From 17ac8dfb8aa930adf8e55bd469b26ec152c00099 Mon Sep 17 00:00:00 2001 From: Marcos Duarte Date: Tue, 8 Aug 2023 20:36:44 -0300 Subject: [PATCH] similarity --- functions/simila.py | 2 +- notebooks/Similarity.ipynb | 138 ++++++++++++++++++------------------- 2 files changed, 70 insertions(+), 70 deletions(-) diff --git a/functions/simila.py b/functions/simila.py index e3af1ea..9726561 100644 --- a/functions/simila.py +++ b/functions/simila.py @@ -198,7 +198,7 @@ def similarity(y: np.ndarray, axis1: int = 0, axis2: int = 1, threshold: float = >>> ysn, ikeptn, inotkeptn, scoresn = similarity(y, repeat=False) >>> fig, axs = plt.subplots(3, 1, sharex=True, figsize=(8, 8)) >>> axs[0].plot(y, label=list(range(n))) - >>> axs[0].legend(loc=(1.01, 0)) + >>> axs[0].legend(loc=(1.01, 0), ncol=2) >>> axs[0].set_title(f'Original vectors (n={n})') >>> axs[1].plot(ysr, label= ikeptr.tolist()) >>> axs[1].set_title(f'Vectors maintained with repeat selection (n={len(ikeptr)})') diff --git a/notebooks/Similarity.ipynb b/notebooks/Similarity.ipynb index f0d01b6..b2a83c7 100644 --- a/notebooks/Similarity.ipynb +++ b/notebooks/Similarity.ipynb @@ -30,7 +30,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last updated: 2023-08-08 18:09:03\n", + "Last updated: 2023-08-08 20:35:01\n", "\n", "Python implementation: CPython\n", "Python version : 3.11.4\n", @@ -44,9 +44,9 @@ "CPU cores : 16\n", "Architecture: 64bit\n", "\n", - "numpy : 1.25.2\n", "sys : 3.11.4 | packaged by conda-forge | (main, Jun 10 2023, 18:08:17) [GCC 12.2.0]\n", "matplotlib: 3.7.2\n", + "numpy : 1.25.2\n", "\n" ] } @@ -79,7 +79,7 @@ "text": [ "Help on function similarity in module simila:\n", "\n", - "similarity(y: numpy.ndarray, axis1: int = 0, axis2: int = 1, threshold: float = 0, nmin: int = 3, repeat: bool = True, metric: Callable = , drop=True, msg: bool = True, **kwargs: Callable) -> tuple[numpy.ndarray, numpy.ndarray, numpy.ndarray, numpy.ndarray]\n", + "similarity(y: numpy.ndarray, axis1: int = 0, axis2: int = 1, threshold: float = 0, nmin: int = 3, repeat: bool = True, metric: Callable = , drop=True, msg: bool = True, **kwargs: Callable) -> tuple[numpy.ndarray, numpy.ndarray, numpy.ndarray, numpy.ndarray]\n", " Select vectors in array by their similarity using a metric score.\n", " \n", " For example, if `y` is a 2-D numpy.ndarray, with shape (n, m), `axis1`=0\n", @@ -126,7 +126,7 @@ " nmin : integer, optional, default = 3\n", " If greater than 0, minumum number of vectors to keep.\n", " If lower than 0, maximum number of vectors to discard.\n", - " repeat :bool, optional, default = True\n", + " repeat : bool, optional, default = True\n", " Whether to calculate similarity `metric` repeatedly, updating the\n", " score calculation each time a vector is discarded.\n", " With `repeat` True, the output `scores` will contain at each row\n", @@ -189,7 +189,7 @@ " >>> ysn, ikeptn, inotkeptn, scoresn = similarity(y, repeat=False)\n", " >>> fig, axs = plt.subplots(3, 1, sharex=True, figsize=(8, 8))\n", " >>> axs[0].plot(y, label=list(range(n)))\n", - " >>> axs[0].legend(loc=(1.01, 0))\n", + " >>> axs[0].legend(loc=(1.01, 0), ncol=2)\n", " >>> axs[0].set_title(f'Original vectors (n={n})')\n", " >>> axs[1].plot(ysr, label= ikeptr.tolist())\n", " >>> axs[1].set_title(f'Vectors maintained with repeat selection (n={len(ikeptr)})')\n", @@ -222,7 +222,7 @@ "text": [ "Help on function mse in module simila:\n", "\n", - "mse(y: numpy.ndarray, target: numpy.ndarray | None = None, axis1: int = 0, axis2: int = 1, central: Callable = , normalization: Callable = ) -> numpy.ndarray\n", + "mse(y: numpy.ndarray, target: numpy.ndarray | None = None, axis1: int = 0, axis2: int = 1, central: Callable = , normalization: Callable = ) -> numpy.ndarray\n", " Mean Squared Error of `y` w.r.t. `target` or `central` along `axis2` at `axis1`.\n", " \n", " Parameters\n", @@ -302,16 +302,16 @@ "output_type": "stream", "text": [ "Calculated threshold: 3.0\n", - "Vectors discarded (dimension 1, n=5): [8 4 2 0 6]\n", + "Vectors discarded (dimension 1, n=5): [6 0 2 4 8]\n", "Calculated threshold: 3.0\n", - "Vectors discarded (dimension 1, n=2): [8 0]\n" + "Vectors discarded (dimension 1, n=3): [6 0 2]\n" ] }, { "data": { - "image/png": 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EQWgU9TfvUxCEK9nmzZulUaNGSUFBQZJSqZQCAwOlkSNHSps2bTql7cmKJkVFRWd87O8sFov02GOPSYGBgZJWq5W6dOkibd68WTIajdKjjz5a2+5M1U4MBsN5neerr76S4uPjJY1GI8XExEhTpkyRZs6cKQFSWlpabbvzqXbyd+PGjZMAqXv37mds89VXX0mdO3eWDAaDpNPppNjYWOm2226TduzYUafdH3/8IfXu3VsyGAySXq+XEhISpKlTp9Y+brVapTvvvFMKCAiQZDJZnb6bzWbp6aefliIjIyWVSiWFhIRI9957r1RWVlbnHJGRkdKQIUNO6eNvv/0mDR48WAoLC5PUarUUGBgoXXfdddL69evP+RysXLlSAqRt27bV2X4hr8/FOllR5XT/Zs2aVadtfn6+dNttt0m+vr6177U///zztMft2bOnNGzYsMvSR0EQzk1UOzk9mSSJ1QYEQah/mzZtonv37nz33XeMGzeusbsjnIfWrVvTvXt3pk+f3thduWTHjh2jadOmLFu2jAEDBjR2dwThP8FisZCWlkZ0dPQZJ3BfLS7kWkXwLQjCZffnn3+yefNm2rdvj06nY+/evbz11lsYjUb27dt31f8SvlosXbqUESNGkJqaetFVW64UEydOJDs7mz///LOxuyII/xki+D49kfMtCMJl5+XlxfLly5k2bRqVlZX4+/szePBgpkyZctX/Ar6aDBo0iP/7v/8jLS3tXx18OxwOYmNjL3oSsSAIwuUkRr4FQRAEQRCEy06MfJ+eKDUoCIIgCIIgCH+zbt06hg0bRmhoKDKZrHYNh8tBBN+CIAiCIAiC8DfV1dW0adOmtizs5SRyvgVBEARBEISGIUlgr2mcc6v0cB4rNQMMHjyYwYMH10s3rujg2+VykZubi6en53ktay0IgiAIgiA0LEmSqKysJDQ09NwLqdlr4M3Qs7epL8/lgtrQOOf+mys6+M7NzaVJkyaN3Q1BEARBEAThHLKysv7VlZEayhUdfHt6egLuF9PLy6uReyMIgiAIgiD8U0VFBU2aNKmN285KpXePQDcGlb5xzvsPV3TwfTLVxMvLSwTfgiAIgiAIV7DzShGWya6I1I/GJKqdCIIgCIIgCEIDuaJHvgVBEARBEAShoVVVVXH06NHan9PS0tizZw++vr5ERERc0rFF8C0IgiAIgiAIf7Njxw769u1b+/Njjz0GwO23387s2bMv6dgi+BYEQRAEQRCEv+nTpw+SJNXLsUXwLQjnyemSWHIgj5IqG93j/IgN8BD15wVBEARBuCAi+BaEc5AkidUphUxdkkJKQWXt9jBvHb3jA+jdLIBusX54alV19nG4JGSAUnF+85o35mwkUB9IU5+ml/sSBEEQBEG4QojgWxDOYm9WOVOWHGbL8VIAjDoVLcO82J5eRk65me+3ZvL91kwUchl6lQK7y4XD6Q68ATw0Sl69PpEb25990YFj5ce4Z8U9yJAxsulIHkx6ED+dX71fnyAIgiAIDUsE38K/2pGCSmL8Dec9ugxQXmNjb7aJPZnl7M0u53BeBRqlHD8PDX4GNX4eGgI81Bwrqub3/XkAqJVyJnaP4r7ecRj1Ksw2J1vSSlibUsTaI0WkFVdTaXWccq4qq4Mn5+/FU6tkYGLwGfuUU5UDgITEgtQFLEtfxj1t7mFc83GoFKoz7icIgiAIwr+LCL6Ff63P1h7jrSXJdIj0YeaEjhh1Zw5SLXYn7y5PYcXhQtKKq0/bJr2k5pRtMhmMTArnsYHNCPPW1W7XqRX0jQ+kb3wgAHkmMxa7C6VchkohR6mQoZTLePOPw/y4I5sHftjNN5M60SXm9KPZJqsJgGhjNFqFlsOlh3lnxzvMPzKfpzo+Rc/wnuf9vAiCIAiCcOUSwbdwRcksqSGjtJoecf5nncyYW27mgxWpAOzIKOPmL7bwzR2d8PfQnNK2sNLC5G92siervHZbtL+BNuFG2jbxplW4EZcExZVWiqttlFRZKa6yIklwa5dIWoSce3XVEKPutNvfHNGK8ho7yw8VcOfXO5g7uQstw4yntCuqKQMgWBvD9IHvsujYIj7Y9QHpFenct/I+bku4jSc6PHFREzxdkovDJYdp5tNMjKILgiAIQiMTwbdwxdidWcb4mduosjqYMrIVN3c6cxH7KUuSMdudJIR4UVhp4VBeBTd9vpk5d3Qm9G8j1IfzKrhj9nZyTRaMOhWv39CSnk398darG+KSUCrkfHhzErd/tY2taaVMmLWNn+7pRrS/e2nd4iorszem83XyXvCGTUdqSGtXw8imIxkQOYDP9n7GN4e+4ZtD3+CSXDzV8akLCsBNVhNPr3+ajTkbae3fmk+v+RSj5tTgXxAEQRCEhiGWlxeuCPuzTdz2lTvwBnh18UGOFlaetu22tFIW781FJoO3R7Xmx7u7EmrUcryomtGfba5NK1lxqIAbp28i12Qhxt/Awvu6MaxNaIMF3idpVQpm3N6BhBAviqtsjJ+5lR3ppbzwy366v7WKj1cfxeaqAsBm13LXNzsxme14qj15suOTvNz1ZQDmHJ7DlG1Tzrvu6OGSw4z5bQwbczYCsK94HxOWTqCwpvCs+1nsTqwO5yVcsSAIgiAIZyKCb6HRHcqtYPxXW6m0OOgU5Uv3OD8sdhcP/rDnlCDQ6ZJ4+deDANzcKYKWYUZiAjz46d5uxPgbyCk3M/qzzUz54zB3fbuDGpuT7nF+LLyvOzEBHo1xeQB4aVV8PakTUX56ssvMjPpsM3O2ZGJ1uGjTxJvOcVp3O5UXacXVPDJ3N84TFVNGNRvFq91eRYaMH5J/4I2tb5wzAF90dBHjl4wnpyoHL2UQFIxHL/flaPlRbltyG1kVWafdL7Okht7/t5qB76+jpMp6eZ8EQRAEQRBE8C00rtSCSm6duZXyGjtJEd58NbEj79/UFl+DmsN5FUxdklKn/dztmRzOq8BLq+SJgfG128O8dfx4T9cTo8tWPl93HEmCWzpHMHtiJ4z6xs91DvDU8O0dnQnycuel94kP4Ie7uvDLfd0w6GwA3N4lAY1SzuqUIt77869rH9l0ZG0APi9lHk+teZnlB/NwOF11zmF32nl9y+u8sPEFrE4r3rQm5+DdVJYmUnjkTnzVIeRU5XDb0ts4Unakzr41NgeTv91BQYWVjJIanv15f72t7iUIgiAIV7IpU6bQsWNHPD09CQwM5IYbbiAlJeXcO54HmXQF/3WtqKjAaDRiMpnw8jr3pDfhymR1OHG6JPTqulMMjhdVMeaLLRRVWmkVZmTOnZ1rK5asSi5g0uwdAMya2JG+8YGYauz0eWc1ZTV2XhmWwITu0aecy2S2c9fXO9iVWcbzQ1owoVvUFbcKpanGToXFThNffe22W36/hX3F+/ig7wdUlMTzyLw9AHwyrh1DWofUtvtqz4+8v/d1QMJekYinMpAWYUp8PJxU2avIqcohpyoHGTL01YPIz+yJSqGga6w/644UodVWE9vqezKrjuGp9uTT/p/SNrAtkiTx0Nw9LN6bi69BTaXFjt0p8X+jWjO6Q5MGfoYEQRCEf5MzxWsWi4W0tDSio6PRarWN2MMLN2jQIMaOHUvHjh1xOBw8//zz7N+/n0OHDmEwGE5pfyHXKoJvoV4t2pPD8wsPUGV1oFcrCPDU4O+hwd9DzZ6scgoqrLQI8eKHuzqfkov9yq8Hmb0pHX8PNUse7sUnq48ye1M6zYI8+OOhnmes7S1JElVWR50VJ690QxcOJaMig9mDZtM+qD1v/H6IGevT0KkU/HxfN3z0aj5alcq87VngsRNt6E/IZKf/6OoUHtRkj6GqvCnBXlo+vbUdbcK9mTR7O2uPFBHqIxGZ+AMHSvahkqtoG9gWzFGs3e+BzBrJ93f0ZWdGGVOXJuOhUbLk4Z51vigIgiAIwt9djcH3PxUVFREYGMjatWvp1avXKY9fyLWKaidCvXA4Xby9LIUv1h2v3VZjc5JRUkPG3+ppNwvyYM4dnU47CfKZwc3ZcryE5PxK7vxmBwdy3LWwXx6WeNZFdWQy2b8q8Ia/6nwb1e5KJE8Pas7hvEo2HC1m/MxtVFrsWB3uFJPewddybVJXjlRt5nihg70ZFmosaiSXFh+tF0UlQUhOA52ifflkXDsCPN1pLh+OTeKGTzeSVlxNaM5d9Ij9kQ0569mevx3Yjj4CQMZb+79jSPRQOkTFsyO9nMd+3MPcyV1RyK+sOwiCIAjCv48kSZgd5kY5t06pu+i74SaT+++0r6/vJfdDjHwLF8XhdJ0xAC6vsfHgD7tZn1oMwH19Yrm7dyyl1TaKq6zuetpVVlwSXN8mFB/DmauPpBZUMvSjDbWB56DEYD4b3/7yX1Ajckkukr5NwiW5WDV6FQH6AADKqm1c/8kGskrdv6Q6RPrw5LXxdP7HQj3VVgffbM7gi3XHKKuxAzCpezTPXtcc1T9eo6OFldzwySaqrA7Gd4lgUJKM+xYswKo4jpdPNmbpr0oo4+Pv5pslTamyOnh6UHPu7RNbn0+DIAiC8C91ISPfNfYaOn/fuVH6uXXcVvSqC7+TK0kSw4cPp6ysjPXr15+2jRj5FurV20uTmb72GAkhXvRo6k+vpgG0j/RBq1KQnF/B5G92kllag06l4P9Gt2Zo61AAjDpVbX3r89U0yJMXhybwwi8H0CjlPD+kRX1cUqOqslfhktxfLrw0f/3S8jGo+XpiJ77ckMaAhCD6NAs47Td2g0bJvX1iGd81kp93ZRNq1HFNQtBpzxUX6Mm0MW2569sdfLslk2UHNZgqO9AqrD8/3dyVKkcZC1MX8uHuD/k25XNu6Pk4c1YE8N6fKfRq5k9iqKgRLgiCIPy3PPDAA+zbt48NGzZcluOJkW/hgszemMYriw+dsl2rktMxypedGWXU2JyE++j4YnwHEkIv/XWTJImfdmYT5q2je5z/JR/vSpNdmc3gnwejU+rYdsu2BjnnRytTefdPd7UTX4OaxQ/2IOxvixO9t/M9Zh2YhVKmpBmPsPWQP82CPPj1gR5oVYoG6aMgCILw73AhI9//trSTBx98kF9++YV169YRHX1qoYeTxMi3UC+WH8zn1d/cgfdD/ZsS7a9nfWox61OLKaq01qaZdIv145Nx7c6aTnIhZDIZN13FFTdMNncemZe64b5gPtAvjpxyM38eKuDjce3qBN4Aj7R7hPyqfJakLyFdOR1fn/s4UgBvL03hpWEJDdZPQRAE4eoik8kuKvWjoUmSxIMPPsjChQtZs2bNWQPvCyWCb+G87M4s46G5u5EkGNc5gkevaYpMJmNEUjiSJJFSUMmG1GLkMhm3dY0864RIoa7ayZYNuOy7TCbjrRtb88YI6bQTKeUyOa/3eJ0icxE7CnZgbDKLssq7+GpjGv1bBF70HYiimiK8td6o5P+uCbGCIAjCf8v999/P999/z6JFi/D09CQ/Px8Ao9GITqc7x95nJyIk4ZwySqq54+sdWOwu+sYH8Nr1iXVu28hkMpoHe3Fnzxgm9YgWgfcFqrBWAA0bfJ90tgomaoWaaX2nEWuMxWQvJiR+DsgtPPHTXkwnJnZeiKXpSxkwfwA3/nrjGVfYFARBEIQrwfTp0zGZTPTp04eQkJDaf/PmzbvkY4soSTir0mobE2Ztp7TaRsswLz4e104E15fZyZHvhkw7OV9GjZFPr/kUf50/la4sfKK/Ia+ynJd+PXBBx0kuTebFDS/ilJykmdIY98c4duTvqKdeC4IgCMKlkSTptP8mTJhwyccWUZRwRtVWB3d9s4O04mrCvHV8NaEjBo3IVLrcTuZ8N8bI9/kI9Qjl0/6f4qn2xKE+jj7iSxbtO8qve3PPa/8ScwkPrXoIi9NC55DOtPBNoNxazl3L7+L9Ld/x56EClh7Iw+501fOVCIIgCELjE5GUcFp5JjN3zN7BobwKvLRKvp7UkUDPf/fqVFeqfy6wcyVq4deCmQNnMvnPyZSTjT5yBs8vktMx6jpCjHVz3+xOF0sO5LMvq5ziqhq2Wt6kSpaH3BHAxo3XYbbJ0Ib+BF77+SrlLazFW7AVDWRMh0imjmrdSFcoCIIgCA1DBN/CKfZmlXPnNzsoqrTi76Fmxm0diAv0bOxuXbVq0040V17ayd+18GvBV9d+xV3L76KEPJzBn/LwTwbmTroWuVyGxe7kxx1ZfLHuONll7jJSmuBfUPukIjk1VGaMx2Vzr7Zpy70ZtSsIyXsFGv81KDRFzNs1mm5xfgxvG9aYlykIgiAI9UoE30Idv+3L5fEf92J1uIgP8mTmhA6E+1z5JYH+za70tJO/a+rTlNmDZjNh6R2UUMhB21u8vcKIpyqAWRvTKK6yAeDvoSYx/hC7arYAMiY3f5Ge1/TC16DGW6/GU6NELh/G4mOLeXnTy+B5EENsJs8tH0LrsIeJDvBo3AsVBEEQhHoicr7/Y4rNxSxNW4rT5ayzXZIkPlqZygPf78bqcNGveSAL7usmAu8GUFvt5ApOO/m7KGMUc677GqMqCLm6hG8zn+Sjfa9ToVuEf9hmxvQt4KlRFewzzwbg4XYP8VC34SRF+BDpZ8CoUyE/UWVlWOwwvrr2KyI8I5ArK5EHzWX0r7eyr/BgI16hIAiCINQfEXxfpSotdr5Yd4zUgsrabWaHmYlLJ/LkuidZk7WmdrvD6eLxH/fWrnh4Z49oZtzWAQ8xufIULqsVl812Xm1tZgdHd+XjsDnP2q4x6nxfqnDPcH66/ls0UhBylQmV9040/muxei3ij/z3+d/WV3BIDgZFDeKOlnec9VhtA9uycPhCJiXcDy41VuUxbllyM69veb32uREEQRCEq4WIrq5CNoeLyd/sZPPxEj5adZRvJnUiKcKH/9v+f6RXpAOQXZUNgNMl8fhPe1m0JxelXMb/bmjJzZ0iGrH3jUCS4DyWm3UUFZE+7hac5eUEv/QSxmFDz3JIiQVTPiQ3ZRVKtS9RbRJpktiCkLh4AqJiUKr+WmTGZDNhsCcyaZ8K3117uAs9PcJ8CIjwxMNHc8FL4TaUEI8Qlo+Zz7yDS1CqqymzllJqKaXUXEqJpYRwj3Be6/7aefVfrVDzaMd7iFT34Lm1b6Ey7mVeyjxWZa7ix2E/4q+7uEV9BEEQBOFKI4Lvq4wkSTyzYB+bj5cAUGlxMH7mNh6+3spPR36qbWeymnC5JJ6av6828J5+a3sGJAQ1VtcvG2dZIda9G9F1vw6ZSnP6RpIEmZthx1dIh35DljQOrnsH5Ke/GeSy2ch+6GHsWe7FYXKffJKqtWsJfulFXDodW7duJTQ0lJiYGAA2z/+e3JRVADhspRzdvp6j29cDoFAqaZLYmoF3P4TB25fQ9LYcjB1HiVpOiRqeooaWu8vo97WZIIWCwEgvOl8fTWDklTch01fnzb0dbr5sxxvZpiWHsp5j1q4V6EN/pogiPtv7GS90eeGynUMQBEEQGpNMkiSpsTtxJhUVFRiNRkwmE15eV17gcSV6b3kKH646ikIu45NxSczamM62rHQMMdOQKWrw1nhTbi1nVNPRmPNuYO72LBRyGR/fnMTgViGN3f1LJpmr+GX0ENJ1HoRWV9ImXE3cjUNQth8GfrFgMcG+eUjbvyI3M4fdZaHstzWhvTaDAdd1RTbsg1MCcEmSyH/pJcp/mo/c0xPvG2+k9NtvwelEGRpC6oQJbDt+HIC+ffuiNxWz7rtZACh1PVHrgrHVZONy5qOQF2K3VgOgN/rgHT6KH/0D2dxCh8Eh0VWpZaVkRZKB0iHR9VAxnfZswUPfhsH3dCOq1dU/AmxzuBj92SYOlO5GH/kFCpmSRTf8QqRXZGN3TRAEQTiNM8VrFouFtLQ0oqOj0Wqv7nLFF3KtYuT7KvLj9iw+XHUUgDdHtGRQyxB6NPVjwPfTqJLXIFnDGBB9PT+lTWdTWgYp+7OQy2DamLZXReANcPTxWziu9wCZjGxPL7JN4P3R7zR3zaZlvB29TzkppQZ2l4VSaGnLobjW/NFvFAmpe1Ev/YDe8seRDX2vThpK2Q8/UP7TfJDLCXvvXTx69sRr0LXkPPkURRUVLC4sZWXHa9A6bGxNLyAi5zhRKjV+Pt2w29sx6N7WHN9dSPLmfCRJIi5JIj/1R6pKcjnkuYbNPW8HYKqzjOGJzTnk6c0LKVlsrzSzvnUAu+L6YKyoZGZyGp4lBWg9VLiQCNOo+bBFBB5KRWM93fVCrZTz0c3tGPJhNY7K5uCZzP82vseXgz9o7K4JgiAIwiUTwfdVYt2RIp5duB+AB/rGMaajO297wdEfqJIfQiapqc4ew9yyfBTBkGkqQSaDd29qw7A2oY3Z9XOyWywsevcNvIND6T/pnjPmEJt//YwdR8vBx5MQb08Meg+O5+RSbtCyhSbsznAgZUVgU7jf9mUBofzZ70YkuZyD8UnMyboO3bJf6ax4Cga/DTIZ1du2UfDmFAACH3sUj549AdC1bUvUzz/zxYyvWNy6Gw6Fkgqg0MuX3RHNUHQeQESZk6gcBwM9lfS7rQW+4XrWLt7O4bxSMCThsBn5o+/1APTevo6Er6ZzTK9H8dhDDNm4ihDvYFZ3H0KlwYtq/Yk665IdKu0A7K000yq7iEejgs/+BFbkwrYZ0HoMBDa/tBejgUT46fnmjk7c+2MRVR4pbC1cxet/LuO5/gNrK6X8U2pZKnnVeZSYSyizllFmKaPUUoqn2pNH2z+KRnGGFCRBEARB+Ifp06czffp00tPTAUhMTOSll15i8ODBl3xsEXxfBQ7lVnDfd7twuiRGJIXx+MBmACSXJvPBLvdo4TOdnmKZK5oNOeXoAZmihrdvbM2IpPBG7Pn5ObDmTzL27SZj324iW7ahaeduAFRVVbFv3z4cDgfymjIKvl9KenQ0Mkmi2W130r5bD2pM5eya9x371q3AcuJ4ermCFjfdygvBCdgsdnxVCkrtTv7sOYzwH9PRLFtMW5kCe6sHyHn4EXA48LzuOkpateC3J+6norgQ37Am7I9K5LvW3XEqFCQcP0xU+kHSI+LJCI+lWqsnzU9Bmp+aQceO0n/lYcKyjiJ5uwNHCVjZti/VBk/8SgtI2ruavfEROKw2Che7c/NbOWsI3LWGHO8AXDJ3KozcKUdrCURpLOen5m34PCOPu8IDTjv6ba2pIXffVpau+o4PWt9CzxV/8sa1HgT6XfmvOUBShA/L7hvDyPkbKJQ28l3qp6Rme/Pu6Lb4e/wVSLskF69tfo0FqQvOeKxgfTATWk5ogF4LgiAIV4Pw8HDeeust4uLiAPj6668ZPnw4u3fvJjEx8ZKOLXK+/8UkSeL3/Xm88utBiqtsdInx5ZtJnVEr5eRV5XHPins4bjpO3yZ9+aDvB1gdLib9sID90v/wVPqz6ZbVjX0J5yS5XHz16N2U5+cB4OkXwO3vfMLufftYvXo1Vqv1jPsmJiYyfPhw1Go1ToedlIULKH5/Gr6lJt57/T3+8AshWK1iaYdmTNyfxu7KGiKyj3HTb7O4LjgZ7QF/rDkmKhPjORofTd6x1NpjJ8e15vd+o3DJ5UTnHOeGP75B6XQQZSkjMrOaxYOGcjC6KYdCoij1cJcQ9K0y0e/AdjpkprE4qRMbm7ZB6XLSYesb9NhnRSa5A3OZSyK8wsyxTp2wKrS09zOTlVlOkcYfSXmiSopTzU+de1Fi8OCGimx611RiNpupqjDhIZPQFGZTcPwodmTMGvMg5UZ3rriHy8LjsRHcERGM+gyTS680uZW5XLdwKE7JTk3mJHzlrfjo5iS6xPjVCbzlMjnxPvH46nzx1fjiq/XFZDPxy9Ff8NX6smTkEvQqUbdeEAThcvuv5Hz7+vryf//3f9xxx6kldEXO939AWnE1Ly06wPrUYgCaB3vy/tgElqQv5tdjv7ItfxsA/jp/Xu32KjKZDK1KwdQRXbnuZ7BLVY3Z/TOqqqqisLCQoKAgDAYDx3Ztpzw/D43BgEZvoLS6hg+nvU+1zY4EOKLiaFl4iKrDeRR4e4BMTkjzBHLyCzh48CClpaWMHTsWo9FIwuixmPSefLZwCX/4haCQJD5PjCRYo+LjhAj6b08hMzyWXS27IN8vkWAppjguhAKlA46lotRo6DB0BMktOvBbkRlJJiM+P41b/5xOlaSjWffeDL6+J64lr+G/fhFznQ+QkLuGTJ9A1rdoR6mHkfldrsE0xIutJe761V2OH6TYr5T8NiU0OxCEt4eSxBoFq4ISsCq0BGo0DL73BapKipn95AOY9V5IYTHYsNEmM4VVLdqzVBuA397dqE4snFQK6HJzUbpcHGrXhXKjP4aaKjyryskPDOfVtEK+KzBxY3Ux0p7tDB06lGbNmjXei34OoZ6h3NpiHF8f+hqv0GUUpcYxafZ25t/bhR/TptUG3m/2eJMhMUPq7Gt32dmRv4PsqmzmpcxjYsuJjXQVgiAIArgHDiWzuVHOLdPpLqp8r9Pp5KeffqK6upquXbtecj/qNfieMmUKP//8M8nJyeh0Orp168bUqVOJj4+vz9P+60mSRE65Gb1aiY9eVeeNYrE7mb7mGNPXpWCnHI2hmmvbaNEZNzB88ROYHe43tAwZnYI78ViHx/DR+tTu763xdh/HacHisKBVXjnfRG02GzNnzqSsrAwAHx8fnGXF2HwCiWvfkTJJjjk3D2x2VFote7oPZL1DTohHACOO/IQhN43otu0ZOflu0tPTmTdvHnl5ecyYMYOxY8cSHh5ORq++fKx1Ty69c9E8WnqMhE6diNVreTk2lGdTc1jX+VpCayqpinahrCxDXV5E266daTfubuZVO3ntWO6JwDuD71KeJvyx15Baj6l9neT3/oGh7Ro8v3YRUOnHa9xBWfFw3m7zIl8XVvNnSQUgo6W1isSc41gUnVF6LWbyuLYw+G2W//knJZs3o7LZ6Lj4N8oMBvwffJAeN93C2m9norZWE33tBNS7MtkZYcFk0JLlbSBh324cnt44jH7oYqIY7PqFT9s/B8D4mgI8fp5NfuumLO0wlKP4MlXmSVhUS5Zu3U+7kmpaR0bgr1bir1LS3EOHXnHljIzf2epOfk79mUpySGh6jEOpsYz/5Wls+k3IZXLe6PHGKYE3gEqu4u42d/PixheZdWAWY+LHiNFvQRCERiSZzaS0a98o547ftROZ/vz/Buzfv5+uXbtisVjw8PBg4cKFJCQkXHI/6jXtZNCgQYwdO5aOHTvicDh4/vnn2b9/P4cOHcJgMJxz//9a2onN4eL3/bnM3JDGgRz3kuNqpZwQoxajsRCbbgv5toM4MCFT1pz2GJFekVwfez3DYoYR4nFqBRNJkkj6Ngmn5GTFqBUEGeq3rrfDbmfLgh+wWcx4+vrj6eePp18Ann7+GHx8USj/+v63cuVK1q9fjxxwneWY8vJiNnQfxD7/urnLrQ7v4ON+3Yhv7v5glJWV8cMPP1BYWIhCoaDf0GE8alGTabHROz+Ll199CqXRSNRPPyLX6ch58SXu7NCH/bHx+FeWM2L3WhSShE0hpzjMm03RXSnGnfaRmHOcJ47OYnCXVjDozVP6mJ1cyqJpe/Ax2hjncRs4reARzOGhM3jdGk6lw8HnxfOZsS0fl9MXma6a5x97k2PHj/PDDz8AMNjbG6/PPgfAo3dvAp59hgVffED+sVRiO3TBL/Imvj56jN+6hqCvqeS+79+hrdnFloQ2OJRKUsJDWB3bmbY6Fd9FeDP70XsAiS4luUy96TF2xCbgOkPqSbhWxR/tmhGoUZ328cYwc/9Mpu2aRrA+hNLiaGz6TSDJ+F/317mh6fVn3M/hcnD9L9eTVZnFY+0fE6PfgiAIl9mFpJ24amoaNfiWX0DwbbPZyMzMpLy8nAULFvDll1+ydu3a0wbgF5J20qA530VFRQQGBrJ27Vp69ep1zvb/leC7rNrG99sy+WZzOgUV7hxmhVyGk2pUxj2ovLej0Oadsp9KriJAF4C/3p8Wvi0YFjuM1v6tz3lLpfe83pRaSpk/bD7xvpfxLkTKEig9Dp3vAbl7AuDqr2ew649Fp22u1Gi45o77SOzdn6KiIqZ/+ikuSaL7+g0EFhWxq1t78hQKdKERODU6/P396dC+HffuPERqZHOUDjvPzv6UtW3asq5jbwCC1EreahbO4ABvAIqra/h8yXJ2l5o4GhhOvtGPIDn8HBuA7NFHse7fjyoignKHgx1N4zgWGc2PHfphVakZ6DJjMpWz0ysAx4kKKR5WM22yUumes4f7I4+huW0BKE69gXR0ZyHLZhwgJM7IyFs1MH8SFKcAMujxCFirYPsMXvGOxFYxFLVLTWJiIsePH8dsNtO5c2cGDx5M2Q8/kP/Gm+BwIFOpkN18E38c2I7L6aRV/0HsXbOKL8c8iMnLh0kLv2f88sUcaJnIqq49WdjO/Zx8MvUFEgty2RHkRYHRAw+lgbymLahSqdFXWDkWGER2SBhmtQa5ty9FMjXVcmheJfHYcQdKyYrcZUUps9Hy2kSCExpnBVSLw8KQhUMorCkEQJJkWHJHc2vLkbxy/dknvyw6uogXNr6Aj8aHpTcuFaPfgiAIl9GFBN//xrSTk6655hpiY2P5/PPPT3nsis35Npncea6+vr4Nedorlt3p4q0lyXy3NQOL3T3WG+CpYVQnT/IV81mXswqbywaAQqYiRt+ZFp69Gd2mDdE+oXipvS7qTWTUGCm1lGKymi7fxVQVsW3JVEoUBgbl7UV2w3SO79lVG3i37j8Im8VMZUkxVaXFVJaU4LBaWf75h3j5B7Ji81ZckkRITi5RDjNVLidlpQVoZDL6Vlloeu/9WJEzOTmH1MjmKBx2Rv/+LR0P7MTmLCYs5wibbryLDJuDiQfS6eClp9juIN1sA78o8HN3U+5y0n3ner5dXY6ufTt8goPQlpeTHhWFS6HAy2HjbqWVD1GzXK4DHx0A4ZZymqcdIbooD4UkMcSwH81Nc08beANYqt3lADV6FQS3hMlrYNmzsHM2bHj/RCsZFRGx7CvYRo+CHhw8eBCA0NBQBgwYAIDPzTej79yZgtffoHrTJqRvviMuLoIjBhX7Vy5FDnTdu5+lPXuxYMBI7sv/iX5+m3k97j4Auh89RELGcSRJIrpCTb6Pkfxo98ztG+3LSfIwk/mDhcMhkexulwQyGVWKJszr0o5kDxnfyez0OmwDZICG46mHGPmcL/7hHpfvvXOetEot97e9n5c3vYwMGWOjn2RGsi+zN6XTIsSztrzm6QyJGcIX+74gszKTuSlzmdRyUgP2XBAEQThJJpNdUOrHlUSSpLMWejhfDRZ8S5LEY489Ro8ePWjZsuVp21it1joXVVFR0VDdaxSv/3aIrzdnAJAQ4sUdPaLpFq/h7hV3kGZKAyDeJ54RTUcwNGYoRo3xspz3ZN63yXZ5gm+7S+KN7Rv5rM00AF48Np3bv7+TpWvcr2Wbnv3oO24iCo+/Uo0kl4vfP/w/Ujav56fPPqbCLwSFw0Fk4XH23xhEfmV7ytLKaFJYiGbvDlJ3TebFux9ne2IbNDYrN/3+NcEFmWxv2xSXxUpXPyNTurfmvfR8PskqZEfFX2k5oRoViR46whwWootyUXh7kGeuxGyxYPbzAz93ZB4XE8PgIUPw8/OjNDmLOXkl9PX15L4mgfTw8cC8p4j9v81HjY348R+Bwe+Mz8nJ4FvrcSJtQ62HYR9ATF9Y/JB75HvEZ5jyllGgP0p4UjjZu7PRaDSMGjUK5d/ScTQxMTSZ+SWVK1ZQOOUtoo9lktc0nEqdhtiCMpJy1rGpXXdMHlrmjJpKVIiMAocvKoedxKpC1HOWUJ5aTGy7CLZ98y6SUoWHWkEnWRoKazmRvRSU7ozAuySacr8MPJxZDD5i4deE7qxvqWWYbQmtzdUcLYwlz96C3z/cwajnu2IwNnzd7OGxw7E5bUR6RdI1tCse9lTeX3GEF345QFygB+0j3V/sJUmiqNLK8eJqbA4XHaN8ubvN3Ty/4XlmH5jN2PixYvRbEARBOKPnnnuOwYMH06RJEyorK5k7dy5r1qxh6dKll3zsBgu+H3jgAfbt28eGDRvO2GbKlCm8+uqrDdWlRjVnS0Zt4D1tTFuGtw2l0l7JHcvcgXewIZj3er9HS/+Wl3SL5HROBvHl1vJLPlaWxcY9B9LYSVTttv/F3kvG+tkEVR7F1+hD8KczOTZ3IaFT3qxdpEYml3PtvQ9TnJdHhsodlJvtEvc+8D/MSvdoM91AJkn426zIq6so8PVH67Axc+NzRKuOsZCWWCzuAL/rjWPRKuQ8FxvKiCAftpqqidVpSPDQ4af++9vcnaflcDjIz88nJyeH4uJiYmJiaN68ee1z/X/x4bwcF4rn3+pn65NG07n5NeC0g0fgWZ8X68ngW/+Pj1jiDRDT2x18ezehIsNd07t5++Z0b9adgICA094ZkslkeA0YgEePHpTM+JLuM2dicTnxa9WaoGef4eZsFZ9j4StDHEqHEnDRKTMNuamcBT+sxFAVhWPDZkx+7lthqrwseOJHpJTfSU6LYZe5CSqHjJDsGopC8ggtKqJDZTE7PP35v65jWNExnmYLHmLBBi/KK8L449N93PB4O1Tq06+uub+yBotLoqPx3HM7LoRCrmBs87G1Pz/YL47DeRUsPZjP3d/uolusH8eLq0grqqba5qxtp1HK6RobgI8mlDJrLj8k/8AdrU4tFSUIgiAIAAUFBYwfP568vDyMRiOtW7dm6dKltXemL0WDBN8PPvggv/76K+vWrSM8/MwLfDz77LM89thjtT9XVFTQpEmThuhivbM5bVTZq/DV+rLpWDGv/OpOMXjy2nhuSAqjxl7DfSvuI7k0GV+tLzMGzCDKGFUvfTGq3cH3paadLC0y8UhyJuUOJ0Z7Je9nfsbWXlP4PKeUOd1u5aby2fRauQ6Fy4WzuJisuybje/ttBDz2GHKNBpVGi0dUPK6CArY3acquGHfebhNHDVVV1VR6eONQqijSaEGjxSCT+O7Q03SR74JBD9N0n5bUbZsIa55IeEKr2n618NDRwkN31r4rlUrCw8PP+H6UyWR1Au9aOp9Tt53GKSPf/zzGieOcfA28td60CG9xzuPKdToCHnoQ71E3YsvORt+xIzKZjKdbOJm7ch8mvXu6qm+lk84HoMYIZkM2MaEtSCnZCzJQVlTgKMzl1x+P4eE3hiO7CwBo2sZI1OKlFCSXsrZPH9rs2Uxmuz4U4MkDB9L4oddkhhwcy4LSqRRmwMpZh7j2rpbI/rHiZJbFxvW7UrFJEms7NSdOX38VdeRyGe/e1Ib06dUk51fy697cvx6TQbiPHofTRa7JwpqUUpRePdCF/ciHO2YgVXbjjq7NL/uXW0EQBOHfb+bMmfV27HoNviVJ4sEHH2ThwoWsWbOG6Ojos7bXaDRoNP/+JaCdLgnF3wKSXQW7eG7Dc+RV59E1uA+bd7XC4Qrh+jah3NcnFqvTykOrH2Jv0V481Z58MeCLegu84a+0k3JL+UXtX2Oz8eLeFL6rco8sJlky+HzPU0R0nURrqZq1x/aTHNuKXwbeSr99x+jcxIIU04+y776n9OtvqN6ylbB33yG/poqdRcWsatmFDD/3EunDa4rpsHIBFTlZ9G5mI1KbQo42mPy2d9Bm3xeEmFKh+VDo/woDulbj1ySSln36X3EBlKXaAZzI+T6Lk8G3l/rCJhSrQkNRhYbW/qxXKng4NpjXstyB9ESLhiGjerB+Xzl5BbkUandjV5lQyBX42IKwcIS03StQewYhV8jpfmMcrfuF47xpFuqHHqbH+vWs79WTPoe2sTCpF2tNNby2Yj2TU4x0kX/IOp9nObq7EPtHf6CPc09iAfeXlg8wYEYNwMzsYqY0q98VNQ0aJbMmdmTWxnT8DGqi/Q3EBBho4qtHo1QgSRJHCqpYmVzAysNeJNtWgbqYtzd+RVbR7bw0LLHO51UQBEEQ6lO9Bt/3338/33//PYsWLcLT05P8/HwAjEYjOt3ZRyb/jUw1dt744xALduXQLdaP0R1COOZYyOyDX+GS3BMqN+atgpBVBAQ0ZWiXB3C4HDy59km25m1Fp9Tx2TWfXd4KJKfhrfV29/cCc77zrDa+ySlh5rEsKpTu4Kp32l7u3jkNl4eDqrgRLHlrKoNLinEoNByNasYzjz7Na/s+wc+1B+WNrbDtMaEuLqbk1lv4/ZqBLOw6kHK9J2qXkwGrf6ZZ6l4qALVOR6snvkGz+kUC9syB9U+6OxHSBkZ+AXI5Og9Put90y2V8Zi6f2rQTw5mDb7vTTo3DnZt+OfL5J0YHsc1sJkKr4Yk+ochkMgzh1zJr1iwKC90VQnr26kmnpCS+uG8rTkchHt4lXDPxGsKbu1NdlH5+RH03h7D8fLyXL+fXY8fofmw/a+Lb8Xn7Hvjv2kLfvXvwTfyZ1GZxFJdVwva/+pBr9GNL2561P/+QW8zT0cF4q+r3JluIUcdz153+zoFMJiM+2JP4YE/u6xPH3EMP8cb2l1D7reabnYkUVVl576a2aFWnT6GxOCxkVGTQzKfZFfclTxAEQfj3qde/iNOnTwegT58+dbbPmjWLCRMm1OepG9zyg/m88MsBCivdOcgbMw6x0/4yCl0OAP3Dh5CT2Zb9FUtQGfdiUaby+LqH8VJ7UWGrQC1X83G/j2kd0Lre+3ohOd+SJLHVVM3M7GL+KC7HKQFKNR5VJgasX0xcRjK7CWN3cRg87k4Z8rTaeXP6ezz20ttkG7x5vvXD9DmyG7NRQ2WUjiqtjiqNnhyfAGxKFcGSja87taQkM4LdqXsBaNXvWjRGXxj+sTvgXvoMeAbDzXNBfXnziOtDbdqJ4cwfsZNffmTI8FBdevUQnULO7FYxdbZFRkYSHx9PSkoK3t7edO/eHZVKRWKffuxbsRRv/yMERg6lODMdU1EhFcWFmAoLKM5MJ//YEdQyFfFAjncAqUFNeO+2+ynYvhyFJAMqQZKhMfvhW55JQOd4fo9yp/90MBVyXKGh1MPI93ml3Bdx9hz5hjS6+fUsyfiFXYW70Df5hj8O3k/pLBtf3NYBL23dL0vllnImLZ9EalkqnUM680zHZ4jziWuknguCIAhXg3pPO7nalVRZeWXxIRafyDWN9tfTq/1RFmV+hhMbklOHJW8kvxx2ByUa5Vg+GvICu0yL+SnlJypsFShlSt7t8y6dQjo1SJ//mfMtSRJbF/6I3Wqhx5jxyE4svLKhrJJXj+ayv+qvepwxpfm03LGa68ND6DJiEBlfLiHH7EmuIpRqmw2ZBN4qTzYN6UbffZtYmNQLk96DRX8bDf27FmYTP17TjQC1Ctdtd1JRXET+sSO0u264u4FMBp0nQ4thoPEAjWc9PjOXz1lzvk+osLqr+XiqPVHITz/qejlcd911aLVaOnXqhErl7k+764azb8VSju3YwkcTbjrjvjqVGh/JRq8jeygxeFHqYeSXpD6M3f0nXVVHqfF/koxdlTjkCazOqSArRo2XUs67nVvz0qIlrI1PYkZmPpPDA1CeIbXDXlBA5bJlGEfeWKciTn1RyBW82+ddxv42lgIK8Aifx5bj47nps818PakTQV7uHPVKWyV3r7ib1LJUALbmbWXU4lHc3Pxm7m177wWnCgmCIAgCNHCd76vNb/tyeWnRQUqrbchlcFfPGCzGH/n56HwAOgd3YUDAQ/yOmfVVRUgSvDO6DX3iQunDY0xuNZml6UuJ8oqiQ3CHBut3bc73iZHv1G2b2DjvWwAUSiVRw0bzyrFcfi10P66TyxgZ5EPPvKMc+/FjVEol4UuWUWSxogeaYiJaXsmRprGkNm/BEZ0OJIkITwMfhnrxP7Mci0siTKMiTKsmTKMmTKMiQquij58R1YmgTK5QMPyJ5wFOvb3vdepqnVcqSZKwnkfO98mR78tVQvJMjEYjI0aMqLPNL6wJzTp358jWjQBoDR54BQThFRCIMTAQn5BwQprG4xcegUKpZPfu3ViXr2R+254UefqwoUkcT2d8iqLrWPZFt2P1oiP8fqLO9phKOU0DA7nez5Otdit5aFhabGJooDcul4T8b0G4PSeHjPG3Yc/NxXr0GCGvNUy1I3+dPx/0/YDbl96O1XAY77BVJOdcw8hPNzF7YkfCfBXcv/J+DpUcwkfjwxs93mBB6gJWZq5kzuE5/JH2Bw8lPcQNcTfU6xcnQRAE4eojgu+LtPV4CQ98vxuA5sGeTL2xFX/kfsbPyfORy+Q83v5xbk24FblMzph2kF1WQ5XVQfPgv0bLPNQejGo2qsH7fjLYM1lNWKqrWDXLvVKTU65g2tFstm8+iBkZcmBCmD9PRAdjsFv56r3nAIjNzEdjsSJTSCj0LrJad2F3WBSVJ0bMjUYjffr0oXXr1igUCq67gL5dDTm1dosTl8t91+dsI98n7zycvBPR0K576Am6F47H4O2DRn/2EeekpCQSEhLon5XLpIwydke34wnTfUzb8jFt7lzJPB8bNZU1+FU4CVhayoI9NTTtnEBC1n52Rcbz5pajlGy2UlVuJaFbCH3Ht8Cem0vG7RM4LFPyx00TGLxtPYMyM1FHNMwKmon+ibzS7RWeXf8sTq8VhBJOTk5zhn2ymqatfiS9xj0B+vMBn9PCrwU9w3uyKXcTU7dN5bjpOK9sfoX5R+bzSrdX6n2ehiAIgnD1EMH3RZq5wb0IzpDWIbw3ug0f753G98nfI0PGa91eY3jc8Drtw32unAU9To58V1grWP/911RWVJCX1J0VbXpRqHUHYe11St5uGUviiZJ9a36YTY2pHIPNQVSxCe9rO1DufZDlit4UudzBo8FgoFevXrRv377OIjH/NSdTThRKOUqV/IztaoPveh75PhOFUoVv6PlXItFoNAyOi+axolLetcDcNqNoteUofY5u5dsq9/vkjmXL0dhbUZBhpSCjjLbB5exp4uK4p5JUqgmR4NDGPJo212B57h6O2V088dQrmPQGfu3Vn0nL1vHiHeNQy8/8vF1OQ2OGcqT0CLMOzsLm8wPt9I9z2Pwz6TXJKNDyfz0+ooXfXxM5u4V2Y/7185mbPJdP93zKgZIDjP1tLBNbTuTuNnejUfz7qzUJgiAI9ath/sJdZbJKa1hx2F3S7ZH+Tfl8/yfMPjgbgJe6vnRK4H2l0aIluCaYDtmtWJ+WzbLrbuP7zoMp1BrQ2yxcu2kJo+ZPp5nSPQpdkpPF7iWLAWiaV0ph//78FuDPPNn1FLmMaLVa+vfvz8MPP0znzp3/04E31J1sebaR/Noyg5p/V+7wE13aMcBSBjI5r7V7lPuPFGGXJLqroW2MhLzoY6xln2Atn060pYzYIvek48yh/jTrHATAuk/Wk1NRxVOPvoBJb8BHBk6FkhlxLRm46QD7KmvO1oXL6uF2D9M9rDtWp5XjqqkoPZORXEoqM27jyTnlbEsrrdNeJVcxPmE8v97wKwMiB+CQHMzYP4NRv45iR/6OBuu3IAiC8O8kgu+LMGdLBi4JesT5szL/O2bsnwHAs52ebZQ0kguxefNmPnj3A7oXdEetTuKnboM5EOaukNEmP4Mx21YQbbeSqfbkuw/fw+FwsGrWF1gNXrgCI9k04FrW+vuT4zCiwk7Prh15+OGH6dmzJ2q1upGv7spQm+99ljKD8Lec70ZKO7lYMpmMLwf0JLaiCKtGxx59E+QuJ82/nsbu7Zuo0CpBBuCgIn0D7Y7sAWCl1UpEF0/kLju5nhE8+cT/KDD6EKvTsL5bS97auhJjZQXJdheDdx5h6vE8rC5XvV+PQq5gas+pRHhG4JScKOVKnm73Fk10Lck1WRj7xWbe+/MITlfdCeQB+gDe6/Me0/pMI0AXQHpFOhOXTeS1za9RZauq934LgiAI/04i+L5AZpuTuduzAGgSvZVP9nwCwBMdnmBci3GN2bVzysnJYfny5ThcLnY2iWZhUi/KDF4EKOXMbRPDohHXcl2f3mjUaiS1lvQaG1P/9yoHrWAJj6XaLwCnQoEvZfRmCw+3rqb/tUOuyprtZ+IwWbEXnn1U1nIeNb6h8dNOLoVGqWRen84Yq8sBSNq/hfCqXFp4FXJtSApjVPvoVJiN3mon7NgBgkwlOGVy3p87h6C8Nczr6UGmvx/BaiU/tInBX61k7MhhzP7fk/TZsRmnBO9nFDBoxxEyzNZ6vx6jxsin13zKkJghfNLvE8a3uZbfHurJje3CcUnw4cpU7v52B9VWxyn79o/szy83/FL7xfunIz/Rf84Enl+4l2+3ZLA9vRST2V7v1yAIgiD8O/y38wP+wewws+DIAsa1GIdcdvrvJb/sycFkthMUeoDfsucA8FDSQ9yeeHtDdrWWJEmUfPklCk9PfMaOPWM7q93OV78vJc03iMOBTcgIDAMgqaaQ7wb2w1elBEmiZ5yRTlY5v647ziFXE+xKFShAZTHT1n6Ydl4pBPv5IAttA9c83VCXeUWw5VRR9MU+JKsTVYgBfYcg9G0DUfwjyD5X8C3ZXTjKLChLJKItYYRV+mPLqkSSJFRBBuSaf0f1jHCjFz+3DOenXVu5I6aa8Na9kVlMYCkHcznhlXl0zEph+3Ejh47uY2n7vizr2pfU8GNkBajQ2Fz8T+FJhM6dJ61t1oyI3r14eeaHDLBUM6VzXw5XW7h2SzLfto2lo8+l10I/m0ivSN7q+Vbtzx4aJe/e1IaeTf15asE+VhwuZMwXm5l5e8facoS1bZWe+NaMw5zpgzZ8NjWKFH5MmY99a5faNtH+Bt4Z3Zr2kb71eh2CIAjC5TdlyhSee+45Hn74YaZNm3ZJxxLB9wkuycX9K+9ne/52siqzeKbTM6fk60qSxNeb0pFrs7F6zwMJJrWcxF2t72qkXkPl0qUUvfse4F5y3KNXLwBqnC6+zS1mb6WZI9UWUiprsDdtX7ufymblhhU/c8/iXylv4osz3gu1KxN7UTm2KiUdqhQ4vCLICAlHY7EwJjqQ0EfeBP+moLw6JpVJkou8vJ/JTP8SH7+uxMQ8jErlfdq2jhIzxbMOIFmdANjzqjEtPo7pjzQ0zT0pb76SgKZ98fZOOusCOy6bk6JP92DPr+FW+nArfSANCtkDgLqJJwH3tfnXVH1JjIojMerMi85ogZ7mMvx3bmJDZQ1VWj0H41qicNgZvSGfHEsmB7yrQC7RtGlTAh64n6I/12I7kMOtae/w86DxFAaEMmJnKi/pfbgpwYft27cRFhZGQkJCg1zjDUlhNPHVc9c3OziQU8GITzYyc0JHWoS4c/XLa2w8Om8Pq1OKgFhaaMaSbP8Wj9BltAjqRnq+mlyThbTiaibO2s6P93SlebAXdpedN7a8QaWtkrd6voVKcfY7JYIgCELj2L59O1988QWtW1+ehRBF8H2CXCZnRNwItudv5/vk7zGoDDzU7qE6bbYcLyWlKBdD9Lc4JTu9w3vzcLuHG6nH4KqpoeDt/6v9Oe/Fl4j5bTFWvYHx+46zsfxveacyGQqXk8DSInxLcum2YyUJ2fuQySSsWaVYs05OKvtr8l+r4kI8K61Ede5GyGvvuBe8uUpUVB4gJfllKir3AFCdk0p+/iJiYh8lLPRm5PK/PhrOKhvFXx3AVWVHFWLAb3wCluRSqncWYM+pIrf6B4orfyJ7xyw6dfn1rDnfpiVp2PNrQCGjSlaDTbLhpfVCo9LirLBhy6rElmZCE+PdEE9Dw9D50KLHEHr+/AdLtHpkksQ1ybvwUOSRb4D5P+8BQK/X07p5IsmtWuK0p+JZDTcv+pLfBt7KsYgYXrKUsWT+RlpnpyKXybj99tuJiopqkEtoH+nDL/d1Z8LsbRwvqmb0Z5v5eFwSvgY1987ZRU65GY1Szv+Gt2RUh8HcvmQ/e4r24NVkERsnTMdktnPn1zvYkVHGbTO3Mf+ernx++E1+PfYrAJ1DOnNT/JkXOxIEQRAaR1VVFbfccgszZszg9ddfvyzHlElX8DKUFRUVGI1GTCYTXl4NUxFiXvI8Xt/qfnIfbvcwd7a6s/axyd9sZX31/1DqM4jyiuL7Id/jqW64FRetVis1NTX4+PgAUPThhxR/Oh1VaCiolNgzMlHfdBNPjxjPhvIqDAo594f7k75+LYq8bEKy01AUZbqPFZXHDwk2HqrUMTovhMqjFpx2Jeq4BFRR0aibRKCOaIIqIgLlifNdDex2E8eOv0dOzveAC5lDi0/mNVQF7MHmmQ2AwdCUZk1fxNe3Oy6rg6Iv9mPPqULhoyHw3rYovP6aWFqTnce2lME4ZZUA6Fwx1GRPJWVLOV1HxNLu2sjatubkUkpmHwTAf1JLRh64hazKLL4Z/A1JgUmULUylems+2kQ//Mc3zKhuQ0pOS+f+TbsJKyskpjgPXC5kDjsKSYeHtppyyT13QGa3oS4uJPFIJplBMiq8glnd6wb2h0UDkJCTQee0A+DlTf/Ro6lQqMiz2qlyOBkf6keotv4m/ppq7Nw9ZwdbjpeikMtQyGTYnC4i/fR8eks7EkPd+fvHTccZ/etobC4bb/R4g+tjr8dUY+emzzeTUlBJQMQKLIYVtccN0gfx+8jfRalCQRAui8/2fkawIZghMUNQyev/rtqZ4jWLxUJaWhrR0dFote50PUmScNjqfzL96SjV8gu+s3z77bfj6+vL+++/T58+fWjbtu1p005Od61n7McF9eA/YEzzMdQ4anhv53t8sOsD9Eo941qMI6fczLrSGah8MtArDXzY78MGC7yrq6vZunUr27Ztw2KxMHLkSOI8PTg251tMvl44e3ZCazSimPszU0Pi2HUi8J7bJhbT9s1UpKUgs9uQleYiQ6J7r9Zs6dATkudQ3HEE3p2fxbtBrqRh1NSkUVT0J5LkAiRAQkLC5bSQkzsXu909yu+Z14XAtLEEDOxI1e5cCrMWUxL3M9WksnvPbfj7XUPgrgk4cxzIDUr8J7WsE3gD5Fm/xymrRKuIwF5TjllzHIX+Y+CWOjnfziobZfOPAODRPRRtMx9MO+tWO/HoFkr11nwsh0pwlFpQ+p79w/tv0zw6igU+3jgcDrQqFatmfkLq1l0AKFUeaPUarAGhSCoN1pBwjngYkeHA5ulDt6N78XfZWRPelENhkRwKc3+pmZWSW+ccvxeZ+L19UzyVJ/LmLSYoz4TgVpflGox6Fd9M6swzP+/j5105OJEYmBDEOze1wUv71+sdY4zh3rb38sGuD5i6bSrdQrvhr/fnmzs6MWT2m7WB95Ptn+ObwzMpqClg/pH53NLilsvST0EQ/hvKa2xsPFpC/xaBaFXu33t5VXl8vu9zHC4HUV5RtA1s27id/AeHzcUXD69tlHNP/qA3qguYVzV37lx27drF9u3bL2s/RPB9GhNbTqTaXs3n+z5nyrYp6FV6Fu/LQuWzFSQZ/9f7baKN0fXeD5PJxObNm9m5cyd2+1/VEn5esAB9ejKKaHfNZJL3Y1coWfjgU2SEx6GxWZke4klQWRG/b1gPyNAUZGK01XD9U48S3GkwyQe/Bv5aYv5q4XSa2b1nAhZL9hnbqKtDCTo0Hk9ZEv53JqAKNqBvH4R2lR9e6zpRHLOI8oiVFJeswKIrIUz9CP4TWqIKqLtQktVWTFb2bACaJjyDdVcNR6QncfmvJTg2Eq3BnRsmSRJlPx/FVWVHGaTHOCgKp8tJpc09Wn6yzrcqyIAmzhvr0XKqtuTifV0MLpeNysqDeHq2RN4Aoxf1zdvbu/b/wx59lj9nfM3+lfOx2qtQmarwVjSlxcjubNu1jZNJUzKnE3VJHpMse7ltwOc8eCSfKpcLlcOOwWbB0wxxRl8O6SSO1Fi4/1AGs1pFo7BWwue9oCwdrnsHOl2euRlqpZx3R7ehS4wfcpmMG9uFnXYkZULiBJanL+dw6WHe2PIG7/d9n53Fq7AaFwJgLRzEkk3RTOxxJ29tf4MZ+2YwsulIdMr/TvUgQRAuzb1zdrH5eAktw7yYfkt7mvjqmXVwFg6Xg07Bna64wPvfJCsri4cffpjly5efcyT7Qong+wzub3s/NY4avj30LS9vehmXC5DBdeGT6BXeq17PbbVaWbZsGXv27MF1os5xSHAwlpT9VMqVODx9MDeJw3j0AKGxcfgmtOINj3AyvPxR2a2M/OMb9hVksjU6ATQ6lKYS4jIzue7Dj9A3bwPUXWL+apKW9hEWSzZqdSB+fr0AGTJkSIA9pxp5ii/e2b3Rxvrje3Pz2kolMoUM44BINDFGVHN98crvQlbHKVQF7sbe7DDqJj1OOVd6+qc4nTV4ebYmwH8gDICKhXvJ9/kW77bf43L1AwKo2VGA5VAJKGT4jolHplJQZTUh4c74+nudb4/uoViPllO9rQA6l5N89Hmqq48QG/MkUVH3NMAz2HBkMhkDJ0+grEBPbsom/CO6Meq5G9B5qOnSqxvrv/6awtWrCchMZ1+4HwdKXNw+/zYOTvoBu8aL3Wt3sHL7SpDAWNaSlqHhfN5Zy/KSCt46nsfze191B94AS54C70hoNvCy9f2mDk3O2kYpV/K/7v9j7G9jWZG5gqnbpjI3ZS4A14aPYunxzmwuKcGgiSLEEEpedS7zkucxoeWEy9JHQRCubgdyTGw+XnLi/xUM+3gD/xsZyYIjCwCY3HpyY3bvjJRqOZM/6N1o5z5fO3fupLCwkPbt/ypW4XQ6WbduHR9//DFWqxWF4uKqk4ng+wxkMhlPdniSGnsNC1IXgAxU5iTe6PvQuXe+RCtXrmTXLvft+MjISHr27ImzKI/fVv+Gh7cvBcYA8oKCcUY2J7dHL3ZUmjlcbUEvl/FawWGsmenkNEvEpdEhs9votG0HHSbfWxt4w19LzDfWyHd19XHyC34hOOgGDIaYy3LMqqoUMrNmAtCi+Rv4+/cD3BVGyn46gnl/MeAOcI3XxSBTnDpaqY31JujhJMp+MmA+dhNFTb8nveJ9Aqp64eERX9vObM4hJ+cHAGJjn3CPfMqg+eDnKP91H5bAveQWPUVo3s+ULz4OgHFgFOpQd7m8k1969Ep9nSoX2nhfZAFQ4PMtZXv/BNxfvspN24CrK/g+aeRTN5JxoA8Rib6ote5fSRqNhmsmT8YUFETus8+R76ml0Ghg7e4yRnwzFM2tC+jZvzPlNYXs3LmTSp8UvDMNXOfy5JeuHnyUWUjz/GKul5RIkT1QZ66B+RNh0tLLloJyPuJ947mj1R18vu9z5hx2lyYdFDWIqb1eZGRkKRNmbWfF4RLCmvQFj+/46sBXjI4fjUFlaLA+CoLw7zRrYzoAvZoFUFZtY3+OiSeWf4Daz0abgDZ0Cu7UuB08A5lMdkGpH42lf//+7N+/v862iRMn0rx5c55++umLDrxBBN9nZDLb2Xi0mJqcG6C8HDtl3NPmKZSK+l2XyGw2s3v3bgBGjRpFy5YtAZj77RdsateHTR37If29Bnl+GQB6OXxXvRTF8WUsa9UNl1yJymql0+bNxIVF4HNr3VzSk8F3Y4x85+f/SnLK8zidNWRmfkV8/CuEBN94SeX1JMnF4eTnkSQHAQGDagNvZ4WN4m8OYs+uAoUMnxviMHQMPuuxFB5q/Ce2xNfenH0HsykpXceBgw/TscMvKBTuW09p6R8iSTZ8fLri69u9dl+5VkXalok0ueYN7PpC9q1/gDDbQ2hjfPDoGVbb7kwL7JSVbyYt6TmsuHOZvY0dKTdtp6oy+ZzPgTWjgoqVmSi81BgHR59Sf/xKpdIoiGsfeNrHjMOHg0JJ8xeep8hLz/FqP9KP7ifqywFwy08MGjSInJwc8vPzsYXup0Wagzx9JFvbJPJQ02fZfMifJmnF3NKxJ/4l63F9NwbLrb9jVnrh4eGBRlP/Exwnt57MiowVHDMdo0tIF97o8QZymZxucf58PakTD83dTU5WAh6x/pRRzJxDc7i7zd313i9BEP69CistLN7r/jvx2IBmNA/25NlftvBn1RYALEV9qbQ66sxFES6Mp6dnbQx2ksFgwM/P75TtF0oE339zMNfEmpQi1qQUsiuz/G/LSQ8gxt/ArZ2a1XsfduzYgd1uJygoiMTERAAKjh9ld2EJG0ePBZkcg7mGUDm4KsrwMlfRUVXOLRnT2WFtTSq9QA4hpcV0XLcRncNByOefI/vHN7TGSDtxOq2kHn39RKURUKl8sdtLOXz4acpKNxEf/xpK5cUtpJKTO5eKit0oFB40a/Yi4F4Up+TrgzgrbMj1SvxuTUATc/6rScpVSlok/B/btg2hujqV1KNTaB7/KtXVx8jL+xmA2JjH6+xjNTswWQx4bLkXr95vUu2/h4zuLxHZ4k5cUlMUuPN5a5eW1xiRJBcm0y5ycueSn+/OB1Za/Ag6dDvhQ4ez1dQbq60Am60EtdrvlH46SsyYlqVj3ldcu82SXIrPyKboEk5t/29jHDqEeKWCzP97k3R/L1ZkxjNRvxXb54NJbfoInsXF5DuhihoIg7blqeQX+ZAREMrPQ27npo1/8FmBHOSdcFS4YLp7voNcpqBlq0SSkpKIioqqt9rqaoWaGQNnsD5nPYOiBqFW/DVpt2usH0se7sljP+5lU/416MLm8tmerxgaPZowL7EYjyD8F/28Kxu9WsGgliFnbPPdlkxsThftIrxp28QbgOjYncj223FZwtiRFsQNH2/ki9s6EBdYvwuUCRdOBN9/89aSZNan/hXAxAYY6BMfSO9mAXSK9q2dSVxfHA4H27ZtA6Bbt27IZDIkh4Nt381mXZeBIJPTe+cW3ty0nJiffmLP5lUsWnEYgIUMwoIWhVzOgIEDaaVSkbt7H74TbkcbH3/KuU4G35X2ShwuB0p5/b4VamrSOXDgISqrDgIyoqLuIzrqATIzv+R42jTyCxZhqthDy8QP8PJypwVYLLkUl6yhpHgtZSWb0cojadH2DYzedYvcW62FHDv2NgCxMY+h1QRjPlBM6bwUJLsLZYAO/wmJKP0ufCKbRu1PQot32LN3Ajk5c/Dz7UF+/iLAhb//NRiNSXX7UuOeGFtQEUlb5bMcd7yN1ZDNkcxXOJ47jbCwsYSH3YLJUkasxkk/bQEbNnbHZiusPUZ42Hj8U27EXFyOZYsJXXwkZnMGVVXJdUbZXTV2KlZnUbUpF5wSyECfFIgtuxJHoZmSbw6hbxeI99AY5Pp/9+iH16BB9LTbyJk9HZNSzaxDnalQqpAO/AmAzuCFPTwWh8xdRqp/yi4W6j0oM3jxW6dr6Jh+mLCyIpQnv0+75LjkTvbt28e+ffvw8fGhXbt2tGnTpl7KmgboAxjZdORpH/P30DB7Qkc+W+fNJ0dW4dAUcsO3U5h1wwu0DDv/L4uCIPz7Ld6by2M/7kUmg+/u7Ey3WP9T2ljsTr7bmgHApB7u4g8Vtgp+SHanQj7a8T5mluowme0Y/gXpHf8ma9asuSzHEcH33wxuGYJGqaBPfAC9mwXQxFd/7p0ugSRJVPz2G7bMTGQqNck2K5WVlRiUSkL37yf7q1mUbt3Cyi4dSesRj8LpYNzajYS89iKyjPUkbbyLQlqymQ5Y0BIUFMTIkSMJCnJXQWm6ft0Zz+2l/ivAMFlN+OkubYTU4agkM3MmlVWHUam8Ual8UKl8UKt8cLosHDv2Lk5nFSqVL4kJ756YDAlRUffh7d2JgwcfxWzOYMfO0QQFDaWiYj81NUfrnKPadYgdO28kPGgCcS0er00BOZL6Og5HJZ6erQj1H0v5kjSq1rqrnWiaeuM3rgVy3cW/1f38ehLR5A4ys2Zy8NATOJ1VgIzYmMdOaWupci+wozWoiOo7gVDbDeTlzyc7+1sslmwyMj4jM3MGapmGBwOtQA42GyiVnvj7X0N42DiMxnbY/cyYN+/AklyKoVUzzOYMKqsOu2uPWxxUb82ncm0WrhpH7XUar4tBHWJAsrswrcigal02NbsKsRwtx+fGpuji/90jqYHDrqfD8SNs3rQGk9I9euxlsRCtKKNl+yYEDx+Oa+YgLJKCmj5TGRbahPEZ5RR7erOkVVfUTgedJCf9UhYQmqkn3dwWmV8B1eoSysrKWLlyJatWreS6awfRsUuXc/Tm8pLLZdzXpxkKjwf4+OBLmHWruf3rHix/aBB+HqL2tyCcTW65mXvn7MRbr2ZQy2AGJATh/y/83OSUm3luoTvHWJLgiR/3suSRXhh1dQdPFu/NpbjKRqhRy6BEdxrl94e/p8peRZx3HJOShjKimZ3sMjMhRlE96Uokgu+/Gdc5gnGdIxrsfFVr15L75FOAuxr19muvBR9vYnfupHjOdwAcD/ZldddBAHTJtJMdNpHqnF3of30SJCcDQqpRRSSh0HvTrVs3VKrzG+FUypV4qj2ptFVisl188C1JTnJzf+TY8fex20vO2tZobE/LxA/QauveSvP27kCnTr9xOPkZioqW16ZegBxdRRyGgpboqxMpD15BRfBmsgu/orh4OS1aT8UlWSgs/B2QE2F+iIL/21UbkBq6hOA9LPa0EysvVGzsE5SVb6Wy8gAAwUHD60zAPMlyYuRb6+F+HdRqbyIj7iSiyUSKi1eSlfU1ZeVbkEs11LigQhXLtYnP4uvbDbn8rz8WKn8d2nhfLMmlqAtDQAOVpQcoP5hG9Za82mXulYF6jEOi0TbzqU2bkKnkeA+ORpfgR9lPR3AUmymZdRB1lBf6NgHoWvmj8Dh1IRqXxYHlSBmWI2UojBq8+kcgk19Zq5p2vv8RJKMX1kOH8dm1F212HgBlh9Zg/n4FPnFKjNcOQN/jdvxlMpYEW/jwwBGWFJZR5WFkA0o2JI5D0cJJu+Nmrt3pxcjAPzFHRrAy20CVpGD5sqW079QJubx+53eczl3th7Ms5ztSy1Oo0v3G0wtCmXFbh3pLiRGEq8H0NcfYm+1O5Vt7pIjnFu6nY6Qv17YM5trEIMJ96ncg7XJwuiQenbeHSouDNk28MdXYSC+p4aVFB/hgbBLppnTe3v42rfxb8cvGOABu6xaFUiGn2l5dO6F7cuvJyGVy/Dw04ov7FUwE3w0ldw/S/vlUl1kpKlFSVGog47AnO0f8HyE1eXRWJ2MyeKKUJFqHhKIJDEKVkMByUxkFgWFoHE4677UAULL+VwJ0TmhzM/Kh0+inurj6k94ab3fwfZF536WlG0lNfYOq6hQAVNXBeGf1RRWpQdlMgc1eit1ehsNRga9PD6Ki7jtjrWqVykirlp+Sn/8LFZX70ZU2RVrqi8KiRxmox/+2BCTpJtL/+I7cgM+xaLPZvecWFAp3Lptv/iAc+1SAA2WADuOgaHSJly/fWS5X0zJxGtu2D0eS7ERHn77qjaXKHXxr/pHmIZMpCAgYSEDAQKqqU/l638fMOLKS21sOxt+/72mP5dE9FEtyKbIjftAKyjJ2473ZPaKvDNDh2SscfbugM3650ER6EfhQEhXLM6jamIMtvQJbegXlvx5DE+eNvnUAqlAPrEfLsaSUYk2vANdfC946CmvcpRGVDR+EnolCqaT7BHf5LMnppHrTJsq/nEbl9oNYSpTklfhQdCwNn8oZ+Iy5iabe3nzUuTVzX32GnUWlVPUfTnJYLIerLWyP8yAyvxLf/GF0rHoNchOgaRvsCiUH9u6hdVK7Br8+uUzOI+0f4v6V96P23cL6cgffbXuBWzvHNnhfBOHfoLzGxvyd7t+Lt3SOYH+OiX3ZJrall7ItvZQ3fj/EzNs70rf56Sd1Xyk+W3uMbWmlGNQKPhzbltJqG6M+28yiPbl0barnu8wnSK9IZ33OelweBvT+A7ixfR8A5qXMw2Q1EekVycDIy1NOVahfIvhuANa03Wz9eB5HzZ0xu/7K4TzWVMn3fbyQucIYkKwhpug47TokETfsBgD2rF3FynJ32y6HLRis7sDI7PKGQW9B53vgEkbEvDXeZFVmUW4pv7DrsRaSnPICxcUrAVAqjPilXo/xWG9kkhIywTsgDo9OZ54scjoymYzgwBvQ7WxD1YYcALQJfviOaYZc436rxt16J35runM8+z1M4atxOqtQmn3xO3g9ck8VXtdEYugQfFlGu/9Jr4+mU8fFSJIdvT7ytG1O5nxrz1JpxMPQlFynB05kp1Q7+TtNnDfKQB2asnAAbIY8lNE6jD2j0Tb3Pa9RablagffQGDx6hGHeX0TN3iLs2VVYU8uxppaf0l4ZoEMd6UXN7kLM+4sptjjwG5+AXH3l5Q3KFAo8evbEo2dPHHuXUf7le5TtqsRRXELR++9T/NlneI8Yge/tt9FlxBhy3ngR5c9f8e4nX/FRcQ3vZxTwZzsDsb/5s7SwDTLJhtpUjM03mI1rVjdK8A3QK7wXz3R6hqnb3kbtvYMpux6nTcR0WoVc2OdJEP4L5m7Pwmx30jzYk9dvaIlMJiOn3Mzyg/nM3ZZFSkElyw/lX9HB996sct7/070C8qvDWxLpZyDSz8ADfeP4YGUKb2x7HvTpBOmDMNVIWJSFEPALty3bwb1t7+XrE4vm3dnqThTyK+93tXAqEXzXs+Obj7J2Tjo1Tve3UZlMwsdoQ5V2kG96uetuS3IZyxNak5ShYfL+qRBqQmp7C5/uP4wpsTuGGgtdUqz4KdMpcURhbnE7dOl3yX07ubLihdb6Pnz4aUpK1yGTKQgLvQXj1oE4jjpQBevRJvpTuTKT8kXHUAUb0ESc3+Q1l9VJzd5CqjfnYc+rBsCzXxO8romsE2TKFDJ8+yfgkf0+Wb//TInHcnzzrsW7XzwePcPqPUg8U9B90smRb63h7B+t2lKD6jMH3zKZDOO1UTh+tKJwGXDKqzGM06HzvPARfaW3Bs+e4Xj2DMdRYqZmXxHmvUU4Siyoo43o4n3QNvetnZSqbxNAyTeHsKaWU/zlfvwnJJ73pE1bdiVlP6fiqnFg6BKCR6fgep/wqWxzLf4fXYufzUbFkiWUzJqNNTmZsu+/p+zHHwl+9VWCYppScDyVXX8s4sHRt/Jjfik52FnXtIgeW234hTchRnGIVQRTUF5B6dGjqLKzsaYcAUnC5+axKIwNMwHylha3EGYI5+FVj4P+GLcvHc9PI74k1juqQc4vCP8GdqeLrzelA+6JhyfTs8K8dUzsHk2IUcc9c3ayO7O88Tp5DtVWB4/M24PDJTGkdQg3tvurJO0D/eJYkP4ZJnUKMknNM+3e5q4vs1EatxMcuY7sqmye3/A8AGEeYQyJGdJYlyFcoCvnfvJVprrcypLpe1nydSY1TiPe6kKGTo5l8gd9GNgsnwLVITJCAvBUyOlb5a7VvTsynrvCXsf068ukTOnDnzFtAeh9wExP/z+JS/IBwKy8PCNgJ2t9V9gqznufiop9tYF3xw4LCTNNxnHI4a6hPaY5XtdEoE30A6dE6ZzDOCttZz2ePb+asl+OkvfmVsp/Poo9rxqZWo7vLc0xDow64+iuOtyTmEm30qrtB0TfMxav/hFXxOispeavCZdnc6Y63/+kS/Qn/NXuePq6a4pWVh2+5D4q/XR49Y0g6JH2hP2vOwGTWuLRPaxONRhtUx/872yFTKfElllJ0Rf7zvlaSnYn5UvSKPxkD/bcapzlViqWppM3ZRtlvxzFXlRzyX0/F5lajXH4cKIX/kzE7FkYunUFh4P855+nhcadorR76W8orGZea+r+I7etdUvKvPyJbTWCmCofFDWVIJPx+/PPkX3PvRS9/z5F06aRPmYstvT0er+Gk/pE9OaTvl+Bwxu7vIAxv45jZ8HOBju/IFzplh7IJ89kwd9DzfVtQk95PCnCG4AjBZVUWx0N3Lvz89riQ6QVVxNi1PLmDa3qzO9Ymv47JrW7olNNzo28tsCEJCnoFjiMZaOW8EDbB2oX5Lq79d2ozpDWKVx5RPB9mUkuiYPrc/j+lS0c31uCHAftvX5lzDNJRLaLRGapJu/LL5k57CYA7gz2JmHPBvok70LuktgZ4cfglnN40e9mzDoDfuUmRmsl2r/8Brpm7tWqLOcIgs7X+axyKUlSnZ/T0z8FIChoGDprDKbfTqzeeG0U6hADMpkM39HNUAbocFbYKPn+MJLTVecYLquD6u35FE7fS8G0XbUTCJV+WozXRRP8dCf0rQLO2X+ZSoEu8fSTBxtLbc73uYJv2/kF3yd5erQAoKrq3IvtXC6aSC8C726N3FOFPb+Gws/2YjlShutEas3fWdNNFHyw211lRgJd2wB8bmyK6kT1leoteRS8u5Pi2QcxJ5ee8p643GQyGYYuXWgycyZ+d7sXrNHNnY+XSoPNXMOeZb/TQ7ISk3MMp0LJ6p7jSF5XQ/ma4wRlZwGQGR2NumlTvIYORRkSgi09nbQxY6nesqVe+/53PSJb80ybT3Gaw7FKldyx7E5e3/I6B4qS2ZBazJQ/DjP4g/UMeG8tX29Kx2J3NljfBKGxzdyQBsAtnSNPWwo4yEtLqFGLS4J92Q2/oNzpSJJEvsnC2iNFvL00mXk7spDJ4P0xbTH+7Q7h/qL9vLLpFQC6+d2Eo7INmaXuAYxJPaLRq/Tc3eZulo5cypzr5jCi6YjGuBzhIom0k8ts44Kj7FmRiUwmI1B1hL5e0/G/bSqEuitjlMz4ksUt25MbGEyASkmr7KNsczq5RuXi1ohw7k/L5ri/B8f93fWch2U7GHBvH2RyOTpPd5BZU3lq8HMxTgZ+fw++JYcLW2YFlqPlWI+ZsGVXogrS49EtDFdcKUXFfwIyIsPvoXROCpLNhSbGiEePv26VybVK/MYnUPjJHmxpFZj+SMM4JAbrsXJqdhViPlCMZD8RfMll6BL9MHQORhPjfcVV17hQ55PzDX+NfP+95OPZeJwIvisrD11C7y6cKthA4D1tKJp5AGeJheKv3NVeFL5a1GEeqMI8cJqsVG/JAwnknmp8RsTVLu6j7xCE9biJqg05WJJLa//JDUp0rQPQJwWibuJZb9U8ZDIZgY8+gio0lPxXXyX6aCZ7I4PY+fsvpO3ZSd+8AjJueoBjTQI5EFVJDLfSw3cjPzod2LU67FOnEJuQiKOoiOwHHsS8dy+Zd9xJ8Isv4jN2TL30+Z9u6dCKrUdfYXnRB+C1n3kp85iXMg9HTST2si44KluCpOLlXw/y0apU7ugRw61dIvAUK9sJ/1LVVgcfrkplR3oZrwxLpFX4qYMUuzLL2JNVjloh59YuZ04HbBvhTe7+fHZnldE1tnEWHSurtvHx6qPszzFxpKCS8n8MYNzbO5YuMX/1raimiEdWP4LNZaNPeB+m9X2OycW7WJlcSFygB72a/lX721vrjbfWu6EuRbhMRPB9GR3dWcCOZcuwWTfiq1HS2n8Ppg63UCxF4ThwgJqiIo7t2MFXt94HQPfCDHYf3gNA165dadrEg9e2pfK6ZxCVnkbCC/J5YXwflCfSKU4G35aqyzPyfTLf2GQ1YT5YQtXWPGxppr8C4xPsudWUzT9CXtLnEAABPtfi2qHBlpmPTKPAZ3SzU4JmVaAe35uaUfLtYao25lKzrwjX3740KAN06NsFYWgfhMLryhm5vlTnk/MtSRIVVneqz3mPfHv+NfItSVKDlp5T+ukIvKc1pqXpWDMqcJZYcJZaMJdaMO//a1EqfYcgvIfE1KmpLpPJ0MZ6o431xl5spnpzLjV7i3BV2anenEf15jyUflr0SYF49AxHXk8LQviMuQllUCDSo49xxGrHTAU5yQcJcLoYsXoJ868ZxrIkPc0rutBqTC8M339NtTGIJfMXkxnmrsPd/t3PUH3wJhWLF5P/yitYjx4l6JmnkSnr/9fo6ze0Y8e0OygoO4DKZytKz4Mo9Rko9RnoFH+Q4NmP5NSm5Bf7MXVpMtPXHGVCtygm9YjGW3/1fL6Ef6+04mpeW3wQuUzGbd2i6NXU/7S/x5YfzOeVXw+Sa3JX9xr/1VbmTu5C8+C6AxUnR72Htw0lwPPMJfWSmvjwx/78Rs37fmd5Ct9tzaz9WS6DaH8DzYO96Bzjy7hOEZRbytlTtIc9hXtYkbmCQnMhscZYpvScgkKu4J3Rbfhk9VGGtQkVpUevAiL4vkhOp5OtW7eSm5tLRUUFpvIKTCYThEtAPDXAD8TCHgvsmVu7384BQ6nUe+BlriZg/w7skoSfnx/WzGPM/GAKNaZybtV7cLR1bx7u2x8P77/KCOpO1I6+XCPfJ9NOdMUKSpYdchcbB+QeKjQnAiZ1hCfm5FJKd++kwt99u12/tBsVle7VtbyHx6L0OX2pQ12iP559m1C5OgtXpR2ZVom+jT/69kH1OtrZmM4n57vGUYNDcrc73+DbYIhDJlPicJiwWvPQak/Nb6xPCi8Nvje57964auzYcquw51Rhy6nCZXbg2TMcbTOfsx5D5a/De1gsxutisB4tc1dUOViCo8RCxYpMrGkm/Ce2rLfShp59+hD9zTdkP/4Q+zXu16dFfinDO+nYoFKQ7wFrIpS4ZtYgd0WB0YzJaSZlRxZySU36/mKumfgUAbGxFE2bRtmcOVStXo3C3w+5To9cp6NapWB/TTmJAwaTMGbcZeu7l1bFjNs68OV6PxJChtEqUsbe8uUsSF1AXnUeO8sXQQBEhoVhKW9FUV4CH65ysGhvLgvv646vQQTgQuNwuSS+3ZLBlCWHsZwY2FmZXEjTQA8m9YhmRFIYWpWCnHIzLy86yIrDBQCE++gw6lQczK3g1i+3Mu/ursQGuOdt5JSbWXogH4CJ3aPPev6Ted97ssobfOACoKjSyk8nSiE+d11zusX6ExfogU2qZmPORjbn/sLIxXtIM6XV2c+oMfJhvw/xULuv2ceg5oWhCQ3ad6H+iOD7IkiSxK+//srevXvrPnDiMy1z2JG5XO4PuuRC5XThbfTGkl/Avq7uer0T9TK6d+uKuayYjA2rWb1hGQDewSEMGTOe+C49kP1jkQ/diRFih9WJw+asHRG/WN4ab5DgmiNJIIE23gfj4GiUQfo6v6BUwQayAz+CfAnPqvZoTe6FiHSt/NEnnb18k9eASBQ+GuRaJboWfshUV/c0A2v1uXO+T6acqOVqtIrzq9Eul2sw6GOpqk6hsupwgwffdfqiV6GN80Ebd/Zg+0xkChnaeF+08b64rE7MB4opX3QM6zETpT+m4Du2eb2lH+lataTnFzMpffpRdGoNvWa+iy4+nlcKyrjnUAYbE3TElLuIs7ag2rwel86AT0IROnML8o9X8Pun++g8bCBNP4gm75lnsOfkYM9xl8Us9PTgsxtuZFfiCFocO8An0z8j9O7Jp3yOL1ZiqJH3x7St/blL5N3c2epONuRsYPHxxazNWkupLQf0ORhilyK3h5FT0Jt752j59o7OqK+geu3C1cPudKGUy04b1GaX1fDU/H1sOuZegK1brB/Ngjz5aUcWqYVVPPvzfv5vWQr9mwfy2748zHYnSrmMyb1ieLBfU2xOF+NmbOFgbgW3zNjKj3d3JcJPzzeb0nG6JLrF+pEQevbUvZZhRpRyGUWVVnLKzQ2+4M43m9OxOVy0aeLNkCQta7J/44ODa9iRv6N2EOakaGM0bQPakhSYRM/wnvjrTl1aXmg4r7zyCq+++mqdbUFBQeTn51/ysUXwfRFWr17N3r17kclk9O7dm9ytRRRkgdO0EOyVDAjNofkDs1j/+dfsT0vBJZNhdbrY1v4arGoNIeVFqOZ9xHbpr/QOg7cPXUfdTMu+A1Gc4Ta2WqtArpDhckqYq+x4+l5a8G3UGula1YamFU1AKcf7hrjTjmKbzdnkFywCIL73s+iS4rBlVqDvEHzOUQSZXHbB9b7/rVwuCet5jHzX5ntrvC5oFMbDowVV1SlUVR4mwL//pXX2CiHXKGpTj4pnH8S8rxiTx3GMw2LqbYRKFxXN2Hm/1Nk2PNCbb3NL2FhexayeHoAHXuZheFqs+JsrGN0jAo+tJVSuymPrr2kUtgmmz+IlSFnHqTKb+bzczGytNzU6d+WBLe16cUfyXj54+FHi3vgfCq/zy+2/UAq5gt5NetO7SW+q7dWszlrNkrQlbMrZhEOVgzbsB3ZmK3j5VwNvjmh1xuc0pTSF5NJkro+9/qq8IyXUj9/25fLQD7vxNahpEeJFQqgXiaFGEkK82JVRxmu/HaLK6kCrkvPs4BaM7xKJXC7jsYHN+HF7FrM3pZNdZq4dGe4U5cvrI1rSLMgTAB0Kvr2jM2M+30xqYRU3z9jC15M68sM2dwrHpHOMegNoVQpahHixP8fEnqzyBg2+q60OvtmcgVybjTXgSwb9fLTO4zHGGHqH96Z9UHvaBLQRudtXoMTERFasWFH7s0JxeVIjRfB9gXbu3Mm6desAGDJkCOpkMwfT/JCbd+CyVeCltNDynndQxLThmqnv0fboEZa+8yapdjvrOvQEoPvGP5BJLnReRvzCmxDdtgNJ1w5FpT37KKhMJkPnoaLaZMNcacPT9+JWtjzJKPfizgL3DGnPnmFnTB/JyPwCSXLg69MdozEJjKBu4nlJ574aWf82iUZzlpzv2konZ6nxfToens2h4PKUG7zSaJv64HtTM0p/SKFqUy5yTzVefZs02PllMhnTWkTw7JFs9lTUUGx3UKHzokIHOT4B7D2eCwHgMcaP0FwrEYVV7JlrRje4CTNsxZSeuAngX11Bb8nMIq0ve5q34Q69F+/cPom2b/4PbYsW9XoNBpWBoTFDGRozFJPVxDs73uGXo7+gDfuBefs8aRbkedpb9BtyNvDo6kexOC0o5UpRK1g4L6YaOy8vOohLguIqG+tTi1mfWnxKu/aRPrwzug3R/obabV5aFXf2jGFCtyhWHC5g8d48+sQHMKp9+Clf/nwNar67szNjvthCWnE1Qz/6f/bOO7yp8v3D98lOm+69N21pKZS99xbEiSKKE0Vx7/FVf+49cQ+GKCIoshRZsjeljNJF995t0qTZOb8/whAZsloQe19XLyU5ec97kpOcz3ne5/k8mzFZHUT6uDD0DBvndAnz5EC5lvSSJsalnP+qoc3u4IWlBzlYoeOzyV0J8VSfdLv5u0ppdhSjiZxJubEFiSChi18XhoYPZXDYYCLcT983op2Lj0wmIzAw8MKPe8FHvAxpqm6hocJAnaGcFWuXAzBw4EACKltYvsGAKJGAcQsIYB07gRsM4bSk5eIQQUTEceczVOn12JGS4jDz5O234xsWgYv72TfsULsrDovvc8v7NptrMBpL8PDohmqvhWCrPw1SLT79T97Nz2yupqJiIQCRkdPPaZ//FcwGZ9RboZIilZ56if9siy2P4KZx5vvpL0PxDeDS2R97sxXt8gJ0K4uQuslx7X7hf/RORZhKwfcp0QA0WW3k1VUx48eF1PiEoPfypsLTH73dQW6wgtxgBWsAapxiw0PbwLjKXF6ecgtyiYDbi8+xYPC15IVHMfXme3nzkSfoN/UOPK+9pk2OxUPpwYt9XqTeWM+m8k2ow+bw6koXov00DOpwzMZzVdEqntr0FDaH89ydlTGLsVFj26Pf7fwj763Ood5gIdZfwzvXpZBV2UxmpZaDFTqyK5sREXl4eAemDohGeoo0MplUwujkIEYnn3511N9dxQ939eL6L7ZR3mQEnLnekjNMT0sN92Tu9mLSSxrP7iBPgsMh8uQv+1m0x5lu9uCP6cy/uzfyv/3mW+0Ovtq2FXX4t4iSFlL8Uvh4yMf4qC+O48qlhCiK2Mzmi7JvmVJ5Vr9vhw4dIjg4GKVSSa9evXj99deJjo4+/3mc9wiXOXV7drHo23paBDNN3vtAIqIyBVCy2EyevhmHwg2V7ndqlDI2DLqafcFdoEl/kpGkSIA3uycT7uF6kufPjCNFl8az8Pq2WOqpqV1JdfVympp2AiL+PuPw3HA1AlJm+y/hSbqj5sR5FZd8gyha8PDohqdnz3Oe938B0xnke8OxyPeRDqNnikaTAIDRWILNpkcm05zDLC9t3PqH4Gi20LyhjMZFh5CoZagSfdrcgtJTLqN7UCg3Gg6wQ6dFKHDQvU9fikQpWaKEbEFBnlSF0txCt0P7SKqvJTAqkjlz5mA0GvHy8OXqnWtZ0X0Itd4+3PfI89yxchFXm00kXn89cnnr2wDKJDLeHfQut/1xG1kNWajCZnH/fDd+nTaSWH8Ni/MW8+LWF3GIDoaHD2dLxRZyGnPYWrGVfiH9Tjt2jc6Ej0Z5SlHVzuVNRrmW77c7i+5fnpBEargXqeHHakDsDhGHKJ4gSM+HYE81P07tzaSvnYX/13ULPePXHplbRoUOi81xzvUPoijy0rKDLNpTjlQioJJJSCtu5IPVuTw5OuG4befs2oXe+1MkMgOJ3h35fPjnZ2wte7ljM5v5+NbrLsq+H5zz8z9mGRyhV69efPfdd3To0IHq6mpeffVV+vbty8GDB/HxOb+bqHbxfSqqD6L/40OW7xiBSXBF57UfJA7kZk80TXEYkIBCidJWR05wC4sHPkCzmycSYFqYP708XREAiSAgwWktFKxU0MH1/FJFjtgN/lPk2+GwUFW9lOrq5TQ2bkUU/9p8Q0JN/XJ0Kdk4sieyxmMH95i1BLoeH2XUNWdQXv4jAFGR09ujYf/AEfF9xt0tzzLtRKHwQaHwx2KpQW/IwdOj27lN9BLHfXQk9mYLLXtqqJ+bhSCXIPVWIfNRI/N1/lcV743M89T2YheKvtfcyq65v+FQubDrcHMdX6D/4b8jWOVSSg835zmCGzBh7yZWJvWkwtOPL8bdwOqaclI//ZKePh7ExMQQExODv79/q323XOQufDb8M2767SYqqcTu9y13znHl5hFVfLzvXQCujbuW53s/z3tp7zE3cy4zM2aeVnzP2VrEi0sPEuHjwr2DYrima2h7MedlhLbFSnWz6Wje9d9xOESeX5KBQ4QrOwfTN+bEokCpREDKhT+nw31c+PPxQQgIZ3XORfq44Okip6nFSlaljs5hnue0//dW5TJnWzGCAO9d3xm5VML0eXv4fEM+fWJ8GBDnXFUqay7jk6wnkMia8ZZH8NWIL9uF97+QMWPGHP3/Tp060adPH2JiYpgzZw6PPvroeY3dLr7/Tt0hWP8Glv0rWN7wKnqHN3q/3TikdnyMjQz4/VccUg1WjSd0DearrvH8Fnc3ABEqOTMSI+jp2XoRSfXhbo7Gw17fltJmtKuKkCikeFwRjcxbRWPTLnJynsdgOHT0dW5uSQT4j8Pf/wqaK3I4mPcQJs88Wrp/QECdeFyjHbO5hvyC96is/AUQcXfvjLf3wFY7pksdrVlLek06adVppNek4+/iz1sD3zqhle8x8X36r9W5pp2A0++7vr4GfXP2ZSu+BUHA69o4EKFlXw2i1YGtugVb9bH29FIfFYGPdkeQtu4NoUfSIOLNM8hv9gZBQBQEJIKIXOJAKhHxkBnxkisoMg3EYXdBrVTR96p4vILV7Fi6iIL96dyJhY09h7FB7k5eQBh5AWFs1DXQKf0gUatXE+Tnx0033YSnp2erHIOv2pcvhn/B5N9vRu9SQq30bT7eVwPAlI5TeLz74wiCwJSOU/gx60d2Vu0koy6DZN/kE8ball/Py8udjZ6K61t4etEBPl57iLsHRnNjz/CTdhls59+DtsXK2I83Ud5k5N7BMTwxMv6E1I6f08pIL2nCVSHluStat47hZChlZ3+OCYJAlzBP1ufUsre06ZzE95cb8vlknbNg8pUJyQQFlrGjcgd9U23sOCTy0KI6fp56BS5KGzf/dgd2SSOixZ8547+9KIWUX5bWoLXZeSLyn40R2hqZUsmDc36+aPs+V1xdXenUqROHDh36543/aR7nPcLlxPJHIG02dofAyqZnqbdFYfesxCI1obRY6LdyI0qrBY94M9ouZdzdZSqHXCMBuEJs4eMevXA9hx+Gs0Hl5hR8lkYTDQtzaUmrPvqcvrCEpgG/USf+DoBc7k1Y6K0EBIzDxcU5T1EU0a9vIKL8ecp7fwyySh72B23jVuz+KZSUfENxyVfY7U6hE+A/jri45y65L29rU2Wo4tsD35JWk0ZeYx7iERP0w3TP6c5Nicf7OB/J+T4S+a4z1rGyaCUjIkbg73KsMOhsW8v/FY0mkfr6DZdt3vcRBKkE7xvi8bouDnujGVu9EVu9CVu9EcOeGuz1JowZdbh09vvnwc6Ta178hPqdy1CqZLhq1Cjkh382RQfkrYGDv9IkbOOPpiepN/mxdU45g1OzGKnewUxdM6YDDczQf01mUxzfRlzLuh79qHb3prqjN65mI53K8mmZPZs7b70VL69zs2/8J6I9o5kx9GOmrroblE7hba0bgYv+KkQRBAECXQMZGz2WpflLmZkxk/cHv3/cGOVNRqbP24PdITKhSzCdQjz4amMBFVoT/7csk0/W5TN1QBR39I+6oOkG7Zwfouj02U4O8aBr+KnPL1EUeXbxgaM51Z+vz+dQdTMf3piKRuk855taLLz5RzYAj4zoQID7+a3ktiWpYV6sz6klvaSRW/tGntVr5+0o4Y0VzuN+anQCSdEN3LnyXqwOZ8DFJQyswIRl7yIVpNhFOw6LD1cFvESkd8AFPpJ/ZmZZLS/mVQDQx0PDAO9LyyBBEIQzTv24lDCbzWRlZTFgwIDzHqtdfP8VmQrR4WCj5HVKLIkICjt6l3xwAPUV7IkJJqJnb7YMGs3rJhktooCroZlr9q7jzaefRdrKwhvAxUVOrFJCVF4jLYf1oDrVl1rHH1R5zcYuOvPNAz2upUPKs8jlngCIDhFbnRFjZj3mQ00opMF077yQpQevxFfSgFj1KVsbFmCxOC/M7u6pdIh7Fg+PkxdiXs5Y7BbuXn33cU0PIt0j6RbQDakgZUHuAj7f9znjY8bjpjj2o/bXnG+7w84Dax8goz6DGekzmN5lOpMSJiGTyM457QSO5X1fjo4nJ0OQSpD5qpH5HnMTkKhl6NaU0LyxDHXKybvkXUjknoEEjpx68idTJsKoN/Dc+wPX7vycDcWjyTENYUN6HNf5fEMHdyU5Oj921Ycy2ncfQfOqmfbrPDa8+QE/Kt2oRc32mGRyDDqqfvqFZ66/+rxzCU9F98DuvD3oLT5I+whly0DSa5N4Z2Uu2/IbeH9iZ/zdVdyedDtL85eypngNxbrio24MJqudaXPTaDBYSAp2581rUlArpNzcO4KFaWV8sT6f8iYjb6zIZuOhWj67qRseLu3t7S8FNh6q44UlB1HIJMy9oye9ok9+fv2yp5zf9lcikwjcNySWLzbksyarhms+28I3U3oQ7uPCOytzaDBY6BCgOWsBe7HpcrjZTnpp0z9uW9NsYn+plv1lTewt07LpUC0A9w2OYVw3BZN/ewirw0qKXwq+Kl+KtGXkN5YhSFsOC29vLKVTmX59269Ofl9Rz7OHnMWgN6/9nW7eV4B35zafx+XA448/zvjx4wkPD6empoZXX30VnU7Hrbfeet5jt4vvv9L/UfZox5G5zoxor8HssherQ4XEbETeVE+jXMpSuQc7jc6LSnhFIeNWzefqW+88pTf3hcSU34TbplKS1FIQQRqmwDa4kALjB+h0zoY/SkMYARlTUOviMFTUI3HRYSnRYS5pRjQeM/TX9A9BHRBE5qGRKBsW0ktjx2KpQaUMJib2SQL8x/3not1HmJkxk0JtId4qb57r9RxdA7oebXZgc9jYVb2LQm0h3xz4hke6PXL0dX/N+Z6XPY+M+gwADFYDb+96m8V5i/lf7/8dE9/nknZy1PEkB1G0Iwj/vWV+1z7BNG8ow1qux1ygRRXjeZEn5AP9HkTe536GFazHMreCwupgVtneZPCNDeR8NY8cfSD940S8YitxZAlM+vJDHp03j0U1TbyaV06Dqzvfd+hG5uotfNanC5oVv+PSsxcuXVMv6FRHRIxgRMQIRFFk4e4yXlx6kM15dYz5aBPvXJ/CkPgYBoUOYkPZBmYfnM2LfV50RkR/PcCBci1eLnI+mpTExoo19A3ui5vCjVt6R3BjjzAW7Snj5WWZbMmr5+rPtvDNrd2J9rv8ioL/bWzNdzryWGwO7vpuNz/d3eeExjTF9QZeXOL8vXpkRAemD4llaII/d3+3m9xqPRM+3cyDw+KYd9hf++UJyf+61Y0uoZ6AM12qwWA5oeur0WLn1d8yWZddc7S1/V+5tU8E04YEM2XFFBrNjSR6J/L1iK9xkTt9wxfuLuWJX3YhyHWIFm+u7RpB8CksCFuLnyobeCLHWXsycfVypu3fjvLph9p0DpcTZWVlTJo0ibq6Ovz8/Ojduzfbt28nIuL8LSLbxfdfyM2ys21tEzbTVqyObAyKJABiiovo++r7TC/Xskd0vmU99m5i4I7VePn703Hg0Fafm/FgPfXzshDsIs2qSsrCN6CM3YG12mmdJJW6EBX1EMEek9DpSzHuq0W/peL4QWQSFKEaVHFeuA1yVop7qHyY1aggwLc3I8MHEhw0EekZdl1sS3Ibc/FSeuHn0rppBkXaIr7e/zUAT/V4ipGRI497XiaR8Vi3x7j/z/v5PvN7JsZPJEQTAhwT3yaZgRnpMwB4vvfzSAQJH+75kNzGXKasmHI0V/xs3U4AXFwikUhUOBxGjMYSXFz+ucnE5YbUVY5LtwAM2yvRbyy7+OL7CBIJQuxQhj5hZf4rO2jSQm5lV8I7ZVJyYC9psuEMjP+ChlwNpn37se/YwU19+zLa14Pnsor5tb6ZPQHhjMgs5eEtOxn+zbfE/LECme+F73InCAITe4TRNcKLB35MJ6tSxx2zd5MQ6EbfpNHABpbmLWV6l+ks39N81N3huau8eHzLHeRr8+kd1JuvRzq/K3KphBt6hJMS6sldc3ZTUGfg6s+28vnkrvSNbe/SdzHZUdAAcLTg8NZZO/llWl/CfZyi0Wp38ND8vRgsdnpGejNtkLMLc5cwT5be35+75+5mf5mWl5Y5c/2v6hJM71NEzy9lPFzkRPu5UlBrYG9pI0MTjk8Heea3pays+B6HyhtJyxBivUNICfWkc5gnXcM9iQ90Zfra6eRr8/FX+zNj6Iyjwhuc7itb8+v5Nd0Zdb574Pnb0f0d0eE4oWNuYfpucndsIT+5F69aVYjA1etWct+aZYQvXIBUc+7uav915s+f32pj/7tuXVsRh93B1oVLMOtmYTfvw+wXjCiRoNI24/bAE1xXa2GPKMNFKuHLpAjmTZnEhIef5Pr/vdbqUe+W/bXU/5CFUZNL6YD3qBj4DJLIP7DaGlEqg4iKepg+vdcSEX4Xcg9XfCYl4HNbEso4T9Sd/fAYH43/9C6E/F8f/Kd1xn1YOMLhSnGnABQodAQSFjrlkhTeK4tWcu3Sa7lqyVWUNZe12n5EUeSV7a9gcVjoF9yPMVFjTrrdwNCB9AzsicVh4eM9Hx99/Ehr+RUVyzHajHQL6MZ1Ha7jug7XseyqZVwbdy3A0TzBc4l8C4IUjSYegObmzLN+/eWCW/8QEMCU04i1ynCxp3McKo2c4bd3BAEyN1cQkujsRnogPYd0ZT+qO6go9XZjzycfcWjXNsSaSj5PiWF2h2A8jAaaVa68cseDvH3VJKrfe/8f9nZ+xPpr+PW+vtzZPwqFTEJ2VTMz14LDGI7FYeHJVZ/wym9ZgMj4fqW8tf8+8rX5AGyv3M72yu3HjZcY5M7i6f1IDfdEa7QyZeZOfthR3KrH0M6pMZhtHCh3rrT9cFcvEgLdqG02c8vMHdQ2O32WZ/yZx97SJtxUMt6/ofNx9pGBHioW3NOH8Z2djWk0ShnPjm37IssLRWqYM+d9b0nT0cfqjHXcu/IJ1upeQKbJReG9Ha/49xk1YDfPjQ/nlt4RdAxy582db7K1YitqmZoZw2YQ4Hq8eBcEgVeuSmZsp0AeHBZHfOCFzbM27NxJbs9elN57H9aaGhwOO5vnf8eiN/+PRUXlvGKW4wD6pG/hxj8WEvzOOyguQIS2ndZBEEVR/OfNLg46nQ4PDw+0Wi3urdSe+a989MkMdtc30BQWS5lXAI2ubpjkxypjo9QKZiZHkahpu6UkQ3oNjQtyaPHMoaz7+4iCGVEUMFQm02v4/QQEDDmv1IOfc3/mpW0vMTh0MDOGzbiAM78wZNRlcNsft2G2Oy8Uid6JzB07F6X0wtvMLc1fynObn0MlVbFowiLC3E7dYTGzPpMblt8AwI9X/EiybzILXt9FbUkzvyd8SZVPHj9f+TNRHsdHpvfW7OWtnW+hs+hYOH7hcZGTMyUr+1kqKn4iMuJeYmIeP+vXXy7Uf5+JMaMel67+eE+Mv9jTOYFtv+azZ2UxCrUUhewX6koKTr6hIJAybBQdKuqpXLac1+9+iJ2xSSAI3L50Ac9PuR6X1AubfnIytC1Wlu4rZ8HuMrK0W1GHzUW0qzAUPEJM/HqqHdsA6BfcDx+1D0vzl9LJtxM/jP3hhBQ1k9XO07/sZ/Fe5+rb1AFRPDs28T+bynax2Jhby5SZOwnxVLPl6aHU6Exc8/lWyhqNJAW78/ioeO6cvQuHCB9PSuXKzifv/iiKImuzagjzdrngorIt+X57Mf9bnMGAOF9m3t6VH7N+5LO9n2GwOW/gAyX9CPJtIb0mHXB2jb21460opAo+3PMhAgIfDPmAYeHD2nTeos1GwYSrsOQ7b3xt3l4c7NWZ8opS8mI6sWTYdTgkUpJy9jBm3a8IiLh6eZPQdwDdxl2Nm3frrz6dSq+ZTCYKCwuJiopC9S8ssjwbzuZY2yPff2FX7+GsHjiBXVFJVHr6YpIrkQDRaiW3BPvwR7cObSu8d1bRuCAHo3s+5d0/RBTMeHsPpPCPNynb/CAu8n7nnfPrqfQEOM5qsC1YW7KWQT8N4uM9H2N32E+6TZWhigf/fBCz3UyvoF54Kj3JasjizZ1vntW+dBYd87LmMfn3ydy35j5yG3NP2KbR1Mg7u94BYFrnaacV3gAdfToyPno8AO/ufhdRFGnRO28QTDID0zpPO0F4A3Tx78KP435k+dXLz0l4g9PxBKBZn31G29tszZSWzqahcdvf/N7/3WgGOlOnWvbVYtdenG5pp6PnlVH4R7hhMdpRuY+l88gr6DhwKB3CXQi26fBpbsFLIgdRZP+aP1i6bzvNcvg6dxYj8nYCMOvKicxauATR3vqfm4eLnFv6RLLsgf4svv1u3CQhCFITbrHvUe3YhlSQ8nDXh/ls+Gc80u0R1DI1B+oO8GfJnyeMpZJL+eCGLjw+sgMAX28qZM7WouO2OdJVs53WY2ehM+WkV5Q34OwUOffOXvi4KjhYoeP2WU7hfU3XkFMKb3BGdYd3DPhXC29wptIA7K3ZzXVLr+ed3e9gsBmwG0ORVj7E/Ks/Ys7oOXw67FMSvBMwWA18tu8zPtzzIQCPdHukzYU3QONPP2HJz0fq6YkhKZ6NAe6UV5Ri1niwauB4HBIpsdWl3LBjI5E2HSqFBENjA2m/L0V0XLLx1f80bSK+P/vss6N3At26dWPTpk1tsduzZmCAD90aa+hSksvwzF38HKAmf2AKW3sn8k58GB7ytkuR12+roHHRIUyaYsp7foBDMOLl1YeUTp8jlzpb8Zr059Zi/q8cSX1oS/Ftd9h5b/d7NJga+PrA10xbM41G0/Ftf1usLTz454PUGmuJ9Yzlw8Ef8taAtxAQ+Dn3ZxbnLT7tPkRRZH/tfp7f8jzDFgzjjZ1vsL92P5vKNzFx2UTe2/0eLdZjvtHv7X6PJnMTcV5xTEmackbH8UDqAyilStKq01hXuo5mnXO8QG9/bku+7bSvPZ8IoNth8X0mdoNmcw1pe24k99ArpKffzKbNfcjOeZ6Ghq04/uXiRxnujiLSHewizX+vb7gEkEoljLgzCblSSl25As+g0Yy+7xFGP/0RY2LrSa6y0zHPRL+ILmhMFixyKfvDA9hQb+ah4pl0KXHeJL4+dDy/L/kNURSxWx1tMvfkEE+e6H0PAKJgIcg1iNmjZ3NnpzuRCBJ81b7cnHgzADPSZ5z0BloQBO4fGsdDo3yRuafzxvaPmbriMaasmMKQBUNInZvKa9tfa5Pj+a+yo7AegF7R3kcfi/J1Zc4dPY/aB4Z5q3npyqSLMr+2JtDLjmvIzxD8BQXafNzlnlirrqOl6D7+b9QYfDTO1uMDQwfy07ifeGfQO0S6RwLOZlS3Jd3WJvN02O20aJvQ1dZQm5NF/uef0eSipHrMEDYp7JgUMpRI2dFnDAalC+5GPYNz0qmIiCQvuQ9do3WMD8mma4wGd0lzm8y5nbOj1dXkTz/9xMMPP8xnn31Gv379+PLLLxkzZgyZmZmEh4e39u7PihvyDqLbvBK9uxu9wsLo3/HiLGW37K2haUk+ZtcKynu/j13Q4+HRlZROXyKVqlC7yTE0mWnRnXmL+VNxRHwfceBoC9aXrqe0uRRXuSsO0cH2yu1MXD6R9we9Tye/TjhEB89seoashiy8Vd58MuwTNAoNfUP6cl+X+/h076e8uv1VEr0Tifc+/jOy2C0sL1jOvKx55DTmHH081jOWa+KuIb0mndXFq5l9cDZ/FP3B0z2exk3hxpL8JQgIvND7hROa55yKIE0Qt3S8hW8OfMNLm19mou0FAB7r99AZj3EuHLEbNJurMJtrUSpPXoTa0lJE+t7bMJlKkcu9EEUHVms95eXzKC+fh1zujb//WCLCp6JWn3mr5ksJt4Gh1BdlYthRifvQMCSqS6uG3NPfhYGTOrB2dhY7lhaya3kRDocIzICehzfSgbs6DB9WUU4LpS2elBfAeMdq9Eo1eQFhTHcJYvo723EpMDJqajKx3Y75xouiCHY7wgWuPRkXPY6dVTuRS+Q81v2xE2oUbku+jZ9yfiJfm89vhb9xZcyVJ4yxo3IH88rvRx3idI/YXnP88/Nz5jMgdAADQ/+7TbxaC5PVzr5S5+96r6jjCySTQzyYc0cP5mwt5t7BMbipLm9bSFEU+b3wd97e9TYS9wZEUaCb9xh05cMpb7QwON6PCV2Oj/xLBAmjI0czPHw4RdoiYjxjWj1tShRFDu3Ywp+zv8LQ2HDsiRAvwAsy9wMQ4aknI3IoaZHOa8GD82bRubGaA6NGUtPQwEoGo3CR49kcwkCU/Pc8sS59Wj3y/f7773PnnXdy1113kZiYyIcffkhYWBiff/55a+/6rBBFkc3z5qF3d0MNDL355osyD7vBStPSfCzqGsr7votN0OLmlkSXzjORyZxVy0dazF+IyPeRtBOtRYtDbJuo2pzMOQBMSpjED2N/IMI9gipDFbf+cSsLcxfy8Z6P+bP0T+QSOR8O+fComwjA3Sl30z+kP2a7mUfWP4LO4uwWqbfomZUxi9G/jObFrS+S05iDUqrkypgrmTtmLouuXMQtHW/h/cHv8+mwTwnRhFBlqOLh9Q8zfe10ACbGT6SLf5ezOpY7k+/EW+WN0eC8ERIR6RKWcgHepVMjk2lwcXE6EuzcdSUVFT8j/u2za24+yO60iZhMpajV4fTovogB/XfQpfMsgoMmIpN5YrU2UF7+Pdu2jyD30KtYLA0n290ljSrBG5mfGtFsx7Cz6rjnbE0m9Nsr0K4uxpTfhGhrm/P778T3CiS+dyDAYeHtbGqjEFpQmuoRRDs6zziqPaej9LwDd78EHA5oKaljaFYawU21mJRyvkpSolVL2Lm8EFEUER0OtMt/o2D0GA4NHoK5sPB00zhr5FI5bwx4g5f7vXzS4mB3hTt3JN8BwGd7P8NqP/73aHvldqavnY7JbiLWIw4Xc1/MNaPwN93FnFE/cFOCs0nV/239vza9+f+vsKekEYvdQYC7kgifE1PcukV48/GkVBKDLu+252XNZdy75l6e3vQ0DaYGPKRhtBRPI+vACNKLLbgqpLx2dadTCmuZREasV2yrC+/mhjqWvPsayz5486jwlspkyOx2lFYbbhIzPkoDfSObqYofw7qIztikMpK19YyuqyDlhZfomzQBH1sigkOGRWalxquIfTlNrTrvds6NVg0TWSwW0tLSePrpp497fOTIkWzduvWE7c1mM2bzsdxNnU7XmtM7geqePaG8nKGjR6M8jxak54P290JMYiVlvd7BKjTg6hpHl86zkcmO5dqpNc4oRUvz+Ue+j4hvh+hAb9XjrmjdH+L9tftJr0lHJpExKWES/i7+/HjFj/xv8//4s/RPXt728tFtX+r7Eqn+xxeaSQQJbw54k4nLJlLaXMpzm54jxjOGBTkLaLY6l9f8XfyZ0nEKV8VedVLRMDB0ID0Ce/D1/q+ZdXAWJrsJX7UvD3Z98KyPR6PQcF/n+/hkndNyTekiO6Edc2uQmPgGmZmPYzSWkJX9FGVl3xEX9xxeXr1obNzOvv33YLfr0Wg60qXLLJQKZ8GNj89AfHwGEh//Mo2N2ygu+YrGxm2Uls6iomIhEeFTCQ+/A6n03PLR2xpBIuA2MJTGXw6h31yOItwNU04jpuwGrJXHXFCa14KgkKCM8UQV74Wqgzcy77Yp/hEEgaFTEuk+JhKZQoJCLUOulCIc/JWmtx5E1+BFbdQAsoTr0Gp9sFnHIHeNwmpYi7q6hFEZchZ3GUCjxp35g9y4ab2OQz9tQJj/IcVV5ZT6uOPwVOJ47DHi589HUCj+eVIXiJsSb+KHrB8o15ezMHfh0a6v2yq28cCfD2C2mxkYOpAPBn9AtdbG+E82k19vZf5mkZcmPMzWiq0U6Yp4e9fbvNa/PQXlQnLEYrBXlM9/stDVYrfwXeZ3fLnvS0x2E3KJnHtS7iFEGMP9GQeowak1nhqTQEgb+3H/FdHhYP/aP9j4w2wsxhYkUik9r7qeXr06UDn9XvR5LWiCTYSNsGPp+zDf5WrI1hrICXRmDrzcuzsN0k/ZsKAckyEfCX6EuPsjj67BLm8htXfHi3Zs7ZyaVhXfdXV12O12AgKOt+QJCAigqqrqhO3feOMNXnrppdac0ikRBIFb77iDgwcPkpR0cfLfzAVN1BWsp6LXp9gVetTqSFK7zEWh8D5uu6OR7+bzj3wrpArUMjVGmxGtSXtG4ntx3mI+TPsQh+hAEAQEBCSCBEEQSPJJ4rX+rx3X+fGvzDnojHqPjRp7tOW6m8KND4Z8wMyMmcxIn4FDdDC101TGx4w/6RgeSg/eH/I+t/x+C+vL1rO+bD0A0R7R3J58O1dEXYFcevplVLVMzYNdH2Rc9DgW5i7kiugrzvnGY2L8RBS1nlTsA5Vr2wgfT49u9O71B6Vl31FY+AnN+oPsSb8Jb+8BNDXtwOGw4OnZi84pXx5343YEiUSOj89AvL0H0NCwmfz8d2jWH6Sg8APKyucSG/M0QUFXt8mxnC8uqf5oVxVh11mo/WL/sScEUIS7I/VSYs5rwqG3YspqwJTVAOQj9VGhjPRAGeWBMsodqbeq1USKRCLgGfC3G5qkq/G8fj2e2jLCxzxBV58YKvO0ZG2poGCvDE+/MIwVM7HqfRibsY3FnftT4+HKJ1d4sPPAAXq4ylBEHPttPVhbg9eHHxHw5BOtcgwnQy1Tc0/KPby641W+2v8VV8Vexd7avUcLpQeFDuL9we+jkCoI81YwY1Iqt87cyYLdZaSEevJKv1e49Y9bWZq/lBERIxgcNrjN5n65c7J87/8CoiiyoWwDb+96m9JmZ8OZ7gHdeaHPC0R5RFH1lwY63SO8uLnXxbPja6yqYOXnH1GefRCAoJg4Rozqil/lCvRvPIo+zwcEEf/bxmO/5gUWLllJafkhtncZAILAALOMA2/sxWZ21ly4+6pIHRlBQp9AZHIpDofjP3nj9W+gTRIk//7hi6J40hPimWee4dFHHz36b51OR1jY6V0nLiRSqZSUlNZNGTgVDqudvE0zqOr2HUgcuLklk5Ly5UnzedVuTmFp1J9/5BucYtZoM9JkbiKM07/fuY25vLLN6YV9Mmpaanhx64u8N+i9Ez7jsuYy1pSsAWBKx+OLGiWChLs63UWvwF4U6Yq4IvqK084jySeJF/q8wP9t/T+SfZO5I/kOBocNRiKcXSZVtGc0T/V86qxe83cEQaCLe1cqOIDKte1yJyUSJRHhUwkKvIaCwo8oL/+RhgZnMbOf30iSOn6I9B8sGQVBwMdnAN7e/aiu+Y2C/PcxmkrIzHocmcwNP7/hbXEo54Ugk+A+OIymZQUIKimqDl6oEn1QdfBCevjzEB0i1koDptxGTLkNWIp12OtNtNSbaEmrBkDqrkAR4Q4COFpsOIw2HC1WHC02JGoZXtd3uLANfQQBrjzmEy8AwXGeBMd5csRPwT53Ln/s2sku1WCuyNjOpsgEKv1C2JramV1JCfTJ3MykgiUU1LhT7OtB+Pdzce3bF03/fhdunv/ANXHXMPvgbMr0Zfxvy//YWLYRs93M4NDBvDf4PRTSYzekA+L8eHJ0Am+uyOalZQd5YlQ8gwOv48/KBfzf1pdYclXqOfnft3M8Zpud9MNe1n/P976cKdQW8taut9hSvgUAX7Uvj3R7hPHR449ejwI9VHQK8aCozsCb13Zqk5XKk6Grq+Glr75iX0hHomSu3OxawWDzIiTrZiI6oCbdee33mng1yilvsGbNGg4dOkSZXwhlHj7I7CJdVtVhMzvwCdXQbXQEMal+SP7SeVQiaTe0u1RpVfHt6+uLVCo9IcpdU1NzQjQcQKlUXrR0jwuFXWfGmNmAIJcg1ciRaBRI3eRIXOUIp2jH63CYObDxMerCVgAQ4HsliUlvnLLhzZHIt/ECRL7BmXpSZahCazl93qXJZuKpjU9hcVgYEDKAR7s9ioiIQ3QgIlKpr+TRDY+yung187LnMTlx8nGv/yHrBxyigz5BfU4olDxCJ79OdPLrdEbzvir2KsZGjT3u4n6xONZavu0L/hQKHxLiXyY0ZDKFRZ+iVocTE/3IWdlQCoKEwIDx+PuNIjf3ZcorfiQz63F6uC7GxSXylK8zmSppaNyCv99oZLKL10rctW8wqkQfpB6Kk37PBImAIkSDIkSD+5AwHCYb5mIdlkIt5kIdlrJm7DoLxgN1Jx3fbrZTPycTv6mdUIS1nd2atP+DXJE/Dr0tiKyWBCbs3US1zc7WHqOo9vVlY5dhpHfqy+CMtXTYvoOcYG88nn6a6CWLkfm0jeiSS+VMT53OM5ueYXXxagCGhA3hvUHvnXQF6p6B0Rwo0/LbgUpe/z0bhE64RK2jnloGfvsgibJpPDe2I51C/1mEH2lT0R7dO559pVrMNge+GgUxfpd/h0Or3cqM9BnMzZyLTbQhk8iY0nEKd6fcjav8xONfcE8fTFY7Xm20UukwmWhesxbXvn2QeXtj0uuZ985r/DrkRsxKNVlxnflDtNNT25srmvfSt6QFiXYTUg8P/B55iqyMHDZv3oxdENga3hmAXjkmOvhr6DE2kohO/83Uon8zraoUFAoF3bp1Y/Xq1Vx99bEl7NWrVzNhwoTW3HWbI1rtNG8qp2lzNs2eu3Ct64LMcnwag8xHhdvgMFy6BiBInV8Us7mGfenTaBb2gSgQ4XI/MZ0eOu0X6UjOt/EC5HzDmdsNfpD2AXlNefiofHil3yv4qI+/uCd4J/B498d5c+ebvLv7XVJ8U44KaZ1Fx6JDiwC4NenWCzJv4JIQ3gAmg9O2ry0j339Ho4mnU/LH/7zhaZBIFHTo8AJ6Qw5a7R4OZEyne7efkUpPzIlsbs5i777bsFjqKMh/n7gO/8Pfb8xFuQgIgnBWOdwSlQx1vDfqeOeSvMNix1LajLVMDzIBiYsciVqGxEWGRCWjaWk+5rwmamdm4H9PCvLANhI0kf0hOJUJFWsplSegR0WgQuC69H2UeoeSEa+hQBPCss7j6KCJ5Iq1C6mpLUH1zDOEffHFCa2oW4sxkWOYmTGTQ42HGBo2lHcHvXvK1C9BEHj3+s7EB7qRUa6lrNFIaf2NiEGf4HDdw+7STdzwlZZPb+rKkAT/k44BsGRvOa/+lsWopABeverMbtj/K+w8nHLSM8r7shdlDtHB81uf57eC3wBnTc+TPZ4kwv3U6SRqhRS1om08QES7nV1PPslGhYL4hQsZ8fL/sXTWF6z1CsWsVBNkqsHPpmW/Jo7tnl3Y7tkFwiAsdiJxViUBP2Qib9iGC5Dr25lGjQI3q8irg+JISGoX3a1NeXk5Tz31FCtWrMBoNNKhQwe+/fZbunXrdl7jtnqY7tFHH+WWW26he/fu9OnTh6+++oqSkhKmTZvW2rtuE0RRxLi/Du2KQmxaA2XdP8DolYvU7kFI6VRcK1JxGKwggq3eROMvh2jeWIb7yAi0ftvIy3sdi6UWidWFiPoniJp0yz9+mVoj8g2ntxvcWLaRednzAHi1/6snCO8j3JRwE2nVaawuXs3jGx5nwfgFeCg9+Dn3Z1psLcR6xtI3uO8FmfelxJHIt/Iiiu8LhUSiIDl5Bjt3Xolen01OzgskJr593HnZ2LSL/funYrM1IwhSzJZqMjIewNt7APEdXsTF5cQGQ5cyEoUUVYznKdNKfG7pSN23B7CUNFP7zQH8pnVG7tsGRVqCAH0fRPXz7Vwn/MFS70k0NDRiVzQTrM8iKA1yA6vZ2KELuTHJmJRqXC2z8d64ibzP5xM8+VpcPVt/NVEqkTJj6AzSqtMYEznmn2suFFIeHBb3l0cG8Ob2Zn7ImY1b6GKa8gO567vdvHZVMjf2PN6S1mS189KyTH7cWQLA99tLuKF7+BlFyv8r7Cg8Vmx5ufNB2gf8VvAbMkHGmwPfZFTkqIs9peOo/PAjNioUGDQa9mg0lL3yf2hNOnZPfgyA/ynLGdn1GnbnNbMsv4ytCpFiPxWlAb6UHh1lGO7GFixKZ93IC8lhJAa3ftfK/zqNjY3069ePIUOGsGLFCvz9/cnPz8fT0/O8x2518X3DDTdQX1/Pyy+/TGVlJcnJyfz+++9ERFy8IocLhaW0mablBViKna4s9clLMHo5G2PYpVpKIt8lsPdVxMW8gNSipmVvDc3rSjG05FGQ8yLGWmeHQoU+hJADDxM+7cyihhc851tx+sh3nbGO57c8D8DNiTfTP6T/KccSBIGX+r5EdkM2pc2l/G/z/3hv8Hv8kPUD4Mz1vhzv1M1H007+/eIbQKUMJDn5I9LTp1BZtQgPj66EhEwCoK5uHQcypuNwmPHw6E6n5E8or/iR4uLPaWjYxI6dY4kIn0Zo6GRMpkqMxmJajMUYW4owmsoJDBh/dKx/CxKlFN/bkqj9+gDWSgN13xzAb1oKMs82cExJvBI8I4hsyuLBLla0u35jc11nDti7Y1Nria8qwdXUwsqkXpSExvD1xHtQ/vw7lgOBKF7cyviHuhIY3frCNEQTcpwt6NnySI/72V61iXxtPm6x72Nu7MYzSxup0PbgkeFxCIJAQa2e+37YQ3ZVM4IAUT6uFNQZeH91DrNu7/nPO/kPYLU7SCt2Ni273Istvzv4HbMPzgbg5X4vX3LCW7v8N7Zt2YwhJQVECQgOakIjyfDwwahyxc9go3lHPN8tSAMg5vCfUWGgKcmDXD8TmTI79RoPdGqn8E5wVTEp8PK/qboUeOuttwgLC2PWrFlHH4uMjLwgY7dJgup9993Hfffd1xa7ahMsZc3o1pYcdk0AQS7BPriUemEZAEkdP0BvyKW4+EuqqhbT2LidxMS38OjTmUrf2ZRVfIco2BHsCnwKxuFVPBrP4XHIfM4skqbWOCPfNosDq9mOXHl+y2ena7QjiiLPb3meBlMDHbw68HC3h/9xPDeFG+8Neo+bf7+Z9WXruXfNvdS01OCr9v3HQsp/K8fSTi6tJi/ng7dXH2JiHic//21ycl/GzS2JlpZCMrOeQBTt+PgMoVPyDKRSNdFRDxIYMJ6c3JdoaNhEYdHHFBadPAWmqWknCoUvfn4j2viIzg+JixzfO5Op/XI/tlojdd9k4HdPClK3Vk59ksqgz3RY8ST8+QoewEh/qCy9BXO1nf63RJBTnoZi/xZ+79SHav9Q3p98HTdvsONplLLk/TTGPZBKSLxX687zPFFKlcwYOoPXdrzGlootKLx2IvdI48uMXhQ2TmJoXCz/+zUDg8WOj6uCD2/sQpiXC8Pe38C6nFr2lDTSNfzSPsa24EC5lhaLHU8XOR38/93t4E/HisIVvLP7HQAe7vrwKd2xLhbGjIPkv/IKmSOcReuudQoskmJa/ILZ3dF5o9gnw4Sh1oKAiJuuCK/GHIKjXEl69XHq9Vq++eYbOjocDBl7BWJsPAf1Jq7w80B2kYpELxSiKCK2UbfevyPIJWccAFy6dCmjRo3i+uuvZ8OGDYSEhHDfffcxderU857H5aMU2gBziY7mtSWYcg63QhecNmeKwXLSsh8AG4SG3kpgoLPTm5/vUA5mPoHRWMTevbcik3lgs2lBAF/P4QSW34q1xIE8yBW3gWfeYVCukiKVSbDbHBibLciV57f8fSTt5GSR73nZ89hcvhmlVMlbA95C+Q/uGUdI9EnkqZ5P8cr2V9hZtRNwNtW5VHK0LzSmyyzyfYSI8LvRadOprVvN3n13YLU6z/3AgAkkJr6F5C+dPF1coujSeRY1tSs4dOg1zOYqFApf1OoIXNQRqF0iMRjyqK5eysHMR+ne7Wc0movTRfZckWoU+N7VidrP92GrM1I3+yD+07sgtPbFMPVmWP8GGBtBIkM+8Qs67vAgfVUJhTu1THxkIskHM3FZvoJfU/rQ6OHN7OEGpi3LQmWLZukHuxk9tSNR3c49Mt0WhLmH8cWIL9hTvYdP9n7CrqpdKLy3ss6wi5V/9sNiHU6vKH8+npRKgLtz1eHariEs2F3GB6tzmXtnr7Pan9XuYM7WIqJ8XRmWeKIJwL+RI/7ePSO9L5qTR2uzvXI7z25+FoDJiZOPNnu6VLDV1lI8fTo7OyVhl8mQGi0IdbtRArmJHTEplLgb9YxN/56o2CQki2cis5vwnDiRwBf/h8Vm4+fZP+NwOEhISGBgj+4IgsBg78ujIZJodVDxwom9XtqC4Jf7Ipxhvn9BQQGff/45jz76KM8++yw7d+7kwQcfRKlUMmXKlH8e4DS0i+8zwFJpQPt7AeZDTc4HDotutyFhSH1kpKXdgM2mxd29M3GxxxoKeXh0pVfPZeTlv01Z2VxsNi1qdQTxHV7Ex2cQdAXHSDuCVECQnXlhlCAIqN3k6BvNGPVW3M8z99RT5QmcGPleW7yW93e/D8Bj3R8j1iv2rMa9vsP17K7ezYrCFaikKiZ2mHhe87yUMbdcPjnff0UQBDp2fIeduyZgNBYDEBo6hQ5xzyOcxNZREAQC/Mfi7zcau914tCvrERwOKxZLHY2NW9m3/256dF+EQvHvWkKVeSjxm9qJ6k/2Yi3XYzxYj0unVs6/VLhC/0dg9Qsw8lUI6UanwSb2rimlPKeJ2pJmyraLRBQlM7F5B7/27k6TqxsfXduZcbv3EVfpxe9fHWToqHISrzk+PaPJauPZXbvJ1bfwXb9eBLtefHeMrgFdmTlqJjsqd/Dq1vcp0mei9F1PSFAZ71zx8VHhDfDA0DgW7Sln06E6dhTWUWHbxKriVdyRfAc9Anucch8mq5375+1hTZaz5/3/rkjkrgHRrX5src0xf++L871qsbYwI30G+2r3MTlxMmOixpy1BezpyKrP4uF1D2Nz2BgZMZInezx5cVIZ98yF0u0w6nVQOVeP60qLyd68gbzFv1ATGUBLaBiIIsrKQwhAR38d3yX3BzuklhwiI9YH33XzcZPYEe68G90VYynbs4ecnBwaGhpwd3fnyiuvvCxTNf8NOBwOunfvzuuvvw5AamoqBw8e5PPPP28X362NaLVT980BZ9GkBFxSA3AfEobssODNyX0ZXfN+ZDIPkpM+RiI5PrIrlboQ3+H/CPAfR0tLAYGBE5BIjkWPJeeYMqLSHBbfF7DL5ZHIt9lu5r3d7/Fj9o+A0zbsxvgbz3pcQRB4sc+LuMndSA1IPSryL0dM+ssz8g0gk7mR0ulzsnNewM9vOOFhd/3jxUAQJCcIb3A29+mUPINdu6/BaCzmwIHppKZ+d8L35lJH5qNG0yeI5j9L0W8sQ53cBq4DfR+E1FvAxZnH6+atIrqLL/l7aln8/h4sJjsyiYLbXXMIWLmT2UPuoMrLj0W9u5Nakkuv/DSWbvWlImM/Q5+5FUEuZ3NjM/fvP0SVQwVyFc+u/I3Z11w6N8m9gnqx9Jr5/Jy9gvfTX6POmsek32/k9f6vMyhsEABh3i5c3z2Mn/bt5MH1U2mR5AGwo3IHbw54k5GRI08Y12C2MfW73WzNr0cqEbA7RF79LYumFiuPjezwrxU7NruD3UWH872j2j7fe1fVLp7f8jzl+nIAnt70NLMyZvFg1wcZEDLgnN5XrVlLWnUau6p2sbt6NzkNOYiI9AjswesDXr+gwv6Maa6C3x4FuwVtdRXZvhPJ3raJupIiAETAFOQsFJbrrPjIY7ky9EeWTF5MTQ2EKOWMUgqUyOWsGXk4/U6nhR9/PLoLQRC45pprcHH5d3QbPhsEuYTgly+O8YIgP/PzJSgoiI4dj+8QmpiYyC+//HLe82gX3/+A8WA9DoMVqYcSv3tSjrMzq65ZQVmZs2NjUsd3UatPnTri6dkdT8/uF2xeLhfQ8eRIZ0etWUuRtognNj5BdoOzGPT25Nt5IPWBc74Yucpdeb7P8+c9x0sdU8vll/P9VzSaeLp3++mCjCWXe9I55St27b6WJu0ucnJeJCHh9X+d4NH0CaZ5YxmW0mYsxTqUka1c1CgIR4X3EVKGhpG/pxaLyY5ULmH03clEUo/r3EcwLzSwvv940jv2ID28A9VuXgzP2s0mq5mMV96h4ppr+a7RiIgEt+Ymmt08WekRw569W+jape2a9PwTgiBwfeJY+oel8tiGxzhQd4D7/7yfO5Pv5P7U+7HYLagDVuAS9QMtggOlREVH30TSa9J5fMPjPGt6lhsTjgUPtC1Wbpu9k/SSJlwVUr65tQd7Shp5Z2UOn6zLo7HFwssTkpH+C1M2siqb0ZttuKlkJAa1XYpCi7WFj/Z8dNQRK8g1iNGRo1mYu5Ccxhymr51OV/+uPNT1IboGdMVkM1HbUkt1SzU1LTXUGmvRW/W0WFswWA202FowWo1UGirJbcxFRDxufz0De/LhkA/POA3ygrPtE7bW9mB/gwuGLBMwF3A2yvLTGsDdm3yVK4JDirtpIKP8X8X9quf5VCsHrDwYEcCk7jcxd+5cSkudniZqtRoPD4+jfwkJCResuO9SQxCEM079uJj069ePnJyc4x7Lzc29IIYhl6dSuIAYdju737l0D0DmrUIURbS6PVRXL6Oy0nn3ExF+N76+Q9t0XqoL6HhyJPJd3VLNxOUTMdqMeCm9eK3/awwIHXDe41/u2K2Oo+19L8fId2vg6hpLcvJH7Ns3lYrKBWg08YSF3YbDYcZq1WGzabHZdMjlPri4XJrOSFI3Ba5dAzDsrKJ5Y3nri++TEBTjQWiCF7UlzYyZ1omQDl5gv4qQoJcYacpFtnEJoeX5rBp2PRVefizqNpRe+QfYFxZLXaMRgE456UzY+SuLht1EZnACz6UfYnnHHkgVl9ZqRJAmiDmj5/Du7neZlz2PbzO+Ja06jeqWaioNlQgCWHVJxChuZubI0byx8w0W5C7gtR2vUWesY3qX6dQbLNzy7U6yKnV4qOXMuaMnXcI86RPjg4dazvNLMvhhRwk6k433ru+M4m/pgA7RgcFqwE1xaRYyHkk56Rnp3WY3D2nVaTy/5fmjrdyv63Adj3V7DI1Cwx3JdzAzYybzsuexp2YPt/5xK24KN5otzWe1jyiPKHoE9KBHYA+6B3bHV30RbfZaGqjYtIpt1SGACRAIkBoIrLLgV92I4KphRf9hYLPhoo8gUp5BaGoMc4KvpPJQOUFKOTcGeaOQSLj11lvR6XRoNBoUl9j3rR145JFH6Nu3L6+//joTJ05k586dfPXVV3z11VfnPXa7+D4NtkYT5vwm5z866sjLf5fq6mWYTGVHt/Hy6kt09KNtPrcL6fV9RHzbHDZsDhs9Anvw5oA38Xc5dYOLdo5hOpzvLQigULV/pc4UX5/BxMU+zaG818k99Cp5+W/jcJiP20YQ5PTosRg3TcJFmuXp0fQPwbCzClNWPdbaFuR+bbtELAgCVz7UBYdNRHpkOVUqgz73kap9GlGmhnzwq69m5XX3UK5UsbajcwVOabUwOCedqLoKfPqN5pmECG7RQXpECgtmvsV1tzzO+leW4Oomoc9T1yDILv65LZfKeabXM3QN6MqLW19kb+1eAIJdg7m30+M8OdfGXpuDbQWN/K/3//B18eWzvZ/x5f4vKW6qZnfaYArrTPhqlHx/V08SAo9Fh2/uHYGHWs4jP+1l2b4Kmk1WPp/c7Wgzlsz6TJ7b/ByF2kImJUzivi734aZww+EQ+WRdHj4aBZN7HX+jWG2oxs/Fr81SI7YXHMn3bpuUkxWFK3hq41OIiAS6BvJSn5foG3IsncBT5cmj3R9lcuJkvtz/JYsOLToqvFVSFf4u/vi7+OPn4oe7wh0XuQsuMuefq9wVD6UHXfy7XDSxLYoiW5v0rG9oppObC8O83XDZ8TW/l/UAikHqh9xtAnqbGZn1O+wd/Sm5+jqMublIbS6oWwLpE/UjlnE/8vFeZyrO/eH+KA83v5LJZHh7t85n1dCwHYXED41nTKuM/1+gR48e/PrrrzzzzDO8/PLLREVF8eGHHzJ58uR/fvE/cPF/TS9hWtKqEUUH1X2/Jidn29HHpVJX/PxGEBhwJV5e/ZBI2v5tPNLl0nQBcr7dFG54Kb3QWrRMS5nG3Sl3I5Vc+ktCZ8sRdxh9o5nmBhP6BjP6RhPGZgvJg0IIjjs3m7Ij+d5KV3nru15cZoSF3YHBkEdF5YK/CG8BmcwdELHZdOTnv0OXzt9ezGmeErm/C6pEb0xZDeg3l+N1ddw/v+gCIwgCUvnfzruuUyBjEV3LdiLaTKyvhuvmvM3uyQ+xReVBZHklIzf+hNLVHauHNzmlNeRVrKF351S2u4XymSIG7v+YBmUPaAKXO54g6d1nkPv7U26y8HVZLTcEepOoaYNGQydhVOQo4r3i+SDtA2K9Yrkz+U5c5C7s75XJzC2FvLcqlzAvF3ys4+goN5Jpmc0fJYuxqTPxDxjI7EmTjhPeRxjfORiNSsa936exPqeWRxfs5aNJnfg241u+2vcVNtGZXvZ91vf8Xvg7D3d9mLrKTry/2tnfITHInaQQF1YWreTHrB/JqM9gcOhg3h/8/ikbD4miSJ3eQmljCwHuKkI8//k93VG5g1/zfuXuTncT4R7FqoNVfLu5kN1H/L3boLlOTUsNr2x/BRGRcdHjeLbXs6dcEQhwDeCFPi9wX5f7aDQ14u/ij7vC/ZJNNXOIIivrtMwoqWGPruXo4yqJQGp1JJ6hLYRY1MjUGmAvAFVhh4t7c53ngkYXTbx6K4YbXuPRvAbKzVb8FTJuCmr9z8ZkqOVA2nTsgpHUrnPw8j514XE7p2fcuHGMGzfugo8riKIo/vNmFwedToeHhwdarRZ397a12BEdIlXv7KLeZRXVSbMQBBk+PoMJDLgSX9+hJ2233ZZkbqlg3dxsIpJ9GHd/5/Mer1RXilW0Eu3x76/2z9pawf51ZVhNdqwWOzazHZvFgcNx6lPd1UPB5Jf7nJNnesWhRn59Lx3PABcmv9T7fKb+n0QUHbS0FCCRqJDJ3JHJNAiChJaWQrbvGIUo2uma+gNeXpfme2su0FL71X6QSQh6ugdSzSWyfGy3wbYZsO4N0mp8WF/jjIC5JiSgz85GQECpHkWfjnDAX0NRURFGbz++S+6DKEi45de5RJhHIAgKPJsO0b3seyRvv8tkwY0Sk4VQlZyNPRNxkV6EgrdTUNNsYuDb6zD9zUNY5paBKng+gsQpnmUSGan+qfQN7kv/kP508OpwXHR6R0E9N3+7A7u0iuiOy6g2O4s4R0SMYGzUWD7a8xFFuiIAHMZwjFVXIto0hEXsBbcdNJobj9v/8PDhvDPoHWQSGaUNLczdXkxhnYHShhZKGlposTjT1jRKGaseGUjwaQT4wfqD3P7H7RhtRlyl3kiqplNR5yxulksFbu8XxTNjElpV2IqiyAN/PsCGsg0k+yQzd+xcZBchCHWhsTgc/FLdyGclNRxqcQYDlBKBkT4eHNC3UGQ8FuySOBwEN9USU1tBVG0FKqsdQZSglNgQWkJQGSNovNrGLFkIZoeIVICPEsK5LrB1VyWsjUb2rr8Lncd2FPoQundciDq29W00T6XXTCYThYWFREVFoVK1QVOyi8jZHOu//9vSSpgLtZj1ddR2WQhAbMyThIffeZFndYxjaScXpstlmHvYBRnnYmNoMrPxx1xspzDwl0gEXD2VaLyVaLxUuHkrObSrhuYGE3tWFdNr/NnffBza7bQqa4s23pcjgiDB1fVEG0sXlyiCg2+kvPwH8vLfpnu3Xy7JSJkiyh15qAZrmR7D9krch18iOepSmdOeMH4s3ZZMR9xXwIaaaAzZ2QiAl6YrRnlHctJyuOqRBOabTFRVVZFYUUpmSASbuvem884V6LmKJs84Duo68Eq5lkpf53leZrLyYVEVz8YEO/+dmUFxxl56jL8GhfriODT4u6mYOiCaGX/moZBKSAn1oEeUNz0je6BxH8uqkqVsqdhCaXMpu6p2satqFx/t+QilVEmoJpQwtzBC3Zz/HdyrmG31C6g223CVufFCn/8xJsrZhXhQ6CBmZ8xlRvpnSNQluEZ+igg0CiKYIdA1kBvibyBUE8qzm59lTckant38LE91e4kbvtxGhdZ03LwFAZQyCXqzjTdWZDNjUupJj6/KUMUDax/AaDMiihIM9gYcHp/gaX6Am7unMKVPBP7u5y5wHKKDL/Z9QXZDNs/1eo4A15OLtuUFy9lQtgG5RM4r/V65LIR3pdnC1el5RwW2m1TC7SG+TA3zw1cuQ79hPd/+soU1XSIpCAijQeNBmXcAZd4BbE3oSqLORmSmkfhyK4eC5WxMldMgUYJDZICXhpdjQ1p9pchcpKVgxUx08dvBIaVj3FttIrzbOXv+/d+YVqJldzW1HRbgkOvRaBIIDb31Yk/pOI6knVyInO/LiZ2/FWKzOgiIcqfftbHIlFLkCikyhRS5UoJcJTuh8YRfuDsrv85g76oSkvoHo/E684tXWU4jGRucuXzdxlwiousyIiryASorF6HT7aO2diX+/qMv9pROQBAE3AaE0vBjNvptlbgNCkWQX0JpW37xcMdKum//HH76im01wfQMayF++r3Mf+MAjV7x7HnzZ6567ga+WbKcLmU5ZAeFURQWx+49GxgeVcv+Yn8+vfdeGjQygmuquLkkl7e7D+Tz0hquC/RG3L+b32e8g8NuR9/QwKhpD160w31keAcmdAkh1EuN6rjPwZ8ewZ0AKNGVsKViC1vKt7CzaidGm5F8bT752vzjxhIkYNPHIzfdzIDgEUdv/uRSOaVFPWnOU+MevBKHaxoCYDNEozEPYtEN03FTOW9SVDIVj6x7hBWFK0gr1FOhHUOEj4Y7+0cR5u1ChLcLIV5qDlXrGf/JZpbtq+DmXuEn+HQbrAamr51OrbEW0RyIoWwyHpHfgaKWsI5zuWPQbLzPI7LoEB28vO1lfjnkNBLIbczl6xFfnxCYqW2p5c2dbwJwX5f7zrr/w6XK84fKKTJa8FPIuCfUjykhvrjLpJjz8yl64kmK6kxoB3Sje1kevYqyGTbhWnb6BbG0polMg4n9blL299KAKDrvpoBwlYKXYoMZ7evR6oED/c5K6lakUdXb2Qo9IngaPol9WnWf7Zw77eL7JDhMNupKtqDrtgmA+PiXL0pe9+m40JHvy4HGKgNZWyoB6HttLEGxnmf0upiufgTFelCZp2Xb4nxG3J50Rq+zmGysm5sFQNKAYMIS2t5X93JHqfQjPPxOioo+Ib/gXXx9hx3XVfNSQZ3si9RTib3JjGFPDZpeQRd7SscjkULf++keP4au+xYi6XoTeAbSa4KBrUuKyfUbhu3pmbh2HIZNmkFCVTGZwVFs6jkc73U/M+/K6TRpZASZrXz4yZv41VazWeHK1pRuTFu0grHLv+WItMhYt4rE/oMITz7/dLhzOlSJQKy/5rTbhLuHE+4ezqSESdgcNir1lZQ2lx7312RuYkT4FXy2zIfSJhNPLzrAJ5NSEQSBtVnVfLetGHBnxvB3iAw0YrbZue2rQsqbjMzaUsKDw5z5/4PDBvPmwDd5YsOT1LAJdZCVGde8Q0qY53FzSg7xYFLPcObtKOHFpQdZ/kB/ZIdTemwOG49veJzcxlykojvaklvpERrDe9fN5faVt1KkK2Ta6ml8O+rbc3JisTvsvLj1RZbkL0EiSPBV+1KuL2fKH1P4asRXxHk5j0UURV7e/jI6i46OPh25Lem2s97Xpcjaeh3La7VIBZjfOYakwxFqh8VC2UMPUdHQyKahIxBlIDEbuemmm4jp1Jm+wMORgeQaTCytaWJJTSOHWsy4CAIPRwVyd6gfqlZOyxLtDpqWF6DfVkFV6kwccgMa1ySiEx5o1f22c35cOsl6lxD6vZVUd3D6dwcFTcTTo9tFntGJqA9bDdqsDqyHbe4uBwxaM/XlesTT5Gefiu2LCxAdIpEpvgSfofAGZ+Sy//VxIEDujmqqC3Vntr9f89HVmdB4K+l77eUR/bkUiQi/C7ncm5aWQioqF17s6ZwUQSqg6e9s3a7fVH70/LU1mjCkVdPwcy5132ViLv7nc0un209GxkNUVS+78BP1iUEy9GnwdDYA6TIqmoAgOXapkkNx16OwehPpnkTX4hykDjvlQZHMuvpemjRqPHU6btmkI/WTT3EdOIAHVyxCYbGQGRpFZlxnpIpkpIoUAFZ+9AbWpuoLP/9WQCaREeYeRt+QvtyQcAOP93icj4Z+xJwxc7g5aSKf3NQVmUTgt/2V/LCjhNpmM0/+vB+AO/tHMbCDH+Hu4cR5R/H0GKcrz+fr86n6S2pJlLov1qqJiKKAzHM7f1R9xcnKrR4fGY+7SkZ2VTM/7nJa94miyFs732Jz+WZkggJd0S24SHx59/rOhLmH8PXIr/FWeZPVkMX9a+/HaDMeN6bNYUNr1mJ3nPw6YXfYeX7L8yzJX4JUkPJG/zf4adxPxHnFUWes4/aVt3Og9gAAvxf+zvrS9cgkMl7t9+plkW5itDt4JtfpYDY11O+o8Aao++wzyrVa1g0bhkMGEqOeBI2amE7H31h2cFXxeFQgG3smsKN3Iun9kngwIqDVhTdA0+J8DNsq0YVswuC3D0GQk5T07iUZpGjnGO3i+ySUFn6Lxa0MGR7ExT55sadzUuRKKdLDHrT/5ui33eqgLLuBrYvymP/qTmY/tYX5r+xk5hOb+eOrDA5uKkdXZ/zHcaoKtBTsrUUQoM9VZ2+t5B/hTkKvQAA2Lzx00gvjXynPaeTA4XSTobcktlsMtiIymRtRkdMBKCz8GLu95R9ecXFw7RGAoJJhqzNSN/sglW/upOqtXTQuzKVldzXGrGpqv9xP8+byk55fVmsjWdnPsWv3NVTXLCc7+zms1jO7ETxXBInAiPu6IZM65xOe4M4tD11Dn/g4kioKATCqXfHU1nPjki8Q879m++5ywr/6Cs39d9ErfT0A6/uOR3Dpg4cjBgQNOp2ebc+NgfmTIXMJWE2nmsIlT9dwL54cHQ/Ay8szuXvubuoNFhIC3XhiVPxx245LCaJbhBdGq523VzoblZmsdh6Yl46xsQsRorMl9dzMuTy18SkMVsNxr/d2VfDYSOeY763KoanFwg9ZPzA/Zz4CAsbyG3CYwvjfuI6E+zjz6qM8ovhyxJe4yd3YU7OH65Zex3VLr2PkzyPpPa83qXNT6T+/P0MXDuXlbS+zrWIbVoczXdHmsPHMpmdYVrAMmSDjrYFvMTZ6LL5qX2aNmkWKXwpas5a7Vt3FisIVvLHzDQDu7Xzv0Wj4pUxFbhYbf5hFi0573OP6JhN15U7Lw4+KqykxWQhWynkiMvDoNsaMg1TM+Y6tffvikEqQ6rW4FB9i2K2nrv0SBIEItRIPedtcDyyVBgy7q7Cq6qhNng9ATPQjaDQd2mT/7Zw77YrhbzSXHqLa19nJLybqKeTyc7Ofa20EQUDtdqTFvBV334vrvnK21BTr2PVbEWU5jUcb1AAggEwuwWSwkr+nhvw9zmJGdz81HfsFkToy4oScbVEU2brI6UaQ0DcI7+AT25qfCb2viiFvTw1VBVry0mqI637yQhWr2c6ff003SWxPN2ltQkJuoqR0NiZTKSWls46K8UsJiVKGpncgzevLMOcedruQgCLEjfq45VTIZqHURaDJTMWnfBDBV45BqpYjinYqKhaQl/8uNlsTAFKpBrtdT0XlT0SET23VeXv4uTD+kW5UHGqi87AwpDIp48ePp2jOd+SZjajtFj7Y+zoFNg0G0c7+VR/TWL6J0oPp9JBIyYzvQ72nGwV9D3Hbj1vZHDQKS8sydtcFEZ++joDs5eATC3euPqFD57+Fu/pHs72ggT+za0gvaUIpk/DxpNS/5ZQ7f5efH9eRqz7dwqI95dzWN5KFu8vIqW7GV6Nk9nUPsL4ygte3v86KohVkNWTx3uD36OB1TCxN7uVMPcmtq2TKkqcosqwFwMN4FaXaJIbE+3Fjj+PzsBO8E/hs+GfcvfpuSppLTnoMDaYGFuYuZGHuQjyUHgwNG0qjudEZyRZkvDvoXYZFDDu6vYfSg69HfM2Dfz7IjqodPLnRGYhK9E7k9uTbL8Tb2mqIDge7li1i8/zvcDhEmqoqufKxZwGoKmlg5ldzsGEivNNIPg1wyqBX40JwlTk/T9FioeLZZ9nRoxcmtRqJxYa6LJ+OvfvgE3rpmBPo/ihEFB3U9PoOu9iCh3sq4eF3XexptXMGtFsN/o3dq29BK92KqzmJXqOXXJLuCkdY8PouakuauWJ6CpGdLmLHr7NAdIikry5hx5KCo9Z/ancF4R29Ce/oTViiNwoXGTWFOkqzGynLaqCqUHd0GT+sozcj70hCpTm2pFa4v47fP9uPVC7h5pd7n1XB5N/Z9VshO5cV4uat4qaXeiE7SeHcxvm5HFhfhsZbyaTne6FQt9/DtgVVVUs5mPkIUqmGvn3WoVBcekLOYbKh/aMIiVqGMtoDRbg7yEU2b+mD1dpw3LYyiw++/kNpseega3amMWhc4+kQ/xLGlmKysp9CqQykb5/1F2UJubGxkS+//RaDwYBUFElyZFNTGYxJl3vsGFR9qYzowewhfgiiyCKNg/oXF3DIx4bDmoOvtws3R6YhNdZB7Ai4aQFI/p0Lro0GC2M/3kSl1sRLVyZxa9/IU2776E97WZReToinmvIm58rdd3f0ZGAHPwD21uzlsQ2PUdNSg0qq4rnez3FV7FUAGG1GXtv8JYsLvkeQOu3uEl3GsjNtAJ4uClY9PPCUjiaV+kr21u7FTeGGu8Ld+ad0Ry1Ts6d6D6uLV/NnyZ/HWSHKJDLeH/Q+Q8KHnHRMs93MExueYF3pOmQSGfOvmE+8d/xJt70UMOqb+eOzDyhI28nulL5s7DmC5Jx03hnYi6jwWD794GtMQhMisCxlABVePgxxd2Ve19ij1/vajz5mzZYMcjoGgwguhQeRW0zc8fHXePgHnn4CbYQpv4m6rw/QELmS2g4/IpGo6NVzOS4uURdlPu1Wg2d3rO3i+y/UVq9m/8Fp4JDSxe97fDr3bPV9ng/LZuyl5GADQ6ckktj3EivwOgkGrZk1szIpy3b+8Mek+tFtbCS+IZrTNqexGG3kpdWwaUEuNosDN28Vo+9Jxj/CHYdDZP4rO2msNNB1VAR9rj6/bl5Wi515L25H32im91XRdBsdefQ5URQpz2lkyYd7AbjywS6Edbz0BODliig62LXrKpr1B3F1jUMu88TuMOFwmHA4zAiCguioBwgIuPANEc6H+voN7N13B3K5N7GxT1FTspIG3RZE6bFunlKphujohwkNuQWJRIbDYWbL1oFYLHUkdfyAwMArL8rcDQYDf/75J2lpaQDIRRuyJi9ktZnIFEko1R0Z7/Uyr/e/j1/UyaS4qXl3xa/szA1Aa/0NRBMDxo+mZ9ErYDPB0P/BwCcwGo1UVFQQHByMWn1s1c5ht9NYWY53SNglGfgobzJyqLqZQR38Tju/Sq2Roe9uwGh1rurdMzCaZ8YmHrdNg6mBZzc9y5aKLQBcHXs1qf6pfLL3E2panCt+dmMofpZrKasKxu4Q+eSmVMalBJ/XMdgctqNCPLM+k3u73Ev/kP7/+JoFOQuI9Iikb3Df02570dBVUFXVxLKP30VXW4PBw5tvbnwEy+HPSW0y0je/gJi6Q0jtEgp8AljZuRcyu5371+u4YWInojr5YFj+NcvnlJDVUQESB8rqUhQN1XQZOZZhd953kQ/SiSiK1Hy6lzr7KqqSvwZBpEOHFwkLnXLR5tQuvtvF9zkhiiI7Nl2BwZaDT9l4Ok9+H+ESah5xMtbMyiRnRxV9ro6h66hL2+auaH8da7/LwqS3IlNIGDCxA4n9gs7qAltfrmfFFwfQ1hqRyiQMnNQBQYA/v8tG6SLjllf7oHQ5/whhzo4q1szKRKaUEhDphklvw6S3YDLYsNuc/uEdBwQzZPKl2fL8cqa+YTN7957O9lNCUsd3CQyccNpxHA4LgiBDaIO23wczH6OqajGhIbcQH/9/AFia9ZQu/4Um82YEhwLfmnG4p8Tj2iPwaIv6wsJPKCj8ADe3JLom/oy1WIetwYQq3hu5f9v6aFdUVPD7/G8p0znFpNSmxq05iqtdPiMi1ETNLb/Tf18ZusPfj8iaGvzrLIQV/UlETRl33jKEls0fkUck+b4jKa9vRhRFoqKiuPVW5+dpMbaw6M3/ozw7k7hefRk17WGULhfHL/xC8PHaQ7y/OpeUUA9+ntYXhezEc80hOvhq/1d8tvczRI5dioNdg7klfhqvLlBgOuwme2XnYD4+hf/3f5qabMQ1/8fe7XvZUBuL3QGeAUHsuPkhlhpsxJYWolOrqPF1Bqh8mrXctu5Pvhk6DK3GnV4FB+mRX4VnYwqdvNMoKvGnJKwCu8KGVK9FXZZH19HjGHDTbcgVl0Yvh5YDtRSv/oGKzp+C4CA09BY6xL14UW9Y28V3u/g+Zyq/30qldS4RAffjM/bM7OYuJpt/PsS+NaV0GRFOv0vUbcNhd7Dl5zz2r3NWk/uGaRh5ZxJegeeWl21usbJmdhZF++sAkMok2G0O+l4bS+qI8AsyZ9Eh8ss7aad0PQmM9mD8A53b000uEg0NWzCba5BIlUglKiQSJRKpisqKn6moXIBTgL930mixKIpUVy8jJ/clZFIXYmOfwt//ila7aNntRjZt7oXdbqB7t4V4eHQ9NheHiH5zOfrN5dh1x4qmldEeuPYIxGJrYo/uKkTBTNiup3BpPBY5VcZ44No7GHVHHwRp21xwHXY7+766l9VVXrQIzmh1rKSMkZPuwz+uK+sbdLySX8FB/fHFlRKHA199Ez56HT4GLT56LT4GHQq7s9vk7bfdRqC/P7+88QKVudlHX+cVHMqVjz6Db9ilHVg4FXaHyOrMavpE++DxD0GB7ZXbeXrj01jsFu5OuZtJiZNQSpV8tOYQH6zJJcBdycqHB+Lpcol0T70U0FVgX/sa2RtXs8HQiTqfWASrhRAXSLznSa7JqUIUBD599/8oTurE1thYdkYmYpEfew8jtA2M27kWu0KO3OyFe304zertWLzUCDYrISYtY+++n+AOl06gRbQ7yP9mJsUxb4PETlDgtSQmvtkmgYTTcTmK78jISIqLi094/L777uPTTz894fF28X2OGDPq0O+swvOKKOQB5yYO25I9K4vZ9ms+8b0DGX5bx4s9nRMQRZF132cf9d7uPDSMPlfHIJWf34+E6BBJW1nMjqUFIILGW8nkl3qfND/7XDFozRTuq0OhkqLSyFG5yo/+V66UXpJL4v91RNFBdvZzpxTgVmsj2TkvUFPz+3Gv8/DoTocOz+PulnzB51RdvZyMgw+hUoXRt8+6k543ol3ElNOAYWcVppwG/hIApTrxO5rC/sS1tjOR5c8hdVdgzm86uo3UXYFrz0BcewUhdWsDYdbSgPGL4WzUhbCDLjhwfhe6devGkCFDcHV1pUJvYP7+LFbll5Lv40+z+uS/pd66JrqU5zHwQBqKujIaJSIKmYze/YexZ38a+oY6ZEolI+95kMR+g1r/2C4yZvvhdubSY9FVq93BjztL6BPtQ1zA2ft3X5YYm7BteJ+DKxexozaQOo9oLL5BRxvbiMBvKf0o8/Kj18G9XK9rIs/SBKKIo66CQ6Mnsl7jzL3/pXkJfqsW8pPnBGwyOdIWA3YX5/maGh7CuCm3IZVdWpZ9FVv+ILvlEUSpBT+fUSR3+viS6ENyOYrv2tpa7PZjhhAZGRmMGDGCdevWMXjw4BO2bxff/xEyt1Swbm424Uk+jH/g4jS0OB3bF+eT9kcxggAj70omtpv/BR2/NLOBfX+WkjoynJAOl6YrTTtty6kEeF3dOrKyn8FiqUUQZERGTgcEiou/wOEwAQLBQdcTHfMYSsWFK17et/9u6urWEhlxHzExj/3j9rYmMy27q2jZX4tEJcMR1cxB5e2ASO9eq3F1jcbWZMKwowrDziocBmdOgqCSEXB/F2Rt4XpUdQBW/Y/6DjeyukggO9sZrVYqlXTo0IGcnBwsFmckX2J30CIEUivVUqdRU+sdSKOXP40ezloJQXRw5d7NxOzdhMqgp2dBBR5GC8orx5PmJqckYx8AXUaNY/CUOy85IdRO22E1majM3k/Z90+wv1JBs+iKKTgKu8YDALUpAKlVSU6onWVdeiBx2Llx51rczU5r0jBFOE37FiGRSul7w0AUBb+Sqj2AzSHwq+0qDsrDnS1NgU6JCVx7w42tfkwOsw2H3orM58y+t011e0nfMxmHzISnpDepA2chkVwaqyGXo/j+Ow8//DDLly/n0KFDJw2ktIvv/whF++v47bP9+Ee4cf0zPS72dI5j39pSNi88BMCQmxPo2P/8ioTaaedM+bsA9/UZTF39nwC4uMSS1PFd3N2dbcZNpgry8t+hunopAFKpKy4uUQiCHIlEjiDIkAgylKogoqMfPSthbrU2smlzb0TRRq9ef6BxPTdf5H3776Gubg0hwZNISHj12HHaHBgz6tD9WYKtxoiqow++U9p+BayoqIiVK1dSWVl59DEfHx+6d+9OeHYuO38tpjyoB1bDWhxWp1B3V9vYMmI0fwQPxsVs5KYNi5kiNGFvUFOSbyO4YjM+E6+mID6KHb8uACAkIYnrn3+1XYD/RzAWFnLw+zlUN9RSq22kwdB8NC/ernLFFBaLQyZHJpXhpo9DpvXDIcCXo9yp85DRLb+a3kV7sUuNBCmSuPPJa1j+wevkp+0g0rWBa8MP0ug3gGX5gdSWV2F198IcEkNAYCB33nkncnnrnWcOsw39lgqaN5Yjmmx43xiPS5fTB6caG3ewb8807IIOF11Heoz5CZny0qmJOBvxLYoiVqv1osxTLpef08q1xWIhODiYRx99lGefffak25yN+L74axXtnDOqw10uW9q4yU5dmZ7sbZVEJPsQGu91glNJzo6qo8K791XR7cK7nTZFECQkJLyGiEhl5cLDwlsgPOwOoqMfRSo99qOoUgWTnPQBoaE3k5v7Cs3NB2huzjjpuE1NaXRN/R6l0u+M5lFdswJRtKHRdDxn4Q0QHnYndXVrqKxaRHT0IygUPs7jlEkwRxRS3u9jTBU1hOx5BE1eMKqz6O56IYiMjGTq1KkcOHCAiooK4uPjiYqKQhAExJ496ZX/f6TVllGiGYvdEonDsg6dEeJ/38jO65Jo8PTj9x7DGbRtCXmMxREjQ+sWSfKP3xJ35x0EPfE8Sz7/iPyCfDI3raPTkJFtenzttC662nw+3rKcHmHxjOw6CkEQsOv1LHxsOrVyCaJEgkOmQHR1QypIkUvk6INCESUSPFRq3AypmLUyAqLcqekuUieRoWlp4YmDv6EefD8Wm4Puo6KRySQMCq+jMM1BkcGb9S63cWBXBRZjFWo3d66d/jA+MR1Qq9XIZK0jjRxmO/ptFeg3lmEzG9AGb8KqrsO8cgDhwVeetJDa4bBQUPgRxcVfgiCi0kaTHPXxJSW8zxar1crrr79+Ufb97LPPolCc/WrB4sWLaWpq4rbbbrsg82gX3/9i1BrnCWRqtiKKYpvkIdeWNLPkw3TMLTb2rS3Fw19N0oAQEvsEodLIKT5Yz59znA1oUoaGXvIuLO1cngiChMSE15HL3GnS7iY25km8vHqfcntPj2706L4IrS4dm1WHKFpxiDZEhw2Hw0xB4Ue0tOSxJ/2mwwL85A2Y/kr14fbwgQHjz+tYPD174OaWTHNzBmXl84iOeoDGpl0UFnxIY9N250YeUBf7C+rlgSgfTD2tdWdrIJFI6Ny5M507H5/+JkilBL/6CkEOkY0/5ZKxAQRpEK6ea9DVlnLj+p/4Zvw0Krz8+Dh+DKN3Oy9Jtf5dqao/AN/OZLePH59PfgyzxYp9wzKSBg1DIvlbfYfNAqYmMDaBsREcVgjvA3/frp1Ljrd2b+Zbj0Ggg8G7D/Jyx1iqnnuKcv8AzH4hID25TAkpLUNp7E6zuwyNh4wBkyMYkp4FGjnTdixgsMcc8AiBwU+BwwG/PYZX9my6ekexuyGUtLR85zgJSVzx0BO4ebderwzRLqLfUk7zhjIs1jqawtbQFLEOu0wPQGPkHzRsXk7C0Odx8zzmoW4wFHAw85GjAQGPsgEEN9+NZkJkq821nZPz7bffMmbMGIKDL0wwsT3t5F+MxWTj64c3AjD1w4Hn1eK8vlyP1WwnMNrjlNvUlTWz+IN0zAYbHv5qWnQWrKbD1mMyCVGdfSk6UIfN4iCuRwAjbu/Y5iKgnXZaA6OxhD17JmMyV6BWR9K16w+olKdutmEyVbBl6wBAoF/fTahU5+fDf6TBkFzujZsmkYZGpze0IMjx8xvhLCIVBSK2/x+BI4ah6Xnp+f6LosjmhYfY/2cZomgjrqsehWsY88sbWdLTueT+klRNtzojO1Y1YFSa2RJdw7aUY4LepUXPF6Vr6F6SgWF/EU1lZjwCTIT1quEEs4c+98Oo19rwCNv5Jxp//BFBocTjmqsRBIHa2mJ67KvCJFUiFW3YBRkyUaTLgW10aqpDKTqtK1UqJe7mStxFLR5R3QiN70npwmJKDX5IbUa67f+QX68ay8w+QwhprGNzaA3q3+8FqQKmbYHtn0LabEDAPPpDZn+3Hn19Hb2unkjf6ycjkbbuTZr2jyLqd+6iIeIPdCFbECXOlAu1OhwXZSz1Tc60OESBgIBxREU9QFPTTnIPvYbDYURq1xBw4FY8DH3xuyelza1Gz4TLOe2kuLiY6OhoFi1axIQJp7axbU87+Y8gV0qRyiXYrQ5Meus5i2+D1szPb+3GZnEQnerHgIkd0Hgd72daX65nyYd7MRts+Ee6M+GhLiDAoV3VZGwsp65UT16aszFEeEdvht2a2C6827lsUKvD6dp1HnvSJ2M0FrFnz010Tf3hlKL6SNTb07PneQtvAH//MeTlv43ZXElD4xYEQUZw0PVERt6HShVMRoaE6prl1CT8gHplDC4pfkjO42a8NRAEgf7XxyFIBPatKSUv3RNoJgUZpWEV7AkK5i2bgbWjOlLSmMlPIWBSBiGz2Zj8x2LW9exJiX84j/j34+Mf/qQssiNFXSPxratjQtrvhHRvQlB7gMoDmoph26cQPxYi+2EXRV7OryDXYOLTjhF4yy+t9+a/gHHfPjI/noHUbicqPx//Jx7ny33bMEkTSDUW8VnmS7wQdher/fuxO6UvBy0mxmqreO/K0ag2vQ5b5kBgJ7hlFrv/KKHU0IIgQA/ZLqo1MK9rHwCeDfND3X0Y5P4CeWvgm+Fg1jqLKa/6HGXnG7kl8SrMxha8Als/JdJWZ6QiawkV/WaA4Ix1urt3ISJ8Kn5+IxAEKfVZu8jb+w76gDSqa5ZRXbPs6OtdDSkE7L4dpdQP36mdLknhfbYIgnBOqR8Xi1mzZuHv788VV1xxwcZsj3z/y5nz7Bb0DWaue6o7AVHn9h5t+SWPvatLjv5brpLS56oYkgeGIEgEGioNLH5/D8ZmK37hbkx4uMtxzWxEUaSmuJnMzRU47A4G3hiPXNm+3NvO5YfRWMae9MmYTGVOQZ76AyrViRfwHTuvQK/PJiH+NUJCLoxrQlX1MnJzX8bPdziRkdNRq0OPPmcyVbBt+wgcDhNB+6cRHH8dnmNObDNtKdfTklaNOsUXZeSpV7laE1EU2b44nz0rS3DxUDD4pnhMLk3cmFlKtbs3GokEvcMZ8QxssPHo/n30+Oldqry8ueeZV9G5eRGgrWfc/q3IHc6Vt8iCQsZ2747/gw84d7LkfkifC54ROKZt4fGiRuZVNgBwQ6A3HyVemJ4A7Zw5+555lsVyGRKHg+Gr1+A1ZjRX9B+JQerCdz5aRhoOsv71b/ip0yj+7DcWrYvTWnGwu4IP115HYEs53LSAQ7ourPrmIACDboonP8GFRw4W0YJAV5uJ34b3ckY2G4vg095gMzqF99VfQcr1bX7cNd/tIcvnHmzqBry8+hEV9QCeHt1PiL7q1pVQs3Uj9bGL0fulIwhyAmsn47ZnIBKVHL+7OqEIvXTtJi9XtxOHw0FUVBSTJk3izTffPO227ZHv/xBqjQJ9gxnjORZdmvRWMjaWA9D32ljy99RQXahj4/xccnZU0W10BOt/yMHYbMU3TMOVD3U5oYukIAgERLoTENl+g9TO5Y1aHUrX1CMR8BJ27b6WmOhHCAy85qjXrl6fg16fjSDI8fcffcH2HRgw/pT54ypVMJER91JQ+AG1HX5Cs7Urmp6BRy3MHCYb2pVFGLZXggj6rRWou/jhOTYKqXvbdu0TBIHeV8UQ1yMQd18VCpUMUfRl8sbNfKZyRa9QIhcEpkhdCFhTikGIxjbtKfR1+VyRncaiLgOp9vBhW7cBvOKtYs3KPyiKjmLr2jUMCgrE6/rrYdTrULAesamYFzcuY568IxKcHtA/VTVwXYAXA7zdoLkaw+8vIDfWoPCNAu9o8Hb+16oORO7WbmF6IbDU17PO2IKo9MQukbC1X1+qDA4MUhc6GksZkXwFpfNLSVcGEmSzMnH3n9T1GMAKVx/W6ywM6fI5b9Ytxy8jhvTVTuGdPDyUhcHw5cFiQKC/p4YvkpKPiVqvSLjiPdj4Dgx7AZKvafPjNuY0UGmcj03dgFIeROeUr44r+P4rboPCMBd2QZUegS20Hpm7BjKVCAopvnckX9LC+3JmzZo1lJSUcMcdd1zQcdvF978c9WHHE6P+3MT3vnWl2Mx2fMM0dBkeRudhYWRsKGf7knyqC3X8/vkBAHxCXJnwUCoq13abr3b+26jVIXTrOo/0vVNoaSkkK/sZSkpnEhP9OL6+w6g6nHLi4zMIudyzzeYVHj6VisqfMVFKfcQyXH4PwufmRIz7amlaXoBD78yxVIS7YSltxri3FlNmA+7DwtD0C0E4Sfvz1kIQBHxDNcf9e1yfXhT9voq8kChu9HVDU5NDcWgFjWY9vzTZQCbFo0XPFekbWNJtCJkuniz19uGqUaNZufIP9nXujPsXX+Jv0JFVVkiw342sctPxtdxpv/jE3C/JCYtk8eBRPJFTyrooqJw7nR8M/fBHwtSimQiiSEmLJzvqwiht8WRA3xh6PvRRm70vlyvrv5tLk6cncrsDhbs79VIZP/cYDsDkbduwdOzEmvnfYfYPwOGiQeWw8JZnCQ9HRXL/7jQOaOK4J2gyKYX1jJZCVJ9APowW2FZaC8D0cH+eiQpC9vdUx9TJzr+LgGhzULdiD/UdfwMgNu7JUwpvAEEi4H1DPDUf74Gyw45Gcgm+tyehDG8PbF0sRo4cSWskiLSL73856sNd7YzNZ1+8YDHaOHC47Xu30ZEIgoAgQMqQUKK7+LLpp0MU7K3FK8iVKx9KRaVpF97ttAPOSHPPHr9RXv49hUWfYTAcYv+Be/Dw6IbJ5FxJCgw4sb19ayKVKomLe4YDB+6jMXIFHlsGYP/UjLXM6agg81PjOSEGVawXlrJmmpbmYylpRruiCMOuajyvjEF1EZtVJSQk0PHPP/HPSack5y9PHL4ncFG4M2b8CGp2b8G+ZgFLR05iTkU9hoAgwrv3Rr97O1v69EK55nekVjM/d+7Phj43AXDD7z/RO30b/ffsYHPn7hR5+fDKqqW4GXpjR0YlAfzpczfVB3OparQd3fXWbYeIj30Vjyv+14bvxMWlRWehRWc57ubobCnNbuDgxgr0jSYaGxsoV+pAAJU+AWmTmoOdDRiVKvyamui6eBV/btpIfaAXZn9nKlU/YRfuG+aiKezLy3vdeC8qhM0JavZHKamNcUGUiVRpDbhKJXyUEM44f88LdPQXDv3WCqq9fkSUmXDTpBAQMO4fXyN1leN9UyK1X+4HiYDPrUkooy5Oelg7rUu7+P6Xoz4siM8l7SRjYznmFhueAS5Epx7vXazxUjFmWicaKgy4+6qQKdpzuNtp569IpUrCw+8kKOh6iku+orR0Flpt2uHnXPH1Hdbmc/LzHYm3Vz8aGrdQG/8jir0PgUyC+9Aw3AaGHo1uK0Ld8JvWmZb0GrQrCrHVGamblYHf1BSUp3E8ak0kEgkTJkxg+/btaDQaPD098fLywtwkZdOcIgRRStkW6DF2AvtX34t+83LWDhjPz9WN4BqIS58xRNZVEO3hi7ypiQ19nCk/A7evJLzkAFs7hKJUKBmxcRk/TriN2SHjuLZ6PQHGZmwOka0VAi6NNuRyBZ2GjaR2/ybKKrSs/3U5Ezzdod+DF+V9uRBYrVakUikSybHVDVEUsRQVoYiMPJqqITpEFn+QTmOlgX7XxdJl+NnnxpsMVlZ+nYHZYENEROuVBYIDudkdX3U4OoONAyFOkZ1UVcD6fvfiaFyKxdsPUaFEKVMjtQxgZ10kJRWpVFvjGbLfxACNhu9ipJRbrGCxE+eiZGZyFHGul14esb3ZQs32LWi7bQCgQ4fnEE6w4zk5ygh3Ah7piiCTIPO69I6tnQtDu/j+l3M08q0/FvkWRZFDu6pJX11CfK9AOg8LO6G4w2axs3eNs8iy2+gIJKdwJvEOdm2lmbfTzuWBXO5ObMzjhIbeTGHhx1RW/kJY6JTTLjG3FoIgENfheXbsuAK9fzrW7sWEDb0OmfeJcxEkAq7dAlAn+dC4MBfjwXq0q4vxvyelzed9hLCwMMLCwk54XGJSs3mhcyWuulBLROd+OPZsINnHk4oBY/itqp4WhZLM4Cgyg48Vmt5emMXNQTIK8msp1HtjtpgJqS4gurqEgoBwNsSlMPmXz7FFJuJQqnFPGEhY4CCatQpsbmHAF+Q1+5L/60fESGTQ5742fDfOkuZq2Pw+OOww+s2j/tglJSV8//33REdHc+ONx4p/q19/g8a5c3G/cjzBb76JIJFQlFFPY6UBgC0/52Ex2elxRSQmk4lffvkFLy8vRo8ejfQ01nw7lxdiNtjwCnLFL9XKlj2NSOx2rlW3kPBCf75O20KLTo6H0UBcTSk6byMuBhkWX2fhsqIunP2mYz76CqmZgVNS6dAzgDvsDt4prMIqijwXHYRG1vpBIZvWjGFbJa49As64Dbz2jyJqIueBIOLnNxpPz+5ntU+537/f0aSd09Muvv/lHM35Phz51jea2fBjDkX76wCoK82jRWehz9UxxwnwzC2VGJutuHmriOv5zw1D2mmnndOjUgaSmPA6CfGvAhfPZlPjGkdY6C2Uls2mwPv/qCtYhE/TQHx8BuHunoIgHC9YJCoZHlfGYMxuwFKoxVzQhDLa86LM/VR0GhxKYLQHq749SFN1C80N0SBsRLFxJckZaYQ1NVAW0oGchBHkhHliUihJKSkitkFF+NR7SQqsx7r1c+osLiyTjaFfQSZlPkHUePiyv+NoOlVXYfK0U20Dyz49AgKgRqrsgt2czpLyvnT4UUvkoZ+IuvIqXD2PFanWW2yM3ZVNi0NkQqAX1wR4kermQmZmJqtWraJfv3707Nnz7A/aboO0WbB7JniEQo+pEDscJBJqS4qoLS4kvk9/pKLd6WO96X2wOFOMCO0BnW+gubmZBQsWYLFYyM7OPurEYNi+nca5cwHQLV2G1N2DgOeeZd/aUsAZdGmoMLBreSFWk40mdS55eXmAs832hAkTEHU6aj/7DO2SpfjePRWfO++kodLAuj2V7E51QZrkhurQPsIUSnrv3kXU229jcTj4vMEGMriiaBsyiwlRoaIlOhkEAU9XX3p37Ynd4sBWnoWs/gApt16HW4zTU99NJuXluJBzP5HOAe3yAowH6jDsrsL39mQUIadPx7GUNlNbtJqWbhkIyImNebKNZtrOv4l28f0v50iXS2OzlcwtFc5ohdGGRCoQleJLfnot6atKsBhtDJwUj0QiYLc5SF9VDEDqyHCk0rYrtGqnncudM11ebk2ioh5Cr8+msWk7Ot0+dLp9FBbNQCbzxNurD1KZK6JoP/xnQxQdCP3VuG8Zjm5NCX53e17sQzgBv3A3Jj7Xgy0/53FwI0jk8Tgs2egb6pBJPIjT9iQxXYGXTU968zbUhiZKgQ/eP0iXlN4M8t/OzjofKgjFw25jZI6e5UlebOzWnV6/7MXqVY5d3kLUIDmxUXFI5VKKMrzZ/0c2oqORfJ2c4q1+bNq+iRFDtcT65oG2hBeaUygO6QXAN2V1fFNWR4gEggqyiTPbMKxaRXx8PB4eZ5HOU7QZVjwF1c7OhtRkYspeS7YtkQxDJNXVWgDKty5nhHIVNDlXMasl3bEaTYRu/gBbx2tYsGABer0eQRAQRZF169YR7udH5f+cOexqHwvGegWN339PsyqA8rxoBInAuPs7U5Bey+aFh9i1PpMm33TnPESRffv2IRQUkDh/Ho7mFgAq3vuA1XX7+Dx2IjmjDx+n1QKRiQgR8WRGJGFy8UKflUGFzAO3Fh0BmzcjKFUYIxM5Us52zQ1XEh5+JNUlDmjbugmLpQGZzBWJxHlzZWsyYzzoDGQ59FZqv9qPz5SOqGI8cTgsWK1aFArfo4EtR4uVhiU51MTPByAsbAouLu1dnts5kXaf73851YU6fn5r93GP+Ue4MXRKIj4hGg5uKmf9vBwQIa5HAMNuSyRnexXr5mbj4q7gltf6IJO353O3087liNlcTX39RuobNtLQsAmbrfm02yt1EYSmPU7QHf1OWeglWu207K1FEel+0ZbHC/fVsnrmFpqrf0Qi9cHFezwpQ+NIGRKGq6cSi8XC5nU72Lp1Gzah5W+vFnBv7IjC7MP3ozwo8pTi29RAkF6LRLQRJpNw++gRdNCo8VPI2b/2D1Z/9QlSqYwAz+E0ODoiYGeEx/sUOOzcOvZtAO5fMJvcxGg2JPXFLDkW1+pZmMkNEindEwfRorXQUluPRdeEi5cGTYAvrr5uuHoqsWlkKOw1+Kx/CTJ+AcCh9GR7wB1UHyqgpLAWm+i8sZMg4ji8unJN2AEa/fqzSn0n2RYldgl0Ne3CN8qNvJxSVEolN954Iz/88AM2m40rJFI08+Yhc7ERPaYWbaEL1Xs8yIq/mcqgPsR282fU1GQADm4u59ffv8emMCLT1iMz6DAdTutJPnCADrWH+GXEaH5JHk2dp7fz3XWI9Kk/gL1ZQpFPMNUe3id8foO3rmBwaRbjHnqScp2BFStWkJKSwjXXtL0d4BGqqpaQmfUUcrkHkRH3ERJyI82rK2leV4oi3A2kEiyFWhxyG7bxWZRb5mCx1KFQ+OHu1gV1UzRCui9GRQG1CT8ik3nSt8865PL/hna5XH2+z4Z2n+//EEfSTgCkcgm9xkfTeVgoksPR7KQBISjUMtbMzOTQrmqsZjuNVc6cvi7Dw9uFdzvtXMYolQEEB19PcPD1OBw2dLq9aLVpiKKIIEgQBNnhNBSRwqJPMbsXU9rjTRTrXyE4atAJ44kOkfp52ZiyGkAq4DYwFLchYUjauCA7qrMfk18ew67f4vHwcyWpfzAK9bHLmUKhYOioAfTu05OFX/xJWWM2VqUzWqzRxqC0+NB5aBhDhgRz7f586jy9j4rHfcDyfQUIwEMRATw1ZCT716ykuuAQ3n578beYyW5MZUXzY8wefFgAH9rLdZtWU1AYTlhTE4W+wZQERpLn5cuuyATC0zZQt3snMttfUxaaD/+BTi3wzUgPzHJ4rEnD/f/P3n2HR1H8Dxx/7/Vceu8hIYSQBBJ6lQ4i0hRQioqIWLF+LT8bCoi9N+yigBRFQFBUeu8ltEAgpPfe7nJ9f3+cRCNFUCAB5/U8eeD2Zmdn9vYun8zNfkZSoWp/G9+khZKVbQBVOC6uNgJ1Mm08CyjzVfOpzw2k6ZvxnpcfFk3DXO2r6eM8D36JtHDRUGJWouncE8u+nWzLy2EgENypCuWQmfhkbcVgSabQxzkvOVqXAziDb4MqB5umDux2XMpkXExqZEU2pqAIfuw7iD2xj1Ohcs6Ddq2zkZhVS8fyvVitzn7dtPYXwgozWT+qK8uD+lPgE4JbbRVDzEWMfPU9XL28CQNatGiBl5fXxbg0/pHcvPmkpj4PyFgspRw/MYOs7C/wyRyKu9QFt55haGM9SFv+MYUu32KrLavf12IpobRstfPBn26XaN784f9M4C1cODHyfYWTHTI/zzoIwDU3xeAVeOaRqMxDpfz62WHsVufKcVq9igkvd//HS9ILgnB1MRhOsm/frVisxagNgSTFfYVni1YNylT+lE7tljznlPbff3MovbR4DYtGF+9z2o3dTYHD7mD7snT2rE/BIdnw9w6m/4Q4glt4AVBptbHn0FH2fDGb/bGtSA+NoNbdiwqNc+TquebBjDSXs2DqEyBJjJ3+BsmfHWBus3A2tNHjZbGyvW9bjnz1JWsKCkCScDN6o6tuzeLu7hwL1xBQXc6tu7bR1mDFVVmJykWH0aTGaHWnxu7Dhz0SSAv647M7QSsz6PBujPn5DfoS1qsvv3qHsKXS0GC75HAQWGMiKicNq8aFk6FBVLm44lCcPgXKzWSkc9YBRmn20O3mdwnQqNj32pvszuuBR3UmHQ68TdCzz1CTk8ucmirsKjX6ghzc7MNwKN2olDbzU692ZAZHAhCqgCEVRpS7dyCrq+uPE1lbS8TmjeTER1FqdH77UOvlQ5eWnlz7yLsoznHT5uWUlfUpaSed316Eht6Km1ssmRkfYrYUAaCpCyEsfjyFRT9gNGYAoDJ54Zs+HB9pALU1qZg80zD5ZmD2z8QiF+PmFk+njktQKP476XnFyPeF9VUE3/8heccr+Pmjg1jNdjoNjaLz0NOXnxYE4b+rri6bPVvGYlEWobb50/GaRfVzVmt3FFD20wFMnhkoe1rw1ffFtNKEvdIMgK6VD17Dmp93RojLLetwGRWFBhJ6haI+w0h91fLlZDw3lZ+GDcWmVsPQ0XxS48z5/XZsON5LvyFl0zq8NTqkKgtTH3wem0rF8E2H6OZaSdbvo6E6QzBuNS3wUFeQ4PsNY3o8Ra3KlWtOHOCVFipiug0BFy+QZTBVMTsjm6eLHGhlB9ccqGNbnAt1WgWSw0FSbhpjrJUQ2owvqq2c/D0PttIu0z7dTLO8fDwKluNVU0Hnk7l4mWysvnYgBjc3tEYX6qQulHqoUHbw4aS5kAOuntjPEPSqbTJaq4xXXTluVZV411QhqxVoFOBTWcro7T8SmtCTtyJG8Fu0FqtKQuGw0y7nBO2yjqOSnYM6kkMmIC+HgOICqmQLFa7Oa0Gl0dJ20BA6DR+F3qNp5K2WZZn09LfJzJoFQLNm9xHd/DEkScJmqyP1u9cp8VmCXVNbv49a7U2ziHvwONoTwwbnAj8oJdx6hODRNwKFiwqzpRSV0h2l8vKuHNvYRPAtgm/hHMryask6XEZivzAx5UQQhNPUFmawb/etWF0L0Sj9iIx+gMrc/VQW78biWgCS81eGRhNAu9ZzsO9QU7M5F+wyqBR4DYnCtWtwkxwF/ztFr77G+n37OBYfR5CPD6XXj+LDnBIUyLyUspuqjT9ikyS+HzqRrLAWRBRmc/2hbfD7KLm2Wo17bSea5a6jbXsd4fcOZbbJi6dzalHbrEzJOEDfAE9O7t1JszZt0bbvyug8AyaHzMyYUFpuLWbDmtms6teLtCDnjYfBGjUlVis2GZBlWhbl0PlkOjGZ7iQcX0R6TDC5Wg2S3g1tQDDVRiNuBgP9f1tLVrNh5IU6pw95lx8lPHsh88aOJtMnBGOzaNIcEvJ5ZubRKSRMDudrH1Fs5dpt29EpTmDz9AW7DU1FMeryYhT2PxYpUiLRdshwOg0fjatX4y3g9Fey7OD4iRfJzZ0DQHTzJ4iMvLf+eXN2NSWzDmDXmrCNP0xJ5SoCAq4nInwiKpVzmXfD7kIsuTW49wxD5dc0/+C8nETwLYJvQRAE4V8o+mEnx1VPYnHPPe05F5cIZNmByZSLRhNA+3bfojEEUfljGuaTznnVunhfvEfFoHS9sr52l202jt97L98FBWFXqYg2mfgxLJYtCe1Q2aw8Mft9MsLDWHjdGJQOOzfvXoenyQB2B5qyfDRlhcTEtqfF94tRyDKh77+H68CBDNmdSrLBRFRJPsPXfIemqhSHpGD+DXdREBhOG3MNX4R7smXBHNLNDuyuHuT4hrG3XVcKrc5gtpeplg6/HMbsUYlDZTprH7RaLbePHAnT76ZqXzGFAR04FnsLDqUWV1sR/sFL2K1MQGk1o0k/gkWjw6LxQBfegsCEKJR5q/lV2YlyDz8Mrm5Yg8PJNVmQAU+VkqnNg2mbYWbrohPU1e7Hwj4UpjrcPD1w9/VCq9Xh2J+MtrySblNnEDBgwGV69c5Nlh3UGo5TUbGd0tK1VFRsByC25XTCwm5tULZ84TGMySXo2wfgc3NsYzT3inM1Bt82m41p06bx7bffUlhYSHBwMBMnTuS5555rsGDVKSL4FgRBEP4xW1kdee9voCDuC2StGV1Zc9y1bQgfdQNavT8WSxn7999GrSG1PgDX66Oo3ZpP1S8ZYJdRemjwGRt71pzhzps+m97ouK2igiVPPEFKmHOKhwNYHd+ZDP8Q1DYrSocDk0ZLp4wUrjWU0aVLF9TVfuQf3cSxLYsBCPH0ofWWPWjcPQj/eBbb7Q5uq1bgUCi47sBWJgV5MM+mZnloK7TmOiZ+9yEehipMAeFYfQORHBJe5e3pPq4du70thMyfg3pPLZmR1yNjxqVNLjkleahUKvz9/XF30ZG1cwsKk5HBE+4ksXc/KDqCcUYfCvd4UmqP4lDivRilWqzmjVRHhYBShXtZARQXAnZnX5UqrD4BWPxCkGQHDz30MN6+vtTZHWSZzIRpNfUL25Tl1/Lb50coz68lun0Ag+9pU38O7bUGrHm56GIbN3C1280UFHxPecU2Kit3YbVW/OlZBfFxrxEc3DDDir3GQsGru8AuE/BAWzRh7pe30VeoqzH4fumll3jnnXf45ptvSEhIYM+ePdxxxx3MnDmThx9++LTyTSL4zszM5MUXX2TdunUUFhYSEhLCrbfeyrPPPotGozmvOkTwLQiC0DjKvz+Oca/zpjOVrw7/+9s2GMluGID7077dt7i6RmPJq6V8wTFspXUggXvfcDz6N0NS/hFol5dv5fCRR/Hy6kBsy+lotQGXvX/nYjh+nF1ffkmNry8GHx/K7Ha+CYwmx9MPgACriYWRPrRq0aLBCNjxnVv55YO3sFkteMoS7Y9mkuftxvEgHzZ2HcSudr1wNRl5MDeVN6OTsEkKHtixhvDj+ynQuWAKdAb8sVk2yrX9UNpNdEl+g0qXMFLi7wCg322xxPUIxWg0otPp6o+/ZeFcdi5dhEKpwic0DN/QcHzKd+BbcxBJ25pDxbVkGpzTI8x+YVj8g9ApXVGXRKAPqcQoVVBT98eIeu8e3eg7cNA5z5PVYifvWAVhrbxRXeaMN+fj0OEHKS5eWf9YqdTj6dkBb+9u+Pn1w8015rR9qtdkUb0mG02EOwH3t72Mrb2yXY3B99ChQwkMDOTLL7+s3zZq1Cj0ej1zf1+k6s+aRKrBY8eO4XA4+PTTT2nRogWHDx/mrrvuwmAw8Oabb16qwwqCIAgXgUffcIwHSpDUCnwnJpw2hUSj8aVdu3nsT76N2tpj7Nt/izMAD40m4MF2VK44iXFPETXrcrBkVeM3qTWSUkFtbSoHD92P3V5LSckqKip20Sp2OoGBQxupp6dzbdmSvq+91mDb7VYbY5PTOGo083nn1sR7nb7SYcsuPXD39WPZ6y9SVVXJhvhm9QvIjF79I+lRCZR6+fJ68yQckoLo4lys5loymv0RBCYcPkzC4RT2tY2gyqsFB2PvwOjqXOGx3bURxPVwrvCo1zfMbNVt9Fjyjx8l58hBSrMzKc3O/P2ZOJwj2y5IyPhGdKequjUVjkOYMGDyOUrNn2axBAYG0rp1a3r06PG350mtURKZ6Pe35RpDVdW+3wNvBc2jHsLHpwfu7m3OmYFEtjuo3VkIgFv3kMvU0v8eWZZxOOoa5dgKhct5f+N2zTXX8Mknn3D8+HFatmzJgQMH2LJlC+++++6/bsdlnXbyxhtv8PHHH5Oenn5e5cXItyAIQuOxldYhaRQoPc6eucFiKWd/8gRqa4+i0fiRmPgZnh5JABgPlFDxwwlkix3P66NQd1GxZ88ozOZCPD3bY7ebqK1NASAg4HpiW05Hozl9UZamQpZlauwOPFTnHuWtKi5i6WvTKcvNRqXR0nfsBFoEhrImu4C7vcMBcLGYuHn3OlxsFvQqFe4uLjQPCqJnfDySSk2NQWbZt6VYrc5f0ZGJfgy+tw0KxdkDB9nhoLq0mLLcHMpysynLy6F8/2oqam0E62roNfYWfAfez4G1OaxduZkajxNoFa60bteKqKgooqKicHV1vXgnrJHIsszefWOpqtqDn3w9CUmvn9dNkcYDJZQvOIbCXU3w/3VGUjX+arVXigsZ+bbbjWzY2OZsVV1SfXofpQBwYwABAABJREFUQqk8v8XBZFnmmWee4bXXXkOpVGK323nppZd4+umnz1i+SYx8n0lVVRU+Pmf/YDWbzZjN5vrH1dXVZy0rCIIgXFrnE7BoND60bzeXffsnUFubwt69Y4hp8RRhYbejT/JHttqpWHyCinXHyFe9jdlciF4fTVLi5yiVejIzZ5GZNYvi4pVUVOykVeyL+Pr2Rqlsel9RS5L0t4E3gGdAIONefIMjG9cRmdQOnxDndJLhHWHNoXSWlFYzM8yb6zreg4eHB2r16aOxLkBPRz7r5hzDN8yNgZPizxl4A0gKBZ4BQXgGBNG8fSfnxpOJMPdG8I2B/veAJNF2QAQ+IdeRsq0NXYe1OOv6EE2NLMtUrUjHYbLhNSwahcuZQ5jSsnVUVe1Bsqvx2DKAwnV7cesWgke/cBT6s498125z5lV37RwsAm+BRYsWMW/ePObPn09CQgLJyck88sgjhISEcPvtt/+rui/byPfJkydp3749b731FpMnTz5jmWnTpjF9+vTTtouRb0EQhKbNZqsh5ehTlJT8CkCA/2Di4l5BqXSj5PP9nPSajtHvMGq1L506/oCLS3j9vtXVB0k5+iQGw4n6bRqNPy66MHQu4bjowvDy6oyvb8/L3q+LTZZljHYHrucRxANUFBrw8HNB+W+CwZxd4BUB7kH/vI4mwLC/mIpFqQCog/T4TWp92rcyDoeNnduvx2g+iU/6EALyxiHXOTPGKPQqPPpHOFNhKhXIsow130Dd4VLqDpdiK6kDhUTwU51RepzfvWmC04WMfF8p007Cw8N56qmnmDJlSv22mTNnMm/ePI4dO3Za+QsZ+b7gd/O0adOQJOmcP3v27GmwT35+Ptdddx033XTTWQNvgKeffpqqqqr6n5ycnAttniAIgtAIVCp32rT+kJYxzyNJaopLfmHX7hHU1h6lpNMCjH6HkewaWunfbBB4A3h4JNKp4480i7i7Po+yxVJCVfV+ioqWk5k1i+QDd1BTc7QxunZRSZJ03oE3gHeQ678LvAHCO1/xgbfDbKNqpXOFSZQS1kIjxR8fwFpibFAuL30RRvNJFBZXAgyjCXq8I353JKAK1OMw2qhckU7Ru/uoXH6Swjf2UPzBfmrW5zgDb6WEx7XNROB9iUmShFKpb5SfC8mwZDQaT0spqFQqcTgc//ocXPC0kwceeICxY8ees0xkZGT9//Pz8+nbty/dunXjs88+O+d+Wq0Wrfa/tSqUIAjC1UKSJMLDb8fDI4nDhx+kri6LXbtHAA6QFYQcvA9bnQZHnPW0r/+VSi0tWvwf0dFPYrNVUleXQ50pF1NdDsUlv1FdfYCs7M9onfBO43ROaFQ163Nw1FhQ+urwuz2Bsm+OYCszUfLJAfwmtkYT7o6lopL0tHdAA/7Fowia1BWlqxplrA+BLbwx7CmkelUWtpI6akucI6+SWoGupTcurf3QtfI561QW4b9n2LBhvPTSS0RERJCQkMD+/ft5++23mTRp0r+u+5JOO8nLy6Nv37506NCBefPmoTzDsrbnIm64FARBuDJZrZWkpDxBadk6AFq2mIb6+zhsJXW4dg7Ce+Tpad7OpqYmhV27hwEKundbi4tLxCVqtdAU2UrrKHxnL9hlPG+NQNvSHaXFjdLZR7Dm1SJpFHiPjOHk4fcoDlmI2uxHt65rUHufnqPbYbJRuyUPe5UFXaw32pbeKJpgmsQrzdWYarCmpoapU6eydOlSiouLCQkJYdy4cTz//PNnTJndJPJ85+fn07t3byIiIpgzZ06DwDso6Py+/hLBtyAIwpVLlh0UFi5DklQEBQ3HnFFFyacHAfC/NxFtpOd515WcfAdl5ZsIDb2FVrEzLlWThSao9JsjmI6Wo4iTORn9f1itZfj59SckYCyOFV5Y0qqxqWvIuOZJHOo6WjV7ldDomxq72f8pV2PwfaGaRLaTVatWkZaWRlpaGmG/rxR2ShNeVFMQBEG4SCRJ0WAFQW2UJ66dgjDsLqRiSRqBD7U7r6wSlrxaAmpHU8Ym8nO/w3PHtSgq9TgMVvTtA/G8LvIS9kJoTKbUckxHy5EVMgWtPsNiKAagpGQVJSWrcIlvhrf/AAyVJ3Go63DTtSKk+ahGbrUgnNsly6UzceJEZFk+448gCILw3+Q5OBKFmxpbsZHyBcew5NSc9feCOauakq8OU/zBfuw/uaOrjEaWrBRav8daYMBebaFmQw6mtD+WDTeZ8klPf5eSklXYbLWXq1vC35BlmZpNuVSvzcZebf77HQDZ5qDyJ+e6IIZe26k0bEeh0JGY+BlhYbehVLpRZ8oi3/1LqsI3ANAi9ikkSaQJFJo2cWeBIAiCcNko9Gq8hkdTPv8YdUfKqDtShjrYFdcuQejbBqDQqTCnV1K9LgdzWuXvO4FLjA8hmltJZzpVzdfTovtjWI+YMO4tco6iP9Ieq1zOvn23UGfKBkCS1Hh5dsDXtze+vr1xdW15QdkOhIvHsC2/PltJ9dpsXNr44dYjBG3E2aeU1m7Lx1ZShzkwl3ztbJChZcxU/P364+/Xn+jmT1BUtILcvG+prU3Bz7ffVZGOUrj6ieBbEARBuKz0if4oPbUYdhRgPFSCtcBA5bKTVP2cgcrPBWuBwVlQIaFvH4BH33BUvi74yvEU7ZqPwXCCctdfCB9+J+aTldjLTVSsSiEt4GnqTNlotUEoFBrq6rKpqNxBReUO0k6+hl4fTWKbj3F1jW7cE3CVkO0OTEfL0bbwQqE7ezhhya+l8vfAW+Xvgq2kjroDJdQdKEEd7o5bt2DUga5ISgmUEpJCQrY6qF6bjUNporDtp8iyFX//QYSEjKmvV6VyJTR0LCEhYzCZctFqAy55nwXhYhDBtyAIgnDZaZt5oG3mgdew5hj2FWPYVYit2OgMvJUSrh0Dce8Tjsr7jxuXJElBs4i7STn6BNk5swkLm4j3jS0o/mY/qab/o642FY3Gj/bt5qPXN8NozKSsbCNl5RupqNiB0XiSvfvG0q7tHNzd4xqx91eH6rXZ1KzLcS54M7kNSrfTM0A4LHbKFxwDu4wuzgffCfFY8w3UbsvHmFyMNaeGipyasx6jpNN3mOQctNog4lq9fMZvLiRJOi13vCA0ZSL4FgRBEBqNQq/G/ZpQ3HqEYMmuwVpgQBfng8rzzGs+BAYO42T625jNBRQU/kBoyzEU9/yaOm0qCrsLSa2/QK9vBoBeH4leH0l4+O1YLGUkJ99BTe0R9u0fT9uk2Xh6tj3jMRxGK6a0SnSx3ii04tfkmThMtvrl2K2FRko+O4T/5DanLVBTufwkltJqzGGZ1HUpwZR/gNCQcfjc1BLPwZEYdhViTC7GUWcHh4xsl53/OhzUhuym0nsdIJEQ/zZqtdfl76ggXALiU0UQBEFodJIk1Y+Gn4tCoaZZxGSOn3iR7KzPqak5TJV2G5JDRei+h5DxgIGn76fR+NKu3TwOHJhEVfV+9idPICnxc7y9u9SXcVjs1G7Lp2ZDLrLJhibCHf+7EpHUF34Dn8VSSl1dLm5ucSiVjbt4nMVShkrlhkJx8dph2FWIbLKj9NGBzYGt2EjJZwfxv6sNSk8tRmMmBQdXUmJfg7HfUWSlBZyxOhUV24mPew2lmx6PfhF49Ds9b3tdXR4ndz8ANohsdl+D10kQrnQi+BYEQRCuKCEhN5OR+SF1pmzq8rMBiRjPGUgVIdRsyEHfxg91kOtp+6nVHrRt+w0HD91DRcV2kg/cQWKbj/Hx6olhd5FzjnGNpb68JbuG8sXH8RkbiyRJFBQsoahoBWq1DxqtHxqNPxqNHxqlL2ZDKbW1R6k1HsNQdxyLvQQAP+1gWmifQzbbcVjsyGY7sk1GUiuQVAokjQJJrURSK9A280Dl53JRz1VVRTJ7943Fjda0ifgcbTOPf72ojGxzULMlDwCPvuFom3tS8vkhbKV1ZMxfSEX75VQbkp2F/Z3/aDR+eHp2oLR0LcXFKzEaM0hs8wkuLn9NRWwnL38R6envYLPV4OHRjqioh/5VewWhqRHBtyAIgnBFUSr1hIXdTkbGuwDExs4gNORmyo4exZRSRvkPJwi4LwlJcfr8YJXKlaTELzl0eAplZes5cOBuQk8+hOvJRGfd3lo8ro1E6aamdPYR6g6UUOPvgty5kqPHnkaWbRfU1lLTr7iv7YXGGHweHZPwv6vNBS0+dC6yLJOaPB1ZslLDfjKXz8G9rD3qYDe0zTzQRHmga+mDQnthwbhxfzGOagsKDw36dgFIKgW625Sk7nobg+dBMIDkUOFSGYOHvQPh192Mu0cckqSgsnIPBw/dT23tUXbvuYHWrT/Ax7sbAOUV2zlxYia1tccAcHWNoXXCuygU6otyPgShqbiky8v/W2KFS0EQBOFMbLYajh57Bm+vLoSF3QqAvcpM4dt7kc12JBcV2gh3NOHuaCI80IS7g1LCklmNKa2CurQScvzeoSZoN5JDRcSRZwjqNBDXzkH1C/8YdhVSseQEDmUd2QNnYnbk4evbG2+vrpjNpRhyszCV5WPTVqGw6dAZI9DVNUNnikJnjSSv+QfUeOzBu7YvzWofQ9IoUWiVSCoFss2BbHUgW+w4rA7sZXVYC40oXFUETGmHyuffrwZYnP8bh47dX/9Yawyj2ZYZSH9a4kPSKHFJ9MO1UxCaCPe/TcUoO2SK3tmLraQOz+ujUHQwcTL9HUpKfv29gBKvnN74pg9HrfAl8OH2DW6aBWcu9oOH7qOm5jCSpKR51CNU1xympOQ3AFQqD5pHPUJo6HgReF8hxAqXTWR5+YtBBN+CIAjChTAeKqHi++PIFsfpTyolsP/xK0+W7BR2/pRqz12oVd506rQEF5eG848rV6Zzomw61aFb0KqC6NJtJUqrnvLvjmM6Vg6AvmMg3iOikdQNR5Crqw+ye8+NSJKSbl3XnFb3KQ6HhUMHH8CUVUHwznvR+HsRcF/SWdP3Wa1VlFdsxc+3/1nnkzscNravH4hJysa7ZCA1wTux2app1exVvGt7Y86sxny8AluZqX4flb8Lrh2D0LcPQOl+euYSgLrDpZTOS6EuKJW6PnsoLV8HOACJoKARNPO/n9q5FdhK6vAZ3wp9G/8z1mO3mzh27FkKi5b9aauCsNBbaN78YdRq7zPuJzRNV2vwXVNTw9SpU1m6dCnFxcW0a9eO9957j06dOp1WtkksLy8IgiAIl5u+jT8ucb5YCw1Ysmuw5NRgya52Bpl2GaWnFm2MF7oWXmijvQjRd2bvvrHU1BzhwMG76djhe1Qq9/r6TO1TqE7ZArJE0P67sPlaKf05GXu5CVQS3iNa4Nop6Ixt8fBIxMenJ+Xlm8nM+oS4Vi+fsVxG5keUlq8FdyhNWELAobGUL0zFd0L8aVNn7HYz+/bf6lxUxm8AiW1mIUmnTxvJy1iAScpGaXEnJu4pyjx+5WT6G2QWfURw1xHokwKQZRlLZjWGPUXUHSzBVlJH1S8ZVK/JwmdMLC6t/RrUabVWk3HwM8q6r8TiVgDOvz3w8xtAdPP/4eYWC4Drww7sNVZUXme/wVOp1BEf/ybu7vGcTH8TL89OxMQ8W1+HIDQFkydP5vDhw8ydO5eQkBDmzZvHgAEDSElJITQ09B/XK0a+BUEQhKuevdaCbHGg9NaeNrXCbC5i956RmM2F+Pj0JCnxCxQKFXV1eezaPQSbrQb/4lH4JA+r30fpo8P3ljg0oW7nPG5l5R727huDJKnp3m0dOl1Ig+erqw+yZ+9oZNlevy0s+XFci1vj1jMUryHNG5Q/ljqVvLz59Y8jwu8kJuaZBmVsNgNbN/TGpqgguPBO4sY9jcNhYtv2vlgsJbRsOY3wsNsa7OMw2ag7WEr1rkxqDIexa2rQtHdB0cyBzVqJ2VJMSfFaHLLR2X+FnuDgUYSG3YKba8w5z8HfcThsKBRiLPBKdjWOfNfV1eHu7s6PP/7IkCFD6re3bduWoUOHMnPmzAblxci3IAiCIPzJmRaAOUWrDSQx8VP27h1Leflmjp+YQWzLF0hJeez3jBttadX+eUrTj+CotqCL88HnppYo9H8/H9nLqyPeXl2pqNxBVtZnxMZOq3/ObjdxJOVxZNlOYOAw1GovcnPnUtRuNhHrXqB2M6gD9PUj64WFy38PvCXCwiaQm/sN2Tlf4qKPJCx0fH29mamfYFNUoDYGENn5LiRJQql0ISryAVKPv0Bm5oeEBI9CqdTX76PQqXDEV3LS+gRm8+85Ae1AesP+aGqDCVTeSPNBdzf4huDfEIH3f4ssyxgdZ5gWdhnoFYq/va/hFJvNht1uPy2QdnFxYcuWLf+qHeKKFwRBEP7zPNxb0zrhHQ4euo+8vG+prU2lqmoPSqUrCfFvo9G7EfhAO6yFBrQtvM6YSeVsIqMeoGL/DvILFhEZeX/9Mugn09/EaDyJRhNAbMtpKBQ6Kip2YDCcoKzPQgJW30XF0jSU3jrsweUcS33OWV+z+4iOfgyN2of0jHc4fnwaLrpQfH17YzaXkFPwFSgguHYi+hZ/zLkOCbmZrOwvMJlyyMn5msjIP27GLC1dz+EjD2O3G1CrvdFaQ5BLVCgt7mjd/dBHhmFfpUdfEUfw451QqS5uSkThv8PocBC96VCjHPtkrza4Ks8vu4+7uzvdunXjxRdfJC4ujsDAQBYsWMDOnTuJifl33/Zc+MoBgiAIgnAV8vcfSIsW/wdAVdUeAGJbTq9fMVPpoUHX0vuCAm8Ab6+ueHq2x+GwkJ39BQAVFTvIyZkNQFyrl1GrvVAqdSTEv40kaaiUtmHsuhccMsXf7OPg7vuw2w14eXUhKuphACIjpxAcNBJZtnPo8EPU1qaSdvhNHAoTusrmRPQc36AdCoWG6OaPApCV/RlWayWyLJOdM5sDB+/Gbjfg7dWVbl3X0KXfchLjPiU49S58dtyA7vtOuJbHo2/jj8pXBN7Cf8PcuXORZZnQ0FC0Wi3vv/8+48ePR3meAfzZiJFvQRAEQfhdRPhkjMYM8vMXERR4A0FBN/zrOiVJIiryAZIPTCI3bz5hYbeSctQZ5IeEjMHPr299WXf3eFpEP86JtJfJ9/qCmMR4im0LMTrSUMleJMS9Uz9NQ5IkWrV6iTpTHpWVO0lOvgOzuQQkCJPvQRt6+rSQwMBhZGV9Sq0hlczMWdjtRvLyFzjbEnwzsbHTUSicU3T0if4oPTSUzUnBYXTmN3fvHf6vz4fw36ZXKDjZq02jHftCREdHs3HjRgwGA9XV1QQHBzNmzBiioqL+VTvEDZeCIAiC8CeyLGMwnMDVtQWSdHG+IJZlmd17bqSm5hBqtQ9Wazk6XRhdOv+MSuX2l7IOkpMnUl6xFY0mAIulGGSJsL1P4BtwDT5jYxukIbRaK9mzdzRGYwYAbiXt6TBgzllHqEtK13Lw4N1/2iIR0+JpwsMnnXE+rLW0jsplaahD3PC6/t8FHcLV6Wq84fJMKioqiIqK4vXXX+fuu+9u8NyF9FVMOxEEQRCEP5EkCTe3lhct8D5VZ1TkAwBYreWARHzc66cF3s6yCuLiX0el8nIG3kCYyyRcq1tjOlZO8ccHsJXVYTdYMR2voG5zNREnn0ZpdUeyq4jQ33/OqSF+vv3w9GgHOFcLTUz8lIiIO896I5razwX/yW1E4C385/z222/8+uuvZGRksHr1avr27UtsbCx33HHHv6pXTDsRBEEQhMvAz68/bm5x1NYeJTz8Dry9u5y1rE4bRHzcKxw8NAUfnx60TPo/rOFGSuekYCsyUvj23gYLBoGGSM1MJB+ZgMk9ztkOSZJISHibnJxvCA65CXe3Vheph4JwdamqquLpp58mNzcXHx8fRo0axUsvvYRa/e9WXhXTTgRBEAThMqmry6a8YjvBQTfWz60+F7O5GLXau36ZdXuVmdK5KVhzawFQ+bmgDnVDE+aGJtQddZgbCs2/uxlMEC7Uf2XaybmIPN+CIAiC0AS5uEQQepZl5s/kVFrCU5SeWgLua4utxIjSU4vCRfwaF4QrjXjXCoIgCMIVRFJKqINcG7sZgiD8Q+KGS0EQBEEQBEG4TETwLQiCIAiCIAiXiQi+BUEQBEEQBOEyEcG3IAiCIAiCcMk4HI7GbsIldyHJA5v0DZenOlJdXd3ILREEQRAEQRDO5FSc9tcAVKPRoFAoyM/Px9/fH41Gc9bFnK5ksixTUlKCJEnnlQO8SQffNTU1AISHhzdySwRBEARBEIRzqampwdPTs/6xQqEgKiqKgoIC8vPzG7Fll54kSYSFhaFU/n2e/Sa9yI7D4SA/Px93d/fL8pdSdXU14eHh5OTkiEV9rmDidbw6iNfx6iBex6uDeB2vDpfqdZRlmZqaGkJCQlAoTp/RLMsyNpsNu91+0Y7Z1KjV6vMKvKGJj3wrFArCwsIu+3E9PDzEh8tVQLyOVwfxOl4dxOt4dRCv49XhUryOfx7x/qtT0zH+7bLsVwtxw6UgCIIgCIIgXCYi+BYEQRAEQRCEy0QE33+i1Wp54YUX0Gq1jd0U4V8Qr+PVQbyOVwfxOl4dxOt4dRCvY9PQpG+4FARBEARBEISriRj5FgRBEARBEITLRATfgiAIgiAIgnCZiOBbEARBEARBEC4TEXwLgiAIgiAIwmUigm9BEARBEARBuExE8C0IgiAIgiAIl4kIvgVBEARBEAThMhHBtyAIgiAIgiBcJiL4FgRBEARBEITLRATfgiAIgiAIgnCZiOBbuKRuvPFGXFxcqKysPGuZW265BbVaTVFR0UU99ssvv8yyZcsuap1Xkj59+tCnT59/tO/KlSuZNm3avzr+xIkTiYyM/Fd1/FMbNmxAkiQ2bNhwSer/67k1Go1MmzbtjMebNm0akiRRWlp6SdrS1M2aNYuvv/66UY4dGRnJxIkTL1n9Z+tbZmYmkiQ1Wr8BJk2axHXXXXdZjzlx4kQkSTrtp1WrVg3KHT9+HI1Gw759+y5r+wShqVA1dgOEq9udd97JsmXLmD9/Pvfff/9pz1dVVbF06VKGDh1KYGDgRT32yy+/zOjRo7nhhhsuar1XilmzZv3jfVeuXMlHH330rwLwqVOn8vDDD//j/Zuyv55bo9HI9OnTAf7xHzxXq1mzZuHn53dJg+DGcra+BQcHs337dqKjoxulXfv37+ebb75h586dl/3YLi4urFu37rRtf9ayZUtuueUWHn30UTZu3Hg5mycITYIIvoVLavDgwYSEhPDVV1+dMfhesGABdXV13HnnnY3QugtntVqRJAmVqum/deLj4xv1+I0VeFwOjX1ujUYjer2+UdsgnJ1Wq6Vr166NdvxXX32Vzp0707Fjx8t+bIVCcV59f+CBB+jYsSPbtm2je/ful6FlgtB0iGknwiWlVCq5/fbb2bt3L4cOHTrt+dmzZxMcHMzgwYMBKCws5J577iEsLAyNRkNUVBTTp0/HZrM12M9sNjNjxgzi4uLQ6XT4+vrSt29ftm3bBoAkSRgMBr755pv6rz7/PCJ5+PBhRowYgbe3NzqdjrZt2/LNN980OMapqQtz587lscceIzQ0FK1WS1paGkajkccff5yoqCh0Oh0+Pj507NiRBQsWnPN8fP3110iSxLp167jrrrvw9fXFw8ODCRMmYDAYKCws5Oabb8bLy4vg4GAef/xxrFZrgzqmT59Oly5d8PHxwcPDg/bt2/Pll18iy3KDcn+dGnHqq/A333yTt99+m6ioKNzc3OjWrRs7duyoLzdx4kQ++uij+vN46iczMxOAjz76iF69ehEQEICrqytt2rTh9ddfP62dZ5p2IkkSDzzwAHPnziUuLg69Xk9SUhI//fTTaefqxIkTjB8/noCAALRaLXFxcfXt+rNjx45x3XXXodfr8fPz495776WmpuacrwPAkSNHkCSJ77//vn7b3r17kSSJhISEBmWHDx9Ohw4d6h//+dxmZmbi7+8POF+bU+frr6OhRUVFjBs3Dk9PTwIDA5k0aRJVVVV/284+ffrQunVrNm3aRPfu3dHr9UyaNAmA6urq+utQo9EQGhrKI488gsFgaFDHqfP+6aef0rJlS7RaLfHx8SxcuPC0453ve/B8rsPIyEiOHDnCxo0b68/L301F+v777+nSpQuenp7o9XqaN29e399TzrffZ3K++zocDj744APatm2Li4sLXl5edO3aleXLl/9t38427WTLli30798fd3d39Ho93bt35+eff25Q5tRnxPr167nvvvvw8/PD19eXkSNHkp+f/7f9KyoqYunSpdx2220Ntp/6PFuwYAHPPvssISEheHh4MGDAAFJTU/+23outQ4cOxMXF8cknn1z2YwtCY2v6w3fCFW/SpEm8+uqrfPXVV7zzzjv121NSUti1axdPPfUUSqWSwsJCOnfujEKh4Pnnnyc6Oprt27czc+ZMMjMzmT17NgA2m43BgwezefNmHnnkEfr164fNZmPHjh1kZ2fTvXt3tm/fTr9+/ejbty9Tp04FwMPDA4DU1FS6d+9OQEAA77//Pr6+vsybN4+JEydSVFTEk08+2aD9Tz/9NN26deOTTz5BoVAQEBDA//73P+bOncvMmTNp164dBoOBw4cPU1ZWdl7nZPLkyYwcOZKFCxeyf/9+nnnmGWw2G6mpqYwcOZK7776bNWvW8NprrxESEsL//ve/+n0zMzO55557iIiIAGDHjh08+OCD5OXl8fzzz//tsT/66CNatWrFu+++Czinh1x//fVkZGTg6enJ1KlTMRgMLF68mO3bt9fvFxwcDMDJkycZP358ffBy4MABXnrpJY4dO8ZXX331t8f/+eef2b17NzNmzMDNzY3XX3+dG2+8kdTUVJo3bw44r43u3bsTERHBW2+9RVBQEL/99hsPPfQQpaWlvPDCC4Az0OjduzdqtZpZs2YRGBjIt99+ywMPPPC37UhISCA4OJg1a9Zw0003AbBmzRpcXFxISUkhPz+fkJAQbDYbGzdu5N577z1jPcHBwfz6669cd9113HnnnUyePBmgPiA/ZdSoUYwZM4Y777yTQ4cO8fTTTwOc1zkrKCjg1ltv5cknn+Tll19GoVBgNBrp3bs3ubm5PPPMMyQmJnLkyBGef/55Dh06xJo1a5Akqb6O5cuXs379embMmIGrqyuzZs1i3LhxqFQqRo8eDXDe70E4v+tw6dKljB49Gk9Pz/qpOlqt9qz93L59O2PGjGHMmDFMmzYNnU5HVlZWg2kMF9rvP7uQfSdOnMi8efO48847mTFjRv0c5VN/hF5o3zZu3MjAgQNJTEzkyy+/RKvVMmvWLIYNG8aCBQsYM2ZMg/KTJ09myJAhzJ8/n5ycHJ544gluvfXW06Z0/NWqVauwWq307dv3jM8/88wz9OjRgy+++ILq6mr+7//+j2HDhnH06FGUSiXg/MPD4XCc8zjg/KPu1D6n1NXVERQURElJCcHBwdxwww3MmDEDHx+f0/bv06cP33//PbIsn/U1E4SrkiwIl0Hv3r1lPz8/2WKx1G977LHHZEA+fvy4LMuyfM8998hubm5yVlZWg33ffPNNGZCPHDkiy7Isz5kzRwbkzz///JzHdHV1lW+//fbTto8dO1bWarVydnZ2g+2DBw+W9Xq9XFlZKcuyLK9fv14G5F69ep1WR+vWreUbbrjh7zv+F7Nnz5YB+cEHH2yw/YYbbpAB+e23326wvW3btnL79u3PWp/dbpetVqs8Y8YM2dfXV3Y4HPXP9e7dW+7du3f944yMDBmQ27RpI9tstvrtu3btkgF5wYIF9dumTJkin8/Hw6njz5kzR1YqlXJ5eXn9c7fffrvcrFmzBuUBOTAwUK6urq7fVlhYKCsUCvmVV16p3zZo0CA5LCxMrqqqarD/Aw88IOt0uvrj/N///Z8sSZKcnJzcoNzAgQNlQF6/fv0523/rrbfKzZs3r388YMAA+a677pK9vb3lb775RpZlWd66dasMyKtWraov99dzW1JSIgPyCy+8cNoxXnjhBRmQX3/99Qbb77//flmn0zV4zc6kd+/eMiCvXbu2wfZXXnlFVigU8u7duxtsX7x4sQzIK1eurN8GyC4uLnJhYWH9NpvNJrdq1Upu0aJF/bbzfQ/+1bmuw4SEhAbn6lxOHefUe/BMLqTfzZo1a/AZcL77btq0SQbkZ5999pztPVvfTr3XZs+eXb+ta9euckBAgFxTU1O/zWazya1bt5bDwsLqz9mpz4j777+/QZ2vv/66DMgFBQXnbNN9990nu7i4nHZdnfo8u/766xts/+6772RA3r59e/22U9fs3/389f399ttvy2+//ba8atUqedWqVfKzzz4r6/V6uVWrVg36fcrnn38uA/LRo0fP2SdBuNqIaSfCZXHnnXdSWlpa/5WtzWZj3rx59OzZk5iYGAB++ukn+vbtWz/aeOrn1JSUUzfm/PLLL+h0utO+ij5f69ato3///oSHhzfYPnHiRIxGY4PRXnCOWP5V586d+eWXX3jqqafYsGEDdXV1F9SGoUOHNngcFxcHwJAhQ07bnpWVdVr7BwwYgKenJ0qlErVazfPPP09ZWRnFxcV/e+whQ4Y0GK1KTEwEOO04Z7N//36GDx+Or69v/fEnTJiA3W7n+PHjf7t/3759cXd3r38cGBhIQEBA/fFNJhNr167lxhtvRK/XN7gWrr/+ekwmU/00mfXr15OQkEBSUlKDY4wfP/68+tK/f3/S09PJyMjAZDKxZcsWrrvuOvr27cvq1asB52i4VqvlmmuuOa86z2b48OENHicmJmIymc7rNfP29qZfv34Ntv3000+0bt2atm3bNjhHgwYNOmOml/79+ze4qVmpVDJmzBjS0tLIzc2tr/N83oPw76/DM+nUqRMAN998M9999x15eXmnlbnQfv+TfX/55RcApkyZ8o/68VcGg4GdO3cyevRo3Nzc6rcrlUpuu+02cnNzT5v6cabrBf7+fZqfn4+/v/9ZR5LPp967776b3bt3/+3PihUrGtT16KOP8uijjzJw4EAGDhzIzJkzmTNnDseOHePzzz8/rS0BAQEAZ3ydBeFqJqadCJfF6NGjefDBB5k9ezajRo1i5cqVFBUV8dprr9WXKSoqYsWKFajV6jPWcSpVW0lJCSEhISgU/+xvx7KysvopFH8WEhJS//yfnans+++/T1hYGIsWLeK1115Dp9MxaNAg3njjjfo/Js7lr1/BajSas243mUz1j3ft2sW1115Lnz59+Pzzz+vn5S5btoyXXnrpvP4I8PX1bfD41Ffl57NvdnY2PXv2JDY2lvfee4/IyEh0Oh27du1iypQp/+j4p9pwat+ysjJsNhsffPABH3zwwRnrOHUtlJWVERUVddrzQUFBf9sOgAEDBgDOADsqKgqr1Uq/fv0oKirixRdfrH+uR48ep2VsuFD/5ryf6RosKioiLS3tb98vp5zpnJzaVlZWRlhY2Hm/By/GdXgmvXr1YtmyZbz//vtMmDABs9lMQkICzz77LOPGjftH/f6z8923pKQEpVJ53tfR36moqECW5Qv63Pmn10tdXR06ne6sz59PvUFBQfWB8bmcz1SRG2+8EVdX1wb3lZxyqp3/9HoRhCuVCL6Fy8LFxYVx48bx+eefU1BQwFdffYW7u3v9XFsAPz8/EhMTeemll85Yx6lfUv7+/mzZsgWHw/GPAnBfX18KCgpO237qZiY/P78G28/0C8bV1ZXp06czffp0ioqK6kfBhw0bxrFjxy64Tedr4cKFqNVqfvrppwa/YC9XPvNly5ZhMBhYsmQJzZo1q9+enJx80Y7h7e1dPyJ4tpHHUwG3r68vhYWFpz1/pm1nEhYWRsuWLVmzZg2RkZF07NgRLy8v+vfvz/3338/OnTvZsWNHfRrBxnKma9DPzw8XF5ezzhn/63V8rvN0KiA73/fgpbwOR4wYwYgRIzCbzezYsYNXXnmF8ePHExkZSbdu3S6433997nz29ff3x263U1hYeMaA+UJ5e3ujUCgu6HPnn/Lz8/vX+bNnzJhxXtd8s2bN6ufAn4ssy2f8rC4vLwcuXt8F4Uohgm/hsrnzzjv55JNPeOONN1i5ciUTJ05skC5t6NChrFy5kujoaLy9vc9az+DBg1mwYAFff/31Oaee/Hk09c/69+/P0qVL62+oO2XOnDno9foLThEWGBjIxIkTOXDgAO++++4lTQN3Ks3hn6eN1NXVMXfu3It6nD+Phv15xPdUEPjnG8tkWT7jV8r/lF6vp2/fvuzfv5/ExMT6bwXOpG/fvrz++uscOHCgwdST+fPnn/fxBgwYwHfffUd4eHj9tJ+WLVsSERHB888/j9VqrR8hP5sLGcW+WIYOHcrLL7+Mr6/vGUf//2rt2rUUFRXVTz2x2+0sWrSI6OhowsLC6us8n/fghVyHZ3sf/h2tVkvv3r3x8vLit99+Y//+/XTr1u2C+/1n57vv4MGDeeWVV/j444+ZMWPGOdt4Pn1zdXWlS5cuLFmyhDfffLP+PeVwOJg3b179H4EXQ6tWrViwYAFVVVV4enr+ozruvvvu06bGncm5bjA9ZfHixRiNxjN+rqanp6NQKIiNjf1H7RSEK5UIvoXLpmPHjiQmJvLuu+8iy/Jpub1nzJjB6tWr6d69Ow899BCxsbGYTCYyMzNZuXIln3zyCWFhYYwbN47Zs2dz7733kpqaSt++fXE4HOzcuZO4uDjGjh0LQJs2bdiwYQMrVqwgODgYd3d3YmNjeeGFF+rntj7//PP4+Pjw7bff8vPPP/P666+f1y+sLl26MHToUBITE/H29ubo0aPMnTuXbt26XdL8y0OGDOHtt99m/Pjx3H333ZSVlfHmm2+e1y/BC9GmTRsAXnvtNQYPHoxSqSQxMZGBAwei0WgYN24cTz75JCaTiY8//piKioqLevz33nuPa665hp49e3LfffcRGRlJTU0NaWlprFixoj7jwyOPPMJXX33FkCFDmDlzZn22kwv59qF///7MmjWL0tLS+gwwp7bPnj0bb2/vBmkGz8Td3Z1mzZrx448/0r9/f3x8fPDz87ukK3w+8sgj/PDDD/Tq1YtHH32UxMREHA4H2dnZrFq1iscee4wuXbrUl/fz86Nfv35MnTq1PtvJsWPHGqQbPN/34IVch23atGHhwoUsWrSI5s2bo9Pp6q+vv3r++efJzc2lf//+hIWFUVlZyXvvvYdaraZ3797/qN//5Jz17NmT2267jZkzZ1JUVMTQoUPRarXs378fvV7Pgw8+eMF9e+WVVxg4cCB9+/bl8ccfR6PRMGvWLA4fPsyCBQsuWraPPn36IMsyO3fu5Nprr/1HdYSEhDQYmDgfWVlZjB8/nrFjx9KiRQskSWLjxo28++67JCQk1GcB+rMdO3bQtm3bc/6hJwhXpUa93VP4z3nvvfdkQI6Pjz/j8yUlJfJDDz0kR0VFyWq1Wvbx8ZE7dOggP/vss3JtbW19ubq6Ovn555+XY2JiZI1GI/v6+sr9+vWTt23bVl8mOTlZ7tGjh6zX62WgQVaCQ4cOycOGDZM9PT1ljUYjJyUlNchMIMt/ZAf4/vvvT2vnU089JXfs2FH29vaWtVqt3Lx5c/nRRx+VS0tLz9n/U5kM/ppt4VR2gZKSkgbbb7/9dtnV1bXBtq+++kqOjY2tP+4rr7wif/nllzIgZ2Rk1Jc7W7aTN95447R28ZdMHWazWZ48ebLs7+8vS5LUoO4VK1bISUlJsk6nk0NDQ+UnnnhC/uWXX07LLnK2bCdTpkw57fh/zUpxqr2TJk2SQ0NDZbVaLfv7+8vdu3eXZ86c2aBcSkqKPHDgQFmn08k+Pj7ynXfeKf/444/nle1ElmW5oqJCVigUsqura4NsPN9++60MyCNHjjxtn7+eW1mW5TVr1sjt2rWTtVqtDNT352yv7alr4c+v2Zn07t1bTkhIOONztbW18nPPPSfHxsbKGo1G9vT0lNu0aSM/+uijDTKbnDrvs2bNkqOjo2W1Wi23atVK/vbbb0+r83zfg+d7HWZmZsrXXnut7O7ufsYMGX/2008/yYMHD5ZDQ0NljUYjBwQEyNdff728efPmf9TvM11X57uv3W6X33nnHbl169b15bp16yavWLHib/t2pmwnsizLmzdvlvv16ye7urrKLi4ucteuXRvUJ8tn/4w49Xn0d9e03W6XIyMjT8uWcrbPs7O19UKVl5fLN954oxwZGSm7uLjIGo1GjomJkZ988skzZq+pqamR9Xq9/NZbb/2r4wrClUiS5b+szCEIgiBcVSRJYsqUKXz44YeN3RThMnjrrbd46aWXyMvL+9c3Cl8qX375JQ8//DA5OTli5Fv4zxGpBgVBEAThKjJlyhQ8PT3PuCJsU2Cz2Xjttdd4+umnReAt/CeJ4FsQBEEQriI6nY65c+de9HtBLpacnBxuvfVWHnvsscZuiiA0CjHtRBAEQRAEQRAuEzHyLQiCIAiCIAiXiQi+BUEQBEEQBOEyEcG3IAiCIAiCIFwmTXqRHYfDQX5+Pu7u7hdtAQJBEARBEATh4pFlmZqaGkJCQlAoxLju32nSwXd+fj7h4eGN3QxBEARBEAThb+Tk5BAWFtbYzWjymnTw7e7uDjhfTA8Pj0ZujSAIgiAIgvBX1dXVhIeH18dtwrk16eD71FQTDw8PEXwLgiAIgiA0YWKK8PkRE3MEQRAEQRAE4TIRwbcgCIIgCIIgXCYi+BYEQRAEQRCEy0QE34JwIexWcNgbuxWCIAiCIFyhRPAtCOfLWgef94P3kqD46N8WX3x8MdcsvIb719zP4uOLKa0rPWvZuloLS9/ax7q5R7GaRXAvCIIgCFcrSZZlubEbcTbV1dV4enpSVVUlsp0Il0Sl0cJPBwvo2yqAUC+Xcxfe9Case9H5f9cAuGMl+MWcsWhmVSajV4zGbDfXb5OQSPRPpG94XwZFDiLM/Y9cqFt/SCN5dTYAfuFuXH9fIu4+un/XOUEQBEG4DES8dmHEyLdw1SkpzOTA2gWYTKazlrE7ZObvzKbvmxt4btlBbv1iJ3WWc4w41xbDlnec/3f1B0MxfDMMyk5iLS4mc+w4Sj/9DACH7OCFbS9gtpvpHNSZh9o9RBu/NsjIHCg5wLv73mXEshHsK9oHgLHawuENuQCotUpKc2r5/tU9FGZUXZwTIgiCIAhCkyFGvoWrisPu4NmP27LK1cGwapkI7wfoOuAW4kP+uH72ZVfwwo9HOJRfjNZ/LWrvbVjKezA+5j6mDU84c8UrHoG9syGkHYz/HuYMh+IU8AijqOZGyhf8AEDQtGn81lbmpZ0v4aJyYemIpYS6hQJQZChiY+5GlqUt41DpIXx0PiwYsoDM34zsX51NQDN3Bt3VmpUfH6Qsz4BSpaDruAgyAg4woNkA3DVi8QJBEASh6RHx2oURwbdwVdn862weKXgLi8KZ6D/UamNIiTdH9A/Ts2tX9mdXsnhvLiq3I7gEr0DvcNAjYyTHAnaSWtWTubeOo3u0X8NKi4/Cx91BdsDElRDZwzkS/vUQHAUnOL4ihHzvTmjNVXjXpPHWGC27mll4uvPTjI8bf1objVYjt/96O8fKj9Fa35Y+m+/EZnEwZEoikW38sJhsrP4qhcyDzjni+0PWENnWl8mtJyM7ZGQZZFnG1VOLV6D+kp9TQRAEQTgXEa9dmCa9wqUgXAi73cGRIx9i8ZPwdqhRKRTkqeGzkBqurX2GwpUd+NU+EJew1ajcnTdM9su4h7DyeIJqoshJmMXj37dk1aP9cdP+6a2xaqoz8G411Bl4A7gFwITlVD1+LSdDBpEZeT0AOlMZw3buwN+vgrGtxp6xnXq1nvf7vs/Yn8fiejQcm8WBv7+FZunTgd5o2owmZoyO36q2EpvVg3b5AyAffli5t0E9kkLi5mc64RfmdtHPpSAIgiAIl4aY8y00eUarkdt/uZ1p26ads9yODcs5rHfOk76x5U38NH4TE6KGoZBhlZuexZFH0EW/h8r9KCqFirtCHiCsKB4AV6sXcdXNKVX/zEs/p/xR6cl1kLYaFCoYOKPB8WT3INKKOpPZ7DoAJMmESedLXvgQwg/eyo+v7yZ1ZyEOxx9fLlnz8ih+/RWUM1/gTVtLWhf2BKBE+xHS/jmw5G72HZjDxFUTWR/yHUrLd+gNBajNpaA14uHvglegHq2rCtkhk7qz8G/PX1WdlffXniCn3Pi3ZQVBEARBuLTEyLfQ5G3K28S+4n3sK97HuFbjiPWJPa2Mze7Asv1ttoY5M4QMT7gZvVrPE71eZmj8rczY8DiHDTkAtNcG8Px1n3FsvoFMuRSdmxpTrZW2eQM42vYVFh1I4tqEIPrG+MJvzzkP0Oku7N6RfHdsAdnV2SQFJNEqFQ54DwZJgbd2Jx+3WURoSRJDD3emyi2W/AwD+RkpHN9VSM/EGmq/epeaXSnweyxeWzwItUZLsWs2S8IyaeFoi7o0lSf3v45ZkggrC6fH9s2o5I0AOIAlMb1Y03UkbQJcicuAtD1FdB8ZjSRJZz1/zyzajfFQHjv35TD3sb4oFGcvKwiCIAjCpSWCb6HJ25Czof7/C44tYFr3aQBU//obJe++i8NkwuSw42UtZLpOiVKnQ5/2Nbb//Q+VtzdxfvHMG7mCnzdNQ7P7CwZZSinKlsk8WIokwfCH2rL8/WSo9SOmLIljwT/w5OJwNvbPRV98BHSeVHa9hyfX3Mf2gu0AzEuZxwPrbsemb4/DXsZrMXtxqO34++5mZNAKTmxqSZ5PD7IiryX7SDnLduWTeKgIFxk07lZqTV6kKgcB4NHFAHXwlKoGR4AfDkkiwaCm26/eqOQM0sNakumTTb+DJkaf2ET7ohO81f4WoomktsJMUUY1Qc09G5wzu8PO7qLdfL7ve1QZnnQ0XIMt3c53S1MZO6rVpX/RBEEQBEE4I3HDpdCkWR1Wei/qTY2lBgAXlQurR6/GNvd7it9865z76jt2JOKrL5E0GucGWYavroOcHSyzfExeeRBx3YPpNyGOPb9ksvPHdCr1RSxMfAVH0SC2WRbjaS8npdcjPFq+g3xDPjqljsFRg7FssRKeMRDJYWdD5DscDc1BKSmJtz1F3MlN3F3xExUb9FTpIzjY5l4sWi+0jhoGtj1ExA038Mv/fiTDqxveujpueutaRi65k0zjfgBGVBt5JqOCzF+CkGSZyEUL+V51gHULXmPKLxJuBjsOlYpV7R5F4xpJiJxG+7qt2MrKsJQUk5sYxKuDDBQbi1HZ1dy2dwZa+x83ZnYYGkmXIVHnHC0XBEEQhPMl4rULI+Z8C01acnEyNZYavLRetPBqgdli5MAT99UH3t633ELuU0/jPaCcl8coeG20AvXz/0Ph5oZxzx4Kpk+n/u9LSYLBr5JjTiKvPAiFEjoOiQSgTe9QNDolXsZAIitaow34jVqpikU+YUzI/5l8Qz7h7uHMu34ej0b/H5GZ/QDQlG0kxTWatv4dmNp1KvMmjsH/2scY5PUWB7rG4OGSR1/3xfj5g1nhzi8p13D4uBc5vl0BCD+wgOMp2aQevAFrZQfa6m/j8cTHqTjsjiTLuHVrh0tSEiNjRnIs3p1H7wRzt0QUNhsd0n8DoMzii2HXbiwnT0J1DWFbTqDJKkIjuRKRMwqtXU+ttpwDwesB2PtTJmu/OUrFr6vJe/JJbKVnX3lTEARBEISLS0w7EZqUyh+WULtxI67du+HWtx/rc5wBY6+wXrR1jcX66av4p+8HScL10Wc5pGlHZdonbIlSkuynoJVPK1oMu4vasFhy7r2Pqh+WoG0Rg+8dEwGQg9uyw/EQAK19duLh3QcArV5N6z5h7Ps1i2vyBzPP+xB3+AdSoFOA3UzvsN683PNlXCU3Fr+6C7usxLviGD94eHNf4kSm9G1R34d7e0fTsZk3D8z3oTDARIinjgV3dubID+lkHChl08LjgISHrQTfgr1snfoqllY3MMBrCp+P7og5NZWC7PcB8A89BHWVuLl4MSpmFHNS5vDRWHfevPE1tFt3crDCilnrzaoR93DAYx7XbjHQNkPmiaJruLviegZVOlfttMaWsN11GWU2b/qUJJG6o5AiQw6tk9dhKyxyfkOgEh8HgiAIgnCpiZFvocmwVVRQOGMGNatWUThtOmm9e5P49Hxu2OZgUGU47ab9QLt0GbMKql+YwvaSGI7vKKS0dAjbrdcAMCjSOY/arVcvAv/vSQCK33iDmg0bAMg4UEpxlQ8qyUQHPoaDC+uPn9Q3DJXSjltNKI/8FM3b78Kk3xzoCvpyd+yLuKnc2br4BKV5RtTWWryyf6YgJpE7r4k6rS8dI31Y8eA1NPd3Jb/KxO3f7KbD+BjaXRtRX6bT9ZFIQLdjW2nnKOf10UlIkkTJhx8C4B4toVNlw4qHQJa5Je4WFJKCHYU7KbwmluavvYRfmwAAjmqM7AkzkdY32tn/tcn4mBSE2pUoFBJtrnEeNz3qN35wtYBkp9I1kt0dnmZXTQLrpn7P4U15ZB8po6LQgN3uuHgvrCAIgiAI9UTwLVxyqeWpHCo5hMFqOGe5qiVLkM1m1EH+uCQlAdAs18z4jQ78H38Pa+pxTB46pt2iZFWBitKcWkDGgZrIzLuJLe5cH3wDeE+YgNdNN4HDQf5jj2M8lsrO5ekAJCVUoVdWwZppYK4BWUa/901aKX8FQKe8DqUM1+1z8N6C7cx9/isWvrqbQxvzAIg7NpeV4Uk8fl0cOrXyjP3xd9fy7eQuhHm7kFlmZMJXu4kbFMGQKYn0mxDHsahQtgS3QYnM9IIN+LhqqDt0mNo1a0GhwP/ZV0GhhpQfYf3LhLgGM7DZQADmpswFoN01zuA7urIVKosvk0O9wUWJu7GKoTWVAEQl+dEn9hqUkhKbMp8b3T/mmrQZ6OpKMeu8KQ7syLGKQDbOT2XFBweYP20ni2buxm4VAbggCIIgXGyXNPh+5ZVX6NSpE+7u7gQEBHDDDTeQmpp6KQ8pNDF7i/Zy04qbGL9yPF3nd2Xg4oHcs/oeXtv1GstPLsfmsAEg2+1UzJ8PgF/EcSJHadj14QQ+vU5BRoIPklqNNiYG968/os41Bu9U5whvX8+30XqsR4GCvidvoWLPH8eWJImgqc+h79wZh8HAnqdmUZ5vQKtX0W7CcPCOgtoi2PwWrH8Z809v4bN7M5LDRqV3SxQPz0ARFU1VYHeaq1pTkV2LUuGg1bF5uFSlkd+5Lze0DT1n/4M9Xfh2chcC3LWkFtVw++xd+MZ4oo/14LllR/g64XocCiXq3dsw7NhJyXvvAeA5bBja7sPh2pnOija9DsvuZ0LsOAB+zviZIkMRH5W+jklpwNXqyatZbgSf+BHv8CrsCjWBshcA8a5r8Dy+mvY40zCGOvajySml895XGKB/hzZVCwnL3YBf1VG8/TUoVBIVBQaObMm/KNeAIAiCIAh/uKSTPDdu3MiUKVPo1KkTNpuNZ599lmuvvZaUlBRcXV0v5aGFRvDpxpOcKK5l5g2t60eDP9z/ITIyOqUOk91EoaGQQkMh2/K3AXCg+ABTu02lduMmrHn5KDUOPCLqIOVHVoft5UA7Bd3ve5iWUTcgKZVYzA6uy5iEhAKr52biXbbwSmguLvmQVNCXzYtOYKmz02FwMyRJwoYS+/0zOGlZSL7emWIv1qsISoth0MuwcBxseRdjqYrcTX6oLDWE1Bwmz7Mth2uaY+sxldJc54i9T9kRWh1fgM5cwdLonjx+Q7vzypndzNeVbyd3YcxnOziYW8WdX+/BbLNTa7YR17ol3v43U7VgAflPPYWtsBBUKvym3O/cueu9oNLAz4/DgfkkVuXQ1q81yWWHuf3X28mrzaOfbxAti7ugNcST7X6MjRGJhFZ7YlPq8VAUEn5iOqTJ9PFwZ7evN3Xp3oCV3X7NGTSgKy23zyRzfQCmNBU6SwK1U95i03cn2ftLJqHt/MirNZFVZqS4xsyghEDCvMWS9oIgCILwT13S4PvXX39t8Hj27NkEBASwd+9eevXqdSkPLVxmlUYLr/9yDKUMni5qpg6NZ3fhbvYU7UGtULPixhW4qFxIr0onvTKdY+XHWJi6kMUnFjOm1Rh08+YA4NXcgKPr3ZRnbeCgqg6AXkfXoIgcDOjY9NEvaOrcqNKWsLbFUnoXB3NAIyM3W8aYNjdxbFUpO5enU5ZfS12NlYKTlThsMnh1AsDFWIT3wldJn29BE90c98DWqMzpFCd7ItsldG3a0POFMSx6L5XCdOdqmVq9ihbdPEj/dCs6cwU2SUHZgOF0b+F33ucnJtCdOZM6M+6zHezKLAec5+m9se0IsMdSs3y5M/AGvEaORBPxx9xwOk4Czwj4fiJkbmaCKZpkF8irdU6B6a1cTwFdOGHpyaPm9lS6uzMjqgKAKO9KpKQxUJBM39Ak3i3dRtxh57cNK6O68XNGFz4O7kFYtx2cXBWI6cgRjnzxJkbfG6Hawj3TNrJHZ6tvyvpjxcyb3OUCrw5BEARBEE65rOkNqqqcwYyPj88ZnzebzZjN5vrH1dXVl6Vdwr+3bl8+d1Rr0coS327MpF+sP5+f/AiAkTEjCXINAqBdQDvaBbQDoNxUzqqsVXzx03Tu2LYPkLHH6umypw+3DIxHTnubeLOFoORFkLmD49XtOZ4/AQk7e5rPoVhjZ2Z8O+TqwyQGJNL/+kR8PbLZujiNtD3F9W1z89ESEedDSLgG79xSTJrOGHbuxHIynbKTAF7Ocn37EvrWmyj0euK6V5OytYDo9v70GhuL3kODrsNHPPn6d9iQeH987ws+R61DPfl6Uidu/WIXdVY7r41KJMTLBXDB967JlLz7HpJajd99956+c8wAmPQrzL+ZfoUnCQ8PI0el4JHyCkY48vhabcFkdeXOtpEE+OspWZyF5LDjl7YLXvoagHDghql9cTUVYg7w5khIHHU51QzhFn7RHyKsaxnZG31J2reGPV1aE+USQxezijxfJcG+LuzLrmR7ehmVRgtees0F918QBEEQhMu4yI4sy4wYMYKKigo2b958xjLTpk1j+vTpp20XSdubNlOtlVnPb0VrdN6gl6myszHyJHX+H6FWqFnZ5SWCgtqCR3CD/XJqchixbAS3/Gbi+j0ybqF1fNpuCjnWROr8t1PutZeRsUncf/hHasqNLCx9F4vsisonjXd9DqPyX19f15OdnuS2+NsAOL67kIwDpYS08CI8zgfPAJfTFpSx19RQu3ETNWvWYNy5E49hQwl88sn6dHsOh4yh0oy7j67BfscKq7HaZNqENVxR8kJklxkpM5hpF+Fdv81hMlH85lu4JLbBc/jws+9cXQDzbya39AjZajXdzDak699gfWp3UjbnE98jGKVKwaGNefiX7qfN4S9o/tMKtC2cqRC3D+mN18li9tzYCtWN7zFvRxYeOjU92cv9+c9Qcsid0iPu2HR6dg96m7oqO12GN6fj9ZFc9+4mjhXW8PbNSYxsH/aP+y8IgiBcXcQiOxfmsgXfU6ZM4eeff2bLli2EhZ35F/eZRr7Dw8PFi9mEWUw2fnx3P8WZNdRKMu4KBbJd5teIn8kMXcVYvw48u3sp6Lxg4s8Q1LrB/u9tfpVrHvgGvRkqesWwR/EwShoGym7eGiRzNTVGHRp/DS9bqtC5GNA2fxm7bEdCYvXo1QS6Bl7Gnjcicy0sfxDy98OIDyHyGnKOlbP83WS0ripku4zFZKebtBmX9QvxnXwnAY8/jiklhYyRo7Ap4IlHPFkxeTNqhfqPelc+ibzjU7I2BlFXpKCix1j2q3ui1au4bWY3PtySzgfr0hjcOoiPb+1wziZaTDZkGbQuIne4IAjC1U4E3xfmsqQafPDBB1m+fDnr168/a+ANoNVq8fDwaPAjNF12q4NfPz1EcWYNdZLMb/4OOg6OBKBnwTVoLK5MPLjGWdhUCXNGQMnxBnXcfNwNvRkyggLYpboPJRKaEJkcz6PUqp3TjmorLNQYdag0Cr5TmZElmNKrHQOaDQCcU1n+M4E3gNYNbpoNDydDpDO/eWiMFy7uaswGGxaTHQ8/HdE3dgeg6sflyDYbFYu+A2B/vJY8rYF9Rfsa1jtwBlJQPCEdS5BUEl5bF+Gpt2E22khek8O18c6pQxuPl2Cy2s/aPLvNwfev7OHbF3ZgrrOdtZwgCIIg/Bdd0uBblmUeeOABlixZwrp164iKOn0xEuHK5HDIrPk6hZyjFchKiR9czbRt7U/7ayOoc63C1erJjenXE2quwRLcAYISwVgKc4ZDuTPXtizLGObMwapy5Xir+1A7tPhFupLXdws/x3/C3Jhfed+jjqKOnvS5JZaa7j6cqDMR7uPC5J7Nebjdw/QJ78OjHR5t5LPR+BRKBdHtA+ofJ/QMxaNPb5ReXthKSqhZvZrqFSsAqBrsvGFyQ86GhpWodTDqSzTeGgLaVCIhE7HvKwAOrMki2lNHsKcOo8XOtpNnX5I+40AplUVG6qotZB8uu6j9FARBEIQr3SUNvqdMmcK8efOYP38+7u7uFBYWUlhYSF1d3aU8rHCJybLMxgWppO0tRqGU2BIIBSqZ/q0C2VO2mzXN5gHgXdGNTEs8T0sPI9+2FPzjoKYAvhkBlTkY1v2MubiOQ23uQk0A1doysrpvZWPBBgDu7zIcqxLmpBXyfUUlnx12Zvd49vp4dGol4R7hfNDvA9oGtG2kM9G0tOjgDL4VColW3YKRNBo8hg0DoOCFaTiMRjRRUcQPuAmA9TnrOW3WWWA83LMJ71tvwyXAgV/hQTxMWVgtMslvvMrb7guYqPyV7B3LoDQNa24OFQsXUT5/PhULFlCxcBEHFv8xop5x8OxBuiAIgiD8F13SOd9/vcntlNmzZzNx4sS/3V/MIWp6jNUWvv1yNZZUF2Rk1ANqeGWvA5WkY9/UATywYTL7i/czKWUcmqquWFRVvK9Xc3OncHqFOui/4w501RnIPs1J/U3NEfUNFAZ1BY3MorhXqNAXAeCqdmXzmM3M25HL9BUp9ce/poUfc+/sfNZr679MlmWS1+Tg5q0lpqNzGk7dkSNkjhpdXybw6afQjb+Jngt7YnFYWDp8KS28W5yxPvOJ42SMGkWJeysOtrkPSTIzMuB+gqRyZBkq0vSUHPDAYfvjb/g6nS/bu86of6zVKZj0Vi8USrGYriAIwtVKxGsX5pLeDXWZ7uUULgPZIZOyNZ/tS09iMbog42BT8+85atiGW0s13nRgycli9hfvRyPDKJfP+a22Hdg8eSd5Gc1+3kCBqy8/6CPo4mHEW19Ehu1mCsO7AjLD723HobwWbM13Bt/XhF6DWqnmjh5RZJYa+GZ7FkqFxAvD4kXgfRaSJNFuYESDbbr4eLQtW2I+fhxJq8VzxAiUaj1dQ7qyKXcTG3I3nDX4LgjQkDnmGiLmbsCtJoNa9yg+Ut5Nv8rfCNpdBCXOclovK5oAD4joQY49DmTwMaRTrQnAjBuF6VWExHif8RiCIAiC8F8jhqOEv1WaW8uSN/ey4dtUzEYbpfpc1rb/in6D2qGRA5AUVioVO3hr71sA3FRdQ7hORbxrFgCFEYOwa33xktwIUARxWB7Hr7xAepQzpV7v8bGEx/vwWMfHUEjOS7JPeJ/6408dGs9jA1vyzpi2xAS6X97OX+EkScJ73FgAZ+Dt5QX8cX7X5zjTNZpsJo6UHWHpiaW8uutVhi8bzrBlw3gyZDMnQqDFSed88cD8jrhsUkAJ2DQ6Ah++i6ihBsLanyT4zl7keSQCEN/BG98y5zcWGQfFvG9BEARBOEXkARMASK9Kx+aw0dK7Zf02u9XBjuXpHFibg+yQUWuVZMXuYYV+DpPa3MH42Dt5c1E4Dm0Wo3rmsTV/FRqzgdvzask82hHv4+/j0f5xqj0i2dl56hmP2zpBpnUvZwacGO8Ynur8FMnFyQyIGFBfRqVU8GD/mEt7Aq5iXmPHoo1tha51Qv223mHORYIOlRxi+LLhZFVn4ZAdDfZTSSo6hXbC9lQCPo9/iW/ZYcp8W5PVbCi24g0s63873983CjY5YN2LZC1fjLHqHlw8NLQacw0VS5ZQFNSZjH2F9Bh15tH1erIM4hsNQRAE4T9ABN8ClaZKxv88HovdwtIRS2nm0QyTwcovnxwi/0QlANHt/Gl+vSuj1j0AwCjcKFr6HB8o9xIvFdBscwFW2U5tnpbiPSE46rJQenjQc1Qkv21UYLM4cPfV4Rviik+IKz4hbviFu+Eb4tagLeNajWNcq3GX+xRc1SRJQt++XYNtAfoAEv0TOVhykIyqDAC8tF7EescS4x1Dkn8SPUJ74K5xftNQ+qCeFh/Pp8wnjlL/tixpI3PSpONkSS3R3R6A/XM5crIjAHHdgtAGBxIW6UKKw05VmYXKIiNegfozN3DHx7D6BRg737mSpyAIgiBcxUTwLbD4xGIMVgMA7+17jxcSXuKnDw9QWWREo1My4I54opL8eXfvuwB0V3oSvuIxAGKUgANkB1Qc8aXsiBawomvThtB33kETFsrEwVYkhYRGJy63puTVa15lc95mIjwiaOndEn8X/7POp/edPBmXxCQObMvDlOpJr5oATmrMrE4pIrp3NDXdXiH7qHPJ+bgEZ25v38H98Vp2ggrvVmQeKqVtYMTpFRccgFXPgcMG2z8UwbcgCIJw1RNzvv/jrA4rC44tqH984PBxFr26g8oiI27eWkY+0YGoJH+sditL05YCMDo/DRmJJVJ/Zlhv42jHD8g6Puj3wBu8b72VZt/OQxMWCoBWrxaBdxMU7hHO+LjxXBN6DQH6gHPeyCpJEq5dOnPTHddiVZnxM4SSqE5ndYrzBtmUwlaAgjDNAbz2TAPAfeBA/MoOA5C+O+/0Sm1mWHovdjvkmttgT98KNYUXu5uCIAiC0KSIiOg/bk3WGoqNxfjofOhrG473kQSssoxfuBtDpyTh6uUMqNfnrKfcVI6frKCPsY6ymJv536Eb6F6ZjvKVz6grK0Ph6krwzBfxGDy4kXslXCoeXq4E91RTuh56VDTnS3sWRZXtObqtAIB413VwfBOcWI0qZiBh4UpOAIVZRkwGKzrXPy1nv/5lKE5hVe1U0g3tCdMkc/3+Jah73d84nRMEQRCEy0CMfP/HzTs6D98qmXt2D8F/c1tUsoYsryMEjKurD7wBvj/+PQA3VlWgVruyyHUC446t5rkNH2MvK0MbG0vk4u9F4P0fMPLGPpj0NbhZvegiFfLbmgwMlWZ0bmqa90wCoOrX/6Oitojg63qiNxQgI5Gd8qesJ9k7Ydv7pJs6k25oD0CupS0rfnTBYhJL0guCIAhXLxF8/0c5zGYOLfyEYe/v5/9W9KGitiMg4Vezi+SAz3n/0LvYHXYAsquz2VGwA0mWGVlTi7XNPQR/9C4Tjv2GhIznqJFELlqINiqqcTslXBZqjYo2Q5yL+HQob0XejlwAYrsEsj2uF/8LDqWPu4VBS65jTyslfuVHAEjfnu2swGKAZfdisWvYbHoYgOhETzSSkQJDM5a/uQOz0Xr5OyYIgiAIl4EIvv9jbGVlFM58iRO9eqOa9h4+tj6kR48EoHnBGtrs/YbXZlsJ33ic5Wk/AvDDiR8AGFBqQpUcSNpzS4jLScGkVOM5bQYhL72EQqdrtD4Jl9/Afl2o9S5D7dDiUasE4C3jVO7b9BirdUpskkSdbON/ydNQuzmD7uzUKux2B6yZDuXp7LLcRa1Jj4efjv6T2zIi6Re0Ug1FuRaWvbOfulpLY3ZREARBEC4JEXz/x+Q98igV8+bhqKoitXlvTrRwLj3e8fpIBnzyIK6dO6Ozwn0rHdQ99SJVJbms3/s9E1fbmTxbRcVhwGIhxacZX46bSsjYmxq3Q0KjkCSJAeP+yBue73GCNFKQHHr8Hf15qTKECVXVAKwMSUZtrcVqV1K4cT3s+pQSa3MOVvUFoNe4WNQaJQE9+nKDz1RclDWU5tSy7O39GKrMjdI/QRAEQbhUJLkJrwFfXV2Np6cnVVVVeHh4NHZzrnjG/fvJGjceSa1m+/g7MWa1AaD9oGZ0vaE5kiQh2+0Uf/E5Je+9h9IBNW4qtHU2NM4ZKKT4NGNeq0Hs94/huaHxTO7ZvBF7JDS2GS/OxzcviJ+b/cRx2RdbTQLIzpsqE6WTtPP+gfVupTy4+laKA7vQXP0Tg3xms9j0JSVVXsR0DODaya2dlVmM8GYM5UYvfjR9iLFWxitQz6gnOqBzU5+jFYIgCEJjEvHahRHZTq4GNotzdUDluQOU8q++AqC0w4D6wNu7s1wfeANISiW+k+9mkbaShE+/IaTCefNbZZCdpdFDWdPsOrpG+3JTC39GdQi9hJ0SrgTPPjOW0pJqbnbtQUmNmeIaE8U1ZkpqzKSXhLEzvy2m0p0YFclAF05YOlFpMVJe5YXGRUWPm/60cqlGD62G4nNwITd2XseP+6+jssjIb18cZtiDSSiU4os6QRAE4congu8rnakaPu4BOg+4e8NZA/DS5OOcOFhNRex4CnTdAEgP2shr7VohOWygVFNtsrJoVw5fb8skrzIB3/HB9E8tIscPHgmMYdKN03g1wB2FQiwDLjgplQoCg7wA8HfXEs/pIx5mWw/2fvYVyck2lIpAiitvRAWE9wnG1VPbsHDiTXBwIR6Z31LWOwD1ilhyj1WwY1k63f9uiXpBEARBuAKI4PtKd+g7qMqGKuDwD5A0FgCHQ+b4zkKyU8opSKuktsIMcbfX73Y4cDNd3L9E9WMNht+msc5rNPMLgmluO8kDUgZtdVlUGAuZ0tGXAUYTXca8Bz7iqyThwmlVSrrcOobMjd9S4R2LSlZT6JrNJ8nlBLf2pJVkQDab0MbGIkX1QXYN4GWdlUVFnxHdvC0DT9zB/tXZ+Ee40zzOjfKvv8alTWvcevdu7K4JgiAIwgUTwfeVTJZhz+w/Hm99HxLHgCSx88eT7Pstu/4pyWHHvTYHvc8RvmyRQ57nSZplXksJa/A3FTKs8EOGScCfB87rYHWJDs8+U8FHpBEU/jmlhweh3kYqAGQ7Ccfmcm1REaoFDtJx3nbi2qMHIW+8zoeRCSwyngTgpF8yCfIhQtLasPabFAx5c9Ee3Y6k1RK9ahXqwIDG65QgCIIg/AMi+L6S5e6BosOg0oGkhOIjcHItBXRk3ypn4N12YASex9bDtx+i867liT5qcrRqLOXd+MQ8gu91N3Kf125GmH/CU65EHdoWKTgJQtpCcFv8vCKc88kF4V+KHxhD4YKD+JYdIrQgv367SaVBK8kYtm7l4JBr2TLUBGES91TU8qmXOyv8vuSZ2jcpK1Sx1+M6OqkOojYbKP3kY4JfeKEReyQIgiAIF05kO7mCyLKMbDKhcHFxblh2PyR/C0njwMUbdszCEjGARRmPU11SR6tuQfQd3YwT/frjqKpiwTAHS1trUDg8+F/8R/Rs3oJIX1cxh1u4LGS7nfKvv0G2Wsl2N/NS9pcUeNkprR1AVE4ij+/8hLCqGuwSpHaBkc3y6RfQkTYnC5m0Vs/etk9gcvEj2M9Oq8UPI6s1+H2zGIPCk8oiI3U1Ftr0DcPD16WxuyoIgvCfIuK1CyNGvq8QptTj5D/9FJbMLJp9PRuXmAg4vAQ7cKxlXzy9ogjb+SnbDkVTXVeHm4+Wa25uSeX383FUVVHmJbMsXo3KruOTa7+gS1hcY3dJ+I+RlEp875wEgB8w/ngo07ZPQ6tfS6amimdaG7nnF4keR2Xid0BujjdPeZQScdQB1NLF4xBbpf4UlEJ57zcwo4XPshscozirhhv+164+e48gCIIgNDUi+G7inKOFX1Py7nvIVueS2znTX+DI5HC2euvZ7upP9Z6ZSEjc4HMDgQXXAdB/QhwalUzWbOec8MVdlbjKEjN6fS4Cb6FJGNVyFBlVGXyT8g0arz2YkCh+8lYCM6MofvllavNciMhzrnK5qKeCkAnt6CfFseqLI5gl5+i20laHd6gH3hE+pCeXkH+ikvTkEqLbOeeCz96aweYTpbx1UxLerppG66sgCIIgnCIS5zZhltxcsm6/neI33kS2WjF1TsCsUWA/cozVa9fym5sr1RK4qd3QWF1wOz4UgCrfNZj0Ryj9eTn2gkIq9bAvXmZa8K0MbNG2cTslCH/yaIdH6RvuXOlyRPQInur6FD7jxtFs4ULU3moklYNtgzX8cI2CWfsW4h/vzeinOnLjY+0ZpP6VXlsep0f5d1x7ZwLtBkYAsO2HNOxWB3mVdby88ijrjhXz+m/HGrObgiAIglBPzPlugmRZpmrJEopeehmH0YhCryfgqae4WfqULmsLuGWDg2pXmf3jrXQdM4fWIV1Y9sluig7WUaEr4ofEN7ArLLwxWyKiyMaSnhLXtbLT4ZHDf7sQjyBcbg7ZQUZVBs09mzeYLiKXZiDP6kWuwsiQ8BBkWaKd9AZzJlyLJEmY09JIHzYcZJnI779DGRPHty/swFhlofvIFiwxVjN3RxbgvGf4xyk9SAzzaqReCoIgXL3+q/HaPyVGvpug6hUrKHj2ORxGIy4dOhD14zKKByRSaCxiXVcXFN5aPAwSo9Jb0jasBxn7yig6WIekkLj2eom+pip6HJGJKLJhUsOQ0FI6dL5HBN5Ck6SQFER7RZ82T1vyi0Ix4k0ibDY61ZmRJJmdJb/y1dZMALQtWuA5fDgAJe++h0anouuI5gDsWpnB8l05AMQHeyDL8MLyIzgcTXasQRAEQfiPEMF3E1S1bBkA3uPH0WzON2jCw9mQswGAjgGdUbb2Jie0D5sK+vDtc1tY9eURADpc1wzvxOu5L1nPQz/ZAdC2MtJWpYAOEy9/RwTh30q8GRJGMqqmBgCN125e/eUIyTmVAPg9+ACo1Ri2bsWwcxetugbjF+6GzWSnU62S9pE63h3fEr1Gyf7sSpbsz2vEzgiCIAiCCL6bHHt1NYZduwHwmTABSakEYFPuJjrmXEfs8lH8ppzKiZibKAzoRGWpBWSISPDhoIfM1Ge/wLzZDrKERzMjcXGVkDQG9D6N2CtB+IckCYa+zQCFFx52O5K6CofuBFO+3UdZrRlNWBjeN40GoPCdt9hTtJvSpBMAJFkUlMqvMe7X67m1p/MGzVd/OUa1ydpo3REEQRAEEXw3MbUbN4HNhqZFNJrISABK60o5VnicpPz+gIReUU6EXwVRmT+ReHAWA2/Q8a22jp/nLOfp7bNRyjJuURDSpRJJAXS5rzG7JAj/jos32hs/ZmitEYBo/7XkVdYxZf4+rHYH1eMGYVMrsCQfJPWuidQtegkjyShQMCB1BEEFZsKzfmRCyV6G7FrGtkkPkDXhdgpnzMBaXNzInRMEQRD+a0SqwSamZt1aANz79a/ftjl3M83L2qJ2aPBW5jIu5Gmkx49RMDOZyu+PcHzGNIxxQ5ixczYahw23/v0JGxuLtPY5aDEQAlo1Um8E4SJp3oeRUUOZX76REl0mYS7F7MrPZeiiz8m37mZcR5kbt0OHNOecbqNuKTs7J+BriuOpZa3wK/+Fjn+qzggYd+2ictmP+E6+E9877vhj8SpBEARBuIQuabaTTZs28cYbb7B3714KCgpYunQpN9xww3nv/1+7e9ZhsXCiW3ccBgORixbikpQEwCNrH8Dt1ySCa6Lp5jaH9r29YNi7lGQXkDPkelysJuySAqXswLV3L8I++ACFSgXHf4GIbmLKiXB1sJoYN7cLh5UOQu0K8pSO35+QuDasH5MNHTiys5iUA2m0kAx4+7UnXZuIrq4Q/9z3iYmKZb/Rg31mLQFhQdxUuAfTgQMAqIKCCPjfo3gMHYqkEF8ICoIgXIj/Wrz2b13S3zIGg4GkpCQ+/PDDS3mYq4Zx5y4cBgMqf390bdpAUQqWnx/j0PHDBNdEAw5aeu6Drvdjttm5f2UGC2L6ATgD7+7dCHv/fRQaDSgU0GqICLyFq4dax8g2zhUy85QOFLJM62o3XLMmM6HlNEIGjmW6qjVftR6Kzyuv02/WA+jc1Jhcgshs+SJr40bQ+umpLI/rzyyXOFKfe5uQt95EFRKMrbCQ/Cf/j8ybx2DJzv6bhgiCIAjCP3fZ8nxLkiRGvv/KYoB5o6EiA1Q6CrZA5SEzXm09CO7nAvn72eqi40vLRDrkDSI8uJrhj/VAdvXjf98dYOn+PLxVsKBkJR5ebgRNmya+OheuanW2OmZs/D9cCw9ze8YBwm02DLKWuapRlLSezJc7C4kNdOeXh3uiUEgUZVazYt5OzLnK+jrs/lqWGqspdJEY0zmcSZ2C0a/4gZJPPgZjHZbubUn6akEj9lIQBOHKctXHaxdZk5rzbTabMZvN9Y+rq6sbsTWXweElkL0NAFmG2rRAQIm7Rwbkm0FSsjEkjpa7OwMQN6QbuPnzwdoTLN2fh1Ih8f7tnWgVM6QROyEIl4+LyoVX+r/vfJCzC/svT+Gav5d77fPJS/6NHMUEhve/G4XCmTM8MNKDMU92ZdQXtxCf15OWFR1QlpgZjZYTZjtfb81kzvZMBrfpgPudsdz+QTLy3oPIViuSWuTFFwRBEC6+JjW58ZVXXsHT07P+Jzw8vLGbdFFVGa2kFdewLa2UH5PzKNj0FQDZsZMw9fwEW50SSadBf+/7MPJz5EcOc6SuJe4WbxRaiEry48fkPN5efRyAF0e0pmeMf2N2SRAaT3hnlJPXUDTwQwpkX0KlMj7TvMP1x56G2j+ymLhr3GkZG8HalnNg3EmSBoSjUErE2JRcH+KDQ4ZfUvey0vUQ1S6gNTso37uzETsmCIIgXM2aVPD99NNPU1VVVf+Tk5PT2E26KGRZZsq3+0iasYoBb29i/Bc7eWPRKnzLU/i+9DXe39afX388CoBbrz4o2o+FxJs54ajFLzsagJadAtmbU8kTiw8CcFfPKMZ3iWi0PglCk6BQENjjNtLHbmSR7iZkSYkiZRl81BkOLHR+pQQMbDYQgNXlK7lmdAwtOwcCMNLDk18e7knzmF3IksShSOeIefrqJY3SHUEQBOHq16SCb61Wi4eHR4Ofq8GG1BJ+PlQAgKeLmhYBbjzit5cTpp4U21oSZdVjyHF+xa3p1ad+v43pm4kqd2Y82SvZGP/FTiw2BwPjA3lqcNxl74cgNFU94sIZ89QXSHevh6A2UFcBS++Bb0dDZQ59wvugklSkVaaRXpVO615hAKTtLUZNGSWOXQDsD/UDwLx9d6P1RRAEQbi6Nang+2pkszt4aaVzVPueXs058MK1rHm0F6NVm0mt61NfriqoB4X+7bjvpAt5lXUAHN2Vi9qhoUpjZNbBXOwOmaGJwbw3ti3K3+e0CoLwJ8FJcNd66P8CKLWQtgZmdcOzPJMuIV0AWJ25moBId/wj3LHbHPzw01ocsoOeoT1JCxoAgHdGKfbKSmedxnIoTWukDgmCIAhXm0safNfW1pKcnExycjIAGRkZJCcnk/0fSuW1YHcOacW1eOvV3N+3hXNj9naqSkwUWOORJIj0MwBwtNUEMksdjPhwKysOH0efHgLAAZWNYC8dX0zoyIfj26PXNKn7ZAWhaVGqoef/4L6tENoRLDWw6DYGBfcAYHXWaiRJonWvUADsRzxAlrgr8S7aJVxLri8oZMj7+H74pCe83hw+7AB7v27ETgmCIAhXi0safO/Zs4d27drRrl07AP73v//Rrl07nn/++Ut52CajxmTl3d9vjnxkQEs8XX7PnpA8n1RTLwDC4nyIz1qMV0UqslLDzWYd1TVmpi1ZRnBNNA4cxHWJYtWjvRgQH9hYXRGEK49fDNy6GLwjoTKLvvt+QCkpSa1IJas6i5hOgcgaG54mP/oqhtDOoeb/CqeRG+GcJ563cwcUHgR+z8b682OQubXRuiMIgiBcHS5p8N2nTx9kWT7t5+uvv76Uh20yZm04SZnBQnN/1z9ujrQYkQ8vI7WuLwAxrd0x7d1D65SvcPVQ4WaB2xXutLE4R7ctQTVMG5OEu06kPROEC+biDWPmgcoFr5Pr6ax1ZgdanbUag1zDMT9nVpNOeV3gq+vwLtqONtiZ7lRZoEe+8XN4LBVajwKHDb67DSqyGq07giAIwpVPzPm+RHIrjHy5JQOApwfHoVb+fqpTV1JgCKPaHoRaq8S//BA4HLg3D2Xw/W1RqhR4VdjoUNYGgLY9wxqrC4JwdQhqA8PeA2Bg7hEAVmWu4ttj33LQfyMANVmu1NZpILIn21rei00B7lV2LJ6dwT0Ihn8IwW3BWAYLxoG5prF6IwiCIFzhRPB9CdgcNt74LRWLzUHX5j4MiAv448nk+fU3WkZ3CMC0cR0A7v37ERjpQa9xLQFQyEosKhM9r2l7mVsvCFehpDHQ6S76G+pQyDJHy48y58gcKvRFuOhSkFFyxP0RuPUHurUbzbEw50djxpplzv01ehi3ANwCofgILLkHHI5G644gCIJw5RJ37l1kyw/P5YW9b6Iq7YQk3cBzQ+JBlnEYjdiyU6nbtosTjjtAAr9DP1G7eTMAbv36A5ARvJ/UoAPEFnbFHlOORiummwjCRTHoZXwKDtDJlMlOFx1Gm5FIi5Ue2p9ZY4onpaw9HSU1A+NCeT/El9bZJRSvX0uryY849/cIgbHzYfb1kPozrJ8J/f8b968IgiD8W3a7HavV2tjNuGQ0Gg0KxfmNaYvg+1+y19RgycjAkpGB+eRJLBu+ZGa1A71pK26WHah+1XCsrq6+fJF/b6wJrmhN5ag3zEZGRt0sAmWrGF7e+TILji2ASAlFyxqeH/5kI/ZMEK4yKg3c/A0D5/Tl1PqVk6praTF6HFu/12CsspCRXEqLDgFkRbWFHatxP5zRcKn5sI4w/ANYejdsfgt0XhDaAXSe9T/F9jq8XXxQK8QfzoIgCLIsU1hYSOWp9K1XKYVCQVRUFBqN5m/LiuD7H7IWFZF73/2YUlIabE9o8MiOzB+Bt6SE4tBOAET6VBPw8IOoQ0IwJEUzadUkDpQcAODupLu4P+l+lArlJe6FIPzHeIQw4Np3+GDLE/g6ZIYO+xJly0HE559k7y9ZHN6UR4sOATTvOITqZavxqLNTnbwPz05d/qgjaYxz6snW92D11AbV/+yq52k/X0a6N2faqB9BEvn4BUH4bzsVeAcEBKDX65Guws9Fh8NBfn4+BQUFRERE/G0fRfD9DxW99HJ94K3y90cT4kua9RCrg7XUunjR0TOEZdoUajQSsZKDV+NvRbnxE9aVOsPzDk+OwSNAx9b8rUzdOoVyUznuGnde7fkqvcJ6NWbXBOGq5tvyen72CEOt80Lt5cxClNAzlH2/ZpGXWkFFoYHRSV3YGaGmR6qVk6uW0P7PwTc4F/FRqCFjI5iqoK6STGsNi+wjuH3vEE767aTO7w1c+ohvrwRB+O+y2+31gbevr29jN+eS8vf3Jz8/H5vNhlp97m8+RfD9D9Ru3kzNqlWgVBL1/XfoosORP+7Og64qMjQKVGVDeHXKkySkLeah3S+xWVIyKeMbHrL2QUaJFGji6cOPkVycjMHqXGCnlU8r3u7zNuHu4Y3cO0G4+nkGJTZ47O6jo1kbPzIPlvL9q3sIjPQgP2QMZSX7MG/bf3oFCiX0nwo4R75ra4x8/dZ8uhQ2ByChsB8r13zBKK8F0Hbcpe6OIAhCk3Rqjrder2/kllx6p6ab2O12EXxfbA6zmcIXZwLgc+ut6OLjYdkUjhsLyPAORnYoebDrjbhpVXRKGMts/zju/W0SqVpYbx2AH7BRv5yUPOdiHe5qd4Y0H8JjHR9Dp9I1Ys8E4b+tw3XNKEirxGy0kXusAl+6cSCxGwDF07bTolMQLTsH4unf8JdIYXoVi2dtw7+2OXbJhim4DNf8QArKJlKw+AWC3QKgRf/G6JIgCEKTcDVONfmrC+mjCL4vUNkXX2DNzkbl74/fgw9Ayo+QPI9fvL0A0FlbM6FLbH35VgFJzB2xjMcXP4GfMQy7ZCe8rSfDI56iQ2AHYrxixNxuQWgCgpp7MunNnpTnGyhMr2Lnnizsh7KwagMpL6xj14oMdq3IIDDKg5adA4luH0DqjkK2LzuJJGup0paQNN6fgIgWLPhgE9Hl7fil/DHGzH8I18nfQkjbxu6iIAiC0ASI4PsCWLKzKfv0MwACn34KpaMGVjyMDHzn6gdYGNdyBCd2FmKpsyPLMg6HDDL/z959h0dR9AEc/+71u/TeSUICIfTeq/QuTQELqFiw+2LBhqgo9oaCYqEqgqIgVXqvoUPoSUjvvV+Z94+TaKRIT4D5PM89ye3OTdndXH43NzvDiIIXSCKPWo18ebrn+1XaDkmSzk+lUvAMdMQz0JGw1r5MHfU03aIUYjsOQBXRn8Sj2aTF5pMWm8/m+ScrXnfSYw9ePa30bXU3VpuV8fVexjXKB48Sf1ZmPMGdc4ejHrMC3EOrsHWSJElSdSCD70tQbrFhtlrJeucdRHk5Dm3b4NSzJ/w0DEpyWOMUToG2HKPZFf8tQaxLPHbBvCJa+97AmkuSdKWMOjXxYbXR7duH175FtPvqdYryyjgVlc6JXamknynAprawKfgXrBFZvNf2J2xFRVgzM+nu3oyltb/j7qMvk1peh80pA+k8dwiMWQMm96pumiRJkvQfNm3axIcffsiePXtISUnh999/584777wmecvg+z/sOZPN0/P2U+vkHl7augk0GnxeGY+y6FE4vRabWs+rqkj05pPcdfJ/ZOcVY3TSEljHHUUBRaXYHwq4eBkJbehZ1U2SJOkSebbpjeW3fbhnF5P4zLOoDHrcFEF9UcYpdR6JGce5+3QB9db6ceat9tiK7DdQDwT6K5Do9y2nao3lSElPdJuTaaR9E9Ojn6Jc4kIMkiRJUtUoKiqiUaNGPPDAAwwZMuSa5i2D7wuw2QTfbo7hgz+Poykv5d29vwGwodEdBG58EX3CeoRKw2fOz2ExrGHA0ccxFrlgdNIy8LkmePg7VnELJEm6WsNb9mJPjck0ihMU/PlnpX3hfz3sEjm72LxiNCJKS1EJQY3kI9g0fxBTcyD73e6jZP7P1Pi9N27DhuI6aBAaT/lhXJIkqTrq3bs3vXv3vi55y+D7PLKLyhm3YD/rj2cA8FbOTrxLcsk0udIieCtOCScxq/TsafUF32/PYljB/XgVBWFwlIG3JN1Kanl5MbZXGA3iYtBaQG2zP1QWLWqzkRKrH06e7RnaszEhEaFovL1ROzogLBbeXDGOqKNrGequUONMCfEZRo7VuZfU3BNETJ2Lw+df4NS1K+6jR2Fq0qSqmypJ0i3EarGh1lTPb9iEEJSYrVVStlGrrhYzr8jg+192x2Xz1E/7SM0vRadRMalrMA2ffRUBNOhSjqvuFHnCxIMlL3B4rRPDy9R4lXlgM5Rz5/9aysBbkm4xL/f9gO/3rkCHK0bFG5PihVoxUGaxsfJwKmUWGz9sLuV+SzHP+ulwARSNhnYN+7Ewex3zHY/z9cBJeE3/hAMJzcl1rc3ulq8RHLeS4FWrKFi9muC5czA1bVrVTZUk6RYghGDV90fQaFV0uLs2BoeLzzl9o5WYrdSd8Od/J7wOot/qiUlX9aFv1degmhBCMG3jaT5edQKrTVDT04Gv7mmK74ZlpJaVoXcHF8dT4OjL8Q7fkbXWzF1JVrytRko0BTR/wFsG3pJ0C+paK5KutSLPuy8hu5hJy6L580gaM7bGseRAMi/0jMDLSc++Mz4oQktiYSJdvpzHYEshEzyfZmPZOOILIogN7Ut6SAdq7/8e7QsvErp4EWpH+R4iSdLVORWVTsy+DFQqhcbda1S74FuSwXclx1IKsNoEg5oEMOnO+jjoNcT++isAu+qWk+MVQtMRv9PMNYRntu0n2ZpLiaaATU3m8lyDn6u49pIk3WhB7ia+ua85m05kMHHJEWIyinhp4aGK/YbAWmidotE4HWFVZhsmG76nn3o8p3pvZPPKQoryndnX+Bkij83F9PYk/N9/rwpbI0nSza4or4yNPx8HoFnNI3i51gWcqrZS/2LUqol+q2eVlV0dyOD7L4qi8O7gBnSN9GZAI38URSE/+hClR6KxqOCLZkYKTDYC1z9Bv4RH4LgLNo2FZZFf06N+R7lQjiTdxjrW9mLlMx2ZuS2W77fE4qjX0CjQFY1zT1akRxNRM46j2T3YYq1HF/UBaqlXEfTGc2z6+QQnd6dxNPJ+LFG/4LhiBc7X6QYfSZJubUIINv50nLIiC56aGJoVvgllPcHJp6qrVomiKNVi6EdVur1b/y+Oeg0DGwcAkFOaw5JPn6QFsKcWtPYJZ1tpKj7H6kOiCzasrKo1g0zHRHqHyn+WknS702lUPNIxjEc6hlVsyysLZfX8KcQVnKZdHcHy463ooj4ARxZh6PQi3R+si8lFx4E1CZysNQzL12vp1rABuvSNENAUvM8/3EWSJOnfTu5OI/ZAJirFQleXKahbjALPWlVdrZtWYWEhp06dqngeGxvL/v37cXd3p0aNGleVd/W8FbaKxeXFMeqPe4iISgegfjh80v9npteYT4tEe6C9peZC4lwPE+AYQCOvRlVZXUmSqikXvQstfFsAEBB4ij+tzTGjhvQjkHkSRVFoNySclv2CAYj168rql3/E9vsTMG842GwXy16SpNucEIJiczFFeWVs+vkEAM0dFuDpmA2dx1dx7W5uUVFRNGnShCZ/zUb1v//9jyZNmjBhwoSrzlsG3/8SlRrFvSvuxXvfGZxLAJOVZsOeJeF0MVt/igGgac9gPn9iIq+3fp0v7viiWkxbI0lS9dQtuBsAscU7MDl7ssVa377jyCLA/hVsi35htO3uAcJGnKkFyxP/hzU7AU6vraJaS5JU7WSeBKu54qlN2Hhlyyu0/rE1U7/4jbJiC176eJo6/AYdxoGDXEfganTu3BkhxDmPmTNnXnXeMvj+hyWnl/Dw6ofJK8tj4GH73cEetdVk+Q5j5deHsNkEtZp703pgTXwdfLkr4i5qu9Wu4lpLklSddQnqgoLC4azDNKl7gpnGUHYb9Bw9+ivx+fGUW8sBaDK4IW31i1FsVs7o2rMm4ynY/X0V116SpGrh6FL4sjnM6AOl+QB8FPURS2OWEp7ZDFOSD1bFQnTQd6S4B0Crx6q4wtLFyDHff7EJG3+c/gOLzcJgXRecczM4Xqs2xUEtyXlvPwB+4S50HVUXRSV7uiVJujReJi8aezdmX/o+tuRNhQB4EB+gGH7vi7vBnc+7fE7jtFM0dpuNZV8Cu/ye5JStE5GHN1IjNwFcg6q6GZIkVaWdX9t/Ju6CH4cyu8Uw5kTPwaHMifan7wZgT+BK9nrlsRgVg6M+5OGGD+Pr4FuFlZYuRBFCiKquxIXk5+fj4uJCXl4ezs7O1728LX8c49COM9iyz50TMyDClV6PNJDzZUqSdNkOZRxixpEZ5JflczAlDSdzPKjKKdAaKBEW9GodH2QVcEdOGtmRT7JxrobkgE44k8zIwXGoe7xW1U2QJKmqZJ2GKU0BBfTOrNSYecHbPqTksTVjwKEBhvIkWoQ+z2d+/uzWWgDQqXR83/N7Gns3vu5VvFC8VlpaSmxsLKGhoRgMhutej6p0OW2VPd//UJ4rKgJvx8JEAgLN1Lx7AH61XDA66qq4dpIk3awaeDXgk86fALD0YDIb53/Kh9rpFPnU5aXazdiYuJHnXHS8rK/J92c60b/8Z4xleeTr/dm3YRfN7ygHjXwPkqTb0r459p/h3YhqPJhXot4F4IG9DqiMdbAB9Q79hGusibJmd1GvYQ1U7n+SU5ZBPc96VVdv6YLkmO9/qNcxgC61DtBhy4u0PjCZO14ZQs0mXjLwliTpmule14ddutaYhRqHtGg+c2nG4IJCbIrCO0YLZ1TL+CO0JeGnfwMgKrs3+buWV3GtJUmqElYz7P8JgFORPXli/xTMikLXnDIanWiITaXFuTwZl+JYilIM3LtpFTG7bRyKGsndAR+gUWQfa3V0Q4LvqVOnVnTDN2vWjM2bN9+IYi+bj78G1/Vfo7UU4dy+ESpn16qukiRJtxi9Rk3XppFstdlnPdEsfY6Jmdn0LPSy7/dah7nVATItmbjmHMeKns1LMqqyypIk3UBRqVHMODyDqfun8tGaZ3hLX854P3/uPzaXYmshluJg2m5vSaJHewAaui0npFsuag83QvJT+XLLFAKSTzNxUTzbY7KquDXS+Vz34Hv+/Pk8++yzvPrqq+zbt48OHTrQu3dv4uPjr3fRl826aSr5sfbfXR9+vmorI0nSLevuFkEss7X665kgX+3GqoRHIWMoCiqyVVtY2cJGxMn5KDYLcTlhxG7eX5VVliTpBph5eCYP/PkAn+z5hGkHpjErdTO/ODuxzKChwJKNtcyLQYV3ExybSaFjICrMRDhsxNj7AUJ/XYg+MhKnkgI+2vYN41SxtKnpUdVNks7jugffn3zyCQ899BBjxowhMjKSzz77jKCgIKZNm3a9i75s+Uv/QFhV6AI8MTRpVtXVkSTpFhXh60SqX1fKhRqAV0ruo0zjzHeDn+SLOz5Hr9azp1ESpUo2QYnrANj8eyLmcmvljApS4ae74ZtOUCR7uCTpZiWE4PO9n/Pxno8B6BTYibtD+zE6r4DHc3JxSOtASfIQ7vSYxJidf5Di0xqAsAZOGHq/Cl0noPXzI2TuHBy7dkVtMdPtt68o3rmzKpslXcB1Db7Ly8vZs2cPPXr0qLS9R48ebNu27XoWfUXyUv0BcB05Si6cI0nSddWvVV2eND/Ny+aHWElrvhrZlFY1Pegc1JlPOn+CTa1hVTMroXErMJRnUVBsYu+yk39nELsZvu5A6unVnMo8Ats+r7rGSJJ0xWzCxqQdk/ju0HcAPNv0Wb7s+iWPFZgYl51Dk+wAsvP78263h3i+OIbi6OOk+rYEILJrHWjzOGiNAKgcHAic8gUeYx7CqXcvTC1bVlm7pAu7rsF3ZmYmVqsVHx+fStt9fHxITU09J31ZWRn5+fmVHjdSwOef4/Xcc7gMvPOGlitJ0u2nX0N/dujaMM/alQ+HNqJb3b/fJzsGduTu4JdY00iFTSmn1omFAOxdnURmfD5s+ZTCOQP5WFdO7yB/hgX4cnzvD1CUWVXNkSTpCphtZsZvHs+CEwtQUJjQZgIPNXiIpQcSKds1C4A/9T349bE2DKqhI+Ozz0j3aoJVbcDZ00Bgbbdz8lRUKryff56Ajz5CUcl5NaqjG3JW/t2LLIQ4b8/y5MmTcXFxqXgEBd3YhSW0Pj54PvoIGk+5JKskSdeXg17Dr2PbsnBsGwY3DTxn/1Oth5JdOJStdRU8Mw/gWHIIm01h4Xvb+XHVDvoF+DLT1RmLomBRFH4zamDblCpoiSRJV6LEUsIz655hRewKNCoNH3T8gB6BdzLxjyPMnz+HACWDIsWRp54YR8NAV9LeeRdbURFp4d0BqNPG76KL/ilq9Y1qyi1p2rRpNGzYEGdnZ5ydnWnTpg0rVqy4Jnlf1+Db09MTtVp9Ti93enr6Ob3hAC+//DJ5eXkVj4SEhOtZPUmSpCpV28eJZsHu593nbNDSwrMXi0M6oQD1989FGI5gsWnJTX+UhnH3YzQHUJbZBYCljibKdn0rx35L0k1ACMH4jePZmrANg9rAB+0/5fjpMNp/sI6Z2+K4W70eAGPzEbi7ulC4eQsFq1ZR7OBDttYfRbEH39L1ExgYyHvvvUdUVBRRUVHccccdDBw4kCNHjlx13tc1+NbpdDRr1ozVq1dX2r569Wratm17Tnq9Xl/xCePsQ5Ik6XbVo54vx9T9OO3vgamskOzCr9kVtBQbNiIyWtJv7zg803thM7uQr1azXidgu+z9lqTqbl3COiwbPRmz8yOGx77D+9+X8+maExSUWmjpZaOPdi8AqmajEEKQ8cUXAOR0HQNAUF0PnNxv7RUjq1r//v3p06cPtWvXpnbt2rzzzjs4OjqyY8eOq877ug87+d///sd3333HDz/8wNGjR3nuueeIj4/nscceu95FS5Ik3dS6R9q/IVzg38v+fJ+NkNZquj4ZTqkGPGxqRhYYaJp6FwC/OTmA7P2WpOpFCEjaC1b7su/F5mI+3voZERmtUKHCkKRhUKaGUWVG3m9Xi3mtYlHZzODfFHwbULhxI6WHDiGMDiSIGgDUbXcT93oLAeVFVfMQ4oqqbLVa+fnnnykqKqJNmzZXfQiu+9JHd999N1lZWbz11lukpKRQv359li9fTnBw8PUuWpIk6abm62KgcZArW20NKXddiWtuFg/9lENi253M1BvopXIgpFxF68T6FBmascNzD8m2bPy3fwnd3qjq6kuSBFhXfUDW11Nw7dke3aPz+PbQtxgTvVALDTkqK7kmNaFF4F0CmcsS+UXvQUN9V8LqDUAnBJlffgVA2cBHKE61YHTSEtLwJr43zVwM7/pXTdmvJIPO4ZKTHzp0iDZt2lBaWoqjoyO///47devWvepq3JB1Rx9//HEef/zxG1GUJEnSLaVHPR/2J+SyptUA+vw5g6KtW3HbupUfNAYymnfAocVdHD5UToeY4aQ7JrDYMZexu6ZD26fAdP7x5JIk3SAFaWRMnU7OcScKkqKg7mfMPDObHlkPAVDib2Tyy20pzSvnwNoEjmyMI6vMj/VlT7LxJ4WAdetxTtPh5eBMsltTSM2nditf1Bo5i8mNEBERwf79+8nNzWXhwoWMGjWKjRs3XnUArghxhX3wN0B+fj4uLi7k5eXJ8d+SJN2WTqUX0u2TjWjVCjvuCSPmx18oXr4M75JcAAQKB1q/SLahBpmmJLbV/YwViadQdRgHXSdUbeUl6TZn+/VxTr65FpvZHixvayWY1sGF+6MmoUZN3xebElLT1Z44ZgOlM+/hSHEPjmtHkJPzd/+oWrFiUzQIm2DEhFa4+1967+2NcKF4rbS0lNjYWEJDQzEY/hqjLoS997sqaE1wFeu4dOvWjbCwML755ptz9p23rRcgPzpJkiRVY+HejoR5OWC2CraUO/K2X2dG93iFLWPfxGXwYNQOJiL3TkNrLsCzOIDw+DvZadDDzulQnF3V1Zek21fqIfL/+B2bWYXKqAeg5W6FFnENUKPG5G34O/DOT4GFYzCoCmnW0ZER73anf08IPvMnhtIsrEKNsAl8a7pUu8D7simKfehHVTyucgFFIQRlZWVXfQhk8C1JklTN9ajnC8AHK49zMDEPg07LoIcG4v/uO4St+hPnsADqRc8EYaNuejv+VPWD8gI577ckVRUh4M9XyTllAsDp0YfZX1uHxgZt4xoB0KDNX+OerRb49UEoygCfBtD7A/vmuVMJi/2DfvXOMOSlZrS+syZdR0dWSXNuR6+88gqbN28mLi6OQ4cO8eqrr7Jhwwbuueeeq85bBt+SJEnVXI+/Vr9Myi0B4P62wXg62nvSNB4eBM+aiX+wgZAzfwLgHjuUBFsAbP0MDi+skjpL0m3txJ+U7t1KabYONBp+DE1nWg8reSZHChzqABDun2ZPu+5tiN8GOie4axZojRRu2EDpkSMoJhMeDz2Ib6gLzXqF4OptqsJG3V7S0tK47777iIiIoGvXruzcuZOVK1fSvXv3q877htxwKUmSJF25RoGu+DjrScsvw6hV80iHmpX2q52dCf7he04MHY1r7glyXWuzIvt1HvR4Cs3ChwEF6g+umspL0u3GaoZVr5Fz2j48JKtlOHNSFyGcFFY1uwsPRY1TQTymPz4B1QT7h2SAgVPAIwzxjxlO3O8ZicZd3jhdFb7//vvrlrfs+ZYkSarmVCqF/g3tX1E/0C4Ej796vSulMZmwTvqQ0rzlaMsLMFt8WJPzOjaLFRaOgSOLLph/eamFnNSi61V9Sbqt5O+cxqLCZNLi7cH3l8EnENiw5DckNLQTAN7pe0ldW4D41T7rCS0fhXqDAChc/3evt/uDD1ZJG6TrS/Z8S5Ik3QSe7xlBx9petAu/8Py+neoF0KzZvTx9ejZox3K6vAFrD4+hlcdcnH59CEVRQd0BlV5TmFPGrHe3IQps9PtfE0Jqy142Sfovbyw+zJZTmcx5qBX+rkYAjmYd5bv901ifsI4O6W48Vm4jxQ2O+4VSmtqIsXWHU7A8AwCfnAMUFRrIjzPi3CaS8pqjKVuxgrKTp8hbsgQA93vuQePmVmVtlK4fGXxLkiTdBAxaNR1re100jYNeQ7vwUKZ46bn32G+4iqGc8OmL+mgmodFb8Ep9BIenFJS6/QEozi/nl493Q4FAQeGnhZt45eU7b0BrJOnmlVVYxtyd8VhtgvdXHuPxHiam7p/KuoR19gSKQt99NgCKu95NTkwLPB11dDK5sENk4B3sRFCTe8j49FNSotxI3pMJnw2pVIbKwQH3Bx+40U2TbhAZfEuSJN1CetTzYcOKlvzc+ns6xXgSmdaZYxH3oj+UT+n6Y5iin8X3jXxsLYex+LN9FGeWU6YuQW81ok/UUlJajtGgq+pmSFK1tTo6DatNoNKn8mfGXNYtOQyAgkKvomIePF2ISHUDjYYv1I3BAmM7hxO/MxOA8OY+eHR+gPw/V1IWfRSwoDKZ0NUKRx8ejj68Fo7t28le71uYDL4lSZJuIV0jfbD9Fo6lsBYbQxfhqQnEKymcw40fp+meDyEtgRPPfcyhHl7kFGgo1OaypN6X9D/yFI5mF776bRnPjxxU1c2QpGprxeFUdJ5r0HutsW8QCr18mvPYwdWEleSTktaIXDLIatqWE2VafJz13FnHh59/jAUgvJk3ilZL8IwZlB49iq5GDTR+fihXOQe1dPOQN1xKkiTdQjwd9TQPdqc0ZSh6tYnfA6eiBBRjEWoOdXgFS4gv++o9SU6BBmwF/Fn7SwwOtcj3LwAg9VAq1XjhY0mqUnnFZrbGxKPzXA+AKGyIT+ww3t2zirCSfGyBHcmPtt+8PN3FPp/3k13CSTyYBQJ8azrj5G5f/VDt4oJD69Zo/f1l4H2bkcG3JEnSLaZnPV+ExQXnomHYVFZmBr6Do6+GkiIbm0Jeo8A5BK25kJZ7PufFBWl8UnsUg/t1BCAotyY/7Fxhz8hSBjZbFbZEkqqXNUfTUBwPoihWItwiGF9jND8zHa2lAFtgK/JMd2MrLqbE259NphoEuBq5q0UQp6LSAQhv5lPFLZCqAxl8S5Ik3WL6NPBDr1ERExeBi2hKiaqQFZHTcXDTAwpaVRH7fb/EQgrBGTb0Y58i7MwRCkyFaISW9Zu3ILJj4Yum8HV7KMyo6iZJ0g1ntdjY+UcMP7y4hXVzjpKTWsSKwyloXPaCEAzWNWTojqcwZZZyOKkGi9IHkjNvPgCLAluAovDUHeGU55tJjckDBcKaeldxq6TqQAbfkiRJtxh/VyPfjWqOQasm6WQf1MKJI6UHyOm+nwZdAjncYD6ba6cw9V4V2mbNsBUXk/L889TxVwNQI6MGW3+9F/ITIf0I/DgUyuzDUkqLzOxYfJrsFDkvuHTrykws4Jf3oohaHkdJfjlHt6bw05s7cdqbToDZxvhfbDR5dh6xCxXOrPVEvdlC5OwvKTt5CptGwyKfptRwN9G/ni8bfjwOgF+YC45u587RL91+ZPAtSZJ0C+pQy4vZD7bCQeNKYeKdAMxMnM7+8DWsNx1AJQQvl6QRNn4wLoPsN1jW2vYzAP754cwtLQeDC5g8IGU/LLgfYS5j7cxo9qw4w7rZR6uoZZJ0/disNqJWxPHL5CiyEgsxOGrpcHctQhp6goDwMiODop8Hx6fIcq+DygDaQH+SvGpwwDOMmNrNmNpiBPl6B55sGcKST/YRfyQLtVZFi36hVd08qZqQs51IkiTdolqGujN3TCvu/x7Kc4+gdd3Lt4enAdC40I+65Qmw+SN8XlhKwdq1EB2FQ+AAiso9KCxsy87OobQK7gAz+8HpdRyd9glx0a0ASIvNJ/1MPt7BzlXZREm6ZnJSi1gz8yjpcfkAhDbypPM9dTA562jYJYhx0zbjHr0Vt7Jm5LpFkOsWgU+QnuYDInB3VjFm2vaKvJo7mihclkhJgRmTs44+YxviEyr/Vm4mEydO5M0336y0zcfHh9TU1KvOW/Z8S5Ik3cIaB7ny8yNtMBUMwWZ2AcBmduKuVu+B3hnSj6BO3YLno48AUOP4nwDUymzGO0n7IaAZ3DWHPJs/W442BMDobJ8H/NDGpIpydqfu5t2d71JklsNRpJtPXkYxCyZHkR6Xj86oodvoSHo/1gDTX9d6aewO+iQ8QvfNs2izcwI1rbvRaFWkJZSx7KuDnPrxNPcE2nvHI8vVdEmBkgIzHoGODB3fXAbeN6l69eqRkpJS8Th06NA1yVcG35IkSbe4uv7OLHjkDoy592MtCaKG9UH6NG8KrR61J9j4AW4jhqN10eCZtA9FWPAsDiQ3M5kjGUewhXVlrfpTzMKIn/YIvdrYx7Ce3J1GaaGZhIIEnlr3FPOOzWPG4RlV2FJJujIH1iZiKbPiHezEiAktiWj917zbVjOsm4Tuh94YtlpxKoUC73J6fvUc973Tlibda6DRqciIL8D/cBGPFhnoV6wDqyCkoSeDn29aMbWgdPPRaDT4+vpWPLy8Lr7K8CXne01ykSRJkqq1cG9Hfn/wXhbu7czdLYLsgUXrx2HH15B2CNXCe/GKzCB5hxseucfIdKtPrYxmvL3tc140vkpKig6txko3ly9w2p+Ol/MPZOS7cXhTDJ/yVkWP94LjCxjTYAwGjQw4pJtDeYmFY9tTAGg9MAxHt39cuxveg80fkXbQGfc0NUV6UL37KiqdDpMO2g4Jp0mPGuxfk8ChDYk4l1kBaNK9Bq0HhaFSyfm7/00IQYmlpErKNmqMlzWn+smTJ/H390ev19OqVSveffddatasedX1kMG3JEnSbSLI3cSz3Wr/vcHkbu/93vwRnF6HczBkp0Xim7zDHnxnNmdF0nS2HT6Jgor2w+viXDgUdkylPj+ynifZsWI/h5odwkmtw6hzJL00m2UxyxhSe0jVNVSSLsOxHamYy6y4+pgIrPOPJd1L82HXdAoSDeQedwRgxkAnPmvWv9LrjU462gwKo0n3GkRvTcbFyyinFLyIEksJrX5qVSVl7xy5E5PWdElpW7VqxezZs6lduzZpaWlMmjSJtm3bcuTIETw8PK6qHnLYiSRJ0u2szROgcwJAaXgX3m9MxiPrEGpLCU7lbvQ7OhbFpkIJLiSynT/0fBfuXUjt9mGo1UUoZi9q5NRlQmoyI5PiAJh5ZLZcJVO6KQghOLQhEYAGnQNR/tlTvXcW5VlFJO1yB2BZC4XAvoPQqrTnzcvgqKVpz2AZeN8ievfuzZAhQ2jQoAHdunVj2bJlAMyaNeuq85Y935IkSbczkzsMmgaxm6DrBBz0Tjh3aIt36j5S/NpiMjtToilkged7OEbncn+9+yG8G0VBLTh6+Etqx7ehc0ZPgjTRtFPHM83Nmbj8GF5e8SsTug3CpJP/ZqTqK/FoDrlpxWgNauq08f17h9UMO6aRfsAZUQ4n/RTmdlExp2a/qqvsLcKoMbJz5M4qK/tKOTg40KBBA06ePHnV9ZA935IkSbe7yP7Q50PQ23vAfZ5/Hp+MPRW713keo0RXwIdRH7Lg+AKEEEzcNpHdHqsQCIzZwbxY+jwOAoYV2KdpWxz7Mx0/WM8PW2IpNVurpFnS7W1pzFKGLx3O8ezjF0xz8K9e7zqt/dAZ/vFB8fBCSuPTKEiwB2tf91Hh6RhEfc/617XOtwNFUTBpTVXyuJzx3v9WVlbG0aNH8fPzu+pjIINvSZIkqRJ9rVqE3lGfGvGrCMjYQHx+CI6l3QGYtGMSL216iTXxaygx5aOpYf834lfuS2loD0bmF6AI0DieILs8gbeWRnPnV1tlAC7dUGvj1/Lqllc5knWE6QenV2wXVivxjzzC6T59yT6ZTNyhTAAadA74+8VCwNYvyIq2fxjdHuZEgrfC4NoDrip4k24uzz//PBs3biQ2NpadO3cydOhQ8vPzGTVq1FXnLYNvSZIk6RxeTz9F7cz1RBz5hc82f4U43IjWHgMQCFbErQDgiUZPsdFiT9/YokXT+gmCLFbuKC0DoF2zaNxMWo6lFjB3x5mqaop0m9mTtoeXNr2EY4kbzRJ6sv3UbjJL7EF29uw5FG3aTHlMDLunLAcBQZFuuPk6/J3B6bWUnTxOfrx91pOFHe0zc/QPk0NObieJiYmMGDGCiIgIBg8ejE6nY8eOHQQHB1913jL4liRJks6h9fYmeM5sNL6+BBSk8+nGKZRvDGVg2J0AtPFrgyq/E9uLislTCxSL4ERqGPjU5/6cXACi89fzZDf7V7RTN5ymsMxSRa2Rbhcnck7w1LqnKLOWMSDlEVok9mHAwWdYtHMF5QkJZHz2GQBWlZa4Ih8AGnQJqpSHdesXZEY7Ago7QjyI94X6Ho0IcgpCun38/PPPJCcnU15eTlJSEgsXLqRu3brXJO/rGny/8847tG3bFpPJhKur6/UsSpIkSbrGDBERhMyfj7ZOJK7lRTy37HNa763Nz/1+5p02n/L52tOggG8z+8IThzYmIVqNpUlZGfUsgnJbOWXGLdT0dCC7qJzvN8dWcYukW1lyYTJjV4+loLyAVk7tcEyz30DpVO5G4S8eHHjiOURZGSbvMgoaNsCidcBoziEo7O+p5xKid2A5sIX8ePtY79+75AIwqv69N7w90q3rugbf5eXlDBs2jLFjx17PYiRJkqTrROvjTc0f55DdqBV6m4Wwqe/i8es2vloXS16JmTq+Tgy/qw4avZrs5CKWbKrLaVtP7s3KA2DBifk83S0EgO82nSJl9XoSn3qKow0akv7Jp5XK+u3kbwxaPIjtydtvdDOlm9ieM9kMm76akUseIr0knXDXcEZrnwUBXtqTpDqdRGs1sNvvUZID2uLb25czHl0BCIhfT/bnHwKweH8SB+a/RUa0EwiFqHCFOF8Vr7d+nV4hvaqwhdKt5rrOAfXmm28CMHPmzOtZjCRJknQdqRwcaDZ7Ot8Nf5quRzeS8+knuAW3RNtwMBP61cXkqKNFnxC2/36ahGO5JPAY+ox76Fa8j33e21GVb+bJlKM0PbSR3AXZFfnm/PQTnk8+gUqn42jWUd7e/jYWYeHZ9c8yo9cM6npcm694pVuTEII5O87w9vIotP7foy5PxMfky9SuU1nzXgwADU0riPWJwyPmbrK8WnGs1j2Uu3mRdSYDNWX4pWwna04Rqw2uTE13Yal5F8lnPFEBv3fQ8l6HyfSp2adqGyrdcuQErJIkSdJ/Muh1+Lz6KtPed+WRQ3/Q48wu6llzaenaDoCmPYOp2cSLY9tTOLYtiaI8J8JTOxKe2pGs7cnUzlbQGvzIs1rwGtgH6/o1WDMyKdq2DW371ozfPB6LsGBQGyi2FPP4mseZ22cugU6BVdxyqToqKbfy6u+HWHxiA01VPzHu2wKS3NUUDBmKLdlAfmYZWqWEMN9k+h9rDEdms69eBrle/YjZnwFARAtPXBPKKTqt0ObXKQR2dWXVCQ8aCoX94WqevWcKHQM7Vm1DpVtStbrhsqysjPz8/EoPSZIkqXoY3DSQ6Da9eaPNQxRqDQQkniB22F2URkcD4OptovXAMO57sxWdtL/inbEHxWah2MGfhKCuHGz4OLvavMumogiSajTBrDFR8O1EPl/xCDF5MXgaPflt4G9EuEWQVZrF2DVjySnNqeJWS9VNfFYxg6ZtYFnyNCIM3/HSogJciqFuopVWn39G1Hs/AxBu2EKJqQfKxp0IFcxrtQp99yxUGgUUUDXw54lG47FpFcqytZw+XUC9o/awqM7/XpeBt3TdXHbwPXHiRBRFuegjKirqiiozefJkXFxcKh5BQfLOYkmSpOpCrVJ4vV9dDvhFcuDlT9CFhGBJSSFu5D3kr1wJQNGOHcQNGYJ69XrqH/mB1ide4LDXLKK9t2HW56JGobjIm2inOznQ8AmyD6UwL2MvAG8lxRO0/BWmtpqIn4MfcflxPLXuKUosJVXZbKka2XQig37Tfybe+A5+6q28Ot+KQxloGzdiee2OFGsdSFaHAOB69ACpczYCkDW4A2d8FBarZjNsfHOMPfx4aNEBDtlc+aXVMADa7FWhFiBaNqLJHXdXVROl24AihBCX84LMzEwyMzMvmiYkJASDwVDxfObMmTz77LPk5uZe9HVlZWWUlZVVPM/PzycoKIi8vDycnZ0vp5qSJEnSdWK1CdQqBWt+Pknjnqdo82YAjE2bUrLXHkir3d3xbqXg4nyIdcGNGKfKxorCiCwDTVKbE1M0GGxq6h/+luldDxLpXcZrGfbhAIR24vSAT7hv5f0UlBfQJagLn3b+FLVKXVVNlqqBA2nHGTnvKxTXjTiWWnl3LvhlWtGFhxHy449M3pzEsZXRtLG4YypOpdWut1EAXUgIPr/+yB2Le1FiKaG9wwRWRNlnOOndwAvhOYOeH26gjn2xS4J/+glT0yZV19CbUH5+Pi4uLufEa6WlpcTGxhIaGlopLrwVXU5bL7vn29PTkzp16lz0caUHWK/X4+zsXOkhSZIkVS9qlX2VP7WzM0FfT8P9wQcB7IG3SoXbPfcQtmI5rg+/iKJA1/gDvJ2RhQLM8yzlGV8127Q2AGJq9qdbjDPjxuyFUUtBY4TYjYTFbGHKHVPQqXSsT1jP5F2Tq6q5UlWxWojNOsbXe75g0KIB3LtyKCq39egsVt79wwm/TCsaHx9qfPstahcXRrUNodlfL63rsx2P++7BUK8e/h9+gKOjO31C7TdOrk9egkqBV3pH4Frjd7ambmFGXyPC2RGnXr1k4C1dd9f1hsv4+Hiys7OJj4/HarWyf/9+AMLDw3F0dLyeRUuSJEk3gKJW4/PiCxjr16NgwwY8Ro/GcHYhCqe+ULsXFGXQv90zlKhKeXvnJPSeGzmkyabFseEUm3wJPt2IIV/twdvNgRE+Y+iZNAX+fI1mT+zgvY7vMW7DOOYfn89dEXdR26121TZYuuasNoFKodLS7Xv/fJ53zizhhF5XsU0jBO2KShm1RINjXC4qZ2eCvp2O1s++kJNjcTk6izsKVlJC/Wj1+CuVyuno15+FJxeicTrEg5HPkmNcyNKjS1Erap4f9hmRT7cDVbW6FU66RV3X4HvChAnMmjWr4nmTJvZPk+vXr6dz587Xs2hJkiTpBnLu0wfnPv+akk2lhpHzK57eBRRbSvh4z8cI10NEBbnTJn4wqQHd0R85yAavcDbRikWGP2lYfgKWPEP3e36lc2BnNsVvZlXcKhl832K2HUrj9+kHCWzkyTNj7DGCOT+F8YnLSdHr0NhsdMsoo3tyOfXSLVhT9BSlaFFUgqD/DcFQ++/r4diSDYAzvrpDvJlany4lZlyMWgBsNsE3q8uwCj/UhhT2lX3I4aOHAXi73dvy5krphrquH/FmzpyJEOKchwy8JUmSbk+j64/m0YaPAqBuUIRBKaHM4MZDRh3vD2lAbV8Xnit7mDKhhVNryNs0n3prBzBi32tsPL6Vy7xNSarmNiw5TYhZjSYqh7XzjmOzCVZteA2fMwrvzbIy70sDD/6gJWilA/l7XShKsQ9r9W+Tg+nYO7D2LbDZsJWbOWaPpUlzsZBTruaXqISKcr7bEsPOmByUgtYAHM6yJ36h+Qv0D+t/Yxst3RRCQkLOO6nIE088cdV5y3m+JUmSpBvqySZP0ie0D0FOQRzO2sa2HVaSSwMZFelD/0b+vPCrI58dGcKjyiZ+n6/BYlPhiBtBh5pzqucparnVorQgh5TdvxOjiyBW+JFeUEZafilp+aWUmm28NbAeDQNdq7qp0kWYLVZUSSWAfbjJsY1JlGUVMlsTxWOrbPjmgqAYNBpSHT05bfQkvHl9Wt7dF1PuUtjyKWz+GDJPEK/pQ7HVF4OqAMce/WFZDLO3n+GBdqGcSCvgoz9PAPB8uxFMi1lJiaWEMQ3GcH+9+6vuAEjV2u7du7FarRXPDx8+TPfu3Rk2bNhV5y2Db0mSJOmGq+laE4CGd7dm/4bfKTZ4E/Xjbto92p4vRzThm0VPsWB1b8w2Z/SaHEotLoRlNeGLOfPpVXSEzqVrqWEpx6By5RnzhxRiqpT/pGVHWfBom6pomnQ+Nissehx0JujzMahUbNqZjJNVoRzBWqOZ7iVaYg/n0UT7HG7FX6M4mAn5aR4xBg8emLYDnVrF7te6YTJqgebgGQFLnoajSziaEwn4ElG7lGatavPuugTis4tZeTiVKetOUm610S3Sm9Gt61Av5EuSCpO4M/zOKj4oUnXm5eVV6fl7771HWFgYnTp1uuq8ZfAtSZIkVRm1UU999xR2FXtzaH8JTfLLKcotQ7slh1KbMx6aWAa6T+ST0qdxzW9G0Olwerh8Rt5xPfEH3XHwLWPKwBVsDX8eb2c9LkYtry06zK7YbPbG59C0hhsAe1edITOhkC731UGrk1MW3nCJUXDwZ4QAxbUGtH+OfVuTMAJlXjqyTfB7ViF3loKTuQZRzV6gnV8MhojaLFp+FICukd4VY7gBaDwC3EMpnvsYcWUtAIgc2BmjTs3wlkF8szGG/y3YT5nFhoeDjsmDG6IoCi39WlbBAZDOEkIgSqpm7n7FaKx0Y++lKi8vZ+7cufzvf/+7otf/mwy+JUmSpCoV0a8RR787Q4FzMOtmR5NyOp/yEgveIc50jEzDuC+fx4yf8H3JVBzKvFl5cgzhBxYDUJRioNmh5XS5+1nws8+yEhWXwy97Evl6w2mm39+chKPZbP/tNAB+YS406CyXrL/RbIeXE7vMC5VOEKJMQtRohzW+GIBazX140F3DwfVvszToNCP3PEqJyY9N+c1xOJrN4v1JANzZJOCcfK1+LVmlmYqNUrx9BR6hPgDc3yaEbzfFUGaxT2n53pCGeDnpb1BrpYsRJSUcb9rsvxNeBxF796CYTP+d8F8WLVpEbm4uo0ePvib1kHPqSJIkSVXKsX17aiX/CcCZw9mUl1jwC3dh4DON8en7PIR0wN3REYvnagASnbpQ4uyPQ9u2AKTvd8K2+Dmw2QOtRzvZh7Ssik7jWEIu6+ceqyjr4PpEhE3etHmj5S5dQXmBltIsHbmndaTMmYijBcwIenQNYXgzX2weO2h8Kovmez/Goywei0Ww7KsDaLPts5Z0jqg8DEAIwbo5R0mKKUVrUNNlzN892gGuRno3sE9BOLxFEN3r+tzQ9kq3lu+//57evXvj7+9/TfKTPd+SJElSlVLpdNRoUYPYM0fJcY8ksI4bfcY2RKu3Dw8Ro5aQ++uvDHjrLQ5G1iPHPZL4O9+k0TNNiOnVE3NGFtnrj+HZfBY0f4Bwbye61/VhdXQav8+KxjmrFEd3PeUlFnLTijlzJIuQBp4Ul1t4bdFhysw2GgS60DDAhXoBLpWHNkhXTeSnkbM7h7MhR2a0K+me9g9IhR5anBx1JOyYzmaTivcO2NBaSujaWcOOfA/ij2QxpFBHXl039JrKw4V2LI7hxK40VCqFXo/UxzPQqdL+dwc1oE99Pxl4VzOK0UjE3j1VVvblOnPmDGvWrOG33367ZvWQwbckSZJU5Zx79qDBM8+TX7MVrT7/CltGKvlHoymNjqZk336Kd+xADZjNv2BVXiEpHmKPFeE17nlSxr9M1hFHXJdMhNq9OVyaypiOQUQfzMAp0T6bRhePGSRkeLO/pBsH1yUQXN+DV+dup+nMjznpGsh7dXtX1MXfLxaD+x5ea/cUd9RsWlWH5JZRuPAbygs0qHQKKjdvzGlpnCxqDypoEXAabO2YdehbQrIUQtKhXKUhqXkHuoT6M2n8RoLKVfjszyc1Jg/fmi4AHN6UxN6VZwDofG8datT1OKdcF6OWvg39bmhbpf+mKMoVDf2oKjNmzMDb25u+ffteszxl8C1JkiRVOYf27dHq1bif3MTpdm2wFRZWTqBS4fXss+wM2UvJzjU0T+rFll9OMmJCHwxz5lJ65AjpUYKPlgxntSULX50f/S1Po6BQ27ieGgW/4Krx4gB3kHA0h+lLjuH7y0yapx+nWcZJivsOYUd+KRnahRS47qTABs+ve5PtNX47p8dVujw5C1cA4Nq+NrrOIznxwXcUqbzRUEaXrDfJ3pjIIo2F+w7YhwNt9W/AkQNZ9LZq+dVYxgiVEd9SG398sZ8BzzSmtMDMpnnHAWjRL5TItjLAlq4Pm83GjBkzGDVqFBrNtQuZ5ZhvSZIkqcqpDAacu3cDsAfeWi36upG4DBmMz+uvUfOPxXg+8jDdQ3uwL2ANxaY8inLLWDfnOA5PvQRAboyJ48mZANQ42QynUhMl2jxOBP5CRmgXnN31hOp3AnBq+VH6xm4HQBE27mc3zmFT0LnZ9yMUzNoYJqxYc4OPxK2l7Phxik7lgiJwG/UgroMGkRLSAQBX83F01hzmHfgWLAodo+2v+TO4JSsOpfDNxhgsCjh398W/livmUitLvjjAn98dRgio09aPFn1Dqqxt0q1vzZo1xMfH8+CDD17TfGXPtyRJklQt+Lz6Ko53dEUXFIg+PBxFpzsnzR017uAtzVusr/ETfY+PJWZfBnEHFDw6Pk3NqPncvzYda9dAcpLvAGBjzV+Ic9fynZLIgAZdCC7dAPFtCLU5YNWa0BrV2PLzOfnrTBLuVePr4MukdpP4YvcsDuZsZvHphdx1piXNgt1u8NG4NWR/8zkATkFWdM17I1Qa4r2aoxbgFXeAwhAP5jkbaH1EYCgTaIOCcG7TCtupbA4l5QFwZ/MggrsaWfrlAVJO2bcF1XWn8z0R12TaN0m6kB49elyXVXVlz7ckSZJULaidnXHu2QND3brnDbwBXPQutPJvRYLbMdQDEgms44bNJshQRbCzxWsopgcRp0YAasLcj9Ohbjuspf5YRBm/JW/kU/9USpV4hErLmcD2vDnUvoJdnQTBMLeuLBywkFZ+rXii+b0AaJz3Mu6XXZSUW89bn5tB0fbtmJOSKm/MOQMrX4a8xEvKQ5SXIyyWyyrXkpND3upNALh3qwdqLbEnc1ALPYrNjHfKXlamh5OnVtP7oD0ccR0yhEc71arIo36AM7V8nNAZNPR7shFhTb0IaehJr4fro1bLEEa6OckrV5IkSbqp9AzuCcAa8x+0f7QGm1rMItbtICgqMrybkqsEY9Bb6PjSA/yv21hcc16kOP4h9EVd0WdEUvfkegBigztyxMvMySANKuDJnCY465wBaO3XmgDHQBR1GYnm7Xzw57ELVadayCkq5+HZUdz1zXZKzX9/UMj/cxXxDzxIwmNjK/fgLRsHO6bCrw9WTNF4Ieb0dE526syZ++5HmM2XXKfcBb8gzFb0buUYuw4CYNM6+02ShZpi1LZywjYkUDcBaiZYQKXCZdCdtAv3INLPfh7ubPz33N46g4ZejzSg7+MN0RnlF/fSzUsG35IkSdJN5Y4ad6BRNBzPOc4jqx8hWrOXoy1W0+fpUHxzDqArz6eBeTe68gI0ahWPdgzDWlSLzPjujFjnSI2kvejNeWhw5bOkprS461EA8pevqChDpai4K2IYADq3nczYGseOmKxz6mK12lj13WFWfH2ItLj8iu3lcXEkPDaWws2br7idCdnF/G/BfuZsj8N6kbnJT6YVMPCrrayOTmNXbDYbjmcAIMxm0j/5GICykycpjf5rUHVaNJxa/VchOyHq+4vWI3f+Aqw5OZTs20fWDzP+3hGzEX68C+K2VkqfGpPHwTVnSJ/3KwDutYtQwrshhCD7mH3YSGb9PE75gcEMry2yT+3o2LEjWh8fFEVh2j1NmdCvLqPahlzSsZKkm4kMviVJkqSbiovepWKJ8BM5J3DUOjLljimE1g2l++g6tN/5Gk7r5nK6X39yf1/EsGaBeDjoqJ0TT++4HaiEhbpN7XNCZ6a1xsO2ERSFkgMHKE/8e3jGwLCBaFQa1MZEVPokXvj1AEVllYdenNqdysmodGL2Z/Dre1Esn3aQzLgcEp/7H4UbNpA2+b0rGjO6Lz6HQVO38tveJF5ffISBX23hQEIuKYUpvLz5ZXr82oP96ftZdyyNQVO3EZ9dzNnhzysOpwCQs2AB5jPxFXnmL1lq/2X7lwBkCPu0fWLNm5CffN56CLOZ7AXzK55nfvUV5XFxsOtbxJxBcPJPrAtGI0pyKM4vZ+3MaBZ+sIfNv55mU/gzxIX3Rt84ElwCSI7LR19qw6LYWGP4inmd7CGIptC+1LjrsKEV5YR4OvBg+1C0cmiJdAuSV7UkSZJ00+kR3AMABYX3O75PTVf7oi3OvXsT+usv6OtGYsvLI+Xll8l8/DHm9gnkg8Q/UYTAeUB/Gt/XEbUa0s21yD5zBlP9cAAKVv7d++1h9KB7je4AuPrsISG7hPG/HeL7LbG89OtB7vxqK6vn2nu23TXxoEDsgUzmv7eXvbSi2OhNeUwMpQcOXFbblh1MYfj0HWQWlhPm5YCTQcPhlHTu+uV1ei3sy9KYpaQUpfDSusk8NCuKwjILrULdmX5fcwDWHU2nJDePzK+mAuDYqRMA+cuXI3ISEQcXAPBo+XPstYWjlBfA8hfOW5eCtWuxZWSS6wAHQxREeTnJj49ELHseRVgpETqUokxmvf4Z34zfwrEdqQDoLXlYNUZiAvsxN2Y8u5fFsmFlLADxrocxq0up3X0oxhYtAFB7euLYseNlHSdJulnJ4FuSJEm66fSt2ZchtYbwbod36RhYOWgzREYSumABXuP+h6LTUbR1K9w/DP3p46gcHfF54QVMzjpqt7LPD70h/1ESPcLJdQkjZ/nqSnkN+2voicp5H6jKWHIgmbeXRjM/KgGvM/tQLF6oMDPQbQKBbtPRuVsAhTSfFuxs+TrJvq3JXXhpK+MJIfhq/Sme+GkvZRYbd9Tx5texLXnmzgzcIz5G57EBG2aU0pooQk1yWTSK4QwjWtZgzkOtaF/DjRoOegrKLBz6ZCrW7Gx0wcEEfPoJKhcXLOnpFM97B8VmZpctgmPaSF42j8Es1HBsKUT/cU6d0ubMAmBNY4Vveqso1UJJTA45p028ax7Bc6Vv8WvWBxQVdkJngzS1jc22ONpueZX60d/ipoqn3Kxl15JYcg9kAxDjuY/OQZ15rc3r+L7yMrrgYLyefgpFK1cWlW4P8o4FSZIk6aZj0BiY2HbiBfcrGg2eDz+MU7dupLz+OiVR9uWsvZ5+Co2XFwCNugZxbHsKWZZQsgiFJqAIK1FvbME/0ptmvYNp7tOcEOcQ4vLj6Ns6hVOnGxDq6UBj93JC1+3nFBDmeRqDOp9+tpVsXxGLTuXMmdZjSLd4cbrmQPxXTMb75fHsSy9lQVQCR5LzCfYwUdvHiQgfJ8K9HUndnMqWY+l8V5ALCjzQLoRRPhnEtWlBWYTA0keFj6kGJWm9SUoKRe+7EC/DGTq45dCjWMPCd3eTnVzE3ajIU7TEpwrcfVpS57F7UJlMOPfoQe4vv5C/YjUOzWC6pR9PdA9nR4wbX8f25ynNIsTyF1BCO4LRFbCPE7fs2Y9VgSPNg6ktzjC/o4pRa22cOeCFe9N7cTlZToYAnVJEE69VHG98N92nLUJBUMthG0091zO88HtalavwsOgpV5eiCrLxQccP0Kg0aCIjCftz5fW9WCSpmlHE9ZjA8BrJz8/HxcWFvLw8nJ2dq7o6kiRJ0k1I2GzkLf4DS2YGHg88gPKPleoy4gtIWLmUtCOxJBXVoUzjWrHPJ9SZwS80Y+7ROXwY9SGR7pHM7zcfRdgo/uFeZkWNxoaWoePq473vBVJmbCAv1kSqyY3P736D/lkmSvPNRB6dxao6dfnZrf556xdkVjG8SA/AGY2VeneFMaJtIOv7t6VGbBEA6YPb0XbSNKxWhe+/P0jZ4Wz0lkv78trJ3UCAjxXHuZNwKY1DM0Chu/VDNr3YFYB+n67hN+VFwlQp0OwB6P8ZACdfewHLr0vZGaEQ0TqHeuYShvgF8PSPAuEwmIQg+1zqEc3daJPxIOXRqaQf8sJWakbRqgntlkJmnY485dSYU2W/EZgXQalKy4IxX+JpkvOm30ouFK+VlpYSGxtLaGgoBoOhCmt4/V1OW2XPtyRJknRLU1QqXAfded59XjWc8HpwMHzVkpw9acTtDqU4oi1H/AeQFpvP4Y1JDGw7kM/3fs7R7KMczjxMg+gVHDnmgA0tPkFafGp5k7+/I3mxuwDBsna92J9jwclaQms0JAZ2puGRhfxxRyP6NvCjSx1vknJKOJFWwIm0AuqcKK2oT7BFjcP2bH4+8CUtYouwqEBjA+/ftpITuZC9xfVgfy56VNhUVtIc4nDyKmKYKQ3f7N8wFyoc2NqAPJdwshp0o7hARUF2KceygWYv4VCYRFFqIq0auhHkbgLgqR71eWX5GObr34Y9M6D+YKyZSRQvXooOSKlrZnRZMakeLXm366ssOr4L/0L7+PLmDW007etLyrOBFB0oBcwY69fBr1Ue+aVJvOFRxsmiX0EF4fVDeKn5yzLwlm57MviWJEmSbm8aPXSbiHPaAxiicjAcXE6LYfeybW0OOxadJrRRK3qG9GRJzBJ+2TOFujt+53DxNAAa9qiFOT2d1I+/A8AjspC328ZwKrsrUWdyaY6aAqdgmpYLto2qg2tYSKWi08/k88vkKBQVdLo/ku2/nCQtNh99SRPKdFspH9qWUM9anPnuF3asFhSbMlCpFdo1T8MmZnCfOhmNEIxKSMZks5Kwxw2vrMMU6TI50XokE3tHknwylxOrdnP6hEKRYwAQQIdj5Sz98gCuviYaOWjYY2zB7IIH6KHditMP9xN3xoLO7ESSO/g71eBU96kEN+jC7umH8S9sjhBW6h2bg/OBE8T8YMVWWIiiUfCqn4v7Hflsz4nm5QA/sosSMGqMvNrqVQaGD7zBJ1aSrk5BQQGvv/46v//+O+np6TRp0oTPP/+cFn/dKHylZPAtSZIkSXXvRF3zKxx9T1OYbCAgeQu+NduSGpPHpp9PMHTIUJbELGF56jYs2m4E2NwxG0qYkjyBvpMOEZybiz48BK/621COL2LBYy+xKj0U684sEvdkkBjYmfBlS+DppyoVu3elfdGZWi18qNfaD61XGSs/3E+ZMYA9TccxeHQ3MtPNRB0Mx4oGfVku3f3mEXxmFQDNfb2JMhqYU+8OnnAYQuHPb4EiuKPxQU4fmop6wFeE1PcgZNtk8vSx7D7Ui2S/1hQ4h3LmcBZnDtvnLq8PFDCAhQwAQKvJxq1uLDHeOQwY8Bx+Qc4s/nw/abH5aHQqTjdeT92DuyEHbEBRRAB7729ETNofpIh49vrax9XXcqvFRx0/qpiNRpJuJmPGjOHw4cPMmTMHf39/5s6dS7du3YiOjiYgIOC/M7gAGXxLkiRJkqJAj3dw3jKQwmQDBUsX0XnWAyx4ZzdxBzOp7RxLhEVwXKOgzukGQLpqHXdN2oxnAZSr4djTvaiZ5QbHl6Hb9in9Bk8n092Z+XsyyPBqTOrSr9jYw4clscvoH9afjg7dOL3fviBO057BWGwWPjrwKvfuO8PJOk9TavTk108PU15iATR42lKoE/UZZao8ygd4oevzHGOEEd3ijzElniAh3t4b79I6FL1LCk/afiJtvsCn1V2QcgCjhx5ReIwWe7dgevV9Ej1rQ7Ga0gIzJYVmYhLzKc0vwWRTYda5k+7tjiOw7stDFYdJ76Ch3xON0PjVZ1zuOu5cns2u2iqWtUhFFKaBw99jXe8yBvNCn58waG7tsb7SramkpISFCxeyePFiOv41DebEiRNZtGgR06ZNY9KkSVectwy+JUmSJAmgRiscu3ZF2b2H8oRkTCdW0TQkmajTddm8zZWPffLYbqxLVmEoirBy9+rN6MxQ5O3Eh92KOJE6k6BmL9H8+DI49At0fBHPwHD8w51JPpXPGXUEv/38JodCVexN30vv2ASCRSOCGrjh4e/IlH1TqLl4H155Apes+Rxp/gI5qcUANL3Dm+apE0k4mENZrpYzG31Qdv2B+5l4ngXAho0MNF5eeL03i99+n8KdKVPwOTEPYn4HYIWmK9sDfRl1dCWnfv+YZwdmE+gYSPcG3ekR3IOuzm3o/+UW7t4wnnrp3sQ1boFLgwGkxORRVmTB0U1P/6cb4+7nAMBTIz/nrZpvYdKY6GLywdfBFx+jFz47vyM84xQR930PMvCW/kUIgaXcViVla3QqlLOrUf0Hi8WC1Wo95+ZJo9HIli1brqoecrYTSZIkSTorO4bEu7tRkKAHRaBxgW31XqNQ609tvwzKrQ7EpZvwTd1J3ZM/4vHgA3iMHcvLURNZEbsCd4M78y2e+J5cA41GwKCvidmfwYqvD6ExF0LO6xx5shMxSQn02PY4aqHmzybf0KxhXTbt+pVPp1vQWiHom6/RNGvL3lVnCAjRELz7fkg5gBlP4tb7Y0nLtNdXpaKsph9r3JKJD3Nm8tNLcHD3Yk10Gr/MncYXuq/QU45QVHQq/RjKy/hm2RfYFHj0KTV5Dn8HIv4O/jRV12TkqxvQ2MDt5xn4Nm6NEIL8zBKMTjp0hkvosysrhNwz4FPvOp0kqbq5nNlOzGVWpj+zsUrq+cjnndDq1Zecvm3btuh0On766Sd8fHyYN28e999/P7Vq1eL48eOV0l7ObCdykR1JkiRJOsu9Ju5DeqAxWkEoWHIVah/+GYATKV6cSbVPCVjTkEjowl/xHjcOtcnEm23fpI57HbJLs3nGWE6posDBBZB5ikzvWEo0WVi0joTmt+CTZm/zvGYyaqEmyz2eWEM0v574leEbrWitYGrTGoeOHTE4amnb24Pg3aMg5QCYPNE+vpTgH+fh9eyzBH49jdo7d1D/j5WsubMG60OLWJK+FoD2tTzZomnNiLJXKHaPZLv/KBL1ZooazuOEP6gEfGodysedPqZXSC+MGiMphUm4LN6Ixga5EX74Nm4NgKIouHiZLi3wBtA7ysBbuiXMmTMHIQQBAQHo9Xq++OILRo4ciVp96QH8+cieb0mSJEn6J6sFTq3BrKtBaWwqpYePsPOInjOKfQl6D8dy7n6/O8q//gEnFyYzfOlwcspy6Kc4827MYY7pDTzo50PNlE60PTMIh8IkevbQsXi3D1azjX4j9JxQr2ftztWM+jYdFAgd1wWDnwms5ZCwCzKOgskTRi0Bn7rnrfK8Y/N4d+e7eBm9GBk5kqbeTfl+rYVlBzN4uEMoi0+uoNjlRxSVmXsPuzFgSQaGRg0JnT8fc3Iymb/9SubCX9Ck2HvUPd9/B6+Bg6/vcZZuGZfT832zDDv5p6KiIvLz8/Hz8+Puu++msLCQZcuWVUpzOT3fMviWJEmSpP9QVmLhp4k7KM4rp8dD9ajVwue86Xal7OKR1Y9gFVZGl6n5Q1NOtlpNywKFFofew6oYcC86TrZDBJ6cokfRG5TnayhIMmAu1OASUox/69zKmZo8YNTSCwbeACWWEgYsGkBqUWrFNo2ipbQoAJXVFZXTfgDa+bfnvfovkdK1L9hsmFq2pHj3bvgrFFA5OOB69914j/vfOR8uJOlCbpdFdnJycggNDeWDDz7gkUceqbSvWgTfcXFxvP3226xbt47U1FT8/f259957efXVV9HpdJeUhwy+JUmSpOoiJ7WIjPgCarXwuWjv2dzouby/+/2K53WMPvxgiCRqqy/ReW0qtjc4/A1emQcrnqsMGmqO74bWwxnUOvtDa4C6A8G1xn/WL7MkkxWxK9iXvo+9aXvJKs2qtD9Y3ZvFIyejVqmJf2gMRVu3VuwztWyJ65DBOHXvjspkuqTjIUln3arB959//okQgoiICE6dOsULL7yAXq9ny5YtaLXaSmmrxQqXx44dw2az8c033xAeHs7hw4d5+OGHKSoq4qOPPrpexUqSJEnSdeHm64Cbr8N/prsn8h6OZh/lj9N/UMOpBtN6z8LJ6EnjlkVET9wJgENRCr5KKoa2bdCFh6MPD8exQwe0fn5XXD9Poyf31b2P++rehxCChIIEnln0G9FZR7EW1+T5oQ+gVtl7s72efRZhtWJq2gSXQYPQBQVdcbmSdKvKy8vj5ZdfJjExEXd3d4YMGcI777xzTuB9uW7osJMPP/yQadOmERMTc0npZc+3JEmSdDMy28xsSthEU5+muBn+Xk592Vf7iTuUTbcRoUR0Cr3u9Vi8P4lnft6Pu4OOna90RauW8yxI196t2vN9OapFz/f55OXl4e7ufsH9ZWVllJWVVTzPz8+/EdWSJEmSpGtKq9LSNbjrOdu7P1Sf3LRivINvTIdS3wZ+nEovpHmIuwy8JamauGF/iadPn2bKlCk89thjF0wzefJkXFxcKh5B8mswSZIk6RaiM2huWOANoFGrGNcjgk61vW5YmZIkXdxlB98TJ05EUZSLPqKioiq9Jjk5mV69ejFs2DDGjBlzwbxffvll8vLyKh4JCQmX3yJJkiRJkiRJqqYue9jJk08+yfDhwy+aJiQkpOL35ORkunTpQps2bZg+ffpFX6fX69Hr9ZdbJUmSJEmSJEm6KVx28O3p6Ymnp+clpU1KSqJLly40a9aMGTNmoFLJ8WaSJEmSJEnS7eu63XCZnJxM586dqVGjBh999BEZGRkV+3x9fa9XsZIkSZIkSVI1Uo3Xc7xmLqeN1y34XrVqFadOneLUqVMEBgZW2nc7nARJkiRJkqTb2dn5sIuLizEajVVcm+urvLwcAPUlrAxbrZeXz8vLw9XVlYSEBDnPtyRJkiRJUjWUn59PUFAQubm5uLi4VNqXkpJCbm4u3t7emEymi64Oe7Oy2WwkJyej1WqpUaPGf7bxhs7zfbkKCgoA5JSDkiRJkiRJ1VxBQcE5wffZocbp6elVUaUbRqVSXVLgDdW85/vsJwknJ6cb8knp7Cc32dN+c5Pn8dYgz+OtQZ7HW4M8j7eG63UehRAUFBTg7+9/wck1rFYrZrP5mpVZ3eh0ukueWKRa93yrVKpzxovfCM7OzvLN5RYgz+OtQZ7HW4M8j7cGeR5vDdfjPP67x/vf1Gr1JY2Hvh3Iuf8kSZIkSZIk6QaRwbckSZIkSZIk3SAy+P4HvV7PG2+8IVfZvMnJ83hrkOfx1iDP461BnsdbgzyP1UO1vuFSkiRJkiRJkm4lsudbkiRJkiRJkm4QGXxLkiRJkiRJ0g0ig29JkiRJkiRJukFk8C1JkiRJkiRJN4gMviVJkiRJkiTpBpHBtyRJkiRJkiTdIDL4liRJkiRJkqQbRAbfkiRJkiRJknSDyOBbkiRJkiRJkm4QGXxLl2zQoEEYjUZyc3MvmOaee+5Bq9WSlpZ2Tct+9913WbRo0TXN82bSuXNnOnfufEWvXb58ORMnTryq8kePHk1ISMhV5XGlNmzYgKIobNiw4brk/+9jW1xczMSJE89b3sSJE1EUhczMzOtSl4uJjo5m4sSJxMXF3fCyq8K1uG6v1PW+3i/WtpCQEEaPHn3dyv4vs2fPxsvLi4KCghta7vr16+nevTve3t44OjrSsGFDvvjiC6xWa0Uas9lMWFgYn3322Q2tmyRdc0KSLtGSJUsEIL766qvz7s/NzRVGo1Hceeed17xsBwcHMWrUqGue783iyJEj4siRI1f02ieeeEJc7Z/6qVOnxN69e68qjyu1fv16AYj169dfl/z/fWwzMjIEIN54441z0r7xxhsCEBkZGdelLhfzyy+/XNfjUN1ci+v2So0aNUoEBwdft/wv1ra9e/eKU6dOXbeyL6aoqEgEBASIDz/88IaWu3r1aqFSqUTnzp3FokWLxOrVq8VTTz0lAPH0009XSjtz5kzh5uYmMjMzb2gdJelakj3f0iXr3bs3/v7+/PDDD+fdP2/ePEpKSnjooYducM2ujNlsxmKxVHU1LkndunWpW7dulZUfFhZGkyZNqqz866mqj+2NVFxcXNVVkP5DkyZNCAsLq5KyZ82aRVZWFmPGjLmh5c6cOROtVsvSpUsZOHAg3bp144svvqBHjx7MnDmzUtoRI0agKArffPPNDa2jJF1LMviWLplarWbUqFHs2bOHQ4cOnbN/xowZ+Pn50bt3bwBSU1N59NFHCQwMRKfTERoayptvvnlOwFtWVsZbb71FZGQkBoMBDw8PunTpwrZt2wBQFIWioiJmzZqFoigoilJpmMDhw4cZOHAgbm5uGAwGGjduzKxZsyqVcXbowpw5cxg3bhwBAQHo9XpOnTpFcXExzz//PKGhoRgMBtzd3WnevDnz5s276PGYOXMmiqKwbt06Hn74YTw8PHB2dub++++nqKiI1NRU7rrrLlxdXfHz8+P555/HbDZXyuPNN9+kVatWuLu74+zsTNOmTfn+++8RQlRK9++hEXFxcSiKwkcffcQnn3xCaGgojo6OtGnThh07dlSkGz16NF999VXFcTz7ODt04auvvqJjx454e3vj4OBAgwYN+OCDD86p5/m+hlcUhSeffJI5c+YQGRmJyWSiUaNGLF269JxjdfLkSUaOHIm3tzd6vZ7IyMiKev3TsWPH6NWrFyaTCU9PTx577LFL+vr7yJEjKIrCL7/8UrFtz549KIpCvXr1KqUdMGAAzZo1q3j+z2MbFxeHl5cXYD83Z4/Xv4cBpKWlMWLECFxcXPDx8eHBBx8kLy+vUprS0lJefvllQkND0el0BAQE8MQTT5wzbEtRlPMOQfjn8IOZM2cybNgwALp06VJRr38HJv90dojM3r17GTp0KG5ubhVBnRCCqVOn0rhxY4xGI25ubgwdOpSYmJhKeXTu3Jn69euzefNmWrdujdFoJCAggNdff73ScACA8vJyJk2aRJ06ddDr9Xh5efHAAw+QkZFRKd38+fPp0aMHfn5+GI1GIiMjGT9+PEVFRRVp/uu6PZ99+/bRr1+/imvM39+fvn37kpiYWJHmUtt9Ppfz2pUrV9K1a1dcXFwwmUxERkYyefLkS2rb+YadxMfHc++991b6+/n444+x2WwVaS71PeFipk2bRv/+/XF1da20/XL+1q+EVqtFp9NhNBorbXd1dcVgMFTaptPpuPvuu5k+ffo575OSdNOo0n536aZz8uRJoSiKePbZZyttP3LkiADE+PHjhRBCpKSkiKCgIBEcHCy++eYbsWbNGvH2228LvV4vRo8eXfE6s9ksunTpIjQajXj++efF8uXLxR9//CFeeeUVMW/ePCGEENu3bxdGo1H06dNHbN++XWzfvr1imMCxY8eEk5OTCAsLE7NnzxbLli0TI0aMEIB4//33K8o5O3QhICBADB06VPzxxx9i6dKlIisrSzz66KPCZDKJTz75RKxfv14sXbpUvPfee2LKlCkXPRYzZswQgAgNDRXjxo0Tq1atEu+//75Qq9VixIgRomnTpmLSpEli9erV4qWXXhKA+PjjjyvlMXr0aPH999+L1atXi9WrV4u3335bGI1G8eabb1ZK16lTJ9GpU6eK57GxsQIQISEholevXmLRokVi0aJFokGDBsLNzU3k5uYKIezDRYYOHSqAimO3fft2UVpaKoQQ4rnnnhPTpk0TK1euFOvWrROffvqp8PT0FA888ECl8s/3NfzZ8lu2bCkWLFggli9fLjp37iw0Go04ffp0pWvDxcVFNGjQQMyePVusWrVKjBs3TqhUKjFx4sSKdKmpqcLb21sEBASIGTNmiOXLl4t77rlH1KhR45KGW/j5+YlHHnmk4vl7770njEajAERSUpIQwn69OTs7ixdffPG8x7a0tFSsXLlSAOKhhx6qOF5nhwGcHXYSEREhJkyYIFavXi0++eQTodfrKx0zm80mevbsKTQajXj99dfFqlWrxEcffSQcHBxEkyZNKo7/2eN4viEuwcHBFUOt0tPTxbvvvlsx7OtsvdLT0y94PM7WNTg4WLz00kti9erVYtGiRUIIIR5++GGh1WrFuHHjxMqVK8VPP/0k6tSpI3x8fERqamqlY+Ph4SH8/f3FF198If7880/x9NNPC0A88cQTFemsVqvo1auXcHBwEG+++aZYvXq1+O6770RAQICoW7euKC4urkj79ttvi08//VQsW7ZMbNiwQXz99dciNDRUdOnSpSLNf123/1ZYWCg8PDxE8+bNxYIFC8TGjRvF/PnzxWOPPSaio6Mr0l1qu893vV/qa7/77juhKIro3Lmz+Omnn8SaNWvE1KlTxeOPP35JbfvneT977gMCAoSXl5f4+uuvxcqVK8WTTz4pADF27NiKdJf6nnAhCQkJAhBTp049Z9+l/q3bbDZhNpsv6fFPO3bsEHq9XjzxxBMiKSlJ5OTkiNmzZwutVis++uijc+ozf/58AYiDBw9etE2SVF3J4Fu6bJ06dRKenp6ivLy8Ytu4ceMEIE6cOCGEEOLRRx8Vjo6O4syZM5Ve+9FHHwmgIniePXu2AMS333570TIvNOZ7+PDhQq/Xi/j4+Erbe/fuLUwmU8U/nLPBd8eOHc/Jo379+lc0Tv1s8P3UU09V2n7nnXcKQHzyySeVtjdu3Fg0bdr0gvlZrVZhNpvFW2+9JTw8PITNZqvYd6Hgu0GDBsJisVRs37VrlwAqPrgIceljZ8+WP3v2bKFWq0V2dnbFvgsF3z4+PiI/P79iW2pqqlCpVGLy5MkV23r27CkCAwNFXl5epdc/+eSTwmAwVJTz0ksvCUVRxP79+yul6969+yUF3/fee6+oWbNmxfNu3bqJhx9+WLi5uYlZs2YJIYTYunWrAMSqVasq0v372F7KmO8PPvig0vbHH39cGAyGinN2NoD/d7qzQcP06dMrtl1K8C3E5Y/5PlvXCRMmVNq+ffv2834QTEhIEEaj8ZwPJoBYvHhxpbQPP/ywUKlUFX/f8+bNE4BYuHBhpXS7d+++YEAnxN/B2saNGwUgDhw4ULHvcsZ8R0VFCaDiw8X5XE67/329X+prCwoKhLOzs2jfvn2lv99/u1jb/n3ex48fLwCxc+fOSunGjh0rFEURx48fF0Jc3nvC+Zy9Nnfs2HHOvkv9Wz/7Pnspj9jY2EplbN26Vfj7+1fsV6vV5/z9nHXy5EkBiGnTpl20TZJUXclhJ9Jle+ihh8jMzOSPP/4AwGKxMHfuXDp06ECtWrUAWLp0KV26dMHf3x+LxVLxODskZePGjQCsWLECg8HAgw8+eEV1WbduHV27diUoKKjS9tGjR1NcXMz27dsrbR8yZMg5ebRs2ZIVK1Ywfvx4NmzYQElJyWXVoV+/fpWeR0ZGAtC3b99ztp85c+ac+nfr1g0XFxfUajVarZYJEyaQlZVFenr6f5bdt29f1Gp1xfOGDRsCnFPOhezbt48BAwbg4eFRUf7999+P1WrlxIkT//n6Ll264OTkVPHcx8cHb2/vivJLS0tZu3YtgwYNwmQyVboW+vTpQ2lpacVX4uvXr6devXo0atSoUhkjR468pLZ07dqVmJgYYmNjKS0tZcuWLfTq1YsuXbqwevVqANasWYNer6d9+/aXlOeFDBgwoNLzhg0bUlpaWnHO1q1bB3DO8IFhw4bh4ODA2rVrr6r8y/Hva37p0qUoisK9995b6Xz4+vrSqFGjc2Z5cXJyOqe9I0eOxGazsWnTpoo8XV1d6d+/f6U8GzdujK+vb6U8Y2JiGDlyJL6+vhXXXKdOnQA4evToFbUxPDwcNzc3XnrpJb7++muio6PPSXO57b6S127bto38/Hwef/xxFEW5orb827p166hbty4tW7astH306NEIISqutbOu9D0hOTkZAG9v7/Pu/6+/dYBmzZqxe/fuS3r4+/tXvG7Pnj0MGjSIZs2asWTJEtatW8fLL7/Ma6+9xttvv31OXc7WMSkp6aJtkqTqSlPVFZBuPkOHDuWpp55ixowZDBkyhOXLl5OWlsb7779fkSYtLY0lS5ag1WrPm8fZqdoyMjLw9/dHpbqyz4FZWVn4+fmds/3sG3tWVlal7edL+8UXXxAYGMj8+fN5//33MRgM9OzZkw8//LDiw8TFuLu7V3qu0+kuuL20tLTi+a5du+jRowedO3fm22+/rRgbv2jRIt55551L+hDg4eFR6blerwe4pNfGx8fToUMHIiIi+PzzzwkJCcFgMLBr1y6eeOKJKyr/bB3OvjYrKwuLxcKUKVOYMmXKefM4ey1kZWURGhp6zn5fX9//rAdAt27dAHuAHRoaitls5o477iAtLa3iH/iaNWto167dOWNLL9d/HfesrCw0Gk3F+PGzFEXB19f3nOvyevr3NZ+WloYQAh8fn/Omr1mzZqXn50t39pycbUdaWhq5ubkV1/6/nT3HhYWFdOjQAYPBwKRJk6hduzYmk4mEhAQGDx582R98z3JxcWHjxo288847vPLKK+Tk5ODn58fDDz/Ma6+9VjH96eW0+58u9bVnx7cHBgZeUTvOJysr67zTHl7oPe5K3xPO7v/3GOsL5Xs273/m6+joSOPGjS9azlkazd/hxxNPPIGPjw+///57xQeHLl26oFKpmDhxIvfcc0+l83O2jld6vUhSVZPBt3TZjEYjI0aM4NtvvyUlJYUffvgBJyenihvCADw9PWnYsCHvvPPOefM4+4/Dy8uLLVu2YLPZrigA9/DwICUl5ZztZ3txPD09K20/X2+Ug4MDb775Jm+++SZpaWkVveD9+/fn2LFjl12nS/Xzzz9X3OH/z394N2o+80WLFlFUVMRvv/1GcHBwxfb9+/dfszLc3NxQq9Xcd999PPHEE+dNczbg9vDwIDU19Zz959t2PoGBgdSuXZs1a9YQEhJC8+bNcXV1pWvXrjz++OPs3LmTHTt28Oabb155gy6Rh4cHFouFjIyMSgG4EILU1FRatGhRsU2v11NWVnZOHtcqQP/3Ne/p6YmiKGzevLkiMPunf28735z9Z8/J2YDM09MTDw8PVq5ced46nO0xXbduHcnJyWzYsKGitxu46NoBl6pBgwb8/PPPCCE4ePAgM2fO5K233sJoNDJ+/PjLbvc/Xeprz57rf97kebUu9z3uSp3NJzs7+7ydFJdi48aNdOnS5ZLSxsbGVnyo2L9/PyNGjKjUYw/QokULbDYbR48erRR8Z2dnV6qzJN1sZPAtXZGHHnqIr7/+mg8//JDly5czevRoTCZTxf5+/fqxfPlywsLCcHNzu2A+vXv3Zt68ecycOfOiQ0/+3cNyVteuXfn9999JTk6u9DXm7NmzMZlMtG7d+rLa5ePjw+jRozlw4ACfffYZxcXFldp1LSmKgkajqfQPp6SkhDlz5lzTcv7Z8/XPHt+zQdk/gwkhBN9+++01K9tkMtGlSxf27dtHw4YNL9gzCvaerg8++IADBw5UGnry008/XXJ53bp1Y8GCBQQFBVUM+6lduzY1atRgwoQJmM3mih7yC7mcbw8upGvXrnzwwQfMnTuX5557rmL7woULKSoqomvXrhXbQkJCOHjwYKXXr1u3jsLCwmteL7D/bb733nskJSVx1113/Wf6goIC/vjjj0pDT3766SdUKhUdO3asyPPnn3/GarXSqlWrC+Z1vmsOOO+0cRe6bv+Loig0atSITz/9lJkzZ7J3796KOl5Ou//pUl/btm1bXFxc+Prrrxk+fPgFh55cTtu6du3K5MmT2bt3L02bNq3YPnv2bBRFueRg97/UqVMHgNOnT58zQ9ClOjvs5FL88/3a39+fqKgorFZrpffDs8MG//1NwtkZZm6XKUKlW48MvqUr0rx5cxo2bMhnn32GEOKcub3feustVq9eTdu2bXn66aeJiIigtLSUuLg4li9fztdff01gYCAjRoxgxowZPPbYYxw/fpwuXbpgs9nYuXMnkZGRDB8+HLD3am3YsIElS5bg5+eHk5MTERERvPHGGxXjyydMmIC7uzs//vgjy5Yt44MPPsDFxeU/29KqVSv69etHw4YNcXNz4+jRo8yZM4c2bdpct8Ab7GMzP/nkE0aOHMkjjzxCVlYWH3300UV74K5EgwYNAHj//ffp3bs3arWahg0b0r17d3Q6HSNGjODFF1+ktLSUadOmkZOTc03L//zzz2nfvj0dOnRg7NixhISEUFBQwKlTpyrGdwI8++yz/PDDD/Tt25dJkybh4+PDjz/+eFnfPnTt2pWpU6eSmZlZaRW8rl27MmPGDNzc3CpNM3g+Tk5OBAcHs3jxYrp27Yq7uzuenp6XteJh9+7d6dmzJy+99BL5+fm0a9eOgwcP8sYbb9CkSRPuu+++irT33Xcfr7/+OhMmTKBTp05ER0fz5ZdfnnPt1q9fH4Dp06fj5OSEwWAgNDT0vMMBLqZdu3Y88sgjPPDAA0RFRdGxY0ccHBxISUlhy5YtNGjQgLFjx1ak9/DwYOzYscTHx1O7dm2WL1/Ot99+y9ixY6lRowYAw4cP58cff6RPnz4888wztGzZEq1WS2JiIuvXr2fgwIEMGjSItm3b4ubmxmOPPcYbb7yBVqvlxx9/5MCBA+fU80LX7fk+wC1dupSpU6dy5513UrNmTYQQ/Pbbb+Tm5tK9e/craveVHDNHR0c+/vhjxowZQ7du3Xj44Yfx8fHh1KlTHDhwgC+//PKy2/bcc88xe/Zs+vbty1tvvUVwcDDLli1j6tSpjB07ltq1a1/O6b+gVq1aYTQa2bFjxzlj/C+Vk5MTzZs3v+zXPffcczz99NP079+fRx99FJPJxNq1a/n444/p1q3bOfeB7NixA7VaXfHhT5JuOlV2q6d00/v8888FIOrWrXve/RkZGeLpp58WoaGhQqvVCnd3d9GsWTPx6quvisLCwop0JSUlYsKECaJWrVpCp9MJDw8Pcccdd4ht27ZVpNm/f79o166dMJlMAqg0O8WhQ4dE//79hYuLi9DpdKJRo0ZixowZlepy9i78X3755Zx6jh8/XjRv3ly4ubkJvV4vatasKZ577rn/XEHt7Gwnu3fvrrT9Qqsgjho1Sjg4OFTa9sMPP4iIiIiKcidPniy+//77c2YDuNBsJ+dbiY5/zZ5RVlYmxowZI7y8vISiKJXyXrJkiWjUqJEwGAwiICBAvPDCC2LFihXnzKpxodlO/jnd3Fn/nq3hbH0ffPBBERAQILRarfDy8hJt27YVkyZNqpQuOjpadO/eXRgMBuHu7i4eeughsXjx4kue5SMnJ0eoVCrh4OBQaTaeH3/8UQBi8ODB57zm38dWCCHWrFkjmjRpIvR6vQAq2nOhc3v2WvjnOSspKREvvfSSCA4OFlqtVvj5+YmxY8eKnJycSq8tKysTL774oggKChJGo1F06tRJ7N+//7zH8bPPPhOhoaFCrVYL4Jzr/J/+azXOH374QbRq1Uo4ODgIo9EowsLCxP333y+ioqIqHZt69eqJDRs2iObNmwu9Xi/8/PzEK6+8cs50cWazWXz00UcV15Ojo6OoU6eOePTRR8XJkycr0m3btk20adNGmEwm4eXlJcaMGSP27t17Tnsudt3+27Fjx8SIESNEWFiYMBqNwsXFRbRs2VLMnDnzitp9oRUuL+W1QgixfPly0alTJ+Hg4CBMJpOoW7dupalPL9a28533M2fOiJEjRwoPDw+h1WpFRESE+PDDD4XVaq1IcznvCRdy3333nff9/HL+1q/UwoULRfv27YWnp6dwcHAQ9erVE2+//Xal/xVndejQQfTv3/+alCtJVUERQs5SL0mSJJ2rc+fOZGZmcvjw4aquinQDREVF0aJFC3bs2HHR4UNV6fTp09SqVYs///yz4lsNSbrZyOBbkiRJOi8ZfN9+7r77boqKiq7Z6pXX2gMPPEBiYmLF9KGSdDOS83xLkiRJkgTAxx9/TIsWLSgoKKjqqpzDYrEQFhbGV199VdVVkaSrInu+JUmSJEmSJOkGkT3fkiRJkiRJknSDyOBbkiRJkiRJkm4QGXxLkiRJkiRJ0g1SrRfZsdlsJCcn4+TkdMGVwiRJkiRJkqSqI4SgoKAAf39/VCrZr/tfqnXwnZycTFBQUFVXQ5IkSZIkSfoPCQkJBAYGVnU1qr1qHXw7OTkB9pPp7OxcxbWRJEmSJEmS/i0/P5+goKCKuE26uGodfJ8dauLs7CyDb0mSJEmSpGpMDhG+NHJgjiRJkiRJkiTdIDL4liRJkiRJkqQbRAbfkiRJkiRJknSDyOBbkiRJkiRJkm4QGXxLUnVgtcCKl2DbFDCXVnVtJEmSJEm6Tqr1bCeSdNtIioKdX9t/3/0d9JwMEb1B3jkuSZIkSbcUGXxLUnVQlPn37zlx8PMICLsDer0HXhFVVi1JkiRJulpCCCwWC1artaqrct1otVrUavUlpZXBtyRVB6W59p/B7SGoBWz/Ck6vg2ltoeUj0OVV0DtWaRUlSZIk6XKVl5eTkpJCcXFxVVflulIUhcDAQBwd//t/tQy+Jak6KMmx/3QJgG4Tocl9sOo1OL4cdkyFxN1w729guILFpgrTYf+PEDkAPMKuabUlSZIk6UJsNhuxsbGo1Wr8/f3R6XS35EI8QggyMjJITEykVq1a/9kDLoNvSaoOzgbfBlf7T48wGDEPTq6BhQ/Zg++5gy8/AE/YBQvuh4IU2PoF3PsrBDS75tWXJEmSpH8rLy/HZrMRFBSEyWSq6upcV15eXsTFxWE2m/8z+JaznUhSdXA2+Da6Vd5eqxvcv9gelJ8NwEvz/zs/ISDqB5jRxx54qzRQkg2zBkDs5mtefUmSJEm6EJXq1g83L6dH/9Y/GpJ0M7hQ8A3g3/jyAnBzKfzxFCx9Dmxm+3CT545AaEcoL4S5Q+D4yuvRCkmSJEmS/oMMviWpOijJtf88X/AN9gB81B//HYDnxsOM3rBvDigq+/jxu2aDky+M/AUi+oK1DObfA4d+vT5tkSRJkiTpgmTwLUnVwcV6vs/ya2QPwI1u9gD8mw7w7R0wpRl8GA5ve8FnDSB5rz3NvQuh/XN/zxWuNcBds6Dh3WCzwMIxsHO6fYEfSZIkSZIqbNq0if79++Pv74+iKCxatOia5S2Db0mqDiqCb9eLp/NrZB+CYnSzzweetAeyTkFRBljL7WkCmsMjG+3zhP+bWgt3fg0tHgYErHgB3qsBs/rD+nfh1NpLG1MuSZIkSbewoqIiGjVqxJdffnnN85aznUhSdfBfw07+ya8RPL7DfuOk3hEMLvaH3tk+E4re+eIrY6pU0OdD+1CUbV9AaR7EbrI/wD5cpU5fGPwtaI1X3TRJkiRJutn07t2b3r17X5e8ZfAtSVXNZoWyPPvvlxJ8gz1wbjjsystUFOj4PLT/H2Qeh/jtEL/D/sg9A0eXwO+PwdAZ9mBdkiRJkq4BIQQl5qpZ6dKoVVeLecZl8C1JVa007+/fz87zfaOoVOAdaX80f9C+LWYDzB0K0YtgTRD0mHRj6yRJkiTdskrMVupO+LNKyo5+qycmXdWHvrJLS5Kq2tnx3jonUFf9mwI1O8OdU+2/b5sCu76t0upIkiRJ0q2kGvynl6Tb3KXMdHKjNbzLPm3hurdhxYvgHAB1+lR1rSRJkqSbnFGrJvqtnlVWdnUgg29JqmqXOtPJjdZhnH38997Z8OuD8MCyq1uaXgiI3QietcHZ/9rVU5IkSbppKIpSLYZ+VCU57ESSqtrlzHRyIykK9P0EwrqCpQR+uts+veGV2vwxzB4IU1v/PbOKJEmSJFVDhYWF7N+/n/379wMQGxvL/v37iY+Pv+q8ZfAtSVWtOg47OUuttS/M49vAPpf4rP5XFoCf+BPW/XXjZmkezBlk71GXJEmSpGooKiqKJk2a0KRJEwD+97//0aRJEyZMmHDVecvgW5KqWnUddnKW3sm+NL17zb+Wr+8LWacv/fUZJ+yraSKg6SioP9S+wuYfT8HqCWCzXbeqS5IkSdKV6Ny5M0KIcx4zZ8686rxl8C1JVa0693yf5ewHo5fbx2vnJ8KMPpBx/L9fV5ILP4+Asnyo0Rb6fARDvoNO4+37t34OC+6D8qLrWn1JkiRJqi5k8C1JVe1mCL7hrwB8GXjXhcJUmNkX0o5cOL3NCr89DFmnwDkQ7poNGp19LHmXl+0raKp1cGypPZjPjr1xbZEkSZKkKiKDb0mqaqW59p/VPfgGcPSGUUvBt6F9DPjMfpBy4Pxp102Ck6tAY4Dhc8HRq/L+hnfBqCVg8oCU/fBVK1j/LphLrnszJEmSJKmq3N5zvdyO0o/ZexrbPAlaQ1XXRoKbp+f7LAcPGPUHzB0CSXvsvda+DcHBExy87A9rOWz5xJ5+wBTwb3L+vGq0hofXwZJnIWY9bHwfDsyDXu9BRB97L7kkSZIk3UJk8H07KcqyT/VWmAquwdBwWFXX6KaTVZKF2WbG18H3P9OWp6aSsngNvoN6off2vHDCv4LvMrUjWpsNleom+ELK6Ab3LYIfh0HCDojfdv50bZ6093BfjFsI3Pc7HP0DVr5iv6nz55EQ3h16vw8eYde69pIkSZJUZWTwfbsQApY8bQ+8AQqSq7Y+1UhWYRnuDjqU/+hljcuL457l91BsLuaJJk/wQL0HUKvOv1qWzSZY8f5GEkv8Ue3Zg2eACb96vviEOONb0wVHN/3f5ZXkcCorkJ/nrENvWUUbFCLr1MFYvx6GOnVQOThc6yZfGwZn+xjwxF1QkApFmfahKGcfbiHQ7c1Ly0tRoO5ACO9mnw982xQ4tRq+2Q6PbbbPtCJJkiRJtwAZfN8u9s2xDzc56+xQh1vQkZQEVh2JYljzLgS6up43TZnFyopDqczdcYbo2Bza1vXiq3ubodecP5guLC/kmfXPkF+eD8Dnez9nS9IWJrefjI/Gi7yVcehqOOHQ1AchBBt/PEZiiX2Ms02lJT3FTHpKQkV+br4mej5cHzcPDUnbBItq9sKiVmNRq1kDHNi5gybTpuGWl4c+PBzv58fh2KnTNT1O14RaA8Ftr11+OgfoOgEajYSFD9nHgq97B4Z+f+3KkCRJkqQqpAghRFVX4kLy8/NxcXEhLy8PZ2fnqq7OzSvrNHzdHszF4FID8uLt8y0P+KKqa3bNZRQV8N6kWdTMqUuS02lOeaVTs05zBtRrRrNgN9Lyyvhx1xl+3Z2IR66FZmUafJVS4tBR0Mydqfc1Q6epPOzDJmw8u/5Z1iesx9vozYMNHuSLvV9QbCnGSevE1+WTcD2mQQEcWvoRbREcWJcIwkb96B9wMZWTXepAvnMIRSHNyLc6YbMJtDqFhkkLOeZQQFzNUByEoEFwMFHx8VgAhMA/KQfnPD/C4tZRa/xjuA4ZUhWHtWqkHIBvOtp/f3QT+DWq2vpIkiRJ53WheK20tJTY2FhCQ0MxGG7t+8wup62y5/tWZzXbFzgxF0NIB4jsDytehJLsqq7ZNSeE4OnZn9A+pwMAAQVhBBSEkZ+UxZf7phCt01OeV5cGpUaGlWlwEnqKTUnkOJ/Gs8yN8r11eFq9lyn3NEWr/jsA/+bAN6xPWI9WpeWzLp/RwKsBHQI68PLml7HGF1GYkMcS/WG0aAjY54az2Q2N2pk6GevxzthH0PffUbJnD5lTp8HJBWhadmC/9wDSC01sDWxHgdtxEALXOwIIadCWNuohrFz+J0ePR5Mc6E5KgJlTtTuzfscOVEeOoHJ0RAiBs7MzI0eOxKG6Dku5Wn6NoMEwOPQLrJloHxcuSZIkSTc5GXzf6ja+D8l7weACg76G+B327SW5VVqty1FWbOb3j/fh4mWk1yP1UVTnH5v94aalBMa7AqAOseHkoyZjbynOZR60S+lES1UZilCjEfbLXuVSTLExBgCzPofQsgyioxSeVe/j8+FN0KhVrItfx9QDUwGY0GYC9T3qYy63UsO5BjO6/8D6DxayWnsQoQjMWDmpTgV1Khig2FGNt7oJbjodvk8/jbZmJJnf/I5aiaR5+ml2lxRyNNK+umMRKr6M+YqpZ77mZcf3yd/pg6tVi9U1hgJ1ARatDYvWwb4aZL596EtBQQHbtm2je/fuFz1+MRmFTFt/iuGtatAs2P2qz8cN1eVVOLIITq+DmI1Q8wJDb2xWiN0IuQlQnGm/ubgow/67wQX6f2Efoy5JkiRJVUwG37eyM9vtN68B9P8cXAL/ns6u+Obp+T6yOZmspEKykgo5tiOVyLZ+AJgzSyjanQoWGxklJZhOnKBHcTNsekHT1hF4dgjEeo+NvVtPE7X6NNpsPQCFrpl079WUDXv/QOQL3NzcyMnJodAphkaZruzYnck49QGe6OHEy5tfBuCeiHsJT27BjOlbKckvx8ndgJMpjYPmEwgFihH4ZTdE6HNRGbPJVYrIM+rJi6jN6WXLCV+5l7ZFERjqjQDAho1E7SaEyoqm3Ing7EYMNdekvLycjEI1YMVN78Id5hZkWwqx8tcS7JZyLAk72K4pJifckx07d9GuXTtMJtM5x60gu5To/eks/HMnJkM0cw65oLl/CI1qBV3/k3atuIdC8wdg13R77/fD686dftBqhl9GV76n4d+86kDn8dezppIkSdItZPLkyfz2228cO3YMo9FI27Ztef/994mIiLjqvOWY71uREJB6EH6+1z6+u9FIGDTNvi95H0zvDE7+MO5olVbzUlitNua+tp3CnDIAjE5aRr7WgrIdqRRsSgTrhS9ffS1XPEbUQWXSIoRg3+FjvLb9VRK0JxlcNBglU8Hd3Z1HHnmE+fPnExsbi6bcCdfsxqw1FZPU+HNKbGl0F4NpGtuLvPS/F3+xmlLIdjoJCniU+qLk1kJBYa/7UQ6FzOP5lLvxK/PnqDqRZLX95lYHoSdIccXsXo5zugv7NHFoFRW9S3eyK/cprEIHQLm6lBj/jTxd0AsjGg4HmyhOLqFuqQ1HtT3wtJmL+VW3m3y9hfrG2nR0qoutxIK50Ey+Xs3eAjP5WWUIxUq2525s6nL761Bo3boNXbt0Qq/XI6wCRV3N59IuTIfPG4O5CIbNgnp3/r3PaoZfH4CjS0Ctt/eMO3jZF+5x8LL3fG/9HPQu8OxBMLpWUSMkSZJuXbfimO9evXoxfPhwWrRogcVi4dVXX+XQoUNER0efd7jn5bRVBt+3ksJ0OLgA9v8E6X8t++0aDI9t+fsr95wz8HlD+6qDr6VVXV0vwJJVQnlSIVp/RzQeBk7tSWfVd0cwOmkxmDQYsktp4qpDa7ZhxUZ6YBnHywspLD1JZEYrVEB4Yy9sp3IRZhsaTyMeo+qi9bL3DG9J2sJnCz+jfrZ9+MqjjzyKr68veXl5TJ06lbKyMkwFwZiKarA7aDnBOQ3xKbT3FBsctbToG0oucazbuAaAALM/sfmh1DQYqNPCF7/Ovny8Jpr9Bxcz55gFTUgHNnjGk6jkYDZbAAgMDCQpMQmBoHN5XVqrp7HG4sOO/DFoXbSkNtjKiGOh1CwLJN27gMbP9KKkwMxPb+7E02KlsZsabblCrCqdtbpDaIWa4WXt0KOtOI7bCy2kWQRpTrGoHRJQ2QxozEbK9fYPAk5OTrR1a0jQGRPud9bC1MT7Bp7lK7D+XfsQKo9weHwHqLVgtdhnRIleZF+mfvg8qNWt8utsNpjWBjKOQedXoPNLVVJ9SZKkW9mtGHz/W0ZGBt7e3mzcuJGOHTues7/a3HB5Pbvsb2s2m71HryDV/shPguMr4NQaEFZ7GrXOvkLgHa9XHut6dtiJpRTKi0F37nCFqmIrs5DxzUGs+fZeWpVJQ2m5jQi9Cu967rjnl0OZBcw2LA4qNnqeJDYtnlJVGdZyZ6wlNsKaeOE3qh7lyYVkzYrGkllC+lcH8LinDoZabgRZgqifUx+APW57OGE5gS++uLi40Kt3LxYvWkyR0xn+z95ZR0d1fW34uaOZuLsCIZAEDe7uWijSQil1d/f2V7evTmlLWyhtoQLF3TW4BZIACXH3TDJ+vz8OBCgOEaDzrJWVzNVzk8nc9+6z97tj8GZA2UiyLTaOKW34dfan17AwduzezqZNmwCItoTwlTWAVx9sSf9ov5rr+Oa2jhwJVmD65w5yU9fz+uDX6RjWikkR1ezfFU9mZiYAUe7hNMkNoMj2LLLqN7xGhfJEv0hK/wlEb8ylVFnBE67vMHDnXl7s+CJdbmnM+l+TyC+1MbyjkoA/d+DWVE2ZIyyQ0wjUhxOslgjXKol0V/GupYBhWnGuFhEdyIqXyXIsxOicAhUVrKjYgpfsgue8Q7jt9cYjyh8nJyecnJwIDg5Gp9PV55//4nR+BHb+AEXHhG1mmztg3r2nhff4X88V3gAKBfR8Dv66C7Z/DZ0eEDngduzYsWOnYZBlYQLREKgdr7pzcllZGQCentdeO1Wn4nvDhg08/PDDZ4XsBwwYcMGQvZ0LYLNB2mbY8wukbYHKPLBZzr9tcHtoNRFibzl/u3KtCyhUYv/qkjoX32aTlW1/H8NstOLs6YCTuxZnD63ImfZ0QKM7/RYsX5WOtdyESWVBLauwVVnwADx0SkgUOeo2INFg4oDjESrzCgFwsGlBZaTM/TDNeo0FQBPojO8jrSn65TCm9AoKfzqEekAgf+3+B2QgAFK1qTy38TlmD56Ng8qBz7M+I0jtj9qs46hTIjGm9jRxUOKvNbM6cRufpc7HajUD0MYSzn5LEKP7hp0lvE8RqraQDjj5eOGsVRGfVkZivpr/DR6PJfMgBoORJE0UsbkpeOBHC8U4hvZsTPXBQvTxuSBBZh8jJZnlzEmaQ1JJEi91eImgpu5kJZeyq8idTn1CCFu7gwOtG1GhzSKz0o/ljZbwQs5IvC06BjkeRmmT8Q/2p+ew9vy+YyfBVT78HTKfqaXdSKOYIkUFRVRAeg6kH6wZv5OTE/feey/uF/BJr3ccXKHHs7D8BVj/AZzYDAnzQKGGcbOg6YAL7xs9Cnw+FNHv+OlCjNuxY8eOnYbBXAXvBjbMuV/KFv0krhBZlnnqqafo1q0bsbGx1zyMek07uVTI/t/859NOynNg36+wdzaUpP5rpQRO3uDiD87+ENBSiG7vyEsf96NI0OeLdBT/FrU23IX7s0kt0PNQ78Y1Vn3rfk3k8Kbzd9NUKCW63RpJi17BmHL05H2xB0mGV0K+Yr9TEvedeI6w4kDC/HV4OahQ+eiggy/fzZqNSV2KDZkt/ptpl90LnWQDScbBwYFBgwbRqpXwhK4oLefYvD1kp2SSqsynSFGBp5M7d9xyG08nvcCOgp34OvriVebCPVmjaVQdzN/aeKolEzGBTTGXGjimz8AmiX8TV9mRNuZwHGy+zIxy4psp7VCcx32lfNkysp58Cl27OKTPp/PY73vZnymemid3CqPKZOXvPZl8qvqdTpZx2PDAoZknxtQyZKMVl94huA0MZ0nKEt7c9ibVlmoUkoLb/KfgtqgNVrNMZDtfju7ModhnD1ZVNSmOx9nrt49bC/szuLAXS7R7kJFZE7iGcm05fZPvoElRWxw90+lva0yuoowvg/8koiyAWH1TDJIJk4tMoT6XKknCp6qKPmmZWJAwocCk1BBy71SCe3ertffMFWExwlftRPt5EA+R42ZBs6GX3vfgXyJFxcENnjhoj37bsWPHTi1yRWknJv0NJ74ffvhhlixZwubNmwkODj7vNtdN2sm/qc2Q/U1NSZqI8CUvB/mky4XGBVqMFb7HnhGimEypvvhxLoTOQ4jvWnQ8ySs38NEfG1DLJg5nl/LV7XGkHygUwluCNv1DMRusVJYaqSwxUFlsxKA3s2luMu4+OhTrUpBk2OSyh0zvKpzKPbDk+pCKjfkRs7mt6y1gLWftgt9RqpVINiVO5Y2w+ewgpKALVqUeZdNMCovz+eeff9i6dSt6vR69Xi8GePJXpZIV9C6OovL7JN5U30WSQ19ypDy6l8ehRIGskRjUuhfz968kITtZ7CSBm9qTFvpgomzeSEh84Gblo4mtzyu8Aawn3+tKN3dCvJz484EufLIyiekbU/hle5pYp5DoFGLAK+t9CszvYzgZ3deEu+LaLwyAoY2GEucXx0c7P2Jl2kpm5/xEl5BCWqb04+iufJCUeOdZyQuCJuVB7LAF8nt1I1w1SQA4OqowOhqRrTInQvcQXdyWntZGIMEvNg0njMNICPyastJCnsiZhLJYSUmhhYV+uRQ4OnJAttDywEFUgCNQ9OguvH6fja5F7T20XTYqLfR+BebfB5ISxv50ecIbIGY0bPgQCpPs0W87duzYaUjUjkIEN9S5r5BHH32UhQsXsnHjxgsK7yul3sT35YTsjUYjRqOx5nX5ST/j/xTlOTBzOJQKgUZoF2g7GaJHXtXT2nlxPPnwU0st5s1mMz/89jd91UcB2Jtk5MmfZFolGABo1NONmKE+uGlPRxtlWWbtL4kkbs3h0E8JtFBJVEsGZjpvhwOj6KF2xqY0kOecxXbTenau2UTXvK74GHwwS2a0+jCcDQGMS3oOmyzTqGkoQx4eytatW1m/fj35+fkASJKEt7c3/v7++Dh4EGr1xqlQgSm9AtlgIcocShShADjEeuE+vDEhblpydOXEx8cTHR1N586dCQ4OZsOhXP5vbgIGSeapuzvh4nDhhx9r6Unx7S6uWaNS8OKQ5nRp4s3Tf+yj3GDhy4ltCNz5DSgScGtbQdluVxSOKjwnNjvLgcTfyZ9Pen3CtuxtvBv/LtttS/DNb4xvZRg7QhdjNq8lrmIAemdnHjc4IbWIIPfQVjSyijFV3bjftyvFyXvx7diDpCwzGpMVg07FVkmiIM8RqegeiixfU77rG9xb34+Hd2uam1I5oE7hSHQ0u/3b4Cqpidi7ibb5yaTe/yCRf/+JOiCgVt4/V0TLcWCqBO+mENH98vdTKIXg/vtu2PY1dLzfHv22Y8eOnYZAkmpPz9Qhsizz6KOPMn/+fNavX09EREStHbvexPcjjzzCgQMH2Lx58wW3ee+993jzzTfra0jXH1XF8MsoIbw9IuC2ueBTB8WpulPi+9oj30VFRfzx55+Yc3NrlrVRZ2M+4oipOhCFn4kXqu/CZb4Lb3Z5k76hfQEhintNjKI8q5KmJcLC7zfXdbQvjkKpzgCgxEe8QcdmjsVgM6C1arEpZFbZ/NHixwTAZhLpIO2GhKNUKunevTvR0dFkZmbi5eWFr68vGo3mnHHLNhlLYTWm9ArMBVU4NHHHIfJ0jvygQYPo378/SqWyZlnPWH86NPXBZLXhprv4rIO1tBQQke8z6dnUh03P9aHKZMHLWQsbxXbOrbWoW8ei8tGhctOe95idAzszb8Q8Zh+ZzXTVd1iNMm3DWvFMu7/J/mkx68rLKKsuRDoSL/4OBj8cJCVF367EdHg+Wb+swLfXKyBJHKgw8/Pj7VmblE/k6r8JXVCGJJdy2PlTwqIfowMRWHQyh6tT8Q5W8uCD9/P2P13x+PJlIopzyHjwIcJ/nY3iArUbmZmZmM3mWv2wAsSHdvu7r27fs6Lf30HPZ2t3bHbs2LFj56bh4Ycf5rfffmPBggW4uLiQe1LnuLm5XbMhgeLSm1w7p0L269atu2jI/sUXX6SsrKzmKyMjoz6GVz+Yq0VU+0IYymH2LaIozCUQ7lhQN8IbThdiXmPkOyEhgenTp5OXm4tBVrFLFUOXriIfWO18jEptAbMD38emsFFmLOOJdU/wv23/o9oixLZSrSDSrxq1AjYpjiIbNSglcNR5oDQ7gU08G8pmGa1Vi0qtYYUxhnxDI24Z1ITI9qLQMSjKnYAm7jXj8vLyolWrVgQHB59XeANICgm1ryNO7fxwHxxxlvA+xZnC+xQ6jfKSwhvOSDs5T8GiTqMUwhtq/gaSowcOkR6o3C+eJ6ZWqpkaO5XFYxfx86gZfNvvWyI9Iun66CM4WSwYdDqqrVZcysqJ2LEGAE2Tfjj3HYpD69uRJInsagM5lRYqvvyd0Yu+IeyfWUiyjO7WUfxwh4YXQz9Hr6imQ0kYLgodVVVV/PHXH0zu3Zw3Ok2lROuCMTGRrGeeRbZazxljcXExP/30EzNnzqSgoOCSv6t641T0G2DbV+J/zo4dO3bs2DkP06ZNo6ysjF69ehEQEFDzNXfu3Gs+dp1Gvq80ZK/VatFqzx/1u6FJ3QjzHxCWgFFDoetjENrp9HpzNfw+UTTAcfSCO/4Bj7C6G4/jtXW5NFQbWTR/KQnJ+wGoVLmztDKMh3u1IDbYiz2rkzHo8tF7JKCUbAQxhL7Rvsw6/DN/JP/B7rzdfNDjA3S5arTJJlaqD5OpFGNp7NcCcgIoLzJwNEjFYn0pzgoTt7bwYkFyFflWGNYygCf6RWIyWPEKcqJpB/9a+bXUJqdzvi+R2nDqAeh8zjQXwVvnjbfOu+a1Sq2me79+LF+/HoDubq74P90XY4oOczaoGk3AUlANkg19wS5w7UhSthOuu1YgqdX4v/oKHuPG8b2hlGc3Pstr8te8k/4oA6tb8bd2OxlpGexZ+jLaNibedWzKe4v3UbluHYdf/wD3jiNwVjmBBCCxNHkd1pOiPD4+nmHDhl3RtdUpMaOFX3hhMuyYLhxU7NixY8eOnX9Rl34kdSq+6zJkf0NgMcG6t2HLFwh/OyBpifgK7iBEeOQA0Ro7bTNoXWHSvLqLeJ/iKiPfZWVl7Ny5k+1bd2CxCS9uNyJILfAjSAsjIn1Z9c1BnMuaUqEtRK2Arjm9URniUB5z4TbnULJ1ayioyuXJvx/jkcxJJGqyKVdUI0lKXIqbUp7rARjQ6FS881QnHFcm8Vt8Ot/vF56grULc+fjWVkiShFanIm5QeC3+YmqP02knFxHfFpPo2ghXLL7PR1zXrmQUFODu7k6H/v0BMKaVUzBtvxDegOuARnRq35nkFzZT6RyMvlU/Yp6fimPbtgC4O7jz/YDvKTYUk7BzN6FLdfQwRbNBcxjvLB/CHXM42Owga+U4RpX2Q2kJR95SQgXivZStKOGYJq1mTPv37aNv377Xz/+7Qgk9nxe535s/h+YjwafpxfcxVUHRUfBvedX+sHbs2LFjx84p6lR8T5smWpr36tXrrOU//fQTd955Z12euuEpSIZ590COiA7TZrLIVd31I+yfA5k7YO4k0fbaWCY6Tt42FwJb1/3YdJdfcCnLMmlpacTHx5OYmFjzJKiwanEui0Rj8qQDgBEWvr0LgHJtEZuCVjO8aAiYDLiqj9Dd3BxDmURFeTf0koFKychexQnMCisaBx1Tp9zB8S2V7F8tUo2iuwXi5KTh3dEtiA5w5Y2FCfi5OvD95Dgc1Oemg1xvXCztpAZD6ckfJPE+uEbUajW33nrrWcu0Ya44RHthOFyE0ssBl25BSGoFzboEcWhjFvk976VVdDRFWZWUFxmoKKqmvNBAYWYl+Wka8iw2Ojj5k2MpIVmVQzN9KA8lDyNEcgcPkK0mTNm7OOxfTaO4PuzISIVqiHGIIKeqgGJLJXv27KFr167XfH21Rsxo8X+YtgXmTIR71164+LKqGH4aAgVHILw7DPkIfJvX73jt2LFjx85NRZ2nnfznkGVxY1/xMliqRURzxJfQfLhYP+JL6P2ysDvbNQMMZcKvePxsCOtSP2M85XZyMu1ElmV2L0/DbLTSaUQjpJP2eSkpKaxcubJmxgLAUfJCVexHi7bNcemk5p2fdxJsUhGNBwq9BptkRu2fyM9Zb2IxWVmo3UW5opol2j3nHYqrkyv3P3Q/Tk5O+I22UVlkIO9EOa36nK4NmNQpjIEx/jhplThq6tUd86qpiXy7X0RUn3r4cXATnRjrCI+RjSlzVOHcKQBJLc7Tsk8whzZmceJAId8/sfGC+xZpFKS4aulUEUWhooJiRSW7Vck4GtuwxkFiXNU6TLv/pgmwNW83hU3icHBwYMDEoez6bg2bFEeI3xZPp06dzptDD5Bflc+qtFWMbjIax6uwgbpiFEq4dSZ810t0zPz7Xpj4u1h+JoYy+GW0EN4AJzbBtK7Q4T7o9QLo3Ot+rHbs2LFj56bjxlAyNwqyDEueEuIboFFvGDUNXP9lyebiD/1eh+5PQcJ88IqEsM71N86atBMhvlP2FRC/IAUApVKiWU9vVq5cyaFDhwBQqVS0atUKb00Ee+bng8bG65aHqNheCs3gBLBNVjCioD9jS3vjWdYHAEcfF8Z3GsP83cuwWCy4ubmd9eXh7kGjxo1qRJlCqWDgfcKGUvrX9L6Py41TCyDL8uVFvq8y3/tKUbpp8Rx7dmqFh78Tjdv6cnyPsGTUOqlw9dLh4uWAi5cDHn6O+EW44hnghEKpQL8rj/7zzPyj3kGhooL5ikRmGUJpevsDdGwVRdqnH5MfHANAa40S12APYptHs+PoMcory0lKSiI6OhrZZkM640EjpzKHqSumklWZxfHS47zW+bU6/V3U4OwDE2bDj4Pg6ApY9w70PePcJj38Og5y9ok6jFu+g90/w5FFED8NDv4J/d6A1rfX6YOTHTt27Ni5+bCL79pClmH5i0J4SwoY8DZ0fPDiN2atC7S9o/7GeIoz0k6M1RY2zRHNZGRsbFi3mZX7M7BYzEiSRPv27enVqxcqScPs17cDsDVgIRWqUrCpkE0ejJO6c0tuZ9yrhO2c0l2La78wHNv4IiklHut6GV03T/Jv0X0jYtNXgcUCXCLnu57E94Xof1c0HUdE4OimRau7+EeBUzs/olr0YVhCMH8v+AO0+Yyo0vH9ljSGPjSJrRoVxsNJuJSXEzL3D1K378Rj3N00swaxX3WCDb/8hiZ+G+bcXNxvvZWAN98gV5/LXSvuoqK4gpYVLVlzaA13xd5FsEvtNDG4JIFtxEzUvHth0yei22vMaDAbYM7tkLFdpANNng8BraBJPzi+FpY9Lwo2Fz4iBPmIL8Evun7GbMeOHTt2bnjs4rs2kGVY86aIiAGM+Ara3N6wY7oYZzTZif/nOKZyEz7eetK1yeitFWCBAP9ARowcTsDJRipb/z5GdbmJMl0Bh/w30sFjOFVbe/CwQke4TTxgKJzVuPQOwbljAJLqvxsNPJVyImk0SBdrMdvA4lupUuDhf/mNDhRaJS3aNiczrTvx+zfirkvD8YSOjQdT2Z8oGiwVqA9j0MjIh5KoPvgMkZ3v5kCIRJ5WRX5VFR42G6Vz5yIP6829GR9SWlJKn9w+qK1qGpc3Zvr86bxx+xsXTFGpdVqOE3UZ276Cfx4S/vobPoSUdaB2gkl/CeF9isZ94IEtwill/QeQtQum94DuT4uZLNWNM0Njx44dO3YaBrv4rg02fAib/0/8PPST61t4A7LKDaO1FUWGPrjtzsbTM5VDqgywglZW46tvhGN+BN5evgCU5lWxf60ohNwRuoDJqtHE7epNJBLYQNIqcekZjHPXIBTa678Ysq6xlpUCIuXkopH8arHdjZY7PGhUb7KyssksPEYz3TFWLcpHZbMREhiGu3NvFpuP4q0PQyFbiNVkEWHTkqLMI+vOuwk7mkj5kiXsef1J8m6R6JfXH7VVjVqrxmw0Qwp8Pf1rxo8Zj5+fX/1cUL83IS9BCO4f+oLNAkqtyAMP6XDu9ioNdHkUYsfAkqchaSlseB8O/yMevEPa18+47dixY8fODcl/NzxZW2z5HNa/K34e+C60v6dhx3MJKrdnk/XuPgrN71AsdWSD424OnewoGSUHMc7YmYGqYFpVmNgz7QA2q40tfybhI0GUewUfFdzFhIQ+RJokjMioOgfg/1x7XPuE2oX3SWx17PHd0EiSxJT7xqNTeiArLKjMxSBD5X5vcjda8a5qBJISm0LLAUsj/M1i9uRIXjbmuyZiVkmEppsZlNkLB7MDHh4ePP7o41REVWBSmCjOL2b69Ols3Lixxi+8TlGqYOyP4BEuhLdCBeN/gUY9L76fayBM+A3G/gSO3qJB1oz+sOwFkTNux44dO3bsnAe7+L4W4qfDqpNFWn1ehc4PN+x4LoEpu5LShSnIFisHlSnM1+ykWFGJzkHHhAkTGP/8nXj3bQwaBa5KiaCcSo69upXm6RV0clbRDE90Ni052JiNkdktXfAf2QSl06U7Pt4sVJWXUV6Qf9FtLsvjG25Y8Q2g1qi55/7JSDbRQVRXFYjZ5kiS2soKnYkfg7eyMnw+FZoSCivc8LG5YpNtfLRoFkviFGzu3g0VLjg5OTF58mScnZ25b+B9rApaRbZjNjabjbVr1zJjxgzKTj7M1CmOnnDbHxA9UgjqpgMvbz9Jgthb4JGd0GoiIIv0s7mTRTqaHTt27Nix8y/saSdnYjHCgT+gzaRLN9M4vACWnWxV3eNZ6PFM3Y/vPMiyzJykOTipnRjReMSFt7PayJ57kHyK2eSQQAVGAHyc3bjj/ntwcXEBoLStN+uUZnTrsmlvBEcAhUQFRlaoi1hldqPCQ0tssAevDGlWD1d4/VCUmcGc15/DUFlBULNoYnr1I6pTNzS6s+3xapxOPNzPexybzYq+tAS5sBCbyQGbQYOcmYEs23D3D0SlvjEeZrx8PRkz7jZWr96JKqYpFU5qnAwWgqrMOFf3I6/cwEzPDNoYC5lgCqLAoZygKj/KQ8dhVNpQmc2MDAjE01PUIER5RtGjcQ9WKlcyRD0At2QXsrOz+f6rr7h96lQCAgPr9oJ8omDcrKvb19ETRn8LsWNh7u1wfA3s++26T0GzY8eOHTv1j118n8Jmgzm3wbHVUHIC+r564W3zDsP8B8XPHe4Xvt0NxPqM9bwbL9Je/Bz96BjQEQCLxcKBAwfIzs6moKCA/Kw8qi0G0JzcUVZgMTsx3esnFi+Lx5M4MvOdyNZnotAUofAtZkRWH7rom1GuqGZ7rwPcHXc/9/i54Ky9ud42xio9Gp3jRfOzK4oL+fvd1zBUVgCQlXiYrMTDrPvpO5p27kZsr34ENYtBkqSayLfiPJFvi9nM3NefI/f40ZNL2sPxjYDw2g6OjmXca+/dMK4vsbHhxMaGX3C9zSZTUGkkbXsmjluOU6UwoQWQJTruSsC2M4nquP5IChXaRu483PphtiSvpvlSKxXecZR6HqGSKmZMm8bI1q1pPnA4VfG5aIKdcYjyrK/LvHwi+0GvF2H167DiReGQ4nKB3HWbVcycGUph2Oci/cWOHTt27FwXTJs2jWnTpnHixAkAYmJieO211xg8ePA1H9v+aX8KhQKihgjxvelj0DpDtyfP3a66RIh0sx4ieoo87wYSSiariY92fVTz+vWtrzNvxDw0koY//viD5OTks3eQxVDVBm90lUHsa/opskImszqBTBLABRxcTm++0imFgqx+BDV358tRz6OQbq4sJdlmY+tfv7N93hyCm8Uw5NFncPHyPmc7g76See++TkVRAR6BwQx/8gVS9uwkYf0qSnKySVi/moT1q2nauTvDHnsWa6mIfKvO4/G99Y/ZQnhLEkrJhkK2IWl0KNRajHo9mYcPkXM0icCmN8esgkIh4efqgG//xhTub8wOvWhY09PcnMg2wg++aGYSIPzIXdt48OCWR6j0bIzCBu5FrdC77sOgq2begQN02VVFczkclBK+D7RCE+JyoVM3HJ0fEf79Oftg6TMif/zfyLKwLNz5vXgd1hVa31avw7Rjx44dOxcmODiY999/nyZNmgAwc+ZMRo4cyd69e4mJibmmY9vF95m0vxuMFSJqtfoN4cN9ZgGlzQp/3Q0lqeAeCrf+XK/RKtlqQzZaUTiKtIRZh2eRUZGBr84XpUJJVmUWn+36jIgTESQnJ6NSqejQvgO6gwZcilQUUE1yicgvdnDczsziA3xhuIWVfpFUqw+gUFYT5RVOI/cwgl2CCXEJIdQ1lCDnoHq7xvrCZKhm2VefcmznNgAyjxxi1vOPMfjhJ2nU5rRbhcVkYsFHb1OYkYaThydjX3oLVx9ffELD6TByLNlJRzi0fhVHNq0jedsmtgeHEnYy7eTfke+MwwfZuWgeACOffpkm2x6E4hSYuhzCOrP8m89I2LCavcsX3TTi+xSSJNF1aE+Kfi8h2OpJpE0UYZpsMjZjGSZHV1zLjFjX59LBN4qkKgNrXP4hrGw0Efp2GDVJpCjz2aI9TqXRSJy1KZk/70Y3uQmV5moqKiowGAy0atUKJ6fLt0+sE5QqGPmV6KB5ZKFIUYseefY2mz89LbwBNnwALYHshDUAAKGUSURBVG4F5Y2RcmTHjp3rnO3fgkcYNB3UYAHCG53hw4ef9fqdd95h2rRpbN++3S6+a51uT4CxXDTdWPIMaFyg1Xixbs1bIpdTpRNFWY71M+1tM1nR78ilcmMmVr0Zr9ubUx5m4bf4v2hU3oqxXpNwdnLkI8OrpG5KxVRlQqlUMmHCBHwztJQXnsAo29hV7oCMjLK5G2MaVcFueKyFL48NfqleruN6oSw/l38+epvC9BMoVSq6TriDxC0byE89zvz336Td8FvoNuEOJIXE0q8+JvPIITQ6R8a8+CauPr41x5EkiaBm0eIrKpoV337O1j9/ReHkjStnF1waq/Qs+/pTkGView+gSftOsPbsgss2g4aRsGE1yds303PSXTh7etXnr6XOcYv2Z8LDk5EtNswKibV/JJOeWAo4IRWnEeEZSlOtAhelRDsXHW4OXbEoKmlu80Y2x+KuPMEeUtivzeSAnIlsBX5ef9Y5Dh06xNSpU1GfzJs3mK0UVhoJ9qiHtvVn4t9CzJxt/Eh8joR3P/15sfdX8VkC0Pd12P6NSHXb9xvETanfcdqxY+fmoyJPBBEthprgzvWELMtUW6ob5Nw6le6q0jqtVit//vkner2ezp2v/fdpF9/no8+rIgK+4zv450HQOIHVCFs+E+tHfS1urnWMrdpC5bZsKrdkYdNbapbn/3KYdfpqxphEwWc5UIaJYe63YnIoREZm6NARhDj5k7dyLwogocpGkaqSuDGt6NcrDLZsFQerKq7z67ieyEg4wML/ex9DRTlO7h6MePolAps2p82g4Wz4ZQb7Vixm16J5ZCUm4BkYwtH4rShVKkY9+wo+YREXPG5s7/7kphxj/8olbNcX0kWjPqu1/NqfplNRWICbnz+9p9wjagxqfL6F+PZr1ISgZtFkJR5m/+pldB03qQ5/Ew2D+mRTHw0w9NHWbPhyI4cTbchOwaQYbZhyd9FuZF/kRD2RhlAAbLJMitHGYdfGDBsUy9LFi7HZbAA4yGp0BiOu3q7kWS1kZ2ezaNEiRo8ejdFiY9TXW0jKq+Cz8a0Z2bqeZ3B6PCui3oXJsPIVGPUNJK+EhY+K9V2fON2YZ8VLQqi3mih8xO3YsWPnatn2lRDewe0htFNDj+Ycqi3VdPytY4OcO/62eBzVlx+MOXjwIJ07d8ZgMODs7Mz8+fOJjr72jsZ28X0+JAkGfQDGStj/G/w1FaSTHtZdHxfNNeoQ2WKjfE06lVuzkY3C51jp6cCRcjMe1WZ81Ao6ax1YZzGg83cgONyLg+lbMFkKQZZwK4ll2/eFqFzK8FRI5JptrHfex/h7BtOxcZg4yRldLv8r7Fu5lHU/T8dmteLXqAkjn3mlJsdbpVbT964HCIlpwcpvvyDnaBI5R5NAkhj8yDOExLS85PF7T7mHwvRUshIPsyfCnyY6HQDJ2zdzeONaJEnB4IeeEu4o1aXASSu6M5rstBk0QojvVcvoOHr8DeN8cjUolAp6Pd4Tzd1vk1rlR4Q5gQ5fv4ja3x+r3kz8vBUkZyaySXWctsdvRZduYMZOFe89+TRYzZgW7sd0WIEsW6ma9yGFTbxY3aQJBw4cwM/Pj5WFbiTmigLZZ/88QJC7jnbh9VikqdKKpjs/DoR9v4JXY9j4MchWIbL7vSG2a3cXbPkCyjJg76zrvleAHTt2rmOqimHXj+Ln7s/YU06ukaioKPbt20dpaSl///03U6ZMYcOGDdcswO3i+0IoFDDiSzBVwJFFYlnjPmKauI4pX51OxXrR+Ebl64hr7xAKlAqOfHMAJwclLXXlSBL4BRfg2SWc1BM7KbVko1AoCAxqTqFeT2+1D54KCZMsM83nL+IGxtCx8Rl5xLpT4vvmj3zbrFbWzfyefSsWA9Csa08GPPAYas25rcCbduyKX0RjFn/+IbnHj9LnzvuI6tztss6jVKkZ/uSL/Hz37VQ6aFi/Zin9Ypqz6vuvAegwaixBzU7+w5566FE7ntWSvEn7Tjh7eVNZVEjS1o3E9Ox7DVd+/SNJEh0/eYTo5ctxGfQGKg8xC6B0UtNl8jCOJRSzY+dM/ApaE1QeieJQGff9doAfprTDZ3IPin89QvWhInQdH8BzzVu0KS1lT1wcq1atYrUpEmR3Wga7ciCrnPt+2c0/D3Ul1KseU1BCO0LH+yH+29OpJo37is+WUzdFtU60p1/2LGz8BFpPArVD/Y3Rjh07Nw/x08FUCX4tLr9fQT2jU+mIvy2+wc59JWg0mpqCy3bt2rFz504+//xzpk+ffk3jsIvvi6FUwZgZsOQpKM+BMT+Aom67ONqMViq35wDgPqIxTp0CkBQSB77cR5VjBkXuGZywWcRfzgSsPwGAQqHAqVl3dh+y8qjaHVdZgRELn/vNpahRLve2/PTsE51q7HKTR76NVXoWf/4hJ/btBqDbhDvoMOrWi+Z8ufn6c9v/Pqa6sgJH10s0yvkXjm7utEnLIz7Cn5QjB/n1xScxVFbgG9GYzmMnnt7wAg12lCoVrfsPYfOcWexdvojoHn0uOz+tJDebHf/8ibOHJx1Gjzvvw8X1iMrDA4+JE8+77o6YO1AqlPygn82Yg08TbVYx+2gJ46dv58c72+E3tinm3H1YCsFh6Os47liAd76FQl8VA1THcatsi2uGhNbPhZ0FFUz9eQd/P9gFV5USSaVAUtRDVKjPq6IFfWk6BLYRXuL/LqyMmyLS2sqzYPfP0OmBuh+XHTt2bi4M5aLJF0CPp6/bqLckSVeU+nE9IcsyRqPxmo9jF9+XQqWFkV/X2+mqduchGyyovBxqhHdJrp7UxCz03ifAJlIV1GoVXkZnXG06Kr3dmVOsZuweGy8LF2WOO2TyXuAPZGnzmdVlFup/3+xPpZ3cxDnfZfm5zP/gLYoy01FptAx55GkiO3a5rH0lheKKhTeArbISj8oqYrIKOBjii760BJVaw5BHnkGpOuNvcJHuli36DmTb37+Tl3KMnKOJBDZtftFzGior2T5vDnuXL8ZmFbUBydu3MOjhJwloEnXF13C9cXvz21FICrbm7qRZQUf62fT8km1j9Fdb+LB7UxSuWkIKqlBL7jRtfwchso1V1r0UKsswuyUQqY+jU56MbDSjyayi/I0tVCpUoDDj0iMCx3b+qL2vLBpyRWidYdJ8ODwf4u4Sr/+NSisadS1+UjihtL0DNDfmzcmOHTsNxK4ZYCgD76bQ/MJN9+xcHi+99BKDBw8mJCSEiooK5syZw/r161m+fPk1H9suvq8jZJtMxZYsAJy7BdVE5eJXHUXvfAIkmTyHPLKbZPPX6L8oXpuFeU0GllyZVsgEoUAGnHsEQbSNvE3FTGk2hTa+bc492am0E0OZsFCs44j+tSDbbBzetA4nD0/CW57nWs5DVtIRFnz8NtXlZTh5eDL6udfwa9Skjkd6urtlaJUZzdCR7F2+hN5T78MrOOTsDS8ivh1d3WjerReH1q1iz7JFFxTfVouF/auWsu2v32ua/4S2aE1RRhrF2Zn8/uqzdBh5K53HTjhb+N+ATGw2EUb9Rd4MI/5VXkx0zcQr05+Dvx0DoEgt0dpRhVKScJKUDDS35B/FDvTKao44HaaTJRIPnScSZ0SCbGoq1mdSsT4TbSM3nNr7o4v1QlLXwf+CdxNRgHkxWk+Czf8nIuS7ZkCXR2t/HHbs2Lk5MVXB1q/Ez92euq7v6TcKeXl5TJ48mZycHNzc3GjZsiXLly+nf//+13xsu/huYHbl7iKrMguNUoNHmpbgIjVWLez1P8aOXb+z/cQOOu68FaNnATIyKU6HeLXze6QUGLh3Typ3YGMQGoKQULhq8BwfhUNjd3rSiO0h29EoLuCcUFPkJwsBXk+2iVeK8OP+hGM7twMQ06sfvafch9bx/FFBm9XKgdXLWf/LD1jNZnzDGzPquVfP2zynLjjVYEfp5kavO+6ly7hJaBzOE1U1lIrvDuePrrcZNJxD61ZxNH4LFcWFuHieHr/NZuXYjm1snvMLJTniYc0rOJRek+8mvHUc1RXlrP1pOolbNhA/fy4pe3Yw6KEn8Q1vVKvXWt9MjBvLz4cWo98GweXBAFSpKjnmWIKiQwyxnSO5fdp2HCw2HuwQxhjP4fy2YR7ZymLmKePRyRoCVA4kpBtonnKIrjYZTavhKHUhGFPKMKaUwXwF7uOjcI6pn/fLWag00OM5WPgIbP4M4qaeP0pux44dO/9mzyyoKhQ9SFqMbejR3BTMmDGjzo5tF98NyN78vUxdMbXm9YcnniSYSP50Xs7MjQsBaJndC6NTJgCBxQV89mcxWU01jN6yhSqTld88dPT198DdRYvboPCaBjwAWuVFcn6VatC6Ck/zquJaEd9J2zZTXphPu6GjkBTX3g3zTD9uhVKFzWYlYf1qMhIOMvjhJwluHluzrSzLHN+9g02//kRxtvh9NW7XiSGPPn1+8VtHnGotf8rj+4LnvkjkG8A3vBFBzWLISkzgwKpldB0/GbPJyOENa9m1eB6luaIuwNHNna7jJhHbuz8KpYh06FxcGfrYs0R26MzqH76hIC2VX196imZde9Csa09CY1uhVJ37ry/bbOSfSOHE/j04e3pdUb55fXH7xMEsNMWTUnGcjZrFpDkfQZZktlQq+XZBCyrVnWgf2pbRo5qjUEhMjnBh9fL1ZGSfoFoykWI1oQuCpIBmOB/YR8zy//HLiOfo2aQ1kRlVaEw28uYm4/SmV8Nce6uJosdASarw/+75XP2PwY4dO9cflfmw4UMIbicacp0Z2bYYYcvn4uduT9qbdd0A2MV3PZFbZmD1kTzK9AZsaWmojydjTP+d58odyfXRUNKvIy2qI7FIVhIiMmiibkKMRwy+ia0p1h5CkiFuSzxYbfw6awVVIW3p0tiLr29ri4fTVfoC69yF+K4Fx5OspCMs+fxDZNmG2WCgy63X1ir7XD/ul7FZLSz7+v8oL8hj7psv0mHEGLqMu538EylsnP0TmUcOAeDg4krnMRNoPXAoinqeerOWlQKc5fF9Xv7l8X0+2g4eTlZiAvtXL0epUrN3xWKqTh7fwdmF1gOH0W7Y6AvOAjTt1I2gZjGs/uFrju3czuGNazm8cS06F1eadupKVJce+IY3Iv3gflL27iR17y70pacLcAsz0uhx+9TrSoCrNUrG3NsF6MIDplEsS13Gt3t+o8B0HJvTPhyd9mFxj2Flehn9QvsRFhbGXffdwZx3tpFTkIlLYwNFVdlgMHCodUt8igqJ2zyXN61+TNZrGeymRmuyok8qwblZA8wGKVXQ60WYfx+sewckhXBCuY7+Bnbs2KlnLEaYcxtk7hSdcbd+KaxKm/QTnw37f4eKbHAJgNa3N/Ro7VwGdvFdD2QUlPPNEx/QLnU3MWXZOFjNABR5erKm30CUVitdtwaDI7i0DuCnsbMASNmXz2+KmQA0ST6Kk74KADdjJXd2CeeVoc1RKa8hwqzzFPml1+h4YjJUs/zrT5Fl0fhk29+/498k8qw27VfC2X7ckYx89uWatIs7PvySdTO/I2H9anYs+IvDm9ZRWVwEgEqtoe2QEXQYdStax4ZpMX4q51vpdolizUtEvgGatO9cYzu45Y/ZALh4+9Bu2Gha9B6A2uHSdnSnHlyyk46QuHUDSds2U11exv5Vy9i/atk526u1Dvg3aUpGwgF2LZqHsUpPv3seqveHmMvBRePCuKhxjIsax/RtG5mZ8DvVmniSShN4dsOzBDkHcXvz27kl8hbaDWrMyh8MSCdUPP6/8axcvZy9e/eyp10cfVeuY4JBgQ2JLJNMmFYib2Vaw4hvgJbjIGc/bP8a1v4PilNh2P/Zm+/YsfNfRJZh8VNCeGtP3lfyDsGvY0Xn3L6viVoRgC6PnWVda+f6xS6+65jSAwkcefhp7ihIq1lm0WhJ9YP9bVoiKxRYFAp2eeSjs2Qz94SFqSnedGrkxboV27Go9SgsMjEJhyjQueFTXcboCEd6joi59sHVkuPJhlkzKM3LwcXLh9DYViRsWM3SLz9m0ruf4e4fcFnHkGWZrCMJ7Fm2kKM7RPfN8/lxax0dGfTgEzSO68Cq774SwluSiOnRly7jbsfV2+earuVaqUk7cb928a1QKuk0ehyrf/gGn9Bw2o8YQ9PO3c+bMnIxJEkiqFk0Qc2i6T3lPtITDpC4ZQPHdmzDWKXH3T+ARm3aE9G2PcHNY1Gp1Rxct5JV07/i4JoVmKqqGPzIU5ddtFlRXMiGWTMw6Ctp1X8wjdt1rHPxfn/nHtzfuQdF1UXMTZrLnMQ5ZFVm8eHOD/nuwHd83P1j3Hx1lOVXk7g1j/79+5OYmEgZEN9xJEqrBkc3DcstBu5Hiyq7Eku1iWxzLsklycjI9ArphVpRD9O5kgSD3gWvRrD0Wdg3G0rTYPwvF32/2LFj5yZkx3fiM0BSwK0/CbvSzZ9C/HdwYhPMOFn85+glLEvt3BDYxXcdYTMaKfz6awq+n0GIbEOv0eH1yKME9uvFcvM+vlj3Fd1z/VAoFISpPEg1FbFRfYSoIxuY9G0ZvYK8Ca1IABU0TTrG5pA4giLD8Fk+h6YOlksP4HKoBa/vlD07ObBG2O4MeuhJgpo1pzg7g5yjSSz85B0mvv0xau2FI7TGKj0JG9ZyYPUyijLTxUJJovvEKbQfMeaCKQ+RHboQ2LQ5hzeuJaxlm+ummNB2KvJ92WknF9+uVf8hRHbsis7FtVbSPxRKJeEt2xDesg2Wex7GUFmBs8e5Ed4WvQeg1Tmy5IuPSdq2CZOhmuFPvnDRv6UsyySsX836WT9grNIDkHZgL25+/rQdPILYXv1Ed886xEvnxUOtH+Ku2LtYlLKIWQmzOFF+ggfXPsjzce/BMjX7VqfTslcwffr0YcmSJWQHq/EsNNEuSs8mdTplB2JxUyr4+Kt3+NV3Xs2xOwZ05JOen+CmvXILyqui/T3gHgZ/3ilusj/0h9v/AM/r471ux46dOiZ1Iyx/Ufzc/y1ocrLp2oC3ocN9sO5d2D8HkKHzw6BpmBlfO1fOtVfF2TmHqp07SR05iqLvvkch29gc1BLrj3OIuG8qhAXy9YFpxBSLyHW7tnH0NballUW0fS8P9+WBsrV4pCdiUxlRmSXCzGam/vE1vToJz2ZLcS01xrnGLpdV5WWs+FYUecQNHUlobEvR5fGpF3F0c6cg/QQrp3+JLMtn7SfLMjlHk1g5/Qu+feAO1v08XXhxa7W06DuQye9/ToeRYy8pNp3cPWg/Ysx1I7zh3ILLC3IZke9TOLq61UnetUqtPq/wPkXTTt0Y/dyrqDRaUvfu4u93X6e8sOC825YXFjDvvddZ8e3nGKv0+DeOpP2IMTg4u1CWl8u6n7/ju4emsmH2j5Tm5db6tfwbB5UDtza9lb9G/EX/sP6YbWbeLX4eydlCVZmJxO05xDRricbmgqywICu2UfTjS+y2TGOPSnSX7VvcAY1CQ7RXNI4qR+Jz4pm0dBJp5WmXOHstEtkf7loBrsFQdBR+6CciXoay+huDHTt26p+SNPhjCshWaDkeOj9y9nr3UBj9LTy4BUZ9C12faJBh2rk67JHvWqbk99/JfVO0kS5ycOWblqMZ9OAEOrYLB2Bu4lykAglPkydqtZo4xyjMxhw6+7TAJ0jHmiNHqAzwxAnh2NEss5D2P36LykmH9aRQshbXUmOcC6SdVJWXkZFwkPSD+8g5loRPaDhth4w8yydblmVW//A1VWWleAWH0m3C6ekuF09vhj3xPH/+72USt2wgIDKKtoNHUFFcyJFN60lYv7rGkQSETV6rAUOI7t67wXK1a4saq8FLRr4vX3w3JOGt4xjz8lvMf/9NshIT+P7hqTh5eOIX0Ri/RpH4N46koqiAjb/+hKm6GqVaTddxk4gbOgqFUknnsRM5vHEtu5csoCQni12L5rFr0TwCo6KJ7t6Lpp27o3N2qbPxa5VaPu75MR/t/IjZR2az2XshXStvYc+KNLKSS3EsaYTJaz/F3hIqmysjjsIG73x65IcSgCsbuq3GOcKDpOIkHl37KCfKT3Dbktv4v17/R4eADnU27rPwj4V718Bv4yFnn2hDv/oNYSfW/m4IaFU/47Bjx079YNLDnNtFYCygNQz//MJF134x4svODYVdfNci1QcOkPjlHI63eYpyWy4/B0YzuEMjJkb5Yc6vorKynF2bNtKhsB0AbX2aY90migWduwXRtUMchh8XsiVtH7JCRm1SM/j5h1B5CpGs8hRCzXKywPCaOSPtpDAjjYQNa0g/uJ/8E8fP2qwgLZXDm9YR1CyatkNG0qRdJxK3bOBo/FYUSiWDH3kalebsYrCQ6Bb0nHQ362d9z4ZfZnB8VzwZCQdrijJVGi2RHbvQsu9AgprFXFeOGtfCqYJLxcUi37J8w4hvgOBmMYx7/T1Wf/8VeSnH0ZcUk1JSTMqenWdtF9C0GQMfeByvoNMNhdRaB1r1H0LLvoNI3bebPcsWkn5wP9lJh8lOOsy6n78jok17Ynr2pXG7jnXyPlBICp7v8Dz+Tv58Fv8FbTMHQCGUFxpQ4kKethA/ozd74toyaXsCWf83loyZKYRrlGT/ugdPn+N4q5TMHvE9T+58iQMFB7h/1f280ukVxjQdU+vjPS8u/nDXcuHlu3MGFCbBnpniK6gdtLsLmg8HB9f6GY8dO3Zqn9IMyIiHvb9A3kFw8oEJv4K6/uxy7dQPkvzvnIDriPLyctzc3CgrK8PV9fq6qciyjPF4KabMSmzlJsyFlVTtOYxZ549GoURxARGRpMxmk/oIWlnNeGMXNKhQOKmRx0aybWEqeanlmFUVGJ0y6NOqMe1vG1yzr/H4cVKGDkPh4kLUzh3XfhH758L8+ygP6MnPWzSYjYaaVd6h4YTGtiIgMoqUPTtJ2rqppnW5q48vhspKTNVVdB0/mU63jL/g72jJFx+RtHVjzbKgZjHE9OpL047dLmiRdyNzfNBgTCdOEDprJk4dLhAZNVXBuycLUV/IuKEEk9lgID8tlbyUo+SlHCMv5RhGfSXtht9Cm8HDL6uwsrK4iCNbNnBk0zoK0lJrlrfsO4h+9z5cpw9iy1OX88fva4hLF/9Xe4JWom5TSsj+YMxmC+137KBRWjr5zSfRuElXLDYr1UseB6sJTaNG+H7xKf/LnsGyVOEU0yO4B76OvuhUOnQqHQ42R1QJPnTt0oqmTcLq5iJkGdK2CBF+ZBHYhHsSKgdoOhBix0LkAFBf2g3Hjh07DYQsQ2EyHF8HGdshYweUZ51er1DDlEUQ1rnhxngFXEivGQwGUlNTiYiIwOEyHLpuZK7kWu3i+yqp2JBJ2bLUS28IWLAhaRUU2IpYqTyECQvd/NoQFxxLtcXG4RMVJCWVAqBSK2jVL4Q2A8LQ6s6emLCUlHC0cxcAmh3Yj6S5Ruuxo6vg17EsLe7IkTwNPmERtB8xhtDYVji5nx2RrSwuYv+qpexftYzqinIAAiKjmPDmhzXNXc6H2WBg0+8z0To5Ed2jDx7+gdc25uuc5M5dsJaUELFwAQ5Nm55/o/Js+LQ5SEp4reg/7eFckH6ChPWr2bN0IbJso8utt9N57MQ6Pee21B2s/+IEJm0Vne4NZECj/mzbto2VK1eiNRgYvHQZVoUbzv3fxkkpYbQexrbjdyx5eSicnQn48AN+80rm631fn3VcrcmRoUenoFXYsNo09Hy0GT1CetTptVCZL6Lh++eInPCawbiKSHinB8G/Rd2OwY4dO5eHzSpEdtISSFwKxWfPMiMpIaAlhHQSaWXB7RpmnFeBXXzbxXedU7W/gOLfEwFwiPFCn3EI06b1JAX3o0zjwRaHCvqN9Ob4+hM4ZvsDUOZQQLrPdvzNbmgUOkJt3SjPNyHbxK9fUkhEdwuk/dBwnNzO79Mp22wktmgJVitNNmxA7ed7bReSuYucL0fy24k2IElMevf/zsrrPh9mk5Ejm9aTczSJzmMn4Op9jWO4iZBtNhJjW4DNdvG/T14CTOsCjt7w3PHzb/MfY9/KpayZ8Q0A/e97hJZ9B9Xp+YxWI0qUqJTiAddqtTJt2jQKCwuRJAk3d3es+QrCJSe0KhdixzTD+v4HmHbvBsD70UfIHNOJA0WHqDJXUZFWhWm3DYtCX3OOHG0RLQc148HWD6KQ6ri2XZYh9wAc/AsO/X06gqZxhqnLxA39YlSXQlmmyC+3Y8dO7VKRB+veFoK7qvD0coUawrtBWFcI7QhBcTesY8l/QXy/9957vPTSSzz++ON89tln56y/kmu153xfIcaUMor/SALAuWsgpR5HqXzvdQq92pKmdMdgs9J1VAtu6R4BPbqwdfNBdv6dgYvBgwCjF7LCgqYkhLJqIwAaByWhsV50HN4Id7+Lp2FICgVKd3esRUVYi4uuWXzLDu6szxNOITE9+lxSeAOoNVpa9h1Iy74Dr+ncNyO2ykqwiZz2i/p830D53vVF6wFD0JcUsX3eXFZ//w2Obh40adexzs6nVZ79gKtUKhk5ciRz586lsrKS0pISUMNBRH3Frr8TUDVvhl9kEzwOHsRnzlxCDx+h+yMPs3bHVqqy80ABkqzAzcGXUmMuAUYvdq/ezUMFD/F+j/dxd3Cvs+tBkkThZUAr6PemmMZe8xakb4PfxsE9q8Et+Pz7Fh2HmSOgPBPuXCLEgB07dmoHfSHMHC7qNAAc3ERaWNQQ0aHyBko7/C+zc+dOvvvuO1q2vEQg4zKxi+/LwGY0Yi0tRbY5UjjrMFhldDFelLXQkz3uGdxtEoebDgHAEC7hZzzO0qVHaiz2wntaOZ6UglxtQad2oc+QLngHueAZ4ISTu/aKclxVnh5Yi4qw1ILjSXLCMbKr3VBJVrqOnXDNx/uvc6rYUtLpUGgv0mXMLr7PS5dxk6gsKebQulUs+ewDxr76DkFRzevt/CEhITz99NNUVFRQWFjIkZQs8tYmYlVWU6iuxGgxkQVktRBpHAqrFdvcuWJnWcLVFsy4u4bh4eHO9P/9TbnzUUL1oRTsKeD24tv5sN+HxHjXgyuBQgFhXWDiHPhxIBQkwq/j4K5l4sZ/JnkJMGsU6PPF602f2MW3HTu1RXWJ+P8qTAKXQBj1tehKqayHZl12ao3Kykpuv/12vv/+e95+++1aOaZdfF+C0uw8jk+8HafSChx7voDC0RvZmEdG/Exyft5BeLmVxPB22NT+6J2ykc0n2Lz5wk1who8eTHR0+FWPR+npBRzDeo1e3xaTiY1//gFAe69MXHR2y/dr5co9vt3rdDw3GpIk0f/eR6gqKyVlz07++fAtJrz14VnuKfUxBldXV1xdXWnUqBE/rIfBZjCYZTTD/MgozCajKJv03HSqMIIs4W30p4ktlLadmqDeU46huohB3k1ILnbgkFMCPgYfPJPd+argIx4Y+TitQtvUz8Xo3OH2P4U3eH6C8Ay+/c/TN/7M3TD7FjCUgk+zk8VfayH3oD1P3I6da8VQDrPHnHYtmbIQvCMbelTXBbIsI1dXN8i5JZ3uiov6H374YYYOHUq/fv3s4ruuqTZZ+WVDEn5vPk3TkgJ03Z5B4eiNrTKPqo0foDVVEg4YVQoONxoDbocwa0vAAuHh4YSGhtb8gSVJQpIkPDw8aN782iJ5ypN2g9aSa4t871m2kPKCfJzVZtp7ZQo/URe/azrmf53L9/guFd/tke9zUCiVDHtceMTnHEvi91eewTeiMe7+Abj7BeDhH4i7fwBewaEXLfStLYIHhlK9KA2dQoLF+YShIoxQZEKokKpRyyp0aEABph25mE7u5wq0U/rQyNiOFZp96G0QVhhJzvTDeAdYcWnmg7apB5pgFyRFHRbcuofCbXPhpyGQsg4WPwEjvoK0rSIdxVQprAon/QVLnhb54lu+gDHf192Y7Ni52TFVCV/+rN3ic/6OBXbhfQZydTVJbeMa5NxRe3YjXYHT2pw5c9izZw87d+689MZXgF18/wujxcqcHRl8vTaZu9fOoGnhCdSdHkbpEU4ZJj7z/gFpcBXe5QrC9KEcdhuMp8chZIUFlUpFv3796NChAwpF3USSVScb7ViKhPg2VunZvWQBGp2ONoOGoVRdejqrqqyU+PliurxbeCVqhe2aWsz/J9AXifzZ9G3gGgidHjrHpeRU2kltdrf8L6J2cGDU86/xx5svUpSZTkbCATISDpy1TWhsK8a+8nad+8MP6BrKrHkptFQoUEggcfoLHKiUZIqqc/ArTkU26VF6u+F+yzAUDk4kb85GX2Clj0tXtsq7KDKXs119lD0FqUTlBhK9OhhXBxccW3njPqwxkrqOZp8C28DYn2DORNg7GywmYVFoqRZT4BN/B60LdHlMiO9Df0PfV4Vwt2PHzvmpyIWcA+J+4BZ8eibTbIA5t0H6VuE6NHl+gzTBSUlJwWw2ExUVVe/nvlnIyMjg8ccfZ+XKlbVeLGoX32fwx84MPl9zlKzSaqYmLKFH9gEUAS1x8G+FRbLyRthnJOqykI2BmLJH0cFio4mqCBlwdfRk0p0T8PWtW/cPpecp8V3EwXUr2fz7LKrKSgE4tG4VA+5/lMCmF4+ub/ljNqbqanwjGhMdlgBZnNPl8j+P1QxHFooI4YktUHDk7PVeTYSn8pm7/DvtxGYVObV+MXCm/7VdfF8SR1c3Jn/wOXkpxynNy6EkJ5vS3GxK83LISzlG+qH9ZCUdJrhZ3d7UFAqJ2HtiWLM2DatKwqpRYNMqsGmVmFUyG48WkV7sROdyePrAIpwsBsr3/k3RC2+TFOWPJb0SW4aNRYEtcHRaTFOjFiyOHFSlc0iVTpjVhxY7wggtNuA1ORqFpo6i+VGDYPCHsPQZOCjSzYgcCONmnm7gEdgaGvWClPWw7RsY/H7djMWOnRud8mz4vg9U5JxepnUVIlyWxf1C7QS3/yUefuuZtLQ0fvv9N2xWG1OmTCEsrI56Dlwlkk5H1J7dDXbuy2X37t3k5+cTF3c6Sm+1Wtm4cSNfffUVRqMR5VXOwNrF9xmsScwjq7Sacbm7GHd0HUgKHLrfDyY4bKnAJ68dfVqNp3dsd/6aPx+LvhRkcDGGcf9TE3FyrXsbHZWXJyWOWranJlD87V4APAICMej1FGWm8/trz9F6wBC6TZhyThMbWZbJOZrIwTUrAeh9x71Ie98SK6vt4rsGWYY/7oCkpWcv944SlemZO2Hlq9C4LyhP/wtZTz4E1aSdLHgE9v8m2gMP+z8IaiuW28X3ZaFUqQls2ozAps3OWr7yuy85uGYFuxbNr3PxDdAuxpd2Med/qLbZZDYdK2T2dj+ecPPjpfiZRJTlon7jBb7p8xRDlF4EW5X4F9rY5NqW440+wd/gxy2aW8jLyOOEsoATygKiUrPp/pORwKlt6k6Ad7hXWBBu/j+IuQVGTwfVv3oFdH1ciO89M6Hnc+DoWTdjsWPnRsWkh98nCOGt8wBJAVVFYCyH/MNiG5WDmFEKrTvHpguRmZnJr7/+isVsodK1EoXb9VfPJUnSFaV+NBR9+/bl4MGDZy2bOnUqzZo14/nnn79q4Q128X0WT/WPon9lKjGL/sSq0GAY9TYuJjUmm0xmpRMxFd2pLi5i7p5ZyAorSlmDS3FzOvdvVS/CW19awqaDuzkaGQwWExqdjs5jJtJm8HBM1dVs+OVHEjasZt+KJRzbFU+fqfejc3ElJzmR7OQjZCcn1kTJIzt0ITg6FhJPt5i3c5LD/wjhrdSItt1hXSG0Mzj7iHztL1qL6vW9v0C7qTW7nZV2cmy1EN4AOftElKT93dDn1dO/67q0nruJiRs6ioNrVnB8dzzF2Zl4Bl7AQq8eUCgkejb1oWdTH7JHxPDn5rZo33mSwJJs3ju2kMRbnoP4YjrLWhIkf/QVLcl128+xsGM8P/x5tm7dyr59+0hSZZORXUiPaQW0v78/O0t2EeEagZ9TLddh9HtDpEw5X2CGrlFvUWyZe1B00Oz57Pm30xcJYf4fbhBl5z+IzQbz74ec/eDoBfeuBY9wIcjLsqAsQ0TFQzuD96Wte2ubnJwcZs+ejclkIt8hnwN+B3hM8Vi9j+NmwcXFhdjYs3sfODk54eXldc7yK+X6eyRqQMLKson94QPyPVqwu+e7uFtE+sAORS5Nx3rgHFNCuXsCssKKyuSKW0EbnJSetOpb924Mpbk5/PryUxw9Lpr7hBpt3PXZd7QbfgtKlRqdiyuDHnqCsS+/jZufP5VFhSz8+B3mvv48G3/9iWM7t1NVVopCqSI0tiW977xPHPhUZOt6TzuxmkVEuq4xlMGy58XP3Z6CwR9A9AghvEHk9fU8uX7du2CsPD3EU2knLo6w+EmxsM1kaDkekGHnD/BVO5GKAvbI91XiFRRCo7gOIMvsXvJPQw+nhkB3HY8Pa0nXn6chaTREHN3LFHUCHv6O2Ew27g3yxVTUG4BVaauo1FYyatQopk6diqerB1WSieUl8cz46BueWfw096y8B5PVdImzXgUXEt4gxHSXx8XP8d+C+V+OBKYqWPAwfNQIVr5S+2OzY6ehMJTB5s/g8MKafg3nsO5tUS+h1MD4X4XwBtEYx6cpNOkLbSfXq/DWlxpJ3pFLekoWv/zyCwaDgUJtIdv8tvF+r/cJdbXXblyP2MX3SWSbjeQX32dP46kcir2XII0TDgqJfGUZtvEWcvITSS06CBK0atGGW4aPp1X3RvS/OwYHp7r17CzOzmTumy9QUViAu7cPXZIzaZlddE4LeICwlq2Z8tFXtB8xBqVajaObO03ad6bH7VOZ8OaHPPLzXG599V1cvLzFDrqT4vt6TjvJT4TPWsJPg8XNvy5Z8z+ozAPPxtDtyfNv0+5u8IgQ3shbv6xZXBP5ztkEpengFgqD3odbvoMpi8C7KegLTnc4s4vvq6b9sFsAOLxhbc1szvWCQ1RTfJ95BoCCDz8ktqXwfNem6GmhjsC5sDNORnd+2jkLk8FCaGgoDz76EF1adUCSJbKtxQzKGoiUBbMOz6r/C4gZJd67VYWw//fTy/MT4fveomgTYPs00aDHjp0bGVmG/XPgy3aw+nX4YzJ830vMXp4Z8Nn3u/DBBxjxJYR1rtdh5lTm8Njax5h9eDY2WTwcZBwpZs7bO1g2cxc//zSTqqoqqhRG4n128nC7h+kWZPfsr23Wr19/3u6WV4q9vfxJZFlmzhubKSgsR6GtIkRXRbmiihO6fGSLhM1mQ6lUMnToUNq2bVunYzmTosx0/njrJarKSvEKDmX0o8+SPUg09Gl28ACS+sLC32azIkmKiztC7PheFGE1Hw7jZ9f28K8dfZG44ZemidetboNR39TNdHfmbvihLyDDHQuhUc8Lb5swH/68E9SO8NhecPEndfx4DPsPENy9BJegalFsE9n/9D4WE2z7EjZ8BDYzPJV4OqJu54qQZZnfXnma3GPJdB47kS633t7QQzoLWZbJuP9+9Bs3oYpsxpbop9GXnT+K7eyppdvYSI567GXW4u/pWNCRkpNt6uMD4/n59p9rP/3kUmz/FpY/D56N4JFdQpwseVo4pDj7gWsQZO+B2LEwdkb9js2Ondoi9yAseUZ0hAURydYXgalCvA7rBv1eF8Xzs0aA1SRmRPu9Xu9DfXTNo6zPXA9AB78OTDY9QcKyAhSKaoo892NRmlCanXAvbglKiai2QUR19CekmQcKZd3HWf8L7eUvxZVcqz3yfRJJkqgKOk6xz04KXRPYq07luDIPq0nGZrPh4eHB1KlT61V4559IYe4bL1BVVopPaDjjXn8P19Aw0cEOsJRcPE9boVBe2oqtJu2knnO+C4/CvPsgdeOFt7GYRBSiNA1cAkRhy/7fYM9VRAOLjot225s/E1ZQ/8ZqgcWPAzK0nHBx4Q0QPQqC24O5SqSfALZTPt9qqxAlZwpvEMVt3Z+GJw7AwzvswvsakCSJdiej3/tWLMFsPM/ftAGRJInAd99F6eWF5WgisapDuPs54uimwawEi3S6EVdlsZHl3x1i3XdHOaEpIL2xgXCrENsdstvz6YZP6/8C2k4WMzPFKfDjIFjwkBDejXrDA5th+Odiu0N/Qe6h+h+fHTvXQnUpLH0WpvcQwlvtCH1fF5/Lj++Hzo+AUgtpm2FGf/hllBDezYeLup16ZnvOdtZnrkcpKXHFHY8NLUhYWoAaGbNnEhalCWfZAbUaKjWVKCwqju7IY/GX+ynMrLz0CezUO/Uivr/55puaJ4G4uDg2bdpUH6e9YoJC/ZEUEp42Z5pY/Ylu3pTbbruNJ554gscee4zg4Por7MpLOcafb71EdUU5vhGNufW1d3F0dUNSKGrcNKy10GK+JvWhvgsulzwFB+bCrJGw5fNz87llWWyTtuWkV+o/0OdkjunSZ0XBy6WwmESEeuYI+LKtmDJc/Tp821U4OpxJ/LciCuLgDgMuo4OVJJ3ebu8vkH8Ea1EeAEoXJxj03oX3dfYFr8aXPoedixLZoTNuvn5UV5RzeOPahh7OOai8vQl89x0AnP7+nJF9TUz9oBt9XmzLFwGJfNvpCX7p+Co+3SSskoXQkmjG73+ZjL3tOW5qhL/NHQkF0m6Jjccu8pBaF2icoP294ufMHeLBt88rMGmeeP8GtISY0WL9uncufbyqYtFw5OBfsPEj+Odh0XY7YX6dXYIdO+cgy3Bonqi92fEdyDbxPn5kJ3R/ClRacPKCge/AY3tEzY6kAIsBAloJh6A66uFxIaw2Kx/t/AiAib53Mvnw/4goaQmSBS+vdIqV5ahkBcOMcUwydCLK0Zl1ziaOu4HKzwGXgOvfVeS/SJ27ncydO5cnnniCb775hq5duzJ9+nQGDx7M4cOHCQ29vgoBIttHYtyVTpypOdnBpXQYP7xBxlGQlsqf/3sZY5WegCZR3PLSmzg4OdesV3p6YC0uriXx3QA53zkHTke8ZRusek3cmEd+LZp9AGz/RohaSQFjfwTfZiJnOmMHJC8XVoD3bTh/i/bSDNj1o8hN1eefXChB4z6QdwiKjgnR32Kc+JC1GGui1wz43+VHpEM7QbNhkLgYecGjWPXVgIRi4PMXL2qzUysolEraDhnFup+ns3vJP7ToOxCF4uqtn+oC55498Zg0iZLZs8l+/gV0bdrgVlHBzxn5WKtkHE3FlDk9xJHYAGyOU/CtDqGnASptEE0MBu1eSoEVcxYTrtkGiUn4vfgi2sh66JbX8X7Y96sQLGN+gPCuZ6/v/TIcXiCcgTJ2Qkj7c49RmS9s2bIu4Ombvh38W9ofRu3UPWWZIsUkeZl47RUJQz8W3vbnwy0YRn4l7DePrhSF8xqnOh+mvtTI9oUpFGVWYjHbKK8qp2PV7XSVNWgsjlixUSHZiPWuJEkSAZ9Ml3SWuJi4tXgAHWyOtFXKJBYlUXpsBUfv+Z6WIfb6ouuNOn+E+/TTT7n77ru55557aN68OZ999hkhISFMmzatrk99RciyzC/LvyOusjlWyUbL8b0aZBw2m5Xl0z7DWKUnMCqaMS//7yzhDaDy9ALAUlwL0eoz3U7qK/1/+zfie+wYGPopKNTiJv59XyhIhqOrTjspDHjndPqGQgGjponOeyUn4J+Hzh5zfiLMf1BYAW7+VAhvZz/o/oyYSpw8T0Q4OtwHSKLZyFftRDcys17YQ7WedGXX0u9NUKiwpe4CWaT4KLvedS2/HTtXQGzvfjg4OVOSk83x3TvOWV9RVEheyjFsVmsDjE7g++wzaCMjsZaUULl2LVU7d+Kdm4ZfuQUXAwQXwbgNOYxd9gEu+WtRq2WcTZBZqWSguTU6WYPa4siSlFQqtm0n/+NPao5dWF3IRzs/4pXNr1BlruViZCdvke/9ZMK5whtEu+zWt4mf17517vrKfPh52Gnh7ewv/sda3SaEe0hHkcqy8NELu0vYsXOt2GyitunrjkJ4K9TQ8wV4cMuFhfeZeEdC54fF/0MdIssyhzdn89ub8SRuzaEgvYKSHD3WMiVOZne0Fkck4ITKSscIZxS2KioUBmxKK9u9duE9OBLvCYEg5aOSJGK9m9GlzVTCk47V6bjtXB11Gvk2mUzs3r2bF1544azlAwYMYOvWredsbzQaMRqNNa/Ly8vrcnjncEfecEBG2c4DBx+Xej33KfatWEp+6nG0jk6MeOrFcxrlwOkul7WadmI1ClsxTR1PUZXniKlnEHl1QW2Fr/Afdwjv7O/7iHWyDdpOgU4Pnr2/oyfcOhN+HAhJS2DrFxDaRTQOSVpyervw7qKpSNQQUJ5RlOrgBkM+glYTYfETIn0l9wAoVKIRzpVOKXo3gXZ3YV0jis4knQMKrfbKjmHnqtE46Gg1YAjx8/9g18J5NInrSG7KUVL27OT47h0UnEgBQOvoRFiL1oS3jiO8dVtcPOv2RnomCq2WkO+/o2LFCiStAwoXZ5Sursw9XMycnJ+ILC6i925HYovSaX/4b8zJyzkafRu5nq0pNmgZSCsWa3aR5+/Prvbtab9hA8VHE/i1ci1/7JtHaG4sClnFh3zIG93eqN3BX+rzoOfzcOAPMZOVsv60mDklvAuTwCUQ7lx8bnS75Tj4potILdv5vYi027FTm+QlwKInROoUQHAHGPEF+F68C3R9U5pfxfpfE8lKKgXAN8yFlgNC+Wb/7yRUrcFscaYi6zaiQzx53c8TaW82f2hPADB8yAim2nqh/mExaSs+BJsNpU80ug5TULq649St/jts2rk0dSq+CwsLsVqt+PmdXanv5+dHbm7uOdu/9957vPnmm3U5pAsiSRIhk9pSvjoN90H1b44PUFFcyJa5opiw+21TzmslCKDyFMstJbUgvjXOIhJgM4vUk8sR3/lHIH462CwiLaTmSxKtdFvffmE3kh3fiXOFdjnd8TGkA9y/UbiHpG0Ry8K6wZCPz3+coLbCf3vxkyJlpQYJmg+Drk9CcNy5+/37GPeuE97b27+Bjg9e/Qdy75ewHs0E9qH0sE/v1TdtBg1n16J5ZCcfYdr9k6kuLzu9UpLQ6hwxVulJjt9Ccrx4f3mHhhPWojXB0S0IahaNzrluH7bV/v54Tply1rIJHSzM+sKV1RYD3f8vhggvM2Xz5lH2zwKaH/geD/9OHIkaTx+1C33MLVmp2U9qowgqnRwxfvI+6V4tubX4RZSy+Bhfv/V3VoWson9Y//MNoW5wDxWNqOK/FTadET2FnebM4RcX3iCcJfq/KdyWVr8hZrg8G9Xf2O3cvFSXiFTCnT+IQI7GRTiUtLu73nO2L4bNamP/mkx2LErBYrahUitoOzScNC8ld63bRJnXTCQXC27l9/HB1A50KjJTtiSVrapUTJIFX1dXfKZ/T/XGTZwqOXfu2ROv++5F17oNliIDSgd7L8XrkXr5q/zbcUOW5fO6cLz44os89dRTNa/Ly8sJCan7BjanUPs64nVbwz0Rr5/5A6bqagKaRNGy76ALbqc8mXZiLaoF8S1JIppcmSdST9wuUVRqKIffxp+2/jsfxopzI9YguoDt+lH83Pnhs9c5+8IdC0QxVkGSiEL/u/X1mcRNFfmiB+aKh4dW40VzEJ+mFx//mSiUItp2rRE3nQfWtg8B96F0c7+2Y9m5YpzcPWjevQ+H1q2kurwMjU5HeMu2NIrrQESbdjg4O5OXcozUvbs5sX83OceSKUw/QWH6CdGkR5LwCQkjqHksgVHNkSQJQ0UFhsoKDPoKDJWVaJ2c6Th6HI6ubrU3bq2KJY91R5ZlXBzE7IzDs8/i+8QTVO/bRyNvHz6fk4ou10JPhTddTc3Yok6kwM8P8MPHqMGmrEZvdcJVVtA+Ywhvb3qXFt4t8Hfyr7VxXpLuTwsHoqxdoi399mlQkHhx4X2KdneLlLMTm2DBo8IP/zoSR3ZuMGxWUSu05i3R8h2g+QjRb8EtqGHH9i+sVhsLvtrBiZQ01BY3XEI8SAhS8fnWRKpMVhwC56NWWAhzbMX82x/CklxK0ZJkyqQqElVZAEQvWEB1Xj4oFLgOGYLXvffgEBVVcw61r73Y8nqlTsW3t7c3SqXynCh3fn7+OdFwAK1Wi/YmmLKvKi9DrdGivgJPy9S9u0jevhlJoaDfvQ8jXeQGpDwZ+bbWRuQbROpJZd7lOZ4se14Ib7cQiLvzZM61LKILpemiQGvlq2J679/R532/gaFURLeiBp97bKUaer90eWOWJBjxFTQbCkFxl35oqGOsp2wG3WpPnNm5fHrdcTfeIaF4hYQREh2LUnW2/31AkygCmkTR5dbbqK4oJ+3AXjIOHyTz8CGKszMpSD9BQfoJ9q1YfMFzZB45xLjX3kXrWHtFV87acz+CJbUax/aieHFiXwWv/H2QX2QlzW1BaPUebFWkYtDlYtaWUKotIVv2IKQ4HE+zG41OtOPFTS/yw4AfUNZX8amzL3R8QNRZLDrZHfNyhDcIoT3iS5jWVdi67fwBOt5X92O2c/ORsVPMouTsE699mokZ0svJ664Hqi3V6FQ6QAQg1/+aSEL+JqweemHCYnAh7agHWN0J9Cuhwu0AEhKf9H0Vhd5CyV/JAMSzBxsyAVnZ+BUV4zZ2DN733YfmOjOwsHNx6lR8azQa4uLiWLVqFaNHj65ZvmrVKkaOHFmXp24QijLTWTfze9IO7AVArXXA0d0dRzd3nNzc8QwKoe3gEeekk5iNBtb8KApQ2w4egW/4xadeVSdzvmul4BIu3/Hk0N/CZ1tSiK6NYV3OXi/LIup9ZCH8dadIJTmVU26znS607PSQiDpfKyoNRF8f76Oa1vInbSDt1C9aRyfiho66rG11Lq4069qTZl2Fl7u+tISsxAQyjySQezwZpVqNztkVB2dnHJxd0Do6sXvpAvJTjzP/g7cY89KbqLX10yxiVJsgPl6ZxEuVVcyUnGmkciRAHUl5wnF2eVvI8nMjUCrB4lWKobQprbL78nvG//jx0I/c2/LeehkjAF0fg50zwFh2+cL7FJ4RZ6SfvH4y/SSibsdr5+Zi/1yYfz8gC2vaXi+Kmh+l+pK71gd/7Z1L1urDyDFOPDroafYuT2f/7kM1wluSIEBZQYCygk7qdKot1WQUNKOjxg/nmcvITvdH0gaRpU8k3cuIZLPRPSiQJiuWow66viL6di6POk87eeqpp5g8eTLt2rWjc+fOfPfdd6Snp/PAAw/U9anrjerKCrb+8Sv7Vy1FPqNq32w0UJaXS1neycj/zu3sWbaQdkNH0W74LTURtPj5f1CWn4ezlzddxl26U5/SoxYLLuG048nFIt+lGSLHGsQ087+FN4hPkJFfiQLGkhPCy3fCr2J58jLRsMPB/bRDwk1ETWt5e+T7hsPJ3YOmnbrRtNOFWzGHt47jjzdfJCsxgUWfvsfIZ185J7peFziolUzpHM4nq5JZ5AIjy0Fn1qBrMoKhQIGpnP3umZyozqHCPQnn8sa0Tx/K19qv6ejfgZa+rep8jIB4yB7xuSi+HPD2lVsHtrsbEv4R0e+Fj4oOs/b0EzuXw/G1ogkUsmhuNuj966qB2bbsbSiWFDOmsh8Vm6v4Ov0HFPuaUOWVDkCuYzij+nbDuSKTw3t3k1NWjk6voykxlAAzbCV4u8j4WypJ1x4FHGkTG0v0uHENel3/Bd54441z6hAvVLN4pdS5+B4/fjxFRUW89dZb5OTkEBsby9KlSwkLC6vrU9c5NquV/auWsvWPXzHoRRepJu070WPSXTi6ulNVVoK+rJSqslL0pSUc3riW3GPJbJ83l32rltFx1K2ExLRk58J5APSZej8aB90lz6vyOhX5rq20E3fxveoCx7NZYf4DYCgTKR49n7/wsRzc4NafYcYA4T6yfRp0fgi2fS3Wt5taL16p9U1N5Nsuvm9K/CIaM/qF1/n7nddI3bebpV99ytDHnqkXX/FJncL4ev0xPiovp8PoVhzYmknzo6mE6DzxUbvSt6Q521RKDqsyqXQ9TmhFKNEnfCkbNYnUll0I++RTFE718D8XM/p0450rRaEQD+7Tuoj8758Gi6Y+Ed1rd4x2bi5y9sPcyaL4P3YM3PL9dfXQllGewexF3/FipbCfdbE5MiSlOSsc8rCoK5FsMs9JBSg/fpXqgwfpYbVS7eBAVlAQ+b6+FAYGUq1WkU8Z+Zoy0Dii1WrpM2RIA1/Zf4eYmBhWr15d81qprJ3P/HopuHzooYd46KGH6uNU9YLNZuVo/Fa2/vkbxVkZgHBP6D3lXkJjT0eatI6OeAScnhJqPWAox3ZsY9OcWZRkZ7LhlxkiKizLNIrrQJN2nS7r/KesBm1lZchmM5L6GiNwuktEvrd+ISJSaifx4XapqbzANjDwXTGNvOo1sX3aFmHn1+HmzOesiXzb005uWoKbxTDi6Zf458P/kbxtE1qdjv73PXre4vHaxMNJw61xIfyyPY0HVyVSWGkkWGPlu6VPoXQNxve5D+h6KBoHk5o96lSqXNLpUNQXr+KfMazfSOpdUwn//geUrq51Os5rxjNCtK1f+Kho+T1zmMjX7f3K+Rv42PlvU5IGv94KpkphLTtq2nUlvPVmPU+seYJnsiYAUJW5G4t/a1xUCmRnYVgQlZSIaf+Bmn1y3eFYI4luI0YyoOswin7LoLS0hOJQK4UBJvLy8ujcuTPOzs7nO6WdOkClUuHvX/sF7HYPmivAZrOStG0z2/+eUyO6HVxc6TZ+Ei36DERxiSciSZKI7NiFxu06krBhDVv//JXK4iJUWi19pz5w2TdxpZtbjWi3lpai8rnGKbaLtZjP3gtrT7ZRH/zB5U8nt79HRLAOLxAiHMSUoGvgtY31OsVaVgrYI983OxGt4xj62DMs/uxDDq5didbJmZ6T6r6p0t3dIpgdn0ZhpeiDcOeYLriYe1O5Zg2GQwvwf+pFuizwQHtEzTZ1MqUe1awZNJIOGxbiuv8giZPGEzXzN1TXuxVmy3FCSG36GHbPFN7hKeuh6SARCfdv0dAjtHM9UFUMs8cIowDfGJHeqLp+zBpsso2XNr1EdGoQISZ/LOZqtmpCsehtNHYtolBViUKWULoasQ7txWz1bnYEVOEQEsr0ftMJcQ2heE4ithIjHu4eNLuzLQrdzSPXZFnGYmqYxloqjeKKAiZHjx4lMDAQrVZLx44deffdd2nU6NotUW+ev2YdYrNZSdqyke3z5lKcnQmA1smJtoNH0nbIiHM6UF4KhVJJiz4DaNatJ0lbN+EZGISrz+W3I5eUSpTu7lhLSrAUl1y7+D6zy+WZVBXD3/eIKb3mI6DNFXR/lCThYpBzAEpSxbLON8/sx7+pcTvxcG/Ygdipc5p26kb/+6tY+e0X7Fo0j5ieffEOqds0unBvJwbF+LPsUC49m/pwV9cIqtWTqVyzhrJ/FuD75JNoA7IJ/3kZyrhBbHE4RpG7A1tG3k7XbXtwTT7CnluH0WL2X+j8A845fuLRY2Rm59Gne2cUDR09dA2AoZ9Al8dg44fCJSl5ueh82/9N0ZzrYjdPfeFpwa61RwgbhKzdkLVHPEw51HJAwlQl7G6LjoJrMEz6q/bPcRlkllSRWVJNp0ZeZy0vK6hi9qr56BLCmGqJE82UzWr0GneKJBu5XjlQBc2tQXgERTA17AsMCiPNPJszrd80PJUeVMbnULWvACTwnBB1UwlvAIvJxnePb2iQc9/3eU/U2stLHenYsSOzZs2iadOm5OXl8fbbb9OlSxcSEhLw8vK69AEuws31F60DZFnmnw/eInWfaJHs4ORM3NBRtBk8/Jotx9QaLbG9+l3VvkovT6wlJViLi65pDMD53U4ydsBfd0FZhnAvGP75xW945+NU/vesEaL5RkA9FX81APbI93+LFr0HkLpnF0d3bGX3kn8Y+MDjdX7Ot0fF0jHCk1viglEoJBw7dkAbGYnx6FGynn0W/eYtYLWSo9HQMmYwhxwPUy6Z2dyxA71ix+KVepD9d9yJ91dv0aRpRwDMZjNLl61g755dAOTm6pk0fkCdX8tl4REGI78WTbNWvw6Ji2HlK8Lff9Q35woumw32zoJVrwtLU/+WMOlvYYVop34wG2Dd27D1K0CGde+IAv3294L6GhyCbDbIT4DUTcJ1K2uX+PtP+rtBZlPNVhu3fR9PenEVb4+KZVSUP8d255G8I4+C9AoggGG6IDRaBaUWG0WFqezx9CO6mwsViYUoFUpiVWG4GBz4IO0JrM4QU9oM00dHya6y1JzHtW8o2nD7PaWhGDz4tCVyixYt6Ny5M40bN2bmzJln9aS5Guzi+xLkpRwjdd9ulCoVncfeRuuBw87b8r2+UXl4YuJ47RRdnpl2YrOJHO81b4FsFZ7c4345HR2/UgJbwzPHrhvLp7rCZvf5/s8RN2w0R3ds5cimdXSbcMcFO9LWFl7OWu7setqCT5IkPO6YTO6rr6HfsBEAt5EjKOg1hX9WpDO0tDUFboepUFSz1PkoXZu3oql1MMbPjrK7bz6Bndsxb/48CgoKao55LGEXpWXdcHdr+M+4GrybwPjZsGsGLH9RiPDpCTBuFgS0FNvkJQg3poz4kztJwnVpxgCYPN9uXVgfZO2G+Q+KzqYAzv5QmSsemLZPE/Z/rSaC8l+yQ5bFw5KxQjRiM1aKPG6THsoyRfpi2paz0yKVWpg4B3yb1dvlncmi/dlU5BTQt9rGodnJlFmO16yzYcXsmkWYQqQmKLd/xkG/xig7tMTHdJgKoE3bNjRu1Ym87/bT1BAGBrBRXXMMSaNE18Iblz43p3e3SqPgvs97Nti5rxYnJydatGjB0aNHr30c13yEm5xD60WVa2THrnQcff1Y+5wqurTWhtf3KWFdmQe/jYNjq8Tr2DEw7DNwuMZCrYt1qrwJkK1WrOXlgL3g8r9EUFRzAiKjyDmaxL4Vi+k6fnK9j8Ft2DAKPvkUa2kp7hPG4//aa0zWm/luUxpNynUEF7RB9kzGoC5io/oI+ZTSyTWK/D1ZLDn4HTZkFFYNTuVNqHQ9jqw08u03C3nhxQn1fi0XRZJEHUlgG/hjikhlm9EfBr0nbE23fS3S4zTO0PtlaNIPfh0jtvtxoIiQ2vPF6waLETZ8AJs/EwEbZz9x34gcAAfmwLr3oDwTFj4iAjuRA8S9pjxbfFXkgMVwqbOIgv+wzhDeDZoNFw9lDYDNJvPDqiM8UlCNwTkETgaqq7yK2e26huOee/m86FmkUglz5g4K9DnsbnM/07p4MXd2CgqFgq5du6LxcMHvvlZUHylC6apB6e6A0k2Lyl2L5KCs80LuhkSSpMtO/bieMBqNHDlyhO7dr92FyS6+L4LFZCJxy3oAYnv1b9jB/Ita7XJ5Ku3EUCaEt8pBFFe2nXLlqSb/QWwVFSc7fXL9O0rYqVXaDRvNov97n32rltFh1K311nznFAqdjtAfZ2BKS8Nl0CAkScLHRcvItkHM25nBnRYn3Iqi0bhnUu6QSqI6hxQpG5NK/F+HWr2JrY4ivYknJU4uZKXHY6w+xsZNqfToHkHK3g04uLgT2OQ6SRkLihPNu+bdJz6rTvUeAGg2DAZ/eLqN+N2rRFFe3iH4aYiIlIZ3vfpz26wQP11EeLs9Cf6x13YtNwOl6fDbBJESAqKofshHpwM6bSaJZTt/EEW0hcni63yoHIQNrcb55JeTOE5IBwjvIWZRG2AG1WazUVZWhqurK0qlkjWJ+XTdsxuDRweUlmrC05Zz3P0Qv3YoAJWKtzyfJ/S4L7LVhDFhHr81H8gnkzuwZ/MyAFq2bInHycJnTYgLmhCXer8mO5fHM888w/DhwwkNDSU/P5+3336b8vJypkyZcs3Htovvi3Bs13aMej0u3j6ExrZs6OGchcpTJPtbimor7UQCZPCKFHna/4Ebi7VSjyU3B0tRMboWsSiuMp3olMe3wtERSXNzR/ntnE2TDp1x8/WjLD+PhA1raT2g/v13HaKjcYiOPmvZvT0aMX9vFj+jZ6LGAb/SELxdXKnwTMKIAYXVRmNjFF2kYNQqBYFZVWiaBjFN1iErqtm8aANVx/8g5IOfKdDBnh9fZ1hrEQ2XZZni4mI8PDwapjjT0RNu+wM2fwLr3gXXICH4ogafvZ2LP9y5BH6fCOlb4ZfRojNv9MgrDyoUp8A/D0H6NvE6Yb7ooNjrxdN9Es7EVAUH/4AjiyFuCjQfflWXekHM1cKJKqRj7XQLvhpsNvEQlJ8Ajl4w7P/O33FY7QBdHoG2k2HXTyLq7RIgcrVdA8XPLgHXlhNeB1gsFg4ePMjmzZspKipCp9MRFRXFqoNltNWG4KqSaKSrwsMvnChlU7rv1lLhE0F4ihMyVkzJyzmhUtPq7ttwrMrj6NGjSJJUK1HTyyHtwD5K87Jp1d/uCX61ZGZmMnHiRAoLC/Hx8aFTp05s3769VvrU2MX3RUg4mXIS07MvUkM7APyLmsh3beR8qx2Ei4C+UDTQucEdAsx5eVSuW4+tqgpbdRVydTW2agO26mqsRUWYc3Iw5+ZiO5kqAuDcuzch0765qvPZPb7/uygUStoOGcm6n79j95L5tOw3sF4a71yKJr7OzL2/E8/+dYA5eZXcatUSWOGGh60NHq2M5G23UmpzY2vlLuIGdcL5sIwpuYye/jGsL92F2SGT0kUSYTK4VsG6z95i9/1JPN/+edasWMPOnTtp0aIFY8aMaZgLVCigx7Nids7B7cI2czp3mDwP/rpbNP36c4rIRW7SD5r0FT7iF6tnkWXY9SOsfBXMehGRDekIx9dA/Ldw8C/x2dnqNjGmkjTY+T3s+UXkMYPowDhuZu0JcHM1zBwOmTuhxa0w+ruG8bfe8Z14GNE4w71rwSP84ts7uEG3J+pjZNeE0Whkz549bNu2jfIz7hHV1dXs27cPHyA7XIlGrqDa6otXcBwqlHgCngaQsWLVF2I6tpL4EfcQmbebuZtEtL9ly5bX7JJxKWRZZu/yRayf9YOIp4WEEdwspk7PebMyZ86cOju2XXxfgIqiQk4c2AtATM+rcySpS1Qnc74ttZF2AtC17t0a6gPZaiXjnnsxXmZBhMLVFZteT+W6dVRu3oJztyufljamCCtFhbu92PK/SGzv/mz981dKc3M4vnsHke07N/SQAGgT6sHiR7vx+Zqj/LT+OGMrtATo1RRuVaMEXEuTaL3/JxZ6/cW9T/yDfsYxGuW6st1Bg0FhIj0iFFdLFyKStjJ4p8zjbf+kaE8RngXis+fgwYO0atWKJk1E7q3NJlNVZsLZox79li/HyUStE8WZq16F3T+LIsB9s8WXpBCpLMHtRXG5R4QoznQPBX0BLHhECG0Q/uMjvxYuLCnrYelzorhwwcPiuE6+kLwM5JP+xe5h4pgp6+DPqTDxd4i8xvRFm01E4DN3itcH/wStq7BmrK0UwaLjIo++cZ8LH7M4BdacbLvd/81LC+8bAJvNxpYtW9i6dSvV1aL40dnZmc6dO9O2bVuys7P58acfcZIcMSnNHCeX48pclAoFkS4B+O06SEBOAbLFjKUik83tOyI5lpKcXIRCoaBDhw706dOnTq/BYjazZsY0Dq1bCYjAoX+jyDo9p52rwy6+L8DhjWtBlgmOjsXdr/a7G10rSo9aLLi8iShbsBDj0aMoXFxw7t0LhYMOhU6H5KhD4aBD6e6OOjAAdUAAKv8AlM5O5L33PsUzZ5L/wQc4dZ6PdAXtY62lpeR/+gkALr161c1F2bmu0TjoaNVvMDsW/MXuxfOvG/EN4KBW8vygZgyM8eelOfuIO2HB36qgQGmjZRc1in1WBq4uZVqXN3l89GuU/HmUrqYo1mgOUu2YRVLIOBq5qVDv2MiwY22o9PRERsbN143y/HKWLl3Kgw8+iNUIi77cR0F6BQPuiaVJ3HVm76dUieLMfm+IaO2x1XBsDeQfFkL2lJg9haQUHXmtRpGL3O8N6HD/6Qhzo17wwGbYMR3Wv3/2/o16iW2bDhSR83n3iDSVuZPg9j8hosfVX8f69yBhnhhb54dhyxfCBUbnDn1fu/rjniJtK8weK6L8nR6Gge+cK8BtNlj4GJirxANJXN03maoPdu/ezZo14kHLw8ODrl270qpVKxRKBQuPL+SHHdN5K+9WfL0iybeUsdM7hUrMVFZUkliWRWKkJ+owF4KyMsn174lBpwOrlcaNGzNo0CB8rrUfxyXQl5aw8JN3yU4+giQp6Dn5LtoOGXlTF27eyNjF93mQZZlD64Xjx/VWaHkKlddJ8V1UCz7fNwk2o5GCL78EwPuB+/G6++7L2s/7oQcp++cfjEePUvrX33iMv3xXm7z33sdaUIimUSO87r//qsZt58anzaDh7Fr8D1mJh8k5lkRAk6iGHtJZtA5xZ94T3fl8eRIbt2YzYkhjunXrS8LuNWji9xH77TqefqiUh7KjCA/sjZfViSKlHpNDBltcxqGJq6bSU1in7fHeQ6Yuk6HqoRQXF/PDvB9xPBxNZZ4ZgA2/HiY4ygMH5+vQXlSlFeK4US8Y8DaUZYm0kIJEKE4V7ijFqWCpBqsVAtvC6Ong0/Q8x9JAl0dFQeHGj0QxYLu7wOdff/tbvheOIElLRXHi5PkQ2vHKx75/rmg6BKLvQptJIuK8+EnY9IlI67iWGcwTm+HXcUJ4A2z/GkwVwrnkzFSq3T8K+z+1o2ikdp2lZF4NlZWVrF4t0kx79epFjx49auoZPtjxAXMO/87/7b8TP6+myLKMtkkAD9wzHJvNRmZmJocOHSIhIQE9ek5ECFtLDw8PBg4cSFRUVJ0L4LyUY/zz8dtUFhWidXRi2OPPEd46rk7PaefakGT5pE3DdUh5eTlubm41lcb1RWZiAnNffx61g44Hp/+C2uH6KgQBsBQVcbRrNwCaHTqIpLI/RxX9+BP5H36Iyt+fxsuXobiCv1vxrF/Ie/ddlF5eNF6xHKXzpfPeK9avJ/OBB0GhIPy3X9G1bn0No7dzo7Ps6085vHEtTTt3Z/gTz9csl202CjPSMOgrCYqKRnEFMyt1jTk3l8QhA1FVmShzBLdqJQ69niXXw5UVmv0gK3Co9sXgmAtA15ISdt7mx++JvxNcGUzHgo4gS3gWtkNXZURlNVLl6EdkRz8GTL1B80xlGSpyRdMx76hzfamvBrMBfp8gUlC0rjBlobBNvFzStsKskWA1CaeVfm+cXrf5M9GECIQoj7vzyseXulF0jTRXQaPeED0CljwtUmhibhGFqkq1cDf5prPw4R70AXR64MrPdR0yb948Dhw4QEBAAPfee2+N8N6dt5v7l97HWyfupaUxBpssc9BsZtCHvVGqzn7osNlspKWlkZSUhLu7O3FxcajVdf8Amrp3Fws/fQ+LyYhHYDCjnn0Vz8CgOj/vv7mQXjMYDKSmphIREYHDdailapMruVa7YjsPpwotozp3uy6FN5ws7pMkkGWspaWovL0bekjXhDk/H/2Wreg3bcJaWoKuXTucu3TBITb2sh4srBUVFE2fDoDPo49ckfAG8Jg4gZLffsN04gRF332P71NPXnR7a3k5ua+JG57nlCl24W2HuKGjOLxxLUe3byF17y6Ks7PIPHKQzCMJGCorAAiOjmXY48/XeUOey0Xt70/Qy6+R9/IruFWB1VmD3/0d0Cwpw9d4gnxFWY3wdi5tgjH5AI9aezN59GR2HdtPwvxkLMpyqpwS6bJ1AUaNM/taP8XR+Dy2WQ0M6RdBXKgHCsUNNPUtSaLFvWtA7R1T7QATfoNfx4qGMb+Mhgm/C9/qS1F0HObcLoR38xHQ51/pJd2eEDaxmz+FRU+AoRycvKG6VBR9VpeCsRy8mkD0qHP9sVPWi4i8pRoa94UJv4o8eZ0n/H2PSHMxVwkXrIWPCeEd2hk63Hftv5c6RpZlqspNOLlduA4hNTWVAwcOADBs2LAa4V1tqea1za/xZM4kWhpjsMgyO/VWYm9rfo7wBlAoFERERBARUX8NncxGAyumf4HFZCS8dRxDH3sWB6cb2zDhv4JdfP8Ls8FA0rbNAMRcZev3+kBSKlG6uWEtLcVSXHzDiW/ZZqNq1y70mzZRuWkzxsTEs9brt26j8IsvUbi44NSpI05duuDSrx+qC+TNFf0wA2tZGZrGjXEbeR67q0sgqdX4PvcsmQ89TPHPP+MxfhzqoAtHD/I++ABLfj6asDB8Hn/sis9n5+bDN7wRoS1ak35wH/Pef+OsdSqtuPlnHj7EL88/xrAnnie4+fVh5+lxyy0Ydu2iYuMmwj7/DMfWzVF6lNPu+3yWKvYAUKZvhI8hkLSwQBbOSKX705GU/+mBS3lTSrx3YXCsYHGr5hgct9ApYxNZQT1R7y5i4tFc/D113N0tgqld60+UXJdoHOG2uTBrlGiP/vNQUazY+ZELFzYWHhVWidXFp1Ngzpfm0fc1IcB3zRCFpRdi7f/AN0ZYAkaPhIpscXyLQTS/GffLacu/mFHCa3vuJEheDl93hNI0kQM/4qvrPt1EX2pkxQ+HyDlWRu/JzYjuKtrQyzYbOW9Mx1JchddjI1iycgUA7dq1I+iMz/xv9n1DZGYAPcvbIcs2tlfa0DtKRHW8fmrA9ixbhL6kGFcfP0Y+8wqqeoi026kd7OL7XyTHb8FsqMYjIJCgqOhL79CAKL28sJaW1o7dYD1iKSgg+/kX0G/detZyh9hYnLp1ReXrS9X2ePTbt2MrL6di1WoqVq0m//8+I+ijD3HueXZbWnNePsUzZwLg++QTV52C49y7N44dO1IVH0/+J58SdLKQ8t9UbtpM2d/zQJIIePedK46y27l56TxmApmHD6LSaAiKiiY4ugXBzWPxa9SEsvxcFn7yLkWZ6fzx1kv0uO1O4oaNbvCCKEmSCHzvPWSrtabYWBvmSvTw9ugXGNCgolLpwRJtBdF6JaVqfxZ9ISKFrlUV+BQfJzmqMYaIcLz7RKF4/Re0xpa4aT3oaZZYU1LNm4sO46xVcWu7kIa81IZH6wJ3LIBFj8Ghv0Xr9fTtwkXlTL9wfaEo5Nz1o+ga6Ros3FI0F+hFIEkw5GNhm3h8rcj/1nmAg7s4rtpRpK6kbhC+3PkJsP5davo7NB0kHGH+bdkY2R8mzRMpKaVpYlnvlxusu+TlkpFYzKoZCVRWlWNwzmXDP0YatfbBwUlN7ruzsZliUTjDms/nUOhjxcnJib59+9bsf6DgAOt2LeHLrBdBAUlVJoqsSgaMj0ahvD4eOqorK9i54C8Auo6fZBfeNxh28f0vThVaxvTs1+A3xUuh8vDARC15fdcTlZs2kf38C1iLi5EcHHAZ0B/n7t1x6tIF1Rn+p5633YZstWJISEC/dSvlS5dhTE4m44EH8X74YbwferDGe73wm2+QDQZ0rVvjfMYH6JUiSRJ+zz9H6pixlC9disfkSTi2OTsv01pZSc5rYtrXY9IkHOPsRS12ThPcPJaHZ/yOSqM9J7fbMzCY29/5lFXff8WRzevZMPtHspMTGfjg42gdnRpoxKf5t8uPUwd/2lm6Ur4iDdlkpbnOnWRzBoVluRS5ROCsz6b1vi9YH9gMvazBCSMtDG35e4w3t/0+l4TYB4irVhDVPpRv9qfz6oJDtAh2o5n/f7wLrNYZxswQqRvLX4TExZCXIMSvd6TwD9/0qUgVAYgaAgPfFU2DLoZCAX1eEV8XoqoYkpbBkYVCpFtN4vi3/nxhr/TwrjBlAfx5J/hGC5eV6xTZJrN7eRo7FqVgk2X0/okYqaBKzmTG9FxayhWEV7RCkqBCqma/tyh566DXoz2VbmI28v6cZ/kk8Q7ULg6UGqpJMqtw8nWgSdvrx8Vnxz9/YqzS4xMaTvOuPS+9g53rCnvB5RmU5uUy47F7kCQF9379Iy5e13cqR+Zjj1OxciV+r7yC56TbG3o4F0U2mcj/v88o/uknALRRUQR9+gnaxo0va3+byUTeu+9SOmcuAM69ehH44QdYiopIGTYcrFbCZv+CY7t21zzW7JdepmzePBxatcTn0cfE7EJJCdaSEqp276YqPh51SAiNFvxz1V0x7fx3kWWZ/auWse7n77BZLbh4+dCq/2Bie/e/ZC64LMv1HhSwlhspXpyC8UCheG3SU5q6GUXyErb7RfJB+0l8MNCPgxuXoVAoCIwMJG/TnzQq7EuxZzu8gx1ZEiCx8Wgh0V5O/DogGlLLMaWX49QpAOcOp3Orj+/NJ3FrDm0HhRPQ+D/gm5+1G/64E8rSQakVudrlWWJdQCvhyHIt1oQXw1AGeYeFx/nlFJWekgrXYVBqd1oxv206QWyGhaq0SgA8WhhILtiBjIyEGLOjTUNHSyQWfTIbfCpRWLQEWN3ps/MISl0Bxx56iWWLP+b+zHCcI4ditsmsq7Bg1akY9nCr6+Y9WV5YwI9P3IfVbGb0C6/TqE37hh6SveCSK7tWu/g+gy1/zGb733MIb9WWMS+9Vefnu1Zy3niD0jlz8X7oIXwee7Shh3NBTCdOkPX0MxgSEgDwuP12fJ97FoX2yptxlM6bT+4bbyCbTKhDQ1EHBFAVH49zz56ETP+2VsZrzsvn+KBB/9/efYdHVawPHP+eremN9EIKCb33XqR3pUhTQEBFQUG8KrZrBTv+rBQpioCICgoIIkiR3nsLKSSQ3uv2nd8f4UYjRWoKzOd58tybc+acnd0x7Luz77yDuLTRwpVU/+YbnFu1vC2PJ92bUmLOsubjdynIzABApVZTo3krGnbrTWj9RqAo5Gekk3TmJBfPnCTp9Eny0lMJb9Kcxj36Ub1Bo3INxC8cSSPh+zOEiZIZwvzCNF51dKTPwLqMaxfGDz/8wKlTp8pcozE74mT1on5gMIYMhYY2R7T89bW9olcTML0lKkcNZ/em8sfXpxACVCqFdkOjaNA5qNJ/A3nLirNh1UQ4V5J7jFtwSQ53g6GVPq+6osVmFPL+utMkH8niIZsOYVPIUaD9sBr8tu97igqKOO55nDYpnVF0xRSoSv5Nd/RwwJBrBASDTW3wsDti3D+P4tSjWIPa4tv0IRRF4UCRFYcG3nQYVvOaizbL24Y5n3Biy0aC69bnwf++Uyn+RmTwLaud3LSMhJKdCivzQsu/03iVpGnctl0u7wDDkSMkjp+AvagItbs7ATNn4HoLqSEegx5AX7MmSU8/jSUxEUtiIigKPtOm3bY+a/188XtxOllz56Fydkbt6Vny4+GO2tMTl7ZtcWpR8TMNUtUWEFmLR2bNJnrPTo5uWk9K9BnO7d3Fub27cPf1w2azUZiVedl1Mfv3ELN/D16BwTTq0Zd6nbqiL4dvYEIa+3FGI/hkyXEeFTrcXPz4BHA4b8BWx8iQIUOIi4sjLi6OczHnyEjPwKozkK9LYlduEmjhpEaDs3BG66gl2OxCA0Mom1f9Qp6bO6m/qkCAu68jeekGtn8fTVp8Hp1H1UarrzzlGW87Jy8YsRwOfVNSD7zZmJJqI9JVpRcY+WRDNKd2pdDRqOZJJ0eq6Us+qBSo4cKZQxQVFFGsLibSy58HL9bBbtawW0kgxjHxUuANQXUjORAXR/fcBuibjyfpwkkCgks+1CYLaDiuPhFN7uzmODcq62IiJ7eWbAbUYcTYShF4382SkpJ44YUXWL9+PQaDgZo1a7JgwQKa3WLKqZz5/of083F4BQaj0enK5fFuRfaSpaS9/TauPXoQ/OknFd2dy5hiY0kYOQpbXh6OTZsSNOsjtP63Z6W4NSeH5Gf/Q9GuXXgMHULAW2/dlvtKUkXJSDzPsU3rOfXnFsyGYqBkNtwvPJKgOvUIqlUXF69qnNy2iZPbNmMxlsziaR0cadS9Nx1GjkGluvNB6jvrT/P9tnimu7jRvkiAANQKLu2CcG7uR/HRDIr2pVBUUESKKockVTYpSj4FqiKEUvbtpprdhc6WeuzI0WJHxWm/3aQ3O8oj4lniNxQj7AKvQGd6P94ADz+Z4iXBgq2xbFwbS+MiNeFqFc2c1DioFGzYsdqs2NWwQr8Li2Kjqa06TUzBKCpHCg15bDU54eivoKmdwZnkXL7P8McqVLynstPG/lfKl1mr4P9MM5y8Kt+HoF8+fJuY/XuIbNGGgf95uaK7U+punPnOycmhSZMmdOnShSeeeAJfX19iY2MJCwujxhVSZmXayT0if906kqY9i1Pz5oQu+baiu1OGJTWV8yNGYk1JwaFhQ0IXLUTlfHsXlQmbDdO5c+ijom5oS3hJqswsRiPnjx1C7+RMQGStK+41YCou5tT2zRzZ8CvZSRcA6DZhEo26977j/RNCcOxiHnUC3FAyDeSujcMUk3tZO5Wrlu2uewn7bjkFDnU5GzUYq85KkT6T856n8LY5oxMKtayBuOfX5DevXWwJWw7YcdW7MavmHE59n48h34zOQU23R+oS3qhyzUJKd56hwExybA4psXnEns4m92IRGhQi9SrqOqhLtruw51G06X2EMYfDbbsQHexFNZsz91taoaBgy7+I2/AoVq0xYCiwsNfDzp+YAHjQ14vI8yZaaBV8tCqEAr4TG6EPvbMxh6m4iMPr15CTkkSn0RNwcvv3fPKks6dZ/t/nUBQVYz78gmrBlad60N0YfE+fPp2dO3eyffv262ov007uEWqvki3mrTk55f7YtsIi1C5XDqZteXlcePRRrCkp6MLDCZk757YH3lBSncGhdu3bfl9JqkhaBweiWra9Zhu9kxNNevajcY++7PvlR3Z89w07VyyhdruOd7xyiqIoNArxKPnF3xnv8fUxnskm79d4rJkGdOFuuLQJxLFuNdoWBzHVupjnv91FywPxHGv8GBprGA2LwohzykLnepKzmmRauLiTSD1e+akOkYkn+GRAHi+onmLOU/M5vTyflNg81s89wYj/tsTTv+Irw0i3jxCCHWdTaRrujbP+r3J5X65eTPYWDZ6Gst+WOigKDV1shKhL2qocs8hb8RqoBJZ+vYm+FPREHNyE0XIclWsQniNa49mxOeEFsZxak0DDPIWccGcedvck43AWFuBCiDvB4a441/S8o4G32Wjg8Po1HFizEmNRyeLQorxcBr/4RmkFrysRQrB92dcA1O/SrVIF3jdKCIHVZKqQx9bo9dedqrN69Wp69uzJ0KFD2bZtG0FBQTz55JM8+uijt9wPOfNdhRmjo4kfMBC1pyc1d+/69wtuA2G3k/ra6+T+8ANOzZvjMXw4rj26o7qUpmM3GkkcNx7DoUNofH0J+27ZNTerkSTp1tisVr55bjI5yRdpMWAwHUc9UiH9EHaBMNtQOZSd00nIT6Dw7Cm0U97GnFtAXIsJXHAs2WCo2DmBItcE1EJF5+PpeJ8qyWXNc1TxnwkKGm8/vu6+kI1f7SMnvZCmDVrQbWzl2JxIuj3m/7qLxH0bMelcmfTwUKpXD2HHmb0c+yybcLUjjipQa01oNRacFQ1udgfUqLEoFg5qN1Jvxc8ABMyYwSfpxxFpghSHTDYWdGT1xO7U9XVCpdcTnVbAqHl76JOi4GtXodGpsJrtADTrHUrLfuF3tIa3xWTk6O/r2Lf6Jwz5eUBJ+dH8zAysZhPthj1M60HDrnr9sT82sHHeZ2i0OsZ9Og9Xr8pVje1GZr4tRiOfjhlSIf18+psfr3vn8v/1d9q0aQwdOpR9+/YxdepU5s6dy+jRoy9rL2e+7xGaSzPfttzcMhtk3ClCCFJff4PcH34AoPjAAYoPHEDt5YXH4MF4DBlM2nvvYzh0CJWrKyFffSUDb0m6w9QaDZ0fHs+q997g0LpfaNitNx5+5b8Ln6JSUBwuf0sJdQuFFqGYvokkYewjRO2dTbXG/YivcT/1azfl7JlkkrUW9tcNpKMpCnOhEc+0CzyxRs/sB4x8Oucz3Mwu4AoHT5lpkRkBzhq2nT/Cjot78VBq4SDCyCs2k2uwkFtswWq381KfOtQLrByl4aQSVrsVAI2q5L8Tq83O6YO7cFUEjpZ8Fi5cQL0G9Th5IJdBjjXxKt3G3alkbcGlqcIiFzML+JSHvosG4GTvWhwKNCCOCwQCk09j7LnOvPzLSVY+2Y6zqQWM/GoPWUVm4kJc8E2wYTXbcXDW0m1cXULrVeNOSouPZdV7b1B0qTiCh38AbYaMpHa7jpz6cwsbZv8fu1YsJahWHULqNbzs+jM7t7Hpqy8AaHn/0EoXeN+t7HY7zZs3Z+bMmQA0adKEkydPMnv27CsG3zdCznxXYcJq5Uz9BgBE7dxRZpOaG7qPEKS8+iq2zCx8pj2DQ82aV2yT9vYMcpYuBZUK/1dfwZqVTe4PP2BNSyvTVtHpqL5wwW2puS1J0r8TQvDTzP+ScOwwUa3aMmDaSxXdpSsyxcSQMPYRbJmZ6CIisGVlUWyBjf0GUKQyUyuoBg90akXM0Ac5HRXJiXp1URQVZsWCzq4FBQqtLqwPW4UfavrkdOCoQxw7s7pgN5b9oB/h7cy6KR1w0JZMShQUFFBQUEBgYGBFPPV7XpGliEG/DEKn1jG722yCXYNZ/sc+zmxfh0WoSLB7EqnOAkBlV9PCFkE9VXXcWgWRaLEya2882WqY80Rrqol84h98EJGTy76aCh89oKJjame8Td6og9U8/uBzdP1oGwUmK4+0C2P1kWSyiszUD3JjyfhWxGxNIie1mDYP1MDF887mIdvtNpa+OI3087G4+fjSevBw6nXsWmYTrt++/D9ObtuEs4cnD7/3aZl6/+f27WLNx+8i7HYadutFtwmTKmWFkxuZ+a4qaSehoaF0796d+fPnlx6bPXs2b7/9NklJSZe1v5GZb1lEtApTNBrU7iUzO7eyy2Xhtm3k/fgThVu3Ej9oMOn/93/Y//aHIYQg/d33SgJvRSFgxgw8R4zAZ/IkIv/YRNBnn+Lc9lKOqkpF0KyPZOAtSeVIURQ6PzweRVFxbu8uLp46cdW2FpOxHHtWlj4yktDF36D28cYcF4ctLw+3sED6VG+BIhTOJsWyLT6ercMe5GT9+iiKimx1Kr+HbCDeueTNzkVTyPjUXiyIfYPhWb14M/lRWvtvZWwHN17pW4f3BzfEz01PXGYRH244C0BqaipffPEF8+bNIzo6usKe/73s1+i1jI7uxYCzbRm7fixxeXEc3FOSLukQEIUhsBnbcENtccausrFXe45fXA9S2FjHq8kZbMVKs9bB+LmruPjEE4icXBzq1qX+/83nvuJueJu8sSt2nhj8BL5uDjzfqxYAi3aeJ6vITIMgd5aOb42Hk47mfcLpPq7eHQ+8AU5s2UT6+Vj0Ts6MmvkxDbr0uGz3267jJ1ItuDpFuTms++xD7HYbAPGHD7D2/95H2O3U7Xgf3cY/WSkD7xulKApaB4cK+bmR169du3acPXu2zLHo6GhCQ0Nv+TWQwXcVp740223NvrlFl0IIsubOA0ATEABWK1lz5hI/YCBFe/chhCBj1sdkf/MNAP5vvoHHA/eXXq9oNLh17071hQuosWkjEWvX4tqtatRJl6S7iXf1MBp07QHA1m/nI+z2MucLc7JZ+8n7fDp6CKvee4Pc1JSK6Cb6iAhCv1mMS6dO+DzzDOHff0/t4Z1oZS/5xm337t1kms3obTba7NzFE4dS0GscOOV9GB9LyfbehRY7GUo+irMGrdAy/cJIYgq/ZGjLajzYIoR3B5V8db9gZzxbjsby7bffYjSWfOj49ddfMZvNpf1JyTNwMjmPQpO1nF+Je4cQguyt8XTKb07v3PZ0udCEyT9MwdmSi00ojBrQjZf6hdCq2IWWhc1pb6mNAzqyinOZv2ABIvkUTloVExt6cXHyU5hjYtH4+uL2wfsc3nwKjwwPALr36I63Z0lKxshWoaULgxsGu7NkfCvcnbRX6eGdYSwqZMfyxQC0GTLiqhVNtHoH+j8zHY1eT+KJo+xduYLEE0dZ/dFM7DYrNdt0oOfEKddckCndfs888wx79uxh5syZxMTEsGzZMubNm8ekSZNu+d4y7aSKO//QQxgOHCTo41m49b7xMmPF+/eT8PBoFJ2OGps2Yjh6lLQ338KaUbLrnmPTphgOHQLA77+v4jVy5G3tvyRJt09xXi4LpjyG2VBMryefoV6nrtjtNo7+vo4dy78trR8OoNZqaTFgMC0HDkGrr/gSYNk/n+PXg5uIVadRp04dutVuQvbzb6DghL5dNyAYim1s1p4gXp2OTqPjkTFjsf1wAdLNRDsksKT5H3zRczaFqRY+2B3Lr4fi6O94FgdhQnFTsJvtKEaFNm3a0LNnT77eHseFX+OIxcZWrHi76Amr5kSUVk+wQTDggVqEBLtW9EtT5R07ewiXr3PRiZLg146dz9xW42x2pdDDiw+mPMXrCz4h5GBDurpp0CoK1t5B7E8/xMmTJd/i6FV6em77A8ekJBRHR1Qfz+KX/fspKirCwcGBwYMHExUVVeZxs4vMbDyVSp8GAbg6lG/gDbB18XwO/vozXoHBjP7gc9Saay+zO/XnZtZ/MQsUBY1Wh9Vsokbz1vR/Zvq/XlvR7sZSgwBr167lxRdf5Ny5c4SHhzNt2rSrVjuRdb7vIRefepqCjRvxe/UVvEaNuuHrEyc8StGOHXiMGE7Aa68BYCsoIH3WLHK/W17azu/F6XiNGXPb+i1J0p2xf/VP/Ll0ES6eXvR5+jm2fbuAtLgYAPxrRNHqgWEc+f1XEo4dBsDV24cuox8lsmWbCv1K25ptJOXDfRTZTTirHFDsl7dRV3PgeKGR/Zb9WHT5uLm5MWbwQxR/HY1iEGx1PUiKKQCndB9UjjaSXQ+gVpko0BSyLXArniZP2qW1Q1EUlNpd8T9sog86LAiGUojeqtDGqCHcWpIWkOUAE99si69b1QsaKpIQAmtaGpbkFMzJyVzYkYcnIRQaYnBxdCBTceNn/X7s2Nkauo0BoYNQ/xhFc70T4Xo1p7DxU11n+jYM5Mvv1tNGm4jQqNBYLLRMSsZp0ANsPnIEu92On58fw4YNw+tSAYLKIivpAoufm4zdZmPQi28Q3vj6dkTcMOdTTmz5HYCwRk0Z+NyraLTl/8HhRt2twfeNkNVO7iH/q/Vtu4m0E8OJkxTt2AFqNdXGj//rnq6uBLz2Gu79+5M5Zw6u93XFc/jVSyBJklR5NOk9gKOb1pOXlsqKN14EQO/kTPsRY2jYrScqlZoazVsRs283WxZ/RUFmBqtnzSS8cTP6P/PidZfhut00Xg64NAtA2Z8KdkCtoPF0wJpxHnP8KSCPwHETCctz5ezCYvK8j5Kfn8+Xi+cSFlidoPOOtCloSIxBRbRiItvpGGqVCZVNT2BmY/pY65BS7TRZulyqmT3g1A560QYALQqz9R7su7TtOArYhKCaUWH6rN188J+2VHPRV8jrUt5yfvgBw6HD+L3wPGoPj5u6R/ILL5C/eg0Amupt8Gz6CMJqhu0LKTDlc7h/SaWIcIML2p2ZGI5oCcWBsEtbxM9WTBw+VUTe7r1M37MMF5WJva1ak+Hrw66wULj0bWyDBg3o378/ukq4I/W2xfOx22xENG1x3YE3wH3jHsdcXIRGr6fbhCerROAt3TgZfFdxmmqXgu+csgsuhc2G4dAhHOrWveoGN1nzSnK93fr2QRccfNl5p6ZNqX6pjSRJVYNGq6XTqHGsnlVSHqtO+850enh8mQoKiqIQ1aotYY2bsu+XH9m/+ifijxzk0PrVtHrgwYrqOh4Da+Dc0h+Vqw61mw5FpWDLr0n8A3OwJCVxfugf+Eyfjqd3KCK7PrawWPKKsohNiidWCyqNQqDWizyRik2jxYbAsSASB6sbDqlu+KWGY1eZyfXej01l5JT6Ip6W6gSpwNdoxVGrENakGg0a6jiyL53oY1ZqpdkZM28vSyaWLNarzApNVkwWW5kPCsImKNqXgi7YFV3IXyk0cblxLD29lOG1hxPlWZKuYc3KIu3NtxAWC8aTJ6m+cAEa75IcaktaESpnLWqXa78GRXv2lgbe2tAodA1LJm7OWDfT7NknuHj+PAnmfEChuaoBdcQLHDQFU99JQUHBknSQtw/Ox6DS4mg1oUKgDgpizCNjOWw0smXLFoQQ9OzZk1atWpXLtzVCiBt6nLhD+4k/chCVWkPn0RNu6LG0Oj39p714o12UqhiZvV/FqT0v7XKZ9VfwbYqLI2HUQyQ8PJr4YcOwpKVfdp0pNpaCjRsB8L4NuzVJklR5RLVqy8DnXmX4mx/Q56n/lAm8/06rd6Ddgw/R4/GnATjw68+YjYby7GoZikaFLsQVjYceRVUS7Kjd3Ahb/h3O7dsjTCbS33iDsMydqG0OeGY2oUerwTgXhaK2OGFXBBfVWVg1WnRWGwM6NuOJmQPZEAD79BYuaOzo1VpaWSMB2KeJZW9hAdlWG2pFoX3GLgLeH0bmQw8Q8PkkHAyZuAiFlkfP8fTH68gzWK7Y7+joaE6cOFFmIaew2jGczMJuvPmFnFabnY2n0ojPLLpmO6PFxpdbY2g1YxNdPtxKUu5fY5j3Wzy5v8SS+fVJ7KaSKhpGq5GnNj/NiugVTPh9Aon5iQDkLF+OsJQ8R1N0NAkPj8aSmoopPo+0Tw6R+uFBLKl/9SXPlMea2DXkmUo2jRE2G2nvvotFo0E1YgQej7yHSu1EnP4iBROb4jVqJOuqBZfkNAtPPIULQd5h1NEr+Oo0CLsV08mVqOw2nK1GVAhSOvSkxi+/4NKiBR06dGDy5MlMmjSJ1q1bl0vgfWbnNj4bM5S9q1ZwPVm6NquFrYu/AqBpnwF4Bsi9LqTLyZnvKk7tVfKmasvORlitZC1aROZnnyMuvQmYY2JJeOghqi9ahC74r38Esr6aD0Lg0q0r+n8sUpEkqeqLbN7qutvWbtuRPT99R05KMkd/X0eLAYPvYM9unMbHh5B5c8n59lvSP/wIz63foG8bSVGeG4d/ycCJUELTswhO3kx6m/vJdtHR1BaO1yoD5vhtvPBgI0Z9s59w7IxTnHG0B3FGJJCtGFGL39AczIJWE3EMbkXRqZ9ROarR6PVExfzE8QaP460Ppu+PMzj062dEDR1A4KQnUOl0GC029h47yZY1KwHQarXUqVOHBnXr47bTiOVcHrpwN3wea3jDgeLu2CxeX32Ss2kFAHSq6cOYNqHU0ek5szuVzIuFdBpRk4P5Rcxcf5oL2X8F3PO3x/Fa/3oUH8ugcHtJiUZ7kYXC3cm4dQ5h9tHZJBYkAJBtzOaxjY+xuNtCcpeXrPPxmfI0OT/8gDk+noRRD+PU4y2wgzBayVhwHK/H67MyYzVfHPmSfHMewU4RvNt2DtqNGzno7EzC/QOxCjtup1YTofFltf8ffF5jHukZWRSnxqECXPPDScBOqF5FTceSUMS1fTCBL6/BbjSSmZ7LoXQDvbs0QqX667Urz9xuYbez64dlWExGdixfTHFeLp1HT7hm1ZFD69eQk5KMk7sHrQcNL7e+SlWLXHBZxRXt3k3iI+PQ+Pqi8fPDePw4AM7t2+M98XGSX3wJy4ULaPz8qL5oIfqICMwXk4jt2RNsNsJWfI9jw8t31JIk6d5yctsf/Pblxzi6ufPo5wsqRQWUKzGePk3Ss/8h1lSdc1FDAQhN+I2IxPW49+6F5+hHMMUqFO5ORlFdSpFQLCTU8MQzoQg3i0BY00ne/hEbenTFrlaTbT3MWN0j+BR74dohEI++kQghMMXFs3buadLyHamWeYxGJ+YCcDq0Ae+1GUumycD9TgdwtemxKBa04q/8XEehI8LmR2NrGMGjG+NYt6QsrBACbDaUq1SvSM41MGPdaX49VlIK0lmnRphs1DVpqG9W42P/K/Ar1ivMdSjGqkBTew6PJ+8gMSmbr5sN4pdJvTAtOokw29GGuGK5UIDKSUP2eBdGbXoIO3aMKYPQVduGSpfFkDhfHvw+GY2vL5F/bMKank7CuHGgjsSh4XDMdoFRgJtaIU2Xw9TQd8nVFIBdRZAhgBrZdfGx/u19WgB/+7zh5+dPgUVQnJ2G1uSJR04DAsNdaaVWsGcaUDlp8H+uBSrHyjMneP7YYX6a8SpqjQabteQbjLodutBj4pTLqo/YbTaOb97Atm8XYjEZ6TlxCvW7dK+IblcIueBSVju5pxjPRhM/cGDp7yo3N/ymT8f9gftRFAVLWjqJ48dhjolF7eVF9YULyF3xAznLluHctg3VFy6swN5LklRZ2KxWFk2bSF5aKp1HT6BZ3/uv2C45+jSbF82jeoNGtBk0vEIWaNoNBlLeeZ+je3NxNWcQ1bUOXmPHlvl2z1ZkIn3WCizpzqicff66tiidoq3voGAmdswY9hcWlJ7TCBXuOONXJwS/AD+aNWuGOV9h+dv7EHbBBeNxhu1fgIPNwj6/mvzax4e6hmAMagMbgzbiUezPoLQBFKiyMCkl6Rs+djf6G2tiTVxGcUoqZGehtpgxOrth9fJG5eOLPsCPJG8vzjp5My/Tn0KLQKXAk3WC6B1v4GKOiRhjSfkXC4JorY3qNoGDykiSLpPallOI4jzy3VyxKyoci434+DbD1+qKX7AfkeNak/XFMawZBtaG7OQLl6VY8hoRYn2UhPxEtMFf8t6SXGqkgsfTkwh4cjIAxvhk0mafQa3ScrTITLLVTkcXPc5qhVhdEh/qzlDPpsZBlKSzKHY71TLy0Hp0oLuoxkltIuud9+Bt8ONvk9e4ZzWkefv6tB0ciT3HSO6aOFxaBeB4h7d5v1E/f/AWsQf20qRXf/wja/Lblx8j7HYimrWk39QX0OpKcusTjh9h6zdfkXmh5NuEkLoNGPrqjHuqLrcMvmXwfU+x5eYS3bYd2O24dOmC/+uvo/XzLdPGmpPDhfETMJ46hcrNDWEyIUwmqn/9Nc6tr/+raUmS7m7HN//O73NLtrce/9n80uDif3LTUln28jQMBfkAuFbzocsjjxHZvHzyb//JFBODxtv7mlU58tatJ/3TFWhDOqJonTDs+QJ9hB+B78xEFRbG77//zt4Te8EAqn8sg/L29mbcuHEcXHuRY5sv4uLjiEdYBpGfvEqRTsf6Pr0QKjWNuzbm65RljDvbjaZFdTDYLUTHLeVILX8sWi1tLTWJOLgNy/k/r9jHi0FB7OzQHgCDVU2qb1OmdG6O03fRuFx6h87WqLC2D+KwyOHIwV14WTK43pdcURR83bzxzXLEUzjzSshcUi5M5KfHu5Oca2DO3K/44I/lmDXw7YwOvNP/C1SoiJ6zB9dEOzlWO6mHl6MxpRLf8HGauMJ+3VmS1SVVtnR6DRGn4qmvqoVbQKvS1/HN4LkkCicaxDyAnyobk0MmKqsjvQb2oUn7yxf5VyZ56WnMf3oCCMHYWbOpFhRC7MF9rP34XawWM0G169FlzKPs/uk7Yg/sBcDB2YU2Q0fRqHvvSl+X+3aTwbcMvu85BZs2gVqNS+fOV30DtBUUcOHxiaUb5jg0akjY8uV3xVa1kiTdHjarhYVTHyc/I50uYx+nae/+pedMxUUse+U/ZCddwDskFLPRSH5GGgARTVvQZezjePj5V1TXr8l4NpqLTz+FJTkFn0mTqDZhfJm0D6PVyOh1o/GOc2FUej/ytUZOu6WQX1BAUFAQw4eOZMXbhzAWWqg3wJufjj9N7fO1yfDzx99QxPiXXydl2UlU501YbUbMOz/Flh3DvnqNiW9QC61Q09vQjM9MyYTUDqFGdW+KUtIpSk7Bkp6K2cMIGhUqmw37pa3Hw6zBdLTWQEGDVq1QbDNyxCWR07YLpQv/NBZQhDtqs8I5j+0kVMujc14TWhQ0IYcCsgrOkufhgvmfM7ACDA5e9GxVH1dXVxIXfovHmRMcq27jx/ZWQr1DcUt24pULYxBCsFw5QfXDn1M/EY40bktMzeoIxY5aqGjhVoc6qQK1OqD09mm++SzX/YEtOZga2Y1LDirgUsudhj2r06SOD5Xdn0sXsX/1T4Q2bMKQl98qPX7x9AlWvfdmmQ2rFJWKxj370mbISBxd7s1NmWTwLYNv6SrsxcVcnDKVoh07CJn/FS7t2lV0lyRJqmSOblzPpvlf4OLpxfhP56PR6bDbbKx893USjh3Gxasao2bMQu/szN5VP7B/9U/YbVY0Wh2tHniQFgOHVMpZP2GxYDcYUF/lvSSlMIXha4bz9pknCDcFYW7jxg9nfsNgMFCjRg0ahHRg5/I4rCoLOS6x4JQOdoU6qZHUcwvAQ6NFWI0Ydn2CKTeW2F69mR/Ul4am4+jMuYTbfLm/Yx9culQnL8OAp58TKLB8+XLOnj2Lj7c3HX/+hb3VI7lY3Q8AZ6GnS+v7yDHlsPfIfqyUpHcEZRVRf992zvhbyAp+CUebJzGBewgJtzHkZEdUqNhgXkKL37ajsQsskZEs7u6FptgbH6MPhYrxX18vjVDjKZxRbHpiAo30adSc01v+JMtW0gdnkxu9RF08KSllK4QgVW1mlzmVQqsad6MPCipQIKq5Hy37hePh53Q7hvKOs5hNzHtiLMbCAgY+9+pli5fTz8fx08z/UpyXS3jjZnR6eALVgkMqqLeVgwy+ZfAtXYMQAltuLhrPK5cekyTp3ma1WFgw5VEKszLpOv5JGnXvzR8LZnN04zo0ej3DX38Pv4jI0vZZSRfYvHAOiSeOAhAQWYu+U57D3bdyzoJfy/7U/Xzzw5dMTxqHRWfDMMKbH39aid1qJ9U1Fb/kVngXB5LjfQC72kI9UzhtRAQAFiE4lnYRx6yFzOqcir5GDZb3W05eZh5z585FCEEPW2OSNf6kpRTj4qnHMbyAU8l7UKlUPPbYYxTtOsfhjUWEeBjZoT1DgapskOylONPWWAt/4Ulc8Q4KGgYTnBOIQ7oWZ/Vf32KeDr7INJeZ1EgRPLtK4J1vx6iFL/s7MdL+Hn6KjQuBZmIMWdgKMhC56SguWrLdvDCainAQosxiyb9z1GppfPgIXnEZJLV8lpqu7mRZ7cSY7BT/Y1dSe3guIx/uQbVAl9s6TnfaiS0b2TDnE9x8fBn/6VeoVOrL2hTn51GQlYlfeI0K6GHlI4NvGXxLkiRJt+DwhrVsXjgH12o+NOndnz+XLARFYcCzLxHVos1l7YUQnNm5jT8WzsZUVITO0Ynuj02mdtuOFdD7W7PkxBIiVuiobg7AqJg4oUvgiHKh5KTego/wIcOci7vdiUHmVqhUKvJTT3NYE0SeyhFnLx2roj4hTnWGYbWG8UrrV9iwYQO7d+/GRTjQIr8FJwwKNpWRHO+DCJUND3MNGtRsRtKhdNo7qNCpFIoyDhE3IIy9hw/j7unOeaeTDPlqN0EhD6CL6nnFvpsA98Y+VBtck9c2r+XH85/iYU9lyi92Gp4X2IFdrSfT278hViHYmG/F/LcIwN3XkQKVne4GCwaVgcwaWtQ1dWRmZpKdnY2/vz9dunRBX1xM0vPPk33oLBeDOoFOj//DD+Lk646Di5bfUteyv3A3H/SdiY9T5U8x+TshBEumTyX9fCwdRo6l5cAhFd2lKuFuDL7DwsJISEi47PiTTz7JF198cdlxGXxLkiRJN81qNrPg6QkU/m3n3I6jHvnX+t/5Gen8+tmHJJ89BUCD+3rQZcxjFbZl/c0QQvDVyk/odqAhukulA2NVaWzRnigzG9xf25Ka7Rvg3MIfu6mQvFwb6xeeIy/DgNoBVkV8RrJ7DEMiHiTwSGPS0k9gVZtoYK1Ol4cH8sOmVaRkXERrdcM9sxEaFDq4anBXK1gLL2LYPBPTfc059mgX5h36nBcWFxCZAqYQXyJnfIvxTCFqNx1aPyfw0LN68WlycszUauVP4+4hqN20dJy1GaPTNrz9tjFmow++Ba1J8W9FJ1cdHhqFbJ2R2CO7yfOujcbRG2+NimCtCg+NgtFJQ41XWpdudnTZ62SzkTl3LjlLluL77LN4DB5UHsNzxyVHn+a7V59Do9Xx2OyvcXSVscf1uBuD74yMDGyX0qwATpw4Qffu3dmyZQudO3e+rH2lCL7Pnz/PW2+9xebNm0lNTSUwMJCHHnqIl19+GZ3u+rbolcG3JElSxTi0fjVbvp4HQP0u3enx+NPXtUDbbrOx+8dl7Fm1AoTAKzCYflNfwCc0/E53+bax2q3svbiHCKrjYXDBlmng4JmjbLmwD4B6IbUYMnYYirrsQkZDoZn1s4+TEpuHUAR7QlYTldkM7+JgTPpM8j1PoQgFX40rabZ8BHbszgWEG8Kob4gkULiRo85nlsNM/rMsG5WAjx5Q0fqMoN1pgeLuSsQPP6KrXv2yPl84nc3qT478dUABu5OaOJMZxUlNSL5Ad+nTQ63Cc9QOrouwmbGmHkNbvQnY/kqtEAp4P94QxzD32//iVnK/fvoBZ3Zuo17nbvR6YmpFd6fKuBuD73+aOnUqa9eu5dy5c1f8t/BGnusdWxVz5swZ7HY7c+fOJTIykhMnTvDoo49SVFTEhx9+eKceVpIkSboNGnTtSeyBvTi4utFtwpPXXRlJpVbTbtjDhNRrxPrPPyQ7+SLLX3uBsR99iWs17zvc69tDo9LQrnr7vw7Ugk7tgnA+4EtCQgK9e/e+LPAGcHTRMWBqYzZ/c5pzB9Jpk1iyB4NVb+RQvT/wytbiZfQmzVZSqrGdpTZ1s/5aqGdVbMyvtZpsN2/+7KLQeXMWU3+xo7YDGg0hn35+xcAbIKSOF10ers2ZXSlkpxRhKraiKrIRiRryARSKXFQM7aDBPGMhNqdJqL3C0QY1BxsoOjX6CHf0kR441vFCU83xdr2cVUZRbg7Re3YC0KRnvwruzd1LCIGw2P+94R2gaFU3VeXNbDazZMkSpk2bdluqxJVr2skHH3zA7NmziYuLu672cuZbkiSp6irOz2PlO6+TFneOqJZtGfDsSxXdpXIh7IK9q+M4+FsCgVEe9BhfD2cPPWlZacz/4issdiuBeNHTsyV6Tyf0Xs5oPBxwiPJA63epeojZTPyDwzCdOQOA/5tv4Pngg9f3+EJgKLCQnVLE4t/OcS4ulxS1nQ+mtaZBsAem+HiSnnkNxbUJ+hp+VBvbF12I6xU/UFQ2ZqMBRaW6rAb9lRzduI6D61ZTv3M3mvYZiEarvWb73T99x64VSwmoWZuRb8lJwhtxIzPfdrON5P/uqpB+Br7ZFpXu8gW0/2bFihWMHDmSxMREAgMDr9imUsx8X0leXh5eXl5XPW8ymTCZTKW/5+fnl0e3JEmSpDvAyc2dnk9MYcn0KZzbt4uYA3svK9t2N1JUCq3vr0HjbtXRO2tKZ8r8qvkx+MEhHDt2jF69el1zUknR6Qj68AOSp7+Ia7du1x14Q8mmOk5uOpzcdIzxa8DwebvpGOVDg2APAPTh4YQu+ZLiAwdwad/+qlvdVzbGwkK+nT4FU1EhA//zMiH1Gl61bUnJzC8B2L7sa45tWk/HUY8Q1ardZTOXQggyLyRwbON6QM56S5dbsGABvXv3vmrgfaPKbeY7NjaWpk2b8tFHHzFhwoQrtnn99dd54403LjsuZ74lSZKqru3LvmbfLz/iWs2HsbO+ROdw76U0SLduyzdfcWjdLwCoNRr6Pv08Ua3aXtbu5LY/+G32/4EQ1GzTgeQzJ0sXDwfVrkfn0RPwi4gkLS6Gc3t3cm7fLnJSkgFwcvfg0S8W/essuVTWjcx8V7W0k4SEBCIiIli5ciUDBw68ars7uuDyagHy3+3fv5/mzZuX/p6cnEynTp3o1KkT8+fPv+p1V5r5DgkJkcG3JElSFWYxGfnmP5PIS0+jWd/76Tz6yhMwknQ1WRcvsPj5ydhtNgIia5EScxZFUdHt0Sdp2LVXabuzu3fw6yfvI4SdJr3602XsY1hNJvav+Yn9q1diNZfEGM6eXhT9rZqPWqslrFFT2gweUaaOvXR97uYFl6+//jpz587lwoULaK7xLdEdTTuZPHkyw4cPv2absLCw0v+fnJxMly5daNOmDfPmzbvmdXq9Hr3+3/O4JEmSpKpDq3eg67gnWPnu6xxat5o6HbrIzUmk6yaEYMs387DbbNRo3ooBz77EpvlfcvyPDWyc9zmG/Hxa3j+UuEP7WPfZBwhhp36XHnQZ8yiKoqB1cKDt0FE0uK8n27/7htPbt1CUk41W70B4k+ZEtWpLRJPm6Byrxg6cUvmx2+0sWrSIMWPGXDPwvlE3fCdvb2+8va9vxXpSUhJdunShWbNmLFq0CJWq8i/mkCRJkm6/8CbNqdWmA2d3b2fjvM8ZOePDK+4cKEn/FHdoPwnHDqPWaOj08HhUKjXdH52Mk5sHe1d9z47li0mPjyX24F7sNhu123Wi+2OTUP4Rc7hW86bP5GdpOWAwhTnZBNWpd10LN6V716ZNm0hMTGTcuHG39b53LBpOTk6mc+fOhISE8OGHH5KRkUFqaiqpqal36iElSZKkSqzzmEfROzmTFneOo7+vu+n72KxW8jMzSIuLwWI0/vsFUpVltVjYuvgrAJr2vR9P/5IFb4qi0H74w3QZ+xgA0Xt3YrNaiWrZlt6Tpl3zg5139TDCGjWVgbf0r3r06IEQgpo1a97W+96xJc6///47MTExxMTEEBwcXOZcJd5UU5IkSbpDXDy96DByDJvmf8mO5YuJbNkGV69rf5NqKCzgyIa1JJ89TVFONoW5ORgK8uHS+4h/ZE1GvPkBKrWcRb8bHV6/mtzUFJw9PGn9wOUVX5r2HoCjqxsb531OWKOm9J3ynPxvQar05PbykiRJUrkRdjvf/fc5Us6dxcXTi/r39aTBfT1w8/Yp0644P49D637h8G9rMBsMl93nfwGW3Waj46hHaDFgcLn0X7o5ZkMxP7//FlazmYbde1O7bUc0/7LbdVFuDgunPobZYKDXk89Qr1PXq7a1Wa2oq0jJxLvR3bzg8npV2jrfkiRJ0r1NUanoOXEKP7z9CoU52ez56Tv2rvye8CbNaNitF34RURxa9wtHNvyKxVSSUuJTPYxGPfrg7uOHs6cXzp5eOLq4cmLbJn6f8ym7ViwlsmWb0pQEqfL5Y8FsLpw6DkBKzFn+XLqIRt1706h7H1w8r7z/x/bvvsFsMOAfWZO6Hbpc8/4y8JaqEjnzLUmSJJU7q8VCzP7dHNv0GxdOHrtiG9+wGrQeMpzIZq0uWzwHJSmMP779CoknjlK9fkOGvDLjtmz9LF2fgqxM9vy0nAZde+JfI+qq7U5t38L6zz9CUVQ07TOAs3t2UJiVCYBKraFm63Z4h4Si0mhQq9UoajVWk4k/ly4CYOTbHxEQVatcnpN0c+TMt5z5liRJkio5jVZL7bYdqd22I9nJSRzfvIGTWzdhKMjHv0YUrQePIKJpi2sG04qi0P2xp/jmP5NIPHGME1s20uC+HuX4LO5tfy5dxJmd2zi9cxuDpr9GcJ36l7XJTU0p3WmyzZARtBkygg4jxxKzfzeH1q0mOfo0Z3Zuu+pj1O14nwy8pbuOnPmWJEmSKgWrxUJxbg6u3j43NIN9YM1Kti1ZiN7JmbGzZl81jeF6JRw/wtldf9K4Zz98wyJu6V53q7z0VBY8/RhClOxUqNHrGfTCa2W2fLdZLSz/7/Okxp4juE59hv53xmVVSFJjz3Fm51aMRUUImw2bzVb6vzpHRzqPnoCTm3u5PjfpxsmZbznzLUmSJFVBGq0WNx/fG76uaZ+BnNn1J2lxMWxeNIcB0166qcdPi4vhz2Vfk3j8CACxB/cxasasm+rT3e7A2p8Rwk5IvYao1GoSjh1m5btvcP/zrxLaoDEAO1csJTX2HA7OLvSe/OwVy//514i6ZsqKJN2NZPAtSZIkVWkqtZoejz/N0pee4dzeXZzbt4uolm2v+/rs5CR2fv8t0Xt2XLqfBicPDwqzMln1/puMePP9a+5+mJl4nowLCVhNJqxmE1azGYvJhNVixmwwYDEUYzYaMBsMmI0GbBYLGp0OrV6PRqdHo3dAq9MTUq/BNSt63Izi/DzWfPwOiqIiqFYdAmvVJbBmbfROzrd0zxNbNgLQetAwAmvWYfWsmcQfPsDP773JwP+8jKJWs3/1TwD0ePzpy6rZSNK9TAbfkiRJUpXnGxZBiwGD2btqBX8snIO7rz/e1UOvutmKsbCQCyePEXtwL6e2b0HY7aAo1G3fmbYPPoSiUrHs5WlkJp7n108/YOBzr1x2L2G3s2fl9+z6cVlp3fFbcXLbJixGI4179r3le/3P7h+/4+KpEwB/LWxVFHxCQgmqU49arTsQVKfeDaX5HNmwFqvZhF9EJCH1GqIoCgOefZk1H79D3MF9/PzBWyUfVoSgYddeRLW6/g9CknQvkDnfkiRJ0l3Bajaz+PmnyElJAkDr4EhAZBQBUbUJiKqFRqfnwsljJBw/QlpsTGm+MkBE0xa0Hz4an9Dw0mMpMWdZ8fqLWC1mmvW9n86jJ5SeMxQWsP6zD4k/chCAgJq1cXRxRaPTX5rR1pXMbjs4oXNwQOfoiM7BEa2jExqNBqvFgsVswmoyYTGZyEyM5/jm31FUKga/+CahDRvf8uuRm5bKomcmYrdZafXAMAqyMkg6e4q8tLI7TXsGBFKvc3fqder6r/nyFqOReZMewVhYQL+p06nVpn3pOZvVwtr/e4+Y/XsA8AoK4aF3Pkarv7tzfSWZ8w0y51uSJEm6B2l0OgY8+xJbF88nOfoMFqOBxBPHSDxx5VKGXkEhhDZoTK02HQiqXfey8wGRtej55FR+/eR9Dv76M15BwTTs2ou0uBhWz5pJfkY6Gq2OrhOepH7nbrfUdyEENquVU39uZs3/vcPIt2fhFRh0S/fc9cNS7DYroQ2b0H74w6XHC3OyST57ivgjBzm7azs5Kcns+O4bdn7/LeGNm9G4R1/CmzS/4j2Pb9mIsbAAD78Aolq1KXNOrdHSb+p0Ns3/kounj9Nv6gsy8JaqtIKCAl599VVWrVpFeno6TZo04ZNPPqFFixa3dF858y1JkiTddex2G1kXL5By7gzJ0WdIiT6DxWQiuG59Qhs0pnr9RrhWu/bW9v+z+8fv2PXDUlRqNU16D+DIb2uwWa14+AXQf9qLt60iitVsZsVbL5ESfQbPgCBGvv0RDi4uN3WvjIR4Fr/wNAjBQ+/8H34RkVdsZzYaOLt7Oyc2byQ5+nTp8eb9B9Fx5Ngy9dXtNhsLpjxKfkY63SY8SaPufW6qb9Ld526d+R42bBgnTpxg9uzZBAYGsmTJEj7++GNOnTpFUFDZD8c38lxl8C1JkiRJ1yCEYN1nH5apR12jeSt6PfkMDs43FxxfTVFuDktfmkZBVgahDZswaPrrqNRXzlu/llXvvUHcof3UbNOB/lNfuK5rsi5e4Mjvazmy4VcAarXpQK8nnyndBv70jq2s++xDnNw9mPD5ArQ6/Q33S7o73Y3Bt8FgwNXVlV9++YW+ff9ah9G4cWP69evH22+/Xab9jTzXy7cMkyRJkiSplKIo9Jw4haDa9VAUFe1HjGHgsy/f9sAbwNnDk/uffxWNXk/CscNsXTz/hu9x8cxJ4g7tR1GpaPfgQ9d9XbXgELqOe4Lek6ahUqs5u3s7P854FUNhAUKI0uolTXr1l4G3dNOEEJjN5gr5uZH5ZqvVis1muyyQdnR0ZMeOHbf0Gsicb0mSJEn6Fxqdjgdfm4m52HDTqSDXyzcsgj6TnmX1rJkc/m0N7r7+NOs78LquFUKwfdk3ADTo0uOm8sbrdrwPZ08vVn80k6QzJ/nu1edo1mcgGQnxaPUONOoh002km2exWJg5c2aFPPZLL72E7tI3Of/G1dWVNm3a8NZbb1GnTh38/Pz47rvv2Lt3L1FRt1abXs58S5IkSdJ1UKnUdzzw/p+oVm1pN6xkkeTWxV+x+eu52G22f70u/vABks+eQqPV0XrI8Jt+/NAGjRnx5vu4VPMmJ/kim+Z/AUDDbj1xdHG96ftKUlXy7bffIoQgKCgIvV7Pp59+ysiRI1HfRCrY38mZb0mSJEmqhFo98CAAO7//lsPr15CTnETfKc9fNd1F2O1s/65k1rtJ7/64el3fgtKr8a4exsi3P2TVu2+QkRCPSq2maZ/7b+mekqTVannppZvbhfZ2PPaNqFGjBtu2baOoqIj8/HwCAgIYNmwY4eHh/37xNcjgW5IkSZIqIUVRaD1oGNWCQlj3xUecP3qI7175D/e/8F88/QMva396x1YyE8+jd3KmxcAht6UPrl7eDHv9Pfb+vAKf6mFyp0rplimKct2pH5WFs7Mzzs7O5OTksGHDBt5///1bup8MviVJkiSpEotq1ZbhPr78/MFbZCdfZNnLz9Jn8rNodDpSY8+RGhdDWmw0eelpALQYMPi2pobonZzoOHLsbbufJFUVGzZsQAhBrVq1iImJ4bnnnqNWrVo88sgjt3RfGXxLkiRJUiXnFxHJqJkf88uHb5MaE83Kd1+/YruwRk1p2ntA+XZOku5SeXl5vPjii1y8eBEvLy8GDx7MjBkzbjh95Z9knW9JkiRJqiIsZhObvvqC0zu24uJVDf8aUfjXqIlfRCR+EZF3pPyhJP2bu7HO942S28tLkiRJ0l1Iq9PTe9I0ejz+NGqNfAuXpKpIlhqUJEmSpCpGBt6SVHXJ4FuSJEmSJEmSyokMviVJkiRJkiSpnMjgW5IkSZIkSZLKiQy+JUmSJEmSpDvGbrdXdBfuuBspHlipV2z874nk5+dXcE8kSZIkSZKkK/lfnPbPAFSn06FSqUhOTsbHxwedToeiKBXRxTtKCEFGRgaKolxXDfBKHXwXFBQAEBISUsE9kSRJkiRJkq6loKAAd3f30t9VKhXh4eGkpKSQnJxcgT278xRFITg4GLVa/e9tK/MmO3a7neTkZFxdXcvlk1J+fj4hISFcuHBBbupThclxvDvIcbw7yHG8O8hxvDvcqXEUQlBQUEBgYCAq1eUZzUIIrFYrNpvttj1mZaPVaq8r8IZKPvOtUqkIDg4u98d1c3OT/7jcBeQ43h3kON4d5DjeHeQ43h3uxDj+fcb7n/6XjnGr27LfLeSCS0mSJEmSJEkqJzL4liRJkiRJkqRyIoPvv9Hr9bz22mvo9fqK7op0C+Q43h3kON4d5DjeHeQ43h3kOFYOlXrBpSRJkiRJkiTdTeTMtyRJkiRJkiSVExl8S5IkSZIkSVI5kcG3JEmSJEmSJJUTGXxLkiRJkiRJUjmRwffffPnll4SHh+Pg4ECzZs3Yvn17RXdJuop33nmHFi1a4Orqiq+vL/fffz9nz54t00YIweuvv05gYCCOjo507tyZkydPVlCPpevxzjvvoCgKU6dOLT0mx7FqSEpK4qGHHqJatWo4OTnRuHFjDh48WHpejmPlZ7VaeeWVVwgPD8fR0ZGIiAjefPNN7HZ7aRs5jpXPn3/+Sf/+/QkMDERRFH7++ecy569nzEwmE0899RTe3t44OzszYMAALl68WI7P4t4ig+9Lvv/+e6ZOncrLL7/M4cOH6dChA7179yYxMbGiuyZdwbZt25g0aRJ79uxh48aNWK1WevToQVFRUWmb999/n1mzZvH555+zf/9+/P396d69OwUFBRXYc+lq9u/fz7x582jYsGGZ43IcK7+cnBzatWuHVqtl/fr1nDp1io8++ggPD4/SNnIcK7/33nuPOXPm8Pnnn3P69Gnef/99PvjgAz777LPSNnIcK5+ioiIaNWrE559/fsXz1zNmU6dOZdWqVSxfvpwdO3ZQWFhIv3797urt4CuUkIQQQrRs2VJMnDixzLHatWuL6dOnV1CPpBuRnp4uALFt2zYhhBB2u134+/uLd999t7SN0WgU7u7uYs6cORXVTekqCgoKRFRUlNi4caPo1KmTmDJlihBCjmNV8cILL4j27dtf9bwcx6qhb9++Yty4cWWODRo0SDz00ENCCDmOVQEgVq1aVfr79YxZbm6u0Gq1Yvny5aVtkpKShEqlEr/99lu59f1eIme+AbPZzMGDB+nRo0eZ4z169GDXrl0V1CvpRuTl5QHg5eUFQHx8PKmpqWXGVK/X06lTJzmmldCkSZPo27cv3bp1K3NcjmPVsHr1apo3b87QoUPx9fWlSZMmfPXVV6Xn5ThWDe3bt+ePP/4gOjoagKNHj7Jjxw769OkDyHGsiq5nzA4ePIjFYinTJjAwkPr168txvUM0Fd2ByiAzMxObzYafn1+Z435+fqSmplZQr6TrJYRg2rRptG/fnvr16wOUjtuVxjQhIaHc+yhd3fLlyzl06BD79++/7Jwcx6ohLi6O2bNnM23aNF566SX27dvH008/jV6vZ/To0XIcq4gXXniBvLw8ateujVqtxmazMWPGDEaMGAHIv8eq6HrGLDU1FZ1Oh6en52VtZAx0Z8jg+28URSnzuxDismNS5TN58mSOHTvGjh07Ljsnx7Ryu3DhAlOmTOH333/HwcHhqu3kOFZudrud5s2bM3PmTACaNGnCyZMnmT17NqNHjy5tJ8excvv+++9ZsmQJy5Yto169ehw5coSpU6cSGBjImDFjStvJcax6bmbM5LjeOTLtBPD29katVl/2CS89Pf2yT4tS5fLUU0+xevVqtmzZQnBwcOlxf39/ADmmldzBgwdJT0+nWbNmaDQaNBoN27Zt49NPP0Wj0ZSOlRzHyi0gIIC6deuWOVanTp3SBevy77FqeO6555g+fTrDhw+nQYMGPPzwwzzzzDO88847gBzHquh6xszf3x+z2UxOTs5V20i3lwy+AZ1OR7Nmzdi4cWOZ4xs3bqRt27YV1CvpWoQQTJ48mZUrV7J582bCw8PLnA8PD8ff37/MmJrNZrZt2ybHtBLp2rUrx48f58iRI6U/zZs3Z9SoURw5coSIiAg5jlVAu3btLiv1GR0dTWhoKCD/HquK4uJiVKqyYYFarS4tNSjHseq5njFr1qwZWq22TJuUlBROnDghx/VOqbClnpXM8uXLhVarFQsWLBCnTp0SU6dOFc7OzuL8+fMV3TXpCp544gnh7u4utm7dKlJSUkp/iouLS9u8++67wt3dXaxcuVIcP35cjBgxQgQEBIj8/PwK7Ln0b/5e7UQIOY5Vwb59+4RGoxEzZswQ586dE0uXLhVOTk5iyZIlpW3kOFZ+Y8aMEUFBQWLt2rUiPj5erFy5Unh7e4vnn3++tI0cx8qnoKBAHD58WBw+fFgAYtasWeLw4cMiISFBCHF9YzZx4kQRHBwsNm3aJA4dOiTuu+8+0ahRI2G1Wivqad3VZPD9N1988YUIDQ0VOp1ONG3atLRsnVT5AFf8WbRoUWkbu90uXnvtNeHv7y/0er3o2LGjOH78eMV1Wrou/wy+5ThWDWvWrBH169cXer1e1K5dW8ybN6/MeTmOlV9+fr6YMmWKqF69unBwcBARERHi5ZdfFiaTqbSNHMfKZ8uWLVd8PxwzZowQ4vrGzGAwiMmTJwsvLy/h6Ogo+vXrJxITEyvg2dwbFCGEqJg5d0mSJEmSJEm6t8icb0mSJEmSJEkqJzL4liRJkiRJkqRyIoNvSZIkSZIkSSonMviWJEmSJEmSpHIig29JkiRJkiRJKicy+JYkSZIkSZKkciKDb0mSJEmSJEkqJzL4liRJkiRJkqRyIoNvSZIkSZIkSSonMviWJEmSJEmSpHIig29JkiRJkiRJKicy+JYkSZIkSZKkcvL/uLLYXihl/mkAAAAASUVORK5CYII=", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -331,9 +331,9 @@ ">>> y[:, i] += rng.integers(4) - 2\n", ">>> ysr, ikeptr, inotkeptr, scoresr = similarity(y)\n", ">>> ysn, ikeptn, inotkeptn, scoresn = similarity(y, repeat=False)\n", - ">>> fig, axs = plt.subplots(3, 1, sharex=True, figsize=(8, 8))\n", + ">>> fig, axs = plt.subplots(3, 1, sharex=True, figsize=(7, 7))\n", ">>> axs[0].plot(y, label=list(range(n)))\n", - ">>> axs[0].legend(loc=(1.01, 0))\n", + ">>> axs[0].legend(loc=(1.01, 0), ncol=2)\n", ">>> axs[0].set_title(f'Original vectors (n={n})')\n", ">>> axs[1].plot(ysr, label= ikeptr.tolist())\n", ">>> axs[1].set_title(f'Vectors maintained with repeat selection (n={len(ikeptr)})')\n", @@ -354,7 +354,7 @@ "output_type": "stream", "text": [ "Calculated threshold: 3.0\n", - "Vectors discarded (dimension 1, n=5): [8 4 2 0 6]\n" + "Vectors discarded (dimension 1, n=5): [6 0 2 4 8]\n" ] } ], @@ -411,7 +411,7 @@ { "data": { "text/plain": [ - "array([8, 4, 2, 0, 6])" + "array([6, 0, 2, 4, 8])" ] }, "execution_count": 8, @@ -431,18 +431,18 @@ { "data": { "text/plain": [ - "array([[3.064e+00, 3.714e-02, 2.942e+00, 4.471e-02, 2.952e+00, 4.792e-02,\n", - " 1.952e+00, 4.131e-02, 3.177e+00, 4.547e-02],\n", - " [5.671e+01, 7.606e-01, 5.623e+01, 8.209e-01, 5.938e+01, 1.000e+00,\n", - " 4.111e+01, 8.213e-01, nan, 9.374e-01],\n", - " [6.461e+01, 8.569e-01, 6.616e+01, 8.682e-01, nan, 9.941e-01,\n", - " 4.917e+01, 1.006e+00, nan, 9.440e-01],\n", - " [6.780e+01, 8.077e-01, nan, 9.623e-01, nan, 8.091e-01,\n", - " 4.691e+01, 1.070e+00, nan, 1.000e+00],\n", - " [ nan, 9.317e-01, nan, 9.755e-01, nan, 8.965e-01,\n", - " 4.548e+01, 1.025e+00, nan, 1.126e+00],\n", - " [ nan, 8.394e-01, nan, 1.000e+00, nan, 8.408e-01,\n", - " nan, 1.112e+00, nan, 1.039e+00]])" + "array([[ 8.791, 0.162, 4.843, 0.159, 2.141, 0.172, 13.413,\n", + " 0.153, 1.828, 0.13 ],\n", + " [109.377, 0.865, 64.015, 0.839, 27.5 , 1. , nan,\n", + " 0.771, 24.609, 0.695],\n", + " [ nan, 0.955, 90.718, 0.905, 39.667, 1.045, nan,\n", + " 0.869, 36.199, 0.82 ],\n", + " [ nan, 1. , nan, 0.962, 39.243, 1.245, nan,\n", + " 0.882, 35.509, 0.804],\n", + " [ nan, 1.003, nan, 0.972, nan, 1.165, nan,\n", + " 0.997, 47.104, 0.827],\n", + " [ nan, 0.998, nan, 1. , nan, 1.013, nan,\n", + " 0.967, nan, 1.003]])" ] }, "execution_count": 9, @@ -464,7 +464,7 @@ "output_type": "stream", "text": [ "Calculated threshold: 3.0\n", - "Vectors discarded (dimension 1, n=5): [8 4 2 0 6]\n" + "Vectors discarded (dimension 1, n=5): [6 0 2 4 8]\n" ] } ], @@ -503,7 +503,7 @@ "output_type": "stream", "text": [ "Calculated threshold: 3.0\n", - "Vectors discarded (dimension 1, n=2): [8 0]\n" + "Vectors discarded (dimension 1, n=3): [6 0 2]\n" ] } ], @@ -534,7 +534,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "2.31 ms ± 20 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + "2.3 ms ± 15.1 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], @@ -552,7 +552,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "887 µs ± 21 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" + "882 µs ± 21.4 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" ] } ], @@ -577,7 +577,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "328 µs ± 3.24 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" + "332 µs ± 3.12 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" ] } ], @@ -595,7 +595,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "77.4 µs ± 4.13 µs per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n" + "77.6 µs ± 1.35 µs per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n" ] } ], @@ -621,7 +621,7 @@ "text/plain": [ "Timer unit: 1e-09 s\n", "\n", - "Total time: 0.00471052 s\n", + "Total time: 0.00477567 s\n", "File: /home/marcos/adrive/Python/BMC/notebooks/./../functions/simila.py\n", "Function: similarity at line 87\n", "\n", @@ -678,7 +678,7 @@ " 135 nmin : integer, optional, default = 3\n", " 136 If greater than 0, minumum number of vectors to keep.\n", " 137 If lower than 0, maximum number of vectors to discard.\n", - " 138 repeat :bool, optional, default = True\n", + " 138 repeat : bool, optional, default = True\n", " 139 Whether to calculate similarity `metric` repeatedly, updating the\n", " 140 score calculation each time a vector is discarded.\n", " 141 With `repeat` True, the output `scores` will contain at each row\n", @@ -741,7 +741,7 @@ " 198 >>> ysn, ikeptn, inotkeptn, scoresn = similarity(y, repeat=False)\n", " 199 >>> fig, axs = plt.subplots(3, 1, sharex=True, figsize=(8, 8))\n", " 200 >>> axs[0].plot(y, label=list(range(n)))\n", - " 201 >>> axs[0].legend(loc=(1.01, 0))\n", + " 201 >>> axs[0].legend(loc=(1.01, 0), ncol=2)\n", " 202 >>> axs[0].set_title(f'Original vectors (n={n})')\n", " 203 >>> axs[1].plot(ysr, label= ikeptr.tolist())\n", " 204 >>> axs[1].set_title(f'Vectors maintained with repeat selection (n={len(ikeptr)})')\n", @@ -757,30 +757,30 @@ " 214 First release version\n", " 215 \"\"\"\n", " 216 \n", - " 217 1 9085.0 9085.0 0.2 logger.debug('Similarity...')\n", + " 217 1 9066.0 9066.0 0.2 logger.debug('Similarity...')\n", " 218 \n", - " 219 1 1620.0 1620.0 0.0 if y.ndim < 2:\n", + " 219 1 1332.0 1332.0 0.0 if y.ndim < 2:\n", " 220 raise ValueError('The input array must be at least a 2-D array.')\n", - " 221 1 10706.0 10706.0 0.2 y = y.copy()\n", - " 222 1 1153430.0 1153430.0 24.5 score: np.ndarray = metric(y, axis1=axis1, axis2=axis2, **kwargs)\n", - " 223 1 8608.0 8608.0 0.2 scores: np.ndarray = np.atleast_2d(score)\n", - " 224 1 4393.0 4393.0 0.1 ikept: np.ndarray = np.where(~np.isnan(score))[0] # indexes of kept vectors\n", - " 225 1 1715.0 1715.0 0.0 inotkept: np.ndarray = np.where(np.isnan(score))[0] # indexes of discarded vectors\n", - " 226 1 7560.0 7560.0 0.2 idx: np.ndarray = np.argsort(score)\n", - " 227 1 791.0 791.0 0.0 score = score[idx]\n", - " 228 1 3164.0 3164.0 0.1 nkept: int = np.count_nonzero(~np.isnan(score)) # number of kept vectors\n", - " 229 1 368.0 368.0 0.0 if nkept < 3:\n", + " 221 1 11963.0 11963.0 0.3 y = y.copy()\n", + " 222 1 1185039.0 1185039.0 24.8 score: np.ndarray = metric(y, axis1=axis1, axis2=axis2, **kwargs)\n", + " 223 1 8360.0 8360.0 0.2 scores: np.ndarray = np.atleast_2d(score)\n", + " 224 1 3848.0 3848.0 0.1 ikept: np.ndarray = np.where(~np.isnan(score))[0] # indexes of kept vectors\n", + " 225 1 1669.0 1669.0 0.0 inotkept: np.ndarray = np.where(np.isnan(score))[0] # indexes of discarded vectors\n", + " 226 1 8119.0 8119.0 0.2 idx: np.ndarray = np.argsort(score)\n", + " 227 1 779.0 779.0 0.0 score = score[idx]\n", + " 228 1 2928.0 2928.0 0.1 nkept: int = np.count_nonzero(~np.isnan(score)) # number of kept vectors\n", + " 229 1 295.0 295.0 0.0 if nkept < 3:\n", " 230 logger.debug('nkept: %s', nkept)\n", " 231 raise ValueError('The input array must have at least 3 valid vectors.')\n", - " 232 1 222.0 222.0 0.0 if nmin < 0:\n", + " 232 1 240.0 240.0 0.0 if nmin < 0:\n", " 233 nmin = np.max([3, nkept + nmin])\n", - " 234 1 167.0 167.0 0.0 if threshold == 0: # automatic threshold calculation\n", - " 235 1 186565.0 186565.0 4.0 qs: np.ndarray = np.nanquantile(a=score, q=[.25, .50, .75])\n", - " 236 1 16580.0 16580.0 0.4 threshold = np.min([qs[2] + 1.5*(qs[2]-qs[0]), score[-2], 3.])\n", - " 237 1 223.0 223.0 0.0 if msg:\n", + " 234 1 137.0 137.0 0.0 if threshold == 0: # automatic threshold calculation\n", + " 235 1 193447.0 193447.0 4.1 qs: np.ndarray = np.nanquantile(a=score, q=[.25, .50, .75])\n", + " 236 1 17995.0 17995.0 0.4 threshold = np.min([qs[2] + 1.5*(qs[2]-qs[0]), score[-2], 3.])\n", + " 237 1 149.0 149.0 0.0 if msg:\n", " 238 print(f'Calculated threshold: {threshold}')\n", " 239 \n", - " 240 1 332.0 332.0 0.0 if not repeat: # discard all vectors at once\n", + " 240 1 289.0 289.0 0.0 if not repeat: # discard all vectors at once\n", " 241 idx2: np.ndarray = np.nonzero(score > threshold)[0] # vectors to discard\n", " 242 if len(idx2) > 0:\n", " 243 if nkept > nmin: # keep at least nmin vectors\n", @@ -790,21 +790,21 @@ " 247 scores = np.vstack((scores, score))\n", " 248 logger.debug('not repeat - score: %s', score)\n", " 249 else: # discard vector with largest updated score one by one\n", - " 250 5 5300.0 1060.0 0.1 while nkept > nmin and score[nkept-1] > threshold:\n", - " 251 5 135611.0 27122.2 2.9 inotkept = np.r_[inotkept, idx[nkept-1]]\n", - " 252 5 14350.0 2870.0 0.3 y.swapaxes(0, axis2)[inotkept[-1], ...] = np.nan\n", - " 253 5 2891765.0 578353.0 61.4 score = metric(y, axis1=axis1, axis2=axis2, **kwargs)\n", - " 254 5 67722.0 13544.4 1.4 scores = np.vstack((scores, score))\n", - " 255 5 29507.0 5901.4 0.6 idx = np.argsort(score)\n", - " 256 5 3727.0 745.4 0.1 score = score[idx]\n", - " 257 5 1410.0 282.0 0.0 nkept = nkept - 1\n", - " 258 5 7003.0 1400.6 0.1 logger.debug('repeat - nkept: %s, score: %s', nkept, score)\n", + " 250 5 5133.0 1026.6 0.1 while nkept > nmin and score[nkept-1] > threshold:\n", + " 251 5 136146.0 27229.2 2.9 inotkept = np.r_[inotkept, idx[nkept-1]]\n", + " 252 5 14484.0 2896.8 0.3 y.swapaxes(0, axis2)[inotkept[-1], ...] = np.nan\n", + " 253 5 2909616.0 581923.2 60.9 score = metric(y, axis1=axis1, axis2=axis2, **kwargs)\n", + " 254 5 66628.0 13325.6 1.4 scores = np.vstack((scores, score))\n", + " 255 5 27112.0 5422.4 0.6 idx = np.argsort(score)\n", + " 256 5 3849.0 769.8 0.1 score = score[idx]\n", + " 257 5 1292.0 258.4 0.0 nkept = nkept - 1\n", + " 258 5 7149.0 1429.8 0.1 logger.debug('repeat - nkept: %s, score: %s', nkept, score)\n", " 259 \n", - " 260 1 528.0 528.0 0.0 if len(inotkept):\n", - " 261 1 140764.0 140764.0 3.0 ikept = np.setdiff1d(ikept, inotkept)\n", - " 262 1 211.0 211.0 0.0 if drop:\n", - " 263 1 6709.0 6709.0 0.1 y = y.swapaxes(0, axis2)[ikept, ...].swapaxes(0, axis2)\n", - " 264 1 155.0 155.0 0.0 if msg:\n", + " 260 1 398.0 398.0 0.0 if len(inotkept):\n", + " 261 1 151478.0 151478.0 3.2 ikept = np.setdiff1d(ikept, inotkept)\n", + " 262 1 243.0 243.0 0.0 if drop:\n", + " 263 1 6108.0 6108.0 0.1 y = y.swapaxes(0, axis2)[ikept, ...].swapaxes(0, axis2)\n", + " 264 1 142.0 142.0 0.0 if msg:\n", " 265 print(\n", " 266 f'Vectors discarded (dimension {axis2}, n={len(inotkept)}): {inotkept}')\n", " 267 \n", @@ -828,7 +828,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -970,7 +970,7 @@ " nmin : integer, optional, default = 3\n", " If greater than 0, minumum number of vectors to keep.\n", " If lower than 0, maximum number of vectors to discard.\n", - " repeat :bool, optional, default = True\n", + " repeat : bool, optional, default = True\n", " Whether to calculate similarity `metric` repeatedly, updating the\n", " score calculation each time a vector is discarded.\n", " With `repeat` True, the output `scores` will contain at each row\n", @@ -1033,7 +1033,7 @@ " >>> ysn, ikeptn, inotkeptn, scoresn = similarity(y, repeat=False)\n", " >>> fig, axs = plt.subplots(3, 1, sharex=True, figsize=(8, 8))\n", " >>> axs[0].plot(y, label=list(range(n)))\n", - " >>> axs[0].legend(loc=(1.01, 0))\n", + " >>> axs[0].legend(loc=(1.01, 0), ncol=2)\n", " >>> axs[0].set_title(f'Original vectors (n={n})')\n", " >>> axs[1].plot(ysr, label= ikeptr.tolist())\n", " >>> axs[1].set_title(f'Vectors maintained with repeat selection (n={len(ikeptr)})')\n",