TLUSTY/hotsd/tlusty_input/hhe.ipynb
2026-07-21 22:25:14 +08:00

145 lines
235 KiB
Plaintext

{
"cells": [
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.00343 5.28e-06\n"
]
},
{
"data": {
"image/png": 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AILiOEWJQIBAIBAKB4DpGiEGBQCAQCASC6xghBgUCgUAgEAiuY4QYFAgEAoFAILiOEWJQIBAIBAKB4DpGiEGBQCAQCASC6xghBgUCgUAgEAiuY4QYFAgEAoFAILiOEWJQIBAIBAKB4DpGiEGBQCAQCASC6xghBq8g1q9fz+TJk8nLy7vcplxR7N27l8mTJ3Ps2LHLbYpAIBBc0Yj7SOWI+8jZEWLwCmL9+vVMmTJFXMRnsHfvXqZMmSIuYoFAIDgH4j5SOeI+cnaEGBRccoqLiy+3CQA4HA6cTuflNkMgEAgE54m4j9QsQgxeIUyePJmnn34agJiYGCRJQpIkVq1aBcD8+fPp1KkTZrMZDw8Pevfuzfbt28sd495778XDw4P9+/fTu3dvzGYzoaGhvP766wBs3LiRrl27YjabqV+/Pl988UW5/efNm4ckSSxdupT77rsPPz8/zGYzt956K0eOHKlg87Jly7jxxhvx8vLCZDLRpUsXli9fXuG8JEli27ZtDBkyBF9fX2JjYwHYunUrQ4cOJTo6GqPRSHR0NMOGDSMxMbGcTXfccQcAPXr0KHtf5s2bB0B0dDT33ntvBdu6d+9O9+7dy7ZXrVqFJEl89dVXPPnkk4SHh6PX6zl06FC1z0UgEAiuZMR9RNxHLhQhBq8QRo8ezeOPPw7ATz/9xIYNG9iwYQOtW7fmtddeY9iwYTRu3JgffviBr776isLCQuLj49m7d2+54zgcDgYNGkT//v359ddf6du3LxMmTOD5559n5MiR3H///fz88880aNCAe++9l3///beCLaNGjUKlUvHtt98yY8YMNm/eTPfu3ctNO3z99df06tULLy8vvvjiC3744Qf8/Pzo3bt3pR/+QYMGERcXx48//sjHH38MwLFjx2jQoAEzZsxgyZIlvPHGG6SmptKuXTuysrIA6N+/P6+99hoAH3zwQdn70r9//wt6nydMmEBSUhIff/wxv//+O0FBQed9LgKBQHAlIu4j4j5ywciCK4a33npLBuSjR4+WtSUlJckajUZ+/PHHy/UtLCyUQ0JC5DvvvLOsbeTIkTIgL1y4sKzN4XDIgYGBMiBv27atrD07O1tWq9Xy+PHjy9rmzp0rA/Ltt99ebqx169bJgPzKK6/IsizLFotF9vPzk2+99dZy/Vwul9yiRQu5ffv2ZW2TJk2SAXnixInnPH+n0ykXFRXJZrNZnjlzZln7jz/+KAPyypUrK+wTFRUljxw5skJ7t27d5G7dupVtr1y5UgbkG264oVy/8zkXgUAguNIR9xFxH7kQhGfwCmfJkiU4nU7uuecenE5n2cNgMNCtW7cy938pkiTRr1+/sm2NRkNcXByhoaG0atWqrN3Pz4+goKByrvRS7r777nLbnTt3JioqipUrVwJKgHJOTg4jR44sZ5Pb7aZPnz5s2bIFi8VS7hiDBw+uME5RURHPPvsscXFxaDQaNBoNHh4eWCwW9u3bd97vVXU4044LOReBQCC4mhD3kZrlWryPaC63AYKzk56eDkC7du0qfV2lKq/nTSYTBoOhXJtOp8PPz6/CvjqdDqvVWqE9JCSk0rbs7OxyNg0ZMqRKu3NycjCbzWXboaGhFfoMHz6c5cuX89JLL9GuXTu8vLzKvoRKSkqqPPbFcKYdF3IuAoFAcDUh7iM1y7V4HxFi8AonICAAgAULFhAVFXVJxkxLS6u0LS4urpxNs2bNomPHjpUeIzg4uNy2JEnltvPz8/njjz+YNGkSzz33XFm7zWYjJyen2rYaDAZsNluF9qysrDI7z2bHhZyLQCAQXE2I+8jZEfcRIQavKPR6PUC5XzO9e/dGo9Fw+PDhSl3ktcE333xTbqz169eTmJjI6NGjAejSpQs+Pj7s3buXxx577ILGkCQJWZbLzrmUzz77DJfLVa6tsvellOjoaHbt2lWu7eDBgxw4cKDSi/hMauJcBAKB4EpB3EfEfeRCEGLwCqJZs2YAzJw5k5EjR6LVamnQoAFTp07lhRde4MiRI/Tp0wdfX1/S09PZvHkzZrOZKVOm1KgdW7duZfTo0dxxxx0cP36cF154gfDwcB599FEAPDw8mDVrFiNHjiQnJ4chQ4YQFBREZmYmO3fuJDMzk48++uisY3h5eXHDDTfw1ltvERAQQHR0NKtXr2bOnDn4+PiU69u0aVMAZs+ejaenJwaDgZiYGPz9/RkxYgT/+9//ePTRRxk8eDCJiYm8+eabBAYGVutca+JcBAKB4EpB3EfEfeSCuNwrWATlmTBhghwWFiarVKpyK59++eUXuUePHrKXl5es1+vlqKgoeciQIfKyZcvK9h05cqRsNpsrHLNbt25ykyZNKrRHRUXJ/fv3L9suXQX2999/yyNGjJB9fHxko9Eo9+vXT05ISKiw/+rVq+X+/fvLfn5+slarlcPDw+X+/fvLP/74Y1mf0lVgmZmZFfY/ceKEPHjwYNnX11f29PSU+/TpI+/Zs6fSlV0zZsyQY2JiZLVaLQPy3LlzZVmWZbfbLb/55pty3bp1ZYPBILdt21ZesWJFlavATrftfM9FIBAIrgbEfUTcR84XSZZl+XIJUcGVxbx587jvvvvYsmULbdu2vdzmCAQCgeAqQ9xHrk5EahmBQCAQCASC6xghBgUCgUAgEAiuY8Q0sUAgEAgEAsF1jPAMCgQCgUAgEFzHCDEoEAgEAoFAcB0jxKBAIBAIBALBdYxIOl0DuN1uUlJS8PT0rFCmRiCQZZnCwkLCwsIq1AC9XhDXiOBsiGtEXCOCs1Pb14gQgzVASkoKderUudxmCK5wjh8/TkRExOU247IgrhFBdRDXiLhGBGentq4RIQZrAE9PT0D5I3l5eV1mawRXGgUFBdSpU6fsc3I9Iq4RwdkQ14i4RgRnp7avESEGa4BSl76Xl5e4iAVVcj1P/YhrRFAdxDVS/hpxuVysWbOG1NRUQkNDiY+PR61WX04zBZeZ2rpGrrrgjA8//JCYmBgMBgNt2rRhzZo1Z+2/evVq2rRpg8FgoG7dunz88cflXp83bx6SJFV4WK3W2jwNgUAgEAiq5KeffiI6OpoePXowfPhwevToQXR0ND/99NPlNk1wDXJVicH58+czduxYXnjhBbZv3058fDx9+/YlKSmp0v5Hjx6lX79+xMfHs337dp5//nmeeOIJFi5cWK6fl5cXqamp5R4Gg+FSnJJAIBAIBOX46aefGDJkCCdOnCjXnpyczJAhQ4QgFNQ4V9U08TvvvMOoUaMYPXo0ADNmzGDJkiV89NFHTJs2rUL/jz/+mMjISGbMmAFAo0aN2Lp1K9OnT2fw4MFl/SRJIiQk5JKcg+DikGWZ9YezaRbhjZdBe7nNEVwki/ekAiDLYHe5sTpcuKtRE0mrVmHUqlGf9nNWkiSMWjUmnRqjTo23UUuAhx6DVkyrCWqXV199lT///JMdO3ag0+nIy8u74GO5XC7GjBlDZcXBZFlGkiTGjh3LgAEDxJSxoMa4asSg3W7n33//5bnnnivX3qtXL9avX1/pPhs2bKBXr17l2nr37s2cOXNwOBxotYqYKCoqIioqCpfLRcuWLXn55Zdp1apVlbbYbDZsNlvZdkFBwYWeluA8eXfpQd5bcYjYQDM/PdoFb6MQhFczj3yzjdouiOln1hHpZ6J5hDdto/3oVj/woj83DpcblSShVl2/MW6CU9jtdu644w46derEnDlzLupY69evr+ARPB1Zljl+/Dhr1qyhe/fuFzWWQFDKVSMGs7KycLlcBAcHl2sPDg4mLS2t0n3S0tIq7e90OsnKyiI0NJSGDRsyb948mjVrRkFBATNnzqRLly7s3LmTevXqVXrcadOmMWXKlJo5MUG1+Tcxh/dXHgLgcKaFR7/5l3n3tUervqqiHQSn0TbKt0wM6jSKt091DoFV5kW0u3CfpiSdbhmrw0WJw4XF5qKgxIHd5SbHYifHYmfH8Ty+3JCIVi3RrX4gD8TXpUNd/2rZuf5wFr/vTGVNQiYZhTbsTjcAKgn0GjV6rQqDRo1Oo0KjltCplf81KhUalYReq5ybt1FHoKeeKH8TjUK9aBrmhUZ8fq96Su8H8+bNu+hjVXU/O5PU1NSLHksgKOWqEYOlnLmSptRtfj79T2/v2LEjHTt2LHu9S5cutG7dmlmzZvHee+9VeswJEyYwfvz4su3SJd+C2sPqcDFu/k7cMsTXC2BbYi7rDmXzxfpjjI6ve7nNE1wgPz7cudaOLcsyBSVOTuQVcyTTwrakXNYkZHEoo4hl+zJYti+DDjF+vNC/Ec0jfCo9RkahlSm/7eXP3ZXfeN0ylJwUoOA4bxs99Bp6NQ7mns7RtKxTuQ2Ca5OqZpiqG7IUGhpaK3YJrk+uGjEYEBCAWq2u8KspIyOjgvevlJCQkEr7azQa/P0r9wioVCratWtHQkJClbbo9Xr0ev15noHgYvgvJZ+knGJ8TVo+uLs1P249wct/7GXVgUwhBgWVIkkS3iYt3iZvmoR5c2uLMAAS0guZu/4YC7aeYNPRHG57fx23NA9lzI31qBes5PCSZZlfd6Qw6bf/yC9xoFZJ3NEmgj5NQ6gX7ImHToNblnG43NicSqyj1eHG7nLhcMk4XTIOtxuXS8bpVvpYbC7ySxyk5ZdwLLuY7Um5FFid/LQ9mZ+2J3NTo2BeGdiUEG+xeO16oKoZps6dOxMREUFycnKlcYMAderUIT4+vrZNFFxHXDViUKfT0aZNG5YuXcrtt99e1r506VIGDBhQ6T6dOnXi999/L9f2999/07Zt27J4wTORZZkdO3bQrFmzmjNecNGkFyi/oGMDPfAyaImvFwDA1sQc7E43Oo2YahNUj3rBnrx2ezMe6xHH9L8P8NO2ZP7Ylcqfu1NpGuZNTICZPSn5HMm0ANAkzIs3Bjenabh3jdrhcsvsOJ7HN5sS+X1nCsv2pbPpaDbvDW1Fj4ZBNTqW4PyZPHnyOcOBtmzZQtu2bS/o+FXNMKnVambOnMmQIUOQJKlSQfjiiy+KxSOCGuWquoOOHz+ezz77jM8//5x9+/Yxbtw4kpKSePjhhwHl4rrnnnvK+j/88MMkJiYyfvx49u3bx+eff86cOXN46qmnyvpMmTKFJUuWcOTIEXbs2MGoUaPYsWNH2TEFVwaZhYoYDPRUPLL1gjzwM+uwOtzsTs67jJYJrlbCfIy8c2dL/nyiK72bBCPLsDs5n992pnAk04JWLTH+5vr88n9dalwIAqhVEm2ifHnnzpb88Xg8Ler4UGh18sCXW/l1R3KNjyc4Px577DH27dt31kfTpk0v+Ph6vb4swfSZydgHDRrEggULCA8PL7ePTqcD4Ntvv8Xlcl3w2ALBmVw1nkGAu+66i+zsbKZOnUpqaipNmzblr7/+IioqClACak/PORgTE8Nff/3FuHHj+OCDDwgLC+O9994rl1YmLy+PBx98kLS0NLy9vWnVqhX//PMP7du3v+TnJ6iaM8WgJEl0iPFj0Z40Nh7JoU2U3+U0T3AV0yTMm09GtCUlr4R/E3M5lmWhYagX7aJ98THpLokNDUI8WfBwJ576cSe/7khh7PwdmHQabm5ceQjM2ZBlmdR8KwEeeuExvwgCAgIICAi4bOMPGjSIAQMGlKtAEhoaStu2bTl+/LioZSyoUa4qMQjw6KOP8uijj1b6WmUrubp168a2bduqPN67777Lu+++W1PmCWqJjEKlIkyQ56lYzVNiMJv/6xF3uUwTXCOE+RgJ8zFetvG1ahXv3tkSg0bN/K3HGTd/B7/8Xxfigjyqtb/LLfPBykP8tO0Ex7KLMenUdI0L4IX+jYjyN9ey9dc3SUlJ5OTkkJSUhMvlYseOHQDExcXh4VG9v19lqNXqCulj/vzzT1q1anVd13EW1DxXnRgUXJ+c6RkE6BirLALaeiwXh8stUswIrnpUKolXbm/K0SwLm4/l8NBXW/nzifhqJc7+JyGTd5YeLNsutrv4e286/6UUsPCRztfVwpTjx49z7NgxiouLCQwMpEmTJrW66G/ixIl88cUXZduleWpXrlxZ47kAb7jhhho9nkAAV1nMoOD6JbOoohisH+SJj0lLicPFrhP5l8s0gaBG0apVfHB3a4K99BzOtPDhqsPV2u+fg5kA9GsWwp4pvfnj8a7EBJhJzithxJxNFFrPP/XN1URiYiITJkwgOjqa6OhounXrRt++fWnbti3e3t7cfPPN/Pjjj7jd7hofe968eciyXOFRm0mhZVlm1qxZVc6UCQTng/AMCq4KSj2DQZ6nvBsqlUSbSF+W789gT3I+baJ8L5d5guuBtD2wfApk7oeiDNDoQe8NZn8wByoPoy/ovUDvATozaAxKP61J2TZ4gykAPEPgLPlRAz31TLq1CY9+s42PVx9mUKtwogPOPtW7NiELgFuah+Gh19A03JuvRrVn8EfrScgo4quNiTza/doMpxgzZgxz586lV69eTJ06lfbt2xMeHo7RaCQnJ4c9e/awZs0aXnrpJaZMmcLcuXNp167d5Tb7oti1axdjx47F7XbTo0cP7rjjjsttkuAqRohBwSkcVji0DI6uVm5YwY2hTkfwCLysZrncMllFdqC8ZxCgfogny/dncDC98HKYJrheWP8+LJsM7tO8a04rWPMhP6nK3apEY4SQplC3BzQdDEENK3Tp2zSE+HoBrEnIYuofe/n83qrFS2p+CQkZRagk6Bx7KodqhK+JZ3o35MkfdyoJ2rvWvSYXleh0Og4fPkxgYMXvqqCgIHr27EnPnj2ZNGkSf/31F4mJiVe9GGzRogUTJkzg1Vdf5cEHH6RDhw5ERkZebrMEVylCDAoUco/B532gsJJKC4ENIToeIjsqz/1jQXvpAu1zi+243DKSBP7m8qs76wcrwdkJ6UWXzB5BDeF2Q+5RsBWArRCsJ/+XK5nGk92KEJNlQAa3C1wORZA5SpT/7UVQknvqYSsCpw30nuARBFGdoUFfCKu67nilHF0Df7+gPG/QD7qMUTx7LgeU5EFxNlgywJKpjGstALsFHMWKXU6bsm0vUl4rzgZnCZzYojz+eRPq94WbJkFQo7JhJUliym1NuPndf1ixP4P/UvJpElZ5ips1J72CzSJ8KqyAvrVFGG8s3k96gY2/dqcysFV4ZYe4qnnrrbeq3bdfv361aMmlZdKkSSxbtoxNmzbxv//9j5UrV4r8g4ILQohBgcKKVxQh6BEMjW5TbmSpOyF9jzItlrkftnx6qr85CDyDlf+9I8A3ShGKoS2U7RqkdIrY36yrUMe1XpCyou5gRuE5SxMKrjBkF8xqXfvjFAJZB+DYGlj9huKJ6/uWMr17LmRZuTYAWt8Dt7531undauFyQG4iJG2AA3/BgUVwcBEcXgE3T4UOD5WNUTfQg75NQ/hjVypz1h7lnTtbVnrI0iniG+pVTIWi06i4p1MU0/8+yGdrjzCgZZi4Tq4RtFot33zzDS1btmTNmjW89tprxMfHl6WiiY+PF+JQUC2EGBRA2m7YvUB5fvePiqArpTgHjq1VHqk7IGM/2PJPekIyKj9eVBdo/yA0HnDxN04g46QYDPCouBowLsgDlQR5xQ4yi2zlYgoFVzhqrRJnp9Iq3juDF+g8QFXJ15KkUvqXfp4ktbKtMSheaq0RtGYlZq/0ofdQ4vWsBYrn+9BS2P8X7FmofJ7vXwx+5yhleGgZHN+ojNP9+Rr5PKPWQkCc8mg9ArISYPEExb7Fz0LGf3DLTFApP3xGx9flj12p/L4zhWf7NCTYq/xn3O2WWXtIEYNd4yrPi3d3hyhmrTjEnuQCDqQX0jDEq9J+VyutW7dm+fLl+Pr60qpVq7OK3bOlGrsaiY2N5f333+fee+9l4sSJ5V6LiIhg5syZDBo06DJZJ7haEGJQAMtfBmRoMqi8EAQw+UHj25QHKJ6SklzIS1KmxYrSIf8E5ByBjH2KsExcpzyaDIJb3lFuzBdBZWllSjFo1UT6mTiWXUxCetF1IQYvddqMWuXpQ5dooG7QZiQkb4OfH4Ksg/D9/2D0UmVhR1Wsmqb83240eIXWjmkB9ZQfYZtnw+LnYNuX4HLCgPdBpaZlHR/aRfuy5VguX6w/xjN9yscX7jyRR47FjodeQ6vIyq81X7OOjnX9WX0wk7UJWdecGBwwYEDZNTBw4MDLa8xloKpchsnJyQwZMoQFCxYIQSg4K0IMXu/kHYeEJYrnpccL5+4vSYpANFVR8SM/GbbOgbUz4L+fFIF4/6KLEoSVrSQ+nXrBnhzLLuZgeiFdqvCMXO0kJiby8ccf891333H8+PFy9Up1Oh3x8fE8+OCDDB48GJXq2lsgUGOEt4Z7foVPuikeuN/HwODPKu+bfwKS/1WujS5jAfgv6z92Z+3mWMExih3FON1OdGodWpUWnVqHXq1Hq9aikZSvVo1Kg1alRZIkNJIGX4MvweZgor2i8dafFv8nScr0sMkffnoQdn6reEr7vA6SxL2dY9hyLJdFe9IqiMGle9MB6NYg8KyLQ+LrBbD6YCZrErIYHX8Oj+hVxqRJkyp9fj3gcrkYO3Zspa+Vhs6MHTuWAQMGiCljQZUIMXglI8tKcL0lS7kxZe5XxFXmASg4AcW5ircivC10ePD8A+MBEtcr/4e2VKatLhbvcLhxIjToD/Pvhsx9igdmxE/KlN0FUFp9pDLPICiLSJbuTefgNbqI5HpMm1GreIXBnV/AF7fC7h8Vr19kx4r9Dq9Q/g9vS6YKpq0az9LEpTVmRpg5jC7hXegb05e2wW2Vqc1mQ5QXF46CTR8r8bedHye+fgBqlcTRLAvJeSWEn1YppVQM9jpH6bquJ+MJNx3NxuZ0oddcu8IgLy+PBQsWcPjwYZ5++mn8/PzYtm0bwcHBFer9Xu2sWbOGEydOVPm6LMscP36cNWvW1GreQ8HVjRCDtYXbpXgV8pIgL1EJGM8/AS57xb4uBzgsyj6yDK6Tqw+Lc8qnsqiMrEJlymvXfOg6DrpPAPV5/FkT1yn/R3ep/j7VIaIN3L1AWaGcuBb+ehpue++CDnW2aWKA+sHKIpKEazS9zOVMm3Hs2DFefvllVqxYQVpaGmFhYfzvf//jhRdeQKe7NHV7a4WoztByuDIl+89b8L+FFfucFIMH67Rm1G+DyLPloZbUdA7rTJxvHF46L9SSGofbgd1lVx5uOzaXTUk6jIzT7cR+8pp3uB3kWHNIKUohvTidFEsKPx78kR8P/kgjv0aMaT2GLuFdFEFYkAJLX4K/XwQkvDo/RvMIb7Yn5bHuUBZ3tq0DsszxYwnkZRxHrfKje/2gs55yg2BPAj31ZBba+PdYLp2vUS/6rl27uOmmm/D29ubYsWM88MAD+Pn58fPPP5OYmMiXX355uU2sUVJTK8kAcRH9BNcnQgzWJnP7gtt58cfReSirfAMbKCt2gxqBT5Qy9Zp7FHZ8C3t/gTXTlVXAfaZV/9ilnsGoGhaDoORRu+tL+GoQbPtCWVASd+N5H+bUNHHlYrB0RXFCRtE1uaL4cqbN2L9/P263m08++YS4uDj27NnDAw88gMViYfr06TU61iWn63jY/o2ySCT5Xwhvc+o1twsOryRRo+HBnLXk2Qto4NuAV7u+SgO/Bhc9dLGjmK3pW1mRtII/j/zJvpx9PLzsYW6LvY1n2z+LV+fHoTgL1s1U0tpkJzAw9GaKjx/HtXU7HNgFx9ZSx2Fhk15ii7EL3kUxYGpU5ZiSJBEfF8BP25NZcyjrmhWD48eP59577+XNN98sV7+3b9++DB8+/DJaVjuEhlYvlrW6/QTXJ0IM1hYqNdTpAEjgE3nyUUepRFBZX635lEdPrQedCYx+YA44e06/wPpQvzfs+A5+eRg2fgixPaHezee2sSgDshMUGyubJqsJYnsqsVCbPobfnoBHNyixUOfBuTyDdQPNqCTIL3GQUWirsNryWsPpdLJq1SoOHz7M8OHD8fT0JCUlBS8vryoDyS+UPn360KdPn7LtunXrcuDAAT766KMaEYPv/PsOyCAjY3fZKXGW4D4tz6BbdlPiLMHuVrxrGkmDUWssi8kDReQY1AY8dB74G/zx1ntj1poxaU2YNCZ89D74G/0xa89YKOIXA83vhJ3fwT9vw7Bvy14qPr6J7/UuPgsOpfCkEJzTe075OL+LwKQ1cUPEDdwQcQNjW4/lk12f8M2+b/jt8G/szNzJzB4zib1pilLNZMXL8O88RjKPkXog7eQDcKJGI7noYF2r/Pgcu1tZmV0FXespYnBtQhbP9qmy21XNli1b+OSTTyq0h4eHk5aWdhksql3i4+OJiIggOTm5XCzx6Wg0mmtuelxQswgxWJvc99elG6vlMEjZDps/gZ8fhv/bfO48aqVTxMFNL3rF71m5cSIcXKyk91g17fw8l5xbDBq0amICzBzOtLA/rfCaFoOJiYn06dOHpKQkbDYbN998M56enrz55ptYrVY+/vjjWrchPz8fP78qFhCdxGazYbPZyrYLCgoq7TdvzzxkKr+B1TThHuG0CGxBv5h+dAnvgkalUUIrdn6n5PkrTOPf4mS+2/8d/yQuo8RPuSYa+TXiw5s+rDEheCY+Bh+ebf8svaN788w/z5BYkMjwP4cztctUet/wFIS1hK1zkQ8uocCl44AcQUyH2whsM5COnyThaz3OX/7voS06oeQsbH5nlWN1Olmd5L+UfKwOFwbttRc3aDAYKv28HThwoNJQi6sdtVrNzJkzGTJkCJIklROEpdtOp5POnTvz66+/0rlz58toreBKRYjBa4mbp8LRf5RFG5s+gp4vnr1/2RRxLX856MzQ/x34epCSPqPtqGovVskrtlNoU6bazybyGod5czjTwt6UArrVv/a+8EsZM2YMbdu2ZefOnfj7nxL7t99+O6NHj6718Q8fPsysWbN4++23z9pv2rRpTJky5ZzHu7fJvWViUKvSYtKaUEmnVsSqUGHUGNGplfhEh9tBibMEl+wq6+OW3VidVgrthWRbs8m35VPsLKbYoTzybHkUO4tJLkomuSiZv47+RYAxgP4x/ekS3gXviFbsyU/gr79G8K/1lOco0uHgoehb6N/zDdSq2hdNLYNa8v0t3/PM6mfYlLaJp1Y/xfaM7YxpPQZj3E1ILiePz/uXfxKyeMm7Mf8LiCSrJJEsInA1uwvthreVfKFnEYMhXga8jVrySxwcybTQOOzaSjEDSpqZqVOn8sMPPwCKIEpKSuK5555j8ODBl9m62mHQoEEsWLCAMWPGlFtMEhERwcSJE/noo4/Ytm0bPXv2ZPHixWIhiaACQgxeS2gN0GMC/HCPIrq6jDnrlNElE4OgxArW662ksVn6Egz7rlq7bU/KA6BugBkPfdUf18ahXvy+M4X/UvJrwtorlrVr17Ju3boKizeioqJITk6u9nEmT558TrG2ZcsW2rZtW7adkpJCnz59uOOOO84pPCdMmMD48ePLtgsKCqhTp06FfuPbjq/QVhsU2AvYm72XNSfW8MeRP8gqyeKLvV/wxd4vQAsE+IE1DY1Kw8Co3gxZO4fGdjvSHWOVMI5LhJ/Bj49v/pj3t7/PnD1z+GbfN6w+vpqn2j1F94jutI7y5Z+ELA5lFJJ9sl63Vi2hb3UnbHgbDi9XFp5VkfpJkiTqB3uw5VguB9MLr0kxOH36dPr160dQUBAlJSV069aNtLQ0OnXqxKuvvnq5zas1Bg0axIABA1izZk2FCiTDhg3j7rvv5vjx4yLTgKBShBi81mh4C/jHQfYh+PcL6PxY5f2s+ZD+n/I8stOlsa3XK8rN6sBfykrN2J7n3GVbUi5Alcl0Sym9qe1NrXw68lrB7XbjcrkqtJ84caJcsPy5eOyxxxg6dOhZ+0RHR5c9T0lJoUePHnTq1InZs2ef8/h6vf6KSoTtpfOiY2hHOoZ2ZGzrsaxJVkThkbwj5NlyCc9Po7ulmFsHfklIThLY7UqqprOUVpQdDpxZWbjy83HlF+AuKsRtseAuLkG225AdpZkAJFQmIyovL7ShoeiiotD4Vx3CoVFpGNtmLK2DWzN1w1ROFJ1g7MqxhJnDCNe3ReNlIjEfMgoUcR3goUcKagjBzSB9N+z7DdrcW+XxBxq2oVEVcyA99kLeyiseLy8v1q5dy4oVK9i2bRtut5vWrVtz0003XW7Tah21Wl2p189sNrNw4ULy8/Mxm5XYWVmWcTgcqNXqSgWk4PpCiMFrDZUaOj8Bvz8BGz5QysJpKkkBcmIrIINvtFJjGNiUuok1J9awK2sXBbYC7G47erUeo8aIUWPEoDFg1BjRqrQA6NQ6DGoDKkmFRqUhxBxCpGckTQKa4GeoxDMRWB/aPaBMYf/5lLKY5By5B0vFYOson7P2axyqiMGjWRaK7U5Mumvzo33zzTczY8aMMkEmSRJFRUVMmjTpvFYSBwQEEBBQvdWkycnJ9OjRgzZt2jB37tyrPqm1Vq2lZ2RPekae9mPkh5GQ8gvs/hkKT04VN+xfbj9nbi75v/5K8datWPf8hzM9XUkFdSE2RERg7tQJr/79MbVri1TJzfeGiBv4deCvfLrrUxYkLCDFkkKK5TeM4bCb73lsrT9a3y4EmHspOzQbrIjB1W8qC9KaDi4raVdGwlLuPvYCd+tg8b6DcPPH55eK6iqiNOWSQEGtVpeL9X311Vf59ttvyc/PJyUlpaxdlLC7PpHkqpYfCapNQUEB3t7e5Ofn4+V1BUy7OG3wblOldvAdX0CTgRX7rHwNVr8BzYfiHPgBb255k+/2V2/qtjrE+cRxW+xtDIgbUF4YWgvg/XZQlKZUPOn2TJXHcLllmk9egsXuYtGYeBqFnv29bffqMjILbfz0aGdan8OTeCmpyc9HqYdOrVaTkJBA27ZtSUhIICAggH/++YegoLPnmruQ8bp160ZkZCRffvllOY9BSEhItY9T1XsgOxxKwHsl3s4KqFSKaFKraz590NE18MUtynNJDbILHt0IQY1wpGeQ/emn5C1YgGy1lt9Pq0Xt7Y3a0xOVlydqsweSyYhKpweNGklSIctu3MXFuPPycaSm4khJKScidVFR+I0ehc+AAUhV5G60Oq2sOrGKFUc288fBjagNKSAp75lRrsPSYd/h7bDB7O5QcDJcoOP/QZ/XTh3E5YSPOkPWgVNtrUYoZe9qmX2pBThdMs0iKl+EU5PXyHvvVZ7PVJIkDAYDcXFx3HDDDVec9+tS3kcyMzOJjo6muLi4wmul15YoYXdlUdufDyEGa4ArTgwCLJ8Ka96Gut2V8ltn8uUAOLIKe983GVO4g7XJawG4LfY2OoZ2JNgUjE6tw+qyUuIoUf53llDiLMF5MneizWXD6rQiI2Nz2UgtSuVQ3iGOFRwrG8akMXFf0/sY2WQkRs3JFDm7FygVFtR6GPk7RHao9BT2pRbQd+YaPPQadk7qhVp1dgEw8vPNrD6YySsDm/K/jlHn/ZbVFjX9+SgpKeG7774rNwV29913YzSeJQXRBTJv3jzuu+++Sl87n6+Oqt6DfQ2rzot3NiStFkmvR2UyoTKbUfv6ovH3QxMaiq5OJPq4WPRxcagDAqovHBdPUFIzAbJPDMWdZlOweBH5P/2MfHJltL5xI7z734KxZQt0UVGo/fyQztNT6iospGTHDgr/XkrBkiW4T6581UVFETThOTzPEtyfY7HT+uWlIDno1T6JdTnfoNIU879G/+PZ9s+CrRDWz1J+6Kk08Pg28D15LWz+FP56CrfRjwkFg3lD+ykyEtL/bVa89rVESl4JPd9ehcsts3RcN6IDKtaCrslrJCYmhszMTIqLi/H19UWWZfLy8jCZTHh4eJCRkUHdunVZuXJlpXGsl4tLeR9xuVyEh4eTnp5e6euSJBEREcHRo0evONF8vSLE4FXAFSkGcxNhZgtAVm4I/qfFB7ld8Hoksr2IF7vczW8pazBqjEzrOo0bo84/KfSZ5NvyWZq4lB8O/MC+nH0ARHtF8/oNr9PEv4niFfl+uBI7aPCG+xZDcGNlZ1mG1J1wZCVH9m5l+/F8doTewcuPjjznuG8s3s9Hqw4zvEMkr93e7KLPo6a4Ij8fl5gqxWDjJuB2n2XPi0Pt64suMhJteBiaoGA0IcHooqPR162LNiKinJBz5WRhmXYLlv9SKMzww1V0KjWOsVUrAh9/DFOnTjXqlXRbLOT+8CPZn32GKzsbAI9u3Qh+4Xl0kZEV+suyTP0XF+FwydzUKIiVieswRc1BLalZeNtCYn1OXucnf+zR6n8w4AOl7Z3Gitew33Ta/h3Da7bX6KX+F5oPhUEV8/LVFE//uJMf/1VWuA5qHc47d7as0Kcmr5HvvvuO2bNn89lnnxEbq7wfhw4d4qGHHuLBBx+kS5cuDB06lJCQEBYsWHBRY9Ukl/J7YtWqVfTo0eOc/VauXClWHl8hCDF4FVDVH8nisADKF7jdbcfqtFaaUNdxsuScWlJj1BiV/GcnkSQJvVqPWWs+5VmrLl8PgUNLlRjCXi+fak/bTfEn8XzgH8iXngbUkpoPbvxAKYVVg8iyzJLEJby15S0yijPQSEpg/D2N70FyFMOXA+HEZlBplcTZah2kbFPyEZ5Jszth0Gw4y434950pPP7ddlrW8eGX/6uFiioXSE1exL/99lul7adPgcXExFzUGLVBVe+BKz//1LTv2USWLCueSKcT2elEdjhwW63IJSW4iopw5eXhzMzEkZyCPTER26EEHEnHzxrTJxkMaENCUJlMOLOzlRjA01B5e+N5441439K/xkXgmbiKisj66CNyvvwKHA4knQ6/UfcT8OCDqM7w+HZ5fQXJeSWEeBlIK7DSsu3PHLZsoktYFz6++WSeyeObYc7NypT3Y1vANwamngydeOoQd39/mPzDW/hD/6LS5/Gt4Fe3xs/rYHohfWb8g/vkn0ElwdLx3YgNLJ8cvSavkdjYWBYuXEjLli3LtW/fvp3Bgwdz5MgR1q9fz+DBg6+oEm2XUgx+99131arG8u233zJs2LBatUVQPWr783FtRg5fIfT8oSfFzooxGReKUWPES+dVtqCjdNvH4EO0VzQN/RrSJrgNBs3JfHxt71fE4PavoNszOLVGtqRtYc2/H/FHnTByT7r/J7SfUONCEBSB0ie6D51COzFlwxSWJi5l+tbpbE3byqTOkwgYPh/mj1BqF+//49SOGgPE3shnR33wKTnOEPU/sPsHuHkKeIVVOV7piuL9aQXXbELdgQMHVkgsC6eSy0qSRNeuXfnll1/w9b1y4iarQu1dO4mcAdwlJdiOHMFxIhlHSgrOjAwcqanYjx7FfvQostWK/dixcvvoYmIwd+6M5409MbVrh6TV1pp9p6P28CD46afxGTyY9FdewbJ+A9kffUz+z78Q+MQTeA+4rWyRSYi3geS8EtIKlPjF26MeZvreTaxLWYfFYVEqrdRpT07MDXyfu5NNyx6i2ODFuxo1EU4X6D2oH+zJ3EN1SfDuTL389bDxI+hX/bKH1eXNxftxy9C3aQh2p5vl+zOYtTyBGUNb1fhYpaSmpuJ0ViwD6nQ6yyqQhIWFUVh4bdYyrw6ihJ3gTC5YDB4+fJi5c+dy+PBhZs6cSVBQEIsXL6ZOnTo0adKkJm28ZtCpdOWS16okFQa1Aa1ai4SE0+2skFBXlpV4PBm5LGbvbBjUBjqGdaRLWBea+DXEHBjLiaJktix6gD/s6WSVZCkd1WoiNZ78X6cX6Ve3ZuvZnom33pu3u73NDwd+4I0tb7DqxCr+/flfHmv1GINGLMSQdQj2/a6U3QtqDFGdybBreOXV5UgS3O6fhDrvmOIxPIsYjPE3E+ylJ73AxoYj2fRoULOLKa4Eli5dygsvvMCrr75K+/btAdi8eTMvvvgiL730Et7e3jz00EM89dRTzJkz5zJbe3lRGY0YmzTBWMn3kexyYU9KwpWVhbu4GLW3N7roaNQ+Ppfe0NPQ161LnTlzKFy6lIzX38CRkkLq88+TM3cugePG4dGjO8Fe5VfgNwqoi4fWgyJHEenF6dT1Vjx8bxkc/OHrDdZ0sKbzir8fH2VkI2kMNAhW0hD9ou3H06yH/36BPq/XaE7FtQlZLNuXgVol8VTvBpTYXSzfn8GiPWlMtNjxM1e+WOZi6dGjBw899BCfffYZrVoponP79u088sgjZauLd+/efUV60C8V5yphVxozGB8ffxmsE1wOLkgMrl69mr59+9KlSxf++ecfXn31VYKCgti1axefffbZFRWHcTn5Z+g/Zc81kuaCqxjIskyxs5gcaw4FtoIyUVjiLKHAXkBWSRaH8w6zI3MHaZY0Vh1fxarjq5SdPQCPIMhXcgr6aD3pnpNGt+Jiug/7HE2d6icgPX2a7vQ4L0mrBa32rNNokiRxV8O7aBHUgknrJ7E3ey/TNk/j450f079ufzrGdaaBXwMCjYGoVWq2HFCmbxqGeKH2jYZSMXiWBNkqlUSfhn58tTmZv/9LvybF4JgxY5g9e3a5klI33ngjBoOBBx98kP/++48ZM2Zw//33X0Yrr3wktRp9TAzUgCBw2l1Y8u1YixzYShzYS1w47S6cDjcupxvZLaPRqtDq1Rg9dZh99fgEmlBrK194IkkSXr164dGtG7lff03WJ7OxJSRw4tFHMbVvT72u5fNDBnjoCDYFU5RfRLpFEYOF9kKW2RQv2KPGunxmO846E/zt5UtvSSLSX6mRvtTakKcNPkrmgcT1EFMzN3+ny83Lf+wFYETHqLJp4ZcHNqVnw6BaE4IAc+bMYcSIEbRp0wbtSc+u0+nkxhtvLPuB5OHhcc4qOtXl2LFjvPzyy6xYsYK0tDTCwsL43//+xwsvvFAhOfyVwrlK2AG89tpr2Gw2TCbT5TJTcAm5IDH43HPP8corrzB+/PhyiW579OjBzJkza8y4qx29umaS7kqShFlrVqZ/zpJXWJZlDuQeYG3yWtanrOd44XEs9iL8rRaaFxfSPbQz3e1utFn/QYN+cFIIuoosWHfvomTnLuzHk3CmpuEqKMBVWIBcYsVtsyFbrch2e9UxWCoVai8v1H5+ZYl19Q0aYGjSBEOD+mXTbQ39GvJtv2/58eCPzN0zlxRLCl/v+5qv930NKKI52ByMw+qLzj+cRpG9QBOtjJFz9Oxv1PEtPJ8wnMf1Vn7bcxPum15H5RV8Pm/1Fc/hw4crjRfx8vLiyJEjANSrV4+srKxLbdoF8fPb26rdV6WWUKlVqNQSarWESqMqE1kGDy0mLx3egUZ8Q8yYvHU1FuPndstY8mzkZxSTl1FCfmYJBZklFOZYKcy2YrU4zn2QM5Ak8Ak2ERzjRXh9XyKb+GPyKi8cVHo9/qNG4TN4MNlz5pDz5VcUb95M761bSWnYhx/r9QBJItBTT4g5hMP5h0mzKALw72N/Y5VdxNrtPGwORI5qzkdHf+ENHxPdXTbCvJU4xOP5LuQ2/ZF2fAN7f6kxMTh/63EOpBfibdQytnsd+OI2QGbEiF8r5j6sYUJCQli6dCn79+/n4MGDyLJMw4YNadCgQVmf6iyeqC779+/H7XbzySefEBcXx549e3jggQewWCxMnz69xsapac5Wwm7y5Mm8++67zJ8/n59//hmNRkSUXetc0F949+7dfPvttxXaAwMDyT65Ik4AR++8C7mkuNopOCRJBWo1qCQklRpJozmVQsNoUNJoeJzMZ+bljdrbG5WHGZXJjMqgRzIYqethJi7sdu6vPwLVyQoQ8u6FuL8fhevoIhwlaoqLTTjMjbBPeB7r/v3YDhy4+BWdbjeuvDxceXnYjxzBsm7dqfMyGjG2aIGpbVuMrVpibN6coQ2HMqT+EFafWM3a5LX8m/4vxwuP43Q7SS5KBpLRB+1hWcHfvO3dlMcBXWULS0rZ9zssHI3eaUUvwf3un3B89A+qYd9WmbqmJjiUUcizC3eTX+LgrSHNz1kp5WJp06YNTz/9NF9++SWBgUoN5szMTJ555pmyMlMJCQlERFRdOeNKIuVQHtTCEja9SUNAhAeBkZ74R3goAtFLh96kQauvmKdQdssUF9rJTi4i+4SFnDQLBZklFOVaKcq14Xad3UiNVoXBQ4vepEVnVKPVq9Fo1ag0EpIk4XK6sZc4KSm0U5BtxWF1kZtWTG5aMfs3pIEEobHexLUJJq5NUDlhqPbxIejJJ/G5ayjpr0+jaNly7t/7FzEFqXzYfhgeeuUHFEB6sbII5tfDSjqpAUUWJA8Lo8K7syBhAZkaDf+m/0vrQOWaKHG4sMTdiseOb2Dvr9D3zYueKi6wOnj774MAjL2pHj7rX4ejq5UXLZllSe5rm4YNG9KwYcNaH6dPnz706dOnbLtu3bocOHCAjz766IoWg1B1CbvNmzezd+9etm3bxoMPPsicOXNqdQGV4PJzQWLQx8eH1NTUCjEX27dvJzw8vEYMq4oPP/yQt956i9TUVJo0acKMGTPOGtewevVqxo8fz3///UdYWBjPPPMMDz/8cLk+Cxcu5KWXXuLw4cPExsby6quvcvvtt1+0rbZDh5ArSep5yVCpkDQapSyWfEYg8MbyCaa1YWEYW7VCXy8OTXAIal8fJZGu0YhkMKDS65WEuBoNskoLKgkZSfEUOh3IVhtyUT6unBwcycnYjhzBtm8/JXv24C4ooHjjRoo3bjw1XlQkhgYNaR4XS9voVuiiB6CKCCfH4CQhJ4lR3/2OxmMfGo+DzMvfzeawYObmHqHSCYuiDPjpQXBaoV5v5hR1oGvy5zQoOaEkEu79GrQbffbVqudJrsXOlxsS+XDVIWxORUjf8fEGnu7dgAfi66I6R07EC2XOnDkMGDCAiIgI6tSpgyRJJCUlUbduXX79VREARUVFvPTSS7Uyfk3Te3TTavWTZRm3S8btcp/8X3k47C4cNhfWIgeWPBt56cUUZJVgK3aSfDCP5IN5FQ8mKeJNrVGV3eBsJU5kd9WCT6WS8PQ34BNswjvIiHegES9/Ix5+ejz9DOiMmmrfLGVZpjjfTmZSIalH8kn6L5us40WkHson9VA+a39MILKxH01uCCeqqX/ZZ0kXEU6d999n63ufov9oBj1ObEf28ESSbiXYdFIMWtI4ln+M7RnbUSFxS5EFbIXonXY6lVj5zdODjakb6RzWGT+zjhyLneM+7Wlk8FGEWuI6iLmhWudRFe+vOESOxU5soJkRIUmw9INTL57MsFCbuFwu5s2bx/Lly8nIyMB9xg/dFStW1LoN+fn55ap9VIbNZsNmO5W+qKDg8pTSrKyEXadOnZg/fz6DBg1i7ty5BAUF8frrr18W+wSXhgsSg8OHD+fZZ5/lxx9/RJIk3G4369at46mnnuKee+6paRvLmD9/PmPHjuXDDz+kS5cufPLJJ/Tt25e9e/cSWUlOrqNHj9KvXz8eeOABvv76a9atW8ejjz5KYGAggwcPBmDDhg3cddddvPzyy9x+++38/PPP3Hnnnaxdu5YOHS7Oo/Rvr7dxOGSozj1CLtUqyg1JOtkonXyocKOSXahkJyqXHZXTjsphReW0ITmsSE4HOB3gsCnTuYB00iMpSypkSY1bq0c2GMHDB9nogWQ0gcGEbPJEVqmVGKd0GecJF26nE5ezAJcjF7fTidvtVr5UZTdVu3Ik1Bo1Ko0Zrb4VuvCOaGO16CQX6uJ8VHmZSJkpSHkZaB3FaHbkoNmajNa5SNl2WtDp1XiHhvOYzYPsOi3oNeJ2nk9+nwSHzJcJKYzYuAljq5ZlXk8A/nkLHMUQ3gaGfUfArjRu/z6aWcbZ3OjaCH89BYeWQ783wafi56Q6yLJMar6VrYm5LN2bzrK96ZQ4lIU+N9QPxFOv4c/dqcxYlkC/ZqHU8audOJsGDRqwb98+lixZUm4K7Oabby4rEzdw4MBaGbs2iGtT83GdTofidctMKiQzqZDcVAu56cVYixyKh08Gp92N036GN1wCnyATAREe+Iaa8Qk24ulrwMPPgNlHX2MCX5IkzD56zD56opsH0GlgLIU5Vg5vyyBhSzoZiYUk7skmcU82nv4GmnYLp3GXMAxmJdTCd9gwnv83l8mb5tJz/z8ULltGcGQw/gUytz7xEyda7oZ46ORdn0BXopKI2lZER6siBjelbgIg1NtAjsVOapGTiMieeB78CWvCagwXIQYTsy3MXaeEc0y+ORTNr2f8qLbX/o/jMWPGMG/ePPr370/Tpk0vuUfr8OHDzJo165wxidOmTWPKlCmXyKrz57bbbmP27NmMGjWKN954g+DgYMaNG3e5zRLUEheUZ9DhcHDvvffy/fffI8syGo0Gl8vF8OHDmTdvXq1lLO/QoQOtW7fmo48+Kmtr1KgRAwcOZNq0aRX6P/vss/z222/s27evrO3hhx9m586dbNiwAYC77rqLgoICFi1aVNanT58++Pr68t131SvPVlX+n7nPvYxUA3NgknzqKGX/yyDJp7alk0/k07/3yl6XAanMFunkP1LpliSffK5CkpSep3+Bnup32vMqkZVRZOV/GRlZBll2K6+cNFCWJeTS524Jt1waRySBU0Zyu8HlBpcDlVvG7XQjuT3ApUalArW3J7ogP0yBRnSJv6GTLehaDkYTUhfU8N7KBNJsyXQI+g8P+34KNE7ckozGOxijTzRm3zq4XB6UlGhwlGjBpQZJB7IGN2qsLhmby43FbiPfVkJOkQW7owS1yo6kciBJVswmmUBvGaPJhbfBTEhRIBG6utx5x63l3hGRdPrKeA9kWcbpcOOwKgs8XE437pPeQL1Ri9FLi1pdM/FsbrcLp92O027H7XSi0mjQ6vVodPpzipPcNAt716awb30qtmIlRYrOqKFVr0ha3FgHmyzTdNISRu35nSGHVqPy9iZr7iQWz3yK4asVgfvSCDU3drmNR1Z9AP5x0On/yFj0FDdGhiMhsWboGp78PoFl+9J5ZWBTpC2fcXf2e2zTtaHhU39fUG1vWZa5f94WVh7IpFs9f74wvAMJS8AvFmwFiudx1FKo077CvjX5+QgICODLL788r1rdlTF58uRzirUtW7bQtm3bsu3S8o3dunXjs88+O+u+lXkG69Spc8V9T7z++utMmDABgK+++ophw4ZVmFYWVUpqnysyz6BWq+Wbb75h6tSpbN++HbfbTatWrahXr15N21eG3W7n33//5bnnnivX3qtXL9avX1/pPhs2bKBXr17l2nr37s2cOXNwOBxotVo2bNhQ4ddO7969mTFjRpW2VNe9P0XdGqpRcvWcVHbvuBzhGxeqayVqx14rcBxQDVS2dwO7Swuum4H6HMk4o8xW5vkOYgCqyIVXAPvSzmjTSPTsmUCAf+1dC8uXL69yCuzzzz+vtXFrA2tRUZWvaXQ61OdYpX4+SJKEVqdGq7u4G5et2EJuagqF2ZkUZGaSm6Y8txYVUZyfS1FuDs7Tvh9OR63VYvT0wsPXD+/gUAIjowmt15CwBo3QnFxk5RtipsuQenS4rS4Ht6Szc/lxclIsbPr1CP/9k0zXO+vhodPwReO+3Fh4BN/04wQs302HA6c+C0PWuAnsf7Iaia0Q7BaCXC7qSkaOyCVsSdtCqLdSWzot38q+wjrcDcTYDvDIV/8y97725+0JXfJfOisPZKJVS7wduQ7WLVFKTt75Bfz0kCIG7bU/TazT6YiLi7vo4zz22GMMHTr0rH2io6PLnpfWDe/UqROzZ88+5/H1ej16fc0sMqxNnn32WdLT05kxYwbjxo3jueeeIzk5uez1iIgIZs6cKeoYX+Vc1BKh2NjYsnI/tU1WVhYul4vg4PLBx8HBwWWJRM8kLS2t0v5Op5OsrCxCQ0Or7FPVMeHKd+8LLicyftraW0QyZcoUpk6dStu2bQkNDb3qg7o/GD3srFVCqkKt0aDR69Hq9GgNBgwenpi8ffD0D8QnOAT/8Dr414nCw8//gt4jt8tFTvJxspOPk5uaQkFWBnmpKeSknMCSl3tex5JUKuSTot3lcFCUk01RTjZphxM4sF5JP6XR6Ylo1IToFm2o16ETXgFBaHRqGncJo1GnUA5uSWfTr0cozLGy+JM93OKhZaHaSXLP2/D97gOY/xuxWeCWlEeLYzKGtJNf77Yi5QF00PtzxHqCjakbCfVRhE5CRiH/FARj02vwlYo4eug/Nh+Lo2Nd/2qfo8XmZOrvSvqq59tKBGx8Q3mhz2sQ0gx0J8MmHLU/Tfzkk08yc+ZM3n///Yu6PgICAggICKhW3+TkZHr06EGbNm2YO3duWcjGtYAkSbz99tskJibyyy+/VFgQmZyczJAhQ1iwYIEQhFcxFyQGx48fX2n76SWxBgwYcM4A2guhwirAk1UXzqf/me3ne8wJEyaUew9K3ftnsvWFm6s8Rk1wKSoJ1oTYONPOU3H6JyeSZbns+aaj2Yz7YQehnnq+f6jDyellN87FL1JyeAMfhTcnwZaLG2juggb5BbgcYWQWWNAX2VC7Zbw0noT5ROLvHcr+XCe78pwUocWqNuDQ6akb5kvLMDXRni40KjuS24WkkpQpbElSbtxuB9ityPZiZKsFd3EesiUfd1EuFOcpU9gnw0F1ajeSVqIkIJTcTqNReVXvBnIhfPzxx8ybN48RI0bU2hhXAy6nE5fTic1ydk+T3mQmIDKKgDpRePgFYPL2RmcwojUY0OqNqE+mzLBairDk5pB1IpGMo0dIP3qoSu8egMnbB+/AYDz9A/AJCcUrMBijpydGL288fP3Qmz3Q6vSodVpUKjVutwuH1YatuIji/HyKcrLJSTlBxrEjnNi7G0teLsd2buPYzm2s+vJTQus3pHHXHjToHI/R04sGHUKo2yqQbYsT2bY4kTpFMv9T6bHGd0f12zzcWUoWh311IM1X4sadMtpFW8EXZdGGTZm96GAM4zvrCTalbmJU9H0ArD+UjQMNB1UxNJMTaCkdZm9KwXmJwWmL9pGSbyXKR8fIjNfAZYO4m6HtKKWD9qQYvAQxg2vXrmXlypUsWrSIJk2alOUaLOWnn36q0fFSUlLo3r07kZGRTJ8+nczMU9MPISEhNTrW5UKWZbZs2VLpPaf0fjl27FgGDBggpoyvUi5IDG7fvp1t27bhcrlo0KABsiyTkJCAWq2mYcOGfPjhhzz55JOsXbuWxo0b14ihAQEBqNXqCh67jIyMCp69UkJCQirtr9Fo8Pf3P2ufqo4J1XfvB5iuzISjVzKH01NwOzW0iwqmjs9pHrbAMDiQyPTAG3nXrx7zExawFFjqAZAHQB3POoxrM46bIm8qE7GdgbxiO9uT8gj01BMTYMasv8icWS4n5B6FtF2QtAmOrFI8H8M+As/a/fK32+3lEk5f7Yz75pdK22XZjdPuwOWwV/KajMvpxGGz4rTbcVhLKCkqpDgvl4LMDHLTUsg+nkRuWgq2YgvJ+/eSvH/vedumMxrxj4jELywCr8AgvINC8AuPwC8sAr3JfF7HUqnU6E0m9CYTXgFBEHsqjECWZbKPJ3Js5zYO/7uZE/v/I/XgflIP7mf1V3NoFN+dNv0H4h8RSYfb6lKnsR+/fbSLAIsT+z950PcuWKCEB2xqoCLZD27cKWPdewBKq0wWKSlnGpvCIRdOFJ4g5GQlk0KbEpeYam5Ms6IEWqgOsy+1+itbVx/M5OuNSQB80Wgzqu3bwOANt70HklJZaYnagc5k5OZLsJrYx8enRrJBVJe///6bQ4cOcejQoQopnS7FD/ZLwZo1a8rlIjwTWZY5fvw4a9asqbAyWXB1cEF3xVKv39y5c8sCGQsKChg1ahRdu3blgQceYPjw4YwbN44lS5bUiKE6nY42bdqwdOnSchf60qVLGTBgQKX7dOrUid9//71c299//03btm3Lfi126tSJpUuXlosb/Pvvv6+pG+7VxOajioejfcwZXgnfaACMR//h+UQNg/NT+cXTi6yYLkieofSr24/48PhKq7z4mHT0aFiDq1bVGgiopzyaDq6541aD0aNH8+233141qWPOhapKL4IatUYLlScTqhZOh4PclBNkJR0jO/k4lrxcigvycVit2EtKcFhLcLuUoF692YzZxxff0HACo2IIiauPX2g40iWY7pMkiYDIaAIio2l76yCKcrI5sGEN/61aRmbSMXav+JvdK5fSoFM8Xe68m7C4cEa81IHf3ttBToqFNYa2NPb+B5daSyDDCM7WsLvJUQKzdlDHYUKvLYZC5Qevt1GZrXHKTnw9yr1b7A8MI8Chp450iJ/TqicGT+QW8/SPOwEY00ZP9J73lRd6TwOvMDanbubVTa9yxHUCVVAAa0tyzpY3v0aYO3duLY9QnnvvvZd77733ko55qUlNTa3RfoIrjwsSg2+99RZLly4tt6LFy8uLyZMn06tXL8aMGcPEiRMrLN64WMaPH8+IESNo27ZtWZBuUlJSWd7ACRMmkJyczJdffgkoK4fff/99xo8fzwMPPMCGDRuYM2dOuVXCY8aM4YYbbuCNN95gwIAB/Prrryxbtoy1a9fWqO2Cc2NzutielAdA+5gz4u5OikGyDwHQwCOYZwd8CZEdL52BVwBWq5XZs2ezbNkymjdvXmEK7J133rlMll15aLRaAqNiCIyqnRq0sizjtjhwZpXgzLbizLHiyrfhLnLgtjhwlziRT5ajkyQJSatCZdKg9tShCTCiDTWji/ZC42Mod1wPP3/a9B9I634DSD6wl3//+JlDWzZyYP0/HNq8nvYD76T9wDu4fXxrfn9/JxnHCtjZeixuWcbsUMRrZmBLMgNbcij7Dnr5vk1UoXKT1jkN3LYZXLjRdT7l6TGE/cin7OTTsGBUshVnxjKcri5ozrK6+kRuMUNnbySj0EZckAdP2D9SYgKjukDL4axIWsGTq5/E6VY8j25JIvMSiEFBzRMaGnruTufRT3DlcUFiMD8/n4yMjApTwJmZmWUra318fLDbK07xXAx33XUX2dnZTJ06ldTUVJo2bcpff/1FVFQUoPwqSUpKKusfExPDX3/9xbhx4/jggw8ICwvjvffeK8sxCNC5c2e+//57XnzxRV566SViY2OZP3/+RecYFJw/e5LzsTnd+Jl1ZbVMy4jsCA36K/FPdXtAy+FKzeXrjF27dtGyZUsA9uzZU+61q3ExSeGaqqeeytIZSYDqZF4jSVLiOzUqJLWEpFOj0qlRmTSozFpUHjW3+vh0ZFnGlW/DnlSI/UQhjuQiHGkW3BbnRR9bE2DE0NgfU/MAtOEeZfZLkkREwyZENGxCxrEj/PPNXBJ3bWfDgm85sm0Lt457loHjW7F83j4Ob8sAJPYHbmJ/0Eae2HMDGbZIrAZ/Fuc9w0DtqxiOG0kbP5v/nbTZumI4Yxp044OWjdF670RCItTpIkWjQhX8E7O2RjKuw6hytrrdMrnF9rKcmjkWO9H+Jn7snov6t0Wg0kD/d1h1YjVPrnoSp+zk5qib2X18DWluK3n2vIt+v6rDggUL+OGHH0hKSqpwH9q2rfolEAUK8fHxREREkJycXOXUd0RExFkLQAiubC4oz+Ddd9/Nhg0bePvtt2nXrh2SJLF582aeeuopOnfuzFdffcX333/P9OnT2bp1a23YfUVxJeRQuxb4aNVh3li8n95NgvlkRNtz73CVID4fVb8HJyasqdlydBoJjZ8RbYgJbagHuggPtGEeqM3ac+97GrIs40wvxnY4D9uxAuyJBbgKKvlxK4HaR4/G34jGz4DaW4/KU4varENlVCNplfKSyDKyw614EvNtOLNKsB8vxJFSBKdlB9IEGTG3C8HUOriCzbIsc2DDGpbP+QhrUSF6s5kBT71IRMOm7FufytasLbyV9yJI8KdlNIWzZrO3w6NkGBphkPJps/FN9CV5pAfpyNHZaXRShy9p5sHn/UsYEDeEqbsW844jlXk+yt/oq75f0TKoJXuS8/lszREW7Ukrq7gDUD/Ygy//14SQr7pBwQnoOo4jbe9h2J/DKHYW0y+mH692fZWR829ilz2bGV6tuPH2Lyu8jTV5jbz33nu88MILjBw5kk8//ZT77ruPw4cPs2XLFv7v//6PV1999aKOX1tc6d8TP/30E0OGDAEqj4Vs27Yt69evrzBbIagZrsg8g5988gnjxo1j6NChOJ3Kr0yNRsPIkSN59913AaUu5LmSbgoEp/NvopKyo110za9CF1yZmFpW4d09mbS8bOm5rDyXS/93uZEdJx82F+4SB+5iJzhlnBnFODOKKdmVVXY4lZcOja8BtacWSa9BZVCj8tCi9tSh9tQhaVXILlkRaclFWA/m4j5T/KlQBGYdT3RhHmjDzGiDTYrgu0DcVifWg7mU7MmiZG8OzowS8v88Sv6SREwtA/HsGo42RFmsIkkSDTvfQFj9hvwx4w1SEw7w02uTuHX8BBp3bUfWCV9YDn4GP/zrtcMif0yzA3PY1eYRMp2x7I8dSuv0H/j8mRi2Z+/kY9dwfN78kt67i8jz1vL4XY8j7V/L+Iw8/pCakeWdyNSNU3my8UeMmLOV06v1RfgaeahbLEPb1UG7fKIiBH0isXT6P8YuHUWxs5h2Ie14teuraFQa/DQmsGeT66g6r2RN8eGHHzJ79myGDRvGF198wTPPPEPdunWZOHEiOTk5tT7+tcqgQYNYsGABY8aMKbeYJCgoiNzcXLZu3crnn3/OQw89dBmtFFwoFyQGPTw8+PTTT3n33Xc5cuQIsiwTGxuLh8epqb3SqSyBoDrIssy2JEUMto6qvTx91wJbtmzhxx9/rHQKrKbTZtQ2fnc1qLFjyU43rpNeN0daMfaUIuwnCnFlW3EX2LFX5tk7C5JWhS7aC32MN7ooL3R1PFFdZMLqM1EZNJiaB2JqHojb6qR4ZyaWTak4UiwUb02neGs6hsb+eN0UiS5M+X71CgjizonT+H3G6xz5dzO/Tn+Fwc9PpW2DtnQJ60J8RDyGsCbKe5JbQk/zDH7Ie5fsgGbkhxbiaVTiB9O61mfV/pYM+m0HgzY48cwoAp0ZCWiQ2YBcr2wSchN4e9NnuOWWdIjxY0K/RjQO9UKnORlLeHQNbPhQed7vbd7e9RFH848SZArirRveQqNSbjE+GkXQ5jprP7VMUlJS2QJAo9FIYWEhACNGjKBjx468//77tW7DtcqgQYMYMGBAhQokixYt4u+//+aBBx643CYKLpCLyrHh4eFB8+bNa8oWwXXMsexicix2dBoVTcKuvCmSK4Xvv/+ee+65h169erF06VJ69epFQkICaWlplzSdxpWIpFEp07X+RgwNTnmX3VYnjvTiU4s77C7kEieuIgeuQjvuAjuyyw0qCY2vAW2wCX2sD/oYbyTtpUserDJo8OgQirl9CPbEAorWpVCyJwvr3mys+7IxdwjFu3c0KqMGjU7HbeOf56/33uLgpnX89s5rDH/lHT6++eOy42nr1MFx/DjG/AxiMxZxKPhWdkvt8ZHWAFBgL+Bg1yB27JZoeVQm7ZVXqdNTEYO+bhlV7q24/L4jwf4zqOoz5qYOtKzjc8rg/BPw470gu6D5UHb5hrBgwwIAXo9/HX/jqYwAvjpl2Uiuq6S230ZCQkLIzs4mKiqKqKgoNm7cSIsWLTh69Og1k+rlcqJWqyukj7nlllu45ZZbyrbPlatXcOVxQWLQYrHw+uuvV1kS68iRIzVinOD6oXSKuHm4N3qNSFpaFa+99hrvvvsu//d//4enpyczZ84kJiaGhx56SKzkqwKVQYM+6ur5gSFJEvpob/TR3jgyiilYlkjJriwsG1OxHsjB/+5G6CI8UWs09H3sSQpzs0k9uJ/f353GPW/OKrsJG5o2wXH8OHlHTYQfX0qyV0dKCMT/cBzoIN+Wj95Qwue9VMyYA5Y1ayiKaYIn4CVZyUlvRkzIerLsifQO/IT2BU5w3A5aA2Qfhvn/g+IsCGmGq990Xlk6ChmZ22Jvo11IOwDcdjtuiwVfvVLSMddVdSLvmqJnz578/vvvtG7dmlGjRjFu3DgWLFjA1q1bRYWMS4DD4eDee++lQ4cOPPHEE5fbHEE1uSAxOHr0aFavXs2IESOuiZJYgstPqRhsI6aIz8rhw4fp378/oCQ/t1gsSJLEuHHj6NmzpyiTeI2hDTLhP7wR1g555C5MwJVjJeOjnfjd1QBT80DFQzhuAp88MpKspGM4rCXojEpuRt877qBw0WIKEk2ocVEv9Vd21R2NfncYuhZGCuwF5FhzSPOTsN3eE+OPf5O7KR3PVtA6VAfHVfgfCyErLJE93inYfnsEzZJnIagxpO0BeyGYA+Gur/k5aQn7cvbhqfNkfJvxuEtKyP3mG7LnzsNVUEDE6A7gA7lyzWaYqIzZs2eXOSgefvhh/Pz8WLt2LbfeemtZGjJB7bFgwQK+/fZbvv32W3x9fRkxYgQul6vC1LKoVHJlcUFicNGiRfz555906dLl3J0FgmqwXcQLVgs/P7+yGKjw8HD27NlDs2bNyMvLo7i49uOxBJcHQ6wPwY+3IueHA1j35ZDz/X6QwNQsELOvX1n9Y1tJcZkYNHfujHeHGPI3HQUgVruOE6FjyEm10DylO/mx+WRblSTvxjtvhx//xnIwC3s9NR1b6YlIzuZr60/cYQ/imE7L94HhjMo4AUkbFKMiO8HgORSbfPlwqRI3+EiLR/BxGUh6YBQl27eX2R8+ez0tBkNetKvW3yuVSlWuNvCdd97JnXfeWevjChSGDh3Kpk2bmDlzJvfddx979+7l66+/LrfoJCIigpkzZwpP7RXEBYlBX1/fWqk7LLg+KbA6OJCuCJzWkUIMno34+HiWLl1Ks2bNuPPOOxkzZgwrVqxg6dKl3HjjjZfbvPNm37595+xz+s1dkiRUKhUajQatVotWq0Wn02EwGNDpLn35R7fbTUFBATk5OeTm5pKfn09BQQHFxcWUlJTgcDhwuVxIkoRGo8FgMGA2m/Hx8SEwMJCIiAh8fX2rNbuiMmrwH9GY3AUHKd6WQc53B1CZtBhifdAbTVgtRdiLS+C0r+agYTdQtOMQLpsajwiJ9rfGsHj2HpqldWO/5TdyrcqPMP/Yxli7dMGybh15h00Edbdzd5wdQ5KL23Ph3WD4ws+fYf1nYypMU/IJNugPag1f7fyEzJJMwj3CuSPyNk48/DAl27ej8vIi+LnnKFrzD4WLFjP2V5j8aO2LQYC8vDw2b95caRjTPffcc0lsuF6RJIl33nmH3NxcvvzyS15//fUKfZKTkxkyZAgLFiwQgvAK4YLE4Msvv8zEiRP54osvMJkuvFyUQACwIykPWYY6fkYCPc9d8/l65v3338dqtQJKxR2tVsvatWsZNGjQVVmibv78+TV2LJ1Oh4+PDwEBAYSFhREeHk54eHiNiES3201eXh6ZmZllj/T0dLKyssrSa10oXl5exMbG0qhRI2JjY886fSapJHyH1Ed2yZTszCRn/gGCx7RGZzopBkvKe4c1/gFE9simOEOPZz0vPFsGovMFco24D3ni8lHEma/Bl5Khdyli8IiJwOJCBjf2giTo7PJjoacvSYVJfF94gPub3l92/DRLGnP/U8q/PdHqCfLf/5jirVtReXgQOeczjM2a4X1Lf/avWom5xIa6sPYXcPz+++/cfffdWCwWPD09ywltSZKEGLwEqFQqZs+ezQ8//FD2fXU6pQtMxo4dy4ABA8SU8RXABYnBt99+m8OHDxMcHEx0dHSFJJMiw7vgfNh5PA+AVnWEV/BcnO6RV6lUPPPMMzzzzDOX0aKLIzIy8qwrPGVZxu12l/Vxu9243W6cTicOhwOn04ndbsftdmO328nIyCAjI4O9e/cCynsUFBREaGgoXl5emEymCuJArVYrFUZcLqxWKyUlJVgsFoqKirBYLGWPquxUqVT4+vri6+uLt7c3Xl5eeHh4YDQa0Wq1aDQaZFnG4XBgtVopLCwkLy+P1NRUUlNTKSgoYPv27Wzfvh2TyUTLli1p06YN/v7+lY4nqSR8B9fDkVKEM7OE3AUH0Z+cGradIQbRe2HwcWLwcYI+DFQSoW2NJC4tITypCfgswVvvjValRdO9OxofM848C5YDaQTVU+L7GkSG81CLEbyw9gXm7ZnH0AZDMWlNyLLMpPWTsDgsNA9ozo26Zhz95jkAwt56E2OzZoq9Oh2awACcScmYLGB1WjFoypfgq0mefPJJ7r//fl577TXhrLiMbNiwoVIhWIosyxw/fpw1a9ZUWJ0suPRckBgcOHBgDZshuJ7ZeSIfgOYR3pfZkqsDt9vNoUOHKp0Cu+GGGy6TVRfG/ffff+5O50CWZWw2G4WFheTm5pKRkUFKSgrHjx+nsLCQtLQ00tLSLnoctVpNQEAAgYGBBAYGEhQURFBQED4+Phfs2XA4HCQmJnLw4EH+++8/LBYL69evZ/369TRq1Ij4+HjCwsIq7KfSqfEb1pCMD3Zg3ZdDsD6aTI5V8AyiO62so07J9RfXMZAjy44QZInC3xKOt7fijZe0WjxaNyBvxTYsCdl4WJXSopLek34x/fhk5yckFSbx1ta3mNhxIt8f+J71KevRq/W83PVlsl6ZhexwYOrYEY8zbu66kFCcScn4FUJeSQ4hnhXPqaZITk7miSeeEELwMpOamlqj/QS1ywWJwUmTJtW0HYLrmF0n8gBocXoOM0GlbNy4keHDh5OYmFjBUyVJEi7XpYnJupKQJAmDwYDBYCAwMJD69esDikjMz88nNTWV9PR0CgsLKSkpn+fO7XaXxfSp1WoMBgNGoxGz2YzZbMbDwwOTyYSHhwdms7nGp7O0Wi1xcXHExcXRu3dvEhIS2Lp1K4cOHWLfvn3s27ePFi1acNNNN+Hp6VluX12YBx6dwiham0wd6rGHVdjPXESkP00M6pX9A/18Oeq3i7js1jRO74w19lhZF3PbJuSt2EbR4SKCbQUn9/NCo9LwVNunGLNyDAsOLmBf9j7+y/4PgLGtxxKW7uTo778D4PHIOHYsPU5mUgFB0V7EtAhEGxICgF8h5BSl1qoY7N27N1u3bqVu3bq1Nobg3FQ31ZVIiXVlcFFJpwWCiyUt30pGoQ2VhEg2XQ0efvhh2rZty59//inSOp0DSZLw8fHBx8eHRo0aXW5zzolaraZhw4Y0bNiQjIwM1qxZw+7du9m5cycHDhxgwIABFc7Do2s4RetT8HL64acLwVZBDJ4mIE96Cb30XuwP2khcdmticpqTri8o62Ju0xKkL7FnO3Gkp6MFMCjXZY/IHkzqNInJGybzX/Z/SEjc3ehuhjcaTubrbwJQeOM9rPoyG7dLKQWYsDWD9T8dpndUDAB+hTJ5lov30p7Jb7/9Vva8f//+PP300+zdu5dmzZpVCGO67bbbanx8QUXi4+OJiIggOTm5yhCLwMBA4uPjL7Flgsq4IDHocrl49913+eGHHyotiSXqPwqqy86TXsH6wZ6YdOK3yblISEhgwYIFxMXFXfKxbTYbHTp0YOfOnWzfvl2UnKxFgoKCGDx4MB07duSPP/4gNTWV+fPn06VLF2666aayHwEaHz2mFoEUb8+ggXeHSqaJTxeDyjSxVqUlzy8Fh8qGyeFFYHGdsi5q/2AMfg6s2TosuxPx0QD6Uz/SBtcfjEalYUXSCu5vdj8tAlsgO53k//knJQZ/dkgdcDtlgqI8iWzqz8FNaRRkWclQheED+BdCTnF6jb9flYUuTZ06tULb9eo9vxyo1WpmzpzJkCFDkCSpUkGYmZnJ008/zbRp09DrxeLBy8kF1VqaMmUK77zzDnfeeSf5+fmMHz+eQYMGoVKpmDx5cg2bKLiWKZ0iFvGC1aNDhw4cOnTosoz9zDPPVBq/Jqg9wsPDGTVqVFmt3XXr1rF8+fJyN1aPGyIAiDDXx245o9xbuWli5XluajIRxZ6kmncD4JV+2t9UZ8YjRKkSYjlwUrTpy3vsB8QNYGbPmbQIbKH0W78eR3YOe5uNxuGE0FhvBj/Thg631qVxV+XY2TblGL6FMnkl2Rf6dlRJ6cKicz2EELy0DBo0iAULFhAeHl6uPSIigr59+wLw7rvv0qFDh7JFX6A4nFatWsV3333HqlWrxN/tEnBBrphvvvmGTz/9lP79+zNlyhSGDRtGbGwszZs3Z+PGjaIEjaDa7CpbPOJzeQ25gtm1a1fZ88cff5wnn3yStLS0SqfAaqtWeGkh+oULF7Jo0aJaGUNQORqNhl69euHj48Nff/3F2rVrMZvNdOrUCQBtiAm32o3KpUIuPCPNzWnTxCVuA2s+eY/dK/6mI1rgH2yawxgTup7qrzNjDrGR9Z8nlkP5yI1BMpw9fCP/199IC25PvjkSnVHDTfc3RqVW/AyhsT4AZOSoqAv4FcHRWhCDgiuXQYMGMWDAgEorkPzxxx/cd9997Ny5kzZt2jBjxgwCAwMZM2aMSFJ9ibkgMVh6IwLw8PAgP1+5od9yyy1XZa4zweVBluUyMdhCiMEqadmyZYVpltNX4Za+VltTYOnp6TzwwAP88ssv1V6habPZsNlO1aEtKCiotN+OnffD6dNHkgSclvoFVVmbJKmQJA0qSYuk0qJS6VGrTWjUHmh1fuh1gRiNkRiNUajVtZe65ExcLhtW64mTj1RstnQcjlwcznzcrhLcsv2k/Rq0Gm90ugCMxkjMHvXw9GhSbVvbt2+Pw+Fg6dKlLF26lKioKMLCwpS/u9GNqkiFquiMnbQmkFQ4XTLf/XmY3Hxl0YfDpEJT7AJnMsWH57NhoZ5Og+8EnRmjvx1JJeMqceGwqNHpqxaDbouFgmXLON7sSQDa9InCy99Y9npQtCcqjURJsZsSQwA+lizyi3PP6/09X5544gni4uIqOCXef/99Dh06xIwZM2p1fEFF1Gp1peljbrnlFnbv3s3IkSP5+++/+eOPP/jzzz8rTCmLJNW1zwWJwYiICFJTU4mMjCQuLo6///6b1q1bs2XLFjHvL6g2STnF5Jc40KlVNAjxPPcO1ylHjx69bGPLssy9995btnDl2LFj1dpv2rRp1aqTnJ39D1CziYglSY3ZFIeXd0t8fTri49MWvf7iF9u4XFZKShIpshzEUnSAIksCFstBSkpOAO5z7l+5rRq8vFoS4N+DoKDemEwxZ+3fuXNnjh8/zv79+1m4cCEPPfQQOp0O2SxBEaitZ0T+SBLoPNiW4kVuvhWzjy+3jpvA9NRPWX9gJYM3dEFtTWT9D1+C7KLTwMFIKtB5OrHla7EXaNDpq742i7duJccUg8UjHI1eTeMuISTv30tAZDR6kwmNVk1wlBeph/PJ840jLDULW1bmBb1X1WXhwoXlFpSU0rlzZ15//XUhBq8wQkJCWLRoEfPmzWPixImVxhaKJNW1zwWJwdtvv53ly5fToUMHxowZw7Bhw5gzZw5JSUmMGzeupm0UXKPsTVG8RQ1CPNFpLih89bogKiqqxo85efLkc4q1LVu2sH79egoKCpgwYcJ5HX/ChAmMHz++bLugoIA6depU6Ne40ZunbcnIpwtDGcCttMnK/7LsRHY7cLsduN1WXK5inM5C7I4cbLY0SkqScDoLKLIcoMhygJQUpcKJTheE0RCOVueH7HbgctuQZQcgoVabUKn0qFQ6ZNkNsgt36TiyHaezEIc9B5s9g6qEq1rtgdEYgV4fil4fhE4XgFbjjUptRKVSKqC43XacjgJsdsXOwsL/sNuzyM/fSn7+Vg4feQsvr5aEhw0jOPiWSj2GkiRx2223kZycTHZ2Nhs2bKBbt25IXhpIl9HYtRX2KVZ5sylLiSuMH34v4Q0b453jTbHRxZGYABodrYPTupb1P36D2deX5iotOi9FDNoKNHicZZrYsmkzSRE9AWjUKZgV895n35qVaA1GmnTrSfywkYTGeSti0D+OsNSNuLPzqzxeTZCdnY23d8UYZC8vL7Kysmp1bMGFoVKpqFu3LsnJyVX2EUmqa5cLEoOn1xocMmQIERERrF+/nri4OLFsX1Bt9qYqYrBxqEgpU12mTZtGcHBwhWTNn3/+OZmZmTz77LPVOs5jjz3G0KFDz9onOjqaV155hY0bN1bw+Ldt25a7776bL774otJ99Xp9tWYJQkNrdspHlmVs9nQKC3aTl7eF3LxNFBXtw27PwG7PuOjjazRemM1xmM318fBogNlcD7MpDp0u4Lw9j7IsY7WeIDtnDZmZf5Obu56Cgh0UFOzg0OHXiawzioiIEWg0HuX2M5lM9OrVi4ULF7Jx40Y6duyI2kcH2NA7K77nm9KCsLs1BAb70Ti+BwBeOuWayzaloDEOwztIT3bSclZ98RmRsb7ovUooBOwFmgoLSE4nc8s+cvz/B7KbwozF7F+3EgCHtYQdS/7EYbXSsOsIIIl8r1gApNwz57Jrlri4OBYvXsxjjz1Wrn3RokUi9+AVjEhSfXmpkVweHTt2pGPHjjVxKMF1RKlnsLHIL1htPvnkE7799tsK7U2aNGHo0KHVFoMBAQEEBAScs997773HK6+8UradkpJC7969mT9/Ph06dKi+4ZcISZIw6EMwBIYQGHgzAC5XCUVF+0/G8uWhUulOxhzqQJZxuYpxu+24ZfvJGEWVEpcoqVGpDajVJnRafwyGULRa/xrL7ShJEkZjHSLChxMRPhybPYu01IWcSP4Wq/UEh49MJ+n458TFPkto6CAk6ZT3vEmTJqxatYrs7Gy2bNlCXX9v3NjQy+VjOmVZ5kC20ta1b08klXIMr5MCz2ZWhJnG2JGIxumc2LuHRUlR9PFUVhrbCjRgqHylvysvj6RCH/AHH/8T7F+3DElS0e/xJ1HrdPz29mv8t3o5sW2VBSoluiAcGhPavKpLlNUE48eP57HHHiMzM5OePRWv5fLly3n77bdrbYr4tttuY8eOHWRkZODr68tNN93EG2+8IVbfnwciSfXl5YLF4MGDB1m1alWlJbEmTpx40YYJrn3KPINCDFabtLS0Sr8MAwMDa+UXc2RkZLltDw/FSxUbG0tERESNj1cbqNVGvL1bXW4zzoleF0BU1ENERo4mPf0Pjh6bRXHxUfbtf5a09F9p1vQ9tFqlfrdKpSI+Pp5ffvmF9evXE9v3dgBMKk9sR/LJ/Gw32lAzqhYeWGxK/zo97iobq9QzqPFWpr2LcmwMe2kcXz77GClFkOTtgw6wF2iRdR5UJn8tW7aSHtQOWZYpKdwCQPuBd9CwSzcAWvW5he2LfmfVlx9j9h6BJd9NsSmI2121GxJy//33Y7PZePXVV3n55ZcBxcv90Ucfcc8999TKmD169OD5558nNDSU5ORknnrqKYYMGcL69etrZbxrkeokqdbr9cTEnD2uVnBhXNBV+emnn9K4cWMmTpzIggUL+Pnnn8sev/zySw2bKLgWybHYSc1XPAQNxeKRalOnTh3WrVtXoX3dunXCC3GNIElqQkIG0KH9IuLinkOlMpKbu57NW26nyJJQ1q9Zs2Z4e3tTXFxManEubtmNWtKQvywR3DKO5CJsf6XRyu9GguPqozWcWuXrb/QHwNPXgKSScDndqHU+tB94JwBbi8NxI+Oyq3DlF1ZqZ/KaPRSbgpFcieRnJKLR6Wnd71SYUNeh9+Dh60dBZjpanfJDpdgYREBB7eeMe+SRRzhx4gTp6ekUFBRw5MiRWhOCAOPGjaNjx45ERUXRuXNnnnvuOTZu3IjD4ai1Ma81SpNUA1V63202W43UMxdU5ILE4CuvvMKrr75KWloaO3bsYPv27WWPbdu21bSNgmuQfSe9glH+JjwNFYPeBZUzevRoxo4dy9y5c0lMTCQxMZHPP/+ccePG8cADD9T6+NHR0ciyLKqPXAJUKi1RkQ/Qru1PGA2RWK3H2b79HqzWFOBU+TqAxOQTFDuVhRn2I8r/xpaBANT3bkujwE7ljt01vCv3NbmPMW2fwNNPiTMsyC6hVZ9bMGghz2EiI0SpWGI7fLhS+44cUXIaquR/AWja42ZMXqemlHUGI1HNFY9shEtNY+8Cik3BOHNqN2bwdAIDA8u82ZeKnJwcvvnmGzp37lwhD+jp2Gw2CgoKyj2ud6pKUl2nTh1mzZrFDTfcwKxZsyrsJ5JUXzwXJAZzc3O54447atoWwXVEWbygWDxyXjzzzDOMGjWKRx99lLp161K3bl0ef/xxnnjiifNe8Su4OvDwqE/btgvxMDfAbs9gx877cTgUwVe/fn0ADh85QqEzr2wfyajB744GJDh3ABCQGoQ91VL2ul6tZ3zb8bQObo1XgOIxLMgqQWcw0q6esvp5b2A4DrUe+5EjFWySZZlUbQxuVzbFRYlIkoq2twys0C8oJhajZwSrtHtZY9iJ0ycCR15xhX6Xgueff75WvUrPPvssZrMZf39/kpKS+PXXX8/af9q0aXh7e5c9Klttfz0yaNAgjh07xsqVK/n2229ZuXIlR48e5bHHHmP16tU0bty4rO97773H1KlTiY6OpkePHgwfPpwePXoQHR3NTz/9dBnP4urjgmIG77jjDv7++28efvjhmrZHcJ0gVhJfGJIk8cYbb/DSSy+xb98+jEYj9erVu2rzez574HiVWQZVkoQaJVWeBKglCbUkoZEk9CoJk0qFSa3CQ6MmSKchVK8lwqBDr7q8aYqcbplcp5Mchwur243dLaMGtCoJL42aAK0Gs+b88qTpdH60aDGHrf8OwWJJYP+BF2nWdBZRUVFotVqKiorIUOsojSY1NvClpCifbceXYAr2INwUR/GWNHS3xVY4tiIGcynIVErZxUaGsWZfKlaVjTXtH6XFjmK6nrHwvDA5G5veF1fxKgDqtmmPd1BIhWP7RUZTEByCLCmJg+xevkhSzeaVrC7JyckcP3682v2rm36pbdu2ADz99NOMGjWKxMREpkyZwj333MMff/xR5ZRnddMvXY9UlaT6dDZt2sTYsWMrjS8USarPn2qLwffee6/seVxcHC+99BIbN26stCSWKEcnOBdiJfHF4eHhQbt27S63GRfNlynZNZpyWgKijTpae5lp520m3teDukZ9ja0ALqXY5eZQsZWDFisJxTYOFVtJLLGTYrOT4zj3FFWwTkNjDyOtvUx09fWknZcZjersNhoMoTRv9jFb/x1MRsZfZGUNIiCgB7Gxsezfv5903SnPn6GRP8kHlFqvGboThBNH8Y4MvPvFIJ2R09MrQMlnWJCtxPAeyGyGWueNy7YTu/Mgu3L70CyzGO/AUyuVMw5kIMtO3Dalokmznr0q2CvLMrsPH8N62u3BbTZQ95H653x/aoOq0iBVRXXTL5VSukK/fv36NGrUiDp16rBx48aysoFnUt30S4LKadiwISaTCYvFUuE1kaT6/Km2GHz33XfLbXt4eLB69WpWr15drl2SJCEGBWfF6nBxKFOJG2okPIM1wocffkhWVtZVt5L/qeiK3iRQUju7kXGdVIqyLOOUwYWM0y1jl2WKXW6KXW4KnC4y7A5OWB2UuN0cLbFztMTOwnSl7FmgTkMbLxNRBj1+Wg3FbjclLjdOWUYjSZjVKny0anw0GsxqFQa1Cq0koQKcskyx202uw8UJq50jJTb2FpVwuNh2VhErAd4aNaaTx3IDNrebQqebErebdLuT9JxCVuYU8vaxdHw0am4J9OGuUD/aepmqFK9eXs2oU+c+kpI+48CBifj4LKZevXrs37+fbK0dHCBLYKjvy4n5ewAwNvBDlaHFXejAeiAXYxP/8sc8bZrYaXex93gUap0nLttO3LaDuE03svWvY9w48tT0XObRPNyOw8jY8PDzJ6Zlm/J/P1lmyZIl/Hsyhlwva7BJTiS1G0uRxKWN4rswqpt+qTJKvVWnl2QU1Czbt2+vVAiWIpJUnx/VFoOXsyQWKHGKTzzxRFmZodtuu41Zs2bh4+NT5T6yLDNlyhRmz55Nbm4uHTp04IMPPqBJkyZlfbp3715B0N511118//33tXIeAjiUUYTLLeNt1BLqfelqyF7LLFy4kKNHj151YvDJmMrF4IUgyzKZdid7LSX8m1/MurwituZbyLQ7WZxV88H5flo19U0G6psNxJr0xBj11DHoCNRp8dWqUVch6PIdTg4V29hVVMKWfAurcgrIcbj4OjWbr1Ozae5h5OHIIAYE+VR6jLoxY8jIWITVmsyJE19Rr95wJEnCopbZ6ThEk6h6SHoVCZs3ABDVohWmrCCK/kmmeFt61WIws4SErenYHDq8tBJubTE5DhMu+wEObNLTpk80PsGKdzArtQSXTRGbTbvfhOoMz8vq1avZuHEjAJ0d9UlT5XFEnYGsdpBXZKxxMXj6zNW5qGlnxebNm9m8eTNdu3bF19eXI0eOMHHiRGJjY6v0CgouHpGkumapkaTTl4Lhw4dz4sQJFi9eDMCDDz7IiBEj+P3336vc58033+Sdd95h3rx51K9fn1deeYWbb76ZAwcO4Ol5Kp3JAw88wNSpU8u2jUZjZYcT1BCl8YKNQj1rfPruemX58uWX24TLjiRJBOm1BOm1dPfz4knA6nKzq7CYXUUlJFvt5DpcmNVKrKFGknDKMgVOFwVOF3lOF8UuxXPnkhWvpPZkfKKvVolJjDHqaWg20MTDSJD+wlbBe2s1tPHW0MbbzH3hAbhkmQ15RfyQlsPvGXnsKirh0b2JvHssjWdjQukf6F3uOlGrTdSNGcvefU9z/MQXREbeR7du3Vi1ahVb9MfQBZrRHTpAYXYmWoORmJZtkXMcFP2TTMn+HNxWJyrDqa9+75Ni0JJvZ9uSJACamZfg0qTxT0ZdVJYtyPrm7FiWRPe7ldXLmZkluJ1K3ybdbip3fgUFBaxduxaAmxp0IXqngVwsoAa3yk6exYOazlB55sxVVdTGzJXRaOSnn35i0qRJWCwWQkND6dOnD99//72YBq5FRJLqmuWCxOCQIUNo27Ytzz33XLn2t956i82bN/Pjjz/WiHGl7Nu3j8WLF7Nx48ayqgeffvopnTp14sCBAzRo0KDCPrIsM2PGDF544YWyANIvvviC4OBgvv32Wx566KGyviaTiZCQmvNQCM7O/lQlb5mYIhbUNga1ivY+HrT3uXInJtWSRFdfT7r6ejIpNpwvU7KYfTyThGIbo/87Ru8AL96oX4eQ08RncPAtHD48HZs9nbT03+nWbTB71q8hy+7i3/0JqAvzAIhr2wGNTgchOtQ+elx5NhwpFvR1T6WA0Zs1aA1qHFYXeenFGA0uGpuW4dDb+CejLnby0butpB9TfsTZih0UWdIBGbNGj09I+ZvtqlWrSLfrkHzr4l8UBBTgcOSg0jtxquzklfjU+Ht4OWeumjVrxooVKy7b+Ncr50pSLUkSERERxMfHXwbrrj4uSAyuXr2aSZMmVWjv06cP06dPv2ijzmTDhg14e3uXK3/VsWNHvL29Wb9+faVi8OjRo6SlpdGr16nAZr1eT7du3Vi/fn05MfjNN9/w9ddfExwcTN++fZk0aVI5z+GZ2Gy2crEgIj/U+bGvzDMoxOD/s3ff4VEVbQOHf9s3vfeEJPQaCL2ICAiioBRRFD+aFUWqvqivomBDxQJ2AcXXgqiICIoUqaH3HiCEkkJCek82W+b7Y8lCTCFAeua+rr1gz54yuzmz+5w5M89URFHXiIqQc4PXbR5aNdNDfHk80IvPY5L4NCaJdSlZHMg8zQ9hjengbL1Nq1RqCQoax9no94iJWYyf7/009XAhJTaJAuD4IWtfvRY9r/4QanwdrMHg5eLBoEKhwNnTjtQ4az/evn2z0R/KRq8EJ5WCbLPAYoonPcEei9lCSmwOZmMsZr0DWk9f9uzZg7u7O41CQlm69QRf7M4nydIGLsPay3EM0OXQskUE4S6xXN4zgfS8m+uHd6MKCws5f/48TZo0Qa2uMzfBpAoqSlI9cuRIFApFsYCwqCX9ww8/lINHKuimakhOTg5arbbEco1GUyWBUWJiIt7e3iWWe3t7k5iYWOY2AD4+PsWW+/j4cPHiRdvzRx55hNDQUHx9fTl+/DgvvfQSR44cYcOGDWWWZ+7cuddNOSCVTghBZKJMK3Mjhg0bVqH1FAqFTLZaTzipVbzQ2I/7vF2ZdPIiJ3MLGH7oLEvahXCHu7Xe+Ps/zPkLn5GbG0VGxj7sHBzRZEVidPchS6nBxc6e4LCOtn1qfB0oOJWGMaFkp3sPfwdS43Jo09uf0Oa5cMi6PMDDmVNJmQjTRcymJpxd/BP7FDqyGpkR6lZcFLDzz51ctLhxSZwk16IGHFEiCHHTcS69kL8Mjvx19GkCHC/xiD6W5NgscjPScXB1q5LPLi8vj8mTJ9tGD585c4bGjRszZcoU/P39S9zRkuquoiTVU6dOJS4uzrY8MDCQ2bNnM3/+fAoLCxk9enQNlrJuuKmEXG3btuXnn38usXzZsmXFEkJez+zZs1EoFOU+9u/fD5Q+PU3R8PHy/Pv1f2/zxBNPcOedd9K2bVseeughli9fzj///FPuTCovvfQSmZmZtseN5K5q6BKzCsjIM6JSKmjqXXtv3dUmFoulQg8ZCNY/rRztWNWxGXe4OZFvsfDY8QuczrWmgNFonPH2uguApOS/0drZoclMBcDk5EZo5+6or0n7pfG1tioaE0sGgz1HNKX/+Fb0HtUctA625Y2aBlv/U3gegy6ZXy9GEnXpOEKtIt7owFpTW/4xNifK7EWuRY0eI3cFmFk+Lp+XOz/Lfzp/Qi//3aiVRuJz/ElQm3HUe2HnWHUXgkUX9Fu2bEGvvzpA7c477yz1d0uq28pKUn358mV27NjBY489xr59+2q6mLXeTbUMzpo1i/vvv5/o6Gj69esHWDuw//TTTzfUX7CieZyOHj3K5cuXS7yWnJxcouWvSFEfwMTExGIdSJOSksrcBqBjx45oNBqioqLo2LFjqevI/FA3r+gWcRMvB/Qa2Xx/KwoKCor92En1k6NaxfdhjRl1JJqdGTlMOHaevzs1w0Wjxtv7HhISV5CctA47uzCUBXkoC/Kw6O3RBTctth/NlenljJfzSlwUO7jqaNn9yvek9upFWki3joidR8nxcsLoFgmoMRZq2ZvnTJQ+1LqtVsWIcH+aORbSt3UAAX4e7NjZBxQmOigE97Zpy3NcZt+lQGIt9kwd+SDKG0y6fSNWrlzJzz//TPfu3Yu9x9atWxNdxtR6Ut1WWpLqmTNnsnPnTv7880+GDRvG/v375WCSctxUy+B9993HypUrOXv2LM888wzPPfcccXFx/PPPPxW+pQXWPE4tW7Ys96HX6+nRoweZmZns3bvXtu2ePXvIzMykZ8+epe676Nbvtbd7CwsL2bp1a5nbAJw4cQKj0ShPmioSKQeP3BKz2cwbb7xBQEAAjo6OnLsyVdisWbP4+uuva7h0UlXRKBUsbBNCgE7DuXwDr521zk/s7t4TlcoRQ+FlFPpEFGBrHTwWdbZY32a1lx2oFAiDGXN68fx3hnMZpC6NJO3n02QfVSKENViz92+EyS8Uo4f14jo905/fja2I0oeiEBbGtnIm4oV+vDE8jLEDOhMU4EdS0loKC5NQFbrSaP+LeIfcRXv/QgAuGd0ozDFV6WeVnJxcarei3Nxcmb2gAVGpVPz444+0atWKS5cuMXz4cAoKCmq6WLXWTc/bNHjwYHbs2EFubi4pKSls2rSJPn36VGbZbFq1asWgQYN44okn2L17N7t37+aJJ55gyJAhxQaPtGzZkt9//x3Aln387bff5vfff+f48eOMHz8ee3t7W/+B6OhoXn/9dfbv38+FCxdYs2YNDzzwAOHh4fTq1atK3ktDJweP3Jq33nqLb7/9lvfee69Yv9127dqxePHiGiyZVNU8tWq+bBMCwM+JaRzJzkOp1OHlaU3tYlQfA0CTnoy9VktWVlaxlEMKlRKNlzWNzLW3io3JeaT87yT5R1PIO5REZkQ+GabHMaNg+dZjFLh6YLFYOJzpzx+6APJUWtwK03jh0DfMGtQcd4er56EQgpjYbwBwu9gPhVKDNsiJjkHWOykx+T5kpaRX3YcEdOnShb/++uvq+74SABZloJAaDmdnZ1atWoWbmxt79uzhySefLHXksXQLwWB1+/HHH2nXrh0DBw5k4MCBhIWF8f333xdb5/Tp02RmZtqez5w5k2nTpvHMM8/QuXNn4uPjWb9+vW2ksFarZePGjdx11120aNGCKVOmMHDgQP755x85AqmKFE1DJ4PBm/Pdd9+xcOFCHnnkkWLnaFhYGKdOnarBkknVoYuLA/f7uCGA16KsKTW8ve8GoMCyHxColEqGDBkCWBMiX9ux/uqtYmswaCkwkfrdSYTBjLaRE059rXPj5prvZZ3l/4iMjsVgUbExJ5jDugAAwrLP8tCl5bRKj0HtVnwQSEbGXrKzj6FAi0vcHWgDHFFqVbQNcEenMlBg0XMiNbsqPyLmzp3Lyy+/zNNPP43JZGLBggUMGDCAb7/9lrfeeqtKjy3VPk2bNuXXX39FpVLx/fff31CC8oakUsfbjxs3jtjY2CrJueTu7s4PP/xQ7jr/jvgVCgWzZ89m9uzZpa4fFBRUYvYRqepkFxg5l2L9EWoX4HKdtaXSxMfH07Rp0xLLLRYLRqOxBkokVbf/NvZjTXIGuzNz2ZCaRX/32wAwWVIJ6XgHQS270josjDanT3PixAlOnDhBYKA1zbPa1wFIxpiYB0DOrkuYkvNROWvxGNMalZMWhUpwdNMh9io9SbY4sNPcjHStBo3FxN359oSk7UcIM6pGKmITvycn9wx6fQAeHn04fsKa0Nnd0A+10RltiLWeO9r70cR1NydTW3I4O5/7q/Dz6dmzJzt37mTevHk0adKE9evX07FjR3bt2kW7du2q8MhSbdW/f3/mz5/PZ599xj333ANYu9xERESQkJCAn58fvXv3btCNQJUaDAYEBKBU1pnGRqmaFbUKBrjaFbu1JFVcmzZtiIiIIDg4uNjyX3/9lfDw8BoqlVSdAvRaHg304rOYJBbHJTPQsylarReFhckMfGYcTk7W6TYbN27MiRMnig2+s7UMXrlNXHjR2krneHsgKidrnVR292JrxElOmrw5aG6ESShwLcxgaNYBvNVDULhm4Ns1FkNwDlFn37bt+/z5BdZ9ObbiVPwYFnfTcJ+74HGzBb3en+au0ZxMbclpR22FMkHcDKPRyJNPPsmsWbNsqWUkCWDSpEk8+uij2Nvbs2LFilLT0SxYsMA2SUVDU6nB4Ntvv339laQG6/iVYLCNv7xFfLNee+01xowZQ3x8PBaLhRUrVnD69Gm+++47/vzzz5ounlRNxgd48kVMEtvSc4jKLUCv96ewMJmCgku2YLAoa0JSUpJtO62/NRg0JeVhMZgojLcmmtYGXh1B/Mf6raw1hhBrsd4Cvj3IjpYRX+Pi4IJbs3/wCotEqRIgwMOzL05OrUlJ2UxOzkns9I1oH/YNz12O46yjkuP5WSzefZKpjdxp4nYBgNO5lir7XDQaDb///juzZs2qsmNIdZNCobAFgiNHjixxJzE+Pp6RI0eyfPnyBhkQyrTsUrU5Hm/tz9lW3iK+affeey8///wzb7/9NgqFgldffZWOHTuyevVqBgwYUNPFu2ErDsaVWKZQgPKaViOlQoFKqUCtVKBRKVEpFejUSuy0Kpz0GlztNLjaaxrUSNEgvZYBns6sS8ni2/gUHtL5k8URCgqso4wtFoGXlxdgnSQgJycHR0dHVM46VO56zGkF5B9PxZJdCArQ+DtSYDSzaNNJPt5rwogbagSTseOBbr78vCufwDticQzYBkDmBUeaRYbRbp510FLj0OlkZR3C3r4p5zIUnHVUorII/O20xBqMvHw2iSCXp2jhFkWwvReFZgu6KkovM3z4cFauXMmMGTOqZP9S3WU2m5k6dWqpg0iKWqunTZvG0KFDG9wt4woHgzdSsT788MObKoxUvxUFg7K/4M0xmUy89dZbPProo/Wmr+tzvx6hMgb3aVVK/Fz1NPN2om2AMz0aexDeyA2tuuq7rQghSMo2cPJSFmeTcriYlsvlLAOpOQbyCs0YTBY0KgV2WjVejjoC3exoG+BC52A3Qjwdrn+AMjwa4MW6lCx+TkzjQR/rwI/8/HgWbovm/XVnaOzlgLO6KQ6GVA5GxdG7QwsUCgW6EGfy0grI2R4PQKa7jj93XeB/Oy+QkFkAqAmyN/OeVyBBF3Mxxp6n+fAL6N0KUaAmJsKD1JNudGwSZCuLQqHAxcWal3V17AUAumUJlvVtxY8Jafz3TByx6mBe7PI65pR7qiwQBOuAgTfeeIOdO3fSqVMnHByKf8ZTpkypsmNLtVtERESxW8P/JoQgNjaWiIiIEnkL67sKB4OHDh2q0HoN6eq8rknMLODHPRcZ3a0Rfi521XrsvEIT0cnWW1JtAuRt4puhVquZN28e48aNq+miVJrbm3nx71hQCIHlSoQoBFiEwGwRmCwCk1lgNFsoNFnIN5rJLjCRYzBRaLZwMTWPi6l5/BN5mflE4aBVcXtzL+5o4UWPxp74u+pRKRWk5xlJzTGQbTChUysJdLPHxU5TsnBlEEJwKjGbHWdT2Hs+jUOxGSRnG66/YSkaezlwX3t/RndthLfzjSUQ7+3mSIidlgv5hew3N6eRUPDmRm+2XbSOKj+VmA24AW5s/jkaz7/iCG/kSiMTKDCQmVDAcUycSc3C/HcyAPYU0l59ifkTH8TpkuBCwfdcdvwGvaoQY66aDs0WcOjkpyhQoPMsfY7hv7Ks9XyQSYNWqWRCgCdvRV8ix2zBgA7MSaVuV1kWL16Mq6srBw4c4MCBA8VeUygUMhhswBISEip1vfqkwsHg5s2bq7IcUhUrMJqZ8O0+IhOy2Hommd+e7olGVX2DfSITsrAI8HbS4e0kZ824WXfeeSdbtmxh/PjxNV2USvG/R7ve8j4KTRaScwxcTM3ldGI2By6ms/tcKik5hfx9PJG/j1+dv1yjUmA0l2yK9HPRE97IlY6N3Ahv5EaIhz3uDloUCgV5hSYupuZxJDaDPefTiIhKISWnePCnVEATL0ea+zoR4mGPn4sdno5aHHUatGolJrOFHIOJ5BwD55JzORqXwaGYDM4l5zL/nyg+3XSW+zsGMrl/UwLd7Cv0vpUKBYM8XfgyNpldBb7kpTVj20U/NCoF/72nFa72GpZHnOB0QgYZOJCSY2DDyZIzOQGEN3Il3CWfwjP7aRoajJenG1GX3yGh/RIAsuPtubgxgB7vhRPmdgctXbpiTjOT9vNp3EY2R6GyNgKczzMQKUyoLIIBDlcvOB1USnLMFgrQoxOpFXp/N+v8+fNVun+p7qroZBINcdKJW+ozePbsWaKjo7n99tuxs7OrshFi0q179Y/jtoTPR+My+WRjFDMGtrjOVpXneLz12PIW8a25++67eemllzh+/Hipt8Duu+++GipZzdGqlQS42hHgakfPJp5M6BWKxSI4Fp/JxlNJ7DibwpHYDEwWYQsEXew0OOnVFBjNpOQUkpBZQMKxRNYcuxo4qpQKlApKDR7tNCq6hrrTs4kHnYLdaOPvgp32xm59ZhUY2RSZxA+7L7L/Yjo/74/l90PxTOzTmEn9mlboVupAD2swuD3HDpcs623bga19mdDLOlVcS302P/+8Cy9fP7rc9QCRCdZb2VkHLmNvtNAEJf0faUtIW28++eQT0hSC9u1bceTo46SlRQDgfv4eTm9KwmTKJS81nWbO4dbveZOavENJ2HfwQt/CHYBfL6cB0DnNjHfI1UEpDioVYKIAPU2D5JzkUs3o3bs3gYGBxMfHl9pvUKFQEBgYSO/evWugdDXrpoLB1NRUHnzwQTZv3oxCoSAqKorGjRvz+OOP4+rqygcffFDZ5ZRuwbYzyfyyPw6lAsb1DGHJjgt8uvksg9r60bqaRvYeic0AoI0MBm/J008/DZTeL1ehUGA2m6u7SLWSUqmgfZAr7YNcmTGgOSazhawCE/lGM56O2mKBVo7BxIn4TA7GZHDgYhpH4zJJyjZgtgiKPk0XOw0tfJyuBoAhbrfc781Zr2FYeADDwgM4cDGdD9afZmd0Kh9vOsua44l8NrojLXydyt1HVxcHXNUqMkxmInNaAtDS92rLYtG0bOkpyXRq5ELXUGvQlpqvJv9IMijAv4UnMTExpKWlodMpsYhPyEjfhUplj9/pJ3E41wEHzVLyTbkYTmWgVmrJNabjER7KhbOZHDhzmTZB9vhpNSyJSwFgWJwRdder5XC4chfCgB0ODoW39LmV5p133mHKlCnY21+/VXXPnj2kpKQwePDgSi+HVLupVCoWLFjAyJEjUSgUJQJCIQTz589vcINH4CaDwenTp6PRaIiJiaFVq1a25aNGjWL69OkyGKxlVh2xjjB8uGsjXru3DTGpeWw8lcT6k4nVFgzuvXClxSDY7TprSuWxWKouLUd9plYpy8xt6ahT062xB90aewBNADCYzKTnWpN422lVN9Sn8GZ0Cnbjx8e7seZYIq+tOsHZpByGf76D9x9ozz3tyr5lpVYq6OfhzIrL6cRkW1sGm3hY5/41mbIxGnfj6JhPTo4daWlpthHGulBn8o8ko/ayR6lVcfToUUAQ3vEQGRlHUans6dDhW4ynNRjIxFnvQUp+LCK6AFCx2S2DX0KUnAxwBAzY7TvDYC8X0k1mgnIt9Ltssk19B1eDwQL0FBTEV/rnd/LkSRo1asQDDzzAfffdR+fOnW3v1WQycfLkSbZv384PP/xAQkIC3333XaWXQaobRowYwfLly0vkGXR1dWXx4sUNMq0M3GQwuH79etatW2fLal+kWbNmXLx4sVIKJlUOk9nCxkhrP6EhYf4A3NHCi42nkjhwsWrnCC2SkJlPXHo+SgV0lMGgVAfo1Cp8Xaq3dUChUDA4zI8eTTyY/NNBdpxNZdLSg3z8UDj3tvcvc7uBHs6sSEgjJ9faKhbsah21f+HCF1yM+YrwjpCZ6U1i4gBbgGQf7k3hhSzswryurHsBT88YNJqjKBQa2octxtWlE2luZ4BMnHTu6JR2kKrk/ZY6lgWHgdGIyiJwNQpSdbD8svX7ZOyFQjSOGpT2VwNouyvBoFnjj72dutK7FH333XccPXqUzz77jEceeYTMzExUKhU6nY68POtsK+Hh4Tz55JOMGzcOnU5XaceW6p4RI0YwdOjQMmcgaYhd3m4qGMzNzS21OT4lJUVWslpm/8V00vOMuNlr6BJiDcSKArJDMRmYLQKVsmpP+r3nra2CbfxdcNTJ1JY3atmyZTz00EMVWjc2NpaYmBh69epVxaWSqoq7g5b/TejKrD9O8NPeGGb8chhnOw19mnuVun5vNycUuSYQYKfOx01rHdySm3fWto6LSxKpqV8gRE+2p+dwKreAtK4ueGgtBCemkJKVRLeO+wAICZ6Im1s3ANRu1u9zR40rHq5teC7cnp1e1jr8iJ87Tx/JhSMpzOhox14PNZ4FFgbHG1GHFO8OUtQy6B86k/DA0t/HrQoLC+Orr77iyy+/5OjRo1y4cIH8/Hw8PT3p0KEDnmWMfpYaJpVKVWr6mMzMTMaMGcMzzzzDoEGDqr9gNeSmfplvv/12vvvuO9544w3AekVrsViYN28effv2rdQCSrdm3Qlrh/j+rXxQX/lCbunrjKNOTY7BxOnE7Cq/Vbzvyi3iLiHuVXqc+uqLL75g9uzZTJgwgfvuu69Y1wywfnnt2LGDH374gX/++Yevv/66hkoqVRa1Sslbw9qSYzCx+sglpvx0iM3P31HqrW53jQpVjvWWtq9jEgaDtSuBwWBN4SLEYGANBywGXtt9kNMFJVs8td2HcFThwyDtMfo0mmhbrnKzjvxPdvZg3u2tueSkRmsyM+7sXt7o+zR5xmTSDqXw4cF8fmqmp3OmBa0AXUjx7xSHKy0uueaq7+agUCho37497du3r/JjSfXPhx9+yOrVq9m2bRt79uyhRYvqG2hZk24qGHz//ffp06cP+/fvp7CwkJkzZ3LixAnS0tLYsWNHZZdRuklCCNafsN4iHtjax7ZcpVQQ3siViKgUDsSkV30weN56+6hrqLxFfDO2bt3Kn3/+ySeffMJ///tfHBwc8PHxQa/Xk56eTmJiIl5eXkyYMIHjx4/bBg1IdZtSqeCDB9pzNimHyIQs5q07zdwR7Uqsp1Ao0OeYMAGeTqkUGPIBKCy05g50dOzJ93GurHAbhihQ4qBS0tfdCQ+NmqRCE3tT0klV6tjFbewy3sb/9p9nqLcrXV0cMNsJVrfUsSogiHy1Ep98Cw9sWEG7AGt/QH0Ld9Sedjhplbw0tDVKRw3GSzloA4oPfClqGcyrhmDw66+/5rHHHiux3GQyMWvWLObOnVvlZZDqrpdffpmNGzeyY8cOhg4dyu7du3F1da3pYlW5Gw4GjUYjzzzzDKtWreLvv/9GpVKRm5vLiBEjmDRpUoPMz1Nbnb6cTXxGPnqNkt7Nit+a6djIzRoMXkhjTPfgKitDRl4hpy9nA9BZtgzetCFDhjBkyBBSU1PZvn17sVtg4eHhhIeHo1RWX95IqXpo1UpeH9qGB77cxbJ9MTzcNYiwQNcS66muBIOuTtkUFCQhhIXCQuvI3p2axvzmbh1pfIfYwNyWPQn1DrNt+8uvP5LhEcE2BrJLPYBz+QY+unhNPsJga2tk51QTbxzJZcul42gaW1NvKLUqfGZ0AsXVCQd0ISUzBhQFg9XRMvjcc8+xZs0aFi1ahLu79Tvn1KlTjB49mszMTBkMSuXSarX89ttvdOnShdOnT/Pwww/z559/1vsRxjccDGo0Go4fP46Hhwdz5sypijJJlWRXtDW5a9dQjxI50Dpf6T+4v4oHkey/YN1/Yy8HPB1lf9Jb5eHhwdChQ6v9uH/99Revv/46R48excHBgdtvv50VK1ZUezkaoi4h7gzr4M/Kw5f4YP2ZUhN1m7Os6VqcHPMoKLiE0ZiOECYycOWTbB0g6JMbweP2X1KYkQve1j6lQgjM5j004Szhzs35skMb1qVk8ldyJhfyDRQKQcj5HIbGGumWaibDlIQFMxrd1cTxigr0Oa7OlsFDhw4xZswY2rVrx7fffsuZM2f4z3/+w8iRI/nss8+q/PhS3efj48PKlSu57bbbWLt2LS+99BJz584tc8BJfXBTTQljx46V/ZLqgN3nrMFg98YlW+Q6BLmiVEBcej6XswqqrAwbT1lbGHo09qiyY0hV67fffmPMmDFMmDCBI0eOsGPHDkaPHl3TxWpQpvRvBsCOsylk5BXP05eQmY+pwIwAdI5GCgribP0Ff1eOJd8i8M5Ko8e5IyiA5OQNtvxqaWkpuLqeA6BR0HAc1Sru93Xnm3ahbOraku3dWjEvFnqkmlECSbnWbBEa/Y3NInS1z2DV58EMDQ1l27ZtjBw5kkGDBjF9+nS++eYbvvvuO5ycys/beKsMBgMdOnRAoVBw+PDhKj2WVLU6duzIkiXWGXjmzZuHt7c3ffv2ZfTo0fTt25eQkJB6dUF8U30GCwsLWbx4MRs2bKBz584lZkEoLSGuVL0sFsGeK6N4u5cSiDnpNTT3ceJUYjaHYzO4q41vpZfBZLbY+iwOalv5+2+I3NzcSk15oFAo0Ov1NG3alPHjxzNhwoRKOZ7JZGLq1KnMmzevWD+shtKpurZo7OVICx8nTl/O5p/IJEZ2uprWKyLKejtYuGgwqO2xWAxk55wgjiA2Cevt3P4J58hM90OhsMNgSCQ7+xjOzmFcuLABrbYAs1mPl1fpsy6o3fSYU60XjMkF1rxsNx4MVt9tYoA///yTn376iZ49e3L69GkWLVrE7bffjr9/2Sl6KsPMmTPx9/fnyJEjVXocqXqMGjWKX375hRUrVpCWllbstfj4eEaOHMny5cvrRW7Cm2oZPH78OB07dsTZ2ZkzZ85w6NAh20NeDdUOpy9nk5FnxF6rKnMKuPZX+h4VzQ5S2fZeSCM1txBXe02pAal041599VWUSiWDBw9mzpw5zJ49m8GDB6NUKpk0aRLNmzfn6aefZtGiRZVyvIMHDxIfH49SqSQ8PBw/Pz/uvvtuTpw4Ue52BoOBrKysYg/p1hRdUK09nlBseVEwaPHQY1Bb18nMPMg67sGCkns8XWinVSKECq02HICjx74HID19NwBCtEOpLD2xttrtauCXeiVh9LW3iSvCvhqDwaeeeooHH3yQmTNnsm3bNo4ePYpOp6Ndu3b88ssvVXbcv//+m/Xr1/P+++9X2TGk6mU2m9m7d2+prxW1rk+bNq1ezPx0Uy2DmzdvruxySJWsqL9glxB3NKrSY/72Qa78vD+Wo3GZVVKGtcetaW0GtPIpswzSjdm+fTtvvvkmEydOLLb8q6++Yv369fz222+EhYXx8ccf88QTT9zy8c6ds95CnD17Nh9++CEhISF88MEH9OnThzNnztg66P/b3LlzZZ/iSnZ3O18WbIxiW1QKOQYTjjo1Fotgx1lrMGj21FGg8gaTNRg8wzMAjPJzJ9fVlZiYGBIu+eLuAelpm7BYLBQYkrGzAzt9UJnHVV3JNZhVmIrBYh2prLnBfLLVGQzu2LGDPXv22FLL+Pr6smbNGj777DMeffRRHnzwwUo/5uXLl3niiSdYuXJlhabEA+sFk8FgsD2XF0y1T0RERLFZSv5NCEFsbCwRERGl5iysS+QvdD11tb9g2S1yYYHWFsMjcRlYLCUn7b4VFouwBYPlTacl3Zh169Zx5513lljev39/1q1bB8A999xjC+LKMnv2bBQKRbmP/fv326a/e/nll7n//vvp1KkTS5YsQaFQ8Ouvv5a5/5deeonMzEzbIzY29hbetQTQwseJUE8HCk0WNp2y9gk8mZBFWm4hWo0S4aIlT2mt78m5ccRjvZXc0dnelhojKsq6Lzv7TNLT0zCZMgBwcPShLPrmbggEF3OvtgbfaMvg1dvEVd+CcuDAgVJzDE6aNIkDBw5U+vGEEIwfP56JEyfSuXPnCm83d+5cXFxcbI+goLIDcqlmJCQkXH+lG1ivNpPBYD1ksQjbXMClDR4p0sLXCZ1aSXaBiQupuZVahoizKSRlG3DSqenZVN4irizu7u6sXr26xPLVq1fbWulyc3Ov21H+2WefJTIystxH27ZtbamiWrdubdtWp9PRuHFjYmJiyty/TqfD2dm52EO6NQqFgv4trTkkD1yp39uirLkEmwa5gFJBnsL6dz9HU4RCiZ/agJdWYwsGjUb9lX0JkpIvYrFYW6OcncvuS6cNdCKlTxYnM3bZlt3sAJLqGE1c3ixYN9LXtaIXTJ988glZWVm89NJLN1ROecFU+1U0VV59SKkn5warh04mZJGRZ8RRp6ZtGf0FATQqJW38nTkYk8GRuAwaezlWyvGFEMz/5wwAD3QOQqeuP8Pva9qsWbN4+umn2bx5M127dkWhULB3717WrFnDl19+CcCGDRvo06dPufvx9PSs0PRcnTp1QqfTcfr0aW677TbAmmv0woULBAdXXX5KqXR+rtZkz6m51hHFEWest4jDQtw4iIFsYb1FeZbmALS3t7bEublZU0kJocJk0qBWG4mLPYlabR0Y4upSfJ75f9Pa2xV7fvMtg9UzgGT58uX88ssvxMTEUFhYfPT1wYMHK7SPZ5999rrTQIaEhPDmm2+ye/fuEkFo586deeSRR/jf//5X6rY6nU5O31rL9e7dm8DAQOLj4219BP8tKCiI3r1LH3xVl8hgsB4q6kPULbTs/oJFwgJdrcFgbCbDw8v/QaioLWeSORSTgV6jZOIdjStln5LVE088QevWrfn0009ZsWIFQghatmzJ1q1b6dmzJ2BNultZnJ2dmThxIq+99hpBQUEEBwczb948AB544IFKO45UMR5XpqNLv5Jepiihe8dgN769lEiOsAYX0VhT0XRwtK5/7QwKxkK9NRiMi8TX19pnTa8v/8Lg330Eb7TPYHUGgx9//DEvv/wy48aN448//mDChAlER0ezb98+Jk2aVOH9VPSC6eOPP+bNN9+0Pb906RJ33XUXP//8M926dbup9yDVDiqVigULFjBy5EgUCkWpAeELL7xQL/INymCwHtpxZfBIz6bX/yLrEOQKWPsNVgaj2cKH662tgmN7hODtdGMtCNL19erVi169elXb8ebNm4darWbMmDHk5+fTrVs3Nm3aZGttkqqP25VgMDWnEJPZYgsKg93s4RJkmhUIrrYMdnG13hlwdnZGqVRisVjQaD2AbHJzE1BrrC2DGk35f8t/twTebMugUQgKLRa0VThbzueff87ChQt5+OGH+d///sfMmTNp3Lgxr776aon0IJWhUaNGxZ47OlrvsDRp0oTAwMq5wJZqzogRI1i+fDlTp04tNphEq9VSWFjI559/zpgxY+p8VxgZDNYzhSYL+67kF+xVgb56RYNITlzKIrvAiJO+9PQSFSGE4JXfj3MsPhMHrYonb5etglXBbDazcuVKIiMjUSgUtG7dmvvuu6/Krk41Gg3vv/++TJlRCxS1DKblFpKWV4gQoFRAoysXXVkmQYoyhCzhgloY6eBmTTWjUqkYNGgQmZmZODmfJzf3Anp9NkqltaXjhoPBG+wzaH/NuZlnrtpgMCYmxtZKbmdnR3a2tfV0zJgxdO/enU8//bTKji3VTyNGjGDo0KHFZiBp0qQJ3bp14+TJk3zxxRe88MILNV3MWyKDwXrmUEw6+UYzno5aWvhcP9t+qKcDjb0cOJecyx+HL/F/NzlPcYHRzHtrT/Pz/liUCljwULicfq4KnD17lnvuuYf4+HhatGiBEIIzZ84QFBTEX3/9RZMmTWq6iFIVcr/mNnFytsG2zF1n/SoXQKS6NxghWBGDg7aLbduuXa3T2B0//g+5uWDvUJRSSodKVX5w9+/g70ZbBjVKBVqFgkIhyDVbcL35a87r8vX1JTU1leDgYIKDg9m9ezft27fn/PnzZfb7qkwhISHVchypeqlUqhLpY1auXMlff/3Ff/7zn5opVCWSo4nrmaJbxD2aeJY6U8W/KRQKRne13uZYuifmhr7EzBbB2aRsFkec484Pt/LNjvMAvDGsLXe2LjtVhXTzpkyZQpMmTYiNjeXgwYMcOnSImJgYQkNDmTJlSk0XT6piRcGg0Sy4mJoHgIeDDp1Sid2V1raTirYANFUllroPOzvriGR7e2swqFKVPcisyL+DQfVNDHyorn6D/fr1s424f+yxx5g+fToDBgxg1KhRDB8+vEqPLTUsXbt2Zc6cOSirsKW7utSZlsH09HSmTJnCqlWrALjvvvv45JNPinWM/rcVK1bw1VdfceDAAVJTUzl06BAdOnQoto7BYOD555/np59+Ij8/n/79+/P555/X2b4e26+kmujVpOLpXEZ2CuS9dac5mZDFkbhMWz/CIkIIzqfkcjg2gzOXc4i6nM3Z5Bzi0/MxXZOf0M9FzyuDWzM4rO4Ps6+ttm7dyu7du4sle/bw8OCdd96p1n6EUs3Qa1TYa1XkFZo5c2XwiKeTNUB006jIN1g4YbJ+dzXW5JS6D63W+t1QFAxqNWWnnypyq7eJwZp4Ot1krvJgcOHChbb8mBMnTsTDw4OIiAjuvfdenn766So9ttRw5efnM3XqVJ555pkScUZdUGeCwdGjRxMXF8fatWsBePLJJxkzZkypOdeK5Obm0qtXLx544IEyZ2OYNm0aq1evZtmyZXh4ePDcc88xZMgQDhw4UOdGCMWl53EwJgOFAu5o4V3h7VzttQxp58eKQ/G8v+408x4Iw16r5mhcBptOJbHpVJKtFeLftGolXUPc6d/Km1FdgrDX1plTqk7S6XS2PlDXysnJQavV1kCJpOrmZq8lrzCfqMvWYM/DwdpK56JWcclgJM1iDdSa25XeWqG5EvypVCYA9HbXH2h2bTCoUChRa278XLPmGjRWeeJppVJJYWEhBw8eJCkpCZ1OZ0vUvnbtWu69994qPb7UML3yyissWrSIdevWsW/fPry9K/4bXBvUiV/uyMhI1q5dy+7du21D9RctWkSPHj04ffp0mYlEx4wZA8CFCxdKfT0zM5Ovv/6a77//3vZl8cMPPxAUFMQ///zDXXfdVflvpgr9cfgSAN1DPfB1ubEr93E9Q/jjyCW2n02h1zub+PeEJFqVkg5BrjT3daS5jxPNvK2zIXg76VAqr387WqocQ4YM4cknn+Trr7+29QHbs2cPEydO5L777qvh0knVwcNRS3xG/tWWwSt9c101xS9e+zQZXer2RS2DRXTa699F0Oh1xf5fkS4o/1Z0m7iqE0+vXbuWMWPGkJqaWuI1hUJRL+aRlWqfV155hdWrVxMVFcXIkSNZt24de/bssQ046d27d61uYKoTweCuXbtwcXEplrOpe/fuuLi4sHPnzhvKKn+tAwcOYDQaGThwoG2Zv78/bdu2ZefOnWUGg7VxTkkhBH8ctk4iPyy87NkEytI+yJWfnujO++tPs/fKaOQAVztua+pJ35be3NbME0ddnThd6rWPP/6YcePG0aNHDzQaay98o9HI0KFDmT9/fs0WTqoWRf0Gz6dYZw3yKMolqL5aPz01avydAkrdXvOv4O96I4kBVGoNSpUai9l0w4NHilRXn8Fnn32WBx98kFdffRUfH9l3Waoebm5u/PHHH3Tr1o2IiAi8vLzIzb06s1dgYCALFixgxIgRNVjKstWJX/fExMRSm1y9vb1JTCy9k3RF96vVakvkS/Px8Sl3v3PnzmXOnDk3fdyqEJmQzZnLOWhVSga1vbk+e11D3fn5ye7EZ+TjYqe5pTQzUtVwdXXljz/+4OzZs0RGRiKEoHXr1jRt2rSmiyZVE3d7a/BX1F/Xq5SWwRYOZQdsWs2/gkHt9fsMgrVF0JB7C8GgunqCwaSkJGbMmCEDQanatWrVismTJ/P2228XCwQB4uPjGTlyJMuXL6+VAWGNBoOzZ8++blC1b98+gFJvSwghbup2xfVcb78vvfQSM2bMsD3Pysqq8UnGVxy0JsPs19IbF7ubD+IUCgWBbvaVVSypElx7rpVmy5Yttv9/+OGHVVwaqaYVtQwWudoyWLFgUKNx/dfziiUP1+j0GHJzb3j2kSJF8xNXdZ/BkSNHsmXLFplmSap2ZrOZ7777rtTXiuKKadOmMXTo0Fp3y7hGg8GKzv149OhRLl++XOK15OTkW7r68/X1pbCwkPT09GKtg0lJSbakpaWpbXNKZuYbWbbPOsn5A53r5ihoqWyHDh2q0HpVcWEk1T5u/woGbX0Gr7lNXF4wqFRqUKtdMZkygIqNJoarg0jUNzGSGMBeWT0tg59++ikPPPAAERERtGvXztadoohMwSRVlYiIiGKzlPybEILY2FgiIiJK5CysaTUaDFZ07scePXqQmZnJ3r17i3Waz8zMLDdou55OnTqh0WjYsGEDDz74IAAJCQkcP36c995776b3W92+33WBHIOJFj5O9L2BUcRS3bB58+aaLoJUi3iU1TJYwdvEAFqtuy0YvJGWwWv/vVHVNYBk6dKlrFu3Djs7O7Zs2VLsIkmhUMhgUKoyCQkJlbpedaoTfQZbtWrFoEGDeOKJJ/jqq68Aa2qZIUOGFBs80rJlS+bOnWtLLJqWlkZMTAyXLllH2Z4+fRqwtgj6+vri4uLCY489xnPPPYeHhwfu7u48//zztGvXzja6uLbLKzTxzY4LADzTt4kc2StJ9dy/bxMXtQy6VPA2MVj7DeZxDriBYFB/a8GgfTUNIHnllVd4/fXXefHFF+tFMmCp7vDzq1h//YquV53qTE358ccfadeuHQMHDmTgwIGEhYXx/fffF1vn9OnTZGZm2p6vWrWK8PBwBg8eDMBDDz1EeHg4X375pW2djz76iGHDhvHggw/Sq1cv7O3tWb16da27n1+WTzadJS23kEbu9gxuV/tOMEmSKte1waCjTo3+Sougu8Z6be+tVeOmKf86/9pBIxUfQFIUDN5sn8GiYLBq+wwWFhYyatQoGQhK1a53794EBgaW22VHoVAQHR1d66YsrBMtgwDu7u788MMP5a7z7w93/PjxjB8/vtxt9Ho9n3zyCZ988smtFrHarT2eyBdbogF4YVBL1Cr55SdJ9d21waCn49X/d3ZxYICHM/08nK+7j2tzDWrU15+ODq4GgTcz+wiAg7poAEnVtgyOGzeOn3/+mf/+979VehxJ+jeVSsWCBQsYOXIkCoWiWExS9FwIweOPP84ff/zBokWLas2o9zoTDErF7TmXyvO/HgHg0V6hcgo4SWogimYcAfBwvPp/e5WS78MaV2gfRbOQqNXOKJUVyz5QV/oMms1m3nvvPdatW0dYWFiJASRyxL1UlUaMGMHy5cuZOnVqscEkgYGBfPjhh5w7d45Zs2axevVq2rZty1dffWVLNWM2m4mIiKiRRNUyGKxjjGYLy/bF8vrqExjNgh6NPXjpnpY1XSxJkqqJk16NSqnAbBHFWgZvRFHLYEX7CwLoHZ2s/zo43tQxqyvp9LFjxwgPDwfg+PHjxV6TI+6l6jBixAiGDh1aZmA3aNAgxowZw9GjR7n//vs5fPgw0dHRpQaQ1ZWoWgaDdURSVgE/7Y1l6d6LXM6yzn4yOMyP90e2RyNvD0tSg6FUKnCz15KSYyjWMngjdFpr1gGt9vrZHIqED7oXhVJJ234DbuqY1dVnUI6+l2oDlUpVZvqYsLAw9u7dy5w5c8jMzCQ6OpqRI0eW6Op2baLqqh7UKoPBKnTHvM3kFVq/+Jr7OPFIt0a08S+/f47BZObPowmsOnKJXIPJtjwtt9A244Cno44nbw/l8dsay9HDktQAuTtoSMkx2EYS3ygPjzsIDByHt9fA6698hauPL3eMeeymjgfVl2dQkuoCnU7H22+/jclkIjQ0tNQBJdcmqj5y5EiVlkcGg1UoOdtA7pVgMCnbwPazKbe0v07BboztEczdbf3QqmVroCQ1VEWDSG72NrFKpadF81crs0jXVV0DSCSpLtm+fXuFElXv3LmzSsshg8EqtPzpnliEwGQWrD+ZyIqD8WTlG6+7XRt/Fx7p3oim3lf75jjrNQS5y2niJEmCYR0CSMo20LuZV00XpcIa6bV83TakWD5ESWroKpqAOjExsUrLIYPBKtTK72qKh/ZBrvznLjnQQ5KkW/dQ10Y81LVRTRfjhjipVQz2cq3pYkhSrVLRBNS+vr5VWg55r1GSJEmSJKkGXC9RtUKhICgo6Jam3q0IGQxKkiRJkiTVgKJE1VAy9VHR8/nz51d5vkEZDEqSJEmSJNWQokTVAQEBxZYHBgayfPlymWewrigaEp6VlVXDJZFqo6LzorbNRVmdZB2RyiPriKwjDd2dd97J0aNH2blzJ4mJifj6+tKzZ09UKhVZWVlVXkdkMFgJsrOzAQgKCqrhkki1WXZ2Ni4uFZsHtr6RdUSqCFlHZB2RyldVdUQhGvKlWCWxWCxcunQJIQSNGjUiNjYWZ+frTxZfW2RlZREUFFSnyl2XyiyEIDs7G39/f5TKhtkzQ9aR6leXyizryNU64uTkVC+nzatL52Nlqcz3XNV1RLYMVgKlUklgYKCtGdfZ2blOnux1sdx1pcwNtbWjiKwjNaeulFnWEWsdqe/qyvlYmSrrPVdlHWmYl2CSJEmSJEkSIINBSZIkSZKkBk0Gg5VIp9Px2muvodPd3OTxNaUulrsullmqu3+3uljuulhmqf5qiOdjXXrPcgCJJEmSJElSAyZbBiVJkiRJkhowGQxKkiRJkiQ1YDIYlCRJkiRJasBkMChJkiRJktSAyWCwEn3++eeEhoai1+vp1KkTERERNV0km7lz59KlSxecnJzw9vZm2LBhnD59utg648ePR6FQFHt07969hkpsNXv27BJl8vX1tb0uhGD27Nn4+/tjZ2fHHXfcwYkTJ2qwxFJ5ZB2pfLKOSLXV9c7N+mLbtm3ce++9+Pv7o1AoWLlyZbHX60IdlMFgJfn555+ZNm0aL7/8MocOHaJ3797cfffdxMTE1HTRANi6dSuTJk1i9+7dbNiwAZPJxMCBA8nNzS223qBBg0hISLA91qxZU0MlvqpNmzbFynTs2DHba++99x4ffvghn376Kfv27cPX15cBAwbY5vmUag9ZR6qOrCNSbVXeuVlf5Obm0r59ez799NNSX68TdVBIlaJr165i4sSJxZa1bNlSvPjiizVUovIlJSUJQGzdutW2bNy4cWLo0KE1V6hSvPbaa6J9+/alvmaxWISvr6945513bMsKCgqEi4uL+PLLL6uphFJFyTpSNWQdkWqr8s7N+goQv//+u+15XamDsmWwEhQWFnLgwAEGDhxYbPnAgQPZuXNnDZWqfJmZmQC4u7sXW75lyxa8vb1p3rw5TzzxBElJSTVRvGKioqLw9/cnNDSUhx56iHPnzgFw/vx5EhMTi33uOp2OPn361NrPvaGSdaRqyToi1VZlnZsNRV2pgzIYrAQpKSmYzWZ8fHyKLffx8SExMbGGSlU2IQQzZszgtttuo23btrbld999Nz/++CObNm3igw8+YN++ffTr1w+DwVBjZe3WrRvfffcd69atY9GiRSQmJtKzZ09SU1Ntn21d+dwbMllHqo6sI1JtVd652VDUlTqorukC1CcKhaLYcyFEiWW1wbPPPsvRo0fZvn17seWjRo2y/b9t27Z07tyZ4OBg/vrrL0aMGFHdxQSsP75F2rVrR48ePWjSpAn/+9//bB3368rnLtWdv5WsI5J068o7N2fMmFGDJat+tb0OypbBSuDp6YlKpSoR5SclJZW4GqhpkydPZtWqVWzevJnAwMBy1/Xz8yM4OJioqKhqKt31OTg40K5dO6Kiomyj0urC597QyTpSfWQdkWqra8/NhqKu1EEZDFYCrVZLp06d2LBhQ7HlGzZsoGfPnjVUquKEEDz77LOsWLGCTZs2ERoaet1tUlNTiY2Nxc/PrxpKWDEGg4HIyEj8/PwIDQ3F19e32OdeWFjI1q1ba83nLlnJOlJ9ZB2Raqtrz82Gos7UwRobulLPLFu2TGg0GvH111+LkydPimnTpgkHBwdx4cKFmi6aEEKIp59+Wri4uIgtW7aIhIQE2yMvL08IIUR2drZ47rnnxM6dO8X58+fF5s2bRY8ePURAQIDIysqqsXI/99xzYsuWLeLcuXNi9+7dYsiQIcLJycn2ub7zzjvCxcVFrFixQhw7dkw8/PDDws/Pr0bLLJVO1pGqIeuIVFtd79ysL7Kzs8WhQ4fEoUOHBCA+/PBDcejQIXHx4kUhRN2ogzIYrESfffaZCA4OFlqtVnTs2LFYSoqaBpT6WLJkiRBCiLy8PDFw4EDh5eUlNBqNaNSokRg3bpyIiYmp0XKPGjVK+Pn5CY1GI/z9/cWIESPEiRMnbK9bLBbx2muvCV9fX6HT6cTtt98ujh07VoMllsoj60jlk3VEqq2ud27WF5s3by71u2PcuHFCiLpRBxVCCFHdrZGSJEmSJElS7SD7DEqSJEmSJDVgMhiUJEmSJElqwGQwKEmSJEmS1IDJYFCSJEmSJKkBk8GgJEmSJElSAyaDQUmSJEmSpAZMBoOSJEmSJEkNmAwGJUmSJEmSGjAZDNYjd9xxB9OmTauWYykUClauXHlD24SEhDB//vxbOu6WLVtQKBRkZGTc0n6khknWEUm6edVZfyrqZuqZVJK6pgsg1W6zZ89m5cqVHD58+Jb3tW/fPhwcHG69UJJUi8g6IjUUK1asQKPRANYLl2nTplVbcFhWPUtISMDNza1aylCfyWBQqjZeXl41XQRJqtVkHZFqM3d390rfZ2FhIVqt9qa39/X1rcTSNFzyNnEdlZuby9ixY3F0dMTPz48PPvigxDqFhYXMnDmTgIAAHBwc6NatG1u2bLG9/u233+Lq6srKlStp3rw5er2eAQMGEBsba3t9zpw5HDlyBIVCgUKh4Ntvv7Vtn5KSwvDhw7G3t6dZs2asWrWq3DL/+xaYQqFg8eLF5e5jzZo1NG/eHDs7O/r27cuFCxdK7Hfnzp3cfvvt2NnZERQUxJQpU8jNzQXgu+++w9HRkaioKNv6kydPpnnz5rZ1pPpJ1pGrZB2RKkPRbeI77riDixcvMn36dNt5X6S8cw2s5/ibb77J+PHjcXFx4YknngDghRdeoHnz5tjb29O4cWNmzZqF0WgEyq9n/75NfOzYMfr164ednR0eHh48+eST5OTk2F4fP348w4YN4/3338fPzw8PDw8mTZpkO1aDJaQ66emnnxaBgYFi/fr14ujRo2LIkCHC0dFRTJ061bbO6NGjRc+ePcW2bdvE2bNnxbx584ROpxNnzpwRQgixZMkSodFoROfOncXOnTvF/v37RdeuXUXPnj2FEELk5eWJ5557TrRp00YkJCSIhIQEkZeXJ4QQAhCBgYFi6dKlIioqSkyZMkU4OjqK1NTUMsscHBwsPvroI9vz6+0jJiZG6HQ6MXXqVHHq1Cnxww8/CB8fHwGI9PR0IYQQR48eFY6OjuKjjz4SZ86cETt27BDh4eFi/PjxtuM88MADokuXLsJoNIq///5baDQasXfv3sr4M0i1mKwj6UIIWUekytOnTx8xdepUkZqaKgIDA8Xrr79uO++FqNi5FhwcLJydncW8efNEVFSUiIqKEkII8cYbb4gdO3aI8+fPi1WrVgkfHx/x7rvvCiGuX89+//13IYQQubm5wt/fX4wYMUIcO3ZMbNy4UYSGhopx48bZjj9u3Djh7OwsJk6cKCIjI8Xq1auFvb29WLhwYTV8grWXDAbroOzsbKHVasWyZctsy1JTU4WdnZ3th+7s2bNCoVCI+Pj4Ytv2799fvPTSS0II6w8dIHbv3m17PTIyUgBiz549QgghXnvtNdG+ffsSZQDEK6+8Ynuek5MjFAqF+Pvvv8ssd2k/dOXt46WXXhKtWrUSFovFts4LL7xQ7IduzJgx4sknnyx2nIiICKFUKkV+fr4QQoi0tDQRGBgonn76aeHj4yPefPPNMsso1Q+yjsg6IlW+omBQiJLnqhAVO9eCg4PFsGHDrnus9957T3Tq1Mn2vLx6VhQMLly4ULi5uYmcnBzb63/99ZdQKpUiMTFRCGENBoODg4XJZLKt88ADD4hRo0Zdt0z1mewzWAdFR0dTWFhIjx49bMvc3d1p0aKF7fnBgwcRQtC8efNi2xoMBjw8PGzP1Wo1nTt3tj1v2bIlrq6uREZG0rVr13LLERYWZvu/g4MDTk5OJCUl3dB7KW8fkZGRdO/evdgtiGvfM8CBAwc4e/YsP/74o22ZEAKLxcL58+dp1aoVbm5ufP3119x111307NmTF1988YbKKNU9so5cJeuIVF0qcq4BxepTkeXLlzN//nzOnj1LTk4OJpMJZ2fnGzp+ZGQk7du3LzYIq1evXlgsFk6fPo2Pjw8Abdq0QaVS2dbx8/Pj2LFjN3Ss+kYGg3WQEOK661gsFlQqFQcOHCh20gM4OjoWe37tD0l5y/6taFTZtdtYLJbrblfRfVT0fT711FNMmTKlxGuNGjWy/X/btm2oVCouXbpEbm7uDX/JSHWLrCNXyToiVZeKnmv/HjG/e/duHnroIebMmcNdd92Fi4sLy5YtK7Wfb3mEEGXWy2uXV0a9rG/kAJI6qGnTpmg0Gnbv3m1blp6ezpkzZ2zPw8PDMZvNJCUl0bRp02KPa0dfmUwm9u/fb3t++vRpMjIyaNmyJQBarRaz2VwN76qk1q1bF3uPQInnHTt25MSJEyXeY9OmTW0j1Hbu3Ml7773H6tWrcXZ2ZvLkydX2HqSaIevIVbKOSFWhtPO+IudaaXbs2EFwcDAvv/wynTt3plmzZly8ePG6x/u31q1bc/jw4WIDVnbs2IFSqSxxB0AqTgaDdZCjoyOPPfYY//nPf9i4cSPHjx9n/PjxKJVX/5zNmzfnkUceYezYsaxYsYLz58+zb98+3n33XdasWWNbT6PRMHnyZPbs2cPBgweZMGEC3bt3t93+CgkJ4fz58xw+fJiUlBQMBkO1vc+JEycSHR3NjBkzOH36NEuXLi02UhOsI9B27drFpEmTOHz4MFFRUaxatcr2Y5adnc2YMWOYPHkyd999N0uXLuWXX37h119/rbb3IVU/WUeuknVEqgohISFs27aN+Ph4UlJSgOufa2Vp2rQpMTExLFu2jOjoaD7++GN+//33Ese7Xj175JFH0Ov1jBs3juPHj7N582YmT57MmDFjbLeIpdLJYLCOmjdvHrfffjv33Xcfd955J7fddhudOnUqts6SJUsYO3Yszz33HC1atOC+++5jz549BAUF2daxt7fnhRdeYPTo0fTo0QM7OzuWLVtme/3+++9n0KBB9O3bFy8vL3766adqe4+NGjXit99+Y/Xq1bRv354vv/ySt99+u9g6YWFhbN26laioKHr37k14eDizZs3Cz88PgKlTp+Lg4GDbrk2bNrz77rtMnDiR+Pj4ansvUvWTdcRK1hGpKrz++utcuHCBJk2a2PJjXu9cK8vQoUOZPn06zz77LB06dGDnzp3MmjWr2DoVqWf29vasW7eOtLQ0unTpwsiRI+nfvz+ffvpp5b3xekohKtLpRKqXvv32W6ZNmyanrZKkMsg6IklSQyBbBiVJkiRJkhowGQxKkiRJkiQ1YPI2sSRJkiRJUgMmWwYlSZIkSZIaMBkMSpIkSZIkNWAyGJQkSZIkSWrAZDAoSZIkSZLUgMlgUJIkSZIkqQGTwaAkSZIkSVIDJoNBSZIkSZKkBkwGg5IkSZIkSQ2YDAYlSZIkSZIaMBkMSpIkSZIkNWAyGJQkSZIkSWrAZDAoSZIkSZLUgMlgUJIkSZIkqQGTwaAkSZIkSVIDJoPBOu6OO+7gjjvuqNZjrlmzhtmzZ9/SPpYuXcr8+fMrpTw17eTJk8yePZsLFy7UdFGkUsg6UvNkHandZB2peTVeR4RUp504cUKcOHGiWo85adIkcaunzuDBg0VwcHDlFKiG/frrrwIQmzdvrumiSKWQdaTmyTpSu8k6UvNquo6oayYElSpL69ata7oIUhXJy8vD3t6+potR58k6Un/JOlI5ZB2pvypcR2okBK0DXnvtNQGII0eOiJEjRwpnZ2fh5uYmpk+fLoxGozh16pS46667hKOjowgODhbvvvtuse3z8/PFjBkzRPv27W3bdu/eXaxcubLYej/99JMAxCeffFJs+auvviqUSqVYv359ueXs06eP6NOnj+35+fPnBSDmzZsnPvjgAxESEiIcHBxE9+7dxa5du677vnNzc8Vzzz0nQkJChE6nE25ubqJTp05i6dKlQgghxo0bJ4ASj/PnzwshhPj0009F7969hZeXl7C3txdt27YV7777rigsLCxW5tL2UcRgMIg33nhDtGjRQmi1WuHp6SnGjx8vkpKSyi37Rx99JAARFRVV4rWZM2cKjUYjkpOTbcs2bNgg+vXrJ5ycnISdnZ3o2bOn+Oeff0psGxkZKR566CHh7e0ttFqtCAoKEmPGjBEFBQViyZIlpb6XJUuW2Lb/+uuvRVhYmO3zHDZsmDh58mSxY4wbN044ODiIo0ePigEDBghHR0fRvXv3ct9vTZN1RNaRIrKOlE7WEVlHitT2OiKDwTIUVeIWLVqIN954Q2zYsEHMnDlTAOLZZ58VLVu2FB9//LHYsGGDmDBhggDEb7/9Zts+IyNDjB8/Xnz//fdi06ZNYu3ateL5558XSqVS/O9//yt2rIkTJwqtViv27dsnhBBi48aNQqlUildeeeW65SyrEoeEhIhBgwaJlStXipUrV4p27doJNzc3kZGRUe7+nnrqKWFvby8+/PBDsXnzZvHnn3+Kd955x/Ylc/bsWTFy5EgBiF27dtkeBQUFQgghpk+fLr744guxdu1asWnTJvHRRx8JT09PMWHCBNsxTpw4IXr16iV8fX2L7UMIIcxmsxg0aJBwcHAQc+bMERs2bBCLFy8WAQEBonXr1iIvL6/MsicnJwutVitefvnlYstNJpPw9/cXI0aMsC37/vvvhUKhEMOGDRMrVqwQq1evFkOGDBEqlapYRT58+LBwdHQUISEh4ssvvxQbN24UP/zwg3jwwQdFVlaWSEpKEm+//bYAxGeffWZ7L0VfOEWvPfzww+Kvv/4S3333nWjcuLFwcXERZ86csR1n3LhxQqPRiJCQEDF37lyxceNGsW7dunL/VjVN1hFZR4SQdaQ8so7IOiJE3agjMhgsQ1El/uCDD4ot79ChgwDEihUrbMuMRqPw8vIqdpL8m8lkEkajUTz22GMiPDy82GsFBQUiPDxchIaGipMnTwofHx/Rp08fYTKZrlvOsipxu3btim2/d+9eAYiffvqp3P21bdtWDBs2rNx1KtrXw2w2C6PRKL777juhUqlEWlqa7bWy+noUXeFe+4UohBD79u0TgPj888/LPeaIESNEYGCgMJvNtmVr1qwRgFi9erUQwnrV6u7uLu69994S5W3fvr3o2rWrbVm/fv2Eq6truVeTZfX1SE9PF3Z2duKee+4ptjwmJkbodDoxevRo27KiK+Vvvvmm3PdXm8g6UjZZR4qTdUTWkX+TdaS4mq4jcjTxdQwZMqTY81atWqFQKLj77rtty9RqNU2bNuXixYvF1v3111/p1asXjo6OqNVqNBoNX3/9NZGRkcXW0+l0/PLLL6SmptKxY0eEEPz000+oVKqbLvfgwYOLbR8WFgZQooz/1rVrV/7++29efPFFtmzZQn5+/g0d99ChQ9x33314eHigUqnQaDSMHTsWs9nMmTNnrrv9n3/+iaurK/feey8mk8n26NChA76+vmzZsqXc7SdMmEBcXBz//POPbdmSJUvw9fW1/c127txJWloa48aNK3YMi8XCoEGD2LdvH7m5ueTl5bF161YefPBBvLy8buhzANi1axf5+fmMHz++2PKgoCD69evHxo0bS2xz//333/BxapqsI7KOyDpSPllHZB2p7XVEBoPX4e7uXuy5VqvF3t4evV5fYnlBQYHt+YoVK3jwwQcJCAjghx9+YNeuXezbt49HH3202HpFmjZtSu/evSkoKOCRRx7Bz8/vlsrt4eFR7LlOpwO4bqX8+OOPeeGFF1i5ciV9+/bF3d2dYcOGERUVdd1jxsTE0Lt3b+Lj41mwYAERERHs27ePzz77rELHBrh8+TIZGRlotVo0Gk2xR2JiIikpKeVuf/fdd+Pn58eSJUsASE9PZ9WqVYwdO9b2pXb58mUARo4cWeIY7777LkII0tLSSE9Px2w2ExgYeN1ylyY1NRWg1L+lv7+/7fUi9vb2ODs739SxapKsI7KOyDpSPllHZB2p7XVEjiauIj/88AOhoaH8/PPPKBQK23KDwVDq+osXL+avv/6ia9eufPrpp4waNYpu3bpVV3FtHBwcmDNnDnPmzOHy5cu2q7t7772XU6dOlbvtypUryc3NZcWKFQQHB9uWHz58uMLH9/T0xMPDg7Vr15b6upOTU7nbq1QqxowZw8cff0xGRgZLly7FYDAwYcKEYscA+OSTT+jevXup+/Hx8cFsNqNSqYiLi6tw+a9V9EWakJBQ4rVLly7ZylHk2vOkIZB1RNYRWUfKJ+uIrCPVVUdky2AVUSgUaLXaYn+YxMRE/vjjjxLrHjt2jClTpjB27FgiIiIICwtj1KhRpKenV2eRS/Dx8WH8+PE8/PDDnD59mry8PKDsq8Oi91r0OoAQgkWLFpXYt06nK/UKb8iQIaSmpmI2m+ncuXOJR4sWLa5b7gkTJlBQUMBPP/3Et99+S48ePWjZsqXt9V69euHq6srJkydLPUbnzp3RarXY2dnRp08ffv3113KvJMv6PHr06IGdnR0//PBDseVxcXFs2rSJ/v37X/e91GeyjljJOiLrSFlkHbGSdaTq64hsGawiQ4YMYcWKFTzzzDOMHDmS2NhY3njjDfz8/Io1lefm5vLggw8SGhrK559/jlar5ZdffqFjx45MmDCBlStXVmu5u3XrxpAhQwgLC8PNzY3IyEi+//57evToYctV1K5dOwDeffdd7r77blQqFWFhYQwYMACtVsvDDz/MzJkzKSgo4Isvvij1y6hdu3asWLGCL774gk6dOqFUKuncuTMPPfQQP/74I/fccw9Tp06la9euaDQa4uLi2Lx5M0OHDmX48OHlvoeWLVvSo0cP5s6dS2xsLAsXLiz2uqOjI5988gnjxo0jLS2NkSNH4u3tTXJyMkeOHCE5OZkvvvgCgA8//JDbbruNbt268eKLL9K0aVMuX77MqlWr+Oqrr3BycqJt27YALFy4ECcnJ/R6PaGhoXh4eDBr1iz++9//MnbsWB5++GFSU1OZM2cOer2e11577Zb/XnWZrCOyjsg6Uj5ZR2QdqbY6csNDThqIolFg1+YTEuJqHp9/69Onj2jTpk2xZe+8844tz1KrVq3EokWLbPst8n//93/C3t6+RPb3opFFH330UbnlLC8/1L8B4rXXXit3fy+++KLo3LmzcHNzEzqdTjRu3FhMnz5dpKSk2NYxGAzi8ccfF15eXkKhUBTLD7V69WrRvn17odfrRUBAgPjPf/4j/v777xKjpNLS0sTIkSOFq6urbR9FjEajeP/99237cXR0FC1bthRPPfVUqbmfSrNw4UIBCDs7O5GZmVnqOlu3bhWDBw8W7u7uQqPRiICAADF48GDx66+/Flvv5MmT4oEHHhAeHh5Cq9WKRo0aifHjx9vSIAghxPz580VoaKhQqVQl8kMtXrxYhIWFCa1WK1xcXMTQoUNL/L3LOq9qM1lHZB0pIutI6WQdkXWkSG2vIwohhKicsFKSJEmSJEmqa2SfQUmSJEmSpAZMBoOSJEmSJEkNmAwGJUmSJEmSGjAZDEqSJEmSJDVgMhiUJEmSJElqwGQwKEmSJEmS1IDJpNOVwGKxcOnSJZycnBrcdEnS9QkhyM7Oxt/fH6WyYV5/yToilUfWEVlHpPJVdR2RwWAluHTpEkFBQTVdDKmWi42NvenJyus6WUekipB1RNYRqXxVVUdkMFgJiia9jo2NxdnZuYZLI9U2WVlZBAUFXXdy9PpM1hGpPLKOlF5HzGYzO3fuJDExEV9fX3r27IlKparJYko1pKrriAwGK0FRk76zs7P8oZPK1JBv/cg6IlWErCNX68iKFSuYOnUqcXFxtnUCAwNZsGABI0aMqKliSjWsqupIw+ycIUmSJEm11IoVKxg5cmSxQBAgPj6ekSNHsmLFihoqmVRfyWBQkiRJkmoJs9nM1KlTEUKUeK1o2bRp0zCbzdVdNKkek7eJq1COwcSxuEyOxmVwJC6Dk5eyyDeWXYHtNCp8nPXYa1UoFArc7LX4uehp5edMeCNX/F3tqrH0klS1LBbB0M92YDRbKDRbMJotGE0CQckfwSIKFKiUCorulCgV1ucalQKtWolercJep8bFToOHgxYvJx2hng4093GisacDSmXDvQ0p1Q07d+4s0SJ4LSEEsbGxREREcMcdd1RfwaR6TQaDVSTHYKL9nPWYLWX/sJXmQmpema+19HVicDs/xvYMwcVOc6tFlKQapVQqOHEpkxusIjfN01HLbU09ebBzED2aeDTo/mlS7ZWYmFih9RISEqq4JFJDIoPBKuKoUxPsbo/BZCEs0IWwQFfCAl1wtS89iBMCcg0mLmcbMBjNCAEpuQZi0/I5Hp/JyYQsTiVmcyoxm8XbzzO1fzMm9AqRP2hSnfbN+C5oVErUSmvLnkalpLxTWggwW6xth0JY/zVbBEaTBYPJQoHRTI7BRFaBibRcAwkZBUQn53D6cjYpOYWsPHyJlYcv0dzHkRcGtaRfS29Zh6RaxdfXt0Lr+fn5VXFJpIZEIUrrmCDdkKysLFxcXMjMzCw2UjLXYMJBVznxdkZeIRtOXmbhtnNEJeUAcF97f94bGYZeI1MN1GZlnR8NSU1/BoUmCwdj0vnz6CV+PxhPbqG1u0af5l7MHdHuul0wjGYLydkGsgqM+LnYyZb5SlbT50dtUPQZpKWlERYWRnx8fKn9BhUKBYGBgZw/f16mmWlAqrqOyGCwElTnF5nZIvhh90Xe+PMkJougdzNPvp3QFZXsC1VryR+62vUZZBUY+WzzWZZsv0Ch2YKTXs1r97bh/o4BJVoJcw0mvt15gUUR58jIMwKgUEALHyfuauPLiI4BBHs41MTbqFdq0/lRU679DP755x9GjhwJUGpA+Ntvv8n0Mg1MVdcROZr4X+bOnYtCoWDatGk1XZRSqZQKxvUM4bvHumKnURERlcLnm8/WdLEkqc5w1mt46e5WrJ3Wm/ZBrmQXmHj+1yOMXrSHvefTsFgEBpOZn/bG0GfeZuatO01GnhGNSoGrvQYh4FRiNgs2RtFn3hYeWbybtccTMJktNf3WpHpixIgRLF++nICAgBKvaTQa2rVrVwOlkuoz2TJ4jX379vHggw/i7OxM3759mT9/foW2q6mr2t8OxPHcr0dQKmDZkz3oGupebceWKk62etTez8BktvDVtnN8vDEKg8kazLnYacguMNoGtgR72DPtzmbc1z4AlVJBUnYB26NS+P1QPNvPplD0DernomdwOz8aedjjrNegVinQqJRoVUrrSGeNCi9HHT4uOnRqeXvvWrX1/KhOpX0GZrOZiIgIEhIS8PX15a233mLjxo307t2bLVu2NNh5nBuiqq4jcgDJFTk5OTzyyCMsWrSIN998s6aLUyH3dwpkZ3Qqvx2M440/T7Lq2V6yM7wk3QC1Ssmkvk25N8yfjzdFsfZ4Ipn51tvBno5anrmjKf/XPRit+uqPrreTnhEdAxnRMZC49DyW7olh2b5YEjILWLz9/HWPqVRAiKcDHQJd6dPCi34tvXHSyz6IUkkqlapY+pjQ0FB69OjBqFGjaq5QUr0kWwavGDduHO7u7nz00UfccccddOjQocyWQYPBgMFgsD0vmjOwJq5q03IL6fXOJvKNZr6d0IU7WnhX6/Gl65OtHnXnMygwmjmdmI2fix4vJ12FL64KjGbWHk/kSFwGlzLyySs0YzBZcycWmiyYzILcQhPJ2QZbC2QRFzsNj98WyqO3hVbagLO6pq6cH1Wpop9BQUEBer2+Gksm1QayZbAaLFu2jIMHD7Jv374KrT937lzmzJlTxaWqGHcHLaO7NeLr7ef5dNNZ+jT3kq2DknST9BoV7YNcb2q7YeEBDAsv2cfrWkIIkrMNRCZmszM6hfUnLnM+JZcPNpzh90PxfPZIR1r5NcxgSKqYawPBvLw87Ozs5He+dMsafIeD2NhYpk6dyg8//FDhq62XXnqJzMxM2yM2NraKS1m+J29vjFalZP/FdPaeT6vRskiSVDaFQoG3s54+zb146e5W/DOjDx8/HI6fi55zKbkM+2wHGyMv13QxpTpg8+bNtG3bliVLltR0UaR6oMEHgwcOHCApKYlOnTqhVqtRq9Vs3bqVjz/+GLVaXer8jzqdDmdn52KPmuTjrGdER2uLxPIDZU9jJElS7aJSKrivvT9/TenNHS28MJgsPP3jQXZFp9Z00aRa7sCBA5w/f54ZM2Zw6dKlmi6OVMc1+GCwf//+HDt2jMOHD9senTt35pFHHuHw4cN1Jqnn0A7WYHD9ycsYZYoLqQp8/vnnhIaGotfr6dSpExERETVdpHrD3UHLorGdubOVD4UmC098t5/o5JyaLpZUi02fPp2uXbuSmZnJxIkTS81HKEkV1eCDQScnJ9q2bVvs4eDggIeHB23btq3p4lVY11B3PB11ZOYb2XE2paaLI9UzP//8M9OmTePll1/m0KFD9O7dm7vvvpuYmJiaLlq9oVEp+XR0OF1D3MkxmJjx8+GbvrAzmMwci8vkn5OXySs0VXJJa7+MjAwWL17MSy+9RFqatevMwYMHiY+Pr+GSVR6VSsU333yDRqNh9erVLFu2rKaLJNVhcgBJPaFSKhjU1ocfdsew5liCHFUsVaoPP/yQxx57jMcffxyA+fPns27dOr744gvmzp17czs1FsDOjyE7AbISoCADDNnWhzEPrm3pUKpB5wgqnfW5Wmd9rlBZpwTR2IPOGXRO1uU6J3DwBrcQ8G0H+roxKEOvUbHg4Q7c9dE2jsRl8vnmaKbe2azC2+cVmvhs81m+3n6eAqM1kPRw0PJsv6aM79kw5jI/evQod955Jy4uLly4cIEnnngCd3d3fv/9dy5evMh3331X00WsNG3atGHWrFm8+uqrTJ48mf79++PtLb/7pRsng8FSbNmypaaLcFPuaefHD7tjWH/yMm+ZLWhUDb7ht16KjY3lwoUL5OXl4eXlRZs2bdDpdFV2vMLCQg4cOMCLL75YbPnAgQPZuXNnqduUln6pBKUatswFUcHWr5u9a6pUQ2AX6DgO2j0Aqlv42kuJgsSjkBkPGjuwcwMnP3D2A0df0Nrf/L6v8HOx441hbZm67DCfbIri3vZ+NPZyvO52GXmFDP1sBxdT8wBwtdegV6tIzCpgzuqTaNVKHukWfMvlq+1mzJjB+PHjee+993BycrItv/vuuxk9enQNlqxqvPjii/z2228cOXKESZMmMWnSJBISEvDz86N37951pquTVLNkMFiPdAv1wNNRS0pOIXvOpXFbM8+aLpJUSS5evMiXX37JTz/9RGxsbLH+QVqtlt69e/Pkk09y//33V/qsBCkpKZjNZnx8fIot9/HxITExsdRtKpR+SaWG7s+A1sEaUNm7g/ZKq57WARTXvA+zEQpzwFxobTE0FUBhrjWQtJjBmHulVTHnauti9iVIPQeZMRCzy/rY9h6MWAyBnW7sQ7CYYdObsP3D8tfTOoKdO9i5WFsqNfbWoFHnZH3u4AkuQeDbFjxblBmY3tfen5WH4tl8OpkP1p/hs0c6XreIfx5N4GJqHt5OOl4f2pa72vhgsgjm/3OGzzZH8+H6M9zb3h/nep7get++fXz11VcllgcEBJR5vtZlGo2Gb775hi5duvDnn3+yfPly22uBgYEsWLBAzmMsXZcMBusRlVJBn+be/HYwjoizyTIYrCemTp3KkiVLGDhwIK+//jpdu3YlICAAOzs70tLSOH78OBEREcyaNYs5c+awZMkSunTpUunl+PctRiFEmbcdX3rpJWbMmGF7XpSYvYS73qrUMpYq/SIcXw67PoO0c/DtYLh/EbS6t2LbW8ywbDScWWt9HtjFevvZZIC8NGvQmZUApnxrwFqYA5kV2K/eFVoNgc6PQUDxYE+hUPDC3S3ZciaZv44l8FRcBmGBruXubvOpJADG9QxhUFtfADQqBdPubM7fxxM5l5zLZ5vO8tI9rSr2vusovV5fakv06dOn8fLyqtJjf/7558ybN4+EhATatGnD/Pnz6d27d5UeE+DChQsIISgoKCi2PD4+npEjR7J8+XIZEErlksFgPdO7mSe/HYyTg0jqEa1WS3R0dKk/ZN7e3vTr149+/frx2muvsWbNGi5evFipwaCnpycqlapEq0pSUlKJ1sIiOp2uSm9d3xC3YOj9HHR5An57DKLWw89jYPyfEHLb9bc/9Zc1EFTrYehn0G5kyXWEAEMW5KZYA0RDJhRkgTHf2v+xMAfyMyA3GdLOQ+Ixax/JQz9YHx0egQGvW1sOr2jp68zwDgGsOBTPvHWn+f6xbmUWMb/QzPYrdb5/q+J9xjQqJa8MbsWj3+5nyY4LPHF7Yzwda8nfpgoMHTqU119/nV9++QWwBtYxMTG8+OKL3H///VV23KJBVp9//jm9evXiq6++4u677+bkyZM0atSoyo5rNpuZOnVqqaOJiy7Ypk2bxtChQ+UtY6lMslNZPdOzqQcAJy5lkZZbWMOlkSrDvHnzKtyicc899zByZCnByi3QarV06tSJDRs2FFu+YcMGevbsWanHqlJ6Z3joJ2g7EhCw8hnr7eTr2f259d8ek0oPBME6iEXvAh5NIKgLNL0T2o6A8Eeg6xNw23QYMAeGfQ6P/g0vXoRxq619GAEO/wiL+ln7JF5j+oDmKBUQEZXCuXJSzew6l4LBZCHA1Y4WPk4lXu/bwpvWfs4Umi1sutKCWF+9//77JCcn4+3tTX5+Pn369KFp06Y4OTnx1ltV1xJ97SCrVq1aMX/+fIKCgvjiiy+q7JgAERERxMWVnV9WCEFsbKxMBSWVSwaD9Yy3k56Wvk4IATujZetgfWQymfjnn3/46quvyM62BjOXLl0iJ6fq8tLNmDGDxYsX88033xAZGcn06dOJiYlh4sSJVXbMKqFSw73zwaURZFyE9bPKXz/+oLWvoVJjbVmsLEoVhN4O9y+GxzeCW6i1PF8PgIQjttWC3O3p09x6IfBrOQnliwK8vi1Ln45SoVAwoLW1Fbe+z3Di7OzM9u3b+e2333jnnXd49tlnWbNmDVu3bsXBwaFKjlk0yGrgwIHFll9vkFVWVlaxx81ISEio1PWkhkkGg/XQbU2tt5q2R8lgsL65ePEi7dq1Y+jQoUyaNInk5GQA3nvvPZ5//vkqO+6oUaOYP38+r7/+Oh06dGDbtm2sWbOG4OA6ODpV5wTDPrP+/8ASSDlb9rpFrYJt77eOGK4KgZ3hsQ0Q0Any02HpQ5B99Zb8g52tfS1/OxCHqZS8g0IINkVag8H+LUu/bQ9wZyvraxFRKRQYS86sVN/069eP559/npkzZ3LnnXdW6bFudpCVi4uL7VFqn9oK8POr2HlZ0fWkhkn2GayHejXzZPH280REpZTbyV+qe6ZOnUrnzp05cuQIHh4etuXDhw+35QCsKs888wzPPPNMpe3PIizsSdiDwWygwFRAoaUQo9mIWZixXJNuRqlQolQoUSlUqJVqNCoNOqUOvVqPo8YRZ50zXnZe2GtuIK1L6O3QfJC1L+DehXDPeyXXKcyFk6us/+9exS2gjl4w5ndYfCeknLEOWBm/BjR6+rfywcNBS1K2ga1nkunfqnjAsftcGpcyC7DXqujRxKOMA0DbAGd8nHVczjKw+1xqvc1F+vHHH5e6XKFQoNfradq0KbfffnuV9J+rkkFW19G7d28CAwOJj48vcxYSR0dHevXqdcP7lhoOGQzWQ91C3dGoFMRn5BOTlkewR9XcGpGq3/bt29mxYwdarbbY8uDg4Do5u8KTG56stH05ahwJcgoi2DmYxi6NCXUNpYlLE0KcQ9CoSkmn0u0pazB4+Efo90rJxNQXd4LZYL2l7NeBrMIslhxfwv7E/URlRGGyWGf20Cg1aFVa7NR2aFVatEotKqUKtUJtDWKVKvQqPfYae9z17vg5+NHCvQXtPNvhonO5ejy9Czy8DBb3h/gDsP4VGPw+WrWS4eEBLN5+nqV7YkoEg9/vvgDA8PAA9JqyAxyFQkH/Vj4s3RPDxsikehsMfvTRRyQnJ5OXl4ebmxtCCDIyMrC3t8fR0ZGkpCQaN27M5s2bb7o17t9qcpCVSqViwYIFjBw5EoVCUWpAmJOTw6OPPmqbsUSS/k0Gg/WQvVZN+0BX9l9MZ8+5NBkM1iMWiwWzueQtvri4uGIJdusCpUJJa4/WqBQqdCodOpUOtVKNWmkNooqYLdaWQrMwYxZmCs2FGMwG8k355BpzyTBkkG/KJ8eYQ2RaJJFpkcWOo1FqaO7WnD5BfRgSOoQg5ysBQOO+1lx/KafhyE/W4PBaZzda/23ajyMpR3lh2wvE55QMuA1mAxhv/P2rFWp6+PfgoZYP0Tugt7UFyaOJNQ/ij/fDvkUQ2htaD2V0t0Z8veM8G08lcToxmxa+1r91QmY+605Y+wCO7RFy3WPe2cqbpXti2HQqiTduvMh1wttvv83ChQtZvHgxTZo0AeDs2bM89dRTPPnkk/Tq1YuHHnqI6dOnF8vJdyuuHWQ1fPhw2/INGzYwdOjQSjlGeUaMGMHy5cuZOnVqscEkQUFBjBgxgk8//ZS///6buLg4QkNDq7w8Ut0jg8F6qntjD/ZfTGf3+VQe7FI5V79SzRswYADz589n4cKFgLW1Jycnh9dee4177rmnhkt3434e8nOl7CfXmEtCTgKx2bFczLrIucxznMs8R3RGNDnGHE6knuBE6gk+P/w59za+lykdp+Dr4AvdnoS/noN9X0PXJ62jgotEW4PBVS5uvLZ2PCaLiUDHQJ7u8DRtPNpgr7bHggWTxUSBqYACcwGFZuutbpMw2YJYkzBhMBvILswmNT+VuOw4Tqad5GLWRSLiI4iIj6CHXw9e7v4ywc7B0OxO6DUVdiyAPyaDVysaezXn7ra+rDmWyJdbo/loVAeMZgsLt53DbBF0DXW3BYjl6d7YA6UC4jPyScoqwNtZXymff23yyiuv8Ntvv9kCQYCmTZvy/vvvc//993Pu3Dnee++9Sk8zM2PGDMaMGUPnzp3p0aMHCxcurNZBViNGjGDo0KFERESUmIHkzjvvxNfXVwaCUplkMFhPdWvszqebYc+5tOuuK4TgUGwGqw5fomcTDwa28a2GEko346OPPqJv3760bt2agoICRo8eTVRUFJ6envz00081Xbwa46BxoKlbU5q6NS22XAhBXE4cBy4fYM25NexK2MXqc6vZcHEDY9uM5dGWI3FY+5K1dTD5FGnOPkSmRlKQFUdGQTwHvTxZdf43AAYED2BOzzk4aSunBfZc5jlWnFnB0lNL2ZWwi4f+fIi3bnuLfo36Qb9ZELMHYnfD0gfg8Y083acpa44lsurIJQwmMzvOppKZb22SHFeBVkGw3jVo4uVIVFIOx+Iz6V8Pg8GEhARMJlOJ5SaTyXYb19/f3zYSv7KMGjWK1NRUXn/9dRISEmjbtm21D7JSqVTccccdJZYPGTKk2PMdO3bQrFkzOY+xZKMQZfU4lSosKysLFxcXMjMzcXZ2vv4G1SCv0ETY7PWYLIKImX0Jci+9c73JbOGp7w+w8UpqCo1KwW9P97zubAdSxVX2+ZGfn89PP/3EwYMHsVgsdOzYkUceeQQ7O7tKKG3VqC115HjKcebtm8fBpIMA6FV6OlpU6HOSiXH146yx9KlDHm/3OJPDJxe7fV1ZYrNjeWX7K7YyPd/5eca1GWdNYL2onzXljGcLGPgmT2+BM+cv0El5hpaKWNw0RoJ8vQjvMxxVkz7Wqe+uY8Yvh1lxMJ5pdzZj2p3NK/393IzKPD8GDx5MYmIiixcvJjw8HIBDhw7xxBNP4Ovry59//snq1av573//y7Fjxyqj+JWiuurI3r176devHwEBAaxfv57AwMBSWxOl2qWqzw8ZDFaC2vJD92/DP9/BoZgM3n+gPSM7BZa6zrYzyYz9Zi8alYIgd3vOJefSyN2eP6fcVu/nMK0utfX8qE616TMQQrApdhPzD8znQtaFEq+HOIfgnJ2EQ14qLX060aPbNHr496jSMhktRt7f9z5LTy0FYHL4ZJ4MexKST8OSuyEv9fo78WgGk/ZYcxiWY8mO88xZfZL+Lb35enzlT1t4Myrz/EhMTGTMmDFs3LjRNljCZDLRv39/vv/+e3x8fNi8eTNGo7FEXsCaVF115MyZMwwYMICYmBg8PDxQq9Vcvnw196Scz7h2qurzQ94mrse6N/bgUEwGu8+llhkMrjxk7RA/qksQ/xnYkns+jiAmLY+5a04xd0S76iyuVAGrVq0qdfm1aTNkv6DyKRQK+jfqT7+gfkRnRLMvdiuKf2bjZyykzf/9hadXK5jX1DqN3L0vgH/H6+/0FmmUGl7s+iJuejc+O/wZnxz6hAJTAZPDJ6N4dj9s/xD2LrbOf6yxB78OENjJOr9xVjwcXgqpUXD5OPi1L/dYYYHWEczH4isygXLd4+vry4YNGzh16hRnzpxBCEHLli1p0aKFbZ2+ffvWYAlrVvPmzdmxYwfdu3cvNQOBnM+4YZLBYD3WLdSdL7ZEsys6tdR8V3mFJtadsPahGR4egIu9hg8fbM+ohbv5dX8sT/dpQiOPG8jdJlW5YcOGlZo+omiZQqHgtttuY+XKlbi5udVQKSvubP87rfP6lkKh0aDQagAFKJUoNBqUej1KR0eUDg4oHR1Rubqi9vBAExiINiQYbVAQigqmzlAoFFf7GR75E6I3QfQWSL9oDQTdQsA/vNLea0XKM7H9RPQqPR8c+IBFxxaRb8rn+c7Poxr4JvSfbV1RVcrXdmY8RK2DC9uvGwy29nNBqYCkbAOXswrwqYf9BgFatmxJy5Yta7oYtZKfn1+ZOQnlfMYNU60LBqOjo1myZAnR0dEsWLAAb29v1q5dS1BQEG3atKnp4tUpXUPd0amVxGfkcyoxm1Z+xZuWN5y8TG6hmSB3Ozo2sgYO3Rp70Ke5F1vPJPPxpijef6D8Hxapem3YsIGXX36Zt956i65duwLWPkCvvPIKs2bNwsXFhaeeeornn3+er7/+uoZLe33GS5fKDAZvikaDvnlzHHp0x6FXL+w6dUL5r5yMpWozwhoM7v4CfNpcXVYDCdvHtx2PXq3nrT1v8UPkD8Rkx/BO73fKH7gSctvVYLDHpLLXEwK7Q4t5zDWFRekdOBaXiU/r+hUMms1mvv32WzZu3EhSUhIWS/FZWzZt2lRDJas9IiIiuHTpUpmvXzufcWkDUqT6p1YFg1u3buXuu++mV69ebNu2jbfeegtvb2+OHj3K4sWLKy0nVENhr1XTu5kn/0QmseHk5RLB4B+HrV8GwzoEFGs1nD6gOVvPJLPiYBzP3NGExl6O1VpuqWxTp05l4cKF9OzZ07asf//+6PV6nnzySU6cOMH8+fN59NFHa7CUFRfy87LSXxACYTIhjNbRssJsRhiNiIICzNnZWHJzseTkYk5Px5SSQmFsDIUXLiLy8ig4cYKCEydIXfw1Cnt77Dt0wC48HLuwdujbtUPt7l7yeGGjYOfH1tk/zm+1LmszvOR6V1gMBkzJyZiSkqyPlFTMmRlY8vIQBQZEoQGLwQACUIDK0RGVuwe6Jo3RtWiJNjSk3JmBHmr5EM5aZ17d+Srb4rZx/6r7mdpxKneH3l36IJaQ26z/XtwBFnPZ/Qaj1sPfM3kZyFQ9wdH4ZtzZuuwp7OqiqVOn8u233zJ48GDatm0rZ2AqhZzPWPq3WhUMvvjii7z55pvMmDGjWALdvn37smDBghosWd01sLUv/0Qmsf5kIlP6N7MtT82xTm0FMLRDQLFtOgS50r+lNxtPJfHZ5mg+eFC2DtYW0dHRpXYednZ25ty5cwA0a9aMlJS6MS+1XVhYpe1LWCwYL10i/+BBcnfsJGfHDswpKeTu3Enuzp229XStWuHY53acBw1C16KFNVhQa+GeefDdlQTBHk3B19pnVgiBKTGR/GPHyD90mLx9+yg4eRIsJecJriiVhweOd/TBfexY9Nf0ZbvWPY3vIdglmBmbZ3Ap9xIvRrzIl0e+ZESzEdzX5D487K6Zes43DHTOUJBZdr9BIWDru7anc9WL+SwqCAbUjhHFlWXZsmX88ssvdTLvZnWR8xlL/1argsFjx46xdOnSEsu9vLxITa3AaDqphP6tvFEq4Hh8Fpcy8vF3taae+OtYAmaLoF2AC029S7b8Te7fjI2nklh52JqCoqzUNFL16tSpE//5z3/47rvv8PLyAiA5OZmZM2fSpYt1ZGhUVBSBgaUPGKptLBaBUlk5LTcKpRJtYCDawEBc7rsPYbFgiIoi78AB8g8fpuD4CQrPncMQGYkhMpLUL79C7e+HXZu2qDzcQYA4E4YlORazvTPmf4ZjKcjHlJyCyMsreTytFrWPD2ofb9QenqicnVE6OKDQ61Dq9Sg0WlApwWzBnJONKSmJwrPRFJw6hTk1lczfVpD52woc+/XDZ+Z/0IaElDhGG482/DHsD74/+T1fH/+aC1kX+PDAh3x88GP6NurL852fx9/R39qPsFGP8vsNRm+0TnOntiM5oD9eF//k/uTPQUypkdvhVUWr1dK0adPrr9iAVWQ+Y5VKVWz+c6l+q1XBoKurKwkJCSVGQx46dIiAgIAytpLK4+Goo3OwO3svpLHh5GXG9QwBro4iHhZe+ufaIciV3s08iYhK4cut0bw1XI4srg2+/vprhg4dSmBgIEFBQSgUCmJiYmjcuDF//PEHYJ2HdNasWTVc0or5asoWFCjQ6FQoVdcEJApQa5SotdbbnQqlAo1WhUZnXabRq9Dq1OgdNTi4aHH3d8Aj0Amd3dWvNIVSib5FC2vL2+jRAJhSU8ndvp2sDRvI3RaB6VIC2Zf+fSvMDki88rhCpULXpAl24eHYd+6EfefOqH19b+oWpKWwkPyDh0hftozs9evJ2bSJnIgIPJ98Es+JT5UYAKNX63ki7AlGtxrN2vNr+S3qN46lHGPDxQ3sS9zHu73fpWdAz6v9BiP/hC5PWFs7r7XtA+u/nR8lr/10cr/cQACJiLh9KIK63vD7qK2ee+45FixYwKeffipvEZehvPmMi56bzWZ69erF0qVLSyStluqfWpVncObMmezatYtff/2V5s2bc/DgQS5fvszYsWMZO3Ysr732Wk0XsVS1KYdaaRZHnOPNvyJp6evEn5NvIz4jnz7ztqBUwO7/9sfbqfQO5LvPpfLQwt1oVUoiXuhbb0cdVrXKPj+EEKxbt65Y2owBAwagVFZ+QuTKUtpnYDFb+GLSlso7iAI8AhwJbO5GSJgHfs1cUanK/kzMObnW/oWRJ7Hk5AKg1OtQ2NujdnVF6eKC0s4elasr2qDACo9SvhGGc+e4/M475G6LAEDfti0B788rtZXwWqfTTvPqzlc5mXoStULNz/f+THOTgM+7g7BY0+E8+B24XpmK0mKGNzytr005TIFTI9a8fh8jVNspCH8U/dCPKv293YjKrCPDhw9n8+bNuLu706ZNG1uuwSIrVqy4pf1XlZr4HVmxYkWp8xm//vrr/O9//2PLli0oFArmzp3LzJkzZXBdgxpU0mmj0cj48eNZtmwZQgjUajVms5nRo0fz7bff1toh7rU9GEzLLaTv+1vIzDcy+97WXMosYOG2c/Ru5sn3j3UrczshBA9+tYt9F9IZ3zOE2ffJ0dw3o7afH9WhtM9ACEFBrhGjwYzJYMFiufpVJITAbLRgKjQDYDELjIVmTAYzxkILRoOZwgITBdlGctILSInPISfNUOyYOgc1jTt40aSjN4Et3FCpa2+wnPnXXyTOeR1LVhZKe3t8Z7+Gy333lbuNwWxgyqYp7Ly0k8GNB/NO73fg9N/w+0QoyLD2eXx8I6h1kH0ZPmgOKGBWCqjUTH5jHp+Y38Skc0M9MwpUNZdkvjLryIQJE8p9fcmSJbe0/6pSU98TZrO51BlIjEYjU6ZM4csvvwTg//7v/1i0aBEajUbOWFIDGlQwWCQ6OppDhw5hsVgIDw+nWbNm19+oBtWFH/sfdl/klZXHUSkVmK/86C54qEOJwSP/tvNsCqMX70GrUrJ15h34udTeKc9qq8o+PzZu3Fhm2oxvvvnmlvdfFaqjjuRmGrgUlUHMyTQuHE2hIMdoe02rV+HfzBXfJi54hzjj3cgJnX3tmmHHmJjIpf/MJG/fPgBchg3Dd9YrKB0cytzmZOpJRv05CpVCxZ/D/yTQKdCaJ3FRXy4WZvJV824cUgkKjXksij5OY60b/OcsAMM/3cbC5P/DS5EJD/8MLQZVy/ssTV34Dq1qtfUz+OKLL5g8eTJms5n27duTmpparCVRzlhSPRpkMFjX1NZKfC2zRTD88x0cjctEpVQwtX8zJvdret1mfyEEDy3czZ7zafxf90a8OUz2HbxRlXl+zJkzh9dff53OnTvj5+dX4u/3+++/39L+q0p11xGL2cKlqAzOHkzm/OFk8rIKS6zj7u+Ad4gzHv4OOLrp0epVqLVKVBoVdk4aHJx1qDTV25oozGZSvvySlM8+B4sFbXAw/u+/j127tmVu89SGp9h5aSejWozile6vWBdG/smTW6ex65r5qm/Py+cz4Q3PWEdWP/PjATpHvsej6rUQ/n8w9LMqfW/lqQvfoVWtNn8GmzdvZtiwYWRlZZV4reg7SM5YUrUaVDA4Y8aMUpdfO9XW0KFDcS8tT1gNqs2V+FoXU3NZFHGO4eEBdAqu+GdY1HdQo1JwcNYAnOScxTekMs8PPz8/3nvvPcaMGVNJpaseZX0GGxZZO/krlCqUKhUKpRKlUolCoUCpVqNSqa3/qjUo1SrUWi1avR06ewf0jk44uLrh4OqGspzbVMIiSIrJJuFsBonnMkm6mE12asF1y6xQKnD3d8An1Bm/Ji74N3XFyUNfLf2m8vbvJ/75/2BKTAS1Gq8pU/B47FEUpbzPvQl7eWz9Y+hVenaO3olGqSEqPYoRq0agFILX3DrzRsYhTFhYhB/dx60H4M0/TxK9cwVLtPOsqXQmH6jy91WWyv4OXb58Ob/88gsxMTEUFha/EDh48OAt778q1ObfEbPZTHBwcKnT14H1NzowMJDz58/LW8ZVpEHNTXzo0CEOHjyI2WymRYsWCCGIiopCpVLRsmVLPv/8c5577jm2b99O69ata7q4dU6wh8NNtex1b+yBXqOkwGghI88og8EaVFhYWCzhdF0mhODoP2tveT8KhRIXbx/cA4MIaNGaRm3b4xPaBMWVATUKpQKfEGd8Qq5+geZlFZJ4LpPk2GzSLuWSn11IYYHZ1k8xP9uI2WQhNS6H1LgcTkZYE7Q7uukIbOVOo9buNGrjUWz0cmWy79yZxit/J+G12WSvW0fyhx+SGxGB/3vvovlX7rfOvp1RK9UUmAtIyUvBz9GPHyJ/AKB/Xj4jnLWcdmnJ0syTfKDM5GdhQalQEuBmx6+WK11wUs9Cbgo4eFbJ+/l8y1kKjBam39msyoPpjz/+mJdffplx48bxxx9/MGHCBKKjo9m3bx+TJpUzO4tUpoiIiDIDQZAzltQHtSoYLGr1W7JkiS3yzcrK4rHHHuO2227jiSeeYPTo0UyfPp1169bVcGkbFo1SSQEWTJZa05DcID3++OMsXbq0zqSOuZ5eo8YgLBYsZhMWiwWL2YwQAmE2Y7GYMRuNWMxmzCYTZpMRs9FIYX4+hrxc8rOzyMvMwGI2k3E5gYzLCZw7sBcABzd3mnXtQZs+d+LTuGR3CHtnLY07eNG4g1ep5RJCkJth4PKFLBLPZZFwNoPki9nkpBs4tTOBUzsTUKoUBDR3JbitJ4Gt3HD1sUelUiIsArPJgtl0ZVCMANWVNDk3klNR5epKwPyPyFzxO4lvvUXevn2cv38kAR99hEO3q6lglAolPvY+xOfEcznvMlqVlj+j/wRgbGYW2MUx0bc1v1uOc4o8otKjaOHeAn9XOzJxJEbViEbmGIjZDa0qP4XIxsjLvLf2NAAdglzo17JqZzz5/PPPWbhwIQ8//DD/+9//mDlzJo0bN+bVV18lLS2tSo9dX8kZS+q/WhUMzps3jw0bNhRrAnV2dmb27NkMHDiQqVOn8uqrrzJw4MBKO+bcuXNZsWIFp06dws7Ojp49e/Luu+/SooxZARoq9ZUccEbzzc+6IN26goICFi5cyD///ENYWFiJtBkffvhhDZXsxikUCrqPGHVL+xAWCzkZaWQkXOLy+WjiIk8Qc/wIuelpHF73F4fX/YW7fyAte/UhNLwz3qGNUZY1Vdu/yubopsfRTU+TcG8AjAYzCdHWASoXj6WScTmP2Mh0YiPTAVCqFGj0KgrzTKVPt6wAvYMGB1cdrt72eAQ44Bvqgk9jZ7T60r+KFQoFrvePwL5zJ+KmT8dwMpKYRx/F7603cR02zLZeUTCYmJvIqbRTFFoKaesUQntDDGTG4uYcQJihkD12eo6mHKWFewsCriSg3y9a0IgYiK38YLDAaGbO6pO25x9tiKJvC+8qbR2MiYmxtZ7b2dmRnZ0NwJgxY+jevTuffvpplR27vqroTCQ//PADt912G0FBQcWWlzViWao9alUwmJmZSVJSUolbwMnJybaOq66uriX6gNyKrVu3MmnSJLp06YLJZOLll19m4MCBnDx5EodyRvE1NJor+dpkMFizjh49SocOHQA4fvx4sdcaYg4whVKJk7snTu6eBLUJo/OQ4ZiMRmKOHyYyYgtn9+4i7VIcO3/9kZ2//ojWzh7fJs3wbdoc/+at8GvWAntnlwodS6NT0ai1B41ae3DbyGZkXM7j/NEUYk6kkng+C5PBjCHXVPYOBBTkGCnIMZIal0P0la5rSrWCgGauNA73pmlHb/SOJbthaIODCfnxRxJefY2s1atJ+O/LKB0ccB4wAAAfB2tr2+W8yyTmWpNld/bphIJtkJUA2QmEGQzWYDD5KA80f8A2G9H2giaM0G6AmD0V/NQrbuG2c8Sk5eHtpCPHYOJYfCb/RCYxoArnQ/b19SU1NZXg4GCCg4PZvXs37du35/z582XOtiGVryIzlgCsWbOGDh06EBsbi729ddaq0nIZyhHItU+tCgaHDh3Ko48+ygcffECXLl1QKBTs3buX559/nmFXroL37t1L8+aVN5fm2rXF+ywtWbIEb29vDhw4wO23315px6nrioJBk1l+mdakzZs313QRaj21RkPj8C40Du+CIS+Ps/t2cWbPDuIjT2DIyyXm+BFijh+xre/o4Ymrjy/2Ti6otFqUKhUanR47Jyc8G4Xg26QZzp7eJY7j6mNP+IBGhA9ohLAIstMLMBks6BzUaHQqVGql7bawyWShMN9EQY6R7NQC0hPzSI7NJjE6k+y0AlsLY8SyM4R28KJtnwACmrsWC/CVdnb4v/cuCq2GzN9WcGnGc2h+/AG7sDB8HXwBSMxNJDY7FoBA9+agUILFCJdP0B5rHsajyUcBcLPXoNco2W+6chfk0iEw5oOmctJHXUjJ5bPN1jQ2rwxpTWRCFl9siWb+P2e4s1XVtQ7269eP1atX07FjRx577DGmT5/O8uXL2b9/vww+btL1ZiwBePvtt1m7di09evQoFgiOHDmyRAAZHx/PyJEj5QjkWqRWBYNfffUV06dP56GHHsJksl5hq9Vqxo0bx0cfWTPkt2zZksWLF1dZGTIzMwHKHbFsMBgwGK4muC1tuH19o5G3iaU6SGdvT5s+/WnTpz8Wi5mUmIskRp8hIeo08acjSb8UR05qCjmpKeXux8nDi8BWbQhs3Y7gdh1w8S7eslver94AAHzUSURBVKVQKnD2KDuI0mhVaLQqHFx0eAQ4EhJmXS6EsLYwHkkhav9lUmJziD6YRPTBJLyDneg0KITQDp62H1yFQoHf669jzsgkZ+NGEmfPIeTXX/Cxv9oyGJdtbYEJcg4BJz/Iiof8NNpdGVBzLvMcWYVZOGudCXC1IzrZm0K9J9qCFGtAGHzrA5SEELyy8jgGk4XezTy5N8yP3k09+W7nBRx0ajLyjLg5aK+/o5uwcOFCW/7NiRMn4u7uzvbt27n33nuZOHFilRyzIRgxYgTLly8vtZVv/vz5jBgxghdeeMH22202m5k4cWKpLYlCCBQKBdOmTWPo0KHylnEtUKtSyxTJycnh3LlzCCFo0qQJjo6O1XJcIQRDhw4lPT2diIiIMtebPXs2c+bMKbG8NqYEqCx3friVs0k5/PREd3o0kZOX34jKTgmwb98+fv3111LTZsiptm6MIS+P5Jjz5KSlkpeZicVkxGw2YzIUkJOeRtKFc6TEXMBiNhfbziOwEY07daVp5274Nm1eoX6IFZESl83xbZc4vSsBk9Ea0PiEOtPr/qb4NXW1rWdKSSH67nuwZGfjO3s2B3t6Mm3TVP7vnD/7nJI57W1izfA1BP36GMRevf17T9vuxOZe4qs7v6JnQE/GfL2HiKgUdgQvJuDyJhj0DnR/+pbfx8pD8Uz7+TA6tZL1028n2MPa5SY2LY9AN7sSrYK19fyoqLfeeou//vqLw4cPo9VqycjIuOF91JXPoKL9/7Zs2ULfvn2vu7/NmzfLEcgV0KBSyxRxdHQkLCys2o/77LPPcvToUbZv317uei+99FKxnIhZWVklOszWN+qi210W2TJYk5YtW8bYsWMZOHAgGzZsYODAgURFRZGYmMjw4cNrunh1js7ensCW5U+zaCwo4FLUKeIijxN74iiXzpwiNS6G1LgY9v2xHDsnZ0I7dCKkfUcateuAg6vbTZfHM9CJO0a3oNu9oRzZFMuRTXFcPp/FivcP0ub2AHoMb4LOTo3a0xOvyZO5/PbbJH/0Eb7dP6bDOcF9v8TS2wEmP6vF19EXnK+ZYUihIsy7A7HnL3Ek5Qg9A3raBpEkqP0JAOvsJbcoI6+QN/60DhqZ3K+pNRBMOAJmE0GBnW55/xUqQ0YGe/fuLXWWnrFjx1b68QoLC3nggQfo0aMHX3/9daXvvzZRqVQVCt7kCOS6pVYFg7m5ubzzzjtlTrV17ty5Kjv25MmTWbVqFdu2bSMwMLDcdXU6HTqdrsrKUhtp1XIASW3w9ttv89FHHzFp0iScnJxYsGABoaGhPPXUUxUe8VebGC/nglKBQqmAKxccCqUCVArbv6BAoQTUyhoZJKPR6wlu14Hgdh0AKMjJ4fyRA0Tv2835wwfIz87iZMRmTkZY+3O6+vrh07gZHoFBaPX2tv0olAq0dvbYOTnj7OmFi7cPWjv70g6JnZOW7kOb0O6OQPb8cY7InQmc2BZPXGQad09sh0eAI26jHyb9p58oPH8e512RdDljvcnjlgsDLjqjUWrA5ZrvMgdPwrza89f5NRxLPgZAYy9ri93uNCc6A2TE3PLn9faaSFJzC2nu48iTtzeBi7vgf0NAqbFOhaer2js9q1ev5pFHHiE3NxcnJ6di54xCoaiSYLDoTtG3335b6fuuqyr6fVQXv7fqo1oVDD7++ONs3bqVMWPGlDrVVlUQQjB58mR+//13tmzZQmhoaJUfsy4qahk0ygEkNSo6OprBgwcD1ouS3NxcFAoF06dPp1+/fqV2X6jNLi84CDdyfaFWoFApUaiVKLRKlPYalA4a1K46VO56NN72aPwdUbtW3cWa3tGRVr360KpXH8wmE5dOn+T8kYNcOHKQ5IvnyUhMICOxYq0dju4eeIc0xqdxUxq1aY9f85ao1Fe/lh1cdPQb24rm3XzZ+L+TZCbns/zd/Qx4tA2NO3jhMvQ+kucvwLJhG53OXq2b/fZfmZf52mDQ0ZswL+sdlxOpJwB4oFMQn2w8y/5MR9ACGbfWMrgrOpVf9lv7k709vB3avET4ZSxYTNZHzuUqDwafe+45Hn30Ud5++23bQIbaqL73Pa/ICOSgoCB69+5dzSWTSlOrgsG///6bv/76i169elXbMSdNmsTSpUv5448/cHJyIjHRmpbBxcUFO7vKGVVXH6hlaplawd3d3ZY3LSAggOPHj9OuXTsyMjLIy8ur4dLdGGERKO3UCLMAs7iSm09Yg8OykpubBMJkRhjMkAvmdOuPqeFfq6ncdOibuqFv6Y6umStKbdV0UFep1QS1CSOoTRi3jx5PQW4OCWdOkRxzgbT4OMwmo21di9lMYUE+eZkZZKckk5+dRU5aKjlpqZw7uI9dy39Ca2dP087daNmrD8Htw219EQNbuPHgf7uwfvEJ4k6ls3bhce4c34qQQYNInr+AvJ07cQcMatCYIehsJoboaHTXBIM5ifY4fPA/Xjlk5pxfCqb78nBzsOfJ2xuz8h9rECgyLqIQAm7iQjzHYGLmb9ZR2qO7NaJzgB18OxJyk66ulJcKHk1u4pOuuPj4eKZMmVKrA0Gw5ritaxdvN6K8EchgbaWdP38+KpWK9evX4+bmRpcuXQCZl7Am1Kpg0M3NrdrnHf7iiy8A/r+98w5vqm77+Odkp+lI996lbErZQ1AEBJUhCG4FURQVBPV9nA/ujQMnbtTHhSIiKlP2kD0LpbSlpaV7j7TZ5/0jbaC2QIGWtvR8riuQnHknPb/ke+7fPerFQCxcuJCpU6deUltaMyqptEyrYMiQIaxZs4bu3btz0003MXv2bNatW8eaNWsYPnx4S5t3XggygaC5AxtcJ4qiQxDWiELRLiKa7Yg2e40gtGM327BXWbFXmLGWmrAWVmPNM2DJr8JWYsKwKxfDrlxQCKij9Kgj3FGFuKHwc0HuoWqWmQeNzpXI+D5Exvc557bGykqKTmaQl5ZKTvJRThzcV2fK2d3Xn56jrqfnyOtQajRoXVWMnRXHuv8dJWl7LmsWHuGaaV1Rd+mM6UgiAPuiBeR26JssUvrLYvzvGgWA1Sjj5J8nEa2Z9AB6pIuk3Xwz4R98yLQrIvnm0OeMcAtickUlUypz0bidmrpLyCrjjwPZDO/sT7/IM38/v7o8kcziaoL1Wp4aHQtL74esPaD1BJUblGU4xGAzM2rUKHbv3k1UVNRFHedMiYKns2vXLvr0OfffuiHaQ+z5mTKQQ0NDnRnIlZWV3H333eTk5DBt2jQGDx7Ms88+K9UlvMS0qmzi7777jt9//51vvvmm1d/VnU5byQK7GKYu3MmGpALmTerB5D6X1xdWc9OU10dxcTFGo5GgoCDsdjtvvfUWW7ZsISYmhrlz5+LpeeHJC83JpRwjdpMVc3o5xqQSqhOLnN7D0xE0clShbqjC3FGHu6MKcUXmcmE9t0W76BSktjITtlITtkoz9koLosXu8ICq5AgaOXKdErmHGmWADmWAC4JSftpx7GQfO8rRbZs4unUjxkqHB1jr7sGAiTcTN/I65AoFol1k449JHN6cjUwhcFX0Sfj0VQA+ul6GVQ6zl9nRxscT8cUHMC+KwiOuFBx0RxUdzVfRmYzdYsajylHMOv3D2czZ9rjTjkC1D9+P+xkPlTcPfr+XvxPzHJ+ZAPcNjeKxkR2dMcS1LDuQzcM/7gPgh+n9GZT5JWx41REneNdS2DIfUtbA+I8g/o56n+HFXh/Lli1zPi8oKODFF1/k7rvvpnv37vW69IwbN65RxywsLKSw8OwlhyIiItBoNM7XX3/9NXPmzLmss4kvhLN5+oqKinjkkUf43//+d8b9a2/c2nNdwua+PlqVGIyPjyc1NRVRFImIiKg3iPfu3dtClp2dy3kQ1zL9292sOZLHqxO6c1v/sJY2p03RHq6Pc9FSn4EoiljzqzAeK8V8sgJLdiXWImOD09BydxWCWu6YqTZaES12BIWATKNA7qlBrlej0KuRaRUgCFjyq7DkGLDkGBDNtgbOfnYEpQx1jB5tNx+0Xb2RndaSzmI2cXTLRnYu/YXSPEf8oXdIGCPvm0Vwx87Y7SIrPz1E2oFC1FoZcZtfRludzX+nxqIzijz9w3EUOg2xO3fAy4GkLHXHWqUg8PXXuNH8AZb8PD75yQOhsJi/Bqn55kobfavknFCZyFcouDbyWq72eoQZ3+1FIROIC9Wz54Sj7V6/SC8+uaM3XjV1ArelFDJl4U4sNpH7hkbxdGw2fHcjIMK4D6HXnbDkfjj4E4x8EQbPrvdZXOz1IZPJzr0RDlFhs53/36qxSGLwwtm8eTPDhw/HYrE0uF4QBEJCQkhLS2uXU8btqrTMDaf12pRoXdQWnZZKy7Q8drudlJSUBjPupa45dREEAaW/DqX/qdaSotWOJa8Kc0Y55hPlmDIqsBUbsZXXb3MpmsBusDoE5NmQgdxdjVxf83BTIdMpHbGKMgHRbMNebcVeacFaYsSSa8BeacGYWIwxsZiS32S49PTFbWiIIwlGpab71dfQ9crhJKxfw5afvqXoZAaLnn+CK++YRq/rxjPynq78/u4+8tLKOTj4aURtKSNT9QBsusKMqyGL7K8O0KU4FmtVIXI3F9yvvRb3ld+Q4pZP1Zw70P33fUb/YyJ3QGee1LmQd3IltwQFsiJtBWX58YA7dwwI5/lxXVl1OJf/+/kAO9OKGfvBFkZ28aeg0sSqhFysdpHruwfyxCA3+Gw6IELvqQ4hCOBSU5u0maaJ/z0OLjUZGRkUFxeTkZGBzWZj//79AMTExFyyOrltHZvNdkYhCI4bu8zMTDZv3izVJWwGWpUYfO6551raBIkzoKi58zZbJTHYkmzfvp3bbruNEydONBiQ3Zxej8sFQSFDFeyKKtgVBgYBDk+gJb8KrCLIQFArEJQysNkdYrDEiK3UhLXEiGi2IdpEFD5aVIE6lIE6FD5aBHnjvFPg+GGz5BioPlxE9YECrIXVVO3Oo2p3Hto4XzxGhqPw0SKTy+kxYjSxA65g7VcLOLp1Ixu+/YL89ONcc//DjJkZx+/z91GYWQkmPVbBjFVhRoMr5e6RHNldQqblQeLlb+I9cSwytRp3lcOrUNwnmuK+YYTuyuCG9dX43BOHz/E/6FmmZ7++lB1lXwBzuCLGB4BRXQOIfFDHtK93cbKkmq+3pTvfz4jO/rw9uQfynyY5BF9ADxj9xqk37FITa3gJYgZbgmeffZZvvvnG+To+Ph6QCiqfD1JdwpalVYlBidaLszfxmbI8JS4JM2bMoE+fPvz111+XpPxSeno6L730EuvWrSM3N5egoCDuuOMOnnnmGVSq5mkn1hLINArUYWeeelHj0aTnEwQBVZArqiBX3EeEYT5RTsWmLIxHHOKw+lAhuv4BuA8PQ+6qQuPqynWz/o+g2E6s/+ZzjmxaR3V5GWMffYrxs+NZ/WUCZpuFhfrX6Nsxjut/Ecndk0Jq3F1U4M+hrvcSM2k0gFMMlpvLSbg+nJt3ZeC1Px2zaSQq4OZi2O/mgk2Rj8otif5Ro512x/q7sXz2ENYm5nEgswy5TGBir2C6BnnAnq/h+HpQaGDSQlCeiqU75RksbtLPsSEefvhhYmJiePjhh+ss//DDD0lJSWH+/PlNfs6vv/5aqjF4kUh1CVuWViUGbTYb7777Lj///HODrbaKi5v/i0SiYZzTxFJpmRYlOTmZxYsXExMTc0nOd/ToUex2O59++ikxMTEkJCQwffp0DAYDb7311kUfPyUlpd4ypVKJSlU321cmk6FSqZyxQhqNpl5McVtFEATUER6oIzwwZ1dStjId07ESDP/kULWvAP3YKFx6+SEIAvGjx+Lu68+f898gbf8e/nr/LcY99hTjZjs8URPsi5HL5BQe+gRx5c+4HbOyK3wqJV6dSclS070DuKncAKgwV5CuN7M3SqDXcZGSzan4a6ATxZhLr0LlvYl4n59wW5ECQ//jLAnjrlEyIT6ECfGn1TAszYBV/3U8v3ou+Diuz3JzOXty91BQmUoHtYr4S+AZ/PXXX+sklNQyaNAgXn/99WYRgxIXT2PqEvr5+Ul1CZuJViUGX3jhBb744gseffRR5s6dyzPPPEN6ejpLly7l2WefbWnz2jW1nkGzVFqmRenfvz8pKSmXTAyOHj2a0aNPeYaioqJISkpiwYIFTSIGv/vuuwveV6PRoFar0Wg0eHl54ePjg5+fH0FBQXh5ebVIt5KLRRXkiu+0bhhTSij7Kw1LjoGSX45RnVCI1+RYZC5Konv348anXmDxq3NJ3b2d9V9/xtV3z0AQBOQ1dQnVHToA4JJxkGjrUo7F3syeFel0HhyIu/qUZ7DUWMrKPg4xWLpmO76jBUJVhZhL+qPy2sQRjYn0w78QcfBnuOYlGPhQfaPtNvjtATBXQGh/Z2/jnTk7eXzT4xQZHQJQHeDHpspCmrtORFFRER4e9T257u7u58wOlmg5zlWXEKCiooK9e/c66xFKNB2tSgx+//33fP7551x//fW88MIL3HrrrURHR9OjRw+2b99ez+0vcelQSJ7BFuPgwYPO57NmzeKxxx4jNze3wbIZl6Knd1lZ2TnrgTa2u0JAQEC9L32LxYLFYqmz3G63YzKZsNvtzuVGoxGj0UhZWRl5eXl1juHh4UGHDh3o2rUr4eHhjc42bS1oYjxRz9RTsfkk5WtOYEwsJu+j/fjc2QVlgI6QLt24buZj/DH/Dfav+ovAmI50GXq1c/9aMQgQlLONk3E3YSgzc3hTNu7eNWLQVE6JqYTjUQKEBmHPzKY8U4s+qgovi4IuVQL7dSKL/IJ5IvsErHoa9GHQeWxdY7d9ACe2gFIHEz4BmZyfk37mlR2vYBftBOmCyKvKxSSDYmNxs4vBmJgYVq5cycyZM+ssX7FixUXXHpRoXs5UlzAkJAR3d3eOHDnCqFGjWLduHT179mw5Qy9DWpUYrP2BA3B1daWsrAyAMWPGMHfu3JY0rd0jxQy2HD179qx3pzxt2jTn89p1lyKBJDU1lQ8++IC33377rNs1trvCjBkzztsGURQxGo1UVlZiMpmoqqqiqKiIgoIC8vLyyMnJoaysjN27d7N7925cXFzo1KkT4eHhBAQE4O7ujkajafWeQ0Eu4H5VKJoOnhR9dwRbkZH8Tw/ie293VMGuxA64gkGTM9n28/es/WoBQR27oPcPAEAZEoKg0SAajciw0Xt0GJt/y2TPqhO43eEQg6WmUspMZYiCgPb6UVR/spDKfD36qCqedF9FQEUeD+r8+MPNjUf73oty1xeOEjFTAiGkptBywq+w7iXH82tfB68o1mes5+XtLyMickPMDTzd/2nG/Hot+cYiKiyVYLOCvPl+eh599FFmzpxJQUEBV1/tEMhr167l7bfflqaI2wATJ05k/Pjx9eoSVlVVMWrUKP755x9GjhzJ+vXr6datW0ube9nQqsRgSEgIOTk5hIWFERMTw+rVq+nVqxe7du1CrW6+XqMS56Y2ZlDKJr70pKWlNfkxL6S7QnZ2NqNHj2by5Mnce++9Z923ObsrCIKAVqs9Y7tIs9lMeno6iYmJJCYmUlVVxd69e+vUKVUoFOj1ery9vQkICMDX1xdPT0/0ej0uLi6tSiiqgl3xmxlP0TeHMWdUUPDFIXynd0cV5Er/CTdx4uA+so4eYdWC+dz8/OsACDIZ6pgYjAkJaLp2JXZENPs25FNZYsIlw+HVza7MxiY6bh68rx7FyU8WYshRYrfBZPNSrIAXcorN5ezsMZ7BRamOBJGvr4cRz0NFLmx9DxChxy0QfydJxUk8sfkJRERu7HAjzw18DkEQcFN7OMSgTAbVJeDq22yf17Rp0zCZTLzyyiu89JJDqEZERLBgwQLuuuuuZjuvRNMhl8vrZWG7ubmxYsUKRowYwe7duxkxYgQbN26kY8eOLWPkZUarEoMTJkxg7dq19O/fn9mzZ3Prrbfy5ZdfkpGRwSOPPNLS5rVrakvLSHUGLz3h4eFNfsyZM2dyyy23nHWbiIgI5/Ps7GyGDRvGwIED+eyzz855fLVa3WI3cCqVitjYWGJjYxkzZgzp6ekcO3aM7Oxs8vPzMZlMWK1WZ4eJpKSkOvsrFAo8PT3x8fEhNDTU6VFsTKFbURSpqqqiqqqK6upqrFYrNpsNmUyGXC7HxcUFNze38+57Ltcp8ZnWjcKvEjBnVFD0vyP4zYxHrlMy+sFH+fLhezmZmIDZWI1K4zi2pltXjAkJuA4dglwuo9PAQHYvT8d0RAP+cKLC0Y/YVemKa7fuyH18sBUWUq3sj86+AwUw0rc3iwp2sirjbwbf/D9YfA8kr4KVT54yrs80uO4t7Ii88M8LVFurGRg4kGcGPOMU1a61SSsymaO8TDOKQYAHHniABx54gIKCArRarVTr7zLBw8ODVatWcfXVV3PgwAHGjx9PQkICgiBIvYwvklYlBl9//XXn80mTJhESEsK2bduIiYlpdAshieah1jNosUrTxC3Ja6+9hr+/f51pYoCvvvqKgoICnnjiiUYdx8fHBx8fn0Ztm5WVxbBhw+jduzcLFy5sU/F3crmc6OhooqOjncssFgvl5eWUlpZSUFBAbm4uRUVFlJSUUFlZidVqpaCggIKCAhITHT1/VSoVoaGhhISEEBwcjJ+fHxUVFc7tCgsLKS4uprS0tFFT9W5ubgQGBhIREUFsbGyj/hYyjQKfu7uR9+E+bEVGihcl4TO1Kx5+/sgVCmxWK8aKCqcY9J05E3VUNPrJkwDoOCCA3cvTqUwDnd6DChxhOHq1HkEmw3XoUMqWLKFSGIjOqxAEgVFx01j0907WZqxl7oC5KG/9ETa+AUnLwbsDdBgJcbeCIPDbsV85VHgInVLHK1e8glJ2Kp61NoO5vFYMXiJ8fZtXdEpcery8vFizZg033HADb775JsuWLWswxlDqZXx+tCox+G8GDBjAgAEDWtoMCU7FDFpayDMoiiL/236CWH83BkR5t4gNrYFPP/2UH374od7yrl27cssttzRaDDaW7OxsrrrqKsLCwnjrrbcoKChwrgsICGjSc10qlEol3t7eeHt71xGJAFarlfLycoqLi8nNzSUjI4OMjAyMRiOpqamkpqY26hwajQatVotSqUQmkzmKTFssVFdXU11dTUVFBRUVFRw7dozVq1cTFBREr1696NGjx1nrN8q0Crxv70zBggM15WeycR0cjMbNHUNJMdUV5bj7+gGg8PHB6647nfvq/VwIjPEgJ6WMDoV92B+8FgBPjaOftVMMbtuF/587QJDRC/DR+lBYXcj2nO0MCRkCw552PE6jzFTG/L3zAXgw7kF8XeqKMLd/ewZbgKeffprc3Fy++uqrFjm/RNPh6+vLli1b+O2335g0aVK9JLSsrCwmTZrUrnsZny+tTgweO3aMDRs2NNhqSyov08yc3A3HVkLOAVC7gUco+HcF/26oBMelYm2h0jJJeRU8+/thonx0rPu/q1rEhtZAbm5ug0VXfX19m6Uy/+rVq0lJSSElJYWQkJA661pRW/MmQ6FQ4OXlhZeXl7N8j91uJy8vj5MnT3Ly5Emys7MpKCjAzc3NWc7Gx8cHb29vPD09cXNzQ6E481er0WikoKCAzMxMUlNTOX78ONnZ2WRnZ7N27VoGDhxI//79zzjNrgpyxeP6SEqXplK2JgNtnC9aVzeHGKysOOv76zQgkJyUMmIL+tUTg7rBg0ChwJyWhjk7F1VoKHJgZPhIfjz6IyvTVzrEYAN8c/gbSk2lxOhjuLXzrfXW1xa6bkkxmJWVRWZmZoucW6LpsdvtzJ49u8HvodqEujlz5jB+/HhpyrgRtCox+Pnnn/PAAw/g4+NDQEBAnSBuQRAkMdicHPwZlkw/4+opgpwrVb6YMoJhaSdw9QOtF2g8HN0FXP3BK9LxvBmC7/PLHWVKigz1+8e2J0JDQ9m6dSuRkZF1lm/dupWgoKAmP9/UqVOZOnVqkx+3LSGTyQgMDCQwMNBZ38xut1/wdLlGoyE0NJTQ0FAGDRqEwWDgwIED7Ny5k9LSUtatW8eOHTsYMWIEcXFxDZ5H1y8Qw45cLDkGytecQOPm8LwZKxou4VNLdG8/NvxwFK/qANyMXlRoitGr9QDI3dzQdutG9f79VO8/gKom4WdUxCh+PPoj6zLWYbaZUcnrei7LTGX8ePRHAGb2nIlSpqRy40aKv/kG0/E0BJUKn/84emZXyoQWE4Ont4uTaPts3ry5ztTwv5F6GZ8frUoMvvzyy7zyyitNPtUlcQ5yD8GymhqOsaMhZgRYTVCSBnmHIe8wMlM5UbJcqM6F/XvOfCydr2P/LjdA7KgmE4Zl1Y4G5lVma5Mcr61y7733MmfOHCwWS52yGY8//jiPPfZYC1t3/uzZeysgIJOpEAQFgiBHJiiRyVQgyGqWOf6XyVTIZGrkMg1yhSsKuStKlRdqlS8aTTBK5aUrNN2UcZM6nY5BgwYxYMAAEhISWL9+PSUlJfz+++/s3buXCRMm1KvrKMgE9OOiKfj0IIaduej1/pwk4ZyeQbVWQUCkBzmpZYSUdSJRsw1PtadzvaZLZ6r378eYmIjH2DEAxPvF4+fiR35VPluytnB12NV1jvlD4g9UWiqJ0cdwVciVFHz0EYUffFhnm85L9sOA2phBqZOUxMUj9TJuWlqVGCwpKWHy5MktbUb7wmqGn+8Ca7VDxN3yA8j+5VIXRf7cspvvVmxgRKCRe+O0UJkPxjJHmYiqIqjIgfIsMBTAgR8dD//ujq4F0cMu2sxaMWixiZitdlSKtpPE0JQ8/vjjFBcX8+CDDzrbNWo0Gp544gmeeuqpFrbu/BBFkdLSnU12PLncFXe3bnjoe+PlNQQP957IZG2nZZ1MJqNHjx506dKFHTt2sGHDBjIzM/nkk08YO3asswZrLepIDzSdvDAeLcbfHkoCYKw4uxgECOvqRU5qGaGlnUj034Zeo3eu03TpAoAx8cgpuwQZoyNG8+2Rb1mZtrKOGCw3l/NdoqOLzP097qf062+dQlB/6y24xMeT/fgT+G48THCMjApt80wTv//++43eVmpecHkg9TJuWlqVGJw8eTKrV6++oEK0EhdIyhooPu7w6E38vL4QBBAEbG5BbLd3Qa715t6hZ0jqsVQ74g6TlsPe/0HeIfjfBLjqKUdv04vwptSKQXB4B1WKMwfZX84IgsAbb7zB3LlzSUxMRKvV0qFDhzZah1OkR/cF2O1m7HYzomhDFK3YRSui87XttOUW7HYTNlsVNlsVVms5ZnMxZlM+JnM+NlslJaXbKSndTnr6RyiVnvj5jsbffxx6fR8EoW3cQCgUCgYPHkzXrl1ZsmQJGRkZ/Prrr1RWVjJw4MA62+r6+GM8Woze4I2AQHXl2aeJAUI7e7NjWRrBZR0QRFkdz6C6c2cAjEcSnXFXgFMMbji5gSpLFS5KRx+RTw98Srm5nGiPaIa59SZ9gaM5gN+TT+BdE15QsWYNFWv+5paNdjZe1zxi8N13323UdoIgSGLwMqExvYxry8xInJsWF4On39HFxMQwd+5ctm/f3mCrLWkQNwMHfnL8H3cLuJy5xVhtnUHL2RJIlFqIHOJ4DP0PrH0B9nwNG16FohRnq6oLofw0MVhpsqJ3aZ9isBZXV9c2359TEGT4+l7TJMey200YqtIoLz9ASck/FBdvwWIpISv7R7Kyf0StDsBTPwA3t66oVD4olZ6oVD5otSEoFG5NYkNTo9frmTp1KqtXr2b79u2sWrUKq9Va58dN08kLmU6JwgAB2qhGeQZ9w92wKI2oLS74VYY5E0igpo2dQoG9rAxrdjbK4GAAuvl0I9g1mKzKLNZmrGVs9FhOlJ/gh6OOzPb/6/t/lHy8AHtlJZquXfE6rbiz75w5VKz5m/7HRP4e0TxisDkKs0u0bhrTyzg2NlZKHmkkLS4G/31H5+rqysaNG9m4cWOd5dIdXTNQXeLIHgZHB4Gz4Kwz2NjexC5eMPY9COkHfzwMh34GpQbGvn9BcYTlxtM9g83bcq0t8vHHH1NYWNhuk6xkMjVurp1wc+1EcNDN2O1WSkt3kJu3jIKCVZhMueTmLSU3b2m9fTWaUNzcuuDm1hV3t264uXVHpTp77+VLhUwmY9SoUbi4uLBu3TrWrl2Lr68vnTp1AkBQyHCJ96NySxZRbt3Jqjx7tmxZfh6bvvsKiyEZwRZDZEFMHTEoU6lQx8RgOnoUY2KiUwwKgsC46HEsOLCAd/e8y8Cggby24zWsditXBF9BP2soqYt+BsDv8ccRTpsFUEdHI2o1CNVGRJMM7JcmgcRsNpOWlkZ0dPRZs7sl2i5n6mUcFBREp06dWLZsWQta17Zo8REi3dG1IId/A5vZEdsXcPYej87exOdbWib+dlC5wOJpsPdbR7bxiOfP29TTp4kNpvadRNIQv/76K2lpae1WDP4bmUyBl9dgvLwGY4t9kdLS7ZSVH8BgSMZiLsZsKcZsLsRiKcZozMRozKSgYJVzf40mFA+Pnnh7DcHLayhqdcsVLxYEgaFDh1JZWcnOnTv57bffmD59urNQta6PP5VbsghyiSGt/OgZj3Pi4H7+fO8NjJUVyAAr+cQeUyPmVoDfqe00Xbo4xOCRRNxGjHAuv7vb3axIW0F6eTpjfxtLpaUShUzB//X5P0q/WQo2G5orhpJhC8WwPA25Uk7nQYFodEoEdzeoNiJaZODRvHVCq6qqmDVrljN7+NixY0RFRfHwww8TFBTEk08+eY4jSLQlztTL+HSPoCiKZyzLJeGgxcWgRAty0HEnT9zN59xUcb6ewdPpOgHMBvj9IdjyrqNzQfzt53WIujGDkmfw36xdu7alTWi1yOVqvL2vxNv7ynrrLJZSKioTqag4TEVFAhUVCVRVpTkFYl7eHwDodB3Q6/vjqe+Hh0c8anUggiBgtVZQWZmEoSqVqqo0TMYcTOYCzOZCzOZC7HYjomityYbWoFL5oFEHotPF4ObWFU/PAWg0jSsJNGrUKGch7GXLlnH33XcjCALKAB24yJBVgaq64dhRU5WBZe+8grm6Gv+oDmT5g3JnCTJbIVvefh//p30J7uiIF9R07kwZYDxypM4xtAotr17xKneuuJNKSyUuChfevuptojyiSF2+HBGBQ8GTyPw20bnPoQ0nufb+7sjd3bHlFSAzCdinr6U5ozefeuopDhw4wIYNGxg9erRz+YgRI3juueckMXgZ0lAv49N54YUX+OCDD1i9ejW9e/e+dIa1IVqVGJw0aRJ9+vSpN1jnzZvHzp07+eWXX1rIsssQUYTsfY7nsdcCcLLiJEeKjpBRkYHF5hBfCpkCpUxJdqkFpT6TcoULf6SWIRNkyAU5MkGGSq5Co9DgofLAW+uNr9a3fomP+DugOA02vwV/zAb3QIiuW6LibEieQYnmQKnU4+U5EC/PU4kZVmsF5eUHKSnZTlHxRioqDmMwJGMwJJOV5cicVSg8EEULNltVo84jijbsdhNWaxlVVakUl2xxrtPpOuDvN4bAwBvRaM7suZDL5UycOJEPP/yQjIwMEhISnBnGsiAN9pQqXC3uDe57eOM6zNXVeAWFcMsLb7Ag4VOMyf4oStdhMZ5k+QfzmDLvQ1RaFzRdapJIEhPrHae7b3eeG/gcK9JW8GifR+nk1YnqQwlYTmSQHjOOzDw5MoVAx/4BZCWVUF5oZMlbexjiGYRAKi5GkUpLpbMIdXOwdOlSFi1axIABA+p8D3Xp0qXRHWQkLh9MJhMrV66kuLiY4cOHs3LlSgYMGIDNZpP6GZ9GqxKDGzdu5Lnnnqu3fPTo0bz11lstYNFljKEArEYQZJxUyPlg0xMsT1t+1l00gVABPL3lrJuhVWjpoO9A74DeDAsdRk/fno4v5WHPODKXDy+BH2+DO5dA+KBGmVtefUoAGtpZrcHziXuRenhfPAqFm3OKOTr6MSyWEkpKdlJaupPS0l1UGpKwWsuc26vVAeh0HXBxiUSrCUGl8kWt9kOl8kEud0EQ5IiiDavNgNlUgNF4kkrDMcrK9lFRcQiDIZnjae+Slv4B/v5jiIyYiYtLZIO26fV6hgwZwvr161m9ejWxsbGo1WrU4R5Up1ThIfPBbrMh+9cU2YHVfwHQc/QYFCoV7mp30j2yiLTegGD9kfKCfDZ+9xUjp89E3dERj2jNy8NWUYHcrW6CzYQOE5jQYYLzdfny5ZS5R5IWMgqAYbd3otPAQIwGC0vm7aEkt4pSXTSebMbVCBXmimYVgwUFBfj5+dVbbjAYLlkdSonWg1qtZvXq1Vx//fVs2bKFkSNH8sQTT/Dpp59K/YxPo1WJwcrKygb7ciqVSsrLz10yQeI8KDkBgMktiLv/vo9cQy4A3by7EaWPQqvQIooiVtGKxWYhv9LAltQctEroG6nHLtqxY8dmt2GxW6iyVFFuLqfIWES1tZqDhQc5WHiQhQkLiXCP4JZOtzAhZgIuEz4FU4WjpM13k+C6edDzNmdSSbXZRlqhAaPVRnyo3vnlXdcz2L6miW+44YZGbScIAjZb+/psLgVKpSd+fqPw83OIHZvNSFV1OnKZBpXK+/yykXUd6ry0WMopKFxNTs6vlJbuJDd3KXl5fxAYOInoqMdQqerH1w0aNIj9+/dTUlLCnj17GDRoEC7R3lSvzcFbHURVbjHmbSWoQt3Q9fEn8+ghirNPolRr6DLE4Y13V7mT67abqOI4fKNuIPPglxz8eyWdBl9JaJfuyNzdsZeXY83PrycGT0e02ylfsYITYY6bkI4DAug00OHd1OiUBMV6UpJbhUHtgyegqxGDzUnfvn3566+/mDVrFoDzO+Tzzz+vV5pHon3g7u7OypUrGTduHOvWrWPu3Ln1tmnv/YxblRjs1q0bixYtqhcE/9NPP9GlphiqRBNR6hCD6foAcg25uCpd+WrUV3T27tzg5keyy/l742bc3NR8dv+IBrcBsNgsnKw8yaHCQ/yT/Q9rM9aSXp7O6ztf55MDn3Bnlzu5dcIC3JbcB6nr4PcHHQWqO17H0Uot32w6iq+9ELlgo/DG/3JNfAx2u/ivbOL25Rn8d4/uy4kXUrKQCwIamQxlzY+2SiaglgnIBAEB0MhkqGSO53JBQCuX4aGQ46mU46VU4KGQI7+EHh+5XIOba6cmOZZS6U5Q4CSCAidRXn6QtLQPKCxaR3b2IvLzV9Eh5ikCA2+s49FSKpVcccUV/PHHH+zevZsBAwagCXXHLtrQKlwp/zUNe7aJqj15VGzI5JjcUdi7y9BhqF0c9QGDXYPJdXMk71UU+9B9+CgOrV3F9l9/JLRLdxR+vphrxKA6OvqM9puOHaO8zEZhR8d0de/R4XXWewU6zlcp6AHQmcRmF4OvvfYao0eP5siRI1itVt577z0OHz7MP//8U69KRVOQnp7OSy+9xLp168jNzSUoKIg77riDZ555pkHnhkTLoNPp+P333/Hx8cFkMtVb3977GbcqMTh37lxuvPFGUlNT67Ta+vHHH6V4waamNAOAdFdPqM4nWh99RiEIp0rLWM+RQKKUK4n0iCTSI5Jx0eOoslTx5/E/WZiwkJOVJ/lg3wcsTFjImA7XMzGgE53++QwhfTOkb6YT8JocqBmDq/ZGQPzzVJisnF5Cqr15Bs+E0WhEo9G0tBkXjCiKLMgsuOjjyAWI0KiJ1Wno7qalj7uO/nod6iZsGXcpcHfvQVzc55SW7ibp2PNUViaSePQJioo30bnTK3U8kN27d2f16tUUFxc7y6dU2EvwkPtgz3b80MlcldhKTUTYO5Cs2EanK65y7t83oC/PjHmMpKNgNFjofMU4Dm/4m4yEg/zw3O/Ig27F1bqPwLz8s9pcvW8fmSHDQJAR3t0bzwBdnfWegY7X5TbH/zqjo2tJczJo0CC2bdvGvHnziI6OZvXq1fTq1Yt//vmnXheXpuDo0aPY7XY+/fRTYmJiSEhIYPr06RgMBim8qZWxe/fuBoVgLe25n3GrEoPjxo1j6dKlvPrqqyxevBitVkuPHj34+++/ufLK+pmATcnHH3/MvHnzyMnJoWvXrsyfP//yrlxe4xnMUKmhGsLdwzEdP445PR1baRmiyYjdaEI0mRDNZqioZlpCGhoZ5L66G+yn1JkglyOoVMh0Lshc3ZDr9Sh8fFCGBKMNCOCmjjcxscNEVqWv4vODn5NalspPSYv4CfDv2J2+Sk86GMoQiqoRKgU6CdX0sRxHV+LIZjy94DS0P8/g6dhsNl599VU++eQT8vLynGUz5s6dS0REBPfcc09Lm9ho7MDDYX4Y7SJGux2bKCICZrtIdY031CaKmOwi5prrzSqKVNvslFltFFusVNjs2ERIrTaRWm1iRaEjlk8nlzHc250b/T0Z5uWGqg0JQ72+D337LCUj80uOH3+H/Py/qKxMolev71GrHOVkVCoVcXFx7Ny5k127dhEdHU2logwP0bFe280bz8mx5H20D00+DPG/Ed/AMOc5BEHg6ohhlEXuJTu5lIoSJR0HXknilnXkpa5H5TqOwohA/BLz6XvDmW0t3XuInADH92TP4aEcXLuKHb8tIm7kdfQddyNeNWLQYFZikynQGW3N6hm0WCzcd999zJ0711laprkZPXp0nazlqKgokpKSWLBggSQGWxlSP+Mz06rEIMD111/P9ddff0nPuWjRIubMmcPHH3/M4MGD+fTTT7n22ms5cuQIYWFh5z5AW6TWMyhz/Oh2LtJwfPoYOENbH4DartElx87jPAoFqpAQVJGR9ImKZGDYraR4V/KXcRerDLvJMxbxp7GmCK1nzQNQiKEEWxLps+15unlcDYiAwztZabIhiiInK09isBiQC3Ki9dHI2ki7sYvhlVde4ZtvvuHNN99k+vTpzuXdu3fn3XffbVNiUC4IPB3duLIqZ8JiF8k3WzheZeKIoZoDFdVsKakg32xlWX4py/JL8VYqmBTgyVBPN7q6avFQyNHIhFadTCCTKYgIvx9PfT8OJcykqiqFffvuoFf8d6hqBGGfPn3YuXMnSUlJVFRUYNRUQzWIiLiPCEemVmC9Qonx50L0Kj8siZWoB9SN/wuM8SA7uZT0g4UEdryaxC3rsFtSCHVJJbMqmn0ZXnQuMeHq2XDJmowUI3Z/Ne7ucOyfX9i30lGKZ/MPX1NVVsrQO6ahdlFgqrJSrfVDZ8yh0lzZbJ+bUqnkt99+azAm7FJSVlaGl9fZC5ebTKY6XiopLr75kfoZn5lWJwZbgnfeeYd77rmHe++9F4D58+ezatUqFixYwGuvvdbC1jUTNWIwo6Y0Rocd2SCKKAICUHfogEyrRVCpENQqBJWKLJOeDelyEATiw7wQwaHNREC0I9psYDGDyQQmIxjKEUtLECwmZCYrsiOVyBL2IbPvRGazcK3dzPV2TwRXFSZXgQqtheP2MkpdzZS5myl0EynwgBWHFvOr5ldcIgLRpI/Ggpb9VWsZ+eMO8iynvjz1aj2DgwdzQ8wN9Avod2mFocXoaLMnV55724vk22+/5bPPPmP48OF1enj36NGDo0fPXHD4ckUpEwjWqAjWqBji5RA6dlHkQEU1S/NL+C2vhHyzlU8zC/j0tClptUwgQKUkUqumh5uW3h46+nro8FK2rq9ED494esV/z969t2EwJHPw0AP0iv8RmUyBn58fQUFBZGdnc/z4cao9TRSWnEQd4+moPQgUFGWQXbaPnt5XU7UvH9cBdX/kOvYPYM+KE6QfLKS6wh2ZIhy79QQ63XHcc+WUu0ew6ackrnugRz3bLPn5ZCujANAHZDuFYEzfgaTs+oc9fy3FOyQMr0BvclLLMOgCcTVmk9HMMYMTJkxg6dKlPProo816njORmprKBx98wNtvv33W7V577TVeeOGFS2SVBDSun3FoaOjlPSt4BlrXN98ZmDJlCpmZmaxbt67Jj202m9mzZ0+92obXXHMN27Ztu6hjT/7udyx1QuzOs3tHA7uItQvE016JdbcVT9v6jMcTp4OXSHGOAje7yPNeAtwTj+DiCsiwiXbsgsN4Uaz5p+Z3ZCXWM7wXVc3DDajfseH0PYSGFjaAm8nxAJzntxTFAXH4/2vb3XmwZ28SIkkNnencJ7tIRECJnZUP3OzoutIMZGVlERMTU2+53W7HYrE0sEf7QyYIxLu7EO/uwtyoINYVl7Msv5T9FVWkVpkQAZNd5ITRzAmjmQ0lp8RJJ52GgXpXrvR0Y7CnK26Klg8id3GJID7+O3btnkBZ2V7STywgKtKRKRsREUF2djbp6em4u7uwNud7+vabRG30b8GJdE4YjhDnPQzziXKsRdUovLXOY3sG6Ajt7ElmYgm5x8uRqTpit54gozCHbkd3sLPff0k7WIihzITOo653sHj7fko8OyKKdnKPbwBg8M13MmDizWz/9Se2/vwd+1YsI6THQw4x6BKIrrT5YwZjYmJ46aWX2LZtG71790anqxvH2Ni2ps8///w5xdquXbvo06eP83V2djajR49m8uTJTufCmXjqqafqCNby8nJCQ0MbZZvEhdGYfsazZs1qd8kj0EbEYHBwMLJmivkpLCzEZrPh719XWvj7+5Obm9vgPo117+9KVECrzXWo+6WTXfvk0rQNvXxRAM3olezatSubN28mPLxu1uYvv/xCfHx8s523raKQCVzj48E1Ph6AIwaxyman2GIl12QhyWBkf0UVu8oMJFeZOGowctRgZGFWIQoBBni4MtLHnau83Il1UZ9zalkURYotNoosVootVqptdsyiWJMxLeCtVBCsUeF+niJTp4uiY8cXOHLkMdLTP8DbawgeHj2JiIhg27ZtpKen0y/EUVvPWHHq+6gwIw2jzYDdT0CeD1X78nEfUffa6TEslMzEEgA8/LtSkrGW4uJCsBairz5JqTaElN35xA2v+52Ruv0kohCBxrqPstJcNG7u9LrOUWKm56gx7Fj6CwUZ6YT3zAPAoAvAL7f5S8t88cUX6PV69uzZw549e+qsO58e9zNnzuSWW87esz0iIsL5PDs7m2HDhjFw4EA+++yzcx5frVajVjc8/S7RfJypn7FarcZkMvH6668zevToZkk2as20CTH46quvNvs5/v0lX5tm3hCNde/7+lViFS9cGAhnc2Q1YbiTcCocr8Z3JiLUBOzXnubfXj2ZTA6y04w4D6ebePrGtd5M0TG9J0DNHZvdOQvttKL1hng5UQo2TMhprq/45557jjvvvJOsrCzsdjtLliwhKSmJb7/9lj///LOZznr5IBcE3BRy3BRywrVq+utduatmXaHZyvbSSraUVrKxuJy0ajNbal5DNn4qBX09dPRx19HdTYtVFMk1WThqMJJsMJFWbSLLZMZkP/dgCFQr6enmwhBPV0b6eBCqOXcJkgD/8RQVricv/0+Sk1+md+9fCAsLQxAESkpKINIR31xd4RBbdruNwkxHOIg2zgfzmkIM+/JxGx5W57strJs37j4ayguNxPYNJ8c9jvQDe8nV6/DL3k5p9CSO7cytJwZP5KkRFXbM1v0A9Ln+BlQah9dR4+pKp8FDSVi/hvy0rcBADC6BuBihwti8nsGm6nfv4+Pj7P98LrKyshg2bBi9e/dm4cKFzea8kGgaGupn3LNnT0aPHs2OHTsYMWIEmzZtomPHji1t6iWjTYjB5sTHxwe5XF7PC5ifn1/PW1hLY93703auAmqn7v6tZMS6y8RawSOcJoBqHoIAooAoyBGRIyJDROH4X1AgoEAUZICsxislQ0DufI6zE+jpNgggyBBEEZkoIrPbUbi6onDRIlcqUSgVyBUK5Colbt5aOg8OYeKXO7EjsOa5Cfh4uJ7hE70wPlibzNtrjjG5dwjzJsex/psXGJb2DgluQ1jR7S3Wb1jLL+qX0VHT/sszEmbucsTp7fgMVvwH5GoY8hg23y4c/H0+8ebdAFhc/LAMmo223z0IKm29c59N+J++jdFip7TaTEGFidwyIydLqkkrNJCYU47VLhIX4kFcqL5ZPYNjx45l0aJFvPrqqwiCwLPPPkuvXr34448/GDlyZLOdtz3go1Iwxk/PGD89AGlVJlYXlbG+qIJ/yirJN1v5q6CMvwrKzn4gQF9TB1Enl6OSCU6PZKHZSonVRo7JQo6pjBWFZTydnMUADx1Tg30Y46tHIWv4WhQEgQ4dnqGg8G/KyvdRWLQOX5/hBAYGkp2dTVlNmICx0iEGS3NzsZpNKJQqvAZFk7u+GFuREWtBNUq/U2EMMpnAsDs6kbApi7gRobh5XlEjBl3pl7ab5A6TyD9RQWl+Ffqa/WxWOyVyP+yW45iqS1DrdPQcNaaOvXEjryNh/RpOJu4i0rMPcn0ACHLMFaXn+6dp1WRnZ3PVVVcRFhbGW2+9RUHBqdjUgICAFrRM4mw01M94xYoVXH311ezfv5/hw4ezadMmoqKiWsbAS0yLi8HzCfJ95513mvz8KpWK3r17s2bNGiZMONViac2aNYwfP77BfRrr3ld43IzNLnPorn+5zhxf96eVZ0F0PER7zbYiMtGGYLcht5mRWY3ILVXIjZUorFUorNU1j1IUViNymwm53YzMbkFmtzr2sVsQRBsyu63mXCKCWHMO0Y4gWp3yUO7jQ8zav5Gd4X2JokiRytHXU5Q1faJERrFD5IV5OX5sVEHdIA18qlKoMlTwnvIjdFRxUvQhSR7L8BtfPpWw0fdeSN8Mictgw6vIgXjAIsqp6DsLr2ueQHmWGL7GZJUKgoBWJUer0hLooaVHyMW+4/PHarXyyiuvMG3atGYpnitRl0gXNfe7+HF/qB/VNjsHaqaT95ZXcdRQjVYmw0eloIOLhlidhmgXNaEaFQFq5VlrHJZbbRytrGZHmYG1ReXsKDOwveYRpsnh0Qh/Jgd4NVhIW632IzRkCicyPuV46tv4eA9zxg0WVxoAKDiRRn76cUpzHcEf3qHhKLQqVIE6zJkVWHIMdcQgQEgnL0I6ObJfY/oOYM1nH1KuVWMXqwgKVZN1wkTyrjz6Xu9ok1eSVY4ok2MzOm64eoy41lnQupaA6A74RURTnpmLr5sBERGzazC2snOL6fPl9ddf5+GHH8bF5dyxujt27KCwsLDJqlasXr2alJQUUlJSCAmp+8VwpiQFidaJp6cna9as4corr6SioqJddXRqcTG4b9++Rm3XnGUgHn30Ue6880769OnjjPfIyMiok615IQzd/jT2qsY1sj8vZDLk3l4ovH1QeHki1/sjc3dH7uaO3MsLhZcneHtRoDKSYy/BnrAI1/St+NlEfBR6ZIZCRDu8F9WbfwzZ3BE5ifFXP3hGIQiOz18ll2G22bGco/D0hVArBkNrxKBnRDxshQBbDjem/pcOsizKFd6MqXwFUevFgZDedT4PbvrW0fN4/avkl5Sz1NwXTf9p3DXmzN1S2hoKhYJ58+YxZcqUljal3aGVyxigd2WA/uI94u4KOf30rvTTuzIr3J8so5kfc4r5KquADKOZOUcz+TSzgHkdQ+njoau3f3j4fWRl/0ClIYmCgtVERESxbds2CkrK8I2MpiAtlV9efBqthx4A3/AIAJROMVgJcfUTvJzv1c0d3/BI8tNTKXbVEBZgJesEZB0rcYrBwuOF2K352G3ZyORy4v/lFawluk9/jhoOsUZ9EEEUuNYrFHt56sV9gA1QWwZs8uTJjBs3jj59+uDr63iPVquVI0eOsGXLFr777jtycnL49ttvm+zcU6dOZerUqU12PImWxcfHh7Vr12I0GuvEhNpstjrTykOGDLmsEk1aXAyuX7++pU3g5ptvpqioiBdffJGcnBy6devG8uXL6wXpny/e99+PeIYMT0Euq+nH65gGFuQykMkRFAoEldLxv1qNoFIj0+mQ6VyQu7sj9/BA7umJ0MBFaLFb2Jq1lVXpq9iYsZEKS02gthLo4PhiVAhylPZAVHY7RkUBJg8Bz0FDUDbQ2P3fKOQCZhtYbU1/t3uypBo4JQZDQ0PJE/X4C6V0M2wHYH3nFyjd5YayoaLTggDdbuSoz0hGz9+MXCbwz5VXNLmdLc2IESPYsGGD9ONzGRGsUfF/kQE8GObHwqxC3j+RR6LByNi9ycwI9eXpqCCUp00dK5V6QoLvIP3EArJzfqZTx49RKBSUlJbSb+xkFCuXknPsKEaDo55fWLc4x35BDmFpyTGc26bOXchPT6VEpyXUmAf4UJRaQNFXC9FPnkRRRhlW014AYgdcgZt3w7F1HpExnExIBkREQaTaMwC9JfMiPq2G+fbbbzl48CAfffQRt99+O2VlZcjlctRqNVU1N+Tx8fHcd999TJkyRUrckDgr/57ef/755/n888/JznamWhISEsJ777132fQxbnEx2BApKSmkpqYydOhQtFpto2K6LpYHH3yQBx98sEmP6XP/fU16vNMRRZEiYxEZ5RmklqWyJ28P27K2UWIqcW7jonAh3GREaamm1EVPNhasditWQaBaLgfRilyQ09nrzG3oTqc2lsnSxL1yzVY72WUOMVg7TeymUfKmYgpXmTeRiy+rbPGMjxgGuw5gsYmYrXZUivpTcd9vdwTMX9PFHz/3ttuq7Uxce+21PPXUUyQkJDRYNmPcuHEtZJnExeIil/FQmB+3BnrxbHIWi/NKWJBZwP6KKj7vGomP6tTXdWDgJNJPLKCoaDMIpQwfPpxVq1axdv0G7pnxCEXJicjkcnzDI/ENiwBAGejwapobIwY7dmXfij8o1mmw/O9j6PEsRquS7LffR7RZKcyPwm52lHDqdW39a04URQ4dOsRfa9ZiPy0TzuSm59muzVP/r0ePHnz66ad88sknHDx4kPT0dKqrq/Hx8aFnz56NTgaRkDidp59+usF6w1lZWUyaNInFixdfFoKwVYnBoqIibrrpJtavX48gCCQnJxMVFcW9996LXq8/ZxHP1saRoiPIBTlquRqlXIlSpkQmyJAJMgQERETsot35sIk2LDYLZrsZs82MwWKg0lJJibGEwupCcg255BpyyarMIseQg8lWv8eit8abayOv5ZqIa+hx8hDyZbPAxRvuXIlN40FBdQFWuxWj1UheVR5eGi+CXBvXBaJWfDX1NHFWaTWiCFqlHB/X07Iqu9/EPdv7O1/O0J8SdwaTFZWibgZmtdnGb/uyALi9/8V5dVsrDzzwANBw/KwgCO0qxuVyxUup4MMu4Vzv68GsxAz+KTUwbm8yv/eKwVfliJN1cYlAr+9HaelOcnN+o3//+0lOTub48eOsWrOmQc+xMsBxo2UvN2OrNCN3PXMGc3CnLgBUaFTYSrNRmcowqz2ocvHDmpNDfq4NsKFBQUBMbL39N23a5Jz18bW7A1AgK8fsosVW3vQxg6cjCAJxcXHExcU163kkLn9sNhsLFy5scF2tk2rOnDmMHz++zU8Ztyox+Mgjj6BUKsnIyKBz51PeqptvvplHHnmkzYnBe1fde2qqthkQEAjUBRLuHk4P3x70C+hHL/9eKGQKsFnhx7sdG17xCLh4IQcCdKfc3zGe9YsXnw1FTVB8U08Tp+Y7prNCvbR1PMAzr47hlz2ZGGsqd3vpVKgVMkxWOwazFU9d3R+zf44XUmmyEuShYVC0d5Pa2FqwN7FXVqL1cq2vnr9cNNx+MJXj1SZuP3CcX+NjnIWwAwNvpLR0J9k5vxAePoNx48Yxf/580tPTKS8vx93dvc7xZGoFCm8N1iIjlhwD8g5nFoOunl646VypMFRSotOgoxwzHlS5+GMsKqeyRtAFK7T1Zm0KCwudCU79Q+PomuzFRsVhhxhUKbE3c9u1L7/8ssG2jFarlblz516+XaUkmpzNmzefsd4wOARhZmYmmzdvrpeZ3NZoVWJw9erVrFq1ql5GVocOHThx4kQLWXXheGu9USvUmKwmLHYLFrsFm1jfcyMX5MgEGXJBjlKmRClXoparcVG4oFPp8FR74qXxIkAXQKAukGDXYAJdAwlwCUB5phZoh36BkjRw8YE+05rk/SgVji99cxN7BlckOAZb34i6vTz93TVMGRTBpxuPA+ChVaJTKzBZzVSZ63+O6486SjoM6+SH7AzlOSQk2hIddRoWxUUzbm8KByurmZl4gq+7RSIIAn6+13Ls2ItUV5+gvOIgen0cISEhnDx5kqSkJPr27VvveMpAnVMMajp4nvXcgcFhVBw7QolOg0+HAEoyoNLFn9RqO9UeBkRFOMVqHZs3byY6OpqgoCBEUeSnZatIt7jj5R9EJ0MYMqqwmMtBASaliK2secXgY489xvLly/n888+d/YGPHj3KbbfdRllZmSQGJRpNTk5Ok27XmmlVYtBgMDRYGqCwsLBNBvz+MeGPBpfbxVNiqll66NossGme4/mgWaCqn5F4ISibwTNYbbax6rBDDN4QH1xv/QNXRrNkbxYC4K1T46KSU2xwTBOfjiiKrE/KB2BYx3Mnw7Qlfvrpp3N2QqglMzOTjIwMBg8e3MxWSVwqol00fN8jirF7k1lVWM5v+aVM9PdEodDh5TWEgoKVFBVtwsM9jk6dOnHy5EmOHj16BjHoSnVCUaOSSEJ69ubYsSOU+ngS3ieWQ/n/cLCnKxa1iKPlJBy2q1i16hDl4jG0nn6klQuUmPWAHk7CDvJ5Hi1muSOkxSy3YS2rbLoPpwH27dvHnXfeSffu3fn66685duwY//nPf5g0aRIfffRRs55b4vIiMDDw3Budx3atmVZVJn3o0KF1Uv4FQcButzNv3jyGDRvWgpY1LbVxg80iBAH2fA3FqQ6vYN+z98c8HxRyh7fN2oSewb8T86g0WQnx1NI7rL6nQu+iYtWcoayaMxSVQoauJoj+357B1AIDJ0uqUcllDIq5vKaIFyxYQKdOnXjjjTdITEyst76srIzly5dz22230bt3b4qLi1vASonmpKe7C49GOIrgP3PsJAVmR5UCb++hABQXOaZlO3XqBDi6cFRXV9c7jjKwNqP43IIstN8AAErc3Nh+bA0V+mNY1CKi1U5GhYIVlR341RzHDms4ibYA9hbKKDELCNgJdZPhq1GSiZ37MLDRpRNGUUGVYMJe2UA1gCYkMjKSTZs2MWnSJEaPHs0jjzzCV199xbfffoubm1uznlvi8mLIkCGEhIScMYFVEARCQ0MZMmTIJbas6WlVnsG33nqLK6+8kt27d2M2m3n88cc5fPgwxcXFbN26taXNaxsYy2HD647nVz0J6qbrFKKUO8RrU04T/77fkfAxvmfQGad2vU6LDXRRO+KlKv/lGdxQ4xXsH+WFi6pVXdYXzcaNG/nzzz/54IMPePrpp9HpdPj7+6PRaCgpKSE3NxdfX1/uvvtuEhIS8GtEmSCJtsfMMH/+KigjobKa14/n8HanMLy9HD9CZeUHsFhKnS3UCgsLSUlJqddfVRlQIwYLqs9ZpcEzMBjRxY3y4EjKCrMRbTJyqqPZJQqUKB29nuWI9I3yJtJdoDArnShvLTcO7UlsVDipCw/xUlI2G7Dyj8GVBKEzdyhSMJ3bKXnR/Pnnn/z4448MGjSIpKQkPv/8c4YOHUpQUOOS5SQkwNGl5L333mPSpEk1bVJPaxRRM3bmz5/f5pNHoBWJQYvFwoMPPsiyZctYsWIFcrkcg8HAxIkTeeihhy4LN+wlYet8qCoE7xjoPbVJD62QN+00cYnBzIYkR5zfDT3rTxE3hKu61jP4bzHoOM5Vl9kUcS1jxoxhzJgxFBUVsWXLljplM+Lj44mPj2+T/VDnrTqKUi7DVa1ArZSjlstQKgRUcjkqhQylXEClkKGSy1ApZGiVclw1ClzVCnQqRbuKDVXKBF7tEMy4fSn8nFvCoxEBBGuC0Ok6YDAkU1y8FX//6+ncuTObN29m//799cSg3L3mxsomYq+yItc5Yo4N+/Kp3JqFro8/ur4BCHIZefn5GMJiEQWBKo0vm4ojyK35xdDYjFyfvpsHxvUk5s7agtMDnOcRLXY0x8t5UVCy/5oqnl5vp8KsIQ0lZbbm/eG8//77+eabb3j55Zd57LHHyMvLY9q0aXTv3p0FCxZw0003Nev5JS4vJk6cyOLFi5k9ezYnT550Lg8JCWH+/PmMHz+eAwcOtPns9VYjBpVKJQkJCXh7e/PCCy+0tDltk/StsGW+4/mIF061a2siagvfWpsoo3XNkTysdpFOAW508G/c9I2LyvFDYjCdmiYurTKz/XgRAMM6nrmzwuWAt7f3GdsktjVEUeTjDalcaMcuQXDEkQbpNUT7utIpwI0BUd50C/ZAfpmKxH56VwbrXdlaWsnHGfm8EhuCt9dQDIZkioo34e9/PfHx8WzZsoXU1FQyMzPr9E0XFDJkOiV2gwVbmQm5Tokl10DJ4mNgEyk9WUnlPzm43tWBRYsWUY2SPVX+JBuDQAZKu0ivsl30Lj3K2EMH8bu74emxzEOLOD7oTWzqcnQi9PC+nW05/cmVaTA086/O1q1b2bFjh/PHOSAggOXLl/PRRx8xbdo0SQxKnDcTJ05k/Pjx9TqQWCwWbrrpJpYvX87atWsZNGhQS5t6wbQaMQhw11138eWXX/L666+3tCltj8oCWDwNRBv0uBk6NU3fzdM5NU3cNJ7B5QmODKzruzfe63sqZvCUZ3BlQq5TVEb5Nt20uETzYrWLTB8SRaXJisFkxWSxO9sdmqyO/83WmofNjsVqp9pio8JoxWoXEUUorDRRWGni4MlTtes8XZSM6hrADfHB9I/0avaC9ZeaRyL82bq/ku9zipgd7o+395VkZH5JUdEmRFHEy8uLnj17sm/fPtavX89dd90FOMS3KIrI3VUOMVhuRvSzU7woCWwiymBXbCVGLHkGfvrfIrYVaThojcIkc4y5QW46uqXuR23Yg2+5Ix5R5u5Rzz673cqJ4vexqR1Zw0qlF11909mW059smwcWjQKL2YRS1TxJgXv27Gkw4fChhx5ixIjLpz2lxKVFLpfXKx8jiiImkwmj0cjYsWPZunWrM263rdGqxKDZbOaLL75gzZo19OnTp153hYYK7UoAJSfgh5uhMhd8OsL179S0umtamjKBpKzKwtaUQgCuPQ8xWBszeLpn8M+DDlE5Nu7yjwfy9PRsUNwIgoBGoyEmJoapU6dy9913t4B154dSLuPp6xrX/eZ0RFHEZLVTYbSSV24kq7SalPxK9meWsv14ESVVFn7alclPuzLpFODG7QPCGRcXhIe2aT3lLcVgvSu93V3YU17FjznFzAztgyDIMZvzMZly0WgCGTp0KAcOHOD48eOkpKQQEhLC999/j8Fg4DptXzQ4ik8bdudhyTEgc1HgM7UrhsQiPvltJ//L86JCdBR59zEVMkGdyq3XzeLPt5dhATyqHGJQ7uFez76ionWYZfnIza7Eef2Ivm9njFun8vlByLd6YPXQIVc030/P2SpPdOzYsdnOK9H+UCgULFq0iOHDh7Njxw5GjRrFP//80yZjU1uVGExISKBXr14AHDt2rM66y+3uvkmwWSHhV1j9DBgKwDUAbv6uSZNGTkclb7oOJH8n5mGxicT6uxLj13h7/+0ZLKgwsS3VISrH9mh7A/B8efbZZ3nllVe49tpr6devH6IosmvXLlauXMlDDz1EWloaDzzwAFarlenTp7e0uc2CIAholHI0Sjm+bmq6BXswqqtjndVmZ2daMcsOZPP7/myO5lYwd2kCL/95hG7BHkT76lDKZcgEAa1KTqiXCyM6+xHooW3ZN3UeCILA7UHe7Cmv4rf8EmZH+OPiEoXBkIzBcAyNJhBPT0969+7Nrl27+OWXXwgICCAz09ET+HflFsbQE/dyE9ZSR8mXqngfvtibyfc7TpAhKgAF7gqR2VeGUfzFJ6iUSiLivHCxHacM8Kh27Cd3ry8GM0/+DwCPk1eijQxAEAQC9e4E6XLINgRywGZnZHNVUqhh8eLF/Pzzz2RkZGA2m+us27t3b7OeW6J9odPp+PPPPxk8eDDHjh1j9OjRbNq0Cb1e39KmnRetSgzWti+6bEhdD26B4NMBZBcRNC2KYCyFilyoyIHybMjaCylroNTRi5eA7nDrIvBoXCLGhVDrGbQ0wTRxbaHpa7udX2JQbaZwZY1ncGVCDnYR4kI8CPOuX6PycmPLli28/PLLzJgxo87yTz/9lNWrV/Prr7/So0cP3n///SYXgyaTif79+3PgwAH27dtHz549m/T4TYFCLmNQjA+DYnx46trOLN57kp93ZZKUV8GeEyXsOVFSb5+5S6FfpBd3DQxnVNcAZzjExWC12SmuMmMw2TBZbWgUctw0Crx0qia5sb3ex4MnhZMcNRhJrKx2JpFUVibh7X0lACNHjiQ3N4+kjGxy0/JRK1zw0GkpLi/hV+UR4jN92ZNXwXYMHN56jNpRrcJKD3kuL4f3InZ4Vz74RonVYqb4ZCbldiux7n0IHuRPtbCZnPI1uBRE4OHRE5XKh0pDMiUl20AU0J8chszNkbCiVgfQ2TuJbEMge93UzXpz//777/PMM88wZcoUfv/9d+6++25SU1PZtWsXDz30ULOdV6L94uPjw8qVKxk0aBCHDh1iwoQJ/PXXX+zcubNOjGFrzjpuVWLwskIUYcl9YMgHlasju9c9yCEOXf3rJndYqqEiG8xVgAhVxVCZD3aLo4B0ZT5Y69cMA0Dr6Sgs3X9GkxWXPhOnsokvzjNoMFnZlOzI/r22e8A5tq6LrmaauMps5USRgQ/XpwAwph14BQFWrVrFG2+8UW/58OHDeeyxxwC47rrrePLJJ5v83I8//jhBQUEcOHCgyY/dHHi4KLnnikimDY4gtaCSw9nlnCiqQhTBZnfEH+7LKGVPRgk704rZmVZMsF7L3YMjmNwntFHTyqIocrKkmn2ZpRzJLudITjlJueXkV5gaTIzRKuVE++noHebJkA6+XNXR1zmuzuu9KRUM93ZnRWEZS/JKuE3XkXyWU2lI4kBmKc/+nkB2mZHy6kBMVkd9QsxA1WkHScqqc8yeoXrCLJm4lRwj3haM63EjmES8gkPJT0/l6LZNhEV44t13JxleSQAUFOyAAlAo3OjS+U1Sj78LgGtBPEqjD3KnGPSni9dO1mZcRVJF87ZU/Pjjj/nss8+49dZb+eabb3j88ceJiori2WeflWpwSjQbkZGRrFixgqFDh7J161YiIyPJz893rg8JCeG9995j4sSJLWjlmZHEYHNhrnQIQLPB8Txnv+NxMWj0DjHpHuiIDYy4AqKuarZp4X9zapr44jyDm44VYLbaifB2oWMjs4hrqS0ts+pwLltTCimsNBPr78rN/ULPseflgZeXF3/88QePPPJIneV//PGHs/WWwWBo8uK6K1ascHoeV6xY0aTHbm4EQSDGz40Yv4Y/k9wyIz/szOCHHSfIKq3m5b8SeWt1Etd1C2RczyAGx/jU8RYaLTb+OV7EmiN5bEwqIKu04Rs1QQBXlQK1UobJYqfSbKXaYiMhq5yErHK++ecEfm5qbu8fztRBEXi4nF9M4wR/T1YUlvFbfgnTo2MBSM7J54XFOympsji3kwmOVo4mq91ZrF3AjrcgEieqiUfBhDn98PFU8frrfyMKIt1dY6AUzFmV+ISGUV52mDL7x3iOKqAawC6gqghAafbF4lWAmRwOHnoAAJXSF/2xW0lzlRFcU7pGrfano1cKOkUVXjIZRosNjbJ5vCQZGRnOrE6tVktFhaM//J133smAAQP48MMPm+W8EhI9e/bkscce4/nnn68jBAGysrKYNGkSixcvbpWCUBKDzYXaDaatALsNCpKg9IRjercix+HpO71HsVztEHlqN8cviEYPrn6gUIMgB1dfx3ply8Y1KWrKdVgusrTM6iN5AIzs4n/e00VXdvSlS6A7R3LKMVrMRPno+O7e/rhrLo/kgHMxd+5cHnjgAdavX0+/fv0QBIGdO3eyfPlyPvnkEwDWrFnDlVde2WTnzMvLY/r06SxdurTBdpENYTKZMJlMztfl5c3bj/ZiCPDQ8OjIWB68Kprf9mXx9dZ0kvIqWLIviyX7snBRyekW5IGXTkVJlZn9maWYrKfGgEIm0DXYg25B7nQOdDzCvV3wdFHVKXFjstrIKqnmSE45u9KK+fNgDvkVJt79+xifbz7Og8OimT4kqtHT1CO93dHJZZw0Wkglmmqrmpf/uYaSags9Qjx4dUJ3PLRK/N01qBSOY9rtItvX72TlphV4ii5MMg9AplUSHOBGcnIyoiii1+vx8fWjqrSA4pPbcOmwiY6d0xw5aXY5LunxuH15CK1PFOqu07HLzRRPWERR+VoUCj3dQj7hxTAzP4areCgth7nRQWjUgWgVRl4b8ArJB+9tNiEIjlIyRUVFhIeHEx4ezvbt24mLiyMtLa1O0WAJiabGZrPxxRdfNLiutsj7nDlzGD9+fKubMpbEYHMjk4N/F8ejjaOs+UGxWC/8C9Vis7M20SEGr+l6flPEAIEeWv56+Ap2nyjhn9Qibukbip+b5oLtaWtMnz6dLl268OGHH7JkyRJEUaRTp05s3LjR6Q2pnS5uCkRRZOrUqcyYMYM+ffqQnp7eqP1ee+21NlcvVKOUc2u/MG7pG8q+zFKW7sti+aFcCitN7EyvO70Y6KFheGc/RnT2p19k47reqBVyonxdifJ1ZUyPIJ65vgsrEnJYsCGVo7kVvLkyiWX7s3n35p50DqyfmPFvtHIZQzxdWVlYzu5qHcbiHhRWe+HvpuCrqX3xca2fVSuTCfSM78rfm1ZSJquiVDDg5+0YhydOnAAgPDyIYv0qct1+xWzPBiUIgDavJwHJt2Dc+BtCiYgQUImmizfGI0WEJD1M4MgJuLt1w37ChZUBjmN9lJGPl1LBNF/HVLVWY8BkqapnV1Ny9dVX88cff9CrVy/uueceHnnkERYvXszu3btbpUdG4vJh8+bNdQpT/xtRFMnMzGTz5s31ytS0NJIYlGg0TVF0eldaMeVGK946Fb0a6EXcGARBoG+EF30jvC7YjrbM4MGDGTx48EUd4/nnnz+nWNu1axfbtm2jvLycp5566ryO/9RTT/Hoo486X5eXl9cpftyaEQSBXmGe9Arz5LmxXUktqOTgyTKqLTZc1XK6BHoQ6+960UkQKoWM8T2DGdsjiN/2ZfHyX0c4mlvBhI+38uqE7kzsFXLOY1zh6cbKwnK2lhgIrHZ0GxkQYW1QCNai9dQRInqTIRSSJssnyDsSgPT0dHx90/DQ/0mGWAKuINhUBISMJ9R/CmXzCkEEc2EqIo5MYvcRYRiPFGE8XErwLaMR5AKbyzIpUcuQi2AT4KXUbIJVwbgBMpkdQXbuvsgXw2effYa95jtqxowZeHt7s3nzZsaOHcsDDzzQrOeWaN/k5OQ06XaXEkkMSjQaRRPEDNZOEY/o7H/Zdolobmw2G0uXLiUxMRFBEOjSpQvjxo07r2mHmTNncsstt5x1m4iICF5++WW2b99er3Zbnz59uP322/nmm28a3FetVp+13ltbQS4TiPV3I/Y8Y1vPB5lM4MbeIQzr5MecRfvZdKyAR38+QE6ZkYeGxZx138F6R7zwjrJK4srDAYjyyDvrPoIgEKUJIsNcyEl5MQofLSaTCZl8BZ0670cUQa0KwuPAcNxzBhLy1NVYsitBLETmKkc0Oab85e7ujl7HCgGsIrYyEwovDX9XOTx/o0xyQmK8+OxkAY8kZfOsrAdh9oMEWZq31p9MJsNsNrN3717y8/NRq9XOYtMrV65k7NixTX7OcePGsX//fvLz8/H09GTEiBG88cYbbbLenMSF09i2ua2xva4kBiUajfIi6wza7SIra0rKXNPVv8nsak+kpKRw3XXXkZWVRceOHRFFkWPHjhEaGspff/1FdHR0o47j4+ODj4/PObd7//33efnll52vs7OzGTVqFIsWLaJ///4X/D4k6uOlU7Fwal/eXp3ExxtSmbcqCYvNzpwRsWfcp5NOg7dSQZHZwrFiPQAe4u9s2foVEREPEhJ8W4P7+bh6QTFUCNUovDUkJLxOePh+AMLD7icqag752w9itVZjyarEnOlIwlCFnKpYIPNwR5AJKPQarIXVWIuNKLw0rLOZQA5Xy1TcGhNEcpWR9cUVzBdmMY/7Gf1g8/4Qrly5kjvvvJOioqJ66wRBwGazNbDXxTFs2DCefvppAgMDycrK4v/+7/+YNGkS27Zta/JzSbRehgwZQkhICFlZWQ3GpwqCQEhICEOGNNzGsSVpe53tJVoM5UV2INmXWUJuuRE3tYIrOpxbiEjU5+GHHyY6OprMzEz27t3Lvn37yMjIIDIykocffrjJzxcWFka3bt2cj9hYhzCJjo4mJOTc05gS54dcJvD46E48MdrR0mr+38n8vj/rjNsLgsAVnq4IRhtVJgG5YCVAexSTKYfk5JcwGFIb3M/TUw9AtWDGoE2ntPQ7x+uq8cTEPI5MpkIZ4vA6mk9WYM5weAPV0adCM+Q1rejkXo6YXVuxkfRqE8lyO3K7yFVaF+SCwCddwlHLBPJEL4rwwWovuIhP6NzMnDmTm266iZycHOx2e51HcwhBgEceeYQBAwYQHh7OoEGDePLJJ9m+fTsWi+XcO0tcNsjlct577z2g4UYZoijy7rvvtrrkEZDEoMR5oJDVeAbtFzZN/NdBh1dwRBd/1IrWNxjaAhs3buTNN990lpEB8Pb25vXXX2fjxo0taJlEU/LAVdHMrJkifnrJIVILzhxnd4WnK0KZQ3RE+0CXjk/i5TkYu91M4tEnEcX6AshF74ZSlAMiKcWvgGCnsCCMgIBTnkRVsGNq3JxR4fQMqiP0yDxqRGBN9xFFjRi0lhj5q8DRIzq+xIaXuyNMwEOpIEDlyPYvwQuTMffCPpRGkp+fz6OPPoq/f8vMPhQXF/P9998zaNAglMozVzkwmUyUl5fXeUi0fSZOnMjixYsJDq7bAKJWHBoMhpYw65xIYlCi0SgVNaVlrOfvGbTbRVYkOIJmrzuPXsQSdVGr1c66aadTWVmJSqVq9vNHREQgimKr7D5yufHIyFgGRHlhMNuY/dM+7Ge4CbtC74as3NFyrUd4BGGhd9O58+vI5TrKyvZy4OD9VFU5sntFUWRJXgkPuZr4fPBofh54FfNMIzls60Fqal/8/Pycx1WFO8Sg8Wgx9iorKGQoA3XI9Xp2donj/oiu9N52mAke1SyMVGEqruabLEdryFG5Vmf3EYBAtUMUFeOFydS8YnDSpEls2LChWc/REE888QQ6nQ5vb28yMjL4/fffz7r9a6+9hoeHh/PRVhKsJM7NxIkTSU9PZ/369fzwww+sX7+eV155BYC1a9e2sHUNI8UMSjQaZY1n0HoBnsF9mSXklBlxVSsYIk0RXzBjxozhvvvu48svv6Rfv34A7NixgxkzZjBu3LgWtk6iKZHLBN6/JZ7hb28kIauc1UdyGd1A+8YIrQqdwYYJEDwcAkyjCaJjxxdJTHyCoqL17Cj5h759lvBFoQevp9WIMaUSI578wxD+UQwhLDaXG908nMdVh7njNiyUig2ZIIIq2JUiu51H7pzBruAIx0Ymh0fyaKya7FITGUZwt4hcm21xdh8BCFDXega9MZnPnuBysXz44YdMnjyZzZs3071793reucaGUzQ2475Pnz4A/Oc//+Gee+7hxIkTvPDCC9x11138+eefZ8w6b8sZ9xLnRi6X1ykfM2jQIHr06MF1113XckadBUkMSjSa2phB8wXEDP5xwOEVHNHZr1kLzl7uvP/++0yZMoWBAwc6f+QsFgvjx49n/vz5LWucRJPj567h7sERvL8uhfl/J3NNlwBk/8rCL6g0IZY6PINpylM3aoEBN+Du1o0jiU9QXr6fd4/8zUcGR0mi+4K88f5nPfawpeymP+vFkWR4B3DdoRO81CGYWwO8EAQBj1ERaGI9qdh4kqTeXszanUR2cAQam5U7g30YG+jDkrQCvi4t4ze947zjT1rQ2EHuekqE+TvFoCcmU3IzfmLwww8/sGrVKrRaLRs2bKgjxgRBaLQYbGzGfS21SVmxsbF07tyZ0NBQtm/fzsCBAxvc93LJuJdoHCqViuuvv76lzTgjkhiUaDQX2pvYaLGxZK+jEOcN8cHn2FribOj1en7//XdSUlJITExEFEW6dOlCTMzZS5BItF3uuSKKhVvTOZpbwQfrUhgc401JlYXs0mpOFFWxeE8mZrMNUSVjt92MwWpDVxOTq9PF0LnTa/y6czqfVPYHAR6L8Oc/kYFsyj+GxXKA8LJcfI/J2N5jIOkaVx49msmS3BKejwmiq6uWymAdX13pxXsn8rCJEK1V82X3jnTSOToide+gZNP6Yo67yhGASZlmkAsI2lM/L4Gq0zyDpub1DP73v//lxRdf5Mknn0Qmu/BIqMZm3DdEbSbp6V14JCRqKSoq4pNPPuHJJ59sNckkkhiUaDSnsonPb5r4z4M5lButhHhqGdrBtzlMu6w5fSqpIU6Pj3rnnXea2RqJS42Hi5K7r4jk/bXJvPv3Md79u/423YPdyengykkBHkvKJLXKxMPh/oz106PTdeAH1ePYLAoGqTL5v4i4mr12AJCfH4G+2sDTtlIyojrwVnouW0orGbH7GHqFnHKrjdrbv0n+nrwWG4LbaQlgWlc1zx2z8GAPGddpXAiurkCuV9fxyNVOE5t0fenRcUBzfExOzGYzN99880UJwfNh586d7Ny5kyuuuAJPT0+OHz/Os88+S3R09Bm9ghLtF6vVSr9+/Th+/Dg+Pj7cf//9LW0SIIlBifOgts7g+U4T/7DDEbx+a7+welNcEudm3759jdruYjtiSLReZlwZRZXJyqGsMk6WVOOlUxHooSHUy4Vuwe6MiwvmjbQc3s/IZ2l+KQAvpmZzva8Hy/JLOWAJRimauMn0GmZzf6zWciyW49jtAoUFjmLV/r6+jKsRkC+kZLOuuJxSqyMTuaurhplh/kzwb7hrUE+FirXrKnHr7UI11EkegVMJJEV2N/T65m3NOWXKFBYtWsTTTz/drOepRavVsmTJEp577jkMBgOBgYGMHj2an376SZoGlqiHQqFg9uzZzJ49m6eeeoqJEyfi69vyTpJ2LQbT09N56aWXWLduHbm5uQQFBXHHHXfwzDPPXJLMzLbGqWnixnsGj+aWszejFIVMYHJvqS7dhbB+/fqWNkGihXFRKfjvmLOLqEkBXnx+sgCtXIbJLpJpNPN3UTkvpWYDcJN6G76mPAoL12E2O2r9lZYEYbU6BEvtlGi4Vs1X3SMx2+0kGox4KxWEaM7+fajw0qDIMWDJcGS6nx4vCKc8g3lmC6IoNuuNi81m480332TVqlX06NGjXgJJU3vPu3fvzrp165r0mBKXNw8++CALFy5k//79PPHEE3z11VctbVL7FoNHjx7Fbrfz6aefEhMTQ0JCAtOnT8dgMPDWW2+1tHmtDlXtNPF59Cb+YG0KACO7+OPnrmkWuyQkJCBWp2HnwC64yuU8n5LFN9lFzErMoMxqI1it5F5/NdknoLBoPUajQyCWl5+KNf23d0IlkxHn5tKoc9cWnrbmVwOg8NHWWe9fEzNotIuUWm14Kpvvp+fQoUPEx8cDkJCQUGed5D2XaA0oFAo+/vhjBg0axMKFC7nnnnsuut/8RdvUomdvYUaPHs3o0aOdr6OiokhKSmLBggWSGGyA2qLT5kZ6Bg+eLOWvQzkIAswe0aE5TZOQkAB8a0TXbUHefJNdRFnNNO+TUYGE6IaRfeJtioo2IYpmBEGOKPYASlGpVLi5XXj/5drC0wAKXy1uV9UtkaKRy/BSyim22Mg1WZpVDEqedIm2wMCBA7n33nv54osvePDBB9mzZw8KRctJMqno9L8oKyur092hIdpr5XjFebaje2PlUQAm9AymU4B7s9klISFRlx6uWrq6OgRaN1ctN/p74uraCbU6EFF0lKHR6/vh7h4EOLyCF+M1UwY6ehbL3FT4TOuGXFe/80ZtF5Ick9SiTUICHIXHvby8OHjwIAsWLGhRWyQxeBqpqal88MEHzJgx46zbtdfK8aqamEFLI8Tgd9tPsDWlCJVcxiMjY5vbNAkJidMQBIH/RgXR082FeR1DkQkCgiDg43O1cxtf31HOG9+LDWBXhbvjM60b/rPiUXg2HA5SGzeYK4lBCQnAEac7b9487r//fm6//XZsNhsbNmzgxx9/ZMOGDc3WS7shLksx+PzzzyPUfPmd6bF79+46+2RnZzN69GgmT57Mvffee9bjP/XUU5SVlTkfmZmZzfl2Wg2NTSD5+0gez/7uiNWZPaIDoV6NizuSkJBoOoZ5u7OyTyzx7qfGn4/3MOdzX9+R9O7dm7i4uIsugSIIAppYT+TuZ040qc0ozjVLYlBCopZp06bxySefsGHDBiIiIhg2bBi33XYbw4YNIyIigiVLllwSOy7LmMHzrRyfnZ3NsGHDGDhwIJ999tk5j99eK8fXThNbzpBAYreLfLU1jTdWHsUuws19QnnwquhLaaKEhMRZ8PIajL/fGLTaUDTqADRqmDBhwiU5t7/kGZSQaJAlS5YwadIkZ7HyWrKyspg0aRKLFy9mxIgRzWrDZSkGz6dyfFZWFsOGDaN3794sXLjwkhUqbYs4p4mtpy5Ys9VOQaWJ3enFfL0tnX0ZpQBc3z2Qlyd0k7L3JCRaETKZim7d3muRc9d6BqWYQQmJU9hsNmbPnl1PCALOMkxz5szhwIEDzWrHZSkGG0t2djZXXXUVYWFhvPXWWxQUFDjXBQQEtKBlrZNaz2CRwcR1720mr9xIkcFcZxu1QsZ/x3Thjv5hkhCUkJBwUptAInkGJSROsXnzZk6ePHnG9aIokpmZybZt25rVjnYtBlevXk1KSgopKSmEhNQtiNyQSm/veOlUyASw2ESO5JzKoFbKBUI9XRjfM5hb+oXiL9UTlJCQ+BeSZ1BCoj45OTmN2i43N7dZ7WjXYnDq1KlMnTq1pc1oM/i5afh2Wn9OllTh567G311DgLsGTxeV1GZOQkLirIRp1fwnIoBATf2yMxIS7ZXAwMBGbdfcs5XtWgxKnD9XdGhcLKaEhITE6bgr5DwWKYXfSEiczpAhQwgJCSErK6vBGUlBEAgJCWHQoEHNaoeULSEhISEhISEh0QLI5XLee8+R1PXvOPva1/Pnz0culzerHZIYlJCQkJCQkJBoISZOnMjixYsJDg6uszwkJITFixczceLEZrdBmiaWkJCQkJCQkGhBJk6cyPjx49m8eTM5OTkEBgYyZMiQZvcI1iKJwSagdp6/vfQoljg/aq+L9pyhLo0RibMhjRFpjEg46NWrl/O5wWBwPm/uMSKJwSagoqICoN30KJa4MCoqKvDw8GhpM1oEaYxINAZpjEhjROLsNNcYEcT2fCvWRNjtdrKzsxFFkbCwMDIzM3F3d29psxpNeXk5oaGhbcrutmSzKIpUVFQQFBTUbjvcSGPk0tOWbJbGyKkx4ubmdlkW7G9L12NT0ZTvubnHiOQZbAJkMhkhISFON667u3ubvNjbot1txeb26u2oRRojLUdbsVkaI7J6zQ8uR9rK9diUNNV7bs4x0j5vwSQkJCQkJCQkJABJDEpISEhISEhItGskMdiEqNVqnnvuOdRqdUubcl60Rbvbos0Sbffv1hbtbos2S1y+tMfrsS29ZymBREJCQkJCQkKiHSN5BiUkJCQkJCQk2jGSGJSQkJCQkJCQaMdIYlBCQkJCQkJCoh0jiUEJCQkJCQkJiXaMJAabkI8//pjIyEg0Gg29e/dm8+bNLW2Sk9dee42+ffvi5uaGn58fN9xwA0lJSXW2mTp1KoIg1HkMGDCghSx28Pzzz9ezKSAgwLleFEWef/55goKC0Gq1XHXVVRw+fLgFLZY4G9IYaXqkMSLRWjnXtXm5sGnTJsaOHUtQUBCCILB06dI669vCGJTEYBOxaNEi5syZwzPPPMO+ffsYMmQI1157LRkZGS1tGgAbN27koYceYvv27axZswar1co111xTpxE2wOjRo8nJyXE+li9f3kIWn6Jr1651bDp06JBz3Ztvvsk777zDhx9+yK5duwgICGDkyJHOPp8SrQdpjDQf0hiRaK2c7dq8XDAYDMTFxfHhhx82uL5NjEFRokno16+fOGPGjDrLOnXqJD755JMtZNHZyc/PFwFx48aNzmVTpkwRx48f33JGNcBzzz0nxsXFNbjObreLAQEB4uuvv+5cZjQaRQ8PD/GTTz65RBZKNBZpjDQP0hiRaK2c7dq8XAHE3377zfm6rYxByTPYBJjNZvbs2cM111xTZ/k111zDtm3bWsiqs1NWVgaAl5dXneUbNmzAz8+P2NhYpk+fTn5+fkuYV4fk5GSCgoKIjIzklltu4fjx4wCkpaWRm5tb53NXq9VceeWVrfZzb69IY6R5kcaIRGvlTNdme6GtjEFJDDYBhYWF2Gw2/P396yz39/cnNze3haw6M6Io8uijj3LFFVfQrVs35/Jrr72W77//nnXr1vH222+za9curr76akwmU4vZ2r9/f7799ltWrVrF559/Tm5uLoMGDaKoqMj52baVz709I42R5kMaIxKtlbNdm+2FtjIGFS1twOWEIAh1XouiWG9Za2DmzJkcPHiQLVu21Fl+8803O59369aNPn36EB4ezl9//cXEiRMvtZmA48e3lu7duzNw4ECio6P55ptvnIH7beVzl2g7fytpjEhIXDxnuzYfffTRFrTs0tPax6DkGWwCfHx8kMvl9VR+fn5+vbuBlmbWrFksW7aM9evXExISctZtAwMDCQ8PJzk5+RJZd250Oh3du3cnOTnZmZXWFj739o40Ri4d0hiRaK2cfm22F9rKGJTEYBOgUqno3bs3a9asqbN8zZo1DBo0qIWsqosoisycOZMlS5awbt06IiMjz7lPUVERmZmZBAYGXgILG4fJZCIxMZHAwEAiIyMJCAio87mbzWY2btzYaj53CQfSGLl0SGNEorVy+rXZXmgzY7DFUlcuM3766SdRqVSKX375pXjkyBFxzpw5ok6nE9PT01vaNFEURfGBBx4QPTw8xA0bNog5OTnOR1VVlSiKolhRUSE+9thj4rZt28S0tDRx/fr14sCBA8Xg4GCxvLy8xex+7LHHxA0bNojHjx8Xt2/fLo4ZM0Z0c3Nzfq6vv/666OHhIS5ZskQ8dOiQeOutt4qBgYEtarNEw0hjpHmQxohEa+Vc1+blQkVFhbhv3z5x3759IiC+88474r59+8QTJ06Iotg2xqAkBpuQjz76SAwPDxdVKpXYq1evOiUpWhqgwcfChQtFURTFqqoq8ZprrhF9fX1FpVIphoWFiVOmTBEzMjJa1O6bb75ZDAwMFJVKpRgUFCROnDhRPHz4sHO93W4Xn3vuOTEgIEBUq9Xi0KFDxUOHDrWgxRJnQxojTY80RiRaK+e6Ni8X1q9f3+B3x5QpU0RRbBtjUBBFUbzU3kgJCQkJCQkJCYnWgRQzKCEhISEhISHRjpHEoISEhISEhIREO0YSgxISEhISEhIS7RhJDEpISEhISEhItGMkMSghISEhISEh0Y6RxKCEhISEhISERDtGEoMSEhISEhISEu0YSQxeRlx11VXMmTPnkpxLEASWLl16XvtEREQwf/78izrvhg0bEASB0tLSizqORPtEGiMSEhfOpRw/jeVCxplEfRQtbYBE6+b5559n6dKl7N+//6KPtWvXLnQ63cUbJSHRipDGiER7YcmSJSiVSsBx4zJnzpxLJg7PNM5ycnLw9PS8JDZczkhiUOKS4evr29ImSEi0aqQxItGa8fLyavJjms1mVCrVBe8fEBDQhNa0X6Rp4jaKwWDgrrvuwtXVlcDAQN5+++1625jNZh5//HGCg4PR6XT079+fDRs2ONd//fXX6PV6li5dSmxsLBqNhpEjR5KZmelc/8ILL3DgwAEEQUAQBL7++mvn/oWFhUyYMAEXFxc6dOjAsmXLzmrzv6fABEHgiy++OOsxli9fTmxsLFqtlmHDhpGenl7vuNu2bWPo0KFotVpCQ0N5+OGHMRgMAHz77be4urqSnJzs3H7WrFnExsY6t5G4PJHGyCmkMSLRFNROE1911VWcOHGCRx55xHnd13K2aw0c1/jLL7/M1KlT8fDwYPr06QA88cQTxMbG4uLiQlRUFHPnzsVisQBnH2f/niY+dOgQV199NVqtFm9vb+677z4qKyud66dOncoNN9zAW2+9RWBgIN7e3jz00EPOc7VbWro5ssSF8cADD4ghISHi6tWrxYMHD4pjxowRXV1dxdmzZzu3ue2228RBgwaJmzZtElNSUsR58+aJarVaPHbsmCiKorhw4UJRqVSKffr0Ebdt2ybu3r1b7Nevnzho0CBRFEWxqqpKfOyxx8SuXbuKOTk5Yk5OjlhVVSWKoigCYkhIiPjDDz+IycnJ4sMPPyy6urqKRUVFZ7Q5PDxcfPfdd52vz3WMjIwMUa1Wi7NnzxaPHj0qfvfdd6K/v78IiCUlJaIoiuLBgwdFV1dX8d133xWPHTsmbt26VYyPjxenTp3qPM/kyZPFvn37ihaLRVyxYoWoVCrFnTt3NsWfQaIVI42RElEUpTEi0XRceeWV4uzZs8WioiIxJCREfPHFF53XvSg27loLDw8X3d3dxXnz5onJyclicnKyKIqi+NJLL4lbt24V09LSxGXLlon+/v7iG2+8IYriucfZb7/9JoqiKBoMBjEoKEicOHGieOjQIXHt2rViZGSkOGXKFOf5p0yZIrq7u4szZswQExMTxT/++EN0cXERP/vss0vwCbZeJDHYBqmoqBBVKpX4008/OZcVFRWJWq3W+UOXkpIiCoIgZmVl1dl3+PDh4lNPPSWKouOHDhC3b9/uXJ+YmCgC4o4dO0RRFMXnnntOjIuLq2cDIP73v/91vq6srBQFQRBXrFhxRrsb+qE72zGeeuopsXPnzqLdbndu88QTT9T5obvzzjvF++67r855Nm/eLMpkMrG6uloURVEsLi4WQ0JCxAceeED09/cXX3755TPaKHF5II0RaYxIND21YlAU61+roti4ay08PFy84YYbznmuN998U+zdu7fz9dnGWa0Y/Oyzz0RPT0+xsrLSuf6vv/4SZTKZmJubK4qiQwyGh4eLVqvVuc3kyZPFm2+++Zw2Xc5IMYNtkNTUVMxmMwMHDnQu8/LyomPHjs7Xe/fuRRRFYmNj6+xrMpnw9vZ2vlYoFPTp08f5ulOnTuj1ehITE+nXr99Z7ejRo4fzuU6nw83Njfz8/PN6L2c7RmJiIgMGDKgzBXH6ewbYs2cPKSkpfP/9985loihit9tJS0ujc+fOeHp68uWXXzJq1CgGDRrEk08+eV42SrQ9pDFyCmmMSFwqGnOtAXXGUy2LFy9m/vz5pKSkUFlZidVqxd3d/bzOn5iYSFxcXJ0krMGDB2O320lKSsLf3x+Arl27IpfLndsEBgZy6NCh8zrX5YYkBtsgoiiecxu73Y5cLmfPnj11LnoAV1fXOq9P/yE527J/U5tVdvo+drv9nPs19hiNfZ/3338/Dz/8cL11YWFhzuebNm1CLpeTnZ2NwWA47y8ZibaFNEZOIY0RiUtFY6+1f2fMb9++nVtuuYUXXniBUaNG4eHhwU8//dRgnO/ZEEXxjOPy9OVNMS4vN6QEkjZITEwMSqWS7du3O5eVlJRw7Ngx5+v4+HhsNhv5+fnExMTUeZyefWW1Wtm9e7fzdVJSEqWlpXTq1AkAlUqFzWa7BO+qPl26dKnzHoF6r3v16sXhw4frvceYmBhnhtq2bdt48803+eOPP3B3d2fWrFmX7D1ItAzSGDmFNEYkmoOGrvvGXGsNsXXrVsLDw3nmmWfo06cPHTp04MSJE+c837/p0qUL+/fvr5OwsnXrVmQyWb0ZAIm6SGKwDeLq6so999zDf/7zH9auXUtCQgJTp05FJjv154yNjeX222/nrrvuYsmSJaSlpbFr1y7eeOMNli9f7txOqVQya9YsduzYwd69e7n77rsZMGCAc/orIiKCtLQ09u/fT2FhISaT6ZK9zxkzZpCamsqjjz5KUlISP/zwQ51MTXBkoP3zzz889NBD7N+/n+TkZJYtW+b8MauoqODOO+9k1qxZXHvttfzwww/8/PPP/PLLL5fsfUhceqQxcgppjEg0BxEREWzatImsrCwKCwuBc19rZyImJoaMjAx++uknUlNTef/99/ntt9/qne9c4+z2229Ho9EwZcoUEhISWL9+PbNmzeLOO+90ThFLNIwkBtso8+bNY+jQoYwbN44RI0ZwxRVX0Lt37zrbLFy4kLvuuovHHnuMjh07Mm7cOHbs2EFoaKhzGxcXF5544gluu+02Bg4ciFar5aeffnKuv/HGGxk9ejTDhg3D19eXH3/88ZK9x7CwMH799Vf++OMP4uLi+OSTT3j11VfrbNOjRw82btxIcnIyQ4YMIT4+nrlz5xIYGAjA7Nmz0el0zv26du3KG2+8wYwZM8jKyrpk70Xi0iONEQfSGJFoDl588UXS09OJjo521sc817V2JsaPH88jjzzCzJkz6dmzJ9u2bWPu3Ll1tmnMOHNxcWHVqlUUFxfTt29fJk2axPDhw/nwww+b7o1fpghiY4JOJC5Lvv76a+bMmSO1rZKQOAPSGJGQkGgPSJ5BCQkJCQkJCYl2jCQGJSQkJCQkJCTaMdI0sYSEhISEhIREO0byDEpISEhISEhItGMkMSghISEhISEh0Y6RxKCEhISEhISERDtGEoMSEhISEhISEu0YSQxKSEhISEhISLRjJDEoISEhISEhIdGOkcSghISEhISEhEQ7RhKDEhISEhISEhLtGEkMSkhISEhISEi0Y/4fpp1ErzqmH6UAAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 640x480 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import tlusty as tl\n",
"plt.ion()\n",
"tl.pconv('hhe35lt')"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import tlusty as tl\n",
"plt.ion()\n",
"tl.pmodel('hhe35lt',1)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"tl.pmodels(['hhe35lt', 'hhe35nc', 'hhe35nl'])\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import tlusty as tl\n",
"plt.ion()\n",
"tl.pmods(['hhe35lt'],[2])"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import tlusty as tl\n",
"plt.ion()\n",
"tl.pflux(['hhe35lt'], rel=False, ilogx=True)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "study",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.13"
}
},
"nbformat": 4,
"nbformat_minor": 2
}