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bflACR06IlOX7/qLHybRQDQJCfDqdWnhKhP6tdfk2i4qrmIH/9lBWtfvoE17QfQef56NwZWFXsCqKgqJ6+7mQ9DupAb04HbPByVEF6lmmuHfoP9elE0cJC7Iqpe8c1jYFRxAliQS3ZWPiFNAj0ZlRA1IjWAom5U04yT9udadKqNkEBftPVlyaRSYRRedQ2f9bmCPcExnotHCG9URfcRm9VG6wPbAQgfO8KdUVVJLb546EODMWvs9SiZCYmeDEmIGpMaQFE3qhkFrN36DwCWPn3cFZETzjUBN/HXA3A23+y5cITwRlV0Hzn19zbijNkU6nxoMeZSNwdWhVIDVg626Eih2YrmbC6tPBeREDUmCaCoG9WM5Is5vAeAkEsudldE1SuOVQHCbYX0ObkPnaJis42Qhd2FcJcqmoDTlq0iDjjSugtd/XzdG1eVzt08Pj/jQzYey+CN8Fh6ezQmIWpGEkBRNxzTwJRvxsk8cZrmmSkANB852J1RVePcRTx8zw4WfzmdgxEtyC18jJDiGkEhhItV0X3Etsm+bnhO155uDMgJJTe6qkpE8drhGfmyipBoWCQBFHWjqmacFWtpAiRGxNIiqh6tmF6qtlIXHQVA0/wszhpNkgAK4S5VtB78e9C/WGhozfU3jXRzUNU5F2uYo/uIrCMuGhYZBCLqRhXNOMZ1GwFI6dDNnRHVgApR9gQwrCCHzOx8D8cjhBep5NphsthYXejPr50upc2IejQCuAyVocu/Zf17d9D//Rc9HYwQNSIJoKgbVSSA28Na8lOnIeQMqT+j+OxKmnGA8HCsxbHnn5TJoIVwm0quHQdScjBZbTTx1xMX5ueBwKpQqgk4SKvSPDcNvzOyipBoWCQBFHWjZBRwBf14/hfdi0eufAL9xNvdHFQ1HINAVNBqyQ0KBaDwpFzIhXAbR/eRsteO1O9+5r5N33GFmopSyeAyzynVfSQqEgDfzLOeCkaIWpEEUNSNSu7icwvNJGTYm1S7xAS7O6pqnBsEApAfal/WyXI6xUPxCOGFKrl2BP+4mBmrFjLu0AYPBFWNUjWAPsUJYECOJICiYZEEUNSNSjpyH9yylzbpScQGG4gINHggsCqcF2thmH1Wf1uKJIBCuE0lCWDTg7sB8B90kbsjcsK5m8eAuGgAgvKyPBaNELUhCaCoG7aKZ/PXfPABKz+azPN//ccDQVWnVBMwcPDKm5k98j4OtOzsyaCE8C4VdB/JyciixZkTAMSOusQTUVWt1DriQcUJYGh+DhaL1XMxCVFDkgCKulHJXbzfjm32zT17uDui6pVqxgHIuOwKPu9zBQdDm3swKCG8TAWtBydWrEOr2kgLDicsvrWHAnOCqhIcZ18+0sdmITsl3cMBCeE8mQdQ1I2KEkCbjbijewEIG1qfJoAuUbYJOMzfB4AsoywHJ4TbOCaRP3ftyF1rnzrqdHxX6tHMoeeUqgHU+ftxIKot+Ro9oWdzCI+N9GhoQjhLEkBRNyqYzT9t2x6aFhkp1PnQZmh/DwVWBaVsE3CE1Ujfk3uJyg8ABnowMCG8iFq++4h+21YACnvWp7XDSyvbevDAtI84lpbPN4FhtPVgVELUhDQBi7qhll8J5PTyNQAci43HP6CezeMFnF8DGLPrH7778knu//5ND8UjhBeqYBWhiKMHAAgcNMATEVVPKTuDQHiAvfXgrCwHJxoQqQEUdaOCJmDz35sAyOxcD/v/QbmLuH9xZ+6QvCxsNhWNpr7NPSZEI3TetSMz38SY296gQ9px/nv5KA8GVpWyNYBNiruPyHrAoiGRGkBRNypIAIN37wBAO6CfBwJyRnETcPFFPDDWngCGGXPILZB+gEK4xXndR3afysak05PbtQchzZp4MLAqnHfzeOOST9jw3iRaffq+52ISooakBlDUjfOacVRV5fWB/6JTVBcuG1vfFnIvdt48gIZo+3rAfpYizqRlEhIgnbmFcLnzuo/sPpUNQPfYUA8F5IyyNYBBNhMxuemcSJZVhETD4bIEMCsrix9++IG1a9dy4sQJjEYjTZs2pVevXowZM4aLL77YVacWnnDeSL6kswX8HteLla37MLlPA5lXLzCQIp0PBouJvJPJ0EoSQCFc7rzWg3avzmX+yTP4dnwY6OW5uKpy/tJ0TZsBoDsr08CIhqPOm4BPnz7N3XffTXR0NPPmzaOgoICePXsyYsQIYmNj+euvvxg1ahSdO3fmf//7X12fXnjKec04e07b7+I7RAah19bTngbnNeOgKOQUrwdccCrZIyEJ4XXOu3nsse53bt75Bx0NFg8GVZ2y1w5dpH2yGoOsBywakDqvAezVqxcTJ05k69atdO5ccc1PQUEBP/74I2+88QZJSUlMmzatrsMQ7nZeM07h4h8YfuQMLTvV107cpamO7/KDm9A0M5UiWQ9YCPco1X0k/WgiUdlp2FBoUR9XADlfcfLqU9x9xF/WAxYNSJ0ngPv27SM8PLzKffz8/JgwYQITJkwgIyOjrkMQnnBeM06/j1/n2pNHWNU3BqiPk0DDuaXgzlk3/jY+PnSSLjFtPBOSEN6m1LXj9PK1RABJkS1oGVFPB4BAuSZgv+bF6wHnZnkgGCFqp84TwOqSvwvdX9RTpSdzzc6m+amjADQZOdRzMVXnvKXgAI6OuZovAo8zOUT6/wnhFqW6jxg3/A1AaodutHRzGDabDZPJuWlcbD4RaALjsKh6dIWF+DaPpLBlS/y0egqMRhRNPe320sCYzWZ0Oh2FhYVYrTVbZ1mv16PVaqvf0Yu5dBTwzz//XOF2RVHw9fWlXbt2tG5dj9d5FM4r1YyT9ecaQlWV46HRxHevz/Pin9cHkHPLwWXKfF5CuEep7iN+u7YDYO3T160hmEwmEhISsNlsTu2vtr0dpeUNqLowlIQEVJ2NzP98iFXRoE9IQCMJYJ1QVZWoqCiSkpJQzh9444TQ0FCioqJqdaw3cGkCePXVV6MoCmqpGhbAsU1RFAYPHsyPP/5Ikyb1uLpfVK/Ugu6ZK1YTChxq25VWPvV4piGlfBNwlDmPfkl7CPLLgOu6eyYuIbxJ8bVDtam0PLQLgJBL3bcUo6qqJCcno9VqiYuLcyp5UzM1KOZ81MBoFH/7Z9ehwGYoqkpcRAA+Oql5qgs2m428vDwCAwNrlFSrqorRaCQ1NRWA6OhoV4XYoLn003n58uU8/fTTPP/88/Tvb18LdvPmzcyaNYuZM2cSEhLCfffdx7Rp0/j4449dGYpwtZIkX6NF+7d9IfesHvV1AugS5WsA22/6i0VfPcX2zhfBnNs9E5aoVskNpGgEihPAUwnJFPkFo7eYaTPmUred3mKxYDQaiYmJwd/f36ljVB8tiqqgGvQovr4A+PiYMFltaPUGfA31+Ma3ASlplvf19a1xraqfn3350dTUVJo1aybNwRVw6bv0kUce4T//+U+ZOf9GjBiBr68v9957L3v37uWNN97gzjvvdGUYwh1KmnFUaLZvBwDawYM8F48zKkggfGJkNF99VWi28uGaYyzaepKkTCNN/H0YGBfMZb3jGNMlqv5ONySqVtzsuqPQwEP3/JuhkXoW+vm67fQlfct8fHxqcFT5a4dWq4AVrDa1gv2FJ5Qk9GazWRLACrg0ATx69CjBwcHltgcHB3Ps2DEA4uPjSU+XyTMbvJIm4OMn8C00kmMIIHpQH8/GVK2SJuBzF+yAWHsCKKP56pfsAjNPvvg9gVv+JrGbfWWZs/kmHnjyZrJ9A3l2wOVE33ELEy6NJyygJh/kwuOKrx07TuUA0LWzu4d/2F1ojXJkZiq++bmYNNHgJ4PI6gNpJaiaS2+Z+/TpwxNPPEFaWppjW1paGtOnT6dfP3vz4OHDh4mLi6vzc69Zs4YrrriCmJgYFEXhxx9/LPO8qqrMnj2b6Oho/Pz8GDlyJIcPH67zOOoFm42ktFw+WnuM1YfSyvXJrBPFF/G8uDYMveffPDr+cbrEhdX9eepSBaOAQ1vEANAkP5siS81GnQnXsNlUXnx1MS+8eDez//yIt8e35e8ZI/jx1q50Tkvg4sRdzFu0gBtvGMx/L7uT+Z+u4mhanqfDbvBsNpXUbCPJmfmYLM4NjqiV4mvHtoP2uTcHtm2YM0NoVRs+NguYZR1x0TC4NAH8+OOPSUhIIDY2lnbt2tGuXTtiY2M5fvw4H330EQB5eXnMnDmzzs+dn59Pjx49ePfddyt8/qWXXuKtt97igw8+YNOmTQQEBDBmzBgKCwvrPBZ3UlWVfadzSMwwwquvQu/eWP0DiGsWzG3DOhI1qC87LhqNae48OHWq7k5cPAr4wJk8joc1J/Hi4YT46evu9V2i/N1hUIvmgH094LNnMt0dkKjAj+sOcs9rUwktzEPXoT1XdIwgKsSXnl1bohw7hnXWbAqaRtI0P4uH137J4/eMYsfwq5g9/3/8vjuZ/KL6vKJE/WKzqSzdk8LETzbT7Zk/WDP4SqLDAskKjWBnm+6svOxWlj/zFlvX7iKvrsq1uPvIV+9O5uWV79O/dT2/cSzj3M2jqituUKvnCeDQoUN59NFHHY9btWrFG2+84bF4SixcuJDQ0FBPh+FVXNoE3KFDB/bt28eyZcs4dOiQY9uoUaMcHTqvvvpql5z7sssu47LLLqvwOVVVeeONN5g5cyZXXXUVAJ9//jmRkZH8+OOP3HTTTS6JyR1m/bSH//6dCMBHx48ycvt2Sno+GKxmOqQnQnoibF7B0viLOBpZwL7TOfTZsYZLso7RatQl6Pv2gdatK+wjV6mSu/ikHCCEwe0i6vYHcwWlfBOwEhhIoc4HX4uJrBOniG7eAH6ORqzAZCVjzjxaZyaT1yyawBV/QESp30mrVmifexa/WTNRFy0i/+XXCNyxlev2/Mnqv3szOScQH52GYaE2OsWF0aZjS5qH+hHbxI8QPz0GnUaaiYplpGez7tYpTO9yNUV6A3Dub6NZfibNEjIhYTcs/RKeheSgcG55ciFt42PpERtKL0MR0TERhEeGodHU/NrhazETE1GPl46sSOnGFL3941SxyA2HaBhcPlRJo9EwduxYhg4disFgqBcX24SEBFJSUhg5cqRjW0hICAMGDGDjxo2VJoBFRUUUFRU5Hufk2PusmM1mzHV416fs+gbNjq+4ODMTzecfYHPyYppbaOHy07lcXlzxpmln4/DUDuT5+BMc5EerEB8Kc/I4m5qJb1EBoXtn0nuvQm+gbX4izUxZ8NvH8BvYNAo2rR6LVodNq+Vsmw4YDHr0WgX9mRS0OTnYVNXRfOoblIdGB/0+f5vObe7n8q7967RMXEFjsxUnx2qZWHMCQ/HNSiX7xEnM/SpezlDUjLr5Qy4+/HmN3s8AOWfzuLPldrjdH7/OzbH9UvXIbP+Hm2HLGYz19GmmRmxmUsEGisw2WpxIpvnuNEx/6CjS6TFr9eQoWmwaBVXRcDosGlvxKjZh+VkEFuWjqgp7crvTfNZ/aNeiYTRLWo+tZeCRl2pczhaLFf22nVwVmUsfyzqsMS0JD/TB72EdNtsILMZCzLl5qNk56PJy8SkyEq4x81ThPNitwG5okXqM0MI8LBotRTodNo0WVaPFptFg0+pIjm7lOF9EejIGUwGoKsERxQmTCsH33en264bZbEZVVWw2m9PzAJ6bP0BFLTlGZ7/wKlaL069Tl0wmk9MDWUp+3soee0LJ+c+Pq+T/2sRns9lQVbXCQSD1/fPJHVyaANpsNp5//nk++OADzpw5w6FDh2jTpg2zZs2iVatW3HXXXa48faVSUux9TSIjy3bUjYyMdDxXkQULFvDss8+W275s2TKnpw9wRofklXRM2UBTgBp0ZQoBBp4/0Cmo+H8TkAYBQECIfVNT9p/brxmUfjtoAA02dNgnRPbP23EuFqX4ZBWIP3qC6AG+nNq1gdO7nY/dEzokH6Fj8ffLly93bE8cej1n8lX8TqZxZskSzwTXyIzbNZemVmON3s8AkQCt7O9GbcEhOHHIqeM0ftAqP51WAFogHAjX4QP4YAbKXvyjyTr3IKD4C4gq+pMfb5zI/lkPoPX8vWu1+ia8TfPcPZBbs+N8AJ9IAB2xZEBuRpnX8Cn+Iqj4C3tZDix9DYm2b9cBOqxA2T60oUU7zz0IoiyTyuouQ8hSjBxz89+cTqcjKiqKvLw8p1cC8bdY8AEKCwoxWewVAbbi0cSKxeKoHHCl8ePH06lTJ3Q6Hd9++y2dO3fml19+Yf369cyePZs9e/bQpEkTbrrpJmbOnImuuInaYrFgMpkcMdpsNgoLCyuNedu2bcydO5ddu3ZhNpvp1q0b8+fPp0ePHo59mjRpwptvvsmyZcv4888/iY6OZu7cuYwbN86xz5IlS5g1axanTp2iX79+3HzzzTzwwAMcP36ckJAQCgsLUVW1TBxLlizhxRdf5ODBg0RFRTFhwgQef/xxx89SHZPJREFBAWvWrMFyXs2s0Wh0rqAbMZcmgPPmzeOzzz7jpZde4p577nFs79q1K2+88YbHEsDamjFjBlOnTnU8zsnJIS4ujtGjR1c42rnW0tpQlDKWXbt20b17d+eGr1utnHn4CZpnppB+yXBCJ99d49NarCo7TmZx+HQ2+uxMIlQTodZCNAVG9rbowpk8EwVmKx1PHyGyIBMfnQ6dVoOqgIqGPEI5/vLNvHZlf/zr8wTQxTRr90Jxvj9q1Cj0evsd/FNFLVi87TRTe7Vj3BBZE7gu6Hbb795NI+ejCWrm1DEnz+YTNP1xwo05FN5zH7phQy4siPx8SE1FOXsWNeMsVmMB1qIibEVFZF12JaqPHlUFvx1b8T+5nYCAnaCFK7ctZ53hGQaOdO/qFLWh/O9LyAJzj1tR2gx16pijf/5Nh4/eAuDM5IcJv+SiWp/flp+P8Uw6BakZWI2FWAsKUAsKsKiQ0qd4OjAFwvfuxJCbCWhAo8Ec1Z2L/pqCxgMTKBcWFpKUlERgYCC+vr6oqkqBueoBYOYCLRazDZuvHp2v/ea/qMiG0aJiUi2ObTXlp9c63Uqm0+n45ptvuP/++1m3bh0Aubm53HjjjUycOJEvvviCAwcOcN999xESEsKcOXMcx/n4+Dg+szQaDb6+vpV+htlsNu644w769u2Lqqq89tpr/Otf/+LgwYMEBZ3L5F9++WVeeOEFXnvtNd555x3uu+8+EhISCAsLIyEhgUmTJvHwww9z1113sX37dqZPnw5AUFAQwcHB+Pr6oiiKI461a9cyefJkXnjhBUaOHMmxY8e4//77MRgMzJ4926kyKiwsxM/Pj0svvRRf37JTC7kjSa/vXPop/fnnn/Of//yHESNGcP/99zu29+jRgwMHDrjy1FWKirJP9XHmzJkyM4SfOXOGnj17VnqcwWDAYDCU267X6x3JQ52I6Ya5aUdOJ/nRs9s4dE68dsqr79B8/UmyfQMJXPoJurjmNT6tDrioN1R0+e9d41drALTFb39VLfM7jAy2TyB61mip29+rFyvpKqV0vAxdhHNJ9aIftmHQj+LKwt20uv8V8K3bueFKX/wCSz8x5HZIWAufjcfk54cP+WQu/BL9Ze5bnaK2bNgTbSW2H7oeN1S7v6nIjM/oJyDVwo4rb6HnQ69ecAw+QGgF29uVfnD1BZ+mzlitVhRFQaPRoNFoMJosdH1mefUHAo47yPMtPl2rWPY9NwZ/H+eT4Pj4eF5++WXH46effpq4uDjeffddFEWhc+fOpKSk8OSTTzJnzhxH3/uSn7fE+Y9LK91VCuDDDz8kNDSUtWvXMn78eMf2SZMmccsttwD21rK3336bf/75h7Fjx/Lhhx/SoUMHXnnlFQA6derEvn37eP755x3lXnL+kv/nzp3Lk08+yYQJEwgODiY+Pp65c+cyffp0nnnmGafKR6Ox9/Gt6DNaru0uHgV86tQp2rVrV267zWbzaPt769atiYqKYuXKlY5tOTk5bNq0iYED6/9FvhyzmcAX5gHw29V341uL5M+bnX+/HWvKoX/SHvT79ngknkbJsVSg85ecX49k89qlt7HvxxV1nvxVqzhOJcReG9F+1e8NYzRxyZRGTpbzzhfepXXqCbL9gujw4ZsuDEy4Qp8+Zeda3b9/PwMHDixTizho0CDy8vI4efJkrc5x5swZ7rnnHuLj4wkJCSE4OJi8vDwSExPL7Ne9+7mlMwMCAggODnYsxXbw4EHH1G8lSlYHq8zOnTuZO3cusbGxBAcHExgYyD333ENycrI039YRl9YAdu7cmbVr19KyZdmJPb/77jt69erlylOTl5fHkSNHHI8TEhLYsWMHYWFhtGjRgkcffZR58+YRHx9P69atmTVrFjExMS4blexSixcTmH6GtIBQLPfe5+loGpDyS8EB9PzzJ27+aj6rL7oMnvqX+8NqjBxzLTrXvJWYYeREhhGdRuHS9k1dF1dlNPZaGF1wICatHouisH1vEoN7t3Z/LDVRkmhrqq9FUm02Iv79NgD7bruPgc0axkAXV/PTa9n33Jgq91HPHkcpykYNikEJtL8/VVVlf3IuNlWlfWRgrdYD9tPX7JiAgIAan6OmJk6cSEZGBm+++SYtW7bEYDAwcODAcv0lz69RUxTlggaW5OXl8cwzzzBq1KhyawGf35wraselCeDs2bOZOHEip06dwmaz8f3333Pw4EE+//xzfv31V1eemn/++Ydhw4Y5Hpf03Zs4cSILFy5k+vTp5Ofnc++995KVlcXgwYNZunRpg3xjWV9/HS3wRa/LuaZb3U+q3Wg5cpGyCaBPlH1wkG+WLAdXd2qWAP6zaR9Dj27BOmgwgZ5YV7WkBlADz326mv/uPct9KYUMdn8kNVOyJKMT/cg2HDvL3LGPcefOJYyZM93FgTUciqJU24dZ9dGi2DT2/0vtG2jQYbLa8NFpPdIPulOnTixevLjMWtnr168nKCiI2NjYWr3m+vXree+99xwDOpKSkmq8eleHDh1Yct7gni1btlR5TO/evTl48CD33XcfwcHBNV4LWFTPpSV61VVX8csvv7BixQoCAgKYPXs2+/fv55dffmHUqFGuPDVDhw5FVdVyXwsXLgTsf+TPPfccKSkpFBYWsmLFCtq3b+/SmFxi61a0mzdTpNWxati1tAqvu9HIjZ9S6t9z/Jvb+4gGyHrAdcfRNOnc7kXf/cDC755l/sK6nyTeKSVNqKqNvl1bALDhaIZnYqmJGjS1f7f1JAeatWbXrBcJifFALWsj1DwzmU6pxyHbMwMMHnjgAZKSkpgyZQoHDhzgp59+Ys6cOUydOrXWCVR8fDxffPEF+/fvZ9OmTdxyyy34+fnV6DXuu+8+Dhw4wJNPPsmhQ4f49ttvy3wWV2T27Nl88cUXvPjii+zdu5f9+/fzzTffuGThCG/l8pT6kksuYfny5aSmpmI0Glm3bh2jR4929Wm9R3g4a6+exH97XU7PPu3rxTyLDUYFS8EBBBUvBxealyXLwdUZ52sAVVWl2ea19r2HDXVVQFVzJIAqF7WxN40eSMqo//0AHQlg1U2J+UUWlu6xD2C4tnftaoZEeVrVht5mQXVyOpm61rx5c5YsWcLmzZvp0aMH999/P3fdddcFJU0ff/wxmZmZ9O7dm9tuu42HH36YZs2cG8lfonXr1nz33Xd8//33dO/enffff5+nn34aoMKBlQBjxozh559/5s8//2TAgAFcdNFFvP766+W6lInaq/9zdYgqWVu05PG+t5DaoYhPOshdfM1U3AcwMNY+MjzcmENGnomY0Jrd7YoKOGoAq08Ak7MK6HpiLwBNx1fdF8tlShJAm5WoAB2/fD2d9qcOs+f6nfTp38kzMTnDVtIEXPW9/e73PmfOz/9jzSVX0CtuXJX7CuepxTMLqG5YDWTVqlUVbh8yZAibN292+rjjx49XeZ5evXqVa669/vrryzyuaH35rKysMo+vvPJKrrzySsfj559/ntjYWEe3q0mTJjFp0qQyx4wZM4aBAwdKE7CL1HkC2KRJE6droc6elSa2C/X3sQxSc4sI9dczuJ0kgDWiVNwErBTf3fpZijhy5iwxoTKq+kI5lttzomly/5Z9jMg7i1WjxTBwgIsjq0SpJmB0OsKtBRisZtL+XAf1OQF0chSwzxefcdOuNbTu0kZaDS5I2cTn3HrA9bym2APee+89+vXrR3h4OOvXr+fll1/moYce8nRYXq3OE8DSi0pnZGQwb948RxYPsHHjRv744w9mzZpV16f2Pt99x65/UtBZ4xjXrQU+OrlDqpmKawAJDMSk88HHYiIn8RR0kATwgpSpHag+2cj6y978e6ZVPDF1uMJOjZSMoi1uUs3u1ouYUwnYNm0G7qn8OE9zog9gQU4+HfdsAiDyjlvcEVUjVNJ95LzNxQmgYpUE8HyHDx9m3rx5nD17lhYtWvD4448zY8YMT4fl1eo8AZw4caLj++uuu47nnnuuTJb/8MMP884777BixQoee+yxuj69V8l7ejaTD+1n75XTufnRoZ4Op+FRKkkAFYXF101m71kTfZSGNyq83imdADpR22TY9g8Axl4eXHnDUQNob1I1XDQAln5P2L6dVRxUD6jVNwHvX7SE3uYi0oPCaTniYjcF5h0UfXEC6IYm4Ibm9ddf5/XXX/d0GKIUl1YZ/fHHH4wdO7bc9rFjx7JixQpXnrrRO7XvKIGH9mNDIfq68XRtXsnivKIKxU3A5buvsP36O/hv78s5pZH+fxeuZjWAkYft/f98L/JQ8y+UbQIGmo24BIAOiQdIzy30VFTVc6IG0PiTfQquE/0uQZF+VXVKKZ4LTyM1gKIBcOlff3h4OD/99FO57T/99BPh4TLpaG2pqsoPL30GwNGWHXni5kEejqiBqqwGEIgItI9MS8/zzGi+RqUGNYDpeUU8M+ROpl/2MBFXeXBwglK2CTiwX29MWj1NCnM59Pcuz8VVDaWaiaBVVaX536sAMIy/zE1RNUKVvI01Pj4U6nwwaWWZMVH/uXQU8LPPPsvdd9/NqlWrGDDAfje/adMmli5dyocffujKUzdq25OyaL7F3k+q2XVXSN+/Wqs8GWlRkMmAxN0oEUVAF/eF1Cg5XwN4MCWXvZFtMXbpjm+8c2sGu0RJolqykoHBQHKr9rQ8upfs1RtgVNXLWHmMreoawOM7D9E6LRGroqHtzde6MbDGquzNoyYwgAMRLVAUha6lJmMWoj5yaeYwadIk1q9fT3BwMN9//z3ff/89wcHBrFu3rtxwb+G833edZvCJHQCEXClTONRaFTWA/X5YyP++nkGvZYvdG1NjpJZaDqqaD8SDKbkAtI8MdGVE1TuvCRgg45IRLG0/kH1mHw8F5YyqE8DD2w6Q0CSa4y3a4xcZ4ca4GpuK38fa4iZ1VVWxVdC1RIj6xOXzAA4YMIAvv/zS1afxKgc376VpfhY2nQ7NAA/2k2rwKk9GdJH25eAMZ2u25JGoQJkm4KrvOS0rV3Lr9u20a3e5i4OqxnmjgAHMs2Zz/3/+JjrEl8c9FFa1qukD+HtAS+6990OmXtych90YlrfQahQ0ioJNVbHYbGidWJNZCE+p8xrA/Px8l+7v7QrNVkJ2bwfA0rUbNMC1i+sbpYIaQN/i5eD8szPdHU4j5HxVSOs/fmLesve4+B8PDxI7bxQwQJfigVbJ2YWk5xV5IqrqVTMR9OYE+9yrvTvJ6h+u0vrsKTqlHseWb/R0KEJUqc4TwHbt2vHCCy+QnJxc6T6qqrJ8+XIuu+wy3nrrrboOoVE7kprHb/EDufbB/6B/9x1Ph9OwKZXM5cW51UCC87IoNMtycBfEyUEgqqoSeeIwAEF9e7o4qGpU0AQcaNDRJtyf2KwUDuw74aHAqlFFDeDJ1GxSzuah1Sj0ahHq3ri8iM5mRW+zYDOZPR1KOaqqcu+99xIWFoaiKOzYscPTIQkPqvMm4FWrVvF///d/PPPMM/To0YO+ffsSExODr68vmZmZ7Nu3j40bN6LT6ZgxYwb33XdfXYfQqO07nYNNo8W3RzeUiy/ydDgNXOV9AP2LawDDjVlk5JtoLsvBXQDnBoGcySqgbZo9sYoY6ME5AKHCBBDgra/n0HX7WlYEvwD9n/RAYNWoKgH88jt2vDmFtQPGEGCQvsOuYtPqwFyEaq5/CeDSpUtZuHAhq1atok2bNkRESD9Qb1bnCWCHDh1YvHgxiYmJLFq0iLVr17JhwwYKCgqIiIigV69efPjhh1x22WVotdI/oqb2JecA0Dk62MORNAKOpeDKJ4BKcR/AcGMOh3KLJAG8EE7WAJ7af4w+5kIsGi36Du3dEFgVSk8Do6qOuG3x7WH7WnTbtnowuCpUMQ2MZd0GgkwFRPrJEvCuZNPZy97dCaDJZMLHp+oBSkePHiU6OpqLL679BOCqqmK1WtHp5H3U0LlsFHDJUi8//vgj27dv58CBA6xbt463336b8ePHS/JXSzk79vD6L69w2d+/ejqURqCKEalN7esq+1mKyDgja1ZfGOdqALN37wMgPSLasaSWx5SuQSuVwBoutg+6anawns4F6KixLH9pD95rX8VEM6CeTmHTEKkV9B/RuWc1kKFDh/LQQw/x6KOPEhERwZgxY9izZw+XXXYZgYGBREZGctttt5Gebh/INmnSJKZMmUJiYiKKotCqVSsAbDYbCxYsoHXr1vj5+dGjRw++++47x3lWrVqFoij8/vvv9OnTB4PBwLp165w+buXKlfTt2xd/f38uvvhiDh48WObn+OWXX+jXrx++vr5ERERwzTXXOJ4rKipi1qxZxMXFERAQwIABA1i1apXrCtXLyARyDUzTnVu4Zt8q4v/8xdOhNHxVTANDYCDfX3MfM0c/QIax/jXlNChlpoGp/JJTtN/+wZAb29LVEVWvdE1lqfhjRg4GoG3yUTIz89wdVfUcTcBlE22rxUrr4/sBCB8qy785JT+/8q/Cosr3NZmhoABycuyPCwqce91a+Oyzz/Dx8WH9+vW88MILDB8+nF69evHPP/+wdOlSzpw5w4033gjAm2++yXPPPUdsbCzJycls2bIFgAULFvD555/zwQcfsHfvXh577DFuvfVWVq9eXeZcTz31FC+88AL79++ne/fuTh/39NNP8+qrr/LPP/+g0+m48847Hc/99ttvXHPNNYwbN47t27ezcuVK+vc/d4MyZcoUNm/ezFdffcWuXbu44YYbGDt2LIcPH65VeYmypA63ATFbbbQ8Zl8mS9tf7uLrSoV1UorC3zdP5tt/ThJlkfukC+JkE7Dm6FEAzK3aujqi6pVuQi2VAAZ17kiOXxDBBbnsW/U3Ta4Z6YHgqlAcq3peE/DJzTtpWWSkUOdD80H9PBFZwxNYxVyUo4bBwlfPPW7WDIz2Ub8BJYeXPDdkCJSutWrVCtIrmF6qotrEasTHx/PSSy8BMG/ePHr16sX8+fMdz3/yySfExcVx6NAh2rdvT1BQEFqtlqgoex/noqIi5s+fz4oVKxg4cCAAbdq0Yd26dfz73/9myJAhjtd67rnnGDVqVI2Pe/755x2Pn3rqKS6//HIKCwvx9fXl+eef56abbuLZZ5917N+jRw8AEhMTWbhwIbt376ZDhw5oNBqmTZvG0qVL+fTTT8v8nKJ2JAFsQJKzCulx+hAA/oMHejiaRsAxCrjiC2/JcnBpufV0yo8Gw7km4E8vuo6Pgjsx7aZ6MLipTBNwqVHgisKptp0J3rOJ7LUbob4lgJVMA5P613paAifi2tPBUJ8nshY10adPH8f3O3fu5K+//iKwgsT16NGjtG9fvl/tkSNHMBqNjsSuhMlkolevXmW29e3bt1bHde/e3fF9dLR9doXU1FRatGjBjh07uOeeeyr82Xbv3o3VaqVfv7I3LEVFRbKUbB2RBLABOXk6g/5pxwFQZALoOlBFEzDQKj+dixJ3YYtSga5ui6rRcaIGUFVVdhXpMcZ1JeKiPhXu41ZlEsCyI4ELevSCPZvQ18uBIMVlfV4CaNu8GYCszt3PP0BUJq+KJv7cU2Ar1Wybmur41miycDQtD71WQ8eoYNCc14Jw/HidhRgQEOD4Pi8vjyuuuIIXX3yx3H4lidf58op/xt9++43mzZuXec5gMFR5LmeP0+vPrYtcsjSerXjJQj+/ygfX5eXlodVq+euvvwgJCUFTqhwrSnJFzUkC2IDkb9qCTrWRFRJOaKxM5HrBHKOAKzZw4Rvc+Otivih6EB4d7764GrWKSzstrwijyYpGgdgm9WDEtVJxEzCAbvzlfHA4lYPxAxnk5rCq5egDWLYJeHtwLEWteqG/dEgFB4kKlUp4yjH7gjEfR8Jdal+dwYaar2JGQfX3L78ecFWvewF69+7N4sWLadWqldMjdDt37ozBYCAxMbFMs62rjjtf9+7dWblyJXfccUe553r16oXVaiUtLY0+ffqUSQBF3XB5Arh27Vr+/e9/c/ToUb777juaN2/OF198QevWrRk8eLCrT9+oaIo77SZ36EaoLDJeB6quAdQ2awaAT4YsB3dBnKgBPHnkJE/99QmZcW0w6Dy8DByUrUGzlZ0IvMWVo7lyh/3neMZoJsRfT71RQROwzabyTpuh5DUfzNLbL/FQYI1NFctIau3PqahYbarjsas9+OCDfPjhh0yYMIHp06cTFhbGkSNH+Oabb/joo48qnHkjKCiIadOm8dhjj2Gz2Rg8eDDZ2dmsX7+e4OBgJk6cWOG5anvc+ebMmcOIESNo27YtN910ExaLhSVLlvDkk0/Svn17br75ZiZPnsyrr75Knz59SEtLY+XKlXTv3p3LL68H14kGzqUp9eLFixkzZgx+fn5s376doiJ7X6rs7GzpwFkLtuRkrIqGvO69PR1K41DVKGDAJ8beUdo3K8NNATVSZWrQKv4wzN62i/s3f89dq+rJuuFVNAGH+vsQF2avpdx7OtudUVWvglHAxzPyySuyYNBpaNdUms5cTaMotDt7ik6pCVgKCt123piYGNavX4/VamX06NF069aNRx99lNDQ0Cprz+bOncusWbNYsGABnTp1YuzYsfz222+0bt26yvPV9rjShg4dyqJFi/j555/p2bMnw4cPZ3NxdwWwD2K56aabeOKJJ+jQoQNXX301W7ZsoUWLFk6fQ1TOpTWA8+bN44MPPuD222/nm2++cWwfNGgQ8+bNc+WpG6X3x97Dw+2u4M3rung6lEai8qXgAPxjipeDy82k0GzFVy9zV9ZO9TWApoP2aR2yY1rQzB0hVafMKODyb5D+oRpabNtBykoTtLum3PMeU8FE0Ee2HyA8P4u4jq3QaaUZzR10Ngt6mxVzkQkC/V1yjormw4uPj+f777+v9JhHH32URx99tMw2RVF45JFHeOSRRyo8ZujQoagV/A3U5riePXuW23bttddy7bXXVvgaer2eGTNmsGDBAmkCdgGXlujBgwe59NJLy20PCQkhKyvLladulE5mFlDg40tUyyhPh9I4VLESCIBfc/tqIGHGHNLzZCRwrRVf8NWqJt4+YV8CzhQb546IqldmHsDya0Hf8PdPfPm/mbT89H03BuWECpaCi3jzFba+cytT1n/toaC8j01rr1uxmUwejkSIyrk0AYyKiuLIkSPltq9bt442bdq48tSNTpHFSmrxdCSyLFldqbpvzrnl4LJJz5MLee1VP7+Zz+mT9m9a1oNJoEtUsh4wgN/woQC03LetVvO3uUwFCWDIXvuqJX5dO3siIq9k09n7hdbH9YCFKOHSBPCee+7hkUceYdOmTSiKwunTp/nyyy+ZNm0akydPduWpG538uQv4/ovHuXH/X4QFyDxedauSD/Di5eAijFmk57ivL0+j40QNYOCZ0wAY2jjff8jlSq8HfJ6Wlw3FpNERkZvB2d373RxYFc4bBawWFtIiyd68HjG83o1ZbvgquXSo+uLeVZIAinrMpX0An3rqKWw2GyNGjMBoNHLppZdiMBiYNm0aU6ZMceWpG5+1a+l9+iAblFHlpxUQtVNdOUZH89NVd7Ox0JeeOQVV7yuqUPIpWXF522wq4RkpAAS3r0ctAyW1aLbyTcCh4SHsbdGRLsf3cOrnZYR1rye1a45RwPayPrN2C1E2C5l+wbTqI3NZ1p2qB5BRPPedIgmgqMdcWgOoKApPP/00Z8+eZc+ePfz999+kpaUxd+5cV5628VFV/HduA+Bsl56ejaVRqboPIH5+bLxtCt/0HEuq0bULuzdqjlqpip9Ozy0kJicNgCad490UlBOqaAIGyOhlX47RsnqtuyKq3nlNwOmr1gFwrFUnfGQQU92p5t5R0dtbaTQWuW6I+sstE0H7+PjQuXM9uUNuiBIT8T2bjlmjxdK9h6ejaTyUqkcBAzQL9gUgRZqAa8/RBFzx/eaprAKuvucDulmz+XeretQHUFN5EzCAftgQ+OETorb/7cagqqCq525mSpqAi+cOzZIbR7dSDD4U6nwwaXW4ZgywEBeuzhPAyoZzV6Sq4eqilOJ5kfY3a01ks1DPxtKoVNOMA7QuyGDgiV3Yws1AN7dE1fhUPUjiVHYhp4ObEdOyg6PprF6opgaw9TVjMT2qIzrjNHl79xPYpZMbg6tA6TiLYw/duxMAXf9+FR0hXEQJDuZQRAu0ikKop4MRohJ1ngCGhITU9UuK4rv4ndHt68cyWY1FNdPAAAz49E2u+fF/fJ53DzxxtZsCa2SqGQRyKtPev7J5fXtvO2qIK04Ao2Kb8cy/nmS9Xwz/pwljmBtDq9B5CaDNpvJ+/2vpdGIffUeVn45LuI6+ePUPq2pfDUSrkX7bov6p8wTw008/reuXFMU1gDuj2zOhvn1INmjVX5R1Lezz0vmlpbg6mEaspFmy4mf9Vy5j+uo/CQ8eC/RyW1TVqmIUcImi6//F4c2JrDqUxrBOkW4KrBKl49RoOZ6Rz1cdhmLoMpw93dp6Lq5GreKbR42ioFEUbKqKxWZDq5H+l6L+kam1GwBri5acCQxjR3R7YptIj5I6U81ScAB+LWMBCDmbhsVaeSIgqqBWPQo4atMaHvj7O7rt3Vzh8x5TxSjgEsM62KcK+vNgaoWrJbhV6TgVhZ0nswDoEhOMXlYAqWPVzCGqKLTKPE2n1ARsefluisn7rFq1CkVRZGGJWnLpIJBevXpVOGWJoij4+vrSrl07Jk2axLBhHm88qdeOvvwOo6NvIMigo1mQwdPhNCLFTcBVfHD7t7YPSmiWl0F6nomoEF+3RNa4VJ0A+hfPAahtU48GgEC1fQABBrWLYPiJ7Vz/w+8kN3+UmFtucFNwFTivCTj/x1/pfSqP3n2Hey4mL6azWdHbrBQVySpCon5y6W3h2LFjOXbsGAEBAQwbNoxhw4YRGBjI0aNH6devH8nJyYwcOZKffvrJlWE0eIfO5IKi0C4qSOYArEtOlKU2zl4DGJWbwRkZCVw71fQBDMlIBcC3Po0ABqcSwACDjuvP7mfcoQ0UfLzQPXFV5rwEcOR7c/n+v08wLP2Q52LyYrbiAU1qkawiJOonlyaA6enpPP7446xdu5ZXX32VV199lTVr1jBt2jTy8/NZtmwZM2fOlHkBq5KayuGUXADimwV6OJjGqoqmu+bNAWian8WZTGnKqZWSGtYKEm6L1UZYdjoAwW1buTEoJzimgam8CRjA8q+bAIhdtwJyc10dVeVKxWk6lUJU+mlsKDQfOdhzMXkxtXguQMWF6wHbbDZeeukl2rVrh8FgoEWLFjz//PMA7N69m+HDh+Pn50d4eDj33nsveXl5jmMnTZrE1Vdfzfz584mMjCQ0NJTnnnsOi8XCE088QVhYGLGxsWX69R8/fhxFUfj222+55JJL8PPzo1+/fhw6dIgtW7bQt29fAgMDueyyy0hLS3Mct2XLFkaNGkVERAQhISEMGTKEbdu2lflZFEXho48+4pprrsHf35/4+Hh+/vnnMvssWbKE9u3b4+fnx7Bhwzh+/LgLStV7uDQB/Pbbb5kwYUK57TfddBPffvstABMmTODgwYOuDKPhUlV0AwZw9w0DaZ92nPhmQZ6OqHFxpja1WTOsGi1a1UbOiVOuj6lRUkv9W1Z6TiHN8s4CENK24dUAAgy8fhRHw2IxmE2c+exrNwRWiVJdGZJ+XgHAoei2tGzb3FMRNUyqCqb8qr/MRjAXgMlY+T6KBSwFKAU51b9eyVcN+5HOmDGDF154gVmzZrFv3z6++uorIiMjyc/PZ8yYMTRp0oQtW7awaNEiVqxYwUMPPVTm+D///JPTp0+zZs0aXnvtNebMmcP48eNp0qQJmzZt4v777+e+++7j5MmTZY6bM2cOM2fOZNu2beh0Om6++WamT5/Om2++ydq1azly5AizZ8927J+bm8vEiRNZt24df//9N/Hx8YwbN47c826Ynn32WW688UZ27drFuHHjuO2228jMzAQgKSmJa6+9liuuuIIdO3Zw991389RTT9WovERZLu0D6Ovry4YNG2jXrl2Z7Rs2bMDX196XymazOb4XZfmlpaGcOoWfRktiaBTtIqUGsG5VPw0MWi3Lb3uUVSlFxJilI32tVDEIJCPhJFGqDauiQRsd5d64quOYBqbqD+Wmwb6sHXI5bX/4N7a334EH73Hu5qKulUpUC1euAiC5Z386SreRmjEbYX5Mlbso5/1fkYDz/nfK/50GH+eOyM3N5c033+Sdd95h4sSJALRt25bBgwfz4YcfUlhYyOeff05AgP313nnnHa644gpefPFFIiPtI9bDwsJ466230Gg0dOjQgZdeegmj0cj//d//AecSzHXr1nHTTTc5zj1t2jTGjBkDwCOPPMKECRNYuXIlgwbZ15u+6667WLhwoWP/4cPL9kP9z3/+Q2hoKKtXr2b8+PGO7ZMmTXJUGs2fP5+33nqLrVu30rJlS95//33atm3Lq6++CkCHDh3YvXs3L774onNlK8pxaQI4ZcoU7r//frZu3Uq/fvaJSLds2cJHH33keIP98ccf9OzZ05VhNFjNduwAYFdUOwr1vnSJCfZsQI2Nkx+MR26/j2+WHeIGaz2apLhBqTyByjl2AoDsoCaE6dyyMJHzSqaBqWIUcImgKQ9S+MunRB/ajeWvVeiGe2BgW3GcKgrN/tkAgE4G2DVa+/fvp6ioiBEjRlT4XI8ePRzJH8CgQYOw2WwcPHjQkQB26dIFjebcjW1kZCRdu55bM1qr1RIeHk5qamqZ1+/evXuZYwC6detWZlvpY86cOcPMmTNZtWoVqampWK1WjEYjiYmJlb5uQEAAwcHBpKenO36mAQMGlNl/4MCBlRWPcIJLr7gzZ86kdevWvPPOO3zxxReAPWv/8MMPufnmmwG4//77mTx5sivDqNK7777Lyy+/TEpKCj169ODtt9+mf//+HountKji+f9WtBtA64gAmgVJTWndqn4aGIDI4uXgzuTKaL5aKTUI5PyU+2hUG6bd/wljmhuYXf5Iz3KyCRjgksGd+bXXaK7f8isZs+cS6YkEsDhOFYWY1JMUaXW0ufFy98fR0On97TVxVVBzk1HyUlH9w1FCYivcx1JUhOXgIcxaPQGdOqBxZjJovfPTfPn5XficsPrzVt5RFKXCbTZb2b+B0vuUDEw8f1vpYyZOnEhGRgZvvvkmLVu2xGAwMHDgQEzn9Y905tyi7ri8TeuWW25h48aNnD17lrNnz7Jx40ZH8gf2N7GnmoD/97//MXXqVObMmcO2bdvo0aMHY8aMKXe34xF5eTTdtQuAFe36M7hdhIcDasSq6XYTa81n4ImdhOzc6p54GpuSBKqCGtczRgunQpph7tq93HMeV4ME0FevpWDKIxwPjebf7YZ6Zs7Ikjht9jf0rs4DaN4y2v1xNHSKYm+GrepL7w96P/v/leyjDWzCkehOJDRti1nrV/1r+gTUqOtAfHw8fn5+rFy5stxznTp1YufOneTnnxu4tn79ekdTr7utX7+ehx9+mHHjxtGlSxcMBoOjZs9ZnTp1YvPmsnOF/v13PVmHu4FyS5uLyWQiNTW1XCbfokULd5y+Uq+99hr33HMPd9xxBwAffPABv/32G5988onHO5cqn36K1mQiISyGQxEtmdej6j4pohacWAoOIH7173z9zdOsbH8Rqnq/TMVTY5VPA1MytU5kcD2c31JT/UogpV153RCGHvmYzCIbrbckcdtFdT+oxZSbT36ukcIiE9hsqBYL2GxgsaHNP00kYFJ03HrLi9w5zP0f9OIcRVHQazUUWayYrTYM+rpdDcTX15cnn3yS6dOn4+Pjw6BBg0hLS2Pv3r3ccsstzJkzh4kTJ/LMM8+QlpbGlClTuO222xxNtu4UHx/PF198Qd++fcnJyeGJJ56ocQ3m/fffz6uvvsoTTzzB3XffzdatW8v0MxQ159IE8PDhw9x5551s2LChzHZVVVEUBau1+r41rmIymdi6dSszZsxwbNNoNIwcOZKNGzdWeExRUVGZST1zcnIAMJvNmM3mOovt7T+PctGbn3Ex8HGfq+jfOoyezQPr9BwCFKut+A9ArbJsA+LbABCTmcKZbCPhAT5uia/RMJuxN+wo5co5/rdFTD9wkLbtb8FsbuWB4CqnK26yVj+7wqmamWBgqwKqQYXfQV2qOLPaYFmqWpwvF9+UqGAr6aOlquhVlSaV3bAogKJgQ0NCh54M/Nclcs1wgtlsRlVVbDab882Nqr24VVTUKo7RaxWKLGCy1OC1a+Dpp59Gq9Uye/ZsTp8+TXR0NPfddx++vr78/vvvPPbYY/Tr1w9/f3+uvfZaXn31VUccqqo6fu4yP1oV20q2n/99VdsAPvzwQ+6//3569+5NXFwc8+bNY/r06eXOVe53oKr4FaVBXgqxsbEsWrSIxx9/3NFVa968edx9992V/u5sNhuqar++a7VlE3D52wBFdeH6RYMGDUKn0/HUU08RHR1druakR48erjp1tU6fPk3z5s3ZsGFDmY6k06dPZ/Xq1WzatKncMc888wzPPvtsue1fffUV/v51t0TbHycVUv4+xD2bf+D1W6dza0cIkZyjzkVn/UP/hLfICIhnXftZle4XmJTEiClTyPHxZ+HHX9IySGoAayLYmMiwgzMp1IXwR7e3yzwXMX0egw79w5I7HsR81SgPRVix7kkLaZ3+p6fDqLFNdGVd2+m0kzFjTtHpdERFRREXF4ePj3MXWoMpEz9LFkW6IAp8Ku+eY0vNICgvh7zgUJSIJnUVstfwK0rHYM2lQB9Kkb7m5WcymUhKSiIlJQWLxVLmOaPRyM0330x2djbBwd75x+LSGsAdO3awdetWOnbs6MrTuM2MGTOYOnWq43FOTg5xcXGMHj26Tt9AlxSayb3+Ev5eH8+PY0eV6xgr6oZyEEiwNwGPGlVFORuNMGUKwSYj8bFtGTmocbyf3SZlNxwEUMqV85HJ0wDoPOQSmo8b55n4KjUOc36a003AJc7kFPHWgq+YsfgVmhTY5zmzxURDq1ZgtWJNSWX1O/9la1oR2xKzufb79/jXrhXYUDgWHsPhiJYYo2PxbdMKQ6s4tAMvIrJJIEG+WgIUG356DTq9HrSacjWTZrOFlA07mDxarhvOKiwsJCkpicDAQOf7o+cZIQ/0eh/0VVz7jRnZ6G1W9DYb/l6aZFwIJTsbCsBg8MUQWPPyKywsxM/Pj0svvbTc77akBc+buTQB7Ny5c407erpLREQEWq2WM2fOlNl+5swZoqIqno/MYDBgMJTvq6TX6+v0Yhum1xPkq8dXW/evLUopmXZEVasu55AQckLCCc7OwHj4GPqh3SreT1RMZ296UYtHGJaUc5HFSkSO/foQ1r5N/Xyfh9a8721sE3jw+alMjuzEDd+/z/j9azAcPg2H7SNLNcB7H29gW2wnQE9mp6v4p/d4mgy+iN5dWzCwTRih/rWs8jebQdkp140asFqtKIqCRqMpMyVKVUr6syoKKFUco/jaPy80JpPTry3OccwgqihVlnNlNBqNY2Tz+X8P8vfh4gTwxRdfZPr06cyfP59u3bqVK3BPVrv6+PjQp08fVq5cydVXXw3Y+wusXLmy3GzporFyvik3L7o5wdkZmI4cc2E8jVQlNWhpZ/OIyc8GIKiNZweE1bWW4QF88vTVfDKkB5etO0zk/p1E5GeiKgppwRFounXltvaxDGwbzoDWIwkPrIeDYMQF0/jZa510FlkPWNQ/Lk0AR44cCVBuosr6MAgEYOrUqUycOJG+ffvSv39/3njjDfLz8x2jgkUj5+QoYABzXCs4sAtV1p6sObXiUcBnjyYSi4pFo0XXtKknInMpfx8dDw2P58Fh7UjLG05Gngl/Hy2Rwb741vGIUOEh1Vw69P72ka56ixmb1YZGK7WANVP5KkLiwrk0Afzrr79c+fIX7F//+hdpaWnMnj2blJQUevbsydKlSz0yTF54gvMXFeOttzNd24qTsb24ufrdRRkVX8TzjtlXAcgMiaBpI24eUxSFZkG+MpF7PVe78ZBVH6M1+GBVFLSqiqmgAENgjRaGExc4RNWFY1wbBZcmgEOGDKn0uT179rjy1E576KGHpMnXWzk60Fd/kWh67Xi+3eeLokCByYqfj9TgOO1cR54ymwtPJAGQF9aUxlf/JxqKkulBTCaT83PTOTkXqKIoWHQ+aM1FWI2FIAlgDRVfPGo596rRaASkv19l3Lr4Zm5uLl9//TUfffQRW7du9XgTsPB2xU3ATtwlhgf4EOKnJ7vATEJ6Pp1lXeYaUEv9e87W7oOYOfkTJnRrxhT3ByUEYJ8Gxt/fn7S0NPR6vVODNVSTGcWioposKIWFVe6b72MgDwWryYSmmn1FWarJai/nIjOKzvmyU1UVo9FIamoqoaGh5eYAFHZuSQDXrFnDxx9/zOLFi4mJieHaa6/l3XffdcephahcDe4qFWB89hFs+/ZzIrGDJIA1oVbcBJxstHI6uBm6TjKtjvAcRVGIjo4mISGBEydOOHWMWpiDUpiF6mNEOVv1AI+cAjM5hRYCLamE5mbVQcTeQ81PRzEbUf0sKIaaT9sSGhpa6awewoUJYEpKCgsXLuTjjz8mJyeHG2+8kaKiIn788Uc6d+7sqtMKUQPONwGjKMz4eCaBOZl8fcUwuKidSyNrXCpOAFNz7Kvq1Mtl4IRX8fHxIT4+HpPJudG61s2fot38Lrb2l6MZXX5xgNKW7knm5b8O0rtFE16+QZbnqwnbr++iOb4K6+An0Hb8V42O1ev1UvNXDZckgFdccQVr1qzh8ssv54033mDs2LFotVo++OADV5xOiNqpYbeSnDbxBO7YTOHuPcC1LgmpUSqeBkY9r8b10p8WMigtnVZDHwNiPRCYEOdoNBqnJ4K2YkSbl4TNko2mmmNiI0I4lWvFPyHd+YmmBQA2UwaavCQsihmdlF2dc0kC+Pvvv/Pwww8zefJk4uPjXXEKIepADWoAAU3nLrBjM9qDB1wXUmNUSR/LYZuXEp96nFO5t7o5ICEulPPXjjY+Vra8fSvhxmyMUzLxbxLi2tAaE7V4nIDSeGcJ8CSXlOq6devIzc2lT58+DBgwgHfeeaferggihLMVgaF9ugMQdSqBjLwi1wXU6JRvAi4wWYnIyQAgpG1LD8QkRB1wYgBZWExTFI0GDSon1/3jhqAakZJJ5DXSlOsKLkkAL7roIj788EOSk5O57777+Oabb4iJicFms7F8+XJyc3NdcVohaqakSdLJuaJ8e9iXgGubkcSuU9muiqrxqWAi6NS0LJoU2q8DAa0a1yogwgvUYAopgNMt7S1hWRslAayRkmuz1AC6hEtLNSAggDvvvJN169axe/duHn/8cV544QWaNWvGlVde6cpTC+GEGnYC7NQJgFaZyew6cqaancU55T8kM4/aJ4Eu0vmgNGni7oCEuEA1u3k0drAPfFR37nRVQI1TSQ2gJIAu4bZS7dChAy+99BInT57k66+/dtdphahcDZaCAyA6msIm4WhVG6dWbXRhYI2MWn4yV8cqIKERtZ7kVQiPqWENoLZnDwCCDu1zUUCNlPQBdCm3l6pWq+Xqq6/m559/dvephThPzS7iKAoFb77NDTe/wC9qBFlGWeDdKSWjgEvVuBYl2lcByQ9v5pGQhLgwNasBjBjcH4AWiYewmi2uCqrxkRpAl5JSFd6rFjVPTW6bQHbfiyjQGVh9KM0FQTVG5QeB2E6dBqCwWbQH4hHiAtWwBrDF4H4Y9b4Emgo4IQNBnCcJoEu5dSk4IeqXGjYBFxvTJYpDZ47w3daTXNWzuSsCa1wqGASy5JKrma1tz5Rh7ejiqbiEqLWa1QBq9TrWDxrHyVwzTdKLaOPCyBoVW3ETsIwCdglJq4X3quEo4JJ9J57+h+f/eIc9O49yPD3fNbE1KuXLN9loJTm4KQHxrT0QjxAXqIY1gAC7Z8zn2ZH3sUaVeQCd5rg2S6riClIDKLxYLQYfKAoRr77ALXv2sLZVL17+oyPv3tK7Ri9hs6n8fSyDtUfSOZKax9l8e19CH62GIF8dwX56gn31pb7XEeSrJ9hPR7Cv/bmoEF98dA3koljBIJBzy8DJ7P6iIar5zWOfVmEA/H00A1VVUWTwU/UcTcBSVq4gCaDwXjUdBVxi+HDYs4dBibuYtXsQI7ad5Nre1S9lpqoqqw6m8fIfB9mXXPOFzUsLD/Dh9X/15NL2TS/oddxDLfWv3a3fv4vJphJzczwQ7pGohKi9mickA1qHEYiVlrs2cWxPS9p2k/XEq6VKE7ArSQIovFjNm3EAewL41luMT97NLFXlie92kZ5XxB2DWqPXVlwrt+lYBi//cZB/TmQCEGjQMaZLFD3iQmgaaEBRFIosVnILLeQUmu3/F5jJKf4/t/Dc91lGMxn5Jib/dytLH72UuDD/CygDN1DLDgLJK7Jw49bfCDQVYNQ857m4hKitWnQf8dVr+frX+XTbu4l1kSbavvGMa2JrTGQQiEtJAii8V0kNoGqFnNOgc/LPoV9HiDDQJC+J/ws7ySeZ/nyyJJ0Vm7Zzfe9YLomPICrElyKLjW0nMvlmcxKbj58FoIVOw41947j1opaE+umLX9Bmv9BZrKDXAzrIPAtr1to/YDQ2CNRCmA/46DH5BDBlt44/smHmj3v47M7+dV82dem8BDD1VCptTAUA+LeWZeBEQ1ScAJqNkH3K6aPUS3tB4mZC1v4M2fdcUAQ5hRaOZ+RxKimdgoQT2DIzSWoSRU5gE1QgMDODVkd2odHrUf39sQUEoIZG0efKUbSNDr2gc7uLIgmgS0kCKLyY/SIeYEqHt7vX7NAHDYCBewue5N6Sbmz5wNriL8AXuLj4i9Jd3XYUf9WSj6ry7qYIuvZ4g9WH0tiWmEnvFvV5NY3iJuDihDv78HEA8nwDCAwI8FRQQtRecf6nOboCXu/s9GHdmwFTg+jG0RodV5FgoHvxl0PKeTuVviwUADkqicOC2PnFSnr063hB53cLW0kCKE3AriBptfBekZ1RIzpgU7SoGj3U5AstWFWwAho9qkaPVdFhRodJ1Tq+zOiwKrpSr68DVWM/zqqW/VI1pc6hA5tS/ksFFAXdXeO4oq+99uyDVUc9WIhOOK8GMD/hBABZTWQSaNEw2VpcTIG+Sc2vGxq9vVubVcVW5u+96i+bRo8FHRabpvx1w6qiWu3d5WyqFqtiv+bY0KLaFFTbua506BVa+KZh+ddNZOcVerIInSQ1gK4kNYDCexmCsNy3niVLljBu3Dj0en31x5QoLISWLSE2Fr7/HqVlS7SAFigwWTlrNKHXKDQNMpwb7XfoEHTseC4hio2FceNg5Ejo2RPatAFtNXe6f86DNS9DgD/39mnDoq0nWXkglTM5hfV4RG3ZflJFx4tXAYmI9EQwQly4ph1Z1vXNml83gCPPvkz8M9NJDm6K9uhRoiKCKt33WGou7/ywle8T7NNNhRXlsfG9SeR264nf5ZcRMGo4dO6MEmYfYVzl0JSvboJDv2PS62mSlcY336/nvttH1Ch2t5NRwC4lCaAQteHrC1u3QvPm5S5Ofj5amvv42R9YLOf6FrZvD+PH25s1HnoIRo8GTQ3vbDXFr2UzEx/hz2OpW/gnX8u3W+KZMiL+An8oFzlvImj1pL3PVFFUjMdCEsJT2j3xIJmvvUjznDS+fPQ5bv7ipXJTwqTlFvH9+4vp9c58blJVfrjlRa7vE8djo9pjmJOMITS05icuHkmbdM+DjDk8CP1hMzfmm2gS4FMHP5WL2GQtYFeSUhWitmJjzyV/VmvZEYFFRfDmm9C2LSQnn9v+3Xfw668wdmzNkz84lwBazfD22zzy6bM8seZzvtmShNVWw9HMblM2Ll1ycaf55pIACu+j+PtT+OQM+4O9e5i2aBdZRhOqqnLoTC7vvfsTWweM5L4nb6F/0l56njnKn5dH8/INPYgJ9YPaJH8AWntNZZvubegQF0aB2cr//kmqmx/KVUpqAGUaGJeQGkAhLpTJBLfdBmfP2mv4EhLgq68grXit4Pfeg7lz7d/7XODdtqMG0Aq33or61FN0TzlC+P6dbDjajUvi6+G8gMUXcbX4Lv7NKx9iRofxLJjQ15NRCeEx0U89xtqw5sw6EYRt20l+3HqC+7f9zIAj27j/+A40qNgUhfTrJtDs9RdpHVv9PKPVKr52KKqViRe3YuY3Wzny6bdYBj+JrpLpqzxORgG7lCSAQlyov/6CH3+0J4IrVpzb3rw5zJkDd9xRd+cqvovHZoaICJQbb4QvvuC2bUv49p+h9TQBLFsDeDLPQlpwUyLaxHkoICE8TKPhkvtv4vPD6cxfsp/8fQd4YsXHjqfTR19O+CsLaNatWx2es/jaYTVzZdcwLvnoXqKz01h/eR8G3TC67s5TlxyrCEkC6AqSAApxocaMgT174JNP4OhRaNoURo2y1wY6O7egs0ou4jaL/f8HHoAvvuCKA2t4ecshsq/qSoh/zTqlu965UcAmi430PPsycFEh9XXQihDuMTg+gt8eHkzmBh/y0q7H0Lsn+htvIKJ9+7o/mbak9cCCb1AAmT37Eb16Caa334V6mwBKH0BXkgRQiLoQHw8LFrj+PCV9Yaxm+/8DBqD26oXv9u1ctX0ZP+8cwG0DW7k+jpooNQgkLTOP135+hfTgcMJmD/dwYEJ4nqIohA0aAIMWufZEmnMJIED4tEdh9RIG/P0HSQnJxLWOdu35a+O87iOibkmpCtGQaM+rAVQUlAceAGDCzqUs2pzoocCqUtKMA2ePJnLNvlXcsflHNL4Gz4YlhDcp1QQMEHn5SE7GtMbfXMSBl9/zYGBVkD6ALiWlKkRDct5dPAA33YQtOJjMgBBOHUli3+kcz8RWmVITQecesyeomaERtRsFLYSonfOvHYpCzu13AtBm8ReYzNZKDvQgxzQwMgrYFeQKLERDct5dPACBgWgOHeLjF74gIyCUb+vb1A4lzTgomI4mAJDTtB42NwnRmGnL3zzGP/EgBXpf2qae4J8vf/FQYFWRQSCuJKUqRENSwUUcgMhIbuxrH1W7eOtJcgvN1D8KyvHjABibt/BsKEJ4mwpuHvVhTTg8fDwAp3/4zRNRVU2agF1KBoEI0ZBU1ARc7NL4pvTyt6AeOcj/tsRz9yVt3BxcJUpNA+Nz0l47aYlr6alohPBOlVw7ms6fw5jYoRyMaEXf9HxaRQR4ILhKlDQBS3cRl5BSFaIhqagJuOSpjRv47vl/8e6PL/DZ2qOYrTY3B1eZ4lHAikJA8kkAfNq19mRAQngf7bllJEuL7t2V6EH9APh6Sz0bRCY1gC4lpSpEQ1LJRRyAPn3QBAXSPDeNLlv+YtE/J90bW2VKDQIJyUgBILSzC+Y5E0JUznHzWL714Ob+9i4Zq1dup7DQ5M6oqiYJoEtJqQrRkJReCu58vr4okycDcP+m73hzxUEK68XIPnsCaFFhzKS3GTT5E8JHDvFwTEJ4mSq6jwzv2Iz5Gz7n59cnsvHlD90cWBUcCaCMAnYFSQCFaEiqaAIG4OGHUf386Jl8mLa7N/PxugT3xVaZ4ou4yapg1WihRUt8gwM9HJQQXqb0MpLn0Wk1dGkfjY/NQux7r1FkLp8keoTUALqUlKoQDYmmiiZggKZNUe6+G4An1nzBWysOkZhhdFNwlShuAi6yKQC0ivD3ZDRCeKfzVxE6T4fnnybf4E98yjHW15daQEkAXUpKVYiGRFtFE3CJGTNQAwLolXyQUXtW89T3u7Da1Mr3dzn7uf0yM3nnpxcZf2CdB2MRwks51hGv+NrhG9mUYzffBUD8K3M5ezbXXZFVThJAl5JSFaIhqa4JGCA6GmX6dFQfH8IsBWw4msFbKw+7J76KFNcA+ublMv7AWjql1oNmaSG8TRVNwCU6v/E8GcHhxGUms2nKTDcFVgXHSiCSqrhCoyzV559/nosvvhh/f39CQ0Mr3CcxMZHLL78cf39/mjVrxhNPPIHFUk/6PQhRmeqagEs8/jjKli30mjcdgDdXHuZrj60TbE8ADYWFAAT06emhOITwYiXXjipuHrXBQWTNmQvAiG/eY8N3y90RWcVUFUVWAnGpRlmqJpOJG264gcnFIyLPZ7VaufzyyzGZTGzYsIHPPvuMhQsXMnv2bDdHKkQNOe7iq7lZCQiA7t25plcsdw9ujY/FzIzvd/Pi0gMUWdw8Mri4BtC/yN4Xsfkl/dx7fiFE1TMIlNL2sfs5dNFwCnU+fPXD3xw+46Gm4FITyDv6L4o61ShXAnn22WcBWLhwYYXPL1u2jH379rFixQoiIyPp2bMnc+fO5cknn+SZZ57Bx8fHjdEKUQOOjtzO11Y/3dLKQ188yIyBt/M+8OP2U0zo34KhHZrSJSYErUYpd4zJYiO30ExekYXcwpIv++P8onOLyWsUULD/r1EUtBoFvU6DXqOg02rQaRViU3OJB/RWK0V6H/y7dr7wchBC1IyzrQeKQqsfv2HKv1fxh9GfLR9v4su7L6JdMzeP3FdLJapSA+gSjTIBrM7GjRvp1q0bkZGRjm1jxoxh8uTJ7N27l169enkwOiGq4OgDaILEv506RPn4NUINZ3h/28v8atvOlx2HsnrFTlavAK1GoYm/Hr1Wg8WmYrbayC+yVruKiI/VQmx2ClqbDY1qQ2ezoWCzP7ZZOesfyokm0QCMVbYQ7wOokNqzP3FygyWE+5W0HhRkVXvt8AFe/lcUfj/vIelsAd8/9R1De7Wi9xWXoqvhsmxFZiuZRhMF6ZkUqQqFBj+KLFYseUYCjx1GUW2oqPaeIqUq/czhTehb/P2RtHw6BUXU6Lyiel6ZAKakpJRJ/gDH45SUlEqPKyoqoqioyPE4JycHALPZjNlczV1VDZW8Xl2/riirwZWzqqAH+138J2OcOyYUuNO+vud4NjKejWWfNxd/ldDh3JWhprO5qBA26eaGU9YNUIN7PzdQDbGcFVVj/7NOP+jUtSMYeAPAALQAMoCFC2p8XgMQVeOjgKxz3y7dl067uJjavEqlGtLvzlUaTAL41FNP8eKLL1a5z/79++nYsaPLYliwYIGjebm0ZcuW4e/vmrnNli/3YCdcL9JgyllV6RU2mLD8mo/q1RUU4JOTi6ZU87HJ3x9jcCgqoLFaCUk7U+nxZn9/iooHVSmqil9qKiglzccKaqmWZKuvL6agIMe+hrSzpOs6sTkqEnXJkhrHLmqmwbyfG7iGVM46awH9AzvjZ86o2YE2G9rsHHwLCs4Nyigl0y+YLF9787CP1ULznNRKXyrbL4gc/yAUQGezEp5zFsr3QAHAaPAjzy+QrUpX0lNOsWRJ3S5taTR6eH7UeqDBJICPP/44kyZNqnKfNm3aOPVaUVFRbN68ucy2M2fOOJ6rzIwZM5g6darjcU5ODnFxcYwePZrg4GCnzu0ss9nM8uXLGTVqFHq9vk5fW5zTMMv58lofaS0qwvbrr2h++gll+3a011xDwPTn7E/m5qIOHIgaGQlNmzr+p1kz1GbNoH17DJ3P9d+rqiu5gv3Ov4TJbGZTgyvnhqdhvp8bnoZbztfV+sj8g4c5/e/P0P/1J01OJuCXn4veambF8Kv4ZcIUwvx9aE4B4798C2Ki0TePwbdFLEEtm+PXojlKdDT+Pj5ONxz4A3qzGXX5cp4eNbLOy7mkBc+bNZgEsGnTpjRt2rROXmvgwIE8//zzpKam0qxZM8B+JxccHEznzpV3UDcYDBgMhnLb9Xq9yy4CrnxtcY7XlLNeDzfdZP8CtMVfAISFwcGDld2Q19HpvaScPUzK2T28qZz1XTvT/u3yrXA3FH85TBhU9+d2QTl7y++tKg0mAayJxMREzp49S2JiIlarlR07dgDQrl07AgMDGT16NJ07d+a2227jpZdeIiUlhZkzZ/Lggw9WmOAJIYQQQjQmjTIBnD17Np999pnjccmo3r/++ouhQ4ei1Wr59ddfmTx5MgMHDiQgIICJEyfy3HPPeSpkIYQQQgi3aZQJ4MKFCyudA7BEy5YtWSKd0YUQQgjhhWR2RSGEEEIILyMJoBBCCCGEl2mUTcDuohavVeiK4eRmsxmj0UhOTo6MVnIhKWf3kHJ2Dyln95Bydg9XlnPJ57aqlp/b0FtIAngBcnPti2THxcV5OBIhhBBC1FRubi4hISGeDsMjFNWb098LZLPZOH36NEFBQShK3c6eVjLJdFJSUp1PMi3OkXJ2Dyln95Bydg8pZ/dwZTmrqkpubi4xMTFoari+cWMhNYAXQKPREBsb69JzBAcHywXGDaSc3UPK2T2knN1Dytk9XFXO3lrzV8I7014hhBBCCC8mCaAQQgghhJeRBLCeMhgMzJkzR5amczEpZ/eQcnYPKWf3kHJ2Dyln15JBIEIIIYQQXkZqAIUQQgghvIwkgEIIIYQQXkYSQCGEEEIILyMJoBBCCCGEl5EEUAghhBDCy0gCKIQQQgjhZSQBFEIIIYTwMpIACiGEEEJ4GUkAhRBCCCG8jCSAQgghhBBeRhJAIYQQQggvIwmgEEIIIYSXkQRQCCGEEMLLSAIohBBCCOFlJAEUQgghhPAykgAKIYQQQngZSQCFEEIIIbyMJIBCCCGEEF5GEkAhhBBCCC8jCaAQQgghhJeRBFAIIYQQwstIAiiEEEII4WUkARRCCCGE8DKSAAohhBBCeJlGmwCuWbOGK664gpiYGBRF4ccffyzzvKqqzJ49m+joaPz8/Bg5ciSHDx/2TLBCCCGEEG6k83QArpKfn0+PHj248847ufbaa8s9/9JLL/HWW2/x2Wef0bp1a2bNmsWYMWPYt28fvr6+Tp3DZrNx+vRpgoKCUBSlrn8EIYQQQriAqqrk5uYSExODRtNo68KqpnoBQP3hhx8cj202mxoVFaW+/PLLjm1ZWVmqwWBQv/76a6dfNykpSQXkS77kS77kS77kqwF+JSUl1WW60aA02hrAqiQkJJCSksLIkSMd20JCQhgwYAAbN27kpptucup1goKCAEhKSiI4OLhOYzSbzSxbtozRo0ej1+vr9LXFOVLO7iHl7B5Szu4h5eweriznnJwc4uLiHJ/j3sgrE8CUlBQAIiMjy2yPjIx0PFeRoqIiioqKHI9zc3MB8PPzw8/Pr05j1Ol0+Pv74+fnJxcYF5Jydg8pZ/eQcnYPKWf3cGU5m81mAK/uvuWVCWBtLViwgGeffbbc9mXLluHv7++Scy5fvtwlryvKknJ2Dyln95Bydg8pZ/dwRTkbjcY6f82GxisTwKioKADOnDlDdHS0Y/uZM2fo2bNnpcfNmDGDqVOnOh6XVCGPHj3aJU3Ay5cvZ9SoUXKH6UJSzu4h5eweUs7uIeXsHq4s55ycnDp9vYbIKxPA1q1bExUVxcqVKx0JX05ODps2bWLy5MmVHmcwGDAYDOW26/V6l10EXPna4hwpZ/eQcnYPKWf3kHJ2D1eUs/zeGnECmJeXx5EjRxyPExIS2LFjB2FhYbRo0YJHH32UefPmER8f75gGJiYmhquvvtpzQQvhRZKzC4gM8kWj8d4+OKJ+stlsmEymSp83m83odDoKCwuxWq1ujMy7XEg56/V6tFqtiyJrHBptAvjPP/8wbNgwx+OSptuJEyeycOFCpk+fTn5+Pvfeey9ZWVkMHjyYpUuXOj0HoBCi9t5eeZivF6+jV4tQ3nziKnRaL52HS9Q7JpOJhIQEbDZbpfuoqkpUVBRJSUlePYjA1S60nENDQ4mKipLfUSUabQI4dOhQVFWt9HlFUXjuued47rnn3BiVEKLAZOWdv47wwM5l3P+fxfwdtYjBk67ydFhCoKoqycnJaLVa4uLiKp0g2GazkZeXR2BgoPdOIuwGtS1nVVUxGo2kpqYClOnrL85ptAmgEKJ+2ngsnSKLjSPhcRisZqLmzwFJAEU9YLFYMBqNxMTEVDmzQ0kTsa+vrySALnQh5VwyNVtqairNmjWT5uAKyDtXCOFWe0/ZR9+l9RqARdHQ7vBOTIePejgqIXD0M/Px8fFwJKIulCTxJXP+ibIkARRCuNXxxDQ0NiuXDuvBjpbdADj130UejkqIc6TPWOMgv8eqSQIohHCrgf99h72v38ionxaS0n8QAEWr13o4KiGE8C6SAAoh3Coq6Qh+liKCosLRXzIYgKa7t3o4KiG8z9ChQ3n00Ucdj1u1asUbb7zhsXiEe0kCKIRwmwKTlebpJwEI7NmN5qMuwaJoCD97BjUx0cPRCSFcYdWqVSiKQlZWlqdDEaXIKGAhhNskZxppnZ0GQECHdrSPjeHnbsPJ9AlgdGYBcS08HKAQjYDJZHLLQBZ3nUe4htQACiHcJutYIj42C1aNBiU2Fh+dhi/ue4a5I+5hmxro6fCEaJCGDh3KQw89xKOPPkpERARjxowBYPXq1fTv3x+DwUB0dDRPPfUUFoul1ueZNGkSV199Nc8//zwxMTF06NABgC+++IK+ffsSFBREVFQUN998s2MOvuPHjzsWZWjSpAmKojBp0iTAPs3LggULaN26NX5+fvTo0YPvvvvuAkpC1ITUADYgFqsNq6pi0Ml8RqJhMh1LACAjtBnNdPbLT5eYYLYnZrEvOYerejb3ZHhClKGqKgXm8kuQ2Ww2CkxWdCaLy+YB9NNrazSK9bPPPmPy5MmsX78egFOnTjFu3DgmTZrE559/zoEDB7jnnnvw9fXlmWeeqXVcK1euJDg4mOXLlzu2mc1m5s6dS4cOHUhNTWXq1KlMmjSJJUuWEBcXx+LFi7nuuus4ePAgwcHBjjn6FixYwH//+18++OAD4uPjWbNmDbfeeitNmzZlyJAhtY5ROEcSwAaiyGJl5Gur8dFq+PHBQQT5ykLWouExn04BIDesKc2Kt3WKDiawyEjhxs1wWSfPBSfEeQrMVjrP/sMj59733Bj8fZz/iI6Pj+ell15yPH766aeJi4vjnXfeQVEUOnbsyOnTp3nyySeZPXt2rRPXgIAAPvroozJNv3feeafj+zZt2vDWW2/Rr18/xyoeYWFhADRr1ozQ0FAAioqKmD9/PitWrGDgwIGOY9etW8e///1vSQDdQBLABuLwmTySzhYA8P22U0y8uJVnAxKiFtJ9g1nafiCGLp1oW7ytm6+FPW/ciE1R4MnrISDAozEK0RD16dOnzOP9+/czcODAMrWIgwYNIi8vj5MnT9KiRe063Hbr1q1cv7+tW7fyzDPPsHPnTjIzMx3rKCcmJtK5c+cKX+fIkSMYjUZGjRpVZrvJZKJXr161ik3UjCSADcSR1DzH9ycyjB6MRIja29e2OwuveZr7h7RlWPG2dp1aku4fSoQxi8wtO2gydJBHYxSihJ9ey77nxpTbbrPZyM3JJSg4yKVNwDUR4KYbp/PPk5+fz5gxYxgzZgxffvklTZs2JTExkTFjxmAymSp9nbw8+2fab7/9RvPmZbt+GAyGug9clCMJYANxLO1cApiSU+DBSISovUyjfUmmJv7nujD4++jYH9OGiCPbSN24VRJAUW8oilJhM6zNZsPio8XfR1dv1wLu1KkTixcvRlVVRy3g+vXrCQoKIjY2ts7Oc+DAATIyMnjhhReIi4sD4J9//imzT0mNYclSewCdO3fGYDCQmJgozb0eUj/fuaKc1Nwix/fJ2YUejESI2svPzgNVpUlA2Sak7Hb20YRF23d4ICohGp8HHniApKQkpkyZwoEDB/jpp5+YM2cOU6dOrdOktUWLFvj4+PD2229z7Ngxfv75Z+bOnVtmn5YtW6IoCr/++itpaWnk5eURFBTEtGnTeOyxx/jss884evQo27Zt4+233+azzz6rs/hE5SQBbCDO5p+rSk+RBFA0UFNef4yDr15Dh3XLyj7RpSsAPgf2eyAqIRqf5s2bs2TJEjZv3kyPHj24//77ueuuu5g5c2adnqdp06YsXLiQRYsW0blzZ1544QVeeeWVcrE8++yzPPXUU0RGRvLQQw8BMHfuXGbNmsWCBQvo1KkTY8eO5bfffqN169Z1GqOomDQBNxClE8DsArMHIxGi9gJzMjFYLfiFhZbZHtSrOwDhSUc9EJUQDduqVasq3D5kyBA2b97s9HHHjx+v8jwLFy6scPuECROYMGFCmW2qqpZ5PGvWLGbNmlVmm6IoPPLIIzzyyCNVnle4htQANhClE0CjyYrFavNgNELUTkhuFgB+sdFltkdd1BOApllpWLOy3RyVEEJ4H6kBbCAy8suOpsottJTrRyVEfWa12Ag12pO7wBYxZZ6Lad2cjy+6jqSAcO7MMtIiNMQTIQohhNeQBLABsNrUcs2+kgCKhsacnYdOtddcB59XA6jVKCy+6RH2Jecw2KhBlgQWQgjXkibgBiCv6NzajSXTZ+QUSj9A0cBk5QKQa/BH61t+nq/4SPtawIdLzXkphBDCNVxWA2iz2Vi9ejVr167lxIkTGI1GmjZtSq9evRg5cqRjviBRvdziZM9HpyE80ECm0SwJoGhw1Dz7BOb5foEEVfB8x1A9R1KOYPsrGYa2rWAPIYQQdaXOawALCgqYN28ecXFxjBs3jt9//52srCy0Wi1Hjhxhzpw5tG7dmnHjxvH333/X9ekbpdxCew1gsK+OIF9dmW1CNBT5el/+iL+IHe37Vvh8n1MH+O2zR7nm/WfdHJkQQnifOq8BbN++PQMHDuTDDz9k1KhR6PX6cvucOHGCr776iptuuomnn36ae+65p67DaFRKkr0gXz1Bvvoy24RoKE5FtmDutTPp3SKUsRU837R/TwAi009jMxag8fdza3xCCOFN6jwBXLZsGZ06dapyn5YtWzJjxgymTZtGYmJiXYfQ6OQUDwAJ8tURXFwDmCNzAYoGpqh45qJA3/I3hQCxnVqT7RtASGE+Z7btInLwADdGJ4QQ3qXOm4CrS/5K0+v1tG3rub4+zzzzDIqilPnq2LGjx+KpTG7RuQRQagBFQ2Uy20BVCTRUvMi9XqflZFQrANK37HRjZEII4X1cOgp46dKlrFu3zvH43XffpWfPntx8881kZma68tRO69KlC8nJyY6v0vHWF44mYIPeUQOYK4NARANz6ZLvOPTKNUz46rVK98lu2Q6Awp273RWWEF5JVVXuvfdewsLCUBSFHTt2eDok4WYuTQCfeOIJcnJyANi9ezePP/4448aNIyEhgalTp7ry1E7T6XRERUU5viIiIjwdUjnn+gCeGwQio4BFQ6MvMOJjs6D1qbgJGMDcvgMAukMH3RWWEF5p6dKlLFy4kF9//ZXk5GS6du3q6ZCEm7k0AUxISKBz584ALF68mPHjxzN//nzeffddfv/9d1ee2mmHDx8mJiaGNm3acMstt9TLPoklyV6Qr55gv/rfBKyqKv9Zc5S/DqR6OhRRj+iNBQCowZWv8mHobv8QCj0hawILUVsmk6nafY4ePUp0dDQXX3wxUVFR6HQ1HxKgqioWS/39LBJVc+lKID4+PhiN9rm/VqxYwe233w5AWFiYo2bQkwYMGMDChQvp0KEDycnJPPvss1xyySXs2bOHoKDyM5UVFRVRVFTkeFzyM5jNZszmuq2RK3k9s9lMttH+xxzgo+CvUwDILjDV+TnrypbjmcxfcgCA9dOHEOavZ9epHHrEhqDVKB6OrqzS5Sxcx2w2YyjIB0ANCqy0vIMH9uP5oXdyMrYNb5pMKEr9er/Ud/J+vjBmsxlVVbHZbNhsla+3rqqq4/+q9nOX4cOH06VLF3Q6HV9++SXdunXjzTffZPr06axbt46AgABGjRrFa6+9RkREBHfccQeff/45AIqi0LJlS44dO4bNZuOll17iww8/JCUlhfbt2/P0009z/fXXA7Bq1SpGjBjBr7/+yuzZs9m9ezdLly7l0ksvdeq4ZcuWMWPGDPbt20fPnj35+OOP6dChg+Pn+OWXX5g3bx67d+8mMDCQwYMHs3DhQlRVpaCggJkzZ/LNN9+QlZVF165dWbBgAUOHDq20XGw2G6qqYjab0WrL9j2WvxEXJ4CDBw9m6tSpDBo0iM2bN/O///0PgEOHDhEbG+vKUzvlsssuc3zfvXt3BgwYQMuWLfn222+56667yu2/YMECnn22/Bxly5Ytw9/f3yUxLl++nEPHNICGkwmHKTwNoCUpJYMlS5a45JwXalWyAtj/2N5Z/Cf7sxR2ZGi4rpWVS6NVzwZXieXLl3s6hEYvptBeA3gqN7fS967JCh8NuAYVhYt/+p1gWe2wVkq/nw9kKRzLVRgcaZPyrEZJl6C8vLyytWj5+RXun5ufD1ot+PpWuy8AGg34+VW/b0BADaIGi8XC559/zh133MHvv/9OdnY2I0aM4LbbbuO5556jsLCQZ555huuvv56ff/6Z5557jtjYWBYuXMiff/6JVqslJyeHV155hUWLFvHKK6/Qtm1bNmzYwO23305AQACDBg1yVOg8+eSTzJ07l1atWhEaGsozzzzj1HH/93//x7PPPkt4eDhTp05l0qRJ/PHHHwD88ccf3HLLLTz++OO88847mEwmx/s4NzeXRx55hAMHDvDhhx8SHR3Nr7/+yrhx41i/fn2lg0lNJhMFBQWsWbOmXE1lSUzeTFFLbmVcIDExkQceeICkpCQefvhhR1L12GOPYbVaeeutt1x16lrr168fI0eOZMGCBeWeq6gGMC4ujvT0dIKDg+s0DrPZzPLlyxk1ahSTv97N6sPpLLiqEy2a+HLLwu20Dvdn2aOD6/ScdWXGD3v5btspUFUmxcDXSWaKdD50jQnmh8kXeTq8MkqXc0VzVoq6YTabOdq5H91O7GPji+/T97HyN1glhr+2lqTMAv57Z18GtA5zY5QN3/nv543HMrj9060AtIkI4OcHLsKgr3gUdr2Snw9nz4KbV4wqLCwkKSmJVq1a4VsqqdNoKy8z9bLLUH/91fFYCQpCqSS5UIcMQf3zz3P7RkaipKeX289mtdYo7uHDh5OTk8M///wDwPPPP8/atWtZunSpY5+TJ0/SsmVL9u/fT/v27XnzzTd58803OXbsGGD/fIuIiGDZsmUMHDjQcdw999yD0Wjkyy+/dNTkff/991x11VU1Pm7ZsmWMGDECgCVLlnDFFVeQn5+Pr68vgwcPpnXr1nzxxRfnyktVyc3NJTMzk/j4eI4fP05MTIzj+dGjR9OvXz+ef/75CsulsLCQ48ePExcXV+b3CfbP74iICLKzs+v887uhcEkN4J9//smQIUNo0aIFv5b6wyjx+uuvu+K0FywvL4+jR49y2223Vfi8wWDAYCi/hqler3dZ8qDX68kz2S8GLU8cpPed04gcPp28oOb1NmFJyzOhsVl5/8cFjDn8N5MDw7jtxuc4qm+LTqerl816rvwdCju/QvuHoiEsrMqyvkibR/f9G8j7qwB9++vdFV6jUvJ+/mDNcQAuO7CO2OxUlgxpy4396vcynMlL/yL0hqvxy8th15jraffTV/gb3PO3abVaURQFjUaDRuNcF3lFUVCc3Rec2tfZc5fWp08fx3G7du1i1apVFSY2CQkJdOzY0XEdLjnm2LFjGI1GxowZU2Z/k8lEr169ypRJ//79a3Vcz549Hd83b94cgPT0dFq0aMGOHTu45557yvzsJc3re/bswWq1lpumraioiPDw8ErLS6PRoChKhdd3ud67KAG8++67ycrKYuzYsVx99dVcdtllFfap87Rp06ZxxRVX0LJlS06fPs2cOXPQarVMmDDB06GVUTLlS8w/6/E9sI9XCt7gntvmeziqymUaTVy79y/GHLYv9ReZd5YJO//g2ab3kZZbRLNg32peQTRGu2M7kGYIwj8musr9xu9ayZCf32JnzhVwnySAtZWRV8SGoxn4mQp5afWHBGVlMOerXtDvIU+HVqn03EKMt99BdJ69f3Wn5T/wzotf8tjsSZ4NLC+vzEObzUZOTg7BwcFozk8kUqsY/HZ+onL8eN3EBwSUajbOy8vjiiuu4MUXXyy3X3R0xX9/ecU/42+//eZIzkqcX/Fx/rmcPa500lWSgJYkeX5+la/8k5eXh1arZevWreX68gUGBlZ6nKiaSxLAY8eOsWvXLn7++WdeeeUVJk6cyODBg7nyyiu56qqraNGihStOW2MnT55kwoQJZGRk0LRpUwYPHszff/9N06ZNPR1aGSUjfguvuhb17Ze55MQOuh/bhdk6Br3WpQO5ayUjz8St238D4IMB13EkPI7vutqr/RPPGiUB9FLPjHuIbJPCrz26V7mfrot9MvmghCPuCKvR2nrCPtdqbGwE2quugs8+4apv3+H4/02iVdP6+aG59uPFXJN2AqOPH38+9hwvZIdx0tiUK9PyaOvJmM/vk2ezgdVq335+UleT/ns17OvnrN69e7N48WJatWrl9Ojezp07YzAYSExMZMiQIU6fq7bHna979+6sXLmSO+64o9xzvXr1wmq1kpqayiWXXFLrc4iyXJY9dO/enZkzZ7J582aOHj3Kddddx++//06HDh3o2bMns2fPdvRX8JRvvvmG06dPU1RUxMmTJ/nmm288ujJJhfbu5ZkvnmH8/jUYOnXANsn+xzH570XkF9XP4ff6lNP0TD6MDYWP+l3Nd91Goi1OVE9kSMdbb1VU3K0pwFD1B1Jo3x4ARCYfB9d1UW70Ap+bzcu/vcGVthT8X3ieQh9fep8+yL7/le+WU19ofvkFgJRR4xn/wjTi+9unBfpl52lPhtXgPPjgg5w9e5YJEyawZcsWjh49yh9//MEdd9yBtZL+hUFBQUybNo3HHnuMzz77jKNHj7Jt2zbefvttPvvss0rPVdvjzjdnzhy+/vpr5syZw/79+9m9ezcvvfQSAO3bt+eWW27h9ttv5/vvvychIYHNmzezYMECfvvtt5oVjnBwS/VRTEwM999/P0uWLCE9PZ2ZM2dy/Phxxo4dy/z59bcps15YuZIx+9dx3Z6VBPnq0D4xDYBLE7aTfzzJw8GVV2i20v2YfRmvI3EdSA9oAsD47tH4WMykJKZ4MjzhIaqqlkoAqx6EENu3B2aNlgBTAflHj7s+uEYqfsXP3LBnBT19zRAVRcJoe6f9kK8+93BkFTNbbcTv3QJA8NXjAbi8u73D/8aN+z0WV0MUExPD+vXrsVqtjB49mm7duvHoo48SGhpaZf/CuXPnMmvWLBYsWECnTp0YO3Ysv/32G61bt67yfLU9rrShQ4eyaNEifv75Z3r27Mnw4cPZvHmz4/lPP/2U22+/nccff5wOHTpw9dVXs2XLlnrTotggqR5ksVjU1NRUT4ZwQbKzs1VAzc7OrvPXNplM6o8//qgWXnu9qoL60iW3qYVmi6qqqrqjRWdVBTV5zvw6P++FOp1lVF8dfItq0mjV9LsnqxfNX6F+uu6Y+tfj89RM30B15fjbPB1iGSXlbDKZPB1Ko5Z9PFEt0PmoZ32D1PyComr3PxYRp6qgHv3iOzdE13iUvJ8Lkk6qqr3+VE1ISFZVVVVPLPlTVUEt0PmoBRmZng20AnuTMtWE0GhVBdV2/LiqqqqalW1UV7furVoUjZr4zx6Xx1BQUKDu27dPLSgoqHI/q9WqZmZmqlar1eUxebMLLeeqfp+u/PxuKFw6D2Bl07woioKvry/x8fHSnl8NZecOAPbGdsCgs9ec/NVnFD0S9xG0+H/wzAwPRldeToGFtwZN4JvhN7N52iVsLB78s/WfaEIL8+ix9nd735kqplUQjU9hdi7BFvu8agYnRnSmxbahdXoSudt3w63XuTq8Ridj01aaA4mhUbRoEQlA3JghnIiIpWX6SfYu/B9dpt7n2SDPczTDyJT7PmRIUy2fFdfqhAT7EWFQ0Ko2Ej/+L3F9yk/PJYSoHZcmgK+//jppaWkYjUaaNLE3BWZmZuLv709gYCCpqam0adOGv/76izg3z/fUECgWC/oTxwFIbX6uKn1Lv5EcWvMDuqGjaGO1omo0PP7tTrYlZvLd5IuJCCw/VY27lIxY9gv0g1Ijv32vGE/2kwGEZ6fDmjUwbJinQhQeYMqxT3hbqDfg68Q0QMZ27WHHatT90vRXG7n/2LthnIxtR4vi1XcUjYZjl46BP3/jwMksungywAqcyrJPFN6keSSUeo/kj78KDmwlbOmvgCSAQtQVl/YBnD9/Pv369ePw4cNkZGSQkZHBoUOHGDBgAG+++SaJiYlERUXx2GOPuTKMBivgzBkUi4V8vS8Fzc4N3beFRzD67vfYfdejoNWy5Xgm328/xfEMIz/v8Gxn6ZIRy0G+Ze8t4mKasLT9xQCYvl3k9riEZ5ly7FNFFOqduznJuvJa7rvm//hmxC2uDKvRUnfvBiCrbYcy280zZzHk3g95K7q/Yzmz+uJUpj0BbN6k7HQgbe+xvwc6Jezh9H5ZI1qIuuLSBHDmzJm8/vrrZUbWtmvXjldeeYUZM2YQGxvLSy+9xPr1610ZRoMVePIkAMfCmhPkd67ZrCS5Kkm2DqScW1d5w9Hys8q7k2brP/z4+VTu/+X9MtuDffWs634pAMZvFnE4OdsT4QkPMefaE0CTj3NTAEVc1Jc/2l/MZtU7Z+i/UAGH7GtxW7t0LbP94s7N8dFpOZFh5GhaXkWHesxlL03nv988TY+ksrW+Ye3bcKi1vb4y4aOvPBGaEI2SSxPA5OTkcuvvgX3dwpQU+2jQmJgYcnNzXRlGg+WXkQHAsbBYgn3PJYCBxQlgQU4e/PgjWYePO55LPOvZaVb0+/fSM/kQbU6Xv1NP7T+YHEMAoVnpvDD7UwpMNVvuSDRc5jx7E3CRkwlgu2b2Od9OnDVisthcFldjZTMWYFU0+Hcv29AbaNBxcbtw9FYz//y82kPRVSz26F4Gn9hJlL58zWT2ZVcAELTkZ7fEUt9qR0XtyO+xai5NAIcNG8Z9993H9u3bHdu2b9/O5MmTGT58OAC7d++u0VBxb5Iwbhyf/LGL50bcQ4h/qRrA4nnUhs96EK65htjff3A8l3jW6NE3vd8x++S9GbHlf6fXX9yWFe36A3DxjlXsPJnlztCEB1mLE0CzwbkEMDLYwKUpB5i87mtOr93kytAapX898D7tp/1A+EV9yj13XWABW9++lfEPTwCz2QPRlafabERkngEgpGP5uVhb3nMrAJ0PbiPthOu6uZSsMmEymVx2DuE+xuI1mWXZt4q5dBDIxx9/zG233UafPn0cvwCLxcKIESP4+OOPAfsyLq+++qorw2jQMlUdGQGhhPqVrwHc3+sS2m5eTeeNK6DlaAAKzTaPLrdmSD4FgDGm/KCe6/vEsvXxB1m0qCXfRPfjmsRMLmoT7u4QhQfk+QWysUU3Mlu0p7MT+yuKwuRdvzJw+yr2/NwKhg2s9hhhZ7VBam4RqkZL87DyK00MGNUXk1ZPhDGLs78tI+zqyz0QZVk5p84QYi4CILJzu3LPN+vZhd8uvZbV/rH0OprFhJYxLolDp9Ph7+9PWloaer2+0jnzbDYbJpOJwsLCWq3bK5xT23JWVRWj0UhqaiqhoaHllo8Tdi5NAKOioli+fDkHDhzg0KFDAHTo0IEOHc51TB4mo0GrlFVgb0IPLV0DWNwcvKX3EMYrz9PxxD6ic9JIDrYvYZfqwQTQP83etG+JjCr3nKIo9L3jOja16sHhPw5y+Ez96oMkXOdUz4uYPmEBl8aHM87JY/K79oTtq2DrVhdG1vhkmewTAPpoNYQH+JR7vlloAMt6XcLo9b9w5rOv60UCmLH/CCFAemATIoIqXh7t5HMv8e3vBzh1LIcJw10Th6IoREdHk5CQwIkTJyrdT1VVCgoK8PPzc6xpK+rehZZzaGgoUVHlP4uEnUsTwBJt2rRBURTatm3r9LqEAvrPn0+kbyS/9JxAqN+5C3lgcRPwad9QLAMvRrdhPWMPbWDl6AkknjWSke+55ouAdPtC6NaYyu/Q20TYL/DH0vPdEpPwvAKzvb+nr975O3HDRf3hC4g4sMtVYTVKTdet59sff+Of7oPRaC6rcB/l2utg/S80+3OpfV1bD9diGY8kAJAeFkVEJfuM7RrFgt8PsOnYWXIKzWX6RdclHx8f4uPjq2wGNpvNrFmzhksvvVSaF13oQspZr9dLzV81XJqNGY1GpkyZ4lgP8NChQ7Rp04YpU6bQvHlznnrqKVeevmHLzSV682aiAXPv28r0AQwubg7OKTCTPvYKojas54ojGzky4S57AphX5JmYVZWQs/YEUGkeW+lurUP0jDm0gUtW7UOdPBBFmlAavZIE0K8GCWD0iEEARKWdwppxFm14mEtia2wCjyfS/+Q+clrHV7pPnzuuI/f/HiA8J4OTv/9J7OUj3RhheZYEe21bTtPoSvdpGR7ARdo8Ov+9kn1fF3HRHde4LB6NRoOvb+WtKFqtFovFgq+vrySALiTl7Fou/eSdMWMGO3fuZNWqVWX+mEaOHMn//vc/V5664Ttt7+hs9PUn3+Bfpg9gmL+9NjDTaOLgQPuFu2fiXlqZ7dPBZOR5qAYwP5/soFBM/9/efYdHVWYPHP9OTyaT3kNCSEIJvQUQxLUhKCgiYgFUXMUKKqAiimJbRNEFFP3pioquDXVXLAgKUhdBeu89IT2E9GTq/f0xIRBJhcxMSM7neXiezMy9cw9vJjNn3nJetRZNdPU9gK18dbz981vcteEH8jfI8F5z0GX+XDbPHc1N3/+rzufEtYnhRKAzIchYsdZVoTU5XjnOUlCWyBbVHhMUaGJv9/4ApH76tVviqklxmYUsn0CKI6qPGeCJPUuYtmIe+vkfuykyIZoulyaAP/zwA++++y79+/evNH7fsWNHjhyRgp41UaWnA5Dt5xwQCTCeHQI+Mx/wdImVw15BbI9si1pR6HHYudo6p9hDPYAmE/dM+452T32PT0D19du8Av3Z2DYJgJIF37orOuFB2vx8Qkry8XKcXxaqOhq1ipNx7QHIW7POVaE1Oabc8lqgLWveXUl7q3OLvaiVv+Gwe7bUzuobRtF7/Oese/iZGo/zvt0Zc5tNq1DMHnqfE6KJcGkCmJ2dTVhY2Hn3FxcXy8TZ2pT3AGb4OIe9zl0EElQ+sTuvxEJKbgkvDXiIDz5cTPqNwwEP9gDi3ApOUanP2wnkr3b3vQ4An59/cENUwtNUpc5dHhSjdy1HVlbUrbyMydatDR1Sk+WXfxoAfS3ba3a8/w7eu+puxt78LBuO5bojtGrlFDqTuWDfmhevJQ4fRLZPIL5lxZz4frE7QhOiyXJpApiUlMQvv/xScftM0vfRRx/Rt6+UdaiJqjwBTDU691A+dwg4sLw30GpXOJBRyPaodvh07kCIj3ObLY/NAeTs7iR+tSSABdcMwqLW4n/sMMh+r02eurS8QLmx6hWe1dGNHsWQMXN4crjMF64rU7FzKohvTPXz6cDZE58y/ikOhLZi4fZUd4RWrezy96za9jH38tKzr/dVAOR+vsDVYQnRpLl8L+DnnnuORx55BJvNxttvv83AgQOZP38+06dPd+WlL33lQ8CZJmedPL9zEkBvvQaD1vmr21leTDkm0Jtgkx4UxWOrgJX332f+vCe4a+svFaVqqtOxYyx/tOoKwIH/+1QqtjdxmjJnAqjyMdbrvB6XdWBvZGv2Z5eSVVDmitCaFocD//IE0BRde/mLW7o759wt2ZVBmdVzO/NMfu1BvvnyGaLzMmo91ufO2wGIX7UEa0mpq0MToslyaQLYv39/tm/fjs1mo3PnzixdupSwsDDWr19Pz57nV6gXZ6nynXvl5hj98dZpziufEerr/KZcXL6dWnzGcXo++QDv/fi6x4aArfsP0iN1P9H5mfh715wA9k0IZlmHKwCwffsflu7NdEeIwkM0Zc7kTe1Tvx7AAKOejlHO+aTrjpxq8LiaGqWwkByfAMwaLQEtay+W3KtVELdk7eaNBa+w6ZslboiwCg4H7Y/vps/JPQT41/766HLvrWT7BhFQWsiueZ5fwCLEpcrlRfkSEhKYN2+eqy/T5Ng/+oj3r76JL3apCTaen0y1CPDm5Omz337DA40YlvzMdWotL2fnoCiK2+dZWjOz0ANFJv9a672FmAxc+8wD2H55B7Xi4D+r9jKooxTsbKq0Zc7XqqqeCSDAME0u9/4yl7BtQfCbLBqqSYHeyGXj/g2Kwv4g31qPV6tVjE1ZT8eD61j58Sdw141uiLIyR+5ptA7nIpS6JK06vY6jg4bht/Bz9v6xgx5PuDpCIZqmBk8ACwoK6nysn1/1K0UF5KPHrNMQWEU1/xYB3pV+NnTphKNLV/Q7d3DTtqUUmW+pdRi2odnPlJ8IqFu9tmv7d+DQ5j3c8O0RfDIt2OwOtBqpCdgUnQyNwVZQCKHVlfmtXo8wL3rsXk7hYR8UiwWV/vy/B+GUU977b/LS1bnoduDDY+H3H+m5fik5GacIiXDv9owFKWkE4Exeg4NrT1oBYma8SO/ogeQbTFyWVUTrMJNLYxSiKWrwT9uAgAACAwPr9E/UrKB8JDe8im3dos5JANtFON801ePHAXD3tsXkeGK+1CnnEJ01oO6/2/hu7fA1aCm22NmfUeiqyISHzbrtKW66921K+/Wv97kdbryaU0Z/fMuKOfKfX2o/oRk7VXxmMUXdk+SoWwaTGhqNn7mYAzPfc1Vo1SpMdi54yzP5o6vjF8Co1i3p1S0BgC/+rH7LNiFE9Ro8AVy5ciUrVqxgxYoVfPLJJ4SFhTF58mQWLlzIwoULmTx5MuHh4XzyyScNfekmRXPHHdzy0WyCSvIJ9zt/ZVzXmICKnztElvekjhpFoZcPrfLSsf7iLJFQZrXz5m/7+XjtMZfHrC5PAJWguvcgaNQqesQG4ldWxKEV610VmvCwsgvYCeQMLy89B/o4N3/N+0qGgGui/2Eh3345mbFr61FoX60m/e6xALT84iMUu3sXgxSnOhe8FfrWb6eXe/rGArB30UqK82VfcSHqq8GHgK+88sqKn1955RVmzZrFyJEjK+4bOnQonTt35sMPP2TMmDENffmmwWJBvXAhfQBH3wcJraI21hVtQggx6SmzOrizd3m9Lx8fVlw+lJuXf03Y7Jlw7+28v+oI7610Ft1uH+lLv4T6D8HVlS7PWX9MHVq/IaThOXt5//8epjgwFO48CrLlT5NTchEJIIB+xHBYuZDY/y1DsdtRyR6fVVIdOkSvk3uxxiXU67zEZx+n8L2ZxGSnsP9fX5D4qPvem83pzgVgJf71GxXq3zqEj5bOZsC25WwIyKfPzKmuCE+IJsulE67Wr19PUlLSefcnJSWxceNGV1760pbrLMrqUKkoMPhU2QPopdOw6LEr+G3i34gOPFtaY+3N91CiMxCwayssWcIvu9IrHvtlZ/p5z9NgHA7KvI2UafUYwkPrdWrkDVdTrPMmNOskdukZbpK+e+seVv9rLKasC3sNdrpnOEV6b0ILTnHgx2UNHF0Tku2ch2sLrt+XMFNIIFtuGg2A/z9eAlvdd2y5WEVmO5mmIMpCw+t1nlqtwudvzv2iW38wC3N+3eefCyFcnADGxMRUuQL4o48+IqaWKvXNWnkCWOhlwqHWEBdc9crJCH+vSotBAPTRLZhz+ShWjHuBvL5XcDjr7NDIeleW0VCrmfb2LyQ++T0BsdH1OrVLYjQf9nfW9sp+6jne/n6TKyJ0L4cDfvkFHnmEvBtuYvOVN/H5bY/xzuz/sjeteX1QOUpKaXk6ndi8DLyD/S/oObxMRvZddi0ABe/WfT/h5kZ9qnwbuJD69/S3nDGNXeEJvNnjFjYn5zVsYDX445rh9Bn3b35/7KV6n9vxlcmcDIwkuDCXzeObRg+gNTWNvRNfYNvl17Mp6RrWDB7FqtfeJyuneb1vCNdzaRmY2bNnc+utt7JkyRL69OkDwMaNGzl06BD//e9/XXnpOnvvvfd48803ycjIoGvXrsydO5fevXt7NqjyuXS5Xs7FHXGhdS+dEWIy8HafWynq0xLvXOcqEl+DlkKzjaM5xRSUWfFz0ergM2VpWgTVr9ivl05D0MTHOL7xZ1rlpRPx8lSOXPE9CaGX6Mq+1FS4805YuxaAACCp/N+SnVu5Kdubsf3jmDSwLQZt0x/KzE9OJRCwqLUERtavd/hcvo8/yomdm1mmC6NdiRX/KsojNXfeOVkAqCLqX1IpvnU0U979L99vPsn2hbv5aXx/TAaXVwojs8C5cCWsisVutfHz8+Hocy8S/fTD9PrqA/aPuo3EG/7W0CG6TfrcD/F/egIdzJULXBct/4EeeVFclhjJHUkxXNcmCL13zbumCFEbl/51Dx48mEOHDvH++++zr3y7r5tuuomHH364UfQAfvPNN0yaNIkPPviAPn36MGfOHAYNGsSBAweq3MPYbcoTwNPevhj1GsJr2R/zXCHlBaKzC83sSy8goLSAUepCfgpszcnTpexOza+YB7gnLZ/3Vx3hyrah3JZ0/u/D4VBQq+teSzA517nbw197Jevi4UEdyfry3zhuHMgdO5fx8xvvkfBWzRvDN0pmMwwYAPv3YzX68EX7azgSFE3vABVJGQc53uN67A6Ff605ypF123j3p5l43XMX3H47tGzp6ehdoiAlnUDgtNGPoItIeNvdMoghyQvYm1lE+JYUxl4R33BBuomiKGw4lsuqrccIWvgd6txT2DVarEYTjpgY9G3i8U9sQ6uYUBLCfAg1GepVz9M3x7mThjE+9oLim3xDe1YdzOFodjEvzfiGl564CVOga8t1ZRQ4k51I//ongADdnnyQnd8soMvmVXjfezdFOzZjirjwLxqecvKf7xL91GMA7I1qQ8b1NxMQ6Ivq8CHS80qxqLWsOZjNmoPZ/PbZ4+giI/AZfSdh99yJKvTS+/8Kz3P517vo6OhGu+3brFmzeOCBB/j73/8OwAcffMAvv/zCJ598wpQpHtx7tCIB9KNHy4B6JWGh5eUfcorMnNx3lP98MZnY4hz0E2cxh5bsOulMAEssNu77dBOZBWYW7UwnzM+LK9s630ROFZl59MutbDqeyw2dI3lrRFe89c4P7k3Hc/l4zVFKzBYGtQ3m1q6ReKkUsr5dyLz3ZrA5piPtXhlU7/+ySqUifPAAjtw/noSP5nLD7OfYMWwQAe3bEFvNEHhdKYqC3e7AZrXhUKuxKc7k1lZUjAbHRT33eQwGeOopSl98mSE3TuNoQCQPX5nATde3Q6VS8QjQem8mz/x3Jx2WLsZr1w54egc8/TQkJMDf/gZJSdC2LVx2GZjc0wuav3032R98jOroUXT5eWhsVtSAzWTC7uNL5t8GkHfTLQR46whU2Qlb9RvGsGB0QYGoAgPBzw/0eucCHi8vZzuUK05xlvnI9/Gnfus8K1Op1dx9eRzPfr+LD9ccZXSf2IrX5UVTFMjLw1pcQklJGdZSCypFIahzuwZbcLI3rYCpP+xiW3IeGoednd+9g4+16nJNG2I60XvU6/h6aYkPNTH0+EZCQwPwjwrFJzwUv8hQAkID8fLxwsugR6dVg6IQfDobAP+2F5YcB/noef+uHrz58mdM+/J5Di6YQ8Tvi4mKbpgEQ3E4MJut2M0W7FYrisXGSy/eTa7agO7aj4D6TR8BQKWi1fdfkd2pM7FZyey+ZgixW9bi691w9SIVux2zAyx2B1abA1tmBnaztcGe/3Sxhbf2FDPVGMD6ywbRb+F8Ovid/SLdHVh9qphvN6ew/rcNtMs4ChlHYds6bJMncKx9T4q69UDfvTuma/5GYPvW+Bq0Lt8MIOVIKun/mo+ybx+GtFS05jK0Nis2nR6rj4n09t3Ydcf9+Hnp8PPW0mH5T+j9THiFBGMICUQbHITW3w+dlwGDjzd6X1O9Pu/ExWnwBDA5OZmW9ejJSE1NpUWLFg0dRq0sFgtbtmzh2WefrbhPrVYzYMAA1q+vuhyJ2WzGbDZX3D5T9NpqtWK1NtybwZo/D3AtkOftyxUJgfV67gAv54dVdqGZLXo1VwSE0zr3JI/PHI+h13COxD6MtV9LFu9Mrxh6Afjnb/vpG+uHKi+Pjz5cSvCWvTyYl0HMrxnsn55L7LrlfLkplX/+fph3f3yDG/f/r9J1w8r/FUZGo1MpF9we4XPeYNHGPRSi5dlFqah/SWXO7V24oVNEtbubpJwuYUdKPt46DUXf/4jf6hUEZ6XiW3gaQ1EhprIi/MzFeDnsXDv2fY4EO3s7J635nIc2fk/elH9gve66C4q3KtuuGsqDdwWTh46bu0Yy6dp4bOdMqr+qTRA/j+vLKz42phr9GbpvDUkn96I5cgSOHIH58wGYOf1LTrRsh9Xh4LrFX3Dtiu9QabUoPiZ0783F6+qLH+racTKf91cfJWv1en7+dE61xy0+rWZmnvPvuuXpdNZ8+EC1x37V9xbeufFRtBo1UQXZLHjNWQWg0OR30X8nQzuH897yg/T+YzGHh35A4k9fQT0+5IqPHidj4RKKtu5kT1AMP3UZQFahGfLz+d+M4eiAc2cpbrv8ejqt/OmiYgZY9+kPZL33EdsGPYZBp2FI5yiSR99PUMEpVA475OWjTUnGJy0FQ2kxDh8f1CooLLOxIyWPf899AX9zcZXPvSGmE3eOfh1jWQm/Gf0IKzpNYELMBbd1p0gT065vg/YLOz0ObCa5azc2vzKDLvffXm0yrJjN5B84Qs6ugxQdOIT9yFF0ycmkBYQzb8iDFJTZKCiz8r9Xbz4v6T3T3sd9DRccs3dECMe//i8ld41iatKdpM9aw+RBbRnaJaLaJMjhcO6bnpZfRnpOIYFffAopKejTUjFlpRF0KgPfsmL0NgvrYrsy5vZXKs7dOecOrtJoyOnWk5C4C0ha/2Laj7v4OawTx56ez/xJ1+HrrT2vLaL89Ey4JoHxV8ax+poEsj/9ivZrl9Ix8wht9myCPZvgS3i730hmXzEavVZNUn4Kcz+dglWrw6bTU+wfTODP/yUw4cJHGxRFYcX+bD5df4JDu4+x6d1pqKl6L/e0vFLeD78KAJXi4MjMJ6o9dnlCL+4f8SIatQoVsP2fI/C2mtlz1b0cMbThsWvbXHDMVWnIz+xLVYMngL169WLYsGGMHTuWXr16VXlMfn4+3377LW+//TYPPvggjz/+eEOHUaucnBzsdjvh4ZVXnoWHh7N///4qz5kxYwYvv/zyefcvXboUo7F+895q8r+k/jzi34/2JjN35+1n8eKq46nKqTIALWmnS0hXwcPDnuOnLf9Hu9XLeWTDf7Bs/oG8/0vEZGyBof+D9IzWsSlLxS2fvYljynK8SkqoauC120u/kGdw9kZ5+Vc9xJttCuTw7cPJXby4/v/pc6x7aBw/HHW+aTsUWDR9Hq02/Yd9gTEYfb3wUyzYcvKIys8iKj+bUffOJcPPOaw9ZdUKRmyofn6p2nG2x2/ovjUY7Fas63eybNlFrix1OFApCkdLNPxrn4ZSdLTzd/A3rxSWLEmp8pTr42Hd8EE8knYD1oISep7cR++Tu2mTk0x8bhqfZesoLnAO6fU9fIyg7LMraA8+NJ59c16/sFjtdiK++g+HTis83+suAFRh8fyn9xCKQ0Io8g3ArNaCAnpzKV5lpRyJbkMrk0KJDYxahT9jOuFrLsHPXIxfWREmSykaxdm2RTbIKP9yYS8orXjDP5LYhZMX287AbUo6jy55B53DzrpbR5N9/+jqk8CiEuybdmPaupO2+7bTKuckAeUP5ba5jC0B5VUKFB1WtQa1omBTq1FUarxsFmK2/8nii3w95/+xi9tnv4qXzUJK60RC7rgGf30yB4dV8aVDUdAVFqIxm5kZbCO7DE4V2EiNa0Nufj7G0iJMJUX4WM7OEbOqNSgKFBuM9H9kPnFGGxM2rLuomNHD4akv0eufb9EyN42W48eQ9dyTHI9vx5G4RH7sfzPFVii2wmezHyLqdCahioPz+gmjEtnZ7c6KmwUGnyp7PXfHJHIw9Rg7MpMvKuwTs+eSekxPTqGZp/6zC9u4cbQsPkWxfwDotBgKCzEW5BOYn8OusAQm3PiU80RFYf//vY6Xrep91PX2ysmCX3kyvuCzr/Hu3fGiYj5SAD/v0aJCYUAbFf9b+XudztPdPYi9owbxx5EMTJu3E3ziOFGpx0gNds7/tNgclOUVEFx0+uxJ2SdZ+NIbqEcOuaBYzUdTyfl9GzM7DwNA7ePPj5cNwcuoozgsHIe3FzatFo3ViqaklPTAcK6McFBqB1uphU1te+JdWoxPaRGmsmJM5pKK14ND5VyTanc43y/0NisaxYGiwMHDh1lsPnRBMVenpKSkQZ/vUqRSFKXqdPwCnTp1iunTp/PJJ5/g5eVFz549iYqKwsvLi9OnT7N371727NlDjx49eOGFFxg8eHBDXr7O0tLSaNGiBevWraNv374V90+ePJnVq1ezYcOG886pqgcwJiaGnJycBt3WLq/ESlGpmZ0b1nDdddehq0ddPLtDofMrv2O1O3+tRr2GbVOvofQ/35M6aSods45WHNv9sS/59KlBfL3pJImvPc+9WxcBkOUTSGl0LDE92pMZEsW8k/BlXD/URm+mDk7kjrZ+YLNhQc0fJ/JJKbQQF+HPZQkhda7kX5sTp0owGTTc//lWbv9sJmO2Vr8DxO2jX6esTz8sNgc3ZO5mQPoelFatsIZHEBgViik8BJV/AGofI+pAfzQ6HVq1ioKpLxH2zxl83+Varl//U73a+TyLFlHy2ESe7z2Sn9v2p0fLAOaP6YFRX/t3LJvdwZ70Qnan5lNQZsOhgFatQqdRoVGr0GrUGDNSsaSmk73vCBM/eA6AkswsdIEB9QrTml/Ayetvoe2W/2FRa7nm4Xn0/ltXHroijvh6LDZSFIUisx2LzY7VoWCzK9hsNqxmK3a7gk2rw+pwYLPYUGdn4dBoyMg8wvWD6vd6ru7a/330ZUZ+/BoAB3tegX3CBKJ6d8Gg05LuE8TG47ms3pPBzIevwXROsmRXqdnfoi3ZHbpi6d2H0ltGEO5nwM9Lh4/Kjo+vEaNegyUnl4AY5760p1Iz8Qu9sJ2Ljq/dTNSga/CxlrG3x99IWPYDat8GGNa32VBKSrCUWbDYFcpMfpTZ7JSZrezf/EeDtDNAWfYp9o6bQsfF31a0446INtw8ZnbFMSs/fIC40+mUag2kB0WQF96CsuiWKK1aYU9MpOTqAc4hQC8tAaUF+Hjp0Br0qHQ61HodGq0WlVrVYMOVZpuD+X8c5z+/bOb3d8agc1Rd2HpnRGuG3TuHMF8DUQHePLHwbbyNBoiJQR/fCmNCHPrwELQ+RnR+JnRBgei1GnRqFScTOpKQepjN//c5XcfecVHxrhlwOyu9ouDuu3jxjvPLpl2IMqud3GIL+bn5aI4cxV5SimnqFOIP7mDDwNvosejLej/nzk//S5vHxmIylzDy3n/SdcRA7urT8oLnbp6h2O1YLTYsNjsWtRar3YECqNIzsNut/G/HTq67cTBBvvWfW16TgoICQkJCyM/Pb7bb0jZ4D2BwcDCzZs1i+vTp/PLLL6xdu5YTJ05QWlpKSEgIo0ePZtCgQXTq1KmhL10vISEhaDQaMjMzK92fmZlJRDUr6AwGAwbD+SuvdDpdg7zZnhHqryPAqGPnBTy3DmgZZORItvMbarsIXwwGPYbRd3JjSii6o0eYoM/g2Pb9hIf40SUmCJO3gXt/H8YX3Qdz0j8MY4AfK5+8CrVRRyTwlMXG4LQC4kNNBJ2zL7EOGFjPmn911TrCOTD08ZjezNM8yteX9aGHUsDB41nkO9S06xyPISGONP8wZl/dixYRZz6gr6z+Sf/C0SkRgBanM3GgvuDfYZnVzr5X59A99QRdTu7HfusIZo7oWucVlDodJMUZSIqrqXSHc06Xoihkf/EmoUWnObVtDzGDrqpznNaCQlL6D6Tdga2UafX854Hn+fqV24i5wDmWQXWdYpUYidVqZfHiIw32tzL8g1f42qEw4rOZtN3yP7jbOSUh3RTM1eM+qzjuzqhEYguzSOt5OYYbBhFzyw10jI2s9fmN0ZHsj2xNtt5EQGoOwVH1XxRmLS1Ddc8YZ/LXrgdt1yxB69NAIwU6HXh789dfgdVq5ZC64d6TdFER9Fn4Kempb7HuP7+i2bUTq1rLUwPbEuijJ8ioJ//q/3KsRRiRbWOJr/ULz8XMAq1jzDp4bEA77uvVgp3dvkXZug3rqVzsZRZUIcF4RYZhjG9FSIe2HOjW4eyX1kcvr/M1rPrypKe09KLa+dCqjVy75geuUqnJfPPxBvsc0el0+Bq9INQP2jmnvGzed4D4aRPwPXao3tfZ/sl3dH7kbvR2G/vjOzPnyRuJ7NRAQ7I6HXovOO9dKNgXq9WK7/FDBPl6N+hnrPOyUkXAZYtAvL29GTFiBCNGjHDVJS6KXq+nZ8+eLF++nGHDhgHgcDhYvnw548eP92xwF6lNmG9FAti71dk33M7RASzJa8ETtID+Pbm/RxwqlYqEUBPDh1/B28sPodeoeXNEl0olNox6LUmtXP/GXZUIfy9eGDcYcPYUt/vL410u4rm9E+Kc1yjMIafYgslY/2+yiqLw8ofLeXW7s+RL8BOP8t6oHi6bfK1SqciIiCX08Glyt+yqewLocHDkuptJPLCVQoORvZ98y12jLmwYqDEwaDXc+fF0NowYjPLGm8RtX0dIYS6+lhJ0KoUO0YFc2SaEgPsWEdM6ktgLmFj+3POfsjU5jw+8A+l8ATFuH/8svU4eIs/bl7Afv2u45M8DIluEEPnEXVU/2Ln2hNoTfPxN9BwzHMYMb/Dnthmc7xX24tJajqxZ2rvzaAPs6XEFXbr89d2tYQX27gZAROqxaudTV+XwktW0e8iZ/G3vdQ0dVi5C79OwvXHCM1xf5KkRmzRpEmPGjCEpKYnevXszZ84ciouLK1YFX6oGdgzn1z3OuWPXtj87x7FztD9LdmdU3L6uw9nHJl7XluE9WmDUawn1bR71pVTlK2wNNgsphWZaXUBn5qqD2ah/+hGt4qCwaw+Gj264xSTVyejSi9M2FXmKga51PCdlwhQSN67ErNGx96MF9LmEk78zVCoVlw3uD4P7A1BQYsbmgD1eOvTai5+KEGxy/h3kFFU9L6wmBcdP0uELZ8Hq/VNf47J2l17JGlE9e3kC6LiIeWRmq424Fc6pLbq7RjdIXDVpcVkPpg4ax8HgGN4rKCOsmrnc5yo6mY5p1O1428zs7HQZHVf/gs774oZ8RePRrBPAO+64g+zsbKZNm0ZGRgbdunXj119/PW9hyKVmSJdItqfk0THKj95xZ3vurk0MZ+avBwBnrb6k2Mrzmi623Molp3w432CzcuoCPuQBZi87yFMHnavGfUfe3mCh1eTo488wY8l+boqPYmgdji/+cyMt3n0LgJ8fncaIu25ybYAe4mds2C8uIeUllS7ktfH7F4sZpCjsj0mk15RHGzQu4XlnEkDlIhLA7T+tos/pdMp0Btred2ftJ1wkL39f1g8YwdGcYg5kFdUpATx66910ycsiJbgFsb/9KMlfE9OsE0CA8ePHX/JDvn9l0Gp45ebz51i2i/Dl2RsSWXkgiwkD2qJtoAUblyw/Pw7FdyRV8aLIXP+9Tw9nFXH0SDp9k3c677jllgYOsGptwp09l4cyC+t0/KsndHhfM5YuxZnc8KYH61teYm5Y9BmTvvmEvUdvgwEf1vm8IrONadZYXntoHrMHxJDY3P/OmqD9va5kE34ExyVe8HPkfe8sL3Sse1/a+/k2VGg1ahvuy9GcYg5mFnFFm5qHPFbvSeOww0Q7jY6Cf39FzAXMgxWNW7NPAJubh65M4KErEzwdRuMQHc3MafNZti+LlyxVrxSsyW97Mkg6uce5yjA+3lm82Q3aRThXrOUdTaasqAQvU/Vzy1buz2LBtjRUvW5mwQOX4eOGrb2aCpMGQkvy0GZl1eu8hVtPUmS2EdYqmstvunS3JRPV23ftUD43defRCxzaVxSFkPWrAdBcf31DhlajJPLx27EUrf0g9J9Y7XGFZVae/Wkfadc+QP74iUwaLK/jpki+mopmzWRwFrYtsdS/B3DZ3kzyvP04PnAouHGxU5S/Fz98/Qx/zr2b5MUrqj0u/8hxpi3YBMB9l8fRJz7YXSE2CZoIZ4+HPi+3zucoZjN/fvMbAHdfFiu7GjRRXjrn+0aZtf5fHAH2pxdwWm2gTKsndqR7Rg4AeiXvZuav75D03/k1HvfGkn2k5ZfRMsjIwyPrvjpaXFpcngB+/vnnXH755URFRXHixAkA5syZw48//ujqSwtRqzN1+orN9XsjL7XY2ZWaz/aodui+WQBvvOGK8KqkUqmwhTnnqeavWlv1QQ4HOUNu4fO3H2CQ+SRPD3LtCsOmyFCeAHrnn67lyLMOf/gF7739MB/+OINbe178DhGicfKzlhGdn4kmu369w2dsPH6asSNe5NG5yzAkumfkACD6xgEAtE7eR35uQZXH7F6wiBufGE3CqRRev7VznWqZikuTSxPA999/n0mTJjF48GDy8vKw250fsgEBAcyZM8eVlxaidg4Hzzw4kC3vjELJzq7XqXvS8rE7FGcR2YsshHohSns4d9kxbN5Y5eO7X3yThAPbCS0+zeN39KvosRB159PCWd7EVJhX53PsnzlrEGo6tMfPS+qMNVW9f/6ctR/czzVfvXtB52887uxV7t7GvSV0gru0J9svBIPdxpFF5+84UlpQjO8T47gsZTevnVhOv4SaapOKS51LE8C5c+cyb948pk6diuacPSSTkpLYtWuXKy8tRO3UanzycwkuLcBSz3pe21PyaJGfxQ2qU3hikM/nWmfB6/idG1DKKm+tlXvwKK3edO5b+ufYJ+l42YVUsRO+0c4P54DiPKx2Ry1Hgzk1jdZb/wAg8KH7XRqb8CyV0bmCVl12/rZ2tVEUhR0H0gDoFefm+qoqFamdnbuNFP+2/LyHNz/4FLFZyZwyBdL+s/fcG5twO5cmgMeOHaN79+7n3W8wGCgurnpjcyHcya53lvqw1TMB3HEyn9t2LePlqXfCo+4v89F+6AAyTcGYzCWkffdTxf2Kw0HabXdjMpewL7YDV8x+0e2xNRW+MeUJYFkRp/NrL/dxbO5HaBUHu2MS6Tqgj6vDEx6k8nYuvFKb658App4u4ac3R7N83sN0t+c1cGR1cJ2zVmnM74tQztkbff8vq+j7rXO1e/qrM/GLlFW/TZ1LE8C4uDi2b99+3v2//vor7du3d+WlhagTR3k9L0tJ/RLAfekFdMw84rzRoUNDh1Urby8dO/pcC0DJZ19U3L9z6ut02rmOMq0e3afz0RtkGPJCaUKCORQex/qWncnJqn0eoP77/wKQOng4Gln80aSpy3sAtWX13wnk2PrtBJUWEF2YhSE2pqFDq1W7R++lVGugVVYy+39y9gKWnM5HP/Y+tIqD7X0G0GnCWLfHJdzPpQngpEmTGDduHN988w2KorBx40amT5/Os88+y+TJk115aSHqRDnTA1iPgq42u4MTp4rplFGeAPbo4YrQamUeOQqAVquWQEYG2Ru302Gms8dv40OTaX1Vb4/E1WRoNEya+m9GjpxBmqPmjY+tJ1OJP+SsBxn591HuiE54kMbo7AHUWsz1PrdotXOaQFp8B9DXdUPthuMdGsTuvgMwa7Rs/H0TSmkpxwYOIz7jGLk+AcR986nbYxKe4dLlPWPHjsXb25vnn3+ekpISRo0aRVRUFG+//TZ33un6yudC1MZRvhuIqqzub+Qpp0vxL8glsugUikqFqmtdN2RrWJfdfj2ffTCUX1tfxrhCLe9tLWJiVFvKwiLpJ0O/DSLC34tdqfmk59fc05Py6QLigV3RiXTs5f4eYeFeGl/nrknaCxgC1m/bCkBxV898cQTwe306Az+7mROmKBZ9vInHs/OwqLWkfvQ5nWNbeCwu4V4uX989evRoRo8eTUlJCUVFRYSFybwC0Xgo5UPA1GMy99HsIjpmHgVA1a4dlO8p7G6hvgb2P/sP1m9MZv3HGwBIH/EcHz15PVqdlG5oCGdWeKfn1ZwAftfpWvaPeJG+rUPoLMO/TZ7Wx9kDqLPWvwcw8Mg+ALyTPJcAtuvXlSEFBv5v1RE2nSxk/M3P8GYHLQPvvNFjMQn3c+mnxDXXXMP3339PQEAARqMRY3m3eUFBAcOGDWPFiuqL2ArhDmVtEzlSaKdIXfe5ckezi8/O//PQ8O8ZU65PZEdKHnvTC/DRa3j1/oG0jpaCzw1l8KL5PP7lR2w+dAfcUP12cEuP5HEkoRcjRnr29SDcJLYlX3S7gfzQSFrX47TTRWbi0o8BEHFFL9fEVkdPD2pHl+gA9qTlc1W7MHr+ZW940fS5NAFctWoVFsv5G6mXlZXxv//9z5WXFqJOkt+dx/APNhBZj1p+R3OKuCLjsPOGhxNAf6OOH8dfzt60AmKDjQQY3T+nqCnz9dIRXFqAV3pqtccczynmSHYxWrWKK9pK3bTmQN22Hc8PGoefl5Zx9Tjv0PZD9C4rxKZW49Oti8viqwuVSsX1nSK4vlOER+MQnuOSBHDnzp0VP+/du5eMjIyK23a7nV9//ZUWLWSegfA8g9a5Dspsq/tOICdOlZDWdRCxV/elY3lJBU/SadR0jQnwdBhNkiEuFgBTdnq1xxQ+NoFnjuWx7+ZRUvy5mfDWO+valtZzK7ij6ac53nkACd7Q08v9BeSFOJdLEsBu3bqhUqlQqVRcc8015z3u7e3N3LlzXXFpIerFoHW+kZtttRf6PSMtr5Tj8T155MHLQPbXbdJ8W8cBEJibhaIoqFR/md9XWkqb77+gs6WMH+4f7YEIhSd4aSCgtAAvqwWb3YFWU7eCGju1AXw1eALjr25NTxfHKERtXJIAHjt2DEVRiI+PZ+PGjYSGhlY8ptfrCQsLq7QziBCeEj5tCmu/+Z53/jYauL7W4x0OhbQ854KRFgHeLo5OeFpAuwQAIgtyyC4sI8yv8u+85JclGC1lpPqG0nXYAE+EKDzAePoU299xlvspmjUKUx0TwKPZRQDEh/q4LDYh6solCWBsrHPYxOGoe6+KEJ6gzTtNdEEWviWF2B1KrQV8c4rNRGclE5eXTkRhZwhq6aZIhSfoW7XEoVLhbTOz70AyYb3aVXr81JffYgQ2dOnP8FDPrAYX7qf3PZvAlRaWYPLyr9N5ZQcPo1P5EhciCaDwPLfUiti7dy/JycnnLQgZOnSoOy4vRLXU3s55OAabBYvNUTG3pzqpp0u5cf//mLT2SzCdgPnz3RGm8BSDgZyQKMKyU8nbvB3OTQCtVoJ+/xWAkiE3eSY+4REqn7MJnLmwCEJrTwCLSi18/fYD6O1Wiu/bD8iqW+FZLk0Ajx49yi233MKuXbtQqVQoigJQMY/Gbq/fBFohGpqmIgG0YrbZa00A0/LKaH0qxXlDtjNsFlK6Xcb+Q0c5WWStdL99xUp8ivLJMfqTMHywh6ITHqHTYVOp0SoOLIV129f+5K5DJNrM2NQa/NrEuThAIWrn0q3gnnjiCeLi4sjKysJoNLJnzx7WrFlDUlISq1atcuWlhagTlbdzTpfBbqnTQpDUvBJJAJuZvS+/xT13vMqasMrDv7mffQXAivaXk9Q6tKpTRRNm1jl3EbIUFNXp+FPbdgOQGdoCtFKoXXieSxPA9evX88orrxASEoJarUatVtO/f39mzJjB448/7spLC1E35VvBGWwWzNbaE8D0U8XE55bXhJMEsFmIL5/bdzSnck/PIZuOU95+ZA28CV0dFwGIpsOsddbctBTVrQewbPdeAPKjpfdPNA4ufdey2+34+voCEBISQlpaGuBcJHLgwAFXXlqIuimvxaW3W+tUC9B2/DheNgt2nR7i5I28OUgoTwAtx05QWuYcBlYUhed6jaL3+M+Ju022z2qOLDpnAmitYwKoPnzIeV5CffYOEcJ1XNoP3alTJ3bs2EFcXBx9+vRh5syZ6PV6PvzwQ+Lj4115aSHqRAkP52hwNDnGAMrq0AOoPXEcgNIWMZiklFGzEO6r57d/T6Bd+mF2DIql601XcTCziOOnStDrdVzVQXZSaI5Wdb4CpaCIFj5+dTreN9m5BZyuQ6IrwxKizlyaAD7//PMUFzu/Hb3yyivceOONXHHFFQQHB7NgwQJXXlqIOlHGjuW2jBhOmVX0t9eeABpPJgNga9nKxZGJxkKlVmMND4f0w5T88BO0j+bA18tBacEVrUPwMch8ruZo/uB7OZCvZnZk3UpBhWc43zuMnWTqiGgcXPrONWjQoIqfW7duzf79+8nNzSUwMPD8ivpCeEj5bnBY6rAIZFmLzpy88UmmjO5HgGvDEo1I3vU3wvY/iFv0HUrGQYYu/oXUPiMIv2O2p0MTHqIrf9+oy8hBicXG150G0PpUCgOSurk2MCHqyO0zl4OCgsjIyGD8+PHuvnQlrVq1qtiu7sy/119/3aMxCc/Qln8XsdTSA1hisXHQO4QfO16NaZjUfWtOQv5+N6e8/YjIOolq8S/YVWqW9xzA4M6Rng5NeIjRYcWvrAhLYUmtx6bllfJ/fW/nxVufwS+2hRuiE6J2LksA9+zZw7vvvsuHH35IXl4eADk5OUyYMIH4+HhWrlzpqkvX2SuvvEJ6enrFv8cee8zTIQk3Uy1fzufvjWfOz2/W2gOYU+gsZO6lU2OSYb9mpV2bKGaPmkKh3huzRsfUgY+SdOOVeOlkHmhz9cznr7Pz7TuJ+XVhrcemnC4FoEWgbB8pGg+XfIr99NNPjBgxApvNBsDMmTOZN28et99+Oz179mThwoVcf33t+666mq+vLxERMoG7WSsrIz7rBAUaPam1JIDZRWXcvmMpSmQEKvPVFSuIRdOnUqnoP+HvJAUkgqIQEhrA4qsSPB2W8CCb3rkKmJLaVwGfPnCU2NNpxLbp6OKohKg7lySA//jHPxg3bhyvvvoqH330EZMmTeLxxx9n8eLF9OrVyxWXvCCvv/46r776Ki1btmTUqFFMnDgRbQ0FOs1mM2azueJ2QUEBAFarFavVWt1pF+TM8zX084rK7AYDWsBoMVNqttTY3plpp5j56zsAWGfcB7IKuM6awuv52nbBvH//ZexNK2RYt0iM2sb3/2kK7XwpsFqtFQmgo7ik1vZu8em/WL3wU/5IvwvrPY3nM7Cxc+XrWf5GXJQAHjhwgK+++gqTycRjjz3GU089xezZsxtV8vf444/To0cPgoKCWLduHc8++yzp6enMmjWr2nNmzJjByy+/fN79S5cuxWg0uiTOZcuWueR5hVPAwYNcCRitZWzetgNd2vZqjz24NYXBQLHByO/r14MsZKq3pvB6jgG2rN3n6TBq1BTaubELKC8in5+RweLFi2s8NuyQs+5tupd3rceK87ni9VxSUvvczabOJQlgYWEhfn7O2kgajQZvb2+31P2bMmUKb7zxRo3H7Nu3j8TERCZNmlRxX5cuXdDr9Tz00EPMmDEDQ/kf9l89++yzlc4rKCggJiaGgQMHVvx/G4rVamXZsmVcd9116HS6Bn1ucZathXNCtre1jMQOHRncp/qSDvYdHwOQHxnN4CFD3BJfUyGvZ/eQdnYPq9XKhnc+AZyJ4N8G17wXdPL4pwGI6XcZPWo5VpzlytfzmRG85sxlM9l/++03/P39AXA4HCxfvpzdu3dXOmbo0KENes0nn3ySe++9t8ZjqktE+/Tpg81m4/jx47Rr167KYwwGQ5XJoU6nc9mbrSufWwDlr1Gj1YwddY1trU121vEqadFSficXSF7P7iHt7Hr28iFgdVlZrW0dcioDgIBOifJ7uQCueD3L78GFCeCYMWMq3X7ooYcq3VapVNjttW+9VR+hoaGEhl7Ypuzbt29HrVYTFhbWoDGJRs7HBwBvmxmLxVbjoV4nTwBgjYl1eVhCiMbNUd4ZoC4rrfE486lc/EsLAQjpVHXnghCe4JIE0OGovTCmJ61fv54NGzZw9dVX4+vry/r165k4cSJ33XUXgYGBng5PuJOPD6f8g8lXG7CXltV4qG/GSecPsgewEM1eTnQsP7X/G5kt23NlTcftOkgLINfoR1B4kLvCE6JWzbKYmcFgYMGCBbz00kuYzWbi4uKYOHFipfl9opkwGpn40nzWZKgZp615SCA4Kw0AfRsp/yFEc3e0Zx8+MvWjW0wAD9RwXP5eZwKYFRxFkCwcE41Is0wAe/TowZ9//unpMEQjUZet4BRF4blB44jOOcnkfn3cFJkQorHSV2wFV/NUphNBUSzrN5KgVi1IdENcQtRVs0wAhThXxVZwNSSABaU2Noe3YXN4G16Pr9vm70KIpkunVtA47DhqKSeyLyiGd64YzagaKgwI4Qlu3wtYiMbm4U9msOST8QQf3lvtMdlFzgLgvl5a2f5LCEHbHRs58ubNzHp/Yo3HnSzfBi5atoETjYwkgKLZi8hMpX32cfTle1ZXpXjzNu7atpi/5R5xX2BCiMarfBWw3lLz4jHvrZtoeTqdaJOUHRGNiwwBi2bPWv5GriqtfihHu3wZ/1j6f/yROwB41E2RCSEaK5XBWQdQb7VUf5CiMHXOExgtpey+409ASkiJxqPBE8DAwEBUdVzplJub29CXF6LerAYvANQ1JICq48cBKIqKcUdIQohGTuXlTAANVjM2uwOt5vwBNVtWNkaLcwg4VGoAikamwRPAOXPmNPRTCuFSNr2zB1BTw2RufYqzCLRFikALITibAHrZLJTZHJiqSABP7TlIOJBpCiI0xN/NEQpRswZPAP+6A4gQjd2ZIWBtWfUJoCnNWQRaiWvljpCEEI2c+pwEsMhix2Q4/+O0YK8zAcwKjiRcLTUARePS4AlgfTZY9vPza+jLC1FvtvIhYE11Q8CKQmB2KgDaavaSFkI0L/byL47eNjM5Fhtw/j7xZYeOAlAQ3sKdoQlRJw2eAAYEBNQ6B1BRFJfsBSzEhSjz9SPLJ5AydTV/DpmZGCxmHKgwtpZt4IQQYPf25o/WSZzSGWlfagZ8zjtGOXYMgLJoqQEoGp8GTwBXrlzZ0E8phEutufNeRna9n8QIX+6v6oDyN/F03xBCgnzdGpsQonGyGww8dd/rpOeX8VM1FdX0J5OdP7Rq5b7AhKijBk8Ar7yypm2xhWh8tCoFAKu96p1A7B07MXL0G3hZynjL9/xhHiFE8+StcyZ+pZaqR7MW972R37yj6dBbto8UjY/L6wDm5eXx8ccfs2/fPgA6duzIfffdh7+/rIgSjUPFXsDVJIC5Kj0bozuiUkGQj96NkQkhGjMvnQaNw05pWdW1AH9q1Zvjvp1Y0Ku7myMTonYu3Qlk8+bNJCQkMHv2bHJzc8nNzWXWrFkkJCSwdetWV15aiDqL272Nb758hvE/zK3y8exC5zZwwT76Kmt9CSGap9lvP8qRN2/GZ+2q8x5zOBTS8py7hMg2cKIxcmkP4MSJExk6dCjz5s1Dq3VeymazMXbsWCZMmMCaNWtceXkh6sSrrJQ+J/egqya30348j7u2HeVY32vcG5gQolFzlH+uKXnnV7/IPnKCXke2khLcggg/L3eHJkStXJoAbt68uVLyB6DVapk8eTJJSUmuvLQQdWbzca7eM5UWV/l41Adv84+0FKZ37+LOsIQQjZzZ6FwUpuTnnfdY0eKlfPnN82yP64JWc697AxOiDlw6nuXn50dycvJ596ekpODrK6spReNg93UmgL5lRec/aLNhzEgDQBUnNQCFEGdZfJyfY6r883sAyw4eBiA/ItqtMQlRVy5NAO+44w7uv/9+vvnmG1JSUkhJSWHBggWMHTuWkSNHuvLSQtSZ3eRMAP3KinA4lMoPnjyJ2mHHrNHi3Ur2ARZCnGU1lSeABfnnPaYcdZaPku0jRWPl0iHgt956C5VKxT333IPNZgNAp9PxyCOP8Prrr7vy0kLUmaM8AfSxlmE2mzF4nzNfp7wGYKpfGBGBRk+EJ4RopOy+ZxLA83sA9akpzh+kBqBopFyaAOr1et5++21mzJjBkSNHAEhISMBoNFJaWurKSwtRZ4rpbAV/66nTGKIjzz5YngCe9A8nwl8mcgshzlL8nOXM1FX0APqnOxNAr7at3RqTEHXllpoWRqORzp0707lzZzQaDbNmzSIuTrbUEo2DWqsh2xhAlk8g1oLCyg+WJ4ApAeFESgIohDhHSVwCq+J6ktIiofIDdjvBuZkA+Hds44HIhKidS3oAzWYzL730EsuWLUOv1zN58mSGDRvG/PnzmTp1KhqNhokTJ7ri0kLUm1oF/SZ8idWusL5F5Xl+9iNH0eDsARwipRyEEOc4NeAGni+OZUD7cG4+537riWR0DjsWtZaIdrJ4TDROLkkAp02bxr/+9S8GDBjAunXruO222/j73//On3/+yaxZs7jtttvQaDSuuLQQF0SvUWO127HYKu8GkjbtHzyp6sKpwDAme+s8FJ0QojEyGZwfoUVma6X7MzAw9/rHCbKWMNlf5g6LxsklCeB3333Hv//9b4YOHcru3bvp0qULNpuNHTt2oFKpXHFJIS6KTqMGzk8AT2h82RjTifhQH3ntCiEqMRmcHRlFJZW3gkt26Pm260DiQ32Yopb3DdE4uSQBPHnyJD179gSgU6dOGAwGJk6cKB+gotF6cO0CkvZvwBA3GR4aU3H/sRxnbcD4EJ/qThVCNFOhqcfZPfs2rDoDTDhdcf/RHGdR+bhged8QjZdLFoHY7Xb0en3Fba1Wi8lkcsWlqjR9+nT69euH0WgkICCgymOSk5MZMmQIRqORsLAwnn766YpSNaL5iT2dRu+Te9EcP3b2zsOHiXvrVYbuXU18qPtev0KIS4NXcAAmSyl+JQXgODt6YF+5kr4ndtDBy1rD2UJ4lkt6ABVF4d5778VgMABQVlbGww8/jI9P5W9D33//vSsuj8Vi4bbbbqNv3758/PHH5z1ut9sZMmQIERERrFu3jvT0dO655x50Oh2vvfaaS2ISjVup0ZngqfLyzt65eTP9v/8EfXQHToQ95pnAhBCNlrFFBAAaxYFy6hSq0FAA+n0ym3sP72Rdx7lAPw9GKET1XJIAjhkzptLtu+66yxWXqdbLL78MwKefflrl40uXLmXv3r38/vvvhIeH061bN1599VWeeeYZXnrppUq9l6J5KDaV1/PKySGzoIxHv9zKTT8v417gREAUPWMDPRqfEKLxCfQzkudlIqCsiKKUNHzLE8DQ9BMA+HXt6MnwhKiRSxLA+fPnu+JpG8z69evp3Lkz4eHhFfcNGjSIRx55hD179tC9e/cqzzObzZjN5orbBeXV361WK1Zrw3b1n3m+hn5eUdmZ9i3wDwZAnZ3Jv9cdY8uJ04xMcb6Jn46KIdpfL7+LiyCvZ/eQdnaPM+2rxkGuTwABZUXknziJV+cOlGZkE1jsLAwd2r2D/C4ugitfz/J7cfFOII1VRkZGpeQPqLidkZFR7XkzZsyo6F0819KlSzEaXbPUf9myZS55XlFZutZZ48964jg/bjoCqIg9nQ6Af6sQlixZ4sHomg55PbuHtLN7LFu2jBijH5yCnStWY1XbsG7fzwggwzeYPzf/iax9vHiueD2XlJQ0+HNeai6ZBHDKlCm88cYbNR6zb98+EhMTXRbDs88+y6RJkypuFxQUEBMTw8CBA/Hz82vQa1mtVpYtW8Z1112HTif151zlTDsr0c4N2wNLisixaAAH3c3ZAAy/fwRU0yss6kZez+4h7ewe57bzlqDZkAIJJl/iBw9m0+ZDAOREtWLIkMEejvTS5srXc0EV+zc3N5dMAvjkk09y77331nhMfHzdKq5HRESwcePGSvdlZmZWPFYdg8FQsbDlXDqdzmVvtq58bnFWaVAYNpUas96bUoudYEsx2hxnAqhLTAT5HTQIeT27h7Sze+h0OpLbdGZVQRHeQWHodDose/cDYEloI7+DBuKK17P8bi6hBDA0NJTQ8gm2F6tv375Mnz6drKwswsLCAGcXs5+fHx06dGiQa4hLS3FoOO2eWsgN3aJhZzpXlDmHf4mPhwbu3RVCNB2bR9zP1ITrmdI7kT6A96EDAOg7yWeJaNwumQSwPpKTk8nNzSU5ORm73c727dsBaN26NSaTiYEDB9KhQwfuvvtuZs6cSUZGBs8//zzjxo2rsodPNH16rQa7WsPJ06UAZHTrDampkJ7u4ciEEI1ZhL9z/nB6XikWm4Ppve+kc2QXxg0f6uHIhKhZk0wAp02bxmeffVZx+8yq3pUrV3LVVVeh0WhYtGgRjzzyCH379sXHx4cxY8bwyiuveCpk4WF6rXOmdnq+MwEM8fWCqCjnPyGEqEZUeQKYn5rJ1uRIdoa0IjW2Lf/o3cXDkQlRsyaZAH766afV1gA8IzY2lsWLF7snINHo6bVq7tjxG3fsXMqvbfth6fekp0MSQlwCIr3VbHr3LkKL85izYB0AV7YNla1PRaPXJBNAIepLr1GD3UqPtAM4VGoiXnoAdt8IU6aA2iU7JgohmoC4FkFY1M4FBS3en8NIrzCu6T/Sw1EJUTtJAIUAdBo128MTAEhK3QepQFkePPecR+MSQjRuccE+LG/Rlhb7s7lt9bfcBhQP7YRsAScaO+naEAIwaNXsimjNaS/fs3cOG+axeIQQlwa1WkVar/4Vt+1qDT63DvNcQELUkSSAQgA+Bi1WjY7Pet4IgC0gEB591MNRCSEuBd0mP0KmybmdZOmDD8NfdpoSojGSIWAhAD9v55/CnMtHsTG6I/984XYio6M9HJUQ4lLQtVMs5l1bsB89iunqqzwdjhB1IgmgEICvofxPQaViXatuBLat264yQggBYGgVC61iPR2GEHUmQ8BCAL5e2ko/e+k0HoxGCCGEcC1JAIUA/LzO7gsZWV7YVQghhGiqJAEUAjCd0wMYFeDtwUiEEEII15MEUAjA75wEMMio92AkQgghhOtJAigEEGIyVPzcJty3hiOFEEKIS5+sAhYC0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","_dom_classes":[],"_figure_label":"Figure 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plot","floppy-o","save_figure"]]}},"6200323b8a834c4cb681f7f69f25b9b5":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}}}}},"cells":[{"cell_type":"markdown","source":["# Notebook Setup"],"metadata":{"id":"oTrcg7XHdRQW"}},{"cell_type":"code","source":["!!pip install ipympl"],"metadata":{"id":"K-NxX8AjdVeV","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1720634060155,"user_tz":360,"elapsed":9436,"user":{"displayName":"Curtis Johnson","userId":"08792276826441947747"}},"outputId":"86a8c2bf-28cd-4a1b-b47e-5a70cba79950"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["['Requirement already satisfied: ipympl in /usr/local/lib/python3.10/dist-packages (0.9.4)',\n"," 'Requirement already satisfied: ipython-genutils in /usr/local/lib/python3.10/dist-packages (from ipympl) (0.2.0)',\n"," 'Requirement already satisfied: ipython<9 in /usr/local/lib/python3.10/dist-packages (from ipympl) (7.34.0)',\n"," 'Requirement already satisfied: ipywidgets<9,>=7.6.0 in /usr/local/lib/python3.10/dist-packages (from ipympl) (7.7.1)',\n"," 'Requirement already satisfied: matplotlib<4,>=3.4.0 in 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(1.2.1)']"]},"metadata":{},"execution_count":82}]},{"cell_type":"code","source":["from scipy.integrate import solve_ivp\n","import numpy as np\n","import matplotlib.pyplot as plt\n","import scipy as sp\n"],"metadata":{"id":"Swti-4RcdQ7v"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# TO SHOW INTERACTIVE PLOT\n","%matplotlib widget\n","from google.colab import output\n","output.enable_custom_widget_manager()"],"metadata":{"id":"wd93PWm-dbOw"},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":["# Tutorial\n"],"metadata":{"id":"snndpXnfdoxo"}},{"cell_type":"markdown","source":["[Watch this](https://www.youtube.com/watch?v=GBBXZXmb8UE)"],"metadata":{"id":"9mGZ-jmrZUxH"}},{"cell_type":"markdown","source":["## Example 9.3 (Lavretsky) -- Delta Wing Control"],"metadata":{"id":"_lbngJlsaxsi"}},{"cell_type":"markdown","source":["A delta wing aircraft flying at a high angle of attach is open-loop unstable in roll. This is called \"wing rock\" and is induced by unsteady aerodynamic effects acting on the delta wing asymmetrically. Here's a video of this in [simulation](https://www.youtube.com/watch?v=a_5z_Z80D6E).\n","\n","Here we consider a delta wing whose roll dynamics can be controlled with the ailerons. We will use the differential aileron as the input signal.\n","\n","The generic roll dynamics are of the form:\n","\n","$$\n","\\begin{align}\n","\\dot{\\varphi} &= p\\\\\n","\\dot{p} &= \\theta_1 \\varphi + \\theta_2 p + (\\theta_3 |\\varphi| + \\theta_4 |p|)p + \\theta_5 \\varphi^3 + \\theta_6 \\delta_a\n","\\end{align}\n","$$\n","\n","where $\\varphi$ (rad) is the roll angle, $p$ is the roll rate (rad/s) and $\\delta_a$ is the aileron differential (rad). The unknown constant parameters of this model are:\n","\n","$$\n","\\begin{align}\n","\\theta_1 &= -0.018\\\\\n","\\theta_2 &= 0.015\\\\\n","\\theta_3 &= -0.062\\\\\n","\\theta_4 &= 0.009\\\\\n","\\theta_5 &= 0.021\\\\\n","\\theta_6 &= 0.75\\\\\n","\\end{align}\n","$$\n","\n","Putting everything into the proper form we get:\n","\n","$$\n","\\underbrace{\\left(\\begin{array}{l}\n","\\dot{\\varphi} \\\\\n","\\dot{p}\n","\\end{array}\\right)}_{x}=\\underbrace{\\left(\\begin{array}{cc}\n","0 & 1 \\\\\n","\\theta_{1} & \\theta_{2}\n","\\end{array}\\right)}_{A} \\underbrace{\\left(\\begin{array}{c}\n","\\varphi \\\\\n","p\n","\\end{array}\\right)}_{x}+\\underbrace{\\left(\\begin{array}{c}\n","0 \\\\\n","1\n","\\end{array}\\right)}_{B} \\underbrace{\\theta_{6}}_{\\Lambda}\\bigg(\\underbrace{\\delta_{a}}_{u}+\\underbrace{\\frac{1}{\\theta_{6}}\\left(\\left(\\theta_{3}|\\varphi|+\\theta_{4} |p|\\right) p-\\theta_{5} \\varphi^{3}\\right)}_{f(x)=\\Theta^{T} \\Phi(x)}\\bigg)\n","$$\n","\n","where\n","\n","$$\n","\\begin{aligned}\n","f(x) &=\\underbrace{\\frac{1}{\\theta_{6}}\\left(\\theta_{3} \\quad \\theta_{4} \\quad \\theta_{5}\\right)}_{\\Theta^{T}} \\underbrace{\\left(|\\varphi| p \\quad |p| p \\quad \\varphi^{3}\\right)^{T}}_{\\Phi(x)} \\\\\n","&=-0.0827|\\varphi| p+0.012|p| p+0.028 \\varphi^{3}.\n","\\end{aligned}\n","$$\n","\n","\n","### Reference Model\n","\n","The reference model can really be anything we want it to be, as long as it can be put into state space form and it is of the same order ($n$) as the plant we are trying to control.\n","\n","The transfer function of a generic 2nd order system is\n","\n","$$\n","\\frac{\\varphi_{ref}}{\\varphi_{cmd}} = \\frac{\\omega_n^2}{s^2 + 2\\zeta \\omega_n^2 s + \\omega_n^2}\n","$$\n","\n","where $\\varphi$ is the roll angle and we get to pick the desired natural frequency and damping ratio.\n","\n","Converting the transfer function above results in the reference model in state space form (I should probably make sure I can actually do this by myself):\n","\n","$$\n","\\underbrace{\\left(\\begin{array}{l}\n","\\dot{\\varphi}_{\\text {ref }} \\\\\n","\\dot{p}_{\\text {ref }}\n","\\end{array}\\right)}_{\\dot{x}_{ref}}=\\underbrace{\\left(\\begin{array}{cc}\n","0 & 1 \\\\\n","-\\omega_{n}^{2} & -2 \\xi \\omega_{n}\n","\\end{array}\\right)}_{A_{ref}} \\underbrace{\\left(\\begin{array}{c}\n","\\varphi_{\\text {ref }} \\\\\n","p_{\\text {ref }}\n","\\end{array}\\right)}_{x_{\\text {ref}}}+\\underbrace{\\left(\\begin{array}{c}\n","0 \\\\\n","\\omega_{n}^{2}\n","\\end{array}\\right)}_{B_{\\text {ref}}} \\underbrace{\\varphi_{\\text {cmd }}}_{r}\n","$$\n","\n","By using the model matching conditions ($A+B \\Lambda K_{x}^{T}=A_{ref}, \\quad B \\Lambda K_{r}^{T}=B_{ref}$) you can see that the ideal (note no hat) gains ($K_x^T$ and $K_r^T$) are:\n","\n","$$K_x^T = -\\frac{1}{\\theta_6}(\\omega_n^2 + \\theta_1 \\quad 2\\zeta \\omega_n + \\theta_2), \\quad K_r^T = \\frac{\\omega_n^2}{\\theta_6}$$\n","\n","\n","so the ideal gains are $K_x = (-1.3093 -1.8867)^T$ and $K_r = 1.3333$.\n","\n","In other words, these are the gain values which will cause the roll dynamics to track the reference model. Since we are in simulation land and already know the 'unknown constant parameters' ($\\theta_{1-6}$), we can calculate the actual numerical values for the ideal gains above for a given damping ratio and natural freqency.\n","\n","\n","\n","\n"],"metadata":{"id":"618VrTf1a6jX"}},{"cell_type":"markdown","source":["### FILL IN CODE HERE"],"metadata":{"id":"5wq8f3yqe2-u"}},{"cell_type":"code","source":["def plant_dynamics(t, plant_state, u):\n"," #todo: implement plant dynamics here\n"," pass\n","\n","def adaptation_dynamics(t, adaptation_state, u):\n"," #todo: implement adaptation dynamics here, kr, kx, theta\n"," pass\n","\n","def reference_dynamics(t, reference_state, r):\n"," #todo: implement reference dynamics here\n"," pass\n","\n","\n","def calc_control_input(plant_state, adaptation_state, r):\n"," Kx_hat = adaptation_state[:2]\n"," Kr_hat = adaptation_state[2]\n"," Theta_hat = adaptation_state[3:]\n","\n"," #todo: implement control input here\n"," pass\n","\n","def calc_Phi(state):\n"," varphi = state[0]\n"," p = state[1]\n","\n","\n"," #todo: implement Phi here\n"," pass\n","\n"," return Phi"],"metadata":{"id":"kp0IXHZuOBBW"},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":["### Simulation Code\n","\n","You shouldn't need to modify this part"],"metadata":{"id":"39J0rfcIfC52"}},{"cell_type":"code","execution_count":null,"metadata":{"id":"_xGZWQeJW_7_"},"outputs":[],"source":["def calculate_r(t):\n"," # several step commands for 5 seconds each\n"," if t < 10:\n"," return np.radians(10)\n"," elif t < 20:\n"," return np.radians(20)\n"," elif t < 30:\n"," return np.radians(-5)\n"," elif t < 40:\n"," return np.radians(-10)\n"," elif t < 50:\n"," return np.radians(10)\n"," elif t < 60:\n"," return np.radians(0)\n"," elif t < 70:\n"," return np.radians(10)\n"," elif t < 80:\n"," return np.radians(20)\n"," elif t < 90:\n"," return np.radians(-5)\n"," elif t < 100:\n"," return np.radians(-10)\n"," else:\n"," return 0.0\n","\n","def all_dynamics(t, y):\n"," plant_state = y[:2] #2 states\n"," reference_state = y[2:4] #2 states\n"," adaptation_state = y[4:] #6 states: [Kx[0], Kx[1], Kr, theta[0], theta[1], theta[2]]\n","\n"," # get desired trajectory\n"," r = calculate_r(t)\n","\n"," #calculate control input\n"," u = calc_control_input(plant_state, adaptation_state, r)\n","\n"," e = plant_state - reference_state\n","\n"," #calculate all of the dynamics\n"," plant_dot = plant_dynamics(t, plant_state, u)\n"," reference_dot = reference_dynamics(t, reference_state, r)\n"," adaptation_dot = adaptation_dynamics(t, adaptation_state, [e, plant_state, r])\n","\n"," #return all of the dynamics\n"," return np.hstack([plant_dot, reference_dot, adaptation_dot])"]},{"cell_type":"code","source":["#tuning parameters from book\n","Gamma_x = np.diag([100,100]) #learning rate for Kx_hat\n","Gamma_r = 100 #learning rate for Kr_hat\n","Gamma_th = np.diag([100,100,100]) #learning rate for Theta_hat\n","Q = np.diag([1,10]) # Vdot = -e.T @ Q @ e for lyapunov stability on tracking.\n","\n","wn = 1\n","zeta = .7\n","\n","# real parameters of the system\n","theta1 = -.018\n","theta2 = .015\n","theta3 = -.062\n","theta4 = .009\n","theta5 = .021\n","theta6 = .75\n","\n","#ideal gains for testing\n","Kx_ideal = np.array([-1.3093, -1.8867])\n","Kr_ideal = 1.3333\n","Theta_ideal = np.array([theta3, theta4, theta5]) * 1/theta6\n","\n","#state space formulation\n","A = np.array([[0,1],[theta1, theta2]])\n","B = np.array([0,1])\n","\n","# state space reference system\n","A_ref = np.array([[0,1],[-wn**2, -2*zeta*wn]])\n","B_ref = np.array([0, wn**2])\n","\n","# solution to algebraic lyapunov equation, but pass in A.T and -Q to fit scipy docs\n","P = sp.linalg.solve_continuous_lyapunov(A_ref.T, -Q)"],"metadata":{"id":"AHgaH2LIcE5G"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["tspan = np.linspace(0, 100, 1000)\n","sol = solve_ivp(all_dynamics, (tspan[0], tspan[-1]), t_eval=tspan, y0=np.zeros(10), max_step=.01 )\n","\n","time = sol.t\n","varphi_hist = sol.y[0,:]\n","p_hist = sol.y[1,:]\n","varphiref_hist = sol.y[2,:]\n","p_ref_hist = sol.y[3,:]\n","Kx_hat_hist = sol.y[4:6,:]\n","Kr_hat_hist = sol.y[6,:]\n","Theta_hat_hist = sol.y[7:,:]\n","\n","r_hist = []\n","for t in time:\n"," r_hist.append(calculate_r(t))\n","\n","r_hist = np.array(r_hist)"],"metadata":{"id":"puvTY9yCYgqL"},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":["#### Visualize"],"metadata":{"id":"v0BWRN_6eM7H"}},{"cell_type":"code","source":["#plot r, the reference system response, and the plant response together on one plot\n","fig,axs = plt.subplots(2,1, sharex=True)\n","\n","axs[0].plot(time, np.degrees(varphi_hist))\n","axs[0].plot(time, np.degrees(varphiref_hist), '--r')\n","axs[0].plot(time, np.degrees(r_hist))\n","axs[0].grid(True)\n","axs[0].legend(['roll angle', 'reference', 'command'])\n","axs[0].set_ylabel('Angle (deg)')\n","\n","axs[1].plot(time, np.degrees(p_hist))\n","axs[1].plot(time, np.degrees(p_ref_hist), '--r')\n","axs[1].grid(True)\n","axs[1].set_ylabel('Roll Rate (deg/s)')\n","axs[1].legend(['roll rate', 'reference', 'command'])"],"metadata":{"id":"-4nA_KUeeORa","colab":{"base_uri":"https://localhost:8080/","height":587,"referenced_widgets":["eab024d3fe84474fb0ac9bffafe84088","e82d7264a9214b948c9d5dd615c1f4f9","327dfeb8b63e45d5bff344d44be80950","3753b7ba557242a09f92dbc6cde091e8"]},"executionInfo":{"status":"ok","timestamp":1720634113456,"user_tz":360,"elapsed":457,"user":{"displayName":"Curtis Johnson","userId":"08792276826441947747"}},"outputId":"3b675b36-842e-4bc4-9d85-3f9c9aae179e"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["<matplotlib.legend.Legend at 0x7cc619a3bc10>"]},"metadata":{},"execution_count":89},{"output_type":"display_data","data":{"text/plain":["Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"],"image/png":"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","text/html":["\n"," 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' width=640.0/>\n"," </div>\n"," "],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"eab024d3fe84474fb0ac9bffafe84088"}},"metadata":{"application/vnd.jupyter.widget-view+json":{"colab":{"custom_widget_manager":{"url":"https://ssl.gstatic.com/colaboratory-static/widgets/colab-cdn-widget-manager/2b70e893a8ba7c0f/manager.min.js"}}}}}]},{"cell_type":"code","source":["#visualize tracking error over time between state and reference state\n","fig, axs = plt.subplots(2,1, sharex=True)\n","\n","axs[0].plot(time, np.degrees(varphi_hist - varphiref_hist))\n","axs[0].grid(True)\n","axs[0].set_ylabel('Angle Error (deg)')\n","\n","axs[1].plot(time, np.degrees(p_hist - p_ref_hist))\n","axs[1].grid(True)\n","axs[1].set_ylabel('Roll Rate Error (deg/s)')\n"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":587,"referenced_widgets":["ed606d97405a4e289ad0e9db03d34587","1b61f7c294b24b878f04c930f009813c","334eee1ed09749529c71bb505f4d52ec","d63e8ab8924b44afa419cfa7e6551996"]},"id":"wa8e1PqleBt9","executionInfo":{"status":"ok","timestamp":1720634199023,"user_tz":360,"elapsed":738,"user":{"displayName":"Curtis Johnson","userId":"08792276826441947747"}},"outputId":"e5639af2-2f4d-41aa-9aff-df9b8dfdb2bc"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["Text(0, 0.5, 'Roll Rate Error (deg/s)')"]},"metadata":{},"execution_count":90},{"output_type":"display_data","data":{"text/plain":["Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"],"image/png":"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","text/html":["\n"," 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YgQXYn/HEBfAOjOAPbPTmT9gXoqzRb1NuHKAII7a/7M5SNotq5h2Y4q7v9wEy8t3c0vJ/bmklH5JBhD+icrhBAiRoX800Sn03HNNdeE+mGFCBv/OoDexReNFncGcECOe+6qfwaw0vNzbnJcWNoTp9fyxsyxvLZ8Dy8t2c2+mhYe/mQLTxfu4L7zBnH5mAI0GtlPWwghxPHrdAD46aefHvVtL7zwws6eToiQswXMAXQHgN7VwP1y3EPADa022mwO4vRaKjwBYE6YAkAArUbh5kl9ueYnPfnv6oPM+34vxdXNzP5wE/M3lfH0ZSNCugpZCCFEbOl0ADhjxoyAy4qi4HK52h0DOlwhLI7dXxZuZ/G2St67eQIpJn20m3PCs/m9XH2LQNwZwO6p8cTrtbTaHFSY28hNiaOuxX1dTnL4AzCTQcd1p/Xi6vE9+NeKffxl4Xa+3VnN+c8t4+yB2cwY2Z3T+2WGvR1CCCFOLp1eBOJ0OtV/ixYtYsSIEXz55ZfqXsBffvklo0aNYsGCBaFo72G9+OKL9OrVi7i4OMaPH8+PP/54yNvOmzcPRVEC/sXFhS+jEyq1zVZe/GY328sb+bqoItrNOSk4guYAulwu3yrgOJ0a6JU3tKlzAQ06DSnxkQu+dVoNv5zYm8/umEj/7ESqm6z8d81Brn51Je+vPnDkBxBCCCH8hHQO4N13383cuXOZOHGiemzatGmYTCZuvvlmtm3bFsrTBXjvvfeYNWsWc+fOZfz48Tz77LNMmzaNoqIisrOzO7xPcnIyRUVF6mVvprIr23CwXv3Z4j92KY5b8BBwm82J3bPyNilOT05yHHtrWig3t6HTul8juclxUXm99M9J4rM7J7KkqIqFW8r5aF0Jj366hTP6Z9ItRRZaCSGEODohLQOze/duUlNT2x1PSUlh7969oTxVO08//TQ33XQT119/PUOGDGHu3LmYTCZef/31Q95HURRyc3PVfzk5OWFtYyiYPXvVgq8gsTh+LpcLu8sXyLXZHOrwr0aBBIOW3BR3ZrjC3EZ5g7vPIzH8eyhxei3nDc3lb5cOZ1SPVJqtDp5aUHTkOwohhBAeIQ0Ax44dy6xZs6io8A1NVlRU8Nvf/pZx48aF8lQBrFYra9asYfLkyeoxjUbD5MmTWbFixSHv19TURM+ePSkoKOCiiy5iy5YtYWtjqDRZfDtUVDdZD3NLcTSsjsD5qm02p7oLSKJRh6Io6mKPCrNFXQCSHcYFIEdLo1H4w4WnAPDJ+hKKq5uj3CIhhBAnipAOAb/++utcfPHF9OjRg4KCAgAOHDhA//79+fjjj0N5qgDV1dU4HI52GbycnBy2b9/e4X0GDhzI66+/zqmnnkpDQwN//etfOe2009iyZQv5+fkd3sdisWCx+LJuZrMZAJvNhs1m6/A+x8v7eMGPW9/sV4/O3Bby88aalrbALGqrzUFdUyvgnv9ns9nITHDP9Surb0GDO2DMStB3ib4fnJPAWQMyWbKjmucX7+DJnw+NdpM6dKjXswgt6efIkH6OjHD2szx3IQ4A+/Xrx8aNGyksLFQDr8GDBzN58uQuN79uwoQJTJgwQb182mmnMXjwYF5++WUef/zxDu8zZ84cHn300XbHFy1ahMlkCks7CwsLAy5v2K/Bm7jddaCU+fMPhuW8saLRBv5/Bg6ni8JlKwAtLmsr8+fPp7RGAbRs21dOWZkL0FBXWsz8+Xui0+ggowywBB0frythiGs/WV14KmDw61mEh/RzZEg/R0Y4+rmlpSXkj3miCXkhaEVRmDp1KlOnTg31Qx9SZmYmWq02YOgZ3MPPubm5R/UYer2ekSNHsmvXrkPeZvbs2cyaNUu9bDabKSgoYOrUqSQnJx9f4w/BZrNRWFjIlClT0Ot9q01Xf74NStyrPhNS0pk+PXxD67Fgf3UjrA6cJtBz4DDYvpXu2elMnz6WgpIG5u1YSZPLiMloBBo5//TRnDu448VF0bDGspalO6v5pCqdB84fyOZSMzVNVs4akMnonmnRbt4hX88itKSfI0P6OTLC2c/eEbxY1ukA8N133+WKK644qtseOHCA/fv3c/rpp3f2tAEMBgOjR49m8eLFal1Cp9PJ4sWLueOOO47qMRwOB5s2bWL69OmHvI3RaMRobD/5X6/Xh+1NIPixm/2WrLZYHfLm00kuRQtAglFLi9WBywW1Le45gCnx7r7vl5sCQFWTlepm97zLvjnJXarvn7h4GD99fjmbSsxc+eoq9fjcZcXccHpvHrxgcJfYPSScfyvCR/o5MqSfIyMc/SzPWwgWgbz00ksMHjyYp556qsMyLw0NDcyfP5+rrrqKUaNGUVNT09lTdmjWrFm88sor/Otf/2Lbtm3cdtttNDc3c/311wNw7bXXMnv2bPX2jz32GIsWLWLPnj2sXbuWa665hn379nHjjTeGpX2h0tTmWwTi3bdWHD+L3d2HRp2GeL07GKxsdM8LTIpzv0Ekx+nJTDQA4HK5d+koSA/PkP/xKkg3Me/6sQzPTyE7ycikAVn89NRuALz+XTG/+d8G7A4pGySEEMKt0xnApUuX8umnn/L8888ze/ZsEhISyMnJIS4ujrq6OsrLy8nMzGTmzJls3rw5bKVWLr/8cqqqqnj44YcpLy9nxIgRLFiwQD3f/v370Wh88W5dXR033XQT5eXlpKWlMXr0aL7//nuGDBkSlvaFSrPVFwC2WCUA7Cyr3b2ow6DVAAotVgeVje6Vvklxvj+Pwd2S+XZnNQADc5KI8wSLXcnIHml8csfEgGNThpQw6/0NfLi2hBaLg79eNpxEY8hnfgghhDjBhOST4MILL+TCCy+kurqa5cuXs2/fPlpbW8nMzGTkyJGMHDkyIPgKlzvuuOOQQ75LliwJuPzMM8/wzDPPhL1NoWaz+8qWtPiVhBHHx5sBNOg0aD0vUV8G0PfnMb53uhoAdoU5dUfrohHdiddruePtdSzYUs7yP1Xzkz4ZnNY3gwtH5JGZKPsJCyFELAppKiAzM7Pd3sAitCx+w3gtnm3LutoK6xOJ1dOfRp0Gz+Yf6nZv3iFggJ+PyueN7/bSZLEz8/RekW5mp0w9JZc3rh/L7A83sb+2ha+2VfDVtgqeW7yTx2cM5cLhedFuohBCiAiTsaATjM3uCwBdLrDYnV1yOPJEYfH0p0HnHgIGqGpqnwHMS41n0T2TaLE6utz8v6Nxer9MlvzmLDaXNvD97ho+XlfC9vJG7npnHT8W1/DgBUPkdSSEEDEk/OOyIqSsQRP5m2UYuFOsdm8GUKsuAvEe888AAmQkGk/I4M9Lo1E4NT+VW8/sy+d3TuTOc/oB8J8f9nPJS9/zzfZKnE7XER5FCCHEyUACwBOMLSgAlIUgneMN9gxapV0GzD8DeLLRaTXcO3Ug864fS5pJz5ZSM9fPW8WUZ5by5oq96txIIYQQJycJAE8w/kPAIKVgOsvilwEMDgCTT+IA0OusgdksvHsSN07sTaJRx+6qZh76ZAvTn/uWlXvCU7JJCCFE9IUsALTZbPTt27fDWoAidIKHgNskAOwUb38adBri9IF/DsFDwCer7OQ4HvzpEFbMPodHfjaEzEQju6uaufyfP3DPe+upMLdFu4lCCCFCLGQBoF6vp61NPijCzWoPDgCluG9nqItAtBpMhuAMYGwEgF5JcXquP703i2edyVXje6Ao8NG6EiY99Q0PfryJfTXN0W6iEEKIEAnpEPDtt9/Ok08+id0uCxPCxZuxSvIU8w3OAH68roT3Vx/A5ZLJ/EdDnQOo15BoDAz4TuY5gIeTYtLzp4uH8cntpzO6ZxoWu5P//LCfs/+6hNvfWsuGA/UhOc/WUjNz5m/jm6LKkDyeEEKIoxfST7hVq1axePFiFi1axLBhw0hISAi4/sMPPwzl6WKSzeEO7JLidDRa7GoGC6Ch1cas99fjdLnr2l00onu0mnnC8M8AJsf7/hy0GqVdRjDWnJqfyv9uncAPe2p5edlulhRV8cWmMr7YVMaEPhnccmYfzhyQdVx1KKubLFz+zxU0ttn557d7eO26MZwzKDy7BAkhhGgvpAFgamoql1xySSgfUvhxOF04nN4AUA8NbQEZwJK6VrWY8foD9RIAHgWb3VcI2n/OX6JRJwW2AUVRmNA3gwl9M9hWZuaVZXv4dEMpK/bUsGJPDQNzkrhsbAEXHeOuIm/9sJ9Gz77WLhc8/MkWTuubKbUIhRAiQkIaAL7xxhuhfDgRxL8EjHd40j8ALK1vVX8ub5D5mEfDfxGI/6rfWB3+PZzB3ZJ5+vIR/GbaQF5fXsw7P+6nqKKRxz/fypz52zhrYDa/GN2dcwbleAprH9qXm8sAeOyiU5i7ZDcH61p5aclu7pkyIBK/ihBCxLywfMpVVVVRVFQEwMCBA8nKygrHaWKO/wrg5Hh3tqrNbwi4tKHV72cJAI+G5RAZwJT42FoAcizyUuN58KdDuPOc/ny6oYT/rTnIhoMN6hZzaSY9Fw7P4xejCxjaPbldJnVvdTPbyxvRahQuHO7OHP7qrbW8tHQ3007JRa9VWH+gnu5p8UzokyGZWCGECIOQBoDNzc3ceeed/Pvf/8bpdH+warVarr32Wp5//nlMphN3F4WuwH8FcKJnEYjFLwPo3cMWoNwvGBSHZvWfA+iX9euWEhetJp0wUkx6/m9CL/5vQi92VjTywdoSPlp3kAqzhX+t2Me/VuxjQE4iF43oznlDfF8CF24pB2BCnwxSTQbOH5rLpAFZLNtRxfS/fxtwjsmDc3jhqpEyNCyEECEW0lXAs2bNYunSpXz22WfU19dTX1/PJ598wtKlS7n33ntDeaqY5B0C1msVddsy/yHgZqtv9XVdiy2yjTtB+e8FnOyX9euWEh+tJp2Q+uckcf/5g/j+/nP51w3juHB4Hkadhh0VTfxlYRHnPrOcuds0tNkcfLnZHQBOG5oLuOcZPnf5CCb0yQDcz8W4XukYdRq+2lbBLW+uabcDjhBCiM4JaQbwgw8+4H//+x9nnXWWemz69OnEx8dz2WWX8dJLL4XydDHHZnev8NBrfUWL/esAtvptC2e1O2mzOSRzcgRWvyFg/31+ZYeV46PVKJw5IIszB2RhbrOxYFM5n24o5fvd1Wyr1/DgJ1tZf6AeRYFpQ3yrftMSDLxz80+obbaSHKdDp9Wwck8N173xI0t3VHHPe+t56henYjLI3EwhhAiFkL6btrS0kJPTvpRDdnY2LS0toTxVTLI63EGJe9cKd2Dnv2drc9C+wOY2mwSAR+CfAUyJ1zMoN4nt5Y2cd0pulFt24kuO03PZ2AIuG1vAlxtLuO3t9Xyywb34Y2yvdLKT2w+zpycY1J/H98ngH1eP4qZ/r+HzjWUs3lZJzwwTaSYDZw7M4sqxPUgxhX+upsPp4tmvdrCppIFfTuzNGf1lTrMQ4sQX0iHgCRMm8MgjjwTsCNLa2sqjjz7KhAkTQnmqmGT1ywAa1SFg/wxgYAFub5kNcWjehTVGz6rV926ZwFs3jufcwdnRbNZJZ/LgbIan+16rt5/d76jud86gHP51/Ti6p8bTanOwvbyRFXtq+POX25n41Nc8v3gnTZbwvs5f+XYPz3+9iyVFVdz87zUcqJUvs0KIE19IM4DPPvss5513Hvn5+QwfPhyADRs2EBcXx8KFC0N5qpjknQdlCBgC9ssAWoIygK2B8wB3VDSSmxIXc1ucHY7/IhBwr/49vV9mNJt00rqmn5OLsobQOzuJMwccfRZtYv9Mvv3d2eyuaqLc3Mbemhb+s2IfRRWN/K1wBy8u2UWvjAS6p8ZTkG5iTK80xvfOICvp6OsSHkqr1cE/l+3xXbY5eOO7vTz8syGdfmxx4qswt/HF5v1cPLJ7hxntI3G5XOyvbaHV5qBfViI6bUhzMkIcVkgDwGHDhrFz507eeusttm/fDsCVV17J1VdfTXy8TKrvLP+adUadJwPotzK4xRY8BOzLjKzcU8MVr/zA6B5p/PfWCVJaw6PNM4RuPELdOtF5Bi383096oNcf+xcQjUahf04S/XOSOKM/XDWuB59vLOXZr3ZS7Ckrs728EYB53+8FoF92ImN7pdM700Reajx5qfH0zUw8pmHj/645QG2zlYL0eB756Snc+O/V/G/NAX47bSDxMb5TTKxzueDOdzew7kADH68vZf5dE4/pffVgXQv3vLeeVXvrAMhJNnLH2f24fGyPI9bRFCIUQhYA2mw2Bg0axOeff85NN90UqocVfry7Vui1SocZwBZL8BCwLwP42vJiXC5Yva+OTSUNnJqfGv4GnwCaPEFyohR+PqFoNQoXjejOT0/NY29NMwdqWyitb2NnZSMr99SyrdzMrsomdlU2tbtvTrKRATlJ9MpIID8tnvw0E93T4slPiycjwaB+iDudLl5fXgzATWf04ZxB2RSkx3OgtpXCbRVcODwvor+z6FpqLLDuQAMA28rM7KhoYmBuEmv21fHSkl30y07i7sn9O5yH3WZzcMO8VeyoaEKrUTBoNVSYLTz0yRZeXV7MrWf25Sd9MtBpFGqarZTWt1JS10p1kwWTQUePjHiG5qXQNysRjUa+zIvjE7JPPb1eHzD3T4SexS8DGKdrXwamxbMIJDPRSHWTBXOrLyDcU92s/ry5xCwBoEeTZ9jcW1dRnFi0GoW+WYn0zUoMOF7fYuXH4lrWHaintL6V0vpWDta1UtbQRoXZQoXZwrc7q9s9nkGnoVtKHLnJcVgdTvbWtJASr+cXo/PReApXv/jNbuZvLJMAMMYVNwYGXoVby0lPMHDd6z/SZLHz1bZKGlptzPn5sHb3fearHeyoaCIz0cBHvzqd7GQj7606wN8X72JfTQuzP9x0VG1INOoYXpDCyII0huWn0D01ntyUOFLi9egPMZxssTtYsbuGykYLw/NTGZibdOy/vDgphPRT7/bbb+fJJ5/k1VdfRaeL/Afqiy++yF/+8hfKy8sZPnw4zz//POPGjTvk7f/73//y0EMPsXfvXvr378+TTz7J9OnTI9jiY+PLAPqtAvZfBOIJBrulxLkDQE8G0OF0sb/GN3F9R0VjpJrc5XmzpLL128kl1WRg6im5TA1azW1us7GzoomdFY0cqGvhYJ07MCypa6WisQ2r3cm+mhb2+f293HpmX7X8zPRh3Xjxm918U1RJk8V+wn1xqDS34XRBrhQ677S9ngAwwaCl2eqgcGsFtc02mix29FoFm8PFu6v2c/X4HgztnqLeb82+WnVe6Z8uHqaWn7p2Qi8uGZXPWyv38dmGMnZUNKIokBpvoHuaewpDVqKRFqudXZVNbCk102Sx892uGr7bVdOufQkGLcnxepLj9CTH69SgcGVxLbXNVvV243ql86uz+3LmgCw1+93QYkOnVUg4wV7f4tiE9NldtWoVixcvZtGiRQwbNoyEhISA6z/88MNQni7Ae++9x6xZs5g7dy7jx4/n2WefZdq0aRQVFZGd3X5F5/fff8+VV17JnDlz+OlPf8rbb7/NjBkzWLt2LUOHDg1bOzvD5nCvAvZfBBJQBsYzBJyTHMemkgY1uCk3twVsI+efDYxlNoeTVk8AfaJ9kIvjkxynZ3TPNEb3TGt3ndXupMLcRllDG2UNrZQ3tFGQbgooCTSkWzK9MxMorm5m8bYKLhrRPZLN75T3Vx1g9kebcDhdzD5/ELec2Ve9bn9NCx+tKyErycjFI7vL/MajsLfJHSz9dtpAHv18KxsONrDhoHtI+LXrxvLB2oN8sr6UP36xjbdvGo+iKLRY7dz7/gZcLrhkVH67LygJRh03T+rLzZP6tjtfMLvDyc7KJtbtr2fd/jq2lzdSbm6jusmCy+UuC9ZsdVDWwbagOclGemYksG5/HT/ureXHN2rpl51IZqKBXZVNVDe5A8TMRCP9sxPpl51IYpwOlwtcuD+HEg06MhKNpCcYMBm0xOm1xOndyYl4vZZ4g5YEg444vUbmnHdRIf3US01N5ZJLLgnlQx61p59+mptuuonrr78egLlz5/LFF1/w+uuvc//997e7/XPPPcd5553Hb3/7WwAef/xxCgsLeeGFF5g7d25E2360OqoD6C0D43C61Jp2uSnu1Y/eIeDgbeFK6wMv76ps4ouNZVw+tiCmMgPNfnMmJQMoDJ5i4P4FwYMpisIFw7rxwje7+GJjWZcIAK12J212BxpFwWG343K1v02luY2HP92Mw+m+cs6X28lINPKL0fks2lLOve9voNHz9/DMVzu4Z/IAemcmsGZfLSuLa7HYnQzplsy43ukMyEnC6XJR22zF3GojMU5HVqKR7OQ4kuN0MfFh39hmp9TzPXra0FwWbqlgxR53Fm5MzzTO6J9J78wEvtxczoo9NczfVM4Fp3bjT/O3sbemhW4pcZ1eSa7TahjcLZnB3ZK5anwP9bjd4aSxzY65zYa51f1/Q6sNc6uNxjY7A3KTOL1vBjqthrKGVl79tpi3V+73zJkNPEd1k4XqJov6ux0PRcEdEOrdQWK8QateVn/2BJDxei1GvQaDVoNRr0GnwM5yhYKSBkb1kuoMoRayTz273c7ZZ5/N1KlTyc2NbBFdq9XKmjVrmD17tnpMo9EwefJkVqxY0eF9VqxYwaxZswKOTZs2jY8//jicTT0qxdXNrN1bQ0nQSG2HO4F4MoAtfjUAcz3lCLwZQO+3uZR4PQ2tNkrrW3G5XCiKgsXu4MpXfqCq0cK3O6sitkLY7slIesseRGPXEm+dRL3Gdcj5MkIEu+BUdwC4ZEcVjW02kiJUVsnmcLJmXx3f7apmW1kjuyobqTBb2u1ak27U0nd0I8MK0tVj/11zkDabkxEFqUzom8FLS3bzwIebWFJUyecb3cW5B3dLpsli40BtKw981H4O2o/FteoK68PRKO65mRpFQatR0CoKGo3idwz1mPc2+WnxPDFjKPlpJl74ehfrDtRxy6S+5KfF86f527A7XVw+poCtZWaW76pmQE4iOUlx7pXfCvTOSKCuxUp9q404nTsT5QLidFoSjVqcLnC4XOg1vvMCarCsKKB4//dc5z6moFF8P3vfGtfuq8WJQo/0eLqlxDN7+iBumLcKm8PFExcPRVEUCtJN3HpmX/6+eCePfLqFjSX1/OeH/QA8ecmppMSH53Wj02pISzCQ5ldU/VC6pcTz0E+HcMfZ/fh6eyVajUKfrAT6ZSficLoorm5mZ0UTu6qa1OlG3j5oarNT02yhptlKq9WBxbP7lMXupMVqV5MTLpd7fnqL9Xh3V9KSW1QlAWAYhCwA1Ol03HrrrWzbti1UD3nUqqurcTgc7XYhycnJUcvRBCsvL+/w9uXl5Yc8j8ViwWKxqJfNZjPgXgFts4Vu7923ftjLq8v3MilXE/C4LVb3zzoNaD1p+DarA5vNhrnF3S6NAmnx7qe1vsWKzWajyuzO+J3SLYnv99TSYnVQbW4l1aRn8dZKqhrd9129r47tpfX0y/ZNqG+zObA5nJ3+kGu22Fl3oIFTuyej12q44IXvURT4zw1jee27vfxrxX7uObcfo3qk8sDHWxjTM5XfTx/Ea9/tpcXq4I6z+rKzsolNJQ1MOyWHOJ2GlcV19M9JpG9mArurm6lstNA/O5EWq53S+jaMOg1Wh5ODdW1qDUWny4XV7kRRFDZ4VvDFaQnp8yfa8/bvydDPfTPi6J1horimhUWby7hweLewnm9fTQtv/3iAD9eVUt965P6rtSj8/uMtfHDrTwB3rbmP1h4E4PIx3fn5iDx2VzayaKsv+LtuQg/umzYApwve/GE/n24oo9FiZ1BOIhP7ZZBo1LH2QD3r9jewv64FvUZDqsk9t6zZ4qCmyaq2zekCp8MFdJCKPITi6mbufHstU4fk8MxXOwFYUlQVcJvCrRXqzz8W1x71Y4fTuQMzsdlsDM5JYMm9k8DlwqjXqq/zm0/vwZebStlZ2czLS93z/u46uy8Teqd2qb+FRIPChaf6fx660GthcE4Cg3MSgPY7fB2J0+mi1eYO/FptDtpsDlptTs//DlqtDtpsTlq813kuW+wOrA6nO6C02jlQWk7vjPiQ91dX6v9oCem417hx41i3bh09e/YM5cN2GXPmzOHRRx9td3zRokWYTIceNjpWTRUKoKWqDQoLC9XjG8rcx6sryln5fSmgo7Gljfnz51PZCqBDr3Gxa9smQMu+sirmz5/PioPu+zkaq0nUKTTZFd7/opD8BPh0nwb/DWFe+uRbzu3ufuMub4EXtmppssHPezmZ1M33hm5zwoYa97f5U9NcdJRAa7GDUQNaDby3W8P3lRp6JbqYmOvkQJ072/frN5awrsZ952cW70LBhQuFA3WtfLS+TH2st37Yh93l/ur55IIiUMDpuWzQuLA6jz9rmWEM7GcRPidLP/eP01CMhnmLN6ArWReWczRY4csDGlZWKjjxLDjQuRiU6qJXootuJkgzujDpwKBxh1sNVvjTei0bS8y8+t/55CVASTPsqtKhVVxwcAMLyjdwXhIk9FIoa1EYnu5iCHsoXOgOUPKAW3t7W9EINe6/w/FaGN8bUK8LnEpic0Kbwx0AulzgxBMMutxtO9TPzTaFN3dp2FhiZmOJ+0u1XuPC5vmbzo13kZ/gYlOtQmYcjMt2UtGi0GyHnokuFAWq2xRMOkjSu7A78bwfuB+jzQFaT4bP6WmXywX4v2V42uLClxV04fe/3/V4bpMdD6c4i5k/v/iwz+P/FcAnTg2VrQpjspz0aS1i/vyiw94nVhg9/9rRev4ZgYFAyQbml2wI6blle9oQB4C/+tWvuPfeezl48CCjR49utwjk1FNPDeXpVJmZmWi1WioqKgKOV1RUHHI4Ojc395huDzB79uyAYWOz2UxBQQFTp04lOTm5E79BoMy9tby7ZzWVrQpTpkxRC+eWLC+GvTvp2SOfqWf3Zc6Gb3EoWqZPn8bWMjOs/4EUUxxnnjaUN3asQRefyPTpp7N2/nY4sJ/hg/rQvLuWzaVm+g4dw7mDs/nvv9YANfTJNLGnuoWGuBymTx8FwG1vraPR5v4W/tlBPXf8/HTy0+KxOZxc+8ZqVu+rB2B0j1ReuHI4mYm+P+WdlU1c9I8VnHdKDk9feipP/nUZ0MbeJoXe2hzAXYLDG/x5ueg4kPMGf9lJRiobLeCCvJQ4qposWB0Qr9eQlWRkf20r8XoN3VLisdgdGLQa8tPiidNrURTQKO6aWy5cGHQashMNdGveFdDPIvRsNhuFhYUnTT/3LW9k0Ysr2G7WcsY5k0M6h9TlcvG/tSU89eUOdZu7Sf0zuGZ8Dyb1z0R7mLpvNpuNT/YtZmOtQkVCH26cPoi/LtoJFHPOoBx+ceEI9bY/C1mLO6/7yv384XP3aM2oHqm8/cuxfLKhlNpmG1eMze9yi7SO9fV8ZQTadDIK5/uGdwQvloX0r+qKK64A4K677lKPKYqizjdzOI53DsDhGQwGRo8ezeLFi5kxYwYATqeTxYsXc8cdd3R4nwkTJrB48WLuvvtu9VhhYeFh9yw2Go0Yje2/r+j1+pC+OPvnuksG1FoAjVZ9bIfnG3GcXktivLsdFrsTnU6nZsBMBi3pid45gA70ej31nsUg2cnxdE+LZ3OpmYomG3q9nu3l7kK515/em4c+2cLaffVotDoaWm0s2eEO0rKSjFQ1WvjbV7t44apRPPv1dlbvq8eo06DTKKzZX8/FL63k7EFZXD62ByMKUvlicwU2h4vPNpYze/oQ6lp86fZvitrXX5s8OJuvtrlnID992XBqmqx8U1TJTWf0oX9OIp9vLGNIt2TO6J/J2v112B0uxvVOx9xqp7KxjV6ZCei1GjXoO9p5jDabjfnzd4X8ORQdO1n6+ZT8NPpmJbC7qpmlu2q4eGR+SB63ttnKrPfXq8Ofw/NTeOinQxjTK/0I9/QZn+1iYy18sqGM+84fwicb3Bm8i0fld9m+/7/T+mB1uhek/XbaIOKMBi4f1yvazTqik+X13NWFo5/leQtxAFhcfPhUeDjNmjWL6667jjFjxjBu3DieffZZmpub1VXB1157Ld27d2fOnDkA/PrXv+bMM8/kb3/7GxdccAHvvvsuq1ev5p///GfUfgevjAR3cOdCobHNjinOfdk7j81/EQjgmXTrDq5NBp06ubjBMyenxrMIJD3BQF6qe0u+0oZWqhrdK7wUBWaM7M5TC4potNjZWmpm/cF67E4Xp+Ql89dLhzP979+6g7C8XfxjyW4Anr5sBIO6JXHTv1ezp6qZd348wJ6qZt67ZQL7a33DQ4u3VbSbqA7u1XKr99WRYNDy1C+Gs73cjILChL4ZANw0qY9621v9SlaM7un7MEwx6QO29vJukSdEOHlXA//96118tqEsJAHgxoP13PaftZTUt2LUabh36gBuOL33Me8POzjVRU6SkYpGCw9+vJlycxtpJj3nDm5fDqur0GqUoyp9IoQInZAGgNGc+3f55ZdTVVXFww8/THl5OSNGjGDBggXqQo/9+/ej0fjeSE877TTefvttHnzwQR544AH69+/Pxx9/3CVqAGo1CiaDlhargyaLXZ1+q+4E4lcIGtzFoL3bwJkMWjUAbLU5sNqd1DT7AsDu3gCwvo1tZe4UeO+MBJLi9IzplcY3RVWsLK7hy83uxTAXj+zO4G7JXDIqn/+tOchTC9xzVy4fU8AFp7onv396x0TmzN/GWyv3s7XM7N7gvMZXa3DpjvYZv7yUOF65dgwvLd3NxH6ZpCcYOK2vrPISJ44LR3Tn71/v4uvtlWwvNzMo9/ingby3aj8PfbIFq91JrwwTc/9v9HE/nlaBS0Z15x9L9/CBZ/HHjJHd5cuRECJASGpf/OpXv6Kpybfn5jvvvENzsy8AqK+vj8gOG3fccQf79u3DYrGwcuVKxo8fr163ZMkS5s2bF3D7Sy+9lKKiIiwWC5s3b+5Su4B457w0+dWqU8vA6DTotRp1LlCb3bfE3mTUBazYNbfZqG12r/LNTDT6MoD1reqOIN6tgMb3cWfe/rv6IGv21aEo8DPPdle/nz6Yod3dH0hn9M/kkQt9NawSjToe/tkQdBp3xrKsoU0NOgGW7XQPZw3p5vtA65OVSFqCgQemD2bSgKxO9JQQ0dEvO5ELhrm/BP35y+24OirAdwRtNgf3f7CR+z7YhNXuZPLgHD69c2KngkmAmaf1ICvJPXKQEq/nZr9suhBCQIgCwJdffjlgRc0tt9wSsMDCYrGwcOHCUJwqZiQa3d/WAwJAvwwggFHnq6HnrQNo0mvRahSSjN5SMDZ125+AIeD6VorKAwPAif3cGbgiT2B4Wt8Mcjw1BdMSDHx6+0TWPjSFf98wTt0ay8uo06pFpMsa2gK2GrJ6ClSP653O6J5pGLQa7pkyoDPdI0SXcM+UARi0GpYUVfHf1QeP6b4Halv4xdzveXfVARTFvaPEP/9vNMkhqCuYZjLw8e2n8+AFg/n0jtPplhLf6ccUQpxcQjIEHPzN93i+CYtAvgygb+6cN5AyeAK/OL17mLjN5jcH0BM4JsfrabTYKalvVbeQS08woNO6s4YV5ja2lLqHgAfmuAPAU/KSGdY9hU0l7vp4v5yo1nsAQKNRSD9McdGMBAMH61opa2jtsOhnrwwTv5k2kMY2m3wgiZNCv+xE7p7Sn6cWFPH7jzeRlWzk7IGHn2vncrn4dEMpD3+yhYZWG+kJBv5+xUgm9g/tFIjuqfHceIZk/oQQHetaa+uFSg0A29pnAPWeIC7OLwPYrC4C8QWAJfWtFFc1qY8Xp9di0GrU+YVbPXMAB3gygIqi8PyVI3lywXbG904/4gdZMG/l+d2VHe813DsrkUSjrsuVdBCiM26d1JctJWa+2FTGjf9azW1n9uX2s/t1uJ9uUXkjTy7Yztfb3Sveh+en8I9rRqtzc4UQIlLkk7iLSuhgDqAlaAjYtx+wg1bPEHCCZ2g2xbMbSHG1OxjzZu40GoX+OUlsOFCvPlZPv71Pe2Um8NI1o4+rzd5z7Kx0DyFnJhqoabaqhVV7ZyQc6q5CnLA0GoVnLh+BUa/hw7UlvPDNLt78YR/Th3VjWPcU4vQaSupa+XZnNT/ude9godcq3HlOf249s6+a0RdCiEgKWQD48MMPq7thWK1W/vjHP5KS4q5nJxW3j513DmCjfwbQMwSs93xgGL0BoN2pZgC9WQfvSuA9ngAwI9E3dDswJ1ENAAd3SzrmMhOHkm5yn2NXpTvrmJloVPchBuieJlkOcXIy6DT87dLhTB2SwxNfbONgXSvv/Lifd4Jupyhw3im53Dt1AP2yk6LSViGEgBAFgJMmTaKoyLe1zWmnncaePXva3UYcPe8iC//6ef51AAG1FqDFs48i+GcA3QGgNwOY4Td376yB2bzvmbB+1jEO8x5OuifI3O0Zds5INPDQT4fw+OdbuXFi78PuYCDEiU5RFM4b2o0pQ3L5dmcV3+2qZldlEzaHi+wkI0O7p3D+sFyZ/yqE6BJCEgAuWbIkFA8j/HiDuza/ANDqCQC9q3/jdH4ZQM9QsTcD6F1JeLDOXZDZf/HGuYOzmTw4G7vTxQ1BCz06w5sB9C46STMZuP60XpySl8yoHmkhO48QXZlWo3DWwOyQfrkSQohQkzmAXZS3aKt35S/41QH0loHxCxK9mUJT0BCwV4bfPr1GnZZXrxsb8janBa0QzkgwoNEo/MRTX1AIIYQQXYPMPu6i1AygXwBoDV4E4gkSLTaHmgH0Dh37b48GkOup5xdOGUEBYHpC+32ThRBCCBF9EgB2Uf4rfL2sQYtAfMPE/nsBd5wBzIlAABicAUxPPHTNQCGEEEJEjwSAXZRvlw+/IeDgOoB+QaI3AEzwrB4Onmiekxz+bFxwBjASWUchhBBCHDsJALsodYWv/TCLQNQyML4AMF7vHgLODyq54t2mLZyS4/Tq8DREJugUQgghxLELeQD47bffcs011zBhwgRKSkoAePPNN1m+fHmoT3VS8y4CCcgA2gPLwBjVMjBOdS9gbwYweMg3Etk4jUYJqPUXiWFnIYQQQhy7kAaAH3zwAdOmTSM+Pp5169ZhsVgAaGho4E9/+lMoT3XSU7d5C8gAulcBG4LKwLT6rQL2loHRahQ1Uzi4WzKKEpkafP5zFjMTJQMohBBCdEUhDQCfeOIJ5s6dyyuvvIJe71uEcPrpp7N27dpQnuqk593lw+KXAbR6gsHgDGB9q03dbs1bCBrgszsnctbALB66YHAkmgzAL0bnAzCuV7oUfhZCCCG6qJDWASwqKupwx4+UlBTq6+tDeaqTnv8KXy9vgeXgMjC1ftutxet9G9APyEli3vXjwt5WfzdN6kOvjASmD+sW0fMKIYQQ4uiFNAOYm5vLrl272h1fvnw5ffr0CeWpTnq+XT7aLwIxBC0CqWtxB4Dxei2aKGfdkuP0XDI6Xx2KFkIIIUTXE9IA8KabbuLXv/41K1euRFEUSktLeeutt/jNb37DbbfdFspTnfT8F3gAOJwuHM7AnUC8WcLaZncAaJKgSwghhBBHIaRDwPfffz9Op5Nzzz2XlpYWJk2ahNFo5De/+Q133nlnKE910vPtBOLOAHprAEL7DKAaABolABRCCCHEkYU0AFQUhd///vf89re/ZdeuXTQ1NTFkyBASExNDeZqYEOdXBsblcqnDv+BfCNodCNo9mUGTXrZ2FkIIIcSRhSViMBgMDBkyJBwPHTO8wR2Axe5UawAC6DWBi0C8ZN6dEEIIIY5GpwPAn//850d92w8//LCzp+tQbW0td955J5999hkajYZLLrmE55577rCZx7POOoulS5cGHLvllluYO3duWNp4rIx+wZ3F5lQzgHqtoi70MOoDp3AmxUkGUAghhBBH1umIISUlJRTt6JSrr76asrIyCgsLsdlsXH/99dx88828/fbbh73fTTfdxGOPPaZeNplM4W7qUdNrFRRcuFBoszuw2QMXgEBgkAgSAAohhBDi6HQ6YnjjjTdC0Y7jtm3bNhYsWMCqVasYM2YMAM8//zzTp0/nr3/9K3l5eYe8r8lkIjc3N1JNPSaKoqDXgNXp3l3DFrQLCPgWgXglGfUIIYQQQhxJyPcCjrQVK1aQmpqqBn8AkydPRqPRsHLlysPe96233iIzM5OhQ4cye/ZsWlpawt3cY+Id4bXYnViD9gGG9nP+JAMohBBCiKMR0ohh5MiRHe45qygKcXFx9OvXj5kzZ3L22WeH7Jzl5eVkZ2cHHNPpdKSnp1NeXn7I+1111VX07NmTvLw8Nm7cyH333UdRUdFh5ylaLBZ1f2MAs9kMgM1mw2azdfI3CWSz2dQAsKnVom71ptco6rnig9Z8mPSakLfjZOftL+m38JJ+jgzp58iQfo6McPazPHchDgDPO+88XnrpJYYNG8a4ce4tyFatWsXGjRuZOXMmW7duZfLkyXz44YdcdNFFh32s+++/nyeffPKwt9m2bdtxt/Xmm29Wfx42bBjdunXj3HPPZffu3fTt27fD+8yZM4dHH3203fFFixaFZf6gQeOO8JZ8+53niA6bpZX58+cD4HKBRtHidLmD7gPFO5g/vyjk7YgFhYWF0W5CTJB+jgzp58iQfo6McPRzVxvxi4aQBoDV1dXce++9PPTQQwHHn3jiCfbt28eiRYt45JFHePzxx48YAN57773MnDnzsLfp06cPubm5VFZWBhy32+3U1tYe0/y+8ePHA7Br165DBoCzZ89m1qxZ6mWz2UxBQQFTp04lOTn5qM91NGw2G09t+BqAEWPGodMosGUNqcmJTJ9+unq7xzctocZTCHrcyFOZPqp7SNtxsrPZbBQWFjJlyhT0eplDGS7Sz5Eh/RwZ0s+REc5+9o7gxbKQBoDvv/8+a9asaXf8iiuuYPTo0bzyyitceeWVPP3000d8rKysLLKyso54uwkTJlBfX8+aNWsYPXo0AF9//TVOp1MN6o7G+vXrAejWrdshb2M0GjEaje2O6/X6sLwJeIeA7U4Fjaf2n1GvDThXWoJBDQDTEuLkzeg4hes5FIGknyND+jkypJ8jIxz9LM9biBeBxMXF8f3337c7/v333xMXFweA0+lUfw6FwYMHc95553HTTTfx448/8t1333HHHXdwxRVXqCuAS0pKGDRoED/++CMAu3fv5vHHH2fNmjXs3buXTz/9lGuvvZZJkyZx6qmnhqxtnaXXuCf+tR1iEQhAarzvRZyXGrp+FUIIIcTJK6QZwDvvvJNbb72VNWvWMHbsWMA9B/DVV1/lgQceAGDhwoWMGDEilKflrbfe4o477uDcc89VC0H//e9/V6+32WwUFRWpY/4Gg4GvvvqKZ599lubmZgoKCrjkkkt48MEHQ9quzvJmANtsDrSexTXBAaD/SuD8tK5Tx1AIIYQQXVdIA8AHH3yQ3r1788ILL/Dmm28CMHDgQF555RWuuuoqAG699VZuu+22UJ6W9PT0wxZ97tWrFy7vMlqgoKCg3S4gXZFaBsbmUPf/NeoCA8CMBIP6c5pJUtpCCCGEOLKQF467+uqrufrqqw95fXx8fKhPedLyZQCdGHXtdwIBmDVlIIu3VzKuV3qHJXiEEEIIIYKFpXKw1WqlsrISp9MZcLxHjx7hON1Jy38I2DvUawgKAHtkmPju/nOID9oVRAghhBDiUEIaAO7cuZMbbrih3UIQl8uFoig4HI5Qnu6kpwaAdodvEYiu/bqd5DgZ+hVCCCHE0QtpADhz5kx0Oh2ff/453bp1kyHJTvIfArY5vKuApU+FEEII0TkhDQDXr1/PmjVrGDRoUCgfNmZ5y8C02hxqABi8CEQIIYQQ4liFNJoYMmQI1dXVoXzImGbwmwN4qDqAQgghhBDHKqTRxJNPPsnvfvc7lixZQk1NDWazOeCfODa+MjBOLA4JAIUQQggRGiEdAp48eTIA5557bsBxWQRyfPQdZABlCFgIIYQQnRXSAPCbb74J5cPFvI5WARskABRCCCFEJ4U0ADzzzDMPed3mzZtDeaqY4L8K2KJmAKXenxBCCCE6J6zppMbGRv75z38ybtw4hg8fHs5TnZQ6WgQiGUAhhBBCdFZYoolly5Zx3XXX0a1bN/76179yzjnn8MMPP4TjVCc1bxmYNpsDi909f1LmAAohhBCis0I2BFxeXs68efN47bXXMJvNXHbZZVgsFj7++GOGDBkSqtPEFP8hYMkACiGEECJUQhJN/OxnP2PgwIFs3LiRZ599ltLSUp5//vlQPHRMU8vA2B1+cwAlABRCCCFE54QkA/jll19y1113cdttt9G/f/9QPKSg4wygBIBCCCGE6KyQRBPLly+nsbGR0aNHM378eF544QXZESQE/OsAyipgIYQQQoRKSALAn/zkJ7zyyiuUlZVxyy238O6775KXl4fT6aSwsJDGxsZQnCbmeANAu9NFs9UOyBxAIYQQQnReSKOJhIQEbrjhBpYvX86mTZu49957+fOf/0x2djYXXnhhKE8VEwx+yT5zqw2QIWAhhBBCdF7YoomBAwfy1FNPcfDgQd55551wneakplNAUdw/m1vdGUAZAhZCCCFEZ4U9naTVapkxYwaffvppuE910lEUX8bP6pAyMEIIIYQIDYkmuri4oIyfDAELIYQQorNOimjij3/8I6eddhomk4nU1NSjuo/L5eLhhx+mW7duxMfHM3nyZHbu3Bnehh4Hoz7wKZIMoBBCCCE666SIJqxWK5deeim33XbbUd/nqaee4u9//ztz585l5cqVJCQkMG3aNNra2sLY0mMXnAGM18scQCGEEEJ0Tsi2goumRx99FIB58+Yd1e1dLhfPPvssDz74IBdddBEA//73v8nJyeHjjz/miiuuCFdTj1lcUAbQZJQAUAghhBCdc1JkAI9VcXEx5eXlTJ48WT2WkpLC+PHjWbFiRRRb1l68Xy0YnUbBoI3Jp0wIIYQQIXRSZACPVXl5OQA5OTkBx3NyctTrOmKxWLBYLOpls9kMgM1mw2azhbSN3sdL8MsAmgxa7HZ7SM8T67z9HOrnTwSSfo4M6efIkH6OjHD2szx3XTgAvP/++3nyyScPe5tt27YxaNCgCLUI5syZow43+1u0aBEmkyks52yur8GbqNU4bcyfPz8s54l1hYWF0W5CTJB+jgzp58iQfo6McPRzS0tLyB/zRNNlA8B7772XmTNnHvY2ffr0Oa7Hzs3NBaCiooJu3bqpxysqKhgxYsQh7zd79mxmzZqlXjabzRQUFDB16lSSk5OPqy2HYrPZKCwspG/P7qyvLQMgPTmR6dNPD+l5Yp23n6dMmYJer492c05a0s+RIf0cGdLPkRHOfvaO4MWyLhsAZmVlkZWVFZbH7t27N7m5uSxevFgN+MxmMytXrjzsSmKj0YjRaGx3XK/Xh+1NIDneoP6cGKeTN5swCedzKHyknyND+jkypJ8jIxz9LM/bSbIIZP/+/axfv579+/fjcDhYv34969evp6mpSb3NoEGD+OijjwBQFIW7776bJ554gk8//ZRNmzZx7bXXkpeXx4wZM6L0W3QsyeiL0U0GWQEshBBCiM7rshnAY/Hwww/zr3/9S708cuRIAL755hvOOussAIqKimhoaFBv87vf/Y7m5mZuvvlm6uvrmThxIgsWLCAuLi6ibT+SxDjfU5RgOCmeLiGEEEJE2UkRUcybN++INQBdLlfAZUVReOyxx3jsscfC2LLOS/TLACYYT4qnSwghhBBRdlIMAZ/M0k2+eQp5qfFRbIkQQgghThYSAHZxfbMT1J+7p0kAKIQQQojOkwCwiytI89UXTJRt4IQQQggRAhIAdnFajcKV4wronZnA5ME5R76DEEIIIcQRyKqCE8Ccn5+Ky+VCUZRoN0UIIYQQJwHJAJ4gJPgTQgghRKhIACiEEEIIEWMkABRCCCGEiDESAAohhBBCxBgJAIUQQgghYoysAu4E7/ZyZrM55I9ts9loaWnBbDaj1+uPfAdxXKSfI0P6OTKknyND+jkywtnP3s/t4G1iY4kEgJ3Q2NgIQEFBQZRbIoQQQohj1djYSEpKSrSbERWKK5bD305yOp2UlpaSlJQU8jItZrOZgoICDhw4QHJyckgfW/hIP0eG9HNkSD9HhvRzZISzn10uF42NjeTl5aHRxOZsOMkAdoJGoyE/Pz+s50hOTpY3mAiQfo4M6efIkH6ODOnnyAhXP8dq5s8rNsNeIYQQQogYJgGgEEIIIUSMkQCwizIajTzyyCMYjcZoN+WkJv0cGdLPkSH9HBnSz5Eh/RxesghECCGEECLGSAZQCCGEECLGSAAohBBCCBFjJAAUQgghhIgxEgAKIYQQQsQYCQCFEEIIIWKMBIBCCCGEEDFGAkAhhBBCiBgjAaAQQgghRIyRAFAIIYQQIsZIACiEEEIIEWMkABRCCCGEiDESAAohhBBCxBgJAIUQQgghYowEgEIIIYQQMUYCQCGEEEKIGCMBoBBCCCFEjJEAUAghhBAixkgAKIQQQggRYyQAFEIIIYSIMRIACiGEEELEGAkAhRBCCCFijASAQgghhBAxRgJAIYQQQogYIwGgEEIIIUSMkQBQCCGEECLG6KLdgBOZ0+mktLSUpKQkFEWJdnOEEEIIcRRcLheNjY3k5eWh0cRmLkwCwE4oLS2loKAg2s0QQgghxHE4cOAA+fn50W5GVEgA2AlJSUmA+wWUnJwc0se22WwsWrSIqVOnotfrQ/rYwkf6OTKknyND+jkypJ8jI5z9bDabKSgoUD/HY5EEgJ3gHfZNTk4OSwBoMplITk6WN5gwkn6ODOnnyJB+jgzp58iIRD/H8vSt2Bz4FkIIIYSIYRIACiGEEELEGAkAhRBCCCFijASAJ5AWq50miz3azRBCCCHECU4CwBOE1e7knL8u5Zy/LsFid0S7OUIIIYQ4gcV0APjSSy9x6qmnqqt4J0yYwJdffhntZnWoptlCubmNykYLX2+rjHZzhBBCCHEC61IBoMViiej58vPz+fOf/8yaNWtYvXo155xzDhdddBFbtmyJaDuORpvNqf5cXNMcxZYIIYQQ4kQX1QDwyy+/5LrrrqNPnz7o9Xq13s+ZZ57JH//4R0pLS8N6/p/97GdMnz6d/v37M2DAAP74xz+SmJjIDz/8ENbzHo9Wq2/Y1+IXDAohhBBCHKuoFIL+6KOPuO+++2hsbGT69Oncd9995OXlER8fT21tLZs3b+arr77i8ccfZ+bMmTz++ONkZWWFtU0Oh4P//ve/NDc3M2HChA5vY7FYArKUZrMZcBertNlsIW2P9/G8/ze1+s7bag39+WJVcD+L8JB+jgzp58iQfo6McPazPHeguFwuV6RPOmHCBB588EHOP//8w27CXFJSwvPPP09OTg733HNPWNqyadMmJkyYQFtbG4mJibz99ttMnz69w9v+4Q9/4NFHH213/O2338ZkMoWlfV5FDQr/2KoFYFKuk0t6SxZQCCGEOB4tLS1cddVVNDQ0hHwnrxNFVALArsRqtbJ//34aGhr43//+x6uvvsrSpUsZMmRIu9t2lAEsKCiguro6LFvBFRYWMmXKFPR6PYu3V3LrW+sBuHxMPk9c1L594tgF97MID+nnyJB+jgzp58gIZz+bzWYyMzNjOgDscnsBOxwONm3aRM+ePUlLSwv7+QwGA/369QNg9OjRrFq1iueee46XX3653W2NRiNGo7Hdcb1eH7Y3Ae9j25y+/QptTpe86YRYOJ9D4SP9HBnSz5Eh/RwZ4ehned66wCrgu+++m9deew1wB39nnnkmo0aNoqCggCVLlkS8PU6nM+KrkY9Gq81vEYhdhn+FEEIIcfyiHgD+73//Y/jw4QB89tlnFBcXs337du655x5+//vfh/Xcs2fPZtmyZezdu5dNmzYxe/ZslixZwtVXXx3W8x6PNv8A0CaFoIUQQghx/KI+BFxdXU1ubi4A8+fP59JLL2XAgAHccMMNPPfcc2E9d2VlJddeey1lZWWkpKRw6qmnsnDhQqZMmRLW8x6PgDIwkgEUQgghRCdEPQDMyclh69atdOvWjQULFvDSSy8B7hU6Wq02rOf2Dj2fCAKGgKUOoBBCCCE6IeoB4PXXX89ll11Gt27dUBSFyZMnA7By5UoGDRoU5dZ1Hf47gchewEIIIYTojKgHgH/4wx8YOnQoBw4c4NJLL1VX2Wq1Wu6///4ot67rsDt8AWCbZACFEEII0QlRCwCvvfZaLrroIqZNm8YvfvGLdtdfd911UWhV12V3+so1SgZQCCGEEJ0RtVXA/fr1409/+hNZWVmcf/75vPTSS5SUlESrOV2e3ek/BCwZwFCx2J0sOKCwqaQh2k0RQgghIiZqAeDDDz/MmjVr2LlzJz/72c/4+OOP6du3L6NHj+axxx5j/fr10Wpal2R3+DKAVgkAQ+bNH/bz5UEtP5+7MtpNEUIIISIm6nUA8/Pz+dWvfsXChQupqqrivvvuo6ioiHPOOYeePXtyxx13sGXLlmg3M+psfgGg/3Cw6Jyi8sZoN0EIIYSIuKgHgP6SkpK47LLLeOutt6iqquL1119Hq9WyYsWKaDct6hx+Q8AOCQBDRqtVjnwjIYQQ4iQT9VXAh6LVajn33HM599xzo92ULsHmF/TZHDIEHCo6jQSAQgghYk/UA8CRI0eiKO0/hBVFIS4ujn79+jFz5kzOPvvsKLSu63D4DQFLBjB0tBIACiGEiEFRHwI+77zz2LNnDwkJCZx99tmcffbZJCYmsnv3bsaOHUtZWRmTJ0/mk08+iXZTo8p/FbDd6cLlkiAwFLQdfPkQQgghTnZRzwBWV1dz77338tBDDwUcf+KJJ9i3bx+LFi3ikUce4fHHH+eiiy6KUiujL3jhh9MFMn2t8/wzgE6nC41kBIUQQsSAqGcA33//fa688sp2x6+44gref/99AK688kqKiooi3bQuxb8MDMg8wFDxDwClvqIQQohYEfUAMC4uju+//77d8e+//564uDgAnE6n+nOs8h8CBpkHGCr+AWCrTXZYEUIIERuiPgR85513cuutt7JmzRrGjh0LwKpVq3j11Vd54IEHAFi4cCEjRoyIYiujLzgDKLUAQ8M/kJYAUAghRKyIegD44IMP0rt3b1544QXefPNNAAYOHMgrr7zCVVddBcCtt97KbbfdFs1mRl1wwGeXIeCQsPoF1q1WCQCFEELEhqgHgABXX301V1999SGvj4+Pj2BruiYZAg4P/231JAAUQggRK6I+BxCgvr5eHfKtra0FYO3atZSUlES5ZV2HDAGHh/9iGqtkVYUQQsSIqAeAGzduZMCAATz55JP85S9/ob6+HoAPP/yQ2bNnh/Xcc+bMYezYsSQlJZGdnc2MGTO67Grj9kPAEgCGgn8A6JTaikIIIWJE1APAWbNmMXPmTHbu3Bmw0nf69OksW7YsrOdeunQpt99+Oz/88AOFhYXYbDamTp1Kc3NzWM97PIKHfIOHhMXx8R8ClmF1IYQQsSLqcwBXrVrFyy+/3O549+7dKS8vD+u5FyxYEHB53rx5ZGdns2bNGiZNmhTWcx+r4Lp/EqyEhs0vk+qUPhVCCBEjoh4AGo1GzGZzu+M7duwgKysrom1paGgAID09vcPrLRYLFotFvextt81mw2azhbQt3sdT/w8KAFstoT9nLLLafQs/LDa79GmYBL+eRXhIP0eG9HNkhLOf5bkDxRXlTWVvvPFGampqeP/990lPT2fjxo1otVpmzJjBpEmTePbZZyPSDqfTyYUXXkh9fT3Lly/v8DZ/+MMfePTRR9sdf/vttzGZTGFt34OrtTTafEWLfzPMTkFiWE8ZE17YomGn2T0T4pZBDoakSRZQCCFOdi0tLVx11VU0NDSQnJwc7eZERdQDwIaGBn7xi1+wevVqGhsbycvLo7y8nAkTJjB//nwSEhIi0o7bbruNL7/8kuXLl5Ofn9/hbTrKABYUFFBdXR3yF5DNZqOwsJApU6ag1+sZ+6dvqG/1fWP5783jGFGQGtJzxqLLXv6BdQfdmdyXrxnJOQMjm3WOFcGvZxEe0s+RIf0cGeHsZ7PZTGZmZkwHgFEfAk5JSaGwsJDly5ezceNGmpqaGDVqFJMnT45YG+644w4+//xzli1bdsjgD9zD1Uajsd1xvV4ftjcB72O3m/On0cobTwj4V/5TFI30aZiF829F+Eg/R4b0c2SEo5/leesCAaDXxIkTmThxYkTP6XK5uPPOO/noo49YsmQJvXv3juj5j4XNs+o3Tq+hzeaUMjAh4p//ljIwQgghYkVUAsC///3vR33bu+66K2ztuP3223n77bf55JNPSEpKUlcdp6SkdLndR7wZwDi9ljabU1YBh4h/P0odaCGEELEiKgHgM888E3C5qqqKlpYWUlNTAffOICaTiezs7LAGgC+99BIAZ511VsDxN954g5kzZ4btvMfK5XKp5UridFrApmYEvRpabFQ1tdEvOykKLTxx+cfRUltRCCFErIhKAFhcXKz+/Pbbb/OPf/yD1157jYEDBwJQVFTETTfdxC233BLWdkR5/ctR8w9S4vTuFauOoCHgm99czcriWv526XAuGX3oeYwikH/tPxkCFkIIESuivhPIQw89xPPPP68GfwADBw7kmWee4cEHH4xiy7oO/xqAcXot0H5ruJXF7j2Uny7cEbmGnQT8gz4ZAhZCCBEroh4AlpWVYbfb2x13OBxUVFREoUVdj/88NaMaAEq0Egr+AaDsBCKEECJWRD0APPfcc7nllltYu3atemzNmjXcdtttES0F05X5r/iN03mGgP2CFbtf6krx1YoWR8E/6+eQIWAhhBAxIuoB4Ouvv05ubi5jxoxR6+yNGzeOnJwcXn311Wg3r0vwz/apGUC/oLDZ4qtmJwHgsfHPAAYPqwshhBAnq6jXAczKymL+/Pns3LmTbdu2ATBo0CAGDBgQ5ZZ1Hd7ARKtR0GvcEZ5/BrDR4tshxGKToeFjIUPAQgghYlHUA0Cv/v37079//2g3o0vyBoA6jYLWEwD6l4FpsvjmUDZb2s+nFIfmH/NJbUUhhBCxIipDwH/+859pbW09qtuuXLmSL774Iswt6tq8c/x0GgW9tv0cwKY2vwDQ6pBM1jGQMjBCCCFiUVQCwK1bt9KjRw9+9atf8eWXX1JVVaVeZ7fb2bhxI//4xz847bTTuPzyy0lKiu3ixmoGUKtRM4D+cwAbg7J+zVbJAh4tR0AZGAkAhRBCxIaoDAH/+9//ZsOGDbzwwgtcddVVmM1mtFotRqORlpYWAEaOHMmNN97IzJkziYuLi0YzuwxvsKfTKOi8AaDfEHCb1RFw+2aLg6Q42ej6aMgiECGEELEoanMAhw8fziuvvMLLL7/Mxo0b2bdvH62trWRmZjJixAgyMzOj1bQux1sIWqdV0Gm9AaAvWLEGVTButQUGhOLQ/MspytC5EEKIWBH1RSAajYYRI0YwYsSIaDely3Koi0A0aDXtt4KzB20LZ7XLSuCjFbATiOdnm8PJ+6sPcFrfTHpnJkSraUIIIUTYRL0OoDgy73CvTusbArb5ZatsQRnA4Mvi0BwdlIF56OPN/P6jzcz+cGO0miWEEEKElQSAJwBvhk+r8Q0BO/zGLoMDPotkAI+a/8JfbzD47qoDAPywpzYaTRJCCCHCTgLAE4B3vp9eo/FbBOI/B1CGgI9XwJZ6MgdQCCFEjJAA8ATgvxOIdw6gPWAOYGDAF7woRBya7AQihBAiFkU1ALTZbOh0OjZv3hzNZnR53gBP7zcH0HGYOYCSATx6gTuBtL8+OLgWQgghTgZRDQD1ej09evTA4ZCyJYfjnwH0lYHxBSYyBHz8HEE7gbiCdgNpaLUF30UIIYQ44UV9CPj3v/89DzzwALW1kZ9wv2zZMn72s5+Rl5eHoih8/PHHEW/D0VALQWv95gA6DpMBlID6qAQHew6nq90CmroWCQCFEEKcfKJeB/CFF15g165d5OXl0bNnTxISAuuurV27Nmznbm5uZvjw4dxwww38/Oc/D9t5Osub7dNr/eYAOg8zB1AygEcleOs3h8tFS9CuKi2yrZ4QQoiTUNQDwBkzZkTt3Oeffz7nn39+1M5/tHxlYDTotR3NAZQh4OPhCM4AOlztAr5Wq2RThRBCnHyiHgA+8sgj0W5Cl+dQy8AoaL2FoB3+cwClDuDxCIr/cLhc7QK+FtlWTwghxEko6gGg15o1a9i2bRsAp5xyCiNHjoxyi9qzWCxYLBb1stlsBtyrmW220M4V8z6ezWajzfOzRgHF5Q7ubHaHehuLLTBr1Wa1h7w9J6M2S2C/2e0OzC2WgGNNrVbpyxDwfz2L8JF+jgzp58gIZz/Lc9cFAsDKykquuOIKlixZQmpqKgD19fWcffbZvPvuu2RlZUW3gX7mzJnDo48+2u74okWLMJlMYTlnYWEhG8sVQEtVZTnbLGWAltKycubPnw/A3v0a/NfzbNm2nflN28LSnqO1rkYhK85FfhfeSrfNDv5/AgdKSvjm24OAVj32w+q1OPdJfcBQKSwsjHYTYoL0c2RIP0dGOPq5paUl5I95ool6AHjnnXfS2NjIli1bGDx4MABbt27luuuu46677uKdd96Jcgt9Zs+ezaxZs9TLZrOZgoICpk6dSnJyckjPZbPZKCwsZMqUKVSsKoXiIvLz8hjRL4P39mwhPSub6dNHAbDwvQ1QXYFGcde169WnH9On9Fcf6/lvdpNo1HH9aT1D2sZDWbqjinkr1gGw8/GpETnn8WhotcGqb9TLubl5jBqdB1t9C48GDB7K9HEF0WjeScX/9azX66PdnJOW9HNkSD9HRjj72TuCF8uiHgAuWLCAr776Sg3+AIYMGcKLL77I1KldK3gwGo0YjcZ2x/V6fdjeBPR6PSjueX8GvRaj3v2UOV2o5/RO+Usw6mhss2P3u25/TQt//3o3ADNG5ZOdFBeWdvr7aEN5YPu7KK01MLPnBFACKyPZnF37dzjRhPNvRfhIP0eG9HNkhKOf5XnrAnUAnU5nh0+EXq/H6QzvYoampibWr1/P+vXrASguLmb9+vXs378/rOc9Vt5VvjqNgk7rfso62gkkweAODv1XARfXNKs/f7+rJuxtBSirb43IeTqr3Spgp6vdiurgsjDgrh/4xy+2ctGL37G7qimsbRRCCCHCIeoB4DnnnMOvf/1rSktL1WMlJSXcc889nHvuuWE99+rVqxk5cqS64GTWrFmMHDmShx9+OKznPVYdFoLuoAxMgtE9d81/VfDeal8AuK8mMnMedBrfy6orl6QJ3vvX6XIFFNgGaO1gFfCyndW88m0xGw7U84dPt4S1jUIIIUQ4RH0I+IUXXuDCCy+kV69eFBS451odOHCAoUOH8p///Ces5z7rrLPa7QbRFTk8mVCdXxkY/+LP3gxgotH9dPqXgTlY5wv66lqsYW8roG5XB9BssWPQGSJy3mPlDC4D43QFbLEHHdcBXLjFN8T9/e4aGlpspJhkOEEIIcSJI+oBYEFBAWvXruWrr75i+/btAAwePJjJkydHuWVdh83pHQI+VCFod9Bi6mAI2NzqK3USqQDQPzvZbLWTltA1A8B2Q8Au2mcAOwgA1+2v993H6WLt/jrOHpQdljYKIYQQ4RDVANBmsxEfH8/69euZMmUKU6ZMiWZzuixvsKfz2wrO5jjMELBfANho8dU6qm2OTADof/6O5tB1FcFDwA6ns10GMLgQtNXuZFdlIwBje6Wxam8dm0oaJAAUQghxQonqHEC9Xk+PHj1wOLpukNAVeDN8Oo2izgHscBGIZwjYfw5gY1vkM4D+Q9BNlq67l67zKBaBBGcA99e2YHO4SDBomXZKLgBbS6WcgBBCiBNL1BeB/P73v+eBBx6gtrY22k3pstQMoP8cQGf7OYBqAGg/RADYHJnK51a7L2hqsbh/7opzLYPnADqdgXMrAdqCMoClnhXO3dPi6ZudCECx30IbIYQQ4kQQ9TmAL7zwArt27SIvL4+ePXuSkBC4dcTatWsPcc/YYfNbBdzxHED3z95FILaADKAv6DO3RSYADM4AfrahlAc/3syLV41iYv/MiLThaDiCh4BdLnX+osmgpcXqoMUamMEsa3AHgHmp8fTJdL9W99Y043S60GgUhBBCiBNB1APAGTNmRLsJXZ66CthvDqD9KOsA+mcAmy12XC4XihLeQMX//Ba7g1+/ux6Aa15byd4/XxDWcx+LjoaAvf2aFKejxeqg1RaYESypbwOgW0o83VPj0WkULHYn5eY28lLjI9NwIYQQopOiGgDa7XYUReGGG24gPz8/mk3p0uz+haAPOwfQvQjEcogA0Oly17XzrhYOF//zW2xduA5gRwGgpy+T4vRUmC20BmcAPUPAeSlx6LQaeqSb2FPdTHF1swSAQgghThhRnQOo0+n4y1/+gt3edRcKdAV2vzIw2g4KQXszbsGLQJxOV7tCxk1t4e/r4AygrosOjbYbAvZbBJIc5+7L4P4ra3BnAL3BXi/PMLDMAxRCCHEiifoikHPOOYelS5dGuxldmt1vCLijDKA3GAxeBNLmtxjDO3ew0RI4JPzXhUWs3hvaBTgWv/Na7E41aIWutRgkuClOl68QdFKcu7Bz8Cpg7yKQbqnuPZV7ZXjmAUoAKIQQ4gQS9TmA559/Pvfffz+bNm1i9OjR7RaBXHjhhVFqWdfhGwL2ZQBtHe4EElgHsM1v+DUz0UhZQ1tABnD2h5v4dEMpn28sZclvzw5RW50Bq2stdmdAWRqrw4lRpw3JuTqrowyg/xxACMwAulwuSr2LQFLcGcAe6e7/D9RFZps9IYQQIhSiHgD+6le/AuDpp59ud52iKFIjEP8hYEXdZ9cbvLhcvmFLdScQT8DlDV4MOg3JcXp3AOiXAfx2ZxUAe2taKK1vDckcNkvQ3r/uhSe+yy0WB+/+eICaZiv3TO4f9gUph9N+JxDfXsDeDKDN4cLmcKLXajC32dWgOjfFnQEsSDcBcKC2NVLNFkIIITot6kPATqfzkP8k+HOz++0E4t1n13vMv3BxYvAQsCcAjNdrSfRktLyLQqx2J2a/bGBReWNI2moNCgCDi083tNp45NMt/H3xTraWRbeAcnAG0Om3CMQ7BxB8gXSdZyeVBIOWOL07i6kGgJIBFCKm7DbDP5bsoarREu2mCHFcoh4AiiPzBiXaDlYB+xeENhkCh4C989fi9Bo1OPRmAPfXNgcEQPtrQxPABGcAg4tP+y+W2FXZFJJzHq/g+X12p0vdd9lk0OGdutjmuV2tJ5j139s4P82dNW1ss9PQEpk6i0KI6HK5XDy/Rcszi3fx3OId0W6OEMclagHg9OnTaWhoUC//+c9/pr6+Xr1cU1PDkCFDotCyrsc7LKnX+uYAOpwu9/CvvX0G0O504XS61MUYcX4ZwCZPMejyhsBvrftqQhMABmcA61sDM4A7K32Zxu0hyjoeL+8+xVrF3Yf+GUCdVlGH1L23q21y/y7pfgGgyaAjM9F9WbKAQsSGhlY7LtzvxdH+IivE8YpaALhw4UIsFl8Q8qc//SlgOzi73U5RUVE0mtbleLN8Wr85gOAOAv0XWMQbfIsrrA4nrVb3dfF6LUlBGcCa5sAAMDh4sTmcHKhtOeZVu/4rgAHqg7JiOyt8b5Y1TRbabA7mfVfMnqrIv4m22tx9EefpNv+dQHQaRR3m9Q4BezOA/gEgQH6adx6gBIBH44c9NVw693veX30g2k2JGW02B87gvQ/FcfOWgwKolCFgcYKKWgAYHFh0pfIgXY03KNFrFbRaJeC4dwWwQavBoPM9nRa7U50DaNRr1eygtwxMrWc+m/c+FWbfG5rD6eLCF77jjKe+4bXlxcfU1uAh4IbWwADQP9PY0Grjvg828ofPtvLIp1uO6Tyh4M3sqQGg02/FtVajDqkHzwFMNwUGgDIP8Oi5XC7ueHstq/bW8fuPNlHTJB+e4fby0t0MfngBN/xrVbu9rsXxKfd7vzxY1yrBtTghyRzAE4A3KNFqNAFFle1Ol9/wsIJB63s6rXanWgcwXq/xGwJ2B4DeYGZIt2QAyv2+0a7YXcM2zwKNF7/Z1W6xxOEEB4DBGcCKxraA6z5ZXwrAtzurAdhWZqbS7zbh1BoUAPrXAdRrFeK9GUDvEHBz+zmA4JsHeLBOVgIfyZbSRqo9Q+k2h4tviqqi3KLD+3xjKT97fjnzN5VFuynHpaS+lacWFuFywZKiKj7bWBrtJp0U/ANAq91JveeLbmVjGyX18j4gTgxRCwAVRWlXAiSaJUG6MjUo8VsEAuBw+IaA9ToNiqKoGT33ELDfHMB2Q8DuD+HBngCwusmiZgd+2FOjnqOuxcb28sDVunaHM6AOob/gOYDBO2n4ZxqDs4NbS8389PnlXP3KyohkhIMzgO7fy1dz0TukHhwABg8BF8gQ8FHbVNoQcHn5zq4bAJrbbNz1zjo2lTRw97vr1ef/RPLlprKAL3Dvreraw+4rdtfwz2W7j+lLZzTUNFmDLltoaLUx/bnlnPHk1yzcUn7I++6pamLV3tp275VCRFrU6gC6XC5mzpyJ0WgEoK2tjVtvvVUtBO0/PzCcXnzxRf7yl79QXl7O8OHDef755xk3blxEzn20vEPAWo0SsKuG3ekLxLxzA41aDVa705MBdF8Xp9OqhY3VDKBnPlv/7ER0GgW700VVk4VuKfEBCzUAVhXXckpeCgDby81c/8Yq2mwOXrhqFKf3ywy4bfAcwGD+xamrg4b/vG/8Oyub2HiwgaLyRmqardx4Rm/02tB/V1EDQJ0LUHC6fCuudRpfBrDFOwR8iDmABWoxaPnmfyTbytyvraHdk9lcYmb1vroot+jQvt5WqRY1tzqcfL6xlGsn9Ipqm47VMk9mfeZpvZj3/V5W7a2jrtnaLovdFZQ1tHLlKz8AkBKv5/KxPaLcokOrDRrZqGqy8N2uavU97cVvdjHtlNyA27hcLp74Yps6raZHuomXrhmlvrcKEWlRCwCvu+66gMvXXHNNu9tce+21YW3De++9x6xZs5g7dy7jx4/n2WefZdq0aRQVFZGdnR3Wcx8L/3lpiuIOAh1Ol2fvWu8cQHdgaNBpwOIZAvYEOPEGrbpNnHcOoPcbbGaSkewkI6UNbZQ3tNEtJV5d1Taudzo/Fteyal8dM0/vDcAfv9imToD+3f82suS3ZwUEZ8fyrbY66Fv0kh2+bND8zWW8vHSP+juNKEjh9eV7uWFiL0b3TKfS3EZagqFTgWGrNWgRiN9OIDqtomYAvf1Yc4QM4ME696KZjjLZrVYHLy3dzcHaFq4c34OxvdKPu90nMu/K76vG9eTBjzdxsK6VCnMbOclxUW5Ze+sP1AdcXrytMiQBYIvVzrayRoqrm6lqtFDbbFFfd4lGHakmAxkJBrqnxdMj3URWohHNceyn7XC6WOcJsH8xOp8f9tSwvbyRr7dXcsnofMD9Oz762Rbi9Voeu2go/bITO/37Ha+lftMBPlhTwuTBOVz28goSjTpeuXYMWZ73qbyUuKiPFgVng6ubrKzdX69e3niwgYN1LeoCMYB/fb9XDf6SjDr217Zwxcs/8M7NP2FodwkCReRFLQB84403onVq1dNPP81NN93E9ddfD8DcuXP54osveP3117n//vuj3Dofh9/KVEANAN2LQDxzAD1Dv+oQsN8ikIA6gEEZwHSTgZyUOEob2qgwt2G1O9nrWahx1bge/Fhcy+q9tbhcLmqbrXy/2zc8XFLfykdrS7hsbAEOT9mZ4DmAx8J/vuC87/aqPy8pquQvC7fTZnOyubSBeyYPYNb76+mdmcDbN/2EZ7/aQWObnd9NG0Rdi5Xlu6qZPDiHPlkJLN9VTWaCkWH5KeytbqbJYmdwt2TsTqcajASsAvYLtuMPtQgkKADMS41HUdzZzaomC9lJgcGMd+HD4u2VAHyyoZTXZ47lzAFZx91Xh+J0uvjfmoPsqW7m0jH59M2K3gd6MKcLiiq8Xy7SGJSbzNYyM6v31nHBqd0A2FzSwDs/7mdwt2SuGtfjuAKfUPEGgL86qy//WLKbH/bU0GZzqKvDj1ZDi40Ve6r5dmc1K4tr2V3V1G4f6sMx6DQUpMVTkG6ie2o8eanx5CbH0S0ljpyUOFLi9STF6dptsbijopFGi50Eg5ZBuUlMHZLD9vJGCrdWcMnofBrbbPxy3ir1i821r63ky19PIsWkx+Vy8dG6En4srmV4QSozRnRX/x4cThf7a1uwO5wUpJsC+sPlctFmcxKn1xxzkLal1DfVZMPBet5ffZDdVe66oS8v24Neq2Hu0t2cNTCL5y4fyXOLd6LVwN2TB1DVaGFLqZlJAzLRazXsrGiiZ6aJ5Dg95jYbCu7dfRxOF202ByaDFkVRcDpdKMqxTz+qCw4AGy1sKgmc3rCkqIprftJTvf1fF7nrBT54wWAuHV3ATf9ezY97a/m/11by3i0TGJCT1O485Q1t7KluAhdkJBrpmWE65tefv4/WHeS15cXkJsdz//mDAgJ+i93B97tqqG6yMKIglf5B7alvseJyQapJH/UAXIRG1LeCixar1cqaNWuYPXu2ekyj0TB58mRWrFjR4X0sFkvA0LTZ7H7Dstls2GyhKwL84pI9/GPJHn6SpWGKzeabb+dyYLPZ0GkUrECb1Uqrxf1GpNMo2Gw29J5MYIvFSrPF3SaDViFe5z7eZHG31ZsBTDZqyElyD8OX1LWwq6IBh9NFgkHLOQMy0GkUKswW9lY1smxnNQ6ni6F5yUwflsNTC3fyjyW7+OmwbH719np+KK7l+tPcb3gJRi3NluPfycU/kPQuEAH3KuK731sPwO6qZsb/abF63ecbfRP1nyncQVKcjjpPUJmdZFTLNZgMWqx2p5p1UReBOF3YPLvPKC4nRk9fNrZasdls6rf+JIMm4PlWgNzkOMoa2thb2UhaXOAb9A97alm8vRKDTsPw/BRW7a3j1++s47M7JpB7hMyXxeagotFCUpyONM/q45pmK3O+LMJk0PKbKf1Jjtert395WTF/LdwJwJs/7OWdX45jcDf3G3lpfSv/WXkAq8PJBcNyGVmQGnCefbUtmAw6uqcGZlgsNgeVTRZMBh3JcTr0nmkGdS1W6lpsNFvsOF3uRTTuf+6+dLpcOFzgcrpwOR2UtriH3eP0GvJTjIzqkcLWMjM/FlczdXAmFeY2Lv/nCvV1s6+6id9NGwDAzsom/vDZNnZWNnFGv0zuOrcvPdNN7KxoYt6KfWwsMZMSr2N0jzT6ZyfQZHFQXN3Mbk+WLV6vxeTJhOu1CuY2O41tdhzeAADPvGTA+6tvOFgPwOWj8/hoXQllDW18v7OSM/oHTnsIZnc4WbO/nu921/Dd7ho2l5gJntKWlWigf3YiOclG0hMM6hSOJoud+hYb1c0WSupaKW1wfynbXdWsBkOHYtBpSDJqOSXJ/b6xco/772Z4QQoup4OzB2Ty9693sWxnFU0tbfxj6R5qmq1kJRrQaTWUNrRx/wcbeOqSocz+aAufb3LPY3t31QGeLdzBFWPzqW+1MX9TOVVNvvedATmJJMXpqG+xcbC+lWaLA43izmYmGt2vF4fLpb4mnC53EOn0lF1yOF2c2j2ZZr/C7Ba7kycXbFcvv7a8WH1elhRVMfyxRep1b6/cj8Xz95war0dR3HOXDToNGQkGdcQiJ8lIfasNi92JXusu89RksaNVFEwGrVpVQeMZZfG21X8+svc14h3p6J1horimhZK6ZvbVuJ+fa8YX8J+VB/hmewWXj84D4KUlO91fPnOT+L9x+Wg0MPfqEcyct5qNJWaueXUlr187ioG5SdQ0W/lsYxkfrStla1n7Wql5KXH0yjTROyOB9AQ9LVYHLVYH5lY79a02zG02GtvsKIBGo6D1/D5ajcJmT5C9ucTM8l1VPP2LU5kyJJuVxbU89MlWiv2qNAzMSeT0vhkcrG9lw4EGKjzvn3F6Dd1T40kz6alrsWFutanTaQw6dzUKo06DgoLd6cTucD/X/v2Hf/zoav+jt8+dLrBatRxI2M0tZ/Zt1xedEcrP7BNVzAaA1dXVOBwOcnJyAo7n5OSwffv2Du8zZ84cHn300XbHFy1ahMlk6uAex6fogILVocXugsLCQlpatYDCiu+Ws9cELof78uKvl1BrUQAtrc1NzJ8/H6vntt9+t4JtdQqgoWTfXta27AF01Jpb+PyL+dQ1u2+37odvaa3RABq+X7eVgztdgJYMvZ1vvlpId5OWfU0Kr3+6hBWV7sfro6sjo64Wk07L3poWpjxVSEmL+y/6P9/vART0LjuBf+WRo9e4sDndHwJ6xYXd5a7VpVFc6DW+uX8aXGg10DfZxeJS91zLqpo6QGHDurVU1bt/303bivjMvA1zm/vPZe33SynSB57T5HT352ffrKAsK/DT/qWt7v4dn2lnRk4V5VVaDjTbuPXVJdw00ElHX6bNVvjigIa11QpWp/sGqQYXp6S52FaveJ53WL9zP7cMcj9GrQX+vt7dDqPWRbPFwf+98j33DHNQ0qLw1k4NLQ73/f61Yj/D0pwMTXext1FhfY1Cq+e6RL2LfJMLjQJVbQrVbahFb339e+zPrU5xB8bZBgcLF3yJptb92v1m4z5GsYf/7NLQbNGgV1zYXAqvLN+LrWI3OfEuXtiqpdnuPuenG8v4YlMpGUaobAtsx8ri0M4p7JXoYv3339DLqKEMDf8qXE3jzo6z3NVt8E2phvU1Ck32wHblxLsYkOJiYIqLnokukg12wPNh6/T8A9ACSZ5/ue7SRHVWqGlTqLFAnUWh3or7n0WhwQYWz/NmtTupsTtZ1qzho/mFfLbX/bpLtlQzf/58d/bGoKXe6uCPby3ig2INoHBh91ZSDC6e3azlyy0VLC0qp8WuoFFcjM9yUdSgUNFo4bmvd6u/j17jQqdAq4MOgxSnC8xt9oDtJg/nB7/nLTvO1e55BQ6ZNfUPHL2rcXWKC6vdGVCvr8KvXp97j2932+wuV1A7D5ee9V1n1LrI1zdRjIYlG/fidCkYNC5yW4oBHd/uqOTTz+fTYod569x/lxNT61mw4Ev1Ma7oBlV1WsoaLfzsxe/JiHP/HTtd7t9fg4uMONAo7veEVodCaUMbpQ1tfL+7luMxLstJvRV2NMDt76wjNx7KWt3nS9C5yImHfU3ubH1RRfv6rG025yG/jDRbj/9L/6EpbN6+g/nNoa0L3NIii/ZiNgA8HrNnz2bWrFnqZbPZTEFBAVOnTiU5OTlk59m/dA9fHtyFwwlTpkzhoXXfgt3O2WeeSZ+sBP6w4RtaW2ycfsYkd+mRbevISEth+vSf8PLeFZS3NjJyzFiqt1VC2UGGDOrP9JF5PLnhW6xomXj2OTh/+AaAS352Hs0/7GNp+U4Ss7qTnGGCHbsZPaA706cPZR3bmbdiPxWGbuxudA9hzrr0LLqnxlOetIdnFu9Sgz+ARpv755y0JOr93jyMOs1RDQ8bdJqAeYQ5SUb1jfuqcfm8/eNBAH4zpT+lDa28u+ogt53Zh6vHFfCXwp30yTBx48RefF1URW2zjQuG5dLYZmNbeSMjC1JJjtNRVNFEmklPt5Q4Wi1WPl/oyyImJCVDUyPjx42B4jq+rdhLfs/e/OT0XrByKRoFfv6z8wMW4wAsadvM7nWlZPYcyPSz+qjHKxstbF+xFIBHr5pEQZqJwWObuOilFWyp02DPH85Fw7sFPNa6A/U89tZ6dWguTq+hzeak3qrwXUXgebfVa9D1Gsm0U3K4/Z31WJ2VjOmZytyrR3LFKz+yq6qZJzcZaPUsvhmal0yfzAS+2FzOpjoNm/zipUSjDovdQZMNtjcEnsf/efEGfxrFPRyUaNShVRQ0GgWNAlrPCn+Nxv2zC9hUYsbu+VCbMDif6dNPYUR9K//+27eUtGow9RvFqhXrAHj35p+wYEsFryzfy1t7dGg1Cm12J0Pzkrlncj9e+24v3++upbLNna2bOjibGSPyqGm2smZ/PQfrWjEZtPTOMNE7M4FuKXFY7U5PpsSOxe4kKU5PcpwOncbdPpcng+n+2fchP65XGhmJRrRbKljx7gYO2JKYPv30gL5xOF08/81u5q4sVqdrpMbrOaN/Bqf1zeD0vhl0SwnfHEeH00WzxU6jxc75f/+OVpsTU6/hVOzaDbRxxeSxnN43A4A1rm28ufIA7+x2B+PD81O47+pxKIpCcq8D/OGzbbTYFdJMep6/Yjjje6djsTt5f/VBVu+rIylOz1kDMpnUPxO9VqGsoY0tpY1YHU6S43R0T40nK8n9emtss9NksWP3ZNW82Sjv60LjqWrw+Bfb+XaXe2qJyaDlhrP68ucF7uHS0/qm85Pe6Tz91S50GoUPbh3PK9+6F7P8fvpAemaYePvHA4wsSOW8U3L4fFM5yXE6Jg/OZldlM5WNbZyan4JWUdhT3UyqSU9mopHGNjstVgcp8TpsDhctVgd6rYJeq3Fnrp0ud5sVb8UK92vE5XmN2Gw21v2wnJasU/j2iyL2NLlf232yk7n50p/w773LqGy0kDpwHOuKqrA6DzA8P4XfXjWu3fDpOedaeODjrXxdVEW1J14d1j2Zi0fk8dNTc9XMv8vloq7Fxt6aFoqrmymubsHcZsNkcGe3k+P1pMbrSY7Xk2h0P79Op3tqi3fOeEaCgWHdk3E4XfzpyyLeXHmAslb3tKLLx3Tn3snuEYX6FhsLt1awu6qZjAQDo3qkMqRbEnqthrKGNg7UtWJutZGeYCAlXu+umaqA1ebE6nCq7/Xe7Us1ioIL11FNfXBn5D07Xjns/LBiBRdMPpNuaQnH9wdyCN4RvFgWswFgZmYmWq2WioqKgOMVFRXk5uZ2eB+j0aiuWvan1+vR6/Ud3OP4GD1bkDld7sf2fqjEGw3o9Xp0noUPikaLE+/cPy16vR6jZ36Iw6Vg9WwTlxinJzXRvVLVandS2+r+lpZg0JIYb6S75w+rstGqZnoG5CSj1+sZ3yeTeSv2s2irO/gb2SOVXlnuYPdX5/TnQH0by3ZUYdRrOFDrWwWbEh84Ty4z0RhQHysz0aAuAslJNlJhdgd5p3ZPCVgZ+seLh3Hjv1fTPTWeB396Cqf3y6bJYuPS0QVoNAqPzzhVDcaeuXyker8LhuerP6cnxdMzyxegj+jpew4Vz5u8l9UzBzDOoCcxzv2cWhwuGq2eD3aTgThj+xWUPTPcfVhmtgS8Fpbtcg9LDy9IpU+2e6L3kPw07jqnP38r3MET87czaUA22Z6h4I/XlfC7DzZitTsZlJvEYxcNZWyvNJqtDlbtrWXRlgp2VjRyxbge7Ktp5vmvdzFnwQ50Oh2Ltlai1Sg8cfEwMpNNzLthHFe/upJ9NS0oCvzy9N787rxBGHQa7qho5I3vitld1Uz/7ER+emoe43unY3U42VJqZkeFO6vTI91E/+xEspKMOF3u0j1NbXaS4nSkxOuPao6ey+XinL8uUYeXRvZIR6/X0zNLr64GvulNd/B3yah8RvfOZHiPdHZVNfNNURU2h4sxPdN49boxpJoMnDM4l6KKRvbXtDCiIFXtO4BrJhyxOcdl0qActBp3EFHeaFOLf1vtTm59ezVLPAsYJg3I4saJvZnQNyMsK9c7ogfijAYygBkj8nhn1UG+3lHDwfo2NAqM6Z2JXu9+T7nhjL68u/qgOnf4/vMHYzC4X88zT+/D+D6Z7Kps4oz+maR6Ag+93n2/G85of+6eWYaAv63jccaALDUAHFGQymVje/KPJXtotNj55cQ+nDUwm77ZyfRINzEsP4UXrs4IuP/wHr7L10zorf58ao/A9+qMZN8oTVonp8babDa2aiEpxf2+6g1s+mQlYDAYmHZKLm/+sI/7Ptyi7rp03/mD1L72l5um5/Xrx3GgtoUDtS0UpJvU11ewHIOBnNQExvft/Pzhxy8+lWsm9KaoopExPdPIS41Xr8tK0Qf0pb9+8Ub65UZm0YrNZmN/AnRLSwjpZywQ8sc7EcVsAGgwGBg9ejSLFy9mxowZADidThYvXswdd9wR1bZ55wN5t/m1ecvAeOakeReDuBeC+AoXA2oxaItfIWj/OoDgq1fnLQXhXYFZYW5Ta/P190wOnjQgC5NBqw6bXjq6QH0cvVbDXy8dDsCiLeXc/OYa9Tpv2RmvjERDQACYn2ZSA8DRPdOY75lvVJBu4tT8VF7/rpgZI/KYPCSH927+CQXpJkwGnbpYwCs4E3c8/D+mvVkunUbjKwNjdahv4sELQLzUWoBBu4EUbnV/wZgyOHBV+a1n9eXLzeVsLTNzzWsr+e20QSzdUcl/ftgPwOTBOTx3xQh19XaiUcfZA7M5e6DvcVqtDj5cW0JJfSu3/sfd9zNP68WgXPcHcn6aiYV3T2L13jq6p8XTO9P3DXpAThJzfn5qu98jTqNldM80RvdMa3edVnH//ofqg0NRFIXT+maoAeBZfr/DLyf25p73NgDubOJ95w0E3ItwXrl2DIVbK7A7XUw9JUdd5KAoCoNyk9XfMxKS4/SM7pHGj3trWbrDPbnf6XRx7383sKSoini9lj9fMoyLRnSPWJs6Mqx7Mu+sgs82uv+ehuQlB/zt985M4NXrxvLBmoNMOyWXCX0Dg6nB3ZLV2qCR4r8ifmyvdNITDHxx1xk4nC56eV6zwX/3XUVGYuDfQi/PF8HrTuvFu6v2q2VhLhjWjdP6Hn7u6OECv3AZmJvEwNz2i09EbOgSAeCbb77J3LlzKS4uZsWKFfTs2ZNnn32W3r17c9FFF4XtvLNmzeK6665jzJgxjBs3jmeffZbm5mZ1VXC0eIM5z5d0NQOo91sFDIFbwXmzDf6rgP0LQWs1ihrIeYMU79CCdyGCf4DmXR2WYNQxa8oAnvhiG6N6pPLzUR1/wOl1gdkO/4UJABl+QYOiQPfUeHWV5Zie6WoAOCAniZsn9eHMgVmMyE8FYHyfwA+pUPMfkfGunNb7l4GxOahrdgfGwdvAefXKdL9x+28M32K1s3yXeyL+lCGBWWW9VsOLV4/i8pdXsKOiiZv+vVq97vaz+zJrysAjBrfxBi1PXDyUm/61GrvTxZBuydw7dUDAbeL0WiYeYdFCJNx0Ri+K9uzjotOGkus3HDpjRHcqzRZ+LK7lznP7B2TzdFoN5w/rOh/8Zw7M4se9tSzeVsHV43vw+Bdb+WxDKTqNwsv/N5pJYVjVfaxG+C3sAToMOs4ckBWWFejHa1j3FM4fmkuz1cH1p/cCiHggdLyCF3F5A9Z+2Yn87bIR/OObXfTLTuSPFw+LRvOEOKyoB4AvvfQSDz/8MHfffTd//OMfcXhWYaampvLss8+GNQC8/PLLqaqq4uGHH6a8vJwRI0awYMGCdgtDIs07xOtdgeYNAL0BgS8D6MRm924F5ykE7bcTiLfosrdsQKJR5w4APUO1qSZ3kJabEodG8a28Neg0AW/AN57Rh4tGdCcjwXDIIT9D0HBXcAYwK8k3HJNo0JGf7htuGF6Qwq/P7U9ts5WZp/VCq1Ei+gHl/yt5+0Cn1QRsBVfryQCmJXQ8bDAwNxlFgQqzhZomCxmJRpbtqMZqd1KQHs+AnPZjTr0zE/jgttN4unAHa/fXkZ8Wzy2T+h5TIHH2wGwW3D2JPVVNnNE/Sw1au5ruqfH8X38n08fmBxxXFIVbzuwb8hV+4TDtlFz+srCIb4qquGHeKnUbu79dNrxLBH8A/bISyI13Ue6Z1D8jyhnJo6HTanjpmtHRbsZxyUkyEq/XqqWi/MuqXDg8jwuH50WraUIcUdQDwOeff55XXnmFGTNm8Oc//1k9PmbMGH7zm9+E/fx33HFH1Id8g6kBnsu3Cwj4AkNvIGjz3wrOvxA0ngygzbsXsCcAjNNR2WhplwGM02vpmZFAcbV7ZVe/rMR22Sf/AK4jwfOdggPA7qmmgOsK/Aqk9stOYnTP6BVG9m+5dycTncaXAXQPAbuHqzMSO+6HRKOOXp4+dNcjy+Krbd7h39xD1s0qSDfxzOUjOtX+ftmJUS3gGyv6ZSdyyah8Plh7UA3+Hr/olKgP+/pTFIWr+zlYas7kp6fmMSQvssO5sUajUUiM06nvtUMiPHwuRGdEPQAsLi5m5MiR7Y4bjUaamw9f9+pk5Q2mHC7fLiDgCwy9cwQdTpe6dZk6BKztuBA0uKvPg98cQJMvmzUgJ1ENADua/3UkhqAh4DidFoNWowao3dN8GT+tVlHnHsXpNaTER3cyrn9sps4B1LqHzME9BOytm5hxmPlvQ/KSKa5uZmuZmQl9M9QAcPKQrrOrjOicJ2YMJTPRwK7KJi4fW8DUUzpeMBZNPRLhncvGyST3CPm/n/Tk6cIdTB6c06kizUJEWtQDwN69e7N+/Xp69uwZcHzBggUMHjw4Sq2KLp13DqBTURd5+B/3/u+/E4hBHQJ2vwH5L8WP88sAAu7SMaCu8gM4c0A2C7e4A5bT+x37nDtvBtLLqNdg1PsCwEy/ydJ2h4u+WYl8fufELrEnqbvUg7cUiPuYTqNR+63F6lCLQB82AOyWzBcby9hU0sCPxbXUt7jLJIyL0W3fTkbxBi2zp8fm+5Lo2F3n9ueyMQWHnB4iRFcV9QBw1qxZ3H777bS1teFyufjxxx955513mDNnDq+++mq0mxcVaoYveAjYc9x/DqA3wNIFDQFb/BaBxPvNAQT3bgMQmAG8eGR3CreW0z0tnqlDjj2rETwH0KDVYNRpacR9LpPB91LzDj13pf0vtYqC3a9IlV6r+OYA2hzqar70QwwBgy9zumJ3jZptnTokRx26F0KcnHLDWOdRiHCJegB44403Eh8fz4MPPkhLSwtXXXUVeXl5PPfcc1xxxRXRbl5U+K8C9g4BK4pv7p+6Cthx+FXAvjIw7mOJxsBvqP7Zt3iDljeuH9eJNgcGOUa9Vl2QAr4gFOCsgV1jwrw/jUaBoPmW3qC11S8DmHmYDODonmkkx+mobbby7qoDAFw4QiaBCyGE6HqiHgACXH311Vx99dW0tLTQ1NREdnZsz5nyXwXszQDq/BZlBM4BDFwFfKgyMIBaHd4r7RAlTY5H8BxAg1YTsCI13qDhjZljWbS1nLvO7R+y84ZK0Ai2exGIXwbQuwgkPfHQfabXarjmJz35xxL3llmjeqQyIcwlbIQQQojjEfUA8JxzzuHDDz8kNTUVk8mk7qlrNpuZMWMGX3/9dZRbGHn6gFXAvsLEXh3VAfQGYL5C0I5DzgH0CmUA2D4DqAkYYk406jl7UBJnD+qawb1Wo8G3Ias7ANQZfXMAvYWwMxIOvxr6rnP709jm3pT9gemDDrn6VwghhIimqAeAS5YswWq1tjve1tbGt99+G4UWRZ/ObxWwo6MMoLoIxG8OoCZwDqD/5ua+DGDgEHCqKXSTljuaA+jdzxECF4F0RcHT9HRaDQkGrbo4xCvtCH0Wp9fy+IyhYWihEEIIETpRCwA3btyo/rx161bKy8vVyw6HgwULFtC9e9eprxVJ/nMAvat8dX5jlIebA+idd2f2bOkGEOc5FpwBDN7GqFNt1gWvAtYGrWDu2gshNEGZOr1WQafVkBynV7fHSzPpu/zvIYQQQhyNqAWAI0aMQFEUFEXhnHPOaXd9fHw8zz//fBRaFn36jjKAfoGH/xxA704g6hCw539v0OINZACy/Yo5ZyQYAlbmdlZHGUCH36KKri648LX3cnqCQe3LY90DVwghhOiqohYAFhcX43K56NOnDz/++CNZWb6VoQaDgezsbLTa2CyqqetgFXDgIhC/OYDOoJ1AtN4hYHfQ4l+Y1LtROUB+iPfa1GqUgOFSo17DwNwkNhxsCOl5wkUbnAH0BNlpJj3FnmM5yVLqQQghxMkhagGgt/Cz02+YULh5M3xOp98iEP8hYLVQtK8QdPAqYO8QsH8A2DPDF/Slhnj3DUVR0Gs16k4aBq2G+893F8y9bExBSM8VDv4ZQI2Cuuexf9bPv/+EEEKIE1nUF4F4bd26lf3797dbEHLhhRdGqUXRE1AHUF0E4j8E7JcBVLcuCw4A3YtAvDUA3T9rGdcrnS2lDdx1br+Qt9voFwDG6TWkJxh46hfDQ36ecNAELLLx9Vm3FN8WdgUhzpoKIYQQ0RL1AHDPnj1cfPHFbNq0CUVRcLm8hY89QZDDEc3mRcWRVgH7FoE4fWVggoaAvauD44P2pnz7pvHYHK6AGn2hotdpwL1hBoYTbPjefwhY79fXQ/J8m7v3zUqMaJuEEEKIcIn6ksZf//rX9O7dm8rKSkwmE1u2bGHZsmWMGTOGJUuWRLt5UeFfB9A7xKs95BzAwCFgY1DAF7w5uS6oQHMo+QebRn3UX1rHxH8Ni39f/6RPBlqNQqpJ3yV3MBFCCCGOR9QzgCtWrODrr78mMzMTjUaDRqNh4sSJzJkzh7vuuot169ZFu4kR580AulDalXnxv97hNwSszgEMWo0bp4tcJs7kF1hG8ryh4F8Gxr+ve2cm8Mntp5OZaMR4gv1OQgghxKFEPU3jcDhISkoCIDMzk9LSUsC9SKSoqCiaTYsa/wUfbTb3EPghM4COoFXAQVuymYyRC1ocfhWTk+Ki/t3imHRUaNtraPcU2exdCCHESSXqn9JDhw5lw4YN9O7dm/Hjx/PUU09hMBj45z//SZ8+faLdvKjQ+y34aLMFBnjgCwYdTuchC0F7JYSw1t+ReEvWQOCiihOBpoO9loUQQoiTVdQ/6R588EG1FMxjjz1GcXExZ5xxBvPnz+e5554L23n/+Mc/ctppp2EymUhNTQ3beY6Hfwaq9YgZwI7LwHiZwjTfryMnUuHnYP79q9eeWMGrEEIIcayingGcNm2a+nO/fv3Yvn07tbW1pKWlqSuBw8FqtXLppZcyYcIEXnvttbCd53j4D0d6A0D/eWlaT4aqo63ggufeJRgjmAE8gWs6+s8BDN4VRAghhDjZRD0D2JH09HTKy8u54447wnaORx99lHvuuYdhw4aF7RzHS1EUNQhstboDQIO2fR1ARwdzAIP3+5UM4NEJzAB2yT8LIYQQImSimgHcsmUL33zzDQaDgcsuu4zU1FSqq6t54oknePnll7vcHECLxYLFYlEvm81mAGw2GzabLaTn0mkU7E4XzZ4t3bQa1HMouIM+q92uFl5WXE5sNhsGTWAQFqdTQt62Q7ntzD48/sV2Lh7RLWLn7CxvOzX4+s2/r0VoePtT+jW8pJ8jQ/o5MsLZz/LcRTEA/PTTT/nFL36B3e7eseKpp57ilVde4bLLLmP06NF89NFHnHfeedFqXofmzJnDo48+2u74okWLMJlCvEuESwsoFO3ZC2iorihn/vz5AOw5qABaivfup6lFARRWrviOg56tfrWKFofLndHau6uI+c3bQ9u2Q8hwwW9PhVzjAebPPxCRc4ZKQ30d3oR4k9ms9rUIrcLCwmg3ISZIP0eG9HNkhKOfW1paQv6YJ5qoBYBPPPEEt99+O48//jivvvoqs2bN4q677mL+/PmMHTv2uB7z/vvv58knnzzsbbZt28agQYOO6/Fnz57NrFmz1Mtms5mCggKmTp1KcnLyYe557B5Z/w1trTYyc/OgvJwe+d2ZPt09XH1gWTFfHNhJXn4+25uqwGbj7DMn0S87Ub1vvWcv4LEjT2X6qO4hbdvJxGazUVhYSGZGBjvNdQBkZaQxffq4KLfs5OLt5ylTpqDXh3YfauEj/RwZ0s+REc5+9o7gxbKoBYBFRUW8/fbbJCYmcuedd/Kb3/yGZ5555riDP4B7772XmTNnHvY2nRlWNhqNGI3Gdsf1en3IX5zeOX1Wu+fcep16DqPe/bS5XIq6CtgUZ1CvTzDq1AAwOd4ob1BHQRdUaFv6LDzC8bci2pN+jgzp58gIy2esPG/RCwAbGxvVrJlWqyU+Pr7Tc/6ysrLIyjo5tuvyBiQtNncEqNd1sBew06Xu+esfwCT6rfxNiGAh6BOZRhaBCCGEiCFRXQSycOFCUlJSAHA6nSxevJjNmzcH3ObCCy8My7n3799PbW0t+/fvx+FwsH79esBdiiYxMTEs5zwWwauAA7eC8waAznargCEw6MtKap+xFO3pOqizKIQQQpysohoAXnfddQGXb7nlloDLiqLgcDjCcu6HH36Yf/3rX+rlkSNHAvDNN99w1llnheWcx8Ib0LV0WAfQOzzsxLv7mn+ZmDi9LwDMSZYtzI6Gfx1AnWQAhRBCnOSi9knndDqP+C9cwR/AvHnzcLlc7f51heAPfNuRtVnbZ/i8W8V5i0S7r/c9lfF+AWC6yRDWdp4sZCcQIYQQsURSHV2U7igygM0WR7vbA/TL8Q1hn2h78kaLNmAnEPmzEEIIcXKL+lZwomPegK6jOYDe/X6914EvKwhwy6S+LN5WydQhOZFo6knBP+bTS9AshBDiJCcBYBcVPMwbMAQctEJYp1ECMn3pCQa+mnXm/7d3/zFR138cwJ/3+zjg+OEPkBRDcqMUnUEa2pZNSprLzOaKYeGPdBouwc0f05m1ZqiRlebUXMP1zbLctNLl1n2VcJQgP9QiEaUsDcVfBHfx87h7f/9wnPfDr4Lc3Ye7z/Oxsd19Pp/u8+JFwnPv9+f9+fir1KDgsgiEU8BERBTkONfVTzmmgO84Aug6BczblvSdUslFIEREJB/8S9dPqd2uQ3MOed2v/+24NQLYPSVM98/5GkDeBoaIiIIdk0M/5T4Nqb1DAOzsurVCmAGw71xGALkIhIiIgpwk1wBGRUVBoejZKEtjY6OPq+mf3BciqO9wDWA3Lacs+8x5BJC3gSEiomAnSQD88MMPpThtQHG/Ds059OncRvzc31PvqbgIhIiIZESSAOj+BBDy5H4d2p2uAezGKeC+U3EKmIiIZESSAGg2m3t8rNFo9GEl/Zf7NKTrbWDcrg9kAOwz57zNRSBERBTsJAmAkZGR97wGUAjh02cB93fuU8DOz/flNYDe5/IoOAZqIiIKcpIEwKKiIilOG1DcQ51e4/kkkG46DQNLXzlP+zo/S5mIiCgYSRIAn3yST6m4F73GfaHH7VDiHg45Ath3IRoGQCIiko9+8Si4pqYmfPrpp6ipqQEAjBo1CvPmzUNERITElUlH7xZCnAOh+xQlrwHsO732dr85okpERMFO8r90FRUVSExMxAcffIDGxkY0NjZi8+bNSExMRFVVldTlSUbvcasX52sA3ReBcMSqrwxOgZsjgEREFOwkHwHMy8vD9OnTsWvXLqjVt8rp6urCa6+9htzcXBw7dkziCqWh8xgBdAqASk4Be1uI0wig82siIqJgJHkArKiocAl/AKBWq7FixQqkpqZKWJm03EehnKeAlUoF1EoFuuwCAKeAvcF5BNB9+p2IiCjYSJ4cjEYjLl686LH90qVLCA8P98k5//zzT8yfPx8JCQkICQlBYmIi1q1bh87OTp+c7364LwJxDyXOoY9PAuk752sAOQVMRETBTvIRwJdeegnz589HQUEBJk6cCAD46aefsHz5cmRmZvrknGfPnoXdbsfOnTvx0EMPobq6GgsWLEBLSwsKCgp8cs7ecg51SsX/ezLIrXskcgSw71xHANlPIiIKbpIHwIKCAigUCrz66qvo6uoCAGg0GixevBgbNmzwyTkzMjKQkZHheD9ixAjU1tZi+/bt/SYA6t2mJN1vnK3XKNHcdus1RwD7zvm6P04BExFRsJM8AGq1Wnz00UfIz8/H77//DgBITEyEwWBAW1ub3+pobm5GdHS03853LyH3uCYtVKsG0AEAMGgl/zEGPD3vA0hERDLSb5KDwWBAcnIyAKCjowObN2/Gpk2b0NDQ4PNz19XVYevWrfcc/evo6EBHR4fjffczja1WK6xWq1drUivsjtc6tdLj80O0ToFFDa+fXy66+2bruv3IQRXs7KeXdfeTffUt9tk/2Gf/8GWf+bOTMAB2dHTgrbfegslkglarxYoVKzBjxgwUFhZizZo1UKlUyMvL69Vnrlq1Chs3brzrMTU1NUhKSnK8r6+vR0ZGBmbNmoUFCxbc9b/Nz8/H22+/7bH9hx9+gMFg6FWt91LfAnT/eGwdbfj+++9d9rdbVABuTQvXnf0N39+s9ur55aa6vATd/S767w9Q3v1R1XSfTCaT1CXIAvvsH+yzf/iiz62trV7/zECjEEIIKU68cuVK7Ny5E+np6fj5559x/fp1zJ07F6WlpVi9ejVmzZoFlap3U3HXr1/HzZs373rMiBEjoNVqAQCXL1/G5MmT8fjjj2P37t1QKu9+Ld2dRgCHDRuGGzduwGg09qrWe/n9qhkZH5cCAFLiI7F3wXiX/a/9pwrF524AALZljsUzj8R49fxyYbVaYTKZ8PTTT8PSKaBSKhARopG6rKDj3GeNhv31FfbZP9hn//Bln81mMwYOHIjm5mav//0OFJKNAO7btw+fffYZpk+fjurqaowZMwZdXV04ffq0x4KHnho0aBAGDRrUo2Pr6+vx1FNPISUlBYWFhfcMfwCg0+mg0+k8tms0Gq//zxkXFep4rdeqPD4/TH/7fYRBz19CfaTRaBBjYA99zRf/VsgT++wf7LN/+KLP/LlJGAD//vtvpKSkAABGjx4NnU6HvLy8+w5/vVFfX4/Jkydj+PDhKCgowPXr1x37YmNjfX7+nnBelWq1eQ7SOt+2JFTHRQtERETUc5IFQJvN5piKBW49/SMsLMwv5zaZTKirq0NdXR2GDh3qsk+iGfG7strsHttCdbd/dGG6frOWh4iIiAKAZMlBCIE5c+Y4plTb29uxaNEihIaGuhy3f/9+r597zpw5mDNnjtc/19tiQwQa2hR4bkycxz6D0wihgQGQiIiIekGy5JCdne3yfvbs2RJV0n8tGWVDxEMpeDbZMwBGh94ePeWiBSIiIuoNyQJgYWGhVKcOGOEaIGNUDNQqzwUqLz46FDdbOpEUG84pYCIiIuoVJocAFRWqxcqMpHsfSEREROSGD5ElIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZ4SKQPui+abTZbPb6Z1utVrS2tsJsNvORNT7EPvsH++wf7LN/sM/+4cs+d//d7o8Pf/AXBsA+sFgsAIBhw4ZJXAkRERH1lsViQUREhNRlSEIh5Bx/+8hut+Py5csIDw/3+jOMzWYzhg0bhkuXLsFoNHr1s+k29tk/2Gf/YJ/9g332D1/2WQgBi8WCuLg4KJXyvBqOI4B9oFQqPZ4l7G1Go5G/YPyAffYP9tk/2Gf/YJ/9w1d9luvIXzd5xl4iIiIiGWMAJCIiIpIZBsB+SqfTYd26ddDpdFKXEtTYZ/9gn/2DffYP9tk/2Gff4iIQIiIiIpnhCCARERGRzDAAEhEREckMAyARERGRzDAAEhEREckMA2A/tG3bNjz44IPQ6/WYMGECTpw4IXVJAS0/Px+PPfYYwsPDMXjwYMyYMQO1tbUux7S3tyMnJwcDBgxAWFgYXnzxRVy9elWiioPDhg0boFAokJub69jGPntHfX09Zs+ejQEDBiAkJATJycmoqKhw7BdC4M0338SQIUMQEhKC9PR0nD9/XsKKA4/NZsPatWuRkJCAkJAQJCYm4p133nF5diz7fH+OHTuG5557DnFxcVAoFPjmm29c9vekr42NjcjKyoLRaERkZCTmz5+Pf//914/fReBjAOxnvvrqKyxbtgzr1q1DVVUVxo4di6lTp+LatWtSlxawiouLkZOTg9LSUphMJlitVjzzzDNoaWlxHJOXl4eDBw9i3759KC4uxuXLlzFz5kwJqw5s5eXl2LlzJ8aMGeOynX3uu3/++QeTJk2CRqPB4cOHcebMGbz//vuIiopyHLNp0yZs2bIFO3bsQFlZGUJDQzF16lS0t7dLWHlg2bhxI7Zv346PP/4YNTU12LhxIzZt2oStW7c6jmGf709LSwvGjh2Lbdu23XF/T/qalZWF3377DSaTCYcOHcKxY8ewcOFCf30LwUFQvzJ+/HiRk5PjeG+z2URcXJzIz8+XsKrgcu3aNQFAFBcXCyGEaGpqEhqNRuzbt89xTE1NjQAgjh8/LlWZActisYiRI0cKk8kknnzySbF06VIhBPvsLStXrhRPPPHE/91vt9tFbGyseO+99xzbmpqahE6nE19++aU/SgwK06ZNE/PmzXPZNnPmTJGVlSWEYJ+9BYA4cOCA431P+nrmzBkBQJSXlzuOOXz4sFAoFKK+vt5vtQc6jgD2I52dnaisrER6erpjm1KpRHp6Oo4fPy5hZcGlubkZABAdHQ0AqKyshNVqdel7UlIS4uPj2ff7kJOTg2nTprn0E2CfveW7775DamoqZs2ahcGDB2PcuHHYtWuXY/+FCxfQ0NDg0ueIiAhMmDCBfe6FiRMn4siRIzh37hwA4PTp0ygpKcGzzz4LgH32lZ709fjx44iMjERqaqrjmPT0dCiVSpSVlfm95kCllroAuu3GjRuw2WyIiYlx2R4TE4OzZ89KVFVwsdvtyM3NxaRJkzB69GgAQENDA7RaLSIjI12OjYmJQUNDgwRVBq69e/eiqqoK5eXlHvvYZ+/4448/sH37dixbtgyrV69GeXk53njjDWi1WmRnZzt6eaffI+xzz61atQpmsxlJSUlQqVSw2WxYv349srKyAIB99pGe9LWhoQGDBw922a9WqxEdHc3e9wIDIMlKTk4OqqurUVJSInUpQefSpUtYunQpTCYT9Hq91OUELbvdjtTUVLz77rsAgHHjxqG6uho7duxAdna2xNUFj6+//hp79uzBF198gVGjRuHUqVPIzc1FXFwc+0xBgVPA/cjAgQOhUqk8VkVevXoVsbGxElUVPJYsWYJDhw6hqKgIQ4cOdWyPjY1FZ2cnmpqaXI5n33unsrIS165dw6OPPgq1Wg21Wo3i4mJs2bIFarUaMTEx7LMXDBkyBI888ojLtocffhgXL14EAEcv+Xukb5YvX45Vq1bh5ZdfRnJyMl555RXk5eUhPz8fAPvsKz3pa2xsrMfCyK6uLjQ2NrL3vcAA2I9otVqkpKTgyJEjjm12ux1HjhxBWlqahJUFNiEElixZggMHDuDo0aNISEhw2Z+SkgKNRuPS99raWly8eJF974UpU6bg119/xalTpxxfqampyMrKcrxmn/tu0qRJHrcxOnfuHIYPHw4ASEhIQGxsrEufzWYzysrK2OdeaG1thVLp+idSpVLBbrcDYJ99pSd9TUtLQ1NTEyorKx3HHD16FHa7HRMmTPB7zQFL6lUo5Grv3r1Cp9OJ3bt3izNnzoiFCxeKyMhI0dDQIHVpAWvx4sUiIiJC/Pjjj+LKlSuOr9bWVscxixYtEvHx8eLo0aOioqJCpKWlibS0NAmrDg7Oq4CFYJ+94cSJE0KtVov169eL8+fPiz179giDwSA+//xzxzEbNmwQkZGR4ttvvxW//PKLeP7550VCQoJoa2uTsPLAkp2dLR544AFx6NAhceHCBbF//34xcOBAsWLFCscx7PP9sVgs4uTJk+LkyZMCgNi8ebM4efKk+Ouvv4QQPetrRkaGGDdunCgrKxMlJSVi5MiRIjMzU6pvKSAxAPZDW7duFfHx8UKr1Yrx48eL0tJSqUsKaADu+FVYWOg4pq2tTbz++usiKipKGAwG8cILL4grV65IV3SQcA+A7LN3HDx4UIwePVrodDqRlJQkPvnkE5f9drtdrF27VsTExAidTiemTJkiamtrJao2MJnNZrF06VIRHx8v9Hq9GDFihFizZo3o6OhwHMM+35+ioqI7/k7Ozs4WQvSsrzdv3hSZmZkiLCxMGI1GMXfuXGGxWCT4bgKXQgin25oTERERUdDjNYBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMvM/aSImygUzkYkAAAAASUVORK5CYII=' width=640.0/>\n"," </div>\n"," "],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"ed606d97405a4e289ad0e9db03d34587"}},"metadata":{"application/vnd.jupyter.widget-view+json":{"colab":{"custom_widget_manager":{"url":"https://ssl.gstatic.com/colaboratory-static/widgets/colab-cdn-widget-manager/2b70e893a8ba7c0f/manager.min.js"}}}}}]},{"cell_type":"code","source":["#plot the adaptation weights over time and compare them to the real values\n","fig, axs = plt.subplots(6,1,sharex=True, figsize=(7,10))\n","\n","axs[0].plot(time, Kx_hat_hist[0,:], label='Kx[0]')\n","axs[0].plot(time, [Kx_ideal[0]]*len(time), '--', label='Kx[0] ideal')\n","axs[0].grid(True)\n","axs[0].legend()\n","\n","axs[1].plot(time, Kx_hat_hist[1,:], label='Kx[1]')\n","axs[1].plot(time, [Kx_ideal[1]]*len(time), '--', label='Kx[1] ideal')\n","axs[1].grid(True)\n","axs[1].legend()\n","\n","axs[2].plot(time, Kr_hat_hist, label='Kr')\n","axs[2].plot(time, [Kr_ideal]*len(time), '--', label='Kr ideal')\n","axs[2].grid(True)\n","axs[2].legend()\n","\n","axs[3].plot(time, Theta_hat_hist[0,:], label='Theta[0]')\n","axs[3].plot(time, [Theta_ideal[0]]*len(time), '--', label='Theta[0] ideal')\n","axs[3].grid(True)\n","axs[3].legend()\n","\n","axs[4].plot(time, Theta_hat_hist[1,:], label='Theta[1]')\n","axs[4].plot(time, [Theta_ideal[1]]*len(time), '--', label='Theta[1] ideal')\n","axs[4].grid(True)\n","axs[4].legend()\n","\n","axs[5].plot(time, Theta_hat_hist[2,:], label='Theta[2]')\n","axs[5].plot(time, [Theta_ideal[2]]*len(time), '--', label='Theta[2] ideal')\n","axs[5].grid(True)\n","axs[5].legend()\n"],"metadata":{"id":"QycQmlm8eWAz","colab":{"base_uri":"https://localhost:8080/","height":1000,"referenced_widgets":["0e48c7579ea143b6a393d7c0ff91b79a","f1343522c2924156b361e77128a2d9e8","113909adc19d42fd9dd72add3f273349","6200323b8a834c4cb681f7f69f25b9b5"]},"executionInfo":{"status":"ok","timestamp":1720634211008,"user_tz":360,"elapsed":1043,"user":{"displayName":"Curtis 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","text/html":["\n"," 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' width=700.0/>\n"," </div>\n"," "],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"0e48c7579ea143b6a393d7c0ff91b79a"}},"metadata":{"application/vnd.jupyter.widget-view+json":{"colab":{"custom_widget_manager":{"url":"https://ssl.gstatic.com/colaboratory-static/widgets/colab-cdn-widget-manager/2b70e893a8ba7c0f/manager.min.js"}}}}}]},{"cell_type":"markdown","source":["### SOLUTION\n","\n","Run this cell instead of the one above to use the solution. Then run the simulation code."],"metadata":{"id":"gTTjhmd3NyPF"}},{"cell_type":"code","source":["def plant_dynamics(t, plant_state, u):\n"," varphi = plant_state[0]\n"," p = plant_state[1]\n"," xdot = A @ plant_state + B * theta6 * (u + (theta3/theta6)*np.abs(varphi)*p + (theta4/theta6)*np.abs(p)*p + (theta5/theta6)*varphi**3)\n","\n"," return xdot\n","\n","\n","def adaptation_dynamics(t, adaptation_state, adapt_input):\n"," #6 states: [Kx[0], Kx[1], Kr, theta[0], theta[1], theta[2]]\n"," #input; [error, x, r]\n"," e = adapt_input[0]\n"," x = adapt_input[1]\n"," r = adapt_input[2]\n","\n"," K_x_hat_dot = -Gamma_x @ np.outer(x,e) @ P @ B # 2x2 (2x1 1x2) 2x2 2x1 = 2x1\n"," K_r_hat_dot = -Gamma_r * r * e.T @ P @ B # 1x1 1x1 1x2 2x2 2x1 = scalar\n"," Theta_hat_dot = Gamma_th @ np.outer(calc_Phi(x), e) @ P @ B # 3x3 3x1 1x2 2x2 2x1 = 3x1\n","\n","\n"," return np.hstack([K_x_hat_dot, K_r_hat_dot, Theta_hat_dot])\n","\n","def reference_dynamics(t, reference_state, r):\n"," ref_dot = A_ref @ reference_state + B_ref * r\n","\n"," return ref_dot\n","\n","\n","def calc_control_input(plant_state, adaptation_state, r):\n"," Kx_hat = adaptation_state[:2]\n"," Kr_hat = adaptation_state[2]\n"," Theta_hat = adaptation_state[3:]\n","\n"," # 1x2 2x1 + 1x1 1x1 - 1x3 3x1 = 1x1\n"," u = np.inner(Kx_hat, plant_state) + Kr_hat * r - np.inner(Theta_hat, calc_Phi(plant_state))\n","\n"," return u\n","\n","\n","def calc_Phi(state):\n"," varphi = state[0]\n"," p = state[1]\n","\n"," Phi = np.array([np.abs(varphi)*p, np.abs(p)*p, varphi**3])\n","\n"," return Phi"],"metadata":{"id":"ZWr6BpZENzS3"},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":[],"metadata":{"id":"6QSrs3mrgMIt"}},{"cell_type":"markdown","source":["## Now using an approximation method- NOT DONE YET\n","\n","Remember that we don't actually know the form of what need to go in $\\Phi(x)$. So we need to approximate it with something. A common choice is to use radial basis functions.\n","\n","This requires a few code changes, namely to the calc_Phi()."],"metadata":{"id":"0nWk2w8ugM1t"}},{"cell_type":"code","source":["N = 50\n","centers = np.random.uniform(-10, 10, (N, 2)) #9 2D centers\n","dMax = np.linalg.norm(centers[1, :] - centers[0, :])\n","width = N / dMax**2\n","\n","Gamma_th = np.diag([50]*(N+1)) #learning rate for Theta_hat\n","\n","def calc_Phi(state):\n"," norms = np.linalg.norm(state - centers, axis=1)\n"," Phi = np.exp(-width * norms**2)\n","\n"," return np.append(Phi, 1.0)"],"metadata":{"id":"Pzef_RsugP1L"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["tspan = np.linspace(0, 100, 1000)\n","sol = solve_ivp(all_dynamics, (tspan[0], tspan[-1]), t_eval=tspan, y0=np.zeros(10), max_step=.01 )\n","\n","time = sol.t\n","varphi_hist = sol.y[0,:]\n","p_hist = sol.y[1,:]\n","varphiref_hist = sol.y[2,:]\n","p_ref_hist = sol.y[3,:]\n","Kx_hat_hist = sol.y[4:6,:]\n","Kr_hat_hist = sol.y[6,:]\n","Theta_hat_hist = sol.y[7:,:]\n","\n","r_hist = []\n","for t in time:\n"," r_hist.append(calculate_r(t))\n","\n","r_hist = np.array(r_hist)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":356},"id":"1dmWlOsmg-Id","executionInfo":{"status":"error","timestamp":1720629754419,"user_tz":360,"elapsed":184,"user":{"displayName":"Curtis Johnson","userId":"08792276826441947747"}},"outputId":"a21f5dac-62a0-46c5-d37f-b6e0e6c65236"},"execution_count":null,"outputs":[{"output_type":"error","ename":"ValueError","evalue":"shapes (3,) and (51,) not aligned: 3 (dim 0) != 51 (dim 0)","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)","\u001b[0;32m<ipython-input-81-9025029aa765>\u001b[0m in \u001b[0;36m<cell line: 2>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mtspan\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlinspace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m100\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m1000\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0msol\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msolve_ivp\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mall_dynamics\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mtspan\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtspan\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mt_eval\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtspan\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my0\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mzeros\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmax_step\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m.01\u001b[0m \u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mtime\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msol\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mvarphi_hist\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msol\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/scipy/integrate/_ivp/ivp.py\u001b[0m in \u001b[0;36msolve_ivp\u001b[0;34m(fun, t_span, y0, method, t_eval, dense_output, events, vectorized, args, **options)\u001b[0m\n\u001b[1;32m 566\u001b[0m \u001b[0mmethod\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mMETHODS\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 567\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 568\u001b[0;31m \u001b[0msolver\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfun\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mt0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtf\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvectorized\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mvectorized\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 569\u001b[0m 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\u001b[0mvalidate_tol\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrtol\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0matol\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 94\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 95\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mfirst_step\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 96\u001b[0m self.h_abs = select_initial_step(\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/scipy/integrate/_ivp/base.py\u001b[0m in \u001b[0;36mfun\u001b[0;34m(t, y)\u001b[0m\n\u001b[1;32m 152\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mfun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 153\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnfev\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 154\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfun_single\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 155\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 156\u001b[0m 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\u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 24\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 25\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mfun_wrapped\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m<ipython-input-76-47fca6c311dc>\u001b[0m in \u001b[0;36mall_dynamics\u001b[0;34m(t, y)\u001b[0m\n\u001b[1;32m 33\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[0;31m#calculate control input\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 35\u001b[0;31m \u001b[0mu\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcalc_control_input\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mplant_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0madaptation_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 36\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[0me\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mplant_state\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mreference_state\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m<ipython-input-78-1d37dce5f8a0>\u001b[0m in \u001b[0;36mcalc_control_input\u001b[0;34m(plant_state, adaptation_state, r)\u001b[0m\n\u001b[1;32m 33\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[0;31m# 1x2 2x1 + 1x1 1x1 - 1x3 3x1 = 1x1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 35\u001b[0;31m \u001b[0mu\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minner\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mKx_hat\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mplant_state\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mKr_hat\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mr\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minner\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mTheta_hat\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcalc_Phi\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mplant_state\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 36\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mu\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;31mValueError\u001b[0m: shapes (3,) and (51,) not aligned: 3 (dim 0) != 51 (dim 0)"]}]},{"cell_type":"code","source":[],"metadata":{"id":"uyKsOmaihnjH"},"execution_count":null,"outputs":[]}]}