From 2927cc86a1bca4c9fe444e9267e2876841238107 Mon Sep 17 00:00:00 2001 From: Ted Sanders Date: Mon, 11 Jul 2022 17:12:44 -0700 Subject: [PATCH] adds data download from CDN with precomputed embeddings --- examples/Visualizing_embeddings_in_2D.ipynb | 28 ++++++++++++--------- 1 file changed, 16 insertions(+), 12 deletions(-) diff --git a/examples/Visualizing_embeddings_in_2D.ipynb b/examples/Visualizing_embeddings_in_2D.ipynb index acb6b886..e3ce651e 100644 --- a/examples/Visualizing_embeddings_in_2D.ipynb +++ b/examples/Visualizing_embeddings_in_2D.ipynb @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 1, "metadata": {}, "outputs": [ { @@ -29,7 +29,7 @@ "(1000, 2)" ] }, - "execution_count": 19, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" } @@ -39,7 +39,8 @@ "from sklearn.manifold import TSNE\n", "\n", "# Load the embeddings\n", - "df = pd.read_csv('output/embedded_1k_reviews.csv')\n", + "datafile_path = \"https://cdn.openai.com/API/examples/data/fine_food_reviews_with_embeddings_1k.csv\" # for your convenience, we precomputed the embeddings\n", + "df = pd.read_csv(datafile_path)\n", "\n", "# Convert to a list of lists of floats\n", "matrix = df.babbage_similarity.apply(eval).to_list()\n", @@ -68,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -77,13 +78,13 @@ "Text(0.5, 1.0, 'Amazon ratings visualized in language using t-SNE')" ] }, - "execution_count": 20, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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GdV0CngDT2Wl8po9dg7vonehlbcvaV7vLFc6RipCv8JojHopTNZmk6Qc/Irq/F0/BAk0jUqfTbGSgvgCR1WA0w/zJwFgM3vlOmJiA3l7IZkHToLsb3vte6LrQ8reXP+lCmvHUOIVSAdd1KZQKcy/bol2kUCqQzCdxXZfj08crQv51REXIV3htkcthHjvG7b/cR2rrLhAaOZ8XD3mWjRXwPfwcrK+DJb3gvQL8NywU9NdeC62tyoWyvx/q62HzZli9euF6FRZgaAYFq0DAG8B2bRBwotaEQOC6Lj7TR6FUQNf0V7m3Fc6HipCv8NphagoefBDSaWp39RBJO2SrA8hAkJAfjFwAcTQNPTOw/Goo7gVPNxh1J9sQQgn5D3/41TuO1yGxUIx4OM50dpqqYBVO2sExHKSU+Ewfhm4Q8oaoCdbQGet8tbtb4TyoCPkKrx1+9SvlCdPcDKaJ6fVTZQGuBKEpAS4dKDjqOzrYYwuFfIULwufxcdfau5jOTpOzcmSLWYLeILlSjrA3TFWwisZII90N3XTFK2av1xMVIV/htUE2qwKWmpuVd0xrK4yMKC+ZXB58LuRsqA/B0hOapARxDgFSFc6Jm5bfxHBymIf3P0w8GGcoNUSVrwpd1/F7/KxsXsnHb/w4HsPzane1wnlQEfIVXhvoZTuv66rJ0je/GQYHVWqCtAWGA1VeuOEqWL0U3AwIE8zWV7fflxEBb4CPXv9RVjWs4ukjTzOTnWEiPUFVoIrbVt7G5iWbqQnWvNrdrHCeVIR8hdcGPh8sWwZHj0JjIzQ1Kbv6Qw8pH/fGWljvh9s6wJwCghC6GzT/q93zywohBNcuvZarO68mVUjhNbwEvcFXu1sVLoKKkK/w2uH66yGXU2kJtLIN/k//VHnGSKleBO4sSBf0mrJdvsLLgaEbFa39MqEi5Cu8skipcsmMjKh0wI2Nyv7u86nP296mUgQXClBVBcFTtEi9IngqVDgfKkK+witHJgP/+q/w9NNqktXjUYJ93Tr4tV+DpUuV9l5b+2r3tEKFy4aKkK/wylAowFe/Co88AtPT6ns2qzJFTk7C6Cj80R9BQ8Or3dPzZrRUZNqxCWga9YaHYCVYqMJriIqQr/DK0NMDjz+uAp6GhiCRUKabZBLicZXz/cc/hk9+8tXu6TmTcmweSk+xr5gj5zr4hKDTE+COUDUdnsqEcIXXBhUhX+GVYds2NamayajkYbquJldP/DY7C0eOqO+BwMJtpQQcQD/31ASyBFYvWMdAC4B3JRiXbpRgSZdfZmZ4MZ8m6dhql8CsmyZhl/iN2mYieuXxqvDqU7kLK7wypFLKBl8squ96WWCfSAvsuup32164XfEoFF4ENwVaFfivAc9LhNXLEqR/CvYIaFFwJsHqgcCt4F1xSQ5nomRxpJgn4doENB1DCCSStOMw4VjsK2a5LhB96YYqVHiZuWQ+aEIIXQixUwjxUPl7pxDiRSFErxDi34QQlTC5NzLLlilhHg6rvO/ForLL6zr4/cqLprp6Yc735DYY+DJMD4NbpX7L/gysgbPvy+oHZwREHCaHYeQ4ZFzIP6NeAJeArOuScm2QYJRHFwKBKQRFJJO2dUn2U6HCxXIpNfnfAXqAckke/jfweSnlt4UQfwd8DPh/l3B/FV5PbNwIK1Yo4Z7PQzqthH51tZp8jUbh7ruVCQdgdBsc/RswNBApmOiDlisgVAWFbeBpO/O+7CHI5GDvV8HKghSAC3UtcPXd4Gm86MOJ6jqGJtAEOFKiC4GUEgeJLqFWNy96HxUqXAouiSYvhGgB7ga+Uv4ugFuB75VX+RrwjkuxrwqvU5qa4AMfgLY26OiAlhZV4KOxETo74YEH4MorVZGPpx6G//d5+MVR2FcAEQZ/FEb2gmuAO332fWkh6HlEmYAiTRBthHAjjB6G0d2X5HDqDA9LTT8RzSDj2mQdh7TrYCLo8PhZ5g28dCMVKrwCXCpN/gvAp4Fw+XstkJBSnjCwDgHNi20ohPgE8AmAtrazaGcVXv9s2qQE/JNPwoEDylzT2Qm3365+F0Llgd/1K6gKg1EPQxMwk4PbV6pslNlhqF5+9v1YIcjMQLSc10ZKIAv+BhjdDu13XvShaELw9nAMHUFPMUfKdfBpgnrN5O5wDfWVJF4VXiNctJAXQrwNmJBSbhdC3HK+20sp/wH4B4CNGzfKi+1PhQvAzYB1HErHQRbBaAJvN+hVl35fdXVw331K8J7qKTMzo3LXNDfD1Cx4mqEmAxNJGJmG6gKIIviuPvs+9Kg6Blxw0+o3rRp07yU9lGrD5D3ROKO2xYxdIqDpdHi8BLSKP0OF1w6X4m68HrhXCHEX4EPZ5L8IVAkhjLI23wIMX4J9VbhUyBK4eSgNQ+5RyO8AZ1YtM1rAbICqD4LZ8fLsfzFXyGxW/e6vLXve+MCzEjy9MDMJ9Z0Q/7DS8M9GqAmiKyA/BcEaQAc0yPRC6y2X9DD8mk6Xx09XxS++wmuUixbyUsr/AvwXgLIm//tSyvuFEN8F3gN8G3gA+PHF7qvCJUBKKO5Wk5duFrLPKE2+1A9Y4Lgg9oFvrZrAjP0pmJegKIe0wR4HHNDji2ePjERU/wwf1K2Hid1qu3wQYlfBqgfAe459WfebsOV/Q3II5cGOEvCN11z8sVSo8Dri5RxX/gHwbSHEnwM7ga++jPuqcK5YPZB7WhXBdlLK1dDqA4QS9gDSA6XDoOnKZTH6wMXVR3WmIfOzcvtCfQI3n+6zHo3CypWwf7+Kgm24Hkb7YdV6uPVD4F3kxeA4qpZrb6/yw1++XJl7ou3wps/BxE6wMhDtguolF34MFSq8TrmkQl5K+STwZPn/Y8CmS9l+hUtAYTvoDargRmkQpKXs8LLAnFmDAjh5KA2AM6PS+15o9kfpQuYXyo3RaCkHP+Uh+6gq23dquzfeqBKU7dmjAqOuuUV53Xj9Slgn+8EuQLgJ/PVqovbgQTUKcBw1qRsIqJdEVxesXw9NlaCkCm9cKjNEbySkVCYafZ7Qc3OACeRAeABNmUgogfArbf9iPG3tSbCT4GlVAnpsJ1hF0AU0x6H5voWjBF2HtWvVZz6pIej/WXnCVoOxF8Gug4Nj0Nau/O6PHFETt16vctE8elRp+e95z8Igq0wGdu5UyzRNjR7WrFEjgZc6HMdGSolpVPzgK7w+qAj5NxJCgNkC9rTSoLW4yusipgEPUAKpqf+FoTRtzatSA5wvrqu08R1PQeIFaNIh2gtVITANsLMw8BglzwrSkRoMbMJmHUJfpAqR68DgY+CJgln2P5cStj4HdlQJ7GPH1CcQUMtSKSXoR0fh0CHYsEFp+i++CN/5jsppHw6r9MbJpCo1eM89J4OxTqFQKrClbws9oz0AtNe2c92S64j4I4uuX6HCa4WKkH+j4dsM6R+CMw5GXGnvepMyySBB5pQGb8RAlEvsXYg9/oUXlPCtqwNPAIZfgBEDNjcpW79RYlpapI58jmTnKhA6fqHRGr2NgP+KhW0VZqGUB988044QEAzDzuehL6G08NlZME1l5jl2TAn5sAemt0JewqFJeHqXirhdskS9iI4cUXb8gweVaWeRWA0pJY8ceISRxAj1kXqEEIwkRvjJ7p/w3o3vrRS2rvCapiLk32gYMYjcB8X94ExB5CNQ2Ar2qErkJSLKXu9ZCcFrwbv6/PeRyyktvrlZmV9kMwRtVZC7/yg0hcgGuph2k0QcQVFvQuomWafIcPJhlhr1CHOem6Smw0wKdk9AMgONMVjWDh4Jx/oh2KTMMYmE0tDjcWWScWcg8CTE6qCgw/CvoCMCg6iXRDarNPiBPqgxIL8X3vVuWHIdBE/ufyozxeDMIK01J4uGx8NxhmeHGZwZZEndKzuh67oufVN95KwcHbUdhP3hl96owhuWipB/I6JHIXCd+l9KKG6C/FaVtdGZAqMLQreAV2nY580Jf3e9vK1WpcxD5ihkbMj5sDLjBH0pnPAaZDl4yK97yZQMssUjhOYL+UMD8JXHIZOGcBRiUTjSD9U5WLEORmfUi8XjUVq8rpcneF9Q/7dsAGnApA7hCQhpYFUpjxyfAeYEeEPg0+D5n0FpCJa+DaIq22XOyqEtYsbRNZ1UPrXoKci5DsdLBZKOQ5Wu02768F+CYiITqQk+/+jn6Z/qR0ND13Xev+n9vHXtWy+67QqXJxUh/0ZHCPBdqTR2WQThuzDBPp9wWbN0nLKg95SFbkAFJ3miOPkEgZkpprpWLTQHCQ1XWiqHzd69sGULfPvbEI1AQ0yZbYaHIJeATDssaYDMFARM6FwOKRv27IWGKERrofsWZXPfswdmBiAxBnoBDkyAa6qJZykhXAvNLZCYhaIBQ8+oCNnsGNGShVsq4EoXbV7x8JJTIhaOLTj0lGMzaBXYWcgQ0HQius6kXaLPKnBjsIrQRQr6v37irxmZHWFp3VJAzRX887P/TFtNG6ubL2DUVeGypyLkKyiEoT6XAp8PrrpKTXLG48pDp1AHXg/Ew+Ak8frDJPzLQD+ZycKWLqbME/QsgcceU3b16Wn1sijZMBuAzi6oLUEiD0UJqR6o8cJUSlWXmshArA2uvgbGn4WhR+H4ABhFiFqga1AVBHcIcq6aqO1eBquWg3GiKIkJk7sgNwneMFWuw5rSEHtHs9TUdqELnanMFM3VzTRVNc31/1Axy8Finv5SgaxjE9R1lgs/tYZJwrE5VMyx4SJMK0MzQxwZP8KS+EnzkM/0EfAG+NWhX73uhHzJLrF/ZD/5Up4l8SXURS5B0F2F06gI+QovDxs3Kt/1Xbsgk4em5bB8DXgtQCeoVZGa3kPezSBKQ7joCCyaglehJ31KwLe2Ku+YQEB9MlkouhCphskk1EjwN4GZBV8IJhLQUgV3vUVlnzxaAnM/mFXgLcKsA+1BkJ3QNQtmDpatBb8HdA84dtkDyYKZEWi6di7fzQ3eKHVT/ewTOrZ0ubbrWlY3r0Yva+azTomeYo5a3aSvpLJU2kh6SwXW6QYRTWf0InPMF+0iQgjEKRPhpmaSKWYuqu0TTKWneGj3Q+wc3EnEH+GutXdx7ZJrL0nb8zk+dZy/+OVfMJ1VGUUFgndd9S7es/E9l3xfb3QqQr7CJUFKuVD4CAHd3eqTn4FD/6YEsa48UbTCLI3RbjxNd5Ao9uHBIuZrI2g2wVTfSRNOTY3KOX+iJmyxqGz+hRysWAMzLhwbgcExCAbg+hXYAQd7YABvohMRyUJoCkIlCHnhkAndXdCVULb5lAVWCrQk6FlY2QKpHSpCdl5CM80TYkW4ihXL3wSB+GnHP2FbGEKgC4FHCGwkptDIuzZZ18EjNPxicffMc6W1ppWQN0SqkCLiO+m6mcwn2dix8aLaBkjkEvzxg39MMpckHo4zmZnkc498jg8kP8A7r3rnRbd/Atd1+dJjX6JoF+fMTpZt8Z1t32FF4wrWNK+5ZPuqUBHyFS4CKSUDpSKHrRx56VKve1jhDRA9tbapvwbaboXBXwGuEtbeKFrnncS91cS9p0S9BoPl9MAoN8i+PvX/6KjKVJnNqkyWh38JMghrlkGsGmfXQYZHkuxZ30ndyGH84RpaJ1ZRNTIGtTOQC8FEHlpyqr2VyyC6BiaPQ/ZH4PeCdwawlMCXrgq8mjtgF7JjkOwDM6gmZst++9qJdA1Ak+HlqJUnoqnvLpB0HTb45gVkXQAew8PHb/g4X3z8i0xnpvEYHjKFDGub13LDshsuqm2ARw88ykx2Zk7whggR9ob50a4fccfqOwhcohz5fVN9jCRPziuAOja/x88zR56pCPlLTEXIV7hgjloF9hSzVOs6tcJg1inxTC7JzYtNMNZ0Q6RdZYbUDAjULRSg86mrU6aaoSFoaIDNm2H7dqiKwLVrYdNmtX3PMxB2QEioiTLYUEeiIIknS3hrajEOHuRQPMaaQCfBp74DzhBYJuyyYfMVygTUdTU0DpFyP0jCNtENk5iVxHv0J1AaP1lFKjcJmWEYfAoML0gHRl+AJfdAoI46w8OBYg5bSuK6Scl06S8VsKXElpLV3gCthmfxFMvnwaauTXy26rM8feRpErkE69rWsbF94yXx1T80dojoKXVpfaYP27EZTY5eMldR27ERnH4OTM2k6BQvyT4qnKQi5CtcELaUHLJyxHRjrsZpRDeYdWz6rQJrfItErho+CLec0lABxg/D6BAE49DYAuTg2lVwuAYO9KigpbtWw8qssp+zDXolhNshXITMMCUpGF/WSe3BMZypWfJVUfyaht8fYHJ2hmDVCiiMwHoBjTbM7oZEM3J2Nwc1jUOiDiEk2KDrQa5vWE/19EHwuIAEuxyMFZ0XLGWlYOBx6H4fUd3gSl+QPcUsrpR4hMZKb5B1vhD1motZ3An5/aotzwrwbVTRxhdAa00rH7jmAxe07dloiDZwaPwQzBtw2K5K41AdqL5k+1kSX0LYH2Y2NzvXruM6JAtJNnduvmT7qaCoCPkKF0RRujhSzgn4E/iEIOGeY7Hs3CQ8+VV4bo+yaeTGVY60298EDbVQHYUPvge0FGQeVAnOXAF7++Cp52DnFHRfB8s3YocCULIR1OJcfx1ubS0zb34zYudOPI8+Dt0roGUz6HtBCyp//STkBn/FVFhSXxNB6kq6FaTgxVA3t8c2o4sloJswth2Ks3Ndl0DJE8FID6NZafBG6PD4qTc8JBwbTQhqdVM9YJmHwB7G1eJMZ2ZJjv8M3XyB2oaPEwlcYOK3l4HbV93Ok4eeZCozRSwUw7It+qb6uHn5zdSELl0/DcPgN27+DT73yOeYzkyjazq2Y3Pj0hvZ0Lbhku2ngqIi5CuoQKLdu1W4//Llyg5+NmQJX3EP7dln8clZLK2KrOdKXHMJeQI0nksRaymh56ew5TA0tIHMwuw0FG144Qjct0q5Xg7+Chq9SqoW98Khg3A4C50dMJ2Gvbth9248V19NyGeQXr0Ke7kqD+gCk1deQe1MQnnkZHdAwYLCMShOQDZESWugPZOm5B+gaHaS9KzHhyDjuiR9K6jxNiClZNbwkyuk8KNhITggvGSkwOuJ0+3YdJQnnv2avjDoyZ6A0iCO0cSugV2MpcbxGCZeeZznhv+BN6398AI3zFeTtto2/uCtf8DXnvsavRO9mLrJW9e+lfdf/f5Lvq91bev43H2fY8uxLaSKKdY0r2FF/QoM4+wiKZFL8NM9P2X78e1EfVHuXHsn13RVagScjYqQf6Nz5Aj8xV+oLI4neNvb4P77F1/fzcHs36MXttBmzTDgVBPUXYKFFxgyNqIH30x7cO3i287HSsFQv0qA5jEhMQ26DwLA7JQq/9dcB+khyDrg7FDBVEPT0GqAfVj1xRuHyWn0Xbuove5anl9/Jf5CEs/gQdKTE4SEl9apceXVU+iH7BaVtsEoQfU43rFZtOgySloDXruPsCyQMq9AelcijFpsKdleSDPqb0NkZ8jiZ1R4WEOReHEay1fLLtuFUoHOxapDuRkQGhOpCcaSY8QjyjPHi0NG13is5zHuv+b+RSNqXw3WNK/hL977FyRyCfymH695fiUTXddlODHM8OwwAU+ArngXoTNMOMfCMe668i4OjBzgi498kV1Du/B7/NxzxT381pt+C5/Ht2D9TCHDnzz4J4ynxolH4oymRvnLh/+S9218X8X18ixUhPwbGduGL31JZV5cuvTkbz/+sUr1e8UpicJkCVLfgtxz4MxQZR3DK1xyjpeCFqITSSx3CH/4z0F7icAWoSlV+9T5NylVxO0J7xokyKT6t+QDR4dSEIYPg0/C0uuhtQjRKA3xOm7evo1jDJMbTbLSLdE+M4Z3KgEjI9BwQOXPF35oleAJY7gF/Jlhkt73I2UHfneMCd8mAlqYqGZw1MozVkhTRwk8YWYKSSwzyLSTI+wJ44mvoUpo7CtkaTO86KcKay0CuIylxvHPewkIHEwzTjaTJZFPUBN87ZhtAKoCVee9jeM6PLL/EY5NHcNn+ig5JV7se5G3XfE2GqsaF91maHaI3/zGb2LZFs3VzZTsEt948RuMJkb5y/f95YJ1nzr0FGPJMZbWl+9VH0T8EX68+8fcsfqOSg6fM1AR8m9k+vpgauqkgAcwDOXC+Nxzpwt5axAKPWAPQmkIIfMEZI4ABrhBcEpgrFZFQqo+fPZ9e8LQ0Q07joJdrSY1C1NQkhBogliVyj4ZqFWTn3ajyjFTSMPeQZWvJhCBffuUH31HB9TUUPPcD6jRHWhtV9Gt8SYI6JAeVwFRRlBF9paSMDaLqRkEghHSuCD8+KQXR8LVvjBabpy+iUNEk8eUz7ymkdeCVHnDTHg7aQ3GmHBLDNs5Uq6DIQTrfCEa52u/ei2YSwlrR5iRBQQ+vCQpylrysgoYx7hMCn/3TfZxdPIobbUnJ6czxQyPH3yc9296/6Kjle9v+z7ZYpaueBcApm7SFeviqSNP0TfZR2e8c27dA2MHCPsWCnKv4cV1XYYSQ6z0r3yZjuz1zeVxd1W4MFz3zO58jrPI+pNKwLt5wAHK/uaUgHJ1KXtEpTF2s2qC03GUFj06qnLatLcr10WA1W+D4RF4fpv6nrXVJOcN7dDfAyUNVt8DIgu+K0DMQOm4KjoSrYW8HyxLtV9To37PzkKsEco+6kgLjFEQk2CGQctCYkIJ7VoJKR1/wWJ9oUQ2JNDMRtYEGzGGnoDpA8h8FiE0MPwkq7sZMcIMlxx03aJYSOICEc2gVjfwoPFsLskSj5+MdDDR6PT4qAu8iaqYTt/s18E1SYilpGUHE+lpWmpaLpuc9Ecnj56mTYe8IYZnh0kVUouODg6PHybgWehlpJcT2w3ODC4Q8g2RBnYP7l6wruM6F+f9Y9swPKyUnVJJ3a9+/5zScDlQEfJvZJYsgaoqFWB04oZ2HBVsdM0ik1muA2jKxCLd8o8aSuALJVAJlKtN6eqhefhhVYHJ61UPlNerinPEYkqbv/v34KpeGBkEbxWEfPDYLyGZg0A1jDwDnTZsSEImoOq0Nrgwsh8ekVBfr7JPJpOQkLC8HaYLJ/tcGoT8CGQt8HfD5HbwhiFtgjUNoSQk6/E++m28b7kTGt4PiV6YPQJGkA5nhoORToqOxVOuyQQ+MprEdGxmcynqTA8dpp81viAeTWOkaDFsW6zxBsjj8lwuyRpvkGWxN9NsNfJM7zNIV+LIMZqiTbyp+00v19V9xZBSknBtZhFMWgVCfhezHAMhpURKOZf+4VSW1y9na9/WBb/Zjg1Ae6x9we+3dN/CwwceZjIzSTwUx3Zs+qf72di+kYZow/l3vFiEb30LenpUTMbIiFJ8mppUrMb998Om138F04qQfyNjGPBbvwV/+ZdK0IOyhd92m0owdiqeFqWdC5+ya8sCcKI2rKc8oVkDRj1oPjjUo0xC7fMe1kQCfvUreNe71ChCaCqvTZPyiOHxx0GGYfmyk9v0D0J9HUQGwZeESCN4Pgw3ZlSxj8FBKBRU9afudTD8U0j4IeyF5AHI5iDcCFXAeAmsCSX0aYH0FaCHcY6XyD0XxXxXLb6ZZ5X5yM7RZU0z5Dbxy/ASxjUfRQQ6EgnkkEyXLJpLRQqFJDl/lKIUBOd52PiFRk8xT5vpY1XTKrriXcxmZ/EYHmqCNSdTQUgJ0qJouxRsi6A3iHFq5PBrEFdK9hQy9NtFClVNHBrYQcLwsjoQJajpjKfHqY/Wn6atn+A9G97Dj3f9mIHpARqiDVi2xWhilNtW3UZ77UIh31LTwh/c+Qf84zP/SO9EL4YwuGnZTTxw3QMX1vmf/AQeekh5l+3apZSQ6mpVY7hUgr/9W+jsVEn2Xse89u+iCqczugWOP6Zsyx23Q/26C29r9Wr44hdhxw51s3d3Kw1/MYwm8G8CZxrccgFwEQEsNcFo1IEWhuAdav3e3tOHvFVVaniczS6suwpzlZqcujq0+blw4nVwoADv/BQ8/jWY8sHMbDmHTUFNHBeLah7hSAya62HgEJi2Sl5W0wSrq8CbBbMesmlIOqCvgOJyEtkMhzpbGQtGEWMDtGh+1jpFTG81pqYRs1KYrgRdEMbBIx2k8DNtW0xNHWVHMUsiP8OMaxNpXs+m1pPeRboQSCHJSgcvGj7Td/okpDWEk32arf072T0+DkYrpreT65fdQHdD94Ve2VeECadEX6lInW7gSBeP6/DcnofY7QuzOlKPZVu0xdr42nNf46q2q7ii5YoFtvnmmmb+34f+H1967EvsGNhBwAzwwPUP8KmbPrXo/lY3r57z/jmRgfOCKBSUg8HMDBw/frIeweSkSnHd3q5Gh1u3wl13Xdg+XiNUhPzrjRc/C4e/q1IDSAmH/w1WPQAbfvvC24xE4JZbXno9YUD4HWBPqbKBZgPYY6A3lL93QvheMDvU+idK8c3HLZt5bFvVYQ0G54qLTJYsZqwCiVwKj2nSbHiJGybCdZUgD4YhEoMf/Ug9kH196uHUdfXC8PmUsF96Ayyvg7oE1N0M1kHQp0CvgiYB+8cg3QiBJLnCJH3eIFZnJ/GChetKBkNtMDHNVaZBpu5q9hQLTAsdCw1TumAGEJpOKTeL8IbRpaTG46VYzHGs/0VuruuCsieNlFIFuZ4phYM9CdkH2Tk8w/axFM2RBnQ5SVGP8tCehxiaHSLgCZAr5hhPjWNLm+X1y7my5coF3jqvFkOlIgFNMDzZxwsHHyEWreeW6rs5NHaE/WMHuGv1HcprxinxbO+zSClZ375+QRvdDd38zf1/c3qSuzOgadrFB2dNTak01smkMiGapvoLSnkYHVW2+RMj3NcxFSH/emJqHxz6LkTa5rI54hThwL9A113KXn0OOFIy69hY0iWiG+dXyMKog9rfh9xjUNgF0gY3AWYXBN8Kno6Tk7mrViltvkpAoA/MSRhMQL8L/3Grmohdtgze+lZm21t5tpimecUyansOkWtsoLeUBympm5iAm25SWtbMjLLpn7Chzs6qz5o16oUxPQjPfBfuugJSY1BbhHAdJIZBpMHnwpJu6NNBWoy2VzN15TUEvT5wHLRolFq9mqFigq7Z/bzgqcEORAjrBlkzQAaQwgArj+vaREwvtTkLqel0+kLYhSAj08epD8dwpWTGtWkwPQvO8WR6kj2De5jOTtPsHWVVzGDX6DiNkRo16ShryOcOcWDYoW+yj6AnyLHpYyyNL2V923p2DexiaGaIt697O6ZxDoFnLyMa4LqS/ce3Uh2K4z3xckNSE6hiPD1Oc3Uzpm7SWNXIjoEdrG1Zu6gp6lwE/CXDNJW5MpdT9+HkZNlkJtWyqSkVFNj92h5JnQsVIf96YuRFZcM+IeBBeYkICaMvvqSQz7sOB4o5nsklKLkSrxBIBJ1eHzf6o1Sdq8DQPBB6KwTfXA72CaqgplNpbYXNa2Doy5DWISmhrwfqXAivg3EXdu+CTIbj73sPvtoq7I0bKSVSBIeH8QqYcl1iq69EW7lSTZDpunoos1n1IJ4Y+g8OQkMNGBnIeKHgh+hyKE1BwYaGZeD6oZiF1VdAfQF27mBqyQo1iZxOwbp1YJpogKzppj/SjlVM0Wl4GXJ1LCvPrGORLeUxnCLeYopYYpprDQ81PmW3NbxBNOky5ZRACtpML6vm5fEZmhniwd0PEvAECHgC9Iz1sG/YJmtL6sNVAEh09owMEPQuBaGRKqboru9mKjPFTHaG5upmBmcGGZwdnHM9fNlxc+AmQQRU+cgyraaXI/kUx6ePk7dLCCBW3QKlHDWBapI5FeOwf2g/z/c9z0hihJ7RHj64+YOsa1t31l1atkXPSA/7R/YT8UdY17qOlprTo7Fd12UqM4XP8BEJnKOnUjyuPGiGhpSHVjSqNHtNUyNCx1HzUqtWneMJeu1SEfKvJ3SPEuin4roqM+JZKLouT2WT7MinyLoO006JnJTU6ybjjsWMbfOWUPVCH++XQnhU7dYz8fyfQOYAbL4J8gHY/iz4DQhVQfUEFBtAexpy+3D2deN7081Ir8HsXXdiTkyi5XJMBH10/9M34Wc/g09+UmlaiYTSvGIxmJhQLpmTk5Acg6X10BCBRArW3QBRE4afUYLesKBlPVS3wIYJ6LybmtRKjvs9BON1c66dlnTxIsiaQSy7RF4YXOMPoCMYzsySlII6TZDMjHJFaoBqmWc00k3vzBCjyVHeFY6zWTOoCkQWmGmklDx39DmqAlVz/t7+qi7GZvaRKZRIFXJEfAHyVppsyUVoUFVO5CWEIOANMJYco7m6Ga/hZSoztbiQz2Tg0CF1burqlDZ66vzHuSIlFLZBYTvKrcoFcykEbwFhEtNNjh96mt0TvXgML5pmcGx2kA6hMWt46Ih3sGdoDz/b+zNC3hCNkUbShTSf+fln+KO3/dEZ0wqX7BJfffqrPH/seUzdxHVdHut5jAeue2DBy6FntIevPPUVRpOjCAQbOjbw0Rs++tLBXJoGH/mIEvLDw8pkGYspgV9VpTxr3v1uNTp8nVMR8q8n2m6FnX8DVlq5HwIUk2D4ofmms256xMqxLZ/meKlA2nXIuy4CSLkOVZqBKyUBXeNdRhz9UgybpYRiAvZ+V+WgWbIJ8j0QyoBWAsMG/zB4dsHMGqrTGcZdF4+ugRCU6usouC6mdNESCRWZWxiFVQ2Q0ABbTRBPTCgTzswMxAIQckE4sLpbuVdqGtSvgq7bQE+AfQjkLDnPeh6Nt7M7UmTCsQjYOTZYOiFdx5KSjlKOx3qfY1T34Hcs/J4AV9Uv4crCCBO+GLfKHFSFeXimwJaJY/QOHCUQamJN4xqmMlP8bNePeO/G9+LxnhQSJac0p4nPYbZTHThO0Z4hm0/glkaR0iVpBajyClzH5cDwAQJepfmvaFgBgOVYVPmrTj/viQT88IfKOyQYVCOc3bvhne9UniOn4EqJjcRAoC123a2jkH9RJYc7EYlc6oV8EALXcWzyGDv2/IgN4Rh9M4P4TR9e1+XYdD8dsQ5CZohHDj5CwAwghKCtto3qYDVSSn6w4wdnFPI7ju/gycNP0lHbgcfw4EqXydQk39zyTVY2rsRreplITfDZn38Wv8fPkrolOK7D9uPbSRfT/PE9f/zS9+j69fDf/7tyozx2TJlpliyB97xHBQK+kuajl5GKkH89EW6Ga/4bbP2MyuAIKn3vDX+m0vSehS25NI50SboORdchV3YD9EhB1rUpSo3DxRwz/hJx8+JzkyME3PJ5KA3D3u+pHDSBdpgtgq2DNQCeKcheBVMbqF/WzQEg6dgENZ2idMm6Dpv8EcRf/g8o7oa//w588DqlrU8MQ/UKpbXOzMCqJlgVUTb3G1pg5VIQebC2gDcBjh9ELQTfCUaM7yfH6bcK1OkmdbrBsF1iWyHNOyO1dAidn+76EfX+CFagCgnIYoadQ7tYFvKxWRZox4FIjPtW3MBfJ4bYHO8k3rKRgC+ElDCVGufQ2CGuaj/pimpoBl7TS9Eu4j0x8tIC5PS1XNHYw1W1M4xlimTtMEXHwzf27CZVnnB1pIOpmRSsAn6Pn47ajtNcDAGVd19KaCx78EQiyqy1bRvcfvuCVQetAgesHEXp4hUaKz0B2k7JF0NxjxqtnSjuLoSaaLf2g/8aDo8fRghBY7AGv9AYTYySL+UJmAHevu7tNFc38/2d36e9tp36SP3cCCYaiDI4PXjG2+f5Y88T8oXm8uRrQiMeidM31cd4apy22jaeOvwUtmMTD6l7X9d0uuJd9Iz00D/ZT0e846Xv0XXrlIdZMqm+R6PKVn8ZcXkdzRuBZW+Dlhth9Fn14DVfD56zD8VzroMlJWnXxpWSEsrkowM2kpKUZByXqA4Jx744Ie9YkBqAQgL8tXDTF2BmOwzuh+g0eP1QnIZSCvLN0NMF164huHoNN3lMjlh5Jm2LsG6wzhcmrtkw9dfw35rAWQtfeQ4+ugk2L4EHdygPm2uXwpolEA7Bje3gmYDBJ6DeUuatxjeBWQ1OErI/ZTTwLo5ZBZp1E1G26bd7dEZLRaSEdGoU27WJevx47RzjmoekL0TKyrIsM0y32QKamr+Q0iXm8RFvvoIhzeRgPoMUyrBRNTu0QMhrmsaGtg08dfgpGqsa8RgeclYOWRrjio44ofAtLK01SOUT7Bn5MgFtjD3TMxSsAlJKAp4Ah8YPEfaH+Xc3/rvFk4cdOzbn1+1Kl77sOIdKg7BzB91XdtEZ60TTNEZKRbYW0tToBmHNxJIu2wtpdCFont+uLAKnztXoqmgKjvLwKVsQqwJVc2aS3oleltYtZXPXZlWaULIgJUEil6C1tvWMt5GUEiEXatICAZK5wKrJ9OSi50ATGsl88oxtn4ZpKlPNZUpFyL8e8UeVN815ENZ1ClLVHRVSInFxUWXrdCFwAL8Q6NpFDFGtNBz9CRRTysXTsVQO9uxy5dmSHDu5brYVikvhvffClQ3Q9wMinggb6tcvLCySfVaZB8wO+PMuFYj15S3AFrX8lnXwjtXQ1AXLgqCNQdEP2WlVVKT6GpXdEtSEoT1EwRpEE8E5AX8CQwimHJuoU5qrXOSTknanCE6RoXyCWHM3WqZXmcg0A39hBhFqpFeYJN0SEU1DCMGolWPI8JF3nQWph9e2rEUi2X58O5ZtEfKGeMvSBqqCYeWiChydOs7jfbME9SzSdQl5Q0ihhF7ADFAsFRmYGaAuskgSuGBQuZEGAjw9fYC9qX7Crs5MbpLvPPRntNW0cd/V9zEWqieq63NzBh6hEdF0DhdzC4W8ZzkUtoJ20sSUzg8wmMwxMPw4Vf4qTMNkJjszl2RtOjNNyBviypYrEULwnvXv4a+e/Csc6RD1R5nOTJPJp3h3y43KlBQIkIhFODTbz2xulqZoE1e2Xsm249vIWTkCngBSSsZSY7RUt9AYVaOUlY0reeLQEwtvQdtCIGitOfML5I1GRci/AfALjbhuEjNMCq5LXrg4UmlGvrIttko3qdVNas4lF/yZGN0CpZwyK4FKWLb3EdhjQeRKqHrs5Lq+9bDpZkjsgkMh8i3LmLDGyU59k1z77bTGVlFv6GAdAj2uvHjcGfivcfjyvH3+3Z9CfgyMYbD7gYjyd3ZGwZhd6IkEIAXVQvnuO667IGukJSUthkl9pB5HOjiuM6c1ngi1r2q7AewrVdoDx8LbfAPdVeN84/BTtEUbwPCQziXwahpN9csYtS265mefFIIrW69kTfMaLNvCa3jR0t8CTgrWwxPDWFLi1Sy8hoFpeLGljWVZFEoFHOkwPDu8ePHuq66CRx9lOh5hf/o4zWY1w727GG6OUheuYzgxzE/3/JRifCm3rnzzgk29QmPWPSVnkXc1lI6BPQTCz3R6hN3DB+nLryXrHsYqWaxrXUfPSA9HJ44CUB2s5vff8vtzgUo3rbgJ0zD5/s7vMzAzQGdNG7/tv4rVz/cgdZ2jyUGentzP7Ma11LR00T/Vj8/wsalzE3uH9pLIJSjaRWqDtXz8xo/PBVNt7trML/f9kiPjR1SRE8diNjvLuze8+5IWOXm9c9FCXgjRCvwLUI8auP2DlPKLQoga4N+ADqAfuE9KOXumdt5oSClxpXvGnB6XEiEE1/jD7C1maTLBKkl8UmnvJoJW3cSva6z1hYheaH+kq3K+BOflEJE2jFjg0yA6tHD9sWfAbIdAhtJkjtH+CWav3oDPH8c78jzPBprZ6PPTBqA3QvZBIAh/dmRhO1/4IXxsGTAGRnlewsqBtxPEBNjTJ3+XLgiXKm8TV7mCrfk01RgYCKZdm5hhsMoXxpdOc+Osh74XHqZUHyPRUkfB1Lhp+U0EvUHwBhcc5+pgM2udEuMj+0lmp6mramZ1x9UIX4TMqUKzjK7pJ4OZzCXK9q2V7ejCQ8SjM5r3YLlFisUMUkosxyLv5LFs68ypibu7IZdj5tmfoSVTFCgwGA/i71LumF7DS8Qf4ehMPyPpCVoi9XObZqVD7an+65pPBcBZx3FLozwzPMqh2S76po8hEEgkAsHHb/o4EX8EDY22mjaKThHLtuZs6tcs2cyqzqsBCPf2oj36GG5rC09M7uXnqS0IN4+290UGZZpNnZtIFVKsa11HU7SJJw8/Scgb4vql1xMLnzSr+Dw+/uvb/iuPHHiEF/teJOQN8dHrP8rmJZUSgvO5FJq8DfxHKeUOIUQY2C6EeAT4CPCYlPKzQoj/DPxn4A8uwf5e9xwZP8KWvi2kC2lioRibuzYv6v97UcgSFHvUB4h6V/GBcBeP5tP4hUZWOkhAl1BrerjKF+Zqf/giAlJE2fvCOVmgW/dCqgDeHhCjoK0D7TqYeBCah8B8BoJvJhHUEFNT1A4Ok1/Rja84S0xaHLB0mo0OdOsplZ/+T7bBP/bDrzfBn78H/nQ//N0/QeEO+FgUTF0Jct2E9k0g9yotVGiABm4KvGtBj3FHUBLXTLYXM1iuZLMvzHXBKL7paYrf+zeiqQliJYHsOU73ZIn6D32CSF0zrusqTVK6YI+CPUxEemhvWMKVzWsRnEzGNWGXqDmXNMK+tWVteRhEgFXxCC8c8zFt1SHlAEW7iECoIh66d26CcfHLIOCqq/A1RXC3/4iE6SEzeYiaEwnDkHgNL42uy2w+SThYi1/TyLsuJSSbTkkT4LgOfZPH6Z3spVgq8szADKlCilgoNqdRD80O8WjPo/zhXX/I7sHdfGPLN7AdG13TWd+6niUtV7CjmCUjHQQQGB9mY6yW6ew4e1N9BKRGtLoJM5nieMliz/Ae1reu57mjzxHxRbil+xY8hofZ7Cw/2qm8lk7Y9wPeIHeuu5e717/9zFHFb3AuWshLKUeB0fL/aSFED9AMvB24pbza14AnqQh5Do0d4pEDjxAPx2mubiaVT/Hg7gd594Z3Uz9Pq7oopITsY2AdU/nMAXJP0egZ4Z3hNzNQKjBcsrCkS61u0uH1U6+b5yXgXbtEIdmPR9oYgVrwxyG+FsZ3KJu668KBA+A9CKFRGGuGiQZYloOeTrgiBuyEtEsu8GYIhzEnJigs60JqHgzDj+VKrMA1+DOPKIH+j/3wsZXwP98OgU3wv1aAdxl86e9Avw7+6/UqXiAUA8MDVjsENipTj3TAezMYrSAEhhBsCkbZFIwuOK7ck4+xY3Qvab+Oz++jaEJ29Ch9P/4Hhla24zW9rG9ZxxXVk2jWNigN4nGTrJKt7PG9g5C3G8N1SUuHGt2g4VziDrQghN+l3BWdUZa1LuOK6UYOp35KLJvDdm1cXEKeEA2RBlY1vnSATmO8g+pYM8OzwziOQ8F1mMwnMXQPfn+Uol3kTdFGMoaHGcem3vCwxOMnOk+TL1pFvr3t2xwYOUB9uJ6gL8gLx16guaZ5wXxA2BdmJjNDz0gPT/c+TXOVinDNF/M8eeQptttFuhpXEi+bAnO6xvPVIZzBw1SZYZJCx3UdkAJD9zI8O0xtoJaRxAgrVqyYi46tDdUymhzl8NhhNnRsYKJksaeYIee6CATtHi+rvMHT6g6/0bmkNnkhRAewHngRqC+/AADGUOacxbb5BPAJgLa2tsVWuWyQUrK1byt14To1VM9PE5nci5MaZoc9xVtv/F3wXWRucWca8lsg+wh416jhNhpobWAdJeRbzypfHat8L9nSGekd3sNzL/w9ufwMHs1gQ7yVK5begmi5SfnGJ47C9Cwc/RqERiBzBYy2QakIh1Pgb4GWW4HvQfKXxFwY065Dmjpmbox0w2ZsoWMIB48WgT8fgK/2wCdvgc98WGW6lK6aqPz8FwCP8qM3vPC//73S3O1RMOvAt+Gk+99LUSoxvH8rOZ9JbVD5lGtCY3dxnNiBDM3XXYdlWzx7+CHs+Dgb6x0VAWrGWOKkCRe+zjHzU5SMNtaYQVo93nMXOJoPfKuB1fiA9169Fts1+d6O72E7Nj6Pj2V1y1jfup5cKUfJOXuxdEM3uPuKu3ms5zFeHN5Lz/gR6qtbaK5fwTPT/ayvbmVpVRM7Bnaw6+CTFOwC13Zdy43Lb1ReP8Uc//L8v/DEoSeIhWKkCikivgj10XoGpgdorW7FZ/qwbAvLtmiJt7B9YDvxUBxXuuwe2M1IcoS0dMkmJ/hUbQeUywAGmluY3LOLgteLVhTUReqZHOqlv8rD0fEDZIoZZrIzxEKxsqPvSYKeIBPpCVKOzQv5JMK2CGg6PtNHX6mAKyXrzrNClOM6TKenCXqCBP2v/+CnU7lkQl4IEQK+D/yulDI1XyuUUkohFgvVBCnlPwD/ALBx48ZF17lcsB2bTDFDc6AZUoMq0ZiUBDWD6d6fgT4N1/4x+C9w0qh4BHKPgDOjEl/JLSqIxbsWlQdeU6HpvERpvrMwNDPEL577MnWaTXVsKSXH5umZafSjv2JNuAU67oD8DDz+c/AtB+8K6HgA6iaUv3Ymo/LQ9PdD0ydBunhLabzZEbJr1pFvvJ5kTTczTonV3qCaGK1dAp98M3zmfjUycYuqMEngepVO4QtfABwI5UBOqZkh7wrwbVS/OxnQAioV8tnQdcatJOHgyaChycwkEc1LSncJuA4ew0NTSLJrqJcr48swTWXeEHqYejlOvfM0RH7jpMnqAgn5QrzjqndQcko0VjeiCQ1NaNiOTd7OEw8vjIvIFDLsGNjBkYkj+Awf69rWsbJhJbddeQ/J+hWMDe9mJjkGdp6O+m6iLev41tbv8OOdPyDij2BoBn//1N/zYt+LfPqOT7Pj+A6GE8PEw/G5ghwz2Rkao41MZ6YZS40R9oYxDZOl8aUsqVvCaHKUvJVn2/FtuNItBzJ5mchM8eKxF7mx+yY8ugnxOmRbO61bB9g6PkTWLrDLm+GoaxEpVhMNRLl95e08efhJHtz5IDWhGmKhGJ2xTjLFDCsbV7InMca2od3IQhoQVAWqWNu8lgFgpRvEe441c3+x9xf89RN/zXhqHFM3uWP1HXz6zk+/JpK/XSouiZAXQpgoAf8NKeUPyj+PCyEapZSjQohGYOJS7OsVw80qQSlMlR9dXPypMnSDqD9KtpglOPCosll7o6QKOdpqGyA3Acd+Bqs/eAH9LULuV6DXq1zvpWHQapVXhNFSNtu4SvO8CHYe30aVm8UfVpOEpm7QEKpmW2KGVVP70GKr1EvKUweh+yAShuwIiEGo0yDgh2s3q9DxfftAvgvD1AnfvJqjK7pJSIlXwpW+EB1mebjxp59RmS8LW1VlKC0IwVvBUy73JgR84a/U37liJkBxF+S3l4/bAN/V6oV3Ju1a08itXk7Nrh7cpibQNQq5NOGsxcBVnTSVBbehe3HcLAVHx5z33rCkh76SyUR2Go/mpdYt4Slm8Xv8xEKx857viIViXNF6BbsHd+P3+JFSUigVuGHZDWoCuEyhVOC7u3/CpOsSDDci7AJPHHySZC5JU9t6qsNxlq95K7ZjI4RA13SOzI7wo10/Ynmsc25ytDZYy67BXewa2sXBsYPUh+uZykzN7Sfqj5LIJVjesJzmaDPVwWo0oWHqJrrQ+fnenzOTnUEiqfJX0TPaQ311C3XVrRQdi8nUBI3RRo6O9rB9egf18Rzf69/PeG4aSzpISxKTJd636X0YwgAJB8cPsjm4meHZYfYN7WN9+3psx+b/PfdPFDWTqOGhubqZZG6W77/4dUzdw5A/zNUtV7Kudd1ZE7ht79/OHz/4x4S9YTpqOyg5JX6060cUSgU+8+7PnNe1ei1zKbxrBPBVoEdK+bl5ix4EHgA+W/7744vd1yuCMwOp70P+GXBtlZ/FqIPo/WcXEOeAEILNXZv52c7vYSdHCERbSBVzlFyXdTX1oDkwvu0ChfwM4Kj+atUqv7uTAAwojQMl0OvAWLyg8rmSyM0SOMUDw6ubTNkWjusypz91d6uCHoWj0PRTZNxl8MUVHJMJPD3fYuna+6i76iqVBTDgIzrzCW5O5nCCd6N5liOMDQvPtRFTSdGkXPB70VXJwGzpUqObhE/0rbBPFRw3mkEYWG4JN/cMGj4077IzmlE633QvO2fHWDY6jaZpxEo6j7f5aV61bk5IF2UtHsNHQC8CyjQwaLn8RF7LpN2MN5clPbqViZF9NJleGgwPjZFG3rL6LeeV/1wIwfVLr6cz1knfVB+a0FhSt+S0uZvtE8fYp3upCkWYyiWYyCfxlYqM7f85769bNne+5md+HJ8eQCDnBDyoYC2/6efA8AF0TacmVIOpm0op8QZxXId8Mc/VnVeztnktjnSoClaxb2gfjx18jHg4TiqfYjg5jKmbavSRHOGm5bcwYniZsguMDGxnf99WVta2saX3WWbtHHVVjTiugyY0xpJj/POz/0x1sJpYMEZHbQeWbXFs6hi2bbN7cDcvHHsBvaqFqtYr0QoZjkwcwc0lSOYSrGhdT8xfxdb+rUxmJnnrmree8eX6zRe/iaEb1IbVvJVX89IZ6+TxQ48zlZ5a4MnzeuZSaPLXAx8C9gohdpV/+0OUcP+OEOJjwHHgvkuwr5cXZxZm/w6yT6shvpsAdCUYS8NQ/e8heHHuWZ3xTt5x1bvYPvhTZoo5mkLVXFXTQK0voFIV+C+0Co3BXOih0JWpwjqkcqnLKjA3gf+aizYjtMW66J3YR10xpcr1AalilpghMOtOFsugtRVWtsFjzyAbioi2fcxkJ+jP3YVz/AV2ZXPcvPpuVjetguH3Qub7ELgLXauB0kFVKzbyLvXSms+8B3baLvF8PoWDnDv0FV4/3d4gFHeCXo+Fwb6Slz7Hz3RJxyzsJRiMsswTYLUveJpHxtLGbjL3fIidh59HFAtkjKWY+Wl8po+iXaRQKpDMFblt5cfQeQhKWaZFLU+5q8hqVTR74kwkxjhwfDudNW3Yuk7MF2IyPclzR5/jtlW3ndf5FkLQXN28MN/NPBwp2ZZLEhKCmen+chSon5w3zOGxQ2zteZSalbdhSXfuWAuuS9gXwlxE+FmOcs9sqm7ihWMvcHXH1ewb3sdkZpLRxCh+j5+MlWHP8B4M3aCztpN0MY3t2jRVNRHxR7COWWQLWVY2rMTv9bPU60cmxqiuauLFvq1srG2jwRfmy8O7qY/U40oXDY3p7DRBb5Dx1DixcIzR1ChtNW34TB8rG1fi0T0cGDlA0BdkfPQA0YZuHF8YJ59kaHaYulgnjZqO3/TSWtNK/1Q/U5mp00xbJxhODp9WscrUTaSrAq8qQr6MlPIZ4Ezq7ZvP8Ptrk9yzSvuzywWrpYVyvUuD2wCZH4NvFegXNznaHFtC84b3w9ATEG1XQtmxoDAFqz90YY3qMWWScabVX80Hnm7QqyHya2DUXlSfT7CudR1Hxw4wPrGLsDVCrmRRdErcuu7tUDMv97YQsH45eDYxlrqKieF/Yt3KQ0RSu9k/chUlf5hnjjxNN1/EyHwfArdD5EPldAGNysxkHVfeM4vgSMnWfIqA0PCV7a+OlPQUc9TpHqrdLFKLsq3kY9LVyJWy+HCR0mHMtjDQybou1wciStNzi1AaRLgJ1jfFWdX4ABmrQMAToOSU2Du0l/6pPqLCYXVjK1lPMzt8n6ZVO0SflccVLZh6I8KoYnxyBzWBKCnp4MMgL10sTecfdz/EM/k0y6INvLlxJQ3Bqou+HhnXwesLkZ9IMZmeKhcFF2gCRE0LM8lR1pcKDIoAjnRAgAfBezs3cnR3C4MzgzRXNaNpGtOZaQxfhMb2qwh6wzRnphmeOEJHrINUPkWukMNreumf6sdjeOiKd/GL/b9gaXwpXsNLySkR9oVZ0bCC3oleTNPEY3joHT/CVHoSWUwyPrIXKzFEob4b13URQmAIg0KpgKEbOK6D5VgUS0WCniDFUpFUIUVjVGWvlELSGGlkZHYEc/QQ3toW0nYBx8pSW0jRNs9bShMa6UL6jEJ+bfNafrzzxwtiDnKFHD7TR3vNInmBXqdUIl7nk3u2XARjCoQNIqT8zWUKqAWrF+zxixbyAKz6ENhZGNtW1k416L5P5aK5EIRQZfeyDysBiVBacOhtl0zAg0os9Z5N97NvaC3Do3vp8AdZ2341sfiK001ZZgAiAUa0PDvG30w4HKUrsgXsPPu1TVzr+zJG+nnQW0BvgvyvwGjC9axCw6teWCwu5JOujSUlEf2kJq6XXSPHHItqs42UNcOkG8Iri9gCwjJPyagrlx2XTDklEq5NNXnI/ET50WOCtPAaDXhDd4Hmw4+f65dex/VBjX1TRzgMBFLHkUmX49Uryfpj+NCQThEAx7XRNB0JuEgGU5Nsmeovh9zDnuQ4+9MT/Pbym2m8SEGvC0FNqIZtmVn6p/sIekOEvEE0X5SuUC1BTccopHhLTTNjJYuSdGk2ffg0jU/f8Wn++om/5sDwAWzXpqp+Bddvvp8R3Qu2Ba3rua5lLTW2xb7hfWwf2E5TVROmYWLZFvtH9uPRPYwkR+iKd7FveB+1wVqaqpso2CrfzvKG5QgEnfFO6sJ1DEwP4DN8HBg9QGesk6OTR4n41MRvbaiWydQkqxpWcf2y6xlNjJIpZnBdl3wpT9EusqxuGVJKqoPVTGfGaNI1jNQ4ZnaGFctvJOQ9mcfJle6CfDmn8qHNH+Kxnsfon+wnFo6Rs3Ik8gk+ddOnCJ+nh85rmYqQn4/MKZsvDsobBZAqjZfS6gW4+UuzL08ANv5/kBlT+V2CzRfvPqlHIPxucGfVy0qvuSQTxqcS8Ue4btkNsOyGs68YbAJvFd7ZKRzXZf/Mm8Eu0lWzmy4+CkDWqSGomVDYSYYljGWPMVHYgWnWUF/fTtsFzBNrAP5rsIoPIdwUNi4eNwOaScHsQJMCCxc/OkUpofCC0uSNeQFp9jAU94N/g/qenyI5sZfeyBLqkGofrk14Zj8TdddimD5MBHnXoT62hH29TxGM+gki2D87hOFY1ETiRH1hosBYIc3jYwe5/yKjM0OazsxUP5o/RNATxJUuM7kUVb4oqyP1ZNMT+LxB9hayDNkFhBQctPKs8QZpDtZwy/JbCJpBigKS8aWIYoZqXUcTAltKjruwvDpO3+6fEPFF5iYyPYaHsDfMTG6G2lAtIW+IJfElHJs6RiKXoCZQw4ev/TDdDd18a+u35vLNdNd3s2d4DwCrm1YzPDvMSGIETWjkS3nqInW8/5r3Ew/HOeQ5xPbj25nNzVIdrGZTxyZ0Xee5o88R9oZZ17aO8aQy7Wxo20DAG8B2bCSSseQYLdEWbEelg/B4Tk+611bbxlcf+Cr/8PQ/sPP4Thqjjfze7b/H265420Vdk9caFSE/H89yKOwGrUrZhCkobw3Np1zw9ACYFzdxeRqhBvUBleslOwJ2ESwDfvEUbNmiKtXcdhu85S0vnQZViLMX8ngl0U3oupsO8SjPjRwkl7bZr72Lrprdc6v4Q9cDaYrFUXL5FymxhpZAgiGriYcO7uVOo5OuutOjO6OagU/TyLkOgXKEqSMltoQGwwt6kFDk7cjUEUx3hoxei+VpxRV+XNcmKHRsICSkijbVT7muWq2azzgh5DMjpHQvAoF2YgJAM9CAWjePK3zUGR4mbAtZ1YQZbcKfmSJoBhhPTVAXiLC05cqT/Tc89GUvPstHKp/CGt7LslgnFlC0CgQ9PpyxIxx3S9TXLeWoJ0jaKtBgqIA3W0p2FNIcnjjKkbGDdDd0M1DKkRQah8d6iPpCtNW0zU1Oz9glpJRzfvEnJmtNXaU+fv+m93Nw9CD5Up6GSANhb5jGqkYOjh1UJqJ5tNW24TE87B3aixCCD1/7YfYM76HklMgUM3h1L08dfgoXl/7JfjUBG4oxnZ4mU8wQ9oVpr2kn6A1SG6xlfet6rmy9kpAvxI7jO+gZ7UETGhPJCb6z7Ttkf5YlYAZ436b38cmbPqnKK86jM97JZ951+XjSLEZFyM8n+CYo7ABLKK3eKaiiE3qjymDov0XZvl8OCrNw9CEopcEqwU8eVHHE0SuhZMM//iMMDMCnFq9i/5rFGyG04l3cXbuORw89zkr/Nxcs1koHwLOeWWsWr5YkIhLkaSCpX09NSGNL/5ZFhbwuBJv8EZ7PJZm0S3OzQmt9wbmoTb9ZxfLQKl5MjLN/+hhJax814To6Iw0UpMsyT4CQZpaDpVROzpO4LEixq3tUEe/Tpp8kpq5zVSBCwZVMOhaGP8K/2/QBnOwUw4lhDgloq2kjOG+SL+fYNPmjLIZlWxybPMbQ7BBV/iqWNywv29pPJ11I4xWCDseiMVjDodxRpsYPkpEuk7XrWdJxDc/lkmRnh9GzE4Q0k/baNqqjLTw1sJ2VwWqe6X2G4VKBQm0HRjFL3irwgWs+AMBsdpYn+rdwbOoYrusynZnGY3gQCFLFFNd0XUN3QzfdDd0cmzzGQ3seYkXjCgIelS1z2/FtFEoFMoUMoXIwVH2knmJDkRuX3chzR5/j3RveTckucWD0AC8cfYGdAzupDlazpnkNjVXKL/9EcrVbV9zKbStvo7m6+TSvmeuWXsd1S6/j+9u+z492/4jmaDP1kXqyxSxffvrLeHUvH7vpY4uex8uZipCfj2cFRO6H5D8rX2wnqTR4LQSBWyDyjrO6UBZcF0u6BDT9/EKrpYSen8BgL2SlqjU5loO2KNg2yChuKERix3YKw4MEGxoXhJ+/Iriu6ssiw95zoTnWyYecvWiJJyh43ozX04QobofSARAaWSeKrleTkW0k5ApswgS9Ki/KXL6YU6jSDW4P1TDtlHCkpFo3FqT1BXBnh9ly4GEy3iiWrtM7eQzLF+KtG97LEl9QXU/PapUgzCh7sEgXnEnli3+CcCu18hm8TpGsbhJEQilLRg/g91bRaKjo1mXMC6LxttBS08K07uXhyaMYbgmvZpIpFcm4Nrc0Lj/tmAqlAg/uepDpjPI06ZvqY8fADu5ddy8N0YbT1g/7wriuC1ISNUw2Na4gX7eUF+wSG5tWU+8N8OzIPgrpCUxvmIhmcmCkh+rMLPlSke3929k1uAvTE8AN1OBaOdKFNL/Y93NGUlOMF5Jc6Vgsr1/Os73P4kqXrngXtmOzxLeE+6+5f64v2/u3k8glsGyL1ppWAp4AjdFGBmcG6RntYSI9QcATIBaKsalzE9UB5WcvpWRr/1YyhQwIiEfi5C1lg9eFTnWgmnwpz9L4UkLeED1jPewY2EFXvIvl9csXuIECfP2FrxMLxgj51Usl6A3SGGnk21u/XRHyb3iEBqFbVXrVwhYVGi984Luy7CO/uPvhWKnIU7kkw3aRKs0gpntY6wvQca5RcyN98NwvQatRaXJ7emA2CQ3VYExTlNW82N7EbH0VYnYCN+yj1fSxzhe6NKX6zobrqpzfO3eq+pfxONxwgyqtd65ICRO/h5b4ElT/Dr7Ib8DMn4H/zaooRekIjWaMlF1FkRpmpQpyShfSxEPxRQX8CQwhqDcWf/E4rsO/9TxGxPTTUY5aktF6js4McnzqGMva16sV/RuVu2ypH6XNS3XNPStONuYJYXbeybUDj7ND+JkUBsL0EYldwYZA1Vlf6ne0rEUCz073Y8kcEcPP/W3rWVnVdNq6PSM9jKfGKTmluapLNcEaHj/4OO/f9P7TtNeIP8KKxhUcGDlAQ7QBXdMZKaTxB+M0R+uZTY2Ty0wRCcVI5FMcmB1ClPIcTo2zUggeO/YcDZEGPIYHOznMbLCO4fwsmeO7MIVATBzmAC6uY/GWNW9h9+BubMfm5u6bWduyds4zZc/gHv7qib866TGjG9y+8va5vq1qWkXYH2YqPUXvRC8SyfHp42zrV9GxxyaPoWs6Y6kxClYBXdMZTU9SE19C0BsilxplOKHs90vrl2LqJk8ffprD44e554p7FgQ9LeY2GfaHOTpx9Iz2+ZdipFTg+VyatFOi2xtgoy+MeYrp57VKRcgvhlkP5j3ntGpvMc/DmRmSrk1E05lxbGwpsQouQU0nfgYBtIAtW0A3IByFsRmYKsKxGWVGWB6mp6mGpMckPpyCYBipmwyUitToBp0vd/j11q2qdFxjo6qgk0zCj38M733vojVDT6Ms4Jn9IlT/DtR9HpAQeS8kvwue9SBtAhxnVNbzfGEztaafgpUkmUty77p7z9x2Nqv+nqHY8nQuwWQxR8e8os5CCGp9EXZM9HLbCSEvPBC6S3nzuDkVSKYvYkqJtBJd+QFuyU+RQSD8tQQ14yUjWXVd5+72ddzesoa8YxEyfAvy2M/n8MRhDo0domAXiIfiSCRDs0OMJce4c9WdjKXHVBbKWNecYLtx2Y1U+avYM7SHol2kvWEFTfElmLpJrpghkk+RNoOMF9LUml68vjBWcpTxmQEKpQKFUgHbtXHyadJD+8m7NnWxdjylImFvgFQhxfGp46xoWMGmjk1z+0zmk2SLWaSUfP7Rz1MbqMWWtjLV2EV+uf+X5EvKUWFZ/TJyVo7BmUF8po/BmUGGE8McGT+CEILx9Di60EGC3xvA9gQZLGapNf34AzUEfFF6+7dw56rb5l4sYV+YwZlBjk8fZ2n90rlzuLRuKccmj9FYdXKeZTI9SWt16wUJ+O25FP+cGKckXTQheC6f5klPkt+tacH/OhD0FSF/ERRdl72FDEXpEtNNNCHwoeqURqXBMavw0kLecWBsFiKNcLgXBhJQXQPBYRgcxbGbGGt0aNi5C62lFau6GoQgqukcLxVfXiFfLCotvrkZTtzM0SgUCmq0cd11L92GEKBFIfgxKL4TRp6F6BIIvx38m6B4iIGSjZP6BhlfhClvJ8dzCa7wV/HOFbfStIi2SyoFTz4JIyPqJdLUBLfcovo2D4/hRVDO2z8vSVnJLhJczLVOrz2ZtfNM6CYi1MiFONh5dAPPWcxsI4kRnjj4BDsHd1ITqCFTzNBR20FtqJbt/dv57W//NlKqSd9YOMZ/uPU/sLR+KYZusL59PevLL62C6/JIdpaSdPF7g5hOgeLIPvy+ELqVQxaS+DLTtMY66U204AvW4NN0wrpH+aInJqkRnRQ0gStdfKaPmdwMRbtYPg4PX3/h6+QtJcCLpSI5K0dTdRP7h/eTLWaJ+qMUS0V2DezitpUqAGxgZgDXdakN1XJ04ihew8vVnVezc2Anlm0R9UeRSMLhehLCIDPdR2L6OLrrYAZr8VY3URuqxXZsRmZHODJxhKyVxWt4Fwj533zTb/Lb3/xthmeHifqjpAtp8qU8/+3u/3be18ySLt9JT2IKiJXr8krpctTK82Q2wVsjl849+eXiDSXki1aRrzz9FX6y9ycUS0VuWHoDv/mm31zwxj8f0q6DWZimeWI38cIUeV81yaplZP1qYi8/P4/KmdA0CATA7oSBbRA1QDjQ3QoDaegdpi3/C8z2VkwnjfjXL5G481as+tW4p9XevMQUCkqInqqtBAJq3uBcKd0JU9vBPFbW7HdB47XQsIEZEWOHk6C2ZgO6pvEmVE1aF2gILjJSsG346U9V35qa1Etkehoeegjuu4/5yWSqfCHWNK3gwMhBWqqb0IRGoZgjZRe5tnn1hZyR8ybrOkyW8iAtYmaI0KmVqsqk8ike2v0Q8VAcj+4h4AmQyWfonegl7A0zMDtAXbiO9rgK0plMT/J/H/m/fO69n8PvXfii92ka631BdhQyyFAMzV/N6MgBfLkUuWKKvJXH7wlixLoIdlyDZmXIlPLkXZu8XcTn8dFa00qmkGFgdgCv4UVKSbaY5fD4YRzXYXXTapqrm5FS8tThp+gd7yWVT2HoBqlCitncLAFPgHVt6+by7MxmZ/F7/LjSJWflqA5U4zN91IXrkEg8ukflu69uxs3M4K1pZUl8KSvb19EQivOrnhwFp8TWYy+w4/gOADLFDP1T/QD8+vW/jqZpbOrcxN/e/7f80zP/RO9kLysaVvDA9Q9w/dKFMSiW69Jr5clJl7hu0mp4TjMNDltFko5Nw7yKaUJohDWdXcUMb6Ui5F9TfPr7n+apI0/REGkg5A3xi/2/YOfATr7x775BNLC4p8MZkRLv6PN07/86WqIPnAKalKSDzRxruYnprntpPJeACiFg/XolpDyd4PeDUwStAG9dh751K+GlHeSWS7zFAcwjk0T/9FGC16/Ge92vw+pr1Yvi5SAYVELTssDjwQFmDJ2SbRFpaebs5cPL5KdhYieEW0/OabgOjG2B6mWMo2MKscB8EdB0Ju0SKdehar7m6zjw/PPwzGMQD0OpFmrroLoKRqaVZt++MFLxAyvezFcdlyPjhxEIPKaXt629iyurL3GRlkUYKObZlT2MLPWDdJCYrAstoSN0ej74E6XzuuJdHBo/RM7K4UqXidQERpWBz/BRGzopUOLhOL0Tvewb2cfV5YpL82kxfdTqJtOOzZr172S89zmOpkaJ+qN0xbswo40cGN5HlS+E5guj2SXyQsMbjOE3vBweP0xbdRvNVc3sHdpLXaSOntEeTN0knU+z/fh2lsSX0N3QTUdtB+NplcXRNExqgjVoQmM2O8s7172Trce3kilmiPgjDM0OkSlmiIfjTKQmmM0rN9L2mnYcx2EgMYBpl4iFYmSyM/ikjd+V1ARrqK9tp2dkP3sH9+I3/Ri6gdfw0t3QzaMHHmVz12ZWl1/eGzo2sKFjwxmvzZRt8c3kBLOufWIWhm7TzzsjcTzz7kWPEKckO1Yo36vXR976N4yQPzB8gGd7n2VJbMmcr2xXvIveiV5+uuenfGDzB864rZTydLtrZpjQ0Z8Qn9qNnZ9l3FODjoORHaFm9EVC4VY6qhYGVcw4JY7lJ8i6LjWeGro8PoKaDmvWwOws7N+vCmAbHli7Rgk1TaO+SmOiOICzawaRLuE4PsKJNLFf/gvkDLjmmpc8fqeQp+/hHzD5wpPYjkX4qs0su/M+gtGzaCKGAZs3w+OPk6mt4cW6GjJWARpj0FrPsmKWlZ7A2W3SuQnm0hyfQNMBAflJXF8DZ8qKsSCXuOvCL38Gj34bcj2QycGBEjS2QeMKcGLKvHQKVR4/v7vuHgbzKdKlPI2BamoNz0VUwDo38q7D7uxRoqUDZKhlEB8ZV3IkeZz3YtIRWhjJmyvlMA2T6kA1XbEuEvkEftNPspDEdmzCvvCcRuy4DtPZaYZmhnim9xmaq5sXNWv5NZ0WTackNFY3LMevG/g8Pry6l0cHdjMxdZRZXwifGUDTDXTdg0RQ7Qngui47BncQD8W5b+N9+Ewf9dF6Do0eYtqYJuANcHTyKPXReo7PHidoBpnMTGLqJmPJMQzdYHPnZtpq26iP1vOrQ7/C1Exms7NU+atwpctkZpKiU6Q52ozf4ydn52iraePgRB/HE4P4DT+TiRFePPQ4S5rXc8+m97F/eA+jqVHioThhPczy+uUEvUH8Hj/b+rfNCfmX4ueZGfKuQ8sJE4zr0mPlaM+n2TwvNUKT6aXV8DLqWMR1E4Gg5Drkpcu1r5Oo2DeMkD82eUylWT3F9OAzffSM9Sy6zWipyMFijpR0qNYMVnoCxM3ycHtqH2L2MGErQ8kpgJMmq/sQxRlqciY1k1vwtF0PAeVXP14Yoy/5C8LuFGEhSBXqec57A9eFW5Wgv/lmJaT27lXJvbxe2LEDTBNPnUXjlEEpW8KOVWHOZjCjDWjhAmx/Ub0kzjD5CICUHPzaXzHRswNPUwumrpPe8iw7+g6z6Xf/J17fWcJKV62CUIhdxw5jlYrE6xuhowPX6+VQMUdMN6k727yD7oVFdSEJmodG08NhK4crJVpZ8OZdB7+mEZlfOm9kBHY+CfUmaCWVHM3UYHgcajvAPQKBxQW3LgQdgShwnqO1i2DWsXHt42So5qAbICBcqnXBpOPnicwgd3vbqJtXNaqluoVdA7uIhWJs7NzI0fGj9E33UXJK3L7ydh7c9SCO6yCE4MjEERLZBI50MDSDH+z4AW/qftOiAs51XY5NHePo5FHyVp5EPkEim2A6OUxjVSuZ/Awew4PlWOQKWVZ1XUONU6Qp0kTYH6bklHjH+nfwaM+j+EwfsXCM4cQwIV8IQzcYT41zdOIoTdVNrG5azUR6Akc6eDUvrbWtADRXN/P+a95PtphlKjPF5x/5PJqjsappFVJKSm6JTCHDDUtv4LEDj+HaebBtpvKjzGQmCPlryBcLzIz1sLqxG13oSCTVgeo533sp5VnTCs8n49r0lwo0avNMMJpGFQZ7rOwCIS+E4KNVjfzN7DCjJQuE8r+60R/hmvMd/b9KvGGEfHN1M650T/O5LpaKdNR0nLb+SKnIi/kUEU0nrptkXYdn8ylu0qLU6CYUpkG66E4BXfdgAtVOAc3OIEo+KCbBzgEgXYup5A8JA5rZggtUOdPohYc55vk11p4IdLn1VuWxsncvzMwoARsOgz6Lnsih+zxgu+AxIRwArZxqIZU6q5DPDBxjumcn/s4laGWN2tveSeHoEYb2b2XJhpvPeu6yLc1MVwWIz3uINMAvNAZLxbML+VCzqthkpcBTPs5iAswQhBqp0QxWeQMcLOaR6mgwhWBzILLQPXRkGKxJqAqB5YWZIpgeHFuQHd7HROsSStPbaa6tP2Pg0CuJQIIsMuTG8AsXT/lQvEIjSIZDVv40Id8R66B/qp+IP0JdtI6gL8itK25lRcMK8laexw8+TsktMTw7jMfwcNOym+iIqTzozx19jmX1y07zGX/6yNM8efBJ+qb6yBazaJrGRGqCoCdAojBDsZjB6wlQsLLk7CKz030UERRKBe5eezeJfIJMuZA4qECmmlANU+kpinaRyfQkUkoaog1EA1Gqy/MoU5kpSnZpzhNGCEHIF6JoF1nVuIqGaAOT6Ul6xnrIFrP4TT+Hxw9TcArkrTyWlSVgeLFdh3xumoRTwGMXaF51Kw3RBkpOieHkMEF/ENu28ZpeNrZvnDvuoZkh0sU07TXt55XeeTF1pMnj5U/iHfQUc6Rchw7TS7PnIkqrvcK8YYT8+vb1XNF8BXuH99Ja3ar8cJOjVAWqePu6t5+2fk8xNxc6D+BHIDWNw8UcmwNRCJdLFWomOEV0gco/L1HpD4QGXvWmL9lD2G4aj3myvKGt1xKyh5ksDoB/jfrRMODqq2HDhpMTnjt3wtM/gewsTOSgNgLrloKWUcWthaEmQs9CbmZCaSCn+Pkbpofk5NBLnrsTwvdUNCFw5VmKedk2JDMQuwVmn4f0sGrNVwPttyvTFNDtDdJs+ph1bAyg1jBPL8rs90FxTEX/BnPg0XEyMJ3MMx4JkIp4GB3Zz9OJFPdcec8FTabbUjJaKjLhlPAJjRbTe8FBZ7WGB12LkrJLVJcn7WwJQhaJmVGS7sJwf13TuWP1HfRP9XN08ig+00d3Q/dcANTHb/o4Gzs28vUXvk6Vv4oNHRtoq1H3k6mbuNIlkUssqL06lZ5iz+AepnJTrG5aTf90v8omaeUoZGcIh+Ogm2SKWZLZaaxiDlHVgqubJLIJnjv2HO017XMphFP5FBF/hI3tGxmcGeTw+GGu6biGmmANQgr6p/vnbpRiqchNV9xEoVTg4NhBBmYGiPqjtNe2I5Ekcgm2Hd9GxB8hHo4znZ3m0NghpjPTFEoFNE3DY5h4MMkUMlglC8d1KJQK3LvuXn6y+ydMpic5MHSAlY0redsVb2NJ3RISuQRffOyLHBw9qOZgDA/3X3M/t6++fe68hDSDDtPHSKlITFMvRem6JBybzWfIH2VoGmv95zQL9ZrjDSPkAb7wa1/g//zy/yiNyCmxrmUd/+mO/0QssjBVgSMlGdchbpj0Du/jkR3fZ2xmgEigho1r7mLzhndA7AqVWjc3CZlRlZZAGOAJg68amq6dE/K6W6AkYdIuoiMIaTpBTVNZFDXn9I7On0hdvx462uFgC/zyQYgGIVoENwSz1bBs6Wmug6fir6lDSnna3IJtl4jUvfQEZFBoRHSdjOsQKkeUSinJui5X+M6g0Rw9qvzpczllelq1EjbfBIGgOj+n2MRDmj7X9qI0W+ArQVqHSBCERk5Ok68WiK7VhHUf6fhKSq6YCxw6WxDVqdhS8kIuxZRTwq8JSlLSa+XZ5A/TeC7FuE/BIzQ2hVfSO72XKcfFKww0LJZpeWzPCmoWeXkYusHS+qUL3AFPoGs6Gzo2IIRg2/Ftcwm/gLlr6zMXXovp7DR5O4/jOFSFqljVuIpEPsFoahQhBI2BatANUrkUWdcGTcNneLBdm654FzPZGRrCDcRCMe5ccyc/2/szhmaHEAh8Hh+/detvkbfyPHfsOUYTo9RF6miuasZv+kGoBGRffvrLZItZ2mvbmc3N0jPaQ8AMsGtoFz7TN5ei2HVdltUvYzw5PjcXI6Vyf5VINKEhEIS8IZqqmvjYDR9TBcaj9dx75b3Ew3GEEPzt439L71gvXbEuNE0jZ+X4ytNfoaWmhZWNK+fOzVtDNXwjOc6wXZzTYro9Aa56ndjZz4c3lJCPBqL8z3f+T0qlEi4u3jM8vLoQRDSdg6M9fOvRzxP0hWmsaSdZSPHI819jncfL2ua1jIavIB4YpF7z4Reu0uRDzdB6Myx711x7x90QBddh2inh1zQSjk1Qg7h06fCdg8ZZXQPXfhSW3QLPPgEDE+CtgfVXwMaNL7l5uK2LmpXrmO7ZibepDU3TsEZHcBvqaVl9umfGqQghWO8Lz+WJEYAroMP0UqcvYgcdHITPflaNRkxT/R0bA8eFe88S3HQ29ANw37vgx7+AUQHeBJa3gNUWRgqTmapVlMwwIWB4dphUIUXVvCCol2K0VGTKKVE3zyRlSZcd+TR3Gp4Liiyu8zVxX63Oo+k+/DJNTI9SMteQw8PG8zAhzGdp3VK29W+bywXjSpex5Bidsc7TzFQ+04eGNic0NU0j7A3j1b1YusrZHjG8uI6FkILWmlayxSyxUIySU8Kje+id7OUrT3+F5fXLuffKe8laWRzXIewL82LfixwcPcimzk30TvTSO9HLRHqCm5fdzOqm1fzhD/+QQ+OH8Jt+qoPV3L32bmpDtWQKGQzNYDY3q9IvC6FMTbqHLce24DW8FKwC2WIWgSDsDRPyhqgOVs9VxdI0jWggyp2r75wbvYwlx9g3so/OWOfcCz7gCRDwBni85/EFQj5mePiN6uaXdKG8HHhDCfkTmOZLT9Cs9Ab46p6fohs+osFaSki8/ghNHj9//6u/56r2qxhPjlPKC1pLJm9pWcKmZW9CxNdA9TIo+0PnXYe9tp923xqWW/uZcJWfME6a6sj1VHvOo6h2rAve3gWlUjlx2jlG2wnBqgd+hyMPf5/JF5/EsUuENl1D9x3vw3eOwiaqG9waqmbKLlGULlW6QdUZoj2dH/6QXGqGTF01HlMj6g1jzMzC9u1qgvklRh6nIaVK8dzSDp/6KIwcByvN8el+jucT+JrejG0Ey6sqgWYu9vI5C8OlApOzg+yb7sd2bKqqWzGijcwicYH1/hAt5vnbYZt89dxt1HDIypFwbKp1g43egJrXuQAi/gj3XHkPTx56kuHZYUBFk96w9PS0z03RJuoj9RyfOU4qn8LUTXYPqQygYW+YiD+Cruu8fd3bGUmMYEubt655K4ZusH94P/3T/bRVt1EXqaN3opfR5CjvWP8OtvRt4ed7f85TR54i5A2xrnUdV3deTXdDN2OJMZbWLeVfX/xXxtJjtFa3YhomiVyCb235FnesuYOZzAwb2zcymhzFdu05E1WxVKS9ph2hCTRdo1TOfhn2hYlH4qxuXM1MZoYZMYOUkvVt6xdUzDoRnHWqoPYaXhK5xGnnx6NprPKdxWHhMuENKeQBXNdhxhpitjiGX/NTF+jEo58cqjWYXoz0BNFAFUUkPqHRZJi4SPqm+6gN1lIVrKImtIy01cbnRo/zO6tauS620MMh5ToqY5/3OvKiAb/dS1AzmdWXUPJ1n9qtc+McXlKnovv8rLj3g6y494OLu4SeAx6h0fQSpotSLsvxLY+RsZO4qQKu62IaHpZHW/GPjyuf+/NFCDDbVcEWoxbalPthY02I53sGaRSeubCw8dQ4HbGOBYWuFyOVT3Fo7BBTmSnCvjAPHtvC/tlBYr4wrub5/9n77yi57vO+H3/dMr3P7Mxs7wssdtELUUiQFChWkaKoZolm7Eh2ZMeyY+f4RIlPnPiX49hOvrblyFZiW3YiF0mWLFGUxN5JgATRO7Zge9+Z2Z1e79zy++MCQ6xQCDaLJPjm4SF35+6dO3dmns/zeZ73834zP30Cr9PPxt7bsNg9HCrlAd5SoA/JFnbJ176wGYZBVasii/JlM8sGfwOfu+Fz5Ct5LJIFu2y7rHCeRbZw74Z7EUSBvcN7ORk7iSAIrGteh6qpNAWaKCpFvE6vyWhVSqacsKYwl5nDYXHQXd+NJEpEfVHmUnP808F/4uFjDzOeGGe5sIxFsjC5NEksE+O+jfcRcAU4PnOcTDFDvbfeXFww/V5nkjMcGDuAz+FjKjnFXGqORC5Ry8R1TWdL+xaCriCJfMIcBLN76Ax3cu+6e2mva2csMcaJ6RPm47FRHBYH65rWYZEtNAWacNlc5Mq5FWYhqWKK+zdc2ne7XnBdBnlNr3IsvZe5SgZZkNAEDVtxjF2BHXitr5dP+sPdDMYGabpo8nIym0DXdZw2Z80f0ma14XP42Deyj+2d25Euqi1bBIG0pvKaUqSg+4CtSIZAl2Cj52e0NXw3OeJD84MULBrRko3qeZeeYqXEQmKaTn8L+P1v7cSO7ZB75LxonAuMPA2+ELf238j+idM15lRzsJlbVl2dLZTIJfjx8R+bOyoBXhh8gcnULHWtWzg7fpBMtYy3rotkLk45G2Pdjf8av7+J4UqRJtn2rt0/RVV4deRVXhh6gbySp9nfzEfXfJR1zesuCfaCIOCxKFDaB/lpED1g32yKqgkCqvZ6htzkb+K3bvstHjn5CE3+JrwOL+limoGFAapalZMzJ9nZtRO31U08GyddSqNrOlu7thJyrZyjePjYw8yl5rBZbPjsPgRRoKgUOTZzjPUt63Hb3aY7kwART4Sl/BJCVSCRMzn0Va3K2ua1rIquYmp5irA3jE224ba5aW9rx+fwMZ+e57fv+G0mEhM8duoxikqRxewi7aF2BuYHyFVytARb0A2dA+MHWMovcUf/HVhlK1+88Yv8xQt/QbKQxCbbyJQzrI6u5pbVV/9MfJBxXQb5ueIos0qaqPX17CqvlzmROcLNdffWsqJPbP4EJ35yglgmRsgTIlvKspRfojnQjOOnNGMkUUI3dCrVygrKlhuRM5UCZV0jdJ7eVtQ1zihFPna5i1sehJm9oJWgYTvUb6uxUN4PGE5PEl7fj3Z4AEsyg2634VE1tNgiyud+Getb2IUAphGK57OmObmWAHkNWFfT73fRXb+JVDGFTbbVKHxXw/7R/VhlKwFXgDNzZ3BYHNhEiULsHEWtim73kisuE/I3U8rFePLYD/nXt/07ls7LLbwbklTlapl/2P8P/ODoD0jkEjVzjkOTh/i1W3/t0iClZSD7iNnslxqpVHPMTP0TOWENwcAuTs+fZmppCq/Di6ZrnJk7g6ZpeB1eLJKFsCfMbvdunjnzTE0WAMBmsfGFnV/Aa/cS9a1UGo1n4+TLeZMa6QkiiiKZYgZJlMiVczw/9Dz9jf3c0HYDVbWK3WKnJ9zDcGyYglKgqlfpb+qnJ9JDVa2SzCcB6G/qpzXUisvmYj49z3hinK899zV+ePyHpkmLIPKjYz9iS8cW1jWuo72uvXZNLcEWRuOjbGnbQsgdYmf3Tup99bx07iVShRQbWzayq2sX9mugPMYyMV4dexURkZtX3UzQ/R4x33mbeP9Ej3cQs8oCHnEln9gt2kmoOUpqBofFD5i1zt+993f5/pHvMxobJeKL8JU7v8JTZ55iJjmD1+E1DRQEAVmUafA1XMJwWNCq2EUJhyhR1M8bKYsCEdHCWKVIx8UfvrHHYPBb5gCRYDHFvOq3w5bfet8EekGUON7fRiKdxT8fJ5gr4bBYmL15M+233/7GJ7gaJI8pC/xTsFlsl9VavxxUTWUhs1CbEF3KL+Fz+rDJNubTM1hFC3aLnVI5j6WSIeptZHZ5ioX8MnXu0FUbsLquo6jKNQWUn8bg/CDPnH2G2dQsdosdr8NLUSkyGh/lm69+k23t21byvSuDJl1RCjGfSfKXrz7BsdlzlCrfRba34bK6+fz2z9eSEa/Dy1x6jpnkDB11HQiCwOzyLK+Nv8aWti21+5cqpPjO4e/w6c2f5lz8HBFPBEmUWMovEXKHCHvCxLIxdF3HZXUhizLz6XmqWhXBEOit7yVVSuGyuzg7f5awJ0ydp47FzCKbWjbRHekmW85yYvoE2XIWq2QlkU8wsTRR2yFVlAo/OPoDvA6vKcEgWdA0jX3n9uGyuFYEeXjdsPuC7ENHuIOOcMebuv/fPfhdvvb816hqpgGN7Wkbv3vv73L3urvf9Hv5XsP7I3K8w5CwoLNSPMzQDTAMBGFlnramYQ3/9b7/Wvu5Uq0wHBvmldFXUHUVWZLx2D3s7tnNTd03XbKtVtGRBWiSbVQNHQOwILKkKZQvFjArp2Hon8DdAvL5IGFEYeGwKehV/8YsmvcEgu2cXRymePtO/MsZ1GKJJaHEzRt2Y7G/y7LI1wBRELHKVpM9IltrNVyf08f08jSCLGAr5yiIEharC6tsQbDYSVYr3HwFxU9N0/jJyZ/w+KnHKSgFmgPN/Ksd/4r1Leuv+brOzJ1hIbOAVbTW+gleh5dkPslyfpmJpYmVE61aHAQXhUqZP3r+n9k/fgbd0LCJOonsOSTRxnODz3Hv+nsRBAGLZKEl0ELUG2UuPYcoiByZOkLEG6kxVgACrgCjsVHq3HVEvVFOzZ5C0RT6G/tZ07CGRC7BSHyETCmDy+ZC1VQkQcLn8tFe187pudP4HX42NG9AEiQUTSFfzlNSSsiSzInpEyxmF1nKL6Fpmik7vDxDVauSLCZZ37Qer9eLJEpYJFMGIeKNIEkSDouDgYUB9qzZs+Le6Ya+wsD7zWIiPsFXn/sqEbc5gAZmz+b3H/t9trVvo87zLrnB/Qvhg8cXuga0OdrIayr6RQMpaT1PvdWHXT7fsNGyUD4BxdegOmO6BQGnZk9hYPDlj3yZj/Z9lPXN6+mq66K3vvey/OYm2Y4VgbKuYRFErIKIYeiUDZ1VF2dm6VGTRSJflAUKovlz4vS7cRveceQ0FcHfxJaWTSQLCSYcKtNBCbW1k/bWzT/rywNM5sWmlk0sZhbRdI3OcCf5ch6nxcnalrUk80kWlqdotNhodpkluuZgKze5fCsmVC/G949+n+8c/A4+h4/uSDe5So7/8dT/YCQ2cs3XpaNjkS2oqLXfGYbBhX90/acUTaUoGDmOzo1xdmEC0Am53Xidblw2D/lKnsGFwRqrRNVVErkERaWI2+ZmVXQV2zq2EXaHL+0xCOZ9Wt+ynod2PsQXb/oiN3bfSNBlmnNv79iO3WInW86i6Rp2q52IL4JFtuCwOEiX0pyLnUPRFH77jt+mt6GXu9bdRdQbxTAMBuYGODt3tibTMJueZWhxCF3XaQ+314KqTbaRq+RqlyVLMgFHwGTlaCpVrcpsapbOus4V4m1vFs8PP49u6LUAD+YCq6gKL597+S2f972C6zKTD1ubWO1YZrQyiaAbGAb4ZTfrveeFvpQZKDx5/mgZKsfB0g2ujzIwP0DEE8EqW9nRuQMwBaPiufhlWSt2UeQuV5DHCkkEXUPEoGIYrLO56b64tCM74Kd2FwAYVXPA6n2AkqEjiyLru3bQ1dRHrpjBZnVg2H1Ur1FX5N3Ehfdnfct6KlqFk9MmnbAj1MH48jiCItIUbDIDiFKglBhlQ0Mv66Nd9PouP89QVso8deYp2uvaa6W6sDtMpVrhidNP8JvR37yma9vQvAGP3XROKiklrLKVfMXkk3fWdV5SH8fWB8pZppbGqFbLWCUJiSoKXtx2B4n8MulCmlg2xuDCIEenjlLVqnjtXpqCTQwuDGLohmkYopk7UoBsOYvT6mR19PLMr6gvyoM7HiTijZAsJOmOdHN65jR2m73GaPFIHjRdYz49T7KQJFPK0BRoot5Tz9Gpo2iGRtQbxWVzISBQKBcoV8vohs5IbIT2YDtOq9Ms+1jNwFtSSuiGzr/76L9D13UGFweRRImtbVvZ2LLxbTXDVV298mPalR97v+C6CvKJbIKvPvtV9o3sA2BXzy5+cffnafA34rect5kzNCg+bxpdiE6qepXTM6eYX/oJE+VniJcdrGtct+LOGYaBcBXZ0Y1ODw1WG2fLBSqGRo/VSafFvrK0E1wNzgbIz5kDVWDqvSBC0zWYc7wH4BQlDMz74bJ7cZ0fEU+oVXzvYE9B1VTylTw22XZJA/xK+Lv0Inld48uBRiRRYkfnDja2bKSklChUCjxy/EeMNPbTqmt4xl5hNjlLQSmwvWM7e3r3XHFIJl1Ko2jKJb2YCzXwC1BUhefOPseL514ETGelO/ruqNXv1zev57be23i8+jiL6UUKlQIum4vWQCv3bbzvEjs7JA94HiDgniPokJjOVbEZITQccL58IUkSr429ht1qR5Zk1jSsYSg2hMPmoCXYwkxyhpu6b+LAxAEwTNVPWZT5xKZPcHDyIHXuOrrCXbXXli/neeT4IxSVIv1N/abGjKoQdAeZTc+SLWVxWB3UueqoVCsE/Wbj0jhv3DISH2Hvub0YGKSKKVO6QLLidXjJlXM1bfm59Byf2vwpvn3o2+RKOcbiY8iSzK/e/Kvs6ja/CzetunQu4K3ipu6b+Ju9f1NrdoO5qIiieIkG/fsR102QrygV/u23/y3TS9M0Bsym24sDLzKZmOQ7v/wdFE1B0iUkPcWCZqCKXqKGwk+OP2JaibltKJVh9o8XGU+M87kbPlc7dywbY33z+qtmEwFJZpvDg+NKJt+iDNt+G47+OaRNbXEsTtj0m+C+jDvSexBuUaLVYmOyWiEgSYgIZDQNryRdXcTsTWA0Nsq+0X0oqoJhGPQ19rGzc+dVFQiN8zIVD+eWAPhyoBFBELBb7NgtduZSc5yJdHPOGWRTJcvmti1saN7AXHqOvoa+qy4kQVcQl8VFsVJc0RhNFVLcvOpmwGzI/vlzf86hiUMmJ1yAbx/4NmfmzvCf7v5PiKKIKIp86eYvsSq6iv2j+0mWTEmB+zfez7rmdQiCQKqQYmp5Ct3QaQm2EPaE2bz6lwgNTDBdPE6iUMYq6pTUkqlv07qFda3rEBA4M38Gr8OL3WJnJDZCk78Ji2xhR+cOPr7x4wwuDKIbOrOpWZbyS2a5Z36Q41PH+fjGj+N1eDkzf4aSUqo1rd02N+lCmuMzx0lkE1TUCjpmQ/butXfT19BH0BXEa/dyLnaO0fgobrsbl9WFVbJSVErkKeN0BXF6IqxuXk+qmCJbzlLnruMvPvcXGBgs5ZZQDZWZ5Az/48n/wZbWLdzQccOb94C4AtY2reWh7Q/x7YPfXvEd/vJHvkxz8N33HXi3cd0E+ZfOvcREYmJF3bwz0snQwhD//Yn/TtQbpSxZSdT3YLM3IUoulHIWpWyw1t+E21KkLATpa2jnyOQRTkyfIOwJo6PT7G9mS9vlDQoypSyPTx7meHwch91DT/M6doU76bTYSSllEieOYTt1moCq4+ldg7jld0FfBk0BX4epLf8+wnq7G58kM6qU0AydDqudHqvjqkbX14rFzCLPDDxDxBPB5jY1T07PnkYSJG7suXLGJQgCXz6/sD+cW0I1DG6xOTkyd5rF+Cij7gjTwVY2ljPcWs4gYNZ/JVG6RNXxp2GVrXxyyyf55qvfpM5dh8vqIp6PI4kSd/XfBcBwbJjDU4fpifbUdgQ+u49Ts6cYWBhgbZMpUOe0Obln/T3ctuY2DFZq0ZyaOcW3DnyLWC4GmBz0T276JDu7d/JrH/k1/uL5v2BqeYq8kqfV28qe3j2E3CGCriClaskkFpy/3lw5h6qrqKqK2+ausVFeGnoJSZKo99aTL+eJ5+IMLgxSUSv8/I6fZ3p5+hKpiKnlKRYzi0S8EeyyuWPIFrOcnjvNr976q4iiyNrGtXztua8Ry8ZMqrGu0xBoxOcIMp+cwuEK4nL4CbVvI6yrJGIj7Fmzh1tX38piZpH//eL/Zu/wXjKVDKIg8tzAc9zRdwe/fPMv11QuL4czc2c4MnEEh8XBnjV7CHvDVzz239/x77ltzW28dO4lZEHmtr7bWF3/FocV32O4boL8TGoGQVwZaFRNJV1KM5eaY1PbFl6yeUmXSjQqaTqDGmOVDLORW+nKvoLLSHFwLslCPk5VrxLPxrmx+0b6m/qJeCKXzeLz5Tx/feh7TFZy1DsDVEtpjp5+gtyqW9gYXY364gsEh0coRMMsSjINg2donZ9H+PSnTVGv9yEkQaDT6qDzXfCeHZgfwGl1ouoqZ6bOEM/GEQSBmdQMG1o21LTFL4cLgV41DH6cX+bw4jB1s8eJN65n0RvFNnUEW2IU4Xw5IFlI4rV7r4maefe6u/HavTx2+jGWcktsbtnMA5sfqGWB8+l5REFcUfIRRdG89uRMLchfwE9rKuVLef7q5b9C1VUafeZilSqm+PvX/p6eaA9b27fy9Qe/zsDCAEXFNN5oDbay99xeplPThFwhQu4Qy4VlnFanaUZSzOC0OWkLve6kNRIfIewJkywkOThxsKbb/qMTPyJdTFPvq0fTtRU7m5OzJ3FYHBiGwWJmkapexWszy3Reu5fFzCJf+cFXiOViOGwOqtUqhWrBpBMbOqpaxiZK7F59C+VimucT4wSLaU7PnSZbyjKaGOXl4Zdr125gMJOa4Zmzz9Ad6eaTWz7J5fBHj/8RDx97GAOzlPrnL/w5v/+J37+EmXMx1resf1OMqPcLrpsg3+RvqumaXEC+bOpkt4XaSIkyRVEmYrWTKtmoaCI+uYxVrJJ0RDgztECiZNZa85U8baE2hmPDbGrdRMHQGSsXiWtV3KJEj9VJnWzhzNwZZss5WvwNSIKA3erAJsvMjj+BXxll1/AZyi19SKKM3TCYDwUJLaVwT07C6g9GFvFOIlvOIggCBycOoukaAWeAgmL6jr4w+AIf33R18TNBELjN6edcPsmgu475XpO331JYpkFTiGdjDC0O4ba6iXgj3LbmthXTy1fDjT03XnE34XP4LvnsgVlGuhYRtbMLZ0kVU3SFu2qKjGFPmLH4GGfnznJL7y14HB62d650CNvYupHRxCjJQpJ1Tes4NXuKscQYaxvXUuepY3fP7hULit1iR1EVzsydwWlxUlErjMRGUDWVI1NHCLlC+Bw+NrZuxG6xo2oqsWys1kiNeqPohk6ulKOiVlB1lX987R9ZLizTFe4iW87icDvwV/zkRZmNjb00rv4IAU+Ixcw8Y/ExRIudlkg3NtnGzPIMT55+kkwlg8fueX1XZUCqlOLVsVcvG+T3ndvH949+n/a69pqGUaqY4r89+t/Y2bXzmvs4HxRcN0H+ttW38X+D/5ex+JgpamSYW82oJ0pfYx9JBAQDs4EqWFClTrzeVjLJIxxZDpCIlzGMEgvpBRp8DXRHuknkE5yJj5GtMwcv3KJITtfYV0yzzebixMxJCrpKvpTFY/ciUaFOO8lMfg7/chGnNo6sFMlbN4FoQxIgJ0locxNozWECzsC7blP3fkJ7qJ1Hjj9CpVrBJts4M3+m5oX64xM/ZkPLBtrq2q56jiVdZbOSY9D6etbfn4+Tc3jZ2LaFm7tvpL3OHK+/2r1XVIWB+QGqapXV9atN/ZcrYH3zehp8DUwtT9EceD27D3vCbGrZ9IavO1vKksglyJayNUekpkATBgYFrUxB1zAMg2WtimJASJYJiDIhd4hPbv4kRyaPsJBZYFvHNn5p9y/R6G+8pFEMsLFlI8+efZZ8OY/f6WdgYQDd0OmKdOF3+jF0A6vFSiK3RMHQqCDQ0rSWc1NHMQwDRVPIlXOkCqmacuSRqSMEHAE8To/5WDGFLMpUKgXsjgB33fBZ3A4f+0f2spCNoSCSzMdJZeaQBVOpUtM0ROvruyBBEDAwKFVLl71fzw48i1W2rhCpCzgDjMXHeG3statm8x9EXDdB3mq18n/+1f/hfz37v9h7bi8IsKd3D211bVgkCz69ioCBYugIgM1iRxJE2us3cujEEwzMnkYSJZxWJ36nn1QxhSRKTOtV/Bg1YwiLAIau8q2RV5mcPcFYbolxq5OIO8TOejuaVqRqCWAEW9BYQtJz2NQpytZVFEpZBkcPsOCMkRUnCDqD3N5/+1XrjtcTeht6kU5IpEoplrPL5JQchXKhZkn3/aPf59/f/u+vmn27BZFj1pXiZQPuCG3ZBURBoMHf8IbZ9fDCMF997qtkS1kwzDr3F3Z9gVvX3HrZ462yld+553f45ivf5NTsKQDWNK7hizd98Q2nYw3DMM2vy3lcPhc22Ua2lCVTymKNdLEYaOPh9CKnczHslQJtziABdx3dNhfr7S7CnvAlU5u6rrOcXwbM4HehjNTf2E+ykOTI9BGy5SyFSoH2unbCnjDFShGf00fYU0+wcwd+uxeHxUYp1E5StjE+9hqZwpKpNX9+YveJ008QdZvCZtaqqVOv6zp5JU9V19nYtwfZ7kEQBBaTc5Q1jWZ/mLBWBSBdSGOVrOiaTrFSxGVzYWBQVsr4nX7WN12ltHIZLxsB4QMpJfxGeNeDvCAIdwFfw5T8+FvDMP7Hu/2cV0LEG+EPP/WHtcESTTcnFWdTswRdQVo1lbMWFw2BRjKGTrZaRkhNY80vs7ZpLT6nD6fVyXJ+mSdOP8GtvbficYdNj9aLsLg8zVhiFEUpU8osUBAlFpfGcRZ1gsEuNrWuoj4UJLuqAe/QLPa6KZJaE7GTe2nwB/D1rcdrMeVZHzv1GJ/f9vlr9q98T8M4r7kvWi6rmvhGsFvsfGrLp/j6C19nIjFhltrq2rDLdhL5BCdnTjK1PEVnuPPyT28YvFzKMIhAYzZGc2yIhcZ+pl116NUSm+1uIp6rSz8rqsJXn/sqkiDRHTGb+MVKkW+88g26o91XZGNEvBH+4z3/0XQ5UhV8Tt81lYKW88sUlSI7unZwevY0ZamMgEBCU9lcv4aQZOU7I3vJl/IIkpWzmVfoDbWj995Ko8VKWLaSKqRMsw9BwGFx8NLwS6SLaRxWB0FXkNv7bifkDiGKIresvgXd0HnqzFPYLXYa/Y1UtSqlaokNoQ0sAqIgsf68rssafyOl9u1YRAvtiTFcdhcemwe/y08sF+PmVTezb3QfqWIKn8OH3WInkU2wsWENcmwUJdxDQddJlzO4RLkW4AGsFitRb5SA87yyZSkDmBrxW9u3cs+6ey57z+5ceyePnXpsBSUyVTClFrZ3vLHp/QcN72qQF0yNgP8N3A7MAocFQfiJYRgD7+bzvhEurOaiKHLv+nsZXBhkND7KOsnCrdFOknYfc7lllOkjHDv8z6jVMggwl5xDEiUEBGLZGJ/d+lnCVhfDS1PIahm/M4BNsnJ48hgzc6dpEiVckpViIYmiVTldTvBvWtfxqY4+EEXGdvax5JVxnZ2inJzCaI1Q2HETxnkRL7/Tz2xyloXMAq2h1qu9pPc2DB2WzkDsGGhl0/CkcRd43zw9bVV0FU3+Jg5PHqbB14CISK6Soz3UTkWtMJGYuGyQNwyD/52a5/F8krtcAVa7/JxWCnhmTtBcv4ZZfzOTF4ubGcZlF6Kz82fJlrK1AA/UqJOHJg9dlXKXLqbZP7af6eVpJFGiv7Gfre1br8rgKSgFJEni5p6bafQ3Mrw4jGYY+LxRtkZ7eHZkLwUgaHejiRJioJnBhbMEA00sODzEYufYe24vkiBRrBR59PSj+Ow+GvymzlJ7uJ3HTz++IpHY3bMbQzf45mvfZCG9gNPmrA1rjegaay8S7moJtjCaGAd3iEZdRVPLSJJEX0Mfqq4S8oT4pRt/ia+/+HUSuQSCKLC+eT2f2/Y5lgvL9FaLhIMtJANNDJXSJHMJrLIVTdfQdI0bu2/k7rV388NjP2RgYQCbxcb6pvXcv/H+K34nbuy+kc9u+yw/OPKD2u9sFht/8MAfXHf1eHj3M/kbgFHDMMYBBEH4LnA/8DMN8hfDIllMc2JXkJA7hMvmolKt8I8nf0yvw8+A3Y2mVShVSxQU0zVHEARKaomyWub02aeYcvixYzAzsg9F10grJZKxcyzkErSHzDFtVVPRKxaE0jiirmGTLPQ73FQ2hFB3fIJy2s6pcy/hdqzcvguCYIomvZ+ROAVzr4CrHqQQKDkYfxRWfRqcV6a1XQ4W2UJ/Yz//dPifmE5OIwoiLcEWIp4Ii9nFS8xos6UsU8tTPKzrvGzApzx1fDnQiAHcFWxBNHQkBP4ys8jDuSVkFL5sO4egToPoAvsWsK6pBXxVvfwEpCiIlJVy7Wdd11nKL6EbOiFXCM3QTHljdBr9jWi6xsnZk+Qree7ov+OKr9fn8KHrem2YaU3DGqq6zjOLw3jsXmaT07gb+kCrIhgGxnk9nqH4CLujPRwb2UeDrwFJlHj67NNU1SpltYzH7kE3dIYXhumOdK9IJGRJZk/fHlrrWnni9BOI59VPlvPLbOzZvaKeb5Es7Oi4gYVyngYBPFYn9b567BY7i5lF3DY3H+3/KIZg1CSFPect9oSiOULoFiW2tW0mW0zRE+5hubiMTbahGzo7u3aytnkt/U39VNQKhmGe543KLv/p7v/E/Rvu5/DkYRxWB7euuvWqFMoPMt7tIN8EzFz08yywYr8kCMKXgC8BtLa+tWy1VCkxsTRBRa0Q8UbMDO8aam+ZYoYnzzxJqphCwGzm7OzcScgdQtVUNEOjs66TkdgIVc2UTnVYHIiiSIO3gZeGX2Jn1042W2ycKecpSzYEQaVZyxIvptEMjeXCMvW+eorVIhapgYlMhaPjP6Gzrps6dxC7Yz041hPV0zVPywuG29r5hlqd+30skKRrZgbvaiSjFJlaHiZfzhO1ytTPH8DVfd+1n0vTiI+cYnzgAB3uRqqyiEW2kCvnGFocYl3zOpr9r2fSI7ERnh98HoAlfws9osiNGAjBJgTALghckG/6cqARjApuZQhBToBk/kzhBfO/drNBurp+NbIkU1SKNT8BVVepqlU2tm4EzGD49NmnzZo9Zk2+PdhOqVqqORnJkkyTv4mxxBjpovneTy5NouoqLUFTSEwQBPxOP32NfZydO0udpw5JkIjn4mYgddch6iqSpqKJMrogYlfyaKKEjoBYStaeK1fOsVxYNoO7LJMUJbyOIFpmgUQ2cdlEojvSza/c/CssZBbQDZ16bz0pUeRQKYddEBHPL3xVi5ONwWYkrUK9rx5BMDXmNV2jO9KNKIjIkkydp67WDK2oFURRrImj9db3spRb4uz8WbwOL7qu01nXyebzmkcXhtfeDNY0rmFN45o3PvADjp9549UwjG8A3wDYunXrZdolV/1bXht7jf+77/8ym55F1cwvyJ7ePXz+hqvXsQ3D4LnB5yhXyzXGg6qpvDr6Kuub13NyxnTR0Q2dcrXMfGYezdBMmVpfhHv6buTQ1BkMDDyGhjh/msZqGdEwsElWwu46zsXOkS6mWcovmR90UcZh6+VEqpdzBYOoP8zta29CFiRC7hCbWjdxdOqo2WAyTPbADe3v3GTfzwRaBXSFpWKGg5OH0KxOFKuLmWKS0LnvsyUoEnD1grXN1Ea/EgoFePxxBif2E1CW2aU4GJBzaNEAAWeAolKkJ9pTk6EtKSVeGHyBsCeMVbbShE5VVXhtfD/tdW2X6M4LgsCX7TEEaR4kU0irpApYxAiW0lGwrQXBgtfp5Qu7vsDf7vtbBEEwd1pqldv7b6evsQ9N13ji9BMIglAL6CWlxFNnn7pEIlcQBAQEzs6d5dTcKSRBQhRFDk0equmgC4LA7p7dhD1hzsyeoaJV2N6xnUhkFUerZULBVlLpWcS6ThBEBMMgrWl8OthEQLbVqJuqpuK0OEk5RLRINzlvBEW2UpEdiKX0pbIJ52Gz2FZct1Ep0mjoLGhVRAR0oE6ycHP3Tg7oKhNLExgYuGwuPrb+Y7X7fHPPzTU5kQs00I+u+WitfCKJEresvoWNLRvJlrO4bK4PCQfvEN7tID8HtFz0c/P5370jGFoc4i9f+ksG5gcoqSUEBBaziyxmFnFYHHxm22eu+LfpYppELrHCI1KWZGyyjWcHnkXRFAKuwHn7OgsCAj67l3q3A1kocmz8CTRNRVYnwYggAKKhm6p8Di/3rL+H0edHkZGJeqK1YQ5VV4kEV2OTbYwvTzO1PEVXpAuAHZ07aA22MpYYQ0CgK9JFwxWEsd4vMCQbKcHK3oVh0p4GDNlCQM9RL8eYdNTz9PI0n2YKWWkB991XDvQHDkA2Sy7oxVaV6JNb8cydY0KTqXr9RDwR7lhzR433HcvGMDBW1LstkulJu5BZuKy5iKAnQHAxn1lm7/hZ0sUCkiiyPuJmiyuHbDWDzp41e+iOdHNo4hAVtcLGlo01GeBYNlbT1Tk4fpBStUTEE8EiWVjILNASfP3roBs6Va3KseljNPoba9eqGzonpk/QHekm6o3W6vf9jSutJb2aA2v3TfzzyUfJj+7DZmjklTLbI1383CqzgSpLMuVqGbfNjd3mwRbpIbY0iVZIAVBUy4TX3AaWq9eqy9Uyr4y8wkh8xGTQOPxs7rmJFl+05vV759o7KVQKZmPZ4Vuxm+5v6qcl2MJ8et5cAP1NlwyvlatlcuUcVtmK3+G/6vV8iGvHux3kDwM9giB0YAb3zwEPvhMnNgyDF4deZCQ+gqIpBJ1BBEEgXzHHsZ8ZeIa71919xSlI3biM4iNmoytTznDr6ls5MnWEkdgIiWzC1I4XNHx2EY81ylBiia3NXSwun2JsOclMpsh8eh4MWNWwimQhSX9DP4VKgYArgGaYDvdOi7MmZuayuZhNz9aC/IXs7+KF5/2OkWqFEd8aGN+PZGlAMUBRUyyKIYaDW6modrbgo0cdB2UcbKsuPYmqwsgINDTQni+xL5nAa3HSHu6g3YBizxYqamXFdKooiBiX49HBlVktUj3J3Kv85MwIPoeTJn8IVatwdG4WzX2GXd031w5tDbVetvGnaiqxTIyF7IKp0SJbmU3NkimZNnQzyRmskpVytUxFq9AdNuvhFy9GFzTvZ5OzK7TeS0qJ2dQsiqoQ9Uap89RxT2MvO3wRDk8eZjm/TFddFwjw3NBzNPubuW31bbx47kVUTcXtazCVKK0O7BYHmqHRXteGLEq8OneWu9s2XvF9fHHoRaaT0zT6GxEFkWwxy6Mnfkzvuo/hs3tZY3fSZLHjsrmu6K/rdXjxOi4/TzC0MMTL516uySsHnAHuWnvXVems8WycU7OnSBaSNPmbagy4D7ES72qQNwxDFQTh14GnMSmU/88wjLPvxLlVTSWeiVNRKzV3JqA2sl1WyyQLySsG+YAzgMfuIV/O144xDINMKUPUE8Xv9LO7ezdnZs9gtVhpcTaDnmI2m8dt1XDbHawONzOUmKSkDlHSwwzMD6Cjs1RYYim/RMAZ4Odu+Dlsko1jM8doDbSSq+RQNJPapWgKHtv7Q0b4rUAxdIYrJbyh1ZyO7sSnJLCqeSY8HZQ99aZSumRnr+Kg3ebFUp28fJAHs/FpGPS4mhjKzTJbWsKrS5QNFSWf5J5196zIHOt99dhkW03NEUzDF1EQafJfYREVmhmbGsWlJnFavFS0IoaawmJr5/FTTxP1NtFR13HVfk/QFWRiaYKwN4xVslKoFFA1lVw5R0+kh4mlCYZiQ1gkC43+RmwW22WnYS9k+YPzg6Z4niBxYPyA6cB0voy4qXUTOzp3EHQFubP/TtLFNH/81B8ztjSGRbKgqiqr61fz6x/5dUpqiWVd5zszJ8inZpFFGb/Tj9/pJ4vI0OIAd7asv+xryxQzTC5P0uRvqn3PhgU4XswyP3eaxqb1vFbKcrsrwA7X5YOsqqkIgnDZBXYpt8QLQy9Q76uv1eyThSTPnH2Gz2z9zGWH0maTszx68lEcVgdOq5PBxUGGY8N8avOnPgz0P4V3vSZvGMYTwBPv9HllScbr9OKyukgX07UmWFWrIogCQWfwqtQ0URS5bc1tPHbqMdKlNJIoUdWqtIfaOTlzkuHFYWRRxuMwx6ktFgvNrhCy6CRdKRL1+MlUCtzavRZVU/iHk2P0N/ejaRq5co6IN0Iim+DA2AF6oj20BlpJlVJYJSsOi4NCpYBhGHSFu97pW/OeQUHXMDCwiDKRxs28nIkj2J24xWUkTceppAg5XCBAXIOmi01ULoYsQ08PjI1hq6/nvvrtjBbmmJ4exLN5J71bP3aJe49VtnLPuntWNNZlSeaOvjsuXfgNAxYOQvwEtqUy7aUkGS3NsKORU/EiBXUem1LmR8d/RG9DL3f03XHFfo9u6ES8UU7OnmQ2NYOmazitThp9jfzwxA/Zs3oPn9xsjuJrulYzFkkX07WstVKtkCwkOTR5CKtkxcBg38g+Ao4Aq+tX0xRoQpZkjk0doy3UVlOF/N7h7zGxNEF3uNucCjUMhmJDPHHmCX5h1y8QNXTsc2cIhLtwnJd+1gBZEJHLeTRdQxRFDMOoTdf6HD7KqsnNvxBs46rCaKVEyGLHpVapl61UdZ1ni2n6bC688uthJVvKsn9sP5NLk0iiRF9jH9vat634bo4vjWORLCsmVIOuILPJWZKF5CWGIIZh8OrYq/id/tp76bA6iGVjnJw9WVP//BAmfuaN17cKQRC4bc1tvDzyMtlStuaAY+gGEV+EjS0b33Cwpd5Xz4M3PMh0cpql/BJ7h/eyb3gf2XKWY9PHsEm2mg2Zrhloho1UIUm6VKHFV4fDascpKyxpYUrVMzT4Gohn4yiqQne0m6pWJZ6LmyPoVgNZkKlz1zGbnGW5sEzEE+HY1DG2tG+54jb2/Qy7IIIAumGwqq6DSQyGSnkEXSRk5PB7G3HKNoJCiaKugvUqej07dkAqBbOz2ASBfl2if8snYM8ecxG4DOp99Ty0/aFafT7iiVwi/gVAehxih8HTiq1uHWdmDVp0ATVWQCGAZJVJK2UUVeGVkVeoc9fVdGIUVUFAwCJbKOkaR0tZTlcKZO1ebM4QPtmCgIFFtLCUW6KoFGtPK4kSHrsHn8NHqVpiLmW2qyRBQhZlot4oTquT41PHOTVzilK1xNHpo/gcPu7uvxuv08t4YpxGf6MZ+EZfpSXYUgvGF2rf+0b38Qu7fgGrILLd4WdfLo7m9GMAgmEQKCzR6Aljkc0BvOcHn6+JvwWcAXav2l1LgiyShVhVQQBUtUzgfM/IIoqgGcyoFfrPvx+VaoWfnPgJiqbQ4G9A13VOz54mU8qsGGSqatXLZviCIKBd5N528fGpQuqSsqbf6WcmOXPJ8dc73rdBHmBDywa+eOMX+dGxHzEaHwUB/A4/t66+lU9v/fQ10SidNidd4S72jexjMDZIR9jcji+kF4jlzCba57d9njNzZzg1dxxRL2GTBcIuC5NLY4i0kyeIqpoj2+lSGrfdjSRKhN1hc8Tbbpoyf+Wur6BoCn/xwl8Qy8YYS4yxb2Qfj556lN+67bdorXtjCmlZ1xlRiqS0KvWyjU6LHfk9OqrtECVaZBtT1TIhycKuQBsla4qyFiIqpQiQoU1cpGDY8Hl2gnwVHrPTCQ88AIuLUCyCzwd1dW84OWuRLTQHm1nMLHJg/ADlapmucBftde01NySWz4A9CIKI0xPBYnEQU/J4sxOIbg/T8TFkm5OJzCx6tcI3X/0mPoePyeVJppamQICOcDfV+l6mc3Ga/I3E5s/i9jdhlSTslTyJfILWQCsj8REk0WTR1LnqalIZ92+8n0Q+gaZr6LrOY6cew2l1kill2DuyF93QTe368+bZj51+jI+t+1gtOC5mFplPz5MupAm4A0Q9UWwWm5mBXzQ8cHPrehaPPkKmnMFlc0M5h6BV2bXpflRN5fFTj6Pqam2oK1PK8OzZZ9nWvo1XR18150hUhUxmkfZgC6HARcNfAiskpaeT0+QquRp7TZREmgJNvDryKjPLMzQFmrh11a20Bds4MX1ihbNaUSlis9guy7CRRRm7xU5FNTWMLqCoFAm53roN4AcV7+sgD/DxDR9nc+tmRmIjFKtFesI9rKpf9aaEveYz88yn5/HYPLUv/oUtca6co2pUiXqj3Oi4mZKSp9XnoT3g529fe5IXJw8TcI0xmzabaxbZpNlpukZZLXP3urvpCncxGh/lldFXeObsMwwsDNS23ZIgMZ+e5zuHv8NX7vzKVRemhKrw7XSMrK4hCqAZ0Gqx8nlfPfb3aKBfZ3djE0XGlTI6BhscbjDchOUGrJTIaAp1Fi8hxzXQ5UQRGt+8gcrZubO8NPwSTpsTWZQZjY/SEe7gzv47kUQJVSmSKqaoFvMkdQ2/y0+ikKRUyaPay/jdQbz+JtwWK4KsYOgGX3v+a2xp3UKDvwEDg1OxYZaSMzSFWmmtX83M/FlKSoFU1aDJYqO7rpuckuPM7JmaC5Nu6EQ9UXZ17UIURbx201e0Uq3UmsZTS1MomoLX4aWklBAEAbfdTS6d41zsHA/ueJCppSkeO/UYjf5GJhITaLpGspCkN9rLbGqWu9e+rl3jsXv43NZPMbQwxFx6jlD9Kvoa+gi4AswkZ8iWs7WgDOYw1kxyBp/DxwObH2BwfhBrOUsq1ElnpAvpgm2gpuIUJDou4rJnipkVJRhN0/j2oW9zcPwgfqcfq2Ql4AzwJ5/9E9Y2reXs/FksksUsGwkid6+7+/WFeMXHQGRr+1ZeGnqJBn8DVtlKUSmSK+W4qfsmUoVUbfG83N9fb3jf3wFBEGgJtqygpr1ZFCtFZFG+hI0hizKd4U5a/C2cWzhH0B1kVXQzrcFWvnv4u1gsXlpcDuyyHQzTHCLijTCbnMVr97K1dSs9kR7GlsZYLiwT9UZJFpLmUEkhha6bCn9BV5DJxCTpUvqq3OCn8knKhk7TRSWH6WqZQ6UsN7v8b/n1v5uQBYE+m4vVVic6BhICs9UKE9UymuFkrSNIm9WGdI2LcqVaQRCENzTzuIBytcyrY6/S4G+oBRy/08/k0iRzqTncdjevzI/hT55lWXQwHB9Ds3tY46sj62tnMjlDU6gdQQALAumyKTN9evY0TpsTQRD4p4P/RLyUpWfVzbQEmtE0jVVtW4klp7G4AoTVKk8f/wFlpUxvfS8VtYLdakdRFFKlFAFngBeHXmR4cRgwtVk0TSNVTJlNVySinigTyxO1ermiKXSGO4l4IvzTwX8i5A5x99q7efjYw8SzcapaleOV4+zs2skDmx9YcU9cNhdb2rewhZVGN4qqXPYeCoJARa3QEe6o1f83lHI8mk+RUysYgEeQ+Kw3jPWiZKPOU7finIenDnNk8ghBV5DOcCcWycJiZpHf+/Hv8fC/fZjV9auZS81hs9hoC7XVPGMvh/7GfjRd4+jUURRVwWl1EnKF+If9/8DU8hRVvUpnqJO71t3FtvZtHwztp7eI932QfycQcJlMG4tkoVQt1UwQkoUkjf5GHtj8AOVqmcaASR+LZWPEc3F8Th8em4eoN4qqq3SFuwi4AnjtXrx2L70NvYzGRxlYGKgZPkiShKqpuGxmw7iiVgDQ0ZGv4oNa1FUmlTL10soPa1CSOVUuvGeD/AVIgoB0vmzQarXT+gbqixdDMXRO55Z5fu4sy/kEAaXMpkADN3bsIJ433YtShRTNgWbWNq1d0YS9sJhafuq+2S12ppPTLGQWqDgaqQ+UsC+eotkiUSgvk3f5UDrvQkz/hIHZ02xoXkvW4iTqi1JUiqRLaZbzyyaDRinwwpkniJez7F79ETKVAl5vlGwxSSwbY9/px5lNTtPkb6LR30hBKRD1RdnatpWCUuCps0+RLWVp8DcgCiJFpUglV6klHwWlYFr1dezAZrGRLCTRdI01DWtMo+xyppZ9P7j9QSYSEyxmFwk4A/yHO//DNQe4kDuEYRhoulYrA+mGftmp636Hhy6bi9lqGVEQsBczPHnw25ycOYnP6eOedfewrX0b9b565lJzhNwhXht7DUmQCLqCtfcj6o0yvjTOSHyE3obeazJpAXPh2dCygbVNa83a/8mf8IOjP2Axs0i5WkYUREbjo4wvjfOZbZ/h/o33X9N5P4j4MMhjftB6G3opVApMJ6eZWpri1NwpU49ELfOnT/8p65rXsZhZpMHXgKpraIJEBWh3hxhfGscqW/E6vTT4Gnhg0wMMx4YRBZEfHPkByWKSilrh1ZFXqffV12qKAFX1vMtUz414HV6KlSKvjb3GmYUz1LnquGXVLTQHmxERL2sVrgPWD7DkvGYY7M+leG7iMGK1TJ3TT9ElcSAb57Vn/xSX1cnE0gRFpWjKBvibeGDTA9zYfSOiKJoUxcvw5ata1dRgzy/TFGgi5gpyeGGWqCtEStXJSA3E4xNE3HUUsnGESpGsqpIpZRhaHCJbzvLC0As0+hv5+PqPYxgGj516jH986f/wmw/8IZPL06h2NwPP/S9mk9Ps7NzJ+qb1hL1hqlqVTCmDy+ZiJjnDTHKGbe3banIWVsnKcmGZeDZOwBVgR+cOppPTFJQCk8uTpglI8zqmlqeYT81TrpZriosWycKq+lXUeepo8DVcU4DXdZOu6XP42Ny2mSOTR3Db3AiCQCwTo8HXQLqUxmFxkCqmSBVTeB1emvxNdNucJPNJ/svjv0+mmCHsCZPIJ/jqs1/loRse4p5193B27ixDi0OAmVBdvGAIgoBgXL7BenD8II+deoxMMcOGlg3ct+E+0yP3IkiiRCwb40fHf0SqmGI6OU2+nK89l12y8/3D32db27aat/P1husyyA/OD/LjEz8mkU+wq2sX96y7hz29e2gNtnJk8gh/s+9vWB1dTX9jP6IgMps22TB39d/FWDbOvM1LxRvB5Y6QsLooqAoBu5uKUqEn0oMgCPjsPv7ypb+kzl1HwB1gMbOITbYxl5pjTcMaYpkYFa2CO+Wmr6mPn9/+8+TLef7gsT9gfHkcj91DpVrhqTNP8R/u/A+sb1lPt9XBWLVMvWiWKgxdJ6Vp3On64DFzLiCpVRkrLCGUswTPBwevoROzWBlZHKbVG0WWZFqCLRiGwVJ+if2j+2n0N9IV6SLgDNDobySWiRHxmjaNF+irHruHfCV/Xi9IouKsZ8LQUEWVVGbRtP8LtRK0WMgWs4zGR7FIFlqDrciSzGJ6EY/dw4HxA9y66lYskpVHXvt7XBY7X37gjzh06FscPfcSe3r38KXdX2LvyF6qahWLbKFQKfDoyUcpV8s1rZdNLZuo89Rxeu4086l5WkItrGlcQ8gdqpUjT0yf4N7199IaajW15tOzzKXnUHWVzrpOrLLJzc+X86zvv7qVnWEYnJ0/y+HJw5SrZYLOIPXeegQETs+eNgenHF7cdjdPnn6SocUhmvxNhNwhNF0j6Apy34b7eGHoBZKFZE2Z040bj83DIyce4fb+283SUPsWrJKVP3ziD9ENHUkwdwrxbJyIN0Jvfe+Ka/vxsR/z7UPfJugO4pBNeeSjU0f575/47wTdK0uap+dOk8glWMotkS/naxr96WIai2TB7/JzYvbEh0H+esHTp5/m937yeyZ/W7bw4tCL/PDYD/nrh/6a3oZe4tk4Db4GeqI9tb9pDjQzEh8hGmii2rqZVr1KqzPAt1/8C6bySXL5JUJWBxua19fMf8cT4xSrRYLuILqu47A6KFVLyOdH6z/S+xG6w91s69zG6uhqRFHkxyd+zPjyOKuirw8EJQtJ/mbf3/C1z32Ne9whvpONMVctAwIG0Gdzss3xwR2oyuka6vk6/AUIQKmcQwXi+TgdIdOZ64KWjCzLDC8O0xXpQhAEbl9zOy8Nv8TUssmE0XUdzdB4bfw1hheHGUuMsb5pPUFXkOHFYXNIyzBw290ki0m2tm7l7PxZbBYby+e9BXRDx2P3kC6aui9N/ib+1Y6HyJdz/HDvX/PDvX8NwEPbH2JX1y6cNicbmzdybGGAarXI4MIQ3eEu9vTu4fj0cQwEDsycYFvLBhbSC9itdlNoTxCp99Wj6ioOi4M71t5B0BUkU8pwePIwiqaQzCcxdIOSUiLijeC1ebl3/b3YLXYG5geQROmyMgKnZ0+zd2Qv9b566tx1nJk7w8PHH+ajaz5KZ7iTHx77Ibqhs75lPU6rk7JSJpaN0dfYZ2bQmRgHJw4ytDh0yQCS3WJH0RQWMgu1ie77N97PvtF9vDryKpJkGnq77C5+7+O/hyS9TqEsVoo8cuIR2oJttYDttrsZj4/z/NDzfGbrSrmSC9pQFa2yYuDKMIyagF1JubyL1PWA6yrIK4rC//f0/4fP6VsxLj24MMj3j32fL9z4BdLFdG3bfDEEBOYqeaRgK0HBwdnMPNu6biRRWOLk1HEoZ1B1lYJSMD9waqVWkhFFkQZfA7lKjmK5iNfu5Vdv/dVaE+sCDk8cvqT2GXQFGY2PsphdpNHfyC/7G5hSK+Q0lbBsoelNKvO93+ASJRw2V83o5QIkyQK6hs1y6Qi9RbSskK1w2pzcs/4ecuUc+XKex089jsvmwm13Iwoi/7D/H3hx6EX8Dj8GBqujq6loFebSc9hlO7OpWbNcITtqi7QkSEQ8EcLuMF6Hl+HYMJ3hTn7lll/h2cFna8/99Qe/zncOfYecqpCv6yBa18F8ao6QI0iz1c7J2ZMsKkWm4mO4fVEysVGy+SXWhjtX1KetkpWKWqmxT45NHcMiWvDavWDAptZNpEtp7lt/H43+Rk7NnuKJ00+AQG2Q6fY1t9MZMbX2NV3jyNQRGnwmO0XVVObT80Q8EaaXpxmJj4AADtlBMp/kdPo0bcE2FE0hW8qaZRdPHSOxEaLeKOdi5+CiNUTVVQRMnn3tNVis/NnP/RkHxw5ybPoYQXeQO/ruuGSQLZaNmaqvP9W38Tl9DC4MXvJ+Nwea8dg9NXP0crWMYJguUFbRil22r2AMXW94b/Lu3iUMxYbIlrKX6GH4nD5eGnoJgM5IJ7qhrwgq2vnJzXpfEwICS5l5cqUUdf4GkCz0tG+lKdjGxNIEPzz2Q4YXh/nsts8SdAZJFU0hKEmUcFldOG1OvnTLly4J8AAem+cShoOmawiCUJvolUWRLquDjQ7PBz7Ag6lw2OwK4PY3EsvFKVZLLGlVrLpKf7Qbt91NvmLWYLOlLE6L0wzU9SsHq1KFVM0hqapVcdvdZqCbPIJVthJ0BemKdNHf2I+qq7QH2lF1FbfdjYFZuz86dZSSUqqVR7LlLGFPmMmlSdpCbfgcPv7+tb9f8by/95Pf47bVtzGo6ywU02j5JXyCgc/mYsriRPI24KrvZVXzepR8Eqco4Qq2EGlcS0zXOFcpMl+tkK+W2NiykbJiynWUqiUcVgeZUoagK4jP6cMm21jMLJIupnl11Oz/NAeaaQo0EXKFeH7oecpVU/NeUZUVzkkVtWJm1lYX08lpNF3DIppTqBfkNxYyC6YEw0U9oAtqkhf6GxfONZ4Y56bumy4prUiixK6eXfz6bb/Og9sfvCTAAzXxOFVfqd2fr+Qv+725oeMGswfhbaDeW28qvsqmMGCDr4GuSBdrGq5fyeHrKpN32VwYgoGu6YjS6+tbVavW6Fp9DX1sbdvKoclDtVJLuphmz5o9rA2383Q2wanpE5ydG0SQLTisTryuAE1N/cScPlqCLbSF2tjZtZP/et9/5Xd/9Lsk88nac31848e5dfWtl72+j/Z/lKNPHiXgCpimCbrO1PIUm1o3vaHv6PsRxYrJUrFb7FekjkqCwC6nH3/LRg67gsQyizTqVW7p2E7D+nt58syTPDfwHLFMDJ/TR2u0lbVNa+kMd6KoCmfmzvCTkz8hlo3R6GukolbIlrPU++rJlk1DEb/TT7laJuAyZYvHEmNMJCdo8DVQqpbIFDPky3ny1TxqVmVyeRK7bGd983p6o720BlsJuoL87St/y6MnH+W+DffxmS2f4a9e/iu+9vzXyCpF7r7v/4dVKSIKIqIo8Tev/D8kdx1jooRYyeF0BYmE2ljVtBbR4mDfzAlW+RuxizJjhSUCriCrWzbgsDh4/NTjxDJmthtyhdjQvMG8WYLJhplPz5Ov5Dk5c5JsOVujLKqaSjwbpzXUik224bF7arr4F4w4cuWceY+KWeYy5gRuW7CNxkAjZ+bOIAiCuXsAFrOLrGtcR0e4g/9493/k7/f/PWPxMSyyhbvX3s2D29+aFqHf6Wd3z25eHH6RtlAbNtkskxmGwe1rbr/s8b9y86/wrYPf4szcGRr9jZTVMlbRSke4gy/v+fIHcqL8WnFdBfmuSBdr6tcwGh+tKQhWFJOqdkFPRBRFfuujv8XL517mlZFXkCSJX9j5C+zq2kVRKbL30LcZyqdIFJYoGwYW2cZGXcNid+OwOOit7yVTyqDrOh/p/QiP/NojPDf4HEWlyLa2bWxo3XDF69vStoXP3/B5fnj8hzXDkP6Gfn5l96/8i9yffykYhsGJ6RMcmjxUM0ppC7Vx25rbLmsMYRdFNrt8bHKuhea1K+rzP7/j57ln7T0sZBcQEPDYPcSyMb514FucnDlJpmSW0UKuEDPpGZr9zcSzccYSY7Xg7nP4EBBwnTf4lkWZbCnLLatvYTGzyN6RvXRHus0mntNPwBlgKbdE1BPl1t5bOTVzir9++a954swT3Lv+Xvas3sNTZ55iY8tGREHkm/v+hsPxUb7y6T+lJdRCRati8dZTUBVUrYqslEgj4A82I+g6oZZNtMsOXKlpNLXMxpaN1EVXM6lWcVkdZkIiSixrBhabh0VdI6oqVKvVGof/+PRx6r2mQ1M8F2chs0BHXUft3omiyK6uXTxx+gk8Dg9Oq5OAK8Dg/CBFpYgiGPi8ETK5BOlSGjAI2iVuqk/hrTxCWg3R6t/B1vatAKxtWssff+aPyRaz2K32a55juBK+eNMXsVvsvDj8IlW1SkOggV/7yK/RVtd22eO3tJuDaftH9zOwOIBNsrG2aS3b2rddwsj5WUPVVIZjwxydPMrk8iQOi4P+pn42t26+Zgrpm4FwOQW8nxW2bt1qHDly5F19junlaX77+7/NRGKi1qR5aPtD/Pptv/6Gf/vIsUf4p8Pfpa1xLUPJaabjY6jlHA4MNrdupiXUwqroKlRN5ed3/PxbvsZsMctMagaP3fP+9na9AqaXp/nJyZ/QHGiuNcnm0/N0R7q5bc1tb/m8uq7z+OnHmUnOYGBwfOo440vjhFwhVtevxsAgVUwRcUcYiY+wu2c3f/fq3yEIAp3hTjrqzAbuWGIMq2zlgY0PML40zisjr5AsJBFFke5wN1FftFYmWdu4lkdPPco/vPYP3NJzC31NfZyaOYVhGPQ19mEYBoenjnBq9iQbe/fw2T2/RXfrZp4Y2QeyFS0Xo1QtE7A6Wcol2NO5k1y0m7Booc/+er9BMwxmMoukh1/A741yRq1ydvIQ5XIOl8NH1BPhs6tu5tbO7fz9/r9n37l9RLyR2sRnIp/AY/Xwh5/8wxW0yvn0PCdnTpIsJGkONDOUGOfHY/tZSM3jsNoJuupw61Xy6XP8hxs3s6ltHcWqilMq4nFEEbyfBvHdKxsqqkJRKX5gdrJlpcz/e+X/cWDiALFsDJfVRUkpIcsyDb4G/vXOf83O7p1vamIfQBCEo4ZhbL3cY9dVJg+mDvj3f/X7HJ08SqaUYW3jWiK+a1vpD04cJOIOY9cU1nnCuMt5BorL5JQyHXUddIY7SeQS3N536ZbyzcDr9NLv7H/jA9+nuGDxdrEoVb2vnpHYCDd23/imbd4uYDG7yExyhpZgC0MLQzhtTlw2F9lSlqJSNCWHDWgJtNSeoynQxEh8hKnlKZbyS0Q8EZr8TaxrXscLwy+QKqZYLiyzmFnEKllrVL9CpYCAwP6x/bisLj61+VM1RVSX1cWq6CoGFgYIuULs6NjOcilLtlrhZGKUkt1NpGENqZljBLUqi8BofARdsnK2kERKzrIqZGasVUMnrakUNZ3pxDhhi52szY3LYeHG3ttI5+Ik88vctO4ebIEmVE2lXC1zQ+cNnJo9VWtAS4JEa6j1Et58o7+xVuc2DIOjhRR9rZu4oWM7s4kxlnMJSrLE+gYvfc1b8DqD1Aof6hwoY2B/9z6rVtn6tncF7xVU1SrfPvhtnh9+nkwxw0xypmaS4rF7sEk2vrH3G7hsrqvu+N8srrsgfwFb2re88UE/BafVSbJg1tclUaI72o3f6efk7ElsVhtltcxta25bQYH8aaiaSjwXR9M1wp7wWw5o72eU1TIWcWWwudjX9q0iU8zUzuOyudB0jZArVPP/ddlcGBjklBztde0s5Zd4aMdDjCfGOTZzjFQhhcfu4dc/8uuU1TLHp46bjkpW0wwj4Awwl5pD13XG4mM0+htpDbbSE+khno0T9UWxSBaOTh3FYXVgk23MZ+ZJlpL0RbppivaglzKMjLzCzds+yy2rbmVk7hQTgy/gsbmoa91Mv81FITXN0XKGna1bmdAUqoZBQdcoynYkhx9NlLEbOpJsIxJoQbI4CTt8JNQqgl3CZXNht9j5SO9HamwxAeENyxZ5XcPmiUJiHGcgyKoWM9AUKnHc2Ry+n6bqCk7Q4sAHNyF5JzGdnObQ5CFimRgTSxNU1Sqlaun12Q0Mwu4wzw4+y5rGNe/Y4nbdBvm3gtv7budPn/lTAs5A7Q3IlDN8avOn+LVbfw2rZL2iwFhVrXJg4gDfP/x9MxiJoumDue5j3NZ32wcmW7kWrIqu4uXhl1fwtjOlDHXuuhqLCMzMMpaNmdOhVhcN/oYruzphim/pmJlrxBthODaMx+bBZrGRKWXIlrLmgJO3HofVgdfhRZZkVtWvoifaY7o65WJohsbjpx5HFEV6I71s79jOiekTHJ85zkJmgXQpTaO/kZA7RH9TP16Hl4GFASyyhb7GPqyylapWRcds2rc729F0jTqrk0oxiUWyYixNslTXxrmFIdMuUBQonHuJXKCJNY19nMonOFRYwmlxoJeyNIgSDleAY6U0IQREQMIwlRgtNqxWJ6qhIwoC29q38ezAs9T76ol6o+QreZL5ZM0U+0rQgfq6NlLxc8RT83hcflRVIVVIs7u1Dav0U/feKIL0oerjtWJoYYhENmH2PFSFglKoSVUbGGSKGepcdQwuDJIr5y7R0X+r+DDIvwls79jOpzZ/isdOPlZTEeyt7+WXdv/SVTPyC7Xibx34FtlilkQ+gaEbhDwhZtOzJHIJPrf9c9dNoF8VWcVofJTp5DQOiwNFU7CIFu7sv9N0PdJ1ppPTPHryUZZyS4Q8ISyShTp3Hfesu+eK9nIN/gYi7ggLmQUinghb27bW9N/r3HW0Bdu4c+2d9ER6eHbgWURBRDMMsrpKVtOwiQLT6Xl+dOxHzKRnWMgs1GQPbu29ld6GXp46/RSJfKJWrnny9JOkS2kq1QrDi8M0B5vZ3LaZo5NHMQyDvJI3dY3qzMGsqlZlbeNa/Eqe8eGXiKXnKJWyhESZZqePyaVJot4oXl1DLaRILu6nXMqQFgREQUZ0BcnoVSSrG0u1iKHrbG7bTErX6Lc5EQWhRh89NHmI5fwyfqefe9ffS4P/6n7BHlHCbbGzte8OYktjzC1N4Lb7aO+6kU3+JVAHQKoHZNCTINjB2v1Ofzw+sMhX8lhkC9lSFkmQamqbhilLSlU3dfXL1XKN6vpO4LoL8hf4vBW1gtfuxWVzXZPuPJiMhM9v/zx39t/JdHIan8NHR7jjDf9uNjnLY6ceYy49x3xqnmw5C0CikKAl0MKzg8+yrWMbaxqvDy6vRbbwsXUfYyZpBlKP3UNnuBOXzYWqqTwz8AyvjLzC5NIkPoePTDnDDR03kC6mOThxkD29ey57XkmUuGfdPRyZOsLQwhAlpUS9r55V9lVYZSuyJJMsJNENnVXRVTxx9inmBYm0rmERBFLZJJOVEmtkG6liioX0Ag6rwzR+8Zm1+zpvHQFXgIXsApPLkxQrRZqDzVS1Koqq8MTpJ7ip+6aaHEHEHcEiWzAwUDWVrW1bTRkFDAZG9+OTLKSKSdLVPIWshaZAE3OpOVyeOsYmD1FndVB/3hxDqZZZyC5ya8/NKEqRZW+EiDeKZHPSaXHQZTXNuAVBoLehl9X1q1E1tTbA9UYQBYGtdg+vGQb++l5C9b2ohkGbxU7AtgYUP5RPgFEGSyc4bgDxCm5eH+IS1HvrqWpVAq4A+Uoeq2ylrJQRRRGLZMFlcVFWy4TdYRzWqxurvxlcN0HeMAwmlyZ5+OjDLGQXKJQLZMtZuiPdfGz9x9jcuvma1fqC7uAlQx5Xw+DCIIlsgmwpS76Sx2k1zbyL1SKZUoZUMcWxmWPXTZAH076xI9xxySI5Gh9lYmkCRVNoCbZgla3ky3nOzJ3hho4bGImNcMuqW65YtnHanNy86mZu6r6JH5/4MT6nr6a1MhIf4f+89H9Y27iW3vpebK4wZ5KT+GUrimEgGwZ+XwPjmkJAtuNz+EiX0pSVMs8OPkvEG+GOvjvYN7KPUqJUG5gzDAOH1UHEE6En0kOmmOEjvR9h9ZbVxLIxnjrzFD6HD5/TV8viSkoJA4PGQCOKrpDIJSirZWaWTaPvVfWrmS7PIF0ktyvLNlSg0WLlxq4bUAydkq5jF0SsgmAO0kly7d4IgvCmJXZDsoXbXH4WVQXF0KmTrAQvLBL2TWDbCBhwmalwMLV1njz9JMlCkg0tG7hr7V2XHXi6HrG6YTXdkW6yxSzLVnNwzCbZEARzOjfgChB0BtnQsgG/w/+OPe91E+QPThzk7179O5ZyS8xn5qlUK4RcIeYz80wtT3FH/x1vi/Z4NeQqOQQEqmoVhPNNxvP/VVQFURDJFXPvynP/S0PVVMbiY5yLn8MiWVjTsIbWYOs1U8LOxc4RcAaYYqqmHum2u83dV7VyzddRUArEsrGaRdzgwiDnYuewS3ZylRx5Jc+CaOPG/jsRlSI2iwOX08/f7v0blrKL5HIJrKLJndd1HY/Nw8bmjTisDkKuEHXeOoYWhhAQyFfy9DX0IQhCjce9q3uXee1WN/etu49T86fIlrO017WzqWUT3zvyPZr8TeTKOVqDrXjtXlPCOhvnU5s/RVtdG4v5BFlEMppmDpkKUIfB8NQx0uk5mvxNrK5fzVIhySujJs3TJtvY3LqZ9c2XmnLrus5ofJTTc6dRVIVV0VX0N/VfUmp0iBIdV8okBYEVI68X4fmzz/ONfd/A6/DitDl54vQTvDb+Gr9//++/qaTog4qoN8rda+9mNjmL2+5mcnmSUqWERbbgtDnpCHXQ4G/gvg33XXN14VpwXQT5eDbOw0cfZmB+gGQxyVJuCYCZ1AwBZwCbZOPHx39MZ10nO7t3vuPP3xpsRZIkvA4vqVJqRb3N6/CCQE1T5P0MXdd5buC52qBRsVrk+cHn6Qn38InNn7imoRRZlNF0jZZgC2fnz1LnrqsF+6X8Ev2N/Vdtvl7AxfMfhUqB/WP7qapVqlqVWC6Gw+KAui7Khs66xn4MA7LlLMuZefLlPGGbAwumRk25WsYqm4bauXKOTClDsWJazRmGwdqmtbjsHlKlLCVVoS3QzPDiMH/y1J9wYvYEsiSzZ/UevnLXV2pCXi6ri9UNqzk7d5ZkIYmAgM/hY1PLJnav2k1FreCQLDTIFqqihIZBuZjixeljhNq3YbPYmEnN8NrYayiaQtgTpjlglo1eGX2FQqXAqvpVeO3emq/twYmDHJ08SsgdQpZkDk8eZnJ5ko9v+PjbNtVQVIVvH/42jf7GWkPda/cylhjj6bNP8/ntn39b5/8g4IIwod1i5ycnfoLb7qZcLaPrOvW+enoiPTy086F3fOdzXQT5A+MHGI+PU6gUWM4vU6gUqKiVmkmHqqv01veyb3QfW9u3vuMuMqvrV7O+eT2ZUoZytUy6lMYwDPxOPx67h76GvjdkPrwfsJBZYHxpnNZQK7OpWX507EcUlSIvDr/Ic4PP8eCOB/nEpk9c9RxrGtbw2GnTyu5CXfzCaH6Dv6FmoP1G8Ng9hD1hU2N8eZpMMUO915Qy6KjrYCG9QEi2kwy1UdV1BufP1HRtlHKOsewiUW8Ul81Fa6iVgCuA2+bmsZOPmV9Otcx0cpqSViVvcyM5vLSE2jleSBFt3sivfevXKFVLtAXbUA2VpweeZj49zze/+E3AFBR7afgldnbtJFfOkS1lyZQyfHLTJ9ENnUQuQcgV4vTsaSLeCFbJysHx1+iOdNMd6TblBRxeXhp6CYfVQWfYTBIEBJYLy/zly3/Jrq5dWCQLN3TcQGddJyemT9ASaqnRTJsCTaaefWqm9vdvFfFsnLJSpsm/0lw74AwwsDDwts79QcPOrp30N/Yzk5xhKbeEzWKj3ldPk7/pXXGwui6C/FhiDEEQWCosoekaiqpgYFDVq5SVMk6rk1QxRTKXJFfJEZTf2a2lz+njF3f9IqliCrfNTaqYQhTE2kTrL+z8hQ9E3TKejWORLFS1Ko+eeBRREmkMNJIr5Qi6gnz30Hfpa+hjVf2V5wja69rZ1r6NE9MnakboLpuLu/ruqpmsXwsuZE2PnnyUoYUhDMMgU84Q8UbwOX0mg2f+DA+tu5uR9ALnMjECniht/kbKSoVlZxEBgag3isPiYE39GmRJpq+xj3Oxc1RUBV+wBbGUYykzT50o4g62sa7nJp4depF4KUVfxJSrlpDoDHVyau4Ux6aOsbltM30NfZSUEocmD3Fq5hRjiTG8di+VaoWmYFNNJtdj95DIJdjUuonuaDf9Df0rSl+KpjA+P06ykDRpm4YOhrnIhVwhLLKFvSN7KSklRFG8RGHVbrETz8bfdpD32r0IglBr9F5AUSmypv766TVdK7wOL/1N/zLzBddFkLfLdlLFFD67j1zZrH1fcIaXRZmSUqLOXcdycdn0a30X0F7Xzh898EemhnlsGE3T6I50s6trF17nB0M8yWl1ouqmZG1eydPgMyl7BqZyYaqQ4m/2/g1fvOmLdEW6LksZFQSBHZ076G/sJ1VIYbfYCXvCb3rMG0yZ5s/f8HkWM4s0B5pZyCwQcodQNZVsKYtVtnJztIcnBp6j19DwqyX8oTZOFdM0B+qJZ+Osa1yHZmhsaNnA4anDrG1aSzwXZ33nDpJAplJCByLBFrobeqm6AmTSM6iCVPuMAQiigCiIzKfm2dy2GVEU2daxjbMLZ1nOL7Mqugq33c3QwhDPDD7Dr9z8K0S8EfzuMGfSixwopsnLDlyVAq02F9L5Rutsapal/BIIkC/nmUhMYLVYzcadYdaB6331TCxNXHbQTFGVd0QywOv0cnPPzTw/9DwddR1YZSupYopKtcKda+982+f/EG8d10WQX92w2pSkLeeRRRmbxUZFrWCVrEiyRJ27DotkoTnQjNP27lHCHDYHe9bsYc+ay1MA3+9oq2vDMe5gNjULmAtpUSkCMLk8Sa6SI1VM8dzAc7w88jK3rrqV5kDzJWYWYGaiVzNyvgBFNZkpgiAQ8URWZJFgjsXf1H0TZ+bP0BXpYmp5irJaxu/01+qjFgxcuorD0GkNtlBWSowvjSOKpiuYy+biyNQRDo0fwmM3JXedgWZk0WycuxxeHHY3saVxZE+YxrpuDl6kKQ+gaabg3AUDDTAndPeP7qc11Po69180k5Jj08e4rf8OBitFdLsbJRenp2ENZ2ZPUg20s8rhYi41h4iIVbaSKWRw2BxgwHJuGa/Ni9ViJVlIMhYfo6+xj9ZQKzPJGRr9plfxcmEZh9VBe137m3mbr4hf3PWLSJLEy+deRtM0Aq4Av/XR31phwPMh/uVxXQT5rW1bzXqXYKFYLZIupqlqVWRRxmqxmtQlV5BPbPzEz/pS33WUdZ3Bcp5FrUpYlOlzuHBexUD8zcBusXPfhvt4+szTqKpKIpcg6ouayoSynbyQpyPcwUhixFRGTC9Q76tnd89u1jatXXGurKaSPc9fr5MsSJfJ5KeXp3l24FkUTcEwzOnPm7pvYk3DmhULx6bWTcyl51jKL9Fe105VNbnKN3bfCMCa+jU8dfYp03hCEOlt6MVlczG5PEnEE8EqWzk0eYiF7AIz6RmUqoK1WsIZaEbUFZyeCJPTp5Bkyaylixb89gATSxM0+hpRNIX59HyNP1+sFCkoBXIl08Qk6o3WrlUUTF/aWDZGWlOpYOARRSqCQH/LJiyInJw/g1xysJhdoK+xj8GFQRayCywnl8mUM6ZssCCykF5AN8zBMkk05Q4uLLqiINIaamVX1653TFrDbrXzy7t/mQdveJB8JU+du+4dZYl8iLeG6yLIex1efmPPb/DNV79JUS3SHmwnWUqiaRrNgWbsVjsf3/jxt10jy5fyJPIJmnxNWK3vvenVrKryj9lFllXV5FUbBq+Usjzkj1L3Dk3bhtwhHtzxIE3+Jv56719T1sos5c3m0sbWjcSzcayylUafmU1GvVH2nttLg6+BkDuEbhicrRQYU0wGkgA4RZGdTh/ui1g1hUqBp84+hd/hRzM0jk4eJVlMcmz6GDe038Dunt1sbN0ImNz5BzY9wExqhmQ+ScAVoDVoinXNJmcZjg2TyCWYXp6mOdCMLMnmtXmidEY62Teyj5ArRL23nsH5QSpihXhmEUWQWNN9EyPxUVKFJbpX3UrE6cOjV7m3/3byxRSHJw5TUAr01vfSE+3hfz75P5FFGbfdTVWtki1nKVaKtR1k2BNmanmK7nA3JV1HBlLZOM3hbuxWB+u7dlDXtJaNspVKNs53Dn6HyeXJ2uSkgdl7mE3OslRYqslBNAYa6Qh3MJeeY13TOm5ov+FdafJduN/v5o74Q7w5XBdBHmBN4xp+86O/yYvDL/LKyCu0CC0EnAFC7hB39t9JX2PfW6r7gmkr+NXnv8qjJx5F0RRcNhdf3PVFfuHGX3iHX8Xbw75SmqSm0XSeUgcQVxWey6f4nD96lb9887il9xb6GvvYP7qfJ888yfqW9bhtbl4bfw2vw0u6mMZutWORTPehqeUpQu4Qca3KqFKmXijgUU5i02bIGU4G1M3c4H9dmW8uNYema9gtdvaP7kfVVZr8TeaCItvYP7afqDdaG+W3yBY6w50rGoxDC0M8P/g8HoeHvsY+ZpIzqLrK3evupqJW2Deyj6papVAp1GwZ6/319Nb3EsvGWMjF8egqopJna8/NhOxuWiwOolY/ScNgc/+d7F61m1g2ht9bz0AmwdlsnIAo8tG6dqyiRKO/kbPzZ+mOdmOTbZSrZaLeKGFPmOXULItalc5gC+s6bgBANwwsFiuNriCSw8tkcpJ0KY3P4aNYKaLpGk6LE1ESsct2nFanyes/39iPeCIMLQ7VdjEf4oOP6ybIg0kZe2jHQ/z89p8nXUxjYBBwBt5ycL+Ar7/4db536Hu0BluxW+3ky3n+7Pk/I+QJ8bH1H3uHrv7tY6BSpO6nOOZ1osxotYSq68hvZ2tdqUAqBTYbBEz7trA3zP2b78dldzGaGEUzNATMhqGqqTT7X/fdvMBrn1HKeClQV3oUDFBFPy7KVIpPULKJOBzrgNfVKguVAplyphaEBQQEUcAu2RlLjK3Qa1nMLHJw/CALmQX8Tj/Ty9N01HVQqBZYSC/gsrrIlXNMLU/R6G/EMAwkUUISJZNjr1dRqgo+pw+fw8fOzp3Ueeqo5hZRl0eJl0uMlDOE3CHqPfV4HV6ShSTBUBsjsoMxdRZvsIWMVuW4pnGDbGVX1y40TWMxs4ggCPREe9jesZ2iUiRbKVDnidDWvgNRtlLRddK6SodsZzk9z2h8lEwpw6roKqaWpygqRWyyjaJSfN3BSTAHwy7ca8MwEN/Drp+GYbCQXuDI1BHm0/M0eBvY3L6Z5kDz2/6eXq+4roL8BQiCUPORfLtQFIUfnfgRzcHmFc7ygWqAf3jtH95TQd6KgApcXJjRAPntfu3PnoX9+0HTzH+bm+GOO8BhTk3u7tmNIAgMLgzWJFW3tm/F6/Ci6RpVrbrCHMVVHUZAoyqZuwtdcFOSJMTSQbCvAUGm3lePYRhUtSrC+QlMVVMRBAG/w0+hUljhERrLxvjhsR/idXhp9DcSy8Y4OnW0Nv0sCAKzqVmWC8sMLw6zqW0TiVzC1BSxuTgwdgDDMLBb7AzMD2CX7SQLSfaP7Wf/6H68Ni+CKGCVrYwlxohlY6i6StgbYUa0YlQr6KU0JU0hnpgg4/RRDTZTTEyi6Ar3bbiPdCnN0PwQEU+EjnAHAgIL2TjTIy/iXvcxHJKV9VYX4xP7eXVhGE3XqFQrVPUq29q3cWjiEAAehwfRELFbTVbZTT034bA6yFfyDMwPsK5xHVW1+q6Va94qDMNg/+h+/u7Vv2MoZmoP2WQbG5o38ODOB7mp+6af9SW+L3FdBvl3EiW1REkpXaLw57F5WM4t/4yu6vLY5PDwQiGNAwFBFMEwiGtVtjrcb71BtrgIL70E4TBMT8PUFLz2GgwMwK//OnhMqd/dPbtpCbTQ19DH0OIQiqqY2uyGzo7OHYQ9YQCaLTYmc4uowutKk0Vdwy05sAkZ0IsgeQm4Auzs3Mn+sf1U1Apz6Tlsso11TeuwylZi2Rhd4deZLMemjuG2ufE5zInToCuIgcGp2VPs7NxJLGt6pjosDspqmeZAM5Vqxczsl6bwu/wYhkHEHWE+NY8oiHxsw8eYWp5iQ8sGDowdQBAEOuo6KBtl7BY7UV+UU/ODKJINylkmF4fIZBbxuvwEpTqOzp6mkhijt76XI1NH0DSN+fQ8UW8UMWy+H42+KHpylrXVEu2+KNPL05xbHKYl2EJVM+3+5tJzjMRHEAVT6ErURdY3r6c12Mr+0f0UK0VeHHqRY9PHMAyD4dgw+0b38Rt7fuOqMwv/0ojn4nzvyPc4NHkIVVexSBbKpTL7x/ejGRr99f0E3O9McnY94W0FeUEQ/hi4D1CAMeALhmGkzz/2O8AvYSaL/84wjKff3qW+N+Fz+qj31ZPMJQl6Xh+iiufjbGvb9jO8skuxw+ElrioMVIoImqkf3mW1s+cKJtrXhKEhcDrN/y4smKUar9fM7v/5n+Ghh5jOx3hm4BlUTTXLBYLIuuZ1ZjPTV7+Cpx2VreStjeTKp1EwdwI2QaDTIoEhgfi6psqmtk20hlpZ3bCaV0dexW13I4kSc6k5+hr62Deyj5fOvUS5UkYztBXqlVbZitvmZjo5XdORv9BwtckmxbYl2MLA/AA3dd9ErpKr1exD7hALmQVUTTUlBdxhot4oBaVgmsmEu3HZXLhsLhbTsziiPTgFEbWSp4pOVdOQZTulapl0IUm+kqfeV89SfomlwhID8wNsat1UW3hFUaRQKQAwtTxlCtwJ5q5hdcNqDENH18sIhpOypuGy+XFZXWRKmdp05ZOnn6Q91E5ToAlREEnkEvzps3/KVz/zVVz2ldLNC0qF/aUMKU1ljc3JNrvnUi35dwHDC8Oci52jqlUJuoKm7LRhavJPJ6c5u3CWm3o+zObfLN5uJv8s8DuGYaiCIPxP4HeA/ygIQh/wOUzLmEbgOUEQVhmG8dZtf97D+I3bfoP//Mh/pqSV8Ng8pItpJEniS7d86Wd9aStgFUU+7YsQUxWW1Sp+SaLx7dLnymVQFDPAh0LnBawwA30mQ3F0iKeXD+Fz+GryqUWlyODCIA/teOgS+p4oCPR4t1LURylSRpL8eAUNSVsE524QVpYYQu4QH13zUW7supGZ5AwVtULUG+U7B77D/vH9tARaCDlDHJo4xHcOfocv3fylGvMj4okQy8aYXJ5kMbNIo7+RzkgnimYaOVyQJh5NjKKoCvW+RiSbm+H4KOl8AtXQ8Dv8lFVzaloWZVqDrWiGRtQbZTwxTk+km7CvgYFsHKtkob9xLcVqGavdTRAB2V2HTbYhiRJeuxeHxcFyYdnUGhdfd8sKnl+I7RY7mvb612hVuAFb9QylYh63pLEq3Eg0dANWa50p01zKoBs6sizTEmyp/V3YE2YsPsbJ2ZM1MTWAk6Uc30gtoGJgAQ6WcrxsTfPvgy043uVAn6vk0DSzb1MzHD8/oavqKuli+l19/g8q3laQNwzjmYt+PAB8+vz/3w981zCMCjAhCMIocAPw2tt5vvcq7ui/A6/Ny98f+HvmUnPs7t7NF276wntWOjgqW4m+UwYlnZ1w5IgZ3C8E+FLJrMd7PCwsjKHK6gp9bKfVSapg6tJcVo9f8uP0fYoDyyd4riiSxUaTZTUPOLrovcJlOKyOWulhNjnLwcmDdEe6a2JmG1o2sPfcXg5PHmb3qt3kSjkSuYRZ19YqVNQK5xbPgQH9Tf04rA5OzZxiKb/EcGyYOk+EycIZvJ4oNleA5aUJThdS9Nav5tjkIewWO8uFZUpKCYfNQYOvgYmlCTY0b6DR4cFhdZFNTuBwhqBaZHuoleHMPIeT07XJX5tsw2F1oKoqS/klPA4PyUKSrrou6n315u0Od3Jk8ojpCCXJiOVjuK1WPr3xo7QHwrw2eRqXOIFsayJdTNMV7iJfztf6FhdDFEUKSqH2s6ppfCsTxy6KeGuzEwYTSoUXCkk+5g1f9aOgqArPDzzPa+OvYZWtfKT3I+zs3HnNpcC2YFttl6KoClbZakqQGAY+h4/2UPs1nedDrMQ7WZP/IvC98//fhBn0L2D2/O8ugSAIXwK+BNDa2nq5Q94X2NG9gx3dO37Wl/Evj85OWL0azpwBWTYbr0Bu01peSRznGb3EcCnGmsY1bGzeiN/lB6g5a10JjxXgR2orflnEL4gs6Bp/nprnt8Vmut6Agx3PxREEYYVapcvmoifaQ1EpEs/G0Q2d5kAzmqExnhgn7A6zkFlgYGGAxkAjE/EJppJTbGjeQLqYJqNVQZRYWp6iIdTKmqZ1zCzP4gnLtARaWM4vU+euI1PO0BxsRhAFPrb+Y8xn5pGAHkkk64kynpig0eak2epiyR2izl2HLMksF5YRELix60ZzItflRxZkPrL6I6yKrqpltiF3iNv7buelcy+hKgmM8gIRXzu3r9qIx+4k6gkytHCcqmywvesOOuo6mFia4PvHvo+qqzVRvqJSxCpa6Qm/Po06qylkdZVG2XbR3RRwixInykU+dhX1DVVV+ZOn/4QT0yeo89Sh6Rr/67n/xWD/IL+8+5ev+n5dwOr61dzUfROpUsqUaiibmXzYHebGrhtXTAt/iGvHGwZ5QRCeA+ov89B/Ngzjx+eP+c+ACnz7zV6AYRjfAL4BsHXrVuMNDv8Q7zXIMnzyk6DrcPAgNDaSivj5n+M/5EQ1TqxssFxMMZOcYWB+gBs6bqBcLZPIJVgVWUW9r/4SOz9F03i2mKZOknGcD9QhUSKuKTyVW+DLehKqUyB6wb4O5JVN74gngmEYaLq2UpbYgPvW38fd6+/mpeGXKFaKxPNxdnTtIFlI4rQ5WUwvMrk0yZbWLaxvXo/H7qE52AyailrOo1hstEa6cDt89HVsZ6mQRpk7wY6OHWZdvlogV8yxvX07raFWHjn2CHOpOXxOH03eMIViiqAryEJ2gd76XoLOIA6rA4fVgYhIqpji1vZb2dC8wZxcvUwW3B3tpjXUSjJ1EktFJuhdXVsEmvwhmtx94NgJdjOAd0e6uXvt3Txx+gkcVgeSIKHqKnf230lL6PUSjhURA9B1DfGi+6YaOrY3oC+emjvFyZmT9ER7atccdAd5buA57uq/y7yHbwCLbOELN30Bv8vP/tH9JHIJPA4Pe3r38MCmB95Rt6TrCW8Y5A3D+OjVHhcE4V8D9wK3Ga+LeM8BLRcd1nz+dx/igwhJgk9/GtauJX/8MN+ceppTUp5zapZqydRwn02bE5gTSxNsa9/GlvYtjCXGWMwu8snNn1zxBU5rGhVDJyitrL970VkqjYI0A6If1AXIjoDrTrC97jXaHGxmR8cOXh1/lRa/6S41l55bIWUgizJ5JY8oiKaoWmoei2Qh5AkRdAUZWBwg4AjQEmgh6o0yl5wlHGikUMxQrpToauino6GPytxpSlYnyWKyxnBp8Dewb2QfX4h+gQc2P8DgwiDTyWminij3b7i/5lRllU1tmYPjBxmODVOoFHBYHBwcO8iJ6RO4bW52dO6gO3qpj6pVtlIfWgOZI1wgwgJg6ObP8uva/YIg8Iu7fpFNrZs4NHEIwzC4oeOGS7T5G602WmUbC5pCBPP3VV2jbBjsPr8DuxJGE6NYZMuKRUkWTUepyeXJawryAHWeOn7ppl/iE5s+QUkp4XP48Dq8H3Lk3wbeLrvmLuArwC2GYRQveugnwHcEQfgqZuO1Bzj0dp7rQ7y3ka+WeEmbYDi8zKPzC0znFilVS/idfgS7QLZkju/Lbpl1zetq9Mb51DwjsRHWt6yvncsnSVgQKesa9ouCUFnL0CEUQG48/xsnCE4ovQrWDhBeP/bffuTfEvVFeX7oeSq5Clvat/Bz236upvjZHenmpaGXqGpVUsUUsiRjYOCyufDavfSEezg1e4rOcCebWjdRtTo5GTuHUS2xp/cW1rdvJ2UYlJcmODh+kEq1gsfuIegOMpucJZ6LU6gU8Dq8tAZbWcwuci52jsXMIlvbt9ZEu/wOP3XuOo5NHSNfyXNq7hQem4c1DWsIuoI8ffZpbBbbiqZpDaIbHLvM148NEMAomjZ98sr6uSAIbGjZwIaWDZee5yL8sr+Br6fmmFMriIZ5yj1OP9vfQCk16AheVuUSTBniNwNRFGuU2g/x9vF2a/Jfx/x0PXt+pT1gGMavGoZxVhCEfwYGMMs4X/6gMms+hOkI9eSZJ8mVctS563BYHVRUs5lpYCAgYJEsCKKA07qynu6yu1jILrCe14O8TZL4iNPPk4VlghjYEcgaOoZR4lbHT1X0RDuoy6AXQHo9mFhlK5+74XN87obPrThc0zVOz57m1NwpymqZhcwCi9lF/A4/TosTn8NHnaeOpkAT+Uq+xsEvZWO4BImu/rtoaNpARhBpFiVemD7O5PIkjb5GMuUMS4UlWgOtJLIJUsUUVa3KD4//EJtso9HfSKla4pmBZ0gX06i6yo9P/JhTM6cIe8LMpedo9DcS8UQYiY0Q8UTwO/0cmzp2+SAPYN8Acj0o44AGlo6LFsE3j3qrjf9W18ZQtURO1+iQHUSvQYdpW8c2vnv4u8QyMaK+KLquM3feorCvoe8tX8+HePt4u+yaS/eRrz/2B8AfvJ3zf4j3B+K5OEv5JZoDzSiqYhp9WF3kK3lKlRJW2WpOuhoGSlXBbXtdIbKklAg5Q5ec835PEKsALxbTLBoaDbKVj8sqEWWWrB7F4/CYjBFDQ9V1ppfnyFUmCLlCppTuFRgd+0b2cXb+LFFPlC1tWwg4A+wd2YtVshL2humo66Ar3EWpWqLJ38T2ju1878j3aPY3sdkbIVUpkBh+gU9v+RS5bJyqZr4eQRBwWpwoqsKx6WOEXCG+d+h7pEop7LKdTa2bzGOsTnx2H9/Y+w2skpV0KU2pWiJZTGJgkMgnCDgDyJLMUn6JtlAbqWLq6m+AHDX/fYcgSRL90qXyz1eDz+njd+75Hf7q5b9iND4KmC5fv3rLryLLH85c/izx4d3/gEMzDJa1KiVdwynKhCQZ8R2ub1bUSo2iZ5WtbGndwlxyjrySp1ApkC6nccgOXBYXhmAwEhsh6jGblALCZacuJUniXl+Yj3nr0HSd0fgIh0ZPk7MeoaJZcRdlNqkeRGuGAyU3Zx0GsmxB1VRagi3c2X+naVxRSBHPxZFFGY/dw+D8IC2BllqNd1X9KjRdI1/J1zxRC4ppE3nHmjs4MHGArkhXbQcSdAWZT88zs3iObDlLW7CNQqVAoVIgV85RUkpU9Sp1njo6I50cGD/AYmaRel89jX4zw55Nz1KoFBDsAhFvpOYUdsHjYCm/RMAZQBIl0sU0bcG2t/zejMfH+auX/4rDU4dx29x8ZvNneHD7g+9K4O2KdPHHn/ljYtkYkiB9INzOPgj4MMh/gFHWdV4rZcjoGqJhTriGJQs3OD1YhHdOpCroCq5gs6xrXke6lGbvyF4yxQxW2YrD6qA73M3qhtWMLI5wYuYEW9u3smvtLtPM/AoQBIFUMckLQy8Q9baiiF5CU49Rzs8xbPfiWKrHMpxg3aYW0htMFv1scpbBhUE0XePA+AFThtcwyCt5dF2nWVjZBKzz1NHX2Iema8yl5wi6gtyz9h6ivigvnHvhEt9Sv9PP1PIUbaE2vE5TCydbyuK0ORmYG8BpcdLX2IdNthFxR8gWs4zGR2tBfi41Z+rLCCIum2sFT76qVWvnArMUtqlt01t6X+ZT83zpH79U06wvqSX+7Lk/Yyo5xX+577+8pXNeCy7Wx/8QP3t8GOQ/wBiqFCjoOiFBIq/kkQSRBAbjSonVP0VbfDvw2D1sbd/KwYmDeOweJFGiNdTKlxq+xImZE3htXur99bQGW5FEia5wF06Lk/s2fpzZaoWXC2kqmoqSnCIdP4euVVkdNc3PHVYH52LnsMk2rLKV8pLI/GAUKbKa40sJvNkqHS1N+IbGyXe1orqdBN1BDo4fpKpViXgiFKvFmiPYS0MvsSq6aoWDVEWtsCq6ilX1q1ZY9lXVqkk3/Cnf0pJSIhQI0R3p5ujUUfoa+1jOLzOXmqOgFNjctplmfzOxbIw6Tx1TySniuTiarlGulikqRXrre0kWkpSUEl2RLs4tnMPAwGMzm7frmtaxqWUT65rXrZB9yJfz5Ct5PHbPJdTTn8b3Dn+PTClTk1e2W+24LC4eP/04/2b3v6Hefzlm9If4oOHDIP8BhW4YzKgKaiHJi3OnqapVwMDjDCA2r3tHgzzA1vat1PvqGV4cRtVVdnTsoMHfgKqpNPgbVhhIq5qK1+tloFLknFLEJ0oMTh5kYPY0UU+YfoeX49PHmUnOcP/G+1FU5XWqXzYDksxsMc+h9DjWYoUBdYm1qoNwJgtuJ7qh14ytz8yfQdPMHYbf5cdtdzO4OGgGelFmKbeE3+Gn0d94STC3yBbWN6/nyNQRmvxNSKJESSlRqBRY17wOn9PHvRvu5cWhF3FanfTU9+Cyu0hkExwYNwXLDMPAYXUQ9UZJ5BJ4HV4evOFBBhcHWeNbw/Hp45QqJVx2Fx3hDnZ27uT+TfdfEsALlQIPH3mYo9NH8dg9hL3h/397bx4lyVXf+X5uREbue1bWmrVXd/Wu3hep1VoRkhAIGbGYxcYGM28O8PxmjIexfWwfzpgZ894MYA/P42EMnLHB8GQhEEIgCyG0t5beN1V37fuSWVW5r5Fx3x9RKnWrV0ml7upWfM6pkxn7L29m/eLG7/7u98e21m3s7Nh53vGH4xPHzzqPXbNjVA0GZwctJ/8uwXLy1zCFcoEjIwfwO7yLaWxzhTTHxo7y/mDDkuYeCyFoDjeflQWyqn4VPVM9NAYbF6er50o5OhtWc6RSoFbVKJQyjE310B5pIV01GMnEyaanOTJ6hKArSHu0nRMTJ0zRKqeLuVKaF4sT+GwuukMxEtkEJyoz1OcmaJN1zGZniXgiPLD/AVRFRREKLs1FpVpBURS2t21nfH6cctUsYn18/DiPHn0Um2LjppU38bFtHzPrpWLevF5TqzQMA7fDzV3r7loMSTQGG/nt7b9NpphBUzUePfooj8QfIeAO4NJc5Mo5JuYn+MB1H2BHxw5cdhdSSiLeCPuG99FV28Vcbo7dK3Zza/etNIYaz/pe0vk03/z1NzkxcYK6QB3z+XnShTSlcomAO8DaxnNXNGuraePY+LEz1um6DgIa/A3nPMbi2sNy8tcoihCo2Thl1Y79tGnqNk8IZkfMafiXYWDs+q7r0Q19MeNCUzVuW30bXl8topBGEYJcMYMQCopQmI6fom9ulJg7QMWo8K8n/pXbVt1mhkZG9jOfitOTPoyC4O7m64lqPoz5OWadLl5OnkKZi9Bd382jhx9lKD5EbaCWsCdMVVYZmRsh4o2wuWUzt6+5nWQuyZcf+jJlvUxLqAXd0Hns2GPMZGb48l1fBkBVVHZ27GRzy2ZKegmP3XNGz1lKiaIoBNwBipUis9lZ3rvuvYzOj5LMJwm6g5QqJR7Y9wA9Uz101XWxu2s3m1o3saZxDblyDrfdfc46q/lSnh++/EMePPAgJydP0lbTRkOggbAnTLqYZj43z+GRw+d18r+9/bd57NhjTKWmqPXVUq6WGZ0b5abum2iLti39l22xLLGc/DVMTWqW4NgEVUNDlVAOBgiHvCh6gUq1cllssNvs3L7mdnZ27KRYKRJwBdBsGpmqTsUwSMkKus1F1TAolHKMzw7T5a/DY9MolAu0R9oZSAywrnEdhmHgcHrwtnahxecYmukn6mmjY+0OIq2NOLPT3LPhHl7qf4nDY4eJ+qNkChnmc/ME3UF0Q8dhc/DK0Ctsb9/O3v69pAtpumrNTGBVVemq7eLQ6CGGE8O01rSe8Tnsp4m6DSWGeHnwZWZzs9T6a9nRtoOIN2LG1Z0+1jauJV/O82zvszg0BwF3gIZgA/0z/ZT1MnevvxuH5sChOc5qs9f4+uNf59jEMYRhVnmKZ+I81/sct66+FZ/DRyKbOENg7I101nby9Y98nW888Q36pvuwa3bu23Qf//49/34JvlmLqwXLyV+r9PSw8oePYOx/EsUZoKQoeBUV6XPQc8cOIrvPzk1/J/E6vXidr+de54wqU3qZOaOCW1GhcR2n+veiSIlXVZjNzePUXNQH6plKT/Gbk79hXdM67DY7IU+IgdAAyUqZ6aZ1xGrbsJWydLo70as6w/PDNIXMeq91/jrypTxjyTEC7gC6oTM0O8TQ7BCpQgqXdqYeiqKYTxSJXOIMJ386Q4khfn7k50S8EWKhGOlCmocPPcx9m++jMdDIXG7O1JxPTi5mHcWCMVPyINDA8OwwqXyKgDtw3vbqne7l6MRRVtat5MTECbwOL6VqiXw5z/j8OM3hZoqVIivrLlz0Y3vHdn74uR+SK+XQhHbFCsxPpaZIZBN0RjstDZrLjOXkr0XSafjnf6Zu72FmcnnGCiM4DIWMy4HTH+LWV5qw75mG5vPMonyHyRtVXilm6Ha4iFc1ZvQykdoVGIYkP32KV1PTeLxRosFGjqenKSYnqRoVylVTfrYl3ML4/DhzpRyjmUkcLg8lvcT7N7yfgcQAYU+YgCuAXtVJFpLk9TyVagVpSK7vvJ7GYCPZYpbR2dGzesJVo0pJLzE5P8kDMw8szgHQVM2cKFXbyY/3/5i53Bx6VUcNqvhdfiSSfUP7uKn7Jh45/Ahjc2OMzo+SLqTpjHYupk8KIRAIinqRAOd38olsAnVBpqEuUEcqn6JsmLVxZzIzVGSF9Y3r2dK65ZLa/GKZOO8UqXyKP//pn/PigClK69Jc/Js9/4aP7/r4FbHn3Yjl5K9FXn0Vjh5FyedZP5ym0aYy5TCwZ/I0ylp8fdOmBvwVcvIzehkJuBWVVkWl2eZAApOtmyAzhcwnKebnGRo9xMuZGTKpKfw2O8fHj2NTbaxuWE13fTejc6P4XX7aI+247C72De+jd7qXdDFNd303x8aP4XV6OTlxEpfmYkPzBtY0mlPsvU4vtf5akoUkAzMDNAQbqFQrjMyN4Hf6mUhNkClmODR6CEVR2Nq6lZnMDP/r2f/F6NwoYa85Kao/3s+uzl14HV7i2ThBd5CPbvsoo3OjNE82c3jsMOsa1y3G8SvVipnp4wpesI3q/fUY0sAwDMLuMG3RNkbnRsmVcoQ8Id6/7v3ct+W+K+a8L5Wv/OwrPN//PG2RNmyqjWwxy3974r8RC8fY073nSpv3rsBy8tcio6Om9G8qhVI1iDo8RHUgn4d0HhokDA5eMfOqkjNKWCjCLFgxmpujuXEtE73P0jt+FKfDhVEp0Ny0jvGRg+TLeer99RwdP8pEcoKOaAef2/M5jo0f45WhV4h4I0R9UQ4u7LujYwfDs8OMz4/TWtPKe9a8ZzGuXjUKrPUe5FNtCfYOj/HC1BC6up7dXbtx291EfVGOjh8lFophSIPBxCBOzcmRsSMoQsGQBqqi4il5ODFxguZIM7XeWkqVEhPJCQxpsKtjF1VZNaWGXQEq1Qq5Uo4bV9xISS9hSOO8oYv2aDvb2rbx0uBLNAWbCLlCZNwZOmo6+Op9XyXsfRslG8/D0fGjHB49jKZoXNd8HZ3RThTFnEh2emrppRJPx3mu77lFBw/mzdVVdPHDV35oOfnLhOXkr0V8PrN4h8MBimK+VxSzcpOimNLA/jenDLiURGwa1ZLEkBJFCBLZBPtGDjNmVHDNjzE51cOG9p0UKjmcmptUKU+Nv45cIYVQBMl8krA7jJBmSubRsaO0RFpQhEK2mKW9pp29/XvJFDN013Xzmd2fYWx+DIGgUq1QqBRYKb/DquAoPlsrd3dFubs9AfYsD003UTEEhUqBqlFddE6pQoojY0cIeUI4VAelaglN1Yhn4ozOjtIWbWNl3Ur29u8lFoqh2TSQsLl1MytqV9Af78eluYh4IhwbP8YL/S+AgK5oF7tX7D5nds0Xb/sirYdaebLnSTJ6hjvW3MGHtnzojMlRS0GpUuJvn/hbnh94Hr/TjypUnut7jsZQI2FXGCkkXdEudnTswOf0XfJ5E9kEkrNvEC6bi0QmsaSfweL8WE7+WmT1amhpgdlZsNvNHjyYJfkCAfN1+/bLb1c1A6WDBMt9rKiG6dW7MAjx4thRnA4P6/QSs/46pqZ6GJ45RU2wAYRCQS8RcXhwKja6ol0cmziGRNIz3cO3n/k2iqIQC8dIFVK82G9OQuqs7STsMQty3Nx9M9Ppaf75pX9maHaIgDZPfewEs+71+F7rEashKL9Ks2Mdx1J1+Jy+xULSUkozx14oGIZBJBDB7/Iv1ob1Or3sbN9JX7yPYqWI1+llU8smqkaV/UP7uX/r/axpXEO6kOZHL/8In9NHU6gJQxr0x/spV81smzdit9m5f+v93L/1/rO2LRWpfIq/fuyv+eWxX1Lvq8cwDNpq2jg1dYq+mT7u23wf9f56hmeHiWfi3L/lfvMGdgl01nTic/rIFDL4XK/fHObz89yx9o536iNZvAHLyV+LxGJw552QSJi9+qkpswcfDpvLd99t3gguJ0YBsg+DLIISZg0lGvTnOZxvJFhIscJmQxWSglAJhlsZHD1AfUOMqqMOf00H2UIKe2qKV4ZeoVKtEIlFzFdPhGd6n6Ez2knvdC821RQiS2QTtNe047A5+OWxX4I0M2fuXHcnNeIgwepJjs3M4nE4UYTKRKaAYpTxuyeYSFZpDDTSEm4x8/sFtNe0k8wlmcnOEHQH8Tg8BF1BM0feGeDw+GEG4gO0R9qZmJ9gVf0qXHYXmqYxmBik1l+7eK7XsozeTLbNO8F0apqv/uKrPNv7LKVKifHUOAoKfTN9OO1OIp4IqUKKhkADtf7axcHk12QSLobdbufzN3+e//LL/0K6mMZpc5IsJIn6onxq16fe4U9n8RqWk78WURS45x6orYWf/hTm5szevNdrluq78UbQLq03tmSU+8DIUlJjJAwVAxchzUlz4QX2ztsYzsaxKTaavVGidVG6lCzhUD+by3kSuRIPTpaZzhcpJsfxqxqPHH6EHe07SBfTOGwOToyfWJTpTRfTuDQXYU+YXx3/FQdGDqAoCpqqMZAY4MNrOtFU8Nrt/OLUCDndhsSgVJhiuPQymnc3/fF+op4otb5ahBAE3UFaa1ppr22nUC5Q0ksMxAdAwvrYelRFZVqbZjo9TcAVoFwt48KMt782gzVTymBXz0xhvNRsm6WmWCnyo1d+RKqQIuKOMDA7QKFsykJrqkYyl0TXdRzqaRPpVBuZYuZNXedDWz9EU7CJH73yI6bSU9y1/i4+sfMTi4XJLd55LCd/raIosHMnbNlihm0UBWpqzNd3kHgmzoHhA+hVnXVN617PNa/GGSm7eDxbIlepoGIwNtlLduoQBwbGCftaaAw0YrfBvR15gnWdhGvWgl5Gi5+iw7YXwxUjGWxCy89T0kscnThKwB1gPj+P3+knX85T0ks0hcxCFcfGj3F47PCiLo3P5WN0bpRfDXj5dGcN1coMB6eq3NzaRK40TsXlYNaxnVSpyJ1r72RsfowPbvwgLRFzNmyxXOSx4+aM2FKlxNjcGDXeGvwuP4Y0sGt29Kpu1ou1u6kaVcqVMm2RNgBiwRjHxo4R8b4+R+FSs22WmtG5UfKlPG6HG7/LT7Vqjj/ky3kUoVCsFPHYPWeMFVSMCmHPmx/wfdcWuV8mWE7+WkfToP7y9Jpe6H2Bv3vq76ga1UVxrg9u+iAf3f5RpgsKfz84jazGsRkVDvcfQFNVvN5aVsbqGZ4eYlgfZnNDmNFEH7E1n6DOG8GG4MhwHzU1rdhDN3Co/wgimyBcLTOfnmIgPkC2ZNZqXdWwimq1yqr6VdhUG/uG9+G0OWkONzOdnqaoF6n11nJo7BhPBveQSzyI15bB0CfJVmzExR0oaoCqTJAtZanx1dA700tHbQc21YZTc/KRrR8x89SrFRw2B+PJcRKZBB6HhzpfHSenTuJz+phOTwNwfef11PrNequtkVZi4Rijc6NnZNvc3H3zBWe+vhFjoUbApF5GE4IGm4Pgm8x+KetlU+543pRk8Dl9zGZnyZaz2FU7PocPA4O+eB8hT4hENkFjoHEx39/i6sFy8hZLQqaQ4X8++z+J+qKLMeeKXuEnB3/C1ratPD82A6qdOq1CIlPCoUCxmmO+5KEt2MxmV5jh2WHqg7U0+8tE7S6KhoFXUcnafKRCGxCai0i4jen8PDl7kPRMP7O5WVY3rMZj91Dvr+eF/hcYSAxgV+2Mzo2ytmEtYU/YDOlMnmAiPcHw/DAPS4nPuZKgQyM3HyWr214PIUgzXq4KlXK1fMbnVBRlcb8NsQ1oNg1DGkylzBKCnbWdNIeb2da2jTp/3Rla+TbVxt3r7qZvpo/+eD9uu5vVDatpCF66WJiUkqPFHAOVAg6hYCA5WSqwyeml1X52hs75iPqiizfGl4dexmV34XV5cdgcdNd3s7F5I33xPiaSE+RLeXa072Bd07ozCn9bXB1YTt5iSeiZ6qGkl86QLtBsGjbFxt7+vST0Mu5wN5RHqFQmQBhoWpR4SdDmYjE33e9px2Gbpt6mcSg9zzMTQxybyzKTnsRffz0NniAi3Eq6lEXzhNjRvoOAO8BsdpaeqR7cmpuWSAtrG9fisrs4MXmCjtoOXHYXLs3FZHqSkDtk6tVIM9MjX7VT1ovkCxkcmTy+Soka3cZwKUl7pJ3n+56nrJfpiHbQHGpenNi0pW0LY/NjZEtZumq7KFaKuO1u7tlwz3kLoWg2jdWNq1nd+NYGvucNncFKkVpVW4z161JyuJij3mbHcYnhuKgvyvqm9RweO8yWli0MJ4bJFrNsbN9IZ20n6UKaVQ2riIVi3LX+rsWnEYurD8vJWywJQgiEPFu6+LWJNM5SjqLQqNi78ASCGHEdm82FqKaw6SXkQg+xaDjIK6vJZ0c4eaoXYbMTdgfIZr0M9zxLY91KikYFj9NHXds2Qp4Q2WKWUqVEIpugUCmQyCXwOrzctPImhmeHOTJ2BJfNxfDsMH6Xn9tX307AHVhMjcxX8tjyJeTxXmS5yo22GL7en1PX3ca+qo53oYrTiYkTrGpYxS3dt1CoFJhJz7CldQv5cp5MKUPUF6WjpuMd1WZJ6BVsgjPkiG1CAJK0oRNVLk2bRgjBDV030BpppT/ej91m58TECYQiyJVzdEQ7aI+0M5OdwWG79FCSxfLDcvIW58UwDHRDRzut13g+1jaYPedUIUXAZWaJFCtFDMyZn70zvRyfHyUXakV4o3hDzYxMneS6YAPjM72kCinao+0EXUG2r/oIjx39IfUBiUNzkqpGaA34GEsMoDm8tDasZqqQpaf3KQbSM0SdfnRDJ1PM4NScNAYaGZwdJFvKcs+Ge6jxmNWZov4oFb2y+LQhhCDkDdEcjLHx0BgrV25DcbioViu4NSfiwNO4O7ooe8IoQiHsCdMz2YOmapyYOIEhDQQCm2rjvWvfS0uk5dLbVkqqSCrlIpVqBZ/Td97iH6ejCYFxjvUSUN9kfQBFUWiJtNASaWFL65bFHH6v07sYgmqLtF321E6LpcVy8hZnIaXk+MRx9g3to1gpEvFG2NWxi1g4dt5jXA4Xf3jbH/LNX3+TeCYOmHHt39n1O7TWtFLrryV34nFGp09R0hys8YTZ030TJ0YPE/aEaQ23EvaECXlCOO0uUmWVWGgrAI2VEsOVIrWhJmRVpyu2gZn4IKtX7GF09BAzhk6ilEeXVQLuADXeGgqVAgdHDhL2hPn09Z9me+d2njjxBIVKgd7pXiLeCIpQqOgVtEyeXa5Wgk2rFj/PbHaWnGowse8ZDrR6sak2OqOdADx65FF2dOxAU8001GKlyOMnHudTOz910QFUKSUjlRJH80kODewlER+k0WanzuXj5pU3n1f58jXclSJ9o4c4WcjQEGwgFu2gKFS8ikpQeev/zn6Xn/df935+0/MbxufHkUhW1K5g94rdb/mcFssDIaW80jYssnXrVrlv374rbca7niOjR3im9xnqA/U4bA4yxQzJfJIPb/0wUV/0gsdmChmOThxF13VWN6wm6n99fykls9lZipUiQXeQp089zXR6evGcUkpG50a5pfsWXh56Ga/THAiUUjJTLXM4MQI2J2mjglYpErJplCpFUplZUtUyMYebUn4OwzAYnh0mXUizrX0baxvXEnKH0A2dfDlPspBkKGFKDdd4avg/N32Srqf2m5PIFphKTvHwk9+l1NLEzMZVVI0qc/k5qlVzotSK+hX0TfcxX5inzleH2+7mt7b8Fq2RCzvp4XKR/cUMwwN7mZjpx+eLUkTQIQSVQooPb/3weYu5zKRnePjQw6T1CpMCsqUcXleA2zfcw+5AHd4lGBQ1DINsKYumapYk8FWEEGK/lHLrubZZPXmLM6gaVfYN76Mh0LAo5uVz+ijrZQ6PHub2Nbdf8Hify8f1ndcvLpelQVVKnEJBCLHowIqVIiNzIzQFmxb3FUIQ8oQ4NXOKrW1beerkU9T767GpNgaHDzId78Pp9DOl2GgPNxP2N6MIQaGUw61DW/Mm3Pk5fnnsl/gcPmq8Nezq2EXAHWBsfowtrVtIF9K80P8C+VKesDvMjo4deOqbINiPkUwybmQYiA8wMjuMkc0yEXahSINCpQASJlIT+J1+fnzwx8xn51EVlYPVg9ht9sUY9/mQUtJTzuOulpmY6ScSqDNr3xoG84pC2Gbn5NTJs5x8tpDlW099i++/+H0qeoUNsQ2877p7cAQbmUpOEJ4fwxtamtRGRVHOO2hscXViOXmLMyjrZcp6+YwqSGBmv8zl5s55TDwT5+DIQWYyM9T6atnUsomAN8KRYo4JvYQEgoqN65zei+ZzSylRhMLaxrUIBPuG93Fq6hSTqUlu676VA2NHiAbqSBRSlNJT1HijhELNzE8cI56aZI03TL2/HlVRiYVii/Hk1yordUY78Tq8bGndghCCudwcDx38KR/ZdRvpB37AyPhJvE4fgWSO/q4mDuhTlPpGALMUoEtzLcoP1/nrEEJQ0StMp6d5+tTTbGnbct40wypQNAwcVR1gsbi5JgQFw8ChOUgX02cd9+8e+He8MvQKSAi6g2blqrlhvvSeL9HkrWFodojtHVdAi8jiqsBy8hZn4LA58Dq85Mt53Hb34vp0McXquk6QVRCvO7Hp9DQ/OfATnJoTn9PH/sQg3x86SGjVzbQGGtjs8GJXVXJGlefzKW71BHEpKk7NSXtNO+Pz44vpeVJK5vPzbG/fjhCCtU1rWd2wmn/c+49c13wdNtWGClQQ5FwhcoUsdleInKETqF/DnpYNTE72UJVV1jeupyX8+kBoSS/hdXh5+tTTDM8OU9bLKIopOOa0O3k+1ER8cz2ta2JkDMmEPsdkbpjK1CliwRj1wXo0VaN/up+J5AQOu2MxJq8IhRV1K0hkE8zl5s4b0lIBv6JSsbux2xyUK0XsmpOiNAgpGpncLJtbNp9xzP6h/RwYOUBnTSfD88PYVBtRX5Sp1BQHRg6wLrZucaDbwuJcvLNz3C2uOhRF4frO64mn4yTzScp6mZn5VxGFfazzHqKS/B653D50owrAy4Mv43a4iXgjHC8XecowGBVwaGg/+wpZHsnOoRsGHkVFRzKpvz65aHfXbnxOU2pgfH6csfkx1jWtWxzgfM2e19IwNVUjHKgjX0hjR2IgqUqDQm6e+sY17O7YwWf3fJaPb/84elXHkGYeSr6cp1Qp0VXbxfGJ40gpqfHVEPaEqfHVkClk2D+0H0OzUWpuJNfaRE3LSrNKVKWEgYEhDY6MHqFULVGoFChXymiqRlukjfWx9XgcHjMLifNnuAghWOtwU0CwomMHs9kEE+kZcsUMRnaGqC96xmcHGJodQhEKNpsNn8NHPBNnOjVNrpzj+b7nGZ0b5brYdUv5E7C4xrB68hZn0VHbwX2b7+PQ6CGS2WG6vBOsj20l7QhyqpzDXniC2fw8Lf4bmEhOUB+op2BUeamYwSdUcAeZTk0TVlQm9TK95QKrnR40BHnj9QRAr9PL/VvuZyI5YcoIeGsW49GGYfBM7zM8fuxxM/3RF+XWVbfS2rSeUyMHycQH8LmDqLlZtjetZWXDKpK6Ts/wAXqnexlPjnN49DDtNe101HZw9/q7iXqjZIvZswpu2FQbumHeFAxpoAgFh+ZgY/NGBuODKEJhLjeH3xOksaaL2VKOQiFFSS8tHlcoF9jSuuWi2i61moMbFYVe2wo8Th/JeD/BaoU1tZ10RbvOys5pDjdjLLRZVZo3VoTZPqqiUqgUCHlCb/crt7iGsZy8xTlpCjXRFGqC7K9BdzMpvYxWiuiFLEOpOdTqgzxpK+IsF/GX8kwLlaqU2BWFYimHw+0HIdCEYLBSZLXTQ1ka1JymRS6lpHeml1cGXyFbyhJ0B9nVsYvWmlb+8y/+Mw8deAin5sSQBi/0vcCpqVPcsf2jNDauw1XTyer6biL+KEFPhERVp3eqh5ND+2gKNRELx8gUM0wkJ7hpxU201rSiV3Xao+2MzI0gpcRhc5Ar56gaVVbWrWRl/UoOd0fAOwAAF0BJREFUjRyiLlCHpmqoikpzuJk71tzBc4MvYbhCTKkqoeaNaMlx4okhUoWjrKpfxabmTdy78d5LynUPqxo73Bo73H6ov0gh7vbtrGtcx+Hxw6aWvSdCPBOnPlDPZ3Z/hkKlQN90H5taN73t79zi2sRy8hYXZC7Tx0BigJM4UI0quVKGkCtEwFbCW60wBMh4H+5QK1JApVKkWEjRvmIPJSkpI1Ex67rW2uxE1ded/KnpUzx+4nHq/fUE3AGypSyPHn2UNfVr+Omhn9IaaV0cAG70N3Jq5hRR1U44toFaTwS/Zm7LG1U0YGDkIA3BhsWBT5/TR32gniPjR2itacWm2tjdtZsXB14kW8ySLWUJe8I0BhrZ2bGTlfUr8dg9HB49TFEv0hXtYmvrVvYN72e4XMShFrBRZWW4hdq2rYwkJ3Hn5vjiTX9AU7DpLZXIeyO5Uo5DI4fonenFqTnZENvANz/2Tb7y86/wyOFHKFaKrG5Yzb0b7yXoCWLkDJKF5Nu+rsW1y5I4eSHEHwH/FYhKKRPCnB75N8DdQB74tJTywFJcy+LyMRgfZF9vL02eOXC2MRofRAiIOF1UcKGpXupqO4nMj+ATApFNkNTcrF6xh3CklZShU6hWWeNws9HpJaY5GUkM8eC+BzkxeYKp9BRb27YuSvF6HV70qs7Dhx8GyRkZPpqm4bQ7KZRzfLiui1cKaRLVCkhwKgpbHW6GF0rynY7T5jxDA31nx05S+RST6UnAfJpYVb+KlfUrURWVjS0b2diyESnl4izfpmgXvaqdVGKIlmj7Yv64imRd980XzY2/VEqVEj879DMyxQw1vhoq1QpP9jzJ1ratfO1DX6O7rpsabw3O04TI8qU8jQFLGdLi/LxtJy+EaAbuAEZOW30XsGLhbwfwPxZeLa4SpJS80P8CTtc6XNohosyR0BScsoheGmfc/V6KwkYUHafNySd3fZLrC2m+k06QMHSmqmWys6M0xk8Rx+BgsInZcAv//cn/bubLe2sYnB3k16/+GsMw2Nlp6o17HB4q1cp5jDJTOQOqjVs9IdILg79+RUURgqg3SrqQPiPPez4/z9rGtYvLLruLezfdy3R6mkK5QMAdOGcc/XQZB7/bz841t9Pz6q9J5+YoFDX0agW/J8SK2IalaG4ABhODJPNJYuEYT5x4gmd7nyVdTBNwBfjab32N67uu59neZwm4Amiqxnx+nqgvSnu0fclssLj2WIqe/DeA/wA8fNq6e4F/lOZ02heFEEEhRIOUcnIJrmdxGSjpJdLFNP5QjEm5C4cxikPLMV/x0JNtIuJpwobEnkvQHGo266q6A/wnh5c+vchLg6/wxP4fMicEOZuDmfQM/7LvX6gYFVbVm/IBEU+EUqXES4Mvsbl1M3abnXQhza2rbuXI2BFmM7NEfGaBjbnsHE67k9tXmZOxFCHOyrnfvWI3Dx96mEKlgNvuJlPM4La72fAGRyyEeFOViTxCIeLwsW393eRS02SLKbzOAMJXS6cn+DZa+UxmMjO47C5+fuTnPH78cULuELXeWhLZBH/84z/mH37nH7h3470cGz9GvpxnV8cuVjWsOmtOg4XF6bwtJy+EuBcYl1IefoOAVRMwetry2MI6y8lfJdhVO07NSUkv4bC5yRvdqLKOg1NH8PtdrChlUfNzoJfZ3Pp6breqqjSUqzz94j8RcLgJuoIY0iCejdMf76fOX7e4b1OoiVPTp8iVcszl5rCpNip6hZu6b6IuUMdfPvyXDMQHkFIScAX4qw/8FbWB80ve1gfq+cjWj3Bi8gRzuTlW1a+iu74bj8PzttpCCMEWl4+9+RS2YANhGjEEtNoc1KpLV0Yx4o1waPQQz/U+Z4ZlNCdSSnwuH5qi8b3nvse3PvktmsPNS3ZNi2ufizp5IcQTwLm6PX8G/ClmqOYtI4T4HPA5gJaWS1fxs3hnURSFbW3b+E3Pb2gINODQHHgUlS3eKG3hGHo5S0Okleuarzsr3NEz2UOxUlysIqQIhYgngk2xMZOZWdwv4ArQUdPBqalTKEKhJdTCxpaNRLwRbui6gUe/+Cj7hvchkWxp2YLLcXEtlZAnxA1dN5x3e6lSYjY3i6Zq1HhrLqqu+RpB1cZt3hAzlTJlJCHVRlCxnff4dD6NgUHQHbyk8wN01HTwePVx8oZBqG4VhtNLOT+Hv5jBLQUDiYFLPpeFxWtc1MlLKc8pViKEWA+0A6/14mPAASHEdmAcOL27EVtYd67zfxv4NpgCZW/GeIt3ltdi2fuH9pPIJgh7wnx8x8cvqEYJkC1l8Tl9lCqlxbxvIQR1/jri2Th9031maqRhkCln+Oyez/Kx7R876zwOu4MbVpzfYb8ZJpITPLT/IfYO7DUHa+1OWsItfGzbx1hZv/KSnL1dKMQuUn1pJj3Dd577DkfHjiKRdNd189kbP3vRNgNzvOCD2z7OD2b6KCCwSwN/tAu33cN87zNsql1xyZ/XwuI13nK4Rkp5FFh8dhZCDAFbF7JrfgZ8QQjxI8wB15QVj7/6EEKwrmkdaxrWXLKuPEBTsInGQCPjyXG80ruoZOnUnNy57k6e632OucQcdpudLa1buG3VbehVnfmFAt16Vcdus1Pnr1uScnMjsyN841ff4MDIAapGlWKliCIUJpITDCYG+cItX2Br+zkF/N4Uuq7ztV9+jUQuQUu4hWwxy7HxY/zFw3/Btz7+LdwO90XPMed0c1v3rTx55BE87gAuwyCdncMINfPpGz79tm20ePfxTuXJ/wIzfbIPM4Xy996h61hcBhRFwX6JFYcA2qPtrGpYhaqozOXnGJ4dJpVP0RxuJp6J84kdn8Dr8KKqKvO5eX5y8CfYVBsD8QEG4gP4nD6667up89fxvg3ve1MhjzcipeS7z32XYxPHyBayjCXHKFQKixOhMsUMD+x7gJX1K9+2+uKR8SOMJceIhWK8OvUqZb2MQDA0O8T3X/w+f7DnDy56k5zWy9yz5jb8qsozvc8ym0tQH2hkz7aPsql18wWPtbA4F0vm5KWUbae9l8Dnl+rcFlcGXdeZyc7gsrkIeS996rzdZucDGz/A0bGjPHjgQaZSUyDg6VNPowiFQyOHuKn7Jja1bEKzaTx27DF2d+1mNjtLW00buVKOeDZOxBPh8eOP8+GtH77k2PkbmcnM8Orkq+SKOWayM2RLWWyqjUK5QDwTx+Pw0Dfdx2BikOua354GTLqYRiAYjA+CYPGmkS1l2T+8n/en3n/Rot0eRaUsDW5ZdQu3rLoFMOWay1KivMU2sHh3Y814tTgn+4f2893nv8t8fh6Aba3b+Oyez+Jz+i7peKfmRBEK+VKeqlFlOjNNPBNHr+qU9TK/OPoLNEXD7XCjCIVkIWmqTCoqfpefRDaBTbUxm51lPj9/UU2Y85HKpxb1ZUqVEkIIc8KUNLXz86U8Ekkyn3xL5z+d5lAzJb1EvpQnuJBaaRgGEkljsJH+eP9FnfwKu4sXC2lsQqAJBV1K5qpVtpxWIN3C4s1gOXmLsxhKDPH1X32dsDtMZ7QT3dB5ZfgVyk+W+fLdX77o8YPxQf5l37/w0IGHmExOoigK6VIao2pQrpaZSk+hKArP9z9Pd103DcEGFKGcofsiEFSNKkKYr28Vt92Nx+FBCIFds5Ov5KlUK1RlFafqxKW5kMiLVry6FDprO9nWto0f7/8xqqoiEKQKKTqiHcRCsUVVzAvRqDnYIn2cKOWoyCo2IbjO6aHlImUFlxIpJRPzE4zOj6IbOk3BJlojrZeky2Ox/LCcvMVZPNXzFIpQFnujNsVGR00Hh8YOMZmcvGBvdGxujK888hUUoaCqKlWqTKensat2/C4/mq6RLWXJFDPMpGfYs2IPLocLv8PP0OwQhsOgalRRFRVFKLgd7rfciwdoCDbQGe1kNjNLvpxHr+oU9SIeu4eQO4TX6WVN45oztOffDl96z5dIFVK8OvkqmqqxpW0L6xrXLRYsuRRa7U5imoOyNLAL5U0X6H47xNNxvvv8d9k3tI9UIYVNteG1e9navpVP7fzURZ9ELJYflpO3OIt4Nn5WfU8hBIpQSBfTNHD+f/RHjzyKIQ2aw81Mp6cZYQRN0SjpJZBmzrxbc2NX7ebEqWADbrubmfQMIXeIocSQqSfTsIpipcj7NrzvbWXYqIrK793we8zmZsmWs4uyCQJBwB2gPlDPJ3d8Eu8ShUPsdjtfeu+X+PmRn1MsF0FAIptgc+vmxXkDl2S3ELjE288sejOk8in+/um/59neZ0nlUxQrRcrVMn6nn+nMNJlChj++84+t8oBXGZaTtziLdU3r2D+0/4zZqYVKAZtqIxa8cL53f6KfoCuIlBK/y0+xUgSgWq2SLqaxq3azEIiQRDwRZtIz2Gw2trdtZ11sHYWyKUlQ56+jJdxy3rTDYqVIWS/jdXgvGkZoibTw5Tu/zC+O/oKXBl4iV8rhd/tZVbuKD239EC2RpZ2EF/VF+fj2jzORnKBcLRP1Rd/W08jl4qXBl9g7sJdkPsl4cpxUIQWYA8iNwUYOjRziiVef4Lc2/9YVttTizWA5eYuz2LNiD0/2PEnvdC8Rb4SSXiJTyPCpXZ/C47ywREB7pN2U8i1lmcvN0RJpYWR2BEMauO1unJoTVaj4nD40VWN4bpiKXiGVT/Hn7/tzbLYL/yQreoW9A3t5deJVEKZy5Z6Vey461b8p1MRnb/wsn9jxCfLlPKqiEnQH33LWzsVwaI6rTjjsxYEXQcJcbo50Mb2o6JktZknmkoRdYQ4MH+C+Tfe9Y+1msfRYTt7iLDxOD39xz1/wxKtPsG94H0FXkPeseQ8bWzZe9Ni719/Ns73P0h/vp95fj10xRcdiwRg2m41ipYhbcxP1R1ndsBq7zY4hDU5OneTloZe5vuv6C57/ub7n6JnqoSFg6sbnSjkePfIoH9n2kYv2loUQuB3uS5qU9G6kXClT0AsoQlksqA5QkRUzU6qSRwiBXtXRbEun2WPxzmI5eYtz4nP5uG/zfdy3+b43dVxrTStfuPULfPXRrxLPxvHYPXx020fpjHYyNj9GupAmXUzjc/peV0+UEHAHODFxgl2du87bS8yX8vRM9dAYbFx0QB6Hh2wpS89kz0VvEBYXZmX9Sp7ufRqPw4PdZqdYKZopp4qGqqq4NBdNgaUpjmJx+bC+LYslZ1PLJj5w3QeI+qJn9PjK1TK7V+zme899b1EZ0jAMZnOzdNR0LOazq+cZcCzqRQRi0cG/hlM7szDIUjBUKvBMPsVMtUytaudGT4B2+8UF0q5mblxxI/96/F+ZycxQqBTIFDIY0qDGW0PUFyXijXDb6tusUM1VhpX4arHkuOwuNrZsZCI1QbFSNKWGM3EcNgfb27dzz3X3kCwkmcvOkSwk6aztJOqLEgvFLphJ43f6sdvsZqbOaWQKmSWV3+0vFfin9DTT1TIeoTJTLfNPyRn6S4Ulu8ZypD3azmd2f4aoL0pDoIG2aBurG1cT9ASJhWP8/u7fZ0W9JZJ2tWH15C3eEba1bcPj8HBw5CDzuXk6o51sbduKx+HhznV3kivnSBfSBF1BytWyWR2qY+cFz2lTbdy44kZ+deJXuO1u7DY7qUKKqC96yTnol8JT+Xk8QiWg2ihUClSKGSoSHkPy+dq2JbvOcuTW1bfSUdPBU6ee4uT0SSp6hTWNa7i5+2baa66ugWQLE2HKzCwPtm7dKvft23elzbC4DORKOU5NnWIqPUWNt4bu+u5Lzr+eSk1xYuIE2VKWtkgb3fXdi5LGS8FX48PUKjamM9NMJMdRUKgCeZuDv6ztoKO2Y8muZWGxFAgh9kspzymlavXkLa4IHoeHTa2b3tKx9YH6N1W+780SUm0kSnkmkuN4HT4UoVBE4DB0ft3za5pCTUt6U7GweCexYvIWFm/gRqef6XIeXWiLDj6vqHRXy1SN6hnVrSwsljuWk7eweAPr3T72gKlOqaggYEM5Q8woI5FnZfdYWCxnrHCNhcU5uL22nanBFwjrtbhtdgTmzE+35j5D7sHCYrljdUksLM6B3+XnjtXvIZObY2J+nPH5cUp6ibvW32VNBrK4qrB+rRYW56GrrotYOMZMegZVUanz11kO3uKqw/rFWlhcAKfmXHKVSguLy4kVrrGwsLC4hrGcvIWFhcU1jOXkLSwsLK5hLCdvYWFhcQ1jOXkLCwuLa5hlJVAmhIgDw1fQhBogcQWv/1awbL58XI12WzZfPq6k3a1Syui5NiwrJ3+lEULsO5+S23LFsvnycTXabdl8+ViudlvhGgsLC4trGMvJW1hYWFzDWE7+TL59pQ14C1g2Xz6uRrstmy8fy9JuKyZvYWFhcQ1j9eQtLCwsrmEsJ29hYWFxDWM5eUAI8UUhRI8Q4rgQ4v8+bf2fCCH6hBAnhRDvvZI2ng8hxB8JIaQQomZhWQgh/nbB7iNCiM1X2sbXEEL8PwvtfEQI8RMhRPC0bcu2rYUQdy7Y1SeE+I9X2p5zIYRoFkL8RghxYuF3/IcL68NCiF8JIXoXXkNX2tZzIYRQhRAHhRA/X1huF0K8tNDm/58Qwn6lbTwdIURQCPHgwu/5VSHEruXa1u96Jy+EuAW4F7hOSrkW+K8L69cAHwPWAncCfyeEUK+YoedACNEM3AGMnLb6LmDFwt/ngP9xBUw7H78C1kkpNwCngD+B5d3WC3b8v5jtugb47QV7lxs68EdSyjXATuDzC3b+R+DXUsoVwK8Xlpcjfwi8etry14BvSCm7gHngM1fEqvPzN8BjUspVwHWYti/Ltn7XO3ng3wJ/LaUsAUgpX6vSfC/wIyllSUo5CPQB26+QjefjG8B/AE4fPb8X+Edp8iIQFEI0XBHr3oCU8nEppb6w+CIQW3i/nNt6O9AnpRyQUpaBH2Hau6yQUk5KKQ8svM9gOp0mTFv/98Ju/xv44BUx8AIIIWLA+4B/WFgWwK3Agwu7LCu7hRABYA/wHQApZVlKmWSZtrXl5GElcOPCo+HTQohtC+ubgNHT9htbWLcsEELcC4xLKQ+/YdOytvs0fh/45cL75WzzcrbtnAgh2oBNwEtAnZRycmHTFLAcC9R+E7OzYiwsR4DkaR2C5dbm7UAc+N5CiOkfhBAelmlbvysqQwkhngDqz7HpzzDbIIz5iLsNeEAI0XEZzTsvF7H7TzFDNcuKC9kspXx4YZ8/wwwv/OBy2vZuQAjhBX4M/F9SyrTZKTaRUkohxLLKmRZC3APMSCn3CyFuvsLmXCo2YDPwRSnlS0KIv+ENoZnl1NbvCicvpbz9fNuEEP8WeEiaEwZeFkIYmEJD40DzabvGFtZdNs5ntxBiPWZv4vDCP3EMOCCE2M4VtvtCbQ0ghPg0cA9wm3x9ksYVb+sLsJxtOwMhhIbp4H8gpXxoYfW0EKJBSjm5ELabOf8Zrgg3AB8QQtwNOAE/Zrw7KISwLfTml1ubjwFjUsqXFpYfxHTyy7KtrXAN/BS4BUAIsRKwYyrJ/Qz4mBDCIYRoxxzIfPlKGXk6UsqjUspaKWWblLIN80e3WUo5hWn37yxk2ewEUqc9Ql5RhBB3Yj6Wf0BKmT9t07Jta+AVYMVCtocdc4D4Z1fYprNYiGN/B3hVSvn10zb9DPjdhfe/Czx8uW27EFLKP5FSxhZ+xx8DnpRSfgL4DXD/wm7Lyu6F/7NRIUT3wqrbgBMs07Z+V/TkL8J3ge8KIY4BZeB3F3qYx4UQD2B+eTrweSll9Qraean8Argbc/AyD/zelTXnDL4FOIBfLTyBvCil/D+klMu2raWUuhDiC8C/AirwXSnl8Sts1rm4AfgUcFQIcWhh3Z8Cf40ZgvwMpoz3R66MeW+aLwM/EkL8FXCQhUHOZcQXgR8s3PgHMP/PFJZhW1uyBhYWFhbXMFa4xsLCwuIaxnLyFhYWFtcwlpO3sLCwuIaxnLyFhYXFNYzl5C0sLCyuYSwnb2FhYXENYzl5CwsLi2uY/x8YXsDHzbcX9gAAAABJRU5ErkJggg==", + "image/png": 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", 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" ] @@ -116,11 +117,9 @@ } ], "metadata": { - "interpreter": { - "hash": "be4b5d5b73a21c599de40d6deb1129796d12dc1cc33a738f7bac13269cfcafe8" - }, "kernelspec": { - "display_name": "Python 3.7.3 64-bit ('base': conda)", + "display_name": "Python 3.9.9 ('openai')", + "language": "python", "name": "python3" }, "language_info": { @@ -133,9 +132,14 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.9.9" }, - "orig_nbformat": 4 + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "365536dcbde60510dc9073d6b991cd35db2d9bac356a11f5b64279a5e6708b97" + } + } }, "nbformat": 4, "nbformat_minor": 2