201 lines (201 with data), 149.0 kB
{
"cells": [
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"id": "D7avgus1L7Ea",
"tags": []
},
"outputs": [],
"source": [
"# !pip install pennylane --quiet # run once"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1155
},
"id": "lcrQHMBnMgTz",
"outputId": "3325de54-0264-4297-aebb-cbf48f5f57a1"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"(<Figure size 1100x1100 with 1 Axes>, <Axes: >)\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1100x1100 with 1 Axes>"
],
"image/png": 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IHHvIwh6ysIcs7CELe8jCHrLkSo8ff96JW2c8jLeXf5jw55jNJpiMBuTl5cHp8sDrPfTRJk2LLz2OOQpTbrwiqYsvQHp65AIuwFDWMEadV+j1+TM0E/min1CbnnCTiT0Sxx6ysIcs7CELe8jCHrKwhyzZ3sPr9WHG/Y/jr8++fNDTh47r3g0D+pVjwInlOLl/b/Q67hjodPvfueizdd9g8NDLE97v5q3bUD54FJ56dAbGXTI8aQsx6eiRC7gAQ1kj+gkwEGjI0EzkS/aKdnPYI3HsIQt7yMIesrCHLOwhC3vIks09ft7+C0ZdPhnrN/y32dvtNiv+cOlwXH3ZxTih93FxH6exsRG33PVQs7cN6FeO8848BQsXvYmKymrVbS63B5dNvAMrV3+Opx+bBb1e1/ov5n/S0SMXcAGGskb0e9SHeFhbRrGHLOwhC3vIwh6ysIcs7CELe8iSih5ffbsBQy+9HtU1dTG3lbYpxgMzJuOy3/+/hBZFXluyAv/5+odmH2fZor+iXds2uHPKNfjz04vw4Pzn4HSpr2HzwqvL8NO2X7B00V9QUmxv9ddEicvL9ASIEhW9qsq35YsvHYf8sUfi2EMW9pCFPWRhD1nYQxb2kCUbe3z06X9w5kUTYhZfdLoC3HbTldj65bu4+vLfJbT40tAQxD1z/9Lsbc/Mm4V2bdsAAEwmI+6cci1++no5Lh/9/2Lu+8kXX+PSCVMRCrXsXZSi8ZSjxBwRCzD//e9/cfXVV6Nr167Q6/Vo06YNhgwZgtdffz3TU6MWSOdhbas/WQdNca+Yj/w2vWHvOggnnnkpbr/3MVRUVsNR70THnmcr97F3HYQ9e6tiHvO7HzajoKyvcr++p/8uZVcHD4fV/zjk5+fHuWfrsUfi2IM9Uok9Do09Esce7JFK7HFo7JG4bOux45c9+N34KXC7varx4489Gt99/CYenn0bbFZLnM+O9fTfX8fP23fFjF/2+wsxcvg5MeNtSorw4lMPYPHCh1FYqD616sM16zBt5qMJ77s56eiRC3J+Aea9995Dnz598Le//Q07duxAQ0MDampqsGrVKowePRpXXnklV+uyRPSKcybOM2xsbES904Vv1m/Cn/7yN5xw5iVwuTx4+rGZyn3qnS5Mmj5H9XnhcBhX3zxTWVkuKNDi70/MjTmsMVmirzqeiidA9kgce7AHe8THHuzBHvGxB3uwR3zZ1MPt9mLU5ZNRU+tQjZ9zxsn44l+voEf3bi16PKfTjZvveCBm/KjfdMITf7rnoJ87+uJh+HT5S2jfrlQ1Pn/BS1j44j9aNI8DpaNHLsjpBZjdu3dj7Nix8Pv3Xa36+OOPx+zZszFmzBjlPi+88AKefPLJTE2RWiB6oSyd/yCNHjUUD993K2bcdj3Kjz9GGa+orMa8p17CheefifFjRyjjS9/9AP9Y9i9l+7EnXsBX325Utu+eeh36lvdI2XyDUYcQpuIfPvZIHHuwB3vExx7swR7xsQd7sEd82dIjHA5j7LXT8M36Tarx4eedjncXPwmLpbDFjznn0aebHf/bX2fDajUf8vP79OqBJS/+WfVuSgBw47Q5+Pb7zS2eD5CeHrkgpxdg/vznP8PpdAIALBYL1qxZgxkzZuDVV1/FuHHjlPvdf//9fJ/yLBC9Ap2fl74f36HnnIrb/m8CZt91E9a896LqyWrjlp8AAPPvvx0d2pcp4zfdPhd1jnr8+PNOzHpo/yJf3/IeuGvqtSmdb0OD+lBPne7wr2wejT0Sxx7swR7xsQd7sEd87MEe7BFftvR47qW38M/3P1KNHXvMUXj5mYda9e5DFZXVePivz8eM33DVaJx56oCEH2dg/954Zt69qrFgMIRpMx9p8ZyA9PTIBTm9APP2228r/33mmWeiuLhY2f7d736n/PeePXvw5ZdfpnVu1HLR549qtZk5rM1mtcBcaFK225TYAex7u7hn5s1SxiurajDl7j/huin3wufbdxTWvkMx56R8RTgUUi8opmJ/7JE49mAP9oiPPdiDPeJjD/Zgj/iyoYfP58cfH1mgGisusuHtl//aouu9HGjU5ZObHf/Tvbe2+LHGjx2BqTeOV42t+ugLfLb2mxY/Vjp65IKcXYAJBAL473/3v696t27q8+qit9evX5+WeVHrNZ1K1sRoMKR9Dk6nG395ehFq6+qVsd+PHKr89/DzzsCVY0cq2y+8ugwfrlmnbN9z60T06ZW6QzGbpOMQQPZIHHvswx7pxR77sUfi2GMf9kgv9tiPPRKXDT2efG4xdu2pVI0tWvAguv+2a6vms2nLT/jiy+9ixteufBVms6mZzzi0P951k+qoJgCY8+gzLX4cnoKUmJxdgKmrq1Ods2e1WlW3WyzqFceampq0zItar6GhQbUdfc5iKk246R5oinvB1vVkTL7zQQD73tLt4ftuxUXDzlLdd97909GxfduYxzih93EpPxSzSTCofgLUarVJ3wd7JK6lPSKRCAKBADwej/Lh9XrR0NAQ96Lh7JG46B6puEgceySOz1f7sUfqsUcs9kgce+zHHofmdnvx4J+fU42dffpADD331FbP5/hBI2LGxo8dgQH9ylv9mCaTEdNumqAaW75qDdZv2NKix0lHj1xwxHxXol+0ZOs7H0UiETidThgMBuh0uoxcGb2lIpEI/H4/nE4namtrsWfPHlRWVqK6uhpOpxMejwcOhwO1tbWora2Fy+VCIBBAQ0MDgsEgGhoa4PV6YxbJCgoy++M7avjZuH7C6Jhxu82KZ+ffiwtG36CM6XQFeOHJuWl7ImqIOlzS4/Fgy5YtcLlcqKioQHV1tfLC3uVywe12w+fzwe/3w+fzwe12w+Vywev1Kh8NDQ0IBAIIBAJKlwOxR3zRPRYuXIglS5bA5XLB5XLB7/cjGAzC7/cjEAjEnG8craCgAEajERaLBVarFWazGdu2bYu6D3vEE93jjjvuwMyZM6HT6aDT6aDVamE0GmE2m1FYWAij0QiDwQCbzYaioiJYrVZYrVYUFxejXbt2sNlsMJvNsNvtKC4uhtlsjjlkmT3ii+6xcuVK5OXlwW63o1OnTigtLYXNZkNJSQlsNhvyWnH+PXskLrpHOg7pZ4/42GM/9siMI7VHKBRCZWXlYb3+eOf91aiuqVON3X/P5Fa/fnv1zfeaHY++jktrXDf+Esx97BnVfP/5/kfo3fPYhB8jHf9/5IKcXYApKiqCRqNRFlpcLpfq9ujtNm3apG1uh6OhoQF2ux3Avqtw22w2FBcXw2KxwGazKS8a7HY77HY7rFYrSkpKUFxcrLyQ0Ov10Ov1MBqNKCwsVLYLCgqQl5eHvLw8RCIRhMNh5YV2MBiE2+2G2+2G1+uFx+OBz+dTXkB6PB7U19crL+YrKytRVVWFvXv3ora2Vnk7umTSpfF/6tGjhqJPr2Px2bpvlYtovfzGu9hbWY1VSxbGPJEOG3IaunRqj5279gIABp3UB+XHd0/bfB31TtX27NmzMXv27JTukz3ii+6xdetWbN26tdWPFwwGEQwG4XQ6sXv37mbvwx7xRfcA9j23Ri8qHo7oRQL2iC+6x6pVq7Bq1apm76vVatGhQweUlZXBZDIpH00LNFarFXq9HoWFhbBYLDCZTNDr9dizZ4/qcdgjvugezz77LD7++GOYzWYUFRWhqKgIJpMJFotFWZBs+n3CYDCgoKAABoMBRqNRWdDMy8tTvs7GxkZ4PB7VPtgjvugeoVAIVVVVyve16Xt74Pc3HA4jFAohFAop/14Eg0H4fD54PB7l9zmfzweHw4FNm9TvzMIe8UX30Ov1cLvdymuOpo8Dv/9Nf1Q88Pdnh8MBp9Op/O7c9Puz3+/HunXrVPtgj/ia6+FwOJTXLk0/901/QKyvr1e+zz6fD06nE3V1dairq4PD4UBlZSX27NmDioqKuGdHtKTHyg8/U22fe8bJGNi/d8u/UOz73W/ctdNjxt977amkHCVlMhkx5uJhePzZV5Sxjz79EndNvS7hx4juYbPZDnteuShnF2D0ej2OPfZYbN687220fv75Z9XtP/30k2q7vLz1h22l04HnIUYiETgcDjgcjsxNqAU0Gg2sVivat2+PDh06oKSkBHa7HYWFhcpfk4uLi2G1WpW/RDd9mEwmXHvttVi7dq3yeOn8i8DQc07FleNGAgCun3ofnv77GwCADz5ei0Wvv4PLR18U8zmZPDqpzqF+AszPz4fZbIbFYkFpaSnKysqUv+5brVbVX/mbFvGaXryYTCblF2mDwaAs1o0ZMwaff/65sg/2iC+6x+TJk3HWWWfBYrHAbDYrL1oOXAzV6XTIz89XXsg3NjYiFAopRyAduADqdrsxbdo05fkOYI+Die7x3HPP4dxzz1UWYZqORnK73covy36/H3V1dcovy/X19aiurkZlZSWcTifcbjfq6uqUd96LPoqJPeKL7jFs2DCUlJSgpqYGu3btUn4xdrvdCIVC2LlzJ3bu3HlY+2SP+KJ7bNq0KeYFerKxR3zRPaZPn47p02NfhCUTe8QX3WPSpEmYNGlSSvfJHvGluodWq4VGo1EdlZRoj0gkghUffKoau/D8M1o9lytuuKvZ8WFDTmv1Y0Y745T+qgWYT9Z+g0CgIeF3aoruceAb4NB+ObsAAwAXXXSR8oJk9erVqK2tVX4Q3njjDeV+HTt2RP/+/TMyx5ayWq0IBALw+Xzw+Xyora1VVtGdTqfyoqzphUB9fT1qampQV1envJBoWgVu+ktIIBA46BEq+fn5KCgogNlshtlshslkUl6wWywWWCwW5YV80+kQpaWlaNeuHcrKylBWVqa8yG/NoeNNog/JPPDK7On04KwpWPzWCtQ79x1FNfvhBRh3yfCUXEeitTxen2p7+fLlGDJkSFL3EQgEVNvsEV90j+HDhye9x6xZs1Tb7BFfdI/OnTujS5cuSXnscDgMr9eLQYMGYcOGDco4e8QX3WPKlCnN/v8RCARQVVWFXbt2oba2Vrk2ktfrVRbEmk5hbTq90uv1IhAI4Pvvv1f9AYM94ovucfvtt+Ooo46Cy+VCbW0t6uvr4fV64XQ6UVNToxxJ4fF4VKdT+ny+hE/3Zo/4ontotdqEjyrWaDQoKChQPpqOVGr6fc5oNMJms2H16tWorq5WPo894ovucSh5eXnKH1eafn82mUywWq3KkepWq1X5XdpgMODxxx/HL7/8ojwGe8R3sB55eXmqPx4aDAble930B0eLxYLi4mLY7XYUFRWhTZs26NSpk/IapqSkBAMGDMDXX3+tPG6iPb7f+F/srfhVNTb0nNZd++Wb9Zuw+K3lMeMVm1e36vHiOfPUk1RnkHi9Pqz9aj1OPyWx18nRPQoLC5M6v1yR0wswN998MxYsWACn0wmXy4XTTjsNY8aMwcaNG/H6668r97vzzjtFPZkcjEajUY4KsdlsaNeuXVIet7GxEcFgEOHw/rcPa1p4OZxFk2Sqq1OfQ1lkt8a5Z2rZbVZMumYM7n/sWQDAjz/vxGtLVmDcJcMzMp/mOOrVp9il4hBA9kgcexw5PfLz82GxWOD1elXj7BFfoj30ej06d+6Mzp07t3gf3bp1U10niT3ii+5x8cUXY8CAAS1+nKbTMMLhMBobG5Vf6DUaDXr27Int27cr92WP+KJ7fPrpp+jfvz9CoZDyfW36APa96MzPz1dOUUpEt27dVAsw7BFfdI+PPvoI/fr1U7abTgdraYMDLVigfsti9oivuR4DBw5M6uuX1v5+tfqT/6i2u3Rq36p3PmpoCGLgkLEx48POPQ1ty5J7CY02JUXo3bM7vvth/8V3v/thS8ILMOn4fTcXyHhlnSIdO3bEK6+8Ar1eDwDYuHEjZs6cicWLFyv3GT9+PG688cZMTVGMphX6A8+p1+v1YhZfgNjr9lgt5gzNBLjl+sthMhmV7fsfe1bMhZ33nW+svpZF9LuAJQN7JIY92ANgj3jYI3d7NB19YTAYlL/8N/313+12q/fBHs2K1+PAv+wbjUbV97fplOGW/P7G/z8S01yPsrIy5Xvf9PPdmgYHYo/ExOuR7Ncvre3xa7V64eakE3q16nStex96IubdhQDgxafub/FjJaJb106q7eiLCMeTrn/Pc4GcV9cpMnz4cKxfvx4TJkxA586dodPpUFRUhLPPPhuvvfYa/v73v2fFOwkd6RobG8X8hR8AStsU45rLLla2N2z+EUv+2fxFI9PN7fHGjCX7EED2SBx7sAfAHvGwB3sA7BEPe7AHwB7xSO9xQu8euHLsSIy44Gycfkp/9O7Z8osTr/vqezwwb2HM+J1TrkGbkqIWP14iBvbrjeHnnY4xFw/DtVdcgn59eyb0eenokSs0/1vFlLGUSRRHbW0tSkpKVGO/fL8KnTom5xSsXPLjzztxTP8LVGMejwcmU/LOIWaPxLGHLOwhC3vIwh6ysIcs7CFLrvcIhULof/Zo1elATeq3fwGrNXNHRjUnHT1yRc4fAUO5obl3erJZLemfSBbw+wMxY0ajsZl7th57JI49ZGEPWdhDFvaQhT1kYQ9Zcr3H/Kdeanbx5U/3ThW3+AKkp0eu4AIMZYUDLw4HAHq9DmYzV1Sb4496dyK9Xp/00+zYI3HsIQt7yMIesrCHLOwhC3vIkss9dvyyB7MeejJmvLDQiBuuGpPy/bdGOnrkijzw9CPKAh6PR7VtLjTxf+o4fFEr0KlYfWaPxLGHLOwhC3vIwh6ysIcs7CFLrvaIRCK48bY/wtvMW2zfNulKsQty6eiRK3gEDGWF6AtgWcy8qFM8Tpf63SUsluQfKskeiWMPWdhDFvaQhT1kYQ9Z2EOWXO3xxtL38d7KNTHjNqsFt9xwecr331rp6JEruABDWWHPnj2q7Q7tSjM0E/nqneonQLvdnvR9sEfi2EMW9pCFPWRhD1nYQxb2kCUXezidbtxy90PN3nbHLVfDbpP7ts7p6JEruABDWaGqqkq1XdqmOEMzkS96BToVbwHHHoljD1nYQxb2kIU9ZGEPWdhDllzsMfOBx7G34teY8Q7tyzB54mUp3ffhSkePXMEFGMoK0SvQnTq0zdBM5Pu1Wn24ZGlp8lfr2SNx7CELe8jCHrKwhyzsIQt7yJJrPb77YTMeX/hqs7fdPfU6GI2GlO07GdLRI1dwAYayQm1trWq72G7L0Ezkc7nVFwyz2ZL/vWKPxLGHLOwhC3vIwh6ysIcs7CFLLvWIRCK4afr9CIfDMbd17tgOV192cUr2m0zp6JEruABDWaGiokK13a5tmwzNRD5P1FXTzWZz0vfBHoljD1nYQxb2kIU9ZGEPWdhDllzq8co/3sUnX3zd7G0zp10PvV6Xkv0mUzp65AouwFBWqK6uVm2XlhRlaCbyRT8BmkzJf7s69kgce8jCHrKwhyzsIQt7yMIesuRKD7fbi+n3PtbsbeXHH4MJfxiV9H2mQjp65AouwFBW2Lt3r2qbfxGIL/oiWFZr8q+Yzh6JYw9Z2EMW9pCFPWRhD1nYQ5Zc6fHA/GexZ29Vs7fNm3s78vPzk77PVEhHj1zBBRgSLxwOw+1W/0/Nc2Lji34buGQ/AbJHy7CHLOwhC3vIwh6ysIcs7CFLLvT4efsvePSJF5q9bcQFZ+OcM05O6v5SKdU9cgkXYCgr5eVpMj0FsWpqHart4uLUv4Uhe8THHrKwhyzsIQt7yMIesrCHLLnQo8huxYhhZzV728P33ZrUfaVaJnpkKy7AkHjBYDBmrKCgIAMzyQ6/1qjfBq6kpCSpj88eLcMesrCHLOwhC3vIwh6ysIcsudCjyG7D4uceQYf2ZarxW66/HMcc/Zuk7ivVUt0jl3ABhsTTarXIy1P/qEafZ0j77K34NeY80i5duiR1H+yROPaQhT1kYQ9Z2EMW9pCFPWTJpR4ajQZjLx6mbBfZrZgx7fqk7yeV0tEjl3ABhsTTarXo0KGDamx3nItVHemi38LOYrGgZ8+eSd0HeySOPWRhD1nYQxb2kIU9ZGEPWXKtR88ev1X+e9b0G1BclF3X/klHj1zCBRjKCm3aqK86Hn2eIe3z3YYtqu1Bgwal5Orp7JEY9pCFPWRhD1nYQxb2kIU9ZMm1Hk0LML/t1gU3XDUmJftIpXT1yBVcgKGs0LZtW9V2RVV1hmYi29ffbVJt9+nTJyX7YY/EsIcs7CELe8jCHrKwhyzsIUuu9Tj+2KMB7Lvwrk6Xfdf9SVePXMEFGMoK7dq1U21/98OWOPc8cu2t+BX/+vAz1Vjv3r1Tsi/2ODT2kIU9ZGEPWdhDFvaQhT1kycUeZrMJ48eOwIgLzk7J46dSOnvkCi7AUFYYOHCgavvdf32MQKAhQ7OR6YXFyxAOh5Vtk8mECy+8MCX7Yo9DYw9Z2EMW9pCFPWRhD1nYQ5Zc7fH4Q3dDo8m+tx1PZ49cwQUYygojR45UPSm53B588PHaDM5IlsbGRvz91WWqsTFjxsBut6dkf+xxcOwhC3vIwh6ysIcs7CELe8iSyz3MZlNKHjeV0t0jV3ABhrJC+/btcfLJJ6vG/vH2vzI0G3mefG4xtmzdphqbMGFCyvbHHgfHHrKwhyzsIQt7yMIesrCHLOwhS7p75AouwFDWGDVqlGr7xdfewX9/3J6ZyQjy07admDbrUdVY9+7dMXjw4JTulz2axx6ysIcs7CELe8jCHrKwhyzsIUumeuQCLsBQ1hgzZgz0er2yHQqFcOuMhzM4o8xzuTy4bOKd8PsDqvHHH3885eeRskcs9pCFPWRhD1nYQxb2kIU9ZGEPWTLZIxdwAYayRufOnXHLLbeoxv75/kdY+u6/MzOhDKupdeDskVfhiy+/U43feOONGDJkSMr3zx5q7CELe8jCHrKwhyzsIQt7yMIesmS6Ry7QRCKRSKYnQZQop9OJ7t27o7KyUhkzGPR477WncNZpAzI4s/Ra/ck6TJw6O+YQyA4dOmDTpk2wWq1pmQd77MMesrCHLOwhC3vIwh6ysIcs7CGLlB7ZjkfAUFaxWq144IEHVGN+fwAXjp2Ef3/0RYZmlR6RSAQbN/+E311xC8666KqYJ782bdpgyZIlaX3yYw/2kII9ZGEPWdhDFvaQhT1kYQ9ZJPbIdjwChrJOY2MjrrjiCrz88suqcY1Gg+vGX4K590xGSbE9M5NLMke9E1u2bsc776/GP95eGXOl8SadO3fGqlWr0L179zTPkD2awx7pwR6ysIcs7CELe8jCHrKwhyzZ0CObcQGGslIoFMKYMWPw5ptvxtxWXGTDHZOvxrhLhqNjh7YZmJ1aJBKBx+ODx+uFy+2Fo96Jqupa1NQ6UO90IxBogD8QgM8fgNvthcPpws/bd2HLj9tQ9WvtIR+/R48eWL58Obp27Zr6LyYO9tiPPVqGPdgj3dhjP/ZoGfZgj3Rjj/3Yo2WOhB7ZigswlLWCwSD+8Ic/4I033oh7n0En9cHI4edgYL9ydPtNJ3RoX4b8/PxDPnYkEkEwGILP74fX64fL7YHH64PH60NtXT32Vv6KeqcbHo8XXp8fHq8PjnoXXG4P6hxOOF1ueH1++PwBOOpd8Hp9yfzSAew75G/27Nm45pprUFBQkPTHbyn2YA/2iI892IM94mMP9mCP+NiDPdgjt3ABhrJaKBTCI488gj/+8Y/wer2HvH9BgRYd2pWhpNiOAq0WGo0GwVAQDQ3BfSvAHi9cbg98vgAaGxvT8BW0XPv27TFmzBjMmDEDRUVFmZ6OCnuwR6axhyzsIQt7yMIesrCHLOwhi+QeWSdClAN27NgRufTSSyMAcu5Do9FEjj766Mitt94a+fzzzyPhcDjT3+5DYg9Z2EMW9pCFPWRhD1nYQxb2kIU9qDV4BAzllE8//RRPP/00li1bBqfTmenpNEur1aK0tBSlpaWw2+0wGo3Q6/UwGAywWCwwm83o2LEjunfvjmOPPRbdunWDTqfL9LRbhT1kYQ9Z2EMW9pCFPWRhD1nYQxb2oJbgAgzlpEAggA8++ADLli3DmjVrsG3bNvh8h3cepFarRWFhISwWC9q3b4+SkhIUFhaisLAQJpMJNpsNVqsVdrtdeWIzGo2wWq1o27YtLBYLLBYLDAYDNBpNkr7S7MAesrCHLOwhC3vIwh6ysIcs7CELe1AiuABDR4RIJIKqqirs2LEDu3btgsvlQjAYRCQSgU6ng06ng16vh9lshtVqhdFohMFggMlkgtFohMVigV6vz/SXkTPYQxb2kIU9ZGEPWdhDFvaQhT1kYQ9qDhdgiIiIiIiIiIhSLC/TEyAiIiIiIiIiynVcgCEiIiIiIiIiSjEuwBARERERERERpRgXYIiIiIiIiIiIUowLMEREREREREREKcYFGCIiIiIiIiKiFOMCDBERERERERFRinEBhoiIiIiIiIgoxbgAQ0RERERERESUYlyAISIiIiIiIiJKMS7AEBERERERERGlGBdgiIiIiIiIiIhSjAswREREREREREQpxgUYIiIiIiIiIqIU4wIMEREREREREVGKcQGGiIiIiIiIiCjFuABDRERERERERJRi2kxPgCidPB4PNm7ciN27d6O2thYOhwN1dXU49dRTcf7552d6ekcc9pCFPWRhD1nYQxb2kIU9ZGEPWdiDDsQFGMppGzZswIoVK/Dll1/i22+/xZYtWxCJRJq97/z582E2m2G322E2m2EymWCxWFBUVASbzQaLxYL8/Pw0fwW5hT1kYQ9Z2EMW9pCFPWRhD1nYQxb2oIPRROL9NBBlqaqqKrz00kt48cUXsX79+qQ9rkajQVFREaxWKwoLC2E0GqHT6aDT6WA2m2E0GmEwGKDT6ZCfn4+8vH1n+DU2NiIUCqGhoQHBYBB+vx8ulwterxcejwc+n0+5LRAIAACsVivKyspQVlaGjh07olOnTujXrx8GDx4Mq9WatK8pHdhDFvaQhT1kYQ9Z2EMW9pCFPWRhD0pYhChH1NbWRiZOnBgpKCiIAMjJj/z8/Mgpp5wSue+++yKVlZWZ/pYfFHvIwh6ysIcs7CELe8jCHrKwhyzsQS0ELsBQTnjrrbcibdu2TehJRKPRZPyJLBkfZrM5MmPGjIjT6cz0tz8Ge8jCHrKwhyzsIQt7yMIesrCHLOxBrcBTkCi7NTY24uabb8YTTzwR9z4d27fFBUNOw4l9jsMJ5ceh/Phj8PFnX2Hl6s/hDwTg8/nhcntRXVsHt8cLR70LHq8PPl8ATpcbjY2NafyKWq6srAzz5s3DuHHjMj0V9gB7SMMesrCHLOwhC3vIwh6ysIcsknpkGy7AUFabNm0aHnnkkZhxg0GPS0echyvHjsQZg/u3+uJVjY2NcLrccLk8qKt3orrGAbfHC4/Xh0CgAYGGBgQCDXB7vPD79203NAQRbgwjHN73xJmfn4f8vHzo9Trk5+fBoNfDaimEyWiEyWSAyWiATlcAbb4Wen0BAKC2rh7VNQ7srfwVeyp+xYbNP2Ld198jGAzFnev06dMxd+5caLWZu7Y2e+zHHuwRjT32Yw/2iMYe+7EHe0Rjj/3Ygz2yHRdgKGvNmzcPU6dOjRkfft7pePKRGejSqX0GZpU6Ho8Xaz7/Gq++9R4Wvf7PZlfGR44ciVdeeQVGozHt82MP9sgk9pCFPWRhD1nYQxb2kIU90iccDiMvLw8ajSbufaT3yEZcgKGstHLlSpx//vmqt3TTarV4+rGZmPCHUQd9IskFGzf/hDtmz8M7K1bH3HbRRRdh6dKlaf0esAd7SMIesrCHLOwhC3vIwh6ysEfq7K34FZdcOQU/btuJk/v3waCT+mDoOaeib3mPuJ8jrUe24gIMZZ1QKIRevXphy5YtqvHnH5+DK8eNzMykMuTZF/6BSdPnxBwauGDBAkycODEtc2CP/dhDFvaQhT1kYQ9Z2EMW9pCFPZLr83Xf4pIJU7Fnb5Vq/I5brsYDM6cc8vMl9MhmeZmeAFFLLVq0KObJb87d/5d1T37JcO34S7BqyULYrBbV+LRp07Br1660zIE99mMPWdhDFvaQhT1kYQ9Z2EMW9kiOSCSCB+cvxGnDx8csvgBAvz49E3ocCT2yGY+AoawSDodRXl6OTZs2KWP9+h6PdasWIy/vyF1PXL5yDS4YfYNqbMSIEVi6dGlK98sezWMPWdhDFvaQhT1kYQ9Z2EMW9mi9Okc9xt94d7OnDzXZ9u376NqlY8KPmake2S47fmKI/uf9999XPfkBwH13TMqaJ79UGTbkNIwfO0I1tmzZMmzcuDGl+2WP5rGHLOwhC3vIwh6ysIcs7CELe7TO9xv/i/5njz7o4ktxkQ2/6dyhRY+bqR7ZLjt+aoj+Z8WKFart8uOPwbBzT8vQbGR5bM50lBTbVWMLFixI6T7ZIz72kIU9ZGEPWdhDFvaQhT1kYY/ERSIRPP/yEgwcMg4/bz/4qUEn9j6uVRfQzUSPbMcFGMoqq1atUm2PHjU0a1afU624yIbrxl+iGlu0aBH8fn/K9ske8bGHLOwhC3vIwh6ysIcs7CELeyTG6/Xhqptm4Kr/mwGfT/29KW1THHP/fn0Tu/5LtEz0yHayf3KIDlBRURFz+N+5ZwzK0Gxkum78parturo6vP322ynZF3scGnvIwh6ysIcs7CELe8jCHrKwx8H9sHErBg4Zh7+/ujTmtgEnluOrD16D3WaNGu/V6v2ls0cu4AIMZY3PPvtMtW21mNGv7/EZmo1MXbt0xFmnDVCN/fvf/07Jvtjj0NhDFvaQhT1kYQ9Z2EMW9pCFPeJb/OZ7GDBkLH7YtDXmthuuGo2P330BHq8Pjnqn6rYBJ5a3ep/p7JELuABDWWP79u2q7b7lPaDVajMzGcGGnXOqanv9+vUp2Q97JIY9ZGEPWdhDFvaQhT1kYQ9Z2EMtHA7jztnzMPba6TGnHJnNJixe+DCefGQG9HodPlv3rer2Du3L0Klju8Paf7p65AJ5Pz1EcezevVu13aXT4T1R5Kpexx2j2t6wYQMikUirLqx1MOyRGPaQhT1kYQ9Z2EMW9pCFPWRhj/0ikQguvuIWvL38w5jbevfsjtf/9iiOPeYoZSx6AeaUk/oe9hzS1SMX8AgYyhrRT4Dt25ZmaCay9Tzut6ptl8sV871LBvZIDHvIwh6ysIcs7CELe8jCHrKwx34ajQZ2myVmvGuXjli78lXV4gsAfLL2G9X24IEnHPYc0tUjF3ABhrLG3r17Vdsd25dlaCayde7YDoWFRtXY5s2bk74f9kgMe8jCHrKwhyzsIQt7yMIesrCH2uw7b4JOV6Aa275zNzr2PBt1jnpl7NfqWmzZuk11v8ED+x72/tPVIxdwAYayhsvlUm0X2a1x7nlk02g06Nq5o2qsqqoq6fthj8SwhyzsIQt7yMIesrCHLOwhC3uo/aZzB9x41ZiY8dq6epwz8hp4vT6Ew2F8GnX0i8lkRN/yHoe9/3T1yAW8BgxljcbGRtV2fn5+hmYiX/RhiA6HI+n7YI/EsYcs7CELe8jCHrKwhyzsIQt7qN1963X48JN1+O6HLarxb9ZvwvwFL+GdFR/B4/Wqbht0Uh8UFKiPnGmtdPTIBVyAoawR/YQXCoUzNBP50vEEyB6JYw9Z2EMW9pCFPWRhD1nYQ5YjsUdtXT0qKqvhqHfC5w8gEonAYNCjc8d26NShLR6aNRVDL50Y83l3z/lLs493xin9kzY3LsAkhgswlDWinwCjV6RpP5NRfQ6mz+dL+j7YI3HsIQt7yMIesrCHLOwhC3vIkus9wuEw1n65Hv/55gd89d1GfPHlemz9aUfc+xcUaAG07F2HTht04mHOcr909MgFXIChrKHVqn9cG4LBDM1EPqNRr9pOxRMgeySOPWRhD1nYQxb2kIU9ZGEPWXK1x7Ydu/D8y0vx/CtLsGtPZcKfFwyGWrSfSdeMxRmDT2rp9OJKR49cwAUYyhoWi/qwNqfTnaGZyFcQ9Y9FMAX/WLBH4thDFvaQhT1kYQ9Z2EMW9pAl13osX7kGD8xfiDWff5WSx9doNIhEIgCAyRMvw7z7b4dG07IjZg4mHT1yARdgKGuYTCbVts8fyNBM5NNq1YdLhsPJP1+VPRLHHrKwhyzsIQt7yMIesrCHLLnS48efd+LWGQ/j7eUfJvw5ZrMJJqMBeXl5cLo88HoPfbRJ0+JLj2OOwpQbr0jq4guQnh65gAswlDWMUecVen3+DM1Evugn1KYn3GRij8SxhyzsIQt7yMIesrCHLOwhS7b38Hp9mHH/4/jrsy8f9PSh47p3w4B+5RhwYjlO7t8bvY47Bjrd/ncu+mzdNxg89PKE97t56zaUDx6Fpx6dgXGXDE/aQkw6euQCLsBQ1oh+AgwEGjI0E/mSvaLdHPZIHHvIwh6ysIcs7CELe8jCHrJkc4+ft/+CUZdPxvoN/232drvNij9cOhxXX3YxTuh9XNzHaWxsxC13PdTsbQP6leO8M0/BwkVvoqKyWnWby+3BZRPvwMrVn+Ppx2ZBr9e1/ov5n3T0yAVcgKGsEf0e9SEe1pZR7CELe8jCHrKwhyzsIQt7yMIesqSix1ffbsDQS69HdU1dzG2lbYrxwIzJuOz3/y+hRZHXlqzAf77+odnHWbbor2jXtg3unHIN/vz0Ijw4/zk4Xepr2Lzw6jL8tO0XLF30F5QU21v9NVHi8jI9AaJERa+q8m354kvHIX/skTj2kIU9ZGEPWdhDFvaQhT1kycYeH336H5x50YSYxRedrgC33XQltn75Lq6+/HcJLb40NARxz9y/NHvbM/NmoV3bNgAAk8mIO6dci5++Xo7LR/+/mPt+8sXXuHTCVIRCLXsXpWg85SgxOb0A88Ybb+D6669H//79odfrodFolA/KPunstvqTddAU94r5yG/TG/aug3DimZfi9nsfQ0VlNRz1TnTsebZyH3vXQdiztyrmMb/7YTMKyvoq9+t7+u9SdnXwcFj9j0N+fn6ce7YeeySOPdgjldjj0NgjcezBHqnEHofGHonLth47ftmD342fArfbqxo//tij8d3Hb+Lh2bfBZrXE+exYT//9dfy8fVfM+GW/vxAjh58TM96mpAgvPvUAFi98GIWF6lOrPlyzDtNmPprwvpuTjh65IKcXYObOnYunn34aX331FRoaeP5ktotecc7EQlpjYyPqnS58s34T/vSXv+GEMy+By+XB04/NVO5T73Rh0vQ5qs8Lh8O4+uaZyspyQYEWf39ibsxhjckSfdXxVDwBskfi2IM92CM+9mAP9oiPPdiDPeLLph5utxejLp+MmlqHavycM07GF/96BT26d2vR4zmdbtx8xwMx40f9phOe+NM9B/3c0RcPw6fLX0L7dqWq8fkLXsLCF//RonkcKB09ckFOL8BoNBocffTRGD16NM4444xMT4cOU/Rhben8B2n0qKF4+L5bMeO261F+/DHKeEVlNeY99RIuPP9MjB87Qhlf+u4H+Meyfynbjz3xAr76dqOyfffU69C3vEfK5huMOoQwFf/wsUfi2IM92CM+9mAP9oiPPdiDPeLLlh7hcBhjr52Gb9ZvUo0PP+90vLv4SVgshS1+zDmPPt3s+N/+OhtWq/mQn9+nVw8sefHPqndTAoAbp83Bt99vbvF8gPT0yAU5vQDz2Wef4ccff8TixYtx5plnZno6dJiiV6Dz89L34zv0nFNx2/9NwOy7bsKa915UPVlt3PITAGD+/bejQ/syZfym2+eizlGPH3/eiVkPPamM9y3vgbumXpvS+TY0qA/11OkO/8rm0dgjcezBHuwRH3uwB3vExx7swR7xZUuP5156C/98/yPV2LHHHIWXn3moVe8+VFFZjYf/+nzM+A1XjcaZpw5I+HEG9u+NZ+bdqxoLBkOYNvORFs8JSE+PXJDTCzDRbxtG2S36/FGtNjOHtdmsFpgLTcp2mxI7gH1vF/fMvFnKeGVVDabc/SdcN+Ve+Hx+AE2HYs5J+YpwKKQ+BDAV+2OPxLEHe7BHfOzBHuwRH3uwB3vElw09fD4//vjIAtVYcZENb7/81xZd7+VAoy6f3Oz4n+69tcWPNX7sCEy9cbxqbNVHX+Cztd+0+LHS0SMX5AHgFWkpK/j9ftW20WBI+xycTjf+8vQi1NbVK2O/HzlU+e/h552BK8eOVLZfeHUZPlyzTtm+59aJ6NMrdYdiNknHIYDskTj22Ic90os99mOPxLHHPuyRXuyxH3skLht6PPncYuzaU6kaW7TgQXT/bddWzWfTlp/wxZffxYyvXfkqzGZTM59xaH+86ybVUU0AMOfRZ1r8ODwFKTE5fQQM5ZboCylHn7OYShNuugea4l6wdT0Zk+98EMC+t3R7+L5bcdGws1T3nXf/dHRs3zbmMU7ofVzKD8VsEgyqnwC1Wm3S98EeiWtpj0gkgkAgAI/Ho3x4vV40NDTEfYs/9khcdI9UXCSOPRLH56v92CP12CMWeySOPfZjj0Nzu7148M/PqcbOPn0ghp57aqvnc/ygETFj48eOwIB+5a1+TJPJiGk3TVCNLV+1Bus3bGnR46SjRy7QAuAbdmeRSCQCp9MJg8EAnU6XFW+pHYlE4Pf74XQ6UVtbiz179qCyshLV1dVwOp3weDxwOByora1FbW0tXC4XAoEAGhoaEAwG0dDQAK/Xi5qaGtXjFhRk9n/qUcPPxvUTRseM221WPDv/Xlww+gZlTKcrwAtPzk3bE1FD1OGSHo8HW7ZsgcvlQkVFBaqrq5UX9i6XC263Gz6fD36/Hz6fD263Gy6XC16vV/loaGhAIBBAIBBQuhyIPeKL7rFw4UIsWbIELpcLLpcLfr8fwWAQfr8fgUAg5nzjaAUFBTAajbBYLLBarTCbzdi2bVvUfdgjnuged9xxB2bOnAmdTgedTgetVguj0Qiz2YzCwkIYjUYYDAbYbDYUFRXBarXCarWiuLgY7dq1g81mg9lsht1uR3FxMcxmc8why+wRX3SPlStXIi8vD3a7HZ06dUJpaSlsNhtKSkpgs9mQ14rz79kjcdE90nFIP3vExx77sUdmHKk9QqEQKisrD+v1xzvvr0Z1TZ1q7P57Jrf69durb77X7Hj0dVxa47rxl2DuY8+o5vvP9z9C757HJvwY6fj/IxdwWSrLNDQ0wG63A9h3FW6bzYbi4mJYLBbYbDblRYPdbofdbofVakVJSQmKi4uVFxJ6vR56vR5GoxGFhYXKdkFBAfLy8pCXl4dIJIJwOKy80A4Gg3C73XC73fB6vfB4PPD5fMoLSI/Hg/r6euXFfGVlJaqqqrB3717U1tYqb0eXTLo0/k89etRQ9Ol1LD5b961yEa2X33gXeyursWrJwpgn0mFDTkOXTu2xc9deAMCgk/qg/PjuaZuvo96p2p49ezZmz56d0n2yR3zRPbZu3YqtW7e2+vGCwSCCwSCcTid2797d7H3YI77oHsC+59boRcXDEb1IwB7xRfdYtWoVVq1a1ex9tVotOnTogLKyMphMJuWjaYHGarVCr9ejsLAQFosFJpMJer0ee/bsUT0Oe8QX3ePZZ5/Fxx9/DLPZjKKiIhQVFcFkMsFisSgLkk2/TxgMBhQUFMBgMMBoNCoLmnl5ecrX2djYCI/Ho9oHe8QX3SMUCqGqqkr5vjZ9bw/8/obDYYRCIYRCIeXfi2AwCJ/PB4/Ho/w+5/P54HA4sGmT+p1Z2CO+6B56vR5utxsajQaRSET5OPD73/RHxQN/f3Y4HHA6ncrvzk2/P/v9fqxbt061D/aIr7keDodDee3S9HPf9AfE+vp65fvs8/ngdDpRV1eHuro6OBwOVFZWYs+ePaioqIhZeGnSkh4rP/xMtX3uGSdjYP/eLf9Cse93v3HXTo8Zf++1p5JylJTJZMSYi4fh8WdfUcY++vRL3DX1uoQfI7qHzWY77HnlIi7AZJkDz0OMRCJwOBxwOByZm1ALaDQaWK1WtG/fHh06dEBJSQnsdjsKCwuVvyYXFxfDarUqf4lu+jCZTLj22muxdu1a5fHS+ReBoeeciivHjQQAXD/1Pjz99zcAAB98vBaLXn8Hl4++KOZzMnl0Up1D/QSYn58Ps9kMi8WC0tJSlJWVKX/dt1qtqr/yNy3iNb14MZlMyi/SBoNBWawbM2YMPv/8c2Uf7BFfdI/JkyfjrLPOgsVigdlsVl60HLgYqtPpkJ+fr7yQb2xsRCgUUo5AOnAB1O12Y9q0adi8ef/bBrJHfNE9nnvuOZx77rnKIkzT0Uhut1v5Zdnv96Ourk75Zbm+vh7V1dWorKyE0+mE2+1GXV0dnM59jx19FBN7xBfdY9iwYSgpKUFNTQ127dql/GLsdrsRCoWwc+dO7Ny587D2yR7xRffYtGlTzAv0ZGOP+KJ7TJ8+HdOnx74ISyb2iC+6x6RJkzBp0qSU7pM94kt1D61WC41GozoqKdEekUgEKz74VDV24flntHouV9xwV7Pjw4ac1urHjHbGKf1VCzCfrP0GgUBDwu/UFN2juLg4aXPLJVyAyTJWqxWBQAA+nw8+nw+1tbXKKrrT6VRelDW9EKivr0dNTQ3q6uqUFxJNq8BNfwkJBAIHPUIlPz8fBQUFMJvNMJvNMJlMygt2i8UCi8WivJBvOh2itLQU7dq1Q1lZGcrKypQX+a05dLxJ9CGZB16ZPZ0enDUFi99agXqnCwAw++EFGHfJ8JRcR6K1PF6fanv58uUYMmRIUvcRCARU2+wRX3SP4cOHJ73HrFmzVNvsEV90j86dO6NLly5JeexwOAyv14tBgwZhw4YNyjh7xBfdY8qUKc3+/xEIBFBVVYVdu3ahtrZWuTaS1+tVFsSaTmFtOr3S6/UiEAjg+++/V/0Bgz3ii+5x++2346ijjoLL5UJtbS3q6+vh9XrhdDpRU1OjHEnh8XhUp1P6fL6416yKxh7xRffQarUJH1Ws0WhQUFCgfDQdqdT0+5zRaITNZsPq1atRXV2tfB57xBfd41Dy8vKUP640/f5sMplgtVqVI9WtVqvyu7TBYMDjjz+OX375RXkM9ojvYD3y8vJUfzw0GAzK97rpD44WiwXFxcWw2+0oKipCmzZt0KlTJ+U1TElJCQYMGICvv/5aedxEe3y/8b/YW/GramzoOa279ss36zdh8VvLY8YrNq9u1ePFc+apJylHcwGA1+vD2q/W4/RT+if0+dE9CgsLkzq/XJHTCzBPPfUUfvpp33vWf/aZ+hCw2267TfnvG264AUcffXRa59ZaGo1GOSrEZrOhXbt2SXncxsZGBINBhMP73z6saeHlcBZNkqmuTn0OZZHdmpF52G1WTLpmDO5/7FkAwI8/78RrS1Zg3CXDMzKf5jjqXartVBwCyB6JY48jp0d+fj4sFgu8Xq9qnD3iS7SHXq9H586d0blz5xbvo1u3bqrrJLFHfNE9Lr74YgwYMKDFj9N0GkY4HEZjY6PyC71Go0HPnj2xfft25b7sEV90j08//RT9+/dHKBRSvq9NH8C+F535+fnKKUqJ6Natm2oBhj3ii+7x0UcfoV+/fsp20+lgLW1woAUL1G9ZzB7xNddj4MCBSX390trfr1Z/8h/VdpdO7Vv1zkcNDUEMHDI2ZnzYuaehbVmbFj/ewbQpKULvnt3x3Q/7L7773Q9bEl6AScfvu7lAxivrFHnttdfw6KOP4tFHH1WdKgFAGX/00UdVq8xHqqYV+gPPqdfr9WIWXwDA5VL/T221mDM0E+CW6y+HyWRUtu9/7NmE/9KXavvON1Zfy8JqTf4/3uyRGPZgD4A94mGP3O3RdPSFwWBQ/vLf9Nd/t9ut3gd7NCtejwP/sm80GlXf36ZThlvy+xv//0hMcz3KysqU733Tz3drGhyIPRITr0eyX7+0tsev1eqFm5NO6NWq07XufeiJmHcXAoAXn7q/xY+ViG5dO6m2oy8iHE+6/j3PBXJeXRMdRGNjo5i/8ANAaZtiXHPZxcr2hs0/Ysk/m79oZLq5Pd6YsWQfAsgeiWMP9gDYIx72YA+APeJhD/YA2CMe6T1O6N0DV44diREXnI3TT+mP3j1bfnHidV99jwfmLYwZv3PKNWhTUtTix0vEwH69Mfy80zHm4mG49opL0K9vz4Q+Lx09coUmImUZk+ggamtrUVJSohr75ftV6NQxOadg5ZIff96JY/pfoBrzeDwwmZJ3DjF7JI49ZGEPWdhDFvaQhT1kYQ9Zcr1HKBRC/7NHq04HalK//QtYrZk7Mqo56eiRK3gEDGWF5t7pyWa1pH8iWcDvD8SMGY3GZu7ZeuyROPaQhT1kYQ9Z2EMW9pCFPWTJ9R7zn3qp2cWXP907VdziC5CeHrmCCzCUFQ68OBwA6PU6mM1cUW2OP+rdifR6fdLfIpA9EscesrCHLOwhC3vIwh6ysIcsudxjxy97MOuhJ2PGCwuNuOGqMSnff2uko0eu4AIMZQWPx6PaNhea+D91HL6oFehUrD6zR+LYQxb2kIU9ZGEPWdhDFvaQJVd7RCIR3HjbH+Ft5i22b5t0pdgFuXT0yBVcgKGsEH0BLIuZF3WKx+lSv7uExZL8QyXZI3HsIQt7yMIesrCHLOwhC3vIkqs93lj6Pt5buSZm3Ga14JYbLk/5/lsrHT1yBRdgKCvs2bNHtd2hXWmGZiJfvVP9BGi325O+D/ZIHHvIwh6ysIcs7CELe8jCHrLkYg+n041b7n6o2dvuuOVq2G1y39Y5HT1yBRdgKCtUVVWptkvbFGdoJvJFr0Cn4i3g2CNx7CELe8jCHrKwhyzsIQt7yJKLPWY+8Dj2VvwaM96hfRkmT7wspfs+XOnokSu4AENZIXoFulOHthmaiXy/VqsPlywtTf5qPXskjj1kYQ9Z2EMW9pCFPWRhD1lyrcd3P2zG4wtfbfa2u6deB6PRkLJ9J0M6euQKLsBQVqitrVVtF9ttGZqJfC63+oJhNlvyv1fskTj2kIU9ZGEPWdhDFvaQhT1kyaUekUgEN02/H+FwOOa2zh3b4erLLk7JfpMpHT1yBRdgKCtUVFSottu1bZOhmcjnibpqutlsTvo+2CNx7CELe8jCHrKwhyzsIQt7yJJLPV75x7v45Iuvm71t5rTrodfrUrLfZEpHj1zBBRjKCtXV1art0pKiDM1EvugnQJMp+W9Xxx6JYw9Z2EMW9pCFPWRhD1nYQ5Zc6eF2ezH93seava38+GMw4Q+jkr7PVEhHj1zBBRjKCnv37lVt8y8C8UVfBMtqTf4V09kjcewhC3vIwh6ysIcs7CELe8iSKz0emP8s9uytava2eXNvR35+ftL3mQrp6JEruABD4oXDYbjd6v+peU5sfNFvA5fsJ0D2aBn2kIU9ZGEPWdhDFvaQhT1kyYUeP2//BY8+8UKzt4244Gycc8bJSd1fKqW6Ry7hAgxlpbw8TaanIFZNrUO1XVyc+rcwZI/42EMW9pCFPWRhD1nYQxb2kCUXehTZrRgx7Kxmb3v4vluTuq9Uy0SPbMUFGBIvGAzGjBUUFGRgJtnh1xr128CVlJQk9fHZo2XYQxb2kIU9ZGEPWdhDFvaQJRd6FNltWPzcI+jQvkw1fsv1l+OYo3+T1H2lWqp75BIuwJB4Wq0WeXnqH9Xo8wxpn70Vv8acR9qlS5ek7oM9EscesrCHLOwhC3vIwh6ysIcsudRDo9Fg7MXDlO0iuxUzpl2f9P2kUjp65BIuwJB4Wq0WHTp0UI3tjnOxqiNd9FvYWSwW9OzZM6n7YI/EsYcs7CELe8jCHrKwhyzsIUuu9ejZ47fKf8+afgOKi7Lr2j/p6JFLuABDWaFNG/VVx6PPM6R9vtuwRbU9aNCglFw9nT0Swx6ysIcs7CELe8jCHrKwhyy51qNpAea33brghqvGpGQfqZSuHrmCCzCUFdq2bavarqiqztBMZPv6u02q7T59+qRkP+yRGPaQhT1kYQ9Z2EMW9pCFPWTJtR7HH3s0gH0X3tXpsu+6P+nqkSu4AENZoV27dqrt737YEueeR669Fb/iXx9+phrr3bt3SvbFHofGHrKwhyzsIQt7yMIesrCHLLnYw2w2YfzYERhxwdkpefxUSmePXMEFGMoKAwcOVG2/+6+PEQg0ZGg2Mr2weBnC4bCybTKZcOGFF6ZkX+xxaOwhC3vIwh6ysIcs7CELe8iSqz0ef+huaDTZ97bj6eyRK7gAQ1lh5MiRqicll9uDDz5em8EZydLY2Ii/v7pMNTZmzBjY7faU7I89Do49ZGEPWdhDFvaQhT1kYQ9ZcrmH2WxKyeOmUrp75AouwFBWaN++PU4++WTV2D/e/leGZiPPk88txpat21RjEyZMSNn+2OPg2EMW9pCFPWRhD1nYQxb2kIU9ZEl3j1zBBRjKGqNGjVJtv/jaO/jvj9szMxlBftq2E9NmPaoa6969OwYPHpzS/bJH89hDFvaQhT1kYQ9Z2EMW9pCFPWTJVI9cwAUYyhpjxoyBXq9XtkOhEG6d8XAGZ5R5LpcHl028E35/QDX++OOPp/w8UvaIxR6ysIcs7CELe8jCHrKwhyzsIUsme+QCLsBQ1ujcuTNuueUW1dg/3/8IS9/9d2YmlGE1tQ6cPfIqfPHld6rxG2+8EUOGDEn5/tlDjT1kYQ9Z2EMW9pCFPWRhD1nYQ5ZM98gFmkgkEsn0JIgS5XQ60b17d1RWVipjBoMe7732FM46bUAGZ5Zeqz9Zh4lTZ8ccAtmhQwds2rQJVqs1LfNgj33YQxb2kIU9ZGEPWdhDFvaQhT1kkdIj2/EIGMoqVqsVDzzwgGrM7w/gwrGT8O+PvsjQrNIjEolg4+af8LsrbsFZF10V8+TXpk0bLFmyJK1PfuzBHlKwhyzsIQt7yMIesrCHLOwhi8Qe2Y5HwFDWaWxsxBVXXIGXX35ZNa7RaHDd+Esw957JKCm2Z2ZySeaod2LL1u145/3V+MfbK2OuNN6kc+fOWLVqFbp3757mGbJHc9gjPdhDFvaQhT1kYQ9Z2EMW9pAlG3pkMy7AUFYKhUIYM2YM3nzzzZjbiotsuGPy1Rh3yXB07NA2A7NTi0Qi8Hh88Hi9cLm9cNQ7UVVdi5paB+qdbgQCDfAHAvD5A3C7vXA4Xfh5+y5s+XEbqn6tPeTj9+jRA8uXL0fXrl1T/8XEwR77sUfLsAd7pBt77MceLcMe7JFu7LEfe7TMkdAjW3EBhrJWMBjEH/7wB7zxxhtx7zPopD4YOfwcDOxXjm6/6YQO7cuQn59/yMeORCIIBkPw+f3wev1wuT3weH3weH2oravH3spfUe90w+Pxwuvzw+P1wVHvgsvtQZ3DCafLDa/PD58/AEe9C16vL5lfOoB9h/zNnj0b11xzDQoKCpL++C3FHuzBHvGxB3uwR3zswR7sER97sAd75BYuwFBWC4VCeOSRR/DHP/4RXq/3kPcvKNCiQ7sylBTbUaDVQqPRIBgKoqEhuG8F2OOFy+2BzxdAY2NjGr6Clmvfvj3GjBmDGTNmoKioKNPTUWEP9sg09pCFPWRhD1nYQxb2kIU9ZJHcI+tEiHLAjh07IpdeemkEQM59aDSayNFHHx259dZbI59//nkkHA5n+tt9SOwhC3vIwh6ysIcs7CELe8jCHrKwB7UGj4ChnPLpp5/i6aefxrJly+B0OjM9nWZptVqUlpaitLQUdrsdRqMRer0eBoMBFosFZrMZHTt2RPfu3XHssceiW7du0Ol0mZ52q7CHLOwhC3vIwh6ysIcs7CELe8jCHtQSXIChnBQIBPDBBx9g2bJlWLNmDbZt2waf7/DOg9RqtSgsLITFYkH79u1RUlKCwsJCFBYWwmQywWazwWq1wm63K09sRqMRVqsVbdu2hcVigcVigcFggEajSdJXmh3YQxb2kIU9ZGEPWdhDFvaQhT1kYQ9KBBdg6IgQiURQVVWFHTt2YNeuXXC5XAgGg4hEItDpdNDpdNDr9TCbzbBarTAajTAYDDCZTDAajbBYLNDr9Zn+MnIGe8jCHrKwhyzsIQt7yMIesrCHLOxBzeECDBERERERERFRiuVlegJERERERERERLmOCzBERERERERERCnGBRgiIiIiIiIiohTjAgwRERERERERUYpxAYaIiIiIiIiIKMW4AENERERERERElGJcgCEiIiIiIiIiSjEuwBARERERERERpRgXYIiIiIiIiIiIUowLMEREREREREREKcYFGCIiIiIiIiKiFOMCDBERERERERFRinEBhoiIiIiIiIgotTRcgCEiIiIiIiIiSjEuwBARERERERERpVaECzBERERERERERCnGBRgiIiIiIiIiohTTZnoCROnk8XiwceNG7N69G7W1tXA4HKirq8Opp56K888/P9PTO+KwhyzsIQt7yMIesrCHLOwhC3vIwh50IC7AUE7bsGEDVqxYgS+//BLffvsttmzZgkgk0ux958+fD7PZDLvdDrPZDJPJBIvFgqKiIthsNlgsFuTn56f5K8gt7CELe8jCHrKwhyzsIQt7yMIesrAHHYwmEu+ngShLVVVV4aWXXsKLL76I9evXJ+1xNRoNioqKYLVaUVhYCKPRCJ1OB51OB7PZDKPRCIPBAJ1Oh/z8fOTl7TvDr7GxEaFQCA0NDQgGg/D7/XC5XPB6vfB4PPD5fMptgUAAAGC1WlFWVoaysjJ07NgRnTp1Qr9+/TB48GBYrdakfU3pwB6ysIcs7CELe8jCHrKwhyzsIQt7UMIiRDmitrY2MnHixEhBQUEEQE5+5OfnR0455ZTIfffdF6msrMz0t/yg2EMW9pCFPWRhD1nYQxb2kIU9ZGEPaikuwFBOeOuttyJt27ZN6ElEo9Fk/IksGR9mszkyY8aMiNPpzPS3PwZ7yMIesrCHLOwhC3vIwh6ysIcs7EGtwVOQKKs1Njbi5ptvxhNPPBH3Ph3bt8UFQ07DiX2Owwnlx6H8+GPw8WdfYeXqz+EPBODz+eFye1FdWwe3xwtHvQserw8+XwBOlxuNjY1p/IparqysDPPmzcO4ceMyPRX2AHtIwx6ysIcs7CELe8jCHrKwhyySemQbLsBQVps2bRoeeeSRmHGDQY9LR5yHK8eOxBmD+7f64lWNjY1wutxwuTyoq3eiusYBt8cLj9eHQKABgYYGBAINcHu88Pv3bTc0BBFuDCMc3vfEmZ+fh/y8fOj1OuTn58Gg18NqKYTJaITJZIDJaIBOVwBtvhZ6fQEAoLauHtU1Duyt/BV7Kn7Fhs0/Yt3X3yMYDMWd6/Tp0zF37lxotZm7tjZ77Mce7BGNPfZjD/aIxh77sQd7RGOP/diDPbIdF2Aoa82bNw9Tp06NGR9+3ul48pEZ6NKpfQZmlToejxdrPv8ar771Hha9/s9mV8ZHjhyJV155BUajMe3zYw/2yCT2kIU9ZGEPWdhDFvaQhT3SJxwOIy8vDxqNJu59pPfIRlyAoay0cuVKnH/++aq3dNNqtXj6sZmY8IdRB30iyQUbN/+EO2bPwzsrVsfcdtFFF2Hp0qVp/R6wB3tIwh6ysIcs7CELe8jCHrKwR+rsrfgVl1w5BT9u24mT+/fBoJP6YOg5p6JveY+4nyOtR7biAgxlnVAohF69emHLli2q8ecfn4Mrx43MzKQy5NkX/oFJ0+fEHBq4YMECTJw4MS1zYI/92EMW9pCFPWRhD1nYQxb2kIU9kuvzdd/ikglTsWdvlWr8jluuxgMzpxzy8yX0yGZ5mZ4AUUstWrQo5slvzt3/l3VPfslw7fhLsGrJQtisFtX4tGnTsGvXrrTMgT32Yw9Z2EMW9pCFPWRhD1nYQxb2SI5IJIIH5y/EacPHxyy+AEC/Pj0TehwJPbIZj4ChrBIOh1FeXo5NmzYpY/36Ho91qxYjL+/IXU9cvnINLhh9g2psxIgRWLp0aUr3yx7NYw9Z2EMW9pCFPWRhD1nYQxb2aL06Rz3G33h3s6cPNdn27fvo2qVjwo+ZqR7ZLjt+Yoj+5/3331c9+QHAfXdMyponv1QZNuQ0jB87QjW2bNkybNy4MaX7ZY/msYcs7CELe8jCHrKwhyzsIQt7tM73G/+L/mePPujiS3GRDb/p3KFFj5upHtkuO35qiP5nxYoVqu3y44/BsHNPy9BsZHlsznSUFNtVYwsWLEjpPtkjPvaQhT1kYQ9Z2EMW9pCFPWRhj8RFIhE8//ISDBwyDj9vP/ipQSf2Pq5VF9DNRI9sxwUYyiqrVq1SbY8eNTRrVp9TrbjIhuvGX6IaW7RoEfx+f8r2yR7xsYcs7CELe8jCHrKwhyzsIQt7JMbr9eGqm2bgqv+bAZ9P/b0pbVMcc/9+fRO7/ku0TPTIdrJ/cogOUFFREXP437lnDMrQbGS6bvylqu26ujq8/fbbKdkXexwae8jCHrKwhyzsIQt7yMIesrDHwf2wcSsGDhmHv7+6NOa2ASeW46sPXoPdZo0a79Xq/aWzRy7gAgxljc8++0y1bbWY0a/v8RmajUxdu3TEWacNUI39+9//Tsm+2OPQ2EMW9pCFPWRhD1nYQxb2kIU94lv85nsYMGQsfti0Nea2G64ajY/ffQEerw+OeqfqtgEnlrd6n+nskQu4AENZY/v27artvuU9oNVqMzMZwYadc6pqe/369SnZD3skhj1kYQ9Z2EMW9pCFPWRhD1nYQy0cDuPO2fMw9trpMaccmc0mLF74MJ58ZAb0eh0+W/et6vYO7cvQqWO7w9p/unrkAnk/PURx7N69W7XdpdPhPVHkql7HHaPa3rBhAyKRSKsurHUw7JEY9pCFPWRhD1nYQxb2kIU9ZGGP/SKRCC6+4ha8vfzDmNt69+yO1//2KI495ihlLHoB5pST+h72HNLVIxfwCBjKGtFPgO3blmZoJrL1PO63qm2XyxXzvUsG9kgMe8jCHrKwhyzsIQt7yMIesrDHfhqNBnabJWa8a5eOWLvyVdXiCwB8svYb1fbggScc9hzS1SMXcAGGssbevXtV2x3bl2VoJrJ17tgOhYVG1djmzZuTvh/2SAx7yMIesrCHLOwhC3vIwh6ysIfa7Dtvgk5XoBrbvnM3OvY8G3WOemXs1+pabNm6TXW/wQP7Hvb+09UjF3ABhrKGy+VSbRfZrXHueWTTaDTo2rmjaqyqqirp+2GPxLCHLOwhC3vIwh6ysIcs7CELe6j9pnMH3HjVmJjx2rp6nDPyGni9PoTDYXwadfSLyWRE3/Ieh73/dPXIBbwGDGWNxsZG1XZ+fn6GZiJf9GGIDocj6ftgj8SxhyzsIQt7yMIesrCHLOwhC3uo3X3rdfjwk3X47octqvFv1m/C/AUv4Z0VH8Hj9apuG3RSHxQUqI+caa109MgFXIChrBH9hBcKhTM0E/nS8QTIHoljD1nYQxb2kIU9ZGEPWdhDliOxR21dPSoqq+God8LnDyASicBg0KNzx3bo1KEtHpo1FUMvnRjzeXfP+Uuzj3fGKf2TNjcuwCSGCzCUNaKfAKNXpGk/k1F9DqbP50v6PtgjcewhC3vIwh6ysIcs7CELe8iS6z3C4TDWfrke//nmB3z13UZ88eV6bP1pR9z7FxRoAbTsXYdOG3TiYc5yv3T0yAVcgKGsodWqf1wbgsEMzUQ+o1Gv2k7FEyB7JI49ZGEPWdhDFvaQhT1kYQ9ZcrXHth278PzLS/H8K0uwa09lwp8XDIZatJ9J14zFGYNPaun04kpHj1zABRjKGhaL+rA2p9OdoZnIVxD1j0UwBf9YsEfi2EMW9pCFPWRhD1nYQxb2kCXXeixfuQYPzF+INZ9/lZLH12g0iEQiAIDJEy/DvPtvh0bTsiNmDiYdPXIBF2Aoa5hMJtW2zx/I0Ezk02rVh0uGw8k/X5U9EscesrCHLOwhC3vIwh6ysIcsudLjx5934tYZD+Pt5R8m/DlmswkmowF5eXlwujzweg99tEnT4kuPY47ClBuvSOriC5CeHrmg6USxSKYnQnQoxqjzCr0+f4ZmIl/0E2rTE24ysUfi2EMW9pCFPWRhD1nYQxb2kCXbe3i9Psy4/3H89dmXD3r60HHdu2FAv3IMOLEcJ/fvjV7HHQOdbv87F3227hsMHnp5wvvdvHUbygePwlOPzsC4S4YnbSEmHT1yAY+AoawR/QQYCDRkaCbyJXtFuznskTj2kIU9ZGEPWdhDFvaQhT1kyeYeP2//BaMun4z1G/7b7O12mxV/uHQ4rr7sYpzQ+7i4j9PY2Ihb7nqo2dsG9CvHeWeegoWL3kRFZbXqNpfbg8sm3oGVqz/H04/Ngl6va/0X8z/p6JELuABDWSP6PepDPKwto9hDFvaQhT1kYQ9Z2EMW9pCFPWRJRY+vvt2AoZdej+qaupjbStsU44EZk3HZ7/9fQosiry1Zgf98/UOzj7Ns0V/Rrm0b3DnlGvz56UV4cP5zcLrU17B54dVl+GnbL1i66C8oKba3+muixOWBpx9RloheVeXb8sWXjkP+2CNx7CELe8jCHrKwhyzsIQt7yJKNPT769D8486IJMYsvOl0BbrvpSmz98l1cffnvElp8aWgI4p65f2n2tmfmzUK7tm0AACaTEXdOuRY/fb0cl4/+fzH3/eSLr3HphKkIhVr2LkrReMpRYvIyPYFU2r17N5566imMGTMG5eXlKC0tRUFBAUpLS3HuuefixRdf5A9KFknnYW2rP1kHTXGvmI/8Nr1h7zoIJ555KW6/9zFUVFbDUe9Ex55nK/exdx2EPXurYh7zux82o6Csr3K/vqf/LmVXBw+H1f845Ofnx7ln67FH4tiDPVKJPQ6NPRLHHuyRSuxxaOyRuGzrseOXPfjd+Clwu72q8eOPPRrfffwmHp59G2xWS5zPjvX031/Hz9t3xYxf9vsLMXL4OTHjbUqK8OJTD2DxwodRWKg+terDNeswbeajCe+7OenokQtyegHmpZdewo033ojXXnsNP/zwA6qrqxEKhVBdXY1///vfGD9+PEaMGMErNGeJ6BXnTJxn2NjYiHqnC9+s34Q//eVvOOHMS+ByefD0YzOV+9Q7XZg0fY7q88LhMK6+eaayslxQoMXfn5gbc1hjskT/TKfiCZA9Esce7MEe8bEHe7BHfOzBHuwRXzb1cLu9GHX5ZNTUOlTj55xxMr741yvo0b1bix7P6XTj5jseiBk/6jed8MSf7jno546+eBg+Xf4S2rcrVY3PX/ASFr74jxbN40Dp6JELcnoBpkm7du1w1VVXYc6cObjmmmtgMBiU29555x08//zzGZwdJSr6aKV0/oM0etRQPHzfrZhx2/UoP/4YZbyishrznnoJF55/JsaPHaGML333A/xj2b+U7ceeeAFffbtR2b576nXoW94jZfMNRh1CmIp/+NgjcezBHuwRH3uwB3vExx7swR7xZUuPcDiMsddOwzfrN6nGh593Ot5d/CQslsIWP+acR59udvxvf50Nq9V8yM/v06sHlrz4Z9W7KQHAjdPm4NvvN7d4PkB6euSCnF6A6dKlC1566SX88ssveO6553D33Xfj2WefxXvvvae63/LlyzM0Q2qJ6BXo/Lz0/fgOPedU3PZ/EzD7rpuw5r0XVU9WG7f8BACYf//t6NC+TBm/6fa5qHPU48efd2LWQ08q433Le+CuqdemdL4NDepDPXW6w7+yeTT2SBx7sAd7xMce7MEe8bEHe7BHfNnS47mX3sI/3/9INXbsMUfh5WceatW7D1VUVuPhv8YeQHDDVaNx5qkDEn6cgf1745l596rGgsEQps18pMVzAtLTIxfk9ALMuHHjcNlll0GrVb/Z01lnnYWSkhJlu6GBb++WDaLPH9VqM3NYm81qgbnQpGy3KbED2Pd2cc/Mm6WMV1bVYMrdf8J1U+6Fz+cH0HQo5pyUrwiHQupDAFOxP/ZIHHuwB3vExx7swR7xsQd7sEd82dDD5/Pjj48sUI0VF9nw9st/bdH1Xg406vLJzY7/6d5bW/xY48eOwNQbx6vGVn30BT5b+02LHysdPXJBTi/AxFNRUYH6+nple8CAxFcKKXP8fr9q23jAqWTp4nS68ZenF6G2bv/Pz+9HDlX+e/h5Z+DKsSOV7RdeXYYP16xTtu+5dSL69ErdoZhN0nEIIHskjj32YY/0Yo/92CNx7LEPe6QXe+zHHonLhh5PPrcYu/ZUqsYWLXgQ3X/btVXz2bTlJ3zx5Xcx42tXvgqz2dTMZxzaH++6SXVUEwDMefSZFj8OT0FKzBG3ABMKhXDdddcpF4cqKyvD9ddfn+FZUSKij1SKPmcxlSbcdA80xb1g63oyJt/5IIB9b+n28H234qJhZ6nuO+/+6ejYvm3MY5zQ+7iUH4rZJBhUPwFGHwWWDOyRuJb2iEQiCAQC8Hg8yofX60VDQ0Pcd25jj8RF90jFReLYI3F8vtqPPVKPPWKxR+LYYz/2ODS324sH//ycauzs0wdi6Lmntno+xw8aETM2fuwIDOhX3urHNJmMmHbTBNXY8lVrsH7DlhY9Tjp65IIj6rvicrkwevRo5ZovFosFb7/9NkpLSw/xmXJEIhE4nU4YDAbodLqMXBm9pSKRCPx+P5xOJ2pra7Fnzx5UVlaiuroaTqcTHo8HDocDtbW1qK2thcvlQiAQQENDA4LBIBoaGuD1elFTU6N63IKCzP74jhp+Nq6fMDpm3G6z4tn59+KC0TcoYzpdAV54cm7anogaog6X9Hg82LJlC1wuFyoqKlBdXa28sHe5XHC73fD5fPD7/fD5fHC73XC5XPB6vcpHQ0MDAoEAAoGA0uVA7BFfdI+FCxdiyZIlcLlccLlc8Pv9CAaD8Pv9CAQCMecbRysoKIDRaITFYoHVaoXZbMa2bdui7sMe8UT3uOOOOzBz5kzodDrodDpotVoYjUaYzWYUFhbCaDTCYDDAZrOhqKgIVqsVVqsVxcXFaNeuHWw2G8xmM+x2O4qLi2E2m2MOWWaP+KJ7rFy5Enl5ebDb7ejUqRNKS0ths9lQUlICm82GvFacf88eiYvukY5D+tkjPvbYjz0y40jtEQqFUFlZeVivP955fzWqa+pUY/ffM7nVr99effO9Zsejr+PSGteNvwRzH3tGNd9/vv8Revc8NuHHSMf/H7ngiFmA+eWXX3DhhRdi/fr1AIDS0lK8++67OOmkkzI8s5ZpaGiA3W4HsO8q3DabDcXFxbBYLLDZbMqLBrvdDrvdDqvVipKSEhQXFysvJPR6PfR6PYxGIwoLC5XtgoIC5OXlIS8vD5FIBOFwWHmhHQwG4Xa74Xa74fV64fF44PP5lBeQHo8H9fX1yov5yspKVFVVYe/evaitrVWOOEomXRr/px49aij69DoWn637VrmI1stvvIu9ldVYtWRhzBPpsCGnoUun9ti5ay8AYNBJfVB+fPe0zddR71Rtz549G7Nnz07pPtkjvugeW7duxdatW1v9eMFgEMFgEE6nE7t37272PuwRX3QPYN9zazKvBxa9SMAe8UX3WLVqFVatWtXsfbVaLTp06ICysjKYTCblo2mBxmq1Qq/Xo7CwEBaLBSaTCXq9Hnv27FE9DnvEF93j2Wefxccffwyz2YyioiIUFRXBZDLBYrEoC5JNv08YDAYUFBTAYDDAaDQqC5p5eXnK19nY2AiPx6PaB3vEF90jFAqhqqpK+b42fW8P/P6Gw2GEQiGEQiHl34tgMAifzwePx6P8Pufz+eBwOLBpk/qdWdgjvugeer0ebrcbGo0GkUhE+Tjw+9/0R8UDf392OBxwOp3K785Nvz/7/X6sW7dOtQ/2iK+5Hg6HQ3nt0vRz3/QHxPr6euX77PP54HQ6UVdXh7q6OjgcDlRWVmLPnj2oqKiIWXhp0pIeKz/8TLV97hknY2D/3i3/QrHvd79x106PGX/vtaeScpSUyWTEmIuH4fFnX1HGPvr0S9w19bqEHyO6h81mO+x55aIjYgHmyy+/xEUXXYS9e/c9OXTv3h3vvfcejj766AzPrOUOPA8xEonA4XDA4XBkbkItoNFoYLVa0b59e3To0AElJSWw2+0oLCxU/ppcXFwMq9Wq/CW66cNkMuHaa6/F2rVrlcdL518Ehp5zKq4cNxIAcP3U+/D0398AAHzw8Vosev0dXD76opjPyeTRSXUO9RNgfn4+zGYzLBYLSktLUVZWpvx132q1qv7K37SI1/TixWQyKb9IGwwGZbFuzJgx+Pzzz5V9sEd80T0mT56Ms846CxaLBWazWXnRcuBiqE6nQ35+vvJCvrGxEaFQSDkC6cAFULfbjWnTpmHz5v1vG8ge8UX3eO6553DuuecqizBNRyO53W7ll2W/34+6ujrll+X6+npUV1ejsrISTqcTbrcbdXV1cDr3PXb0UUzsEV90j2HDhqGkpAQ1NTXYtWuX8oux2+1GKBTCzp07sXPnzsPaJ3vEF91j06ZNMS/Qk4094ovuMX36dEyfHvsiLJnYI77oHpMmTcKkSZNSuk/2iC/VPbRaLTQajeqopER7RCIRrPjgU9XYheef0eq5XHHDXc2ODxtyWqsfM9oZp/RXLcB8svYbBAINCb9TU3SP4uLipM0tl+T8AsySJUtw2WWXwev1AgBOO+00LF26NGt/IKxWKwKBAHw+H3w+H2pra5VVdKfTqbwoa3ohUF9fj5qaGtTV1SkvJJpWgZv+EhIIBA56hEp+fj4KCgpgNpthNpthMpmUF+wWiwUWi0V5Id90OkRpaSnatWuHsrIylJWVKS/yW3PoeJPoQzIPvDJ7Oj04awoWv7UC9U4XAGD2wwsw7pLhKbmORGt5vD7V9vLlyzFkyJCk7iMQCKi22SO+6B7Dhw9Peo9Zs2apttkjvugenTt3RpcuXZLy2OFwGF6vF4MGDcKGDRuUcfaIL7rHlClTmv3/IxAIoKqqCrt27UJtba1ybSSv16ssiDWdwtp0eqXX60UgEMD333+v+gMGe8QX3eP222/HUUcdBZfLhdraWtTX18Pr9cLpdKKmpkY5ksLj8ahOp/T5fHGvWRWNPeKL7qHVahM+qlij0aCgoED5aDpSqen3OaPRCJvNhtWrV6O6ulr5PPaIL7rHoeTl5Sl/XGn6/dlkMsFqtSpHqlutVuV3aYPBgMcffxy//PKL8hjsEd/BeuTl5an+eGgwGJTvddMfHC0WC4qLi2G321FUVIQ2bdqgU6dOymuYkpISDBgwAF9//bXyuIn2+H7jf7G34lfV2NBzWnftl2/Wb8Lit5bHjFdsXt2qx4vnzFNPUo7mAgCv14e1X63H6af0T+jzo3sUFhYmdX65IqcXYN544w2MGTNG+UukzWbD+eefj7/97W+q+9lsNlx7bXouFnW4NBqNclSIzWZDu3btkvK4jY2NCAaDCIf3v31Y08LL4SyaJFNdnfocyiK7NSPzsNusmHTNGNz/2LMAgB9/3onXlqzAuEuGZ2Q+zXHUu1TbqTgEkD0Sxx5HTo/8/HxYLBZl0b8Je8SXaA+9Xo/OnTujc+fOLd5Ht27dVNdJYo/4ontcfPHFrXq3yKbTMMLhMBobG5Vf6DUaDXr27Int27cr92WP+KJ7fPrpp+jfvz9CoZDyfW36APa96MzPz1dOUUpEt27dVAsw7BFfdI+PPvoI/fr1U7abTgdraYMDLVigfsti9oivuR4DBw5M6uuX1v5+tfqT/6i2u3Rq36p3PmpoCGLgkLEx48POPQ1ty9q0+PEOpk1JEXr37I7vfth/8d3vftiS8AJMOn7fzQUyXlmnyIYNG1SHgdfX1+Oee+7BtGnTVB9z587N4CxlaFqhP/Ccer1eL2bxBdh3EeUDWS3mDM0EuOX6y2EyGZXt+x97NuG/9KXavvON1deysFqT/483eySGPdgDYI942CN3ezQdfWEwGJS//Df99d/tdqv3wR7NitfjwL/sG41G1fe36ZThlvz+xv8/EtNcj7KyMuV73/Tz3ZoGB2KPxMTrkezXL63t8Wu1euHmpBN6tep0rXsfeiLm3YUA4MWn7m/xYyWiW9dOqu3oiwjHk65/z3OBnFfXRAfR2Ngo5i/8AFDaphjXXHaxsr1h849Y8s/mLxqZbm6PN2Ys2YcAskfi2IM9APaIhz3YA2CPeNiDPQD2iEd6jxN698CVY0dixAVn4/RT+qN3z5ZfnHjdV9/jgXkLY8bvnHIN2pQUtfjxEjGwX28MP+90jLl4GK694hL069szoc9LR49coYlIWcYkOoja2lqUlJSoxn75fhU6dUzOKVi55Mefd+KY/heoxjweD0ym5J1DzB6JYw9Z2EMW9pCFPWRhD1nYQ5Zc7xEKhdD/7NGq04Ga1G//AlZr5o6Mak46euQKHgFDWaG5d3qyWS3pn0gW8PsDMWNGo7GZe7YeeySOPWRhD1nYQxb2kIU9ZGEPWXK9x/ynXmp28eVP904Vt/gCpKdHruACDGWFAy8OBwB6vQ5mM1dUm+OPencivV6f9LcIZI/EsYcs7CELe8jCHrKwhyzsIUsu99jxyx7MeujJmPHCQiNuuGpMyvffGunokSu4AENZwePxqLbNhSb+Tx2HL2oFOhWrz+yROPaQhT1kYQ9Z2EMW9pCFPWTJ1R6RSAQ33vZHeJt5i+3bJl0pdkEuHT1yBRdgKCtEXwDLYuZFneJxutTvLmGxJP9QSfZIHHvIwh6ysIcs7CELe8jCHrLkao83lr6P91auiRm3WS245YbLU77/1kpHj1zBBRjKCnv27FFtd2hXmqGZyFfvVD8B2u32pO+DPRLHHrKwhyzsIQt7yMIesrCHLLnYw+l045a7H2r2tjtuuRp2m9y3dU5Hj1zBBRjKClVVVart0jbFGZqJfNEr0Kl4Czj2SBx7yMIesrCHLOwhC3vIwh6y5GKPmQ88jr0Vv8aMd2hfhskTL0vpvg9XOnrkCi7AUFaIXoHu1KFthmYi36/V6sMlS0uTv1rPHoljD1nYQxb2kIU9ZGEPWdhDllzr8d0Pm/H4wlebve3uqdfBaDSkbN/JkI4euYILMJQVamtrVdvFdluGZiKfy62+YJjNlvzvFXskjj1kYQ9Z2EMW9pCFPWRhD1lyqUckEsFN0+9HOByOua1zx3a4+rKLU7LfZEpHj1zBBRjKChUVFartdm3bZGgm8nmirppuNpuTvg/2SBx7yMIesrCHLOwhC3vIwh6y5FKPV/7xLj754utmb5s57Xro9bqU7DeZ0tEjV3ABhrJCdXW1aru0pChDM5Ev+gnQZEr+29WxR+LYQxb2kIU9ZGEPWdhDFvaQJVd6uN1eTL/3sWZvKz/+GEz4w6ik7zMV0tEjV3ABhrLC3r17Vdv8i0B80RfBslqTf8V09kgce8jCHrKwhyzsIQt7yMIesuRKjwfmP4s9e6uavW3e3NuRn5+f9H2mQjp65AouwJB44XAYbrf6f2qeExtf9NvAJfsJkD1ahj1kYQ9Z2EMW9pCFPWRhD1lyocfP23/Bo0+80OxtIy44G+eccXJS95dKqe6RS7gAQ1kpL0+T6SmIVVPrUG0XF6f+LQzZIz72kIU9ZGEPWdhDFvaQhT1kyYUeRXYrRgw7q9nbHr7v1qTuK9Uy0SNbcQGGxAsGgzFjBQUFGZhJdvi1Rv02cCUlJUl9fPZoGfaQhT1kYQ9Z2EMW9pCFPWTJhR5FdhsWP/cIOrQvU43fcv3lOObo3yR1X6mW6h65hAswJJ5Wq0VenvpHNfo8Q9pnb8WvMeeRdunSJan7YI/EsYcs7CELe8jCHrKwhyzsIUsu9dBoNBh78TBlu8huxYxp1yd9P6mUjh65hAswJJ5Wq0WHDh1UY7vjXKzqSBf9FnYWiwU9e/ZM6j7YI3HsIQt7yMIesrCHLOwhC3vIkms9evb4rfLfs6bfgOKi7Lr2Tzp65BIuwFBWaNNGfdXx6PMMaZ/vNmxRbQ8aNCglV09nj8SwhyzsIQt7yMIesrCHLOwhS671aFqA+W23LrjhqjEp2UcqpatHruACDGWFtm3bqrYrqqozNBPZvv5uk2q7T58+KdkPeySGPWRhD1nYQxb2kIU9ZGEPWXKtx/HHHg1g34V3dbrsu+5PunrkCi7AUFZo166davu7H7bEueeRa2/Fr/jXh5+pxnr37p2SfbHHobGHLOwhC3vIwh6ysIcs7CFLLvYwm00YP3YERlxwdkoeP5XS2SNXcAGGssLAgQNV2+/+62MEAg0Zmo1MLyxehnA4rGybTCZceOGFKdkXexwae8jCHrKwhyzsIQt7yMIesuRqj8cfuhsaTfa97Xg6e+QKLsBQVhg5cqTqScnl9uCDj9dmcEayNDY24u+vLlONjRkzBna7PSX7Y4+DYw9Z2EMW9pCFPWRhD1nYQ5Zc7mE2m1LyuKmU7h65ggswlBXat2+Pk08+WTX2j7f/laHZyPPkc4uxZes21diECRNStj/2ODj2kIU9ZGEPWdhDFvaQhT1kYQ9Z0t0jV3ABhrLGqFGjVNsvvvYO/vvj9sxMRpCftu3EtFmPqsa6d++OwYMHp3S/7NE89pCFPWRhD1nYQxb2kIU9ZGEPWTLVIxdwAYayxpgxY6DX65XtUCiEW2c8nMEZZZ7L5cFlE++E3x9QjT/++OMpP4+UPWKxhyzsIQt7yMIesrCHLOwhC3vIkskeuYALMJQ1OnfujFtuuUU19s/3P8LSd/+dmQllWE2tA2ePvApffPmdavzGG2/EkCFDUr5/9lBjD1nYQxb2kIU9ZGEPWdhDFvaQJdM9coEmEolEMj0JokQ5nU50794dlZWVypjBoMd7rz2Fs04bkMGZpdfqT9Zh4tTZMYdAdujQAZs2bYLVak3LPNhjH/aQhT1kYQ9Z2EMW9pCFPWRhD1mk9Mh2PAKGsorVasUDDzygGvP7A7hw7CT8+6MvMjSr9IhEIti4+Sf87opbcNZFV8U8+bVp0wZLlixJ65Mfe7CHFOwhC3vIwh6ysIcs7CELe8gisUe24xEwlHUaGxtxxRVX4OWXX1aNazQaXDf+Esy9ZzJKiu2ZmVySOeqd2LJ1O955fzX+8fbKmCuNN+ncuTNWrVqF7t27p3mG7NEc9kgP9pCFPWRhD1nYQxb2kIU9ZMmGHtmMCzCUlUKhEMaMGYM333wz5rbiIhvumHw1xl0yHB07tM3A7NQikQg8Hh88Xi9cbi8c9U5UVdeiptaBeqcbgUAD/IEAfP4A3G4vHE4Xft6+C1t+3IaqX2sP+fg9evTA8uXL0bVr19R/MXGwx37s0TLswR7pxh77sUfLsAd7pBt77MceLXMk9MhWXIChrBUMBvGHP/wBb7zxRtz7DDqpD0YOPwcD+5Wj2286oUP7MuTn5x/ysSORCILBEHx+P7xeP1xuDzxeHzxeH2rr6rG38lfUO93weLzw+vzweH1w1LvgcntQ53DC6XLD6/PD5w/AUe+C1+tL5pcOYN8hf7Nnz8Y111yDgoKCpD9+S7EHe7BHfOzBHuwRH3uwB3vExx7swR65hQswlNVCoRAeeeQR/PGPf4TX6z3k/QsKtOjQrgwlxXYUaLXQaDQIhoJoaAjuWwH2eOFye+DzBdDY2JiGr6Dl2rdvjzFjxmDGjBkoKirK9HRU2IM9Mo09ZGEPWdhDFvaQhT1kYQ9ZJPfIOhGiHLBjx47IpZdeGgGQcx8ajSZy9NFHR2699dbI559/HgmHw5n+dh8Se8jCHrKwhyzsIQt7yMIesrCHLOxBrcEjYCinfPrpp3j66aexbNkyOJ3OTE+nWVqtFqWlpSgtLYXdbofRaIRer4fBYIDFYoHZbEbHjh3RvXt3HHvssejWrRt0Ol2mp90q7CELe8jCHrKwhyzsIQt7yMIesrAHtQQXYCgnBQIBfPDBB1i2bBnWrFmDbdu2wec7vPMgtVotCgsLYbFY0L59e5SUlKCwsBCFhYUwmUyw2WywWq2w2+3KE5vRaITVakXbtm1hsVhgsVhgMBig0WiS9JVmB/aQhT1kYQ9Z2EMW9pCFPWRhD1nYgxLBBRg6IkQiEVRVVWHHjh3YtWsXXC4XgsEgIpEIdDoddDod9Ho9zGYzrFYrjEYjDAYDTCYTjEYjLBYL9Hp9pr+MnMEesrCHLOwhC3vIwh6ysIcs7CELe1BzuABDRERERERERJRieZmeABERERERERFRruMCDBERERERERFRinEBhoiIiIiIiIgoxbgAQ0RERERERESUWhouwBARERERERERpVaECzBERERERERERCnGBRgiIiIiIiIiohTjAgwRERERERERUYpxAYaIiIiIiIiIKMW4AENERERERERElGJcgCEiIiIiIiIiSjEuwBARERERERERpRgXYIiIiIiIiIiIUowLMEREREREREREKcYFGCIiIiIiIiKiFOMCDBERERERERFRinEBhoiIiIiIiIgoxbSZngBROnk8HmzcuBG7d+9GbW0tHA4H6urqcOqpp+L888/P9PSOOOwhC3vIwh6ysIcs7CELe8jCHrKwBx2ICzCU0zZs2IAVK1bgyy+/xLfffostW7YgEok0e9/58+fDbDbDbrfDbDbDZDLBYrGgqKgINpsNFosF+fn5af4Kcgt7yMIesrCHLOwhC3vIwh6ysIcs7EEHo4nE+2kgylJVVVV46aWX8OKLL2L9+vVJe1yNRoOioiJYrVYUFhbCaDRCp9NBp9PBbDbDaDTCYDBAp9MhPz8feXn7zvBrbGxEKBRCQ0MDgsEg/H4/XC4XvF4vPB4PfD6fclsgEAAAWK1WlJWVoaysDB07dkSnTp3Qr18/DB48GFarNWlfUzqwhyzsIQt7yMIesrCHLOwhC3vIwh6UsAhRjqitrY1MnDgxUlBQEAGQkx/5+fmRU045JXLfffdFKisrM/0tPyj2kIU9ZGEPWdhDFvaQhT1kYQ9Z2INaigswlBPeeuutSNu2bRN6EtFoNBl/IkvGh9lsjsyYMSPidDoz/e2PwR6ysIcs7CELe8jCHrKwhyzsIQt7UGvwFCTKao2Njbj55pvxxBNPxL1Px/ZtccGQ03Bin+NwQvlxKD/+GHz82VdYufpz+AMB+Hx+uNxeVNfWwe3xwlHvgsfrg88XgNPlRmNjYxq/opYrKyvDvHnzMG7cuExPhT3AHtKwhyzsIQt7yMIesrCHLOwhi6Qe2YYLMJTVpk2bhkceeSRm3GDQ49IR5+HKsSNxxuD+rb54VWNjI5wuN1wuD+rqnaiuccDt8cLj9SEQaECgoQGBQAPcHi/8/n3bDQ1BhBvDCIf3PXHm5+chPy8fer0O+fl5MOj1sFoKYTIaYTIZYDIaoNMVQJuvhV5fAACoratHdY0Deyt/xZ6KX7Fh849Y9/X3CAZDcec6ffp0zJ07F1pt5q6tzR77sQd7RGOP/diDPaKxx37swR7R2GM/9mCPbMcFGMpa8+bNw9SpU2PGh593Op58ZAa6dGqfgVmljsfjxZrPv8arb72HRa//s9mV8ZEjR+KVV16B0WhM+/zYgz0yiT1kYQ9Z2EMW9pCFPWRhj/QJh8PIy8uDRqOJex/pPbIRF2AoK61cuRLnn3++6i3dtFotnn5sJib8YdRBn0hywcbNP+GO2fPwzorVMbdddNFFWLp0aVq/B+zBHpKwhyzsIQt7yMIesrCHLOyROnsrfsUlV07Bj9t24uT+fTDopD4Yes6p6FveI+7nSOuRrbgAQ1knFAqhV69e2LJli2r8+cfn4MpxIzMzqQx59oV/YNL0OTGHBi5YsAATJ05MyxzYYz/2kIU9ZGEPWdhDFvaQhT1kYY/k+nzdt7hkwlTs2VulGr/jlqvxwMwph/x8CT2yWV6mJ0DUUosWLYp58ptz9/9l3ZNfMlw7/hKsWrIQNqtFNT5t2jTs2rUrLXNgj/3YQxb2kIU9ZGEPWdhDFvaQhT2SIxKJ4MH5C3Ha8PExiy8A0K9Pz4QeR0KPbMYjYCirhMNhlJeXY9OmTcpYv77HY92qxcjLO3LXE5evXIMLRt+gGhsxYgSWLl2a0v2yR/PYQxb2kIU9ZGEPWdhDFvaQhT1ar85Rj/E33t3s6UNNtn37Prp26ZjwY2aqR7bLjp8Yov95//33VU9+AHDfHZOy5skvVYYNOQ3jx45QjS1btgwbN25M6X7Zo3nsIQt7yMIesrCHLOwhC3vIwh6t8/3G/6L/2aMPuvhSXGTDbzp3aNHjZqpHtsuOnxqi/1mxYoVqu/z4YzDs3NMyNBtZHpszHSXFdtXYggULUrpP9oiPPWRhD1nYQxb2kIU9ZGEPWdgjcZFIBM+/vAQDh4zDz9sPfmrQib2Pa9UFdDPRI9txAYayyqpVq1Tbo0cNzZrV51QrLrLhuvGXqMYWLVoEv9+fsn2yR3zsIQt7yMIesrCHLOwhC3vIwh6J8Xp9uOqmGbjq/2bA51N/b0rbFMfcv1/fxK7/Ei0TPbKd7J8cogNUVFTEHP537hmDMjQbma4bf6lqu66uDm+//XZK9sUeh8YesrCHLOwhC3vIwh6ysIcs7HFwP2zcioFDxuHvry6NuW3AieX46oPXYLdZo8Z7tXp/6eyRC7gAQ1njs88+U21bLWb063t8hmYjU9cuHXHWaQNUY//+979Tsi/2ODT2kIU9ZGEPWdhDFvaQhT1kYY/4Fr/5HgYMGYsfNm2Nue2Gq0bj43dfgMfrg6PeqbptwInlrd5nOnvkAi7AUNbYvn27artveQ9otdrMTEawYeecqtpev359SvbDHolhD1nYQxb2kIU9ZGEPWdhDFvZQC4fDuHP2PIy9dnrMKUdmswmLFz6MJx+ZAb1eh8/Wfau6vUP7MnTq2O6w9p+uHrlA3k8PURy7d+9WbXfpdHhPFLmq13HHqLY3bNiASCTSqgtrHQx7JIY9ZGEPWdhDFvaQhT1kYQ9Z2GO/SCSCi6+4BW8v/zDmtt49u+P1vz2KY485ShmLXoA55aS+hz2HdPXIBTwChrJG9BNg+7alGZqJbD2P+61q2+VyxXzvkoE9EsMesrCHLOwhC3vIwh6ysIcs7LGfRqOB3WaJGe/apSPWrnxVtfgCAJ+s/Ua1PXjgCYc9h3T1yAVcgKGssXfvXtV2x/ZlGZqJbJ07tkNhoVE1tnnz5qTvhz0Swx6ysIcs7CELe8jCHrKwhyzsoTb7zpug0xWoxrbv3I2OPc9GnaNeGfu1uhZbtm5T3W/wwL6Hvf909cgFXIChrOFyuVTbRXZrnHse2TQaDbp27qgaq6qqSvp+2CMx7CELe8jCHrKwhyzsIQt7yMIear/p3AE3XjUmZry2rh7njLwGXq8P4XAYn0Yd/WIyGdG3vMdh7z9dPXKBFoAGQCTTEyE6lMbGRtV2fn5+hmYiX/RhiA6HI+n7YI/EsYcs7CELe8jCHrKwhyzsIQt7qN1963X48JN1+O6HLarxb9ZvwvwFL+GdFR/B4/Wqbht0Uh8UFKiPnGmtdPTIBbwIL2WN6Ce8UCicoZnIl44nQPZIHHvIwh6ysIcs7CELe8jCHrIciT1q6+pRUVkNR70TPn8AkUgEBoMenTu2Q6cObfHQrKkYeunEmM+7e85fmn28M07pn7S5cQEmMVrw6BfKEtFPgNEr0rSfyag+B9Pn8yV9H+yROPaQhT1kYQ9Z2EMW9pCFPWTJ9R7hcBhrv1yP/3zzA776biO++HI9tv60I+79CwqaTm5J3GmDTjzMWe6Xjh65gEfAUNbQatU/rg3BYIZmIp/RqFdtp+IJkD0Sxx6ysIcs7CELe8jCHrKwhyy52mPbjl14/uWleP6VJdi1pzLhzwsGQy3az6RrxuKMwSe1dHpxpaNHLuACDGUNi0V9WJvT6c7QTOQriPrHIpiCfyzYI3HsIQt7yMIesrCHLOwhC3vIkms9lq9cgwfmL8Saz79KyeNrNBpEIvtOfpk88TLMu/92aDQtO2LmYNLRIxdwAYayhslkUm37/IEMzUQ+rVZ9uGQ4nPzzVdkjcewhC3vIwh6ysIcs7CELe8iSKz1+/Hknbp3xMN5e/mHCn2M2m2AyGpCXlwenywOv99BHmzQtvvQ45ihMufGKpC6+AOnpkQu4AENZwxh1XqHX58/QTOSLfkJtesJNJvZIHHvIwh6ysIcs7CELe8jCHrJkew+v14cZ9z+Ovz778kFPHzquezcM6FeOASeW4+T+vdHruGOg0+1/56LP1n2DwUMvT3i/m7duQ/ngUXjq0RkYd8nwpC3EpKNHLuACDGWN6CfAQKAhQzORL9kr2s1hj8SxhyzsIQt7yMIesrCHLOwhSzb3+Hn7Lxh1+WSs3/DfZm+326z4w6XDcfVlF+OE3sfFfZzGxkbcctdDzd42oF85zjvzFCxc9CYqKqtVt7ncHlw28Q6sXP05nn5sFvR6Xeu/mP9JR49cwAUYyhrR71Ef4mFtGcUesrCHLOwhC3vIwh6ysIcs7CFLKnp89e0GDL30elTX1MXcVtqmGA/MmIzLfv//EloUeW3JCvzn6x+afZxli/6Kdm3b4M4p1+DPTy/Cg/Ofg9OlvobNC68uw0/bfsHSRX9BSbG91V8TJS4v0xMgSlT0qirfli++dBzyxx6JYw9Z2EMW9pCFPWRhD1nYQ5Zs7PHRp//BmRdNiFl80ekKcNtNV2Lrl+/i6st/l9DiS0NDEPfM/Uuztz0zbxbatW0DADCZjLhzyrX46evluHz0/4u57ydffI1LJ0xFKNSyd1GKxlOOEpPTCzB+vx933XUXzjvvPHTt2hUWiwUFBQVo06YNTjnlFMydOxf19fWZniYlKJ2Hta3+ZB00xb1iPvLb9Ia96yCceOaluP3ex1BRWQ1HvRMde56t3MfedRD27K2KeczvftiMgrK+yv36nv67lF0dPBxW/+OQn58f556txx6JYw/2SCX2ODT2SBx7sEcqscehsUfisq3Hjl/24Hfjp8Dt9qrGjz/2aHz38Zt4ePZtsFktcT471tN/fx0/b98VM37Z7y/EyOHnxIy3KSnCi089gMULH0ZhofrUqg/XrMO0mY8mvO/mpKNHLsjpBRi3240HHngAK1euxI4dO+B2uxEKhVBTU4PPP/8c99xzD/r164fa2tpMT5USEL3inInzDBsbG1HvdOGb9Zvwp7/8DSeceQlcLg+efmymcp96pwuTps9RfV44HMbVN89UVpYLCrT4+xNzYw5rTJboq46n4gmQPRLHHuzBHvGxB3uwR3zswR7sEV829XC7vRh1+WTU1DpU4+eccTK++Ncr6NG9W4sez+l04+Y7HogZP+o3nfDEn+456OeOvngYPl3+Etq3K1WNz1/wEha++I8WzeNA6eiRC3J6AQYAOnbsiEsvvRS33XYb7r//fkydOhW/+c1vlNt/+uknPPPMMxmcISUq+rC2dP6DNHrUUDx8362Ycdv1KD/+GGW8orIa8556CReefybGjx2hjC999wP8Y9m/lO3HnngBX327Udm+e+p16FveI2XzDUYdQpiKf/jYI3HswR7sER97sAd7xMce7MEe8WVLj3A4jLHXTsM36zepxoefdzreXfwkLJbCFj/mnEefbnb8b3+dDavVfMjP79OrB5a8+GfVuykBwI3T5uDb7ze3eD5AenrkgpxegGnTpg127dqF119/HQ8//DDuvPNOPProo/j0009V99uxY0eGZkgtEb0CnZ+Xvh/foeecitv+bwJm33UT1rz3ourJauOWnwAA8++/HR3alynjN90+F3WOevz4807MeuhJZbxveQ/cNfXalM63oUF9qKdOd/hXNo/GHoljD/Zgj/jYgz3YIz72YA/2iC9bejz30lv45/sfqcaOPeYovPzMQ61696GKymo8/NfnY8ZvuGo0zjx1QMKPM7B/bzwz717VWDAYwrSZj7R4TkB6euSCnF6AiRYOh7F79248++yzqvGePXtmaEbUEtHnj2q1mTmszWa1wFxoUrbblNgB7Hu7uGfmzVLGK6tqMOXuP+G6KffC5/MDaDoUc07KV4RDIfUhgKnYH3skjj3Ygz3iYw/2YI/42IM92CO+bOjh8/nxx0cWqMaKi2x4++W/tuh6LwcadfnkZsf/dO+tLX6s8WNHYOqN41Vjqz76Ap+t/abFj5WOHrngiFiAWbVqFTQaDbRaLTp16oT77rtPue3000/HNddck8HZUaL8fr9q22gwpH0OTqcbf3l6EWrr9l+8+fcjhyr/Pfy8M3Dl2JHK9guvLsOHa9Yp2/fcOhF9eqXuUMwm6TgEkD0Sxx77sEd6scd+7JE49tiHPdKLPfZjj8RlQ48nn1uMXXsqVWOLFjyI7r/t2qr5bNryE7748ruY8bUrX4XZbGrmMw7tj3fdpDqqCQDmPNryS3TwFKTEHBELMPGMGzcO7777LgwZeGKjlmtoaFBtR5+zmEoTbroHmuJesHU9GZPvfBDAvrd0e/i+W3HRsLNU9513/3R0bN825jFO6H1cyg/FbBIMqp8AtVpt0vfBHolraY9IJIJAIACPx6N8eL1eNDQ0xH2LP/ZIXHSPVFwkjj0Sx+er/dgj9dgjFnskjj32Y49Dc7u9ePDPz6nGzj59IIaee2qr53P8oBExY+PHjsCAfuWtfkyTyYhpN01QjS1ftQbrN2xp0eOko0cuOCK+K927d8fDDz+MQCCAHTt24K233kJNTQ1eeeUVfP3111ixYoXqwrySRSIROJ1OGAwG6HS6jFwZvaUikQj8fj+cTidqa2uxZ88eVFZWorq6Gk6nEx6PBw6HA7W1taitrYXL5UIgEEBDQwOCwSAaGhrg9XpRU1OjetyCgsz++I4afjaunzA6Ztxus+LZ+ffigtE3KGM6XQFeeHJu2p6IGqIOl/R4PNiyZQtcLhcqKipQXV2tvLB3uVxwu93w+Xzw+/3w+Xxwu91wuVzwer3KR0NDAwKBAAKBgNLlQOwRX3SPhQsXYsmSJXC5XHC5XPD7/QgGg/D7/QgEAjHnG0crKCiA0WiExWKB1WqF2WzGtm3bou7DHvFE97jjjjswc+ZM6HQ66HQ6aLVaGI1GmM1mFBYWwmg0wmAwwGazoaioCFarFVarFcXFxWjXrh1sNhvMZjPsdjuKi4thNptjDllmj/iie6xcuRJ5eXmw2+3o1KkTSktLYbPZUFJSApvNhrxWnH/PHomL7pGOQ/rZIz722I89MuNI7REKhVBZWXlYrz/eeX81qmvqVGP33zO51a/fXn3zvWbHo6/j0hrXjb8Ecx97RjXff77/EXr3PDbhx0jH/x+54IhYgOnSpQtuu+02ZXvOnDno27cv9u7di82bN+OWW27BkiVLMjjDxDU0NMButwPYdxVum82G4uJiWCwW2Gw25UWD3W6H3W6H1WpFSUkJiouLlRcSer0eer0eRqMRhYWFynZBQQHy8vKQl5eHSCSCcDisvNAOBoNwu91wu93wer3weDzw+XzKC0iPx4P6+nrlxXxlZSWqqqqwd+9e1NbWKm9Hl0y6NP5PPXrUUPTpdSw+W/etchGtl994F3srq7FqycKYJ9JhQ05Dl07tsXPXXgDAoJP6oPz47mmbr6PeqdqePXs2Zs+endJ9skd80T22bt2KrVu3tvrxgsEggsEgnE4ndu/e3ex92CO+6B7AvufW6EXFwxG9SMAe8UX3WLVqFVatWtXsfbVaLTp06ICysjKYTCblo2mBxmq1Qq/Xo7CwEBaLBSaTCXq9Hnv27FE9DnvEF93j2Wefxccffwyz2YyioiIUFRXBZDLBYrEoC5JNv08YDAYUFBTAYDDAaDQqC5p5eXnK19nY2AiPx6PaB3vEF90jFAqhqqpK+b42fW8P/P6Gw2GEQiGEQiHl34tgMAifzwePx6P8Pufz+eBwOLBpk/qdWdgjvugeer0ebrcbGo0GkUhE+Tjw+9/0R8UDf392OBxwOp3K785Nvz/7/X6sW7dOtQ/2iK+5Hg6HQ3nt0vRz3/QHxPr6euX77PP54HQ6UVdXh7q6OjgcDlRWVmLPnj2oqKiIWXhp0pIeKz/8TLV97hknY2D/3i3/QrHvd79x106PGX/vtaeScpSUyWTEmIuH4fFnX1HGPvr0S9w19bqEHyO6h81mO+x55aIjYgEmWllZGU4++WRl0WX16tWZnVALHHgeYiQSgcPhgMPhyNyEWkCj0cBqtaJ9+/bo0KEDSkpKYLfbUVhYqPw1ubi4GFarVflLdNOHyWTCtddei7Vr1yqPl86/CAw951RcOW4kAOD6qffh6b+/AQD44OO1WPT6O7h89EUxn5PJo5PqHOonwPz8fJjNZlgsFpSWlqKsrEz5677ValX9lb9pEa/pxYvJZFJ+kTYYDMpi3ZgxY/D5558r+2CP+KJ7TJ48GWeddRYsFgvMZrPyouXAxVCdTof8/HzlhXxjYyNCoZByBNKBC6ButxvTpk3D5s373zaQPeKL7vHcc8/h3HPPVRZhmo5Gcrvdyi/Lfr8fdXV1yi/L9fX1qK6uRmVlJZxOJ9xuN+rq6uB07nvs6KOY2CO+6B7Dhg1DSUkJampqsGvXLuUXY7fbjVAohJ07d2Lnzp2HtU/2iC+6x6ZNm2JeoCcbe8QX3WP69OmYPj32RVgysUd80T0mTZqESZMmpXSf7BFfqntotVpoNBrVUUmJ9ohEIljxgfqddy88/4xWz+WKG+5qdnzYkNNa/ZjRzjilv2oB5pO13yAQaEj4nZqiexQXFydtbrkkpxdgPvzwQ/Tv3x8Wi/oK09XV1aoX8tlwGk8Tq9WKQCAAn88Hn8+H2tpaZRXd6XQqL8qaXgjU19ejpqYGdXV1yguJplXgpr+EBAKBgx6hkp+fj4KCApjNZpjNZphMJuUFu8VigcViUV7IN50OUVpainbt2qGsrAxlZWXKi/zWHDreJPqQzAOvzJ5OD86agsVvrUC90wUAmP3wAoy7ZHhKriPRWh6vT7W9fPlyDBkyJKn7CAQCqm32iC+6x/Dhw5PeY9asWapt9ogvukfnzp3RpUuXpDx2OByG1+vFoEGDsGHDBmWcPeKL7jFlypRm//8IBAKoqqrCrl27UFtbq1wbyev1KgtiTaewNp1e6fV6EQgE8P3336v+gMEe8UX3uP3223HUUUfB5XKhtrYW9fX18Hq9cDqdqKmpUY6k8Hg8qtMpfT5f3GtWRWOP+KJ7aLXahI8q1mg0KCgoUD6ajlRq+n3OaDTCZrNh9erVqK6uVj6PPeKL7nEoeXl5yh9Xmn5/NplMsFqtypHqVqtV+V3aYDDg8ccfxy+//KI8BnvEd7AeeXl5qj8eGgwG5Xvd9AdHi8WC4uJi2O3/n707D2+qzNs4fqdNkybN1hVaFhFHRKGAgiCi4oaK+Ao4OCwuiBsqzrAJ6iguuKCCwriioo6K27gAOgoOjIK7jBso26CCyNKW0iV7mqR5/2AaOEkDacnyy+H+XFevy/MkzXnabw3N03NObMjPz0dRURHat28ffg1TWFiIvn374rvvvgs/brw9flz/X+yq2K0YO++s1l375fu1G/D6O0ujxis2rmzV48Vy+iknho/mAgC324Ovv12L007uE9fnR/bIy8tL6PzUQtULMH/729+wfPlynHXWWejRoweMRiN27NiBt99+G5WV+65GfcEFF6Rxli2j0WjCR4VYrVa0bds2IY/b2NgIv9+PYHDf24c1LbwcyqJJItXWKs+hzLdZ0jIPm9WCCVePwv2P7H07859/3YY3Fi3DmBFD0jKf5tTVOxTbyTgEkD3ixx6HT4/s7GyYzWa43W7FOHvEFm8PvV6PDh06oEOHDi3eR+fOnRXXSWKP2CJ7XHTRRejbt2+LH6fpNIxgMIjGxsbwL/QajQbdunXD1q1bw/dlj9gie3z++efo06cPAoFA+Pva9AHsfdGZnZ0dPkUpHp07d1YswLBHbJE9Vq1ahd69e4e3m04Ha2mD/c2fr3zLYvaIrbke/fr1S+jrl9b+frXys/8otju2L23VOx81NPjRb9DoqPHBZ5+KNiVFLX68AykqzEePbl2w5qd9F99d89OmuBdgUvH7rhrIeGWdRG63G++99x7uu+8+3HbbbXjyyScViy+9evXCww8/nMYZytC0Qr//OfV6vV7M4gsAOBzK/6ktZlOaZgJMuu4yGI2G8Pb9jzwb91/6km3v+cbKa1lYLIn/x5s94sMe7AGwRyzsod4eTUdf5Obmhv/y3/TXf6fTqdwHezQrVo/9/7JvMBgU39+mU4Zb8vsb//+IT3M9SkpKwt/7pp/v1jTYH3vEJ1aPRL9+aW2P3dXKhZsTj+/eqrMu7nrwiah3FwKAl566v8WPFY/OndortiMvIhxLqv49VwM5r66TYMKECRg/fjx69eqFkpISaLVa5Obm4ogjjsD//d//4fnnn8fq1atRXFyc7qnSQTQ2Nor5Cz8AFBcV4OpLLwpvr9v4Mxb9s/mLRqaa0+WOGkv0IYDsET/2YA+APWJhD/YA2CMW9mAPgD1ikd7j+B5dccXoYRh6/pk47eQ+6NGt5RcnXv3tj5g1d0HU+K2Tr0ZRYX6LHy8e/Xr3wJBzTsOoiwbjmstHoHevbnF9Xip6qIUmJGUZk+gAampqUFhYqBj7/ccVaN8uMadgqcnPv27D0X3OV4y5XC4YjYk7h5g94scesrCHLOwhC3vIwh6ysIcsau8RCATQ58yRitOBmtRv/QoWS/qOjGpOKnqohaqPgCH1aO6dnqwWc/QdCV6vL2rMYDA0c8/WY4/4sYcs7CELe8jCHrKwhyzsIYvae8x76uVmF18eumuKuMUXIDU91IILMJQR9r84HADo9TqYTFxRbY434t2J9Hp9wt/piz3ixx6ysIcs7CELe8jCHrKwhyxq7vHb7ztx54NPRo3n5Rlw/ZWjkr7/1khFD7XgAgxlBJfLpdg25Rn5P3UMnogV6GSsPrNH/NhDFvaQhT1kYQ9Z2EMW9pBFrT1CoRBuuOkeuJt5i+2bJlwhdkEuFT3UggswlBEiL4BlNvGiTrHYHcp3lzCbE3+oJHvEjz1kYQ9Z2EMW9pCFPWRhD1nU2uPNxR/ig+WfRo1bLWZMuv6ypO+/tVLRQy24AEMZYefOnYrtsrZ856pY6u3KJ0CbzZbwfbBH/NhDFvaQhT1kYQ9Z2EMW9pBFjT3sdicm3fZgs7fdMukq2Kxy39Y5FT3UggswlBGqqqoU28VFBWmaiXyRK9DJeAs49ogfe8jCHrKwhyzsIQt7yMIesqixxx2zHseuit1R42WlJZg4/tKk7vtQpaKHWnABhjJC5Ap0+7I2aZqJfLurlYdLFhcnfrWePeLHHrKwhyzsIQt7yMIesrCHLGrrseanjXh8wWvN3nbblGthMOQmbd+JkIoeasEFGMoINTU1iu0CmzVNM5HP4VReMMxqTfz3ij3ixx6ysIcs7CELe8jCHrKwhyxq6hEKhXDj9PsRDAajbuvQri2uuvSipOw3kVLRQy24AEMZoaKiQrHdtk1RmmYinyviqukmkynh+2CP+LGHLOwhC3vIwh6ysIcs7CGLmnq8+tb7+Oyr75q97Y5p10Gv1yVlv4mUih5qwQUYygjV1dWK7eLC/DTNRL7IJ0CjMfFvV8ce8WMPWdhDFvaQhT1kYQ9Z2EMWtfRwOt2Yftcjzd5WftzRGHfJ8ITvMxlS0UMtuABDGWHXrl2Kbf5FILbIi2BZLIm/Yjp7xI89ZGEPWdhDFvaQhT1kYQ9Z1NJj1rxnsXNXVbO3zb3vZmRnZyd8n8mQih5qwQUYEi8YDMLpVP5PzXNiY4t8G7hEPwGyR8uwhyzsIQt7yMIesrCHLOwhixp6/Lr1dzz8xIvN3jb0/DNx1sCTErq/ZEp2DzXhAgxlpKwsTbqnINaemjrFdkFB8t/CkD1iYw9Z2EMW9pCFPWRhD1nYQxY19Mi3WTB08BnN3jb77qkJ3VeypaNHpuICDInn9/ujxnJyctIwk8ywe4/ybeAKCwsT+vjs0TLsIQt7yMIesrCHLOwhC3vIooYe+TYrXn9uDspKSxTjk667DEcfdURC95Vsye6hJlyAIfG0Wi2yspQ/qpHnGdJeuyp2R51H2rFjx4Tugz3ixx6ysIcs7CELe8jCHrKwhyxq6qHRaDD6osHh7XybBTOmXZfw/SRTKnqoCRdgSDytVouysjLF2I4YF6s63EW+hZ3ZbEa3bt0Sug/2iB97yMIesrCHLOwhC3vIwh6yqK1Ht65/CP/3ndOvR0F+Zl37JxU91IQLMJQRioqUVx2PPM+Q9lqzbpNiu3///km5ejp7xIc9ZGEPWdhDFvaQhT1kYQ9Z1NajaQHmD5074vorRyVlH8mUqh5qwQUYyght2rRRbFdUVadpJrJ9t2aDYrtnz55J2Q97xIc9ZGEPWdhDFvaQhT1kYQ9Z1NbjuGOOArD3wrs6XeZd9ydVPdSCCzCUEdq2bavYXvPTphj3PHztqtiNf338hWKsR48eSdkXexwce8jCHrKwhyzsIQt7yMIesqixh8lkxNjRQzH0/DOT8vjJlMoeasEFGMoI/fr1U2y//69P4PM1pGk2Mr34+hIEg8HwttFoxAUXXJCUfbHHwbGHLOwhC3vIwh6ysIcs7CGLWns8/uBt0Ggy723HU9lDLbgAQxlh2LBhiiclh9OFjz75Oo0zkqWxsRF/f22JYmzUqFGw2WxJ2R97HBh7yMIesrCHLOwhC3vIwh6yqLmHyWRMyuMmU6p7qAUXYCgjlJaW4qSTTlKMvfXuv9I0G3mefO51bNq8RTE2bty4pO2PPQ6MPWRhD1nYQxb2kIU9ZGEPWdhDllT3UAsuwFDGGD58uGL7pTfew39/3pqeyQjyy5ZtmHbnw4qxLl26YMCAAUndL3s0jz1kYQ9Z2EMW9pCFPWRhD1nYQ5Z09VADLsBQxhg1ahT0en14OxAIYOqM2WmcUfo5HC5cOv5WeL0+xfjjjz+e9PNI2SMae8jCHrKwhyzsIQt7yMIesrCHLOnsoQZcgKGM0aFDB0yaNEkx9s8PV2Hx+/9Oz4TSbE9NHc4cdiW++maNYvyGG27AoEGDkr5/9lBiD1nYQxb2kIU9ZGEPWdhDFvaQJd091EATCoVC6Z4EUbzsdju6dOmCysrK8Fhurh4fvPEUzji1bxpnllorP1uN8VNmRh0CWVZWhg0bNsBisaRkHuyxF3vIwh6ysIcs7CELe8jCHrKwhyxSemQ6HgFDGcVisWDWrFmKMa/XhwtGT8C/V32VplmlRigUwvqNv+CPl0/CGRdeGfXkV1RUhEWLFqX0yY892EMK9pCFPWRhD1nYQxb2kIU9ZJHYI9PxCBjKOI2Njbj88svxyiuvKMY1Gg2uHTsC990+EYUFtvRMLsHq6u3YtHkr3vtwJd56d3nUlcabdOjQAStWrECXLl1SPEP2aA57pAZ7yMIesrCHLOwhC3vIwh6yZEKPTMYFGMpIgUAAo0aNwttvvx11W0G+FbdMvApjRgxBu7I2aZidUigUgsvlgcvthsPpRl29HVXVNdhTU4d6uxM+XwO8Ph88Xh+cTjfq7A78unU7Nv28BVW7aw76+F27dsXSpUvRqVOn5H8xMbDHPuzRMuzBHqnGHvuwR8uwB3ukGnvswx4tczj0yFRcgKGM5ff7cckll+DNN9+MeZ/+J/bEsCFnoV/vcnQ+oj3KSkuQnZ190McOhULw+wPweL1wu71wOF1wuT1wuT2oqa3HrsrdqLc74XK54fZ44XJ7UFfvgMPpQm2dHXaHE26PFx6vD3X1DrjdnkR+6QD2HvI3c+ZMXH311cjJyUn447cUe7AHe8TGHuzBHrGxB3uwR2zswR7soS5cgKGMFggEMGfOHNxzzz1wu90HvX9OjhZlbUtQWGBDjlYLjUYDf8CPhgb/3hVglxsOpwsejw+NjY0p+AparrS0FKNGjcKMGTOQn5+f7ukosAd7pBt7yMIesrCHLOwhC3vIwh6ySO6RcUJEKvDbb7+FLr744hAA1X1oNJrQUUcdFZo6dWroyy+/DAWDwXR/uw+KPWRhD1nYQxb2kIU9ZGEPWdhDFvagVuARMKQun3/+OZ5++mksWbIEdrs93dNpllarRXFxMYqLi2Gz2WAwGKDX65Gbmwuz2QyTyYR27dqhS5cuOOaYY9C5c2fodLp0T7tV2EMW9pCFPWRhD1nYQxb2kIU9ZGEPagENF2BIlXw+Hz766CMsWbIEn376KbZs2QKP59DOg9RqtcjLy4PZbEZpaSkKCwuRl5eHvLw8GI1GWK1WWCwW2Gy28BObwWCAxWJBmzZtYDabYTabkZubC41Gk6CvNDOwhyzsIQt7yMIesrCHLOwhC3vIwh4UDy7A0GEhFAqhqqoKv/32G7Zv3w6HwwG/349QKASdTgedTge9Xg+TyQSLxQKDwYDc3FwYjUYYDAaYzWbo9fp0fxmqwR6ysIcs7CELe8jCHrKwhyzsIQt7UHO4AENERERERERElGRZ6Z4AEREREREREZHacQGGiIiIiIiIiCjJuABDRERERERERJRkXIAhIiIiIiIiIkoyLsAQERERERERESUZF2CIiIiIiIiIiJKMCzBEREREREREREnGBRgiIiIiIiIioiTjAgwRERERERERUZJxAYaIiIiIiIiIKMm4AENERERERERElGRcgCEiIiIiIiIiSjIuwBARERERERERJRkXYIiIiIiIiIiIkowLMEREREREREREScYFGCIiIiIiIiKiJOMCDBERERERERFRkmnTPQGiVHK5XFi/fj127NiBmpoa1NXVoba2FqeccgrOPffcdE/vsMMesrCHLOwhC3vIwh6ysIcs7CELe9D+uABDqrZu3TosW7YM33zzDX744Qds2rQJoVCo2fvOmzcPJpMJNpsNJpMJRqMRZrMZ+fn5sFqtMJvNyM7OTvFXoC7sIQt7yMIesrCHLOwhC3vIwh6ysAcdiCYU66eBKENVVVXh5ZdfxksvvYS1a9cm7HE1Gg3y8/NhsViQl5cHg8EAnU4HnU4Hk8kEg8GA3Nxc6HQ6ZGdnIytr7xl+jY2NCAQCaGhogN/vh9frhcPhgNvthsvlgsfjCd/m8/kAABaLBSUlJSgpKUG7du3Qvn179O7dGwMGDIDFYknY15QK7CELe8jCHrKwhyzsIQt7yMIesrAHxS1EpBI1NTWh8ePHh3JyckIAVPmRnZ0dOvnkk0N33313qLKyMt3f8gNiD1nYQxb2kIU9ZGEPWdhDFvaQhT2opbgAQ6rwzjvvhNq0aRPXk4hGo0n7E1kiPkwmU2jGjBkhu92e7m9/FPaQhT1kYQ9Z2EMW9pCFPWRhD1nYg1qDpyBRRmtsbMRf/vIXPPHEEzHv0660Dc4fdCpO6Hksji8/FuXHHY1PvvgWy1d+Ca/PB4/HC4fTjeqaWjhdbtTVO+Bye+Dx+GB3ONHY2JjCr6jlSkpKMHfuXIwZMybdU2EPsIc07CELe8jCHrKwhyzsIQt7yCKpR6bhAgxltGnTpmHOnDlR47m5elw89BxcMXoYBg7o0+qLVzU2NsLucMLhcKG23o7qPXVwutxwuT3w+Rrga2iAz9cAp8sNr3fvdkODH8HGIILBvU+c2dlZyM7Khl6vQ3Z2FnL1eljMeTAaDDAac2E05EKny4E2Wwu9PgcAUFNbj+o9ddhVuRs7K3Zj3cafsfq7H+H3B2LOdfr06bjvvvug1abv2trssQ97sEck9tiHPdgjEnvswx7sEYk99mEP9sh0XIChjDV37lxMmTIlanzIOafhyTkz0LF9aRpmlTwulxuffvkdXnvnAyz8xz+bXRkfNmwYXn31VRgMhpTPjz3YI53YQxb2kIU9ZGEPWdhDFvZInWAwiKysLGg0mpj3kd4jE3EBhjLS8uXLce655yre0k2r1eLpR+7AuEuGH/CJRA3Wb/wFt8yci/eWrYy67cILL8TixYtT+j1gD/aQhD1kYQ9Z2EMW9pCFPWRhj+TZVbEbI66YjJ+3bMNJfXqi/4k9cd5Zp6BXedeYnyOtR6biAgxlnEAggO7du2PTpk2K8RcevxdXjBmWnkmlybMvvoUJ0++NOjRw/vz5GD9+fErmwB77sIcs7CELe8jCHrKwhyzsIQt7JNaXq3/AiHFTsHNXlWL8lklXYdYdkw/6+RJ6ZLKsdE+AqKUWLlwY9eR3721/zrgnv0S4ZuwIrFi0AFaLWTE+bdo0bN++PSVzYI992EMW9pCFPWRhD1nYQxb2kIU9EiMUCuGBeQtw6pCxUYsvANC7Z7e4HkdCj0zGI2AoowSDQZSXl2PDhg3hsd69jsPqFa8jK+vwXU9cuvxTnD/yesXY0KFDsXjx4qTulz2axx6ysIcs7CELe8jCHrKwhyzs0Xq1dfUYe8NtzZ4+1GTLDx+iU8d2cT9munpkusz4iSH6nw8//FDx5AcAd98yIWOe/JJl8KBTMXb0UMXYkiVLsH79+qTulz2axx6ysIcs7CELe8jCHrKwhyzs0To/rv8v+pw58oCLLwX5VhzRoaxFj5uuHpkuM35qiP5n2bJliu3y447G4LNPTdNsZHnk3ukoLLApxubPn5/UfbJHbOwhC3vIwh6ysIcs7CELe8jCHvELhUJ44ZVF6DdoDH7deuBTg07ocWyrLqCbjh6ZjgswlFFWrFih2B45/LyMWX1OtoJ8K64dO0IxtnDhQni93qTtkz1iYw9Z2EMW9pCFPWRhD1nYQxb2iI/b7cGVN87AlX+eAY9H+b0pLiqIun/vXvFd/yVSOnpkuiwAfK8oyggVFRVRh/+dPbB/mmYj07VjL1Zs19bW4t13303Kvtjj4NhDFvaQhT1kYQ9Z2EMW9pCFPQ7sp/Wb0W/QGPz9tcVRt/U9oRzffvQGbFZLxHj3Vu8vlT3UIAsAL8JLGeGLL75QbFvMJvTudVyaZiNTp47tcMapfRVj//73v5OyL/Y4OPaQhT1kYQ9Z2EMW9pCFPWRhj9hef/sD9B00Gj9t2Bx12/VXjsQn778Il9uDunq74ra+J5S3ep+p7KEGso+dItrP1q1bFdu9yrtCq9WmZzKCDT7rFMX22rVrk7If9ogPe8jCHrKwhyzsIQt7yMIesrCHUjAYxK0z52L0NdOjTjkymYx4fcFsPDlnBvR6Hb5Y/YPi9rLSErRv1/aQ9p+qHmog76eHKIYdO3Yotju2P7QnCrXqfuzRiu1169YhFAq16sJaB8Ie8WEPWdhDFvaQhT1kYQ9Z2EMW9tgnFArhossn4d2lH0fd1qNbF/zj+YdxzNFHhsciF2BOPrHXIc8hVT3UgEfAUMaIfAIsbVOcppnI1u3YPyi2HQ5H1PcuEdgjPuwhC3vIwh6ysIcs7CELe8jCHvtoNBrYrOao8U4d2+Hr5a8pFl8A4LOvv1dsD+h3/CHPIVU91IALMJQxdu3apdhuV1qSppnI1qFdW+TlGRRjGzduTPh+2CM+7CELe8jCHrKwhyzsIQt7yMIeSjNvvRE6XY5ibOu2HWjX7UzU1tWHx3ZX12DT5i2K+w3o1+uQ95+qHmrABRjKGA6HQ7Gdb7PEuOfhTaPRoFOHdoqxqqqqhO+HPeLDHrKwhyzsIQt7yMIesrCHLOyhdESHMtxw5aio8Zraepw17Gq43R4Eg0F8HnH0i9FoQK/yroe8/1T1UANeA4YyRmNjo2I7Ozs7TTORL/IwxLq6uoTvgz3ixx6ysIcs7CELe8jCHrKwhyzsoXTb1Gvx8WerseanTYrx79duwLz5L+O9ZavgcrsVt/U/sSdycpRHzrRWKnqoARdgKGNEPuEFAsE0zUS+VDwBskf82EMW9pCFPWRhD1nYQxb2kOVw7FFTW4+KymrU1dvh8foQCoWQm6tHh3Zt0b6sDR68cwrOu3h81Ofddu+jzT7ewJP7JGxuXICJDxdgKGNEPgFGrkjTPkaD8hxMj8eT8H2wR/zYQxb2kIU9ZGEPWdhDFvaQRe09gsEgvv5mLf7z/U/4ds16fPXNWmz+5beY98/J0QJo2bsOndr/hEOc5T6p6KEGXIChjKHVKn9cG/z+NM1EPoNBr9hOxhMge8SPPWRhD1nYQxb2kIU9ZGEPWdTaY8tv2/HCK4vxwquLsH1nZdyf5/cHWrSfCVePxsABJ7Z0ejGloocacAGGMobZrDyszW53pmkm8uVE/GPhT8I/FuwRP/aQhT1kYQ9Z2EMW9pCFPWRRW4+lyz/FrHkL8OmX3ybl8TUaDUKhEABg4vhLMff+m6HRtOyImQNJRQ814AIMZQyj0ajY9nh9aZqJfFqt8nDJYDDx56uyR/zYQxb2kIU9ZGEPWdhDFvaQRS09fv51G6bOmI13l34c9+eYTEYYDbnIysqC3eGC233wo02aFl+6Hn0kJt9weUIXX4DU9FADLsBQxjBEnFfo9njTNBP5Ip9Qm55wE4k94scesrCHLOwhC3vIwh6ysIcsmd7D7fZgxv2P47FnXzng6UPHdumMvr3L0feEcpzUpwe6H3s0dLp971z0xervMeC8y+Le78bNW1A+YDieengGxowYkrCFmFT0UAMuwFDGiHwC9Pka0jQT+RK9ot0c9ogfe8jCHrKwhyzsIQt7yMIesmRyj1+3/o7hl03E2nX/bfZ2m9WCSy4egqsuvQjH9zg25uM0NjZi0l8fbPa2vr3Lcc7pJ2PBwrdRUVmtuM3hdOHS8bdg+cov8fQjd0Kv17X+i/mfVPRQAy7AUMaIfI/6AA9rSyv2kIU9ZGEPWdhDFvaQhT1kYQ9ZktHj2x/W4byLr0P1ntqo24qLCjBrxkRc+qf/i2tR5I1Fy/Cf735q9nGWLHwMbdsU4dbJV+NvTy/EA/Oeg92hvIbNi68twS9bfsfihY+isMDW6q+J4peV7gkQxStyVZVvyxdbKg75Y4/4sYcs7CELe8jCHrKwhyzsIUsm9lj1+X9w+oXjohZfdLoc3HTjFdj8zfu46rI/xrX40tDgx+33Pdrsbc/MvRNt2xQBAIxGA26dfA1++W4pLhv5f1H3/eyr73DxuCkIBFr2LkqReMpRfA67BZihQ4dCo9GEP04//fR0T4nilMrD2lZ+thqagu5RH9lFPWDr1B8nnH4xbr7rEVRUVqOu3o523c4M38fWqT927qqKesw1P21ETkmv8P16nfbHpF0dPBhU/uOQnZ0d456txx7xYw/2SCb2ODj2iB97sEcyscfBsUf8Mq3Hb7/vxB/HTobT6VaMH3fMUVjzyduYPfMmWC3mGJ8d7em//wO/bt0eNX7pny7AsCFnRY0XFebjpadm4fUFs5GXpzy16uNPV2PaHQ/Hve/mpKKHGhxWCzAvv/wy3n333XRPg1opcsU5HecZNjY2ot7uwPdrN+ChR5/H8aePgMPhwtOP3BG+T73dgQnT71V8XjAYxFV/uSO8spyTo8Xfn7gv6rDGRIm86ngyngDZI37swR7sERt7sAd7xMYe7MEesWVSD6fTjeGXTcSemjrF+FkDT8JX/3oVXbt0btHj2e1O/OWWWVHjRx7RHk88dPsBP3fkRYPx+dKXUdq2WDE+b/7LWPDSWy2ax/5S0UMNDpsFmJ07d2LixInpngYdgsjD2lL5D9LI4edh9t1TMeOm61B+3NHh8YrKasx96mVccO7pGDt6aHh88fsf4a0l/wpvP/LEi/j2h/Xh7dumXIte5V2TNl9/xCGEyfiHjz3ixx7swR6xsQd7sEds7MEe7BFbpvQIBoMYfc00fL92g2J8yDmn4f3Xn4TZnNfix7z34aebHX/+sZmwWEwH/fye3bti0Ut/U7ybEgDcMO1e/PDjxhbPB0hNDzU4bBZgxo8fj9raWnTs2BHHH398uqdDrRC5Ap2dlbof3/POOgU3/XkcZv71Rnz6wUuKJ6v1m34BAMy7/2aUlZaEx2+8+T7U1tXj51+34c4HnwyP9yrvir9OuSap821oUB7qqdMd+pXNI7FH/NiDPdgjNvZgD/aIjT3Ygz1iy5Qez738Dv754SrF2DFHH4lXnnmwVe8+VFFZjdmPvRA1fv2VI3H6KX3jfpx+fXrgmbl3Kcb8/gCm3TGnxXMCUtNDDQ6LBZi///3v+Oc//wmNRoPnn38eFosl3VOiVog8f1SrTc9hbVaLGaY8Y3i7qNAGYO/bxT0z987weGXVHky+7SFcO/kueDxeAE2HYt6b9BXhQEB5CGAy9sce8WMP9mCP2NiDPdgjNvZgD/aILRN6eDxe3DNnvmKsIN+Kd195rEXXe9nf8MuaP6vjobumtvixxo4eiik3jFWMrVj1Fb74+vsWP1YqeqiB6hdgduzYgcmTJwMArrvuOpx1VvQFiSgzeL1exbYhNzflc7DbnXj06YWoqa0Pj/1p2Hnh/x5yzkBcMXpYePvF15bg409Xh7dvnzoePbsn71DMJqk4BJA94scee7FHarHHPuwRP/bYiz1Siz32YY/4ZUKPJ597Hdt3VirGFs5/AF3+0KlV89mw6Rd89c2aqPGvl78Gk8nYzGcc3D1/vVFxVBMA3PvwMy1+HJ6CFB/VL8Bcc801qKurw5FHHomHHnoo3dOhQ9DQ0KDYjjxnMZnG3Xg7NAXdYe10Eibe+gCAvW/pNvvuqbhw8BmK+869fzralbaJeozjexyb9EMxm/j9yidArVab8H2wR/xa2iMUCsHn88HlcoU/3G43GhoaYr7FH3vEL7JHMi4Sxx7x4/PVPuyRfOwRjT3ixx77sMfBOZ1uPPC35xRjZ57WD+edfUqr53Nc/6FRY2NHD0Xf3uWtfkyj0YBpN45TjC1d8SnWrtvUosdJRQ81UPV35fnnn8fSpUuh0WjwwgsvwGQ6+AWJpAuFQrDb7cjNzYVOp0vLldFbKhQKwev1wm63o6amBjt37kRlZSWqq6tht9vhcrlQV1eHmpoa1NTUwOFwwOfzoaGhAX6/Hw0NDXC73dizZ4/icXNy0vvjO3zImbhu3MiocZvVgmfn3YXzR14fHtPpcvDik/el7ImoIeJwSZfLhU2bNsHhcKCiogLV1dXhF/YOhwNOpxMejwderxcejwdOpxMOhwNutzv80dDQAJ/PB5/PF+6yP/aILbLHggULsGjRIjgcDjgcDni9Xvj9fni9Xvh8vqjzjSPl5OTAYDDAbDbDYrHAZDJhy5YtEfdhj1gie9xyyy244447oNPpoNPpoNVqYTAYYDKZkJeXB4PBgNzcXFitVuTn58NiscBisaCgoABt27aF1WqFyWSCzWZDQUEBTCZT1CHL7BFbZI/ly5cjKysLNpsN7du3R3FxMaxWKwoLC2G1WpHVivPv2SN+kT1ScUg/e8TGHvuwR3ocrj0CgQAqKysP6fXHex+uRPWeWsXY/bdPbPXrt9fe/qDZ8cjruLTGtWNH4L5HnlHM958frkKPbsfE/Rip+P9DDVS7AOP1ejFlyhQAwI033oiBAwemeUaJ0dDQAJvNBmDvVbitVisKCgpgNpthtVrDLxpsNhtsNhssFgsKCwtRUFAQfiGh1+uh1+thMBiQl5cX3s7JyUFWVhaysrIQCoUQDAbDL7T9fj+cTiecTifcbjdcLhc8Hk/4BaTL5UJ9fX34xXxlZSWqqqqwa9cu1NTUhN+OLpF0KfyfeuTw89Cz+zH4YvUP4YtovfLm+9hVWY0VixZEPZEOHnQqOrYvxbbtuwAA/U/sifLjuqRsvnX1dsX2zJkzMXPmzKTukz1ii+yxefNmbN68udWP5/f74ff7YbfbsWPHjmbvwx6xRfYA9j63Ri4qHorIRQL2iC2yx4oVK7BixYpm76vValFWVoaSkhIYjcbwR9MCjcVigV6vR15eHsxmM4xGI/R6PXbu3Kl4HPaILbLHs88+i08++QQmkwn5+fnIz8+H0WiE2WwOL0g2/T6Rm5uLnJwc5ObmwmAwhBc0s7Kywl9nY2MjXC6XYh/sEVtkj0AggKqqqvD3tel7u//3NxgMIhAIIBAIhP+98Pv98Hg8cLlc4d/nPB4P6urqsGGD8p1Z2CO2yB56vR5OpxMajQahUCj8sf/3v+mPivv//lxXVwe73R7+3bnp92ev14vVq1cr9sEesTXXo66uLvzapennvukPiPX19eHvs8fjgd1uR21tLWpra1FXV4fKykrs3LkTFRUVUQsvTVrSY/nHXyi2zx54Evr16dHyLxR7f/cbc830qPEP3ngqIUdJGY0GjLpoMB5/9tXw2KrPv8Ffp1wb92NE9rBarYc8LzVS9QJMff3e8xYfe+wxPPbYY83eb9WqVdBoNBg4cCBWrlyZwhm2zv7nIYZCIdTV1aGuri59E2oBjUYDi8WC0tJSlJWVobCwEDabDXl5eeG/JhcUFMBisYT/Et30YTQacc011+Drr78OP14q/yJw3lmn4IoxwwAA1025G0///U0AwEeffI2F/3gPl428MOpz0nl0Um2d8gkwOzsbJpMJZrMZxcXFKCkpCf9132KxKP7K37SI1/TixWg0hn+Rzs3NDS/WjRo1Cl9++WV4H+wRW2SPiRMn4owzzoDZbIbJZAq/aNl/MVSn0yE7Ozv8Qr6xsRGBQCB8BNL+C6BOpxPTpk3Dxo373jaQPWKL7PHcc8/h7LPPDi/CNB2N5HQ6w78se71e1NbWhn9Zrq+vR3V1NSorK2G32+F0OlFbWwu7fe9jRx7FxB6xRfYYPHgwCgsLsWfPHmzfvj38i7HT6UQgEMC2bduwbdu2Q9one8QW2WPDhg1RL9ATjT1ii+wxffp0TJ8e/SIskdgjtsgeEyZMwIQJE5K6T/aILdk9tFotNBqN4qikeHuEQiEs++hzxdgF57b+gIDLr/9rs+ODB53a6seMNPDkPooFmM++/h4+X0Pc79QU2aOgoCBhc1MT1S7AqJXFYoHP54PH44HH40FNTU14Fd1ut4dflDW9EKivr8eePXtQW1sbfiHRtArc9JcQn893wCNUsrOzkZOTA5PJBJPJBKPRGH7BbjabYTabwy/km06HKC4uRtu2bVFSUoKSkpLwi/zWHDreJPKQzP2vzJ5KD9w5Ga+/swz1dgcAYObs+RgzYkhSriPRWi63R7G9dOlSDBo0KKH78Pl8im32iC2yx5AhQxLe484771Rss0dskT06dOiAjh07JuSxg8Eg3G43+vfvj3Xr1oXH2SO2yB6TJ09u9v8Pn8+HqqoqbN++HTU1NeFrI7nd7vCCWNMprE2nV7rdbvh8Pvz444+KP2CwR2yRPW6++WYceeSRcDgcqKmpQX19PdxuN+x2O/bs2RM+ksLlcilOp/R4PDGvWRWJPWKL7KHVauM+qlij0SAnJyf80XSkUtPvcwaDAVarFStXrkR1dXX489gjtsgeB5OVlRX+40rT789GoxEWiyV8pLrFYgn/Lp2bm4vHH38cv//+e/gx2CO2A/XIyspS/PEwNzc3/L1u+oOj2WxGQUEBbDYb8vPzUVRUhPbt24dfwxQWFqJv37747rvvwo8bb48f1/8Xuyp2K8bOO6t11375fu0GvP7O0qjxio0rW/V4sZx+yonho7kAwO324Otv1+K0k/vE9fmRPfLy8hI6P7VQ7QKMTqfDH//4x2ZvW7VqVfgfmqKiIgwcOBDdunVL5fRaTaPRhI8KsVqtaNu2bUIet7GxEX6/H8HgvrcPa1p4OZRFk0SqrVWeQ5lvS8/bidusFky4ehTuf+RZAMDPv27DG4uWYcyIIWmZT3Pq6h2K7WQcAsge8WOPw6dHdnY2zGYz3G63Ypw9You3h16vR4cOHdChQ4cW76Nz586K6ySxR2yRPS666CL07du3xY/TdBpGMBhEY2Nj+Bd6jUaDbt26YevWreH7skdskT0+//xz9OnTB4FAIPx9bfoA9r7ozM7ODp+iFI/OnTsrFmDYI7bIHqtWrULv3r3D202ng7W0wf7mz1e+ZTF7xNZcj379+iX09Utrf79a+dl/FNsd25e26p2PGhr86DdodNT44LNPRZuSohY/3oEUFeajR7cuWPPTvovvrvlpU9wLMKn4fVcNZLyyTgKj0Yi33nqr2Y/9F1u6deuGt956C3fffXcaZ5t+TSv0+59Tr9frxSy+AIDDofyf2mJO30WVJ113GYxGQ3j7/keejfsvfcm293xj5bUsLJbE/+PNHvFhD/YA2CMW9lBvj6ajL3Jzc8N/+W/667/T6VTugz2aFavH/n/ZNxgMiu9v0ynDLfn9jf9/xKe5HiUlJeHvfdPPd2sa7I894hOrR6Jfv7S2x+5q5cLNicd3b9XpWnc9+ETUuwsBwEtP3d/ix4pH507tFduRFxGOJVX/nquBnFfXRAfQ2Ngo5i/8AFBcVICrL70ovL1u489Y9M/mLxqZak6XO2os0YcAskf82IM9APaIhT3YA2CPWNiDPQD2iEV6j+N7dMUVo4dh6Pln4rST+6BHt5ZfnHj1tz9i1twFUeO3Tr4aRYX5LX68ePTr3QNDzjkNoy4ajGsuH4HeveI7SyQVPdRCE5KyjEl0ADU1NSgsLFSM/f7jCrRvl5hTsNTk51+34eg+5yvGXC4XjMbEnUPMHvFjD1nYQxb2kIU9ZGEPWdhDFrX3CAQC6HPmSMXpQE3qt34FiyV9R0Y1JxU91IJHwFBGaO6dnqwWc+onkgG8Xl/UmMFgaOaercce8WMPWdhDFvaQhT1kYQ9Z2EMWtfeY99TLzS6+PHTXFHGLL0BqeqgFF2AoI+x/cTgA0Ot1MJm4otocb8S7E+n1+oS/RSB7xI89ZGEPWdhDFvaQhT1kYQ9Z1Nzjt9934s4Hn4waz8sz4PorRyV9/62Rih5qwQUYyggul0uxbcoz8n/qGDwRK9DJWH1mj/ixhyzsIQt7yMIesrCHLOwhi1p7hEIh3HDTPXA38xbbN024QuyCXCp6qAUXYCgjRF4Ay2ziRZ1isTuU7y5hNif+UEn2iB97yMIesrCHLOwhC3vIwh6yqLXHm4s/xAfLP40at1rMmHT9ZUnff2uloodacAGGMsLOnTsV22Vti9M0E/nq7conQJvNlvB9sEf82EMW9pCFPWRhD1nYQxb2kEWNPex2Jybd9mCzt90y6SrYrHLf1jkVPdSCCzCUEaqqqhTbxUUFaZqJfJEr0Ml4Czj2iB97yMIesrCHLOwhC3vIwh6yqLHHHbMex66K3VHjZaUlmDj+0qTu+1CloodacAGGMkLkCnT7sjZpmol8u6uVh0sWFyd+tZ494scesrCHLOwhC3vIwh6ysIcsauux5qeNeHzBa83edtuUa2Ew5CZt34mQih5qwQUYygg1NTWK7QKbNU0zkc/hVF4wzGpN/PeKPeLHHrKwhyzsIQt7yMIesrCHLGrqEQqFcOP0+xEMBqNu69CuLa669KKk7DeRUtFDLbgAQxmhoqJCsd22TVGaZiKfK+Kq6SaTKeH7YI/4sYcs7CELe8jCHrKwhyzsIYuaerz61vv47Kvvmr3tjmnXQa/XJWW/iZSKHmrBBRjKCNXV1Yrt4sL8NM1EvsgnQKMx8W9Xxx7xYw9Z2EMW9pCFPWRhD1nYQxa19HA63Zh+1yPN3lZ+3NEYd8nwhO8zGVLRQy24AEMZYdeuXYpt/kUgtsiLYFksib9iOnvEjz1kYQ9Z2EMW9pCFPWRhD1nU0mPWvGexc1dVs7fNve9mZGdnJ3yfyZCKHmrBBRgSLxgMwulU/k/Nc2Jji3wbuEQ/AbJHy7CHLOwhC3vIwh6ysIcs7CGLGnr8uvV3PPzEi83eNvT8M3HWwJMSur9kSnYPNeECDGWkrCxNuqcg1p6aOsV2QUHy38KQPWJjD1nYQxb2kIU9ZGEPWdhDFjX0yLdZMHTwGc3eNvvuqQndV7Klo0em4gIMief3+6PGcnJy0jCTzLB7j/Jt4AoLCxP6+OzRMuwhC3vIwh6ysIcs7CELe8iihh75Nitef24OykpLFOOTrrsMRx91REL3lWzJ7qEmXIAh8bRaLbKylD+qkecZ0l67KnZHnUfasWPHhO6DPeLHHrKwhyzsIQt7yMIesrCHLGrqodFoMPqiweHtfJsFM6Zdl/D9JFMqeqgJF2BIPK1Wi7KyMsXYjhgXqzrcRb6FndlsRrdu3RK6D/aIH3vIwh6ysIcs7CELe8jCHrKorUe3rn8I//ed069HQX5mXfsnFT3UhAswlBGKipRXHY88z5D2WrNuk2K7f//+Sbl6OnvEhz1kYQ9Z2EMW9pCFPWRhD1nU1qNpAeYPnTvi+itHJWUfyZSqHiqh4QIMZYQ2bdootiuqqtM0E9m+W7NBsd2zZ8+k7Ic94sMesrCHLOwhC3vIwh6ysIcsautx3DFHAdh74V2dLvOu+5OqHmrBBRjKCG3btlVsr/lpU4x7Hr52VezGvz7+QjHWo0ePpOyLPQ6OPWRhD1nYQxb2kIU9ZGEPWdTYw2QyYuzooRh6/plJefxkSmUPlQhxAYYyQr9+/RTb7//rE/h8DWmajUwvvr4EwWAwvG00GnHBBRckZV/scXDsIQt7yMIesrCHLOwhC3vIotYejz94GzSazHvb8VT2UAsuwFBGGDZsmOJJyeF04aNPvk7jjGRpbGzE319bohgbNWoUbDZbUvbHHgfGHrKwhyzsIQt7yMIesrCHLGruYTIZk/K4yZTqHmrBBRjKCKWlpTjppJMUY2+9+680zUaeJ597HZs2b1GMjRs3Lmn7Y48DYw9Z2EMW9pCFPWRhD1nYQxb2kCXVPdSCCzCUMYYPH67YfumN9/Dfn7emZzKC/LJlG6bd+bBirEuXLhgwYEBS98sezWMPWdhDFvaQhT1kYQ9Z2EMW9pAlXT3UgAswlDFGjRoFvV4f3g4EApg6Y3YaZ5R+DocLl46/FV6vTzH++OOPJ/08UvaIxh6ysIcs7CELe8jCHrKwhyzsIUs6e6gBF2AoY3To0AGTJk1SjP3zw1VY/P6/0zOhNNtTU4czh12Jr75Zoxi/4YYbMGjQoKTvnz2U2EMW9pCFPWRhD1nYQxb2kIU9ZEl3DzXQhEKhULonQRQvu92OLl26oLKyMjyWm6vHB288hTNO7ZvGmaXWys9WY/yUmVGHQJaVlWHDhg2wWCwpmQd77MUesrCHLOwhC3vIwh6ysIcs7CGLlB6ZjkfAUEaxWCyYNWuWYszr9eGC0RPw71VfpWlWqREKhbB+4y/44+WTcMaFV0Y9+RUVFWHRokUpffJjD/aQgj1kYQ9Z2EMW9pCFPWRhD1kk9sh0PAKGMk5jYyMuv/xyvPLKK4pxjUaDa8eOwH23T0RhgS09k0uwuno7Nm3eivc+XIm33l0edaXxJh06dMCKFSvQpUuXFM+QPZrDHqnBHrKwhyzsIQt7yMIesrCHLJnQI5NxAYYyUiAQwKhRo/D2229H3VaQb8UtE6/CmBFD0K6sTRpmpxQKheByeeByu+FwulFXb0dVdQ321NSh3u6Ez9cAr88Hj9cHp9ONOrsDv27djk0/b0HV7pqDPn7Xrl2xdOlSdOrUKflfTAzssQ97tAx7sEeqscc+7NEy7MEeqcYe+7BHyxwOPTIVF2AoY/n9flxyySV48803Y96n/4k9MWzIWejXuxydj2iPstISZGdnH/SxQ6EQ/P4APF4v3G4vHE4XXG4PXG4PamrrsatyN+rtTrhcbrg9XrjcHtTVO+BwulBbZ4fd4YTb44XH60NdvQNutyeRXzqAvYf8zZw5E1dffTVycnIS/vgtxR7swR6xsQd7sEds7MEe7BEbe7AHe6gLF2AoowUCAcyZMwf33HMP3G73Qe+fk6NFWdsSFBbYkKPVQqPRwB/wo6HBv3cF2OWGw+mCx+NDY2NjCr6ClistLcWoUaMwY8YM5Ofnp3s6CuzBHunGHrKwhyzsIQt7yMIesrCHLJJ7ZJwQkQr89ttvoYsvvjgEQHUfGo0mdNRRR4WmTp0a+vLLL0PBYDDd3+6DYg9Z2EMW9pCFPWRhD1nYQxb2kIU9qDV4BAypyueff46nn34aS5Ysgd1uT/d0mqXValFcXIzi4mLYbDYYDAbo9Xrk5ubCbDbDZDKhXbt26NKlC4455hh07twZOp0u3dNuFfaQhT1kYQ9Z2EMW9pCFPWRhD1nYg1qCCzCkSj6fDx999BGWLFmCTz/9FFu2bIHHc2jnQWq1WuTl5cFsNqO0tBSFhYXIy8tDXl4ejEYjrFYrLBYLbDZb+InNYDDAYrGgTZs2MJvNMJvNyM3NhUajSdBXmhnYQxb2kIU9ZGEPWdhDFvaQhT1kYQ+KBxdg6LAQCoVQVVWF3377Ddu3b4fD4YDf70coFIJOp4NOp4Ner4fJZILFYoHBYEBubi6MRiMMBgPMZjP0en26vwzVYA9Z2EMW9pCFPWRhD1nYQxb2kIU9qDlcgCEiIiIiIiIiSrKsdE+AiIiIiIiIiEjtuABDRERERERERJRkXIAhIiIiIiIiIkoyLsAQERERERERESUZF2CIiIiIiIiIiJKMCzBEREREREREREnGBRgiIiIiIiIioiTjAgwRERERERERUZJxAYaIiIiIiIiIKMm4AENERERERERElGRcgCEiIiIiIiIiSjIuwBARERERERERJRkXYIiIiIiIiIiIkowLMEREREREREREScYFGCIiIiIiIiKiJOMCDBERERERERFRknEBhoiIiIiIiIgoybQANABC6Z4IUSq4XC6sX78eO3bsQE1NDerq6lBbW4tTTjkF5557brqnd9hhD1nYQxb2kIU9ZGEPWdhDFvaQhT1of9p0T4AomdatW4dly5bhm2++wQ8//IBNmzYhFGp+vXHevHkwmUyw2WwwmUwwGo0wm83Iz8+H1WqF2WxGdnZ2ir8CdWEPWdhDFvaQhT1kYQ9Z2EMW9pCFPehANP/7YeARMKQaVVVVePnll/HSSy9h7dq1CXtcjUaD/Px8WCwW5OXlwWAwQKfTQafTwWQywWAwIDc3FzqdDtnZ2cjK2nuGX2NjIwKBABoaGuD3++H1euFwOOB2u+FyueDxeMK3+Xw+AIDFYkFJSQlKSkrQrl07tG/fHr1798aAAQNgsVgS9jWlAnvIwh6ysIcs7CELe8jCHrKwhyzsQXELEalETU1NaPz48aGcnJwQ9i4qqu4jOzs7dPLJJ4fuvvvuUGVlZbq/5QfEHrKwhyzsIQt7yMIesrCHLOwhC3tQS3EBhlThnXfeCbVp0yauJxGNRpP2J7JEfJhMptCMGTNCdrs93d/+KOwhC3vIwh6ysIcs7CELe8jCHrKwB7WGJhSKcUIaUQZobGzEX/7yFzzxxBMx79OutA3OH3QqTuh5LI4vPxblxx2NT774FstXfgmvzwePxwuH043qmlo4XW7U1Tvgcnvg8fhgdzjR2NiYwq+o5UpKSjB37lyMGTMm3VNhD7CHNOwhC3vIwh6ysIcs7CELe8giqUem4QIMZbRp06Zhzpw5UeO5uXpcPPQcXDF6GAYO6NPqi1c1NjbC7nDC4XChtt6O6j11cLrccLk98Pka4GtogM/XAKfLDa9373ZDgx/BxiCCwb1PnNnZWcjOyoZer0N2dhZy9XpYzHkwGgwwGnNhNORCp8uBNlsLvT4HAFBTW4/qPXXYVbkbOyt2Y93Gn7H6ux/h9wdiznX69Om47777oNWm79ra7LEPe7BHJPbYhz3YIxJ77MMe7BGJPfZhD/bIdFyAoYw1d+5cTJkyJWp8yDmn4ck5M9CxfWkaZpU8Lpcbn375HV575wMs/Mc/m10ZHzZsGF599VUYDIaUz4892COd2EMW9pCFPWRhD1nYQxb2SJ1gMIisrCxoNJqY95HeIxNxAYYy0vLly3Huuecq3tJNq9Xi6UfuwLhLhh/wiUQN1m/8BbfMnIv3lq2Muu3CCy/E4sWLU/o9YA/2kIQ9ZGEPWdhDFvaQhT1kYY/k2VWxGyOumIyft2zDSX16ov+JPXHeWaegV3nXmJ8jrUem4gIMZZxAIIDu3btj06ZNivEXHr8XV4wZlp5JpcmzL76FCdPvjTo0cP78+Rg/fnxK5sAe+7CHLOwhC3vIwh6ysIcs7CELeyTWl6t/wIhxU7BzV5Vi/JZJV2HWHZMP+vkSemSyrHRPgKilFi5cGPXkd+9tf864J79EuGbsCKxYtABWi1kxPm3aNGzfvj0lc2CPfdhDFvaQhT1kYQ9Z2EMW9pCFPRIjFArhgXkLcOqQsVGLLwDQu2e3uB5HQo9MxiNgKKMEg0GUl5djw4YN4bHevY7D6hWvIyvr8F1PXLr8U5w/8nrF2NChQ7F48eKk7pc9mscesrCHLOwhC3vIwh6ysIcs7NF6tXX1GHvDbc2ePtRkyw8folPHdnE/Zrp6ZLrM+Ikh+p8PP/xQ8eQHAHffMiFjnvySZfCgUzF29FDF2JIlS7B+/fqk7pc9mscesrCHLOwhC3vIwh6ysIcs7NE6P67/L/qcOfKAiy8F+VYc0aGsRY+brh6ZLjN+aoj+Z9myZYrt8uOOxuCzT03TbGR55N7pKCywKcbmz5+f1H2yR2zsIQt7yMIesrCHLOwhC3vIwh7xC4VCeOGVReg3aAx+3XrgU4NO6HFsqy6gm44emY4LMJRRVqxYodgeOfy8jFl9TraCfCuuHTtCMbZw4UJ4vd6k7ZM9YmMPWdhDFvaQhT1kYQ9Z2EMW9oiP2+3BlTfOwJV/ngGPR/m9KS4qiLp/717xXf8lUjp6ZDrZPzlE+6moqIg6/O/sgf3TNBuZrh17sWK7trYW7777blL2xR4Hxx6ysIcs7CELe8jCHrKwhyzscWA/rd+MfoPG4O+vLY66re8J5fj2ozdgs1oixru3en+p7KEGXIChjPHFF18oti1mE3r3Oi5Ns5GpU8d2OOPUvoqxf//730nZF3scHHvIwh6ysIcs7CELe8jCHrKwR2yvv/0B+g4ajZ82bI667forR+KT91+Ey+1BXb1dcVvfE8pbvc9U9lADLsBQxti6datiu1d5V2i12vRMRrDBZ52i2F67dm1S9sMe8WEPWdhDFvaQhT1kYQ9Z2EMW9lAKBoO4deZcjL5metQpRyaTEa8vmI0n58yAXq/DF6t/UNxeVlqC9u3aHtL+U9VDDeT99BDFsGPHDsV2x/aH9kShVt2PPVqxvW7dOoRCoVZdWOtA2CM+7CELe8jCHrKwhyzsIQt7yMIe+4RCIVx0+SS8u/TjqNt6dOuCfzz/MI45+sjwWOQCzMkn9jrkOaSqhxrwCBjKGJFPgKVtitM0E9m6HfsHxbbD4Yj63iUCe8SHPWRhD1nYQxb2kIU9ZGEPWdhjH41GA5vVHDXeqWM7fL38NcXiCwB89vX3iu0B/Y4/5DmkqocacAGGMsauXbsU2+1KS9I0E9k6tGuLvDyDYmzjxo0J3w97xIc9ZGEPWdhDFvaQhT1kYQ9Z2ENp5q03QqfLUYxt3bYD7bqdidq6+vDY7uoabNq8RXG/Af16HfL+U9VDDbgAQxnD4XAotvNtlhj3PLxpNBp06tBOMVZVVZXw/bBHfNhDFvaQhT1kYQ9Z2EMW9pCFPZSO6FCGG64cFTVeU1uPs4ZdDbfbg2AwiM8jjn4xGg3oVd71kPefqh5qwGvAUMZobGxUbGdnZ6dpJvJFHoZYV1eX8H2wR/zYQxb2kIU9ZGEPWdhDFvaQhT2Ubpt6LT7+bDXW/LRJMf792g2YN/9lvLdsFVxut+K2/if2RE6O8siZ1kpFDzXgAgxljMgnvEAgmKaZyJeKJ0D2iB97yMIesrCHLOwhC3vIwh6yHI49amrrUVFZjbp6OzxeH0KhEHJz9ejQri3al7XBg3dOwXkXj4/6vNvufbTZxxt4cp+EzY0LMPHhAgxljMgnwMgVadrHaFCeg+nxeBK+D/aIH3vIwh6ysIcs7CELe8jCHrKovUcwGMTX36zFf77/Cd+uWY+vvlmLzb/8FvP+OTlaAC1716FT+59wiLPcJxU91IALMJQxtFrlj2uD35+mmchnMOgV28l4AmSP+LGHLOwhC3vIwh6ysIcs7CGLWnts+W07XnhlMV54dRG276yM+/P8/kCL9jPh6tEYOODElk4vplT0UAMuwFDGMJuVh7XZ7c40zUS+nIh/LPxJ+MeCPeLHHrKwhyzsIQt7yMIesrCHLGrrsXT5p5g1bwE+/fLbpDy+RqNBKBQCAEwcfynm3n8zNJqWHTFzIKnooQZcgKGMYTQaFdsery9NM5FPq1UeLhkMJv58VfaIH3vIwh6ysIcs7CELe8jCHrKopcfPv27D1Bmz8e7Sj+P+HJPJCKMhF1lZWbA7XHC7D360SdPiS9ejj8TkGy5P6OILkJoeasAFGMoYhojzCt0eb5pmIl/kE2rTE24isUf82EMW9pCFPWRhD1nYQxb2kCXTe7jdHsy4/3E89uwrBzx96NgundG3dzn6nlCOk/r0QPdjj4ZOt++di75Y/T0GnHdZ3PvduHkLygcMx1MPz8CYEUMSthCTih5qwAUYyhiRT4A+X0OaZiJfole0m8Me8WMPWdhDFvaQhT1kYQ9Z2EOWTO7x69bfMfyyiVi77r/N3m6zWnDJxUNw1aUX4fgex8Z8nMbGRkz664PN3ta3dznOOf1kLFj4NioqqxW3OZwuXDr+Fixf+SWefuRO6PW61n8x/5OKHmrABRjKGJHvUR/gYW1pxR6ysIcs7CELe8jCHrKwhyzsIUsyenz7wzqcd/F1qN5TG3VbcVEBZs2YiEv/9H9xLYq8sWgZ/vPdT80+zpKFj6FtmyLcOvlq/O3phXhg3nOwO5TXsHnxtSX4ZcvvWLzwURQW2Fr9NVH8stI9AaJ4Ra6q8m35YkvFIX/sET/2kIU9ZGEPWdhDFvaQhT1kycQeqz7/D06/cFzU4otOl4ObbrwCm795H1dd9se4Fl8aGvy4/b5Hm73tmbl3om2bIgCA0WjArZOvwS/fLcVlI/8v6r6fffUdLh43BYFAy95FKRJPOYqP6hdgOnXqBI1Gc8CPzz77LN3TpDik8rC2lZ+thqage9RHdlEP2Dr1xwmnX4yb73oEFZXVqKu3o123M8P3sXXqj527qqIec81PG5FT0it8v16n/TFpVwcPBpX/OGRnZ8e4Z+uxR/zYgz2SiT0Ojj3ixx7skUzscXDsEb9M6/Hb7zvxx7GT4XS6FePHHXMU1nzyNmbPvAlWiznGZ0d7+u//wK9bt0eNX/qnCzBsyFlR40WF+XjpqVl4fcFs5OUpT636+NPVmHbHw3Hvuzmp6KEGql+AIfWIXHFOx3mGjY2NqLc78P3aDXjo0edx/Okj4HC48PQjd4TvU293YML0exWfFwwGcdVf7givLOfkaPH3J+6LOqwxUSKvOp6MJ0D2iB97sAd7xMYe7MEesbEHe7BHbJnUw+l0Y/hlE7Gnpk4xftbAk/DVv15F1y6dW/R4drsTf7llVtT4kUe0xxMP3X7Azx150WB8vvRllLYtVozPm/8yFrz0Vovmsb9U9FCDw2oBZvbs2c1+HHnkkemeGsUh8rC2VP6DNHL4eZh991TMuOk6lB93dHi8orIac596GRecezrGjh4aHl/8/kd4a8m/wtuPPPEivv1hfXj7tinXold516TN1x9xCGEy/uFjj/ixB3uwR2zswR7sERt7sAd7xJYpPYLBIEZfMw3fr92gGB9yzml4//UnYTbntfgx73346WbHn39sJiwW00E/v2f3rlj00t8U76YEADdMuxc//LixxfMBUtNDDQ6ri/DedNNN6Z4CHYLIFejsrNStH5531im4YswwAMDUG8eipMtpaGjYezjl+k2/AADm3X8zlq/8Mnw45o0334ezBvbDnpp63Pngk+HH6lXeFX+dck1S59s0tyY63aFf2TwSe8SPPdiDPWJjD/Zgj9jYgz3YI7ZM6fHcy+/gnx+uUowdc/SReOWZB1v17kMVldWY/dgLUePXXzkSp5/SN+7H6denB56ZexeumHBbeMzvD2DaHXOwfNGCFs8rFT3U4LA6Auaoo46CTqeDxWJB37598cADD8Dtdh/8E0mEyPNHtdr0HNZmtZhhyjOGt4sKbQD2vl3cM3PvDI9XVu3B5NsewrWT74LH4wXQdCjmvUlfEQ4ElIcAJmN/7BE/9mAP9oiNPdiDPWJjD/Zgj9gyoYfH48U9c+YrxgryrXj3lcdadL2X/Q2/bGKz4w/dNbXFjzV29FBMuWGsYmzFqq/wxdfft/ixUtFDDQ6rBZhff/0Vfr8fDocD//nPf3DrrbfixBNPxO7du9M9NYqD1+tVbBtyc1M+B7vdiUefXoia2vrw2J+GnRf+7yHnDMQVo4eFt198bQk+/nR1ePv2qePRs3vyDsVskopDANkjfuyxF3ukFnvswx7xY4+92CO12GMf9ohfJvR48rnXsX1npWJs4fwH0OUPnVo1nw2bfsFX36yJGv96+WswmYzNfMbB3fPXG1FWWqIYu/fhZ1r8ODwFKT6HxQLMH/7wB1x55ZW4++67MXHiRJSVlYVvW79+PW644YY0zo7i1dDQoNiOPGcxmcbdeDs0Bd1h7XQSJt76AIC9b+k2++6puHDwGYr7zr1/OtqVtol6jON7HJv0QzGb+P3KJ0CtNvFnG7JH/FraIxQKwefzweVyhT/cbjcaGhpivsUfe8QvskcyLhLHHvHj89U+7JF87BGNPeLHHvuwx8E5nW488LfnFGNnntYP5519Sqvnc1z/oVFjY0cPRd/e5a1+TKPRgGk3jlOMLV3xKdau29Six0lFDzVQ/Xdl2bJl6NpVuQJ7zz334MQTT8SmTXt/qBYtWoT6+npYrdZ0TLFFQqEQ7HY7cnNzodPp0nJl9JYKhULwer2w2+2oqanBzp07UVlZierqatjtdrhcLtTV1aGmpgY1NTVwOBzw+XxoaGiA3+9HQ0MD3G439uzZo3jcnJz0/vgOH3Imrhs3MmrcZrXg2Xl34fyR14fHdLocvPjkfSl7ImqIOFzS5XJh06ZNcDgcqKioQHV1dfiFvcPhgNPphMfjgdfrhcfjgdPphMPhgNvtDn80NDTA5/PB5/OFu+yPPWKL7LFgwQIsWrQIDocDDocDXq8Xfr8fXq8XPp8v6nzjSDk5OTAYDDCbzbBYLDCZTNiyZUvEfdgjlsget9xyC+644w7odDrodDpotVoYDAaYTCbk5eXBYDAgNzcXVqsV+fn5sFgssFgsKCgoQNu2bWG1WmEymWCz2VBQUACTyRR1yDJ7xBbZY/ny5cjKyoLNZkP79u1RXFwMq9WKwsJCWK1WZLXi/Hv2iF9kj1Qc0s8esbHHPuyRHodrj0AggMrKykN6/fHehytRvadWMXb/7RNb/frttbc/aHb8mbl3terx9nft2BG475FnFPP954er0KPbMXE/Rir+/1AD1S/ARC6+AIDZbMa4ceNwyy23ANh7Zer//ve/OPHEE1M9vRZraGiAzWYDsPcq3FarFQUFBTCbzbBareEXDTabDTabDRaLBYWFhSgoKAi/kNDr9dDr9TAYDMjLywtv5+TkICsrC1lZWQiFQggGg+EX2n6/H06nE06nE263Gy6XCx6PJ/wC0uVyob6+PvxivrKyElVVVdi1axdqamrCb0eXSLoU/k89cvh56Nn9GHyx+ofwRbReefN97KqsxopFC6KeSAcPOhUd25di2/ZdAID+J/ZE+XFdUjbfunq7YnvmzJmYOXNmUvfJHrFF9ti8eTM2b97c6sfz+/3w+/2w2+3YsWNHs/dhj9giewB7n1sjFxUPReQiAXvEFtljxYoVWLFiRbP31Wq1KCsrQ0lJCYxGY/ijaYHGYrFAr9cjLy8PZrMZRqMRer0eO3fuVDwOe8QW2ePZZ5/FJ598ApPJhPz8fOTn58NoNMJsNocXJJt+n8jNzUVOTg5yc3NhMBjCC5pZWVnhr7OxsREul0uxD/aILbJHIBBAVVVV+Pva9L3d//sbDAYRCAQQCATC/174/X54PB64XK7w73Mejwd1dXXYsEH5zizsEVtkD71eD6fTCY1Gg1AoFP7Y//vf9EfF/X9/rqurg91uD//u3PT7s9frxerVqxX7YI/YmutRV1cXfu3S9HPf9AfE+vr68PfZ4/HAbrejtrYWtbW1qKurQ2VlJXbu3ImKioqohZcmLemx/OMvFNtnDzwJ/fr0aPkXir2/+425ZnrU+AdvPJWQo6SMRgNGXTQYjz/7anhs1eff4K9Tro37MSJ7ZMLBDemg+gWYeGXCkSSA8jzEUCiEuro61NXVpW9CLaDRaGCxWFBaWoqysjIUFhbCZrMhLy8v/NfkgoICWCyW8F+imz6MRiOuueYafP311+HHS+VfBPa/Kvx1U+7G039/EwDw0SdfY+E/3sNlIy+M+px0/kzV1imfALOzs2EymWA2m1FcXIySkpLwX/ctFovir/xNi3hNL16MRmP4F+nc3NzwYt2oUaPw5ZdfhvfBHrFF9pg4cSLOOOMMmM1mmEym8IuW/RdDdTodsrOzwy/kGxsbEQgEwkcg7b8A6nQ6MW3aNGzcuO9tA9kjtsgezz33HM4+++zwIkzT0UhOpzP8y7LX60VtbW34l+X6+npUV1ejsrISdrsdTqcTtbW1sNv3PnbkUUzsEVtkj8GDB6OwsBB79uzB9u3bw78YO51OBAIBbNu2Ddu2bTukfbJHbJE9NmzYEPUCPdHYI7bIHtOnT8f06dEvwhKJPWKL7DFhwgRMmDAhqftkj9iS3UOr1UKj0SiOSoq3RygUwrKPPleMXXDuwFbP5fLr/9rs+OBBp7b6MSMNPLmPYgHms6+/h8/XEPc7NUX2KCgoSNjc1ETVCzDvvPMOPB4PRo4cqTgUzuFw4IUX9r11l06nwzHHxH94VTpZLBb4fD54PB54PB7U1NSEV9Htdnv4RVnTC4H6+nrs2bMHtbW14RcSTavATX8J8fl8BzxCJTs7Gzk5OTCZTDCZTDAajeEX7GazGWazOfxCvul0iOLiYrRt2xYlJSUoKSkJv8hvzaHjTSIPydz/yuyp9MCdk/H6O8tQb3cAAGbOno8xI4Yk5ToSreVyexTbS5cuxaBBgxK6D5/Pp9hmj9giewwZMiThPe68807FNnvEFtmjQ4cO6NixY0IeOxgMwu12o3///li3bl14nD1ii+wxefLkZv//8Pl8qKqqwvbt21FTUxO+NpLb7Q4viDWdwtp0eqXb7YbP58OPP/6o+AMGe8QW2ePmm2/GkUceCYfDgZqaGtTX18PtdsNut2PPnj3hIylcLpfidEqPxxPzmlWR2CO2yB5arTbuo4o1Gg1ycnLCH01HKjX9PmcwGGC1WrFy5UpUV1eHP489YovscTBZWVnhP640/f5sNBphsVjCR6pbLJbw79K5ubl4/PHH8fvvv4cfgz1iO1CPrKwsxR8Pc3Nzw9/rpj84ms1mFBQUwGazIT8/H0VFRWjfvn34NUxhYSH69u2L7777Lvy48fb4cf1/satC+UYv553Vumu/fL92A15/Z2nUeMXGla16vFhOP+XE8NFcAOB2e/D1t2tx2sl94vr8yB55eXkJnZ9aqHoBZtu2bZg8eTKmTZuGwYMHo3Pnzqiursabb76pOGz/0ksvhdncurcBSzWNRhM+KsRqtaJt27YJedzGxkb4/X4Eg/vePqxp4eVQFk0SqbZWeQ5lvs2SlnnYrBZMuHoU7n/kWQDAz79uwxuLlmHMiCFpmU9z6uodiu1kHALIHvFjj8OnR3Z2NsxmM9xut2KcPWKLt4der0eHDh3QoUOHFu+jc+fOiusksUdskT0uuugi9O3bt8WP03QaRjAYRGNjY/gXeo1Gg27dumHr1q3h+7JHbJE9Pv/8c/Tp0weBQCD8fW36APa+6MzOzg6fohSPpt+Pm7BHbJE9Vq1ahd69e4e3m04Ha2mD/c2fr3zLYvaIrbke/fr1S+jrl9b+frXys/8otju2L23VOx81NPjRb9DoqPHBZ5+KNiVFLX68AykqzEePbl2w5qd9F99d89OmuBdgUvH7rhrIeGWdZLt27cLzzz+P22+/HfPmzVMsvpx22mn429/+lsbZydC0Qr//OfV6vV7M4guw98il/VnMpjTNBJh03WUwGg3h7fsfeTbuv/Ql297zjZXXsrBYEv+PN3vEhz3YA2CPWNhDvT2ajr7Izc0N/+W/6a//TqdTuQ/2aFasHvv/Zd9gMCi+v02nDLfk9zf+/xGf5nqUlJSEv/dNP9+tabA/9ohPrB6Jfv3S2h67q5ULNyce371Vp2vd9eATUe8uBAAvPXV/ix8rHp07tVdsR15EOJZU/XuuBnJeXSfBFVdcgZdffhkjR47Esccei4KCAmi1WhQXF2PQoEF44YUX8NFHH8FkSt8TG8WnsbFRzF/4AaC4qABXX3pReHvdxp+x6J/NXzQy1Zwud9RYog8BZI/4sQd7AOwRC3uwB8AesbAHewDsEYv0Hsf36IorRg/D0PPPxGkn90GPbi2/OPHqb3/ErLkLosZvnXw1igrzW/x48ejXuweGnHMaRl00GNdcPgK9e3WL6/NS0UMtNCEpy5hEB1BTU4PCwkLF2O8/rkD7dok5BUtNfv51G47uc75izOVywWhM3DnE7BE/9pCFPWRhD1nYQxb2kIU9ZFF7j0AggD5njlScDtSkfutXsFhkHUCQih5qoeojYEg9mnunJ6slM67bk2pery9qzGAwNHPP1mOP+LGHLOwhC3vIwh6ysIcs7CGL2nvMe+rlZhdfHrprirjFFyA1PdSCCzCUEfa/OBwA6PU6mExcUW2ON+LdifR6fcLfIpA94scesrCHLOwhC3vIwh6ysIcsau7x2+87ceeDT0aN5+UZcP2Vo5K+/9ZIRQ+14AIMZQSXy6XYNuUZ+T91DJ6IFehkrD6zR/zYQxb2kIU9ZGEPWdhDFvaQRa09QqEQbrjpHribeYvtmyZcIXZBLhU91IILMJQRIi+AZTbxok6x2B3Kd5dIxluss0f82EMW9pCFPWRhD1nYQxb2kEWtPd5c/CE+WP5p1LjVYsak6y9L+v5bKxU91IILMJQRdu7cqdgua1ucppnIV29XPgHabLaE74M94scesrCHLOwhC3vIwh6ysIcsauxhtzsx6bYHm73tlklXwWaV+7bOqeihFlyAoYxQVVWl2C4uKkjTTOSLXIFOxlvAsUf82EMW9pCFPWRhD1nYQxb2kEWNPe6Y9Th2VeyOGi8rLcHE8Zcmdd+HKhU91IILMJQRIleg25e1SdNM5NtdrTxcsrg48av17BE/9pCFPWRhD1nYQxb2kIU9ZFFbjzU/bcTjC15r9rbbplwLgyE3aftOhFT0UAkNF2AoI9TU1Ci2C2zWNM1EPodTecEwqzXx3yv2iB97yMIesrCHLOwhC3vIwh6yqKlHKBTCjdPvRzAYjLqtQ7u2uOrSi5Ky30RKRQ+14AIMZYSKigrFdts2RWmaiXyuiKumm0ymhO+DPeLHHrKwhyzsIQt7yMIesrCHLGrq8epb7+Ozr75r9rY7pl0HvV6XlP0mUip6qESICzCUEaqrqxXbxYX5aZqJfJFPgEZj4t+ujj3ixx6ysIcs7CELe8jCHrKwhyxq6eF0ujH9rkeava38uKMx7pLhCd9nMqSih1pwAYYywq5duxTb/ItAbJEXwbJYEn/FdPaIH3vIwh6ysIcs7CELe8jCHrKopcesec9i566qZm+be9/NyM7OTvg+kyEVPdSCCzAkXjAYhNOp/J+a58TGFvk2cIl+AmSPlmEPWdhDFvaQhT1kYQ9Z2EMWNfT4devvePiJF5u9bej5Z+KsgScldH/JlOweasIFGMpIWVmadE9BrD01dYrtgoLkv4Uhe8TGHrKwhyzsIQt7yMIesrCHLGrokW+zYOjgM5q9bfbdUxO6r2RLR49MxQUYEs/v90eN5eTkpGEmmWH3HuXbwBUWFib08dmjZdhDFvaQhT1kYQ9Z2EMW9pBFDT3ybVa8/twclJWWKMYnXXcZjj7qiITuK9mS3UNNuABD4mm1WmRlKX9UI88zpL12VeyOOo+0Y8eOCd0He8SPPWRhD1nYQxb2kIU9ZGEPWdTUQ6PRYPRFg8Pb+TYLZky7LuH7SaZU9FATLsCQeFqtFmVlZYqxHTEuVnW4i3wLO7PZjG7duiV0H+wRP/aQhT1kYQ9Z2EMW9pCFPWRRW49uXf8Q/u87p1+PgvzMuvZPKnqoCRdgKCMUFSmvOh55niHttWbdJsV2//79k3L1dPaID3vIwh6ysIcs7CELe8jCHrKorUfTAswfOnfE9VeOSso+kilVPdSCCzCUEdq0aaPYrqiqTtNMZPtuzQbFds+ePZOyH/aID3vIwh6ysIcs7CELe8jCHrKorcdxxxwFYO+Fd3W6zLvuT6p6qAUXYCgjtG3bVrG95qdNMe55+NpVsRv/+vgLxViPHj2Ssi/2ODj2kIU9ZGEPWdhDFvaQhT1kUWMPk8mIsaOHYuj5Zybl8ZMplT3UggswlBH69eun2H7/X5/A52tI02xkevH1JQgGg+Fto9GICy64ICn7Yo+DYw9Z2EMW9pCFPWRhD1nYQxa19nj8wdug0WTe246nsodacAGGMsKwYcMUT0oOpwsfffJ1GmckS2NjI/7+2hLF2KhRo2Cz2ZKyP/Y4MPaQhT1kYQ9Z2EMW9pCFPWRRcw+TyZiUx02mVPdQCy7AUEYoLS3FSSedpBh7691/pWk28jz53OvYtHmLYmzcuHFJ2x97HBh7yMIesrCHLOwhC3vIwh6ysIcsqe6hFlyAoYwxfPhwxfZLb7yH//68NT2TEeSXLdsw7c6HFWNdunTBgAEDkrpf9mgee8jCHrKwhyzsIQt7yMIesrCHLOnqoQZcgKGMMWrUKOj1+vB2IBDA1Bmz0zij9HM4XLh0/K3wen2K8ccffzzp55GyRzT2kIU9ZGEPWdhDFvaQhT1kYQ9Z0tlDDbgAQxmjQ4cOmDRpkmLsnx+uwuL3/52eCaXZnpo6nDnsSnz1zRrF+A033IBBgwYlff/socQesrCHLOwhC3vIwh6ysIcs7CFLunuogSYUCoXSPQmieNntdnTp0gWVlZXhsdxcPT544ymccWrfNM4stVZ+thrjp8yMOgSyrKwMGzZsgMViSck82GMv9pCFPWRhD1nYQxb2kIU9ZGEPWaT0yHQ8AoYyisViwaxZsxRjXq8PF4yegH+v+ipNs0qNUCiE9Rt/wR8vn4QzLrwy6smvqKgIixYtSumTH3uwhxTsIQt7yMIesrCHLOwhC3vIIrFHpuMRMJRxGhsbcfnll+OVV15RjGs0Glw7dgTuu30iCgts6ZlcgtXV27Fp81a89+FKvPXu8qgrjTfp0KEDVqxYgS5duqR4huzRHPZIDfaQhT1kYQ9Z2EMW9pCFPWTJhB6ZjAswlJECgQBGjRqFt99+O+q2gnwrbpl4FcaMGIJ2ZW3SMDulUCgEl8sDl9sNh9ONuno7qqprsKemDvV2J3y+Bnh9Pni8PjidbtTZHfh163Zs+nkLqnbXHPTxu3btiqVLl6JTp07J/2JiYI992KNl2IM9Uo099mGPlmEP9kg19tiHPVrmcOiRqbgAQxnL7/fjkksuwZtvvhnzPv1P7IlhQ85Cv97l6HxEe5SVliA7O/ugjx0KheD3B+DxeuF2e+FwuuBye+Bye1BTW49dlbtRb3fC5XLD7fHC5fagrt4Bh9OF2jo77A4n3B4vPF4f6uodcLs9ifzSAew95G/mzJm4+uqrkZOTk/DHbyn2YA/2iI092IM9YmMP9mCP2NiDPdhDXbgAQxktEAhgzpw5uOeee+B2uw96/5wcLcralqCwwIYcrRYajQb+gB8NDf69K8AuNxxOFzweHxobG1PwFbRcaWkpRo0ahRkzZiA/Pz/d01FgD/ZIN/aQhT1kYQ9Z2EMW9pCFPWSR3CPjhIhU4LfffgtdfPHFIQCq+9BoNKGjjjoqNHXq1NCXX34ZCgaD6f52HxR7yMIesrCHLOwhC3vIwh6ysIcs7EGtwSNgSFU+//xzPP3001iyZAnsdnu6p9MsrVaL4uJiFBcXw2azwWAwQK/XIzc3F2azGSaTCe3atUOXLl1wzDHHoHPnztDpdOmedquwhyzsIQt7yMIesrCHLOwhC3vIwh7UElyAIVXy+Xz46KOPsGTJEnz66afYsmULPJ5DOw9Sq9UiLy8PZrMZpaWlKCwsRF5eHvLy8mA0GmG1WmGxWGCz2cJPbAaDARaLBW3atIHZbIbZbEZubi40Gk2CvtLMwB6ysIcs7CELe8jCHrKwhyzsIQt7UDy4AEOHhVAohKqqKvz222/Yvn07HA4H/H4/QqEQdDoddDod9Ho9TCYTLBYLDAYDcnNzYTQaYTAYYDabodfr0/1lqAZ7yMIesrCHLOwhC3vIwh6ysIcs7EHN4QIMEREREREREVGSZaV7AkREREREREREascFGCIiIiIiIiKiJOMCDBERERERERFRknEBhoiIiIiIiIgoybgAQ0RERERERESUZFyAISIiIiIiIiJKMi7AEBERERERERElGRdgiIiIiIiIiIiSjAswRERERERERERJxgUYIiIiIiIiIqIkywKgSfckiIiIiIiIiIjUjEfAEBERERERERElWRaAULonQURERERERESkZjwChoiIiIiIiIgoybgAQ0RERERERESUZFyAISIiIiIiIiJKMi7AEBERERERERElmTbdEyBKJZfLhfXr12PHjh2oqalBXV0damtrccopp+Dcc89N9/QOO+whC3vIwh6ysIcs7CELe8jCHrKwB+2PCzCkauvWrcOyZcvwzTff4IcffsCmTZsQCjX/xl/z5s2DyWSCzWaDyWSC0WiE2WxGfn4+rFYrzGYzsrOzU/wVqAt7yMIesrCHLOwhC3vIwh6ysIcs7EEHognF+mkgylBVVVV4+eWX8dJLL2Ht2rUJe1yNRoP8/HxYLBbk5eXBYDBAp9NBp9PBZDLBYDAgNzcXOp0O2dnZyMrae4ZfY2MjAoEAGhoa4Pf74fV64XA44Ha74XK54PF4wrf5fD4AgMViQUlJCUpKStCuXTu0b98evXv3xoABA2CxWBL2NaUCe8jCHrKwhyzsIQt7yMIesrCHLOxBcQsRqURNTU1o/PjxoZycnBAAVX5kZ2eHTj755NDdd98dqqysTPe3/IDYQxb2kIU9ZGEPWdhDFvaQhT1kYQ9qKS7AkCq88847oTZt2sT1JKLRaNL+RJaID5PJFJoxY0bIbren+9sfhT1kYQ9Z2EMW9pCFPWRhD1nYQxb2oNbgKUiU0RobG/GXv/wFTzzxRMz7tCttg/MHnYoTeh6L48uPRflxR+OTL77F8pVfwuvzwePxwuF0o7qmFk6XG3X1DrjcHng8PtgdTjQ2NqbwK2q5kpISzJ07F2PGjEn3VNgD7CENe8jCHrKwhyzsIQt7yMIeskjqkWm4AEMZbdq0aZgzZ07UeG6uHhcPPQdXjB6GgQP6tPriVY2NjbA7nHA4XKitt6N6Tx2cLjdcbg98vgb4Ghrg8zXA6XLD69273dDgR7AxiGBw7xNndnYWsrOyodfrkJ2dhVy9HhZzHowGA4zGXBgNudDpcqDN1kKvzwEA1NTWo3pPHXZV7sbOit1Yt/FnrP7uR/j9gZhznT59Ou677z5otem7tjZ77MMe7BGJPfZhD/aIxB77sAd7RGKPfdiDPTIdF2AoY82dOxdTpkyJGh9yzml4cs4MdGxfmoZZJY/L5canX36H1975AAv/8c9mV8aHDRuGV199FQaDIeXzYw/2SCf2kIU9ZGEPWdhDFvaQhT1SJxgMIisrCxqNJuZ9pPfIRFyAoYy0fPlynHvuuYq3dNNqtXj6kTsw7pLhB3wiUYP1G3/BLTPn4r1lK6Nuu/DCC7F48eKUfg/Ygz0kYQ9Z2EMW9pCFPWRhD1nYI3l2VezGiCsm4+ct23BSn57of2JPnHfWKehV3jXm50jrkam4AEMZJxAIoHv37ti0aZNi/IXH78UVY4alZ1Jp8uyLb2HC9HujDg2cP38+xo8fn5I5sMc+7CELe8jCHrKwhyzsIQt7yMIeifXl6h8wYtwU7NxVpRi/ZdJVmHXH5IN+voQemSwr3RMgaqmFCxdGPfnde9ufM+7JLxGuGTsCKxYtgNViVoxPmzYN27dvT8kc2GMf9pCFPWRhD1nYQxb2kIU9ZGGPxAiFQnhg3gKcOmRs1OILAPTu2S2ux5HQI5PxCBjKKMFgEOXl5diwYUN4rHev47B6xevIyjp81xOXLv8U54+8XjE2dOhQLF68OKn7ZY/msYcs7CELe8jCHrKwhyzsIQt7tF5tXT3G3nBbs6cPNdnyw4fo1LFd3I+Zrh6ZLjN+Yoj+58MPP1Q8+QHA3bdMyJgnv2QZPOhUjB09VDG2ZMkSrF+/Pqn7ZY/msYcs7CELe8jCHrKwhyzsIQt7tM6P6/+LPmeOPODiS0G+FUd0KGvR46arR6bLjJ8aov9ZtmyZYrv8uKMx+OxT0zQbWR65dzoKC2yKsfnz5yd1n+wRG3vIwh6ysIcs7CELe8jCHrKwR/xCoRBeeGUR+g0ag1+3HvjUoBN6HNuqC+imo0em4wIMZZQVK1YotkcOPy9jVp+TrSDfimvHjlCMLVy4EF6vN2n7ZI/Y2EMW9pCFPWRhD1nYQxb2kIU94uN2e3DljTNw5Z9nwONRfm+Kiwqi7t+7V3zXf4mUjh6ZTvZPDtF+Kioqog7/O3tg/zTNRqZrx16s2K6trcW7776blH2xx8GxhyzsIQt7yMIesrCHLOwhC3sc2E/rN6PfoDH4+2uLo27re0I5vv3oDdislojx7q3eXyp7qAEXYChjfPHFF4pti9mE3r2OS9NsZOrUsR3OOLWvYuzf//53UvbFHgfHHrKwhyzsIQt7yMIesrCHLOwR2+tvf4C+g0bjpw2bo267/sqR+OT9F+Fye1BXb1fc1veE8lbvM5U91IALMJQxtm7dqtjuVd4VWq02PZMRbPBZpyi2165dm5T9sEd82EMW9pCFPWRhD1nYQxb2kIU9lILBIG6dORejr5kedcqRyWTE6wtm48k5M6DX6/DF6h8Ut5eVlqB9u7aHtP9U9VADeT89RDHs2LFDsd2x/aE9UahV92OPVmyvW7cOoVCoVRfWOhD2iA97yMIesrCHLOwhC3vIwh6ysMc+oVAIF10+Ce8u/Tjqth7duuAfzz+MY44+MjwWuQBz8om9DnkOqeqhBjwChjJG5BNgaZviNM1Etm7H/kGx7XA4or53icAe8WEPWdhDFvaQhT1kYQ9Z2EMW9thHo9HAZjVHjXfq2A5fJ3kyegAAn5pJREFUL39NsfgCAJ99/b1ie0C/4w95DqnqoQZcgKGMsWvXLsV2u9KSNM1Etg7t2iIvz6AY27hxY8L3wx7xYQ9Z2EMW9pCFPWRhD1nYQxb2UJp5643Q6XIUY1u37UC7bmeitq4+PLa7ugabNm9R3G9Av16HvP9U9VADLsBQxnA4HIrtfJslxj0PbxqNBp06tFOMVVVVJXw/7BEf9pCFPWRhD1nYQxb2kIU9ZGEPpSM6lOGGK0dFjdfU1uOsYVfD7fYgGAzi84ijX4xGA3qVdz3k/aeqhxrwGjCUMRobGxXb2dnZaZqJfJGHIdbV1SV8H+wRP/aQhT1kYQ9Z2EMW9pCFPWRhD6Xbpl6Ljz9bjTU/bVKMf792A+bNfxnvLVsFl9utuK3/iT2Rk6M8cqa1UtFDDbgAQxkj8gkvEAimaSbypeIJkD3ixx6ysIcs7CELe8jCHrKwhyyHY4+a2npUVFajrt4Oj9eHUCiE3Fw9OrRri/ZlbfDgnVNw3sXjoz7vtnsfbfbxBp7cJ2Fz4wJMfLgAQxkj8gkwckWa9jEalOdgejyehO+DPeLHHrKwhyzsIQt7yMIesrCHLGrvEQwG8fU3a/Gf73/Ct2vW46tv1mLzL7/FvH9OjhZAy9516NT+JxziLPdJRQ814AIMZQytVvnj2uD3p2km8hkMesV2Mp4A2SN+7CELe8jCHrKwhyzsIQt7yKLWHlt+244XXlmMF15dhO07K+P+PL8/0KL9TLh6NAYOOLGl04spFT3UgAswlDHMZuVhbXa7M00zkS8n4h8LfxL+sWCP+LGHLOwhC3vIwh6ysIcs7CGL2nosXf4pZs1bgE+//DYpj6/RaBAKhQAAE8dfirn33wyNpmVHzBxIKnqoARdgKGMYjUbFtsfrS9NM5NNqlYdLBoOJP1+VPeLHHrKwhyzsIQt7yMIesrCHLGrp8fOv2zB1xmy8u/TjuD/HZDLCaMhFVlYW7A4X3O6DH23StPjS9egjMfmGyxO6+AKkpocacAGGMoYh4rxCt8ebppnIF/mE2vSEm0jsET/2kIU9ZGEPWdhDFvaQhT1kyfQebrcHM+5/HI89+8oBTx86tktn9O1djr4nlOOkPj3Q/dijodPte+eiL1Z/jwHnXRb3fjdu3oLyAcPx1MMzMGbEkIQtxKSihxpwAYYyRuQToM/XkKaZyJfoFe3msEf82EMW9pCFPWRhD1nYQxb2kCWTe/y69XcMv2wi1q77b7O326wWXHLxEFx16UU4vsexMR+nsbERk/76YLO39e1djnNOPxkLFr6NispqxW0OpwuXjr8Fy1d+iacfuRN6va71X8z/pKKHGnABhjJG5HvUB3hYW1qxhyzsIQt7yMIesrCHLOwhC3vIkowe3/6wDuddfB2q99RG3VZcVIBZMybi0j/9X1yLIm8sWob/fPdTs4+zZOFjaNumCLdOvhp/e3ohHpj3HOwO5TVsXnxtCX7Z8jsWL3wUhQW2Vn9NFL+sdE+AKF6Rq6p8W77YUnHIH3vEjz1kYQ9Z2EMW9pCFPWRhD1kysceqz/+D0y8cF7X4otPl4KYbr8Dmb97HVZf9Ma7Fl4YGP26/79Fmb3tm7p1o26YIAGA0GnDr5Gvwy3dLcdnI/4u672dffYeLx01BINCyd1GKxFOO4nNYLMB8//33uPLKK3HUUUfBYDDAYrHgD3/4A0aNGoV//etf6Z4exSmVh7Wt/Gw1NAXdoz6yi3rA1qk/Tjj9Ytx81yOoqKxGXb0d7bqdGb6PrVN/7NxVFfWYa37aiJySXuH79Trtj0m7OngwqPzHITs7O8Y9W4894sce7JFM7HFw7BE/9mCPZGKPg2OP+GVaj99+34k/jp0Mp9OtGD/umKOw5pO3MXvmTbBazDE+O9rTf/8Hft26PWr80j9dgGFDzooaLyrMx0tPzcLrC2YjL095atXHn67GtDsejnvfzUlFDzVQ/QLM3Xffjd69e+OFF17Ar7/+Cq/XC4fDgV9++QVvvPEG/vGPf6R7ihSnyBXndJxn2NjYiHq7A9+v3YCHHn0ex58+Ag6HC08/ckf4PvV2ByZMv1fxecFgEFf95Y7wynJOjhZ/f+K+qMMaEyXyquPJeAJkj/ixB3uwR2zswR7sERt7sAd7xJZJPZxON4ZfNhF7auoU42cNPAlf/etVdO3SuUWPZ7c78ZdbZkWNH3lEezzx0O0H/NyRFw3G50tfRmnbYsX4vPkvY8FLb7VoHvtLRQ81UPUCzFNPPYW77rorfDhU//79MXXqVNx3332YOnUqzj//fBQVFaV5lhSvyMPaUvkP0sjh52H23VMx46brUH7c0eHxispqzH3qZVxw7ukYO3poeHzx+x/hrSX7jq565IkX8e0P68Pbt025Fr3KuyZtvv6IQwiT8Q8fe8SPPdiDPWJjD/Zgj9jYgz3YI7ZM6REMBjH6mmn4fu0GxfiQc07D+68/CbM5r8WPee/DTzc7/vxjM2GxmA76+T27d8Wil/6meDclALhh2r344ceNLZ4PkJoeaqDai/Da7Xbccsst4e358+dj/PjxaZwRHarIFejsrNStH5531im4YswwAMDUG8eipMtpaGjYezjl+k2/AADm3X8zlq/8Mnw45o0334ezBvbDnpp63Pngk+HH6lXeFX+dck1S59s0tyY63aFf2TwSe8SPPdiDPWJjD/Zgj9jYgz3YI7ZM6fHcy+/gnx+uUowdc/SReOWZB1v17kMVldWY/dgLUePXXzkSp5/SN+7H6denB56ZexeumHBbeMzvD2DaHXOwfNGCFs8rFT3UQLVHwLz99tuw2+0AgPbt22PHjh0oLy+H0WhEUVERhg0bhq+//jrNs6SWiDx/VKtNz2FtVosZpjxjeLuo0AZg79vFPTP3zvB4ZdUeTL7tIVw7+S54PF4ATYdi3pv0FeFAQHkIYDL2xx7xYw/2YI/Y2IM92CM29mAP9ogtE3p4PF7cM2e+Yqwg34p3X3msRdd72d/wyyY2O/7QXVNb/FhjRw/FlBvGKsZWrPoKX3z9fYsfKxU91EC1CzBffPFF+L+3b9+Oe+65Bz/99BM8Hg/27NmDJUuW4JRTTuE1YDKI1+tVbBtyc1M+B7vdiUefXoia2vrw2J+GnRf+7yHnDMQVo4eFt198bQk+/nR1ePv2qePRs3vyDsVskopDANkjfuyxF3ukFnvswx7xY4+92CO12GMf9ohfJvR48rnXsX1npWJs4fwH0OUPnVo1nw2bfsFX36yJGv96+WswmYzNfMbB3fPXG1FWWqIYu/fhZ1r8ODwFKT6qXYDZtWuXYluv1+PGG2/EtGnTYLVaAQCBQABXX3019uzZk44pUgs1NDQotiPPWUymcTfeDk1Bd1g7nYSJtz4AYO9bus2+eyouHHyG4r5z75+OdqVtoh7j+B7HJv1QzCZ+v/IJUKtN/NmG7BG/lvYIhULw+XxwuVzhD7fbjYaGhphv8cce8YvskYyLxLFH/Ph8tQ97JB97RGOP+LHHPuxxcE6nGw/87TnF2Jmn9cN5Z5/S6vkc139o1NjY0UPRt3d5qx/TaDRg2o3jFGNLV3yKtes2tehxUtFDDVT7XYn8n2X27Nn485//DAA49dRTceGFFwIAHA4H3n33XYwbNy7qMSQKhUKw2+3Izc2FTqdLy5XRWyoUCsHr9cJut6OmpgY7d+5EZWUlqqurYbfb4XK5UFdXh5qaGtTU1MDhcMDn86GhoQF+vx8NDQ1wu91RC2U5Oen98R0+5ExcN25k1LjNasGz8+7C+SOvD4/pdDl48cn7UvZE1BBxuKTL5cKmTZvgcDhQUVGB6urq8At7h8MBp9MJj8cDr9cLj8cDp9MJh8MBt9sd/mhoaIDP54PP5wt32R97xBbZY8GCBVi0aBEcDgccDge8Xi/8fj+8Xi98Pl/U+caRcnJyYDAYYDabYbFYYDKZsGXLloj7sEcskT1uueUW3HHHHdDpdNDpdNBqtTAYDDCZTMjLy4PBYEBubi6sVivy8/NhsVhgsVhQUFCAtm3bwmq1wmQywWazoaCgACaTKeqQZfaILbLH8uXLkZWVBZvNhvbt26O4uBhWqxWFhYWwWq3IasX59+wRv8geqTiknz1iY4992CM9DtcegUAAlZWVh/T6470PV6J6T61i7P7bJ7b69dtrb3/Q7Pgzc+9q1ePt79qxI3DfI88o5vvPD1ehR7dj4n6MVPz/oQaqXYCx2WyK7dNPP73Z/waAX375JfkTSpCGhobw16bRaGC1WlFQUACz2Qyr1Rp+0WCz2WCz2WCxWFBYWIiCgoLwCwm9Xg+9Xg+DwYC8vLzwdk5ODrKyspCVlYVQKIRgMBh+oe33++F0OuF0OuF2u+FyueDxeMIvIF0uF+rr68Mv5isrK1FVVYVdu3ahpqYm/HZ0iaRL4f/UI4efh57dj8EXq38IX0TrlTffx67KaqxYtCDqiXTwoFPRsX0ptm3feyRW/xN7ovy4Limbb129XbE9c+ZMzJw5M6n7ZI/YInts3rwZmzdvbvXj+f1++P1+2O127Nixo9n7sEdskT2Avc+tkYuKhyJykYA9YovssWLFCqxYsaLZ+2q1WpSVlaGkpARGozH80bRAY7FYoNfrkZeXB7PZDKPRCL1ej507dyoehz1ii+zx7LPP4pNPPoHJZEJ+fj7y8/NhNBphNpvDC5JNv0/k5uYiJycHubm5MBgM4QXNrKys8NfZ2NgIl8ul2Ad7xBbZIxAIoKqqKvx9bfre7v/9DQaDCAQCCAQC4X8v/H4/PB4PXC5X+Pc5j8eDuro6bNigfGcW9ogtsoder4fT6YRGo0EoFAp/7P/9b/qj4v6/P9fV1cFut4d/d276/dnr9WL16tWKfbBHbM31qKurC792afq5b/oDYn19ffj77PF4YLfbUVtbi9raWtTV1aGyshI7d+5ERUVFzDMkWtJj+cdfKLbPHngS+vXp0fIvFHt/9xtzzfSo8Q/eeCohR0kZjQaMumgwHn/21fDYqs+/wV+nXBv3Y0T2aDrrhJRUuwDTvXt3vPnmm83eFnkIf24azq1srf3PQwyFQqirq0NdXV36JtQCGo0GFosFpaWlKCsrQ2FhIWw2G/Ly8sJ/TS4oKIDFYgn/Jbrpw2g04pprrlFcODmVfxHY/6rw1025G0//fe/P1keffI2F/3gPl428MOpz0nl0Um2d8gkwOzsbJpMJZrMZxcXFKCkpCf9132KxKP7K37SI1/TixWg0hn+Rzs3NDS/WjRo1Cl9++WV4H+wRW2SPiRMn4owzzoDZbIbJZAq/aNl/MVSn0yE7Ozv8Qr6xsRGBQCB8BNL+C6BOpxPTpk3Dxo373jaQPWKL7PHcc8/h7LPPDi/CNB2N5HQ6w78se71e1NbWhn9Zrq+vR3V1NSorK2G32+F0OlFbWxu++HvkUUzsEVtkj8GDB6OwsBB79uzB9u3bw78YO51OBAIBbNu2Ddu2bTukfbJHbJE9NmzYEPUCPdHYI7bIHtOnT8f06dEvwhKJPWKL7DFhwgRMmDAhqftkj9iS3UOr1UKj0SiOSoq3RygUwrKPPleMXXDuwFbP5fLr/9rs+OBBp7b6MSMNPLmPYgHms6+/h8/XEPc7NUX2KCgoSNjc1ES1CzBDhgzBnXfuu0L3qlWrUF6+99y4Tz75RHHfPn36pHRuh8JiscDn88Hj8cDj8aCmpia8im6328MvyppeCNTX12PPnj2ora0Nv5BoWgVu+kuIz+c74BEq2dnZyMnJgclkgslkgtFoDL9gN5vNMJvN4RfyTadDFBcXo23btigpKUFJSUn4RX5rDh1vEnlI5v5XZk+lB+6cjNffWYZ6uwMAMHP2fIwZMSQp15FoLZfbo9heunQpBg0alNB9+Hw+xTZ7xBbZY8iQIQnvsf/zHcAeBxLZo0OHDujYsWNCHjsYDMLtdqN///5Yt25deJw9YovsMXny5Gb///D5fKiqqsL27dtRU1MTvjaS2+0OL4g1ncLadHql2+2Gz+fDjz/+qPgDBnvEFtnj5ptvxpFHHgmHw4GamhrU19fD7XbDbrdjz5494SMpXC6X4nRKj8cT85pVkdgjtsgeWq027qOKNRoNcnJywh9NRyo1/T5nMBhgtVqxcuVKVFdXhz+PPWKL7HEwWVlZ4T+uNP3+bDQaYbFYwkeqWyyW8O/Subm5ePzxx/H777+HH4M9YjtQj6ysLMUfD3Nzc8Pf66Y/OJrNZhQUFMBmsyE/Px9FRUVo3759+DVMYWEh+vbti++++y78uPH2+HH9f7GrYrdi7LyzWnftl+/XbsDr7yyNGq/YuLJVjxfL6aecGD6aCwDcbg++/nYtTjs5vtfKkT3y8vISOj+1UO0CTO/evXHuuefiww8/BABMmzYNmzdvRm5uLp599tnw/bp27ZrwF0LJpNFowkeFWK1WtG3bNiGP29jYCL/fj2Bw39uHNS28HMqiSSLV1irPocy3WdIyD5vVgglXj8L9j+z9Ofr51214Y9EyjBkxJC3zaU5dvUOxnYxDANkjfuxx+PTIzs6G2WyG2+1WjLNHbPH20Ov16NChAzp06NDifXTu3FlxnST2iC2yx0UXXYS+ffu2+HGaTsMIBoNobGwM/0Kv0WjQrVs3bN26NXxf9ogtssfnn3+OPn36IBAIhL+vTR/A3hed2dnZ4VOU4tG5c2fFAgx7xBbZY9WqVejdu3d4u+l0sJY22N/8+cq3LGaP2Jrr0a9fv4S+fmnt71crP/uPYrtj+9JWvfNRQ4Mf/QaNjhoffPapaFNS1OLHO5Ciwnz06NYFa37ad/HdNT9tinsBJhW/76qBjFfWSfLCCy/g2GOPBbD31J1HH30UDz30UPh/pLZt2+Ktt94StZKbLk0r9PufU6/X68UsvgB7L5i8P4vZlKaZAJOuuwxGoyG8ff8jz8b9l75k23u+sfJaFhZL4v/xZo/4sAd7AOwRC3uot0fT0Re5ubnhv/w3/fXf6XQq98EezYrVY/+/7BsMBsX3t+mU4Zb8/sb/P+LTXI+SkpLw977p57s1DfbHHvGJ1SPRr19a22N3tXLh5sTju7fqdK27Hnwi6t2FAOClp+5v8WPFo3On9ortyIsIx5Kqf8/VQM6r6yQoLS3F6tWrcc8996Bnz57hQ/u6du2KadOmYc2aNejWrVu6p0lxaGxsFPMXfgAoLirA1ZdeFN5et/FnLPpn8xeNTDWnyx01luhDANkjfuzBHgB7xMIe7AGwRyzswR4Ae8QivcfxPbriitHDMPT8M3HayX3Qo1vLL068+tsfMWvugqjxWydfjaLC/BY/Xjz69e6BIeechlEXDcY1l49A717xvVZORQ+10ISkLGMSHUBNTQ0KCwsVY7//uALt2yXmFCw1+fnXbTi6z/mKMZfLBaMxcecQs0f82EMW9pCFPWRhD1nYQxb2kEXtPQKBAPqcOVJxOlCT+q1fwWJJ35FRzUlFD7VQ9REwpB7NvdOT1WJO/UQygNfrixozGAzN3LP12CN+7CELe8jCHrKwhyzsIQt7yKL2HvOeernZxZeH7poibvEFSE0PteACDGWE/S8OBwB6vQ4mE1dUm+ONeHcivV6f8LcIZI/4sYcs7CELe8jCHrKwhyzsIYuae/z2+07c+eCTUeN5eQZcf+WopO+/NVLRQyU0XIChjOByuRTbpjwj/6eOwROxAp2M1Wf2iB97yMIesrCHLOwhC3vIwh6yqLVHKBTCDTfdA3czb7F904QrxC7IpaKHWnABhjJC5AWwzCZe1CkWu0P57hJmc+IPlWSP+LGHLOwhC3vIwh6ysIcs7CGLWnu8ufhDfLD806hxq8WMSddflvT9t1YqeqhEiAswlBF27typ2C5rW5ymmchXb1c+AdpstoTvgz3ixx6ysIcs7CELe8jCHrKwhyxq7GG3OzHptgebve2WSVfBZpX7ts6p6KEWXIChjFBVVaXYLi4qSNNM5ItcgU7GW8CxR/zYQxb2kIU9ZGEPWdhDFvaQRY097pj1OHZV7I4aLystwcTxlyZ134cqFT3UggswlBEiV6Dbl7VJ00zk212tPFyyuDjxq/XsET/2kIU9ZGEPWdhDFvaQhT1kUVuPNT9txOMLXmv2ttumXAuDITdp+06EVPRQCy7AUEaoqalRbBfYrGmaiXwOp/KCYVZr4r9X7BE/9pCFPWRhD1nYQxb2kIU9ZFFTj1AohBun349gMBh1W4d2bXHVpRclZb+JlIoeasEFGMoIFRUViu22bYrSNBP5XBFXTTeZTAnfB3vEjz1kYQ9Z2EMW9pCFPWRhD1nU1OPVt97HZ1991+xtd0y7Dnq9Lin7TaRU9FALLsBQRqiurlZsFxfmp2km8kU+ARqNiX+7OvaIH3vIwh6ysIcs7CELe8jCHrKopYfT6cb0ux5p9rby447GuEuGJ3yfyZCKHmrBBRjKCLt27VJs8y8CsUVeBMtiSfwV09kjfuwhC3vIwh6ysIcs7CELe8iilh6z5j2Lnbuqmr1t7n03Izs7O+H7TIZU9FALLsCQeMFgEE6n8n9qnhMbW+TbwCX6CZA9WoY9ZGEPWdhDFvaQhT1kYQ9Z1NDj162/4+EnXmz2tqHnn4mzBp6U0P0lU7J7qAkXYCgjZWVp0j0FsfbU1Cm2CwqS/xaG7BEbe8jCHrKwhyzsIQt7yMIesqihR77NgqGDz2j2ttl3T03ovpItHT0yFRdgSDy/3x81lpOTk4aZZIbde5RvA1dYWJjQx2ePlmEPWdhDFvaQhT1kYQ9Z2EMWNfTIt1nx+nNzUFZaohifdN1lOPqoIxK6r2RLdg814QIMiafVapGVpfxRjTzPkPbaVbE76jzSjh07JnQf7BE/9pCFPWRhD1nYQxb2kIU9ZFFTD41Gg9EXDQ5v59ssmDHtuoTvJ5lS0UNNuABD4mm1WpSVlSnGdsS4WNXhLvIt7MxmM7p165bQfbBH/NhDFvaQhT1kYQ9Z2EMW9pBFbT26df1D+L/vnH49CvIz69o/qeihJlyAoYxQVKS86njkeYa015p1mxTb/fv3T8rV09kjPuwhC3vIwh6ysIcs7CELe8iith5NCzB/6NwR1185Kin7SKZU9VALLsBQRmjTpo1iu6KqOk0zke27NRsU2z179kzKftgjPuwhC3vIwh6ysIcs7CELe8iith7HHXMUgL0X3tXpMu+6P6nqoRZcgKGM0LZtW8X2mp82xbjn4WtXxW786+MvFGM9evRIyr7Y4+DYQxb2kIU9ZGEPWdhDFvaQRY09TCYjxo4eiqHnn5mUx0+mVPZQCy7AUEbo16+fYvv9f30Cn68hTbOR6cXXlyAYDIa3jUYjLrjggqTsiz0Ojj1kYQ9Z2EMW9pCFPWRhD1nU2uPxB2+DRpN5bzueyh5qwQUYygjDhg1TPCk5nC589MnXaZyRLI2Njfj7a0sUY6NGjYLNZkvK/tjjwNhDFvaQhT1kYQ9Z2EMW9pBFzT1MJmNSHjeZUt1DLbgAQxmhtLQUJ510kmLsrXf/labZyPPkc69j0+YtirFx48YlbX/scWDsIQt7yMIesrCHLOwhC3vIwh6ypLqHWnABhjLG8OHDFdsvvfEe/vvz1vRMRpBftmzDtDsfVox16dIFAwYMSOp+2aN57CELe8jCHrKwhyzsIQt7yMIesqSrhxpwAYYyxqhRo6DX68PbgUAAU2fMTuOM0s/hcOHS8bfC6/Upxh9//PGkn0fKHtHYQxb2kIU9ZGEPWdhDFvaQhT1kSWcPNeACDGWMDh06YNKkSYqxf364Covf/3d6JpRme2rqcOawK/HVN2sU4zfccAMGDRqU9P2zhxJ7yMIesrCHLOwhC3vIwh6ysIcs6e6hBppQKBRK9ySI4mW329GlSxdUVlaGx3Jz9fjgjadwxql90ziz1Fr52WqMnzIz6hDIsrIybNiwARaLJSXzYI+92EMW9pCFPWRhD1nYQxb2kIU9ZJHSI9PxCBjKKBaLBbNmzVKMeb0+XDB6Av696qs0zSo1QqEQ1m/8BX+8fBLOuPDKqCe/oqIiLFq0KKVPfuzBHlKwhyzsIQt7yMIesrCHLOwhi8QemY5HwFDGaWxsxOWXX45XXnlFMa7RaHDt2BG47/aJKCywpWdyCVZXb8emzVvx3ocr8da7y6OuNN6kQ4cOWLFiBbp06ZLiGbJHc9gjNdhDFvaQhT1kYQ9Z2EMW9pAlE3pkMi7AUEYKBAIYNWoU3n777ajbCvKtuGXiVRgzYgjalbVJw+yUQqEQXC4PXG43HE436urtqKquwZ6aOtTbnfD5GuD1+eDx+uB0ulFnd+DXrdux6ectqNpdc9DH79q1K5YuXYpOnTol/4uJgT32YY+WYQ/2SDX22Ic9WoY92CPV2GMf9miZw6FHpuICDGUsv9+PSy65BG+++WbM+/Q/sSeGDTkL/XqXo/MR7VFWWoLs7OyDPnYoFILfH4DH64Xb7YXD6YLL7YHL7UFNbT12Ve5Gvd0Jl8sNt8cLl9uDunoHHE4XauvssDuccHu88Hh9qKt3wO32JPJLB7D3kL+ZM2fi6quvRk5OTsIfv6XYgz3YIzb2YA/2iI092IM9YmMP9mAPdeECDGW0QCCAOXPm4J577oHb7T7o/XNytChrW4LCAhtytFpoNBr4A340NPj3rgC73HA4XfB4fGhsbEzBV9BypaWlGDVqFGbMmIH8/Px0T0eBPdgj3dhDFvaQhT1kYQ9Z2EMW9pBFco+MEyJSgd9++y108cUXhwCo7kOj0YSOOuqo0NSpU0NffvllKBgMpvvbfVDsIQt7yMIesrCHLOwhC3vIwh6ysAe1Bo+AIVX5/PPP8fTTT2PJkiWw2+3pnk6ztFotiouLUVxcDJvNBoPBAL1ej9zcXJjNZphMJrRr1w5dunTBMcccg86dO0On06V72q3CHrKwhyzsIQt7yMIesrCHLOwhC3tQS3ABhlTJ5/Pho48+wpIlS/Dpp59iy5Yt8HgO7TxIrVaLvLw8mM1mlJaWorCwEHl5ecjLy4PRaITVaoXFYoHNZgs/sRkMBlgsFrRp0wZmsxlmsxm5ubnQaDQJ+kozA3vIwh6ysIcs7CELe8jCHrKwhyzsQfHgAgwdFkKhEKqqqvDbb79h+/btcDgc8Pv9CIVC0Ol00Ol00Ov1MJlMsFgsMBgMyM3NhdFohMFggNlshl6vT/eXoRrsIQt7yMIesrCHLOwhC3vIwh6ysAc1hwswRERERERERERJlpXuCRARERERERERqR0XYIiIiIiIiIiIkiwLAK/GQ0RERERERESURFnY+17fRERERERERESUJDwFiYiIiIiIiIgoybgAQ0RERERERESUZFyAISIiIiIiIiJKMi7AEBERERERERElGRdgiIiIiIiIiIiSjAswRERERERERERJxgUYIiIiIiIiIqIk4wIMEREREREREVGScQGGiIiIiIiIiCjJuABDRERERERERJRkXIAhIiIiIiIiIkoyLsAQERERERERESUZF2CIiIiIiIiIiJJMm+4JEKWSy+XC+vXrsWPHDtTU1KCurg61tbU45ZRTcO6556Z7eocd9pCFPWRhD1nYQxb2kIU9ZGEPWdiD9scFGFK1devWYdmyZfjmm2/www8/YNOmTQiFQs3ed968eTCZTLDZbDCZTDAajTCbzcjPz4fVaoXZbEZ2dnaKvwJ1YQ9Z2EMW9pCFPWRhD1nYQxb2kIU96EA0oVg/DUQZqqqqCi+//DJeeuklrF27NmGPq9FokJ+fD4vFgry8PBgMBuh0Ouh0OphMJhgMBuTm5kKn0yE7OxtZWXvP8GtsbEQgEEBDQwP8fj+8Xi8cDgfcbjdcLhc8Hk/4Np/PBwCwWCwoKSlBSUkJ2rVrh/bt26N3794YMGAALBZLwr6mVGAPWdhDFvaQhT1kYQ9Z2EMW9pCFPShuISKVqKmpCY0fPz6Uk5MTAqDKj+zs7NDJJ58cuvvuu0OVlZXp/pYfEHvIwh6ysIcs7CELe8jCHrKwhyzsQS3FBRhShXfeeSfUpk2buJ5ENBpN2p/IEvFhMplCM2bMCNnt9nR/+6OwhyzsIQt7yMIesrCHLOwhC3vIwh7UGjwFiTJaY2Mj/vKXv+CJJ56IeZ92pW1w/qBTcULPY3F8+bEoP+5ofPLFt1i+8kt4fT54PF44nG5U19TC6XKjrt4Bl9sDj8cHu8OJxsbGFH5FLVdSUoK5c+dizJgx6Z4Ke4A9pGEPWdhDFvaQhT1kYQ9Z2EMWST0yDRdgKKNNmzYNc+bMiRrPzdXj4qHn4IrRwzBwQJ9WX7yqsbERdocTDocLtfV2VO+pg9Plhsvtgc/XAF9DA3y+Bjhdbni9e7cbGvwINgYRDO594szOzkJ2Vjb0eh2ys7OQq9fDYs6D0WCA0ZgLoyEXOl0OtNla6PU5AICa2npU76nDrsrd2FmxG+s2/ozV3/0Ivz8Qc67Tp0/HfffdB602fdfWZo992IM9IrHHPuzBHpHYYx/2YI9I7LEPe7BHpuMCDGWsuXPnYsqUKVHjQ845DU/OmYGO7UvTMKvkcbnc+PTL7/DaOx9g4T/+2ezK+LBhw/Dqq6/CYDCkfH7swR7pxB6ysIcs7CELe8jCHrKwR+oEg0FkZWVBo9HEvI/0HpmICzCUkZYvX45zzz1X8ZZuWq0WTz9yB8ZdMvyATyRqsH7jL7hl5ly8t2xl1G0XXnghFi9enNLvAXuwhyTsIQt7yMIesrCHLOwhC3skz66K3RhxxWT8vGUbTurTE/1P7InzzjoFvcq7xvwcaT0yFRdgKOMEAgF0794dmzZtUoy/8Pi9uGLMsPRMKk2effEtTJh+b9ShgfPnz8f48eNTMgf22Ic9ZGEPWdhDFvaQhT1kYQ9Z2COxvlz9A0aMm4Kdu6oU47dMugqz7ph80M+X0COTZaV7AkQttXDhwqgnv3tv+3PGPfklwjVjR2DFogWwWsyK8WnTpmH79u0pmQN77MMesrCHLOwhC3vIwh6ysIcs7JEYoVAID8xbgFOHjI1afAGA3j27xfU4EnpkMh4BQxklGAyivLwcGzZsCI/17nUcVq94HVlZh+964tLln+L8kdcrxoYOHYrFixcndb/s0Tz2kIU9ZGEPWdhDFvaQhT1kYY/Wq62rx9gbbmv29KEmW374EJ06tov7MdPVI9Nlxk8M0f98+OGHiic/ALj7lgkZ8+SXLIMHnYqxo4cqxpYsWYL169cndb/s0Tz2kIU9ZGEPWdhDFvaQhT1kYY/W+XH9f9HnzJEHXHwpyLfiiA5lLXrcdPXIdJnxU0P0P8uWLVNslx93NAaffWqaZiPLI/dOR2GBTTE2f/78pO6TPWJjD1nYQxb2kIU9ZGEPWdhDFvaIXygUwguvLEK/QWPw69YDnxp0Qo9jW3UB3XT0yHRcgKGMsmLFCsX2yOHnZczqc7IV5Ftx7dgRirGFCxfC6/UmbZ/sERt7yMIesrCHLOwhC3vIwh6ysEd83G4PrrxxBq788wx4PMrvTXFRQdT9e/eK7/ovkdLRI9PJ/skh2k9FRUXU4X9nD+yfptnIdO3YixXbtbW1ePfdd5OyL/Y4OPaQhT1kYQ9Z2EMW9pCFPWRhjwP7af1m9Bs0Bn9/bXHUbX1PKMe3H70Bm9USMd691ftLZQ814AIMZYwvvvhCsW0xm9C713Fpmo1MnTq2wxmn9lWM/fvf/07Kvtjj4NhDFvaQhT1kYQ9Z2EMW9pCFPWJ7/e0P0HfQaPy0YXPUbddfORKfvP8iXG4P6urtitv6nlDe6n2msocacAGGMsbWrVsV273Ku0Kr1aZnMoINPusUxfbatWuTsh/2iA97yMIesrCHLOwhC3vIwh6ysIdSMBjErTPnYvQ106NOOTKZjHh9wWw8OWcG9Hodvlj9g+L2stIStG/X9pD2n6oeaiDvp4cohh07dii2O7Y/tCcKtep+7NGK7XXr1iEUCrXqwloHwh7xYQ9Z2EMW9pCFPWRhD1nYQxb22CcUCuGiyyfh3aUfR93Wo1sX/OP5h3HM0UeGxyIXYE4+sdchzyFVPdSAR8BQxoh8AixtU5ymmcjW7dg/KLYdDkfU9y4R2CM+7CELe8jCHrKwhyzsIQt7yMIe+2g0Gtis5qjxTh3b4evlrykWXwDgs6+/V2wP6Hf8Ic8hVT3UgAswlDF27dql2G5XWpKmmcjWoV1b5OUZFGMbN25M+H7YIz7sIQt7yMIesrCHLOwhC3vIwh5KM2+9ETpdjmJs67YdaNftTNTW1YfHdlfXYNPmLYr7DejX65D3n6oeasAFGMoYDodDsZ1vs8S45+FNo9GgU4d2irGqqqqE74c94sMesrCHLOwhC3vIwh6ysIcs7KF0RIcy3HDlqKjxmtp6nDXsarjdHgSDQXwecfSL0WhAr/Kuh7z/VPVQA14DhjJGY2OjYjs7OztNM5Ev8jDEurq6hO+DPeLHHrKwhyzsIQt7yMIesrCHLOyhdNvUa/HxZ6ux5qdNivHv127AvPkv471lq+ByuxW39T+xJ3JylEfOtFYqeqgBF2AoY0Q+4QUCwTTNRL5UPAGyR/zYQxb2kIU9ZGEPWdhDFvaQ5XDsUVNbj4rKatTV2+Hx+hAKhZCbq0eHdm3RvqwNHrxzCs67eHzU591276PNPt7Ak/skbG5cgIkPF2AoY0Q+AUauSNM+RoPyHEyPx5PwfbBH/NhDFvaQhT1kYQ9Z2EMW9pBF7T2CwSC+/mYt/vP9T/h2zXp89c1abP7lt5j3z8nRAmjZuw6d2v+EQ5zlPqnooQZcgKGModUqf1wb/P40zUQ+g0Gv2E7GEyB7xI89ZGEPWdhDFvaQhT1kYQ9Z1Npjy2/b8cIri/HCq4uwfWdl3J/n9wdatJ8JV4/GwAEntnR6MaWihxpwAYYyhtmsPKzNbnemaSby5UT8Y+FPwj8W7BE/9pCFPWRhD1nYQxb2kIU9ZFFbj6XLP8WseQvw6ZffJuXxNRoNQqEQAGDi+Esx9/6bodG07IiZA0lFDzXgAgxlDKPRqNj2eH1pmol8Wq3ycMlgMPHnq7JH/NhDFvaQhT1kYQ9Z2EMW9pBFLT1+/nUbps6YjXeXfhz355hMRhgNucjKyoLd4YLbffCjTZoWX7oefSQm33B5QhdfgNT0UAMuwFDGMEScV+j2eNM0E/kin1CbnnATiT3ixx6ysIcs7CELe8jCHrKwhyyZ3sPt9mDG/Y/jsWdfOeDpQ8d26Yy+vcvR94RynNSnB7ofezR0un3vXPTF6u8x4LzL4t7vxs1bUD5gOJ56eAbGjBiSsIWYVPRQAy7AUMaIfAL0+RrSNBP5Er2i3Rz2iB97yMIesrCHLOwhC3vIwh6yZHKPX7f+juGXTcTadf9t9nab1YJLLh6Cqy69CMf3ODbm4zQ2NmLSXx9s9ra+vctxzuknY8HCt1FRWa24zeF04dLxt2D5yi/x9CN3Qq/Xtf6L+Z9U9FADLsBQxoh8j/oAD2tLK/aQhT1kYQ9Z2EMW9pCFPWRhD1mS0ePbH9bhvIuvQ/We2qjbiosKMGvGRFz6p/+La1HkjUXL8J/vfmr2cZYsfAxt2xTh1slX429PL8QD856D3aG8hs2Lry3BL1t+x+KFj6KwwNbqr4nil5XuCRDFK3JVlW/LF1sqDvljj/ixhyzsIQt7yMIesrCHLOwhSyb2WPX5f3D6heOiFl90uhzcdOMV2PzN+7jqsj/GtfjS0ODH7fc92uxtz8y9E23bFAEAjEYDbp18DX75bikuG/l/Uff97KvvcPG4KQgEWvYuSpF4ylF8VLsAc/rpp0Oj0cT1QZkhla1WfrYamoLuUR/ZRT1g69QfJ5x+MW6+6xFUVFajrt6Odt3ODN/H1qk/du6qinrMNT9tRE5Jr/D9ep32x6RdHTwYVP7jkJ2dHeOercce8WMP9kgm9jg49ogfe7BHMrHHwbFH/DKtx2+/78Qfx06G0+lWjB93zFFY88nbmD3zJlgt5hifHe3pv/8Dv27dHjV+6Z8uwLAhZ0WNFxXm46WnZuH1BbORl6c8terjT1dj2h0Px73v5qSihxqodgGG1CdyxTkdi2eNjY2otzvw/doNeOjR53H86SPgcLjw9CN3hO9Tb3dgwvR7FZ8XDAZx1V/uCK8s5+Ro8fcn7os6rDFRIq86nownQPaIH3uwB3vExh7swR6xsQd7sEdsmdTD6XRj+GUTsaemTjF+1sCT8NW/XkXXLp1b9Hh2uxN/uWVW1PiRR7THEw/dfsDPHXnRYHy+9GWUti1WjM+b/zIWvPRWi+axv1T0UAPVLsBcf/31mD17dtTHrFmzoN3vPcoHDx6cxllSS0Qe1pbKf5BGDj8Ps++eihk3XYfy444Oj1dUVmPuUy/jgnNPx9jRQ8Pji9//CG8t+Vd4+5EnXsS3P6wPb9825Vr0Ku+atPn6Iw4hTMY/fOwRP/ZgD/aIjT3Ygz1iYw/2YI/YMqVHMBjE6Gum4fu1GxTjQ845De+//iTM5rwWP+a9Dz/d7Pjzj82ExWI66Of37N4Vi176m+LdlADghmn34ocfN7Z4PkBqeqiBai/CO3LkyGbHX331VcX5bdOnT0/VlOgQRa5AZ2elbv3wvLNOwRVjhgEApt44FiVdTkNDw97DKddv+gUAMO/+m7F85ZfhwzFvvPk+nDWwH/bU1OPOB58MP1av8q7465Rrkjrfprk10ekO/crmkdgjfuzBHuwRG3uwB3vExh7swR6xZUqP515+B//8cJVi7Jijj8QrzzzYqncfqqisxuzHXogav/7KkTj9lL5xP06/Pj3wzNy7cMWE28Jjfn8A0+6Yg+WLFrR4XqnooQaqPQImljlz5oT/u0+fPjj99NPTNxlqkcjzR7Xa9BzWZrWYYcozhreLCm0A9r5d3DNz7wyPV1btweTbHsK1k++Cx+MF0HQo5r1JXxEOBJSHACZjf+wRP/ZgD/aIjT3Ygz1iYw/2YI/YMqGHx+PFPXPmK8YK8q1495XHWnS9l/0Nv2xis+MP3TW1xY81dvRQTLlhrGJsxaqv8MXX37f4sVLRQw0OqwWYFStW4Pvv9/0w8eiXzOL1ehXbhtzclM/Bbnfi0acXoqa2Pjz2p2Hnhf97yDkDccXoYeHtF19bgo8//f/27jy6qTr///grTdsszdaWFiiLwgguLC4guOCKqIgjyuBXUBFx3OH7RXDAbXDBfYUZVwSdcdxnnAF1FBVcAFFxHBlZRMQFGaS0dM2eZvv9wa+X3qSBtOQm71xfj3N6DvcmvffTPiEkn9x787my/Pvrr8LhA7U7FLNVNg4BZI/0scdu7JFd7LEHe6SPPXZjj+xijz3YI3350OOJZ17B9h01qnUvPHUf+h90YKfGs2nz9/jsi6+S1q9Z9jJsNms737Fvd948DVXdK1Xr7nr46Q5vh6cgpecXNQHz4IMPKn/u27cvxo0bl8PRUEe1tLSolhPPWdTSlGm/h6FsIJwHHoPpN90HYPdHuj14x/U4Z/QpqvvOu2c2enTvmrSNIwcfqvmhmK3CYfUDYNvrHmUKe6Svoz3i8ThCoRB8Pp/y5ff70dLSkvIj/tgjfYk9tLhIHHukj49Xe7CH9tgjGXukjz32YI9983r9uO8Pz6jWnXricJx52ohOj+ewY8cmrZs8cSyGDRnU6W1arRbMmjZFtW7p8lVYt3Fzh7aTjR568Iv5raxbtw7vvbfnIlEzZ87Myyszx+NxuN1umM1mFBcX58XHaMfjcQSDQbjdbjQ0NGDHjh2oqalBXV0d3G43fD4fmpqa0NDQgIaGBng8HoRCIbS0tCAcDqOlpQV+vx/19fWq7RYV5fav73ljTsXVU5KvNeRyOrBw/u0464JrlHXFxUV47om7s/ZA1JJwuKTP58PmzZvh8Xiwc+dO1NXVKS/sPR4PvF4vAoEAgsEgAoEAvF4vPB4P/H6/8tXS0oJQKIRQKKR0aYs9UkvssWjRIixevBgejwcejwfBYBDhcBjBYBChUCjpfONERUVFsFgssNvtcDgcsNls+PHHHxPuwx6pJPa48cYbceutt6K4uBjFxcUoLCyExWKBzWZDSUkJLBYLzGYznE4nSktL4XA44HA4UFZWhm7dusHpdMJms8HlcqGsrAw2my3pkGX2SC2xx7Jly1BQUACXy4WePXuioqICTqcT5eXlcDqdKOjE+ffskb7EHtk4pJ89UmOPPdgjN36pPSKRCGpqavbr9ceb736EuvpG1bp7fj+906/fXv772+2uf3re7Z3aXltXTh6Pux95WjXef767AoMHHJz2NrLx70MPfjETMG2v/dKlSxdcdtllORxN57W0tMDlcgHYfRVup9OJsrIy2O12OJ1O5UWDy+WCy+WCw+FAeXk5ysrKlBcSJpMJJpMJFosFJSUlynJRUREKCgpQUFCAeDyOaDSqvNAOh8Pwer3wer3w+/3w+XwIBALKC0ifz4fm5mblxXxNTQ1qa2tRXV2NhoYG1YWPM6U4i/+oLzjvTBw+8GB88vl/lItovfi3t1BdU4flixclPZCOHnUCevfsjm3bqwEAxx59OAYd1j9r421qdquW586di7lz52q6T/ZILbHHli1bsGXLlk5vLxwOIxwOw+124+eff273PuyRWmIPYPdja+Kk4v5InCRgj9QSeyxfvhzLly9v976FhYWoqqpCZWUlrFar8tU6QeNwOGAymVBSUgK73Q6r1QqTyYQdO3aotsMeqSX2WLhwIVauXAmbzYbS0lKUlpbCarXCbrcrE5KtzyfMZjOKiopgNpthsViUCc2CggLl54zFYvD5fKp9sEdqiT0ikQhqa2uV32vr77bt7zcajSISiSASiSj/X4TDYQQCAfh8PuX5XCAQQFNTEzZtUn8yC3ukltjDZDLB6/XCYDAgHo8rX21//61vKrZ9/tzU1AS32608d259/hwMBvH555+r9sEeqbXXo6mpSXnt0vr3vvUNxObmZuX3HAgE4Ha70djYiMbGRjQ1NaGmpgY7duzAzp07kyZeWnWkx7IPP1Etn3bSMRg+dHDHf1Dsfu534RXJl894+9UnM3KUlNVqwYRxo/HYwpeUdStWf4GbZ16Z9jYSezidzv0elw4ZfhETMNu3b8crr7yiLE+dOhUWiyWHI+q8tuchxuNxNDU1oampKXcD6gCDwQCHw4Hu3bujqqoK5eXlcLlcKCkpUd5NLisrg8PhUN6Jbv2yWq244oorsGbNGmV72XxHoO1V4a+eeQcW/PlvAIAPVq7BC399E5MuOCfpe3J5dFJjk/oB0Gg0wmazwW63o6KiApWVlcq7+w6HQ/Uuf+skXuuLF6vVqjyRNpvNymTdhAkT8Omnnyr7YI/UEntMnz4dp5xyCux2O2w2m/Kipe1kaHFxMYxGo/JCPhaLIRKJKEcgtZ0A9Xq9mDVrFr75Zs/HBrJHaok9nnnmGZx22mnKJEzr0Uher1d5shwMBtHY2Kg8WW5ubkZdXR1qamrgdrvh9XrR2NgIt3v3thOPYmKP1BJ7jB49GuXl5aivr8f27duVJ8ZerxeRSATbtm3Dtm3b9muf7JFaYo9NmzYlvUDPNPZILbHH7NmzNb+GIXuklthj6tSpmDp1qqb7ZI/UtO5RWFgIg8GgOiop3R7xeBzvfLBate7sM07q9FguuebmdtePHnVCp7eZ6KTjhqomYD5esxahUEvan9SU2KOsrCxjY9OTX8QEzPz585V/OBaLBdOmTcvxiDrP4XAgFAohEAggEAigoaFBmUV3u93Ki7LWFwLNzc2or69HY2Oj8kKidRa49Z2QUCi01yNUjEYjioqKYLPZYLPZYLValRfsdrsddrtdeSHfejpERUUFunXrhsrKSlRWViov8jtz6HirxEMy216ZPZvuu20GXvnHO2h2ewAAcx98CheOHyPqlDafP6BaXrp0KUaNGpXRfYRCIdUye6SW2GPMmDEZ73HbbbepltkjtcQevXr1Qu/evTOy7Wg0Cr/fj2OPPRYbN25U1rNHaok9ZsyY0e6/j1AohNraWmzfvh0NDQ3KtZH8fr8yIdZ6Cmvr6ZV+vx+hUAjr169XvYHBHqkl9rjhhhvQp08feDweNDQ0oLm5GX6/H263G/X19cqRFD6fT3U6ZSAQSHnNqkTskVpij8LCwrSPKjYYDCgqKlK+Wo9Uan0+Z7FY4HQ68dFHH6Gurk75PvZILbHHvhQUFChvrrQ+f7ZarXA4HMqR6g6HQ3kubTab8dhjj+G///2vsg32SG1vPQoKClRvHprNZuV33fqGo91uR1lZGVwuF0pLS9GlSxf07NlTeQ1TXl6OYcOG4csvv1S2m26P9V9/i+qdu1TrzhzZuWu/rF23Ca/8Y2nS+p3ffNSp7aVy8oijlaO5AMDvD2DNv9fhxOOGpvX9iT1KSkoyOj6diOt+AsbtdmPhwoXK8pQpU9ClS5ccjmj/GAwG5agQp9OJbt26ZWS7sVgM4XAY0eiejw9rnXjZn0mTTGpsVJ9DWepy5GQcLqcDUy+fgHse2f336rsftuHVxe/gwvFjcjKe9jQ1e1TLWhwCyB7pY49fTg+j0Qi73Q6/369azx6ppdvDZDKhV69e6NWrV4f30bdvX9V1ktgjtcQe48aNw7Bhwzq8ndbTMKLRKGKxmPKE3mAwYMCAAdi6datyX/ZILbHH6tWrMXToUEQiEeX32voF7H7RaTQalVOU0tG3b1/VBAx7pJbYY8WKFRgyZIiy3Ho6WEcbtPXUU+qPLGaP1NrrMXz48Iy+funs86uPPv6Xarl3z+6d+uSjlpYwho+amLR+9GknoGtlZl/TdikvxeAB/fHVhj0X3/1qw+a0J2Cy8XxXD2S8stbQggULlEPCjUYjrr++45+P/kvQOkPf9px6k8kkZvIFADwe9T9qh92Wo5EA1109CVbrntPY7nlkYdrv9Glt9/nG6mtZOByZ/8+bPdLDHuwBsEcq7KHfHq1HX5jNZuWd/9Z3/71er3of7NGuVD3avrNvsVhUv9/WU4Y78vyN/z7S016PyspK5Xff+ve7Mw3aYo/0pOqR6dcvne2xq049cXP0kQM7dbrW7fc/nvTpQgDwlyfv6fC20tH3wJ6q5cSLCKeSrf/P9UDOq2sNhMNh/OEPf1CWx40bh759++ZwRNRZsVhMzDv8AFDRpQyXX7znY8w3fvMdFv+z/YtGZpvX509al+lDANkjfezBHgB7pMIe7AGwRyrswR4Ae6QivceRgw/BpRPPxdizTsWJxw3F4AEdvzjx5/9ej3vnLUpaf9OMy9GlvLTD20vH8CGDMeb0EzFh3Ghcccl4DDliQFrfl40eemGIS5nGJNqLhoYGlJeXq9b9d/1y9OyRmVOw9OS7H7ah39CzVOt8Ph+s1sydQ8we6WMPWdhDFvaQhT1kYQ9Z2EMWvfeIRCIYeuoFqtOBWjVv/QwOR+6OjGpPNnroha6PgCH9aO+TnpwOe/YHkgeCwVDSukx/6hd7pI89ZGEPWdhDFvaQhT1kYQ9Z9N5j/pPPtzv58sDtM8VNvgDZ6aEXnIChvND24nAAYDIVw2bjjGp7ggmfTmQymTL+EYHskT72kIU9ZGEPWdhDFvaQhT1k0XOPn/67A7fd/0TS+pISC665bILm+++MbPTQC07AUF7w+XyqZVuJlf+oUwgkzEBrMfvMHuljD1nYQxb2kIU9ZGEPWdhDFr32iMfjuPZ3d8Lfzkds/27qpWIn5LLRQy84AUN5IfECWHYbL+qUituj/nQJuz3zh0qyR/rYQxb2kIU9ZGEPWdhDFvaQRa89/rbkXby9bFXSeqfDjuuumaT5/jsrGz30ghMwlBd27NihWq7qVpGjkcjX7FY/ALpcrozvgz3Sxx6ysIcs7CELe8jCHrKwhyx67OF2e3HdLfe3e9uN1/0WLqfcj3XORg+94AQM5YXa2lrVckWXshyNRL7EGWgtPgKOPdLHHrKwhyzsIQt7yMIesrCHLHrsceu9j6F6566k9VXdKzH9qos13ff+ykYPveAEDOWFxBnonlVdczQS+XbVqQ+XrKjI/Gw9e6SPPWRhD1nYQxb2kIU9ZGEPWfTW46sN3+CxRS+3e9stM6+ExWLWbN+ZkI0eesEJGMoLDQ0NquUylzNHI5HP41VfMMzpzPzvij3Sxx6ysIcs7CELe8jCHrKwhyx66hGPxzFt9j2IRqNJt/Xq0Q2/vXicJvvNpGz00AtOwFBe2Llzp2q5W9cuORqJfL6Eq6bbbLaM74M90scesrCHLOwhC3vIwh6ysIcseurx0mtv4ePPvmz3tltnXQ2TqViT/WZSNnroBSdgKC/U1dWplivKS3M0EvkSHwCt1sx/XB17pI89ZGEPWdhDFvaQhT1kYQ9Z9NLD6/Vj9u2PtHvboMP6YcpF52V8n1rIRg+94AQM5YXq6mrVMt8RSC3xIlgOR+avmM4e6WMPWdhDFvaQhT1kYQ9Z2EMWvfS4d/5C7Kiubfe2eXffAKPRmPF9aiEbPfSCEzAkXjQahder/kfNc2JTS/wYuEw/ALJHx7CHLOwhC3vIwh6ysIcs7CGLHnr8sPW/ePjx59q9bexZp2LkScdkdH9a0rqHnnAChvJSQYEh10MQq76hSbVcVqb9RxiyR2rsIQt7yMIesrCHLOwhC3vIoocepS4Hxo4+pd3bHrzj+ozuS2u56JGvOAFD4oXD4aR1RUVFORhJfthVr/4YuPLy8oxunz06hj1kYQ9Z2EMW9pCFPWRhD1n00KPU5cQrzzyEqu6VqvXXXT0J/X51QEb3pTWte+gJJ2BIvMLCQhQUqP+qJp5nSLtV79yVdB5p7969M7oP9kgfe8jCHrKwhyzsIQt7yMIesuiph8FgwMRxo5XlUpcDc2ZdnfH9aCkbPfSEEzAkXmFhIaqqqlTrfk5xsapfusSPsLPb7RgwYEBG98Ee6WMPWdhDFvaQhT1kYQ9Z2EMWvfUYcMhByp9vm30Nykrz69o/2eihJ5yAobzQpYv6quOJ5xnSbl9t3KxaPvbYYzW5ejp7pIc9ZGEPWdhDFvaQhT1kYQ9Z9NajdQLmoL69cc1lEzTZh5ay1UMvOAFDeaFr166q5Z21dTkaiWxffrVJtXz44Ydrsh/2SA97yMIesrCHLOwhC3vIwh6y6K3HYQf/CsDuC+8WF+ffdX+y1UMvOAFDeaFbt26q5a82bE5xz1+u6p278N6Hn6jWDR48WJN9sce+sYcs7CELe8jCHrKwhyzsIYsee9hsVkyeOBZjzzpVk+1rKZs99IITMJQXhg8frlp+672VCIVacjQamZ575XVEo1Fl2Wq14uyzz9ZkX+yxb+whC3vIwh6ysIcs7CELe8ii1x6P3X8LDIb8+9jxbPbQC07AUF4499xzVQ9KHq8PH6xck8MRyRKLxfDnl19XrZswYQJcLpcm+2OPvWMPWdhDFvaQhT1kYQ9Z2EMWPfew2ayabFdL2e6hF5yAobzQvXt3HHPMMap1r73xXo5GI88Tz7yCzVt+VK2bMmWKZvtjj71jD1nYQxb2kIU9ZGEPWdhDFvaQJds99IITMJQ3zjvvPNXyX159E99+tzU3gxHk+x+3YdZtD6vW9e/fH8cff7ym+2WP9rGHLOwhC3vIwh6ysIcs7CELe8iSqx56wAkYyhsTJkyAyWRSliORCK6f82AOR5R7Ho8PF191E4LBkGr9Y489pvl5pOyRjD1kYQ9Z2EMW9pCFPWRhD1nYQ5Zc9tADTsBQ3ujVqxeuu+461bp/vrsCS956PzcDyrH6hiaceu5l+OyLr1Trr732WowaNUrz/bOHGnvIwh6ysIcs7CELe8jCHrKwhyy57qEHhng8Hs/1IIjS5Xa70b9/f9TU1CjrzGYT3n71SZxywrAcjiy7Pvr4c1w1c27SIZBVVVXYtGkTHA5HVsbBHruxhyzsIQt7yMIesrCHLOwhC3vIIqVHvuMRMJRXHA4H7r33XtW6YDCEsydOxfsrPsvRqLIjHo/j62++x28uuQ6nnHNZ0oNfly5dsHjx4qw++LEHe0jBHrKwhyzsIQt7yMIesrCHLBJ75DseAUN5JxaL4ZJLLsGLL76oWm8wGHDl5PG4+/fTUV7mys3gMqyp2Y3NW7bizXc/wmtvLEu60nirXr16Yfny5ejfv3+WR8ge7WGP7GAPWdhDFvaQhT1kYQ9Z2EOWfOiRzwz/f/6FkzCUVyKRCCZMmIC///3vSbeVlTpx4/Tf4sLxY9CjqmsORqcWj8fh8wXg8/vh8frR1OxGbV0D6hua0Oz2IhRqQTAUQiAYgtfrR5Pbgx+2bsfm735E7a6GfW7/kEMOwdKlS3HggQdq/8OkwB57sEfHsAd7ZBt77MEeHcMe7JFt7LEHe3TML6FHvuIEDOWtcDiMiy66CH/7299S3ufYow/HuWNGYviQQeh7QE9Uda+E0Wjc57bj8TjC4QgCwSD8/iA8Xh98/gB8/gAaGptRXbMLzW4vfD4//IEgfP4Ampo98Hh9aGxyw+3xwh8IIhAMoanZA78/kMkfHcDuQ/7mzp2Lyy+/HEVFRRnffkexB3uwR2rswR7skRp7sAd7pMYe7MEe+sJTkCivRSIRPPTQQ7jzzjvh9/v3ef+iokJUdatEeZkLRYWFMBgMCEfCaGkJ754B9vnh8foQCIQQi8Wy8BN0XPfu3TFhwgTMmTMHpaWluR6OCnuwR66xhyzsIQt7yMIesrCHLOwhi+QeeSdOpAM//fRT/Pzzz49j99FcuvoyGAzxX/3qV/Hrr78+/umnn8aj0Wiuf937xB6ysIcs7CELe8jCHrKwhyzsIQt7UGfwCBjSldWrV2PBggV4/fXX4Xa7cz2cdhUWFqKiogIVFRVwuVywWCwwmUwwm82w2+2w2Wzo0aMH+vfvj4MPPhh9+/ZFcXFxrofdKewhC3vIwh6ysIcs7CELe8jCHrKwB3UEJ2BIl0KhED744AO8/vrrWLVqFX788UcEAvt3HmRhYSFKSkpgt9vRvXt3lJeXo6SkBCUlJbBarXA6nXA4HHC5XMoDm8VigcPhQNeuXWG322G322E2m2EwGDL0k+YH9pCFPWRhD1nYQxb2kIU9ZGEPWdiD0sEJGPpFiMfjqK2txU8//YTt27fD4/EgHA4jHo+juLgYxcXFMJlMsNlscDgcsFgsMJvNsFqtsFgssNvtMJlMuf4xdIM9ZGEPWdhDFvaQhT1kYQ9Z2EMW9qD2cAKGiIiIiIiIiEhjBbkeABERERERERGR3nEChoiIiIiIiIhIY5yAISIiIiIiIiLSGCdgiIiIiIiIiIg0xgkYIiIiIiIiIiKNcQKGiIiIiIiIiEhjnIAhIiIiIiIiItIYJ2CIiIiIiIiIiDTGCRgiIiIiIiIiIo1xAoaIiIiIiIiISGOcgCEiIiIiIiIi0hgnYIiIiIiIiIiINMYJGCIiIiIiIiIijXEChoiIiIiIiIhIY5yAISIiIiIiIiLSGCdgiIiIiIiIiIg0xgkYIiIiIiIiIiKNFeZ6AETZEo/HsXXrVmzYsAG1tbXweDzw+Xzw+Xw4+eSTcfrpp+d6iL8o7CELe8jCHrKwhyzsIQt7yMIesrAHJTLE4/F4rgdBpIVIJILly5dj2bJl+PLLL7F27Vo0NzenvP/8+fNhs9ngcrlgs9lgtVpht9tRWloKp9MJu90Oo9GYxZ9AX9hDFvaQhT1kYQ9Z2EMW9pCFPWRhD9oXTsCQ7mzevBlPP/00nn/+eezatStj2zUYDCgtLYXD4UBJSQksFguKi4tRXFwMm80Gi8UCs9mM4uJiGI1GFBTsPsMvFoshEomgpaUF4XAYwWAQHo8Hfr8fPp8PgUBAuS0UCgEAHA4HKisrUVlZiR49eqBnz54YMmQIjj/+eDgcjoz9TNnAHrKwhyzsIQt7yMIesrCHLOwhC3tQ2uJEOrF169b42WefHQeg2y+j0Rg/7rjj4nfccUe8pqYm17/yvWIPWdhDFvaQhT1kYQ9Z2EMW9pCFPaijOAFDeS8ajcYff/zxeElJSVoPImWlzpw/kGXiy2azxefMmRN3u925TqDCHuwh4Ys9ZH2xh6wv9pD1xR6yvthD1hd7yPqS2iOf8BQkymtutxvnnXcePvjgg5T3OfqogRg9cgSGHDEARw46BD17dMO776/Gso8+RTAUQiAQhMfrR11DI7w+P5qaPfD5AwgEQnB7vIjFYln8iTqusrIS8+bNw4UXXpjrobAH2EMa9pCFPWRhD1nYQxb2kIU9ZJHUI99wAobyViAQwBlnnIFVq1Yl3dalvBSTJ5yDKy4Zj4P79en0PmKxGNweLzweHxqb3airb4LX54fPH0Ao1IJQSwtCoRZ4fX4Eg7uXW1rCiMaiiEZ3P3AajQUwFhhhMhXDaCyA2WSCw14Cq8UCq9UMq8WM4uIiFBoLYTIVAQAaGptRV9+E6ppd2LFzFzZ+8x0+/3I9wuFIyrHOnj0bd999NwoLc/PhZuyhxh7s0RZ7qLEHe7TFHmrswR5tsYcae7BHvuMEDOWleDyOiy66CC+//HLSbVdcMh4P3DETLqe+Lhbl8/mx6tMv8fI/3sYLf/1nuzPj5557Ll566SVYLJasjo092CPX2EMW9pCFPWRhD1nYQxb2yJ5oNIqCggIYDIaU95HcI19xAoby0rx58zBz5kzVusqKMry44H6cdvKxORpV9nz9zfe4ce48vPnOR0m3nXPOOViyZMleH0wzjT3YQxL2kIU9ZGEPWdhDFvaQhT20U71zF8ZfOgPf/bgNxww9HMcefTjOHDkCRww6JOX3SOuRrzgBQ3mnuroa/fr1g8/nU9bZbSX4eOlfMHjAwTkcWfYtfO41TJ19V9KhgU899RSuuuqqrIyBPfZgD1nYQxb2kIU9ZGEPWdhDFvbIrE8//w/GT5mJHdW1qvU3Xvdb3HvrjH1+v4Qe+awg1wMg6qi77rpL9eBnMBjw0sL78+7BLxOumDweyxcvgtNhV62fNWsWtm/fnpUxsMce7CELe8jCHrKwhyzsIQt7yMIemRGPx3Hf/EU4YczkpMkXABhy+IC0tiOhRz7jBAzllerqajz77LOqdZdddB7OPuPk3AxIgBOPG4qXFz6gWufxeDBt2jTN980eydhDFvaQhT1kYQ9Z2EMW9pCFPfZPY1Mzxl70v7hp7nxEo9F27zP0yPQmYIDc9sh3nIChvLJw4UIEg0FluaioELffcG0ORyTD6FEnYPLEsap1r7/+Or7++mtN98se7WMPWdhDFvaQhT1kYQ9Z2EMW9uic9V9/i6GnXtDutVtalZU6cUCvqg5tN1c98h0nYCivvPvuu6rlSf/za/Ts0S1Ho5Hlkbtmo7zMpVr31FNPabpP9kiNPWRhD1nYQxb2kIU9ZGEPWdgjffF4HH96cTGGj7oQP2zd+6lBRw0+tFMX0M1Fj3zHCRjKGx6PB2vWrFGtO3/sGTkajTxlpU5cOXm8at0LL7ygmrHPJPbYO/aQhT1kYQ9Z2EMW9pCFPWRhj/T4/QFcNm0OLvvfOQgE1L+bii5lSfcfckT6px+1le0eesAJGMobn3zyieqcxaKiQpxw7FE5HJE8V04+X7Xc2NiIN954Q5N9sce+sYcs7CELe8jCHrKwhyzsIQt77N2Gr7dg+KgL8eeXlyTdNuyoQfj3B6/C5XQkrB/Y6f1ls4cecAKG8sbatWtVy0MOH4CSEmuORiPTgb174JQThqnWvf/++5rsiz32jT1kYQ9Z2EMW9pCFPWRhD1nYI7VX/v42ho2aiA2btiTdds1lF2DlW8/B5w+gqdmtum3YUYM6vc9s9tADTsBQ3vj5559Vy4f275Ojkcg2euQI1fK6des02Q97pIc9ZGEPWdhDFvaQhT1kYQ9Z2EMtGo3iprnzMPGK2UmnHNlsVryy6EE88dAcmEzF+OTz/6hur+peud/XtMlWDz0ozPUAiNJVX1+vWu5aWZ6jkcg28NB+quWNGzciHo936sJae8Me6WEPWdhDFvaQhT1kYQ9Z2EMW9tgjHo9j3CXX4Y2lHybdNnhAf/z12YdxcL89E0eJEzDHHX3Efo8hWz30gEfAUN6oqalRLZeXunIzEOEGHHqQatnj8STN3mcCe6SHPWRhD1nYQxb2kIU9ZGEPWdhjD4PBAJfTnrT+wN49sGbZy6rJFwD4eI36tKrjhx+532PIVg894AQM5Y0dO3aolqu6V+ZoJLL16tENJSUW1bpvvvkm4/thj/SwhyzsIQt7yMIesrCHLOwhC3uozb1pGoqLi1Trtm77GT0GnIrGpmZl3a66Bmze8qPqfscPP2K/95+tHnrACRjKGx6PR7VcmnD1btrNYDDgwF49VOtqa2szvh/2SA97yMIesrCHLOwhC3vIwh6ysIfaAb2qcO1lE5LWNzQ2Y+S5l8PvDyAajWJ1wtEvVqsFRww6ZL/3n60eesBrwFDeiMViqmWjkfOHqSQehtjU1JTxfbBH+thDFvaQhT1kYQ9Z2EMW9pCFPdRuuf5KfPjx5/hqw2bV+rXrNmH+U8/jzXdWwOf3q2479ujDUVSkPnKms7LRQw84AUN5o7i4WLXcEg7naCTyZeMBkD3Sxx6ysIcs7CELe8jCHrKwhyy/xB4Njc3YWVOHpmY3AsEQ4vE4zGYTevXohp5VXXH/bTNx5vlXJX3fLXf9sd3tnXTc0IyNjRMw6eEEDOWNxAfAUIj/IaVitajPwQwEAhnfB3ukjz1kYQ9Z2EMW9pCFPWRhD1n03iMajWLNF+vwr7Ub8O+vvsZnX6zDlu9/Snn/oqJCAB371KETjj1qP0e5RzZ66AEnYChv2Gw21XLiIXS0h8ViUi1r8QDIHuljD1nYQxb2kIU9ZGEPWdhDFr32+PGn7fjTi0vwp5cWY/uOmn1/w/8XDkc6tJ+pl0/ESccf3dHhpZSNHnrACRjKG2azWbUcCIZyNBL5igrV/7TDGhwuyR7pYw9Z2EMW9pCFPWRhD1nYQxa99Vi6bBXunb8Iqz79tybbNxgMiMfjAIDpV12MeffcAIOhY0fM7E02eugBJ2Aob9jt6vMK3W5vjkYiX2GhUbUcjUYzvg/2SB97yMIesrCHLOwhC3vIwh6y6KXHdz9sw/VzHsQbSz9M+3tsNiusFjMKCgrg9vjg9+/7aJPWyZdD+vXBjGsvyejkC5CdHnrACRjKG1arVbXMdwRSS3xAbX3AzST2SB97yMIesrCHLOwhC3vIwh6y5HsPvz+AOfc8hkcXvrjX04cO7d8Xw4YMwrCjBuGYoYMx8NB+KC7e88lFn3y+FsefOSnt/X6z5UcMOv48PPnwHFw4fkzGJmKy0UMPOAFDecOScGEnfyCYo5HIl+kZ7fawR/rYQxb2kIU9ZGEPWdhDFvaQJZ97/LD1vzhv0nSs2/htu7e7nA5cdP4Y/PbicThy8KEptxOLxXDdzfe3e9uwIYNw+snHYdELf8fOmjrVbR6vDxdfdSOWffQpFjxyG0ym4na30RHZ6KEHnIChvJH4ABgKteRoJASwhzTsIQt7yMIesrCHLOwhC3vIokWPf/9nI848/2rU1Tcm3VbRpQz3zpmOi//n12lNiry6+B3868sN7W7n9RceRbeuXXDTjMvxhwUv4L75z8DtUZ9C9dzLr+P7H/+LJS/8EeVlrk7/TJQ2Q0GuR0CUrqKiItVyhOcVppSNQ/7YI33sIQt7yMIesrCHLOwhC3vIko89Vqz+F04+Z0rS5EtxcRF+N+1SbPniLfx20m/SmnxpaQnj93f/sd3bnp53G7p17QIAsFotuGnGFfj+y6WYdMGvk+778Wdf4vwpMxGJdOxTlBLxlKO0xHU9AdPS0oInn3wSp556KiorK1FUVASz2YwDDjgA48aNw5tvvpnrIVIHJB7WFovFNNvXRx9/DkPZwKQvY5fBcB14LI46+XzccPsj2FlTh6ZmN3oMOFW5j+vAY7GjujZpm19t+AZFlUco9zvixN9odnXwaFT9uzEajSnu2XnskT72YA/2SI092IM9UmMP9mCP1PKtx0//3YHfTJ4Br1f9UdaHHfwrfLXy73hw7u/gdNhTfHeyBX/+K37Yuj1p/cX/czbOHTMyaX2X8lL85cl78cqiB1FSoj6y58NVn2PWrQ+nve/2ZKOHHuh2AiYSieCMM87Atddeiw8//BC7du1CJBJBKBTCtm3bsHjxYpxzzjm45ZZbcj1USpOE8wpjsRia3R6sXbcJD/zxWRx58nh4PD4seORW5T7Nbg+mzr5L9X3RaBS//b9blZnloqJC/Pnxu5Nm1TMl8arj2fgPKRfYYw/2SB97sEcusMce7JE+9mCPXGCPPTLVw+v147xJ01Hf0KRaP/KkY/DZey/hkP59O7Q9t9uL/7vx3qT1fQ7oiccf+P1ev/eCcaOxeunz6N6tQrV+/lPPY9FfXuvQONrKRg890O0EzOLFi/HRRx8py0cddRTmzp2LmTNnwul0KusfeOABNDc352CE1FGJM87Z/A/qgvPOxIN3XI85v7sagw7rp6zfWVOHeU8+j7PPOBmTJ45V1i956wO89vp7yvIjjz+Hf//na2X5lplX4ohBh2g23nDCIYRa/MfHHuljD/Zgj9TYgz3YIzX2YA/2SC1fekSjUUy8YhbWrtukWj/m9BPx1itPwG4v6fA273p4Qbvrn310LhwO2z6///CBh2DxX/6g+jQlALh21l34z/pvOjweIDs99EC3EzDff/+9avm9997DnDlz8PDDD2POnDnK+kgkgqampiyPjjoj8bzCbP6HdObIEfjd/07B3JunYdXbf1E9WH29effftfn33ICq7pXK+mk33I3GpmZ898M23Hb/E8r6IwYdgptnXqHpeFta1Id6Fhfv/5XNE7FH+tiDPdgjNfZgD/ZIjT3Ygz1Sy5cezzz/D/zz3RWqdQf364MXn76/U58+tLOmDg8++qek9ddcdgFOHjEs7e0MHzoYT8+7XbUuHI5g1q0PdXhMQHZ66IFuJ2AOO+ww1fJf//pXBAIBVFdXY/ny5cr6Qw89FL1798728KgTEmegjQW5+evrdNhhK7Eqy13KXQB2f1zc0/NuU9bX1NZjxi0P4MoZtyPw/z+ybvehmHdpPiMciagPAczGOwLskRp7sAd7pMYe7MEeqbEHe7BHavnQIxAI4s6HnlKtKyt14o0XH+3Q9V7aOm/S9HbXP3D79R3e1uSJYzHz2smqdctXfIZP1qzt8Lay0UMPdDsB8+tf/xrnnnuusnzttdfCarWiqqoK77zzDgDg1FNPxT//+U8R51rSviVewKuwMPvnFbrdXvxxwQtoaNxz2tr/nHum8ucxp5+ESyeeqyw/9/Lr+HDV58ry76+/CocP1O5QzFbZOASQPdLHHruxR3axR5t9sEfa2GM39sgu9mizD/ZIWz70eOKZV7B9R41q3QtP3Yf+Bx3YqfFs2vw9Pvviq6T1a5a9DJvN2s537NudN09THdUEAHc9/HSHt8NTkNKj2wkYg8GAf/zjH5gzZ067EywHHHAALr74YvTt27ELHlHuBINB1bLFbM7avqdM+z0MZQPhPPAYTL/pPgC7P9LtwTuuxzmjT1Hdd949s9Gje9ekbRw5+FDND8VsFQ6rHwALCwszvg/2SF9He8TjcYRCIfh8PuXL7/ejpaUl5Uf8sUf6EntocZE49kgfH6/2YA/tsUcy9kgfe+zBHvvm9fpx3x+eUa079cThOPO0EZ0ez2HHjk1aN3niWAwbMqjT27RaLZg1bYpq3dLlq7Bu4+YObScbPfRAt7+VcDiMSy65BK+88gqA3ackjR8/Hg0NDXj22Wfx008/4bLLLsPatWvxxz+2//npEsXjcbjdbpjNZhQXF+fF0TvxeBzBYBButxsNDQ3YsWMHampqUFdXB7fbDZ/Ph6amJjQ0NKChoQEejwehUAgtLS0Ih8NoaWmB3+9HQ0ODaruJF43KtvPGnIqrp1yQtN7ldGDh/Ntx1gXXKOuKi4vw3BN3Z+2BqCVhtt7n82Hz5s3weDzYuXMn6urqlBf2Ho8HXq8XgUAAwWAQgUAAXq8XHo8Hfr9f+WppaUEoFEIoFFK6tMUeqSX2WLRoERYvXgyPxwOPx4NgMIhwOIxgMIhQKLTPjzgsKiqCxWKB3W6Hw+GAzWbD1q1bVfdhj9QSe9x444249dZbUVxcjOLiYhQWFsJiscBms6GkpAQWiwVmsxlOpxOlpaVwOBxwOBwoKytDt27d4HQ6YbPZ4HK5UFZWBpvNxn8fHZDYY9myZSgoKIDL5ULPnj1RUVEBp9OJ8vJyOJ1OFHTicHz2SF9iDy3ewWSP9LHHHuyRG7/UHpFIRHm90lZHerz57keoq29Urbvn99M7/frt5b+/3e76xOu4dMaVk8fj7keeVo33n++uwOABB6e9jWz8+9AD3U7ALFiwQJl8cblc+OSTT5RPPzr66KMxefLuc90ee+wxTJs2Df3798/ZWDuipaUFLpcLwO6jfJxOJ8rKymC32+F0OpUXDS6XCy6XCw6HA+Xl5SgrK1NeSJhMJphMJlgsFpSUlCjLRUVFKCgoQEFBAeLxOKLRqPJCOxwOw+v1wuv1wu/3w+fzIRAIKC8gfT4fmpublRfzNTU1qK2tRXV1NRoaGpSPo8ukoqLs/fW94LwzcfjAg/HJ5/9RLqL14t/eQnVNHZYvXpT0QDp61Ano3bM7tm2vBgAce/ThGHRY9v6ONTW7Vctz587F3LlzNd0ne6SW2GPLli3YsmVLp7cXDocRDofhdrvx888/t3sf9kgtsQew+7E18Unv/kicJGCP1BJ7LF++XHWttrYKCwtRVVWFyspKWK1W5at1gsbhcMBkMqGkpAR2ux1WqxUmkwnV1dWq7bBHaok9Fi5ciJUrV8Jms6G0tBSlpaWwWq2w2+3KhGTr8wmz2YyioiKYzWZYLBZlQrOgoED5OWOxGPx+v2of7JFaYo9IJILa2lrl99r6u237+41Go4hEIohEIsr/F+FwGIFAAD6fT3k+FwgE0NTUhI0bN6r2wR6pJfYwmUzwer0wGAyIx+PKV9vff+ubim2fPzc1NcHtdivPnVufPweDQXz66aeqfbBHau31aGpqUl67tP69b30Dsbm5Wfk9BwIBuN1uNDY2orGxEU1NTaipqcGOHTuwc+dO1NfXt7vPjvRY9uEnquXTTjoGw4cO7vgPit3P/S68YnbS+rdffTIjk3RWqwUTxo3GYwtfUtatWP0Fbp55ZdrbSOzR9pOHaQ/dTsC8//77yp/79++v+gswdOhQ5c/xeBzr1q3LmwmYtofBxeNxNDU15c2nOBkMBjgcDnTv3h1VVVUoLy+Hy+VCSUmJ8m5yWVkZHA6H8k5065fVasW1116Ljz/+WNlecRZnVc8cOQKXXnguAODqmXdgwZ//BgD4YOUavPDXNzHpgnOSvieXRyc1NqkfAI1GI2w2G+x2OyoqKlBZWam8u+9wOFTv8rdO4rW+eLFarcoTabPZrEzWTZo0CStXrlT2wR6pJfaYPn06TjnlFNjtdthsNuVFS9vJ0OLiYhiNRuWFfCwWQyQSUY5AajsB6vV6cdNNN2HDhg3KPtgjtcQezzzzDE477TRlEqb1aCSv16s8WQ4Gg2hsbFSeLDc3N6Ourg41NTVwu93wer1obGyE271724lHMbFHaok9Ro8ejfLyctTX12P79u3KE2Ov14tIJIJt27Zh27Zt+7VP9kgtscemTZuwadOmFPfODPZILbHH7NmzMXt28ouwTGKP1BJ7TJ06FVOnTtV0n+yRmtY9CgsLYTAYVNeBSbdHPB7HOx+sVq07+4yTOj2WS665ud31o0ed0OltJjrpuKGqCZiP16xFKNSS9ic1JfYoKyvL2Nj0RLcTMNHonqswf/vtt2hublYmYb744gvVfS0WS1bHtj8cDgdCoRACgQACgQAaGhqUWXS32628KGt9IdDc3Iz6+no0NjYqLyRaZ4Fb3wkJhUJ7PULFaDSiqKgINpsNNpsNVqtVecFut9tht9uVF/Ktp0NUVFSgW7duqKysRGVlpfIivzOHjrcdR1vZfEegrftum4FX/vEOmt0eAMDcB5/ChePHaHIdic7y+QOq5aVLl2LUqFEZ3Ufif7jskVpijzFjxmS8x0MPqT8ykD1SS+zRq1evjH0aXjQahd/vx6hRo7BmzRplPXuklthjxowZ7f77CIVCqK2txfbt29HQ0KBcG8nv9ysTYq2nsLaeXun3+xEKhbBx40bVURfskVpijxtuuAF9+vSBx+NBQ0MDmpub4ff74Xa7UV9frxxJ4fP5VKdTBgKBlNesSsQeqSX2KCwsTPuoYoPBgKKiIuWr9Uil1udzFosFTqcTq1evVh0lxh6pJfbYl4KCAuXNldbnz1arFQ6HQzlS3eFwKM+lzWYzFi1apDpKlj1S21uPgoIC1ZuHZrNZ+V23vuFot9tRVlYGl8uF0tJSdOnSBT179lRew5SXl2PkyJFYsWLPR0in22P919+ieucu1bozR3bu2i9r123CK/9YmrR+5zcfdWp7qZw84mjlaC4A8PsDWPPvdTjxuKH7+M7dEnuUlJRkdHx6odsJmJNPPhlvvvkmAKCpqQnHHXccxo8fj8bGRjz77LPK/UpKSnD88cfnapgdZjAYlKNCnE4nunXrlpHtxmIxhMNh1cRV68TL/kyaZJLH41Ett/1ovGxyOR2YevkE3PPIQgDAdz9sw6uL38GF48fkZDztaWpW/660OASQPdLHHr+cHkajEXa7PelTE9gjtXR7mEwm9OrVC7169erwPoYMGYIvv/xSWWaP1BJ7jBs3DsOGDevwdlpPw4hGo4jFYsoTeoPBgBEjRmDt2j0fccoeqSX2WL16NYYOHYpIJKL8Xlu/gN0vOo1Go3KKUjqGDBmimoBhj9QSe6xYsQJDhgxRlltPB+tog7ZeffVV1TJ7pNZej+HDh2f09Utnn1999PG/VMu9e3bv1CcftbSEMXzUxKT1o087AV0ru3R4e3vTpbwUgwf0x1cb9lx896sNm9OegMnG8109kPHKWgPXXHMNjjnmGGX566+/xty5c/Hoo4/C5/MB2P2f1KOPPqpcU+WXrHWGvu059SaTSczkCwA0NqovYlXqcuRoJMB1V0+C1brnyKl7HlmY9jt9Wtt9vrH6WhYOR+Z/V+yRHvZgD4A9UmEP/fZoPfrCbDYr7/y3vvufeOo0e7QvVY+27+xbLBbV77f1lOGOPH/jv4/0tNejsrJS+d23/v3uTIO22CM9qXpk+vVLZ3vsqlN/39FHDuzU6Vq33/940qcLAcBfnrynw9tKR98De6qWEy8inEq2/j/XAzmvrjPMYrFgxYoVeOyxx3DyySejS5cuKCwshNlsRt++fTFp0iR89tlnmDJlyr43RiIkzkA77LYcjQSo6FKGyy8epyxv/OY7LP5n+xeNzDavz5+0TotDANkjPezBHgB7pMIe7AGwRyrswR4Ae6QivceRgw/BpRPPxdizTsWJxw3F4AEdv97o5/9ej3vnLUpaf9OMy9GlvLTD20vH8CGDMeb0EzFh3Ghcccl4DDliQFrfl60eemCIS5nGJNqLWCyG4uJi1SlSX370Nxw5+NAcjkqm737Yhn5Dz1Kt8/l8sFozdwgre6SPPWRhD1nYQxb2kIU9ZGEPWfTeIxKJYOipF6hOB2rVvPUzOBy5m5hrTzZ66IVuj4AhfWlqalI9+AFAhUYzv/kuGAwlrcv0habZI33sIQt7yMIesrCHLOwhC3vIovce8598vt3Jlwdunylu8gXITg+94AQM5YX2Pmrb6bBnfyB5IBhSPwCaTKaMf0Qge6SPPWRhD1nYQxb2kIU9ZGEPWfTc46f/7sBt9z+RtL6kxIJrLpug+f47Ixs99IITMJQX6urqVMsmUzFsNh7S1p5Awgy0FrPP7JE+9pCFPWRhD1nYQxb2kIU9ZNFrj3g8jmt/dyf87XzE9u+mXir270M2eugFJ2AoL7R+clUrW4mVs6opuD1e1bLdnvmZevZIH3vIwh6ysIcs7CELe8jCHrLotcfflryLt5etSlrvdNhx3TWTNN33/shGD73gBAzlhcSPgLPbeFXtVJrd6gdALT5mnT3Sxx6ysIcs7CELe8jCHrKwhyx67OF2e3HdLfe3e9uN1/0WLqfcj3XORg+94AQM5YUdO3aolqu6VeRoJPIlzkBr8RFw7JE+9pCFPWRhD1nYQxb2kIU9ZNFjj1vvfQzVO3clra/qXonpV12s6b73VzZ66AUnYCgv1NbWqpYrupTlaCTy7apTz9ZXVGT+Pwv2SB97yMIesrCHLOwhC3vIwh6y6K3HVxu+wWOLXm73tltmXgmLxazZvjMhGz30ghMwlBcSZ6B7VnXN0Ujk83jV56s6nc6M74M90scesrCHLOwhC3vIwh6ysIcseuoRj8cxbfY9SR95DQC9enTDby8ep8l+MykbPfSCEzCUFxoaGlTLZS7+o07Fl3DVdJvNlvF9sEf62EMW9pCFPWRhD1nYQxb2kEVPPV567S18/NmX7d5266yrYTIVa7LfTMpGD73gBAzlhZ07d6qWu3XtkqORyJeNczDZI33sIQt7yMIesrCHLOwhC3vIopceXq8fs29/pN3bBh3WD1MuOi/j+9QCrwGTPk7AUF6oq6tTLVeUl+ZoJPLtrFH/rrp2zfzhkuyRPvaQhT1kYQ9Z2EMW9pCFPWTRS4975y/Ejuradm+bd/cNMBqNGd+nFrLRQy84AUN5IfEiWF0ry3M0EvncHu3PwWSP9LGHLOwhC3vIwh6ysIcs7CGLHnr8sPW/ePjx59q9bexZp2LkScdkdH9aykYPveAEDOWFUCikWraYTTkaiXw1u+pVy1pchZw90scesrCHLOwhC3vIwh6ysIcseuhR6nJg7OhT2r3twTuuz+i+tJaNHnrBCRjKC7FYTLVcUMC/uu2JRqOorVNfMKyysjLj+2GP9LCHLOwhC3vIwh6ysIcs7CGLXnqUupx45ZmHUNVdPfbrrp6Efr86IKP70lK2eugF/1VTXrBYLKplr8+fo5HItv7rLQgEgqp1ffr0yfh+2CM97CELe8jCHrKwhyzsIQt7yKKnHgaDARPHjVaWS10OzJl1dcb3o6Vs9dCLAgCGXA+CaF8SL+RUvXNXjkYi23/Wf6Na7tOnD6qqqjK+H/ZID3vIwh6ysIcs7CELe8jCHrLorceAQw5S/nzb7GtQVppf10/JVg+94BEwlBd69OihWq5OuNI27Zb4AHjEEUdosh/2SA97yMIesrCHLOwhC3vIwh6y6K1H6wTMQX1745rLJmiyDy1lq4deFACI53oQRPvSpUsX1fKu+oYU9/xl+/zL9arlI488UpP9sEd62EMW9pCFPWRhD1nYQxb2kEVvPQ47+FcAdl94t7i4SJN9aClbPfSCR8BQXkg8jO2rDZtzNBK5vv1uKz7911eqdUcddZQm+2KPfWMPWdhDFvaQhT1kYQ9Z2EMWPfaw2ayYPHEsxp51qibb11I2e+gFJ2AoLwwfPly1/MGqz+H3B3I0GpkW/uU11XJZWRlGjhypyb7YY9/YQxb2kIU9ZGEPWdhDFvaQRa89Hrv/FhgM+Xdp1mz20AtOwFBeOOOMM2A0GpXlYDCEZR99msMRyRIOh/Hia2+p1l122WUwm82a7I899o49ZGEPWdhDFvaQhT1kYQ9Z9NzDZrNqsl0tZbuHXnAChvJCWVkZRowYoVr3yj+W5mg08tw3/5mkK7NPnjxZs/2xx96xhyzsIQt7yMIesrCHLOwhC3vIku0eesEJGMob48aNUy2/uvidpKtu/xJt3vIj7np4gWrd4MGDMXDgQE33yx7tYw9Z2EMW9pCFPWRhD1nYQxb2kCVXPfSAEzCUNyZMmICSkhJlOR6PY9atDyEe/+V+kFdDYzMmXD4LLS1hZZ3RaMSCBQv28l2ZwR7J2EMW9pCFPWRhD1nYQxb2kIU9ZMllDz3gBAzljcrKStx4442qdctXfIaXEs49/KWo3VWPU86ZkjQLP2PGDBxzzDGa75891NhDFvaQhT1kYQ9Z2EMW9pCFPWTJdQ89MMR/ydN3lHf8fj/69++Pn3/+WVlXVFSIN196HGeMPD6HI8uu9z5YjauvvxM//rRdtf6AAw7Axo0bVTP1WmKP3dhDFvaQhT1kYQ9Z2EMW9pCFPWSR0iPf8QgYyitWqxUPPfSQal04HMF5l0zHsg8/ydGosiMej2P919/i3Iv/D2eMvyrpwa9Hjx5YsmRJVh/82IM9pGAPWdhDFvaQhT1kYQ9Z2EMWiT3yHY+AobwTj8dxzTXXJJ1naDAYcOXk8bj799NRXubKzeAyzO32YtO3P+CNdz7Ea28sw7ffbW33fn369MH777+PPn36ZHeAYI/2sEd2sIcs7CELe8jCHrKwhyzsIUs+9MhnnIChvBSLxTBp0iS89NJLSbeVlTpx84wrMPE3Z6Gqe2UORpcsHo/D5wvA5/fD4/WjqdmN2roG1Dc0odntRSjUgmAohGa3F03NHmz54Sds/m5r0ke7tWfAgAF4++230bt37yz8JO1jjz3Yo+PYgz2yiT32YI+OYw/2yCb22IM9Ok7vPfIVJ2Aob4XDYUyaNAmvvvpqu7cbDAYcN+wIjDv7NBx79OE4sHcPdK0sR0FBemfexeNxhMMRBIJB+P1BeLw++PwB+PwBNDQ2o7pmF5rdXvh8fvgDQfj8ATQ1e+Dx+tDY5Ibb44U/EEQgGEJTswd+fyCTPz4qKipw77334tJLL4XRaMzotjuDPdiDPVJjD/Zgj9TYgz3YIzX2YA/20BdOwFBei0QieOihh3DnnXfC7/fv8/4mUzEO6FWFLmUuGI1GGI0FiEZjCIcj8Pn9CARD8Pr88Hh9CARCiMViWfgpOqZnz56YOHEibr75ZrhcrlwPR4U9XLkejgp7uHI9HBX2cOV6OCrs4cr1cFTYw5Xr4aiwhyvXw1FhD1euh6PCHq5cDye/xYl0YNu2bfHx48fHAejuy2AwxPv16xefNWtWfM2aNfFYLJbrX/c+sYcs7CELe8jCHrKwhyzsIQt7yMIe1Bk8AoZ0ZdWqVXj66afxxhtvwO1253o4KRUWFqKiogIVFRVwuVywWCwwmUxwOByw2+3o0aMHDj30UBx88ME46KCDYDKZcj3kTmEPWdhDFvaQhT1kYQ9Z2EMW9pCFPagjOAFDuhQKhbBs2TIsWbIEK1euxE8//YSWlpb93m5hYSFKSkpgt9vRvXt3lJeXo6SkBCUlJbBarXA6nXA4HHC5XMoDm8VigcPhQNeuXWG322G322E2m2EwGDLwk+YH9pCFPWRhD1nYQxb2kIU9ZGEPWdiD0sEJGPpFiMVi2LFjB7Zu3Ypt27bB4/EgGo0iHo+joKAAhYWFsFqtsFgssNlscDgcsFgsMJvNynq73c6Z4AxhD1nYQxb2kIU9ZGEPWdhDFvaQhT2oPZyAISIiIiIiIiLSWHqfh0VERERERERERJ3GCRgiIiIiIiIiIo1xAoaIiIiIiIiISGOcgCEiIiIiIiIi0hgnYIiIiIiIiIiINMYJGCIiIiIiIiIijXEChoiIiIiIiIhIY5yAISIiIiIiIiLSGCdgiIiIiIiIiIg0xgkYIiIiIiIiIiKNcQKGiIiIiIiIiEhjnIAhIiIiIiIiItIYJ2CIiIiIiIiIiDTGCRgiIiIiIiIiIo1xAoaIiIiIiIiISGOcgCEiIiIiIiIi0hgnYIiIiIiIiIiINFaY6wEQZUs8HsfWrVuxYcMG1NbWwuPxwOfzwefz4eSTT8bpp5+e6yH+orCHLOwhC3vIwh6ysIcs7CELe8jCHpTIEI/H47keBJEWIpEIli9fjmXLluHLL7/E2rVr0dzcnPL+8+fPh81mg8vlgs1mg9Vqhd1uR2lpKZxOJ+x2O4xGYxZ/An1hD1nYQxb2kIU9ZGEPWdhDFvaQhT1oXzgBQ7qzefNmPP3003j++eexa9eujG3XYDCgtLQUDocDJSUlsFgsKC4uRnFxMWw2GywWC8xmM4qLi2E0GlFQsPsMv1gshkgkgpaWFoTDYQSDQXg8Hvj9fvh8PgQCAeW2UCgEAHA4HKisrERlZSV69OiBnj17YsiQITj++OPhcDgy9jNlA3vIwh6ysIcs7CELe8jCHrKwhyzsQWmLE+nE1q1b42effXYcgG6/jEZj/Ljjjovfcccd8Zqamlz/yveKPWRhD1nYQxb2kIU9ZGEPWdhDFvagjuIEDOW9aDQaf/zxx+MlJSVpPYiUlTpz/kCWiS+bzRafM2dO3O125zqBCnuwh4Qv9pD1xR6yvthD1hd7yPpiD1lf7CHrS2qPfMJTkCivud1unHfeefjggw9S3ufoowZi9MgRGHLEABw56BD07NEN776/Gss++hTBUAiBQBAerx91DY3w+vxoavbA5w8gEAjB7fEiFotl8SfquMrKSsybNw8XXnhhrofCHmAPadhDFvaQhT1kYQ9Z2EMW9pBFUo98wwkYyluBQABnnHEGVq1alXRbl/JSTJ5wDq64ZDwO7ten0/uIxWJwe7zweHxobHajrr4JXp8fPn8AoVALQi0tCIVa4PX5EQzuXm5pCSMaiyIa3f3AaTQWwFhghMlUDKOxAGaTCQ57CawWC6xWM6wWM4qLi1BoLITJVAQAaGhsRl19E6prdmHHzl3Y+M13+PzL9QiHIynHOnv2bNx9990oLMzNh5uxhxp7sEdb7KHGHuzRFnuosQd7tMUeauzBHvmOEzCUl+LxOC666CK8/PLLSbddccl4PHDHTLic+rpYlM/nx6pPv8TL/3gbL/z1n+3OjJ977rl46aWXYLFYsjo29mCPXGMPWdhDFvaQhT1kYQ9Z2CN7otEoCgoKYDAYUt5Hco98xQkYykvz5s3DzJkzVesqK8rw4oL7cdrJx+ZoVNnz9Tff48a58/DmOx8l3XbOOedgyZIle30wzTT2YA9J2EMW9pCFPWRhD1nYQxb20E71zl0Yf+kMfPfjNhwz9HAce/ThOHPkCBwx6JCU3yOtR77iBAzlnerqavTr1w8+n09ZZ7eV4OOlf8HgAQfncGTZt/C51zB19l1JhwY+9dRTuOqqq7IyBvbYgz1kYQ9Z2EMW9pCFPWRhD1nYI7M+/fw/GD9lJnZU16rW33jdb3HvrTP2+f0SeuSzglwPgKij7rrrLtWDn8FgwEsL78+7B79MuGLyeCxfvAhOh121ftasWdi+fXtWxsAee7CHLOwhC3vIwh6ysIcs7CELe2RGPB7HffMX4YQxk5MmXwBgyOED0tqOhB75jBMwlFeqq6vx7LPPqtZddtF5OPuMk3MzIAFOPG4oXl74gGqdx+PBtGnTNN83eyRjD1nYQxb2kIU9ZGEPWdhDFvbYP41NzRh70f/iprnzEY1G273P0CPTm4ABctsj33EChvLKwoULEQwGleWiokLcfsO1ORyRDKNHnYDJE8eq1r3++uv4+uuvNd0ve7SPPWRhD1nYQxb2kIU9ZGEPWdijc9Z//S2GnnpBu9duaVVW6sQBvao6tN1c9ch3nIChvPLuu++qlif9z6/Rs0e3HI1Glkfumo3yMpdq3VNPPaXpPtkjNfaQhT1kYQ9Z2EMW9pCFPWRhj/TF43H86cXFGD7qQvywde+nBh01+NBOXUA3Fz3yHSdgKG94PB6sWbNGte78sWfkaDTylJU6ceXk8ap1L7zwgmrGPpPYY+/YQxb2kIU9ZGEPWdhDFvaQhT3S4/cHcNm0Objsf+cgEFD/biq6lCXdf8gR6Z9+1Fa2e+gBJ2Aob3zyySeqcxaLigpxwrFH5XBE8lw5+XzVcmNjI9544w1N9sUe+8YesrCHLOwhC3vIwh6ysIcs7LF3G77eguGjLsSfX16SdNuwowbh3x+8CpfTkbB+YKf3l80eesAJGMoba9euVS0POXwASkqsORqNTAf27oFTThimWvf+++9rsi/22Df2kIU9ZGEPWdhDFvaQhT1kYY/UXvn72xg2aiI2bNqSdNs1l12AlW89B58/gKZmt+q2YUcN6vQ+s9lDDzgBQ3nj559/Vi0f2r9PjkYi2+iRI1TL69at02Q/7JEe9pCFPWRhD1nYQxb2kIU9ZGEPtWg0ipvmzsPEK2YnnXJks1nxyqIH8cRDc2AyFeOTz/+jur2qe+V+X9MmWz30oDDXAyBKV319vWq5a2V5jkYi28BD+6mWN27ciHg83qkLa+0Ne6SHPWRhD1nYQxb2kIU9ZGEPWdhjj3g8jnGXXIc3ln6YdNvgAf3x12cfxsH99kwcJU7AHHf0Efs9hmz10AMeAUN5o6amRrVcXurKzUCEG3DoQaplj8eTNHufCeyRHvaQhT1kYQ9Z2EMW9pCFPWRhjz0MBgNcTnvS+gN798CaZS+rJl8A4OM16tOqjh9+5H6PIVs99IATMJQ3duzYoVqu6l6Zo5HI1qtHN5SUWFTrvvnmm4zvhz3Swx6ysIcs7CELe8jCHrKwhyzsoTb3pmkoLi5Srdu67Wf0GHAqGpualXW76hqwecuPqvsdP/yI/d5/tnroASdgKG94PB7VcmnC1btpN4PBgAN79VCtq62tzfh+2CM97CELe8jCHrKwhyzsIQt7yMIeagf0qsK1l01IWt/Q2IyR514Ovz+AaDSK1QlHv1itFhwx6JD93n+2eugBrwFDeSMWi6mWjUbOH6aSeBhiU1NTxvfBHuljD1nYQxb2kIU9ZGEPWdhDFvZQu+X6K/Hhx5/jqw2bVevXrtuE+U89jzffWQGf36+67dijD0dRkfrImc7KRg894AQM5Y3i4mLVcks4nKORyJeNB0D2SB97yMIesrCHLOwhC3vIwh6y/BJ7NDQ2Y2dNHZqa3QgEQ4jH4zCbTejVoxt6VnXF/bfNxJnnX5X0fbfc9cd2t3fScUMzNjZOwKSHEzCUNxIfAEMh/oeUitWiPgczEAhkfB/skT72kIU9ZGEPWdhDFvaQhT1k0XuPaDSKNV+sw7/WbsC/v/oan32xDlu+/ynl/YuKCgF07FOHTjj2qP0c5R7Z6KEDBk7AUN6w2Wyq5cRD6GgPi8WkWtbiAZA90scesrCHLOwhC3vIwh6ysIcseu3x40/b8acXl+BPLy3G9h01+/6G/y8cjnRoP1Mvn4iTjj+6o8NLKRs99IATMJQ3zGazajkQDOVoJPIVFar/aYc1OFySPdLHHrKwhyzsIQt7yMIesrCHLHrrsXTZKtw7fxFWffpvTbZvMBgQj8cBANOvuhjz7rkBBkPHjpjZm2z00IE4J2Aob9jt6vMK3W5vjkYiX2GhUbUcjUYzvg/2SB97yMIesrCHLOwhC3vIwh6y6KXHdz9sw/VzHsQbSz9M+3tsNiusFjMKCgrg9vjg9+/7aJPWyZdD+vXBjGsvyejkC5CdHnrACRjKG1arVbXMdwRSS3xAbX3AzST2SB97yMIesrCHLOwhC3vIwh6y5HsPvz+AOfc8hkcXvrjX04cO7d8Xw4YMwrCjBuGYoYMx8NB+KC7e88lFn3y+FsefOSnt/X6z5UcMOv48PPnwHFw4fkzGJmKy0UMPOAFDecOScGEnfyCYo5HIl+kZ7fawR/rYQxb2kIU9ZGEPWdhDFvaQJZ97/LD1vzhv0nSs2/htu7e7nA5cdP4Y/PbicThy8KEptxOLxXDdzfe3e9uwIYNw+snHYdELf8fOmjrVbR6vDxdfdSOWffQpFjxyG0ym4na30RHZ6KEHnIChvJH4ABgKteRoJASwhzTsIQt7yMIesrCHLOwhC3vIokWPf/9nI848/2rU1Tcm3VbRpQz3zpmOi//n12lNiry6+B3868sN7W7n9RceRbeuXXDTjMvxhwUv4L75z8DtUZ9C9dzLr+P7H/+LJS/8EeVlrk7/TJS+glwPgChdRUVFquUIzytMKRuH/LFH+thDFvaQhT1kYQ9Z2EMW9pAlH3usWP0vnHzOlKTJl+LiIvxu2qXY8sVb+O2k36Q1+dLSEsbv7/5ju7c9Pe82dOvaBQBgtVpw04wr8P2XSzHpgl8n3ffjz77E+VNmIhLp2KcoJeIpR+nR9QRMPB7Hiy++iNNOOw3l5eUoLi5GVVUVzj//fHz66ae5Hh51UOJhbbFYTLN9ffTx5zCUDUz6MnYZDNeBx+Kok8/HDbc/gp01dWhqdqPHgFOV+7gOPBY7qmuTtvnVhm9QVHmEcr8jTvyNZlcHj0bVvxuj0Zjinp3HHuljD/Zgj9TYgz3YIzX2YA/2SC3fevz03x34zeQZ8HrVH2V92MG/wlcr/44H5/4OToc9xXcnW/Dnv+KHrduT1l/8P2fj3DEjk9Z3KS/FX568F68sehAlJeojez5c9Tlm3fpw2vtuTzZ66IFuJ2AikQh+85vf4OKLL8b777+PhoYGhMNhVFdX47XXXsPxxx+PRx99NNfDpA6QcF5hLBZDs9uDtes24YE/PosjTx4Pj8eHBY/cqtyn2e3B1Nl3qb4vGo3it/93qzKzXFRUiD8/fnfSrHqmJF51PBv/IeUCe+zBHuljD/bIBfbYgz3Sxx7skQvssUemeni9fpw3aTrqG5pU60eedAw+e+8lHNK/b4e253Z78X833pu0vs8BPfH4A7/f6/deMG40Vi99Ht27VajWz3/qeSz6y2sdGkdb2eihB7qdgHnkkUewePFiZfnss8/GHXfcgZEjd88GxuNxXHfddVizZk2uhkgdlDjjnM3/oC4470w8eMf1mPO7qzHosH7K+p01dZj35PM4+4yTMXniWGX9krc+wGuvv6csP/L4c/j3f75Wlm+ZeSWOGHSIZuMNJxxCqMV/fOyRPvZgD/ZIjT3Ygz1SYw/2YI/U8qVHNBrFxCtmYe26Tar1Y04/EW+98gTs9pIOb/Ouhxe0u/7ZR+fC4bDt8/sPH3gIFv/lD6pPUwKAa2fdhf+s/6bD4wGy00MPdDsB86c//Un584gRI/Dmm2/i1ltvxXvvvYfDDjsMwO5/UPfcc0+uhkgdlHheYTb/Qzpz5Aj87n+nYO7N07Dq7b+oHqy+3vw9AGD+PTegqnulsn7aDXejsakZ3/2wDbfd/4Sy/ohBh+DmmVdoOt6WFvWhnsXF+39l80TskT72YA/2SI092IM9UmMP9mCP1PKlxzPP/wP/fHeFat3B/frgxafv79SnD+2sqcODj/4paf01l12Ak0cMS3s7w4cOxtPzbletC4cjmHXrQx0eE5CdHnqg2wmYH374Qfnz4Ycfrvy5oKAAAwcOVJbfe++9/b7gEGVH4gy0sSA3f32dDjtsJVZluUu5C8Duj4t7et5tyvqa2nrMuOUBXDnjdgT+/0fW7T4U8y7NZ4QjEfUhgNl4R4A9UmMP9mCP1NiDPdgjNfZgD/ZILR96BAJB3PnQU6p1ZaVOvPHiox263ktb502a3u76B26/vsPbmjxxLGZeO1m1bvmKz/DJmrUd3lY2euiBbidgnE6n8uf169crf47H49i4caOyHAwG8d1332V1bNQ5iRfwKizM/nmFbrcXf1zwAhoam5V1/3Pumcqfx5x+Ei6deK6y/NzLr+PDVZ8ry7+//iocPlC7QzFbZeMQQPZIH3vsxh7ZxR5t9sEeaWOP3dgju9ijzT7YI2350OOJZ17B9h01qnUvPHUf+h90YKfGs2nz9/jsi6+S1q9Z9jJsNms737Fvd948TXVUEwDc9fDTHd4OT0FKj24nYH796z0fsbVy5UqMHTsWd955J8444wzVBAwANDYmfwY7yRMMBlXLFrM5a/ueMu33MJQNhPPAYzD9pvsA7P5ItwfvuB7njD5Fdd9598xGj+5dk7Zx5OBDNT8Us1U4rH4ALCwszPg+2CN9He0Rj8cRCoXg8/mUL7/fj5aWlpQf8cce6UvsocVF4tgjfXy82oM9tMceydgjfeyxB3vsm9frx31/eEa17tQTh+PM00Z0ejyHHTs2ad3kiWMxbMigTm/TarVg1rQpqnVLl6/Cuo2bO7SdbPTQA93+Vu655x589NFHyqlIb7zxBt54441275tP56fF43G43W6YzWYUFxeLuFL6vsTjcQSDQbjdbjQ0NGDHjh2oqalBXV0d3G43fD4fmpqa0NDQgIaGBng8HoRCIbS0tCAcDqOlpQV+vx8NDQ2q7SZeNCrbzhtzKq6eckHSepfTgYXzb8dZF1yjrCsuLsJzT9ydtQeiloTZep/Ph82bN8Pj8WDnzp2oq6tTXth7PB54vV4EAgEEg0EEAgF4vV54PB74/X7lq6WlBaFQCKFQSOnSFnuklthj0aJFWLx4MTweDzweD4LBIMLhMILBIEKh0D4/4rCoqAgWiwV2ux0OhwM2mw1bt25V3Yc9UkvsceONN+LWW29FcXExiouLUVhYCIvFApvNhpKSElgsFpjNZjidTpSWlsLhcMDhcKCsrAzdunWD0+mEzWaDy+VCWVkZbDYb/310QGKPZcuWoaCgAC6XCz179kRFRQWcTifKy8vhdDpR0InD8dkjfYk9tHgHkz3Sxx57sEdu/FJ7RCIR5fVKWx3p8ea7H6GuXv1G/z2/n97p128v//3tdtcnXselM66cPB53P/K0arz/fHcFBg84OO1tZOPfhx7odgKma9eu+OKLL3DvvfdiyZIl+Omnn1BaWoqhQ4di4MCBuP/++5X7VlVV5XCkHdPS0gKXywVg90WgnE4nysrKYLfb4XQ6lRcNLpcLLpcLDocD5eXlKCsrU15ImEwmmEwmWCwWlJSUKMtFRUUoKChAQUEB4vE4otGo8kI7HA7D6/XC6/XC7/fD5/MhEAgoLyB9Ph+am5uVF/M1NTWora1FdXU1GhoaNLnOTlFR9v76XnDemTh84MH45PP/KBfRevFvb6G6pg7LFy9KeiAdPeoE9O7ZHdu2VwMAjj36cAw6rH/WxtvU7FYtz507F3PnztV0n+yRWmKPLVu2YMuWLZ3eXjgcRjgchtvtxs8//9zufdgjtcQewO7H1sQnvfsjcZKAPVJL7LF8+XIsX7683fsWFhaiqqoKlZWVsFqtylfrBI3D4YDJZEJJSQnsdjusVitMJhOqq6tV22GP1BJ7LFy4ECtXroTNZkNpaSlKS0thtVpht9uVCcnW5xNmsxlFRUUwm82wWCzKhGZBQYHyc8ZiMfj9ftU+2CO1xB6RSAS1tbXK77X1d9v29xuNRhGJRBCJRJT/L8LhMAKBAHw+n/J8LhAIoKmpKenIcPZILbGHyWSC1+uFwWBAPB5Xvtr+/lvfVGz7/LmpqQlut1t57tz6/DkYDOLTTz9V7YM9UmuvR1NTk/LapfXvfesbiM3NzcrvORAIwO12o7GxEY2NjWhqakJNTQ127NiBnTt3or6+vt19dqTHsg8/US2fdtIxGD50cMd/UOx+7nfhFbOT1r/96pMZmaSzWi2YMG40Hlv4krJuxeovcPPMK9PeRmKPtpcEoT10OwEDAKWlpXjggQfwwAMPqNZPmzZN+fMBBxyA7t27Z3tondb2MLh4PI6mpiY0NTXlbkAdYDAY4HA40L17d1RVVaG8vBwulwslJSXKu8llZWVwOBzKO9GtX1arFddeey0+/vhjZXvFWZxVPXPkCFx64bkAgKtn3oEFf/4bAOCDlWvwwl/fxKQLzkn6nlwendTYpH4ANBqNsNlssNvtqKioQGVlpfLuvsPhUL3L3zqJ1/rixWq1Kk+kzWazMlk3adIkrFy5UtkHe6SW2GP69Ok45ZRTYLfbYbPZlBctbSdDi4uLYTQalRfysVgMkUhEOQKp7QSo1+vFTTfdhA0bNij7YI/UEns888wzOO2005RJmNajkbxer/JkORgMorGxUXmy3NzcjLq6OtTU1MDtdsPr9aKxsRFu9+5tJx7FxB6pJfYYPXo0ysvLUV9fj+3btytPjL1eLyKRCLZt24Zt27bt1z7ZI7XEHps2bcKmTZtS3Dsz2CO1xB6zZ8/G7NnJL8IyiT1SS+wxdepUTJ06VdN9skdqWvcoLCyEwWBQXQcm3R7xeBzvfLBate7sM07q9FguuebmdtePHnVCp7eZ6KTjhqomYD5esxahUEvan9SU2KOsrCxjY9MT3U7AxGIxuN1u5WiRVqtWrcLTT++5qNCUKVOQTxwOB0KhEAKBAAKBABoaGpRZdLfbrbwoa30h0NzcjPr6ejQ2NiovJFpngVvfCQmFQns9QsVoNKKoqAg2mw02mw1Wq1V5wW6322G325UX8q2nQ1RUVKBbt26orKxEZWWl8iK/M4eOtx1HW9l8R6Ct+26bgVf+8Q6a3R4AwNwHn8KF48doch2JzvL5A6rlpUuXYtSoURndR+J/uOyRWmKPMWPGZLzHQw+pPzKQPVJL7NGrVy/07t07I9uORqPw+/0YNWoU1qxZo6xnj9QSe8yYMaPdfx+hUAi1tbXYvn07GhoalGsj+f1+ZUKs9RTW1tMr/X4/QqEQNm7cqDrqgj1SS+xxww03oE+fPvB4PGhoaEBzczP8fj/cbjfq6+uVIyl8Pp/qdMpAIJDymlWJ2CO1xB6FhYVpH1VsMBhQVFSkfLUeqdT6fM5iscDpdGL16tWqo8TYI7XEHvtSUFCgvLnS+vzZarXC4XAoR6o7HA7lubTZbMaiRYtUR8myR2p761FQUKB689BsNiu/69Y3HO12O8rKyuByuVBaWoouXbqgZ8+eymuY8vJyjBw5EitW7PkI6XR7rP/6W1Tv3KVad+bIzl37Ze26TXjlH0uT1u/85qNObS+Vk0ccrRzNBQB+fwBr/r0OJx43NK3vT+xRUlKS0fHphW4nYPx+P7p164bTTz8dhx12GEwmE9avX4/XX39deWeyb9++mDFjRo5H2jEGg0E5KsTpdKJbt24Z2W4sFkM4HEY0uufjw1onXvZn0iSTPB6ParntR+Nlk8vpwNTLJ+CeRxYCAL77YRteXfwOLhw/JifjaU9Ts/p3pcUhgOyRPvb45fQwGo2w2+1Jn5rAHqml28NkMqFXr17o1atXh/cxZMgQfPnll8oye6SW2GPcuHEYNmxYh7fTehpGNBpFLBZTntAbDAaMGDECa9fu+YhT9kgtscfq1asxdOhQRCIR5ffa+gXsftFpNBqVU5TSMWTIENUEDHuklthjxYoVGDJkiLLcejpYRxu09eqrr6qW2SO19noMHz48o69fOvv86qOP/6Va7t2ze6c++ailJYzhoyYmrR992gnoWtmlw9vbmy7lpRg8oD++2rDn4rtfbdic9gRMNp7v6oGMV9YaCYVCePPNN3H//fdj7ty5WLx4sTL58qtf/QpLly6Fw+HI8ShlaJ2hb3tOvclkEjP5AiR/WlWpK3ftrrt6EqxWi7J8zyML036nT2u7zzdWX8tCi7/n7JEe9mAPgD1SYQ/99mg9+sJsNivv/Le++5946jR7tC9Vj7bv7FssFtXvt/WU4Y48f+O/j/S016OyslL53bf+/e5Mg7bYIz2pemT69Utne+yqU3/f0UcO7NTpWrff/3jSpwsBwF+evKfD20pH3wN7qpYTLyKcSrb+P9cDOa+uM8xsNuOGG27AMcccg65du6KoqAilpaU4/vjj8fDDD2P9+vXo3z97F4mi/Zc4A+2w23I0EqCiSxkuv3icsrzxm++w+J/tXzQy27w+f9I6LQ4BZI/0sAd7AOyRCnuwB8AeqbAHewDskYr0HkcOPgSXTjwXY886FSceNxSDB3T8defn/16Pe+ctSlp/04zL0aW8tMPbS8fwIYMx5vQTMWHcaFxxyXgMOWJAWt+XrR56YIhLmcYk2otYLIbi4mLVKVJffvQ3HDn40ByOSqbvftiGfkPPUq3z+XywWjN3CCt7pI89ZGEPWdhDFvaQhT1kYQ9Z9N4jEolg6KkXqE4HatW89TM4HLmbmGtPNnrohW6PgCF9aWpqUj34AUCFRjO/+S4YDCWts1gs7dyz89gjfewhC3vIwh6ysIcs7CELe8ii9x7zn3y+3cmXB26fKW7yBchOD73gBAzlhfY+atvpsGd/IHkgGFI/AJpMpox/RCB7pI89ZGEPWdhDFvaQhT1kYQ9Z9Nzjp//uwG33P5G0vqTEgmsum6D5/jsjGz30ghMwlBfq6upUyyZTMWw2HtLWnkDCDLQWs8/skT72kIU9ZGEPWdhDFvaQhT1k0WuPeDyOa393J/ztfMT276ZeKvbvQzZ66AUnYCgv+Hw+1bKtxMpZ1RTcHq9q2W7P/Ew9e6SPPWRhD1nYQxb2kIU9ZGEPWfTa429L3sXby1YlrXc67Ljumkma7nt/ZKOHXnAChvJC4kfA2W28qnYqzW71A6DL5cr4PtgjfewhC3vIwh6ysIcs7CELe8iixx5utxfX3XJ/u7fdeN1v4XLK/VjnbPTQC07AUF7YsWOHarmqW0WORiJf4gy0Fh8Bxx7pYw9Z2EMW9pCFPWRhD1nYQxY99rj13sdQvXNX0vqq7pWYftXFmu57f2Wjh15wAobyQm1trWq5oktZjkYi36469Wx9RUXm/7Ngj/SxhyzsIQt7yMIesrCHLOwhi956fLXhGzy26OV2b7tl5pWwWMya7TsTstFDLzgBQ3khcQa6Z1XXHI1EPo9Xfb6q0+nM+D7YI33sIQt7yMIesrCHLOwhC3vIoqce8Xgc02bfk/SR1wDQq0c3/PbicZrsN5Oy0UMvOAFDeaGhoUG1XObiP+pUfAlXTbfZbBnfB3ukjz1kYQ9Z2EMW9pCFPWRhD1n01OOl197Cx5992e5tt866GiZTsSb7zaRs9NALTsBQXti5c6dquVvXLjkaiXzZOAeTPdLHHrKwhyzsIQt7yMIesrCHLHrp4fX6Mfv2R9q9bdBh/TDlovMyvk8t8Bow6SsAwM82I/Hq6upUyxXlpTkaiXw7a9S/q65dM3+4JHukjz1kYQ9Z2EMW9pCFPWRhD1n00uPe+Quxo7q23dvm3X0DjEZjxvephWz00AseAUN5IfEiWF0ry3M0EvncHu3PwWSP9LGHLOwhC3vIwh6ysIcs7CGLHnr8sPW/ePjx59q9bexZp2LkScdkdH9aykYPveAEDOWFUCikWraYTTkaiXw1u+pVy1pchZw90scesrCHLOwhC3vIwh6ysIcseuhR6nJg7OhT2r3twTuuz+i+tJaNHnpRACCe60EQ7UssFlMtFxRw7rA90WgUtXXqC4ZVVlZmfD/skR72kIU9ZGEPWdhDFvaQhT1k0UuPUpcTrzzzEKq6q8d+3dWT0O9XB2R0X1rKVg+94L9qygsWi0W17PX5czQS2dZ/vQWBQFC1rk+fPhnfD3ukhz1kYQ9Z2EMW9pCFPWRhD1n01MNgMGDiuNHKcqnLgTmzrs74frSUrR56wQkYyguJF3Kq3rkrRyOR7T/rv1Et9+nTB1VVVRnfD3ukhz1kYQ9Z2EMW9pCFPWRhD1n01mPAIQcpf75t9jUoK82v66dkq4decAKG8kKPHj1Uy9UJV9qm3RIfAI844ghN9sMe6WEPWdhDFvaQhT1kYQ9Z2EMWvfVonYA5qG9vXHPZBE32oaVs9dALTsBQXujSpYtqeVd9Q4p7/rJ9/uV61fKRRx6pyX7YIz3sIQt7yMIesrCHLOwhC3vIorcehx38KwC7L7xbXFykyT60lK0eesEJGMoLiYexfbVhc45GIte3323Fp//6SrXuqKOO0mRf7LFv7CELe8jCHrKwhyzsIQt7yKLHHjabFZMnjsXYs07VZPtaymYPveAEDOWF4cOHq5Y/WPU5/P5AjkYj08K/vKZaLisrw8iRIzXZF3vsG3vIwh6ysIcs7CELe8jCHrLotcdj998Cg8Ggyba1lM0eesEJGMoLZ5xxBoxGo7IcDIaw7KNPczgiWcLhMF587S3Vussuuwxms1mT/bHH3rGHLOwhC3vIwh6ysIcs7CGLnnvYbFZNtqulbPfQC07AUF4oKyvDiBEjVOte+cfSHI1GnvvmP5N0ZfbJkydrtj/22Dv2kIU9ZGEPWdhDFvaQhT1kYQ9Zst1DLzgBQ3lj3LhxquVXF7+TdNXtX6LNW37EXQ8vUK0bPHgwBg4cqOl+2aN97CELe8jCHrKwhyzsIQt7yMIesuSqhx5wAobyxoQJE1BSUqIsx+NxzLr1IcTj8RyOKrcaGpsx4fJZaGkJK+uMRiMWLFiwl+/KDPZIxh6ysIcs7CELe8jCHrKwhyzsIUsue+gBJ2Aob1RWVuLGG29UrVu+4jO8lHDu4S9F7a56nHLOlKRZ+BkzZuCYY47RfP/socYesrCHLOwhC3vIwh6ysIcs7CFLrnvogSH+S56+o7zj9/vRv39//Pzzz8q6oqJCvPnS4zhj5PE5HFl2vffBalx9/Z348aftqvUHHHAANm7cqJqp1xJ77MYesrCHLOwhC3vIwh6ysIcs7CGLlB75jkfAUF6xWq146KGHVOvC4QjOu2Q6ln34SY5GlR3xeBzrv/4W5178fzhj/FVJD349evTAkiVLsvrgxx7sIQV7yMIesrCHLOwhC3vIwh6ySOyR73gEDOWdeDyOa665Juk8Q4PBgCsnj8fdv5+O8jJXbgaXYW63F5u+/QFvvPMhXntjGb79bmu79+vTpw/ef/999OnTJ7sDBHu0hz2ygz1kYQ9Z2EMW9pCFPWRhD1nyoUc+4wQM5aVYLIZJkybhpZdeSrqtrNSJm2dcgYm/OQtV3StzMLpk8XgcPl8APr8fHq8fTc1u1NY1oL6hCc1uL0KhFgRDITS7vWhq9mDLDz9h83dbkz7arT0DBgzA22+/jd69e2fhJ2kfe+zBHh3HHuyRTeyxB3t0HHuwRzaxxx7s0XF675GvOAFDeSscDmPSpEl49dVX273dYDDguGFHYNzZp+HYow/Hgb17oGtlOQoK0jvzLh6PIxyOIBAMwu8PwuP1wecPwOcPoKGxGdU1u9Ds9sLn88MfCMLnD6Cp2QOP14fGJjfcHi/8gSACwRCamj3w+wOZ/PFRUVGBe++9F5deeimMRmNGt90Z7MEe7JEae7AHe6TGHuzBHqmxB3uwh75wAobyWiQSwUMPPYQ777wTfr9/n/c3mYpxQK8qdClzwWg0wmgsQDQaQzgcgc/vRyAYgtfnh8frQyAQQiwWy8JP0TE9e/bExIkTcfPNN8PlcuV6OCrs4cr1cFTYw5Xr4aiwhyvXw1FhD1euh6PCHq5cD0eFPVy5Ho4Ke7hyPRwV9nDlejj5LU6kA9u2bYuPHz8+DkB3XwaDId6vX7/4rFmz4mvWrInHYrFc/7r3iT1kYQ9Z2EMW9pCFPWRhD1nYQxb2oM7gETCkK6tWrcLTTz+NN954A263O9fDSamwsBAVFRWoqKiAy+WCxWKByWSCw+GA3W5Hjx49cOihh+Lggw/GQQcdBJPJlOshdwp7yMIesrCHLOwhC3vIwh6ysIcs7EEdwQkY0qVQKIRly5ZhyZIlWLlyJX766Se0tLTs93YLCwtRUlICu92O7t27o7y8HCUlJSgpKYHVaoXT6YTD4YDL5VIe2CwWCxwOB7p27Qq73Q673Q6z2QyDwZCBnzQ/sIcs7CELe8jCHrKwhyzsIQt7yMIelA5OwNAvQiwWw44dO7B161Zs27YNHo8H0WgU8XgcBQUFKCwshNVqhcVigc1mg8PhgMVigdlsVtbb7XbOBGcIe8jCHrKwhyzsIQt7yMIesrCHLOxB7eEEDBERERERERGRxtL7PCwiIiIiIiIiIuo0TsAQEREREREREWmMEzBERERERERERBrjBAwRERERERERkcY4AUNEREREREREpDFOwBARERERERERaYwTMEREREREREREGuMEDBERERERERGRxjgBQ0RERERERESkMU7AEBERERERERFpjBMwREREREREREQa4wQMEREREREREZHGOAFDRERERERERKQxTsAQEREREREREWmMEzBERERERERERBrjBAwRERERERERkcY4AUNEREREREREpDFOwBARERERERERaYwTMEREREREREREGuMEDBERERERERGRxjgBQ0RERERERESkMU7AEBERERERERFpjBMwREREREREREQa4wQMEREREREREZHGOAFDRERERERERKQxTsAQEREREREREWmMEzBERERERERERBrjBAwRERERERERkcY4AUNEREREREREpDFOwBARERERERERaYwTMEREREREREREGuMEDBERERERERGRxjgBQ0RERERERESkMU7AEBERERERERFpjBMwRERERERERETaMnAChoiIiIiIiIhIY5yAISIiIiIiIiLSVpwTMEREREREREREGuMEDBERERERERGRxjgBQ0RERERERESkMU7AEBERERERERFpjBMwREREREREREQa4wQMEREREREREZHGOAFDRERERERERKQxTsAQEREREREREWmMEzBERERERERERBrjBAwRERERERERkcY4AUNEREREREREpDFOwBARERERERERaYwTMEREREREREREGuMEDBERERERERGRxjgBQ0RERERERESkMU7AEBERERERERFpjBMwREREREREREQa4wQMEREREREREZHGOAFDRERERERERKQxTsAQEREREREREWmMEzBERERERERERBrjBAwRERERERERkcY4AUNEREREREREpDFOwBARERERERERaYwTMEREREREREREGuMEDBERERERERGRxjgBQ0RERERERESksQIAhlwPgoiIiIiIiIhIz3gEDBERERERERGRxgoAxHM9CCIiIiIiIiIiPeMRMHsY2nxR7rFF5vF3mnn8fWYH/+5mHn+n2cPfc/bx73fu8Pl09vF3nV38+515v6jHjf8H1rAWUbkkRV8AAAAASUVORK5CYII=\n"
},
"metadata": {}
}
],
"source": [
"import pennylane as qml\n",
"\n",
"dev = qml.device(\"default.qubit\", wires=10)\n",
"\n",
"@qml.qnode(dev)\n",
"def circuit(params):\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" return qml.expval(qml.PauliZ(0)), qml.expval(qml.PauliZ(1)), qml.expval(qml.PauliZ(2)), qml.expval(qml.PauliZ(3)), qml.expval(qml.PauliZ(4)), qml.expval(qml.PauliZ(5)), qml.expval(qml.PauliZ(6)), qml.expval(qml.PauliZ(7)), qml.expval(qml.PauliZ(8)), qml.expval(qml.PauliZ(9))\n",
"params =[0]\n",
"\n",
"print(qml.draw_mpl(circuit, style='sketch')(params))"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 0
},
"id": "ovTzqCRW3ot6",
"outputId": "4d5f5c41-f829-42b1-f11f-80844fd85947",
"tags": []
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"{'resources': Resources(num_wires=10, num_gates=80, gate_types=defaultdict(<class 'int'>, {'RY': 80}), gate_sizes=defaultdict(<class 'int'>, {1: 80}), depth=8, shots=Shots(total_shots=None, shot_vector=())),\n",
" 'num_observables': 10,\n",
" 'num_diagonalizing_gates': 0,\n",
" 'num_trainable_params': 0,\n",
" 'num_device_wires': 10,\n",
" 'device_name': 'default.qubit',\n",
" 'expansion_strategy': 'gradient',\n",
" 'gradient_options': {},\n",
" 'interface': 'auto',\n",
" 'diff_method': 'best',\n",
" 'gradient_fn': 'backprop'}"
]
},
"metadata": {},
"execution_count": 9
}
],
"source": [
"qml.specs(circuit)(params)"
]
}
],
"metadata": {
"colab": {
"provenance": []
},
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.8"
}
},
"nbformat": 4,
"nbformat_minor": 0
}