj2KhNkfBZgmIgx10WNWrLpI2BIBAIQO2L+RdQMg5iXQhKmh+cHGTxWwlETyfd8k7geADOPPFoYhubKCFDNKWbwidW5PvN5ZwCb5mPToRn9dn/2YcXTqv0Ti5l7M9PQdY0xBc2klZUuqIpRpXkZ8rsDZs3W9aC2bNnU1FRwbvvvsuGQVV8B+N2Dx1nVVFRYcauZNsayGPHUnHVVQwYgZbR55/n81edxXNtChNd+iAa9ejfV0ckSXTTuyQHImTcAWqNPmDZCr1tqIwxRGjJWP1+vO5jh/PCCt2yV1xaOLjyCMMllxE9bCuaQW9aoLxKt6gUx1367WXcusWeYvNZF5fjXPb4Zdx34X1U+iuJZizBvLV3KxOKLfGuaRrhVJgy3+4q3eon8gyyYuX+cvZFX594pJ9obw/R3h5GTT1sRMeMGROaUpdEf4GCbyeffQ5nnnsuE/0etsdSpAzFtWjRIj735auojafwigKarHL8MbM4/phZAGjlPrYpGYpdUv71KIWFiiAIYFSyFQ391CdoZDpidN6+luCcUQhnDj+odr9ZVBYsWMB1113H/PnzmT9/PldfffWQ2y5dupQ5c+YgCALXXHONWTHvYCWZUTjnNy9x3u9fHjI9Ky2ru03dGg65Zszang15AaLJVKs5432vw8ryWN+tm8Kr/PqD9Wen2HvU3LvxXsTo23w8lOGGMUncRkfMP767hCojVLur6xkAolF90B875tPM8o9F0Yxg1EQYJakPYMljVNbGJeLBUykunon/KH2b4rPG03R+iu9P+i0I8PsOHyv6Xaw2buLSGGzo3kCmw3IndL+8krHdKtJA/o90Y0LkV+1+XsxM5+jL7mXS3+9FrDDy/xP6je/1Wk3N3Ib7xufTLRl9fW8gywOM7khyWvgUstOjYPFhSEU5tSNUPZZEUxXk7l00rIv3Enj7ASY3JxB9CdMs7B5f2HKyK7L7ZHsEAfTdfz9yZyfR55+n/uJLcI8fD2hoqQEyTc8jeFTSdS+hRqP03n8/cmsbvXf/3ewyW/6FL+jv/8gjcY8z0p5zLCSuAo3zPBOKGfeLUxn1rdmIfhfeyf3Gdb1MprUVNZzf9bTqq8cihewuETXnMZ51/ZQi4EnrlqciI008m4mSKrZEVTT3b0OoZIxZpjvdB/ddkv8Blk2BsskAfO0YgR03X8Bhx/6L/pwZ9U0XH8WRE3WhnU7rx6sqYCHpbtPPKRa5WVduzed+/alj889rIIgCbklktCFO9qX7R1VV7rvvPloMS9n8+fO5/61GLvr7FuRgdcF9Xk1PMf92+wvHtQwmG/8SSyZRVZXAyaeYcRiX3/1T7n36FwhGm4gpgTAXdKzg3e3t9OzULbsdZYfRLtqHlXWSym0keZgU44/Qv/OvfmQaP7pEj39RCzQbBZhYHrAJw/b+JFWjJ6CIGm5F5KzVlXzy1TFU9HsIuoM2AdISbeF/dXpzzVyLSkNOYHFNRw1XrriSjzz0EdZ0rhnW5+P2+myF1HLdQIMzxPYEOWUVHkwMROhsqKNuZxeRxNAWFk3TqI+n6Ezp7rBAgZTkLFUeN24jAFhWNfO9ZANp3aKAJtvHLTGS5sgiP5MKVKE1g2kL1GtBFEAA0fiMBiSByKZutJRC9I1W5M7hFSyE/SRUsj0EskydOtVMgSrEHKMKXl9fH88999yQlpeDhYaeGD2xNC19CRp78j/sWErmI0te5It/3/u8/rRqzey27nwkb72mySST+kDaFLGsK1nTZ6VfH7wXzFjArKpZtn0rXdYNOcmjD/YDyVbrGIkWZHmAVEo/frBoBiXphClUtIRhDvaLHHP545w+534uOEGvB1L26cOp/NJRlMybhGdmiI0B3TTfo4isiHjoCeg39oydGqs6VhkNDXWKWsMABF4X6U0IvDjg4vWoC0WDFf26+Trg0gfY4MknUTJBrxDrMnqSZKvcArjFCpRYBr9PH6RjK3qY/PrNzNyi4Fv3X8Z0pCiJZKjoHEDps2ZeaU2v7aJl4sg9PUOLzq4t5p/FKyWE7Mwrx+UyXDxG/ZRc10+2aaB+MRqZ3NiTVISSM2VS6x5EjcVQI5brSTWqlhafN48pTzzOxH/+E89E65piL91Mcs39eGeEdntdgePHE33mhyTf09sW+I+bSOjSw/BOD1E2fwbV35yFd3Ip7jFjbPsN/sT8moeQBmLSLlSyg2Mi6EM8Ug+AjQUs0ROJRFAUxRIqza8XvlBVhsoZ+t9vLyWdGaAt1jboSgRKSnRhlFYUNFVFEASmV9sH8rqGMKBnUvUZacsXHTNmWBaScUa/qtwS/XtLR0eHrX7MEUccwQ2PbSCakvnjq/nujGallHq1nKdSR7BNrsQ7YXgZSAEjiFbTNJLJJFJRkKpvf9vawPgdaMCkjnc4LF7PIw8up9uoqdNOEV2Dvvn1LpWHSXMbKfweXfSJosCx03SLmprITx/PbnPPl07ko0fqE4+bntzE6haRjTP03+nk9iDlAx4uW3cYD/38h6y/9yG+Pfvb+LNVcZN9hONp3mqwnovZ6rXNkWauWHGFmTiQO8mz3mru+zAGcq/P7vrJea9DBcGPhFzhE+nqRFUUAskwDT35jUWzyJpGJMeC4hIFpga8+CSB8YPEhU8U9EaBhq7YEE3QnsrQnNDvcbcgMOgNoskqoqLlWVNys+IEV76UEARBj1fRQDCO2Z0jTjLdw/997BehsnLlSsrLy23LysvLTRdPIUKh0EEvULLk1ltYvzM/YGxtS5j2SJJXt3cTSe7a16goKRobl/LyK7NpbLorb31PwjLTi22rCPToM31JCiAI+k2YTOqDV386/1oqA5Z5bfFHFnNspTUj9AvWDXlahT6bD9o7S9Hd/aIpVHzuaoh2omj6MdWkLlS8o0YTKjmKE8ecaKYFil4J3+HlCC6RUYFRDCZsjEOjw9Cz4ikynflxD2JC4OYOH4+HPTzS5+anrX6aM7rVI/cHLRn9gdxJ3Xzrlqz3XPbWRbT/+h28dRlGdSYpa/oo3tg44spZABy5LcoJa/oZ88ojyN1WwGBGNRqoyTHIZGj9/g8KP4gMoZLqd+F5xnoouCdMzN92N2QtHv2PPWaWCB8cr5KL4PcjGp2BlUgEZVBpecHtRiwqwjdjBlJRkEBO92E13Eim4RVUIwCS2hfhtd/nPaQAvIdNQ0v0mpaY4nPPpeikMVRddQzBuaPwGG0P1Jgl9Mb9/ndmt2zQa8EG8DBKTYGm4fJ6CRhxKFmhoijQcWmEtNtNNMdllU6n2freq2RSerCie2N+gTIAJp4E4wyX8ban2fzoFfnbaJarSRMlUkbG0Z1fnMvCuZaQW7dZt/BJJV6ixky1yDs8T/m4kCFU9qFFJZUz0wZoi1jPoIhqWYQalDIeTx3F5Zd/jjMPH0WnVswb8hQiwwx5cLlc+IziYdnndcVVX0Zxu9g4toKeoL4uPcqaDAQjrbQ26fdpJ0X0CvZ7qPQo/fc4ptQu8kS/UYQvrewybiG7X1NvnO8+tJnPffpmyLHaZAZi7NyykS2vv8wVh3+BLx31Jdyqi3Cyn9MXv8iTG6zg8Zaofp07wvaA8p5kD4MpNDdxe702GZa7zb4QKmoBl00WRZYLxq4MMoDgEgSKXRKHB/0UDxIQHlHQBUc2XV+DjpR1TA3ILQEkGJZvtUBRw6zAFDwSwhAhENnvuMi4yI5ma4xS+nffsdw8zrC3HAHhQd1ss/T29hZcHg6HWb58OcuXL+f666/Ps8hkSaVSRCIR278DQXeO//rdhvz3lEhbX+qm1sLXqKoav1vxBi++chI7apcgy/3s2JHfT6c7occa+AWNaTWfYsJ71zMn+D8+csYqykJ6HEoiqf/4CjUdrPRXEo1upbvnJcYWjeWBix7gplNvIiBqNlFSLaUJRTUWvGe/IVt23kc8prubfEkFNMWKUTHSdqXArtvZTyiZwC1n3MJFUy/Ca9R86S221PlJzzQhtxtCpdiaSQeqkyiGSfGa475OXLX26U1an7tUagiVVDWTfd9Fu7Oaqq2fAVXCs3M8WkYl8MbxHLXZUvMa2ZmjhKa50TQXasZyg6TR0zgFI3Aw8r//EV9lLygGmNkm0Tb7Z5At0z8Sct1F4eW69SzdUPi3ACCIIu4xesZMpq2NTE5DRNDrxeTOglxlZVR84+u2bXqW6v0+uO8SWPlzWPsv6N8JK34Ed54N6RhSeTmu6mpAo2iaRNGpsyHaCT21rOtaxxn/PoP/1f0PTzbIFSi54ALG/fEPuVdLQPMyXdIHBG95L5u3XIeiJPF4PEiS/jn3lmR4+pKL6TMKiVVW6oNc01O/I9Oj34dujAfrdHuQOB/5AUy20sI72rNNDXNdUBpFhqtJc7lIGeJqSmWQxfOP5b6r9N+UZmS3SaUeBoxZ467SZXPZlxYVVdX4yj/eZenzViq+IAi8WWsNrLGcbs4JzU2fFuCM6VXc86UTufLUyQB8+TTLDbQ7slaVlStX0tTUhOBy0Ta2msaqEG8fNg4NiFdZk4HKdA99rcZkyVXKuGrrN1z+2SP44SVH893zZvDwNfb6TWL289SgffE7JLcWHh9OmVZhe33Nff2owfKC28bCvYSkUv5eexMnPj+epOc9BMn63WctKq2xVtt+HbH8iZJ9/NfvId2iYq0R3Tn31r4QKsoQ1iVNpauxnq6mBtRB51EGKaqcS8IjiozyWkHUrt24p0pckiUaJRHB+I4G1xMCS7yIfteQsTSiT18XMn6ynTlZV6mtw09Xfl+zfoYSMIsWLTJjWRYuXJgXzZ7llltuobS01Pw3YQ/M6/uC7gFLCb60VU/rbetPmCbi7pwGZ4/WFI4yf2pDG+2t9yBou26wllX6k70q/n7dHRF9tIvU9hg+vz4DTyb0H1+uLxZAQKBKaeHtdy5k7dqriMf1WfoZ5RXcPDbB0X7rpikWM1z1rMqxXUbMRnA6guChv78GDf0mdbc2oWke4uq5gGVRUaJDmyWzfHzqx/n1Gb/m3cvfZfUXVvPYt99Du1j/nie3q6blIDEhJ1hR082Q5006j/Mm2e+JXEuT24izCMaOxPvEsZARKG/8mNkjCEBRKlAJWYdGFydd6V/TmvonGc0eF6Wo+oPYM9YKsht4xl6tF4CWdwFIR+2DmOAaeZy678gjzb/VeBylrw81Zg12kl/Ad4xlwtdUVXe3iCJaMkkyJ9ASwFVpD1ZTk0nEQdcVfuQR1I6cuKfHvga/PxLeuh1aa2DjowiCwPhbb2TmZ9qYcEIz0ks3wp/mwp9m84dXfkw4FeaHr/6QUTfcQMknP8HU/+p1LHInyaFACS4kKozpWqAqSXv7Y2zcpHdF9nj09xkOjyGZk0I7bpw+m+6gkoyRBu027kfcfqg+Sv/7o78EbzFMOBE+/gcAurT82aeqWQNxJlTF2+/axWc2JdZnPISlEi8RU6gUzpqJxWI8++yztBvuy7H7yKKSzChc++/VrNzcyZo6yzUqiiJv1tktAE+ljqBBKWOtrPeEyvYsuuGimay6YR5zJu0uWNRifE4Lh5aWFlRVQc6xcLWWFREutkR9eaYPr5omJXro8ZRz9NhSKr4wk5KPTcZ/bCV+j8S1505nQrk9HkpPY9XvR6U/bbUrGMQ5R4xi9sSQbdkL3qNtMVBZor29jO4ro1IOcWx8BsFx/0YKWsdtjbYSz8RpjepCZUxQd1d2xvNLAhRq6ufyem33tSCAO6jfH+nUnqUnK7KMnEmjqmpe2nUWd869rBrbaKqKpqp5QmWwGBntdXNYwMvhQd9ug3NL0pr5wxUES0yq6QKWnpwaKkMhiAJIAqMS+u++OWBtm2o4wCX0Q6FQnvWkt7d3SNdOrgUlmyVUyKryox/9iP7+fvNf8y5qRexPunKESFNvnN88u5VTbnmBk36lFyjLtbg8vnZnwTTFv75US3WgK2/54FiI7IBc4bKr6MjT9WgufVaRMFw/kZT9i//K0V+mpe4W8/Wbb51DU9PfaWy8Iy/uy6/FOWmrhmokWwS0CRx7jNW23bNDQH7jScLyVda1JsIIokbVp+wzJU2WSW7ZUnCGIQgCLtGF1+XlyMW3sWGy/Rb0b2rI2RiqFIXxxeOZVDLJtl1df51ZE8E9pgjBK6HlBOVpgkyw23JzaQRJqceYrxWtnJhyPmltJhrFxIXC4thV4mLC0jsA3aqi5HY3TsfROvSZrpLc+5+S6PUy6ga9SJ/c1UVqtVXlt2x6lGmXRBj1wx9a7ymTQfB4zLRmbVB6pDRIqDR/9Wt0/fE2AEouughXdTXqwAD9S64Z+qL6d4Kq4m/NcbesfxgM6930aNi6nrIgtR//OC/X16Npmu1erijV71W/Zli/AvrDtqtrBZlMnylU2tsOs50+k9ELGnZQScZIUjQtKuf8FL74OHz6n3DS16yd5uo9b7qMVMojyg+3rlHTTKEC8MYgoVJRpLvvig1TtVTiYcBw3w5lUXnkkUd44403eOCBB4jFYowKSoC21xaVO16u5cl1RhuJnO7Hs2bNMi0qH5mhC/tOrRhx2qmcMH0MXz3T6p3lkkRTfA2XCy+80Py7p7OD26/6HJtc1m9r7cRRbI6H8/Zr8Y1DE0QuPGYM/qMqKTlrwm4HRs8EK7tLyxR2e3hcIv/5+mk8/70zzWWbi2dy++RFKKJdPEb7evG6LRdTsRJEdOfW89GoDdcasUuYcXuFhEqhWBS31zvI1KIiGIVC5FRqj1KUe3c2093USDo+9ITPo+YIFUVB0zR6WprpbmlC3o1QAQi6JHw5QbbjfZ68+NcSFZS+JJohSpLpKANG3SEULT9OL/t6d48+QWBMQt928ZE++ty7vicKsV+Eyrx58wounzt3bt6ympoazj333Lzlg2NcQK+mWFJSYvt3IMi1qAD85UU9yC2tqMTTstljAyCZUfn6A/bYnHcbetnYGqHYk29NGVxNNeviqBTsX1WmM87f1j8OQEd4PV946gu81PISAEdXHM0Z485g4ZTTkI0qkVm277gZdyq/q6tbjaKJGqrRJVnrjFFRcRZVvyvCu06g5BERsfEFYspF5j6SO87hC9ooPtLKOtA0jaarr6b+kkvpf/TRvPMM5kVLOzAwKE5RUwSmZmQqfBV4JHtQWG+yl009emEuQRJwj7VnnAiai+rtC23L+jLWYKZo1USVT5qvo6kL9P2wDy4ub5TgKacgVVSghMN0/+nPyN3dZFpboWszgqYiJ0WbRUU0usnuCa5qfeCROztJbVgDQHC8xug5ESRtAM8Ea7arRqN0/eUvttTuXOKvv07kmWfNB4zZGBFwjxlN+ecuA2BgVeGZLKDH4Dy4ANY+WHD1qIx+r58RT9B7y2xeeOEF3njjDTo7O23Pc59RQMxrdGSWvNagFA6/i8utHyeZtP+mS0MdgEacACmjKZ4bGRbcC5XToagKjrwYpHwR0WpYj0q9IXOZBowZFPTbuGGt+Xd5wIMgQJXxaFSDLtP1U1RAqESjUXNSNTAwwK233spry//GUVI7O8OJvcr829JmPR/8hhUpqnmIVx9FeySJWxK48wtzzG3iaZn7rjqJH15wBJHIOrZt/yXpdH6ZgN3h8/k4//zzAWjYspnULgZQLee5dMZZp3Lr/GM5d2bhLKRCFJ9lWcXVmExi49DXO62qiB+cnyM6BZGUaH8urN1Sz9+etdw6pYolhI6s0C2W67rXmW7yIyqOAKAz0ZlXDE6jgEXF7bEt1zQNMceFnkmniIV7zXiq3ZFOJk0rSszo8+XJEdKyUbzSk5NU0dvaQioWQ86kUTIZBow4M58Ik5BJRndtpQeo8Lg4qsg+DiiDJtSqqpDIPdaganLmvb0bMSqIUJ20PtsXJ+y6JUkh9otQGZxeXFdXx9y5c02LSk1Njfnjnjp1KosXLza3XblyJfPnzz9oA2ufXt/Gsvd0N0VJgQdXe3/SZnEBWLGx3fbAetsw2/qk/GAiWbFuDFmV6TPcK9XZmAo03VyqQqIrBEAiXsuGzrUUy/pg/d253+X2ebcjJ2opRGKjVXNh+mE/1iu5ChpKBWiGWNDaelG6u3HvSFNxh5uyVAZPyaDbRR3Q79F37oIXboaG10nXNxB/Ux8Q235yA60/+Un+BWSSIOs/vM4Tp/HakQLvTRN47ahsK1KddExifEY2U6yvPOpKfJLPNNdu67OaDkolQ88afeKbxmdnma+T6lxkLT+FuMRjD9R0tzyM8NL/o+pbej+i3n/8g+2nn8GOc85FbdQzBeLdblJhY2bn1ui4pototHBDxN3hrtYf8pnODvqf17NbvOMt0W7rO6QodP/pzzCEb1zLZNj5rW8Rf+sttEEmZVd1Nb5NfwBAzrUGnfJNmGLNXOncBDuGztgrj+gi6baOHu7QPmcu37lzp23m6Q3oN1aJWIWIiMtnCZWu7heorMi3jhYXdxFQU5Rhj71yk9FrpuQQz8R5s/VN2mO6i2THyV/huaBRXdVlPfg1Tbf4VgVzisAtvonG9WsA3QIxThM5zKgb84dVTWYwbaHf+1DxdCe4W4imZCJDZLQMh7b/z95/R8lRXfG/6KdS557pyTMajUY5IKEECBAZDNiASQZsDA5gwBknDM45YRsbB4wj0QGTc84CIUAIRZSl0UiTU0/nUOH9caq7qrpHQr73/e66z357LS31dFdXVzi1z/fs/d3fnXAmO7+tNLteb+O6B0SKb1IsSEBT+PrpzYS1Alef4vSR2r7jZ+zdeytr3vZ2GD5YKzV7zO4nFVGyjvmLyq9PPXk5Fx7+7lEUt/mn1dL+I6e3VWZtdZTZbTOavNVZ+QoV6pUvvoJWcJ6RjnwLqqWA6eOs6WcBcOvGW8upn+m105GQ0E29vCi887UuzvrdCgYSbrAhgaSweyRTRbKVNRPFjt5l4mMkR0YY2beXXCpFanQE/QDibaM9zrgv5sTvqZqPbLiRuBajaBcnKJY32pQcdQBd0bS5IukUuaEBxgcH0A9CBdY0vWDKrLhtJUBm2ZlYyzAxczpWqc2E/d+73m9Z4rghZxytav/PInzwf5Cjcs8993Dddddx77338qc//cnTSvynP/0p994rVFFjsRiHH344P//5z/nzn//Mm2++OWHb8f8T9rMntvDVe9ZVIcn9Wf94jk+7oiNz26ojOv3juQlDvhlXjm/bgEgfRHzVK5WSPP7Na29myZ1LyoOl2RQgRPKDf2YMgDnjCylaAkl/v+cq/rH9pxwXOJZCWkzkbtDj+Y2gGKCx2xSmTPkEEZufkTrJQG4XxDWjL05+l8NdiEzKk9dnO+ez6ibMnP0wJHvh5Z/DbWdQ2O5ImQOM33c/RfeKf+2/4PpOuPV9YBr85n0389tzFK6/SCEdAMVnMes8EZY1cgpf3z3OfFlMKl85/CusvHglx7ULwmTJ2UC14JDbAnJ16eFEFmrdS/jyz3neU40tsPK31LRVE7/MXa8DEN/hRHN8H01QnGKxZWt1n6WDMa2zEyQJvbeP7FYBiCMLp4NNQpby+1kt2c5Csis21FaHn5N4/AnGH33Ue14N9SiyCImXgcpZv4bTfwzn/REiNhnYVX49kXXmsxyezbELb2pu3Y51fG/l953zCjrOaVbN4UyZ8aHy36OjK2hu2U0rzjiZMfN1Fi56imDWoA1vWF5Bx4p6oyJfX/F1rnrmKk6991RW9q7kTwFxPZbmckz2Oymw0oLhhCOPQLKduan52b3WGSO3S85k+OpwypX6qeao9PVNLAaYsxvw9SX+r6d/+sed785qEJNv3nLAkiJJ5AvDzLQ+xF/O/CPLZzjnGY+LsZlOV2veHIy12wrKGd3Akvc/Tfh8zvHUT5q83+0OZJIqE1wkFiOFvUkKvSnGHtrB6D3bPNVAua2jzH+wi8U4HKbKiEp7rpew7ty/b/VcxY+3/4j07s9yfJuIEg1kBsrVP/WBehqCwucNZgZJ5Ip8+6FNbOxJcPeb3oo7A5lTf/0y++LVooZaMIAWKaLVjBNsyCHJFvGBPlJjo6RGJo4SWfuR81c0jaypUJA16muq2zUA5eofSbIQ9cYguxYsOXeK2rY1a9Zw3XXXIUkShx22lI0bXwTgxu98i8W1Ya796KW8bQN2gOdXvMSdd93Fo889zJMvPYmZLqIPZykOZsRz9B+kfiIG/H2lmO+eD1m80vifCaX+HwMqpUjJBRdcwPXXX++JkNxzzz3lZkggFBavvfZarrrqKk905f+kJXNF/vjSTu55ax//fnMvX7zrbVZVENQqrbKWfV5rtGqb/kSuTKL7zYcWl9//0WObyyuztXvjgEVEqx5MhbxYUfxhnYsfIvtoMMWqUArJ+OeJFfby5Fwa9mTBsliaXISGyrINF3HJX9bxidvepFis3j9ArkWch5yUBMHyHyL0nznepGhX1Vq9Y3R/zCnvlDSDMV2kToo9qzH612HkDUe3wrbgm1+p+r10Sdo7PQwPfx70HPSsxlj/IO2RdhoCwlHUpUANGSg+xznteryFxjt+WP5bUzQmRQRh0A1UPCZ7HYAqOROdpOr4pIknX2X+MUidbkGvIpokwJrSs4LYxc7kKqkmI/c8Tf9bNeTGnAnM5xe/ncv9X5PqVuvqCMyfX/470p4lvHQBBGxQvHsFk2/6fbkDdNksi+hpp2LZq7JJP/sZLd8WYCl+zz30fe3rzraShL81iBoQx2oUZCwTCNtE5ppJ8IX1MAFZsdIW5Av8cWCQXYiBI9nLrI07NzKYcVbHKdlZ4dX5W5g281JmzBA+IJ/vRzYsmnGev2hkmIBuENiXZyjibaJ41uQWvrzml+W/+1J9PL/3+fLff9vwN94cENyTK+IJZN1ZOZZGVtv0Wch58ZxaqobiIhn7XeuWLYNJRmzOWW2wGqgM2CB84UIxbkqlvT4MwGIwcfAlmOVjtCy+fv96Buzv3nbZEURtjlreJSaeKxqMDL8IQDazozzxDQ09W7G//7waJRqN2j5bQg/XoPr8nPCRT3D6p75AnQ1Ilp5xDqrPAaCy8p9NPm4LLRZjz4jnGfzt26Rf6yPz1gDxh3eWuSvDt25CShX5IWLhMqclimo6K3UTCRmLRsMbwVho1CIXWujaZ/DF4JW0FJxnJ+qL0hwSUczBzCBv7XEWJC9vd0d3LExJxTAt3tztWrTYk7WiqGhBgzx+UnIUX9Q5BmM/lTz7K0WWFBXdBh0RVysJtxmKSiIag1qpXOYjue5zanSEgV07KOScsb906VKuv/56rrrqKizLYtq0yUQZ5/TzP8DPb7iBu2++o6xG+9yKF3jw8Uf4yIc+xOT2Vq7++lcwM/Z5mBaWYWKVemi9W0TF/nh20jm+26f9Z+mf/9leP13DDir+xgMbeHBtLx/68yrOvelVfvL4ZvrHq3OM3RXibvMmiKh0j2bKHJXjZjXRUS8eqn+90c1X71nHaLpA92iGoJpFlasdyNtrP0o+O8Sn+y9ieUKEVadG24maYpUwyBjxJuFgJxUmsbCrg453nNBpuy5GxXNbBlm/dz+TpU3+klOwffkxhF6VUXslkCEXEA+nlHO8dc2ZZ9K/pgNDEqvm4i4xKVi5HHz6NSzJGXSqPoikOOcVac+S+vv1pFeuhJ414CKFjf1aqOXWBeqYMmgxb6+FGjSqxn128x7nj3X/ZnZRPCDuvh2+Ka574VpZNPm+iiI5E6BaKxNQ3nQuRdiZfJQaH5IkEVzchNYaYtK0X5SPJbd1G/F/3eVck8k5RrdGGNsewbSvebChQE3NVHFtKiaHsbHXeXP1+WWV3wNZ7bnnll/Xz0pDtBXSttN86DNETzmFafffT+NnP8uUW/5W1pTIbxOr57qPfoTwUUcSOnxiqfuZzz2L3x9H8ZmABZaEMeeDMPt9zkZaAOq8URI+8iBceh9ZReNn9TF0QENM7L2ICMxJiHRVJB9BNZ1JNZFdz+DMfwOgShrBaA0Bv4iKKLrJ7J0pZuLc51nxQY5bNcrXA3X8sUmiGHYidf2ayrMuYFLiKpVEAN/of6NcLdeu61gFJzJRWgTWTZqEZE8gls1vMbPZcsdYgOsQz/uIXc3XUSf2PzAwwM9//nNee+01Bu0GksuWLeMb3/gG11xzDZIkIWMSolhOH+weTu9XqqDStg+m+NcbTkrg+FlNZLPiHNwRlUk1OTIZJ/Wk280A9/X83bM/w3j3qryJrNPm8hgNrXz+9rs5/KzzWHDSqVz+6z/y2b/dxQmXXs7yiy4h2tDESR/bv/L4wZj7OXRbelUfYw/s8KTOY5LMx5dP5RcXLqSx6BRtDNlCjx3FeNV+mpHwPbOX09cs4Ze9TsfoSqCyd9Tx8ev3eVOOph3J2Tvmvp525YsN0gZoZZhmUj5nEWsaEwMSw36/EuAZ9rSsKTKKIiP57bS/JKEERYQlEwyTDYTp19ox7OPyaV6AZlkW2US1ZMX111/P7t27ufXWe2lkmJX338pnPnq+/RsGFhaf/doX+Oa14jrNnDeJe/71N88+Mond5CP7MJX8u65nSi06ZODju8TcmFH/M0Lt/yRQ2TOS5v2/f2XCz9bujfPnl3dx5R1ONcDOoRS7h9PsHPZGKGa1VEdURLQEgppCXUgjnnEGzxMb+9nSJ5zV7CbHISqxq117sFh3/xc5e+xEvt3zSWRL5qzoKHJRDNCuwj66pR6ycgrQGCr8klDPVeVvz0PhTsKEgQ179xNxsE0dkohNGaD96DiNawwPzV3K2QNJUcht3YIcjAGi0ZxR6r5rWQz88ld0PVVDZthxNFpUYdbKV2n5/MfoOG6MyQveofsTl2PsdMicAGTjGKk0sbjOL/9mMGkUtJB4eBvmOimOobd9gmOx+RF44CqOe1isxHeP7y47sPARrdSqf6PZdzUSzurdL29GlpwVkFrnwy875MlSGg1s/sfwDhoumE7LFw9DvvIx+OybGAWJ3f/y3nuj6NJPMMRjFJuZJuqbAsgUCoMMD79Q3mbN2x8mkVjHG2++n+07fkahsP/oXd0HL6L+8stpPTlMuLUA0UneDXLjaC3NNH3+c4SXL0exV12Fri4Aas8SuXj/7FlU2pTbbkObNAn2vIYkg2Jzkrb/cAWjd/3bu/H8853Xn1wBM06Cme/hY4tO4h+1NYzYDraIwl6Es5/LbiRZEqXxWYdUqeZfI1EQ9yGoRQhEIvj9Ij01f0uK9v4889nGArZwNG8x31aG7fKJcfVi3R5kWUeudQBgwSgwlhvjiy9+EYBTppxCnd9bhtuqG1gFt36ODdJlBaWcg1cZfe5Zti0/hvx2ARCkgMqreFfCNbZ41apVq8hkMjz11FNlef+amhp8Ph+qqtJqp93alXEGk3kM0+KkX77IGb9dQTzz7tyBtd3x8usTZjchSVQBlbCW5jPzv8We7j8518O+vsWCt+KyWKyerA7GauzqKjMYQaog8wciEWRFoaG9g6v+cCtLzzjnoPdbWREGoET2v8LOrBlk5DZHR0bWZL539nwWTo4xoon7HffV0TZVRPUmF6sB4d1E6RgUk2RjtpY6XSxsanw1ZUHKzYPdfPfhTVXfFSZhSOLa7x2tTucpisK4VYNRkKBgkChEkSwDq2hi5oqYBaPqn5HNYxVNZEshEI6R0sL4QjHyBaBo4rcszIJBXV0DBcvPKLXkCWAVTQxD/A4Fg3ypks5f9JDUAWRLptifprAvSaEnhVk0iMVi/O53P+C73/01N954C5+47ANYsk5eGyEf3cuWwdcZjY8xqbOTzbvXkS6MMufQVs9+TVVcA8OXeHeOiuvj5cPi+LKKhNZ+cG0d4P9gU8L/N9sdr+1512029IyTyBXpi+c4/caXifhVwn4v8p3RVJ0/3GSvmhqjYnU+f1INq3Y5juOlbWJlvLCpC4C+dDP3bD6c2z78D9a8fQmyHqDlHSflcrncwRRpM0phMQAJJU1057PEaCCPQ2Rz2zQUTkAjqB6AeW5CQNNpWSwAQS1Zgt0hdncK9C7bXw0fsxy9txcpEAPAynm5GqO33gr42PNsEzPOGsAXMQjOnYxa6CGgOTleX0RH3/giCmBJGpJVRPGZFHbv4phsOyDAj69OTExNizP4anT63hCOKPnMM9TggMuABWP5MRIb76W2exXS8dcSVUWVkV9eS85cXt5WxnFcSl0U316HZBycV092nbgn8sibcPcHYdlVcMYvRKSiYQbj3dWANNVTXTml+EzkYo7WlrPpH3iQ4ZEXaIwshceuYeZYmh3Tw1iWQXf3X5AkhamdX0KSJJSKFZWkabRc+1X4xZ8gDXvGHvMyQIa3w2Sngk6JxTzdbTVbB0OSJKbedy9dH7ig/Fm5OeJeARq1Se0YuwSgHfjhj6i/5BLnd477spCln3I0tDkpsawhBkfOdlC7mIKFRpgUjYxgkkYiRG3eAQ1ZK8L4iHgOwsE6ZFkhEBAr9qZRMXkrmFzAE+XvuKf0hJZn2ZH38qS0HGxayObRzXxv5ffK20yPTWcsP8YrPc44CVkWZjELtiiam47WMWsOOwZHMDUfye1bQY4w8g8xZqWIwscXtHDbaoc3U3LI6XR1hKKU8gGYM2cOfX19tMoJXt0xzOQ6Z6zsHc0SCzmTcjqvUzQE+Cq971a7/vHZs0kkEmWRr1Lq5+iOfVimd0IuFkeB6eQLXkLqW29dxBFHPODpgfVuZlkWfevfBjWMIcmMj48fsMAhl8vh9/vfddLS9SRr130CXU+w7IiHkGVxX+TIxBGV8v5d4mBWwaT/129Rf8Fsnmo+lSXj6+iZdjx3Xn44t39pNSGlun9Vpc3MTuHN6EY0S+V9q5di5eM8bWzHsoTy9/fefwgPru0tLzwBQnZDwn0eDqLQo1c0ldFUPQ2/XFv+pLRENYBe9t8vrAQtAkAJUpfo86WlpgzUuraPMFguDRi5ZjH4FBQM1ICEpkXQCwXMoo6/GMAqsV4tE30oi9KicvbZJ/G3v83nxRff4ItfvByTbBkNrNu4nrq6GE888zRHHd3Jbbfdy9Spk/ngyVeWW4T8R+ZqelpSqO0Oy+RCB58q/J+MqIy5JPCvPM5RbPzo0Z00RZ2c608f38zpN74MQCqvl3PGJYv1vszzFwV4/isn8MdLRZlgKe1THxb7+daZh/CxozvLaaI/vWy3lq8TEZtXe45k3d44uroEVY3SuvFKFMNxbMcgwplKUQzLpJImtv05NGn/iqUA0xigRqrmqDT9QMO/QaLhdyrRDi+QiaScFWS+KJxmYNEiCnu6CS3/AgBWMUdarWZty7W1ZVJm7ZQs/PFYQr13lj/3x3TkjFBOLWrimis+k64LL+KYGx29kNoTxQQsLf8skZlOfja77m2hhmrbM/v6qDMMwg9fDW/+Ff55UfmzOu0m/PJa4ocmYfpJ7D7xt+XPtM5GJKlIVLkHX6iX4PwG6i+eS817puBbY/M43viz68QUcgUxodYee0g5AjGRKZoFhRSxmDiHXK4XXv4FbLibzn1ZZFd53/j4Dn7zm99wyy1/xTS94yqX72ff6q9h2hyPPWMPEz/KARt0v+bZfrSlhaw9UUrBIEqdAxCC8+cz45mnkWtrabjyCvtixsuKusEl3i7l2Q0biN93H4XubiwlCKf9EOY6uhqr+1fTlehClmQmh1qIE+VfnAtAi7ILGWgyhSMP6e5qmzy5onhfs+yxFaiIFAEcemH55W6fd/IaRacv45BXL3380rIUeq2/llOmnMIPlv+AqXb67b32/q2iO/Xj3IM5hwvQptc20DdzLr5THfLv3j0bid7zPb5pPY9q6Vx2jNhnOp1m2zZvRZeiKGiac6zlTsRSkZU7R/jCXWvLnw2nnXt926u7mf/dp1j8g2c48ifPkbO5GN39gxytdvH9U9r4202/4de//jUg5BlKaYFJwWqSbLE4imUZVSXJ+cIAr7y6nA0bPlclf7A/27tpAwM7tiLb0v3Dw/svG967dy/XX389zzzzzLvut7fvXsbH3yKd3k4m01V+X3ZJsEs+hfafHEtg7sTqswD6QIahv23gl1e9lx1zz+L6j59A46R2Yi1thLWJeR1uOza5BBCiYy37olw2dA6qS1biqBkNHDLJvUCxiETEeN7SX9GqQpLRD0Dm/3/KZAx8IT+Rhij+2jyq5kzvlmSRj+6jEOxFzwqAu2jRPF54YSUvvOCNdI+NJejas4cTT1pOLFbDxz9+AR/72DVIYYWMnqTgqhYqGHkM/cD9GdzgNVJ0nr+vhg+ev/U/GVEZs8OvPzv/UCbFgvxlhSBMnr1oEj84ZwEfu+UNXto25MkTV9rPT22Av5/OdIBPPEsq5HW6DWHhjBe017KgvZbvPLSRzX3OCiisisE+kBWr3+c2DzA9OBV/wtsjRs3HxIuCACoJJY0U34tPrnOg+AT2SXUFfYM72NcsUXOPQnapSc9bU5nU30PDzRr3zTieK6Y8CzgPna/ohNV/dciH6Gwf5ScnzmPsNqeaQFI0NNNAVzVUe4C2/vAHBA89lOIvTwCKhGUv+REgUF9ENcdBglyuAZ8MsuYN/8YuugjVb3+3aS7qt7fQsmUyA2tqyG/ejBV8B0sHWYWYXuQnQyOoRfuh6VsLQDHYxGFjP2Z2JM+9l5wBnEEgnuVrT73MEknl6sXN8FwdtdwOF78fNIXQoibY9jS84gJ/xSxoQfq+9z3G19tN9CJ70GM50v0ToxXZZ0I+VZ6A8/k+GHLuua9ollVXd+/qI5lsI5lM8urK01l2xL/x+1vYtft37N59o7jWLX7a+/MUNYkN/neYsnABnes3wrp/w3JRLr1nzx4em9pJuLGB9z7xJJuPOYYHr7+eK664oiw/7+voYPZrK5FkGfo3wh8dTlPs4o8wdp9TEbTvc58v67LI5x9K+kI/C+bfiKTU8MLeF/jKS4IsvXzScpTB51nP3PJ3O6MpiIPfjoWUAAmAJuXJ2lwR2ZQxC4aYnCprPZdcChtE1d92zQtUtuUUBrPVMuvHth7LFY1X0BntRJZlHjnvEfJGHt/Km2DzKqyBzYAAm+6fC4WdiGi6qZU7rJf4YGE5UStIytYfSnRt5dNs5X3nCKG9v/71r1W/bxiGxxmXukG3yknC5D0S94M2Z6Wgm/z0CYfUnddN7l69l5c2dDGt/2VQYferD3t+R7UJvxEtxTFtL1Ydx/oNn6a+/jhE3aiMp2kLMDj0BNG985k69dNV36208SERAfCpMjkgkxGVHhNFTF599VUsy2LlypWcdtppVZ+7zd39XQAqRxclds4M4g/tpPb0TiRZovHjglSe704w9Id1lbvCyhmcNLeZk+Y6KcZYSxvhcQFU/jLdz1cXdRB3Kd72Z7toDU7lpMwyZp9yNFbcWZwdUWxhNhrfmdxEY86iI+YAbVXyEQxOHKmRJJmsYYImi+iGyxoyI/iMLGZR3LuGyVPKxO3xgX50JUGvb4JqqYLB9GiQsN1fKpUr0jWSIaDJ1GaHGKxtwpQVwqTABiQKJqZVJJvZg4WJWlMsu3dLyQn+iWJQ0Ed48OGn+dCHPkxrwwy++MUfsG7d41imhGQqTJ06mdraKIGA+HIsJhbZL73yNIcesgDJsigtpS0s0vExahoPTjsn7FqsvdVw8PDjfzKiMmgj5+YaP9MaHWdVCr3OrajmWTIlxtfeNxefIvPHS5fy4jUncmGbq+T2b+9h/hMf8HynPlxRNhfzpgoUSUxgJ84TSpxfu38D02f/Gqnilqh2+LyACEkmlTRN2QQB+U0OZIbVyJxRwYPQ9knIDy3hB+FPc8+sE/n0SV/Bt9iitUGskgbXi/ONJXRa+3O0DObZGejg55P/innrBSj1ji5OfvPDDIbq2BNypO7Vpib8M2Zgud6rtNqpGSTJhGAduX5bntxXQSaWJUjYwc6aSSBJBCcLUJB+fTVbbs6w9b428uNigB+brU5tpUPtJIiQr3WOORaQSald3MkII9kCXP4UXHofzLLVaC0L/vUh746Gt2MZBnEXb8PHbgJ1zuphytUneL6i+EwopPDbJNFcrhfGHMdc75/HvLlCKTiVchx+IjFCX9/95HK9ZZACkIiqgkUhSRQKg/T67FTauAOg168XwC4diXD/B87nncYGcrkcDz74oOfYJFmGvW94QApAYMFC5q5fh2xLpLvF4wovrmdsbCVPvfUpjvznkWWQAnBo46FgFEjhPD9Hx8S9ClC9UtIkg4JexLCrNMy0uI5HHHKLd8P66XCViLDtqIio3Bf3MVyojgjM6ZnDI488whNPOGkjv+JHskusLWNiXsjUqVNR3chFgncUcY1H896y4yd+8zMymQxjrhTb/swtRHm8zxv5LEVle+JZ8rp3/H/noU0kur1tENzW2NjIQ589ho8t7UaVC4TDszjxhHeYPNlJFY+OrgDA72tC06ojEgMDj7zr8QNkbBGxkN30sre3lxtuuIFHH30UvUJbJeKS169snlhpOVd39rfXfpShIactReToSbR+bRnho72LPv+UGlquOZzgoiYkn9c/5ru96a9JTbPR7HTS8azmX3/4mufzFQP3ols6WlHhSG0pRtp5nicbYT6hBLD2pRj603pidc69CKm1+IPB8gK0ZDbjibxpiuoXn0JLGPAp4FOQYhBo0FECJihgWjqyT0H2KRiSgeVXytviU0TFo0+BgEowpJW31QIqaDKGItPQ2YkZ0MCnUO8bY5IywlTVQsLCMotOqkcS/1uahCk792wsMUpXVw/Llp3ANVcLwux3viOidr58I1OnTlxmXqIplZR4QZRHW3bqMptMEB/or+pFBJRbJUSk/2uQ438bqEQD5b4c4ICJORVA5VMnzOBTJ8xg8w/fy3sXtDG1MYzU+7ZnG2VoMzdd7HBG/BX9DybXedF4SBFodXqzMyhe3KGh6V7nEtt3En7fJDr9ghiZVNI0GgaylMZ4r0FkqWaTQ72Do2DORbcDZmrBZNbxR/D2z87FuupzHHbiUq7VxARsFiVSvU6EYP62FAu2JPlN8Q8MbYyQH1eRI4JIpUurWCXp/OzwS+iucfLd3VIISdOoufQLnmPQr95AokMo2Wp2XyGrczm5bjEZBhuK4Oq02nBYGIbsqhhb0CswuZbIJBcgsSTGu6r5ISUbt0FCg4uct2rlqyxU+zjb/46o5kr2U9y+HqvExk8NlDsDOzva6+F9APhrdOpmpqnpzND03hmEr/w1dTanQ22oF+W++RR792YZHWlHL45juYBKRKonZjeSzGScyaxYCJLN7SWZ9BL5iprMqsNjABTyQdZ1Hc8bLMTKjYMt8jQ66vBt3HoX+/btY3Op908hA498Ef5W0SZg/nkASD5fmdfiNnVUQhmAnrF1FE1veLdTbUY/7sfkbLXY4zs78R0vgEwJqLhjJaYloedV8qYAGiWgUmNW8H8iLTBpMVxwCz0zTwKgI7r/nl7HTz6euE0+ffPNCvAerLOPwwGF7v4t4XCY0x5/3POVDWo36weeoju9GX/ROyHv2uZUbM13lZBXWimiAtAie9OvvfEsG3vGeWjtxBV5dVI1UfOss85ixowZnH322RzaHuLoZqFI3dJ8Forip7ZmcfUx1BzKkiV3MrXz0xxx+INMahOp0Uy2613VcrPJBK/863YAAn4x6b/11lukUilWr17Nv/71L89k5I6yHChFBNVl++s3eKM7asxfrhJxm9YYpOHiueVO3SVLr3SAj5kp0rFLsLkShRHWPvc4idwIKbsK6I2hxzEtg+G88D/57iSvbnC4I1MKzUwy7N+24IUXHFBnWga+QJCQX6HS10qSTMG+pA1KlkZNImLz4soVOTVivOuuNIlZLGJW8NMCJWVsVUa2r4NpmaSNNEgWummBqlJiqCqYhAydwJhdwVbhxywsEukhLJc8wK9+9Te+/OVPIcsamBa33/5LfvObW+nq2odsBJg+bRpLlswnHhfnsHv3PqZOnczCQ4Wyr+RS4pVkKBYKGIbO+OAAuVSSXEUXd4D6D83FN62WpvOqCf4HY/9zQMU0LUZs5djGiB9FlnjrW+/h9W+cQtDOk1YClcUdMQAU9wPU+zbbmMYeHIXMU2c4q8vpFQqKU1wNue68bBGWJSbfo2c6K/+R0QzYpa49C28qv18zfhSGvRLLKuOEbEcz0NbCq7V5GrXv0+q/nIhyb/k7RWsaw/nfEBuD+UcNUte8nYCm8N33z+eGM5wVS/eLDegZ7zAwChL1D48zvLGGfSsaQLObuIUKfOfoK9gZm8yWOidF9bu19oTe5KQB+Nij/HxVmmO3n1su6wMw6xdRdJUAxqZn8E2dyry/fhLfWz+iPL3VCMAhBeuYfKw33J/q2z9RZFgT51bvIizu2eOQp/XNj5H55QXs+NJf2HPh2Zij/XCHXbEgazBLiEIR7yZe0QJAkkELm7T/6jc03vgoaEFavvkNOv/xd6bfdQuSLMiR//73A2zadDK+tITk0nQIWVGCwU4ikXkUi845FApBcrleUkkBLFRFgJicX0G2+9Ts3r2U/uEZPM4pjFALObHiTR2gIeSrr4pSYXa9AG/d6nxw5q/gqhfLzfsA1IqWFXqzuA8t3/cRyZjMDRh8cqpwVA0Ji6mf+Dk7P3cD6Q7RLiN79z0UA7MwL33MFVFxnhcpJ1HMquRsjoSRKpavc9lO+S6U+E8LPkBcE/dwfsMBQIEv6uGHuCdQc4roQeUGKsVhp9rKsiyiyRRtPd7quPXaXmTTYtpQ3PP+kw+K8RCLxcrgYSLTNK2cptEt76S7oWecs373Cjc+O7EQmyZV53MXL17MRz7yERoaGshkusjn+5AkjY4OEUlpaDgeTWsgFHKOp67uKKKRucyYcQ01NYcyZ873AQnTzFMoHlgv6oXbHI5WKCQWBUWXuurOnTs9fdYyGed5TrmExkZGXmbv3tvKk6dpFshm/+/1ZyutzEuW3TKGPppj/Jk9pF3E5+0JR8Dv6d7beG3wYbZkBLdo1AZLa1btY2CHsxg5PO0dZ+eOOa1dZElGC4b5zNKnuP64H3i2syyTon2ffZIALqqdly8tFiXZQlbNslCbaZqYmkVO9i66fC4K+a5MDsuy6Ep00VOUsaI+LBDRG0BGRFHQJSRLBqt6Oi9aOQxLp0iWF15YxUc/+hVuu+1eHnxQ8Iksw2LtW+K6nHvuJ/nlzTeiKTFuv/2XfPe7N3LHHY9x469v5cEH/1yOpCiaC6jJFnohz1CXsyArFqoj3WpdgOZPLiS05ODbK7jtfw6opAt6mfkfCwkH1xDx01LjTBxumeZvnTnP8xkAlsXIvh38k3O5lYso2IPRp6d47isn8LmTZnLBYd4V6oL2Gq4+eSa/umgRR3SKyy5JGvXROj55ggArC952JuTbfA7PI/rmMowRu9JCFg9ZSpZ551PfZvKXPoeeMVClYWLabbT7nf41utXJtC0dIiLZdbdzMHHhLOL5ENkRH0bBOwx6V3lLPCWfAGADqkNSe6pzGd2RZnbWTiLut69X+2FQM1l0tJ16LH9+eRcJwrxZdEThkoN+CgkV3SbrRtryqM3N8Ox3vdc4Z4d0o61IMkQ7nJVmPq6RGZq4nDFlCFDkrqwwXDoGb736Msm4cA7Zd3Yx+OWLHfXVmadAkzhWa3QPQzf8qvy9tlNcv9fuEFAlWSZ02GEozQKw7sN5EJW4l3QcsqJIkkRdw6nouvNZoRAkl9lHeofgZjTaVTCZoExT65ksXnw7mYyTVtvAXCy7WWU+7410fPKTn+TSjxyHquYZHR3lwQcf5J1trlYKwTqYfTpMWgJ2yTlU674Ytc6qadpuiU815ZlnrOYH0yfx8d6ZyONJzEyGtL3q8ufzxB94gK1nXQmjdvTMtb/IoyrKKORtoGK6gMpzoSDvmT6TP8SasSyLeFHn4cE4Y7k4AAub3CJ8cNMJTqPNvJ7H53PuTYnQ2d3dzevrtvAaSz3H0fXhS8htEffbtFd+iukFB6YvwOI9/UwbGueUyz/NIcefDEDKzq9fdNFFBINBzjnnHObMmcNHP/pRKu3LX/4yAKpkccHiVv5k9+TZ1JvAT5FDlT6CVKekQpL3vWOPPbYMeoAyUTYY7ERVxYJK02Ics/xljlz2KEce+SQzZlxL+yRvKlOWfeWqn3cTI+zd7nBnlP1U8WzYsIG33xZR5VLpNHiByjubr2Xb9h+yY4cQ8RyLv4FpVkeMRkZexjAOjlgp+b1AxcrpDPzubZLPdTP+uJgsdVVnR9KJeCthP12BJA+2irL9sbwAppN6MpzM/quNOgpOSa6Egj8Uolm+t4pWBZSBiiZLgIJil7YbLhqorFrk8vb4N3SGoi2Muzq6gxeopA2LkfQ4RsECFMDWurKF4hQbDEmm8HmS5Y3OiN+3r6tkcNJJR3HHHTfQ3f0q55/7fvG+bvLJi65mZN921r/8Btd8+ov4tCY6Oo7illvu5nOf+xo3/voHTJs2WXSKDumoQed5kRWrSkdFf5f037nNsQN+PpH9TwGVkewIW0fE6tqnyFXpmZIFNIXXvn4yK792MlccN716g71vsLPgrED3+u1IQj7JjKYI15w+p0rFUpIkvnzaHM6cr/HqSiEBr2l1SJJEk93dtHPUmXQivhmMTRFOV8uJB+b1Jon51JKWg4wqPo7s24TP1EnstXkcIYXcqIJ/7Obyfgqpy6sfrLi4BmbDdOQ5c6m7/gYGDv0kjxpHcWT2d55UEDhAZVVgMQBHT28gr/r5zMlf4XMnfol8aY7zheCzr8MVz1J01YH+1PgQpil692z95T8AiV0ITk+oRadlon5A258S/zeKUGHbsjidN/2s/LEbqFiX3AeTlmLJKj/YKbavdwlIuYFKD22sGT2k/PfYqn7GtoeEMmvjLIiJ0LHe7W3UFzvW/k64CWonSEX4wqAG6MVxbkYiUgaxAH5T3OeuzDjFogNU9IKfJS+uIZ0T0YXGHlHdZKgykchcLFOnWHRSRZuZST4uRLDyttrx5I6NXHrpdCKROHv2XMXSwx4hk0mzdu1a7l4zioEEh18OX90JtdVpHiXiRBHHLtORXFkP9+ua4g5OCMyha2onOb+ftJ0e8+fzou8QENqQQLJM/H7nHsk5CUOWydniY2P3bkPvG4QXr+epcIgBq8DNa67n1u5dfHjVg3z1hc+ydUxMmIuaFvGhOR/CL0lc3ZzjkIgTnUwUEh5exGuvvcYPfvADbrnlFp566il0FE9ExQLG/i3SnsUeMWG3Dnt1RuryJq2JDBKw+PQzee9nvkSooRHsMH2JpFxTU8PFF19c1dsMIBQKUWvr27y3cYxT5jaXfcKx2m4O0/Zxsm9HOd38uZNm8vJXTySIF3jOnTvX83cJqPh8XmViRQkgyz4i4VlM7fwkilKdHi2RvFevPp893dWk4JLlXeXXWsQrajlt2jR7H6t56KGH2L17tyei8sgjj1AsFrEsk4JdJj00LJRy9+69DaDM4SrZ2nWX8c7mazgYCy9rxdcRpea9U5Gj4npaFf2U9OnO/dYiRRae30j9hz7PoK8JE4mhXDdZyySwn1LbPm0YA9MDcGVJxl8mX7u+ZwmQb9jvqZKCJCmoNlDRXdFkSbEo2E08DV3HlKqBhVYBXrWkSovupNlrAinypd4+9m/IurjXluy9DgCG3XW7khoioZT79kiWjJ6X0SS7clCRkCSlnNKT7Q7VkmKhhat/wxfUPOkg4136Q918SCfnt9QdcJtK+58CKifefSKXPXsekpKmJqgesOa/rTbo4a94bO0/6HetnPdJtuPfXx8W2/KFYVa+dmL579IKx10SXbKk2YDud8KSb8cUPrs0wm/n/oJrZl9DIe0cW5e/GQtYd0gNXc80MfzS26jp5wDQrWlk8wvEhtkxQXxKCqJg/bR5zHnoAVrPOZOWD/ycw655kLs+cnTVsUiaeEAH7RXlOYuFwzNkBSTJq+Lrj4AvxPYBZ2W1lln8cdMZ7Hm2kZqceP/HvSICoWg6gWnVzQHLpcg2SFI0i9BJZ9H0pS+Ja2kTaq9obSbbeTQjH7qTK1t+xNnKSp7xfZU22Zl8Ksl/suGNHvS/FWPL3ZMYWTkMMZHSKnQ7IerA/PllwET7YVWS0ZZly4hFW0m6yKXPDZ/BH7mUYkmZceXv4IWf0pdNeYBKy16LXEAiFRHnVJPU0QriGLfv+Cnr1n+CqdNEmbyEySBN/PXBN3jgwbMpFMS+29q2IskjxMcFT8Pvz1JT4+hp7GAahJtBrnaOppnH+PB09DqL8Qt1skeYKM1OpZdSoRf2VirN60cdxcsnHE/ODkP7XO3tJ/X18bn0rTTknAnJREJXHKAC0P2HF3hvS225eSDAr188l727vo8v50QUa/21fPOob/LXxcuZ7jc9k2xntLPq/rrTP2+wGNMNVCQJOdpIvjtB95VCKHFWJsrRxdk0qzZxPeg8W5auI0kSWq34zK9pngjOgey448SC5JVXXiGdSnLvp46mNqjRYV/QJjnNXz56OE984Ti+dOpslFycSnpGpXaJA1Qa+U8tEHCesx07fjrhNsVCvtx99/RPf5GFRyzzfN7R4QXpo6OjVboyzz//PLruPP/Z7B7GxlYxOirG8CHzfl71u4ODj1e9N5H5O2to/uxiak7sQIlNnAKW5jrvzzxrD4XAY7Qpd4EkkZf95M0sfzS86S935+Q3Iht4Jfq2l4kiyQRs3ptnPCFhWUXMckRFRZKUcrTDQEWxI1+yaiJbwl+kKyKhflmiXjVR0WnDiXjpEri0JZEVk6JNSC9FbWRDnK+s20DD1JAN4V98tkyGmwALIFt+jHEH4MuSjFxCMxWDULMj5lrIec6MglxW5FbDSYL1eWS7zYNpGFj7aZQKYtE+M/SfNSb8nwEq6aLzMMm+AWomaDB2UGZZsP0ZsjgPQ1yyUyIHACqWZbBq1emYrnbdpRVOW61wjHkbw/+4/S/EjSZ2J5yV78umE459oOU9JLocCbAnjdN45ah6si4BnUyfE0XIZsWqLL9uEz3fXUlys52qCXpRbVttkIZ91fospYjKoE0unNEc4d9XHcVvLxZaBIPJPHrF5L+xxzu7PdB4AnrWOb436+eRkewJasO9oFY4nZSdb170YdDCMO/9ICtltdX8uLh/rwcDJIpJrnjh87we+APHhh+npWeE+b/4HC9deCGP/upXJCcgd01kg3e9BLEpWBaMr3PScO03/hqWfgymHgfHeAnDlmVx++23c/PNNxMPTCGDF9yOUkd/yHWdX/oZO7rewDCcyS5v+dkxzQE4gbxJMSf2k8sJwNTc3IWmZZnnE+NgOGmxft1hWHa4V1WLFPKD6C5VzrY2R+/jJY7ECk88uW3a9BV2ZH/H4I+LpE8yOf64t5j9Y6faSR7zOq5d9r0aq6+naPNDSkAlP9tk4IcFUg06sw2n7Fm3ib7jRYds6StOokdT0d9FJCzmjwHQ0S66M4+Pv82/zvgXF8+9mE/M+cQBv5skwhoWlP+2kMiutxj6wzqCR30HuWYywVnLmW90cMo8URGVc4m3GfbYke3S1GDAcbCWabL3nQ0UchM3HjzssMMIhcT3RkZGmNUSZfW33uPZZkqtSnLvFnLZDK+8IoTquow6rGCMKVOmEHaVUMP/94AKTNwDKD0qxr3q8zP/hFOYNWsWQRdwm1xBuh4dHa16vl5//XXicW96ac3bl2BZBooSpq7uaGomIAAPDT3N2nWXMzr66kGdj1pbDRhz0W5iLq6gv1YAAr+xEoC8XRHUldrE2/ZE/8rA/c4kDQxpY4ypXv8lSQpa2PapFbwjE5lSlMWnBoWIYzn1o1CUSostAVRG0zlGU97qtVa/RkQuYlgQIEcIMV/psvhXMh0NvQxUDCRTpSAVGdLG0LKNqPlafOk2sNNBWshPoEYqB4EUowY1H0MxIli2HEVGT6LYqruST6lawCuKF1ToOYVCwoepe+GDrLqiKvvpb1SyzsD/v9fPhDbkapCGXKRmggZjB2XJfkj2kndpI4xbYiBmN71D/09+gj7qJX/G73+A/tf+gW5rM9gHwayZX4Mtj3NYeIgA4LdH0+rIO6zpynHjwAIsy0If3kaiQsQpuMYRP7tiYSNqbCZuxe/Cdqfsr4gogR57Og26xfj2mfZOqsNvGbtyIjI9Rml0Sz7hbLfa3VxrAhpHTm/grEPbCGoKhmnx5Cav8uLGXudB//zJM7nxO07OfChYS0YLklDt8PUjV4tGhW4rRVRq2+GabXDhHQD4ZwkOSX5c446IiGqN7d7K++7YyhFbTZ72heh5tR5z5zgvzJ/P6kSCXM6776J2gHtf28H47iDjO8WDW3/55fg6OqBhBnz8Uehc7tl8ZGSErq4uRkb28Vp+BhmqV3kDfq/8dMde77XKSj6SdjSlX5rCM0e1MpT3fgcgEhmm1l+tIyJJoChF8oUBcq6y2vqGvUg2ObOXVl7YrbNlyxZWrVrlqfwYHHLKen2+JjQthm/yZJq+I5oaRl5SCL/guArVXQ1jOzVV17Eki7HLdIwG2HFkiKjmHIthr9KSOa9q6nEJr+Bc1bkhEbX7psRiQqDNsgrMiXXwjSO/gc8siccFPGWysmGgFQpEkkl7IhFmSRJqq6jOk9QAgUUfRm0RJMqGOXZZeSCAaZ+XaZfpWppdeu3ii6x95nHu/v7XeeT7E6QuESvHUhfisbExUqkULzznbRj4xOOP8fjjj/OLX/yiXKV1/GHzufaLn+Wyyy6rmjRK99fv+89JiZVApejqiZNJjHPrlz/NM38R6btIfT2SJCFJkoc0PHPmzHKLAICNGzeWX5cAjWmaDAy4eFEuCwanIEkShx92N4sWefvHrN/waUZGXuLttR+tEkGcyLQ2b8GC7htnz9HfYe2mc7nk59/n4791UsWaHdWI2f2Qlo+9zrVWmhf6/kVPxkts3hbYw8rJm8BFDZCQySlP2n94eTIlET5JssrKrardlBIk8pYs4iuSmMxHEz1oFSJYiiRRNIrYwq1loKNLkHf1TtNRkGzeiYJBAYs9/j7iSpK8ZKDm65AsmbRd5WOYWWS/3XzTAoq1qPkYVs4mOGOSM9IokooUUFEbq7MIkuT1l3pWxbLA0r3XIRSrRbV964HSP+ue28uu+3fv9/OJ7H8GqGwZdSISwcl3YITWsHF44wG+sR/LCMCQkx3UvitXy9ZEJ11fu5mxO+5k/CFHqCm7aRM9P/o63ff90LObk07cSHB0CO66GOUPy/jeKWICLqCTk/JgBOkGnt3wd7Kv/Y59zU4YPVAx8Ra69zJ//q8pZOvKeVUrnyDzqqiNN4KCjGgWKlZQtix+yfK7dzP2j3+gdhyFtPDn+OacCVoQyUbUcXvv0YAYoLIsodmKjJ/759tlKXCg3NzrZ+cfyldOm8P89hiZr3yLYlMLP1omqhXy5gGGn0uFFn+k3HhPm9SGHAyABUf8VeWozSZc8CmO22Tx1ftNBnoEqErU1Ey0VwB012Rj+q1y/xeAYjzN0Ebnuvg6PeL1VdbT00NL63aWH/NvunxDdFPN/xjVvBPE/KRXJ0IPmpiKhGlY9KX3kUg3kstV98GoqR0iEIlXve+XRSPHZPIdenudxomqqnPUUfcwXRZO4eXNA9x11108+eSTPPPMjygURjFNr0Nxr9THlzkk6PDzCgG/OG614P2OZJoohkFuqYnpEgXNBp0ImmHfv3RugFHDATBHJg+tOp+C3+EQtUfakSWZsbEx8nmjTCAtRRb27RO6J+FwmEMPFfs69YhlnPvAg5x//wOc+djjtA+7wJ3fW9GnNMzEzBpIfoW6ObbuiixTsNM7xvg4plkEu4eK3xUWf+MhUWXXtWsbyRdeqDoPgDpbJXhsbIwVK1awcuVKz+ebNlX3ljnt8LmE/dqEqelkUvisSHRu1WfvZpVKwAWX1P76Z55gtGcv3RuFsFrDZKeqb8kSETnt6OhAlmU+9rGPccopoiJm3AZynZ2dXHfddRxyiLh3Y2MTE3ajEaEHJUkKkfCcCbcRx1YNyN2m6ymyczehTNYIzKmj/pK5GM3x8uebdl7E0JjrWZDG+cUFXlJ2TWGQQZsXtiX+OgC9mZ0sTyzi2lO/QdPVLtK8JFOwRDrS7/dex3JVo2mV0+DB4BRUW3qhYFmUdM4k2SKatUTa3GW7B1IMpjIUy2XHdtWQJJFyCWNmCZO2xfMVjDKwAehWx8goeZJKmkLp+64+T7kxPzk79W7ZGj6mvZ0sKShR34Sl4UqFHHcp5UMFEVlW5XI37WLFHOW2V+/djrnt4Bp0lvf9H239/6NmWRZfffmr5b8l2aBL/jMXP3Yx4/nxA3zTa4VCgfUb36GIQk7y3rx/1ZxP9xSRvx28/np6viw0JdI71zHwoyKpM51JvK7uaNHjYuCd8ntzNPvGSgkilolliv37k/1g5OlvcCaQXCCA7hroem8vu5nOFTV/5Q8fuLT8vmGTZi1qSOgXY1WCXHdExSgy+qtvAxBY+nHx2/POJnyMKNcdEN0gAK+Y3SK7dBvwcFV64+K1m+dz2JWXsHDFi3zk4++jlRE6DadsuGylEOy+N+DFn5X1QpyPZXyNzgPy5Qe94Ou8V8WTO9jiXXHGGGdOn9DB0DUBVJKnGfT/ukjq61IZrPRe81Uk1bm2WuuB+6MMDvYze7aQoJ421ak0+DR3cCTi73Ep5vnOLsQkMMfub5S1jyeNRL0CmUwt+Vx1H6k5s8+ifmp1SWzQ1iZxS6dHkuJmq1qRptbqdF7Xno1s3PQFz2QFXqCyQx1lnT1u5TTUvFVH7Z0KVoXbUCQDy2+Rm+/Ngw9nnXvvbxMheMXQ0R79Pn0b/wjAKYkj+cY9Cu3DFmbTlYw3fp5M7fvL31vcvJhNmzbx29/+lr/97W/4NHF8icQ+fvjDH/LQQ0JTpKGhgdNOO43rrruOhQE/mmtFp7k6yAaO/EzVtQDwTYmiaGo51ZK1owP60BBr3r6EqYvvxOdLo7pAbcHFzRi7804mshJQeeWVV3j99dcn3KbSmpsnjpboerLcLbkmunDCbQ5ksdrDCIcdHYt83lkMVIp0TV/qcFNmzJjBpz71KS69VPiWYDDIMcccw6RJzoRdahtQIhonkv32tl6l7Rkzri2/9vuro4Yl043q9h+JxHreWnMxqdRWtm37Phu3fo7EaU/SeNkCQoc2UfdhL6m5p/df5dfZbDdL6+7mxI9eUX5vWrqr/Hrd2Ivc3/Vr+rO7OTd+MovqF4LPHYmT0U3BGZzuOgegHLGzLIlhuz2LptUSUoSfypuSC6jY52cvlqIkkFMFsCwkJV0uTCgBlZwvR7ECEJSAkYJB0fvIsU9O0K+NuHpaiRemEcQyJDC8XzDsSUFGRtpPGwDJRfp1N6esTAlZlo5mPzfF/aRDLdPCsiCcs1B1a8JtJrL/CaBSavk+kfWkDlyq57a7/3kH97+ymRUsI2dV59jGXD1WEo8/jqXrxIdXYbkwzeJFt7Jooa1TUHAexjkFcRxhRvjK6BiWEeB9u15jydB2LGAo5mX5f/baH5AICaeqDw/zrW37MIB733Oms1HRyYPmjMVYVBxzqTzVNOHO88isEo7UTUavv0x0dt5nrw7+eeWRBDRng++f7WgPuJt19cbFaw8hOT0ChTTT6zSe8zss/9HAFJh8hPgj1AhNYtXFiz+FTV4tE4DW9+y/B0izPScNVjj7JkZQ8vYqQ1WxJIvU+8TfyY4CxQ5xfpk336SYcJx20F5N7s8y7pSiS7wuSI6w3WIsa7oqlIBeBPiZRZc4Hr+jwVCnmmQytRRcOiumHXmqrW2lY9GNVcfQavXjz1uUnNKSdePM3uWMrUBtvOo7+XyIsbGVvLryWM/7JYK3aZqsWL2Cl5eEsGQLOSeh/mE74dcU8n6vg1JkneHrimSPEtdNsR+3nAtMy1FxbKphgmUS7XXIysu00/nSQzHmtp1BIbQMU3aiHpHAfO655x4sy2JkZARJFiGbdzav8lRzgUi1BINBzIw3/++u+kET41Ft9Dp/rUlE4krpI2m5SPEV+wcYHxeaHI2Nez2lzG5uSm7TO2TWrCFR0e+mzuUT3Me5P/vEJz6xX7JuIiH6MwUCk/H59v8M7M9UNcqCWf8gVnuUOH4XSHWvpCVJZt6xXtXl1tZW/K77LstymSwMDkAp/Z9OC45ZODSzvE1n56fx+50ye0mSOOaYV1m65B9Vx2ro1fpAb64+j3j8DTa9cw19/fcDsG/fnSQSItJR1Pe36BTntq/nTg4781xmHy2Ouy3vTcEWrQK7k+sZLwxjZopeYTzZAHQkSSUUnOn6luSUIJvertBhRTy3BUspVwVJto8wbKASII9lgqSUfIXEQLa2nPpxUwwqTcFANl3jwFKwLDv1UrFt0dYksirE6oq2arMkKXCAfkX+QBuy7CMUcoPByqICA9X+nf2lfnK20KME1GYO0AOmwv4ngMquuHdFabkmjuHsgZUUS2aaJju6RJh5NQvL7dbdD2s24M3v6YODpLLeBmZ1dctRSt09S3LxgNkjHLciDbEsm+eq1zZx9fr7xGbhSDkUXbJtndM554a/MhSr564Fh/FmolpaXI9ZZF65AYCCNR9cQMWyVCf1s+l+jO2vUEjaioeudEB2g7g+Sxe38sI1J7J8hpfEN70pwrEzxXs9NjhJ5Iok7bLZSSVmft96+O1i+NvpTM5tJSw5OehxqQZOFnwIQg1w4nXOD9g9fAAY3AJv/IVgeJTWI+JV51s+5kCAXnu1Fx1P0N67j/caL6DYedkdU+bR9/3PY7l8gHxodcpm1o/OQDlACgkgl3NWpZpWwG/3xwiTJWTHoGSf49heq59HliASJtPpRpZ15swV5EGfBDUK5LJRkglxTYtFH+mUmOw0X547v3Z11THMZhdHrHEqxGpSOnXjOtO7hLOXItVh2FSyoeo9AJ8tu75q1SrUjSra3uPQO52qnKKqlqMNJdMlGd21ONb2CAfmBui67WrG6gV4sTJDYNldkxvnMmVwhGafeKZMtRlTDmPKERKmkwYCKOTFTuNj3mjcrFlOpMCIV05Y3vJkOaTS/JnDkFzd0NWmIJn1QwTS4jhzdTEA8oNd5W1MU8ayozOV6q6FxDh7PnwJPZ+/mtxW55mfCKicd955HpG6kl1++eVVVTVuSyYFUKmJVqfLDsbGB/v569VX0LdFLIrcXZazSScUf8jxJ6P5D9B90zZ3WXZJjbcEVIpFkd4LBqcQjYrFTPuki6i0gL+VurqjaG+/lJaWs8sRn8qISi7npAuLBe/C883V5zE09AzFoldJumRLFgt+m64nMc0isRYxWDuMat+vW0We7PkbRqrokXWwVDHBBgKTkGR3hEEhYdj5TtM7JkpARUctBzLUoI4kW+iKrRpuAxJJcYCZXwuXBeNK0UtfRdk6iCaEpqkyq24WlhHG1Guw9CjtkXaaQt5o1Ug+ia6amC7lWguLgmH7KKWaROs2v6+RSGQOihIkGBU+MRyrGNuWgWyX8FdG6NY9v5e7fvgGr9zr8IHOXbV/scrqc/0vt6JZ5N5tIpesJ+eS3PJDUlt/QJOyGKgg2R7AXnvmwfLrDCEMm/l9zDHHcFabGGy5oPfhLvb3k1XEAyaloPmRDmTZRUBKusiGO4QTUqUhGgom79+xpvzZo8eKfHCNXl29ctFPb+KmC72CUykbMBWnWJiZwarvAJhEwSaj8tZtNkgBtbYWN6DJ74gDUNsS9vRFcltJC6LHjqiUoin1YR8hnworfgV/Og7yCRjYwOTxtzzfDxTGIGs7mWAdHHIuBO2VQsLVc+Wui+Hxa2B4K/6oF7EbskwqHGbHzBk8fO45mIpC3egoZzzxBMe+/CqBoRxyVsfny7DslHuh8Vee70c+WN1MTTXfHcRWdqqtq+tjCRtRMAliN6BzdcMesAXpIlKWesYJhePlz0ybqZ/PhykUwrz+2vG8tfpsirY4XD7ZTyGbJbRrY7m7XjA4jm96D2sPFc5D0U1U2yu29duaDQFT9FkCWuvfsX8jQrFYvXIvSfy/8eYb4nzy9cTOubz8+XBjI5YsE3FFj1TN60R9XcKtGH7H8SXtcd9TU2CbnTFIPSsUPpVYJ8gqTXZvH0sOMtr2M0bbfs6gq9M5wJ49YpyU1FVnzpzJOeecw2GHHVbexoiLa5pZMB9OOxV5oZMmsYDg/EbkkIYcdJ5FrTXM6D+34BdfJW/3uMmOO4BIlnUMu1lfLu2dSHe6dCFyG5zS6omASjAYrAI6l1xyCVOmTKna1m2ptABA0eghB9xuf7Z77RqMYpHEgJgg3BGVbMIBKsdfetlB7c/v93PssccyZcoUZs8WfKZSCkhV4gAEgx0sWXwHxyxfUZUGctvcOd9nwfxflzlIlRGVbdu+7/wxQb+Y9Rs+RV/vPVXvS5KPurojKU11xWKc2mabi1QUY2vqoqXMP/xkz/f08ZwHqJhKwT6fTk8bBpAoSvZzZD93pXsbVGQkSYCNUvpGkkGrcTRUpBK4cYm1tdXWllM/5d8HIpbX1ygYmIaKT/Eh6XXlfUR9tYR9Uc93DQsM2cK0DNJ6grQ+TtxO/UlIyPLBQ4GaxiaaOqeh+QMe3pNl6eX9WIbhGeMbX+phpCfFttcd9eCPfHT/itOV9l8PVB7e8TBPdD2BZUkU4svADo31jAgn9cwzaxntOwCysyw2/fFynnlt/YQf+3w+1AEBIDK1AbYePo23DltKzu+n0N1Nvk44tPq/qqjPjmK5pKjdk7BuiZCoIg0Tls1yTTrAv04XarOqriMXJw6pue39v76Fa3/wFaRhCbW+ElyIyUs/7GuikgUg3EghYavrtkzMyVCi+y8na68TE/G+MRHVKQGWSbGA6EL8olezQXnhR56/G4xByNjkuWCdqCR5j61Uu/Fe6F0LegFGnciYr8Z7HV47+mgee/9ZvHX44eX3Ii6VzOyID03XaWzsRvFV50+LmjciNfm4EQc87ceSySS67iX9zelcw/t4HqAcUcm4NBMKdlMQrXEyfGuQ9x3nPKyWJWNZlPkp0j6ZYjGIbmuubFslqg6UfI7wzg1gFDn8iIfpn6yVNVj8eZOiKvHm4loUwxKOUIKmpt1Ikkn79G3lrqjpdEzsT4lwyCE3MHfuT6ipWSSE5Aquqovlx5dfjjYIADk55oScNZ8rYmOAb5ddMePC7QN25UBBM5k8akdc0oOY+QSSoqHEOmnyqWimxSVdBf6wxseUXJiRnDiOyU2TmGI0UsyHkQwfNYlasOD9738/S5Ys8TjaElDpOOZY5v32t6jtDpnZApR6cT3908VK2De1Bm1yxL5n4rOsre2S7nUI9z45RXJMAKTksHeBMxZyTtad/vH5fCxdvAi/5hxfKBTi/PPP93y/rc0rgjaRFfJioiql5w7GBrt28cpdd1As5BnutpVbM2KsuDkq40NiAnnf575CqKbWs498fpCxsYn5Ne95z3u4/PLLy2khv99PY6NGY5MgqQaDnWharIrIuz9TFDH2DVdEZXx8LUPDzjXNVzSMLFkiKXz0lI5PcPJJ25g541rR+VtS0LQYAMXiKLXN3mhD3aR2Fi7z9sEa2rWL/F4nMmcqRft8pngAjIGMaafNJBuoGDb4kCWJgB2lyLs4jaadOpcx0O3eQprt7zuiHWiKilYBHGoo0hHxHrc/W4dlSFiWN6FT0E1PpU7pcN/ZuJUf/fwX1E+bzAlnvZeubgHCf/TzX+Jri3DhhReyZo1YIN97773E43Hi9rPkNkmWyx2gfT6ndYNlGUh2RMWyrCow7ny/iOZXmDz74NOX//VAZc2guPCFkRMwUs5KxLKVPnvSg7z1ZBcAhmtVUbLC8G4e7t9/KaAsy6j9cQCSwRhrZy5jx6xZvHDySez69fUYdkpWGw1BsUih29XbJClSP9kRDaMMVITzCDYJBJ8KhkjbGg7H73gLdfWB2fAle7PpcLaG5qG2egd3QBaRm2LT2eS2bSOzejXJt3bSv1o4J7VOOBQ57C09OyBQiQU5W15JW58QmStFVBaFxuCW06HUvXbuWZ7vJY++FtOS8FEk2WtXZZV4M2HXNd90P2y4G8uSGS9+jJyxFMXvDS32dFSnbvy5fFkxMVt/FoFsDp+vOkUGUFScaFXDJy8g2p5nOJmnq6urqrw5nU5zww03cMMNN5SBSm3N8UiSD9NXZOtccb9Cp4qy1Uw2h3Haj9GReF0TK5262npQ/TRMcSbR3p45FApBTDutKNs9M8oRlawzOcrFAnNbnqo6j+l7MvRnIyRqNFYsry9LPsyctYojlt1PKJQkGBTjPJeL0tBwAsce8yptrecSDs1gxStHsG37T8imHTA3apo8uECQquO1MQBaXYDWpznbtoROA9v5mu6Iip0HKqomqw9zVQONCEKxXD+dBp/Kte/k+dLWPEeMGtz3SppvvikRsvwcac7mtOIiFu87j47V17Fo10eYQaunASAIB1kCKkosRm7bGO7SCAvRdwSg7oLZNF+9hIaPzyf1kkjrhmzuWT4aRQ6HGaxxIjo+JU2ukCebSpIa9aYfsj7neUm/9DLFPmcyPbt5H1cXnd5dfr+fQw45hG9+85ssXbqUpUuXChLveA88/2NvFNFlhWJJQ2X/Xcor7a7vXMvrD9zNin/cRs8WEU0r2kAllxXRoZF93fRt2wKSRMu0mVX7WP3WBax5+8OMjL5yUL85fbrjoyKR/Vf2TGSqIgBjUU/w5uoLeHP1BxgYfAyA2trDq7afO+fHVe9pvgYkSaGz85M0N4txq2kislUsjlHf7vUVwWgNNYFGljU6/L777vghI3c5KTwnojLFUylXFn/TzXLqx3ClgCS7mafu0lcqN4tFx7CjIKadAtJsAm7ERXoGaDVD+BSvD1aLURQk0nndAwoKhuEhvZaewiWHLuFb136VSz/0QQA67Qje+e8/mz/c8Dvuueceli4VlU4XXnghdXV11NXVlcvUf/7zaqE+cMi2lmWUtwXKTV/dx+aPdTPrvKs58qMHN5ZK9l8PVDaPCm0CI+sNO5pFgeYSgWHi/RnGH32MbcuOZPTOv3u269m5mbxLG+O9vFj1GwFGCQS8ICdRW8vOmcKZq4UwoXZb/2O7naOzrLJDSvX5XUBFTEb1c1IgWTxynEj7TM71kc23IyeKaG9WpyQe+fIneP7TF/PHn36j/F5fYzNa+yQMFxdGk8TDV9iXZPfZ57Dn0o+w78HhsniPUi+OM7zU6wzlAwCV6coAv/X9ni+Pfh+KWXrsip9Pj/wM+kS5I4s+DBfe7vledNIc4opwIKk9dsVMqRJp6jHOhrlxWHUzWfNYksaFDBdFyiDYKFbbu4+c+LiCZpba6eJYMm+vpXZ8HJ/fC1SCReGY+8fWUrRXCSv7dUzg98NHc9ttt/Gzn/2sLNNuWRb333tfWeRKs6u1wpHO8gM62OynsOBMQgtF9Uo2m2Xf/PdzxNTJdCtiYq2x87ylFMbQUCd79ixh+zahDCwVC+WKp1JfJMVvEK6r5/hLRGi+6RBvxOfQjeO0DBeIp0M01p2DYcjk7H5Dsmzit/UUAgGxWs1lo7S2nMuzzz7Bn//8fTa9I3hC+/bd4tnv4OAgt845nW8uv5LxmAC0bXPmlPkI5YhKHhqnX0DvyUK/wt16JG/zwvKayZ4FadqPHaXj+BFMG6z7Zp7G0X/bxnk93jRSe1Zivj6ZmC1g2JzrIDguVnDzAp2eSMrv9gxwyCsbSQzZgE5qYPiWjRQrSiEVnzh/SZbwTYpQ7E6SeFYsICKWmFAGh4cJLz+a/nnOc+C3CY/DGzeQHBHPYCQrxkVOE/VAqk3i9mgprf83IXJMV3bR0tJYTgdpmsbZZ5/N2e99D9KWx+Dv58PLP4d7L4P190Dem17K58V5HazYm2kYFPPi3rz95CMM7xUr6GJaTIajg2tJxQcY3CMiLW2z5tAwuZojU+oN1N93/0H9bl2duPHJZBODg+8eAXabooqISjz+BonE2yQSa0mnRLVeQ8Pxnm3nH/IrYrFq8NLYcGLVeyWgUiiOEalr8PArgpEazIzOtOgC2oJ2dAALw8XnKAOVQAcjI+5J1oYBruDB1oEkg4kc6bxOsSiuvylHGKAFC4mCHbVTKWJYMkgOd8Qni+dEqkxv2SXBnbqEDEzOiIWaH9g17M0IFPSJVWFDiAXUt679Knv27eXOu0T59oOPPsaVH3OEE+PxeJnAXvp3/fXXc+211064XweomICFZD+TmWSC1OgIlgu4tR72d2RFZ3j8FgZ3T6y1M5H9VwOVdb1d5LsLzByfiZkTKPrIafWcisoFmblgwWhwiEeG4/RcI6pQBn7sRehbHhYCTTOTO/kaN3EUb1NpvSfvZNr0NVXvJ5rFQ1cTnE1oshic+pANMrJjoGexLEhzIYYtyT+4SjzYkdYCWo3Ci0sFQ/8D5j6OXXYkiiyhjOaRe5wJ98gNbxPJit4kc7p3c8arIvUwUN+IEqsjt/qvmLlxQrGVqLJYRemjE0QWtDCGX6QiglPS+Drs1apkq0BmRuGln8Prf/JU43Sm1pVfZ4d20RvPImMyOePSiFhwPigq1E1z3qubRjYoQt5to0JorhxRCdTCuaKElbdug4GNGJZDAM2bM6lb1kDtcUW+1+qAM7c1z00QmC7uu5lIEE6n8VcAleiOo7AsGcw9rD5ZCIHt1BoYwks2Lel1rFixgp27nRSUapPs/L46UXJuW+6UL5dVSS3L4o3X36A230hbRpxvqQy2RAwsFmy11zERYZFzGZRMCm10EHNUTFhqwKBh8hRaliRYdIWXpL1o4zjNdq+oUMd8Fi6+gb7nTiE3Jo7pvu1ncffWc8SlDQrA4vMdQ2PjGWQyv2LGzDvI5Sbu6Nu1Zw8Fw2RN82zGbYDVMm0aH/zgB6mpGaSjw06P+OH+H+fZtbtG9EBxC63ZQCXrN2iTdGom5wi35Vm/QKy45UAtWmriSa3ZrIV8dYVAR10zZi7H6B13sPsDF7Dpltspjo/DG4Jfg2pXMLlmERNQk95nuNDrAIJWM4aExOjoKPlFi1CjTjQtYEfjkrt2loFKXSYPloUpyxRUBdmO8JjurtZ1Uxmu99G+/BUWz70dac/Lzmd96+GW0+DflzjNMbtfg/uv8DTqtCyjTBY92IhKCZhUWnowSCGpoQYN1q74PSn7XGIVKZFKy75LM8OShSPiXo0Mt3PLLbcwNnbgFKrbShGV4eHnyu+l0mJclvgrJWttPYdQaAaTJ3s5ehNFcXyliEphBEmSaJnhRCxibZMwM+LZOWGGI0yZcmmQmDbHa1fXzewac/xaOaJiV/zoxSJ6sci+kSRbe8fI51LoxQJ6sUCi6GNfsYGhYgS9WEArJsgVChh6Br2oI5syhm5QKBTI5/Ll7+nFAvlMlnwuj5bNM20khz9boFAsEizqTKnomlyoKPstRVT8+Ig0NGG1B/ner77Hj37xS27+yy188tIrq2TzL7jggvLre++91/N3pbnLly0XoTY9Nko2lSSbdPWOCjkA/smbb9zvPitNffdN/n/LDCNL156/0Fd4Dzc98QBHjAvEvdPwcTY+PqyFqUGHYojuzCzWh3bwsi/N5TXttCS8D2LqiXsY6BmFabUEu1IEloUhW+BI1vA6Szn1VJHXLNbnqTd7kCQTy5JpYZABmkm2iMloxu4+aqIbKUyqL5dOWqO7kYBM8WjUmaJBn2XqZPqcMLqR0UnZaZ/3qAmOOH46Zy5sY0PPOKuyWW5O2mJLbU6aJHLC8bTajmewqYXoCYczdvvtpJ/8KuGvXI0y/VRYA0a8mqcR++CXMFIBNGkX2tgwDR/7POkn30CtKSL7JfjhNO8Xpp0AoXrqxjaU33pzzRp64zOYJrnC12f8EmbZOeBoG4zZqoT108jWzYG0ePCHqcPQw5STCiUOjW0ZpbOsvjtcvBF80LvIx9R+Lzm3ZAnzVPINdYAQvpOAqOZN40iZRrLZWkKhMRLTw/xz3nvY3XwIi0e9zq6Qy5Na3c+K514qP/maqqKoYqWlyhHmH/Ir1q0XOg2JzDZq6g5HkkQOedPKTZzICcyc+TrF4l7mzbsSyzLK1QxFVzkygJJLIwGBge5y1Y7iN6htbWP79h95SsiTe8PERkad42qeiSRJ1LdNJ51dDYBP0Xlo52lcOPshwiE7b56vobt7DbWxasK1JJnE1SS1xVp6e3oI0YiBVPZn33tkE8cFh2j1mwSDYqKP7zoWy+43goQnl6/YYoBZv8FhNu9EkuCJpUs44vVqzQy3tVl1ldpSAOR299F95a/Jvinu/xc2beIL/77VvghBjJQPpzGFMIsCsuk9X33IjjTNqYOtYzRKNQxZ4+xtbiaAkxLUImLwpUeHGc+IYw4WioT8CpmCSf3yJIa9gDDdZNvUECP1GkgSGWuUzL0fIHfJrZiyTPOfHN2jKnv7H3CmXbVXGEHALKkcHXg3G+vbD7AwJTJDAXzRIon8U+R32iTMhupIjTvNUam5sz8zTeGXSiX2vb29E5KKJ7LSuVmuaEahIO6XqkSQZR+mWUAuRx4k5sz+Lvv23XHA/foDAoTl8n2Mjq6kftFb7NmkY+RUJs2eS2qrqLqMHDWJhu3tjOR7GCn0g09E4i1b4flXu7ayMZ6jDiFbYLkiKoau8/DtN/F/wh45wGfXfOxqFE1B02RyRYOC/axJkoJlGegoRI0QEhKhaA3GWA+nnX0ad99xN6+sXMU3P/cND1Bx95eKx+OMjo5O2HizZCLdI37LsgxUnx/d1fvLXaosu9LEufTBtTaB/8KIyrNr/sUpf57BpbftZlHc8eYdUp5PEaBmm4OSTxw/Usgeq+OMh2NV+xr/x19I2ez/GisFH38cPvgPTv3w1Vx55ZUcfbTTwE+WTY5Y9gBLmlbyHkS5aXq8leS2Y9nVZbKHdhrmpTCzwpEVHxEE02zSRfTLJTCLYOQlNqzopGBqpGytlKjp6JKcPr+VC+c6q58ZhzsKiuqkdtoHxeS3eeoMwsuXU2sT91IvrUQ6UqwYzFQB//wPEDjyMzQuzjL7/D6UZtETJaw8jbTvDZSgTM3GMwmtPBeemCDsZwMOKd5VfmvDhrXs3LOHmZLtJCcthWVXOt+ZabPrQ40QrCO5WHw2Rg2/5+PcvMKV1qp3Hg7LUinmvX1SAMzePg5RJ65satTnku93yovN5gaUsLj/fb2zGBtt4/lUhpzdV8fvT6MsasBKjvAGizz7Gn5jA/33vkPRdlgX547hivdcwuQpIoWYfG6IhroTaGoUgGzr1m9jml4thnBklLZJ25nSuYGWlhpeXXkC/QMPAnh0UwBkF5nVyNv9fAIGta3Vq94HXnkvK0ynZHVPWKiWNnRMQc/ZVUaamDi7d01iZJ34rX379rG76+IJr53Pl2XUP4pmd6itkXME7U6sOUulsPUNNmxcS9bvcDXGdzvpuuHN78VdFqzYvioTMFjs6na8RZ04TA3Qm+3e72cAMlGyq6sjnKgBwid/m0JXtSNUGEOy1aUNI0dX180kUmuRyBCYJ+5lzO5Gu2t42MNpUkI6kmySHh1lxK6KqmlqISjb29RaKCnxTJgpN1AZ8Kj0vnFYjHVbv8yGzV+keADtCqLOvc5kugChoeKpHDyAjfWKZ3D+CaeU3zv2Qx9l8rwFhGuE3/HXj5AoiHYbkQmAiq47aTN3n7L9WTK5iZERodJbihLec889/Pvf/65qHjmRTZTKKZmqRli08K+EQjMm1F4B7+rebaX2AbnsPt5e+xF0bSMz3xvn0FNOxxcIkinsZrTzCaSozJzjheSEW1q/FFHpq+hvY9kkMKmiNPn/aZtWH6St1uaB2amfUGg6Pl8DtfJUWosNSJpMwXWchyw8hOdXvMhzK17wripcdt1113HRRdVl5ZUm2W0FLEsnUNGfChfVV1ZcquDWwYut/tdFVO5+vIEz0XiMAgUch/jFCWrEzxhfzqLMTD6u9JEIxsj7arjxiMsIX/NXfnf9ZVjZDInJIgUw0HQmtBwCLYegAhP0+8Xvz3Coto4a+7IWTYWuTeextmEtAF+1bipHVKRxkZ/LjfooNdy19CwgsXnnVO477lzqh4dJ25oVNXgf8lmuKgNLkqg580xSK1bQ+MlPcsQZZ6IYOrtb29mTzdP2mU+TeOwxMqtX0/eFj6PO/SpWUcE3SxDNguoyjEAvhd3CKfnlNdAvQy7u/OBqb18OAEZ3i27CcWdC+Wz+r3w28Ff6LXsF1VQh9X3cNSKqUjcVJInaDkFw7sF2ypaJruuoqio0VWxbo1/oRFpcNi45E8nChQuZs2gOD9x/OyeNHUW7WY8VdD7XD60H+vAl29mxQ6TUkLLU58UN8AdEiHJWcaeHlwQw3rWFWkmAHr+lESZAMKswWugmooE8HsBIFKitXVquUMjnBzz7mDzZUSJ+6eXFns/c3ZQBJN3hauhZMZ60kM6keS0kupztCokIBcnPbquNkxApuG+vr+EfJ2dpnNzJ5s1i5Rmxq5rWvrqADn0AZlpEIvsnZvv9aTJyhmAgSDFZJESRaYrY3jQ1mhUxVmrrnMhZdmxq+fXIprMpHOaUiyp2OPqC3Bghl1PcE9z/Wqlrxz2kjv4qs1PVYMayTCRJRvJFsSrUpdW2xchBZ9J1u2BZGi63wdj0zpcYGnqaaH2RZYFxCrUrkSMatdkwKJBMvkanz9tzRovojLz4AploCAI+2i/9EL0P3QQEyBkqIc2WJi+p1g5thbHdZGY5EQXL5YtG5AAtepZ4MUBMy3kbc3uAivAX4fD+V7aVVoqo1LW18/EbbmbH6lUcfta5HHneRWze9GN6B0SqqXXpMMMb62lory4f1l0ianqFoJrgLxTL0Q2Ad95xFMAXLTqeF14QwG3z5s3s2bPH0zdoIqutXYLP11hV9g+iIqi+/hiOPurpCb5Z3mrCdwMBkQLOudJXkUlZTjzh85hmka1tn4E2iKnzmfOeE1n5zF2MT3AMWVPCq8tTKi8GRVU5+2OfdW1tUa8madTrSKnQExJjvYFhonakzpecjGSTuZSYnxHTYDCRZzIyRU2iPyjTaEo0pCp6A9X7sQomZqqIpooqoRLozekGQ8k8TdEAstRGcVSMxbQM3QNJGmta+fe9d/Dec97LlJp2Pvu1L7DjvOq0bzwe59lnn63q4D2RybImurAbWfzhRgLhqBMxsZ/3Jae3k3X5azV88Pyl/6qIimVafDtbx9cJcjYKpkvrYbU6MXGnvdjMWVaYuBLjzQVX8GJTB4+pbTz598cYy1gUbFGoUWWOhxRUsqLdrVayLMJpnY7eHFHSyJYJkkXB1UROqzGwMnH0DU8j2Wq5phwrfy6HfDR/7To21Qjdh4HmFgwbgepzPsDGjRvLK3RNlpgbFpPp6Y21TPrlL5j9ygq01hZqLJOOATGB7MkW8E2eTMPHxMo5u2131TnkzUPJmCeCBYHZNWhyLyT2wci7kJ1GdgpV23j1yrdVsvPSTRX5YkmCJZfCVKGIWhsWQMyHs1q77777GBoawu21faYAFlsr9AUKLgB31llnMW/6PBrNWjpNkceXNEesTG8W2waSU9hbEmnCKQeur99/Dn7MVMnYInWlyhB9OEvQ7kAq60Hyr95OR51TObCx/yXn+H0Zmpu79rv/ytSPrDvXIxf3YRmgBg0SrPVsNyn6Q9LBegcYAl25EMf87Hlu263wTFSspsM+WztD0pB0nblzV7Bk6eOefQ3teT8gODQ+f4asmqXWLlVtkRPMUUXoPyjnbBVei2jUJpUW/wSmXfZ6aA0PByz60u7oj3A1w4aj9NvTfhx5RWLniHOdit2vQfsOUk9eS9vwAFtqHBdlpsVvFXa/hGV3KpcC1YJ8arNXn8ENcyRpGOz9DA2JCS8Z1dg4N8qagSvId3RRaxNqFxz6fPl7pRW5FtLpaoqRtru/ts5pIWCHi3KGhmz3ZRm84VdYug5r/4khQc4/sat9emwmb422c8vOI3hrtHL544z/tC2dXyoFPRjr2yFIqI1TptIwuYMjz70QRRURsqCrqk4NGiz5wAwapkVJJjd7hNOKroiKYWQwDGei2fTOl1nxytGMj69ldHQlhpEta73URBeycOGZngaGu3ZVt3KoNFn2s+yIhzlm+QpOPMHbi62SozKRqWp1jyyAoH3/Mtku1/mksCyTEdf4yyn7qOtsJxCMeMaNiYRpQd4CD1CxnBeSJBEK+gkH/aiahuY3CWgBfJpGTNJQNR+q5iOkWWiaiqqp+FXxuU/TULIWo1kTVdMIaj6a0JgXDDE5FCxvU/oXCAcJNkbwaaInlGVaaKpMAzJ1SPSNZ8kNZdCHs+VqpH22TMLufSkGugc4ZNEhfPazn0FSZb72nWqe3+rVqw8KpIjrLp5DXU9QzBkU8iEkpbRYEL9/xFnepaYWqhax25/91wAVI1Vg4DdrUO1B9J4Ked+8pHtW30VXGHOuFSDpr2Gvi+j5mc0KFy76qnDIFsimj1S8WuGzr+c+1KLJ0a+PcdRbcQBkLEKWuAmG4vxmPuCnrngv6n0XomIrXNY6pXIj71lEw8c/Tl4WjrJgOxUZ+Oc9j3Pvvffygqv52UNLZvLSsrnMi4jW4pKtXttw2WXUpoQjH7F1V2IxezVv6pg578rIsJrQzU4AAoc0i2gHwO6XOaCN7oTUQLn8WLcmGE6VERWX5XI5Rvv3YgEFl8jc5s2buemmmxhNpPlj9Gr6tBOps4SD/iPOPVBifrKS+O1jjz0Wn8+HLMm0WOIByZ4cInpSB3KNTahtF45OyzazXnd0K8bGxOtodIRQKD7hsQ5LEhkbTNU0xsT+Nw3jl8VDqBRDjK6+G/n+T1JXJ1KCt6/7dfn74QNELwCCeB1sKaIiKwqWIZO1SbGvb7vRs92iU86m5tDl3GmcytrsFJ5OHVEW4PvH2mGSRTt16RPjoXbqLCTLpKm5mmjZ8+QOLFtbxe9PYyomNXZV1hzVWV2WZMAVpVgmEy889giWvX8aJ14yh6E2P1t8BhkckCopovljwuzkBq7keZbzmwXCOabaHdCYW3snmcUzsXJxGsfj3DrFIr/pfjKv/JL0iz8mu+om8uv+iWWPYTnUgFLr1f2Qo+J+XrsowMg0b3ZfkYZhrAtzrTd1MNDsJ20Osqvjm2jBMbSKMnafJqJ7it8Byo2RGiL6kANU5l2IZI8HM5Vi6KabYHi7SPvYoLs4rLH7qckk9wkArfslXhoUUZKXBqd7I/Cu57QcUQkdXERlfLCfsb5eJElm8rxqYa3KohKr8VFWvf4e3njzLNZvcPohuZvagVfgcGDgYXQ9zuq3PsDbaz9CT88/AQtNq+Pww++nrq6RT33qU5x5pgDvw8MHpwLu97cQCExCUYKEXBL8ijIxCAE4ZN4vUdUaDl3wu/3uE6hSr02ntzM44JT5W1oeSZJonT3bE4nDAtmylbsnMK10fw0LtVSJJukotk+UgQ5Lpt4aJ2D7MKvCX5quhbCbkrU3U6AqpiiLMuCSaKExmsPK6jQh0YJMAAk5b2AVxHg1JAew//X3v+JzX/ocALpkcPfdd/OLX/yiCkiuWbOG+vqD0zop3RvDyBIftBWxy/DCwrJ0T7duEKD/YO2/BqjEH92FPuA4lxabS+CznOxWwgVU1o48z92qUKyN+cb464JW7oiKFbPsGyAw+Q6CflE6qagFJMlgbHc1mWx8bDVTuzMEXZ2Jh0I15ItiJVH0OSuSlBVjXP4uY8VPlt8rtgqA8CQFfrzbVr3UxbEX7HLZGlUhlxUclZdffpnvfe97PPXUU9RqKnPC1VLXjZ/5NK2dosxwVTzFCyMJZCVOqE08ILnVf6PQtQLLBhgGDRSKQj9FawtDi+CqUCHMVmUjO8FufGjWTmG7Va1lUhVRcdljjz3GP/7+d1axhMIEbMlbn3ie64eO5AfJqwDYg8FRJ09DCtjkv+Pay0Al7HciJ42GmFzjWhK1PkDo2GsInfw99FpxDfXOWRRcWc9UqhErJRxZ2mfYpeYmnabJh3Mi8jMuFxiX0yhKgebO1yn6R7FyJoYqxpSsh0hIMehaUe4y3BmXaLNvfzh84MqHQ9tn8uEPf7j8t2RLUE+aLfoe5e0y4w6f48xmzRLlxKPpAlkC3DZ8Aguu+j3LZ8bK28RzYhKP+cWEkwk1grr/fPrgdsH3MYMjNHc007N1/86kVJotESQYrmXJUa3MmBRmPCOeo6a6ec75KBa6YmFIJoHmabzMkbysi0iWcuWH0CYrWLmt1J57NmM+Hxk75dnYt4vC9icxhrdBMY3RpgBWGaj4F3+Evs8N85fvfImH7VL+nK0F1B2WKQaHPROOxDgMbCT71Of3e17pY35GNOLVSVE1cR0jspMKmjd7PgxtcYBKdDqFouPYR27+I+OvvVPmpwSkTjbdN5PxrihFO52nVjjrrsxXKSoSuiIJJefSMaX/s4jKmicEQOuYvwB/qFpRWpb3L5Efj79Rfl2Zgin9bRjVi7btO34CQDg8yyPHXqpwy1T0YDoY0zQnYqaq3vOwLAtjXNyPtrbzOP64NdTVHVX+7Omnn2b16tX2fiaecBOJ9Yz1OOdbtMSCotVVFQSCNCsbto+yKsCKZdFSEyj/br5UHiyZKK4a/Uhap85wKmAk08u8sAAFiZAslyfmrGGSyOvswGA3Jnsx2YXJQDLPvrEMbtaQEXfGZrgCUBUtWLXiRa751Me575+38+ADQpvGDMBbbwky+qmnnlqllXIgEq3bZNlnl1RbSLY4nhJM4I8WQYJYs+zhOwGo4f/BXj+FXRX5U5v4F7b8TDHsjp6Sq0xK9qGl7VJgI0Sg5aHyZ77mJ9Gi7xBrs3PsioEWGmPojXewKnoYmPFe2vu9eextY8tQbSdcqr8HWGG9h7Q1hd3m8VgImQzT9GFg8hhFEjmDwZFxeqeICT9vR1SianXe9bXXXtvvtZBUldZpUwG4vXeEi9fvon3K93ng0jPoPHkYY3gL+bV3knleCJIZViumUQOyhNYaho79CJNU2uiuctpHrutkJxVAJdwMsf3LZm/YIKqFnuJE1prVgGbHjhf4WGA1LYE36Zfi9IVVvnLaHJo/t4S6i2azsW8FKVv9Nejq39RYEJPKiDaOf2YMKRBi9LBXyDSI6qK2RYsoWt5r6suKMXL8wsc5YtlDLDj0OUJqmBB+wnZToO1KP7Nnv0Yg+gK9i36PqeSwVHHvlWKIjN0luaTCeWQsxLLISdx1xCn0dh44bB2OtTNr1ixOOOEETljmEAo75os0oJ71Hu+fhvxM6RB6KuNZMdYvvu4bTJo9l92JHeXt4nlxLaK+NKpU5JGRGvYtEPdJLypse7CTgbUNbLlHRBOLKeE8JzX0c8j2WZjF/Vdr+GyFX1mqxzItBv+4nuG/bOAbG7NMRiboc/VEUSxMWeKFSS+wM7+TgqLSZfNWDm+qo+Vzy+m48Qom/eTHjI6OMm5HSU5evdLzm8NnCNHAfO9LZGt3IPnDjIz9kEu2HsLIkR/mW9f9hrC9OBkIyBQqgIppA6BMaGIuQ8naJ2/2/K1Jtoqt39lb5/GzecX8J+aFCeZcuIt8JoG/InrR+3SejA1U+rY7YLVdsnV4PHl6i+6Fq3j5mAZePyyGkY1jmkVWvnYyuZyoSjlYjsqo3Tts7rEnTvh5W+v5GKlJ9KxsJho4vupzw8hhGHnG4l5F2hJgKlXiTGThCrGyUpl+2tVt+uDNmaIqUz+pl/fR99M3yKy1peBd4Ki/v5+VK1fy6KOP8vTTT5NIpD3VUiXl1s1bvkZe21d+v6ALgNoyfZaHS2Qh0rs/WXox00IV6UYLogEVrdTbxyxV3Vio7inWtJBcURTFUkQ02SXFMgOZKaYtmAgkcnr5dR6LNBYFLAaTOUbTBboLE6dPKmNPBhZHHXciv/zjbbyysYsTThfPkS4bXHXVVViWxc6dOz1aKddeey1/+tOfJtx/pUmShGxnAmQbqGjBOLJmIWsmS05rplgRnfufTP2YOS86y5eU/lCI2jnncc25UAE1Qu2oGFBRI4wS6kZSBFNfttM1PnvyM2ULLTxM/0PPMfLXv/GvLf/ik898kqe6nqJ+1+ZybxUA/DXsMVrRCtW583fkBu4IvMTD/tWsNz6EnlPYoO/jDv9L5KUUWweSXPozh4CYV8Xv1ygT36ZUfP/phHqtmif9s+lX8vclZxP5iM6sc/qZeqKXg+KbEkX2K3DkJwXh9d0sOwrdq8TrWCdbDVffh/P/Apc9DvLEE0Jl06puubNqm5aicw1XaJtRw8K5aI1BwktbeOXefzIii3vWoIqJxMwbRPPCMe7z96PWBVCbQoxOc/gYzfWHEAg4K0qfpRIoxDy/XVfXT7ahn2e09TSYwkFmpFxZGjwX20W2VjjtYj6MokcoII6hxGco1uyj69B/EQ9FaZKFM5VlZ1Xo09oY21HDwNsNROsasbI6c18PM2+fcx19gQAf/P719Pu816uvKFGwI2IloNJUJ67XgmlinCvh7RTrn6No9xD6yuF/4MLZD3LWkUIbqJhQyQyE6Hu9mcyYH0OyiO+OUjQlQr48hy26BUvfUnVfJFPFl23FZ/f4kaQYRiKPmXRA+S8IEnADbBksRcaQTYbNYeIh4UpbfCqNPu9YTSaT5e7XZ736guezbvt7Q2e8RfeRPyIx6VWW9U6mJW9x9Q6D32y1gYgCSRVSgaQHqMTrVbZPC5GIHriOIBZziNBTXv8WJARYrZssnotYTYxu9Z/kS9Lq9Xl6dr9I4ugjaJjnrTbK2Dy3/LgTNZxqitVlsMGJTKghHb1dAKRcQCGrZkglNpLNiqhlKDQTTZu4mWSlFewIbCA0cbpEVcOccsYLnHPVgxx+1J9pajrd83kyuZG31lxEX9+93vdTgjeSqyCKu60yPfV/J6JSSnkBTjNXRORi/IkuchRZec/zZPd5J8HUmLN6X7lyJb/97W/JJp1nPjg8e8LfK0WMWmbMxMtFkZGLYY5qO5IvHFkRabYsVFkqA5WS1QRlT0RFbOvqKG4EyGAxbNnABu+EbEC5uSsImnBHXQi3FQwTJWYT8V2po2BFRCWoKbTHgiyYVIsiSeXjKJoTgAXLAuPgQUT5fGxStRYeJtTgnZtyydGqtJsv/D8GVIxUoZyLK1nejqgU5SIRW747LTuIvsE/CdkuZasx7NbuWhyAqfZNXjhir2aR0MIjFLUQQ7/6Fbe+8gMWb3qcPz74RSJ23nUsMB9O+Q7MP5+MWTshUHHbG8znb/6Ps0HuxpBMlvk3UitlqXc140oGxKBstCYOkQ387jR46psTfra/4P53Zn6e85b+FjVo4o8WCMkOYTByjD1Bqn44bT9pn7bFePK0b9+JbjUw8M5ZLDXOLOfYpeknQuOsCXYgLDFBuwKAIQKsrV9b9f64nEGOedNDRjCMKVlErABR0yG4AsSVJH26vdLyex9aTYtx6yeOKv9da9ZhqdW6MmrsHfYoQwTs/lCVPJNHZ90MQDITA6BoAxW/6chl1zQ8Q8RK0Ixw7O1NTqn2SNc4e55rp++NZiJ19aTXDGLE8+i70hz/4cupa2tn2pIjmDx3PjtanTuaMyFuSBz298PYHe8mZTuzWEhcg2nNPsIzrifYfie++tcYt0Hh7LqdvHeqc79TvS7HL0E6qKNnNIaTzsq1frYjvFU+p7FDUORDCNj8FMOIlLVIyttIedBd6QEZ0v4w483fIKsU2WKnPKcFq9vYZzIZds6cQb5CHr/tJz/h7Rlz2DWpg/xCcT1GO6vbCADsDssgSYwHs55nYV/zTro7QnRNCU34vapjWfNRguMz0beIa2zN2MBJ557HxTfchJ71RhXyuTiPPPAsylydzlOclEnKTuHmx52oX01C7C/UVCImV+fskxGV1JATUVq08I8H7HDrtkJO3A+totO12xRVpba5BVnWyuC6ZG+t+SDJpENmbWwQsgKjoysZH19L4QBAxR/wLnJKQCWXy5UVng/WamuF9EIoNJ2+vj7++c9/Mjg4iJkSY2+ltoVXtC089tCj5e8kX+lh39/Xef53guoAAQAASURBVPZjmiaZjDPdBce8vkm1YoADVKL1jQQqeh6pxVoa6o8nqnl9u4zgi/hcQEXVMiQLCdRKoOIajUpRdAMrLUEqt3SPhnpkpqEQC1WnyCX13adxxYKGiB9ZlvBrShmoFIwCplXBgBnfCwMbq5SRAbLFLIOZQQyzek5y9xcyTRdYt2Bkb1e54io3Jp6DWMfBPYPwXwJU8rsdNJ3GZFxJkrfbYivI5KavACBHhi2jQ1iWRVNgMofVi465USMEFnSo4zwgSUwfn0JTtomwYTfI0v34a3owIhJ62OJb6Tifjie4f6SXOns1a0w7AY77Ciy8kLQZQ7YcpyQbfuSKSz0ojzOgegf8CdpOaizH4Y8HBYBK2ux9gBNOOMH53PDBa7+H+N6qa/Lhtnpmh6onAYB9gTZOO/xWcpKPet+vmHzpIO0/PZbQoS7Fy3qXuNuRn7JPRBNRkm8NwJGfFu8ZBZL6hygmIsyiCcuWhyYQm/C3U2/00fP919i3SVQfNTY1sjnmnF+fZDAYnDisvCO7GtM0WbFiBTt27CA/SRxjvRnhtb//g9HefRT2igdkr7+fu7fdzZn3n0lWc5B8g19osSzqcMLAHXVNNOx+f9XvlVIbKbtsuS7W7/m8PSQe5LGceOBy1LIzWc/f/+aNApzHPcSIA/D4z5zIjpuYGa6rp+hqjnnovJO4/MY/lSXNh1y6Kv1FmRJYfKnbCc3XBEpaBhaybwzJTjuO6NWT23g+Su/rTuWHYkoU7NLaPT1Ty+9P6dxApIKvoZh+CpODROoEh2vvHp2xh5yVb5o8D/reYOdGR+NEkkFXNYqBeaxYdB3v2PduxgRjNJ1OU/T5GH3vGeX3Gq68gtj557FPUvjEt115dGliHZa7p9jOcMDCcE0OlXIRUzfPxJduZTrLaB3IVW0wMylSOabq0lNpeptQTS2S7uVpzDxrL5JsMpIPE2oqUDs1gxGxSLTYQCXh+ITwpBORUFF8JrFpSRacdBrTm7yr/GREJRUXE25Hx+WEQhWCiwewUkTFF9g/UHFbTfTQA35eV78cEBGO1W99gI2bvlC1zZzZP2BS20U0Npzied8dvXzkkQNJlwnbtWsX27Ztw7Is5sz+HlOmXMmSxbdz6623sm3bNu666y5MOyWySxG+YuPQ9nJFZHbDcLlCz2053ZlIg3HvtV58+F8BQbYtidy5mxdaSKjFWmRZQ65gIpe00jTVFYFRxlBNFamKfOv8LZkaRSz2x9Rwj9tGJFREimVqZRf7/WjxeJ4M1yZ+VcayNGRJwbRM0sWKlFzGft7Tg2CZMNYFyX6wLHrSPQxlhuhJTVAhOVExBSCrJiMD28jYkcHEXrufU/Hg+tbBfwlQKfSLC72pdhsXBtfT5e8rR1Ra9Dp89kolmxtlhxkgbZN6oj4xWSnIhM0g59Xu4SVtE425Jo7vd/K2GVOjfs6zxK68k8FfFDk8a5MIXRA4cPS54kXnMSRlQcwMpQQ/Izo+m06cFTxQFg5zW72cJeiiRyWCYkCGU0704aSTTiq3tB/HBjr//GDVvqYE/bw8v4GTR1ZNeM3Wh6ezutbOpwdi1Ss1t9T9wg/CZU/CRx8EX1hEXBY5v6lbzoTX23IG+pLLQJ24N1D8/h1YWZ0dTwgHHGoIMRhwAIBSu46klnT0CYA2IwaAXMywc+dOnnvuOf7+979jarZGiBWgKdDBxr8+SvYd8ZC9GRarwe5kN5tsdVaA2W3fK7+ev+BQojU1LInOIJCYhi/lXVVqtupsrz1etIquy012KWpEtol6VpSVw3NZOfcCTxXTexHgZCDZjFFwBo3qAiqh2hiGq6ps+JaNnnL4hOHcnyEX8OhJxMUx+FVUe0WX1r2Ox/3dkv1mzScxDefxT9VOQbEE4DL3HcaOHUeUPzt0odO5VjJVZDOAb0aIWINIgw2OtDIy4kQQtqg9FCUD0yNNa1HQqsfE+DtOyX3JSimCyFQnHeibKsbjSEH3gIlCpBfdVx2d2zBNAKCh5HTcGl1WxcQRSDVzSPwvTDv5XxwSeD8nvjpCw6jzDM764nsBiPY54o7j2bfFMU8QHo/NTBC3I7T6PJ2BnzvblAjRANKl9+PzizTO1FN7mNYxk/Z6b4fhZEQlnxVg8GC7D5esFFHxhw5u1drSchazdqY4Yk2cukw1eKyvW/6u+5g8+RLmzftplSCdux/TRN143WYYBnfccQf//Oc/+f6Pf8ywWc+smV8jEJhEwVY7HR0d5b7HHiSNFyiW9m3pZhmoyMhl3xaPO8AjGHdIyU3R91FTsxAxHVrlCTSbdkvDg5KLCu2YimO2TJN0Mk2wFE2W7epAm9/lBgz+YAuqVovPLt0vVnzuttLIaS0tc21EpFXI3Vv7ibKZPhm5PgCKjBJzwKJqAxvV7v2T1V1+zXDFcRQ/FNKi3UuyDzLD5HVxXZOFajFFyarFKASxrIr7r1rEFr1EX5+gNWSHAlj6wQHo8j7+o63/X2rjdq+OPjVNNtjDmDpOzgYqIStQJnMV1ACGGiDpypWVpJFn5DowtBRxuZrw9ZbeTigjHKRuKnTlvBNazieTKE5hrD+NYcGgIUKfa4uTeLVwOL5CHWY2xEnDUY4qTpwbBZFiDEjOQEn5xc2M5oXj/sAHhNR+rU00jGOHxgddPXU8F2YvOWXiqApAwi4pe3ZDHw888IBnwogXZIannQtTlkPrQug8uqx9AsAkRw/DsJz6+JYL/oB6zo0Tn1/WObdRyZYgrw8yEnBW7KZkgAQ52ZksluuCaJvP5yd0dBoKrcGpTM/MJ79N3Ntt0c1ItktJqiJM7Uu1oUWdcO4FHzifL33xi9QdIpyGVQEeVc1ZlRXkApo6cdh6Ruf7AKgxotQEGtlU4+fL/J6b+KJnu+0JkUosRVpLfXhaps9CUVUMF8cDQB/MYOYN8nsSnDvvc841kqOo9mQwYDdHrA06q0X3CmlmbCYbs5VBZdiXmkRSjbBuxjhjs0+lQfoADVnBLTClFEODU53roDqTrVqMMueIVlpCY2iKjmEopNMxemVx3d8YeoIBKS7O0/V7IqJSPRaVrh386U9/YnDQrjYyzTJQaep0iNiXqDGu3bqX/kKRCN6QdHzyCxQiThROr41T4xO/9eU515FyrTgrgQpNHyB2niiBlSItKKb3wNV+ER0LJqYzbYWI5BTD/WT29jhdwV0WmZRhjGYsYPv7vZU1JYXhsCaOrVBwxv3e4OcpRgRgTw+I7yUjSrkXlG8/VSv7s6KtgK0dTESlmEO693Km9OSoSekEJuirVJka+k/tsssE8Xt/Kd+SFVzS6+g6V61YPeF2W7q2MSJ5J8veXgHqjESBjF0NuEyfyaTxE4gW6hjon4G592hSm89gm+QA61DdFCRJweert49BVHcmRhwIYSGhFCOM3bcds1hxfUwLZdwglNIJa3GCSoqQGUAztdLHKDE/ckhDCfkJBaeg1caQQ4Jquz+gErcHooZI76iN4l6qFVwYUwKltkIwUlMIxAKoIQ1fW1hwDwH0PDX6KAompWSTXmqTYJkwsMG1E7xgPHXgFgqGDsV0M+j7H6uWBZnhAPUN+1cgnsj+K4BKdkA45n1SEcXfy5iaKKd+AmiEa+xOtbIPyzJIFp1BmmwRpWnLUgv4YNcVqBXhq12SwqnGGo5eHadzb5Y9iQ6CFVLSbzTP5YFfbOaf33udp9f10WHLlo8rMFgU+ytkdab7JjPV2H9DMVkCn71KDxR1MrazDeXzyLLMiuEg773xZZSAiLSME93vvsQG+1D2w28B6PU3MUgDr6zbwbp16xgZEU7RsixuvPFGfr97GukP3iuaCU5k4WYsS0Z3ARU3GKm07GaX3HqpVDwElmTxYtuL7InsYXdUpIT6AsIJjfpHke1ywHw+X+5a7LaoFSTVuJaBeXdgSkVy0T18bMY2Lqqzy69Vm1xaqEEJOxO6JElkLYs/TVIYPHkSLZtF35XMkJi4QqEEra1CwMpn+srApVjwOoV5HSfzsrqZrQywtXURwwGZMamB1yuiaGoggiYZbL1vGiNbatn7sgC0H/ziZyA9jJHwrtDzXQnGn9jN0M3rOP+tY4muv4Lc2BSG/Iu57ojrABhI2Gkp13lliuLafnbxZzm181TWZRWeGH4/+5Li97qTMzEslbgaIxEuUhPvsPt1iPOyVBVd955jrdSOlq8jnJzKiZfO5YTp4nfNTCMgMySP80h2N7tS6xmQxxkNRfHEm2UoaBOU0qfG6e/v56GHRNVdLpcrA+ZJRxzOcKyOjdNn8Va0jjt6Rxgs6NRlKxymZEBnmkydIKKGljcSdeXtB1xia1ZFaWnTpcejROxIT0SM4yk9YoXZNJyHBz5N01ULqX3fVKZ87gy0jHh+E/0bMScgIjbMGSff0kZB8/7O4Lp6AgWdzuFxjrc7hFcSWMemPglAcp+tSaHKZCwBAA+2vw+AXiyW+6v4DsBRAXhmeJzhN+/wNBn15ZxnWJI0Fiz4/X6F1A7WGhpE9CiRSLB7d7XoZMkqOSyHvPUKyeLEPmVQ9oKewcFBLMPCTBUc/29qWFnTLqiQeXPXPN4eauAVbQsdr3+LWOgDTJ0q1GRLzR4LhWH0ggGSe7xKyMUQmdUDZHfEPb8rYSHbYz1iaUwuNtJeaKamJCsPKBEfan2gHN1RQhqST0GlGqgY9ndKXap8SKjNIWS7ik6VJYKas/gwTAs5oiH5HYVbrcXZ3mPD2wnnB5kkjWCZDk9FvKhYpJsmuMa4ZXjvTWUk1LDLsmV54rGSG43S9Uw7hfEgjU0nTLjN/uy/Aqi8WHMHz8/6LX2FHHKgjzElWQ79+TUfNU2i9NREJTf+W+JmnBQ5DCVLpl5UNXxgVHAXtIquAoZscrUq2pvP7Mpw+/qLaZC8D8iG3veVX7/80h5ClkRGstisGeRtopxeMFEa2wmx/wgHgGpLigctmZy98goVckSjUX7+1Fa29Cd5fpdYUZZTPz57YGTjcP9V8OiXRe3z+D6u6f8TtYaXEe+3j6l/8WVsm+Os1AcHBxkeHvY4i56eA3RM/fBdZOsvxy1PZOb2D1Rym20JdkySkpgMDLtyJNIUYXXTaop2FUVeDvBi68usal5FyuYHmKbJ7r5qJzfbmETP0huJdzzPzmO+zp6jv4sswdF2F1dfqXFgoQYp4L2/P9vVxy+6+rkykmPqxz/KjBd+x/YdDtqfNfv1MkdDtffT0zuXVKqOfD7GsiMeJ28qbFN72eJP8qsTxTg6ub+IIWn8Gqfcb1Bqwx/0kRsNsPelSRTTGoqioN18ONavlmDZ1y64SDhMI5Ens15MyvkdcSb1H8uiN3/AFYu+RFNQbNM7Ks6nOeo41VJEJeqLMqd+DiCxJzDAaPD3BBuv4+2E4Bz11Abobs7g10s5b1m4RlkBJHbudK5DrdRObOxQND2K5lNAFyXQvpQAP3+d3spfDo2ih6KsnzSFu484he46JyUoyRZFzZk0j9u2lgtXP49mk/JKALRUwur3+/HX1vL1X9zMl7/4bY9KcVOFurI63UfDmYvoP+w24ic8Qezo+Zyf+SGft24gZKUY8k8cGhf31MUTqxVRg/p4kaPeHGP+5iQUkvin1xI9oQO1IUhAE9ukx3eR1yamrIePepX0xTeX/x54u4G+N5tYuHeQ+T3DaNt7KQ6kmTvnB7RPqui1ZEkMra/HKti8llKpp1aHZVm8eMdfeP7WP1FMjIiKO8vCMrzHUcg6fBpfIAh6Acbt5zg9AjueA8vi5dEkH9mwmzu3eiOySs6ZsJYvf5GW5vfxf9fC4TB+v/Bnt99+ezmC5rZisUgq5Y2WRQo5uoYn5jKMyt5t923dw+9+91t6GS1H1ANoBCSI2H63IDkT7+DwZDY/dl5Zn8XnE/NEoTBMfDADLq0Zy5JQdLsbesX1tlx8GNmSy6ClZKZVPamX9qMgebp7g5iUJaAThQ5kEVFxpXskSWJmc6RcZWTaqrhqYxC1KYjsWrRUmQ08ImQxzYrKn8oIoWWUIyppSaJH9frOShJuCaioqkYoNN1VTi6z5e7pbLlnMuO7awjW1BCLnby/9kIT2n8FUJk77xXap61hVngPUwsBtmj7ymWr7R9eSMSKlePtlqKxpdHkrsCrbPbtIlPnlF9aWBQreuoEFIMBlzz5KcX11EherkImObX8evIW8dmIYmBKTo08gF6sHsQlU+ymiKV8oxKOYkkSkmURKOZpbnac/tZR4dxHrRgZyweFFDz9bXj7Tlj/b9GX574rYKyL1NxRbpIv59vWt1AsnQusf3JlnSDf9kU6GYs47Pe7776b3//+9x4nMjRUHe4rtUSn/TBybVd5PrMOEFEp9KRIkmXNgiFMyUKxZDIIpzqvOJ3r93yxvO18aSZqg0pWzfKNKb8pv7+nVxCyWpuaUDJJmkZX0j3P6UNkhrwCVT7JwmdHQpRCjeeBB/hHn3CCPfkifx9+lYfDb5Kq4HQ0NXUBoNn7SYy38Paas3jj9fczNhakZ6SPwUiM25c75M/5A+v59JZvMSvnTBr7lKNQQjE02QGrl31ENPIzShL6qlQO8Saf34uVqb6enbsbmPpiGF+2jb17RDrp/8Pef4bJUV1r//CvQuc0Oc9oRjlHJIQCAkTOmGiwwTbGYJyzwQlng7GxMQaDAWNswETb5JyEBBLKOYw0o5nR5NQ5VtX/w67u6p4eYXzOc57ref2edV2C6arq6urqXWvfe6173avSa50zC1TcqptajwASg4levnLqfBbP/mROSnt7k4wsuVDNqibDSIIs50BB78EmdF24CMeYtFcoJDhG6zwzSag29jQ30z2pha6Zi9nYLNSIewJ5Te4UmJinIDthuI/yqAX4fWaFTzbtk03XVnjcpG2FjrdMKSxzDHs2sXn75XhKm5h5yg/of//b1CXXspR1LKQwdTA29VPAp5hyGtQLcOaZdD5K1pHmrTSddgFURlJvopsppYVz/kR19Tl4bBaPY0u7EOOL9Lro2VDF1M4RKiKm4OBQP4MP7sZmK2H69J/QPGjJlysIHtNYJ26LRQgPDbDpuX+y5cVnWPvbb8D9p5F64Et037SuoKAgbfJTVLtD8ENe/QHcNgtaX4W/nA9//Qhse4S3BwaoT/RRMkYx1Jm0JiCnw+J1zJ59R8FxUyZ/h5bmL4rPUq3ftvdQkAPvF1YFSZLEZZddlnt95513FpQrd+88zK0/u4V77xWk1pDTTdCseuwaGGDnzkI5fYCIZHJUzHt1sLed4dERnndsISyb5dmGDYcs5bSQ8m1jKko8L91qt4uoz/DwWoIDcchbVBqAkhJjdKzem5QHfgJacTRBB+LhNKlEpkB9loyOwzx3oSihMBdCuE0pK45ESpIkyoyxFG0lSUJ2qB+6Mixtct1SWorkyBFGgmPScrqOYQKVdpuNoFwIFzJ5nbUNwxBRKECxyaiqB7e7GaezAYejGsVm3UtPSSnDwwah0NGzC2PtP6opocsZZknPooJtbgU6v3UP8ryV6A4Xmt9Hygyb7VN6aUwbBKQw5YaPASlEZkwVQaXSyzTZEgT6ke3PRZ9rJIpzcnZbCpDQJUhjYEOCWLpYu9q0WZOb2b5ta+61rUSc05lOIgPLjj8JdmwGYG1HlIkOkSp6W5vP6coGWHc7cRzECVBGEHY9hSYBKyuQgOns4Y98HAcpdqZrgSY2HmpnQV9xmWE2DA/FQCW6qY+Rx/dT+pEpSC6V0OYedEnHbk522YiKkdYZ+utuDM2g9KKpSDYZbTjBu7b9dLQKMFFp+InEzEaI3QZzY1P5+97b2O86zFxmsE99mz566HcMk5bS2AwbclTcv9iO93GPDDL5qnaSzqP3JLqlIQ4I5UVlTMm4bhgks3ouhsFv3v8a1MKKnhUFxzU07iaR8OY4Kul0fhO23QSDQXbVW+RjVzrDl4e+iUfJYLgMnvGcymvlboYlF7OVlTRMmMamwZdpDW/BbQpn6WZnStmlovg+YEWEICQ7gBnOi3knu1GxwHMWqHhsHqrcAuAOxYd49fCrfHftdxkOHgOcgZ4uwZ2nVYORwMjq3hiAbpBKuXA6o9ROlhjtAJsZXg4ObwXgJf8sktNLcqcY8gaI55xSnvuVYVllKS+6hGt2JWPkp4ayq+3s5JUtaa1z2iEovk+VXaU/nqLEUehQYzERYRkNvk9q3c8Z7H8Gysx2EhQCV8OQkFMedPs44mM2J1zzmsjFu8vg4OuCSDjcBjVCrdkVmACjEHKJMVU+kqG08nhKK4+nY/cWDvQWCtSlw+K3dOcLc6WjZPosYKGOlIOJ6Rz2eiCO7CgEqPZ37ycy/1u517v3HGHVFLAf/jNG+kJGnztE9ecFb2ykV/T5cjgdcPuCXJdzHvsEZEmQW/7KauMZvttR2O8JoKY/SdIh01t9IXujYlxN97iorjqD3oqTGRwUOjxNTZ9C11PY7eWUla0076/Bk7eIe+Mrd1Iz0QIwLS0trFixgnfeEaN2cHCQpibBQ1r/4jskDesepRWVsNNNIBGjt6+PDevWFF1nNr1TZnhznLfc+81aGochIio+o3iy15Q4SJbvzqZ+evv+Sdc7DSBbvBzDkFCTJjk2XThHHG3xmTUdg8iIAFVOrw1/uQs9qaHHM/iQKHWoJJMGxVcIarkT2TW+P5DNRZf2ISMTmzdv5tH7bueWO//Mgjkz+OldD9E0zc6vf/Rr7v/d/Vx41snc+IVPMn/BQtoPHuDldc/i93np6mhn7vln0NjcWHC+w+HDTC0VnMtMWkfXRGTHlpdyUlU3kiTTOHMOu3sFh6i0po6+vj727z8OeP9DXft/REQFIIPKwSnluCaIEGfGBAS2d95hi3suclw4pkSVVUkwkoHt20/j744NxEjmSt0mazXM0gNsK9uG3f0KR7OE7mVd+ON40sXMek9efjMlgU0iV9ZWs62NPq2M15xxutxdRCdHWWW2Fs+au1ashN2pJEuPO45X2qzVh4FMzKwq6VXqzG3wRz7KHVzFsKnnkXTmqzqWMGvyVwHwZ8SAGZZVurosEJa1LFcFIBgsTBuNPC44GyNPHeDtp57hkqlf5wstv0CqF983y1GJvt9LYt8IydZRYpv6SJj8lA7FmjgatXIGtppiVpqIIpQvnsDc2FSIaVR2WPc1LRfyATSzl5Hq/PAyzOoYoDKa0dAMkDNDlPZYk0C/q5/g3tPYMGw5WUfNwRxHRcsrc3zvvffYs2dPTpwP4Lx37mCL2d1aOuEG2ndfzqPSxwnZJBrcghi8qEKUxqtBkUIxMFUdHarFmfgX5shrrLihy1JS7YsJ8FnhqqDMWYYqqRgYfPnNrxBNR5FNvSAjXYInZZ1DcS5Ec4tVo6QrOPs6SaXEdU1bZueYs5pZ9NW5nLx+J2ld/J491NFRbq26N7TMtNI0eQ5UUgwcDgevLp7GG0umY8zTeK/qPQKLxef39vYSCoVyqZ9sRKU+Twzu4UAfv6yrocQpxmRv1IoyZm1t+i8k7da4L6OwtNoAfH2L+UDzVor0V5kpXDZs9UApqZtXcKgnZSf4ymG6vr2G2PN9HHqxgUiXNfmNHhL305ElYKqm1Hrcigopg9bxHm+x8mz5cApl22Mk1/8pty2u2QibPCJV6kHOS2nuflto5UwojVsgBSyQAvSM9HLcGJCyZMkjtLoakYDmzjgN+9ZxwoZ9nLB+L1/f28mB4Chl7WJRkO3jIst2Gho+htst/Gqw3wLMg53FfLLjj7eqKUdHR+no6ODAgQOE0mOAhqISNLl4Qz3d46ZOUmbhQcCUQhgPMDix45AlKr3FbQTS9hCpRAZDN0ilUhw6aC3KGlb8HtleyFHxThSVQgVAxQD5XwCF/CBK0oyQZqPSElDjczJwNErtUcQ+wSqL1nWDRFojkdaIRqNEo9Fx79fChQu5+Ttf4jNXfAQJgzPMtdXp553OD371A378wG3MmzODhOzmiede5bqPns3lZ5/AN6//BPf/7v6i86W1dO5zUsFRAGwOuShqDbDio1cyc+WJVE5oYcXlVzE0NERmnHnzqN/1Qx/5b9qhQ4e45ZZbeOKJJ7jllls+sCzt3zl2PEti5yXO5EHp09zW/Dmenrec+1ecxeDSVRzY00pI6ULJhuCPEtF42PkOO1VRblmnlbEo00RroJXnvB5SwHrdaq6X1AWI2Bi5mC3RjwAiNJVXecrOBmuySUkGzqzvTkVJROGF9CQG3N2sr17PpSdfWtT8acgkn9miSSKlU/jZ84UKoREzlNlOC/2Uc49xGcOUoqPQbkrZxx3WBS0+5il83pkAeFMCHIRdHjY3Hl2UDYrLCVNk2KF08nT5Yb7efBtxJUmHo4e9tQLwZIWYku0WwEm2BYnvHiaBBTbmuiYxU2skYkYCPKZImq3BCp1WZEpyf2fkwhWmZHYXTqXFjd0as76rzTGXJYuL9Ro6po9RdzVTIK7wC6iZntz2sC2M/chxPBxN85cBc6KuClg0Cc0KY2ZkmbbyGqIecd2rd63htUmb+GxdGbGln4XmFaTtNvO8hQ/wJU2tSIdEVYluqidLUhJp51+Krn0fGneQIGbO/tvI8Fracr51dWICSetpeqOieqTB14AsyVS4K0g5ZjJU/zuigQuRVDGBlKrNXNYgCMQDss4BdyPxOjFRGoqGkoiiDSbN6xvg2HMm8mAsTFdUOHQdmegYse6oWalmzxQCS0kxUFQbLkXGLstUTajiiOcIMVMFOhaLce+99+Y4CtmISq1ZngtQ3fEWnoROqWMUgCORcdSTJUjlAZUGOqkyBgoOqEl/nKbGq1kw/8Hi9+dbFqhsfhDeuwu0DOUli7DnVcW4dDfh14TfoCdN6LCP1ueq6XlnNh1v1hJsF0DFnzDLZU0ibfz9e0gcaCPdG4WwROOGG6mtuoTmlqtBknJifAF9JvN3htANSL1f2EhxwOz6bZPaUXyWvxkZEenMplRxuiRrtaHCKOT8pU/Q4arjbzUWH6UhfIjet1axb+3ZbDywgSm3TaB+y/tM3x9m6YbxGwz2H7aiXUPdhVGr4cf3M3rvbubNEenK/f0D3H///Tz00EO0JXsKjk0pKoZL3IOQuXBySQ5WL1nF5MmC7J4xoyZxU0BsLNdDMiRUZBatbsSZLiaWpu0jaFKSSCjG888/T1t74TU4y6weQIYhIWfL9zOFfkQxc0E6BkElQga9AJzkL6UM3RBcjjxXoNoVKsvySM+ShKTKyC4VyXb0KVoxAUFa19nfF2Z/X5jR0SDBYJBEorgXU9Zu/s6XONRxhHv++iQAL/7zRS6+8mJ0JPoUlQhuHn365dzxR6tKAtjTG6J7NE4iniX+RsjoGQ6NHmIobi0SbHYHZ3z+a1x5y+8oraljV9sHcB/Hsf+x1M/FF1+ca3Z06NAhrrnmGh5//PH/9rHj2V18kXBen5nuEhHCewknyztFlESJf/g+E5WGD7vhQtUlUjJ0yV5+nbyYRx0/BqBdnkXCOImRjPWZC70Kb8Qy2M0R2D7Rzdn9CZ4lTVICrzmo9NggZckQ/kA36669l2B6kHqvCDFWVFQwODiIkk7T6nBDXGMg4uT1vB4hWQvrDmpkMeH8g1NppRGPCQRGzIhKwoyolJetwu2ekGvR7tPac+fZMHEWs7vbsGvjc0tCoRCaptHT00NdXR3vqft5vNnDu5Nm4w5egCcoiMbvqluYxim5xlhayMr9JltH0dEZkAV4KS0tZaV3PsmRUYbUUQBKMsKhb3njOVrMrrsTE9b9zY+oeNxuJENkdlVVAgxeCNqY7xYuoSMcZKV3Bk5HHYmkNdHdPfQM6dYFnDf5PABO32hW9GiFq+6UksqFiofM1FAsLlbVimaQMRxkH9/3m2ewLQ/sSZrF73k6sJKLMzrGUBJwElLhjWAfK3xl2GQbNS4xJgxAMzUNpMFt2EO/RFb/jJ6xVnTXEEUHYhh8Exefw4qwOWsfZ5g++qJ9pPQUmqHhUBxUuEQ+YU7FfHYYV4jvETgfZ//bACSSdvztVUQY5VlPikHFYG6mnoU2y4lkoiap01Qijes6H0Os7CN4McYB/s2DPczpPcwLzpnWfVFAyeOa+OzZtgQxbCYZOxQK0dEhJn232w2GQWDrn6Hh0wAE+rdxQI5Q7RIT8aHgBBZVC67M0mNf4b31p4jfLw+oTGcPlfQwZBLPDUNCqalkypTitvZFltUSan1F/BtqRd79NP5mjUFzEeCI28myd/K5R327NKAEgGX7u1CzPAJXGYR70ENdHPnKl3HM/rr4vsGp1M/6FJIkUVbXwOHXUixY1EjzlC+QOXc3D972R0ZShSvQwaSbSb5hVOkIA5Fu1v3mKXyzF9HT34UE2OUPH23sdQifeWfjZcQUFz9rtXhhAS3Cm5s+BYjowdjeZvkWHrYmyNG8JrGGYRDbJMaQu0zcp9cPHKI4JiYsrahU+MUYkYPC/6m6QsvbKjXHz6aV1hxXREkXR0uypqGjajq2lMzY3IqmJhiuWs+vfiNEE6uqC8GMpLYBy8zrl5HM31Afo4KeBSoROcoIQ8T1FA7NiVOWSBkGPrdKJq4RNd/f3xXB6QSnrqIE7OhGHI8D0vYUZHTUKrfJMzHQ9WLF7JzpcQw9TTRhTeMGAgOlUilcR6n4Kgn4+OMt3+Oab/6YayNRLr7y4ty+EUVGMUKUlgRYcPoV/OHeWzlyqI+Tlp2KJ1UC6giVWoZ281nO6BliYVANOxI6jkwfI6EY8UyceCbOxHF6U73xxhtEB/4fACpj20VPnDiRV1999b997NFspzQPmeIwUsYw6JUrgSM4jEyeaxeWUlR0ScKZt/qTDB0HDhKyQkPGT7s9yJ3659lnNBBFYav8UTqUqZRl/PhkkV99wpOkRHXwsjPFioSN52oh7pD5Ni7eZ4iUVIEvC1RCR6iMjTB/1g68Dgdeh5UHveKyy3j0xu/w6uzFvBMXD4McybD2iJhIr17RwgWhh/jLriS6ZJUm64aMM48EPFh7EpzwJRLrRZdmp0t8hs0UuFP1EUoSYUbNMH/I6aEiWpjiyZqmaaxZs4Y333yTpsqp7HUN8+4k0bQwFrCAytrEeq7iZDLBYqCSIsMTjvdylVh1dXXIZvqkwyFWMU2pWnaNrGVv+waqJtRStXQqHzn2aka6VA5EW0kMJMjOCBXl5QwDil1BNjlFo3kE2L3JI1z67KXcvupP7NooSkB70hKHEin+uuevnDf5PHqSKdLZ8GjKAjMASTnJs2VvAhAeQ6yV7NVI8xez90gPhiSxsz7vQTRS9Nu35l7+dP+3SYYm44xoKJqBpkgcdldwrKxgA3RKCSujnLLoj9TEM/zufZClOLIUpdb3eUKh0whrwolkVzVrjQyaNGblWHKEg1oDq584hdObRUqpzluXSzUum3wtDx+wQuuaW0xKkaTG4QMjqMCgyRzdo1UXAJW0CVSikQ5Gg5tYOfh96hDRPT/W6nnCYA8d5dUYksxliWHOPvdMXn2hzVrjKqDmARWvWakWJkwZVjQx6w8CgQB0b2HCwGbq6rtYzUvs9u/AEbuPcrMT9baBWaycNokz5y/G5Tq6zoeRJzlgIDHqkfkQnaygembh6/0vQ7QfNWNFkdzR2hxQUeXxU3ZlZbPRj2zC1jQZpNLcCjvVuh+H2ajcVu/NkSCrJ05meE0noe0TUOrc9DbNKQIpAOG0mPBlKch7791NXygC766lxJkkiANbFqgc/w0YOQw7Hhv3+q6f/t3c37qkcH/9R5gRPcjHe54d9/icJYLgDBRsiuU99+GhvFV9XhTCbeqLOIPFC7Cs2bUMM3wB8pNHIbsNkqC9PZADHbKuYORFOPPNkAy2qe0sH61AJZ83oZLJFC/MBgcmUFFxGL9/AJsthc2bwJLskTHMSNrRIippYnTuOe+o3+lDW3F7rQ+2ye8gmQ0BdSRkjHG/H3n91S46+2Tu/uuTbHzzXb59/Sdwp9IcMCO/mhTntj/9hss+cjVLjz2LSz92Bbf/5E5Ig5Jx4FY6sekynmQFGTQchqgS9MjDKJKGlAiBWSFUICaHAKxvvfXWv/kF/4dSP6+++mpRKqOsrIzNmzf/t479QJNkJENjrmG9L+50k0RMQpKUQR3qZdTlRQfmNW3k8UUn8telp5HOa5znSCS4YpmPs1d58NhFuqfZ8OFJGzxg+zITYpexMryQWfHJTHbasUkQkQ3WGWla7ToP+JP0OmHQKZORwCMbJAGfWSGghbqpjw5S7SwmSHk1DcIJ3pljlYVK0Uyu6dwEd4bZ++/gZtsfmYvFSYjgRsmbvMJKKUw7ncQxFwHgNMGQTS0174XOeTvfNKMSkLAVX8sll1yS4wm8+eab6EjcOHMmDy47oyCsf8dJv8cm2+hKdtNp70UbTYr26yFr1dUtDxdIWtfV1WGf6Kfb1k9QFZ6gMVnNztF3yBgpnm2/i/eOPI2zzsfnlnye35z4Gy5bYlUMHLNIKOp6y80O1QZ8c8l3yaQXEdfhrbDKnuE9nPL3Cxg0me0vmA3huiNiPKwbMT2QYaCaPYGCFV8BIK7GebFCRB3qXafkPvc5zuFS/S7u8NXy5vSFvDVtAbY8h1ASfIEed3vBfdy99wASUBoRTmLEK5OWJcIqfG/BN5iy4gXaXQ28V9bMbr+MZHaDluK9yFKxIx+SDB4aIww3Wv8DQpVfIulZxkvtovdNlctaq45SOJkE676dy4B2qTq3BawJJY1C2pBZsWIFF3/vZyTDYvLtP7KJTZsuoU4r9KJ/D1Tx07oAJ+7bzEWb3uSija/x5Y9fweQJTVyiWis6STbGjaiEjTCXXHJJkQ+YMGECtL/DotAufpL5DqfzPEMlEnNKnsJtMyvrEmV0xFdTWnosoURxXtzrnV60zQBuMIq5E+Pa9DFtFYJmarhH3K+mrjix2MdyuxWpOL2wqPxU3PM+hv+8q2n68z34T5s/7keVnj859/fkxUJ/51B4O+lQguEjxTwyIMdRMRilP2R9p2BCbLfJ5sS08utET/hu0fsBUid+j6eqxRhfErAiE9+Y8nWeq1g57nty1r21aFM8H6gMJ3LqynrcikJsMPtx+ROFS8dBj9/U34GoLcACd+G4TZrKxm7s2MxeNYpuJ50uBCqTMxZnaovazjOH3iSG5X9UVaW5ubno2u0dh9m96yTa2kR/IV9DfkRIRs/yS8aQabPaW9pRxfD/500y/2Wr2jSt8FoMwyCdKvQbC+dM57U169n45ruoY9Jmr771Ll/5/le46dabePSvD/H1G74kzmvYSRoevMlybLoDl+5EMoGaXY6hA715Zcxj5fn/ax20QTLGY938N+2WW27hlVde4ZVXLCLqpEmTuPvuuzn55JP/y8cmk8kCjY9QKERjYyN1P/wHstODjRQTOcgRGoiYYmh1Ax3YTMZ92ONnuKQSbzLOxEQH2wMixeBNximJi4lLymh0VoiBbtfSSOkumgZSpCUFt7car14YTgtmDIYzQWojA7QFaonZXOh+G4YqM200Toeu48/I1Mo27LIAKkYyxMiEUhoUDdJx8NdjeKpIHTzITm8JsTw1SXk4mUtnzvDFKDXbrAcND4eNOvxKHEnS0XVrcKiqSmNjI+HwTtKZEF7P1JxGwMjIexjoRMLl9LoqSap2qlMxyt1u0rqOkkqiaRrV1dVsGxwmY0BZNIQmyfQGBG9GNnR0c6Zb5LPRHjpMKBmiPlVOVaYU+wQ/KTNXrVa5GRoYJJrVtXE4qKmpoTvanesXYZfszAvMoetgoZ5D02yLuKhpGge7DpKSU9T7qwl3duPw2LGVjKAboHpmEkvKdEb3FJzDJhnYJIjp1kQ2o2wm3ZE0A7IdVUshpw8AkHZMwZYUf9tlL/GYH59HptbWiYTBbor7oSi6jmaW7XkTh0hRuIIoSdTjStsYLncTliXsGYMpoTT7S2ykx5DOahI6LbFBVFmUj+uGi7QhWPWbjuIEJa9KxmTZy1oQNS0mtXJXOZNLxOR3MJakO1nIGZFHk0drk0Ot30FLpYgaBAe60NQOUZM5NpKjqwTcC5FdaoGIV0uLSJkcHopxZFTcj1LHCI2eMrylApAEk0H2Du/FbXMzp2IOwWAfyWQX8bgfXVeYUFeOPNgKqQjDJcVA2tBl9o1OocrnYHKVl+7ROE5jS26/3VaOy9VAMjnA/kEHMbNSq97bTYe9hRWl3n9Rq2Fa3y6IFfMxkkYLkrMUw5yAFZ8dZIn+vnYyhpgQSl012M0SV7XKjeKzoyeTxLdY16lUTEMNOFArCzsDd+3eiTG2WZxpqqSTMWRsskatM8xg0kNMK75HNa6wSP+0rGJ7OEY0nUKXZOoTfTQnzChi1UzWmITpUlWhejjFqF2i1ykzKd5JXbJQ76Tb3YBPT+BLDAqJ9YbFuQ7pugEDXWHSUQu8VzR4cbhVyOikOkUn6+1+ncpIcQQ3ZnMw4vbhSifxJBRqvQ6GQ1ZVYlqxM8FM8wxIIdGGxJCwpQJo9hC6pGMzVCoMH0E9RUy1JkWP4cj5IEVRqKuro7PT6pEmpZPIqSSa24dqS+HxDhNNe+gMi/SzQ04xW/KAphOyy8QcOjedWEVVfSMu1Y5sQJIUsp42I3hGkdI1SEhjmhTaHDLjVRObme2jUSpzlswYZHQ7DjPmkJYMFHRkyUq1KpKUq8pRpSQyGi889yyNTU2sfWcNf/vrX3l97XvETH/Udfgwj//1Qb7yne8hGzLdbd1cdNYqnnjuLRonNJvKL8UXZpPipGWJfE9jZNKM9g5y56YQwwkDr2rQ0yOi6JlkjI2//jTBYBC//4Ob+P5fBSo333wzF1100X/52Jtuuokf/vCHRZ/X+OXHkB0fnkH8v/a/9r/2v/a/9r/2X7V6nyKASl0D0lH6mv2/aqFgkCcffoBPflZESc5avoCTzzqXr9wo5tZXnhPyFKecZaWx/nTXb1m64gRmzJlXfMIPMCOTor+7i5ve6OdIuBC46ckYnb+55EMBlf8RjkpJSQnDw4VqgsPDw5SUlPy3jr3hhhv46le/mnudjaikZpUguz3MHdjB8RWC3/Is59EuTeQE41XK1/eSith5ZdXZJGwC0NQmB+hxWIIzi9t2E0jEUCNxXlxcGPK8/om/4HC4qZxwVtE1DdpkPOvuBqDDV8WD511EjS4RMhKs3r6eSMbOrN4gFZNPxCZL3Fkfpau8nNP3vMz5mA0DVSfXTbEUTOsTUWqrqqhB5uV3RLhZAn7leZAjIxI7R2uIy072N0zj3CmixHBkpJaeoQlMrN/JyGgdS4+9jMMdPwJgxvSfoageDF3nxRfvo7FpJ5mMnS2lX2V9pJAYd+PEWppcDo4kUvz4oFh11Y0OUh4NsqN+EmPNLgnCGEBNpJ0vHKrmtcB7OHQHJ7lWYFtWybPPPQcY6NN0Lpkjmhl+861v5M6xsmElp1SfyGv33VVw7pM//TmeeeGF3OuuQBfd9iMEIjYqgxMITZc53b6TEU1i+Zxf87uOfg4ObUJJtaErpTjiW3Pv9dv9EJEI2cfn4siGTLLiamxDfxx3f4Ovmd0O6/dfVebjreEwKqIdu3pwBHfgYQCauheTKu2k19VLbayWxmgTuiTx+vRF45473763dy31xmsw+0J+vTdAe9zD1Cov+/uLW65X2xU6p1sPuD+2H2IC8J/WfBqrJ5xMOKPxjX1i5XhFXTkPdQu+kxxJox4qPmfWXDaZ02bVcPykEjZu+yFeV3HItm7HZym5YDLR6Ahv//VPKE4Xp3/m8wUqsne9+ktOrG0jY9hQ5UpcnmomNF3N/rY7SMUOsichM61sJnJs/AqVCV0xDjeYiqAZGUkVUYZMl5/7Rz5ScOxn5jwAQEqvZeHcbxfsUzM6t+96nu3KbJCgRFX4xbRCXYgPtKFWeONnuZcjfBsjLwVQ9lGRZkrsG2ZgQyuansZvCogBlJwzEdksO49u7CX45N0YyRCyuxznnMl4lizG3mJp8ex54w0Obbc0Jvy2MkJms7wZ/j4ORspJ6SpVzjD9ifFbaZxQe4i7Wy7DWTWD7ZHCSN/syAF8JfVcNW0m1+1qB+BMu4sVG0W60QB850zEni2Vf0KQaX894Ur2u5v5ZseDTIy2w5JroelYUrrOF/eYROikzgWtmYI00IlnNhN+q4uQX+W2ep2VrdsBGHb72d4wiYxSGGn4TGsKaSTDQEYnFDgIUpqO8no+2lfKD+c4kQxYvVeI+bmj9cQ8Ijq7KN2CXXdjX1FP964eDkZ3oEtQrQfoM8n8lZWVrFq1iu2bd9Pauh/niI6RaEVWG4mX6OgOG9OmrUWShDy+Q00h98+jpOdE0EHx2+lbEAC7huFQqNFlFAMSchIFJ+mMji5lMORinoiiFTJ6nV47dqf13XXdwDAgOpJNx0r4yp1FURfDENIRhqHj9fgL7nVc0VFICzFQwKsoqOZYtUtx7vv9T/jhd75BmmF6jDJu/cMDXHbmCVzyiQtonNDEzAUTePzBRzjt/JU4M17smoPIyAAz503DlZEYD5Zl5DQxW3EfJ31MJLhRGqFFHWZE9rMteXQS9Fj7HwEqJ598MnfffXfR9mOOKW5E9O8c63A4csJQBVZpQ/e7OemddibIhzCCMoGyMPoMNz4jxWx1D7GQi3eq7cTMyMsRJhSc4mBgIt+9704G3X6ery3swTFBH2Ju6WzKsdHmOMJeZxsTBhYy0+4mU2Yn2r2NX1x5HWoszfXvPUGkdhoLN7zE7EOm5kjJVBqnnIqExLdnC+fYk5zAuYdvAyCTktHzuvq+OXUCnvp6BsLJHFCp9Kp8JPMi/wjOJBWNkJJsKOVwbK3g5IQ85dC0B79XpIb27Uhx7PTNGIafkxZMQpZlOvpH2JZOsbh6C7JssL/MhT5S6CAWTKtgeamPlweD6LFRACSHA/eIhF5bHLXKL4LToza2qPBGw0J8Q/dwpTKVHcMbmagMM2If4XXtde6e+Rlsso3vbN2ee99Zcy/mWKAz2lpw7hMabOxSLBBbkcwwULmdpFeir6qbFYEOji1JszPpY8mMKvaNDpLxLwYWo6SP4O59jLpoCZfPuJypU6Zy99/uZktgO0czzb8NuzSKmu4o2nfY7UevEJUoSBJlZS50h0YKsMc2EGj6HQD2lIwrfQwljk6GAnvwSxEmJszmj+Pcv7FWXnk65678DHHZyxe/L3q/2PL61mTq3ahHRO7c6bYV/CYrj8wilP47u92HWD7tPM6dVsdpG/fljvni0hb+8q6YsIxwMVBZ7mxnbaIZgHha5/kdvfzq0vnsaEtzbEUhZ6xy8FImXTILz8JqDm3pozfaSmVFC+fOLyS13r9+LzO9h3B5Lae9fPo1eIYfhwAIWvZGxtBocjYhHaOm1k1Nzfm88349k2t/D4BjfxX3UwhUDoxO4vTm12jPXEWN34luGBzbUoYkSaR7oyit/6C98il+IP2CYWD5jCrK7R/WBdbB2xZnpdfrJWNyLXwnNBKYZ+oZza7lyOZCbpH/9Gb8yy1QFIlLDK6ZR/y935kX/ho8dTfTNm1ENsuyT2s5ny3fT+KWfIym+mnyzMApfYPueIxZvj7eirewI1wLUShBpEe8apJIXo+mJ864ib1p8/v5CsfeduZxfWMV506uo3KCnxcHgnyuPU0qr+FjieLAO8+kHdfdztCRbXwzPB09ozFttJczEu9yW3Qpn5h5Dh2JFProIG4tTkL2siIp0bXVqqabGwEXNm6b7iMV0JjYJp7rw80TeHKfxDmrCq/v5FadZofCa8k0Q/GpPLgSBr2lzArFcuN5QusoiqGD3/IRJ2emMer1sPzc6WSWTWDNrwd4y76bOuCTHz2ZdevW8ZGPnEZZWRnnzqtD11fz8Pdupq+1FcVZTixyhJS7hjmBQ3g8oyQSHpzOKCWxOqpNErCsq7xb7sZQImCT8SUlbDYZf9pJVJZQDAmn10mGJOl0GntGwWM4CEoxdAOkvKSjW5bxusXUn4imCQ0lUGwyzjz5W69NKRBRA8hkMsRJgwQOXS/oYaVoMmnFAtFqWsdpSLz1zhs89PAfeWvt26ycP5WTzjofgF3bRSryM5dcySVXXcynvvAplp24mD/9/k6qPXXIusJHr7oYVZFQMhRcW9bichJJiRdtl/TCLp81SpiJyjA7MnbgwwOV/xEy7cSJhSVJhw4d4phjjslFSTZv3pxj9/+rYz+MXfrsnzjvxYdxRXx0vVNLcp0PnykH3E0DOKBxOIRTL4werNr+HrVD4iFPKzLzdu8i7C6WQO6vaaLcL2r/XyzfRMu5y4iYOW8lFmV/UwuvLD2eF05azXlrXuXKv/0uB1IAVDkjGuDljbWKvC6ibSmrhfueFbPx1JvlynnCX76o0D4Jme2xbUaaMrflEN3uEH6vVb0iyeLvYNDF3r2CAHn2ba+j6zZSKTFAZjqLu78OpDK8Nxrhlrbe3LaY3YnP0VJ07Fjr9UzhsZZyNFstkbKr+Hz8O6zfI0r/BpxCy+LAyAE6w50F71tRv4KRHnG9jTPnUN4gqqlipohQ1rxpL7ImoSkGCVsPE+ziYdybLuWmfR1kgOrQMNUjA2i2eoYa7mZ533KqolXMC8zDmy7+be26tc2W3EOw8isYrtlM9AtuiKaUEqz4AimXGfI0lzbPDFtkXP+gJS1eErExihfFzEVnpHHY96aV50mVLx4Sx+2s8rFvVGbOTS/m9u3qFmPFcCpkZpeSnh7AcCrsnz1GwM4mUZcSJNoGTwOGYbAtbDmP1P4gt05rxKVpGGP0GVILy9m4eB5eu+WE/B4bW4JRjkSt8bmmaynfePsmnvI18LD6NAAhU73YX1lcbBpTEiQihWBg3XsnFx13NBsNiMmhM9zAz/dM4yfvfY0965ZQaxQTjd/oXMm31tzEa4d8XHL3u1x2z3u8Y6oga5EUtrSXyRygWhM58m2734TRzqLzHNVs4wNN/2nWokdSJBxTSgr2exZWF75eXE3ZJ5Yx1hL79uX+dvg9LPjShZQ5apjom4sq2/DYZrCwrBuHN8CK7xRrwGw6/iS6aqxrOaNp/IjRo/MmcVVdOV+qLCVxcJTjSrz8cEo90uFCknF8d17ZfuVUyudfzJpjReSo15TMv7D9Ee59Yg17w3GOCe5k/ztn8ZXD99M2ZiW9f003GvBQKWiygmaSL7pKq6hNFLMPqpNi2/E+lcqkzIi3jIwic+1i6zdI2YsXrQ7DRvNyMV6VcmdOjyfhyDBz5kw+/elPFxC3ZVkiUJ6VoHdjGxXfORYTz5bTKSKJsm59lh5LE80rUZby/puVs3e6HJSVlVFdXU1JXTlqpUvIEKhxDHQMkyCm5UXlQibw1caQdcdWGQEFVT3pMU0bJUNCz5vaVRNYrFpxIg/cdS+7d+3glLPOI4qHEinORVd8gm2dIzy3djPf+uYN+JVGjl1+Gp+47ht84vJPc+Xln2T+zHmUKwpyEe9GmPYBfk6RMqyaKrIXTrPdQML4YPXtsfY/Jvj2+OOP861vfYsnnniCu+++u0AX5ec//zlPPPHEhzr2w1jVUC9T23eTSgr56spQjDPWi7TK+9JSfnDqbbx7/MmoY7oe/+ixB1gUFCvF5ba3MTA4UlnoVAAGaieSkuDJ2lH6+9uYKs0gO8fo0XQB+XXYV7w0TJSJbU/WWT/OK3NX8Z1Jok/G+xlRBjlppJ9Sm+XU83s2LJIF8Ema4TwJqMkDKqqaJj++UVYqJv5k0sPWrVsxDAOb6TwyZvjxyrJiZ3/d7sOcv6WVnXmh4oTdRXvzUZa8RzHZFKRzm428wnbhBPeP7GdT36bccR+f+XEcMXJpn7L6BtyBEgD2vFNYxiYj48tYk3OFTfwIR/RKnjaBQ2VohFN2mUJNksyLs44lFI8TDAZxZQqJ0Ibk4KpJ32ZG2QwA1NRhdLWCUOXX+PPpjxBs+yXDdb8m5V5C0iMqMZRMGgyd3EiSJDTVqjIIRGyMyF5Uk9w8Vqgu3xYOa1QkdGYENc7sFg/w64k4v339AOP4JgyXAD/aBC/JVTUYZvOxJpO9FrLBp6ZcxQ9n/pydt6a5+StvFrz/xTt38LGnTucrW9YzbahwgtbL7ATdXk5cWAUmOBhIpDl7Syvrg5aS6/reRQwn/TzZfxe3b7mdp576Pa/ddycAJdU1vN7xOs8esspaI3IcLVW4GjTGLBg+yCJms8V714nfty00gUZ3CZPkHm5W7yk49ne22wHY32dFBbZ3BTEMg61tm/GlxATVKAvQ37bhr/Dgv1FO6rZ6F9mbrXE4treK7MoDZhLI3kKnLCky3mUzkcZU2x2+/AqMvBJSe7MX19chXSEWU6HMxwjX/BiuW4O7aRY2h5VGcNUt4+mpZzBYZoHFUypL8I5RNr2oupRVZT5untZI5tl2Bv+4g65vr2H4sX0kza7AvtVioZDcP0JqjLpsqVnRMWQrAaAp0cuJ3Tfy9X2d/Kz1N6hofO3wn5GWWml1mwTz3AoDTus+/W3Jah495iQmxYQ/O3+X8Ddz2pP84OUgLi37Xgm7PUR1SFzbUJ7adtpRmEYBsKNSOUP8zpIkUXu2AFZJ+9Gfw/CwALOS7MHhEMq58XjhIkCR8nyHDok80T+hTCsAimbq2ct5UdBsDx7RbVBHs8XQZeFBssDG0IvBWta0TPG+/KoefYyGfkaCmAkEZArTJjoyMcNBEB+qLKFKBmpW/MBQqXSX01jqp6W0likV5ZYuQtogk0phz+trpOWx8VOKNffYDQNf3jg21AheuY8VkytwmTIacePfS+b8jwGViRMn5gixN998c0GE5PHHH+eb3/zmhzr2v2LujMSSvXspT1mKlA+tOp/DnsKwtFpaQcAjEHRI8qP7YdMMUdmxqs/6QaLNx3DzTAc/n9vIS8d/kz/+eRsJk5chZewEvdagHigtA8WOa8U3cMz/GCDhLBcT4ZtVhT/OfQ0XctWsn7K2UpTDLU33MtZ+ccFsrmx5mS/7HwUglVfdU+EaXx0SoKJSpC/SaQcHDh4iHE9hN1FvLCkecEUb4dKa4j5FYy1qt7N/vLr8D7BsbxOn5kSTJEbcpRhIbBvYlgMq18+/ni9Mv457rv9EruNraW0DU5YcB8D+99+zTmh+fnnSyvv7Te3qEcOKipRHQ6h580Z7RS2PjSZobW3FrVmrsUjJFQzV/YprV5zDY+c8RrO/GSXdA0aKFCqjhg42GaTC38wdepHy7m+Bkc41ukx4rN5Adf1+HP5yfA7BG/igiEp1Qucfa6LcsyHK/FENCWiNJXl6eHwejWEf/3G9eIoA171OmQn2RrRXq0knNAb9FkA4Z4M50XcFSMcirDw4JgVmTmhPBFQSC8x7nNJBNxhJlPKbzdfy4O5L2TM8FdlhjdOX1j6GYTrp8qZmvvTGl7hhzQ3sG2rlon9cSViOMtjm4ygFLAXWkSr+fpqpBTKatIDy8mtEyvRS9U3WO64HYIF0gDppqOj9bYNR3u56m2d3/hO72deo2kyV7KhqguGj94kqsinZSJBEyZkteJbWUvW5+UWH5QMV2WcfV1Jcttvxn3du0fbUQet62trvZOv2T9A2/3skPUcw8JDynwIBUYniKS3NHbu7Svzd1TAtt63OYWd5qXg27JLEjuWzuGOmFXGJ77D8R2yzqO5xzSrHf3JTrgNveqCwhFg1v0t+dPqY8G5mhPeJNIxphxwG196+io/9eCnTTXDR7bJ+37DTw+fa7Ny6VQCUE/cm+PTLQc7dEKWuspBz0+9tpW64WCAs6SxceCxOT0JGQglY0Y+SiQK4xeJxdH38QRgaEN990RlzuPi7V6IoEI8VLswUxdQpMWUmIlFr0SsBGIUKropa/Ju7fR7zXApZYKNr4l35QnlZs5ttEcaLqOQDlWzXYt0EDjJCTwWsaErWDENBQybg9+F0inkgkNddPIuXvA41pw8jyxKplPi9DUkjIRkkZIjYQgx4OhnwdKLlLcjKNY2mTCbbix2Anv4XkDByERWPx8OvL/nwxNz/mF4/+aaoohNFeaK482++DXd24HGIqMIw5fRXltFWL1YT34va+MpeMXi6XTLP1IsHN2Wzs3GKj5gOSUNDllVix16VO2fP5GPwnXMHasUU7M3Hkzr2E9TVnmCep3jwvlSxgjdmitX6iR2Pga6h6xrvPfk3Dm/fykkT97JqyrPsWWzHMCCVGw8GFU7hcNvb5qNlplJediKDicsLzp9OOzC0DI+u2YnDjKgk0i5z3yjavyj6kvP2Vxp9XBa/idLRjZy5fV3RsRXhUZqGxCSWUd3ospeusmm8M3kurS1fJVpyCX8b0FnXuxWA6aXTWfPwAwXnCFTXMH2FuF9J8+GQAXeXKBuuigvHo2DgMefhUC53rFM/OoBtjMru+paZPLl+Yy4dA6ArXgwlgMMsLa72VCOhoWTEmDmcSHP+kmIRMUlrRdZ68Q3djX9QcAzigXNJ2yexaG8Jw4lF2FSFErMbtiZrZDSxanSmCiMJ5YkUb/ve5aoZ30K9VOG6WrFi18ssR3vqzGquPG0yukclMyXA1K7idN2n6itRDOhzyezri9BvhvA7KoWjm3U4yfw28b614U+QSEmoeZOK7rLuiwFgk3MKl1Jcg6TGjsFZzOo6iVI9guK0Jo11c4fZNDnGm+Ur+fMR6zzX/f0+9gVF7nvkkJ/t90/jtreutT6zv5gAeu/Oy4q2ZS3gEVGr5nI3FT4nmBot1dIoGx3X8Yj9J8yaNQ/3mFz+oYEI7/e+T0nGh2SC/CoTqOz3NzLq/zdWdqf8CJZ/Ga59G9lto/T8ydgbxyGy5kdYPuD58hx3XNG26Lvv5v4eHBDEaENOMThZCCum89RePSXWIuOw2XLj7MQEXlt2Jk+ceSU2WeKXUxu5pqGCO2ZOoNI+Jtw+Tlmsc3YFkiThnCqAjx5OFx3T1J/m6coTC7ad1/86qmFNnltCMVS7gr/cRUCVuXeinc8ssRYKs0Ial9SUUpYS9ydjQO2IhmzAknMnslGS0bN9ZEgzt6uQvwYQy0vTn3biKczTmgGQ3dZvmtWCMgyjoFtz1tKpJNFRMQfMOGUWNRP9nHxyjJLSQmAkm0Bl2AQ7G/abURjzP0ZGJxv4UFR53A7GHo+H0tJSKioqcqX+umZgGAYJs/ePrIheOU6vLUey1XWDRCJBPG5FuTVNQ9IVlLQHORedEPc/X0Ug+zRkn3YDGQ0Zn9djAibw2KQcbya/u3PubxkL5ElQW+cFj4rNUJGQ8Kq+nJYKQAwvA5QVKLPIyCwJRPBKwg/dd83xnDqrhg9r/3FARZLLKVfEzWga7hn3GHcswjmv/I2NqyqoDIiJabc0h8u/LkLYlTaVlnm1+NPiVq+tFAq2WespFQNjtyrOP+S2QpB9s45nl1/ODYzy2uMIV7/PoWN/xKBr/Ns9HCjFlYhzUmw97H+Rg++vZ9vau9my7ePs2HF97riwU80hXtWdwW1PoBsSXV0zUYY+yrt3JnhybyEPY9RsxNe68W0c2YiKCVQOtP6Ua+rKaXIevbwu60gAJnOAc5w7qOl7iKaRflb2W6TT03e+x0Wb3+TYtt0ApFQPwYqvsnbaMvbUCX5L3H820ZJL6XSejKaU0W7UsT9auJLwV1Ti9HhR7Q4MRdxnI51CNiMu5QkxuH2K5eBCqjh//egA1ZKBMmZy0GWZxxavZkPzDGa7V5JyzCDpWsJvpls5fN2cuLNApSORpHlScbRJ1oRTc8bWY49vyUVVNOepzD4UYKd/NoORFKUe4egzUgZDMhi2D3PSrqcLzrWse5jb6v5CWI/w/Z0/4s0XzYZveaHc6bV+mqeUkVpRDS6FC7ZGqItbK+GTt8ZId0WZYYqNbR8I4ZQE4DhQJ37X5v4My88SofigVpfribLK1orTq5OZPiatJ0tgRm8c7/Qhm1ohqzC4NXkbkq0wZbhz6iA7/LN5co/1vPXpVp8URZcxNJmuSD13bL2a27dcw7rdhRyNe7Z/nCODSzkcKk69AuwbEODtV5fMFxsuui+3r0IK4aybifP833DyjML39wYTPNX6FAHNi64KR1+FANP9VNNX6YCjtI8oMocPTvkh1M4t3P78N+D+08HsP2WrtUiC4030WXNOnZr7u+yqKwEYvO+PRMKtZDJhwhFLVyhStQVdSuOabaWfPKXW+GytFEDlpH6NT6Tn87taUWFW5bDx4ykNnFtVUvDZejJT0DQya2qZ8GWy2TtIGyMuaOgGF74bYcm7Nayb9BIvjYoWAOcOvImSB1Rmtz1DMJ1BkiXSLoU/TCnkk/xp9Qx2ePuJGyns0j7OLP0c012v4StzUju5hNNuXIxzVgVBKUZYTow7UcX91vevbqyl8jNzqPriggKQoCgKbo8DlyuY6yOVb288INKHyZIKlmzv4NO72vF4w1RXtxccp9g8dKEzYD7vfjOyJBkGyBIGEDf9js1RCJazJkkSLpcLRVGQzQimoRsidZP1614NZwl4Sx1IZvQmEU0zPDTMyMhILpKi6zqybi8g5hp5EZWsqeY1pbPASKisIEtSDqhomoa5XsstXHVdz6WjtDHPh4SBzSQNB1IBalzVORVsAMOwk0alPo9rk5JTOOJt2E2OS2leNPDD2H8UUJGUSuzeC+iqEKH42qHiiMqlLzzO5x78BdMP7iQwIUIZw0XHVNlt2Jt8+Mb4mNpBsRLrDyjoEvy66W4MPUO327qNf5xexlXHebhptgVeuuf9nt7AKLosIesGV780yDee6GRxHh/lnI3v4jZS0L+b9s2bqDlmAF994QogmNel1lkqHMhArII9vSpb//EYseAoUcVLOFGSOy5qdqh0pYMcZxO5+TztM15Y8zYbjpvJ+qUzCj5rks3GXe/HqMxYB89D8HnS5kPmHLBSAN6EmATcSQE8UjYXGef4DQ+TnuUM1/+WGw7F+cmCU7nv0i8yYorJecsr+O1rBzig1OSAiqRlkDBQZZl9dVPJqDUETKAS1ZwsqjwNyTBYPdLD0qVLCz7Ln9fjafOEaSyf+RWC1TeyMODjslorjRRMinSLbAKVzniKx/vNCdkMrUpaWKSHTJPQ8A2JirVwyTLuv+ALBN0lpDSdGZPE/dQkg7K6at6qfYv3y5/m1O3PUTc6wFlbnubeEgu4BOMp2nojkNSQItbAu+b4Fm48IFZ3i1uTjHhsPOHv47z3InznsWEmDKR5443DHKOIiWVrqcIyr0p7lUpPmYqaMVjWv5f5m1bgkESkRTeBfIsywipPO3pVcU8QRS12DVXEmOLoQVaLyxDBQMrLUysOSyhM1kyHiMKW/nlsG5hDa6aR6rD1uSETUP9l5/k8MmynM5W3Qku7iKTEWPBlSzmnnyVKYwEuvA+ufRscPm46dxYnTKvEZRPHDUQShJJhSjI+3MOzzO9hPsdUCzG5eCHw+rcsk4IN90DHu+If4FlYhdPkSQTOKu51kjV7czOS04ns91PxhS+AoqD1DXLgc+dz+GNXYt8roaoBFMULko77Qi++VVb/q7oplvJu0FeCJ21Q3+Bj2aBGS98H84ByLS7G/M7Z5oaKz5RTHwNUosEU3oRB7YhGNO2jLXEMMclJY7KXyXGL93Tn3p9wT5d4loJjBPuuOahxYP27rFn/Gk/IOwjb36BUPcLqwB2UV4qJzOWzo5TZed5+dIXy3Yq1wAqUleOYWIK9rpgw39KymWMWP83AwCsF23Vdo22rSEMfnL6AiKbz3ECQTEYAmkzGigCpqo8DaOwwORaTsr4JQJJIGSJ4Jqsy3tLxJf3zLf/5CpuiiAYGsViUcDjM4OBgDsyAReZNp4Vv0DQtl3Ide04FUZnjMiQ8pmqugfChAA0l+SkoIaSa5UbpusHo6Ci9vb2EQ5HcdRXeN50KnwNJMpCQkGW5AEnIhgxIOAyFgJna0uQ43YeEH/P5fNjGUUP/IPuPACpLKzpw2Suw+z6KpPg5UHkuCUcpJ25+l3qjkya9nev+/gA/vutWznnb6gqpODRKKc5r+1QZtcKFZ0zfyGN3bgVEnjLkiuAKD/K4bR8v1Rbf9OfrbbS7LWfbSTMAJRGdulEZp+ahavfh3P4z9h1AR+JnR2YSDs3H4S5e7vTOnondl8LucnP8lUIMzzUcY/GwpbcQ8fh5Yd+VudcZvTi0vXfIWsmta3+Jh7qHeLx3hGsarNXa77ylLB7WSCvWdzgGUcHjMHPOWTVfAE9KPGzOTAr5KLngrBlyYfXEcGkV7yxeDcDazhi/efUAz9aciWEqXkrmKkKSJAZ8pQSrbsRVKjRNEukKPpOJcNmGVzmmxMvy5csLzj23q5UfTbaqVp43Kwxmegsd2vXzRORqfolYkR+IJWiLCyfdqMssfvYJynpuQDYKI0C2pFWpMVxdjdbk5Sfnz6ahrBkQhLNVp89HN+XMI2zi2+kRtgeeYWulFXUYjZkkvFgGKSKc4c8/MoedcWvCcaQNBhWNidVVXDN0P23VNu47JcDvK0IcYxOObEupgk+R2NEiXs9rT7JIehOAWvteDLQCfYfqYDFQXzCcYfoYbo4LiYC8hSpHBJtSPLFLShRJLs6zp4aW5tJMmbxWFW1GDZVNH829DqVECsUe87I+qnLvoIPXQip/75rDT9Zb2kk/3nCDdfJTf4L+xS2kZ1mE2DKPnQc+uYTN3xOy8GkN0B0ENB/ukWko0a9RwSCSoZGSHHS7KtBjH5wiHtcySTi8DnrzuD66uK+STaHiqlnU3XQc3hV1RzkBSDYbU956k0kvvYjscWPYzYqRDRqprXupuN2Gw1aJ290MgDEhiJyX2pp78mk0z1tIyapT0RWFqT4n/lUidZ0e+IBmdlhARR0zqWYBShaw6GOASnjIbPEAxLf0Y5ccHFHGry76VXsfBw4MMjQmklx7OM6aNWsASDpGcTktwu7kSdZ47/GFiEpJHIbKifpC5nSJiGPzoCgUGPb4ScsKMZuDbnn8FJ6upygrE2Cnf+AmEllFXmDNw38mmehBtmksPd3SSAqmEuZ7rYWMolbzM+I5hehqM4IgmwqyGTMS4fLaCgDG0cwwjBwASEXNSFQeOVVU9VhzgGymt7NRIV3XizJ3ZRUlub8DukTAXJHqgEcOIpv8EKcJUJQ87ZosiAlHo7kUmZbJXlcxUFFlKQceZFnGowrwo+pqLsqTRsVm3heHbPmZjCPDVS9cxS/f/+X4N2cc+48AKovLj/DplheZ4LCcRsjfTOPBPm7hy/xc+hpnbnqFFds34bJIHqgODQcpzjL+UXC+lGEgyRJdEwpBzKSuDlxmu/aEXecXf9J4eGFxP5Gs/bNBPOzbmccvpe8A0Dhofb6z2yJNTk7D36tWc3tNPdcv8WGmRLmv74tUDIrPDCU2M+Oyg9jdblzmKiWTsAZb3dQZhD0BNk6YSeuBJbQOzqB/uJhnsaFvPpGMeLDnNb1IZM/lvNb2LP/s3Ik9eYDSnhtY0y8cSU9eVshlVhXZTWdZGg1RHRqmdnQQZ1o4NAlwpY7eYvxollbtzD/tbA4PWVGknguuoqukkgwGG+ccxwOLT6a1qgFdLaXBblYwjbjpbW8jkIhSVVWFqqp84hOf4NRd65nZ3caMnnZW97dxVqVIb2wOifNP8xRWDCytX8VHj3uMK6eKNvevDVnOc66uUDcSYU6r5Uguea2epl4XsjaEPU9Y7swljXxs6QSIi/ubVpIkbZbzHXANMFgZIaGOuUeGiorGDIeCbEqQN1S42TTUjiOyBow007pSdKbSGNWzmOl9nSePE86h1e/lmL2vi799Ci/XqPRXifGxum8X05wdGAYc77+bEodVNn/mmWeyTJ7G2dvWUhmywMekmFFUqVJCkoDtfpyKhjJOREWyjYAyzu+etMLzWl5juCNGBWGH9ewkS4VQY7deyYNHeglqMk91LuLZ3Z+iL2alc7YMrrP6h6h27u54iWP+egy7hgrbL7jsSo6vYmge3LpJILdNQyVDBSJ99jnlPm7a8yBDQ/9mo7SHLoY/nSH+n7VYIeiTneq4XIV8UwIBJL+Tjs77kOLFAN+eKcPtagYgEt1fsM/mcHLhjT8ieOYlAEwpcaNWCseRGYpjaMWLnaxlAUgWkGRNMiNRWTKtHisMKwdNADTJIbPQo3K8T0WPjx/GXz6ymYaHluCPWVVgK3bFSQYLZfmdWFHKxpY4TzzxBA8++CBPvCEijtNrJrP8u2dxaSLJ+VveYnnrDvEdFZWHjj2Vvy05mXXBKK8OhciMqZ4Ze8927voKe/bcwGhwE9veeJQZlx1k6gXtKG4LsB0xo3mSZI3dl4cU4kCfuXh1ZFM/AIZB9lYfLe0z1jweD/qY58UY09MinSnmo6VSKTRNMzkjhWNLUWRKazzWdZkWqLRTLgdRTHH7LPlWVVURDck7Ph4fz3cX3tNYLFZATI5pMZCEfIQn48FmcqHiuHIVR/vcCZ5vfJ6EnGBPYg+b+zfz5IEnx/ms8e0/AqgA2OU4K/335l4Plc5g/YwfoZtdeuOXmGgyr+ZccYrJ7nL+wreMH+e4LeGMxujgIB37CtUyJ/QeIRA10SZJbBpUBcev0AB4tsEgXLaTm6XvW+cYsVIRM47IVIyMsPr9jShqJdu9grGvGBlkmxgwG6oXYE9Zg0KS4f7Vl/HwkXYA0inx/S7/ya845YYfMlhWxZHSSm6Z8EVuCvyQCk9xGPLS2ZVsi4gV7Am+DJOlVr7Oz7mNz3Fh8mbUdBf39vyEW2sf4GIz5D7f2Jh7v9MmE3R5kIHzt7zNudveKXgw3KkPDjuPZ+lJzZz0yWtJmg+RTU7xsmzw7Lzl3H3mlbyx/CzCDhcuI8qnjTs5GyHzHIuU5TR5qqvFhNbc3MwKOcPxB7ahGAb/uOXH1EULJ9epY4DKL9p6uf1IkpsO9iFDTm0X4Jy6ckrToyzaW4r/wBkk9nwHd1LFmVKQgMDAr5i67yEAEubqw4iaOipymvZQe+5cI/Ygrw2/WfT9JUPhXPsualo3ISU0VN8OftL+Gne/81H8w/cw8+A6akc1elJpHhtSeXjRl0nmVQEF2n/JZFOi+sZ5LnrMdORKrYah9E9I6vPxKUMsnyQiihUMsbjZz+xkAw2jA5y2a33uXFNaStGVDJJiRcx6sKNIYqwbZg+VmtaFuf2yLThuREXKByp5TfsMZHbH8oCKey+SpBHGjSNTjU2rInHkCmCM45cy3L75drb2b6Uz1Mmd2+5EN3Tu3Hpn0WeXmzpERsaL2yzJN5wS7e3zmKBb/Kp79MvYtfvrRe8/qhkGtAlgc3P1+Xxs9s/JoEBsTHR2y0Pw1i0FXWv/fGSQ37b3ke1cYhga6zecSWvrL0jMLAYqjjdjKBe9TN31dgbf+zvjdTzJgu8pbidKwIFkk0kf3kBk7caiYwEO7xpi3xsiTaP47ch+E6zkh+/dWaBSyE8Y6AgTUGCWScB+374XXRnfBz65/Su4GOL0sKjSOnG0n5Vt/aTto7ljyhmhLGmBifde+Qc7d+7MPdMADcdMQrUrHLdsHjWhEbzJOEtNsJqwO0ipNn7Q2s3Hth/ige7CSsh47HDB62BwI909j7Fp0yVUzRtCVg2cpSm6Q1azzd6MuB9JyeIadQyZfERz0lbNqIlkALqVHJHHqfAaz1wuFx6/K1emDBT1BgqFxtxX80MSiYT5t7gG1QX+SieSLGFzKMievKozm4zLjCIpJkcxW0UkSRKVlZXIspyLqOSPQFk3n58xQCWRSORSUEjQEeoglAyhGioyMm6XiJhnUAlh+dm4Gueg/yDRvB5MH9b+Y4AKQInaQ6X3bQB66paTdFYwvF+0vc/M0gidl0FXLfQvm/nuTEJmLlu5r9asUohEeODr11O+a0PB+Zt6j+CLiYFlaDEeW30Wm1tEud+5edUYzREx4EZsDj59THnBOaZJFviRlCo++7LBskMT2eZeyCiCYOgx1SF1QyKKh365ouAch0uriSTFCviIV4Rdy5sm8FR/kJTdScVwH85oGMOusHD18UX3qXpoDSF9fJLf2T5x3jJFp3riGj7ibeWczAN8jt/mjqmw29lXLT5Xorh4YLyVnHvLMLYtxWm2rHVoTl4YDNIXSuC1Rfj5ih9zu/2zTDN2Fxx3OQ9yIq/lXsfjAnCVlZUxaZIl8V9XXUiq9B9pK3i9rKQw9fPSoAAy/alMwcPqkCTOm1tLaSaIjEQsNpc0Pp6uPhNfxnoIA2ExSQ+bQFiJOAnEBYH1Fxt+kTtOkgxaI8XquA4D/HIS/0gY2d6Pq+Ehujt/ktvvTApexUiJypfau/mu94SC9z+lrKB0nM6klQnB/UjoxzBkb+DpjGgPUUYQo/cAaAanpuaxPFaDzySPr55SSY/3Z3in/gTJjJ58Xvk7AEFZRjdBtBacjR4RxNIFLRJNFcVOWkpaz9s56S0F+zZ3wzff/gE/fO9amjNJWiTRUPHM2M0c6/gZY03x7EOS4OG9D/PxFz7OmX8/M7fPpbowdIORlw4x/Fwrekqj3ATpuubNRVQ0h0Znx1xqDxVGjMJjurwOj7xLe/ud4zcGNAGJAdw24SpeLV/G26WLINwNO5+E6JCIrvzzenjjp/C+aMswkErzrf1d/Lythxc3CUG/ZGqAeFyAptGrikm98j/yxu07HfT3P1ewfyCV5vUh8RudXhFAkiUkdZTExj/S9ZkrSR8prF6JjiZ59nfbCJqVYUkkSs+bhL0lQNklVmlztsRaj48BKp1hJplRAx2dfWo3dtlKMw25f0eiehxtGsNg6r41jPo25yZnJePgrLxnGcAIFRdAZOUqshU8EvAlW3G0AeCxHhHVSusGV24/xGWtAXqp5Y302XyF33MEK8JcOduKInaNWM/kgFFCFA9rIk25bSEzMhbEIINB2hzq2RGf9XjjlaKPZ5Ik4fV6xwCVMWNNKgQvqs0GBkSHMygZd67Sxl/iwem2ImOqU80/BSQE4Nm+azs//vn38ZW5WLRoEYcOHUJRFH79618zs7GCr1/3CXbsENGqw+2d/Pjn3+fBh//EL275KYZhUFFRgd0uPifb9iYfxIRtYWxuG263G0m1YwAJpRB8JZQEQw7x/PzptD99qHsF/2FABcBfWfiVBneej9xTCTJETtOJNlRi85yL6j4F1Vw1pCLi/w4ztaEM9aPFY9i0DFc/chvHZaJc+dyTBKIRPAkxwW+fVMFdF1kt3uvj1g82Jayx2Oyie1Cy+CAATZ4deEOHGGvdih9ndwkAPkwl0pSb1VuTvOdZXHCsixhehKOJmhoir9z9O0a+9wWaug6yqHU73pg4x57OTl5XFvFYYi5dWoBF51/ILYGn6NXHf9ABqlWdS8tSLPFoBNPfZpX+LG5iZFOp5TaZrY1T6fSPH/I1QtbgtGXS+MJp3rjyWKTEB7dB/9TOdg4GY8ws30epM4gsGRzLuwXHTGNvweuU2fm1vr4eNa+9+JLFx2Af6MZtViGV9nXl9n2zpYYLt7byz37LUaWPUkZqjwRJJxOoJrCLmLnYw+4JXH+tBUBOXyXk1UfS4jvGgimO6Txj3HOO7X8B4DDL9jRNLtApyZo/KpxNsnT8Cq1d9inIweKws5r9WjPP4R8VX2DEJMhN5RD6yCgATXoFizOTeGRdlD9viDGr0k9GEcBI8RzAZzP4qvoEVM+m1XRUeqqETu9MMkkBhI6ZJHH+MWIsntB4AsvrlnNc7TJ+euoSQJQnnpPaxTbHp1kmC7D+wLp2hhLlzHHV8syRHk6RrMnihR2FK2PvtO/iajy6YxtNjjKwv5PoG0eIremhY8MeSItnZHpkJl5dTHJJh7jPlQPdBe8/QgOZjJXu27LlYxw89Cv6B14q/rBgFzHZwT6TOwKQllVY+1vRE+eRS+G3eRoRbWLxtHbEilC9cGArhHtJpazvqftAvv7Yws+KWgsKKQnDw2sLdh+MJdGBZpedKdkooWRFD8Ovv1FwfH+H+I5Oc0Ld+m4PrlkVVF07F/d8SywuW+JrpPVcTyNdNxjojJA00yujkojkHEJM6LrhQZ13PM6lhS1IAL7S9iA/TNzOObxCtXqIWezjk9IjTKRQeLCMYv5TICDStlmVWYDa2tqiSiawIqWbQ1FeHgqxJ+VlPUu51/5J+qUaHuArzJh+c+74/UyjnyqCeVolg1Ryj/R5dodm0942n21bT2VYE/OKDoxikNUwlIzCxMiHjaiIY2UCJQFsXiF67HQVP9uaEs+BASUbkdQlpLypeyw4UgvE5ozsQSxaeSrfu+FHXPWxTwKWKvxll13GLb/5Hbf+4QFmzl2A3+/nox+9lC9e/1WuvPyTXPbxS7nx+zdiyEYRYjDy+CuapCE7RGl2TWU5ZZWl6FIhl6bT28mAW3DCPvnSJz/8vfrQR/6/bIqV3jjlnGOtH8e0UOuxOdHWeGkJin0yqmM2NptwHGkTqEiZMJJuUBq0Vv5lwSE++u5zXPqayLO6zBG6aUxDMyljTS4TYxpf9BZLc99sfImyyoM8fEIxMx2gqT3FhP40fhOoaCkPx+1PoMUmFBxXwgiViDxvQnMi2WzsXfsWairBie++wDc++UnKTGLf9r17WFgmE8PBHu88rhkWjm9/QuFoYog31CaY5syWuqWpMme7vSYfxqkE0GWZ5xasKnjfo8ecxBP2BchtYepGB5ja28HD7gzbT1/AhAoPUiiNcjiCunsU26ZB6pUU5xhP8QPjxtw5vFX/4Nq5f869ns4uS4vCMCinkPiYBSrZXGvuPIESHIPdKAnhTEfesiact4fDbAhGuXbXYV41V6Opo9yMpq5WDu/YCoCGTFoSY+WRa5Yyr3o+AKqkctxU0ZtqJJPhq3s7+KUWZvLQIuY4rEaEpXYryqOOITnLZr46jopsL4487ap5m47pOzGc4+fAEzY76TFNwc7Li/JFdij0D4pJoMKRYQ570UNh8zPFd69JGMwa0chgraIvXNDEayd1IUsG0YrJfKlaRImkdA1pHXRTKXhT//v8be/fAFhZv5I/nPIH7jn1bk6cLiY/WVLRDTeB0kpqphT28aqrExPdl9UnWaQUC7A56x9GkjNFjdnyrW20jcMHD+Reb3trHSW94g0njlqCfHEzGmRPFwL1x7mc7ds/X3TeeKy9aJux+QEumftrTlhsjdOwkte3pOt9SOb9FkHhC7aGLf5Vm6sBhttIJa3xPGvWb/BOsNJpY02OQXfPY6xdu5L9+3+MpiXoSojv0eDIm+R0KzqU6SsEvRFTWMxjPi7xo4x7ya7kwgXp3ijJQ0FG+2JkklqubHbIrCJ7jwWs1c+mL/Ub3AuqoKSp6Hzf6rwfgIXs4pP2u7mY52lQrLTMo5wNwAwOoqChKArHs54r+DsV/7gMXryhAKjU19dz27RGHpxT2NojruskNJ3Xhqz7vxMLNEaNBqqqxALiIJP4ofQzbuRW9jIzd8wgFWxkCW0V9XR2ziEUqiaRFH5zvpohTJKUZHFUcndQkj50RCVrHo+H0nI/pZV+ysrKqKiowOfL0+aRLPAjywrjid+MBUeyDEOyQUoCb/ZUsops/m7fv+FHHDp0iHvuEaXZjz76KNd+RlTQGYqdt956C5AIBEpw+e1UTKngwfsfpHW0lWC6MB2VkgqfI4/N5MhIEqpJcPbkpT6zAo7/rv1nABVXSe5PxVeK3VUY1n0hcApaVDjUlE+AGkdJJ7KaQtMUEiNiW8emQ3zm5SCVg4UPd+eu7bw5tZ64w0/pGGnlrD3qvwtFFz/CTHWYJuMAFxiP5fZPMA7TQBf4exgp9bCzYXzthoUHk8w186HpmMjvR9KF5aO38iUmIhy6bdIijLS16nIlYkyvKOe440T1yzuLV+Pa8jiuOo3Ds/1IZtVK3JB4P/bhiF+KBGENjqTFcKlLRpBiGTAMttYKELVm8lxGPH4iIZVw0s6UTQdoikdZufw4XHarlM+2N4jaGUUZTPJ797tcxkNMZR/1hnDmKXshd6RK78f/dh+nd6TxGUGcFPJfZswQugnLlhXqcjg8hWBQNgxm7dtMIJ3EncfKv63dFKg7SkRlQtchnr71p+KeKU6QJO676hiOm1SOQ3Hw8oUv88wFz9DgEh5hOK3xcM8wa8vgd2cH+NrCG7lq5lU8ctYjLKuzJkybbmPhgDUpZRVs92eqkO3jV6E8X/pHjDEkVzUjfvukaqch2FWw73u7rHuVJJ0T0PvMAgUHadrNzGaMIH+r2skDlf/EMbOUcMqKLKyaWkVVRozHp5UUQdMpliPSbEZGfO89w3sIp8NMLpnMBZMvyL1fM69PkRQ0exV8aRtzpxaW7E5qaYGzfoXrwjv58/evJ5D3/DqqnsfmtyItV8++mvtPu5/fnPgbAo4Acyvm4rF56I/309lmRSoXhWfgNp16PG/NG5IiucjbPcofkUztjx3SfNZGxdjTCyT+CyeBPTu/zts8y8bA7ILtWUn5ca1nGyTDtOdVcLW56jH+dDrbtn8agLLS5dRUn4NznA7luSuJmroayW46ux6gu+cxjpgR3vp8LaS83y/d21dwjshoEhkImJPWqCk4VvRZspRL/wzct4OBe7Yz+mIbKfsIdo84flgWCz0Nla0sQlPqUCtcOeXcD2tvsJS9TCYpuXCSpEYN89VPX8pJrGMK7cjdm+C9O/EQZ+XKlZx00kn4fD48qsKpFYUaQPsjCVre3s7tHRZhd7c0J/e3ruvIspO9+nS+L90CQFzy0CNZKaFBBBgf8fjpNmUTEkkxIZ+sDLJBDmK6QmTDWkdJkkFU0/5b/9KKAg4ncd0grhuoHi9JSSKm66SQiWsGMV0v+DcWu6iyTFoyGJZ1bNnUi6zmype9Hj9/uOtuvvWtb3HLLbdw7bXX5sr5E2mNngErqmV3qqQ08d13b9td1BIklZe6cqgOnKrlvxWzys9mwG/7B2hKHV1T6F/Z/0j35P/r5q2GEXNgeiqR1cK8bHO7h1RdBS5CxKc5UA+N4qkRVQLRI3Ukg+LmG9IgVUGd6BgCVtbWTq6i6tDDcMw1RfvsqSEu2PQWbk0nsGAiXZH7qccqlZ0d/xu4ZFBS+BO/5726AeYcuhrDXlg1VDucYWrPESiHdFQ8MInM+OAI4JHMVD6bfyuiYdAy1LpMp6uo/PPMKxgpFeeSM1ZlwtthG8d6xEB+NaRyki/D0RYER9IyYU3sdAS7cWzvIz3Vz3tT5rOzaRoRhwBTbqdKLJFhfWYCysQGdMNAliRiY4lhQDjcnUPKJ/Eyf+Fqhijk47jkOEYqzpt7+jm77PWihpsXXPARTjvt9MJVCKCoxUP7zDeeomHgIL875Yrctk2hGC8OBI+a+mnqtlb4CVnc05qA9TDWekV32bRuoEiQT88JehTedQT4+mJB1Pz6khqeaxdM97ScpiXSQnmynFcaXiFmizFSJtHX7cNlG82dwwAS3tUo6R7syd3o3sLv5Uh1kVFbSNjszBw+zO87OnjT7uHkjkJuUkQSANXtdiN7xfW70yItWS2N8udyQUY9tqGGKcmLrO+sJSAiJrvDsrUymiTN4TCCqJpvV8+5GptiAQ0tZurTSAqGrQwkiYuPaeSmZyzu0cw6PzSICdsLbPvBqTy8voP2oSiuinkE3Iu4bZMgZFa6K1lcI1Khx9Uehyqr/PDdH/L0wafxDhWGzrNAJZafR0+HcblchMNh3CkHp8vP8QJCyr5TF89IKm05asModMzd/X+n211ccjxkLynaVmDPfJm2pm/kXg7ayxh2WoM5Ht4P7/0Bdx6YHWvOvTK2gxLpSeL7hIJb6VKFQmy90yS/JpMEn7J6IGV6Cxdd0ZEkNTYJWZJI6AZxHTJpvag7LwhCrR7LYJgp264DewmW7WQdHi5lKSOeBNl1Q4oMtgq3iCj4j16SPZ5NWHEpxjsd9BklNBGnxZvEM7Kn+MCRw6xevbpo810zJ/BZU+qhL5UeT8cuZ52qg/s2bOZP8rVHPWYIq0+RHiiD4BCqyR/J6CMcxk6LUhxRSUgw5+0dH/hd/33716XzB5vm4MkrNbarMg2lbhQJJN2MLJlAxe5USSUynH3GeRxzzB955ZVX+OY3v4lhCJ2qjK7TMnkOhzvaTXKuzO514lkNjgbJSBkitghNvibawm052X4Ar23M4tAs4dYlaEmnWeVt5i+p4lYIH8b+MyIqct4qM9CIohTOtr6EgWZGJSpnP83EM76Lw+yFkxipznFUbJ4hDEOjalCsTO2+S0G2JsCUalA+0sF4dtfJv6XhwFamed6gslzkpKeyF8XI4Dai2BPb6DHJimX2DjJKimcXWVUSN3+kFF2C8oiO3Svy1umoQPOhoek8R3FfkHWswB4RiDZpd5BS7UgYhAb6WFFqDZrhUuvBk3Ur/Lwv8IXc3xujKm3Jow+HIymZSFYpzmwFYNsvHoKI052TDXeZDk+ZXkLUMHh7JEwwneH+X99CVTJ/dWcgG6Ix5Z6hqbly0Q3SMrYgIg1pTUzKfrOh4WqX4DZ4vDPweKYwseUrKIpSBFI+yFLRCN1jSvC+uq+DhFZIZPvsI7/m6kduwxe1Vqdl5aV8ZGE9M2uLgaNNlmhxFVdY7chr7ljhquCEhhMAmBycDFhNGwHa/AMgpVA9VmQg4TmeSNknCFbfgC45wVUIVCRTKTeh2klLCue33cHv9v2cRSOFIdYsUAkEAuwYtpxaRI7hUx/KvR7ZchvBlAUqI6lIDqjopmz9ueEIx5WYFQFa4b1f4J8E7/0BIv2w80m0+wThVZZUDJsYzx6HysbvWh2Up1YX/36XH9vEjWfO4CtLPsOnZn+Ke0+9l49O/yinN5+eO8Ztc2NX7CytXUppxs/0eHPBObJxyHxFkXBKABWAdevc1KkluX0pPYlhGKRTFphPZ6x7MTIs+FK91BZd7+1NH0PP1U6YVmGRU43WVzgcL4wGdrston3zrkPw4rdwHXwazw0fRV45fmQl8IT128XiHUWpn8jrrxccn+rspu/3W8mYKZ9Yd5jFZlXIkKn5noyOH93ts4dIYK2CD5q8pTBR4qQY1Kx7k5TSKBUmgFcdRNwizXnawrtpdY2vs5K1+tnLUFWVAcT9qGSYdM8O1gXmoeVPUaPjLyAvqC7lyxPE54XGPMdZcyJafAD8NqHQJRWnp+YaQm9lVLK4d1Wm6rhiUuxHlYjgqOSRaf/dip//G1bmsRNw20G3IioAqlkpqGsGCxcu5NVXX+XVV18Vqrl2BRmY09jC9779Qx5+9M8MDA/QdVjMh3OaRGQqLaUZTA8WgBSPzUOFq3CRmbXs/TnF05zbJh9lYXg0+8+IqOh5D5qiMufEBt59qjDXreelT2RbEnepQOyZeCWpsHD2Nvcwhh5G0TV0SUFS6nD4P01JxVb6WgUpbbwb7FVkJjrDDJ++A0dpiNGwIHyWM8yNvQdo8/6WNTGZiQ6ZWptGk11nT0JhX+0AJSnorPKSskl0las0DWawecSknYoIgDGzJ87Sdy7kIyuuZBEbwDWdZpebPUkHJR0m2vWVklFU6vq7OLxjKwtOO5vvpQd5eccu1i84PgckJN1UXbQ1MEmdzeHX6zg4Z4jejMzfRuzcUJMYN6qSH1Hx2a3JW4pmRDoirSP3JxgKCWd8xpwangiF+Wv3ENeNHGZ01cWc9fzfaNVkDiuVTPBbHJ69w1NYUG6tsG+VvsMt4c9hV1JUuoYJOEIMJcpxmoqis2bcgs9n5ZSPZtOWHc/BTeu59Ps/58mffZ9ENEIkkSBmOr8Jna0cbpzMcLpwUr/o2QfwjiOENn1CDd/ISriPY1PdTlpjhZPRwTGvbz7+Zu7d+AL9L24DCVRDZc7QXDbVaeyNpnBUvZA7dnn7ubw3+yyyFEzNZq5UUxrO1Bpsib0YNqGAmzCVHg9TTw2FOhVgAZWI4eBT6/xsdigccPbx5eabqc5kyJYB2wyDUB6/Ijp8AA6KyS9kzhlTUmkuLD/AT5lXEFGZ4G2gfu0dsOWv8OK3AMgYIjSvSApkrEmnwuvgyc8ehyrLOG3/OgV5bO2xHFt77Lj7jqs7jpXRRcjI7HW2cXf1EyyITkcaWgWGFVHZ6t5HOBWmKdBEf38/uq6yKjOb+8zxPmr40QZ3klas75/e/Rj7wjOZ0PU6m73PA1ZqYKytr5pGbLp4dufFF1Nx1t+EPP8tLQQzGgmTD1KbHKDHUUmPuwyFGI6kTm1WSbZrI01XPQVXwZ7pM4o/JG/ejsUOccQhgESDmfqJvL2m4PDMQD+pjhBDf92N94LJSH0xMImyvSZJNhlLF6mp7t+/n78Pv0253csFqWPNj7Ycw0PONeRRmUhIaf7c8RyfCTfi8/l49dzHuGv/Xrb5pnPEUV2gWjvWHJWTWL58OQNviVxkuT7AA6kKvjf/dq4Mb+CW0efh0BswVNzvJ2u/Odx31H0AlarEcXs38dji1QwaMp5ohAUH9jDSVMeuMpH2mco+tjOWI5RVezU4zYzUKyUBi0yLpfTtUWQOHj+H/9MWHkqQiBamTewuhUClWOS45Q+IN2TnRhOoZLs6P/X3J7nkkksoLy/n2muv5eDBg1T57ITNionPX/dlWnsPs791P0tXCbXvaVOm0aP1oBt6TskboMZTQ7mrsLo1a16bN7dQmLP5EWgRAPGrw6P81eZinLjZuPafEVEpbS54OX91I2d9bi7nfMEiUeljeB42pyCcpRPVpCMqhg6ymsLm6mDSWR3M/9Qu3JWtSJJEoOZE/JUWEbLJVEhUMmmmpCM8NsPFjp3X4ygtJDM2Nn6S5VXLSb5/LjFdojUhbvcUhxgM7vCz7Cj7Eh2BA0zobCXoF9EOm0eE+1xmeas3mqApZoAksUk6liuaZ/P7+Yt55phZXDQkIjy9lXXsnSQektYNomFg4r7fcPyGV2juPEBNv0DFsia+ty57mFpXx8iBABs7RQh6ICPzq0OFufesdaVkwiaA9jpiSOYKQwqm8YRHsW0fxr7TCpmf1yAG7rMDQUZNhcNQXRlXGA8wNbafWo/lWN7oXEEthSHBO3ZcQ8isKAk4QtiVJHbZrFhwfrgc+Flf+DrX3/MQNZOnMu87P+fpUy5lU3WzeR8yXPjCg9jHBIoXb11Ds9kALVBVQ2WzxafwVYy/YsjaPJ8VHSk1NU12RuJMens7a4bFtbttbr543IVcdvlVAAy7fby+4BsEq79NaOL1xKZZ6cLaZBmOvDLqjN289kgC3/B9OGNr0RkFIGlzoAN32y7nl1zLi3Xr6Mprghk2gcr2/jQj+PkHV/HFll+gSwY9eUBBkyAYt8i8kS0PEpRlehSFsPmb+3Ud37qbudv2a4y8jtSnajbYUSjipJkS3rKkYozJUS+aUMa8xpIPvKcfxipcFZyaESmTdb5t7HW38UjlC7xRKibtOAYHTghyS/2fCiIqAF6nkx/2i4Z/QUpJ7n+aVNoCqW/4mlgVbOEU7/JcR9oIIgK0whPl9cXTcuJf6ydYxM5tLlMtWlGhZg79dvE8BNJh6jKjAPQ7xcrdG8lYEKB3u1gF/8lSSs03zQ/+pxQ8b8ikM0E6TQHKarNbb2KnSD2oTSZnS8+Qan2JVFeQkd9vY6JZWiw5FEJml+FkrDiisnGjkJYfkov74+SbF+tehlNR3n5bRJOXT5zFNp9Ia/vySMRvs6T4JIqNadOm5SIqVbH93GqfD8CDviXoU8wo2hs/hRe+/YHXk7WAUVg9pMoypbFwrmHpZ//5ED+++9ectv6d3DFLA4VzxHyfmyz9z2WHRrWf7fWTOG3ZVNJ5gm+SWT2q2BQ8yv/5fw5dgJH8fz67Lbf/A0UFUyax2pT8VxSJYHCUg60HmVg/nW9+85sAfOtb3yKTtnoqtXe04atvpLSlia72LmbPm01JSUmRporX7j0qSAHR7NVjF8+LCtzceDaXN53OR0Nhrh0drxXH+PafAVRO+i5MORUufxwQHSib51RQM9EiWmljgErWMvF6DF0m2i/2l0x6D19DFFk1mHDSLThKDhMLh1h6oSX3feYbT7B8w6t84aGfcZN6FSM7Th/33G53C81zKpg+sJRVBy/jYFI4iUZ7YZD4jDef4JLnHqCx/e9IchrVJdDqVF1UTGiIB+En7xzkOpfORdXCwXkUhcBhUekQn7mQ3kYxqfYdOoie1wa8NDTMBBNcSWZFgCF7mObzMGPFCSh5zX9CwWKg4nZPYiAjETEjKoqs85k5D1LhGsS3bwTWBlEGrchBucfOqsri9EjLvE4mndnJVSsepcYtVv1vdi4jmnEXNDQD6C6ZQH9MAIPTpkYpd5qTh+RhNPGve2kASLKMzWxl/oWeCPsmzeHZpYLx745HUXSdxXn6GQ3d7Zzw3ku5SaO8sYmlF1yS218/Y3wQl7Wr81oQTAkaZDu9RzWdL+8tTBlOnNzC7Isu55m5Kwu2p13zMLLRDd1GJk/ULe0QvZPsNqtENRshS6g23p46nz8fdwZPzz2e7845jcuWCQA6WuMiIol1zVBa4URU/lJbqNiZtagks/WIdf6oLHNNTRWnNtWzNyLApN9k8Z+mbGSb4zN8a2iEjwVDfHb3W+AozFNrptaDIilImf86me5fWWW8BIADLis9MGCWeestAdLT7YyoIUKpEJMnT84dk0gkqG5aAMAQ5fxj9xFipk5KOy3cx3XivNJ0DiA4PVmgMkHuYabXxRkmofMX7m/zft5E3Nn1ILqegZo5DNjEM1uVGqYiJSbRPXWid5cjlTf2owNweC0ctiZQgMq5wqm7DjjwvqoQeFwlqntyVTu73n4TPZEgeUjorjhmnI/kMAsIdj1F+pCICGdJtKUXTMZpqs8O9xRqyAQHYrTtsrgtWxMJ1ieDJCkGNPWewujS4KCIKFXabTwwu4Xr3BIuzSJcvp7H28u3qqoqwk4RMbRnwjRFredlcK4lA8H6u2B0/PR7vn2M+wteD2QEzEybE/atl1+LJklMabMi7+fO+VbBe55fNAXN9I02xWBbbQPrJs/hq+kk2Sy5DGgmMW0s5eD/lLn89qJtqv1DTN2ZJKSjgAQuMf5kReL2O3/N56/7MumkhmEYPP7449xyyy0cbLVSzqecvYpgMIih23n8wcf5zo+FsrrNpFnIkszkksk0eD940ShLcgHIOPPtO7nhrXuwA6fGPrjNQ8F5PvSR/y+bvxaueBymnlqw2e5SKa03RZ+OBlRitSB5iBwRTr18RmETrJZTf0LJ/C8jO6tQ3SKv7ouGWbb5TfzeD0aEblczJdVuFp/dgidVQn9GIqmDQ4Y6m5EDK1M604CBc+gIkvKaaPaUceAySbS65MAwDOytr+G77fv07d3FP2/9KXvXvkVkWDjV365czDOnn4Bis5GMRelptSYiRcswzUhR13sY1Swv02UvNQ4bJ1x1DY3VVj48GLSiUF7bbObN/SNLFv+DJTVL0ZCI62ISXVK7mU/NeohkGrQxfWGmVvuwy3JBd2KAyYhrqqkYYHXNWwD0xaoAiShelhlv546VppfgiYrfbklDD/NrhANsD5ay+Kev0hP814M8Fgoy1NWBYRj0jEnvuBPCOS/ZbSmylgYLtTt8ZeVMXnwclc0T8ZSW0TRrTNfcMeZVFe63lTPvUJJzwgp1eSWj6phVzy/bevj8QIy4o9gJ6UoZK3pWoClJRnXrujN28TupaUsDRNZFpKa1upG9tc0gSRwxOUkJVeIxaQd7qxy51I/X3keo8X4OuMZ39lFZZk2vdU/6FYU95jX2xwW49OeVGwakGB8LhfnW8KiA09FC8l/GjKgokorD+J/JNBu6kRsrPbZBppVOY0rpFGZVCkASMwy8dgGgwukwc+bMyWlzxONxZs4RC402JpHxtrF7l1B0vZMvFVSDHEKcL4I4lzMtgFtjXsXNbyRrstu//4e0H74LWo6n1yFAbGV6mIqEuI8hxPNd25eEuoUQMHkTu58u+o7OMhPk5Unah8Ml5nUk2bt9O4mdO0HTUCoqUCoqkFwW1yLTZ5E8dQmc08twmfL5bz28j+4Do7n9m188jJ7HTdni2cIO/0a6leJ0aF1ZTcHrcFiMR8MwOL0ywOpUiNc5joitQjSPHGu1wt+oqsolV385t/mI09J0GTQUOPNW6z2HC7WVxpozk2CUwlV+hkIdFoA9LZOpjsfxKjInlvnw2605otZhQ5YkNHNxpkoGe2tEhaMO7AyYUUhZpM7ASqv8d2wgNkB3pLugEsvptlFSXdgfbTzyc5GlTR+pOkGx8+qrr/LRKy7jL488wDPP/wMQFUsbN4rx/pHzz+eOP/wGA/jqd3/A+nfe5Im/PMSp557KSatPAqDaXY3f7mdSySQcqiNX2fOBZv/wHMKj2X8GUPkAO/2zMwn7DhBMF9/Q6MgCDM0BRoJIj6nHoRbXeavOMLu33YFis7oBv/LxrxUdJxmFYMjtERGOxWc1M9HfAoZCt1nX9o2aBD+qizM5ZKNy7hBzP72PhhU9lEwUKx+X0YTbnr0WmW0JnYGEmFwe++ENtL7/Ls/d/ksyph5ERUUFdR4X1S3Cme5/z1qRLVM0vn/NNTwybxKXlogHwG3zcWZlAJfLy41TvsvpDadxhvdnxPIA3Z7hRr7/UgAdJzPUz1JvfIRgXl+PKaXFwnUA02rEwLystpy3vEm+aaznO8b3mYSVY3Z7xMTZFxOTqk8K82nu4gRD9HzJyBLpqDhPLLqP1U0ijP9OdCXpyX7Ov3Md+tGEYIBX7rmDu665gge+dj0dXV1F+91mV2X5vbdy22a0bmfZJVZFUHCgH1lRuPzHt3L17X/E4fYUnWeslQ2lOPf9KFMCLnqTlrP3mk4spulcse0Qd3UWTuhKqjfXmdmpTaI6UU3CniSa9x01myBxZjs8A0jaB4fm/2DU0Z1I5YDKrqaH2e/dfdTjhxWZnqQVNt82DpDyGx/CbSwUqS1Nz6Z+FKb55hAeHPygd/2XTAunUHSZDBoDthGeOPcJnjr3Kb6w6DMARJIZnIqIrKW0FJIk5bpsx+NxpniclOox0pKdvkAZ0dggGVSOSIVA+xXtbLa5f8RaSegHOdLtACzwFPqM/FG5s+c1Vo628LkZ3wOgMjVMuaklESTAzL1hSkIZGNwP5eaCYY8AKjUXzQIJ6lcMozqK/ZLcKVa3zlSKVCpF0OSneI49FrXUiezKa18wsJfUQaECG2vwITvVAl7K33+1mc0vi2hUOqUXKKJqtlhBCezVV1/N+eefz8KFC1ly+nLqDOtzQqEQXV1d3HzzzTz++OO89tprDFDBusV3wZyLkCSJzcyyTnbFE7k/Kyor4ZMvssszieG8cu+hVAaWXAMLPi42dKzL7Yvt38+7P7cE3ACqhgYZtBVyRWQkqqqquPqg9Xn7mybi6uzk56FO7p9dqMcyzyf84MCo8K9xp42BPIHLvmyjxbxS9myUY7xy7w9jhmHQH+tnJDFCPFO4EFNt1jOn2hUU24d4BrNAxSa+y8knn8wTTzxB75EBzjnzfPGZusFnPvMZDMNg/bub+Px1XyZqH+Vjn76QU846jwsvv5rjVh2Xi6T4HX4a/Y3YlWK/cFSTZZh72Yc/frxT/Lfe/f8DVlIWIOHpYSBhrebqan/M9Gk/4fRz7qF2UgDVtYJY//gRl6z56rciyQ72TT+fJ8/4GDMmT6K8oargmJ4NDYy2WaFvhynwJUkSTaV2Pvr2idSnLrTOqcC1U0PUH9ePrBhUzBrF1yAm0AlzruHgZxTsHgGw2hMfHEGw2YXTaZotVv2bn/9nbt8cLYE3UMK0mbNRTd7C9c0t+FSF4AvtKE8P8822q5jWWoaBzLp9F+DpWM0vNpzI8zt6+dv7nfzulV727l1CUrNKc0cSJeNey/LJYvUYGuzn2Vt/zDxuYSa7xj22N2oKgqHjIMXV3A0IZ9/mEM4jmeyl1LaX1ziFF+ouQpvk40hA4b532vj9G610DseKzrv9tRdzf+/YLzocy3npsEBIrA5lQ+eKp/7AuS8/QkvvYWwO6/u1b91E1+6dqHZ77v7+K4uHBTjxlDi4YaJVHdKTTJPSdVau38Nrw8WROF/7PcgZER1zGM1IusqoZ3xgpGjWylZNF4OwfEtKNtqjcRJScdqlWivnIv9ZvN/eyZSUcMgH7LaCiTakFAP8+rlXFG0rstN/DguvQqsT4m6yqaq55e/P/Ov3/pumjQgQNmAbwW23Vp71JeKZ3t0T4it/GUTPeEhkxLFZnkosFkOSJGZpowAcdLbgsB9mYBzCbJ9axS1xa5J1ZrpJpYZY5hriAuPx3PbnAr/luKUCcL+QmMWBuJX6mOOUcE8WRPBN0lKumfwA7/tnwbIvsqNyCbs9E4nHRniz9Bj8l1zGtGtc+BsSKI7iapYFd3Yj6Tq+eISVb73NqCng5T5mEYrPjuwt9E/JHY9iZJJI88R295iUwo43xVhKJzV0efw0nSzL1NXVMX/+fM4991xc9QGuuvFarrlGSDakUinuvfdeEokEu3ZZz3xVlfhMVVV5gRO5w/sxVp62lufjdtKpFF/Z3c75z77OXW/tYvUxhWmboWx/tmlmy4RND8B+0bPqe48+wwVjlHBnHmzlpcyigm0BVWHBggWcGHqfC98SpOihQCnOZJK+558HU2Po19Mbmet18bMpDbT2hzkyKMbL4TyOYoGZCwmHS0W1KaSOHCG5bx966ujK30czLS/9nR7T4iTXx8cmEfEMkdQ+RD+1bMotT9sEwOm15YTpjLyFULZbhC5pJLSw2c1Zwq2U4bcfXSLjQ9mcS8BZUrht2Zc+9Nv/44GKLMucfPLJTJ26gAP7l9LePo+amjOor/8odnsZC0+fgOKcz7xTvlDwvoHtZ7Lrxdu42vgrmbQLm2eIQMta9k+ey6EJ0zm9IoAzUDh59W5X6NtUyfC+AG0vNdB78ACJaIQHvnY9u9/8DfZoK4MbApSUWNULNlsh+naViwHYltT5/Bufp88QziMVfvRDfd+qiZOLtnXv34NhGIRTYZ46IIiDpY4SACLrRBoh2TpK3YgY2M8ePon43stJmKDkjtctxc8SR7EeSr5NkkY4yVQj3fTsP4pahOebZsgMxiuobPQRcgptjKc5P7e/z5GnZ4DM/dJ1udeGW+Wnz+/h5jUH+ez9r7LzjVfyGr0Vfub+TnEPyyNWpGDS4f3I5iRc19/FtEO70DWNI3sLow2P/+Q7H/h9x1rSZOc7PTauaajkHwvE7zGc1tgQjHIkOc4EoOmQsqNoItrgcDViS/vZ0ji1+FgsLRzJkFG0IbxD9457HACqTK8pvz+meJZPHfcZfnDBL3AaBheb0vr7TIl8VRo/pHtc7XH45lxcvGPWBYUhXruHgdN/xd0LPkvY48upYo0c+mBg9e+aYRhoQVMWv6qGZy6wgNCUah8rpwjQfHgwTWrg1JyDz/aNicfFAmCGGTJYx0qifnncEuSx5iBJX//zJOIdXMTfcts7pcm43S20Kot43lRcXVXq4/7ZzVx39vVoUdGvZ4hyNtrquGThHWyY/WlOcZ7JufPv4JbmT3HZ3F/xMX0eX1j4M25r+jiqU0dSip+lCT1HuOTlZ6nrsXrk2OrrCZzejH36yUXHD7a+iW9MGiFrUTN6MDoQAbkYGAEoioIyBrw6HA7q6+txOI4O5isrxbM8bdo00tj4y9SLOJDI8Kmd7dx1ww080jfKe54yflI7r+i9g1mg0rQ0ty3y6JW8MTDEQysKdVVu/e1PufodS2jzbLNrek8qzc81F/OieykfHgWgt0ZcU/nwEC++KBY2l9eW8/LiadQ57Ww6PJIrj+4tEVGj6zsfKbw4k4OlOhQxFkdGMDIZMv3FlXf/yjJ51asprRDoSJJESbWbEVcv4VSYjvC/5ulYFT/jaOSYQEXX8oGK6T/NsuNsk1Ej40OS/ptQobQJvn0YLsprgzFh2dGPH2P/GeXJ/8JWrBAVAfv2zSMSiVBaaoXwmudU8NnfrUaxyWzc+GeCoY0kR12c+8lf8KUDPSTCEXYdOZ95zY9QOefvDCcFGfOUcj8vjxHfQpeIDznpeFOQwh7+zleZvnwVQ13WoIqPjjBr2j3s3/07BsJHn2C2DIswbEIR0QJDKwyZS5LMysuv4u2HH2D2CZZD8pcXrwQjQ4OM9nbzhS1W/jzgCBQd12g+lH0YtOW15usL5YU38ySQS5whJHQM830XH3mSmRV21j2qkUkm2fzCP2lYWdy3JmuDRgXJRj8nr2pmfuOtfHnjP9nAcdZ1OzxguECK08qUwjcrErpHJbW8ik2GwQNP3s21Xj9TFh9LIlqYDtnZ2goT5uNPxjntybsYCZQzqWMfst1eQDoGGDhcmM7SNQ0tk0ZRCxVhj2aJPKCiyhJLS7z4FJmwpvOy2fjQbsCqMh+vtg1hlNhRD4TJhBbkIipNU+fSP93DoWERXfMnYoSc1uSyYGAqhyvamdM7hzW1a3DG1hEp//S412PYZFLxXpBAkgsnugafSYQ7/huUHnoOiBA1Sx3nqwE25lW/vH/F+7zQ9gIrG1ZCJo9U+ckXRJO+luPh1mnk23cPHOGfqh/PR67nJ0+JdMbYJnf/VTN0g2R3hL57tqOY3cV95SV49MJxfcMZM1hzQKREtFhzDqhkIyo9PT1s3bqV2SkNm5piQKrma/ye5YZICZZHgpzi+Sd/k64suoZJHGD//ptyr280fsDPpB+yNpjgpcEgP9BvzKVMPllfwemVATo6/0RA6ypIpcQNmUcGxW8dUT3c1SiI+2+MRIEaaPk0n25pRn3+btKRQp9z78++jaIXggq1uhpbtYf6H55G5CQbR77y5dw+594nsR0+HWPycsrrC4nPhm6QSWn0RA/A+FiGOXOOXn7r9/sZGCgWKJs+fTr19YLrc9ZZZ1FVVcVWVyWHI+aiTLUArpb3nJ04vJ43yo61FH3dAiykJJUTF/2Jzp3FJc8L9u3CXZrEqSVJKA6uqC2nc+27fOSNF3nu7NWURkOUj4oFy1CZmAd8oTA79u4tOldaM8iYvi3qFOPl4t6X2OOZyIEKQZo2TLKtosoYeVGUsRVuH8bygcrYiErWsgAmraXRDT0nqjaujSlNzn3OyAiGyTUc7Y9RNcGPpusW6FJUUoCkRDE0N5FkhlA8TYn730j3HM2mnw2n/Qwk+d8CKv/xEZV8mzZtGosWLSrans33zZlzO9UVF7N0+WO4A56cAulrhiDpqs4wCa94aEZH3sVWbzX86t08fonW3rVvFbzOpDO88sff88qta+lYY4UT3z9U6DRSWdDgPVwQIYiXzKVrYRkXnXADi8+9kGvuuI/VV1+f2+8rLyyhrWgUBLDBnk62DWzLbffb/RhpjaFkN0933MnhyG4CSJSaHvRtxn9Q7t95OZJkiiBJGsdPstC6V4uSVvYSdv6cI333UTlvmIqZowXvH6aMVxHkxb/JV5KZUcLUEjfNvnp2qSsx8h68qKyQGBVAYuOYskat1o1eagdJwpBl/nrhZ/nhkFgdx0YLPzPiEY6wVEtTO3CEma3bOfML3yAzTng22C/KpqtaLILxaN/RwdZYS5jiWY68Vut1Jtny4R4BRLS2MGv+thf7+4PYNwygdERwxedx9RTR2PDlUfibCVI8iRhLDlkdt1sGupkcnsTqttVUJUTkSjKO7hRrHBFmSwL0+uVCRzO9zFRFPum7zLjkbwX7pg4Wims5VScXTLlAiDp588LgnkqYcQ44A4V6RsA2syw16vGhmzluPZJC14v5Fv+uBV9qZ/COrTmQAtDbF+O+r6+h56AV9ZtZ5+evV4sIpqE7SGpC1C2/RPkf//gHajLJmVjRmCwPZeLAEcq2FK/nfla5HVe2gZhps8pFWsgArtrRVrCv2Ww4F4sepIziXk6P9BQTVfNtv6eZoRprgRX5hlh0jAUpADazc7jstuGcOb1of/qtlzm4+mQ8L9zLiouncOE3FyGbJWoDnREi7rai9yxdupTrrruOs88++6jX6PePnx44/XSrKtLlcnH88cdT7bbu/3tzivsbHRvczqrMm4C4Nw91DzFn7U5em/8lDroa6XQVR7yWbd+EbBgkhu1csP4lTirzMd3r5De3/Zjjt77Ppx5/jExCpiIogEqwxAQq4TCpVIpMpnD8jkRTaIZMUlFJmQCqMdnLwlB+1NXkYCkSRiJvPIzXdXs8MwxIJ0BLYwv34TB9fUYvBvRjwYv2r56jMWJvIJSL00eOkD9soqNJhjojKCbZ3WWSiiU5hdchtsXT//1nFgDVDsd9DpZ+lg9s3jXG/v8KqPwrcziqmT33F5RVixzyNI/4wTa1+EjpIqzpVMQEsmXrx603ZvzEO2bxYSwe3M/+d8UKL9LlRdcgNGLnjVEb7a/WYeiwOy7zp50iRLap4UW6vBYxtoQTyEil2EYEQPBXVIn236a5/IUrSn+VcFpvPvynApafIitkginWDzxHXAvz3sAzSEjMNktj3zRLEZvLC5dWu0fmc8Kq7Tn+za0fseSy3XqcSWd24gikqV08SP3S4vCnTZJ4gKv5o+/PbJBE9OTC6lIkSWKur/CzusprcmTMzYjU0LdbzCoDRUKrL+RwvOooIaMbDI0WOv0sUFF6rBXYzjdeLrq2fDvxqmsoqRbOMBEOf+Cx+ZatAMiWfgLUOcTfEVM1U+kRE7ikG8gjKWp9Tu7+5DGcUF8s8OXMpJk00M2qfVu4smMXp+7eULB/ad/Sovfk2yyX+A0kQ6JMLuRhVbktDkOTr1Cpsz7zAZEPSYIrnoRzfwcVeZGubEqo/hiimlZQ9ZR0id/WLjlJRD6YADzWjIxOqjOcC03H9w0Teas4hdTZHgYD1jxaWHpdZjpbRXOjGzoZPZNL/WQtkUiw8NA+lhqFZcGfWrGIqy76XNFnzfIXcxYmlx3dB1SbvaySqQH8hAjI/15k6UW5jhvP/zrr5izE/cCfOadlHknb+FE+OWD5AFtjsSps8PHHSXd3M/KXvzBvdSM1EwO4zQqgnoOj456ztLSUmpqaouaf+XY0oOL1Fi7Ckm1tDAxYEeK2+mKV2I/LdzOpYgNeKUNU0/navk4GUhmuCHyEQ/8fe+cd5kZ5tf3fjHpbaXt3We+694aNMWCw6YRmMCWE0EMSCKRQkrwJgRASJ4EQSAidhI6d0E2x6TbYxhhs3Mt6vd5etaveZr4/ZqTRSNr1msD7Jnyc6/Ll1WgkjUYzz3M/97nPfWz6ktg/3HUbP334Hm7+x59S26547CmemDiC8rRrcMzOejo+zaMoyajYlfPk7utDliR6e/XeKz3BKHFExXkbyIsFcCZC2NIEtAY1dSLIEtEDaQxPDgCZM8Je6NwO7VuwRPqpVY1bEnI2MMgEKulgJqeANwejIue4rwN9er2LKa39SLLvVqcvQnwA19//jfgaqAwS41Nt0wViRuUmdOLXulCpMaxmCZfe9TCHnz0EkWFaRPvN7HhmFKs+KiJslvDudbNh+Qge6dZyvaOaTBQ3fZR6LAhGxtafRtQbRgpnX3SCIGBUhZ+VY8fjcHsA6D/QTHm38n0KrYVMLJpIwhsmLulZhSno85k/Pn4M1xyj6CyKnBbev34BomjAYlEHaqmDD248hnU/PZa8ggIOFmYRZEHkHb8yeJ3nsbH6jdcJBoP8aEQpRxkSHLdlHYIsE7HYWBM6klbKaRUqMQkCl1YVc0KR8lvI7mwq8qyNO1nYKdHvdOMpLUfML6ajUAFTzqAGOBq3bMp6bdpJpHh4DVbVmj/kG7wMva2+j6duWceB7T34e5WbPh2oVKZXzsQlRL/+d3v/hgUcPqqIsQ4bthy2wAIwrm0/Ba0HsnqnjjWMTVW0JKOo+TpMYYWFCapNHmsSlXiN2ve/cbbeOEsQBP5nzv+kHrskif/pUgDfBeNyXNd1C2F6RjrkxN/CSX9gxfEPM+q9z/jAqwESSb0mLQbbIQOVnmd20vGXTwmsayXWGaT7kdzC7KSnSDQjvdSwXmHJZEn5HSKJCFar/pzt3r2b1qbxHM8K3fa5w2twOBxYVbHluWUFPD2lhomFo8gMh62Cq4eVYBIEFhXqJ+32lifwejcQDjchAPeMGBz8zszTA6lXIna2jhrNz777E3bWjgFBoC0tzfvBoll01tVR/INrdAZgQhqwCNiywVUyXZEsVe7c70ulAKbXHkmVaToTJ0xi+vSBuzono+zDDzni/fd1onUg1QQSlAm18aJv09E4uFbJ7uxBFGCEITuVtM2q9LFyBv388U+/ZsaOLSz6aI0OQADEGrOZoUCblUKVUfEZbYTdbizRKHn9/XR365mu3kCUBCL9ak+mqqgCrk7pfBezFMOZCCGqqR8pYzEjD1KRqIuQN2tTfiKRky2JJTKAitqHqj/Sz46eHbpmosgyJMFOukZFnbus4WxWLxkeqxur0UqhrTDVEgVgV7sffziGLxyjqSeopIv+l+JroDJIjHFqg5lsUNC3Ax//U62/CE1Gj1LyeOYSLr07h1dAjhg2aSoAUZ+ZABAzqu/ZbyGmDhTD7cOYsy13SqklESHWnl3tAvDN2++k7rDDOeyMJSTSEHRlp5Wfm37AG4vfwGFykPBGEdIugWDcx0L0q7TaEic/PG4M71+/gPU/PZbSPOWcJIFKONJOhcdGicvEsIUHb8iV6Sdy4KO1rF+/nvfff595+S6+k+inpruVUaqT7ra+8ezoVLQPZT3tfPzkwymmK0fHc9b5wkQRaCmtprB6GA+fejVNFSMAcARyA47FP/+17vE1jy7DYrdjcymTTcg/OFB56x/b6WkJ8OJdn6a2WdO6HF89PK36IgfdaVK7OReajVxcmdueHZRVf2ZcccUVmERTqrTZJYNF6seg6l1CKkB4gzjLjMqgf+G4b+UEH+eMOYdKpwLqZo86iXPOe5llpy7jmmnXDHhMurC6Yfbl3N6afV1KqkjXanAQ9g+doQIIfaZMEL53m0hkrP4aCzSWyKuubtOdVv29EfasVs5NQgBZFgknwgMyA8VGjY0oI0qZxYTdbueEres4cucnLK0t5+iCPGy24VmvtdtH8LNRFTQeNZnHJtfwyeHjOdET5zb5xzQ3P87HG5fg9ytaiJnufDxG/aLg5lEaO3nN8FKajprCtyqU+78+bT3RovasaS/Q0rzucY18svBYiq5Kb1GqxMjnnyO66Dw2T/pO1nOxDtUFWwUq7Y3elAB+0Vlzuexn32Dx2WdhGoC9kWMx+l56iVhbG3nPv0BlcwsjGhrUJwWswXJ8Pdp1m+jqIt7RQX9Gd/PD5DWcLz8KwKnyy1hQvnC5pG+FArAlriyIznjnDU50aOaEmZVR0d8fqZieZYQ9HMKulu76VSlAQXcP3d3d3P/eXube/ibr9/XQ1h8mLgv0qozsmICiXxtxzt94bdZ4PLH+lD4vU6g+lNSPLMsQy75XKhIJxBwalWjGojImxZBlmQO+A0iyRGN/msA2Heika1RUcGGKBTBI2alvWZAxiAZGeUZR5ijDZjKkWlzEJYn6rgD7ugL0BKN0Bw69sunzxtdAZZBwGAw8M2UUJxe7KVA9CW6rcbGI11P7lBSfSHn5mYCyevGUDFDGlhZGs4U5Z2p15X5ngqhRvYASIiP7RjC7YzZn7de7lprsWhlek9hPfACgUlg1jG/88KeMnDqD6Uefmtpe3G9j7uY6Yp8qK4pEX0Sn5n69+WGKHWb+NL4Kk0HgpEll1JUoN2l1gV3XdMtiVVIwkXArfv8uNmxYjNnjzToWUbRhNmsTtcmkZ108KsuRdLRMrmoqepUBtMNdzu69SnrB2dXKx6+8gNs/eOURQNxgxGJ30GnXvp9rAKAyfNJUKsdqtH3SzdbmVBmV/sGBSrA/TUQny1SPL8Bs1QaH4enNCgU4c1olA8UxhXpzpPyCAq699tqc+5aXl+NyubAZbeR13oE59Cm/HFtNVI4iqA3j/GZlgmmS7HQalW2ljpKc7wfw9MnPsOKMFVSe8SBUTGNswVjspgGUlTliZVcfu4PZk4OkngOLaDtkoJIKUUCOaROAJMs4q7UJL6g+FQ7EUr/J07euS3X/VV5kGrC0s6ioiGNn3JV6XGtRV59WK+W+Xsa37SesVgmJoomRI7XyysqK87DblXL6JKNRbjHz8NQZTHJmnz+btYS3Zmni4xqbhdluLZVZblHE2EkX6vTY061oplqLtN/RUBQmGMw9HphqR7M6dgQhewnBi3+pey6yW0mT2V3KdeLtTv42wqBVPMnofeZZWn5yPfvOODO1zd3vw2Qy4eyvxdVfx7tP7Uw9F21UJtM+p3adj6/fxXfkeziJl/jhZ7dwDo+mnpue0DdZBHh9rFLyPqq6hYLRQaqO7FbSzbO9uv2ifTLyyluyXi8AxWFlDPTmKeODNRJm5cqV/PbVHbT2hTnnvg9ZW99DApFeu3KsowN7FX3W8HmYjUZ0KyXVmj+5EJEHYxsifgj2cMDXiJTIPdk747GsdE5m6qfV38pe714MEhT4ZAzpH5lkUwRRtziS09guMZFD22bUf6YgCFTn577/o3GJ/lD2cX4Z8TVQOUgcVeDioYkjcVuUCbZIaubAAaVap6rqQiZNugeLZeCBP1fEoxF8XZp+o2z8eGJG7SorD5QwzFtK98eKA+O+8gBPLjrACzM0gNRLhFi73vo6Vxg+imIapZS5usNWRER6lymDU6TLR0DtOwIQlcJE6iRO/9YUdt92En+9YAaGATqCJleUwVADn266mH7f5pz7HXXkp8w/4kMmTfwLdvsoxo9bqnveE/Sr72cjFouxe7dSCj1b7XHTUjaM9mJlpelWm0camhsO+r2jZisJp55+H2kAz/Ds8m2AaA6fGqvKqHQ0DFxqmEhIxNSJMBHdQ8T7Z0ZM6GPXujU6071UCFDksjCySJmUjh6jZ1AOczs5o8STemwwmfB4PBQWZjNrSUr9yilXYoy3cVjiFb6prsBFFahsq6xDOGIR+6QCBDX1U2wbmLXxWD1U5w3e7TYzZFlmdyDMc+29XPhZNt0OIKgsmNXgINDXR1t9H93Nh5YCEgToX6WtGj8KJMifXMz2UIK1Gem0V/+2mXgsQSQYx4BWJS8nrCmgkn5Op02bxiWXXEJ+Goir8ChgXBTFlKYlHQzUjLyGw2avYOrUvzN2rJ6V045ZoLZWn2azWquxWMrJN2lg9vvDSygya4/LVF3TKLs+RQWw16/c908d9w0CVhvRYRI2dx+RSJhEIjtl0LrHm/rbPm8epLEj3X9TfIuSNu2yGAdkzCZzinWSZZnQAPqEwAeK+VoiTd8xoaiIyy+9HFtI0Xjt/6ybhAowow37CZvMRFSm7+83/4i7/3AzlkgUAZha9xkiMnmumdjttUxiE6d6cgPLQqPyvVwVERpvTdA+xYj7Gk3n1bPDSezN+3O+1q1O0u0G5b63hHN/Rl2Zhz6bcq+OCDZD8ZhU3xw5vYQ/pNxvxmT6W5IGnsC7dyudoMP9qQk481crSSSQ4hoTJckS3rDyfdPN1iKJCGU9Mp4AlKSv36Q0oJIeadeHIQ2wy4JE2BjA6M7+na0DmMv1BKI0dAfoC315rTGS8TVQGWKYTAol3Nm1MrWtqjK7ZBHAkT9wkybU1ErLbmWVUTluAjXDxiMZIKGWj1abKjAE+hGkBNaiAlZP7iJqkuhw7advpgIyggmBWEfuFVR6RFv8+KwKajengffQ1m7ee+OxrP2bowN3KE0Pu20EAJ2drxOJ5K6KKSk+EVGlHUtKTmDunDcwJioYY9NuNEdUbZa3eTNPP/00kUgEh8VM+bb1FHe1EjOZ2VGrmNi5+5XB0HhAmwzFRAJjIDsl4s3L50cVek+GCVfdwkpfbh3N0RdeCsCs0xantllVynfPhv30d+U23Av2RVMOubHAi0CClff/npfu/C0v3flb6jcq+qK5HmWwM7QEKXZaePCimVx2xEj+cLb+GE2iwL0TRpCvpgWOzleO4bzzziMzkmX354w5h7uPuZvfH/l7AL43+XuIkje1370GB2cftwujQ6GuSx0HZ/0OJZ5p62H++h1ctW3/gPsY8hSgYjHYeevvn/LPpR/z9K3rScSHnueOd4eJqeCmNy7RFpcpqHSyKyLRHtcmBYNJpK2+n/uuViruBASSV5wx7iCipgMuu+wyrrjiCm6++WZOO+20LIHtcUVaGsil6pX6+vRsntM5hsKCIwY97vz8uRQWHp16XFd3E4IgYDOI3DNuGEtHV3FeWQFVVjOz3Q7meZwUqSCmIEdn6T0JNU1TWMyD536P7mvBZIpisfpzpge9Hdq1a6uQef7kkzhQpQhSo6prszfaQr97O/mTn2X2Yf+irOwA0WgPUUli8ad7mbBmC83h7NW/Id+TtS22Zg2Nl+idu5P9hMJbt9CvimvFRJyq7jZEWUZM9s5T0zd73u3E5ZyAAFzt0gvIk5EfV5jOoFUkYRTpmnIExZc/TNktv1KOI2Bk3+u57/dhatuPd2qmIQkC+8aVc7jrQyrRd2GuyHcQsCjXblmkO9UzB0iBAAEJOaZcU0I4zUYip8BVAwrD0tLyO80mdphNNKTreQLae/WGNSBYatffvxb1bWyRtM9TU0/pYGrjxo3cePPN2CdN4vBzzuFA/U4MIvz6D7+kbHg+l1/1bfZs263bf8aMGQiCQKFTAZbDC+w07W/gkXvvYuUrL/DIvXdxoO2Ld5vOjK+ByhDD6VTK/Px+pTF1Rfk5OBw1Ofc975bfUTw893OCqNykm95QTJ+Kqoaluk8mWZXLF1+CIayAkLpph5FQr7WbZt9EUYVawRIqwN88OKOS8EeR+qP02ZTBS4hJSOoFXP/QuzT4t2S9pq9naKW4dnvu7zdy5LWMH/dPYCGVlT/WPbdz507uueceJu/4hJFyjKN3btTJTPbuVfLRpn07aNu1g4p2valRWafSW6XjXa1ip8Dbif2DVs549TGMMW0g3TJmOn1pngym9Z3cuXIXfaK+UmjhZUpFx7CJU/jeQ08z/zzF+j3YH2XbGmVSTES3sm31Ot5/Zi2bVr2l82lJimcNpswctfJ478dK35wHJoxkTGcM4/Y+ilxmRhU7+fkp4yly5qbXX505ml+MquD6GmVVX1RUlDLNmj9/PldccQVjxmipg6Orj2aEewQA35n2HeY35oOsnY+nohpLMjo/t5Hc541rd+j9LP4xaSRnZaQsjO4kULEhy9rE6e/NnljTQx5gJR+SwO42Y3PptRPn/HQWo2dlA7Hkz2OMO3VeKhUVFVn7rpw5mjvGVnNysQZUkt5L3ozS96GEIAhMnnRv6rHToZUMLy4r4FuVRQiCgCgIvDCtluVTR7FlyxbuvPNO9u/PBn8H1DFkQnM9w7xBBLNyL7qcPTnTP151QTP5mCr6fL1ErFY+nqloMxLd3by9ahXrd7xFxNZJZe0HWCxBho98nY2fXMA7PT7WeP0EExKb07og93eFaNntxZBRZZiM7qg+henrDiuVNe+8Q3/SLsBoAJcyBRWZj9Lt398iYTEq7GeoYzVPT6nh2SmjOCvNYTk/5iNsM/PpJDfTpz3FjBnLMJk8mIdpVURSTJviSmd4MdrjeAvNLFLH2jXVM/jXghNYevyVXDL1Ns4QNc0LgMdhSgnSCyO9kNaWQKdPUUW1gpCeZsxx7Q6Q6pERSCAQNproNimfJ6XZ6PdFNIBsM2q6rMyOL6mUk5wgERWIdEnEu7qINjUxddw4bv3Od7hksbIYq6muJM8c4oRzFvHLP/6Sh554iMNmKaX8y5crrQY2blR635W7rYwvz8NtN3Pj9y7m4qt+wKKTT2PRSadx43XZVXFfdHwNVIYYxUV6l0f7ACAFwF1Sxpi5uVdZgkE/iNrd+RRYlYs/piYZE9EIprhyQTuKy3j8pMe5Zto1LBmzhGHjiui1tiNKJjq9EaTgwLRb/55Onih6hdeK1iEjIwDGKcogsbtf33xx3jlKh9KDVbgkw5ZRIpiM4qJjWbt2H++/V86jj/5L99zatWuRZZnCht0c/94rjG3L7a6Y6FOqTfL7NGW6PeijWM3Nm9O68OZJcd674USuufBSTnnmcY5Yr1iXRyzazexs8GPojbK5qY8mqzYxHX/1T5iy6MTUY6vTmdIX7FzbRtCnDbZrnvoD6//1a1Y9cAcv/+kPyLKMJCVYef9vCPfegdWWuxtx0oOlyGzE0hxESMgUO7Pp/MwYYbPw3WElONJcQL/5zW9yxhlnsGDBgpwTbHrccMrllDf/AlNYAdZxSx0xs6KhcH0BTcKSkYvenudxsnR0FfeMG0aeypgZ8xWAaBItGNKASn9XbqCSCMRI+KO03Jy7AZ1JgBGTixANImardo7MNiN5xdntMEzJLs5pQGWgmOSyc355oa56JglUMktYhxqiaGbixHsYN/Z32O3ZQtxkCIJAPB7nn//8J319fXz44cAN+Go6FVfpRKSKnrAHq9WfctpNjz5Vy+YpsRNTy18jFguSmtpZ/3ruUv1AYBebW99JPd607yF6exXg/c+lH/PcHzfS7st9LQftGc0Ke8JsvvsuaGlN6VOKrBYSTmXMK7EswGGZqp2HFgNCo8IceXs/YY7FwJEFLk4LauffM+k01s4pI2QzYLEUp34v6/jxGDwe3efbiiIU1AWpPbWDHTUFTHA5cBEjZLLyl7MVZjwuGplr2ML4Mu3+MFsFZEFAkCXc0UAGo6JcdwJSijxJz7QkcmnbBgAqyRiZNxKDUVm8yGnlx0aVmTaKRkwGEx7VWdwe0d9/qfJjWSLqNyo2LW1tJLxeIupC8NfXXUdDUxMPLVtGIhrmn8v+ydnfOpt8q/bdFi9erKv0EgUBo0Gkvr6edG1O1fARrH73nUG/0xcRXwOVIYbVWqEThZpNg6V3wD2AqNZoX4ireGbqsTO/QDHRAuKqRXbDpo8Rk+Iss4XgniDShxKhYIgSezGdTmWC90vyoOmf5Qf+xePFryCLEDYrA0LEoQzSLUElxTOt7njOvOlXlI1SBKtDBSqCYKCwUFkF2e0jsVqrqCg/h3i8nE2blNLf/v5+ommmapm0eTKsViue5MCSNvHl92l+KNVynBOuuhZrRrXAEYVuytxWxkwYx1rPHCwR/UBt2O/nVLv2Gp8pj3r7CEKiBUNlHeEBjIx83SEEQ7aQEWD/5g1sWNHAno/W0tmglMp2738l577eNq3TcZdfbSDp+nwOj263mylTpgzqZZGMMWPGcO6YBXg6foM59CmgdF/+0YzsZpr/TgRyMB4OowGH0cDisgKcMdWG22ohpIoB3QaBvCJlgnvxrk+zwE68K0Tb7zfQ+ut1OvFsepgEgcrRHkABJ8mw2I0YcnSxTTIqYtw+tD4pGZEEKo2NjZ9bPFhaciIVFYsPul86GPIN4OEjyDIlvl6cvhqe2j2Nn7x3Cw2RYj5b3aArz5ZlmY79ynsUVTkJBFQWVhAIJUXjqj5LxwaosbdTS7u0+VvY+Mn5xONhPiiE5w9z8Idh4/jFFdcRUwG1sawM9+KzCKhAxeFRJt0dqw9gvlfRi/Sp93C+2UDCoRyrMWCiovxCElGRtg8LOeyzNqI/vAvjXgGjLUHzvncAcHu1c+OafxWJhDr+iUUsue9Drnr8YwSni1GvvYr7tG+k9k2mlAQBQgkzrvwCZrqzfV8KrEHuPFkTu7er44k9EkZC1AGVFKMiSMiSgCzLBOMJgnGJYFyir7GJQDhKMBrX/oVCBGNS1j9BtlJsrSIhGYgkDARjEr5wGG8oRDAaxxeJEo5KeGIuejZvw+ETye83Ye/J0MIkNSiDmMF58vK49447+J877+R3f76Ls7+l+B9l2hzkilWrVpFfoB8XPfn5Kebly4r/Lyz0v6hwOcfS3aMIK03mwT1DXGmKfJPVSiwcpnj4GHz9ZkTLMRx76WEc2PIptbPmIDgszCmfg9nUBsh8uPwpRKsNGQiEI3zwuiKiXb16NeMOH0efVamICUgy4e09WEbo6dfeF/YQ2dvHphJN4NrviGGLGugPdZEn2QipXXdnnH0m7imVtNcrwCV0CBUZEyf8mbb2FykrPQ2jUVkxP/LII7p9Ghsbqa2tJR6PD7gaPe6445g6dSq33HILQhpb4unXGJWxI0cyccIINrz0L8IBP+e8+DB7Ro7ll99RrONFUUA252GJ6lfoQiTBlOF5PEdzatuKEqV66sH7PsFlNbL6+mNw2/UpBF9vBEEwYnaMJhrIZkvWPPN3EpENBz1H/Z0dvP63P3PM5d+nRy3nGyjd80XHDbNv4MSRJ3LmBy8RtU3lzIk/5NtjDk0omxlvdPXRFI5ySVUxy9t6WNc3ePrRqA6cksFAbzyOzWyi2laGYUIBn72rgLiGz7oZOVkrte1/+wByDo+g9NgeTjDPowys6cyH2Wpg9OxSPvinXmtlRgBkxIQDf/TQRLwAo0eP5tVXX6WlpYX29nY8Hg+rVq1CFEVOOOGEIYHHoUZ6eqmjo4OqCRJNUREx3olkVNJ/I7paiYY8rDYZWd+mMDTreyeQv6eJSMsmzvyxktoJeCME+6MIosDetq28/bbmph2y2XAEg9iDQfpK8pg69dWsY+lDG1vaKONP/ITVWz/jpdkK2PiMYqCY7SNrmbxnJ/G2NkwVlQRaFaAycpyTLR9G6GoNs3rubRy+9pd0qYZ0HjGG5FL7y/SFqBy2mGU3PUCRL4Q54QMkCu430fHrKA0d1yDVBzA0tUC5kvL89MOZGFAqCbe2xVi3T1nYrNreznETythXOJzkKG1MK10OJYw48vP5ltXN230Nuu/rs7qIN+/mornDeWJdI9MdTbxELfZYhBhGsGrgJgkPBBUohBIyM+7PTJ1n2/znjoFS7q0Zj5MstKbT+/jcauyqs7A30EOBIR/6DkCG1UQyTBUVnHP++Tzw0EO8u+ZDFt9wKQbBgCFHT6DM8Hq9Wa4QsizT0zO4s/K/G18zKocQTtf41N8HY1TKa0cz5vAjmXPWeZz+k18weu58vvHDG3DmW4gE4pjtUzj1hzdhd3uwGW08cNwDnH2hpumQ1FXOhxu0ydDr9VJgLcCruo22EsD3bpOu+keWZQIfthLvCHIgoJkqudVUwarn7sMXUwCDWbRhUwWDVpWODff3D3nFaDQ6qao8PwVSgKyc+uOPP54CKcn3Pf/887nxxhs5+eSTWbhwIZMmTUIURS699FLGjtRo8Wk1WnrNpE5GU487GYDhLfX8fsoYHOY0dkIw4OnPuGGiEm0ftuFSc8i3jKlmfMyUsur3heOs3K4X0IGmnTji3ItzfvehgJRkyfOWt9+gvVthkwyiQP4X0TNjiDG5eDK/nqUIhbf4cwuCI5JEV1QBBnuDYd7J0d05Gd/6bB8/3d3Mhr4A39/eyGMteuOoy6v0LRySzGDCYERUS6/r8qZSY9RYjRV/3Uw8qq0AJb+eHncdO4y8hZruYFNYoiMup1br6XS7aBBxuC1c+We95sGSpOYTdrwRb2r7+tb1dIUOLgZ0u92UlSmTr9frZcuWLWzYsIH169erdPgXF+nMYzwe57uuZuze5eS3/ZJzu9/kyI4NHLFnEy/Lw1hv1QBdvsWLJMZo3dOXutd2qWZ39sowq1at1H1OQO3O7fAHKCmpx+7IZjz78KT+fkdYxEfCHO7tyZ4A+1TdyfNHLuLGEROImp2IcpySBzUPnqjFQ597JFuHKWC5QAwhqWRnorcHg9HIebf+kfw0cbzRB4Y+iEsi5/49xppVG7njzlu5+JVHMaj9yETRzKeN3tRrPqxXrsk/7EhzkFWBSkIWAAGHJ59JGU7YAA3WCvr3f8YvTp3All8dj0lSFm7meIw4RnBrKW9ZVquiVNZv6IbwX3xEVMrBF+pF7sqdhk6FKJIwGZgybhxvf7iWza9/wLCwnfjnTGvKMnR1f7lA5WtG5RDC6dDEi2bz4EBFNBg45QfXpx4Pm6hUrkw4Msi6F+rZtb6NcfPKdavBcfOO4r3HH8bfow3+skH7iSKRCE6TM8Wo9Km18r3P76HwvHEY8sxIPmWQl5FpNiuA5pnhDxEuaeftrUop4p7+T5TvY/JgKlcGK5tqfx2PRYlHIikvkUON8vJyWtVOrkIkDAYD9fX1qe9ZWlrK6NGKmHPWrFm611ZXVzOxrpamlVA2qo7FP/4p17yrmMiFVJHYlONOwmA2UTqylpIRGpCJBGNURgX6/TZcPi8+l0f5PIsJ29YQ3xQsBESZfJ9ESUJka1pBoMmgH2La6vvoOqCsuivqBteCiKYx2D2V+Dv1fg8mi5XFP7uVuy5U/CV27VdWTAUO84Al319WHFFQALSxyRekP54gL8No7OxP97KxP8D6OeOZt04xJHtleh0z3HrhcSzNbfOtDDAzxWXj5zUVWa8xqIxKwmCkZm4JwTdUIPtxP6d+fzIr/7KZsAyte/qoHq+sfxM+PVCxTyrSbWuOKO/p8CiAb/TsMjasaNAJa41mA0dfMIZ3nlCq6yyqRkWMO1NAZX3rei5941JG5I3QdV0eKPLy8mhpaaG/v5/+NP3B2rVrKSoq0tKXQ4xndjxDOBHmogkX6bZnCnZ9PfU4+l8A4ArDVvq31PMaRxPKHL5NcSye/RCopqclwEt//pSA2lk66GiGtLd1u934XQpKGGHZiq9GYxxstmHMnfMWiYSfW9a8C7mzbwAY4zJxo4DXmUdcNHPXeZcA4Cj3MXv7XujsoKb+eeprTkcGth5ZS1u5AvjKaUZyqr1t1BV5xeixuK12IG3S7BTxOjx0RzwM83UwtrGRFW6tZ5vJlM/OFo0JfmRNA4+sacDp0UCF0a5cMy83j0U0GLE6XeTlSFu+nz+Do/Z+RqizAad/H/5YCGxgjsf5tO48amoWpPaVDSpQVsdhm9nAtqvKAIGYWEpc53QrYCopId7VobWCKBEpiEWUruOF2lgWi4Ywde9CQmFtknfrbpOZqo7sRaTNICBZbeAPYZDI2WU7PVpD7Tz3/Ouc8o0TKPR4+NmNt3D6q3OJ9fZj8Hh0c1JmeDwevBmApq+vF8HiGOAVX0x8zagcQqQLaDONy4Yao6YVgwDNu7y8+ej2rOeLh4/Ub0hbLvb19SEIQgqo2GMuorJEdF8/vc8pZWVPvPcs95Usp9fYT0RU3R3zKhh/pHaD7fMrKaGCmmoEddI0WawYVYMnX8/nLzeTVEAxwiTjrN+Cc/cm3n3oL6m0z8EG86T4tGTEKETRgFN1bT1CLdMVBIFJC47TgRSA3Rs6OCZgYlXxMSQ2BxGCccyBODeXlWJEwCkLVBpNGC0GamK5L/tEQiISivPPpR8DirtsUXU+5XVjcBYUsuDi7yIYtJSeaByG2XkyY484kdKaOhAEJi88gWMuvpIlv/odRrOZiEoV3/SkIoos/l9K+6RHldXMCJuZhAyf9Os1TeGExPq+AHEZ3urRBvtV3dmsSl9cA3eZ7yPLML/Ahd2gP7cpRkU0YCvRr2DzGvo53m2i2iTQtk9bzWcCFWOpHcuIPMzVLsSxBcRk5bcxqqW7s04Zyfwlozn+som6102YX8l3713ACVdMpDBPnVTSGJUV+xS7/Ib+Br2r5wCR7GXT39+v047s2bOHP/3pT4dUEeQNe/n1ul/zhw1/0JWeAvgzWgx09Wr3449CO3nPmq2tANgj1vHW4QX02wSeunUdXdH9RM09RE1eOrwKuzp16lROOukkrr76amrnK1b09s4oBoPGYpSWnqq04jC6CJkGFv6OaI8xoVEFQkccw5rZV2vfwSZS1qYIb4cdeBNTpJfHj3Zxx/zzaK9SwL+56+9Iqm41kbYiFwP6dGL7ylL6Iy6QZap8yuLrgKsk1Qds3Njf0O3P1h35zXa+f/S1PDv2aEzVEp0RO3t8RbgKFaG0w5A9DjxbejyCFMTy8LHw2BlIXiXFYo7H2F46X2dHn2RURLWSUjRbsJtE7CaBvHwrdqOY9k/A1NOJTRRS2ySnC3vZaOylo7Cbjal/LrsNu0nEaRJxmUT1PUUqDYaM91T+GZxOLBbl3jKp2CseHnhq7/J2s3/ffsZNGc8PL1GA5c/vuEP5TpHB9VsLFy7UmWsnLfYr6yYOqPf7IuJroHII4XKOp6zsDKqqvoVhCMKjXJFf5mDWSSMAaNiSDQgyJ+Cx4zQDo76+PiRJ4vBhcwialImkDdWfYHsPfV1Bft+9lOcL3+IflcogXBBzY7VYsTqcXPCbO3Xv7RmuicYEQaC4WjmujoaDU9mJRCIFSrZv3sQ9d95Bc3MzoVAIIRal+zNNXNXfsJetaxVjqMGASiIeY8OL/wTAXaqsut6cNYY7xlZzYfngDFbLrl5sssCJQTOSX8byfjunvN5D4wotR2w0ipjMBgok/WXvU8WHL931KQ9e915q+5FLRmMwipx7y1Iu+dN9TD/hJOafr6WCBKNiaDX9uJFc8Js7uObvy1h0+feZdsKplKrdl71qM0tbQpkIilz/+0AFYLhV+dz2tPbzsizz50Yt7SWlpfzu3N+eSgclw5vm+/B2j17LdJgn94rKoGqOJIMBMUNE7F+t6IYm2AyEfMp+siQj+bVjLPzmOKSEzLLfb+Qzh5nwFAUo5hVq958oCkxeUEXlmGzxsyAIjJpeQnGhUgkkJ+w8teMpJFmiyaelRrd25+4flB5JoNLR0UFTU3avml27DkK5p8W2Hq0Db2bqKbNyJ9QTYmzvWEwJE02xfj41O8lsJSMDzaPHsFY8gru+kc8/FthpLWmir2ALfYWaVu2EE05g9uzZGI1GxpyipFHN+0RMDQI+nPyGX/Jo+DQeXHoX3ldeoSs+8Oq8KAb2iDIGtBXnsa9KK3sP2n1UtCqlvqIsIds+oKHURK/TRJ+o/E7lNIFbmWD977xDyw03IMsyYkivMzP0gzeUhzsawKmaoLU4ihg+/k1GT/2M3tgo3t6Z3RMIYK+nikfGnsJ87uIHXkXPVlilpBENaTOuWy0ikAWRe6YswRRR2JCAmtCxJGLEIvrjSqbXkoyKsUyrdBL6GzEW69OgWefPVgwWl74XDyAKBqQciaSCSHbFkGi1YqqqSnVQt6u/Vyw4sN7k3nse4pKrLyGmEnKP//GP3PHII+w7cAApR9VYOgCvqalBFIQUqJL62pk4eRp5bjfB6NdA5T8iBEFkwvg/MGb0Lw++8yAx+RglRxsJxIlnoNCZp5ype3zuuedy5ZVXAgo48Pv9DNs8jF6bwjy0V0BclvkslGD1m5ovyut2pUNzSawA0alMEKU1tRRUaHRo/jB9iXGJOrkmhbUAPS1NdDY26Pbr7e3l7rvv5p577mHb1q28/NtfEl77Fi/+4xFCoRBGvxdkGVdJGbI6GLRtUwZLd1pn18xo3rGNuOqFktR3DLdZOL+8EONB0iVdTcoq9OhJWrWVQ9a/JhqKpwgqWxrru+XjNvq7QjTv8qa2VY3Np0714xBFAyaLMjGOOUxL/4mGUowWA64CK4IgpPZJhiTJhFVAa0soA0CR839Pn5IexarraUckRk8szgWb6jnp493c0aABlV/tbdG9ZuKaLXRENNDgzbFi+mZ5IfeMG8a1w8uyngONUYmLBgzO3OK+oCQTDqiAxh9VZl0BKm89HNvEItr39dHZ6GPH2raUJ0heUXYJ8mDhVk0GJRU4vtX4Fp91ab2pmv3NOV+XHkkn2127dmU1sAOtDcTBIhgLcufH2qKhM6SfZJNeKCa1saXzgJMJ3gmM946noq+WvO7DWBHVd9qWXSawaJNTY4mNNSP0DJPRaNQ1Y7TV1iJMUdiNUJuLX/EbtgqTeaDdx89nHcVDy18mmJEeOWKrNpEVdOyh0KuMQwf80FKgpaLaS+OpqVY2yew4SW9sCFBADyU1J6ce973wIrGmJtyqE6xfdTOePu9our0FFKrur/1WOzGDie8+Vc/8pW9z1O/fyXrvzPDi4oBZWZgVVWezRCW92u+5NU/rCO5T9XfmeIxYhple0uhRkBOYKiowOJ06nxWD3YhgtmAqL8dUml0FOmBrCkFAdGS7R+dqH2QsKUQ0mRCiCiNljAgkornHyrc+/JALfvhDnnliOW+8+EbS+oWNWxWQfsoVV7D094pp5KpVq7jhhhsAuP3221O+KgDLli3jgT/eyqfvvcbDDz7A/X9/AkDXXTkcS5AYamPGIcTXGpX/g7DYjRhMIomYRLAvqht0rU4n1z35Au89+SjDJyo3d3l5uZIb9Hp56aWXCPqC+K1R6B9Nv1HkOcNOzJFR8LYf5uo/a2zJeMzDtLTJ5IUn8M4/lBYAmSXUSaDSsU8BKvFYjEeuUxqZfe+hp7GqjpLr169PoexlTzyGU52MYt0dxJwFWELKQDt6zjxWf/wptua9GNQ+O+mMyo4177L++WUccf5F1EybRef+BkBp2Fg5Rj8QDxSyJLP3k05625TPPP60Oop7y3jw0c8YFlfuxLIaN231fUiSnOoBY5UFQqpuv7MzyGM/1/wqameUMOno3D4xzjTb9fFHTGfWqeNz7gfQ2BMkZFB+2yRQ+b9I/YAGVDpjce5t7ODNHILZXKXGH/UHOLnYA4A3ng1UZnscLC4bOA0qqCxMQhAx5OX+7jGZFFBJNiA0FtkQkq6saSvfFtUOPlnePNTIdyaBivL/6w2vE4xr6at0dmWgqKmpydomGkQk9bzta8ndPiAz/rTxT+zo2ZF63B3Sg54kUPnYvJHJgUnadwgXMLvpAu7IUz4vXmlHiEoccyDKyhnZ6aBGUf+7LFmyJPV3IFBPT+9qIqUWegqKuHfEN2kV9D2o3px9OAA2UUh1phbS5h6bvw+3yn60mPJpTDs92wuraM8vpLS3m75zEuz39UAG6SYApuJK0nmCeFcXpmgMCShfcCy+l1/GHInR05/HTR8pTtp+h3Id7e0cvOLsmrbHWO45lhbVO8mCBIJAc8FYvvngOpYunpza15jQs4et+zzk5/vpDCoLK3M8TiLT9Tcp0JYlhKSjbL4KgkI9iHIU62gF9EixGLTrRfuyJKW6W8uScmwpfYjNAwElzRUWBNoNBiriBkBCEGRkdREm9O0Hp0tHOcQCuaf1Y+bO5Zi5c9lfLJAwQFAG2Shy+SWX8N0bbiBSX48gisiSxMKFC1m4cCG/+93vst6npqYmtX3x4sW09YXp8IVTGrZOX5jWvjBum4lSx8EriYYSXzMq/wchCAIOtzJgBrzZOUHRYODoCy9l5DTNb6VKtbxOUs5Bi4Kg++sl+iJpq/QMEHt0+Wk6cdTkY0/AVViMyWLN0sOU1ihOkO379iJLEptXaeWKXU1aNU86FSimlRPHDtRj8PchqkZFnuJShk+aqgjComGEWDQFVD59/RVe+fPv6Wxs4Lnf/op4LEbXgQYAKkYPDaT4eyM8+KP3ef0BjUly5Fs4ZmwpZ3g8iOqazllgSc11jVuV83a6VfNW6U8rhR0+sZDjL59IRZ0n52eKooFL7rqfi/7wFxZeMhN3cfaqSJZlbn5xK2f8dQ29JuV96gIK+DtuwhdrXz/UKFGbE3ZF4zrAkWcUmejUsxO2NPZqp1qBsS8YoUNNG83zaOduWo7KiWQk4nGEqHJ9J0QRwSTCmXm0BPUdcc0CRAIx/O1BvC8paUdThZNEQsLbHiQW0Y63eaei53AVHhqjkq/2sonLynl4reE13fNJoCIN0vXWYrGkKn8AKqZW8In7k9TjfW0HByrt7e28uklfBpye+olLcTr7VPsBg35sKLGXklB700h2I/GJ+cSmF7JjbhGSCtwMB7TJW4hKRGRlohg+fDh1dcqkGY12sXbdIv6+ayXfOeYKzrvtbtaWH5Z1rBvHKiCpyGzCHlUGllFt2v0+ovUA03fuwpCQaS0w0ulWbf9VV+0dI5SFT7xIJlGqZ9OmykrVnLVkmG57//5mJFWobBunOPhKPT24xQlUqZbydgZ3M05FOMisXq06z1IzgSvv/Ts3vtPN6j1dXPvMp9q+EhT0aVqhrXtHsPXtYbxaezSgMCpSVP97pDKlsqwBFQCzisjSOiOLJhMGV8Y1mxSa+/2Et20jkc7SGfWg3i+KoLZxEdIbBwoyhHoR0hCkLIM8yMyefE4WwDp6NOZhwxBsNgSjEVmSCG/blmqtMJRIFiPEE4qnS2uf8vt8kT2AvgYq/0eRLK1MqvIPFqeffjqCIKTy1xGTQoOKASvFAc0bwxZzcVn7mSxqOoVTt36f0rh+IDBZrXxr6d1cfOffsGfYXxdVD8NoMhMJBHjspmt5+1GtoVdPs6b1SC+fTPc9AbA17UnRdBaHg9qxY5FUKtcQ6Mfj8dDX0cabD9+re92BLZtSjErx8BFDOieNW7t15lYAJlXc5U5zJ7XYTZgsemR/4VnjuGi2cm4CaSmNY799cJCUX1aRkz5OxvZWH49+0EBvMMYW13hkoCTaxbvfn8GM4Z9PhP3vRpJRaYvEsKV5fiwpK+BbFXr9zxyPk/8ZpaxCl+5r4zd7W5i7bjs/VK3yi8xGXplex2OTRlLnGJjZ+OS1lzCkUj9ql9pyD11h/SDoMYp07ffxr1+tTW2zji1g42v7eeKXa/l0pSZ0jUcVIOE+xNRPoVu1JRf0E+aSMQrLsK17G7etvY0Fzy6gM5hb7wAKKzFixAgWn72Yu/vuZm/eXjYWKnose9xOIpEgEAjkFNZKksS9997LsS3HYk6YMSfMWBIWOvxa08vtXdsxqD0z4mkGbO2ufAKGEiQVvMh27XreX6J8J7EvgnGHdm/KRpG+uHKP77NqIGrHzl+ymancI/yIfWrbhcGi2GTkqlX9XPRmP9Xdcc5538fcHSFOfu8FKjr2UurVjtPT3814QRHRbj2pGv8xTqKjZfpVP5ZvrPPz/UiQK/gLAEZPCaJDo1p6b/yJcuwIWGqVhVO8sxOxQQMRef0hRhQM/vsbBJBliTqDlxXXzFOOp9VPe1xb1K3fpwl4Kzva+PMff5V63OUp4KX5x6Ye22Nh5EgmQFJZJmRIc5Am2TQwvTtxPILJ0I/RqgFhORZHjseJNjQAioNsKkQN+FhlmbEFY5FVzZiYBlQEAehrQhDBYNLeW1D/7MiRaZfSMkOiaEBQmRzRpTnyJg5BGG5URcmxhJylU4mpbGM4muC2V7bx8f7P6ez8uV71dfzbkUz3eIfQARmU/HKSVQEQxTgRQ7Yr7diOOUwJjmZO63FU9tfh68lefVidTlyF2UIvg9HEhKOVVgGdGYLaJFCRJEkbhGUZa7N+P0GWUyp4q92B2WwmoSrSxVgEq8XCq3/Ri3oB/vXbm2mvVyqXilRR78FiML8Xd0kaULEZiIb1N5DZZmR8tXIX+9XViNFiwPZvakgi8QQn/fn91OOwwYYpX2VRhthH6cuIcSprsrE/QHOaKO8bJfnMSWNIhlnNfH9YCScUaamEPzfqu0cfW5jHDLeDRUX6UbBpx1YaPv049Xjzm69jkLTyZFD8eoLx7LRTjUXEojI5kizz6H1bWP/SPvV9swc31yGmforylf3DMjrW8bRRp2Ez2vDFfDy982l6wj08uvXRAd8nPz+fb3/72xywK/eDLMjsc+0jISQQEenv7+eRRx7h7rvvpj2N6vdH/Ty99enUY0/Uw7HNx3Ji40lYnhzL7g3Kvo9/8jgACRIgGbCEigmZzDw3/SgenTiLHS6l9F+2ZdP77p4QgiRTtVutJjSLRP21fFT0EW+TZvQWamQXY7Nej5zbZK/QaMDuSzCsK45n1NuMb+3i2ifvxiQlCNBInl9jhEYc2EO5XwGi2ypH03F4BQikgEpeUOK4eBFulGvAbh/G8CefxDphgu4z+812jKquI9bRiWe/1iyvcY6VJ5bUcuMCbYF21jg3T15+GOfMVMbIM4u8ANTOmsu4cjcTK5Xr+c3t7Tp7APP6TgxNAc589RUqO9uZsksRObcXFKWAyvDWJip7OxEiQ2RUDCoYTgcqvQ0IIpjsiVTvtkj9XsI7tBRgVlg9AEhWD6IgIqkpQdEkY3HHsLhjKaZYEMBcaEPMKE0OWgT8VhBUIJX+bGYZssGpd/2WM3oVyZKElKMqKHk+E5JMNCN9HFXZ26fWN/LA+/s4694PBv6+g8SXAlTq6+tZunQpy5cvZ+nSpYOW7W3cuDFlv1tfX/+lW/H+p0RhhXJRdDUNDaiA1sEVoChShN/szdpnatfh1IaHEVHvIl/30GjSXbt2sWnTJirHTcj5vK+ri7179/Lb3/42lUOfUFma0+RIUCcni8OBxWJJecEMr6ygY99emncMXGFhNFvwlOUWZmZGUtegvE7k+Ms18aAnrRTWbDPizNdTqTaniSnVHgBajRISMrYBxJ6HEvUZefMKt5XhtapIed/QOlN/GTHeYaXaaiYkybzSqay6v11ZxCy3g9EOK49OHMmPR5Sxbs445uW7GGW3cmll7qqF00o8Wdti0QjP/PIG/nn7L+lsbECSEvi7uxCT9LbaF8XmyiOYyHaGnWAz4FYp5J7EQUR4ArgKDhWoKEAtIoBR0sBopauSWk+tbt+e8MHNq3b27NQdT1hU7rP31rxHV1cXiUSCe++9lw2qYeOdH9/Jn9b/KfWSgnAB9oQdAyIRSwdvPLiV/mg/n9QrqaRmg4QcLcHZX0dM0sSdb8gKwJBt2bn/2u3KfdnuVYSYUoGFt44tYZ+7D2/US0ydOGOxHrrJrqIzRXN/73x1mjCaRVZES2lrWkVJ5ye0HG6n/9wYBllzT5214T0mR5TvsI0JbN7hoJtCelWPWHtEJhYWmD3rZaZPewKrtRzrmNG4zzhD95l9FgeP7lAqy6TeHk6vX62cl4klbOsrRw75GJeGk51v/IXJ+QK3nDaRZd+Zy+FSAwBlo0YjCAJzRirf9zcrduhEnmJvFNNWLwaVVR3epoiqX5l3DM0l5ThCQW598E4MsoyYxqjIsqxpVJAh3Zk4CVTkBLKUAO9+XRpINgys25ATaQuq/OHgGYboroZEIvWcaDEjGrKKhSCvAjGNVZEEkETo8AjItSOIlLhpSyN0k61bUuciLw9jmgZPyiiTjx04QGT3bhIZ25PVUwlJzhLQRtUqpF0dQ3c8zxVfClA5++yzuf7661m8eDGLFy/m8ssvH3Df++67L9VK+sorr8wpWPsqRmGVQnf2tAzdzntC2qqj2FCM0ZANE5xhpfQvrF6v3vaBewElw+fz8eSTT/Lcc89hsOUuM+1ub2Xbtm2p3j0TRw6n5f03c+6bUFG3xeFUgIq62jCLAptWKdoAW14NU0/8BfOWXKJ7bemowxGHYOUMEA4oK8CpC6u58s9HUztD8zjRMSp2Eyd+Z5LutZ4yO6NLXLgsRmICHDBKXwhQ2dOh/Z5XHlXDqz84khGTFFH09tXv/Nvv/3lDEAR+MlIPABcVaqzJCcVufjyyTLfK+nVdJTU2DeC5DCKbD5+ARR2UA95eVtzzR9r27qZpq1ZBs331O/R3dhKLhDGrbmERdXVmMBrBoQ07rmO0VfE4q7I9OojBGIDTY8nZz2ewKHQr3yMugDWizXD5lnzcFj0zlO5cO1A0qazBUVWKA27UoNwXn2z4RLffK6+8Qjwe59WGVzFK2qq7LKT9FnGjco+ublpNXjSPuCzwVuBw6jvPIiEbIK7pmmSzChrUVOa0/m2UB3u54rU+qsPK+wtp7GHQZcTn+B6yLNId7iYSaScSaaOZbLG4x9/FKFUnlh5mdbKJmwTW+EbiiSjXeJuhiKIJXsxpcti1zllY9oWokhuRBQN3HXs91wj3ExQcOCNhinwJIqE4Ltc48vPnaJ999mL6S7Vroc/s5HcftukBAOCtGgeCSKi/D5ekLQqccT8bXnkeq8nArBEFxNUePWabMg4UH8QWQFQXdqMOKFq8zapObkxjPR5VM2NKAyqJtB5UgkHU3TdxNI+8aN8BCGoAcJvZpGdfMkKOpbEwggj2QjAYU80GBYMBoXBU7heb7IgFmkFlKO0rR6UoAbtIyCxQaCtkeN5wim36yiJBEDCVl2uvaWxMHY8ci5FQvYMSGXb5STuauCTR4tWXN3f4wvSFYro02+tbD51Z/sKBSqaddE1NDatWrRpw/xkzZtDb20tvby8rV648ZHfH/9bIU8WA/hxi2oFi/PjxnHPOOcyfP59LL70Ue1m2viUmC8QNsPiXijius9HHy8+/xpNPPkk8npvafe89zTsknuaEW3fY4dhmKF2gO5uaUszY8ccfT34iQjwaoXrCZC6/52H9G6q6BKvDidlsTjEqjZ9sYMvbSqfWaMTNjrV+9m3WbkzBUEpX61Q++Oceogfp9QKKABPA4sgGGJ40katoECgZnsfow7QB32AQEUWBUyYqN+Zn5gRG87+nUH949T6ufkqZqCo9Nn60aAxuu4mx85TJrKuxgWW3/ozetpbB3uZLi3PKCnhqcg0neuxM6mlFfOsVZFnG29bKQz+4nE9f1zdWFASBZ6eOYtXM0bxdAJc+9nsa39AcXFc+8Be2v/82T/z0Ov7125tT2/va2+hpUVIjLnWiCKbRyEa3GX+sF8kFrqO1ySm5Mhsxe3DB8aGWJgO4rKYU++eWtUlaEIRUJ9pkZFbhJMMX9ZFQ2cKk+PbMujNZfe5qbNbcxyTLMiteW4HH4sEkaddpYURbuSYFsje8fwMFkQLCaT1amowSAWvaMK1eo+WqhuHS5n/x5offp7QvQUVCNSALxiFNuxWnhkjb6Zzwh4854v43uU/+LvtRhPRPTdTOxYR9fVz1z8c5861XeeFDTWwcU3UHCZNIYaiP4xuVRoVdqrjzsvI9CL0RTJt66MobzuTDfkppW3a59wmiFYME0WD2vS1aLKxacm3qcZ/FobS5SLtutlZPxKBOpKH+fmLtBziz9XmWNC9DRMbXqaUoY6qWz6z+LoP11zp7RhXun9yA6HQyrVJ/7RX4+7Gq1T6GRJyIugjLBCrp0RfpI5b0Xwnp05YyAqJRP16ZyssRVWsDKRxWKoQyItUV2WhUNDAmGxitYFSvO6tHqRpypFV/ufPIsyiPm3xNeMNeAGxGG06zMyv1kyui+/cjRSKE0z2CMsCjmON9rCZtLPVljOVXPvYx7+8eWAeWK75woLJq1SoKCvSCwYKCgkFTOh6P5/8bgJIMu1qFEAsndFUNg4UgCIwfP55jjz2W4uJijFICr2dL1n7BqIxbTX3IQoINn65l165d7N69O2tfWZb55BNtFfjsv57D4VF+v0nHHE9vQFntCfEYe/coqYuysjICvQpCrjvscGRcjJyxhMyw2B0IgqBrA5AM0aQMlN2tBYim0RisszG7zkEQBD5Z2cgrf9mc9Zr0aN7Vy/YPFMrZmgOoWNPYkaTgdtZJI8krtnHkuZox1XGTlZXtdnOCzywHB0cDhS8c45aXNROvnxw/BrO66rc6nSmPlcYtm9j6Tm7g3tFQz1uP3EewP3eX6YPF7vUf8NIdtxMJDpxOXFCYx4/6Gjnh2b+wcfkTHNj6GWuefRxvW2uWwBkUV9uJLjuvL70ZU38v7z7+MBtffREYOJUV7PPS06xM5B61U266H4ezqIhXmx+ie5oX0WwgPqdc93pLoY3hkwY2+Es3extqiKKAVZ08Lqm9mnJHOZdPUpjeTKBS31dPTNJPFps6N3HE00dw18a7SEgJGvobAKh2VeO2uHEY9EzkqDpt1btxw0acJqcOqKSHZAwjiVGQoDBcSEzWBvkDGUCl1GziuBGNtLmV+68w5qXA2MRp+f/Ddwt+QKGg/PbGfRqzJ0gQ887GG4IDY8bynngscVVUPNmtfXdRlpmxcys/DXZTN1wDkMkUq+AUWdT4UWp7Y1QpZ+4Lr8eyvgtDW4heyUzZ7EXU+LK/6+Euhe2NhHLfZy0mLbXty+Ex8sxZ12FXj/fdxx9i9dP/oDLcSklU0chEw9pqPvm32aa8Ty5GZW5NIT9cNJrfnz2FIxcvom7Nao755c9wpSk5ivt6MMXjKcCUdA2Op4CKnNJ/gAJm2wJtRAbxfTKatGMRRIOSbjEpY2SsqYnIzp36FBAaUBGMRkWQUjQGisdC4ShwlqV6EAlmM4b8fIwFBRQWVWMxZH9vs2HoOjwpHCayZ4+uqz2Z2pYc39VjG5ydvvCh9ey7/sYhH8cXDlQG0qMM1F3R6/WyfPlyli9fzg033DBog69IJJLqs5HZb+O/LUxWA0aTcvqT3h6HEhtebcDfFSNm7UF2NDHfacCjpoJ8CRlRFCgZkYe3YFPqNc888wxbt+r1IdFoVM+0CALHX3cTF/3hL4yYMh2D1ar6b8mpCh+Px4Pfq/yeTk8Br/7tM1rrK7E4tFy/0eymrzPK5tfbsnKyM7/xPQymEerHGTA7T8FkOwIhrSKjZbd3wO9e/0knz9+hgSuLPTeVOuawMsxWA3UzlVWSp9TOhbfO1Xmk1JVoArKHmw4N5adHi1ejhetKnJw4SZ9mSXe19HXl/pzHb7qWT157ifcef+RzHcOLf/wNu9atYc0zjw+6X3/ayrN19w6kAZi2ZMiSRCJtnx1r3gUYsGNw0/YtbH//HQDyncoEng5UXIVFSHICn2oNXz5NS9kJFgP2aSUce9E4ymvdeEqzJ6y84kNnVABs6srXHMvn9bNe55rpSsO8PLPegySSiLC7Vw/q//rpX5FkiUe2PsIe7x4CsQA2o42RbgVwO0QNqJz5nTPpHZZhix/zDwhUAEL2FpwxNxbJQgztfukRJd6ZqH3fMWYL0tQ8wjbl+iqoU1pjVFm2UGBswlXysrJjmlZA53toSvvNEgk8Ru1JUZ2Mo1YDBruJk99/E1ssyrwG5b6PGCIM82kC4bXWKbT4S2n264HmD57+hMvOPz/1eKrTxrcrizjMofyWkSSjcuAjuHsG7FTKtTsSBt6umkZ49Hg6jjtDPXbteD12c2oRFc3hoOrr1kS9EdXLKZn6qfBkg9snLjuMa47V9D+ixYJRFDk8zWW5oke5Vw2qKDSg2vsnjToF9ELaZCuG9Dsq3WV2eN5w3aQvqwydYNJfG1KaZ0u8q4tYi8LCpj5LEJR/BhPklad0MYIgYK6sxFRRoaRyxOxrziwODlSMRRnatMyihYzxQhCELFZFkqEqX3/vCrLErLbtuNXUYXijPk06WPyvVf0MBGCuuOKKlJZlyZIlLFq0aMD3uP3223G73al/1dX/Xsv6/8sQBAG76qUyEFDx9YR55IbVvPd0tjX3uhfqEWTlovXaWikwiimg0lfjoLGxkWMuriNu0mtgli1bpnucadcNYHK6KKoeTldXF+FIFMmi3Oyi6o9gQqZ1l6JWt3vy6W5WVxlxbUXkqTiMp29dz/6P/dSUaLnostrRuMtyC3YzQxrA2fDV+z7TPR7I8+TYb4/j4t8fkSoFzxUVbv2kN9TO0ZnR0qecxzGlLt647kgsGY3/phynOXCGfLkBdlJl37Z36FbsOY9l1yCVBEB/lwZUVj/9D3atW5N6HM9BO4cD+mvI39ODLMu6iSEzOhoUrxSPMwejolac7V73Ae379mJME8aW/+wwTEU2bE4zZ/54BmddPwOTVX8uy0YN7G48WDjU36THF9HR3qFE9j2wtnWt7nEgprFU93xyDwCTiiZhVFMwRlmbrC54/QIe3f2o7vWuFhf2eDbociQUEJ0QI7iiyveS0zw0Oh0C8TQwsWqCjZdD2v1TuODHGv0PdBd8wvQpP+EXI29NbZMLLEQOK2Z+rWZqqDwhs6pxFcXtr2OMR/nma88B4OtYi/ndq/nRkw/yws+/j6FJue+nrnyYBU3K5LK5aATNzmKe3XU6D225UPe26/b1MC6tbP3ntRX8dnQVdocy3qUYlYcWQvceeOF7fHrAy0cNvSydeQGhO+/DogrQXznnOvpNdn512Lfx2Ey4CrOZtiMvUNpapDdzTaV+VKAyqtjJz08ex9gybYwSB2A95hZ6tPPr9wJgjCnH3KcyKolkawFZRjBmgwGvQUQGekSRRvW66xZFbEYboi0baGfpVlQwICcSStmyOjYI5kOrSkwHKts2beOOW+7AaDAyY8aMFClwww03IAgCZ599Nhs3bsRYWop17Fi2RSIcviSbKZfjcTZu3MiMGTOynkuG2ShiVucjAZmpZQ42zIpyy9qHuG2NanvhH7rAdsjOtPfffz979+4d8PlFixaxcOFCPB5PFnvS09MzYGqnvr6e6dOnA4qepb6+nvr6+pyi2ptuuokf/vCHqcf9/f3/1WDF5jLT3xWmfV8f5WmDryzJrH9lH41bewj2RfnsnSZmnDgch1s/4QqqOC9uDNEkdZNvzKchCtt3tPJB58scveDogx5DsoLHbDanhLJJ8JK8kCWrHUMkhMnbxYLTz+TxG3+Qer0zPx9QuyUbNCQej2sDittUyxE/vQWLw0FZTR3rX27QHYNoEJByVHpEQ3FdWicRkwgH9RPpRbfPyzovyRAEIdW4bqAQRYHbzpjIz55TUmjdgeig+eyBIikiq8q35cz9Hnn+RUjxGJ+99QaBHKA9keZHY7YrE1rA28u+TzYwbOIU8opLsl6THumlhO31u7nvqouYf/63GT9/Qda+AzE6AP7uLjxl5URDQWKRCA5PPsE+fSrK191JsM+bVb544vd/xKv3/FG3zeN0Qljvepssjfe2t/L4jT/gynv/TuGF4xDMBsQMnZDVYeKCm+eAACv+upm8IhtVOXr6DCXsJgNEoM+f0fRQyB4Gn9j+BEvGLMFhUlbX+/o0H5J3mt4B4ISRJ6S2nXTSSTz++ONs8yjpv5iov07HdWX78xQWFhJv9ICjHVmMYY8poE4Steuvzzr4WrLAbAJXGfRqx7c7aqA43ELRZ7vomqOkOWWPmf3utAWCJGPZvosft9yODNTuWsbwNgWMtYcPMLkijMmaQOj3EewJACIer+Z/01KnCMQ/69Lec1pFhE9aLLgsRsyiyC21FWz1h5mrlr9b1JLqSDCGnEjQJBVTKXSRSEic8zcNROXbzRSo7rN/iZTzl5N+BYLAJLsJZ4F+tT/vnG8yeeGJvPfEI0SCAaLhECaLNcW4JDUqgiBw2fwajhpdzKI738vqmJ4eF1UWsbatk/DH60ioTIcxEScC+NWWEsnUj4CcStukL3LM1nz2iD6iqlXDTpMJ0WihUDQgu93EmvUaHoPLRbxTuy9lFRhJGW64on1gg8VcYTJo4+f4KeM56ciTMEaMbNiwITXHLlmyhFGjRnHFFVek9l3+/PPU1NTw6TYtnW0sKSHe0cE/X3iB2ilTdXKO9NG7JM9Kvt1EOK5wSZ6In8uf+R3dqjv5qP4WbvngAcTY0DMJQwYq6V9isFi4cCH33Xdf1vaZM2dmbdu4cSPHHntsqrNuMjI1LsmwWCxYLP83FuRfRjjzrbTv62fN8j2UDM9LMQP1n3ay4ZUG3b6P3rCGb/9OmZQT8eyyiNbiAEXtIAcdGOMOjLE83n1XoehNETcxS5oRlCynJtMkKPF4PDgcDvbt25faluxnkj9qDP6NH2DyewkeaCDgVX4vk8WaomIBRIP2d8jn1Prq5JkZMUWzmk8vKwYoH+WmdmYpm986wMnfm8wzv/6IWCRB2B9LAZVIMMay2zfQ36Vf/drz/v1KnQsOG85979bT2BNkd7v/cwGVD/cq56o8B8UMSq58ynEn89lbb+Dr7tT9BgB9HWn22iqT9Naj97Prw/dxl5Zx2Z8fHPCzN776os6cD5TV5av3/JEt7zv5xjVTdZodX09usSiA39tDXkkJj990Hb7uLi67+0GCqmNnfnklAW8v0VAw5bNjMJk466ZfUVY7GqPZwvtP/R1/GtNSkJcH4XBG6kdfbbBp5QrmLdGvytMjyYidfdOsAfcZSthV0OrPALsXjLuAda3rmFIyhUsmXsJZL55FR7CDNc1rOG7EcfRH++mP6lkwl8nFN0Z9I/W4traWslPK+OcWpakmAmwq2cQw7zDyo3pgVe+q56jaozhz/lk88qs3wAGSGKM6pkwc/kBaBYllcKAiyBFwlUPvPt1k8UHAhMuynq7wKFAZqX0oLIUQiCv+IUIQ3IqV/dlzL4K7/wpAC0bFl8MVJxK1ElW7jZvTzoGtahhkkG9/+9ZcDvvtRnyROOFYgiuq9eA6maKNBOP88ZVP2e79KyPiMmH39tSEDlDoMONO94lR75O6EheuNH2S3e1h9hlnI4oGzDYb0VCIjvq9lI6qRVbfz5wxsdeVunjx+/MGrQKyGUQemTWej8UQJSMqCKxegyUaJQAE1MVcImkSmeahku5qXO4opyERAbWJYlwQcKl6EUEUFRfYtBSKaLdjGT2aiCpajXe0IzrsSH366+5QgYpZNOO2uOmL9DEsbxgOk4Pf/e53jBw5kvvvv58rrriCZ555Jssqf/HixVnvZXC7SXR3c8Zxx2U9l2c10heKUeKyUJan/EZGUcAaj4AUxxAL65x3Z3XsZOj1rl9C6ieTCamvr2fmzJkpRmXjxo2plXp6zwBQhLiLFy/+/0ZY6ynVKMDn/rgRf2+ETW8dYPWybNErwOa3lRVNWO0uK6Wt2kLF0DYsQNimoHJrqCyF8K0hfQ45EAiwZ88eNm7cmLLkt9lsqYZlYRXFJx1oh02eltKZfPbCswDkV1Sx+Oe3Ek9rgCUYSkBwIIiFIGjaj0iGyj95/OWj3BRVOznq/DFMPLKS82+eg7vYjsWh3Pjp7Enj1h76OkNZ6VIxR6v2zxNJrcp5D6w9pGZa/eEYf3h9Jy9vVlil06ZWDrhvkkkI+fq549xTWffcs6nn/GksZG97K4l4nL0fKavMvvY2GrcMLC7OBCnp0bG/m/1b9cAk1OcdcP9oKMi+TzbQ29pMPBqhu6mRnR8qBnZ2tyfV76lP1bnYnC6qJ0zGZFEaM17w6z/yzdv/lHq/onxlkg5Kmjgwk77fsea9z51yy4xMlic97GpJrz/D2rvQVsgTJz/B9bOup8hWxLHDFKOvLV1bONB/gHlPzct6r0smXZIlVLxk2iWkGwsdP+943qp8iy6LPkVWO7qWb5/6bQySBVEyIcmQEGJMCM4GNJt/AFk9ZqEnR3WgLPHavtcUjQIQymDyAgVvUBvW0oAxQUkbCP4YQlRCTiiT3vSS6Xxv+tWp/foTNjoSFYhmiahZSZWISBjj2iKh16I3B7vv7DAl7jIsqoC8vT/bv8mc1JLJ8K/3OpgeNVIgmYj5NFbmO0eNoiTPSl4OMebESreOWRx/5DEpKwNBXRU986sbNf1KjkahAJOrPJS7B9c5CYLAzJkzqZijVE/aVc1LCqikdZVOARUpgRALIcbCiLEQ5kQMIRZK/XMLJogGIBrAVJIP8RDGfGdqm0gstV2OBojs3EK8owniodQ/IRFO7Z/6N8i9IwgCVa4qxhaMxaX+lh6PhwceeIAbbriBpUuXppreHiwEkwkxL7unFEB1vp3RpS7K0s6rURQwSkMrFDlYfClNCZctW8YNN9zArFmz+Oijj3S6iNtvv51Zs2Zx/fXX4/F4mDlzJkuXLsXj8bB3794sDcVXOTJdUP9+05oB9lQirlYHhVTq2hGrJIwisur3+8gvzCdyoA1bqAxTVLmgDAYD5kgBtkAlIYdCN/p8Ph5/XC+4NBqN2NTcaSgUYteuXezcqZhalZeX85nJgiGhebIc/a1LqRg9TjcJCoIJi/sSQNCxBZGMFWxIBSoTj6pk9Oxsczerw4S/J0IkoAGcrqZ/zzDoYJE+MG5v7Wdi5eA6CFmWufaZT3nhU63UePbIAmaNGNgi357nxlVUnEq9rH76H9TOmoO7tJyAVwMqYV8/z9x8g07AuuzWn/KjZ14+5O8lJ7p0GqhEPJalOUmPrgPdIGvPh/0+Nq1UxI4OtydVUdTXqTBAVqdL93pnQSHOgkJOve5G4tEoQl4e0KpnVDLoe297K+17d1NWO5p/J8J+P3//yfcYPmkaJ3z32qzn7RZluAscpPR9UtEklu1axpM7nqQ92J5zn0JrtlbCbDDz45k/5g8b/gBAlauKG2ffyL3v38v8tvlYJAsej4fvnfA9DKIBX0+YuGTixegEfLWFjI/5mdEGMVnWAI/qm2KNStxcV8kNu7WUgaf9Vt4XR3JGgbI4DGZoLmRB5hfum7lb/hEfCZpOzNyfrOSz4QoYU4Jg27RphD75hL7iq1jWOZop7lsw+pQxwZTw68wdS6ZOhNUKOL966v0cNeFeBEGgusDOng4//9rYzGlTK+j0RTisRjlXRpMIogCSzKSoluKriouYZDh9ZhU3nqgY2rlzAJW6Uicmg8jJP7ienR+8x8QFmp4xvdLtH9croMtitx+8BLe/BXa9BuVToHkjlE6E4VpnV6MKtEX1+g3GkqmfJKMipezzE1Ef4+/TbPcHEyUYgFxQychBJuXnc2z7aYvWX2igz8vwplq8eDH33XcfK1eu5Prrrx/0taBoYwRRxFRejhyJIqnnOxEIIPn9GIuLMQX9RH0+TOXlit+LIGAYZOFwKPGliGmTTMnixYv53e9+p2NIli1bpjsx06dP5/rrr+eKK67I2anxqxwVoz2DPl9Q4eDEKzWjsr7OENFwnHeeUABEYX4RF1+sCMl6enpoaGggblImdGPCjiAZOP/883EXOHH6RmGIqdqHQHb5am1trQ6oPPnkk6nnSktLES3622r4pGkAtO/TU5OCYKKoSj/JJxkUgERcIuRTOxgPYLCWTPeE07QEbfXK55QM1ybGc38xO+frP08snqFVAg2lmVZbf1gHUkApdzxYnPT9H+keP/nzH3H3RYvZ+q5inmdQV2etu3dmvTZxkOocgG8tvZtv33EvnnJllZqINRDo1VbjIbVSThigYmfre/tSqR6Al+78berveedemCr3/OgFpe17JlBJxug5RzD+yGNwqIxXKA2oCKLIubf8nuGTp1FYpfRb2vHBeznf51CiYfNG/D3dbH13lU4gnAyXel35goP/vseNOI4CawGRRIQV+1aktl87/VoqnQpjNrs897U3Ol8DWwXWAk4ceSJ9lj5WVK9g9ZjVXHvttZhU3YO/J8w2o4Fes5NATQEfjRlGxGhKiXvNssaojC1wMNKusQN/HAmm6B7eOfAO9YXDedVh5/iqbDavLOjmIvRpw6MalZSwhJnjPynimuoT6e8O8cHoq3n5lKsoiCjfYUP+UURNyoLHGNbrlC44fgo/OX4Mr3x/Bt897a9Y1Q7FIwqV6+OuN3dzzB/f5bwH1nKgRwVGgoCcr5ZFR7Xp2IBAfkLghDHauJHJqDx00UxM6rU09vAjOe3HP6ewUoMCVeM0V+qgyhjmFQ+hAehjZ8DL18EDx8CKH8MTZ0MGC+CYPx+DWi5sePop4j09KR8VATl1L0lfECv4vxXTp09n1apVg/qcAVhqa7GomRJBFDEP1/rHRfftI97ZSay1jeiBAyS8XsLbt6e0NeIgTT4PJb4URuXrGFoUV7sYO7eMHR/mduqbftwwaqYVs+iS8ax8eBv9XSFWP7s7BQ48JTbcbuXmTgphzVYzCTGMQbJiiDsYNWoUVT8bxqY3D7Dyw00kIEsTVFVVxdy5c1m9WrGpzqUZqhszhj3rlT4NVz3wRGpCDfTpKenq8QWc+v0p/PW7Wm+R3rYgbz+2HU+Zg3Uv1Kc0NgP11bG5ktVQyoTS3xVSypUFOP7yibTs8VJU5Uq1IfgiYl5tEaOKHeztDNAbHFzk1ROIcsmjG7K2V+YfvGy2atxETr/+f3h+qVKVkaSp929WqimmHn8KPc0H2Kf2zKkeP4kD25Qqp/ef+jvzlnwTk3ng/HrRsBEIgoDFMQbYihTbhz+tdFrzaLExbPI8vK2bqBw7nu3vrwGi9Hf1E/DmBjEFFVVYMioWrM7BfwO7utoMSTKSLKfKGCvHjGPxz25l90cf8uIfbmPn2tUcdeGlQzKhGijS00cv3XF7FgPlzlPOWyiSIBqKY87RLwfAYXLw4HEPcuaLZ6a23XL4LZxRdwZn1p2JL+pLAZbMGFug9dBxmBwUWAs4peYUXq5/mW+M0TQt3vYgqx7dTqdN0DUYDJkstInKKr6oyEH/cOX8zip24UxLcx5XPp5XiibxWddnXL//BXaW5G53MP64VQwPNWL5OEZEbWNQ2t2C2noHV9hGQcd2Xlxtprc9hB1two8aE8SNCjiyRJQF0LaaKZzwi+uwmgx8b4G+9QBAIMMTSpJhc1Mf1QUKgPFVWcnrzr6/ThC2cvSBd2DyUiCbUSnNG9w758Tv/4gHvnexbpvNlTtNkYpEDDozKuSiPjiwXseqVPzmNgw/uFZ50NtD9wMPkph7jrLMlzX7/ITRzLYr38RqtFLjHkkkHqHBt598Sz4ldr0ua7CQZZnw9u26bdZx4wa+N3J4zhwsli9fzpIlSygsLOTKK68ctFBGtOrPvWAwZJVTJ3r1BTTRhv1YRtfhNAl8vjaEGcfwBbzH1/FvxLzFdVl9Sw77Rg11s0oZOVW5uIuqlVVrsD+qa9A294xROBx6yq+uro5htUo65fijTwEUC/kZJ41AVH0c2ts0dfm0adM4Q+2zkewl1JymSL/66quxWCzUzVZu3FmnLdZ1XY6ppYazTx3Jid+ZxEnfmYSgerikx7Y1rXzwzz06IfBAjIpWtq2AoPaGJJuSR16RjbFzyimq+uJASjJqVZ1K70FW3I+u2cf21uwS40rP0Pw9Rs04jEsHEMc68gs47IwlCIKIaDAwbPKpODzKJPTxy8+xccWLuv0zy4mTg1kkrKSgZMmLX2VU+jraeOyGa9Q9rXQcmMjl9zzE8d+5DoNFETvHQ+tSPinpMXex4othtuuvN3ueZ9Dvak+bXEOJ7NVV9XiFMfR3d5HIURp9KLHtXX1Lh0y9isuuXG8xQcbbMXhribr8OqYUT0k9TqZH8q35DMsbNtDLyLfmc1j5YVQ4KhiTPwaAX8/7NX9b+Dcum3RZar/n/qhUTPhEGcmhAaZ6QxG9Yh6yxUD9TE9q++nDihjjsGIWBIpMRorMJo4fcTwAO3uz2TdQPDuMZg9u92QsaZNcobcTc0K5JvplB7z0AwJ7sjVQslBMQi19NsTD/GPs8Xxw7tU4VN1GrjjvsOxzs7NNu1da3SK7TBqYiasS4MVsxLDr1ZTeIhOo5EoFpUdeUTF1hx2u2xbP0UBPFx3bcm/PAC+G/Py05poGEj09xCKqAVsao5KQJWSTDdHsBLMDi72A0SVTKfGMUFIzQ/wnWJxKyXnaP8HiHPg1hwjuvV5vqto2md244YYbDuk9cpVYp4ccjyH5/anKHlFd0FgnTqRuzWqcxx5L4eWXDfYWuviaUfk/DqvDxIW3zSXki9Gxv5/qcQVZfUwc6sQdCcZTwtRv/ebwFMBJLy222+3YS+007/Ky/l9NTJo3EqvDhMEgYjZZiABdHYquxOVycdppp6U+JwlUku6LpaWlFKrCx/HzFzBy6oysVUqyK7HDY6FmqrZqOOV7k9m3uQtZklOpqqzvPgBQcagr30Cf8p361EmloOzQVw6HEh6bcp69gcEZlQ/rNV3OebOreWq9Yhdfmjf0aqFcfhAAhVXVVI4dzwW/uQNvR5xVj7YQ8WnMU+tubRBd88xjrP3XM6nH59+mlAZHw3FCfnUgkSP0tingNl2QKxiUz+9q8vHMrz8CIXns2d/95B9cz5i58wGw2PS/QUFlds+Y9LCJAgJK+WIgIaW8TJKR/n6RYADjIfpEJKN5xzYaNundr0N+nw5UW9XS5xiKR1HJ8MFX3Ok9gNJTOgeLBxY9QEJOpDxWDKKBeZV6QW5SN+QTZWSP9p3rDco9VOkKkLS+HImBaYWK5fknh0/AIioasCR4yoxFwxdxZt2ZlNq11MecqI83zG6Gd+zjjPItPCPG6MFCQLSTkAViUvZ5N8WHETcoR7GtoIynisbxg8LBFwinTi6n0GHmo4Ye/rRKKQr481t7mFLt4dhxpfSGYmy0RRkdU67PqvI4ba0mfIli6GuEvibwVGcDFfvBq/vyivRVRvPPv2jwF3gP5N4e1IufU26wQEI0ICcSxENRBBvKhS0me1Qpv2l6SfDnZQgNHg+JQZr5/jtx++2362QWy5YtY8aMGQP22vN6vVkFLga1MrcvGKJ47BiijYrRnehwIIgiCZ+PeEdHqldQ5Z13EHv3PRxHHIGxsJDqv9yjGLYOESB9zaj8B4QgCNjzzIyYVJSz2ZrZZky52Cr7a+AFwJlGv9tsNt2+STYCwGJWgE3DAYXms2ZQeundmYFUWin13q489nzcweP/8yHP37ERSZJTPXnMVmPGvmbGz6tgwvxKTJbcXiamAXrrJBkVX3eYV//2GeteVDwiPF82UFE1DAdjVLpV7cz9F87gttMnUeyy4LIaU/T2QNHZ6KO3LcDejR08efNHOXUixcOVyae0phZfT7KcUftdHG6t1DUdpACU1yoreG97EEEwIahuqWFfJ807e+lXBbCi0YHJoZQYvvUPBfgIQm6A4CospnbW3NSAK2YYU2VODpkhCELKETaYQ1gniGLKlCsSDLL2X8+w+c3XsvY7WDRu2ZS1zZ9Rhp0sT44JWluFwSLfop1r+yHQ64IgpEBKrkj/7I4JeSQqNZaq1+VSGg/mK9fYD0eU8uGCSanzX2g24lTB3kDgqdhWzBGVR1CXr7muXnBgC0tefIhf9O1i9BHHUl6ugJiwaCGSMBCRsgGIYHThU3vHdKsatariwUXmgiAwr7aIaxeO5onLNObl0r9vgEScnkCUgAgu83aK7G3UHqEweb0GNWXWqSxqrBn+Ry7LwdfUeUXaQuniO/+m063kjH6VOR53Klz4PIxTU3Nv/TrVrywZBpUNTBgNSMEgibDy+wjIKRCT7E59MOfXoYSpvBxBteIwDmDXcaixatUqzj77bO6//36WL1+e2p7s8L1o0SKWLl2a2jfJstx+++26/VetWsVPb1VS13c8+wz/ek27XwWjMVUZlNSpCDYb5qoqCi+9BOuYzyeY/5pR+S8IQRCweyz0dyp6BrvboivLnTx5Mu+88w6gAJW6w8vZ/JZayuzTVsgmswHSbEhsGfSdM0NvkAlUgv1R3nhoK7Ik09cZouuAL8WomK25QQcorFGyn1HtzBKioTgFg+hLkkClrV4v4EumwL6syLcrn/vwmn00e4PccMJYaor1xxmJJ9ivigOnVHsQRYF3fnw0kixnudGmRzgQ49nffKTblquU1pmvMS0Br/LbGSzjkWLKAC5zcMFeb6siljbbC4n4A8hSH6/e/xkVI9WSYvdsEuoKurNRraYSstkgk2sxM79xBMa0fHRXRnfd0lHZOoXMsIsiwYSkq/xJD7PdQTQUomXnNtY88xgAE49ehGgY+HxmRndTY9Y2f283JSO0FaJNBcZxQSYaOnjZ5NXTrmaPdw9LxmS7c/47kdR19RshNlx/fSVG5ZEY4aTeoJQcH1MwMOtT5tAq5uZXzuf9ZqWMPLN3EYC/s4NhLfuoPuVkOPYGCh9eD20Bek0eHomfCHJ21YgZke2jplLkB69BoQ+GFx9E96FGV6iL11seBrTS43seeYQW73AApngeZPI5v6DVqtzT3dFqcACd26FuYdb7DYWZcBZo985AIm9dJIFKXhWMWgDtW2G7mlp9/w9wtNaLRlKZvoRoINbcTDwcw4gRBO3Ykv2h0hmVzxuCwYClthY5HE4Bln83Fi5cyMKF2ef2iiuuyPJJS+6bq8Al13OhLYphpmC1KmkeQUil8UTTv38+vmZU/ktCx6Dk6y/ciRO1lYPNZqOoykXdLGXFlEyfAFQX6yeVTEbFarXqwEthRnqiaUcPcprHSNPOXmJJRmUAYSLoUzx5RTZOvXoq884aeILL1OwAjJxSxLDxX8zKYqAYX64Nwq9vbefCh9Zn7dPQFSQhybisRkpU0yiHxYjLOvjNeDBNBMCEo88lEZeQ1Am9v1tBlQbTSCrHKnqJ/s4Otry9kqd+MXBJYW+b8lkOj7LClBNeAt3r2f6+InCOhrPZAYMhewIyGIexb7MeLE5aoDAx+eWVnP/rPx6UUQFNpzIQUEmmfzr2a32+Nr/5OlveXsnTv7yelfffc9DP8LZrgnR3iXrte/UyvuQqPQZD6s5d6ijl6VOe5oy6Mw6676FE8p7sTFsnjN+clm5Qz5cJmWl5gzM5y05dxll1Z/GbI37DtdOvpcRewjHDjsnar+vAfgAK1EqZadUeAFYXzuNu6bys/X2Ccp/b/aq3kmggP+FjxvCDuwJ3BDu4+LWLeW7fYyBqK6M/7KmgNxhDRKI8z4Yw7lSKKhWg5o84iEh26NGugWT6x3YQd+lkmNPSiAcTeQNKaTJAnlKxhD1tfNn0tG7XtnlHAopGJbJ3L7GgAjbT4VNE1f18EYwKqD10bLYBK/T+k8I8YgTGwkKMhYWIJpNew/IFAJWvGZX/kki3ic/PaNSWn68NHjE1J+gqSOo8NEFZYVER5l2FRK0KJV5crFeiC4LA5MmTWbduHZDtENx1QO+/0dMcSDEqA6V3QA9UcoGQzMjsjjt+fgVHnz/m36oIGUocPkoPzJq92T1gdncoDERtydDapCfD151tgIVgATmCYCjG5DiB/t4aHv7JakqGuzj9uun40ky+hk85guYdm9i/+ZNUhVAyZp56JtUTtDL2JFBxl5bR0wTxyCadN0pSn5IMk8XAebd9g/u/+6+sQ8zsdDvuiKPJKymldMQoTNaD/5ZAqkR5QKCiCnTb67XKgzcf+mvq7+Yd2zj20qsGZVh83YpA/Ju/vYuNrzxPX0c7YZ/ee8duVjvUCvKAHXy/7JBlmY9eVlKZsUplMDdHJObsjrCjNISUZgJZ4evFoF5jsiSx5tnHcXjymXbCqal9xhaM5ebDbwbg0kmXcumkS7M+M9jnTbkFF1UrjMaCsSXc9aaiIbGqXQtjyKyxxjlgTDA3bMIVN2BX3T4igkw5fTk75WbGyv0rU92lHTV/wtF2DB1+LQ10oriOkglHgsGI2aY41kaCcYJSPpaQBi4fvGgmv3xhK784dXzmR+SMqnETya+owlNSmjKCGzS61estXzknSGnXRH8zRINgVsbacG0dtDeTMBogHifa2w84UjrWWCJGXH19ro7FX/UwOJ0Y0sBhelWQcAjM6EDxnw/Vvg5AS4cA5JfraVqDwZBqLTBs2DB1f+WxP81Dw55nJr0rwxFHHJH1OemtDooyumgm0zfJz9/1UXvKDn8wRsWWBlTcRQevjMl0mzWZDV86SAEwGkSevHzgigaAPR3KhJ/edflgIcuylmJJC7PzTETTaMyO0xANxXQ2+oiFEzTv9CLLMv4eDdx89Eprzvd2FhRy1DcvoWaaZi/f0ZisklKFrrIeYAqiHqh4Su04CwqxpgmlzS6lyidZeaW9VqRq7IQhgxQYAqOi2oK37BygCgPwZ5Q/JiMaDvHwtVekvDNchUWp75HZ/NGl6qjCg2hU7t7fzskf78IX/2IcNTNj63vNqc7g70rK72uV4dQTi8n7uAXLR1rDyCNWPsujP/ousizzyt1/YN1zz/LWI/fpOnEPJdarnjeesnKsDuW6nVrtYYlxO8OD+7GpLGlYgI+scdqMMm12/fmJCpBvHsQTo2M73D0TNv6Drk8VM8k6owvR1Ie1egWIGqO4wPCpBg4Ai6oNC0l5kObXMmtEASt+MJ85Q/AnAjCazVz8x79yxo03D7zT/g/hue/AthehRRVfl6hAaOwpSjsCgEQU9n+gHaM68QZVcXbMq/oRqeNSOKH8JhaDJctc7f/LSB+vvwYq//+EjlEpz84nX3311Vx++eWUliq0d5JSbd7Vm0oleErtyIIGVJJpHn+v0qX5L995C+9+iRNOOIEFCxZkMSqxqDJ4J0uDZUlO4Z7BNCqFldqknlc8tBLeZOpKef3grotfZBw2cvBBcXcKqAxdL7P1/RY+eSNbQyEayzE7T0HIkXbx9YRTwBBAEHKfg4I00yuAtx/bjl9lYqrGjcja3+Q8G0EQ9L9JoWJ/f9yVV1NWuwCL52pEo6J/iATiSjOnxf1vAAB47ElEQVRIfwx/76FNkMmwDyKmBT1lP1B421pyanoaPv2Y3laFwhcNBmyuvFRlWiiDUSl3K+CqT5RZ3tzFRw3Z4Oe2+lY+7g/yTFtuYDSU+MXuZuav287LHV5dSbYsy6xXe3j5BJkeFb87RZGCggjntCznBt/7tC2Yyk/+9nMqOprobmpU2hikGeK998QjQz6WeDTKJ6+9BMC0E76he25+scQ32ldwCwqTFk4bGxaMzk5fVHoGofAfOwO6d/PBGz/hwaiij5vfrYDrXiLYqh9L7TpWOABu7bpNLmR8iRI27a/L6gV2KCGI4sCLmv4WeOQE2PQUPHshb9htbLNYQHX2xV4AP9wOY05SHvdp96xVBSphdcyM+VW2VZ1Bk2kfi/H/PzblYPFFLDK/Bir/LZH2W1eqzQvTw+l0UlmpmVCV17oVSjUQp6tJmVzzyxw4fCMQE2ZOPunk1L47PmwlqObN175Qz5w5czjqqKOyPiNp4Z/pYSIIYLIOzKgUD9Mm9WRK6mAxf0kdR18whvlL6hgzp/zgL/iCwiAKXHqEVvY55Vdv8OxHShmjLMu8t0tJMdQeAqOyJq13k81lYuzcMspHuRk5pYiTrprE6ddNy3pNR4N+ks1M1ySjXLWdlySZdS/Ws22NMjmYbUaKqvWmZLb8RRhM1YyYVMic0zWRaZJ9q5s1l5HTT0MQ1AlJveb83jD/+PkHPP6LtSlX4UOJgzEq1oMZcwHLbv0Zy2/7edb2TO8VQRCwqdVrmYxKmQpUJAFWePs56+/rWdHpTT3vT2NREp/TZTQmydzf1MnuYITLtjZw/a4DKcfSeFQipJYll501HNTqvHEFDrztbbjjPkaWerLeM9Ol+NPXX2Hdc88iJQ7O+qx84J7UfpVjFeZAlmUObO/B5lTuK2+hYkXfa1CO84oja5g0ZZTuffaaEpQXo5ikffgXhUFJD18rEnBluaZZGhGN4FY/22jfh6VkBaaC1dxX6ifh1q7NpBP1e/2Xs7rpBJ6/U5/a/ELC3wF/np56+J7Nyo9Ki/lmRTmykDYNCgLY1XstoFWN2azKPRI1qaJaWT91RhOq4eYXpE/5bw/hc9oMDBRfA5X/kqibWYrZamDSgqpB0yzJEA0iHlXL4lNTCA6PGYfRQ2HnHIaXjkntm66F6O8MDbiiSTIqNpeZCUdqA43DY0EcJHddNSafaccN48hzRw+5iaDNaWbC/EomL6ge9L2/jLhukVZC1xeKcf0/Ff+RZzccwKeKMOtKhw5U0hmwi34zj2MvGs+ZP5nBSVdNZuSUYirH5HPMt8bpXrPpTWU1VzU2n6qx+QiCSFmtMtCKJu23KxulHOv2NS1sWNGQ2n7ClRNxePIxprnYxmMORFHg2G+PJy8tBaekBJWYcmw15aPcHHfZBDwlyvXz+P+sJRZOkIhJdOw/9J5LdlUMGBhgYh0zR/MYmX3aYg4/54KczeQat2ymc/8+EnHt+vSnCWZrZyuGX0lGJezXAxWL0UC+1YQMJEqtRI8s45ItDTzZokxI9SHtPogcQmPK9GiN6IHcsrZe/nZAAbdJDyTJILAiGiSuWsaPLXDQo1YtecoVYWd6q4X2+j1Zn7P66X+w5e2VBz2ebe+9lfrbrVrKb32/hRfv+pTGnQpQadmtgFtHZD9jS+xccWQNY+u0iqJNphAxAQSxB55cAq//FJ4+X/sQlenakyGaLEwkqEkDkubC97CWvsw7Tjv7rdr9kwQqUbXyqLvJTzDD8frfjtbNSmM/IAE86FGukRgSe70ZrqwONeWd5qfiVNOTMYOIsaQESVSOWVDHphRQMXwNVACMRUUY8gswVVYefOchxNdA5b8kXAVWLrvzSOafU3fwndVIVgclUwGCIFA5RhHe7t+irRbSe/EArH0+t51yMhVhshgYOUXTrzjzB9crCKLA4WfWMunowc3B/lPCkcPfxR+Js7NNYaZqS5xU5R+6p8tR54/BYMp9y2UyTcneRkVVzlRZduX4c7jgN3/GYNbYkGQjv7aMnkv5pQ4EQcCRZtQkGkooG+XG6jDhShMspx+Tw2PhzJ/MoG5mKdVjsys8vgxGpXrCZE659gbOuulXzD//28w96zyufvRZrvzbP7JcN/9x/dX86YIzWPPs40hSQueVsvCy7wIaUOlrb8tiHcqcFuKj84hN1RiqB5oUILE/pH23jujnSz80hbNfd8teJTX1XHsvG0ZZeG22g/ds2rmY7LLR0aBUuyTLqcfNX0DtLMUNumOfcj9Wj5/EGTf+MvW6rgP76etoS+lzDhYW1cV6y3tKWW6wX8Ts+iZGi1JRVhrZzavXHU2R04InLdUcVxm2f/jWktiruv+mVecQVj7/E6v+Gi5KJDAMgPf8CU2onsv48ZM//C7Ly+TfigNrU3/+ocDDJ2kaq2RZdyrs6ti27m/w4CJo20Kequ0xxqLYZs0iYlZAZrIgJ2n29jVQUUIQRcyVFRjSndO3vwSv/fRz/a5fA5X/ohAE4ZDyfUkAka4tqBqr6E7SV8aBDMFkMlWUGelARVcuPcR0zn9LCILAD46to8KtDWYf7++l06+cp3NnDdYXNTuS3a6LB/GBqRydz8SjslcfwycWplJt21Z38PydjSCkGfypFvaRDBbM5lIG/5IRGoUviM6UaV662Z5oyH1NpbNmyfg8OpWDARWAMXPnM2LqjLRjFXHmF7Dgostz7r/2n0+z5e2VKaCy4KLLsaneGWWjRmNz5eHv7Un1TEpGmcdKYqT+d9gVVL6TN63pY2c092AqyzIru/roHuD55khuINcTi/OT1jZeneng42H6yWxkwJsqH07/vdylCqvRukdJ/dg9+dRMm5UCZE07tvLoj7/H4zddRzQ0ePn78MnTUmNHPE37JBq1VE15bWFqn/RxJok1IpZ2PrRZky9U/o9H4e+K9mVjBlCpi8b4bp/WANUgaNecL6qNP8lrNT06vB7w5RaQH3IEuuC93wMgFdXxuFufany94XX9/o60IoKm9bDix7idyoQryDJvJeYTNymPlWbQ0hdq9vaVjWe+CWv/AhsfPeSXfg1UvsKRYlTSKn+cHmVbemfi9O66oDQBTI/ORh/P/XFjinkxWUQcHm1Qyiwn/irEdYtG88FNx3LWdIUFendnJx39yoRWcpAGaZkR9innLdeAnAxBFDjqvDE6EbGS9inQxMuy0n1aNFZhtB2D2XUu3rYgvW0B9m3S234nHY4XXHwFzoJhGG2K5ii96mraccPIL7Mz5rAyckVhpZOzbpiB0WJIpRv7c5VZHyTyVCO8vs9RSePMH9g757O33qCvQ3HbdRVrE67Jak31EEo+n4ze8uzfLiErAMQb046vLZKbUXmgqZMLP9vH97btz/l8q/o6gwBb5k2kRC2Jfrcnd8rsKLuF7veU7rVV4yfiKtQmyZLheot8u2rAmOwK3NlQTzwSwdfdyfbV7+j2laSErg/UKT/QrMqDOVgxs03gjOt/kPMY+wwSgsGPYOynxWgkLAhIUhxiIdj0JPH2z3jDbuNtu3ZtndXvxwTMclSx/oL1PHbiY3xw3gfMKlOq09KBSvpYkoyOeC0JX2fW9s8VrZ+m/tw9S7PVv3We4q66vWc73v7+VEfkFKOSjPZtOM0mIgblt+yNqYBLlhAMYgqkiII4qCPxVyokCXr3K32RElFiksR2f2jA+0YXq351yB/3NVD5CkcuRsWqTpZBdfKUEpLOFA4g5IvpKP5X/rqZlt1acztZVvLKs08dyejDSv9rUjqfJ46boEwKj6/bT32Xsjosdg6dQYpFEsTVAXCg3kbpUT1Om5hLhisr/8zWAYIgYLRORTRW8PSt63ny5nW6541m7bZ2FRSx+H+WYrTOUB9rE/XhZ9Zy/s1zUhqBXFE20s2Vdx3FsRcpGprGLd2pKrKhRolZef+BWIrBwjiIK6fN6aKvXVl1e0r1gmu7mvJKT4v8rbGDtfbcuYi2aEwHpPaFcmsk/rRfAT7v9CoTbVySdUxRp5oyuqq6hCKzkbEO5Xy/kwuoRBPcYo+xccULAIyZe6Tu6eI0V10Ah0e5NvLSQFkykowMKKaAD3z/Up695SZAqYZKpn1ikQQx1fto7pkae1NYkYcp41wvvGICn5rjbDInsBu7EQR4y27j8OFV3JnvgfuPhnd+yzN5Tn5UWkxIzYM83dzGz7rVqqnhh2Mz2phaMhW7yY7TpIDu/qiWqnSmARWn2IVZCBCXrWxe/fkrr1IRDcDjZyl/2wrYp5peTimewum1p1NlGYYzlM9TP9/Air8pXcoZMQ9qF8HRP1UeR/qwx3xEjQpbIovKbyzICQRR1PX4+d+wUfi8sXHjRm644QYEQWDGjBnU1yvpu+S2s88+m40bN+r2nzFjRs73WXr7r1n6xzs4++Kr8bY30R1LEJVk2ocCVCL9Cgs3QBVgrvj/BP79/xnJlIzOS8Wl3GxJILJ9TavObdZVYMXXE6ZpZy91M5MOn/pB+/k7PmHhxeOZdXLupmhfpThufCn5dhO9wRidPuU8FLuGDlSS59lgFAc1xUvGqGnFfPxaA30dIUpHKCtoQ5oAubDKSc2UIj5Sy1wzw1Vo5fAz9a6/hRVOjji7jv1buhg+aWieFJkxfEIhJouBQF+U3vYghYO0QMiMJKvweXQf1eMm4SwoxN/bw8gp05m35EIev+laQHGjDQeUNKWnRM8K2d0eZOB5wcZzOxoJSzL/bE9zqo1JqaobgJ/sbKLcogG2jmgcXzyBK60tQigh0ZPGukiyzPmb97LNH+bt2WMoNpvoUsFYsfqdRzusvNfrz2ZUYhIlb+/inT6tT0rSUTcZhVXVuEtKU6zQiMlKdVguoJIs0QZ4+a7f4e/uSpm82fPcqQk02QzRaBKZfHQVH/5L0b/k0k6NmV7KymeV36xa7qUZWKOyJo968vjRPqVP1Cvl2nGXxONMiEZh7vfBZIcjf6x7T5dZAd+61E9aGnmM7W1kBDYGFtPRfOh6qKw4kOYuPXI++32KaHl43nACfRFOWv0DxLgRCWjc2k04EMPqsME31d42Hz0IgQ7svhZkzEAQSQUqBikOgpAyejOJ/74D65cZ06dPZ/r06Xi9XjZs2JBqQLhkyRJGjRqls9Ffvnw5NTU1OuCSjFWrVnH9NVeAr5Wlf32UY086nRXrtBRrXJIxZhZAJDLu/X3v6nxqDhZfA5WvcLhURiXgjSAlJESDSFyt3ImFE8RjCda9VK97TUGFHV9PmF3r26mbWTqgMdaH/9ozYMrgqxSCIFDutqUaFZoMAlX5Q/OCAQj5tbTPUFZbZpuRc38+m/7uMAVp1UJHnjuaj1/bz6KLx1NY6RwQqCz52SwsOTrNTjm2minHHpq2Jj0MJiXd520PZomvDxbFKqPS8TkYFZPVymV3P4goGlJW4hf85k6e+Ol19LYqolBnfkGWAZ3Dnc++YaP5Z0kttOpX5gX7A/R6TMhpE+RWXwhTXM+27AtFmOxS2KzWSJRpH+gN6epDEd7rVYDSpVsaqLKaea7DC0CRSRlaR9oUUNuWCdJMIgXBHp0YOBOAiKKBRVdczav3/JHiETWUjFQYEJM5Gygnz0Vva3NWOXNeGohLVtPY3WaMOp3S4OR6rXiA5oxtMcAEJMwOQK2Gi8Vh9Imw6FZNaZp+LGZFH+KPaTq4d3pXAgooLzV/hqRW/+zZY+XwnvCQ3KxzRjwCj52uPZ55CfVNrwIwIm8E21a3IMb1U2Dr3j5GTk5L/XiGKUCl/wCGhLKvySlT2rIBQ2IaSHIKqBgEA8HYwVtlfNFhM9oOicn53e9+x8iRI7n//vu54ooreOaZZ7J6+ixevDjnazdu3Mjtt9/O9Zedrex38kJuuO3P7Kvfi61SMRsNSRKuTNO7aCDzrbReS0OIr4HKVzhseWZEUUCSZAJ9UVwFVlY+rA22zbu8OlMxgJLheTRu7aFhcxfejiA717Zlvi0A7pIvt5Pxf1IUuyyg6vomVLizOrsOFslJfShpn2QYzQYdSAGYdHTVkFJsQyld/7yRTBEdqiFXkl3ojMaQZfmQ6XGDUX/u7Hn6ZpnDp0wnMywOJ1352cxDnd3Cj3okfmCJEEl7m9ZojNYMMFEfVICKLMs829pLZryXxpKs7wuwPk04mgRnFRb9sZtiCWImA8adfbhj+kotd0k28B8+aSrfue+xrO2Z0d/VSSwawduWLUCV0yqf+tTGpnkZDtEDCapvPX0ir21p5cfxet7NeO6AyUhNLI5ktkFcORcjp34b5vxswOPMxais6/yQ/jIb1pgT0boDR3hY6rl3//4Jp1w7J6v6a9Bo/hjW/g3GnKhtm3oB8RFH8OH6XwAwqXgSwa3ZjE26G7RywMpvYg92YI0YwQDF45yM/GAFCaYhIxOXFaASl+Ic9uTgztZfRqw7f90hdff2eDw88MADXH755Xi9Xq688sohv3b69Ok88MADCggEvP3K7+j05JO8ynpicR0TCcDW57LfrK9pyJ/7tUblKxyiKKSEav5ehVXpadUG0y3vNhOP6vOEez7uSLnH1n/SScNmvUgzGfLnNMT6b4z0VM/kquw29x8+v5d3n9qJlMN7I1nxY3N9sdUAZ10/gynHVqdEs8n4MnPkSbB1qIxKkQpUwhl6js8bFoc+7VQzfVbWPmWj6uh1Z6e55ue7yCu24dmtDLDzLNYsMFGosiF71cZzl29t4PZ9GgCYprIsq3tzV8eB9p3LLfrfffGry6l+ezOG/X4KoxrTc9LVP9Z1qT5YJK3wa2fNVfQnskxfWysNm7PN0qadqPUG8rYrK35PxkJjIKBy4ZzhPHHZHEZc8Bguo/41zUb1dzVpoCffru8flhlFNoWtaOhrSG3b3rOdNSP/xZuj/4H/9LtwHXVh6rm2XR2KwdyhxEPHwWfPwvKLtW1H/oSP2z+mN9KLx+LBtrOCLe9mr+i3fHiA+k87ScTV61StAJJ9XTjCyveVbRIFl16CYDJhzMsjISlT9H+Tdf7ixYuZOXMmK1euTKWADuW1qJ2in3nxDRbOPwyHU7s2vLEE4fT7XJaVap9kHKuAxUMBKl8zKl/xcBZY8PWE8feGs0pLW/d4U3/Xzihmz8edqYZ2AD2tAfze3KLCQ52s/psjHahkpn0CfRE2vqYIGc1WI3PPGMWOta0IgsCYw8oIJSt+DoFRGUqU1bhT/955YgeRYByL/cu9nZNAJXSIv709LQUQlCQc/HsDutmm/w2qxk7I2sddUoowfmrW9htrytm5O0bhpwm8b7UyfVQZwhQXLWkiwMPcDlZ09aUM4F7u1PrP/GlsNe/3+vnEF2RdXw46W42k3iUdBLl8XsratxMwTEcwQmFUS/sk/XCGGuf88nY2rXqNuWedy/O/v5W2Pbto3Lo5JcytmTGbkVNnUlBRpWtYmezinTSDzC930NsaYMzsg6RxXaU8c+py9vv28/SOp3m36V3ajQY45U90734gtdtRVdmO1ukxo1QRZ27q3MTW7q3c+N6NqQaGAH2FI7EaPZiFAFHZgcfYAm/8DA7/ftZ7xaU417x1DfnWfG474jbtCSkjxTj7SigYycq1TwBwbPWxrH4s20QPoGd/iFf/9hmjphVzwpWTwKGwcl1vLscgKccQSUTIX7wY7759CEYj8YjyeU6Tk3Xnr8v5vl9m2IxDT0Wnx/Tp01m6dCmrVq1i4cKFQ3+hJIEUx9vnY/mKt1m/4nHaZD3QDUsS1mQ6MfP3SLZP8LUw1PgaqHzFQ6n86cPfE9FWCWoknTIhmwoG2LWujSRxUj0unwPbNfr7UCer/+aoTjN3q/Doz1O6H83G1/czenYpbz6q2ItXjclPlYEfSurnUKJ2Rgm1M0po2ePFPcQ+Sp83bGrqJ1NcfbAQBAGbKBKSpC+EUclkjexuT879+kwWiEnUNNcTrhnDc9NqyTMacHgsFCdE6mNxGvpCuEQ9SzY/36kAlWAky0p/lN3KbpVp6Y4p98/0YC8/mzuDm3a3pDxZ8lVWJsmsAJzy5jL8goOg0Y4oJyiMKYyKIIo4Cw5N5Fw8fCQLL71K+azyStr27GLbe29r5yTPzdTjTko93repk22rW2jdq4CufLWS7MwfT6enJUB5bTZTmBnVedVU51XzdqPyOe0LbiQ+9UJ8W+8A4O5j7mZMwZjB3oIadw3ljnJaA62c+/K5Wc/3R/sRCms4Jf/b/KvndkKSdlwv7n0Rk2jixJFKSmdD+4aUWdvNh988sJi1bCLBWJAV9SsAGL9nAZ0MXirf3qCm5RwKQ+RLFCNIKlDP8KxJpn5MoumQUjD/l7F8+XKWLFlCYWEhV155JXv35jb5zBkqm3LDb/7Mypf+hbHARRwRgwBWg0ggLtEciWESBGVJksgYL2xqZWMoO506UHyd+vmKh+alEh5UW2DPyxbopY/RM04aQWGlI7VqD/tjqQqCr3pMG+ZJ/V3u1gv7ug7oqzl2pGl6Hr1xTeoc2ZxfrhFURa1H17jyy4gk2NrybnOWtgmUnlGb385N5yZN30KHUJI4lDAYB15rdSWUC3jBey/y/vgKDPuUnktj5pRRnFDAzr6+kGKkkhaTVNOu+lCEnph+NTjZZdNVBwF4PvmA4R0HCOf4bqIg8ExdKWet+AdVbfvZZ1e6Bo8QvJjUCa5kxKicAtmhRl6Rsupvr9d6Ss046TTdPivu/YyGz7pTi5Ok27HVYaKiznNIKcNSh1Ll0xbqpC+isU1HVGZ3Y88MQRD47tTvZm0f6VYqCPsj/QSdpdhFZRILJPKRjXb29+/nZ6t/xvXvXU8gpjBZO3s00bA/qqbhcl1fE8/i1rW34ov58Fg8mLqVtFndrFLGzFGYpLKJek1YOLmIU1M/QcmDmAQqAT2TFledVv9bPFS8Xi/19fVMnz6d66+/HlBKlIcciShL//ooN1x9OTV1Y+j0hen3enEaDZiTpoKSzB4V0Cf1LKmwK47X7f6hjwVfA5WveGheKpEBgYqzwHpQEWbp8DzOvmkWFy89IgV+trw79Bzjf3OMLtWcTEcV6/URmeK7T1fquyS3q9b2g5m9/bfEiLRqiO5mvT6jpzXAm3/fzvvP7OLZ33zEst9uoGmntmKyqRqIUOKL1TZl6lWSEUxI+FXNkCPk4/7vXswzv7qRA9s+w2AQOflkpYKmKRRhZEYqqjCgDKB98QS7Atrve2S+E4sopnxhkuEM9NO2eycnFCmr/xE2PSgdFw9R07gLgO2usQAcNcyR0tbUzZ576F88LTKrheYtuZCiYSNSj+UM7ZQtz6zr73SoUe5QPGvebHyT1c2rlWMw5w15oj655mQKrRqD5DK5mFKs2Pgv37Wcw5Ydxb8WKcZsCSxERQ/vN2k2981+RVuypnlNalvKlyWQZhLnroYfbqcrEWLFPoVNue2I24gEFJA9dm4ZCy4cyzdvncO0I/Q6jXgkQSIhgUcBliHJjZhQxr30rtySLJGQVcfu//Dy5GTcfvvtKYACsGzZMpYuXZryVckMr9ere7x82TKmTxxHzahReH1+/vniq+R5PJgFAUMuwJtIW9CecmeKUXkpOHXIx/w1UPmKRy5G5egL9PTsvLNGDapvEASlEsVgFDEYRcbNUxqn9WU42H7VIikYNogCa248hrd+dBQeu36AT5rl5ZflpnyTmp8vm1H534iCcgeVoz2AVj2SjB0famLTzkYfHQ39vJDWBdcmJm30D92ddrCwDdB5OWm8ZozHMEcjSOqq98BWpcHkuGFuRBnCssyRYSNFfcrzo1qjxLwRqqzKpPN6l1aZ8/BEZdWfL+gnfnsowLuPP8zVhTZuqa1g+VS9j42/VwFsfUYX3eZCRDnBiWM8nPaTn/PN2//ErG+c9W+dg0ygMnnhCbrH/d3636pqTHYPp0OJBdULcFvc+KI+fr5G6WjtsXiG/HqTaGLFmSsosSnHfVT1Uamy5e09Str0joanMVnVZpZBkVfqX069vsXfQn+0n3Vtmh4kVUWULHl1lcN1WyCvgv39+5FkiSpnFUdWHZlKx9qcZgwGEXexPSdwiwTiUDEVgJDkwaAClVgoyGfbFQ+ZZGmyKIiIwn/2dLpq1SrOPvts7r//fpYvX57avmHDBgAWLVrE0qVLU/smWZbbb789tX/97p2cfeGlLDrvKoSiOvKLy/nNLbcDYBLAmAuoJFmuqz6AmZeALZ8QFjoZ2HU6M/47uKqv43NH0oPA1xtJdfq0Oc1MPKqSLe824ymzUzujVLf6zYxM7YO7SHnPYN9XN/Xz+gNb2L+1m5JhLuYtrqNyWO4+PQHVl6KizqMTImeG9SvAqICiZWre5cXbHiQRkzCYRGRZpnFrd879927sYNT0Emyp1M8Xw6gc/a3LWPPsE5xw1bU5n09a2TuCPtKHTpNVuZbzi+0USgKdBpl3V+7jqtYYPU6RvKCEryDMN2rz+euBDu5XGxYe5nbgVEsuHWE99V/aqYgC1/79fq647sasY9mzYR8AzTZl1V4S6aS8fCSiaKC0pjZr/0ONggqtbH3BRZdnlW93N+uPV+cT8jnCaXbyizm/4Efvah2ePVbPIb2H3WTnn9/4J0/tfIpvjPoGb+5/M8dOcQiLrIseybbOD1PL6mZ/M26LG0nWUgcpRqVf+S1ieeX85sNfMcw1jHKnwgCV2EuQZZlQINsyoGREHuKUXnY076WuawYCApFgTAEwJ/2B4BPdCLI2Xb775iqOP+mklH2+UTT+R7vSAixcuDCnaPaKK67Qmb2l75vpr1JTUYjcrJrAOcvAVcbOPi9hwIJENK2fk1GKEwjEkJO/U1KbYnXTRDkw9PP1nw0Bv45/O5KMSqg/mkpDWJ1Gjjx3NKd8fwpLfqrQz5ZBUj+ZWpSknuWrqlGRJZk9H3cQCydo3uXlX7//eMB9k8LSijrPoO/5RVf9/F9FsnR9w4oGHvzx+zRs7uLtx3dkTYbJeO3+LciynKr8CX0BYlqAGSefzvcfeZqy2tHIsszd+9tZ1a2xH39vVsrqPX16s7ewT9nHmW8lT1IGymaVcSjwSxgl8PVE+E51MdY0d81haekcq1+j/m+uLsQcV+6DXWtXp7Y3bdvCno/WEvD20rZnH3HBQEOB0oagOtQ0oAD480ReUTFn3fQrjjj3W0zKYFMgO003bMLQV7IDRV2+vot7kfXQwY/H6uGqKVdR6axkSsmUrOdDZuU81/efzcS2+antrze8zrde/ZZu3yRQifU3scNsYpXdzvJdy7nj4zto9iksS7G9mFgkgaQa+6UDFVEUqDzOxFt1jxGxK+crqecJT/g2LYlpCBkTayAu4Y16lfcyfPX6neWMdL2JzUMCCKuaLqsc16V+8oN+AoEAsSQfYlOZPEGgnUO7Xr5mVL7ikavaxOYyIwgCwydqeeLBUj8lI/T0ul119PyqMiqZWp5kr57U42iC3RvayS9zpMqPM4HKN66Zyot//jT1+KuQ+gEor9FW6/FIglf+ujn1eP6S0QT7I3z8qr5hX9gfSzEq/Z+jMeFAIaq+FWu8fm6rV1JP+4+azMWf7eMt1YxtQmkRrsJiyuvGsGvtasJ+ZRIyGEU8RiMQxScqE1dRtZOuA35a93g5ymTkmxWFPNikAJ7Zbk1saejvBZRUn9NuxzFiFB0NezHb7MRjMdr37uaZX2nMyg5HHStHaCvWBbUeHQvyRcSIqTN03afTI70b+owThud0Lj7UKLHr003D84b/W+83vmB81raoHE1NUFNaFsDkHjZ3beaTjmyvmGTq566mN/h7ZTnENa3Ye03vAVBsK07ZKhhNoq6DOEC1Symb9QlerLhSQKX+006icROSxc+amknMq/+MOAKiAJF4BIxQ8P/ae/P4Nuo7//81o1uybFk+YidxEsuEHOQAyQ43AWIXWigtxcZtobR0G7stv277pSUi9GChLandPbrbY7HT7d0twS5sgdKCBZSrB3bEkQsSrCTOZceXbMu6NfP7YzSj25Ydy5ac9/Px0CPSzGdmPlZGM695n5pzF39ZiXcMkKkARViIBcMxW/nLAIUG3mAIAAM5H4TC64QmbylYBuCjgpqDkANyDaBQY9AfwGlfAENFNUD62clkUVnsMAyD4opIwKFcwSYUewJiK5quWG+MufFu/WRsTIsoVLyTAYQCHFyjvkVlXUn2t0QXc9v73HG8+Kt38ftWwdJSubkYeYVq1Fursf6qpbjuU2tRsd6IK24TzPp6ozrjNU7mi7IUaawrLjJi03XLk6a5733uOJRh68RX3zuRkPJ7rvR5Iv9fH7G/L4kUALhs/Xo0/eTnWL5OqLXyzgt/Rigo3IAMYVeOi+HByhlcWb8aYICR05Pod4zhyyuXoEqjgpJhsLUw4vrzOCNu0s16DW69/0EAgN/jxu577saBVyJuDA4Mukpjze2f/+o/z5ubgON4nAq7dT/2NTMu+2jVNFukh04RmyUj1keZLQqZAv/zgf+JWebURzLoRrUDuCWQ+jsb840Bfjd+6TqSsM5+VnBVFGuKpd92MlfsxSUXY1PxJngUwvlz/JRwJxW/P0WhA0eWCAJTDh48eCmQdlFaVPyTwIgDGDwUWSbWRJELVnWxkacu5AHjHob67AFcpGZhdEd+gyGweGrJB8DzPGq730P9a2/ireGZfV8kVM4Dbn+gRip/XrHeKMWqRKNUR54ujEt1+NAXNmLLhyvx6V1XJggbtU4BebjB3vH9w/jlztfx8x2vJa3MmoskEyqON4VYhckxH3ri+uxc1SCYwZdU5uO6O9difTjY+OJtFbj96zVo/OaWpN95LiJL0RPm6kahYJm+KPEC9LbtBE67I9/p0Cx6/kzFsahOx29NxMYJ3bFUsBqqtJEb68FXXgQArCoXxIeL5dH0g61YvqYQ5VWCEJsY9aJEqcBLW9Zg7xXrsUITSR+eHBvFZx7/Ib565hA26rXQRblx3GNO7HvhOemzR5Yo3Nh5PBfOHh+Hzx2EUiPHksrkgcezpVAlmPLvWHcHtlZMXegtHbaUb0HDhQ0o0wkpwweXvg59oeCW0wZ0sBz4c+I2HuEJ/6jzKPDy96bc/7UV10qxVMn6BzEMgw9XfRgDeYJFcN+Tg3j+fw7gSLfQFLJAdRy+qOrBYkVaOSvPqaq0aeOPWOJ4LoQBXwAn5AaEwALhWJSJsCu3ICgKEw7sxBmwUQ8jflaB1qX1+MNZJwb8Qdze/eKMp0JC5TyAYRjU31+NqxpWSzeUeFgZi/ILCqA3qmG5cRVUWgVqbqqUYlzi9ycW//pT2z5p+WKpVptMqDy3ez86W3rwC+vrMcuNS3VJrQgAwLAMSir0U8b/5CKsPPZGW3PTKknMpmogdzqqj058bZKZcsjlwbd7T2MsvJ+jnsT/r816DU5s3QydTLigKjURsT0xLIjOy7YKT8ehfKD7D4+D5zjkhVtOiG5NJctKfXtEJkdHUDIygKvC3jwmSfM9EZcs1vJw06bytP/OueDwG8JNdvnawmkbD86UJz7yBB67+THcvyUxgHi2fOvyb0mWlVP8MZRvE6wZRvdyLAuEYAxy2HT6OqwbEFK6b3YJsVFPOZ6C443Upfarl1Rj8k2l1MxTLNsQT+3KWpw0vCt9PtI9INWTWsWdAAMefpnwe+bC7g2lbHG4dRPgIm7ayYAP/b4ARmR6DCoLAVYGnufhC38HWi7qN8jF3gfEq8UvTg3hgrMnoeBm7v5dXFdQIiUFJZppu+fe+lUzuCCftOV7PBPxzbsg3OCnq8/Q7xiDSitHYZluynELyYlDQgDmmkvLoFDJsP8VIRhPDEYW0RUocd2da+d9fguN3qjG2NlIyqtYPAyIdOyOJ7oi7blaVK7rFgp9BTgeD69eJqUiR/OvayqgiLJcmCyRfkCuUeH/t6JEOAfPutx4/fHfoGSVCdoCwUqQLP7K4/LjbdsJjJwRhI6uMJLmm1dUDNdwbF8shfYG+NSR2IXPXVWJr9TNrFT+uTA+7MGBcD+bVRvPLdMnGcWaYql3z1zvFwA8QQ9OaiIWsv2u2/DIYS/eGvsoAGBNaBBX+U8B4fZC/1OU2Gfo/i3345neZ/Dg5Q/ir/8R6e2TrGCheOzbrvoQXpt4EjWuWiiGI+f2uvpv45meH2CPTIjHCXFBAApo5clLE+Q8wcg1ftLnBSD8tp3yfJQxMvh5HjwvlK9QIiqOL06IMGGld7B/AJ881DOrqZBFhZBgGCYtkQIAl9+a6Ov2TBOnMtg3gSe+vxdPfN8Ov3duzf9zBRfi8H7PWQDAuivLUXNzJVZuKBLicqIMCayMwV2PXIEyU/KYjcVM3WcvQp5RBW2+EpWbi2OCsmUKFjds34DrPrU25vtqXRbpJTN8jhYVkbfDbp7RJAG6FepYwcyyMnzwnnsBACOnhEKFS8IBzl6ZGkFGhvGhs5LQfvcfsV3D/d4g/u/f38TePx/H6cPCDU9niIiQW/7fzpgOv/ripWCV68GUClabuvVL8I2b1yNPNX/PhoPHJ8BxPLT5SqkCay6gVWiluip2T8Ri2+u9HMOeS6TPZce/hCf7f4W7TwnfcZcq0f1y2+rb8Lubfwf3fmVM+QDRxZeMEm0J3ln6Fxy5/nmsro4EDauXXwDzti9BzwsuEbGQXq6UzZ8x4QwfPyNHPyIPID5WiUPekGQZVbMsGFVE0PGhuN932CK15eihmMUzsauQUCFmxeZtFbj+rlhrguPtwRSjBfa/fBI8LwTh9trPZnJ6s2Zs0INQkINcyWLpBQZo85W4+f/bjLtbrsIXf3wdipbpoDOo8Ll/v2bOTem5wpJV+fj0I1fi7tar8KEvbEro4HyBpVSI04kKWbpOo8VNJcLN4fMHj8PhjiurnSYDUc0DC8LBsKPhC6bY9RgADIpEQSDWLDn13kH07X8b7z3/FGTh4MBJmQ4v/uxRDDiEDBHPuF+yrIWCQfy+dS9GTgtuBp4T/tUZIhaV8tVr8NXHnsZVH78LqzabcdG1nwXDMBgK66XoflGZZviUC3994n0M9glxAxXrjPMaFzMXLMtbBgB49fSr+EX1AwA4DAcrccJ/Scy4AK+F7oRQkt+TxAWnkqngHHDjpV9H3DlXNaye0rosZjQNTA7EPLipNHKgbAOUhiUx42XMIoxP4XlJqLiTBAr7OR5nw80YCxUyoGAZAnI9hlAIFx8bLsCAB8txWOqMtTj+4eKrkS7n55WWOGdkchbrrliKT++6Qlq2/+VTQtnpFIyciTzRTGZpavPIGeEmVFimSwiAZVgGt1mr8cl/uRSKJE9vRCwbr42k4AYDXEysxxX/OCRZROLxTdEP6H13xBx9zOMHz/MYDQjPZj/fsAqrNEp8Zllyd0TR8hVYd/V1AM/jld/+HK/v+RXyQsL/t0suuIEO/mUPuMBJ8HwQT/3nW3j8u3/EDz/TgIHeLgAAz4cAXthGX5R4nEtvvR23PfAwfN4CeBgeb3sEF9nVF6bnIgn4Qjj6zhCC/tmlcfM8j8e+/QbefL4Pe8NdvQ1LMtusMhMs14fjh/gQvIpJaJdGfm8qZgIa1il9DvI6lLhW4MqjHxPSmMNcV349Hvv2G3js229Iyz7+zS3YvK0iQVwnO3bfRB/YqHHi9UBtFISKPGxRyfaKtCJ2ux1WqxUMw8BisUgl88VlDQ0NsNvDxdy8Y7DvOwjLjXfAz0ask7qQG39/6UX8/aUX0fV/T+IH3/oGDr/9FsDKMcLr4YcSE0hsa6EO+KENxD6cjOrSD+7OjW+YyFryCtVS1gsATI4mf1I+dXgU/Y5IA7NAlrp+xNiLVCXxFUoZlGoK7UqHK26LuAdDAQ4fLok1tzcfOJawzS9ODeGCV/bhxeHxhHUAcDwqcPaw24vyv7yNQNgHfpFeg79dug7fuzB1jZLNdUJH4QHH+wAAbUgQSx42cjP3ux6Hb6wdPO/DiX2/QigQQMj7d/B8CDwnnsNsQgVYEdeoF4N9E9inDGIiGEJZvhqXm9Lrjvxa5xE8+5N38OS/2RN69KRDfBwVAOiLck+oiDVNRFZtiAi96rwOGGSnYtbftu+r2Ni/FZcf/yiuKr8a37zsm/jnsp0YOT0pdY2/cMsSFC1L3hsqmhX6FVCwCniCHoTUidczfTjLS8bxkPGyBatIG+B4BGZwjpjNZrS0tEhVaE0moVJyY2Mj2tra0NHRAbPZDADofOzXAAD7vkPwM8L1rtQ/jGW+s9jx6TtRUFiIuo/eiuWVJtz18Y8jFAohNEV7jFveeT1hmbUy/cByEirEObPp+uWSidQ1mhhky4U4/PHH78Qs83nmtufLXCFm/GS6E/H5gFwhQ9Fy4cYQCnK4slCPZ80RUXvM48dzQ2Mx29x/+CQCPI9vHom9EYkc9ya3xCkZBlqWnfamoS2IFRfqkHC+euPN27wX/oknJesJAPgnHoN//BcAAEaWlzTbZ//LJ/HLnX/F0AkXnOFCcvWW5VAr0rPAHXxVqN1x9vgE/vK/7+G53fvhHEjdmiGeQ389k7BMV5B7WSk3m26W3t9kugnrLl4hfV5lOAq9LLWbeYN2M25fcztkfOx3bliSnvtNzsqxqmAVAOD7/p1YUpUf8zCmibK0sjwLdgFuoxPBEA5NenB40gtumrpEIZ7HRDAk9S5raWmBw+FAe3s7AGDPnj0xJfT9HIfNt96BcovgmhlWCC5OJReAhvOh89EWrLs44oIzGAwYHEz1/5E4N41Gg23btmF7RWLwcyro0ZA4ZxiGQekKPc70juEv/3sYn3zwUmldwBfCbx/8e0KU/YFXTsE95sOHvrBpvqc7JaJQ0ebgxT0bkYcFbChc3Xe1LlYQfHrfUezZXIWtRj2cUUG2Rcrkl6a+cM2UB6uW4qHeSGlLP8+n9WSryYs1N6/buB5HHR542EQ/PB86Hfd5IOqTDvtfPokNWyPWmwPvD+Oep/Zhi1yOlUEWoUIl4PZgWeHsLBoHXxOOP+n04WP3pVdQLZmoEVte5BKrC1fjB9f+ABw41K2sA8fxqNxcDJmCRcEH/h1Vj/8ah99Pvm2+X7BeeeLKJSQrdJmKdcZ1ODJ6BKf9JzD5oQPYfFG1tG7t2nU4uV8I8uURcf3wPA/eMz+NWsd8fvD+EIIA/Fol1LLUQviU14/RQAhlKgWWqBQwGAzYvXs3tm/fDqfTiebm5pjxxzx+eFg13MrY34Q+7Catu/4aDKgU6PcF0PV/T6CpqUlK1Y4nHy5EP3IsWbIEn//858EwDMbHk1tNk0FChZgT8oxqoHcMo2cmcfD101LRs4Fj41I/HAAw37gS9rDv/OjbQ5h0+qAzZM+F1B1uMjhdmjWRHmIsgNiGQC+XYfdFq7A9yu3z5MAothr1+LdjkUybZarkZd6HwmKmVCnHJXot3gzHuaQaH49KG3uzKispBBwe6FatBd62p/dHAWDlZXj5d4djhMoDT+zHcQWH4wo/GB7gw5qhvCD9KpwyOSu5KkSmanYZjyv8W1OoZQh4hYeDXBXd21Zuk96zLBPzUGP62qX4QM8Anv/pgYTt1F4hAyU+xTxdiwoguH9EnD5nzLoLK5bj/8I3cQZMRKh4PHjPfG4VemeC+L8aeOMNqPNjm6b6OQ6jgRCKFHIphqvfH8CS8O+kvr4ebW1t6Orqwo4dO4TS9t7UdbAKFDIoNfmAewTIX4a+/e9g92//Fx+oq8NnP/tZyaJSWFiI0XC3cH2eDgo2D/kTJ/CRj3wELpcLK1eunJWrjFw/xJyw6brIBfulX78rPUGLmQcA8IkHL0VJRewP6tSR1F2bF4KIRSV7xFMuI7oEuaib7weLC3BRXuTm/Vj/CIb8QZyIcuukcgyKF91ChRy/3FiJdTo1VCyD3RetSms+8e6a0nBp/PdkZZDd3QIuzY6ucs21AIRaJSL9kxFBzkftZqkhPYsKz/NIFpcp9us6e3wco/3Jmz96XQG8/vv3MT4ozKdiXSR1erG0b4hndfUSfOQrFycsl7uF7zu+cGNBafqWrVtX3yq9/+m+n2IyEPnetTIWTp1w3jBYuBgVkUAS188xjx/9vgAOuKIsPHHDzGYzbDYbbDbblCIFAJYoFUBBBVC6HlDno8ZiQeu3vomB48fwq1/9CgDAsiw0Gg1KSkpQVlYGfX4BIFeCZVlUVFTgkksugdE4u55Ii/MMJuadMlMBLDeulDINxgY9MC7VYTjcEG3LhythLNfBFVcozjmDp8VMw3M8XOFg4Fz062cj8RYVAJCzDGzVazDoD8L8twMI8sA3jpyMKQT31Fknnjr7Fj5SakBblAgRU5ELFXKUqhR4actacDwPdpY3C2OeIEhPjnrwg78cw4e0K1HlPpZ07IqNV8Pv7sfo4IXSzWl8yIv8Ig1++qojJnVaZEm+CquK0itu6PeGEPQnmtCVahnc43507BKKZX3xv69LuDm+9Jt34XgrEidg/sBKON4chL5IveA30kwS3aPsVP4RLBtfDcYt/HYnxyLCsbgib0ZB8KXaUjxw6QN45B+PAACePPIk7lx/p7ReFJTRHZUZjQZr7Kk7rc8lRz0+uMLiP6hOtNil6lLOh12knZ2dqLv1Nvjz9GhqbsaTb+5LOl5EwTBCnSB55AHOYDCgoaEBdXV1OHjwIMrKhFo9CkV61s2ZkDGLit1uh8UyvRnM4XCgtbUVnZ2daG1thdPpzNSUiAxTfdMq6b3zbLgYV9hnbiwXLtbKuHLyySrczjd+TxBvPO3AsX1DCPhCgh+8JPcyJbIRUaiEgrGPcwzDoFSlwPcuFLI7/nDWicPuxHPhD2edCEZlNohFpoxRwakzFSkX1Ajl103mGpToYy1nvD4xjVhn3ICCsq24+ctfxh2P/Afu2vUZqY2A6Nb8zh8PJWwHAHdcuhLKKVJhRbgQh779Qh8apUaOomURcePzBKXfEwCpq69IMBBC38HhmGVLKvPx8W9uwW1pxrbkKsXL87CkMh+KKi8cxrcBANxEOLA/fG255uMX4qP3mme87+V5ESuxNxR7bipYQQgwiJyHDMOA1Wrn5cWpNYBGeEX/tE57/ej3pS79MBniMDgyAofDgZL1G/CZL9+LAM/jB9/6Rsw4XShyvjEMIAv/xGw2GwqjKjJXVlYCAPr6+qDXx1rL55KMWFQ6OzthMpkiOdlT0NDQgL17BRXqcDiwfft2dHR0ZGJaRIaRK2RYXbMER7oH4Bxwg+d5KbhP9A8nCJXhhRUqJ94dwVM/eCtmWdGyvPO2mNtcEx9MG8+dS4vws5ODODjpxXgw+ZiRQBDa8P+HJyxaCpMUdEuXD/3z13Dm8HtYYroAI3EdeS+77RPY5K3Giz97VFp2y//7DJZeGClumF+swQWWUhz+xwDcY3544mqeyFlGElcf2pheCua+v5zCax1C519dgRI3bN8A288P4uzxCXhdAXgnItaaSadPajIKCP18REuMTM7i2juEbufppOLmOqyMRb21Gi8cfwFPPyG4kc/sc+H5n+7H2eOC27nMVDCrfltXLbsKclaOIBfEsCdWCBoZwaXCz9Et1M9xOOsPwqiQQTtFYKwIF+XH8XAcBnwB6OUsBlO0p5AxQIgHet0+/ODh7+AH32/FsXCq//d/8Wt8YutV+MQ/fQ5Xr18DDL6HICODI9wfyzs2BkYvvDcajaitjXQD37t3LwoKCrBx40awU/S8OlcyIlTq6+vTGicWnBExmUyw2WyZmBIxT4guE8+EH56JAPyeIMBAslAUlmmx7EIDTh12AgBOHXbi2L6hjPQiSYd4kQIAJSsy92RwviHGqISSlLkXua4oHwcnUwvWnvFJfO29E9CEL4RyBtCfg5BUKFVYsUEIzCyL8++7eTkuueFm9L9/WOqyXLKqMmEfYvr65JgPI+7YJ9inP3IJFJV5cPlCuKB0erHAczxe7zwifZYrZSgs0+GWL1+Mn977KnzuoFSIEBACZqNFyImDQgXdLR+uhPnGlSk7XC9mluuXw6V0Sp+P9EQqXyfr6J0ODMPgXsu9aO1uxaAnNv3WwIrnKyu5U84Fh9sHH8djMhTChdrp3XWhqNPWFeTgCnLoT1HsuVgph4fj8EKXDZ0//xn+8ZeXYK6uxjW3fBQAcODNNwEA2z9yM+5pasKOu27Ac6/8A4/9/TAA4Kf//q/ou+Jy1NfXw2w2o7GxUUptfu655/CnP/1JsCblmlBJF5vNlhBcYzQaYbfbpcIzRG6hCj/p+dxByZqiN6ohVwpPCQzD4CNfuQQj/ZN4+r/exqTTh67/OYC7v38V5GnWmpgr+BT1B0oqFv+T6HyRyvUTzfVGPX7cl7qlwlfe7QtbWwSxU6pUzFncBcMwuOe6Kvz4pV4AwJhHsFxow0W9AEHYxCNmqh19exD6LRGR/dlxFTRaBVaVpid2TxwcwVsvnED0qTgWdvOotArkFargGvXh/b2R7yc6iw4AfG5hzvlF6vNSpADAGuMa3FF9O3xJQi3OJZi4RCvU+hh0xwoVrUz4zhkAQZ4XYjhmSYDj4Atb4LwhHmPBUNIWENFMVzsFAJQsg7U6QfT0eXy47Lrrcdl11yeMq7/7s6i/+7NYCjdKVGpg+Ahu2HoFyj50F77y8HdQpJRjeVTvrGhDxJ133gmn05lRkQIscNZPqniUkZGRpMt9Ph/Gx8djXkR2oQ5fFCZGvDjwmpBBH58WyLAMipbm4c6HL4Nap4DfG8LJQ7PL/hnsm8Bbtr6UroVkHD8wjDe7+qT0zXhKV6Zf2pmYGtGiMlVJ+C0FeagtysdqrQqdF0eq2erCN914l9Aa3eyekFNx3w1r8ZVaoaDXoy/34uDpcdTcchuqqi/DLV/7etJtqi4pgUorx/iQF7/+vhDkWhJiUMSxabsZ/N4gnvqvt9B3INatcEF1pJeMWDBv+JRLWhYvVPzh8zjerXq+8dnqTycs23T98nMStaUaoe/PWXeckI56pvLOooJwNO64wNeRaZp28jyfVkO/EqVc+tvz5bEPgXrvJLT+WCum1j0IDIcte6wcJq0KBQoZypSpg2PdbkFUq5ME9M4lWXlmpxIwu3btwkMPPTS/kyFmhGhROfluRHikql8gV8pQeXExDr1+BgPHxrFq08zdP6889h76HeMYODaOGz63YdrxPk8Qz/xQCLqLf9IqrypAlbmUXD9ziNgTKZAkm0UawzL4zSaT9HlHZRkK5DK8PeHG4/2JAnbtHAsVACjQRC7G93W+jT/+89X46H3fSDk+r1CNTddXoPuZo/Awwo1Kwwk3hXQFg9iuQUSjV6DmpkqsuTTS6bh4WR6O74sVMm88fRRKtVxqrOf3BGd03MVKsriyjVF1bmaDaFEZ8gxh2DOMz/z5M7ix8kbowtGlDM/Dy3HQY/bWYFHoaGQsPCEOrhCHEM9DlkJgcUCygq8J6KPESYFchiUqBRQMg363G+pgAEAAbqUKYptzDRclgGVy6OWymH0kIxgUzj2NJrPJB2mf2e3t7ejt7U25vq6uLibIJh0MBkOC9WRkZAQGgyHp+J07d+Lee++VPo+Pj6OiInUXTGL+UWsT1ffyNYVJRgqIvvboJ8aZ0O8QrGrv95zFDZ+beizP8/jToxHbsNgdFwDWXVGOa+9cm3NdZrMd0brgd09dpyGae1cJN+o/D44lFSrr8ub+ougJRJ5RD5wex9kJL0r1Uwui9VeWo/uZo5gMl8rXhounpBsTEV1FVlegxKe/d2XC079oUYnntY4jWH/VUihUMvhIqKREX3xuorZEIwgVb8iLP/T+AcfGj+HRtx9FU14jAOEW752iEWs6iHVQ9DIWQV7o3+MOcSlFgti0U8YIeiWZQUfGMFBFuWMYhkFZuNjbQFQpHgUXQoCVo9x3Fmy0+mGnP5d4npcq0srSCAA+F9I+s6N7AcwVtbW1aGtrS1heXV2dZDSgUqmgUlEhrmxGpYucUsalOnzsPsuUpvBzESrxTdtCQW7KrqgHXj2NU+9FbnzHw+mgRcvzcP1d62Z8fGJ6RKuVeDOdCXXF+bjOqMdLIxO43KDD35zCFTYTFpUPbijHD7qOwB++6fzyr8dw3w1rp9wmr1CNKnMpXjh0EgCQL1pU0qzXEV28rf7+mqQuivgCidEMnXShvKogYlGhZpkxXNWw+pxjdtRyNfKV+Rj3j+PURKQY/AF3H6oBgOelTLTZIjYWVLAMdDIWTi6UUqgEOR594WwdFcsixPPwJYlXmeo3UqaUwRs25q2QMcibeC9xUBpCJbpsfs7HqMS7cex2u5TtI3ZvFHE4HKiurk5pUSGyH1WURSXPoJrWX28IV4t0jfjAzfAH752MfUofH5q6z8aBV2Mb3YkxKtGpnsTcIj7lx9f+SAcZI7iEXrt0Lb5QUSotX62de6FSWazD/oduQMttGwEAf3ckj5OL5/I7LoRdJZxHFcVa3PylzWkfU+wmfnXjhcgrTP4AVlCqgd4o/L3RLiEAGDoxgSM9kdTk2aTgLlaKlukk19i5UqoVzr23Bt+Slg1zwgMPy/PwcZwQNxJ+nw4BTnDvABGLioJhpMw2T4r9nPL5pcBbNcvE1BAS+2MtVyshn8IyHH2mhQIpUoXY6S0kYrdkNo1moOdKRoSKzWaD1WoFIMSVdHZ2SuviP3d0dMBqtaKzs1NqNU3kLnlRfXvcE6kLD4loC1RgWAYcx8MzPv34aCbjennE+/yj4XleqoJ7x8OXxfTyKaYsn4whWlT8s7CoAIJYuUCrxtWFemzK06CxzAhNhjJblHIWywuFeKqJaUqKi3z72Uiht5vqL8TKi4rS2o7neJwJuy2XXWhIOY5hGDR+owbbPrMOV9x2AZTqyA1kbNAT0+tGoZnfrLls5KZ7NqFkhR61d180Z/vcVCKksh8ePSwtCzLC+cyAB8cLTTGPeXx41+XF/gl3ysqwgND5+KDLi0MuD4IcHxEqLAN1+Nz2JhEqPM/DGeWizJPLYsYtUymwRqeOKYaYjGhLCMdFheUWXRA1anrhIcanyOWZF8gZOUJtbS1qa2vR0tKSsC5eiJhMJmlcuvVXiOxFpmCh1Mjh9wTTCkplWQa6AiVcoz5MjHpTNij0e4N4/qcHsHJDETZeKwTIucdjnwaiq3fG45kICGXcGSFdeuXGIhx6/QwAYMvNiXUyiLlBcv3MwqISjUbG4vmaNXMxpSnRh90nE9705tu596T0Pt1S+YDgCguGO4pP1yxPpVVg7WVC4bg7Hr4cr3ceweE3BhL6/pyvqcnRrNpYPOc1mepX1+OJI0/ELPPLhIck8XY+EQxJJe1DPHDc48PaFLFUYpZPiBcyfIIcDzCCK0ceFi2+EI/RQBD5cpkUVDsclQ3EMEKArF8pdDE2KoQMH7VseoERLVRCoqBS6gGVHiisBCYHAV3q75DjOIRCIXi9QtZQJkrmx0O2QmLO+fg3t2D/yydxyQdWpjU+r1AN16gPzn43up8+itLKfFz64Vi34DsvncTx/cM4vn9YEirxN7+pLCquUeFHpctXQiZncektJvgmg1h/1VLy7WcQyfUzS4vKfJOvFi66UwkVscBXtNXlOx/dAFNJ+pY5sfaJXMlOGVcVjzZfidU1S3D4jQH0HYi4pyrWz67ZGzE9VYaqhGUBNlJHheF5nIqzwPk4HkfdPqzUKDERDEEjY6EMu3WCUTEl/X5huzwZCxnDgIVgWQmEY1FKVXKUq5RwBUPSMdQyRioKV6KUQytjkTcDkRojVER3uyL8gKgxCK8pGBsbg8cTudbOh1AhCU7MOXqjGpffekHasR9iV9PuPx5F38ER9PzxGPzeIPb95SROH3ECiA225cJPAfFCZSqLiliqPy/s79cVqPDBz2/Eyg3pmeqJ2SHGLIUCHIKBdKo/LCyiRcXlC0Yu4lHsfOIdbPu3l/G5X/Zg4788L2yjkuPOy9IT5SLiuatKkiU37RyTZBV94J/mztVBxKJVaCGPCi5dUxhr2ZMjcuPXy1kow/Eh48EQDrg8OObx45DLi8OTXoR4HqFgEIqQ8P8vahaxZhDDMFipibilRVfPWFRl5wuiKteyDAO9PL0Ozna7HVarFUajETfeeCOOHz8Ojudh/e5/gjGsQENDQ0zbm1T9+qJFyne/+11MTibv6D2XkFAhFpwyUwEAoROtyMu/ew+vPHYYT/6bHX5PEO6oeBQxNkV8KhWFzlRCRQy81eipK/J8olRF/OWpCuxlE3p1RDi4fMLN5E/7zuC7fzwIjz+E371xAo6hSdgODUjjygpmHtwbESozt+aJwbXRnEv1VWJ6Gtc0QiPX4F+3/is2lggB13w4nTefiQjaEqUCa3VqKWMnWut6QhzGvD7Ix50o8LjA8hGBo4nKmtHJZCgJB8bKwwLEH97RUrUiZX2V6TCbzWhpacGnPvUpAMDKlSvBg0HDLR9A2w//DR0dHVJFeDGONFq48Dwfkxyzb98+/OQnP5mXGBUSKsSCs2RVYiXYw/+I3AiO7RuSXDdAxDoiBmiK27tGfHjsO2/AkySIN1K9kwIO5xOGZSBXCpeZgC/7hYpSzkIVdsWMh8vpf+G3dux+9Siaf7M36TbzLVTiXZU3Nm3IeNbF+c79W+7H6x9/HTesugGmAsEtzYcFSl64TqxeLrhgGIaBSauCPolLz+MT4uoYALKoQFZtnOumICx0AnGZQco5+H/+xje+gb6+PvzmN78BAOx5qgtN27fHjKmvr8fGjWFBFj62x+ORKtECwOnTp1FZWTkv5x4JFWLBic7AScZovxuuqLLhY4PCj8UbvtgXlGqlWIjhky50//FYwj784ZgDpYqePOcbqTptDggVIGJVmfAGsae7T1r+yuHBpONXGKcOhk2GaA2cjesnGo1egSpz6fQDiXNGIRP+r8ylYh864QYuCwWxNk+NlWolgn4OAV8IAV8IRWAR8ocQ8oegCfEI+UPwePwI+jkhpdwbQMgfQjFYIMBL2wV8IfABDiF/CD5fEH5vEB5vECF/CEzcuIAvlLJnWSr0ej1aW1vxyCOP4Cc/+Qn+6c7bAVniNXhoaAgAcObMGYRCISkdGQCeeeYZ3H333fMmkOmqTSw40z1V9jvGwEU1tRvsc+HCSzn4XOLFXg6lRiZZWA6+dhpbPlwZEyMTIIvKgqFQyeCZCOSMUCnQyDHk8mFg3Avr75N0uYtj/dKZ94YS3Zfq2bpsGAA8ULKC+lLNNxcVX4Qf1/4YrqOC1dcfCELPsgj4Qmj/8stzfry/Rr3/W5L1Tf+5VXoYmA6e58HzPG6++Wb89je/xiuvvIKvf/GTgEyRdJzI5OSkFIQ7NjaGoqL5je0jiwqx4IidlQGAlScq9Oi+QQCw7y8n8eg9f0Hvm8ITrkorx+qoRm6hIIdTh2O3ES0qCrKozDuKsKsiF2JUAGBLpZBB86f9Z9Iav658ZmKBC3E4+NppAJHg7plSv6Maq2uW4No7Mp+yTSRSoa+Qiqr5gjz8/pnVgFooojN+Nm28CK+++ir+8Mo7CWX4ubg6LgzDIBAQHgz//Oc/49Zbb834XKOhqzaRVeQVqjE+mDzNuMxUIFXzjEatVWDLhyvBsAwO/fUMPON+uEYEV5HXFcALvzoklcsni8r8o8wx188H1pfhd2+cwOM9J6cfDGDTsoIZ7b/fMYZJpw9KtQybrp9d07wllfmU6bPAyGUsFPCBhxw+nw95eXlo+s+tKccfmfRAOemCMpzxo1Qqp7RMDPkDOOOLTXveqE90M4oxYOkgFml79tk/ov6WD6KgsBj3338/rr32WpSVlSWME5mYmAAAvPLKK7jrrrsyXjI/HrKoEFlFKlO4Rq/ATfdsQuXmxEJEeUY15AoZLv9oFS7cIlhWBo4JVT+7nz2KY+8MSX2BqGbK/BOJUcmNWiqXVxVBp4wVtLvvSuw/trZMj99tvwzyGRZaOxG2EK7aVAxNHmWh5SyMDCoIQsLn84FhGChUspQvnUYBhUIILpcrWbByTDleq5ZDppRJr6V6VdJxM4kTCQQCGBsbw4m+Ply9cSW++MUvAgC+/e1vx7h6UsW9KBQK/P73v0d7ezva29vhcDiwa9eumOygTEBXbSLrYJhIfQGR/GIN1DoFjEt1OPr2UOy6qLoS+kLh/ZHuAVRuLsY7L8Y+FSvUZFGZb0Sh4s8R149aIUNjzQr87PWjAIDr15bi8qrIk+99N6zBjRvKUDWDAm/RiBZDsSEnkaMwMsjCGT/xrpJkqFgW/qgL23TbKKP69ZQo5ShVzj7wmud5jI6Owuv14kc/+hF2PfwtsL7TMMp9aGtrw4033oi7775baggcPbexsTEUFAhWw5tvvjmmMXBzczOam5sT+vbNNWRRIbIC0VJycd0KFJQmmjfZcGnoZBlC0e3tC8sj29p+fjBxLFlU5p1cy/oBgE9fESngZirWIS8qtmmpQT1rkQJE6gXlFycvsU7kCCwLJpz5k07mTaGMgYyP7rPDTbmdgoncngvkspgGhDPF7/fj+eefR1NTE37729/imWeeBgCo5QzefvttAEJK8iOPPAIAePHFF/Hd734XAPCjH/0IzzzzDADBXQUIzYZbW1sBAC0tLWRRIc4PbvjcBjgH3TCW6yBXsHjz+T6su7IcL/7qXQARoRL/u1bpYk/hinVGLF9biJPvjoILCYPFzwzLoKCEbg7zTS4KlWWGyHmSFxa391xXhb/1DuPGi8pntc9QkINMzmJiWLCoJKswS+QQjEwSKulYVDwul5CsJZOBCaf6iu0YkiFjIGV3qc+xj5PP58M111yDa665BgCwRAdgcgBgZbjzzjtx5513AgC0WuFBb+vWrTCbzfj6178u7aOkpESaq8FgwI4dO7Bjx45zmle6kFAhsgKZgkXRUuEptXJzCSo3lwBAlFARfqirq5fgra4+VFlKsfQCA4qXxz7ZMgyDqxpW47FvvyEts3xwFa75+IXgOJ6eYhcA0d2WS0JFLmNh1CkxMunHdWuEOiX33bB21vvrefYoup85hqsbV0upyckqzBI5BMOChVgKn59SdACQmvgVFRRgZETo08RxXMrAVIZhsF6nBg/EVKMNhULweDzQaDSQydJzZUcHx6rVasj4cNl7Vo68PB1cLqFFicfjQUFBgWTp0Wg0CAQCUKlU89LTJxUkVIisJs+ogmvEh6pLBOGizVfirkeumPKCEN+NtqQi75wLaxGzJxctKgDw7D9fjROjbmyuMJzTfjiOxz+eEuJd3g7HTDEsA00enZM5DRNx/QBTW0d4npesLnK5HHK5HMFgED6fb8oS9IokImZ4eBjBYBChUEiKHZkOsVhbYWEhNGo1cLZfWCFTQK/VQ6vVYnBwEDzPIxgMSnOVyWQoLCxM6xiZhIQKkdXUW6vR7xiTLCwApo1yl8lZsHJGKhJHImVhEWvX5JpQKStQz6o8fjz+qOaZzgGhqrJWrwDDUtn7nIZhwDAyCBVqmSnjTaLXsSwLjUaDiYkJjI2NgeM45OXlpZW9EwqFJOuI1+tNW6hECw8EfUDIB4ABNIVgGAZyuRwKhQJ+vx+BQEAqlT/facipyI5ZEEQKdAUqVF1SCnaGF/WPfPkSaPOV2PLhygzNjEiXXLWozBVedyBhmWaathFEbsCw6cWpRAsVhmGg0+kkYTIxMRHTQyd6G5/PF7Pf6DL26ZbODwQC0nYsywJiQC8rB9iI60h07YyPj0vLskWokEWFWJQsXW3AZ1qupGZtWUCu1VGZa3yTiX/3dP2tiByBYcGCRwhTCwdRbDAMI70MBgNGR4WaOmNjY0LsSFTMicvlwsTEBPLy8pCfL1Q/jo414ThuyhgXEbFYGxC2qIhiJ247pVIZUypfJpNBrc6OOKrskEsEkQFIpGQHUjBtjtRRmWt8ySwqehIqiwKGAQvhxh5t7YhHFDHRokKj0cBgMEif47cXBYYY6ApEAnJF0sk2iramMAwTsagwsbf/+FiZwsLCrLGoZMcsCIJYtJDrJ1GorNqYWGGZyEVYqejbVEIl2qISjUajkZZFi45k1plQKDQroSLuSwqKlYRKbMZQvFBZyCyfeEioEASRUc53oRLv+qlYV4gLLKULNBtiTmFYyMNCJb4/TjTJLCqAIFzEImqp4k9EISM2PhSzhoCZW1TCG0lzj5/LVJ8XEopRIQgio5z3QiVsUbnw0iWoWGuE6ZKSabYgcgaGgSxcS2Uqi4rYeTiZK0VcNlXQLM9HOjQrlUpJFE0XUBtd/VaKf0nh+olmqpTphYAsKgRBZBQpPdkbSjtTIVtwj/vx9H+9Bcebg7PehzdsUdEVqLD28nJq47CYYFjIw0JlKouKxyNUI04WnCoKFXEMx3ExmTfivqOFSjJ3UTLEOTEMgzfffBNWqxWMvhSWGz8JR59Q08dqtYJhGDQ0NKC3txeAUHnWbrfDYrEk7NNut0sl8x0OR8bL5wNkUSEIIsOIwbQcxyMU5CBX5E5jyNceP4y+gyPoOziCex69flb7EC0qqhSdwYkchomNUUlW9I3neclCIrp5ohEtHcFgEMFgEF6vFz6fL2bM4GBEKKtUKmm9z+eDTqdLOT1xnEqlgsVigcVigfPsKfTs3QtTpVC6obGxEVVVVWhqagIgiJ8nnngCJpMpqQhpa2tDe3s7AKC2thYdHR0pjz9X0C+HIIiMolTJpAJ87jF/TrUxGDo1Kb2frkR6KkSLilqXPcGJxBzBMJCBA8CD54V+PvFBqKFQCMGwYOACAQTiLC9yhpHWT4w54fP5pc/xyBUKcIEAuGAAQZ8PLp8PeXl5SQVQIBCQMoeiOx63/MtOVG6+HO2/+F80fXkH9uzZg5aWFmk9y7Kor69P+SdbLBYprTo6aymTkFAhCCKjMCwDfaEaY4MeTIx4c0qoRNd+8boCUOkUMy4+GLGokFBZdDAMGAByBvD6/Pjvz31i3qfwmR/9DEUlicHZk5MRkR3tcjIU6LG79ZvYbv0unD6gubl5xsecL4EiQjEqBEFkHLFT8MSwd5qR2QMX4uB2+qXPe77zBn5x/+vod4zNaD++cAn9+E7fxGJAuIXmyRcuUDxZEG8oFJKq3Wq12tjmhVwI9TfXovqSzejq6oLJZJrR8ZxOJzo7O9HZ2Qmr1QqHw3FO808H+uUQBJFxRKEyniNCZfi0C3u+0w2eiwT/il2Pf9+6F5//4bWQKdJ7zvNNChYVNVlUFh/hzBklE4RMqULD934Ys9pQaADP8xhzjkGhVKK4qAiYOAO4zgoDyjcDEOJTouNQAGDJkiVTFlxze9wYc46BkSXexkXXDJAkgJcThLP54s1o/Y8fwmazoba2Nr2/F0BTU5NkUTGZTKirq5OCcDMFCRWCIDKOWDLeO+GfZmRmmXT6cLZvAqs2FqWMN+E4Hi/9+t0YkRLPGccYlq+Zvqssz/FSjAoF0y5CwueQDJzQ3C8qFgQA5EoVQqEQ5CoV1BoNFGo14JUBqnBMiZwB5CrIeR7yqEwfhmGg0sZ2gY9HBUDu8SbNpBMzhADEWlMAgAuh8xkbGhvqUVS2HM3NzTMSGg6HA2azGYAgVBwOBxwOx4wtMzOBXD8EQWQclUawJvi8C9fvx+cJ4pc7X8ezP3kHpw87AQChEAevK1I59vAb/fj5fa9h4GjkprHioqKEfQ2dmEhYloyxIQ9CQQ4yOQtdoWr6DYjcghXEJxPyJ63kyvndCIZrqEi1SaKFhV8oj88wTIz1JJ00/mT1V5IRL1ScoyNw9J2E2WLBjh07AAgpyulgt9uxbdu2hOVGozGt7WcLSXyCIDKOUiNcLP2ehfPlnzg4It0jhk66wAP4c9s+BAMcPvY1M4zlOnT97KA0/uLaCtTcXAmFSoaffOGlmH0NpilUBvuEcUXLdJDJ6Llw0aEIu1VCPuj1Gow4Y9slhNyj8EBIH5YEAxcl1v2TgDZRCKeDuD+xqFu0hVAmk0mxK1J/n+FeIBTArv9qR8vXvyyJrI6ODlgsFjQ3Nye1ijidzhhXT3SGkM1mQ319fcaDa0moEASRcZQa4VLj9yycRWW0P5IF8VrHkZh1L/zyEFZtiu2/U7m5WCrOptYp4J2M3ISc/e60jjlyWjhm8fK8Wc2ZyHJYOaDUAf5JKIMR8cqyLDiOgxuRDDfJ4hKKEjPBSMxWtNBIp2txtAXG7XbD7/dDr9dDLpdLFpmiorCL0zMGm+0FtP3m97C99g/UbL4I9Z/bBADo6ekBANTV1aG5uRk7duyAzWZDV1cXAGDXrl2oqamRBEl1dTVaW1thMBjQ29tLdVQIglgcqMJCxbegQiW1uBg5PSmJCpElqwqk9xp9rFAZHXCnVVdFzHLKL8mdlGxihmiLAP8kWN8EdLol8Hq90Gg0cLlc4MPRFQwTJVS4KKHinwTGzwD6MhQUFGBkZARKpTItCwXDMJLlZGxMyEQLBAIoKSmR3EEymQzgQsDoUdRecylqr7k0agfC3JqamqRibyK1tbWora2NsZ6ImM1mKUZlviBbJEEQGUe0qHgn/AgGFsb9M3Y2PSsIAMhVspisnms+sQYAsHHrMjCM0A7APT51YHAoyOG9f/QDAPTG6Z+QiRxFFg6M5UMoKCjAkiVLEnrlaHi3EJsyfjrW9QMArn7ANQC1Wo3y8nIUFxdPme0TTfxxgsGglJYMhK0uoeTF45BFTQengywqBEFkHFGoTI75sec73fjkg5eCmWHhtHPFNRp7wV5zWRnkChZH3xmCO5x6XHNzJQqK1Si/wBAzdvmaQtzdehU0egVOvDsK54Abg30T0G1MHSB78LXT0nt9EVlUFi2MGHsSEl7jJyGTF8QMYcEBrgHhBQAyVayA8AvWvJlWPlYgiMheeACMZF1hWVYQKkkfDHJHpABkUSEIYh4QXT8A4Bxwz7sLKBTk4I5LjVZp5Lj2jrW4pG6FtMxYrsOay8qTVs/V5gvN4MqqhJvQmfenLvx2fP+w9N6whITKooUVuxKHgLETgHsE8vHjsUPAC/VTRPLLgcJVkc+h2CDcdMkLDsGAMZRiEGU4C0GsCEhl9UULjixKVOeQNQUgoUIQxDwQX5XVP89pyu/3DERfwwEI4gUAll0o1EMpLNNixUXTp1kuDVtbTh9xTjluckx41rV8cCU0eYm9WIhFgiRUOMAjFFpjw/1/RJjok694DaApFF4lgksxJm4lXYJ+sCE/tPBCDi7hZi4F5IbCvzVFtPuRhApBEEQMcoUM13z8QulzwDu/cSqv7Ilk+eSF65lUbi4BAJSs0OMz37sSjd/cImX5TMXS1QYAQL9jDPbnjictDBfwhzByRjDnr7ti6blOn8hmmMRu4AwAJSLiQxAuEOJZlFGF3FgxwDYI+NJLeZeYPJuwSA+hLkteXh60YsE40aLCKgBduCdQwfKZHWuBoRgVgiDmhY3XLsdbtj6MD3nhn0ehwvO8lBa9/qqluPQWE0ZOu7AsqrKszpB+Mbb8YjU0egU8EwH87cleDJ10oe7u9TExNyffHQUX5KE3qpFfTIG0i5oUbpR8uDAEwUInWVTkcecCG3ULHj8DlOjTP27Ak7AoD26oi1ZArow6jiRUZIC+HNAVA/LcKj5IFhWCIOYNRdhiEZhH189kuLEgwzK45uMXQpuvxPK1xhkHLoowDAOFKvIUfaR7AD/54ks40xuJWekPv69YP/vjELmNQh2pnROxqMRVr2UYQB6OX4rPBpqOUDjmioncxhkACjYuKFd0K8kU4ePllkgBMihU7HY7LBZLWuPsdjsAoYeA+J4giMWHUh2uUDuPFhUxLTm/SA2ZfG4ueZu3VSQse3XPYen9yGnBBE+F3s4T1AUJixhdEYqLi2HQyKCAaNVI4sQwhIO5+Rn8JnguIlSUuth18YG54jg2d+OkMiJUOjs7ASAt0dHW1gaLxQKGYVKW8CUIYnGgUIUr1M6jRUWsdzIT9850bNy6HB9s3hizz0mnDzzP47mf7sexfULGT9EyXapdEIuJwlXAkg1A2WagZB1gNAEqPZRKJbQaTSR0NZlQkUXFqfBT9+2RCEZZU3SlkVou4n6iCQsX+zv7YbVawTAMLBYLHA4HAEjLGhoaYu7ZUxkbbDYb2tvbYbPZYLPZ0pvzOZCRGJX6+vq0x1osFqkldab7BRAEsbCIPX/Eiq3zgZiWrNHP3RMlwzIwXVKCvz/lwKRTyO5xj/sTegIZy8micl7AsIDYy4lVx2bYRIuIZEKFlUNw2vCCqEjHNSPWYJGpAHU+oL4IGDkKeJ0RocLzQhZS+LO5+lKYL70STqcTPT09klGgsbERVVVVMdVpOzs7YTKZkhobbDYbOjo60NbWBofDgbq6uhl1X54NWRGjYjAYSKQQxHlA0C88MfY8ewyhUJpPj+eIJyxUtPrE7rbnSrKMn2jUeXN/TCLHkE0jkBkmMiadeip+NzAiWENiRI1omQn6BMvM2AnAGa7nwsqlNOqWlhY4HA60t7cDAPbs2ZNQQr++vj5lmfzm5maptL7JZJJ6AmWSBc/6cTqdkquou7t7SvePz+eDzxepwzc+Pp50HEEQ2UnJCj2OvTMEAHj1scNYf9VSHN8/jI1bl2fkps7zPDwTwsVfkz/3PnrTJSWw//n49AOJRQ/P8+ADKcR3ICxoOTngTxKLEpIJYzxegJmmOOBZBxAK70+pACP2nFKE05HdQ8JLRK4G8pdJ2UkGgwG7d+/G9u3b4XQ60dzcnPbf6HA4MDIyAoPBALvdDpPJNC/hGgsuVJqammJaSE9lRtq1axceeuiheZwdQRBzyeZtFeh+5igA4MCrp3HgVaHMPBficektc3fBGz7lwoFXTuFwzwC0YZfPXLp+RGo+tAp6oxorNxTh2f9+B0MnXNK66z61ds6PR2QvfIDD6W/9dZpRb0+z/tAMj3oUSx8uB6OUAcokbka5Gihdl7C4vr4ebW1t6Orqwo4dO9I+mt1uh9FoRGdnJ2pra9He3g6TyTSjcI/ZkLZQaW9vn9IPVVdXh9ra2hlPwOFwSCYmk8kEh8MBh8ORVKXt3LkT9957r/R5fHwcFRWJ0fcEQWQnKo0cpotL4HhrMGZ5z7PHsHlbBdS62VlVhk5OQJuvgjZfiX7HGH7fulda55sUfPTaDAgVuVKGDdcsAwDcvrMGP/miEKPy8W9uQdEyik8h5hG5EjCsFKwp4d5B0anL8ZjNZrS2tsJms6V97x4ZGYHD4UBtbS0MBgOamppQWFgInp/aBXqupC1U4n1Yc4Hdbse2bdukYFoRozF5GWuVSgWVKvdywAmCiFBYrgXeSlz+jz84sPWTa2a8v+FTLuz5TjdUWjnueOiyGJESjb4os4XXGJbBLV++GJNOH4mU8xBGwWLpw1fMbmPvODB6VBAWpeuSB90CQoBs/zuRz6UXgYnq8g2tUXi5BoROzXlLku6ms7MTjY2NKCoqQnNzc9rBsCaTKSamVPzXbrenjGmZCzIeTOt0OmM+2+12KS3KZDJJQTmAEE1cX19PgbUEsYhZtak46fLT7ztnvK/h0y50hoWJzx3Ebx/8e8qxemPmK8RWrDNi7eXlGT8OkX0wDANWKZvdS28Aq1GDlfNgucnU4+QcWAUjvEpWgtWokhcUzFsClG0CNIaEVU6nU/JkiG4fq9Wa1t+4UOVDMiJUbDab9Ifv2rVLCpaN/2wwGFBdXY3W1la0t7eju7sbHR0dmZgSQRBZwpJV+bDcuDJhuUo7s5A5nyeIxx5+A0FfJDjR505en0WukiU0RiSIrIFhALVBeD9Vz59QVOE4bdHU+2QTexABwj04Oi6lo6MDra2tkgEhnmhjg8lkQnV1tbRMDNPIpDUFyFAwbW1tLWpra2OsJSLxQsRsNmf8jyQIIntgGAaXfbQKlg+uwqnDo1CoZPi/f39zxrVVzkzTvbh0pR5njwsX/aKlOiplT2Q3Yh8gsZJsMqIbDM4Qm82GtrY22Gw21NTUSAGwPT09AIQ40+bmZuzYsQM2m01KO961a1fM+I6ODlitVlgsFuzdu3de0pMZPtNRMBlkfHwcBQUFGBsbQ35+/kJPhyCIWeAe9+PnO14DGKDpB1tj+uhMRfcfj+KNp4+mXH9j8wb8uW0/AKDeWo0llXSNIOYGr9eLo0ePorKyEmr1HLkUfS5gONzlW78U0CeJL3EPA84+QKUHii6Ym+NmkKm+p5ncv7Oi4BtBEOcv2nwlNHoFwAMv/ebdtLcbPjWZct36K8tRsc6I0lX5qP7QKhIpRPYjj8pKmzidtDtyxPVzfhUSJKFCEMSCU7pKEBJHugdwfP9wWtuIFWfj2XTdclz3qXVQquVouL96TuuzEETGiBcf/iRCXOyEnCoraJFCQoUgiAXnktoV0vsTh0bS2sY7KVy0b/nKxTEWE00GSuUTRMZhGMBYFREsgWRCJWxRkZFQIQiCmFeWrSmUaqiMDSYxeSfB4wqXxs9TQFcQqa+k0pJQIXIUdT6Qv1R4H4i0iwHPC/17xF5A5PohCIKYfwpKhB4nx94Zwq8e+CvOHk/dy4vnefjCQkWtU+DSW0woWaFHXqEKFeuSF4wkiJxAyv4JCxWeB4beA868A/jDLRrOM9fP+fXXEgSRtYhCBQAmRrx4reMIPvY1S9KxAW8IXLhzsVqnQF6hGrc/UDMv8ySIjCJ2ROaCQpzKxJnEwFrZ+WVRIaFCEERWEF85NpSqEy0i8SlyBQu5Mr10ZoLICVgZIFMK9VSGDqcYc34JFXL9EASRFTBsbEE2UYwkQ4xPUeedXxds4jxBoUu9Tl1AwbQEQRALxZYPV0rvx4e9CPpDSceJIkY1y27LBJHVqPWp1xVUzGqXdrsdVqsVDMPAYrFIJfPFZQ0NDbDb7THjLZZE12tnZyecTmdCH79MQkKFIIiswXzjSnziwUuFvj888MYzkcqzfk8Qxw8Mg+N4eKMyfghi0aExAqq4IoWsAihcNev4FLPZjJaWFjQ1NQGINBhsbGxEW1sbOjo6pHY2Yj++aOEi0tDQgMLCQhQWFoJhGDAMg9bW1lnNKV1IqBAEkTXIZCyM5TqpueCbz/chGAghFOTw0m/fxTM/fBv2Px+XLCpqsqgQixGGAXRRXcaVOqD4AkBTeM67bmlpgcPhQHt7OwBgz549kngRqa+vT9qDz+l0oqOjAzzPS6+WlpaYJoeZ4PxydBEEkRNsrq3A27YTAIATB0fwymOH4RoV0jX/8ZQD1R9aBYCECpE98DyPQCB1XNXMUQCBcIE3w1KAYwF/YjVmhUIxo4abBoMBu3fvxvbt2+F0OtHc3DyjWYnNCQHB8hL9OVOQUCEIIuvYcnMl9r98CqEAhz89ug/xrVOHTgr1JCiYlsgWAoEAHnnkkQzt/Y8p1zzwwANQKpUp1yejvr4ebW1t6OrqmpE1xGAwSO+dTidGRkYkF1ImIdcPQRBZh1Itx4atywAgQaQAQlE4gCwqBDFbzGYzbDYbbDbbrLa3Wq24/fbb53hWySGLCkEQWYm+UD3l+rxCFSo3F085hiDmC4VCgQceeGBBjjtTOjs70djYiKKiIjQ3N6O3t3dG2zudTthsthgLSyYhiwpBEFlJfAG4eO565ArkF2umHEMQ8wXDMFAqlfP+mkl8CiCIDIfDAbPZLLl9rFbrjPbR09MzbyIFIKFCEESWkmdUpVynVMtmfIEmCALYtWtXTFxKR0cHWltbpboq8SSrl2K322E0zl9PLRIqBEFkJQWl2pTrllTmp1xHEEQiNpsNDQ0NaG9vl+qkAIJ1BADq6uqkeig2m02ysuzatStmvMh8BNGKMDyfLFQtNxgfH0dBQQHGxsaQn08XLoJYbPz48y8mLFtxURGuvWPNtK4hgsgUXq8XR48eRWVlJdRqOg9TMdX3NJP7N1lUCILIWkTLSXlVgbTsw1/aTCKFIM4jKOuHIIis5YOf3wjHm4NYf9VSHH5jAPop4lYIglickFAhCCJr0RWosPHa5QCAdVeUL/BsCIJYCMj1QxAEQRBE1kJChSAIgiCIrIWECkEQBEEQWQsJFYIgCIIgshYSKgRBEARBZC0kVAiCIAiCyFpIqBAEQRDEIsdut8NqtYJhGFgsFqm3j7isoaEBdrs9ZrzFYknYj8PhkMrwT9UjaC6hOioEQRAEscgxm80wm81wOp3o6emRevU0NjaiqqoKTU1N0tjOzk6YTKYY4RK9LrqpYXNzM9ra2jI6d7KoEARBEMR5QktLi2QVAYA9e/bEiBQAqK+vh9lsTrr9nj17Mj7HeMiiQhAEQRDnCM/z4DjPvB+XZTVgGCbt8QaDAbt378b27dvhdDrR3Nw8o+MZjUZYLBZ0dHTA4XCgrq5uplOeMdQ9mSAIgiBmQLKuwKGQG395eeO8z+Xarfsgk2lnvJ0oMLq6ulKOYRgG8RLB6XRi27ZtsNvtaGpqmtLtQ92TCYIgCIKYFWazGTabDTabbUbb2Ww2tLS0oK2tDe3t7TO2yMwGcv0QBEEQxDnCshpcu3Xfghx3pnR2dqKxsRFFRUVobm5Gb29vWts5HA50d3ejpaUFAFBbWwuLxQKr1SoF52aCnBYqoklqfHx8gWdCEARBnC/4/X5wHIdQKIRQKBS1RjXvc+E4bkbjnU4n3n//fdx6663YvHkz2tracN999+F73/te0vHRf19PTw8sFou0bOXKlbBarRgeHsbKlSuTbstxHFwuF/x+f8w68b6dTvRJTguV4eFhAEBFRcUCz4QgCII4X1i5ciUeffRReDzzHzx7rvzwhz/El770Jbz55psAgIceegif+tSncOWVV2L58uUJ41955RXo9XoAgFKpxJNPPhljPTl06BBqa2ul/cUzNDSEm266CcePH0+6fnh4GAUFBVPOOaeFitFoBAD09fVN+4eK1NTUoLu7O+1j0PjcmAuNz63x2TQXGr+w48fHx1FRUYETJ06klRSRDXP3+/0YGBjAqlWrcPToUaxbty7t/R86dGhBxttsNuzevRsvvPACbrrpJtx2220AgKeffhoA8NWvfhXbt2/HfffdFxO78uyzz6Kmpga33XYbLrnkEgwODsJms8FgMAAAvvGNb6R0+3i9Xvztb39DT08PlEplzLqxsTGsWLFCuo9PRU4LFZYVYoELCgrSzvqRyWQzyhCi8bkxFxqfW+OzaS40fuHHA0B+fn5a22TD3L1eLwYHByGTyaRtZsJCjL/hhhtwww03JCxvaGjAQw89lHTs97///YTxl19+OTZs2JD2PBiGQV5eXkLWj4h4H5+K8y7r55577qHxczQ+m+ZC43NrfDbNhcYv/PhM7jvT40tLS2n8FIhuo3OB6qgQBEEQC0YuXsenqg9CRKA6KgBUKhUefPBBqFTzH2lNEARBnDt0HT8/mcn/e05bVAiCIAhiviGLSnrM1feU0xYVgiAIgiAWNyRUZonD4UBrays6OzvR2toKp9OZdJzVak25jhCw2+2wWCwzXkckJ9V3JnZMFc9Zh8OxALPLLex2O1pbW9Ha2oqGhoaY37LdbofdbgcgfLfie4KYD3w+H/r7+zEyMoL+/n4Eg8GYdYODg9I6n8+3gDOdA3hiVpjNZul9b28vX19fnzBm7969PAB+dHR0HmeWW3R0dEjf00zWEcmZ6jtraWmJ+dzU1DRf08pZor+zlpaWmN99U1MTD4AHwNfW1tLv/DzC4/HwBw8e5D0ez4LN4cCBA9J7r9fLv//++9LnM2fOxIw9duzYvM0rmrn6nsiiMgvin0RNJlPSxk4OhyOj/Q8WA/X19TCbzTNeRyRnqu9sz5498zyb3MZut2PXrl3S5/r6etjtdun3b7FYMDo6itHRUXR1dUkFsAgi08RbSFQqVUwrmZGRkfmeUkYhoTILbDZbQjU9o9EYY/rt7OxEfX39fE+NIFJiNBphsVjgcDhgs9mkNu9EcsxmM3bv3i19Ft0+0b99g8FAAoWYd8bHxyGXx9ZrlcvlmJyclN4fPHgQPp8P4+Pj0Ov1sNvtsFqtYBhGug4AkJY1NDTE3MOmciFbrVa0t7fPW2hDTlemXShS/ceIKtbpdNLFi8g6Ojo6sG3bNlRVVaGpqQltbW0LPaWsJ/phY8+ePaitrZV+206nE52dnQCA7u5uNDc3kwWVmBdiGyEmLjeZTDh8+DD27duHkpISrFy5EkajEWazGU6nEz09PdK52tjYKF0TRDo7O2EymZLGXdXV1WHv3r0wGAyS+Mn0tYSEyhwiCpjHH3885j+dILIBm82GlpYWOBwONDc3AwCJlTQRRcnevXulZU1NTZJoMZlMqKurQ29v7wLNkCAgBdSOj49j+fLl8Pl8UjNAsbtxS0sLKisr0d7ejqamJuzZswctLS0x+0nlDRBDHMTz3mw2o729nYRKNmIwGBJ8gCMjIzAYDLDZbLj99tsXaGYEkRyHw4Hu7m7pglRbWwuLxQKr1UpWgDSwWq0JcSgOh0OKBzKZTHA4HBSXdh7D8zzcHDcvx/IxDCYCAUyGQtCyLBiGQTAYhFwuh8/ng9vtljoh5+fn4+DBgygrK4NKpYLBYMDu3buxfft2OJ1O6aElHVJ5E+x2e0bjCUmozILa2tqkCrK6uho9PT14/PHHpWUOhwO7du1CY2MjBYYSC4bdbkdNTY302WQyYefOnZQ6nwatra2SoBO/L4fDgW3btmF0dDRmbDqdYInFiZvjUPXKvvk96Nl96L1mI3ThJoRarRbj4+PQarXSEJVKhfLycgSDQakKbH19Pdra2tDV1YUdO3akfTiz2RyTTCK6hjIdvEvBtLMg/onJ4XCguroaBoMBtbW1aGpqkl4A0NzcTCIlDaa6adINdeZEf2dmszmhdf3w8DCdl9PQ2dkJs9ksiZTHH38cBoMBJpMpxlxus9lQX19PsWnEguDz+aDT6SCXy6HT6eB2u2PWB4NB6HS6mGVmsxk2my1pxmoqxPO+vb0dTqdTEi2ZFuhkUZklHR0dsFqtqKmpQXd3Nzo6OmLWO51OtLe3AxB8giRWkmOz2dDV1QUA2LVrF2pqaiT/6FTriOSk+s7EGIrW1lbpZjoTk+/5iMPhQENDQ8wyg8EgxaZUV1dL32dvb2/CNYA4v9CyLHqv2Thvx/P7/BgaGoLX6YTH45EeoFUqFfLz89Hf3w9Z2NJSUlISs21nZycaGxtRVFSE5ubmGcVW7dixQ3Jz1tbWAkh8eJ9rqNcPQRAEQcyAXO71Iz5Eiy6fqqoq1NfXJwTUAgDDMIiXCNFxWHa7Hdu3b48JMo+Gev0QBEEQBDEjdu3aFROX0tHRMWVLjXi3u8VikZa1tbUlFThzDQkVgiAIgljk2Gw2NDQ0SP2+RHp6egBAcg2LY61WKwBB2ESPb2lpgc1mQ3t7OxoaGiT3TyYh1w9BEARBzIBcdv3MJ+T6IQiCIAhi0UNChSAIgiCIrIWECkEQBEEQWQsJFYIgCIIgshYSKgRBEARBZC0kVAiCIAiCyFpIqBAEQRAEkbWQUCEIgiAIImshoUIQBEEQRNZCQoUgCIIgiKyFhApBEARBEFmLfKEnQBAEQRC5Ds/z8ARC835cjUIGhmHm/bjzCQkVgiAIgjhHPIEQ1n/ruXk/7sGHb4BWOf2tvLOzE1arFWazGR0dHXA6nbBYLKivr0dLS8s8zHT2kFAhCIIgiEVOfX09RkZGsHfvXgCAwWCA1WpFU1PTAs9sehie5/mFngRBEARB5AperxdHjx5FZWUl1Go1gNxx/RQWFmJ0dBQOhwNOpxNmszljc0v2Pc2GrLao2Gw22O127Nq1C9XV1Whpacnol0oQBEEQs4FhmLRcMAtNU1MT2tvbYTQaUV9fv9DTSYuszvqpra3Fjh07YDQa0dzcTCKFIAgiR7Db7WhubgbDMLBarWhvb0dra6u0zOl0Jt3OZrOhqqoKnZ2d8zvh84Tm5uasj0mJJ/vlH0EQBJFzmM1mSaDs3LkTBoNBWmexWOBwOJI+fNbW1qK2tnYeZ3p+YTKZYDabc8aaAmS5RYUgCILIXYxGY9Llt99+O0ZGRlJuFy1qiLmnsbFxoacwI3LSotLZ2QmDwQCHw4He3l7JjGWz2WC1WtHc3AyTyQSHw4Guri50dHQs8IwJgiAIu90Ok8kEg8EAk8m00NM5r2hubkZDQwOMRmPOhVHkpEWloaEBJpMJTU1NcDqdki9TNBl2dXWhtrZWWm+32xd4xgRBEMSePXuk9yaTCTabDa2trVKNj2i6urpgs9mkdaliWoj0aGhogNPpxMjISM6JxJy0qIyOjkoWlZGRETgcDmldUVERioqKpM8Gg2FKEyNBEASRWdrb2wEIVu+dO3cCABwOB6xWq1TXY2RkBK2trdixYwcAoKqqSopVMRgMaGhoQFdX1wLMfnGQy3E/WSlUnE4nHn/88ZSFaHbt2oWioiLU19fnnDIkCII432hqaoLBYIhxObS1tcFoNMJms0nLuru7pffRcSq1tbWoq6uD0+mk+JXzkKwUKmKsiei6cTgckiARa6uIytrpdKKoqAg2my2nFSNBEMRiJ/4abTabY5blQpVUYv7JSqEipk3ZbDZ0dHSgra1NUuLV1dUwGAySCm9oaEBbWxtMJhPsdrvkA62trYXD4YDdbpfWk/WFIAhi/pjK7d7Y2Ijt27fHLIt+4IyOSbHb7aitrc06awrHcQs9haxmrr4fKqFPEARBzDniQ2J7ezuamppQV1eXULvDZrOhq6sLNTU1ACCJEavVipqaGpjNZjidTvT09OD222/PGqHCcRyOHDkCmUyGkpISKJXKRd/BeCbwPA+/34/BwUGEQiGsXr0aLDv73B0SKgRBEAQxQ/x+P86cOQO3273QU8latFotysvLoVQqz2k/JFQIgiAIYhbwPI9gMIhQaP6bEWY7MpkMcrl8TixNJFQIgiAIgshacrLgG0EQBEEQ5wckVAiCIAiCyFqyKj3ZbrdLacfd3d3YvXu3FOXtcDjQ2dkp9fARCwhNt524fvv27VIFRIIgCIIgcoOsEio2m00qn9za2opt27ZJ4qKhoUF673A4sH37dqnZ4FTbieKG+v0QBEEQRO6RNcG0drsd27Ztw+joKABBjFRVVaG3txdArFABgMLCQoyOjk65XXSBN4ZhkCV/KkEQBEEQaZI1MSpmsxm7d++WPotVCcVeEEajMWa80WiE3W6fcjuCIAiCIHKbrBEqAGKqFu7Zs0eqUpiqvbdYnjnVdgRBEARB5DZZFaMi4nQ60dnZOW3wa7yASXc7giAIgiByg6yyqIhYrVZ0dXVJVhGDwZDQ3GpkZCTBahK/HUEQBEEQuU3WCZXW1lZYrVaYTCY4nU44nc6E1uAi1dXVU25HEARBEERuk1VCpbOzE2azWRIbjz/+OAwGQ0z2DiBk9lRXV0uWk1TbxUPihSAIgiByi6xJTxbTiqMxGAwxacdtbW2oqalBd3c3du7cCYPBMO12Yhvx1tZW7NixAzU1NQmtxgmCIAiCyE6yRqgQBEEQBEHEk1WuH4IgCIIgiGhIqBAEQRAEkbWQUCEIgiAIImshoUIQBEEQRNZCQoUgCIIgiKyFhApBEARBEFkLCRWCIAiCILIWEioEQRAEQWQtJFQIgiAIgshaSKgQBEEQBJG1kFAhCIIgCCJr+f8B3qKy+SUvRjoAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pd.concat(data, axis=1).plot()" ] }, { "cell_type": "code", "execution_count": 9, "id": "96b17549", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([, ], dtype=object)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "y[\"TDA anomalies\"] = anomaly_score\n", "y.plot(subplots=True)" ] } ], "metadata": { "kernelspec": { "display_name": "env-tdaad", "language": "python", "name": "env-tdaad" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 5 }