From ba5d924ad036f53ffe85525a104d52665bf58960 Mon Sep 17 00:00:00 2001 From: Hanno Rein Date: Sat, 10 Nov 2018 19:20:26 -0500 Subject: [PATCH] notebook --- .../Mercury Interconnect Sept 23 2018.ipynb | 298 ++++++++++++------ 1 file changed, 196 insertions(+), 102 deletions(-) diff --git a/20180708Fields/Mercury Interconnect Sept 23 2018.ipynb b/20180708Fields/Mercury Interconnect Sept 23 2018.ipynb index b5c2a82ff..01be75066 100644 --- a/20180708Fields/Mercury Interconnect Sept 23 2018.ipynb +++ b/20180708Fields/Mercury Interconnect Sept 23 2018.ipynb @@ -2,14 +2,14 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Nov 9 2018 16:29:32\n" + "Nov 10 2018 17:58:28\n" ] } ], @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -49,7 +49,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -57,6 +57,8 @@ " \"\"\"\n", " Shallow copy of a simulation.\n", " \"\"\"\n", + " self.save(\"tmp.bin\")\n", + " return rebound.Simulation.from_file(\"tmp.bin\")\n", " sim2 = rebound.Simulation()\n", " for i in range(self.N):\n", " sim2.add(self.particles[i])\n", @@ -68,7 +70,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -89,7 +91,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -224,58 +226,21 @@ }, { "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[0.0, 0.2080083823051904, 0.22948764514892905]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "def setup_sim():\n", - " sim = rebound.Simulation()\n", - " sim.add(m=1)\n", - " sim.add(a=1,e=0.1,f=0.9,omega=4.9,m=0.001)\n", - " sim.add(a=1.1,omega=0.3,f=0.5,e=0.2,m=0.001)\n", - " sim.dt = 0.025\n", - " return sim\n", - "# calculate mercurius rcrit\n", - "sim = setup_sim()\n", - "sim.integrator = \"mercurius\"\n", - "sim.step()\n", - "rcrit_mercurius = [sim.ri_mercurius._rhill[i] for i in range(sim.N)]\n", - "#rcrit = [0.0, 0.2, 0.4]\n", - "rcrit = rcrit_mercurius\n", - "rcrit" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 28, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ - "def step_manual(self,algo):\n", + "def _step_inertial(self,algo):\n", + " dt = self.dt\n", + " com = self.calculate_com()\n", + " self.move_to_hel() # Mercury needs to be in hel\n", " if algo == \"mercuryhybrid\":\n", " self.mercury_step(rcrit=rcrit, algor=10)\n", " elif algo == \"mercurymvs\":\n", " self.mercury_step(algor=1) \n", " elif algo == \"mercurius\":\n", " self.integrator = \"mercurius\"\n", + " self.ri_mercurius.rcrit = 12\n", " self.ri_whfast.coordinates = \"democraticheliocentric\"\n", " self.step()\n", " elif algo == \"whfast\":\n", @@ -292,24 +257,63 @@ " self.ri_whfast.coordinates = \"democraticheliocentric\"\n", " self.step() \n", " elif algo == \"ias15\":\n", - " dt = self.dt\n", " self.integrator = \"ias15\"\n", " self.integrate(self.t+self.dt,exact_finish_time=1) \n", " self.dt = dt\n", " else:\n", " raise ValueError(\"Not defined\")\n", "\n", - "rebound.Simulation.step_manual = step_manual" + " self.move_to_com()\n", + " for i in range(sim.N):\n", + " self.particles[i].x += com.x + dt*com.vx\n", + " self.particles[i].y += com.y + dt*com.vy\n", + " self.particles[i].z += com.z + dt*com.vz\n", + " self.particles[i].vx += com.vx\n", + " self.particles[i].vy += com.vy\n", + " self.particles[i].vz += com.vz\n", + "rebound.Simulation.step_inertial = _step_inertial " ] }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": 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q3QvgDma+SER/B8CPAHjRfs9tMKwDuSkvB59ISYcC11FXQxwYqa3uwHTo8Ot/7p1X7Xq+49V/OLnvR7/hGWm7nbMK24EnGMxUHN8KA/ri/Thf1TrOex6F9ABgSOSXy3pfmTqElBhrKa1pBRZzZUwYEjlG239FbFnlBdIcKNdPoUgwhpQLi/ti+2IOcQQMMUTXeQITJ0IjIWTKYdc8bVUkUOSQI3N2PQrZ5LkdSXgsqbXQw0xuoqrkHEllKfKTv5ucx+vvCMJn5Osnmur7shRDTSRlHe7zQ34Q1N8FmT1GykdPPzM4CKX1TAAfZOYPhw7QqwC8AEAiLWZ+g6r/DgDfcgDnNRhmITdcmbFiU3UlRgl5ipxSUV/7z37vaC6wge957R+Nyl7xgtsr4pG+A3IT91yOrVpHfYl5or7f6HpB4TXqcSYUBoAB8aYdntJrUuq9jzdmRSRMWMbyOQUmIcve53FlmthADD8ICSnFJs42FVYMF8RVWJFBQyAqPfh5iA8GDiV5CdFBEaMQGkuOz8snkduTsGsKFQJNlUUELIewX8hIjA5JGfW+ILxB/X2kTJOPo3ItNsSzJgKFhMpzrtXFjyt9j+L3zXP5MBMeILE2DoK0Hgfgz9T7jwH4spn63wbgt1o7iOilAF4KALfccssBdM1wrUKUlCalddXVcvBpMG7LjOGZ8fyffsfRXNge8LL/531p+wf+i6cqRVOHEoMKCvf/aRUFlPk0uaGvqqdDg3Ij0zkwGUOW6wWyCuGu2LVIbDq0yKp8WZFdIEbkkCBHEgMlA44QjxAbOWDotemiagO5jZ5zODOow6DWvCYghBv4gNxngNG5MKg2kEQuG6qhAETy/RSi5OzWUYQdgpJUkEY/xM80hUg5qsxIaKBENLqOGHtkeq2letCTCKX8DcVohHQdgayW0Twk7QIqp8vyWWwksgAcshGDiL4FwB0Antvaz8yvBPBKALjjjjv2FvA0XNMQohH3n3yJdDiiILJIRsyM3mcjRR32u+unfveQr+Tq4B/++h+n7e97/lMATOWoIoEp9QWIyswaAAgPA/qGLvVqpdYKDcqDBDn95F3mtjyLsgr7oG+CHG58mvDAgXycC/b6RKoeGBk2QGmWhjrXJcSmc13w1GgjKpMiR6fya5DQXiQF7wPxRldj5wBE8tJlPg0pUETJCLZ0IR0OM4sUKlSIJn7+nQMGDyyjtJLjZFqlLn4Og2csmQvSbxFPP4QAsSa1pJSYG6SWbfN1uHipCHNdHARpfRzAE9T7x8eyAkT01QC+F8BzmfnKAZzXYCjQUld1OLD3Pt2YBy+j+7lptgCAr/6Jtx32ZRwa/tff/EDa/l/uuk09tWsCU86/iqxqAkukAJqtNwoNApFcyjCiVmF9j0xWHMhKonUDsjob0pgvgh+4ILE89im0OwwMchyJCOjcmNg6yS05TuPGRqQkuSilVEBcqDW55p7HZb4ndW0hT+Z7KogJ8IFEEciiA8Wpj/KSMZLDG+KExkI0y0ERDygZiOScg89GCyGrpJ7id0LC7KLishIOob2C1Hyp1AiU3bFKYUF/dw45PPhOAE8hoichkNWLAbxEVyCicwB+DsDzmPmTB3BOgyFBE9O64UAJAQJx3jPOg4O/+sffelSXcmT4wbs/CAD4B1/z5FCgCEwMHPkJfKy2yrKsjJr1EEjKuZxHkzAiqZuf/P2SY45lkHImNk1W+gauiYmFaLjMebmYzJG6y0Grqni8HxOQqDsdimwrsxhCLHJpHIkjk3suC9cwFPUQlVRWURRJWxMdkuVCrierqxy+zblBQvicwqBhTk4Ozzlkp8N4eTU0VUbZyCNqSqtzjgpME6Kgbyi4dbFv0mLmnoi+A8DdCJb3X2Dm9xDR9wO4h5lfB+CfArgOwK/Ep50/Zeav2++5DQa5sc0ZLCT0F+qHZRGkXM9g8VU/du2RVY2X//sPAQD+/lc/GXmpknwTkimu9I2mlcvqY7xorl5LmYUbXVk2+EyCkh/rxEo9MAp7eySj8GSfQ5E+lut+DYrEpK6oKnCdrwplA4f4pKg7cCO8yNlKL2otEWkkNu1knCK7wmQS2+49Yh/DeTxr8uCkpiQHJUqtIKdIOp3LYVXEMGHIX5V5MGaO613lUKKPOchRmVJSKVeZwoT5HHXocJPwIO3VK3+1cccdd/A999xz1N0wHGNInkqTEjDOWUm4T6srnbP6yv/tLYfe923B9/z1z4tb8vnqu8t4tvg6lyWhxTr8o5VZoeAwVlFSl6qcmbbJ6zbC+9zPzmXnm5CoDnnqdjuX+1FOA4VCfQppiqlcK0QJT6JqI13XTJn+vLIRI5fp82hVQxVJ6PyijBOTP0FBHCqEJw9xXfU51w8pOmyo/qLxLGW9+lggP4TUQybu+sJb3sXMd2AFbEYMw9ZBq6pRCLBSW7LcvR78KIRlZLUaP/r6DwMA/u5XPimWqGmYOL+fcg9KaLFz5Q1K1xMFV8+zp/NTQCPvNeQQY62skPJRjN2eszKLT/VekYW0SwCWfTaFaHVGlBVUM5SI7DyEV+HFGJ7TFv5WeFFUn0zBJ8YRcS6KugpqL6hLiLpq2P+9uqZB1E+8rqVWwTGEp40vQ/qcdfgvq6QYiU1hyGDikAeQXObjQ4k2e8jMM3IOyW0ddk7LYDg0aFU1FQIE4uSfA6M2WXhmPOefvvnwO77l+PE3/gkA4Lufe+vImr6OezCMeeLCfCH1krpSbSRi40xMuk09iwbIZ8WFbN5Y9npGBk6Ka/CZRH3M1GhXouTbdO5LwobskfJszVDiMA4lAlUoEeGmrcsCYaocHee8VO1+zOqKU7nkvZhzuTww5L9TRU4SHuX8AKL/pl61BYSQr1ZOOmdVl+U8HNL11uuv5eN5pMbmYKRl2BpMzb5eE9ZyGFLuQhPWs37kTYfc44cffuJNHwEAfOdzngjvCZ7HT/cACiUF5PFg+iY4ZYsnxyjGiY2md8pkwyhNHcwoclFCVkJioqKkXMbhieqQdvseI8U1DDkslo4vbPycHYiJSHMZkQergcreZ1eiqFH9GWpiKxVidjUO+oNmpboGn/uvFVuoWMz7mK4fGBGjnCMQfvwbsVLXYoBqPnCUDzK+UGgq/FhfxwpszyIvhmsagyKsXk3HVBPWbm+EdRj439/80bC+UkzIhyR8XDgzOvYAIaZyhoxBjmsQm+c4uLY6Xs4hCAt05nZ9tG236i7jooWMHH4LJOaTytCOU5mbMpBlCCX3sQ0pA5DL1PGywvUw5DJ5wOqHHBpNedY+D2APoW2OYW1W1xWOX6rPNbTpU91UPqjVtdXnEMpzPe/z8I/UH4ihCUWbALDb++IzlZCu/hPK+TT/6P7rY6X9TcKCAlNahmMPPTBYb2vCYmZc6Yf0g5GbgpHV1cM/e+ufAgD+zlfcguDApCJkpZ/YBaKuRk/bwOhmp8N+gDz1l0udiAoSJacVl64ragEIJKZnaOjctNtQqytSZSnXxlr1+OkyIJXpEKEua4UIazVYqFmvc3pRyTEVaqZWnqLudEhQOzF1+E8rtPz5Z+Uqqk+bQ1IbxWDxsTkEaDtM14EpLcOxxjqE5T3jshHWkeGfv+1Pk4qQHGLv/eiJvVxyJf+dPJeEJepKKy45XtpMZfFcWnGFJ/hxXVHocu6yvFRMLXWVVWLM0WjV4zkO0i1Vfl0mr3o7X0dWQdL2bkMNtpQYKyUnn2+e3Ln8O/QDF9evVU/92SRFi3FZ/nvlc0mpVnnJ3l4p4FrlrQtTWoZji3UIa/DByi47PTO+4offeNhdvebxL94Rph/923c+IeWfCtVVqSYgk5B2FtZ5LlEQQFZXzACTUguFsgg3bz1rQzJbMOAHpSx8nlVjSh050kpGBlmzUj0+mUvkeI7qZOnLMgJh2fs8wzqyE9E1FR6n/Jl2CNZ1Ja+UZrNAacRIphOtxtTxwFj1iHEm1S1UXQyfQqvlsZVdQojakJHyV8oVKu2vC1NahmOJeq5A/RwmT7H94LGsrOx/7RVvPOyuGhT+xTv+LCxH4XMuKDg5y6dsnfsoJiWuHriZeXQsEOe/G+VJfFIL+iZYKwNRJqIK63Ktjsq8VqlikrpRSlL6pg1DQAibyTRIUpbyQlyWyXVoxeV9INOpulqJMSP+LvL1S76qVmOSb6vVXF1X+qDzWLp+Gv+o+hw+k7aSqlX0JjDSMhw7TE1uK/t8VFoyEwYQfmRGWMcDv/DOj8dwWRx2EB8y8k12PJ5L32QFrOpxCtHF7wOjWOgyzxJfhrH0DTkTQDZx1GG3XhFCvtGrsJe6SQ+cb9RyTB+voyTN6ZBiYZZohBSLcOdQHl/XLcJ0VZjP++zQK8iGa+PMOIxbE1f9sLAcPDzGdaaO09dWP4ysAyMtw7GCJixfEZbE8nvJhagf5ZcbYR0r/Mt7Po5/+c5PJMXlfVzt2XO0iQdoEtJ/zxax+SGP3UplipiATGTZdVjfuLMy0SQmKkaXD8M4zyPqqFZCsjKv53liETIrB8VnglxWag4oVWXhfmzUFfemQOfOdH/lAUI+N18RqiY8rcj0e72/fmCo6+h+6r9rTYrrwEjLcGxQ56302A0fc1d6nkHBnS9/wyH31LAufvH3PxEG5A6l6go3eD9JQnXkKE37VN3ggmuwDj3ldvUxnjku9yHnQrTJl+GqMG5KFhAtiVSMDXXdQSkZrY5q5QYgWO1Rkc1QztEnx0j4sCYVqVuHCrkqB4IS0tec22mpqHYbosiKzzmSfXl8/qyFuFrqV6NFcHMwI4bhWEDnreqxV8nOLnXjl97Iajvwi7//CXzLuceAEPwYoDw/H1UzvTNCjr5Yc0uRWPjTxxt1/J+8IyJVV9nXPQMurjYczyPLz3sZwItw0+3c2CAiMzbU1vMw8wXQ89gE0Q/cMEyEd4gDcPMxYlXnkS2eubS1dy7f4HX/xGiihxIUyoi5MGRAmVtKQ0Y5+76YKzSRaePMUNWX9jQvaRNHaofLdjZRW6a0DEeOVhhQwMy4vFSEFeIvRlhbhn99718oS7wPIS/vi1xVIqFKHdWqq6XGwo3ZF+TGnNvlYsAywrlT3dxQYZ9PyomLgbit8GFJEH5UJmaOIYX3SjNHujZ1zjokCFSqqVBk6tpUG7V9Xa53qD8PLs+n1ZHOeUk7oiRb9VtqSlSchlZhm0QIjbQMRwod2wfGTkGtsORHboS1nfg3f/AXgbBiaHDgQFyDJPJnSCiXxzDhyKXGBTEBSAOGE5HpfFeV30kzd/hMYinkhrGTT8KHI2KKhCBlKS/V88hlWE9Lps85zpllM8uU8WJcPs4Z6dBieU2Vk1I/TPCYmGTqqbp+/jzH6mmo2pDjajJbBSMtw5GhlbfSX/Qry0G5mMKTqhHWduOX/79Phhs7S84nmDN89TTfIiHtJgQyCRXhQ1/WZaVigEphVbZ4TVbZqZhvztoE0cpVDUPuX2layMQnZb5BBtpyrwmydc6WIiv6UqkYnWuq81ihfEw03mPkCkzbzKM8lBhdBHV7LfILfR2XzcFIy3BkqMOAmsCW/VAqMFNYDxu8+t2fjIn9OIZLiEuHnSZIqMbgx2rMV3Pi6WERY5fbhIVemuUyfKjHRa2tvKqbfWhHKS9FZnqmC2lfZuYYq6n2eK6WOpL6LRWkQ47lOcazkmjFJ++Lv8foQaNNlKM6NrjYcNyhnYLAeFqdXn/JmXHnDxlhPZzwmnffhyE+qIR/Pua6fEESQKmOinJRUyMSKolG37CBaYUlx6e2tZpiHpHenpUX+9GNOjkTudX+mAxD++O6AAqXX1met3U7LUUUCHfcBoDCJCWfYfHZrWF/1+HHTWGkZTh01Hkrr96Hp2817oYZz/wnrz/sLhoOAb/2h59KYabBe+wOQxgDVYS2yhu5oL7Jpu1WWSQbjelByjmXVt/YU9uNgcPrKi9RL/V1TBkvZAaKun3PXIQcpa1UXj30aYWXylU4ryauYZj/vEdGC65/01D1uX1MFX5cF0ZahkMFM1c/gPEaWcWPZw9PYobtwWv/8NM5txVfl5G4gJKENJHV0G42XcbqZlqbNCYVllYkKm+mx4Pl+pspr9ZYLB3mS/1boezqMVRyTdrQMeUiLMlJXau+Fq7D9yX5tdTZSE1J3Ub7rfOvCyOXP13MAAAgAElEQVQtw6FiFAP3+YclCXqBhQWvDfzf7/l0CBFGxdX7Abt+wLK6o6UwXaON1vx2zOWTvFY7ol6KuoVlXt3YvVJeVZivVmpetT0iG7TDfC3Le0k6VftNFZjLR9eLcf3C4q5/c5WZYo6YSpJrhWpzuW6/xiZjtAAjLcMhYiosKGprsLDgNYs0hiv+Ww4DdochEEYEMzfDSZpI6jZHZdV3sAhDVmFCKa/Dh6ntQqWU0YJwrry/Nc6rNR+f7N/EwAEgrWOl66Zy6XN1HVOqqVZf2phRE1POTZXvW8en9v34mjchLiMtw6FgKiwooZR6/5caYV1T+HfvPZ+IS1yFSz/gytCncTy1YgDGyks/+ddlqY1afU2GENsDkL1yLBZqJ3RurLzWCPPVYURNjrLfTxg4wmubBGpCKKzvFYlpY0TLmJFIsVJLo/xXSxnO5CTlHOvCSMtwKJgKC6ZX9a294wd/5/A6Zjg2+I33nQ/2d624vMelZY/e96leoYKqNlKYryoDyhu5Rh1ClLb1V7Yor6zxuXxMlKE/ZRuyX48BK85RHS9oGTiYSzNFTaI10WdyKtsBRCVh1Fbap8N8xUNB25hRvB8ZYTabb1DDSMtw1VGHBeXHNKjw4IZhbcPDFL/1/gdyqDC5CntcXPYFGY0zWLG8QWRAg8jmcjHq3ZSqq00cI3LQBo4q9AdUtvSKgFpqKp1jRD6VG7Gy8zfLi1n2y2ucOqY2SNVqbqyAx+HZ1qzv7b/WPIy0DFcVddgPUGsJsakswxh3/3Emrt6HMXtL73FhuQRHNph6Sq/JAxirJkidiSclP2U2qGbNKOpnllPl2cCRy/JDWq38ahVXk4IcX/atrCvbteW+bq81K0YzZ7WCmDRqNaWHLozb4+Yx68BIy3BVUd8sapegfhozwjIICmNGVFzLYcBDyyV8XF9kLk9ShuLQrl/ntjBWNHl/KxTJ+UbfUFP1WCWBXkdL970VypNja1dtaJ9HxJf6wJgoH58nnX+CGLVKHQ80LgtGYcNGWLCmMnMPGo4NWipLwj76vdQ1GAS//YGHIKsca1fhlb7Hg8tlMiVo918NceGl9zVJNMJT3KjLjGKpkCJf1cg9sR9/r+W4MN6r7AdQEtA4LDdBZo1rknO2SA6YCf/Vzt6GEmvtq1Vbq5/r5Lc2CRMaaRmuGsZTt3CR38pjTtjcgoYRXv+hC4m05GGn9x67/VCECgE0b3m+EULUDrlW/Tq3BUw/UIlbsHiPrMDCdnHyVL/eXxOQDknm9vN+WfBxHTIrwo91iE+OxYxSXUFMq8KELVJqTeu0Loy0DFcFrXCKOMME8kMwwjJMQW6YgbTirBnscWUYcHHZx7L2Ha8d5pt2C9bf16lwmg5xNckh/S+3DUyvH9UiID37emtAsr7nl+aL8Xpgst1SkXp+w1bIUC5ltM+XZD7OW1dhw32qKw0jLcNVQUtl9VVYkLn9NGwwCN704YtgZMJKimsYcKlf4qHd3WB4qDBpb58II7Zu6AAm58abGgfmeWy+EPLTSksf17LWA6WVPbXfmES3bqtFjFoR1YRRDuAujykcmzOf5ZjwxqS0Kky4Loy0DAeOOj4OjGd1F4fTM3/IVJZhHukBR4cKmbH0jCvRnDH47Puuw3l1mG8czpquPxVma5WHtnS5uok3iASKzFpE03IShu15MpvKc03n98prqclnnX11f1vv9efXuq51YaRlOHCMR7tzsdSI/OgtLGhYB2/9k8th9hRk80RQXGGqp91eiCvPnNFCyRdclLes3NysOzGGS+XKWu4/NMhMxBeA5iwarXxV2F/WzdsTg4xVKLMulwudMl7U0zIVRMSN33rV35YRq/g77CHQYqRlOFC0VNZytMyBhQUNm0GIKv3zYof32I3LmlxY7qJvTBuewnNVWXidCiO2Y1dTxojQx0a/VU6sde5i5viCUMbnEGJszZEY+twur0OD+Vra/dPnal+nkHNLtVZ162MbH5JZ3g1HiqbKqr7Jg/cWFjRshHd8dLdQWfkf0PsByyGYMy5UoUJBc6LdKusyFxbLdcYKCyidhyUxZAYqZtFAgyxUvcnxV6l/Y5U3SWazRNsO1bXmJdT75kJ8m77fVG0ZaRkODC0HVt9YTG6vc44Zrm383p/uFiqrtMN7XOnDkiYX+340O3zrxjhrZcd0+K95zOi9UiMtY4QmszqcWDWox3K1FFMrh6W3eaI8tNluByiJftVYrWJfY7qm+v0qk8YcjLQMB4bxVDltlXXny99wiL0yPJzALHmR0pzRyzpccUkTrbhSqG10oxy3revX+5ohOxV6nCKSoh1RZg2FFY4LJ2qGE9F2DM71TQ6cJrl2/4Ayz1bvG5kwNlBXzOPPZxO1ZaRlODC05hgsfpvMI+VlMGyCd/7ZEl4RloQL08rHg8dyCDmuh5ZL7Pbj2eEBrULqm+uU/bs98Bioxn0Vho4xmaEgkolwYnW8bneKfIZGbkyup0XaWjlOmjC4vp7yOib3rfnexmkZjhTjkEA5LgsIoUJTWYZ9gzOJyFO7B8exgB6977GMcxVeHPpiBeTWYOOq6eo9N8vz8dM33haZaWXWaqd8yFNt6dBgHU6swp9TIb91tqX9VeqRG8dd7VyWwEjLcCBozuRel004sgyGTcBiY4gEEOYhlPyWx+CBwQ9pyqeL/bIkrplc1tyNdCpk1yxfg8zG6iNf0zrnBqqZLloGkRmimlaI7WPS+VoKEuVnMrdfv9+L2jLSMuwbo9VjuUFYg9/zk5XBoHHvx326uQt5ZQKLoUIfwoR9fL0UiUvnfwS1mqpv4JNzFVbre+ntWTIrFEubAPJx8wqsbLtdNmXC4BlFpk8xa7qo1VOtZFe938M9wUjLsG+Mk7Ljsp4tNGg4OIja4rjGVfovKojeD+g5mDMG9lh6j4t9j92hb7c3c/csUzncLJ9qa3zTnshxYVqBSb1Wu1N29ukwpDrfnKJa0ybfJNC50OOK9+vASMuwb9Q/Dh1CAFAsu2AwHAT+4BM5lDZSWz6ECJOzMJozltFVWBNXrSzmDBj1cau2i/oTOS45TzFrRiMHNp1fmibJqf60bP2lIpvp+6YkVr3fj90dMNIy7BN1aNCnJ9+MgRl3/pCpLMPBIt3sFHlp9eU5zwo/sEc/hDzXxb40Z4Qm2mGsUShRkwwmiKhRXx9ToxkibCiwZj9G58jbU2tqzS1BMoUphQaMx3ANPE9K+1VbRlqGfaGdqFXvTWUZrhLe/RdZJTGQ1RYCEXjP6SFq8BzDhR7Lfkg5LmA+NBj2V+/XsA/MqapRm0rpNQlsYhLeVlvr/tTS+WZU2Ca5rKn+rPM+9Gf9e8Ri7ZoGQwPlFzt89Ubr+BhnGa4mlOoAQZEAg4kxMMDIa1ahA2iQykDnHMAAUdVslUMiVBVaXVmZG5toh9Ur5XMi9rnuG1D+tlr98x7onPRLtcuYvBLPPLkvnUO1pY9zqpN1f+r3o/ob3COMtAz7QvFAyGWZkNiX2TyDhqsEfTMmYDyLQ5RiAzGYHBg+KhcC0QAegFPosOO6cbuT58wn1YRSK54W0RTtxBu59wxqVW6qIH2+dj808WiyqLfl2JpA9Lk0OY2udeb66utf9XlsQloWHjTsGfWA4pEBwxSW4TAgYcEqVMicJ7IVg0Z45TSOa9n3uLSMdvg1Q1Sbfq+nnHy6+7pua98qg8Wk+WOiztz4rfL80yHCvc6IQTP9XQdGWoY9o1BZfhyLr0nMYDho/MdPVvkZTWCi/DmaMxBmhR/EmOFjjsszLg89+qGaZHfmpqyR81DTUz3N5ZDqus1z8rjuVJeEvOs21s19+XWve4bE9vJ+XRhpGfaMcvLO8lVIzBZ6NFx1KJJKSkvKvXK3MfLsGR7RGh8GI+8OwVXYN5Y1KU7VcA2q0810cQUpTdVt1WkQ2CZomjkmiKpptJrYt9/368JIy7AntMZm6XJzDBoOC1y/mQoVRuXPkbyWcQCyhAp7P+BSP2DwLZP53pXBXDvNSIRWiC03oa43QWAbb+t2ZmZ3H3dhDyHCRg5wExhpGfaE8mmsVFytdbUMhquF99zXUFnASIFJhaC2ggKThSS9hAvjCsiDHyas2Y2yFSG4+XzWDClNnHAqR7ZOKHDdEOE67Tbfb/jL38udwtyDhj1Bf9V89eOU93f84O8cbqcM1yyKGyuQnW0e4dHchzKOb+PsgPBMYacPO4NJwOESBpxeEFxXugr1+Up33PzNd8o9xxib8KRuva9la59sd6J8rn+FU7BxrrWOk88wvq+dieJs1CHGTfoJmNIy7BGFukqhwfE+g+Ew0FJZI6WFXCZLfbDnpLYGjhPtylyFQ58WkgTGbtnydO2wm3SleL9OLqtVd0Uua111NZWTWqetqXPvFXu5VZjSMuwJ+YuvErPVe4Ph0MDqRY3bAvLTv0f1VM/xBhwJC47Qe4YDAxgAMC4T4QwRiMbP9+W4p/awpav2a6gIrBjIu8eHxnXVVX2xxecgyik9wGJyrNdeYUrLsDFKlVWWm8gyHAXe+xn1plZZlVop7PA+2+EHDuO3Qn5LXIUDLvY9+JDXgluppMrKzeP2ZcbYQF3t9ze/KbEbaRk2Rj0WS8Ncg4ajQm3GSF9FjkvHS2iMc5nOx6ZQoQ+T7craXGE9rr45ce3qPs2EDVc95O3hp7TOz++gzRiN2tW76oDRdFnr9UFgpGXYF+qQu7w3E4bhSKBVFspcVtNNiHIQvOS2hLBEcS0940rfTyigq/CgtkH+arKJDclpbXW1gnTWeb+fCKHltAwbQ+ezNOYS1QbDoWMiz1WHCyUHI0ubEHdhPkAXByATgAHw7NBRj5OLnQPoWpuIWvMKXk3MnabsD/bkLpzETN5rFYy0DHvGKJ91dF0xGEaDV+t9ibCoNGmw2OKjKYOZQyiQg1feMYHZg8G4PABEhBNdvnWKatM3+LTd7s6GF5Ybac20fhDmhk0gnyOtMmPIvoYZw9Geop8AjLQMe0CeyqZdbjAcKfQTPFCQlOwvbqSUyYscounChciBA5xnOGLAO/TEuDIMIBB2um71TO4zhJJTbvtULWueb70+caGC9oLmjPUrsMkjr+W0DHtG7SI0yjIcJd5/Pm+PHIO+YdSQfToHlrYlxxVNGT64C2WS3cvVGK6DxuTz34pc11QbV/t5ctz+1TNjmNIybAyuXgFTWYbjgWRlV2V5bSmAqoerNPOEOo4pvPfwcCAMMfTteAgT7MYGLw8DHLk9KYvjhFFoD5nA58ZjzYrDFWqtnjljExhpGfaE8YS50/sMVw+LG+7FyUffDdo5Dx5OAyBQdxG8vBH9Q7djcd37xvsmtuU2sk7d+lxX7rsL/QPnjupjGIOrzTpEGHckF6EYNaLS8mA4EBhx6iFieO/gXLDFD56xpKC4TnYdXGPw8eh0G+SeNs2FbRJi3C/FEtFqadRyDNYnrs0Ya8JIy7ARpgipVF2H05drAQUpNYiI3C7IhTAVLS6l4+jEeezc9I50oyj2TWzLX3GduvW5Tn3uq8GPeS3AO0dKapM3exUGBKEkscplmFVXCCYSO3gmkAvTPfXeAw4gDyzjB3xqQVNnPpaYM05MHnPAhg9TWoZDxXjsRS545g/ZGloHgcUN9+LUY18LcksA80TUwqE6ygigbgkg9rVBavjcV199taZyU5pDKO6DemXkOnq/R3C3iUsuKK1AZgMjqi7GAAYhrM/lQDi9U6qtvUQcNjJlbCjHDtLw0Zrkt/i8iVY+vK6l2Bow0jJshKnvmImrg8fJR9+dCEuwremTlYpvitj2Q2Z1iBBICkvusZJb0ZM0CYHJXIWhXmBDdiEUTvAh7+UBBuEKBnSutMIfFXgfRntmwLlMJpNER6tJcE5J6aEHm947jv4TNmwlzIRxsKjDgFfuuwu0c371gQ8jNIlNk9kaBDZ3u9ZGDEI0XFQVkhgjRV5DGGhMRIGw2IMQ2IscwzFhYI8r0ZixcEdrytYqp0UsRLTSebiKTFZRYgol6pxVi/v2ILYOhLSI6HkAfhJAB+DnmfkV1f6TAP4vAF8C4NMAXsTMHzmIcxuOHvUgY8NmaIUBTz32teDhDGhxcc/tHvag06uFRGYVgRX5vUho4HPT4UEFTWAj8oL6TivyCmOYGMxdCA1SmPIpzKVLcES40vegxWJyHa6V1xp7svLPdgz+rqu+X/sc7jWJfZMWEXUAfgbA1wD4GIB3EtHrmPmPVLVvA3A/M99GRC8G8MMAXrTfcxuODvVqxbn88Puy7WiGAd0SN/rLOO9PFftGsw14B/anmjmiq+4epB7kloeeOwMa+b1IaH+JV8MNN2Ln0u1Ynn4ffHcebrgRZz97F85cCoRWL0+SBhtX59DKK8sugu8YDiG/FXaFxSQ9M5beA0OPhRsbMw78c5ojjBUKhtaRUg0HYMoBEq18QF0nZ0VEoA1n0zkIpfVMAB9k5g/HTrwKwAsAaNJ6AYB/HLd/FcBPExGxPZY/7GB/0M0xFQZ8oHN4+Sf/HC+76ba2e3CNcNmVv7xavQ6YtNwXZHh1FF/dprz3i/O4ct070g3WL87jwZt+BQ/d+OtgdxFuuBEnLt2O3Uhq3XAjrn/wLpy9cq4kMJ1z4XwO5uAiJBfyWT08FszoPQHOgzzhyjDgRNfhKCQRIYf/9mq8WEclrdPyXDvvfehN+N3zv4QHh0/j+u5mdNd3j1ynbwdBWo8D8Gfq/ccAfNlUHWbuieizAG4G8KkDOL/hCDCV07LnkM3ByxtBJ8bE9Zh+wNdeuIjv/MzLivKrTUSboH/g3EqTxJEQW92W82CE8/jFeVxWpDYszuP8I34Fn+VAap2/EY946C5ct3suKFtJUTHAMaaY8lvwcHDBkEEclzvxuDKEUcsndx7GtoHqM27lz/744lvw9gd+CQ9FYvryR7wETzv7HLz/wpvx+vt/Fj3vAgAeHD6FnUfuPHGd0x6rT5SIXgrgpQBwyy23HHFvDJtgZbjBMIkr992Fmx77y7isEvinvMd33f/wMGLsh9iAq5SXmyG1oTuPz9zwKzjPvw5PgcROXbkdl0++D4M7j4W/EY+88jw8ov9iMFyR34J3ABiOPHY9oxscdlbkt1pqaPKaqXiZbWP+nCuig+uE9uLrBy6+Bf/hwV/GQ/7TuK67GXde/xI89eyz8f4Lb8YbzpfE9Pr7fxYA8PbP/lIqVw2u5WA5CNL6OIAnqPePj2WtOh8jogWARyAYMgow8ysBvBIA7rjjDrsFbgnsD7U/9A+cw/ctfgY/9cgb8ReLDo/pB3zX/efxn1+4eM18tlPEpskMqPJ5V9NoQh6eMoldOJ2VWd+dx32nfw2Xdj+CSzvvQ0/nseCbcL1/Oh5y78WS7scJ3IQn8gvwucOd6BytNWPGxl3c0G6+LrF98NJbcM9Dr8JD/tM4627Gl173Ytx2+tlF+XXuZnzZDd8MZuDNn/059AgE9NDwKbzxs4GYfu/BMTH1vIu3fzaEBPeKgyCtdwJ4ChE9CYGcXgzgJVWd1wH4WwDeDuAbAbze8lnbiSlFdQzMTFuN5z8UbpBCXD95041gzuXXKjSZzc0OAjQMFlcx3Mi0xIMnFJHR/biffje938X9+BD+DR7wH8Jnl+/BZXwGp3Eznt79DQDAe4dfwyV8GqdxM56x+EYAwB8Nv4pL/Gmcppvx+YtvAgN4T/8ruMSfxhm6GZ+/80249eSz8NHdt+E/7r4GF2P5F5x4IZ506ln4yO7b8O7Lr8FF/hTO0KPwhadeCEfAH1x+DS76T+GsexTOnX4RPu/Us/DhK2/D7194NS7E8i85+2I8+dSz8KHLb8XbHnwlhkhCF/yn8JYHXom/3H0/PnD5TZmc/Kfwps/+HBY4mcoEPe/iHQ+GkGALksN6cNhbdogOgjuI6PkAfgLB8v4LzPxPiOj7AdzDzK8jolMA/hWAcwA+A+DFYtyYwh133MH33HPPvvtmOFgwM5ZDWNFVsBx8Kh88486Xv+EIe7idWNxwbzNEeP+ff/PxmtPvmEIIze0Et+DOxduxPBOMFvCnAbcLkJqV/aBJbQoj630wZzD6lWUEgldlHU7g1u7Z+MjwlkQqqXznOfjI8s1F+VQbTz7xXHxo902jNr7i+pfiXRdehQt+TCYEBy6GYK8CTRLT9d2j8OWPeEmR0wKAD37fB/2lj1xaOVbgQHJazPybAH6zKvtHavsygG86iHMZjhfkoWfbZ7o+apx89N0FYQHAZedw8tF3G2mtAVFkn3dWpWLuz/svn7kXF2+6O1ngV5LaQWFkVhifY6qslhMDdvHh4Q0j8hiwiw8vXz8qn2rjA7u/02wjEFZbHW1GWMB10XRRE9OCTiQzBhEK9+DyM+/96DptHysjhuH4Y46cLOC7d0zZ3q+1WTH2i6mv4KlL53BaxmlJ4WeRpmm6dOZePHRDIDXyp8GrlNlhKbUKU+SxCalM1b0Qc1ibKK2TdB0G3i1ChAs6gTuvD8QEIOWwtHsQAG6/7jl4+nXPTce9/cGnfWad/htpGQ4Mku96xz/4KgsRbogp2zsAnH3yK47f0h/HFdVA4Sm3XY0zl87h9MVzgcQccOnUvXjw+rsxdOfR+Rtx8srtuBLdg52/EaeXt+PCyXeBSQ0KPwRimyKPTcJ3U3XPuptxx9kX460qpwWE0OFTTz23yGkBgZye/YhvBYPxew+M3YMA8LSzz8HTzj4HzHxg0RgjLcPGcBNuDBNae8eV++4qpnISECFN63QZMOLaFFy8jGd2nzjm9OVzOHP5XJxzMNa/kJUZEXCqfyLOn74bvTuPBd+IM/3TcXHxXvR0Hjt8E673z8D93X8oiQ1ddPZlFXfYOa3bTj4XH7wyzml9ydkX47YzzwIRCpfgHdE9+JgTT8M7VfmdNwRyYmbcdvrZ6NyMm5Fo5Gjc68BnIy3DgWH8tTSsi/6Bc7gMJHfcaLYHt7T81kFBEVn6xtKMMFKT7OoK1++eww19GIDcORdn0PgGLDoHRwQHwnWLJ+HPd34DSwQb/JPw9ejI4U/wb2fdg1+w801gBv5QuwdPfBNuPfEsPGr3qYV78AtPvRC3nngWHr37VLz7ymtw0X8aZ9zNOHf6hWAW92AI/Z07/SI8+fSz8DknnpZyWGfdzck9CAC3nX42bjv9bBCFB1Tvw/waTzn7bDw1hvYAJJKSqZg0WqJqjyuRjNs5rs5zcw8eXwyecaUPT4rMnJyEy8GjH0LYwcKDe8d1t7+s+aNnxvFcJfgY4dYz4xujkI0QFKkdIg7khirhwaSonDqOyn96ekHnCAQCOUJHDo4CkTkQiICFc+hch4Uj7LgOO53D6cUijd8K56O8Hb8AOqwW+lJue89hKZEIrXacQ1r40rmyfddovz4+kRbzqI26bk35+hxFWz7PM1grs2//qqe9i5nvwAoc7Rz6hocVzD94MODljc1yIsDFUOHihnsPuVfHH7eeRphiCUgT4UqOi2XyWzUJbvP7SuoYlMeN2lWHMXNcc4vBkOmcGAyv2mIMnjGwR+/DUiYrp4pVd2hNGGl75ke3TvjNzYT0cjur21s3X3UQaS0jLcPGUA+YZbnZ3g8EV+67C+x3JveTW+LU577GiGtTaOLSxIQy1yV106smvbo9RrVD1EQo9B7wCEplYA9GIDPPjN579EPDZl+M65r/TemfXDMk12hnFHqePUP7dz0V/luFpBr3casw0jJsjNkvnPHWvtE/cA6X//wb4HdvnMwBELEprg0wZ7poKrJWAxXRpeMh5ZmsOCqtEHeM8xJymEzXR8Xl04B831ZRqt9T5DR1Xck80iKcisBy3XYbrX3Nc04cO9W3vcJIy7AxiGhSVRFWr7NjWI3+gXO48KGXTYYKAVFcr8bZJ7/CyAuKdCoFpUlmrfulss1PfpMnyUuIizNxwUfiYiCSlvwbwLgy9GBu2NjXUi6r688tpDw/f6HKj63oi+ThVpFoaHd/MNIy7An5CbD8Csrbt/5Pz4Vh/1gZKrQ8Vxs1W1VENAoH1qBc0dc5LKWuqqL0xrMKEXIIEQKAjw91EiYMOS5gNxqYxmqnkbtS245cVkoTIcBVCkjIZl4d0Ww72uRR96XZloUHDYcNN6m0LLd1kJBQIfOK3Ea0xBtmIB9hRWSTIUF9KE3XLfNknE7FMRwIUNqWBSS9H5Ti8tj1A3pfqa2ckJoMH05f6nQOq1VO9TkaocKSCCd+/zMRGI3aObjJLcNIy7AntB78jLCuDvoHzuHyJ144q7gAgHbOX7Nq65ZT+x8hKETDlbJqfaPHBgzZgaiwSN4mF6GoNtFgaZsZAzN2/VDIt3VNGKtUUqHGJglsxblAk+G/+tC5cGTZ3up6LRhpGfaE2S+m8daBYz1zBq7dMGFtpqhUUbCcz5gsWmUt40VdV0iucB6yym0hrXKcw4WsLPAhx8U+uAlbYUItSqbCe+X71kVK9ydCiLWSmlFnq8imjsJM5tr2yFpGWoY9wSnWqm2se/0yGuYh5ozLn3jRpOoyO3xA+gquk9tCxUUNYmrb21WVRuiQ46BcBoMYYFB0EeZyad5HxbX0cYC+JpCCtRrXiPIhskU+bV6uyGViX9lew43YCCXOGTea/bPwoOEwMPXlke+fmTGuDnKeq73f7PArUBGaVmaoiYkwuuO3CMqpNqN3sKjv1Xsf90tOixnw0QI/sMdyGIrGKSS18jbG227KMp9IgeZdhCvcfxp1O2PyK0OJ86FLarYxe/61axoMFbr47a2dhETUfrQzHBj6B86tYYe/NhTXE06OBVUL69xEUzsNZTVSD438V2n2ECWlwoJcb1NyGqZBx+yxu+yLvtZ5q3Foj0bl4ThFbDPhv3IKqWpfnbNa88c95SRc1f4qGGkZ9ozZEICx1lXHajv8NaK4uPxXKKfx7hH0N9VVz1uawNbKbUFVim5CzxznGAzOQV1fBiTLOXx0F/ae0fc5TFg/CK4TYhuRDbnJfbl8bJAYkw6tdc5J40bDSXV58W4AACAASURBVGjhQcOhIEwSWlthA8TS+ubvec7oOMPBYB07vA1Axpi1JowaAEa22NEn21BgrDeK8GA+WtQUAXFKJwYoqivPAKGwwPcSJvT5RMUEtI1wINV1Zohtzt4+1UZ5/HpYx0lYn3Nl3bVrGgwVZGaMdnLWlNZhYB07/MN5APItJ6f3zbvoMiSSVzsPJw+Q46q8VhIySeFxo76e6onSicKLDy7DqLh6Ziz77CZshTdHyqZ4gGzktjBNRPV5WtA5snVCies4Gy08aDhUdNWTV4qtox1qMBw8NhmAfK3kuWYx9THVocEGeTVv6lPOwhgeLE9McWqnPBu8EFkYW+wLxbX0HkPvZ/NWrb5N56w2C/+N7OtFjoyaJgwNR7R6CqgNUwlGWoZ9QazvmqzSvvjmjX/v2Yfcq2sPaw9AfpjluUbjsup8lmxT5BTK74Wk6lsm1eU6pIixuVDDV+pLxnvp8KCEENN4LeTJdZkpkxmHteuWaib40LeSOIp9a1jSu5nwn7TXCte1VNV6Y7vWy4GtCyMtw74gcfT6CS9ZaNdYr8dwMFhnADLw8FNca934WnktXxk02q6BydCgNJvqqb6kcVjVDBcSHKTIoqzsh2HbhxyXchMOzFjuhjDhug7AuRzR2nb02treIJx18l+h3/JQu//7wWLfLRiuaaSn0vhESXFDXm2g8eGif+Ac+gfOYXHDvTj12NeC3LJZTxTX5XjMNuIJJ1bXoZw2mr6pivJSKokoF8+Cy3pU74vSSgXNVV4r/Hg8A6DwW2EmgPLg44E9OibsDgM6T9hZuKQep1RO/ZzYIhb5XOYMGZ0j6OkQp0KBLl7DKmt715BIe7k/mNIy7AtEhM5R5WzKkHILER4u1ncWPnwUl8asCWMiVJUr5IcwPQ6reECjsn4zfKhIUaZ1YjCcGpuVFRcK+cbweWZ4UVx9qJ8Jsh0mFFdv6xqT4mnkmlrKzU18VrUBpBVQGeW3Kmv7Xp9njbQM+0b40uofCjVfDYeL9ZyF25njevzOdP5qlNuKJFOEAjVoWlHpvNbkrBmtY0buQ4r9zO5BIBISGERhpgwPsb9nF6H8W3qPZe9Rz27RIpsWMY8IbGZmi8IlOH2p032YILGDiLwYaRn2DUfhKSrHrVG8ypit3/m7zzr8zl3jWFdxPZyWNRndFxv5LECpKF+qI9JfYLU9arZluqjOyyEGVxwDhDW1Uo6Lc/0UolTOw0RcnrG7HMDgSTNFTTZzE+TOzf4+rluppup959wsQbbClzZhruHIIEpKyKn+IbjaZmQ4VKyluLZoWZPHzxskR1gVKtS5La3Q6gjgqM3quElboSIgHXXwqQzJcCHHeTX4OCiuoMIGz1gufdHOVJiw66o+T4zbqo8bORRdqbamPs+pwc81bBFIw7GAi7mtEPOvw4Pj6XEMh4tVioto+5c1aYakquel2ecn/R2NGzpPlRyGVBwyqq/7UnIXJ6KSG7znQqul3FZazoQ5jesavMfAYRb4MDXU9Ozu4RwzSgr5N7qOS3DdMKOb+HzHyszW0zIcMYSs6hAhVDk5wm9/91ccSf8MqxXX1hgzqvxUTSp12mkuDbXqxlnsrowZc6M5UuiwIDiKzXBBkJK7Co5FmZ8wOA5l26dQYRi7tRvVlmuoJ709paQ0RoaMhktQmy3mBhSvQ4LSHwsPGo4ULn6jF/FVu5QE9RLbhsPHti9r8vgdTDPWRO4KEnWrDBuyLe4/gbgEQQC5Uk1VUb90PKljdTtpvFY8gdjMvQ/l+sadp3mKJ6vOI4rLM7Dbe/jBl+MiG2HCFonUBObI7dkl2OKdjtxsHf2+TimsAyMtw4HBEaHrZIaMUJZ/zJRyW6a2jhYP12VNVoWxmnkpoCA3IQjtQJ9tRA6tTBkhiljEG4LFvSIBvcJxbifP/J7JTs8E7+G9x3LgbLiYue6Fm57dvTZurDZczO+Xt7reqvFbjmzCXMMRQb6nO86NfkzylVyY2joW2MZlTbQBY5173OjmqIwJkwQm+3RscdSwehhzRXE2c7Q6xFp5hZv5aH5DUWIp9+XgvWi1vO4WM7AcPPrew7lpM0Y2Q42vU/qQjlsrtzU9JVN97qn81qrxW6tgpGU4MAhRaUNGPcmnqK27/4e/dmT9NDx8ljXZcy6rMjC0jBNUb2h3YV2naDxW51JZleaOOLg4htxS+I8kbhncgnk5k2x/D7uDk/By7zcaTDy7JIkrw39TKspVv+mp9mTigbk6UmZKy3BkcERpzFZ+uivJq6OJH7vhULFNy5o8bkeF7rQ6aeSxksKvWGs08Fh2kSKhdPdvqC9I2C8judSrHTo4Jh2v18AS8tLlMmGu1PHM4Khwsv09qi0fHIXLnkeEUlxLxFxoT3JirXCj3q/bas3oXh/jqFRRrTo2y7vhSJEMGZ1TM0aHfXr9LecI/+93fvlRddMQsQ3LmhTmiwZW5a50nSLvpQ0arI0TaXd5zASRSWU5tlZo8sAm+au6v6KdpJyjyio6AR/PkRWXB4M9sNsPwc24wnChjRRzocCW8mmR2Nzkvfr8QlxTKmtTGGkZDhyissTWWi9bosMGv/Uddx5RLw2Ch9uyJuSmjQlr3SQnjBl6VxH1I1EMiKG8il8JIMUSSWEplTFaLBF53a0wcwYlq3wOEcbFInvGMDAWzqnfWHlJOkxIGIcJR4OJq8+spao2WXKkVlz6OjeFkZbhwOEoE5N8wURdARK+ofjjsEDhccAmy5oc5pRPYr6Y+ppsOjBWH1PkslpKTBFRqlMR2OzXt1KHmixyiDKHAqFs7QKPWKdK1sXVS8Ce0XuP3TjgeK0wYTVTRssxqElmtN9VdV2b1DRCWmBeva0LIy3DgUPs7Y7CUgrlD5/UmK7gMvx3/92XHVlfDRn9A+dw4UMvw+VPvOhYTvlUp69SWZXnmppENxkhgJxqwpi4CrKi/F7vq/sU1FRupwgRSliPdKhc9U+uJhKmOAWF5MT67pwLM2TEGj5tA/3A6KMF/qDGZa2rjhYr5h1MnwnNGz3WhZGW4apAJtElIiycK1SWQOLipraOF47LlE+Pq2ZyJ6DJWnMhqmKfPka11SK2qaiV5LZGVaQtvUOH/+L/xSGoF2zUoUAJ8BV5LSgiE1aL7z0D7INCu7wcAMyHCfPnsd64rHqIypSyLa3uY0VVTBvVUL+bwEjLcFVQq61UpmbMEFPGojO1ddxw1FM+PW6BSeMFsDoMOEVk9b7RMYoUC8Um9VPlutHcxsiQoU7qiEBcracliAeR6mOR14rhQ0fZSYhoi/cDo/chv6WvbW4i3K6bD9fV6mgqt5W325/3mMRoRIabkJiRluGqwalwyI5zaLmNQu4rhAlf998+8/A7aZjEUU75NHUT27S83leEvyYmm3Vi5JDvrzZm8Li92dChIp1YpUAerxUaa33WjFJ1yXm0kzDMoMG4knJb4zFS7dzV/P5wjW333/j9emQUPl9q3g/WgZGW4apBCMlFNdXFu4R2FMoXdz+zPhuuHtaZ8umgjRmrlh4ZfU8iwbB6z6pc3qvI2lgozX339A1bhQaj0Bm16ar5CgE1XRPlyWebM2IAKQSojRWS+3JyjFxnPNYHxwb6QSbTRbEw6yjP5fK5iKb3C+rVyYGJMOAaeatWqHATF6GRluGqonPyxQxPYTL4GJAfTA6bdJ3Dv/1vvvQou2toYOWUTwdozGhN1VSksfRNvHBjKKKoHRshjZT2Se5Kji/IbEKJaUQeGhFdnjxXDdLV1nLksGBX5Z1yTk3CexTVVHkOrbgCcQZDBgHwPq635TPZUYMURmHCipCmwoDamDEXBpzLW41zYmN1tgpGWoarjkVUW6P8lgoRplk0nBHXccNhGTMev1NxjdzIW7bB6vz6VbYLAurG9Ytt1W5BhkAO+9HEscj7w/GiqlBVyGSQclqKIEJOjVLYTyITenonjk5E8eRyZMo0J6EP/5ZLH9sck8KUxX1yf2Vxr3NldZ2p87bIUNTZJitAGGkZrjqciyrLEboUMkRSWfrrutOFp9Rf+9t3HE1nDU0chjFjRFCYIYmJJ3nJMa1zXK1GpuqnEKDuV6owHVokuGh1H7sFwzYltRTqh3JxCortPRTmSXSBuMoxEMkrzgDvw7iu3ufcluSPpI9zYcDOtdfCqolmpxsvPTKeBHe9UOFebO9GWoZDgaNAWI4oEJNyEdaOQlnl+Fe//UuOsMeGGlfTmPH4nfm80pQJYPSKsapq3bBH4bMJtZbqpMLwMgonVnUSMbmsiKgyZEgYUVvYgXBTTuOzqB6Um50gzLI0ieTMAgYOY7b8kM/XGgTcChvWA4DXWXpkrxb3qfDrKhhpGQ4FzlGYjzCGARfUym9JXZfCiK/+ti8+qi4bGrgaxoxVxovW0z8DeaZ2KnNeo4lxK9u6bI+igFoVVEvIy3lGET/Or9kWL3JPkUKUfzksWJIFkM0WuiNhCid93lJxpe1IDBIelNyWXqtrUX2QrTDhqvkJ9TEtZdZs19Fa6mxdGGkZDg2dy2pr0blRfkuHC3Oe6wg7bGjiII0ZNWHp+11NKnqWi2SwILWtXeGVgioaQlVftaUJThNjMZ8hTWzHA2ube0cOrrpB5xnewwwVEtIsZ3/XHwyKNoTcGEhGDPay3laoH9bbkvwYFa9zYcKQY2qE/BqKakSEMySmHcJ7nQ0DMNIyHDJ2OpfcSp1z6Loyv6XVVzBwOLzqW01tHScclDHjCSfydu2zKKbgm8hvjUKGU2tklWInv3fjY1Ob8fzslcsQCMuExG1UbWkik5AgR3bUS36U5BOt7I5GxFZcG8pVjvVCkUK2shIyARg8MHjGlbhIpMbOolxWpKV6JO+s69SoyajVTn1ccAk3rm8DDjPSMhwqJFQgVvidzsGp8VvOlT8mIbhf/tZzR9VlQwP7NWY84UQ11qjhDpzLY80R2GQ9HfKbGFhck13RBgV1NjIxCpGpkKDOXXE0UTiKxFTf4HncjoQF9VgtIgJVpkQd/gvkFwaJsQ+Ky3PIbRXXh3KWiyknoM5HrXILhofQMWG1J84dE6ItAmk41lh0Lg06DsaMmOtS+S09AHkRn0L/9X9txHWcsFdjxuNPNEJ8FabmuGsqLCpnbgfGqqomqVqFTZ2j2F+1n8Z86XwWUWYVdYCL6stXocOU/0I5zkv3SU+q65yL5+NIYJIni23EQcbBURhyXrtDVmT1WKoWGZXnX8+67tx4gt05t2CRO9swVGikZTgSnOhcHGysErUqEVwQmKOkzIy4jhc2NWY84QSaY62KY6j9GtqrlI6+4UORodzsVa6qnvmdSJkzqm1NhEBpxkieAkKhGDIRN2zuKvytBxlrAhBSkTCg1E1tq4HH4BCqzOeO50shxPB76T2w23t470fk0HXjqZTGYcLSnDGlngqXIo0fOoCJsVzd5nYMIy3DkcA5wolFlxRX5xx2XGnIqOdG24lf8P/zb37R0XTa0MS6xgzJYbUerOsyTUqaZLRbT1eczFU1VFOhwNQJqWozbVJ+ncphBa6L5OMcwJTMFIXNnSgbL1AaMurxW+PPh5Li6pTikmMGDgOK4UN9HxXXwIzBl+2JopKBvatCgFJvnRBgGJe52i0ox25quDLSMhwZFp3LisuFaZwWnUvhQb1IpDx1do6wICOu44R1jBmnH/taXLnu3qJMo7CjKylFE/VbCznq8vqYVL8qF/IhwtiMIedXocw075/UE8JKYa9MBkJVPrKuJiMZ+pEuXhFSuJkHUvLV+C4dig2qrPxcfGR177MNkgAsPcN7n9pfNWC4tbCj5Jc1+bdUV2HQWKMe1Oe3Doy0DEeKkzsddmorfDfOb+X3MawB4P/4r/7qEfbcoLHKmAG3xOVHluO3JJJWkFQjJOhcRSQ0Xa7/6bK0rYipzoPV5x+1J9vVpRWhytRAyD9RasulRRsphg7rvJIsNVIPzAVcQWhAngZqUSkujUHNQTh4j963CUTb4dP1NnJWaZvaykz2lce1p2gyy7thq3Fyp4vmjPhDdlpxlfktCaM4R+gA/Py3/FX87Eu+8Ej7bwhYZczgxXlcue7eclHHiBZxyHaTjFrHqH86PyUHkCv363NpAqy4p1RvKLflPYsbQ+Wz8vc0H+UQ3ISSz3KUp4SXEGBaKJLyGC6Zc7AmE8l9acLznvOkwD7MkMEAhmGYVKyCVgiwpboW3Tik1yKnPLxlesb5qbIpGGkZjhzOOZzZ6bBwOW7eOcKJhVNhl/KplCiEF8WS+89f8gVHeQmGiFljBgGXHv1a7FZhwpa6qfdphhAyKta20rkuVgYJnafigtdCsXZ1pLuqKtLKTPWlNGY45FkwKOWzhETIhcgA1Uwb64ly0Vb50vqfc721gUPIqnP6vEJwwAAOxOUBT66wv7emdRJHrzZeNOcVVPkwKasxHsAcxmg1J83dwI5hpGU4Fug6h9M7izCgWP3b6Vz6Eem8gbbL7sQf0c+82IjrOOD683cBc2HCm3OYsCaqVB5VUb38SFEnfQfQNF9MhglRni8dq8wecq68ZEj+p4k0fSed5LHiTTxWEIu7c2FWjHCzr0KCcQxX2f+8UrFWXGF/rbbkc1CKiyitseVjf7z3GDwnd9/cjBcyK8acU1Cws2istdVonyiM0dKqayrMOAcjLcOxwYmdDqcWUXFRDFXE6Z6cUwYN9cNx8QfdxZuJEdfR4omngRMPncOZ+75h0trOi/PYvf7ekYoqworcIBeayEPp0F5VX3JQdV5ritTkHCPiU0ptFP4UlRQVUyAzl9uFiyE/wGkrfDqvS6qxJoXO5Wmdwvc8k52vFBdHxSUzYwDBQegQyC+ttYXx9EstV2DnXFHeIhg5/yp1Vh/rYv6snqB3HRhpGY4VTp9c4NSii9M75eme0iwajgrCyjkJSpb4n3rh5+MnX/hXju4irlE88RSSWjl54RxcPx8mTG5CCelNqCV5L5iarV1WDHYVicms701Co3G53q/PKYQ0CoWJbT09QOmIgNoOLQVCiW5C0U9SV8ZwTSqQSMJxs96VCDT0y8NRnBWDOSm33ottPhLHChu7TIy7jgMwrFA+X09wQs2MswmMtAzHDmdOLnCyi8QViUrPEq9DF8VTK/KYDwLhx7/RiOswcOvpSFgKRMCpz8yHCa88sgwTAsihqxVkpNVQYazoajdf3HTjgcS6XNqE2p5Ub6KqUCkKteaVa6yhJeorfIeD+mIqBxgDkUy4tMBry7solBRChLgEKcyIkfJkgZTqGe+Xg09t73RurGYb5LRozEU4RWK16moRlp5lw9FmqxcbaRmOHYgIZ08u1KwZ2YG007k4il4/oZZPtHqk/4994zPwo9/wjKO6lIc9bj0dXlui4NTFczg9Eyb0i/NYqjAhoR3qI1RkBJTKTDsRlQmDqvKuqi9hP6mvw36a1FI/JE9D4TvqkoSLLsC4HXJOLoXolL2iuLFLH/MA45zvSrNeVLFICTdCf+frvjMgzg/vy5DqwGGWDD9wNlHQ9ByDpVqkjVXXwhW0DgBNgrLBxYatR9c53HBqBycW0Q4fLfDhxxDLaDx/mqgs+dFI+OVH/sunH9WlPCzxpDPhXyu0BmQvw6kL50AzYcILjwpuQiIU62MVOa6KXITc5JytkF7LnKHr1MRYKytNdsVF6VHPhJRrleM6pf67OGdmtrCX+awQGnPjtiF9InQx31VP+SSGi4U4F5FNG0RZcREyKQ1xrS3v88rH+lw7XTnP/H5Vl4y91CHAKcKyCXMNDwt0ncP1J3ews+gKK7yj8IPfWbgqJ5B/1HJjSuFCAn7465+Ol7/g9qO8pK3H550N/zSK+41si3GBgDP3z4cJLz3y7hCmU05BQjtE59yYsFohxdpsMfUP6jxCVvp6SlOGsClSZ8WyXn/3cnhObtiUZnsPdQKhlWMRqXATlmHIrMjy5xFnj1czTxSKawjtei86DqB4/HJgDHGGDK2c5PfSUlO6LE/rNE1YxbFEOLVwI8JpHb8KRlqGY42dnQ43nNqJRozSDh/UlMPCjUOE+qlU5kKT38YPfd3t+IGvfdpRXdJW4snXhX+C0X1GbphqZgupc+riOZz99EyYsDuPK2fuHU3NRC0yqtoW1dVSWy2CAubzVa4r6+V9eUoxijmpLLoSrSilL8QV16ZKZUhmC23eINUHyXfJZIjBxRc6E3JaefAygERcsuyJjzNhkMskyRxzaY7AFJyEw8Dt6Zq6+HtRZe1pnYLqWsRxaEC4vpYjUBSWi85gF4/fZHxW6svGRxgMh4yTOx0ecfpknjkj/vhFeS2cw44LT3FuQnEBiKEKpPIf+Nqn4R8//6lHc1FbhNuuz9v1TT6JDh6ThSaH0xfPwQ3TYcKHbn4trpy9d950gVJBgVCEFJ3a1uFFrUB0/TRDBtQralKjgrBcMZBYqQSSSWzz2KxQrG/WKpQY205W9bjGVEEV+jNFDLVRnlFDri2Nz4rbmmxlJo3OiVKT40N+q/gzkMwXWKquhSoT1ITjXBgvuWiGE+syws6CsCDaEwEZaRm2AqdOdLj+5A5O7gRXYVeM24oLSi6o+IHVikueavWy3wDwfc9/Cv7h855yFJd1rPGUGzJhTZEVVfsKVx9QDBJeFSa8cOPdhdqpQ3hwZfiruBeyqqf6VRAoFDdJCFL6qQgizbRBEo7jTFyEpGpkMHFSVYizXxDgoHJRyN/BRE5UEkFwNkb3a+p7HmAMimFIl6d1ArjRRlwIEvncIMIQbe4yEXwa3NxYa0tAhGLBVtk7RWIhEhKIVT7bKdUloc8QBSEsDmsaJyJ6JBH9eyL6QHy9qVHni4jo7UT0HiJ6NxG9aD/nNFy7OHNqB9ftLHBy0aGLea5kiY83gbCoZJgJviYs/ftJ+TH1C/jeu27D//yf3nbIV3W88NQbgac+IhAWME9WGvWA3ARFIKcunsP1n5kPE14+c29SQfUgXj0urw791QTVtM6r0F9NiOMZNSQAF0KBzGFRxUJZIRsvKJY5kHqgEiIozRiOXBHqHE2YK6QoiocAPUVTXvojjulSxBlm2g8k2xGl6xICDYIsmzEGBhaulYMqy8Jk1oQT3TQJ5c+PcGJB2Kmcgy3VBeQw47pYrF2zjZcB+B1mfgURvSy+//tVnYsA/iYzf4CIPhfAu4jobmY+v89zG65BXHfmRPjxXenB3ofVWb2orZBTYIR5CXnw2E2uK4DSDxpA3HYUno6X7NMT7Mu+5slgDm6rH339h4/ycg8NT39kXH+J1XgmKNWBsF9uzsW8f8gkoENyNYiA05fO4cJwN/yi8fMn4IGbXgvcD5y5fC7ccLkkFFFS0ASW/lf2Rfe/UGyqXnlMmElCz3epX6W90A7lMCFHIpIHJGkvTI9bhPiYKaqmQHDaIIl4jPRZDBz6WuQ65YFMFozU9OA9sOgYFPvkiMO5PMN1YT9cHnQs1xLet3NNOmfsKOTNeEJJpeMJMZyZFd9k3Q2wX9J6AYCvjNu/COCNqEiLmf9YbX+CiD4J4NEAjLQMe8L1Z04CQCStcDP1zHBMcQYAAAg/xh2EtYR4yISVwyv5RitJc5bAf8T3/PXPw+AZP/7GPzncizwE/JVH5c9BCKlFWEJmsh+qTnFDRZu8UhgxEsZ1n70rkJNbjjvllnjoEXfj7JWwQrXksIr2lXooQpHULkNFsE4fD4Cqga66cmHA0GWqQBZk9EJG1KVzy7pYiCSTHqDgwEChxjQJyxm1IhNNxwywhAspzByTlVyIPAg5SmvdIvR5iEMHfGTAgRnLnnFiESeppkxeghaxhFnegzNR1pekCRLT4yplZg5M1F0H+yWtz2HmP4/bfwHgc+YqE9EzAZwA8KF9ntdwjeP6MydjyGM3KC/vo+KSG0cMZVFIgMNxrNdWXLLtCOEpNP4Y5bf73V95K7wHPHv89Fv+9Ggu+gDwBf9JJgBNSrVaae3jeMMrYz4hT1KTlXOZFCQsF58lcObyOeA88MBNrwYa9y3fnR+dJ7Un50H8GydCKOtpJUiufF+bMlLeKTYuCsYpWeYQTBic5hDUuVPK5AjJQQELZDWWeZEKQhVS5HghiZykPleqTlpRqgvID126LCiucA7v88rfEjZlH+osB49TO04pKYqfbVadGprEJAcn+bU68jsybBCl/KIvnw/XxkrSIqLfBvCYxq7v1W+YmYlosg9E9FgA/wrA32JmP1HnpQBeCgC33HLLqq4ZrnHccPYkGPnG6jHALzNpieJKuQ4dCtSyoYLcTLouklfxpE/475/1RAzeJ4X38+/42KFc717xRY+lRNg1uCKlRDzqJizbiXzifvZZQRWEosNblMlKE+N1V0KYcGiFCUG4eOZenL18rih1XTinJiAhqSbBxfNJv2piJgbI5ZkrRMsASETioszRK2i7+ETEFMlMGo1jjijdjEkRoktkqJVT+htQyFMVs2ikOpRVmewlcQxmk4isO6cVl0yYG87DYZ262LYHigczjUA2ksuLM8UnVdiuC2QlRbN1Q7mkxxibjdVaSVrM/NVT+4joL+n/b+/tYmVLrvOwb9Xu7nPOvXfmDmdIzQyHHI0jy4YlWbakiUiKog1ENOzkQX+WlBhOQgISjEAIEMDwgwC9xS9yAid5cB5COIlIC3BMUWSkQHZkm0lgmRKJEJBkiWJoUgYpDjX8HUqWOcM5p3etPNRatVbVruruc++d0+fOrW/m3NO9d+3atXf3qW+vtb61iuhJZn5eSOmLnXYPA/hlAD/NzB/eca53AXgXADz77LN3QsIDDxhu3zwBwPhq5CRM4wjezpnMvMXFlBbE8wU9t/PSZehhaxmlBioTTsmhCT/xpjcgKikw8L9+9HOv4BXvxpufXqcnWBbdG6fVchGVXLi0oBqQuTBPlJ6UCrefc915wtJjolpg2qfOqfLPw1/7y/jDh94Prt2ExPjDh98PIJFbPh5mHflYV4uQQliOV4lHLQgfs6otiskHv3InpXs0EFlcyhMYeomD9wAAIABJREFUITn/nNWkBBMCMNGUySlbN9BlRQgq1tDz2DXKOP01YRlfDEiiCRt+cpVDXH8TkvtwPSWl38yM85lxuqKFi0+tyLWzYPUetEgsyMMeuLSk+oS3vPf7cLfuwV8C8A4APyO/f7FuQEQbAB8A8B5mft9dnm9gYIHbN08BBr760jk4RgAEvpgxU2xaXGBRWpHUo4tpSsyFR7lthmWiEoeCVMpJ2+XJOyLind/1+kSaEhiIHPMf+z/8rS/ck2v+D77pJhicCUrPk8iIE0lzshIRAQ4mMogcC/eSt644yhMw2X4PrWXH3HDZ1eTVIDUvolBCeuHh9+Z7qmC6wL+99St46Pw7jJQEBBS6Z29R1SSVtpXiCu+SK7ZLf4Eok2SyzkNBMkV8R8gqWV0B6sWbJK7Vsqy03NJko8/jT+cwZvYWl8aziKQyu/sMY+S0wCIFqYKRXINabUPvbnbfUuqf2UpNJdl5TUJGNup+1AefXW1BZklpW19H0S8geVncLWn9DID3EtGPA/gMgB+TAT0L4L9g5p+QbX8BwGNE9E457p3M/Jt3ee6BgYzbt07BAL4KIGKLDTPExshWlz7tB6Jce43kjxoRCKTWSdl3TWQ6wQUgx79mQFxgOsPqMugWqwAYf+3PPZ4VXxrsTi4VttdAbqNkp8RnbdKEQ6IyiJwkYRqL0GMCE2Lg4jjEAJZtel6WG0Urc+d5Eye6uFUBJTsuBQ6F2METVnD9Arh1/h14Af+o+ZnO4Q/x4ulv4Na5uQnr89fvdRWA7GYjsrwlJZ4Q8j4wYwqhUPFlCTrcZ+0qROj3aHKyRuJUsT1gWeFcYz3eZUbCUkrIfgFJT1Qq8qgtPCMvUShW4guSfy0dBGLB2XdSVYTau7ZTd2BXRejup/5dtds6l6VcmbdyaxI7FHdFWsz8FQDf19j+UQA/Ia9/DsDP3c15BgYOwSO3TkFEeIEBcESME4AIjhEzmUuMyKwuArIwQ2MV6Q83vZjn8hz+ad62ibg5mHVlAgFzIyYiSX+0quJicHYxFa8dUQAAIQgFI6vFtO4dkJZTn+Th2whvcmV8hCgjYzM5FxkA5oici+TGmFRkEQwjPusr3adCxMF2nXoPNOjub5neG5WvT/ERzFNbAv+VW+8HfS2RGwFZ6WekBLtJToGRJ0XnO8vWVG7jCEy2eUsqMGerqzg+n9cIR6vq2Z2xdr4ae/7XPQBokry3Qr1bkdCXhpPEkwr3oGsbIxCmRMwTUbZ+VdoOJIKambGdGZtVSOINsb70oSldRzkGopSLFcSK14cwZm66/QIRwmREr31ftvbg3VpaAwPXCinGBXxZ/+AugLhiUARwkdxlOs8RoVIS6h+lEZgs+4rkdGw5DUvkgL20ZWKQEF8UV6KSE1ASmVqFul0n6MhRnuD1mCTvz1YSuHBHQSw0wKZPBiOEySZI2FhqEmZmzHHGPMf8PuXDJdrcOjLT8ftxe6L0fKLbCs9WIDz60l/Gl2++H0xLCTzTBb569it4ePsd8GSg0vTkfnPX44ggx6qc1UVuQMTuCV8ePDJxACCtV8m2PpXe1ElJBmZdE5L1pYIL3WvChFC4KxckRGqIGr15t6J+R62YbnLnplgZ2RgZQJA8rUyASvZUJNYzGOBkdc0xYuUysFW4pHISbxnVVlRKZrYFJdVjodfacgVqBY3LYpDWwKsOt2+egJnxApAmtpfTJLteBfA24mJGJiElLELpNgSMwLwlpY++9keZ2vZ+a8yrJqpsEbHGUMTdRzaR2N9zyPO1ttNJsiad+kk/b9MJ1hFfrNnKLhwhTLZeVKMv7We73WZCi5yqLDCAWUmN1X1pLkpP/kSE18RnMb0U8Pmzf1gPPZ0j/CH+ePObePjiOy0GpeNxxFQ82XOSrHsXn54vb6uO84Tm87WCawsiW5k4qJvYxBiFylAIxL4KiWBzDUL5LgXvZswuQ875XqlrG2NwrO+tNb1O/b2a7MjIjBWZLD4RICFMlK2oWawrfagxaynfveI+7SSxfH9YHi6Qj1m6DVF+dnswSGvgVYlHbp1iChO++McvistuC+YZq8lccZH1SdYsLsC2+aA+u0mf9Ik42B9uvMQDo3sIL562vRvRT3S+iKqOWfeBXU4PzJ2UIZOT39iyrnZt9y3qfKHVauX2lv7BeZ6TdcacXVBKYrpNP4fXzN+FL/P/iS19dXlaAr509guYQsDti+8sXHZZ6DCZHj9ZcCG7CHUi97fEzfam6fBuRPnQGU5JqKTArq3cj0CQRSfNKgpE+TPWbxezWN+A1Cl0FhuhsILJ3WovhmBRgq4mu0YgVXDRJOF0K5I1tdK4l5Bqjl9OyBa8knmMjM1m+bDSspaY7V7Vi1UuCI+M2EzZqtc2SGtgAADw0I01gDN8KRDwok7Ic0oS1j9kxLSSKyzO5d2EJWEBtbLQnqzTe3ay8vyH6Q5htFmhsJZ6r+tjGwTlCa7p+rsjwtKL6E8shQUmzTyhKXEwM7azWmdmmTGA11/8R/js5r1dN+GXN/8Er4v/fklYVKr76kmUKvLSGEot1tAxghlUk5TeATLXampfWndqeQFlWSc/KZd2YkLIeU6c93o3ocWzjHg8poma1SWya1DjXiEl308SV1LVoFZ9V6/CajKhBcNb/G7MVManzAqz115xWbsSbbXkpdW2D4O0Bl7VeOjGBgCJrP0CfA4wZvBWXHOBoM+VF7Oub9R2Ex4Mci4p+VtVC6mM+ZiLT/+kd782q6p2A7bchHdDWOReMDdmLXdsTVY19D5owdZpWuXtftI6m9+Ck3mFT07vbvZ1QV9NCbiQOJ+oCsrKDf36gYy0dIbG6IiSFVW4udxKwIVFBpQWGZnEXa27bDWrq471++TjREbeGtdKFgtni6605PRflnXkzFKxPi1mtZKqF6tAoiiUyhhBzx3yisrJ1WhJy8zARUzCpWmaKtEEG4lXlhVVBGTjCsXDG8s9bLkGLyN/H6Q18KrHQzfWIJzhCzLZ8NcjeEpPthFzetIkyMJ3jC3HJNig0k24D7Ul1LKq1KXii5xqoH7Xa32v/e4lqDskrDwp6fbOtV+KrBr9eMKCvF6tVniKvge/j/8DL6eIZIEVbmIjpMVZrefIXSfTql89dbZlCssqTeSASsntcUBddAqf8FtQilfKsSUGQ1188iUqCNFP9Gz3ichk+/lhSdr4ElIqvFACRkAh1okA1pSsrFWS/dkDQhTXIEmVerLVDhL5lgKJpVWVWpJcuxKSxgdrAiMgr8ag0NiWqUFxMAZpDTwQuHVjgxAIn2cGRwbOt8ni4oALWN6UThoT0uvtLJPiZYwtLn/3XIL1vl2vey7D1vtaYNEjrLz0u7z3Io3eJHIoWbFSyR6y8tvVGvsT+AF8gt8DpjLfYEtfxx9tfgNP0puz+MO7/SJM6JEJDObc1NdovM9xMkdo/iNXi8wTmpLGRC7PSwksx9JKV6O6+Iqq8PKd0/wpf2MzgeUvIMl4kS1FtVJyKgfMXa2klIgjEfc0GZFHTlYYQapoyAPLejWJq3Q/KbXiVbqjqCHJnqxdXcfq4WAfBmkNPDC4cbrGE3wDn5fHX36Z5Y9sRmSbsLNAQxR8nB/RGbMvTbSHPGyH/uKdbe8krnXI+5bVBV4SyJ0IMer92qrVqEVYaiV5gvsGvAmfxHsx42tVDzP+Df53PIk3J5fSNC0tNiBbH9kKIRN+QPZ7C8ysS/c+X43bT0oYmgNmE67Gj7KSMOhijqUrEIAjlkRCui+LfMjqHtJEIBbSmYIjTCU0MyyVwHK8CACL2zFdU2o/yXnWK4vZuRzjVOrJsY0ubKnXoo86ydIqPnpZS6z8TOwe2f0jdx9UnXsoBmkNPFC4cbbG6wn4HHMq+cQXAAeZsGOuCA+OSeVFfpIJYOKcu8WUnl5js/xzHy3yOsTi8u1136Hv8xSSZrIFp/QIS62m2gKojzX7pN1HTY7yomt1zVQTVoJ3G7YIq8jFQpm4mq0yuVBvkbJvky1Of9/KK+SKYPL5grXz1lvQPqRTH59ceXOEREwTVACRZOmFmINs4l9NlMU3ZvwyVqKmVItrHUSQQYQwpQcyjokIp5D6mUJaRZjF+TqtAqxHybdCeX/NiiO9gcU2vRsEiauFkElMY3E1ye3DIK2BBw6np2s8hRv4A7W4cAHeRvBkf6CBTaARmQtJPOAIDCil79qKHSFdwl9ft99pZe0hKOZq0u4QU0+IobEt7BBiZOurAU8qOnY/xnqi8ttO8GgzrgUEfJ4/gifDm4p+0/xOBRGF6r220YlyqsZAqUMZpxBc5WbUduwJK5OJCitM5adVJIzsquRgIQOQuvssSXwVKD9fKEGRutxg5JXEDeYmTPqUFDNaTWlRSY3ZBiHF9SpkUlmJxbYmWZ9rmsAgrLIla+SUBUawhOtE0EZCnpTSeOhSpLQPg7QGHkicnq7xegB/AHEh4QJAAHMEc0ASwSc58CoEzNouADwvw1v5jxdpYvZEpg/YujRI07o6wOIqiYULqmgRlCeTQwhLWytZ9ZKP91lfNVm1hB67jgGAfw8/iE/g5xBxXrWM+P/wD4AIPEFvsnETFeepSwMtzsvlMdqHXk4t01a1XdmBvrJyT9lBqlYWW/wp53RpPUF2CdDyo2WvJpHqq59yygWPJd4kfWve4SSCC7ksyZNSQrLXKyIRbTDWUyo+tQkh7ZsCNusJJ5sV1quAW5tVvg+ZtKT/bFHeQzI6FIO0Bh5YnJ6u8RTdBPL0vhWqSpQQY3IVarX0EJJLZZoAisj+/Z4l5d054ukpwLAitq0/fRGL5b6yC0vIVOeLfQTVJSzZWE/wu1yFIL3ePvGw/ndJsvIk/Q383QABH8fPAij9rxHn+D18AE/gTV0XYe8c3TaN957QmNR1KMeHKkalx1N5P2sXokrSAXPdKTQhN8WULKnZ96/9TRK00vysIO5EHz8K0mcql5S2rUMSjkyUhBcr6et0s0IIASfrCSerCZvVhLPNVCyEeV0wSGvggcbJyQpP3T7Dc2xVG+Am3dpVCDAw6zImtKyMAbGsKsup/g0gy9891NvkiWiXevAQgqrJQ65iee6Om1BfsJkS3Ta1ddYjq3wcLa09tTAex5vwcfwvzWNfxgv4An8ET4Y37zzXIYTVWhOq6MNbsPKZcZTvRrWcBxXHlRUuNEal1lBwy9D7mNUEs2SsogUW7dLSI2mfz3ParIzslMTWk23TZGSiFOcKIaQCukLUqRxXxHbL2Gxw7TBIa+CBx8nJGm98zU08RwRiIJxfJBdh1vpqwSGAOS3rEVgFGcDMlXuQACabiFvLc+1zDRZt7yCuBaQJVCXgfuJtuf16bsJWv77/Xk5X3Ud9tmzJ7LHG+rEt4OPiJnwyvPkVI6yd75WE2FlhZDl4NYHVY0lV/HkhAS+8mEIinvxsX3p4qi27OUqV9UYfBFkRQJ7CfGX2VKk9/Z7niIsYscGypNOxcf1sv4GBI2CzSRbXQzdPcHayxskq4GSVXCjrKcjSDiHHCtSVE7RiNpWTDaBEphJkyoFv/9OTwfdiXCWxcNEXJK6Vi7XKRHkIYUFckabosrjWws0n7Worye+vz6tOV21VHxOq9rr9m/BDCGg/7qubUAdvbkkTTkQ3EXt3bBJAuGOqyR/YT1j1eyVijmXle72W/NoRWCK8MmduKeFPRERuoczsGub2w05qT0UfWfSB8nugr2ddtDSmtI+Xt9W6PNcEw9IaGBCcnKzxhkdu4LNIf7jEW8QIMOa8fDmDMbG6cRiIIhGWeJe6ChlicaWD3CRN2X0oMXGoQ9KqwNvrskCuTfuq6tN9urwJ3P6anxZKOjg3ZEW4uyyvVv89N2AmxE48q+637utxfDeYuesm/DpegCfBQywuFa3Uwo1SeegpdqmP3PmerP+ZxYVYEVE9Nm07OXfjctxmWRXnc5aUJ1K1uLSxLfpoRDkRFatfq7WlFftjjNcurnW9RjMwcGScnKzxxkdu4PaNE9zcrHC2JmxWE9bB8llSTousB0SUg+BTKK2MwsJSSyybRQltgYT87lhZ9XELl2GDUFTCrWMyYccOokFpeek+b321rCRv8WjSbI2d1hh5Cwl4Am/CCR5d3igAa9xc9Nk6j8feGJb8q1ZQfgiR/0BVodyG66/YB12vSi288tj6vHNkeQjBop1ZXb4Pytv1u6C752giHwKwjZyPic5KUyvLW1tzZFxsL5mEeAUYpDUwUOHkZI03vOZmchWuVjibAtbiJlzJCrBKWFOh2uq7C1Vc4HNYcmUAIJPE5eNaRjDk3ns3IeMwNyEqoqkJRUnEuwhbbdJ4+mTlj6sJrraatO034YdAjfjKBb6O5+OHu+R0J4TVi4PlGBxTcqEpSVSmU4/A5IKNlOpzUdnOk0pNhEaA5fYY1Xo2aNxKN/pi0FoJhojyqtuzENYcGRdz+/t4TAzSGhho4PQ0uQofunmCG+uAs3VIS5EHytUDdPXXSYqBTmTlc+BjWZ7AEjMBsBhD8eOO09cFycmTu7mCyuOB/eSUJ0x4YsDiWMUuy0v3l2WNdpOVEtUugqsn9CfoTZhw2vikZvwePrAgihYZXZawsO+9fBYckQmsJhHfvlyKw6zJ1rn1ZSahoh+yfQ2Xb4zujW5jR2TcjmnVv5kZF/NcnOM6YMS0BgY6OD3d4OnXAL/PjPjiOaLEuDTIrusNMUt8C8nlIkt1padxQrZ0cvwqpH3CBU3rap9Ao24DtAvl1vTBODwvC7JdrcTmGHfsB1zMBmWycotEfPvW9u2iFmHC1/FCaZHI+fyx9bbg3mvM6lJWGTWEGDApPIVlvlbLpXhILEutsxBa98xWG/a5XDECIbg4qXzX9EElMqC1D7NIA8naCoHyWmdb+R5PU+cDPgIGaQ0M7MDZ2Qavf+RmepIWFRpoAl1E8FRNjZwIydjIWVnMucSTEkESBJjAwgswNBbhiad+7T1Tus+73eoag7uk7qX7SWXshAZ/AG6yb5EVVS9qsrqMKAPOyjjhtvx9jZt2DdSujFFvK28Fy3EWD1JSI0ckzWvsvE8PLTr+tI5XbktLQtNYVk1M/n7FCATnIXXl/hDBmKpRpPZKVdZOc8BmWWdLX4eptLYSocYk6LhGyvfhHhwY2IOHbp7g9Y/ewq2zDW6sJ5yIGGMVQpLDk1YdsOrbXqABWP21ljgjCy8abkPv/uu+rlx7hygHE4+yc0FaX7XM3R+jE2yLrbL1REbOuwQbRd/5OHMd6lId2s+uuNbn+SN35CJskSi5c+ZxuLH1rKbueyTLpl4Kxu9XcB3L8sYc2ZiA5Tk0zlUWCVbytf7toSNZebovOhEGAHCMiJFxcc2k74O0BgYOwO2bJ3ji9g3cOt3gdBVwukpFRzW+paKMlVQbmGoCI3VByQSoCjQqRROByFlQlWXVeA3UCkSzwDw5+f5VOVhP1rXMXSf5mog8fLsW4e0nKxTHqdihdcyTO+Jan+L3V/0eQk77XYLaxo+NxWXGzPY5ugN6BJZJEPYZthZMBNqxLE88mm9Wn0OP0+15m8vxUvEFSN2GQlL6W4h6FrHJxfUKaQ334MDAoXjs4TNcxFkm2HNEnhGjLp4HYJueadPKJgwO6TUkhhWCxLx0stDYFrngdzVRAfaknich99q7FOt96f3+/C2CuRtbcaZDcrZaOWA9omKJrriH/rxvpyUGYMv9uFavj0PIqbWtPq5+zwACk8nTA9LSNtqeenUI0+cfQvlh1RZaHcuqxRh13Er70O1FPcoIeCN1GxknEqea2XZpbpevlLGd52uVr3U9RjEwcJ/g8ds3cftWyuE6XQWcrALWq2BqQnLqQlI5fG1NIZsoi5wutciAbDH1rKxF7lZtgTk3kFpu3grzVpR3L/rjTeG3O2fL91mrC3Nv3BJw962x1vbTTr4WEPB8/HDhxstqvsa2WqhxWcJSCzlfHQOIzgLDUgSzoEmJeynh94QbC5WgfyiJBe8XysLStUilghBlGWJ1E9YLaEZO7eZrJH0fpDUwcAkQEZ565AYeunmKmydrnK4CNpNJ4dcrTTQOlrOlknjnMixjSdq5iTQ8obVk8IvXhO77Ou7lSaVXpgloxLsE+8jMt7Mp9TBSqrd7sgF4R1mniI/xe/C5+cPZjedjU61tvfJOhcIF+wkrfS9KNyC4imNVVlQtf9dKFLa/JDCALDerOq9eS/2cUOdsqRBDr8lUg7WbUL8bQIwR8xxxjThrkNbAwGWxWq3wxtfcwENnG5ytJ6wnwmYVsJ4mrEKQxfYslytV1OYixqUEBnEr1daWj2spDo1rtVyANTGp5dOyutpyAe3X3Ihti8r3bRToz90jK1Xaqbs0E2rmPsKT4c34M/jP0Jq6Is7xKX7/Hce0WEgNoILUvKUGWt6ZhVuvIiTv+m211/fMZVULP04/xpZlpXE23yegOVveqiwtrjk6i461L6eUBUSMscV1wSCtgYE7wMnJWoQZa9wQa2vtko5XkxNiONehJyzN5QnQBQfFdUVl0nEr2ZgKSuDitXcB6uRUEGLH6qrJzveRz7mDqA61qmqrTUlOyaIWg9THpOVI2uWFvo4XmvGrQ7fVY/YiDJZYJeDcdQ3C6sWxtJQTKlJaSNy9VVUTHPqWFRHlMkwtBaG9N2EGoa6QkX4X5ZyYcRHLMR8TQ4gxMHCHePjmCb5hG3ExR0RcIIIxM8kkAUQNaGviKANxToqzvKBk0KdrgAIBEUnIoU/3MU0sEctJQ91nvnAul7H9ZsLx0uoyIcbC+oCzdrA8zud0Lcbn2vj+8jjdvsUEXB1Xbz/Fo1l84bHGrb19HCZ772/T+6cimGyB6UNBdUx57kQiWkh3qtv7z67Ky6pdkDEywrS8f5E5rfMG+17EmNbf8n1Pk5EgcqKxJzdzWc4xXhsxxvFHMDBwH+O1D5/i9s0TnK1XOJ0C1rJsuRbW1RiXt7imbPVYbCNbUqGchOq4llo8tRuxtrj67yvRB1nh3JYVtLB64KwU6sfEvFWlrjWNg3n3Yo2i/x3b/yT9MNo5Wy/hc/OvNwUYwHL5kcsSlt/gXXMckxWmIgygIWev3jMvc7LquJd3GbaEGs19KKXvitJ9SKl4riM1RSrIa4V5mRkzXx8xxiCtgYG7gAozbp2l/C2NcXk1YaEkzEnGQlY5ERlL12BBVMundpXHt4QWvff18a2VhrO7jlGQmyehutJ7TVS+/zr3qkkI6BHZUgEYmXfmbH2SP1C69FysSmNlrXiVEtteVyI1rDVyrkRR+3G1vz7GK/10EcniniwIjov93X2u35LolgpC7+ZUN6GPZ2UFIXOuEH9sDPfgwMBdYrNZ48nbN7Ddzpjjy9jGkCbGqGsVJWtm0nhNcLEJJIFGqllIQITkb0WIIZVchEIWJK7A2i3ol6Dwrr7We7+tnkjrfpf70uue6y1P1fKrlQ+lWEzMfppn3ddeMBLYVYvwK91zKLyVVG/zir+g913v3g7C8ifNwgpu1wwMjdtiKxkv739w/U0TUKx0DPsuTa5jtZYWqxiTX7vNri99Ny22mO6FEFdM+VrXgTKOP4KBgVcBHr55gtecX+AiMub4MuYYME8AI2bSYhbiigwOKTGVNel4FncQATJjp2mFzfVj9QiXakFv3RQxrgYJ9YhpZ7wLIv3ocFCWVivZdNrp5kLOXrsXG8f74xT74lotwtxHYmXbMn4FpBiUJ7EWYS36YqtDqHGsnttQyYfIiGZBcEzJIpeYVSG1r64VSN+btSt4S0JUVucSWK/s9TQ1FIQMnF8TS2u4BwcG7hEef/gMN07XOF1POFkHbLRGYbGUibkLp+q1Ftf1tQuBhtuQvNvOYlyZNODcifV7Z3X5H1+H0LsEW25FhXclqvutK56AlXrysTDmcn/PddhyK37zjrjW8/HDi+27YmWHblP3X2yoAFuEVce1FnGs6lz+PLvW3NKkZH82otJV6I+r+cYnHxPKuohaRUWPsYTp5AE4NgZpDQzcI0zThNc/dIabpxucBioqZfgfnTx1QkvSdxSTXvKMMUhiYMStHK7q6ZrgiK1c/LEV59Jt2s6jF7cyckGedu+EqFD0dTmy0uOemt7SjWt9Ir5/0b45xtZ5D9km91JVfDWBAG0hho9jzZHhc6is3wQloF7SMVDSpv9OeFdrJroqbqay9kRUZrF7gvMKwu0cr4UYY7gHBwbuIW7dPMHtl89xPkdcvPgy5uQPAmN2lRiSfZAnCzYJPAXoYkdWp5A4z21lLUEfm2DxLXJ+b+92x7UW3ieY66lGz6WXX3s3JdrigXael7Xpxbn8vjyR7ohr6TpTyZ3qJ/7lOAEgNAi4R1gtlyCzCSooVHGnjhXGTOIObNUXRI6NRTBWoT7e4lyrqXI5wq2zJdt0fPrBqjBDLfoYkc0YXUMrcqpLyPLAMTNj3bzjV4dBWgMD9xivu3WKr728xfnFBWYGIkfEGBBDWupBg+UMxsTiVovIuVmRZMFIBkBpsiBZeItkzvE5XD7GVeduERyh+af4TlwrkUGbVC4jxPDWFDptFVS96Ma5XL+6vRfXOsVjXetKLSQPT256mKYh+IMX190go/SxpVysTEb1OKi6JkZR0HZxHtZnmfYDRYwMmlDsM3GGd6iV8axkVWnMMn3+k5CZkpU+XEVmXGwjTltVtK4Qwz04MHCPsdms8bqHbuBss8F6oiSBn7RSRrAahFi6CLVKRprsyjqFgJN/s3f9lTEuH7NCRQCypRnr8mWdih+ZBH1FjJ47EWzn31XqSc+pbkYl3kPiXHo8EeFP0Q83axG+Dt++aH9oTEsl8t49p5brXtFFtU2tG4aLYzWO03jUrK7Gult18Uksq5WzVdcaVHg1pPaBzlIl3jWYF4R0C6C2ktyvGoO0BgZeATxyc5NEGasyb0t/NEcr1yaEEZQvrAvZriaWqspyfMtZP2qh1DGsUlzRIB9p57cVMa/OPFWS3TKfq9deiapl8ewiuxaRvX5unrEpAAAgAElEQVR6C57C9yzO9Tl8CJ+bf92Oa4znUBJL2138ypVYqg/uCTHSse3yS601tTx51O5ItYj8dShqQ9mLOurSToARgI/JKTHlXC3X98VsisJjYZDWwMArACLCa2+d4sbJGicTJSWhkhF5NSGalTKITBFI7n1RMcORja9N2FISprdtq6s9B1mCsbe6PPntEmIA/tx+8msT1T6rapfV9iX89mJbxDn+dXz/JYmpEb9qtRXiVxWhLga5Tzmo/Sl5pUoWS0LS97P0vahNSFZctzE0t4Bkuc8rFgEhPrW+PNmxWWy+BqEuYBlrKeIVY8S0BgZeIdy+eYJ/+/IFvn4x43w+xzwRIocU45In3ciEKaTfFBiBUynYQISImAQa7ONbnONbPocrcszxLaClCFzGsHbna+0QYjTmLN8052Bxa2+55RBRhlWrWAwGRFQkE3u8JGKMdJ60LScVG+V2LbEmiTWIiIFiMUivDPWolyMBFqHG5j2fXRx08VkxmjlbMQKTm92VzELgxRh0/xyBlaw4UPOSF9bMMSU4HwvD0hoYeAXxWlm+5ETW3JoC5d9muaB0Eco2de2lGIi6C13sKjWRit3O4iIL/mdLx01CtZx93/a8d6flZe7EVh/d9tX5LcKV/vUyeRUskP4nx5/isea998Vz9Tjfl483+fW0kgXUsNBalhMt3XN1DAvoy999HGtXrUKr+l7uB/o5W77+oCczP14lJ91k5ZusL7WstDJGXfrrqjFIa2DgFcTZ2Qa3bqxxulkVxFXEtyoXoZKXuhH1PaCkZpZUIMvhyjZEnoj0Mb4kNO9GbCUp19ult3bMC8gTfb2K8aEkpRMlFUca9rkP/xT9EKjhNLrAS/iD+dd3uggLeb0jRS/AYDBAy5qEPRLzMSxdiqSXr+XHUywaiWXSsY5LcUjO1nI9LZefJY1mR3he9ZmTi52CkAFst8dNMB6kNTDwCuOxs1OcbdZYT6lKhl/R2NbZSpMdBWRXUDKstBKGuqsg+2wNrnKurwjH7e659nrWVT/eZRacWl/gJUG1SIphSjQlqV0xsX0KxECEN6y+BxNOGj2UScb+uEPdgaokBFMRv9pFWB5qMc/OQqnP7I9T0UQ9PLOEEunUpZ2KKhr1ONyyMdk685aZN8SpXzg3JRrHzkpmV4cR0xoYeIVx48YGN176Ol56OeB8jlgHQoyJsGKUuFRwicZKYgGIs625leNbBAAiPybJ6YLukNiDUxJC9lMjpsWsEx4vtgOdiTzvb8e9ULUGUIylEeLKyF7PHR23xtRLMn7pgOK5lyIxSM1IfScWao+wakuOweBsFS8tKt2WVg2x4rm1pdbL2VL3pG7M1pQWznXkqNoLPV+QByNOF4k0Ar1uPY6xjVHy2fZ++K8IhqU1MHAFePTsFCcnG2x2uAi9FF7rEFpNwjJXi7xbkEzqrC5B7+qrY1rA0oraJX8vjtkhxDDHnrcU9ltTOnHvsqrsutMBXP23O65l+W3N8x9KZNSKX3lpeD+G5beptcSwahSt47TvVm1CwGJWdc4WnBvR9+7Hl78z+Ziy2kr+jNlZxgSACceu5DRIa2DgCnDzxgZnmwmbKWAt8ncrlKtydWSS8fUJARNsFLEpxxQ5DqXKQgGjFGm04lfZFmsILXRfJj4uScaTDfKpl7J2he+3JilPQtFNlnB91j8ag/rT4Yebca0tXsJz84dz+2ItLRmQVyf6cRXjpqVFpPddicgX0t1ndeltLdyGrTZYtim6cHEwwKkjxaor5fRGZqY6dW2Kvigfr1ZWlr0zY56P5yQcpDUwcEW4fXaC9XpKld9dXCuIRaXWlm73E6gvqKtERo6AlMB0EioSiWFP3E1LqWFd1ZZXz/rSPncpBpuWlCOLXBTWkdAhsSxPLql47jKuxZjxifkXFseW1sxS9WcCjA6ZdEhMLZ05mpDjEPl7bORcLayujqCjFwfzJJR5iWVHp41bzDgnIPu4lh59TAHhiGkNDFwRHj5b4YWTNc4vZlxMjCkCUyTEXBw3rZM0g0AUU64WWe5WcgcyZsiEScB2triK5m3lnBp5GLaJLsW9/OQWOWbrSVrI774IQ/cTSrXZvhiHjqtwSx547CHn2BXX2nVsvc9fUxq3/OseEA4hMVVSprw7W4OrnVC8XARy0QZWBDf1sxxzbk/mioxgrGq3JiweluNZmSAlnpXdgpRrZuYFIePxCucO0hoYuCJM04RbpxNefCnFtVaBMAdgZkIQQUYMUkQ3EjggLRJJKSAeiEvyYlssMJOMTD5xLmMdSk4e5jq0bdpXb/ViuP3A0l3VbAubwPUchwbxD2mrbc7wWCG8UJzhsW4frcoYrfMaKajLbPdqxqlv60MXgVxVqw4DpSWXSaaKdXlLKVV111Hafj3WYpnVBeW2qU7hFJZElUZpfWoisVrwahAfsyrGcA8ODFwhbp+cYHOS5O8rLeNElpdl7j+JYaHtKqSQ9iXxhtCPi1GRuqqoHdcCsIhf7U4u3r+/aKlxo4a7b68yEEv3n57f4k9LYcafnn4YU6N47jfQty+2NSd2d+6eJdWOX1VNqS/EYKmcoWTesrqCkIrFn6o20k8p/CjdiPU1mdVt2307RrnoZCmJN/egpizM+78ErxgGaQ0MXCFOTlY4WQWsV1O2tkKuOyjup6wkRM7FCkRCVDKBsSkMWReIDNlOMoJAGddS4oFvI67GVnKxTzDu7S+EIdryAIICSpJSAlIS0lhXK+aFhjDj9eEteApvXZzjOf4Qfn/7a1lEQFQToBtLg6w0drQYuzxc+BqE2nZ/DAtoCTYKUtF4U3Vqrx7UShrlkAktccccayUiOfKkIp4V2Y1XPs+yAvwQYgwMPBAgIjx8mqTvWgFjEkLSZGNVEtbWFmQiUetMJxWVxUPKOdUEpuetiUk5Yldy8T7LyrfZ9/BdE5RZSctyTT6utF8Ob+2+hH+12DfjHJ+Yf6G0lCoBhnZSEFmHgHriDBUoeEsK6FtdQJl0fKjVVcPfdu9GbC1hUkvhYyw5USu8E5Ddz16Ikaw2xuzv2xVjxLQGBq4YNzcrrKeAdQi4CIwpT472pM4S25qZpRhrBBFhorQ8RHL1MXhGnvgRzVWoMQpVHUaOWJQyIOTk4hoMzotMtlAnIBfddvoDKpJoQI+8U2FGK6bV214fXw6LzRIhte7aZFVvVzJMooplDKuXdOwZiYAih4sZUomj7svEFi2XZy3caMXMIhiTizgy0iKR9lmVQgz9vh0rwXhYWgMDV4yTkxU2myktCEnIsncf08oqNSEeFncgwypmsFpepFYYSpegWjKkwop2iScPbzn1JPD6LN7a34pB9Swxb3kdYk2hat9qd9ZJMvbbzdprkE+1L8evOPsml8c0iMxcirutKb/NW1QN465w++lxioWUHX05vNNcSN9KVAmRncWmx2QNpakK45E8hIO0BgaOgFubNVarCasQclxLY1SF8AJpm+VuLROONX8niOsQgLiwhPi4dseVpFQnHSuZ6A9wuAijJqpa7HEZgkLjOFXutf4DGH9m+qtdMcYussKOfZ6AFmtoheUx1t7dF7Vaqu6bVlfVzltdzLqOVqviOzVJj7l8T7QUZswR+ZwFqTl3otWMLBOarxqDtAYGjoCbmxXWq5DIChLXImdxOSGGkg+gRXSR2yrRaFyrsL5IxAuZwJbCDGBJSLVlBZSxsH1ijSJu1rHCWlDi8cpA3eIFGUXci+2cAKWVjKktxvjs/GsL8QVgpLiA3t/OuMkV0VVYVRPXjkprKpdwulOri3arB5uxLGcV+WoYRa6X7oeQGHQsZWUMls9geyRTa5DWwMARsNlMSUEoKsIsyBC/XZ1AqlZXqdZLE7WSlyYoZ1GGcwlSUMlyghGJEdJlLauFVXUJeIJSeBtvl7Bjn4vwS9wWY3x8+wu5X68kVOvTn0CtpUNEGEkN2HYfdvthvfq+YKNrdSnpdNWD7dJOi5WO2c4f9HzFNbD718ciKYtOjoEhxBgYOAJCCDhbT/iaqghF5h5isrIip4oYc/U7EgOzqMqgk1CKM2jZQS/KAKTi+2zxLhVm1A/KNmEq4ZX7fWFYLuf4nVCXXupDj9l31LL/Q8UZ+8QY5Pry16FVProJxz2ri0oiUUtR60rW8IVzVbAxNdyM3uoKYVnR3cbt75H1HWErHveux5KM07bIwDpQfp3PwbrKgKYfHG8xyGFpDQwcCWfrdcrVmoJMUJwl7+r+U0sKoLw0iSoNkZV/6kZaijJA7ZgWuHLvAcA+q4n2izAKtyKZa+8QSbyc4q7FGbvEGIcIMLI1FlPJomR9tJVyakm1+lOLzqNZOBfOynH9+na9vC4vttD3vs96rL6t9uWL5pIbR/pmcbbi03vvdjz8weNeYpDWwMCRcDIRVtNUKAezTBpkC0KS/jblIFjjXuk5W7f7grkhLbTVjml5XyD09ZLIlMx4F5kJ9qkF/an8z2XFGcCSqDxaFTAA4HH6c83tXXGGugJBKBaBFBdaz/KqE4l3xbA86am7r0WE+uByOfVgSYY+7uVXM05HZhMYczRrNJMV1zlbwHykmNZwDw4MHAkprpXIZ0VSFQOSPBwZkSV3C0JOMeVmbRniQmRwTK7FJFKQJ2+kBSKjcwlmMpFz5+3EiL0FkkgnQ419tZHViNLiTh/Aa4FE3u7CLJkM4GMsbsgEfLER0wKAL/BvWTu0CUd39vYXIaZqN3WOU+LzCzcCe6wu186TI3NK+l1PJdGqm1jFFf6YGIFp8k5EAGwfaCDCHIFV8GSZ2ntxToyMaaIcGx0xrYGBBwwhBJyuV5hCQAghTWjJXBJLx9XX4zTJSS6x9UE2eWicS2NakxNfpMoHJIo8S0DmaJObTVe8tyBqHaO6DDw5tY6vCeoQEvRksSumpbEZHUcdW+vGreQk/jwqlCCCVClZOq5qq2ln4VyUVhcRS3mvpdW1JEAbUwRjHaqxOJKy+FXqPzdxWvfIwCTvIieXXGTGipKL8Jj1B4d7cGDgiDhZTZhCsBWKIU/gwawhy9dy710dQn0N2acxLcCC8t4dSNpGLSi3r5fDZdUWROKdFR/7UboN3bGMRf/3wkW4K6blY1Ya39HE4YXL1J1IyaelJgSSBN0nEQNt+btu18K5uRsqK2CkTpfjqS0odTvWQ2q5Eeu4V8tNaOeh7KrMKks5yNdDPEYpp0FaAwNHxImoB4mAiZKbULOOJk3KkgB8jl8FcsRi1tIUqIxpURl019wtL6P2sS4ALdW2bNYJuRRc9HK2/Fztc7cuk7dVQ+/GLrk7gG6CcSumZdZNWb1dk4e7ZIU2kZnQoV0MtxXv0ljlYlzyOc/RhBGtpGX/gSmpaSyrdi3WTxq60KM+AM1cVsbIBJctb/uuFCtAXyEGaQ0MHBGriaScU4plZfEFUmxKX+vT+RSk5A658k7BCEq3E9mkkxOPs5Tdiupmd6GLXXgy0iftfVbVoSKMQ1ET1KEWGAF4ev1WvJG+d7Hvs/wv8dntr+V2u4gPAIit/l4xOVPfjWjuwNLy6pFfMl4rqwtLqytGRu191D7V4gKWrsjlEH1ld2nnLClvfYldnbbDrC8gkfuxYlqDtAYGjojVKtUg1EkqPfGa9B3yWhWEGocRD1+20jgfa0/aSl6A7i9Vg6oIJBiBKVt4AupZVWpReZef6+Kgn66V5sax6z89sT+OwYXoQjHjHL87v28nWambbpnki8KN2LOiWpZQXftP4dubRdVuS4SiSgbQIihuHuPPp23Tfju3diV2vR3Pvp0RsN75YywGeVekRUSPEtE/I6JPyu/X7Gj7MBE9R0R/727OOTDwagIRSTmngEBB4ldp6qgL5wJlHIpyH+beSXk7NrHqe38+JQfpsNiXnvzVpdd3Fap15knt0B/PWvWaWT7e1PoxcvQjXC430hVjcGM7tcmq/Jza9Qf9vp78Xa0hlb7r9gXxyb81DdQuReZl0jCJ1Z1zrBwhRm4RbWnZWdkmmGsRJaHpESzkeqylSe7W0vopAB9k5m8G8EF538PfBvAv7vJ8AwOvOpxMk1TFcIIL/ZE2aVJNr01scVhMS9/rKsfeglI3IWiZWLzLVXjofOWtombtwA561tihLsJdYow8jsJKO9zysmsz66OW66vlVR+ncaUWYdVFcXu5XUAraVkIKoszakuxJCnvJjRS4qKfTJRqTZkPOXd0DN66W9L6AQDvltfvBvCDrUZE9F0AHgfwT+/yfAMDrzok92DIxJQLtbsJSysfZBchLWNaujKtqhB9LUJSVxs7S0snK06xrpaLro5V7RJgqLpQn8JrpeAh7sGanA4Va/j+iAjfsvoRUJXRQ1jJdlVkLi0nvyDkIZaXumLVktJagL34VTPehYZyEGiqB30JKD2+trpqIknDWFaAjy6JGEhxKn9MtrbyNnMTkvw+hq11t6T1ODM/L68/j0RMBSglI/xdAH/rLs81MPCqxIoIJHXqApKEfcrWVCKi/BRMZUxLCcq/ht/nn9R97MK7COWY/NJZeSSd7aIOT2xKHwe7Cu8Ah1tg9ZTKO8/L1Ztc/aI6eY/MyD0stC2vJbkwuElYrWrvrYK69TXqeWYXayok7rWVR+WxXhZf1h6sf6cHkmPUH9ybXExE/xzAE41dP+3fMDNTHQlM+EkA/5iZn9tr1hP9DQB/AwCefvrpfUMbGHhVYAqEKZOSPv2myWyek0svERVbIVy1XITQzF2IXOFCiWfmaFYS0kQ5M+cn6+yGFPdfdPt0v+zOiNLgAGHhpbCY7Ksx9NpSRau/u30fGHPVfsbHtj+Pp1ffU3ZEdi+L9mIhMljy5toJxMCSUDSJOMgDSC/eRWJ1eVJrklNj1WJvQdmxbgxcrlCcL9a9SkZ2WqmYhKhW2QI3l7SpCLPdlQzBO3zwuBvsJS1mfntvHxF9gYieZObniehJAF9sNHsLgLcR0U8CuAVgQ0T/jpkX8S9mfheAdwHAs88+e5wo38DAFWO10uVDxNLKtkQsYlpqKQUQZrUaEIFo5Zu2s7gOZXrZzsn6sVJPLPXkqFyuRC2L1j7Zn35p3IvyuHrTVitQX5OSl9qnXjtW0J7ZIMdn5P1BQowOWRXQNmJxsjwtUHX9fcuL8nTvr61FTBGJZJqyeCE3dQV6kvPH1vAexuwWFJJTCy+VefLH2FFmO6tbMJnv+nHcd+pBAL8E4B3y+h0AfrFuwMx/nZmfZuZnkFyE72kR1sDAgwpy7sE0GdlESNUTtHcVEllMS91SXrpey9498RXnhiOoal9T2n7whdmPhraKjc6NeKeoXYXaX1eIQY8BYjntzNOiMm6lYE6xH5W/71MN6jG5GC76ysGWa7F2K/aSkYHlR6Nx0DqHSy23zmVDJe8BJnnXOBoRgVU5efVGVh7X3eBnAPwlIvokgLfLexDRs0T09+92cAMDDwJCCJikJLvGq2xSKmNakV1Miy33Jrlq0utMTjDiAUrFoE84LpSEnqRIluaQRNKWCMNT0J2oBA+FP88hasKWECNghW9d/SjgxBetyu0hUJ/QyBOJCSq8Eq+1NpaifjDQY3yczC/u2KqUgWrVYh2PF2d4o6uVwwWm4ng1mLw1ll9HtRXdII7gFlTcVcFcZv4KgO9rbP8ogJ9obP9ZAD97N+ccGHg1Ik3Cwc0FnCdGH9MKRLlQqbqNwDFP5hHRqrtTmnxSUN6RFERSLa5AkLkIYV3udBNmKGlqX1jOZ5fJ57m3MZLKFdkxEwvDg1Q1VzNL3w2oxDyF9ppbQGldKYmYZd1wLeq4qm3epRcCZ/IuxlLFv9Qi184WbkIdFzNWEsTShxS7Q+5zzWqMy3229wqjIsbAwDXAJCW1k7tOyApWDNXPayGolaVP3JZrld2F3opyx3tRhd+WYmoW1/IorKug0+nhJZsOVRKqqOSQ/xbnQGmF/e7cF2L4A2oXYHb/HVh/UD8bLbdVV63oWV6aO9XqsiVr94SlaJVpItJvjo3Bk5J/n4jJ3Usu+/F1K1XmHqMQc/7sr560xtIkAwPXABPU3aYxC4ktuElF3YEXc5oItzGCkNbYmiXXikjdfQAkDwdkKsLIztWHRGwRlQsQkJiYE2mkfwoRRrkIYeVCaqBFNncy5+m4W9JtPUez8oVsJ2f17DwJkOoPSs/9vKsSzGnNq6m3XIkcq5J2Iq/+K8emxLVaLc8TyCyu2q0cI+T85bgolPZbbYF56ysyMOX7KsRb3fMjcNawtAYGrgOUQoiCyI/TH6daD8n9lCZQdfNlF5YaP9BJi3NFA7W6NIfKJxtDD2PXjx8TkW1SDUZnrq/jXTq/5fNUicb6oxZS62df4rGHj58x9ytibHBrN2E1rC/tP5duona8ye6FWV71ciV1/Mr3TdSvlOGL4gJLdyOwHI9WQ/HnZhfLsnhoquyukveCFOShyVYs9g9RbUvxlcYgrYGBawCNaRXOL1mKhJkdUclkJY2mQLmMUyCdVCgX0gU03lS6A4nKCSgTjnMtxmiuwhYhZXbBfhHGZVyE90JR+K2rH0FoOJIu8BI+ff6hMnGYjEz2KQrTxabJvU6sTWTXTiKehZSa8Ss592KNLZQuQb9+1pK0lyaPCnf8e8BUjJ70ivNoDMv9q98t/71xz0pXikFaAwPXAUIAUwiymmz60clFiUrjPkpSc2RHNEZIAMoJhszKYm+J1ZaXy9UqKr/7oabAiSjZZCPjKDNYyyojIjy9fismnCzaa1zLC08o/9M/Sc/68jUCe4SnlldNSrqvFlKocu+ypZ18FQzN59L+ajehdzsTythZ/pfKhw6Lo3rr7epNrRHTGhi4Bkj6BpNfq2vQ++fSxBGzkjBKjCu6yTe5DynFr7SQLi0Ti4MoBnPuTT53CR/jilJZw1fL8O2K4VaoLYFD+K3u67IT5AW+1tz+En9lQRQat8uE74oX74JWtUj3dWlJtWJUM++ulNE7oy/t5ONYvo92FYyy0+wmlG0hUP4u5eVLKiUh4J5PKhfhVWNYWgMD1wBJoqyTmFgy2bqSx2tXd9COS1RluVY+flVNgFwep/GvLH+vXITZ9cfJVQimwgKrXYS7L7D8ycfvQB0C89XZ9yoKSROJl7jR2a7n9C96Mnm1nnqWV2u/G5rFCCt45eCupUxiBHorHtf9BiE6/x5YrvPFPgbmOvE5aPk3LZdQuSoM0hoYuAbgGPNjrk1qnJ+K07bSbVNI3t1ck7mBkozdV2jXWJfP39JE42L+E8JrVcqA9u1ccp7ImIxI9q2TdUf3qtOXWovivcS3rX90EdcKWOHb1j9aXUw7plXL3/XeT4EWZGH3BVCVZYvwApkQoyA5tCtlqLqwpVxsJRlrv57scl8NN2E3fEdw47LvZYziHHTK0qvGcA8ODFwDMICgsy/pxEt54jBZMmOe02S0ja6QLigRH1tcazvHvDyJ5mxF+Z0SkUuhBcFk8ai2pzFyHmthiejr7Kb0MY87cw22cKi7kN14auIoxBc7+th14lbyMTX6K5KIYaSyGG8EaIVlnzBXHpOd08fBeknGMQLrqXG+hZuwHHtkzm7LyEk2D5gbGY7UFwnYV4RhaQ0MXAOEEBABUAhpkoLNL5STidMEFsyDmI4lt/ijs6RKUUY6wPOHF2GUlTP6AgxyE7CKNjQ21kOtCuxJ2ff9XFZdmAQXywTj37n4+f3iC9mvBOGtL00gVkt4lwhDLcBUJb7hKiSTtLeUg17hZ+dbWmMLNyFZrFPRchMqsVssy6wvfbhJ2+WBpfig+TDX8D3GsLQGBq4BYtSlPmJh2QQibOc0qWzzhJKKlhKlau4XMxeWU01MERHzbCINjZR4wtFJvLa8dgkwijwuZ1HVcaErhwyql2D8In+lLb4QYj/EAvP3bFeljGzBVEnELctLLeGe+5H9k4zDFPoV4C1Z2NovxBoMkHdNC0Lj+OA+5+PYWYO0BgauBXQSZPG9ad1B5ijxhYRAhPM5ZpKaY+nmUdmzktM2ammnMrYFcLGshK+QkQmN1X0o1lW1lEmNhYJQrTF1K1bHHBrTWszfSjJYTrSeBG7QY3ixQVy1EEO5gNnWNNs1Fk9qqgb0RNFyFfq209SulKHX0iInL9DwrkK/anFdS1DPibBci6vn8lQLzSxwE5TYd0evkxDC1TvrhntwYOAagEWCrpNCZM5/nOrWUTdgFl2w7U8khOKpOAoRejdiksov87QyOgSR3+oxXmGo4wFnMYRVUEcSkIjy0P+X3X6um9aPygfzkZx+dLsnPx/DeiL8+cV9nrBJQgx1/YXS9dgSX6Tr3u8G3LdcCUFTGxr5WiiFGPuUgwwuCEvHUJ+W5Hwe6hbU86YcLx2D2fnkXtu/8pvoKHJ3YFhaAwPXAjFKsMRNulEmjhijE17IE7e4E6dAuJgjUiwq5WGBAI6qdpOn5yirFUtMrBZhBFKisTHV1ldTBg2zyqomB+NeJKiym1EZjN/f/ho+M//qot03Tm/DMyffe1if0nFWRnZMsNqySgnfZfs6FpWtLskHayUSxwispoaVBDiRjh0XxOL2lljPTajtJm8paWoF6s9RLVrOv9U1yrHyGV8BBmkNDFwDpKfX4ALjamfEQjSQE4wpTVuzEFm20lxScfCKQenCuxkZichs3rEVjv1DdCYvYnDkQl3o27hhtmNcizf3GG7e/9j25zHjfNHk8/E3D+qjdgFmt60jo54bEDDl4ETLBGAPZkaYlvsI6vYtlYOAuQR9knFdizAESw7Wa1i4Cf1nDBQJx971qqXB8mcs11RbcFeFQVoDA9cA25lN8YdU0SLApMYsYosLqezuZxwlqG1W/3FecZbB4Llsp0TWqo4BIMd1mLV6vHfBmXpxV3xLz5eO8BvTr7uRwS88mA1C2CXCSMVp3bE2V++1+jIZdSq425jsIaHVpZJSU6RRWWWenGqXYLLGGuNu3dCClOz7oaSXDmMpI5YeXtYNF6S+uAcG8h1hxLQGBo4MFj27xoIYDGLnHpQJIkD0hNcAAA3bSURBVOdspaMqSXI58RJZTCnHn4BENunwDB/bSsF3lurkzsXVmnh3xLfcKItYl/6U1787pkVkE/mh0vde1QvdbnMv5zf7CMvHtbSOYJ0H1op91XJ2n2Ds70FvtWLd39I8NAlRydCdM1tnss0vJllblcG9rh887HxmdV01BmkNDBwZMUbEGAulna/wnuMHznoCKBOZwpdxyotB5n2AijV8W51zvGqwZcm0yjspfHxLh2MEhb0/wJ420cQR/sfqJS7Nil41jD+7+bGF+ELPn/ss7mkimckdk6+by5ytvUKNzvIjeu9K+9mNm0yMsxxbtVgklaTjc7B0W7HwY9raOCvsQYmqkk3y/tB8uXuN4R4cGLgGiLDYEUCILK489N2DEsICkCa2mTlbXDl2FdJikYmsJGYVvVKxJBfI9sm5/wrDiBKfaoWNnntwV4yrecgdxLpaqkF1y6EidN/mkD4pr1i8+7k+x7VQJoQXbbSdEgzKmoE10ahAA2grB1sVMLKwoh4vI+dg6Vj8KBMx2VZTqFImRO1Sx+Hdw71yVq8khqU1MHBkzDMjSsklFusqwCa3OS7dg8n951xJjqnUiuIs1Chl7ck1JC5AIbOF9D33I8QGsW6iTuyuukXHAquxsypGKOsXHvKjxxRVM4RCfue8XQ3jt8/f2xmc61Muhnm5iKNdy9INyFxK1YHdrkCC9VEjxva6WXIhC7dgIs92LcLCNRnq2oTmNtQ+NU/LXuv1ebO47Zq8CgxLa2DgyFDLhzlm6ybKc3t0ycW62CMQwTHFrTQ3Z56RhRbRWUDKZV6soaRTKwXVwoocMUdvyWh1jN2JxebGdFPnJS2oe+VuaiUV5+2O5w85p1o/JG5C2nNMWuq+kpO3+kUnJgW/XMhS1q7ijSlbQGUtwik03IRkAgttt57Ka6yrdehrrf5u7kCNkdJRiGtYWgMDR8ZW4zYMi2G5p2afXJwK1FLerm66bCUpaUj8q1iJ2AkeFGUysi5T4uoPOhxqWakkWn+EcruijMUPSmvlTrBTiME4WHyR2ngBBnZalEpsAC2sLgAL66oZpwoluXSTjLlTi7DhtvOiCj2Pvw61zHWfFkvR3K/k2kwb9RZkV+wVY5DWwMCRMcdYuHBSqnAiMnUP6qTCbjJR1x9g8SmrdJHa5diTdx2Gan9nXF5RWMMTE6BVNpxIIqJwJSZrTf4japKFcomOd9GnF14QFj+eKL9t86OYsCn6n7DBn938mJ2vI75I19cXYMS4dAN6YvPwykElpPraY9T4UF852FubqwVCVXyXLFal8MVzA9SNaHGtrOiksgqL1h5Uy3qoBwcGHkBczDFbRwAAtqdojX2AUFhbvhp3CHAV2qUPJZMs1ChjVokcSkJrkZRZV+kojW3V8a190vcWaul6s7p78PEurTJPmeHy6ajs75nN9+KZ6W0gmeIIAc9Mb8M3bt66GIcnyZSDtSSqFlh8pSH0VYPl9fa3LxR6AiUyrSnpj6mVg9peBR+2zdyE2kYRmbNlx1yO0Syv8toWFtsVY5DWwMCRsRVLKy8PQuaGSb4YFV3IROJIRusI6kTkLS4lscxjeZ9zH1ZkpttIFnKcYynY0KKqu1yDlk+FS5HYncDL4r1F9unzf4lPz78KhlTPR8Sn51/FZ84/JANFYZ2ZWq4vvrBr9FbVclmRdruGKxDl/h4BKZS4apegl7bX7sNFfUKUknu/t35tFTBUrk9GbB0L/CowSGtg4IiY5zm5mqQ2EpEupW5PvnnlYhdfKKww6DZeWFzqDmR2+1z+Vm5DSOTo4lpWHqgc8+ViW+3VjQvX3j0GM/A758syTjPO8dvn7y0Uh11XpSgBy/yntrvQt1eFZy9nSwmu5yrUuGZPOcjoyMx52X7hJgQKhaF3/0HGrAYdUWmBq2iE5X2ydEee1sDAA4cYgdnHbyReEGdHYAAoAHGLIgcrW0uwJUhMUViqBZNbzcXElMgKF6FkG7kJS2MXPvnYo1YNRrUE9+goqH6jsRK35zJSjHrq3KkePLRPwoLc97VPs3q/7T6e9q7Cul2ymmkhtMiKQi5LQWU3oTSt3YC5KgYDkyNJZl4sOVLnZOnDxzGsrUFaAwNHxMXMsgBktpkwy0KQedImRpztSTeXZyJLKFYE0nW2OAfT2e3TeFiWundISNvV2yNiUTB3QWJyHYVM4RD2EdKsm5LdFtDO6b7ErrW0cu3Bqk89l3eN5eFxutet6u11+1ZbghGJb5MXbmzs90nI3s3n94XqGKZl4nG96CMzQKGkRXIV3ltE5F2FabyX+TTuLYZ7cGDgiNjGOZPIrC5C9kpBzhJ3tbxyDASlC0ddhlyRTa0UrOvtdROLg5KXxbbUbUh+hm9gr1vwQPRiVr3yTYonO2tpqXpQ7x1X4ot9ggpVDoJ2l23StlkV2FH/5b56rkIs41K6r1USKj3MLN2E/p4Tyg0pVkqLfb6XrBpE+RA03IMDAw8YXt5GzKIe1KTRtCAkgRGNgLy1JWSmE5RfG6sQaajcHU4pCH1qZv0/dS/uxNJdqJZC6TKEO8a7Dv35a+wq61QccoBV5q/V5xap5fSZ8w/h0421tJ5ZvQ3PnLy1a0XVAoflNbjxM/mi6cu22r7j6vNt0Fh+BOi7A4FkeXHVsY6/5Sb0yci5KgYxAqxcEwjFA45PRrakYqm24iy8q8YgrYGBIyHGiO0cC5UeCOAoVBA1LhHF2rL6g2kCMbJSZVkI5GoLwtyEaom5uoPJMiurX7RI6uC4FoxEOP/Tx4LI3JveqrgL92G1k8H47fP3NtfSen7+rZ0TbYu8PFEd4jKs3Xzarq432KspmAtRdVyFNbHOURaSdNt7bsKaiJhRVo5nBukGRq5ZaJ+tvTime3CQ1sDAkTDPnNyDOUjEmXx8npa3tmZXTk8JTONbsdGutsRCSDGz6GsI7iCpVlxLraTsYssBLte2atdjm97Ut0vIsA99EcaXDzg6IYkRaKflpVDCmXa4y3IMa8KyqK3rZzUxWkV6mQGEzj4sC+UmQqK6YVE8F6jItTEmcmqL9D3Rayyrx18lBmkNDBwJF3NEhMnR1UU4Z8kgEOdEPNvK2trqCsUwlx9BrSZbCBIw4tKcLiUq7xrskZSvRajwRtC+hSAzLdXuQOHpVlzqTsUXil0ijOR49W6vfCp5X1oiu9yGtQijVSvQt1WpeMsVqNZVa6ViQNx2DX8kkX2aZY3CjpvQbSsruqsrkzGJG1Dl9el7Gdz3JB27r7biKwXqmeHHBhF9CcBnjj2ODl4L4PDHtoFxvy6Hcb8uh+J+TQ9Nj64fXT9TzOIMvnjh4tPzH88vHGOA1wzX9fv1jcz8un2Nri1pXWcQ0UeZ+dljj+N+wbhfl8O4X5fDuF+Xw/1+v4bkfWBgYGDgvsEgrYGBgYGB+waDtO4M7zr2AO4zjPt1OYz7dTmM+3U53Nf3a8S0BgYGBgbuGwxLa2BgYGDgvsEgrQNARI8S0T8jok/K79fsaPswET1HRH/vKsd4nXDI/SKiP09Ev05EHyOif0VE//ExxnosENFfIaJPENGniOinGvtPiOgfyf6PENEzVz/K64UD7tnfJKLfle/TB4noG48xzuuCfffLtfurRMREdF8oCgdpHYafAvBBZv5mAB+U9z38bQD/4kpGdX1xyP16EcB/zszfCuCvAPgfiOiRKxzj0UBEE4D/EcB/COBbAPw1IvqWqtmPA/gqM/9JAP89gL9ztaO8Xjjwnv0GgGeZ+dsBvA/Af3O1o7w+OPB+gYgeAvBfAfjI1Y7wzjFI6zD8AIB3y+t3A/jBViMi+i4AjwP4p1c0ruuKvfeLmf81M39SXv8BgC8C2JtY+CrBdwP4FDP/G2Y+B/C/Id0zD38P3wfg++hYFUqvB/beM2b+v5n5RXn7YQBvuOIxXicc8h0D0kP23wHw9asc3N1gkNZheJyZn5fXn0cipgJEFAD8XQB/6yoHdk2x9355ENF3A9gA+L1XemDXBE8B+Kx7/5xsa7Zh5i2APwLw2JWM7nrikHvm8eMA/skrOqLrjb33i4i+E8AbmfmXr3Jgd4tRe1BARP8cwBONXT/t3zAzU1oxrcZPAvjHzPzcg/BAfA/ul/bzJIB/AOAdzBx77QYGDgUR/acAngXwF489lusKecj+7wC888hDuTQGaQmY+e29fUT0BSJ6kpmfl0n2i41mbwHwNiL6SQC3AGyI6N8x8674132Le3C/QEQPA/hlAD/NzB9+hYZ6HfE5AG90798g21ptniOiFYDbAA5fK/7Vh0PuGYjo7UgPTn+RmV++orFdR+y7Xw8B+DYA/488ZD8B4JeI6PuZ+aNXNso7wHAPHoZfAvAOef0OAL9YN2Dmv87MTzPzM0guwve8WgnrAOy9X0S0AfABpPv0visc23XA/wvgm4noT8h9+E+Q7pmHv4c/AuD/4gc7qXLvPSOi7wDwPwH4fmZuPig9QNh5v5j5j5j5tcz8jMxZH0a6b9easIBBWofiZwD8JSL6JIC3y3sQ0bNE9PePOrLriUPu148B+AsA3klEvyk/yzXSX4WQGNV/CeBXAHwcwHuZ+WNE9F8T0fdLs/8ZwGNE9CkAfxO7Fauvehx4z/5bJC/Hz8v3qX4QeGBw4P26LzEqYgwMDAwM3DcYltbAwMDAwH2DQVoDAwMDA/cNBmkNDAwMDNw3GKQ1MDAwMHDfYJDWwMDAwMB9g0FaAwMDAwP3DQZpDQwMDAzcNxikNTAwMDBw3+D/B9e4beU7Jlk2AAAAAElFTkSuQmCC\n", + "text/plain": [ + "[0.0, 0.3861957538422517, 0.42494096445180835]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def setup_sim():\n", + " sim = rebound.Simulation()\n", + " sim.add(m=1)\n", + " sim.add(a=1,e=0.1,f=0.9,omega=4.9,m=0.0001)\n", + " sim.add(a=1.1,omega=0.3,f=0.5,e=0.2,m=0.0001)\n", + " sim.dt = 0.025\n", + " return sim\n", + "# calculate mercurius rcrit\n", + "sim = setup_sim()\n", + "sim.step_inertial(\"mercurius\")\n", + "rcrit_mercurius = [sim.ri_mercurius._rhill[i] for i in range(sim.N)]\n", + "rcrit = rcrit_mercurius\n", + "rcrit" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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irLbW4t5c43bVoKoVzs8qq8C2K0khCgQTsbakpQ3j+sE8jKFq3dx6/hEf1uHqYut+n6H0X9wuCSAgq/nQeHiCkc4+AR4Y4JsRmInrW5SShj9GrIz8deTpvXCt3A9W5DWonGi696ic9LPXaAYVWWmfkjXofgNJP14xxoTmlVJOQPm6IhmWal9gKFVWZYa5R1yxisuJMFaN1nakcIxK9VWat01DiCOyEytlr92rr33lLMS6xg01x2xW4fxWjUvbM2xvVTI3okAwgrUlLcOMg8bAsAmF9FxdjSmqoYHAeX2pzSyxbvJY7ggNHSHlacFeGtB4pTNg9xUVWP/aOwuxX+9J+mRnY2V9LLL+vGLt1buiWlHR2izsk1uD3fVOJDT0VdvQOnuCKfGE7Wzt27iOZZc7MipZnpVKiVBRN0+i36Yj61BHIY1YpQUSi5SYJzEFtuoL2tbAtEHValREqJsaewctru8eYGtW4fL2Fs5vVdjenkEgEKRYW9JiBppWh3pVq1PVNCkNWCCYSFDBJbS7frM7f5Mtt9qMDuot2n0jBBYrMH+T68/m7snHz7yenjOD0Wh3DHdupZpYz7KLVB1lqcD4vSjakAUV558X1rcL0xqUV0GlQMdh6lyVSseNxVZna/pzGMb2oM5i82Zgm4ElQIQvCf4a3PqoFpaTWLAOI/WliFARULUGVWVn5KjrGrt7DWazCue2alza3sKFHbEPBQKPNSYtZwmuqKhyQokJKbcHATuGa8jei5f91Hc+1u3JYkwteQLLrbH8pp9H1fOporS3DFFOCxpYpVSqidlbavqehPMcTAVaZYKsRrbQLlSL619+XFZ+rsyR8gnKr78ur3PlxJPH6ZkRiComvzg2nz6NmQMRtqYjpTTYwTCODHXUX6zuyFji0ojW5eqLGJUjtFpbG7Furfq6tTfHrK5w6VyNi7Mt7OzUye9CIDhrWFvSAg4xviq+mY8QEIDebBXs4+iATQ1SNssE+mQSEoMDVlyI3bsdbMWsbPcxL4qql62zReoptiX9zT2/jjFFpsA9FaddMSivq+l2aHaMvkIrxd3b8IUgqnPp/nFyZafZTfkUvy9uVscSUcVkbdva/X3MXpvOHmy5I8F8P39dceDDBHWcqS+3nyezxm2zsXmgJjcPomlQE+GgUbb+ddDgqVmDna0Kl3e2cXFbyQwcgjOJtf3UW6vH3mlGFVW0DRhWVMsusztWbN+VFFXpxh9bgkME5gMZ+U08JrCxqLpvPZQGjG+sxRCH6ascf90Es5Rd6J+Zlde/YkKL05dKpX1YouyTIuWE4wi/VNOKj02U7uctvdya9OeQk19cJ9NtR1wAQirRGASV5RHXv0JYgyISAyfEFZOZnxasVQwyhDrYiAa1JtSqQt1oHBwQdg9azCqFi9sVLm1t4fz5LQgEZwVrS1oeY4nA4yIsv5zXhvIxWFMsQWBgZgr48VVDIQZ3Dtq+KqkjAKOzX6xSzwrkMkR4A+nCoetUjmZildhqk6omd529yH1ks5UIriOh/viweL+8xqUN9wgntw6TsWBuHFan1jpFHdRXpsyMe204PVawEOG323M1jswM25+arG2oDKFSjIoYFdkZOOrGYKtS2DtQuFE32Nrdx93nd3BhS9SX4PRjrT/hcUz9JAnLH6/bjhAMWWQJAk7ZLGkJ9mtelgRjy7Cb7NfF8LmQBuSunuXbJtsLxBCfU8+CjKLe/URimuzzIZFk3kFfS2QG+Xg6d9eYpwNzxWbnI+zX2PL6WB6bz63DUo3Lvw+l/dkXPZGSIoBkTJiJ4vExifkaWUxicQox2Ib+p3uP/c+K3E9jXzdao24JB5VCPa9we7+1ycOdGS5tzXDunCQPBacTa0tayc31DhKWPV66nKuboiWIckACOLwlmG/3N8jSORn4MED/nJmzQMMIWXTKpk9QXi0BfQVXaj9IRm3fKgSihF70HuWKzT+uJCHNbNoo+5anx1WU9hMTdh7G8DUuv7+3NvNwhn0fogANd0oythdjEguKi62dSUQwbl3Lrp1hVAogJhi3XCsFBUbjiKzWjFoZzJoW86bC/kGDa1s1zu/VuCzJQ8EpxNqSlsdREpbdf9HyMEEBSM7FL8c3yeOwBHMSXZQynGvTs8Pi68kHJfvtXfotVZVNawZj+3n9y8Al+bKZ3n3/vSCG6auz1nRfAPx7Flt8sVUYHnESBhNH1mFo42ukaRy+pKhyoor7NIzk2jzh2AOms27EA4+16UgsVmJxbS2QpycubYmr1c4+dOdt1TZAxlqFLdvk4ZyA2hjUpDBvDfb3G9yazbE9q3DXuW1c3K6wtSXqS7D5WGvSWoaw7HaMLuft8+USIeXLQxYg0N0YgeF60XFbgkFxOdWQn1+4uaOvZgzb2R9KBGUJwPSuR+uyvWhMQQnls1qMqDO7PVNnpgueAL4WlhJwmx1Dc0qiXZs4JIJBRWavBcn+msu2ItCpPSAluITE2D7by4c5hoIasX0Y4vJ+5g1X/9IGqFzisGVb+2qdQpu3GgeNwn6j8VRd4dJ2jcs7W9jZEfISbC7Wm7RGCEtnhHLY5WUIaWi5r4jsliHFFFt+Q7NaTNk+ZAnGiqycIBwY0zVkFw7Uv0r2nyePXAlZDbNYnWmTqqSxWlheryuRUE40rrNBRZYTVatNEsaI619+RhCPhMS4TGL+ywazrYkpIvt7hLWGYzLzQY1cjZHrwygGsa93AVpZNVYrRqMN5o3GrK6wP29xfW+O89s17trZxvmdWqaMEmwc1pa08ppWTFiLCGbZ5VUIadFyOjNHf3BxruLySHlOQM0CS7BxN9X8+FaRpZPoxtdjshu+Pzfm6QTVpQdT9cbo23/j5Ncnn9Zkg5KZAd2ffDcPe9j3qvtdFpOIkcrVnM8xWLAuzfBgZP9AydK2IolldmI4t+i1JzPtfhccEZffxk7NEzEMAdolDr3yqg2hrgitYcxbjXldYd5q7M41dvYq3LWzLXUvwUZhbUnLI36SMOBuuHmNaGQ5b19cXpAcXBTMmGorWpUxTBJAebBtfDP3QYzS+RgTzU5euJ7iAGFjT6wUiDAMcFSPKdWO+oONp9l/Q+O4SknD8rHGU4befqWe+uPs/LL3Ovv95IORk9QgkIwl88on3zZGYux+J23Ut/2CkR5fA6gU0pk18sQh2ToYEUM569AogmZCS64GZhhtqzBvNOYzO+vG9n6NS1szXD43k8elCNYea01a+UDiYjR9ASEtmxRchaCWUXXjUyBFN/qBaZVMIIZu/+76kDxipGQJlkjFXjcXa1BAmezy2tHY2Cz7mJb+YGYiuAHb06zG/Fi90EWhv3zwcU40QH/wcW9MV0J0GVE5ReePEc/A4S1Hf1yVERTgp3eyx/OKirz1p7qxYADB6HRsV2wVmujzUim7XJFyf0P2PCrD0IqgFaMyVp3PnPI6mLe4eTDHxa0al89tYzYT8hKsJ9aatPpJvnz74ZanKKR8+bA2Y3Jz7s12HiURua8m8nFUpbqT73tRCCMmFaAjtC7xxr1tOWlwoS+fyCvPtpG1ZTtcoNS2ZDUuIrPSeC1dGLQMjogG6Vgyf73JmK7CdVaejJyi8/Upf+72S4O1N/02AyTJw9iu9FdlTEd0oWYV9elThfH+sVVoj+WJzITQBjmbUDNDM6FmBW0MWs1oK4XW1b4O5hq35hqXd2a4uF1jNlvrW4TgDGKNP5EpYSxK/k0JWuTLqxJOWJctL133GglqBDUCZwdmKmiRIlsUwgAPK674shaRXWvK00GVamUxySxqa4mjT8i+ThWuh+yR09nzs6BHieB7SUir7DuFltbErLqJCTO1HhFZfq1L/eXbGFn8PSYopCENCgrSE1unznyIw1uG9nzLVqFXYDYNaS1CY6KwRuVmDWGDqiU02qDRGgetxs19hYtbM1w6tyXKS7A2WGPS6rCsAioGKY6YcFZRaTFKQY1kNotIYVjbKq2DxGqlNHOF32Z4eRKytlaZ7PKZ2gEUH1WiBwjK23MxYQy1Lc0r2LvWMMbM17K89ejrQ+69ikgIjF6bYFcGQuk/NDIn17EZNHyis7Qtrml5grKfge79jZVfp8gQHnJpYMnPz1kIhpuZw1mDikJwhAng6DoVMbQhVI6wbN1LQRFjxgytlVVgdYWDxuC21rg0q3Fxp5ZpogQnjiP5BBLR1wD4MQAVgP+DmX8o2/69AL4TQAvgcQDfzsx/OaXvRXUroBQFH18+LOEcRXqx1F/4hp2ebjf4190IhxRZeWolToMWI3WpkDjEQOovUnb5gGWgn2wsEVRuz422jQiJweExJfA1qOR9SK1WAwbFv3cG8nFfeRurbLLEoKtDdUSX24jRMcg3tb+TuBYWb8tn0wg1yMjy8xalJ6swhov7icN4do1Kees4rnl1vzflp4NSgGkZprL9t8Y425FRK0ZrDFptnHWocTDTuHXQ4NLOFi7u1JI2FJwYDk1aRFQBeCOAvwPgUwDeR0RvY+aPRM0eBvByZt4lon8C4H8F8IYp/S+sU62BLbjM8lj/liz6oYO4nzzansfLeQnbL69Lxdu8Esmtx7wOlc4IUgjCDAw+zifetSnRjsxM3BFxQlAmUp1+X472Zbbt4xpPZ/tlhBepJc9Xcb3LmNQWZPcmhGumTlFxRlQMoIrszCTQgeha0ZGfNp3lB6SvrSJjBIrntK4FEIzpnt9VKbsPR20MESrYgcm1UuCWYZRTX0wwbInLGAVtNBqtsaUVGm3Q1hXmhrHbNLi0vY0L8mwvwQngKJTWKwB8nJkfAQAi+gUArwcQSIuZ3xW1/30A3zKl49NoCy7qPyaSYh0L/qaNHkFYxeWXCkELLtt+vXSeJ0IuRMuDMuofo4mSi/3prSLyBYN1wcKDm1EiJ7NoXJZvy86STMisQIQ6IzjDhVpZ3Ib7/Xj7E4yI2GjwGLFWbpLUZJrEjEksf1xKqGnFlqFXT+hbhj6YAYpqXsagUioosDDei92MGk5dEVs7UbEjM1bQZFC58IZhjdrY2e5bbdC2NeaNwW5jn6x8blssQ8Gdw1F82p4N4JPR8qcAfNlI++8A8OulDUT03QC+GwCeef+zz4QtmJ4vR9vsjT4OOZRIoEc06G7sqyiuEhEGyyraOGQtFgcfuxnSc9Vj7bg+maFAZj1CctcR17L886vyWpa35XrqqtDGExNFCgwGybFKViPF9TLO1Vn0vkXbchLjJSxD5q6+5S3DeAxXR2om2LmVSsd71RWiGL39WTECmWllScxUlgC1sfUubRittlH5vXmLiwcz3HV+S8Z4Ce4I7uhXJCL6FgAvB/Cq0nZm/hkAPwMAL3rxS5M7+iJbcBEhHLftt2h50fHH6lx+nrp4XzesCukt0UJHiqs39sotDKUKKeo1pPsyIholOqcGezZfdqNP7biMzGBJKXmvdDTmKbH7UhU3qZbFaS2qG8CeqivF0XvniS0iuthG1JEi8uts33Y5tnSHSCy2DDUzvDMYW4ZEgIreoy5O74MZ9n3KrUOiKJjhfobkp+l+B4bctFFMqNhOEWVYQSv79OaZse9V02rMKk9gBvta49LWDBfPzWRqKMGx4ihI69MAnhstP8etS0BEXw3gfwLwKmY+WOYA+W25RDiLVFjJhkvbH16FjS5PsAXD60xV9R6aGKkqH2zIa2BecSGzwrp++zOJWHXWD3sMxs3Rj7zH/SfXFJFZonpKZKZRJDN/rfH71GaDlm2/UZ3Kk0ZEMN5eTB4cmbfJ61O5DVggw1jB5WrLj8UaJDFndSbjzAqWYV+RuTAGOlL3dmduHRJRd47OJhwKasRWoSED5cd5kbs2ZdVXawy2ZjXa1mDeWPK6a2cL21tiGQqOB0fxyXofgC8goufBktU3APimuAERPQjgpwF8DTN/ftkD9G2+bPsElZUvH6XqWkVFJeefz7pRUlW+zpGeRlLH6s9o0d2M8nNqspkzYstuKGhhCkQETm+64djxbPFRH6WaVbC6FpGZu9b+OafX7mk7VZimp4T6X3Ty5GC/n2A1DpAhZZ8D/7787B8+huPA97zyr/kjBTs5HtOVDFDOpoHyBBUHNdhF5ZksAzbOXlTOKrQ1LlvvMhVBs7Zqq6qg2YaB5o3Bha0al8/PJGUoOHIcmrSYuSWi7wGsG31mAAAgAElEQVTwDtjI+79j5g8T0Q8CeD8zvw3AvwRwEcAvum+qf8XMr5vS/yKbz55Dvk+2vITKKR1zofW4pKpbhtAW1ar8NnCaqkvGag2QqJ+SKI+keyXSI8EBIuqmlvL1tfi8MvU1ULPSbEYHE48Rkk3f9e2//ri2VIHlassfL94n76cf7MjUFhhvevgzuFP4iff+ZW/d//CVDwSV1f0uqVNrbK/TsF3wE/GGsVxEqFT32Bul7FyGlWIwKxiFqN5lZ9awiUODdlajbbWtd7Ut7jm/gx0JagiOEEfyaWLmtwN4e7buB6LXX71q3wvDFssSzJKqa5Xlpc5nCYWmg9Lot/XvQ64E7H5cVCi+z1B/SogI6YDmiAT9Iz3Cebv7NkXt7Hr7buTjrIpkFtl68XX31Y9TXL1rWay24mj5UP+rqK3/8Ed3jqSm4Mff82iy/E+/8oFgHcbpTkUICixWYnXV1csMMSr3y2VHXMawHZhMXiX7Qcr2WV5tpdAahtYarTa43Gzh8vktqXUJjgRr/RVoWcKx+6TLh1FBqyxPrVXZcx1XbKW23gaKm8b99iy8oCr6oYkQ9kAXse6ug/vhA9dfHEEfDVpEhJLbir7mk6uoXpqQU1JNrmxEbTHSMVZDagvoq6tFauvfP/xZbBJ+LCKx//FVjsAYSUDDTiPGYSb4ilQyzi0JaDgL0U7Ia+tdJsxraH9Phm3SsHFBjb22xdN2tuUBlIJDY81JK12+07WtZZeXtRFXJbQ4AQikRJnPTjE0HiutCaXWIkcs0o+ad+ebnF9QQNyvbw2ENYqpvuL5FUjaLLb/kvZjCqx0HgXV9uY/+hw2Hf/63Y+G19/76uf1gxrs61smic5Xyg9Mtu9nxSq0qSu42TWcVRgIjENUvmkNmtbgbm1w6fyWDEoWrIy1Ja3s/r5Sbeu4VdYy/S0kODO9bayqkvXJzXlAjTn1lByPu5t+b0BzNgi4O99sLsTY+suuxR8jte/KKqpEKvbJzX3Sy226XKnZffsBjBLh9dSW2+fn/3jziWoIP/LQJwAA3/ua5zmbD8WfVWUfp1IrN8s8dzPIV1FAg7WBJjsxsGH7SBRdEbRpoGsb1Gg0Y7dtcc+5bWxJwlCwAjbmU7Mw0j5BVeVYhqQOW7taZBtOPW5a7/E3XOrt15vJPZrlIp50tqdCMjIL6zOL0Hbvx/1k+3BfLcX23TIqqguU9Ak1njE9WHnoH7tUA8yJMT+v00xWOX7kXZ8Ir//ZVz2/N56L3bACnyT0A5HZzRzvyUwRAonNKhuV10yd8jIGra6d8mLce2Eb58QuFCyJjSCtKYSzqJbVb78c6RxGlS0kuBGVNUqcjEAePYXk+izNK2jdMF/PiLblE9TGxBIRYBxLLxFHOFJGcsG+i88TXCRQyt6nUkLQt1vW/mNwanmiSwW+5YNLj8g4Vfjhdz4CAPi+1zxvMBavlE8d2mDF3M2g0cXigaY10IpQM4OZoJWdy9DOqmGgtUGjDe5uNO6+ICENwXRsBGktq6qAw1t/R0lKY/seBYHlSb9kkt18v0hxxSbsEOHE++Smrbcg+8SRWXAZofSPOU1FedKbmi6M983tv0CgbvkXP/Q4BB3+lVNf//yrnm9rntzNtAFYQe5j8SGY4bznhu0MHvYLE4FB0GyHVjAYhlsYtgENrQ32W437Lm7LAycFk7ARn5JFqmoRqa0Sg19q/yUIblHkfWzbKIGhu3WniitSTwmZZem6bAaMoH4G1M6oxReppXhLTChD1qE/frx/THpj6cLReldmL3oCfesHhazG8C/f+Qi+9zXPg6JuoLKCn/6pI/6KbAHMkHs8CuzYLv8Mr7rqZgrRFcFwC23s2C5j7FOT7724g4vnt076kgVrjrUnrXVTVYuWl1FdhyKpghU4Fszo1XDY/isRtrcPc/WTTJE0YvGF9ZMj8FG/A/vb5eF0Ye9cexZhOjegKKvp8DWv7/uq57kQD9mxen5QMhOgOBnjVcE9fDIMSvbP7jLoJuHVMGyg2U5Vpo3BvNW45/K5E71ewXpjA0hr0fLhVFSPHArLY/svG2uf3HYCSeXHtzZO9LTdgZt2esPPziG2DwvnPtXii1VQ//zT5GHcb2n/sXZAeYxWSdF59fVLH3oCguXxr95pyeuffdXzw2BkJvczmoQ3V13BQgRgyP4ODRiGlFPPrZ09nu2wjH3T4ukXz8lTkgVFrPWnYoqqyklsUfs7uXyY2tYYgQ234049lVRSKXzhrD1VsA8taeQDgEfqVYVzLg5VQLkOlj4LK7qmnAwLNSvP02MDkEVdHQ1++J2PWNXFgEFnE8Kprnj8FrsByzD2d5inC41LF86YYeYGOkoXPuPiORmMLOhhrUmrlwhcoHqA9bUC8+WxtlMJbKgdA+XoOgOMsmU3ZEcuVa+KSC5eX1J4ZeuwELTIVRRHtbvMIszoKiG3X/4TUVdHiVh1+Wd0hXoW27FdOnrkiYpm1Kgr9wRu97s2TODKqi5jWhhjAxqtZtxnzuGy1LkEEdaatBapqh4pTCC10eMdoxW4KklNVmCJTdgRSK+/aK7BMfswrMdy9ary677y85O2xucXG4Dx/rmKGrQIs/MhCFkdN374nY9Yu5AZCtRZv7qb+kkpApT9vRGnY7pclRLa1bq0UjCsYQAwu5BG2+Ley+dP+EoF64KNGhyxNIn12q9OQovOZ6l61ZjFN7ItjbKPHI/tP0teKZmF9QVySSbFjfotrTdZm7A+fnhjREZD15i/Lu7PPN4uOv/4un7lw1chOH788DsfQavtWLdG2xh86x4WqeOfxios29bYNm6dNoy5Npi3BnPNOGgN9uYtbu83eOLGHj5z7Sbatj3pSxWsAdZaacWYopqWJZ1l97/TJDVevyq3S8nI/y/dhzld3+2b7jAWvrD9cBzuQ16vStpzIepeUGu+u5UsQjB8Xew/CmHdUfzoQ5Fd6EIZYc5Jp7qIspk0YGfZqJR/TI0CK7YhDQZMRWC0djAyA3Opcwmwxkorv6euMsC41+cSpLbIKlyqrzFCm7htlMCyx8t36zul1Sc2jl5360tKB+gUVEI6A7agYdNXcaU+S4RaPNd4H07alfoTwjo5eNXVOvXkVVenhu3vKVZYti2cUjNoNKMxVm3ttwYH2mD/oMHN23M8dmMXt/eak75MwQlic5RWfnNfsH3ZKPxhp22a2tdU+6+330C7KWqMslnX7X7powvz9T3iGGrPhXFb3K9X5ec6qtZK6cQF7Qwz/vNHniycoeBO40cf+kSYhDeoLu1nzu9mjbe/O3bTQdlPmSJbmWzYOKVlLURt7GNPtCPBZ5jzuOuCBDTOItZWacVYJSW4sM8F7Q9DUsl+S9h/Y30OqrNkfZnMdMZYnSKarpSG1peU0dDrklrL1dIYOY+pUCGs9cKPvOsTQW2F+hVz+J1qF4H3Cqs1ttZlXF2sDaoLmBu2aqvR2Js3uL03x+eu38YTN3aTz7zgbGAzSKunsg5vBR7GKhwjqbyvVa3BoeNNrXMhe73IJkTavIikyyECiZRRvn6hRejVV+E884dXxu3+04eFsNYR//rdjwY70KsubZCQmbUQDYwjscYFOlpjgsJqtUFjGHPD2A8BjTmeuLGPz167LQGNM4bNIK18eQUSW+5441Zhr/1Ui29Fa3CwvyXIrEQYo+u5nDDMj5XXx8L1TFRf/jp69amJKUIhrPXGjz70iYSgtDHQ7vdoMrXVaGOTho7EWjcTfGsYWnNIFs41Y2/eYnfe4smb+/j0tV0cHEid66xgM0irR1KLtvPhlpcgqWUIc6qTMVlNpTtFbcokYSKbcCGR5N0vqaCGiK9kEeb7DinLvK+3feQpCNYfP/buR4Pa8iGM1lmAserydrXWvobFbpu1DDUzGmNj8fueuA5a3Nid47Hru7i9Oz/pSxXcAWwEaeU4bD1q2XrYqHU4Zv+tqKymkuIii65/zIH1ExKDYd0A2Q0RYu+cC+tKfXrrb+j8hbA2C5a4LAFZu9erbEdmJksUeuvQcDQGzEBrWKtQGxy0Bgetxt6BrXN99uYert8+OOErFRw31p60VqlfHfqYYyR1gspqTIFMfV2y2Higfen0vYIaOs8kuDFiL/YCHYU+8wHEHhK62Ez8mKtxac3B/gtqi2O1xYHEwiDlyDL0+80NY9+R1+6BHYj8+Vv7ePLm/klfquAYsf6ktcD6m7TPIZTWIutwsiqaSEyTrUqe8HrBbulxRtJ5EcH4PqYQnO83729I2Y0RbiDCPLsv2Cj8+HseTVSW/xmrrdZEYQy2aiuxDNnWuJrWjumaa5su3DtocOv2Aa7e3MPjkiw8tVh/0sqXVyCx5Y43kTRK+44R2lTVNZHAjvr1FNtv0bkMReWnKsHSvvmxfvWj14rnI9gc/Ph7/jJRWW0U0PCfoVhtdVNDuUSh7mpcrRuEHP41LW7uz3H15j4+d30XWuuTvlzBEWPtBxcvXb/Kb/TLLi9xvFUJc+oxp6iQlY7N6D1w0R6ve86VR3li2+E+8nPn8L90PSG9vikT6P7qR6WOdVrA8IPY7U/D9hu0NgBT9ywuGDvhrnEDyTW6h022hsGsgMqO5bIOACWfuVYbPOPyOcxma3+rE0zE2iutHItu18s6AicRwlimz+L6pC8uvx4hudIhmLv1ixTS0HmZBfutkmT0/QthnS78xHud2tJZHD6b8klHastbhj6F6i1DOwkvQhzeTrircXu/wc29OT5zYw/zuYzlOi3YPNI6JCkdxua+EyGMoT6Oyp7v6giL7btun3LMfSqpjQU3hs4p3lcI63TiJ3/nrwAgicP7oIYfVGxcQMMSGSf2YBzQ8ITW6MgubCxx3dqd4zM3drG3L2O5TgM2jrSOG6uSw3GEMAb7W7FuNRRdT/uOlVu/7UI7cAIZLvtacHrxxt/+yzCxbm9cnyezLKDhByfrSG35iHxr3FguYyfanWuN3QNLXJ+9sYtbMpZr47HWRu9JxN2XOdZUm++wIYxJ78Mhbv6l2tIkO9A98K9/vP7UuqX3I69rMXcPfPTr/+8/leDFaYclJga7pxwbApSrr1ZwdVZmKCiALIER7JepuvIdKBCA1j0OFCBXowWYDYDWugPuc3VRnoa8sTh1Susoa1p3ekzW0PpJZDbh+CXrbezc8rZTyLA0gHnqlE6crf81IawzgX/zu38V/e7dT//ZiWpbuWUIIKltdQOS3RRQxmDeuoHIWtsZNPbn+PzNXVy7JWO5NhVrTVqLkoEr9bHGrtOkc+OB10v0OTTeqtunbPHl/eY3mGUV3uB4rTX+HQmOBz/1O3/lSKmzAOMZNEqWobcDk9qW5jBfoTF29owDbcnroNVust0WV28f4Ckhro3EWtuDdxqHGaM1+RgTa1jL3sQXtV/GJixZfBz+t7hfq8ryfhmgxQTnn2YsKuvsoXs2m/38efs5fhaXUgR2MXhiwNqAdr5CKAbbR3NBMaHRBswEBvkgPAgMnreWCI2BMQb3XDrXG+ohWF+st9I66RPIMJlwjpH8liGzZdROSiLjx0jaFoIbh6mpMYsteFbx07/3SaearLrytnKs6IvBjCxdGM9haLhTX3E442DeYm/e4qndOa7e3IMxMtPKpmCjldY6JcxWIaZVkoPFfgok8cn2d/GR9pewh6s4hyv4ourrwAA+pn8Ze7iKHVzBfXgJHseHsD+6/EHs40ns4B7ci5fgCXwoLL8Afx/PpC+z34InBDd6oYuBcxecXfzM730S3/1fPheBQ5T9TFTu63XtBBEBAFMIZthFRqUANoxaKTBb8qorskJfexXnvW0NBsHYNbhycQdKrfX3eAEAWtf5ub7wxS/ln3zLr2XJtvRhgHaQYbqfNjx5Od8/fpJvaTne9yi25U8ODn98I6/9mNxH57+NP5n/Inb5Ks7RFTyTvgSf5T/CHl/FFi6iwR7s3AEWhNr1cHTT2hAqVNhBi9vYwT24By/BVXwIB3gSNS6AAWjcxjbuwfPwejwTX95dhyOt2DI0zPj1j10/svMTbCa+68ufC0V2BowpP5WyPyulwvpKEYiAShFmlQrtakXYqhTqirBdEWqlcG6rwrntGe66sIUrF3ZQVdVJvwVnEkT0AWZ++aJ2G620NhFT0oI5Hp3/Dj64/1bs8hM4T1fwLPUleFS/Fxp2zMkeX8Un+LdC+zlu9fvH0c8IwNBocRsAsI8n8RjeHbb59QBwgCfxMX4T/pzeCo3bqDkiNL4HD+D1eDpeceTnJ9hM/O+//0l855c9xyp4ZWsYDFfLIKByFSo/ZIIZMABguumfyEXkmW2SsHJqyzChMT6rqsAwUI3tmGGni7rvkhDXOkNI65ixyPL6i/3fxgdu/wJumydwQd2LB8+9AQzGw3tvxa55Alt0EQ13qmmXr+Iv9G+N9rmOYNLQjshaSgntz/hN+DjeipZu48IL7sbB469Fe+PBkzpVwRogISX3k1QXuADs/INAahWCu4g8k7MCKwIZAgFoXNDHU6EiOArUXQWNgPsuCnGtK4S07iD+fPe9+P9u/jxumau4qK7g2bMH8fGDdwfFdNs8gd+9/dPgyMabc181nTZ4QiMAtHUNO/e/Bbj/LeDmbrS3vgj1xT8Fza6BGyG0s4J/+wefwnd++XOCjexThfHPsXRhpdxAZMtHNlkIW+vSBm7AMYG0colVu51cvYuZ8fRL54S41hBCWseIP7v9Xvz+zTfjlr6KbbqIOe8GMrplnsDHDn6zt485BhsPOJ6a1nHBp49p6xpmT/v9ZDkmNCGw0w2jHSmRIyVCzzK0rh+FGeNjq9CTGFWOvAw5PcWAImjj9wIUERjGEaQC9giEfdx7cRt1LbfJdcJGRWXyoRRUmC5oXfBnt9+Lh67/G9zSTwBgHPDNO0oYhBozXAAAnMMVvLT6dry0+g7s4AoAYAdX8Fy8urB8j1u+B8/Bq5Ll+6PlGhcAHP+30N7v3N24lCOwi1/0/bjwgh9CffnhYz8XwZ3Fv3vfpwFEkXf/k9P4exiQHM1h6NvbmpYdtOwHIdvZNbpZNFrDmLc2Ij/XjP15i/25nSH+8dsH8kyuNcOZ/grRfT9zy1GSbVl87PZ78HvX34yb+iouVlfQmH20fDyTc1bYwl+rXonPmj8qpgfP4QpeVH8dnlN9BQB0T4oF436VJvj89jzJx84mIaJk/3jdZ/kP8Bf4jzjAk9jGPbgSpwf5ApgQghct9gE62j9+UWCnH4GAwpcXO5jYf1YZ/QHJdg5DA6UIUICCrXdpw2AmVxNjq6gM2VkJK/vxNGxAxMDc/U3ADmKWcMb6YK0j7z/1ll/rRdz1ISLui5YXReB924/efA/e+9TP4aa+ikvVFTxv50vxkd13HQlJKdRJTcuvq7CDBrdwnq7gJVtfj+fWX9GdZzRAOCadmJQWbS/Fz1chsnydP87n8Ad4FP+5F4evcQEN74HU0Q3uDOerzwNgULUnZLbB+Mcvf7YlIKD7GaLt9qePtyvy/9JofKUIStk2FZGLyRPqyvZRkXLxeBuJn1WE7brCVl1hZ2eGu87NcOXCthDXMeJURt5zZXQS+OjN9+D/ufpTaPkAAHBTP4EP3n7HSn1V2MJf334VPtU8jNvmKi6oK1l68CrO0xX8jZ2vxwNbfzOZq680k8UyWDS3oN2WTubUETiPrisd5+l4BZ7Or0iIDAB+/WPXUV9+GNv3vQM0szNhxJYgc98iXISgwOrdbp2osY1GHsLw8E88BqxVyLBTOTEBSqGLyDPDuAQhE6MCQBXcl2ACE4MU0NqCmP0QtV7pMYht5eyeC1tCXCeMtSYtWoGjcotv0XKy7wApfuTmu/GeJ/8DbrRPuFnMVlMFCjVm2MEBbuOiuoKXXfgGvGDnbwFIFZ82jAe2+uuXwbICOiaow85MMZXIPNobDwYCiQksTw8CyxNYDLETNxM9N4hs2KKKvlIFy9AtGwaIARPNSViFv30KtS6r1GwQo9Ucwh6t9gRpoLSCajRu7B6A2eDeS+dk5owTxFqT1hQcpg5V2v/DN96Nh67+HG60T+ByfS+ef+5L8Se33hWU1TI39B26hFpt45a2EfdXXPpGPN+RFDBMSIe9phiHfbzKmCI7NLkV9o8JzOPgc/bnmCJbFkJgm4P/6wOP4du+9P5ukLFxNS47Y26Y4gmuvkXMUKQs2VFBZSkALhZvJ9tlMBtrIVbkQhsG20RoWgXi1j35wMl+2se9MuXTiWGtSetO24F/cv3dePvnfzIQ1I32cfzRzd9Yqa+atvC37vrHeOGFV/ZUVAlHSVSrIrdehteV9nU/R9RVPtfgb3zsxlLnN6TIgKMlMH7G23DwudcJea0zImugsw7tsnEDi/3sGIB7sCnbe0ociyf7vEgQe/VlyQsENJqAikEMcKtBYCil3MMpD3DPpR2ZHf4EsNakVcJR3tw/dP0h/Nbn/z2ut0/grvpezPV+IKxlUNM2XnT+1Xh0/wMhnPFll74JL7zwytH9juRalth/Sh1rWj99Ihs73nHgOAmM6j1RX2uGn/3AY/hHX3q/HfjriMiEz6H9hXseC3zmY/H+cx9NqOsHH8eJQgZjVilrLRpAw0CRQsMAKkBpBs1bwA1CJgU87YIQ153GxpHWIkytaX3o+kP41c+8EY0jqevt48sdBwoMxqXqCv7m3d+MF154JZi/K2xfZ0V1GAzZhGNj5tJHmQz3syoGa2JRehBYjsxEfa0fOiXlyMrNyNSSm46JogAGXK0qPEkLHYkBYfBxVVH4mzQu/l5X9mBkFBofh3cBDSIGuzg8EUGBcPfFnTv6Ppx1bBxp5YZhj5TysVdu+Y+vPYT/9/NvwvWmU1XNCqoKsMrqv7ryTxIlZY6JiRaS3CEd1Kk1qzFLcNG6Epa1BqeiVBMDDqfGRH2tJ4rpVrL2ICm73LJxSsjVu2CtQL+jMUhqXRUoUV8znyh0n2ulbV/z1gBu9hqlFC6f37ozFy1Yf9IqKSWMkFQJf3ztIbztsZ9YSVXVtI0XX3wNHtn7AG60T+BSdS9e+bRvxosufWUyjms0lbhh6uoozjVWXykxnoyVchR2ooQ3ThbhS1T0+YwHHQPD0Xj/GdTa1rpq9zdZV93AZGb7/K3KTf1ka1xuTFhtn4Y818YGQBoXhSfgmppDAbgoxHVHsP6khUxZTSApIuDhJ9+F3/zcm3CtWS6mfk5dwkzthPTgV97zzfjiS68K21eNoA+d5xTSExwtegT2jF8FVbtiH6453vSHn8G3PvisZJ1/vpxxM7/7yDpUd++I5yf0CJPtZo8zqShKFCo7UZmq7KS8gAEUodX2jqJaAyIDOmjwJDGqSuHc9trfUjcea/8OTxmrld/wH37qXfhPn+6U1dT6yYy28dqnfxdedOkrw7p8VozBc5g4JdQUcjrMvofBndJB6/SgR09gR2UfCnkdP6Z8TnuDjsmOwfKT7RL5JCGHRKGd/d3WtHwa0auvWhGIyBmCJnxAiFqn6oAnsY8r2MGOENexYu3f3ZKyWnTz/s3PvmlSvepcdQlbtBPSg6+591vx4rtelaipsWDHoceIRdc2pCDXVYEtHLfl7ix5XWxdg1ZHpb6k9nW88J8ndv/z9qD9bI2Egfzn0VjiCs/bcrNm2CFf5Gpi7KxDhIdJGnZJQ9jlFrBqyymweaOhiPCk2sd96hxmM5k147iw9qRVQn57f/ipd+E3HvtZXGuewN2ze3GtWVyzmtE2vvYZ34WX3PXqnppKiGnEjlxFXU2yNydaoGHcyTGPZesRT759jcloFRxWfYl1eHz4uYc/i2/+kmeGT2SwB6kbc6XIBjFsA1irkABkScLwvC0DgBhKWfLygY2gvlzfxAAMoUE05RNHKQ2HJ+kA912SwcfHhY0grbEwxh8++S788l/9b0FZjRGWj6nfNbsXf/u+b8VL7np1sf9lzmVKu8MMkl6H+RaPCps2nuWowhuivo4PQ2MGmbu/Gm/zjSUJGT723qksMKNCPJ7LrlcMNBowLqDRGgJBu6cg2zShon1ckVkzjgWbQVoYDmP8+mM/O8kKnNE2Xnf/9+Cld78aQBqoWKSYxghoyC4cVWirWoxL8Ne62Yo+TbhO9axlcFj7UNTXHUZU+JqSJCS2gYu4jXEKDGDUbmoNYxgtdwGN1tmDCgrz1pKimrcgAmqa42mXZAzXUWMjSEsRDY6DGlNWd8/uC5bhVz/jH+JvOGUFLEdMUzGVqAb3P4Y0YWwfHheR9ezCU6IMh5DYh4esfQl5LY/4XuAcQYCtLYjIGgxDLbJYfK+/gSShcirLsJ1ct65c/+imfKKKYAxhDsYWMZrWnRMBN8g+EuXyhe3jeBvOLDaCtEpQ7sNkienzve13z+7DP/+i/zNZNxawyBFvV0TQXN53lfFZy5JTsX4V8eOdrG/Z400/zjqpvaPGUdS+xDo8euQzZxgf9nO1KZ8gBOUzxXdJQp84BLopn0w06JiIQVBo3eNQiBittlP6KsOg1oCoxTVi1FWF8zsbe6tdO2yM4aqyG4G/MXzt/d+GGaXfZGa0jdc+89tG+8unHVJLfFWOm+b9DHUztE/ymsrtjxpDxzzSY2Qdb1Y1azm0Nx7E7b/4ftz60x/C/mNvgGnPL0XWRPafctbhhS/4n1Fffvj4TnjD8fN//LnhjSPve17jMsZ+kW0Nw7D9x1lbnxo0zDBR59oArUsTGma0GmiYYRiYtxpt26JpNQ7mGk/t7uPgoD3MJQsibAz9D82E8bJ7XgPA1rauNY/j7tm9eO0zvw0P3vOa0VRgaTnGqLqaWNeK+1g2NZi8LvR/p1TVMjjNqmoqjkx9PetXsO/6E/RRHnLhfvoXkS246O33wQ3t5yR0s2L4PWOVxWDUTn2FZ3JV3YwZ2xWh0fZZXPapyi2eVPt4en1OHiB5BFhb0so/ZGPjtV52z2vwshVIahkSmzpea5UAxkKrchHhFazCsXNf6RiCpXDo4IZqsHP/W4W4BlD6POcqyVGjjDQAACAASURBVE+oy8Sh+BVPqGvdGwqhjSi7EWZ6Z7jURWQlMvtSgyUvP4MGYDBThMbYZIfS2ipoAvbmhCd3D3DlgiQKD4u1Ja0S8puvIkAny5k6yhXRouUVwxlTldcULNx3Yi3rMEosPQf3hxoU4IT9i30S3v6nm5kcPCxWDW4QsdS7jgF+Ql3tnmrsXRxiq5j8lE/dQyS7JGGssgxbi7AmhNqZHXTcPdKkU1sat0CocYCnXTp3ote/6Vhr0lpEUssMwp2yvAyJjdmHQ8eP90mswwkkdxS24HElCU/62VqbglWsQ4nKDyP/O4iV1mJDMNqP4/AGupkyAFTUTagLSlWWUmSTzdkYLm3sfYRqOwUUgKC4bhwAdaVw6bwkClfFepMWUkqaMqXTYSzAfPvUGS9yHEcta2DHUdV1HBH3VYIbYjymWNU6lHpXh9IQmJi0GOxmt0CwBn1y0O4f/c0EN6HrgDl67pazFBVg/UXqZtIwznqsfAzesEsn2jFcpABFjFYzGsWgxuD6QYNZVckchStird+10viso7YIFymmqSSW9zN0zsu8PqowxhiR5dvy/Rb33b0j8U1AlNU0xOpr5/63gmjC71PqXQGecKZ8l4oVVXjtp39ys2TYqQhdb05gsWuvNYekZ+WOGwc0QHYGDWarsKgiaLYMR7qFp1M6AJ7EAe5TwGy21rfgtcTaVwTzG2kv+l74uPZuvkssL4qwT42lD7Wb8rrUz0ICmXheyyDuJpzHUXUuSNDeeBD7j3092Mwmtff1LonHrwbOvlV5EtM6j8AXFB3b1GAcg2dmGAO3n7HEZYCWu0i81lZxtdpgv9G4tjeHMdMemSTosPakNYWkhsZwddtpdHkRiQ0Szdi2ASKc8npozFiJOMZIbWw8VmnbMoQ0RKKltUJ009DeeBD7n/lvYeZ3J6pgCESAcnbhWSMuXuY/dv9QJqFi/2wtQGPcdE8RQXn3xwc0/LZAfAbQ7njaMBrN0GBoZjStxrzVaJoWt+ctbuzOj+09Oq04EtIioq8hoo8R0ceJ6PsL27eJ6C1u+x8Q0QOT+55AUj0SWlJ9LRpoPFWJxfuNtVtGbS0c9LwkH0yz/I6OkISulsMqA5W9XXiWiOutH3w8kMRS/4y19Pw/PaCqSkrMD0b2bS0Z5ttMotrs40ysMmuMsSTWGrSGMW8Mbs5b3BLiWgqHNlSJqALwRgB/B8CnALyPiN7GzB+Jmn0HgKeY+a8T0TcA+BcA3jD1GH7Kpm55ca3rKJdHI+0T4+5TXo9dj7/uPHFYqldNDWOM1bfsdnttU77xd9ezfoOeNwWPbH1T8sWF94Hn//mbJ9W7iPhMBzRKX56mKnxm+xfsY+1ECE8+Vozu26SvcXGXMqxUF8IAdY8yUQpgUIjFUwUY91gTpQzmja1xKQKuK8JWrbC1JfWtKTgKpfUKAB9n5keYeQ7gFwC8PmvzegA/617/EoC/TUt4RiW10Vdb4/v0lM8S6ipfHlViE5TXFFtwYb2rtH2sxrbAKsx3HayxJec+5Vg02p/AwhNW/u+RrW+aXO+yiustuPCCHzpTqivGgj+Vbt2CD2Rn9XGiruzGtF2rTU+pdSrLKrJW2/oWs7UL26i+dTDXeGpf6ltTcRSk9WwAn4yWP+XWFdswcwvgOoAryxxkUZ3qOAIZU4nqKG3BUo1q0XaM7LPMeJV0v2w9qPeH3ie/8WXBMDxJDa0L9a4FdiHRWZrDsLP2Jv0zUX1ryTqXtRLRJzCk6cJWdz3GFqGveTWuPqaZobVB4+pbe/MW18UmnIS1CmIQ0XcT0fuJ6P3XnrqabMuVlG2fLlfZ1SwKYBwmoDFKYqrcbsrrwxLYaDCjoLCGtpXa9I6xwhcHwepobzyI23/+A9h/7A02Zj2CsxDSWGVYRanGxSZVVEOpQY88oOHb+j18fctv8e1bY6McrXvdGmNVl2E0jcGteYvd/Wb5izpjOArS+jSA50bLz3Hrim2IqAZwF4CrWRsw888w88uZ+eVPe1oqxHLlA5SThYdRV/nyqvH3w6itRXZhSWElfU0g9ynJwb6dml9j6Tj5dQtjHQeWicef5pDGyp+vkd3yYEVMZHZ7P6ChdafAfJs4WegtQmOAxoU1jHGqyzi11baYNxrX9hvM5zIj/BiOgrTeB+ALiOh5RLQF4BsAvC1r8zYA3+Ze/wMA7+T8t19AT0kVbqyLiOywaitWTWOW4eT4+9D+C9ovJDD01x1GWZVi9UMo1cRKylgwjFLEfSz2nsfjx3Dax3RRtpBH3v260rwsU6cgy+tbhk2vt9Am+oUY4wgwisy3IRJvByFrp7iaVmPetLi+P++Ro6DDoUnL1ai+B8A7AHwUwFuZ+cNE9INE9DrX7N8CuEJEHwfwvQB6sfjiyU2xBCcQWY/YchsxW161tjWF0IbIbZlARpHARkhmCpEtsvaodz0lqhojQ8EYnj9/czGi/fz5mwf38fH4/cfesDikccrswq978ZVi3SoQ/UDk3de2/L9SjWsRSvF3v97/tATXBSvYk5exkXjNlrDswGNb32q1TRXuNRq39sQmHMKRZCyZ+e0A3p6t+4Ho9T6A/27Zfu3NMY1cV0Ros28h/Uj8nZvaKZ9nMD7fuN2qr+NzK0beyU/oGe3vdpk8fVN2XX3bNd0nfbfc+6Aoe4/SZUVrVT5dS4wR1BjaGw9iH5g0h+FpmQLKfvbt68PYhLmg8VH24iNMCvBPR9awUfk4/m58QQvu6ceu/xZdJL4xVgkrY9Bo+2VQNRo31Bx1pXBO5ifsYe3vJCW1NSXeflJqazBgMaC24tfLhDOK2wuqbVo9C0VMUWFE/T9nSl4vm18UrILlQhp8ahRXjORztySRldoP1bfKUztxUFh5G5Ost2hcqhCI+jY2At9qg3lrcENi8EWsPWmV61b9D1hOZLltuIjYFhHTVKLqbVMD6wdIqdR+Ye1rhKxKxNMn9LRNrors84C6fccCFyXrUAIZdw7Ljena3IDG0ES5vXrWQG1r1QHwQ9ZgqY2Pv3vEM3DAWYR+nsOWbaLQGGOneWo19psWN8Um7GHtSQvoExCwWG0V2ywbiR9RX6uM2xqrZ02tbS2Kt3u+Kc5POKC6xtRXf5/yctdXf7tw1p3F9DFdmxvQ4MIYLT82auq/UNuKxnABWLm2ZbjrwyMmry4Sb2Pu/hpa09Xa5q2BcVM9NZpx66DB7oGkCWNsBGkBZZLqhTIWkNKykfiF6mtgPFbez9LjthaoLb99IYFNICmVkxTyfcr7TrUOBSeDqXbhpgY0Rsk4fj3yIeyptITUaKmxW3HCcIi84rFbfp1xcxPqQGR2hg2t7aDjeatxY+8AWuvhCz5jWF/SmqCkSsnBnk04QV3lxDSVqHqkNkBOy8bhB+tcBbJSI8pq1Dak/n72eCrZZ4pVOGQdUtb/33vR3RDcWZx2u3Dq87QmEdnA6mVqW759ceYM7o/dChYhOMxTaNiEqZ7mrcFBa8QmjLC2pFX6/OQEBEwLZRylTbjMWK3jnBkjJrCwPSOwZNsC1VVqm6uwoVTh0HJ+LEkQngy8XXjaAhqlq4lrV8v8N9TxEMGVrMH0PLJpnAbGbnm02o3dYjtPoWE7fku7GPzNeYM9sQkBrDFpAX2SKhLQGtuEoyQ28HoZtdVTTSVrMNu2lDU4ELjIScjHLoaWS30L7ixOm+LyZDM0TisfqwVQr6bl1yF7XEkyfmtibasbm9UnMCALYfj94seZwKYMm2AXwo7dMsYqrsbgxsFcbEKsOWlNTQ5uok04FntfhayWUVu5NVgiofwnISW8wIkDfSv3C8iXBSeHpQIaa6y4Xv/F9wTS8VjFJhyDC/hFagqTalt+X2O6cEgMT15xL9pbho50/VRPrXEDj53i2m+02IRYc9ICysnBs2QTTiarkXVDaisly3Sf3vIICRH6tawYQlfrg8kBjQ1RXMCILT0xCTSV8DxRrlLbyid9ih9d4hVhY9Kpnmyi0I7bao1B02jcbtozbxOuPWkBq9uEddYob0OghYOMFxHVKkGMw9qEi9YFkhpRW7361ALrb0h12b5p8rJgPTDFLlxnxbWIqKaO1SrVtfo2+fB5LDNuK5+XEMhqW2xVVxtN9dQaO9VT09qnHh80BjfnZ9sm3AjSmlzLmqDKFs1VuGh5zDbM21bRScf7HcYmnLKubAkOk5KiBaprQGWVrEEaWQaAv/9fLPUYNcExYkpAY10VF2dE5O21EIpYUM9aOHYrqmt5MkruC4V7TU5OQwSmI0UVz6ThyaurbblEobbnMW9aaK2xf9Di1hl+hMlGkBYwnaRydVUivEUKbOllNX3byq9Vt64jj+F13RODS+SWLo/PcJEiX+6PTxu2DaWstX7YRMVlwwyUhC1ylEiFCttLH8mwb0Jmyz1zC5kC611DNG4L6MjLEy5gycofq2k1GMDcDTq+PW9xMD+bamuNSaugmiaQFFAOXfQI7wiDGbnNmKuqIQswVmKJKjsimzD8jImMAKVU0jb+qfJlRcVlAFBZjawaGOMVLMWJNQbBncUmKa6/96KnLVXDWvoTN3GHbswVFhLY0LgtIAphuPXGsAtiuIHGYTvQtCbUuOaacePgbM5NuMakld7IPaaQVEldlWzBnnVYUGCjyysEM8ZILA5dFFXUsjYhpaRkt7m2vn+VEk9ONEPXT9T1n/Q7ouakrrW+2CTFlboHi4lqrJ4Vrxs6zqJP7aIxW3m70qBjT14efpJdIJotg63Sa7Wdm/Cg0djdP3uhjLUmLSIqEleJpErKaZEtWKyVLRnMWMYaHKpjFROCQ/WtQ9qESqmOyNTiWpbfriK1BSynqggxeQFf9+J7IVg/bILioux1KWyx6nyEhhkczUeYP2erZ5VT/NouTBmzZQcdl8nLz0loa2ml2TK65281rcGtpkXTnC2bcK1JC7Afhinx9clhjQXklhPRlOUhG7FEakPtigRVUFm5Civtn68L2yq/7IjH24Ql2xAdIdm+4nNP+60KQY3YQoxVVmmcnWB9sM6K6+++6O6EmGJCisMWJYWUvC5tL3wuk76XrWlFfQxZg7HyiuEThWEcl0YgstgibLXGvNW4ud/05jo8zVh70gLcTbBg1ZVIqmQLJt+IBlRZ3mYZ4hqrf+VthxKFi8gKQFGR+f6GlBfQ2XiKVF+JuZ9VFREPpQlB33dQXRSpNXTk1jvfgoUoFuH6Y10VV0xOg4Q0sG/RRhxZF7YU1JQPaPRmeAf3Q03RuefhC78+Jja/qVtnuhky2M+WYcdvNe7ZW3vt2QplbARpAfbmXCKu/HM3lDJcRFylNneKuEr7xOurqO40xR5MlJfK+ohUlW+rIpuQFCXvdazc7PuUTs0Uk1sVkZndt2wZEgH/QCzCtcY6Kq4pX3eWrXdN7XdRo6l1LaCcKgzkxSl5tQbhSe1BgTGj0Zw8wuTmvDkzoYy1Ja2Si1Ssb00gqdK6dSKuIRIrJQqHrMBcXcUEppSzWQOBub5yW5AycqncutC338/3m9qAMaZYhoL1xroprhIhUbK+P6A4H7/F6I/pKq0DbAwdUU3LK6ShgEasqgAarWv5dkPkFda55UabYIc2LqDRamcVthr78/bMhDLWlrSAgfRgYQ6nIZJaxSrM9zsJ4iq9HlJZ8fYhe7DKCEyRitq4c1OwBBbZhLFyUiolN5XUqTob0L6n3TZbaxy2DAXrjXVRXH/3i7rH2hDSwcXFyXKdjWjPb/kPWx7SgLET3Bpera5lBupafntuG5qM0BjdgGN4EmMOFmGrGTebFm17+m3CtSatofTgVOKaWuMqDTY+LHFNHbd1FMRVsgf9urqijmQoJbBK2TCGr1t5siHydcSCGqvccYJaG65x+X7DOVFnGQLA17/kPgjWH2uhuAiDAYzQpKCABl+X2hbqWWOPJgEoPMjRz3JRShnG+ywz4BjoxoElA47dQqNNOHarNVqtcevg9M+UsdakBYwTV/6BKqmrIeIqxeFzhVRlxBSfR1AUNLy8KnHFKqqkqMZIKq9rETpSq1VGYBFhKYqUmWvnCSuENFQafSfVJRDtuQ3XuBLbMWwTubUpOEnF9V9/4V1dMjA+3sDr9Jz6pDa0fco6CsuFg2WkVApmhKYFa9AjTxQmUXhEA445sghdBH6vaTE/5aGMtSctYJi4hsIZJeIqJQanWIOlAchD9l++nBNdrMDybXG/Q0nCZYmrUl3dqcrqWl5d+vfLk09QZsr+YdZVpL6IuiRntA+paBu8JdknM99PGOMlnLVROCnFNUQ8Y697g4gHalydtZhafoyonkXjNmCPmGg4mJG/c0PklVuGPkFoogHHfq7CVpswfmveMm7NT3cEfiNICxgnrtLMFVMGIJfWlazBkgpbZnlMgU0hq5y4xtRVCFu498tv84RJINQVEmLySqqq0nZVlCoMBFhSXzmZRXUxhSywQem2b3zpMyDYHJyk4iopqyFC6tWkCjWuIWuwt4+vZxkO9Sl/HBD3+uidYxTMKE2+69v0QxncU12au+i7CWlDZxv65261BvunWG2tLWmFekqyjor1LKX6hFaqVZUIaKimtUiFlepWy9S1xsZrxWQ09NqTVD5OyxOXJyoiq6qC4qq6IIYiCkqqUlYBxcTma1V+/9DfmPry25Q/fnczSGpm8BYkBBuGO6m4/ps4gOEUlNcfnpyGQhdTBxlPRtQ8pPwKz9Ya69Xvs1QoI3pwpG/Tag7bWhfKaLWBNgZN2+LWKZ6XcG1JCyirKKBczxqsfan+jXFKTWtIYeV1rjyQMVbnyolsaFvcb0xMubqKx2DFakpF5F5RRziKOmJS6AhLKfQU1iLCUipVX5QRlq2X0aB1GKcNv+XBZ/Z+b4L1xp1SXIGkIgUV3+sHCWnwnAr1qsJ2ijZOCW1QyRL0EfnyhS0fyoievWVrWz780VmEjbY24UFrsHdK1dZakxZQVlFAmdCGlNhQQKOkpqbUueoRYvJ9L1JZQ2QV23+lUMYYiXkFUzt7rlaEquoIy5I9guIK5EMUCKeuuoBGTlizSoV9a6XC70ZFhKWicAZVZSVmf1fOOhSptbGYqri273vHSv1/rQtggFera/Vf92tcDJvuGF6Hfj8LPrJE3WNTeiqsd8+aHsrwjy9pTWQX+jkM2Q409oqr1Qa7jT6VD4tce9IChlXUEKGVlNhQnWuqwsrXLbILS+Q0haz8tiG7cIzEFHVkZFVQHsrwKqyzCHPCKimsSlnCAmzdy6cCK/f+V7HF6E5WVV7VLVBi7hr+4cue1fs9CtYfkxTX7NqR1bfGlNWi0IW3ERNLsVD3Sv5FE+j6WpYPaIA6EooVV+mkF8XdgSVCGcxhzFZc2wK6NKHWBvtNi90DIa07iLKKmmoLVgVCKxESMDwQeUpd67hUV0xycbt4fW4RxgOHfSLQE1BOTEOEpVSq0OKxXHWBsKyKSxXarKLQTnnyG1Fipd+fYHOwSHERYWmb8Gu/8C67L1IrLlZNXg0NTZ6b7xvOJzm35ezCuP+4nhVqbJE66xFa1EdHTtPqWkD/8SU6sgvtuTil5R5lorXBbttC69NV21pb0iJ0SbMYY7bg0PrSeK5SavCoVdcYOR2V6opVlbXsuppWp7BSYqoUoYres1lFqJSyZOWITBWswkpFpJbVuTzhzdz7nbRTXgVSMkg5VmKKCP/oS+/v/b4Fm4FFissGM96CCy/4oaXIi9I/yEhBdSQ1REiT+izsNxrQoP5Lb/FZZdYRTk9RxftSR3x5CtFjaILd/PElSZrQDTj2AY1GG+wenK7pneqTPoExKEVAYep+pQjE3UPSFq2vFIVvLx6WkPwElFFbovD8mngdEyP+wpKv83Uj4z5IPiXHZGOrvg1T9wfnl43pAhD+DzLepiw7uZHxXTuFbn1Fyn2QLUnZdfYcjIGbwcKnrBiAgmFGTRS+pZICFBOYGVTbiC6I7Tq3myK7Nxt7bRUUtGHUFYPZ9VkRmClcCwGAsufBxO6PXLnagf2ddd+SBZuK9saD2Aewc/9bijYZEUBb17DzrF/BvmtfgldZodIUiKmvuFZ5Hc4nObcRIqOB/Uv7uHXMbmyV/WMGgWHLuf19PHmB2H0pTdsYA0Bx8iBbYwCuGASyBKWACgTNDGUY2hhUBmgajd2qxbm2Ql1XvWNvItZWaXkoNWwLjqmro1BdpQDGonX5vrES8sslZTVmC+aJwdwarKP2s0hh1cH665SRt/u8KqrctlndnZdXaXVl37OqomAZVsoqtbrulNdWrZyCS9VV7c7B/z4qrwa9PenVmoKdXb4ifPsrnj38YRCsPdobD4Kbu0fbLApneBVRsvmAMlkM9hPZiHFUfnDy3Pg1/BdFN8g4JPfsgONwPuG80F/nzyWyE8cG/sbqKr7OkmXYJiENp8DY2oTGW4SGMW8M9uanR22tPWl5DMXfh8IYY6nDoVrXFMuwRGhj64YswhKZDVmIeaowjqfPqq7+tFWnhOXHYfn3ztt9dWXJzb8Xs8gmrCMLMPThvjjYfi3xVNS9Vr6OpToSrP1rT1ZVZC/G6UPfXwhsSH1r03Hw+GtHgxnAcDjjtS+8bIlqgKRypVSqcXFU40qCFoxyP4Vj5XcIr5y8BQg32NgM1LNKBwoqDFFNK/u4+1MZGsuVDzY23D26xNezgI64/MwZu40+NU843hjSAo5edQ2RVymUsSp5+Zv2UD1rSr2rFMIICsqpqVnVpQQ9CXVKxxKaJ6xYdVly6VSXJzT//sxqT0aujeujzl4rd6zKEWVcH6uUgkKqtCxZURg3FqLzivBdX/7cxR8GwdrCBzPM/O5By5eoH8547Qsv221xu+x1PMDYW+N5MnDZSHzxWFO3F+pZIRgSDTQuXtMC9ZXUvOL12T5xDJ7ha17RwyKbFvNWY++UkNba1rT8DTivTwF2femXqZQNEOQfAr/eR1e7Y9gbbL4+r0+F4/o6U1R/KbUt1bcqQvRH1tWp7DdDhPrUomVfyyLVFYCrCuEvgUChVuX/wK2jbmtT8TrD9o+KQdHNpdvua1pwNTIGo3J1K982KYoDMGRrYqgBYyhYLpVS7lupfa0NgxWjAmBc/UspVysD8N9/xXPx07/7yeU+NIK1QXvjQbQ3HkR9+WHsPOtXQKo/+7ifNSOubw3VorxdFs/h130Koz6XfK1WIbKSDUjp/kHduTpVqVYVL3r7z4eWYvhtVZXuZAyglK1zg+yjS2aVbd+0BmpGYb/WMHabFueaCrPZZte21pa0gGFSAYYJCuiCF5ZcFpPX4PoCIZUIKG7L6EhtyjqwU1XUBS3GlsMs68p/q0RCWACjJuW22cAFGABRWMesknaB2IIdoQK5lAgqfl3Bv9fOllGWrOz+feLq/HqE4AaBoQyBQTAuqEKnK6V7ZrE4nGFnzXjhs86B+BXFtKB30WKSKsfgJyor6gYOx30WX/sveUMW5QjReSILKsyFkIjsX2qpH09QRPZvK95mA1X9QAYRh4ewagNUlVWerTb4/9l792DrkqpO8Ldy73Pu43vUi3oKRQlU4QOdoq0oKG0kZuShrSE+RtRoQ+xHGNNGRxjRbY+ETkTHjNMGjmHPdIczxji28lBbCpSGaJ3QlunxhTBDDyAvpQARSguxC0Tg++53ztm55o/Mlbkyd+Y+59b97r3n3sofnLpn7507d559zpe/vdb6rZWdIawGhjFOTXh1uWqkdRIQVWBOQoBUPh+TF5EjF/kR5P1NkZdISaW/EvnU9pdIbdN9m1hfOWG5H7T7kZL74K6terIjMclCW3csfHKmSFYcn2iFoMASyCZvCbn31sZ//EJUjrgouG06RWLWKuJike26bXQSRPYPjgT84xc8HT/9e3/2RH82DVuC1d88F3zrb4Lmf108TmaJj/NbcDueF35PpKz/jYnJ/xW3XPx9AzZp4/5rKK1ZmL9P+2BY/+/VyBESawqBNHKLawQ/TzhVoVPj6lW/9Zk5eflhYPCfz/+LD7J3mS8GC1DH6EBYWUdYdrBYGcLV1YD91XCmlYRngrSAlIRq5FU6JtYaM29MXrVr1aysTawv6Uv2ARJolXJGep8nlHAuibHkpOsMkPFPa2JNQdwKjnTI/2NyYBCM70P7JApvNUGxvr6/Rx0pqypaZ2xcG7nHOYmJO9DymLgMEayX2htD3o3orvODX3sP/tXvfmzqp9FwBnDtr15adRMCwDV8Gn+Jd+BWftA/fLn9I8JS57hfu3YX+nQNIHoW1Pn5+1qf4f2EQCMhNQascTuDsCono4JrEfLgR863XhKaJW7DzDUIZWExO0HG3Li5YrBARxZkCUOwuNyaW1eurXC5kdZxgPxklhLNlAU1RWyavGpuw/yY9IcJ16EmJL0fiKQkLr4SgfmPGqw1g3yf+xEa8nlrzKDOWT+dJw0RZhA5cpJtEIenMTGyotWl77R7EjXw981bbhLgBrPPXfP3CDH3LCZS+liacWRklbUVYloc5cRCXO69LMHgY1vhO3Tuwoazj+gmfNg/aGUg4CP4ZQDA7Xhe3J0RVozJOpKSp63rU5tw2t2XHCeUicjxj/snZpw/gxQLS9MR+XpriTrCeARl16DMgZ3kYMLFrmY+9jVYwJD7NzYMFkSOuK4OAy5aGxL9zxq2mLTqlhAwbUGtI68aEU2SlB8LgCBzdU91kZCASFRcISVNYEAksUAvyX5HgMTeRSqk5MdqoC2uSGTyWdx1vCvEqxzIJyEbkHPDMYOJ3N/w7Ehgtt4d6CtJ+/to2QZXKDNjxTEh2m27hGv298mCXR9MCWmJqzBsG3ZrFnG05Cy7f6z/7OuegZ9860cP+etp2DYE4qpYXJYW+DjegtvZkZb8djVJ6QdKwUZW0yHfFwUaVG5bIjU5RZ4PZY6iLnpDcmjy6ozrJG1GRbHG4ONaQmjDAJje3bWVdQ+FAzM6dpL45WBx5WCFi/vz0RjOAraatARToospC2qKhHS/U9YXkJKUHPNXKMa//CFFSAA4oMPO0gAAIABJREFUuhCBlKzCVTPC8qKgYL1JANeQCdvG+QqdFN44eTnYqoK0nrz853Gqw1gHUAiPmGG9T5xDmRixpOALh1pYxPyUwS+HMLCs6ePzQ/x5A9w/EmsRzhusWGruM1qOVbBHxOUtOmuBH37RM/ETv/2Rw/94GrYKQlx7d70+c5U5XMOn8Sn8P7gdD4bfoPsnXCepdVUwZEdwJRKF9/JvGJAYVza/wMVYAffwKG77ksWVXS6+V2NiljgY+5gWFUmxRlAAnDuSI0lJvxYc4l+DBYwSZBhjsBos+s5gWFlc6QfsDRZdYVWMbceZIC1BTXQBHI2g9Lk1AvMtJ12IgNvP/kclVhji4Q3Iyl+HgI6cm8+5Bg0IDGNMqAdofFKu8WRF5CqpzzuDngizrnO5VJ60uo4UkZWcEGW4FVR9Mc6VI5wlS22zAdcGi+Xgg72DqzC9HKwvJur+rixj5WNecbkGbykr4hKrLGwbX2XbAj/ykmfhx3/rwxuPu2E7sfqb52J+129hgc+MDxLwYfwSwMBt/KDbVXAR5u+lnSYmLY/X/2XVFwp8kVtZMhXo9yJIIgIsKcvK/5stElnOPTJP+PMNxv8m5cGxJsgAI5CXCDLk2mJxCXF1psNyNcAYwnI14OpihYt7Z8/a2lrSEtdWqYy/kFeJnID1bsUpgsqPyw+rdByIJBXchWLZJD8wbXFhRGRut7jlEMguJyVDQNcZv9+VW9rpDHb7GXoDzHqDrpB8fVQQETqXJIK+8otxhDZgsRhwzTIOVktcXVgslwOWqyEU77TsllUIRGadS1Fchi62hZEFNvhj/91Ln4X/8TcbcZ1lvOTeS/jP/DJ8BL8MS4vRcUsLfAivARi4g1R8C3WSAqcKQS6cUzo/f39YN6KucuHqADpXHaz7d67niuI4KLW+JNE+v5aQlyvjFq0jsbByQYaoh8XiIv/vyXgJfGcYB4PF/hmMbW0taQHT5KOPl8hHHwfGLj5gM4LSBJQTlG7jzxi1i32lbQQxq93/oA0lRCWllvrOoO87zDvC/myGWUeYzbrrTlBPFESE2azHbNbjAgBgFwCwWCxxbekWpPv8YonlYsBi5V6rwWJlbSQvyxiUlSXENVgRazCs3Y7P2/DE8JJ7L4GIcKu3oh7Bq4tuQpDFh/FLIDhhhkz0WhKvLanD5m2Zyvu152auwXAc4/eOjHwRW6PEVxNuRGY3V+WuQ7mktYAlTsasCU16HLxwwyjicutskf+3ZLFYDbi2tNjbaaR13bGOnHLXYE5O0odvXbWwjkJQQI2kYltBOjb1j8fX7DMEdH2HWd9h3hnsz2aYd4T5fHtIalPM5zPM58AlALcDWC5XuLpwBPa5q0ssVwOWg7PIFhmBScFPIS/22z/+zV+CH3nLH5/2R2s4JISwAOdZuJUfxMfpLbiGTxfbW1rgY/xm3IYHx+4+xRvr8rY2eZ/ndsl7F/3doB9FLiXXoKgKB3bqWBhpa0Z9AUpNSJUKGczoCxUy2ETF8GCBzlfMcBJ48WhYDF4Kf2W5xO4Zm1fOBGkJ1sWtgPXklPdTIidps86C0u7AbKTJ1riuWPoPy7nfnGtvZgx25x32+h67cxPccucFYo1dvrADvpFx9eoSn1ss8flrK1xbrLBYrnBtZbEaBixHBBYX3fuJb/lS/PC/++Bpf5yGDSGEFRLl/T+au/mbq25CQAkzvKJw0qpS52nLzP1TXy++KMWvJI8wtBc6I0dozOzTJKfdixr6OhKv6rVLUJGeEJSoCTXCkiUmJS5QJsgwPq7lE40Hy+isxcoaLAbGcmUxP0NVMraWtIicW6xEOkBqfeVuvaQPRU41ApsipzqRxfaCWtFLFIhNfpjGF52ddwaXdnewO6NzR1Q1EBH29+fY35/jdgDXri3xhcWAzx4scPVgiWuLFZaDxcI6oYe2vgbL+Klv/zL801/9wGl/jIY1eOl9lyHJ6YTUcriNHwSBXAyrVLuLgEf4lwAAd+B501YV1eXx8k+z6hZMLzn53sWdlVXmXXYAQJ0kySsrqmJ96f6iUjC/amyd1x+UzzVYBnUIFpYIMnp/sZUmLq8gXFlG5xXAVxbLRlrXC5tYVrlbr+YeXCegKPXpt5JjurIykLsExz+2YPdR2oYMYWYI+7Me+/Me8/lWfxUngp2dGXZ2Zrj50i4WiyU+dzDgs9eu4erVJa6tLBbLJVaWsRgYC/+P7l+9/Mvxgw+//7SH3lCBEJZM9CUl4G14EMw8Kcz4GL8Zd9Lzk3O1CMOZJUJehyejQyUeU/29VhcOnsg6o1SF+rqZxcgiJrHjChjhXkisKvuM1icSx/nNCTLEChvUeavBYkadE0MN1llby+HM1CQ8MzNlLqooEZi0c6i7/oC6heX+ur3aDajPc3+nx5urkST+SsZg1hlcmPXY2+nOnHLnpDCfz3DLfIZbsIuDgwU+e7DC3xwscHCwxLXBYrEcsLIWi8HiZ777OfhH//Z9pz3khgwvue9SUSyht4XQboNYXL9QNDSukSvz5No5SwolIixco3j9DQQah7G+Ru8pPeIqyHCwxHRli5IwQ1YbNzQmqFq8SzxOet/KMmaGQp8sFWuspLGQE2SsGmldF2gTXGOdKjCcfwjXn7R3f0sjeQLjJ0kGdmTVE3BxPsPOzlbf9q3D7u4cu7tz3MZ7uHJlib++dg2fu7rEwbUlFiuLg8Hi57/nK/H3f/GPTnuoDR4vue9SjA+h7MrLCe02PIg/w5urwow/4V8Eg3GHtrjWxLRK7caVNuI5+r2Og4X4mFL01SyuhI+y93JPXKUYt68vjFOTF1N0/+XxLgtXWUZOEkKTRWIB+KoYqiahcUUAevb5W53BwWqFfdufiYforZ09CS4PScesagQWz5gmJeBwrj+gTJr5mSPXH0lpJbdScAfgwk5/pisrbwOICBcuzHHhwhyr1QqfOxjwmSsHuHLgCOzfft/9uDow/v7r3nPaQ31S48X3RsIaL8Dq/31Vjt+Dl+ER/qWqm/BP8WbcgeePzq1ZVUFIoVyUScX3gvgif59Ug4ciWwI48kXZBVh5L3BzG0DgNJ6VWV9xCRIkVwgxLUJSIUPciFDEJRbXarCY952PozFWA2Mx4MzI37eWtAQ6ZqUJqeYe3FT1VzvX/d18bHIVCbbKP5iO3Cq9886cGbP7LKHve9x0scdNF3dw5coCn722wGevLLG7cOT13a9+92kP8UmJF997CcDY0hEB+ZT1JdYWAPwJV9yEvhp8Ht9KcriovljkUdyCCUgRmycrlortbsvNI2pOmZLFy/wU1ISVcQp59dkkxSIyU/ulYK58tmBxMULu42pgdB1jsAMOVivsnQEv0PaPUEETUleIWVWtIjq86q/WT96LtqpcjUCnepx7CXvD8UMUiLdeWuHzBwMe/8IB/v0/eh6+6WfecdpDe9JAyAqoE1bteO4uvA0P4mM04SbEL4KYcDvF+FYqYR9fp3jNyvtDJyQX+gpWnY9ldcavpEB1Swzq3Gh9jVvUjgcyUgpDaZdbXBLXMgawg8VgCIvBYrEYMJ9v90P21s6qYu7mX3LaRipHuIoRs86gN4TeEDqicL70MdVP6RVJyNX7kz57Q5j568lrp++w23fYn/fYm/eNsE4Bfd/jxos7eObtN+AZt17G7/+zF5z2kJ4U0NaVruIg66lNEZZoAHOiuQcvg+FyXTyLBT6CNyFUr1V9165TE2iMjm1CTNmFanGt1JqKK3xLmTKAi6SaWF/MaVK1guSR5WPXi7MCUNdzWFn3fmBfBNv/Xa0sFsOAbcdWW1rr4lUl++iwYoqSMrCE3KoSUiO42Juh6fMbThZifT3yYy/B5w4G/K1/8dbTHtK5xJQ70K3pFvfoNuxLRNTIREo3/TF+oXjda/j05kpBdV7uSjTqfe5KzNNZWJKKD+lWrFliiTuwUG8Qqq1ea0vf5iSmhfj5cwm84ymVdMwcVs7o2eU/9sxuZeMtr0e4vSMroGZZHcaqKvWpCShYV5lV1YsV568796+dWeeWBWmEtZWYzVze10d//BtOeyjnCi+57xJefO+lja0raROTjGk0+efbt9PzsMM3V0Zg8El+R+i/JsIQXXxYbRtx/Tfy1k8Uhqht9T5pZ10OlqTdyDI9QnxS+f0weV9CPLIcT418dTt9n+RYHufP9wn5hfeDex+WFRoYy4FxbVlI8t4ibK2l5ZbkoKpFFdqN4lXu7Bw1JeH0GMoxq/xH2bD9MMbgY6/6RgDAPa/89VMezdmGqAOfqHVVU/2FPigKKb4YL8OH8EuwyNWEFn+M1wEM3GWeXxVh5OpAfV2NTaynpB1lykcRerGrjsEkc4ZE9NJ5Kn8fRB3slhwhyqq9p7doVCCXSMnd+zhG5jTJOMjkERdbBVzxBrdE0ICry+0WZGyvpeW/tNyieiLWFFCJWyE+BU5ZVxK36jvjVxBuhHWWIeTVcDi89L7LRevKYb11NeUO1Baajm/dQc/Hs/E9KE1VFgt8FG8aWU5538A0UW5EUlPtKCWz9L64xOLBW2TBmkpPV9dzf5nTIgppG+/ys2UVdb6fEONYQBrj0isqsLWw1pHcarW9sa3tJa0M2jUYlupQQggRYORCDCEh/dIk1Hdx+Y/QrzEJcTWiOn/42Ku+sZHXIfDS+y67mnoZWdXelayrEmFtQmi343mI2VUpDvBpfJLfMUlKhyGiQ5PURLucjMSaEvVfLsbIxybtpYBCjmBd2eDfDAgSeIWcuKRXWVR3sCLIGHCw3F7S2l4bEONg6GTbjFTWcUzu+muk9OREcxlO46X3XQ7/DksydT0vji2nMoGksa1CAnJ+DgE7fHNVAv/HeB3IAnea51evJ6gJL6DGte6YW0M8Cjn0xUrqwXC/sve5GKPqDtSuv0pFeWby1TFI7XN9913cp5OMZekS9mvY9R3C4qzXBosLzFs5L26tpUVA0ZLKRRfrXrm1pa0sWWxxG7+YhpPFx171jfhPP/JfnfYwtgYvve8yvv6+y36SjwgkowgrdxdOWVegaUJLz4migWfgW2AwLYHP+xMRRrDmEEUYufBiSpSRH2N2YoxgNXnXH4LYI3P/TZGZ3DPlDpxyH0o8yxYIRUhKx/eAuE9aa4trsHKu+wzixlz6+p7biK22tDTqUvaGhuuDWy7v4YP//MX4+Geu4KX/+g9Oezingq+/7zIAFTdRMZV1VlQiY08NkGCpyHk160pXbtd934HngUD4AP5NcdwH+DQe47fjTnp+MjYh1nE5qc3chxu7Fj0jy/VcTnEsr8RepJKTmX6vxRjWAJI8XHMfxuVM0vFatRRJbV9e1qkzHQbr6hC6JYAsFiuLnfJzwqnizJBWQ8NJYG9vjmf0hN/5ob+NT3/2AN/6f7zztId07PiGZ9+AXEgBuKfvGjGNKzXUlYPa0lnnLpxqcweeh4/wm6puwg/w68CDUxPWyCXfLrkPNzqWmUJTRBcsNmJPTDxZGUO6EqUfBat1/JllIUgZW2K5cVoxY2DAgEOxcSnrBEhZJwrlnezAOBgG7PuCutuE7RpNQ8MWYDab4e5bLuP2m/bx5v/mQfzy991/2kM6FvydZ9+Ab/ySG4OVIHCTNYLKNmKcXyVt8/O1clBbV+vchTXBhuCZm7gJrwNhARNENEVSNEF0UC5FLlfGKF03uP0K+VmuDSVuQYFcJ7XO0moZMW+LwzWcm9BiNVishk1VBSeHZmk1NBRARLjr5kvYnc3w2Gc+j1/5e/fjC0uLayuLH/iVs7t21zd9yY0jcZMQBpC68QA1IZML9qvNatucrEqWkzSuSdRzd6TbR25ZEp52EwpqhBXiOwXhhXYnJpafyYQY/sM5co+l3tP6hPHaeSxLJwVXxRjqHsh/R9Uv1DW0dUVqn1hRsk8srhCr81a2lHOyyvq6ulhiZ8tqETbSamiYwM2XdtEbwl98xqC7cg1foBX+t+96jls9eWXx377pg6c9xLX4pi+5cSSSAGSizoquFuJVOTGV4l0otM+JKLSlOlnpfbV+7qTn4aP8poSgIgwes2/HF3UPJRYFYSLpONsuWWOc3DM9VtUvIS5VYhSZqXsk7fL+gSjGgHFtqu5IxHhWXpk1TzAm1V7W5HLbMcZlFXENljGDcx0ay1h6Itumsk6NtBoa1uDyhR3MDOETHYG+cA1EK5jlAEMGP/ltX4rV4JYtX1nGf/8bj5z2cPGyL4uljzThSNkGkxBYnNyCWEA/vYu4AmVSAlJCqcW8ErKasK6k03XxrWfyt+KDeF2xUsb7+bUxtlU5f2o7GfembSklN1hgIG+ZmRDxc9sVMkoIkgHugJpLFvDiCmUE6X5FeJF8N0xuQckCcckyJiDCMFgY48h45cs6bdM6W0ciLSK6GcDrAdwD4GMAXs7Mn8na3A/gZwBcBjAA+BfM/PqjXLeh4aSxtzfHPR3hE52B+dyBK5C8tAAIhgbAixD++d+5F8Pg4gOrwZXG+Zf/8U+PbVzf/pynJMSkCSUnEMvZE3tORsqE0CSmZ+cpUgrxk9JEXLHW0sHUK1rk++40zwcs8H78AvLEY4sFPsy/hi/C8w9NWBvHuLS7r2AVpf1StIAofg8mJyN93ygVcOjFH1Mi8sV0Cy7DsBBkRmbcxe9VVjIGxI2IUFNxsIyBLRaDxR62B0e1tF4J4K3M/CoieqXf/uGszRUA38vMjxDRXQD+ExH9JjP/9RGv3dBwopjPZ3j6zRfw5wagzxEMLT1hGSdaWFoYYqyIQYN1PGaBf/pffrGfANzEvRrGxVbZxhwimeDzv4Auz8MpyRSIiZP5KubpRGl5aiGNjmcxrBKJyX4uWAPrVIGyT+Jlh4lvgR1xvd/WY1tHIaycUqdJKf1AKfFhdF7I+SIWrp6UthPiuly9Wisr5/1cLShnW+awqrFrRyBVAX5lGfOCirBnpyJcDAOGLVIRHnUULwPwGv/+NQC+JW/AzB9i5kf8+78A8CkAtx7xug0Np4K+752y8MY9XNqd48K8w9688xX/DfqOktfMGF8ezJcKI/fXEGJyu38ZedH6F6lXnDa9RF29l/ZAbJ+LJLQLSltdclySifX0vG7/JspBolT8UGsHUgnCjMRdtotaFXjgL4Y/VNcam5j+cWG0ravBC+Gy+p+7P/49cZXApshNE5hVVeMZXI15uetSMQFZFr8cVOJwPCeqBAWDJ0G5iFYRWt+HjGk1WCy3SEV4VNK6nZkf8+8/CeD2qcZE9CCAOYCPHPG6DQ2nBiLCXTddwh03XsDlvR1cnHXY6w1mvcHMSAUX9zKKsHqT1s/s1HaVnJCTi2zHFQdKRJYQUHKePjclvXBcPfmXSK5ESvl+IZhNyaps+cR2JUEGAXgWfVv1e/oQ/xqEkEJRWGfiVKtfOMtnTDRxDLGta0/RYlYTfy5wOQyByXcmx3Q7GYtb6DGVrwui1F2dC4xk8Vr+LucA6V+Rwh8sltX7fNJY6x4kot8GcEfh0I/qDWZmIqrSMRHdCeB1AF7BzMXql0T0/QC+HwDuvvvudUNraDhV3HbjfpASE64BCz+xrqxTjq3cz5zIgMj6SctNNUQu+N2Tf+o1Sj0myCbQuJuRz1WEVLruLCv3zipPYEk9mLvfRnJ31Vc+htwdNRXzCvZB1n8pvpW3q8W37qLn433Dz6EEpy7czO246bbeKNUd1NcSq0dUflroMkVggRARF36capdUv1DEphWD4fu1AJtoWQ8W6Dp3vlYRxioZ26ciXEtazPyi2jEi+ksiupOZH/Ok9KlKu8sAfh3AjzLz2yeu9bMAfhYAHnjgge2xRxsaKrjl8h46Y/DYXxOAa6Clm5BoZV1FCQLMEJ7X/WQkJoTbS4awYgsLeNWWO8bWxUSsVVYHklNDDCvEm5CTWupGYkUoErcKEx3E/RYn1XyJi/CGKZlFIwGO9yfnqM2iGEPZlaV2OcECzkVYk7//xfCHuKt7aH1R3sNsFwirVjhXPpZYjESclnXK2uZ5XlrAQYow8rW8QkknpH3l5ZtA45JOg1IhDhboKCYZW+Per3yKx+789EnrqCN4C4BX+PevAPDmvAERzQG8CcBrmfmNR7xeQ8PW4caLO7jrpou48cIuLs577PeEeUeY9x1maumbJN5l4n4d35qKaQVCAQI96W2Cd8dBnQPlBixMpuFcik/kJbeiUX3kbr1YVDed5ENhXUzHrSLDjs/fJL71LPq2SpUMi/fxa/GYTZ+Tr6vFlW9nBFayqsS9J5aYPBgkoo3smoAulJtdXx4w7MgAB+R6WU6dVa5BIsLKxoebfFwDAwNbLFfbsaLxUUnrVQBeTESPAHiR3wYRPUBEYrO/HMDXAvg+Inq3f53PujgNT1rccGEHT735Im64uIsL896JM3rCrCPM/N9AXCZdwy1/CXm5CU+/YgxqHLuK8SRBHssSt53EwvT5OREVxRnKEtMklqgD1bFazAtqhPGq8d26OFge37rLPB9fRt+L2kKRf2J/LWwnYxObleqijOI24vY6V98UgYklJW5hHaPK41FaIJMsDqnbiWVmGcgiNTHORaHPWkknILqpV4MXpvjlSqw9feI6kuSdmR8H8HWF/e8E8A/9+18E8ItHuU5Dw1nAxf05ngbg4wDs5w9A3hKQPCIaGOT9fsE5Y305HQCQQLzxk5ih0I7hC52quUi7Bk2gmtR1KLNoyX0o810uGthU7l5yJ8axldfKkjPXuQHjmLFRfOup3UN436oW23o8XHPk7swIe+PtcO8RBBhCSlLiSbvq1hGYjlFRHssqEJi4DWd9mTBZ5WPpklEiaZfGVsW45P50REGE4QjLYrDkrS0+9crvrSJGQ8N1xP7+HHcDeBSA+fwB3JTrp6+gP3KTxgAoKnFumEBknrCEQBiOR5gYxrqJsUgHrEnG71PxE999QmaaoFAgok1JLPTIY7Ii9SavYQikE3ggwzVxqHzfVGzrzwdX2insOWKMK3e1RsKK7fXyJEYaFa4/upZYTD6Wpf2GuWXl4p3lJUzkWEg69scGy5iphSEHC/TeSNW/DYmTSWmnYbBYDgN2cLq1CBtpNTRcZ+zvz/E08m6zKwDT4CbioCg04FDFwWAlZoT3f7Fxk58RPYW3vDxbuImfALLxCVosrrwWnYDDJerCDGBcNSO3yoILskA8QkhFy8CTmbaYpL/RtSglwymyirlVwL30bXg/v7ZY2um99jUAnEW2jgyL18s+1KTwIt/2OyVW1Bn5Gj2ZrPmsgXxKMT541x9i1Yz80iHpmPQ+oFO7BsvosxWN3bV9svFgMRjCYhCBUfl3dhJopNXQcAzY25vj7psu4hNEwJVrvviBW+6W/HS1HLkK4R7JrXvb+adcQwAb8UW548bzxpRrUFtWNStLk1xOaI4k08lOx6mA1BrLpfK1YyU34KZkpV2GwS0HRyJf1D0EGoA/4p9HqbTTh+yv4Wn9Vyf7D2txlQhrarvkFgQoVLjoDIDR8fG1hZigHjJy1aGQW5+Nv+RKBPxvS1tcHM8dLDDrYq6WS2gGltZiGBh91tdJ4vT1iw0N5xT7+3M89cYLuLw3x96sw35P2Om7mGys/uZJx7mqMElA1kINxJe2pgSHEmYgFXfUxBlpYnJZoCFWUFT5lYUYzFHwISi1ZdVWM1tOKnd1DyEnLMFVPJ6dFwUVm4gwImH64ynHjgkM2XHUCSwk/mrSKlmsIrRQ32tiGTNUvlV6b0QxqMck1h+Fc+O2iDGCmtAyBgssh9MVYzRLq6HhGHFhf467+IKzTq4ADO8qhIlZxX4ScDEuB2If+2H3HtZ7FwcOMQ9S1hfDxbqAJ2ZlZfPlqI5dzSVYKpIbOizEtsIxTz75xAykFloY2wZWGOCut4tbvPhijE+s3oandg8JYyXnAUitRUXc0ia4OGWWp2jxGe/2g38AMJRbQ+lYKHtPygLL87LG9ymurdWPiHCci6X3w0TrXOTu8y5+fvltWGYYdn1IAV1mV4tw7xSpo1laDQ3HjEsXdnDXTRdwcW+OC3OD3T7K4Yt5W8rK6kjnaqX1CpOcLMR2qWVUe0+plaWtJ8oJIbWWdP7VyJWmtkrHxLrQmLbQav2M+xDL6T7zrdXv4kP210bnrnMRbtJGPhezV+5xXJnYETuPCGx8foqQl1W8lkNuWZWSjmW8ceypihJIk8i1FH6Us2VdHULOzj9JNNJqaDgBXL6wgztuvID9+Rx7PWG3M5h1natVaEziKpT3puIqNAbBTegIx11DJu1SPpd+P3a7+fP9nhFBIT2vlH+liUygj8uxUmKy7rdWszCcU3AxkuqbGbjLPIQachfhEyKsAuHUhBjBZcsUSEi+o9r5JjtfF+6tEZhOFo7H3MFBRDwK7l6l35ZVwUqdjpUW0D39ROPmHmxoOCHcfGkXy8G5By2WsBicoABe0t5RDMewIgCv4HJKP6UoZLdYX3ACsXsKdR4sLdBI3+vSTclSJtkxdzx9Us/l81D7SwINfUz6qQkxgLI7MT8nxGs89em5V9rWXIQEg0eHP8TTCirC0rVHKkGsJ6wpIYaMW9clXCd/13lZbnUQTXBjy2rUJ0V3YeryRbJsia49CIrCDC3GADMGv+jpfHY60vdmaTU0nCBuv/ECbr60gws7M+z1BjsduarwXbSqpDq8LGMSXYIIBXrlaVysrWh5jQUa+gFcT/D6yVzapRbQuIJ86gAcuxvHFlm0nKbEFbkFlVtiYoVJf7m0P7fanm3KpZ0YFu8dXo0/98uW6MoWuSijtC+Jq60hrHBfJ7bBsaRTsUSTfk9uj7QdxciEfDIjSJpZm1pXEqPT+7TF5naLe1COu2svCkugnBSapdXQcMK4/fI+Fn7RRws3kWpxxgC3UB8A8OATjcUiUnlcrGrNWVKKNiKwFNlVEnttcQFjKyuXv+dhC0loHudWjSfqevKxO8u1Gx8v9a9dkZskHAMxH+s9w8+BMzXhgAU+OPwq7uoeCufn1lpJhAFWQgVPIFIUGeQqYOjFEphSAAAgAElEQVT7WBJiTFlpBP+d+P5reVlyC6WtPGDofkPu1sidSiORjfsNppXf+1BA11l3rKwtZsZyWMHa/lSqvjdLq6HhhNH3PZ56wx4u7+9grzPY7QhzFd+q1SI02vKiKM4whGBl5RaSFmdoSyoXZiAhBgTLKca1xvEkzs7Tsa2cjXTfehT6eF4XUMvlx7GsctxLLCSQq0mYE5bgKh6vxq8OG9NyDrX4ICFra4n7TUguJ6yaWzD0w8o9Wzhf2oqKUPclx+T6+Tm5lZ0sCgm3mnE8lokyvPR9dUoLQzZLq6HhFDCbzXDX5T2X83J14WNcBOtLNtlgvbgnX3Y7HUN5+Tszg71VZeAV2Lp6ht8nHBEqaGSxq2DFeeTKslHSMeJErQ9slGBcOV46vyyXzyZ46ZBlX2oh7eGWRHwhmOHienLKxufGu4FLUKzdxBXrYkREEscyo3NK2xLL6lUScD6GuHzN2LLSy5OY9MsKFlfiVjRyDXIxNKJgZbnxcBCGLE8prtUsrYaGU8Le3hy3XdrDhd0Z9vrOWVy9QW9iVfjRi8SiSiXxojA03pwhE62jXBKfWGCZVVbaHiUdFz/NOHY1pTbMj08nIY8tuRjjiuMrtX929+2gwrP5Clfx6OptSdv8/LEicHPC0tuJ+MFbUVpJuM6NGNbVUhL49JrRQitZVsB42RIh1eQBhZAsURIeeBBjWtraWqyGU5G+N9JqaDhF3HxpFzdd2MGFnT7kb3WesGa9F2XQuFKGKMTIyCTHo/W4tFAD8JMYpbGqXJhR29auRE0gMZ4yJo5ciFGU26N+XK5bIirmMtkAKek9tXsIPXZGbRgDPjj86sglqQUXYQ+N3XubElY+ulzOLnlWwY2I6bgXkOdljT+7tRiRG1EktXxMo7W2spyt0C5xDzJWzOlK2yeE5h5saDhl3HZ5DwerAavBusnLelHGyoJ9lQX2AgwA6NgvjS76duMqxBvyEmbjXToUn6519QyZ6NYJM3L5e21fySUYBBpFD58SYugTFWTyDlZYtr+E2rElvlBsfxWPj1yheWUMwAssdByIougiXJsAFAhrnRDDZATmi1SG/TkxynZwB1YqwPtnhXBr9XWs+t5J7eu9qEJicVoKD0Qyi4nGjJVldCfsIWyk1dBwyjDG4M5Le1guBu8CcjlY3AHsC+pa4xWBBq68Uyiu61hIjsEvJjjAiTPkSZ4IYGLAEoQ02PpJC2lgHkgnbb8nUXxrYsp5IrfY8nOYx8Qy6hd4QmSVfA4f56rFtfZwy2T/xX2ZpST7APJqTm8BhUK4Ma9tym0IRFLTOVkhdohyGSgdy8pzs0I/nbSWYxTW1Qpj0jEuSBV4d3WJaenzJNF4uRywc8JxreYebGjYAuzszHDrDfvY35m5Ek89oVcuwVAlg6DcgCpmRWo7Ka4rE62/ECGJd8W8rum4lrj/YlxrLIkHMMrLCq46QnDtIQ4ljWGpNrkgo0RYwbihWDVCxB46zvXs7tvRFXK2VjjAo6u3VWNoa0UYpX3hXvsHBhs/UxJvysZSLusUXX3IykDl5MmqbyCLoyky1UNNXHsU3ZTSrxYHSiyLlbVl2WKFk0eztBoatgQ3XtjB1cUSi8HC2gWsJbC4Cb1LUJ6CYaJrh8mrusi5DhnO3UPk3YaS5yUWlzNB/NM4B4sLSGXsnG0ja5NWV/CiiAK5aCEGMG4zpTrMQaqRViPK7tJ5T+seggHw3uGXscTnw/4lvoD3DK8GESVLloziZAVX36b7Si5AQ071WbXCsjG4z0kh76o0RiK16KOpH8uL64rllIwRMbdPL1di2S0oKVU3mF1lDGvtieZrNUuroWGLcOulXVzcm2NnNsNOZzAzUZgxFmOI0MLFNghxO1TRgC6Km1pcQQqvLKjUoooWSziurC5ByeoSZ51vvVaIoS2qMmGNawzqa00pDokIT+2/uijIGLDAB1ZvTNrnnYz6ruybIiyBdgEGKwqpWzMfQohB8nhZEn1c2uj4W96XPjNYVMriIkTxhYwzVsjg5GWtq0M4nHC+VrO0Ghq2CH3f4ykXd7FcDRisq044MLmYFoAVgI69hs+6hSJh/Yzpc7QYjtQGLcoQiwsMGihaXOwUiABgrU0tqoqFlcyDhGpcK6+UkZwCVYGj3CxYVW5eL9cYrJ1XsuZKcS0gFtF1hJjF0ZBWRCcjwgzWjdAV8q5qhJW3iSTs4lik+hpZYf6mSEJxEpdCJCmxrGZ6eRPEOFdv0nPE4pLvQq9krD9qFGWISxJYMTDLb+oxopFWQ8OW4YYLO7iyXGK5dIrCoeOQdByfpN3Ub8VNZwA7OIvLDm5yZS/KsAQQxwC7uHY0r7BPypFJLyEVrFcOamyUZFxgKsre5O4/ObSOrKJ0PZ1wa4KMOS6O9pWk9GJ55p/ZKGKTGNs6wpIx5f1rQnJ5dykZ5m5DaxnUQYk10l51ySZ9fcupglD2iYJQXIOSFzh416BOMmZm2IGxWg3A/OTEGM092NCwhbhlfwf7e3Ps9B3mxrkJ+0KJJ73+li71JJMkkXMRhn3wk6+vFh7LPKUrIotFFdx8aru0L09GzpOMdY6VID8Xa9x/NUGGdh1qIYdYinLel1YSjZe4ik9MJBqLuKIkwsjbitpPiuCKOy/n9pHVhTEhiTuwnpMV41WlArpixbmlSdIRiBJQ3ss1rWJ5EXjo8QCptWXZ5WudZJJxI62Ghi3EfD7DLRd2sbfTY953vjahrnzhnq1DHULjCqyakGyMQGBCVBK/0iTl5qvIPkxRUJHHsKb2lUhJkMetNiW0GlGFBGDVuhRTy8+txbUYAz6wemOZFGncz2FIzFAcnyYxpN0l+VZynvQfFYTpOUl8kNOk4xG3MxWPaQUhUexDmuj7KspCHdcCgJUdTjTJuLkHGxq2FDdcmOOzB7MY37KElYpvWZ+vZci5D413CRpyx93+uB2Ua0Ii3joBU3hKt5LvhbGyEJhWE44m0qAapPQEfR7S2FnN9RdsFT5cLEvDEE0mGuedFfsrEFOtbcklKCRmfYFaF5eS0fvuKlaYxKnq5FiJZa05FnK2/L7BAr0wA6UKQmk7WEbfxeK5wwkmGTfSamjYUhARbt3fxbXFgMXKYsU8Ii3yfzt4EUYW32LrY1ieQJgIqyFVpInrKH+azwli0yoZsr/mMSKkMbMJnnEt9TgKbdeRlT4+FdfSYzaeiRJhhnd9xlwrKpMY6oRVimsxUyimq+Xn+roC+YrYW8glyTwQF4MUV61GKc41WEbXG//ZPXHptArv+BQLy3iBjyxVsrJcyIQ7HjT3YEPDFmN/f45LezPsznvMfCFdvWCkuAqDxJ2iBF4nHUeXH1TMS6qOk7cW0qVMJFHZuRbXx7Xy/doVqGNeMuXXoZfamEgsRj3xWPrQsS7LPBnX+vjybUlsKYpe4lWZ4ZJ1xWXHaikSnwy3KWGN9nGMK+k4Vm51ack8MxesruhWzKNpEufKF5x0rsFUPbOyMdFYL/CSF89lZixXJ5dm3EiroWHLcdPeDvZ2ZtjpO/QmVsoIsayMvEKVjIn4lntSToUYYZKnbKrzj/br4lpEFG2QQhyqFPNKyUesinGMCqpdns/F+n/hRC0lj+ffPfuaelxreGM1TrUufhXIzSeBS0V2Rw68EYnJphCS5bGAo8TPU2INLdnPLba0XSTMYIUhLaYr1iCrG+usrSiBPwk092BDw5Zjd3eGGxYzHCxW2FlZWOMmisEQGISO4WNaUQJPxruIVHxLlG1SWFcmuCE8dfvJyq96LE/cw5A+lZfIp55gHGNeJTeaHM8L1+o+alU2gOguO4z7sBrXYuU2pHpMq7a/KJNH6v4jGq9IDEzncA3MQWij2+RiDWMYeY4XgNDHLFuTi3m8urG4AuUhxtWtdP06K5OBjnxtQgpkNbCr+N515e/4eqJZWg0NZwA37s+xO+/Delsdwf8tqwkl/mK8dSXqtFCz0L8XSbxYYsE151/Wu4i0ZaPdiCWZey5hr7n4onUE3yq1ppLJ1P9PrBdwvOaUMKN0XBfKTdsbfHz1trXW1SaqwVJb9sJBkYoLUa+Tv/sbkKoDUYqPUWZ1pSSVny9jyqtxDDZVEFrlG9SPFlpBODAnlTWOE420GhrOAPq+xw17M8znM8w7E9yEzg2o87UkXiWkxBmZuP6C9J2iCxG+qneUxSPEtNz8l7EL1QUXNcsrGnBS324sgc/70YVwp/O1xi7E0vEvn31HsYAuw+Jdy5/Hx5dvS0sWkYtVFa2uipuvTGKxbcwlEwF/Shz5uWP5ex6riu9rsSw5Niq+q1yIul18SEnX4RJ5u14QUlyiJ4FGWg0NZwSXd2fYmXWYdQbzLq0CL69UhKGsLbWQIQXrzPUrJAWO4o4w7cmE6d2HIV7mSa1kYdUsL+lnvRDDX595RGolaAutGOdSsS6GWxjy/v7vgQrT34AF3rd6QxIPI3b3xloOL2ady5TGlDaxuqStFlVIDtc6q0tcjjpWVbK6SrEsAGnV9/AZxkvBrGw8X1tpubUlCsJBm2THiEZaDQ1nBPP5DDfuzTGfz1x1DO8iFAKihFRSggqTv4kTq4t1ZW5BIBBUIAu/2GSwuMTCCm0jphKMp4QYzt2lJ9g6Scl52g0pY9JLlIh1RoW+ntZ/NRjlSfYqP64s1bp1Fa2laDVp1x+jnFMFTOdwiYgD4FHSsSYoZnHfjvuW44MdqwSligZjfG5OdHqpEm1IyXVln5O9nwxpNSFGQ8MZwqXdHn99tcNi2WFpLZayKB/HQrrOnUNuEUFmWB9UN2AMLGTmcrlAovryFhYBq8GJNGSOskM2wbK4Ef22kJgV8YB2ddUXiwzdiStxwrsULpVbUhWV4SZ5W3t0Syq+8NinW8quxQLRSIe5klCuw3BiB0ApJAvjy0lM1Ig636rmdtQLQeZjlOPGxOVGkmtQvLci/GBSgg4tzIDUJ4xWnCwOadkVzmUuuFGvM5ql1dBwhjCfz3Bh3mE+6zEzMbaVCDLC5MaBoKJYI1pWwVJBtNYYUXghk5iOa5UsLKmcIdCy+JrlBWwmgx+7FjNLSp2zabxLjn95X45t3WHuH51YJCwqx6+AcvwqjBtpzGldDpfkY5UsKn2N3KoCxjlbuesxqAX196kNJkqXKpE13VyfMaYVlys5/rhWI62GhjOGG/d2XGyr7zDrHOHE9bPcRCrbnVFP3ySuI29ZSawL8biQWiQwd82ictCQOp6+/CN66v6DTHgcjpcTkNPY1Mjlp/o6ijDj7v6rcbd5weicPxt+Dx9f/kFCSjWJe1mEUYgxKXKbimEB5fOBdP2tEokaSttM5Wy5PiKh5S5EiWfFMcfztEvQEZknL3aLQh43Gmk1NJwx7O7OsDd3pCWWVlAJZpJ3+RsTi1Wci1xAX8hN4laA0FoqhQegmQeyTtcowdibYvl+LeiYillpeTvzmKBqSkNBIEj/RgsyIgG6z/NJfvfo/AELvHf5BserPm4UrAlPuISSQq8uuKipCXUMi7G+moaMZ/SZ8zZy49RxfUwTGiFVHMYYVryOWIfOOuNIWJHBfN+joV13tJhWQ8MZxKWdOT5/dYmZMVgaiTMA1pKraEEESSjuDGFlLYhcfhcPsVq3LBI5SD4WXEyDB4RJz6oYlsx1Ek/S86v1ca2SMFAIroaEBFTcbXNwMmlLP6XraFIoxbSm9ktUSGJw7M1Jx/nuU+jI0TqrK4zec4y7fbEqRe185ph0HN28EYYoiWWNrgcdJ3R/rQX6rOitVMggODehCaGulNhEgHISCsJmaTU0nEHs73TYmXeYzfoofaeoeDMGidUlFpPENYLlBXg3mLa+ZFvL12M+VySsLOmYx66+KWm8lshHAfa0ajAiV26MyzbFI3UX4R6VE42ThSHVfR31HQgola6L+i8fTomwgHJ8ahPXIRc4Yl3OFiXXyPrL4oQSw9LuWtcuWqva8humnkyuExppNTScQXRdh0s7c+8iNOiQytmB9G94qoaOV6VxMFLtgzBDvIKanEI8TJGYO5BAAvOHFWLk0O6+OL8qP2XlnHXxLhDwnP47YGoFdFd/EIi/dG4prgTo72C8jlapq83k72usLhsl9rl6MM/ZSvtQMS7/VxKJi27C8HuIwg+ryGtlI5kdFxppNTScUezPOvSdQS8qQtLV33Wcy1tdJk5aQl5SBUPaRYJI87iE6DRq4gyjYmBE4xfIT2yZUKNmhcFbYjVLKowHmxEVUbRCnz7/GnSVArrvW7yhfn7hGkRlYgEiCeWW2LoYFqCUh4U+dbuSZ06LP6QWZf6B8twsURRqxDa+jqIanLiaxfY9btJqMa2GhjOK3d0Zdr7Q4aAz6IyBsYyOGCs/qVpyuVorP1lJfMJC8rB83MPHvoYhxpIkNiFP8iLMCCTi42DBwgrhKJG/j2NSU8fydsB6gnLjW+9KZK+QdCQpk3i08GoFdK/w43ECVpZVmu3kUCMrZ+nUxikS8vUxLEk/kMK7fcFdKZaxjnXl/aTrbPn7wy4e2Rltw1DMzyI3zl61F8TYljtgmX0srfBxrxOapdXQcIZxaXfm4lq+HmHnc7aiNRDJJuZo+cnXpJOkLuEUrC9yjCTuOYFVcS+xsILMPVhU8RUJq448ByvrYq16MFcJCuFIGSYd9woTL9XjWvt0i5LYuz7YRjWhDcVpU6WeYFM1oY5h5f3UYmC6rJL0mVtn+Wk6Z6tUS1EvQwJ44YU+riKP8v2H8ljq73GLMRppNTScYezNOsxmJi7sCISnbCEaeaLuDAGhgK4L4otoI7VclChDbCyK8ndmDsejSym208nJnvNCHKz0kj5yscZILq9QkrFH/ljvItRuvq+YjeNaBj2eM/+OqgAjWF6+M3H7DYrIam7CkSWFsfuwVgJKyBuIOVlU6FPUg7WcLbY56VEx0diqNtqVWBJiiOT9uAvnNvdgQ8MZxnzeY94ZzDrCwhh0hp2b0JCTvwOw5FyAA4vV5dfd8gS08m7BzrsF3fzpLSyO0nnAlXiKsSwHUYw5kvPg9TL3dcdH7ZXbUJPsBh5CRzLqnFrfervkBpR+aoRoApFpdZ5/kCgoI91DRmE8wsEUxzHZVrejwrFsnS2iKInvsrhY18exCVH1QpQMzHxXgcDkewFCbOs40SythoYzjgvzGbq+Q2cMOpKSTr7YKiOsZiyuwVzkYHK3oAgvlHIwlHSiVPquZdOJdYVIKPolrsIgLMh9gMoKojAmcUuJgGQ6uThA9TN1zvuWbwBjSPYxBrx38fCor5oFR1S2ouQjyorGkkQczimQkLaworVUKJ6LstU1ts7q62zZLK9OqmrIOAAfr9JEqK4v1e6Z4/vVkN7L641maTU0nHHs9R36vkPfDegG4xJKbSSuwVoYIqzY/R18cMm5kDhaVuxFGeySXI3zf/kK3pGcHKIV5rYccol7GmcRxeAGQowQd9rEjIrNNrKm1KxLcIKLEq7w42stK5o4Xjom8TRTWp8LFeJj11lwBXqbahOrK8/Z6rqUgYSkOiNjjlZi30ebRm6ZAfzq2AgCDV3KSSrdHyeapdXQcMYxn3eY9zGuZQghViSTi0x2EjvRicYioggTbJhsXf+MVPoOYvU0Hi2smHAcrSqnX9gsHyvkddmKcrBijekk6ryvRDSh+o0qQML+hBBDyDMp5cQSc+Kq5VUTYcgxopjDNVXCSZOTJC8LeY37jVZXLWcLTImlp0kqL+0U3L5ybeWX1cSkRRgMggVgj1GM0UiroeGMg4iw3zsFYVgAEsolhui+AiEW0cXYLUgkCkBdEUM9m/uJLwg/PInp4HviKgRipQwlvCB1LqCUfjR+BdEGZflbHjkp5epA6H4KRPKcykrGd+bV3qGNNAIzBfFFEINQmXzks4mrdtQpx1JI+lYX3Ycoqwc1pnK2AqlVPpuMVYQZ0rezsIRAY2tVfjARaBwXGmk1NJwD7PlEYx3XchM1FHGl1R3ik3ZUHkoBXUNRKBEqZ9DY9SdP79rKEzKqVcMQaw5AkKLnSsGSapA9ueUEFTtG0QKbVBICuHv+NXh6N672/rHh9/Bniz8IfU/FtOTyOnalCSiXucd7kZaIEuuLCzEs6SdUqrCx+G0+JqfyHC/qKOAsTiUxTJ1ELNfQwhuxvgzFihiybIrwpORqHRcaaTU0nAPMZwZdR87akgkbBPJCjOASDNsqj4sikQh5gYTkJNzFjtAorZAxJjHxKZasKucqlPM2eSDX6zSJoi4npxJBTYo0CtbXJ22l2vvi4bVkVXIFyueLCruxQrFGZKJA1CWcwv6C+3DK6pIx1ArqisWlSROkreZMHcrievQ5WvL5bPr0cJzWVhNiNDScA3Rdh51Zh6vXVug6A2MHN8m5R2J0hrD0f1demCFV2d17G/K2iPyqxpDJTEnfRYoNBEGFTJgWjFw4lkyyTiXg9yM86ecTXC6F31jWPgVl3JXIZ0qMMSlvnxiYPh7nd1eRoquQYClJeGBG3wFatp63ldWLS+5HQ1SshCHnmUycAaYg5gj5W0rcoblXnIzSg/VVUgYGZtU7czQ0S6uh4Zxgt++VxeEmRoPoHpSnba3ek/gWc1wwUpYp6bxLUIsudF1BAZHLByu5CcV9NFU4V7sLRTFYSypeB510LPTqeTdaP3Ys0qiJMea4mIgvROBQjE2Fz1M/Tt6KGsnfMZ14LPGzKFsvE2Z+j3OCyithyHeft7dZNQxWbkKxGsXaisQcK5EcZ1SrkVZDwznBTteh77pQMFdXKCcjgX0Vm1Hn6vlPyAuIZCZuQ1lba10hXbGOckVhsLDEXYg1isESMlejCDlcnlD8nzSs9qvchF8xf3m12vvHrv2BJ2URYCARX2g1Xmdo5IqTY7k7MKgB/fofNeWg3u8eIMZyeVJ91yq+u4tS8n3pc1w/6lqqnXYTOsstdhkqYkhDNPVgQ0PDBpjPYoV3qfIutQjBUYlmKMrdRVwhVd4Foeagn8NKUnggugn1ciZE42C8tpwCYXoSqJV2CjGnbJ8YUcSRnDa2yhRR6RjYVLX39y4eLsa0tFJRXJqaxOJnX5OUbFIi1PtzSMqCtrrc/vHYyuemkvj802ajS2Je4t7UR90eJR8EkrqPx4EW02poOCfoOpevZYx/DRZgG3O1xBIJ8QqGZVcJ3rKLRwmhDVYsKoTtYDXBWTnDUHITxjiZLu8DpJP7OoS+Nmxf7iT5s5bUpqq9l8eIMKEL8tiVI/KxbSDkXyTCgiUFjF2CUqG/78b9SyzKVfSn0bWYnfWtxwPElQCE4AYLdGo1Y/1VWHZWD0EUhAbgGNM6LjTSamg4R9gxxgkxxB1nCIZdkD4VI8TgucwvhkSJ5uNXiNUxwjaiFSUEBh+3GgrWFcI1IvkE12M+eFHBbagszBONUnfnBlZXdvI+3VIkqH16Stq0QFbF4+JKVMnAQiAlF6I7Hq0aOU9IpOQ+JEpFFkBUhwIIxDUzuYgj1h7UMU5RD2rRR6oLdA8TRgQYnqyCIEMeTIqf7vqguQcbGs4R5rPeEZWJkR34p+3cRQiIuALJ+8QyoXRbhASGUpKw3tWnk45JWWl5BQ1xEwYXnVzDu/pyuXzuKsyTjfOq8EE2wZWXEmsIyXzlzjiuZdDjK3dfHmJScYHN6bhVyYJyfzOXWvjcZXGFkECJoLX7UOds5RD1oB6nPq9oLYrgQ20LWQxWP3hE8pLPRU3y3tDQsClmHfl1tVxZp84SVkQwZGEMYTX4+oOwwUW4HET2zmEhSJO5BDsCBrawXtIepPFsk6B8OAZZtn1cn1DPZ1Puv3XWklhleZ/jjpI/E4QyJhP2Zp/Xn4REWspYZJ38XVtX4kIk0pZUgQQRXYgiaReCr1XKyMTrCYkNltF342ulllS8XmciOQ0W6JWbMHbhHgKMcXUsxcqTuNahLd4N0CythoZzhM4TllgQodIFYlyDAIAlxyp1JwXloG+bqAYLSsI84didGwkPiNZVXDASCIo/IIgjcmsih040HlXFoPSVWGeZJVbDexcPo1Tt/Y+uvcFfPyr+omiCw/0qQVtf4w+E4Aq1GevK2HMLSJSGORK3ouVkX3oPx+cBlcoZinQIseIFAeFBxf0O4u9BZPDBQjwGNEuroeEcoetMIC5DBkTW52sxrMRaDEAMGBAGcQMZKCsKYYZyLkIG+WMS72KwK5xASMiJPblp6ypYMtCVMGJdwwQhtsLV+JaeWK/Lk7wfRz3B+D+Prq9dalp8IcPpDCVtRpfMiEzHsPqJHK9cYBHGk7W3PC4DFcUVHB5Oks8ABpk0liXuPvLfMxMnFqPO1dJ5XCBHsOYYzKJmaTU0nCO4pOAY8AccSclE49w4Ud0nQX7ZRxTrzclKx7ItNQm12zAozaasK29ZIRyrjz9RDB6iLuHmNwhFS4yIRoILwT49ZaOYlr6Es57GEnjCRB1CRMslt7xKOV7OohqXaBJy0ysX58Tmqrrn56kK8H5bLCpNVKHwbuibQq6WteJOPR7XINBIq6Hh3GFmTHAtGTLOqiKJw8S4QyzDlMY+5L2zdFLRhWUkLkLXDsgrv8t8FfO1UhehrpwBnyRs+ZBJxlPwDMDEzqwkdhZmcGH644ik8pW7Ly9We7+rv389USk34NilpwhmyopSx4SU3INF2WKTnK2kMnyB3LhAbPLwoc8DYg5XYqUlQUgl0qDoApTlUvRXd1xajEZaDQ3nDL0xIONl72CAXBqolHQC4iQV/1Ly3ofF4jHjRQjQbcQdGK8txATE9rW5nuGXtfBJwrXlS6ZesrRJfKnOGSAmZ7ExOUKsvKxl3N1/Ne7px9Xe/3T5u/jotd8vfoYaWeVtpGixXj8LWG95gccFcYFxXcNIcKV+xsQm51r/HSVElxez0BYYxaVIiCgsCCkDEQtLSjodBxppNTScM/TGuMRWSTJGfJJndvEr9haTuAWhKmNoF6HxM2fuIhQpu95Har+4D4XEukqbGoquwOzhX7sQ4+uQUO5CYwiPDWM59WkAAByfSURBVO8ZNRmwwHuuPhzWzhKpvDGbkVWpWkWoSmHKVhQhtbzC4o+oKxUlh0pDrGoRe5Qssfy2GRNJTicZy0OPxO/c+Zn2kETuTjgeympCjIaGc4eOnMiCvIqBxDXIUu3duZxWPiA/2CiekKdoSTR2HsX0mNsdS0ABKiDvJe5agCGQfS6fK054NZfSoRKN14HGb0sTfy660PuFN0XuHusAujaJMKLSv1xfvhPpQycHV+Xz7msqWq5Baq6k8bkqvnQfiaLAIk8ydqILLcyIDKe/d8tOPGKZ0SEmqB+Xe7CRVkPDOUPXOeIgcm5CstbHjgjMNkyo8lyu3YJgm+RmLdUSJR0BK2vDZGT87GzZYhgi+ZQqZXCBfLScWiBFWm0Wb9l0/svn88OKAfbpKUXi2jdPKcvWET+XhVqbqnLZGiG5JF9GV1iCBEhjVUnOVsG16AwdHvVjPEHp0k66T2MYnSYp7fYFIM5h+YzijtTWVvyujq/+YHMPNjScMzh3nfFkpNRjSCcc53bj6Cr0bh29REkoIYSYLKyrwIdcLZ2nhXhMKmXkBXU1LHN0vXGUUteqZ0y9jqIuJAL+i91yVYz7d19ePSdXFea5XCKmmFrOxAT3LY0Uh6WYl3b3lfqS+Jnep2NgpYUh8ycDQ9FNqL/v+F6NS6xmXfH9mHAk0iKim4noPxDRI/7vTRNtLxPRo0T000e5ZkNDwzSMMSHY3hnjXYNxMhMXFwHgkGQcn74BIQ733pFcdg1yz94aFIgjj3XE47kMnrNJ8bColWsqrZmVvDiu/aRdfNJnfo3xZ1kvwAhtQUUxhTs2tr5CzIsZRGXpuFxbYmN6fy5tp2yfXDeR4pO4+nKScnegJHl3rtuMpMTK5vJv4HrgqJbWKwG8lZnvBfBWv13DjwH43SNer6GhYQ0iWXnBQJxjvJsQwX0H+ElIufyipFlyuNJtQFeBr4swStaVWFXrZPD6PHk5sUihKoaqjBHckJS+dD95lQyAwnnvOShXxXj3wcMARYvpMBJ4QVpJI1pXNQm8s9popMLLiUnXHRyRE5Xcsp6gFOFpUsqtsMRNSGnul2Xl5iVJNBbi3U7SehmA1/j3rwHwLaVGRPRVAG4H8FtHvF5DQ8MGcMu5u6oYUJOnTCiiJBS3oCgFY71A149lBAm668D9R+dpxdjUuJBu7qYjTFtVWikoU55WCgZrzax5TbgNp1AVYtjHAXYWk14AMh37ZgnIstc9UvDo2HQicTkmNrZ70zhYXORxTKS5YENbYe770mpCCmWbJJ4VHkiCUoerMb3rgaOS1u3M/Jh//0k4YkpALhr4UwB+6IjXamho2BDGL3TkXGcUAvfMCOQk0vUwiWVEpN074g6UHB4hDiJv8XC6X8fB8koZuVUlFpAkGIslVhJvHCeIxsuQCPbNLcm2jC2vQbjO+tJxLXED5gs/1kgJFRm5EFkktzE5AbUqGDHvSq4jVpj0DcS1swR6VeOYzxd7YWaXjXAMWEtaRPTbRPS+wutluh2Lc3iMHwDwG8z86AbX+n4ieicRvfOv/uqvNv4QDQ0NKQy0peGUX7JgnzATabegSXOzJAdLRBci0tBWVy7C0JDJQCyr0lyuY2UihRdLI3ELXkdQ1rdYRmId3b+3mRAjt6rg5et58rBuW1Mfrov/CJkBkSh1VYqc5GoCjZDekIyLwjlAvI5cLIm16c8kNEqZ+9J/p8doaK2XvDPzi2rHiOgviehOZn6MiO4E8KlCs4cAvICIfgDARQBzIvo8M4/iX8z8swB+FgAeeOCBE3zGamg4XzCqpIVI0EUxCB+zWFkLkb4PQ5zUGNFtGNR8iE+kci6SucovX2It9KEgf0ec9CyiJZWjJIOXjdLEHkgvJLuWJ8xa3KiEmhDDey3XuhijApI9WdVtA00czOnCj5Hwx9dzLt5yDEsEGrLAI5C6AKVg7jjJOKUbcV+Sf+ARybt8GsuMvpAMpqtiHAeO6h58C4BX+PevAPDmvAEz/11mvpuZ74FzEb62RFgNDQ3XEezztPx7sQbIT0KBwDyCh5AimaSS51hAd1QJA1GEIdZYSdrOiGWbtIBjY2uKogXnisqm8S4pB4XCKxdqBNect47k9e6rZSHGew4e3kwpWLDAatZXqVoGoOTslWoZYrVJu/TasX2oI1gkvnEsDYgiHCHnUDDXk5NehTmRvOter7d5nOGopPUqAC8mokcAvMhvg4geIKKfO+rgGhoanhhIsRAZE1Vd8uyt3IIiY5alQ/I8LelKF9BNruPNMMquL7ErgIPVlo+xpBx0c30UOwihHGecS8izJsT4gn18RDz5+VMS+DR+Va4RCKRCDB3vEhTl8co6G18YI9NTUh9030JKNiOpcJFCf4Sx9SuPCexttOPAkSpiMPPjAL6usP+dAP5hYf+rAbz6KNdsaGhYDyJSVkysfOEdUYlb0JB/gkZMNnburUhoA9tEhCErGQ/ZSsZhAUBAEVWsV6hjWBqhol/Y789RT/Y5XRyGvPL5PCdYwb55Cq7YUkWMWxRhSvxHCGb9s3/u6pP8KU00JeIRl2FcbqZMBMwIpZgEQnDaVajHIOd0RSsseTJJ3lr2pcL8e3ERRun78QpoWkWMhoZzCHniBccq3k5ooawtaUcULS9K5c1ukiqLMPJlSyB9ebLJWSatbOFiPuJWnIpx1apiiIBik9emEvj7JypiyEOAuP8ILo+q5P6L46/nYwW1X4h9lQlJLKOaclCXYqoJNKyFv854DAk/Qa4V+wHSavASN9R5Wa4vLnd6ndFIq6HhHCK6B41308QkY3K7Q76WxKiEoEaVMZJ+U0LSsS3mLLm4ENsSWbuLR7mJv7QO1xMBb/C/TfvJt8UKWuf+E2UfEW+Ur+W8p+WKGXJcW0ZrlYOhiG+6n/x1xqrGKG8HUjehkBQg8avKPRpZzTTeeR3RSKuh4RyCQ5BJpAvyZOzdOjbma3VmPKkWRRhIlyjRsS6pjFCyvHRpp1pMaiq+RaTJbhzr0jGvda/ROaysJOJ6RYyrD6+952JViQVWtb5Qtr4khiXiiVrOlrhuayKNPF6l3Y7WjvcBMW8vu1Iy5qJ0g2JyunQc1lE7JuJqVd4bGs4h2M3B6mnZVXg3BKwkXgWomYhD/MqCsRo4vI8qtXQ5kjzWBYxjW1LhPRwDgvswjWGpsRdiXxKPKVcU3xz5vJxM/Ax8oRDPApwQY9SXtlwr5CIxMCKpUlJuq8cAODFkqZVOJJZq7fkxubYcLyUZz/vMXuE0kuVIyqtMIdVSPNn6NpYZs4zp2Ddap7I8ChppNTScQzg1oJ94tIuPHJkZIkdMxudcIa6ZVRRhsO5XLB3XoTGpACOIKhCvm5OLJjDL1knY8xVzCxi5vQ5/ayYxJcQQlZ4IFzadmH2YL9yD0lkk7bQrkOM6W/lx3abv6tL5kkYkVkRRhGcoCUUFNyEDM3Vddz0T+9d+ZP9ggUPen8OiuQcbGs4hhsAAkULkCT3GrlyLUnUDcelJ7pV2IbKcpeYkcRmKC1FbV1OxLRcDS2Nb1yO+9URRE2I8d+/lPuGXQo7YpAQeab5WHpdK5OYTrsCQa1U5Lg8Xo3iYv3aey5VYan6//m5zN6HjotRNmF6b44Zqs3kE8fBopNXQcJ7hn6g5OHwQHvtTkkrzsiRnS8+TxmgZuwgTXHdCQEJw+fyqJfjrYlvr4lvXm8wo67soxCjYR1p8IQRWi1cVz+XpeoXSF4ESAYYet45VJTUMM4usVAXefb8jFUVyFQPA+iKC4moeFc+VOFawsOD8m8fEWo20GhrOIQK5kAnuwTDBWDepahcRI6rD5OkdiMRkmb14I00ujjKPFLriRV4ElzJCWkdCIqNPLTtNgOWXVe/jSMXqdK63XA5fq4jxrquvnxifd++J9GDt54nXLVle0qYk1NDKwZJ8nVFOXA4PKwpO8ZkqCoOb0DcPNQ+RVsIIbt/EMpOAHK+9B0dBi2k1NJxDRGspugdjvUG3jESMs0SZOmBhhyjIkDhVEpMhAsElFss+XVEjiWvx+Fg6zoI4AxziWyVrLD+/emziPC2S0PdsEyHGOgFGlJ1HYpFQz1Ry8MCMrgMMppOISzUHZVwEGser/HVrScbWwicvq8+QiSysBWa9cgGSxLASh2H8y+WivdcDzdJqaDiHsF5RkToGxX1EwT3IPoAuFSvA0bUnVpIQmq74XqrurhOL2aaEsz5vK4pApDZhcI8dg0uwBGYnxCjhgrkliVFtUocwxo3qdQQF8lldLlX9eKnmIJBaXvp4Kck4dx8CYkllJnRm2YY+ERzNfn/qImQcnwhDrt/Q0HDOYOGkY1o96FyAFGIpyUSVuQRB0R0oTcRa0pDcLKCSWIxx+1Js6yjxraPOj7qf51aWJnnu3neCMSaLYn9IRRgAJTlYpbbaFSguQw4PGWNXobQB0jW69HHkRITyvYquzdRNKMVy3RgprLulXYj5QpD+eci3Ox56ae7BhoZzCBc/EucfAF+XzrKNJXjCgoFSg9C5BAcrFlfM3VqxVQsDiuwd4S+UZF6gc7ZkyZPc+nJkGse5qTtwNPcKsW5AKnlfaTc0IpYwPr97UIIHccmJ+6/Wr5wv4odNcrbYAmQYtdqG+mEiF4roJOPUVZjmeOm41SZuQr1aVr54pPzV7t7jQLO0GhrOIdg/AYfq7hxmOBBRUAo66ylV+yVP0Z7EJME0wFtXeWKxdv/pkk1CUMUnfWVRTYkzpBRTXhlDv8aSC4SZVNcbrJHFu66+/nBCDBEtGEz2Gz9rtHqnpnSxvoB04cbkuIpJaaLNV0eWY0nagog28uRgLllnmZ9Q3ip3s1jYQXHKAB0TaTVLq6HhnIGZMQyRTUjtJxJpu6xt5Y6JNcWsF4NMK78Tueruq8FG68onFsu8Soosa5ZViHsVhBm5Ay2xFrP+Nr8fsXcN7dISS2VKiCGEI59FoyS+CNeRaxRceHrRR6BcTxDw35mJ9Q9zWAt0HaMrWGVORFH4UDy20ohiFYzoFpTKGp7siINYhJnDgqE9xVDYccYgG2k1NJwzMDNYzRyDZicXrvLuQbVysZXJK9BD4g60YuFYhHNYERXB+riN3hfjYCXVIIjB3m1Yq4YxcgdmbqcR6R2C1KStuOwA4IJ5SpG4nBBj/UycEJGZVgLqc5gY/UQMyBu2xQoXgFg3NFqeRAhRXH8CrSiU/V3FTRiXIoluQakCxerzya9HC32OA8092NBwzsDMsNY6QvCTh7jorMrRSs9xfyUnC7k7ECkh6HwtURMSjc/JRRm62K31ZaDySu/roF18teVKRLCx7pUvXfLcve9Eh3lyvQ5zfNWF71o/LghJ+Am+Ur09/SxpAnFJ6KGFGLWFIUuuwtzqEzfjSFHI42K5RKmbUH8GSggpugjlHsh2I62GhoaNMAyxyK0k2Loaghyly2JtQcQW7lydOOomnqgK1EpCQIQTqRk1FdeKIfwySnGtJzrv5fGr2ivHM3b/Np45fyHIT40Eg2fOX4h75l8T7mdyHSgSzEo2CXLloJxTWrpEy9Vj32O3Yk3SLtcrrZ3lzx7HrMJ/9DXiDoO0gX7o0epB+R3JJ93EMn0iaKTV0HDO4PKdLCTGAvjYhQ+SW44TT3AlkZosKcvHUnOP8VH2XN6exurdRjVfSxNT5TOUpO5E7B/zRZJR/t9R8NGD38dHFr8DhvX3zeIji9/BRw9+P7SRChvGRAtoIxegj3utK/EE9teoxLc0SsdjvtfYIhNFYTw/WuBpO0WM4jZUFplY7vLZpEAzeQvzOGNajbQaGs4ZVpZhfX6WyNolqXRQ62gJqJSTVbCedH3BnHAMiWBjs3yt0K+yqnJlYLrulX/69y8CBQkeZ6/amlnJ2lkVvOvq6zFgkewbsMC7rr4+SyqmpO5gDYnLUKkBi25ApDlb2qLS0NZXrizUlldtJWNRDrrrjd2E4XxlgcftuENiYKMRuueaYyOuJsRoaDhnsG62AuD+WGVhySSq869Y5WQ5Youun8lSTorI2KsJiZCINHTb0fIlSgjhz4ZMs5sIKp5wzpaKM8nEaowjwtK6WUB5Pa3QnRJfEDnxhf9/1VKSc2TpkZpqkFnlVBVchYD7viQ2l8NaYNaVlYumG7fX7XKLRlx/oiy0lpOqKOFekvwOjgfN0mpoOGdY2gHW6kRfTxOBlKJlEwUYPmHYjidGXcopTzxlHk9Ouvp7HIHKoRLy4jE5nXRcy1NLsJoumFuKfdX2h2shKvycm2wD155vv0lbXXVi/Dnr5xkqWEKIUnY9lnyfcyHnx922yNzlPtqQ9+fHiqYebGho2ADMjBULIXGwriz7p2OZhAjRJYgozhCIOzAXYKTxrrgvJykKj9rsCDRfY4tSwUYJ60o4HQe+qH/uaF+uHkxcfuQFFVlsq1a2Cfpc5QYsLj2C6AqUuFMpTlVzFXam7GYMbj1lcZpsX/5wIttatCOfRb+RzTzOeT3R3IMNDecI1rrEYhtys5ykIDre4POyopsQ5EQCOmdLLCiZ6qZKOQGRzFbWZjlX4wTkcITWJxvn7X1z6XqUfAwcLldLQ0QYOZ6180I8Y+drEEQUGzq+xJLctGyTiztOtw1tTDnJeLDllYxruWDWAvM+64cxqpRRcsVKPha8SzgewMb36ImgkVZDwznCMFhYSK6Wr+0uajRIZT1HR4YIC185IxCYgpBYSCpW1THkuAFjUO4+F58ZE5BU0yiRF0P5GBUJ1RKOp6CtsKSQ6waTaEmEAQCPLt+VWFCiylwn6RaLzJ0R9022922n+p7sQz2I5Pvjt6/iViSWFKm246oYsTpKFGgEzhIL0/dhvJWdE9/1QiOthoZzhIHFanHxBqmGweF4FCCshljOyRBhaW1wB4oAA0jJLBVn+H7FqPMouRDjQT8xeyIsa+jcfztvoW0qzMjHCsRq5FFAEv/mRHYYEYYWXyQTfnKNsbWjxRf5Obq9lG0qVbeQvkSgIUiVf/GYPk9XwJD2YoVJkre7vqt6oSXuffZZ8wrvwpYU3h8PWkyroeEcYTkMsOwmmcE64pKcmkFNZNpagncJpk/bqCYVu/OzlYgLMYwgg4eSn4fY1rQcPo7j+sa0xCIU4YXIzxmHF2HEudqx9qZ5WxLvymNba9sVSFCO58uT6GMlYc2oKoZNY1WAc0NqmbyUuqrdB+fqJW9Vt4oYDQ0NG2Bp2cezHMRFaNklF8s+AMEaQsFdlE9iuuJ7SUkobdy+mGfFPqdq01ytKeSlm2rrax0WQmJTIgyxhnLxRZ63tS4PzLnbxErBJGOTOvxECEBbffn+/Lq5ytBZw+p3ASAs/KjbUazwDhWjPC7CApp7sKHh3MBai5W1KhmXQ7xI5O6rIZbcAbTFJWWfYn86ZjUV0xK3V+xPIjNpX+669QK6MuEdxiVYzNUi+WxpB1Pd1UQY9+68EPftv2D9QOQaSnxh9NhISCSzemzaVtprd6HcX52Htamr0NWajHEsvV/chHItIVGCThx2Fd3Dwo+UP8xEiT+LypCP1xpqpNXQcE4gykGwyN2d22qwbiISFSGIXEFdRpHAkqruvD6mJYfzdqUK77VE4/x8gRBY6Xj+MJ+LLoo19ir4/66URRifWL7Lu1nLcbAq/P0hwtoVfCMpQVluY0gSccnlp4krTzLWVdsTlyA7pWJeFUMv+qgrurvrMMh/HrGwpLYlEL/fYzS0Gmk1NJwXLAfG4ONZ0S3oFYBJcjEHW0grCKWoriBfmiSxymxqleUSeNcuFWSUqmCss6qCBQZFbrKdqxDDdjwQRRHThLNOhCEWVE05OGVNCenVFIEUXKd6XeByO2BaWVjnRwbl65owQF3pOsqi42ybMHpPirAAd5+7rtDxdUIjrYaGc4LVYL0FZTOCkKkwEoTLsbGqFqFvC72OVtyf52lp12BU5sV9ufqwRk6HydXaJE+rRmRCOK6f+JkEF8wt1XW0RghWjbjp1jvDchde7gKstZPxajIsKQtr7kBArZPF6fWNydyEiFUxJOlcCisboqTae1LuyX8PnQ9cHqeVBTQhRkPDucG11RDiWVDuwTihR2srr2gh+yQXR/brQrn6WDhuUksouAtZWyfS17Tg4jCiDH1OTZxREmnofnUB3a+68J0w2TO8QY8HLnxX0pcWYAAE5vHaZDWIog+SpFz5kMzp2le15U7c5x8rB/Njul8gEpa+D1D74oMKwrY+h5HH19y9kAcQArWYVkNDwzSGYcDKWmd5KEGFrDQ8ZJm6Ym0Rp8nBQHQTlvKsclehZTejWZu2LVlisl9svppVVRJlYMICK52fbG921kj1JzGp9XUByzlb4doFt2Ge0JufEw5NXNpZN2V6YDC6ggXoCCfdzwx0o+K5uTsxOi61qjAZtBr7cVpbVK2EfMogor8C8GenPY4KngJg7EtoqKHdr8Oh3a/D4cj3a/dpu18xWrIYAAYsDj5x8N6j9L2F2Nbf19OZ+dZ1jbaWtLYZRPROZn7gtMdxVtDu1+HQ7tfh0O7X4XDW71eLaTU0NDQ0nBk00mpoaGhoODNopPXE8LOnPYAzhna/Dod2vw6Hdr8OhzN9v1pMq6GhoaHhzKBZWg0NDQ0NZwaNtDYAEd1MRP+BiB7xf2+aaHuZiB4lop8+yTFuEza5X0R0PxH9IRG9n4j+iIi+8zTGelogoq8noj8hog8T0SsLx3eI6PX++DuI6J6TH+V2YYN79k+I6AP+9/RWInr6aYxzW7Dufql2305ETERnQlHYSGszvBLAW5n5XgBv9ds1/BiA3z2RUW0vNrlfVwB8LzN/OYCvB/C/ENGNJzjGUwMRdQD+VwDfAODLAHw3EX1Z1uwfAPgMMz8LwP8M4CdOdpTbhQ3v2bsAPMDMXwngjQD+p5Md5fZgw/sFIroE4AcBvONkR/jE0UhrM7wMwGv8+9cA+JZSIyL6KgC3A/itExrXtmLt/WLmDzHzI/79XwD4FIC1iYXnBA8C+DAzf5SZFwB+Be6eaeh7+EYAX0fHuUjR9mPtPWPm/8jMV/zm2wE89YTHuE3Y5DcGuIfsnwBwcJKDOwoaaW2G25n5Mf/+k3DElIBczZOfAvBDJzmwLcXa+6VBRA8CmAP4yHEPbEvwRQA+obYf9fuKbZh5BeCzAMpL6D45sMk90/gHAP7PYx3RdmPt/SKivwXgacz86yc5sKOi1R70IKLfBnBH4dCP6g1mZiqvO/0DAH6DmR99MjwQX4f7Jf3cCeB1AF7BzLbWrqFhUxDR9wB4AMALT3ss2wr/kP0vAXzfKQ/l0Gik5cHML6odI6K/JKI7mfkxP8l+qtDsIQAvIKIfAHARwJyIPs/MU/GvM4vrcL9ARJcB/DqAH2Xmtx/TULcRfw7gaWr7qX5fqc2jRNQDuAFAedGnJwc2uWcgohfBPTi9kJmvndDYthHr7tclAM8B8H/7h+w7ALyFiL6Zmd95YqN8Amjuwc3wFgCv8O9fAeDNeQNm/rvMfDcz3wPnInzteSWsDbD2fhHRHMCb4O7TG09wbNuA/xfAvUT0xf4+fBfcPdPQ9/C/BvB/8ZM7qXLtPSOi5wL43wF8MzMXH5SeRJi8X8z8WWZ+CjPf4+est8Pdt60mLKCR1qZ4FYAXE9EjAF7kt0FEDxDRz53qyLYTm9yvlwP4WgDfR0Tv9q/7T2e4Jwsfo/rHAH4TwAcBPMzM7yei/4GIvtk3+zcAbiGiDwP4J5hWrJ57bHjPfhLOy/EG/3vKHwSeNNjwfp1J/P/t3DEJAAAAwzD/rqujkJgoe+YRA4ANSwuADdECYEO0ANgQLQA2RAuADdECYEO0ANgQLQA2AloGnoCJXUwuAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] @@ -327,7 +331,7 @@ "steps = 300\n", "xyz = np.zeros((steps,sim.N,3))\n", "for k in range(steps):\n", - " sim.step_manual(\"ias15\")\n", + " sim.step_inertial(\"ias15\")\n", " for i in range(sim.N):\n", " refid = 1\n", " ref = sim.particles[refid]\n", @@ -349,28 +353,7 @@ }, { "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [], - "source": [ - "def do_step_inertial(sim,algo):\n", - " dt = sim.dt\n", - " com = sim.calculate_com()\n", - " sim.move_to_hel()\n", - " sim.step_manual(algo)\n", - " sim.move_to_com()\n", - " for i in range(sim.N):\n", - " sim.particles[i].x += com.x + dt*com.vx\n", - " sim.particles[i].y += com.y + dt*com.vy\n", - " sim.particles[i].z += com.z + dt*com.vz\n", - " sim.particles[i].vx += com.vx\n", - " sim.particles[i].vy += com.vy\n", - " sim.particles[i].vz += com.vz" - ] - }, - { - "cell_type": "code", - "execution_count": 31, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -390,7 +373,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -400,12 +383,10 @@ " Omega2 = np.concatenate((-np.identity(Ndim//2),np.zeros((Ndim//2,Ndim//2))),axis=1)\n", " Omega = np.concatenate((Omega1,Omega2))\n", " J = np.zeros((Ndim,Ndim))\n", - " delta = 1e-8\n", - " dt = sim.dt\n", - "\n", + " delta = 1e-7\n", "\n", " sim_0 = sim.copy()\n", - " do_step_inertial(sim_0,algo)\n", + " sim_0.step_inertial(algo)\n", " \n", " for i in range(Ndim):\n", " sim_p = sim.copy()\n", @@ -424,7 +405,7 @@ " if i%3==2:\n", " sim_p.particles[(i-Ndim//2)//3].vz += delta/sim_0.particles[(i-Ndim//2)//3].m\n", " \n", - " do_step_inertial(sim_p,algo)\n", + " sim_p.step_inertial(algo)\n", " \n", " for j in range(Ndim):\n", " if j0:\n", - " simdiff[i-1,k] = diffsim(sims[0],sims[i]) " + " simdiffias15[i-1,k] = diffsim(sims[0],sims[i]) \n", + " if i>1:\n", + " simdiffmercu[i-2,k] = diffsim(sims[1],sims[i]) " ] }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -500,19 +477,23 @@ "ax[0].set_yscale(\"log\")\n", "for i,algo in enumerate(algos):\n", " ax[0].plot(times,np.maximum(energy[i,:],1e-16),label=algo)\n", - "ax[0].legend();\n", + "ax[0].legend(loc=\"upper left\");\n", "ax[0].set_ylabel(\"energy error\");\n", "next(ax[1]._get_lines.prop_cycler) # skip one color\n", "ax[1].set_yscale(\"log\")\n", "for i,algo in enumerate(algos):\n", " if i>0:\n", - " ax[1].plot(times,simdiff[i-1],label=algos[0]+\"-\"+algo)\n", - "ax[1].legend();\n", + " ax[1].plot(times,simdiffias15[i-1],label=algos[0]+\"-\"+algo)\n", + "for i,algo in enumerate(algos):\n", + " if i>1:\n", + " ax[1].plot(times,simdiffmercu[i-2],label=algos[1]+\"-\"+algo) \n", + "ax[1].legend(loc=\"upper left\");\n", "ax[1].set_ylabel(\"difference between integrators\");\n", "ax[2].set_yscale(\"log\")\n", + "#ax[2].set_ylim([1e-16,1])\n", "for i,algo in enumerate(algos):\n", " ax[2].plot(times,symple[i],label=algo)\n", - "ax[2].legend();\n", + "ax[2].legend(loc=\"upper left\");\n", "ax[2].set_ylabel(\"1-step symplecticity error\");\n", "ax[3].set_yscale(\"log\")\n", "for i,algo in enumerate(algos):\n", @@ -527,8 +508,9 @@ " ax[3].axhline(o.rhill,color=\"black\",label=label)\n", " label = None\n", " \n", - "ax[3].legend();\n", - "ax[3].set_ylabel(\"min particle distance\");" + "ax[3].legend(loc=\"upper left\");\n", + "ax[3].set_ylabel(\"min particle distance\");\n", + "ax[-1].set_xlabel(\"time\");" ] }, { @@ -552,6 +534,118 @@ "outputs": [], "source": [] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null,