{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Investigating combined LEE for 2 searches with N*M bins.\n", "Compare:\n", " * combined with Bonforoni LEE correction\n", " * combined with proper LEE correction\n", " * use run1 to tell where to look in run2\n", " \n", "See: http://www.science20.com/a_quantum_diaries_survivor/the_750_gev_diphoton_bump_what_it_cannot_be-162715" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "%pylab inline --no-import-all\n", "from scipy.stats import chi2, norm" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": true }, "outputs": [], "source": [ "N=50\n", "M=1\n", "Nexpt=10000\n", "run0 = np.random.normal(0,1,N*M*Nexpt).reshape(Nexpt,N*M)\n", "run1 = np.random.normal(0,1,N*M*Nexpt).reshape(Nexpt,N*M)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": false }, "outputs": [], "source": [ "comb = (run0+run1)/np.sqrt(2.)\n", "maxcomb = np.max(comb,axis=1)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": true }, "outputs": [], "source": [ "maxindex0 = np.argmax(run0,axis=1)\n", "maxindex1 = np.argmax(run1,axis=1)\n", "maxcombindex = np.argmax(comb,axis=1)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": false }, "outputs": [], "source": [ "maxrun0 = np.max(run0, axis=1)\n", "peekrun1 = run1[np.arange(Nexpt),maxindex0]" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0.2819, 0.2742)" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "1.*np.sum(maxcombindex==maxindex0)/Nexpt, 1.*np.sum(maxcombindex==maxindex1)/Nexpt" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "array([ 0., 0., 0., ..., 0., 0., 0.])" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "run0[np.arange(Nexpt,dtype=np.int32),maxindex0] - maxrun0" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAXsAAAEACAYAAABS29YJAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAD2FJREFUeJzt3W2MXNddx/Hv4oewZdMar4vXWVsat3mgVgMJ4yZBifBS\n", "UmsjVXX6Jg8SVVAjqGTRFoEgNhXJApJliiBEQgmCNlmnFKPQguWi1MSpuqIgEdfBadw6buzWS+Ml\n", "a6duIaa8wKbLi3uWnZ2d9c7uzJ07e//fj3S1d87cmflP4v3tmXPPPQOSJEmSJEmSJEmSJEmSJElq\n", "k03Al4FvAF8HPpba1wKHgVeB54A1NY/ZDZwCTgLba9qrwPF032O5Vi1JWpQB4Ka03wd8E3gX8Eng\n", "t1L7Q8DetL8FeAlYBVSA00BPuu8IcEvafxYYzrFuSVILDgB3kvXa16e2gXQbsl79QzXHHwJuAzYA\n", "r9S03wf8Wa6VSpL+348s4tgKcDPwAlnQn0vt55gJ/muAszWPOQsMNmifSO2SpA5oNuz7gM8DHwcu\n", "1t03lTZJUpda2cQxq8iC/jNkwziQ9eYHgEmyIZrzqX2C7KTutI1kPfqJtF/bPtHgtU4D72yydklS\n", "5lvAta08QQ/wNPBoXfsnmRmb38XcE7Srgc2pgOkTtC8At6bb852gLfsnhJGiC8jZSNEF5Gyk6AJy\n", "NFJ0ATkbKbqAnC2YnQv17G8HfhF4GTiW2naThfszwIPAOHBPuu9Eaj8BXAZ21hSxExgFesnC/lBT\n", "b0GS1LKFwv6fmH9c/8552vekrd6LwI1N1iVJaqPFzMZR68aKLiBnY0UXkLOxogvI0VjRBeRsrOgC\n", "NFvZx+wlKQ8LZqc9e0kKwLCXpAAMe0kKwLCXpACauYJWUqlV9kL/wOy2C5MwvquYepQHw14Kr38A\n", "jo7Pbttaya6XVFk4jCNJARj2khSAYS9JARj2khSAYS9JARj2khSAYS9JARj2khSAYS9JARj2khSA\n", "YS9JARj2khSAYS9JARj2khSASxxLauBiFaqjc9td5365MuwlNdDXO3eNe3Cd++XLYRxJCsCwl6QA\n", "DHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJ\n", "CsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCqCZsH8SOAccr2kbAc4Cx9J2V819\n", "u4FTwElge017NT3HKeCxJVcsSVq0ZsL+KWC4rm0K+GPg5rR9MbVvAe5NP4eBx4GedN8TwIPAdWmr\n", "f05JUk6aCfuvAN9v0N7ToG0HsB+4BIwDp4FbgQ3A1cCRdNzTwN2LrFWStEStjNl/FPga8GlgTWq7\n", "hmx4Z9pZYLBB+0RqlyR1wMolPu4J4PfS/u8Df0Q2RNMOIzX7Y2mTJM0YSlvTlhr252v2PwV8Ie1P\n", "AJtq7ttI1qOfSPu17RPzPPfIEmuSpCjGmN0RfmShByx1GGdDzf4HmZmpcxC4D1gNbCY7EXsEmATe\n", "JBu/7wE+BBxY4mtLkhapmZ79fmAbsA54jewvyBBwE9msnDPAR9KxJ4Bn0s/LwM50DGl/FOgFngUO\n", "taF+SVITmgn7+xu0PXmF4/ekrd6LwI3NFCVJai+voJWkAAx7SQpgqbNxJC07lb3QPzC3/VKV7CJI\n", "lZhhL4XRPwBHx+e2V+/oeCnqOIdxJCkAe/aSFuFiFaqjc9svTML4ro6Xo6YZ9pIWoa+38VDQ1orD\n", "/t3NYRxJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QA\n", "DHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJ\n", "CsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCw\n", "l6QADHtJCsCwl6QAmgn7J4FzwPGatrXAYeBV4DlgTc19u4FTwElge017NT3HKeCxpZcsSVqsZsL+\n", "KWC4rm0XWdhfD3wp3QbYAtybfg4DjwM96b4ngAeB69JW/5ySpJw0E/ZfAb5f1/YBYF/a3wfcnfZ3\n", "APuBS8A4cBq4FdgAXA0cScc9XfMYSVLOljpmv55saIf0c33avwY4W3PcWWCwQftEapckdcDKNjzH\n", "VNraZaRmfyxtkqQZQ2lr2lLD/hwwAEySDdGcT+0TwKaa4zaS9egn0n5t+8Q8zz2yxJokKYoxZneE\n", "H1noAUsdxjkIPJD2HwAO1LTfB6wGNpOdiD1C9kfhTbLx+x7gQzWPkSTlrJme/X5gG7AOeA14GNgL\n", "PEM2u2YcuCcdeyK1nwAuAzuZGeLZCYwCvcCzwKE21C9JakIzYX//PO13ztO+J231XgRubKYoSVJ7\n", "eQWtJAVg2EtSAIa9JAVg2EtSAO24qEpSeBerUB2d3XZhEsZ3NTxcHWfYS2qDvl44Oj67bWslm5mt\n", "buAwjiQFYNhLUgCGvSQFYNhLUgCGvSQFYNhLUgCGvSQFYNhLUgCGvSQFYNhLUgAulyCVTmUv9A/M\n", "bb9UxfULwjLspSuowN5+mBWcF2ByHLp4ga/+gbnr1ABU7+h4Keoahr10Bf0wcLSuN7wVKuOND5e6\n", "lmEv0bgHD3AJHPpQKRj2Eo178ABVmDP0cRGqVRitb+/+4R1FZthLi9QHvY3+MDi8o25m2EttYo9f\n", "3cywl9rEHr+6mWEv5cwev7qBYa9QKgXMurHHr25g2CuUxcy6kcrEtXEkKQDDXpICMOwlKQDDXpIC\n", "MOwlKQBn46i0Kg2mWbqwmaIy7FVajaZZOsVSUTmMI0kBGPaSFIBhL0kBOGYvKScXq1Adndt+YRLG\n", "XQCuwwx7STnp6238xedbK06I6jyHcSQpAHv2WvYqflm4tCDDXsueyxZLCzPspYI0+gYrv71KeTHs\n", "pYI0+gYrv71KefEErSQFYNhLUgCGvSQF0GrYjwMvA8eAI6ltLXAYeBV4DlhTc/xu4BRwEtje4mtL\n", "kprUathPAUPAzcAtqW0XWdhfD3yJmZkFW4B7089h4PE2vL4kqQntCNueutsfAPal/X3A3Wl/B7Af\n", "uET2ieA0M38gJEk5akfP/nngKPDLqW09cC7tn0u3Aa4BztY89iww2OLrS5Ka0Oo8+9uB14G3kw3d\n", "nKy7fypt82l030jN/ljaJEkzhtLWtFbD/vX08w3g78iGZc6RrVMyCWwAzqdjJoBNNY/dmNrqjbRY\n", "kySV3RizO8KPLPSAVoZx3gJcnfZ/jGx2zXHgIPBAan8AOJD2DwL3AauBzcB1zMzgkSTlqJWe/Xqy\n", "3vz083yWbKrlUeAZ4EGyE7H3pGNOpPYTwGVgJ1ce4pFmqbi6pbRkrYT9GeCmBu3fA+6c5zF70iYt\n", "WoTVLRstjgYukKbWuRCa1EUaLY4GLpCm1nlRkyQFYNhLUgCGvSQFYNhLUgCGvSQFYNhLUgBOvZSW\n", "Aeffq1WGvbQMOP9erXIYR5ICsGevrlRpsA6Oa+CUxcUqVEfntl+YhHGHpHJi2KsrNVoHp0xr4MTW\n", "1wtHx+e2b634tzw/DuNIUgCGvSQFYNhLUgCGvSQFYNhLUgCGvSQFYNhLUgDOs1ehKn6JeEsuclUV\n", "3j06u/WS/+00h2GvQkX4EvE8XeKHgzdw1f/Wtr3Bdwa/V1RB6lqGvbSM9TG18ncY/I/atoc48Q7D\n", "XvUcs5ekAAx7SQrAsJekAAx7SQrAsJekAJyNI5XMFP991Q3cfnd9+xu8ttZZOnEZ9uqIihdPdUwf\n", "Uz0P103HBKdkRmfYqyO8eEoqlmEvqUv43bR5MuwldQm/mzZPhr0UhCduYzPs1XaVBidjPRFbPE/c\n", "xmbYq+0anYz1RKxULC+qkqQADHtJCsCwl6QAHLOXgms0S8cZOuVj2EvBNZql010zdBpdbOWFVotl\n", "2GvJKq53o45odLGVF1otlmGvJXO9G2n58AStJAVgz15aBi7T0/9p1s5Z6mCK/7wqj9dzaYXyMey1\n", "oIpj84WbYsWKt/LeOUsdwIGePF7PpRXKx7DXghyb1zR7/MtXp8N+GPgTYAXwKeAPOvz6uoKKPXgt\n", "oHt6/K59v1idPEG7AvhTssDfAtwPvKuDr98Nhoou4Eqme/D120robebxfw6VnEssVJnf31eZWFN0\n", "DYszPR2zfuuf01lJhjpUWNfqZM/+FuA0Mz3EvwZ2AK90sIaiDQFjBdcA5LMM8fNQ+ZUSfwIo8/s7\n", "zvk172nQY2/WMrgKd4gu+d0rSifDfhB4reb2WeDWDr5+SJUrDM0chc/XtjkGX7xOz7ppl+65Cne+\n", "4Z2T18IPRjpdTTfpZNhPdfC1mrUX6Ktr+3dgTwG1zFGZJ6i/Czesg28u1AaNQx0M9m7V6Vk3eZrv\n", "ZO6bvDL41hbb5//UMN9XG669C35ydHbbd2+AdXN+Z8o67t/Jf0C3ASNkY/YAu4EfMvsk7WngnR2s\n", "SZLK4FvAtUUXMW0lWUEVYDXwEvFO0EpSCHeRDTWcJuvZS5IkSSqzj5JNyfw65b3w6jfIzlmsLbqQ\n", "NvpDsv9vXwP+FnhbseW0zTBwEjgFPFRwLe22Cfgy8A2y37ePFVtOblYAx4AvFF1IDtYAnyP73TtB\n", "dn50Wfh54DCwKt1+e4G15GUTcAg4Q7nC/n3MXKi3N23L3QqyYccK2b/Jsp1rGgBuSvt9ZMOsZXp/\n", "034d+CxwsOhCcrAP+HDaX8ky6mQ9A7y36CJy9jfAT1G+sK/1QeAviy6iDX6W7A/ztF1pK6sDwC8U\n", "XUSbbQSeJ+tIlq1n/zbg280c2I3r2V8H/BzwL2RXvG0ttJr220F2QdnLRReSsw8DzxZdRBs0uhhw\n", "sKBa8lYBbgZeKLiOdnsU+E2yYdOy2Qy8ATwF/CvwF8BbGh1Y1KqXh2lwsRDwCbKafpxs3Ok9ZD39\n", "d3SutLa40vvbDWyvaVtuF8vM995+m5le0yeA/wH+qlNF5agbLwbMQx/ZuO/Hgf8quJZ2ej9wnmy8\n", "fqjYUnKxEvgZ4FeBr5ItNLkLeLjIopr1RWBbze3TQH9BtbTbu4FzZMM3Z4BLZGut/ESBNbXbLwH/\n", "DPxowXW0y23MHsbZTflO0q4C/gH4taILycEesk9mZ4DXgR8ATxdaUXsNkL23aXcAf19QLYv2EeB3\n", "0/71wHcKrCVvZRuzHyab1bGu6ELaqOwXA/aQhd+jRRfSAdso35g9wD+SZSVkqxQsmxmMq4DPAMeB\n", "FynnR69p36ZcYX8K+Deyj8zHgMeLLadtynwx4B1kY9kvMfP/bfiKj1i+tlHO2Tg/TTaEU7Ypz5Ik\n", "SZIkSZIkSZIkSZIkSZIkSZK0dP8HOm8BxAxUdYsAAAAASUVORK5CYII=\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cont,bins,patches = plt.hist(maxrun0,bins=np.linspace(-5,5,50), alpha=0.5)\n", "cont,bins,patches = plt.hist(peekrun1,bins=bins, color='r', alpha=0.5)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYAAAAEACAYAAAC6d6FnAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAE2RJREFUeJzt3W2MXFdhh/FnY8fgzZvruPJ7uwacFCOgsBSnBNR161oL\n", "bW2rSGvT1nKLRSttC6hS29hEwk6rQsoHGlfIrhpe7ETIyAURmdYyNoFVKSoxTm0w2Rivo66UHeJ1\n", "SNI4lFbYZPrhnNFcb2Z278zO3hnveX7S1Zx77sucPV7f/9xzZnZAkiRJkiRJkiRJkiRJkiRJs9Sd\n", "wOnM8iLwIWAhcAI4DxwHFmSO2QWMAOeADZn6XuBs3LZ3phsuSWqdG4BngJXAJ4C/ivX3APfH8hrg\n", "DHAj0ANcALritpPA22P5KNA/4y2WJLXEBuCbsXwOWBzLS+I6hFf/92SOOQbcBSwFnszUbwX+ccZa\n", "Kkma1A0N7r8VOBTLi4HxWB6nGgbLgLHMMWPA8hr1pVgvSWqDRgJgHvA7wD/X2FaOiyTpOjG3gX3f\n", "DTwOPBvXxwlDPxcJwzuXYn2JMEdQsYLwyr8Uy9n6Uo3nuQC8toF2SVLqngJeN5NP8AVge2b9E1TH\n", "+nfyykngecCq2LDKJPBjwNq4Xm8S2DuJYE+7G9BB9rS7AR1kT7sb0EH2tLsBHaSp62beO4CbgPXA\n", "BzJ19wOHgR3AKDAQ64dj/TBwFRjMNG4QOADMJwTAsWYaLUmavrwB8D/Aogl1zxNCoZaPxWWix4E3\n", "5nxOSdIMavRdQCrOULsb0EGG2t2ADjLU7gZ0kKF2N0Ct5xyAJDWmqeumdwCSlCgDQJISZQBIUqIM\n", "AElKlAEgSYkyACQpUQaAJCXKAJCkRBkAkpQoA0CSEmUASFKiGvlCmAItG3hl3UsleOlbxbdFkman\n", "Dg2AT074M9MvzoP9JThjAEhSi3RoAGz54bXrI92wvz1NkaRZyjkASUqUASBJiTIAJClRBoAkJcoA\n", "kKREGQCSlCgDQJISlTcAFgBfBJ4EhoG1wELgBHAeOB73qdgFjADngA2Z+l7gbNy2dzoNlyRNT94A\n", "2AscBV4PvIlwYd9JCIA7gEfjOsAaYEt87Af2AV1x235gB7A6Lv3T/gkkSU3JEwC3Ae8CPhvXrwIv\n", "AhuBg7HuILA5ljcBh4ArwChwgXDHsBS4BTgZ93soc4wkqWB5AmAV8CzwOeA/gQeBm4DFwHjcZzyu\n", "AywDxjLHjwHLa9SXYr0kqQ3y/C2gucBbgT8DvgM8QHW4p6IclxYZ6KuW14/CukutO7ckXff64jIt\n", "eQJgLC7fietfJEzyXgSWxMelQOUiXQJWZo5fEY8vxXK2vlT7KQ8PXbs+0p2jnZKUiqG4VOxu5iR5\n", "hoAuAk8TJnsB1gNPAF8Btse67cAjsXwE2ArMIwwfrSaM+18ELhPmA7qAbZljJEkFy/vnoD8IfJ5w\n", "UX8K+CNgDnCY8K6eUaDyJS7DsX6YMGE8SHV4aBA4AMwnvKvo2DTbL0lqUtfUuxSuDOX7rq0a6YaB\n", "K3Dm3vY0SZI6Wpkmrud+EliSEmUASFKiDABJSpQBIEmJMgAkKVEGgCQlygCQpEQZAJKUKANAkhJl\n", "AEhSogwASUqUASBJiTIAJClRBoAkJcoAkKREGQCSlCgDQJISZQBIUqIMAElKlAEgSYkyACQpUQaA\n", "JCXKAJCkROUNgFHge8Bp4GSsWwicAM4Dx4EFmf13ASPAOWBDpr4XOBu37W220ZKk6csbAGWgD3gL\n", "8PZYt5MQAHcAj8Z1gDXAlvjYD+wDuuK2/cAOYHVc+qfVeklS0xoZAuqasL4ROBjLB4HNsbwJOARc\n", "Idw5XADWAkuBW6jeQTyUOUaSVLBG7gC+BpwCPhDrFgPjsTwe1wGWAWOZY8eA5TXqS7FektQGc3Pu\n", "dzfwDPDzhGGfcxO2l+PSIgN91fL6UVh3qXXnlqTrXl9cpiVvADwTH58FvkyYBxgHlgAXCcM7lYt0\n", "CViZOXYF4ZV/KZaz9aXaT3d46Nr1ke6c7ZSkFAzFpWJ3MyfJMwTUTRi7B7iJ8K6es8ARYHus3w48\n", "EstHgK3APGAVYbL3JCEoLhPmA7qAbZljJEkFy3MHsJjwqr+y/+cJb/s8BRwmvKtnFBiI+wzH+mHg\n", "KjBIdXhoEDgAzAeOAsem2X5JUpMmvrOnE5ShfN+1VSPdMHAFztzbniZJUkcr08T13E8CS1KiDABJ\n", "SpQBIEmJMgAkKVEGgCQlygCQpEQZAJKUKANAkhJlAEhSogwASUqUASBJiTIAJClRBoAkJcoAkKRE\n", "GQCSlCgDQJISZQBIUqIMAElKlAEgSYkyACQpUQaAJCXKAJCkRBkAkpSovAEwBzgNfCWuLwROAOeB\n", "48CCzL67gBHgHLAhU98LnI3b9jbfZElSK+QNgA8Dw0A5ru8kBMAdwKNxHWANsCU+9gP7gK64bT+w\n", "A1gdl/5ptl2SNA15AmAF8B7g01Qv5huBg7F8ENgcy5uAQ8AVYBS4AKwFlgK3ACfjfg9ljpEktUGe\n", "APh74C+BlzN1i4HxWB6P6wDLgLHMfmPA8hr1pVgvSWqTuVNs/23gEmH8v6/OPmWqQ0MtMpB5rvWj\n", "sO5Sa88vSde1Pupfk3ObKgDeQRjueQ/wauBW4GHCq/4lwEXC8E7lAl0CVmaOX0F45V+K5Wx9qf7T\n", "Hh66dn2ke4p2SlJKhuJSsbuZk0w1BPQRwgV9FbAV+DqwDTgCbI/7bAceieUjcb958ZjVhHH/i8Bl\n", "wnxAVzxH5RhJUhtMdQcwUWWo537gMOFdPaPAQKwfjvXDwFVgMHPMIHAAmA8cBY412WZJUgt0Tb1L\n", "4cpQvu/aqpFuGLgCZ+5tT5MkqaOVaeJ67ieBJSlRBoAkJcoAkKREGQCSlCgDQJISZQBIUqIMAElK\n", "lAEgSYkyACQpUQaAJCXKAJCkRBkAkpQoA0CSEmUASFKiDABJSpQBIEmJMgAkKVEGgCQlygCQpEQZ\n", "AJKUKANAkhJlAEhSogwASUrUVAHwauAx4AwwDHw81i8ETgDngePAgswxu4AR4BywIVPfC5yN2/ZO\n", "t+GSpOmZKgD+D1gH/DLwplh+J7CTEAB3AI/GdYA1wJb42A/sA7ritv3ADmB1XPpb9UNIkhqXZwjo\n", "J/FxHjAHeAHYCByM9QeBzbG8CTgEXAFGgQvAWmApcAtwMu73UOYYSVIb5AmAGwhDQOPAN4AngMVx\n", "nfi4OJaXAWOZY8eA5TXqS7FektQmc3Ps8zJhCOg24KuEYaCsclxaaKCvWl4/Cusutfb8knRd64vL\n", "tOQJgIoXgX8lTOaOA0uAi4ThncoFugSszByzgvDKvxTL2fpS/ac6PHTt+kh3A+2UpNluKC4Vu5s5\n", "yVRDQIuovsNnPvCbwGngCLA91m8HHonlI8BWwnzBKsJk70lCUFwmzAd0Adsyx0iS2mCqO4ClhEne\n", "G+LyMOFdP6eBw4R39YwCA3H/4Vg/DFwFBqkODw0CBwhBchQ41pofQZLUjK6pdylcGcr3XVs10g0D\n", "V+DMve1pkiR1tDJNXM/9JLAkJcoAkKREGQCSlCgDQJISZQBIUqIMAElKlAEgSYkyACQpUQaAJCXK\n", "AJCkRBkAkpQoA0CSEmUASFKiDABJSpQBIEmJMgAkKVGNfCdwm/14HfQeqL3tuYswurPQ5kjSde46\n", "CoBbboJTo7W3va0nfDOlJCkvh4AkKVEGgCQlygCQpEQZAJKUKANAkhKVJwBWAt8AngC+D3wo1i8E\n", "TgDngePAgswxu4AR4BywIVPfC5yN2/ZOp+GSpOnJEwBXgD8H3gDcBfwp8HpgJyEA7gAejesAa4At\n", "8bEf2Ad0xW37gR3A6rj0t+KHkCQ1Lk8AXATOxPKPgSeB5cBG4GCsPwhsjuVNwCFCcIwCF4C1wFLg\n", "FuBk3O+hzDGSpII1OgfQA7wFeAxYDIzH+vG4DrAMGMscM0YIjIn1pVgvSWqDRj4JfDPwJeDDwEsT\n", "tpXj0iIDfdXy+lFYd6l155ak615fXKYlbwDcSLj4Pww8EuvGgSWEIaKlQOUiXSJMHFesILzyL8Vy\n", "tr5U++kOD127PtKds52SlIKhuFTsbuYkeYaAuoDPAMPAA5n6I8D2WN5ONRiOAFuBecAqwmTvSUJQ\n", "XCbMB3QB2zLHSJIKlucO4G7gD4DvAadj3S7gfuAw4V09o8BA3DYc64eBq8Ag1eGhQeAAMB84Chyb\n", "ZvslSU3KEwD/Tv07hfV16j8Wl4keB96Y4zklSTPMTwJLUqIMAElKlAEgSYkyACQpUQaAJCXKAJCk\n", "RBkAkpQoA0CSEmUASFKiDABJSpQBIEmJMgAkKVEGgCQlygCQpEQZAJKUKANAkhJlAEhSogwASUqU\n", "ASBJiTIAJClRBoAkJcoAkKREGQCSlKg8AfBZYBw4m6lbCJwAzgPHgQWZbbuAEeAcsCFT3xvPMQLs\n", "bb7JkqRWyBMAnwP6J9TtJATAHcCjcR1gDbAlPvYD+4CuuG0/sANYHZeJ55QkFShPAHwTeGFC3Ubg\n", "YCwfBDbH8ibgEHAFGAUuAGuBpcAtwMm430OZYyRJbdDsHMBiwrAQ8XFxLC8DxjL7jQHLa9SXYr0k\n", "qU3mtuAc5bi00EBftbx+FNZdau35Jem61heXaWk2AMaBJcBFwvBO5QJdAlZm9ltBeOVfiuVsfan+\n", "6Q8PXbs+0t1kOyVpNhqKS8XuZk7S7BDQEWB7LG8HHsnUbwXmAasIk70nCUFxmTAf0AVsyxwjSWqD\n", "PHcAh4BfAxYBTwMfBe4HDhPe1TMKDMR9h2P9MHAVGKQ6PDQIHADmA0eBYy1ovySpSXkC4H116tfX\n", "qf9YXCZ6HHhjnkZJkmaenwSWpES14l1AHeClXug9UHvbcxdhdGftbZKUrlkSADfPh1Ojtbe9rSdM\n", "U0iSshwCkqREGQCSlCgDQJISZQBIUqIMAElKlAEgSYkyACQpUQaAJCXKAJCkRBkAkpQoA0CSEmUA\n", "SFKiDABJSpQBIEmJMgAkKVEd+n0Az09o1+W51a8WliS1QkcGwJvZ+FvZ9TI/nXuJH/Tcxt2ba+3/\n", "LE8vfL7u2Wbvt4X1wP23w5Ja256Di6Pwip+tmWMkzU4dGQD3suzF7PolXpi/j5/N3cPy/661/z0M\n", "v6Z+ANT/trBFLHzvL9a5GP4I7lwEP2hk22THTHZx7Wnyonw7LDlV5+vO7oT39tY45xXoPQVfauQY\n", "aK4/mt3WbD9OpqfFYTkTbZxMvbbMxL9Lq/u42d/9TvrZ6umZgd+Reuec7HyP527xtToyABpV5iev\n", "urPO3cFlnlx+a51tXfx4Rb2LYS+88xR8tZFtkx0z2cW12YvyFeilTgDcDPNrhUMvvLPW/pMdUzmu\n", "0f5odluz/TjZf5Bm+niyY2aijc20fyb+XVrdx83+7hf5s7X636XZdkx2zsnO11WrMod2BEA/8AAw\n", "B/g08HfTPeHNlLs+Wufu4K/5zpx62/6Gk6+Z7nPnNdXFtdXHzVbTCalGz9ls/85UkDbTlma0uo87\n", "6Xd4sn/rIv9dOqVPin4X0BzgU4QQWAO8D3h9wW24LvwT9LS7DZ3CvqiyL6rsi+kr+g7g7cAFqsn3\n", "BWAT8GTB7QCgTPlVn+H2msNDV3n+9na+8+hr0PPHdV4hpMa+qLIvquyL6Ss6AJYDT2fWx4C1Bbch\n", "44auW/n1msNDZb78GrhadIMkqTBFB0Cul9QP8+2l2fWf8fINL9NV6Mvxye4OfsoLyz/Dz71iW7vv\n", "GiSpEc1OHjfrLmAPYQ4AYBfwMtdOBF8AXltssyTpuvYU8Lp2N2IqcwkN7QHmAWdwEliSkvFuwntq\n", "LxDuACRJkiTNdv3AOWAEuKfOPv8Qt38XeEtB7WqHqfri9wl98D3gW8Cbimta4fL8XgD8CuEtWr9b\n", "RKPaJE9f9AGnge8DQ4W0qj2m6otFwDHCkPL3gT8srGXF+iwwDpydZJ+Ov27OIQz/9AA3Unse4D3A\n", "0VheC3y7qMYVLE9f/CpwWyz3k3ZfVPb7OvAvwHuLalzB8vTFAuAJYEVcX1RU4wqWpy/2AB+P5UXA\n", "c8ySP3MzwbsIF/V6AdDwdbMd3weQ/TDYFaofBsvaCByM5ccIv+yLC2pfkfL0xX8AlT+O9xjV//Cz\n", "TZ6+APgg8EXg2cJaVrw8ffF7hL8XMxbXf1RU4wqWpy+eAW6N5VsJATAbP8TzTeCFSbY3fN1sRwDU\n", "+jDY8hz7zMYLX56+yNpBNeFnm7y/F5uA/XF9tn7oIk9frAYWAt8ATgHbimla4fL0xYPAG4AfEoY+\n", "PlxM0zpOw9fNdtwm5f1PO/EzCrPxP3sjP9M64P3A3TPUlnbL0xcPEP6Ebpnw+1H051iKkqcvbgTe\n", "CvwG0E24U/w2Yfx3NsnTFx8hDA31ET5DdAJ4M/DSzDWrYzV03WxHAJSAlZn1lVRvY+vtsyLWzTZ5\n", "+gLCxO+DhDmAyW4Br2d5+qKXMAQAYaz33YRhgSMz3rpi5emLpwnDPv8bl38jXPRmWwDk6Yt3AH8b\n", "y08B/wXcSbgzSsl1cd3M82Gw7GTGXczeic88ffELhDHQuwptWfEa/ZDg55i97wLK0xe/BHyNMEna\n", "TZgYXFNcEwuTpy8+CeyO5cWEgFhYUPuK1kO+SeCOvm7W+jDYn8Sl4lNx+3cJt7qz1VR98WnCpNbp\n", "uJwsuoEFyvN7UTGbAwDy9cVfEN4JdBb4UKGtK9ZUfbEI+ArhWnGWMEE+Gx0izHP8lHAH+H7SvW5K\n", "kiRJkiRJkiRJkiRJkiRJkiRJUhr+H34aT80HwlvFAAAAAElFTkSuQmCC\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cont,bins,patches = plt.hist(norm.sf(maxrun0),bins=np.linspace(0,1,50), alpha=0.5)\n", "cont,bins,patches = plt.hist(norm.sf(peekrun1),bins=bins, color='r', alpha=0.5)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYEAAAEACAYAAABVtcpZAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XmY5PdV3/tX7d1dva/Ty+yLlrFkyxZG8m7j7QImsSEG\n", "gkMICSQkJFxucgPZQCTAvSw3FwgJj0NsLoQQG2JjW96NZS22ZVuyZe2z79Mzve/Vtdf949RoxrYk\n", "bI9Gi/V7P089U131q6rf/Kr7nO/3LJ9DQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJC\n", "QkJCQkJCQkLCN/BuzODBJ3j+x3A/HsDncP3TdF4JCQkJCU8Dr8QNntgJ3Iy+9v034wtPx0klJCQk\n", "JDx97PDETuBSBnDmyp5KQkJCQsI3S/pp/ry/j48+zZ+ZkJCQkHCF2eGv3wm8Fo+I3UBCQkJCwrOA\n", "7NP0OdfjD0VOYOlxnj+C3U/TuSQkJCR8p3AUe57pk+DJdwLbhJG/6Ule33qqT+hZxi3P9AlcYW55\n", "pk/gCnPLM30CV5hbnukTuILc8kyfwBXmsm3nU7ET+J94NYZxGr+MXPu5d+KXRAjoD9qP1fDSp+Bz\n", "ExISEhIuk6fCCfzoX/P8P2jfEhISEhKeZTzd1UHPV25/pk/gCnP7M30CV5jbn+kTuMLc/kyfwBXk\n", "9mf6BBK+Ob7TcwIJCQkJV4LLtp3JTiAhISHheUziBBISEhKexyROICEhIeF5TOIEEhISEp7HJE4g\n", "ISEh4XlM4gQSEhISnsckTiAhISHheUziBBISEhKexyROICEhIeF5TOIEEhISEp7HJE4gISEh4XlM\n", "4gQSEhISnsckTiAhISHheUziBBISEhKexyROICEhIeF5TOIEEhISEp7HJE4gISEh4XlM4gQSEhIS\n", "nsckTiAhISHheUziBBISEhKexyROICEhIeF5zOU6gXdjBg8+yTG/h8O4Hzdc5uclJCQkJDyLeKUw\n", "7E/kBL4XH23f/2584QmOaz3F5/VsIo3sJfdTyLRv6UseK7Qfy7XvP977ZC45/sL7PB6Z9vMXSD3B\n", "cQkJCc9tLtt2Zv/6Q56Uu7DjSZ7/Afxx+/4X0Y8xsXt4HtDXw9TN5L8Lw6ROUUvT2U0uR63CYoXR\n", "UXo6WEJ5mf4Vlmucup+e07Q66Z1gci/NbtbOY4lqmuYG5x9kdgZZrtvD1WOUMtx9gqkORjrYWOML\n", "J9EUTiaFMqoMdvOCXhZqPLzK/l62FpnZ5L4F1Nv/oRSK9PewZ5RiJ8dWOH0EtSe4CFnxi9p4kguV\n", "a99qT/I+CQkJV4DLdQJ/HZM4fcnPZzDl+eEECux7Jdf9MPt3cm6AA/30tOhp0lWnWmG9Rr7J9hzL\n", "XWw0aFUYWOf897N+lM4usnn2LjLSyambOZdmeJXaEodfwZceZP9W9g3Sc46JDYa+j/xxbj7A/eOk\n", "ro6vfHgn2V4WShw4wqtW2FrFJgPd/J3zYe8f2k5Xmc89hBI3jvPGQWwnN8muNRbzvGeKL94u3jwn\n", "nEad66/mmgHWSjx0glPzYidTEM6oHA7oh8cZzfDoIMdXKM3y8EL7mMcjQ3+RVoqVTVSf4Lhc+9/E\n", "sSQkPAFX2gnwjaGIJ9q+3HLJ/dvbt+cyWQZv4trtDA1ilKEucg26M5xvslZjvsVQlsla/HsuS6bK\n", "cIV6hsIets6znmUFuxbZt4XuIosNOkp0z/KD+xk7wYubHH8ZayvcPMbMXo6+kJE19pYYKjE8wnCe\n", "zBpf2c/wg9x0hkcLvKjIl7F3jDelwkj35vjYAX64SLHO9CTXjHJuCxNzvHw/j+J1HWzFwiaPNPm3\n", "Ld68wpc6ee9u/nuTN/dyfZ5DQxyv0Z3ip87x1XF+sMVt/RSrvDPHvdOPc10zvHkr78jS3eLP8Wdn\n", "ULnkmBTXjPCavvA3n93g3vOe2KkkJDxXeE379pRxpZ3AWWEVLjDVfuzxuOUKn8vTTZPSVsrjzA2T\n", "7qCZpjfDKBppGjnGmgyk6chQS5HJkE8zkqfVYq4QC9mubgpN5gfozDNaoKPBzgbzk+T7yec5vM5A\n", "J6vbaBS5rsS5flqrNBvMF+js5brz1HNMFVl4CXftoFClXGFpBy88z3qa3ahex5EMHdOc7GWyyO4W\n", "fZ1M76TS4vv2871f5Lo5vlwkN8XO+yi2eG2Ju/q4doJ/tsYDvfxCkweLHOrkI3hJLs71/k5eXOGu\n", "Lu5N+wbD3V8MB/Bjpfh5oMCj/dx3ye5yoJuf6ufn1+Pnd3fx7/qYXrrC33lCwpXmdl+7QP7ly33D\n", "K+0EPoSfxXtwE5Y9P0JB0GK2wvIguzsppyJqMSNi/xupyN9uSdOFQ9mIlCy32JFmMxW3s02G+hlr\n", "hdFezzHTZKD9MScKdAvnMTXHuSEe2ElHi0aVQp50gQ1MpVkrMJWnuYvDW1nspDNDd5n0Guvr9KVo\n", "zLDcIHcqjPKJLfz3Nd7UwcY8H3gjO2usd4UzmkpjjNV1Jhq0urhrisYskxvMpsm0qKaYyDFW40Ce\n", "TehnoczhPEs1mk1O9vP67dTq3DErVvoFxsY4Mcwn53hjKUJrPV+XIB/JcV394s831NjaweNtLBIS\n", "nt9crhP4n3g1hkXs/5ddjMO+U1QGfS+OCCv09y7z855jdFRZLNNZDP+Xw4iLhUCz2ClW+g2sCiPZ\n", "wokU2RYTqXhhR4MTVWotpKhmaLRY6ae3zFyDk6MRYjpVYqKLtV5aBTornB+k2iRf5WyerialYpxI\n", "usS1FWZz7B0mvchMP9eUWe7n0Bw9Bea38/4e3tzJxmlGd9GRZXuFSi+5MTbLfCXFUo6jPax1cbjC\n", "x+4mW+avRhjP8+AIrTz7V3hvL59e5pMdvHiWW6a4eZN/V+Fgjv97kj+f5m9P8uYU8zlObeMPZjhR\n", "585VdFy8kIeq3Jvl9e3v4Z48Z1euwBecbX+ZLeHNvpOr3BK+Q3m2lA62Ddt3FClG/is/8Ld4eSFy\n", "4lVh7PNYb98fad+fE5dhrEVvil6stMJRTECNzRrnU7TSsfrvzlJq0GgyvMiWFc52cqhBrpOdOVrF\n", "CCutlqmvUEjRuxGr7ekhCnVGUnSmWMpQr7L3NKc2Iuz0hUW2H2B7J0sp1nJkllkapHuYniL9mzQy\n", "1JfYmOPwIG/5UOQ5/qqbr85zoMpNI1SLnOjjtU1GalHh9FCVW7/Kxjmkec1WPnOJ0f6DLv7xKn/a\n", "G2Gg3x3m3E6+muKhk/zgBhNNPtfg1rNxofcMccMYjR5ObHL0OCtr3973qMhUljNVtMNQ8rxtkjdl\n", "w3m/d4N7z0kcQcLTy2XbzqcjMfx8pYvJgTDWmhTSUTSTw5BYuF4ogJkXeYJuYYyPt8KwdNbY3qAv\n", "w1fa/Qa1ZoRV+mtsq3K4GSv9ngYb3aRbTFbZaDKWol4m3aCjwgM9bEGqO8pB0804ke40xTTlLMda\n", "DGW4folznRE+ynRR6mAyTW+e1hx3Zumsc/0yix0sL3HwPI2vsn2QH1imt8VwnbvG+Zkq/2KG2WV+\n", "M8uZGrvLdBQjHzB+Hbe3uO9E7EyOZtjdLis9l4oLVU9xWwf7evmBad6d5bXD7NvkpSVuzrE4wufO\n", "cmSFawf4yXn21viLcX4XS9+iI7hmJPILV9e5O8cfzXBmme8e4ufwqo32193NvUXh0RMSnjMkTuDK\n", "0cXWLIUS6R4m0izigDD8PegTzqBPhIfWRXRhJcVKk2KWs5mI/3e0KKXoSXNtjVqO5iZdac50UGiR\n", "XiezyfluRjaZ6+DqMscKVLPcvEa+Fsd35mht0NsfYaeFNEvrsdo/20HXMOfmydUjzLOvQm8v02kO\n", "vIgda5zK88BilK8ud9FawArlEn+ylaEUR9KUmlxV47aJuDTjdQ720VNmf4u1Cm9cpqeb493cNsu/\n", "n4xI4yM5PpPnDWn+6xAvbPC/ZbmtRfcKE0Xu3c3iMitVMhd2EJ28HX9jM358xyafG+BT34oTyPPy\n", "QX5ijYEWry5zeJj3rEbF1OQleYfRpkSGJeE5SOIErhzrnF1jWzoMa4dIi/SI0M+ACPmURc5zSKRW\n", "1sQKej1FqRVOobMVRmglxckGS01mMxHTL7YoV8PBZHP0rlKZI9cTq/35coSiepuk69Rr7GqwUeOe\n", "FlMNhlNR6bOnTLaPWpbWGj2L0dg2uhTnf3aKUifFg5HsPdZNbyc7z3J6geUU75vn9aPcuBnObjrD\n", "eoNTW/iJOdIpPjfMV0+xu4uBMlct8UCOqWrsSpY3+ZOT/EmeF07wPb1kd8YFuyPF9Al+8WyE194/\n", "xhtm+b4SH+3lAw2xPW5F8v2Pe1ntiUqn2YXH+Z6y7ePrvjaUU+AVO+jeyjvr9M3y1pUI5cGjq3xo\n", "lB/fYDnNbSnUIgw1UeBYiTMrkvBQwrOcxAlcOcrR6HX2dWQzFxtie0RY+c4Wu1LhGDKiQmhV/DyW\n", "YhytZpSFphs83A7ZTKaZ7qKZoqNGeYV8JhxDuis6hbMFVjbIr/KVCtUG1XZeYN9SlI5WKgxVOZtl\n", "YRtXV5ipMTgblTrzZxlcI1OndZIHxzi8wcQiqbM8nKdvk+5NsssUy1x7hsEUe+dINcIJ/ItNHt4Z\n", "RvM/D4fhPnWW9EE+P0DvOOfyNJZ4sMmZcvv61dBidJyte3lhgXqe3jSfKfP/LlNsMluNzuwHcwyc\n", "46p17srERf69Lt6yM5xbpcbODe7Pe6y5bM8Qbxikq8Xny9x9TiRqUrxhgn9S4/Y81wwxN8pvznDn\n", "QTTDwP92ir/qp9zktrO8coSfz3JVnU+P8DtZjs0/Tb9vCQnfFokTuHLk2NrN/nZt/d5sOIIT4rKn\n", "RbnogCgsmRer/i4RFupvRVnpfIqOVOQUyplY+bcapNI0W+xpsZGmmSeToivPlhoLGZY7yHQwtkS5\n", "zmaDgz0snid/kq4BlkewTF+d5Qz9q+xa5uAKpQXOr7CW5qZZ6mmOD3DzHJMt7uqJFe8rDrIff5Bj\n", "ZpV6F3+nHSs/kmYpSz0biemeTbYuUd/knnM8fJ7dEwzuiFDW7iZHjwkPkqV3hH1NhnJsaTGXQYP/\n", "Vqenxtvm+Nl2aOrudFRJaSDDWJF9ZfrrrDW4qcEHCsIJdPGOIX65HcP/805WB3l4Ll67IxNVSG9b\n", "orLB4T5qJTIXmtJa0XfwWO9BB28q8Nb2//vaOp/v59iCZDeQ8CwmcQJXjgzVgSjN3JaNhGxGhH1O\n", "oT8Vu4K8SAgfEDuEYfG1LKZi9Z4SBrScZnedYoNdmXAOjTQbg5wUEhS9FbZmogRzoxLloYUU6TTb\n", "H2VxjekG5c+SSVO+JnSKMhXOTtK1QWWZewss7+RgA/dzaISVEucWqO9gusjRHKvzNCq8dyQM/V+e\n", "jwqgzxT5yTVeVeIj49yYYX+a0R5WG9wxyvQaxQIbZa4a5F8usr3KH17LHw9y+KG4jOlzfGmUdDep\n", "jdjB9Kwx3sHLqtxwmr8ci3DZXYN88ChadPeweyw6ktM1rl7hI4MekzHpz/KiRvRnfHGQxa7QRLKA\n", "BmcbLBfZ0mBsjZkKVy3whSf6m2nnbC5Q8rVNzAkJz06eSIXy6eYW/MozfRJPMX1c9UY6rmFHB/lU\n", "u6xTGIhucfnXxG6gU+wIRkROABarkQ/YVo5Q0YB2j0GKhVSEXLrSUbbZ3Yp4+3AqpCeqqajtz4l8\n", "wOAa0026TlBcZ3okum339nBNR+wqVrojHj9yiIlWnFR+H+khlsv86KlwWqfT7DvJy89R6eT+NJUV\n", "vr+bm3L8rRp/1ctvT/Mm7MPfXSCzzkdGGJjidVu5aSJyEN81wNvn+OIwN+ZY3cL3rPPlClvTrNU5\n", "MxzX4MAS2WOcXqOaZ0uO2WZ0HjczsQJfaDI+xo93RkJ+S5YvDfPx+cgnELuqrYOsD/GKXFzHUov1\n", "JrNrHC5T6uPcMGdSdM/xxQx/Me/xtYgarOaodbOY4T2dvHcmOrATEq4Yt7hM25nsBK4c3VGxI81C\n", "u1O2LBxAVRi0YewSmkBzl7x0NRV5gDTONBjMxmvOiMRpQ9T5Z1JRWXQd5rOcynB3k9F6hDNajWjQ\n", "ylWZ3cJSlRfex9FhrmtyphUhkKtzTJQo9rHcE7pEmVGuG+CaFQ6mODHO8Soz82FYx9Pk1plf4NVr\n", "nOrmVXUOjEVF0ytqfCwTeYfcJsc641bYH5VLbznAYJ35sXBihzpCSXW4SjHFv1nnznFSKSbqHDvN\n", "IzVefohjVT4zz/fuptkfYnjd3XSdZEc/mUEOVqit01WKXcp0jXuOuBiaKfGuJX5sglyF1RL/apa5\n", "Ig+mUeazB/jsNC8eJpviS9Mu9gk8DvfP8M82mMgyXXnyYxMSnh0kTuDKUaNzPEoa0ynO4WFRZZMT\n", "CeALncPtPKZZFEWYqN4inWeqyXK7Rr63RaMR9flnsgw10Axl0iyGWjG/p1qL0EmuSLMaXbynKjSO\n", "c3SMa5qMVTnWw+l+trdCDbRRZ6mLrp2UBqJqp6sVyqUbRb6ylX1f5XR7xbx1lXw3X56iuovPdrDr\n", "LNcu8L9GyLf4yCY/nOK/DpPdw2CVazdY6mdylu01PrZMa4StQ3yiTt8DkRvpHeH/Osb+JTYP8bOD\n", "/Oo5rHNjPz+/RGGJj26NctytHbGDKE1F7uPMeU5VmVjm5KLYdl3C4hLVs7yiFD0JCyk2Wi46iib7\n", "c7wqFeGm7kFu23RRWvvracVnJPIUCc8dEidw5ahGM1Z/M+Lg27IXVQaWxC5gu4jnj4hV/4BQFV1r\n", "RRy/q0WmyY5mVP0M4nyLSolKkdkW5VwcP9bePYzgXI6z6Vhpp9OROO5Y5ugIu2YitPHVQQZSkZA+\n", "tRQaPK0hGh20cswNUMqxp8rYKutVFoZ56JWhcHq8k0o/G33sGGXbMhPjPLSDhytxbi8Z5ytHOVCP\n", "53/i85T2hYxGuoMPD0XF0cpX+E99vPylvKpKYZh/LhKy+9sNY514UcVjMxAIJ/PKCneskZ9issLx\n", "Qrz/98yQLUWH8q0Zbj/uGyWnq3x6nvEh9jT5YprbLu367eIdA/xiO3n8yUJcg/vPP+W/LQkJzxCJ\n", "E7hybETzkmpU8vSIruCm2AmcE3mBLrFALeJazKSiR2CyFXIRBzOst6KhKy1CQx3FmDmwKhyAPKV0\n", "6AvlalFZNFPmaDl2D3sWeMUhVtKc7yC3jewEL+3jS10srHCsj0wnqRrTfZzrYCXDWCkeWz9HM0d2\n", "K6MHohO42sX8Mt+3wENTbBwjVYzw1wtnqA+zcyfDBzjTw/Iy1z3Evfs4uT0mjjYOcaDFj03x/dOc\n", "HOGRrdxbZ/0Q/6MYUhGPZPlCU6zCe7i3xa/28ZoGa03uq8fuarWPfXNMlXjDae7t5ENlllcf/2s6\n", "ssAtJfG3UPW12dxMOIcL7K8x9HhT3xISnrMkTuDK0eTcQW5/OZOpyCX2CYOfEQPWFoThSguV7boI\n", "CxVEWGK1FQvfu9vlkSvIN6K0dDrDWDoG0jxQZjLLaIuBGidTkQfYUmfnJqtroQt09RHu6WX3CNdk\n", "WN3kxWs0+3gwGwnZPcuhYvrd89ya5ZHZmGcwcJi1/RE6umZPqHyeW6F2f4SRrjoRCqirWyMXsTDC\n", "i9L0d3BHN993jLuvZ+0gXadYLPG7h9nb4Gf2MtDHeIPOLLuL2McDZ/ilDd7bxUY9VumvG+fH85zs\n", "5viWMO7rDT7/QFzDro6oZtoxHwb8K02WLo3Np8TvfTuU9tioTr6xlLPGF9K8NhWhtk90xK4pIeE7\n", "h8QJXDnS7Jhjpcxob6z+zwhDXxZOoFOs5i8UaZ0XuYBMKo4tteLnQiaOH2uEMVzJcXWW8VpUxAxX\n", "w/CfFjuBQaRz1NZY7I2dxOGZSG42HuDQa2iukRtgVyUE30ZmaRYZy0ZZZa+osZ9ZJNfigYnoPXhd\n", "hhfU6F1nvj+c0rtyMRMhtcT7j/DaQX5wJQTqqkX2TLD3MNmT3IpPVviTE9zUjq1fv8HRIUpL7M5i\n", "k4N19nXwJyvcejSO6+8NB/ADJT48wg8t8tkyPz1HocjvtMM0uxb5kQL/vovbKhxZbl/gPG+ZjM84\n", "3eR953lhDz/Sy9ZmdP2++6yLCd0y7z7HiVE60zy4xpFn2glkRIlWU1KDmvAUkDiBK0edo1t4RUf0\n", "BhALzRnhEC4oD28Xu4N1Ec9fbVcRDaSjrHS2RXcznMfpVMwoXk6zvcxBXJdjI0t3hZEGHblIHM9h\n", "X47W+dhxfHmY6ij1Yxw7Sedk7C7m65SqbOaYLUROYjRNqUCmEJpCc+VoOuupsJLlc2OsrLNyhJkS\n", "Xzoezml7P3vLMWjmcI0Dw4wMclWFByZZP8NbFrmzzHo7rFISekSnany6n2sLIVmx7QzNGgP5i5e0\n", "lYocSyUVDm2gSa3tQbtawihWObbGr1+Yo1zx2Ar/deP8SpMbNiJnsrmDa5v8Yltv6KYMp8f41PGL\n", "n7m0xvvW2+/1rUwm6+QNW2KK3LF17p/9Fl//eBR4+yQ3pzmT5i8Xk47khMslcQJXlPRQDGzRDMO9\n", "LBZyA9gmjH9F5AoWRcK4IOrqF4TRmxSaQcVU7ApqDep1HmpEYncmG12yqXa10Go5pJ47+iIXke4l\n", "u8q+WTaXyXXwcINDpfjQR4ejkW1XX8w/ON/HfCXkKqYzlLYweIT96+hkeZzGCotnKc1wTS0mhmWG\n", "uHaJ05ucOMJH9/K681GaeawzunZLm3y2SLbKb+VDFvvQAF1Frn+QpX080OD1Jzm7wWyKBy5R5VzZ\n", "5ENptmXCafzeTlKz/PsUn57zjfX7F0I97VLdqRw3tFf5HS2KnSHXvbAa4Z7xBh1538ilFUPfDDl+\n", "fJJfqrC7wv/o5teaPDr7LbzH4/DqUX6xwQ1taY3CIL++LlYNCQnfFokTuHJ0sj1FoUJHIUZGrooE\n", "cEHsCLIizl8QoZyJJrl07BK6Wyy2ojR0sxUOYqAVIyibZfKFGCxTzbRlEeoR4ljCSJZDOUrDdBba\n", "g2iqjM/Ru4WXbUR8veMozT0RPipm2dfi9O6Y8LVZYX89EsvndrR3H3MhVT3fxcE8I9VQMt0/zrF9\n", "zJXYPU15kbvOtlfr03FMMc9HhxlaCQdwtMUfDrJzkO85z81LzH2Rd27n8yUGVji0yPKlZZ1V3n2a\n", "+4dDQ2jn2VBUPZlloeoxQ33NKD/QF9frcw1uneO6Dh7t5BNNbqzw7gmm+mPQzu8X+KHT3NHJo48n\n", "MvetkuflqYtS2G8t8d6ey3cCvXmu2rz48/aWZ0/DZ8JzlMQJXDla1JshcfBQL3uEKFzTxZBud/vf\n", "VWH0721FWGNnKiaOdYjxkl2NMMajrSgR7c2HgdvRiKaxfJMv5DmWDlmJPhS6Q4Buf4P5Th65jq5F\n", "uqt0L7I7Ra0jwkFLJbauUd4TQ+4zKSYzbF1nLRudtefq8TrNmB3Qucz4GpUhGiMhxra9GCvrvWt8\n", "eYWVaX5mM5rm/lMv5Sl+NEN5lI0C/xSlGpPb+cwOxs/F4Pp7Z9iboXyJIuhjlPnyPL/ayb/ZuPjw\n", "j3ZzJCUkpAf425tsrdPdR/56/tF5Hqrx+5OkytzQw5uOhRz0n0/yU4MsnL4k5p9lqjs6iQ9t+Nbi\n", "743I0VzgYI7Vry9P/TY4ssZftgfrHM3wubZzT0j49kmcwJWjzMwJHnlFdNf2tx++MEhmVRSorAkb\n", "t19o9YzXIyYvE9GNquh4na9wX4YtqRhYb51MNkpDlzNk61FWuqfOiS76ciGXUKqxp8ZCgbmdrM9E\n", "Gef+RWYbPHKMR99O7iWM5diosrgZTmC+EFVG1UZ8xqEuRpcZbsaO4iuz0cMwvY/xcU7WIhF9ao3q\n", "cf4qw+nJqBY6sMJPV/mbJR7Nc3wfK/MRcprqiQllMx08UONf1Xhtmfu6+Z1OHjz3dde29bV9X1/T\n", "5FWkNRm9CnfWQ/zuBry+HLf+Or+En1ngTe0wyvo0H96MnQdx7d88xd/LRCPe/xri3We0ByJ/c9/9\n", "exZpDETe5e4mdzwFvQWPzvNbad7XHRVRn5r2+BIWCQnfNIkTuHLUOP8we3P01inlIxdQF2WhC2KR\n", "OyxyBceb0UvQn2Jnu0msjLlWhFWq+basNPobYdQ72+Jwi63YLaxUQpIh3RkNYnvSpHIxMSy9EYby\n", "XJbTK+EcDtToHIiyzLlTrPe2dyENjm1hsIupWepnWc3QyjDSH6+ZXOBLmxHqeXUx5CFG2z0GPb0h\n", "S/GmPSzP87YZfmtb5Cre0xOid/UJcv2RNJ9uRp5h10yMlhzOxHD4G2o82B0y0V9j7Cp8aIX+/nB8\n", "X0qHvIMMrx+OhLEuit3cNUHvPRdfmsPcOp/t5aWp0Gb6RJ6TlyRY+4u8I8vb2/mDgTxHBrjzm3UC\n", "ImH7G2viC7swV/RyaUaj2v1fvztKSPi2SZzAFWUt3zbI2aiCGXWx+nC3yAs82H68nA6jXmqG/HJH\n", "KhaePQ1GWlGemWrSWQ2D3ExztsZUi45MDIvpbJdyjmbjfb4gBNg2qpTW6V2jvsYnT7MwyGuKlHZR\n", "L/DKIxzaQnWY5QEKpyl3Ul5iZoVsB0uTnNvgxcci5LTUyckBsg2uPs3xYgycP5XjxYP8YJUP7OCT\n", "DXZWI29xbznkopfXmVyhPhUzC/JnePUqj9apdFy8hhXCkBaEB20b00fn+P1O9g2Qr4YjW8rw0hrn\n", "yxSHmaoxMcvMEO9Zoq/B+xuU5/kvJb46FGqqd85EtdOlXNoT1tukkfKtc6VKOBMH8MyRZl8/27uZ\n", "3uThJU8sI/Kc4NmSVLrFd56KaJ6X/jRbJyn2xljIsyIJu1P0BFyYhFgUYZ6RVOwKyqnYKVTFrkAm\n", "YtPDYnrYqWxIUnRhbDnURJcy1DtD8mG+LTHRVedsi5m2hn+uEs4htUhmHzPfRXE8hOOWdnG6wOxY\n", "dCfvqsQQl5UclSY9cyFd3b1J9xoDJTY743wyLTaWOYrFHPkyoyuR51jqZ7gr8hX/a55CJ6nOCHm9\n", "ci0SzgeLlDdjEtuR5ShTzdf4YAd/XOX7+/mhPib6ebCCWiR1f6GX/7LM28rUB/nMJqNFdvfyj2bp\n", "W48Sz8Yiv7sZ8hJ3zKEe6p6Hlzm0FPLUl1JukuujL8tsmv9R4L2PV330XCQTjnNfX0xeKyc5hW+J\n", "q0b5hX6qVwG8AAAgAElEQVT+SZ39nSGrfuoJutGfFm6RqIg+a8mHANqeFR4ZZ3cmFnAX7Ei3WNQW\n", "RK/AVqEjtJlmoRHNYnsy5LIRFkq3n+vADhHaGaqxWaDe4Fgu4vgDjaggSmVCuK65QecS9bmYLbAN\n", "9RczuovaAHuXOLSdYpXFMUaaIfB2VZYHepmpxnOpVYYPUn4VD+2KsFW6QWWNRwc4tDMG3Pevhs7R\n", "QJ737eB7j8T5j6/ygioffoi3vIQbi0xUop+gP82RbZGgPnKGLx7hzgxHq7xxhN+sMNmM2v7lKT56\n", "jF1dvKJtwLpwUy36It53jo0tjPRGAviaWY7kOHbeN19KWePPTnOoP6q17p4TMbynghT7h9nV2+6C\n", "nvXN5xoulzSvnORnc2xrcHsv/yl7yWCchCcnzXf18pPt34XdDe4rclfec7hxL3ECV46NqBApTcYw\n", "9ZSIRy/hs2KVPIvxVISITgsxt3WR9Kyl2GxysF0W2tmWntiOgXo0TNXynGuFfdqbjtX1tmaUlK5U\n", "4v0Lq6yXWU3TKrF1k6XtjPdEZU9rPO4vrTO2we5SzCfeKNC/wcEaqU1eWOfeEYoVFvpo9DE5w8vS\n", "EbfPNuPnvY9wX46HmuRO0JjjUIN/dJLjHdjk0GkeSXH/NiYbjC+w+yjqjK5H78ODbX2NHelwAGdS\n", "/OdJhoZ5W5YHKvEeN7S96qMZ5moo8fF7aW7jZXggy4cXfK0DyPDCEbYVo2rnjhmPKy5375zwuinh\n", "hS+32Qt7Bvln/bxjgxNZfmMy5ik/LbuMQkw/e3vbiF1f5UtD/GXiBL45WvE3WRILD9oFCs/p8NxT\n", "4QTejN8RoaX/ht/4uueH8aeiIymL38b/9xR87rOdHnrO8Pksr8zF3/g8uhvRQLbZFoXralcBnXRR\n", "YrouxOO6UpE43UxzqhWr9FY7KZivhX2aSLFSCDtVaMWQ+Gnx3iNLrK0ws4ETvKzG5jgbIxHCGa2x\n", "JR/zig+kOZFjqZdGDm1phWImZhjvyMUs4plO9p+iuoOZERr9jLc7ljtTpLOxu3h4gbMpdi/xNxf4\n", "YoEDRd68I+Yan13g2ipbutno59VLMRNhpsXYbt66wHQutI4+VeNjO2Lo/M5qyFpvS/GrVR4sRi/F\n", "X62GIwMVPnmMT+aE4f46A3/jGP+6g7duRmntr09y60lfa+RT3DjO3yzGSM9P1Pn4Bd2Py2BfbziA\n", "LjEA59V5/iTv6XECj2Os6s9pA/Y004qmxF/bwksbsfD4xLLneJnu5TqBDH4frxcB73vwITx6yTE/\n", "i/vwr4RDOCicwnM6mfJN0BGKn511OpsxIH5CzMFNNRlvtmOywjlkRRx/SXT6DotdQmcq5gnsxMkW\n", "rXqojJ7PRY/AZDXCSlvSsUpZaUUnbqkccfueUugJrQxyaJWNIdbHuAMvqbKcinLDjTS5DEs1VlfY\n", "6KRjkakG5TX+aJKeLaRaZBfZ05ZtLubZzMTMgmKGO3Zw6iCfn+bIQdKjfKqb8xMxzvHGCtdt8m/z\n", "fHmdGzt4xWI4pC/kOdrPDQ0mBnhhLiqNfqbAW8boqLBrgdWuuCazZ/mNC/obl/4hpqLsdHdPrPTv\n", "W3TRyKa5tisauOCmKjd2cWvO127pu/mpIj/dXjXv7eD0QHsG8WWwUY++gQs7mNNP0Q7jMVLi77Lh\n", "G41+JeY7jHfFjvHOHHc+xbLYg91c1R3y6Q8v+87Io1zC8iq/XqM/x3LDUxcmfMa4XCfwUhwR09Ph\n", "PfgbvtYJnMP17fu9IuP5ne4AoMriNl6SjxLPRbFy35OiJ8ViOvTwC+Jr2C7+XgZbYfg1Y4Xe0K4W\n", "akQYqFaPlXomS7ZCuYO1DH1N8nWms6G5U6iEjMRalr4KkyOsXc1mNzuybKY42gitn95Fyr1sdLM4\n", "w5bjcbI9xzk+znAvE6Mx47iaaU8pS3O+O6Zo9a3w6HrkHL6YY2Ce754I3ZxPHeRvjUal0E9t8L5x\n", "PrDKyzb5D+fpKjA3wV8MsnSOpSJv6GDfOq9YjiHzD3VQmSEzxkRvSFof6mXxgMeNxe4Z5B8P8QOb\n", "UbH0e13cespjhnGlnV+YbG/tzz+OLtBUhq2XlHXurNP/eJIS3yJ3zPLbUzHScjbNe5c9dTmBAt87\n", "ETOoTzf54Lmve+8Wd0/zaDdb8zy46Sk1YgM9/JMJ3lqO/o93dl9y3b+T2IwxrN8ZXK4TmPTY4G5E\n", "NvO7v+6YP8RtIkbRg7df5mc+V6iTriMTtfxZYeSL7X8rYuTkEI4JB7EhkrlD4jUzwklsacWcgTUU\n", "O2Ik5dWNaOYaFpVGpVaIyu0pcbLKow066lHbn+kII58e4LtzIcJWKvHxroijt3KhcXN9M6pv6rXY\n", "VeSHuRrHdzJWp1Klq10uenCJiYej1n8jTaPK9Ar7p/meSqw2H9rN+7pi0lirzjt3xcq+uMniAjd1\n", "8q7ZCA19aheL3THFrLmV8ZPcnWWtxMQaS8M0V/nSIEf6OHvWE8Zir+nnH65HyGV3g0eL3FoQFr/F\n", "B2cYmuDGFkfTfPBxKn/OVPh09pJegg4efipWzRX+7CR/VhCO56kyJqlwAL/V4NpKdBRnJ3jfcV/r\n", "4Jqxml1+ove5DL57iH+4Ec71hhpni9x64Rc74VnK5TqBbyae+K/xVbxGFMd/Ci/0DaP+3HLJ/dvb\n", "t+cyqahfbzY4JRrFNl0sd19p385Ci1wq0iZbcLgVu4VUK6Ic29phoXsz8XwhHYqjo82YOZBpMdhe\n", "3U5n4nMHWqHz38iS7mE1T707BsovNOjrZluF1ELMOxgpxyp/bINHCsy0Q1h7FjhSZKMnGrOG6+Fw\n", "zuS57jj1TJSAduX4TAcTQ3Rt0miyXoz5Bg8XQvTtqlFuLvOpAabPcVM/O87x2QH+zgYf3cbPH+aX\n", "eri9J6acTa+wWWQ2w8c7uKrBVQeZaLE4zsPHXPw9LHJdZ+xQjlcvTiVbdckxaVR49wnenROr1Mer\n", "7Njkj6Z5dCR6Cb48d8lgmnx8vy7RK/qWqHvqd8OZ2AFc2/6/7G5Es+Bjw3KeBqqtKG++QP3b6a1I\n", "eHJe0749ZVyuEzgrahsvsFXsBi7lZfi19v2jOI6rcO/XHXfLZZ7Ls5DSMl2d0QNwYVB8l7BDLbGi\n", "L2MxFZ3By63Q7t/SjBnCeaHx09eKub7ZbLuJKcVMO5x0qhZS08vpWNGnUsz3RTPZYp3+dTK9bA5F\n", "J/BAKur9j2epVqLqprvOYArrFOvM1EjfTX0ozinby8pUlGVWWjEJrHqQagfXLEWp55fGo3Z/OM+J\n", "HvYvMDDAZDdf3uTFC5GEPLbGi45SqnOuk3vy0UzXbEUYK4U3HuPDOVa6Ytbx3zjKWpGZ67n5WDSB\n", "3YVXZXi4vcXq7+WfjvP6Kp9uccsOfng6nMcH2kqbg928diz+r4cq3HHOkxrjxXU+emkTWYprRnhT\n", "X2g8fabM3ec8O8IdjQgBHc2EAzib5kjT03put83zB5O8uR6/n+8pe/rKX58v3O5rF8i/fLlveLlO\n", "4F7sFYXr0/hh/OjXHXNAJI4/JyajXCXiH9/p1En109uIuPmiSAwfFg7g+4UzWBfdt7VUJIXXmxHG\n", "KYmkYa5dnriY4kVotXcHGy0ebUWErViinIky0YFqNEAtdTK+GEb1dCqE5cbLHC0iFc6jfpYbHua+\n", "a2I4/cRy5ByKm5GzmD7C0Bbyy1RWoo6/WuUFJU53Uy/HbmY9S3GJG08z28HRXTHsJlfi5lQkvFea\n", "NDbYssTOEn/RxecKbF4Xl+v+NLtP8/6+2Dl1z/CRFL9W5oc2Ob/JOxf5WA/XnuMlS3zxkhj9K0f4\n", "ufWQhH5VhX/e5MfX2CyJcESOHx7nP5TimI90sDHKvX/dVPisCKc0UeRHhqJ/o1Gg0MOpzQhnPeO0\n", "+OA0Jri6IxzA+55uB7XB/3OaWzuZabS7sJ/KpHfCFeBynUBdVP98QlQkvEskhf9h+/l34tfxR2Kg\n", "bBr/UljE73SqNDZZakX555hIobSfknExNFQRl2RLKnxpMRO7gG3NyKuX0/HajEgyLzXjj6zQipDR\n", "AzVevs7V+Uj4TmVZLnP8QnNChUw5Zg0U6lG5sdhkeIblEeoLEZ5Zz1FdZdcG3SXmsnygRu0ob6hz\n", "zQqn9zC0wNVNph7lwV3UCvHzYjf18xQKzOei32DXcfaXuW+TlTy3DvMnI7EO+PlZJurxq3FXiYcW\n", "Ka1EvmJlLXZJldG4ZluaFM5GRdJNa3y4wCcurfoRsfsL5JrR0TzYRTlPqcJ1rXAA8H1l3tn5JN9f\n", "lldOxDVdbLUF4HIxI+L6OqN1vtDDxMSzxAlAmQ+e4IMXxmc+EzuUTQ4lq//nEE9Fn8DH2rdLeecl\n", "9+fxlqfgc55rNDjxIC94a1T+DAl7dUbEqD8jomdZF3sEzkA6YvyF9hyBwVRo3ne0k8tnRKinpxW5\n", "gmo1tHbOiQTwaIVMH6mNGB4/mqevI1bmDw5R24zBNHvO0N0Z5Z6djegkHq+zOkltiYlp7qjTs07H\n", "Cg+PsLdOZZ3N9RhHuW2Fe1LsPMHSBKMnOVJgpcieVfYtc3g706fZvc4dg5RPMrbJrn2sVXntUbYX\n", "OJnnwyWxtbhgRDK8s8pKNx1NPr/MrQt8Os2Zmq9JON63wH8c4/WVmAtw3y7+TTGUUe/JcM8yH1ln\n", "9AQ/uMmdhVBmfSJePsa/zfDGUqiU/ssJ3r0ceYp9C+Gkexp053yj3PUzyeP0RSQkPDFJx/AVpXue\n", "+Tkemgw9n5RY+e9o/zsjbN6kCP/UMJWOhFqP0OyppsIh9LWPSQuD/11pxls8lGUgS7UzhOIO5Jhv\n", "xDSxbTnynSz2cV0jVsdfzXC6St8Gw/00Rtm+zsoyB65iR5mhLPOj7Oqm/1xIRHxqg3dVGDjOvjW2\n", "zfDxTjaW2Pkgc0dY3sEjOyge5qE+DnfTWo/PzWfYcoYXpeJct81xapzPzIfcc3OY31mKbuR3zbal\n", "DBrcdYa7OsXF24zHHks7pUJP6OoiMxV+8zzv76DRzVtaMVOgZ5Pha9m3heUTfGCcv7yfhTXunnni\n", "7260MxwAsXt4kfiCDi3xrs740ymtxvsnJDx3SZzAFWVLhoFTpAY41h0dwDvFZR8Rdm1AhHn2iAVc\n", "L46lYhpYKh0J40IqGswqGGnrB9VTMUC+JXSIlpoxWL4CBbqabW2iYuQKpkTfwf4GxWJ80MSZCDUd\n", "HqZ5VVSTXLXJ4YmQnRir03mCdxylsMTvDbJlk2OD3FVlvc73H6M+GZ28zdN8fi+vv4aXn+GRCn/R\n", "S+1cDNRpTbBQi2ljrc1I/D48ykoH1z7Azy2Fozs7zLvXhKdsigcLYrvU8lic+ZoR/vc+vqfMgR7+\n", "Y4PbTvOKzlBWHa5zcDSueWuDzkU0+Lk6p0950nj1YiWa126qxscfTsV5PHyWF/TFruhEhjtnPXt2\n", "AQkJ3zKJE7iibCxHNVCuFmqg6bYTWG/fasLOtYRhLwtH0COSxI12qWhD1OJPaBtTMUj+kRQ9depp\n", "tpSjkzjXCkfRN8Jag8Us6Ux0A2+06E7Hh8508dWu0BQ6VGHfJMNrnBtn9yxfylOd5rUlHumMapMb\n", "17nlwTiv39wWYaSOAtPjzA1xT5PBDYa7KXUy1YzKphzevswnp5h5MWfu59RxVo9y+wY7Nvk/2p24\n", "Xcin2DUSCc7ztTjHHy2EH7itym1n0eCFvRc7escbfK6H2/KRW5ja4M5RMnk28mxusqvEepqeC4ne\n", "J+GOGX5lghd3RTPZ+8/Hl3P/DPevR97lTEVS/ZLwHCdxAleURlv8rS9LX3t28Glh4IvCkHcJo35e\n", "u4FMVNJ2i5rrbakIfR9vReJ4thVD5+dbMWoynY6Koq7uOL5zhcF8aPznO+ktsdrJQ7lwNOdTkSAe\n", "ysQK/FArZBwmZ7l2lbvGImdwYpNT86xNMZ1nscrUEh/rjbr9el8Y1oe7oux0y3LkIgaHY7DNUo61\n", "VbIlhmf5+A6uTlE8EZori03umeErhyiM8muDDHUxm+euJv+uGUNd3tXPwQmuP8FUnWszzAzw8Hxc\n", "r4UUn+3g6Cjz3extcfgEH7iHwy+kf5KuPK+dDSf7F1lOPUkY6DGqfPwUH79QHXShlLSF9W+shE5I\n", "eG6SzBO4cuTZ/2Ym9lIdjxXppOiROyYM+6TYDawKo7IihOIaIgS0pV1emW2FA5lPkWt37j7SViHt\n", "bNBRa08vy4SUc28rjP/xAtUsxQ1OpDifJ1eOyp/WAjNrIT0x0BeTy0p9MQHtdIrRRSbLnHkB1T0x\n", "m2BzNKaa/cQ6n9nKwg1c2xvTxpa3M9gbuj7pMiMV7uniE4e5don9eW5Yi4R1+iSn17jtJJWNSPIO\n", "b41dT7pEZgvpauRMZjsp7qI7xWp3OMMzFU6ucb7O2TFmXkDvaPRCvKSTrn5OrpOdYXqewgKHOvjL\n", "De56hPVvtl22Jb6MpMwx4dnKLZJ5As9aOumZojlCqRCSSS2R2J0StiUvQhyrohN4BIdSpFuxM7gw\n", "kL4zxVUtDjY5morEb3+Dm9s7jHQ+mriGShzvjSEpzVbMAz5QpJRlWy1W6+nNyC8c6+K6B3i4m85C\n", "lKMuNGKecCnL1CTlLbxgjV1rMV7xXIkTu/nDEjK89DznJrg+z+BSzDnurfLlBU4243ynb+P9e0Oy\n", "ei7bzg+sMruX7++gus6DS/zdWb63zG0dNIsxs3jPEneN8wLcVGJvlVu2XJRvWF7lPSX+RS2UPn9h\n", "gbMFypNc10Vjlcl+tp7hdQ/yq138ThK+SUi4hMQJXDlaMboxu4XubPQJFMRqf0g0Tg+LEEVWJIQv\n", "DIxZS1Frkrmk7X4lxXoN6TDaw7UICxVS9LclpI93xKp/doXcEqdzoREzVafZH7mJ8xlS3TQ6OXkj\n", "1VnOzjPRxcIE3R1R199TRJ1cF9ursUpf2UHpCA9PMDQe5ajztej47a5wohpTw161HNVD3Zus9fOi\n", "M9Q3WR2Mz/7TG7lqkTe3qGT4synunA4ncHKQq+Y4mOc69Hdz8gR3pflsJ4uLLFzo4u3kunE2u0Ji\n", "e3idk7m4PjeUuD/Hjy/ysYHQPHp5i9/J+cbhMnlePkJfngNrHFsNHZyBAkfWOLIk2Q0kfIeSOIEr\n", "R5NWHxOZmE9bEbOEMyIXsC7EV3tFldCW9mNFMRKy2Apb1WpLTqRaMTksJxLArQLLVZpZFKIJrLfO\n", "fJNqD6kV8l0hlVDIRrnpRgp9sRuoVUNTaLOH3N1Mp0itoSdmFczkoyt2tF1507MZyqTnO7h2lFZ3\n", "SEpce54D17GyyO5Hue8qspscmYsKoZO97Gjwfce4fZbPD0an7Y8ssKfBoR7Gqnyhgz8uhk5RX4mb\n", "jjOfZrHA9kV+coGHM/xVXlyQPD85xY0bFBY5ups/zbJSJ7fMqTRdpcgxpFKRLzmS9o0NVBneNsn/\n", "2YqdxnsGeM/2yEcUGxFu+p8ZHp290r8wCQnPBIkTuHJkSa9FGeWQi2GfTRcrHrcLo74mBs4PiN1B\n", "VcwS2NWI1fyjzUj0DqbZ24wdw3qTuQ5G6tEpu9mMUNNgmok8R68j04yGtOsqTDc41hnKppVWdPhm\n", "WuGUTnXx1e6QiJhaI1sLeYozPSy0okch08/0GYqHWC7GwjizweH26ryGmT3MLrPlaAi93bWDL7cw\n", "yz9o8PdX+NgYPVlObIlwTbYUaqgPHeYnKnSs/f/s3XmY5PdVHvpP7VW9793TPbtGmtFos2zZlrGR\n", "5Q0bCIsx4ISwPCG5N5eErNzckCeXXHNZAteXhC2XsAQIYHCIg8HGtoyMsCXLkixZu2Y0mn1639fq\n", "6trvH6fGI2s30gRh6n2efqaru6q6+1c155zvOe95X/5xP0P1aKHNXeCuHR7qCN+D22fEkLabtzd5\n", "xzKfyoRs9YfHqRbp62RfjdwOv5KnusPjHXxsrXXxn44sX5+KdhNcV+ML+xidZ08z7CUn0mFs36aC\n", "tvG1h3YSuHwosbrIsWTYS461WjtJFFr/rogAW9dyBmt9nsJYnZVUqIMOCe2dRiqC0liDs8no36/s\n", "xM7AdpVUleFK+A3sz8SWbb4apvSd6F+gmuFgN9dvMdUVM4XRQzTXmJiNwL4wQN8w43MRlE+n6Fmj\n", "0E3ypvDu3VUmtR2y1KkHuLYermmf26F8gMl1RnJ81w6fGeSbxYbtdoJvOsb0Lub6eKifuz7P8irS\n", "DJT53U0+mwwzm4vGJE8l6O/iTb2czzNTDT3+sUZoHi330T3P9VXGp8O+864+fuc0m0sigD/XhnCT\n", "xeSlm6cyFDriJEDsWPzR4Cv95mijjVcL2kng8qFBrdEKfM2gZqZ8Wcrny/pBKZEQEsg3I7B3YjYZ\n", "PfzFZOgBXWwFrSajjbTVjOHwcIWV7dDqKSVJJzmYZmybWjpi35lmLGklFpgrhDF9oivkKPaVGNiM\n", "jdtWHFZLMzxHdj5OBvm+ONH0Z1kaprZN6RwPXRvyEjsj9EzGgpZerlpntcYPzPF4P+VuPrXEZy/w\n", "0/Vok11RZi3DhRSnnogf/D17LtlN/H6TP3yaM9VFo5g3VTjdxS/t8FtbQRfduJahBruKvG+dE71c\n", "OcVgidu32Xwhg/kdPrpGto/9TT6RJjnJ7Z0M1yMB1pe9ctIQryaJiTbaaCeBy4hMUC9HyzHA7RSB\n", "f1O0h6YFG4iYBaQEd74/GaeDBbFfUMeeRivAJijXWa2TqAXVcy3BXCezFQaWuaKT1XS0WeqbobtT\n", "y7KxTH2Lc8dJ1dg5zLU9YdZS7WiplZZo5iPJ7Jrl2mVODYWt454ST/XG77LSx8xubjkbg+mdMuev\n", "JbcWM4qT15Jc4LcWedcKN22zMM5jyzwwwDfuMLMdW9HLJVS5Zpi/1+SdrYCdzfNwN0+txN99Uz//\n", "ojUQvrnCiU5+YirooG9Z558u8Wf93DPGnoVYCnsszVM1cfEvzhJKnjXkPb7AB1rG9qq8Z5unCizW\n", "mUszu/bsx3y16OsJpdN0IthQp1a0k0EbrwK0k8DlQ4JULhRBC82WV7BYAmv5uCNa1HUREDeScWLo\n", "rIfefj4d1Xpfy0QmUY3qWZWhZOjzJzLRMhpo0J0M9lEuFVu+vduUSyH50L1IapXTqxxfY/wQnTuM\n", "LkS7aanKxhbFPCPzkVg6M5xtsLzOlWn2l2MjOZcK7+D5NTrOcCZPV0v+4UgvfZOUO0kc4DMl3rBI\n", "b51vOczNyywMM5nm0fPc35JyLiTCH+EiMkLm4iLKrWvV0bo9n+XKca7pI7HGyWwknH/fzR05chk+\n", "u8W7R7h6gtEsU5scn+WOqdZFz/P2UXozPLnB8SU0uG06kuNgnrNrHH+5KqEd/KMx/mUxdIh+aYD/\n", "p87U5bD3aqONrwrtJHD5kKG2ilQMaM8mYyGsR7R/+kQh2CmK03SCQ83osc/Xgx46XKWcpVQLpkwm\n", "SapOb4rtCs1OdjdZTcUG8IF8tH5y2wzn2Bphu84tMzQqIccw2UH3E6Qei0CdGYolrNN9YRpfxt7e\n", "sLN8LMH8IrVF7t7NkUIktIk65aVwIusYjCK79ywdZd62GqeVR2dpjIayeM8WHUluSvAjq0yv8wuj\n", "FHp5717uW+aBIr98ZXgUNyrcu8F0gytH2Fzn7lX+wxC3VLizwFwvP1WJzeRUnT+uxKb047Pc/jCq\n", "oQT6nq5QFi01+NxoLNSNbjK/wfdM8G+rHN3mQz3hfXR8IR573+yLvL5fRVtnd5a31C7JWL+jzEc6\n", "2kmgjVcD2kng8qFOx0YE8I10bAgPtz7WRLunIvYHas0wjempkMyETk+5dTJYq0RbaLbJeIb0VtBG\n", "F9NR+dfqsXm8nI+hazURle1IJRLNQoqZEWr52B4uTbK2l4kr2NU6TczkYg4wNhD7BvUerpkKyehc\n", "ndkilYcYOcrRErkGZ3vRoD7A6DpPDZObj2WtRo2bn+ITqRCV27/B7UO8ezUuzZ15DvYxsRoV+q6D\n", "0bs/uk4jy2aGmSv5kQ6ONng8yaeO8WMnOdwRA+GfXOa7inx0ntXRMLZZWuT2aV/W8ylkKRa4e4Sr\n", "0nxdk45uHt3N/GnekuBoSw7i727z37pfAhU0xQ3DXN0VvgyfnPdsxtEzMFUPJ7eLOJFutcHaaOOv\n", "HO0kcPlQZydPpiuE3y5Kz3SKltCmEINbE3sEmSY7mRj4FlPsr9GskE7FJm9ezAGm0qxWeU06aJyZ\n", "ROwBbDT4YsuJrCcTRepQLZ47nWZrkGKD1WsYL8T+wlKKWoULdQoLzHfF9wYbESzT5WgVTaW4tkn/\n", "Y9x7iOENLjT45tPB4Cn18A09PJDmtzFYIT3CF7fZbnC8m8cmqfTwmTeSO0wiR//jvHuaQp4nr2H8\n", "bFhlPp7iDRO8b4rXbHMhy/YhHprlQB/X93Ghmz85w3s3+INGCMs9Oe2SyUyChS7SA2T3xw7Ese1Q\n", "Ev26Bl9KM/U0VtCxNMWX4Pt74xA/2hnsoekk/24i/IqDM+u5zVy2+M+b4X18UQTvidWv9g3VRhuX\n", "A+0kcFnRGI14UBPMm8Pikl9URC6LpNCNjURLLr9ObyMWyvqzJLJxe7kSpwfp0AYqYWAnKvf5BGvp\n", "CPqlNMuZmBmUa9GKShcY2IjK/sAwAwPctMR0Jw/m6TgXvrS5JguddGdYzrHWYKeboSNkN8LkprlO\n", "9zrFrgjW+3ZCgvpYASUOnQhv2W9p8g872J/g4TTf1sPv7uUfjnLdDNu7OXGYs4uxyHV1Z2j2v2Gb\n", "D43w6R56a9w1wFPjrOVCBvv9y4w2+FI3nzvMI1Pc1+TJSZEAEq2LnOW7ynRf4PFBVrMxKL52s2WG\n", "XubDKxgItdPPN1vqpC+C3V18d6uKn2hwU5Pf7OF9fRxOcK7J78/6ytNBk8fmeCzXul3R3kBu41WC\n", "toDc5UOTiR+kbzfDqVgU6xdtoTMiMfSJBNAnYkZXIjR/duoUkqHxU2xGvOhNkKnHUlRPjVQ5zFrO\n", "ZWPImhRbxxPYadKsMpmloxTaRYlZEpM0xthdiOfMFZgciZbTYJV9Q1xIc65Idif8greqZNKUr2Bu\n", "gCh33zoAACAASURBVIkaJ8rMn6Hcz/YwM2NkS7GnMJOku8J3rnJThjeWOFVg1zpTN/CvZ6Ptc64j\n", "lEjv32FmiwMlLrT+/rMp/iJFZSj+oN5cyGaM7ont4W9dZKTEH+1ha53X7ISl5aky75ngbw2SHWJX\n", "hh9dZn0hjOq7M+ytcCzD+SXmVrmrGI5jj+2wO8NGiyH0fNjVxQ1pdrWC+IfzZDuDsvqdFW5ucL6P\n", "4+uePTOouaQd3kYbrwQ+oC0g96pFF/mzLLyGA9lo/ZwURWBFBO0dEW+SIhn0oJkMm8hiM2YBlWZs\n", "zg4KCmlXjf4Ga8no469W6K6yKxUJYrQZgbyUIFujWY6t35EGa3tC7uHcQPywviZDFXblw6/gdIXC\n", "dssN7DyZUcY7OVRh4gJ/NsRMhUqNNydiq/ZcH6l+Omv80AK/Ncbnssyvxm4DEffqqZCwPtYRFf/V\n", "03yul/lZrlnmXJL3n425xmaecyf42Ft5RyF+z1vnObOP0n4eXI/rNt7gX0xzqMFH8yxdxU+vcWOR\n", "eyv8/AE+uh0qrHM1nCKxws9sszHMxzfiRTg0yA8MxbbwY2n+6xKnnocR9Ll1fvRIsKVWN0MK4zu6\n", "4yRF1FX5IW5NslXkgUUvmFQQp5esSA5ta8g2/qeinQQuHxKhmKkWHsIJIeFQFDTOejOq23EROMqi\n", "dbSaDPno4UQkhkMN7k5Gq2Y8w1qd2VwE3QwaLTbRvkRo6w/Uw1WssxoaQ7I0qjw6EMkinWBvgV1V\n", "ijssbTOeZijDWJn5EoUNtnZY3eDmKn2poG92pqkO0ayFhPVVx9i3zpkUK0n+217KXdHG+ourubfM\n", "/9jP7CZntrjwJL//9Tya46kUnz1JbYaH1lldYqMneuafX2V+nsMPhsT02wtctcPJPqZrsbA2uUP6\n", "QlwfwnN5V4EbW+Y011cZWgz2TyHN66f5zy0fgW1xHUCaWwb4Pzfj5rfh7ACn1jy7t5/jB0d53xLz\n", "aT6fYWYzFFmPpWPI/OFd7ClEojmT499PhC/B87Z/krx2F+9qcV8/uRWtoy87DaVEYnixRNJGG38p\n", "tJPA5cMO5TSpEo2e4MF3iiBXwELLQjLfCkYN0eevCrG4ZjOq/a1kmLx0JiORFJMx7B1NxvOMZni8\n", "FvLSqwkmGzEr2MJQPoxlqgVWc+TWuabB6BqLHbHkNVyOhFTO8XApBralfVHlbk1y7KrYW6gNB5sn\n", "uxmGNuudKEbbai4ZYnO9Kfor9HTxaImNQTae5HULbAyFBeXbPsEnD7Kvm79/Jk4+v1QLT+HfXHLJ\n", "iBl3XiA9ysp+9hY5NUVqjQdTnDrLu3IxnIU7s5zb4BdGWOsNYbzlMsknefB8mMt8NB9idp/OcV8r\n", "WUjQ8Yz2TEez9Xs8A1d18p31WHaDq7Mc7+GTM1THGc1HEvzhc0Hd3V3mM53cdnFN/Dkw3ss/LvCD\n", "LYe0g1386+6gu/7tp80rfn/as9VP22jjZaOdBC4f6pR36EgH86erNfgdFAXeuqBz5lzyLllufZSE\n", "DeVohckk9UaohFabIRBXy4bKaG8qtouXkpTKjLa2ibdL9OSjOu+p0ldmdz4GxOVNjpzjzN6gVW72\n", "0XMy5C2SKQbmsch8jhMpHpzicC+bHaxeYPQx3jzHbQf4WJb+HW7b4sjhMKjP1SjMcqTK0DLrWWpj\n", "fHueC508nOBtNb75Ap/Dd2zxyCAffnrlnbh0UTrmOZ5jso/scrCYPjWNYhjZnxmKpHj/bFBcnxqP\n", "2cYVdXrW+eYsPz0QC2IX+hjMxhbyaqvyV+XebT7Uwc1l7s3Fbc/BFNpuhMz3RWwlQ/JbjdvP0TPA\n", "W8a4f4jKcmw/L/GCQ+B9uUs0VThSo6+bv93JT7U2pN+aZm40THjaaOOVRTsJXD5Ug5u/1KSSuOQn\n", "fFE4bkvQL3twTLR2clpLZAnOJyhlQgGznOBkKpa0tlLR76+moo28JWihHXUqyfAD2EqwkYnTQj0T\n", "lM2tWkg8XOjmk00WSmS2aSyTXKa0i2ImNpCvmybfQb0rKvvmdNhiFs9w4zLrTc7OsdLaDB5a4dbH\n", "I/Gkh6MVdWeO/Ab1Xt4xxWydM8OxE7DV5GM9jB0PCenVHrEKXOXtuxjJMF0J5tMPVUK2IVnlzkF+\n", "9azoqYk//raL3gIpvmOUN5+jr8qtm3w2T3+dA53B/z+1zKnneKkemOMD/dEmu7Da8g94Dkxt8Xv9\n", "IbORw++m4hr9Lz2c6OD6Ju+YZXWcTw/wKztxwjnYy5kVz5kMjm9zT88lQ/svZDi3FcP7izhao7Pw\n", "7Me20cbLxyuRBN6Dnxe9y9/Azz7HfW7FfxSRbql1+2sdGTry0RKaaC2DrYr9gA5chRkxLN7AIdHe\n", "6Wz9SxTG09nQH1pMBnOllIzOQk3MDtaFftChXAyCt+rhAdxbiyfIpSm1ho7rTWpFHmwwvBQeAL1d\n", "9O8hsRG2lZUCCzVO95LZx8g0qZVYQGtew5NZpre49wssTPLt1/D2JM0sKzVKO5wbZOU0pU2KB2KT\n", "+dE0V82z0sVTYpB9bIKxLK9f4Obd/Gkv79kJqmshwW+PMb3DNzfiwhULzBzm8yW2V55xvZsh1Nfb\n", "iITX0Qz/hONdwWaS85UtmaRLQbnx/AkCl04mNT4+yV0tE5v9g/xik1u2+f8GYrv7ujWmLnD/Ya7b\n", "5NeW+ZM+fjHNI3PPfuq1TX45y4P9sbj3uaV4Q3y+J04AR2stn4X1l/Cea6ONrxovNwmk8Mt4p1BE\n", "ux8fE1oBF9GH/4R3C92EoZf5M/+6oEBvH5lsSEBMiFbPbpf0zLqFjWSvuEwDwld3U5wcuhIMJ9nK\n", "RXVdzMTG8a5mVPtbzVAqXRH89IE662nGUvG4+WoY1EjTs0T3Co15zg+TX2d/Lz2poE6uVOhf4uwg\n", "F46yPMgVvXSW+NJVQbfcmYsZQ/cmr81T3cXfWaPUy5U1znYydZL7tjEZy1nrTXr7KaRiQJ04z4Ed\n", "Zg+wsY+u87x3hakMc0e4+XQsjN3Xaged7Ce/wmfHKWR4Z5PCEW4/xvbTZRca3LbAxFgsud0/zLkG\n", "fRl+eC6YRR+aYaXM28eDDjpb5/ZZz99rz/H2sWghTZW4Zw61oNTesovxAzy8xsRC0GI7O5hOR864\n", "osaRjZCK+MFtbu/ikeeSmmhyZql1Umj9zDePcqLJ93UyUYkEcHzp5bwZ22jj+fByk8AbRPl0rnX7\n", "w4Je8fQk8D34HyIB0GqS/s1AaiJ6+H2tPnKPCPZVl4bAxP7Asqj8N0SLJ9u63UzQn2AzTaFBMxXM\n", "nNE0TzVYrNJRDRnqdCo4/XnBftnTjOq8XA37x1qahUZ8vW8vu7eZzbBVYqTIepn8U0xuc22ZWobT\n", "/ezqpdlHrsRQN9s7HLuGyhSbZabLcap5sod7s5jmqXluzPGBuQjWJwa5Yw/ZFfaNcdMGK0XeXQxG\n", "Ta4UQ9uJKgerbHfwBzvctk1xjCsyrA2S2M3r11g5yF3/3VdU92sb/FxFnDizfN8oP7MegXg5wdQY\n", "K1V+KhEmMsfS/Ngu/ui8Z7dqUnzHOD9R52iRP8uFv/E9s3z3OP9XjS9scTQfRjnXLfMb/bwmH6e+\n", "C2V+sLVUtpwIyu8L7gc0BPtoNz9cidnKh9LBaFrZeoHHtdHGy8LLTQIToll8EVN44zPuc6X4T/kX\n", "ovT9Bfzuy/y5fx3QG5r9/aKyHxBtnouqoXWRK5eFjMRRLeqoeFmGW593o5aM+20lQsp5rREtm6Vm\n", "+O1OnAutndUMu1MMNMN5rFyL4XPXCoUKZzZJ76GvQn45ksVGjq1MSCs83qT8Jb79idiwLWdZ62er\n", "EEnpmizlCb7YRXcHnWthYH9Djd/KB3XzB8r0dHDPVTx8jPcsha7/Z0p8aJTilbH9+/CZ8EO+bw/1\n", "NGfLJJe4N8O5NA9mOXGe+TmaJTbeyOvHed/poMemB5m/lqe+9IzrvtP6yMd+w0XRtsFmDL73J7i5\n", "NVM4WuOaHH/0XOydNDekONr6+jeUY3h8T5brUxzdYWeeJ0bDv+AL63zsIX6vtQy2a4FfHAgK631J\n", "7p558bfM7gLf2uDGVnXwneVoC93ZTgJtXDa83CTwUjYfM3gt3iGa4ffgXtEMfzo+8LTPP9v6+OuM\n", "cgTihgj+OVHhTwna92rrazeJOefFxbGL5JNtkUAu7hAVGrETMFuP/YK1lmnNVoPT3SElMdEIwbd0\n", "EknOZ0OobGyT7XU6G+EyVm+ysc2xMbp6yWxGD//wDI08XxonO8FEMnSEMmnmG8znOdvNnlP01Rjb\n", "4dNNujI8dBPvzfLdK5RSDDd5Yj93bvLeHT6xJ04Go/PMjrI+RGM15DDmiuQWme+lvsQ9ee7ZCAVT\n", "tbCeTFzJe/vj2pzM8No5/nQg5gvPiQr31PhMnhvLfDLP4+sc6QijmCvqUaGfv0jNeiYaIet9Ub56\n", "OhnubmrxmG28thKb2L9e4K6zvoJRNFvkA9su8fxfwhLYVqO129HCZpLN5/rd2vibi1u9wjPVl5sE\n", "psUG1EXscantcxGTogVUan3ciRu8cBL4WsB6yxMgeYn6vioE44ZxBKdFjhwXhWhC6AvNi4Rw0X7y\n", "yzGkEiYnB5IMVOI5x3Ks7IqBcaFOocZ0ISSkS1X6dsLsPbcVEhKVauwWuCJ0iSp1htYZmKJznkev\n", "YvYQ1+fj51eb7FtiuCO8gItlhjo5ucoPrYW5+1I61D6vbbLTR3adfCYkrT9Y4fYOpsd48xLdPSGX\n", "ffsV3LfJN13gGzeD5vqhdX6tl6sTDG9xqCukIDSYfpx7xtmzyXiZLw1x5ultx2fiab4A/TkmNzix\n", "zIkcneOh83Maf9rq8z8LVT6xgBGuavIQ/mQmvv7fF2J/YV+TR5vcdeF5nmOb8X7eOBo371sOttDz\n", "Ya3Ib1apdQYF+KNNHnqpctM5buqNTx9obUK38TWIz/rKAvn/erlP+BwLMV8V0jghqvwZfBF/x1fO\n", "BI6I4fG7Rel7H94veJEX8TzLOX+t0ck7f51r3sHengjiy+ISJHA1zmoJxWm1b5okk/S0rkU+nsYO\n", "TtbYbDLWjK+PpOmpoxFDxPO4sR7buptYLbO6zfWbPJWmXgqd/4kVepI0+xnYZqrBwQ1KqyzOhRDc\n", "SDMCZy5LtoOuUpwAemo01kndS3ErFs6mi4zXwwms63peV2a7zANrfOQ2Js8gzTuv5dbX8pYctQ7+\n", "eISpCu+7n/fMcDLH/9HHTz7BW1tV87/t4qcnRfGQ5OANfP1RUknuP8tj93juKv7FcNHn86KWzwsh\n", "68uOY19x30zr68/3HFkOT/DWXbxjnr9V4j9082PT4kj4Qr9bR8yR1p4+OHoh5Pj+Pfz91rX4r2l+\n", "c1I7EfxNwMuOnS/3JFDDD+PT4s37X0QC+Iet7/8qnsRteFT0Rn7dVyaAr1U0w+ykmIxlsfFEvF7Z\n", "1renRTAfE8lhLcFqM9o6mWYYyKyLGLBZD9mGoURQJ/P1eN0Hm1RbMhPpZrAeywkmE6zXeHMpGDvp\n", "ljTEWjlOCum+2CNI9dCzw4NJ5rbIFKkP8toL5AucPsCjPYxV6TlHMh9sps2DXF1lbpne8ywP8KYq\n", "w09ycj93dXH/J5g72/pjazw+z8FceByXuzi6FUb0U9386l5S02RKvP5pbZMrGuKPggZnHn5a9V/2\n", "lxdiey655+fD87Vxqp4/QGf47t3cNBCeBed2BQvplgrXFHjihZJAHZtxYnypuK6b72twS2t+UUlw\n", "XzdPtJNAGy+KV2JP4FOtj6fjV59x+/9tffxNQjqok/tED367tR28KHJhQ7R6UqKLVkiExPENiVj+\n", "2mpwJkEiERLOvUmSiej7pxJByEqkKVTDWGaoGQE+sR0U0s1GWEQmMhxZiR7+1GIoXHZ3MJCI3YNE\n", "hnSVk53099E/wnSegWIoka6lYkt2X5PUFvtmubCf5BqdZV5b5a48+6bpW2R9jr0rfPyUrwjSc6uc\n", "WOG6/jC8ubHEH09w9TzlMn9eC72e3+7mH21GD/7uhK8MtE2vruo2Ff4Co4XQXHpoCXX6CnxXkmaR\n", "bJZbK/xxX9h0rl8GDaBS89n5KNlWKm3jJaG9MXz5kKTQhWoscBVbFW1RVHkp7BWJYVoMj68WQX61\n", "ZTa/1YyTw3g61EPLQlOoXIsN2skmvdXQ7hkq07/FWmeYz+ypx2CxsxKnhsUKPQ3KjaAclptcXaTY\n", "Hwtlbxmg2BOtoNVMLId15LnmDBsdbGWZadLYw57ukKwoFpiusrnK8S0OlDm4zXoq/n6d4j3W5KYR\n", "RnZYacZOQGOb4ln+uJ+ZDvac4Z/N89F+PpmkucMnp716VTUTvGkX/yobFfidnXwwwz1TrDXjtfqm\n", "DT7aEfIWD9Q4Ps/Uxiv/q5za5Pf6xNESv5fgsc0XfEgbbbTQTgKXDwlK9VCbnMhELFsX/xZa/z6K\n", "/a3Pi81YkppKxaZrORGBelAwbbbT1GusVdneZq0WMhGJneD4P9rNVD7iQKYrLCCbNeqb0erZbNKx\n", "Q2mB3XN07qY/xVKCZoGDmyG6NrbGzAAr9fh6TydHptipctcRmhsU1jhSih2Ie8d5qEhjIAbh6xvc\n", "vsTX72F4TwyUNwbYt0F2ldkGuTwfy8fW8t519jUYWOefbvH6Kj+ywwMv5vH7V400byzw3hbd9L07\n", "3NHBPRlsB1U0k2dglT8o84dT4g1wOSr0Cr8/yQNdcfOpLa/e5NnGqwztJHD50Oo5d9fCHrKaCj/h\n", "q0UcmBSLYUUsNSgnOZ3gNbVYKLuQor+JJOkGjUTYQ84lg3GUaUagz69TLoTUdKkZrZihfs7nYlaQ\n", "TLGdZTrFZI76YrCGqkv8xRGuTTO0SqoZnPjzWeYrZPrJbUSwLyV4fCA2inuSsbn7UIrFzQjq395L\n", "ZouzdcodNPbx2iu4YoydTuprvH6d+we4eZXKLIsjwVbaWuPv1niyOySlJ2r0Z17B1yHtUv/tlUQj\n", "vI5/eYBkgUaJhYuOYXVum+LxLjqSPDXteVVEXzFUQhivjTa+OrSTwOVDLyPn2ToUlf9R0frpFMPV\n", "mgi8Z5qhc9PbpCsZTl6dggZab3HYa4mQQJhMhiBabzMooQeEL/D+bZq52BuYSDK0QXEUSVI5etKM\n", "JdmfpKc3DFW+mA35h0wtWkwnOmMGMN3LrmU2qlHV39lHXzHsKa9a4rFuZibIVyOQ966Fp/FoNsxh\n", "cotUbua6Hd5Yi5bUx64PfsBKPXT/TxbYm+S1U5w/wEcyZOcYnObTBU7MP881TTDexzXdEXAfWfb8\n", "w9l0MHOO5sOW81OrbG965YJxywv55jGu3eGRXp6YcmngXGPqq5nuttHGXwnaSeDyYZtGkY11ykPB\n", "/e8QVf6WuPTTYiB8S5PpRpwQOpJxn0aNxZYt5VYzksYNJfY3gyL5eCF47p352BAup0O35mSNpWx4\n", "FTcTUVXXMgwWqfaGk1h6g6PDTJRJdpJPsVjgwTJXPkXnFt1Jbljmk5nwNehfpzJJfYDyaPT1B3oZ\n", "LAf76KYOHqnSu8h4ju4dSo1YPruywlNZpg/E8PvgdLimPfH1vO02HslyX4FP9jB7gal1MQzJi0Fw\n", "BTmuv4K39vOaRfam+bk8t016TqbPG4f5V5mYU9y2i8P7WJ7hzqVQFH3ZSPP2Kq85w3KK19S5JcUT\n", "F08eLyYT0UYbrwq0k8DlwzqPrXN0gIPJSAANPChWKkaRbTGG5lrtHQ1W0qFbP5OIpapkMraAG4nQ\n", "BjqdiESxk4pFrt4sG81gCJVTzPSG2XznDoUsm7XwDBitMVQn00Eji54QpjtYjlZOb4ULswyUgkm0\n", "1cNwg70LPLhN/Rh3Z2hcx54qVzwVpvUbHZxMMNPH2Qb1IsWZWDTbyYV5zpN1qp0MlEN6OtvFxFJI\n", "Zd/Xy+I0P3CMH8kylSa3j+88yNVJjjf40HG+v4ujI3xPkc+PUJzlHRluy4o9gmdgpIO3lfgvo3wL\n", "Fksh4FYd53hN/IIvB81I0F/fYitt4zc6mOjn9X3h6/zoKnMz2smgjVcx2kng8qFJzwadmaB8Nlyy\n", "kdwRM8IbRJGbTgT98+KsoLMRAb/akkXONEmlY0FsNsFmhq5mJIG+apjDNJMR6NNVUg26qlEgz9bp\n", "r7HUwUyWsSIr4wymqHRR32G1g+I8Y4no83dlw/HsCwPki/SNstxHNsNwnQMrbI4w12Syg8I0nx+O\n", "5a+uIo99kbVD7B2luYYSNy+gLzaJZ/tCNTNXpFSif4pP7eb1Q3xviWPXceuTfO9MDNYX38DYIvUh\n", "HupiYo1jPWxsuRRgM+Lk0MQ2Kzs8kEOakSq3DYSF5jtbfgyfynOoxkaNpy6KNj1tJ+FFUeNTy/z4\n", "ULi1PZriU9v80DD7uziY5u5d/E6BE6e1E0Ebr1K0k8DlQ4qd3jBn6XlaEugXp4KSiFkVER+eRD0Z\n", "CaCaDp73hQSZOuNNMqnQssmIHv7enVgoO9/SERptJYWxGntrPJEKi8Mmqit0bXGui/mO4LHX0yEM\n", "d2SHarVlRjMYCeaBvtDF6c2wNMTeJXZW+MZJjvVzpp9kF1/qpjkVnro7dToKfOQKHr4jjN37q2wu\n", "M7Sf9F5SGzHfGMrzUAfzJ6ns0FsgN8w/WIpB+q4SuVGOrUYLbKAnpCLeMxMOWyf2ct80D12Ugc7z\n", "/bv5Bqwn+b1t7l7gx3dFq2x+KJLXt27wkUIopA5ewzedjh2IX+3mRJG3tbSJvrDKmWUvGrhnV/jA\n", "Dn3pYGvd1EXvEDcnuboUm9QzQ60ZR5uy2carEu0kcPlQp/NwMHGWspd8BJbFTGBFxJicmG0WBB10\n", "JslsM0TgepLBQFlryVHv7IQdQ03o9Qw1InEsZsNE/somJwocL8f2cS6NSswElgbo6ol9goE6e8vR\n", "vnm4FoFzqBCGLPuyYUm5nmOwEJvOjXwIvj2Roy8ZchLVEumpuD1c4jumI4H8aS/l63lrjh+b4myW\n", "nz/M+QH6ShTrYWB/phTWm7ur4WGwrxEJKdXgc2V6siFE98UCq1VqK6xkqKzwUDe/fVoMWvDmQf55\n", "9ZL6pq5Q+7zjAubYM8o3XMmvZTk4x+ogN5U4WmVfnbuHuaaPX2z5Dv/HAf7vSkhTvyi2L233zmVZ\n", "7GSw1SKaTdG/Hcquz5TUaqONVwfaSeDyIRtibfVESD5MJoLNMyC2hldF4G+KoL5XnA6GxNr/hAgu\n", "4ymaLdbPToaFZlhMzldjo3gSHS156c16WEieSrF/k1w/9QJdFaaSQTntyNFIRoAbwUKaXDWCVTNN\n", "164I5jtJJrYjzpZTUT0/1BO+x3115ue5dhLjYaYyshB7DFcWObyLkRnu747Txw21COBXpkjWmHs0\n", "TNu/7jR/Z5WPdfHre/nV8WjRTG3xaB/dXaysM/0oN+xwKhO/u6XWR6tS70gx8rThcG9DbMi1hrST\n", "kzyBb05zU4U7CzEH2dd6TD3H1U+r1N9U4eqOUDL9ajC1wZ8u0rmPg0VmSiyVKOZ5195gXN23rM3h\n", "b+NVhHYSuHxIhT9vthb99YwI/ptiiHhUqImuiZdhSATcVOs+DeEsNiQCeKkRc4T5RkhIdCaDKtqf\n", "igWykRTLNTZ3SGXpLjC4wWSG1Rw9Ra7bpjrIYJ2nuphPUNwksczU7pCAqDdjxpDeZrYSlXcpEbaS\n", "y5McS3JFPir1lZE4uaS2OVuJE86THSyuUxri7AQXdtPRw4FHGOqI1slDPSFvvdLP/Tt8XYkPVnlg\n", "lKU69WUq9/CHJ0TA7OXHx8OgfrPOH5d4+xAbFR5Y5cQ6vzvK921zOh3bs28YZE86WlAX8uze4D/2\n", "UFpn8TzvzYcP8lySu4tc+bQkcizN5F9GnqLB408xvc71/eR3eLDKj/XwraWQ4/iFCf5o0vMK1+3t\n", "5VB3nH4eWvHSBOTaaOMvjXYSuHxIx7buxU3hbi1fAOEwdqD1eUFo4m+IuHBx3+iiBe5c6/NMMu67\n", "pxp97mKCXcJV7OOZllNZgfUdxqsUyiFg11FiI0mzHrLRG0VmC7EpnFtkYznE5/ZXSGZCVmKxHDIT\n", "Z2a4epmlfAxha0kGZ9jaHQksmWX7eCS33xhgJEtqJuYF2SRvneaOKnM3cGiVQwucKcReQT7NeJ71\n", "UT6YZLSbn3s4tqDvSbK7wp9nuGmQ93fG9vOfpHlinX/Xybt3ONvFL3cETfRXcEcvKz28NsE/y3JF\n", "hV8/yPs2SRY5Os+Pp3lgkp/Ph8T1ao2ZDX5rmNnueOn+BIM5Gv3MrPvyoHi8n9cNxOzlvkVWn6vP\n", "32R1js+1/IS/6QDfXwyxvyvqPNnJH+U8ZxIY7+eHR/jmEjOd/GIHH7/gL6eU2kYbLwntJHD5UGdr\n", "iD2ZaPWURaXcIZaXlkUQ3259fq7OFak4MXTjjOh4pJsxYFxNhNLoWBJFOnNcyLGcjIC8noxTQSHB\n", "appKhbEOKmV2ijGD6CiFlMXMNrUqvT3Rz08nY6mrukHPNtfshCHL6Ed57OrwE+jG3muYn2B5ltyX\n", "2LfF287wkz2cXSfbILPN0UEaY9xbp+sCq53c3cuJVU5VyZUpneVcnkQhFC9vPR6rAfsqbBR4IB8X\n", "6+91xW7E8XHe2qK3vv/+GJYfrXGmk9tyXFiPj/dm+YYa+1PBltqfY/cSZ3IcXQt3NOm4hk8UL71c\n", "j8zxyAqDffzzPt5ZCLOe/9TJPdP0d/FPhkPaopTgP+zip+utF/AFsNOImc5gK5Bv8LwD5+v7+ceb\n", "8R45WuN4Jx/PvfjPaKONvzzaSeDyoUohRyMdlfyYqJin4lvOigKvJqrEhWQogY4lolc/14xk0V8P\n", "uudWIoxG1sqRUKqJoJD2JBmpxb+JMpNVVtdI9dKxzePY9zibKZa76BuLZS4pDjdodnM2wdIa86ux\n", "J/BADwvrnHkLyS2uXmN4jGvmKFWYKnNiFyMPkmgw1c/35vj2Je7q4xM30t9PZxdTNWaK3DHLa6aY\n", "T3I9fmqBx3M0mnx8VySaT41wXYYHOkN/qGeHRIonr+DrUnQkuHCAD9Z53RT71uNE9PSgWq6HDIgw\n", "aAAAIABJREFUof1kmivK4QZ2ukDXcstJLOH5K+sqt/TwL7ciEN9c4Vwn9+RCrvnd5fh6RzNaUx/J\n", "89SLBOg7Fvm5Cd7eeo3/25bn3GsgWnGryZjx8Oy/rY02Xnm0k8BlRbmXgVRU/ElcEDOAnWbsDlRE\n", "UCm0dGguUtWTYjicbX1vo9UKOp8h3wgT8uUSuwpiAFqnt85MJqSf85uhybO6xniL7tib5MgX2bqZ\n", "zStYGokAXuokvYYclTSnOqlu8a5Zhuf41B5WJugYY2iJk2vsm+P2EZaLwfq5vsBYgb+4Orj8bxkO\n", "8/oTh4NJdPVpDk3x4U2qa5SO8OOv4/AmjyW5+wT7C1y7wu9l+fRSi1uf5g8H+MYJahs8kOLIOmtX\n", "xHW850a+eJrxhRjCwicX2DceDJ0/G+SBBTrK3FTnTzv46PM5ifGcAbfWMuyYKcfJ5SID6UIyfJ5f\n", "FNv8ygX+IBfDe8Xn/jlw+wI/O8E76pEs//tF39E22rhsaCeBy4c0ye74P78h5gJFQRPdkwh2UFqc\n", "DnoS0dLR+rrWY9K11mNayqL7qrF8JkWixejpSrDQCjA7qZgRlIfYWY32065yOItls+zZ4kvJ0CxK\n", "FIKpk0/R2MXmFk+shDjckWJIWY8keeMqf9pFcR9X5uia5sRQBPN7e8Mc5k1r3LjKZ28gV4idhFvO\n", "hcHMwZWQmf6GZc5dy8FJertiH+KRDFdOcUuG3zxPXz5kmBV9ebGi0gyGU6kcs4lDm3y+Tm0opBoS\n", "GfrH+E/1Vo++GEH3y+bMF5NDRmTZFxm03r/EB0d4WzVYVp/eRplTNX65i9OdcRL7RIm1l2oAX44T\n", "3IuiyC9d4KN5puriBWyfBNq4rGgngcuHgQi8TVHx50VrtyFOBj2iyKsLPZ1qnUIqHrrZ+t5i6wQw\n", "3mQpFS2fnnpISuR3ON2kszuonUsJ9hWDEdTVHRvIUwM8nI7ls+NzLF4VFM9mJYJtVegT1XFtg90J\n", "7u5npcSuIZZ6Od3H0IPU744e9fJ+JDlwmncd4UsFTtxHvouRVSY7YyC+mI0hbbPI5hon8gz2M1Km\n", "b1doHiWKdO3QuYELz+bl7+7ghxc48wSVnmiTfWE3R8/xplpct+18/K3XdYepPSJKPzPovthwNcub\n", "h0OG49cq/F4x5LOnNnyZx3vHJHfkWvffcXkC9A5T7eq/jf9paCeBy4d0SD2kROviYhGaFgtiayI5\n", "VDGcIJOOLsWGmB9kmqEtVE/GVusOsmnW0+EzMNvLSiUE4YbK4S28nSPdSabKQpbSYmj/3LIcTJoL\n", "+5nPBq//wDaNMplubmjGSeJgJnrmjxa4piOSQH6T3Dj9J9neoX5lSEMcytDbHZITK3t5+ByLfaSP\n", "kTzEhSOcG+E1BQ5Wuf11QSd91yobu8KecraLI6f4i17RA3tGoN5qRNL8rhP82TBTfTxYYXeGC6NU\n", "d+hZ48k8y0uiNXYxSH819pNJvmWC/x3XVLitwAdTnFp8xv0anref30Ybfz3RTgKXD/WgaZ5vhodA\n", "RqiDNoUNcze6RNzqxymRMMZFa2gpwWFR5Ta0ZKcTjDZCUK7WiHnDSIOxCtMt45pKnu0qGw0qORKj\n", "PDHIjWewyeFuGgs0MtQGovc83iC5GHsBc01Si5wrYp1rH+LBMZpXUywymKBnF5VRGtPUymwdYS1L\n", "Lc9GF9fs5tAZ9iyz3cPJDHvO8vhV1LoYXWe6MxzM/iTPnnnxXnxGq2atGOYssuxZ4/517j3PG66h\n", "UOKqBOfzfL4Q1NE3TQSrBz5T4p4ZL00HKMubU9zSGvL+3e1ogT1ykafbRhtfs2gngcuHTVZaGv4T\n", "oshN46SougsJJEIqYl7ISl8lAnlCtLS7tHYJGjyeCE776xrkKtErX0pG4ZtsxEmhmuZUg1SZWpNy\n", "nisSpIY43c9mlXyr5bK5Q/d8ePmWc5GUUj1B8RzopqtEYSOsMTvLYQe5PhJD6Z1sPO/ZUQZOhd1l\n", "vpvvWuG+cfoqZHa4KkVunWNbMfS9t86FSojBDayxq8K5DR5LiQzY6dLxSFy02ya5s5tmllIxJKg7\n", "z4VC6efSJLZIrEXr6B/k+cEW7XN/B5M9L1HTvxG6TBexnAint3YCaONrH+0kcPlQIlGnp8xs/tIp\n", "oFXYyjY5JFo9F1WN+zErhrINMUNICP+AVD2E41a1TGLK8flTO6Tz7K8Hc+jIVlA4z2zSUQyq5EQ9\n", "mEqZ7VD/LK3Rtc7ZHXpq0ZZZTtC/wbUlemd5oJfuYU7lObwQff3RBtem4kSyJthOXRts9UYCO58l\n", "2cFgd+whnGxS6mLnAsvDdC1xbpj66TgdzAzSO8yuIu99G/t34usPn2NrqjV4TfOeft6QYq6X39lg\n", "aZu/vRrOaj89yJeq7O/kUD1M71fTVJOMZV+aZs9Alk8m2B7hpiIP4eMzL+O1T4rs3HD5HcXaaONl\n", "oZ0ELitSSzQPRW97X2vI2yU4/v1CQpo4KSREzOgVS2LnxZJZRkhPLDaDP76ZpD/NeqK1dLUeff7u\n", "MpnRYNjMJqhuxhbwwGYsnDWy1FIUdiIBrfSS2uL9p3h0kEd2k8uFmc12F6NbHKtQ6wm+/9IqU4lI\n", "NPPTTOQobMfeQCNNZiw8D7Z7qZ7neAeJJHcl2Juh0BnWkjP10O6pz3DrFO/a4IlDISmxXOWbctx5\n", "I7V07AokO6LFM1HmB7Zj/+Hn5nmsB7t4TZXf6OR/dPKfO3l/kt0NHuti9iUsWR0c4ocHuK7Gp+p8\n", "oMrMjGfr+6REcK954VlDhvdMcGs6qL0fXeP44os8po02/srQTgKXD2XMRdXdGIl2zYwQkJsVJ4Dd\n", "IqY0RLA/Lqikwy6Z0BSRSEQQLCViu7fUspg8W6HcF5r/hX66GyGMVqkzXORMmuZOJJzsBhNpuupU\n", "1uKEsLvAl3axmAuLyr07UdWvDQYvPlXhhodDcbOng3sWw8Tlxi5OZzjXw0qZw8lQKt1qMlji0xmO\n", "PsrhJSpF8ofp2AiOfz7FPWme3OLflJjKhkfv/nKcDG5dDK2kjjpr/czu4evXKXfzqRqja6jy+SV+\n", "Ms+/bbV/jlb4V7s5vRoJdGySb83xKxnPTwtNcWs//6JF9XznTuxN/MozAnZ/N98yGq/LQ1XumHn+\n", "57xhkB9J8s5WAuru498UWy9kG2286vBKJIH34OdFpfQb+Nnnud/rcQ++G3/0CvzcVzuSNI4z+xoG\n", "hzjbmg1UcSoRQX7LJZZQViSFsqCTToj7nMRKM9g+o42gj+5puY31dLJTppphpsbhGnfngjWz1Mvk\n", "eWwy083OANkcR1djVtFIhmbR/kb0/DO18Mnt7I42S0eFfc2gis4vhCbRiVGyeTYXGJ/mqjJ3v4V3\n", "rEaP/+Fx5ir0rXJwkZVqBO3zCUaGmMmzMsiNi/QP8uvDfOMKJwaCFdW/xbF8SGYPVDEUbmSP53lj\n", "kSuyfLijdRGzrd2KFvobDGzzv52L2x042SmOWM+HxCUy0UU887Ys37uLn2ltEd+ZozTKPc/TZxrJ\n", "cvXTThGHLhpJtNHGqxIvNwmk8Mt4p5hs3o+PiZL2mff7Wdzmhf9Tfi2hzvo2b2hEf3xPOmJXUQxh\n", "M0I6IiuCWVPLYF4khaJgI3ZBOtzBFjJx+4IQaKs0GauzmYtdgbVaCK2NNWkWuDbB/CD5CltzdHWy\n", "nKXRG6qj2fN0dwcraKWLgZXQ6TlQDBvLud0UM9HXl+a1Nd68SmUXG2m65rligVO97B/kyi1WtzlW\n", "ZGYPb7jA0b5oDX2xyL4+XrdMpRYLcts7TFZonOUjEwzVuDfLxGS0nb6U43uw1s0fDHNmi7tOigvZ\n", "5M/rXJ/lyiofL4R38Ec7uHWHT2e5d8cLL4fVuGODX+vh9RUeyvDnW894TJqrG5EA4JZyaDI9H85v\n", "8YlB/tdizFnuTGpLR7fxKsbLTQJvENzGc63bH8a3eXYS+Cf4iDgN/E1BJgxXqjn6mqw3o49/0QVx\n", "SvT/CyJHDosBcVeDMy1RuC7Rhu4WPfKSSA71evTh+xph/tLTquwXEnFCmO5lcJ2xEfLb4SyWrjOY\n", "JFWKxataLuYEpSqn97DewUI/xRyztdhITqaDiVRNMjnKTY9SzNKdpjnA442W5ERHsI82upk8R89S\n", "/F6parTAUmsM5MK7OJEJ6etCIfYb3jwTc475FX5nKvyTD2eCCXWkkz093DwbAnk/2UnpogpflT+c\n", "ZnqI7kz4OTca/MQAP1+INtwTF517XgAnFviJMnvyTK63lsOejhqPJSKgDzb5TJ6FF9gVeGqVX0xx\n", "W28wtO6e8dKkHxKtN0ZSHAdfiiRFG228bLzcJDAhXE0uYgpvfI77fBveLpLA35QBWYauvbGhO9Ty\n", "Ga6JQL4lmEEXCSRzIgasoJRkpR5D1TlcJ3r6y4nwIDjTZCDBdDPcxoabITN9UswKdjrCYGVflq3+\n", "2KrN7ETg7W651gygkmJ9X+whfF2eYo1SPlzFyjUKAxTWonW0nKE7xWhr7nDnLk5uMfkIV+7iuhzJ\n", "ZPwuXYNMv56RE3RXODDPag+dvXSuszlIYiCS43yJ/1LhdQk6+/m2YeamuW8WVd5XpHOLO3pQDy+B\n", "79/Dja3A/LGZVpAtcOtu/mmNwSofyfBL2557SzhFXyddSaZKKAeN9HlZRBU+PMfqaHg7HKuGdeXz\n", "oskTizzxNNObF0WC68Z4f1fIhH+2wR9OaZ8g2vifgJebBF7Km/zn8aOt+7a48c+JDzzt88+2Pv46\n", "Ixctj2YiTOEXxD7Aumj5HBVfS7jkI5BvstQMPaDReuwTzGbjcX1iQazajMp5p3VbJirgrSb5GqMd\n", "UcFvCWrqUkuKeLUr1D6P7FDfjtNAT4pylms3qa0FtXIy0ypCZylnONikNEg5zalhXrMRtpZPzNJV\n", "ZmEu/JHfXONALkzpt7OcbdKV49zDFCpsTHH1etg+9paoXKC3g8ohnlrg1iJv2uRn9nHNAebn+FyG\n", "Ny/zHfP8SYFED78yEweB5QQLu5gvc9Ug1w0xvci7F/n/2bvzMMnvqzz0n1q7qnrfu2dftK+W5N3Y\n", "2MbGxg5LwhNswnID4YaQkNzcPLlcEpKLIQmEJSEhhCUJJjgEjIMx2I7xhmzLm2Qt1jKjGc2+9PS+\n", "d9e+3T9OjWckJEtGGiNL9T5PPd3VVf2rql9Vfc/5nvOe9x1rcniYO5/YjE3x1t18fzrekw8mefd5\n", "T5upr23x3qJLU83P5HP/tSQ7BX6o/1KD+rYsF8b5/IWv4RhdvDjw+s7lOcOzDQIXsPuy67v9xZTq\n", "DlEmIlKpbxM11w8+4X7vepbP5fmGWixUlVRk49MiAPSIktDFev9Jl3b/+TbXtaLWvyionFvtyPqT\n", "GOnITe9sM5dkrRUzAOupsJzcW4jhs/46sy0SbZI1DlZoTHE0yWqKXWlO1qL0M9AO3992IiwlK9Ww\n", "nCzkmS+Q6mOrRc9KPN49TUZO8oZHGJrlA/uxSf0qzo+E9/FtNRJp+m7g6BgzD7Bvlbdsc2ib6WV+\n", "fCnq+HeOUG6ztxIWlH27ePUW600ebfLPSvy3NsdqvGX5Um1+tE1hkB/cZleR3YWQyv5giVuegps/\n", "1BsB4Ps6zJ3JLCdGuOuZzAS0XLnhsWRMfl/E7kaUuL5SIkqID0nXXKaLT3t8gvzTz/aAzzYI3Ier\n", "sU8Uf9+B733CfQ5c9vvv4EP+YgB4IaJBc5WFFM1MLF6b4mdZqIeudP62Q9T915IhUby7Hb2CppCd\n", "Hk3ETEGiHVnuejumiNfaUdNvJ0JkrpWKoJFIUa+FAFpfm5EB0uWYEzjTFy2bfINmLYLCkWxoAM1W\n", "Q5doL+qpzsejzJ5i6Bit9JKusJUO0/hNVOucu4Od06ERVB+MXsHIKq8/z8QKa+f4QJMf22LjDP8y\n", "wf/I8+lrMR5mL4+M8lg9BrdSgzFRfUOFBzb5yGEk2HGQnxtjuhG7oJkEL60w3eLTTcZyYTLzhQR3\n", "PkV953L2z0ArKLdfNzyVP0CVOxO8MsV0kz/Oc88yt07y1weiRPSJBh+6aEbRRRfPGZ5tEGjgx/Ex\n", "0d38bbHC/Gjn9t96lsf/RkaaajWmfYfFwromGrvrIn5mRW8gK3YHM2LRL+EgJGI24IBoLCcT4f87\n", "WY+SUFUshoUy7QwTZfqyMbl7rhFlpOtzLA+FY9eudpi4lPIMbWCZc+mQbahWaVbZd46X5aiOxABZ\n", "tsF4iXSR02MhPbE7yT1j9K3GcXeeo7DFA/siODXz6OfMTDiVNZoxcJbczYEBfjXB1TVu6yW/xdJw\n", "eBk8VOC2FPvO89J1/nyQ9vCl89mTjOG1uQxfqnPoNH/ez/cXuW2O35zig2tcWPSkQm/rZT7QZqIn\n", "ehu/3cud567UB+Ay9PDGKSYyzFU71pOXL+Y13n2B2QkyWY6sslbjX45fKhHd2sPiWKdf0kUXzxme\n", "izmBP+tcLsdTLf4/9Bw83jcKGiHQ1tdDpslGKjL/NbHgF1za6aeFcFsVN7ajOZxv0ZOI+0yglIjb\n", "z7XIJ8MLoIJijkSDdjLKTeVmZP25RgSYdpqFAtU+hsux2O5ukEpQHmFPk6s2GD7F4TFGMzHRfHCD\n", "hYH4fS5BX4bxDXoPhVBcM8WRUa4qUN/DYINdDTLz4aN7w0bcnjoWTKbcdfzTbW7f4rduZanO1Aqt\n", "8TDQqS+QX2Omj9I2X8oHxXZwC0l29fJjDf76qTi9n+gJmev7+ji1kwtbfOk4a2ueGnV+f4b7R5nc\n", "wWiVd07xsYWn8At+LpDk23fwMy1uK8Wcwb+Y5rNPDD4lPnrm0tWhAXZfViI6WA9v5i66eG7RnRi+\n", "ckgx0gylzAOJSEwHxc95sbjPi+nhaZG1FxNhJXlTOthBJVG+WBVN4xlcSERfYCIRlYVdWGzRlwqr\n", "yFaVQiXYSCMNBrLUstGbeLBNcpnCcJSMKkmyfWFAs6MYfP/tagyetUo8mogmcHqDwxO8pMhELwMn\n", "OZWlP8GrG6xtUttJcZxdC2E88+DZqOk3T0dz+ltbvGkrbC73JGMQ7VAvN+0OBlW9ztoGDy/x2HLM\n", "QRTLNNbQCkmK5GWkgmMFXj/AfzobvZefmmB1mv5e7lzx1JLP1aDs/sQqb6/EOf7Jaf5TzZXR+clw\n", "c4rbOsd+XZXrCnw25avW+NerMWPwqmTYWf7iLio1XpvlsxsiA3gqBlQXXTxjdIPAFUVlkFKbR9qR\n", "+VdEtv7NLk0DE+WiqxMhO91McSZBpkVvMlg+S+3gnG+2gzJ6Yyp2BrVEiMqlm7EzSGTJJcKBS4ta\n", "JtzBBso8mI9dwdpU0Cj7+qIRO1hiZ56VPaHGudrkZInZxyiu07ebWjIkoxNZMmVWRqNJ3ErE3wa3\n", "Q6Jirh5N6Leu8tGdHPpTSjMk+sPrdzPJRoZshaOZ0C5KVVis8erzMavwyWUOLUZwO9ruSDQIn+I/\n", "Hg0zmr4Wn+/nDR3lvU8UeOkwt6/yshS/tot3dzLtHQWKLTa2fWXBHM7zhg4jqICXtMR34UoEgWYE\n", "71LnsS4kI2g/bZO5yn+6wMkJimPc3uRXlvnULt6yl8IsHy/z0RndmYIungW6QeDKoc7WGLe1o9lX\n", "TcX3vuGSq9gOQZg6J7wDaolwDauh1oreQaodi15DzAOsJoM5NJ6MoJHHVCp+XlwPctjOhSZQuhwN\n", "58F6eAdc24wGcrPNUCUmjGs5zu5mvs7Gw/SUeGSYzA4G8lx9nuo25X7u74tMuppnzySVsyRWI7AM\n", "b8Rif7jAxnluHeOOgyz28olNkleH9MOpYeYeDBmMDeGStlpndZP2WX59QdCh6i4tcDXec55HB2km\n", "OHqKVw3GTWsD7GygFB7A35HmD4b4gUG+qxHn7PeGQ5Zak+UKn+vhW6uxOD+adOUW0gYfWqB3Kno7\n", "j7T501nPjEJa5COn+fYk/7rM/xjhLe2QAd+qsTPFob5nKJfdRRdPim4QuHLIh2PYZJvJZJCnFsRa\n", "c1FIblWsdXlRGpptx0I9LYaZ5hJhEN/fyWB7k1QT0VyeEUyeIi6kozSzu81whpUqs5VgDh1KhRTE\n", "SJNClp4iw01q/VzoI7tGepuZdBipH8iHM1hvntvK3NDkyC0RoDYWyOQp3xDicLtx+NW0S8ELGC5y\n", "x/koS633kToYLJ9v36SQ4tGT9C5HyWt8hCNNyi3etBFT0p8qcfji5Fyjc0l2rjdR476Nzvmt8Rs4\n", "Mhgeyy8r8o86TdT1JHsG+XvVS8bwjV4+WsBWmM//wk4+XmAtwccXXVHJ57UtfqPiknHO1xhw1us8\n", "lom+T1+Ts6ko06USMWHdRRd/eXSDwJVDTyzMrWRkrqOCFjougoHO9YfFIFgNvYlwIRsWzeGLfx9J\n", "xO/L0I5m7akWow2Gk1Eq2mhEU3gjyUiRsUpw9rd7ozzU04j5gXqSdClq55st0i3Wx8g3OVAIaYkD\n", "DfoHwjN44jy7l/izCUpD7GlxfYVyJWirzXXmexheZ36M49eyNc/SIK/McWM2yku1fOgMXXuSH93i\n", "kxt8bzXE4744xMo86+e5Yx+3FsLU5b4irxGP86lNhlN880Coi57C6ml+4ywukJrijwvRV/m9KhNt\n", "zmU51BNWne3OhPU6oRl0jjvTLpk8XGnU/aXpnZ9d4N/ujPmQ00PRd9nZ4j1Zjj0DuewuunhqdIPA\n", "lUOKZDN0fi6koh5cE/7B22JIbJcoB22IBvGwEJGb6PxtS/QD5oWcdL4Rcg9T7ci8l5NB+RwR9NC1\n", "VvQK1urUy7Gb6MlHUGissdEfhvXtCqVNqs1oIN9QioBVLZAeZf+FyDBP5aNvUE1zpsBoZ6p4bphc\n", "Nhg+s1jqC2rjN5ciK5+rMNng2lK4nY1Nxa4k1w4TmT9qhiXkHdfwQ9UYivujXeEz8CNj3FQPv4DR\n", "Xv7afXxbhX8yHWvozWle2eaBPB89QLuXQyd533nelxOLeilO5i3X89fLrKb5wxrrlzNy2vEevWY0\n", "ZgUeXr+CDKFniyrvOye4xBd4Y4E/wZ0XPDNdoi66eEp0g8CVQykkIIodGYYMJkW9vimYQvXO3693\n", "KUBkxBBWTWT+7TrrFc70RtDI1tlORpY/1qK/TbIYEhO1HOUSzQbNnjC6byRopyKANOZZ6iVT5Pom\n", "6zXqBVoFVpIMNcnlmc2zXI9dxQPN0ByqneKGFPN9oeGT7CWZoZrk9o3wK6iVaQ/QLnPtHEeGGRqL\n", "oa+NJncXwxXto2Ohy/+v6uxKUSvwTT3M7+eWkxhhf3+wjT5/PILAXizmY3BuPk3vCG8sM1rg1Cql\n", "NY/LtF+T47ZzIV+dafLaZnghfEWPp4fvOsCPVkKF9Pem+Y+ex4HgYnmsxJ2rT3fnLrp4pugGgSuH\n", "7cjIK4VY8MdEZl8T8wJNoa2XF7dfNJ2piSQ1L3YF9USYwvfUQ6Ujm4xA0VsPp7H+dvgJlCuML7GS\n", "C0mFVJuJepjMlHC6wNIajU2qNYo749gLyKQYmKc5xGYt5CzWV7gnQ2OUnmz4DTyA9jT5FEcGGJ6J\n", "3cZmImYExhdJLfJAgyPJcBLbez6om4Mz3LFEeZFPrzA8wMY+dlfDzCad5Y8GODXNO1c5luDQWGdY\n", "bIGFFueb7MlhKKaGd2yEa9rMBO/f8DjGTSEVekQHN0Oe+nivS7r+OV57LW8aY6VEzyLfX+auQe58\n", "vgaB5wOSur7LLzh0g8CVQ4ZMFYko16x3LvvErn5BlHku+goPiEGypugbJNoMt8MspdhiMhWaPsnO\n", "TEC1FRl5uxk6PWXUm1xdZKzGdpZWk4XeoGEmcixNh+XlaIJkNfoJxVSohOaTbC2QWOHcZkwuX9vi\n", "zeusHWA2S7ZMdpyJrRBuG9nisQ02y5wb5MIaZ3tD17+9wRf3BN+9fTwCwpks91ZYWYvm9d0FvqkZ\n", "mkZfStM4yWdGYyq43ObhM0F5/aEB7q5TK/HoNK8a4pULIbQ3tNzR3XnCAnXfWmT32TyDI1GCe1ud\n", "j1R42zRvr3JDlZdX+ZNJqvM0uqWVJ0eG106zt4eZOp+e0/VOfsGgGwSuHBJkWyRqNHNRBkoJxc28\n", "2BnMiwZnVbwVGZfWsp52sD+SmWhsDrSiV7CSDoZQNcF1qWgKP9b5p2pPDGKVB5kvs9nH9e3wDag1\n", "2ZPCcEwTb/eG33C9yuAGWyWumuPhRgSF3Ag3V1jroa/GWC+bOfZXaCTJppk/wPqpYC0dykdZJ7nJ\n", "d69yS5LPN1nL8/IHubeH399gf4t37mexzn2H+c2RmI4ePB1uY1s9PJZie5E3nueXW+HL8DPt0ND5\n", "wDwfWwsm1B3l2F09WPMXmrtrW/xCju+f4LVrvGOdd7ZZngpq5Tu2+L3+MN9ZzfEHPdzVVe18Urxx\n", "Bz+d5HXFMN756R186KzuruAFgW4QuHJoBSMm0ZGDaIvT3R83XfRFsV/sAlrCn2eX6AlkO0NF1VYw\n", "draSsfj2JhhMRL1+qcV2M5Q/l9tM5kJNtIatwWAm5UoRQCptCttBN00k2W7xYCEmjPsSURo6WmA+\n", "yW2o9JLPMjpAoxxDXmstcqu01yjkqPQxushVRcZmOJml52bWrqNxHz9yhl+b4BeGKB7l2kHelQn/\n", "3S9n+L9KsVhfh88OR2/hW89yaIJT/fx8imNL/PcJvqfDgtmR5t46f1Dh0znOljiy8uRvQbnMnjVu\n", "245mcwkjOU7WOZ7h+2d5fx/vy/LZi9G4i8cjzcEMr+uc/9vq3FzgQ2ldv4MXBLpB4MohS081BNr6\n", "RNO3VySsp/Fll+jwLVGuuFg2umg202oFjXS+HQ3UdCskKGoJNmrBPkololSUyNHqIVeOnUMjS6oR\n", "HP7ezo5iLc3OWkg35DJc3QwHsZ1rbBajwXpNhjduMD/E2QPMpVnOR/mmmuSTQ5H557e5MMv+IySm\n", "McSBQQ7WGCpQOsBH5xhcDZG4I9u8ZfySAfttdW4v8D9LfEr0Md5V44YGrzzPn+T43Y5kxOXoaYej\n", "2ifmeeirnf8Mr5tiZZoH6zy8Eqyo8xsc3uBndrA7z4VaR8fnrzIAZMR3seH5pxLajGQz2QOzAAAg\n", "AElEQVTkQjJoqSuJjlp8V67iBYJuELhyqFLfGwNjyzrMHpeYQn0uich1HBqdEvLQN3WE4/LpYAMt\n", "pSJbH0mx3GSj3pkmTnCgxVYmyku7U2E1eaIdAWaqzcJgmNSfa8ZU7kabsTqFReby3LJAZYvtRLCE\n", "ssVgAE2uUTobyp4XBNPm/iS7ymzm2ZxnuBI7jMpo9BSua3G2wdlxRg/y6CT1B9lsovX4xeThNCtT\n", "/EIzmrz/sZ/31vjZtcjY702HtLUa728w0Gl4fzDDJ56B/v+to/xUk+YpHhvj+DQfPMbMSjyXj54V\n", "9blnahJzpdDLD+/g5nY0w987/zxjKLX503kGd4QR0rEEH57TDQIvGHSDwJVDjlyKyXTsms+Iss+m\n", "yPR7XFp/0mIu4DimElH774tDWMnwilawfVaFttC5JMl6TAc3qtFsTqWilFPsDWP53krU1q9LBz2z\n", "rxrm8OdHwm5SO+SUj+zh2tnwFiimqe3iSyukB7gwTPV8KIXuH43dwfajjM5y8hQbw8zeyM4sg+kw\n", "qMlssrxNb5GRMwytcWIsFDuPJ/j7g7y2xpcGuWWZH+5M+bbxjzMcL0RS/ql5EQ2Ejv6Xd3DNJNUi\n", "OzLBpPpqmM5xYz0CzrfN8Eer/PqqSzuLr9eQ2FdDku+e4mfL8TxLKE7ynvLz4LldjhLvOSM+qE3P\n", "v91KF88C3SBw5dAmmQ+e/oDIzEtC9yeNazp3y4gG8TheIoLEOVE+GhQlpHSCqWR8/46IBmk+GZLQ\n", "w2lqjdhBLAhZgcVOZNnViDLQWJWb1rhvIOYIbtwk1cOR3vAOvnsHg5uxaylvsZYNzn9xiZHBoIfO\n", "D4bt4WOv4O6HuepCsJCmFvimZWaSPHwLvXsY2w6K6YGjYYJzeorblzg6ycNT/MpJ6nP80GUOL31t\n", "Btd479Kl8zfSx3Se2TTvyPHPLoT72q+O84uNr54xn9jiY8P8cClKGHdf1CJ6PiEZ0+A7O4GpIHaM\n", "no9SEBfnFLp4gaEbBK4cqlG2WRC6/iPi92WR0W+4NBiWEj2BKfH9HxQzBFUd6YiOhHJa7CB2CrXP\n", "rRStBic7Fpb5GquJUP3cWYt/SCY7vsRIZKK5XOqJGYJkKkxrpvJM5dizEpo/i1VKtUiWkxMRdBrp\n", "uIzUGZsk8boYPjsgFvb6Y0yd4LFHo/n89hJn8hztIbPBmT28YZjvavKpaT7Qw2+tcSJHss19Le6b\n", "85XSzI5h/uE4Nzb58B42C3zkGD9Q5C1V/qSPe75aEFjjVzN8oi8kKD435/k3XdvgaC08Bl5XjWb5\n", "I03dxbaLryO6QeDKoU1uMUTgLjIPN7BHVCQuUq1TYqewJQJCvvP7Y2KobFqYts8kYrcwLAJDNkWl\n", "EWWm8XYcs5JgpBwSDpvpmDYuNtnuYXEoZCJ2tdkYDzP4lpglGEnHz7UUuXUaPaFYeuMyZ2s0d4T2\n", "UX6Z8hLpjgfxNF5d55EM75ti5ByvOsL2AJ8b56EhDi3wN+coXMs3b/BYnm/aiLLUPX08Mhiv49hJ\n", "l0o1CV43yg8W+bNp3p6K59/YyW8vMFJl5emYKS0emuehZLwXX9e6f1K8sY2nf9zPzvGTk2GaM1/l\n", "sxd0qZddfB3RDQJXFJtbIfK2mI4MviBKP0MiKR0XC/2oeCsu+hBfdB5bxPl2NIFH2hQSkdUutNAM\n", "H+FiK5RGd6VDB6heoJRkf41EibU+ypvhA9BMMdOOklEpHY5f11Vp5yhUudATdpJHMkynQ1huV5XH\n", "tljIMZRiR4O+gaCHLmxy+hyzqaj5n8oxdDvpDDNVPnWC2VP07+HWfh5ucbzGxgCLr+Dls7ztONds\n", "8XtDpMf5/GVc/ZM97M/yqlV+sz/O0/07OXKcExueHml29dEa5JoC/TU+u8T65nP1Dj8JCnz3dFhw\n", "nmzwoVmXmEdJBvvZk+GRspCArfPFGU/tP9xFF1cU3SBw5ZBCf+jxDIhTPSgavsuC+tmOu9gvJn7X\n", "RQCYa4cwXK0jRT2ajB1CWfQFkongwNdF6SWPciPkJYptsrXYBTyUieneUjNolS+ph8zySpObz7G8\n", "g6uSHGuE4NxilrMYWI7AsJam2GB7lVoPfTnOTURjuNQi2cPd42ysM1hkqszesXjtySH+Rg5j9Mxy\n", "1xaPXh2OYv0D3L7JK7Gwg5OzTFZClI44Mfet8SfT3J7lXrTOMb7GI3nuOh93y09w+44IXKvLPLTo\n", "Uhad4q27eFk/OyboqzA1x0um+VdNsQA/10jzgzv4uUrU+b+coTjFnWeR4FU7+JEcVzX51Ai/ssDG\n", "xWDWDQBd/JWgGwSuHAbo74nJ2mGx+KfEDqAuSj5lQRtdF6WVWufvzQbr7aCE9raRCNbQOeE4Vkal\n", "JxRKC2kyOXQGxtJV1rOcaISf8FaDRj5UQotZBqrIhQdBpcGRnuhRZCrh8XtTlcEVSqNRq18uhK3h\n", "7tmYS6j2MrtO/wbzt9HuYc8qJ68N7aJb15lPcOsKZ/oYLfLn47xkkpFsqIpObYT0dDYZQnSPjnN6\n", "jrOXZegnVvj1GjckeW2aN2zwxQwPnkebG3fz7Vfz3ZV4vHvT8frGa1HK+lKL709HM/5NW3Hu7xrk\n", "+iL7Bzhd8twvvGkOutTova3OroIoD2V5e54f7gSfl1a5f4wPPZMdTRddXDF0g8CVQ5bhvpjofUzQ\n", "OLmUgKYE73q+c6kI7aAtIRc92NEFqiUZ6PgJV5FKMlwPC8qdyThOuRFaQfMdA/mZKlcl6EnG//e3\n", "mUhRrPNojnaN1VI0idup8BdebbPdpmeLgS2uazC+zmczJA9wdJPxU0wOhSFM3y56ljmf4t79TDVI\n", "99AYYmMnZlhJBTup9jLe2CJdp1gMh7LNIo9mg4Z6NMcXHub8Krlp9vWxsMXaEg8c5vxOPlYInaO3\n", "TTCzg4kB3lzmpZ0d0bF+bhvmpUud8lZfyENfVwv57F11To7QO8orVsON7YvPNd+9ERLhF2ch/jTP\n", "mRHe1uThZvRsLkc68aRH6aKLryO6QeDKoRKLUU7o5c8lYpGvi3r/oNgFZDp3XxYLfW8rNIdyCTbS\n", "0QeYa7PVoZouJaJMM9zuUE8TjLTCZayEUiaYP+k0tQ2msjEctppn9zb1Cl+uYY7xNK1y9Bby2Jej\n", "tUWlPyQiTudZz8dzuLYSTecv9IZ5fW+V6b6YVt5VILnCQzk+1k+hxmaGE0WKuyOg1QtRujo1TnmA\n", "2kBYUxa/xDuPhijeZ27i70/xkgpf3sd/PRseyP8wGyqoE6MMzkb/4uNjcfw3dgzl5/tiYO6aIe6o\n", "hhTFb+7jxsP8mZgcHmyTnePXFvhonqWh2HE8Z2jwnrkoAU2mOD3Bjyzxthofykdf4+Yme5p8Oss9\n", "S09/yC66uLLoBoErimQlFrdrEkEBrYtAsCCawklh0TiLeoP+JI16ZORDycjqe1JMJoJZVG3FRPA0\n", "VloRCBpp6qmgjO5OkEixVAuZ6UyeeovNFGvNaASfTTO+Qs9mNKWv2aA2RF+WdCPcwXLn+dxoBIY7\n", "sqEdtD7BSiMM30ePMjDI8BTN4egxVHDHY2w3uFDmRIlMmk8Vwl5zYjya2xPDfLnI6WO8+SzmeUuF\n", "39/HHVdzwxwHq9xR4vA+0hf4vjV+dZS/vcwfDoa+0Ge3+VwLA6Fr9NkiL83ztmIE13qZnU1+tsbw\n", "GU4u8S8z/MgGHykwXwjrS6ue27JQkfefRoGfavEDnYG3v13iIyn+6Tq7MhxdeZ5NBnfxIsVzEQTe\n", "iv8g6hL/Db/whNu/Dz8h2A9b+DHhqfhCR41EJbLiRJLJTNA5U2IieFSsPzPCW3gczVaUi3Idx7BC\n", "K3j8/R1f4SpGKkjETmJLqIjONiPbTidpJWJ6t5iimQ6qaLPO0EZMF4+WGaizUmG9wYlbuKoSi/nm\n", "Bhs9wTIqpqgN01uib4ndWzyQYnMhNIMyd9CzHjuc3iMx2bzUQyXP3lVuLfHhNH3nmZqhfgMfORjD\n", "Y69/IAJDKRc7l1/YGYyj62rhHHZ4gls6XsOtTskkVedMZ9uUa7NcDGrqyTYPnad4gZFXcF8hBPMe\n", "TjC2yslF0UQZ5uGb+ck9HEizoxwaSY3xkL5+TtGK9794WblnJUGtHiWv890mcBfPGzzbIJDCr+FN\n", "ggx/Lz4oxlov4hReJ1LZt+K/CFrICx1V5me5rs6FQmTvE2I3MCF2Ay2xiGc7DKDhVtBJZ5rB9JlK\n", "kmpFQ7iUiGnZmQ5raCQRQnFzzfj/XeJ/Go2gghZxS5VEmWqZQ4kQX5toRpbcyIUOUHGO+iiFRvj0\n", "Dq5QGeF1G5Etz1R5U5vZEQpbXDfJuRq1Fit12mdIj9A/T3Kd9RFuTFHJcWCD392IHkd5jdRZri+x\n", "u0xymz+8PnwDGhm+6QhbNe4eZX2Aj03y0KnoHfyXXga2+Xc7w6fg4+MU8/zrWa6t8Z5e/lWazzzM\n", "+H5uadGoBSNJx+D9e4a5fpPaZDi8Hd/i5+dIDHLkCa5kzwlqfHiVwijXtLk/wWdnPT9ZQBd1zJu6\n", "yqAvOjzbIPByoX98pnP9vfhOjw8CX7zs93t05uJfBGgHrXG5xb4WrVTU8DdcUg8lVEFbiWAQzSSC\n", "/nk1rm4wn2EpGRo/o43g/7eTIeNwouM2Vk3HLuBYhokqa8lgB+UrMT08sB3WkSkdldJBGgXmR1l9\n", "OAbCcpNRT09Wgv+/NMFgLZqnsyPctR11+OwmP3iS39vBNQvhFTC/xnSG1hGa09y6k4U8y5tsVtmR\n", "4ktzFAa5foBzGe6ukN4Z8wEH1znWy/Y0yTLvS9PTR9+9/PtZfjXNP1lh9ygjayGod2aQ/ztDfZI/\n", "a3DDOi/t5b5FfvcxrurYY65vx/sgy+uTfMcyH+zj28shH52/wh+BEyv8XEmc/Lrnp1R1IWittwlx\n", "uD9YuMJzFF08z/Bsg8BOnL/s+gxe8VXu/3fwkWf5mN8oaAcHfLDO1Rs8NhQL9qaoTqRF7XpclHUK\n", "ogyTwnqK2U62v90O9cxqJ7tdTXNNi1tqnGjGsNhENo6RS8U8QK0Rjdm5Gq0c7TYrPWzkuX2FfTUO\n", "5/hfo2yPUu4N74F6PnYLB/tI9LN3NnoNx1vcMMu+0+E//JIKr9iOCeL3pTi4yIkBrjrIK+s8NspQ\n", "lvs6fYVXbfH+k/zyNtf1URyK13/7ed6+xe/18KkDvPEUfQ36z5LY5IuTTA6TmOX7KvyLRT6Q465r\n", "2LfOd1SCYfTfR5ld7pz3UvQjHodWaBvtbMVO4lPD8breXeBzRV+7TEOm8+Y1Pb0URflrPPbXEwm+\n", "c+rSXEMJ1UneXdKVrnjR4NkGga9la/sG/DBe8xS3v+uy3z/duXwjoxk1+M06pRSNJuvp2AkcEuWh\n", "HWJ6eEVQC6fF2jKJ1WSUjM4L+edSPUzar04wnqHSjIV2E5U6Y5mgg6aEI9gnssykokSUrzFZZU+a\n", "vjSFlQgo147GzmOrGfaRO7Y406anwmqBow2uO8JiLRRJ1yud6dsWj/QxXWVnkY8PRmAYbnG0PxrS\n", "ZyeZq/KqY8zu40/v5ocW+XA5Sj4D29zWiDJXoUVqneYMmxXe2OS9d/DtRQ6kKE/z5RnuOkE1xSs2\n", "eSjd8S1I8uUms18te63wgXWyQzHQ9p/TnF2LhvYrennnQR7Z4PBFitZXQ0f6+aVtPlfgU5vMLYv6\n", "20VfgLrnn1jdkyHJaOrxAnZ72y5JXnTx/MPrO5fnDM82CFwQ9JaL2K3jOPEE3IL/KnoCa09xrHc9\n", "y+fyfEOWfYc5tkVmnB3ZS+JwUyLrarhUTdsWzeIx0StYFeXZ/YkIIs0cGy02W7FwbibCJnIEu4tk\n", "eljKRxCR4tYq8y0axaB2pmo0B9hIcH+d8z3s62ciQakRzeP1OtV1ckvsbbGyxcNLVFZ5OMPUKPlJ\n", "LjQYTvClyXDpOnyMjV2M7+KaZAS3dJqbWmR3Ut3kgT0MnQ6fYTVeXuf4CHcPcLZO+iw/uMVdNf7n\n", "dQwO09zkWJ7bBzj8Bj6H6krw6/edj0B2b4FTi/GaXXS7epKF/Mgi79oSb8LZuO9P7OEntmOn9V+G\n", "+JkGs0/1+SQy58mQfv5kH9/dz8vHWO4N+ee3p7gej7R5/zyr28/qE3Tl0eRkhU/meFMlJpwfejFJ\n", "RSc6l28kraZPe3yC/NPP9oDPNgjcJwrY+wTP8R343ifcZw/+GN8vVrwXC9ps7AijlV7B+x8XFYRl\n", "keFfVAot+gqBxYhYx3pEkDjQoNyK5mqlFd7CxXZ4Bsynoymcy4Rx/FaGdJtyLUznx9vhoTuY5lyJ\n", "+fUoH5XFIn7zBRr97Eryv7OUNpnuYTTD6SQz2dAe2r3AW3rpuYqdVY7ui/5AOcubytw0TnmFdJl8\n", "L8f3USrxztOs55gvcrTNH+cZ3Rs0zYV+mqWwufzYoxF0fqUvTOPvWeKGPKdqvDTJS9bisfpHOJrh\n", "T85xcyO0jB5ZDirtP95Loc3nq3xm1pMPgZU7JzZFIcurGxEA4Fsq/GHv0weB/lSwk0ojfG8pvo/N\n", "Cov7+TsnuKMeTKDVSd5f8rxfYD4zR20qmu8rNe6c9bx/zs8FRvp4zWTobj2y9QTJkRcVnm0QaODH\n", "8TGRif22aAr/aOf238L/J1a33+j8rS4ayi901Enfwt6+6IVXRZZ/1iWNoJwoASVFfDwlAkRdBIMx\n", "SFDJxGKfSZNqBtf/eJZdlZgeLtWZqbNcid3ENY1Y3PtrEUBOpmm2GV0NU5aFZdKTnO2LktK5QS6k\n", "onewF5UBdj7GyDof6yM9SP+BKCfdsMGede4foDDOaw7x8HBIV5woMTBDboPtPCcTpKqMjIbb2USL\n", "G2p8zxbZrZCDXtpgaZOlbe7Lx+t1Ns7B9DXhm3xPkp2HyJe5r8jZ0+EtLIE8P7+Tn+xk3R/IsTzC\n", "4ScOYiW4dZK3DwSF9PczYU/5nZ2a/dEMc0+Xubc4WoxBs7Ro3M812N+Mj3iiQwkdbTOd6Lyxz/eF\n", "pfEiFLDr4ft28NPFeK/+Zx8/33ySz8yLAs/FnMCfdS6X47cu+/1HOpcXG/KRMa4OMtwTtfuPupTx\n", "j4mM/2GRnE6KQNHo3L7Rue96Mrj4OxKhP9QUtdudTW5qcj4TvgX1LD0JrmownGM7Q6tGoRiCb4em\n", "YpjshuXYXTwyRjoVdfyFFq9tsVihdyP0b1L93DvOrkWursbzG2rz4DRru0NMrr/OWB/14U5/9DwD\n", "Z7l7hMkihzZI72JijVeuhdzDWoPfafAdm6z18IVJfrTKbIMPNRhqBDvl3i+HbtGJPdxa5sfn+YN+\n", "FooulXzaMXh1/WVZ/y11Jns4fPl70cv+CV49wffNhY/xNTn+eY5Sb4j43VnjyOrTv633LfBL4ww0\n", "OJbjDRdCOuOebb6tc59P5nio5hvLgvHFEgCg49Z3cRf41jK/29cNAl0812iGEUqjEAyZlI4sROfm\n", "ho4tpNAOKohFfl3MAuxNRGnnkBCGSyS4sU0xiQQH04ynYiHPNSj2hB9AtU59IzyDV5qM16n105uL\n", "SdzxMj09fL4SzdtKKhRCr9oMj4GR3nAm62kwuRJG9EM1jk6RHwkGUaURvYfNPg6PRGnqoX0sDFEq\n", "U/88RwbY0ZGqHluJ5u9YH4uJKE39Ujaooe84zluL/PINvGuaAxe4p80HZ/k/lthqcW6Kd+5h4Qz3\n", "nva4mvVMjfvTvLlzDj/Tw8xli/lIH39vR8hn7M3xqSl65iJY7KjxC0txPtU8s6y9GT4FFjg9yJcK\n", "4YV8YoafnmCkwHyFLy64sgvrX4VPwgsFTU5c5t52OMva85G++3VBNwhcOdTI5qOGvpWJU90nykBj\n", "ojF8XHyHK4KnXRE7hkUxU5Bph5T0/kQYzacEFXSgzWAqSi5j9ZCArpVoFyj2hzBctREWkTN59FLu\n", "qJnWc9EU3l/l+nV2p2Ni+UKeXD1mFjZb9GaoVWMA7NEC7QxnM1TzjM5wzTbzU9xTJzXJ3rOhJrog\n", "dH4+8jlesoP8FLc0GBqKoPJAkuu3+N8ZmmdDEO83b2TXddy0yO1bXJ9m4Sb+n89jgyPn+MUc9570\n", "F7PrEr+zwPGxCEwPbXNs/dLNd4zww+XYaawOc12WL/ewmOTYor88d7/NzHpcLuIz55/67s8ZElw/\n", "zq0D4Rj358/WH+HFVAa6iDLvWWV9OL6Ln6tz34tyF0A3CFxJJEPnfrPGcDK+a4NiB3Ba9Anaoi8w\n", "IdairBgsa7aCeJVLcLBBM8NKO7L7mY6L2GiDeomTOeZLUW/f0YqdQHuIuTq5FjuaTJyjkuXRFscz\n", "IeCW3wqp6bn+2Gksb1BYYK5Fe53JxZgIXqwyvIubS5HB3zLHuS12rTDXG/MMrzvNWxfjMQ+1Qh5B\n", "iwfP8pIEH5pmsp9SkTc/yB0V/jQX5Z6x0QhIyWqUzmbTjDTJdKwvR9vc0QgP4qfCzDrv3RQn+UlK\n", "MNUEr63wkXk+vpt7ejl/gZlvQBnnHUP840H+bjESiX8zxc/Vfe3zCCluHedAR+n2E/N/iWN8A+PU\n", "Mv9hU+yonuku8AWJbhC4csiQ6YuJ33YiFviSyDy2hbx0WgSFlsj+p4XOULOz+OXbwf1fFj2CkTb1\n", "RBjVLCfivve3aPTGHEJhm1wu6JnX1MIPYCRJusXQPI+0mOlheJbGPtb62dqgVKGyTmud8S2WWtxb\n", "Dp7/SoqrazTXGciEttBMIXYLJzbYHBUmMCMcmGFjmFPpeFF7Jjg5znqL5mn+3wUO1oOF88gSkw1m\n", "+0KV9EyCm7c5n+cLCR4+Hw3Y22p8rof7t5DimsE4vce2PJ7K+BRf4k8U+an93F4NuYr7TvKZGd9Y\n", "9frLcF1vMJmI8tfLmwxm2fgaF/Bbx/nnvXxPKTyqf3Yn7znrxUMPpSuRgW4QuJIo0DdMPhVKnjuS\n", "sZCnREnoYhl6rxidON25rh1BYFAEj/VUDJRdBcmQkm62g1q5mulIShcpFoKaONhkf53NJAvZ0Plf\n", "6Anj+eIoN63FkFV7mOpQZ5J4k7kexkqhuz+eYTvN9iYHBzHCzlSUnc6NsVZGnRtXcZ4Lg7QmOHQT\n", "F84yUuTAjbxzLzfXY/DtA1v8y9NcleLEArNbtAeC1XT1Gi+/wB9dF4Fq7iSz53nXcLCDTi8zW+YH\n", "9/DOVmgn/f4Q7zvv0qL1JEyc4X7+5mRYOs7s4X9t8MjnfcMGAFio8nA/Bzuv4VSKjb/EYNeBvggA\n", "xLFeifdkvLiCQBe6QeBKosFWm+tTZBNxqqfE+nNxsDQnGsELYheQQ28iAkRVqIf2iOAwJhrFDeGk\n", "tZiiPxNqmHuqYeB+ZDzYQYtJBssU0zxQDrroWjrkqvvSjO9kIslMKySpswmGRxjc5tFlptYolNjX\n", "CG+C7S0+N4IhFhbJbDE9yNowvWd4bInsBvMp+h7mJqy9nRsu8E3z4ZGwNMEnm5ybQ4KXTvO9uWA1\n", "Lezmz1d57D4euqyhemKlM1qSZf8Y72jx8ioLKf5Wmgf7OVbizdMx+Xq2whfnfWXa9Y4xbuvjYKc0\n", "d80kf/BS7v+CSwHjmdA4O834v5LgkRYfgjbKHF7j1wo8UoihwQ+uiy3m14iNOo+mgykFZ7/Rhqa6\n", "eI7QDQJXDjXKh1n/5qB3TonGb9ml3gCxC8h2/jYuAkFR1LEHXRouWxB2jItY6shG5zOh9dMzyf4K\n", "pyrkVpkb5NpsaBFtJMhthdroSI3GAKnemAUo9XMwGzuGa1YZbbF/I0o4xwv0n2e8wtpQNIRvmA1p\n", "6eIEN59lvofKVZw5FfITjRVSEzG0NTHOWIuH8kzPRn9DqvOie3jNID+0Gc/twSx3Fx4fAPAVbv+b\n", "Blge5kM5jjeYanMoxXqZ7xnipxvcUA1q5v831eG9i2Z2ohAOby8px/OaG2B+ggvrETwm05wsPz54\n", "XI7hft44ETpOhypXwI3sqyHL9+ziW1JBGPjDIvfNced57rzoRvSXbGzfucDP7OBV2dBV+tMVT6+D\n", "1MULEN0gcOVQZnMpZJzrvZHxr4r1Y6+QilgUfx8WSVhTfNk3xLBYr/iO50WjuN2OpHBcUDuHWzRS\n", "lHrien6ZRE+UbkpJTrc7GXCKhZ3MrbCUDp/gyf4IOH2YzQVttJXj6I6o09eL0YydmQxjm3QPcxmG\n", "1klMcqqPvnm2+hjay8hdDIySvzpsLPevspRleJA/6+PD850XuJPrDrIyzh/Oc+NcNG0HnuSzOLCT\n", "l1/FVWu8bJX7X8nO+TCpX0kzPRJCejd0Fq83VfgfBb7Yye4fXGbftbw8ybksZ1pMbbOzwGsK0VA9\n", "+CTB4yvo4fXX84o0Pc1wZis1OhTRrwNeMco/aPO6jidpTy/39Yqm0rOlNFZ439lQU9V6Do7XxTco\n", "ukHgyiFNui9klcfawaLZI2YCDokBpSHR3GuJYLAp6v0z7ahAZJKXAsN6g10JhhKxwFcSoSWkRasV\n", "wWbfCgsH2CpFQ3k8GfMB2+nwC7CT1TV2LsX1tWSwifJpSu3wGCijv0Gjwj1T9FaoJjmwRH6OB9Ik\n", "U/Sf48ZZ5ndHD+CtZ/hcH71bsVP5vjN84Cq+MIpUeBvsfjv9E7x6nsUCCwXWMiHzcN+Kx+0CRiZ5\n", "28v5tiwbu/l0m8kaX07QKPHKBT6Z53QiqiEF0eBcbvpKWWNllT88RPsV3FSNKeXNdeZr/I3cpbr6\n", "myr8bu+l4HERg+O8uZ8fW2UjyR8Ph8qpr1MQGMhEI/0iptvig/FcoelFxQjq4snQDQJXDj30vyxU\n", "P3eJRX5W1PcTYuedF4FgXCxka22OdALAVoNcuiNK2SbVjoW7lIgyx1QijOQ3aqwlsMlmTzhwpXLB\n", "DporsJljd3/8z54avUXOjcdTXG5HApjJhET0WjsWnZccoTTAm/OxqGbLLCRITTOS5QslNndzZEdY\n", "WzrF3f30lzncYmOEzxd4rIf9C1F+etV5Hrg2Gtn7E3zXaf7zFHem+eISxSdo9txxLX9rmdY0r0oF\n", "0+pwhf41btoMuuxGiU+tkZ0M9cuH23xk9vHH2T7NpyuURxlucLjIuSXO7nl88JoMZ1MAABlxSURB\n", "VFi4SNMSb8yunjClT7X58xFa2eixLDzXLmRfBUc2ed8EP1iMyfFPJHUz9i6eY3SDwJVDnvFR9iSi\n", "7FIQonEFUdLpExLSO0RClhCyD3vbMaVbasQQ10SSa+uxE5jPheH8ZDJmC7YTnEmxWmHnJoXO9HBP\n", "JmYLMp2Fa3IpBN7OZUPRdLrNaD38hJMZCrPcuhguXoubnKiGoUymHMyivRtkJ8IT9+BGTC1PZKlW\n", "Q2PoWIKT15HqY3+BOy5wby9nRhnaze4cx3bHRPPA2RhIy2G8ylI9aKzFHo9b4AppvnmdP2iS7Ehn\n", "nDzFwQT/ZoT1Ne6cQ43fKLtk3PIk9fpTc8EL/wonvB3mKY2JkMh4oMUnOsFjuJ8fnuZbGlHG+uJ0\n", "yHCPNZjvZfnrKLE8s8EvJ/jkUIgH3jmjGwS6eI7RDQJXDu1gvqSTMfR0kcBREQtgUvQCzgjmT0ME\n", "h7EExUxo9WwIIbJyIko+Sw1kwqe31NkxTKZidqAwFVTPiVYs/slW8OJrVT49zMGFsJ1c7OGqdbKp\n", "mDDe3RMBYaQ/6KLVFTZ7Y5J3o0r/IuvXkqiSrrF7jdJoNErLA1FuuqPIh/vYf5Tr+kO99Mw6+bEQ\n", "0Hvdcpjd/OpBHpyPMtSpMf73IN/5KK8c5I9GePd5X2lOHjrHu/eztxRBYHGV2xZZnA6F07MbLvG8\n", "n4l+/xNuX9/kvz5J8PimCf5ZR1isusjn9jO3xlqLkTO8LhkOql8XtEPV9Ksqm3bRxbNCNwhcOXRM\n", "42ea9LWijr+Im4XSZ02UiM6KAJEUb0d/O1g19XR4Bgw2OgEgF/Xo4WYwfvo6DzPQDBnmfIvyUKiB\n", "7kuRqwRlM51idylE1apNjokdyEid65P0ZWj2MbrEw2mONqOXkczQNxnBoJFkoBKDYfc36C3ETmXn\n", "Fv1pDidJ5mkNR5C5dpbiGDuGw5f4/t6Qv66c4s6TjB1jIcm31Lm5yFST/7PF4WHumYvXdfI0/67J\n", "7h3kE+xdZNd0SF38owXeO84v1Z+lZv8Tg0eKcg/1KtoxY9G/RHk2ms9vqvGJnmfxeF108bxDNwhc\n", "OTRIbIQT1u5kUETbIuFsi3JOW2T0JxPRPJ7qmFyURCO53OJoOuQddogJ4ekStVzsEurJCBIj22En\n", "KRlN4MeSTBXCUH6lFTuHuTXq69Esnj3IUD/lAnNY6g9zkfWzXLtAtZ+3nObUVaSnaGwxfCaE3Bb3\n", "0bsevYnDSdLjQfHct8ZN5ZiB+M3bOdamt8xQjjuW+VKeQwu07uHzj7H7Km7by84MDyRoLdNz+QRn\n", "kzOnOXMGGa7ZxQ0lvnkrrDF700z1PXfGLWO9vG2aZi+/PM2rzpFr8vEV/lordi+/2MuXZp/+WF10\n", "8Y2DbhC4cmjhMq35pnCd2hIL5YLIyAcSXCey3TXRBG60Y2hsNBV9gnY76JrpRCh9rgs5inIztPHb\n", "ufjflSoDPWESvyPVafy2WJ9jbJNKmpn+mDTuEU3k0VRQVstFihfCe3dvnqN7WRugkGEszWouJCbW\n", "l9ixzkSa43u4doPBHrZy3NMiO0gyzXCJm8/wBRwdipmC4/NcWEaev5mlrxTB72UJfmkHd33pSc5j\n", "GzVKq7Qn+fwUN6RZzscuxHKcZzleO8FQhqPbHC9H03294unlAVIRAP59mXyJ3yny66OcOcmpc3wh\n", "x1CS9Zoul76LFxi6QeDKoUl7leV6lIUuykivi3JQVbDzDuLwRRMSbCXDgGW8zko27ntVIkpDQ63w\n", "Db6QiAV/ZzvKMuVsmMuncqE3tK9OuxEP0Kiw0WTpujj+UIl8lZF8Z3fSYqGP+WmKG2E4XyzwrUWO\n", "p8K8ZrtNdh/bdfacj91LKcnYFo1V9q5HGWVzJ7eUKJzj43lSg4xdILnAtUvcPs/+Sf5XOawuq5vc\n", "nww665G6aJZkxQl7wsI9s8nv7OTv9rNQZmOdf1jk9DR7U4zv4K+t8u1b/PK15Kq8dIUP4T0zvvri\n", "nQ7p7ov68v9gPfwA7rw42LEd71sXXbzw0A0CVw7VKFVsVEP6uScRm4O2cBDrKDybFT6/V+GcWANX\n", "kzEPMN8INc1MIlhFx9Nh+D5Z5YZEZPYDjTCPSdWZa4dsdQONRswOJFfCX3hnOZq/hR3RAB5ukWnG\n", "ENjeJpMJTk2HUFxrgY/kQphsbItUKRqpK3n2ZxjaxfEhlhY7JZ9N7t4TWkCbCbIlZHhsilKB6xfD\n", "6/jRHJOj/ECRXB/FoTCXf6zAVQV+4PZYbB9c4K5Tl5V6OpaQ2yvhczBU40eq/O4AbxnnLauxKyiO\n", "8e4M393kRIq3l9iV5cwId321Mk4jFFZPpmJ24O5seCd/I2sMddHFM0M3CFxRlB4j+ebIvIu5WJz7\n", "xaxRyiUp916XqhrDwkug0iaRigT2YeHqtd4JJlcnGcwEbXI5z/AmpRYbOSrJKMEkk9GMvdDgpjFG\n", "0lFOGqrHc6g2ojS0UzRv+4v0bvLIOJkJpo9QyoSsdbvNRIrNLNvD4e27M0HlANlqzBhsjDGaYGSV\n", "gSGmszyyyMIgB1dRDUezT07Qe4Fr6qwV+PBt9J/muyq8oxQ7jH87xNIBPn+CHT1873hQZz/Ww6eT\n", "vLHEXIq7hnn9Wsw2LLd4aZ37C0GlPdfPe7FVo/Z03P4m779AeZqdPREA7py7Ah+ILrp43qEbBK4c\n", "2qwdigV/f6cx3Id7RVa/WwSCE23WE7HwD4oqSDXBDamgj663Ylcw3orJ4asToaI53o4dxYO4vRwB\n", "Y3edvmzsEB7JhjDcDUOMZUNVdD1PORVU0/40861wVJr8/9s70+C2rusAf9gXEgS4iqSohZQXSbZl\n", "y1ZiqU5culO3kj3jpdOkS/KjTZdMpm0at5M2mdaNkuZH605ST0aTdCbutPZMMp6mHaV1bE8jOXbs\n", "KNotamlESRRJcV9BglgIEFt/nAeLkrmABEGAxPlmMHzAexe4Bxc859177jknCjsnwOWGWKWUeAzc\n", "AzYHOC0Qd0sR8mBKUjI7AE8ERmMw7IceH2zpAbdLZjtdPriaAPsEPNMD71dArBymYxJA9pwFDkxB\n", "fErqFUyYoColvpLLTihrgKdtsvbfvwnuHgFnCF6YhD+sgM8ZS2fn++BZm9RIaDfB8ToYGof/boRP\n", "98H9cfiBF/zZ1A2IwhvdyDat+WYAJmQKl0kBqxk3lTWPGoH8YYaWRpgJyrJIDaLkMjuDxhHF7zNJ\n", "XqDONISNDKIgBuIh4LJZZgBRk6SRmDYyiQ5GIeQGV0AUfMIqQWRlJrDGpWJYwg5b/FJD4GIFjDmk\n", "vGRtEhpDQBIuucHUBbF6wC1LOzuCcN0murAqJNs5U04Ys8CNMDSGoX4SvHVwIwjNFskc+n61pJi4\n", "3/CDXKiDY04jQC4FVp84xs/XwMwUdNvBPQJtbrhkhnonnNgIWwOy/LSrHHa6YH8CRjxwFtgyDa8O\n", "8UFpxUMPwO/6JK/+/8bgx5PwyTbZVfUzD9hCsKVMAtoWraCV2b41F0Yyu9+ukFiMt9Lw/X7UUays\n", "cdQI5A8bNNwrs4AqxBFs6FmCyN20DyNOKQ0JkyjOANCSlprCE0hKiZAJ/EYm0k6TKOVJp/gCqq3i\n", "0Ox2SXH5iEkicquA7o1wrQz2hCAVkLX3Tgs0RiEYg7ox+MgEnHZAeFLqATcHwWKFardsO+2bAbcT\n", "HkiJ4jYnoa1W0jP3RCG0HTx+CFXLzqU77OAPQuUE1DnhzTJ4aEKif81heDIBJ7fIrGjrFJysgePt\n", "4ht5rRE8MfitIWgKy+deiEOfDfZNw+s1cGkEPrdFvr+jUWgOQX1A9PffTcOkVxzYXqsYBqcF+ivh\n", "jipJTb1sXGIAvmT4KXbboL92lUpKKkreUCOQPyww1QRlm6DZKoo/AbQjm2AciCM4hpRg3IAEk/mR\n", "YLAk8gggSSODxrVW4H4z9NggnhTnrs8k8QEOm6xSuIw2bqC6Upakysfhruvia/CkwD0DrgTYbXBP\n", "BM47wVMPUQ9cTEq08ziylFTngEQMzHZIOSARkHX2mFkKzDzaJ/WDh+6CiA/2HodNMQh4JRnd5iTs\n", "nYaGBHRXwp1jcD0Bg9WSrbS5HC5cBnrh/noJXnOkpUJZ1yT0OeGwC95OwLNJ+JqRVfOQB97xwDP9\n", "8BMn/GgjmMvgzWHwVUNjBC6l4dPdsouoPwnTccTaLhWzzAAybE5AmX0Z77NamJAfS5o5U2QrimBZ\n", "/JJV4SDw1UJ3YoVxQ8sfw7Z6SNlE4U8gCrocUdZR5E6/GXEOh4xzA8guIYfxmgcxEjbAn4Z746Kg\n", "p5JGrWKLOIotRmlKV1oMxIa0ZAn1T4EpIY5j/wTccEl6aL8dxqskSM3VBE0pmZFUlcHgsGzhrCiT\n", "6mbJsNQpdleAuVqily1hSFuBGDx1DQaiUujljmHxAxyxwdkb0OCGWguMWOFkEiYdcG8CHgtIVG7n\n", "ZjEWpKFjAn4BnLPCO174iB3uS8F1M7zbA19Iwp2GUitPwct26HXATCOkXRBOQaNNIrUfGYQHJ+GC\n", "C2Y2wp/OwB4vDFhgLCJfutctxmxRRZkGnw/uTkuRnO+Vw+uT4C/GLJwW2NcIv1kLuyvF51SU/VRy\n", "5yA56s6VmAnsB15EDMpLwD/Occ23gANIKOzvAedW4HOLHY/k6J9OiGJv4KYfIFMMqh650+81Xo8j\n", "RmKzcXwF8SU0Gm2ciLP3tE2qhMUs4syNAw1mMTIzZkhaYTwB9RGJUzBbpO7AaACmnTDaCxP1klWz\n", "rkp2/TTZJCtpfwDuGoGBlHS4OQiDZpisgXQ5+KKwOQ3j2yBeBdZJ6PLAV4LgvA5Hj8PZnbDDB+WD\n", "sLMO/r0LTtdCuQX8k2CvhH314pS+WAcfHwGzGy4+DO0zMNUPP+uH5+1wICFpnD+TgIseOBuHA8Y6\n", "/Ak7+Hvhn5zwqWpoMcOfTEkVtb+tgQujQBrammDvAPyOkcBp2AvTNvh8GbQk4ZQFvj0kfoh5iUu8\n", "wWCdOMyvjkOHf+V+LivJPVXwBQd80pjxfL0Gno+yvBmQss7J1QhYgEPAryLezdNIdq3Ls655AtkE\n", "fyfwMPAdpKDpeiclu2GCFrmjb0SWZ+zInf0oEjVsMv72IQYg839qSUu1rgrjGp+85Qdtqy1gsUjE\n", "bQCJNI4BVdMQs4M/BZdSsCEkzuQrYdjUDiGvbIO0RsG8Aba5xMAE7FAVgdqI3ImnY7AtAiNpKE9K\n", "9LAjBpUhqftrqpB4hpoUjJdDsgXay8Wp3FoJ+/rAHYMTPvB74cQ5QxAbPL5LZkcDLlnOqjDB+83w\n", "CRMMeOS6b3qhYgL2zsqaWRuFb/vhWpV8p6dCcH1SvjhHGn5/QpacOk2wZ1SWjbbGYdMoPD4D/9Yk\n", "7zOQgFY7PGckZnscuFIL/xVkYedxFI70LPcHsXrUOOGhWcF29yXER5LNJiml1MjVCHwUKQLbbTx/\n", "FXiaW43AU8DLxvFJRJttQDTfeiYAwV5w7ZS1ZLtZtoBOI6JnikN5EVs6bTyq0jA1I4p3zAQ9DtmT\n", "X2aS6N6xtCwLbU1JSgiTVZZ8SEr0sDcOBMFrgdpx2VZqnYH7pmB3DK6UST3ZPQEYioHHDjtD8K4D\n", "Om0QjoE5BBWXIeKE6hlJ+dAHNNeDIyL+h3gIkmZJOb2rGzpSsCEFUz749SmpptYUhkoXVLiN7yQN\n", "VV74lRA0TYO9DG40wimn1Bh4bByO2uFJP7xbDT/0ww4nbI9L8NpFPwz64ZUAYlAySzgRMQg/rZBt\n", "sp1JqJ6EQADOByFQBu3b4DcC0GeF18rBOit2wA24MnWEF9tBtAboj8CJSjHiEaDNIjWFFeXD5GoE\n", "NiJrGRn6kLv9xa5pYv0bAaDhpxC9G8abYcIlid0cJohERelstUrt3foEXLZAKg7JuKy111tg85QU\n", "hhnzGUo4Js7fZkRXWdIwkoKpoLEUlITyKLj7JFjMMQmJQUhvhlQU2rzQ6IdRm+zNr+6VHS7RFNAH\n", "oQG41gnb01B1EcbLILQDYjaIX4au3ZD0QXRa0lJH3WAZkxxAzhm5O4+HoMsJ29KypbTdDZ2jN7+T\n", "FhMQkARw1iD0WGAoKmUo33ND04hseTUl4VgffLFCAs+ujkp+feDD2zjTcOYKHG6BR5NSU+GtOB/k\n", "766ZFkf2m1YwR+ATI/ANNxx2wq44vOWEswHWTaH1jgl40QHHjOytR0dZVjF6pRTI1Qhke9dkuu35\n", "XO0Ozjp+x3isZVLQfFoKsYfvg/AmuOaVdf2dfom8nXCJUUjGwGwUjokFpPDK1SZosUjE6/AMlJvE\n", "lTINWD3gmpG6tyNWcI5CcFyUZMc0NPZDwiHKORqDyAhUj0EqBh6f7KDpTklk78QwjDnBPwqJc/Dw\n", "AFwtg+dGoWEIvhiGHid8tQ++2w+DuySCOGyHpAd+7pL0DpEpSJsh0g9jdjjWIsno3j4PvbNuAs6E\n", "4dFJ6LZCzAFdnXD4BlxohHQ9PGyB//HCz7uBKFyO3jqxnJcI/EeHxBxEUtBnxEGAJH67OwjPGr6E\n", "77mhtx+eN0uK7b5xuLqecvan4MwAnMnsDtL0F+uHVuOxYtyunJfKXkR57zeefxm5m5rtHP4XRKG/\n", "ajxvB36ZW2cC6RXoS7Fhgn0bYddGiO6FSAP0pmQPu60CUi6odcGGcghXS7rmaA9ExmDzkFTvGrsX\n", "rCGIRiA5I7V8/V4wb4LmCjB5IJSAaDeET8H4L6CjCz7eIE5paqFhBHo9sM0HvxSGE3UwFgD3BLRV\n", "gD0MU9MSR9AUg66gxAbsrxOfRNskhBPwSI2I9ZOwGBbSsKEWnvSBzQlTLrgUhd3D0OeWrZ1d48i6\n", "121UemCf8X7Hx6RiGWbYWCPpoYdCRrbRlbozt8L+JokujgE/iMF7/ahyVNY+BdedVuA6sBXxeLYh\n", "+ZJn8wTwhnG8Fzgxx/usg3XYOTGLwquuQrb5uJAFfYecowYsO4HdiPO8jg+iyJwVxvUVyPaiCvBl\n", "XvOA+x5w7wZapIIXHm4WITcbn2Mx3s8KeMHXiKQldSNTkpX48ZRL8RjKjOeWWf0oJixIH8sozv4p\n", "ynIoCt15ANnL2IHMBAA+azwyHDLOnwcenOM9ikIQRVGUNca60Z3rRhBFUZRVJGfdqdNiRVGUEkaN\n", "gKIoSgmjRkBRFKWEUSOgKIpSwqgRUBRFKWHUCCiKopQwagQURVFKGDUCiqIoJYwaAUVRlBJGjYCi\n", "KEoJo0ZAURSlhFEjoCiKUsKoEVAURSlh1AgoiqKUMGoEFEVRShg1AoqiKCWMGgFFUZQSRo2AoihK\n", "CaNGQFEUpYRRI6AoilLCqBFQFEUpYdQIKIqilDC5GIEq4AhwFfgx4Jvjmk3A28D/AZeAz+fweYqi\n", "KEoR8QLwV8bxXwP/MMc19cADxnE5cAXYMcd16RXvXXHRWugO5JnWQncgz7QWugN5prXQHcgjrYXu\n", "QJ7JWXfmMhN4CnjZOH4ZeGaOa4aANuM4BFwGGnP4zLVKa6E7kGdaC92BPNNa6A7kmdZCdyCPtBa6\n", "A8VOLkZgAzBsHA8bzxdiK7AbOJnDZyqKoigriHWR80eQJZ3b+ZvbnqdZeFpSDvwn8OfIjEBRFEUp\n", "Akw5tG1HplpDQAPiAN4+x3U24EfAm8CL87xXB7Ath74oiqKUIteBOwr14S8gDmGALzG3Y9gEvAL8\n", "82p1SlEURVkdqoCjfHiLaCPwunH8MSCFOIfPGY/9q9tNRVEURVEURVEKSjbBZSAzhXbgGjeXmwAO\n", "An0U34xivv7O5lvG+fPIDqmltC00ucjXDVxAxutU/rq4bBaTbTtwHIgCf7nEtsVALvJ1U9xjB4vL\n", "9ynkN3kBOAbsWkLbYiAX+bopwvHLJrjMgjiJtyIO5TZuBpd9BfiL/HZxySzU3wxPAG8Yxw8DJ5bQ\n", "ttDkIh9AF2L8i5FsZKsF9gBf51YluV7Gbj75oLjHDrKTbx/gNY73s/7+9+aTD5YwfquZOyib4LKP\n", "IoJ3A3HgVeDpWedz2c2UDxbrL9wq90lkBlSfZdtCs1z5ZseMFNuYZchGtlHgjHF+qW0LTS7yZSjW\n", "sYPs5DsOBIzjk0DTEtoWmlzky5DV+K2mEcgmuGwj0DvreZ/xWoY/Q6Y//8r8y0mryWL9Xeiaxiza\n", "Fppc5AOJHTmKKJo/ylMfl0s2suWj7WqRax+Leexg6fL9ATdnrOtx/GbLB0sYv8WCxZZKrsFlCwWc\n", "fQf4mnH898A3EMELSbZ5O4r5jmohcpXvY8AAsuxwBFnffG8F+rUS5JJzZS3kusq1j48AgxTn2MHS\n", "5HsM+Awi01LbFopc5IMljN9KG4HHFzg3jBiITHDZyBzX9COZRzNsQiwgt13/EvDa8ru5YizU3/mu\n", "aTKusWXRttAsV75+43jA+DsKHEamuMWiSLKRLR9tV4tc+zho/C3GsYPs5dsFfBdZM59YYttCkot8\n", "UKTjl01wmRWJgNsK2LnVGdIw67rngO/npZdLY6H+ZpjtON3LTedNNm0LTS7yuQGPcVyG7F74tTz2\n", "daks5fs/yK2O0/UydhkOcqt8xT52kJ18m5F19b3LaFtocpGvaMcvm+AygANIyukO4MuzXn8F2fJ0\n", "HvghiyesWy3m6u9njUeGQ8b588CDi7QtNpYrXwvyw21DakkUo3yLyVaPrMsGkLusHiQP1nxti43l\n", "yrcWxg4Wl+8lYJyb28pPLdK22FiufGtl/BRFURRFURRFURRFURRFURRFURRFURRFURRFURRFURRF\n", "URRFURRFUZSV4v8B8Blp/tCHxGsAAAAASUVORK5CYII=\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.scatter(norm.sf(maxrun0),norm.sf(peekrun1), alpha=0.1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 40, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAXUAAAEACAYAAABMEua6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAD4tJREFUeJzt3V+MXFdhx/HvJmMrhCy2XNCu/0lrQSNhCTX0T7DaoCwF\n", "OW6FgCcoLyBa8dIHkColtvPCqg+Q+iV9aHlpFZRQlKqCEgUhpbZRVkFIJI2wG4i7+I8cKRvidSRQ\n", "nILUssr04Zzx3BnP7NzdnZlz77nfjzSeM3funTne3fubM+eeey5IkiRJkiRJkiRJkiRJkiTVxivA\n", "S8A54IW4bA9wBrgInAZ2F9Y/CVwCVoCjU6ulJKmUq4QQLzoFPBTLx4FHYvkwcB7YASwAl4HbJl9F\n", "SVJZV4Hf6Vu2AszF8nx8DKGVfryw3jPAkYnWTpIElG9Bt4GzwIvAF+OyOWAtltfoBvw+YLWw7Sqw\n", "f3vVlCSV0Sq53p8ArwPvIfSjr/Q93463YTZ6TpI0JmVD/fV4/wbwXeBeQut8HrgG7AWux3VeAw4W\n", "tj0QlxVdBt67hfpKUpNdAd633Re5E5iN5XcCPyKMaDlFt+/8BLceKN0JHIqVmOl7TVvuXUupK1Ah\n", "S6krUCFLqStQIUupK1AhI7OzTEt9jtA676z/LcIQxheBfwP+ijDk8dNxnQtx+QVgHfjrMhWRJG1f\n", "mVC/CtwzYPkvgY8N2ear8SZJmiLHj6e3nLoCFbKcugIVspy6AhWynLoCGs3uGEnavJHZaUtdkjJi\n", "qEtSRgx1ScqIoS5JGTHUJSkjhrokZcRQT6p1g5uTobVupK6NJG2V49SDNrTjzZ+JpJEcpy5JTWKo\n", "S1JGDHVJyoihLkkZMdQlKSOGuiRlxFCXpIwY6pKUEUNdkjJiqNeOUwtIGm4m0fu2E753lbS7Z/3O\n", "3PxnAttIysPI7LSlLkkZMdQlKSOGuiRlxFCXpIwY6pKUEUO9shy6KGnzHNKY1kbDE4c955BGqbkc\n", "0ihJTWKoS1JGDHVJyoihLkkZMdQlKSOGuiRlxFCvjBbcHJd+c8yiJG1KK3UF1LFOb5Y7/FzS5pVt\n", "qd8OnAO+Fx/vAc4AF4HTwO7CuieBS8AKcHQ81cxJ8UxRSRqvsqH+ZeAC3SA6QQj1u4EfxMcAh4HP\n", "xPtjwNc38R4NsT67+Uzv6ZqRpG05AJwFPkK3pb4CzMXyfHwMoZV+vLDtM8CRAa/Z5HBqQzvehpU3\n", "eq6/XOR8MVLmRmZnmVb0o8CDwNuFZXPAWiyv0Q34fcBqYb1VYH+J99BYFL8FrM+mro2k6Rt1oPTj\n", "wHVCf/rikHVGdQsMe26pUF6ON0lS1yLDs3dLvgq8ClwFXgd+DXyT0N0yH9fZS7f75QTd/nUI3S8f\n", "GvC6dr9MpPtlw+ck1d9Y9+v76fapn6Lbd34CeCSWDwPngZ3AIeAKg8fmNTlwDHVJWzX2UH86lvcQ\n", "Dp4OGtL4MHCZ0Hp/YBoVqxlDXdJWjdyvvUjG9PVd5GJQeaPn+sulLqwhKQ8js9Mx5FPhCUeSpsNQ\n", "n4qtnHBUhvPFSOplqNdaZ76YUZnuSUlSU9inPh0l+tG32qe+0TZerFrKjH3qktQkhrokZcRQl6SM\n", "GOoT0TOE0VEpkqbGKx9NRGcIY4fHJSVNhy11ScqIoS5JGTHUs+Ul8KQmMtSzVTzbVFJTGOqSlBFD\n", "XZIyYqhLUkYMdUnKiKEuSRkx1CUpI4a6JGXEUJekjBjqkpQRQ31seqbblaQkDPWx6Uy3a6ZLSsdQ\n", "l6SMGOqSlBFDXZIyYqhLUkYMdRUUR/C0bqSujaTN88LTKiheMHtmNmlVJG2JLXVJyoihLkkZMdQl\n", "KSOGuiRlxFCXpIyMCvU7gOeB88AF4Gtx+R7gDHAROA3sLmxzErgErABHx1lZjUMLupPUOHRRaqA7\n", "430L+DFwH3AKeCguPw48EsuHCR8AO4AF4DKDPzhynPWqDe14K5b7H5cpT3ubYf8HSRUzcr8s0/3y\n", "m3i/E7gd+BXwCeDxuPxx4FOx/EngSeC3wCuEUL+3dHUlSdtSJtRvI7S+14BngZeBufiYeD8Xy/uA\n", "1cK2q8D+sdRUkjRSmTNK3wbuAXYB/wF8pO/5UV/V/RovSVOymWkC3gS+D/wBoXU+D1wD9gLX4zqv\n", "AQcL2xyIywZZKpSX402S1LUYb2PzbrojW94BPAd8lHCg9HhcfoJbD5TuBA4BV4CZAa+bY+u9Igc9\n", "PVAqZWzb++UHgJ8Qgvol4MG4fA9wlsFDGh8mHCBdAR6YVMUqqCIBbahLGRu5Xw5qRU9DO+F7j1Hr\n", "RpjZsKPz856h92c/M+S5YeVpb3Pzd9HuXS+H35GUlZHZ6Rml2+LFpiVVi6EuSRkx1BuvZ9oASTVn\n", "qDfeOma6lA9DXZIyYqhLUkYMdUnKiKEuSRkx1CUpI4a6JGXEUJekjBjqkpQRQ12SMmKoS1JGDPWR\n", "Wjfonkffjo8lqZIM9ZGK0+u2AWZpxGQpxYm+/CCT6mIz1ygV0J0AC/K+hkTP/3N2ozUlVYctdUnK\n", "iKEuSRkx1CUpI4a6Sui5OpIHTqUK80CpSigeNAUPnErVZUtdkjJiqEtSRgx1ScqIoS5JGTHUJSkj\n", "hrokZcRQl6SMGOqSlBFDXZIyYqhrm4oXEXH6ACk1pwnQNnUuIgJOHyClZ0tdkjJiqEtSRgx1ScpI\n", "mVA/CDwLvAz8DPhSXL4HOANcBE4DuwvbnAQuASvA0XFVVpK0ffPAPbF8F/Bz4P3AKeChuPw48Egs\n", "HwbOAzuABeAyt354tKmPNrQLNzZZznWbQT+fWv1epTqayD72FPAxQit8Li6bj48htNKPF9Z/Bjgy\n", "jYpNSM3C1lCXMjZyH9tsn/oC8EHgeUKgr8Xla3QDfh+wWthmFdi/yfdRpfVc3k5ShWwm1O8CvgN8\n", "GXir77lRO7g7f1Y6l7fz1ypVTdmTj3YQAv2bhO4XCK3zeeAasBe4Hpe/Rji42nEgLuu3VCgvx5sk\n", "qWsx3sZqBngCeLRv+Sm6fecnuPVA6U7gEHAlvkZRnZp4NevrTr2NpAkayz52H/A2IajPxdsxwpDG\n", "swwe0vgwYdTLCvDApCo2JRUMzipvI2mCRu5j/S3oaWknfO/Navf+HGfoPi5Tbto2tfm9SnU0Mjs9\n", "o3Sg4syDklQfhvpAnZkHzXRJ9WKoS1JGDHVJyoihLkkZMdQlKSOGuiRlxFCXpIwY6hqj4uyNrRuJ\n", "KyM1UtkJvaQSOrM3AszMpqyJ1FS21CUpI4a6JGXEUJekjBjqkpQRQ12SMmKoS1JGDPWbnEN9vIpj\n", "1h23Lk2L49Rv6syhDl68ZxyKY9bBcevSdNhSl6SMGOqSlBFDXZIyYqhLUkYMdU2JMzhK0+DoF02J\n", "MzhK02BLXZIyYqhLUkYMdSVg/7o0KfapKwH716VJsaUuSRkx1CUpI4a6JGXEUJekjBjqkpQRQ12S\n", "MmKoS1JGDHVJykiZUH8MWAN+Wli2BzgDXAROA7sLz50ELgErwNHxVFOSVEaZUP8GcKxv2QlCqN8N\n", "/CA+BjgMfCbeHwO+XvI9pAGKFwN3OgFpnBbobamvAHOxPB8fQ2ilHy+s9wxwZMDrtQcsS60N7Xgb\n", "Vt7oObfZ+jZlfydS443cD7baip4jdMkQ7zsBvw9YLay3Cuzf4ntIkjZpHBN6lWhtDbRUKC/HmySp\n", "azHeSttqqK8Rul2uAXuB63H5a8DBwnoH4rJBlrb43spKC1iPH/ytt2D9XUmrI1XLMr0N3q+M2mCr\n", "3S9PA5+P5c8DTxWW/wWwEzgE/C7wwhbfYwKKB95oQ6tQVhqdaXjbwLrT8EpT8CTwC+D/gFeBLxCG\n", "NJ5l8JDGh4HLhIOnDwx5zVQhWsGDhG6zwcFQD5RKvUbuBzPTqMUA7UTv3e79mczQfVym7DaT3WYH\n", "oeVeVFwv2d+rVBUjs9MrH6lCildEAjNc2jxPDJKkjBjqkpQRQ12SMtKAUO8ZxihJWWtAqK/PmumS\n", "mqIBoS5JzWGoS1JGDHVJyoihLkkZMdQlKSOGuiRlxFCXpIwY6qqhngtSt7tlL1AtOUujaqJ4haTi\n", "bI63TPHrhTbUaLbUVRPFKyRJGsZQl6SMGOqSlJFMQ92ZGSU1U6ah7syMzdUCR8KowRz9osz0jIxx\n", "JIwaJ9OWuiQ1k6EuSRnJKNQ9OKqN9JyFal+7spVRn3rn4CiEswylop6/D/vala2MWuqSJENdGSsO\n", "b5SawVBXxpwvRs1jqKuBelrwHjhVVmoc6j2jXWyKaROKLfg24SCqlIcaj34pjmYAR7xIUq1b6tIk\n", "OJ5d9WaoSz16JoObxYBXzdS4+0Ual+Kl8oqcHEz1U4OWul+HNWllhj46Ykb1MKlQPwasAJeA49t7\n", "qeLXYUcpKJX+ETM9XTPtIWWDX1M3iVC/HfgHQrAfBj4LvH8C75OJ5dQV0JYUQ35oua8R0vOtc1T4\n", "L06o4nW0mLoCdTKJUL8XuAy8AvwW+Ffgk+N56RxP+15OXQFNTH+XTc+3TkZ8A12cUiXrYDF1Bepk\n", "EgdK9wOvFh6vAh+6dbVdj3fLv/40rN9RqNZbsP6uW7fpOXC17YpKk1X8e4Vyf7OtG4WQ/0rvvlB8\n", "rhVfH4bvL2qiSYR6yVb0m58bvtmOWbJqjUsbKY6+6XwQLMVbcV/ob9R0yv37ix8E9dHz+xnL72QS\n", "zd0jhL/GY/HxSeBt4O8K61wG3juB95aknF0B3jftN23FN14AdgLn8UCpJNXanwE/J7TITyauiyRJ\n", "kqRRHgPWgJ+mrkgFHASeBV4GfgZ8KW11kroDeJ7QVXcB+Fra6iR3O3AO+F7qilTAK8BLhJ/HC2mr\n", "ktRu4NvAfxP2kSNpq9P1YeCDGOoA88A9sXwXobuqycce7oz3LeDHwH0J65La3wDfAp5OXZEKuArs\n", "SV2JCngc+MtYbgG7hq047blffgj8asrvWVXXCC1TgP8hfALvS1ed5H4T73cSWqq/TFiXlA4Afw78\n", "M56M0dH0n8MuQoP4sfh4HXhz2Mo1mNCrERYI32CeT1yPlG4jfMitEbqlLqStTjKPAg8ShgErjL8/\n", "C7wIfDFxXVI5BLwBfAP4CfBPdL/ZVsICdr8U3UX4g/1U6opUxC5C98ti4nqk8HHgH2N5EfvUAfbG\n", "+/cQPvQ/nLAuqfwhYcqVP4qP/x7422Er21JPawfwHeBfgKcS16Uq3gS+T/hDbpo/Bj5B6Ed+EvhT\n", "4ImkNUrv9Xj/BvBdwtxSTbMab/8ZH38b+P101bnVArbUIfQTPkH4ut107yYc3Qd4B/Ac8NF01amE\n", "+7GlfidhimOAdwI/Ao6mq05SzwF3x/ISvWfoJ/Uk8AvgfwmTfn0hbXWSuo/Qb3qeMFzrHN2pFZrm\n", "A4S+wvOE4WsPpq1OJdyPo18OEf4mzhOG/Tb5RMbfI7TU/wv4dzYY/SJJkiRJkiRJkiRJkiRJkiRJ\n", "kiRJA/0/5P9mDICCh1AAAAAASUVORK5CYII=\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "maxcomb_cont, maxcomb_bins, patches = plt.hist(maxcomb, bins=100)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAXIAAAEACAYAAACuzv3DAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAGzdJREFUeJzt3Xu8lVWdx/HPPhdQlIuKoQIKXkickHRSsdE4aimopaah\n", "pmZFaTVmc2lGmUtRzUwzTVljzajjdNHMS6N2sdTymhreBYQUAwXhoIDcsyYB+c4fzxKOcA7nHM7e\n", "Z/323t/367VfPPvwuPmK+D2L9axnPWBmZmZmZmZmZmZmZmZmZmZmZmZmVnbfAZYCs7ZxzuXAXGAm\n", "cEhvhDIzs647mqKcOyryE4Hb0/ERwCO9EcrMzLpnBB0X+ZXAmW3ezwGGVDqQmZkVGsrwGUOBRW3e\n", "twLDyvC5ZmbWBeUocoDSFu9Vps81M7NONJXhMxYDw9u8H5a+tqV5wH5l+PXMzOrJ88D+2zqhHEX+\n", "U+Ai4EZgHLCaYpXLlvZj65F7vZqaXtarvxdqAAYDwxrZsO9wFo0eyfw/GUbrfnvx0rA9eXnwSOYz\n", "kvkb92ZhYz/+UFrDwD/+np1+/wf6/e41+q5eT/OqjTSsKKElzax/aQBrF7+FZa39eXUZsBxYXYJ1\n", "2xlwKv5z8Yap+PfiDZ3OcHSlyG8AxlP8D7AI+DzQnH7uKooVKydSjLh/D3xke5KalY9KwCjgcGDs\n", "Piw4bByPHHQQn9v1UJ7a8DZmaw+WNInS63+g36r/Y8dW4Ff9+d3sgaydAywAXgSW784KwYp8/ypm\n", "XdCVIj+7C+dc1NMgZttPDRTFfSRw7FBa3300Dza9n1tXvYsHBuzCqp1eo+/jfVj3WF/WPQnMBhaV\n", "4FX4Y9bkZtXGF0A3a8kdIJCW7fvHtBfoz0G378zaledxzdK7OG7BGvqvWE/jyo3wM8GlgsMEjWVN\n", "XDktuQME0pI7QCChujNUGKtG6g/6BGhaI+tXfoL/uvcFRjz6OqW1gjsEFwgOkK/FWG0J1Z2hwlg1\n", "0dtA/wlaOYIXbnuAo763EV4UPCz4sGBQ7oRmFRSqO0OFsejUDJoE+lWJ1xefz3e/vYb+PxKsElwt\n", "7+lj9SNUd4YKY1FpJOifQC/txisP3cJpV79OaYbgt4K/8Ojb6lCo7gwVxqLRgaA7QMv3ZPF/tbLX\n", "TWn0fZPgOJXvLmSzahOqO0OFsShUAk0GvQL69EKGjRe8ILhC8Jbc6cwCCNWdocJYBBoEuhE0axAr\n", "x6TlgksFp+VOZhZIqO4MFcZyUgl0Jmgx6FsvMOJIweOCe/XmfXvMLFh3hgpjuWhkmgufNYaZxwm+\n", "nkbh53v9t1m7QnVnqDDW21RKN/MsB01ZzYBj01z4tSr28TGz9oXqzlBhrDdpOOgXoMfHMv3tgssE\n", "iwUn505mVgVCdWeoMNZbdCRoCegfnmfkUMFTaUnhbrmTmVWJUN0ZKoz1Bp2clhVOFOwveF7wOc+F\n", "m3VLqO4MFcYqTR9OI/EjBIcKXhJcmDuVWRUK1Z2hwlgl6TOgF0EHCo4SLBO8P3cqsyoVqjtDhbFK\n", "0SWgeaB9BMcKXhEcnzuVWRUL1Z2hwli5qQT6PGgOaKhgQhqJj8+dzKzKherOUGGs3DQVNBs0RHBC\n", "KvF35k5lVgNCdWeoMFZO+kvQc6nEj0rTKX+WO5VZjQjVnaHCWLloMmgBaG/BIWkk7jlxs/IJ1Z2h\n", "wlg56AzQS6BRgrcKXhacnjuVWY0J1Z2hwlhP6UjQMtDbBYPTzT6Tc6cyq0GhujNUGOsJjQS9DDpR\n", "0FfwoODLuVOZ1ahQ3RkqjG0vDQI9A7pIUBJ8X3CzH8VmVjGhujNUGNseagDdCbocID3R5zFBv9zJ\n", "zGpYqO4MFca2hz4JehjUJBiblhkOy53KrMaF6s5QYay7tE/ayXC0oDltR/vR3KnM6kCo7gwVxrpD\n", "JdAvQZcCCP5ecKe3ozXrFaG6M1QY6w5NBj2RplT+JE2p7J07lVmdCNWdocJYV2nvNKUyJk2pPOZ9\n", "xc16VajuDBXGukKNoF+1mVL5kuAOLzU061WhujNUGOsK/R3oPlCj4Oh0C/6Q3KnM6kyo7gwVxjqj\n", "w0FLQcMEgwQLBCflTmVWh0J1Z6gwti3qn57yc3q6e/NGwTdzpzKrU6G6M1QY2xb9B+i7AIJTBc8K\n", "dsydyqxOlaU7JwBzgLnAJe38/GDgTmAGMBv4cCXDWKXp4LSr4WBBP8F8wbG5U5nVsR53ZyMwDxgB\n", "NFOU9egtzpnK5p3vBgMrgKZKhLFKUymtUvkkgOALgptypzKrc512Z2fLyA6nKPIFwHrgRuCULc55\n", "GRiQjgdQFPmG7qS0MM4C+gP/LdgX+HPgs3kjmVlPnQFc3eb9uWx90asBuB94CfgdMLGDz/KIPDT1\n", "B7WC3gkg+Ing0typzKzz7mxvCqRbHwD8HcWUSwuwH3AXMJai1Lc0tc3x/ellMfwDcDeUpqn4Zjwa\n", "mJQ5k1k9akmvshlHcSHzDVPY+oLn7bz5ien3AO9o57M8Ig9L+4GWg/ZMt+E/Kzg5dyozA8rQnU3A\n", "8xQXO/vQ/sXOy4DPp+MhQCuwayXCWKXoFtDfAwguEtzlnQ3NwihLd04EnqO46Dklfe1CNm+cNBi4\n", "DZgJzAI+WMkwVm4aD1oA2lGwi2CpYEzuVGa2SajuDBXGID267UnQWQCCywRX5U5lZm8SqjtDhTEA\n", "fRg0DVQSjBIs96ZYZuGE6s5QYUx9QItA4wAEN3m5oVlIobozVBjTeaC7AAQjBStU3AxkZrGE6s5Q\n", "YeqbSqDpoIkAgq8LvpI7lZm1K1R3hgpT33QM6BlQg2CgYKVgeO5UZtauUN0ZKkx9022gjwMI/lpw\n", "fe5EZtahUN0ZKkz90lvTk392FDQJXlT7d+KaWQyhujNUmPqlK0BfABCcKfhV7kRmtk2hujNUmPqk\n", "3UGrQEPSI9we09bbEptZLKG6M1SY+qR/K0bkIJgomK3i4SFmFleo7gwVpv5oCGgFaFgajT+uYr95\n", "M4stVHeGClN/9DXQ5QCC9wpmqvMnRJlZfqG6M1SY+qI9QStBe6XR+HTBqblTmVmXhOrOUGHqi/4D\n", "dBmA4DTBU95v3KxqhOrOUGHqh4al0fgQQYPgaT/9x6yqhOrOUGHqh74B+iqA4FTBEx6Nm1WVUN0Z\n", "Kkx90G5bzI0/Ijg9dyoz65ZQ3RkqTH3Q50FXAwjGC37rdeNmVSdUd4YKU/u0E2gZaBSA4A7Bx3Kn\n", "MrNuC9WdocLUPn0GdDOAYKxgsaBv7lRm1m2hujNUmNqmZtBC0GEAgusFf5s7lZltl1DdGSpMbdOH\n", "QPcACPZND1UekDuVmW2XUN0ZKkxt0+OgEwEEXxH8e+5EZrbdQnVnqDC1S28DtYIa04MjXhYcmDuV\n", "mW23TrvTmybVno8A10LpdWACsKAEczJnMrMa4RF5xak5PcbtjSWHtwguyJ3KzHokVHeGClObdAro\n", "IQDBYMFqwcDcqcysRzy1Umc+AnwnHZ8D3FaCNRnzmFmN8Yi8ovSW9DzO/mlflZmCY3OnMrMeC9Wd\n", "ocLUHv0V6HsAgkMF8/0EILOaEKo7Q4WpLSqBZoHGAwi+KZiaOZSZlUeo7gwVprboSNBvQSVBP8EK\n", "wT65U5lZWfhiZ524APjvYmqcDwCPlODFzJnMrAZ5RF4RGpQucu4OIJgmOCV3KjMrm1DdGSpM7dBF\n", "oBsABGPSdrVNuVOZWdmUpTsnUNziPRe4pINzWoDpwGzg/kqGsbY2XeQ8BjZd5Pxi7lRmVlY97s5G\n", "YB4wAmgGZgCjtzhnEPAbYFh6P7hSYWxL7V7k3Dt3KjMrqx5f7DycosgXAOuBG9l6/vWDwC1Aa3q/\n", "vFsRrScuZPNFzkkUFzkXZs5kZr2ssyIfCixq8741fa2tA4BdgfuAJ4DzypbOtkGDgFOBa9IX0soV\n", "M6s3nV0U68p0SDNwKHAc0A94GHiEYk7dKucM4G4ovaLim+l+wM8zZzKzDDor8sXA8Dbvh7N5CuUN\n", "iyimU/4vvR4AxtJ+kU9tc3w/HV8Ytc6dC3wjHZ8D3FiCDRnzmFl5tKRX2TQBz1Nc7OxD+xc7DwTu\n", "prgw2g+YBRzUzmf5YmfZaG/QclDftEHWPMFhuVOZWUWUpTsnAs9RXPSckr52YXq94bMUK1dmARdX\n", "MowB6FLQlQCCcYLnBKXcqcysIkJ1Z6gw1Usl0G9ARwEIviX4x9ypzKxiQnVnqDDVS28HzQc1CJoF\n", "ywT75k5lZhXjTbNq0DnAD6C0ETgemFuCFzJnMrM64RF5j6kRtBg0GkBwg+BTuVOZWUWF6s5QYaqT\n", "jgM9CSDoL1ijjrdEMLPa4KmVGnM+8P10/AHg/pK3RDCzXuQReY9oAGh1m33HH1Rxi76Z1bZQ3Rkq\n", "TPXRZNCtAIL902qV5typzKziQnVnqDDVRw+C3gcg+JLg67kTmVmvCNWdocJUFx0AWgJqFjQKFqrY\n", "z8bMap8vdtaI8ynWjq8HjgGWl2Bm5kxmVoc8It8uagQtBI0BEFynjvezMbPaE6o7Q4WpHnoP6AkA\n", "wUDBaq8dN6srnlqpAR9i81OAzgDu9dpxM8vFI/JuU1/QKtAeAII7VTyb08zqR6juDBWmOugk0AMA\n", "gl0EawU7505lZr3KUytV7nTglnT8XopplVcz5jGzOucRebeoOT3ObTiA4CeC83KnMrNeF6o7Q4WJ\n", "T+8BPQqbdjpcKxiUO5WZ9TpPrVSx04Gb0/FJwEMlWJ0xj5mZR+Rdp8Z0S/6+AIL/FUzOncrMsgjV\n", "naHCxKbxoOkAgn5+gIRZXfPUSpVqu1plAvCEbwIyswg8Iu8SNYBa2zyX83o/l9OsroXqzlBh4tIx\n", "baZVdk57q+yeO5WZZeOplSp0DvCDdHwqxWqVVzLmMTPbxCPyTmkH0ErQUNi0t8rZuVOZWVahujNU\n", "mJh0OugeAMGQNK2yU+5UZpaVp1aqzLlsnlY5C/hpCX6fMY+Z2Zt4RL5N2gW0BjQQQPCY4ITcqcws\n", "u1DdGSpMPPo46H8BBKMESwRNuVOZWXaeWqkibadVzgFuLMGGjHnMzLbiEXmHNBy0AtRXUBLMFRyW\n", "O5WZheAReZWYBPwISq8BhwIl4Im8kcysWrjIY5gE/LDtccl/gzGzgFxM7dII0CugpjStMl8wNncq\n", "MwvDUytVYBJwK5Q2AO8A1gFP541kZtWkK0U+AZgDzAUu2cZ5h1Gssnh/GXLVk0nATen4TDytYmZl\n", "1gjMA0YAzcAMYHQH590L/IxiL+32uJy2ov1BS9tMqywUjMmdysxC6fHUyuEURb4AWA/cCJzSznmf\n", "pni+pHfp654PALekaZUjgFeB2XkjmVm16azIhwKL2rxvTV/b8pxTgCvSe4+8u67ttIpXq5jZduns\n", "FvCulMo3gEvTuaX0sk5pFDAEeEjFN9RJwPF5M5lZNeqsyBcDw9u8H04xKm/rTymmXKB4QPBEimmY\n", "n7bzeVPbHN+fXvXqTOBmKL0OHAWsKsEzmTOZWX4t6VU2TcDzFBc7+9Dxxc43fJeOV614ymATlUBz\n", "QOMABFcIpuROZWYhddqdnY3INwAXAb+gWJnybeBZ4ML081f1JF0dO4RiFdCjKr5BnoH3VjGzKuAR\n", "+Sb6KuhLAIKTBA/lTmRmYYXqzlBh8lEjaDFoNIDgesGncqcys7BCdWeoMPnoGNB0AMHOgjWC3XOn\n", "MrOwvNdKQB8Erk/H7wN+XfKNVGZWJTwiR33TAySGAQh+puJpQGZmHQnVnaHC5KFTQfcDCAYLVgt2\n", "zhzKzGLz1EowZwE3pOPTgTtLxf4qZmZVoc5H5OoLWg0aAiC4Q8Vt+WZm2xKqO0OF6X06ATQNQNBf\n", "sFYwIHcqMwvPUyuBnAL8JB1PAKaVYG3GPGZm3VbHI3KVQK2gAwEE1wk+mTuVmVWFUN0ZKkzv0p+C\n", "ngMQNAtWaut93c3M2uOplSBOYfO2vkcDz5eKLYLNzHrMRd472s6Ptz02M6sqdTq1opGgZaDG9IDl\n", "+X7Aspl1g6dWAngv8LP0JKAxFP9R/IBlMysbF3nlbTWt4gcsm1m1qsPy0pB0N2c/AMEswbtypzKz\n", "qhKqO0OF6R26GPR9AMHBgoXy34LMrHs8R57ZOcAP2hxfX4KNGfOYmfVInY3IdQBoKahJ0JBG416t\n", "Ymbd5RF5RmcDN0FpA3AUsLoEszJnMjPrkToakatU3JKvIwAEVwkuyZ3KzKpSqO4MFaay9A7QPFBJ\n", "0EewXLBP7lRmVpU8tZJJushZEjAReKYEL2bOZGbWY3UyIlcj6GXQKADBDwUX5k5lZlUrVHeGClM5\n", "OgH0GIBgUHrA8q65U5lZ1fLUSgbnA9ek40nA3SVYmTGPmVnZ1MGIXIPSLfm7AQimCU7OncrMqlqo\n", "7gwVpjJ0AehmAMFbBUsEzblTmVlVC9WdocJUhn4NOhlA8M+Cr+ZOZGZVL1R3hgpTfhoFWgJqFjQK\n", "FvmWfDMrA1/s7EXnU6wdXw8cCyzzLflmVmtqeESuRtBC0MEAgusEn86dysxqQqjuDBWmvPRu0JMA\n", "ggFp7fjg3KnMrCZ4aqWXTAa+l47PAu4pwfJ8cczMKqNGR+TaLa0d3wVA8JhgQu5UZlYzytadE4A5\n", "wFza3471HGAm8DTwa+DgSoaJRZ8BXQcgGJseINGYO5WZ1YyydGcjMA8YQXFzywxg9BbnHAkMTMcT\n", "gEcqFSYWlUCzQC0AgssFU/NmMrMaU5buPBK4s837S9OrI7sArZUKE4uOAM1N+47v6H3HzawCynKx\n", "cyiwqM371vS1jkwGbu/C59aCjwHfTvuOnwY86X3Hzay3NXXhnO6MpI8BPgr8WQc/P7XN8f3pVaXU\n", "HzgDOCh94WPAFfnymFmNaEmvshrHm6dWptD+Bc+DKebS9+/gc2psakWTQT8GEOwvWCbomzuVmdWc\n", "snRnE/A8xcXOPrR/sXNvihIfV+kwMagEehx0EoDgK94gy8wqpGzdORF4jqKsp6SvXcjmR5j9D7AC\n", "mJ5ej1UyTH46Mj1cuUGwU7rIuW/uVGZWk0J1Z6gwPaMbQH8BILhA8JPcicysZoXqzlBhtp+GglaC\n", "BqpYrjJbxW6HZmaV4L1WKuATwPVQWkOxSgfgvox5zMx6TQ2MyLUDaCnoQADBjwUX5E5lZjUtVHeG\n", "CrN9dD7oTgDByHSRc6fcqcyspoXqzlBhuk8l0FOgEwEEXxN8JXcqM6t5obozVJju00TQ7LTkcHfB\n", "SsHw3KnMrOaF6s5QYbpHJdAjoEkAgn+Vb8c3s94RqjtDhekenQB6BtQoGCxYoeJuVjOzSgvVnaHC\n", "dJ1KoGmgswEE/yK4KncqM6sbobozVJiu03tAz6bR+G5pND4idyozqxuhujNUmK5RCfQQ6BwAwT8J\n", "rs6dyszqSqjuDBWmazQBNCeNxod4cywzyyBUd4YK0zk1gX4Deh+A4CrBZblTmVndCdWdocJ0Tp8C\n", "3ZOexzlGsFTF80jNzHpTqO4MFWbbNCjtqTI27XB4l+Ci3KnMrC6F6s5QYbZNXwNdDSA4WfCsoDl3\n", "KjOrS6G6M1SYjml/0HLQHoJmwRzBiblTmVndCtWdocJ0TLeCpgAIPi34haCUO5WZ1a1Q3RkqTPs0\n", "HrQAtINgl3SB8225U5lZXQvVnaHCbE0NoCdBZ8GmbWqvzJ3KzOpeqO4MFWZr+hDo4bTccP9088+Q\n", "3KnMrO6F6s5QYd5MO4FaQe8EENwqmJI7lZkZwbozVJg30xdANwEIjhG8KNgxdyozM4J1Z6gwm+ld\n", "oCWg4YK3CBYJTsqdyswsCdWdocIUtAdoMWiCoDHdwfkvuVOZmbURqjtDhUmbYt1XTKuA4AuCewVN\n", "uZOZmbURqjtDhQF9GfTLtEXtBEGrYI/cqczMthCqOwOF0adAL4B2FxwuWCY4KncqM7N2BOrOMGF0\n", "XlpquG/annaJ4L25U5mZdSBIdxYChNFpoJdBBwkOECwWnJU7lZnZNgTozs0yhlED6GLQMtChgnen\n", "ZYYfz5fJzKxLXOSgUekByg+dxG2HCq5ON/xMyJPHzKxb6rnI1Qj6bNpb/OJ1NJ0kWCi4UjCgd7OY\n", "mW23ei1yHQR6FHTfuVx7iOAawXzBcb2XwcysLOqtyNUP9DnQKw1s+MR6Gs9OFzQvF+xc+V/fzKzs\n", "ytKdE4A5wFzgkg7OuTz9/EzgkEqG6eCjG0DngxaBfvhzJr5f8KjgCa8PN7Mq1+PubATmASMoHj48\n", "Axi9xTknAren4yOARyoVpp2PHJnmwZ/enaWP/oL3fFFwR5oLP1fQUP5fsyxacgcIpCV3gEBacgcI\n", "pCV3gEA67c7Oiu5wiiJfAKwHbgRO2eKc9wHXpONHgUFU7IEM6gd6N+ifG1n/xOE8+tQ3ueiMl9jz\n", "taUMGX08d40BrgPeWoLrSrCxMjl6rCV3gEBacgcIpCV3gEBacgeoJp1tEDUUWNTmfSvFqLuzc4YB\n", "S7sXRY3AbsDgJtYPOITpexzA3L0aeX3UBpoOBPbdlW/tfSQPrzqMx9eNZP6uTWxYWIIngPuAX5bg\n", "d937Nc3Mql9nRd7V6ZAtnzLf7j83jXGrKf4W0NjI6w19ea2hL6819GFdQwMjGvqwbmMf1mkgaxpe\n", "o+/GtQx4bR19Xm1g4+od+OOygayZ1pd104HZwNMleKWL+czMataWBbylccBUNt88M4ViuuLf2pxz\n", "JXA/xbQLFBdGx7P1iHwesN/2RzUzq0vPA/v35AOa0oeMAPrQ+cXOcXR8sdPMzDKZCDxHMaJ+44HE\n", "F6bXG76Vfn4mcGivpjMzMzMzs237DsV8+azcQQIYTrHC5jcUF2wvzhsnmx0olqrOAJ4Bvpw3TgiN\n", "wHTgttxBMlsAPE3xe/FY3ijZDQJuBp6l+P9kXM4wR1Pc7ekiLx4l9/Z0vDPFlNWW1xzqRb/0YxPF\n", "dZV6vwP3r4AfAD/NHSSz+cCuuUMEcQ3w0XTcBAzs6MTeuPPxQWBVL/w61WAJxSgU4FWK77R75YuT\n", "1R/Sj30oRqMrM2bJbRjFooH/ofOVZPXAvwdFaR9NMaMBsAFY09HJUW9hrwcjKP6m8mjmHLk0UHxT\n", "W0ox3fRM3jhZfR34G+LeidybBNxNcaNfPT/4ZSTFfTLfBZ4Crmbz32KzGYGnVtrameIP6qm5gwQw\n", "kGJqpSVzjlxOBv4zHbfgOfI904+7U3yjPzpjlpzeQbEtymHp/TeAL3Z0skfkva8ZuIViT5gfZ84S\n", "wRrg5xR/cOvROyn2K5oP3AAcC1ybNVFeL6cfXwF+RLHfUz1qTa/H0/ubCbC0ewQekUMx93ctxV+l\n", "69lgiivyADsCD+CHfkBxR3Q9j8j7Af3T8U7Ar4Hj88XJ7gFgVDqeypvvqO91NwAvAa9RbK71kZxh\n", "MjuKYh50BsXyqunU57NDx1DM+82gWGr2N3njhDGe+l61MpLiz8QMiuW5U7Z9es0bSzEinwncyjZW\n", "rZiZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZlZFfl/YUU97e7kWKgAAAAASUVORK5CYII=\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def maxcomb_globalp(z):\n", " return 1.*np.sum(maxcomb>z)/Nexpt\n", "\n", "def maxcomb_globalp_array(zarray):\n", " temp = zarray*0.\n", " for i, z in enumerate(zarray):\n", " temp[i] = 1.-1.*np.sum(maxcomb>z)/Nexpt\n", " return temp\n", "\n", "\n", "maxcomb_cdf = np.cumsum(maxcomb_cont)/Nexpt\n", "maxcomb_global = norm.ppf(maxcomb_globalp_array(maxcomb))\n", "plt.plot(maxcomb_bins[:-1],maxcomb_cdf)\n", "plt.plot(maxcomb_bins,maxcomb_globalp_array(maxcomb_bins),c='r')" ] }, { "cell_type": "code", "execution_count": 59, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAXUAAAD7CAYAAACVMATUAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAH75JREFUeJzt3Xmc5GV17/FP9d7V2yxsMwwwiCirIKvI1qJEQIjgHlTA\n", "kKtXRXiBIhgXRg1GTQIxejHGoIAKRhS9LIIh6ghXbzBe2RUuILssKjDD7N1VJ388p+ii6emu6a7u\n", "51TV9/161YvurmL61G9mvvP0+T0LiIiIiIiIiIiIiIiIiIiIiIiIiIhkV5iD73ELsMccfB8RkWZy\n", "K7Bn7iImYrkLqNGy3AXUaFnuAmq0LHcBNVqWu4AaLMtdQI2W5S6gRstyF1CjaWVnW72rEBGRfBTq\n", "IiJNRKE+ZnnuAmq0PHcBNVqeu4AaLc9dQA2W5y6gRstzF1Cj5bkLaHSN0lMXEYlEPXURkVanUBcR\n", "aSIKdRGRJqJQFxFpIgp1EZEmolAXEWkiCnURkSaiUBcRaSIKdRGRJqJQFxFpIgp1EZEmolAXEWki\n", "9Qr1duBm4Ko6/XoiIjIN9Qr104DfoB0ZRUSyqkeoLwGOAv6VuTnzVERENqIeoX4+cCZQrsOvJSIi\n", "M9Axw///aOBJUj99eJLXLav6eDk6eUREZLxhJs/ROfEZ4GHgfuAxYDVwybjXqM8uIrLpsmfnoUw8\n", "+yV7YSIiDWha2TnT9ktdihARaTI9wMnQtgjKNwI/yl1QPSnoRaSVdMHAzfCaNfCJMmy1GnrOmMav\n", "EzY7wxYmIjILjoO9noWygRncb9Cxnk2fbTit7NQ2ASIi9TUESxlbtrM1YB1AZ7aK6kwjdRFpJQdC\n", "7wb4rsGDBievh8EbpvHrhM3OsIWJiNTZS6B3BRw3CtsYFM0Dff40fq2w2Rm2MBGROirAwHfgk6XU\n", "SzeDfzaYf/00f70QUxpFRFrRAAxeC4UDYPuqe5XbAW3zslU1SzRSF5FmUgSOAd4AeGAPXgTHr4NL\n", "DHY0+JXB7QY7rYLu06f5fcJmZ9jCREQ20QLovxf2WQkHr4TiE8BSmH8P/Ke3XL5osNhgYB30nsP0\n", "d68Nm51hCxMR2TS934ITy2Nz0D85CkNXwrzr4NzR9LWywZvXQtenZvjNwmZn2MJERGqwN8z/OQzd\n", "C0Ol1GKp3Aj9qcGC24Dt06h9/xWw80oYuA3on+H3DZudYQsTEdm49hNSW2VeCU4qwxcMtjU4yGCF\n", "wTqD1xn0VXamHQJeB7wG6KpDAWGzM2xhIiIT6IeuX8MCg+sM/sNgB4O/sTT3/K8Megx6DfpKwOJZ\n", "qiNsdoYtTERknCIMrEiBvsjg1QarDC43ONrgDQYvNXjfCCxaBX3nzmIt08rOuThT1Obo+4iI1KoN\n", "2Ic0PXEE5n0Byoug3AeHDcH3SLF1AmkgviNwIfDYGvj9FVC6g3Ti27/PYo1hs1MjdRGJZB8YeBoW\n", "l+Cla6G3DBeW4Q5vs3y/6kboVQa7GxRLUPx3KLxtDusMm51hCxORlrEAeAv03ABDBtsb/MHSTJZj\n", "q0L8NIO/MCj51MQTDPo3AIdkqDlsdoYtTESaUjdptecl0PMk9D4FxfWwbwlebLCvwYkGBxj8m8HB\n", "Njbv/G6DPl8Vur1B3yhpH90cwmZn2MJEpNkUzoHuchqNz/MA39LgSx7aowZHWpqe+CJfzr/E4NgS\n", "/L3Bdmug70noXAd9dwEvzfhmwmZn2MJEpGkUoP2XKcgPNviJwdUe6PN9BF5psXzW4HSDhR78feuh\n", "8Gkofhl4U+43UiVsdoYtTESawjHQuT4tDLrG4BsGm1vai2Wx3/z8gPfJ/2Swm8GeBoNl6PwjsCT3\n", "G9iIsNkZtjARaWg7QN8aGPDR+PKq0fjnDN7hi4T6DQZK0LcBukow8CB0X0Ca0liPlZ+zJWx2hi1M\n", "RBrOIuBS6PtTCvNTLG1x+2Jf/VkJ9U9YOnWocxTaLgMO9f93KG/5myRsdoYtTEQawrbAj6F7FLp9\n", "5P0pX/FZmbXybYPNDL7qPfNeg+7HCbp4p0ZhszNsYSIS1iHAjdCzKgX0oZZmtBztrZXfe8vlWQ/1\n", "Ee+jD3noc0XuN1AHYbMzbGEiEs6x0LUBOiztv7KDj8LLBu0G7zb4vAf5Xxnsb/CPlvZo6TcoPAYc\n", "nPtN1EnY7AxbmIhk1w6cBm2PpR54v4f5LgY/8tH3ox7i+xic4W2WrxhcZqmvPmjQVQaOyP1m6ixs\n", "doYtTESyKAJPQVs5jciLHth7GexscKbPH/+xwTH+edngRg/xSpAPlYBfAu8GOvK+pVkRNjvDFiYi\n", "c6ZA2tWwBF2WluIXPZz/2saOgfsfBh8yeIm3Xv7Ng77H0j8AfWVSkO+X9+3MibDZGbYwEZl110C7\n", "B3m/wdbeUtnDFwJt7iPyylTEbxm80Vssu/vN0IEytD8ELMv9ZuZY2OwMW5iI1F0BeCe0rU6j8D7v\n", "kRcN/szSqs4PGiw1+Lrf6DzaYL2lwygO9uf6DNrLwGdyv6GMwmZn2MJEpG4OAh6ATktzyXfx1snH\n", "LS3Vv9SD/ScGt/jX/sFH5X3eXumqtFfuIC0WanVhszNsYSIyIwXgzrFQ7vGphUWDh6paKm83uMDS\n", "YqEvGSyzNJ98ibdkuA/4GDA/79sJJ2x2hi1MRGrWBvxfYEM6KWioBG0e5Ht5iD9gsLcH9aNVoX6i\n", "wcd8BL+Nj8xZD/wLsfdeyS1sdoYtTESmVADWp1WdXTa2YvNQH5FvZ3BlVYBfbrCTpX3Mrzb4jId4\n", "r0GhDNxN2khLphY2O8MWJiKT+loaXfda2jBrM5+pckZVuG9nadl+JdQ/afBaD/x5luaUswp4Te43\n", "04CyZec2wE+BO0k3OE4d97xCXaRx9ADrUmuly6cUVvrj/2GwhcFdVYHe7wH/ToO3+D8A/QaUgLdm\n", "fi+NLlt2bgXs6R/3k3682rnqeYW6SGxbAo8CPrJe4tMMuw2OqhqFm6XTgj7jQV4J8GJ1e+XzNPbO\n", "iJGEyc4fAK+u+jxMYSLyPF8FyqnnPc9vem5hsNoD/DIP74f98x9X9cc7y9C2Jm2+xePA4szvpRmF\n", "yM6lwIOkEXtFiMJE5DkPj/W8Fxh8xNIS/Se8pXKNjS3b7/LX7eJhTgnYKfcbaBHZs7Mf+BVw7Liv\n", "Zy9MRBgESmk0XjQ4y+BnBm8yGLaxwyY+ZOk8TzP4grdXBiuB/v3cb6LFTCs769X76gSuBq4F/nHc\n", "cwZ8surz5f4Qkdm3EHgSBtpgBCiTboHd5E+PApsDvwEWAAcCt5F2xO0gLd3nEuCkuS27JQ37o+Ic\n", "Mt2fKJB+08/fyPMaqYvMvQvSjctBGzv+7QZLG2i9vGpkvtpH4XtaWvE56CN5VgK9ud9Ei8uWnQeR\n", "/vm/hbS15s08f7N6hbrI3NgFKEHBZ67s7vPGt/IAf9ZvfO7hUxAvNjigcuPTSEP57szvQcaEzc6w\n", "hYk0gQKwYWy15xZ+s7PP0lL9x/3rT9nY1ra9ljbUGvIboZyX+03IhMJmZ9jCRBrcSArvPoOTDb5m\n", "ae+VDxsca2OHT3zQYEdL+6+8rNJeKZN6thJX2OwMW5hIgxoBfMT9Vks7I1YWBz3prZeLLZ0e9EuD\n", "v/UReUclzBdkrl9qEzY7wxYm0mBWplH5gKV9WN5pcImlPckrob7aA/xwH5EP+YMS0Jf7DcgmCZud\n", "YQsTaQBvBEpje7EstHQM3HkG7/Ke+SJLB07c6GE+4DNeKAPXZK5fpi9sdoYtTCSwC4Hy2MZZS/3m\n", "Zp+lU4QeMtjS0j4sX/QbpJWl/pTQdMRmEDY7wxYmEkwBKI3tfFi0dMBE2R/vMniV3/Q0g8/7qHye\n", "QVsZeG3uNyB1FTY7wxYmEsQFQDmFeNHgbwy+4q2W71f1y6822M3Sdrgv9te2G2nLa2k+YbMzbGEi\n", "mV0K+KrPAQ/rE2xsoVCfwRsMRvxxnKUNuJ6byfJE7jcgs2pa2dlR7ypEZErPQPtQuo9Z8Md2pC2U\n", "KvqBjwPnkrY7N9I+LasNyg+RdkQVeQGFusjcKAIroas9/bU7xL98G3AYcBUp3B8FPg3sClwMrAXW\n", "AKUSaQl/aY7rFnkBtV+klbUBo6n3XTTYy+Ccqj752QbH+0Kil1nag2Wo+ubns7nfgGQzrexsq3cV\n", "IgKkYx3LMFCCYnuaYThA2uZ276qX7QvcS2q93EMaxa8weOYkKLf5/yQSikbq0kruSFveVqYlnm/w\n", "gMGn/WbogQaH+AKiP1ja8ra7cuNzJHfxEkrY7AxbmEgdnQuUUxul29K+5XtVtVnMFxEt8lksnR7k\n", "XQZsQIc1ywuFzc6whYnUwZuBcgryXQz+3mAb/3iJwVoP9JWWpi52eL+8vRLmIhsTNjvDFiYyA9fz\n", "3BzzykKgFR7gP/Ubn6/wx6cMdraq/VhOzly7NIaw2Rm2MJFpWJtG25UZKtsa3O1tlcoRcWawvffQ\n", "u8z3YykDZ+YuXhpK2OwMW5jIJlgL+CrPAw2usnQIxaDf8NzX4AyD31raMbHoo3Xd/JRpC5udYQsT\n", "qcH6NNqe54HeXtVmMYPDDM40uN9vjA74g9HchUvDC5udYQsTmcQGwFsnbzP4qk8/7DF4ZlyoV258\n", "DhppxafWf0g9hM3OsIWJTGA0jcyLls753MvgIJ/F8pTPXjnA4AqDD/nrngvzLXMXL00lbHaGLUyk\n", "ytqxm5qDNrblbdngKIMLDNb7jc/qdozaLDJrppWd+jFRWt0DpHnmPWn9z2LS36V9/OkCsBfwK+Bt\n", "pD212oBn1sPqAtoUT1qQRuoS0SM8dzBFm4/ONzd4pX/8boMNBvdZOiqu31strM9duLSMsNkZtjBp\n", "Sb+DjnI6kGKe3wQte7tl0OBI/++g3/zs9NBnTe7CpeWEzc6whUlL+W3aaKvPYFeDH3mfvGjwBe+f\n", "72jwUkuBP1hZMLQ6d+HSssJmZ9jCpCU8QNoC12B/b6XcVTUl8VSD3Q2e8BufvUb6M6uRueSmG6Ui\n", "VVamtknvdtBdSH8/rgX6gHVVL1sDPAbsRhqYrx0l3R0tznXBIo1CI3WZS/cB5RToCwxut7SM/3CD\n", "U7zV8hKDiw0+7iPzzso8c21/K5GEzc6whUnTGU2zVIYNPmCw0OA73ma53WArg/8yeL2lDbn6DO3N\n", "InGFzc6whUnTWJcWDfUYvNrGdkv8haWDKczDfZ4/BiuLhjQyl8jCZmfYwqThrR9bAbqbz2Q5teom\n", "6J886E827ZooDShsdoYtTBrWQ2mueZ/BWy2dNHSSwWKfjnij99Hf7i2WNoW5NKKw2Rm2MGk4nydN\n", "UfE2yoEG93iY/9DSitDK1rfdlTaLwlwaVdjsDFuYNIyXA6UU1gt99N3voV42OMYfp1k6F7SvsnBo\n", "cea6RWYibHaGLUwaQimNuBdY2gJ31GCNwX4+FfEsgx/4NMV53kNnVe6iReogW3YeAdwF3AOcNcHz\n", "CnWZjnVQsLTN7XkG13mQn+03QS/wG5+7e5h3GlrSL80lS3a2A/cCS4FO4BZg53GvUajLpnhz2qNl\n", "yGAzb7ec4G2W+71vPuKLiTqM9OdrQ+6iRWZBluw8ALiu6vOz/VFNoS61GklTD7c0uMHglz4S38bg\n", "SoO7vZe+2P+ruebS1KaVnTPd+2Vr4OGqzx/xr4lsinVp1N3VAbsDnwUOBvYFPkf6IfB7wJGk1fy/\n", "N1h1HOmACg0aRKrM9NSWWv9CLav6eLk/RJ6GwhD0FOBA4H7gGeDRqpc8ll7G5aRzQu0jpKQXaTbD\n", "/sjqFTy//fIRXnizVCMpGa/Ac1MU+yztbW6WzgDd2+eXn2lpw62ipcMqeCp30SJzLEt2dpB2xVsK\n", "dKEbpTK1DSnMFxgc5oG9pmpp/3sMjvWVod2VvrlIK8qWnUcCd5NmwXxkgucV6gJwF7T7maDn+lL+\n", "NxlsbbDMZ7fc52HfZ2kGDO/OXbRIRmGzM2xhMie81VK0dFzcwVWj8nU+Gl/si4aeOw/02dxFiwQQ\n", "NjvDFiazbkMK8818Tvm3Dfaysa1xn/bFRT2WFhppvrlIlbDZGbYwmTUFoJzCut/gIQ/vJwxeZPBO\n", "g68Z7GGpv04pd8EiAYXNzrCFyaxYnwK8z2947uGj8pMNXmNwaVWYFwxNbxXZmLDZGbYwqbtSGp13\n", "+Ai9csrQFQYbfIQ+v7IadH3uYkWCC5udYQuTulmTbnIWDX7mPfOLfLSOL/Nv8+d1wLNIjcJmZ9jC\n", "ZMa8d97rI/BXVs1sMZ+eWPBZLYUyadqriNQmbHaGLUxmZE1qtfQaXGvwL5Z2VHzGA/0+vznaoQVE\n", "ItMTNjvDFibT5vPO9/eWinnLZReDRQZvtLR1bqcBD+YuVqRBhc3OsIXJJnsqtVOGDJYa/MrS8XFX\n", "erA/XD3nXNMURWZmWtk5010apXWUoNgGa0l/1orA74DvAMcBA6TdFcuAPQsM5ipURGaXRuqNrZBG\n", "3+3eIz/W0lFyQ95DP8PbLT3qnYvUV9jsDFuYTGl1CuudDP5oaWvctxqcYmkjrnafqthu6LBnkXoL\n", "m51hC5NJldONzgUG/1w1TfEmXxHaWz3vXETqb1rZOdPj7KT5/CG1WQYLcCLQDdzI2J+vXwAPkf7o\n", "rFlFOnxcRILQjVKpNgp97bCENAB/BPgvYDfgEKAPuAFYW0bng4q0LP3Fj+/4tOJzwNKBFWYwYnCU\n", "wT8YHOLtlm4DRnIXK9IiwmZn2MIEgLUpzCsbcN1S1T//J4OjPdA7DFiZu1iRFhI2O8MWJpTT6LvP\n", "YDuDlxu831eHrrJ0oEWXboaK5BE2O8MW1sLWpTAv+qpQM7jEYFuDzX3+eb+P0DVVUSSTsNkZtrAW\n", "VHUi0ZD3zKt3Vdzc0ja5vZZepy1yRTIKm51hC2sx70thPt/gJQbDPjKv7Kp4p98I7Td0VqhIBGGz\n", "M2xhLeT/pVbLKwx+bvB176O/w2B7g9d5mBeMNIdRRPILm51hC2sR69MIvNt3Uay0Wt7jQb6d+Ra5\n", "2rdFJBatKJUX2ADdXbCAtKvie0mtcoCn09M8AoysRAvRRJrCXNwIszn6PvJ8IzDYAb2kbXHX+X/3\n", "Je2KeyG+MlTL/EViCpudar/MPT+Z6NMG/8fgLwx283no88y3yV2fu0gRmVTY7AxbWJMaTQuG9q/q\n", "n2/w/vlmlf655p6LxKeeeot7P2BpQ67TST+1Vf5MrCX1z9cBI18F+vOUKCLNQCP12fdE2ptlwPdo\n", "WWOwt8GJBl8z2LMy//yS3IWKSM3CZmfYwprE2tQ/38Hgz3016E99UdEHLR1yUTBgYe5CRWSThM3O\n", "sIU1gVIK8fcafMVgF4MjPdhf7lsBFMPeQReRSYXNzrCFNbBd0/7n3QZHVN0Qvc+3AXju3NAy0JO7\n", "WBGZlmllpxacNJ6HoG+btJhoBJhf9dQQsIZ0H3TlCNCVoT4RaXIaqdfHKWkE3mPp4IpRg9/5zdEv\n", "G/zC4GD/nAdzFysiMxY2O8MW1kBWpw24djfY2eDFBk95y+VLPv98fmVR0edzFysidZElO/8O+C1w\n", "K3AF6ef/8RTqM1NKo+9TPMTLBn9pcJpByeAE33Gx3dCSf5FmkiU7D2dsAdNn/TGeQn36ymkmy+4G\n", "11bdEL3cR+dLKu0W7X8u0nyyZ+dxwDcn+Hr2whpTRzmNwA81+JDBMb7cf63B4d5q6THg8tyVisis\n", "yJ6dVwHHT/D17IU1mEK6Idpt8D1LpxQ9ZfBaH5UXK6tDtSGXSHObtb1frgdun+BxTNVrPkpqAVw6\n", "nSKkWqGUtsgdAB4A9gSOAHYAukmXedVh/omIyPPUMk/98CmePwk4Cnj1JK9ZVvXxcn/IC5Whp5Am\n", "sCwFPkzqar2EdLti1NAmbCLNatgfWR0B3AlsNslr1H6pTSltmXt61Q3RO73V0mvpeRFpIVm23v0i\n", "afni9cDNwAUz/PVaUV9a8l9sg7fw/Iks60jbtuiEIhGJQyP1jdsrzXDpMhg2eNBgS4NlBhcZbG3Q\n", "Vp76lxGRJhQ2O8MWltkn0pTEF/lCop18yuI9Bu/wmS4FBbpI6wqbnWELy+js1Cff1eCjBi/zUN/b\n", "4AMGmxu0K9BFWlvY7AxbWCZPphH6QksnFJmlAy3mG+xlfqCFAl1EwmZn2MLmWAHaRtMIvehL/63q\n", "sU1llsua3IWKSAhhszNsYXOrMJJOIvqkwbs82P+Xwe8NPuufc2PuKkUkjLDZGbawOfSxFOjXV43M\n", "3+gtmKLBoAH/O3eRIhJK2OwMW9gc6U7b4vYYfLcq1Jf51/oNeFPuIkUknLDZGbawObBLmoe+yEfm\n", "8w3OMfhRZXReRsv+RWRiYbMzbGGzbAA6fCT+Cxs7GLrL0l7oba16XUSkNmEzImxhs6ttQ+qjz/fH\n", "Mg/2LXxb3QkPFBERqQibnWELm0UXpH75dwz+v8FxHuyfqcxyuSl3gSISXtjsDFvYLDk5zTffytJI\n", "/ZsGT1rVSUU35y5QRBpC2OwMW1gdLYKOb0H3z1KgX2ljW+dubvCDygj957kLFZGGETY7wxZWJ7tC\n", "fzltzLXUR+fVK0UP85ul7SO5CxWRhhI2O8MWVgcLoLeczg9dYelQ6KLBrzzQH/eQ7zLSvvMiIrUK\n", "m51hC5uhLuhbD0sM9jHY3qcsnu3B/koP9KIBe+cuVkQaTtjsDFvYDF0KhxqM+Kj8cwZHGRzjQf4i\n", "g04DTs1dqIg0pLDZGbawGeiF3hKcX9U7v91XiQ4YcD7p9Og9MtcpIo0rbHaGLWwTFYBXwbxfQ3Ek\n", "Lf/fz+BZg7Kl04sGDHh97kJFpCmEzc6whW2CPaHrD2m64sUG7zXYzlst8yydJbqdQcc9uQsVkaYR\n", "NjvDFlajzaB/NG2T+2ZvtVzqPfNtLbVgPlxZWLRr7mJFpGmEzc6whdVm4Ho40eDrBkd6qJcs7bo4\n", "YLDY0jx1jstdqYg0lbDZGbawGmwGg+U0Cu+2NH3x7QbnGWxdhu41ULwB2DZ3oSLSdMJmZ9jCptAB\n", "g3fBe3xk/qi3XLY26F0FvCF3gSLS1MJmZ9jCJjfwjdReebBq2uI5llaQ8ubc1YlI0wubnWELm0QR\n", "ukpp3vmWBn9nMGpwiEHnDaTpjSIisylsdoYtbOO6zoKdDO7yRUU7eNul/3dAd+7qRKQlhM3OsIWN\n", "UwCOAT4B8++Fq6vaLpcaDG0AFmSuUURax7Sys6PeVTSuvs/BwvfB23vhIoP7qp67x6B8DfBUrupE\n", "RKJohJH6fOhaD3/wkfkvfVOu94/CuzdA7wpgx9xFikhLCZudYQurshTmr057uFRaLruvBC4EPozm\n", "oYvI3AubnWELq7IldP0RXlWCnxhcVIbi08DC3IWJSMsKm51hC3NbQfEJOH49nO5tl+IDwJ65CxOR\n", "lhY2O8MWlnSeC/9zw1jb5XKD+bfmrkpEWt60srOt3lU0nq6FsGPn2Oc7ADYvWzkiIsEFH6lzBGy+\n", "Gm4yuN/goNXQf17uokSk5WXLzg8CZTa+MCd6qAMdfwkDj0PxGRj4MtA55f8iIjK7smTnNsB1wP00\n", "dKiLiISTJTsvB16GQl1EpN7m/Ebp64FHgNtm8GuIiEgdTbX3y/XAVhN8/aPAR4A/q/raZNvRLqv6\n", "eLk/RERkzLA/stgNeILUdrkfGAEeALaY4LVqv4iIbLqs2ameuohIfWVdfKTgFhFpEQp8EZFNp20C\n", "RERanUJdRKSJKNRFRJqIQl1EpIko1EVEmohCXUSkiSjURUSaiEJdRKSJKNRFRJqIQl1EpIko1EVE\n", "mohCXUSkiSjURUSaiEJdRKSJKNTHDOcuoEbDuQuo0XDuAmo0nLuAGgznLqBGw7kLqNFw7gJmk0J9\n", "zHDuAmo0nLuAGg3nLqBGw7kLqMFw7gJqNJy7gBoN5y5gNinURUSaiEJdRKSJFObge9wC7DEH30dE\n", "pJncCuyZuwgREREREREREZk1RwB3AfcAZ03w/DCwArjZHx+bs8rGfA14Arh9ktf8E+k93Aq8fC6K\n", "msBUdQ6T/1puA/wUuBO4Azh1I6/LfT1rqXOY/NezB7iJdA/qN8DfbuR1ua9nLXUOk/96VrR7DVdt\n", "5Pnc17NisjqHyXA924F7gaVAJ+k3fOcJCrtyLoqZxMGk37iNheVRwA/94/2B/5yLoiYwVZ3D5L+W\n", "WzF2E6cfuJsX/p5HuJ611DlM/usJUPT/dpCu1UHjno9wPWHqOoeJcT0BzgC+xcT1RLmeMHmdwxv5\n", "+oTqNaVxP1KoPwCMAN8GXj/B6+Zits1kbgSenuT5Pwcu9o9vAuYBW852UROYqk7Ify0fJ/3jDbAK\n", "+C2weNxrIlzPWuqE/NcTYI3/t4s0UHpq3PMRridMXSfEuJ5LSMH9r0xcT5TrOVWdTPL1F6hXqG8N\n", "PFz1+SP+tWoGvJL0Y84PgV3q9L3raaL3sSRTLZOJdi2Xkn6yuGnc16Ndz6VMXGeU69lG+gfoCVLL\n", "6Dfjno9yPaeqM8r1PB84Eyhv5Pko13OqOjfpetYr1K2G1/ya1N/cA/gi8IM6fe96G/8vYi3vba5F\n", "upb9wHeB00gj4fGiXM/J6oxyPcukVtES4BAmXs4e4XpOVWeE63k08CSpBz3ZKDf39aylzk26nvUK\n", "9Uf9m1ZsQ/pXr9qzjP3Ydi2p976gTt+/Xsa/jyX+tWiiXMtO4HvAN5n4D1qU6zlVnVGuZ8UK4Bpg\n", "n3Ffj3I9KzZWZ4Tr+UpSe+V+4DLgMOCSca+JcD1rqTPL9ewA7iP9eNvFxDdKt2TsX6L9SP33HJZS\n", "243SV5D3xslSNl5nhGtZIP3hO3+S10S4nrXUGeF6bkbq6QL0AjcArx73mgjXs5Y6I1zPaocy8ayS\n", "CNez2sbq3KTr2VGnYkaBU4AfkW6cXEi6IfUef/4rwJuA9/pr1wBvq9P33hSXkS7cZqRe2jmkf/Uq\n", "Nf6Q9Bt9L7AaeFeGGmHqOiNcywOBdwC3kX50BPhrYFv/OMr1rKXOCNdzEemmXZs/vgH8mOf/HYpw\n", "PWupM8L1HK/SVol2PcebqM6I11NEREREREREREREREREREREREREREREREREGs1/A33CrK/mhAKz\n", "AAAAAElFTkSuQmCC\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.scatter(maxcomb,maxcomb_global)" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAX8AAAEPCAYAAACqZsSmAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XmcZOdd3/t3bd1d1fu+zz6jXbJs2Vhe5d0xYMAOBGzi\n", "gCEhYTWG3JDcm4sg9wIJyWVNCMFmcXBibGPjBdsgsGVJtiyhxVpHy4xm6+mZ6Zneu6u7umu5f/yq\n", "3SN5JLWkGc12Pq9Xvaar6tQ5z6k59Xue831+z/dHQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJC\n", "QkJCQkJCQkJCQkJCQkLCKenAJ7EbD+OVZ7c5CQkJCQkvBn+G99f/zqL9LLYlISEhIeFFoB1PnO1G\n", "JCQkJFyMpM/isbfiOP4E9+CPUDiL7UlISEi4aDibwT+Ll+K/1f9dxC+dxfYkJCQkXDRkz+Kxx+qP\n", "f6g//6RvD/57sP3FbFRCQkLCBcBe7DjbjXgmbsGu+t834j8+5f3ai9qa58+NZ7sBG+TGs92ADXLj\n", "2W7ABrnxbDdgA9x4thuwQW482w3YIDee7QZskGeNnWdz5A8/g4+iQfRUP3p2m5OQkJBwcXC2g/99\n", "ePlZbkNCQkLCRcfZnPC9kLj5bDdgg9x8thuwQW4+2w3YIDef7QZsgJvPdgM2yM1nuwEb5Oaz3YCL\n", "hfNF809ISEg4l3jW2JmM/BMSEhIuQpLgn5CQkHARkgT/hISEhIuQJPgnJCQkXIQkwT8hISHhIiQJ\n", "/gkJCQkXIUnwT0hISLgISYJ/QkJCwkVIEvwTEhISLkKS4J+QkJBwEZIE/4SEhISLkCT4JyQknFVq\n", "tNZ43dluR8K5RWLslpBwgVJjU43frDFZ40Nnuz0XGOd97DzvTyAhIeHJ1HhFjY/Vg/5/qbHlbLfp\n", "AuS8j53n/QkkJCRQI1PjXTVuq7G/xs/XaDvb7bqAOe9j53l/AgkJFzN1Pf/najxR4+s1vr929isI\n", "Xgyc97HzvD+BhISLkafo+R+vcf3ZbtNFxnkfO8/7E0hIuJhI9PxzhvM+dp73J5CQcKGT6PnnJOd9\n", "7DzvTyAh4TwjhyYb0OUTPf+c5ryPnef9CSQknD90tvLPd/AbO3jPduRPtVWi558XnPex87w/gYSE\n", "84Qs79/J4hC1IfaM8o6tSK1tkOj55xXPGjsTe4eEhATIsLlGof50e4WezI1k1/R8fBx3YGuKX0ix\n", "/2w19gyTFV9E09luyMVMMvJPSHhxyPAD23hoE7Whf+T/vWqvpl++CPX8ppC8fncn/2YnO7rPdoOe\n", "J+d97DzvTyAh4Tyi6VdsffWY/B+VmS7ziYtPz79hy1oHGI9/s9P5eQfwrLHzYujJExISnoUar8AH\n", "2feWKn+a5toLWNZ5BjqzXF5cfz7MBSqPnwsnlcG9+NzZbkhCwsXEyfn5TtLzMxe2nv8sPLHAR+sT\n", "Hw9n+UYVK2e1SRcwH8RH8dlTvJfIPgkJp5kkP/8ZSXPNAN+3gzdudn5KPpwHsXMEf4c3OPXI/5w/\n", "gYSE84UkP/+i4pyPnZ/AtXi9JPgnJJwRkvz8i5JzOs//uzAh9P7Us2ybkJDwHHg6Pf8p+flpdnXx\n", "uiFGOiS/w4uKs6nzvQrvxDuErtaGj+B9T9nuxpP+vrn+SEhIOAU1WvF+/ByO4rfw6RTlp2ya4voh\n", "fqqJy1e5rZc/aGD3xIvd5oTTwg31x3lHIvskJLwAnoee3xg57Gv57LUh3rfDuZEBmPDCOadln6eS\n", "BPqEhOfImp4v5NM0XpbiB1Lc/uwfLZ30tCjJaEw4l0g6hISEp/A8/POfRsu/ZiBsDG7axo27GOo8\n", "Iw1OOBuc97HzvD+BhITTxTPk52fCg+bVw0+ZuG3gtZsiZ/36EeHVfzKpsHHe1YXmF/NcEs44533s\n", "PO9PICHhhfIsen6K14/yF9vDk+YPd3JZH9K8fQu3bwk9/6Zt0REkXCScV5p/QkLCSWxQz2/gdU38\n", "wBKXl/kXi7ysHTlemuWVdSH/zctc2iBZyZtQJ7kQEhLOIWrhdfU9wvZkBL+Df5Fi7uk/UjxJ0y+i\n", "XEOFsfrzAiZTTNVQPXOtTzifSIJ/QsI5wHPIz38qK3x+luF2GrLc18kDx5HlE3PMbWJwlWKRvxyP\n", "Q2kQncCz7TvhAuZcX9FXc+63MSHheVNjE35GBP6/x29tIE1TTNSOdDC1yuETaOedm3l7kWuX+bVu\n", "Rla4vsRjTXxsmj1TvPkatjVxrMzXdnPi+Bk9wYSzxbPGzmTkn5BwFlj3z/cW/KnQ8/dv7NNDnbzt\n", "El6Wp5riU4vsOcAvTPO6Ukg9L21j1wTXLbOlzHQbQ6P8hxSvnObhBn79cv78TiydmbNMOJdJgn9C\n", "wovE89Dzn4btI7wzy/fOxPNCB7/Rx+LCSRulGM/zzXb6UW2nP8PV4/H25StsbRbpn0nwvwjZaPBv\n", "xqi4lRjD4hlrUULCBcYL0POfbo8Zhivrz9uqNK3EDcRKPl77+zle3sP3TDGToW+asWEebOQVyxzJ\n", "cIBkWe9FyzNpQq345/hB9OBYfft+TIoCLH+EhafbwWkg0fwTzidSYjK1hpXnr+c/G+07+OHX8Mp5\n", "zPPNRf5sD7UK6TypIhNF3n0Jb06RWeEds/xEL6k2LssxVuUzD1BMNP8Lkxek+f+VyDH+bhH4T2ZA\n", "OHJ+Bm96AQ1MSLhQSHPdAG9q/qjPXv1Oj/7TmuprUxvT89PC2TaFZVSeYdtmfjZD6l4eHeRwE18Y\n", "4+WjvDpDusjtWT43y+IMLxG5/rc0sjTFlx/k8w3C2CfJ9rmIOddH1cnIP+G8YJe+7j/W9k9e5tCP\n", "ZJUH9+j5yCfN/Ld/r3T4WT6a5vXDfE+ebI0vrPKlKQZbmCmzdMKTcvOv6uH3W9cndr+Y579s41dK\n", "XLLMA43cPccfHWCsyGsHGGhkYpmvHsXqmfsWEs4hzli2z6V45Hl+NiHhgmFNzy+b+OCK2RN77PjD\n", "7/GZLz7hcJafLvHAqT6WESuv0JzjR5v4Z3X5dLqf3BW8c4nlFJ+c46v3+tYofbrMngyvq+/ikTyD\n", "DcyWOZbllUW+2UYhjRVuPSiCwFOX+2fFZG9Z0iFclDzf4P+3Qs9MSLgoeaqe/7j0+y/364f4+YUY\n", "kX8izwPLp/hohjeO8L6GGOn/zzaqJyVQlPp5U5ofn47nuQ72DXBwLJ6PzfGhFo40U07zZ128sY2F\n", "DuaX+Ktl7ivy2MlJGU8N/M28b5DL8ViKvzrC1Jmcu0s4B3mm4P97z/BeYv2acFHy9Pn51RS/3809\n", "nWGv8NUTTpkMUWjhlf1UMlTKvHaFm7p462Ls/mATLz0p9bOrQmeWg2svVLn9MLcX+I4RvquBly5R\n", "buWxNLd384nHPH0WT5p3D/BrywxXw/ahOMDH9nnmuYaEC4xnCv4/gl8UE0MnjxxSeM8ZbFNCwjnF\n", "BvPzazxxgiem6s9P5aGTon+YK9p4zyQTGT7RxgMT/GgufmZ3P86mTYw2hVXDTV3MF7lskd3TQqap\n", "Ic2/qjJb5F3TfKGb+3u4ZJIP5rl9ODqJbxv1Z6h18NkKLUXevcCw2F8S/C8mnin434UH8bVTvHfj\n", "GWlNQsI5xAbz8zMMtcXo/KGip18Dk+H1Q/RvYl83n2jg+uPMNPHgJA/O8NohfrjEVxf42nYur/Cq\n", "Gb6/mfuGubuZLx30rY4lWyM/yzc6kGVziflJ/t0Uf9HM7c2efPeR4qX9XNrMdWVONPNbBR6akWT+\n", "XHQ8U/B/t0g7OxVbTn9TEhLODU6Rn//ep8nPT4d+/xNZBqr8TSd/cITp+W/f9NoefjIXY6ktZfZs\n", "5yvNHNsfE7Yjl/LOKr84w8fHebyR/Ao/NV9fW9nE63Pc0c+lNR5f5dNV3r/EfWlu2c7WJa5u5PM9\n", "tBbpSDNzciMauL6dV42HPFXIcWcbX9otqZ1x0fFMwX/qGd5LSLjg2IDfTjNX5SPjZmwOTeGdf6CJ\n", "fVm6ilx5KUsHuGvOkwZPXQXubaW9k8d20NZOS547GvnVGcY72VlP9Wyt0JChmGY1Ff+mqjzSw7/M\n", "8/Y5Hmnl14ocWGWxyq69vAFvXeLWNv6ggZkDJ7U9xWgfzYPklsit8IpDfKFRssr3omQj2T6vwS+L\n", "0f7a9jVsO0NtSkh40diAnt+IBvIFfrGDy2o83MYXSzw6h21saaIpw752Lp3gB07wv9v540Oo8sZB\n", "0kMcuZQbMuwoMzVHbZk3dzBXoGuO2R7uv5SlEsd7yS/yH5upVrl3geoAbx/nQAsjx3lrnj86Rscy\n", "v55hJscft1IsMT7jyUG9mZ/PkztOupX+Av9lmFselYz6L0o2Evw/jA/gHsmEUMIFwgb1/Gb+1RAv\n", "r3HrdhqmqWZ4b40dbfz5NvZu5roaxQyNBbbU8+rfgr/upreHG2q0zDFR5qtXUC2RLnN0lOo8t29i\n", "ZIHSFUw186oxth2hZZyPDNOYoXsrPX2U5/jBCT7bz9R0nMpMhd0ZfmkOc3y6iaWnSE8jWbZVeMtx\n", "PlvkaBN3LDM+/WJ83wnnHhsJ/jP44pluSELCi8Fz0PPxjj5+dIUH+tjVTnoYE1x6mDubaLmKLf1M\n", "zDO7SM8qpSY+sYvFTq7ayrZelpbYVwt//WwHuxvZOc+OIkda6XgZhUNxjBOtpBfCiO1Qnp3tXDtD\n", "JkXbCntfw4fuoLrMrfNiQLbIH00x3kVrla+VeGiB9nZmq/H+WIk7M9Ep/eAi/wMnTrwY33nCuclG\n", "rBN+Q9waf0qkfa5xzxlp0ZNJ7B0STgun0PN/7xR+O2lxrddH/+/czuX9NA1RaUA3I3MM7edPB7n+\n", "Grakac3xQI77V1kpsbXI7BY2I18jU6E0yEyJ9BLlKl0YOMg3Ftg1zX2j/PwBpgpM5Higg+p+xrfQ\n", "MMZ3L3FtjZs6uPMoty/QNE7PIl+ZYGZOrNhNxTn8i1HeUWEmzYdL3DpGRwtv6Asl6745dh+XSD4X\n", "KqfF3uGV9R1d95TX3/A8G5WQ8KLwHP3zC7x7kNE0e8t8bpwH2hh8K2+odwhfWOHRZbpWY7FWDkd7\n", "WEoz38JYhe17WdhG2xA9LSwtc6iDS6ajOZY5kKZ7iv4JutI83kXbMker5Erc1c9yG1fM0/4ElS3M\n", "7OWuRg6lONHHZVm+e45ZXDLIb1R9K63z9aP83HIUdIdSM7cWooP49JoclAT9i5yNBP8bznQjEhJO\n", "J8/DPz/Dewb5rgz7e2nLsbePa0bCxqoxS2mZ18zylUk+O07vK+gc4bIWshlO9LPzKJlLGeqhuZWh\n", "FI0lipVw39xyjNZJHhhlvMCRRopLkdGTTnFHlsV9HDhO1yRveIJMhg+1c9Mwl56gOktfF1dM84+L\n", "fLYzZKS3tVKc4NYjNKRoP2mRWfPJo8CTg34j13eSS3PLrKROx0XFRoL/L1u/hTj5wvnVM9KihITn\n", "yTPr+UOdXN3NfIZvTrA4jRQj7Qx0UdrCngEuaQrPnJ2tjEwyNMdQCxO9fHWQiRLZS+kdpjbIUmtM\n", "9vblyWxlboVSluYsY1Oh6R9LUytTWOaBoRigX7Wf+TaGurCb6aM8PhgF1xsWaUzxyUvon2FqH3cU\n", "GJ5isZnWRXSwb4pSF5tXuGaOzRl+ZYh/mOZDA3z/MicyfLbq26t1NfC+UX6sEvMEHxvhPyWFmi4i\n", "NhL8654jII/vwsNnrEUJCc+RZ8/P72jjPUOMNNOf47YtfOYwI2mubuPNR/jyJtqGuWaclhLfGGZ/\n", "GwOt1BqYa6JQYkeBna+ls4PuWZoaw39npSEM2o7VR/H70ozWKE2yXIpKWxY51MylFVqa2boQaZf3\n", "pbh2hRP131lnGwvDpNsiG+doIRZ2TXbSUGHbQkhS9+yicZDFJ7ihGjbP2wt8eZHfOcIt7UyXuHfN\n", "FuIk2vO8qxafWeMb7dySBP+LhI0E///8lOe/KVw9ExLOGjUyE/xAu9QHKmqDNX47+7R6/hWtdDfz\n", "jhQ7i5Ta6NhB6zRvWuHDOzjYyeou0lka50ODn2hissKJHvb10XCQ/Evoa6SvwlyKzhSPtmGF3BQL\n", "LRSKodkfKrCwRCXF2CyHSjRX6W+ilIu7hAc7Q2aa3sTEFVx/jKEastxyKZXdvL0S7pttW9k0ycEa\n", "K6vR4fTs5heO8ukRfnOWR3JcUWVXmqkS9045pWVzqsbCSROCpRSlZB7gIuL5WDo3qztBJSS82Kzp\n", "+RU+0Cw3fb9tH/5eH7hp3P9a5tY1H5u6nDPaxKHlWH27d5D9MzRXKLbykqmYBP3MLhqvYGc3rcM8\n", "1En2CNOrHJ3l0jSlNJvTpHeydZJDveydp9ge+fJlpJao5Ggrk83SX41FXIVJtuQYG2SxFqUW5xfp\n", "zvBYF/umw13zcC8NzUxcwmCRrSuxaGxlM6OPU8ux2kzjHEsF0o9w3QJbj/LXI8xsYnKCV6zEAq7X\n", "7mclGzLQlw/6tgnemUX+vIwCLTX+VyY6p+sHeGTx1BYVCRcSGwn+D1q/cNLoc/r0/lF8pL7Pmkg+\n", "/t3TtO+EC4in6vmf0/cL3+fhO+iuX5urzdzahCI7h3nXAINl9jQw3kKuwIP93DnNeIWuFlYHyFzL\n", "0AjHmuitsbWLY81MFelLUSnSvJWZVtLpKLAyOxp5960LLE6xOM9SltkWdjbTuMyW+TB7u28LbbN0\n", "ZJlspS/D6hLlY8zkOT7JGx+iuZuFNo7voGmJRxpoWKCpyq3t/ONj3FMgP8mVR/lcD401ttZYnWGp\n", "hU0Hov2XVrilhZ+Y4upmvpz17aP/Cl8a4xuFOK+tXWHyNpvlrp38wxQHDiQ+/xcuGwn+32k9U6As\n", "6vmerso/q/h5fBMtuBs3Yfdp2n/Cec7T6/nXbX3ylt+Srhu5fke4YzZm+dhmunO89hAHeni4h3sX\n", "2dTOrstZ3MGlK3S3MoHaKrmWyIlfSdNWYUs2snVmUuwe4pLGyKaZbeCJQWrNDDViicFVOpt4IkM5\n", "x1SGcoHCY1TbaC3RUGK5heVx0lM0NrBziUO7eWSA2TTpExyapWGKI4t8cYDZE9xbZLWT4jzZZT7z\n", "Eiby7FyI4uwHs2ypZ/pMpjha7xyvGWCwwIll7joufnvl+vqAJj6YYaBMqZf/a5nPdPFEmd9KJoEv\n", "UJ4t+GfxNyLf7UxwtP4gUiB2Y0gS/C9qNpaf//VJfmeQN69wKMNnS1im0M7OFFfWTdXaG9HENYu8\n", "bo6He7mig0wH1VGuqbFaYCHHWDvdaTbNx8Tw8SzHGiPPYaUldPK5DIXVsFMeamKimWMt1EoMF6iu\n", "Ui2TzzDexECJzkaOdNOxwv55rpwhX6VjmvYp/j4XklBmmaZvcMcI+Rkq93Nnke4j3NTNaJGdbWQ6\n", "2TXH4ZY4ZluFrgVeluOTOe7P0jvLvy/wt0e4vp9/3cDblvl6E79+CimonGJvnleWoxNorvADJb7R\n", "yu1J8L8AebbgX8ajYqnigWfZ9oWyBdfijjN8nIRzlOeWnz8zx3+o8KlCuGyupPjObUx3cUc7/yPN\n", "S4s82sTxEcbLpIvM97Jpicb+yK6Zr7KnmSO9VPLR16w2sKnGZJ50jVqK5UZOlGOSdH8j7Snay7G6\n", "d6Tuwrk5RWUprJSPtbFzMVb3XnKcuRyVaRYPRweRSjGZCzfOz2VY7KdtlKYmFhY5Ms2hFTLjvHEx\n", "5Je7hhg9yMvmaG+hrYXhJcpFjq/ydyvcneHr94tboVVUuXKA7yvG9/bmZb5S4Ms568ZvJT6/wKsH\n", "6Gpif5b240ynmUv8vC5QNiL7dOEh3Gn99q+Gd57GdrTgk+JH/1SN8caT/r65/ki4gHhu/vlPqpC1\n", "yEOLaOb/GI2iKrOjrG7jnkluWmG1j6sKjOziriaOlBkaoGGYSg9fHmV7LiZ0qxk6ahxtYbSMbCzA\n", "WkrFYUezMSJeSNOSjhW5wyv0rzKW43CN5eaopjWXCXknv8JUhelWxtpo6qJ0iBMp0hWODLPyGF+c\n", "4Md6eHWBlyyxO83nmnlJC684Hu35vSGuX2SskdX+uHu4s4E3HuOJtgjcr1/kmh7+YFwE/zTzQgLq\n", "rkV94eOe8j3WuOsojxa5awtvqrKrwkdr9UIvCec+N3iOC3I34ptzqh3W8NXncqBnIIfPC/O43z7F\n", "cRJvnwuUDfrtQJpr+mI17VKVzxyjI8OOJvYsM9TAD20lM0rLSEyc7smwv5Ururm0ykKZfb0cKXBl\n", "mt5+yt1M5WhN0ZxmrkYuw3wjtSrTWdrEGKlXeOLMVjlUYzDDbInOaoz0i2XKSzyejlW9tTTZulfQ\n", "0AJNJQ4ucazM0nF27mf7HA9UOPQ4u5f5oSFeX+Jlxbh7+XiJN+2h7RD/aJl/uovGPJsXeKSX/DLb\n", "9zPbz9wwVzzGW45GOumPN/ClJ+Lr62zlhwd5SZWH0/zFBGNPF9QzKNT/XpJU+DpfOS3ePjeflqac\n", "mpSwjH7Ytwf+hAuQ5+i3U+eyHv51C+8tcjhN6mquXGSgwt4cf7HIoVEu66dzKNI8V5qobaXQwMg0\n", "k11MNzPVQsNySDwdaKzEpGx3moksc+m4LCvpSELrxWOo1MilkOayKvMrdKTCQ3+xzMpK5Mm3VKmm\n", "YyFWpZX5VNwVbJ9gpMgOHE+T70aKTdNcNUDTAKkT3LKVg/OkFphbjTTO7RW+skq1Jdqsm9QqXzvM\n", "6gqPHuGVk/zUSS6d+bRvrcqfnuf3VsTvveLpK/Spv5+keV4EPJ88/9PJq/HDuB/31l/7t/jSWWtR\n", "whnhefjtnMSm5tDMf3c0yhm2D9A4w66VWKX7+CbubmR5lJGr6G0k3cGOBsYbIod+sYlqlkKGVCE0\n", "932NrFZYyTDXyEKVtrpM8lrxbwv6caTGY1W2pxitRlAvZKLPml/lqjk6ijzaR0cuMmsW0jFJ+1CV\n", "thrzWaTIlcl20TrP8gqbG3jdNAcWGOrgEE4UyZZoPh4TsHf10NzCv9sTK4pvaeaX0nzkidhn3yZu\n", "aWT7Kn+d55FZT87tL3myK2/CRc7ZDv63CR034QLlufnnPx3jedr7wy6ha5hbrqJljL1VVjpovYzl\n", "GgdHyfdwRZZ0Q6RMrqwymaWhQLdIXFvJcTRDJs2BuuxTrWvg3TWyqVA8FsVPZKUa+2+pRTw9WIv8\n", "hEyFynJo/rPtnGgLV85Mc8TZ/DyP1WLitKUxOpyGEvkxjjfTmuZ4mfYco5MsjcUagfsXeek3eXUP\n", "iyX+2XgUfRl7GS31CdjeMoVG39LuPzfGRE9kFu2ZYk9SpCXhGdlI8O8TCdAnc4nIAkpIOCUbqIf7\n", "bKSRY2cHXd3c28ZDlzDSS66XfVu5eorJ0SioMpjmWCer7dyzRGcuJnBr9RH7aDVKLdZS5BpIpcMO\n", "ubXKZSlmU/G8UotDj+OECLYH6jYOAyn6yrGPFSxWWK5G/7anTMsyfcthsXC8zHwT2WMxV3D3IZYa\n", "uPoYY1WW7+PRAvkDzA5w5TydJQ4vc8U+Xlriq3m21LX5nUv8XYm/KcT+7qmxfPyk72uVO468kP+z\n", "hIuLjUymPor/G39R3/6D+HFcdgbbtUYy4Xse8TR6/oefWc8/Jc28/nLat9Jfpm2c1m0svoa3TfBw\n", "nj3XUG2kczBy8g8VaG+KUf1KLXLyVyvMVGNwnE3Tno0sna4UE6m4tFpFHv8c6lUR9aJY5TCOVELq\n", "6a6PsPtSHKzSUKa8EvtYWGWsyEurtOQiu2euxEKNvuOxKji9QNuxWBPgCJv28g9l7r+H0iqjWyOj\n", "+rFK3BlsKfK1Bt5V5ooKX0vx0SLf2RntGyvxqUOeWb9PuHh51ti5kcA6KGwXloX4+Yj4cb8Yy76T\n", "4H8e8ML0/G8jxRtez7v76O6m1shfFVnt4drrYpJ1vI0n+mlv5pIa/flIo+ypRr59Q31kfnc5gnp/\n", "jfFaWC13pWlAuxjpt4mR9AGReDYqgusTVcqrLGdoqjCUpVCODKCpCo+WaVyMY6Yr4bmzvcZqa+j0\n", "d7RzxVh0AE2TkRG0shgGcoVHqR0Iz/5PzYf/0FvysY8bjvBnaT59UKRq5kWnulJ/NIpbk/oK3YSE\n", "U3Jasn2OiFW+/1ZkAvySFyfwJ5zjnB49/0mk0crmAd62GJO4va0MXcdshsMdFFsYyLK/k1wu9PiJ\n", "HC2p8KXpEtf8JNqqdGZYyDAg/HiIy77LkxXNZbxcxNkpke0znY5R+YhYENbVGPMAhTS9VXqWIoWz\n", "ilRDeOfP1MJTKL/EZIGlEjdMcSgXq4F3lVlOM9tHe4mhVq7r4Q2Hw8L5811hBveSMgcnT+Gtk0za\n", "JpwWNhL8/050AFeIYdGHcQt+8Qy2K+Ec5jTo+SeTEYOKRt4xRHcL0zv4RJFMP6U+Cn101TjcTm9f\n", "GMv25ZnIhE9+KRuZOWUM1kKa2Qe5SM/sxi48Ea2Xs35Jz4s7gIH660fFYLtQZTkbKZNLIuDP10+/\n", "qxzNnu8Mr5z0bBSAGVhkqByLrYpoKLK3nf+9I7KTXl1ltTf8+Ucf49EGTHHDJG0ZLp/mgZ0xuP+x\n", "o3xlmN8ff4rDZhNv7K8Xi1ng3hP17y8h4TmxkeD/X/Hp+t8zeBX+3RlrUcI5yfPLz39amnjZEF2D\n", "MXKemWcuy79djEnQe0oceC2dXTzaG3YILenw48m2hBTz0lW+nguLhN4a+VQsviqmIkjnhRFbm7ih\n", "mBLBvSzUk7JIqcyIn8GMyOdvrL8/n46UyjYxPzCZihz75hS9KUZWQ0ra1ximbidWOZ6Llb2XrDIw\n", "yxM1BqfCeyg/yoEqqaP0lXh4hIY7GcySW+CRAsdbKeYprkYZyXSKrVmm94pbkww/MMQvl7l8iY+3\n", "8Gsp7jsqIeE5cq7r6Ynmf5Y5jXp+XkTZGu8d4JJe3o4v72CygQeGaV6hrZfGdvKdNG6mu4+FBk5U\n", "IoWyO0NLNlIvD6RixN4qAnmT9ZH9mkv4CdE/5cS2TwjNfwI9Io8/J5aZdNefD2Fr/XMTwg5hsBaK\n", "SyEVNstrq18fSdO3xPx8pIk+UuFdh+K4S/mQgSqLtHeSK7K0yvDhsGceup89eUqzXDrGoU6muvip\n", "b1AqROrm387R8Rh/Mh5zDb81zAeK61/ruwp8eq/138nJtg0JFy+nRfO/XnjsXy5+NRmh+be90NYl\n", "nLu8AD1nqsJSAAAgAElEQVS/wK4mJsrMLCDD5dt5bS/dS+xORVA8MsDHRxntYmSF5atpa41FSlMd\n", "TDWGx317ntVcrJptr8WoP4899cC/Frx3ihF/SlyeLaJTGBZrCA8IeWc4mqRNZPcQqsk2MU+wWH+9\n", "Qwy2i+Kyn6mbwOXq2UKpdNxN9FbCU38hz9wyw7N8dYlMN20FVBmdCe//hXr7bxvlivu4fCw8f/5w\n", "nOoKqRn6l7lrmC01WhYZXOBfFvn6CLdP8EBjvVHYm2GhwmAnb+oOE7q7Z3nohG8r3pKQ8GQ2Evx/\n", "Hz+Ij+M6vE/k+SdcgLwwPb+jjZ8c4A3l8LP/vTZ68ly/hc3NoZGPNHF8KCpV9feHO+ZXhxjpodzA\n", "XJXxzvCs70oz3hgTpJ21GHVXhETTiE6h/xfEqLwoAn9BjPAz1hNj2kWnsVWUpGgVHUBZdCKPig6j\n", "UyS4jQv5Z1Z0Auka5Xra5Uqa0mL4/KyITJ62aU4sslokvUx6D0uj0YkUCszUi6lnp2hoiAIwY0sM\n", "nuAl+JPdsUJ3X5lDbTye4i0nYo3CRzu4qp+fqPC5Au/N8Joi38BNM/x6D79Unxj+vQ7+8woHZ5/z\n", "f37CRcVGV/g+bn1i7k9E8ZVfOlONSnhxOX16/mt7+eDienWt+7s5nqeyJSZcF9tjJW1LMy1lDvbS\n", "18z8CLk2OhtomQtdf6wxgn9/Oi7TB1PrWY9NQrIpWR/gPiJG6I3YW39/oP44LoLwhOgclkSncFgE\n", "+0PWHZAPiMt8s+gYqmiuxWulDA0rYah2CPkcbUsx4TydZbmB6TFal+MAneOk57j5ElorNB1iaoKV\n", "BS45zCMlqieo5rm5IUpI7i0wm6d1hj/u4kAbPSO0HmJ0XxRmf28bP1l37byqnetOkuBes8L/zifB\n", "P+HZ2EjwXxS/qPvwn4Tum+jwFwCnOT9f2CLk69H43lzUkM10hfPlbAeN3RztIVeJgiflFh7upqGR\n", "VHNIO7t72Z+J0XsmFaPuSRHwi0LiGbYuyZSFTJMRgfqESOOsClmmWYzOCyKAH7Y+6ZsVnUO1vt3B\n", "+jad1kf8l4kFXw2roecfwZUVyhkez9LWHB3AQpViheosjxfZ3EjHONtOMDXJYzvYukjnHI8d5e+X\n", "mT/GwRluP8zHruEfr7K9GG6en1zm8qt4U57uBa5d4UtXsP2bDK6IHqwWi712Z3hz/f/gwSwHns8k\n", "fMJFxkaC//vEMOmnRcnFEbz7TDYq4cyyAT0/KyLic5w8vGOS/9pLqSUmbYvVSM/s66LxEpb6KWc5\n", "nKLYR39T1L2dzLEzHfn4fZkI5g3pSNNsFaP1sugElsXYoyQCtvp7DaJjyGG7kIaKYjQ/IMYwi/XP\n", "5cSdQUbc3KRE51IRncTaY170iSvCVyglrKEPNnIkR/tKeOqXMF1jKh1zAm+cY2qUA92MHSY7x857\n", "eNUeSl0s7eCO+0J+2jsbDWiY4sgKXSXekcZWLp3hZw/y+dFobF8uJKDdx33rlmd6kf+e5a5dVEvc\n", "c5jxZNSf8KxsJPjvr/+75MmFVRLOMzag56e5boBrC1HA5Objz+D7/lRyMfL9lRo/0kzfPNeWWbyU\n", "1XwsmGrKs9QdJRFXUiGX9DRTyMWq3KFUjDN2iqD7iAj+g0KPz4vLcEEE8mOifxqqN6FFBPu1Uf24\n", "yPrJiE6jIIL9JtEhzNTfK9bfb6jvJ1M/zgkUa2EdXa1wOBvZRks1LpmKu5XWYqRn9jaG3UNDP9uP\n", "0nuEh5aY6IvqYd/xKMc7aOhmeJnLe/mxMnd3xQKwjhqZBfJHOdRM1zKlZpbSXDXBV/J8JcsdUxw4\n", "yWvrsh5+YZXRA4w1cCwdDukJCc/MRoL/d+NXhY3h2vY1SbbPecFz0/N3dPKBQvjmF/F/DvDbNRFp\n", "n0kKauQ9I7wux20DnNhGX93qYEcfu68hPxglCjdn2Jqn1kAmF46Wa1k3iyLQr9b/nROBPC9G+WUx\n", "yj4odPwG0TlM119PiwDfbN2jZ0xcqq31/c1aP96EdYv7tKijuzlFd4XJKqUU8xVyqxypsnmJnhqZ\n", "pVBC99RoLMRrhWoYvu2c5WCB0fvIbA1ribYJiiN0LoTHUGmOdy2z0MTmHD90hE9lyWb46ha+Oc2m\n", "qVg89oc7KLRw1yQ338PE4ZO+9xTXtPH+tdTPEuPN3NQg8fxJeBY2Evx/G9+HByU5xOcNz0/P39rM\n", "DfWg8UgD3QP80yZyi3z66FNWmvItn5lLO/iOJma2M7yZ1KujNm1zI1++huEhcp0UmiLrZakpXDeb\n", "MhHAl0UAXhWafKa++4qQaGbFaP/y+jZZEeBb40wVsbu+n8H659c6imp9P8fESL+j/rkW0bGs3SnU\n", "KuHRP5uKfIaubFTzKqcZXWFqKSSehhkKR6Lm7nIjQ6u01uiY4+gchxo41sRcIXbcmuZ7J/jKdr4y\n", "SOMYVx/i6hpfbCG/QH+VXdNxF3F/C599nL4eXrWJqRPc8zALB6yXUT3pv3mxtl6iEabrBVwSEp6Z\n", "jQT/MVHDNwn85wEvzG9nfIk7W/m+Ze7pjyLmL5tjdJWprfzVfiGE19jWw/d3RgrmX/dzop03N/D1\n", "9vDQf3AXHRXyHZHvviUbPjt3tEafsZAKWSYrAnKpvuslcan1iQDfKwJ3WujyLSIG9ogbmQaRx98t\n", "gvrafMCh+jm1Cvlmpb6vBjFhfFBM3ubEBHFnjZlVDjeEi8lSJer1DleYLURR96mFOPd8heNzHMvR\n", "nWeugePdURDm+CqLT/DoTlpW+b6F2N87nmBimKkHouTjnw4zPcvgDH+T59LjUQVsbhYZfqTAdx6O\n", "gjB/ho+vFVt/Cl87xv8zyKtr7EnzhRmJ/0/CBthI8P83or7uV8QviBhZ/H9nqlEJz53T47fz0BS/\n", "2cjfN4eB2vVHI1PntmFuaGZblZsmeWCG93XxtlUe7ONlXXzzVVSaqWynrYtsnicaIr1zezXy+U+I\n", "4FvMUE2tu2u2iaC9lpLZKEb76fq/DeLmpVHIOmt3C4P1dq+IzJ4RIRFVrHv5rDl1rnUec6LzmBO2\n", "EH2pmEh+JE06F66hLeIDi9VYW3CoSu8SxSK11fhuKpMMtVNciopix+r2DF1FruyjMB/OnvMzfGqQ\n", "2eNM7eHh2fDsfyxNVwtLLSwf5VUZDpS5dZqrhnh5hdfVf2/FAn+bj87pqUwt8NuH+O1c/cSL375N\n", "QsK3s5Hg/x/EkKzJ+oxYwjnAafbbgUqkHd6ei9TC92RiQvI1KR4s8r2zjLTywQrDNR7p53VVjrcz\n", "t4mVTtIF0q0sN6MlaukerTGTDkuG5XSMxlfFTcqoCNxpkWI5JAL4QTHibxeXXU2Yta3Gbm2vbzMv\n", "bk57659vsx7cO+oPQvJprW+bFp3J9lQcuyAM3OZrcQfRnY6O4b5sFF7pWWJkkfky5TzLywy3UmyP\n", "gu9TVaZXeekMg5XolBYqjB3igQG6xkkfY+E4qwtRaP67dnFFkYUsX+jizz/PSIZfGKSpN+oJf2yc\n", "H1xkMRUrjJ+WZYnGn/Ac2UjwHxSjyYRzhNOfn//U3Vvh3mP84igjXaQWueoYmyv0VVHm5hxvbuJr\n", "vbialy+Hb81CG2OtNDbTmomRcy0dwbUsSkKk6s1eFFr+nAjszfW/++pNGRDyzhxeJkboc9ZLLKZF\n", "UM+JTuGgkHSyYgDcXd9mUkg7REdyRHyFndYzhBpEBlJv/fOLqcj0GasynCPfQD4bi9PmSqTzDNTY\n", "k6Npme7GKOaeaqdjgceb2DxOcZbDi1Hx68EUP13l0U7eUaHaw+XHKIww8Tr6jvIvj3HkCAcGeWyE\n", "D43xl6uSEX3CaWYjwf8LeJvw9E84i5wB//yno4n3DHMVbpuNrJYfWebhLF+um+d89BAzV3FtG/lV\n", "WlfjDuBob/jS76ynbh6t5+1Px26teaKtLSWYjDOzIEbxXSKgZ8WoPydOu01I2Uv117L1f5tFR7DW\n", "qeyuv16rf24tNbQqbpQG6+9n1M3XrHcondbXNK4gW4tO61CZ+Qa2rMRIvauRpTYOVWguRyH35Uqs\n", "Xv5mJt7bezgKzSwf5Tvu5eoij18SaxrKA+wd4MqlWM3bnOdtfWQyfDHNu47QfJi/6uI3T7AwJ7Ft\n", "TjjNbCT4/6Tw7l9LjSBJ9XxROc3++RvgNYNc0RGj2bfW+OtG3t5Kbpkvj4lrocr4JAMd1Po5ejXN\n", "dX+F5nR44Z+cO18Ro+wOEWBr9UdaXErd9d2u5dhnxRxAof73hAjuAyLg9wvXkVXri7OWrOv6BWHR\n", "3Go9sPfU3yfuPFZFGztEpzBm3fFzFQdTpOsFYhZTVJeiQPtkNuoDt6wyvBiL0xaKrByi5REemGdy\n", "kuIcP343b1wOz53aVrZNs1Rkpjcsn3PNHJznssPsW2GomS8VombA+AQLSSH2hDPCRoJ/yxlvRcK3\n", "cQb0/OdArpc3ZLl+iQcauHMbD2Uo7kOFxkGuvprBl1PuZaGPvm5W28g2kKqbnx1Ox8h+rd5IoxjV\n", "r/norGXnEMF/Nc5cSUgzM+Lym7ae2rlWxbDF+p1Dp/X00C2i00iLwL4oAnra+sKwNcuIIdEhFPCA\n", "0Pwb61/xqijgclW9h9pdjfOoZSM3v7ES2T7HVsmW2DTO9AInJnnJbg4d5ytt/GUrn+5ibJRXjTHT\n", "RlM/jx/k/jx9J8IJdHqJN41xWz9fzFM8xn0nF2hPSDitbNTYLeFF4gzr+RukXLcyOJLl7y7jhla+\n", "M8WeXfzlDl7TzFA/49fQP0Bpc+Twt2ej3u29jWTSrNZipXBBTOzuFUE1JYL9lAjmNRHcm8XIPGt9\n", "9S4hd5dEUN4q7hTW8vfXbJrXHDrXZKQudTfO+qPHeirpifpr7fXjTdStmq+pB/4W0fE01SjUmEvH\n", "5PBtebYt0T/H/AI7m7ijjXyZw4PMt2KFpQb6Z3nzBAda43t4Q5n9V3LZcswfDKzwzXGmDzDTxCtP\n", "hC/SnhPcftB6Zl1CwhkhCf7nCC+inr8BDk3ysc2s9nFZgY4T7B+hpYldfYxnWdnJli0RFIuVukVC\n", "iukG2uqlD9eqX/VZt204IjT4FRFoa9ZH7YQevyQmXhtF5s/a5G7K+oKvu62P6vvrjzZhzZwTo/pj\n", "9c/vFx1QWVzya3XQ18zhSqn1dVFrMlFOSD2TaTrK4ePTk6atzPgi3YtRo7e8yugxFtoZPsB8I02F\n", "MHDbskp7H5V62tI1i5HaOdMWts0dh6gt8sV93FWjnOOxNVmN9ducFYnmn3CaSYL/WebF1/OfjY42\n", "vrOJwmoUH3mkkWPbeUWBg/00DdNdJtcdBdT3Fig10ZhhKhNFTjaJwL62gKts3XIhL9I0F8RoftL6\n", "BG65/lgSo+9S/d+s9cnZNT+etYIsLfV9rN1BrNU7H7O+wnde5PyvxdGW+rZlIRG11Ov8dte3n8FS\n", "lc3puFtJVxjP0z7J3GJU4jrSyeISzXNsy5At81A75QUyVaZ6aGsK18/JHHeXuTbFapXcCt+5Lyp8\n", "3ZHnihHeezCyjT7cy61jbOvirb1kczxQ4at7PPvirTyv74m7rnummUncPROelo0G/07xiz55iHbP\n", "6W/OxcHZ1fO/xck2ADle3RdyRLmPDxymc5bbjvDfRnjJIJOdFDvY2UNTitZcFCcv12L0e7AxTM8u\n", "EZfVJpF5c1h0APvE6LuxfuiCCLbHrJdWXJNwukXALorOol6+Vqr+er91H58G4cHfW99urQNYsC4f\n", "HbO+Wjhff29tslkt6v7mT9q2Jgq0LKOhwmMVGmfD4z+zwH1dPNxG10Kc7/5MmNQt5sMeovgSOpco\n", "P8bEVsqj9E9w4AhHi7x9iewSzWMMd7BS5qpVWqucyPPwFl65nZ5GXjnHDWkqBW6729OvtG/kX43w\n", "0yXaK3xogN+pncKSIyEBG1/k9SPiF3ryhfeGM9GgC5lzQ8/vauHV/VGIfPdCTCp+90gkdF1R4g+a\n", "+WIvP3OMl6xEANw/QmcjjY30t9C2TGGB8dZ6kZPGcL7MiVMsimC7NkKfERk0m62X8l27M1hbmLpd\n", "zAesyTvLojPYJDqDo/XPttT3OSpG92uTurvrx14RHU4Kl4rOZmf9Mzus+/n3i8t5c33l8Xy9TUu1\n", "SFNtref4q8RdwHwLg7Mh/+yY4lieLVWq/TzawdwKow1RerFhIQrS79vFy8eolLlrIQq7TFe5ORVf\n", "yo5lDq2QmuOWIQZSsXDurVO8qRA3gQdaed1RbmnntuZ6Q0/BSJ63Vbm8fi19/zI3tfG1JPgnnJKN\n", "BP9/In6ZyQTU8+Qc0vMbee8Qv1yvtvXHLfxKlusyvK6+iGjrMe4d5L8Xue1KUpdH8ZIrS9zZF26c\n", "K5X4t7fG7AI9q+HLf3+NVCoulcdE0B4Ucs20GFWvSTlVEei7RaDurG/XIzqKtXz7fdYXZKXq+zsi\n", "Ooq1ylu99X2u7adiPf1zpP73tOgsjoqOabLelg4R8LtTccw+0VnNiFTPnhSDBTIl2huY6YhyjT1l\n", "diyFh/7AHHc1sP04xRUGj7Knmb5i+PUszXD1fu6txLGnZvhSjiuW+do4rXle0xhyUbWVbctMZBha\n", "ZjXL37eFAVxHKtp1KhYrsYp6jRMZionHT8LTspHg/5D4RR07A8d/u3ANzeBD+I9n4BhnjXNPz9fA\n", "d1TXHSC/Z4k/KaxbHMMNM/xuCw9cy6uH2JGmVOXO9rAcWCqTa6SYppahrT3uIjrytNUiII8K6WSz\n", "yOhZ0+8rolN4SATxfhHsy+oSjBjJry3yKpz02toq3Lqv3LfcPzusW0JkRQCvWK/qtbbaV/043dYL\n", "t6wVe8lZz2juqFcPO5aiv0RvjqEa49U4Xr41FmgNr8Z3M73KXI5UhukuhuY53suRGtNFHq9x7VEO\n", "jlIqcOUcVzzBN7v5VCOTe3nTNj47GtlCw/Nc2c6tM/xFaywqO36c2RlmTg7mBeuTGCtR1OXDpagB\n", "0IgvVLg3WSOQ8LRsJPj/Gu4Vls5rF18N73yBx86I4vBvFr/kf8Bnxf37ecs5ouc/HZVwflzjoYbw\n", "mvn8CoXuMGC7K8XxEj93glQDU/0Ut7KUpWeFg03sOsxKO8eaIwOmVKNSoz29XnRlLWd/RQToLhF8\n", "X4o9IgA3iUnbo2K0PyWCd1F0DMvWNf9Z8XVOCwWy1fokckb0qS8T0s6CuJwOC+lnVUzsTtX3uzYH\n", "sCRG/YOpkHaWUlGvd66GKpUUk7X4maxWmV1lNkdhOuYJDhTIVRnL0F7iRIGjSwykmZyjuszqZNQq\n", "nq2wI8u1zUxcxxsmaKjFd7uc5pUt7CzzD1nuzbCjyp1j7C3TfIybTvjW7++Sfn6kPeoIfKqN/SeY\n", "n42J4ltP7jFfRDkx4XxjI8H/I/gNT/bzPx1+4a8QUWB//fnHRNA8L4P/uaHnPytFPjLFTGeMuG9b\n", "5Y4TWOXXiiKKrvCKXRQbKDZzdITOZipNYeNQmI33emr0LTDZG3ntl6fDpnnNVXNWXC4lMQIn8urH\n", "rXcQaxO0GWHBnKk/HxUj/CEhw0zW358WncVaqmaT6FjG668tWy/vWK5vM4ltovM5KEb+a5lBy9Xw\n", "HYL5dEy4Fith1dCSjTuk+Qr7cpG5UygxUWTnVGj8n93Errqf/uAyuflYkfvgcQb2k5thapk9ZTYX\n", "o1hOdzPZTubnyayERn+4Mf7OqKeSHuPxY/zPw9YXLqyR54fa+dkFPtzPzxR4aITGBv6ggd0nVflK\n", "SHh6NhL8F/C7Z+DYw9ZN1wlB9jvOwHHOKLWIVD/r7Ov5G+SJE/z2nHXJYK1DX1rf5t45bt8eFbeK\n", "PSHfZA+T6+JgnrEeritFh9CZjhKNY+lQIkoi8NZELn6v6Au7rMsvazn2JfHfvlh/PirsG1bFZZcR\n", "sa8sOoK06AB6xDTKvOhYjlu3gV7z/5kW/XFadEYZ0eEcEvJRG4bScUO2UF3/KlYxX7dumF0JH//W\n", "CoursRBsuIGjW9g5SVtjaO1b9jIyFRr/o2nG8kxsoX2VtoWoxJU7xFwm5gKa0xzoZeogXTXyK2zb\n", "w+OjDB+K7/KBufpJPHWglQpzvUdz9Bf4RwscaeL9i9zVxu5JyZqAhA2wkeB/K35dSDIna44vNNVz\n", "o3cPN5709831x7nEy0WEOdt6/nPhmSbvU+xspnuF2W1kWmgos9oTI/7FQmT+VPPcnYq8fnVVa0Rc\n", "UiXx39suRuEN1vP3UyIIHxZfW0kE5m7rHj5rK3YnRaZOA+6qb7O2upd1V0/Wa/HmRIeylhLaVd/n\n", "2irh9vpjuv7eirhjqaK2EtW7quWonbssqnhtLsVE7rFa3G0slTjcEVYPzbn6JPUq49Mcz7Onj+9N\n", "07MY/j3Ne2KNxFCRxYOM5UIyW5zhr+cjhfZ4gfS+qBz2pQl2jzl1EF/h5iodDbGo7usFGutfQjWp\n", "4nXxckP9sWE2EvxfKi6oVz7l9Rea6nlYDPXWWMvdeyo3vsDjnFFSfEo8zjeeLlDkeW0T7c1RfSs3\n", "waEelvLMdvj/2bvzKEnvu773r9q6u3rfpme6p2cfjXbLkhdsbMuywcYY8AZhMwkJCYEscDkhHPD1\n", "5cYkuUAIIU4M4QBhC8bY7Aa8IbxJlrVasjTSSBrN3tM9va/VW633j2+VayRrpLa1jOR53uf06ant\n", "qae7a76/3/NdPh/9qchvT/WyLdMMoNO1OGZD769NFHXHRJAuiOBdEzv9K8U0brv4iGVFMXiy/vp5\n", "EchPaIqxLYvegy6RHWwMcK2Kj0+Pprn7S+q3p0VHUKPzJyUWobLIOqawvS4wVG6hfYOeDVqrke5a\n", "FH6+B0qx+D1aprM3Bqlet0rrBidXme1mfBuls+xNc6CFVC70kT6dD3evzQJzrcx1U1xjfTC6iEam\n", "GG9neTtL4+QbObMno8yfjjM+SHmTV+NN6/xyJ3fMPcXrEr6x+ZzHb4z/w9O9YCvB/6av71yelnvE\n", "tm6vSNp+H37gOXqvhCZprhzkiu4ocn6yyPVdMaF69xyHelnaEdaLa+WYOj2TYaaGVr65hZYc5RTp\n", "VHTFFOtBfzye8hVphaqm1n66fvsKzfRMUQTyFhHYG3o8NFM1I5oSDjP1+2frx81pqoHWRC1huf78\n", "Rn10d/15BU1Z6bb6sUtiUaiJ3fu5FJks+U4G5jm2Tj7DRoa7MvQuhU/BoUHG2sLgZu+RWBhTFVJr\n", "ZNYY7eZYK7vLrGbD3yDzKJ/tpL2PyyvsXYjfw7mB+KF21LhxnNuq9LXxC9u4v7ESPpFNbhvHBEc7\n", "+bsWjm1qjjefT0Zz9Wx4ZCYkbCn494pV5Mb67c/hP4pP7jOhjH8rfAIy+F0v0mLvi4uDffz7bl6/\n", "yS9dwb94OSPzpNfZk6Uyxua3MP0Sih3hxJXq40Au7ATHUzHJ25qOWNMouq6JNXxCpHoWRHqnoanT\n", "L3b6DbmHnBBpmxMXfA0P3rOawmy58857TATzy+rvsSgWhP0ipp2u39+imfq5WuzsG94BK+JqpLN+\n", "vIaZO00ZialsTPcWukKcrW+Z4x205aL3/toSe2pkKixkuGsbh44wsMm+o+FodmIkUjBLyyx2snmG\n", "TD9f6uCavvhBrpthrJ3p4fDt3b3B/iK3tYWH8h91cv+T/QGz9R+yio2Y4L1gR2eWt4zyzlz87v66\n", "WJfkTmoCCVsK/r8n9G7/kfif9I/x+3jXs/D+n6h/JTxvHOyK/v4/HOHQKC+thBDb2XZS23jsCl5b\n", "pNxGtp3765OstSyDGSbTPJQlU4u+/tFUBNVFEfSJwNtoctqtKa/cKlI7V2pKOMzXvxp5/1FROmmo\n", "ca6LoL6qGfArYuEZ0Swk3yUCe1/99rxmD/9A/dzuq9/fOJfh+nEqQsNnUkz2bpQjxdPRUS8Qp7mm\n", "wPE22ntYX2BgJeLvp/LMlRjsZOBQzECUz8TPUM0xeiu7i0xcwVtX2VsLu8s7uxhaYqKX1TTzaW7r\n", "oG2R+3JhBD/ay6EeNsvcVu/6+d6dvDrNTJqPLvDQU8g+H+zhX6Z552rc7m/naBdnLzQplnAJsZXg\n", "f8DjA/37XGBLkvBiYLbIZ9tDoTNdoZhjtYXJ/RS76OoIk/JdKTIbnOoO1cu11sirD2RI15hPxSAT\n", "0aHT6PQZFmmY4yJY18QOf1HsUG8TG9eKaOPcLnbtKc2CbVZcNayIRaThsJUVHcfD9ff6sgjws5oD\n", "XC1iwWkVC0ejrXNeLBSNRWYWR8QC09AK6hDOXYNppsqMpeMNXjnLye3xe5hsJZWnb5OZFJl5dm+n\n", "Oxveu/PV0OrZV6ZtgcV97CzzsloUg08VolZyT5rB5fBIOFfhv3VyRUcU0/8gxcNT/MwQP7QWw3W/\n", "upPHqvxchevrubGWPh4qeFyn1vlsyzF8Xppne5W+7JOX1hIuNbYS/NfxOtH1A6+V+Im+iLlnlt8d\n", "ZVcXAxUe6OCyXeG3W6jS0kW2SKlCtYNKlnJrBPxSlWKN3alm0G7RLM4W1aWcRYvnosj9d2tO7b5U\n", "BOpGS2hJsye/kZrJiY6fs2JRKIsrgh3146zWb0+Jou2QZo1gQ9MuslQ/l1P1cxupP2dS9PwTC0Wf\n", "WJhG1LuCaqSy4dw1mefeXnavctMyn0zzpRYqXcwt0Loe+f7havzO1nu5um5teaKPjk6Wj8cJbFuJ\n", "HX5lgfIirUf5p9N8YDtvn+BVG5zOMt7HS66le5MvLPC2Bd6a4/0dXD7f/FvuamhkXIDbC3y8h131\n", "y7BPZjmc/N9NwNaC/4+LQa+e+u0F/PBzdkYJzzVFjq3RNhd5+4lUpH06x3nVAp9a4/MHuCLLWpbV\n", "ZebaKHSy2BGBf6Q+BbuZiuB/VATgQRFs8yJ47xNWi49pBt8BsUBMiRpATVxcNvrzOzUHufKa3rv7\n", "xMJQ0fwobtaP1yeCeeMKoFH3zImUUcMfoKv+fVzT7rFUf798/dwXa/TlyG9wzQL965zuZd86j3RG\n", "QXcgy0QLo210dockRG2MA6ucvoJCLwNz7Cyw0s56D+PHeMkmcwM8+DDdp7kyxy37GM/zprMcrEUd\n", "4UiLV2kAACAASURBVPV9nNngOzc51sfNJeZrnFvhw+38yBrHM3y+/ve8IAV+fYK7B+LmJyckG7eE\n", "Ok8X/DP4Ic2+OZ55oTfh4pLnh7r5D2P8+Ryf2hHthrun4/vgOKeWmLwqAuWuKnNlFnbSmo+gfyrF\n", "Wo2FWgTaVCoGwcY1d+Fdmv67j2hq76c19f0HNFU61V8zU38sLwJ6tX670b3TmORdqx+zMQ9woP7c\n", "c5r5/gFxldAoJje8gztxCOO1OMfVFNOVmPIt1UiXaduMc9jbyfgqp1bCd/dQno4KI6vha3C0k1qZ\n", "L/Tx2YFIpV1VZN8Gezf57DIjmyF7/ZnVkGy46wjfvY22VXYucl2ZP+vnPXPMt4XA28EZPtnP7jSf\n", "38bnTjF+jl8d5O+6KVS4eVzTV/sCLKzwyUTZM+GreLrgXxFpnoaFUsKLnzTD9Vx9b4Vta+yYYrHI\n", "Up5bU+xsY3iTntlI/Sx20tXFaplqjePZMGivVGNn3S3UN4fELrwoAu28+OhUxK69JDp7z4j0Tbtm\n", "N1Cf+IgVRZG1YV7VXT9WQyW00VXUJmoQq2IWoKd+/FGRQnpQXC00ev+XNP2CF4QW0SDKZQ6nQ4e/\n", "ta7pczpV7yLKUF2lnKe1PWYfyrnI0d9QjcVxKsOpnjBx37VIOsfDFfLbqSyxeYziCkeXaDnMoQ6u\n", "7eDqDIUSPzVF3wrv72GsjxNdkWL67WWOrPEnPXxwkekJ1EK+IZFwSHjmbCXt82V8FH+meclY8+Ic\n", "bLqUqbuftOf42wyvzUbaJrPE+FL0qE/XSO/g4Ga0M7b1cftQSBGkcX2ZXJZsmskaKynydfmiRo8/\n", "TbXMRzQLuzvr/2508+4UaaAZTT39Fc0U0Joo7G6InXq7WBAabZtt4n1T9eOcEzWBRv9+h1hkWurP\n", "bWgD7VVv70zRtxGibJUUPVX2phgoRTvrfXnyFZbb2ZliZiB2++1lBlpZzkc9pKtM6yaXl+ldiwW1\n", "o4+HSoxucqabE0ucm49i7rvGGB9hsIflPn6jTG6VM0tc3so3LfKlPn6sL7qEvrjcDPwJCc8eWwn+\n", "beK6+o1PuD8J/i8eMlx3Ja/vpnOdB4p8Tw/tGXoWeM9EBNgHs8hS6asHy376utlbiUBeaInXtKfZ\n", "Vq3vtlORU58WwbUxSNXIRjRSM0VRXF0TAb1X7MbHNUXc8vXXtIiFJKup+T8hgv2Q5gLQ6M1vNLw0\n", "9P3XxFVBb/3Ym5oTvoVaGKVXaqGPk6mFqFq6hd2VSGENpMNYZaGVby7Hbj6dDgG3pQLTqVgwUhX2\n", "LlLLsy/H+uXxg46shnXjRBf7dlBboX+Sx/KkOvknqxzJstnHIyN87ATvqvGr9Yb9e9f48VZ+u3EJ\n", "1OjYycbfUtmT9ur3d7K/neVyXGkk/fwJF+apgv9/wc/i4/jT5+d0Ep4bDu7j32znLcsca2e6j+Ei\n", "r5/kr8q8p52DRY5uML7J8NWkhqjtoJihY5Pr0pxojThUFBO+/almwL5SBGgieHeJnXsj5VPT7MxZ\n", "FIG/7bzv3ZrCbRuaZi+tmvMAS6JIuypSOtvqz+kSEs5HRVxsGMgcElcDM/X33C2uVtarTJTDj2Co\n", "fsyi0PMp1eJ7tcJomgNZKmlaK1HYnc5wbjJeMFCMovK2TQodDORj6nmyzIF55vOxqLVu0J5leZS7\n", "UnznNHtW+HKB/iVOznKgt/n3uqHMjpzmuDP6unjnjrgie6jKn048/vHRXv7FEN9WjInsX+8Miedk\n", "ojfhyXmq4P8d+Dm8RxL8X8y0cEMnN6xHy185xb7dDB7n3WvctMG/aOHDp2gb4nt2cfkyxW0hctY6\n", "TmEg2hiXK4xXI3j2piMYt2tO0W4Tuf+aCOJ7RFDNiSB8n8jPZ/By8fqG4FpBXVFTUwSuJNJAZ0RN\n", "gKbxSlG0cA5qdgA1OnaKoqe/oR7aLxaXRt+/VOjuHKrFfQMtsVu+LRvPGyqHd0FVGLXkN1nZDGnn\n", "yhwbs6SneSTH3mF2rfFghoc76EwzWGGobty+fYVqZ2j67N3gj6bobePgEm9a4XdasMoXenh9NiSe\n", "f6+dY+f7P2Qj8P/KWshMH8+wMMzNJ5tPuX6AnynE3+NVONPBrY1hh4SEr+Kpgv8nxP/gTl/tG1rT\n", "VPBKeGFTo2uTR/Ix9PNwntN90dN/PMOBSgRyNfbtY/QKXtYZwXiihZls5NOHa9F3ns818/E5saNu\n", "tFZu1xyuGqrf12hDf0Qcp1WYnlfr/25o9hTEDr5NLCaXi0GxeXElkaq/pkfTK5gIdsfr3/s0U0JT\n", "9dub4mPcmCTO10LDv7VGqkZ7hbY0O6qcWKHUFimvXJXWFI9mo2VzeoOlE2TmqM4yOBdCcI+0hJn9\n", "0Cwr5VDuXCkz3kFtjY2BeN+VVR46w/QRbu7hbCd/k+bj9V7UD40zuZ2OfAT+hxsmCOKH2q/pwHag\n", "wnCrpmCS+hVLivakNpCwJZ4q+P9M/etvPHPXroSLR4kvzrE9wwP9zI+Sm+GbO/ir4TAcuXcNXZTq\n", "egmnenjFKqUJ7uunUox00M4cbZ3R4pjLhRpmTQTvqVq0TC6JvUKXuh2iZkC+UjPl06U5edvo/Gk4\n", "fA1r+vU2CrjX1R/bEAtAWqSZlkRxt2Hc0ld/zhxuUdcRqsXE8oAQoSOG1YrVkHPoqkTnTU+RapFz\n", "VTo3yLSROxcLwPoSYwusr/PWL7N7iVOXM1cJiYW+XBR+JzPMVrh+hsUqi7Ox+ExOkDsZJzSzyc6O\n", "UAbtzdRlqTf4zOn63yzFwX6u7I2Oqo/P8kAlFuuRCne3cvL8WgDumOV/DPOtRcYy/N2Gx6WFEhIe\n", "T+ppHnu6XcRzrR9elwlOeIak6Otk/y7+uZAi/ps9nNvB341x5TzfmuGBN9P9Uvb3hlLlAlqXaJ3k\n", "yCg9L2VPH7lUGLhvpiIN1JB0KKcjBdMpAnKXKOhOCnvFdnHV0PDsXRL5+4a8wgMidbSjfryUCOYN\n", "35mG9v+YSOV0inNsmLd0aA5zHdOc9j1Uf+1+sdhM1G+vVVmt0l5l1wrFdQpFylVaKqFvNDTJ2jr5\n", "0xwucGCZobNMDNA/xPLBqAnMr0Yev6fK4jIdy5zpJLvAdJXscRaX+KuHeV9XOHHBL3fxn8Y8bvhq\n", "tJd/N8SPFcIo57+084E53niI4TxjG9xyf/2Xdz4dXJtnoczZZUm+/1LmaWPnU+38P4e/E22eR5/w\n", "2OV4h6gL3CjhhU4thn3alnh9hsNdvLZC5RwbbVw+RGGN1y7Tc4yjwxRfQu8qN0xxyw56MuFMVRKT\n", "v23VCEzlKkuZ+Jx1a+78c5rp5pzYmTcKwQ9pykDsr98/J4L0pFgwukUwnxCLy7Jm8G/QuGro15R8\n", "OFX/2lk/7qrmVcGiuoFMLe6rVMiXmS7zWJrNdAT9rkp08+wo0t1FXzEM1697hLZlZnto30u+jX0T\n", "tLTxWA9nVuP3uLIRwmsDOSrXsfMMIzOcnufNu3n5dNOc/sYSB/Mxdd3gUCdvW6/PQVT5lgq3DvHT\n", "U1xXZCnNzw/xl6c9PsCvcviJC0JCwpPyFLog3iz+x/yGSNYeFXP654Tx+pQwX0940XDbIn+YZ7yf\n", "wTKPlbmswP4U021s3yS1wNxSGI/MLvJQkZGlaH1smaRlMXa3y5XoiOkQQbk7FQE1U8+lN8pCFfGc\n", "abEbPykWiAHNqdzGVG+32Ff01583Jz6iK+LjNikCeF6z5NRX/9orrijaxWIzXo3XHhLn1VHjnhoP\n", "VNmsxIRsTbSDtmVjcRlZj4N3lOkv0LHCZJWlCbJLjCxSm+XBPA/2hS3j7mk2lygvUxyj44v0PRQW\n", "j3sytBTpbOfctji34Spfaujr40ya2SdM6S6UorhMpHruaWM4x1s3GMtyezdd/ZqtVgkJXzNbTalk\n", "RFsFMZHzfPUPJ2mfZ58ObrqG79rkmxejLfBzN8SAUvHlkXLpW2f+AGupUPo8ezB62vvWyF0RO95q\n", "XdN/OBu6M52i4LgoAn1H/WtUdPg0/HPXa1EryIk/b0Oapl9TeqFFtG428v9VTenlRho7LxaPksiY\n", "9NSPX9EUg0sLTf+SmLpdq9JfZjnFYJbt9UG1lloE+qEZvtgTnTw7ZqJGcbKL6sOMp5mfpv9Ruhe5\n", "541cd1UsKqV1xudYvIfhe7jv1bxugMEBLi+RKzE7wRcnOPsAJ0p8XyYWzY+tc/uEx+/gc3zXKMPb\n", "aO/m7HqojP7kbBjtvLLCze18doy/O+VpJR4SLkGeNnZmnurBJxxoVVMc5fniffiF5/H9LgVKnFrk\n", "8nx05Hyui8UUl82HRPN4C9PpGFDq2hd57dYOukss9JJtjc9UrxiGWq3RV438f0eNyVS4fmVTTZnk\n", "mgjQVRGUW+rOX72afr9rIsCXRf5+QLNjqFOkixoqIyP11zUKvetiEVmsMZiK+kJjcz1Zoz1FrozV\n", "CNSb6TBb6UzFIpapxe3cRpipz6Y5PM9SltUiZ+ZJzTCei/z93F5297O2g3LdVHj+JOt3cud8tMi+\n", "vj3SPoOt3L+HR0qcmuATh0MnaKGLIymOzkYaSl5zgKvK0So3dvCuaf7NLGMt/MUo35xirha1iBuq\n", "fKHMclLYTXgi7/M0sXMrE74J33is8oEz/FFLpDh+f4nXbvL+zjAkH98ZAmZrbfRW6SlE0XN5hI0W\n", "RrJsK8UufCbNYiZMz1PZuK8rFXaNiyJ1kxEpj1KtOW3bcNNq1ezsGRdXDXvqp9mY4t3Q1AbqExnI\n", "FhEvG4+v1aKTp6EoWlEvKldYLEXnTXkmdHoubw3z87Ua6WIY1G+kWM5GwTdVYncfk0tUN9jRwdWF\n", "eN6Rq7lskF0Zdm1wepWORartnMnx0hKPzDHVyZldrGaYPUPP3SzPUdjkp3fxr+oFkf+0Lxa7d62H\n", "YN5HFkO751A2zF9eVw/s71ri4xk21nn1GofKfDRJ+yR83STB/9Jlg8UNSln+6koeKUbAGsTxLrLb\n", "qHXQvRYGJw/uZPcMYx1hZjKeYboUhdHltuh4aavn/Q+k4yJxRATzhsRCWyV8AzIi7dMrAnxFLAiH\n", "xEBXQ9v/MVEQ7hAdQcdEyalRQK6pD4ZVwg1rrRYS1dvrP+JqlalKyCukNmgthu5OJR2L1XAuzu3R\n", "HC1VTnSTW4ig3rFBx1RIXbx8icECZw8wvCe0+if7yBboqMbVRq3E5gCfniB/Lty3FnJRS+ldZ202\n", "0koHerihxkP1wL2zj1cv8cP1Qm2xl4eXw3TncLZZVrsvx8lz4QC2L8OZbMxenl3VvLxPevwTtkwS\n", "/C9tMrymhz0b9Oc53h9F4DfezXIX612czNPfGgqX0yXWSnS0s5YmtRT98u0lrkzxSB8LFbbVyGYi\n", "tbMsAnZF7IJrmobqw8KwpdG/35gYPil29I3Brrz4qDb0fqo1DqTi8Tahx9PR6Dqq8HA6rjpKqagF\n", "1PKsZEj3RqpqGqNlsll6alxTZWw9pp9fU41aR8dSLBz5eSazTAyFGFspx+gYtXWODzG0yPIik3Nk\n", "J8mu8YVFOvYwmmVlicpJ/tE0P98WTl8ndvJdxbr3wDDZ8wxatlXjB59f5dfneawv0lK3FliY5jcX\n", "ububzSqHlznYzfX9lGvcOcfEBQ19ExLOZyvB/8m0wJdERe6nRTUv4cVJC9+e4afOcTrDxBrpa9i9\n", "yOfK7FhgYYmzFTbbQu/nlWt0VrmvhXKFWlt4/HZm6a8ix6l07OpbRS7+kGYuf7UWwTxXrwkMih39\n", "jjgdfZq1qoaKZ0P/p+ERPJBqDnt1YrbKSjVqBKvV6DbqwVqF7pWYTi61Ml8JD4JUhmKWuWIUfLs3\n", "WN8kW+NoJoa1utaptHFmjbVVOjJR6B6dD2ez3DTH0nzpLH2HaX2Y7zvDPxR51yD/Zpyz84yNhAnM\n", "TxfjqmAkx1o55BzKXUx1cUsP75jnsRy3Vuo/eI0TsxHspTSLuhvcU08F9XXxzwf4uULUTH5tiJ8v\n", "aY5cJyRckK0E//8hkrN/Ur/9/aLN4j5h7n7Tc3JmCc8HtcjZw54Kr5nnF+fo7WTvFznTQlcLbUXG\n", "B8jkYpBrKsOrx3loOIL45a1hhlKthSbOUioC5EPqGjup6PJZTTVdtHaLK4OdotVzRuzyG22g+Tg9\n", "yyL2TdYf2ykWiDlxrHSNYpqhLL3lkDcYz0T/fm6NnZUoRBdTkb4qZWMBeCTFzg3KRR7LMLrM/gqn\n", "WnkoEzv0hUWmVqgeoqfM6grvfozTHTH1e/pTsWv/zhayu/jAAHd9mu8Y5I110aI/K3HPfq6ssX+A\n", "z2RpWYnZgFed5SXn+JVW3tFJrcBtMx7fTVe3YJQR/1/PU/Tc285N9XapdtxY5Nq2GEZLSHhqthL8\n", "3yacvBr8ttD4/1kh+pbw4mWDv1qkqzccu25LcfN9dNzAK5d45CjfNBK73t4JxnpYG2OkEDr3lQIr\n", "bRxNsdgdKpnZNJdXYkd+uEohHd0pffUi8LYUs7UI9NP1rxOiGPzSVHwkF0SN4BqRMnpUdBBtT8UE\n", "77ymU9hiLa4Y1muRxz9YCr2eYxXUqGRCgrmcoS/NSDqMzO9dpv8UD+cYaiNT4uEaGzV6pqlNsrbB\n", "d/XROUNqJTyMP9IeYm3paXqWeHOR609HHWG9gzt6I5W1Vj+/k/28ocCPLsSC9sODHN7GD6zQVeVE\n", "iu84x8+fi8ngJ2Owg7cOsyfFkSp/MR5/u6li1GdeVV8AjmUYeypbx4SEr7CV4L+G7xNmLvA9ms3W\n", "SYHpRc/D07yn4CsiOjcMhkRxb5WDGbZNUminOshmjmMHOdwRQb5nPdIg0xVWexiuhDR0b5blKi1p\n", "Omt1/f5aFIQ7agzVOJ4K7f0lcfUwkmrOAqRFQN8Ui8gQ1HWEWur3VUWhd+8mJ1MRcK8TqRuVUOJc\n", "LYR5zGw+FrdyLnLqnRX2FJmbpbzExlDUNIaWY6L5E1WGCnTs5boq1Sq39NG7xMwyL72D6QKXt7Ov\n", "h/0ltpfDf3dHhk/N8O+HQjX0C/3cNMvHennFCi9f579O8NFuRsrsmQs9oMULSTFkI/D/2npT0XN9\n", "mI+fYmKJ3+jg0Xo+7BOrLCa7/oQtsZXg/26R+vmN+u07hK9vHv/2OTqvhOeXhrRAB9ftZbTC4d2s\n", "7GN1ndbTbL+cvWuklzm7g9U1Wmc42kshFYXRSmeoVW6momg6WOR0ru5HUkOazlLk2adqtGajcNuW\n", "isdbalEM3qxrBJ0RReHGYlDTnDc8XJ8vWE8xk2KiRn8lJCey2ZisXVxieJ5MH6v97G2JPv6xXBSA\n", "q/vpO04hy0CFfJaJHtJn6jMNLWHpeN1ZdnXyQA/pTU70kJ+MOsOn99I+FXr+n2jjxCMhAveb6+jm\n", "HQUOtbM3w9/08IU5xk5y547QU7oty18UfLVOT4NMZFnPV/Tc0Vb/pVS4fZzbG61P9VpBQsLT80Kf\n", "nk0mfJ9Xhq7l393AtWuUOnhkJxuZMCgpvTzkD8plWttC06f3JEeGON7Ovi5GO6IrZqGf9ZYYrFpv\n", "iTx8Zy1y9VWxUy9jX5rLqmEYc1x057SIFFBPmv5StDSu1iJlk6u/XoXTtdAaWipH+mQmS7YcbZdD\n", "66xWWFpmboK2deb28apspLCms5zdZPQso9NhbrO6HotYZ4710xigZyWMWAo7ODtA9UHe8mnWBrmr\n", "m+GJ+L7ZyzVnyI4zvcAfj2GTN+3mP6a4u59UOydy/PcHxZR8RrNfdcOFg3aG793DL5Yi8N/Rwntr\n", "5ymAJiQ8Gc9I2O1nhZvXBy5w4J/8+s8r4QVIJ9/ZH5O+fW3Ic2aZs2usb4uOmRvmeaSXwrZ4bF+G\n", "V66yUOVELXbdM211Z64NDtQ/gGsVHqvGsNVcSwxO7e9gMEMpEy2Wi7WoDYyKVtGFGmdSLFUjTTSX\n", "ijz/Zi0Wh0I50jHbM+G924uzxXDMaq/Su8jQQuTBU1OMlJgd5cjOaE3t3aR3rt5htBwF3dJaBNiP\n", "1yUdhltC/G2tld4irxvnxA4yBTp3cGiNV2xE3n7+BO+bjd3/nZ0c24xf67YqPzEVF1cfbtdMmVY8\n", "TsnzglT403OxAO1s5XiJz5x7iufnNC+TtnL8hEuUpwr+R+rfv6S5K0mGSb5hOdRC22Z03ZxNRwpm\n", "YZr+k4y/kvlH+GxPSD3PVdjI8+XrYsddepC9y8y2sm2ZbVnS7XSXKZeiULqvQHmTg+XITizlqHSF\n", "OuiqKOgWq9FNNFqJBWQ1E4vBjhqt1ejQSZdjt98jirjEVcWeMqc66mJtNTZb+HIX+aPk15gbjHbV\n", "bSV2TkXqyc4YCluap7zGFVOcS9PxKAMrrOeY3Mahybi6KW0nv5vDS/QWePcMd/bSXuDvB8SOXnQg\n", "wc3z/OYIbyvF4vVnDYuyr5X1yPE3Uj0XpI1/MsrrhUTHh5e5f/LreL+ES4CnCv5/W//+B+fdlxHV\n", "tqXn6oQSLhZHU3x7bwT9gQr/UOPBRV6ywF1HInfdeoCuNc7dwMBC1AAGe1jex5fy7O2lv5tdlThe\n", "MRsSx+urbFQ5ucHVNVbbWctECqmQii6d0Rqr9VbNO1pCj6e/THc1poK7KpHmKWY4mCJdDa/doRqn\n", "cmQrIStxrhqG7H1p2lvZW+LULvbtDF/cA0Wm+hgrR+pqYYLUPHNrdByPXf6+WnTu9M1zrIfxBV6R\n", "Z6SH9boCaNc6R9pIFaNLqpqOXf8HUxxtFF0L/LezfLIjrC9PVOjpZGlDVLO/FuqF7Kfijdv52WJY\n", "QRKL6/1LEivHhCdhKwXfD+HHxQfvbrHl+h/4lWf43v8V3ym2gcfxzySLykXk5RlGpsi3x6RszzlO\n", "HOW2hfABOH0gfG/3VcKoJJfleEcE3NX2KNp2tzCYju6dVCXSIcvZ6MCZK/CSKbL5yEaU1mLoKpWl\n", "OxtFzftTUWPIpWMBKtSiQJtNh+1kqhg7/FSOnetM5ZGns8xEicoGV5TIzdOVjecvDtPVFnMAQ0XW\n", "O+lIh/l8a5Hls7zjM/zvQW6tMtAdKafaJEMVOleYHOElS1RnKE7yyjH+oY3f6AqZ57Fj/P0SH12q\n", "B/5Gu2Ua6zy0zvWj/FZbtJl+Ks1vjnvW0zJt6eh+ajBcL7InJHw1Wwn+V4utzruFr+/P4V7PPPj/\n", "vagrVPHLYmbg557hMROeEa9aZM9sdOuMZPnrCufK5DZJT0WgX+9kZJSBfs7mIu/emWd7JQavqunQ\n", "tRlHrRK59MFUdMOU++P5tQqFTBRqt61T7mRtjXSWzrZoxWzFbIr7a6G7U9lgbTPSOUNFVophgziR\n", "obWCOSo52udi/qClNSQfchlyXVSyHGujpStaUKdWQ6voJT185jJqp9knUjyvL0U76+A8mYf58xlu\n", "vYK+GtedDGXQwln+ocpwGyfmGTurKcuc4sptvKyHma6oc7yhk/wUb57jmgyPbnv2i7ZHl/lgPz+0\n", "GnpFn6752q8wEi4RthL8s6KI9A7R7lny7OT8bz7v33fiu5+FYyZ83dyzxO928/31us4f4Ghd2mNl\n", "lUdW+NZOzrUzucojB0Inh/C9Hd5kvBhF3c1UiJ+Vaxycjc6ePfUictc0+X6qS5zooJBDme3F0OgZ\n", "2Ay9nY4a8zm+tBH+ArnV8OJdylLLcrIjZBzSE/QsszlPuoXjrRT6uXImpB525FAJkbWW1nDt6thg\n", "32Icb7WVu3p4eYHuIq9fYmaIUk8ocJ6ao3uajSsjjfXZa7n9Qdon+LUKVyzz6TbePxgzEzDaw0/1\n", "cLASi96J1pC+2NvDJ0vcuBIGMs82x+bjgvqj3ZFC+/y45oRwQsLj2MoH8LeEL94DwhF7r2c/PfMj\n", "mvIRCReHTf7PGF/sjILl0UJ0/bx6NHbYn3uE/57n8ht4bYr2L4eT1WQbXdvpnIzb3WlmWhmp1VtE\n", "N6M+MNtBX4UdlRgKa9mIFFFvqS7Qlgl3sPVKFHeLubiC2J7i6tW4KphJMb9BdRIdTHeQeYixMbZt\n", "Y2WAV56KY83nGW9nx1mss6Mnuoom1+lN8bo5bimxOEFpIRa6a1JMtTKxyhdKVLPsLbDxWl6xwK7Z\n", "uqNYmv05vqPem39glc928/AsquzpCInsR9u5ssRglY+2cbDGeBf/OReyGu88yIkC9097dvx2axyb\n", "i6+EhKdmK8H/f9a/GpzGG7Z4/JuFYtcT+b81C8rvFTnSD13gGO8779+fq38lPDdsNlsU5fmRYd6z\n", "Sr7G/+zigxP0P0T+Kq6b5949tNUorkYhdnCB3m66NhlcZ7mbY12ML7O2gCLteTIbbE+TbqO9GN07\n", "bWsxZHVvC4OdjKYiRfSGFJkhSovRAZSv0j8Vmj2zPdGFU7k6dv57TsSA1WxfpIn2zVFqo1xgx3T0\n", "9r/0FCf28ucdzJ2hfYyZL8fVTd/lVIZDqqLzOMUKZ15Lxz52HuZNK7HAfWKAlfNSNnOpenalfkU8\n", "tcGDveGVcC4bkhGjE/xNF39fihbXP5mLttI/7uT/qzavGhISvi5u8jXqrH09l541W7+UfNPTPP5P\n", "8VZ8y1M8531bfK+EZ0ZW00mqEmYu31JuTpa+bYObt3HosZBznu6j7QRfbg/RtO8+Rr6D2R309tC7\n", "zMps9OmfmGbzTl6R4d4bGa1Gfr7aHrn4zvlof5/Ls7pJR5axdATJ/iqrLSHLvLYZDmEL+0NkraWD\n", "nSVSBc6MxjTw/jL3FNk+zWSFuZ7w7D25zvpsyEic22D1fl59F7ViDKN9+yqj41QXuLqfqQIt6+yd\n", "4tYWMj3csR7105kCd0/zy71cWeGLWT57zleC/7FF/lc7r2rjdIVaLc7rjnPct8D/2hGBH969xke6\n", "kuCf8Az5nMdvjP/D073gYur5vwU/I5qSExu6i0pfF+/cwZ4a91f4y3ORGx87z+bzZJZz80y0MHKc\n", "u3dzpIt7vxjBstIa9oaFs/TkI2XS1UJ1lY3jzJ3grl0cfIjqKNkuNnZQ7KSrlWyR0VZaCmwfo2cg\n", "jFBmKpFq2T7HuUKItPXk6M5zzULMMz08EOmZQo77Rzmd5bHV6EoamKHaFovHS74QXgFDS1G0TcJS\n", "VgAAGZVJREFUzU2FyUu+LTplrl4PT+O2aqSO8umQqNg8E/WJEy2sLnDiAU5Px1VRbybqHI9rp6zw\n", "+bN8vkVcKTfmY4pojTmKBkeykZ9PSHh+uZjB/wPif26j8Hs7/vXFO51Llhzfs533r4YK5ZEsK8Pc\n", "fJo/6Ga+M4qvHy/x8DH0sWOThUm+PIFlWg+xvIeBc5hko5u5DvrXuWqTjctIL7B3jEwnxR0Mz5Hv\n", "YrwWrZhKYSpz2TRf6I5uoM00Y8uY5mhPtH/+4HHu381kgfl2upfp7WPPamgBdZ3iRC+dw3zTMGNd\n", "rCxwYDr0g/rPsX+ZmQzpDU61c98yvQNM7eMNm4z3Ml6hOh3aQVc+zH3D3DHPyiSn68NcVsM05km5\n", "UKfNBh+eD4ewHTXurvGZ8Wf1L5qQsAWeTjenW2joHn/C/S8RBeDnmkTb57mnjV8e5WfP6zn/xx18\n", "8Lj4/bdpmonUO2e+KqilGR2l8wD7b+Rlu9i5k77W0NafX2J9ktxJdqSYuZqBNco9pLbT1cGOc5wZ\n", "JNdKapHMJp8foHc2NHMWhjm4xssWeLAv/HiX0uzC9LZ4ze6ZuAK5c4j95xjI09nF6GQE2f0P8vA6\n", "m8e55zJeNx1XFrP9oYY5coBaC60nWStwb4qRWfqKEfif1UJqQ5ytKOnISXj2eUbaPt+L9wvB9ZwY\n", "wrqr/tgf4vpn4QQTLj5lHqhLBR+ocEsrYxua3SfraOMHd/OKFJMp/mKeYwVeM0hXjgeWInP30hrT\n", "U9y2l5dtMrLB8DqtfaR6GNjGPRlaekLVs22dtmVOt5NrC/389TwzPbTM8pqjYcjyxU36FqIgvNrL\n", "gRJ3DvDIJONjbI5zRYG7D0UaZuc8V7Qw00nrenQa1cZ5qIM7Nzhd5N8ejkGvzoO8qY2PjHDVOpct\n", "xvv9wGnGU3zsTP338Gx045xPkupMuKg8VfB/L14m3DReif8junT+8nk4r4TnjzIfmmBxR0gFP7bJ\n", "rU/Qg3njdt5bCtmAdSwPsW8b792IGsBffxNtA7ytEENSv3eE04ciUKfyLG3SXSDVEv3tc7PRstk5\n", "QleJ1alo/+wrUVqhPcN1x6Ldc76bcp6OLjJZLHOqi6njHLqNYyPsnWG9n7k2NqfJ53hgG+VuZifD\n", "6GWuzPQ57rs99HyOHGKom1dvxvHfUA6Xr4Eq12X4vREefNizH/QTEl4QPFXwz4jAT+z434C/E9fZ\n", "Cd9YPI1wWE+Oq9b4+3YmBskMMLoaQ0X7u3ntACvbyVa5do43TvCxDOkelnrp6InJ3Ntb2XuW/FJc\n", "Bew9xuYyhe0UB9j1JdbyPHYls50cLXPNGFe00b7MYn84c+Wm2H6CPYXI3Q90sVLiqgWqLaHSeSwT\n", "k8OVPDvnaO9kMcNyCz+4n5Y9tG/nzsVQFH1DIQq6H8nQsck9i5y9YEI/IeHFzlMF/2UhuNLI958T\n", "C8BfCcmHhG8snkI47ESB/9bP3v4wY3+wRntftFEeWo8ddjHNmWFuzfJgP12rHDjB9G66BzmWpX2T\n", "lXX2PcqxfAi2DR8nPcmnX0G6wtApZsoUNuiej1mBpSL5IfYXopBcWw9toc8OcE17LDbL3WEEvzoY\n", "frnLWVKHw+e2fY3ORdJdbNzIj41x2SN8dJ21bYw9zF/vD3G5b5vk1lZOfa2DjHle3hVXGQ8taer7\n", "JCS8IHmq4P+vfbUo1DK+XdQDEi4Z7p9mqZ23DMZk643TfKGLEwd57cP0zzHRwfR2alVmNpkpkp7n\n", "siK5h1loJ5OhrZXsGmcr6OCaHJODFGZipz60xvZzfGmOzQLXdfP2Ge69jjM9ISFxdpPMOm1t0SZ5\n", "eBdrPRya47Y1NtYot9C9Tk9bXCGUivUcfz/tZ8Jy8l2n+e1UtLfuP8W+dR5OMTTPK9oer0DylLTz\n", "E6N8TylmHn6/mw+dEUXyhIQXJE8V/L98gfuL+OBzcC4JL1yqnJqmq8DP1DteyjX+aIg717ihwHSO\n", "x8ZYPMpLV/mLPeHAtVbhymW+45EQVvvMENVO0qdC3GziEOsTVKfYleZwH63HQ2H0jw8z1c+pvbSd\n", "iw6hV03w44v81pXMzbCrQNcgZ0dj2Kr0CA9sj9TQqTSLnZzqDdOX+TSpKr9zJQuPMlDi1CxHHuGf\n", "9fHvz7NSvLVDdEtsQcfqm3r4wWLTSH01zy0dSdoo4YXMVvr8v1uobm73eDOX7ufqpBJekGxyfIkP\n", "tYdT1l01Ohaj3fJz/Ty2zg2T/PgUvzTKy7LkJiLg/1Gaq9IcX+aOWfZfz489yrGzPHAdJ4t0nOaq\n", "bq5coGeKuzv44zaOn+H4WfTx49fSWuLzaXZNUhgKqee+mdDxWe/kUJn1E9zfxtppBqapDVCoMFTm\n", "h+ei9vDBHZwZ5/gRLHBLF69s5eoiH83z4JItCximn/C8TawkhkcJL2i2Evx/RejuP/wcn0vCC5sy\n", "584x3clomfUBuuZ4zXJIMPzPIf6ohTuu49AOts/GDvjd0/xBht87JdIgfaHLs9LC7s7QA/pyhnsP\n", "cNcAuwuRNz+zydU5HiI6blbZMRFiap/r4OQIu1q4cZ4vDLNzmWtnuC/NyBipdX7pFNK87VpGu3nL\n", "Jq9foNxKbZafnmV2Pn68vz3LuW0MtnBsIb62RI7b1/j17rCx3MBHqixdyJA9IeEFwVaC/6Qk8CdQ\n", "4/ZzLPczkqewzv8+zGSOW/IRXFtrjLSxvBaOWRt7eKyH5VWhqwDrfHqV2jBvqDC1xNhQKGG2pcJK\n", "crXGzk1mz5OXsMGfLNHaQ2E4dvvLM9y8l/1Fppfp3OTts9xao9bHKyqcOEf5LDv72ZuLjp7SGpla\n", "OIl9hRL3THxtv5KRPt4+yCA+jR8tUCsxUZAMbiW8wMk8/VNcJwa8crgcV+FKz8+C8D78wvPwPglb\n", "o8bMGieW6KlysIO3r3NHf5iodxb43lWO9VHp4cAGR3MsF1jJMrKTN/aSr3DPILVUKGC+dCpsDrdP\n", "8dolzrYwvcQnznjcMNTcKp9eD//f75/nJ6f5wnrINx+bp6dIZ5XHdpAq8bpNRrbxsTnGS9y+Lb5n\n", "C3x4g6Ozvn5vijb+5Qi/tMqbS1yWCrvrI8+WPHNCwjPhfZ4mdm5l598jJnve/IT7k2GvS5qH5nh/\n", "jts6mOzgHTNcscmjw4wucaads/2h7LlzF2/t4FtKzJVC3vnEBqerHEpx9xCbk7ykFLv+s20xkPWk\n", "U7BrPHCaT46Saosp4Vsm+fFxHs7za6P0rfBtFV7fErWHwweYOc3wBI+28fsrLJ3z5EG6g2vz0VG0\n", "UHDhxSHDVdXQQ4KXb9KffxZ+sQkJzwtbCf7/9Lk+iYQXJdVIk9yTZXCOVw7ymiKfWOIT/WGe8t1H\n", "w893YYQ7u8L7djXNH47y7jm+sMLlq/zO3pCAviUbE73HpuuicReSQFjjA2f4q7Yo+C6e4GxPeALc\n", "Psk/fxn7S1GYHiozPMi39PLeedZW+K+dvK/NV3nojvTxE9t4eZmjWX57mfsnn/QMIk2U4u2pkL3+\n", "VBtnkjx/wouGrQT/33/C7cZO6Eee5XNJeHFSjqLpb1b4TA+bc9xyhh89EJ0+Y928bJahFMdb2FEO\n", "u8axFOkSnxpmZwdHNvj0FGcOiyvN83fcWWHqWzvvsQ3OprhshN0Zjk6xusS+ITa7ON7PlyssTMXE\n", "7t56G2Y7XlqhN/sERc40Nw7wk4V4zrfiTBf3z3vyga0iHzkXsw2daR4ocv/skzwvIeEFyVaC/8c0\n", "/yPm8U58jYWxhG98zizFF8iGbMN3TzOd4RP7KJe4tcTxLs4sRC1gx15eNRCdOdfVGGvlAxkWzg/8\n", "rXzvTr4lw3yKD61weDLuf+cr+ZFUuHv95WhoCv1wN6+6nzN7Ga7yUDpy8dt38b8LXD4T3UWLT1KQ\n", "zaaaaZyv8BTKiPMF/qLI63fymhy7d/PRSV91RZGQ8MJjK8H/z59w+0O47Tk4l4RvHMr8nwmWdjCQ\n", "4f4zob+fr3BsHZshAf2Oa2KR6K9S28ZGitFpFlYZ6eFgPrSBfnSdb62nVGrdHF5joJcfSPGd9QWn\n", "rZ3bdjO8wLet8ZkTTOa5dxvfM05HRziH/e4+/vawrw7QVb64wAf6eG2RIzluWfe0Mg1vGeEXq1y/\n", "yXiajmE+dMoFpTISEl4YfD1mLoeExn9CwtNwbo2HshE/r2rjdEHk8av0rEWvfXovb1hiKsMdwxx/\n", "lGu381MdXF/iDwd5bIVvneIf2ljeyfe3cbKHmZbme6WhxG01XpvlVRt8OE1uhf9rOYThjmQp5PnD\n", "C+TmT8zx/xa5sp3Ty0w83aBXhpEc19ePt7PK5Snx/yoJ/gkvaLYS/M/veKgJT72ffc7OKOEbgXZ+\n", "epTvKvKZnbRnuWGMkwO8Pxt+tQ8VuCrD6iqfynO6ldpputu4rod3LtFX494Zju7lP2eYPMjgBj96\n", "KjwH/ub68AzoqfGRVu4/wv3rnN1OR77eklrk0Ry7y+wt1ydvL9SKWWNxmduXt/hzVhkrx6JyVTl2\n", "/o9+LR7XCQkXjadzyUoJCeczT/O854rEyetFyY0j0Qa6mWJ8hMtrPLbAO5fPcwmrsms3/2onvSVG\n", "F7mjj8M41B1WkZ0bbGb464NckWV3F9vnWTnLt5/iPX08UgnP3XsnPLmnYitvfAnX98Q+5uMnGDvx\n", "hOe0iEuHkq99x97KW0e4MsM4PnwOSddPwsXmGTl5NfgYrn1WTifhEqFUjcDfWovv5RqZaqTZ16u+\n", "ciU5di6cvd6W5a52pjr4zWP8XoXsVWSWKZS5poXvOsF6N9fUuKubz3ezscyRU54yNXOog7es8LI5\n", "sjUGcvxi3lcM10f6+O5tbK9xb5m/HPe1yTFv8vHTfLyR6knSPQkvCp4u+Ndwr3DyuutpnpuQUOf2\n", "RX5nF99T4Usl7uzkBvxCF58+pxmsS/zlGH+ZRwe/uxF58ys3KJ2LLp3Wea5qpZrn0Ezo+DyY5fYs\n", "t51/rAsw2s67VsOiktDf6WlhqW5P+QPb+NVCPHZHC3Pb+fzY1/gDVyX6/QkvMray838VfginNS9n\n", "a8LEPSHhydjg987wyfbQ9D9bpReLJV/ZcX+FMlZQ4kg3c6nIvpzooVqgMxczAOfy5FejCHv3LLc9\n", "YksBd2qTB7qawf9EhqVGTr6NYg+/1cKVq9y4SXcypZtwSbCVfPreC9x/6tk7jQuS5PwvKfq6eOMQ\n", "qzvZ1ccPzFHI8usp7j0ZgnILBcambG2nnUaK1+3kptZYYz61FAVnLbx9HzeN8NpN7k+xMMcHF59i\n", "qjch4cXC08bOF3pgTYL/pUeaHzjAr61zR55yitvT/NpJIZS/Fdp46zCDmfAKuPVcHFfNVxaNQ/28\n", "vzcGh88MsZDnj2f50hFJ3j7hxc+zUvBNSHg+qVGskqvxjnqa8ZZOW1ffzPC9I/xiiQOb3NLK/zPM\n", "rRfoWHvjBs7wiTZSBUngT7hESIJ/wguNGp+d4ueH+SYcTfGJOVsvqOa4Ot3M8d+4yb52bk17XH//\n", "0QIf7ENbqJX/eYZ7ttrfn5CQ8ByTWOFdurSiU+hJfS1k+ZHLWB2hNsKxXbx13wWe28LBAa4drL9f\n", "QsI3Ck8bO1/o+fQk55/wddDXxTt3sKfGQ1X+9KnkoRMSvhF50cfOZOef8PWSRZutudUlJHyj8YKP\n", "nT8t8rD9F3j8Bf8DJCQkJLwAedrYmX4+zuIC7MKbxPBYQkJCQsIlwp+JKeGTkp1/QkJCwrPJC3bn\n", "/3acxQMX6f0TEhISLmmeyz7/m7HjSe5/L96DN59334u6Kp2QkJDwYuO5DP5vusD912Af7q/fHhXy\n", "ja/E9JM8/33n/ftz9a+EhISEhCY31b9eVCQ5/4SEhIRnlxdszv98kgCfkJCQkPA4koUhISEh4Wvn\n", "RbHzT0hISEh4nkmCf0JCQsIlSBL8ExISEi5BkuCfkJCQcAmSBP+EhISES5Ak+CckJCRcgiTBPyEh\n", "IeESJAn+CQkJCZcgSfBPSEhIuARJgn9CQkLCJUgS/BMSEhIuQZLgn5CQkHAJkgT/hISEhEuQJPgn\n", "JCQkXIIkwT8hISHhEiQJ/gkJCQmXIEnwT0hISLgESYJ/QkJCwiVIEvwTEhISLkGS4J+QkJBwCZIE\n", "/4SEhIRLkCT4JyQkJFyCJME/ISEh4RIkCf4JCQkJlyBJ8E9ISEi4BEmCf0JCQsIlSBL8ExISEi5B\n", "kuCfkJCQcAlyMYP/T+BhPIj/chHPIyEhISHheeINuBm5+u1tF3he7fk5nWfMTRf7BLbITRf7BLbI\n", "TRf7BLbITRf7BLbATRf7BLbITRf7BLbITRf7BLbI08bOi7Xz/1f4JZTqt2cu0nk8W9x0sU9gi9x0\n", "sU9gi9x0sU9gi9x0sU9gC9x0sU9gi9x0sU9gi9x0sU/g2eJiBf/LcCPuwOfw8ot0HgkJCQmXJNnn\n", "8Ng3Y8eT3P/e+vv24VV4Bf4U+5/Dc0lISEhI+P/bu9MYKYowjOP/heUSPFE0XlnECwjiETURDBiP\n", "gFEE8daoGNF4RBINoiZG0MSY+MFEE/3gDSKoXJ5EwSAiKgqyIOKFQRFBPOMJGGX98NRkhrF7ZhZW\n", "qhaeX7KZ3p6Z6pcGqrvfrn6rRF2k7c4E7gHmht9XAMcDP5Z9bgXQYxvGZWa2PfgCODh2EFmuBsaF\n", "5UOBVRFjMTOzbaQdMAH4EFjEdnQTxczMzMzMttC5wEfAP8DRkWPJMgj4BPgcGBM5ljyPAevQlVaq\n", "DgDmoL/rZcANccPJ1RFYADQCy9GQ5ZS1BRYDL8YOpIIvgaUozvfihlLRbsAU9HDqcjRgJTWHof1Y\n", "+PmFdP8vVXU4ui8wh/Q6/7bopnQDSmU1Aj1jBpTjROAo0u789wGODMtdgE9Jc18C7BRe69Fw5f4R\n", "Y6nmRmAi8ELsQCpYCewRO4gaPAlcEZbrgV0jxlKLNsBadGKV+WbqPgE+ix1EjuNQ5/8lemBtMnBW\n", "zIByzAN+jh1EFd+igyfA7+jsat944VT0Z3htj04AfooYSyX7A6cDjxBvZF+tUo9vV3QS9Vj4/W90\n", "Vp2yU9Con6+z3mwNnX/K9mPzHbs6rLOt04CuVBZEjiNPG3SgWoeuSJfHDSfXfcBoYFPsQKpoAmYD\n", "C4GRkWPJ0x1VIngc+AB4mOIVYKouAJ7OezOVzn8WSkmU/5wZM6gatJbaQ61JF5RXHYWuAFK0CaWo\n", "9kdPqg+MGk22M4DvUN439bPqfuhgPxi4Dp1hp6YepZ0fDK9/ALdEjaiy9qj/fC7vA//nE77NcWrs\n", "ALbQN2yeTzsAnf3blmkHTAWeAmZEjqUWvwAvo/Ikb8QN5T9OAIagtE9HYBdgPHBpzKByrA2v3wPT\n", "UTp1XrxwMq0OP++H36eQduc/GA2jb+110wBdXh8TO4gy9Sin1oCOtKne8AXFmPIN3zrUOd0XO5Aq\n", "9kSjPgA6AW8CJ8cLpyYDSHe0z07AzmG5MzAfOC1eOBW9iQafAIwl7VL0k4HLYgextYahvPp6dFNw\n", "Ztxw/mMwGpmyArg1cix5JgFrgI1oX46IG06m/iid0khxmNqgqBFl64Nyvo1oeOLouOHUZADpjvbp\n", "jvZlIxrim+r/IYC+6Mx/CTCNdEf7dAZ+oHhQNTMzMzMzMzMzMzMzMzMzMzMzMzMzM2uuli7jMBa4\n", "qYXbbO629qXCo/XNNJDmPaQ1v4W2a9uxVGr72I6tpWskbcuaS3nbWoPmooihX6TtWivizt9SUgfc\n", "i8pQLAXOK3lvTFjXCNwd1o1Ek380olornaq0vzeqHVN4orQwGceNFIsJjgrrGlA58cfRE9wTUdmB\n", "+ajE+LEl7fYF3g7rryz5fqGcxuXoidCZ4TOlZQFOC99dBDyLns4EPd38cVg/LOfP0xtVPl2Mnjrt\n", "EdYXrqTaoEJkHwOvoTpEw3PaMjPb5n4Lr8NRJ1UHdAO+QpO8DEadbsfwud3Da+kEIHcB14flO8hO\n", "xTxDcVajOlTs7Bh0UOmEOt5lqGJnA5qjoXf47ELg0fDdIeggAkr7NAIdgK7AqhBzA5t3/l+gx+07\n", "oPkf9kN1guZSPGiNAW4Pf85VFDvzZ8guz3A/cFFYrqe4fwr78xzU4YMOfD8BZ2e0Yzsgn/lbSvqj\n", "+uNNqBzxXHSGfTKaRGND+FxhYpo+qPrjUuBioFeV9k8CHgrLTcCvYZvTUO2oP8LyieH9lWhayabw\n", "Ojt8dxnq3AvtzEB1k35EBQiPz9j266hT3ojq/zegK49e6Mx/Maq4eSCaim8lOmCAqpxmlWV+B7gN\n", "uDm0t6Hs/f7oagKKcw+YAe78LS1N5Neez1r/BHAtcAQwjuppn6x2yrdZRzGPv7Fk/Sbgr5LlSuXQ\n", "syZPKW3rn5Lvz0K17I9CVxlZk5nk7ZNJqGb7euAVdHArVWl/2g7Onb+lZB5wPvp3uReaKGUB6iBH\n", "UOzcC2mfLqjSazvgEoqddl6H9zpwTVhui9I+84ChFNM+Q8O6WjvNOjR1ZyHtM5BizfdKmtD8v/0o\n", "pnc6A4egew0NwEFh/YU5bXRHVwgPAM+jK6FS81EqrQ6lfQbWEJftINz5WwoKnfZ0lMJZgjrq0Sj9\n", "8yrKeS9E6ZFCPv92dHB4C93ULG0vaxTOKHR2vDS01TO09wS6cfwump5vSVlc5XGWLjeF9uagNMyd\n", "6IBU/pmseH5A9wMmhW2+jVI+G4GrUL5+EUrZZH3/PJSCWoyuGsaXbXcqmoBkOTABlaJOfd5ZMzNr\n", "AYXRQ13RnBPdIsZiCUllGkcz+3+8hGYea4+uSr6LG46ZmZmZmZmZmZmZmZmZmZmZmZmZmZlV8S9F\n", "bGkuW2+DcwAAAABJRU5ErkJggg==\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.scatter(maxcomb,peekrun1, alpha=0.1)\n", "plt.plot([0,5],[0,5], c='r')\n", "plt.xlabel('local combined sig')\n", "plt.ylabel('run2 sig (from max run1)')" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAXsAAAEACAYAAABS29YJAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAD+lJREFUeJzt3W2MXNV9x/HvgnFrsBWHUuFHaS1iEFSo0EU4KmlZtZa1\n", "VC2mamVADbJaFCI5ApJIae2+KPuKkheEEFUgtTzYNMGpCw0yKqE8iFVIKzCmGAyLwaZMy27tNQEa\n", "oFUqu9m+OGe1wzK7c3d2Zu7d/X8/0tWcOffcmT8W+5s75z4MSJIkSZIkSZIkSZIkSZIkqU3WAs8A\n", "rwGvAjfl/kFgBHgpL1fUbbMDOAwcAjbV9fcBB/O6OztZtCRpdlYAF+X2UuAN4HzgFuDrDcZfABwA\n", "TgN6gSNAT163D7g0tx8DBjpSsSTpU05psv4YKbwBPgZeB1bn5z0Nxm8GdgMngBop7DcAK4FlpMAH\n", "eAC4qtWiJUmz0yzs6/UCFwPP5ec3Ai8D9wLLc98q0vTOhBHSh8PU/lEmPzQkSR1WNOyXAg8BN5P2\n", "8O8G1pGmeI4Ct3ekOklSWywqMOY04GHgu8Ajue943fp7gEdze5R0UHfCGtIe/Whu1/ePNnivI8A5\n", "BWqSJE16C/jcXF6ghzS/fseU/pV17a8BD+b2xAHaxaQ9/7eYnNt/njR/38P0B2jH51JsFw2WXUBB\n", "g2UXUNBg2QUUNFh2AQUMll1AQYNlF1DQYNkFFNQ0O5vt2V8GfBF4hXSKJcCfA9eSpnDGgbeBL+d1\n", "w8Ce/HgS2FZXxDZgJ7CEFPaPF/tvkCTNVbOw/zGN5/V/OMM2t+ZlqheBCwvWJUlqo9mcjaNJQ2UX\n", "UNBQ2QUUNFR2AQUNlV1AAUNlF1DQUNkFFDRUdgEL1XyZs5ekKmmane7ZS1IAhr0kBWDYS1IAhr0k\n", "BWDYS1IAhr0kBWDYS1IAhr0kBWDYS1IARW5x3G1Fa/o/vOJWkgpp9NOCZRqHDTsLDDsFXtkJP3um\n", "0wVJ0jwwTpM8r+Ce/XP/3nzMrrXw1TPgZ50vR5IWAOfsJSkAw16SAjDsJSkAw16SAjDsJSkAw16S\n", "AjDsJSkAw16SAjDsJSkAw16SAjDsJSkAw16SAjDsJSkAw16SAjDsJSkAw16SAjDsJSkAw16SAjDs\n", "JSkAw16SAjDsJSkAw16SAmgW9muBZ4DXgFeBm3L/mcCTwJvAE8Dyum12AIeBQ8Cmuv4+4GBed+dc\n", "C5ckFdcs7E8AXwN+Bfg88BXgfGA7KezPBZ7OzwEuAK7OjwPAXUBPXnc3cD2wPi8D7fqPkCTNrFnY\n", "HwMO5PbHwOvAauBKYFfu3wVcldubgd2kD4kacATYAKwElgH78rgH6raRJHXYbObse4GLgeeBs4Gx\n", "3D+WnwOsAkbqthkhfThM7R/N/ZKkLlhUcNxS4GHgZuCjKevG89ImW/on2xtrcEOtfa8tSQtCf14K\n", "KxL2p5GC/m+BR3LfGLCCNM2zEjie+0dJB3UnrCHt0Y/mdn3/aOO32zNUpHBJCmwoLxNuabZBs2mc\n", "HuBeYBj4dl3/XmBrbm9l8kNgL3ANsBhYRzoQu4/0ofAhaf6+B7iubhtJUoc127O/DPgi8ArwUu7b\n", "AdwG7CGdXVMDtuR1w7l/GDgJbGNyimcbsBNYAjwGPN6G+iVJBTQL+x8z/d7/xmn6b83LVC8CFxas\n", "S5LURl5BK0kBGPaSFIBhL0kBGPaSFIBhL0kBGPaSFIBhL0kBGPaSFIBhL0kBGPaSFIBhL0kBGPaS\n", "FIBhL0kBGPaSFIBhL0kBGPaSFIBhL0kBFPnB8YpauhXO+cNiY987BrXtna1HkqprHof9Zz8L+18r\n", "NvaS3vRTuZIUk9M4khSAYS9JARj2khSAYS9JARj2khSAYS9JARj2khSAYS9JARj2khSAYS9JARj2\n", "khSAYS9JARj2khSAYS9JARj2khSAYS9JARQJ+/uAMeBgXd8gMAK8lJcr6tbtAA4Dh4BNdf19+TUO\n", "A3e2XLEkadaKhP39wMCUvnHgW8DFeflh7r8AuDo/DgB3AT153d3A9cD6vEx9TUlShxQJ+2eBDxr0\n", "9zTo2wzsBk6QfgfwCLABWAksA/blcQ8AV82yVklSi+YyZ38j8DJwL7A8960iTe9MGAFWN+gfzf2S\n", "pC5oNezvBtYBFwFHgdvbVpEkqe0Wtbjd8br2PcCjuT0KrK1bt4a0Rz+a2/X9o41fekv/ZHtjDW6o\n", "tVijJC1U/XkprNWwX0naowf4fSbP1NkLPEg6eLuadCB2H+mA7oek+ft9wHXAdxq/9J6hFmuSpCiG\n", "8jLhlmYbFAn73cDlwFnAO/lF+0lTOOPA28CX89hhYE9+PAlsy2PI7Z3AEuAx4PEC7y1JaoMiYX9t\n", "g777Zhh/a16mehG4sEhRkqT28gpaSQrAsJekAAx7SQrAsJekAAx7SQrAsJekAAx7SQrAsJekAAx7\n", "SQrAsJekAAx7SQrAsJekAFq9xfE881Ef9O0sNva9Y1Db3tFyJKnLgoT90iWwv1Zs7CW96edzJWnh\n", "cBpHkgIw7CUpAMNekgIw7CUpAMNekgIw7CUpAMNekgIw7CUpAMNekgIw7CUpAMNekgIw7CUpAMNe\n", "kgIw7CUpAMNekgIw7CUpAMNekgIw7CUpAMNekgIw7CUpAMNekgIw7CUpgCJhfx8wBhys6zsTeBJ4\n", "E3gCWF63bgdwGDgEbKrr78uvcRi4s/WSJUmzVSTs7wcGpvRtJ4X9ucDT+TnABcDV+XEAuAvoyevu\n", "Bq4H1udl6mtKkjqkSNg/C3wwpe9KYFdu7wKuyu3NwG7gBFADjgAbgJXAMmBfHvdA3TaSpA5b1OJ2\n", "Z5OmdsiPZ+f2KuC5unEjwGpS+I/U9Y/m/gr6qA/6dhYb+94xqG1vPk6SytVq2Ncbz8sCsXQJ7K8V\n", "G3tJb/oCI0nV1mrYjwErgGOkKZrjuX8UWFs3bg1pj340t+v7Rxu/9Jb+yfbGGtxQa7FGSVqo+vNS\n", "WKthvxfYCnwzPz5S1/8g8C3SNM160jz9OPAhaf5+H3Ad8J3GL71nqMWaJCmKobxMuKXZBkXCfjdw\n", "OXAW8A7wF8BtwB7S2TU1YEseO5z7h4GTwDYmp3i2ATuBJcBjwOMF3luS1AZFwv7aafo3TtN/a16m\n", "ehG4sEhRkqT28gpaSQrAsJekAAx7SQrAsJekAAx7SQrAsJekAAx7SQrAsJekAAx7SQqgHXe9DKzo\n", "7ZC9FbKkchn2c1L0dsjeCllSuZzGkaQADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCw\n", "l6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QAvJ99VxT9kRPwh04kdYJh3xVFf+QE/KETSZ3g\n", "NI4kBWDYS1IAhr0kBWDYS1IAhr0kBWDYS1IAhr0kBWDYS1IAcw37GvAK8BKwL/edCTwJvAk8ASyv\n", "G78DOAwcAjbN8b0lSQXNNezHgX7gYuDS3LedFPbnAk/n5wAXAFfnxwHgrja8vySpgHaEbc+U51cC\n", "u3J7F3BVbm8GdgMnSN8IjjD5ASFJ6qB27Nk/BewHvpT7zgbGcnssPwdYBYzUbTsCrJ7j+0uSCpjr\n", "jdAuA44Cv0yaujk0Zf14XqbTYN2W/sn2xhrcUJtLgZK0APXnpbC5hv3R/Pgu8APStMwYsAI4BqwE\n", "jucxo8Daum3X5L4p9gzNsSZJWuiG8jLhlmYbzGUa53RgWW6fQTq75iCwF9ia+7cCj+T2XuAaYDGw\n", "DljP5Bk8kqQOmsue/dmkvfmJ1/ke6VTL/cAe4HrSgdgtecxw7h8GTgLbmHmKJyh/6ERS+80l7N8G\n", "LmrQ/z6wcZptbs2LpuUPnUhqP89zl6QADHtJCsCwl6QADHtJCsCwl6QADHtJCsCwl6QA5nq7BJXK\n", "C7AkFWPYz2tegCWpGKdxJCkAw16SAjDsJSkAw16SAvAAbRieuSNFZtiH4Zk7UmSGvRrwW4C00Bj2\n", "asBvAdJC4wFaSQrAsJekAAx7SQrAsJekAAx7SQrAsJekAAx7SQrAsJekAAx7SQrAK2g1R95aQZoP\n", "DHvNkbdWkOYDp3EkKQD37NVFRad8nO6R2s2wVxcVnfJxukdqN6dxJCkAw16SAnAaRxU0m9M5f3Ie\n", "nPVGsbEeC1Bchr0qaDanc/Z9Afb/U7Gx5/0B9K0oNtYPBi0s3Q77AeDbwKnAPcA3u/z+Cs1rAhRX\n", "N8P+VOCvgI3AKPACsBd4vYs1tMlf98INtbKraM46W9doKun9FXDmsU+PrdS3gH5gqOQaiujHOruq\n", "m2F/KXCEyd2l7wObmZdh/1Rv9cKpEetsXaNvAVt6YU/t02M7NT3Uexv8UoHX/cRr9jM/wqkf6+yq\n", "bob9auCduucjwIYuvr/UIbOZHprNB8OJPtj/cPNxTjmpuW6G/XixYTeuaT7mgyUwXvD1pCqZ7cHn\n", "IuqnnGoXQW/v9GM7dfZS0W8hEzV8vGTmOlupQTPp6eJ7fR4YJB2kBdgB/JxPHqQ9ApzTxZokaSF4\n", "C/hc2UVMWEQqqBdYDBwAzi+zIElSZ1wBvEHag99Rci2SJEmSOmEAOAQcBv6s5Fqmcx8wBhwsu5Am\n", "1gLPAK8BrwI3lVtOQ78IPE+azhsG/rLccpo6FXgJeLTsQmZQA14h1bmv3FJmtBx4iHTa9TDpeF7V\n", "nEf6d5xYfko1/44gzZK8RsqlB4FfKLecmZ1KmtrpBU6juvP5vwFcTPXDfgVwUW4vJU2dVfHf8/T8\n", "uAh4Dih49kkpvg58j3QhYFW9DZxZdhEF7AL+JLcXAZ8psZYiTgGOknaiqqYX+DcmA/7vgK2NBlbl\n", "rpf1F1ydYPKCq6p5Fvig7CIKOEb6wAT4mLQHtaq8cqb1P/lxMekD//0Sa5nJGuB3SLf46OYZbK2o\n", "en2fIe003ZefnyTtNVfZRtLJJe80G1iCD0mZeTrpg/N00h0KPqUqYd/ogqvVJdWy0PSSvo08X3Id\n", "jZxC+lAaI007DZdbzrTuAL5BOlW4ysaBp4D9wJdKrmU664B3gfuBfwX+hslveFV1DWl6pIreB24H\n", "/gP4T+C/SP8PfEpVwt4LpDpjKWlu9GbSHn7V/Jw03bQG+E3SpelV87vAcdK8bdX3mi8jfbBfAXyF\n", "tAddNYuAXwPuyo//DVT5oqnFwO8Bf192IdM4B/gqaaduFelv/o8aDaxK2I/yyfmwtaS9e7XuNOBh\n", "4LvAIyXX0sxPgX8ELim7kAZ+HbiSNB++G/gt4IFSK5re0fz4LvAD0vRo1Yzk5YX8/CFS6FfVFcCL\n", "pH/TKroE+BfgPdKU2D+Q/p+trPl0wVUv1T9A20MKpDvKLmQGZ5HOygBYAvwI+O3yyinkcqp7Ns7p\n", "wLLcPgP4Z2BTeeXM6EfAubk9SLVvdf59pjngWRG/Sjrjbgnp734X6Vtdpc2HC652k+bF/pd0jOGP\n", "yy1nWl8gTZEcYPLUsYEZt+i+C0lztgdIpwt+o9xyCrmc6p6Ns470b3mA9Mdf1b8hSAH1AvAyaU+0\n", "qmfjnAH8hMkP0ar6UyZPvdxF+lYvSZIkSZIkSZIkSZIkSZIkSZIkSbH9P42r2Tk3LqAxAAAAAElF\n", "TkSuQmCC\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plt.hist(norm.sf(maxcomb)*N*M , bins=30, alpha=0.5)" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAXkAAAEACAYAAABWLgY0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAD4BJREFUeJzt3W2MVNd9x/HvYkC26yQIUS2P7aIE3BApBbulbu2UjbJF\n", "0BfgtNKC27RUQV2rVNhyVamQFzVKVJy+sGVVlq0SP2jrtrSrWEE4aRoDZRWnLSBHgDEbbHAZyUvN\n", "kjjUcZRWgXr74p7tDKvZnTvP4/9+P9LVnDn3zL1/H8Fv754714AkSZIkSZIkSZIkSZIkSZImuRk4\n", "DpwCRoBHUv8eYBQ4mbaNJZ/ZDZwHzgHrW1WoJKk2t6bX2cAx4B7gYeBPyoxdRfYDYQ7QA1wAZjW/\n", "RElSOXkC+CfpdS5wE3A1ve8qM3YzsB+4BhTIQn5tfSVKkmqVJ+RnkV2djwFHgbOpfydwGngGmJf6\n", "FpMt40wYBZY0pFJJUtXyhPz7wGpgKfDrQC/wFLA89b8NPDrN58frK1GSVKvZVYx9F/gG8EvAcEn/\n", "08CLqX0JWFayb2nqm+wC8NEqzi1JgjeBjzXygAsoLsXcAnwb+AywsGTMQ8Dfp/bEjde5ZFf6b1J+\n", "7d6r+6I97S6gg+xpdwEdZE+7C+gge9pdQAepOjsrXckvAgbJlnVmAc8DR4C/IVuqGQcuAven8SPA\n", "UHq9DuyopShJUmNUCvkzwB1l+n9/ms/sTZskqc38Dnv7Dbe7gA4y3O4COshwuwvoIMPtLkDVcwlH\n", "kqpXdXZ6JS9JgRnykhSYIS9JgVXzMFSD3f5H+ca9fojs4SlJUpXaGPJPrKo85t+64a8/BYt+mu+Y\n", "P7gdFrze3rGdUkcnjO2UOjphbKfU8UEb2yl1dMJYgO/mH5q0MeT73qk85j8+BPMXwivH8h3zznvg\n", "lW+1d2yn1NEJYzuljk4Y2yl1fNDGdkodnTAWyv8PBKbnmrwkBWbIS1JghrwkBWbIS1JghrwkBWbI\n", "S1JghrwkBWbIS1JghrwkBWbIS1JghrwkBWbIS1JghrwkBWbIS1JghrwkBVYp5G8GjgOngBHgkdQ/\n", "HzgEvAG8BMwr+cxu4DxwDljfyGIlSdWpFPL/A3waWA18MrXvAXaRhfxK4Eh6D7AK2JJeNwBP5jiH\n", "JKlJ8gTwT9LrXOAm4CqwCRhM/YPAvam9GdgPXAMKZP8269oG1SpJqlKekJ9FtlwzBhwFzgLd6T3p\n", "tTu1FwOjJZ8dBZY0pFJJUtXy/Buv75Mt13wE+BbZkk2p8bRNZYp9/b3Fdl8BBgo5apGkGWRfDxzu\n", "qecI1fxD3u8C3wDuJLt6XwhcBhYBV9KYS8Cyks8sTX1lDA1XVakkzTgDhRsvgLvWVXuESss1Cyh+\n", "c+YW4DeAk8BBYFvq3wYcSO2DwFay9fvlwArgRLVFSZIao9KV/CKyG6uz0vY82bdpTgJDwHayG6z9\n", "afxI6h8BrgM7mH4pR5LURJVC/gxwR5n+HwJ9U3xmb9okSW3md9glKTBDXpICM+QlKTBDXpICM+Ql\n", "KTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBD\n", "XpICM+QlKTBDXpICM+QlKTBDXpICM+QlKbBKIb8MOAqcBV4DHkj9e4BR4GTaNpZ8ZjdwHjgHrG9g\n", "rZKkKs2usP8a8BBwCrgN+C5wCBgHHktbqVXAlvS6BDgMrATeb1zJkqS8Kl3JXyYLeIAfA98jC2+A\n", "rjLjNwP7yX44FIALwNq6q5Qk1aSaNfkeYA1wLL3fCZwGngHmpb7FZMs4E0Yp/lCQJLVYpeWaCbcB\n", "XwUeJLuifwr4Ytr3JeBRYPsUnx0v393fW2z3FWCgkLMWSZoh9vXA4Z56jpAn5OcALwB/CxxIfVdK\n", "9j8NvJjal8hu1k5YmvrKGBrOX6YkzUQDhRsvgLvWVXuESss1XWTLMSPA4yX9i0ranwXOpPZBYCsw\n", "F1gOrABOVFuUJKkxKl3J3w18DniV7KuSAF8A7gNWky3FXATuT/tGgKH0eh3YwZTLNZKkZqsU8t+h\n", "/NX+N6f5zN60SZLazCdeJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16S\n", "AjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAjPk\n", "JSmwSiG/DDgKnAVeAx5I/fOBQ8AbwEvAvJLP7AbOA+eA9Y0sVpJUnUohfw14CPgEcBfwx8DHgV1k\n", "Ib8SOJLeA6wCtqTXDcCTOc4hSWqSSgF8GTiV2j8GvgcsATYBg6l/ELg3tTcD+8l+OBSAC8DaxpUr\n", "SapGNVfZPcAa4DjQDYyl/rH0HmAxMFrymVGyHwqSpDaYnXPcbcALwIPAe5P2jadtKlPs6+8ttvsK\n", "MFDIWYskzRD7euBwTz1HyBPyc8gC/nngQOobAxaSLecsAq6k/ktkN2snLE19ZQwNV1usJM0sA4Ub\n", "L4C71lV7hErLNV3AM8AI8HhJ/0FgW2pvoxj+B4GtwFxgObACOFFtUZKkxqh0JX838DngVeBk6tsN\n", "fBkYAraT3WDtT/tGUv8IcB3YwfRLOZKkJqoU8t9h6qv9vin696ZNktRmfoddkgIz5CUpMENekgIz\n", "5CUpMENekgIz5CUpMENekgIz5CUpMENekgIz5CUpMENekgIz5CUpMENekgIz5CUpMENekgIz5CUp\n", "MENekgIz5CUpMENekgIz5CUpMENekgIz5CUpMENekgLLE/LPAmPAmZK+PcAocDJtG0v27QbOA+eA\n", "9Q2pUpJUkzwh/xywYVLfOPAYsCZt30z9q4At6XUD8GTOc0iSmiBPAL8MXC3T31WmbzOwH7gGFIAL\n", "wNpai5Mk1aeeq+ydwGngGWBe6ltMtowzYRRYUsc5JEl1mF3j554CvpjaXwIeBbZPMXa8fHd/b7Hd\n", "V4CBQo21SFJQ+3rgcE89R6g15K+UtJ8GXkztS8Cykn1LU18ZQ8M1nluSZoiBwo0XwF3rqj1Crcs1\n", "i0ran6X4zZuDwFZgLrAcWAGcqPEckqQ65bmS3w+sAxYAbwEPA73AarKlmIvA/WnsCDCUXq8DO5hy\n", "uUaS1Gx5Qv6+Mn3PTjN+b9okSW3md9glKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpIC\n", "M+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+Ql\n", "KTBDXpICM+QlKbA8If8sMAacKembDxwC3gBeAuaV7NsNnAfOAesbU6YkqRZ5Qv45YMOkvl1kIb8S\n", "OJLeA6wCtqTXDcCTOc8hSWqCPAH8MnB1Ut8mYDC1B4F7U3szsB+4BhSAC8DauquUJNWk1qvsbrIl\n", "HNJrd2ovBkZLxo0CS2o8hySpTrMbcIzxtE23v4z+3mK7rwADhQbUIkmB7OuBwz31HKHWkB8DFgKX\n", "gUXAldR/CVhWMm5p6itjaLjGc0vSDDFQuPECuGtdtUeodbnmILAttbcBB0r6twJzgeXACuBEjeeQ\n", "JNUpz5X8fmAdsAB4C/hz4MvAELCd7AZrfxo7kvpHgOvADqZfypEkNVGekL9viv6+Kfr3pk2S1GZ+\n", "h12SAjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16S\n", "AjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAjPkJSkwQ16SAptd5+cLwI+A/wWu\n", "AWuB+cA/Aj+f9vcD/1XneSRJNaj3Sn4c6AXWkAU8wC7gELASOJLeS5LaoBHLNV2T3m8CBlN7ELi3\n", "AeeQJNWgEVfyh4FXgD9Mfd3AWGqPpfeSpDaod03+buBt4GfJlmjOTdo/nrYy+nuL7b4CDBTqrEWS\n", "gtnXA4d76jlCvSH/dnr9PvA1snX5MWAhcBlYBFwp/9Gh4TrPLUnBDRRuvADuWlftEepZrrkV+FBq\n", "/wywHjgDHAS2pf5twIE6ziFJqkM9V/LdZFfvE8f5O+AlsvX5IWA7xa9QSpLaoJ6QvwisLtP/Q6Cv\n", "juNKkhrEJ14lKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBD\n", "XpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICM+QlKTBDXpICa1bIbwDOAeeB\n", "P2vSOSRJFTQj5G8CniAL+lXAfcDHm3CeIH50S7sr6BzORZFzUeRc1KMZIb8WuAAUgGvAPwCbm3Ce\n", "IN7zD/D/cy6KnIsi56IezQj5JcBbJe9HU58kqcVmN+GY4/mG7Vxaecw7N+c/niRpsq4mHPMuYA/Z\n", "mjzAbuB94C9LxlwAPtqEc0tSZG8CH2t3EbNTIT3AXOAU3niVpFA2Aq+TXbHvbnMtkiRJkqqV56Go\n", "v0r7TwNrWlRXO1Sai98lm4NXgX8FPtm60loq74NyvwxcB36rFUW1SZ656AVOAq8Bwy2pqj0qzcUC\n", "4J/Jln9fA/6gZZW13rPAGHBmmjEdkZs3kS3X9ABzKL82/5vAP6X2rwDHWlVci+WZi18FPpLaG4g5\n", "F3nmYWLcvwBfB367VcW1WJ65mAecBSa+ibagVcW1WJ652AM8ktoLgHdozrcDO8GnyIJ7qpCvKjeb\n", "+f+uyfNQ1CZgMLWPk/2h7m5iTe2SZy7+HXg3tY9T/IsdSd4H5XYCXwW+37LKWi/PXPwO8ALZsyYA\n", "P2hVcS2WZy7eBj6c2h8mC/nrLaqv1V4Grk6zv6rcbGbI53koqtyYiOFW7QNi2yn+pI4k75+JzcBT\n", "6X3U5yTyzMUKYD5wFHgF+L3WlNZyeebiK8AngP8kW6J4sDWldaSqcrOZv+7k/cs5+bv6Ef9SV/Pf\n", "9Gng88DdTaqlnfLMw+PArjS2i+Y8y9EJ8szFHOAO4DPArWS/7R0jW4uNJM9cfIFsGaeX7BmbQ8Av\n", "Au81r6yOljs3mxnyl4BlJe+XUfy1c6oxS1NfNHnmArKbrV8hW5Of7te1D6o883An2a/rkK29biT7\n", "Ff5g06trrTxz8RbZEs1/p+3bZMEWLeTzzMWvAX+R2m8CF4HbyX7DmWk6JjfzPBRVegPhLmLebIR8\n", "c/FzZOuSd7W0staq9kG554j77Zo8c/ELwGGyG5O3kt2IW9W6Elsmz1w8Bjyc2t1kPwTmt6i+dugh\n", "343XtudmuYei7k/bhCfS/tNkv5pGVWkunia7mXQybSdaXWCL5PkzMSFyyEO+ufhTsm/YnAEeaGl1\n", "rVVpLhYAL5LlxBmym9JR7Se79/BTst/mPs/MzU1JkiRJkiRJkiRJkiRJkiRJkiRJM8X/Aaz1GOVM\n", "kBOaAAAAAElFTkSuQmCC\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plt.hist(norm.sf(maxcomb_global) , bins=30, alpha=0.5)" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYYAAAEPCAYAAABGP2P1AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XmU5fdZ3/nX3eveW/vSVdXVi3qVWrtkLV4x3oINsQHD\n", "QIBD2AKBScgkc4Y54SQBJSeEyWQ4yWEYkhACxCFsAYNl8AbY8oK1W5ZaLfW+VVXXvm93v/PHU0Ld\n", "siRLtmW1zO99Tp2uvkvd792+z/fZPg8JCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJ\n", "CQkJCQkJCQnfsPwGZnD0Ba7/ATyOJ/BXuPnrtK6EhISEhFeJt+A2L2wY3oCe7d/fjQe+HotKSEhI\n", "SHh1ucYLG4bL6cPEK7uUhISEhIT0q72Al8GP4SOv9iISEhISEl55rvHlPYa34SnhNSQkJCQkvIJk\n", "X+0FvARuxn8ROYal57n+i7jl67qihISEhNc+j+PWV3sRL8Q1Xthj2IPTeP2L3L/9tV7QV8g9r/YC\n", "riLuebUXcBVxz6u9gKuIe17tBVxF3PNqL8CL7J2vtsfwu3grBjGOn0du+7r/jJ8T4aP/uH1ZHXd9\n", "ndeYkJCQ8DeKV9swfN+Xuf7vbf8kJCQkJHydeC1VJV3t3PdqL+Aq4r5XewFXEfe92gu4irjv1V7A\n", "VcR9r/YCvtG5WnIMCQkJCa8lXnDvTDyGhISEhIQrSAxDQkJCQsIVJIYhISEhIeEKEsOQkJCQkHAF\n", "iWFISEhISLiCxDAkJCQkJFxBYhgSEhISEq4gMQwJCQkJCVeQGIaEhISEhCtIDENCQkJCwhUkhiEh\n", "ISEh4QoSw5CQkJCQcAWJYUhISEhIuILEMCQkJCQkXEFiGBISEhISriAxDAkJCQkJV5AYhoSEhISE\n", "K0gMQ0JCQkLCFSSGISEhISHhChLDkJCQkJBwBYlhSEhISEi4glfTMPwGZnD0RW7zyziFx3Hb12NR\n", "CQkJCQmvHm8Rm/0LGYZvxUe2f78bD7zA7dpf43V9NaSe8/88spddl9n+N3vZ5V/ub6S3L0tv/2Se\n", "5/ZZ5J5z3+e77XP/7ivBM8/xq71NQkLCK8sL7p0vtDl9PfgsrnmR69+H/7b9+4PoxbDwMq42shw+\n", "wt4dzG2xssTQIXYWyS7zyRb7rqGrwHSL3haDWS5OcfEEHWtUhrhuL7kMU3NMH2VPib29zPXRajIy\n", "Qq7F8iU+fRRNbruW/ddTTHHmIvc/yq4Cw4fJDzGxxPiT3NGBPI9nuOUa9ua4mKG5TqnGg7Pcgc1e\n", "ztVYncKKZz88Oe4epK/A6TVOL6EVz/22Abo72exiV5WNOp+4hM1nX6L+TvbtpLCfjiaLa0yPM72M\n", "je0b5bmhh3yax9Yuu39u+6eJKr3d3NDFco1jS2h8mfenQxjCHDflWGowsbq9/q+E/PZ62qi9hMdP\n", "SHhN8Woahi/HGMYv+/8EdrkqDcNNd/D3DvK6TT53A3+5ixvbbHUx2ct3DrNzg6UOrhmlvsXgJAcH\n", "mZ1iqspYF4drFOapzPOZOxltsLNGcx9nd7P3LNdOMzNK80ZqM9zYy7dhtadPaXTJ3CCDde6+kdvK\n", "8fgf32D0iTBM1+zmPZM0NpnczWIPpQq7B5k6wXvW6Srx2BIPfIG1dQ7uozTIG1Z40wQX+/j5TmTp\n", "GuGHFpntp/Mg6ylSs6zu4+mjrKwgxVtvonwHR3pZajE4x8Iw9bP81iTLa3zPLn4YfS3+vxGOVUi3\n", "GS3yjg0eKfBomTf3MtIkV+HjS3z+uOff5DPceJA37mGjQCHNXSdptfive+hfZbXKg/Oov7T3erDM\n", "+3eSGyDdxaUFTl/i8RlfcgLr7+TGbuot7l9C9Sv9hF3lpMVzv5q894SvgqvZMPCl4YYX+uDdc9nv\n", "923/fL0ocPNBvn8eaR7pYv/r6K1zpItrSmzl41B5U4F0J5UMp3dx6xLHdzDYZKzOviXOj4Rh6G1z\n", "3QpLu+jp5o5yGIiFE5QmeEeB8f3UruHY6g1yhc/4739n0Ls+2pZt0ZOlNsehOktvono9gyvk+jg/\n", "S75OVw+pIjec4bYe/vQ9pKbYVaNSY36M2hLv2giPYBQXqnQvcut7eNMm9SGOL5PL8YN1nu5kcoz3\n", "trm7xNI5/izD6O1cezs7GpwbpDVFfZFMljtvZfIkpRKnV7lU4ro+xhbpa7M/Exv4m3oYupZv3oyP\n", "QnOBahefn8X8l741147wg2P8k3n+aDfdWU4N0bXK3x1kzwadRX5pjI9d9OU9iBRvHeH2NPsyvG2e\n", "Pylxto8LmyyvPnvT/k5+ciffXWUtzX8u8zsXvWQD9Nc8E0psvsz7fT1IcWSIW7rD5n1q9srXIOEq\n", "45u3f74sV7NhmMTuy/6/a/uy5+OeV3w1L0yeRh+f7+TJEU69leFd9DQiZJTu4GyRIjpTNPP0Z6hg\n", "vI+BDMN1mmlWetidZmsnpXXqNfbl2J1ntkRXjvvuJnUD+SW68pR6mGre5mLPEwarbfvGyLcifZMt\n", "cbFJuczty/QO8fQYS0OUG+iiO0O+SleTfWNkMxTn6CgyvJcdk/Q+SX+WmR1Mp/nEIe7q4scuciLD\n", "6UHu72Vpis0+3rTGQ2muX+V8mVP7uXaAww0Geqh3Md9FYYPWMG+d5eitDKQ4u055I7yYtQKtBe5e\n", "57/287dxMUu6P4zpg3toVLgxxZNPYMoVm/uOTm6sbEei2uxpcqxAu5uDFfJt3lnhwTIfG6A3y/IW\n", "ngkzlbijk2qLoyvxXrd2cbJIZ5vaFp3Y2+RgB49ctine2ssPVLh+O8w0W+IjRZZfhmHo7ebdO+jC\n", "Y5s8MuOqMhA7e/nHPfzERkT9fmGEf1PH1qu9soTn5T5XHpp//oVueDUbhnvxD/F7eD2WXX1hpDRv\n", "HmYdH/5b7LiG3j56xCZTzXMsx0yeUiZe7p1YbDOTi40+VaGQY6XNapFWimqDwzmaZeql+J5V27TS\n", "5Mrs7KCjRO86E310ZG93rONBuxqkd0Qe42iWPSvMV1nPUe1lrYt2ipU+Rmqc6eTGFpV9nK7SyjI3\n", "yGKDbI7+Du6YInWEh1qsD9A1TjtPu81nrqNa5NxOMpvcPxLXzXUwv0BnjidG6LqR8b00OtjbwXgP\n", "9SZ7KnR0c6HFrUP0b7E1RL3CTJ1Ck+ODfHSC5gzTRVYabOVY6qU/xdnDvHeAt1zH5x7k6IP+evNc\n", "WucTB5jfwUqBB/vYuMSlHk7N8TPboZ0HRviJQ9y9xckUH77I+U2+99oI7xWX+EgfnRneXAlvYW2E\n", "38iF19PA6cqVH41Gi9XLvl8bKZZfTqilgx8b4V+tU8IfFPlX/Ryb+0o+qK8M15V5x/bzLuGuJj15\n", "VhLD8Brn1TQMv4u3YlDkEn5eHO3gP4uKpG/FaZGc/JFXYY1fjgzpgxGGKbcoViJ+XkyzWGClg3qO\n", "/jpzOS6246S52KbWZqHNRpONXJxeV9r0bJFqsFam3IynXkrTanMpTW+V8jqDHQylOF3n5uodfqv7\n", "l9zWYk83gw1SLR7sZXEmkr3rneG9bGW51ObWaoSbTqfJ9zO7QqrG4DrjJQqp8FpaaGYoDJIpRYir\n", "lad+gK3T3D4Vcf8TZxibZnU/K3u5/Rwzh8jt4+1TGKC6n6cqbG7Sqkc+wibpUQZydNe5NMBAJYzD\n", "oTkaq3ykm4kMHy1wpMkXatuOQTe3dnHXBCe7yb0jDNPSUSYXObvFGxpc7GGlm8eLYSyz1Uiy/+JO\n", "ZjKs7uZHp+I9uL7GyRu4dYOfXWWgxV/2cfsWlRbfN8lv7mKtxNQAqSYfn2d/N2NDnNxkssKFFL/Y\n", "zY9uxPP8QM0VyfgvS47bWrHhEhvwb5a/DoahyE1lFppcWvOiifWZKk90cWDbEJ/NhOFOeK3zahqG\n", "73sJt/mHr/gqvjqapK/nug5qTbYKdOcZrfNUOzaESoNWjlsxnmK6TbkdCdb1Fo0UvTU2CxTbZDvI\n", "dVFpRyWSTR7NsZqhUGc4E97GdJ72MKezabn6zSY77ve/bJLKMtgm04zHa9eZxUaLapqtFqkCT/VE\n", "XmMmzZMFOkuka1RydGyyht5Zzq+zlInQ+I3jHGlwMsepDR7s4nPr4UV8yzLLmyxu0HuWs/1M9nDL\n", "SlQ9LW1R3eRCMUJqd53mUjfT3ax10rHFyu5INGfTdMxz4RqOn+VQlX17ObjAF9CeY3KZPa/jwCV6\n", "KxEeuqmT2m660/z34+xPcfskfTXK89w9zIMp/uVFfnGTx0fYscEt13F2H70Zji+FIR44Skeb/iaH\n", "2/xVlvMd/FmZzE5uv8ipZb5tms39fPcEb9vkl/exlOa7J/kt/GSLygLLG15eGKgRYbpneKDA1Msx\n", "LF8JJX56F+9rxPv/m718eNwLGodjS/xKiaMlNlPcu+zlGb+Eq5SrOZT0GqC7k/JyhDVWuunuoZ3h\n", "8RQXOxioRsnpTVhL0WxTaDDbYrjGaJVqluNF2g0O5ZjLUGzR14g8RbbFyXmqg+zeNjblTvJ5lluM\n", "1o+YKCwrtGalM6TqjDZZztJohxHYU2VonlRXhKf2Vtgsk8pwUyoqLvtylFbZKjK3wNwJin109EUy\n", "fHCdOVE91ZWmo8rBOabrlOq0W9ze5v4MN0zy/hn+6yHmriM9wOgoc1muWYwcwvE0k7MUBkitcCLL\n", "SI7VAgOrUXU0kGF5LyPrpAu8eZl8mePTzDbCOOzoYblILkszxe0LHGjwyA2cfyJCYz+2wvESF+pk\n", "e/m3B1kc4pZp2l0cXqa8k7sv8qlBFhYiZPfHDd5VC0/jM8scapLPRNX0pZ5I1DfSHMxyoM6pAm9K\n", "cb7Nnw6ya4i7chx9OKquXhZb/Poc8wN04/NVHn+eBPvXklvGONzHVIOxJb43w4eLwko8Hw0+Oc4n\n", "n/H0v1Grrv7GkRiGr4rDHVx/jMd2xIazI8tGmp4W11eYKsfps5Rmth0eQqXBUoqbWswXWc7F9WPN\n", "yLWnhEextG0U1ksRNtm7ydA6hZEI7cy26akw2HyzL6S+YEeVrTor2Qi7rKUoNejrYqLKfC9HatRX\n", "OJVhtEW5GJ5HTz5K/fvSrLaYHKb7FOXz6KWjM3Iax4eifLXnEvMVejJUSnTMcv8QXxxgKc+OPv6q\n", "wFI2wjnV/ews0VOPPMMmLq6QWeHQJulNFm5g7yKrFTrnWShGhLFrnc5+VCP8tZTn8THyF6g/zMcO\n", "cLA7NvLup7krTWaQIzkudfE5/HmJzTQfbXJ9L9cu89j2854sccNFHu7iE0XOtLl5lo1BHkxz/zyP\n", "TbExxy90RbTz803ekOFMNpLhp+sMNZjIU03x2QEO9fLuVa7PsP9afn2L9aWX9/maWuQ/rorKpLpn\n", "q/KKvH0HHWlOrnJ60csqFe3t5i1DZFM8uMClJZS4cYS31SJE+dmdjC+/hD/WkhiEbzherDP2tcI9\n", "+JevzkNvZritk+Ub6N7N6PYG35nhVAflVGzyORGfbtUiiZtrMCQS0msF1tOxsdTS4XFstbmQpi8V\n", "OYjN7Q0sU2C4Izb1znSEoxazf9/9nU8ZbHzWns2Ik6+nWGuRXmOoEnmKxW5WOyMGfKLKQIlGgWye\n", "3nzkQbSipy29yrc8uh2WmeK6BgenwxitFFldY3CalSlmWuxr8fouujqwI0JRu+c416Q9Q6WKDPlS\n", "5GJWWpFg35OJaqHcDrZ6yWzR2orE+MUc7UdYGSeTI7fGeDFi2nMFXv9FfvYSD9f45CkuzXLjBrtz\n", "LDeisuqWLf5gDunwQpZEQ9/ANO0lmoMcz1Hvj2a5dJ1qKZLNuzbYu8V9DZ54PEJ5gzui3PaOZT7e\n", "xUdafH6Vh6aYGOKpa/izW2nezOs7mR6kfinW8dk6Sy9mGDp46yhH+iMss/bMZttyZQgqx9/dzS80\n", "+Yk6xV5OYvGlJHzLjOzgO3bzK8t877YH9XCDG0u8O8VGJwNt1vP8TouzE77yRsCEq5t7vMDe+eU8\n", "hhz+Fr5JdCm3cQGfwcf9je/4XF7j3k5uy1JcZ7Mnyk5nO8Ig9G9SyfNknlqLsy0qa3Hdcoq+TPQT\n", "zLUZTdGPjQYnGsznWE1FdVMhHwntjiKXGsw0KaViY59o3O584ffcukKhFvH0fHZ7E0yRK1AuxN7S\n", "2oqkduduVjbi7S+2WES2Tr4Z4af1FWY2aM5HkrYnF4nWRplmk60aqVWWDpEvcKGPlRrFGW5Y4eIg\n", "H9qIqqEzw4y16aySzYZRbG9XQI0tRB/BnkXu7WFxmvl0eDznNxit4QIPrNHsp2c/mWKU6n5+L40F\n", "rslz/wxPPE333ZTyNFtkajR6aa3wwbN8scRam3/T4v2bfGAgTvyFJT5SZqhMZ5Oxefq6+aZz8fiX\n", "chGOuqaDbJkzO/hInS+e57EJ8cLmmdzH29IM1uipku/grgt8ZpQzlagOe0FyfP8Y/0eDp7N89nru\n", "m+X4BRHnu5wCb089Wwb7vRv8WTenF178s7qzj5/aQbvEwV4+3OSH53lHjT8ss1Dj2goucV+ZM3Ue\n", "e5H8QsI3Mi9mGP4Fvgv34yF8Uri0o3gvfgF/iH/9Cq/xaibPHTkOn2TlpjiRN7soZ6ISqJViskVn\n", "i3QjGseW8nTWaWexEV54X4svZrmuzlKT/BY7SuytohxVH49n0IrmuO4m2pxT0N663tLQQ27a3thb\n", "mzxdDGOwkaaepp2jVmfXEsUcO7YNS2YrPgKbFfIzjOfIVGLDro9E6OhSH6v9UbZZyzK0xfh1zO2j\n", "Z4j9a0wMMjpDtpPz/dGR3BzjyIn4yJy/nRP97FmiK0N+nMwoR/fS22C8xWIlOpPb6ywfpVCkt8zS\n", "jiilfXMP71kiv8aFNlN3cuB++rbY7OR3i3zhMW7aF1Vib0rxqSLvHOB/rrA4iyV+axdnulkdYWic\n", "fzTNHyxHxdXOSzxxiCPdUUV2Js3wAt39/GSV77nAk7kwZn++5tmTfIG7SrxviQcavOs49x6KnMNU\n", "kT/dYmX2RT5HBd6RirDU2UO8roPcWJQlf/K4K5viWkxd1vh5MRuHiRclzTcN8L+v8UdtRkosd/Hk\n", "CqeyLKxHY+Gvd/P+DPkKT60z/zJDXwnfKLyYYXhcbPrPF7v8DfGN/9uvxKJeO+wqMtBk6wDFIh0d\n", "IbdQqLOQ5VKBoQLDrQgl7WhHUnhuK5rPdIVcQr3FaiNCL9eKprPxNouZ2LCWm1zTjmaqB1Kxae1q\n", "MFJ7nY3iGQPNdW9c5rFuNspsToe3cbgVyiKLLRZE6KujRWElTu2rxehHmEpxvkhtnp1LUao6foSN\n", "Nm8apzkSxm1XF5Us17ejjLOzzuoq/WnOjJEbodAOb6Wnj/urvO8cb5jgsytMD4cOUmGMjjwHZ8OQ\n", "5tK89SKqfKozTvp/u0priVN93Hk99QaVuZDSSPfSVeRkP6PH+amFeO7HV3mkj9YoR2d5x3l+uM0j\n", "o6HftFrnw7N8OMN35vjthSgHXWmzXmZvm4ELfOjWiL9fPxsH5o0GI9vfgwN1HizS0SXibk20IvxT\n", "bnKxwNO95JZ4ep7PbPHgw16847nFYoqnRvlbJV63we4qe4Z5YJrNy0tUt/i91XjdhvDpFp+eRDma\n", "7Obr24nu53xv8+K5fusGv1NmZoC/KvPQOqeX43l8cJwPFrfvsOmqaqZL+HryYobh3i9z39ZLuM03\n", "OBNNKrvY20VhlepGhG76shyp8EieVJqy6OpdzEU5aakeYZ+S6GsYq0fjWW+GwTT9ufA0ujL01eMk\n", "Xc1EyCfTivBTqkkjf4dLnY8aa3KhN8orZ1OcHmD/Qpw4m5koVR0vsDVCYyWMzmgrwkhn2zQX6Zxj\n", "ZZDOFXYsUiuwnKG/QHol8h6DNZq52DP6K2TyZDfjdhe6OVzkDdPMpJjORNhlYovmru3QWS+F6QhD\n", "3bHKiRIdlTCS7RTrFW5tMTGKTc4d4ealEBI8mY81FbLR63h2jb41Bjr51THWalFB1FfntgZzQ3x2\n", "K17/t3Ty9hrrmdBF+tPTnJ3jt7vCC5rfwWKR+/Zzusb5SUpbcTZ6eo5LVf5wNwMN/mJHVArdskHv\n", "MI+cxhJ/Ok77Lq5d42PlyA2NV7j/06LN/cXY4vc3ONQf7/VTeY7MROFBZ8dzKkDbocv0+Io4nFXZ\n", "1cmPDPNN9egl+C+dPDLlWePQ4uFVfrWXN1TpWuPXVnnyUtz/r3MIDS9cgZTwN4ivtCrp1/ATX8uF\n", "vEZpMjHAobFIoG6mSG97B8uZCO3kq2wUo5eh1hE9C0s94VGMYjAVlUEdWbpT1Cosp2OjTGGhynRH\n", "qKpeajO8HsZlxxrTnXc7lfqca5qhVdRKxUmzlaa9k6km5TrpTOQQZjciKd1ORa6ikmY0w1SBiTKD\n", "BbKDLHRGmWt7mcb+UGs9nY68R3aDg08y2U+1L+Q75ss066wX4zbDy6zkGR+jt8nmAOlyVGOtj0bj\n", "WjPDjgVS49R76FlhLcPwCrNlTl/P9ek4oZ9dYbgcCfmpbs6OR6jjO+usDkQV0r5sJHmn+5heZ0+D\n", "MwdCguJbpvihVVbTZAss7+DDZ/n5Krce5gcv8PY1/tsII0P8+NPx/v3mdpPXHTs42cFPbRcY9OA9\n", "eyIp/ue3cuEoM+M8dZKuNqMPcdMWv59n/aXU9bdjI58cZ+gmbqtRLfBQm9nn0x5qu0J24s5B/una\n", "s81wE+UQHLzcID09xy/UOFhieo2Ty74+SeUUCtv/Xm6EEq5iXsww9L/A5Skh55lgoER3i8wCuW6y\n", "bSYzEdNvFuLlrWXihHukFpVEvanoVZhKczFNsc5SjnI+kqO1YpS7VrNRzdNf53A+PIFKk9Qm7TIL\n", "eXrrd7iQ+yX7t8IY9DXjsbtT4ZVUs7RKIS2xs8reSyE1UelgY5X8zuiGPlKmlmdye65Ddjni9rpJ\n", "T/PEAO0tFlejUWsiRddcJNYb63Qtsr9B5TaKmyERsl5nZZov9PCt28ngqZ5Y/5lGdIRnUhF6Wq4y\n", "vV1euucC73yCP+wP/aSLW9wwzeAmp8Zpn+XmkyyNkL3Aw+/gPQXGdlNd5tZ1ap1h+EpL0dm8meXh\n", "Mp2NqNrKbsfop9fYt8j3b8Q+O1ygb5MHRqNkc1eWvRl+Bt8zx29WOXqI0W6+a4HjI9FrcqqP2ioP\n", "ZfnZi7FBb+LXs2JTzIlN+kVKSnf18CMVUmdDM+v+Hu5/cvt+fV74NL/9XEqXXVR47m2yvGEk5Ehm\n", "65xc8HUzCneM8h3lWNNHa3xyUpLQvup5McMwLyqQno+hV2Atr0F6Mwws03+Gk/vpXg8dn3aG7kY0\n", "Qy3lokpmQsg5ZGsRZijlwzM43ojwh3Z0zPa12ciEZzGTjxDSeJvVJo1qXLajRrXV50Rml5XMUTet\n", "UO6gY9vLmMlG13PfKqVuMvVoGKsVYo+aS9PuYVcuqoqGm7HOjULIcQyUI8x0LstKZzTH7V6mY5jV\n", "ZVZGaZ3juoc51ODkQMThK1UezNBqUJqOsEr55jipd2QZqjKbZ62f00+TqvLuBfY3w5B8tpf7V+gb\n", "i72jdSka6053xsY+eImx05FIn13h7CBvyXBtk51Nzg/y2T2891HmV3n/ee65maM3hSjfXI2nT/L4\n", "sm15Vp6s8hcdIaY3m4nGtb8/E4b8v/dw9iDXH4/3+5YKj2Wiomo1S6XArnnO5bltk4928nNd3Nbk\n", "k4V4P391NPIH/3Pt+aW5n+HGXv63FSqrPJFnqcTRCt/zBu7KRGjuD05z8ez2HVL+Wur66BL/foBv\n", "rkYy+c8rrugteOso/zzHOzd5LMe/3skHL3jFjUNfJz9eDpE9ONLBTN/VpfeU8Hy8mGE4i3d4fuMw\n", "/jyX/Q3kzDozmzzSy1gmTkU9udASWmpHfX8T0tEZvNamu02tEfmA5vZGviyURvMFCpkQvctl2V+L\n", "3/vqcYI9laOYiUqgdPsNzuSOKdXrFoTcRK4Qcf9Uk10ZTvVHl+5glVYnC4M8UKXnU6wdith0/yL7\n", "NqMsdX2N3WtRQdW9QO/haIzLbEbce+8GrXUudtHYw8IcA32U+tmxGg1xmzlxqDjN9G3c2U9rJDqr\n", "M3WmthicoHeOmX0RIhqo8ekc6Wo0iXX0bQsLTnO8wIU1Hv8LKhe4vZe1Cic32LyJHTkeGObazSh7\n", "/Ys+jokX9UMd3NLixrOsdUTD3SMNzj5T2tnms1P83DC/WuLUAm8oRcnxp8o80WKsl08d5OFFvmOW\n", "iUlO5Gn2MroVBQdP4NTrw3v4dJtfOs+RIv8pzTdtb9Cl7qgK+uuhRM9hqxnezfUNxiocz3LXdfyz\n", "Cjdvh4TS+/m/N/nWIuUsT6xwYjUGJ/2rOv+zxNwzyeRnDFCGAx28c/txb6tzQ5kP5mOQ1MEi05VX\n", "JrRUzrD7sgT2vkZoYiVc7byYYfgPwoV9PsPw716Z5bzmqHB6hdQAlZ309NK3LW7XyEUisT8VRuGx\n", "NieadNZIF6NEdWwzmtou5di5Gr0Q7V4OtGIT/UIHs2nSuRC4a2fZW6OUY7hyl5XSo4YrLGwL7w1t\n", "sFyOBrsdrdAgaqaZ76BndVvqusngjWGwnqpQbUb38kIlJro1Ojg4znRXSHMX1iIEc2EopDSaw6TW\n", "YsNc3RdCasd3xX2Gl8PAbPSG6umtqVBMHW/RuxxGpm+VhZs4scX1dZa6Qs47282BdXY8Sc+OSPTW\n", "y+wbZ3SJXDMqo/6vM3xwlLNHmCmw1sfORaZWONuDozzS5NvOhGHct853TcZ9L+Z4NM0Tl5/a29tD\n", "dLY7eEfafLEVpaaHexmdplELL+ensjx4mvUTbB0MCe6hAfbj2hLvWGa1j9/NUp2M/MgzjDW96DjV\n", "T8/zz/ZzOBsaWfctRm/LzZflCQayvG0Pv3YpOuj/3+t40/Z8jHuXuH/6ef5wKwTxJtOMtSLENYnr\n", "BviZIq+v8UA//6HA0amv9Ivw/ExUuS/HXdXQAft4B+evNoXkhOfhxTqfH8LzfdCIUZtXC/d41Tqf\n", "FXn39fQOUL6RfWV6CqGVVMuRTjG8nSisbYWOUa0Zuj997Qh/5EVSeSIdoZiN7a7li3XqeUa2NYCW\n", "G5TacSI/VGOr8E/c2/vndtced3CDzqUouSw16FuhZzOS3cMYbkR+ogsjK2T6aI6S6Wd1nYmVKFnd\n", "cTz6GGbCyXrfAAAgAElEQVR6Q5Po4CLVenQdr+c4mua6C6ykWS7QtRmP2bkZjztSYGyc+Rq5Yoj5\n", "9WyEcVosUKvSP896k5ku0sOMZjnYE7IXjTTlUmyupUJoUc13cXaZngshHbLepHuA3R3ctsjCUjTR\n", "na4zcY6x9UhMf26V41vsTHOwGZ7ZX3Ry72xoIUmjj7fs58e6uGWA+QKPToX09/rBGII0U2NsksFl\n", "PrzKyWmqVS7OMHeJb9/CID9+KeQ9mkLB9t65OJHfVA+D+2vF+Ezc1he9JHPP5BxyyNBf5HXd9KY5\n", "1RnT/tZHOLeDQyt8dJSP72R0kxuX+Uwvd+dC2v3ty/SXuW/L85bFnqgy38eZfCTE/8c839HDP99k\n", "qBVexFNlHlrz1XsNl+8pDZ6q8VA3H87zBwtMrnyVfz/ha8c9vsLO52d4k+h8fub2bXzgq13VNwbL\n", "A9QPsa9EOx2h3WFx4u9MR1Jzs4NKinI16vH7UnEaPt8m2yBfi4lv6Wx4Dhe3O4z3z7O0vUl0b0tv\n", "txo81UWu8TqT+Z/13tPhsh/Kc3yds9nYiMaqUSGz1UCK1a6YytbZxVgp5KgvrHOhk6lZbj7Ot5zn\n", "t2+goxzS2LlL3LXMsX7WF+I5XeiMMtTrjsVksuVltm6M23fUWGxyrsI1G5yt0egOxdZ0iWY14vLt\n", "AiNpUjnS6bjf4ErkXFK9lLtZqcTf6t9gNU+zO+ZXnOkk30nnML0d3LrKX36Ri6Nc20fvBt8/w8c7\n", "+cIxHmvx64OkOnhskZPnkeatY9xxDW/I8ng3d67Qt5NfvURhmLFubshwJM9HjnD+FGc3MMSbDjNa\n", "4FSDzaUwpul2NB+uN9lssLbILxf5817W27Ff/3KK22t8qIdfzrDW4Fv6SKWY3ME/O894PjqTn9rJ\n", "zQs8cJgffQvXTvC6R9jbx+eHmcrRO8quenxWmg0vfJDb5APnPTs3uxWijJdT5asbzZmNXMaBjvBQ\n", "PjQdj7u0xseSEtjXGC/FMPy28JW/6MqGl8Qw0Ga9l30jXCdCAE+1YoNfF01r+9uRFM5jsxqVL9ls\n", "hJjy2ag7r9bZ0RG9AZPlqBRazUXsd6bBgRrNjmh4W0azOWYtVdLwtPXu6EFYXaY4Fd3FZ/axsSc0\n", "i2a64oSaboaByeUZWItJbYObIVUxV4pT8KkWQ6vsbrC1SGU4krmPI3uUdz3G5hu4YyVKc5c74lR/\n", "eJPBhSiTLHVw29OsD8bH6+kSAxNRrfX2JpfK3DbB4x2RIL/YH+GynVWyCxFnr1ZD2mPPWjTZ9few\n", "0sWNJ+nq5BPXR67lrU0upcLbGijw/jk2azHzeq6PD3dzYpHHK6ysizelTc8Yt42FSuxwivemmc3y\n", "lk2ePMi1bX5wkekap/upb3DfTv5Rg/nbuanCd1/k/hL/bi+7pvil/RF6W5rj8xMizLi5LVXRxU/e\n", "ynSTP6lx9xwDQ7y/ys+tcyYTJ/kHe6LEOVvkdSneus4bv8iv7OOGx/mRNX6nwcQIx8pROvvdl0KJ\n", "9zNDnj2tZ8UHruXZktWGK6qB7luKwT+duZBR/9NpX1W10BtGthPcGxG26tm5bYySCqTXIC/FMLwO\n", "10sGfT8PHb3cNBdyDlOtONWnalxqxunxuiZPZGJoTnMrhtxkMyHEVkrHSbKvHY1v7TSlLNfl2ajE\n", "7ISBfIRhatk4kd5Qi2qm6fTdHsh9wVC9bSAVOkZztShTzRbIbQu21TspNuO+a5kI/WymONHJ0HKs\n", "d6XGYo3mbhrFyCd8vhgn5cxaVBy1znAoxSOHueMJKuXIW7R3UN8f4ZuRVS40onz1XH/kFtYP01lm\n", "dJbRjQhdZQc5uzu8p+F0zMNOrcTc5JkVhp6mkWXXMDvH+SvhqWRxYJXHUgwvRWXSya6Q4GhsMZJi\n", "fpD8Cn81xmwtPII7ulHg4Xke/QJv2cnb+nljIeZT/8kob6pwNk9rlpurLOZ5cJByf/RUHJ/grnoU\n", "GBxocHedz/Tznnk+mOO3nqLjHNcW2Hgm+ftMSCbFG0e5McsPrkee46MjcUi4c3vTPNAMKZCTPRyY\n", "51yZw5UoP57Jkq5EKA++Y5EPtplOsZzn3o74fGzNCrekyN8di6GHE2l+b5GzzyPXfXaBD/RGp3V/\n", "lXd18oEOX74Z7/lIRSnsO7d7NsZaIecuJzEMr0leimF4UnRiXXqF1/IapDfNVpq9C6HYWexjoyN+\n", "bhBD7A9gqh79A5OpaDYrp+NwN9QMcbyJbMw6aPVEiWszF9UcPVs82UtPO0627Tz1FI32XeZyD9nX\n", "etYbqeSodNMYjaRux0DIcC8UY87BkSrzWyGAN7tdRruSj7XtfzBCMk9nODkaXb+nR6iNcmCBvgql\n", "lUjAntugvBJhsLEyxQsR6lGOssyVGocXGOxmtCtkxRuj7N7gYieby3FKLaY5VOfBBl1PxLljoxoC\n", "fsXFyBmMF9g5RzFPdXcYjq0dbOzlmydD8fWxvljzrilmDsZrOL3I7Emu6+YHtkIM72PXcaHJ+1a4\n", "aS16JrpaUcl1vovKDLOVaB68uIm7eXMtRP8697A1yMIFFnZGuG+jzl+WwquzRmU5cksyvkQN9fYW\n", "6Tk+2MNom2NFHrgQsfe32u6AX+a/pKIUeWaC9/VR7ORcgwsXOYFmKUaP/uU4gzn6BnjbbIT0Hsqj\n", "yrt28XPVZ6eqNfv4t+u+dMMv8Q/S/JPJ+O9juSgw+PRXUnHYZrrBU9moqtoURY2JUXit8lIMwxCe\n", "EsnoZ2qj23jfK7Wo1w7Ty/HF7alFDmG+GeGbsVYkE6VDU+h8jrki11RZa0YnczsVB7y1FrvrER4u\n", "bTfH5TJx6l/viLkKI41IEs51RLnreu4OM/lf8e7tDt+RNR7Ns3w4Ys3XTEbcOlWMfoR8ZVtyopfF\n", "edprTJcprfHNs5w5yCPT1JfJ76D7GvqqVGvcvsnJIc5XYn7D+R76u6IxbW2SYk8ox063ON4MWe7C\n", "W0LPaEc7Kooe3hcezPkm5dVoQNu/GNPb9leo9JG/xKlZ1k7zUJ0DI9zYg87IhexY5IFd8RoVNpnp\n", "ZmOY2WKss5Ymn4t8TW4thtvsG+b1R6Oz/Lotrt3HySn2t8IrmBqia4LKFHuynCryR8e59VbethTv\n", "VSXNbbnIj/zAKr+2j4+PsfMsJwosT2x/GPK8eyf7cuExfmiBt/cylOfJ/QwsML3F+GZ0kZvj16qc\n", "HYgy54dWOTbLsRYucG6I+/oi/3LfHKrc+8wJvB4SI/9eKKtuNPj0RFzemeHAZT0MYzx/NVSK/sui\n", "AHsaEXL8Srlvin+xk1vyMdb0gzNeXB8q4SrmpRiGe17pRbyG2eDJdW5PsbESp/e14eh2TqMrFRv+\n", "Yj0knfsyUQ45WeVCLjazA9WQut6RQiPKRwczMb7zUJUb8yHr8FQ+qnaqmZRG/XXGMw8Ya8WQ+6pI\n", "dO+uRDVQZldUDk1vl8yeaLOY3RZmyzNT4s31CGud3BeNd5WB0ITraLJ7imsy3LeXtSJD00y8nsYU\n", "B5aj+miuFbONq+s8XQvxwGKOvUfYsc6BHhpDIdSX22SyIwbkDC6zsZuORU50h2exkYtQ1M6F2GyP\n", "5PjxJ1lfjMa4M7v5tjk+UQpJ7toI9T6qWxHTH1jhzAjvWKKzEons6hYzI/zFEF2laAwsNqgvRv/B\n", "ni1+N03/OX56PooE7u1jfZ1mPgT37rjEYG+Ezp6c5TMZcutcmGDPcb65Es2MD2TCKPybNrdtcCxD\n", "+lb+14tR7bWAxf3smecjXXz+C2jGgJwPPCN5cbmX0Y7Q0APPVWSto8TbborJdTMVPnuMtcsqfc6v\n", "8T+6+IHNOME/0PKl0t1Q5RMtbt5W2/2DEo/N+1KP56VSjaa5Dz6T4H4lvYUUB/u5qS++O5+bjSR3\n", "wteKl2IY7nulF/EaJstAb+QDetZiWEtXPUIqp1OcyyAXc5ZrLbYq9Gc4kI4kdQ6tTEwt69ueorbV\n", "iq7pJja35yOUG3GqXMiynL6W9ppsa9okch3Rbd29iS6KW7QKMXpzIxNjPddb0cl7PhfzlHc1YrPL\n", "pujsZng1xOOy6fg+pydZ6Y1O5fkFFttRerrawc6hkMPuvcD+OT63N+ZKv/0Jjh2MstWLozF6tFFg\n", "Lh8e0NAGlXW6ZyLB/PRQiLn1TUWF1uwi+QV2zlK7icUFjpUiqXwozflSzGEYeGPIbhxajnzKyQyP\n", "VNg3EOGtvbV47rUMfzbO0CDXr4V3d+16rOPkcpSOLp2OXNDvl/j0WHSl/9RovK/FKR4d4Uw5+lC+\n", "7zy3b3FPD7sm+P7VkOA+sd19vDsb3c+QS8WY1sdLTO3iPZvhKfROc2uWP768JPTlbMI5vv1IdBN/\n", "2xIPd/BLN/H7j/pr7aTH5viFNr/fFZ7EC0pQ1PmdSS4MRLXXo1u8pT9Krx9d4/FZL790tYUMvYU4\n", "zFyu5/S1ZFcP/6ifn95gIcUvjvJLjVfu8f7m8VIMw3YlByKYndu+rPuVWtRrh94Se7N0NVnqoz5A\n", "T1ecTNey8Z3vbkSt/kqalXJoGjXQrETIYzYXMwmkw3jM5WMj6tqMvoeqSAqvFRjA7rU3+njxC3bU\n", "Q6epWomu2VFs1sl0MF2Ik+pQi3wqvIh8JZRZO7Yi+ZwqRJd2vrLdjJcPj2a2zBNjkcvQoDAbxq5n\n", "hfUhsv0hlNfsxmKI55XzHDvMiZujxPPQahin1TLXrEZCvtkkV+LxHViLno/ejZg9cdvFCDMtznDD\n", "Jn94iLE7ub6Dp3qYvcSJeYZGYk51XsyS2H2JsRznW6EAW0vzZIO5MU6f4Y1PceIQk0thhHY3Ge/j\n", "vdMcWQ3j/B9W+dMSP7wQPQmXrg+j2KqSucjE9jS9jX0x2+KTp6MKaPxmWnWOnkWLyeazMfZGmye7\n", "+KFaTNxLlzlZ5WfOMl7y8gs50uzsoauXwQHuXIyL76xwsC9EDiee2RRbPD0bP1+WCn81iSL/5x7e\n", "3GC5h9EdYbynJ1/eMg8O8EOD3NTgoQwfmGXipYwHfZkc7uRbt3MmA23e0uT3L38NEr5KXoph6Lzs\n", "97TILbz+lVnOa41sJqQbzl3DN+9isIPeVojjFcSsg45USAE8mI2wQ7+Y4HY6w3kxYjJTCvXUej2G\n", "80wVYpTkai6mtpVbXNuIzTpdu8O5/kf1bkVZZzkTvQGTTZrZOP11NRlLs9mOypZ0i4VcyFAstsl0\n", "k2mwud0Vu9JijyibXZyjPsj6JJtHuWOR5v5IiF8/ExPUzhfIrnP6MNevRNlqTz+39IVC65MpiinW\n", "Z6KfYXeW1XY08q0MxdjPwbPcssgje7nvAOerFB/l4d30ZKMv48at+OJ/qoAh3neWD/cwlooZCo/l\n", "ODFMxzyd49y8yRPd8Zq897EI0306Q3mUw/18foCnN2OcyJkUjSV+usiZXZjiWI69Jd58ic+0I6H/\n", "1BrfcYm3V6Oia6OX3E7evxpVZYe6uXeAj0zF5dcVOIXKZFRX1TY53h+5p//WxQc3XZkILnBbb0is\n", "P7nK4vpzPmQp3rCTf9ARh4qHe/gUvneO8WwMdpr4asM2uZCqaA7xLRXuanD6AL+/4KVXKeV4Vz//\n", "fDuk8y5cHOK3V33NpTZmqhzvejbBfjH9Fb4GWX+tmZVwOS9XdruFPxF5h3/6NV/Na475NKl8nNzL\n", "azExbSUXTtVEPv6/Ix3VPufS7G5HbL7YZCfOlSKn0J1mpBI6ROvdIRvRyJPqYUQ0jxULrGS5mLnT\n", "ePafuqMS5am3NCLEc38uZHgy1eiR6GzFyNDTHeEpLNXoWmC9P2Lw6a5QRD2b5aEuTpd4/UkOLXFp\n", "NIzXVgdnh2NWc6HK66Y508GJHIvXckc1Gqy2bqVeCEO5+wJrW1GW2ajH63GowaXhyEesr9M1w9oC\n", "j+4j30c9w85TTN/J0ha3YtdMlNT245OjLOzi4XUaT/HIUMh3r2ySOxuTZ8c6ebLAuWUObTHaiA15\n", "ZIOpYZYrUZn1toscXWZwMKStv6PJ5Gr0L2zMUlvhkz2UZ6MQr9aI8arlrRiD+YlD7OliIBMquDMd\n", "0YRnlg+d50Pbm82PijLYqSzTWT7Xx5/PM/eM/AYx0nMXf78VFVJ/uJP/dOk5xiHPO4v8wLbW0cpT\n", "3HtL9JyMN/nkGS+ov/SSaXChi79Ti3zDdDbGfB4sc/qlGobUlUGEkpDBeEb99WvJsSV+pczTZVbx\n", "J+te3muQ5o4R7iyHR/6x+cj3JDzDSzEM33XZ72nR1/C1ctneLTSZMvh1/NvnXD8oGuxGxFr/H/zW\n", "1+ixvxY0KU5TOR+qocUmM/0sdLCyxUIhSkIHchxEORXTzs61yFXDk2hUyDeYKUZH8GqV+RK3N0Nl\n", "+bYaR4ucalPP5tTKRyzlH7IvRW+R42lKrRjw04NMhu6NENPrLMRc5NlmlLw2+tjqjK7oSoWdNcY7\n", "2VuPkNNQmvre6GXoKtLXz/wKExeQ5Y9ztIrsGIxxl+3NSFrvHwypjoV11gapbLAwy/p4qL7+3u0x\n", "GGj/BM0N5lus9TA8RHeZI+PkNmIozcFVnkpxfDDyAU90xbjS3cf59kuRRP/oCf7sGG9rM7Cf12VC\n", "pK5W4niJBxYoDlAcitkLw8vcPEuhwVwqtKH215ns5e6JkCt5pCOm2F2osfvpSORf2M3bM4wNc6yb\n", "xSk2uqKJ7y2LcdB8eDenZzybtN1O9N6/EnOs76wzi2MXmXtOP0Fvke9MPSu0V2jzQC+ffI7X0Lxs\n", "c/3RJT78GP/ikm1dd3ESeb4E80tlk79YYO9YeFkT9VDT3Xw5J/06D1T44w5urvNAgQc2vDKn8QYf\n", "u8jHCuLEX/WywnMH+/jHpTC2m/h3Q9xT9ZyJSH+TeSmG4fLxnQ0R//j2r8FjZ/AreKdQ9XpYTIR7\n", "+rLb/EM8hp8VRuKEMBRXS330OucWOHCOB/dTGCSTJbtK5yrV/pjcNpqKnobFdIzZrKBejWRoNRuJ\n", "6+MpFkohYtfOsL4VQ3GOFSKE0GpSdovl/AX9rTV92zMautoxoS3fiJLZM9tlm5kWtfUYFDS0GD0R\n", "47tJ13hke3bDepGpbS2gZjri4kMDoatUasbch+pF2tOsDpEapK/IDZPRv7E+Fi9D3xZnSpErWaiz\n", "1KJngYlSzFe+bjJ6IVYbtBdY2WBqH8UFbptlNMcn7o6hPTdNsvAkf3Q7Hx2itRWNbv0XuTcTM7M/\n", "2EF7hnMjIT9yrB0KsJ9vc3GRcwV6SrFXlNuM7ODpLSYH6ShFp/hne2L2wlSGR0t0LNE9z71r0ez1\n", "6U4OZbixzSN70M0fVrlUZO9FPtnB+GAMDnpPgfFror/gmQ366Tl+rsK+InPLoUf1XJbboY31DKtp\n", "Gs/9bNf4xDp7yyFP/kCOJ6a5qcT/z96bh8l1l/een1Pn1L51VVdX7619l2zLu40BL2AwBAhLAgEC\n", "gcydTJhhsg2QO3OT65CZ5Em4yYRwbxKuQ8KFQAzExoBZjHcb2ZYtS7J2tVq9713V1bXv59w/vke2\n", "bLMIhGwr6H2eftTdqlYdVZ/6vb/f+90+FJU539e9sLcB6x2Yq7jsohcsyENx2BSXBfwDGXQT+uGa\n", "hAKeds/Dw2hj0dmEO9sKKTrjcuDhWcgk5RE1loORc7kLt/mZN6hDQbj6lOstcEkbBnwwfaExuPWT\n", "GoMJHAT++hw895XACGo0ALejhnN6Y5gDLnI/jyHe3yulKQC04Mlh6HiLHCQbi2oG3rqwAdOrYJ6q\n", "B4JoJjplKpfX34blmDKYT6ZhwgQCkKqKTbQQl/vqUgt8tvD+RP1Kyomn2GrDgAOzHgmJoqYM8kI1\n", "KYKrbcjMwxp3JxVowOGEdoA7TO2YTwRhdQu2ZkV1PdaUQ2veo8bUWYL5DtFqrS5Ye1gYwUafMqnt\n", "qlLpanWB3ulZNb2JAPhHod8Pa5pg5wWQz/RAR1KjpSeyYjQFEUDdSkJxQAyt+/wwMALNDEwvQP9B\n", "uDYooL+0BM/0wtV+2OyF0QGJ7toVONCSmd+OXrgpqJzsYA7WTMKhPnhom6wyVrWkC+mZEj11+hpY\n", "U4PaIjyYhbkF+EJZzKKrO6Vu3zQA05tgbQUuyyhr+thB2FyEK8ZhKgBXDCmvYtchWCnodV8pwL4C\n", "YMLONPSGYLEOe5YQ9bQCX2go2jTiwDc98MgL/Y4cpbuNRGHQBwer+t7vdMHvlbQ2zndp4/H743B/\n", "BD5lwp5TglSvxI5v7YI/zEnc+DcD8IU5+EAv/GZb4UX/FoW/moPHDNmuUOGnf6+1lbVw+Kd+I720\n", "NVmFJxKwzm0EBy2dki7UqfpJjaEN/BrnpjH08/xch2ngqhc85jbgATTsjQK/eg6u4yxrWwq2lqB/\n", "WYyOZAuqUc2lR/yibBqmmC2+uhhHS23N7AkLaM2WIOyFPhOGItBsy0PpSABCK7JL8CXAb1zJSfNJ\n", "BmwoWxBtSAMQaUJf8zkH10BZTp+RZUWPLkQh4IGeIKwtQ8UDfj/UDR3WzDjM+aBkKA9iU0Uz56ZX\n", "VhNFH9irwV+DgA9ySehZhvs8OrVsbEC0IEGYtSCNQAwIWrK6mPLD6oiYPo003BKGuZIUyVMJaHWA\n", "t6ZTS+8GcDbCUB5W28IHFsZhJA33b4dtSfjlJTiWlhHgckFU0PwgRCLw7lHhOrs2QbsgxlRHEX45\n", "o9/N67MaQXiqsH4nvD4n0N+sijVmrILf8sHRXiisV9RoJQ5hPwRWILEMvjg8GYeOcY0Fr/CIMrwp\n", "ANE1cPtxngfaXtMLH/MJ2H0sAH/eBw9MAm14YBr2htWcp6s8L2Dn2XKbzLMEn/Bz4rSTXljtAVoC\n", "6n+1CveFYI8J+GSP0dMPOxz4BvCRLLzZgm8k4D32c2MsgMfCP8K6+99ZjazIZnxPWF5cD2Y4e5zm\n", "31WdySjpB2jk8xWe/+LtPcvnPpOZ4P+NzPuuR94S9wIX8+KIw1tP+/whXlLtRd4As0vagEhDJ4KZ\n", "GKx2/ffNpnxtqi6rJdRw8bi0gNU0CrjPBLQwx23RRwdtuXQaLVketC2Y8F7GSc9/ZcC1HTB90g1U\n", "bJiw1RyMOlSzymFudWqysXUMMl0yZxszoa8FiaxGGd0tmIvIu6lsQqcHDsX0/Y4KVEo6bveEoduS\n", "AG0uDb1tMEfk6WNE4KgPZo+BPwy1NGwpyzrbF4XBBAxmNNPfmNEiGCrD0xuliUjPCrp6fAgG/dCz\n", "CMYKFFJQSUJqBMYz0OODt1bgCsCOwYl+2DgBrxmD2z1SL3tNWFWAh0owGRLo7C1KLDjnUwZ1IQJT\n", "W2BdDK5bgJBrIPh0Gn6pDb+Xgb/Kg5OHYQvKYY2Uenxq+qEq5ArwxLzU2Y2kshJuWobH+xAiOosW\n", "eRO2B+Dt7u70dTV4MAQPnMIF2i9Y9M+k6nB/Gy7yaaLyVBjWutTSrOG+PRy4MQ2faMBTRXiNBU9F\n", "4b4S/CCipn8YuMVtYA0Dar8ofmhtnaj2eNE69EqaQpzLut79+Il1Jo1hJ3rxPvmC79/wU13Si2sG\n", "GDzt60F0aji9rgX+P/fzk8AYsAnY84LH3XqW13IWNZoXj35/H7SDkHFETWw4yu71unbZCUOLbc4H\n", "Gz2wBuUgNRxYigj8rQIrlhaJTB2CAbA6BCw7rRiTxhqKngP0OlJVNx0xfyoteTFlDSjHYTACG5Yl\n", "iHPq0F2EZhZO9kEyIhuOYVvvh7StnXrRC0N+6SESIeGZWFAvavQ036nRjLcF0cPAAuwsalw20gVr\n", "XapnuVfGb+UVOBKTrqKMTk8X26J7TmwCzyaItsCqw2wC0lkxo0ttWAprpz4dVj72SEzq1g+asJSC\n", "fxsQK+nQBhkYer0wFVZCXcnS6zK7oGS1tXWIJmB/G+rD8JcxODQEWyuwdk4N05+FjAGjTbjMgn/r\n", "EFA9vgykoZ2D5Tg0bTFtcn44MS2sZHyz0vFePSbNSlcCPrRaflD/Mge5sijCWUM7+gqQMzg7U8oW\n", "fHUaZrpkEXJ4GN7vhy+FYI8B98wDtlLetlahtgyP9spi5faNEIvBJ/IyCvyDY/CaPNxpwL5zoDl4\n", "SeqUYZ/DT2fD8Ys2PnqI52+a//OPeuCZNIbrz+5afmTtATagnIdZ4N1obHV6HUPg9C6EMm7Cded6\n", "hZQXLu3SKMcYhckhaQ2aFlTDsMER0+SkDeM+meDZbe1sV2xtGE1DAHS6JWO2ExZUHWEPPS0xhBZt\n", "GGpewQH/EfpbDRJ1NRVs7XT9FVhfg9GKRFCr6jq9rIS0S66sAWtZgqwVF0fwRWTFfdTUSaXPD2YY\n", "kq59R80FkdMhLc7rs0pum2zC8S6YXpJWIuWK32pr4fICBMZhJC5lczIP0Qw0ghAdkPvpshfwwboy\n", "WD7Fg1YMuDeiE1SwBpetaPHM5mF0Hu4/BtQkBvR3QtwDThtaJ6GQlL/TmmmwJ2BfWItcaVTN91V5\n", "ONAJ/gGY2gqPTMkhdrVPTXf3RpgbhJFJ2P8k7EyqYc2nNXKbWFRDmF/QIpyowbEZ5Tf8URvuOQat\n", "7fCMF5wuWLcoBfevlGGpG26fgu+U4P9Mw1V1eCYIdy5x9mydhitOc+svgwgTbEpFvyMFz9jw2RD8\n", "egUyC/C3XbCpE/5wUmFPTxXhYyn4wgRkipwds+nlKgtu7Iervbpn7l12rc5frjKAkPLgVxr8bG61\n", "L3v9tDqGn2e1EOvoHnRDfw4Bz7/l/v1ngT8D/hkFAniAjwPLL/mV/sgKxmH7EAwYEEqBpxMqCVlL\n", "JA3wN2DW586DGwKQ13kg2JTArYzrjtrWgrOqCY8GtCD3t2SP4UeL4CxXM2k9SbKt00KsqX4arEKr\n", "AKEKXNLQCCnnCEBO5KSfiKzAbB9Eo7Aqo7wIw+WuJ9GJpGRqx24ZYLl4xXwRlsvCOGolWWgvOeBJ\n", "Ssw1XZMz7FgLNjelSG5ZGmd5Lci14GSXYkXNEhSbskvwdmiB7M+K3trRgPYotI7D8iA8bIAdkElf\n", "tohGM8DnMvAbQ2JLReJqRLNVxV8WK3DVcVjywF8U4IkR+JV+CBlwgwnXjcDfRcEuy8TvWBsWhmC7\n", "Ce5D8u8AACAASURBVM4cbDokeu5NY/Cd7bA6KWuNmw7BM36RAq4vQdaE3T7Foe9JyctpfAFyiOI5\n", "V5ZTbacDTgDeswZe34IHPfC5LnjbCnwyDHf0w8Mz/Hjxlw/d901+ciNxGTprU/B/JOGyphhMf2PB\n", "tx3ZYzx5Et4aUVMAYUPr6/BwmfOzKQAXp+D3TXizO6r74xT8aYWXzR7j4m74YEyj4Cc88M8v1KWc\n", "F/VyNgaA77ofp9dnT/s8A7zlpbucn7Y6whDrAH8cvEno6tYYJ4NspXOuH1LYgsWWTgcnPAK8/G1o\n", "mRrNbG+rucxYstdueCHVhmYAJlva2S/bV5Ex7mJVVcDpHhOKDfkGmQaUfbJe8PlknHciJkvoxbrG\n", "SAWf3E7NMLTiOslg6/Q975X2oIY8hmwvNGuQr0NoUh5Cx3uhlRLraUtZ0aAre3UKmdkmcHx1ViZz\n", "y2E4EFaucLqtk0ujAGtntbsf9UKqSxGdNT/MZmE2BpvyYPrBV4DIPvjtI/CZKOyPosF5Sel07y3D\n", "YE6npi+vhv1LYmB9c7Oab7kE5GC3DYk4vK0BR/3QKsM6H0wHJRhcF5JX0zuPw94gfCcEz0QhHIdb\n", "ZqWODoWUJvdPOekrilXY1YabdsA7VyDUhNsN+MssxBrw+024qAHfDkA2Cv8wpQzvQAAu9cM1ZeUs\n", "x8LwTMRlML2w/GJwvSOuz4dt+ME4L8bWXlgmXJ8QWwkELE+F4L9OoubihX1tZYmva8BDQZgucF7P\n", "2HsDz1FPATa1eWnWtYD7PE2eIwwE4M2x517/GwwY7oZvXWgMv1gVqcGoH6w1ygtIxrTDb7e1yBYs\n", "2WIUm1rcu70C+SrotBCsa1TUtuGIVyK5mAO9dfDb0hisINsKX/1SZgN/zA17lTZmhaU1qLekV5gO\n", "io3TtsHTlBdSxJCwLLQK1hqy2ZhK6u88QLSknX2gCYmSrrtswdoqjDehNAdjDdjmg0pMTe6yBYi1\n", "ZZFxuBdWTUvA139CEaCV1WqMF5uwo6wGN23IwK8BPFmBZAkanWqGG+Z1DXanrDIaEZ0Wmi2NQXYO\n", "w8m18OhJoCHnU9OBPX0wEBUmMtoHkx1qSnUvvPsEvOZGuOMwzNZhIgmrluHiFXhgM8RzMNwDAwVw\n", "WtDVEnB/tBOMLTAwAP9sgvUYfHQW/jEC04d0QgIIdWiNfqQDuuvCcRJ5eHpK45qvBWG8KmvxdbYS\n", "2g72QzAJ366Bf0YNM20pzhR49uSwNgWv7YHBXjHOdpbhXcAXE/CvT/NTs2es05XHTbhjLxS2QXcE\n", "5gqwb5jzujFMleH+mNhYFWDfqRPWOayBDnh3GrbacNCAzy+4Dd6QC8Kp6nTc1/9sMaWXvM6kMfy/\n", "CNw9dfPEgU8Dv3FuLul8qhN57ZhXd2j+XAIaPjUDw9COvastT6OKV4Ck19Yxs2DBRFOUzQlL3j89\n", "tmilA0Dd1GN7q3D5cj/D3ihtzwEuWdACHAtCty3B2IIpY7sNGWU7dzqQrsgyod+r0VEtpk1Oy/Xy\n", "95oaadXbMsmb9kDUkpWGk4PBGXG7VzuwekkBPP6Nyg+wgxAsKUZzrAGDeRhagaIDS14prDfXNKbK\n", "dUDnDOy35GRqDUNxFroCYjbZOWATDFSgtRFiNfCXwIpCqRNyFlyUgugm6M3C8R6YD8E1J+XpdHIn\n", "9O3TWKy/B9YZ4NRgyyzcOAT/+Cg0C/DmANybgkgnvDoOlheowckUfG4B9sekTN/hspqyXnhss0Da\n", "Jw/zvFlxLKlYTV8bDgagOgdWFbBgpAR78kBFHlVfisBcAi6xlWF9pQN398GxotxzfzUl076Vuqyj\n", "bw7AL1WFNwVj0GjDLYuyT8mn4TtjP+aGbEtx/RlXcX3ACw8Wef5CWYB7d6Pxrc157xN0eBk+5YV7\n", "wvIGu2eOczvXt+DmLviky9arIDzq9hJQh4dasNOvpL/7A3LyPb+aApxZYzBRSM+HEAD8GURfvVBQ\n", "A09LrKOKX9GcKQTm1nDn7W2wApCylGMcaonGma5CuwgLDpTbimds2DKfa3ph3tTYJt6GHv+r2BXb\n", "T6RmcyAlt9JgFbqKmmPPdMLaPGR8WtQaUQnmvG2oVhRJ2QQKfonBMqbsMCruY6IFyERhsOqOvhyx\n", "fDp80F0TfnCyE2ZC2qH3lWGfD06EIJ6GlaBm2DNdwjEiExo1zcTB15TbafUJuPq4tBxL66BjCuaS\n", "MN/rWoH4ZO09ABwxYdMC9Prg0S3KmF4dgu1LoqEe65QR4KoGxEbchLcOGAoLEO/1wJ5ejcwuKypj\n", "+q4Q9PlgaAE2d8BQBb7SA0zCt5pwfAJuGYSblyCwBCsdMBqEr5agWobL07CnCDjwAQsCWYgGYJMB\n", "/y0Jh2bkUHptSxqUz+ZlXf3HBlwzAMllCMyqOZ3sh7lpeG8KeirwalMCtt0WBKLQPyZM4vKWfIv2\n", "B9QszRcG7oTgxi5tJg7k5GR6JoprbH7uxnYvW52inppoAT7X/y9Dcbwh98sQes/jakm+NyNbnJQf\n", "Dmdg9rxkep1JY/iPwP3AEwhhey2yj7xQ4INYAtJ1Aai4plwLiC8fNaVBoC4LijkvDFjyLZqw0M3U\n", "AKcBfV5oB0SbtLzCFiK2gOdR/5XMBPYxUIVmRUBrzzxUV6lx9OU1VjpeBH9VWcZGU/nQeUujnfQ8\n", "zER0oqm24JgFG8tyCN0fhlgVGg01raxHAi9PTuDkZL8iLadDUCgrMc10ZB4XTcqqYX4dZBoQK+qU\n", "U56V7cVSG2I5UWbv6YT1LW1S7TE5mPoSWszX5qEY1rVUR2BpVlOTVwNJr+JCw66+IngCTiaVNWGs\n", "h9lB4Q3TAQnlnDiUmrLveFMMclfDe1qKVk0vwVRRFiHRMoTm4FhNQsVaFEY7oGMFMhWYLUvj8CsD\n", "rj6iAXdMazz3a3Pwg4DA6GUf3NAJHy/ptAZKmPuLFRhdgJ0heFsNSh54JA7mtJhjb/HAfQNw+Rj4\n", "AxrfzVnaFKydhNsvF5A/1VQO+NHTFxk//HY//EFNViS3peHvHZjMn6a4/kWql+rk04InG/B9P1xX\n", "hwcDcLDOcxOVJuxbeImu5ZyVeQaPeS3w39ApoQq8HXFhXymJSbcCf/IyPXcILhoE4zIIRWSeV/VI\n", "GxBCrCLD0OI+VIOSTwvJXBsKVVFCs64JWoehhcxryhSv1oCFlkDiVusTPNL1DS6rHubivEY500mo\n", "J7TrL9lyLS2GtPj4C8qWXgqoYRQtONCEqiWqZzAoZ9h8BcLTAmsbAY2DkiuiaRZx2U+2cpTHUnJ9\n", "XduAlK3ZuA/od7MOOpGIr/cAzPphPi7vpv4ZKbHnO2BVSWpo2wsnC7BmDlrdEsHfMC5rjYNVJbeF\n", "Z2DCL/faTBEuzUFnGw7ZcLQJvoqA4EMxfb8UUCpctg6Ho9Cchfg0xA24LgJDDZjpV5rcYkvXeHgA\n", "RnohsBN2BiDrg0PrYDIF+214dAxe34R3OxLlW3E46uj3ttYUI+v4EFiOEuV2FtQ0AB7xwyMFoAlT\n", "NhxJy0/qYL/iVs0IFGNyeN24Isfa6ArscpPVThjwg1EYnoalKnx3GcZPawwdYfi/QnBNQ/dabxt2\n", "+WDsF60hvAw1WYYTfrg7AHdVYffPEmr0Sqhb+RFr55mcGD6F0K8j7tfvQDYVm34eV3aeV0MupaUC\n", "ZFyDuqwpu+2ADV5Hc+iBKmSDWkgzbd1DdZ88kBwPrDE1ivJ6BDrnDAW+BGwItwza7GTJt4uNNbGf\n", "thqKk2y1YKCoiMdCTTkO3XVIp2G9KZHYo4bGNIm0xkzdeQhNQLhPeomoI1+h6TZ8NyrmUqgk4V2v\n", "F4hrMe9q6aQyGYWFtJpb9yR4fALYBqpQr8BIN3gPydbqTQuwIw/3bJTVh+2F5hSsLUCzA+5rwNVL\n", "ykOeDkvBnWtBNqdRW8x1Qi0uw7eRZuHASTh0HGwfbF4Fm2xRd8sT0FynLOv4oszkgstwiwH5JMR8\n", "cM0CPJaAR5qKWL1lBrp9kFul131NC2oZyJXAe0K2370BGCgJLL6+DP8ahztPwpEh2HYxXF6SKH+2\n", "Dp9bBe+fgDt7pBB/YxseLsI7YtosPByCjcDv5PTWu22VJDqzCREMnC44uAgj4+gmcU8fIz/k1lux\n", "YeG00dKMpVMFoA2fhXaxfnhNB9Qd2J3jPOXVv8KqBbvnXu6LOJd1Jo3hWp7PWrgT2TBeKKjD/hm4\n", "0U3R6vXCMUe77UEb+qtwyAPDAZmyeduaR3bY+p5lQjAvoLlpSugVdbQjr5iyqLDsDeR9VTxME21A\n", "R13Mo15D8/spB7wxaPogEZDDaxRYioLd0CnhigLMNSHdhHAZqg3RZRM1KXz9cdlST0YglNYimDPB\n", "Z0HGkn1Frx9aLv22rwypmgJ6jqyBTbMwkQdyEtLlW2AegFo3PLVa+ohMXeK/rUmd+gNLEInCuCXN\n", "xaABlRzUCnB9FnJr5LdUqcPKOrjvYTi+T0IzLLjEr6bRl4VLl2H4YmhWYeEYrD4qncWBLHx/B/R3\n", "wfY6xFwXVXsOrjbgl1uway1syWk3X/XDVUXYuwzvGodDl8DhMHynU7+nahGKizzLjlrrg+6wGrgv\n", "Dw9V4HcT8Hob/nZMIP+nt8MHR+G1Ffg7R2D91/0C5v2zMJWTjuB9nRLAvQ34uz54+IUuAC+sCny+\n", "CuWIMKFvtmD3ChCEd/YJ+9jrl2fXx1fki3XbIPzTJD/cj+lCXahn60waQwtZb29DtJZTCPsLLTJ+\n", "Ecsj4XbHFPj6oMcEDHjGNZdrGWDbmsnbQTC8EDClLF7n+h/ZEaXArbjU03kTonVXdWzCQPNVPOrf\n", "S6IBw37590z6oLstjn05oOB60yMri86IKK8LQSWQJdsQNIESlINayJ2GGDFLIY2v+oLQzivTeKUK\n", "hgUdNZn5BZdkB3HCq+bQNiSmixflnDoZhrE8FPI6vRg2jMWhL6NG6DgadU3bMJiS9XXJguoAvGUY\n", "lo5AsROeCIKVhVdVoLwOtgWgvwjDa6BZguECbOyAK14jBXnvCGz1KPOiYEOsBGYbmitwywJ8DQXy\n", "FMZhIAd2C0YcMLJglmEmKNqvt6x0uWwBxvrBE4JoDr64E7bGoXMSmlGYs2Hviqww8MH67bA5CdeV\n", "pAR/ZhkW90FvCoYceKRTsaZbDFhxR7YbGzDagiunhTM1vdAswk1x+C9LzwGaJ8LwsJ8fvrv34IaF\n", "w+Mz8HgQCMLNSWEO433w4Rl4UwVui0IuJruRfhtyHvheSKebl6x8MBASYy1f5rymxv7i1Jk0hs8i\n", "f+QbkdvprwK7z+VFnV9l1aFRVLaA4UApIpHWYlOxi3VL82/Ho8V7i0fCtqQBC7bsM7obstD21TS/\n", "rtSh5Bcz+HjgCg6HnmZTHUotOJkHe0AMo7Kh+XrTgZk0DJoQbkmw5mlIkp8xtY7EqzBpwFynFiAz\n", "DtdV4Vg3hIHiBshWoc+B2QC0HXgMWOUXoyZaE8vKTgIVOOoFfxD6FqA0C2mvxjsbpsDXgMU0fDcv\n", "4DgckEurv6XRUzAMGy1IBmDdLJzIwOIW2YwP2rC/rtFcIgXXLimrubADNkTh6lmo+mDXOjhSBn8I\n", "jjgQW4SpXnkj/WsaDhdg4gT8ch5WkrAQga11OByEI5Mw44fCJoUWHauBVYPOZYnZfAW5tYaz8Ouj\n", "cCgMwyE4MidKaSgJl3rh8kmY7gBvA46kZGrYF9NIsMMPhy01ox63MURseHABFv3CZHZXRbfcGD/D\n", "m80LN/bBq3w6jXw3q8yDd/bCX7hN5LvAQgqqU7L2sA1ZbffbUDTA81JSJ/3wgUF4h6NDyr8k4VtT\n", "XGgOr/g601HSDuRI9ifAXwHfO5cXdR6VDWMTYE2B52I4ZEon0HSg29HO/aRHf/YVoR6GdkTgY7ut\n", "EUq4LeZSVx2yLo0w4Ves5qIPNlUuZ9n3x1xW0MljLAWbHHkueYF8SHbXqw0tztgQqOp5S0U91vDA\n", "wZB2ypccAKsbmmEoRsSSCjQVzVmJwkRZortSEnrqsG0YrKLsrZeS0FmB0V4Z1iWnIVSU3qIYFkNq\n", "3oJrZuAZQ8yonQ8Dm4EkNNNQn4YOYDwGVgven4PPdAFNeNUyFDuAFszVFDzjK8JCCNY39JoGbfkz\n", "hWPgiUNgEBZ8yjiILGmsdrIGDx8GCtInfGQJVlbgGyH4zjSU82I8fSmHNj2PQiwFv90l07+CX3iI\n", "pyZQN16EBwxlRAPggLEsxldsRZkVhTlIb4VLwlAJiV22ZxYe3g1jPllhTzdh7zHYayPRU0v/1lMZ\n", "+FQabnCtUr79I+y3r0rBJzxwsyty+5NOuLWpsdG6tjj1ThWaITWDWAW+noKYVwLKr7Rh+iVU4e7s\n", "UN7Ds9beQXgkDPkfRqG9UK+gOpPGcMpzpILoI1kUtXmhAIXTBDPQcrSYtDwSK/W2YNwQGBx2IBwW\n", "66XRkt31kq1Z+yVNxU12mHAInRLiXtFEC4aXufAWJoNPEMxBX0Bz8hywqSyAOW/IpM/vgfmWrBc6\n", "LLGOPK6P0qxXNtE7cmoasabYU2Xg4mWYcOCQVwuI0wGeOgRqkCxAV0HU0skwbGyCs6wQ+p4CLHog\n", "2qvTT2saXr2oIJ5HkjqdJHt0evHVoG8Wcl6IFJVNUZ2GSUSzvHcQvMdEoe2Zl5L7qQQQg8NxqEyB\n", "lRKT6KIa7OuQYWGypvyIIQci6yE0ChO74fZn4PfC8DdeeDgDY52wqg1zGSWLPVtNnhV/FXIKA/rD\n", "BekovmDDcQs+FYd5H9w1BqMuK6hShEeXYCAhTvsuP8w48K61yrLI+rUoZ0PCROZbaAT0I5gr0yta\n", "4O8IwlQDVkr8UFFUwg+XneZptN5tMKPAjEengqFl+Ac/POYXVfg7e+Aej06zKz9L+M5ZVMBQCNCp\n", "8iOm2znpCxbaKbX4xXNN/bnXmTSGbyGS+KeAp93v3XbOruj8KhOu365A+WYGBr0w2aVd8zhSMve5\n", "WoZTFNBwSxnAlQakfWIgRdpSxZaRdXPAFK20Zu1gwjNN3F4h5gFfWItBxaMTw2FTzKJKQ75GEZ+Y\n", "PPNt6ENMlFIc1pxQnnMuDSM+pZLZPq09VlRMqe4M0BLOEDPgZBPKOchltCvOlWElCj1tCPgFHEda\n", "Gk+MbITmNNwfljbgqC1AeHEJgj2wsQ6P9auBFn0w6tNJaX5GILxnEgYuUqMpZtWEhg7JHjo0CJPr\n", "YTwv9s/d6+FxAwJxpbgN+mGgCbtbotvmu2GvTwD8UBp+LajF+z5gpI1OCFVevEiX4bZl6RjCBtw3\n", "CjN1GeVVGjA5d9rPtODh/XC0R+OweQfeuU6WJOaANCwzNqTyEA1DMf9Dnu+FVYaDP8HuYqoM34vD\n", "+yqy8d5jAHW4fRaaveCJQDkGK4tqXGU3Se7l2qA/XoB/i+nzhiHX23MSnxlWGt1WYNiAu+bOR+O6\n", "V1KdSWP4U/fPO4C7EQB94SioMiHmgalVsKVTIG6jLdB3JABdjqI524ZwBcuWHXbThmNe7fbX2DLN\n", "y1raeVumFu26B2hfxaLnabpbstMI2dBVE7DsBGGhKnX0kCG7iYUAHK9DXw42FNSkeiy5kY57oVED\n", "b1zYABVYW4R5P9Sqor4aOb2B56JQKIJThCNVpa0dbkj1bG+BIR8kXQ+iottgruwG3wzcmYbZElyU\n", "g51zsNsPJzYr7yFZFUYx5IVcAqJDwh2ibdjmgcgCTKfAicDbFqEyA33TUFoFW49AKSbwNtoH4WEI\n", "dkGhD5aK0KrCSAgiOfhuDL5Rg/8Qgv9Ugn1eqK6G7s0KTtq3Agf38qKd5WjGPRUYgA1vHIRLfeDr\n", "grEh+MoR0Vm3JaVpaJtiUvkCyoeOV6DP1j/7cAASk7DJ/+L4kJ+1Dmd1Cvp+SEaMD8zzLEB9xzx8\n", "ZDXcOi5g+++64c9avLzJZBX4q1l4IA603LyHn7eLqwfe2QN/VtOJKWuIDfflKue93cfLV2fSGCzg\n", "zYh+47JucDg3cZ/nW7UkwgptgjWdSl6bdV0XI7booX5LyVjH21oY/Q6sW4KpbjWJzqD7XnHtMxwT\n", "lhsCWOvtK5k199JfgnlgjQcWI7LEyCO9RDCv00YypDGNVYW0X3qAckNNqhoUKJv3Q3BebJ+xqAKF\n", "Qg1Fb4YyygZeaEK+DXMeeKYNJ/bAJVX4AxP2+yAThyMRWEjAaxpQt2GmANN9yk3ekoPANPTFYXwj\n", "XDopJWh6EwSSYK+BTh+UKrDJC1EPtJtyZn1mNXQf0kgn0oJQDHoX1Fg9a2FHE/wrMBeUAWE0DxNV\n", "ODgEwXGoh2AqLrvp8Ul48xB8ERiPQiQBO/phsAwbt4OvB56+h+czfwzZaqyPwpgFQynlS99YEn2X\n", "rbBvGt7thWQK+gw4FIe72xoPrh2GgxuVOTE/DjfNwTd+0lgjJJ0BwCM5frxdtH2a/cNpOgeAbSF4\n", "dwW2uovhG5rw/TDseRkbw/pOuDYhncvjec6NtbdH1O1+90TW6ehrPFxoDD9znekoqQoc5PxU953L\n", "CkA6AGYRDtfEXIl6IODAoCN2ypQBBUMZDf6AhEnLSQG+vaYolgEDNjrimuORRXSlBatal5Oz/jvX\n", "OBo/LaLddtqRLsBugDcEm+Zk1pcNwX4HDvhgpkfhPdWsNBL1JFTcY3yzrZ+dz0HdDcYp1TWLP2jJ\n", "pjs2CmtG5S9UX6884uA22BKTkG2u07WDaMC2Jdjblg2F3wOtQShGYaAH9gxCcwK6SpBaL5DcigIp\n", "KLlBJnE/jIbFmAlPS5/x9W4YCsIdm2XF8UuL4JmBUFQW3ZcsShDX9ECwLdC/MwPFJbgceTX5eiFR\n", "hcc2yDpjRw6uKMPrMuCkwL8OHjvGswtIXwf8bhe8tQrfDsG+VbBuWhhR3ZFVd/cgjBpwaRuuLEnN\n", "/pt5uM0ntlf5pObqkSz8Sw1mf5wSOQgfHYAPueDsbQPw91M8r1klonBdWovrwRyMLOt6O2JwdVKa\n", "lnsz2gjMnyZ4m/dA4eVk/0TgNzvhD92Rzn+Pw582hKf8XKsNR5rwhE925vu8cLjFBebTWdWZNIZ+\n", "4KJzfSHnaXnkq78mrwxlx1KwfcEDA46Ea4ZHjp1GU2Zni4Yoqnm/BFwhBxyvuPhlD1htjacCRoSS\n", "tYYVay89dbBNjaDytkRuEaCzqpHMbI/0DNWSTg2VmkzmjvrF2FnXhqkABL2K8Rw3wF+Dg1EgAuWi\n", "TjebD4llZFchtARHo3DitbBxSA6x0ZCsohte/V/GXObRPX3yWeopKWVtyzxExnRiWdsG0srB9pgQ\n", "D4m11VeHYyGdFloFYSEUYVcYNjwhV9V9l8NAGq706Vr2eeE1J6BvGRZjArY7l2HNOIRyWiSbUWhd\n", "BjfUoLEA3+uFbU0YNmGNA4UY1Aui72624DEvzzaGy5LKZn6wS3hOMwlfr0uMd1dc39veB4MW5Jqy\n", "QigUdLo5MAKxCPiWZNkxmsGlCT13r2C5z+U+3+VReFcTdrqnirUR2LYK8gswXQR88OFe+I9l7YT/\n", "/07467ZMF3+/Fz5Ulu3IpwfgM9Pw2RYshPVv3dWA4Zdr5OuDdAISp1nuXNGAtaFz0BgceGAWPt4L\n", "/SHRxB+Y5Tx0NH0l1Zk0hu8Db0BJaxfq+VWHky0Y7IFUEMp+NxO4CkkP1CzlMHg9oljWLKmbx/yw\n", "2lWtLhqib7YsCZDqjmywk/XL2R08TlezTswBLKmic47C6aMNBeeYXtd/yadTQ3E9+FqwpQ6VAKyE\n", "oXceVudhIgjtmGiY2WU3h6EN0W7ZPhTqsLdXeQ2Fy8SY3JKSGngsJipo3YGuZRntDsfAce0tIhOw\n", "akV6hbmURmErbRjIwhHrWWYmhabwhpxHNh5V15F2cR46ZqA8IgvyE+thZwTeuAjDA5CNwOwQNKbB\n", "nobCei2kfXWN1/rq8qM6FIHBRYimINWCo0m4bJ+YQ/evlnldLAtLWRnUnX4KrjjwuTVwlU9qcc8o\n", "fDmqPImWBQPLsK0CiTAc6FV29pE8TNpQzcG9Sz/iPgnAO/tFKx134MvzQFljuLKbl/DFiMZbH85A\n", "dwo+G4MTRbip9Zwx3xtqcHdEv4N3VJ8bn9zUhq/74IEpeCDoPufpALuBQHcXrP657ab9yOeljZog\n", "QBh+u0/iy+Vu+JIH3pdTUx85Vz5OTXh0kvMw9+CVWmfSGB4Dvs5zEYOgFz92ri7q/Cqzph2jk5ev\n", "/rgXbEvUVBstNqUWRL1QNeTJ092CHVU47oG2X3hE3ivL7YKpxctTvJql2FN0tWWNEW+C369M5JJr\n", "YtcHdJeUE722oUVmoC1NQtLQiGrOBwc74YYTYEWkRg7akPBCIgGtkk41x7thZgWqIYncSchuI1UD\n", "r0+//mxVt0CHR7TVjoIyHwJ5uGJSVFivBw7EoKcMPXlZkB+pwY5JGAlDKACXz8HukOJCZwegrwTJ\n", "FlQjGp0cr8k7agigS4rrhq3XajIAJxy4ztKpp1aV1uDRFHgK0FiEa2uQKkNPU03zf+yE7VPgLcLT\n", "6zR2SU3D3YtoMfEBLcWwltdBvAzfTsHJGVjTgIcrkDTh1StwaUTq6icr8JADc2kZIK5yYGKSF49b\n", "Lbh2A7zJhuuKEiTSA18eh4MF+HwMyiF4pl8U5JuXXWptGD5WFdZxqsYsWCiCzyPq7lZ3gc8aOkVg\n", "82Kw2VDc5Htcv6b7HfjyDGfvmRSBj/bBVTZMeeALK3B0Ed7YDf9PFRJl+LwNT/fBvcDhHMye6xPM\n", "habwc6ozaQx/DVyNSPYXMIbnlxcGK5ALQDoJa23YZ8naut1WHvAMAiYXEG6A64f0uEcmemnAZ2gR\n", "m/EoUSzrgXL4CkZ932VNDTo9Cn2Zb7lhNw1t+qZ8sK4kG+22IUaR5QbzRBtabM0KrDThQFKCMH8Z\n", "clHIdEBnXX5JQY9ChmYHYEtGJ4KL8vB4H8xGYRCJ9J7wKdWtsqxQH6Ja/POGq5XoV+Mzs1oE5vvh\n", "9eNwTRMKKeg6ANY4zCbB0w1dlryVerNwIgrRLDxlQHMO/FfAVBQIwc48PBVR1sClFvRsgHQUjSuJ\n", "zAAAIABJREFUAlNqAI+n4Zn9sPYoeFbB2GpYMOCJODghEel8GQgswOufgXst+NwM3BiHjyRFGf5S\n", "A363DVMjkDehFgFzM2yswupJ6U7u7YKiCaubMFOBriH46ARsq8GXNsCnHGjkYNAHB2tADW5eBa9O\n", "wZU1eCoGF88KZ8EC6vDVKfh+EHaE4QM5NYVnqwT/YMn3KuzAdxtaYDHg70MwGdJm4I6a6MQE9Hc0\n", "eA54DaopnJr17/QqN+PhqbO79d/SDf+5/NxpZiUOR/PaNJw6yXwkC3/YhP8xwyvHjflCnUGdSWOY\n", "BA5zoSn8sHKguA4Gw9rpRgx9BG0Y8sgnKGjKFoEGtNqQseUn5AnDsgXLpmwy1jpa4CccWKhDy3cZ\n", "i9atvLkoULZqCVBcV5My1w8sO3AyCNMOxIMw2BC+MBIBy6dxib8J1GFXN1y5rPCbWhuicSiWpZTt\n", "NGTcl7bAiIDZglod8h6Yc2BPRNnSXcswuwCFhpxOIyZUgmDOwK4EGHFpHvDAQhS2jqgZlqOw3AFd\n", "vaKklvKi3ibrsCYKJBR609WCp4IS248sCiQ/uhp2RSSge/sIjEbV+Ap5iEfAykB1Eg7thugAXOuH\n", "WqeEb5EybD8O30+J5ns4CeGS/i8bos8Pka+mxch6/QzctRkCG5WPMfg0XNuAr1kw1QEPFiAbhiM5\n", "+KMMvM4dj7x7Bb69A24+qZPfSRPuKMFvOrBQknDxShPu74CRIs/z719pwsEx+HqPq5kw4Zt1/d4O\n", "zgt0fnYM5L4P75yCO5Pu93NwcRreGtVB/v6mAmNo6nfRe9pOeqgFYd9Z3veGtB6dp/27CUffP1pS\n", "at3bKyJBHKnz3JjpQp0ndSaNYQx4EJmwnKKbXaCrqkywQmLgFD3KG7aBhikNQ9uQ0jODco17gXZD\n", "KWVtB5IVgcN5v/j+PlMCsradptBIUDMPs8qQy+m0qaS4sCNjvKZHjWbRgWRQc+5gDTxBWX3nTb0f\n", "zVm5ppoFZT2MGrDN0eK+XIOVBJwsw6sykA5BNqFG1izDwTCsrim7OJzXGIqwrDXi85BuyUdpelEx\n", "nKlx2J6HpTQc3AK71sOGQ3DRMvQtwZ0BOJgGOwzlsvKizQRs8EK4CGO98mSqbpUfUdQHA3Mar5Xz\n", "cLIDvHnYbIDt0emsFIQHJ+FNSeUkhwIQm4NiUHz+KddWIxCBHUWRA/bHhcNcctrYZWcNbvdBNAhJ\n", "B0J5iGehKwj5ErT64bpp+Ni4MJN3dcGSCcf8you+v0snjOluAeJDTbGqlg7DdYtwV1qN5htteGiW\n", "51Mp/fK1+tQc3B2E2abLZjq1GXvh2MeAS7vhN0K61i+mYSfwyaz++pKAUsT2LQB1eMCBKyxY3YKv\n", "hGE4e5b3vQPPFOCfYvC2Khz2wa420FBq3Z+34csRxcHuWuICbfS8qzNtDGNoDnu2O41/bxWCaAya\n", "DQi2pAi2gRVELY0gZXJnSzusZQtiJvQvwHJYIC8WeDyiXva3xTJpVq/liG8/6aZNGCigsB2fm9ec\n", "ass229NQJnPQkD123oKdVYXnHG8LtyjE4KJpRUM6m2TqN2+Atw49NWkZThgwYcPgGCzGFck549GI\n", "JxfUPqDHDzNV5TtPJ6BSVQNcDsBECow89BSh2Q+rXXA5aILZBWYQfmApTrNvCg75oBWEYgmSJ2D4\n", "MqjmoSOoXfX+y2FbW2yvcRuoycZj6wEwN6pBHmhBtQB76nD5rIRkqQC8uqUwHbMA95mweQGWe2Cm\n", "CM9YcJkJH2rB3V3waT/8ZQZGPfBoDBYK8OUeuKUM/ikZCtoJ+G63aMfXu+Byd1tRo8MmfHObBIET\n", "3bC1CB8ADmyD9AS8yYIH10F8GK5YhNtC8NA4z1vot3XBG11rjR+cvtP/Cffde0Pwv5SFKc/7oZhE\n", "djXAmqaiJUH/1hem1bACfjWFkeWzvvM5mlED+FoUcjXYneHZRnZ4SR+AtE8uhvMzTR1+iGbjQp3r\n", "OpPGcOu5vojzt9Im0IBgDvJRhdQ7LS1cT3sVcOMxRNMc8shszg7CgRTgh622AGnL1Tos2EocS/mv\n", "YDH8FF1NGA/IbM6y1GyChsRdxaD0CSlLKXHdTRgNwUTTTVZbUr5AqQ2xqDyWDvu0y63VxTQqNGGq\n", "IuxhMSoNwFwDhuahHoC1MVjywkgSmstyMW12QiMNlyxArA75LlFUwyNwaAiuCQt891VhWxGeCMH+\n", "BngCsLUCTr8suVcvwXc64ClTAUJr/DBQhooXOpoS21k2rKlJ0NasKkBoJS/r8OKyrDamo8qgsDIC\n", "l4dTMNqpZjo8IXxnrAhXz0uxfFVNrqc3FeDOQbglDLkIJH3wroBwjXoBhsZhsQuOBOCrizBUho+5\n", "C/rnO2T5/et74V+3gNED19UgGIETKeUq7EnD6iNQnIe/9UKwqJHQjZ2iuu5bBrzw/sRz8//v+6UP\n", "eWb+x993gRjkh+ArNQiuwGANvmUKhF4w4R864UkXWO+IwrWd+rn7cvp6XYc0LOWzaRA2jGT18SMr\n", "DO/phVUGHGvDN2Y5c9DbhMu74aKwKNoPLlywuXjpyvzJDzmn9UZks/E7SB2064c85nrEivoosvz+\n", "/Av+/lZevmhPCzZvBV8HNHogFdbYx2tod1Y1YAqBt51At2uznfHpDVy2hDdULAnOWh75FFU8n+C+\n", "4LdZXznMlVVYgxuJWQdvU6E70019L+rqJRxLwTkZQxTUVtRd5Dog0C0fn0pUWEWzpLFQxqM32/Zl\n", "qHphJaYFPBWR3YTPCylTLq/HLGgGIVqFmkcmcdWA2EaeMozPQM0PXj9kHAHvngJYczrdzNpSa69Z\n", "VKZyqSaDvKANN3gg5RMgnm3Cujk40gW5ThkTHvFC4ITykCctcLqFy6QM6ChBJSKvqgSi55ZnITEG\n", "41m4+xCcHAbfOtjWD5EgHI7Aag/EGgLRo+vhg21YYwiHeXgI2stgF+GueTh6FCaKMBKDBwJwnxfe\n", "uiL676qQMr+NGFwxB093Qayt4KL2PAzl4KEMzDbgY53w8Rb0RGE+BUsWrOuGsYiyNpINnWpGTuf6\n", "m1rMh8LugcAHH+mDVR54fQvyMXjAA1+bhPuisH8V9LSUHjfXCe+LwqeqcCmwfB28JwEfCkBiEMZr\n", "cuA9J2XCewfgU3V4R0NSqPEYnDidmXSK7govOk1c3A1/FIRPVEXHXUy6Ku4LY6mfX93KWUR7nqsy\n", "UY706xB15yngm8DR0x7TgfKm3wBMI8L7K6jKZTGDLgZOmBC2lbm83aPZfxR3h+8RbjjtyPai0xYw\n", "PdhSklfOhkcsjZLqhsG8cykZ738gVRdjpmyB0xSAmq7AaFkArB2RwK3f0kk70BQ99GAc0g3YWIP5\n", "oLCMqZR24n5DfkKZmpg30aDcQ4tR2WpkW8of3oq8gKyGmlrBD5tXYPMiPNQN7Q5ILUO9rRNIchRW\n", "MnCfD65fBYThiAG1PHQGIDYlncdCGIb7wFiBGxyNxiaiyqEO2TBegRMbYLUFfXlhMh11ffi9sJSA\n", "oaysp3OGXpfZkgDqJ5HOYMc8NMrw0Sys+OCRMly6CCstNe3tnVCMQ24R3teG7/ng0rIa3pwXejPw\n", "nzLo2HFKD1CF74wj3q4PvncpvCkAvhQseTRzT1swuQK7OzWGS4fge0k4PAlv6oUPl+CuGBgpuHEQ\n", "NrShKwody7B6Ee7phANHTrvBPPDqfvgtHyRtuDsF3/Qrp2LJhr9vS/PyaAXyM+Dph0+cfE4wNzUE\n", "vXmBxF+MwhsCsGFZtNkNNRheBd+a5/l6Bz8vZjb9LGWJfXWKobS1Bf0+no0cXZ+Et3XCgA2P2/DV\n", "F5wm+oPSbYCu/3IHuadeSJ97CerlbAxXojDbcffr21Gu4emN4b3IvG/a/TrzUl3cmdX6GKRmobIR\n", "ti8q47kQUHMIGJpRL3r0vivingg8UG9CF9qNl20o17X739yAtrGGoqeF6UwSroIRANrQCsjOebmq\n", "3IawT9TABAKiy4bA61VtKYA7PFKeOi2BsAtteSQdSkErphyHea/svgMBWOWTGC9ZkTGeZULBC16X\n", "YptqQKCgYKKgDxb7AD/UWsp4LkdhNK25+uZlpaMZMaj1gTUC7RTsOCqxmr8G/Y7m9j0xLR5bhuHe\n", "PnDi0JiHzjhMx/TY9+9VbOZUEYJNiJeUCbGqIh2Bt6qmN+lApACTfvDmYHfYvb38sLoBN03AAwmN\n", "xgIVWJeHVgSWqnB/ArZUdJqYzyBv89PHHhZamNpARH+MNCFf0O/RX4P/0oYnR9VsrnQ9j1oe+EES\n", "FgNwjwnBJGxwpL3INSHrng6+FYd6BmZP90oKwnsC8D53hDLaAbUBuLkAF1fh20EYyUPZnef7LcWy\n", "nqpoS78HUFBU29RYEsByWUTPlqt3eHsM4jY80IZvTfOzW1i34Lgjdta6Ntzn15jtg8CMD7q9Sq0D\n", "uNmCTDc8MPHcj+cbsMevLIcKyhf5qYR5QcXtTrcRF/sCRvFT1Jk0hrVojLP6tMc7wFvP8rn70Zzl\n", "VE0DV73gMRvQm/FBtP3+NHJFe4VUhymGTr0FZZ8+8obWk7gDmMIFOtAJIuJAzYZ+A2YNWHK0Acq7\n", "gT0VB7y+qzlm7SHV1uK/7BH10mgLW1huQrYuPYLZKz1T2KMQm4QDJ4BAQ9bfCQsCRZnkFb2Q7YCu\n", "rGigMwGNeMI+nRTCaJMYCghIL6Lnq5tQq2lnvtgJmZjYTdQ1aslEYKYbTq7IS6gvBb0l/cyWIZhs\n", "QXdUC96+DigV4MqcFsiNTY07jvhgNq74x7QH2mHYWoDuZbh7FTyWgLlF2HhSWoqGB/Z54J4Nyhjw\n", "tyAchevWQLELej0wDDACH9sHe73wLx5Ya8GNOThgwoIXFmJwZDt0F+CED+4NQ20K9ozx/KYQhPf2\n", "wRUG7OqSwOx1Yb0+oZNw2AvDQ/COGdlcxLzw7jmYM2F2EP7XKNhl+NIAvMWG46aa2WAd2iF47bRO\n", "M74Szx+pGO4C7lYjCNtW4FgV8mGl/H3N89zoaTgvhtKvVxTUM1yAyTakw7DYhu8V5dLrhOCeMOw+\n", "etrzheCDMfg9twltD8DkGeAdP7LacMcstHpljb4/Ae9Zgf+9At9y4Mleua3ubOo0EQ4+/8d3LcKf\n", "98N9Ye0Hv7HEGeMTyQh8qE+q8SkTbivDnjkuNIczrjNpDHcB/4jM9E7dRD+PF/hM/g0vGo7ehDCI\n", "x4En0Op3et162ucPuR8vQe0pCRTuj8rcLRKGli2twpzp0h4dLfgYokg6be34HRd/SDUFIkcMsXei\n", "XE428BS9Te1EKx4I1YC2MpY7K1CwwB+Rm6tly5OoYsqoL4T0B5YtimvLkMmYx5SVd587fsGAlFcj\n", "BSwwQ5qSFH2QzUFsAfBqATJnwSzpVLCQgHINXpcTI2q5AqYNc1UINcFagLZP0ZaNGiSzirasdkHA\n", "hp4ZmArqxJBoy+675YA3C+vmYe8lcnNdqSsSdb4OP5iF/+0IPOWVvmFVUEFDmQAk8nCVFx5+k+JC\n", "Ny6DLweRHmhUoMuQEvfDXvhEETp8sG8cruqB/nUaUTVD0M5APgPfOIFoZafV63vgkw0B9wkTJtNS\n", "lF/ahCci8D/Ze+8oye6zzvtzQ+XU1Tn35KiRFUYJY8k4gzG21yDwi8kHWFjC8gL7Bg5gDhkD69dg\n", "fLwGw3ptwAIbW8KykkfRijMaTc7d07m7uqsrx3vr3vePb41mJM1ILWmEpVU/59SZ7unq6ttV1b/n\n", "93u+KVOCj8zAzRX4lgmFYdluz0VhQwjC8/DhIvwO8L+S+nggIXPAowZkU7CUgcebPJfzX4N/d2Eo\n", "DIMt2B+UOvoXluFYEB5LwDOTPDvymclr8npvSv+3ZwpowuPh9uNNwPQQxMNw+DTUMud/VIelWNVz\n", "tb2dF/KqqgZfnwAseK8PP9U+DV3ZhKd92B9SY7gtAlPPV2w7cNcU3NVOJXw5J5cbe877SwEsxWBv\n", "mBd3rn0z1Nvbt5es1TSGOvCpV3Exl6pZhMqeqxHOj4zO1TTaLtTat4doD/Sfd7+PvwbXt5pqiKaZ\n", "aUmvMOzAeku7tUxTo5iWqd2470LKhe6qnFHnUtIheOecV9FYacm8jmnjD3mnA9mwXiLbh1hNO363\n", "rXeoNjXSmW+BZcHmdmZD0TxvxhdYkfHboK2RRlcThgPSTnTUocOXoroelX/SYgOyEagGFbHpr4gN\n", "FM9CagbSQ9q1DgYgUgM3BacHBaRXs5A8Ie+gvdsh2AuWrZfLGFCmQ2FaAP3MNggvw2wa8tNKYPOB\n", "R0eg1ICFQWgWIToHnZNwbBJ+PgsrBvyJC79chX8cBL8J5rACe5aakAzLwsO3IVnXGtsMw0AO4jY8\n", "1B5dbOoSw+heE35+Sc/xeBXMgHQGzykDuizY2IBZG3IxuNqC5Bzko9pVH8zBFQ48NSKh4jeicHe3\n", "GuJNRfiFtgju5jL87bLYR2YLVipyY52rA2XIV3juiaE9zhnvEM358FG4rkPamYqhzGeex9SZyV/E\n", "qO6CZnPs9MXfyvkGPGTCTW3l8lcjcORyjG59wBXZ4NxoqKcFE0vwTQP+PQrjZThwMZ8pj1eEKVim\n", "PMvOVWztpKB6gOdumn/3UndcTWP4K7Tw3s1zX6SnX/51Paf2olHROmAO+GHgo8+7z9cRQG2hlfMG\n", "XnfCOt+FQEV+Q+UgJG0wbO2iYy0YNuSFtOILfJ5x1GtjLekc1iG2TQ6wfJuE/xYW7CfocsVYMjyF\n", "04TCkAwpjMeuwEBYjWaloXFQ3QC7jV00fbAMaKagKwBRE8ItMILyCWo2ZGBnLMFyj+5fKMq9NZ6X\n", "BYcdls1BqQiJfimcI1FFlvYvwdQY5Ouw4wSkVpSXUHDgzIY2yFgVuFo1pVFoZaGVgc7N0L8C6xpy\n", "bM3OwawDy73KQRg+A2fGNP7umoZGHn4qB59u6xkWuuHRMMwG1IztIoyHRTGdAoyAvKtO1cTYCjbg\n", "s3F45oKFp8PSelW1YG9KDXPRhUkLHbkc2JnQYnyiDM+48NtdOlGdHYJyDDYVIFkSLfjuEsyMwa+v\n", "yNdqdkk+SHfNwxV9GgfWDRndzc/rdLVqwzfnAk0AsKcEe0Lt7zU5PwN8tVkHDfirWTjTq9HloRWY\n", "u4xOqOdGQ3dHYQn41nS7gb0Gxnf7VuCzPQKvJ2y422UNtH5ZtZrGsBP4MeB7eO5u5nte5c92gV9C\n", "DccC/g4Bzz/f/vpngePAXcDB9s/+HHD0BY/0nStLTBmG5FrqtZ1Oq6bUunEfEpZcNNNNzdBrNVE6\n", "F2uwDR1zi7b+xvPeTgx/gaiXY6EF8Tr0R8TQMHzZWwwbUEvICylYgpGWdlyFgO7X5UEwrlukpZjQ\n", "rraGouHAXl/CuIIPgUWItkNvmibsiggcrwehw1M8ZSGgHAdrFNIrUKjA2QjkGtJeTBmwMQ9v8WB/\n", "GLYWoacAR4ahVtFjVKZgtAWxMWh2wfp5sbKm4hqznShA8kqNSYItKGY0XrqvDB87JEbjlwOQL2o+\n", "HdmoMdsDg9Bdgg0FCOVgqVNU4EoQTpyB3KzM3KYuNHAzYG8JPjUGb4nKX+rRXjjQAz0Z+PVhOL0V\n", "PrAA1zTgc/1qGNkEmOsgUoZUDpYisD8HiRLMZfX12y0wXdidgW/b8EgJPunL+jvRA6GSxlL3zvHK\n", "F6o2Q2prH/xkSuOfPQZ8fpZXbz1RgTsnXuVjXKouNRp6DXbzc3n4pAdfiUO+1vaXWrP0eRm1msbw\n", "Q4hI/1qkL32zfbuwPvu8z/+8fXs9VhCGtijCcnEMEgkYT0G0JTWz7YFjaOafD8iXKIrCetIeLBmy\n", "lYj7ooSa3MDD9l6GXIHJeTS3j4SApkZIdSRqs31wglBdUBZCwIHmmBZ2UAhOwQLPFX5xHMhbMtnz\n", "YwKVp7bCrozCbLLbpcQej8CIA/k4lOMQasg1dqCtyK0FoNAvgLs7A35Z9ymFhIVEbKW3RR2ddpZc\n", "jcCPuAJaRx2oJeHKrFxX73Nh0yB05TQGC7QkwJqIgV2Q3UWtCqcXgTD8sAkfOA0PdcOtLtyXhAkH\n", "DtbAPQGFGkwU4F1xeKel8c9RDwjBuwc0fltKQKxb6u8nLeEbN/VDZwn8NAzHwMvCtjJcEYMNDvTN\n", "wbYGTJqwUJPFxsEo7M0Adcjn4AZXQOo9IThVBzzIl6CnC35vWvP0ozb85iDcOcnLW6xMzqeSheCj\n", "qfPCuBstJQLe+1ot6perXuFo6GWXD1MF3dbqldRqGsMhxIlcfI2v5Y1YQeiIwdWzsHccStsgWIRy\n", "B/R4EHZlh1w0oeTAphyMW5DKQyshi4zJkNhEAR+2eNcxFdrHWF0slpjVBkdRRGfJbDOGHBnEnXIF\n", "wrYmoNqpI3qtJT2D58kMb6ptVZ31NF5a78PuFTiWhJUElGuQdCFekDhsKQDRDgnPOkzRVsMB6I5K\n", "kBZC9ENnCfJ5CdNu3wyN43C1DaYjW/B4XfkH3jREu0Qz9SL6/lMuzHuwr6kmd20BugswvgkOXw9b\n", "5qF5BnYl4Ol3wcKj0LUI2Yqe184WrA/CD2UFfv/KWfiZGHx+HAjA9VtFmntvDoZdMWMWTPjvFXgg\n", "CEMxOGDCfx2HryUkSts8DRtXpOmY3QyZKuxpqMGHfD0fy6ZM6oZzcLsJjMLP2jA7Ag/Owi9aMimc\n", "rMNj59g8Nmy04eo2uLrDhe1BuPOc1cMqqjMO7+mXjOeoA3tystA+VxtbEF6zq1mry1araQxptN18\n", "ivPd/nLQVf93qBpkslpkp32lrCVtMY/cIDRtidcKhmI7szFhC1FDrJK4KdaQ62gkU+U6Tlj/k5sd\n", "2UrEbFgKQbYFwSDMIyfUeE6upUFDzqs7g/KrKc9ANQmRpk4Gng3FFlTKGrmUOxWm4znQVwcsAaj5\n", "kFS4bgTWlaEZlxBuJAeZiJrdKRM6CmpQlgtvnYMDESjPCU9JzcHstZBLwmxZgN/AMliLUI7CrS14\n", "ytRYa24GjGPQkYYdcXjvItx3DVT7ZC2yeAqubqohpjvgLSMwPAL/cj883IJ1QY2mH4qA3VbuWj4Q\n", "gR8fgsQgbKzCI1Go5zUG22TBE/N6Td5ehtMBeCCiE07Vhz1xKA5CvgMyIdhqCjf4pg/9VainZLeR\n", "M/X7VzfC/3sW3laDp8IQ6oXPHeZ8apul68GHaU/eU0Ptf8/6nBePhcWUyrcu+N4LKwAfGoA/q4pl\n", "81BIosYHPLg6CJsd+Eq0PS5Zq7W6LLWaxnAOuT73hn0NwKI3bNXg0Seg+FOwM6mM3UYT7Lpyja0Q\n", "zFlKOxuuC1YphKCQFk+/1qt84A4HFqwIB/wtZMx9DFXkNhoJyO+oNwCtuoRsMy3AkfNosii2TaQB\n", "02kZvkU7xco4VYHKJGyrw9ZpyHVCfx+sJCHfI8WxV5OuwfPBH4bvOqsxUbmhlLCzlq6jWtcksdQF\n", "HctqNo9cCQtZOOvA6GEB1M1lNbCZKDgNGG3qd2x1i620XIH4EizEoNKvMdpyQGEuu5sau1lNGOgS\n", "BTc7BqMl2GlDXxjm3g+HDsEfhMSmuqkOHynB/4jBkyXYlYbNPZAOtW3NkSXIVTWdyHZE4OuWFNKp\n", "kmI4v94D3zbhJ6swHYNADBqTEJyQxcixBjQSsDkEAxkJ9qp9sD2qrIpmDbY0IRFDox4fCMOtg2L4\n", "zJjwxSr8t5AS3E748JV5wDvPt39bSyfJz1Th1LJe32cbhw27/PPUy5sbMvC7bRpmuyEahIkVGF8B\n", "gnBDl3QUx4owU2Dtb3WtXkGtpjE8APQD16E32ZNItbVWgHKWI8C2KoQzUOmBs2koubIr6AjDmKOx\n", "jGdALSLAeKlfJ4LRsjjxSWM3zeBJ0k6NRlAjo9MVLUjdIaAO21rwcBzmemCgrlxpqwEndipGcb2r\n", "Hb9lSH097oJRhEpGDqT7A7AYUhpcNapMgw1NyMQEmuY71YyiZThkSTzXH5KlR3JRI7G+muzFz6CA\n", "IgZgW02NKdQAv1eA+ZIB40twtQuNENQ7Id6Ek50aofUeh2gNxqbgsbeev57tk5AfgjuHYUMKbqxC\n", "dDMUXLglArEKNCpwdxBuPwn3+VBc0iJ41U5lSu2agSd6ITcICxbcelIq78f7YS4Nn3DAXIQeC+46\n", "LWuGHkvXtqUI767IoK/chM9bcGsefroKv7UBPoJOfgDz6+FwUWl6py9gBr2jD37XPZ+wRhz+YhqN\n", "jlyeXfSv7z3Pt78zBt+/DZrzUmI/axHhwklDBnldPvxrFM4Yeoxvz17wRrTgPw3JdmzIhdt74c8N\n", "mFs7SazVy67VNIZbgU8AD7Y//2vgN4F/ea0u6o1VHd0wkoJgWDkDrQSMWRrFLBkQCkrnEK9obIPf\n", "Bp4bEpwt2lovsuaNZHmG0YqYNEZM9gUTlkZTsSDMRuTWuqspwZPdqwjMakS23r0BGfK1AoqapBcO\n", "xGFsTrqKyhTEZ4R9LI7Aeg/cuhS4AQPCHdqh120wa5CsQDGhYLAuB1plOBoXvbMjAz1xubpGu6HS\n", "KfpnvG233RGQDcdSAFoFRXMG4mCUYP1ZmdftcyGaFDZSacG1czqVjK/IfiOaa4/GQtDqg45pXeP6\n", "LrnVPlaHUw4sVGFTj04yj0dhthewYNqB2iy8twaTTficAbEs/LdpuCsM/yMDpRJU0vDRMuRK8OUB\n", "WEzBvg441Sns5QkTfqQKtW64pg5nKxCah6/ugt/cAYEizJ1jzgGpgJxkz9VGj/NBOxdUxNRiP2lB\n", "oRfeXlOzXO9AeaDNEHLgnxf0dScOgTT8wCJctQ6+MMd5JlIY3mtLZAfw82W4r2OtMazVK6nVuKv+\n", "E/A24IvI5fRLiFr6mdfwul5OfZzvnLsqYG+Fre+CvrQM6aaSyjvw/PaIxhSAOR3VfN5ptDUGUWUg\n", "eG1PJdf+VR6NPMxYcx8DTWELflgJb8tBCASgHJCeybLFSLJ8mDe1Ue2sQzwIVkCjJK+pfISYq3zi\n", "R6YgZcKOJJjBtnCtJZ53pAiLPRD2ZROxNyrcw0rASBJ21eVkmonJuG94DuoRqFmixC5yTzyQAAAg\n", "AElEQVQ1YbJH46hNIdjQgJkuMbSCGfjQITgWhXgD+g7ByKy0Dr4t6upeU3GjlUGoj8JK28q766Cc\n", "UwPAgUFhHckQbClJz1AywO+Ca4Pwfb3QHNH/7y6AE1P+9D4L7mnCYxGN9n5uAm50YKcDT0ZhIg8z\n", "LqykhT8cd+HTOYUf/dwC/EZeedJ3RWQ0WI/BliX9Lt+KwrZn4NPH4SpD9NuJojYDnVHY6cor6Es2\n", "HMjyArC5aUIgBcdikOmTZfqHl4VF3BOCA3nAh3oTDlVgexL+Zg7e34DrW3AmBSfOaQ0C8NYUfHf7\n", "1DJlwTeM5zm1rtVaXVgf51W4qxpoS3eusjzXfOtNXp0RMDNwYj0MpbWYx1pqAMkGrATkO2QY8iba\n", "GJDSueRpJO01JXCz3d3k7D9ikwM9JqRaorYul+FkAopBZUTvMMVOirUEoBbqMNjUoj7rKlch7MCY\n", "JxFZzoB1m+CKtE4TJVdup0YcnrYhVhT1NY0aTBx4iwEnNsjSwvcgW4elqJqY0YR9A3BVVfGd2W79\n", "X9AGPwhuBSoR6C/DnKuM5NtGIdSULUczqIwDoxumynBkAwxE9PulA3DLJMwE4aEkLO2AXctwZgic\n", "DMy3AeLKBmUJ7F6BJzbAYAl+ZQqucuGLSXi8QyZzoz68MwQHe+C2M/ALKXh4BO53YHRFzq0gfcQn\n", "G6gDuQKD/w8P3tX25vnPU/CjYZjIQGtYGQ9LAcgvwsezGiXe3IAdUdhjScX7R8A/x5WHce8sFzWA\n", "G8/CH8Th3YOQCsH2GvxrSv9ONHmBb9JWV7RmUPPovZDCWlOUaDIuxtIeox36s1Zr9bJrNY3hLiRC\n", "+0fUEH6YF2oP3sRlWqIwdua1IBqmTgkLUVgJya7CNqFq6G/Y9aFuQakuMzY/Aq7ZBXRTsg7jIY+g\n", "JLKdMBIQisKGtlX3JgOOm2o8NRcyRVlgb/egy4YTFfkNmgacGdSOtTcP6SQMNcSGslqija73IBWD\n", "qQSki1DthXgV+oIQKUDGUGOoJ6GrLFHeaB4GQtIinA3ASBy6QuBUFRe65Em/4Zeh6kDysHIM1o3D\n", "6c3wXWNg7IADIfAWZRNRjcHEesWHRrNyZd1qwr91w+aaPI+2zcHhzcqPiNhwyzI82aM400gYxoNq\n", "cPE6BOryeIqHldfwARdqG2GwBtcayo347Ag8+FT7RbTbtzbPPm/D7AWn6fmAsiWKGXioKNB5rgU7\n", "UmrIOQMWzbb5r6fbgQU48FJEDRO+NwC/Pg6ng5DtggcH4O/G4an5593XgUMt4URXO/BvUYkVn318\n", "X0Zxe2PCs/LtzOi1WquXXy/VGAxkiXEd8Nb2/30WjZTWSglZGZiqQU8HbDRhyoQzvtxTNwQFEGPL\n", "CjtrwrKlpzXqKutgMgTrzBs4Yh6kr9nCM2QfPRqQd0/M147UNOWYutGDHlcspUlLOEOXIQpqI6gT\n", "yUQdZhpSYg8j3v50WLRVL6jTS8sR1bMnAIUI+EsSw3WbELdEec1HNb5ZCkAoJIbNcFY4wrwFIz4M\n", "NiSQ627C0ag0DOVFKaSTHtxUE3PGTcD2vOwqaiEYikJrtzyYepfaQTgpaTc6g3KhHc5DLACVJGyc\n", "g8EpWGzCwk6Y9CHjwHwIytsE8B8MwNMl6B2F4BjYVYnXxoENZXjXGYHQLVMU2ut6wO4HKwZv9aVY\n", "f3wFnpqFvy/LFykJ3Ou2E9eeJ5xaLMN/3gjrOwUOH5rmuafpl2IEmbDSDc+YIiI1C2CuwFMXs7v2\n", "4I45sbnsHggm4KZlGB7T/9No/7zyCzwA12qtXmat5sRwJ3AFykVYqxdUsgALk/B0S8H0IwbUw9IX\n", "BHy5iMY8AaMF5Jc04EHAFvjYZ0C6fCOF1D76mxohZU1o1MTU6TC1SM4BLRcOBWQzPREQVrHVUNMo\n", "BjXx29kSkJxoCbRuRIGAQoBmYoKVEp5cYaeiChvqs+B4BxyKQutc8I8JE4bm9M0l4SeDtvIl5oow\n", "GwUrKSwk5QrbaAJnyvB0QaeTbSegviS7itwVEOsVAO0idbPbhCEHpkcEgJ9qwb8Mwpgr64n3T4rV\n", "9ShqSnYTwhUIL0GsARsMhfuUC3B/FGLLwhH6T0CwDza5cKYDzAWYCwoP+YEG3BuSIeCv5uDBLjA2\n", "wdZF6GkAHfBUob37DnMeNL5IaE2uKabVd03KQvyEDb/fDftXKQYdjMNmA7b6sL4J/9oHj01xaSfR\n", "BuyZk1Psny0LuN4fgNJAO0t6rdbqstRLNQYf2IdCdZ587S/nDVc2lFOwcT0M5mW3HDCg29OIKWuK\n", "BprxtWg3fYHBARPShgRxYQNS4d0shr7IjjI4FfCiEqflLPkEDXqy1Wh4yjXO2Po5Q6ZM7epBOapa\n", "vsRzAVfjkhUD6rX2rD+ixb6/qjFJyBCV03ChpwSJgJxfjSrkIwKPHU/3HwYWgNMGdPaIpZSMQjMm\n", "FbLtwXIIsk2IT8PYQTgTg3oOdk1CvFOUSycAWz3oiwjEnmvCkc2wrSDbi20nZEjnV2BHQlGQuQQ4\n", "OZ12MjNgrwOnDieScMUJsZO2LMLeDkg1oLdHDLEfOAC1DuEX+zvgicfgL4Owo41fvCMD72jAnXH4\n", "SA1cC95WgWwavpzSiO4lbZoD8HYHPtS+3zoX/jYK+y91f+P8912dhtgQdBaUV3U4Ark8VF6KRWTD\n", "Fs7rGq52oD/Kmr5orS5jrebEcCPwMWASEdtBb8ArX6uLeuPUlgRc0w2JonIXhsuiYS5GlJ41iayM\n", "PUseRqWW9AWxJqRduYJ2OwY56xrOBn+RW1yNgxK2xkCeobFHt6mxzKyv3OgFT2OPggE7DMj6Yi1W\n", "fZ00mg4cDwI+pIoSjtUd8e0HDbhmTnGUUxG5m757H+y5QT75aUcJbIUKHAqKETMSALud5xxoYyjR\n", "kkDnQFi20OE8DFSUKd1Rgb6WZu7f6IDSFjCyCi861gf1fugpQrgGBOBQHkLH4YZJON4HyQU1uI0R\n", "OL4A3hI80lZjb2zB8CwEogKP5wOwPCpNSDgPqXlorYejRRgpwHwJymXITMEX2gBzLAu3tmNizbqw\n", "GMJK3ztqSNm8qmprDKqIKPBISED9C8pQlOXutPyqqiH47bIA5vwANKfgJ3LwJ3GYfqkwGkc+kueU\n", "1A+FYP7cGGmt1uqy1Is1hvXABPAe1lhIl6gqUOqF3pT8ix4HNtkygisbEHQAB/qDiuZMWqKM1mx4\n", "1JD/jmmNUjCgxSSVAIy6gNV2VPbBcYRL9HnQ31KjqPrtfAdTKuMlV+pkz4CMK23ClTXwGrASFhDp\n", "NWS3nbU1N59oj0cWUvDEZp0uuoNgx6BZgmlbI5iuELidmv33e6KYViJqNH1V/ZuqaZHekNG4puLL\n", "kvrAANQTMtu7IQ8z3yWwtndaduHLrnANFuDDJ+Foj9xX3/M0PNyrEZKdVFxnKivrjt/YD/MR2DcC\n", "+9dBcUK6hq6C7DSGTsNJS7hAtwOGA09nOL+pcaWq/kISGjHwqvC1NOxypZeYrajxrarq8A9LsNQl\n", "u/PHHXjiIhkGo0n4xS6lo/1jFBb7wTwNH1uBfwjANwbggTl4YIUX5Cu8oFzpFwr9YiUdb8LDrzRl\n", "ba3W6qL1Yo3hX4Frgc+jBLW1ekHNAJkxWL9dVMVTAfn6m2js4yD7asOEUU8maMu+RjjHDD39Je8G\n", "xgN76XN91peAgKisGxxwwm3tgt8mmPgSzTmubDaMdvRmGQWh1KrKOOguiCrrBURdNUIa21w3DV6n\n", "TjQxA6JVmIvD2YSYU8WEgOFkXfkMUw4MdkEuAHZKZnI4evxAQuOr6ZYalLUAZgW6V2DPBlifge/L\n", "KSBo2tQsvCsPpX6ILUkVbs3A8ZTYW9/cBsUYpKfF7zc6oH8EWjOKCi0aChEK+fCWMqw7Dl93oHte\n", "9uE3OrC9Af9fDJiCJ2swaikZ7AWBMy3YMw17okAX/MI0XNme61sN2J+ChYICieYcxDTykRL5eTvz\n", "uRx8roRedOeFXwdYFzsfbB/zoctVwy40JSI8XYV941wUx7hoVdvJaOeoqmu1Vpe1XqwxWMBvAVuB\n", "/5MXsi1eZ4E534nqDksvEKxq3t7rKse53IJlR0yeQkA2E0vtkRK+MIBQQNbafa3redreS6+nkJmK\n", "DU0XihHtvHF035ApCmowKBpp1FSDCFZhwIenXagWoLQCnTU4MQgjdZ1KHEcpbPkWnIgqRW3IUhD9\n", "rgwwqoS4fB1W6vBoGWLT0EjDCRdu9JQFUbGkxVi0ZLVRrkAhC24crshBy4cHGmCOwzWWQO7lKJSv\n", "gmN16GiPjOZSQAwycWiswLUtWXTHEzBYhNtvVrRk0FNE6PFb4EwBijPw24Pw1rwyFCoN4RX907A3\n", "IZX3QyZ8K6smeaCJtAlhnrWXeLY8oAwDSbi+AB9uU3n2hQWA/6UL3T48NCS/qOEifLUGj83xQlfU\n", "lxg9zTWEIexw4bvr8DstCEXgZA+UbbgyA+VuOPFyHIwvNOJbq7W6rPVijeFHgA/RprH8x1zOG62K\n", "gJ/SiCdsKy1sPgEb25YWDQsSDXH7V4Kw3dBJYAYF6nS7YFvXMmP/KZscmPdhc0VAb64mSmLJ0rjG\n", "92DYgr4GPFXXLtsPSF09UIMBQwKzqidltGXLoK60CEZFZnbVLriuBdX2qWIpBn1lKaCzNiQGoMOF\n", "uZCaz7YS1JoK+bELihYdddpW3RbEI7CyCapzMFeDziW5yR4z4GYT1i3B3AboTcBAGlIJqM3Blpaa\n", "jJOAdTk1gH6krwjaopbadZ2UQhF4i6nk13FfOQd/HIb3LcLfTMEDnXBmFBIzcKAKZxz4/RQsj8DB\n", "EYXvbM/BXSGYX4ITOZ4TaGNV4WQN7o0Jx7krCt01jX1+dwjeG4SJLvihDHSG4VhcgjgiMBySapoK\n", "LzrjP52Hv47BqZhOfvef0hjrZ1z4gQLc2IQ/ScH/U3rutb1khaErqSyOhTIvKxd5rdbq0vVijeE4\n", "8CcoPe3O/5jLeaNVcxmORKA3rd1uK6Z4z2MWrG9n2x4IyCeoq6mFfNqEFVe5BXXbYpN3DTPmk1zn\n", "CDs464IVhJAtsHakAbNBieLKnhbP7hbU24ur78GppMRv9agYSq1xWF6BVEQOpxUXZufAG9LnhW5R\n", "TeO+LDECKLhmlwPLNlgR+fIUihAzpXsYyimC80QHdCRhsCKr7iscZTa4nXC0H5LHoHMZvt0DuRHp\n", "FQpL0JWWsvnQJmU0JGpwZQFyffBoCD66JBvx+wdgqaLnZ/My+GPCBNLT8IEC3OHAQh5+JwOfT0Mu\n", "pOv6Qh6ow6d7pFweTsM7g3C4F6Y74ddKopMuxuAv5nh2lj9TgofnwUoBBtzfTqO7MwbJQQUYNoJw\n", "Vz90rUCvLdHhzw6KkfTvHXDYFgPrcA6qeV54gmjBw9Pw8LlIzia8bwx+IisAGZTEtiqLmnZ1dcP3\n", "XQHXWzDvwOFFuH2C1yZQa63eZPVib8SfBA4DJy7x9SDw48Azl/maXm59nO+cV1Icdm6C4BCYEWiG\n", "tJCGLSiEIRyCWhiilhZ2pyWw1WnJ17/D3knB/wCPBf+Mt9SVuNbpw1UtiBgK2cmaYk0WLS1KlqUD\n", "XLUddu+HYXcLdjQV/1mxtZAHXRi1ZWhXMmE2ptHWppB2qxkTTtkS0xUrkO6UH1PdEDaxlBSG4HRD\n", "MSBBW9OBZlbq6CsX1JjCJrhRcEOw2ZPz6fcfFWVzn6NFlARcVYFtrnykgk3YMgehChxL6DnyTDXA\n", "gAdnY9DMQbUH5iIwcAY+NCd18xMGnFyCU+thw0a4OgqZbljMazT2Q1EwumCnpwYxa8KGMGzOiyDw\n", "kYJ8m8bPpXv5suZ4qAwP5WB6UdGptV3QaUnlPLooVtlXPNizqHjOT1ThaAi2pqEvAdsTcO0AxEJw\n", "uszFx0sXOKtiQU8SrnV0jV8KwN4VVjceCsFHtsGv+/ADJRgF5mOQLytgaK3WalX1cV6BV1IchfOc\n", "C+lZQDhDP7AbBRZ/7nJe5RuzwjXoLcG1C3A6AvMpSHmidWJL0zBvyO20jmimuRI0IlDyr+fh4D5G\n", "XHkgHQmq355ogNmChgvpFgw1ZbER8+StVG7JQmG0LLbTlKk850ZTRnqRFMx2wEpWZm9uBa7olvfR\n", "dAqqYY1p/JLm3gcScLwiQ7oNNvgh6Glqtz9hQqEqe+xcXGC4n1ejygZgKKSGFGlnVwc7wBmCrhp8\n", "6xj0rtPOuxqCr4QgcgDmRqWWNoMS7cU7BRKPAr3AdTVITcHEESjugMMtmO+Ds1FYPCHLjuw62L6s\n", "5/NtM5DpgZNTcJ+pHISaD/enwFhR4zkehJ6lS7yILc6zgUKwy4ZUU15LTyCzw4oN/zoP1MFuW2Dn\n", "YvBWF+Y64N1T+vYNBgQH2uDwi42XVuBTJtyVgkYL7pxj9bt9W7TjWPvxNzfF3gqtlk21Vmv1ovVi\n", "jeGvgU8jK4zvbt9A5Py/RlzCNzt3ugqNEjiTcLpLorRoQ2E8TVOLb4+pHpr04LAJRQcCFlgONMPX\n", "sWw/Sb8n0dpIEzoNcCyFzPhBAbpzDkSqsrDI1sGvixV0jrYaNmHJgrqvxw3VYVNQ3kfFBiSyMNWC\n", "ThNOBBXkkgY2BuFQHIYrYNgCsxdseTANOBKIRR2dMOqDOg0FGxLFPWbBQtsyeiwrVlOqCuvLykM2\n", "XPk69R6W/qEQgZE8zDThxCHIVeDqHmVMuAVoDAiTGLe0gG90RFPNPgX/3YTOYbilCh/IAk046EIz\n", "r3HY9gZ8NQV48HANjiTg4QHYmFei3AEXvm8F3ubCZyJtU7tL1JYY/JgDzimw+uAHC/D1Fhydh2oW\n", "8OFQDv6qUye5/TGdpIabcDAMnU3osnhpxpAPR5bgSBbe0gsfG4SaB3sy2jhgoBlf6yKP46iRPpqG\n", "kAcngwLa95Ze4ft4rdbqObUa5fMj7dtavbBaUD+l3e8DvTC0WRbafS1NDY6bWugDaLwTM2A2pNFS\n", "tw8dzvUshr7E9U0ppHt8jW0sW0SasTrgSMC03BIo3LcCFQeySV3Cxhy4aZiLwlmUyGYjV9KJtPKn\n", "nxmT4rp/GbIp7TRHDFhXUQ5z0Yd6FeIBrUH9pkZap30J90zA6wArJ/pt1BUOEMxB5yjk+yCFXGDd\n", "GjSK4O1VDvFoEViGyBC4toziwkdhvlPJat1NKFXA2wx5B0JF2UwcSYn6OxuA4jy834Nfq0I5Afei\n", "5+SR9XBDBf4pDt8eh5v74LsHhBe4FSgswLVLMG3AZ7PwTwYcqfCiAG/Vk533rWW4uwWPpOHOIhya\n", "4Vk20ukV+LOWGjk2XG3AN+OQr0BXC840WTVjaFMafiUOP12R39IfD8BfAO/rUnLdEnDHYrtZnKsm\n", "3DMp6vM3kjBdgcdP8tJK7Td7mehIDue9pdbqIrUa5fNaXbo8yC3AviF5D0XqEI21s5xNce4nfTF8\n", "BkxlIw+h8ck6K8yKvZWMuY9OFzKWchTKnkRghq+59nRIxnPFBWitaI4cBuI9sDEB21uwVFL2QrYA\n", "vQ0IpmGqG+quGFEGYNRhZggiSY20ckhhHSvJ5rpaEOjcV4OluJhTBVNusKOGKKmpZZnotfIwG4dg\n", "SKePLUXlSzRrYOXlwWS8D3IHYKK96x6uwuEopE2lst1nwdywQPleE5by8llq5eQce7wLvrsIwwX4\n", "6DUQC8OhMNwwB1sj8LUazC7Cv4fBmYWhGmwcg//UBLcKgy58sgc+OgGHY/DvBVbF2pkpwxfTQEQO\n", "tM/k2uZ4LfRE2oAPM3ndmIHHEvBYvxL05hvw2IsJzsIwGNYaNVOB9RdoHLp8UYN3jMDvVvU8ZQ2I\n", "9cNnGjxn1LRShvuOsaZlWG3Z8I4heEdQPeFrZTi0wFpzuGitNYZXVzYMBGB5Jwz3aWENGG2WTkum\n", "b5EwdBjKUC4jUz0zAKeNq6lxmk6vRtIEx5fFhGXBWVv0zJoFHT4sOlqgg7aU1gNh6EnAUkIMJaMG\n", "vY52/ks+FFJqHhsr0AopYCcagN3zQAH2bxPr54wNBUeiuGoJVnzt0r0l4SKhNOxagVhKO9cTHdCf\n", "leV2pSl/JdsCqyiFsROB0ibonpUOITQEpSLcn4AdiN7b50MyAdfXYCYBTy/LVDBTlwbjpnmZ+Y1m\n", "4Acn4PCwgnfmmvJu+l8jsJADdx7+au78S/Hj3WoeV+bh202dTlIWfCUOB9u7w44k+IYwk0s2CRfu\n", "mIaHo8+7rw23DMDVYf0e9yy1G0MLyMP+POx/Mb+iANw4AptHYdiAZAb213Rtz4RgqN0cjpvQZ4rC\n", "CmoWW3wuThRZ0zKsunam4Zcs+HBbAd+fgP9SRmEpa/W8+k43hvcBn0Rv+r8F/vQS97sOeAzFjH71\n", "P+bSVlVBGAzCiWuhdwASljD65ZbEXb4FjSqcCJ1f6Cu+jPOy/g08bT1FsqUJwKaW1L0FQ6wjy4Bw\n", "C1wDxgKw3AWxAUj6Wjh8W4tz3lTDcZCWgYR4+Jmwvj8A2BHlMB8NQZ8LwTk4ZLexiqJsttNxWGhC\n", "Y0G3aB+4MY2gsp60Dk0fMkmYApbn4NptckItB4WHDIWhWYZOG4wIXBmHPQF5RD0eB29AGEg9C81B\n", "iKShvqAd/6Irsdp4EBJNSHfD15fhBgO8GpzqhnVTUAjC4xOiAH8jDO+vS1WdKcNiCR6MKhb0y71q\n", "EP8chFIVbtgFH3Zkk3GPA7fNcGmw121rFS6orT3wvUnY2lRCXX8v/FEdHb/O1YvsPt82AB9MCaxe\n", "TMCT22F4Ae4fh79swb6och3uzSml7qGQwn+yBhwyeEkR3XesAmg84/G6HmV1BRR0dK7Wu3ILnrv0\n", "t7yJazWNoR/4QzQDeR/a+t2E4j1fTVkIxH4XMIuYT7cDxy5yvz9FgUGvN88mD57ZCTtH4Yqo6KBl\n", "HxZ9fS1htB1RXcBXME/R1AJreteRCT3IWxxlNuRaAmxHTFhwtPgDVDxZToQ6YKQm0LgGJKuwEhVI\n", "nXdgKSi7C7clXKC7AZ4HKzHozkEpCI1OnQrS08CCxkgDPgxHFRXaE4CzKSiloL8GG89AKAxGSkrn\n", "RhH6i+AOwnVLWsynXZjulz9U3YBtDuxowPEoNHqgJy821JYeWAxAsR/KMeirQCoqz5/RCRjvEl32\n", "e8pSau8PwNODesxkCnZm4EgSvlGG/e3cg9/phb+L6tSzZxZSS/CpjaLpzpyWb9RvOfDQZu3Ux2ah\n", "WYHvycOxJBy6iK/RRcuEgfVwfdvM8JAvV9RVb6xMRZkONWFiFN7uSqg4HobHe2HPQTXQcxoHAvB7\n", "g7JZmffhwTlen+K1CPz4ENyC9DlfzsOxzHf6oi5eZytwdx/sKKvZPmJLkb5WF6vVvLH/Afh7ZI8B\n", "cAq4jVffGK5HfsNn25//M/BBXtgYfhn5Nl33Kn/ea1EWJGJSAXcGoG5CKQBxQwBqHbmSphzRPns9\n", "6HOg1oKeyG5y5p8Rd8XUqdoaUQTqMrk7E9Ts3WmPpaKeRlOxqMznluIK/wk1FMySdqW+LgL7I3Ii\n", "zYQh50BfTLkMnZ6yms8My2hvKgZmAdb5sL4OezrB64IRR6OOuicr76Yhg7qqobyIvjz0pLVILjRh\n", "57h0GzVf47TxCJyJQLEK2RJcNQDvKcLDQe34FwaVT9HK6prPjMGMAW8vwbtKosIedsW8OZOC7/LV\n", "TDsX4W1lmOiFt8eFxTycExi/O6VrueMoel8H4FO9MNKCdRH4YFbA/448fL4TQtmLvJ7nktxaPHch\n", "jkm1bvhwbQ0SQfiDNEoAen4ZQFwq9ZkG6uIeLLgiFhCSluVsEGoFWOfAoxbPTVtzYM+UYkLPJcK9\n", "HusdvfB/NUV5BqADPl7idXlymCrC39jwcFpj2YcXeHkq8zdVraYxdANfBv7v9ucOl+dYOwRMX/D5\n", "DHDDRe7zQeAdqDG83oAiC2JpCFagGAUvpt1I0FNq2ZgnhfJSWLPiqtEGfI0OFhigYh6h25ErasMH\n", "14FkS4ylbEhjokhDNtsDTTgeE6OoENdodFNJP6uehKGiwoEqAUiY0OXApAHNsMLptxkQcaGyLG3F\n", "2T4wsxJzPdAFO9pNIxGAMQP8XgHWp2rCIMaKkLYgGNXOvpkTk8ozIbwMz6RhLK4T0YQH/hmYr0Jq\n", "AazNMD2qUVjJgHgUth6GsRo8FgcnC4GmrDoesGAmCfUYrN8k470bmzDbAxMVWI7BB4fheypydI33\n", "Q7gMP5qHgyn4m5JiNYnqJTodUOTnQ3E1640GHAtfhNoZhR8f1IH4pAFfmxfAiwkb+yHQDbel4bYK\n", "rMvA0QzPHSMBGLB7AH42pob0LRs+Py9q7gNLYPXreZy3wZuHmxb12l904fd5/Y6P2hWzYd0FTaDX\n", "Q2D467F8OJ0Vo+x1t4687mo1jaHM+QRyUD5D4RL3fTm1mhfnk6gh+bSpNZe438cv+PiB9u0/okwF\n", "zoRy8OQwJHxYaEGPITzBtDVf77agx4MjJuR8qHA9+8yDdLZcUq6ons22YCnYUl5xw4fOhnb5IPO7\n", "Ygvssmy739pOgasEYeBcrrQFvTGJ6woebLEECmctaJhybQ21Df9MA9bFpcjOJODpKvRYsMuCUlIK\n", "5sk0nJ2HbacUL3pqDDbUYHNG4ru9CaWY1UwF8lSHoBaH6IpyIB4swjuLcCQMqT41uWZSDWolJk1H\n", "riADwMyEXF9P3wi9IzBuQv9+GOqB3iK8Ow9f64Gn4vBfFpUJnYnBVB90HVPzuLEpJfWBLFCHf/Rg\n", "52YYGFODnFqGB8PwrdM8d1drwAf7hRkMeWrubj98YQIGk/DeAbghDDdmYU9KQr3xmYu8H8LwoRj8\n", "XBvgvN6AJweFmWy3dNj+0iH40STsduB2E+5e4A0LIB8piMH1sQqcCMAjPq//nOk3c1N4e/v2krWa\n", "xvDrwB3ABiRq6wF+8BVe2IU1ixDZczWCTg0X1rVoxAQ6uXwvOrHc/rz7ffwyXM8rqFQcBgtQq0G0\n", "IkC409bpoIbcRJIBhfaUTMElTaBm3EDReIquFqyYYK1AMCbtQNlWKls0BDOW6Kivp/kAACAASURB\n", "VJ359omioy48IAPM2bCrBkTghCXWUa8JTVuip3gUGrbcUKnCmZaaSCAG1ST01CBpaweLLYCZElQ6\n", "IRCEjhrkPeVJLwxCaBbWHYNaDPabEqU158Xb94Zgvkub9B3jWlhPdYI1C4stSB4WIN+RhkwAtruw\n", "1AHWhGy1D56G2bPQcSu8vQ86bLipBKevh1wZvj0PmSbMFyGUALqhuwSNAJQ6Bci/oDw4U4W3hWDL\n", "DJRDynn+chlmp593X0vP3Tnfoi5fqXVYMBCHa4CbJmE2BYmSTlK5OhBDO+S23oQL1MgA+JDoh09M\n", "wLoGHLfFUvv8JHw+0v6el8pfeB3XeBY+4cPXk/LjenCW1/0p501dD/DcTfPvXuqOq2kM+xC6tLX9\n", "+QkuDxC2F9gMrEPUgB8GPvq8+2y44OO/Rw3q+U3hO1h9KB1tgw+lMhTSMrULoKSunAGLyKY63c5l\n", "mDMgXdtNIfzPbGuK3kq3GEkdDcVkToZgxtbXWqYYTut8YQrDLY2sPDQzr3nCJWYs9c4VV9eUMqDQ\n", "kn2G5cubadwVaD0Sg3wHXFmEeqfUw0QEDocR2J2JA2VYF5a1diQKz/SANwubJ9VUah70TsDKCai8\n", "Fdxe6S5CK9BdgQ0tOBqG92SADRCch2RcVhLRKcg68GAZZk/Cjp1wU0LgoBODpWFwxyDZhHgHPGzC\n", "jvsg0q1Geiqit+EhR+O0h0JwOAD3F3n2/RkIwc15+P42w+jpCDzQ0qjr2WqfRI+0zjOBjtpwvAW4\n", "MO7I6uRnSsqYuCMKVhl29sPPRDQ+uQf4wgxQh7td2BwW6+WrUaCk8drfDWlMZ0Xh2ij8TE06ka/E\n", "lS/9muxkTdjeDduSbduNRS7vXP3ceOZieM1avYFrNY3hJzg/ygFtnwC+8Cp/tgv8EnA32kr/HQKe\n", "f7799c++ysf/D6hJH97jyF57exGO5eFwCrCVZBYNi54adaHbgL2+dthJczfT1q/xYUO7+gQwX4NJ\n", "G2xHWoYOQ+OeiC+hnOfLm+hpU66rQVdOq+kmFGwlvzUtGMuLDrkY0GJgesIs0k340AIctKArJ5Fd\n", "yQa/BWYDAg2NwBY69NhdLiyHtQPOtKAxD6xXE5oKQbkfesvQM6PpQbOq3Ot4GFY6FbnZCEKyAJUz\n", "cHAKhq6F3XXoPgrTEfAdGK7D6Svghu3gx6CVgvAYmKOyujBzsupYF4fPdsPGk8Jsyg013fBp6Rnu\n", "C8DpOuQvwA7myvBMEK5pv8/3hqB8ofgsAO8bksJ4woZfNeAKW2yrexdh9zpYPwwHhuHHRmHDJMwX\n", "4OkC/EZE1twAOwIw2QMPTsNdMzCdloHfvjm4sQv2DMCPucqkHu+CsW649aROJrEY7I3xmpwcNqXh\n", "v6Y02po14Q+H4DOTrDmwrtVL1Goaw4WgbxiluT3Nq28MAN9s3y6sSzWEn7oMP+8yV6MBy0nY0ISy\n", "K9ZQraWF2giINjqKLLFzrlg0KX+Ys3aQJhMEWnI/9VpghaBag2pMcdotA9KGxkampcU32HZW9Zvg\n", "enJeDQNzddhUh3IYZpPQ6UJHSx5KKxaEXOgqy/xtNKTGslCDM233V7umBLj1LYnvbHQa6LYVK7qp\n", "AxauhN0rGiV53YotzVjQ3AqzEdhShmIv9Feh1QHFARiLQe00LPRDxBbIbOYhasM75uDJKiyH4JbN\n", "cFVQSXPHhyREWzAU/jO8AotlqK5AbRGWS9CMS+dxNg6nXKhUYe/FZtsr8C+TUOpRg3tyCQ5fQFy/\n", "pV+n6XMK49+OwmemgAbs6od3D8LP1mH4afjzQfhKCU4dg6IHnQPnH2fUVRgTAK48kDBhOKnrS3XA\n", "tgKUfOhYgQ4TpmwRBAZ8fZ6//G9PNiXgI+0TwpAHb/XhM0HWGsNavUStpjH80vM+70AspbUCRwef\n", "vgktlLkeGLNkkjeEmEO1lnCDPNqZT3AjK9ZeRlo+CybsbC8KriFFcZfRxvpbApk9X43FdqWADnqi\n", "24U9qAXgjCGRWsyDkSocicJKQLqDTEwgeNOU/9J8H3SU5eJqNaBegYgDkSZc68pCIx0CXMikoL8s\n", "IDoQU6PxW5C2IRaARRuMMzAekO31UBO652CxR4Z8OysQyUGgBge6oP+sRvGzUViJwNkA3B+AgSr0\n", "RkSN7SlA1yKsdMDAFETTOiXNR+BICVYWlJ+w1AWbN8CNLfj9JnxzFD4/wwsAZXzhFwfndQLL1zm/\n", "KIag1SULjGrzhQrjjrhiz9e3x1LvycGJCuxrx3ve48GVAehtwW1ROJx57s++ZQh+NiTfrH9yYLak\n", "jOc7UrB/EG5uaRf/kKlM7teiSo7iZrvav/O0yeuW+rpWr6d6JcrnKvqLWSuoQ/U4PLkbjG6ohCRM\n", "G/EEHidQXEWHr2Qz24aIdR3HAk8x2NJ4qUw76c2QXcaMI0+lZliA89kmDLSkWA4Djq3GEApoLBUN\n", "wmg7R+FoE+Y96KqCUxDOYftaC+wOSLSUvjZSlQNsbBmcZWgmFCW6aEI+IO1FzAO/Ab3zagrTaEdf\n", "M9ToUiWw01I99xyTK6s7qqCgkge7c5AoghvQ9y+YMsjryal5BYqw+zQk+mCmEwZWYH+/goI2HId1\n", "BTjTDdNdsD8Hi4dk24EHk3X4vRX4iTb7Z2MATqfhoXZjGEzDzW0m3UNZ5TI/Z0ceg18e0uLfTMPn\n", "cvCRpbbCuN0ICiWYGBIOEPXgjCUR4jm303+chcku4QaHMzBzIVMvDN8fhh9tX195Av7nqE5pJxvw\n", "8HGd1upe2+n1NWoM316CTwzB26KKlv23PGvc/bVaRa2mMdxxwccmInrf9tpczhuuGnDqKHAzdKc0\n", "I6+YYvNavhLJAgYk6mIr1YGIcR232X/O1a4+N30Yc6Bla5zRacHdtl4aqwm7GqK6ToTlV4QHG9qq\n", "6kS7aVSQwC6MdBNBH+pD0BWRIG2DA3MmzLSEAYRnYSIF3adgMCtR2+QGcPtkolcyIV6B0wkplJsp\n", "KNSh1KFFv7cEXkknmnIEohl4bwGOOxKrDbbB63lg2dPcv38FPjYJ93SAnwMisNwPjgmtQZ04nCLs\n", "8WEiA5mS9BGxKlyzCP09cMcNkJ2T1Ug+CFTgpC2763L7vdwZh1/ugVsa8HgPJMbgnnGYnEQj0Qhc\n", "sRF212DHNBzshcVu+GkH9k3ybGM4uNy26hgTnfjMCjwyyXlqaR2+/SL23RfWe2rwmRn4o2meDeu5\n", "46W+6XJUE746BV8Not/9+bqLtVqri9ZqGsNfXPCxi/IYnk/3exOXa0NjGDbENLLxLLFQVnzNwZd8\n", "md9ttiHhm+S4mkXrSXqa0jQsIZpryNf3DdqAp8V+2ZIuooAeZ9SDY55OGS1k3x1wwavAqbiYTWbb\n", "udOyNfUzbCmUc7bGSsU+RZBWquCkxCIajbezDdLQmYN6GcxeOaY2ACLSOAQdCEaEUxRGYHFaauTJ\n", "9sir0ICuk2qKp2LQXYYHc2CeAYbh33rAWYFdTZjcCOE8BDth2yycdqGyAleU4GuL8I4M9PbAQhB+\n", "sb3dL66HgSDEF+CBPvhjS3YZxTBcuaRc6xhynN3fDx/y4R0V8DfDgU5otuC6NHSO6Gc9OA8/Mgfz\n", "Jbh3Gj3p56oFx07DsWkIJ2FXGAYisNLgpVl5Dbi9AaMRGG3B3cG2IO5SJwML/S1emPB2uarF61KJ\n", "vFav51pNY3jgtb6IN3DZ0Hkd7OiBjV579GNK3Zv2oGKIcbuvvfBbbGXJyBHxl0n4gC9hmm3IFC6L\n", "/o4HPNhZhidt2OfDkAs3tCAYVI502ZT9xv/f3puHyXWWZ96/c2rfet/V3WqttuRFeJNtwCDAZFgS\n", "IEOAfCxXJgkJA5NkwszHhGQyiTOTmW9IrkmAgRCymJgEAwEMjjEYHNt4XyRblqzF2tX73rXvVed8\n", "f9yn3S1ZklvW0pL1/q6rL1VVn6o6Xd16n/M+y30P1TUdHbehkJQ0RzgBV9pwNKJgErFgv09BZkVd\n", "u5CKXwNiYytgMK3RlNYqREuQbpKERrZT7Z6lKqwp6wq9Iav391chnlQR/NkMtM3CA8BcCt4RAWIq\n", "du+uKa31xyOwdw52DahI/2QLXBmElQV4aD30ByEwAp07IF6E4cPw/2XhVyxY3wOjnXCoSQOEG6tq\n", "YfWNwpf74NYi9I7C11LwJ03whQxsC8NNPklx3zsA78pJ/daOQH8BVg9pt5Juga/W4H5HcyCFAC9b\n", "9JtC8J9bJNY3kYCvxOGeIU69gDvw6CgcaoCeABye8aaoFxOApgikwvD+BjUc7HPhznFMusewzJwq\n", "MOQ4eW+1iwR9LnUsCHVrwQo5kk4uRaQb1ITMeQKOhO9Ga5D0bSbr20qHo84gF6WboihARFAeO5hT\n", "K2YczUq0WnJOW5WERBSe9sNgSqmkcLM0fGJFeR032TAb9OYjLMlw7PfJZ9lvS0OpJwV2CdJR2OiD\n", "/ry8JKZzUGyFpowK3leUYCIm05uaDTPewkoZBsuaRUjOaWjreUs5+2da4O1p6HVgpBcGbNjVBbeO\n", "wZYX4FcboPGIpqDTA/DL22GwD0JFGO+DB3bD2ASaCeiA6DoJzg3b4AvAPesU7GI5ve9NJaXC7ggo\n", "CCVz8N0wVHtgLqh1/g1J2NMJVxahEIGrJ+EhP2wP6Xw/PA6faoc7VsADY6hrwBvUuqEVPplTcZoq\n", "DMfgnjDH7i5ORF21jROqd4bgw73wb2zY0w+9WfjIqH5X5W743hFMkdiwjJwqMMTP21lcvDgyrfEX\n", "lDp5PqJFuduCuF9X6BNeB1GTHwL2Znb6n6HLhR7PvjPnqi01iwJDDqhEYMqFegYak9Ae1bDaeEXD\n", "WUejMr5p7YBWP4zVVMDtaJCAnx8NxnU4kKtoKrVSh/YadJUBG/a0gZVVfcNuBLtZBfLRKjhVWDMo\n", "WYjmkArC+RocrMOwCz2OTHlGYtDTIRmNK/NwuA3yPnjOgvY26Eh6vggJeKxVkhJOVj3+rWNKwcVd\n", "sI+CfxzmLBgaxFMfhGsT8Pp9UGsEf6/8rQfKMLASvhWDpgqMR6GzBKkY3Duq5744CKkK3NIJfVEN\n", "kcVHIdWhInkVKbgeKsL75uADObi3Cz6RkFT44BTcNQJUNVSYslXoh7NTJ76xBX67Dg1V8JdgbUBy\n", "4e/Lw4CFUksmMBiWjdPpSupA1c15hs7yuVyMOOB7DJ65GlashK4Q9M5f+bvSLhpypXfUYEOjcz0Z\n", "37e5qgL7kU3mELL/bESdlLU67C5JVXVlRaqne1rUUjmR0rRzSxQaeuXFHCjBRr+OTwVhzNVsRCvy\n", "UqCoNeb5GvjSMNwChMHOw+o0hGKQqul4f0AprUIjJKcgGYTmFNgVqE6APw6ZnGQ23BmYbocBvwT8\n", "/G3QXpKcdWsDtGTVDjvTArtfByMT8MNt8PSgJrtbe6FlBg5FYd207FG3uTCbBILQ2A69IVhRgN6U\n", "FF8f6oHGMampRvrg9SUoFZVae2ENTGdgUxvsmIaJaZhoAF9B8iAU4bkMvJiX49r4LAwl4XdD8EwU\n", "rgpBe16e2u+yYKgZtk3BgzPwhRXwTs9l73slzjhnH/Op7jNQg4eqkA1rmHGPH/bPdz6dDqYN1XBW\n", "WUpgeA8qQPegaauVaEL5inN4XhcLLjw/CleMwhVpKa1mAjLsKSM/hDIQrkHRDrLafwWz1rOsdHXV\n", "Omurg2g30OUqvZS3NGnc7kIpBKWVMm4p1WB0APxleS30RpWiygYlRlcNS9guVJWOEo78UyJ+mdU3\n", "uyr2DmQk/JdzYLQAa+cgv0a2mY4Fq5OaWk6FZSTTm4QjARWUE6PwoZ0w3giPR2D1XuhuhfgqSYs/\n", "X4PkHhWtX4jDNSW4KguDARiOQ2otvL1ZTnXPFmHvAdjQCZd58iHbDsty9JdWwXV+tfw+GlT6KhmB\n", "mYI0lCptcFkJNpf1GY4G4I0puC4NrTH4c1vn+6dleNN++GYUftgOdx5FOTqvvkMY7upTUGgDngrC\n", "yhmvDXj+/0Ye/u8QfC8ChbqsVc90Ed6ehm/1wK8UoCEFX+5WK3PKB/ePncbr++D6TljrCSyedckL\n", "wyXKUgLDnyJjnvuBa4C3AB87lyd1cXFdAlqGoD4D5ZWaZI0jJ7eSC5k0zPqhL7iJ/dYhGt08rSiF\n", "XXSh7MleFNBuIeLIycyHjGxKPrDqkqoqtmi62k5rPsFyNSQ1F5ShT1cAkj6lemZ90FyF9VMw3CBZ\n", "jM4OCBbUUtsyKje1wz7JZ3em4HVVdUA9kYZRP8wkYU9NgnvTK6URdO/lsKoCbQ2auXDQjqhieaZC\n", "OUgMw/aV0L1Jhe7DRdgwASv90BgEJ6Kurd4y3PMIPJUHQrClFW66QumffTMQK0M8Dk+lYdcM9DbB\n", "0xugwwfBCam2+oDpZlhxBK4pwE1luCcmj4s1VbWzllrgTTEodcHzVRWDASipjXRTJ1zWCG+bhjdV\n", "4O+isGux/k9J0+Vni2QWvjQGjzdCLQePPI2uFE5zp7CpHf4gDL9Y0N/BH/TA1xe13BoMr46lBIYq\n", "MIPXAwk8BHzhXJ7UxYW/GS7za4F1LKVxZi21qjZUlPYIBCBpb2bK3soaRykjC9UigqjN9Epg3IaD\n", "rvwUOpF2UQx5QAdcaC3DRABybRArwV4bCjXNQrQ5EI4oJdVZkxf0C5Z6/H1+6M7CZEiCf2nPe2G2\n", "oOGsVRlo7tLsQawiT+LWCuyfhlwa+ivynLgxDU+0w66IUk+9ZUgkYKsPiil5Jww6MJyC7iuhJwnr\n", "itDUCKlWiKeB1bCmDh0j+rNKvR4aD0BnG3Q3QDQqG9LJtZCZhVpE6ZWuPPzCc3Lhsldrqrc4Am4U\n", "DlVhw4iCwqgtqfP9GbirDZpi8Do/7CrBZ5Lwkxa4rcDClXURdhyFHVOQbIPv++GpCW9ncA5JZuHB\n", "M/QbXh1XUABJXlxvwddP0FllMJweSwkMSTTC+yjwDZROuoilgs8qfgiHVEuwHBWIYxWou0BAi3p3\n", "DJwQ5NzNjNpP0O/owrARdSMV0e4h6yjvvN57Hfww5ff0jpDtZ8GS+5cTVP5/Og2VIPSX5RyHA2uR\n", "gmuprl9TwDMMytjSZEomlHIajcFwFWpDMHkEonFIhOBgDLpmYXwGejMw1wM7kvCGFyF5NfTEYagA\n", "7Uch2SU/6asKkJqGmX1wMAvVJFx9FLpG4MBVUGxUt1U6DBuDChCNZZ3TVS1KicUduM6GAzbYUdhY\n", "gbFW6DkCTkV1gkf7IRBWyiXVCcVheG4SDmTlm5CMwdPA3WNAAb5ow/pu2FKB9ZPyazjk5yXZi2Mo\n", "wP0XWd0s7VmgxlxJlOwKcNF6OxguJJYSGN6LukQ+DXwEtan+ybk8qYsIC2wbZrqhNyHvhLCrLpaa\n", "N88QQx1CTb4bGLY/z5truqDzsVC/T6C0U9zStPCwH64IQIuttlcX2BGAelVK5cU6FDLQUFLKKlCF\n", "gjdUF/dL3jsZ1MR0pKorc58j6Y1trvwLrk/IjW2sBntnwfH0j4I58B+F1owK5gEH8t2QzUApC4m0\n", "ZMU7bEln1Epg5aAegdFuuCUD6U7NUWwpQMOMvKlfrMu74qGVKjCv9svbOu9XX8OYX0XrRAkqadjX\n", "oBbWgSl4pAdagjC2Ft5ag+Zp5emfiMLTe4A8fC7tfahVXtJDOjgLob3Q2gjvLWon97TNa0ZE7sEJ\n", "+PRa2NyltufxJDQHIXmhm+UYLnCWEhj+PTLLGUX+z4YF6lBe4XW0OLqinwtKEC/sU11gxg8HaSBL\n", "HzPWLiZdSLkw6g2/JdCmrMWBkZqu8puRSU6brQxeo6NUwXNB6fyvycJ0BObiUKtJhK2SAH8QphzJ\n", "b1g2+EqwMqg0V6QKR4LqHahHVNjuLEFtEzQUJcUdy8JoHQ4lYJMLrz8Ez87AiyvhmWtg5RQEspB2\n", "YXtYw269sxpaa61CYxusO6Juq5+W4Y+6YcM6aCzBNSMwZMPPtsNEI6zdKB/q8Rpk3w3dh+GxJk2P\n", "h8ZgxRiEbHgippRVPQtWF/QUYdAHnxqCfBPcPX/1f5IawO5Z+KIP7o9LAv3xMS58l7GlUtUsyxuO\n", "SuH10zX4T53w9QJm52A4A5YSGBLIiSSJAsR3UGeHAYLQk5OGUFcYuqsw7qrgGnN0FV8CbK6nYu+g\n", "3anSjOoPMVd9+yG0Kxj3w2Bd08dtYQ2jNaI00xQaWFvtSAYj1AiXVWCnH2ZsSW6sdWG2JnP56QhU\n", "XOj2Q1NVU72ZJmgpSWNpMgAteekr+UKApVqAVZJd6P3N6loqtUHHrPSVfJPQvw+cKEyFIL0PBq9T\n", "DaDFD+NBaEtrMO7mkjqbhkpw1UG4+bAK7aUBuK4JesrQOQobEjAdh+oKDbk1HICJGXj8iCS6EwF5\n", "LW9xoX0GOgLyzF5RVepu1OLkV/829DTC2giMleFbh3nttXTaMj5876L22e75OQgTGAyvmqUEhtu8\n", "r03AB4FHkAXn287ZWV1U5CdlSNMeAcJQ82nRb/KUU8eAPjYzZW9jvetNOaNCdQYoO1IsxYXLbciG\n", "5OMQdxfi75gtpdPmCrT6oOS1ozqo1dMfgXgdRgKaDo7byvgFXAWcPBKpay5BLSrNpMMhpb3CFhwI\n", "Q6gB6kFoGoXLZiFThHpUqZ1cBFqH5YlQn4TR66EtAGsmgRUwNSdv6ZYixNrhGy3qeOpNweU52NOt\n", "hbyrANdnoCMBoyugK61hvlARrkhCdBIOViUNct+gfkYOQW8/vM2CJ6fhjtUQq8M/9MNjI9ATgbEK\n", "L1v0N3XApxLwxjJsj8LnQ+fQKW25qMO+yoLz3FNBdZEZe03DmXE6A25TKKE9i8R1DFJXtWB1UDuD\n", "YgXww3hIE88pZLPZxmZetL/LxrpqDglHi3bC1k4gaUmqotevXUTOL4mNnCvDmglHaaeAD45aSrHM\n", "+SHmh6A33JSsQktZz6m78jHw1SFehnQNVgShXIVgSUHpsKfBZAEb65LH9rlw2NbAXc80jCVgZABq\n", "QdgQhvEecNOS725tg2pQhkKWXyY0mQTkWtRZFD4CTYOwswqxtI4Zz0POB+sDkvcOR2A2DqGy5jlC\n", "aDK5s8jC9G8d7hmGvY3QUoBnBmFdK7wzAN9JwfZW+HwYXhhf9HvxqY34Nz3Zio01BYdtfl5bHTsu\n", "PDgGxU7ojcFEGR6d4LW3MzKcZ5YSGD6FdgodKI30cWDPuTypi4iALKtDPrmsNaGUiuuoMyhiaXCq\n", "xA0ctj7DGxxl5Mq2vJ2bgbQF3Shjl3LBDcghLAascsC1tUHrdOXfkPfDrAu+sFJNVUff2+uTZEYI\n", "WF+QfMRkUC5sZQsm69BqQ60MuZSkK0bqaqltqcPRRogU9SexogaBRhhuk1/ynrzMZUYawToCt+5U\n", "YTo/AJVpqLXCmho84sAaPySGoKOoesW/tkOpSUHnshehJwYTcdibh6GAgqnjwmof+BMwtwcm8xx7\n", "1Vtb5Cvsh1sb4Aue4mrZgssGIBKCA7NqAwV5VhTQDg1U/3lNUoUnR3jJmMhgOHOWEhj6gN9FjjOG\n", "l1G+BW6wwQlDKaDFPW+r8NwOpOimSoS6dZh+V3VP19GClvBkuWcs7Th6fTDqaq6h2YaCl3rqtFRz\n", "yDsSyxvygk/Eq1Fk/GppbS5JmrsQ1I6kXoOCA00B1SKsIPhqYBWgnIWuklppQyXonNSE9pwF/gzs\n", "b5Jb3MFm6ErBZUl4ApjIQSEs4x+rC2aLQEU7lEgOVo/BwAEYicCBVZKy+OxP4a7V8Pw1Eu67bBoG\n", "5jTEVuyCyBzMeOmgbQ48McbJF7kIjDbBv1jyi97ZDW8LwVVIMuP/jEMqA/fPwV+0w3VVeNEPjyR5\n", "be0WjscEBcNZYymB4fcX3f4b4DfP0blcjETB7oO2qKSzy14qqNmSrFQAaGIzz9vP0u+4xNHjU5Za\n", "WfOewmrBhWlLi/sYsgUNI1e2ItpdRCtQLWtRz7bBRlcWmzUHjqCBtHgU3IIE82wHVoe8CeoaZApq\n", "LCv7lE5qy0C+UQNh/jAkCmqBzWdgrgiFEOQ9UcCbk6o17LLkHRFNQjEiA56kpYU+XwMqMBGBSoPe\n", "JxSF1YdhJArhNrgmDrFJBb3xPujzQ3wEbknCI62wYRpGw+jq9wT0NsEvd8s1bsd6uDev4bX4BLyh\n", "Iu2hR5rg/gyMz8F/K0NPGzR6TnamKGswLIXTqTEA3HBOzuLiJQA9VRgLQrtfNpAB1BLaCRwEZtnM\n", "bvsZ2h2td2E0NdyCNJKw9LiFdhNNllpUZ1BxOl7VLMEe77hyi94n5w3CtTkSkWsqQnNAMwp2QFIa\n", "GT+0VKXf5ItDOSnxvO46+GIq9oYaIZZSKmzMhXArDFdkENRek7HO0QSMhCH4uKajc3nVBK7aAaEu\n", "zW2MF6DnEDy+1kstzcLRo/CRWRjpkgVpzoXLUzDbBKMJqB+FchmOroHmZphsgYZJeHMvPDyMFvL5\n", "xbwEG7rhigbY4MLuMjzcAqEh+JyXZpryQX3Rwr86Ar8bhLeVNRfxl1F4dJjlvboOwc3t+l29mIXD\n", "c5iagOEC43QDw9QrH3JJUYTpJLSE5SJW8aumkEYp8hgwwmZG7S8yUIWtaHFf6+0oVntBIIS6Lguo\n", "bpBxod+Su9uETzWHuC0F1UBFKqDEIGpJnrtYg3pAbaNzARi0od2GDkvzD8/X5RlhxyBQ1zBbvQR0\n", "6znBInQXIR+DqRK0BmBzHtwMvNAAqTw0jkAuC/vTEKvC9aOyDKUsBdhv1iF0UC27+RD83CwkInBn\n", "I8QaFLxSRyDUJOOf1lmIZOCpBPj6ob8KrXOQ6YLxCLw/AU0t0liaq8FXpiHYBG9yYHURbiyqF+Lr\n", "JbgyBi0u/NiCB0e8340Fm5vgtxcVoPfE4NEQy2dx6YN/2wOfcWFdBe5ugr+wYPf0Mp2PwXBCTicw\n", "NAAfOFcncpGSh+f2QOuHVLAtueocCqDg0INFD9cyZz/D692FKeY5FBiC3r8rUWDYD1TrErxzbM0E\n", "RB0Yr2tyOZiVuujRDnU22TWYqqoQjQOFktdyasHKmtJb/jw4fvAX1e66vbpkEwAAIABJREFUagKS\n", "jeAkIOuHdVVpL82OgpuHxiK8eRLGmqErCf45BYaHLXkzbMpCtAVmm+GeSWg9DHtbJG89lIDOjGS6\n", "233woSp8cxa+5WrW4heaIb8atgXgwD64Zhr8A1DNwsZBWFeA2moYDsLVUXhPBn6cgE8Ow0SbFFm3\n", "N2gHNeH30mND8AlHP3OqxDFzDWVOUICe3y1EYH1ERfn0vFfquSYEt/jgJk/f6NcK8MNGExgMFxpL\n", "CQw3ALez4NiWAn4d2HYW3v8dwOdRuuDvgM8d9/2PAP8FXWZngU8CO8/C+54tXBgZ1hV+vgJ9ZZiy\n", "taj7gBJrmbGyBNxJelDAqKMAMYM6kSzgBe9f14UhSy5sPiRzEK/BChd6KnIPm/RBMCA1U0rQmwan\n", "UZ1KNVcew5mQ5h5GQuoGsioqEldLqgUMheQ2V/HB0TD0j8kTIBmE3sOabG7KwP2dcHkWVhW1c+lp\n", "gb5maMjAE1VwYvB8DzTkYLIEO2Lw7iC0l+GbDgRs+HEe9u4HHJjsgHVleO8U/E0KHgrDP1jwvhml\n", "zZ6Iet1cM/K0WFFXCqpsqZC/fxh+3K8CfbUMU2XIlYCy/iyP/908NAX/swveWIODPrg3o2OJwW+v\n", "gPfUYNKG25vgwWHOfUrHgWl74e4hH+RMzcNwwbGUwHA7all91Lv/Ru+xq8/wvX3Al4BbUVV0K/Av\n", "yOthnsPAm9Dl9ztQ8fumM3zfs4kN/S3gz0K6Azo9eQYXGfXUrBvZb22jw1XNoRelmA6jhc9F61QJ\n", "FZ2Djryc2yx5RE+hbp8VFmQ89datUdl8xusQrKottOCoRuAEoBqDYkGFbZ+t+YRyXdPL/pRy8G1l\n", "Lfz+isTqRkNQq2ooLVuBnQUFp1JCLm/xGehv1DBZRx76YjAchT0liK6ATXtgthU6b4RgElpnYLIA\n", "TxyAbS/yUjF5YlQ6SOu64S9isMeBF56BxEaIJ6Begb2jcNMgZGLwk7iMc54IweMVKObgB6NwJAY4\n", "8OA0p5S3SGXgf9WgN6jW3Hnxx7e2wX8sSuUVlEJ7MMIr23WeKSX4fkopsQFXs6L3j57G8+cL82VM\n", "XcJwDllKYKixEBQAHuPsTFZuRtXZo979byHBvsWB4clFt59GK+uFRBRuLkvJ1MrA/rB8njvQwFqR\n", "Gxm3n6HbUTqjjmoKafT/e75LqY4kNNI2rLGkm1T2ppfLLlxmqRW2y4HnK9BZ0BxCrlltrIEiWEUN\n", "rWUDUCpD0VMRHZiEm/NqcU1VYDQO/VNey2xUXUfZNPTsgJ0tCgKFKgyFIX5IGkvZoOoQY81yiRtp\n", "hUILRHtUoA5PQEMHfMCROmqxE7IFKKdg0xp4d03dS/fPaR7h9iPob6/qfQCT8I8VObBNpiTfEQS+\n", "0SrxvKwl/+Tf69fj/1qEJ5dqaFOAkePMa4KWpr7n8buctBPqbLN3Cm7LogujCksT9LPkGfHuBhku\n", "PVCF+0Z5bbffGpaRpQSGh4GvAt/07n/Ie+xa7/5zr/K9VwDDi+6PADee4vhfB370Kt/rXGHJ66Dj\n", "KLgxGG+BDXWI2RpeO2Bdz7T9Pa7wFFUzKCOWRYt+K6ovDKEcedBbnGxbv5oEMGyrcBt3NcfQa6uo\n", "W69BogprcjDjky/DbAb6s5COaFAukIeNExLem4xDugANc5D1qWBejsDBmtJO470KLtUWqayuGAJr\n", "SAJ2+Rg82QXF3WBFYaAP+vPQnYdADwyv1RS3LyzbyrfMySzHZ0FnN7zvkIq/f9IKtxXxXImACHxk\n", "QNnKQEkyHV+rwN1H4Iou+KND8MEi/FUDTK2ED++H9TW4LAqDjQoWr4anZ+GrPfCLJRjzwQ/qnLFd\n", "52lxuu8VhV9pgE97O56rQ+rg2m40ywznhKUEhtehnMcfn+BxkKPbq+F0WgbfAvwa8IaTfP+2Rbd/\n", "5n2dD4owGIYNaUjk5HNgeRpGFTdAKXAVSXsbA97Es8NC51EBxUIHpZKavWG1ANpJFFDA8DmwA1jl\n", "KmDk/erAsZHSqJWHYDP4oupcCk+AG4R8GEpR2BmFw37YG5MPc5cfdlVhXxg6hiAYVloq2QRXxLVD\n", "6DuixydDcHBKm7qHt0FLDtr7ITkLtxYVmB5sgPEYHG3QPEZbCF60YTADHSVo9cMDMRhIwxUOC14I\n", "fmhvg9d1wJtKCn4zDqxOwVwOVkcVFABCfriqLovR9TXVRhJNKNK+ihx9MgtfHoV/jcsSc3fq1b3O\n", "+aLJB32LdkdravqcDYbTYov39YosJTAs6YVeBaNoqnqePrRSHs/VwN+iGsPJrhBvO6tntnRqkBmH\n", "iQqEq3DUUUtp0gWf72omraM0uzna0Ec9n9Hw6p90oBRTBjjiqr20AYnnzWcYGizVHHKuZhcKddUJ\n", "bAtGXLCb1SKadCR3fbTXSy3VZfRTzIBdgGAImoeBKVi3UbMNbTWYKMK6Maivhf6c2m2JwN3dkPTD\n", "2DQcqsGqqN5rZ11+DQcboLkO03VpMTll8GVkOJSvgX8YyjGYaIXVFfjrMIx5O4XLOuGtDTC4RkZC\n", "V6SUIhpsgjFvwctUZEJzTVWy3TsDcIsDX2yDXCe8YwrW98M9o7wqf4W5HDx5kRhOpSrwlA1vsaDV\n", "hQfCsHvmlZ/3ing6W4ZLhJ9x7EXz8Rf7L3G6cwxnk23IdWYAVV4/BPw/xx3TD9wFfBTVIy5AsmnI\n", "9AFt2kT5a5AOgsuNjFlbWekoXTSGdgPzLfStKFAMoqzKHLABpaCq6Fez14GrLHk7Zy0psR5woJiF\n", "ql/FaL8LTEM8D9UEWF5htsknHaVUHI7MwjsOSKxupF/aTDM58Pkg3A87bWBS3T85R5ITA1NAHsbX\n", "ywHu1rT8HfZ3SwPpZz0QCMH1YzCQhYMh6K1I58i2YaQB1heBg6qDzLXAlyehPwi/0wifysFX56C4\n", "Eu5sg40FOODCWFqfz8NT8Kc9sDkqIcG7Dsqb4aoOuHEMPp2ErSGYaoWnFwvovRYpwdfGYH+nWpD3\n", "p2DsZW1Yp0EY3t4NnX4YLMOj45h6hWERyxkYasBvAT9B6YW/R4XnT3jf/yrwR2il/Ir3WBUVrS8U\n", "LPDdCGtXwuVNUAkDfv04Sfd65nzP0OOlkdIoODgoFsZQZ1Ijal2tWNImXO89nkNtoxlL34ugH9+x\n", "INIMK5PaGTwXgKkw9D8J1bUaDlvvQGsR4gFIF7XL2NUHG7NQ74WhFmgY1IRyMAFjvdDkh5+4Gjrr\n", "siBQhmgNPlRSoLg+D4+vgDdkYFsYipMSxyvm4Jaj0jyyU1DOQ0MKphPw2Qm4qQoTtoJIWwFaw3Ct\n", "d4Xfl4SRhET6klnYXkYFGIAy3DUEd3mWpVQ0J/HhEnzI23qtqWq24lJgLgf35DhzsTwf/Ntu+B91\n", "2FiWZPcfdsOjF5mtqeFcspyBAeDH3tdivrro9se9rwuVBFxzkwq0E56Rfc4rHBesGxixv8z6mvQH\n", "u1GayEG1x1kki1FDjTkDaE3sdfW9rKu0VMrR82pogG5FQNpJ03G4wnNoG43C7vWQ6VQXUttKiJY9\n", "5zag0g3rx6GUUytrTx/0NoITh8EUbBoEtwYjPRBJQqeX2hn2ga+sXU7aDyPdkOyW+F45D+2HYXeD\n", "JorHi8rZhzIw7sCug/BkK1xdlaDfVj+MeK2lOxvkv5yow9Y6POFALQ37pzi2463Osbn/Cmy14Ods\n", "TXTfG4GDc+fod3uhcqZyHn7Y5FNQAPk4rIvBo0ZHyvASrxQYGtBk0aHjHr+aC2vQbJmIN2rYLNUK\n", "jQFYY6tgPEKCOKvIWDtZ7f1HHgUuZ6HOEEQL7vwcQ9wrquaQ1EPShYY6jNsaoFvhgt8HYQc66mq5\n", "L8ehKQ+DeU1HNzpQdeFIUWmlog8aPN+DqKuJ51VFaDmionnIE8TrKUApA6vawdcBU3Voq6uYvHsY\n", "jlTAGoDZHnCycN24dJV+0gc3pGFvKzxSgmsPweYCvAjsqMKfz8CjLVB04OkxoAgjJfirsOS427ug\n", "Jwl/PgffCMH+V1r0yvCVMRjskNT5/tQlGBjOlDoMWgsT4Yd8MFHD1BoMizhVYPggmkqeQsnxXwWe\n", "8b53B3DNuT21i4H2CoxmIJaQsFse1UHbuI4X7Rdod6o0oY8vgoJADR1X9x5rRx/xiA09DqR9WsRr\n", "XnvqRk/3KF+XpEPG8WqGfijE1AHUPAnNo5DIawLYH4CGiPSRki3QXVBqp8GBUgxyE4r5lW7Jahdz\n", "kG+DzhDccADKaS3gdwLdOfiFcdiThFX7IJ2Ax6Kqe3RaMFgFex98vAHqDvxqTovOgQ74/iH4/vEL\n", "tws7JjSM95HCgi1lNQKPxGDklXLnefjRkbPwy7tUqcH3J4AuWO/CThd+dCqZc8MlyKkCw38FrgPG\n", "UV7/68AfoGKwAYAjBWjNSLRuvU8LfzMQ4AYetLeywVXaKIPSRkn0kQdRsLgOyTukXKmV4sCLNe0M\n", "Emj3YFdUY9htQVNNM35pBzI2lBy4eg4SIRhbDbsr0FiXz3PTMMQqMNgJG1JwKKAJ7e1dmpLecBSG\n", "x+BQi57fXgbHgSGf2l4PJiCShqE6HJyBG3Lg74C3zMDta6AtCI1Z2DgOe8KQqEEyoM8lilpvT0W8\n", "ujApDvrssmZxOi8ks3B7CRXDqpgUkuE4ThUYfCgogHYKbwF+yLEtppc6Lvh7obeuXv+AHiLGZkat\n", "u7ncWWj2mEa79XlxzwAKGDlL2kmzlv5/9lX0GkWf5hmetKGxAsGadhPZOlxRhVIECgUJ4VkBWBGC\n", "6jCkYuDkYCQGvRnIdahoGxiBvqyms2eLsh49Ogzv3Q4HV0IqAmtzqg9QgVIN3rwHrp+D7/TDm9Ow\n", "Mws/XQG+JBRTmlHYXFDx+wcRCNWh3ATFOjwzyymvQp9Mwd/2QdLW5/FtB9LnWpLCsEAV04lkOAmn\n", "CgwZYA0L9YVxFBy+D1xxjs/rYmEF3BiHhoIW/TlXHs91bmDC/kPeXtOswvz4RcW7HUJdSvvR2ml5\n", "waHdhmwIZuryUl6DmlBqARizFTQaSxAtgi8g72d/ABqrkAxDUwLSM3C4RW2hR1doTmE0Ji8D14GV\n", "ZehNwlwBbm4DfHDLJDwegOfTUA4p2PTtgY8fhZV1eHgS/l8H4rOwdVBdLf8tC0+G4cvt0hlqnlXp\n", "aaYZfpzyfAZORQluH4LHYprRGMthTOwNhguCUwWGT6Fk9mIywDtR/cFA2IF6AWZCsM7TOZqlg0M0\n", "ULEO0OJCD+o6ehZ93J2otrAffbwpoAsdF3XkABfyQbel11/hk3bSeEmubL6EVEijriw2nRCEqnJJ\n", "27gDghVYtwOeuhE2TkNfUcJ6Vgtsjyr1U85DeQb6o/CwC5tn5BHx1SLsGISr2uEDGWivexPaNrQH\n", "occvBdifjsFvrIY1reqayufgz6bhxqo0kVri8FyUl0TrTkoZ9p9IBG8+1+YZ9BgMhvPJqQLDyTye\n", "K8A/nYNzuQgppWG4AL2eDMYs0MpmdtnP0uM4tKNC87wSRCsKAi4q28x/L40+1rhPLal+S+J5zYCv\n", "ruM7C1JRHQwqUHRZqj9kHSCo+4Mbwd0NuTisG4SfzyhFdF+HaiFtOSCgieZ4BmYj0JfRpPKhMjRU\n", "4aOdUOmEb/bqyj+bgnwA7kyqRfSfI/DZIKypwAcPy/fhCwOwq8Gb/G6SHEdPGcbynHZRsyUOH+qG\n", "6104ZMM/z0p4z2AwnC+O3xGciPcDBzhWAS5zLk/q4iFaA2cOkjUVkaUCvZkhW4NtaTS0tgddPMdQ\n", "LI6yMKfUiVK9FVSAbkCFZ78Fo0GpqO60YMQPpRBUKgoWMzUoBLTTaLagM6+itXUYRv2QK8Aj/bCt\n", "FyrtMFaB4JgW6ycsTQ3v98G1s/IrmF0Nb63Du6Jw+wS8Ky2vh0cr8N6sggJIv6i9EbZUZKV5dw/U\n", "wnDv5eC0w3V1aM3BJ8PQ38DpYcEtHfA/CjKx+Z85eHsL2j0YDIbzxFICw58B72FhxUqwYNpziRNL\n", "QG8YXFuGL3PATjYzYm99aeJ5vtDcg2LqHCpUb0Nlm0EULEpo91BFMheNDtQcOFAH3wxUa9od9GYg\n", "5hV2Uy7MVCFdhVQWrEMw64Oxqqawt9twsAliQanAZlwob4XZCQg2Qucs3G/B0ylYMaddzYCjALay\n", "DtcXYKUt/4h5ngpCqQAPR6DaBb9ehd/IglWDh33wcAFunoB3F2FF5DQ/UAsabekBzdPlsrS/U4PB\n", "cJZYyuTzBMd6JBheIuDCkcthQxusdmEWi0muZ8h+mhsd1RY6UUooh+oJ4yiFFECq45ejVtYJtIPo\n", "smDGldJoQ0VieYUgVMehGFXQqFsw7UouO1uHphwMV6A+Jd2i9G7Y8AZoS0O1CivG9PqJMty+ATYf\n", "grcmoTcKWxthTxYOWjDghyca5IfwggWROaWSvleFcosW6WfqsHMIpnpgbSc87MB4BX5uP7zQDP/e\n", "E3e7PSqF1dPCgT0Fpat+vgjbQvBkDdM9YzCcV5YSGLYB3wZ+wIKKpYuZZ0CdQte2AiFNLTewihGr\n", "SMgdpw8VbueLzQX08TWjTiUXNeGMIvvNDksdTUVXkhdzQNiGaB3Wl2AmCP6y5LEbM9BegHAFQmmI\n", "OHA4DHu7YO2zsDEDhaR2INEaNBRhTwgOFiSA97+OaLL5cT9MrdP5bzoE27rk5TBlQyAN9zXDjkNA\n", "FT6fRVfuXt/7xDTkItBVgLdU4IEQfMWCT8fUdfVAfkEQ73TYNgn/uw3uiEK6Ao9PYaZyDYbzylIC\n", "QyOa0vq54x43gQHqkG+EsE+F5xo3Mm1vpcPV4phAAWGxhWcMfaTzhmFZZGiD972xMgQCCiZ+B+Yq\n", "kAtCfFrPKdkQKYK/BJEAuGnonYbXJaGzAv51sKYIT5RluBOMSPKgcghSk5ArwvNB+KUchHMQyEDP\n", "XvitSfhiBILD8AtzULEhEoQH5p3Wjpe2zsMPUjrpR/zwkxrs2Ac75n+wKq9umrYuA5rtr+KpBoPh\n", "bLCUwPDvzvVJXLwEbXAiSg81A3k2M249wwZvsC2N5C6a0bqaQkEhjoLAOLoIDyEl1Q01LfbDnmn8\n", "ShciIYiXtXMo2BCdg1oNSkUYbQA7AGsG9R59KdibheeCGjIrHYBOB55NwO40HHwe3BzctR52Ncmq\n", "s2EYPjepQORz5BO91gEc+EaYky/uLmwbl9LqSz7EZoLWYHgNsJTA8LXj7s8vFL92ls/lIiThyLEt\n", "ZKlO0MQN/MT+Y26pKQBMsjDcFkSS2rOoxtCBCtJjwKSr1zrgwpSrdNKKLLQEIFiFfARGmqF7WDuM\n", "oKs12JqSjMTDjdA2Ac1JaC7IknNlEfqG4T3eLMHHYrDVS8t8bw80hjRJ/bFW2BGEkAsvZFTwvjsi\n", "ZdZ7M5x6jsDl/FpiGgyG88BSAsO9LASDCPCLaDUzMOvTlXynC7blZwWbmLC30eHoAno1qiNcgYKB\n", "D00zD6FicACZ74wDfXWIO7pfqeqjbq1CqCJ3tEgG6nnwDSnFYxflpFYtwp510NQCTzdC/CF4Qwke\n", "c+EWb1E/5IO5xQqaJUh73/vHAuxvVnB7ZL+O+VEQUnUWpGANBsMlxFICw3ePu38n8Pg5OJeLkRoU\n", "ympVbeZK9lvDJNz0S11GRTTU5vO+5rMuBbQriKGaAS4M2/J16C/A82E4UofWOahZ0GRBZVppn1QZ\n", "knFYNazgUArDm4ZgYBz2xqVZ9GQWpl6AcJP8Gl5S0DwRpZc7oKXMtLHBcAnzaox61iOtaAMUoRCB\n", "gAMBezMleyut3mBbGaWP1qL7QfRxT6GA0GzBtSi1tN9Vbj/iyhq0uwSDJdifh9YG1QXGXWiflHnP\n", "zAR016FcBqsPrtot1dMb0nAgBHekgQJ8Jc2CgqbRITIYDEtiKYEhx0IqyUWJ8987Z2d0cVEFf1Vp\n", "mBSb2W9vpc/RAFuHvs1RtHOooI9vXi9pXpa6GXk9l4GgH2wXaqMw3CQF00oRmrOwZg72NcOTI/CB\n", "Z2HWhVwU6j3yYi7acNSv2YaXfl/HdxIZDAbDK/JKgcECNqKkuOHl5FQ4rljQyw1M2n/D1TUFhCTa\n", "GdTQJmsGxdRppCZ6paWYW0EF7BEHBkqQ88tnITYJM2l1HFlxaPDL/nLNIaAA/31aKalPROG7rbC3\n", "LtmLZ45gCsIGg+EMWGrx+apzfSIXKX0QaoFBYoRZw7S1gyZXQnkFtD7PZ3LmRfTSLsQsmHPUgeR3\n", "wa2DPa7HSmXo2Q1dtrqFEjPQXIexGHRNwYoy/KwFVuYhb8GBXTBZgcfjMJWDiYll/DwMBsNrgFcK\n", "DC7wHJICfeYVjr0ECV4FTe3QzbWU7N30uGU6UYdnFmhDO4Qi6jIKuOo8ino2nrkCjFmwrwI9c5Cp\n", "w6ZR6B+CQzUplN5lwzU2rNgLH90NR33wnRJ8dBL9fgqYyWCDwXAWWcqO4Sbgo0jtbd5hy0WuLJc6\n", "/dBiQ4XNHLG3sdLRzqCCUkjzYrStqDU1a0FPDXJei2oiD+1JGBmG5BHYdUA+vJlpWJWC4RAkC5ph\n", "WJOCvT7YU4XmtPfCBoPBcNZZSmD4N+f8LC5aAl2QsqCfzUxYP+JGR5PMDSgwZFA30pR3fKguvaOY\n", "BZkCRI5CdBCu2QuTR2FsBI50ybGNEkyNwFMjsKYLopaXcgrAcPKEp2MwGAxngaUEhqPn8P3fAXwe\n", "XWb/HfC5ExzzReQaV0DyHBeQiE79Wu0EglzPqH0bl9XUbTRvPNaMAkUG+SfEMtA9Kze2zIvQVoXD\n", "aUgcgWIBPpyCN4/Cww3wkxDcNwQU4BsjMNIOMT/sn4GDr2SbaTAYDK+aVzPHcLbwAV8CbkUSo1uB\n", "f+FYie93oUGAdcCNwFdQausCobQSErQxQws5ax+2q0JzFtUU5rWS4hXwjYMzDMUy+PfADY/D0R7Y\n", "WYbGA2CF4DdTMvG5ZhbmYnDfvPZQCR4eXqYf0mAwXGIspwHKZuAg2pFUgW8B7z3umPcAd3i3nwaa\n", "0BDAhUIHNLOZuL2dNY5DAjiCWlV3o+G1VVUopKB5F9z8Y8gdhMIB6EzC5D547Ptw7wtQm4R9nlPZ\n", "IR8ccjBDaQaDYRlYzh3DCuRUM88I2hW80jG9aCDgAiDug4hn5bnBUQophwrLaQeyRZgbh5afQX0H\n", "7CzBIwegeAAeqsCuKe8JwH1jQA+sjUpd9e4xjFqpwWBYBpYzMCxVq9867v6Jnnfbots/877OB2Mw\n", "t+4BepwMna4+zgpQqELkCEzfDzM/hOQkbAhALgcHxjixYmkF7htEKTZP9tpgMBjOGlu8rwuam4D7\n", "Ft3/fV4utfHXwC8vuv8iL08lvRozmLPFLbAhBR8owseK8PoCtOyHzs+Cfw1qSTIYDIYLkeVcO0+K\n", "HzgEDKAF9HkkGrSYdwE/8m7fBDx1gtdZ7h/uSrC+gaxPb0VtSgaDwXChs9xr50l5J7APFaF/33vs\n", "E97XPF/yvr8DyZEezwX7wxkMBsMFzGt67XxN/3AGg8Fwjjjp2rmc7aoGg8FguAAxgcFgMBgMx2AC\n", "g8FgMBiOwQQGg8FgMByDCQwGg8FgOAYTGAwGg8FwDCYwGAwGg+EYTGAwGAwGwzGYwGAwGAyGYzCB\n", "wWAwGAzHYAKDwWAwGI7BBAaDwWAwHIMJDAaDwWA4BhMYDAaDwXAMJjAYDAaD4RhMYDAYDAbDMZjA\n", "YDAYDIZjMIHBYDAYDMdgAoPBYDAYjsEEBoPBYDAcgwkMBoPBYDgGExgMBoPBcAzLFRhagPuB/cBP\n", "gaYTHNMHPATsBnYBv3Pezs5gMBgM550/A/6Ld/v3gP99gmO6gNd5t+PAPmDDCY5zz/rZvTq2LPcJ\n", "XEBsWe4TuIDYstwncAGxZblP4AJiy3KfAKdYO5drx/Ae4A7v9h3A+05wzATwvHc7B+wFes79qb1q\n", "tiz3CVxAbFnuE7iA2LLcJ3ABsWW5T+ACYstyn8CpWK7A0AlMercnvfunYgC4Bnj6HJ6TwWAwGAD/\n", "OXzt+1E66Hj+63H3XU6dDooD3wX+I9o5GAwGg+EcYi3T+76ItlITQDcqMl9+guMCwA+BHwOfP8lr\n", "PQ9sOvunaDAYDK9pdrBQx70g+DNUdAb4LCcuPlvA14G/PF8nZTAYDIblowX4V17ertoD3OvdfiPg\n", "oB3Bdu/rHef3NA0Gg8FgMBgMBoPhDHkHqpkcYCE9dqlihhKPxYd2uvcs94ksM02ogWQvsAe4aXlP\n", "Z1n5ffT/4wXgTiC0vKdjOBf4gIOonTaA0l4nGsK7VFjqUOKlwn8CvgH8y3KfyDJzB/Br3m0/0LiM\n", "57KcDACHWQgG3wZ+ZdnO5hQYraQzYzMKDEeBKvAt4L3LeULLzMU2lHgu6QXeBfwdy9f9dyHQCNwC\n", "3O7drwHp5TudZSWD1okoCpBRYHRZz+gkmMBwZqwAhhfdH/EeM5ihxL8EPoMaKC5lVgHTwNeA54C/\n", "RQvipcgc8H+AIWAMSKEmnAsOExjOjAtFp+lC41IfSvx5YArVFy7l3QLoyvha4K+8f/OoRf1SZA3w\n", "u+iiqQf9P/nIcp7QyTCB4cwYRQXXefrQruFSJgB8D/gn4AfLfC7LxeuRHtgR4JvAW9FMzqXIiPe1\n", "1bv/XRQgLkWuB54AZlFK7S70t2J4jeEHDqErgCCm+GyGEl/OmzFdSY8A673btwGfW75TWVY2oW69\n", "CPq/cgfwH5b1jAznjHei7puDqBXtUsYMJb6cN2O6kjahHcMOdJV8qXYlgewG5ttV70A7bIPBYDAY\n", "DAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMJwfBlA/99kgiHRntgMfOEuveSr+AXj/\n", "CR6/DvjCWXqPfwf837P0WkvhZ+j8DZc4/uU+AYPhLHEt0q665jy938l0sp71vi5GXIz+lwGjlWRY\n", "fvxIV2kP8B0kFwDwNqTGuRP4e7QjAEmc34YW353AZUCH9xo3oB3D6uPeYy3aTTzvPW+V9/ifox3L\n", "TuCD3mNbgIeRztMh5Ef+MeAZ77jFr30rmujdB7x70fPnJTBuQ3JupI2kAAADbklEQVTTD3mv9duL\n", "nvtRpDy7HfhrFv4v/qr3ek9zch2d24B/RLo7+4GPn+CYdwD/vOj+4vP6infeu7zXOhGLxQ9/Camj\n", "ArQjvaNnvC+j9WMwGM4qA0hC42bv/t8D/xkII2nitd7jdyClVpAw3by+zCeRjDOcWpPoaRZ8MoIo\n", "+Lwf+Y1bKLAMIqOhLUAS6PSOHWVh8fwdFnSg/gH4kXd7LZJfD/HywPAYkj1oBWaQudMGJJPh8477\n", "KxR8ur3zaPWe8xjwxRP8PLehgBLyjh3ynrsYv/da84H2K8CHvdvN3r8+FLSu8u4/xILAXXbRa72f\n", "hcBwJ/AG73Y/CuiG1xhmx2BYboaBJ73b/4T0ltajAHDQe/wO4E2LnnOX9+9zKLjAyeWtE0ji+G7v\n", "fgUoosXtTpQ6mUK7hBu8+1uBSe/Yg8BPvOfuWvR+LgtX5AeRM9flx723C9yLzFlmvffpQruh64Bt\n", "aIF/C9rFbEZ5/lnvOd8+yc/lej9P2Tv2Ie+5i6kB9yGVVz8yDZr/DD6Edk7PAVdwesKPtwJf8s77\n", "bvT5Xqr+Cq9ZTI3BsNwszmlbnDjHffzjZe/fOmf2N3z8ojv/HuVFjzmL7juv8H4nMuWpLLq9+Hzv\n", "AP7guGOPd/87HS8HF/hTlNJy0ZX/t4DfQgYx25AXwiq0K7seOal9De3QTvR680QW3baAGzn25zK8\n", "xjA7BsNy08+COfyHgUdRjn0AGZuA0iwPv8rXzyI/gPlFN4QWukfRlbON8uZvQjnzpS7GFup+srzz\n", "XO2d9/HHHI8LPIDy9u3eYy3oc3gapcRaUCrpZN1VlvfzzKeStnjn/oeo+D6fDnrYu/0byBcCoAEF\n", "iAxKl73zJO8xiXZANvCLLASKn6KU2jyvw/CawwQGw3LiosX0P6BcdSPKhZdREfY7qOBbQwXa+ecs\n", "fr57gtvH8zG0mO0AHkcL4ve9196BFurPoFTPqV7n+PcbQgvyj4BPoKvopZzTXrSI/9R7/5+iFNME\n", "qh88ieoLu0/yfNc794e8Y/+799zjcYAfokL0D73HdqA00IvAN7z3ORGf9Z7zOLKhnOd30G5jh3d+\n", "v3mS5xsMBoPhPPLHKB1kMJwTzI7BYLg4MfMGBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaD\n", "wWAwGAwGg+Fi5P8H+CvyFWJl6tAAAAAASUVORK5CYII=\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plt.scatter(norm.sf(maxcomb)*N*M, norm.sf(peekrun1), alpha=0.1)\n", "plt.plot([0,1],[0,1], c='r')\n", "plt.xlabel('bonf combined p-value')\n", "plt.ylabel('run2 p-value (from max run1)')" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAX8AAAEPCAYAAACqZsSmAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XeYpGd15/1Pxa6qzrmne3JSlhAok5MDGLwYgVnshTVe\n", "29jGCe++Nq+9LA7v2msv+7KwxmltbBaDwdiYDAaEQAgBEkqjrMl5pnPu6kr7x6nxDEJIgzStmdE8\n", "3+vqa7qnK9z1VPW5z33C75CQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQ\n", "kPCodOGjuB/34ZrTu5yEhISEhKeCv8Wbmt9n0Xka15KQkJCQ8BTQiZ2nexEJCQkJ5yLp0/jcGzCK\n", "9+F2/CVKp3E9CQkJCecMp9P4Z/FMvLf57zx+8zSuJyEhIeGcIXsan3t/8+vW5s8f9d3Gfzs2PZWL\n", "SkhISHgasAObT/ciHouvYmvz+3fgvz3i942ndDVPPe843QtYYd5xuhewwrzjdC9gBXnH6V7ACvOO\n", "072AFeZxbefp9Pzhl/B3yIud6qdO73ISEhISzg1Ot/G/C1ee5jUkJCQknHOczoRvAjee7gWsMDee\n", "7gWsMDee7gWsIDee7gWsMDee7gUkPDZP95h/QkJCwkrwuLYz8fwTEhISzkES45+QkJBwDpIY/4SE\n", "hIRzkMT4JyQkJJyDJMY/ISEh4RwkMf4JCQkJ5yCJ8U9ISEg4B0mMf0JCQsI5SGL8ExISEs5BEuOf\n", "kJCQcA6SGP+EhISEc5DE+CckJCSsIA36GzzjdK/jkSTGPyEhIWGFaPBq3I2XnO61nG0kqp4JCQln\n", "HU1v/8MNHmhw7elZwtnNWf8CEhISzi0avLrBoQZ/3KB4+pZxdnPWv4CEhIRzgzPA23/Ecs5uzvoX\n", "kJCQ8PTnDPH2T+Sst51n/QtISEh4+nKGefsnctbbzrP+BSQkJDw9OQO9/RM5623nWf8CEhISTgkp\n", "FNDS/P60cQZ7+yfyuLYz+1SsIiEhIeFJkObaYV7S9K4/O89th1F/qhfSrNv/X/gA/n2Kxad6DecK\n", "ieefkHDOM9zNBzbTGI6vv9pMZ+dTuYKzxNs/kce1nUmHb0JCwhnOYJ5N1eM/b66xNvdUPfsJXbp7\n", "cXmKW07BwxZQQuYUPNYTIgn7JCQknOHsXuDGTq5ZZgFfzbNtaaWftUG/CPFchh87RUYf5w3y2o54\n", "+Bur/NMBLJ+ax376kIR9EhISsKqH123mVZsjDLSyrGAlT4k/2Ho8hHXLep49cgof/xhnve08619A\n", "QkLCKSNlhSt9noLYfvt35i/GRvih9SvwPGdFzD+DO/DJ072QhISEM5qGFXQIVyi2/0jK3JziQNP2\n", "/mOJ7bMr8DxnBW/F3+ETj/K7xPNPSEhYUU5DJU+Jl26IENZF/VbmNHPG287V+CJe6NE9/zP+BSQk\n", "JJy9nOFduk+GM952/gMux/Mlxj8hIeEp4iys2/9+OaNj/j+CoyLef1rbtRMSEs44Uqzt5HnDbO51\n", "Cuvhn6LY/hnP6azzvw6vxMtEw0MH3o83POJ27zjh+xubXwkJCU9rNvbylh5eUObhIu8t8ZX9nkQ0\n", "YOXq9s8IXtD8OutIwj4JCQnHSEVN/7FyyMYwv7NZOIlPiKdxbP97cVYJuyWGPiEhoUlZdPOWjv2c\n", "9gRsxNPc239ak2wICQnnJKu7+M/n8YWN/MlWLln1/T7COejtn8hZbzvP+heQkJAA0mztCSmDrT3x\n", "s1TUub9qMy/bgNZH3Kc1btvd7vsoCjkHKnlOhrPedp71LyAhIQGuaEox37s2/r2iWcXz51sipr9/\n", "NT+/RQxrecKc497+iZz1tvOsfwEJCQmyYdhPTOC+ZTPP2xxG/9j/fWAz2p/IEyTe/ndxRtf5JyQk\n", "nDOUH/HzQorpJXacoMu/L43a9/vISd3+E+NMb65qOPPXmJCQ8Lhs7uWneylmebiTG6a4/yDPXs+F\n", "GVJlbhrl/jHkUPU4G8EjKnl+KjH638Hj2s4z3bAmxj8h4ewlx3nd1Apsn0Ke167jOQusqvChEZ49\n", "GmH+G1J8eoqXbWEgy8Oz3HAP5h/tgR8xS/ftySzd7+JxbeeZVOefkJDw9CHL8zfxkiHW4Js5Pn+E\n", "3xzj8gr/p41/m6bWYLhMpUjjat6zj5EqN7SSvZB/ud0JJ4Ckbv/UkcT8ExISVoIiVw3x5jneOM1v\n", "THHx+uMx/nqapSzbh6isYn49fb0MNGf1Xr3Aqu+YcZvE9k8tJ+v5t4rtu4H9vsdRLCEhIaFJmpYM\n", "fU2vPYfOOf5PntY6k/hiG2+eYkOF2xdR59Y2rpvjngKHyqgm3v7K8FjGvx0/g9ehD0dEDGkQ42IA\n", "y19iboXXmJCQcOrJiZN/BfUVePxFvlLiPYP0zXN0jl1jfHucmwtkRhlpsKPAQVw0xvYl3tnNJ/Js\n", "W+ZftjV4leOx/X+fxPZPHY9l/P8Zf49XCMN/IkNCkfPjePHKLC0hIWFlGO7mR/sYanBbjU8ewPJJ\n", "3rlF2I2q767fPIFrB/g3D3NwiENt3JQnVeRtG2gscleaWycpdvKz84yn+OwY/7QNtaO09fO/Jd7+\n", "inGmV9Ik1T4JCaeWAr++lt+dC9G0b+R5a5Vb9j/+XVd38eMDXFjnzjR/NUFXLgTYpiYc3wwyvGED\n", "f7sQPx5I8dZn8CNlXjzNgy18fYk/20lnhq2dLNb51lEm5pJKnlPCilX7nI8HnuB9ExISTh8ZtjaO\n", "q2Ves0zfY8kgFMPAT+EH+o9vGp8rsv95PHeG9jqfqfGxW8VOUGe6HkPKR+rsyJNpo15mb55nLvKt\n", "dgpp7h3l3jE0mrH9v2pw2SFeN8I3PebpIuHJ8ESN/79g7alcSEJCwlNChTtFmKW3wccK7P0eBRxd\n", "Hfz0ENfUubWFvW2Umrd9sI8ri/y7vZHUXd/GrvXceR8afPwwncMxpfXjg7QXWBymMsdHq9y1yPZj\n", "+cLGMW+/zgde5MLf+opXp2hZw6cXueWglclLnNM8lvF/z2P8rvtULyQhIeEpYZk/PcjBQTrTPLzE\n", "XaOPcrsUz1zDljZm0lw0w/4C72vnx2fZX6Rn6Xg1T3+N9hOkGizw/j18boiX5Hj+NMUObiuxJ80/\n", "7UT5kZU8Gavv59f7eFNzk1lfYk8nBydX8qKcizyW8f/3+I/i2HWiSFAKr1/BNSUkJKws83x8l6j2\n", "+V4SCgX61/DKMVYt8/Uu/qXMu5b5WJFtR3h2ia+1xongXwYZ38MF/dw/JaqIGvxoC5fP8sPzbJtm\n", "5wbWj/KG7Dbvf1ND+fdT31HJkx3hYBd/0crGWTZVGc5FRVDCqeSxjP9tuAc3P8rv3rEiq0lISFgp\n", "0qzuYCjPzgUm5nxPw9/dzhUbGOrkH7u4bh+5Oocy3L2buV5+uJtdR/mtCzm/zvmz/EiDb69n3Sif\n", "2xePlU3RPcM3BkmXOG/+Jb7soz70ewXVC/fyb9cfn8ud54LeGNx+zSw3t3P7NDvGV/rinIs8lvF/\n", "NZa+x+/Wn/qlJCQkrBApnrmKXyyyuRZe/HtGv0coJcerhjiv2WlbLPKBZ7DwIIf2s2EdP9jH2w+z\n", "u8K3DjCd5dePRuvAaJFUifuG6V3mM1WuyDAzwc0b3uXhK9/snp/Yr+eTr/WWf3O7P9x1/KlXt/HK\n", "CvOj3NTGVIYbl5mcfSou0rnGYxn/iadsFQkJCaeKLMPt9GbYNiccuBau6GMmx9fydM6yZTN9e9m3\n", "8AjjmmVNikPr6Oiivp7uGvtb2LDEs2c4r53P4vxR1KnnWEzTqDOXZmyQX0pz5Rwfa+Ftsz8r2/X/\n", "mnxTn/rG93njW3/ea3fxnhbHq3nSdA/RGGJ9mQMLXHiYQtJEukKcTLXPc/BfhLd/7PYNbFyhNSUk\n", "JHx/FITb3eAV/aFuvK/A1zbwxX1RQ9+yloE2+uvc08GWOV4+zgOdvCcbp4Dhbi4d4I6LIvxyVStD\n", "k3w7SyPLXA/dY8zXGVvF+/uZ7UGNP1xNYZkbGmzsZl2Zna28aPw2f/0jl5v9nUO6P3mdX33r3Tpy\n", "3N1gdFrkBjDcyZvqNOYZSjPdzZ80uO3A6busT29Oxvj/FX4V36Gul5CQcCZwrBzzojqf7GFjA7Ns\n", "6eHKBms28vUsB1ax3Eq5TKaP8+5gKcP1C3x+gIN5rtvIjx/hW3PMbOJrw1wwy1KeoynK61mYZGkT\n", "1RE2HOWiw5R388Uh5lsYWM1IC8ZeId94rzf81wFz6/bxuvXeeojfbp4yPl2gckKJ6boWrlmiY4Fb\n", "SxxY5P4jkjr/FeNkjP+UOOMlJCScWaT5oQHessANgzyvk7lV3DnJb+5nLEt3ip7ns7mH2Spj42Qq\n", "FFJ8fiTq923m5UNcnOVzdXLL9LRwaISBedrLbJngoa3UqlzeyVw7uQbtY4z3cF4nXYuh058v/bY/\n", "+5nf8tUXP6jrS2/XeP37OML7+jjYTXeDryxzx1J0De8v88A8t3Twa3Osn+F/NNiZxPpXkJORTvhD\n", "Iav6T75zF759RVb0nSTyDgkJxznmrDWTsTK8cSPDPWTW0VPlQDutGa7dyWg1TgPPuI7Llkm38WCa\n", "u6aYTnPxEqP9dLazOo0FcgNMFRlfiNxAtY2RoyxOcfgok708t8wl4+zr5eFW9k9R7WNu/DKXVf/e\n", "u368z6GNf+C8P/kf0rcz/DCj89xyWPw9p1jXza90srHGtzK89zB9Oa7oDjPzzfGktv9JcUrkHa5p\n", "PtAVj/j/Fz7BRSUkJHx/pKJ+/gWd8eON09w/iga3reLFz+PaIuUK2yfYfpgHcjznMMWLaFlmfz+l\n", "QoRmdvew5WHGR8gPMDgSypvf7mBjmb5F6pWQbXi4xuVjmOC+drJZFsdI1bi9naVeuvaTW/gtN73o\n", "bf72pd903ree483vHDeaidTg5h6m0qHh/829aOF1TS8fXor7B/jYjlg/TmIAecKT42SM/wtWehEJ\n", "CQmPRVc7P99JNs9UDy9czaEHWGrwgyOszpDOUpzl8iValnjvg9y9TKGdwXWU2sll2NfPloN0bSC3\n", "hv4SA61sKLNQ50iGfIard3HLEMs5vnEhk+O0VdmfZTzPR/aw9wCd5RdIjf6d//kLeXOXvNmzP/oB\n", "r7iViTyrs7x0krVV/nYrW+dpy/GlcUonGPeSEAvFcaOf4aIeuvLsmWf/tGRDOKWcjPH/L44fIU68\n", "+L+7IitKSDgnWN3FxT0sZLltgoUJ36lfk+WibvoKTBQ50MfIZrbmw4A+sxj18BvLDMyyvs72Ae7r\n", "5b4qm7tiQtaaQSojzLVRrdPXSvs6pmvx519ri5DON/LsLTC3RN8Muzu5vY9n7CFdoaefll107WVP\n", "ncMbaTv0djef/xvueuu9Rm54pZf/+mE725jYw1I/fQ2O9jC/zKYWMuP8xjK/08cnalxSiH6CGwts\n", "m3TcvqR57gi/lo3ff6mfd2XZOfaUv01PY07G+M87/qYU8SO4b8VWlJDwtKe7nZ8bpCdLvofnr+PL\n", "+/narkimdhVZ6OE/zPLCJf6/bo5ezHWp8Oz3pti+iltzPNSL1dRTjGepVrkszZqLaN9CocTIJPUs\n", "a8sU87TOxxCVVXXuxdIymTRLO6nVqc+zf4GOMj1pBmu0T7KrxNopZge3yOY+6LM/NWxuzU/7oU//\n", "vXX3MHoew8uxWXVUGZjkU5viMcpLsXlsqHFVin8Y5T8XGWzhgVEOTp1wgfL8YAuvalYDXVjlpm52\n", "jku8/1PGyRj///6In/9YqHomJJwjdLezqcjhZfbPeNIKk+e3MoLWLl47x8MVOgtUL+H/GaenwUMd\n", "jOb4+Az5Vu5eF4nRxUkWZlg9x0PtpOc42GDvEPfnGTjE8iVhuFeXWCyRX6aaZVuR5SW6Zphbjoas\n", "cp3D7VTKsQGM1ZmcopziUmRa47b7WjhQ4qq+X3Xjy97uzutucvFdL/bWj864t5/dI/zQYW7vYEs7\n", "uRkeRFua6Wne8BBjJX5/HXfluayFjUs8MMPBR4Z0GiyckKxcENMcE8N/Knkiks6t4pObkHAOMNzN\n", "L/XzgmXu6+B/t3HLASdliLrbw9CPL/PQtOiTyXG0jVsGeGFzOPlkhs4lNg3xqgPck2NfH0f6yXVH\n", "TL+0ickStx2MSVj3jtLYxoHzubwRG8LlazmylasnmW5nRzlKOg9302ihXqO6xEKa2VR07g6kSFWZ\n", "n2bjITZu5OAwmdlouEpXmelge2OT/bN/54M/N2Jq9eu9fNvnvPgQG4vMlsiuoWuCLehuw1zE/Z+9\n", "jalJ7i5QXxXPe8ksL6tzyX62d0RZ570nKouW+fQMQ+0hR/GpIt9e4PJB7piRDHc5JZyM8b/Hd8Ti\n", "DDh18f41eH/zMRv4C7z7FD12QsKTJcXzevnl5gCTa5bZ3coteY/bfNQzGJplW5dIl/lIGzcd4uWr\n", "ua6NI918ZRXz20lPsVjjKP6uOxKtW/uZexY9JaaqrF5gqMjuTaRnQ4t/7Ln0d4eWTstaptsivJNp\n", "Yb6V6gBLS+TLVA4ztxj7z8ESpW4WqnTNsT7Nw11kcvTUGO+gpcxckeXD5Kbe6kuX/64dr7jdhpsv\n", "9mtfmJbdSkuBnTUWlxhY4LZefnQ3D6dpHWfdNLeuYd1EbCbpKWpz/FiD7io3tvET4/xj2yOMP+46\n", "wi/P01uI/MY7MzwwwvnnR3hs3wFJ0+mT4mSM/8sdrxetinm+lVP0/BX8mpgu0YZv4wu4/xQ9fkLC\n", "6aDAD1zCL87F3Nrbijwbt3VzWT/X5ukf5fMp/qKNzXu4u40tWW67lKXzIhRTauPqBnevolYjNU6j\n", "RLGL9vMpHmVumJEMXQ3uaQsVzV0dVLq4NIs8S3V2rCU/ETNz89Ph9fe1sJzipjSVAkc66TpAZQbt\n", "DNU3Wk59wDtftcVo19s870/e47/cTbqHT/aT7qJjmgPjlPayIxNKnPvHmauSa2PHUdqH2L2WVVMM\n", "VbgzxQubDVx35zlS44IB1rUxvcwtR8VM4VmKGX5xib0dkQf4sTL/sIrP10/+BJbwaDye8c/i82Js\n", "40pwuPkFc8LoD0uMf8KZQYOvjvPufq6rsD3DZ+d997Dz1PHbwxUdnFdhU5k8qgVuaqU2RUcHL2xK\n", "FHce5Ct5PrPAi6/kB8rcl6Grj+Iarp1kvJ1aI7Ru7unmojyDZSZbWejkcFskb1cjd6ycs43uPK2L\n", "UUKZ7uDhIott9C9HhU97OcJALWnk434jdcqd8TLm537dnaW3u/Envmz9Pa/2Y79zyLYi38jRlmLg\n", "29y3gYM15u/j/mmWD/CFbtaUWdNLa4XOOgu9XLvE3jo/tMhHBrg9Q/ssn0sxmeIP2vmRxdgM/usI\n", "n9yDOrONkJLuLnLlIntzbClHI9otWafOET3neDzjXxVZm3XYs8JrWS9mvn1zhZ8nIeH74OAkf1xh\n", "Y+mEhO8J3mZnJy/qp5HiG/McHmOslbEFPtLO1WXuKXDzLKtKfHktYyOsnojwzeIyL1/DBa1k28hf\n", "wMgYu9YyU+OrQ8y0huEu5cmkqM0wUOBAndYW5JlLsVyIcPh0BSkebGNNJXoAOrMhsVxPcUEjNpTV\n", "S1EaOjxLvcHaCWqVEQ8VP+SGzVuNdr7Fmz74f/SOMTpD98N8qpPVPbR3sLzMzmmOVlk8yA+Ps2Mh\n", "5B56DnJliraeMPQvGOfWJf4+y44pPvEQJlHhdet5bXPY+zXLXN3KJ/NYYnqeT9W4qoV76mzLsHGU\n", "L2UlXv+T4mTCPj2iHuxbouyTuOivPIXraMNH8SviBHAi7zjh+xsdH/yQkPD9kvaEKnUm5prDTx5J\n", "iV8e4keXuGeIyzeEN7phgsE2voF7l/jGBEsFXrOR7BD9HRyYZe/9HD3Is1pZGKbSTW49+xc5kOXz\n", "V1Dq4op59qbJFOissb2LzkyEvLvSzGXJZGjJ0onn1qIWv9zC4RTZKlsWo1L7gXR42kdKcTJYnmY2\n", "S/cCi4tv8qmR/+afN3/W8O5XesP7p1x0lPvS1PuoL3LT3fzoAC+scOVB5it8uJUNxdD1eWaZgz0s\n", "TbB9Nc+pcTjHPQ3SaVZ3h8ff087fTKMaqqPHhr3DmBPepyqf3svtNfYNcNkMD+X43KjjMhcJ0Yz7\n", "gu/nDiejm/NoD9jAV76fJ3oMcviUEI9716M8T6Ltk/BkKfGyQToybF/gtiMeO1l4wtSr7UtMzXpU\n", "L3NrD+/q4q5hzu8M+YOZdqoVpqaolfnqbiarvOKHo+Gqp8TgPPdlI6n54AQvWEtpI8/oYWKI6RLj\n", "zVLNTJ5igdI0B/sitn+4Jfy2AxhJh/HuqTGYY6wR3v6OOlM5ig1yS3Q0KOSZK4dG/oMZKhWKKeQG\n", "zeT+3NfbLzGR/1mv3PklqQlmyhT284wD8fK37eX2CZ41yGvKXLUQ3b5/3cNld7B8kKtmeddlFJqG\n", "udrH8i660+Q2RpPY83fHGn82x2d2oZWfH+aKBjvSfGSc7Y82vatIVy4S4Bae+MfhnOCUaPvceEqW\n", "8uikhGT0fb7b8CcknApyvGmE311kpMxHivxhH3cc+d53uWSQt7TRkuGOVj44xuhe37UBPFSJipWR\n", "YZ41z0PD4dH21SPOfledrrbYJEY20jfI+hyzlejSvWQdpmkZwhqqC+Gdt9fJlKLiJpOPJO5SV3jQ\n", "jQaZBpNp+rAmGwPRJ1OUljmSo5aJROnQModSFLIcTFOq0lhif5qeMmMtrJr6Sff3/XcfG/ywdQs/\n", "4c33zFs7wWiDkSoPlSj1UZ3jygLdl7NUYVue7VnWH4q4/KfXsrbCrX3Ui7RWo8z0pikyk+xLsbnM\n", "2/fHaySuL5jnT/fEe6Xme08QXGQqKfM8RTyROv9TybPxk7gbdzT/72343GlbUcLTjTwXpfl4N9US\n", "jUp4j44Z/2ODUGrCm8zzA60MpUj38XosXcxnM+zdJTaAgvjbqUY9xIvyfKAnkq+5LeTS5GcpLnPh\n", "IBd00NHDZA8HeiPUvTxPZ44LK4x20Zsnn+dokaUsqTSjKRa7KKZZzFBOk6tyMMt5dValouJ0dYOd\n", "dUYzjFfYhaszSFNNsZxhrBYlpxvnuWqa+/sGtBT/wof7LnIo/+P+0+GvyFZigyjWQ0doPhOdurme\n", "qBQqtbB2kq9kKJSpdvGNesTlu2ZCH+i2DfQ3+L3tcXnf38tbp5g5QmFtSEhvqvDpIg+d2NW77LsT\n", "6QkryOk2/l8TcdiEhJWixu39/EqNy5b4ViufaUGBQgc/NsSLlziY4n3j7JyhlmK8j+dUuXctg4O8\n", "sJfPFkhNctUVtK2K2bX75sLrzuawheomuhbC2I/Ns9jLYpkhlCrsyVLO0p8PXftSKkocl+uMlqgU\n", "YyTicpr5NnIplGNDac9FKHy4ykIhDHqpFgUvS41QXk9VQtL5SDpOEBvTTC5z+QRTKRa7uaPtJzyc\n", "facb+v7eFUuv95t7FkwucF8LXQVyhahSWp4ht4/JLhppZnNcOhUSD22VmNRVvpNX56Mj+EX7oyu5\n", "e02UkLY26KwyWIjk9Sf3c7SP7pam+mgyKvY0cjLGf0B0n5zIeaIKKCHh8UiJz1ndKW3K6W4P7ffl\n", "Bl8Z971jwMtMlNmfZ7bIgUp49S+7gKELWduM65cOc1WJnffy2VmK66j0k1nLpUuM9DP9Ug5neEmB\n", "Yh+j7expkF5kex+FEQY7qVfZ3Ra6PWvr4eXf20JrPbz+POZTEY+vlWLjKOYZT8WGciTDRZAOz3s0\n", "RyNDtZmwrmRCpO1+kSQdFYZ9dT288+5l2ish35BuxDjuHnTnBj28/Jc+33WRyZbXeeWBGw02uKG5\n", "qRQn2DvD9rkY1LJmPKp5KgfJLZBdJJuhfYKxNjoP8Owptq+hbZ6hOgMT3LaamwuxIXyjTG26+V5U\n", "+OahU/cZSHgynIzxvwlvx4fFH/Jb8R9wwQquK+HsJcvlvXTn2LbEea1cnQsD9ckjzWHhubidiidU\n", "sdHTxi8O83PzMZTkf43wp/s8eqy4Qb6pl5PCgQ5qFzA0zXPqXJvmaI4H+9jfhr08OMrfbOcF5/GK\n", "eea7OLqFte20F6jv5rwlrqvyZxex1MnmHJ3pSNbuSoWBzmTIT7G6wL4MDxTZ1IjXvtDBjkZsBB25\n", "qNIp51jORmX1eZhNcyhLXyqqdqqYz9KOlkqEsL6eprMR4SOZOEgPZajW2FehUg3DPJf9CTfn/39f\n", "6fknF0++zpsPL6iXmalGOKl7jux4lJO2TzKXjyqi9dO0TPPpIyzfx7aNXNzC2BJT82xPccckV1Vp\n", "KXFblRtuJ50nV+eOWXZOPcr7knCaOVk9/7/A9RjEA7hyBdeUcPaS5odW85Y051f44/PZMs+vHwnH\n", "vHMVf53lx/vY2og8//sPOV5C/HikUGRwiEtr4fWO1HlFlo8XObgkPtMtjicOG3z8KMOrqA7Suokt\n", "LbQMREXM5go3b2ga1gZX99F9D3ft4/77WX01nefzvAYPtXBghEond4+zeYGWHi5op70W2vedOXI1\n", "FvMRjy+3RZPSoSIdNVpyNHJMY1chKpB6MlTLYewL6bjf9lRU4hxM0VFnRmwU3amojB5P0VWnuxJV\n", "PpUKLXlWNZovPRUnhl2zQ9L+3Ld7LzKWf71XP/BF187T6KZjnsN5ShNsqHJoiTWzFBocKMT17q7T\n", "MsV1Bf5xgOsyDM5w5ZEYC/lHo8zu4LYC782IDX2ZHS3N96vsSQvhJawEJ2P8D4ms1tvEp+o3fXct\n", "fkICtPDiHC9vGvMLanQ0SztKQsrpumH+aCq0aQ6kmR/iH3d5fAOR4rJBfrKdmW7u7eCeMdZUQ9Vy\n", "YQwFXj/Cc1JR5fL+eQZyXJDj1ixdnfyn3dS6mB7gzmE+2k5fP2P5iFG/vJWFBdrWRn3+t/p4fhdH\n", "l6nkGVpkqYOpPJ9uDj5pEfHwlkJU2RxMUUnRMctQmeUOyhnyS+SzlJslnFvyZOsRAurKhcTzslh7\n", "xvFD0b4UW1JclmJfnekUE6lIyM4uM7wU+j6z6Ri23l6Npq+u1L+1t/1/+lbnx1ww/nqvPTSvrcFE\n", "ezSC9aYozbNQYu906O8PTUYZamsjfL1KkcVhBqZ54VW8aCmGtt+4ip37OT/PgQNNSeYTq6G+V8VO\n", "whnCyRgBlf8wAAAgAElEQVT/L4oN4CLx1/tX+Cr+4wquK+HsoOmJSwsPrxEe6jEWy+zv459bGaxw\n", "V5Y19TD8hNe+KiUs3eMZ/0KM/vuPc3yjymdWk+2n4zCfEaWILxrimgovG+XGVp7zAraOsfkgL13i\n", "nwfJzjLerIQ5OhBKmedjVU8YzsOlqNXvbfDc8ZAkfqAlGqYGWsOwPlBnoSnx3JOiPRNe93KeoymK\n", "iwxkoxzz/o6QQ1hqiZBPoY1qC/1ZuoURr4vNpEUIvPWnaEkxWqNDxO2zmbCn843oxi3VQoJ5qMB0\n", "MRLHlUz8Lp8akG681w35Sx0oXO/Vo1+Vn4nKn7Fm09f6o7R0stgaoamFLDev4i6sTrEpy55VkXxe\n", "v4tPt3P1YTamooR0ayfjW/i5W6j18a4c95+QG1zdFeG/Wp1bxprhvoQziMzj38Qs/qv45B3F+3CV\n", "U9fk9Vi8A7/zFDxPwvdP0xP/1X7+XRsdndw1G15ppY19WT43QDVHo41P9/CxXQylOT8dg0Q+1Mpn\n", "+nlWjp4OJtIx3GOm4XhyuMS1veS6Itb8gqUIMWxJs3Oeh8vkLmLjs8n0M9TgM320FtncwtY5Ht7E\n", "jvXM9PHw+aT7o6t0ejw87vw6BrvpK3F4AL2cX4zqmqExDvezazW5fspdYeyHKqKUsj1CWrOF+Lk9\n", "E3o5szmOZqKrNVNgoBapjkqBWpr5NJcJuYZDoqyzH4ebYZssSun48ztai6qfxeYc3Lk0M6kYsjKQ\n", "jj6AWo6FDCWv8e3sJ3y4eItLl1/jbUe3y6RiHQN1WmpxfXdlKDcYXohmrnSVpTkanVgVshMtB6l1\n", "snMpdIgG0tQW4r0d62V7mdXTjLcy0cGOaVQiGf9Lq3jnPK+oU+3hpkWJDs9TyTs8ju08Gc//Y4/4\n", "uSoZ4ZhAgde085vNEOCVWfYPcMPekEAutPNr4/z2eMS8D2TYWeCTB5hfRW8pyil/dZTnL/JXa7hm\n", "Hdfs54Y0f3qA7k5evpXhWoiQ3T7Aex6mt8rRPAtztF/GpRsozHPvemZW0TPG6Fxo37w4xbPzqPOB\n", "JWafQe8C9Qmm6/SMkC1Sb+Xevmhgas2xJxdJ3INdtA0wWAr5gvGWGK2Yz7N2hr3FSI5m69F0dUmF\n", "+Rq7qwzkaU9FErclzaE8GvTWydRDamFe6ALVGlGVNJkLD72RCq9/Hku50D+s1knV6c5ECWdrlh0p\n", "Kg2WG/16G+/1D/lLHMi82s8ufV1PheUyS21hdydaYxbAYDpmCKw9Go1vY0UKxajoqTQYmGG5Gtel\n", "5VCcZjbjxmEu2Ua2wf2dXPNwzCtY6gv5iV+f5cOHWVPgJeUI9ZUavLDKJ0tsWxSnxESK+QzgZIz/\n", "tUJj/0KRccqImH/HCq4rYeUpibDNsifmkaXDUz3G+iqFFhH3nYuD4kWt8TTDNW7soq+HV+S5aZSp\n", "Oq/uY2cnO0o8M8ftJQ73cckSF23ipR08P8/4xjgVtE7wkbVUd5EbZ6SPZ42EuFm9zuZedmaYWE3L\n", "DMWd3NPHZJnqJK1DXDNFa43lCTZsZXeeRoFCjcISxWKET9LtLLWHIe/NRaPV8BKpVjLZiKm35bkk\n", "z0w6VDEnUuyvMZ2LSpz2esgvjCyzO8tiI7phD2YirLPQiPzAedhcZzHHoXTYxpZG/L4/HcZ2PBWi\n", "bbUsLfWI7y/mmvX9jde4J/1uX2v5kIuX3+CHZxa15Zmvs701Oor76gw2QhL6SIUNc+wdCx2eSjvD\n", "6fD6rzrIoTUxXObWodD7f9a9tI9xeIHx8agsSqfIdLO3k9XzrFni2kXuWs1ts9yZD5E2YuPfU+B1\n", "myI8desc245IEsGnlZMx/v8Lr8NHcAXeID6tCWcnzXDN6zoiDPClBh884PtP0JX5Sp0rc6ythrjX\n", "Q+Pf+fvPNNiUZ2eR8VVcv5f1NZzHeIHB9THK79YCX8zTlkEP8y0RYsjtYPdlbG4lXWRukJFD3H6E\n", "hx9g86WsHg6Z4j1rGB6ITtPexWZX66rQtLlxOXRy2jqj0ma8nd0bIgk7MEHbJDt66WqhniGVoaUa\n", "g1vyYpKWbHTwVjKRoO3LRI6go85cI/R18g0mMlFX35JnuqmvUk7xcCoMfxU9dVKpKNnMCj+q1Izp\n", "rxd5k0Hh/c8KmYQ5kR9JI5uOUNO8fhOpP/Ev+ctMpa73/LmblZa4sh6ba2Y+cgSTsyHj3NKgfzEm\n", "dFWnopTz/Ae5b2MspLVApYWDi/TPkzlKY5LRZTpH2TDLtXt57SwfKsfp7sF2zj8am8eN/Tyji5dV\n", "+MIQO0Yj1/O3Nd7Yyh/OhjPwd638Qe93D3BJeCo5GdG0b+NZQoLh0ub/3YlnrNSiTiARdjv1lPiD\n", "1cfDNfdl+YUGX9n3BB6rhecPRAXLrplmx+axio8MxW4299PWzWtm4g9/oZ+9F6CVKw+gmaj88uVc\n", "fl+MJBzP8+l6eNPDm1k/ELNoj06y5nbu3s2/jHPt1VwxwOJFHNwQsezMHp7VjLkv3BENV4faIh+g\n", "g8ZGnjEeZYo7a8zUo3S0sYqFFjbVIoe9pxoCYlvzMT+2lONolinheadTsQn0iwTtrnQ4sil04c46\n", "61NhuNuEN19vRE6k2IhwUB67HT9BzfnXSkkDYjOoiQ1jVCShj6ToxZDr7Um/29/mP2Rd5be9fmHR\n", "aIO9Da5eom0hRiYeaURsv7sWNfytM4zPc3Q/jVF6lsl0hcT0Q4NUOmifIr+dh+o8ZwfqVPdwY5oX\n", "TTbf714WBllYjBPFnc33OnuQF91GX4VfLPDtvcjyD4Nc32zEO5DmP2T53O4n8JlLODlOibDbvChD\n", "uAt/JIKPiUE+e0mFx3+M9dWmJvxjUWR1C/urmkHq5v+Xv8emkea5I/x0CwNl/roaNfIvK4S+Tu8C\n", "iy08oxpa8HfW6NvJ7gKlIvWWiC4uF5lKM5YNb3dzF/tGIhF53tVsSIc3vnme5VoY1upQjJ7IdFDJ\n", "sTxGZR+X7gvJ5EZPDAffgdZ86Pe0tTBbj1h8NRtdtWtqzOYjubqYDsO9o87aFMP12MjuaMbcd6fi\n", "smwRsj/dFYayca0nhDHPiZxAoWnAZ0UzVwcOYqQRXbotYkz2sQjaFjwkHqctRbreby79J96fu9SR\n", "9PWuL3/dddWo+e9dJl9lV53LlhluCZ2gQ+k4WXTPMlePcFJtluoE9/byooP0H6Kwmxs2MN7GBWVa\n", "R2Nmbq1CZoKbJpnZyJtaeeUyXxznIzV6t/LSNtZV4n5fuJCX38ngsohVlbg3Ha1CREjoUKLKeZo5\n", "GeP/BnHWfIsYubgar17JRSWsKMsR6rkmG4b/A6089BgaKz1t/NRwaMQfyPBns2w77LEHaZT4yRbe\n", "2Kz3L4zymxt4RorZtgi1PLiG8hVkpnjwwdDLv6jEmgx9taiIuSsfBWYbx2lfE+WW1QFmr2BwjGqG\n", "+Q0RclGmpTvi0AsVto4yneGBVUwWSO0J1c3CYAiPdSxxpCNq3EtLNLKR6G3U2JeOEs+5VDRjXSSq\n", "bdoyYdxrIoRTFFU35QZbsa5p7PflwqivFptCTnj106no5C2IE8QuIbvQEIa/SwyyO9S8/bHxA6Xm\n", "v7ON6+3Ovttn8x90dfWN3jy/6Gg6JmRVNOUi0tTmOdTcQQ5V6a9RrMUJZqoWVUgtaS6oRoXu/l5m\n", "jkYSfHiSoa9yfio0er5U4sCd7KgyuUhmkYV5xiqRBvzRTbHYX97Ll1dTK8T1/WA3D+1vfh4W+Jtl\n", "HtpCscrdR7lr7OQ+rgkrxckY/93Nfxd952CVhLOTSsT4D/SHx//Q4whsXTXA2+aP1+aPtrNt0qPn\n", "CI7V6zc92GNsrVDfzxc6KGRYtZ7zy0wvhDzDriJ7d7CljzvbYmj30ATblunYSKrG6Hx47gc20N7J\n", "no3UinSsC4ni8RrPXCSVi1DPRFNWeX2azACfWsOaDvrbIzZf64pu2s46C20hoTDdCAO51CDVNKTl\n", "HHuFlPJSKkJL+VQkYuer4Y1nUhH6OSy89laxaRwQ1+EhYcgH4vLLiVDPXrE59Anht1mxacyIDWZR\n", "JLLzjX7Lqff65/ylptKv8aaFm22ohezyXDVOR5ua+YCJOrOtjMySr/GsRabbWTUXiqG9VarTpLsZ\n", "nKR7NNa3v8rBzbEBPSfLff2xoa1Kc3kfba3cvpnlEr0TTM7QtRiJ8tlqNLVdcITPd3Fzna8e5VDz\n", "c7W2k5/Lc+0eDjWT1Lcm0YPTzMkY/1eI0s71J9y+Ian2OZtZOvkYfzEdhn9R1HfX07477JfjuavY\n", "kA+lyc+M8okqI4VQoPzbUhjSehv9q5nfxPQkxd28cg/LPdwzy04RJ78qzc4S/RPc1RGyxgM1eo7S\n", "WWJ9azRIrZriQJVGnlyexbnQxM/VWVrLyHg0QhXLpAfI1KLi5mghjH2uFmqauRwHUhES6cNoOk4B\n", "uVSEeWrpuF2lafwbDcp1FprJ7slcGN6GSMTOCa9/qfk1Jgz/rHj8NhHDTwvjXxEbQQv2iWt9uBHi\n", "aju9xrbMu32i5UO2LL/Bm+cX9ddZqrE/G568ZXbXokFs9WIkbXsWyVUidHW4FhtlPc2qWlMSeoqZ\n", "EiN3Ue0m18mWmRjKvn0DAyUmx9lQ40W4qY3XTXL7bFQepfr58CyNac47zF9upaOV2+a44VuMniDg\n", "dl4n/26hOalrOcTs/q4gqfs/rZyM8X8XXoV7JKVZZxnd7VzSzmwtxLeeiF76tkl+vz8Gj6dLPNhg\n", "/Ri7Txiq8dxV/H6G5y2wI0PXYJwudnVG09POeX6jFEqTr7iLv86zeSlKI7/dTMa++QDbcty8ln0b\n", "aMsycJC+5QitdNfQFSJpFljsiSHevWUyc9FJPFuI/MBCSzQ9FYvkizFQ/GiWVCFCQZtSIcvQmaWW\n", "j2TtqnrID5dFRVCtGfMvpqLyppiOSaaazVajjTgpDDbQiNg/4bEXNaNijdgweoWvVBEbQZsYJzAn\n", "fjcsvP2MMPzFBoV6v6o/9fe5S+zPvsYPz35Nph51+LtSVPOxOVTrDFforkal0+wyuTI9B6KRbWFj\n", "DHrvrIfx71xg4FBo9xwSnnylHtfreROh3PkPF1M/Svc0z52P6WGThdDrn0b7Ee4q8dkxyjVevJH5\n", "Me7ezvh23yX/slCL639sTOP0sXhWwmnkZDp8X43/7vS8We+QdPh+vxRZ3cZyN7/Sy9vqXFOg3MG9\n", "sx79fSyGNMLmLiYaLJWP/2piqVnL3UHvND9zKLzELy8Ja5bmBX38ajMM1NMIOYQbZjg8zZ5ZthZ4\n", "cQu5EufVuKudIyMR///WMJ338cxxRlqjMarYy2WF0MCZbIvhIr0LEaqZyoXW/cF0zK9dNx8Dym/L\n", "RPK3t0ZHmsP1aK66fCk2hUMlOlLRMNWXjr6BxWYMflaEcjS7Z9szFHNxCjkWqikLw76u2YDVSJFP\n", "05tpPm5cRsviYDQtErudoqqnrfk8ZcdbK3qaX+0iVASHatSqr3FX7hM+Xfy6zdXXeOPkTq11lpZi\n", "Y0tnoyM3U2XLcqy73BJzgvfXqY4xPRvy09vLEWYp5kO9c7rIaDMXML6HXa3RsHV+Ner3r5rgYJlD\n", "86zZxp5W7u9ibncMiJ+Z5fopvpzhCzP8TA8/O8Ozp0nXuG3Kdym17qvEHIGFHF9r4QML7J+UDGBf\n", "Sd7hFHT4/oaYr/tlxz3HBv7Hk1lZwkrQ1cEvDHFVjc+vZvUUF85xYZUDrXyk4LtF+fK8cksIsuWr\n", "XNLG+/adoMXSYPUyP7svyiDhkirtWWZbaCuyvZ0/b4kGnnKJWzMiftHktnm2dYfO/Md6wmjv2snd\n", "lVCp3DoZlT6thQgBFdfEQJHhpiWdqHF0Nja0VIFylewct/RwcC5GE3ZkQ2MmvRie8KoS32iPgeqZ\n", "VCQa5/IhiVBIRXXMw9mIkXdkIsa/T6ytvXmZakJ/PyeM9oJI1NZQbyZol4StaxUbxSbcK0I4Fc3K\n", "o+b3reI+XeIEUGo+dlqcBBb0k3qvT5UuNZq+3k8u3CzdCFnnfD2E4wr10BOazoRcczYdw2eml6Mh\n", "q30+wluT7eQmKC3EZl2fY00xGtAOd9K5j40dDFa5tRKNajvK3DLAwhEemOPIbOQt5mp0d/OhmRhX\n", "+eUSnx9jpIOtOa6cj9eSx1fbY2j9d7DE+/fw/oLjsbHE8z/NnIzx/z3NThPx7iacmaR4cT+/NRd/\n", "iPvmKXVxzxQXV8J4PRqdfbx0kB+bYqbIWF+EISZ3+Nc7HVjgG91sWoi/288XuXw1G1vp66AxwS0X\n", "Rqnf0BhXTjE7GFIPGmJG6yE2Z1lcxeaeCCf89Cxf6uQTxzpQL+DwMzm/m648DxbYXop11GdjoEp7\n", "jvmFMEhDhxjYw85NMQ+2ZZHLMtzXSW6Z4TkertPZxlImwjrrqtyTZy4XRnI2FSGXw6kIiwwLY9yN\n", "cWG0u4QRbwjjv7V57UoiFTYqjPhRrG3+367m7buat20R8f4p/6qBZ1JczwL2u97u9Lt9s/BBl1bf\n", "4DULi3JCA6iRj3xETUzp6m5Emej2luhoblli8xyds82B8+2kFkJFdO0wU90xFnIsw/Qily7Qu8TG\n", "bFTvNMa5tTOqq3JHQ9JhZioGw2w4nys76Jlj2xo+PM3oA7xhNau6onHur3O8aTT6Hsrfy6hXJDH+\n", "M4qTMf6r8NKVXkjCkyYVcelS88dNE2FY50t8u8oHjrmuj2B9J+vKkZjd1cnGIZ6J51X404OYZ/sk\n", "v9fBhwbjj3sqxR9NM9rJyyf46xJDoxHauGQ/z16OEsob8v51A6mkQu5Bg9Jqji7SNRoJxS8M0bPA\n", "Q5309zLWz0NpLsjzjHyUmM71c+UCfVUeLPJwIQaQ7+2g0EN6lkZLhFuG69GW8kCVLTlWFVhIR3nm\n", "kSptjfCaD2abZZyNKOvsTkXVzbQw0nXHE7lZYchnhJeeEgb/kEjWrmneZk/zuhabt28Xp4Nj9f7H\n", "8uWtzeco6LfDn/hW7lJT6es9b/nrXlqP0FOlHp3Gh4TfNZ1jOBXjIMup2LgOL0ej1va2uJadKRRo\n", "q7F/JE5ApTQH8zEQvrXI0gKHuhk+EN3OM4e4fF9IU1Sm4rR0VS1OkkMdXJkm38a1S0w9L05ULznM\n", "1Uf5VvPE9e4qdyyyPVHvPEs4GeP/Gfyg0PRPOHOp8+1p/qIzZtIu4YY9vG8sygWn5jzqUbt1nrs6\n", "KXeS6Q0dnMsP8dpFtg/whV0o8gO5OPIfTfPlXobHeTAfNebdjTCA7VVW17gnx+3dDGbZVOdwC2vO\n", "5+panAj007UcVSn999O/hUKB5+aYX2Z2IaQcNk4xutRUo2ylMRvTttpyYfAWc7T1MdBCpp38Mrvy\n", "YTQHJ0NNcm0qvP0+3NuIzt2Zemjk9ORj1uyUMK4pkZhdK0JAO5re9iWNOBUsNZO/nWIQzShGhJE/\n", "1tw8LjaILWIjXmpE0rhDvCdTYgOYQpfrPZx+t0/kP+ji6hu9o7zoduwXuYBsnd2ZSNZuSkc+Zk6E\n", "euopsst01UIuemYxksU9JUr1qHgaHGE8zVwlxODy+di88zXuSZHtYXQsTgVrZml7kJ/ey+/1stBN\n", "tZ/pISYbDM8wk+e8LIV1IUR39+HQAvqbXv50kqlRiXd/1nAyxv8XhHb/iQJgSannGcn9o/xOJXR2\n", "jsxy74THVVD8+hiXFKN+v7ed7ChvnInKjEI6bvPSAX5jIdQm7yiwrY13ruP8Dm5fFR26Y7u4L8cD\n", "/RzZzKoOnrPI9hzPKbC0isJBsqvIL4T0cmGOT17MSJ6RIs+c5es5Fgt0LrOvRnk5DN5kmW8W/y97\n", "7x0m2Vmeef/OqZyrQ1V1npw0oxkkJDSSsUSQQNiEXSMQJi84rHfNer3Ya/Pt8oHNOq3X/jC27PV+\n", "GK9hERgbMFlCSIzSKGtmNDl1T+dU1ZXjqXPO/nGf1khCiMEoINzPdfU13dPVXacrPO/73s8dFHlo\n", "2J7NcUymbH22rCCCUSl3cwWFoYdc8Cc0nM0HoOXIJK3rk6hrEH0U0A7dRQ007n2EDOjtwklD7pQ9\n", "HqNnwbtdDqlzRxB0U+A8c2cKLQgxw1sEOH+aiJEhyU18JbCbc+YNvL+zn3WOTgNBNIfwIahoDHn5\n", "17py8uwYOnm0kL7BH9Z9BwwxanINMJpq8lVT8Namuk4Q9QBUa1Ccg9wETCzBclmspfUH4D8ta4Eb\n", "H4DNw7C3AA/6YHEU6ktafMwDkMkrB/lQBjbNwWRlrfG/+OpCmn/8Ob+KtXq2yoW5oj4uuBrw15Mw\n", "GofRDvxnT5X7l3Fv8UDwRsGEQ4NwkQ82heBIDjLjMN2EcBMeqcCRBbh+K7yyAC9vSVzUn5Hn+4wB\n", "lU2QDUO+CSdiMDQA9baa3sR6uCupHeqJEMzW1cA2JJRbexolTaUsGZMFAkBUPjNBrzGPI2/7TW0N\n", "gTspWIp5mbbo+3VTL+lt5nnlbJLzUEwQDTnjLsQ74LS0kIx6j8Oqf08S7fhXvfd70WgMYKP39Yx3\n", "+zqCkvqBEDfwgPkJ7gzezMu67+G97SYGOkU0kPVC0pWuYciCBb+8/k8buuag5wQaMWQOlwvCOluU\n", "T9uCfFePUSOr3ISCDYthiHbArMnGeakB+RJcchKWZ+HLKbjFD/P9cDYL0TC8dB4mNwkq2jerAfvW\n", "KsRq0DOp18Nd/fAtB+6cZa3xv+jqQpr/Wv3kVwumWzBdkdtiLAgzeRj3FpGDJfif2+CdPiVItSrw\n", "ugb4V+DXSqJNPuKHI13Y04B1UVgIw3wvWGmYCYLRhp4iPDQMHUtwyFgFom2wNsjGOeXKp79mQ3UZ\n", "ZpK6bf+K6IVLthxCh1Jy+awHxFI5barBl+sQbig/ttKVf1AdDX2bDmQ92KRiamGJegZrq8raFmrs\n", "JaDZlWYgFJMuIGNK7L4aTZtBi8E6hPMfR2a3IbRQ+FAzb+OdAMiQ4SY+5XnyvKOzn4yj33Hau46O\n", "rcxcnynzuEAT6nE5lG73KKVdW4tI0At42eCKshp1pYE4WoVSGPZ0IVkAfxvaGThkQDIMSxkopjTs\n", "ftiA7Chc34SZBTgT1HxgYwTO7YSdbTGk+pbh4QU4bkG6BL9ah1vDcOoInHmik+tavYhqrfmv1ROr\n", "Aw/Mf+9/zxXhjrz88/sa8NI8TI2JGx9BMNO4C1fl4OF+8OUUgFK6SvOAcgX6p2CqCeP7wd4M2x1Z\n", "Bg/Y4ER0SkhWYSUM6TiYQzDYUdJU2ifOvuGDaAz6/bDQ0okja8BsSGZmSwEFnDQNLTq2AdmuRFM9\n", "pgbiEz7BRHlDSt4oGqhuRPDJJOLKh0w111GfR+1EENHq7n8IwTym93MJtNCEESTkQyeMLGB6u/1P\n", "Bm/msu57eH+7+bhjZ8CDospdwJBbaNwQJ/9QSiyljiNlbr8JU4Z8ehqmhGozjhaKnAOBliiziZr8\n", "jTpFj5vf0eO3eQkW0zB2RmEuvrCYUEOTEB6B9CI8FoKLgWVLwq6pYcVTDpgwPQH/uAIPxGEyD4VV\n", "W5DVnA+L7+H4r9WPa601/xdvrdJuf1jV7iqx3OKH4lqfnFfDeVtTTJPPFySk+lIUzgbhN5qiW34r\n", "ASeCEB2ClywowzVcVfRi5wSMtSCSg91FDZhrSVixoFaETAM2ZuFsU7TNRBBqISlN92U1aO30ygnU\n", "Qrv9mB9aHWg2RIkMm4CtDN0zQe3S/THtjCt+CFoyHyub0HHVrH0ejl5GJm1ZU1i7BZRc+fasUjkT\n", "3kOfR/1uhfO+PRXv6TiF5gcbyDDPTXwxsJtZ8wZ+prOfLY5OEAFg0JVSOIlOTwk03O36JDZbdGDE\n", "UXbAkKfQTaD+6uvqlDBlCurpReylRB1iJUUz9hfh9kHwVbR4DPs1a5nphXYNeqtQjkNsB2QTel4L\n", "ATjYVsLXeAp2z8FYAU5bUBiBGyfh2hrcmoK/qsFIEK7NQSqkbONbx3laVtnjFYPr+vTpIysy9Fur\n", "F6IuROELIj1vQ9SG1SnZ0+wQn/X6KGsK36eWAXsG4OezcE0a2mGYe6LN8jPUSBreMQyvS0EqCaca\n", "XHikngVH20rb+oYD363ATh9UfRrWDvsUgj6cUkP3J+HnVmBnHYIFOFmFh09CdRBem5e6d50p5e0h\n", "E/KzcCwCxaDyY0e6alRzATgeh4Ug9IUgFRRs0esX7t/xK7axWFdgSbQDW8pgRHWi6A2oYc4ZSvDy\n", "oZNA0RA8E/IaewcNO/uBLa5OFCF0Oxt9voCXsOVBRQG0fyqheYEfLRpnXSi5N5D3fZW/Dd3DBudG\n", "LrcmaLtaIPwI1695SuGMq4W1beqU40eWCJYNXROyPqmaJ12YN7yoRUenhJKtRWulDr5FCIZgrAp1\n", "C/ZH4X4DkpZM/AwHZkKyZCi4UO+DygbYsgRz/ZDfKYqpvwv3twUzvQSloPUuKa84MwnXl9QKHhqA\n", "3Rth/ZBymK8Ow2IOJua+z+sxCh8cgY9a8HrA7YN717J9n5v6KM+CwvdjwHvRtOyJO8VX/nOvaq1+\n", "lEon4N8l4Je8weynovCRJMyUfsAPhuCGDPyep8a8PwiV3A8X4rJSg9tqQAw+PAK/VlNz/IPNoh3+\n", "VAm+aiswxd8r4ZRhgVOHszU4dgJeacP4GPT1wZm05gLZc3AuADNTUJ6H1yZg8WWQM2CoCstN6E/A\n", "WBy2deC4LW+aqgEDXXnwN0KKS2zFRCG1PffOFGC3wReHWQt8AallU6ZooFGvkZ/Aa+aGaJQVzh+O\n", "yt73TEewUAgtDuPo5BBFm10XuJcMHeMm7g3upmbewA2d/Vzu6GQx7+p2QwZgyMO/4SrcJGZo9z6K\n", "5hx5U6ln844Gx7gyc0uaCkoJmKKsRh3oq2ugvpiFi9taNPYswHIPrK/DWBbaOXgspfCVrA8ScTDq\n", "otY+cjGsy8Nlk3DE0vwnk4cHOhD2w948FHzQKkMjDN9dp3jI7Wn46Qa82oTpOGxahL1xeDAB1ad5\n", "PV4chTda55XiP9uBO+Lw8Jq3/wtQF9L8b0Sa9X+GKdhaPfs1GpQPy2pd1IVMyGsQz1Q+2OqeF4Ht\n", "7S/zCc4AACAASURBVEAy8s+4gCgM9Wt33Od9xJfh1Cb4dE7umWNFONILX4sJslnpwMwpWNcPR3yQ\n", "HoRtcdjQEl8/tQN2OBIYfWMUDlVgzIQpW5TMUhxyAQnB3JTnxdMCo6U4yKMpWL8oIZkZEc5ddQXH\n", "tNpq/j2mcP6cA/jV1BdR8855H9tQYN0iasRFNCBeFWolTe20/d6sYxBBQGf0sDDMDRwz/5xbAzcz\n", "3H0P77OabEeLRQ+Ca4qO7rNqSixXNs6HvRQcce4tn+is1S4EQspAPmkIjsraMGnopDFpCG5KR6UA\n", "jnUg04ZSHzClxj7mhw1NqDeF298HbMjLmTQ3B7NBzTYGW0AbRubBLMBhE8IFODYIyz6IlOEBG94W\n", "h00lONArn6b5GMTrsNWAe7zE+UHzPPPpiVWw5Qj6+NfeyWWtXoi6kOZ/FL1yF5+D+78euYb6gE8C\n", "f/Qc3MdPWM20YX8vXO0pZ+8LwsQz+PE/XpbYHQVDDfsbYVH+fpjaloP3pqAZh3M98K0JeF0LNlTg\n", "Zht2JSBiwalhuKoMbhcOp+GwDZfUYWQjnEvK6I2kLImXR2BbAOIVSA0p7etYj7DrUK8YLzlk5BYL\n", "ifkS8kO7CZ0GhBpK/yo0tDvd4JclhM+GrT6dAmZD0G0rS2C199RRQ7fQ2yCKdu4ZYNqV42gG0Ust\n", "5AfUBXaY+nrIY9k0AYMMCW7is4HdLJpv5rXWftIeG6fzhPsrIq1EwFTzXr2GLeh00TCVGOYiD5+G\n", "AYMNiHp5AyYydevraKEwgW1tWInAFd7Q2PFDKgwHx2CuCpuBDQGYdQSn+QNQ7IONDWhlYaEN3aZO\n", "JZESbLdg/CKIufD6cQgswnfTcOcMXNKEySH5+gcb8IYm7OvCF+Kixh6uglOEU6uOr3600nl+PnNV\n", "iRCLUc1ZPm/BmfIP9xpcq2erjB98Ey4HvoIsnVcNYlzgjT/iffuAk8C1iFj9EPDziDO3Wu4FXuO/\n", "sNrcB3t7wXThnhKMF7gwh8QYvHlAkMfxJty3wIWzM8Lw4VH43bqgnpuH4HAMNs/CX4fhkhxsHIRq\n", "El42Cv1VmM1B2S8/+SuOwFIcmsMwHYJMDEJV2H8ZXO2DtAVGSRj+tAH9NfkMLfTBoF8+/E1Tf3M9\n", "AmZDp4aBEswEZFFR6YNOXH79uzpARAKp8a74/VG/nDrzhlTAZ/0Q8cF6V7t6Aw1yS2gYvMsQJbWG\n", "8PK8ASOGGng/2t3muYFD5id4IHgzP939MP+622QcqFpeIzZ0cnDwvP5dYfUh1PhriF1TdeUCGrNF\n", "M+3pipLaZyvWMumK0trXBbOt+cSCX6ypsl+365QhWNdid2YcsifAGoDreiWcm42I8VQ2dMoaKMJE\n", "S6wdIw/dRRnq1UNwfVg6gt4K5Gtw2ILmAuwYlBL7hB+OOzA8A4drcLYDnXm4Z4nHo1/fPgKvMeHh\n", "GDwAFGfgTIXzZIUmFz5zWqsfrn5g77yQnf+ngT/kyX7+z4YV68vQefmc9/XngTfx5Oa/Vk9bZwry\n", "28HgB795grAzJVHQw1X44jjaMj7dz5lP+N5Tn2NTds0A+xJeiHcY/ncd9kbgzY78eIqbYGJI1M+t\n", "p2SwFkpCfRAiCeG91SHoj8DKsCCrQljRjc2osH93ASZzYKXgKkO2Dd0wHA1AbEU4t8+v3b3ZBKMG\n", "Dw1592NCnyE4YpMDJQt8EQi3NChdNgS9WAEYNeWnP2NIGbwR7dQbyOPHcCHh6mVvod2q7crArE6G\n", "Cjdxe0AOnL/U2c+rPGXuEcTVL3m/w0bX1IOw/VWvoNWHuQukDbGJDEeq4pQBi36Y9MsozgbClv6O\n", "oqsf3IyYSBUXjgaVVBZ15Xq6fgZyITg9CZ9LwLaQhFm5prQQrTw81oDwJFw8D80i3JmFjQ/Bhr3S\n", "L7T6BLtZNuTq4EYUDO+kIOZA/6JYYPuKcPocT5oJ/lQ/fMCG0z54ZQxe5dcCcXscbpm+gNftWj3H\n", "dSHNvwZ84jm472GeZPvLDHDFc3A/P6l1ITTNALx9FP6Nq+HnP6bhz1ejop5SvXF4zYCUskfacPcc\n", "Tz4VtOFuG2JpyPbBegfeMAOZHNgZ+M5WGBiFXW3tJnMGLI7Asg2xLpT7YF1TQd79Hcha0A3BVQWY\n", "HYX5hMJTghWtP7FlWI5DuiGeeyUA8agyAYJVNc2WDVMJee/3ZKE/rAzeeVPePTM29JmCiXIRNckm\n", "8rl/qSGdwqo1w1FXO92NHv2zg3Jqk36o26KGmq4OqducG7jV/wnuCt7MRd338JZ2kyhq+i46pfSj\n", "RaZpes0fLQwtBDHF0eLgBx5zNW9IoUXN9Rg3OQdmOlD0y82z6mUIz9nC+mlLIe30yI7b34WmT99b\n", "3KBM3j0ZaQGaTRgtwMZlyNbhpE9w2VwSxodgcA7WJ6GUhQHPI4mo4KepKgTz4KZhx4IQ4HYbNhZl\n", "Gnh64Xtfj1EfjHbhwRz8XBNOhzT8TwbgljA6HazVC1gX0vzvBv4A+CpP9gV+9Ee87ws9PXz0CZ/v\n", "8z7W6oJqJAZvBa71/NWDLjyYhgee2vyDcOMgfKyhecC3Q/C7Obh39gm3seFLszC3HV7nKELxfUW4\n", "cxfs3iKP/4AB00kYfgiWN0BpGEaWFZD+aBJKLagvinNejkPDgWwAelswlocHxmC0CeN+NUJnRa6V\n", "nQSEu1L4ZgIQGIBIFVILcDoO0yOwPQiXOqJ/3m5CxRYsEnA8D31TA+HV2MQW2uFH0YkAD+MfNoS7\n", "523tlJ2uBE/JAAwEMpzhJj4ZFG//re39jHong7weRoqu1MQ9wBZvgLvg6n4jHm6fRy//Clpfh11d\n", "Y8CCik+LRMWV26gdFJYftSXmqjY152ilNJsYtWC4Bht90FOF8Tb0RBRgE69KjGf4tfj0mzDfgeK8\n", "ks9OAVt3waurMJuF0DkZ56WqGqgXHoOVXphtQaoE+yxYjEOqIIHdg134zvfh9R+vwBeyOikt+OG4\n", "CRd3YDrIWojLc1Gv8D4uuC6k+V+Knqy9T/n/H5XqOYt4bas1ytNTVj76I97Pv/B6qo+/+XRvPL+c\n", "K1dD2l/Thv8ZfZrbWXBmDoZ64BfqGh7HkmoE5Yj45Im2nEJ9RVkW5OYhlYczPjhty4/fH4HBLqSK\n", "cDgL8VmYTEHfLGxehnpYv2NxWlm+k7sgU9fQdTPCrwt+ODkkPxs/sqQmKOpm3JBAKoWabdsRT37W\n", "kJp2nSss3+9BQMuGFoMCHsfeAJ8jXB1Xat+W+Rb+yfwzHgrJgfOadpMdCLvv6GZMINuFqgk+F3ah\n", "U0vHJ+ZSxNDvr3vXYZuCl7reNRb84vfbHkW1NyTYKe7TQLXdgpQNjRXBL4UMWDGY8kHIhrgFxYhY\n", "PvkghNaBEYFr6wqbL+dhvEezmL5l8Ic0wM4Z2qkH0rD8mPIbQqbmLxMdXfdsUic3qwJnRyRKcyb4\n", "vjOjmbLynob9cLgfrlqGQwH4hzZ6sNfq2a19PHlj/JEf9AMX0vxf8c+7lh9YDyOaw3pkjXgjGviu\n", "1bNWM3X4+x4IRcTe+JzPG/I+tbramTWAkwH4dgKOddDrw9D3CcD1QzAUhC/l4FAJhltw3IVXtJS6\n", "dSqtN7o9BoWUAtSTDtR7odgD01OwvgaX3qJQ9vERWCnAYkjhI9ui8E+9ypEN12F8GsyWhEc9UfBv\n", "gKmoduaZjgaTA8twsB+c4PkTQ9GGVlcLgR1QA+24yum1TLlY+gydChZM8ff3dLVAWajxzRlgWtAX\n", "yNAJ3MTXQruZMm/gxs5+Njjng9n70Y4/4YqREzQ11F1GfIagowyBEe82qwPtFUd8/5bH7pnxaz7Q\n", "QFnHDVMQT8TU3xSwpVGw4mAPwkBNuH2+X89ty4XbUJqX0YDhrEz1TgbgsWUYPQ0rKcDWHMb1kr2q\n", "bQnt/C4shcQK6j0C+y+WuvjVNUE+B9fB5gnBYx9chCm/noe/H4KbJ/neRcCV9mSmJDfW+yOwaEP5\n", "qdbiBuLNmminsib4ep7qQpp/Gq0iV3tf7wN+F3HTfpTqAr+KcgJ8wN+wNux9tsuCL83AkYSES2dq\n", "PH2kVwc+swATI3LaHOjCK+qwfS8MLsGptjxmPuLA3hocasGHEvAX83BlEpY2wKihFKhWC+wDENgG\n", "oVHFCbY3wu489LahuAF6lsSRzwD7GtCOQHQjVFsKIR+1ZUU8EpFlcSMPxssg0K+mG1yCUA3C/TKG\n", "8+XhYFaWzT4Xym0YcGTxUApoN71iiJdeNaQhiHa140+bwujDHnWy4ylokx0o+N/KSd/H+Vr0Zq7q\n", "voe3t5skEIZfQrBN2mPlVAxPQ2FCn6P/nzU1nDZ8ui4f4u9XgrJSCCEoJo7EXnFbp6WFoE4vEUPX\n", "lTb0eysuEIV0QDGO/grsPQdzYcFF3RBUGpDw2E4hR/DNmbQYWiMLmrfsOAVGFu7pg+UBsBfB8oLs\n", "e1twep1M8/oTkJyGl1ZgekAD+YAJuws63bQduMQHNwf43uYfRP3FAppPoH8+sQzYk4O3JaVYvhP4\n", "9AxrJ4PnpS6k+X8KOAy8Ba3S7wL+Fvi5Z+H+v+V9rNVzVxacugAdQKkiHvYvdNS4pkYEBxzogcGQ\n", "7JaDR+BTgxAMw/ogMAPryrD5ENybgPwA7JqTKKunA/EyzKbgtefAWYTHolBNQ6Mr+ObeIQgOwhur\n", "onoeCEBnACYsBZmsb2gQbG2WqKzeFMSxGIDxBgwtwKQNuZbmAxjyq+/kBHf42+D3GmrSE3pNIXZP\n", "2AD8olD6HZ0aggb4LRhwsyz4b+LW2MXUfDfwn1r7WY/2O360fhqomR93ZSA3ZKiJ17z5wbxf8E22\n", "q1NGIqAUso6p/OCSB7fUEdzkM6SmHXAh7Or3uwgaOuvKhC7hClbDkaYh3wsjNTmo9vnhyio06zC9\n", "UZRPfxk2dGEiCd8OKs4zHIbMTs0E+vKwUBXa2leClz4Cd+2AKzJ6rHd34fhFinW0Q/DgKAwdgceC\n", "IurtteCf/BCLwhVZ+TjdmYexILwpp+fsIPApLxHueyqixv/bnr/PXj9MZn441fla/XPrQpr/Jp7c\n", "6D+KMvLW6sVdEbgypU/vKwEt0RF3tZVxO+LCZB/srMKrSjA7DJ/fDe9b0lC2YMLrs3BXGa5KwQ15\n", "+F990ErDqwtgBuGxtEzX0i0NLQfr2oXP29qJHhiBlwVgowXDDaillBMwZAkyOrVLSWEXRWBzBSYb\n", "4ASg5Id2AhbbaqLbKuLtZ0MQ6gfTCzqfD4BtSwfg89S5Rgs6AXnm9LjivEcNNfSqCwHnRvYHP85X\n", "Y59jXefdvNpq4qJFwzC0ABQQ5BNxoerXWySDIKC6ASVHp4B1jmCgsqMZghVAMwRDIextV1RNPxJ9\n", "2eitFUIku34E/ViGhvUBn8zsWo7SuZZDwtGdJRgJwKkEEJW3/5k47Gwq4KVThUQZkgOatZg9YgZV\n", "O6LvxioaCud3w1UR2NGCfWFpFao+uNWA4BmoFOHhEBwbgsEKfN2V+Os/9sGvNMSI+tg6LXB/WNJj\n", "MGtCIQdfmeB7B72Gdvyrtb4rId9aPR91Ic2/Cfw0Yv0AvJxndu1bqx//isAHRuHtHcEcf5eAT03B\n", "QyX43KCYOw+FIRSC18+Ke98/DtOb4e6iGuf6Odhrwtcr8N878I9RGXq935Fa9ESfXiYVH9zcD6OT\n", "2tEeXhAMks3CoE/U0pWkfGrqw9DyQ7KhxkxS1gaWDQdykG5D268d5qYu+DpAApb9sGEOjDiMJiDd\n", "BDMgq4e8t5NO2JBwJLyqOaKDDgM7EPbfNbOcdP6Se+MXU/bfwM8072XM1s67Y2ixW23KaWTgFjGU\n", "blVCpm9x7/tFoMdWgw8FlRc87lk2GOb5wa9jeOphV9fZMrUI5dEJwGeI8RNyYJNn32x5P1dNQ64k\n", "p9Jzcc0tMm3YVYW5CbhtUPGZyy40lgQdRVuiw0bLsNgLfYOwYwlOZ2ElLSvooRloJWFrESY8w8Du\n", "KRidldleqgc+dALOBeHrKdh6kbQD3ynDG/NwtQF3h87biAw70Ofj6bUlHbjdhUsCMNaVNfiptXyA\n", "56kupPn/WyT08naJFIH3PGdXtFbPQ12WgBss+fuAdqv3xAQP/QlweRqmZxSg3hOCcgd+fgF+Jwqh\n", "BfiZpuyEb/W2q6uDvd6KoI5DIYiuQKYL83mY88HdJWHxkY3wsithexgWCmpQtT4wO3CyITuFygI8\n", "FlGTsy3oXRQcdLwHWpbUvUMBMLs6MeRzYPWLvWKg3XbVcxr1Iwto29CpIeAIZ1/sQtMvC+iW7608\n", "Zv4Z98Y/z+Wtd/FOqwkuZGzRNO2ABqL9ht4GfYjKWUGngVnUtI97g96WJ7SqBsRtL6AmnDAVf7ga\n", "GznkPR8BA1xHEFbZ1H35TT2WQ7YWlYorvcSkocFvsgFb8rBY1+I0F5Hj6awrM7jNTajF9Ps3JiHV\n", "Vf8NnIPNVZ1OpvrBqsNIC+wy+DKwOAXpFTGyToZhYQJeXoVwGm7tkaJ7syMK7MUxwAfXt6ESg2+4\n", "QAvOWjIO3NuRjcjx76fkteDmWZjNKEDoVAHOXIhVyVo9C/WDmr8PeCewm/PNf82L40VfTdfbzRrw\n", "jz0w0aNjPxVh/7dVdLvZRegfgqs68LkI3H4cgjGYD8NJE768wJPYGSt1+EwZNlwF16UgXIK3+tRA\n", "7yzB6W3wmhxkK6JZXmzB7T7Il2FhAeKHwd4m0ZKvCpEiuOMSWS0loZyGTFPCsoQD81kYqKth2hlZ\n", "SrS7cvSMujohDLgQcWDeUpKXa8iNvM8H58wMuDfxhchuZsy3cHX1Hq505XrZNZUV0HYFsfhdDUWH\n", "kM1DDHn596C3SQA45+qUYnU1ED27CvuYsN2VP5FpazheMaDuauH1ISrnZo8ZlLHB7xdNdNHV4XsK\n", "6HVE2RxGXH9fCULDYlrNTCvM5mwPRPo9v6QGXGwov2AxKVuI+3tgfwo6EUiVdZoa9XyRjKr+nrki\n", "PFqE+05BqqEZT6AFe+ZhIQ2NRZgIaEbRvwC3B2EPYnrddwYenIT/nIP+KEw34OGlZ3gxttYw/hem\n", "jAu4zf3AlbwwwgxveLZWz3J5visjWdgTgVoTAnn42zbcPc2Tn+sw2iR08ag2sGsUtgbkmPnNec6z\n", "M8LwvlEIXwTXhRUK/69m4baUhGObh2BLEDp9EBuGngbs88OEHzL3QScKPdvBHoDaEhSKcOVROL0e\n", "WhfJ4tjOQU8bljdpiOtvQaOuXIOqH3otWMzI5nk90i5UA3C4roFrOgDFEPhCN3Aw9OfcFfgcW63/\n", "wvpGk7ihYJWdPu3GywacdDxMvi1W0oApIZcf6QZegvD+BoJ8lrs6EUQ6op+mTTFk1qGdvWnq+0Ou\n", "FoCarYUFWyIvXxcaPg2ffS7MuMLdjaD+lgpAE0aaMDQNdgQWa3CiC9sDsDIAZlT+TWZV1+c25G80\n", "acJEDS4qKN+4UZTNxlgXzp3TqY4uzByWzYSvDiMp6G/Dhml4bRN+fth7vkPQScN/P6mn/qsJ+Bsb\n", "jp7mhwoJWqvnqH5g77wQ2OcgMnb7B85j/S7wpR/p0tbqhay2jttvSsPeIlzWgK1duWHevZpsslpP\n", "od1dmYXfdeHaCpz1QXwIvrAM1/VAs19+++lFcBOQz8BX0vKH3xyGLSVYiCvjt9SCh02o5GFrE2Z2\n", "QDgmbn38MIwuwW0t+GY/RIOCKrJot130Q3FFebZWWJBJuAGxAGxbgXwAKkkv9cpVMw3lhc+Hclnc\n", "wE18OXwxS74beH/jXoIWOLbya30GLHoGauWA/i8KOGH58iy58hQyfMLjy4ZYjUkE55Q9GmnEu++W\n", "x+hpo9OWz4ZpT/Xb8ZS7g542IOLKeTTZkFirEfBsFGyw/DKgyzRhnwmPhGFuRHbVnQD0JuGsDess\n", "6Klo/kFYdsw+Qyclf0M2EqM1j1bfA0dMbwbQD405yLdhpQVXWXBxHUpjsNWG++MQPion2CRwcQPO\n", "mfChQXhZER5qwdFZ1hr/i6YupPmH0av6VU/5/7Xm/+KujjzaX9s4P5wrrvILv1+ZsMlTjIJM2rJJ\n", "ePc6eF8NTtjgZhW+nvUD0/BoRI0yFYF7EvDT0xomT1XALcLvH4P702rYI3G49JwsBMbHtMuuFhSc\n", "0g5Bj187+nZMrpT1Jqw0INOCqV5RJ4/1eB4+LZhoQ19bTbvfhROBt3E2+nHuT3yeS1vv5j+0mwRs\n", "WUx1gEpTuoK0A2cDeulnTDW7JUeOm5YjH52OH4ZNOXzOuTJlq3q+RSVDsFKPd0pwUQOeNeQyepGt\n", "QPuJIPQ7gsNTHe2tnC5MB5TyNVCXA+iyCVtM3X9vF3IJoa/pEgQiEEtI6FVL6DSWLMERV6ZstCHe\n", "hFxXz98OE+ydXlxlSyK8+aQWuYEx6DsDp/vBnVUq21XTcCInmOhPh6FRgE9XNcilBO/tgd9cRCvc\n", "Kq4fRLvOp4kK7UnoNTRnwVyFp58FrNXzUM/U/P8I+C3gm8AXnp/LWavnsRy4ZQn+3wHY68hw7bYC\n", "z6yw9DDpA36YD4lyeaxfDiATScj7NRzthuFAC+5pwpKlOMdOAbYl4NspmJyB4Gno3aoAGN8iXDEt\n", "4dKiCfWkREXbHoZOCc5eD+u6sNwBpwBne6HR0c7bjMBDEaAK3UFh/INFaPZBb0k75WJskIOhT/LQ\n", "4Daq0bdx4/Q+emMw41kYmLbM0iItefhMIYZNFjXrnKWd/FHkHTTmFxzTsGHOATegJrq1qV193oS4\n", "18CzriCkIELODBe6XT1WmxwNdrvoVFAuSYTmS8tjKGJK4ZzvEw11a1N2F10XUk2Z142GZaBWM2B9\n", "WxoIKwI9JShWIbUCobiucX0H6j06YfU1NBQfykPDr4XV58IlFmxNwmd88KqCIJ9OQVGcDUunj+En\n", "NPQdq6pcr4lv7Ic39oitdacFd8zyuABsqAc+kIFXdGSnfVMM7ptlzevnBalnav4/C/w28CHWmv9P\n", "aJUq8CerMVI2F0ThvW0ejEvg+qh2wU4f7KrBeyqCPH4vBF/yKabhuhmYuUhRjZG82BzTDdhQhctt\n", "ONyVIMvfgBUfPNaES0OQT2q33d4MvgLkGlAalGbACkPPirJq9+ThQBi29kF1C6zzi2KZb4s62srA\n", "Cu/iSOhP+e7gl9iRfwuvPtdgqATNIQhFJZpaaIAZg3gQ8EHG8TJ1ffLsn/OLihkwZPvc8lg/hi0/\n", "o7Shzy2/Tjkjjtg1yz5l/vp9av5RAyxLKVo9llTTYc+980wInITU1fWQsgo6fkhF5UV0xpJwbAjN\n", "BdJt7dzzadFYo1WFy8wGPUV0CcwZLQAr/UpR29yGmSCcjUO/H7JViMc1JA9XYLgL4/2ygug24TNt\n", "xVYOLWgY/Y81Lc5fiMJbmxLlPWhzHiaMwrt74SOeaOvbISj0w6EFwIAr+uA/1HTS3NuBczG4bzXY\n", "YK2e53qm5v8tROuM872ZbB4He61+AqrFM7/5YvCqfg0g71+RP/4VRXjpgnxrTBumehQW7nNFxeyv\n", "adD44NWQ2Ap7LBg6BYWycP6elJrfHgMe88EdObFMdgATLpR7YHsD/DE4l4NIUgPOsh/CCXBDMNKG\n", "qUHlEG8Pw0pMkEs9ALUQDFs55py/4ubcbiq+d/LeQ7eyuSsL6NMhqZizDmzKQzQMeUchMRFH9gxF\n", "Rx4/WUNe/47nBdTvQH3VE8hUrsEWRzvzWFeN/iwScvltOGtCfwuGfBqinjC9MJeoePcNU3/XDJAJ\n", "6m0Vqsn+IYL0CkYTri/A3WktRLGmoKdmVLMDywc5P8zWwH8KfNNy0hybkSdQoQ7HLEj0QmRFQTFZ\n", "FyIVmE9p4WoHoDCgheC+Iah9B75yBqwcJH1wvA6H8npJ/H4G/k8MKh24c4Hz0I1Pi8Rq7bRgMOxp\n", "Qtd29z9m9UzN/ze9j6/yo6d2rdWPf4XgmqzojacqHt86BB8Yhl9rCgf/q0H4/aLokgO2hsR3tyBc\n", "hOKi3DDzpjxmpl4Clw14IqesTOZaQLoHEkGomcrJzUbhsjD0nQJfExqXwqULUIop0MXw63dmGmCN\n", "epm6lnbGrSHYFIZ1hmChuYB22Bv9N3Iw8Qm+FPkCW6vv5G3lBhfbMNgGf1TGag0XuZTGRblMGZoZ\n", "tA04Ymgw2rJlDW045zn+eVuQRsenvVG6C/mImnHL1uEpBIS6mgecdWU0d9jQTCVli/kz5sCZMCS6\n", "+pl1numc63gWDj4pePubsmpudhXpOF3RqSLng4dSsOMk1IJwtCnxWnVZUZ87Z2DXWT3OB7doZnFi\n", "RuZ2ZkaeR6ctifWCFjQa4K/DmSrEzoBVBLpQtbWgRf1oSmxpJ78q8k8nYe+wPr+rCgdMuN4Q1XZf\n", "GKafQA1/KA9/nIVXWjLR+0aTp/eaWqvnoZ6p+a8O/56p8f+gAeFavTjKL+rnb3RhrANf7IU/Rs3s\n", "dV0NdgF+qgOXroepCHzThNtXYL4OBzpSuc64cOsshAehOQDpsLxkEi14MCuGzjVlaIWgvR1WPCfL\n", "n52FyY3i09u9aqpuH+Q60iSkArIb7nU8EVdI0YITrgRKixGZwfmDWU6Zf8nd0T2sGDfynrl9xGzN\n", "BeoZOFyW4njIhJE6+MLQCIqS6XiJYMmIMnHHbdhgw8au+tMxU/YKBz18v2AJbim7UKrL4sHyRGmb\n", "kX9Q1ZWgLASkXYnDkj41//UWlENqrGZXC0zTgFMxGbO5DpzuwOYWjDrSLNg1ZeraLjT6ZeJmlxVB\n", "6SzI6O3MMqwv6WcaLixl4YoeQUn0wPIKbFiGYAAGC9ILTAXFQlquQbWu4XMsAa/2w39zYW8D7grB\n", "7wzBHVOcf8/H4AOD8GsezPMXPfA/2nByM6R8cHQFjk6ef5nNlOCjFnwxAlMWlKus9Y8XrJ6p+e8D\n", "vo5onqee8r1twL9Cc4GrWasXe4XgGlPDPoB31uHLKbg/LxuE1XqgX+4evzgO30nBgyn43BloLouv\n", "jwP49bIqAsUApOpK2nLjMBeH4VmopMRcCZqyNq4OadfpT8OwBaUeuLQjZfBcE7INWIiio0MAfsxt\n", "SgAAIABJREFUOk1IF2AyDmNRQRYn/Dfy7cCfcU/08+xqvZtfXGoQCUq8ZFlQbsCSIWplOKU0q3pL\n", "BmV+F0aqwucXQtq1V2xYMATLmKbILLOOrsHswO627C+mfBKNTbvQaWm26TOEhCQDgnZMUzbKBc+O\n", "uuzCpE+39TtaHAeBr4Uh7kFLKx3YUpZwq+lCMwTWsnj5ZlOD5h11MLOQnYVOBqbqcEUFUuMwvR6K\n", "/WAOQzAFL52FbhoO9kqktdjViWJ/RPbYwS0Q7sCVj0E9Cq8Jw3wE9s7rub+6DRdF4Q4fjw9wd0bh\n", "2s75HIjLu/DTWfjdCRiz4f4Q/F4O7ntiTkddmou1eqHrmZr/a4B3ADehVIoq2nbFUV7dZ9FUb61e\n", "/OXA/BMEIef80LGhVINPJqEe0+51XxA+NKuTwKYV6GvBp5o8Tud7wyhkkhAbgMWmcl7NNtxfhelD\n", "sFiVY+dQEs7YUI7CnmWoDCioZKoPtlvQPwOTadk+dF2o9EoQtXFFL8FjfpiMwEAVau1B5ty/5Gub\n", "dlHwv403zOzjIuCwCyFLzBTXArsDzSQ0QoIweky5fTYb8KAjw7SQX2rarS0tBKYfHu3qdmlbhmdN\n", "D/4YqUPXB2cisK6mk0DM28XP24Jz2lFwfLDdlrFcpismUcMHjTZMtfX/Y5Zwf6ctd85qGwYNKCSh\n", "2ISIDSMWLHWgGoUxj4FzkQHHBoEVnQxCKxCpwc4y7KtDOQtGDq6saXE7h9hYtXmxrbZZcOIlMJKR\n", "0C/ik79Sc0WmcBN9UoH3ufp33uVJ1M2yBdM+fT5rau6zzoZLuvJ6KochnER5HWv8/x+zeqbm30Z2\n", "zp9C+vN+7//zrHFzf9KqCV+uKAB90IU7XI+i5yj8Jb8OhqLy278/Ctd4nPQDHgYM8FMZ+A0Ej7xp\n", "BW4+CfcBOwFjHrZOwdEYhD02ClWYHRLTpxWEbfMaRgaCcG5UjTtYh811DUN7DTWn3oKEYPf1Q8/s\n", "Bzmc+X+49fJ/YGv5nbxrvM5FQC0JpwIaQA+2IeCH8bgX7u5TrsCRsERUrg2xBXHzy0O6n2EH0j4N\n", "Zs91IdSBjaY0ALMBHUBmHGgHBZGkAaLqb01TEI/rESLOmZDwQmaSlpp0rS6RGyaMdKBoyfcnkhSk\n", "MxiVaV3IB9scuLSm08BhE+4z5La5bU5ePJmChu6+OviDsG8Uzq7AuhJ0KnB0EPIXw7fWQbsOMwUo\n", "ubBlEf5iPewOaoB+aUs02SULlmPwaBwOz8CHo7DV1cziu/M8qYnPVOGvk7BvGNIpOONA14L/rxc2\n", "p+AlLpwKynvp8Pxz/ipeqx+qLkTkBWr2i8/lhazVC12HFuBQhe9JVNqVg//qwo0FuCsI/y0HR7ui\n", "ed6ywONh8KkgXNaGQy7ck4RIHJyzcCqqzNhEVQldP1uFE2EIZWWBULFgJQjTfjW1g1X58Ec2QsQS\n", "o2i0DDNZBbeUu1CJjBDyfYZvXbOFlfS7ePuD36S3T46eWPLJGe3IZ2euAcFeCcM2duGSoiyrm2U4\n", "GoXRkHyBesuKnCyN6n4zdThnC5ePOmIbBbo6jUy1pElY39BcI+hZLbe9BWGLA0Wffk8zAAtd0TPp\n", "Clv324Kd0iVx/mfCHs/ep0H3QEjCro4JvQGYjMmCecyA+Sqciotx1K5K5NXpSMFsmFrETvVpVhDY\n", "ChtiUiq3o1o83bNgHIHbHHj0ELw8B6MuZHthcRAe7YfmEjzQhYlZuCUDjyR1ClxpI1Mj0Apow90F\n", "2J2C1xXgkjb8aQ7u3AJ7luCEC6+fktr4cJAnK8fX6gWuC23+a/Uvo57I8zdgSxb2bINGC76ahz1N\n", "hYN8swkzeR5v/CD7368nxJxZ6IcccGUDPm8I7lkuSWXbjsAvV+DRFnw2AMldYof0R+ExCx44BO4G\n", "iHZgdFC/486cFhvbhp7Wr3Dvho/xxUtvYcv4G3j/yRrFDJzsyhahFtGuueXBNfGymrMbgnZDqVuJ\n", "qOCadBvS87DTgVIYpsNqpM0odNqCb8y6ZgCPmJBzwa5CbxX667DcD802bDOlPwgifN8XkxLXBehC\n", "T1EMnpYB+aYSxHbmoV6DTB7CoxBdB+t8sGgotN5nwnBZjJ+uXxBLLQidhuKuCxsgsgjT88rvHe6R\n", "DUSmBF/vBf9m2BqDXBKSTSjkNSswonoOrpiDg02ozcGxCKwkwFcB+yyEJ2F8Hi7LwG9GFPB+exj+\n", "6qXw+oJsM77eha/NKEfguga8yqML/1weHk5BYB5ebgkG+kaMNY+uH7taa/5r9X1qaw98MKmGeX0X\n", "7hyE/+2DWBreHhIm//dneXzBOF6AP/bD2Bj81Dycq4LRA+/La0BbS8Dvl+CPHEFHRQMeXoZfb8A1\n", "M7AUg6tCsH89tB+VQrdVkrfP8WVoNdYzk/k0B65ZTz77Lq595Fu8ckKLxqgL0QAcj8LOAGyd0GF1\n", "KQDFrnbYrQQMNmE6JKVq3YBLPQ+dJSDjk0jNamgge9wn+mbcgFIQtla96MKA3E5qLtSq0ivU0lAJ\n", "a1Pc8L7X39VAORjUPKBZkf2ztSL7he0tmA3D6U0QTyhRLNPU4oWHrS8b+tlqACazkKwI0x+xhcSO\n", "zGlY3O5TStfly9qpj230rCfigrt2lcBMwHBNcFo3BfemoLUAziTU2jBfg4EOpItQX9AA+pIopFy4\n", "KwGng/AzMXjtvO5rYxhmeuFADQ774U3e6+ZYEE7NwMN+6SJuD8HtdbTrX2MH/hjVWvNfq+9T6+Lw\n", "6hacWoJvDsrKd3kQNi7CSL8yYLe24NRp7wdseHhOvP7rHYmM/FF50KRseHcLbs7JYfLuoGiApZoG\n", "wkZHjXOxDZ04pNMKincasPF+sGp/yN/94r9j6g13sPnY6/mleyvUYmCEFQlp2LCzA7UuJKdksdCY\n", "kwNoLQxGXTDPRBMaYxqwDvvASUK2Bqk2zEUhWpFRGktg9MvKwK7D6RTMJsEOwmBH+bizIfAXwDWh\n", "EARfXDvzvjYsO7KOKLmw2FGzDvRB2QazKKO6rw/qcbTDYLoQqUM+rBNPMwi9tuYRAUMhK/mudvy9\n", "cYjNCopaCMDQaRiPiJl0X0a++5k+yC7BRSfhwHblK/RVwV6BqSL48+C0gDrcYsFLorChDXNzcP2E\n", "WFb5NkyOghOCLTZMpyAfVKIYwFAXEj79jr/Lw0SvBGr31GF8AT4Wg/VRWG7DTBfesFEeS8drcGiJ\n", "tQHwC14X0vyfqu4FvaMfAj4IjD+rV7RWL1QZ6PVgAw7MtOBEHH62Bcem4YMx2Ti8xoF1HRiOwX2b\n", "4dRZ3Z6YhqT3tuC3++BSH4RiEF2CX2yJ/bG5H/7kFPQ14c8T8DtF+HodYptgXRv2j2koem0dThpw\n", "wrqSzw5/mUPvDOLs+be88os3c3Fctz3ohwkbdtcgviybaCOt8PXaLLTnoB6G4KIWEyMq5XDMhssL\n", "UIjB4bQSx/pWoFuHSwowYShycbgOcT+0otAbhrkgDJXl/2M1IT4nbUOvDeNJxSEOtpSo1Q5CYkUC\n", "r+0r8sSPhSVOM4BQCoI9CldPVsEehGZESl3LBF8NZqsQjorlFChKGzCRlKp2a1Hc/mMxWOqF+RVw\n", "wxDvwuSI4jKjFhRj4J+H/SGITUBqBiLH4JcnYb8JQ2n4dQcufQzuHJCh3t+ktJvPN3RKGI/DmQzM\n", "ROBEEK7yicX1pQgcntNL50wBzpQ5b+aGbCWKVSAIv7IO/ktTg/TPxuEPbDi6/Dy/vtfqKXUhzf/P\n", "kO3h57yv34YULQcQE+gVz8mVrdXzWQF41ZCYHwsufHsBjq/An0bgkaiUuwcWYPNmRSY2msrDzTT0\n", "sxsT8Iu94od3spAvwr0dODIF/96BT8fh74fgUgfujcF1NfiZFtwcAWsGjsbhwWHZDfzrBlxfhRn/\n", "/+FXLnkrD//7OUJfu5g3f22ZLWPQ79M8YcsSfMeBQExhIzlbnjT5AFKhDkH0HKwfhHJcaEO4JSz9\n", "Oxmxmsy2RGLblqFVg3FHnkCNjARgLQNGTS1i8S6YSeHrxaBw/bCj3OD+gH62Y0DKgWkHyk2I1YTD\n", "530QrEA2oRnEZEYLSq8DhYCsIibi0LMErTikSpAuiwpatuFqSyI2NwyTlhYdHKiWwD8Fpc1gb5L9\n", "c7mkyMVcR4vFQ3WYugfWBeA1ac0W/jAHt90G1yXl0b/Jhj2T8MFN0hO8ow7fGdVCXHHgpStK6/pk\n", "L3w4A/1LcP88lJ64MfS4//gRJrXq6BmEKzhvBnd9E26OrzX/F74upPm/ESV5rdb/Qh7/v4VM39bq\n", "RV/XDMBHTLi6Lj73hwbg/5+EO6bhjiBgwvUjQEkNbiEJBxchkQd88NoeeG0bHsvA3hL8Qx9cNiXa\n", "34cXFP7y6gq8LAmJLHw1oCCXJQOuS8N1BSAIc6MwGb2Cr5U/y8fen2Fxw62Yv/QG3lyEXYPQuwku\n", "WoKD/dpFb1mBU7Owvg86vXBpG2o1aFYh1QeRtJrs9SvwqAt3JiFnSnRW7sCsH9bNQD4O3RbMtiBR\n", "EAxVzkJoCGiAvwbDASmYe20xeMohLSbRliwQNrYh0oVOTbBOeVyh860stHs1E6j7YSwgOCjqgpUU\n", "xTPg+fanx5WOVXCgPSkfo+Z6sJtwzgcTZQ2cEyVoVSE4AdE+eH0OmnnYtaBZzJE8HM7K2yc1Bdv8\n", "OrFdeRbaJjhReLQX8nWYiKn57wvDSBjeNKcF4fIQ/FYaXu6DyyrC/LfNabD/D5M8LXY/loJrs6KM\n", "Hrbha7OADeeeMOw9GtRjv1YvdF1I828AN6IwF4AbOG8Etja8efGXAb0huNob3Pa5cBHotWGh5zoO\n", "b3GgfBAeGYNcQbj2A8tAV1hv1YRGGO7YCuk4OCkwS8A8vM2GX1+AT9kya3twEA6ckQNnvAHmGETC\n", "MBD6bb6y9b9y1wcOM3jntVz+sXPcewCc3fK5rwQ8K+koDM/B0Dz4LQWgR03wrUB4SEEyvWlIWzAT\n", "hX0BqGbhoqQslAthUSXtLvR0oBvwuPpJqM/DlXfA4h4Ng/NR6Cvrb6o3YDkP7VnpljbbkIjLSycU\n", "UJ7wRNtTIJuwOw8HY7Dk06zDqEE5CZ2QdtRuCMZc0T+3V/R3VZchexyWLfkH1X0w15Wg7nID5srg\n", "OwbtOFwRg3O74AoTTkaUkVA1hcS+7GHZQVw+pUUslYHLPZjGQdnMB6bhTyK6xgcTsp/YEIVvGLC3\n", "Kfro/pSyAoJl2FuBL/p5+vd9CN6Ugz/0XDvvD8p0785p+PSKVNsDLtxrw71ru/4fg7qQ5v8OBP3c\n", "5H19P8r1jQC/+hxd11o9f+VCviPvlqvb2vkfg/PHeABHTJhfL8F3WhJIHbTh+BJgwF1NOWs+PApv\n", "jcDwEgQacKIH7khKNhAF3rcM91Tg0Sjsm4KdfRBtwFL3Elz+lt97zQiFoQ/ykk/+NfYdcMkSvDIL\n", "d6ahZwwuLUAlrYjCEwEYWIbtGZh04c46nNyhYefICmxehkYKIvNwfwb2hDQ8vaQGgSacMRW4fmIQ\n", "dq6I2tn1QS4FiRBkzsK3N0DclNr5XAcWLahX4LJ5BZ6ciUN+BHJtCBbhYAQCdaBHit1DJQjPQmoS\n", "EjNeDON2GA8pbct1NSA+6QN3GRY8r6GFS+WzH8xLp+APQSwug7tOBS5fgW/G4MR2SFlwJgl7FuGI\n", "Ty6prgn5AeAk7OlCoQ37knBJWK6mt8WV+YsFt0zBLWHYth7e4cDOOMym4E/qsDQN+TyM9smm+o9C\n", "8M257/M68sEO53ww0N4O9HpfjOfh46sakg5rw94fi7qQ5n8WeP33+d49z+K1rNULVnfPwx8Mw5dj\n", "5zH/J4W6NOHmmkJB+m04bMGBVb8WF+6bh3w/ZCw4WpVVQ6QNe7wT4rfqMBIT/n1PAM546uGjJejt\n", "/R+Ur/llTr7jYTbe91p+4eOLHJ2G0QJcWZdBnOVCPQ2tc7C8JLO0lRAMJCAYhUYWrjWgMw9xG4yE\n", "3D5XOrJvninD8LJ8fYph7UDnXIgXFSsZWRaEFLHUGPfvgIvz0DynWUA1qhPBoAsPBmHfVtEqu142\n", "bsuAiYLolUZQeQO5CjQTcKrhWV3Pg9kD43PgWGCloJZSulfPEpwISbSVHIfsGGwrwLk6bB2D1AJM\n", "RMGKigJbzQIDgp6uPgkH18PhHIyngTPw2w9BsRf+b3vnHR7XXeX9zzRNVa9WseXYkp3Yju00p2wS\n", "E2NSIITA7pIQwiaQ5V1gYVl4gAC7JLy8ZCkvNYHQNgWygRDiENJjsBM7ieNErop7V+9lNCNN1ewf\n", "5yoayZIsWRqPRjqf55lHo5k7c393NDr3d8/vnO/31QWiwVQMbO+Af10K53WCoxZuscOP3YhoUQzu\n", "CEPFcfhbvojtvWqDox3yd7rHj+TxQ8O+F/GEoco0KAfxrEO8G95BUz3TjLGC/1cQN697R3guBnwu\n", "ISNSkkEYXjgBLwyIsw2X74hBVSNUDTTrBJFZnMu4b4WVbnA1A8UiI7C0B570AD6o8ouBSL4NDgaR\n", "gGP7ExS/j833BDFf9BUuv//n/P1uKGgSGYjsFthTAvlZEFkg/sB9PbB8G2yfIzn5RpeIrbmsUJAG\n", "dTawNoHTDa1OaO6XpqmCdug6Ap4w7C+HbSZwHpLg6iiQ1MoJJ/R3QsAJRyIQTAefFzI9UvPuMMnC\n", "8Uqr1N2H00QQzdMOhS1wMBN6c6T8tLRXJJcjfrD5oKoWtndKs9mqNim77DoLaIG9Dmmwcpkho1Vs\n", "DisbIWCFtCgsaxFphVVHgCIp29ycBRkHxV3riA3crVDTD5k+uL4Gtp0D5+4HU5GY2l/TBqvNsCUD\n", "MvfAF7pFH2l3NmyIE1m7oQ+oEQWXDU4GZ+jjMVsJwwMN0F0kEhlvB6CqZZRt7YiBUGSc760kgLGC\n", "/17j5zYGc3wDCzea6595GPr2Yz7vA0ywqABuzpTyxpcj4vZ0ZxTcB+GpMGwugodC8Ea18RqM0r+B\n", "93K8Qu4/X0znXfvI+NvVXHJ3Mx+thZALdmVDTx285oEFS6G0GNY4oK4RDpbBPieU7wXHPui5ECpi\n", "sLxHTg7+MPRE4EA/zMsCexCWmeBIF+QchZ5eON4K3W5wHIb2JjirQvT4/RnyeDQsDV9ON9gy5UrB\n", "7Bev4iy7+BpYHKJXU9AMb9vEuKUOyMmEIhPkOqAxDep7wXRIvJLLHJDtl/LN9j7w2uW8me0V2azF\n", "XbKfbgfsnS/2i1FgsweidSIHsSUMtmoo6xGBNk+zrDFY5om/QswLtfPB5YLXnKKEelkdXN0N1S5p\n", "LDuYDXSLb0Fw4P84AM8ERFOoLAobbbDpdORc/PDEUWRiMIr+V44HbimGFf1idPNQKzR0jrytkkjG\n", "Cv5PGz8finvMgqh6dp+0tTJbcMJtmXCnEdQvTINvFMOi43IhcMdh+Fkb3FvHCN+TGOR3Y3nAivfc\n", "+/nInZ/nH+ugeqFUwtx2Ajamw/oI5EZE3z9ml5lwdj/U9khFTdFeMZLZUw59Z0GkDbosEDXBwX7w\n", "1ouSpTsH0jIgnA2mHkhvhQX74GAzvNYLWVbRAXIsEoOTOofo8izLlDr3OQ7oMEMgSwxqnMhirt0J\n", "USccKoSONjicA70tsvAdKJBqKG9AAnmOGZalgS8b8togmgFVS2B+qfgKON0iKd1oF02fo2UQjoiv\n", "sdkEzY3Q0wjbuqGlCSqDUFso0s+ZEfCF4E2vSDkvzpCO304L1HiguU60grrNEIjBjiD0W+GvDviL\n", "NW7hNQavNMCRdChKg6qwCNGRjlylTSRHH2N04UcTvKsQ7vJLaqgXkZ2+38fYEw8lAYwn5/8o8C/I\n", "H/Qt5FvxE+B7k9z395G1hBCyrnA7elJJBSxiFDJARVjkAZ50wS29EiwPBRnUCbIhojfRmPg/3NeJ\n", "9fk1PHjbUW7uksXcpS0y23wkDY6E4VATXOMEy36Rk26OSXVNVpukXC71SZlmepMxgw6AowM6+uD1\n", "Wlg2H9pLoMUOVx2Ddg+050MkBEsa4SIfbLVL+eYHGiR37+2BmhKoTIMVYdhng85eMXIvaZFGp/58\n", "kWPuM0GoCdydcHYH7O8Ak1dsHy+0QKwLXnVCqBV6nVCcLs1umxfDRbmQlw/z0qQpzNIrZvX2MFic\n", "kGEXzZ+cBrjsuFxp/I8XHglDhRN2V0BhBEproC0M9lwIeGF/KVT4wNwuev0VtWBugmcKpYrIGQDv\n", "EXiiG17qhWofgykX44q+rgvq3PCpYri6X/x6H+qDLVMlyWyWxfoB/X8X4oqGeawXKYlhPMF/CeBF\n", "qn6eR0zdtzP54P8Ssq7QD3wH6Rm4c5LvqSSeIGwySw65pB+ecMGxWviWBZ5wgy8K6+uRmZwTPlby\n", "CaI53+WJuyIEKq3wwflk1kHbYjnvZ/XBi4gLVVo77I5CVyscKIXLWmB7G9RVimuVNwD7DsEFNuky\n", "3doBniBkW+BgBuxthqZ6KJorHbyLOyQ/3tII3k5Zk6gFXisVc5V6YNNZIr8QsUBmC5jT4GCeeBGH\n", "eqQm3xIEb5uI03kzpX4/ZoasGmjthM5jkFkoTWoRq3T5RsKQZ5dOX08Iwm4wLwCnFQoLxMXMGYb6\n", "OWByQk0O+NvA1g3LYhBeALt6obZGdIUiiALpqnoosYMjLMe8ph5KvbCtA/68TLyCl9VDll9y93t3\n", "SJllnltOUm0NYkb/Di64oUjkoFszRPRuUQhymuAGv6ihbnEiVwCTJQr7+uBJB1wdgCq7+CXorD8Z\n", "jCf4W5HZ2weQcs8wU5PzXx93fyvwoSl4TyXxhOBXdXCsEEwW0bi5OlPyxy+0QJd3cNO1Rdupuupc\n", "9n+rg5wnVnHzndt58Lhoxv86F2qzRCv/0EF4pgkcvdDVC0Tgjw1QeyGcZwLzcQnAO2tg/0640wWY\n", "we+XWXT1PFjeAItNcPZKuLRRlqyeOwfmdkBfHaT5oLNbSimvrpeUTP8KcJoAC2zLlIuV+hDk1EBH\n", "gShpZh2FoA96y2BurzRr1UTAHgBHIzi6wRGFpgppDnspDfK9ELJBIAA3HQF/Gjx6mfj2ZhrVPQeK\n", "oGqO5OrbOqTfILcfClshaIc9uaI8+t4jcKgY1jZLE9a5PnhprshVhDNgYwtc7hPLyA0OSOuDnQth\n", "WyMc2gAXuuBLIZjvh+dc8NMckWMAwAofK4Z7AvBSDpQ6pYT0hl54tQAq6qTGfyoVObc0wrfy4Dcu\n", "aAmKuJ+WfiaD8QT/XyIWQLuBTUA5U5+e+TiD8hHK9MEES/KgqABMmdDdLbntPe2w/hgsyZcLtlt6\n", "JXB+uwjuCSO+g/kdvHxfOrFFL7P6jnfzzDb48lx4/yKROWiIwovt0NECdV6gb1jhh0m8cJe1i/nK\n", "ci+ku8HnkvTEwly4vhgiOZAzF/K6JQ/eY5U897wYlHeI+9TbmSIVvShL1CgPhsDhgbW18JYDjuVL\n", "z0CtXzqPd7iBI5DeAs35cMAFc/dCmR9+0gB3F8NOD2y1QEkGlJuh+AjE5sE1r8MuD9R6INgoGjpR\n", "5KrlkoPgKAJnvpSjBoJiwlK5H6LzIa1YROosNdDbD12d8GQ/HGqA853Q5gZ3ACI9YrjT0g+re2Tx\n", "9o2LYE03nNspKqX9Qdn3tRZ4t5GC+6wf1mfFBX+bLIi7YiLIt9YLG+3iU2y3wAtu+H06XGMR68rn\n", "Wpj8FUAUdjSLOoySTMYT/H9q3AY4AbxrnO+/Higa4fGvMbig/HXk+v/RUd7j7rj7Lxs35YxQmQ3/\n", "lCu2ixdE4dUsqY9/DNFmKXbCaiNiu4CV/YAtBtcB90F03aXc/eUq/rMTHsgQU4/39ME/9MAJG7xk\n", "kdlq3UglgQ4wLREHLVsEXugTsTaXkR/2LIDFBVKhc5EJSIe2LlgQhN+UwK1myOuElk7xwq1bAMV9\n", "UlZpbwVbVIZa2QjzOuFoKSysgeua4fsVItvgdsCKw/D0UsjKhQNz4d/mi8zymtcgkAf16RCzwll+\n", "6E6Hnb2wvxds+8BaAgXIYmvABw0hKG+TYwvtEtXQbBeUdIpj2IYiyEeUQ0NN0LAL9hyDomI4sQDc\n", "ZbAxR648supk8bpmKfwgCJYyWHoA1vik72BPIWDIVA9QbxYnsXeISjewPQa9URFuK+iC9i54rgDe\n", "tsKtvfAfPfLabxfD/TVImZIyvVjNBHXWTkfSOcbQ7s+xWHuK529DAsWaMba5e5z7Uqac0nRYEIFC\n", "k+SBvWZwh+GsDAn+bUF40w03BgD+iUdyfyXrN0uBD+bSvxV+nwdvpYv88HUtMN8DBVGpzMkywwLb\n", "UFNwACwwvxzmBUS0bWFQxNDeaJOmqex06UhdE4QDNmjxiMl7IATVbsnv78mRq4Er6mFdGVyXC5/Y\n", "AZs8cKQCdrSI+fraGKzPk9LMWzrFv7g3AxZ4pCP47RJomStGNhd1wHaHGJ0X9MPbRXBuPnR6pIO3\n", "0QoX1UKkDxotYMqQq4dGB+Qdg2oL7O6DHC90d4oIXfc82DYHGgIQfhIuqhfxOL8J6joBG9zkEonm\n", "syIQrgF3ASxugioXfOUYPJkGgQNQVwS7QiJ3cSIMtMETWZCRLg12f7PAc/Vxn3MIft8MwUJw+eCF\n", "PGmG88Vg4y5YlQu3G3+Xkn64LAb3p6HBfzryMkMnxned6gXJ1PO/BvgScCXa6DGVDEgzj9SsNUH8\n", "IclxO42cb5NZTgB+o1tzRzv8yA5b3Zt5+OpLaPoPC/wOuNX0jsvXvhZDBsIFV8wTI5ReE+yxQ6RT\n", "UhdDxpkG15dAVgksDcCOgMg3NLRCzXEgAKuKYE4t7CuFoj54OwKv90p55MEw/LUDMivhi12Spdg/\n", "FxY3Qr1b7Bn3ucU1rOE1qJon3bQlffDkAvC3gNUPdXlwbR80WcTZy9wpngAOjyh67l4sVpV5meIc\n", "tq8YDvthwzwobYLdNljVDM/awJkJyzvEf9dcJpr6FQFZOD5xCNxd4MyDVXVgc8jiszkI7h7oNklF\n", "TDaw3AdHXXKSyeoXgbaSVmkec52ARhs8aoJwGHbukM+qugm+0CMn2q4QJ/2vdXnhgV5PWJ0NAAAa\n", "UElEQVSkjPug8TMKhKEtHY7YocQI9rVj1O8rqUYyg/+9SAngwMLvFuDTyRvOjMCQZl5pg1bg6WZD\n", "U/002doGBQ6YF4E38qC1B7xR2DCQpon42NxnZ/MPLJI8vtEkf8cBWd/4QNELjzVKU9RL+YAPwgF4\n", "qpEhBQSrcsUIfnsNdJ8DSyLQ1wpvpUGjoSvT4ZD8/uYIlAehpk5E5uyNsKvNyIl3Q+N8CGZCTifc\n", "HIJwEbTmSu/AZ/xwwgPuCPzLTlEr/VO+1MBXhqDYC3syoNUm9oa+KCzoFTmJhgiEyyAjDbJaYWGX\n", "6BUd9sF5+8HshMIiaFsKpVli/7g/DD1+uLpH/ACOOqExCOX18MluuCsCzVZ4bwtsyoLD6dK7QAye\n", "d8GyDOgogQsjYv7yYjl01sPvciCjAZb3wvfT5CQZ8MLbLXGfq8+QgR4Nw18YGFJ5U9UGPymRY+sw\n", "wR+7GWr1qaQwpwr+GUgS8siwx89FFoAnQ8UkX6+cxCWFhjSzsQCbOQfuDXL6uipheLoGaEJa8sPE\n", "6bvEpELrPuAR4GMmCMIFxXChW7x8X+yA5gGf34BRR96NfO/MSMAZNpN0p8GCMFzYBvcdhD/PF//c\n", "6h1IoYFTdHvmu0XA7TkPvLAfDuwZ+l6tbXK7ohiuaoddpdC6GNLTRdPnnKgcUq4Vni6UPPvcoNTu\n", "HzDBBeVwaQts8MDeJojkg7cI7D7gCHRkQXYReNthYZ8sRHvt4C6GnDy5IsmKQMUxOFwBa7shvwjK\n", "TVATgmvrYUsJFIRFD6fVL/pJNZVwcQwubwNbOewxw61eeMUB1dlQ3wglh6ElBpu7YFMEVsXgeSts\n", "3AEdvtP8W49ECNbVwDo7ciWpV+gziLGC/z8CP0ZKB2xIE9abxnMPAysTOzRl4uTZ4Qoj2LoQlUWs\n", "TE5UK4qkcN4xa4/JhOA+YDnwQWO2j1TgfM4Jt/pFNdOyDLI6oDgA6+Kbhcao667rgafy4NM++EgL\n", "3NUDW+MWGS/JhM91Qa9XgqEtBD0tnJyOMK48gjFI74W3omL4QhCW9UFOMbzeB43dUFICl9XDRg/4\n", "I5DfAn/oh7dcsKRFAu6B3dBYAot9UGkDa5/o/zs7oNomPQeFhXCjB0Ju2FMG4R64pBOa+qSDOdIP\n", "xyxiWekKwps+eNMCDzjg6UYZ9o31YnTzbBFcWQALM6C+DhZYYWWnGLxkdMFVftjWJ5UzeyzG55oI\n", "2ZUoOtufkYwV/L8OnA80AhcBv0WqdNadgXEpp0VHQNIW7w7IbLLaxPgX58fFsNn+baa4kwLMdcKl\n", "xolmYyZcZwZLGG70i7zvPs/QPoCRONgJPzDDC5kQ6If1DQxZYAz3g88MjW6odIpYXPUc0bmnD7DD\n", "2mIos0JtBNZ3QPnZ8O6Y6NP7y2SBODMq9fnbLEAH/Nkqs+ZbsqA0Au/bD/+WB99oQnImIfAFYMU5\n", "Mg5PplwhnAhIQ9SxUpGLjkRFobMnEw454Df9QC+ErNDqg86wqIRusMChN+Fgg3ysWMA9B3YWQGcf\n", "rE6T/Zlt0FcAOb2iVXRuGI7kwq+RRWtA8/DKaTBW8LcggR9kxv8u4BnERVqZlrzWAv9VDE+5pLvz\n", "xSamSEp39Nl+PDV9sC0LFvRJ+WMYcdwCaXAqSztF7tnY1dE2uY1EVTf8KE/cqxb74WgIvtoJ/UWw\n", "/rjU/n+zH1b6YYcNQkWQ1ywS0H0ZsGo/7CiGV2zSnVvnhZ8eFTerR/PBHJZ0kAv4sA+29kO18Rma\n", "LeJla8qBkib4zjH4jywI9MHVEahIg9ctcLYhH91klV6AqANWtIlCKLmy4GuxyMkaQ97g/IVwbQlE\n", "86AhT2QqLD3Q3QOZBRANwc4+cRxricIDjeiMXJkEYwV/L+LVO5Dvb0ROAE8ikg/K9CMMG2pgwxRV\n", "+whjz/bjOdwFP3bCFjccNYkJ+v/vk6uQjVaonopgFZRyxXIHOPxwTa8E7h84AauRHjEakVaGxWSm\n", "KQrfbIafx+D1y8HthSv2Q6gftkXhh264MQQHrOCLwNeM3HaNWbSGJE8DV+XAZWF4X6ME9m1ZUBKD\n", "TLv4CgcckJ0PR7vkquKTb4nx+8ZCsFnhgh6RdHDYoBJoPxte2iLvfW0JfKkbYt3wmBeeK4WP7IXK\n", "GPzIA3M98P5miJjg5yD/n6eDDZZkQZoZdvSgJ5BZy1jB/9OcLLjkBa5F1gOU6cmppJkn8kbjmO0P\n", "IQpb6mGLYfVX6oG6XDFjeaOJqQs0fmnoWhGFOVF4wAWHvbL/2n5pSCoxfrZFRHbiy0VQ0AeH6uD8\n", "TqiNwp4oLLJLCea6oPjunpsJvzAcqP4UhOVZcHOaKF7muGFnBNIKxIFrbxToATLh9hY4uhP+uEjM\n", "2K86DBf0wZNWEYJbEQKLDYrCcHavdCKXp4ErA3pjkGGCDKMB68Ot8BTws5g0YB3eB+flwEFjkfxy\n", "P7zhOnUK7SSs8MFSuMMkKql/yoQf1DM1uj1KijGFmh0JYYp1RZTxMmy2/43RZ/tJwy4Lok6bSD3v\n", "aUeudlzwkTmwyAQHYvDoQHrEKrcrS+DLMTiRBs4ikVhYVQ8POuDeGiRNZgdiorD583yRr3jKCTuX\n", "iZOZ2QndmbD1CFTXwVXlcHMfdKRBFWIxWWES4/PmXtjhgewsMOfBeYDfLlVQpg54ygc0gacSvtAJ\n", "5wTgby74ZRtU7ZFxXFEM91vhHGP95nkHfLJDqqcmRDo8UijHA2Lo8tl+2FA39suUFOSUsXM8df4f\n", "Qro2Cxlq5pIxqaEp05LTmO0ni6CYg59ELzx6HPlux5eSGrXsr9SCZY5o/V8ZhHc1wsoINEVEbbIu\n", "gJzobDCvULT6/9AOFwZgc7/MxIvrYX+DFML1tMIz6ZBxFlT6oTgCG9pgYz3sy4ayEGzrEsP55R54\n", "ebEsNq8+Bpty4AtmsWPsPAzfK4O8oMhdVB3hneqd6h54fA7c0StyDU9bjHFO9iOMN3RRZhnjCf7f\n", "Q3T39yV4LEqSGX9uf9oTZfT1jhBsOAFLAvA5N5xnLOa2WMA3oHtjpEfeYwGnXRaTf98ppvQldZAT\n", "hvPyodAJufmwIQvmHQabDZwhWBaEN9vhGcPgngjstsLzduna/dci2B2COd2w1gfPWuCTLXA8DL8Y\n", "KGuNC8qdPfBjE7yRI9o86+uZeM29YZv4myjYnOLCts4SZ+iizDLGE/yb0MA/o0mh2f4UsqcD7ndB\n", "jQsCZvhDALoGGqQc8F4LfLwbng3DiTx4OUucsS4KQasLPE5I74K/90NnPxSG4B8N68NDbsAD12SI\n", "G9drHaKISgT89eC1wAdCsM0OWx3SJdyLKHmOJpne5YUXTnORtzQLrs8Xu8hN/fApL+T0ixyFNm7N\n", "VsYT/KsQGcc/M1g2GEPr/WcEM2i2P1HCsK4W1jmQ73Mfg7ryMTkhALy3F47UwxNmeLsO/jMHMjzw\n", "nm74bIu4UvX1wDYPnO8VTZ+nY/D5PPiHEBx2Q3kRPHhYZCoIwv31cCBfDGrm2+CGKHzDY8hmTHXN\n", "vh0+XAD/1yflq5vscKcdtmief5YznuCfifxjvGfY4xr8U5jZOds/iQjvGMwPoU+uBNxuUSB93mos\n", "ikZFzRQvnD0X9qRBWgyauuHxHqiyQnOPSFuszIEjhSI3XWGG9kp4zI9M8QPgDcPFPVBnh38PQWsL\n", "p56FmyDbA6V2qAtCp49Td/VapVzUKGDiiiDkOSfwGSlKUtDFqAQQgw/FxOXk+zFxJVdOxgxZGZIy\n", "wTHC8w5YWQiXFHHSZ+jKhzsuhpcuh9hK2HUx3LMSLiuR5xfmwiMLIVYst28tQnoJTsFZefDDSlh/\n", "lvw8u2Acx5EGn6qAthLZ17qzYPlIHhvKzOKUsXM8M/8HR3nTj094OEpSmUWzfRMSkE3I4unpSFz0\n", "S569y3i/rGIozYCgXwzmMeSmh1OcDR/MgVAWbCmA2jrw98CKbnjB+N+Z64SL4yQrlkWg1AZjZmKs\n", "sCYL/t24Unk3cCgT9nWc4vhCoqbaUggesyw07xqle1qZTYwn+D/LYMB3AjcCDQkbkZIQZlFu3wQX\n", "zIEPu6Ua+cUIrKtnUjIXFYvgjrlwcS/smgOPpcNrBzg5P2+DG/Lguz1QtxceD8BbdriiU8ozN3UC\n", "Hgjkw0PZsLQZ3t8J1VaoG0djnvU0e146fPBEAC4shctsYoTz4iTlvpXZiJkzN2PUtM8kiUF+DB6L\n", "wf4YXHKGd++UtMglRYycOkkEHvhZ5WBK5ZX5sGrOGNubkTLI4d3sAzjgE2sguFJSON3nw+dXM5hE\n", "j8cO34xL5xyYC+87Hxbny/vggM9Wwttl8IOV8PV3ww3nSxpoPCwvgl9WwPZ58nMi6ZsLiuHF+TKu\n", "thJJBZE2/tcrKcaUpH2GU4mkD5RpTpJn+074VCl8LCxGKQ+nwwNnwP81yywWiwOURCDDNsrGLvjQ\n", "HNHY3xeF54YpiAJgEp2ePjOk9YsEQ8SQrziJMFRF4Y00uDgEe6zQ1Aj7jVr6rAxYE4UlUVjSDH/t\n", "gg39cYbqp2BXM3wrAGUOqO02vBHGyRyn+CeDVCgtizF5uW8lhRlP8I+vKIgBzcBXEjYiZdJMj9z+\n", "BelwU0SCIMgJYJMHDic4+HcFYYMJzrbAfie8mgu7aoE0qPTINgd9QFRkIL4XFB2gvVYIF4sy6JDA\n", "HoLtLfBgIVwYgp1OWN/IyJU5/fB0PbQVSEVNjR92xTVRdfVDvUUKfvpMhj/KROrsY4YhzkQ+EIO2\n", "oJR5XhGU/e9TS8ZZzqmCvwk4B6g5A2NRpoDpk9vvi0nAHyCM2A+ORI4HVmSJ2cmmDibXeGTU0e86\n", "By5Kh5wO+EQmvFkEX+yQTR7JhkebZcZfYlwlnBMRoTWGB8UobDkEXb3wsBsaaqCljtEvq0Nj1ND7\n", "4XsRqF4sxT3bemHHzlMcz8CYQgz2IZwGW5rhm8Ww0iUWn39pQo3YZzXjXfBdluiBKJNjesz249nT\n", "DQ9mgN8og3w0BgdHWGDM8cBnSuCmPvBa4ddl8MAJJpeOCMNF3fAjozDhj9mQkQ7nNhnB3gHbXHCU\n", "QQXQvVY4HmXkABuGfccnMZ4BLHCpGa6rAXc/nG+CcC68Vj/y5kvy4ZpsSTW9EoYN9Zy+Oc+A3LeN\n", "seUvlFnCqYJ/DNiOOHm9eYptlSQxfWb7QwjBo7WwyVgYrfMzotT0iiwJ/AOKlc0WeMIJ3QnMRduQ\n", "/P0fGiA8B8rMcDBiuIYlssjAJv9K18dJWz/uQq6wh+/XBR/NhjuN0s6X7NCeB7uaJrH/GJrjVwzG\n", "M/O/GPgocIJB3e8YYuKuJJHpN9s/iRDUhQAbXJAPBXZo7IUdbbwz8/RHoc0QHQPoMoN5EukNAMKw\n", "sQd+lS62h7tMsN0Pl9pgnwl+bxGlTILwxDHEtS5C4qvLonDULDl3F+I01j2Slo8JsrLBmw2/Az7k\n", "gyVhyLUneHzKLGI8wf/qhI9CmTDTdLY/Eia4qhi+aoFLA/CiG75vG8yLb+2AX5ZCiwv8JvhtCDqn\n", "wPRloDKmKA0Od8hCcFumPFfVzWC+u59J5dJPiTnu/UPwVDNECqAoBruisGGEnpnlhXBjNpS6INsG\n", "D9nB0Sf2j4oyO9A6/2EkuW7/dEiDr8XVvseK4Z8XIrPtAWxSBkn6sMdTGTusnQ8fWwhXzWNoTb1N\n", "nh+xt8AGn6+Qz+nZCnjgUrh1DZxdPMr2ijISp4yd+mVKIYzZ/m6k+mrlNEzzjEQMOk2DDo7tJnE+\n", "HPLlDBuWhD3MjIVIsxjJ/zgKD/fCt01wTTGDZkhh5MpjlCuOiPHZXOeHm45Dfy3sax59e0WZOKfT\n", "5KWcYVIgtz8WYXiqTYzNK2OwzQQvNjKzA5kVKi1wjpFaujgEC10Mri2MRRg2++DedFgegW022NnJ\n", "zDgpKsq4mfVpnxmkwOkAPEi6Y6ZjgZsWDipp1pXChxYw/ittk6TBluRDdjrqY61MnFPGzun+pZq1\n", "Bu7DZvu3p9hsXyHPDdfNgQUMM5JXlDNBysfOWTnzn0Gz/dmOFbni0fSqcqaZ9rHzi0juN2eU56f9\n", "AUwlKVjJoyjK9GRax84y4AXgGBr8dbavKMpUMq1j5+NIl/CsDv4621cUJQFM2zr/GxBd2t1J2v+0\n", "IEXr9hVFUcZkPVA9wu39wBuIxx7IzH80J6MZOfPX2b6iKAkmIU5e42XtKI8vBeYDu4zfS4FtiNxh\n", "ywjb3x13/2XjlrKkkCaPoiipw2rjllLMipy/zvYVRTmDTNucfzwzJsCPhub2FUVRJkZKnxh0tq8o\n", "SpJI6dgJKXwAWrevKEoSSdnYOUDKHYDO9hVFmQakXOwcTkodgM72FUWZJqRU7ByJlDgAne0rijLN\n", "SInYORbT/gB0tq8oyjRk2sfOUzFtD0Bn+4qiTGOmbewcL9PyAHS2ryjKNGdaxs6JMK0OQGf7iqKk\n", "CNMqdp4O0+YAdLavKEoKMW1i5+mS9APQ2b6iKClI0mPnZEnqAehsX1GUFEWD/2nuVGf7iqKkMhr8\n", "T2OHOttXFCXV0eA/gR3pbF9RlJlCUp28Uo0LEL19dddSFEVJMil/6aIoipIEUsLJS1EURTnDaPBX\n", "FEWZhWjwVxRFmYVo8FcURZmFaPBXFEWZhWjwVxRFmYVo8FcURZmFaPBXFEWZhWjwVxRFmYVo8FcU\n", "RZmFaPBXFEWZhWjwVxRFmYUkM/h/FtgHvA18N4njUBRFUc4Q7wLWAzbj9/xRtpvpqp6rkz2ABLM6\n", "2QNIMKuTPYAEsjrZA0gwq5M9gAQzbVU9PwX8FxA2fm9N0jiSzepkDyDBrE72ABLM6mQPIIGsTvYA\n", "EszqZA8g2SQr+FcAVwBvAC8jRiqKoijKGSKRTl7rgaIRHv+6sd9s4GLgQuCPwFkJHIuiKIoShylJ\n", "+30e+A7wivH7YWAV0D5su8PAgjM4LkVRlJnAEWBhsgcxEv8H+KZxvxLxzlUURVFmODbgd0A1sA1d\n", "fFEURVEURVEUBWZHQ9gXgX4gJ9kDmWK+j/ztdgHrgMzkDmdKuAbYDxwCvpLksUw1ZcBGYA/y//a5\n", "5A4nYViAHcDTyR5IAsgC/oT83+1FCmtSkvE2hKUyZcALwDFmXvBfy2BJ8XeMWypjQQoRypHv5E7g\n", "7GQOaIopAlYY9z3AAWbW8Q3wBeB/gL8keyAJ4GHg48Z9Kyk84fojcFWyB5FgHgfOZWYG/3huBB5J\n", "9iAmySXIiXqAO43bTOXPwJpkD2KKKQX+ikwsZ9rMPxM4Op4NU0HYbaY3hN0A1AG7kz2QM8DHgeeS\n", "PYhJUgLUxv1eZzw2EykHVgJbkzyOqeZHwJeQNOtMYz6imPAgsB34NeAaacNENnlNhJneEDbW8X0V\n", "eE/cY8nqvZgMox3f1xicWX0dCAGPnqlBJYiZrjc1gAfJG/8b4EvyWKaS9wEtSL5/dXKHkhCswHnA\n", "vwJvAT9Grky/kcxBnS7PA1fG/X4YyE3SWKaapUAzku45hmgdHQcKkjimRHAb8BrgSPI4poKLGZr2\n", "+Sozb9HXBrwIfD7ZA0kA9yBXbseARsAP/DapI5paipBjG+DvgGeSNJZJM5sawmZizv8apHIkL9kD\n", "mSKsSPdkOZDGzFvwNSHB8EfJHsgZ4EpmXs4fYBMSKwHuJoUrJGdTQ9hRZl7wPwScQC6zdwA/T+5w\n", "poRrkSqYw8jMfybxd0gufCeDf7NrkjqixHElM7PaZzmS8plJ5dWKoiiKoiiKoiiKoiiKoiiKoiiK\n", "oiiKoiiKoiiKoiiKopw+5UhPxlSQhghw7QD+YYrecySu58x16d4G3DvKc69N0T7Kmdjf4FkgY4r2\n", "raQI00XbR1FG4jxES2flBF5jAaIT3M/TnLlOz7G0gS47Q2MYznuTtF8liaSCqqeSelgR6ea9iFy1\n", "03h8DaI0uBv4b2RmD6JndDfSwb0bWIToGz2CiPntQMT8zkeUXasQfZ0BMbmXETmCtxAhsonsB0af\n", "jXsQdcTdSLfkjcbjNxuPVTPUn8AHfA8xQVmP6AC9gshBXB+33YBhykGGCm4NCKitNo7pccSQI14G\n", "e7TP4HxjjDuBT49wLABzkNb/HcbYB042xxnsLP9PxKhmMyLC98VR3ktRFGUI5Yg8wCXG7/+NBBAH\n", "osu00Hj8YSRQg2gafca4/ylEhhaGaq/YgNcZFPX7sPHeIIH0PuP+6eznnxg5+H8X+GHc71lAMSJX\n", "kYtcZfwNkeXGOO6rjfvrgJeMbc5FAi7IiaYBUap1IEH4POO5HuPnaqDL2JfJOO7LTvEZ7EakGUBO\n", "QCOlfb6AKK2CTPw8xv0BTamBE22a8dxB4zXKDERn/koiqAW2GPcfQYJSJRJkDhuPP4z4NAywzvi5\n", "HTmBwFB560XAEgbXAL7OUB39x+K2m8x+4lkD/Czu9y4kQG4E2pH00v/EvX8IUcMECb4bjW3ejtsX\n", "yEmhEwgY47l8hH2/iZwkYshsvpzRP4NM4/aq8drfjXI8bwG3A3cByxgq1WxCTjB/No7Dh5x4U1Fi\n", "XBkHmvNXEkF8XtvEyHnu4Y8HjZ9RRv5emhB10EtH2ad/lMcnup+RXh9PbNhj8e8fjnu8HwmiA/dH\n", "25eJkU1FgnH348c60meQdYoxD7AZOdG8D3gIuaqJP1GMdGzKDEVn/koimMugafRHkKBzAJm9LjAe\n", "vxXJh4+XA4h/88D72oBz4p43xW03mf3Es57BNBFIkH0TSUcNpH1uOo33X4ukfZxIymg8VT4xRv8M\n", "uozbQA7/llHeYy7i8vQbJF0Uv5AeM8ZxPWBH0j7vZfaY18w6NPgrU81AkPoMsuCbCdyPzGRvRxYx\n", "dwMR4Bdxr4l/fWyE+yHg75E8/IDc8CXDXgeSSpnMfuL5f0iQrjb2uRpoQpyRNhqPVTG4LjH8PYbv\n", "b+Dnm8ATyALtn5AU1GjbxxNm9M/gdiRFNbC2MNLrVxuv246Uzv5k2PNViMTxbsRusxroHuF9FEVR\n", "lBmG2/jpQtYIViRxLEoC0Zy/oijx/ApJJTmQdYGdSR2NoiiKoiiKoiiKoiiKoiiKoiiKoiiKoiiK\n", "oiiKoiiKosw+/hcItIAg/h/W/AAAAABJRU5ErkJggg==\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plt.scatter(-norm.ppf(norm.sf(maxcomb)*N*M), peekrun1, alpha=0.1)\n", "plt.plot([-5,5],[-5,5], c='r')\n", "plt.xlabel('bonferoni combined sig')\n", "plt.ylabel('run2 sig (from max run1)')" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAW4AAAD7CAYAAABKfn7LAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJztnXmYXFXRh9+bDQIhBEEgbIkEZZVVhIDKAAaDwoes8gEi\n", "ICougCiyCHxcIgIKsiuioCA7giCLAhEIICoKEiI7su9hUZaELJDf90edoXt6unt6uX2Xnnqf5z7T\n", "M33vOTUz3b+uW6dOFTiO4ziO4ziO4ziO4ziO4ziO4ziO4ziO4ziO4ziOU3CiFOaYBmyWwjyO4zjd\n", "xG1AT1aTK8W54hTnKhJx1gbkmDhrA3JKnLUBOSZOaZ6a2jkkJQMcx3GchHDhdhzHKRjdJtzTsjYg\n", "p0zL2oAcMy1rA3LKtKwNyDHTsjYgDdKMcTuO43QLHuN2HMfpFly4HcdxCoYLt+M4TsFw4XYcxykY\n", "LtyO4zgFw4XbcRynYLhwO47jFIykhHsocC9wbULjOY7jODVISrgPBB7EN9s4juN0nCSEewXgs8A5\n", "pFMm1nEcZ1CThHCfAnwPWJDAWI7jOM4ADGvz+m2AmVh8u6fOeXHZ42kMkiItjuM4TdBDSo0TjgOe\n", "BZ4EXgRmAb+pOMfj3o7jOM2TinZuRvWsEhdux3Gc5kmtOqCLtOM4ThfgYu44jtM8Xo/bcRynW3Dh\n", "dhzHKRgu3I7jOAWj3Txux3EGGYKRwKHAKsAbwJtlR83vI5ibicFdiAu34zgNI9gE+DUwHrgbWAwY\n", "XXYMrXPtPPqL+xvA88Bz2J6Q53qPCN7p1O9RdFy4HccZkOBlHwschAn2+hE8UHFOBCxCXyEfDSxe\n", "5/slgE8AKwJjKsZ7jZKYV/v6/GAV9zSKQimleRzH6QAVXvbRwEkRvNuBeUZhRetWwIS82tcxFZe9\n", "ign5A8CVwA1dJOaZaqfncTtOARGMFPxEsEDwd8GaObBplGA1wSTB3oKjBL8Q3C+Q4C3BxYLtw11C\n", "kclUO124HadgCDYRPCKYKzhMBQirCtYQHN1FIu7C7TjOwOTRy26FLhFxF27HcepTRC+7EQos4i7c\n", "juNUp1u87EYomIi7cDuO0xdBJNhR8Fi3edmNUEPE/zdru8pw4XYcp4Rgi+BdSzC1m73sRggifpVg\n", "do7+FjW10/O4HadLke1iXApYBlg6fF0GmAxMwjbSHBbBzZkZmSMEiwL/CN9uGFlHryypqZ0u3I5T\n", "IAQLAR+kJMK9x9JVvl+K/oXk5gCPYLsgr4z8jrgPgrWAvwOXR7BX9ua4cDs5QCYky1B/d9zC9K9f\n", "UbnVue2CRWGL9hID2LIIcCFwZmQ2pY7s7/V1YF9g+SqnvAm8HI6ZNR73fv+Wi3V9BHsDvwL2juC8\n", "bE1x4XY6TIOivDx9F8DmUyos1CvO79B/6/PoiulmVrmuj7hjt771bOkV5rJfgRfpW+xoBPBF7MPk\n", "UuCUCP7Zyt+nWYL3dxCwO7AAuADzBsvF+JUu2uKdC8IH+nnAzljI5IH6V3TSFBdupwqC9YFzgLUT\n", "GG4Iff/X1US58usrkYnSQHaOZuA6FpXiXjFEP1GutOXFyGyuvHBxzNs9MMx1G3AycF0jtjdDEI2t\n", "gO+Ery8BZwJnR1aXw0mBnMS7Xbidvsg8yaOAwzGP4pe0L0ILMKFpSpSTokLcV8DebHVFucnxhwE7\n", "At8FNgQeA04Fzm/3jS3z6HfHBHsN4D7sw+Gy/NWx1lrAD7H39RXANRD9N1ubkicH8e5MtdPjaTlD\n", "sL5ghmC+4Jgg4k6DhPznTQVXCt4TvC44TtXjzwONtbQgFswMqXnXhVS9HDo7Gg06GfQu6DXQ02ay\n", "5oGuBe0JqqzeV2hkhayk7IQ7M1y4c4JghOAHgncF9wnWy9qmoiNYWXBq2LwxX3BBCD8NdN2agnME\n", "c0Lu8FmC1dKwuXkUgXYDvQhaADobtGT4+Uagn3SriIcP6fMzyu924R7slHnZ7wqmuJedLIIxgoMF\n", "zwQP7VbBtipLxwsi8BnBjeGcFwVHyNL2corWAk0LovwP0MdrnNe1Ii5YVPBgOBZNd+rscOHOkAov\n", "e0Yj3qDTOoLhgl1V2pX4qOAbgi+rtLV6umDPkJOdU7R4EOHesMhXQTXbklVc23UiLlgreN3npTtt\n", "drhwZ4jg8CAWJ7uXnR4VcfAF+Y9fA2gE6H9Al4HeCWGRX4DauCOoKuLzQTeDDgR9KDn7O4esENfU\n", "8H9cI71ps8OFO0MEEwRvCK7Ir2B0N4JxgpWztqM6GgLaLAj060FYXwH9FJTw3dn7In486P4w1wLQ\n", "15OdJ1kEEwUPC+YJvp/i+8iFezAj2Dl4Ct/K2hYnDygCrQs6EfRcENC3QReCtgYNT8mOCSF8ItA+\n", "6czZOMHLPlGWOXS3LD0wZROq43ncgwTZJo6vAJtGVlzI6Sq0ELZ9f0zFUfmzJTABWh1r+HsDcBFw\n", "LUQZbDLRQsDvsc1Ge0J0Yfo29EcwEWuQvDIQAz/uRIPkgc3wPO5BjWBhwT2CJ9S/U7aTWzQM9FHQ\n", "3qDTQBeD/gD6K+ghLEXvneC11jvmgl4CPQyaCvoaaMmsfztDI0G3gN4D7ZypJdl72RXmVMc97kGE\n", "YAJWZ2MqsLMXG6qFxgAbYV7Xh4FngEexqnqPQPRah+YdCqwKfAzYIHxdj1JnllnAC8B/qxz/qf/z\n", "aE5nbE4KLYp5/xsDO0H0+9QtsLnPI1svu8Ik97gdPN7dHw0BrQH6Mugc0ANhwax34eyZkAVR7r2+\n", "BvoL6DzQ4aAdsXznhZucd1XQ7qBTQLeHOHPvHG+D7gjP7R7OrSzR2mVoNOhvWOrgZ1OdGbYJi49Z\n", "e9nluMftlBjc8e4+3vTE8Hjx8OR/gL8Bfw3H3yF6MyzWjce84Y9UfB1bPjjwNCXvvMxLZwTmQfd6\n", "0xsAi4Xr3gGmY/+L3uMRiN5L9FcvBBqDNXZYE/gcRB1v8iDYBvgd8EfsTnRep+dskJra6cI9CJEV\n", "NLoTW6haP7Jb6i5EQ7BFuInYbfDE8H2EvS7vpyTSfwMehajJolhaDBPxSkH/CDCqygVzsQJS5SL9\n", "EERZ3pLnDC0J3AqsAkyG6PaOzZRf0QYPlTiVdG9+t4aBtgP9HvTfstDD62FR7yjQp+22vKN2RKDl\n", "QD1hIXBfLAUvpVS7oqOlw+LrW6CJHZmhFB75fU43p3ket9Ofsnj3N7O2pX00DjQF9HwQ6hewYkh7\n", "hfhwF304DRa0HOgx0BugjyU6cv5FG1y4nVoIzhTMlcVcC4Aii4NqTdBWYVHx+rCQuCA83s48b6f4\n", "aEXQk+GO6aOJjFgM0QYXbqcasnoahwWvO87aniDKy4I2DpkaB4B+hO3ouxX0KGgW/XOUnw/e9ris\n", "fwOnE2ij8H8+se2RiiPaUEc73SsZpMgyGs7F+uqdgnU0SWPmYVj7rwnY4tOEsscr079s5jwsd/l5\n", "4F7guvC4/HjGF/e6ml2A94BftDNIzhciU2dFbAX4AWyV/oCK593jzhmC1QUPCd6WvSmSnmFh0Oqg\n", "bUDfBp0B+mPwmOdVeMtzQA+CrsFylr8F+lxYyPugx6YHOxqL7Qw9r61RiuVp99JR7VwWWDc8HoXl\n", "rK6e1uROcwh2CYL9kPr+n9odeXPQjdiGlQUV4vwG6B7Q5VhluC+HbIsV6fpNJU576DSsJviElkco\n", "pmhDytp5NbBlVpM71ZEV+D8lKOnlKm3+aHfk8aArgkA/A/oN6P+w3X4bg5Zyr9lpDa0Q7sjOaXmE\n", "4oo2pKid47GdY+UbD1y4Kwg51F9TSjWaBWMFd8i64ByUTN62FgEdE25jZ4GOBI0c+DrHaRT9FCs3\n", "ML6lq4st2pCSdo7CdoF9vsrkcdnRk4YxeSOI9WGyCn29MYRZgm+prC9hB+b9pKy34YuCTyYwYgT6\n", "QvCuBbrEQh6OkyRaKayH/Lylq4sp2j301cqOC/dw4Ebg21WeG7QedxWxfkfWympXwXKCs8PPpyXt\n", "fYdUv+8EL/t29a2p0eqo64BuC4I9HfSp9sd0nGrobKwU7UpNX1lM0a5GR7UzAn6DpZSlPnneGECs\n", "+9WuEEySdQZPzPsWLBbi2L29JtvcZq0lQT/D6iW/im3hbrBxrOM0iz4UQiRnNn1l94g2dFg7PwEs\n", "wKqb3RuOyWlNngeaFesq149OyvtWoql+GhbS814PK/ung5Zob0zHGQidGxYll2/qqu4SbchYO7tS\n", "uNsV6xpjtuV9K9FUP20O+lcIi/wJlJcaxU5XownBSTi1qau6T7TBhTs5BJsnKdZVxi/3vv8sywLp\n", "kZVgrXXNSMFpSiTVT0th+dbCakRs7+l8TjpoCOi3oNmgZRu+Cj7dhaINLtzJITggCOTpSYl1jXkm\n", "Ce6SFYDqzUJ5UvA7wVHBw1hBsIngkXBem6l++jRWVW8uVv7U0/uclNBCoEvDS/3Ipq6EOwV/7TLR\n", "hjra6Y0UmkQwFOvZuAawbgQvdXi+4VjYYz1sh2rv18XLTrsb2CuysgOtzDICq1VyMPAgsBtE97Vu\n", "tZMLYiJgaey1unrZ13eAfYiZmaF1ZWgMcBWWDncIcJIlRTVwpTWseATYPYKLO2ZiNtTUThfuFpBt\n", "85+OidykyArgpDl/hG126m0ke1nrTU21NtYgdT3gLOBgiGYnYaeTEibQK9JfoNegf4jtWWAF4O/A\n", "FsRk/L/WCljRp1WBvSBqSnxlDse3gLERWf8uiePCnTSybf1TgSlRLkqiNouGA4cDRwGvAV+F6Jps\n", "bXLqEjMM+BD9BXp1+lZVXAA8ATyEORcPhscPE/MWMQcCp2LlKXYiTtfxKKGlgXuwu8ftm+0vGe5+\n", "nwL+GMFXk7cvc1y4O4HgGEz4JkXW4LQgaB3My14Xu708AKLXMjXJ6U/MUOx/tGU4PondYfUyH2tI\n", "3CvQvV8fJWbOAGOfgm2YOwM4kDiLtSgdBJwMbAzRXU1fDZOAm7Cm139J2rocUFM7vR53e0wBPgVc\n", "pBTi3e3Tz8veHqKrs7XJeR8LeaxKSah7KIU6XsdCCvdQEugniJnf4mwHAysB+wNPUnsDXSfZCZje\n", "imgH9gIew5o9Dyrc424T2Vby6djCYOrx7sZxLzuXxKxASai3AHo3ncwG7sDu5G4GphPTZAf6Aece\n", "CdwCbATsQswViY5fFy0PPAccCVHTTTxk4ZWXgB9EcFzS1uUED5V0EsGnsVu2HMa7+3nZ+7mXnSEx\n", "HwA2pyTWHwnPvAvcRUmo/0acQoeWmA9iYYYVscXKlEIO2h84HVgNokeavhq+ApwNjItswbUbceHu\n", "NPmMd7uX3RQWqlgO+3v1pl6ugt1FzcVaXc0re9zMz1bBhHo9Su+H+ygJ9R3EvNXpX7EqMatg4YYI\n", "2ISYRzs/qW4HxkC0dktXw53ArAi2StauXOHC3WnCCvefsBX+jOPd7mUPiC38fZj++fEfLDtrNpYj\n", "LGAhbINH5dcRNF7E63FKQn0rMa+0/XskRcxELGzyAjCxszneGov1Co0hmtL01d2du12OC3ca5CPe\n", "3cfLvgTYf9B72TGLAGvRV6TXpm+GxkxKRdJ6C6Y93lCqXMwQTLzrifsrxDydzC/UIWJ2AK6g4zne\n", "+gbwU2BNiB5s+uruzt0ux4U7DQTjgBOAXYH9IovBpWnBlsANWAbCfhBdle78OSBmBLAxtu6wDnYH\n", "NIG+BbseoyTO07GFvxdTtjSfxPSm6J0e8r0TRkOxsMyiEK3Z9NWwIXAd8Psuzd0ux9MBO0UQ652A\n", "nbHV+XnAtVgMLm2OwW5BNxg0XrbFpT+MxTq3whb+emvI/BdLnbudklDPyCyWXAx6NeGJDo3/PUx8\n", "927mItndS4xtiZ9B92aSNIR73C1QQ6xvBC4Hro3gjQys2hT4M7YAeUb686eIZWZsQUmsx4Vn3sLi\n", "tDdhu1r/nc3GkoISszJwP5YjvjFxq2UUaqENsQyW3wG7NlGPZEMs/PcR4AfA8REt568XCQ+VJIEs\n", "4+BnwHbkQqzL0dXYzrqVIJqVrS0JEzMc+4DsFeoNsdDHAuAfmFDfBNzVxoaUwY3dudyIfSBuSMy9\n", "yU6gxYB/Yp7zOhD9Z8Ar+nvZe0WWiTNY8FBJO4SiTl8ETsME+8vAldmLdS9aDfswmdIVom0isgom\n", "0pMwMemtMf4McC4m1LcQ83omNnYfe2B/6xOTF23AcrZXBnoaFO1yL/sYBo+X3RAu3AMQvOyzgW2A\n", "S4H9I3g1W6v6cTBWqrPpHn25woooHQR8A6t+CPA2cCslr/qxLgl/jMQWT9/A4vDZYZtwTsHi2nHy\n", "E2hXbHv6DyC6o+6Z/b3sjw0yLzs3FPJNJgvA7Sn4j+BlwQ5Z21QdLRcaHxRdtNcg5i5iRMz9xBxL\n", "zKdClkgR6b3FHQtsRt8+oqtimREPAL8F/rfimnSJuSD83SclP7jGg/4L+guorqMo2FDwgGC+4P/U\n", "dpPrwuMdcJpBsJzg2tB15hLBUlnbVBv9COu+3nKD4UyJGUbMocTMJWYOMd8Lm2OKxBAs7XBX4EvY\n", "XRrA54GHsQyjn2O55GB3FBeEx9sCt1G7e8swLJ3xM1iIbplELY/ZKoj2+YmOC5hQ68+gN0EfqnkW\n", "LCQ4XvCe4F7ZnYjjwt0YxfGye9HioDes5VMB6etl/4243QbHmbEt1oXoEiwuex6lhezeLdkHAheF\n", "x8ditTbAOtRcilUCrOTnWFxXZcc/SKpFV8yixDxBzCvEnXBOdHRoRbZ7zTPcy66HC/dAFMvL7kVn\n", "hDfGBllb0hTd4WWXsxLWFQlgYSwW/zksNrsQ5pEvCe9v8jkT2K3s+p8Bu9M/VPITrGTBXZjo34+9\n", "n05MxOqYE8OHZk1hbR1tGu4EL6h5BqwZBNu97Oq4cNeieF52L/pWEO2Ts7akKbrHy65Gr7f4EFae\n", "dSYwuuz5V4AxWJbE/pS61pwO7EP/ZIFK73MC8Cb2nprclqUx6xPzHjE3hCyeBNHioKdAT4BG1zwL\n", "ThG8Kvuwc/pTUzuH1HpiMBAyRq4Bzse2iq8Z2eaAnKPPYamJ12A70fJPzFBiDsV2L66DZQ1sSpxx\n", "RkVyDMHCGntgnvHzWPZR+bbuZ7Bdnv/EWpCNDT8fi4l05YaXyvS3x4H9wuPzKXn5zWHZO+cAc4Cv\n", "J5ulowgL8ayANZ1+s+pZ9vvuDlwUMUC3HicTcutxC24KoZF9sralcbQB6G3QPaBFBz4/J1hopOhe\n", "9pJQ1/alsAqR24fvLwG+W/b8pdgiI8CFWAeliVhmSU8TdkzF3ldHNnFNiZjvh//Fdwc+uRk0EvTL\n", "cCd4RN0zYZ/w3lsvWRu6Cg+VVEPwiRAiuV9WSD7n6EOgl8Jt6NgBT88Ltgj2CjEzgrdXFEZgInw6\n", "llMsrCtNJb2hhmOwnPpeJmOe7e7h52dSakW2GuaZ3gN8jcZTAdfE6nvPpa833zgxSxNzfLLrCloF\n", "dG8Q7eNCManqZ8LY8L7r5pKsSeDCXYuwQPKM4DnBR7O2pzZaEvQI6HVQsTzWmO8ED2+XrE1pgt6Q\n", "RnlGx3PAr6guspOxjuM/DscZWDhkE2Aa5lW3W/R/GFZyVcD32xwrQbRDyG56PYTxap9pa0pXC2YW\n", "IwEgU1y46yFYXjBD8F81d8uaEhoZNjDMAX0ia2uaImZhYl4k5qECZY7sgRWsEiaU+2Jb8Ot5xV8B\n", "/oXVij4I2JTkU9sODTbdzUC7nhNfcKyGRoBOCV72XaBxA14BXwghkiJ9iGeFC/dACBYX3CKYK/hC\n", "1vaU0FDQVaAFoB2ztqZpYr4ZvO0vZm1KAywK/JqSh30C+ckrXhNbxJtHLu4MtWJwJgQ63UR8gCvg\n", "g4JXBFeqSwrPdRgX7kYIO7guDh7Bd7K2x1bodWZ4cxyQtTVNEzOCmGeIebwAse11sF2OwtL4PlP/\n", "9FRZhFIOd91FP2I+ExYfDyRmdWLGJG+OhoAexnZE7tzwVbY/4nW1mg0z+HDhbhTBEMGPg3ifrExT\n", "JnVoEO1kNlykTcy+wdveN2tT6hBhW9DnYK/VP1FK08sLZ2O23Qp1wk2Wm/0yMXsRcxUx54c7nlXD\n", "8wmFqjQ5vC53bfgK+Hx4TxXhzisvuHA3i+BAwQLBZbLdb2lbsHt4c1xiHk7BsN2RjwePO6+FopbA\n", "eiwKy6H+PvWEMRt2wex7hVINlOrEHEbMUWXff46YX4YdkgluctE1Ibupof+rYAnBi4LrPUTSFC7c\n", "rSDYSTBHME104paz5sxbguaBbgVl8KGRADF7BG/7m1mbUoOJWBaIsI0xm2ZqTXVWxsq+CttCX5+Y\n", "zxJzN9axvfdnSxNzCTFXJ/MBqnHYVvZjG74Cfi14Q7Ypx2kcF+5WEXwq3VxvrR1Sq+4HpfhhkSC2\n", "S/KhkE0ycuALUmUIcBjmYQu4CvhAphZVZwSl1L+fNHyVbXSaQszmxO/njBOEe+n2zdIPg3Cv1NDZ\n", "MDmESL4y8NlOBTW101uXNYBsRf+P2Jt+68jSvjox00pYB2wBEyF6tjPzdJiYnbGWbgcTNyE6nWcZ\n", "4DdYPvU8bFfjT8mnc3EitmnnHiwXfF7NM61X5GisOfLL2O81DlvQnIV1D9qLuN1CThoBPAvcBdH/\n", "DHi22XQ/8CgwKcrn3znP1NTO4sVOMyCygvcTgdeBO2S9HRNGi2MfDqOArQss2hG2Ffs1bGdgXlgP\n", "q9a3FSYkG2E7GfMoJpMx0X4Lq/FdT7R3wzb37Ic1ZziamGOxHZtDsN93Atbcul12wMrQ/qzB83+E\n", "lQn4iot28eiaf5jgk+G2r2apyjZG/2xYjMxrTLgxYhYPse1zszalghOw1+KzlPpX5pFFKMXed6t7\n", "pqVbziBmk/D9ssT8kZhH3/9Z73lto0VAj4ZjQIdPsF14r+zf/tyDFo9xt4tgHVkJyntlXkTSMywM\n", "mol1ay82MQ8SMyNrMypYBtuyLqypQV45BrPxugHPjFmImLP7iLT9fDdibiZm3eTM0k+CY7H5gGfC\n", "+LAudI1nkbRFTe1MIlQyGdu48Bi2JbfrkG3OuBnz1j4dWRggYaI52O3tto0u/OSYm4CPEucqH/pl\n", "YGesVOpJdCTc1TYrY++hecC3Gzh/Hlb7+0ji0Fw5JiLmYqwd2seSMUubYtv4fwbRrXXPtEXVS7G6\n", "4Xt5iKQztCvcQ7E44WRgDazpabEKIA1AOqL9Pr0x4f3qnpV/bgpfO9B8ti3+igniMGzxNE8fLGCd\n", "1hfCPlj+XffMmDEhJHUqVrlwOjFHUspDH4cVymoTjcTKADxNY47Z8cAGwBciWxNycshErAFBL4eF\n", "o5zCfuJ2PjxSddarQ8ikmPnb0FvGdR4xF2ZtShUiLLNEwJ/JTy2SrSnF4OvXWY/5CTEv9MmRj1mb\n", "mDuJuYmY84i5hziJ300nhRDJFgOeWYpr56BcRFfQMe3cCfhl2fd7YOUsU5m8k2Qj2gCaFN4oe6Q3\n", "ZweIuYWYmcS5zFxaBMswEXBqxraAedmPYvbUr/0RMyEsPu5JzI1hMXLtsuc3JWYccRL1QLQJVtzs\n", "rAHPhIUFL3hcO1Fqame7hX8aFeW47PG0cOSWlMMjldyMvYm/Cbn0WBvlJmBz7G95b8a2VDIbS227\n", "B1uovAvrVpMVB2FhjVuxLfj1eAYLWVyHta7bH7gobLA5CkvXG0bMbe2ZpJFY7fFnsTZzdYlsh/HW\n", "wLMe126ZHlIqK70xfUMlh9M/Dlaof2J2nnYfKw6kiN3by7GCRyLO9YL1NtjrcxawVkY2rBDmf5fW\n", "O9psTMylIZvnTWI+2L5Z+nF4DX66/bGcFumYdg7DGpiOx1aTp9N/cbIwwp0P0Qbb6q5ZoF9lZ0Ob\n", "xAzB2pXdnLUpAzAFe40+CiyewfyXhvlPbnskqwz4tbbHQRuHbe19NlDJN+ylTUe1c2vgEWwV/PC0\n", "J0+K/Ij2+xadDXoHlANbWiTmYmLmEg+w2JYtQ7G7RgFXk6449YR5X6LdD42YbYj5Q/smaWHQQ6Cn\n", "QaP7PWtlj13A08E34NQjf6INodiUQAcPfG5OsbrQImbrrE0ZgCUp7VaszIrqFMOxmjcCvtT2aJa/\n", "ncCOUJ0QXnd9UjkF+8nyzHu/H6L8lcDtNly4ayFYOX+i3YvuAD3eyBbjXBKzfBDu80mlB2JbbIA1\n", "U3gPWyD+KXAAVutjWZLNlBiGhUYE/IVWPFir/rdIgjYB6gkhkl/0+SnsKJgvmC74uQibfUrP9/PM\n", "nURw4a6FYJ+Qe5rAgk7SaI/g/eSxVnRjxFwXxPs84iwaUjTFHpQ64VQeM4GpWInVPYF1aa3BxoeA\n", "O8OYs7HiV81R6uM5UAZKE2jbEJp7uDJEEsT6AMFYwWmCfwnOUmhBJjhW+a7/UlRcuGtRJtztpkZ2\n", "AI3GOruflrUlLWP1NM4LQvMXYpbJ2qQBWBQT5V2Bo4HLsG3l79FfzOdj4Y4Lge9hfSrreee7UWqM\n", "UG0hf2BivhP+lv8gTqqOuPYBvQv6O6ifAyMYobImCILVBGcI/i54XLY24CSPC3ct8i3cgHV4f6Gw\n", "4RLojb8eTMwCYp5uvy50JozEan/sA5yG5Vy/TmPe+cco7dbszSBpzlu3v+HhZR+ACWTAKAIdFu7q\n", "bgSNaupqWFeWv53A1nqnCi7ctSiAcP9veGPlsShSc1jmw5vEvE3M57M2JwEizBP9HJZRdSnwINW9\n", "897skea7x8csRsxFQbRvS2gRcgjolPDaupgG+0f2GQG+IftAcjpDTe0c9B1wZB7UucDwyDZB5Awt\n", "hnlwv4TogKytaZuYNYFrsVjvEcDxxPn+cG+BkVjRtXWAtcPxLBZOmdnUSDHrY+GaVbDX6QHEzG7P\n", "PI3ACkftht09fAeiBU2PAgsDIyKrBOgkT03tdOHOvXAD6EqsoNeKEL2XtTVtE7MUcCXwKeBiYF9i\n", "3snWqJxhWTjfxMIt84CvhXKtbaJR2N9+K+wu4UcQddsHZ7dQUzuLGzcdXPSWIC1udkk5Ma9iJV/P\n", "xby+aTmr3Z0t1uT3Sqxg2wPA+smINmBt5T4NfBmiE1y0i4kLdzG4HngH2CVrQxIjZh7W+fvb2OLd\n", "P0JYYHATszFWlGt7TLgnEvNYMoNrGLZYeh1ETZdTECwV9jtsmIw9Tp7J9Sd62ouTMhdnO8ENsiJd\n", "jV75W9DVA/9HAAARhklEQVRLoO7brRYzmZg3iJlNPEBZ027FarscQsx8Yv5DzPbJT6Ktw2JkS2ML\n", "9gzvleWStsypSk3tdI87JXoFGyslejVWp+KHTQxxOdY3sfjZJZXE3IB9iL0AXE7MFOK8Zvl0AKvm\n", "dz3WFf1uYF1irurATHthJYqvb/H6bYF7Ivs/ORniwt1hqgj228CWwN7AFmq8L+AfsJ123RMuKSfm\n", "IWAj4BbgKODPxKyarVEpENODNXWYDPwY+BQxTyc/kZYAPg9cBNG8pq+26p+fwTKCnEFA3kMle4Xb\n", "v806MPZHw+4yCW6XCXUUnhsmeEJwQRMjXo61NUu4RkWOiBkaQgZziZlDzC+I+WjWZnUE27r+Xih/\n", "O7mzk+nrIUzS/BZ7QPDN8Dr2dYj08A04tQgLLn8VLAh1GNouQSoYLjhSME/wkGBLVUnrEZwr+HsT\n", "I38yvPmObtfG3BOzFjF/CJtORMytxGxP3AUV6WwX5BFlW9dTiBnrDtD9tluyiatgqOBHQbR/Ve11\n", "7HQMF+56hBfnwWH77r/VRhw5eNn3CN4LL/iF65x7oqwRRTMzXAaaDVqxVRsLRcxHiDkt7LgUMU8F\n", "jzyhOh0pY6J9UtmHUQqV9bRS+MA/oqmrYDFZD8kFgu+5aKeOC3cjyIrntOR9V/GyN2rgmsMF/2nS\n", "ynFYFbek8nqLQcxoYvYn5pEgerMLF0axMNA5wf5riBmZzsQ6JAj3hIavgPGCGYK3ZIuSTvq4cDdK\n", "K953M152xXVfDbegTd7+awpFL/faKpY2N7lwYZSYEcRcHuy9kJjh6U2ue0F/a/hs2FQwU/CUKNAH\n", "Y/fhwt0sjXjfrXjZFdfvFIR7qSatWxT0HOhuilw1sF2KEkaJWYSYPwYbf0qcZjaXVg8f8gc2dDZ8\n", "STBX8GdZx3gnO2pq56CvVVKP4AkfBBwLPAfsHcEd4bmPAudhtZtPAo6OrAh/M+NvjqW/rRpZs9pm\n", "rt4NuAjYB6JfN3dtl2Fx4i8B+2MlRt/BamT/A6uZPS98beXxAmAU1uWl1WNxbIPXccCR6RbV0hSs\n", "mNcKEL1Y8yx7rR8HHIK9rveLYG4qJjq1qKmdLtwNIFgNq6a2EbYN+RXg/7CFxb0iuKvFcdfBCupv\n", "EsFfm7w6wjqpTADWgeilVmzoKsyT3QprOZZFn8tZWKW8N4G3yh6/CdxCzPnpmqMIcwiegWjLmmdZ\n", "95qLgG2AQ4GTooLeKXcZLtztUuF9D6dFL7tizBWBZ4BtopZ2s2ltTPD/BfRA1LItXUfMilhhruHh\n", "GNHi4yH0F+Fqx9vEeasuKasBA/tCdG7VM6x/5DVYmd3dIt9gkycy1c6u+uQWTJDVV05irEVCjHvP\n", "NkbZIcQwL2w2R9fpdnQyaF7YNdn/2dIi5JO+CJlLfHEyj8i2w8+RVchrZ6Qjgnh/PxnLnOKjoaDn\n", "Qb+v+qwvQhYBF+68InheMKXNUSLQRUG8d0jGMqfYqCe8Hr7Q56eW7vrjcKf3a7XWqd5JBxfuvCKY\n", "Llv4bHekkaC7sG7dPwct2/6YTjFRBLoe9DYVdW0EuwXRPth3QuYeF+68IjhF8JISqdSoD4DOAM0P\n", "b9oY61npDCq0X/C2+/UoFewvT/MrCi7ceUWwWfCAJiY46oexSoICvYxVhktxp56THVoNq2VzQ7XF\n", "ahfuQuHCnRSCxQUfTHC8YYJXZUX0E0YbgW4PAv4IaHvPPOlmNAJ0D+gVUNUeni7chcKFOwkE2wte\n", "lhXe+VpSMcKwSPRoZ2KOikDbgh4MAn4ng7HGyaBAJ4T/8XY1z3DhLhIu3O0gq9l9SQhpXBuEVoKp\n", "gnEJjL9dGG/1JOytMcsw0FdAL4Q39+9A3d9hZtCgHtAC0C/qnuXCXSRcuFulzMv+j+CLKnWw+azg\n", "uSS877ARZ7bg8OQsrznboqAjQW+GDJSzPAOl6GgJ0LMhHFa3FLELd6Fw4W4FwfFlXna/LiWCMbKu\n", "IG1734Kr1GLNkxZnXLoiA+VYUJNVCp3sUQS6NPwfB+xf6sJdKFy4W0EwUbDnQN508L6fb8f7DjvZ\n", "JFi+dYtboU8GytugE90DLxL6Ik3smnXhLhQu3J0meN8tx74FS8oaMXy9UzYOYMGaWL2T97AOO6cz\n", "WNqjFRZ9KIS8bgc11ETChbtQuHCnRTvet+BWwY2dtK8BK1YBnRNuvefZYpdWztYmpz8aFjKE3gA1\n", "7CS4cBcKF+40qeJ9N1TER3CgYL5gTKdtbMCacaAzQXPCIuZvQCmHcZza6JgQItmtqatcuIuEC3c1\n", "BJfU+PknBb9qc+ylBP8M4r17g9dsGM5PcBdlu2gs6CRsN94joGWytmhwo1Gg84JoX9D01S7cRcKF\n", "uxqCF2TdrCuP9QQvtzHujrI6x31SCBu4bpsg3DmMLWtT0CzQdFAO7ggGI1o3fHguCB73sKZHcOEu\n", "Eh3TzhOBh4D7gN9hvfVSm7xdZPWI/1XraGG8pQSX1kshHOD6b4VQSU67lWurEPe+c6B8YSdJ9HHQ\n", "xWHd4XnQ5i2P5MJdJDqmnZMoVbU7IRypTd4ugmcHeH5oE95yS152xRgnyfpY5hjtGDJPbgR5LeeO\n", "oWGgXUB/CWGRN0A/AbVVJ8eFu1Ckop3bY521M5m8FQR7D/D8IYI/1Uvta9fLrhjrCsHNrV6fHto7\n", "iMkVrdyuO/XQEqBDQM+Ev/FjoG+RUHleF+5CkYp2XgtUW+HOrXAPhGCy6mxrT8LLrhjvbkHVpq75\n", "QwcGYfk1KIFa4oMdrQb6WVhHEOhmrDhYon9bF+5C0ZZ2TsXivZXHtmXnHAFcWWfyuOzoaceYtAmp\n", "fecGj/pPgnFJetkVc70qOCqJsdJBRweROZWuLxfbiXrmikCTQH8If8c5oHNBiTSjrjqjC3ee6aGv\n", "VnbU6d0LuBNYuMbzhfW4yxFsXeZ9J+Zll42/WPgg+GIS46WDItApQXSOztqa9tAQ0Hj6VEzUUqBr\n", "QA9ju0oTyqbRSKxS4wPhb/cS6ChQx5v2unAXio5p52TgAaBecaKuEG6gt4nCzwWXJeVll429VhDu\n", "TyY5bufRENCvggAdVEzPW1GI179iIg2UyuCebIKtQ0FntznP8qAfgl4Nf69/gvZMc5HXhbtQ1NTO\n", "dt9kjwEjgNfD938FvlFl8gK+mdNFsA22TrBSNEC2S/7QMOBSYEfs//02MCt8rTwa+flrwOMQzUrx\n", "d9gUeAa4BtgYormg24DvQnQ31nR3Rnju1QbGGwmMBZbFPuS3B3bBUj2vBk4F7oAoVcdGsD9wUuTd\n", "3YtATe1sNyPgw21e75QYD7wLvJCxHS0QvQvaHfgTJlajqhwfAFYCFi372QDioecx56DyeByiOQn/\n", "DneCRgELsCyiR7FKje+F52eD3gU+AlQRbo0HzsOEeiwwuuKEt4AzgTMgeiJZ253Bhqdy5YfxmKc5\n", "lPfFokhEc4GfN3eNhtNXyEeF75fBnILeY3v6huMEehYT1+uB8yD6b1vmG7Owu8eVw9ivAKsC94bn\n", "n8KE+y8WXunjLc/G9jTMwAqFvVR2vAg8lu4dRE2WzNoApxh0TYy7kwh2ELwrmCFYP2t78ofGgDYE\n", "7RayWS4E3RdixbOwKobrJjDPBZbqCKBfgqaUPXcW6NvhcaHCf4LRgrPDOkqtDDAnX2SqnS7cDSJY\n", "Pwj3u4IpsvUDpy5aHytDO5tSM+TdQOFvp8Wwbvd7Y8Wy/gh6ovR8v/GOKom1/gd0kWWaaMUg5IVr\n", "tCyYJHha8LbgmyrtdnbyjQt3URCMEPzAve9m0RIhq+WxIOAzQU+Hx73HOyGT40JQlZCBFgH9KKT/\n", "7Qn6GOjz4ft/g44N5xXC267wsm+VhYCc4uDCXTTc+24VDcGKYV0SBPrw4DmvQt0uMRoGmopVP7wm\n", "CPh4E2mNTc38hHAvuytw4S4i7n07zeJedlfhwl1kBBvISs269+3UpMzLnuVedlfgwl10BAu59+1U\n", "o8LLnuZedtfgwt0tuPftlONedlfTsS3vjU5eiFX4oiDbcXgkcDgwk1LJgXZ4GPgtcH1k286dHCPb\n", "mXki8FXgNmCfCHxHZndRUztduAuMYAOsmmC7rc6GYA2K1wPmAH/ARPw6F/H8Ies8dQ62m/QQ4KzI\n", "tuo73UWm2umhkoIgWEVwmErd6d8RXCnYVbYd3ckQj2UPOjzG7TRHDRE/ToOkqpxgiKwE6i2qXWs+\n", "TXuWETzhsexBhQu30zpBxI+XdaB/QLBh1jZ1EsEEwW1lWy5XyNieoYKpsgYeq2Rpi5MqLtxO+wjW\n", "EdwbMlq6zvsu87JnCZ4SnJgT4T5KsCDEtp3Bgwu3kwyC4YKju837rvCyz5K1kvts1sIt2FzwnmDK\n", "wGc7XYYLt5Ms3eJ9V/Gytyx7LlPhDnHtF2Vb19vNHHKKhwu3kzxVvO+PC4YlcKSSAlXNy654PjPh\n", "LotrvyzrqOMMPly4nc5R5n0roeM1wbmCyYLhHbC3ppddcV6Wwu1xbaemdnrrMqdtIrhP8HGsxVgS\n", "+d4fAXYG9gFelzXX/S1wcwTz2xlYMAH4FfAprNXaIZH1g8wNgs2BGDg2gqkZm+MMUtzjdppG1tBx\n", "A8EJsvzltjzxRr3simtS97g9ru2U4aESp7i0K+IDxbLrXJeqcHtc26nAhdvpDpoR8Va87Iq50hZu\n", "j2s75bhwO91HmYj/qIqI79SKl10xfmrCLc/Xdvrjwu10NzVEvGkvu2LMLcI4MwRHClZN0uYwRyTY\n", "V/CmrHCUx7WdXly4ncFDEMPVBIu2Oc4QwQ6Cy0K4RbIMmkREXLCS4MYw7vmCMe2O6XQVLtyO0w6C\n", "RUL4pW0Rr/CyXxBs0ym7nULjwu04SdGOiFfxspdIy26ncLhwO04nCCK+40Ai7l620wIu3I7TaWqI\n", "+IyQ5udettMsLtyOkyZVRNy9bKdZXLgdJysEC6sDxbKcrseF23Ecp2DU1E5vOOo4jlMwXLgdx3EK\n", "hgu34zhOwXDhdhzHKRgu3I7jOAUjCeH+LrAA+EACYzmO4zgD0K5wr4gVfX86AVscx3GcFPgtsDbw\n", "JLU9bs/jdhzHaZ6O5HFvBzwHzGhjDMdxHKdJhg3w/FRg2So/PwI4HNiq7GdRnXHissfTwuE4juOU\n", "6AlHx1gLeBkLkTwJzAeeApaucq6HShzHcZqn49rpMW7HcZxk6XitEhdnx3GcLsJF3XEcp3m8OqDj\n", "OE634MLtOI5TMFy4HcdxCoYLt+M4TsFw4XYcxykYLtyO4zgFw4XbcRynYLhwO47jFAwXbsdxnILR\n", "bcLdk7UBOaUnawNyTE/WBuSUnqwNyDE9WRvgwj046MnagBzTk7UBOaUnawNyTE/WBnSbcDuO43Q9\n", "LtyO4zgFo17XmqSYBmyWwjyO4zjdxG3kICzjOI7jOI7jOI7jOI7jZMJ3gQXU7oM5GDkReAi4D/gd\n", "sHi25mTOZOBh4DHg0IxtyRMrArcCDwD3Awdka07uGArcC1ybtSHdxorADdRvYDwYmUQpi+iEcAxW\n", "hgL/BsYDw4HpwOpZGpQjlgXWDY9HAY/gf5tyvgNcBFyTpRHdmA54MnBI1kbkkKnYXQjAXcAKGdqS\n", "NR/HhPspYD5wKbBdlgbliJewDzKAt7G7tOWyMydXrAB8FjiHdDLyatJtwr0d8BwwI2tDcs4+wB+y\n", "NiJDlgeeLfv+ufAzpy/jgfWwD3oHTgG+R8kByoxhWRvQAlOx27lKjgAOB7Yq+1mmn4oZUOtv831K\n", "MbkjgHnAxWkZlUNqds923mcUcAVwIOZ5D3a2AWZi8e2ebE3pLtYCXsZi209it8BPAUtnaFPe2Au4\n", "E1g4YzuyZmNsHaSXw/EFynKGAzcC387akBxxHHaX9iTwIjAL+E2mFnUpvjjZl8lYpsBSWRuSA4YB\n", "j2OhgBH44mQ5ESZIp2RtSI7ZDM8q6RhP4MJdzmPA09it3r3Az7I1J3O2xjIm/o153I7xCSyGO53S\n", "a2Vyphblj83IOKvEcRzHcRzHcRzHcRzHcRzHcRzHcRzHcRzHcRzHcRzHcRzHcRzHcZw6/D+bC9ne\n", "zXu6FQAAAABJRU5ErkJggg==\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", "H, xedges, yedges = np.histogram2d(-norm.ppf(norm.sf(maxcomb)*N*M), peekrun1, range=[[-5,5],[-5,5]], bins=(20, 20))\n", "extent = [yedges[0], yedges[-1], xedges[0], xedges[-1]]\n", "#subplots_adjust(bottom=0.15, left=0.15)\n", "levels = (2.0e2, 1.0e2, 1.0e1, 1.0e0)\n", "cset = plt.contour(H, levels, origin='lower',colors=['black','green','blue','red'],linewidths=(1.9, 1.6, 1.5, 1.4),extent=extent)\n", "plt.clabel(cset, inline=1, fontsize=10, fmt='%1.0i')\n", "for c in cset.collections:\n", " c.set_linestyle('solid')" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAX8AAAEPCAYAAACqZsSmAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XmY5XdZ5/3X2U/te9fSXb13Ojt0SIAQWZVFVoUoiwyo\n", "M864jTqO16POM2ocHR5nHJdB0RkY9AEVEZFFFGQLISGBQCAJ2ZPeu6q7a9+3s84f92m6CVma0J1K\n", "p3/v6zpXna3O+f5O1bm/9+9ePjcJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJCQkJ\n", "CQkJCQmPSCc+jPtwL567vstJSEhISHgyeB9+snE9i451XEtCQkJCwpNAB/av9yISEhISzkfS6/je\n", "2zCBv8Q38B40r+N6EhISEs4b1tP4Z3EF/qzxcwm/to7rSUhISDhvyK7je480Ll9r3P6w7zT+e7Hj\n", "yVxUQkJCwtOAfdi53ot4LG7EBY3r1+G/Pezx+pO6mief69Z7AWeZ69Z7AWeZ69Z7AWeR69Z7AWeZ\n", "69Z7AWeZx7Wd6+n5w7/H3yAvdqqfWN/lJCQkJJwfrLfxvxNXrfMaEhISEs471jPhm8AN672As8wN\n", "672As8wN672As8gN672As8wN672AhMfm6R7zT0hISDgbPK7tTDz/hISEhPOQxPgnJCQknIckxj8h\n", "ISHhPCQx/gkJCQnnIYnxT0hISDgPSYx/QkJCwnlIYvwTEhISzkMS45+QkJBwHpIY/4SEhITzkMT4\n", "JyQkJJyHJMY/ISEh4TwkMf4JCQkJZ5E6fXWeud7reDiJ8U9ISEg4S9R5A76JH1jvtZxrJKqeCQkJ\n", "5xwNb//v6txf5+r1WcK5zTl/AAkJCecXdd5Q51id36/TtH7LOLc55w8gISHh/OAp4O0/bDnnNuf8\n", "ASQkJDz9eYp4+6dyztvOc/4AEhISnr48xbz9Uznnbec5fwAJCQlPT56C3v6pnPO285w/gISEhLNK\n", "DkVknqw3fAp7+6dyztvOc/4AEhISzhad7fzMLn5vJ2/Z4Unwvp/i3v6pnPO285w/gISEhLNCLgz/\n", "0hD1IfYO88ptZ+vNzhFv/1Qe13YmHb4JCQnnIhm21Glu3NxRpTvrLNi0U7p0D2NPii+f6fdYD7Lr\n", "vYCEhISEJ0CZb9TYlwnD/5kC+1ZQO1NvUKcPf4pn4PVPF6N/rpCEfRISEh6NIi/dxpt2cvUmZ9CZ\n", "PYdi+4/GOW87z/kDSEhIOOucsVDPORjbfzTOCduZwe34xCM8dk4cQEJCwrnP08DbP5XHtZ1PhZj/\n", "L+JetK33QhISEs4/ztfY/npX+2zCK/F/kFrntSQkJJxnPF0rec4F/h578EJJ2CchIeFJ4mkU2380\n", "ntJ1/q/GuIj3J15/QkLCY5Hnyg1cPYCW7+WFEm8/WM+Y//PwWhH2KaId78fbHva86065fkPjkpCQ\n", "cP6Q5Uc38VPoqfLhdv7XUaYXv5sXeZrH9l/UuJxzJGGfhISER6ONv94ZMg4npBxeOPzdvMDTrJLn\n", "dDgnqn1OkBj6hISER6FySmh4Pk2mejq/9TT39p/WJBtCQkJChldsDe//k9tD0O3xvffz0Ns/lXPe\n", "dp7zB5CQkABy7OnnBUN0ndLTs6mT1+yIy6bOx/j9DB0dXNAtcoSPynlQyXM6nPO285w/gISEBBle\n", "s43PbueezfzObjZ3oJXrLghZ5qWhuN7d+r280Xnu7Z/KORXzT0hIeHpS5NVZfmApbvYvcmM3G5Z4\n", "cfmkLPOLy/xT83dbxUMS238irHeHb0JCwnnB2inXZ9NUaxwvceSU8YtHMhwtf7evnNTtPzESzz8h\n", "IeFss8LfrtDSzGCN97cyskBLkeuauL6TdIl7pjk6J5zSLKqNyyOSePvfG4nxT0hIOBuk6e+kt5WD\n", "i3z5KPe3oJXXNPO+Op/azFob3ePhtD+4wuWbuWALLWnGJrj1EDMLD3/xhrf/p/hr/HiKlSf5+M55\n", "EuOfkJBwpkmxZ5gXb+HSFIcK/O0hHnyA57TyM4sU6lyY57LlmMj1rBUevIQr6/z0Ch1VPtBJb5W/\n", "3osyibd/JkmMf0JCwpmmwKWDvL3E5Y1g//wwD46QrlNqNGzlaxwtcGyQLcts2EbLGJsbCd/dNe7P\n", "CDtVTrz9M8vpGv8WDIvyoREsnbUVJSQknOvUyebZ0rATZXTWKWb48izvbeX1Nb6cojzAmw6zkKLz\n", "GJU2vt7CZUscTjNSu5POy/n/Jd7+GeWx1DTbhJLSm9CLscbz+zGFv8F78F2XZX0X1B9njQkJCU+M\n", "rJiiV/EYSdUnSJpLv49rt7FrnpV5rp/jA/vZVGMkzUA9HPc9u3hjmaYVdq/wnp2UU7TWuWd63E0X\n", "9an/gfD2fzPx9k+bx7Wdj+X5fwwfxGuE4T+VAaHI+XF8//ewwISEhCed3hZeOcgOPFDnA0edvlEt\n", "ik2jjNIjP2VPH//mGKMl7unl7jxfXOSndrO9wsIKHx3n+DiLIwwXedUq92aZOchHj32O7hfzB+nE\n", "2z9rPNW96sTzT0g4s2R4y1beuUpPndE0P5fn4wc8blfoUBdv7uPiGreleN8snVlmqqxM+dYZxGt2\n", "8I+NzWQqxe/2cHSYd0xQS/PVFF+Y5b37UAud/m0tzFb47LE6r3Iytp94+0+M78nzfywuxP1P8HcT\n", "EhLWjwxbU2H4YWONoYyTIaCHkxI5vzzPH+C/zEZHbrGD6Rfy/Gmk+cg819+BEkuV8OIvrsT7TLXT\n", "k2KkwFCJZ6T49AnphQq3HeW2VD3Cy+9z0tv/CgribGNNIvdyRnmixv8z2HwmF5KQkPCkUOGe2knj\n", "/JU8B8oeOe6f4ooh/nULtSx7B7lllWtWOdbPVWneOkdHjeYOJof45kGuH+O3h7g6z9dauKuTH2pj\n", "qZm7qhxa5usHNco3oc7rfXslzxpXb+RVTWH3/3mZbxxD7ex/ROcHj2X8/+QxHus60wtJSEh4Uqjx\n", "8aMsDzJc4GCJ6495ZK+6ledtpalOucSGMjcNsucAR1vYvhKGH7oqtOYav7fKhw7zmT5e3s6Pl+mq\n", "cRDFCh8ucO9xUezf5hHr9oe6+LkiP9aoGNrazG+1MzJ7tj6Y843HMv4/jl/xnadbKbzlLK4pISHh\n", "7LLKZw+IUM+jVfqk2LaJKwr8xAyHc3ykymfr3NrEg8d47QA3NXNvNzd0MVYOyeUHZ+N1X9HCj87S\n", "0sSFM3yimwNzbG3nZ3tu9KuvqBn9z2n+ynfU7bd2cKiL9xZ50Rw7q3Rlo9I84UzwWMb/NtyNmx/h\n", "sevOymoSEhLOJs1c0kK5yoPzHjnGD3levIntw+zr5sNZrplmqYk77uUZGV49z23N3LWNi9I8f5ZX\n", "FrlzM5/Lc+c42RTPLvGxMsNpOlbZ2/Um6fl3++k/KFq95MM2//s3OvwR37YJdbbzok52tLArw8eb\n", "mFzkrokn4TM6b3gs4/8GrD7KY1vP/FISEhLOIi38x428thwVOO9u51+OeETP/4X9/AJubuE5ZW7b\n", "zvUt3D3DUC8vxS9P8tHjHGylb42fmmUuzVSO4UGkubHKh5rYPsV7+/ic95h9/r8y8lOH9Xzy33jv\n", "K250E/70RFVKGnkuG4zKoOvXuLOL4828Z9TZ7Sk673gs4z/9pK0iISHhDNLdysYiR0rMLqDOswfZ\n", "1cwtBdpL7GhiS4rqDCPzvi2R2lbklk66msOTL3aRGqT3QZ6d4lkVPlynfZl8iqWGHVlOc7CLS/Hz\n", "czyU4Y/qbFr5bXfM/ZzV32xSv/h/eeOv/ZJfuYeP9vL1EXEGkuUlG3lJngcG+fsZfnqClTn+rIXZ\n", "JNZ/hjmdap/vw28Jb//E8+vYfpbWlJCQ8N2RFlOrUmxs5uc7actwuI2Pz/LACMNDVHu4qJnxAtvS\n", "/GCdqzL8cRN3HUOO5w9SGmZuN1cv0ZJiepniGhekeLBApcq9O5itMdlFdpn/L8+hHFMbeM4RxgfY\n", "PsHLU8v+/JoC7zym459e789/4UZTLdxU5OYUXz4eh7Cnh19N87IlPjzCndt5Z5meEh9f8+hRiIQn\n", "yOkY//fil/ANZ74NPCEh4XsjzdVDvLmJUoZbttA9EtUyP1imb5i/6WCtncO72DGPXpr2szvLC1b5\n", "cgd3LXDhDl5RIzvFzBqfegbPXSazxtEh+ioc6ePvKqQH2PMQl42xf5qPbmGwlc19FBf4/omX+fPd\n", "f+29P1dk2zhv3OQnjvG6ZZqXo8T0I1Xfyjv0FrikUfp57TJ7R/ndJcozzC5KSjzPOKdj/GfxqbO9\n", "kISEhCdEMz/exJYaR/t4Zi/7NvLie9leortEx1Xs2ERbiodqrFToLfFgF39RZHSIF72MizayWGG0\n", "yuY6hV4eKjGwFlo79S3sqZAq0LlAvZ+mGeobeGELvWk2zjN/8f/0Q8/9t25/65zq36d4/QArfLiT\n", "+T424o4KX5yOoeypemj5f7qDn1yOnMRkmYkxicd/1jgd6YTfEyVhH/Hts9i+cVZW9O0k8g4JCd/O\n", "CYet4TF3tvPLm5nZQX+Wcpapfp53mN5x/tcgF1/CFWkUOVjkoUnmm2kp05pmoZddaeplesoc28XK\n", "Gi1LVBeYbWbnUe7OsrXKUDMbRuI17m/m+AorHVx0aI9LKu/z735iyOjw/9D/R79n9z9RXuSGY8J+\n", "nBCUS/O2jby+HmMd31NmbJUrW+NpN4w90hCXhNPmjMg7PLfxQlc+7P4XP8FFJSQkfPekuKSX53VE\n", "CeX18zwwzmyGW6/k+RdyyXKMsj0wwrFWdhwk1xFx+5EeWhuibPd30zFKRzvlbgYG6Sgys8KDbdG8\n", "tYbMMtO1SLZ2T9LRSbWfuRmKZe7uCwXOzoNsTl3nC1f9il99zZdsu/0FfugvZw3s56o2lOjYxMcP\n", "ik2rwguG+JkKzz0hDtfCj0+x94SIZCLlcJY5HeP/orO9iISEhMejq5V/3UVHlrEeXjbMVJ6LNnN1\n", "M/0Zlgpsn6RQ4u+OcNdxWtvp38jWztDTP9RB+yI765EA3tqGVjatxpCs++qMF9k2Stss9/dRrvHZ\n", "XtrXSHUz3sQDx1gap335lbYe+EO//fZOSxf8ou9/33s99zBLaa6a5poy770ohrVck+XmI1gmm6b9\n", "lDh+S53OFLMPN/oZdnbSX+TQEiNzko3hjHA6xv+3nDyFOPVD/y9nZUUJCecX2VC17G1mpM7dx7Dc\n", "eCzFpg4uaGWyjdFustvZnaO9wEV97Fxk0wpbZki18vUt3NqKCVLPor+fzCbmWiO2Xkyzp5PSJlRZ\n", "bqK4GjIPR5o4lqFlnuYqDw2yv86eSTp76C0zej+H2pjdRtfs7/rKZf/BH//G3Qa+cI0rPjpl4CAr\n", "+dBjq3ZwZ5bteTpnef0afzHE+w9xxywf3MibVpjM8NE6sw9X70xx9SC/VODSMl/q44/z3Df+JP59\n", "nracjvFfctLoN+HVuPesrSgh4fwhxfOHeFuRtU6KzVw/zMfv58oclR4uyfILY/x1kfHLeF6dZ60x\n", "tsY3B5le4MGNZDrIZqM+Y2OO7n6KF9LWybZJJnL0V2jKk89wNMPmNR4oMr5Gb4rKKJV0o7BmPjaD\n", "iyvkc1y8RkuVhQqDU9ssDP+tT718k8WNP+UHP/YBPfuZH6Ilx3yW5+7j5k1UCxSWqI7ximoc1/tz\n", "TC/yrlGu76BS5tZppwi9NcjzgiZ+tKHvc3GFm9u5b1JS/fM9czrG/3887PbvC1XPhISEk7RwZQtH\n", "yxydd3pl0RmekWe5LWYmbZsj30rzHr5/XyRaezP82RDVJvYPcWMTlQkWFxkosZZjpsz+IseGOTTH\n", "riz66G8OwbUyWtLc20FljZYJFluYSFGdZrYpunNbU9QLjIxxuBxhoP5m8jPc1UWunbnSz7n52b/j\n", "q8/6vMvve5n/+OF5X+inuaG/Ux9gYIn7NpNajmTvD99DX4n3D/FgnW1LHMjwrF5aM+xf9MhSE/Vv\n", "rzFZ9qjzYxK+a56IpHOLqNVKSEhAVNz8+0F+oMTxNH/axk0jvtM7beLKNlbq3DOPDHt7yHRTnwwj\n", "PZrnORW6qtzTzORmVi5k2yptu1ho5dZ2css8sMz4QZ7VQ2GN7hotvXT2MrjGvj7mZ5jrIJ2lVCU1\n", "R3ue+TTtKXI5BksxXeuiw1S2cXCYzGGqNSpLFFs5nN1sIv1BN7xqyNymN3vdPZ/2g0fZludgJ+UN\n", "bBylkKbSxPwq2+4gvcjRNcabObyZi+/g1S18cjdvPcQPLvOhFt6BO48/7PMq8ek5/qiTCyt8Nctn\n", "p7igk5489y8lFUFPnNMx/nc7GfZJY4MzF+8fxvsbr1nHu/HOM/TaCQlPEs/r4RcXTw5IOdzoYP1W\n", "7B6aecNunpOKbtlPbYgyyx1Y6Od/D3DhfhZnwoPft4HqVrLPZMtGVit0VLiiyt5dFGdpnqRnS8gq\n", "17vIbGYxTVMpSjVXhkkPkVshNcrsOPksDxRId7KxTnqJ3UtMFZm9jK1lFnMc6WEgy9IS7WO/4Nat\n", "v+MbV37Dtlsu82+/tmCwn3qae9ppmeV4SySady7wUJHNR7l/gE17uWiSL2yk4yC/MRGfzctSjOex\n", "yo+u8MFW7nx4XhH3TfDLywzlYhN5YQ8/m2dXhRva+bM8e6dO+YVsdAv3FjiwxN4ZSYjoETkd4/8q\n", "J+tFK2Ke78Njc0+UMv4D7kArvo7P4r4z9PoJCU8FUjx7F2/t4PIV9jWzt5VajWsXWd3HR7fyLhH3\n", "78nReyV9F7G4KSpmllu5r5X6ITJtFLpo6aStwkJblEzOoNROdZGD7ewukEsxX+LAJrIZ2ttiPZkq\n", "Xal4ra+lqDRTbWeqTMsh8p20rW0zXf1r7/jhHY73/oLv/5v3+eVbmO/lGy9iV53KLEdmmFyNCV+j\n", "2egWbs1xdIF8Nx/ZzuIS/TPcWKC1xlyKjsbHsy8TU75eupUcbplidr7xYB2LHIUiLy2ezAHsKXNT\n", "F3unG89Lhz7Qr6ajW/jTXfyPTJIgfmQez/hn8WkxtvFscLxxIRT77sOQxPgnnFPcMsX/bIR9jmT4\n", "x1O1aNLIhZDaJSvRdbu9xMc2s3mBZzVkiiv7+XiO3cNcVeGODeQ3cmmdtSaWs5Ra+NSFXFKke4mh\n", "PCtZJtp4sEJ7lmwbS60hslYsk8vQm2ekg4UiQ2mqJZpyVNfiK57HVIELa2SyHO9lw+rP+Yeed/jK\n", "Sz7vgvte5wf+dFK1iS+2s7lE6jbuGIpk7rEHmTzOpIjhDzaxscpAmelBnrPAnfNsrfCZYa4Z4RPT\n", "oS8008wnCzwjzXVlinX+dIB31iIp/HAengP4NvIhDPeyxubwk8t8tj3OHpLy0IfzeMa/ggewBYfO\n", "8lq2Yg9uPcvvk5Bwhpmd53eqfKSZmUoj4dvEawZIZ7i9ykQ9Qhvfv0quxh0Zjm/m1zfQOc7MEju6\n", "2dMSOjxbulheYbyV402MbIra+XQuvPl6lk1N7C3GbekomcxlmKmzWuOBZgaq1AoU8zENq2mBniLZ\n", "CoPlML6pJi5apLnO7ukhI+1/4907dzva9jN+5B8+4OpR7lgkfyt37Wb/pig1XVhhbYajs5jiRbM8\n", "tDUkIrYt0tXNeI2tyxRrHJuLQTB/XmV6v9gg0+xo5/9piXnC8PISn27lyw83/mt8aolNLWyvcnOW\n", "r407adjrnJoCmEp9+2aRcCqnE/bpxj34qij7JD7s157BdbTiw/hF36nZfd0p129oXBIS1ou0R44h\n", "L3HPie9HgZ8Z4rU1jvWya5jxdkpj/F0T96XoLXLpIBvyHBjm9gfpWmJmK339rA0y1szIEFua2V1n\n", "DqtF2uo8VAj9nWo+wi0LafJpVrNcUeZQimoqau4PrTC4SneFB9Ks5pjKxFCX/BwTrXQvU6n8W3/f\n", "+7v+6rJ/MnD0dX7kn+ftPMDUGuU6+faQf75olhdNx5rG6/x9Fy8cp32FgWk2FLirnR/ARD7OQp6z\n", "wNfaYpD7O3Mc6ef9sxGSWSsw1nbyozyWZuKRQst1bjseIbPhPHetOGmTYI1/nKOzk501vpJuyEqc\n", "D17/i3yXDbmnY/x/4xHuO5MfZg7/IAY3f+wRHr/uDL5XQsITpSF3vKXA0RLXHxduZZ7L2qmluGdR\n", "jCLMxUnsHVto7WRjL4qMNTF9mMULeNYQfU0hh9zczeIlEYNf2MXmFtJbQp65lGK4TrnI0DwHmpjL\n", "UMkxVmc6x6YaK5nw06pCwK09E15wqs5ynUyJepF0io6VSAw/VIjyzpx+t21/t1vbLzVXeKOfPPwF\n", "zXOM7+CbRYbu4YJdTA5wYSr0/VsOMLTEalMkkbuqzGQ4WOf4Jsbm+Ic8C/sZmOeBFr6a4x3387xG\n", "veZCJ/fNM7LA/25nuoVsnX+ssHfuUf4OtTjTejR5//vG+fUlOjPMlpw/wnA3+HbH+Lce7xdOx/jf\n", "8LjPeOKkhGT0vfjjs/g+CQnfCyleMsR/TfHcJW7P8VtDfGKUH93EC4pUstyY4iMPosqX27mmj3wz\n", "a1vYVSQ7y5e2Ux+krZULyxxuihnmF1QpFWjqDnvVLKKtR+vk6lTq1FoZy9GJfI3pDH0ptmbjKzRW\n", "izr41Ux8tXfWoimrOc18kYkKzSs8JBLFba3klt9mrvDffWLgQ3Ysv9mr9i67YDo2pZ1ZVnKh+lks\n", "RRL3+0ocH4rjOzpP0yTHl/nnrRFe2tBMJUN/gTtLTB4JaYc7Frig7aThh75afLaqURp7U7Fxe9X3\n", "Jh+/9OibQ8IJnkid/5nkGrxVqFHd3rjv1/Ev67aihITvJMPOPHcW+GoLtWp4qG31iNNvKsbwlHwT\n", "D2W5635uKNLcTH6Y6na2F6K6p6+dgRozrRxsYjHPBHashVdfz9FUi7OE5UzE7vdlKRVDDHMZ/TXG\n", "szyrTrYWeYWNGE2xWuWOOnsypGvMpsJoT1RZWaJ/jWumONixQan9f/vHTZeazr3Rzx7/osFVSit0\n", "lKPpq5AjmyPVS9MEhTqvneBverEWapx3VkPnv3CEbDf1jbzkDl66wPu7+bU5vnoEtdiw3t3Jq1bY\n", "l+P6qpNdWzWPkMFNOHust/H/koihJiQ8lamxt5M3FLhmiQ9tpa2PV91FZSeVGcY3kGthw9W87BqK\n", "m6Pyp9YeWvrNrVEPP9XF3AobSmE8l1rYVgtDf3VThI+mCshGI9aS8NyzFVTpziBFfzXq8bMNo1qv\n", "sVAnXaetxmo6ksw7sFLmojnq0+zr5Y7im93d9kc+3/1BV6z+mP80sqw0H0V25TSFIqU6LcssjlOY\n", "51hbhIjm06THyR3jcInig1xb48gsB1a5OBe6PtBdpqvIsUaO5J5Jfr/GR9uYXOO2ScmAqHXjdIz/\n", "Bjy8Tna3qAJKSHg60tCbl4rQTVuO6TzHa/zhBaQvi+rngy0cKtJ1Ic9d4NgGLriU+gpXrHHXIA91\n", "MNvCRI2ZATpyzHTEaMS1dMgutJSpFKKCp5hnIcPxDKv1mLM7IBK0i6mI2VfF+mbrTKYYKrM/FUtu\n", "STOQaVT5ZOJMYAb5CvV8v3r9Pf6+5xIzhTd5y8gNmrPchLUsA0eZKXLrKGsdXHyUY2Uqe5nNhyhc\n", "ayoS18WlaOSqLPJQF71rDM9w+/ZI+C5WubkSM4K/RT0asr6tKSthnTgd438TfhN/J+Jxv4x/g4vO\n", "4roSEtaJ5h5edBG5Qhi8f72Plyzz33PcWWa1l2dl6FngOau8u5fDgyF+NvEMBjdihcwkPdtoKja8\n", "8gz5akQ3WtZYbGKtFsZ6uj2K3NYyDKbCEOdSbBIJ1gmhqrJSi8qZJo0GqQpNVT6f4tIKHVVqafry\n", "dNbY2wir1ErUqm/1ya4/8tW+j7hg8k1+ZnxZvspUlbEyxUXa5qIzuDtL91GmWmkbpb/Mlye47QGO\n", "7GKwHmGh1AKtq8zP8mOYqfLxB7ikxL117prngel1+kMmPA6nq+f/blyLftyPq87imhIS1osWXvcc\n", "fqhRwfLQZj5TJHU3G8f55xfz4i1UurljG9k1Cq081EL/IBuzdOWZb2dfPxdmKKVZyIZAW6XG8QpH\n", "i5HE7atTTXME1WKEvKtYTsXAlinRUD+L6XqUbmZqdKRjMxhDT4XeLIONBPDWTGj4LKSiAWzv2oB6\n", "5d3uGLjEZOEtXnfPZz2zRF8zSxma5sOQP3+WY6tsXaQ5Ty3Lap5iitQiL1hg5EK2o3WKlxyOxvz/\n", "cxAVri+KKsB93J4XjuKaRFrhKcvpGP9josv318V/5q/5zlr8hIRzlbT4HlRCoO2iDn5wJsYdlnKM\n", "X8mDvRzIsXVrxNL3FxjoYWRDTLiabGemic5SVHqm05H8naxG5UtvmmqWsWokiy+sMVmIUEw5x2CG\n", "VIaleoRVesRXbVYUvuRFI/wuXJZmss5MKso1J9OU1mLgSqoYjU2VXGOTSL3Rvc1/4su9H3fJ2Ju9\n", "+t4lmxpnL/chV6VtJWQijovk8s5FDjVCU7vWmKsy181UN3sG+KmDHOviln5KR7mkwj1HfbtNOF/K\n", "K89pTsf4f05sAJcIIbb34kb8yllcV0LCmSYjvNBTe1SaeMMQO9PcU+dLRQ4M8KkiS0XWmmnuYqDO\n", "4layi5HEHN9KtY+ebEzHmmlnJEVTJXRrJjNxuzMVZZwraRbrFMrMZKNTtzNDX4bmbGwYNWRScZ0o\n", "gukX8fqyqOXPZqLpfqoeoZ+mhhxDT5rpVGwSa1kq+mRTf+af8pc7UrzWa6dutGEmzgRWUhwvcekM\n", "mfYQeBtajI/n3j6OdNBa5uoUKz0cb2ZDhb3tbDnM9tWYJjbRT73Cr49w+yb+YMTJap0iL+mnJcve\n", "hUR//6nJ6Rj/d+GjjeuzeB7+01lbUULCmaHIC/tIF5gtcOEayzU+Pi2MVIXXDfLfSuyo8s4htvRG\n", "ieXdlzPXFdU0S4sx9aovzx1bo0Eq3UG1lY4UPW1h176a4WCa4Qy9tah4eSgXHnw2RVMq6vhX6uTS\n", "oQC6mo7oSEnUUNwuung5GQJqFs+ZSUfYaG86zixmRdhmqBxnFqUqkznKqWs9mH6nL+Y/6Plrb/Of\n", "J1YcrDPSzq4aqbVoqL+rSDHLroUY6zhdYuMacwUMcqhGdZYNc9wzRGY0ZLe+kWaqk+V8NJutdMZI\n", "xovq3DflYy0nAAAgAElEQVSCMm/ZyP9b5uIV/qI9RoIk4mpPNU7H+H/0YbcrkhGOCU8diqJLvOKk\n", "25zjbZv41RKfbKe/g+xx7hqg83ksjnDzNKvb+MPuSKI2Z6nmwrPtHKfcFiMQ5zaTL4fB7iuSKqGd\n", "cqPTViYasVpSoU2TS0eyNpUNyeSZdPQDbKpG6efFqYiKLIgEbk5U89zfuK8mJBOWU3SJDSBXjzOA\n", "tVT0CqTrscnsErH5vXUyqT6l1LvclLvcwfS1frp0i8FyvNZamvIa421xLO0ix5Bf5rKx2Li622ma\n", "prsamj9WqKTYsBCFfZ3T3LuDIyUmMtTzvOx49C3k+hlr5ZUp/myO70vF1C1CXO1jbQ3j/0hnXwnr\n", "xOkY/6uFxv7F4rwyI+J77WdxXQnnLxk6WmMg+YPLHjl+nGZnFy19XNrONQvsTfF3Y4wuoJlNzXys\n", "i/072DTLZ57D85u5YoHpAtUforub70sz3hJe+MxoVLJMb6S/l1QbxXamRSy9WCAzH92ulUbFSy0b\n", "ujcDqRhInktHM5QUw6moki6lonQzKyKnmTrzKe5uJHVT4nkDoqt3LHUy3t+F1VQY+mOi3DOHebHJ\n", "1FLUXOuB9J/4l9zfuqz8di9fXFHIxIaRy0Y1z4YabVVam6NEtH+W2UU+lWGlJRRCK+1cNEGuxFop\n", "ju9fNnPJ7bz8If5iiZsL9NwfA+EXN4Qd75iLYTOXV/ncJu5a9a0Q0L3Z6Dd4yRZ25Bit8snjTm7U\n", "CevE6Rj/P8Wb8CFcibeJc9SEhDNNhlcM89ZsTKX6RA9/PuI7DMWVA7y1haMb6e0IY3bVJA9dyCvv\n", "48EO5rbwrBJb2pjcyoYedu5ntJPbtnLlVtItjOUp56kss7CJ+TbqF4Xuzkor00XSVdbKMRt3voNU\n", "GWnKqajCKaZi5GEuHScg5VS0x5ywcSkNz71xXSps42oqQjBFkeTdKQx+m6jmmRObxYJo9poW75MR\n", "m8KMPtPe5Z9yl5tKv8ErVm9RWgvJ5aZ0bDqlFRaWaKqzmGHPajRY5Y5G6Kr9GPMZFnroTlPrYLIU\n", "/QHNY3G7MscDZbYcY3iZtsMUNrDSzGhzdP3e2MriIK8ucO8Cb8ty9RJfqkfS+7/WeO5yaPe3DvKh\n", "Q5IGr3XldDt8HxL/cVX8pajx+rWztaiE85Zm3pTjxxpKjQM5vtnNzaOnPCfLFQ3Z47YhLmvhWIXc\n", "Ki9tChXLTaJ2fibNtlke2BollTdeSrZE/gIWOyJZO5QK3Zv6ZKhWHsuEUZxuo1do5M82EqWHMmzI\n", "hhb+ZJ58Kk6AC8JT72os8QHxu2vCuE8LQ94mjH5n4zpxMt0iDPxy43k18VWbETX+8yLpWxddvIsp\n", "1lxrIv1OH81/wM7K2718ecXGKvemQ2eocyW6dEdFz0LvSsT1D2fJrnKsndXR6BDO1thwMAapX38R\n", "PWu0HGRsnPmFGMJycJWV2ZgVUG6PRHC+yPQK79hCy0ZG11g8wDse5Kfb+KujqPCTW2LYDJFfuaTR\n", "wZwY//XkdIz/kvjvvhP/Xbgzqcf8jYSEJ0z2lHhwoR5hFQVh/Rrx4iPNvLaZ/SV0U+vj670Uxzja\n", "SbGPZ9ao5LlpmNlOClMcGYrKnXxv1MwX+xhPxyCULNYqpIvsWCXdxlLj+zGNlnyUQi5XI9SSF154\n", "SoRhWoTRHxANWC04LOzbjli2VmHQqxhs3C6JkE+7qPdvFptGSWPzEZU9GREiakr1qdXf5Z/zl5tI\n", "X+sNpVvsrtFdjyay5rUItcyvsTkbQ2AWUizl2TgXsf+pNLUZluY4UOeSKl0jdJSYOMZ9e7h4OcJb\n", "mWN8ZpXucQ6lSXXwS8WYC/B/0ny6xvM38uwCF0wz38rHNjE8KU5j6tHbsC8Thn8qxT4Sw7/unI7x\n", "f5uohf55MXJxE95wNheV8KSTafxc7y/kKv9Yo79IT5Xf76G3wm/kuafCR45ijW8ucdvFMZLwK5fR\n", "NR/hl1Q/85vYOspX+0nvomcjmkPfJrPAg81Um9iZibLM6VZa6nRWOZxCKiZm7crExjMi9p4sptNk\n", "0hF7bxWe+g4xYjAnNoSq8OrLjfs2iM2g2HiNzsZjK43nrYj3yApDP6WRF4iPw1zj/duRdq170+/0\n", "xfwH7Km83c+vrVirh0FdrbOlSjkTIar5LPsKkWTuXqA5E9r/pZlI2FYKIft85TyH+rizlQ13k9rC\n", "hbdy1QjlHtYu5ku38sVyePn/qsDhZXrK7FmhtJ23jNBciG7m3hKf38hdB3yrvPOT82Qvio1xZI6v\n", "HBDxsYR15HSM/8HGzxWJtv7TjRQX9XF1Y5jqjdPrpLvSHJo3cxU+NML+zojDbyvzF1N8qpXWDvYV\n", "ufNANEzNlOhcjZj1+HYK1UZZ5xCjw4z2RIIxk47wUa2DmZ0hh5DLR6nlUiE87Z4Uo33RLVsvM55D\n", "QyRtvJFsTQm/pySMd78w2vvF+MKM+IoUhKe+IDaINlEf0dW4b6bxs8PJzWKDiKymxUC7ZrFZnKiO\n", "rOgz710+n7vcZPpHvGn5ZpfVqTYM/+yJuv9MbHLTOTavUi/x3EWOtbJpKdapi40zVFoY6qR/jvQo\n", "D87xzSFWN/KSezneFxVAFyxzqJMXtzCdZaiNqTGaR2IzaZpnpos9U9y6gW+2hTzznScW38x/7OHa\n", "I4zk+FyOT663k5Hg9Iz/a0Rp59ZTnl+XVPs8DdjUwc938rON7szf6+HX13xnB3fGyRjtGfbYNnXy\n", "E/1R5XJnkY/MctsYUjxjmP9yEdvy7BnhgVb6OxlujSHiX76czf1kC1FaWMpz+Sr7urlsgA115vpi\n", "5OB4kQ2ZSCTP5yIUUi9TzJFKs7sWxuwbuQihrIma/IFU/LtfJOQUJrFZGPo69gqD3yk89jFh4E9I\n", "0+edLFjKieP8qthENglDX2m8VlVEVTsaH/dRZF1rb/qdvpj/W9vKb/dDSysuS0fj1XQ9VDjn6pHL\n", "uKPO6hpXZGiv0FQOsbij5ZCKXkmxucpokbYptq6xr8TAAe4bCGnm4nGmdrFjIUJwi9O8OB85lu9r\n", "dPLe382ROv+yyLNHub3MYn+s56ZR7rjVt7z+K1u5tsRzyyjTWeSWlsYUroR15HSM/x/jh3G3pEvv\n", "acZwkatPGXJ6ZYXLitx1qvEv8qNDXJKO0YAfPc7Mwne81OOTcdLVPaHhnub7enmmGPR9+Qayecbv\n", "CrGy5ot4aZELVvjKTprWuLSb+R46n03XRnJFljuprESYpnJfzLGdaqHQzGCBfIH9zeHZz4v6+zQO\n", "ZiImvpKOjWK5Sn+OxTJHcpFzqIq017zw9AcalwXh1deFln67MPYdwrh3OmnUNQ65XeQPmsTmstq4\n", "/5DYQAbiI9GGSX3yJyp5Uj/idcs3ay1HjmK+GiGoXCNMtVpme4WFEp2zlLO0j5FZjHLMla4IcWWr\n", "kQheGWNxjXtbYi7AeHMsZhgvWOSGbq7fRGGUlzxEWwdf62PLEruWub3CkTk+f4Bj/ewscf0o3zxM\n", "9ag4NWowW40cwwmmUyEml7DenI7xHxEzfBPD/7TjyCq3t7Kn8WW9L8PIwyZev3SQ36qEZz2VwgB/\n", "sSqMeUZ80Usem8YGclUmqk/+apqpaaTC217tZqCVbWsxo3Z0J8/YQG6Rb3aECuZke0glD1So9rOj\n", "Mzptm5qZyYdsQn+Ve6+kdZL2Rq39WJaxQpRfThZiqV01DgjDvJoJ6YWb0rSm6U+xkI/k5Go2PPOR\n", "xqFOiNuNqJATg6guFEb/qJPhoSaxcbSKSqCaMPJrjcenxGeRb7xeT+O1N2DStW5L/4mbcn9jZ/Xt\n", "fmlpRWeV0RpLFQ42058OtdBMhatLIR63UoiGtbXjjRr/ChOTjK0w0ROfyX0trGykMs7xxQh9Hd/I\n", "RZN0tLB9lsxB5jdweB/LZW4sMDMeZz1zTWTnWVrgkjZ+vcKOEb6e509WoyT0VPbOx4jGyZa4/cEy\n", "R5+I85Bwhjkd4/+r+BS+4OSXvI4/PFuLSniyGJnnz5u5q/HF/PQcM6d6/Wn6s1zc2BB66lxQZ6CP\n", "n2xlR41b07x71LcP0n4YJzaQbIUv9vMjW7j3MDcejdGHGy9mcx/7WlhaDgXJmy9na4mZGl+os7rK\n", "SJ6jFZp2ckkxvOt6PfafqRT3V6PTtlQg3R6lnGMNPZy+NJ3p+BceS0eCtD0VCdXBhhb+rDDgranw\n", "nivCw28X4Z26uK/UuNwvVC5P2LImkQOoOFmc1CrW2ZhWqLnxWltPuX+LOLMo6nPQu/xd7nLH0m/w\n", "1tItdleZyDGapbgWkgxNtfhbzKYb5aQpJlKUV+lZCu2eyglp6DHat1Ofpb2RSL+lk8wsu1fp7GJq\n", "hjs3kJvjgwMszzB5iANTfGieOxZp3cADO1mboPd+Pr/IjwywYz5COs8t8412Hnj4gJYynzjCJ5oa\n", "H+CK9S8sSHB6xv93xH93UbgpCU8fatx2lNtyjdvl73z80Fp4fi9Yi3K9L2V5bRv/tWHxXp4OdctP\n", "HniU90jR2dhA/mIjL0/RVYrJVpuvCsXIxS1RafPMDD2djGS4Ih0SCgPtPNgT82k7p6kN0tLCNwqR\n", "yC23xntU5pnKUstHiWMlFwZ9qhjCbdlUJGnr4kRWI5a/S8Twx0VSdlQY6MMiFDMsqnoKYqN4QGwG\n", "c+JMoDGb3bTYPCYat3c2fq+j8fPEazeJ8M6J5q5RUTI66Vr3p9/p+vwHDFfe7s1rK3qFCFwH1uqh\n", "AFquh5ZPbyrWdneG/VmKK+yaZ3k5vP5aK2vzDHeHamcpFyGjzAobZkO6+ZlLYYsnSozOcn03gxMM\n", "HmZ1hcJKhOGedSkvQHua27bxD9P8fJHhDTzUzshxXrkcXc+PKN1wYhdNeApxOsZ/EC892wtJWFce\n", "bvSJWESWmyb4z31saw6J4k8e5/d6Tz5tYy1KBqU88he/zoEl3t9MIc89rezviIEhXRWWhnj9QT66\n", "iwO1mJp1rBCJyWofdw9Q6GbDfKho1hqdt+0FxvMRqplP095BsUJbltaG1s7eXHS1rmRCWG1eGOdJ\n", "kZg9UXGzKB7bIAzzIRHm2REfgYIw7l1iA5lqXLY3frcRMjcpvi5zjdefxrbGx3vcydLP5cZ9sXn0\n", "WW7E9sfS17qmdIsramGUh4TdzNViY1lrnJH0i3DPWjruO1BlOB1nTltLtHRFyeVILy2l+PvcW6Rj\n", "gdVmWheYbOPYUgx62YcrS0wcDMmHrxU4tMIfj/PBLWxoZ0ueK6ajBHb6VfR/kMEx+jr5yibuPsZn\n", "JyTh4XOGzOM/xVbhQu07u0t5RK7Db6/D+57ndLfy1k38SAeb2vnSBF+Z4KGGvnBTO9syIQL2oWY+\n", "vsjYY8x4OLocNecHt5Pp5sIxNqaZ2xDGNT3A2mBU8NyX5WiKpgvZ2BaXlo6o1Glpo7ON1gyZTFTs\n", "NGVjUHk2E9O0shlWciG6tpiJ+vbhRlhnTYR1VoT3HvH1k579ic7agmjSaheGtty4PuxkwdORxmM9\n", "YlNYdDLeP9l4TofYFEYb9xUbn0ercITnXOvO9D/6q8KXbKm90c+UDyjWuVRsLiec5fE6S7U4gzmx\n", "aRVTEXpaqlGusFgL1dK5Mm1NEQLqL4Tq5lglkteFXBxA9wL3Z1gqR3f0yDTtc5QO8e++wdoSh1po\n", "bmNigNIFbM+TzpFpZaGZhTI7D5Fa4hMp3nOQxROSpAnrz3Uex3aejuf/s0K7/0SBM0mp59OZTHRs\n", "7mqjM8/ldUYLfO5e36pH/MQokxvoKHJovqHX/mikkOWuaerjLHdxz1bu7ota9KVeVi6L2bWdtZBl\n", "qG2i1Bn16t1NZKqkWyOWP18PLz5bo9RIyDZn6U6xNxPiZW2Nx3Ii9r2CbmHcmxrXjwmvf1vjerP4\n", "F18RG0VNhIKaGz+bxL/8YWHEh8WZQZfw6k9Uwz4gjPuJCMhq4/66CMfMo7OhyfPZ3OWm09f62dIt\n", "NtZiY9ntW42xZuPj1pmiJxMdxtvqoQl0WHQaH05FSGcwG8+f7WR4LhRDJ/Ohq7MB6dXoC1hd46EJ\n", "+scZ2x9nHwsTtBzgt/bTVY8zCBcwNMXQfMw3uGsDbWPsq7E2xo4S+3vYNM3xY5KwzjnH6Rj/1rO+\n", "ioSnEumQP3h5lctXQtnxgX5x5rdCsY0dQyiGPMB9J3SITyWFljDKW3vY081KPzNDTDczsBi16Lfv\n", "pGs3pR6qpRgbuK0USd/h48x1MF6Ix1pT4dUvZhmvnfTsexuianOpeNu9GXZnw3uvOFmQtBSHpll4\n", "7MtO1th3CGO71rgsidBNl9gQTsTsJxu/M9d4jSFhnFONx5oah9/deE672ICKjeflRd3+jel3ujn/\n", "AVdU3u5ljdj+sggTNQs7WhdjHodrkdQ+kIoKpY2pEGmbzIQ3X0/HTOHWeiR971sNOYV6EzuyVBoJ\n", "42qZ5nn6p0PbpzZH/kiEbu5b5Ys1/rCH40UODvGS4yGCN7WNwiFuWIkS061jZMc5PMHXi4wvcvtj\n", "bf4JT1FOV9gt4fyhEhOfOhtneVNZio3rO3v4wW28sJXuErfk6W/iwyemODWqOJ7Rz9vbWW5najhG\n", "A44Ms/LckGueqpMrRxx5w1xIM8/1MFyl3kFpgntWyLbENK2eOpM1FqoMVklVKbawqWEI00LE7ZDw\n", "3KdE+KVHGMx5YbzbRU3+CdXMjDD2O8UGcUKAbcVJ9fKjIvJZxr3CkGdOeY0T+j0a73uivn9z4yM5\n", "JjaFYX3q3uV9ucsdSV/rh0u3uLwWG8VE47mrjdcoiM2lmIoKqWnUcmxL0ZaKwe9D9UgCtwu55tF0\n", "lH8eynI4E8NVumeZW2VzkfsqUW45nWWxEgdYa6LjQXaU6dkfZbXlPK+ucmQPu+fiTKDYGSGhpQpT\n", "S5SP0T7JPeOMzH5v/24J60Vi/BNOJUtnM4dn+ct2tuSorDHfKN+7sos9aa5ZZCoXssntdd7QSmGa\n", "D4wjxzP6wgAevoCWfm7Lc9lmettCFXNqOc4AOrLhNafqpJoiXl1KUx6M0s2uasgxVGvM1WJTGsuz\n", "uUA1ExLEkw3D16mRCBWe+6STXbN9IiZfE0Z8c+P6jPD6jzsZyjkmNo5FsVH0CuNcj49HnzDUY2Kj\n", "OKG4OSs2kRNJ3RObwzEsudY3GwqcV1Xe7i1rK8bEplVvPK8iNIaOob8W83lzKY7lQvt/RZwJ9Ndj\n", "YlhTLTp2K6lQ6mytMLgWSfGWavQ1zM5RKDGeiZLZSxZDrK59kqFxDhVo7mH4PuYaSfSF1YjrXzFN\n", "qYnRruiYbk+zNsoXuti7j8lxFmfFH7DQ+P8pSRK+5wyJ8U84QZZXbAot/akSX0ozPUW5zOcmfCvf\n", "s1TjqxujMav7UroXOdrGwj5et5Urxjh0Cfdv5YoVVvtYuojCWOjg7xsiu8AD9fAq26usViJZuZyn\n", "txj68vlMxJWbp5lpZGBnszGIZXuVgWwY9lo6fi6LevkuYayzwjjnnAzrnNgYTnTizgivelAY4hOC\n", "tQUR7awIz7wizgBODFI/Ibp2v4j7N4kR15NicxgT4ZvjDW//043Y/ltLt9hWi4+y6mQ5aWtjvUup\n", "2MQydVpqscEdTYXR35CKTaueio0lI8Toiln2pyhXuT/L0godi1EB1TfKPRuYW2NohIHu0P8Zb6HS\n", "6D6rVxm9gP6l+Hsslbh9jStSZNaYr/HyY6wscryL9hX2pNjXxUeWuLKP53SF3tLXVvj6Po9fx5/j\n", "Ob10FWLG794ZyabxpHM61T7EN2q3cIUGG5djZ2tRp3CdpNrn8Wi0+J82BV44xCU9UR0z0cgudrTx\n", "m628eYXnrJFf4V2rfGaE+cZUpul6ePKlYY5dQqqbtjWuqXB8dyRwdx5l3yu5ajvdGcaHQyZ5uchD\n", "nbTkovTyyErow1TzzBcY72ZTE12paMZqrUUc+3gTbc3+L3tvHibXXd57fs45ta9dXV29t9TaJcuS\n", "Le/GGAz4YsBAApExhAQnBJJLwszDzNxJyCQZnLtkQpKZIc54yJCE7RrbQNgXm9UYy/KCbNmWtUst\n", "9b5Vde171Tnzx/cUJRsj62LL+JJ+n6ef7qquOluden/v8n2/XwyfaBssExYMDWjZCHWTR5H7euRE\n", "W+5znQGrzlBVBTn/WbpDWBN0KRxAjjVHl5Wz7L7O4z7XQQ213H129rEOLSQL7vZ62M2D5te5y7+H\n", "dfbNXN08RcrpRvkz7k8H799EX0c/Gt4aNCTGUnP0O25I4P0kIptrOSqHNR2otiUl2UhDrKHrF87B\n", "E1HYGwS7CX1tncQyGv7KGlpI8xthqKJFZWarLkDEC0t1mKjDuEcNdt8SXFET+V5sHrY34SeDcO1m\n", "GE3BdcCGBBwxILtylvvPlGDPn/vgjxqQisJxC9JnGRJctV/AbuVFQPv8J+B30LfkzNX5Nb/oUa3a\n", "i2WjPXB5nxzGozmYyHB2fVQL3jEC/5MNO+twdxz+zpC+atToZu8Aa1ow3IITHYSXX1xAe8IwE4UN\n", "vXA5EB9XgzZswnADvncl7Azr/cUk7MrB08twwIY1l4gsLGdAj19N2oEMDC7AgT4wLDV4tzpy/DOm\n", "HFQEReBtd0K3aGpQa417aDW69MeLdOmRTVSW8dCdsI26vxOovNOhnfHQRfZ0FpMgKuF43O1Cl56o\n", "TlewpbNQFIEcKWxu56PeneTM3by1sZeA3aVzsFB5qSMC0+vuawOiz6ojErkBQ47aQI5+yYC0IxRP\n", "0IQhW/2OsqPoPVqBiZga5vEmjGVElTFiiJvfGYfH49pBsgSRHggXwVuGE2shlYFr5zVJva8BnhWY\n", "bEGxCle3NZdx1K+sMNAHp0ak1fsaL1xTFZvnq9Lw4344OcXPp/zwwXUeuN4NKN5bge/F4HCntrZq\n", "L5Gdi/O/Gd2Zz8ffsmovrYXEhvnhopzW/90LH2vC1Nmw1n642oSrXJrJ91bgmzE5/5kqfNmAAZ9Q\n", "JP8chB870D8GpQrcmIBL41CLQXmznM/aPDQsOLAO9p2ETcPQ3gyDRdEwhCMibDuUgcAMjM5DpALx\n", "XhiKqGa9nHQjbRuCVVjwaJI464WMLbWsWUdlmhFHUW0L1eTLyHmaKBFt09UH36rTJYMc9gpaROoo\n", "+k7SVdRy4e8/hYEu06VxKLqv60zrxnTpcdxtR9Bi8SjgsJsF8zbu8d3JRa1b+I16lYq7TQMtRCl3\n", "/xvp6gJ0spEOQqhD++wFKi518ygq70QNsW/Om4rIT6OZCV8IxpqQakMoCNMJyTEO1GG8Cd4VGAnD\n", "0TaMLit5z1YF5TzggfUVzUuEV2BHGh62lS0UW6Jh3rEi9a/NRdhShxMDsKkI8yEYKcBKEB4ISzTn\n", "pyvqc5kDy2f8P2NoAVt1/C+1nYvzP4jCpMXne+EvYG9ArKEW8M/AR8/DPn5FbXMAXtWUIwK4rg5f\n", "DT+P87ef+cU7aUGpU5+tw2dn4GhCMoCVMPz1GrFF/iAITgU2NlWD31OVQ/peUiySSwjRE41AOwA/\n", "SUrsw9cDp6NgH4ZSAE5UYGgM1sXhSBA8dRiogSeqevcRj+iJfR7oabnUyi0wbMj4FQ0P0OXHqSIn\n", "1kLOvKrToIRgmJZOmThy/huRgw3TrfH7kbM16UI0z4zIbeCYu/0xtFBlUDxkuH83SFHmdvZ4dzJv\n", "7ub9jb1steXcTeTEe9y/y+hrl3X/7pSNOgLuMeT4bfdcPDZYthx9v6neiM8LkaZKN/G2Mi7HD+sb\n", "7hCYDacGYDIPO/JCVeUtKJbAZ0M6CeMVCbAcNSFddVm883BtBo6Piwl1RxG2Hof7w/DlAPQvQjgE\n", "py+GUBEuDcC36/CZOKRNmF0UTQQN9+KE3N81ulTgdbg3C30JwVgfMeHBubPcs6t2nuxcnP9fAfvp\n", "5qSgVfqtL3DfFhKHvx6FPT8Bvg4cfoHb/Tdiy0045tHlAzjugbmzTNkCUIOv5OSUx2x40IDvzT7z\n", "/4/Mw3ACfnMDfDAtCoGKB57uh+IiNAKqQ9fjcjrH2nDIhhuWYNyCZhZObYfyEESqYMzAupQ4YHJo\n", "OtepQqsFA1Gw/Ir++kyRl42XwfCIqqEPOe1FU6WPgqEo3of+ZyIH3UMXH19AznvGfU0nyk/Rxc+X\n", "UCTfyR4qaLF4Evmt9ej2LNAlcesgh9YD96NzAYiym2PmbXzfdyfbW7dwXb3KoHvcbcQdNICau4eQ\n", "c26ieKpCV8JxGWUeebQw+BwhdBKGCOoyQLQpeuSlBngbyorKpuCbLZQV0RDkdckPfbNqlk9EIdSC\n", "021lDQUv7O8BJ68+ynIZmkWwsjCT1P53BeDyCpzcBVcXNTXczkMkBbtX4IGAUFxjU/BgEY7WoDYD\n", "jy/rulw9Au8KSkdhXwiOTMPptI7v4DL8adm9yA26fmXVXkI7F+f/WeCveSaf/4uRol2BwrfT7uO7\n", "gV9j1fmfo2VL8I9FmI2C34Yf1uHEOWCuDy/BrUW6IPfn4PVJWnJET4Wh0gspH8zFRcUb3A6jfkWz\n", "zToESmDPiE444Vf9+YEWeNMwkoPtIej1QSQiKOexuBqOQ14oxsDTVF3dCkDUgkYIArbQKrahhcDx\n", "qNa96PYCWgjXn0BOtiN+Al1n3UTnkKQrqtLh4LdQVD6DMof1aKEou6/LoGPa5b6mis73FLpdlS2k\n", "MLidb3l3kjd383uNvWyw5Xg7M08eusNdnUEur7v/FZQ91FEGMuq+Z4AuIinWVh+kYELAPXdfS+ye\n", "eVtIn3VA1NHCVfBr7qJpgjUDu0pweAW+4oe1IWiUVZ4ZL6sp225Bdh62ToCxCPuCsLwI2yIwvgN6\n", "Q5Ad1HxFtAX9DVFn40DIgZ5ZeGIZ7pxwL1rHL0Tgd4KCrPbF4QZgzxjsD8AXpt0Pp/L89+qqnU87\n", "F+dfAm47D/seQVCNjs0AV56H/fyqmgMH5kWbgIG8yLkuymdTUTLghAkP+MEahrdm4cE+CJfg/gRs\n", "H4ZXAmtmwM5AuwTBHBzbJPilaYhwzaqC6YOBcUgEYLAAo14JsSRqckJ5DwT8ElJZDOq3ty3cfsKC\n", "4x2uBmkAACAASURBVIYGnXodURxkgaOGkCmgRWASRf4xVEIpIecaR84+5D63jJAyu+iidOKoadxD\n", "dyE5iRz0MIrCOyIsNnLQOaDKbtKulu721i18oF6l7v6vSLehbLnb2E83e8ih8g7IB3YazQ5aXAz3\n", "2NoGeL16otZSec5nis/I6y6Ew22o16FkQDwk6os6mqzuj8LsOthacSUnGxJhX9uCjVmR51UdeCwG\n", "x7fA8ABsqkJ1O4SXYdELQT8U/TATg9q0zr93UscZXIL+GkwV0Adzxr3XY+ozm+uBX6+rh3QceKsJ\n", "3w1C7rmIBFftJbZzcf4PAP8HKsmcmZ49/gL3fa6O6tYz/v6R+7NqXXsxU2YDLhuC94c1vj85Bn87\n", "BjuW4fo6tK4UlNATgHYfTPXA6WVh0AcKYo6sbIbxiMo0jglPDkhO0AqIoGzOgHZIA0UX1OCxkJyr\n", "BfR51W8IoMAwamvQaQq4AME7O5w8I+gWaqJSSodYbcj9HUTxRAmVfmboiqeXUSQ+jwLWDjFbBwFU\n", "QE686e7Hg8BuRVKkuZ293p2cMnfzB429rLFVfiq52wI5704Tue4+32EFDaLMoe3ux0ALU6f2P+qo\n", "FGQbonUot7UQNAxoNpQV5Sua/K1FJUQzVnennRuwWFOPIBrQic4l1DMZBaIJUUD4TsLpIamBNcbg\n", "TS506XAZrj8Fp3phS0GkbytplZoqs3DnEPQ2NZUdrcB9VXiwg5U9w3J1uMcQA2gJeNoPySUXDbXa\n", "2D0/dp37c852Ls7/EvQtu+pZz79QqOcs6qB1bAx9Q59tt77A/fxbMYMXXo7zwxvD8Ptl+CpwsATF\n", "BGyLa+Bna1k0y54ZSKdgahMUCpI/TA1BfxyGWuDzwVwQzKIw+fMhaCc0rbvZK8dSbkHNrwh/xYak\n", "7TYxLaFX5lEfYNARbXOnUTqA+ocrKILeRBeJ04FpxlByE6Ebta9F2+xHDr3T2J1GGUTL3XZnIKwz\n", "uXvEfX+S3Txu3sZ3fXeyq3UL769XiaPbuDMP0CFu60eLS4+7nw7L55C77zm6C1MHkupzjzeLmunz\n", "yIn3WML4N12kT62pDKm9rEW1lNT1eMKErS0d+2mPkD69A+D3wK4qxMqQzsGsBYfXCNu/YMHVJ1QS\n", "qqBMbaoOKwVpAWT7oVKDXADKAxJumWxDOQKZJlSmf849V4dPzsBlwIERuDgHa9twR2cab9VefPsR\n", "zwyMP/J8bzgX53/dL3Ysz2v70Dd3HH0bbgbedZ729atsJmzrg60x1cXvXaQ7sZSArSmI2TCXPoOH\n", "xYThOGwNw1TV7RXYgCWHOGHCbD9cOwufHlfTbiKhiK8W1lDOohcys7AuA04/lC8E2jA1Bhc2YSgI\n", "RhgubWioK2SoRj1jwHIYTgdVz3bcsk7D5ayfMqBmSmh9xJGD6gwYd3hzOrftIvpfGDntDkrHi5xo\n", "iS6tQ2ch8LnbsFH933BfH6JLT+SjO9E7Rooqt3OXdydT5m5+t7GXYfdYK7pkVFBEf7G7vzl3Hx1+\n", "oE45ahY56jZCHhURzDFtaMEoIwRP1ND7TUPlIj9C+jioLFaNQHAQBstwoCASt2gDnrTBaEmEpScO\n", "G0fgiF91/4sysODVNkIOGBWIBMX3PxGSPGbWD4ejYDwFP+yHaF59nH+Xh2wfbFyCE72wawEWHLC8\n", "8P8MwQNTz3FfVmHfcdg3rYZvxYaZEj9/+jdItwG8Cit/CexcnH8PWkVe5T7+EfAfUUjzQqwFfBD4\n", "DvrQ/4XVZu8vYBsT8KG4ovWMAX85Av8wA1s2wVU74bIKNEvw+AY4uQDLMxD0wocicFUDnu6BP18D\n", "23rBl4RvpWCyCEMO3F+C5TwsbYYhE6bLMBmAQL8WjxFL1M7bl+FYQpKJ4SBMB2G0ANNh1fUTQSGD\n", "0j41J50AbKxKb3bRp6GvGHDKFHql0XabnIZLxeBA0Vb5IWV06+QrqNF5MV1H3OkldqZyO3q7nUUj\n", "TZdps+P8O9lBZ0bApNND2M1B8zbu9N3JptYtXO8ieTo9glMo24iirKEzNNZpLC+42+xE9x0U5JAD\n", "huHi+A1lCzmUFVRx1boMsZZ2mtkxdLAnvKJpXueFvBdSRUjkNABWCcNiXQN0u6pquFoNOBGDh00I\n", "ZqHPgbEjsNELP9wBpwZhcFE9hBMeHXAwAfuSSvpDNbhmUbMcx8ZgqKrPo+rAmiZs8sMDFs906iZa\n", "sRygDsdqZ7+Ht/XDzWcg0D45y2qGcN7tXJz/J4EDwE3om/LbwKeAt78I+7/H/Vm1X9g2RuFGt4Gb\n", "dOBKG763Hn59BH4rr5r5nlF4Yxam/OD0wY9jsDEtFSjHhDfshCszirQn/XDAJx6dUgQuNmC8BYUW\n", "DGXhRD9sa8DaCvT74HQCjmyCuE9lHG9DjdqjLXHKBGIicJs2JKyCAfMWBLz6sjcdMGpQ90Ep6NL/\n", "m4p+5xxBHiO22wOgC7es0a3tL6MSQxYByNYg3zNIN5hcQfX3efe5Djx0DGUQLeTIRbGQYsDV0p0z\n", "d/Omxl5idpcGwqGL3Z9AX6PO9s4sQWVRr6IPoYSK7jE4hl4Toash4KG7WCSMLqdQ1T2mKdQvsRzo\n", "a+q6LXqhFQdPBTIx2FiD4SJkx8EwJW2ZbAjH/y0LemsQN+GSbZAOiiH18dOQq4ry+U1fhr0j0NwK\n", "1zbh0joUA3DvFgj7RNOxvwhjczDbgnEbZhzY2QfDQZiswOE8vGEIbvCIDvxLRTiwwM8vSQbgbT3w\n", "ERem/GoLpgfge6fO7f5ftV/UzsX5b+CZjv5WFG6t2svCsnU4GYARt/F70AubvLC+BtWoWDfHPHAq\n", "AIsDkAiDsQVmDqiR+KgpJ1CNQS0Owz2QD0D4MCz0QiEG7XlIVOBIEgYa0GdDchYWXwFWGOwQeEti\n", "/Mx6NZiVtyHiV4Nywo1g83U5+H4gZamOXfArgh1069trTZVCkmhqtorES/woE8ihMs+ZMM4jaBBr\n", "0f0J010kGigQ7Xev1zyK/tvu65aRk+7AOWPs5rh5G5/w3cnO1i28rl4ljJx+HYm19Ln7DrjbXkJI\n", "6Dn38bS73yTdMpSNzsFwf3e4gjrH0ck2PMjZT9DlD0q5x246UjAbscBpwUJbMxC5FqxZAEIw5xIF\n", "TfdCuCI+/0xTA1p1Lwwnwe9SgpQqEEzr3vHW4LFtMJSCy2tw2g8nDehvaQJ47aQQO2kHJjbC6Bx8\n", "CZjNwl+E4ZUNeDAKfzcMHyzAjW7knorCHxVxp8iew9y+Tsc2tHXfrNr5tnNx/lXgWoT6AeH8VlOy\n", "l409koa/G4VHw3AsAN8swqWO1J2eCkF/WDztRyPwyjZk+mGLLcnE6xbhkSF4CnhdRKWYg34YKsCp\n", "IbCaECpBMw7tfghGVVNeCUBiBFoNKWYZLchGRRFQiGii9Ggv+MowWIFABWZTYIUg4RKF5Q2Y8grV\n", "EnZpHPyGHF3dEOSyboBjq+EbRQ3TzjzgNrpOtA852AFUjjGQs++gaGy0aPjoCq6EUbmlwws0QIo8\n", "t/MV707S5m7e1dhLy1Y0P4icf8j92YKcdkdnt1MBnUULxBjdxvMiXdG7BsLlp3EJ2tz/Beni//Mo\n", "Q1hG07h9pl5TA7YYMO90v352BAJ5WAhr7mGjDRdWYKgId3lg2Sfxm+wshOoQcks2fSu6D7y9cElZ\n", "5aXFHmhcAKmTUOuB4TxkO/z9RYgdgWuKUB8Dcxm2lOBLfRDeBpVl2JMXLPirwxA5Y95kpA1x6yxV\n", "4jrsacPlPtjZgLtDcKTw8+/3VXux7Fyc/79Hg15x93EWuOW8HdGq/bdaE74xCftH4dd88Bce+JJP\n", "Q19rM3C8DU9Nwu/G4eI6PB6FDStwoAoHchCrwN0W9FwC2Rgct2FDULw6CVOInSUfpHsgswivKorj\n", "5eBWyOaFCrEGoM8PJ3zi2E8sw+mI0Cd9Laiaghg2LbioBpkATDia4o35wOtR5FtBbCJ5tyY+injk\n", "88jxhxFnzz5HDJcJ5MA7WYAHOfhp5ISfolviaSCnPOY+N4sWCRMIulO6X/fdyY7WLdxUrxJyt1NE\n", "mrpBus1gBy1GHT2AhD4G/O7rRpDT76iCzdMd8LLdv9PIqTdRdhB1z8FEJaqmA16XiiOKxO5PeSDS\n", "hikT4l7V4zcuwUwN9vsgGxTn0hMeGM8KCVSwYF0Yeodgvq1If10WYiWY2A6xEPTWwZ+DU30a1pvO\n", "waVVyCTggWMwMKMm/NI4tPph3ZyO84owHDHh3VV4MAH3tKBY1vTv5Q1xNz1gKeP7udaGL8zCdErN\n", "5SM5mDgbK+iqvUj2fM7fAn4L2EnX+a+KNL/8zA/vC8BHsnp4VRPeb8GXTwAeeNOl+mJNecFMK602\n", "mvDaItwXgsw0HK9rEre9HVbWqBzTX4Ong7CjBKOHFIFbKyrxhJchXIXHLoI141KXavkkrnI8ANUV\n", "yPRInGURqBQEYZwOSJzFjgqGeFlb0ekxNAfgBzBctSxH4us+FHHP0x1IPuTAsNGlQQ4gBx/HVfZC\n", "qJZ+Q85/hW5TOIiyhDkXt3/Iu5MZcze/0djLWlvZQk6XjgrqI3RKPD10GUTn3cdnTu9WUEaQcI8z\n", "5z5OO3L2T6HyVWcOYCuCfXbm9EwH1jsQaAsF1bbcwTEbTre6+gfjBrSL0jeO9cNoBqpTsK8HjCRs\n", "84K/DZtqus6LSUhm4WAATiehPKLPsa8Aoy0N1i0sCvVTq8L3K/BwGvY/AWO9cEUIwnXoWwKnB6aK\n", "guc2F+GrIfUSvt0Hew9KHP7xBNTb8PCce8HOZnV46Llg3qt2Hu35nH8blXkMVp3+y9lMNU87tqUp\n", "ST8q8KZxuC4La0wYCkM2AHdZcKoIT/rha+6X84ezYL0Kto3DWkNOfsoLGw1ILEB/HfYNwvRm6D0N\n", "D4WgMgTOZrhwCeaWoTIGQR/U2mD74LClem7NC5moqB9KNUWEJeDSturabVtN3l4HthtyhrYtBx4x\n", "5LhzaPFoG5r2XXE0MDRkyLl24JyL6PESOg8DOecWyhLCaJHwsZvTLifPaOsW3lmvEkBN1/Xo+KJ0\n", "WTY7WUXM3XZncMt0t+l199uRglxDt9fQg3juCygrWEdX/SvnHncV0S0YFthtsXNWTKF1ThqwbEvA\n", "3utIOOVoQ72cfADMElg1aPdCLAJOSMI4pQZsa7qLWBAWGoLxXlKHpF9DY3ujcEFSAUD0ab3nUA2s\n", "SYm2vDkIBwchMQXvz8J/TcLjo3DMC8Mm3DoFh30if/teFlZyugYnOhNvq/YytXMp+zwBfA34It1i\n", "owN8+Xwd1Ko9p/mgJ+BOSHYURjrWENnYVR4hc+4IwxGXqrLPgren4ZseWGnCYxH4zlOwNIs+R7fZ\n", "9qowvDIH0YOwdRCIi9Bt2qOG6oEceJLwZAvCWzVXcNoDPXXRCowmYEMRZkKw3IZIHHxZCCfADEoc\n", "xohByCeN2aopJ3rCFlHcXEtN4EhTSBXHgXkPNBwhXSxg3BEKqM9Wf6COHGcKxSkzdGGeQ2iMpEZX\n", "LasJFEiR5Xbu8+5k1tzNDY29bLbl6AdR47ZDtdyDmrgN5LS9dHH6EbqC8BW6yMZRuk3lfpQxFJBz\n", "H0CLyjG6jd9ZVOby2FrAfYZKPhFbPZe8T/vvb+m6rAVSVXjIA/vCOvdyFfwhsKJQrsO6siaAYwFY\n", "Cat8ZPl1bdeYsDkrbYSQHx7vh6kVKPXqMyl64EQBdgCvmoR6ArYGYeUi+OwBHVsZ2JCFU1H4SI+y\n", "i70FmHopBJ5W7UWyc3H+ARTmvPZZz686//NnYbg6CoU2HMwDJrxnFN4CrBhwRx0emKG7ADThs7Mw\n", "0y/o36GKq4zUhsk6nPLC+2fhe0E53qU5nrl4oGjSaYub/f7NMBZUSt+fh5YNC+thdLtq9EFTot8J\n", "l4p5LgVlr8oZi2VYk4ZmGTJh2BCQMlU2orJRvAkVL6xrCk46ZykTyNvQW9X5tQwhgAJtd+DLUelj\n", "0oEL2oJCWoZKKX7kuIPIoY7qtGnS5fgHZQR+dvOEeRsP+e7kktYt3FKvkqer7ZumS9ucR7X4bagP\n", "MUGX77+Dymmgxu0gyi486DgDdAeuT6PmbZ/7XvfjZZauhGRvuwvpDLRU+lm2YcUHZktZ14IXNpnQ\n", "Y4vGORXUQmK2YXtUWYntFTTTW4R5N+tpAoEyDFZFEbHRgth6WIxKd6HP0TS204S+DTCwAD1ZWKlB\n", "MQKvMcCYhU+NQnpMojJvPAbvLMPBHLwvBP8yQ1e/10d3x8+6x0D/3xEDvwn7ipydZ2rVzqOdzfl/\n", "FPgT4NvAF16aw1k1IAx/PApvq0vE+5+icLIFH2hpKKvzmgfCyNN0rArH8vAeP/y+F/aPwRcX4f55\n", "aAxqhD/TdimczxzI8cFl2yA5Co8MCzq40RAWPW2ANQ1HL4CtUUgswWUBmNmkga3hKhSqUCnC6TCU\n", "fHDZPEyG4YQD8ZiGs05GYKcjZFATNYW9hqZVvbiDWU1hxvOoqdlrqnQyamhxOAKccgQPHUNRt+WW\n", "j/JoUDxLF/fvQVF6AwiQosTtfNvV0t3d2Ms2W9ufRpF5i26zdQU56g4RW4cltDN8WkZZgbu+0otq\n", "/NHOcbnH8rQ+KsJtDWbNucc55G67M3/Q9sDWpjvY1oL5OhQdGPGAY0n9rO0RQmpzTUN0tq3X+oKK\n", "5n02NFoQtiT6PlSB2SXw1qG3CIZXoi4rMcjHIGWCHVTdf0NNZaJwCDa6zHRfHIcnG3BDTsFD6rj6\n", "Ah5Tjh9ge1sw4U5Nf2MS3twrLeCHWnBvRy/zjHvtN8fgd935jbvj8PEObeqqvcR2Nud/I/Bh4E9Z\n", "df4vob02AbdU4QJX/GIxBB8NQ+oMnHSPzc/q9lrw+hT8WUmliLcBi/1wx4SaaQ+Z/GwkZsL2y+Dm\n", "Prg0q5H+xW0wcUrR4+gsPNWGYh2umFDPIL1WjvqUKXrhJ+IQymigKBhWH2HCht4kTEbERunYMOWT\n", "6heOmsB+VGbYYoupMl4HXwH2xFWPbhtyNE0g48g/dFS7ltCiEUGOdBqVhqZwI2C6Td2Ki9v/gu9O\n", "trZu4e0uksdBZaJJdL06pKhLyLF3qmsNFLV3NMY9QNhRduJzL2MnAwi6f3dKQoY7qZt3tbI7k8nu\n", "pZd4jA1BG7IO9Dag5gEjKN79iFeU140gbLYlhbnkEfmb31b5x3I04JUoSbh9MgynapBchHIajAKs\n", "VCE+BBc0IGnAjyJqlse8yqLMIOQbsLUArV4o5mG8BJ8siqdpRwZuKsB/juma7ffCriZ8LgQTnfsy\n", "CL+V7A5rfdcvSohHzigFjYbgHcD17mLhc3T/PLTq/H8Jdjbnfw9ux41nRpigb0bsZ96xai+C1R3h\n", "2zvWMuB4Du6Iwm9VYdmCz/mhNyAHmS/z07A14XSdSwjoceguEs92/AZcNAavXiNFsMM7YbAHLqnA\n", "cQfW1uCxHWAsgJGHe3vhnRmopOEnbmQ6nINrTsHJQTBCqjXPD8H2ASgEhYEP+eWg4g2VlSpNONAD\n", "W1pylhMeGKtqGKwegqAHUk0YNKHkhacM8BhqHGddlIwfF67pwAlDWrYTqBFco4PtT1Hndv7V5eR5\n", "V2MvI3aXWtmmS+1s0XXMG+n2DzrUD0H0VWi4r0saWhhSKJqPdj479zWdz2DY0N+9KKvJGipF1dHC\n", "cBhBYMOmyjdVCzJupD9ggV0XfXPIC54GXJuGx70wF4JoVcRvEY/OfRiY98HKFPjnIVeRpGKiCPM2\n", "HKxAcATiNVg/DYEo9NUlB+m1peW7PKJjq/XDsXlYfFoUzIsx+FoAHpxW36g6AD1B9QYOnyFesPGM\n", "e+zShhBmZ7PGswOYVXsJ7WzO/391f77OC1ftWrVztgdX4J9G4S2WIuK7m1Bbgr8vwX094sHZYMAd\n", "EShG4VMJuNelptxXh28F4Ko6/NgPj50pnwfg1Zc25wAWbB+FQhSecEW4D8UURQ+EhThJrMD7n4I7\n", "YnAoDLcOKIpv3AevCcBsEJoxqJcgUpDTXNwmfh/HgquykIvCqTDYDbcO7pP27wLQ64dqC+yWJkxz\n", "ZTnbshcW227M4RPtxCyuXq6j6NwxVAIaQL/X6/QA8LCbp8zb+I7vTi5ztXSTqDGbQvsuoJLLFF1R\n", "lQ6GX4RuLs+Ou9+d7nvq7n6W6VJLL7vbDtFdROpoIGvcdXA+hFaaBQ4YKntVbTVW4wZkfOBtutrC\n", "ppzs2oYWQH8LmjUxqw614HRBE9xtrz6/dVOw6Id0savKVavCTU+p7DO5ViWlJxfh4ppgnmZLug1m\n", "DRJlKBXAKcBxP4SnoLWgk5g3YF3U7Ud4gdIZRG4euGwQxkLqx/zAB2+oCmJ7bxCmn4UQnCnDnb1A\n", "UNnTXRY8dA4CRKt2PuxsK2+nY/V873++17wQOzNy/bdkAdh8JhPiGQ78VcPwUV+3/v+5EHxwCXIF\n", "wANbUtA/pMh2aRaOd7gM/PCboxJLW/bAnePw+j5hyp+8RCWDqgXhA9AXUVln26Kc2tR2iMzBkQXY\n", "1Ab/Ioym4OlxOXdrrfj662EY3QjmiKY1M4jcbdGCQEPIoHZQSJ6qCZtdZ7hgQqQO1bIQRaMWOF6h\n", "WxpA2CvntehIGMRvqpE66MAOQ5z2eaDqpLDN2/mmdyez5nu5sbmXUVvOvgfV3wfQ4w5gKku3iZtC\n", "jtz9CH7KzWOjKH2D+74iLgcRaiSPo97DIJK58AAlWxnLeFuaxME2TLoDaz5Dr0kBw7YW1JpH/ZGm\n", "mxEds6CvIU6kngaszUGjDo2mtBbWe6AdUVN9ZA6oQ3tGLK3eRRi1NWw3n4KRGJxeqx7JZBO2liT4\n", "nlqBxSbYBdFC9KQF21x7HKarcPch+Is4fNjN/G+LwN/MQ9Z9fPUo/JkPbqzBwz74QC8MRaHXgsM5\n", "ePwAP6sU54XNUX2GBzpkR6v24tvz+k7rLP+7H92daboqFR3bArwP6ft+6gUc4PPZrcBfnsftv1yt\n", "BZkqFGr8TLlmQ1z1/JT7/DEvfKMMtbpeOxqBP3DgQwXYGdDo/2QRdiXhzz3wppoaya0tMNqE15Rh\n", "fAG+0wczP4ZkGfYFoLyCvNBOeG1etAwLvXDBClh5eCQGfRfCmFd8/tkomH3Qm4FGHMwQHI9Csyma\n", "h0IdTK9w6nlDDUxsl/XTlSv0hVWKWDGlHZzxCO9u1sTvkzP1/pCpWzNnwKaW+G5azk08YX2dO/x7\n", "GLZv5s31U1SQo+7w7HTE4zrEbCDMfccHdSggOmWlpvuTp0sDbaEFwnEUsRfoZgLLKLq3HNjo6Fjn\n", "bA2+2aa+iwO2RGlMQ+WivKNSlY0a4KkGzPo0+9BrKyPKtAWHXbBhtgAjhnoBhZDLs+SFZAmmwhCY\n", "gbXTYt+c7YHoGDSjsLkAVxRhaQgC8zBVgmBBfYRiFawhaI7BaB3W1cCXhlBYkfxFTZ2jB7FuLrj6\n", "u6/vh//g1usNByZG4Ddm4AML+lxOBWHm2VQNtu7tpQ5/9qqdH7uV5/GdZyv7vB54N3A7mm/vhDsR\n", "BGP4HF318FV7yeyHWfjMKLyzBkUTvuKIlREACy6NwntdNMaGNjwShvu90sfta6vunLHAb0G8INx/\n", "3Q+FCTg0C+kY9B6COS8c2w5vSUuZacsyVOKwpw8unFQjECBYgnc0YToLX/QKdbIyB8eGoB4QzcCE\n", "I0ZJMy4cuROCqAkrXiF7DC+YdS0w62wxQxbqsDQiuoIeC5ptOc2ke54OcpBHzBR2+3Y+F7iItLGb\n", "t5QfpN+GsAcG2lCx5IwrRpclcwg53D5t6qcaux2CtxXkjAfRfjpUDRm6WcKyoWniFGreetDXo6el\n", "13gsYfcX2yrx2I7eYyI8/wYDlkwtFmlbDKb9bWi3xakTtzXJO2zCkqUIfXsFpmwoBATdbOe1EEzH\n", "ITLvTiFXRetxKgj7UxDsUy/mdSvKLliCfAGcw1oQDoxDfL0WkWwbojFBhsMnYE1LDfzd7nzPlAXl\n", "TiRvq1mdcXsu3w9C0FLGt2hJAyLRh4LH55vwXbVfgp3N+dcRnfMncTX23Oc7ZYRV++VYGf5mBu6P\n", "SQBlf45uau1AxenWn0GRKQ48XYD/cwNcHBUc8MGYpBR/bUF864mmaJn/YUlIjq+F4GMWRLNiBM0M\n", "wIG18N0M7LEgOQZ2L6xpg78pHVn7qOidYwE5Am9aDJ0pE/xJqFuKbOsNiDal8BW31IPYUIeJADwR\n", "hp4mnIyLsXS+DaGAFqusR+dzka1mb5ibuN+6jb3+u1lTv4U356rsQCIjadcxtRzh4gMeLQR1FKF3\n", "hF/m6GL2E7q8zNClX+iQx9VRU7XpXtOGo6ndzajxusFU+algqbySQYtBytIiXTO1kC2a+kfSkHNf\n", "bMJSS9clAKw0dO0CJgx49HmuQRoAm9pKxh63wKnA8DLEe8Tq2V8ThfJyCr6bgoE67Dqh6dzGNvjO\n", "CLRKUMjo2AaW4PNBWO4RzLTPgUtK0lKoNuGhPmgcg282IBDWdfh6XXDizr32pQXwjkGyD1phTRt/\n", "NQKxGOy04FoLBsfgk9OsLgAvOztb2edM6+DeOmTmL5Xdyr/Nss/zWRNmS276feZC7EDOhkJCTI1f\n", "DcAXspAtqbk4kFJ92qmBbxlO+uFQA460gLSEv/+HnGrwD67RRO7SEJhrYHK9ShWvacGWKDRicG1F\n", "ZaWpkJLBjAmBHtiUlrMdC+k734wKUeJbgpGs3pNqqCximFo4aCo6z7XkxCqmHH4k4DKHmmryWg44\n", "pJjmM9zrexdHvO/hNcuf4JXlFlFDXDizpktl3ZLTrlvaR82Qgw0aivCn6TINl1HNvb+lDCFudumV\n", "+93fMbq6vAZCq1zZEkwz42gxibeUWc05MGJDwNKbN6Jo3u/RYtdoCuFk2kAeBudhpoNGMsD2C72U\n", "NlReslEJLVnVRPWMH4oLcDKo45jJgr2kXsPTlg40twXGesTgWo5pqteagqWH1dz91Gm4MAFXeCAa\n", "1AT5o2MwWYITy/CNgzCVE5T0mAVHCy4k3+deiAYQhOttePsCDORhz2ZpMTdrsGMeLm/DIY/bIqWK\n", "QQAAIABJREFUu1q1l85u5QWUfVbtv0ubycFf1aHHC7mO+giAB15Zhf/ZheZ9JQbfScIFRbi0CXti\n", "cCfwo0VI+8E7BFeVBCssJKEWEnon6YVQRTV6cwKKQ3A0Ct5R2FABf0Q88XYYdtiq7zdyKg+xDEdH\n", "YLoJkRqUPapzWwHh7U1HEWvVo2ap1yMnHDYVxUdaMO+7iePGbXzLfxc7Gu/h95arDNSh6VXzeLYt\n", "/Hp/wz0PG+YrKjelgrDOVOWygPbZEXAfQ9KEy47gtgOoju1xB8lyaAEQ579q9UVb9NIg57zcVhmr\n", "ZSsLKHmUgRmIIbVuSpS+0ACnLBrmdEPQzHpa8Mvweg22zdvqfXjbEGqpRORxtDC2aspCMmuhnoFM\n", "RbDK8UHYuQDLEWiNweZRWG9BrAFzeWjUIGcpMn/1hFg4nSWYMaGyFka8UDwOQ4/BI0UoVuC9a+GD\n", "DYn5fHEn9KzAQBnuqsJDc7DGA7+f03le0oC98zBpw9sXpdv7cGcYYtVeZrbq/H81rdrtAySicGVS\n", "LZs9fpitKiJN1uC4F25sK9JfqMP6CNy+Dco2XOgXrrw/ASea4InCBXE40gOnZ8GXh3RE9A92EoZP\n", "QWwFrCocGoTqLDzZrzr3cAVmG2KhNJclQv6UT5w0o45LLTANuXEItzTE1rKk7hVuu8Nh9JO1bmev\n", "ZyfT1m5eU36Q8SJsaIDjgWk/xHIqRfWYopAYaEPWhnwToh4NUwXbKtmEfGr2puhO8vagqDtsQ72m\n", "xuuw4wrJIzx9w1HAW3L0nIkWgpChxavQUmO64dbygx7IefWaAOBpK1PIV8FX1yKw67QouX39ykr8\n", "DQgGNLexiJBNJQNOJSDahnANhptaGKLzcCQOV1agv6LsbPhC6SRYPar9jxTA79dE8FBDWdn9wzC3\n", "AI15KJXVVwh7oa8C9RUYclVzLjN1bX+ShN1NmPTALWVNAx8JQ6YGewLw+rrLaFrSTMNxr157twce\n", "WuT8IwNX7b/RVp3/r7T1RuCPhuEPyooY/6MFt0RhRwuebIJ5BEYq8FgALkzCNXkhQb7RozR/KCgH\n", "VEhAaREOJcFXg5kBOF2UAtTQAhTjcGEVZpKwlIBDa6BdBWcB+qt67mQLRqvQewAGgmBfALFh1aqb\n", "WZVJnCWYDUHAB00fjLZhIAfHo+/gyfjf8/3wXbyy+R5+o1Rl2W2OHvbLgeebsNmvqNtyOYHiNlR9\n", "kpscs1USajkqr3QmhDtUzRk0UGcbit5zhhqa20w1cf2mu0iYELKh1wBsNWy3t6FmqxJim0L0hGzp\n", "EdcclYJOmFocFhxBO4dDkPaCLwf3XyKZRCuofkgTiLZU+lnfUIZQLsBUU1rKg2GITarhPIk4+lsN\n", "eKoPUjVYGxN76rpJqA/CMT9EKxCegckyOHl9PjTgvhwExtR7WVmBdSfgdUUhvjBhagReUYOFPljw\n", "QMXF+Ccd9Y4eWYb/PAz3hMW0+qNZwU2nXf6eg8DbRtQzOJCHg2lWF4GXhZ2L83/2dC8I+/YT4H9B\n", "4dCqvSztwhi8raZIf8SGW4rw2zn4QRFowcZeuD+penrKC/MluLGhqdoTruBK2dbQz+YGpFNAWbXn\n", "lachXIT+AswNwVM7wBOEkTJsnRdkNN+C3kU4VYFIHtLjKnsMxCUcM1iX82+04VRcqCO/XzDK5Rrk\n", "jEGWnX/ic+EtLAdvYndpD29pyCm3vdAIQDyvgaUNQT3vcSDZ1jktuApS2y055UALTppqmO5qy4G3\n", "XQimz3EpmD3gtZQBZB1pDMRsict4THHYG46w+tMmhBs6JyyVhYoGGA1F9UUvYIpN0+M2q2M1CJcg\n", "UYWUB5wwlPyayPX6tEDlXaRQuQTFpia5CzVYk5M8Y60J27KaH1iJw/IC7AeGlvR/ryOOnrpPA4IH\n", "I5A9DWuPgncC3jIl1Bc++MMeeM9xeGIenl4DD4Xh2xb8YA62WtJXfsoPcxE4NAStLDzugR9YEpGh\n", "BQ9MwwMudLfTgzqQBoLwx2vgj0taLP7fBPyXFsxlX9Kvwao9p52L8/971Bm7y338TjTtsh8hga47\n", "L0e2ai+CZZpSzeqggVZMccZ3Hp9YgY+1INIHr67A/74AD0ShPwY3HFcN/9P98HgVGIMdC5KHLKXh\n", "whkNNF0Yhzcdhz0piIwLRnndk1D2w9Pr1Wi+9rAmVksRyUpaPvHVrFkEbwtOeKEehB1ZVw84DCuN\n", "3+Gw92/59MavMLp8M28vVYh64LgpmmMMGKqDbYl13GNDO6CIu+BVn2CoJadeM+V8RmvqHSQRPcWC\n", "XxH3PGrY9hkuXbQpH+a1tTDNIirjtK3MoN/QIuBpaRZhvw2DhhaJmgVBr2YREnUou2Urs63FaKig\n", "jCRua+htJghDFsQ8sGBA1gdLdXH7eCrg1FU+2VqFyyrwaAhO1+S8fQ5kstA+AaevkZhOzYLEKbh+\n", "Dvb3wFEvTNwDxSl41VbYNAL3jcLnH1RD+do27GzBzhz8SxseG4RXlGFTH9xjwq5FODgG103DYhr2\n", "ROADffDoEboIHse9p0wU4reBFoz64RUtXXuAG6rwpfCq83952Lk4/7ei2faOfQJ92/4Ekb6t2svW\n", "Dubg4xGYDQuhckddFAo/NQem8kBejcelfmgn4OIyvC+nbMG7BL99Eu5/NSS2SALwFQ7cMQY/fhDG\n", "t8NQGfKHBGW8oqEGomVDJSM4o1XVpO+2KZhYC1YcEotwPKzs4WRMkXEgAt7QEO3WJ3hw/CIWrFt4\n", "36PfZqgtIflmH5yyAS/stIWdbxqQisFARfz/QRMGHImbr7TlhBtNWLE0tXzSIxWzBlBsw0gTYhZM\n", "tUSadtyArW2JyGx3NGCVRdev2YYev3oKJQOWm+Ir6kX9hXlTCJ6KJYH1siWt20wY7JJq7c0ChGNi\n", "1ySnxcNngRGBcY9KORNpSK5I/jBbgoFRsGtSFDudhlYeokWJuPjnYGArXFSEbAPWVuA+L3w+BNFl\n", "sDIwsgybhuFtR3VscQ9MpOCbSzBxBuLvZBLeUoQPuXDOXB98NgLvccQmumzDu4/DrMXP6nj74A3D\n", "cIm7iH13GWZaz9z+ES8sPlclYdV+CXYuzr8C3IzEXAB288wVf9VevtaEL0/DlwPos+pIXj3LYjH4\n", "zTDsLMFej4Z0RtzXPegVHcK/W4GNT4OnTxDMkRRgwMkAmDthbRxOBOHQJrjgmIRIZufgZC/sGnXx\n", "/BZEypA4phpyJqnotRKHywow7n0P94X/ln8e+ToXL76TmyfL9LWFey/bEKgpQ2i2wePy0xvu8Fqy\n", "4fL+OzrViBfqZU0QFzwwGVPtfb2j8k3Wo1LQnFvTD9m61eN1NWgtQ/oEPaYWC6+l/kHY1LVsGsoU\n", "mlU1tdcYkDKgWYcHbNhWVFbSCkO4AjMGrE/DTAXSJpxsQ7ChKdpJU0RuETSZ22jp2D0H1TNoOupH\n", "BNKCTs6VgMNQ64XNwxAehV0r8IOg9BQKPdB6XOW32SK8pgSVUdhW10DWnAe+4EqPfaag6ewYyipu\n", "LsHnE7C9BFdU4Q8ykFoH9ZaGx1KtLjz2THv1AHwEuKqi6/hnKfjYFPx/eRHDRYEfNuDgatT/MrFz\n", "cf7vRqWf293HDyNd3yDwwfN0XKv24lmL5/62AnggEobXXQoX1ETd/OE5+E9r4J09ilwrfni/Awtr\n", "FV3fMK1G5pNJGNoA49vgjb2wqQwPO/DDp2F5GvqXYDgmrvhSVHKEx2ywwvBkGJiA5CmYSsH26ii5\n", "1Mf58JUXsBx4F6+b+CGXnwRPSLeo1wvJiKZLR8pwNCQYp+UFwxYxXMiUw16xoVoT6oaKTr0Vl+Oz\n", "vCq/9DpglqVu1WOD0VIWULdFKldsaQFJWdp+2VIzs9cU1XbWFCLohFdU1pYlJtaqpdJQvgiHA2pE\n", "n65By1WaKcagmYfAUVhTF7Y+Y6tZ2+tR6Wre1XEoDOgrNjipTKq3Bt6ojqNehkvS8P1xiKXU60ib\n", "sLMAD4eE9Ir3wP4yrJ9V1rLPgMeC6oXcl4IDc7oFnlyAJ3NAEG5MQjIJF1ThgbimyVmC++sw1Kth\n", "tX/2u5oQz7Jevxw/CPa52QEsOLoIH83hDkbw3AIvq/ZLsHNx/ieBN/+c/+15EY9l1V46M+Giftja\n", "C7ERWOOVPuvjfrgnCZuW4c/n4cYh+GxWWcAHZuBHF0KgCjMeaMzC4Ais7VU5Y94Ho1mVP/rmJAxe\n", "7INNXoiURBdBEaYbEMnC6w/Do5sg6vlj9m/43/j+NV9lw8JFfGCixKlZeLpHDdlQUM3dSA2WTdE2\n", "xKrqZwwbsOgRAdrBqMuzU3OJ1SzINGCsDn0x8d/3lmHZp5JOpakavMfrzi6aQhclK8LkV4JSQStb\n", "mn5NmZo/WEYLhaclreKBGhyOwqk84Og1wx6habwGTPqlbBYM6LmoH44Ewb8AzYyGspyWJm17G26k\n", "34bqElxZVM3faEOwDKfd2YdsL9QGwEyqxj96DH64Xg35JQ9s+Qq8Ng0/WQsnr4K+FXCy8PsDcKkf\n", "kgvwhyvwtVGXEbYGV/fAhxbhSEzN3TkPfMedHp9Iw1+VUEe7o2zzLJuuiFH2Rrevsp8zXrdK3vYy\n", "tLM5/z9Bal7/8Bz/c4D/8bwc0aq9BDYagz+MaqAqUYaDCbi7F67Nw1QPPJwFmqJ06pR/bjoJn+yF\n", "r5dgsCT+d+96ySqOmCqBfGUUTh6VSHj/AGxNgOGyhfakoN8BXwYaPtjnv5qjlX9i75v7KK3/HW74\n", "0VcZX4R9vRoQS+UVMW/KQ6mlQbPRJngbKr+cqkPfJEQTMO2Fmbqc6JolIAXrT0O5BYG1KlU4tsjk\n", "MgbMWND0Q08J8hE521BbjeCW2y+YrItJdG0bTI+bGTSFAlpyBO0M5QXdzLrTymMODAaVQay0YXMG\n", "DoeFSora0jiuFSBbgP0N2DorqG3VEHvnsajYTJMZWFNVXX/FAxsWYTIEO09BPAJPRODHvdJbDqSg\n", "1hBMNhuFV+QglYRDJWVbRgSuKsB7KvDRjbDhcfhTl0bZDMO9AX46CBhx4IPLUFmW5Od/rWr+AXhe\n", "eoZ9S/BfBkULsuJIQe65Fomfmoeu8HGV1RLyS25nc/6H3N+P0f1gDPf36gf137UNxCDnUi1HA3B9\n", "Br5tw+c8cN8K7HPF3U/YcNISQdxgC04fhGwV5gzYU4fXLUlzd38QGgPwY+CJCbgpA+lemDJFQlbf\n", "CaE+NZdbD8Pl6X/k06+7hYO/9wijj76Wqz6xxFAEPOtgVxlag+AMqFzkIBRPy5YTN9pQLcJgWbTQ\n", "qTlomtITCEVEURGch63AwoAcazEKiYDLW9OCfBrybSF3zAasq8BSGNYZCm6nPOKuDxow0FRJKeYI\n", "gz9pS53MqEEgD/6weiCtEFQdIXcijmgcMkHIxGHcFuKlHYQnDSjPwJoCpOriFqr5NIAWrcG6HMSz\n", "MJOA00kwMrBYgaPA1SuiSjCPQW9dGY9dgYOmNJeHpvQ5WKOQHtHwVt8i3OjW2TfWoNDLGR69aw/l\n", "4bNRlZyawJ2O+PfP2VquYpyFSjtn8xE+eMco3GDq/vl8GfbNP897Vu1FtrM5/2+4vz99xnMWrqLG\n", "+TqgVTvv5oFoL4wn4PKyVME+HoLyFCwWXMfvYrW/NAetIRjzw0QbHjyO0n53O5lNEC9CeAKW8+D3\n", "wdUpWF+AN83AvSHIXAsbl2BdAbZbGzl8wef46PXryaf+jF//2P/FwCIc2SL++fV+qCRgehw2ZATR\n", "rIckuOJ1hHhJZDWJur8MuZq0hPsmxHWfH5dAeSUAP3KgHIWwAaUq9LWgEYaYmz2klsS1f7TfpXwO\n", "wFMe0UTEbNhc0XSxxxTLZ9KWmMqmBdFoW21IxkWGZ9oQ8GtCOG27nP1eOBiHck0w1x4HsgGhgwYR\n", "bUU6Ac0dcEVQ/YdBR9DcuSCUEqJt6F9SPT9TgCfSsDKt3oPVBxFLMweVEkyl4bK0WDmTXpXHDtTg\n", "ijacdvUQckuaWv5+QARzn2/Q1c+twsenBeUsGDDZcoV/jDM+83OxcyB9vDIJf+TAqzo9ggjsC/Pz\n", "e1Ordh7sXGr+dwL/Hn2oP0FYtL8H/uYF7vtvUS+hI4D6u6wuKi+FBeHdZX3P9ocE0/zXIjx5FIV8\n", "ZzbkqvC1U2jRb/PMyKwJB2ZhVwr8AegpwHAdxnvFk5NbUv06Y8KuPKSr/4FHr/kz7nr1D+g98mb+\n", "6iPLZE3V0rP90DvhDlJtEpHafFylkkYAonOQDsNpC7KDirxncnDNQzDfA+0krItDcQmyQe1zfEaT\n", "vKZX1AtpR03agRIseUU25ytp7uF4VJH5gCFYZ6CkMk9fU+iY5Yjq+04NepZhuB88i9IeGAhAuIPo\n", "icjJF+vixRlb1DzD1jKM1WBuULDTZAuWhkWL3R+DTQ1NKDcC4hIKRgT/XKjD2GG4Lg3/6IW7SrCt\n", "DQcuhLEs5PJCFA0G4CcNGBgSZ3+xJKjohcvwaBzmoqLhaOXhSyvwpEsbPVM84/M2gTocaMI1Y/CX\n", "XqltfQP47AwvKitnzAsjZwgU9dvu/lftJbRzcf7bUSft3UjX98NouueFOv/vor6CDfw1mhn48Avc\n", "5qqdk3mBW5bgmEeY7WSTn9+Uc3imFOQZ1lyE5iGwR+CCOoz0wYJb/y4EwLce+sobWRz6DJ9+4zjZ\n", "/vfzznv+lXWzYK/RNvxliZa0IrBcEXxzxQPBJsSyiuyP1WFDU4tKep0i3uGwot9cRAiiSJ8YQL01\n", "RdSHszA1B5cOQCwinQF/GZZcOcQ182DVBOVcisOoR/X9MDAfhWwaSnUwTfj/27vz+Lrv6s7/T+37\n", "YsmyZXl3HGdPyAJJIBATSklJoUDYKWWZmTJlOmV+8OPXoTzaH9MZppQpP1rWzgKUnQbKvgQSErI1\n", "exzbSZx4ly3Li/Z91/39ca5ixXhREsvXlj6vx+M+dO9XX93v+V5J53u+53PO+7QPRkqmeJDi0nDK\n", "Ddm7iEMF5PcyVBKVO/0TMTqxri1mHBQVUTAeg9QnK1jSFesFS2pj4bahguYiesqimqe7jLy+WAx+\n", "0TD7z6d3I3l7uCQT6yaXHODyobjLGCmgfh/LOtlwJTsqWTfEFW3sH6XzCR7PSnVs6YuF5M3TL+IF\n", "XLGY88vZW0pHOa+qYrKTa9ric3lqwTMHsT9ftvTy40X80UDIZdySvfAkTiUzcf6Fwlu8TpR7jjk5\n", "ublbpj2/HzeehPdMnJjBmAtcXRq11z8u5LaDz+2tWgfY2s/afvpLIwd/cUvUiXcspmLgr/3rVX9q\n", "65t+7Ox9r/K79/S7eBP1h7j/RTGNrHGctl521rG0h4PNEWUvKIrZv5uGo768u5QVtVywHSMxeOTB\n", "c6jrJ2+Qoa6YYmY0xkFuX8zLuxjewdbKyG7U5jPSS1E1JXmsPRDiZxMjsfi9ZpTC6lgXeHKQ8n3s\n", "L4v0z+QY9QUhZFZYTPkQuxvpLQkJhup+ag9G1J8piGEog4NMrmJTOY810TRMUS+Z/rgwLsCiDnYs\n", "YrCakkFGerhoJPR3xkTe/9Bg9DIs6eWiMha1sHN5dA8PF3Kglbf1cHc/FbWR7vrGC3jgbhon+exo\n", "LDb/uozPLOTxtsO/w/Pq+XAZ54+xsZHtFVw6zLJSbq3jsu7Q8DmZtPTwd3ncWhsXwttaJOd/ypmJ\n", "8/+fQlZwk1jRW+Xkp2fe67B8RGJ2meDmFjZVhTPbPOBw3vdY5LGmngtq4p/1loOik2eM77ewsJ/V\n", "TZGueWQBiybOM7jmJj+6YYmB5R/17z/zReVD4ah7BmnaSfd5nDcZDU1nHeCptTwywNWPRj6+ZG3c\n", "PdSOM7CQsj7KBilopTQ7VrAWqztoKWVRDUuHoqmstJ0lfbHQu2SQ0q3sW0VjSWjybCsJ3ZuOwtC3\n", "LyojvyAGw7eVhiJojWj8qhjj0smQXRjMj9RM9x6K+kJiureKwVEO9kep68INjJVx7yUxt7hqH1fk\n", "RUpr9+KYv5ufR/2OSPssLWBfDQOtVBxkYSmry2NiV9/e6Flo7WVnL28dZfNCXjLM3j4eLojKqd/r\n", "5e8X0biCa/dROcpTeWwr4/rOUNyEswa4ueaZ4mqrK/j9Ie4qY+1kaA89WBh3Dx2VfGmEHSO8fm3c\n", "1dxyYAZ/LyciExIPSeYhl8zE+X8m+5iiGS+f4fvfIla3juQvHF5Q/qjI+3/rGO/xsWnPf5N9JJ4f\n", "WXGt1hnuvraODy/gjwei+ue/L+XLzZ6u+W5vi4dq3nv+d33vFTfY/oEHrb3vWv/1J51etod/qoju\n", "2dayiIgnnqB5ZQiplZezvJctg5S3k7cUI7Fw3FDM9gnKhtmwOKQiFu+hsJShnezPcG4+WxfzRD4F\n", "g7FWkCcWo3dVhkxxbQEVA6Ftf2iQkcHohm3tYfIAD13Ek4tD+qC4n2u72b4qmq8qRljZys6SWMco\n", "L2N5C00H2V8XomtdVaHwufU66g5RvT1m4fYXRqXS7uKYwXtlB/uq4iJTNhilthN51I1zTi/Nxfz0\n", "MgZ7I9If2MWuzdFRvO0CKpdza32Mh1y8m5FDPHg1uwq5soSX91I3EReR79TSOy1dMzXZbPqd+6ER\n", "HioJraG2/LjraTzIt2uiI7d5hI8X8o7B+N3/9VK+1uz4ZZyJU896z1JnLe/Eu8wq78a/wyscfUEp\n", "I/c2zjWyao4yZlzF8crVfHv0sEDXN8v5wwOOqM74HitfrvwLFUbP/bwb/vZD/ng3t13OC/aHGNyO\n", "Qr7XSdN+dtXz9ku5ujQc8o5+njjAQyu59nwuL2TrmpBYmBxk6RYeH+SBYnp3kN/H+zczXMajL4hz\n", "Gh9j4ELOK42JYOcOZ6eMFXN+PauGQ3m0uYynhql8kv1tDNVT38jAxaydiLuMcwpjilndUKhnDnZF\n", "v0LbbspL4g6oeDcWsmyArWezsi8+k+0ZRka4up32cmr2se0g1WUsHOaJUgrr2F0XP9syEesSFdVx\n", "FzPYxZWPhD7/xkm++DD/qZZFlaypo7eYiToqD4RY32u6+Yd61q2lYYCXH+QXC/j4Nkr38K5q1kxw\n", "VwFf3k/XdH2dIq5fytWFbFoQ5a8v6OShCX6yj9cs5ztDh8eC/q8K3tfq8JCgxOnJCX1nLvX8r8eH\n", "ca003/NUUcC1TbysNJS6f9nDlkMn/rHB0RjOUZ+9WOzNd0SbfoYbM3yuVeanr/d/PnCn7kq2LqT9\n", "gSgnHe3myVZam9mdwT52VrCwiRX9XHoo+gcaD9Jew/al0eg00BDlj9tX09ZOw0YGn2Lzk/ywIaLt\n", "1t1UlLBijPKi0PUpWcKBdYwfpGyc9jIKqliYlThoKqRgBUONVB/kHfvYk6FrNWPjFI/FHcroSDRz\n", "9RSji/IDbC6Juv6iUpYUkreAl3ZHJc/9VdQMRU1/UUcs5G5aHgJnq4d5MMMFY+gI+erWPM7qZdGO\n", "mLNcW0FdbzSgjYrFaWOxPrMAl/fzcA3dhaE+Wp4f/8a1PeRt5a4lUTz32H72PBHrHx/sizuf7lG/\n", "/b82xs17uLlI3NXn8YN8T0sxdI+FMuil2Ui/OU+a4T0nyKXz/6yIQKcWfu/F+3Nnznzggjo+UMTr\n", "s1HbJ2r5yNRs5uNwTzufXsr68hgn+O0eWVXHTAjYfA6X5PGGZYYe5ZuNkRPf1ElLh3A4Gb9VRrr5\n", "Kc7G5aMxA7h3CH1c9FgUmI3l01VE6Ujo7l9UzugiMucwWcyOQ9SX845s+unOhZEKGlrC8gUUNEep\n", "47KBiJInM7QtIr+ahiEau1g7GGqmnqKsm52jtDaEYmfJDhZ0RLXLjvyoNrqolOswPMB9zVTup2MZ\n", "eyqj6ap2DBVUjYbdK3fRUUzTXkpWceGFoct//yIWb2NxV1QMdYzx5p2REnqsnrUdPLYg1idkouP2\n", "/Fo6Grl8ktYCmpeig1+WcuU+Hu1nUxdbO3m8I6ZqEb/fo/R1HWbSMRdc7zrIJ5ZydVGkhb7TKQVr\n", "c4ITpVSqxT/3jiO2XywWgGeblPY5qVy7nC+Jjl34URnvbqO7dwY/XOhwumgIxrkxn8+N8J2tfPSS\n", "35b5PRF5WMALmuJPraWLsgresoqyBvLOifm+I0WMLWfNHjr7GBqhvYUdQyxo4JU7o/v33mp2DrNu\n", "nJ4Xs7aYoTEWjLGxhhXjobHTs4CVQiBt/xht1dFZu7YkpB/uWMx4a8hBXLKXnt5QLM1bwHXF5Fcx\n", "3M/QdvYUcFY3+xtYvIrhPnbXcF4zywcZzefmxdQeYHklpWWh919cHT0D+7rIOxRyya94IC4y/6WO\n", "l1aHhv/gEA8sitm8zYvJOzuqihYdZF+GuwZirsHqMTYN8NBBJz8yn/rdT0qO/0zheaV93oy/FyUQ\n", "RaIJ64Hs976KS0+CgYlTyv4B7qiLIS2DeKAgbutnxHj2IRM1mp+b4PJ/ceGfvcW7HuUXDdy2z9F7\n", "AvJYVsOFtVEWeU+7iDSzF5KCPBqrIpd+cILv9URKZU0zS4vJXxRTvxoH6aznvL08UMUrC+i+IBZM\n", "m1pYV8wP68gfi0b0vv6YFNZZG4JsjR0crKC7LiqdBvNDVnlzIT21kfYpn+Tc5hijODzB+C6Gh6KT\n", "dyzbVduToaqGyQaKu7i9ibwd7OvAAPk10Xz1m/yYtLVkiKvy6V0Yw20qBxkdjSi/dD+9g9xZxIMF\n", "7BukZj9/eognKhleyjkLubOYxfm8pCN0jeraYzjKY8PcfpDb881eOubp331i7nA85/9RXC7GHL0I\n", "XxNVOt8/BXYlZoWt3XymmDsqI6V79yHPsmwvE/0YnxvkpvX+4nUP+3hnfOesUvbUxHQweZ6R4mmq\n", "5YMNvHmQn1ZT08jPd2CY15zDO2uitv1XZ8Vg+KJd9Hby149zSS0LXhTaQLeXRrPWniYueISlE9w3\n", "Hnr/T1axuTwGopS0MlQe8hA/KaOqOLp8ty5i5x4u28V9l8cFomSS6iepGGJfLW8ZY10f36yPvP7g\n", "Es7dwj0XU7aQzCBN2IbHFnHhJs7u5cHuEFt7W3GUje5exFMT0XR2di9b6xkoZbCO7t0kdQ6oAAAZ\n", "5ElEQVQYjaawycJQOt12H7vaUMAF6/heNatLeeEQbaOcXRFppcKxkJXevYgvt3Fvm6wA0vP720jM\n", "N47n/AuE4yci/pfjpyLxmTgzmczqt2cHksy8WW96bh9vqLLuKa6pPbzHqgmqGrixNqSMH+hmZ0f8\n", "6AW10c15ay1rFvDOIlat4jfDXFrMFUMhnXxZdmrWoWLe18mtJfz8cV6eoescLhNibX2L6FxCyURo\n", "17cMhg5+Zy037Odd+/liMXvKKKzk6kGWd4ctv1rG5nx+54EYzp6pjuqemkEO4p4mHs9QuJOhOup7\n", "WVgVg1hGi0OIbFcVRihr5Y0tMaFqcRdPLYnu4vMmoh+hrp4DxTTm0zZB0x7uLqa9mqoOlo+zp56B\n", "HfSNIp9r1nHNUjJN7F/AQ0+wa4I1eaH4+VhfpIIOjfGlA1LVTeI5cjw9jV4xq3eK/eIC8Foh+ZA4\n", "czmR6uIzyEb7m4TC2qV53MvWYe7OSiQP4p9quKCcD03wtnz+oIm6mniH0XG2FIXefEklXfXRK3hB\n", "Jd1Z4bHdZRGZb1zE/jx2F0Y5pWFa+nnZQa7fxhWPMLmPpzIxl/a8B2P04lOHYuRkQ7Zx6F172DJK\n", "y2g45pe1c11HlJl2t7C/Je6ABnuixn7XEOP38ou7GXmA2mZGWti9l7F2lu+loCekpmuaY55B3Th3\n", "VMdxNpVTs5DfGeE/tLGqJpx+5QSZJSxZEnadfz+X7+DccV7YwSt6uKKSC9dRXsPvL+Ev23n7kxR2\n", "cueCaHy7dYj7yqL79nLsnvTcmi3zWFbL1Y3xNa2pzVeOF/m/329fHHrxe2I9IDHHOTLaD6f/NIN8\n", "cT+bF8XLTX38WTmty6JTdH0hd+fTuZE72vnUWVywkvP7WNjHqkruHWZTL901nLUiOkjL+8lbxEcm\n", "uG1XvPe2Azy0ICaIFXazYktE/INDsSjbeYD7D/Hynhju8uMyNlfTORwjEB+oZ+0AB4p4YixSQGdn\n", "eKCFDauiY3j1IfYW8tCdlNRTUsRoL28ciYtYySj3doQsxo4M3f0xWvJXk1w2Sccarurk0bNCgvpQ\n", "OZNFXLOFPdUMr2Wog/pWMrWh6nnuQMwVriqO1NhEZQyQL89w4QijW7llMX+f4eBuXnuQ7QUxInP9\n", "YMg1PFslzHMW8cFqLh6LLu8vlMbdYGK+cTzn/+gxto/iG7NgS+I0Yiq3L37X78476tpAVx8/mWoY\n", "qmLvFfzb3pBEHi3lgiIeLMUQt+ynbB+LCnhVF3tKYijKPbu4OI+L2rmqP/4kHynnnqn1iKKowrlj\n", "OOSQLxzhX4d4TSf/vo99+WwspaU5qn0W1jFaTl8NL+2gvoTfNLG5hrIuRvt40+6YG1y0mIM91PeH\n", "4y0ZxSj3bM+eUxHDiygrZ/Ekk4/TWs/1g7y2l9sq+EZ/dCDfuIXBdaxup3UhraNRK9E0FFO/NraH\n", "ZELXCG2t5K0OO0vyGS2hfISzzuJni2LblX3cWcqBx9iyi1eu4D3dhyu1vlceWkXHLeE8kkKuq45O\n", "bbhqlM2VbCySOnbnHTOp879RqG4u9sxhLtWzZVQid5wg2j8e/WwY5KellGRCUXJdn6f/ZiYLYyrY\n", "SAFfWshkG0P7MR7plBeM8zvZMsKthVGJo5I3L4pG8MJevlTN33VjD10N3Fse82t/1Ioxtnfw6X6W\n", "1PP2St4i5tqes5FPL2NbOy/G2/vD3k8UYUkMpakfjwatX9TTNpVHH8vON9gnSh3zuPp88iu5pZjF\n", "rby2iB83hPpoW3by2A60t7OpkaY61vTRsIdvjXPBfg70s2Qvj68Jlc7SNlaW86pJntjGL1fwtTE6\n", "9rGlOUx5sJvvNvLOQXry+UVezDN4thxZzj+RJw1RmZfMxPl/Uujub5llWxI5ZmbR/vF+fN/2cHhX\n", "D7Mmwz9mhLcp5LXV0cl6fgkDhXyulEfakceGET62mIdLY2D6Lxfwf4su37NLWL+HHUW8ZpjtpTzc\n", "dpypUSPR3JQp4+IOdhXR2cibe+Mi07qMLyygKo8tC6laFembnjyeHOXCMm4/2vllu5snD3BeCS8a\n", "jQHrH1jDijLOz4upYdsLGB/g7X3ULYw01mg35/XF2sC3douyyVIuGI0LVE8Jb+iNi2ZhLy9+lD8b\n", "ZsuBw+fW3cvn87mjlqEJ7mgxY3kORAFHATf38ukaLhqPEtffdEtlnPOSmTj/A5Ljn9M8j2j/CLZ3\n", "8s0JHqnm0CgbO0QJYimXZnhXK3eWhX5MaSHGuWRxaM9Uj8Tkr7tH+IeDvHmYr2Okns83htJlSQFN\n", "ozzcLi5MR5Y3FiA/8vH/2sPXa0NYrWyUil4uGeThfdx0Lq/spi4TjVgt5azq4LxxflN0/HO8v5Mv\n", "LGV3Bc2FcVPw8ce5vYG9NQzWc8MOOgtoaOf3u9jSzYv6+ZflvGKC9oFIA3VtpXYhjQUMNsSIyItG\n", "2VbA2KjfishbuuPxrCnlxqWcn8/ODH/dG5VGLSN0pelZ85SZOP+H8M/4ocORRkaq958TPM9o/yhv\n", "d1QHNR4joTvzozHpvuJsc1kxr63i/8o6oOsHePcKLt8br188FIrihU28qp07CmJRt7eRO3ahgisq\n", "omKoL8Or6uI6tmGM2x6jaCVlizi7mnN7uXCMzeNUtPHqZgrrWTVGW01E6ANF0WV8XEa4aQ83lSKf\n", "Px7nnAnOOcCONv7kQirGWdlFSXnoF/UU8vk1MUP3slKaF0SJ6aZtfCafpQviOnZdL33F/GCM7SdL\n", "Nj2PVy/hb0djvaAjj4JKvrZbivjnNTNx/jXCIfzuEduT8z+DOXnR/owY52utDCxhSV5U3Ny2HwXP\n", "XDpaOhmDVX5Zxvv7qZ1kdwdK+U4RK/JZU0t1PRWdfGAxrxmNdNH9jfzl9qg0+lUJbQvo6Wd9Pv1j\n", "oenz53h0kKaOkIB4cJBMH12j7D3E9iIOzCSyHvd0lc2txXyijkvG2VjI5k2cWxER/MER/jGf1mHW\n", "DPLqPC6p4qWTdKxg5yG2D0Yj2+KD3FzIA+2iqu54TVuVoTH0dOR+vJx9Po2FnJVN9tdnshXcBZLz\n", "n9fMxPm/e7aNSJxaTnK0P1MG+Zddonx4ah5wAXeO84JSzhvlR+U82cynREPYeIbbdnLVMi5dyBu7\n", "2VTCuZN0n8X7D8UFo6cgZt4+XsLaIa4ZoaqWV4/x0W4Gu/lVGX9Xyj3NMZjmv1VFrf0/T9DezYJJ\n", "7t7nWTdN7WznI8M0FUWFjwE+W8ZDNaH9v6ElznfhJRTXUtPL4nGWDXN5HQvzDkflTxTy4Vp+fpwL\n", "0Np6/k09V4yzpYDP9/LU8SaxTbB7NO62rhoNTf7HJyXHP++ZifP/yhGvp6KM955kWxKzzCmO9o/G\n", "pGcqe07wk5bocl1UHOMF92c7cae6g2FDKQ/XRzXN+BA3dMVglykaJngwP25SCRmIzsGo1Se06Afz\n", "GGrgTfksHeZbGbo6ObDf4Yvf8SLoMk8POf8tx9lPaxFLl7JgebzvvQcPv9+yWirKaFvGzUO0d1G/\n", "h4kCzskcLt88f5yVJY4dlRfw4gX85+xdx+9gZzVPdTpuqeZt+/noEs4qj5z/r2dD/C1xhjET5/8z\n", "h/8pyvB6Mx8BlThNyFG0PxPGjtFkNM0Rd/ZRdJA39bEQXy6P2QCfqeCGUQ7k86N9rMznrnI2j/Dk\n", "AX7RFJpDj9fSu5Q35nPxBKNtETl/LN+MlEgvaeRNVXHtvGOSb+3zTHXLAq69nPeVxUziW5fwjW3s\n", "aUEhv9vAf93FdzIsKInouwNbRlh4Vgijrmlj1QjN447rmAuP1pF7oi7dUW5rZlMd19XzJ0t4dIh7\n", "9x//WIm5zEyc//eOeP0t3DMLtiRmgdMg2j8ZDPKVg2xbGOX2G/tpOcQnS/lFOR0TMef2IcIRZtNK\n", "t+1jdwMvWcKaVi6uIr+CJ+tpfCpKNLcfeaxCLlhAfRGb+2JQ/FurD0fbLyxiXwN37M8eawwLeF0l\n", "b+uIfVYWs3E5e1pRQGOGpgxvb+auKrZV8rNe/qaKdc1sbeTXK3m4lTt2OvYdyAT39vCFWq4eYUMR\n", "dw+YWclnGe9t4P/tizuhm8rorp/ZMJ/EXOS5DHNZJxxK4jTnNI72ny0lNJSwfYCHsqMSV9Swuprh\n", "cTYfa4F0PNJHb61gcSE7z+atPfFnv2E5W588Yv8Crl/Gn+bTNMHPmvhUH4umparOGWNsMe8tDRmG\n", "+wZ5fMwzHHbBZIiwyWCMR8a5s4SXjUQn7/4+rszjVcOR6rmqmR9X8M12J9TL39LG34yyvJTm3phB\n", "PCMK465nahzjK4b5Snmq4p6/zMT5T68myAjpwz+fNYsSz5s5Eu1PUcwfLeffTFCc4XtVfLmPP6ni\n", "TUPsK+Xzy6L88qh58jFuH+ZlC1nZww+qooN3spPlE7QQOfaieLy6iBuyi74rxvl1BXdkO9o7K3mg\n", "geVj/FU7KydinvGHB7hlgCU1NI1zcwX3bPa0curN++hZHCMkDw1yf1vcXewqZVXW5rFMjIE8IVPl\n", "tM/2cxyPAfeD4gJwZ0kMsE/MV07k/PNwvlBzTJwBzKFoP8uyct6Qiah5ikeW8+/2ZcsWJ9hezk0l\n", "ju78M5Hbbi3kD6s4aw+v66WjkB+Mo4y3N3FOHveWsjOfuybYWctwAf0D/LSDsUtZXc/yDE1j/HoJ\n", "r27lqhHOK+DnG2lZRmERW7YyND2dMhYdydN5vCu6mn+1mkwedxyk61jrD0XiAjXmuefoh/inNg4s\n", "ZEGGh0bY0PEc3ysxB5jpgu9Fs21I4vkxx6L9afRlnqlHM5rH6ATd+dRnHWHP1HyCYzFB817unGRF\n", "CY+W8ONJNnTxB8v45EiUjLYM8Z511Cxm/RBbCzhnnIpFvLKNG9rZV8QjK1lcHhLLAxn2dGEomrZm\n", "TBEvG+PVu2IdY10Bn62J+bvTWVbLaxpYKtJH3291zHm7J6K1K+6a5IkLZdL0mcecyPln8IiY5PXA\n", "CfZN5Ii5F+1Pp2eAb9ShjKoM38nnnh18qoHrMjFQ/ruDTnzOE9zVEtVA8g7v31QQjh+WZWjso3eS\n", "XcOsGebiST7W6OlSykuHubWHLWXsKmdPG9tP1BV8FGqLeNl45N6n7PhB+RHOv4Q3NvDxgUjVbCii\n", "uzEqd54zqb4/gZlF/lfhD9HscANMRgxxT+SQuRvtP4NxfrKXDZXxsmUQo3xxiG+X0D0p/i5nEsVO\n", "eqb+fR5PTWuAeqKQ5gz1pfQVsb2QhYOhBrqhgsm6WPzt6uHxg9zc4jlH4d0ToV46xaYiDvYdsVM5\n", "I3Vxnpf1cekYNeUSiZPATKb4rDrG9t0nz4xjcsIJ9POVI6L9v5pb0f4ppZjrlrCsiN0TDJTw5oVc\n", "k6G5hK8Mcssj1BXHWMaCYvK6ebLbc9PAnzZC87xFvKqGKvxmhLtaHY7MS3nLaq5czEtHeSTDaCdf\n", "7eOh1GeTOBEn9J2nu2NNzv8Ijoj23zNHo/1ckI8i/nIF78+OTMzP41sF/PNWz78ZKp+LFnNpRawT\n", "3H6Qzn5PzwlwhIrnFYv4VAXjeTQ30F7B1w7y2JMnwZbE3OeEvvN4M3wTpxlHn6WbOElkpSfa0TjJ\n", "6wZ4yQDjo54pSfEcOW8hf17BVwf5n8O8owklwumPOGba6rph3rOXZXvobJUcf+Ik8VyavBKnmHmS\n", "2z8dGONH7SxoYF2Gh/O4vdVJqYpZXcH12dRcfYYrJ/lskWOuGTzUy1drorppDD+cpDXV5SfmDfO+\n", "FC3DjRn2Z/gfmdBWSsw+pagUkflJ4oom7lhNpikef7HOiX+fJVy0MJQ8FZ88WxLzgBP6ztM9nz5v\n", "c/4ptz/nKOL6pVxdSFceP+2MmcOJxKxwxvvOeRn5p2h/zpIv7iZSFJ+YbU573/khsZhWd4zvn/Yn\n", "cDLJ0JDhnzM8meHqXNuTSCTOWE5r37kcN2OX5PxTtJ9IJE4mp7Xv/K7oEp7Xzj9F+4lEYhY4oe/M\n", "VZ3/HwhN2k05Ov5pQarbTyQSc5FbsPkoj9fiPlRn99uF+mO8x5yM/FO0n0gkZpkT+s7ZbPJ65TG2\n", "X4jV2Jh9vQwPC+XQo42U+9i057/JPs5Y5rYCZyKRyBHrs48zinmR80/RfiKROIWctjn/6cwZB38s\n", "Um4/kUgknh1n9IUhRfuJRCJHnNG+kzP4BFLdfiKRyCFnrO+c4ow7gRTtJxKJ04AzznceyRl1Aina\n", "TyQSpwlnlO88GmfECaRoP5FInGacEb7zeJz2J5Ci/UQicRpy2vvOE3HankCK9hOJxGnMaes7Z8pp\n", "eQIp2k8kEqc5p6XvfDacVieQov1EInGGcFr5zufCaXMCKdpPJBJnEKeN73yu5PwEUrSfSCTOQHLu\n", "O58vOT2BFO0nEokzlOT8n+NBU7SfSCTOZJLzfw4HTNF+IpE400nO/1kcKEX7iURirpDTSV5nGlcI\n", "vf00XSuRSCRyzBl/65JIJBI54IyY5JVIJBKJU0xy/olEIjEPSc4/kUgk5iHJ+ScSicQ8JDn/RCKR\n", "mIck559IJBLzkOT8E4lEYh6SnH8ikUjMQ5LzTyQSiXlIcv6JRCIxD0nOP5FIJOYhyfknEonEPCSX\n", "zv8/Ygsew9/m0I5EIpFInCJejltQlH3dcIz95rqq5/pcGzDLrM+1AbPM+lwbMIusz7UBs8z6XBsw\n", "y5y2qp5/gr/BWPZ1W47syDXrc23ALLM+1wbMMutzbcAssj7XBswy63NtQK7JlfM/Gy/DffiNGKSS\n", "SCQSiVPEbE7yugWNR9n+0exxF+AqvBA3Yc0s2pJIJBKJaeTl6Li/wCdwR/b1dlyJjiP2246zTqFd\n", "iUQiMRfYgbW5NuJovA//Jft8nZidm0gkEok5ThG+js14WFp8SSQSiUQikUgkEsyPhrAPYRJ1uTbk\n", "JPM/xO9uI76Pmtyac1K4Hk9iG/48x7acbJbjdjwu/t/+LLfmzBoF2ICf5NqQWaAW3xP/d0+Iwpoz\n", "kpk2hJ3JLMfN2GXuOf9XOlxS/Ins40ymQBQirBJ/k4/ivFwadJJpxAuyzyvxlLl1flN8EN/Ej3Nt\n", "yCzwVbw3+7zQGRxw3YTrcm3ELPNdXGxuOv/pvB7fyLURz5OrxYV6iv+cfcxVfohX5NqIk8wy3CoC\n", "y7kW+ddg50x2PBOE3eZ6Q9gfoAWbcm3IKeC9+HmujXieLMXeaa9bstvmIqtwKe7PsR0nm0/jwyLN\n", "OtdYLRQTvoJH8L9RfrQdZ7PJ69kw1xvCjnd+H8HvTtuWq96L58Oxzu8vHI6sPopRfOtUGTVLzHW9\n", "qSkqRd74A+jPsS0nk9/HIZHvX59bU2aFQlyGP8WD+HtxZ/pXuTTqufILXDvt9XbU58iWk82FOCjS\n", "PbuE1tFuLMqhTbPBu3EPSnNsx8ngKs9M+3zE3Fv0LcIv8Z9ybcgs8N/Fndsu7McAvpZTi04ujeLc\n", "prgGP82RLc+b+dQQNhdz/teLypGFuTbkJFEouidXodjcW/DNE87w07k25BRwrbmX84c7ha+EjzmD\n", "KyTnU0PYTnPP+W9Ds7jN3oAv5Nack8LviSqY7SLyn0tcI3Lhjzr8O7s+pxbNHteam9U+l4iUz1wq\n", "r04kEolEIpFIJBKJRCKRSCQSiUQikUgkEolEIpFIJBKJRCKRSCQSueOfcOMJ9tnt2fVDvBuffW7m\n", "PGuOd6x7TtIxVom+l5nyM1SfpGMn5gini7ZPIjFFxon1czKenQbSqdTjOd6xXnLKrHgmN+TouInT\n", "mDNB1TMxN/lLMRDlLiH29qFp35ty7K8QyoSb8CUhpzDF/5Pdfj/Oym57jVB/fUSIzZ1II6lSqB9u\n", "Et2Qr89uf1t222bPnD/Qj0+KISe3CJ2fO4Tcw2um7Tc1EGWrZwpqTQmkrRcKtd8VAzemy1xfnv3e\n", "Q0JDqHHa9o2i8/b9xzifJaK1f0PW9qmLzW6H75SO97knEonErPJC4aCKhQPeKoZrEM74DUIEbg/W\n", "Zrd/VShMEhpIU7IK73RYn6V22jH+Lf4u+/zdjp6K+Vv8f9Ne16JJyFHUi8Etvxay24Tswauyz7+P\n", "X2X3uTh7PlPHahVKtKXCCV+W/V5f9ut6dGePlYd/FY66KPt8SrjwLeKiR1yMrsk+/6Sjp30+KJRU\n", "icCuMvt8SjPqeJ97Yp6R0j6JXPASMSRkNPs4UlwrD+cIp7U9u+2r+A/4h+zrb2e/fsdhEbLlQvK7\n", "UTi4Ew21eIVwsFN0C72X29GR3fZNMU/iR1lbf5ndvhnDmBB3Aqumvc+v0JV9/n28VNyNTOcBcZEg\n", "ovlV6MEFYtAIcWFpFdosNbg7u/3rQl/oSB7El8VF5IfiTmGKPEf/3M9ECfHESSClfRK54Mic/dEc\n", "0JG587yjbDty38/iMyISfx/KZmDLkcc+mm1T7z82bfukcKBTz48VSOU5+tCQkWnPJ6b9/ONigMql\n", "4jyuP4qNx3LYd4kLzT6xcP7OI74/k889MU9Izj+RC+4ROfISkX44ckEyI1QzVzmcz3+nyK8TTmsq\n", "Yn+LSJUQFS1T0fS7Z2DHLeJuYopaEZFf63Da563TjjtTXinSPmUiZTSTKp+pc25weOB2Ec4XdyTd\n", "Dufw33GM91ghpjj9H5EuuvSI9z/a5z5fhtMkjiClfRK54CEhpbtJDLPZLFIe0xnBe8SiaKFwyv+Y\n", "/V5GONeNIvXytuz2j2X378JtWDlt/6M5uf+Gz2ePP5H9+R+KyUe3i4vMTx1OSx35HpmjPM9kbf0X\n", "MSv26w6nfI62/3TG8EZx91KTPe9P4wnxWXw5+3O/OsbPrxfjCcfE+sIfHfH9mXzuiUQiMatUZL+W\n", "i1z1C3Joy3wife4JpMg/kTv+l0hplIr89KM5tWb+kD73RCKRSCQSiUQikUgkEolEIpFIJBKJRCKR\n", "SCQSiUQikUgkEolE4vTm/wf5OZQfkk3MgwAAAABJRU5ErkJggg==\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plt.scatter(maxcomb_global, peekrun1, alpha=0.1)\n", "plt.plot([-5,5],[-5,5], c='r')\n", "plt.xlabel('global combined sig')\n", "plt.ylabel('run2 sig (from max run1)')" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(6274,)\n" ] }, { "data": { "text/plain": [ "0.048200373784184992" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAXUAAAEPCAYAAAC9RFRvAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAFvBJREFUeJzt3X2QXWV9wPHvkt0UEAgGNe92I4KaOviCjdBSWauGlFGC\n", "tZXY2gZ1Om3RCtPWvDkt60xrYzqtji+0U19oqjUVkTKhtpHAsJbRSrQkBggrCQZlkSxWhaCOhcD2\n", "j+e5vSc3d/ec3T1nz93nfj8zJ/e5z33OOc/Z3Pu7z33OOc8DkiRJkiRJkiRJkiRJkiRJs8KVwF3A\n", "3TENMB/YBdwH3Aycnim/CTgADAOrZq6akqQ8LyYE9BOBOYRAfiawFVgfy2wAtsT0CmAv0Af0AweB\n", "E2auupLU3fIC7guBO4CfAU8BXwbeBFwCbItltgGXxvQaYDvwJPAAIaivLLXGkqRx5QX1u4FfIXS3\n", "nAxcDCwFFgCjscxofA6wGBjJrD8CLCmrspKkifXmvD4MfIDQb/4TQtfKUy1lxuIynolekySVKC+o\n", "A3wqLgB/SWh9jwILgcPAIuCR+PpDwLLMuktjXquDhL55SVJx9wPPn+5GnhMfnwvcC8wjnCjdEPM3\n", "cvyJ0rnA8liBnjbbTL31Plh3BSo2WHcFKjZYdwUqNFh3BSo2WHcFKpYbO4u01K8HziCc/LwCeIwQ\n", "xK8D3kE4IfrmWHZ/zN8PHI3lUw/gktQxigT1V7XJ+yHw2nHKvz8ukqQZ5jXk1RiquwIVG6q7AhUb\n", "qrsCFRqquwIVG6q7At3KLhlJmrzc2GlLXZISYlCXpIQY1CUpIQZ1SUqIQV2SEmJQl6SEGNQlKSEG\n", "dUlKiEFdkhJiUJekhBjUJSkhBnVJSohBXZISYlBXonqP0Jw/d4Kl90htVZRqsgm4B7gL+Czwc8B8\n", "YBdwH2FS6tNbyh8gTFq9apxtOvSuqjYGYwUW34uaVab9fu0Hvk0I5ACfA9YR5ihdH/M2cPwcpX1x\n", "3YO0/zXgB0lVM6grRdMeT/0IYW7SkwlT350MfA+4BNgWy2wDLo3pNcD2uM4DhKC+cpKVliRNUV5Q\n", "/yHwN8B3CcH8UUK3ywJgNJYZjc8BFgMjmfVHgCVlVVaSNLG8iafPBK4idKU8BnweeGtLmbyfsOO9\n", "NphJD+HcgpLUaiAuheUF9VcAXwV+EJ/fAJwPHAYWxsdFwCPx9YeAZZn1l8a8dgYnU1FJ6kJDHNvg\n", "vTpvhbzul2HgPOAkoAd4LbAfuIlwwpT4eGNM7wDWAnOB5cBZwO4iNZckzYz1NC9p3Ea4smU+cAvt\n", "L2ncTDhBOgxcNM42veJAVfPqF6Uo9/3aMxO1aGOsxn2rO4wVi9c9//+PNAvkxk7vKJWkhBjUJSkh\n", "BnVJSohBXbNM0YG6Cm+P/G056JdmD0+UaraZxAnQssp5MlUdwxOlktRNDOqSlBCDuiQlxKAuSQkx\n", "qEtSQgzqkpQQg7okJcSgLkkJMahLUkIM6pKUEIO6JCWkSFB/AbAnszwGvJsw+9Eu2s9+tAk4QJj9\n", "aFWJ9ZUklegE4GHC5NJbCVPdAWwAtsT0CmAvYdq7fsLUdq1fHk4hpqmaxDR1ZZXz/aqOUfp7cRVw\n", "e0wPAwtiemF8DqGVviGzzk7C5NWVVkxdw6Cubpb7Xpxsn/paYHtMLwBGY3qUZoBfDIxk1hkBlkxy\n", "P5KkKeidRNm5wBs4thXekNeaaffaYCY9FBdJUtNAXCqxhtCV0jBM6HYBWESz+2VjXBp2Aq9s2ZY/\n", "ZzVVdr+om5Xa/fIWml0vADuAdTG9Drgxk7+W0LJfDpwF7J7EfiRJFXsG8D/AqZm8+cAttL+kcTPh\n", "qpdh4KI227Plo6mypa5ulvtedI5SzTZjxWKsc5QqSbmx0ztKJSkhBnVJSohBXZISYlCXpIQY1CUp\n", "IQZ1SUqIQV2SEmJQl6SEGNQlKSEGdUlKiEFdkhJiUJekhBjUJSkhBnVJSohBXcrVC80pGydYeo/U\n", "VUOpwfHUNdvUNJ560W35vlalShtP/XTgeuBeYD9hztH5wC7az3y0CThAmPlo1aSqLEmq3Dbg7THd\n", "C8wDtgLrY94GYEtMrwD2An1AP2Fau9YvD6cH01TVNJ1d0W1JlSrlPTYP+Hab/GFgQUwvjM8htNI3\n", "ZMrtBM6romLqSgZ1dbPc91iR7pflwPeBa4E7gY8TJqJeAIzGMqM0A/xiYCSz/giwpFh9JUnT0Vuw\n", "zMuBdwFfBz4EbGwpk9dKaffaYCY9FBdJUtNAXEq1EDiUeX4B8EXCSdOFMW8Rze6XjRwb9HcSTqxm\n", "+TNVU2X3i7pZKd0vh4EHgbPj89cC9wA3Aeti3jrgxpjeAawF5hK6bs4CdheusiSpci8hdL18E7iB\n", "cPJ0PnAL7S9p3Ey46mUYuKjN9mzRaKpsqaub5b7HvPlIs81YsdjpzUdKUm7sdJgASUqIQV2SEmJQ\n", "l6SEGNQlKSEGdUlKiEFdkhJiUFcH6T1Cc8iJ8RZJE/A6dXWSAtegl3n9edFyXqeujuF16pLUTQzq\n", "kpQQg7okJcSgLkkJMahLUkIM6pKUEIO6JCWkaFB/ANgH7KE5i9F8YBftJ8nYBBwgTJKxqoyKSpLK\n", "c4gQxLO2AutjegOwJaZXAHuBPqCfMANS65eHdwaqnRme0ajsmY968+6GjUvvkVr+ukpBabHzEHBG\n", "S94wsCCmF9KceHoTIcg37ATOq6piSsosD+pOe6fK5b53ina/jBHmI/0G8HsxbwEwGtOjNAP8YmAk\n", "s+4IsKTgfiRJ09BbsNwvAw8Dzyb0ow+3vJ7X+rBlIkkzoGhQfzg+fh/4V2AloXW+EDgMLAIeiWUe\n", "ApZl1l0a81oNZtJDcZEkNQ3EpVQnA6fG9DOArxCuaNlKs+98I8efKJ0LLAfu5/hRxWy5qx371KWJ\n", "lfLeWU4I0nuBuwknQiFcDXML7S9p3Ey46mUYuKiqiik5BnVpYrnvHcdTVycZy3/Pdvp46kXL+f7X\n", "lOTGTu8olaSEGNQlKSEGdUlKiEFdkhJiUJekhBjUJSkhBnVJSohBXZISYlCXpIQY1CUpIQZ1SUqI\n", "QV2SEmJQl6SEGNSlGdcLODm1qlF05iNJpTlKgeF+T80pILVlS12SElI0qM8B9gA3xefzCRNQt5v1\n", "aBNwgDDr0apyqilJKqJoUL8S2E/zN+NGQlA/G7g1PocwP+ll8XE1cM0k9iFJmqYiAXcpcDHwCZrT\n", "KF0CbIvpbcClMb0G2A48CTxAmKd0ZUl1lSTlKBLUPwi8B3g6k7cAGI3p0fgcYDEwkik3AiyZZh0l\n", "SQXlBfXXA48Q+tPHm+w0b3Z0Z06XpBmSd0njLxG6Wi4GTgROAz5NaJ0vBA4DiwiBH+AhYFlm/aUx\n", "r53BTHooLpKkpoG4VOJCmle/bAU2xPRGYEtMrwD2AnOB5cD9tG/h23pXO2MwlrMUKVN2ubr2KR0n\n", "930x2ZuPGhvcAlwHvINwQvTNMX9/zN9PuMPiiiKVkCSVY7x+8qqN1bhvda6xAndaUqydUGa5uvbp\n", "Z0THyY2dXkMuSQkxqEtSQgzqkpQQg7okJcSgLkkJMahLUkIM6pKUEIO6ZkDvEXKnb/MmNakMTmen\n", "GXD01OI35UiaDlvqkpQQg7okJcSgLkkJMahLUkIM6pKUEIO6JCXEoC5JCckL6icCdxCmqNsP/FXM\n", "nw/sAu4DbgZOz6yzCTgADAOryqysJGn6To6PvcDXgAsIc5Suj/kbOH6O0j6gHzhI+y8O7x7sLgnM\n", "FzrT++wtcgfuWLxbV90jN3YW6X75aXycC8wBfgRcAmyL+duAS2N6DbAdeJIwd+lBYGXh6kqKjlJs\n", "ZIWjp9ZVQ3WmIkH9BELrexS4DbgHWBCfEx8XxPRiYCSz7giwpJSaSpJyFRn75WngpcA84EvAq1te\n", "zxuMabzXBjPpobhIkpoG4lLYZAb0egz4InAuoXW+EDgMLAIeiWUeApZl1lka89oZnExFJakLDXFs\n", "g/fqvBXyul+eRfPKlpOA1wF7gB3Aupi/DrgxpncAawn978uBs4DdudWWJJUir6W+iHAi9IS4fBq4\n", "lRDYrwPeQTgh+uZYfn/M308403MFXukiSTOmrgGsx2rct2beWPHx1PPKFSlTdrlO36efpS6SGzu9\n", "o1SSEmJQl6SEGNQlKSEGdUlKiEFdkhJiUJekhBjUJSkhBnVJSohBXZISYlCXpIQY1CUpIQZ1SUqI\n", "QV2a1XrBeUyVMZlJMiR1nMZcphPpcR7TLmJLXZISYlCXpIQUCerLgNuAe4C7gXfH/PnALuA+4Gaa\n", "094BbAIOAMPAqrIqK0mavoXAS2P6FOBbwIuArcD6mL8B2BLTK4C9QB/QDxzk+C8Pp7jrLmMwVmAp\n", "Uq7MbXXLPv28JST3/7JIS/0wIUgD/Bi4F1gCXEKYv5T4eGlMrwG2A08S5i89CKwsWmNJ0tRNtk+9\n", "H3gZcAewABiN+aPxOcBiYCSzzgjhS0CSVLHJXNJ4CvAF4Erg8ZbX8n7itXttMJMeioskqWkgLqXr\n", "A74EXJXJGyb0twMsis8BNsalYSfwypbt2ceXjN4j5N780ql9zd2yTz9vCSmlT70H+CSwH/hQJn8H\n", "sC6m1wE3ZvLXAnOB5cBZwO5i9dXsc/TU/JguqZNcADxNOFm6Jy6rCZc03kL7Sxo3E06QDgMXtdmm\n", "n/R0zOIWbLfs089bQnL/L3tmohZtjNW4b5VrLP991kOxuFKkXJnb6pZ99hGGE8jT+zgcPa1AQdUn\n", "N3Y69ouUvCLjw4BjxKTBYQIkKSEGdUlKiEFdkhJiUJekhBjUJSkhBnVJSohBXZISYlCXpIQY1CUp\n", "IQZ1SUqIQV2SEmJQl6SEGNQlKSEGdY2j6IxGkjqJQ+9qHI0ZjfI4LL7USYq01D8FjAJ3ZfLmA7to\n", "P+vRJuAAYdajVeVUU1L1eqHQr7PeI3XVUPmKBPVrCdPXZW0kBPWzgVtpTjS9ArgsPq4Grim4D0m1\n", "a0ymkbccdTKNDlYk4N4O/Kgl7xJgW0xvAy6N6TXAduBJ4AHCPKUrp11LSVIhU21FLyB0yRAfF8T0\n", "YmAkU24EWDLFfUiSJqmME6V5V0GM99pgJj0UF0lS00BcCptqUB8FFgKHgUXAIzH/IWBZptzSmNfO\n", "4BT3LUndYohjG7xX560w1e6XHcC6mF4H3JjJXwvMBZYDZwG7p7gPSVIFtgPfA54AHgTeRrik8Rba\n", "X9K4mXCCdBi4aJxtetNK5xuDsQJLkXKduq1u2WcV9VdNcv/2dd05MlbjvlXMWLHPbg/55YqUqWNb\n", "3bLPsuvfR7j8cSK9j8PR0wpsTJOTGzu9o1TSJDWuZ59Ij9ey18QbgyQpIQZ1SUqIQV2SEmJQl6SE\n", "GNQlKSEGdUlKiEG96zijkZQyr1PvOs5oJKXMlrokJcSgLqkCTo1XF7tfJFWgyFAC4HAC5bOlLkkJ\n", "MahLUkIM6pJqZN972aoK6qsJk2QcADZUtA8dp9A16FIHafS95y1H7XsvqIqgPgf4KCGwrwDeAryo\n", "gv10soF6dtu4Br3qmD5U0nY61VDdFajQUN0VqNpA3RWoWxVBfSVhOrsHgCeBfwHWVLCfTjZQ7uY6\n", "7S7QoZnbVS2G6q5AhYbqrkDVBuquQN2qCOpLCHOZNozEPLVVJGAXaYHbs6KUFel77x0Dri5QLun+\n", "+SquU+/E6PIFYG5OmduBreXtsvdIsX7AQlODlVEhaRYr+jm5GhjMKdd3av7GZu8cq1VEi/MIf9XV\n", "8fkm4GngA5kyB4EzK9i3JKXsfuD5M73T3rjjfkLreC/dd6JUkpLya8C3CC3yTTXXRZIkSdJk/RFw\n", "L3A3x/a5p+JPCOcT5tddkZL9NeH/7ZvADcC8eqtTmpRvmlsG3AbcQ/i8vbve6lRiDrAHuKnuilTg\n", "dOB6wuduP+HcZcd5NbAL6IvPn11jXaqwDNgJHCK9oP46mpfDbonLbDeH0F3YT3hPpnYuaCHw0pg+\n", "hdA9mtLxAfwx8M/AjrorUoFtwNtjupcObUhdB/xq3ZWo0OeBc0gzqGe9EfhM3ZUowfmEL+GGjXFJ\n", "1Y3Aa+quRImWArcQGouptdTnAd8uWrjOAb3OAl4FfI1wm9sraqxL2dYQbrraV3dFZsDbgX+vuxIl\n", "6Kab5vqBlwF31FyPMn0QeA+huzM1y4HvA9cCdwIfB04er3DVk2TsIvzsa/XeuO9nEvqGfpHQcn9e\n", "xfUp00THtglYlcmbjXcPjXd8m2m2hN4LPAF8dqYqVaFOvGmuCqcQ+mavBH5cc13K8nrgEUJ/+kC9\n", "ValEL/By4F3A14EPEX5F/nmdlWrnP4ALM88PAmfUVJcyvRgYJXS7HCKMf/MA8Jwa61SFy4GvACfW\n", "XI+ynMex3S+bSO9kaR/wJeCquitSsvcTfmUdAh4GfgL8U601KtdCwrE1XAD8W011mdDvA++L6bOB\n", "79ZYlyql2Ke+mnAVxbPqrkiJUr9procQ6D5Yd0UqdiHp9akD/CchTkK4Y78jrxbsAz4N3AX8N2n+\n", "bIJwgiO1oH4A+A7h5+4e4Jp6q1OalG+au4DQ37yX5v/b6gnXmJ0uJM2rX15C6HpJ7TJiSZIkSZIk\n", "SZIkSZIkSZIkzW79hHsCyjCXMHjSHuA3S9pmO29g5u7qvBz4yBTXfR+dOzjWbxOubd5HuAP4nEms\n", "28nHJXW9fsoL6ucRxoaZjDkl7bsq65h6UJ8JUx2n6XyaN6qsJgygp4TVOUqjZl4vYZjc/YShgU+K\n", "+a8hjP62D/gkoSUOYcyaQcIdv/uAFxDGsPkMYRC2PYRB2M4ljLT5DcL4KY2BwIYIt6V/nTCA1GT2\n", "A+O3nk8hjFi3j9AKfWPMf0vMu4tjx3j/MbCVMDnELsKX0pcJwwK8IVOuMZHEfbQfLGkO8I9x+/vi\n", "MRHz3hTTFxMmMvgG8GGmd8v65YS7I28l/DJqvQX+o4QvIxj/b/hfwGMxfQdhiNpWM31ckkrQT7hN\n", "/Pz4/JOEmZlOJIy705ihfBvND/Uh4J0x/YeEIT/h2ODSB3yV5mBsl8VtQwiQH43pqexnvNbzB4C/\n", "zTw/HVhMGLrgDEKQupUwBDLxuC+K6RuAm2OZcwhfTBAC6PcII4eeSAhw57bs99y4bsNp8fFa4Ncz\n", "x/jzMf+zTO+W9csJA1WdHp8PcGww/QjwuzE93t8w60+Bf2iTP9PHpQrZUu8uDxJabhBa2xcQBgk6\n", "RBjvBEKwfVVmnRvi452ELwY4dijhFwC/QLOP/b0cOw755zLlprOfrNcAH8s8f5Twy+E24AfAU4QZ\n", "cBrbf4IwOiGEYH1bLHN3Zl8QAtuPgJ/F+lzQst/7Cb9MPkz4kng881oP8ELCWD/fiXnbJziGIsZi\n", "nR4tWL7d37Dh1YSx79udo5jp41KFDOrdJTtmeA/txxBvzf/f+PgU7ft1ewgjNr4sLudw7EBRPxmn\n", "LpPdT7v1s8Za8rLbfzKT/zQhyDfS4+2rh+MnXHiUcHxDwB8An2hTh4nq2M4VhC/DO2k/fv1PM+mj\n", "HPuZPaml7Hh/w3MILfdLCF9arao4LtXEoN5dnktzwtrfAm4njErYD5wZ83+H0N9c1LcI88s2ttsH\n", "rMi83pMpN539ZO2i2dUAoXtiN6FbqNH9snYK238dofvlJELXzVdaXj+DECxvAP6M8CXWMEY4xufR\n", "7Ka4jPzJN66J23k5cLjltdbg+R3C33Yu4ZiLTAf53Fjft9L8ldSqiuNSTQzq3aPx4Xwn4UTpPODv\n", "CK27txFOnO4jtAb/PrNOdv2xNukngN8g9HM3hnU9v2U9CF0a09lP1l8Qgu9dcZ8DhIC4kdC1spdw\n", "Qq/R/9y6jdb9NR53A18gnHy9ntB6zloSt7+HMGx06/C8PyO0vHfG/R+JC4TpGtv1c0+k9fgfJMwQ\n", "djehW6u1fq3rQjjh+0zC//UewjG2ms5xSVLSnpFJf4zmyeDZLtXjkqQJXUVo8d5DaPWmMt1fqscl\n", "SZIkSZIkSZIkSZIkSZKk8v0f8/CWKXQI2ucAAAAASUVORK5CYII=\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sigdiff = (-norm.ppf(norm.sf(maxcomb)*N*M) - peekrun1)\n", "#sigdiff = sigdiff[peekrun1>0]\n", "#print sigdiff.shape\n", "sigdiff = sigdiff[~numpy.isnan(sigdiff)]\n", "print sigdiff.shape\n", "_ = plt.hist(sigdiff, bins=np.linspace(-5,5,30))\n", "plt.xlabel('bonferoni comb sig. - run2 sig')\n", "np.mean(sigdiff)" ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "inf" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAXsAAAEPCAYAAACjjWTcAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAFjFJREFUeJzt3X/wHHV9x/Hnt3wTFYhAtCXkh/1GhbYZRflhwAolFQmR\n", "KqHtKDjVCeB02tIqTlWS4Nh8a1ulOPW31KkKRkeiqAwDLSLBcpXRligQEgnfJoFE+YYm+AsjtUoi\n", "1z8+n+P2e9nLfffue7eb7+f5mFlub2/39n3hvq/b/ezuZ0GSJEmSJEmSJEmSJEmSJElT5FpgD7A5\n", "57W3A08BszPTVgPbgDFgaWb6KfE9tgEf7kulkqSunQmcxIFhvwC4DdhBM+wXARuBGcAIsB0Yiq9t\n", "ABbH8VuBZX2rWJJ0gF/r8PpdwE9ypn8AuKJl2nJgHbAP2EkI+9OA44BZhMAH+CxwQXflSpK60Sns\n", "8ywHxoFNLdPnxukN48C8nOm74nRJ0oAMF5z/cOBK4JzMtKE280qSKqJo2L+A0B5/f3w+H7iH0Fyz\n", "i9CWT+a18Th9fsv0XW3ef3tchyRp8h4CXtjrm4yQfzYO5B+gnQksjCtvbPXfTfhBGOLgB2jrvRbb\n", "B6NlF5BjtOwCcoyWXUAbo2UXkGO07AJyjJZdQI7RsgvIMVp2AW10zM5ObfbrgG8BJwCPAJccZAVb\n", "gBvi41eByzKvXwZ8inDq5XbCmTySpAHp1Izzhg6vP7/l+Xvj0Ooe4MWTLUqSNLW6ORsnNbWyC8hR\n", "K7uAHLWyC2ijVnYBOWplF5CjVnYBOWplF5CjVnYB00UV2+wlqep6brOXBmx4L+GLW2AY3ltOrdKh\n", "o2rnyNepXk0arHrxHbyhp/8jJapjdrplL0kJMOwlKQGGvSQlwLCXpAQY9pKUAMNekhJg2KvPCp83\n", "L6kPqnZusufZTz8Fz5sfwvPspcI8z16SZNhLUhIMe0lKgGEvSQkw7CUpAYa9poFhsFtk6aCqdrqa\n", "p15OPwM69dLTNZU0T72UJBn2kpQEw16SEmDYS1ICOoX9tcAeYHNm2vuBB4H7gRuBozKvrQa2AWPA\n", "0sz0U+J7bAM+3FvJkqSpdiZwEhPD/hyaPxJXxQFgEbARmAGMANtpHh3eACyO47cCy9qsz14Pp586\n", "1AsMRefvZRlp2uj4fe60ZX8X8JOWaeuBp+L43cD8OL4cWAfsA3YSwv404DhgFiHwAT4LXNCpMEnS\n", "1Om1zf5SwpY6wFxgPPPaODAvZ/quOF2SNCDDPSz7LuBJ4PopqqVhNDNei4MkqWlJHCat27C/GDgP\n", "ODszbRewIPN8PmGLfhfNpp7G9F0Hee/RLmuSpFTUmLghvGYq3nSEiQdolwEPAM9tma9xgHYmsBB4\n", "iOYB2rsJ7fdDeIA2NR6glfqv5+/zOuBRQnPNI4Q2+m3A94D74nBNZv4rCQdmx4BzM9Mbp15uBz7S\n", "z4JVOYa91H8dv89V6wiqY2c+OuTUi+WqHaFJXeiYnV5BK0kJMOwlKQGGvSQlwLCXpAQY9pKUAMNe\n", "khJg2EtSAgx7SUqAYS9JCTDsJSkBhr0kJcCwl6QEGPaSlADDXgUM7yX0rldkkFQBVevi1S6Oq61g\n", "d8VQvPthuziWumAXx5Ikw16SkmDYS1ICDHtJSoBhL0kJMOwlKQGGvSQlwLCXpAR0CvtrgT3A5sy0\n", "2cB6YCtwO3B05rXVwDZgDFiamX5KfI9twId7K1mSNNXOBE5iYthfDVwRx1cCV8XxRcBGYAYwAmyn\n", "eUXXBmBxHL8VWNZmfV5eX211qBccii4ziHU0lpGmjSn5Po8wMezHgGPj+Jz4HMJW/crMfLcBpwPH\n", "AQ9mpl8EfKLNuvwDrDbDXqqmjt/nbtrsjyU07RAfG8E/FxjPzDcOzMuZvitOlyQNyHCPy/djC2k0\n", "M16LgySpaUkcJq2bsN9DaL7ZTWiieSxO3wUsyMw3n7BFvyuOZ6fvOsj7j3ZRkySlpMbEDeE1nRbo\n", "phnnZmBFHF8B3JSZfhEwE1gIHE84MLsb2AucRjhg+6bMMpKkClgHPAo8CTwCXEI49fIO8k+9vJJw\n", "Fs4YcG5meuPUy+3ARw6yPg+aVZsHaKVq6vh9rtrNG+pUryY11YtnpDcvkQagY3Z6Ba0SNQzNEwwm\n", "OQzvLaVUaQpUbcvGLftqm2Zb9u4NaNpwy16SZNhLUhIMe0lKgGEvSQkw7CUpAYa9JCXAsJekBBj2\n", "kpQAw16SEmDYS1ICDHtJSoBhL0kJMOwlKQGGvSQlwLCXpAQY9pKUAMNekhJg2EtSAgx7adK8b60O\n", "XVW7n6b3oK0270HrfWtVTd6DVpLUW9ivBh4ANgPXA88AZgPrga3A7cDRLfNvA8aApT2sV5I0ICPA\n", "w4SAB/gisAK4GrgiTlsJXBXHFwEbgRlx2e3k/9AU3UfWYNWhXnAouswg1jHoZaS+6/g963bLfi+w\n", "DziccNTqcOBR4HxgbZxnLXBBHF8OrIvL7CSE/eIu1y1JKqjbsP8x8E/A9wkh/zih+eZYYE+cZ098\n", "DjAXGM8sPw7M63LdkqSChrtc7gXA2whNMj8FvgS8sWWeTruw7V4bzYzX4iBJaloSh0nrNuxPBb4F\n", "/Cg+vxF4ObAbmBMfjwMei6/vAhZklp8fp+UZ7bImSUpFjYkbwms6LdBtM84YcDrwLMK5na8CtgC3\n", "EA7UEh9viuM3AxcBM4GFwPHAhi7XLUkaoCtonnq5lnCmzWzgDvJPvbyScGB2DDi3zXt65kK1eTaO\n", "Z+Oomjp+z6p2ZV+d6tWkpnrx7PIKWvxOq/86ZqdX0EpSAgx7SUqAYS9JCTDsJSkBhr0kJcCwl6QE\n", "GPaSlADDXpISYNhLUgIMe0lKgGEvSQkw7CUpAYa9JCXAsJekBBj2kpQAw16SEmDYS1ICDHtJSoBh\n", "L0kJMOwlKQGGvSQlwLCXpAQY9lJfDQPUiw3De0spVdNaL2F/NPBl4EFgC3AaMBtYD2wFbo/zNKwG\n", "tgFjwNIe1qspMbyXwiGk4vZT/J95/6xSSpXaWAtcGseHgaOAq4Er4rSVwFVxfBGwEZgBjADbyf+h\n", "MVAGpw71gsMglqlqXYNeRiqkb9+Zo4CHc6aPAcfG8TnxOYSt+pWZ+W4DTs9Z3i/54FQ07Kpal2Gv\n", "Suv4nem2GWch8APgOuBe4JPAEYSg3xPn2UMz+OcC45nlx4F5Xa5bklTQcA/LnQz8FfBt4EPAqpZ5\n", "Om2htHttNDNei4MkqWlJHPpuDrAj8/wM4N8IB2vnxGnH0WzGWcXEH4PbCAd0W7n7OjgVbcaoal02\n", "46jS+taMsxt4BDghPn8V8ABwC7AiTlsB3BTHbwYuAmYSmoCOBzZ0uW5J0gC9hNCEcz9wI+Gg7Wzg\n", "DvJPvbyScBbOGHBum/d0i2ZwKrplW9W63LJXpXX8zgwNoooC6lSvpumqXjxThuj/MoNYx6GwjH8H\n", "KqRjdnoFrSQlwLCXpAQY9pKUAMNekhJg2EtSAgx7SUqAYS9JCTDsJSkBhr0kJcCwl6QEGPaSlADD\n", "XpISYNhLUgIMe0lKgGEvVc4w8PRtPScxDO8tp04dSrq9B62kvtlPwXsAzOpXJZo+3LKXpAQY9pKU\n", "AMNekhJg2EtSAgx7SUqAYS9JCTDsJSkBvYb9YcB9wC3x+WxgPbAVuB04OjPvamAbMAYs7XG9kqQC\n", "eg37y4EtNK8AWUUI+xOAr8fnAIuAC+PjMuCaKVi3JGmSegnc+cB5wKeAoTjtfGBtHF8LXBDHlwPr\n", "gH3ATmA7sLiHdUuSCugl7D8IvBN4KjPtWGBPHN8TnwPMBcYz840D83pYtySpgG77xnkN8BihvX5J\n", "m3kaHTW10+610cx4LQ6SpKYltM/eXN2G/e8SmmzOA54JPBv4HGFrfg6wGziO8IMAsAtYkFl+fpyW\n", "Z7TLmiQpFTUmbgivGcRKz6J5Ns7VwMo4vgq4Ko4vAjYCM4GFwEM02/mzinT1p97UoV5wGMQyVa2r\n", "ysv4d6PO34Gp6uK4saKrgBuANxMOxL4+Tt8Sp28h9N962WSKkyRNjbyt6zLVqV5N01W9+O/tEP1f\n", "ZhDrmG7LDD39HyWrY3Z6rrskJcCwl6QEGPaSlADDXpISYNhLUgIMe0lKgGEvSQkw7KVD3jDwdF9U\n", "kxyG95ZSqkozVVfQSirNfrq4cGtWPypRdbllL0kJMOynheG9FN6Nl5QSm3Gmhf2zuut/RVIq3LKX\n", "pAQY9pKUAMNekhJg2EtSAgx7SUqAYS9JCTDsJSkBhr0kJcCwl6QEGPZSkuwpMzV2lyAlyZ4yU9Pt\n", "lv0C4E7gAeC7wFvj9NnAemArcDtwdGaZ1cA2YAxY2uV6JUld6LY3rDlx2AgcCdwDXABcAvwQuBpY\n", "CRwDrAIWAdcDLwPmAXcAJwBPtbxvvYeaUlbvriO0Ki5T1bqqvMwg6/Lvs6I6Zme3W/a7CUEP8ATw\n", "ICHEzwfWxulrCT8AAMuBdcA+YCewHVjc5bolSQVNxQHaEeAk4G7gWGBPnL4nPgeYC4xnlhkn/DhI\n", "kgag1wO0RwJfAS4HftbyWqebZLR7bTQzXouDJKlpSRwmrZewn0EI+s8BN8Vpewht+buB44DH4vRd\n", "hIO6DfPjtDyjPdQkSSmoMXFDeE2nBbptxhkCPg1sAT6UmX4zsCKOr6D5I3AzcBEwE1gIHA9s6HLd\n", "kqSCuj2yfgbwDWATzeaY1YQAvwF4HuFA7OuBx+PrVwKXEk7wvRz4Ws77ejZOdzwbJ+llPBtHnbOz\n", "av/jDPvuGPZJL2PYq3+nXkqSDiGGvSQlwLCXpAQY9pKUAMNe0iTZLfKhzC6OJU2S3SIfytyyr5zh\n", "vRTeepKkg3PLvnL2z+ry/GdJasste0lKgGEvSQkw7CUpAYa9JCXAsJfUR56bXxWejSOpjzw3vyrc\n", "spekBBj2kpQAw16SEmDYS1ICDPu+sp8bSdXg2Th9ZT83kqrBLXtJFVP03HzPy58Mt+wlVUzRc/M9\n", "L38yBr1lvwwYA7YBKwe8bknTklfpTsYgw/4w4GOEwF8EvAH4nQGuv1tLyi7gQLWyC8hRK7uANmpl\n", "F5CjVnYBOWplF5CjNsn5GnsCRYb93e4NLOlyudINMuwXA9uBncA+4AvA8gGuv1tLyi7gQLWyC8hR\n", "K7uANmplF5CjVnYBOWplF5CjVnYBeZaUXUC3Bhn284BHMs/H47RDSOFTKSWpEgZ5gLaP4Te8t/hu\n", "2TBh929S1oSHwgeOClUkaVCGgf0FM+npzFjTxTLdrGdKDTKNTgdGCW32AKuBp4B/zMyzHXjBAGuS\n", "pOngIeCFZRfRMEwoaASYCWzk0DhAK0kq6NXAfxO24FeXXIskSZKkfns7oT1/dtmFRH8H3E9oevo6\n", "sKDccgB4P/Agoa4bgaPKLQeA1wEPAL8CTi65lipewHctsAfYXHYhGQuAOwn/374LvLXccgB4JnA3\n", "4e9tC/C+csuZ4DDgPuCWsguJdgKbCDVtKLeU4hYAtwE7qE7YZ8/0eQvwqbIKyTiH5qmzV8WhbL8N\n", "nEAIjzLD/jBCU+EIMIPqHB86EziJaoX9HOClcfxIQjNrFf6tDo+Pw8B/AWeUWEvWXwOfB24uu5Bo\n", "0jlZxY7QPgBcUXYRLX6WGT8S+GFZhWSsJ+z9QNgKml9iLQ1jwNayi6C6F/DdBfyk7CJa7Cb8GAI8\n", "QdhbnFteOU/7eXycSfjx/nGJtTTMB84jbOxV6bzqSdVStbBfTrjYalPZheT4B+D7wAqqsRWddSlw\n", "a9lFVMg0uICvFCOEPY+7S64DQjZtJDR73UlozinbB4F30tzIqoI6cAfwHeBPDzZjGb1erifsOrZ6\n", "F+EMnaWZaYP89WxX15WE9rl3xWEV4X/6JRWoiVjTk8D1A6hnsjWVzauXizsS+DJwOWELv2xPEZqX\n", "jgK+RuimoFZiPa8BHiO0jS8psY5WrwD+B/h1wt/mGGEPstJeRPgV3xGHfYTd8N8osaY8zyMcyKqC\n", "i4FvEg5oVUnZbfanE477NKymOgdpR6hWmz2E4xpfA95WdiFtvBt4R8k1vJewt7iDEK7/C3y21IoO\n", "tIZwcsshp0oHaI/PjL8F+FxZhWQsI5xB8dyyC8lxJ3BKieuv8gV8I1Qr7IcIofXBsgvJeC5wdBx/\n", "FvAN4OzyyjnAWVRjL/ZwmiePHEHY8FvafvbqepjqhP2XCX+gG4GvUI29jW3A9wi7lfcB15RbDgB/\n", "SNj6+T/Cgb+vllhLFS/gWwc8CvyS8O80iKbATs4gNJlspPldWnbQJfrvxcC9hJo2EdrJq+QsqnE2\n", "zkLCv9FGQmtDVb7nkiRJkiRJkiRJkiRJkiRJUso+A/xxh3l2Uux6iYuBj3ZXTmG9rOtvqdaFPll/\n", "Quj6ehPhQpsTCyxb5c+lHpTRN46mjzqd+6GpU6yPo0H2a9PLugrcdLpr3d55+mHg94CfEi6Q+hdC\n", "FxKTMYjPpRJUrddLVdO7aXawdD0T+99oBPnZhKseNwGfJnRT0HBFnH43zRvKv5bQT/m9hA6cOl2V\n", "fCRwXXyf+wlX6wK8IU7bzMTeSJ8AriZcWbieEHb/QehG4bWZ+Ro379gK/E3Oeg8j7MFsjuu5PE7/\n", "DM29mvMIXQN/B/gIvV1KfzHh6syvE3ozbL00/2OEnlch7DWNAvfE2n4rTv9PQtBD++6vB/25VDLD\n", "Xp28DPgjQlPAq4FTmbhFXCd0xHYd8Po43zDwF5l5Ho/TPwZ8KE67ixDAJwNfpHkPg3Z7Ae8m9AV/\n", "IvASQkDPJQT87xN6SHwZzX7rDycE5osI9yN4D/BKwo/EezLrWpz5fK/jwD59XhrX8+I4z3WZz934\n", "7J8gbEGfSujXpde9k5MIgbuEA/89sntTdeAHseZ/Jr+zsDeT3/11GZ9LJTLs1ckrgJsI3Sg/wYFb\n", "d0OELcodhH5oANYSmhEa1sXHLwAvj+MLgNsJW5XvABZ1qONs4OOZ548Twv1O4EeEWyF+PrPeJwk9\n", "OULYer0zzvNdQmdkDbcTfkR+Qbi9Y+sdkR4Cnk/Ysj2XiTeyGSLcnethQj9Fjc/aS9fc9VjT45Oc\n", "/8b4eC8TPxeEH8FLye/xc9CfSyUz7NVJa5t73h986xbfUM601nk/SgiaE4E/I/Ru2EneVm5rbY33\n", "35eZ/hQh/Bvj7Y5VDXHgjSkaeyU14M858JaUeZ+9k8sIHY7dS/69AX6eGd/PxL/T1n+nX8bHXzHx\n", "c50IfBI4n/y7Y/Xjc6nCDHt18k1CG/czCO3mf9Dyep3Qu+QIzfb4NxHaxyGExIVx/ELgW3H82YQe\n", "ICG0U3eyHvjLzPOjCTdYPgt4DqEN+qLMeifrHOAYQoguJ3zerOcQQvRGQlPSSZnXGp/9+cBvxmkX\n", "0rm545r4PicTegfNag3V7xH2emYSPvMrO7w3hHsu3Ai8kebeVqt+fC5VmGfjqJPvEA4YbiLcXGYz\n", "zYN/Db8kdNf7JcJ3agOhvRdCQBxDOKj6C8IBVQgHFr9E2Or8d5qh0u4Mn78nNONsJmzFjhKal1YR\n", "mmiGgH+l2czU+h6txxkajxsI3VbPJ9yn4N6W5eYR2rMbG0arWl7/BWFL/TbCDS2+nXn/Uwl7LQe9\n", "XVxOndlaHwFuIDQ/7cipr3VZCAeajyG040PYy1ncMm8vn0vSNHVEfDyc8Ef/0hJrqaIjMuMfp3lm\n", "y6Fuun4uSW18ntDG/CDVub1flbyN8O/zAGHvoGq3iezWdP1ckiRJkiRJkiRJkiRJkiRJ0sH8P9wT\n", "Ym8yEd5UAAAAAElFTkSuQmCC\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plt.hist(maxcomb_global-peekrun1, bins=np.linspace(-5,5,30))\n", "plt.xlabel('global comb sig. - run2 sig')\n", "np.mean(maxcomb_global-peekrun1)" ] }, { "cell_type": "code", "execution_count": 52, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(1, 0)" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.sum(np.isinf(maxcomb_global)),np.sum(np.isinf(peekrun1))" ] }, { "cell_type": "code", "execution_count": 53, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0.0664" ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ "maxcomb_globalp(3.)" ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "1.4947113028449313" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "-norm.ppf(norm.sf(3)*N*M)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "How does Prob(maxcomb_index=maxindex0) depend on maxrun0 and/or maxcomb?" ] }, { "cell_type": "code", "execution_count": 54, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAXsAAAEACAYAAABS29YJAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAEVhJREFUeJzt3X9sXeV9x/F3iDHk14hipjhOAklpIiUr7TA0UEqEnWZR\n", "QDTJHwiY1CoD1EWKNrofQiObtFhTxaDdClQb01YGDax4S1OIgoYQKalX2FZCC0lp7IwELR12Zgcl\n", "lDRFrE7i/fE8lm9CnHt8rq/PtZ/3Szq65z73Ofd8Mc7nHj/nnOeCJEmSJEmSJEmSJEmSJEmSRsnj\n", "QB/wZknb14AuYC/wDHBJyWubgAPAfmBVSfvV8T0OAI9UsV5JUg7Lgas4M+x/C7ggrj8QF4ClwB7g\n", "QmABcBCYFF/bDSyL688Dq6tWsSTpIy4o8/rLwHtnte0ETsf1V4F5cX0t0A70A4cIYX8tMAeYQQh8\n", "gCeBdZUULUkamXJhX85dhCN1gCagu+S1bmDuOdp7YrskaYxUEvZ/BvwKeHqUapEkVUldzu1+B7gZ\n", "+FxJWw8wv+T5PMIRfQ9DQz2D7T3DvO9B4IqcNUlSqt4GPl7pmyzgzBO0q4F9wKVn9Rs8QVsPLIw7\n", "HzxB+yph/H4S5z9BO1BpsRNIW9EF1JC2oguoIW1FF1BD2oouoIaUzc5yR/btwI2EYH8H2Ey4vLKe\n", "cKIW4D+BjUAnsDU+noxtgwVsBL4FTCGE/QvZ/xskSRONR/ZD2oouoIa0FV1ADWkruoAa0lZ0ATWk\n", "bHZWejWOqqej6AJqSEfRBdSQjqILqCEdRReg/Dyyl6SR88hekmTYS1ISDHtJSoBhL0kJMOwlKQGG\n", "vSQlwLCXpAQY9pKUAMNekhJg2EtSAgx7SUqAYS9JCTDsJSkBeb+WUBVbcis0NmTr23sUurZVtx5J\n", "E5lhX5jGBth1OFvfFU3QVd1yJE1oDuNIUgIMe0lKgMM448LxZmjdkK2v4/uSPsqwHxdmTHN8X1Il\n", "HMaRpAQY9pKUAMNekhJg2EtSAgx7SUqAYS9JCTDsJSkB5cL+caAPeLOkbRawE3gLeBGYWfLaJuAA\n", "sB9YVdJ+dXyPA8AjlZUsSRqpcmH/BLD6rLb7CGG/GHgpPgdYCtweH1cDjwKT4mt/B9wNLIrL2e8p\n", "SaqicmH/MvDeWW1rgC1xfQuwLq6vBdqBfuAQcBC4FpgDzAB2x35PlmwjSRoDecbsZxOGdoiPs+N6\n", "E9Bd0q8bmHuO9p7YLkkaI5WeoB2IiySphuWZCK0PaAR6CUM0R2J7DzC/pN88whF9T1wvbe85z/u3\n", "lax3xEWSNKQlLpnlCfsdwHrgwfi4vaT9aeDrhGGaRYRx+gHgOGH8fjfwReAb53n/thw1SVJKOjjz\n", "QHhzuQ3KhX07cCNwKfAO8OfAA8BWwtU1h4DbYt/O2N4JnAQ2MjTEsxH4FjAFeB54oVxhkqTRUy7s\n", "f3uY9pXDtN8fl7P9GLgya1GSpNHlHbSSlADDXpISYNhLUgIMe0lKgGEvSQkw7CUpAYa9JCXAsJek\n", "BBj2kpQAw16SEmDYS1ICDHtJSoBhL0kJyDOfvWra8WZo3VC+X+9R6NpW/Xok1QLDfsKZMQ12HS7f\n", "b0UTdFW/HEk1wWEcSUqAYS9JCTDsJSkBjtmPuiW3QmND+X4fNgMZxtYlqXKG/ahrbMh2grR1efVr\n", "kaTAYRxJSoBhL0kJMOwlKQGGvSQlwLCXpAQY9pKUAMNekhJg2EtSAgx7SUpAJWG/CdgHvAk8DVwE\n", "zAJ2Am8BLwIzz+p/ANgPrKpgv5KkEcob9guALwHNwJXAZOAO4D5C2C8GXorPAZYCt8fH1cCjFexb\n", "kjRCeQP3ONAPTCXMrzOVMKnXGmBL7LMFWBfX1wLtcZtDwEFgWc59S5JGKG/YHwP+GvgfQsj/nHBE\n", "Pxvoi3364nOAJqC7ZPtuYG7OfUuSRijvrJdXAH9AGM55H/gO8IWz+gzEZTjDvdZWst4RF0nSkJa4\n", "ZJY37K8B/gM4Gp8/A3wG6AUa4+Mc4Eh8vQeYX7L9vNh2Lm05a5KkVHRw5oHw5nIb5B3G2Q9cB0wB\n", "JgErgU7gOWB97LMe2B7XdxBO4NYDC4FFwO6c+5YkjVDeI/u9wJPAj4DTwOvAPwAzgK3A3YQTsbfF\n", "/p2xvRM4CWzk/EM8kqRRVMk3VX01LqWOEY7yz+X+uEiSxpjXuktSAgx7SUqAYS9JCTDsJSkBlZyg\n", "1bh2vBlaN2Tr23sUurZVtx5J1WTYJ2vGNNh1OFvfFU3QVd1yJFWVwziSlADDXpISYNhLUgIMe0lK\n", "gGEvSQkw7CUpAYa9JCXAsJekBBj2kpQAw16SEmDYS1ICDHtJSoBhL0kJMOwlKQGGvSQlwLCXpAQY\n", "9pKUAMNekhJg2EtSAgx7SUqAYS9JCagruoDxYcmt0NiQre+HzcDhqpYjSSNUSdjPBB4DfgMYAO4E\n", "DgD/AlwOHAJuA34e+28C7gJOAfcAL1aw7zHW2AC7MgZ46/Lq1iJJI1fJMM4jwPPAEuCTwH7gPmAn\n", "sBh4KT4HWArcHh9XA49WuG9J0gjkDdxLgOXA4/H5SeB9YA2wJbZtAdbF9bVAO9BPOOI/CCzLuW9J\n", "0gjlDfuFwLvAE8DrwDeBacBsoC/26YvPAZqA7pLtu4G5OfctSRqhvGP2dUAz8HvAa8DDDA3ZDBqI\n", "y3CGe62tZL0jLpKkIS1xySxv2HfH5bX4fBvhBGwv0Bgf5wBH4us9wPyS7efFtnNpy1mTJKWigzMP\n", "hDeX2yDvME4v8A7hRCzASmAf8BywPratB7bH9R3AHUA9YQhoEbA7574lSSNUyaWXvw98mxDgbxMu\n", "vZwMbAXuZujSS4DO2N5JOJm7kfMP8UiSRlElYb8X+PQ52lcO0//+uEiSxph30CqD483QuiFb396j\n", "0LWtuvVIGinDXhnMmJb9DuIVTdBV3XIkjZh3sUpSAgx7SUqAYS9JCTDsJSkBhr0kJcCwl6QEGPaS\n", "lADDXpISYNhLUgIMe0lKgGEvSQkw7CUpAYa9JCXAsJekBBj2kpQAw16SEmDYS1ICDHtJSoBhL0kJ\n", "MOwlKQGGvSQlwLCXpAQY9pKUAMNekhJg2EtSAgx7SUpApWE/GXgDeC4+nwXsBN4CXgRmlvTdBBwA\n", "9gOrKtyvJGkEKg37LwOdwEB8fh8h7BcDL8XnAEuB2+PjauDRUdi3JCmjSgJ3HnAz8BgwKbatAbbE\n", "9S3Auri+FmgH+oFDwEFgWQX7liSNQCVh/xBwL3C6pG020BfX++JzgCagu6RfNzC3gn1LkkagLud2\n", "twBHCOP1LcP0GWBoeGe418+lrWS9Iy6SpCEtDJ+955Q37K8nDNncDFwM/BrwFOFovhHoBeYQPhAA\n", "eoD5JdvPi23n0pazJklKRQdnHghvLrdB3mGcPyWE90LgDmAX8EVgB7A+9lkPbI/rO2K/+rjNImB3\n", "zn1LkkYo75H92QaHZB4AtgJ3E07E3hbbO2N7J3AS2Mj5h3iU04V8cFkTX1ldrt9hPrisfywKklQT\n", "RiPs/y0uAMeAlcP0uz8uqqJ6TtffRMPRcv2e4nS9YS+lw2vdJSkBhr0kJcCwl6QEjNYJWik63gyt\n", "G8r36z0KXduqX48kMOw16mZMg12Hy/db0QRd1S9HEuAwjiQlwbCXpAQY9pKUAMfsk3Vy1uUZ7rQF\n", "77aVJgLDPlF1DNRludMWvNtWmggcxpGkBBj2kpQAh3HGgawzWQIc4+Ssatcjafwx7MeBrDNZArQz\n", "4P9TSR/hMI4kJcCjQGXgZZrSeGfYF2Q8jcN7maY0/hn2BXEcXtJYSjhEltwKjQ3Z+n7YDGSYyVGS\n", "alPCYd/YkG0qXoDW5dWtRZKqK+GwV3VkO5l7lCN1J8aiHEmAYa9RlvVk7rOc+phhL40dr7OXpAQY\n", "9pKUAMNekhJg2EtSAgx7SUqAYS9JCcgb9vOB7wP7gJ8C98T2WcBO4C3gRWBmyTabgAPAfmBVzv1K\n", "knLIe519P/CHwB5gOvBjQsjfGR+/CvwJcF9clgK3x8e5wPeAxcDpCmrXOPZLBuZD64ZsvXuPQte2\n", "6lYkTWx5w743LgAngC5CiK8BboztW4AOQtivBdoJHxKHgIPAMuCHOfevcW6AGRdln65iRVP4FZOU\n", "12iM2S8ArgJeBWYDfbG9Lz4HaAK6S7bpJnw4SJLGQKVhPx34LvBl4BdnvTYQl+Gc7zVJ0iiqZG6c\n", "CwlB/xSwPbb1AY2EIZ45wJHY3kM4qTtoXmw7l7aS9Y64SJKGtMQls7xhPwn4R6ATeLikfQewHngw\n", "Pm4vaX8a+Dph+GYRsHuY927LWVNNyPoNVEV/+5Skca2DMw+EN5fbIG/Yfxb4AvAT4I3Ytgl4ANgK\n", "3E04EXtbfK0ztncCJ4GNTNBhnKzfQOW3T2X/XlunQ5YqlzdwXmH48f6Vw7TfHxdpRN9r63TIUuW8\n", "g1aSEmDYS1ICDHtJSoBhL0kJMOwlKQGGvSQlIPFrvTUeOEOmVDnDXjXPGTKlyhn2Gge821aqlGGv\n", "mufdtlLlDPsMsk5uBk5wJqk2GfYZZJ3cDJzgTFJt8tJLSUqAYS9JCZiAQw5LboXGhvL9PmwGMl7O\n", "p/HjV5e1Qtlr8nvhaBd4Pb6SMQHDvrEh2zXZrcurX4vG2kUM1O/K8CG+Apq8Gl8pcRhHkhJg2EtS\n", "Agx7SUqAYS9JCTDsJSkBE/BqHKXsBBfMWsMnyk5tcZAjdXBkLEqSaoJhrwnlFNPr5rKh7NQWu/nG\n", "xwx7pcRhHElKgEf2SlS2O23Bu201MSQb9k5bnLZ+JjVO5xOfzNL3RBjfN+w1riUb9k5bnLasY/sA\n", "u/mrllaO+FeAxjVDTCoj63w74Jw7ql1jHfargYeBycBjwIMZtpkCzM74/gNwelLO2iRpwhrLsJ8M\n", "/A2wEugBXgN2AOUOhObCH38eLvtl+V28Mnka+5Zdylc+KNez1sfhO3nl8qXc8LOi66gF/Ry/uMj9\n", "Z712H+AtDi9q5VjZfhUM97QAHTm2m4ha8GeR2ViG/TLgIHAoPv9nYC3lwx5Y/AH87v+W7/fmnKmc\n", "mnoTDe+U61nr4/A97F9g2AcnOTGlyP2PZHx/L1+7ehfHyg75XAO3tEKG7134yAdDCwbcoBb8WWQ2\n", "loE3FygN4W7g2myb9l8AJyaX73fK+wZUqKx/BfyMYzd8hlkns7zn8fDXQgPAXrj6U+e5ZNQTxBrO\n", "WIb9QM7tmmby7PWTeKHsP4x+Dp+CgQwfClJ1ZP0roJ+/n5Lnr4XPwi/Od7I4618MvbCoEQ5k2b8f\n", "IBPDWJ7MvA5oI5ykBdgEnObMk7QHgSvGsCZJmgjeBj5edBGD6ggFLQDqgT3AkiILkiRVx03AfxGO\n", "4DcVXIskSZKk0fY40Ae8WXQhBZsPfB/YB/wUuKfYcgp1MfAqYbivE/jLYsupCZOBN4Dnii6kYIeA\n", "nxB+FruLLaVwMwknz7sI/06uK7ac8pYDV2HYNwK/GdenE4a8Uj6vMTU+1gE/BG4osJZa8EfAtwk3\n", "I6bsv4GavilyDG0B7orrdcAlw3WslevSXwbeK7qIGtBLOJIFOEH4tG4qrpzCDd4JXU84qi1/a+rE\n", "NQ+4mTDNiFOC+DOAEOzLCSMjACeB94frXCthr49aQPhr59WC6yjSBYQPvz7C8FZnseUU6iHgXsLl\n", "yqkbAL4H/Aj4UsG1FGkh8C7wBPA68E2G/hquaQtwGGfQdMIv8rqiC6kRlxCGcVoKrqMotwB/G9db\n", "cMx+Tnz8dcLBwPICaynSNUA/8On4/GHgL4br7JF97bkQ+C7wT8D2gmupFe8D/0r45U7R9cAawlh1\n", "O7ACeLLQioo1OE/Wu8CzhHm3UtQdl9fi821Ac3HlZLcAj+wnEf4RP1R0ITXgUsKVBhCmuf4B8Lni\n", "yqkZN5L2kf1UYEZcnwb8O7CquHIK9wNgcVxvI9u08YVqJ8z38X+EydLuLLacwtxAGJPdQ7is7A2G\n", "ppdIzZWEccg9hMvs7i22nJpxI2lfjbOQ8Duxh3B5cuo3Z36KcGS/F3iG81yNI0mSJEmSJEmSJEmS\n", "JEmSJEmSJElJ+X8XTlIvAXwuDQAAAABJRU5ErkJggg==\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "conteq, binseq,patches = plt.hist(maxcomb[maxcombindex==maxindex0],bins=30, alpha=0.3, color='r')\n", "contneq, binsneq,patches = plt.hist(maxcomb[maxcombindex!=maxindex0],bins=binseq,alpha=0.3, color='b')" ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Library/Python/2.7/site-packages/IPython/kernel/__main__.py:1: RuntimeWarning: divide by zero encountered in divide\n", " if __name__ == '__main__':\n", "/Library/Python/2.7/site-packages/IPython/kernel/__main__.py:1: RuntimeWarning: invalid value encountered in divide\n", " if __name__ == '__main__':\n" ] }, { "data": { "text/plain": [ "[]" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAXAAAAEACAYAAACqOy3+AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAEsZJREFUeJzt3XuQXmVhx/HvXtn7BiISSCLhIhQrDSI6CAFWVIYgiLR1\n", "dKyjwmhtq4IFM4ituh1ntDrjYGtrneqgcilaEVS8oNJhC7UjihBAwv0iQUJAMdlLLrvJnv7xnHTf\n", "fbPL7uZ9z+V59/uZObPvu+fseX8L2d+efd5zzgOSJEmSJEmSJEmSJEmSJEn77DLgPuBe4D+A/YqN\n", "I0maj1XAY0yV9jeBdxWWRpIWkdYav34YmAC6gN3px9/WGkqSlI+/BEaAZ4GrCs4iSZqnI4ANwFLC\n", "0fwNwF8UmkiSFolah1BOAP4X+H36/HrgJOCaim0eIRS9JGn+HgWOzPIFVgO/BjqBJuDrwPurtkmy\n", "DFACg0UHyNhg0QEyNFh0gIwNFh0gY4NFB8jYnN3ZXOML3A1cCdwB3JN+7t9r3KckaR5qHUIB+Gy6\n", "SJJyVOsRuGCo6AAZGyo6QIaGig6QsaGiA2RsqOgAi0Gjj4FLUhYyHwOXJBXEApekSFngkhQpC1yS\n", "ImWBS1KkLHBJipQFLkmRssAlKVIWuCRFygKXpEhZ4JIUKQtckiJlgUtSpCxwSYpUrQV+NHBXxbIV\n", "uLDWUJKkfDUDm4CVVZ/3fuBSPl4MnA2cgn9dN4Jcu/MM4H+KDiEtUq+Ezq2wZgscOgJ9P6E+Uyaq\n", "OLl25xXA3xQdQlqc+u6HqxNIEhhP4FWjwLuLTqWazNmd9foN3Q6cA1w6y/rBisdDOJedVGcTy+H0\n", "9HEb8IYuuONQj5+iMpAuuTsXuGmWdf4LkjLXfytcNgGTCTyTwMpRwni44pVbd34DeFfRIaRF7BDo\n", "vR96tkPbOHR9suhAqlku3dkN/A7oLTKEJJqBg5n9Z1FxKUV3liKEJEVmzu70XFFJipQFLkmRssAl\n", "KVIWuCRFygKXpEhZ4JIUKQtckiJlgUtSpCxwSYqUBS5JkbLAJSlSFrgkRcoCl6RIWeCSFCkLXJIi\n", "ZYFLUqTqUeBLgOuA+4ENwIl12KckKQdfBy5IH7cC/VXrnZFHkhYu8+7sBx4rOoQkNaDMp1Q7DHgO\n", "+CpwJ/BloKvGfUqS5qG1Dl9/PPAB4JfA54GPAB+v2m6w4vFQukiSpgykS26WAY9XPF8DfL9qG4dQ\n", "JGnhMh9CeQbYCByVPn89cF+N+5Qk5WQ1YfjkbuB6PAtFkuqhFN1ZihCSFJnMh1AkSQWxwCUpUha4\n", "JEXKApekSFngkhQpC1ySImWBS1KkLHBJipQFLkmRssAlKVIWuCRFygKXpEhZ4JIUKQtckiJlgUtS\n", "pCxwSYpUrZMaAzwBDAO7gQng1XXYpyQpB48DB7zAemfkkaSFy21GnqY67UeSNE/1KPAEuBm4A3hv\n", "HfYnSZqHeoyBnwxsAg4Efgo8ANxWtc1gxeOhdJEkTRlIl8J8Arik6nOOgUvSwmU+Bt4F9KaPu4Ez\n", "gHtr3KckaR5qHUI5CLihYl/XAD+pcZ+SpJJwCEWSFi630wglSTmzwCUpUha4JEXKApekSFngkhQp\n", "C1ySImWBS1KkLHBJipQFLkmRssAlKVIWuCRFygKXpEhZ4JIUKQtckiJlgUtSpOpV4C3AXcCNddqf\n", "JGkO9Srwi4ANOHmDJOWmHgW+AjgL+ArQVIf9SZLmoR4FfjmwDpisw74kSfNUa4GfDTxLGP/26FuS\n", "clTrrPQnAW8iDKF0AH3AlcA7q7YbrHg8lC6SpCkD6VKI05j5LBTf2JSkhct9VnrLWpIaiKUuSQuX\n", "+xG4JCknFrgkRcoCl6RIWeCSFCkLXJIiZYFLUqQscEmKlAUuSZGywCUpUha4JEXKApekSFngkhQp\n", "C1ySImWBS1KkLHBJipQFLkmRqrXAO4DbgfXABuDTNSeSJOWmK/3YCvwcWFO13hl5JGnhcpmRZ1v6\n", "sR1oAZ6vwz4lSXOoR4E3E4ZQNgO3EIZSJEkR6ScMoQxUfd4hFGluzXhSgaabsztb6/hiW4EfACcA\n", "Q1XrBiseD82wXlqsmqH787DzryBpgs4rYfR9wK6igyl3A+x9AJypFwFL0sedwK3A66q28QhcmtV+\n", "fwurx+C5BJ5P4DVj0PWJolOpFDLvzmOBOwlj4PcA64oIIcVr6c3wnwkk6fLDBJbeXnQqlULmQyj3\n", "AsfXuA9pERvfCL/aBW9JfxZ/tRt2PVVsJmmKR+DS7JZD12ZYOwrnjELn88DhRYdSKczZnU05hcjj\n", "daRYHQCcQ/g5+SHwbLFxVBKl6E6PwCVp4XK5ElOSVAALXJIiZYFLUqQscEmKlAUuSZGywCUpUha4\n", "JEWqnncjlJSdQ4AzgJ3AjcBosXG0WHghj1SbP4bOrXDuCJw6At1PEK7eVGMrRXeWIoQUryVD8IXJ\n", "qTsWnr8TOj5TdCplzisxpfg1LYcTKu6JcWI77PeS4vJoMfEIXKpJ7xfhrG0wlsCmBI4ahZZ3FxxK\n", "2StFd5YihBSxTui7Hlp2QesEdH2aEtylTpnLvDtXEmaivw/4NXBhESGkRaIVhz0Xk8y7cxlwXPq4\n", "B3gQOCbvEJLUgHLvzu/gpMaSVA+5ducq4DeEI/HCQkhSg8h8UuM9eoDrgIuY+QqxwYrHQ+kiSZoy\n", "kC65agN+DHxolvUegUvSwmXenU3AlcDlRYaQpAaUeXeuASaB9cBd6XJm3iEkqQGVojtLEUKSIuO9\n", "UCSpUVngkhQpC1zK3grgKJxARRFyDFwxagHeBqwDTtvHfTRD79XQvQMOHIXeBwm3n5DmoxTdWYoQ\n", "0gI0Q99NsHoELhyHA8eg4+J92M974BWjMJrAZAKXjEP/D+ueVo2qFN1ZihDSApwOh43AeDoDzhMJ\n", "tI0D7QvbTde/weeSqZl07kug7+lMEqsReRaKtA8OgJdOhouMAV4CtCTsfZ+fOWzfAN/bBhPp8+/t\n", "huaH6hdTyp5H4IrNCugagRsT2JLAx3ZB7/0sfBKFNui7GQ4ehZdtge5NwGEZ5FVjKkV3liKEtECn\n", "Qs9GaNsJ/b8gnEmyL5qB4wlXLXfXLZ0Wg1J0ZylCSFJkHAOXpEZlgUu16QAOxEmG1aAcQlGD6rg4\n", "nF7YtQN6HiKcriLVSym6sxQhpDo7NVzg85v0Ip1/2AV9vyo6lBpKKbqzFCGkOvswfHDn1EU6wwm0\n", "Tsz9ZdK8+SamlJEn4ZZxGE+f3gp0bC4ykLQvrgA2A/fOst4jcDWiZuj7Phw6Aq/bGi784dSiQ6mh\n", "5NKdpwCvwALX4tNMuFPhnwLLC86ixpNbd67CApekenIMXJpBO7RdCv3XQus6pu5aJUUlrxlCBise\n", "D6VLg0j8CyNubwM+W3QI7aumRrqAaiBdcrcKh1BUDq+FzmE4fCt0boeOD1Stf3mYHWfPvb53JLD/\n", "GGHKM6lMHAPXotIGHcNwc1rOjyfQuw34o4ptXgmHDoeLb5L0IpxDRoCXF5RZmk0u3Xkt8DSwE9gI\n", "nF9ECC0aLcBKoHeGdcuhb9vUxTVJAgNbgTdXbNMOPY/Ah8fh9gQuGoeeB3AcXOVTiu4sRQg1hJdC\n", "z5OwZAzad0Lnuqr17dAxAv+dlveTSSh0Xla13TLo/w7s/zD0fxt4cT7xpQUpRXeWIoQaQd8G+Pzu\n", "UM4bE3jRGHBy1UZnQOcoHL0FurZD1yVFJJXqoBTdWYoQil4TNO2GnRXDI+/ZDnxwhm2XAicShlqk\n", "WJWiO0sRQo2gexP8IC3vsQSOHAHOLjqVlJFSdGcpQqghnAKdI3DSFjhoFPquxYkU1Ljm7M48/vEn\n", "Ob2O4reccG+RMeBHTN3qr9IywiTBzwF34AGCGlcputMfMM3HCeHo+o3DcNwI9K4HOosOJRWoFN1Z\n", "ihDKVAtwAvAawhyRM23yTlh6Bxzwc2Yct15yN1xVcXHN2m3AhzJLLJVfKbqzFCGUmS7oux1WjMAR\n", "w9DzKHDQ9E1a3gEHj8GNCXwrgf5twBumb9P7LDxUcYbJpxJo/1xe34RUQqXozlKEUFY6Pgnnbodd\n", "6ZHzxePQ/63p2yz9JXy3opy/lMD+356+Tf/18O4dMJHAUwmsHAPOze3bkMrH28kqa53HwnkdYRSl\n", "CXhzG7RUXfmYjMP2iufbgMmq+SO3XgDX/wI6d8OqXfC7fwS+m2l0SXPyCLzcjibMqrT/zKub3ga9\n", "m8Id/vquYq83Fts/CqePhbv67U7ggh3Qd2XVTs6EvjH41wQ+l0DXGGHMfCad5HebY6nMStGdpQhR\n", "Mr3kU1LNQD8zn4rUBL1fCOPRL98CnVsJVy9WWhPuO/Kz9NL1tdug72tV27RD34/CPUeWjqVnj8z0\n", "y+C10P9N6LuG2ctb0pRSdGcpQpTEMuhbD20T0LoT9rtoH/fTDJwPHf8EvI+ZfxmcBfuNQPsEdD8N\n", "rK5a/3pYMQp/SMelb0jS7Sq0fgo+Njk1dv1IAj2/m+G1mgi3FD4Sh+WkeilFd5YiRDn03wbrJsJQ\n", "w2MJHDhGuHCl2kuBtxJu1DTD0XPv1bB6FD6TwIljYXb0adutCMMUP0uL96oEujYzvej/Gt5VcevV\n", "XQk0TRIGs/f4MLx1x9Q2P06g/7Ea/yNImp9SdGcpQuSkjTAxwBHMWLzt2+H3FWdjfGgCuHT6Ns1/\n", "Bt1jsHYrHDwKvVdU7esl0LMdRitmlDlwFDi2YpuzwuXmlffF3n8sfO3/OwVePAbPpOu/Ngk9T1QF\n", "XgLdT8J52+GSXdA7Brxxn/7LSFqoUnRnKULkYBn0PAwHj4Rx5b4bmH40C/Q+OXUzpokEXjUCvKNi\n", "gxZo3wZ3ptuMJLB8FDi1YptjYNnI1IwySQJHbyVcRLPHcWE8eku6/uEE2ncA3dPzdH8COnbA8mHo\n", "eg74kxm+r37gg9D0d4RL2CXlI5fuPBN4AHiYvY4m8wtRvP7vh1leJhPYng5tNL2/aqMB6BqFs4fh\n", "qBHou4XpwxpLoH18+pHzOcPA2yu2aYOex+DvJ+DBBP5xV7hLX3U59/0LLBuFc4fDGSDt750l+EGE\n", "vxq8bF0ql8y7swV4hPAGVhuwHjgm7xDlsORJWF9RvP+cpMMf1Q4lFPKZ7HWETlMYsvhS+sbhPQn0\n", "VM/pCLAclvxXuHpxyW3A4bOEOplwhH/sLOsllVfm3fka4KaK5x9Jl1xDlMOSm+DjE6F4dyZw2hg0\n", "78u9PI6B7o3QuTOMmbe8fe4vkdSAMu/OPwe+XPH8HcAX8g5REiug5zdw+HB4U7HvJ+z7RLlNhFll\n", "vKBFWrzm7M5aC2K+5TxY8XgoXRrNUzB6NIweS7hu/D72/ZdXAvy+bskkxWAgXXJzItOHUC5j7zcy\n", "F8sRuCTVU+bd2Qo8SngTs51F/SamJNVVLt25FniQcDbKZUWFkKQGU4ruLEUISYqM9wOXpEZlgUtS\n", "pCxwSYqUBS5JkbLAJSlSFrgkRcoCl6RIWeCSFCkLXJIiZYFLUqQscEmKlAUuSZGywCUpUha4JEXK\n", "ApekSNVS4G8hzPu4Gzi+PnEkSfNVS4HfC5wH3FqnLLEaKDpAxgaKDpChgaIDZGyg6AAZGyg6QNFq\n", "KfAHgIfqFSRiA0UHyNhA0QEyNFB0gIwNFB0gYwNFByiaY+CSFKnWOdb/FFg2w+c/CtxY/ziSpPlq\n", "qsM+bgEuAe6cZf0jwBF1eB1JWkweBY58oQ3mOgKfrxf6RfCCASRJ+TsP2AhsB54BflRsHEmSJGmR\n", "O5NwquHDwKUFZ8nCFcBmwvnwjWYl4b2N+4BfAxcWG6fuOoDbgfXABuDTxcbJRAtwF417ssETwD2E\n", "7/EXxUapuyXAdcD9hH+fJ+YdoIXw5uUqoI3wg3JM3iEydgrwChqzwJcBx6WPe4AHabz/f13px1bg\n", "58CaArNk4WLgGuB7RQfJyOPAAUWHyMjXgQvSx61A/2wbZnUe+KsJBf4EMAF8Azg3o9cqym3AH4oO\n", "kZFnCL90AUYJRwKHFBcnE9vSj+2EA47nC8xSbyuAs4CvUJ8zzcqqEb+3fsLB4RXp813A1tk2zqrA\n", "lxPe4NzjqfRzis8qwl8atxeco96aCb+kNhOGizYUG6euLgfWAZNFB8lQAtwM3AG8t+As9XQY8Bzw\n", "VcKp2V9m6q/FvWRV4ElG+1W+eghjcRcRjsQbySRhmGgFcCqNc1n22cCzhLHhRjxC3eNkwoHFWuD9\n", "hKPWRtBKuDngF9OPY8BHZts4qwL/LeGNsD1WEo7CFY824NvA1cB3Cs6Spa3AD4ATig5SJycBbyKM\n", "EV8LnA5cWWiibGxKPz4H3EAYtm0ET6XLL9Pn11HA3V5bCVcRrSKMMTbim5gQvr9GfBOzifBDf3nR\n", "QTLyIsI7/QCdhDtqvq64OJk5jcY8C6UL6E0fdwM/A84oLk7d3QoclT4eBD5TRIi1hLMXHgEuKyJA\n", "xq4FngZ2Esb7zy82Tl2tIQwxrCf8KX4X4bTQRnEsYXxxPeFUtHXFxsnMaTTmWSiHEf7frSec5tpo\n", "/bKacAR+N3A9L3AWiiRJkiRJkiRJkiRJkiRJkiRJkqQc/B/ojiiSJ7PMQQAAAABJRU5ErkJggg==\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.scatter(binseq[:-1],conteq/contneq)\n", "plt.plot([1,5],[1,1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "How does difference between maxcomb_global and peekrun1 depend on maxcomb_global or peekrun1" ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAX8AAAEPCAYAAACqZsSmAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XmU5fdZ3/nX7+5L1a197ep9U3dL1mrJsmUsZGzHeEmY\n", "eDwOB0ziicmEQ1hmsvkMAwoJk40wDJjjGQgBAgTbA8axwSDLFrKFbEvWLrWkbnWrt+qurn2vu987\n", "f3zLqGVraVtqVbf69z7nnrpVdeve5y71fL/fZ/k8xMTExMTExMTExMTExMTExMTExMTExMTExMTE\n", "xMTExMTExMTExMTExMRcpEQbbQCOYwlN1HHjhloTExMTE/OacAy9G21ETExMzOVEYqMNWOdiOIHE\n", "xMTEXDZcDM6/jS/hAXx0g22JiYmJiXmNGFn/OoBH8NYNtCUmJibmsiC10QZgYv3rNP5USPjes/6z\n", "I9i5EUbFxMTEXMIcxa6NNuKlKKBz/XoR9+Kd5/y+/Zpb9Opy+0Yb8Aq5faMNeIXcvtEGvEJu32gD\n", "XgG3b7QBr5DbN9qAV8jL+s6N3vkPCbt9gi1/iC9unDkxMTExlwcb7fyP4ZoNtiEmJibmsuNiqPZ5\n", "PXP3RhvwCrl7ow14hdy90Qa8Qu7eaANeAXdvtAGvkLs32oDLnUs95h8TExOzEbys74x3/jExMTGX\n", "IbHzj4mJibkMiZ1/TExMzGVI7PxjYmJiLkM2utQzJua7IY2ckMxaQ2tjzYmJuXSJnX/MpUKWHx7j\n", "ByNWI/6gyj2nhTkQMTEx3yWx84+5RLipl3/U4vuq4ftskXsKWN5Qs2JiLlHimH/MJUIxSf85u/zu\n", "Ft3xHIiYmO+R2PnHXCI8vMgn8xxN8nCazyVYqGy0VTExlyoX+86p7eK3MeY1o6eTG3pYa3LvHMob\n", "bVFMzEXKJe87Y3mHmJiYmO+eWN4hJiYmJuY7iZ1/TExMzGVI7PxjYmJiLkMuBuefxMP4/EYbEhMT\n", "E3O5cDE4/5/Gk+LkbkxMTMxrxkY7/zH8IP6zS7wsKSYmJuZSYqOd//+FfyYW6IqJiYl5TdlIbZ/3\n", "YkqI99/6Ere7/Zzrd4tna8YEIuTXv1bR2FhzYmI2lFu9tB/9DjYy1PJ/4keFf9ocSvgTfPic21zy\n", "XWoxF4QEN4/yPxYotrmjwWdOo7bRhsXEXCRcMr7zbV642idOAse8EJ38v7tpj4bLV7Zz7dBGGxUT\n", "cxFxSXX4xo4+5jzpjhg6J0+0qUFPeuPsiYmJebWJF4SYFyLLP97Nkc3MbOLf7qG7tNFGxcRcRLys\n", "77zYY0KXTNwq5jWnwG0D5BI8Ns/4wkYbFBNzEXHJ+8545x/zQiSEzvCYmJgX5mV9ZzzGMeZSIGK0\n", "myuKHEuxL8Nwm8dWeWBSPMc3Jua75mI/FlzyR5eYV4MDA/xED9uaPLOV+gr/4DRfzfKvV3l4cqMt\n", "jIm5yHhZ33kxVfvExLwQEVd18RMrtCNurrInxcEM76owUthoA2NiLkVi5x9zsdMODbyzEX1NpiIq\n", "EZk2X8sxVd1oA2NiLkUu9pBKHPaJEWb3fnSUNzf4cg/HU1w1wzfq3HUG9Y22MCbmIuNlfefF7lhj\n", "5x/zLfJ0ZVhsCkeBgiAI2EZFrO0TE3MusfOPed2R4EAfbx8k3U8rzdEpvlplqMn0MnPTYqXYmMub\n", "2PnHvG5I8cYR0kOMDLF9hZ9aI9vm3+6mL8veEzyZ5NPHefKouE8k5vLlZX1nXOcfc4nwxhF+YIwD\n", "edKd3LeN5YeYw+Z+rh8nWeOWGidGefKUEB6KiYl5AWLnH3MpENHRwzsSXL/IN/Js7+YrQ3Suspzn\n", "5BBDEU8v0I5DPjExL0Ps/GMuBdostWkmKLW4Yop7ctydJJdiaJ7tq2xp8Odb+fJDYm3/mJiXJHb+\n", "MZcIDx7n925gpkStxdRJHjjE9d184BDfGOKJPNMzNE+I4/0xMS/JxZ5MjRO+lwdJ4b1+uXBNkatH\n", "6einq0x+mS9HfLiDt65w6xq/0cHt41i78GbHxFy0xNU+MRc1SW4Y4toCy/jLKRaWXvpP3rKJn8/w\n", "ziq/2cmD20nVSed4co6DT3Nm/jWxPibm4uWirvbJ4SvIIoP/jo9toD0xrzkHevlneT64FjbqPz/M\n", "f6oJTVvrdJd460C4/vAsg3neub6rnx3k+g56ZykuMZ/mzvJr/SxiYi5FNlLbp4LvxzV4w/r1WzbQ\n", "npjXnM1F3rJejlnAtS2cO46xyD8Z4ZNlPtbk7Tdw/Ep+fBcPJlnppD/izSu8e4Vr0hQ6NuCJxMRc\n", "cmx0wvdbcdmMEPed20BbYl5zJss8UmTT+k7/UNLzZBquyjMS8ekOjo/x9j5uWKM6xi/1sthgaJWo\n", "zWe6eCJBNvEi4f7k+qUh7v6Nidlw55/AQ9iJT+DJjTUn5rXl4Vn+fZZ7iizhzhmcE7ZZ6qQ2xmiT\n", "s3spzLN5iZtOMzHErz3OlmGO9DOaZ3OV7x/gM8vPv5/+Ij8wwiYcbvL5M+IGsJjLnPN1/kVsFpII\n", "41h9lR6/JYR9unAHbsXd33ab28+5fvcL/D7m0qXBPae4Jy18ts5V58zw7jT5Bc7008jwVCf/yzPU\n", "I/Jl6ot8uskHt5CL6K7RXWByiHuPr99Pih8c4VfK9LV5OE1llDuPvebPNibmwnHr+uW8eSnn34mP\n", "4kPox6SQPR7CLP4Qv4WV797O72ARf44bvLTzj3n90fbCDVlR2BNEEUM1Fs9yaBNfLDGFb0yhQqvI\n", "mxf56HrI8KsF/nAghIfKbQ5W2BMFxw/X1tcHwCTE4Z+Y1w93e77v/IWX+4OXcv6fxSfxPsHxn8sw\n", "3i9U6Lz9u7HwHPqF+OsC8ngH/tX3eF8xrz/qfCXHmwu8bYGBCk/M83PzZKY5tMq1O8lt5eu9XFlh\n", "f4VHO+hp8XMz1CJ+o4dvJDidYDHBZ/o5kaJnkvnljX6SMTEbxUbW0F+F3xN2YAn8Pv7jt90mrvO/\n", "fEgJlT5Nf3MS2D/Kbfvo7SKqkD3L707R1cHO3VyTY+8cT23h5ApbTvJoFzef5qfXa/3/e56/X+aW\n", "Il2j7G3yhrM8kuBXz758X0FMzCXJBavzvwJPf49/+y0ex3Wv8D5iXh/k+eFR3hjxbII/nWJ8gScb\n", "fCDFPzjFU93ccYB8H++fCqGc66s8k+HqcU538eUqp8f5n8sh33tXgSdKRGv82QT/IclPLoWD5i0R\n", "9/ZxZ+z8Yy5Lvlfn/0VseTUNibmc+cFhfrHGzmYo02wM8Ik1rmqROsPHd7A7yfZZKts5PEY+x665\n", "cFjoWGKpzEI9LAqf2MKXauwr0qzzYxV+NyLXDKGfO/LMJanG4m8xly0v5fx//SV+1/NqGxJzWZLn\n", "ig6aPZRn+b0uznRzpsi2BJNrVFpcN02pk/uvZXgH+WmWJ7lvMxPLLC5zqsmvrPJ9NT7R5o5d7DrC\n", "B1bY1uBUkd+vM7GLaxNMJmmdFlaPeAZwzGXHSzn/v49/KtRDn6uQGOGHL6BNMZcHHfzkJt5d5097\n", "+PhebiyztZ9WiatTLJ3iz7Mc3h7i/70D7D/JoU4KKe6e5q5JSlWu6eCRAk/3Uy7Ql2fPGvvXm8by\n", "OL5Ee56VOm+shCrjf9HF4zMb+ULExGwEL+X8H8ATuPcFfnf7BbEm5jKhu8Sbr2ZfxP0prklweBMP\n", "RQwmuGGW6U7msuysUinTX2P3KpNd9I9zrMlckds28a4WM30c283WZborlDv57BgDJ/nrLA8u0hXx\n", "9mV+YL2j+BuZ0BEcE3P58VLO/+96nsDW89j26psSc5mQ5yeG6auwp5O+MSrzIX6/NEghQSnD2X7m\n", "ppBj0yyPD/BsmkKSqavJlclGvGmGegdLSWyheobWEkNt7u7jnhNMTjO+GO7rc32Mrn/u/zTLA1Mb\n", "+FrExGwYL+X8Y52dmAtAV4YbmzxV4b6reXOGJwt8vc1wH6kSj23l9Cz3zbAQMXglI9vRzWwfnRO0\n", "54J+/2CJ7gE6q9w3ytnTbG/xvojVYf7KuuNvo8yvj3Owl4UsTy4JZcaRePhLzGXG+Rx5b8GdeAbH\n", "1i/PXkijYl7PLDZ4NslQgc0nwijG6XnSK3Sm2TXOjmfpq7NwgKt3sPlqrsowmmTbCr0p9ibIdzDZ\n", "R3eTdppmhcp+yjt5cBv9c7y/i+5hbhtj3yBq3DXLDUl+v8hvjHLdqLifJOYy43xKPX8bPyMIsDUv\n", "rDkxr296OhnO8SsNbh5gcDv1EVIDnGiF8M7+U0x2s7CZTUOk5hlpsNLN7BCVNqV5ci2O5lhcpDDF\n", "wSTpU5TG2LzKyCp3l5jt4T0dvKnJPL7QQbLFT1eeSwZXO3goL57+FXMZcT7OfwF/caENiXm9s6Of\n", "n+zl+joPpPmjHq7t5l2nWE7wuyVON/lGkdoWUl1sztE3xMQoQyVKBbJrzBRYWWamQbXMUouBGZZG\n", "mJ3k7Dw7F9hR5sGtvG+W3TWiJtNFvjnN2grzET1tulrinX/MZcb5OP+/EmQXPuP5MrgPXRCLYl6P\n", "JLmlm59d4VMlZjcxtofhBplsGOa2dYnPlcmM0NFFJsdQnkoPM3kSGepNclV652lNkp4lOsEj+9nS\n", "S6XE4LEg23y8zVN1Zru5PsfmJONJZFlu8YUR+itkZ/hizYtLPCfZ1c2WPCfLHJkXC8LFvA44H+f/\n", "JiEZdsO3/fz7X31zYl4HFLm5k6UmBxf8TQPVdIFf6KF7D9c3OdvDWo3MBLkia5uYfyRUGN/UwYEE\n", "Oql1U8uRXKW4QrRKfY2pVabb7Bpib5ZrVjiW4MkuFq8i9yCluaDl/7UmNy3RajI1wM8+TCrJ2VIY\n", "AvPlRzxviMzfEHHzCD+T5foaX+nhVzM8PvGavZoxMReI83H+t15oI2JeL/R08o9HGE4y1c1Imy89\n", "yd4+BjqpXU0pG8I0289wZohfeyN98xwv874u5newpYdMRCvJSouOuVB13BGxkOHBAstJrjnD7AGK\n", "/Sx3seckqwmOrLHWYLhEXx+neplf5EyWqU4e38b2KQYW6M578cKHFDfl+eD6/IqdazzQweMpL7xY\n", "xMRcMpyP8/8FzynEnVsO94sXxKKYS5gbetjbJt3HB6pc2UniVq6rsW+ZO9fCxK3CGldP8XCKwgrd\n", "z7KtxFAX6Tpdc6HOv7jMVJrSIqkGtTLTq5SPhvtZ2UW1n/IyE/1EW4MkRDlDT5bEXjb1c7yXdo3S\n", "Mm9fJXsT8ydorXDVPKkxPnXK8/ta1ktAz40GrWG1LS4LjXkdcD7Of9VzH/Y83iset3i5kedAB9UW\n", "R5a8pBbOTJEfqoUKnbmOMA6iM+LDa5xc4uEddI9QnmQqxfIsixmu6aWrm4O7mU3QzLNYY2mBqEqq\n", "TH6e6hxvy9LdRc8yE7Pcs5+FMscy1OdZ7KNnEwcG6KqGRHKml4kSb3mAh7dQ7aF6kFse510Nxvu4\n", "d5YDnawV2Z9nqMFfpbm9k2sbPJLkS9PiqreY1wHn4/x/+du+/4+CqmfM5UGefzzGhxqsRvxuF58+\n", "5TtGLkoFeeTCGN0dPFHjVJu3L3J/hjtKzOyisY1cNuzUF6aDGudwN60ET2yhL0GrEKZ3PdPgsWV6\n", "kWqGgS6pBqvb6C9zYncQaBusMbgYykBX19i1wOFesllGkmTGKKXZv0hzhC1RiP/n15joZtsk9Twf\n", "2cyNKRIj4ZTx5jO8pc3HqmSWGa956XLQ9Ppr0fTi3fExMRcF34ukc1GYhB1zWfB9PXy4zpvW5Y9X\n", "C9xRCPX1hDj/j4ywr8VXsxxpcn+OgQJHy6QTXHuC/+/NdG7nwDK9dVop7GOhERK/J1fDjrszRzlB\n", "aibkCa4bIZpgeY21EqkeentobWEoQbPJRERPB7kJxltB86dURo65HINlVnN0NJkdY+UM5SWunqVS\n", "4HdKzJb5sTbTEbsqIerzQJF3LfHJBHcuvMwLVeAjm7gJJyI+PcuR2Re4XVoIodbF4aOYDeR8nP8T\n", "nvuQJjDo1Yv3b8Z/Xb/PNn4Tv/Yq3XfMq0L12xxU69zvk7xtM1cVSaXZ1RXq6bvPUi2FgVy/fZrt\n", "Y4xtZled4S4qm1nJMjbNDWf4yh5KHXQVyXTQk+bMLua6QldvR47aKg+sUk8xUKPaxWTE2SqdZ+hb\n", "YrnG3AirC1w/H0o7J/bRM0PuBOkyR0p4nMxTHF3ggTyfnwiloneP0Y54tsCuNY5XubfC+IvNqT4n\n", "D/aDQ/ximU3rZaBrvfzqiueSBhH7BnhXVyht/WqZr58Rl43GbBDn4/zf47kGmIYwz/fV0j+v42fx\n", "CDrwoCAl8dSrdP8xr5j7FvivY6wkwtv1qRaL3wp9pOgf4j0rjJb5nVEOj/LWp7hmlk9183QvA1V2\n", "LjN3Jb3DlCKWckz0srYYhNxWBmmkGazQyIXFpJGmt0xvZ+gHeGgLZ2aYbdMsMjhPLclKib9M0MjT\n", "nwtyD0d62D3NfI75WQYyTFU4vEJ0igNTzNb45jHWqrwzy1ArPM4DO3m2TPE0v5LkqZPf9qKkuHmY\n", "sXy4j7vOUkqy6Zzs8HDb86uIinx0vdcB/rDAdM+LnA5iYi44L+f8U7hDGNt4ITi7foEVwemPip3/\n", "xUSZT5zir9cTvoeXPbf4R2iymGS0Qb3KWid7K+Fn5So7BxhLsNDBQE8IAz2dornKWoL+zQxjphU6\n", "fdtpDhfItVlLBcc+2GC2yK5G6Pw9k2QgyfF+slWylaAGOjYTwkZzmymuMr3GSjOEchbGmcIdX2fb\n", "HIkOqikSba7Kc3ONE21qAxxohCml+1Zpd3Bfp6ANsc7Nw9ye5p2rPJzm34zy+CqfLvDeMo9luP+c\n", "WcQwmuaKc8pDr60xmuXIhX33YmJehJdz/g0cwlacuMC2bMO1uO8CP07Md0+Fx789gVmgkGdqmbsi\n", "vpgL0slPZfnlTmotNk2yupO3VznWCsnd5DI7xnlqhMMjoT5/W4pcRDvLZIlNDabTVBPMJpEg2Wa+\n", "TSZDd4pyRFedwTVqcxS7GUmzXGZPnulRJmp0PUpjivllmmvsbPHzLX5oKuRuP3QFj0T88QjviVgr\n", "0FPgHRMMN8Ne5AsjPP0t559kd453rp9+rq1zdYHPLPDvWvxBB0s1vjLleVVBZ2phdsHbwkvnr7Mc\n", "Wb6wb1tMzItzPmGfXhzE/ULZJyHO+f5X0Y4O/DF+WjgBnMvt51y/e/0Ss6Hs6uNH+hiL+GyJTxXZ\n", "P8eJNZ44yPB+Sn18+SpWFphIM9dLfon7B2kNMDNGOkW6J8g8t6MwbGUuTblFPRsGu8wmmWswhHyK\n", "djN0205maFVILzPZCjX8lQSbW5zB6mpoDmsKpZ5/u0YyzdwwqQWOJPi3N/KW3Vy9wDNjlKeCuuhM\n", "IUwqnU0x0WA3nk4I8fkWR7P8comOBlcvhgSvOg9PhssLsspvTnOkPxQE3bvEmZdLIsfEnC+3+i4b\n", "cs9HzOqF7rCNr3w3D/QSpPFngnjcr77A48SCWxcXKT66jZ+qc98IayMsdLN0nMkFZgZ48zauzIWw\n", "zpcL1Ba5bpCBUR4YZLqDjs28ZZGnN7E9xXQi7IhX0WiGhSGfQ4MzbYpJEi2SDbqQrTFdDvH8teXQ\n", "WLbUDlr+1QqTs3iUk0mKKXqqVOepHQ3lpNMtrrmS3WuMnubYFp5ocPUTzA9zqIPex0Io6ZMV7vrW\n", "ybfIP9jFDV10J7gzwRceZep8Y/ffmh8Q9wrEXEhe1neez87/7lfFlBcmEiSjn/Sdjj/mNaenM3Tp\n", "rjW5dw7l9V/khPeqFr6W8EgXHR2hk7bVotbPYo78AXpK61VCDTJFZrpC7H2+i11ZOgdJFMMc3k1R\n", "CO9UqlQyIRSTTIZS0JVEkHjYKaSGGkmGq6GevyXkDlIr5KsMnaTYw8ES2WJIwEZvpLHKrWV6mpzY\n", "weGreOZsaELL9VCa4tBOCk3mazxaozLBow1unOTzTe5aDHH+6Tp9HfzTeYpznExzY5bPfjcFEHF1\n", "T8xFwfdS5/9q8hb8CB7Dw+s/+xj+csMsumzp6eQnR/mxNZZSfHyM/3KSvd18sERvm7uafP40X6vQ\n", "3Bo6aJd3EOXYXaFd4dBVQaJhJMNkNpRmdgjNWFd1ki7SXaDUCCGeXMTJekjGJmtECTrStJOUWlSi\n", "kHztaAa/eXq9iWq4TFKoErruUSqjFLpCmejOMlLhOQ2NkjlLvcJgMoSURhth6HsizUqO5AgPdXL0\n", "Gbp7ODxJ+gy/uxp6EP7RVm6qhcaw/7yJL0/zI4u8tcLJBAtxvX7MJcdGO/+/dn7TxGIuOPtLfKjM\n", "ziaavD/Ff+vh75fYL+zavy/N4TZfP0VzFx1t2lWuy4YqmZ4mg918YzDsuBfyjNRoLjA+wslsiOXn\n", "E6zWWYlYTLGM4VrQ5BlN067Tlw0zeqN2OIA80yLbpNBmf5lmlW1NzmaY20qpm/ks3djdYjxPIgqh\n", "mUYPUqSWaVXZtsjWNl+pMjtKtUrlGf6nEzw9yJUtNi1RzfLJXbx1iWaCZ0q8t8nTO/n1ObZM8qmG\n", "eAhMzCXI+Tj/QWFbdi57hSqgmNcN9SZ/MsiX8rTbHGwFhYLpdW39W6s8m+Gruzk0Tdc05TWWe3ho\n", "L91ZGin6erASwjaFNOUkXWmKmaD7M5II5ZVnspxeoZQiUwmnja6IeouVNP3NEBZvtRhNELVQYTYd\n", "pJw3N8Mg9lqRhRI99eCDq8th/HR/g5M5FlpEXXTXaHSROM1cgtlB8qu0aowcIZPihgWqg9wyzyMl\n", "cvO8qZu3TXO6g81Znlql8wjHC/ynCktnxfH7mEuQ83H+9+Dn8Skh7vu/4h9i3wW0K+Y15/EGt/by\n", "znLY4ernHzaZ2cnqPEf7ONYVnPVNHZSGGd/EWp3MEN19DK1xqshUlmiBZIaOLLluCi0aGfrazKfo\n", "alLrobNGtTc4+8V2WBjyQlw/KYR9JhLBSfc3WFhiuUguxXgnnQm2lklX2LpGeYE7U/QVws6/sEZ3\n", "ncNVMqfJl2l0UHyKvjKTgyHnMFgODn26QX8VSWppOue4NxdmDuSTPNviY0vcX+VTqyzF0s4xlyTn\n", "q+f/m/iAUG/3NN54AW2KeW3JIAoD0t9+LMyyPbST7Xme2EY0x18eCJOwhiK2jtHoZcc8hX6e6ORU\n", "ip4GhSypVBBuO5YKu/XBckjqTmcoVtnaoJZlNUuiSa3OzhL9ieBYJ1Bvhx17vkWyTqURSjxP1yku\n", "MZ/m8VJYALpbzGborAaN/6NFWifpnKQ4wEAqqITuOkP1eCj7PFVj9yKZKpU1nox4JEemSf5pPtlN\n", "NMXRJIk5+md4sMLZMbadZCHBX6Q4U37plzYm5uLlfJz/hNDl+zHhePsvfWctfsylQ8rfKE/u7ea9\n", "XSGOfkee8TJnh7myn+E8Ozp4sMrBAd4zTrbNsUGu6qc/wzU1ZoZZ7gyJ26VakGQoRGyvhUHpp7CW\n", "IR+FRq1vNlhb17fJZkgUqKSYSVFrk2+Gmv+ddbR4JhVaTfpaIWeQ7qavSkeVXDMkjcfazHdwdo6p\n", "k2yuM9HB+4/TV+S+LSykmEwzm2coy9AC6dGwGC1PcOw4J2sM9PInDUb6aC5zdpqzSczz15PsT/Pf\n", "stx3WqzcGXMJcz7O/0vCAnBAEGL7bXwV//QC2hVzYSjxnv1szXO8yXCFXx4PvxqN+L97eONWmgNk\n", "F3jfBGsDfGM1SB+sbKOwmWQP7UyYkds1SH86hGtW06HSZ3WFRINyimqG7jWiDpZzYYD6lgb1JIkU\n", "UkEtojNic5uvJLiqShRxKslIk/4kEzlyK0y0Q4hoSQghRYLcw0IjJJD3HmVblfndHMnTLjMxF/Yr\n", "2R5uq7Lc5uwuNmdoPsvmRZb28ffmSLV5ajeJg7zvEH+0lT96hLlFRrvZ3x+Gvhf7uasqnugVc4ly\n", "PpU2v4EfxQIex5uF/7yYS4sU77qeD4zwgRK37qS0g7sz4dc3VULpYzsfKm+mevkPt3DfVUH2+K79\n", "dG+ltxaE2RqbObQtzMLdUqMTO9vBie9Kc0UHUS+1DjryQU+/rxVUQZcRJcm0KUastZlvhj1Gpk2u\n", "zvE66mQSNNrhdNKssxhRabG1Gur7e+p01Bme54YK0Rt4spfH8xzDl3Ih9p8rsjPP9gpjxdBrsAcj\n", "LZLd7OtlqBKc+ofqdO2inuPmNkPb0ccHh/i5Nd4Yhaa1bfuEpoe4ETHmkuN8dv5/+m3fN8QjHC9F\n", "sgwP8q4VRuqUa5y+ms8u8MUq4x2MDHPFDK0uMvupFuk9y99p85d9PFNkzzTVfEjKznQGBc1ymcE2\n", "K6mwQx9rspoMdfs7c+xpBqG20y3ORqx0kUmGUs6ViE3NIM0w0aazxXSOuSTbGixEQRhuuMVMnvwU\n", "iwXOLJHOh2aulSg0hp0cCYnl1V6G1zuMty2Gpq1cgbFVTm8ntUa5lyOrtAuh1v/UZjpX2FRHg0KN\n", "cneQcnhXkh9IsNLNny5RGmTvAD/YS/sZHnqW+57xnJBbYv0SnwpiLlrOx/nfLGjs7xdixUnhDF26\n", "gHbFvDLS65em5/Tk20FsbTHBcp5cCTVa+8NBrjHH27rZgi/XGa3T6mVLk5M9DGZZ7KLezZ4lnlwX\n", "W1vMM5PheAeJRKjF313nr1Lher7GoQyJLJU8mXqQc2gKoaJKPYSLqi1SLQbWa/t31kMeYEczqG9O\n", "NSk26MuE670Nsms8nqGSY2+NbCnIQmwqhKlfq1HIDxwa4WCZQieNfkamSSxydDksJKUWHbMs7GAh\n", "y11pCk8xOUZ5ms5VNndydBtP17ihQaWfm1dCeevuPtrL3H+SsW5uHQgnoUfKfH3Cy5eCJsL7Ew93\n", "iXntOB/n/3F8CJ/GDfiwUOcfc3GyPlHqhjZHE/z2Mm+IKKf52iofHwjDUbI9bB8PMgfP7qSUZ63F\n", "s7vZlQmOvyviykSI9fcIEg1P5EJdfXW9wWupFKZntauIQhPXZztIrYZSz/kWpQSldtDl2ZIPCeFi\n", "k/EEUYql9aqfLUKT1rTQ0TveYC0Z1CW66qEu/0ieXUu0GmHxyUWhR2F1JOxLrq5zOEkxEU4Dcwl6\n", "1xgqcDhBeo76RKjYKaZJDnLNIww/wSNvCw1m3YfCQvnZJn/7MNuGQz7idILpK7mzwFURVxxiYoDG\n", "CkN5FPmDnYo7AAAgAElEQVTwIP/7StAp+nSepV4OTr/Ie5XkhiGuKLLc5L9Pek48MSbmgnK+Hb7P\n", "CP9ZTfyOMHzlX14oo2LOpbeDTbkggbDY5LY+MhH3zQaZ4ucR8beHn5so9VCGpQPsOsvMDppjTHbz\n", "cILtq6HefW07jT5SUzRbLI9wpslYg+4ch3aR62BzlfoxxuuMd4WTwJY2MxFRncO4th0Wk0Qh6PlM\n", "N8hXQslmo8FiNtiVaYXqm75mkMnPtGjVOZ0OzV6pBslmEHObTXG6TW+C5Q6WI7ZlgzbQeJZcJiRp\n", "ByNORSFMk8TZVJjt28zTTNJdDaWd2Qprabb3UFtm0wqJbUyn2LHKw61QPrp5OchBPHgje1ssF0ju\n", "J51lU5rRJc7spHI8KHU2yrwrTztHdTXkKN5SZXNx3fmvj5oczXG6ysIy+/r5SCcfWmEtYnSUT5zw\n", "vDkAMTEXhvNx/qtCXd6j+A+Cwlac4HpNGO3hnwzw5nrYbR7v4V+e4GSGP7iOb04wM7G+CKSRpFEI\n", "EsdTLb7Yw64kk8Nc30Ehw3iKN3Tw9X1haHo6SbPEyhYS42zPBec4vzWMah4vPFemme0mPUAuF5Q3\n", "c60gk5CKOJNjKkk2yRVNsg3ajVDPX0uH0EoGB5thYEtPK3QSz9boq4fbbGqEZvKoyekUVwnJ3jlB\n", "prmWDI1W9Sx9UQgB5VKkauQS4YTwbItNbU62wkCZpjBfWJpix3oHcY7dqzy9QOcalTEm94b8RaJG\n", "spNKlusSYYzFmfVeiDdN8cww9Xlms4z3Ua9xvIvrn+amZZ7u54vd7Fnhs108uRLelx09/GRvGOjy\n", "zX7+8wpbtzPQ5HO9bJ4MpzVpsfOPeQ04H+f/YSEm+ZPCyMUx/N0LadTrnIixLnYUOFPlyIIXjglH\n", "fF8fP7UeQjhUYHua+0rMXsH/kGakh/kid7a5dhP5zayW+J15Cov0rTHbxWo5hGcK3RR62Z7kzCZq\n", "DaIK+XyopR8fpXiSfSlOrvHgALtaYaTiXHd4rMEkmyohPNOKQh1+NhMSu5kW84lwSkk1qSTpSbK9\n", "GbpoEynGhcaqrRG1JkP1oAx6LBnCQSNC4jgbMVhnEcPJUGE0nOZsm6dzjETMrg9nH2uwUg12dDd5\n", "KgphqBa628yU2TXDeDcrp1ma4tFiOCHMdDCfDP0CZ46TvCIscLNr7Hs6vG7pU1R6OZ6muhb0hDZ3\n", "hlxAJmL3BOkRTrVIn+UPRumPGKjzM3X+eAvbMiEkdWoohNLefDVDE1xfDyegzw/x+PyLfBbOh5Tw\n", "hNb7I2JiXprzcf7H17+WPX+wyuVIkdEMZ+rCieh8EnSpUEY4luPYKs0UP9XFOys8keffFXj4tOf+\n", "YdNc2xt28OOb+cMZtq9wqpPWKNUhPlijb4Vqjc/t57Yurl1iX2eopb97O/kZlg8xeIL5fdz9BraO\n", "ciBPc4VtbRZLoXJnAOM99FToWuXQ1hB6KVVYTtGfDRr4K0kaEc2Ix1J0JWmlw0Gwq4koOO3FTIjh\n", "izidDENP+lvkqmFO7hqeaNGbDCWf06nwtZkIidJUO4R2JuohfHJjxPGIXCO8PqdzQYJ5rcF4OpwE\n", "1qKQs+gvk02TT4eTQEeNJ7PBxpNrQWROO1QI9exguZvJMm87w1x/CE9tqZNYxQ56l4J+UCNidjbI\n", "THf2kVoi02DgdBCqa+SYHMFJjpS5LcsVVaZKvDfJnRkmsvzQ+q7+ySicaj6HrRkeKvKp4166cexc\n", "ae1zFomeTn5oOMwNfrzJ5894LtEfE/OCnI/zf59Q2rntnNu3XXbVPqM9/PgANzaCjvxvLfDUtwve\n", "fTsRbx3lZ1PcWONfb2dyG31nODhPus1btodd5DMzPDXL+8Z4f5ZoMIiqTXfyTCLozRxZYWcfj/RS\n", "n6K5iR1jofO2MhYiBntaHM6HRqipMskIpTBD19agdZ9bDGWQS/10ltmyLlPQjnh0V9DoaRZot+gt\n", "BhG2TDPILPe2Q/hkRNitZxqhCStfD491JGIiIrXeQ1JMhXLNDjTbYTCLJukozPNtJUivUVqfqTvY\n", "IGowVaeZDl3CK8nwcRvPhOfYTjIVMdEKC0VTqBJKYDwXnnt/xESSSi087qkSA9NMpsIuvjFOaQvX\n", "z1IfYn6Q5BrZpTAIvrhKq0hHhafGWekIobStNTafCTIW/dlg1xPrPQLtIg80wsnqbYuhWW0izX/p\n", "4anpUDU12+RImul5rmpzy0SohjqcZuLFPk8RVw/x/s5zpLXHhV1+mg8N88ur4YT4cJrV4XOGz8TE\n", "vCDn4/x/FT+EJ1y+x8kEt/Xzz9ZDMO/GyS6emvfcMPNvJ8t1m9i1jYlpvpjiHTkORvytKneOhoHl\n", "N5b5yCrf7OKfp3lvKujZ31glf5pfGkM/D5xmzwyHOml3kdnDNVkWCmGY+cJuHqqwfZHEEk/tolzh\n", "yhVWr+QdJSZSwSlODlFohFLIZMRMIuzO5zKc3U56KiRrT/YgR1ciyDWXohB3Px5eEssNBhqhJr+Y\n", "C6GeufVhL52Cdn66zYkEZxMhR9BElAmJ345k+JvFQkgKz68rea61g5ZPrh2qig82grhsrR1CSflm\n", "COdMt1hNsFAPZaJ96RBa6m2Gev8bK2FcYylPPWJiKQjNzQ/RORBUPvNnQ/I73whSFr3r72c1waP5\n", "kGsYG2DvBF9eodkkWSLZy0qdgyPhlBWNU5hib5qJ/Xytm2dX2T7LkynOHudL2fD56V7iTZP83igP\n", "50KO5s9OevGQTxfv6Oen50NX85U5Tvbx6CR6g7LqF/CB1TBTeLAgnBDi0tGYF+V8nP+4MMP3Qjj+\n", "/4L3CFm+qy7A/b9aRCFZWTjnR9n1n78gST64iQ9HzNUZ7Anj/n58jceXuCsfQhUnC2Eo+fww5Xqo\n", "WKm2w6IwlWGuK1TQtJc4tJstS6HZ6Wt7giM9XQ51+J3p4BSn+jnVoLgQRiXWenlsG8VNYf7tpnSI\n", "L7cSrGVDd22qg1N5OpYZzrJ3kjN5GvUQPim0g9NvpcPfNRshnt6VCeqcHRFd7VAQNhNRbrI7YjgV\n", "BrNkmmEBqLXDzn7z+v31YqnO/Lqmf64eThqTibDDjyohYTuQYKXF6roaaKnFcCI497EonA4KQvfv\n", "Yy1qiZCobmVDN3BUZ6jM1uWQkJ4coL+HPY2gUHr/dpLzQXJ6PGIGy1kS3SExvWOZW3o43MEVp+hY\n", "pN1NeZSDFRa/wtXd4TXs7yFf4g1L7JzneC+f7+fBx1DhrmfoGQmL9ZM9LM1xIs/UWS+6idjVxw1b\n", "2N7HJwu8eZLt9fD6b9vG+3YxMMzBJF89zC1TnKiIHX/My3A+zv9fCPN1/8pzVQht/Mqr8Pi/g1/H\n", "f30V7utCkBQWvWYYuP2bJW6p8nCGr5Y99w8bCa/l+oBvHezJMpditoNGKYQjPjXJVcdCPP3zEYtF\n", "fmk5dK7esZ3WJB9f4v0DHB+jton+o6E+/bpUKM0cH2RLIZQcZuaDHMNqm1NrwTG1zpJu8Lan+Xqb\n", "vT3MllncQ6IU4u2rKTpaYTecbZPMB72baCk815kkjZEQg9ekL8lsRKNFNSKTDjH2ZIJ8m6UWe2oh\n", "lFNphXDz9HouoJQKNfqTUdAP6m6F9NFSMpR15mqhZt/6KWGiHU4kByLK7WBXb5t6I/QZziTRDonl\n", "pSj0BrTSYSGbbjJZo9oMuYu5dDhlNCuhbn+uwPQwe9eor1HO09VisUX9UBjU3srQPcm1TSZGQiis\n", "v062ytouTlbYVWBnJchFP9xNMsUN5fB6Lvdz8jipwdBrcLrGs/NBDK/c5k9OcWCYD6aCiNz2JPd1\n", "cf9pvnDS87uC83ywj/ctcKyDfUnu7SNa4bFlPriTj83z13nqm5h8E7/1IF9/4EL/Y8Rc+pyP8//X\n", "ghhLTtj+vprcI+QSLjYy3DYSKjTONvjCBIem+Fc1duU5s7pepdNGkptHuCkf1B+PprmyzdmdIcRw\n", "wyIHa6Gc8ivrVTbJSb52it05/p+3BC38fIa3tWk9y9LTpCbJdnCil6FqEC+bzpAb4Kbu8NY9MhrC\n", "MKu45lSo2rlvB0dmgxTz1S2Wu2gNsNoIWjgns+HtXEogTa5Mohqmcp3sY6ZAIkc9vR5+SYaY+3yL\n", "VjmMY+xMUFwv1VxJhrh8zypPdoYkbqsdHPNwFHxZhOlkWHDKiaC10xLCPJ2VsCAtJ4OjzbSDw57I\n", "cqARehvqQhhGFE44UYvRdtjlp2qsNkk3g6hcaZkjWcZWQi9BusC2iTAroD4SZgqP1KkVmKiELuLG\n", "CQ48ycxW9IXTzulWCJP11cPifKyD+R1B1XzHKdop6l1kB3j0qbBQtPrD6WZ3kx89yF/0UBjg+9/J\n", "DUdCvuV+oWJouMU7amEXn8iHYTj3FllcPOdzmAzyE4fyTGfD6eP+Mk+fZKFMZ5L5DFdEDB8LJadv\n", "PBtkKe59NZvF1nsU8inOVDw32znmEuZ8nP8I3nGhDbmIiILj/6WIN62GeG1uhM+c4Mx8uJzLtf18\n", "JM+7y/y3PjbvozTH0RHKAywcYWGEXYs0ltk+yW8n6SiydS/XdjFVoL+DRAerWzizPyR0Nw0GsbSz\n", "TU5sCt2ng8WglNmKgrzwvR1snWV5NEgW75zmsQKnukPte3eD7iiEk48lQhhkIROqa66qhRBEhNMF\n", "JDi5Hq5Zi8LXAibboSyzlgjhm1qSzjaJSgiRRK3QDxC1Q+gm1QoTuMrr07naTQabweaxdph5eyjB\n", "Qo191XX7OkMcPxWFUNKS8DjjCTrrIbF7OkGiFRae6eT6Y2CkymqLWjnc1wD6KzRq6wJxtXBa6Y/o\n", "nw7hnFyB8SJLJ4N9rTy7ukJNf6OLiW7qfUwvBpG4TJPeafqHKfbxRMS2J0KV1M6B8Fq+c55PbubZ\n", "EX6uSk83f7cZykWPDfGmp8Pu/Y+HODLBO9Zj/MuJsDB2RqG0lfBeDIxw6hquO8u7Z/jLLn5/KlRZ\n", "vbGXrzUZ6WV0kIfSnFymkiE/xm0Rd8155SMmI24Y4aPFMD3t7jS/deYFGgxjLjGS53GbbUJ27+gF\n", "sqEbP4xPvMDvbse/Os/7SbCrl+sHyGaZqXrxPEXSc3oqkOKGYa4fDJUsWwv8zBonktzXE6Y9TdZC\n", "C750+NuxTvqLdF7B9UWOdnHXTm4eplSkuYe1IR7Ergal3rCjPjXIZC/XdgSVjB1djO9hqCdo4jRG\n", "aW0lPRZqwFdXGSmGpqhcO8gRtKth91weCA5Vcl2HZ5n0CrOt0Fy1mqaRCENTlntIrM/I7c6EXfVj\n", "6TAiMbtecplIhNuPRqFmvx2th1eqwaFXhFDQlogozUIyxOwbjZCDGGozX2OqxlAqOPqoHbptk+3w\n", "0uXaQV+o3WR7O1TD1L9lRyvkGUrJsIgst0J4aDwRpCHWmutyyhH1enj/xmthoVpqh5LN0TrpFkMr\n", "YU7w2hpzjRDeaXawqxKey5kWJ5fY/CB9XWEC2Xw7tLGcHmSwI5yKVqZoLoUehCvr9C4wXwiNcOOd\n", "LFfDolLvD3a12qythuljP32WpQLlniCqd7IvNNotFfhGRC3ieI7xZb5e5t6Z5z6zV+zg7+zn2jTj\n", "Q3yhwPIkq4VwAv3RNs/ini3rU8bm2XOWZ3bzzhP8eD0kpe9f9coE5nL8RD8/u8ruBtfVebiLw/Mv\n", "/6cxG8jtXsZ3ns/O/ycE7f6a52Lcr2Wp5+3nXL97/ULYrn4rJt9m5xgf6eDDSzzSwb/Pcc8pzzn4\n", "HBKMdvADpbDDvG+BgzOhHPOfJ9lT54kMnxjkz2uhg3N7noEMt+wNk6h2znLnFg6sUU/RNcCWaa5c\n", "4/EtwYmOCdLBRzL0lxjvDzNkB1uhe3SsSLoaHNq9A2FnONAOSpPdubCTnujg+N4gINZdoecs3YtM\n", "bmImGxqcRpP01UiVQn1/M89SZ7hdx0hwWh0rfC0bdsu9yaCl/y1nUGyHkslCMlSxFBLB8W6KOBaF\n", "OHkRS2mGGhxJhb+dT3GNcPsJoRdguR1GLS5GFLPByZ+thwVnbr3hqZYM+YZyFGrjE2mGmkHbZ61O\n", "JhPGNkbN8NiawenOt8JYx2+Vhq5GQatoPhFOC3OVsEjmW6G/oFAPj12toDuEglLZUHI6UwzD35eX\n", "2Hc2NK01FoLzfHYbQ0lWykHLKBWxa54HUhzPs+9kkIB4sJ+ZOgemuPEQp3YFEbuOubBAPFPgRCb0\n", "cZxNMVwmNUCih/Gt7J/kmV7+zefYtEZujYOLnvv/SnPdNj4yE6qxNs/wa6XwnK6LuL4aQkrbu6k0\n", "ufLLQTr72ACled60xP4m729wR4HDr2ToTLRe3LBOfv10FnORcev65bw5H+ff8b1Y8ipy+wv8LMPf\n", "GmVXKjipwxHv2syVFe7I8Pem+FqBezKosm+QD3SFDtVcLz92NPyT/no3H2uGOP50Z6jAeaYYOjz/\n", "0wh928OM2cw016dYngsJ1++7LsRtU2U6p8NjHY/CsJFHOkLSb7jN5BoDs8GplHIk+oK2/Vidgc6w\n", "S9+R4olCmI7Zk2F7i8JqiAFvagdN+rk807vZcZyoHJxeNRtq9LuKpNY7YacLbKlS6qRylKVNnNrO\n", "cCEsStWIgRoLaU7lQhy80ApraDEVRi+mo6DgMVoLJ5/pdhjXfCoRFsFsPZwQZpNhJ7+jHTR1cuvN\n", "W6k6S1naa2FBW60FRz6eYHsUdsQSIcRRbbNjPbF7PEK0Pr83EdbsqXzYpe9shk7as4lw27pQ4tld\n", "Y1eTo82wa9+8TLEYEq1TfaGWf2Qp9Bwkq5TOBvXRapvZBnszFAZ5Nk01F6QuHu0Kk8aWitw0wewI\n", "ze6QRP5Si2+epDEbnH09xbNdPBMxXOfP+ihOcnaSg8/yha3cthTCT381xoEu9q2G1+/dOVZu4Ot/\n", "4LkNSl6Is61LYeyu8OgyT3eG1+LzWd7R5uOjvDPNzWV+oxHCU28c53AX9WEe3Bz6SNq10Pj2iqjy\n", "F+vS3Hsb3JHj8dlvu816yFBNLE2xUdztuY0x/MLL/cH5hH0uJH8kJJQ34x8JA2MeOef3t/vOo0vE\n", "bWP8e3ykSrnE6Aibavy9NcodHKpxKOIb88jxvw3yf6yGJOJb/n/23jxI0ru88/zk8eZ9Z1ZmVdZ9\n", "dFdf6m5dSCAZdFniNGBzmTWEvfiYGc+Og/XELrZ3IrTGBxOeWdsbbKwngvHEeM1gc4wAYYE4JCR0\n", "t1p9H9V131V5X2/ex/7xfYUENiBA4NhY3oiOgO6qUlbm+z6/5/lejwGXDDhZE6zxxABsI/A/OGTq\n", "qR4G3wyEg5A+CCMB4eLeKGwchtgQnExAGqVWVmKwXQejCM8bMIzWBLpssJ7XSD9Iw6wJjhQURqAW\n", "VAFYTus1ZJvgLiqaoeBTlxu0dPa7XdiJQ9evzn3PpXz63AgccagAOhGU4CgJ588gKOBQX52+0yE5\n", "ZdQG+17FK9dR195GE0DFqcUpMRvkenLxVmwQ6kHMUvkk0HJ2j1O/Zw8V8X2boCBzINOXcyC9/Zwh\n", "M5SBpgufTVOAEx0EbmT6qiIeoAV0W5qwNg0Y2GGqBzd3JPt88TUz0Ov09EW8Bu06cJwdOZ/dfU00\n", "RVOfXTyitZN56/30FuXc3YuIPzl8VSRppw+eChxtywy25IJdP6Sq0uXH+nDVBf48HFlUKqhzFDxV\n", "aOVgeQtcV+RvuN6ElR48Pgr5LNRMiKbAaMORDIwXYCkK+1eh1oSxFLz9JPz6KBxOwTkX4AS7A54J\n", "wcM9+MA6GGEoHIf9HmS6MNiElTh80vJkxHJqKM5Owl/34NomP3pkhPVer5pw0Q6P2ODTBdh5GSl9\n", "OKnn69f8EInAmSbf2/vys+und93PqwD7/CSvX/7BX/LmaSi3pV54Y0wPe/kAfLoKD9YVFzDfhY0S\n", "/NWIQse+BTx1Fd2Ebhi3uh+XBUvsheBvB3DeBbtL4KvBV4YhkdZhMlGSZd5bB8OAbBquJZQh4whL\n", "IhiwK2IgNyYoomDoGVs2JS10+aDuh9MOmCzD6TiMJSAYQqsLE4KGhjsw7YeVvCKM+01JFjMhiDfh\n", "RBHyfgWn7Rkq7v2TL4W05W3QdkHGLnfsWhfSeegfErySd6gL97QlEdxNS0Nv68EhRHxuI4VLsiOy\n", "teWAbZs09V4bbCCitz8Qdu+z3lobkOuLnK12Id6V+ibrUixzxaHcnIElz1x3yJfgsUu9k0dfZ+vr\n", "9ex34EADOj7BOb4ejAxg363/mNmHY31BRjsDhbzFbTpg3D1oe8Fbgfi+sn7sbkuV04JMCmINwTV2\n", "J9QM8Hc0+TxzSF+TaoGvCf6m/AwNQ5/XVAFSbYjHYGlS8s0SYA/qUK7uQ30f5gvwjSDMAu0o3Dks\n", "FdP6jTDagOWQGuRMR5xNex+mQ7DXgtlbYD4F9hrclINOEz7ehxtC4gbu9UD9OAwVtXZyLwFPdARn\n", "7Q3rcztkQrEFDw7DqAsOd8B/AJ5YAFwwZogj+aFJ4O73iKX2wDsj8BFrp/etDmUXfW31h/z5P7v+\n", "Ga5/7uL/Cq7/2IW/nYbxKbh+DRbCcOJ6mMyAuwGPmMp8cQWhElcHuVeAgjV+Jrzw4BgUWjCVgU96\n", "wUhBy3roJuKwXofLEZh1qHudskO0K4K36oRwRd1uswv1ELi8IiM3fZo4el6YimuRSMsDJy2S8OwN\n", "imMeskEkDIOYSNC6SwqPgUvZNyN9mX+MGpR6UBrVa2/b4EoQooYgrVYACsOCdrII8++6hXHn+ipk\n", "vSZcGIGkoQIbdskTsDMAW0ld8mwPrtgVrrbrkmpnsgoBpwxWBZsiFmwDWHSoAzfRtq4ZdMgtDdRh\n", "1y1yuG636BcD+paPoDZQFHPXLqVStQMdlwqft2dBP30dIr2eco92g8LdPT3dnrWBuv2CTZh/oCfy\n", "O2OHHae4k3ZTZqwlhySatYGW0de6livYLY/CbgjKAZitKk7CWwVvAI42FKGRDYK9I4jLaOmQ2BuC\n", "DT/EM9AJanF8Mq7C7zQh3YLVGBTGNSV0/OAqgXta96fLKTNa2w4LC4qBXhsGsy7pbWIMJifhddNw\n", "bxd6w3AmDr0liOzB4SocCYE/BrsJLeIxcrA4CeMzgiXH+jBYhxNOeH5aE6GnCfM+eOGElFi/VYLD\n", "PTjthP+yD1ulV+HhtAvefPGa7UnePBaBYxHd2822fBJPV9Ch40AfbI/vTURb/Bwtfryp5WfX97le\n", "KewTRdKUUST9HMGav3/C1/3gfBhucMABN9j8YNwAR9qweFhk5N44PNuAxK3aMVsPaPn3wAPFOrw/\n", "DUN9WEnCIylYCsD7M+DxwkREmTi2GXhNH1Jx2DHgUlR6/HJYGP+FMFSrMHoebCFpxJfjgJVXnzS0\n", "0SkfhsGYin15TD/vZlNkXG1acs5AT29fxq6wMD+wGwXTA4MABCyS2W1XR+93wXxHRqJKHLBCygJ2\n", "HWwFj4p+oCvIKDcsQrbthiE/jDgFYWR6MNLU6zScgmdyA7jolDPX5VS3WbTptmi3ZXjy2yQRDXbB\n", "44CuQyRkDyhYU0Cso4Ox3NcEUHdBui+1UcgubX7Hil3oINKwivDoUlektWET+dkYSEl0uKHXWhjA\n", "NZfg8LmuHMoVmzrzXWT+8nW0uetSHxw7InP32tDw6/2ZCUAqBPgg6pS6CD8QktM5Vbe2he1LyRNv\n", "w6hXBHXTCba4FDd7DkhsQsmv+yM50Hs18An2iuRhchwyr4HxmJzdSymIJhSPcdiE3bgcuMezcOO+\n", "MoGCI/qaabcOot0UPNzSroDZqIjwM4cgdxDaI9AMgzcIN9e0O+CWlgL/ljywdwRMP8Sq8N5dKHkV\n", "B3L7Nry9Abe04bkwXHnRp/KjXDZNxumAYk5me1q/+bd++O8D+GAYZuIwexSOTcDNVTgWgKf78J5h\n", "eE9Ez95mW+tEX34dHYLfGIZfDMBgCJZfFJr8qK/1/6/X/fwA2OeVFP+PAv8JuBW4F7jP+vNff8wX\n", "90qu++Gt5yQ1LPvh5hasTmkUv6EAo1UVvEYA7nTrxnZPS+ccBIIHhNmPumAoBd5hcE4oRsE1DFM2\n", "JWXO+cG1B60G1KegNCTYxmWHREXLQPbsMtE0fTIijRYFEZVCYMQhOwM7wxC1w3YEomWtSkxWoJGE\n", "wpA4BdMv5++uQ91s0AU1l4pS21CRT9tEetad6obrdks/74BGVzBTuq8dtkZPhbc3EKEdMMDv1QEy\n", "hgUvdIRnJ5oiqQMDeD4k2WYCOFmSHt7VEExUb+vwSdiE/Ttb0HCJYI85xClsDDT9HDLlph0ArqZ+\n", "puHQAdS3afmK3yGJZtcB9Za68I4hQtIO2DzW2ts6jDe12MVpQVOLXklgk21t/SrbYcemSaHVhEhH\n", "8FK5DSN70KxBIaDDIxHVlNcJ6b9tuqRmqlpGtagTQl3Y9erQCzQ1Ueb9MBiBSTccbuo9MT2QLMPM\n", "CrSC4ArBwU3w7sNeHFoZTQPDI+AehoNe8ERhLwX2MKzHwQzKuFfNwsG8Cp/d8l1EfBAw4XQEzvbg\n", "8hVYy4LtZjBu0hKYgQ+KQQUDjtssxZhdDu2MXw2z2dFSnpEBXAzD+TB06xDIir95KKX7NIBc4Rhw\n", "WwoOxORQrrxcGWQZAQERNJbJ83AcPjwE/9KSCP+lD77ehQdLkHbCa0M6+N46gPmeDqWbC5AZhz8v\n", "K9n09V1YjcK5Ci9Jsr3w2ynBSOcickWPpdQsbNT42QHww1z38ypg/u/FAjFfhRf0I1zpEXg6CRvP\n", "QyOuTPZ+QKqOtQTslMAd1INmBmEmolyazSF4WwVaEei64O4cvDAN7RBcmxIR2jOhkIexOtTmNcLH\n", "gXYd3rwD3UnIN9W1FkegO6VCVdjWInLHCEQCkOvKSZrogREAs6aHOFiHvXltndqLQMpQEc87FQrm\n", "bUDGWma+75Q+3+dQlx3oQ8YpbNnnArcTNgeChYJ22HZpC9Z4Hwp+fT4xQwvLa15wekTEDhA52nRB\n", "oQ7pIqw7NcydGAgrLkdgviaoxF7XYeZ0afVipyWYZdhurV8c6PAYGoDDhEoXKjXwelSA4ki+2UAQ\n", "T/pje34AACAASURBVM+h9Y82FIfcsIs7MFrKBPJbaqHRAeBXXHYLyO2DLQgJQ3LRYavbX3II2pus\n", "wkQGttMQLCmptBEC54j+fs56//CKE2gYgslKNvEG/T5c8oLhEXHs8um+yvcg7NTBW07ofUoCq30o\n", "uuHpYfFM7QL4StBuQdeE7pC67dwwjDXBZSokrx5R4zBch0IMgusQnpVH4lhfCqudvLiaZkA8h3Mf\n", "wh44OgHtBAzmxNPM7SmiuuiEUgHCXu1kWAgoRuSmgqag7TDsjkK9CMefgitD8EwMmiHwhmGsDB8c\n", "wB9Ngy+ugMBuG64Lw+ewICE3/Hwa4iHdu0ET3lSCb1oT6YcLej5f39Ln/n9vAR1IedSMXddQzHXF\n", "gKATrlo82awF48QHKis4eAn+set+fsgHswG4pwKGC+516r37nusw0ev9dtz1dymcokG4KSoI8LEc\n", "P3MoA6+s878L+Ab/PLtF74dffVAQS90O/bhy7msRFRZXW4FkKyOQ9oIrpkK77dSKvlAdFiNSP9gi\n", "IueiwPa4CDlnHFUaQwVq4NQBE+orMMwVVr5OJQRTIUEox+vC78tBGIrDjEvGG6cfYm4Ya8HADWUP\n", "lKvKgt+dgtfVYcopHL7mkCu15wWfG2ZdIl87duHNnYHMTqYVheB2KPvd3gVfG6qG7m+jKfTCiwpy\n", "pwuBjkLNbE5h7WHU0bXbStE0qyI7oy5IDGC4LRNYpSGNvWGHgA88bsE3HTv0PNql27RJxRS30jcb\n", "XRjagysucQcHWzDcVSfr6IoED/UULWFaxHCjLwJ5uilsPmDT82prKXYhax2Ce1aBjlq3Qt+jjn3V\n", "Zh2yyFcQG2g/wQjQCeg9c4TBHwIGSg2t+MDntHwCDr0vey7wtVTYvX01ub0uuH1a+ZgPSOLpd8Ek\n", "+jxLA6mBbA7YyoNnDfbc8HwEgj0tjr+U0u/aMMAc0nt9pAdjPd1ThTbMm3pPz3TBtwLP9iFcg5kQ\n", "hCpgy0HRC77rYSqpnKgJQ7HU1BUG5ynBRhcuOxS5ceyCDvgJN9jz4K9CeF+LdZKL8BXg6pwiGo51\n", "BGVujsFtfrjNpWK7ktDim90c3D4Gb07C/DAcOgiONPR24N0NeCEN736Z3PMrBjxXBvqw2QFPWjsK\n", "Hk1DNqoG4CkHXMvADX29F8sO+Du7JKkv7+gTUT0TJ1ywYaixONaAxx2wWvknaoQNTgzDbybh3jAQ\n", "kDrpxQMgGoTfGYHf78AbbeLdnjf5p7kEB0SCglMrg+/xNf9fue7nVYB9VpB+9D7gPciN+8tIpvmT\n", "vu6Hu59R9zmUB3MWZtMw54ai5bTNbkBrGYonRcTu+tQVhzsQ2LQekiGwtQWlFKb04TZD4I8oFGy9\n", "D+UWrLY0Ll9fgPMeeHpenXinC4cG6mo37epCHF5weZQ66XBLwRLoifBsWIRwuAz9kDiApA9SNhU/\n", "Lyp22NRhhy1Yp+GApiEduqsFB50yS9m60vYn3CrkzTa4a0rQTDWlUKm2Fc3ct4PpEBlq9lUknZaq\n", "pdeQKcjl0sFjuFT0Fp1w1q6MHNOAhEcePr8h+KdmfynqoYNWG0Y6yr9v5LWblwYknYKJmn11oHRE\n", "bHtsil2o28BVt8hkA2JOFW9H7yWpZ7woU1PLre9tdsHhl1Z/z6ko6HhXB8oly0S144SKFwhYjmaU\n", "rV90y8tgH6i5HJgiytuG4JKooaUuzq5WTrYNfS69tjKRXJaJrgpUmyJ421lIberr7UVYQtLRdy5q\n", "EvCacDWtvKN6FEYMOGit2dxsy9A1VIB6DYpXobipSe6929rZEKsqkz+QhOkk3GSDmk+rJ/MhWKpD\n", "qQiDGoSfhkM7YB+FXhLs0zq4s269n8NrUM2BzYTFObhjCmaCsJtU/tQLJ7Qdba4uhVVvBBbHIN2D\n", "4AQcCcKBIBy3S9r8QhjesAmf82ratdvgIQ98rgb7LxbmLiwU4eIYBJOCEhdqcOsyLLbhW3143Auf\n", "AT6/y3fKQvtwpqH9z1txcBfgbUX4r2H4QhUaDf4x9BOAP4jDR0x4fQdCLslSs5ai6cYh+Ehf8NNQ\n", "XzzSE53vgrdQLbn+ELx7DG4Kwawfztb58dzR/5zX/bwKsM/fAB/jO/P8f4rY27YNsjUIzsANIxCO\n", "gr8hJUy2B+4YdHNgryp5cTonk9Z6HDoFGMvB1SmRpb1RsE1qp+sBj+SBC2ltrHIVlea42oDnDsF4\n", "HcxV2K6A168uqTYs5UwXFPNsk/69Z1cm+7BDBCcDPfTmiJI4S05BHbmBcOeB9f4NauqOu16YcsBB\n", "O/i7ULBD0q7OtmYVquGuOs4Ju+ST1YAKfqat3BxHS8azMxG5cQsd68Cy6yDMtiFfE79gOCDa1qH6\n", "fBBaBUgVoRGGWBCO9lVcnR245tBtEu4Lb0/bFbEcbsCgCKUmpPfhQFaSw5gfVoKw3rHiGPwwHNYq\n", "yHBT28dmUGEebuvgKLVksOt0AR+Um3CiBSsu6dz9DRX5SBeO95Q/5Gxrakj2pTCpuDQFjZnquq8i\n", "rH7cIfgo0JKaJ9YR2W30pW7ad2rr154f9kw45JJCqQHY6gqfS/QsSKskhc7+EHh24awNShtwMqmI\n", "i4NZrXosrEEiAaMZmA6ovhUbOuR8W9DakrnNNaRil98V/9MagqMdddlFmxa9H3PKPHgurkMjsAsH\n", "z0HCB9+MQ/MY+Cd0UE1sw7WYILFQHpbG4Bthkd73+uGgCxzDkol+pqmJsp6G5SkV/1IHbtmG5nFY\n", "9sDiPKS3rKV1pgLr/jYC2TX4ozrMeSDTUkzGt68A3HMjTMxA0AtGCd7ggGduhuA+NK/AX2+ik/6f\n", "qiMNeP4KLG1DJgl/l5bo4F+14JQPvrKN3lCH/qRcMvq9eM13FV/y4lXvQs6lKRWgZDU5332F0/CB\n", "UXhXSdPcl93wc3UrJeCnddnR79Xjp7A75ZUU/xrwf/6kX8j3vi4PIBCS+crjhVJMN2Z7oHTMeFFb\n", "ltZbUrOE7DC8B/0aPBcEW0KdnNMN3rZ0+44g+BpSBSUMaCe16m9xGAo1JXGmBlApCZJwLcPjQ1oY\n", "PttWt+j1CdqouEWi1m0WkesUkekHRlPqxK8Bpxoq7FWbpHkhmw6BU3040leRC3bV6bt7KpI5m5y7\n", "ZUNEqwsVbJdX/ETeAdUYmCVwV+FACaIZmbnGpgXZXPCI2K6VoZ6T4SxldbolNxRMFZdUTgSr3yNp\n", "Z9sNfQvCGkbBaL2u3jOjKaLuwLbcyIYdVn0qjOfrsLKpLKT0DMw7IVgVcT1qg8t2HSSNjpa3+5ER\n", "q9sVR+F2wyAFKzXYDYuUrXUgUQefR96AXkt7fscaiphwuvQ+d7vK2xmYYC/AzTboOGC3YW0Aayup\n", "1N6UkazoUXHed0qO6HKKnDb9mgAaHXB6IWFBdY4kvLmsrKCLI5DOwju68OkxRXOsrcMpG8xmJMcN\n", "lKEbgxWvlGeLWzC8IOWPrQsbCfFNuwfgoQQcC2pqzTlhbh1KJnxpCIb9sFMQ5DRbh7VR8V3eA3A4\n", "CvGWipxhh6oJphd2pmDJJyhp2gtmS/uLjTAMRyWIsGUhE1NxT7d1WBciypvy9ARb5fqSLW8CmQx8\n", "vQYbWWAAzzfgYFCZWksm0IK7T8Dv2GA8C6dikDkBZh4OeiBdgpsMNWCPr/F9V02WKvBAFz7khdt6\n", "mvyut0MxoViWX0rDvA3OuOHvHVp+FB/AN9yw/jJu4EwRPpqG18b0LD+8L/Pfty/roDgeh9eZMN7V\n", "n7UAPOjRvwWiMm4WTCh+N/HshLGAZNs+t/ZVXKvBVpnv3SS7tZ/baYczZSskzwNvT8OcHZb68IVd\n", "Xjk3Yeh10OGHmFReCexzGGVG1BFA+lOWeh4+C/5pGIvBvl+RvEnA0YB6VQqdzbZgltmgclTKNcXg\n", "+k04XINmEiYDCvuKRqSIqbm1YWrboS79NW0gAfVpSI3LFer2a3duLgrRqIpGpKExve2WTNEsS7aZ\n", "7QmPL3dFkPZDUuT4HVoq3uoANUUPjKERdCsAviKUSpJD1ht6zWYdLrelXAkMBLmkTXEYKwOlOnba\n", "Uvi4OmoSRlZgpiftfX+gw7Hch35Ph0OjLEgnaFeEsMdQnLBrAJm6CL+RLlCFUh+2HLDggFZZ/x27\n", "1XnnGhDJaPdA54qmslxSh2ogIKPVwANjcXX8hkf7AIy24KPKQP1EMi+OxdsHh0MHqLspLLzbh6ZX\n", "uftjdsjbRRzm2lrI0rapM440RWaPDLSXwN2HckO/e6en2/tED2jJ3Beyppixtgpeq2/l+vdgrqNp\n", "wtZRxPVeTbHQ5RYU3IqoSOWh0oZ9nxzBXTeUUhBPKKzvibgwe18bfH5BP+ttWM7DxUdh9ZuCtEoJ\n", "6EdhPK/IjP4wGAc01ZS9cGtO8RTjZRXyclGfc6suuK8VgVxd93PArcjpZAuyXmUQHWqDLQ/TE3Bo\n", "Qm7q4Cy84FPYoN8FcVNT0GAAaxHwVQVJjvh1iAw5INCAC20dYjs1ePQyNPbgbWk4lIDUhNZ93OFT\n", "dtGlBtw5Ce814XwScmlwRgRZ+UzxLEteHbgzDnE+xRcNZw6+M2wR8MbhF2fgDXYtHbrogtU2nAzB\n", "n3Xg7g4c6MMXA/D5PnzOBZ9qwG4VixSDZApuisFEDmYLkueeawlOvGkEPjAEt0ekPBq3psGWDR4O\n", "Ksl3dgp+fR5uiyt80WyLkzoYUg24ZUQLdY6fhOlJOFGC2zxwwVBG1D86AAx4/zj8gR3eNwBfFF7o\n", "wN1J+IsuvK8NNw+kGLzy/Q4Q64qE4NfG4F1BSIbhQhMdAPfzKsA+N1gv4Nbv+vs7X8H3vgpXOKJf\n", "MGWDWlsO09N2GG7CyaqIwYgHvroNV3vCbZd7MnB1BxBPQTQNJKXQ8Gb04BZbIimdfakRjL7UCYkY\n", "THaFd/uawpLdV2G2AqvTejBCDuXjDBqQXIP8ODSbKuzDfsAjmMJTF8YesomMrPdUuEeK6rySqLv3\n", "5JS50w7A024wG1qzmGxDpwH+ghQ8Pb8emJ4FW6W6kj0u2aVceiEtQtMd0vcbGYt4rEt5dMgnxVDd\n", "gCm/8n12B3IG1/uwH1QKZtwUubvngtfUJUdcH0CiDdkt6JUhM9DCloBT+3u7Ee249fikzHH5lLWT\n", "SerQyRnq4DsDTRRVy5VrDiBSF3TlbSq8bDkAEw6pbkybZJGXgupefQXp77seeQC6Di2h3+jCSEMr\n", "JW0VHQoRU8arQFek/FBdROiWS5/PRg1Ggtp77HPp0FuyDohKU5u4Qi6I1iFV1jOVbKn79LQgE4Tx\n", "FBxa09T36LCakkEOAltwOaQspJ4Jo1d038Tb4m1qNrhnB87PAUFI+yHggqEQ4IBWEUYyggav+BTS\n", "ZjoUa10vwNyuYMWwW/xLJgBP2mC7BAdqsDsEx9Ii7v1OKbCuTqsx2i1aQgGf9icfKEOzrMkudwA6\n", "UZjPw/im1E+2iriz6RkwroPhZRgqw1gYLthh0oC7ndpMtzCAB+algtsdVfy1pwzehJJcb78EFyvw\n", "jhWYiMEfN2DGqwIM8ERJbncGcDwm8cKKXcq25RsUdU4Fri5CLq5D6pgPPrEO8274n3zgHoPP9mHE\n", "AceD8HMG7Ifh+A7MdOFL1u6Nf+nTClUQZ/Bll+7rsgEPbCku+41H4W078ut81QfX5uCeEryjCQ+H\n", "wJyG+/IQq4vz+/gczOzBvZPQWrMmjZfHX3vgzTa41VJP/koDvh7XYThrTUKzPU3rOPn+KksDfjH1\n", "0v7mZQeUhuGhtVdSWV9J8b/jlfygn9zVn4IJi7TrOXTaGlZWe8kjfXcoAweLkFiE7QB0p2EyBoNb\n", "RZL5OkrJbAEnK7BflnrE1QFHW1CE1yWoJ2J9AHU/XApbaZwROTQNn2CHTEcxDCP72pLVLku37u/A\n", "4boWrFfDOozCHXXZkRb4eyqqZ8IwX4VISRr8qAlUIOeRIqfZEuGaGEA1oviDThtaeXkc8kGI2LUV\n", "y2bCZRssHtJmKTuw1dTrblaFM6e76mYipuCBhkfwh8eEG9twpQ65rA6A1RjckBf+PhOFqg/CebBV\n", "BeX4uoIAVqr6ffpF+SjsQ9CMQtSnznKzL2WTty2VT6+uQybYg/4WuKNwzq3ICbdTWLXhViRFsi4e\n", "xWWDdFVu4kFNsM1UXRBNwQ97Qch2pI+P+sWVBEyYWYa9qDrvTb8mllBJB0O9qEU37YhgnXpAnMrS\n", "QItjdhqKWBgNa4QPI2L4alsQX2MW3Kb2AXsNNSULw7pnQgmR6EYEzDVNg3edhbmGyNLpIajm4egW\n", "ZBvwYFD3kTeoYfpkSbHTS3FgSzsUyqagoyteTTTBy7oPdxsw7IVqDfIuqaQcqyraxRnIjsK2W4KE\n", "GJLQ+uq6H2pWtlO2AZeqkFjTIbAUk1M62ddzc/kOaG3AVct49wt2fc5GSHEr3j0IjcIH1gRV7bjg\n", "8x4pnkb8sDMCt+1LYOAOiCCu+aRsOj2m8vO6uLbU/ds1mOzBn8fgD9tQqmnJ0aEG7A/DwmsgWYNf\n", "2xPk9bUY/PaS1G1nG3DDAfFEH95TIayP6F6io+DE0Q48HdZ7sNOBtAtmu/CMFVl6dxk+2YenmuBO\n", "weQspINwzAZmCr6Zg/EWhFLw/h14XVuLm0oBcOfVGPh74ByW/2gPOOZQNPv/s8x3bEE0bS/Vt4pd\n", "tWzFpd0hR7oq4msDfjCE44DJwUvrZWd7EoV8z/Wy3/3NP/CKAH8K/AkKX5sHnuX74nWv2nU/HL8G\n", "8YK0+jVLLROpQc0P6xXIXZEpqTMJhRBUp2G0C4OQ9NTXRRQXECop0G0DcAaFuwYrghgMp2SNYa9S\n", "LP1umZJWB+pQY1idpkcu12QWJpyw4IG1Jozm9f2BCIR74MlDpqGuvNSSk7ddl3qh4rLyeXpw1RRk\n", "RU2Jk44eDAX00E/bwFaWqcfjgGZRWHanLnVJ0CHz1aAsTXpnoBs6YggSecum5J1dL8w64UQeChOw\n", "FoKwT3h3ugI7Yej24PqKpoGtBAw5pU66wbQO3AG0K8rQdwSVcHm4p0jhZBAYFnnp8Qn3dNnBYQiK\n", "zNj0wLX2rK1hXXDmxQ+sGNCt6ADPd9RdF106qCo9ZQxVEI7uWYZDdRhq6TU1AHtb28WSdauwNIR/\n", "J8uw0rYerIoOqLwJgR2YrCnSwVcBfwbCbZjaU0TEbFG7eN02mDJFHDoQ8b7Sh8kKXOvD0XWYXocL\n", "AyiFJS+ecOh39nY10WSBvS2YdELtIPjmleTadcDehPYAF1wK72uMwGRW0SCVKpxyQqYMF4LQTsN1\n", "PUiZMpLlbfDoQAuA3AkIlsG7rKiKG1qCbwYzMO2DZRusRFXoi3VompBwSLLZMCHbh8I3IL0sriQ4\n", "BpWIJNVOnyK3Cej38qW0PtQf0SRGD54LQbohZ/YpF9Qrktme6MDJXegHZdDL+EV+r9ukODMikmu7\n", "KspwOpyEL8Zh04SZjnYx7/TgjRHBY9lRmHWL8H7rrp7Rs8PQKMBTTsGGkwl5DC70Fa/+zRhcPgG9\n", "w1CdVTT6KQc8sAPL+yJ+3XMwHlRsx4NheHodjkXhnjH4VT8kvbB4VIq/88PwBHCmqgbuW2mZARcS\n", "8l5cDcGTc7Afgh0/zBfhOocgtSezL6uXXRlWO15YNeBvHPAP+7BYg/Mp+GoS/psbvrwhOfZYUE0L\n", "DvkuZmP671ctwjwZhp4brhrwmBcerVt8w/28ClLP/4ZavT8APosE6b8F/P0rreA/xnU/3HdK0MmO\n", "D+iCOwuvWYJ2Sdi2OwyuiBaAz++qYPuiWpPnT0sN0BpIMbITUOG/OS98Gq/MOP5t2d0HLRGMvS7s\n", "eXWo9PvQ9ymQrGMoN97ZgnxLN+GIDSLbMkd17Nq6FdmC5ZqMOEPrKoLpuhInyz0RnZWB1EmzTRl+\n", "xuyQCqtA4lG088YQjO9ZKpiCFBmpkrDptl/mpm2UZxPvwpChh7sUARyCxBI2QRyDugrSlTiksjC6\n", "ownjqgfmSzIubQOxEBhBsHnBFhA8NlRXURlxwnV5QWKTA+HyRkDRCDh0oLj6ItuxwWYPcmVNGJUt\n", "q5uz63fcTUM8D7MbUPcJzuvXBKu1bRBbV4d+zi6OId6Gcl0NQCkoD0WzCvObMGiCf1dLVNrIqZtr\n", "CB7zFMUd+FsqKt28Pt+RbZjLagLM2SRHrSJo7XAeejFI2aVKqjWUVtlfhtnTOngzo7BZlizT39Ok\n", "Rweu31EqasEFC6NSgB2uqwg+f8CCs6ztbcE9CG3Bdg88AUWH75TUmU+W1WCYgH1PUFyvBRUP2DLw\n", "1hYUh2C6DVE3vBAV5s88BDwqBtNnpT6qdjR5+X0icsdacCQr1/fZjiJNolE44lHMRCUOo4b8DU4H\n", "TBQVERHuw+F9xVucisDqGuxkwVvTBLY2ovykdA+O9mS0dNi0sc3hlupmxID1MAxKlk/DDtEYJJNQ\n", "SMHDaXi+qoNqfAbGxyE2rPTcehXu2tEq0icqMLEB2TBc5xMxPVWHsAFnm/DMjXBkFN6NFEDLA3Cv\n", "w/Ye7FTA64brYlI8FdHzfKUDR1PwdruepbgL1iOwMizY8IpNz97BEzAVVXPwhEfBg4O0pNXbRXib\n", "5Xq/qQoXPcLuq7WXyprpgOUIPGaHh3eBOsQ88MYg3GfCySZkxuADHvgXBowkIDwKf2qqbiXmVJN2\n", "y1Liu+egG4VLHnhmF+pNFOn8Yxf/30cu36L155vW3/3VK/jeH/e6H/7N50VQ9sIijXp9cNTkMiy3\n", "YbilXJFwRYWxaYO1aWW5eJ1y/SYckv61PTBdUZdVD6pYVzrquj1bYNuFLa/+vt/ReB/uyHQzlhHW\n", "XWjrRolvi5wdrmoS6bR1cOSz0M7rELAtwuZlhXL5HVoVGGxBuK6bPuSQmsRoKK+m0hAJ2PIrv/2c\n", "G4wyePPKzHG5NDlECpBpasnISkWChXtNqR1yhniCnYa14MQQBl0IS/bpMcFRVNCbswmZKvj3gBKE\n", "2uDwSEY63RX52e2LJ8h3lJhac8soE7bBalivO+uGYE2QTsBSHFRaOrQGGagUYWsdMi4V1XpEk5K/\n", "pPei4ZFax1WAE3aR9ueC0M9D6DK8ZluvNdeWSilah5kFuFKT3yPbhFZFE1OzBgt+xXqnluGeFxSw\n", "1rEp8K/RheNFqWzWh6Ua2opAfUzv7XBGUMmWTV+76oRLNvBuK1HTuQHbDW0NKy/AdReVWhopykG8\n", "NaTDpdMCmw9Cpg73/SBMtsDYEzzY74tPCHkVEeLJ6DPbHoXpNXjvgrTpORcMLHXac8PCpH0uLYhP\n", "DPS7bjrgMRu8vg3pBPij4E7r/rfHYC0H4ztKOnUDd6xKgLA0gNSaGod7nXJG7x6G0bhMfck6TJdh\n", "pSW1WMatgL4FD+Rzgn1Ob8K6D3rjcjuHuvp8HVXp+q81YdWlw3pQh2O70NmB8K7EFc0AFCfEnxgJ\n", "GHXDSFQ+mvAsvLn2EjG94oPFLjwYhYVLylsaS8CwS/BtrghX/fCJGEyE4daSvDjeLmz1ILYN22VY\n", "KUM6Dj/ngkhFMRvlSUjNQmtMwodeB9bGwZaGoRJM70IwCPiUwuv2qFma7sKgCvfU4K37sB2FZkMb\n", "2lbq0CvAtapEFQDpKHxkCP5DFe7oyZV+rgq3JwV33d5STEdvVFD2Wxs6LGxD2kFxMALvrCsqxhiG\n", "uQm4tQxv2NLyn/NxCAdg83d4FYr/rwILCC8BuB2Rvf/5hyrjP9p1P9zwtHS+5g50s9I3rwVEVN64\n", "LjzX5VFOPoYK9kWHZIxmA8yoDFLrXWXnh/vW6sOwhZUW4VBOo1W4BMslmPLCbVXBIWW7Fra0alAs\n", "wYof/EWYy8jg5O6rW3XYlImfdUGiDAe31V0RUqGqZdRFd+xyYiZ3rTRQRBRHHbpxJ/JSvnjKUMpJ\n", "s90ARjeEYR66JIKvtg/fel5j+4QNglEZnMyGJGkTe+DNSjraMQRdtWxgW4CZpv73IA/lHciZMFKG\n", "wqgcsoldaeE3B3KLVhaAin5Gzg1ul37mZFE3fnEgr0BzoPfgHOAtw9Q2jO3DpQpkDBiJw+0r0DZF\n", "5A8ZkFjX9rFsRL/HUE+wUqcJAy+MlqFWk178ohN6GRi5APYsBHNwJQM7i+JLzIQKRWJLxW4zCdGW\n", "uvdsC/pZixC2hAJNF5xzaLvXqKWocnvgQgrMpqbFbkna94EpL0inJrPRgcuayq7rQ9k6yBYSgrk6\n", "G+JcUj097A435ELaSRDdF7FshOFgXaajVAcuucB8GiZqEhzcUoLHknD6OslIe06ReZFhuKEGTMNs\n", "B44sQ7qse/5YT8mwjTnFcWQNHT71nmLKYza4gpqZF1wIbizoAL2xC3iUmdT2WQo0r3wY+2Vp47s7\n", "sOuRGiqYhzu2YHUEzDjckIDhGUWVnzbgdBvsObi0A6XLkDAh4dQUPLYF5x3QPKTJdzSglZNeNwyZ\n", "8u4Y0xCe1L22bYPOHixW4BtVeO1ZeGcNpiKwD0wZcLwPzyZgvQG3ZyE9LEI84BLJ+/yQIJsn1hXW\n", "d+NBGBuBqBcWZuC4Ae/aktz63AT0TXghDo4AvGkZxjvKJtodhdcZcCOadPZQMzndkRTdDGup0nYZ\n", "jq3A2T78Q45v4/e3DcP/3lSjNtKHKyFBRb4kJPow14LPhGBjFJoVeH1DcSyn0rA1Dc15ODOhg/Cu\n", "toyn17vgkaSekysp+E0T/v7f8CoU/+eBTwAfAT6M4h5+Hb3rP+nrfrjuC5CsgiMH9y1APgPP7AmK\n", "wKYuqtBWcJqvpRE+WdKD6qjK6dh3wngGYgXZzduGZH5mSVLStRqs5FTo8nax7p02eDZg2Q6lOrhz\n", "Or1LW9DMQiQrqeGyARt9cOXAtqSuOlkDZ0kdwOaM1Cv+nvL5bT3tj+35ZRaarIvA3m/ARhGeHmiE\n", "rRbAsSt5Xy2rZSHuplYP9vOwcg0q68Lngz0tbG8hAnnFBpVNQRrzNe3zbdkhvqqoYNMLa3WoXIAD\n", "pgLhnowIqhpkLDK8CYUiVFdhryzterNvvZ4GUIOpa1DelR59ogdT56BQBpxgZHUA9rpAQJLbTi8r\n", "KgAAIABJREFU4209jElD3otMCyp1KXy2sjJ91dqw54FoCZZ9cGJXmGamB+yCdwtGNuD6nPYmRxZg\n", "bkML5ScdKp6plt6rVb+kp02fJsWdvhqGWg6Ku+ByK+Ds5j7Ek5YKxwP2hlzYWbsagxNlFe1GH67t\n", "akHPm66pUF1NqqkYWobTe5p8nHVlH52oK5IhvA+X7LC3psOrlYHNcdgyoJKAWAqaMQXvbXhh14Rs\n", "EjLTUI/DnQXFUvt9MNuA0QoUR7WYppuBg7uSJh5twEwRdsflCwkWYLKpica1Kugs6xU8MFSBeE6T\n", "zirQdmq1ZKsinXp4VYq5tTyUV4TNG1Yw4OvWwdgSIW4eBc8QzI1JbTMbVEpuqawIdhywOgqpKcWk\n", "e+vwdEhGwNS2soxG7eCIq8npxjVNdybBVYUb6nCkDKf98LXz8Csr8Lsl+FIEyhPiyKZ3tOvimRBM\n", "7cK/2IeH/BAYUz14PAb1rFR1SWD2BvhQT/fM83Ft9+s0BOMEHHClCQ9uwbV9OOBTNEzdC4tDaiRO\n", "5iRAabXgcR+MrwsOWp0U9LizLxHKp7rwxXWgBXNxuHUYGsOKjzneFtl8eQLuLcPJBlyZEvcwFpK8\n", "2OeBZ3twxQGXkjA/D292SCzRTMMagp5v8kDcDecCcNUJ/24b/vh3+TGLvwP4XeCdwH9BS9b/klev\n", "8L8R+BLwO4iyfvK7/v1+mP8GLLmhkdPNky1B4pwK7BMtEWELAxGe/jb4AjDahKtNMAZaczhVlwN1\n", "ow+lhohU97IeWJcJnhXgCmR2ZeMfq8BGW3KwHTvkKsKVVxpw065CrvaL0NyHr+bBt62x0NeTF6ET\n", "gCM5EabFoLwAJ7IqhGc8MFNWcffaRbrZL0ByXYs23E0YXod3XhXnkNsCYxvGilreUjR1SHRyYAbg\n", "RB+OuRDGbtODGjyjnPW8DeYigsvKAx0AlRzkSxB6HI40ZV7pOuGty5K1dpoinu0m1KrQWpe87h27\n", "MNgHR0Hu3/4ezO1Aex0aJUUxO9bA5pbGPWwqi8dhE2zRbIhcdTig4VSi5GANghvQ24POU1rxOBRS\n", "8XXmIfgCXI5Kb26swfAiNJqw1BH6uNyAjyzDqRGYiMJgHkZ7MFJX8XRURI4bYRivQbyugt5xQCmr\n", "OO/RmmSIox6Zbg7WYbkDgSUY6ur36lfV2ZsmnLsET1+BuEccx3NhxWNU+hDYgEWP/s0bgu1h8K6D\n", "swDtVWhswNUinF6Tau2uEtxah55L0GW0CIUcLOzBRTckCxDrwi/vaP9EYKCmJLSi5uVqBkbW5P14\n", "YlfeFkcYVsb0Xo9nrDhvm7iOqluGvuIAjm3Asw6I97Xk5fE+PLei+2rkWShmoFuDwiWp7a4vqmMf\n", "1IGe8G2PH9Z8lkR1Eib9kEMLgMZ6aszi8/IDvK2kie4pOxhVNRF3WubIWAZOzUDTI7FAwycJsa8A\n", "1+pqSp404bkn4e6AVHjXB6SE88cF9RklfaZRuyJextxKYl0rQvoifOyilgR6RuC6EbipITjIX4Mr\n", "TqlkfqWo175uh0d3NH3bx0X+20y4ZrnsjV3Ybykna2kFTm+ryah3oZyH667C2wrw5TpsFuBgDH4j\n", "AbfZJCZ4Lq0U3W8Flcr7r7Oa4r4QgtqcdjHYqiq/Xw3BF7bgPps4mXIAphqwHgUzomYgb8KSDRq7\n", "sBjWvz3xQX7M4j8A/hBBPE1eXYWPA/gyion+GHIRP4bunhev++FP/0Q4+rM1dVwTG3BrFR5wQ3TH\n", "yrpxwbEW+EIQNKxlKZZcMF2QIuJYSamVzm1orcLEMoyYcCokTJRFeGwT1ja0AepgW8Tu5LpUQW9e\n", "g3m7RngjpCTHf8jA6mk4kobDLrk2X8jCggFHq9KmB7J6La4+pArQy8OdF2EpD4WsXr/LkiHaTXhd\n", "BkZN7Up1b8GTdVjagWshPTAbdjhXgFMFuNkHv9GG2ZICtXw5mH8EPDuwPKGMoUFNOv1OC4obkFmH\n", "SwUVRk8S7AE4VNG4uRhXgTmyDUeugW0Faldg1aEDrOaBoBsW+zLbnENY+GIL9nIae2+pQbGpB7M1\n", "rC4zugu3lCV9vOaDNRc0F2HsObhmwlM5eM2WpoFsULk3ngbctwabLfDvQGMf7loBZxX+sgzZCkQ9\n", "kDegMgInDUEWboew8XJBi9snypYUbkg5QotDsAwEi0pOzbk0CbotUUGjCrFVGD8vTf1gH5basJWD\n", "M1n4whlNfk82oB6D396D31iDyy54PCXFUGBHjvOOqdTT4SIczSmC43weTr+gicM+AwRUFI8sQbUk\n", "SGjQ1Qj/2iLEO8KFl6OKmsiWFF19yglnF9XNXglKwhzPwQMtCGREhpcqsFmToem6dXEEN5maYO7a\n", "1n0cKEChAukFWCvDtT2ZxnZKggB/aQBvb0LWLx2/Kw/fjEBuR1LaLQMO1mRUS5vySQTaUrb5utop\n", "0e3DL2QEyZVtMLoHM1dgIwi9qPYgBzYFWeUN+T7ydbitoCl39ho8lYHVVXlTxibhlo6apUZNSbfe\n", "LWHi3wzBgQlNgctBPfs+h6JQLjjhuOWLcPVgJ6GD5MmmPv8NN5y2wWZWuwr+sCTJa9sBjm3wr8G2\n", "IdVXOgerVXhhEZ6/CP2w9kYcr0pldnYA3yjKL3J8RAfAwRAcNWDNCR/dgXMmnPRIovxUQOq5eAde\n", "B/gTUqaVDbia08+eicHxhmpAp6/lTGMDNabZFR1SjbDixp95D68C7HMT8JtIlHsAOIJcv1dewfd+\n", "v+tW4DjwceTGiyAl0RMv+5r74b2fk/b40T342kWNho/24KEVeCEPp1qKpK2HJLN02zQuzmdhy63g\n", "LHcdzkXhagcWV6G7oSUYj/XhH56AJ5+B56yOuGZKl399TYaY9+1Ie73lhqBPnUrfhNEtTQfxLvzF\n", "iuIIbBV1h2uLIokyNS0w8VbVcU2a0u8O9RQOduMiPFCEpSbgkUY96VQ31qyq+D6+AtEO/HEZ/tcd\n", "dYE7ffh8DuZH4L6OMOKrbrD3tXGqEFLey6GKpI87Nohtge0afOiyxuqP5qDqkgw05NPugYFLRfeF\n", "LrxlSQ/xqS58fUnxzgddOlhSF+D9Z+Gvt+Fry3DqGuyvgWcUQm64aQ/m12GnCWzCwQUwnUppfHYZ\n", "vv5FaC7AageursDz1+AZjxbNH9nUQVt3wLdGYGNXB0Q0K5ftQ3ZFA/95D+6swpMpxRj0mhBsKm/o\n", "2arI4ystS6qZlMrl0I6Ffw9g5DzM1CxndVOk9PllaFVFho5l4dQO1LegsgOdy/DkZfEwANjhg374\n", "Vw34QgLucCkk8OebEKrBe8/qsDjj05rQak1+iVwVLpWkPppqaWVkrK9gv/NeOFCEuRyka3AqJajY\n", "tMPVPchsQWEXVkt6Fs6cE2H6PxfgX1fhbU1xWwt7MJeHWEkk92N5cRBbYega4oMuuLS4xqxDfBkO\n", "NqE2Cb9VgbubcKknQ2HUIsRtFZkis33Irksrf7WuXdhTNXg4KT6gUxRcmG2og90K6r109qWgu+CB\n", "9hZ8eEuv45ESfKoAh3dkPhupw2gWFgpSZ6004IsFeOwc0FaXG/Mruvy6nPi3b/rhVE01Ag+8IQDD\n", "NTi5qU10Xxxo+1kQxYN320r+7cYgl4Njy4KH77oMN28pIvtAHX65Alt9rW9dLMBdu/DYrl7vhRY8\n", "uQSXF2AuBH/Uk4s454O8Dz5RgK093Sq+JLwvCvfVFB2Rcysa4x6Xtp7FonB6HGJFeWk8E1KErfoB\n", "U1lXC7uQT0J1FLY94C3A1EU415fzvF+BJ6ZgZgApH3z1XbwKDl8Pcjbd9V1//99fwfd+v2sUSUhf\n", "vLaAW/7xl7lcwjMvLgB1eLz+nf/e2RFWN16Hzqy6nw27pGd715Rs2OzDykV4IAPVjAKp/E6x7FEH\n", "3BWGYgfO9IA2uMpwYxMe7cBTcUUTGHk4HYK3bAFdFeebTHjEJezwf7SKwscCwtwbIyLRngzBxYIy\n", "iD7rhcE2fMur7Vz7wCNPaAWl6154T1urDfOWSexTAS1Dd4zD0ztwU0td7JRlAHl4BQJHYcgjruJy\n", "TzLXyRQ4NuDWAuwkIRPRpDKzIRPJZzxAFU6fB8drZJC5owq9XflDfBX4j2HYiwErIrg+l4Vp4Jcq\n", "cidedsi5HESE3EYJTp2CuTfAmxqSv203JKuN7sNyTgYrMwOFdXjO+vxiAfhdS5JrGOpWrwHdNfjG\n", "BmxvwS/4hdl/MQKf34L/5FOOPIBrBf4XO5zYhA0PbKdETD7Sg9t8Kng1G9xa1OrKWleKp1wA7t6C\n", "Cz34ZBMOO8VLPOqGUhS+5YTb9vTvX8qiybeJGEsD8MC5JPxZS8FxRlsu31WXtOolpxI6fWfgV3Ii\n", "+mNd+JoX6MvF2r8GFztS0Njc2kEwvg/HM/C+FnwA+JuiIi9GHDqgvW1Bmkf6MDQnk9qbXhRjAAe7\n", "8Bf7sJmR2W7RhPEoDI7C5Aq0Z+G5JOS3IFuG2R34vSJ8bAym6/DGOjztgZvj8GmXVEjrXTCHJR4w\n", "S3CjW139p6rw+ZomzPkH4EJaiiB7TVxW0SVOp+pXQuuVPDyyB+/Iq9tt2KFWgr0lIAUf2oBPN6TQ\n", "S29Aqwuf7MDSAi/FHPTg8jZcjasJWLDBCxdF/AMcHQZHHu3JdmlaLW3Dk049I6/NCAYuHobEKrzj\n", "KvxcEz5owF97YaoDjzTh31mu3LEifGYKSj74syB88SKQh52X1aCIQwGM3QgM96QgtLdees17Jbgy\n", "DHEfbBpwuSnhym9X4LpVeMorLrBowkwLztwsIrregyGv9oYsXISFr8CXp+GGCXiTU47268/AIxF4\n", "qAU3N+FdJmy8IpPX9yv+/x4FdzwEfPqV/LAf8voBmRUvXn/jgie24LgDnvXxj5dPm/BgVvnfjRk4\n", "m4ahXRhswtwW/ElREM61Ft/eSbBkAjYYmYB3HNDY6i3BI3749AY8W4T/cBPc44ErEXjeUPfdWpXD\n", "1rcLhikc+YIJ/0cA7uzq0Pm7NvyiAe++pvTJN67L+fi5Fazger2Gx5xADybScNdBaIfhdFSadsMa\n", "YSfj8Htu8Q77x+GvLsB78/LY0YbMHjwzBG8PytjSAi6H4S1NxTmcCcON2/BQGc7tKlv/3wbggQLf\n", "Do167kmRf2t2RUz4u7Adkvb8o9fgnpYch20/XKzBHXZp2z8+DjfW4Be8gh3+LAQnHHA6C//bPAy2\n", "oPc8rB2DmRH9TsWK3lvsfDu18LYU/J4pyOsBNzSisJCRTO70Nvx+Av7YCuratmv5TaWj//9ZH2yP\n", "aPPZJ0dk5qquwONZeFcK7rZJ2vh/GbBwUIqXVkjczFgUPtOFpSzkNhU1/C0v/PxhuMslvufjLUUi\n", "vz6oQwQf3JhQQmgoJIe2zwfPTUO2C7fvwLU4fGJG0NfiuqKlP3JCLuFyCb58AStlTnDjWg6NJz6I\n", "zMBbcrDghr+akWTS5ZQKZj4Bt63JPfrcEU10rzXhs2n4kBv+86Icok8M9NnuvMwdOhyGZE45QucG\n", "kJuARENeh8tu+KWICuMb6vCxUUiHpGI6b8DmBNy5C/8vde8dLel93vd93pl5p/d+e92+i93FLuoS\n", "IFjF3kRFPqZllSiRcyxLOs6RZTk+NpL40AnjJLJsxaEV2wltSRZVeAj2AgIgCCzKAti+e9vefufO\n", "nd77vPnjO5TABkEEKSXvOXuAxV7snTvzvs/veb7PtzzhlG/YB31wqAvPeeA9Je28HvPAhQTMZjX5\n", "7vRhygl37HBtQ3BcwwauChRKSj77ckT//coBUIFP9OBiFHYzUG3AgwnRsu/vg7UAaxkV2XvCKoq/\n", "2YB4CBIuGTre8unP9+xafBpONT75FHy0L0GfrwC/M4DZgWiqv5pR4Qfwl0eBNAM9o588BDeCsBoX\n", "s++d24KG/GH4/TLf4fV/qQFPnYRfb2ipXnTAbAg293SfFytwIyuLiaRHRoQepwgkkQ68twnZPfik\n", "ExIJOBLUszgZh9shCG7I4qZc1cT87AZsJuC8T95Y31qWOv+dBjwbFILwF1+vVfzfixg+v8mPp/jv\n", "AlOv+v0U6v6/6/rMO+Wxc6cPCy/A2mfA44F7k1ooXc7DrRIEo2KXxBqCeTom/F9hIA/LVb5HKj0e\n", "hvccho+1RWm75VXw+qfdEiKdqoolMV6G+wfw7+6oU2qPw/uHKqSf6kIlCx8vwx+74aAvRe/bp2C2\n", "L+tlEzF9GGjjfyoiz6GncwpIf/cs/FctWFuBXkrK4NIuHMTh3X040ZSpWt6CLxyCx+vwxQM4fgbm\n", "j0lh212TaGw6Aikf1HfgoZ7yC/6PAXz9RXXdF52o6L56d9OD67swM6Hugz5c2oL3e1X4QbLxU8D/\n", "moFtvyiYPh+8xQ0vhPVQ3TsBP7kj7L/kh815aCRhYkWQzF4ENlLw8zOQ9Qsm6u4pJS02agTOFODj\n", "06Pg9xxM+WWS1wIei0AjKC+bT25LlVmfENXtaEWGe3/SH7lFmnDYgI804Z+l4cMDdV+1FEQrsFqG\n", "Y0UxRD77KhrefYvwa154S1nJV+ZbBRu+dQcYiZA+uq0s6LMj3vupLVjySgRUiCgdzZcRdLbkhp9O\n", "wZylvcJSGu52wrkN3QNfQ9nF/gh8qKis5F9e0LLSloQzDrjnXlGE37UKWwvwTF4wZ7ILDzfByug9\n", "extQPIDL6997r3sseFtOdNKeAfcCqRXRJb/ohl+tS3DonIVUXB3+szm40FImxTW7tDVpj9Twkbbg\n", "k0Abgn54bxf+8aq+1/+chk4I/sm6fv/f++HRfd1nph9OHYYLdiWIdYCHHfL3vzIiMHxoAozDUoLX\n", "y/CRHJwLwNMxiPfhHxzA5xIwN6VQmummRJOxOTiT0zPbD8ngLNiE4x2YHYfqOGwdQGIDHn8ZInmY\n", "G9Nkv+GGz2dHz4UbfAn5Ht12yvL6oAyPt+ADWe2ZCCFF4KgJYQB3GvAfnMpkiO/D3daowesCbfjU\n", "AfxiCu4qyxcp4YDHUlqiv+KGP3XBC+twlx/ec0vWKotNCRojJXjzGFxywtvCYu/dGsCt3Ki2dYCf\n", "gP/ufbKsGUS+t45+7/Vaxf9LSNTlH/2gr74sZD7zRq5LaIcwi2aon0YhMd91feL34VxT5mX5Avzb\n", "k/DhIDzSkJnXohu+FIfTfgVffHAZPpmElZPwQT/YduDqClx8lu8oeukUjAWhNAmDoJa1Sz6INmAx\n", "BN0ZeFtJjKGLSSUa2Z+Fb2zBN0z0gI2YDzTFSgDAgC9YUDkN4y7YDwp7vi+gZc9b87JFnpuAz9Ql\n", "oz/wip3zvAm3TOF6dUtmXZe8cPcAgi242Ic/ycC5Q/C3F+BdRXg5CFfug8Ca9AVNm/xGvp4V9vrY\n", "Jt+xRD89pW6ykIM7RcABsaPQmtVC7OIqbD6jjm/NrsJ/w65Obz4A6wM4tAhvOacYvrwBezV50Fxv\n", "CsekC3sZ2PVBO6GHMBrTz+yuKXB8xQ3JNvyeHX7bD9jh8ik4ZorjfjsqK+U/7sFeCmanlDg2n5Ht\n", "9O+OqG9zBtx3R15FsSi81w6Xc8KLv+5UDoM9PfJG6ssC+lhHy99IZdRIhLUUDSXgkSJcDsOkF97s\n", "VMDO7ji8u6PcYtMmu+aqH8IVqZFtlkziztjheFkQjbcH+7MwZYNDdnigBo/H4dgEdDLyuHnnUXk+\n", "zdo1EX3opshv131atE7Zte96Jg434/DwrjJ5D1yQLMFnx2FzFo72pJauDqUFSHpltdHKw/WWAt//\n", "6SJMucAegVshWGlq8X9rRovoe8rwwLqepQUb1AOCD05G4L4t2W0v2eErdtl8RLL6b/tdpZz9B4fs\n", "x3OjDvxzHhnjdYNCeM8P4AEvTCWV6fumqqi93zRhLgj/wgXvS8GbgWFfn8/FCR0CsRyctEHCq7Cg\n", "CZ8sUuabypa+cVbCq+WwrL9PFeCbISni58bVPIR7Yp7N9SG/Aas1+LoHDh2WuvstLh3Ob2vC8KxY\n", "NEUHVBKwGIdOCv6Hhib+XxtXfsfjS3CQgw+Nw0kPHDPgYkRBUUvDUV3rjh68rg7SXRdcndZe6HIL\n", "/lYQ7koIljyThsdNsIryKOuZcM2rBS73wN0VOJyH3PTIuXUdtkLwqW3gKxC/BA9HoXI3/MnP/UUF\n", "+LUWvl9DLJzzaDH7z7/r1xu9hsAK8HvA3wP+I/CZ7/qaR+GBb0IjKtjhhYg44r9SgfvbCgB57iQc\n", "mYAzNtidlV3BtfPw4KSMnhYtSZ8PilAuAE64LwnBu+CoDbrTcMIO2bgEP+eGcL4OnbNQPgR7h6F1\n", "F4wN4GwKIkmNirWuXCVPheQqWuhJfTe3AKmzwmOdk6KavrMluME3KwWn26mx9NkOjM3pkJjrAQY8\n", "44cHXoETJdg4AoU5sUEuDkW57Adhahw+OhS9rO+D0gLko/BcTArLeZvWNF9rQqSliMt9G7z7LLx/\n", "Uuwk+yzsVyEyD79yGH6pCI80gTRcKsK1fUnbv+yDf3MWpqbh7gikF+FEDB50iY+cdkvhmvErW8Df\n", "hnZKQR5urwR4az5wzcHhBEQT0lHcnlUsn7cNnxuAa0EuilEnGD5ZcGeC8LQbQvfqwQ/uC5NdPgYP\n", "RmH6CMwmYGsW6lOiN07nYHECXgSenIHxC/KbjzmgmB6paUsqKl8MwH/R0U4jEoHllOyhHQFBG5+P\n", "yVnT7tCjsu2BjCHO99NJUSxvOmB7HOIpGE5qGf+iE3BpemsE4B67DPJuTmoKvBwA91k4n4ZqUjCU\n", "Jw1LNjFtGlNaWlb9yjZw2+BGApYm4XJXhxtxUUpdNpg9ULNwYxKmH4STY/CTLfCFYHFW8aGDReif\n", "B+8U2Bch+wj0TksJm/SJ0njTAXMOdb5rZ2D/QajO6IDPJaGSgkQLXorCsyUx29YsmF2URUP5BNw5\n", "JaFTOQIXmvJcsvvghAuONmTF0hkXgWK6pmF/ugXPu+FBD6T8o7wHv/Ym9q5SZMumtBBrLiglRVYo\n", "OiRwGrohFpGC+nAFXjwKtpAUwkEfTLVFzHjRA85XZNI4FYTDd8O5Re03vGl9hsGKGDjzwPVxGJuC\n", "5hFZxVTPQi8LP7sNiTCYR3X4/GZDVs6PnYTUnNTIzoEmoGwR6IE3AGeOwImIDprlWYnjxqbhZwpg\n", "C8iqorwAuUmoHxL8WndK6xDow8IiVI/BQxEw0mLbfXRPFNZ8F4othQO5/bD/C7wBts+3lwZ/8Dq+\n", "5oe9VhHb57f5TpbPt69H4U2rMO6VTP1GCJybcNhSsbwYhOqRUahHSovRjRj4DomUdFcZakm4OSMH\n", "R38Vjifhgx7wB3QT+nzgqMBmRW6RnqDcMncfkICkOiYmRCMMD9bE872wDsMEHInCPwEueGBnBt7t\n", "hbNpODmn1zPnBGNS3db2AiwG4IRN7Jotp7xE7g9J6HNxSuuVo111StcvqENvWLrhVgy4z68iVR+T\n", "QMyXVDj5zYjCRsbj8n5ZcWv56fUr0OSECZVFeCQBHwDe15C52/pxCI4WSE2vTOAaPnguq+CPpSqY\n", "98O7TsN7I2CfgV5aCmmPSzdZxSOaY3QAnihsnYZcSgv4dVNwSC0JzjgccYrH3TAU3J4oKDgmbcF7\n", "smB6IHxcak+bH55LwTG/IJELPRXSQRX2z8HRvlxAzRSUp2DGpomq5hMkUwqDf0r03LATOtPQnIbd\n", "nkb/fQfcioCVht0LEJ0ARxz+own7SXnMlDqiqz4/Ca+klR+9NKWDzrMNmSaszsMHi9KWtCZlGTHe\n", "lcZhcUmZ0KsnZP2wb4eqD4wYzHUgnJCoyZjTe58zdAh0dlXM7DFYnVHAitcQPdcow9aqHnRHXwfe\n", "I3vwxAxYD8H8uLxgdoKCaswZmJyF/mk4ugBhDxyrQTAme/GJAhwyBFl1TsBkGW7MqHCeDsORCmwe\n", "FQhweA0SO8pKeKwsx927PwDONOwfVwrclEP8+v20On9qci3dictMjhnZVhxE4OkU3B7KbfNGQ/42\n", "ca+Ur09H4RkfLIWE0dsWpOKfN8Te2rXErAnb4GZKMFTULhLimB3u7EMnqVztfAA8W6JYmnloh8Ex\n", "ATOLcioNG7Ccli3GjZ52SLYEXL4HkhMiApzYlp9OfzT5PNJWKl8vJM7/lhccx+WRdccG50MQn1PG\n", "d74O9/o1ybrH4E5Qh0EsAONTEvzZfBA8BOmEXAOObYtQ4ESakJIdnFMwF4BTJRjvQcEFX2/rgDvv\n", "g9AcfMwp0eHNX+INsH2eRDPoZxH94tXXEeBDaC/w8Gt9gx/BdRxsGSgD7U0lXr0w8jm5tQBGEI7l\n", "ob4A80O4HASzA/RgfwwcUbC8yiPNPayC7ikoYKRgSSU51QRskD8ip8Fbc8oJHtoEC/gG8viJupWx\n", "2wXccSkox3sSB52PQ2IXmbIBW37J6btxiJlw2qNlWMGCtAtyY3DcJbrZfV35pXem5eYYPS+myn4D\n", "rjZgrQ+hWWjdgQu3lPm7clq00UJEFs9nLVj0Sbr+olMOmJ2scNy2BQ84oRKBQ9e1BO0F4ERIJmT+\n", "KLhj0C+K1tcqauDrheDctLDVuEeuia2Igjo2ajKNy7jk/744lPnbgQ3WpmA1q25tJaS0tFhFmHvP\n", "LsVz8hXZDxhFYd7TWS2r5w3RL60+REPgyEukVPPK9fJJHwzHVWhbXvD59bO4qjCcgX4Anp8Fbw6O\n", "paC5KFdSdwVMH8xMgecs7HqlCUm74dyIzz+fg95haD4Jh89oyhuEYWFSf7+jCFNuUQUDfX0OO2kw\n", "x2FvWlS9JT9cM2BxDYZx8K7DSwnojYntseXXz7dlV9jKfFeHiretxDp7Dw6n4WJLRn81ZGB4uiUo\n", "xJeG4Vvh6i247wZUohJ3bZ2AM1F4MC9l6DPH4HEL7hmX1YYvAvEg4IWhU3kYJRswJSHcREUGfTfu\n", "lqL6fER2Ga2ooKtbMbjZg7fk4agPznxEi8mzDujHYd2vTID5KyIffOuImGv143L03F+AakIeXP8p\n", "qQPZNQG2Y1JFP5yRluemD6KHwL0v7n4krP3dmY6K7QtJOHtT9tq9AfyRC960BufsiuKlLBVRAAAg\n", "AElEQVQsuZWt7D6Q8WHEEEng5QUo7cBPtGGuANcuaMI78EA3JQO+eg4ii2Ka3barFtTiokZXArJO\n", "6bigMAHfjCtB8FAets8BJVjwCAp1zEBkXZj9u9pQOywtzIMxcIfUYAbcQEQN0N4YeBbEODyyCntp\n", "fZ/zBpQT8FBVB9eLYxB3KtQm1wDXCnTT8I+egytBiPug24KPZ19PX/5anf8fAIuI8fMJ5OT5K8jU\n", "7TxwEfh1frwJ94/CB6/qTQwgD5Wv3pSlgiMuZeicC+pnlTtrArWq8N28Z5Sf64P+Nhyv6jCIRmHS\n", "J1O1vgceT4OtIjMzIy0r5+NhYFK2EDaXbIU7ZVHyrrSgm4fqKQiH4LNH4PY0bJ+C3b4WYicdeshX\n", "5oGARvKKR91JPKfOfzOuQng4rY6mOg2FadnP3hMAf0hQTuIAOk555g8syM1BNQ37NYlO7G6YCCvD\n", "daKugynvlpfOjglvsalDd/dl72t21UU8m1JRmMnB5eNQWoQXpuXAeG4CDiUhkFBhKyVlQWD6tPDN\n", "uKTuXE9JuBUMKd4yzIjlkRI10z+nn7/lkKDOkZF18nYTNnaE5Sb9cG1CB07OrYLZKUAoJ+fMvSiM\n", "uYEkPD8FxdH3SEShugj1iF5L0QSXV0llNQs8IbCFIZGExT5cCSlVbMYUVNKe1p8HAnJfbEzqHpga\n", "ylv9nBP8M/qs5iwIO3SIBUNwsiJPKV8AbpyEeEQUSjMshfQpFKIyW5CQaXsB7k7L/iBsh61DOlAX\n", "W/Ke2rCLOURbrKCIX5OSLaYcZU9Yh1TDC/dnVVTHSvDptKxNvmiT7fHb+lBPaFJoB+AVQ2Z+h9zg\n", "DkA9Lp2Kqw23PdBvKQGtjRLACqYCWvZjEE5pmvKgHVLNJr/9Zg1uHwHnHJyMyfv+iEML0oZHqvJD\n", "RQWw2x1wqgXXInBiS+p30wN2r6y5w14YC8EDbgiMQ2xKyvD37snuoO4Gy4RBCnwe6EQ0sfvb+rNG\n", "UxOu3w3rCVgJKvvieRt4Q3DKlBupUZHStpZRlnI/refI6YBWSpBiYwCba7JHr4Zkwx4fNR6tgYLo\n", "bzdh2RTjp+uD6QYEHXDbD0RlHxPqQyQgi5Lb+7DngewsjI32KEkX7KcguyDzugPbyJPKDTWPhIM+\n", "p3YUfgfsBWDXA9tO0d4TFqQLMgv8ahMmrsB/UxIk/rYerDqg3YV/96u8AdhnALyCsPjfQhbO/x74\n", "Z8D/g4CmH2fhB3gU3nNVo1TOq0Dr9YzELH8nr3CQS1E9LKWe8MV4GzajypvvdsG3DYsbOq270xpN\n", "p03IHFZHTB2KW/KXj9nliGf5NHIbFtidcLEDjedhvyDetD8Oi0XwjMHUArgn4YQfBod0c+y19c92\n", "REKU8I6yUmmCIyczrB23aKMTU2CfVBj5zgR4InCyDZMFGWztGKJ99qPqiKYcUh263HD2umT+1UOA\n", "Syycg3HhraU2dLxw2FSh8nbgW214wS+u8S1DKV+xafBNwnhblta9oFKYJlpidxwsQjGqQrCZkGFV\n", "oK7kolNFKahvJ+WJYvjVkZVC0J+UL3zYo8mrNoRbeRmjlSp6yCb8ei+jLrh0QpbbNoAktOegFoTa\n", "pD7/mCGmStAB6Z4sh6Me2AsrG7jnEBa/ZUjZPTYpGma9IyvkDa/ynaMu8f4radlo+wdiIjn7muRa\n", "ZWUWt0PSHCYMuZb2ncoxNuyQtysic2lOmL1jAkIB+d83g5qAct4Rzn8UDLfiFP0hmdg1U4ICXTbx\n", "5TsdyATk8W/tQW0KghHZaseHkE/IMK0SUKj8YFtulD0/WFW5oN4MwPQZOGdogfm8CZkdGbeNoSX5\n", "HZvupwyysNhpwa2h4ihnu7LlcNSk1O5GoBgQh9/fAvumfr4Xx8GIwqKhDIeESwZ4633dcxlDWPxk\n", "Rf5QpYGmB6J6/3wtsMbAOA61tIqeq6fPZsype368DfcdyDF2/QQcDQg+2Z7XJIZbh/BGUs/oZFj3\n", "4yKwbQPvFbDN6N47siVzwesd5Xi/xYS/UYNLY1ANilY6CMhEbaMM0z7Fr85VINCFmwdi4N3wwUEW\n", "Zp8Cswq2FPQSYIurWDvc4NwQi+hyXIh2wAnzk0ojSzggZSp/3HKKLXiiCrlxyHSFIBxe13S+a4ft\n", "suqZY6gaVInp4O7V5eVfb8KzuzC+I8i1hO7jYgdeOQRP/w1+BApfELunMfr1Ovn5P5LrUXj4Rdn5\n", "WjaFUztasJCFN3WFDb4cgWxPlrBGFbIeLeaOIB+Zmg02AnAwL/vg2bIKSmQgauaRgiwQDrowEwav\n", "qQIcNSRosSo6JHabolteq8HJtPYQexPCzuM++JmrEnasu7Qw7S3BQkgfvM1SoMUrdtgrQDMC95ry\n", "i8+EoZCQe6EjKi+gHb/MwTIBeBkVu6N+8M9qksmjIJO+Te6UTks5wz0/DLxSBkf6sJWU4jmYk7f+\n", "5gmYu638gQFQXADPjJbopZCWbNN+OGZpGXXghaApsU7DAe2eQmj6Lphsa4y/ktD7XHYL516NQSkG\n", "8YAKRGqoJWrXryAaVxY8djCmZbF98kD7meYkeMuwfxckj0A/IY//2aGWeyevK/t375gWoM00OKNg\n", "84LRkhYx3ZWK1IdYOeOm2BrbqGiXIlpYln0qtCGX7oP9OFx2wMYGNNbF2ng6raCVAxcU2nK33DRh\n", "wwelLpRSsiSeT8p50XDr4TS7YqsELVkqV6bk6BlNwpmmVJphH4RaMJkHuvCSXWyzxbaoekGHUtcK\n", "JoQXtQPxW4Io8j7h+UtnoZuERB3e3BAURwAiXdh2SIQ4bCr9rGFXgEigLrPA2rbUv/M95VAcrUIl\n", "DOEarMdkpOgOKf/B3Rec1WvAIK/l/jtaoqhmfZq8VtwSjfn2ZIpmtGQT3hrA3hEld0WrcsZcCqqx\n", "SthlDd6JqTuOtaDd1JTotsFmSvbI+b6WteGKKI5jVSjXYNYJ9nEIxMGcgkII5gv6OTc8mlz2E6KX\n", "9h0KBKoZWi4/Mymo0DkmFp3Vg2gLMie0i0otSWR58xBs5aH8NDz+pOIuh1EILkh81Z+EM/vyGVtq\n", "a3Lcq0OpBLkZQWvzBVgsK+v57K7gsXu9MLOkBizv0qEUyYk0sm6DQgYGy3Is8M2KQWY4oDIO07vw\n", "9uuw5pTlSqihCfzlIXy1Bct+7RGe/QA/ouL/13U9CgvfgEIcmruQvC3sNVBTmERhAm6PwXYaxqPy\n", "mF+ehgvb8rdOFgVl2CdgsSoGwGpYY7FlAQMouCUesre0bPO14HZE4TCDHMxkoRgX1n3XAIyTMDYO\n", "F8rCajNT0gKky7AWHZlWdSX1twchtCW/jYAXPAMxXXYn5II53dSiqDEhGX3AVCFuIehqtw/Zpopo\n", "fVZGY1U3lByS0lcLo1CXKf0cGHqok02FfHRSEsTsGZC5Fw514O4q3JmHxBElf/Wjgr3KfQiGpdrt\n", "OMUA2U6Ds6MHxG4JT7dHBDHNlcS2qk8BPpjwinmUCSiPd6wnhk0zAM0eZO06QLwpiYYCKeHr2RgQ\n", "UxdmzcKYR5nKvoACeVouQUg7NqhMqOAFEvJraTggPJDpVm2g98ZpwIk+bIdGhcsGZQ9kHJBsqGvL\n", "peTbFDT0fveRl86woMS05Wk4u6K831IE9luiuNa6MJ3RfVIOiCL5cFfGbG1TC7iDDtQHeh2JrpKv\n", "Eh79PcOADlJXCXpF/fu6E8jD8XXwVZSBUPXBUgA6ARWx+bpiFMMGbEXBHRFVeWokcns+qd8nmirE\n", "ExbcXZNzptEXlTS+B9ctLcWPDEdFywX1kyI49OIqjqZfEGs2pIjNVkeWznVL913B1GTYj8t24GZL\n", "jVEgD5tF2Zh4/NALg1lSE7XWkyX6wKepPOjQ+97waJrLGZDcgysGtKpSNDfLyi5oWyMbDo9Czelp\n", "UnKOYNN4CBY9yokY9gXbNmehNycVfc2tacXX1/2CDU704Gf34cWkrFxaB1A05HUUHIqlM9fVStQs\n", "avpZKcPps3BhTEl/5aQm8lYfhhVolLQn6LdF1TxagmNlsLU1UR0ASw14xSZEwLsJ995SumBlAPdu\n", "6ZBqtmFySfYmmxOaoGby4DDFatrwCwFZ6cg19b9cg3vz8IINPr+kxupn+/Dpn+P//8X/of8EJ2sQ\n", "7MBeRf7zmRlhrOuL4mE/3JBxltGGkFs4XruhOMWdBbh7U2lVgziUZ1Tc4iZMFcUbv+WHwHMQOoD0\n", "nvwyBobMqbIJWE0LPxy3o3ijAWRNBZwvh8V+WXNL4LXjgtk2vL0Am24YjMncarIEnoZupGZYWKvd\n", "L3y1FoVFJ8TR8msDuVdGawr9cEbEPogMZC8bcoHNpm60H1AhvK+vxVXFK/bTwYgTPQAyY3C/qVSm\n", "YQjaJ2QT4TJg2qkAkgM3BAO6ebue0dRUB0cVBjGoB9XFDwdawBVNBbOX0xAKSjHqc8FBUIE1dQtw\n", "afLpGbLA7g/gWE8ukEZfNLm1uBgeuRkIpWTxkHfD/Q7tMzoeuOMXtDQLnM/q763aFOKSaULBrmIb\n", "q0NrT2wJv12TUSuqomq0YWYopoatL/jFPZRgqdFX9GMpquxmwyM4zZiCsRqUVmWPcY+ppbDdpoXv\n", "liETvpei6szMKnSWwByxxuIdGEeQUmOo1+XMgr0J3RXolmCjIUvg9MiDqdFTypPNDY4I7If1WYQM\n", "/X2ZPhx1aNpMueWnZJsYUVT7giLDfQUKze9qkbyZl+dTuwttn6DAGtAZ08HldsBcURGfW17wRvV5\n", "xrtwMavQpE5YmoQpr9hpQRfglamaP6MOtBqWBXbcC2drgmXyFpxqw8k9Lfj35qCagrv34IE9uei+\n", "0IHGGmy35Fmz6ZeZYt0U1m4FpHfY78OqKbGXFdUua7IoQ76AocPOakMoqikrPJDuJdWAExuCiSvH\n", "tX8rINO9aZsIAQ6nGrOpuiilqxEwD+CXr4sq3jwNHyrpWQ3WlQ3tyMqaZaymaddqwX99XXub52bA\n", "k4TtqJhNd+zS3fydJVhzSBvx8hCKTTj6TdmJmBYEt2FwC46tw+MeZSEfGui9SNegW4RT19QE+G/A\n", "hysiAty2wddrEuiNR+GpN0T1/P/C9Sj83Bcl7om15bd/wwG7MTgcEaNlxoThhJYz3Z4iDDdn4Zgb\n", "ttLqFo6vKkiilhQzxl6EYFXMmJuG/Haim7rxduaUD3wLjXADLyRnpZh1BsR17vn1sASCsLcHhS/D\n", "bgBWJsBRl9gqNwPLcXVroYbc92wjpksNMW76pqicXS+cakqgknNqqdkd6Ia0x5RBEEZOfvT1UMby\n", "wiXbKQi71OWYVXHq79iEqR/pShfgDGjJFm9CcUYPYMkFhNX97wSE6+4aMFvTcnPFr27N51KoRdyS\n", "EZllCJ4K92EpIivce3sKk9n3aEmVKAsa2nIqItDTEVvqjl25vH239gtFnwJXBlEZXo1ZSjErmgoY\n", "abggtCcBVgoxryxTVNjyiBE0sa7ReTsK/Qok1+EFnyABr6UDK9FRV2Z2BAElu0pquzMEl09Ipmmo\n", "420EIRHRhHP/FhztqKh4huD36bNvT0ErAbWARHztAAxMwY+1gkKCyl2YL4Krq6WelYNqUd3sJrJf\n", "uGWHnatQD0E9BsQFKQ0MMYlcKcCte8XmEd8+P1DwSLCvw204sso4vSvju/2g4KdERhNn0Q2bK9oF\n", "hOpwvaqu3DOaiBx9pZWFcrDqF+zxYEnsq62Q/HG8ffjAktSzUbe8p2hp8jlc1bR8pAqHRp+nowTT\n", "bS2zt3OAB7IR7aPm21rCVt0KL2o7FB4UqqhpS3fhQZuebZslR9qbJTC3ZLXBgRqaykCRjY6hwnXM\n", "hg5oow7RrizUHaYmBxtCDP7mmmJB9w+09/ngOlwNyqQuFoLAHrjKYgxl3PDWZ3VvXbxXDgKhknZ9\n", "jYSal/ZAyWJbRTD2YSED+TEtwIcB2IjI/nnjQLYMh4NQr8JdN8SWe7wHe9vwtxsQLMjrKLwDv5bR\n", "M/77ORnL9SJQM+XQGluFW1W4moPjGTjcg0su+EMLlos6THu2H1WSVw0xfF796+8CDyElTen1VPEf\n", "8noU/vknpeS9nlcc4cU4nA/DVEJdeTesQuNviRZVGsgaNlaDHQvym4BPiuxSWrFqkZrGzroF4Yws\n", "CaJdJVnNxLRwOrILa3Pi6YfGIRTRIszuE3/d21JRrQLeS7IfzoaUN2o9DLEwBPwKrd5uQHkWClNQ\n", "jkI9qWWRvyJGhKsl4UnZ0Nfv2XUwHPfCm/rQCutkb5mQHMoTZbgnBXA1ppjKoUvTSHNVkXsxG/hN\n", "yLpV2AY+vR53UAydaUsdeNsUpn24KGhhKaDldNMmcZjlVwTkkYb2EkFDZl0HHfB7RBsMdWSU1zah\n", "VVGHi0NjrGnI7yTc185gz6dC2YxAdkwTzLgNZnqwHtBkgkve7sWeDkd3UeysaEA4bs0hL5dWETad\n", "ilAM7+ge8Eag4JD/j7uvw2vHpwPV7lJwdrGlKaQQB4KaNg68emAn+6K1Gh7ZaK+PidvtQQEqE2FN\n", "I16bloz7bkhkZStyog3hqAJTckUxavZ7OsjiWdjqQKMOh6qCfvpuWShcGGr/sWdTfGDaELc9NAbH\n", "BrDukUleqQrVCuRio3B1Q9NCsSuvn4BDWoK2R/BRPqDI0bEOrA1hYw/iW4I+e07lO+RNpYQ1TQXp\n", "hJ1aog57Kv4er+43b1sd8f6YFvH3Z6HR0XvhGyjLoOoVtHJ8Vd273a9iOsyIqXOhLq+prEufy35W\n", "sFClrM/w3RlRg4/25cm/3RFpoGvqvit2YXJfIULZDXXfW0E4dhP2GgpBd3vVHGZ8cshctqBQh7ev\n", "qnG5UYd+Bq76FbTDvowMl5MwuQmRA2UIrzqAFhQOK98jXYJuQormRgDW9qC/BBe2oHlHEE/Yoc+6\n", "FIRGVxYlj6zqvcqWdLCeX4dvjAs6Tnik0/jPMcXU3nSq0al24Q+d8Jkd2NxWM2Xtwt3bWgT3MvDC\n", "qiyhv+qBz3bgyX10KlqwXeVHlOHrQ8HtPw/8b0iyvAN8Hfgfgf/79dfyv/T1KEQeg1Id3n9VFszt\n", "cUjcD+PzwDi04rDbgG9UYc2jTfjH9hXCXW6B/Qp82ZQLYIsRfhhUPOO+Ce085NegvQu79yrpZ6YO\n", "Lo827EebKlbxEFRNyJiiK46tQaQon46iXd1eJwL2hFSHvTgE44ISMnExTzxxKV6PO+EwKnC2nhKS\n", "akPBF66uRCNn7KKH9U3RR4uWmEylviaAklPdSbAzwu3dULWrC7oz+m/BroQpLZe4zgPvaCmJHrqi\n", "HWxVuTBmfNBOw5maiuSkX4dNzoJUTVS4Xh8KHuGbw5YWly5LXj5tA1admr7CA7ln9uxwZgR3rI8w\n", "8XoDHDuCrjwuQUZVu7DXXlA2wFWbzOZMBxRjSknq9CE7Lqgp2IDxHBwkpAhdNORncnsg4fiGUz7u\n", "Y00YlkdFyBC173hJdEM6OjRDAxi2xaCac0CqrQN9YBdrJWiD/ZCYTI4auJLq+L0FBaxXR4phpx06\n", "UYm2IqYmlPiOoK3hUFZW3p5iGOe3YGpX4/mdWekpQgEI7sJEBzZmJWry+TXGR/OKrczuy+PK2VeW\n", "dd1QLoHZ0ft9ywnn8oI+qi4ZDU7cEbTzpCFK60wEHJPiyDdqstTy+4Au5AoyDzMAwwYYWrQOe+Ku\n", "2yMSA1q2kS9fU5zzdAbSTS1zlwew6pNoaoimgJ4Xdk9Cp62fPT/agey0ZGQ4vaSpNOIQU26mCrt1\n", "PVOBATg9IwVsW4d41iZfo3wZnm6In7+7rryMjg+mq3pPl0Oyt97ekT3ynRbEltV0PVaBdzfgZzOC\n", "hL9ah8sDLdRjHWjdgGsJWKjLNjpWVDLgF/0yjfybT4ssUgro/qk34KkUpCt6/s7vydYk69azvdWW\n", "02wuDukzsOhX4lzMLUfXf38VPrIPT5jwT0vwbBYVrLY6/W4dHm/LDfbiAawXxPW/U5a9yreNEgGN\n", "so/yIyj+v4ViGzujXy8B/wL4ZRTr+H++jr/jh70ehc7vKrHr8yY80YG77oW5JDi9cilsO8U9PpGT\n", "cKI86gxtHfF7Xw6CtQyH2goiKTmAKNSHMH9HIRfNjuCf9Cy8AzjkUNpO0aaHtzOlZWbZUqrXWFP4\n", "ZbmpoPC1rjrvN7XFPR+OwwlLkYJ7Sd28C51RXq9TgSN+u0RK23YoFiBb04gZ2lEXbvOJull3iwlR\n", "6Wln0M5Cf02MiLYFwba84N0OsBzyyHfEIGWAGdXEU0iBKwRDu24205RL6UFDzJfJvvKB40MtyDxd\n", "2VIYhkQlA0uLq4IB+20V03vdgl7KHv1ZowmVkqAWu0M22sGh4IWqUwvjbg3sbUj14a01MYQON9Td\n", "bwRU7CuWLKuTA1lgOG1Q9MrszATcXXXt3pampxMVHSJGWIdrxKUl/bZXXO+aU53z8ZpwbJcBy4Y6\n", "fa9HASQBu/z+86ND1mMIinO6VGjpwEIQujFpL0KmXBYbPvmvVFMjs9mQsnMn+lrEZ03tls5tKR2t\n", "b8qnZaEEGxPQnBAceXQAAZ/48LbRz1Xx65DLBKWIXja0dF5oiSnkRbkVpQrs70I9I43BbHGUpRyS\n", "gOw9KzA/gFdiysGNeJSQFQtosekOS3k7fwDTO7C6q0S4TESNw/g+pOyQD4viGh/Cwj7sDmG3phD7\n", "mzV5VPlzWoC6bXB/XfbGB4eUrmbrKzd6x6eDjhI4r+hgb4+m0ZeDUN2VzcTVtjKeE0N47652elej\n", "kMsKNsoPILEJs5twJydrh6RDuQXzbbGt7toQWSHyMixvw51dua9+rqRp6EITXnDD8xH5TH2jKPjs\n", "kRX4B7vKIa654L0rwFBc+29sgP+OrK9jA/gDC75QVRDOl+4otOl8ATZ9ghgvl+GzVbi8I1uO9Lga\n", "q3ftCurdDqsJe2hTn2nXgidrUK2/qg72YL8O+SJkKgqIeT218437+TeR6dofjX7/UaQKgb8S2ufd\n", "s/CmlIy7qlXoHBGvNdSEjl/d2Ykk2GrgXxZ9csOCJ0Jy6xvY4a0V8XHDN2F5AmjIe8ZVhM0FyAWB\n", "BThcUxpTaFzd47UuvN8QT3jTr4WXNwMvjcHd6CGM1uCmBQvrsqBoFKF5VLmjN2La0E+hRW+uDwSV\n", "ZuQxtAyzvEo6itUlUoqagrFu2zQFhB0a7atVQSeHWzDYgXwJ2mNgJeHNbcEPuTYcbakjjDv0M9pG\n", "SsLTPbhtaPFYcIkO62po6Vm3FF5PCDIDOBSQkMtvgrsDTt+IEXNbg99YXK/N3xejY9kJsxtADPaC\n", "sB0Bv0usjhXfn0f61QxBXBsL8OWWXkvdo88w3BadcGhoWdryiWnkailty2fokEi5ZKa2FlXWwZ4l\n", "Z0lXQBi42dZC3e+ESkcPlDun1KZET51XHwmcjJ6UlJG2oI1dD8T9itbrGBDOi1mSdGn3smjB/gBu\n", "eMWnDhag6VJXtu2FM15Ncn2PrBOG4+Db1cLwUEcW37fTovT1HbDphcWafr+TgEAPsm0wK6I8VtDy\n", "23JKyzKDuOKloTybHGVwb0ji3+2KCnxrRrz1ll0/31dOaPIa8yl5azcIs2uwGxfr6ZghmKtiKifb\n", "iw75Iz2ZiNlDsBGWujpagruHYufM78DFHMSuah9zvif74ymHaK0MoDsl8aUD8C5JPHc7Ab118OXh\n", "XQX41ALsucRk29iC5evC5L0h4G0yhLs9q87fFZIw6h0rImBcXADbOlzbhecc8Es9SIbhWFfe+GZD\n", "U3rfCw8W4ONb/Jm5YzcMWa+0Hj9dhGdd8OGemoefaOlr3rMHj7pH90QfPrcOVy/BVQdkYiIZXFqH\n", "0quMLz/fgM2AFu5L3dH3a6Na6YezWfn+1wzRZtfsUBz9/03gJYcSyn781+vp/J9AKt9/iRS9MZTs\n", "1UJCr60f26uDR+EXn5Kz4KEYuPzQHOH8rbS66GpbtgoVH+y7VHQqfcECjlk44RO+PXAL072DOl3L\n", "Ie50vgPTe3KgHEYk0R4ry1CpHhgxZOzqUHw9Bb1YXSCvAtLpKSzl8G3ZAHfCopltOLV0PVoXO2S2\n", "IA+TWyFYGC2hnB5IVcTiMeOwOVShjDrl47LUVccf6MORvpwE95tQbWmp60pqRB+YUIupEOVtYuTY\n", "I+K2J11SK/Y9WoAlEBzTGQp2MnvC4seaytldD0u57LLLBbFsQLAE/Q4U+zC2DdM9KMWlDbDbtWib\n", "2xDWOemE0zUVjfy3pfaWviZUkgKzGgBfUGKkVY8EK/GuvFmKDrk+thx63+0uvY8PDMVU6dmlJ/BZ\n", "UHcofDto1wSYGyiLt+KCmE/qWCx9RrkU4NL3cBgwXpPnSr4tEU/WDvN27R8qTk1CLadUtUOHFLuh\n", "isRkQbuU3/2BivDcPlwf6j2P2DUlFhHPfbYihkonD5lZmeHWHDJ96/jE7rL1tehNDLVXYVoL8K4l\n", "xXHfpc53rC2svOHXAf9KRCrSXh4y++AYhyMR0XmtIOy5weuSorcRkFPpCRP2pmRyFwhLMzJdU7Tj\n", "Y119nm9DexpHUh1/0aXc6o6h/cf6UKLK/V1YLmjaOd/V+xgaQuGI2Dktj+jAZURf9B9oUXnfFfip\n", "bS0zV8fhQy/DP16D0w14xS81+C+4NLFV74F4XNOZd6BJs19Qd1/xwPNOeHZJ1hIO+8gcbV67P6Ol\n", "HVSxAbfKsn7/dsNa7cji2jOhpixyIEPHpxIS0DUM+BMn/NFNeCIDj2dg+w7qHHqwWYU7Iw0QbvRA\n", "D/TroKnEMdp8p732UJbrPkvuni96NBE8sya8/zMmPJaD6qsOkx/qMngdmP/r6fzXgPf9gD/71l/y\n", "Rf0Ql9sPEa9wPIeloIhYQzhqyQ0bdS3JYj444xQebjkgMyHs8GRVS1afBTtOLdzyZRWUeHuE40fh\n", "TF9d9NERdc9XkbeGUYfmlBhHWzZ53tu7+ryNrkb0SE8Lm7udWoYOXoLupLx69r1grwhCytshdAfw\n", "KcxhCrEeeinJwo+6ZZx1uSutgD8G4y1Ijpgq+TaUboptcsSS/XTbCVcjcKao/UjMWDgAACAASURB\n", "VEdlXDh8rKsF7AsRZQiHLQW2t00xPKbRAq0VgKJH3iYbOWXY5vryk5mrS+nabiiMwzJli1AKwaxb\n", "kMpth8bW8ptkb+5GXvWni/ByGHbsMtULDyCY0HuQtMH8qOCGTXV+3lXF3U05BW9YPahGVAQDftgP\n", "wIRLsMLBALpNQUpdF1wKqONOuSUEy/vEFAmMfIqaLnV4mOBsqlg1nIqpXN0R59+XUCKaOYTTKOh9\n", "zdJBu+kFR0N02KhT+HZmdAit+9RYeGNyP7cPNaGYptgbuY7ope3R/ibt0PdvtkXTzUY1rW16dO/M\n", "t3R/Z1Iqtm1LKl5nQwt+V0fGfvEmnN4Htx3+cwi8O3BXUa/NFlQiVH1S9NDVOBzKio5ad0v96m7D\n", "kbyWvC8NwN2UxfWRgdS+DYe0E8kCZC3tfFo+cGXACEHqFlR34Ph1+OOEJtmFIVw6CY02jFvawVXb\n", "Yj2Vw/AVE9Yuagn96QhcCUMvpwAbgFMdeWb9pAf+bh1+7yZ86ShQlQiqGIFUUDYoz0Wg6tDil5Fm\n", "56kdoAAvZuG+cU2+/TasFOD5Pb7TkcCC/ZwO6l9qaOJZsysl7Ne7Iio8s8ufBUB938sHvzAO5y3B\n", "cn+cg53ya3x9Hz69q/D4XgVyTdjLAU34lG30c/wI0JT5mJrc175eq/j/Bkrz+lff588s5PPzV3Bl\n", "7Iprszmg2VDxju2MsMWUGASraNnVK+mBjve11Mu3wGxBM6QufSUrPw78MCjBjldcXdeYurfsqtSY\n", "lbAglhbyOukHtcxs5WEuC1cTEEzKQCvtARrw3Hl4pKvub9iWkVihDdG2RGm5OjgG4ghPZaE6Cy23\n", "GBf2gX65+/JziYz2C0cDwsgZKm913Au9R2TtcOwKFIrAnBbN6x2N5Yejwos9fWkeMGDogfxQIhpb\n", "E8a6UkSHHDDwSGq+EQFPCwJJKU07dr0PrZFfCD4dUFZSStd8ALxOcDlgoYc8A1zq9KwebAwFDQW9\n", "8mba8Yvy2C3CeAiIQ6or1opt1FE265qimkON2cEtvUcxUzsQe1+TStiphsDhlqujbTQFZB1qwHx9\n", "Fdn9gcRnjo6KgDlQ7GEMsbsMh+hxPQQlDQZSRlccwrR9HaArJsxwIBgsZ5eK21FQod10yStmoQee\n", "KrRd6nhjwElLStXqrt7fmY7YRoGe7BYqLf2M19pagvr2ZTld7YP/prr8Zkj8b5chTcTALyFfKis1\n", "8LIX0gGwylIPzwG7SbFwikVILYt8YPPLXK8TgIfy6pjzSbhrWbqWDURO2MjrXkzaBTsV2mA2IdGQ\n", "ijlTg0YB4tfh/lX4iSp8uaMI1JejcHgZ3JcFjSb3ZHq414PVosLhb16F3wvr8G7l4Ng8POlX2t5L\n", "LtgvaUcBcLwHz65AfgbO7Y32A3Py6ZroKKry3Q04mINrt0Z1qQk7L8HOLYRs9Pmz1LrvuXrwp1lR\n", "amcsuGrBxc3X+PpXXwb8ZBo+0VQYURN59Pxugz8Pefl+VwcuZUbPy6uv4ff74h/iMpRP8caK/83R\n", "P1/iz08jY/TPvwKs/9vXl6taBEUNffjZVVg9gLdvwqUUPHUfhPfAexneviLK5BemZWr25tvwxLwM\n", "3nwtUa88A2FtZ/pi1yw7IWGD62llv7bcuvkPUmCURHWz5cHhh6NesCblDdQ0xOUO92AmIJfJSlOL\n", "wBkDXppUGPjOqKveMWBqWXj3JUv8/x1D9LNpC/oj3nYtBnM7YIvosIt7BTflg+K1p3tKZrJNqXhH\n", "DE0xqQZ4HVAyJGYZOPSzOiyYG8jmYncoiCgfUEEJeDQJRAfgH4qXbbkUQP3mIiyZ8PIA6jZ4OKfC\n", "W02KleN0yI/EMLVId05pQbkagltNGcx5bYI01ltAR/BL1S4/HttIXJTuSV+wMQPTFcFeniJ0JmE1\n", "CHG3LByCNh0KrVGRrwWVcuZ1KA9hBdk5xCzo2vXcpw397D2vDtOGIZy21dYSu1GGcQc4C9o9ZLrS\n", "eGwZshSZGx0Qhwdi3OT9YCRk2RxsCyI71BGrassGgZZM0MId2DVHn1NIO4GTvVExtwtWKlpi1LTD\n", "sl6OlOXtlOvCiRq8NC8/IasHtlX4sg32LR1A0bYm36pHxfDwBgzDsOuEp9IQCgMB6Q58bh0M3xiD\n", "hYYEgFf9gvIM4HE/3F6Dh0Y4+kQOvnBGh3ZxG2JVUUiHFuRX9AzaXGDsyi/qd6KQb8DKOpCDxUVY\n", "NGGjKQVvpwKLt+G+BlyPwbsmBc++yQW/WIU/zcO/PgbROuwU4JXb8GQc7u2MFLoZxZYOglI+917Q\n", "PRBuCiqL5wVlXTP58+AU+N641x9wlavwb1qoFvb4nhS0H3jZpMX4dgqdd3S/yZzqr/fqva76/FqY\n", "//Lon5dRasAV4Bo6Up5/Q6/t9V+Pwt/6nyTQGOypOF9dgXpJhfuqAxLPwv0bolw+dUze9u0CrN8R\n", "HNDoyOvm8G0I9sBMg3db2G/JJwhntiJGicOrTvulXXDuQHlc0EHHNcL7naKBTexridS1yyvEPtBS\n", "stbVw5qZ0oJssgnBGviawofzbeHiwzGNxv4CJAaaLNseMUT2vbDXBVcdzuRl25AZjnj3HQVjl52w\n", "M6Ypp1uETENmWR67CmzbqyJu68g0K52V8AObYK5YT+I40ymFJm2N/cUg2E0FmAx6YgodlIX/+7xQ\n", "GFchKAXk2e53iecfdaoIT46grV0TYqOpIGLT8jlU0t7BbulBsfzik7dbQBMKQ0ElrprYO/mYlNET\n", "3ZE+wKHl99hQmH3VgFJRpleGHVbtsnJwon1Gx5BtgdETR79rF8yUtZTXPBjtE3CqGE22ZO51gOwo\n", "XF793Bmb9iF2B0wf6FDIOiXGG9jlh7/QBZcJWy2FAg16EC8qM3jfIybJmW2Y6MGKBTft2p90y2B0\n", "BOF4V6DTlBDxwCaRFEM4cUsTZqwCYzmINBUd2p4R7bLa0gQSbYPLBSRgah/G+pB0wsFQ9MPOLfHm\n", "k7tgNXWfdw3Y2YL0LXh/VuZnEz0t7YN78I+egPgufNMPzVfgXZeVZfGZJqzYwRjTRH6op8W7HTg1\n", "BW+xw8kOfNUle+R7mvBv43B0CL9Vg3YSDvtgqir17pkuBDfh/rLCcL5e0LP7p054ZgdeXIZvZWW3\n", "8dCq/p8HKnDHgM2SMP0rBV67e3aLZVM1UYF/dYEciSf/Ut23JU1B2gWH+/CcE/5oJLT6K/U/+z5X\n", "zYLqP+RHQPX8fZTq5UAun//t6N+feQOv7qcQe+hfocyA7x6Bvn09Cj/1h3DKBvYGTG9JIv3Fa/BC\n", "Vt3gh+vy7enV1VHbbsN9S/DOPVjqwEYbHrkOviI8Z4IZgI8uwYoTBuMwXoFUSTz0mg3iS/DBVUXW\n", "udFD7xnd2AemxDneHYWY4wJ/U1S51a6mk3fugbOurq5ah7pLmLHRU4rRnB8eqkHIqQVmoqyDY9oz\n", "oq825PFjoDi/fA1WRhx43Dog0m3h5HtDTSfvWIKtRe0V3GgSyAwFh/XNkanZUFYE3p7YEKZN/GN7\n", "X6rpuksSeZtTC8Z9n1SFd3yiz42Z2qu4PeLBB50wawBDNUwFh+wu2naxfEKWoBxzIKhjz6uiFu7J\n", "Rz7S09/hsKmYtgp6bXc1lc3b8ejz7ZgSkNlsOhxMA1x9wXn5jj4Tv12U0L4NvEMV1g462DwdQVct\n", "t9KV4n05b7o9srFwGPqsfFXwF0VzdWZElz2fgX5eiuM9j3QhfY/oqXFLEFelKkaSwyF7Ag604J8Y\n", "6vttOyGY12TX68C2G/o7svYulCAwFLV1a1yussma3s9j6GBZ70PSLXZWZEPL3dtpKX6rLRjPSuMw\n", "U5bCPO2C43UdWDZL7qPHV+HkbbjVgFULnF2gLo74fh62fJCrws+vyvL4phMS64KwsOD5jpSqR7vw\n", "ghO+lBX98+ey8N4CvK8tjn85Cg+1YKOnQHSjBP97Dr5UAUz47QqkLLgWkAr2+gCmPIJYnRX4WBOe\n", "8cLzB7BSguWSFKv0FOLj6sBJp5ap30jAzbL8tz6f1V7rB14++HtT8Pdd8HBQWpWdN7pUBXaasOyC\n", "z3vgC334aobXPzn8GK9qmx8R1fMEeto/hnJ9/yGymvzEG3h114APA5/8i7+0FofzJZity+ckawEG\n", "fCQBJ13K4b3ThVN7UuqNdcBIwlePwPyUzNM2jsDqU3B0F15wwDeH4hEP7PIQtxtwvgFPOGDMBamw\n", "Hq5aRkVttgm1sHjPM21ROJ0vw/WQRtHTXRjvQ+YYXAzotTr34NYEnMvKGK4Z1CIuVpOcP9zRUu22\n", "Hwyv3CbbFkx39fCtWlqmJgvycQkbWmTvmJAFOJBLY9A+sjY4kIWCZYPjfni5JQFTPQR3TFFKD0wV\n", "7IJdX9fuwfJQzJRFB9yVlVjl6pS+Nl3X4s7rlFug16/FsbsrdWLTEJOji1g8/qEOyYZdfiPRoayN\n", "XRYsuBU6UjEh2pdOYgt1fxU7pCLaw7yQklOk3y6bg+RAOoacIXvmaUOLyc2GFopmUxBIwKUFfM5U\n", "d35tKIZRpyIKbmCggyFk1+J22BnlPtglptqZloq545EtyLGeLKZ7FXWvS0kpPafHZdl8I6H9gXdc\n", "StV6DQ5KcP4OrJ6SirVaF+2045XIznAKnmtWNeG8vQlXJiE/Je+erlvd+2RLcJCvKXfXfVNCo54p\n", "KC86hHu2wXWgbId8TxnLuV0d4kOP7ru8X8yVaF1On2Pr4mjMzWs5PN6DWgRWMhAB/pdZ8B3A81vw\n", "robMB2+6obCrZeaXTREu6MPRGXjZDat1+Jm6psHTIVl91Cz4WlBMow/YZIFgNmQlbu9LLPdERJNq\n", "xSNm20+3ZbBYGfIDO+cbefj7LTjshOX10Y3X58+p5z/gekcSfqOpAxn0zF708LqhoR949eHS3hv8\n", "O/7artdT/B1IXfMh4HdQW/JGx5rbr/9LDS/8tgGHWrA04nZPTcPDbqkPX06qKH08rS3/b0wKR7Yl\n", "INlRWHYmBl95N1z7Gly+rHCSOTv4d+EdNdm3PhNTytD0lrDmQh8GffjgJSicEtd9tSxsOZWH9WnY\n", "K8G5ZS14l1NgFJQxWvZL2ZgCbk6ISz9tKjzEGZDs3OcQw2PQgSjqWp128DXA1wVfG+Z9kIor8CJU\n", "F5e/1VOx85RgLaLUpWIRoitwMCaIoNoRVBWtgzMnjyCnF25EdHjcdAlucrVUjLp+4eDlrnDmCFJK\n", "H20K3qlExdZp9ACX5PbrQ8FCka5YQC10mPosURw3DSVDOQ1BT247TFkKprY6Wtru27Q7CA0laLN1\n", "oOzVNBAa6HWvuUXb61YkGts3tdcp1CHegE5DArvAuHIM/A1wN2T7/eyOXCdnLsDZ0YHjdanTZMTI\n", "mbRkwBfMgVGDbZcStI5UteephGCpD9ZXhQoMz8F2TJNo1JIoruTTr3MHWm7aV+DKaKdydA02FqWO\n", "bjnhAxfhnn345gKsxKR1yBp6P5xdKXjPl+HG6DUW02DfgZPrYIbg1hgE2lKbVtz/L3tvHmV3fZ55\n", "fn5339equrWrtG+A2C0wGLAxNrZx4thjZxvScSc5Mz7JdDJJTrrbSYc47XiSOD2eONPuxO0lHgcb\n", "B4PBBmMwqxFCICEJLaWSaq+6Vbfq7vt+7/zxXCGxi0UgnPueU+eUSlW3bm3f5X2f5/PI3fpUCK6d\n", "gU8sw51Z5Qsfa0NyRe28EzWhMhwjyr4u1WB/Xmapy1d1Sv9IDL4YhL9bAfLwF70w4BLcb9eq/u4X\n", "Acxw0yhcZMBmlzaYPygIKPh/ziqVChdEhsA1Dn+egP/phz9Jw+dC8K5eyUl/UoHVBFRz8FEn3OPU\n", "zf2u5VdYX9pA4cXBgq9WViB4WkvH/Ta3Zc6NOpPF/x+RFOBZ4DFkU82evaf0whqd1AlzGbg2DlfE\n", "4YfrxdEJAmsNsXMmCrpGT4RhOqCEr+vm4KEgfCCtoIl1KbjbAz+LwSfrUCkoBzRdFYAqZIe5JuTi\n", "sG0WZobguEOtmJ6qnKnZlOzl16YlTUsH4afLOlWsjcok0rDB3n71ev0NgZnWNEWgXHQDBqTbinXc\n", "mtSpcdGqRW/Kq9NqpeMHwKUEKodZcLGSWYM+V0SOVcMCI17RKFfRTSFlh0qPUBj9WVhbEps9kEeb\n", "t19/R+mOhyCE2ivJXslAFwzhiEds8Kxf6pZ1JbWuUhYpgYoVcWRsbd04NiE6ZsIMppYWximbpLGW\n", "hnrP7poMM31t9eQ3WGXoapWFAV62qA8fNumU66sphSveUL++aZJRKooyUL1xcMehuRVSBclmt5dk\n", "wBqcgatjcLgMuUNwZAdY3FB3qP1iNev3KtzSBtZyw5xPLaUNMbXJBgrgNkOsCh82wN6Ew4YWxY1l\n", "+Qm8Fc1Z/CZI9IO7oL+XnpIWOcMJw8u6SZwIwCEfbEqDtw1P2iESgYsXdTMzDIHYisuwbR5yCTh+\n", "HvzCIf2ezvkhtCrImNOsW8F8FcrPwJZJbabBp2US+8YyOtmaYMgLN1wMvzOtje+pMThhEo3Ta0Ch\n", "LHz2mgo6TTfhYExjvheVHd5vgV9fhPsDGuo+ZYbhVbi+CscX4dv9mg29f0XzlsvqsMGh37WxBc1i\n", "rm/AZ61yzP6jA10Z6zx/aPsm1bNp+Ps++GhF0uMfN3nO7PVvt85k8f/7zsvJmgOuO4OPewBFIr2w\n", "/jPwwzP4+E790ceV3mNrwuij8N/m4Kq6lAOXLUm6u28ItgbhooRSi9o5hTAccWuRm3JBbRW21yTZ\n", "/EFbeAd7DtaUNayzmjQ09GXlJjw6oD7jZqTWsRsiOm6owmQEQjEtIv5e4aU32MSEL8ShHZaCx29I\n", "utf2wCEzNLMK+GjUdMqNlNX6GZ2G406YKIvRP+yDC4pSGvU24WhLQ9BQQYNOZ1lXZ8OQgadaVcBF\n", "cQMsNiEU6Aw7q2DugWRZFESXWQvrjqzMRbt6lHbkNJRnMO+DuQZYouDp00bUsOkPOG7RaXywCfNt\n", "mX4aVg16GyZtGGWThrhGS2qasU7LwtwxjB3wKPd32FDOgK2lG4qzLWVN0qzTfNau753DDotpGa7c\n", "dmh22muLHmnFLTVYVxQV8qC/Y+pqaDDstChVyr4ZLCOiuJoNDTmjTbWi3E4FiAwtQ9QC1j7oOa4N\n", "dUtes4NZj070pn7JTzEka8wZ0utf0FSgjbcAnoiGyZNOmD8IjUGpiS5dhWMRQfWOb4ZZuzIKzs9D\n", "zyCU1kv2aM/LX5BbkR8h5tcw9pKCojdnSxLhXbQkjtDRLJSWJSSIptV2u7QEz5iQFdsC1/SphdTX\n", "0DzF1YbpFbh3UEPrg1a4MgN3OuAHNV61hQJaN4Nt+FRayW63WeFQEf7JD1dVoVmBxWJHAgw8axWY\n", "7tfq8BuntVr6XEgdcya4gjdQixn46xb8yCu+0N40Zz+F8K2uazsvZ1xnsvi/sNqc2VDj/a/jsV+i\n", "/ubv4LMm+DUrfCEDP3Oo51ldheMlaZ8jdfhATezvh9Cg8P7j8ExElMXRImyckgJi2galLHzDBDsN\n", "uHsIin1azAttmLwGzo/rdPaMBXZ1NO4bVjTgia4RsqHq0+I6WIXdLS24l1gk33wmBAMWCCXBn1Qc\n", "ntkkXLCvLYnamhxMBIQUqOR1OnbkIDCjobB9AGbLMmHFmtJWewrgdMCIu2MaCkBvWsqi+X7o7ZWO\n", "e30Dkm5JOC0lKYmqDUkMh2uQauqQVTarJ7/JEAZirKWEMF9LJNWDNUn8ai6po5KdAaml0nG8WnVD\n", "KKCXYlEbTL0pV6ynASMlWHZKK99swLwVrC4Nfs11KDWkwko0ddrvz8lEttzWJmlZ0XNzujvSOiuU\n", "SoozrFeEMV4tSQ+/KQMHQjCQUAJXzgVrOgPTgZbmANayPk+pqo1wEMj4YTKr73/UBolVKPp1i5nM\n", "wrVV3ViyNi3mwaRuYvEgPN2Cahk25+U+DwYhXwdjDGI59eBtiBjrLmuom/MJv33TYbjXB71x+VcK\n", "c5rzeIoKTY83YNsS3GuVBHXtklpESxZYaMDqLFyShO/k4UEHbDPBPWa4LwYY8Mkh+I9NOJjTJvZg\n", "D9wU1wgvW4J3LUgZ9sAA7DsO0SVeXfFShjvK4HPDSBMetMADS0AR/rIG61ywGNUgtu4RjvrhvPhV\n", "R73q6w+1pI6J1s7g871JlcnBrtxb87nelnqk83Ky/vzVPuD1LP5vdhmv/N+fy8BCGu7qEYTKhZSm\n", "a6KAQ6CpZkrkysuKUs7YY0AdDu6B965X/381AjfbYPe4/m98VcPjXwzCL8Yk17x9DN6X1jV+pQeC\n", "ETg6DbeW4aM50QvzE7B8pVopTRccDYBpDnpmBP2qtiCZgdKcPj64KAZPs6RWR6kt1641q6GrMyRJ\n", "6XAUbpxTuMdMWlwZtndyPOOyn8cdYtas1mTOsli1wTmG4byyVCPTARmRIggPYK3AYRfYMmrbJA0Y\n", "9iqf1GXRcxjM6/PMutS3X7XJ3dlfl47dcMCSTd4AW01DSVtDChx7XfyUWltwtGpbLllnTeA6r0k9\n", "/vkmbDIpp8DhENsk2jFlLbnBkoU1WSEhBpMK7jnaB/1ttboSWQ0gRzou3iLqgdcqMOGCdSYIexRX\n", "mWlKzhgKwaBDss26tZOJYKgt1ROHvFvBGu0m2Ev62VyYVksuYcB4WcaslWHYUVGG7JhJQfSmKuxr\n", "aMazw9HJaG505JYDcnBvr8LMEvy4VzOf4ThsLMCkCyZbMFyFbdOwf0R2/0YZnFa4rKKNzh2G8Uvh\n", "kmPi3j/egPP2wuQ2yWrXuxTeHpuFWxvo77kzkMUF15rgogpcVIe/OgLf3gIPNOEZQ/DA93uEOjlQ\n", "160veiaoljbsXoLdbhg2w2KF507ui5nnO1y/Yu280rkBfGsZiv0wYMDROvzs5VR+3XoL6kyknmej\n", "PobaQpuAjyOYyL+8xPvdAqk/AdoykjxSggfyMB7VKfJRjxJ3Gk3Z1ps2tUgWy/D9BNzQB79Y1ynV\n", "24KoA/YvoF9GA35hAK43YGdb7YS966QF9pvBdh709QsPYWvAgy4xaY5FpDBpN6QacZsVcBEuwcNZ\n", "cB6HaEIO0FhIkYN2M1y2LE5PLtWBujmh2i8TUm9bA8eiWZK3SQ/MRoCyuP2WY9LkJ2pSDdlXFWDd\n", "n4IYsN2hNknDUODKuFctkrZJRE2jASNVRRRWHHJv1uvQLkrOmasJmZAwQ60sOmLOoZuK367ZirOh\n", "PrXLrFZy1aS/+X4gY9IswNsZmM8XhOY1NTp+CJvMbDWLbiw1Q1nJIUPyQXtZ4TLjFSi31YKacsDw\n", "jNpalQbM1YVdbtg1mA6uiHV0uAzrg1INFcrQV5ZRar4MIxHoC8nXUPbLubtqEYLBhDJZk0Ynm6EI\n", "xiqUa8Ih+0+AfUZYkbRLHo90H/TkZZAiA+N1pWOFG9o0Aw3xiAZXlSfgjAv+t7dH8Yib5uHqJXkO\n", "vmeFTAFmHJLnjhzoIKjPh6tLMNgLVjf0+vUzC5UVunJPVm7YkRnoS4uDc8Sllk+uxil3qRku9sN1\n", "nX8PVuCbMfj+EUgk4ReH4OacyJQ2FPg+EePMxBxtoNaRFL5SF6DF80/2dRjPwlNZmMnw89d6OZfq\n", "Ft6g1NOHSGBTL3j7BWgA/Hrrzs7La63TbNdPJeFmh0BbjvWiSz5ph71NBahXClAbAkLwOyVN+L1+\n", "ONIHE7OnHqenpACTS8o6ASYtsNoP2w1lc9oqUB6FZhluPK4+bGoUth6DQkUytTt7hMfttauPmq5D\n", "ICk9+z6/Tqy1EDTymp1P1nWt35kWdsFpA2NIjJVIn1CvRgPmzTrp280wNi5ypKkEbbduAk4TjOU0\n", "KG621VPOerUJps0aUrur8iZMt2EgJadrzQSO08Bb6ZZ08raWNPkjq2rHtGwaNJ5cUwod96K3Idmp\n", "udBh+xjqAVfKymst16DaowCZjE1qp7Rd4LSqSZwkV0OPY6/CRVmRK60lOO8A5BvgvBRGBsW9n2+o\n", "BbRc0oZadgpxYa7I8xBui5Jp8qvdlSpr4GitKlil4BXAzF+GS0qS7B4M6PTd29Am0rRI+591wnvn\n", "weeEByOwEpf2fTKrgXXeLPy2MQfLfZKemntFJJ3ukc/hPXH96Uz0Q++wsB6eOTmZn3TBk2049j0N\n", "Vddsgg+lYWsZDo5qk24OC1x2ZERD7/fGwb8CISccdsIHZ+HGiga8/zICnzSUfnVHD3xrEe3KFbg9\n", "C+aA4HCPArujensZOFKDJzoy3PGWfo/fknrhhtCtt6le6eT/SWTA+gjwe8BeJLMAuI8z0ui/4bqF\n", "l929PjQCX6qpH/yRJEwYsGkCLk7At7JAVQqYd/fq+j1nhfmacKlTKT1GxVCPMtGEB0O6VgcSHYxu\n", "5zQfRoC2ZAm2FuHavPwGUyaIb9FiWQlKgjrYEGtm2C77/3UxYW2vjcoEFCgpHrIwo1SgsKFowqZN\n", "4SxNO4Ry6mczpFtD2AzljfrW182wMa0oyqZbWnwjDkf9Amd5DLFeemsa7JmKOqWXi+BekfRyyqQF\n", "pe0S6iFtF6W0bdfJ2WbV11LyQcEMPqtmGy1ThzxpVr5PvSq3br0kGWpvSQYomwc8HSbRjpYcqz2G\n", "8nMzHbyCqSxUQdOkFlGpqceuo+cScyiofW1VXCdXEJ7th3ZS7lVHUwayDW1p6KcdoqL6PNqwHCZR\n", "QlfC8gR4mroBuRHTxwtki7BYUPB4KA1DKxA16+ddNzR4XXboZx/JQCgre0p9RXGC0ShMLMO1Wbhu\n", "HijJcZ08qpmHyS5K50AJRqMwYddA90QGdp2AmQn42AbY0KtA9lAMsgMaqOfM+lk+0Qc0YSShfNiF\n", "loI9qmU4vwGPuKDcBxuX4BMlHRKOeGClCLRO3ZbvLsLBFKcULg0hoA2rNspYBX4SFwa5Wz8ndQtv\n", "4OT/WeASpLG8HPgWUurc8SY9uTOtk33M08uQuWmoqtaCzazTsrcB+6w8d7KIrsBDfToN1hwiMy6e\n", "9jCTSQ2pxlwwuwDpEkSGYTAHx3yASRrhyao2lbhN+vtaTm2ODSWZryJN9Z+voQAAIABJREFUgdqa\n", "D8JYHfIeeGYUgpPQyqs14yzBeE3vf00Tdhm6ZZjscuAec0hpZHXBoAFOr5J6kk0B6+IO4SDyfZox\n", "xFJQWydpYmkVZswiXPpy4rI0rGLkz3UwBNmC5JYus5C+Hof69YGOYYuypJv2JjT7lIuQbyshqtmW\n", "Ka3PpGQjpxlm0AJeNST3nPSo/WG2gKOuzXO1poUwhMw9oYq+b6G4JLIZnzbokg2OZ6S82uaRHHau\n", "R5gIc482DU8FtpshGhR/v23WJukNiv0e9+nzbl+Vc/mgTYY6cxsmi/oeGT0wUtTGNVrWzzu1CuUB\n", "KNRhuR8CE3Ib10sw1AP9+2WGm/PoBrVaFQp6IgONEuTXiQWfycEBM3jn1b/v26FbxXuntPkcccHP\n", "ovDEUchNwq9dDH9dAKMIPxmCxy+AWAvCyzAwD/edD+1lcYzu6QPy4JqX0/ZLq3CsR+2paxPw+0UN\n", "UA8PwJUGXGmBH54kTL4MpGwiBv9YlARzqqy0vG79W6pXOvn/LqdcvFHg+yi1ywlcyFt28v/d/0/h\n", "44tFntePdDiE4N1egp8E4KBd9vrv5uS0BKCh7NINA52Qk6ZIiM8WeG5DqdQgVoRKBWjCREuBEXGz\n", "jE+rC6IUFkLaOE74YHpRC5erBVtXpDgJG2KzrLgFP/M2dYNYaigCLtNQW2U0LTVNXwtWnFDMSQk0\n", "kpUU0RUU/77gl9vWk5Ob86ejGnibepQju9APqymw1jToXGOSesVtFjhtNC01TLYuR3BpETYkoT0I\n", "Gw1Yl4a6F2w98kr0oZtAsgV5FxSs0GuIW5NzCCUQ6HBy7E2dnMfRIDho1ddgdcKyV7A5u0NpUEFD\n", "IK58S0Pa8VWF3fdZBXEz1RRF2UbRi7mwgGnOqto2/Y1TgeiX1kSstDZ1Jlh16/l7bHJm2zpUzhb6\n", "mToLitLLxaF8TD4Ge14LXboKE22pkrZUYV1SWcSxljJ5W2G1w0bnYX0e9jgAm2Y3Iz0wvAmaA5KU\n", "bl3RZlE5At85CoemYZ0fbloUf+fIKDgKChM6PwNP1uEX+uEXSppFrcvB3Wb42dHO97spEmn/FPif\n", "FdNnsg7RBbh3CSjJcLiQ1gC81yxw2xorXLIMv1XSJvlUnlfsq1eqyr6tnAVtfbfe5rqFN3DyzwHr\n", "OdXvX0b6/jsR8uEtqi+X4HtOyIXgSPzU2/euyIW4zgOxJdid4ble5+mbxEXAh6dhoClK4H8PqLfa\n", "SsORLM83lVjh5l74qyQcfAZWRpWP+b5VuKUAj6RlDlpTF4pg00a4IgHTabjVAYleGcH8eal7Dpnh\n", "6TkNRK0FDZGvicKKByqZDsGyBK310vvHfEqvylS12W00YMoNczvEeF/jht6qODTBAdElt83p9lOo\n", "iSk051GLY7IpNUtvBtaXwByCXEDws7RV/PpkSA7q2aYgbDVDnKN6HJphyfQaduUeTFqUDesxC6cd\n", "9am1s92km4bXrPenLlZ+u63vVb0pvX8amDZDuSDSZNkk1ZO9pjlFuaMOuiIp9U/BkJPzIIoHHMmI\n", "b+Mra/ZgbYDHpdZKNq+v32mC4xa1kZJlSJ0QjM4xLCloKQbHFiQ1zIf0/qF+UT2PjUBPXZu+qazW\n", "T7WqkZfHBavb4co5YJ0oksNmEUdTyPUdKsK+lmI2acO+/TCyQZte/xK45hTdtycA743A8V64pw0f\n", "zsC4Q4yg1Xn4aQj8PXCeC943B1dX4Mkk3OaGh2d4/i24DrcuSvTQZ4KLo3BDR0e/rsXbJ+jo1jug\n", "Xmnx/wwvxpPmgBvRPOAtrHdXIeKCI6e/8ZVciKdVrqNmuKgOP3ZAdRB+Z0Ws/K964Xsn1T8AFgg4\n", "4K6gDkzZJDzlhR+cZHBX1TY9ApCA29ZD8ipZ6FcOwYwL3lOAq5ICiH3fD/cfg9uyEBrTYtAzDNed\n", "ELVwd1Mae2tdEsotVaGKlwtgPQr7N2imsCGvGD8ccuquRGCkJlxE0qrFqeaERlb94Mq8tPDefi3A\n", "NReUImr/uBLqi0fdajfVTWqj5NpyCC+ZYZNZQ9SEQ4uwraEoQHdRUtKqDSjB1qoIixc0tRHEHArY\n", "aJXEcnH6pEKx5TuUUJskpmF04p5zKu920SQ8dcwCz/RItVIzKWFtriHGv7NzQzkvqVbW4aYQGVVD\n", "oThLWQ11M9Ni+2/Lyn3q98tp3d+EVAYyLYXcO1fh0qyCWLxmsaEMA04ElZiVnIXzsnC/U3GQ/lkp\n", "iZwuzRfKLdgY19xid0l5EDgg4IVMEaaOwp48hMIw5oOti4LDrfHDLycgk4Rbd8C/OmApBw8c0u/h\n", "/hUgDqaC1FdHLbDbCgsvBw2rwlMxuNSkzw/S0u/ntN/rbnXrRfVKi/+Bl3l7Dfj2WXgur1C77LDy\n", "WtUIVsAGR6rwFY/yOvf3wWAJPpGWnT3j0h935uQfiQlq/XBThyNzZwDuWIX9L6FHdoThl5KwdpfU\n", "IwWfzC2FNhzqlTTwsAtSx2HDMNx4HmwqQasH7toOtWeEpHjIgO0fhnf7xbFvF4VoOGaH2gR8yAnh\n", "HtnSSzYIeCDnUQvF6GCgC0W1HYyGuEIDMfDkpam2NsFuUuRluqy++LFhuWOthnDA1bZ0+qstGMiq\n", "jVOxKNu10VZE5rpOn36wqoFqxgGZcMcf0NImU65ooxnoKJSqhmYGKxVIVYTFNplgKKWQkGMDArYl\n", "agq4H3TLPVxDyIgTAzC/qOjKj9oki13qE1jNHRGTxuJUq6hmhvyS2mShNqQ8GhqvAdbGhcJYrMM/\n", "1zU/2LwC16XhkSExkXIW6ft7Z9QOMU3DzrKyjHuz4u1P2sAShI02aC+CNSOTYWwU7g/DL85IXvqt\n", "Gjy0CI/PAssa5I6a4XgYglW4JqfDyNf3wr9PouvD6RLLFjwUhXgAgjZ4NiYH9yvV3lX4fD98ryNg\n", "uDfKOUGY7Na5Wmdi8vo48H8h19BJQ1YbadnegvoDN+wpw5HUa/ggJ9w8BNcACyb4Zh7uKMA2A/6u\n", "qYUfXoz3GLbCulX4mUeGoHxNp9iXqm1h+FABruj8/4NeeKgCT7vVs3cWIBCHjwUgt1Ysk7EMbI/B\n", "P22A2R640iVdfc+DMDQEmbUwNA/lEiwAV9QFVJvtnBwfLsDcGAy5JY20maTTnzfk2OwpKM7wQgPi\n", "ZbH+a2EZ44yW/i9QgsFpmXoGqrDeDvNOzRzSVfXuGx1iZ6qhqEZnAyJOGZ8cLQXAh9saaFY7WIf5\n", "mlo97aJ6786K8Aoxn5DUJodC2PszsFQCzBCKSv/vRW2cilnKoJYLxsr63vT6YbUtrXujLrXQUbfm\n", "mD6HpJ6tJRgzQyoKpj64ZBH2jYAvoNbXcQfYZrQp9z7bUQvZ4b5+aBSguAJD09pU4h4Nx2+age9u\n", "0IZhski9df00PJpRHGEoJ2lwcVmtsOtKuhF9NAG44CEXkAcM2JeBR22wbgluMWnhB920KPPS2voG\n", "HEq8ht/5BuxehN0mulLKbp1Bncni/zdI7jl+lp/Ly9SXZnnN19f398N/qcL6zrCr6YG/TMPRRbh7\n", "WPF/eeC2JmROW9wXm5J3vjsttr/R6f8+V2bUQ2rBSkEkz5OL/5wVkjNwPAQXF6DahA+khGP4CdDT\n", "VLDMU52hraeihWxNDzxS03B1cxZcBjzrFvIh3wO7KtDKQN4Oi7PQvwCWncoLrph1C+htSG9urApT\n", "XEDtq0RavfwUGiy62jppLxfV/lnpU2wjnRM5JbF52r1S0HhdCvdwOWC3TbnG+ZZMde1Oi8FahGxb\n", "54JDZrg0CX1e5ehG0HwiaRO2Yd4N0xa1qzYkYKiDYXCGhUvoXZUTN9sL/pp8Cn7AGgBnXjef4TYc\n", "sEI8pgjNWhO8GQgWwJWCUhjGz4N3x2G1AfM23V4e84tu6RnXDSewQUPzlSpMzMG2FKyzQ34emgX4\n", "6yuAsHIHUlEYP67ZTTwHxaM6QMS9cHlKmIIPlNW7f8ohqSzAcABu7oPLmzBuhv9RgFttyjZIG3B3\n", "hjeOFX5hdRf+bp1RncniH+NtW/iB19W3dJhOLfygoR2dxe0rC3LrFtoa5j7valyEb1XFwnG34d4m\n", "7D+pHLKLlXKFCWIGfC0HX83BfFj/fW8K4kuid663w3s714rbbXB4Em69HC5zwuSQAtNdRfhfUuDz\n", "wqxfi/GBpjala3Mank54IOCHZh4m41IcTa0BqgrMMPt0kj5kaAi6xQT5pHwIzhQcrwtL7O2Xwchf\n", "Fes9WoRgXjeHE4YwCLWS0MyRBow3hT6+oApWi/Y8T0tGqyU7REo6sTeKMFRWsPhKXYv3mrZMVSMG\n", "zJnF4gnVpd4JVyRdXFoQCG51DkxpyF+jvOBNVW1yeQvYnBq6phIKml9bVetryg7mjFARpoyc3eU2\n", "UAFzSreWPGDLKSs3uAyzbZh/WsPvyALs6JEEd40LhmPwsAE/isOHpuEDRfhOL1h3wtVZWF+BPRF4\n", "sALf3gW/Mgj//Vm4tRfiITjihPMX4eFecJtgxgY/bQrEt3kEPpLSDe4XkBLsS/Nwn4FO+//myZLd\n", "evvqTBb/vcBtwA84pYxp89br/V9DTefg63745ZJyaB9vcuq5V+D4y1EEW/BoFB51oqPsafb1a/oE\n", "ybqo87E2H/zleAf81uGM04KZGvzTRrjTCgspGJ+GXAvuH4LFNWCLwnAFBiOQTcNhi/rfuT5ozWiB\n", "eHxQLteBKAyPwrxDDKCrcnC8pjDuVaAcEOI3UALvAeXx+tPyOlTy6okP9sJ6j9KoYg1xh8bsEBuA\n", "ogfOK0rvb29BbEQ3hI3obda2+vUWq1o6Iya5VWMVyWYLAX1bbSWd1HNBactzLSiWhUL22xVGk3DL\n", "IWvPS/bojEO5HxphiJV1g4g2IRmGekC0zYxZCqDZrNAMYzFw+GHEA9aEuPnJKkxEwDEH7ZjgcyNh\n", "ONEjwFowC9kM7NgHe9xyaI+ugcgobJ6F98e0YUx45K7d7YCJLUpWe++8MiGKAUHJcMOONjzshR0u\n", "hYrvG4XZMCxmxbtZKMKwE/4iAoUI7HeAY0mtHu/J37OzTLHsVrdevc5k8fejvuQNL3j7Obz4H0nC\n", "59vwfa8Y84/GOPPhVwtNU19QTitsPu2Pduxkn/a0bIOgF/4oBL99QtCy211w0AN/7JGGfqAgpk5v\n", "DJa2K2g+XZTb0r4i1cyoAyZLygrIbdVi7HTCZS3Y2ARbGvKLOm1TVHZq3zN67B+VYXg/HPXAcBB6\n", "LoP+oJzMZpdiAc1hGFmSFHDGoQXKvCzcdHlAcYPuoga3x1xy4FqA/qK8CTVLR61TF97BHQePRWEx\n", "RlkZxvaWbgKWmgbQOZsiJNci3ELTDeUFuYHH4nD+EzC9USd7c1VKHLshnHTFD5EKpC3aECNLUIxI\n", "djpsAssqpPLKGvYB1zwJRyZg33b9PJ6sgz0L+9fB5Cxc5NBcwldTL/9RnwJF6jn4wvlwvUOY7pJV\n", "s4W+qmS4y02gBEd9cF4Q/teScNUHZnWLvCsN8+MQ9sGnhmGHoVlHbRjuLcNsDh47ycvvVrfe9jqT\n", "xf/fne0ncRaqBdMJvXDyiv0GayEPd/qVMzpllkP3hX/I651wbUfKGG5Ir//EMIy2hE0I+zVItRyD\n", "6LRCuEda6l0X85I43nwIvtAPM5vgaqCZUWso3YZjXthQgNYkHApL6pjvgdgQLORg6BltGAPTMOPV\n", "4w7lFZs454UjIalvNlZgzxoY6IOQFVaHIBWUYax3CYpNJWXNDYrVb/boxpNsCWucsKlV7QRCERio\n", "SSaZaAmC5s1q8axWNPRe6mCm64bmKD5DBNQdSwqmqRiwKau+vq0JhCBSgNqoqJpHm2pH1Twa1uas\n", "8h1WQjDrheI+uHgv1IchW4ELDoIzp7zc9+ThtxJwmwMucAANuGof3NWC4jAks3LqpixwfR2uLMFe\n", "A+Il+PEA7LPAoRI8vR8owL3LkB+V7DRfh5vm4C4bzCf12B4/XGCHGzJwVRm+MQh3euA70Y5o4U34\n", "XexWt954ncni/40X/PvkL++n3+Tn8maXDa7uV6D1aqVz+n8DuucjSfg7k24ThSY8EH3x48VqOhnu\n", "7GwKk2a1LjZbYP0S3O+R+maiD+JJWBeBYFlSy40mRUlak9CfBPtROLoZti4rpWp1BHyLMHWByJEm\n", "izAQ3pRUPD91gjEKa2ZhuKB+d7EMT1tgq0tDyZRddNB7tgurO2TX4htqSrHTLMCBPti4oEAcM0q6\n", "GugBAgqcd6HYRKMi4mbcDt6O/8C7pKFyLiHlTNYPBKEnIJfvVBUqOSi1wB+FYBNSbnD3ifw53hSx\n", "1A7EtsrItmlFgS0rAzCcFX9+IC+UhdPQADjeFD6iAVRHlEs82oBZEzhG4VsRSEQFjkusV1jMeYvw\n", "zCo8lBc+48M+2O6Fa8vwrhT8bQSejMHMooxhJPUzTRThJ/tgdBg+XIKnrOLbn2zlOOqaMcx0cMb1\n", "omYbC6cZFLvVrbe/zsQBaEVWy+NIf3ghko/8+Cw+r5N1C69iUX6ZMuCDI/B5A/6gAutsMO+BmTdC\n", "LmwLGXAsBdMZXnIjydXU1phzwcM2+JcyHE3D5g6wq1yEn1VlzU+H4XIDLmyB0w/LvbC/AU+VxQ5a\n", "GQZnUshhywr8ZAkmV8S9z9rggqBOwvUqDDVlqAqPgGkYntyizYSmFrrlUIeFFIN6GRZsijP0t0XV\n", "jDkUoGJtK9mr4oRoAfqWJSs1u2VuMpulUlrb0kncbpPbt9EQi77VhKQDKMvY1eMVc3/ABVjk8s3k\n", "oLAEHJVhLJTVQulN64ayrqXNumyFkA0iObWT5oLCM7g7MLqmCYZXoGgodvHgALw7oVZNvRd2bYE1\n", "G6FvVLTOjEnwvFpJofSL/fCMG0YXYaoGVxhgmDQQx4AnTPDkQZiY4kV8nHoV9pQU4vOgDc6zwZag\n", "ZirlMqyxQaolWuaREjyyTLfd0623tm7hDSKdAW5/wb9vBXa9zif0VpUFtltgZ0dG954qbHPBQ2bO\n", "jvHFQEdiM+yOw+6Traaa3na3H0oOLYjOFbgvA7/dCxM74VIzbEkqctI3Af9zHC4Mw7UnxC7yAD8y\n", "4OATcGUY1lkU4tF2grlPnyK6Xi7VYbNCyZtDMrA1axAoSIUyHANHEuK9wkK37FBpiz3jssO6mly2\n", "uRb0WsHvEr/eWxWCwVJSqydc0hwgbsg41qyq7ZNvw2Rbskt/FuL9krRubQtH7G7CU0BjqRPsUoH2\n", "gnwCuYKgfD1huY0PB5WRu2VFIeXxNbDQC+/NyCR1OAgRMwx6NNg+tAkCadhlk49itALbRmEoDaFZ\n", "mHYLiDflgMvGIe2AkAe2Z+FPi/AND3wN+ExRwNopFzxwAlZXX+FnXpT09LMW+ExB35vP98NfLcDt\n", "UXhXRwX2dAKJAbrVrXOqXk+S1yY62slzuFpqQyQNmZGShqz/Z0UDbcClA3CzGwbacux+Jcop/XYD\n", "HpuEZECn790d2FavD6rH4USfohHrcdi5BN+swfoQXNdSn3+1CAE7bB6GCT/sHIIb4mL/P7BF7t+6\n", "VcNYSgrnOL8CB9xaiOfNUIlCyA89Phiuw5wFxhbB8CkesFFTiHlPFZpN6C2IcdMswUJNjtxUDdoh\n", "aNUEXJvyCgNdd0orby9KbTSYhHoI+uri+5ecMszNWMGTgnQa2jNKSvPlFTgTcsFCElZKYA9CPQzF\n", "EOxvdZLCcjDkAVtKCI1gVW2iqFV+g3YGWouwrQ5ur5AU9poCbrblYMUm+FnJCZvD8h4MZzVreMSl\n", "4PHbq/Afip10qiovS8M8vba4pe8H7f2XN4XzXkzDnelX/NBudettrjNZ/Auc6vO3ESLyT96Ez/23\n", "yDxWQ/C43+R5ypk3VE34UQzs/bAN6eB/eib5pK+nnPBxD/xe53R3kRkORGB3gufaav42HMnxPF33\n", "d1NwmRtcTnHgR5fg/gaMOdSyubIiauhX1wun/DsOkT7nPfCPfsHj2ulOKLkZ6iNQtCrCMNsAglrs\n", "egpgFMBj1bA5W4PhcalxhsJi1WedeuwFlAZ2uCRYWjktjDUlWCnD+IJaQ64AhO2w1gQX1aBU0W3H\n", "noO1UcgGweiDaBVaVljxizXUKsH+BGwJKxWsv6LYy8mI2lDr+6A9qnmCqwnmDuStryRUdaAutVPU\n", "ArkqOBNgMkMlDI1emHEKPzFuh41FeHoEjtsU+FOZAWdMN7D9YRiqwPY4rJjgqBUWc0D++cjvV6uV\n", "KjzrPeUpmTbDYhep0K13RL3a4m+g1fNMsj1fa92PNpEWwkf8J+A/vnkPnyrAV+c4lQdwtiBXhlgy\n", "J6toQHAEvmqBI/1KlFqzBE+04OsLPDcYnE4LOlaygckJJ9pwNAlX71DA9+d6YF0WCk4wZxXWYSrC\n", "1+zgLcAjEdhqgUsn9P7HwpAKg88ClSZsOAKrJoWXTPnE1ilXYekY9Jug2YLNz8C9GyWn9Hthphdq\n", "dbVNqlbI+8UIspulnrFmxJ+3+GHUC9taAqY1gd0hsC7BXKXjBA5CzyJsb2mQvVSDWhZ2NhXhGI4o\n", "LjLRAHsBrF5YX4dwAuoNOJqBVllGsqIdfAk4YIN8VdkHG1dhXUZBNuflIdKCRB0eHoAtUUk/CwlF\n", "KLaX4Tf3Sz5a7ZeqqVKHuwICzB3MCQz3WutIGv7BpTlDHrgvx0vKhLvVrXOvzuTkfw9w/ln43A+c\n", "9voexBB6s6vO2ScbVuEnDdhi1+L19Qicn1Ov/qMt6C/Dsxb43QJMhGFXJw3toh74szZ8bEEdoj8N\n", "QGAtXOGHq1yidd7Tkg5+pCCHrb0FRkwXpNkW+GcUH+n1KQv3xIwSoZZHxboPxRSkkklDJSHdezOs\n", "nvtsE551wZZxuDEGjwdhlw/M66ARgU0JcX4qo2IEuevwyz0yUWWbgB08VUlB000FmvcntFksrpMU\n", "M2AVU2hsDjZUBNdb7QNPVgt8yg31PNi9UhVdeALmNikLoDwg3EaoBqU4XLUs2F20DldlxNppVgWm\n", "S1shNwpb4yKSGiGYmoG/eBp2ueFbdrWheprw/xZgXx18GfX1Oam9fz0SzAY8tAAP2eg6drv1DqtX\n", "W/zbwDMoyeups/g8Pg185yw+/tmsBtwRhWhY2bpFE/ySHY43hTqwt6FpiBLqOk1dFXHC5R0FiAsl\n", "Z432wodScDgAvW7oi8D3n4ZPleBrg+IFtWIwWxL0ayCsnNdMAEZTsGNe7ZAVF6yt6XS8exiciwro\n", "9tZgpK0Mgvdn4PGAkBGP5BVO/8G14OqD89NwQRL+tVdKpB6PBsz1osie9mU5dvdWFCyea0FyUm2d\n", "yEXgdENvUcay41YF6UQKWqyvyUHDIZNWyiqDWaQByXVwyKssgHw/NDwQWIF1MzKLHW1Briig3fCU\n", "NteIGR4ZgdkivG9Z8tWVCvS4wL0BvpxSq+exWfh9p2ile6ZhzKJ2kbShb/Dn36Lr2O3WO7DO5OS/\n", "E/h1YI5TV9o2CnF/tXoA6H+Jt/9n4Ied1z+LTl63vsxj3HLa6490Xs61qsGeFHzaA+/JQnUA0h6F\n", "dQwDwTT8swv2Lp36kIWiTtqfLOvkP4MuKbEAfDIJjRQUHTBRU5DHFqsWvNV1ol1+JAyLSzBdgmIC\n", "EleAYYFZM9hjcMKk7N3EAlQLsMMMPS3lG9wQg/1uDTdpwrHLYVNTGAZLSXLKqTA4h2DWDf1VhcDk\n", "1itBLWSGcBZmLDC7AszDWEUuYIcBYbc8Bk0XlJsKk2+0oFqTjNNUh5QJagXoiwE5GE/A5CVwngWW\n", "6/DuIzrdL1tkFHsyqLQ0U1MBMdYlMZL2NCCbguP9kAjDxqQG6OECRCPw3Vk9/v4cYIGbRuB/NyDY\n", "gh/64CvLkH4VXHK3unXO17WdlzMu49XfhbGXefvsa/lEL1P/Dvht4H289OmpzZk9x3OgNoXgSwG4\n", "sQIPOeCZXvheWxGCQ3U4kNEc4rkyw7v74QKX+sWPxKEZgE9cCzdnNVd/siSd/nAFPpKD2wZhxAre\n", "Egwk4W5DOOYL29DywNG1CjS3LEA4A5fV4FBQmbuVJmyrKp7QWYXJNdLmRwdhMNBptVhh6xysOhXc\n", "1lqvxLFtQSEZLP3S+deSkEiBIwN3x2Dd4xBbAxu84NkGV1cVlh43BEQbWYXtKdjngmYc8nF5HowB\n", "OH9cJrd9Fyhjt3+tUM2jNslTH7NImtpIwvYJJYi1WmqLFVNw+ziU8nDV5fCutfpVijbAMQP7cnDf\n", "vFj3AHjgmwPwG51DzJRZG8EDZ2Om1a1uvZ31qmvnmZz8Z9+Up/Li+iDwxwi6/3NwbS61Tn0Z761A\n", "Kw63FWBiFSZe6gOa6v8/B4ZrAhm4Zy9YI8IdWCwQ8sLGqlQ251t1sjYZ8J6yiJLHsrBoUbbsjfvh\n", "G/1gbIGLq7C7D/bY4ZokDGWUt5uywdEtcJlZbadDIV28PGYYa8DMCMwmIVeCDQ/DZgfYzpectD6v\n", "PF9vJ2g+65eBbnyz+ESGF7YYsCcMpja0G2ApgqWgYJtCUu2wjbNiA/14Fk44wTcIY3m4wALPesAX\n", "EbMo0wIjAYeTcOUx+EQcJvJwlyGD1bNHINcx7j3xpJQ2K8Nw4QLEC/rcUy+QbJ7e5am+1B+HgQiw\n", "r5B9261uvfPr9ej836z6MmLjnxz87kbRke/QWizAt4PSvduB7wF7z0RB8gJp4PQ47EnDqgsWQ/CR\n", "JYj7hGwuGZCwSo0TtcCqGcpZ9cx/M6/Iv01OKE/CQgnWmHW6vtgNfQ0NS39Ug8izCnKPeoVbTnpF\n", "6xxNwYF+qGYhXFb76NmIdPEZL2xYgMSg3MStlobFAzEIXyK8gtksdk+hBcsmtX4iAWGnK1MwugqP\n", "mOHBBJQz+npNA3CRH2YvhM0GXLcsTPNqGcqHYb4KvhlJPA/bIWtSX3966tTCD3r98EOwFIGZMHjq\n", "cDD1gpZOGW6rgdslddDdlg6m42S54eP9EDLgWA1+tvTin0+3uvXzUed6S+Ud1PYBwAJ+N3gNWCzx\n", "xiz9JsAGNw8LHxDrhQMBBbn3BXXynluFXYdl0PoVv4ibKwPwmSmlolZaAAAaVUlEQVQ42Cf55Nw2\n", "aORgdgeYW5DtZOq+r6IAl9VtUOqBoRUw0lBIg20F9p8HFxs6TcfraqW8K60g9GMXSdnzif2wsBYC\n", "PdLxW6qwEAJfGswWeQPMcegxw4EqBBehlILRafgHA4ZscN5a6NkKhQHYbFb+QDutzSFxHObScCwJ\n", "NxZgyQ9H2/D0cShlXuF7Z3ReXsrXYYZhL7hMcLzEqeuaFT49Bp8rK+D9pw74LzWlY3WrW++4etW1\n", "81xfWN9pi//ZKBsMu3SazhQh0Ae/PADXFODiCnx5GJ7KQ94pfpDDC9vyAtqV1kOfAyr90DsCGWBk\n", "QoC5iEMyyVwFVkbAU4JKTeEnuZBkq0G3bhMHrcI8++Md5EMQfAP6+LIZfA2FvW/poKCnK2qvrF1Q\n", "BOPOGNwagKvnYK6u+cOUQ67jrW24FHh8VCd+WxssaagnIb4opc7e44gxBXLeng2zngv+70H4/dOS\n", "tX7JBXdO0SVxduudV29Kz79bb2/VYPG0G8Rm4HeSCgf551642CWV0IUuqWkunofvReArLXh/WQ7b\n", "SBAiHeyyxQ5hDySqMG+FKw5BdRyOmzX0nbTCqE+tHU8VRoqQ9oIlKnrnRi+0y7A4D9NemB2C4Thc\n", "noaFgNK7hgtQb8NwSRGO3wxByyG3cN0DazyQtOik37Cor3/9FHzbC9YsHKvD5CRMzMifQItXv0VZ\n", "kKO6zuvbHBpw3JDyygU8aVOwfHfh79bPZ3UX/3dcLVQk09xShxMjSrVympXKNZhVVuy2FXgwDUtF\n", "CI9KMVQKgs0GmWGwNsFehkoV9gbAvaq2z+02CPSCyQXBfkgZQEEGrtkMRC4ApxfsGbgkCk8HYSwL\n", "rRRM+6C8CEdrQCcs/scuCBRh1gljC2BxQd9mGCrAnk6sps0DDzjBkRYTfyYFiSxEytDj7OAWzBBw\n", "yyexdBo++WQFfPBLERgCDjTgh0u8dv1+Db6zAtUI9LfhUBN+FnvDP65udescre7i/46rpSz8vR1+\n", "2AdDAXhXDOw9sK6tsPLrS/D1AZhbgtgsWEKwbgH+1QvWkHr2lmfg4mMw1Ia7NsCGRSgFYJ0f/nAF\n", "7ltWvCIGTDuhbhc7aDQj1MLaEqTXQMkEnlVwLwox4a7DBheU7ZBMwCVzGiiPDkNvXZyh7ApE/XBx\n", "FgoVKFShtgg/8sFgFC53wvYh8Dsh3gf/4NFN4tNWCLXgx73w5UVOgfNs8CsR+GJRJ/b9Vij2w0Nz\n", "r/17m8nB10to3tKgG4berZ/jOhOe/9tZt/D6eP4/z9WGlQLM1+DDFWhbhEdIm+BwG/IFuC8EPW1w\n", "muCRKDi2wqUlLbS+Bly8olvAs9ugx6RELSMAPhMMlIV77nWDraxZgK0BNacGy4llhbIsDUB9BQaK\n", "sN2spLDVTbAxpkzh+hpomxWt6GrBslmu2mpLHP8wkGzDsSgED4sm+mtT4B+EX89C3AEjeTh2Hmyw\n", "wvkZ+FAZ1rRgrxuiJxd/K/yaF67uYDwGWnCPUzkKr6taSObZbfd0651ct/Am8Py7dU5WqSxY2w1Z\n", "uNsKXje0l2BPD7zbCte74EAQvu2E6zpRkD0BafHjG6G3Cj19MLQfWK+YxYN+eDgNPrdMXQ0zBIuw\n", "aRFqaWhahHtOtCBbguEW/MYK3N8Pi71w7Sz8ygzQhj/vDJE/dgKO+2DmQmXthtvgTir4ZGhWGIl7\n", "7WBNg7sNsxZwtjUr8AzAeXWhper9kl4mzNA3AH9olWfghyuwH4iapNK53w6LZbqLd7e69YrVXfzP\n", "zTIjs0Ab9bdfaiGrwNeX4cBmuWGbJsj0gdELfzquGMMNNXhiK+TscEMZUj5opOFOLwwWwVGQD2B9\n", "AgoFcNohZoZcCk4swLvMYvrMmeCGSbgnBMcrsFqFS2aEsdhrlqFqYAJqfcrCtbegWYRMHk7Y4IhJ\n", "8YzGNEyHYacJZjJgLcIJF+zKSMTTF4R4Dv56QPkLITNUV2GuptCb3X6Y7YMbZ+EzpU6Lpxe+tQTZ\n", "fgibYaoCu7u9+m5161Wqu/ife2WFm4bh/Rbhob9fgL3LvOQGkK6JIPr5JfW7H7XD/wgp0AXAaEPd\n", "DX0J9epNZZj3K2nr/EV5B9ZmhYhYMYGxouFsMArXHoL9Y7DRJj7/o244tAr3Tchs5tkBAw74kQea\n", "CcUklhfAaoEVN+xahI9PQKosJIO7Dn88B/cmwB2BsSp8agn+m1dB6L9rFwG0nIH/JwtrB+ATBvxy\n", "BvYBd5jgyV7YaQFvGO5vwg0lGHQDFbhrhq4zt1vdOuPqLv7nXF0Ugv/DgOs7/BmfB/Z6EADohWXS\n", "0NbV+eflVfiLBPyDXyEr++0QPQ6LfvA0IZkD0wrkbPAjMziPw8MRiHthQwq2FkXOnB8GixMurMLu\n", "BkzGYGoRMkmgCb86Bp+Zh90FSI8pGCaYgMfdwlb3pGBHFL7ZhvUtWErBujLMW+C6IvzXKsw04X4X\n", "3J+CTwXgP+VPfY0Lg/Dhw9DwifIZsMlr8Jk5IAzX1+DxCNy+qpyA5waz3YW/W906w+ou/udcBa0w\n", "eBpSYKgJftPLhJzVtDjvt8LmOtzpgsUjcKsV7nXDYhv63NC0Q7IFlpSgqLnjMm0VCnCsCf02WJOF\n", "VbvW0U8kIFFQf95ign2HOCWvdIAvKF9ApR9+fQkeMcFNK/Af3iWq6UAFVszQV4UvLOtjDzgUwN5y\n", "wlxCgTT3F/U12APP/7LsBrhbwjTvtUPUAVYP/HYeflyHOyJ6rj8xw57lN/1H0K1u/Ruo7uJ/ztVk\n", "Hn4SgbGCFDwPmiH7cpr1JtyxBMk+8DlhMQ8nEno7Tvj36+CDGejJw64ITKyIqvnEFLh3wAX9cIED\n", "ysswtgKXtWByAxSX4IZVDVtLLvgX06lPOeKDUAc7/YgBRwcEgvvSCPQPwvak5KaPOeHYSUgaQAUe\n", "XYIPjsCXTDDggnuD8A9L8HgR/sWl28p9ToHwHlwDMzUIxWG8BqkEPGYXNXVxHj7rFZv/DSE0utWt\n", "f7PVXfzPuZrPwRdN8HAIKq0OeOyVqKdVeHThxW8edMC7mjpBX1uAzUW4q6Eox3Ve+IM4mBJw7ELo\n", "dcB3LxKeoe6DaE6egWAT9ho8Lw1tixsqafjCGqi7IOeBZg3Ot0A9B4sD8GQdrAYcN/F8s5UDPmaF\n", "a0twbwD6vXCBDx49CJ/zQL8DYsCfpWBDAo744F4f3HFEj/OFIbjbBXHg7iW6C3+3uvW6q7v4n3vV\n", "hqW0Xp5XTk7hC87AvVpuKPkrVoI9TsiaYW8dHp2DMZu09ycisCGrvN7Bit4//DgEgG+OQHoGfhrl\n", "eYt/3AWX+MCVF8/nPgf4PZCdhQtTYLXD3UEoZuGJaZ7fh3fBhBe+5oerbTBagwkf2C6CzCI8loab\n", "nPDrHQzzzrhYQXe09Rzum4P7rJ3H7Pb3u9WtN1Ddxf8dURvC8MkwbGor7vi25RcEw7xEpYtwaxlu\n", "MMEhA/YbsHcKCiUFpnx7DCJuuCIKt1mhmYeBElyRhp1V+NU8/HSeFy2yniastGCoDy4uQywG/pxS\n", "t4oFiPfA4RIcOg6l0zawrX3wqSAU3ZBfC8lF2OOAfgOudCgC8wk3PNYSV2dn51Q/Z5z2HNp0T/vd\n", "6tabUt3F/9wvG9wYhs93FvuPGLDUB3cVeWUjUwt2R2G3A9H9Oq2jm9bAr7ZhaRGmN8KX++F9h2Gm\n", "B1YdcFETvueEE0Ve8nRtK4MzLp6Qr6Qwl8MGLIdg7TI8kYBjVdgZgKEg7EoANfiAH/48D9EifNEB\n", "TzqgHoObbTBh0S1g0ID7a/C3NrjcBTEDvpfg5yLsp1vdOrequ/if+2Uoe/dkhdtS/2Dw6i7WNnJP\n", "WWDQL2qnaRT8TRhsgysO91rhDiukUjBfhwfMsJSDI6mXfsiH4tDngZ1mafpXC4K4PdIHix6IeuB3\n", "V2BNTcTPq4ZhIgtzQfh2CoJ5ePcM3D8GTkP+Ad8KXFwTQ99Sgztiek5nRPPsVre69Trq7Vr8/xL4\n", "KFqckijL9yWGlt0C6pJzPmaHS6vwIyccLfFi6JgDru6DgBWmc3Ak2XkfM3xwGH7TDAtOiI5B4ARc\n", "UYaAA35QhR+e6LxvG4692vMpwXcn4cEcXBjUrCDRB1+chI0N+OY6cARgDvitPPzUDf0emAuDpwF5\n", "HxzOyCy2kIerBuB/q8PtLvjXFhzJ0u3pd6tbZ73ersX/b4A/67z+e8CfA7/1Nj2Xc71acF8U8n3g\n", "t8NMHsaTL3gfC/zqEPxRAzaX4bt++KIB46uAUwqbTxbhByboXYYfRyCagCNWWI7z2hfaKsQX4IEl\n", "wA5/2IadnaGwuQpNl7DRtorcwxeXIRyFo0Ww2OTOXYjqa3u8k+8LkCnzvOFyt7rVrbNVb9fif7pb\n", "1YNALt16+aor7P1lywZXGQp4Afh0CX7g7Sz+p9X/396dB9dVnQcA/0myFlu2ZeMFG2Qwa9gKIQbC\n", "hE0t44SmCRm6BBhqAmk7TNpOMkOmKYVpw3QJbdJCU5o201IChACBsIWS2DiAy9IESvCGwRgwNt7Y\n", "jCVvstbXP859PFmVra321ZO/38wbXd1337vfu5bPve+753znsA6W7eL9Dl4fQ001R9SybgJbOhlX\n", "y84O7BhATJWcMo3ZE1lxGDdu4OoWGpp5ZCwHoaOB1s1snUDzLq56j9eqebTnqNzOVEo5hLA/5Znz\n", "/xvMk+qyn5ljHOWklmPr0+KqbUpXyd2s7zEQ640qdhRHCbfyYEfqy99ZxcNtvDudkz6g4V0ub+Z3\n", "j2bmRE4dk26y3v8Ga9dy/FSOm8j2Lha+nd6r6MQpzDuIqRNo7ebpj3H+y2mi9fnPo4pTpnJITeqe\n", "+ZntPFPHjyt5KgqvhZCzfdn4L8SMPtZfi0dwXfa4Bjfhyj28z/U9lhdljwNRLZfP4pJu2ivSnLj3\n", "rpNOALt4sJmaScws8GyBJ4rfFLqYvz5N6D5nFse0ckQrE7Zy2ZZ07p15BF94n099kIq2dR/DDwtc\n", "N4bLdqaTyTcauXWND084h49P8wXP7eaQLRzZzg2FtC/ZiWfpdpZCFUvqGV+ZlVse7CxbIYS9a8oe\n", "A7YvG/+5A9zuLvxkL89fP/xQRoPTGvi9Ls4tNpxjeWZ8aTDYK+9y/TapnEK73XPnnRxfzT9u5Kgu\n", "vl1L11R+sR3dtNVxepbqGVfgiC6mHMRF2RV6fYFpDZxwGFs3s74l1Q3aOIulrbzamlJJx3eyaIwP\n", "G/8PdaXUTvO+OTQhhEV2vzD+en8vyCvtcwxey5Y/J83GEfaqq2L332sKjO+1rmdaprf6MRyVPT/3\n", "Hf65jrvrKexg/UoWNDB3G6/Usmgy0yv4h1rO3cTqqcxs4JoWmqfxnRoOqmFHAbVsqOfp99m1S2r4\n", "K1DPpEqaew7QiklWQhgh8mr8b8BHpF4mb+BLOcVRRhZv5Z6Jabm9gnsqWdXPKN+eVm/l1gYu2Ulb\n", "BS0beewt6RvCem4+gYUNbJrEx9/kws0828hdxzIZh29kXvbt4NGpnN7Jp3/J041MqqK5ins3oZNT\n", "ZvCFidRVsWQmEzZzaCt37WVughDC/tT7ynGkKRj5Me5PdZw2kdYCK7YaXO68Mt2knTaJbV38ckOv\n", "11eilotn870WbjmYd2ezcgpvb+K2ZWkC9Wfq+MZETtzFLS3pYn5xDX9Vxfw3UozXHpZGJN8+gzOr\n", "mV/JV9Zycz1f3mhgvYlCCEPXb9sZI3zLyy5eGEypgwrp37gL3bR08HFMq6JhRnZTuJif707vv6uN\n", "O6ZQfyR/vJOnNvP4NK49mxk7mdTFORt4YSxfquT0tlT5c/7G0j4nFrtxVjKzk4radGP54G6lEs8h\n", "hBxF4z96VfNrh3BCdRpG8cgHXDyVv9yeZv56rDbNf7vbZCgFHn6b7k9wUVWaJKajlQtruLubgwtU\n", "b+eL77N2DFfhu+9JN5iLZRjaWNTJSXV0tXLboXRtTBOzL+hd4jmEkJNo/Eetc2by9UrO3cnmClpm\n", "cWh7acrHs9uYUtfHC3eyejWrKzlvC29Np9BO/S5+tSVduL9Uy3FtqT7Qyt73HbpTd893plDbwdod\n", "nFzBT7FwvajVE8KIEI3/6FTBoTWp4ScVgzuxgxerUvplHBbUsWFn3y9fsYHpE6iYTnsD7TuYs5qX\n", "pzK5Km1z31he3NNgrU4Wv1P6NWZaDGGkicZ/dCqwoT3Vxd9eycrxvFrHz9akSdEnV7CklaXv7eH1\n", "bTy5gifXYBznH051IxtrWLGd+g5e2hJlGUIoXyO9J0309hm6Gs44kjMbObwzTdn4853cu166udt7\n", "INYeHNbA5Y2c3E5VgWequOktex1TEELIWfT2OYC1YyuffJM5bczopnEcC8bS0iJNCTmOSRV7r6Y5\n", "u55Lt3FCdrIYW8d9tVmZhhBCmYpud6NaHaZ0pYYfugtUFDCGC2Zx58H8+3Q+Pws1fb/H5g7e7HGR\n", "sK6K9VFrP4QyF1f+o9pTW7ijMeX9d1Tww26ad9I4Pk3u8vnshu+kOlY0sKKPewArtnDjOF6pT700\n", "H9qBQYwsDiGMRNH4j26t/Ou6VACurTsrA93JuEom9CixML6biVV7eI9OnljHE7VSHrFNlGcIoexF\n", "4z/67WJ5r1HBq3bwyBRmVFNb4Ec1/Pzdvl+OdIM4cvwhjCIjvSdN9PbZd8Zy7mTGVPLEFlFvJ4TR\n", "pOzbzkgvhBDC4PXbdkZvnxBCOABF4x9CCAegvBv/r0o3Ew/KOY4QQjig5Nn4z5Lm+V2bYwz7WlPe\n", "AQxTU94BDFNT3gEMU1PeAQxDU94BDFNT3gHsa3k2/jfiaznuf39oyjuAYWrKO4Bhaso7gGFqyjuA\n", "YWjKO4Bhaso7gH0tr8b/c1iPZTntP4QQDmj7cpDXQszoY/11+DN8sse6su6PGkII5SaPRvckPC7N\n", "KgKN2IAz0HuU6es4av+FFkIIo8IbODrvIPrzpujtE0II+1XeXT2JUbwhhBBCCCEE+BZewVI8gIZ8\n", "wxm038EKdOFjOccyUBdgJV7Dn+Ycy1DcinewPO9AhmAWnpT+Zl7Cl/MNZ9Dq8ByW4GXckG84Q1aF\n", "xXgk70CGYI3Uk3Ixns83lOGZq5Se+tvsUU6Ow7HSf+hyaPyrpBvts1Et/Sc+Ps+AhuAcnKo8G/8Z\n", "+Gi2PB6vKr/jPy77OQa/wNk5xjJUV+MH+HHegQzBgO6jjoScf38WSiUgSFcUjTnGMhQrsSrvIAbh\n", "DKnxXyPN63uPNC6jnDyNLXkHMURvSydc0oxpr+CQ/MIZkmJPvhrpYuKDHGMZikZ8Grco327o/cZd\n", "Do1/T1/ET/IOYpQ7FOt6/L4+Wxf2v9nSN5jnco5jsCqlE9g70jfel/MNZ9Buwp8oXXSWmwJ+hhfw\n", "B3vaaKTM5LWnAWHXKuXcrkM77tpfQQ3CQOIvF9H7amQYjx/hK8pvzuRuKXXVgAVSqYRFOcYzGJ+R\n", "xhstVr4lHs7CJkyT2qaV0rfh3YyUxn9uP89fIX0NO3/fhzIk/cVfTjZINx2LZklX/2H/qcb9uBMP\n", "5RzLcLTgUZymfBr/T+BCqb2pw0TcgcvzDGqQNmU/38ODUir3/zT+5eACqefD1LwDGaYnMSfvIAZg\n", "jDQ6cLaUsy3HG76k+Mvxhm+F1NjclHcgQzQVk7LlsXjKyL1o6895yu+b+zhMyJbr8azdS+mUldek\n", "ss+Ls8e/5BvOoF0k5dBbpZt5P803nAH5damXyetSHaZyczc2ok069lfmG86gnC2lTZYo/c1fkGtE\n", "g/MreFGKf5mUOy9X5ym/3j5HSMd+idRVuBz//4YQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEaW\n", "2/Bb/WyzxuBmf7sCNw8tnEHb276e/X/ax2yDG8D2qDRSNYQPjZTyDiEUFfRfX6hgcNUW92e9or3t\n", "66z9FsXufiOn/YYRrNyqeobR48+VCk7dha/2eK7YsJ8vjRZdhv+Qyk0UfS1b/xyOytZ9Vqof/6JU\n", "0Gp6PzGMx/ey91kqjcaGS7N1y+0+f8R2fFMaObkQZ+K/pHIYn+2xXXFCllX4i16vp1To7D6pZPOd\n", "PbaZkz33AuYrFQyck8W4BH+4h88zUyqnsDiLvXiyWaP0TWlvxz2EEPap06UGqkZqgFdJk2eQGuPf\n", "lIpqvYWjs/W3SxUuSZNVFIetz1Oqv1KsKQO/j7/Plq/Qdyrm73Bjj98nSbXz12KKVIv+caX5DLrx\n", "qWz5ATyWbXNy9nmK+9qIydlnWK40ic+27GcTmrN9VeC/pYa6Oluekm13sXTSI52MipOifFPfaZ+r\n", "pUqypAu78dlycXKPvR33cICJtE/Iw1lStcr27NG7eFYFPiI1Wq9n627HH+Hb2e93Zz/vUSqCNgv3\n", "SlfLNVjdTxznSw1sUbNUz+VJbM7W/QDn4uEs1gXZ+uXYJU3P+ZKUhy96TGkymQekmcVe7LXv56WT\n", "BOlqfrZUBfNEqRY76cSyUSqN3IBnsvXfl+ov9fY/0hSW1dLxXdrjuQp9H/dynawkDFOkfUIeeufs\n", "+2qAeufOK/pY13vbm/FP0pX4VVJVyf703ndfsRXfv6PH+m6pAS0u7+lCqkLfk4K09Vju6vH6FdIE\n", "LqdKn+OCPmLcU4P9tHSi2SDdOJ/X6/mBHPdwgIjGP+ThWSlHXiulH3rfkCxIVUVnK+Xz50n5dVKj\n", "Vbxiv1hKlZB6tBSvpq8YQBwLpW8TRZOkK/LzlNI+l/TY70DNldI+Y6WU0UB6+RQ/8zTpXgLpCv4E\n", "6RtJs1IO/7I9vMdhUg33W6R00am93r+v4x6T9xygIu0T8vCCVCp3mTTV33Ip5dFTm1SK+T7p7/R5\n", "fDd7riA1rkul1Mul2frrs+234Akc3mP7vhq5v8Z3sv13Za9/CNdIqZ8K/KdSWqr3exT6WC5ksd4v\n", "zQX7faWUT1/b99SB35a+vTRkn/smaRrEK6WUTkFKK/X1+iaphHKHdH+h9wQkAznuIYSwT9VnP8dJ\n", "ueqP5hjLgSSOe0Bc+Yf8/JuU0qiT8tNLco3mwBHHPYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGE\n", "ke1/AcUIlQ5ZzOPuAAAAAElFTkSuQmCC\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plt.scatter(maxcomb_global/peekrun1, peekrun1, alpha=0.1)\n", "plt.xlim(-2,5)\n", "plt.xlabel('global combined sig')\n", "plt.ylabel('run2 sig (from max run1)')" ] }, { "cell_type": "code", "execution_count": 58, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAX8AAAEPCAYAAACqZsSmAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xl8VPW9//HXmWSyERK2AAJWhIDFJYKK+xKxLq27Yqt2\n", "Efn9+rPaWr21vV61VbzttbZa9ap0s9Za16o/a2vdbUWt4A6CskllBwGRJSFDSDLn/vE5czPECZkk\n", "Z+bMmXk/H4/zyMyZmXM+X0g+5zPf8z3fAyIiIiIiIiIiIiIiIiIiIiIiIiIiIin1Ax4DFgDzgUOD\n", "DUdERLLhXmCq97gYqA4wFhERyYJq4KOggxARKUSRAPe9J7ABuAd4F7gLqAgwHhGRghFk8i8GDgB+\n", "6f3cBvxHgPGIiBSM4gD3vcpb3vKeP8Znk/8SYHQ2gxIRyQP/AmqDDmJXXgHGeo+nAT/r8Lqb1Wiy\n", "b1rQAWTYtKADyLBpQQeQQdOCDiDDpgUdQIZ1mTuDrPwBLgUeAEqwI9WFwYYjIlIYgk7+7wETA45B\n", "RKTgBHnCV2BG0AFk2IygA8iwGUEHkEEzgg4gw2YEHYDsWr73+YuIZEKXuVOVv4hIAVLyFxEpQEr+\n", "IiIFSMlfRKQAKfmLiBQgJX8RkQKk5C8iUoCU/EVECpCSv4hIAVLyFxEpQEr+IiIFSMlfRCSDXKhx\n", "YXzQcXSk5C8ikiEunA3MBb4QdCxho1k9RSR0vGr/Ty4sdOGwYEIIt9A3QEQKiwtnu7DWhZtcKA8u\n", "jHALfQNEpDDkQLXfIZxwC30DRCT/5Ui1nyz0uTP0DRCR/JVj1X6y0OfO0DdARPJTDlb7yUKfO0Pf\n", "ABHJLzlc7ScLfe4MfQNEJH/keLWfLPS5M/QNEJHwC0m1nyz0uTP0DRCRcAtRtZ8s9Lkz9A0QkXAK\n", "YbWfLPS5M/QNEJHwCWm1nyz0uTP0DRCR8Ah5tZ8sFLmzCJgNPJnitVA0QETCLw+q/WRd5s7ibETR\n", "hcuA+UDfoAMRkcLjQg1wJ7A/cJYDswIOKSuCns9/BPAl4HeAE3AsIlJgkubbXwFMKJTEnwseBSYA\n", "x6BuHxHJkjzq2+9Ml7kzyMr/FGA91t+vql9EskLVvgmyz/9w4DSs26cMqAL+CHyjw/umJT2e4S0i\n", "It2S53379d4SOur2EZGMybORPOkIxWifBCV6EemMA/0rYUQprGqGTY2kkTPyvNrPazogiAiwTw3c\n", "MhZe3hNuHwPjBnf1iQKs9pOFPneGvgEi0mvF8M1acIe1LxePoZOeiwIYyZOOnB7tIyKSprgDr5fa\n", "Ekus/MwoQY3kSV8u9fmLiKQSh3cr4LXBMLgVHmuFfywBWhJvUN9+96nyF5EcN6wavtICrIPNGyHe\n", "CA3/W/6r2u8ZVf4iksscGDIchtTAsB2wshmO3QQvFrusUbXfC6r8RSQXRaB2IEz4POw1FErboL4J\n", "DiyGvw78mHknomq/V1T5i0gO2rMGzh4O5ZUwrAjeKoY1FcfzQf+H+OMlA2EUqvZ7RclfRHJNGYyZ\n", "COPjUNUMm/vD8E2vc9deB/Lh9THch4GznaRhP9J9Sv4ikksGwKSJMLYW9lwNLdFJzN9+Jz+5fk8a\n", "Br9D9BuH0vwcugao13J9Nk2X3I9RRPzRH046EY6sBKpgWOvtPD7qmzz7jWVEn64m9s1hqvbT1WXu\n", "VOUvIrmgFOpOhGNHwz5tn+eflQ/xw5NHsnHI7dRecyVbH4aYEn8B0Vc7kfxWCWMOgiO/Cj/4Gbx4\n", "9XVc8MBWyrc+xR6vjODA06FP/6CDDKFQzeopIoVlEEw6E8YPhqriUbT1f5RvnbQ764ddzpR7f8+H\n", "H8KLfwcagw40Hyn5i0g2OcAwqB0Ho46GL/WBAc0/5M+13+eZk1+lds4J/OfPN7KoEd5U4s+gXD+Z\n", "qhO+IvkjAnucDIceBTV9YHj5KAa0Pcwth3+Oj4dczpeefZiqObBlFcx5HxbOB+JBBx1SOuErIrmi\n", "8iQ49iLYPw6trRfzzrAb+Evdy9TNPYEpT2/mjW3wz1dg5SKgASX+jFLyF5FsqIPDfggHlw6jouX3\n", "3LznOFb1mcppL/yZMXNg1iZ4+SnY8mHQgUpu0GgfkfA7BI58Ba5Z+lUuXbOeqpbf8oXVfbjgNTjg\n", "atj7EKBf0EHmmdDnztA3QKSAVcPQq+BLc4Zy3UdPMKFxCUN31HPVCvjhHBj/Wwrv9orZEvrcGfoG\n", "iBQgB4rPgkNehX9bcD7nr1tHVesdfGlTBXcthp8shKOewyZnk8zQOH8Ryaq+MOI3cPhhQxhd/mue\n", "6rsvH0fP4bINr7BfA6zaAbM2w6vXAx8FHWwhy/VhlBrqKRIOA6D8a7DfRXDU0HNZU3QbT/V9mEO2\n", "X81pG5soboYFrfDeYph5A7S8EXTAec6XoZ5XdNiQC2wB3gHm9CY6EQk9B/gmjL8MRg0azMiSXzKz\n", "Yj+WF53DRVteZdwOeB/4qAlm/RnW3Ql8EnDMkqYHgcXAL4BbgEXAY8BbwJUZ3rf6/EVy1yio+Tuc\n", "vRlu2fRlzt+2lqr4LXxhezkvfAy/WAffWgv7PA8cG3SwBcaX3PkqUJn0vBJ4BagAFvixg11Q8hfJ\n", "PQ5wAxyxAS7ZVsO1TY9yUMsihrYdwb83wq2b4Bcfw9nLYfBvgNKgAy5AvuTOhUBJ0vNSrPoHmO3H\n", "DnZByV8ktxwNIxbCaU1wS2wyVzSvoZ97Mye1lPP7LXDFVjhnPRz0AhSdHnSwBcyX0T4PAG8AT2BH\n", "/FOxrqA+wPzeRCcioRAFJgBXwwnHw6GRGiJM57FoHUsjk7l6x0xK4nY/9Vkb4Y0fA/cBLYFGLbuU\n", "7kiaicAR2NHkNeDtjEW0M432EQnWJXDAVbBbXygqgcOdyWyP3M5tJQ9yWOuPOK81xsfAy63w5quw\n", "4UJgXdBBS9e5c1cvVgFbgQEd3pv4OvFpr0JLj5K/SHB+A/VfhzMdKKaG9UznkWgdjZGpfL9lJg1x\n", "WBaH2VvgnWnAXairNlf0Knc+5f1cBixNsfhhd+Al4ANsPNh3O7yuXySR7HOAWXBkE1wfgzdjk7mm\n", "eQ193Zs5pKWcW5pgegy+uA0qXwD6Bh2wfEbO586hwHjvcSV2Inlc0us53wCRPHMT7L4VzmiCq2I1\n", "3Bx7hKNaF7JH/HC+2wynNMEZW2DvNcBXgw5WOuVL7jyC9qGeX8fG+u/hx4ZTeAI4Lum5kr9IdoyC\n", "snVwYhNcF4N7Y5OZ0ryGKvdmJrWUc2MMTm6Cileh+DtoQrZc50vunAdEgP2xoZ3fAV72Y8MdjASW\n", "s/M1BUr+Ipl3J4zdBuc1wU9iNdwQe4QjWxcyNH44FzfDv8Xg0Cbg7qADlbT5MtSzFbujzhnAdOB3\n", "wNTexfUZldhVw5fx2Xt2Tkt6PMNbRMQfK2DSIPiCA4OYzJzI7dxf8iCHtF7AvzfHmO3CP+Kw6Abg\n", "hqCDlU7Ve4uvXgGuBj7E+uiLsG8DfokCzwGXp3hNlb9IZnwNqhrhzCa4NlbDA17f/tD44Xy7GS6N\n", "Qf02KJqPjfyTcPEld+4GfA84ynv+OeAbfmwYG1XwR+DWTl5X8hfxVymwCsY3wQUxuDM2me81r6Ha\n", "vZmzWsq5KWYHhIFbgCkBxyo912XuDHoM/ZHYN4u5tAd7FfCs91jj/EX8Mwtq97cxFSOcGsqYzgPR\n", "OtZFpnJBy0yicXjThefXgDsGFV9hFvrcqV8+kd5zgE/hhCaYFoNHY5O52JuT57iWcm6IwUVNULsN\n", "+FXQwYovcr7y70roj14iARsFVXPhuAjs59RQynRejNaxMDKVr7XMxInDBy680gYNR2DfwiX8Qp87\n", "VfmL9NwiGLUNpjbBTbHJfNcbt398Szm3xeD/NcGYJmy+Lskvvar8dzWixwXquh1O94X+6CUSgJug\n", "8mI41av2+zCdu6N1bIhM5dyWmeyIw1suvNkIHAisDDpg8V2vbuN4qvfzEu/nfd7GdEm3SG7qA6yB\n", "Q6KW0+sdG7d/c8mDHNR6AZObY6xw4UUXlj0CXBhwvBKgdKrqObTPv5MwG5vfO9NU+YukZwnUDLOR\n", "PJ93aujLdJ6M1rEkMpVLW2bSHIcFLjwZh8ajgXeDDlgyqsvcGUljIw42JDPhiK42KiJZcwz0aYAT\n", "hsEJDoxyJrMs8h7Xl62gwp3AfzVb4n/ShYe2Q2NflPglTQdiIwCWe8t7wAFZ2rdO+Iqk5gAbYJ8m\n", "uLwJfhur4frYI4xrXUiNd5XuD2I2UVt1I3Bt0AFLVvmaO6uBfn5uMA1K/iKf9bQl9PomuDIGj8cm\n", "80Nv3P7ElnK+GYOzmmykDwuDDlYC4cs4/6HAfwHDgZOAvYHDyM4Mf+rzF2k3BYrvgPoimOhAH2rY\n", "znSej9axOjKVb7XMZHUcXnNhXjNQg03MKIXHl9z5LPAV2i/+iGJ33coGVf4iZpV18fyfJrg/Bs97\n", "c/L0dW/myJZyfhqz8fyDttE+PYoULl9yZ+Jm7bOT1s3xY8NpUPKXQnc8sAWOaoJrYnBXrIbHY49w\n", "XOtChnl9++c0wQFNwKagg5Wc0WXuTGe0TyMwMOn5ocCWnkYkImlJnND9C3wjCsc5MJTJzIm8x9Sy\n", "FVS7E7i0eSYr2+DJVnj3OqB/0EFLeKTTJ3QgcAewD3aj9RpgMjbqJ9PU5y+FaDWM6Qd7OTDagVpq\n", "aGY6D0XrWBGZyhktM2lsg9ddWLoJGBF0wJJzusyd6SbWKLCX93gR0NKLoLpDyV8KyT+hfDxMisBh\n", "DgwCYDKzIrfz55IH2b/1R9S2xljowqzt2DdydY1KKr4l/yOwe+wW0/7L9sceh5U+JX8pBDdC5GI4\n", "PArjHSvka6mhien8d7SO5V6139AGL7mwfg72NynSGV+S//3AKOwkb1vS+kt7HlfalPwln50L/AbG\n", "R+FgYG/HbmddymTejdzOPSUPMr71RwxsibECeEvVvqTLl+S/ABvbH8QvnJK/5Ku1MK7a7o46wYEd\n", "wF7UsJrp/Cpax7LIVE5omcnaNpjRCu5vgB8EHLOER69m9Ux4H7uP7xo/IhIpcO9A1V5wUAQOdmAw\n", "djptA5P5W+R27it5kM+3XkDd9hh/jUPj+9gIOxFfpZP8a4D5wJtAs7fOBU7LVFAieWgxVA6D/byT\n", "ubsBVUAbNXzEdP4QrWN+ZDIHN89kSRss3QIMCzhmyWPpdKnUd7J+hn9hdErdPhJ2H0KfoXBEERzo\n", "2CwpEaAc2MFk3orczkMlDzKq9UfsaImxaBv2dUD9+tIbvo32CYqSv4SRA6yEfv3hUAf2cexymTh2\n", "HdYWatjAdO6J1vGvyFRG7JjJgiZgf3RXLfFHr/r8X8OGkzXy2SrExb6ziki7scBMqK2wex1VOTAa\n", "S/hDsT+bjUxmRuR27i95kKGtF+A2xVjwAXBIgHFLAcr1qlqVv4SBA2yEA8qsx2Zvx3L5OuzOii1A\n", "BTXsYDq3eiN5os0z2bwRXZ0rmeHLaB+wm7cchX1vfQ3dCUgE4CzgLhhRDmdgffpbsWTfgt0CYzMQ\n", "YzLPRG7n2ZKHKGqZQtPHTUr6ErB0kv+1wDnA49iR5B7gMeDHGYxLJFc5wDKo6A/jimEcUONYD+nn\n", "gNXAeqzqH0QN7zKdv0Xr2Bw5l7b1r8CQ4EIXaZdOl8pioA7Y7j0vxyZ1G5upoJKo20dyxVTgpzCq\n", "0k7gVnsncR1s9M4+2AXwpdh0+ovcySwsuoMF0cdwt3wHhjkQCy58KTC+dPusxhJ+IvmXAat6F5dI\n", "KHhVfmV/GF1swzQnOnbB+yfYn0UpNo3+B97bV7s1PMkv+aD4ENg+FOovhVnZmAtFpDt2lfzv8H5u\n", "wX6zn/eeH49d8CWSj6qA+VBRBSOLYV9sWuU+wKfAGOzOiIOBFVhXzyfAv1yYw5eZ594F8SqYDlyr\n", "al9y1a6+FkyhfYhnx/e5wL0+7P8k4DagCPgd8LMU+1G3j2TaGOAlKKuCfYvtXOwIx07YHoF15zjY\n", "OIfB3kcqgVeBVS6sYzBv73gIGibBNuBCB2YF0A6RhJy+yKsIuzfAF7CupbeA87CJ5BKU/CVTjgXu\n", "g6oqGFtsY/FrvH78QUAFduJ2HPYruBVYCHyE9fEvdeG1ODQ0LISr94IbsBlwVe1LLvClz/9U4D9p\n", "n88/seHeXuR1MLAEWOY9fxg4nZ2Tv4hfqrBhysNhUCns6di0VRO8PvzNwEase6cE6893sa6dKPAh\n", "MNu1X8/FLcAS17653glcCZylal/CJJ3kfxtwJja7Z9zHfQ9n50vZV6GrHMUfDnA38EWIVMCwYhjk\n", "XW3bDxjuWHLvi1X5I7BunG3YBe3lwFKsNlnhwlpgcRw+bcAmW3NdOBuYi1X7U1TtS9ikk/xXYSd8\n", "/Uz8kP7EVdOSHs8gOxPKSXjsg50rOggoh+Feou+LnYytdewEbV+s3ohjffmbsF/BCJa3i7Bung1A\n", "s2tfSN9vg8ZG7MZFj2GfqMGq/f1RtS+5o57OJ+FMKZ3kfyXwDPASdscJsL+aW7qzoxRWA7snPd+d\n", "1ENIp/VyPxJ+hwLnAycCNVBZZEv/iFXuA2w1/R1L7g7WdbM3duOrT7GumzjtrztYV89q7ITuchde\n", "B5a3QawR64LcaVSbV+3fiap9yT0z2Lkwvq6rD6ST/H8MNGDj+0t6ElUn3sZGWYzEbhTzFeyEr+Sv\n", "xBVR1diZ1fHY79RIrIIfDNE+MKAC3CIYFLG3lmDV+25YH30rVqH3s49Qg/XVN2DTKiQSepT2205v\n", "wy5VKcJ6MDdjI3UWA6sSFf6+WMf/TlTtSz5KJ/nvho3t91sr8B3gOewv8m50sjddiQnhwTJa8r2V\n", "K2mfTSxx0C713rcdy6QRLDMmDuZt2HCXaixTbsHKZReKdwNnKLh9obUMKoZBWSk0bYcBDbB9Ozil\n", "UHEgRAZC8wAoq4FIFUT6QmUpxB2obIXtLjQXQf8SGORCiQNbXeuS2cOBjY6dl63GcvAQ7ELyRixJ\n", "j8O6bkq954lb2vbDRuc0017Zb8dG5nxC+zj89d4/yco4rGjBVnyeXXRBqtqXfJVO8n8a+7r9XAb2\n", "/4y3SPqKYNIIOKPEkuCfW+DZVUArVAyC88fb2PQFJfBaCxzUDKPKYFUjvNEKhzfC9oHQvAf0i8HW\n", "AbC2HwzfDQZWw45i2LYCVq4CtxR2Gw2DxkJTf2gYaFMTR4rhUwecT+ETB5x+MKEEKsphcQlsdqA0\n", "AqOwX7ESoDJqJ04/wtZPdCypL3Ss26YKS96l2AibWu/5EOzgsNb7CXbsKsKq+QrsOOdg3wbWAitd\n", "O35txpL9mlbY1IoNMDgPuzPdLqnal3yXTvK/BPg+1t/f4q3TfP6BGdEXLiqGL2+z5zVlsKQalnwK\n", "x+wN126B3VvhxRoo2QPGLoevb4AH+sOAUiiOw8AqmNgA/6iBA+KwYA+Y0AYVLtRshjdKoGwUlJfC\n", "7n2gthlWlkJJFEpboSwCTa2wuBKK4lBbCvu4UOV11byLJe2hWJLeAzuBuhv2hS/RXdOGVe5lWPKu\n", "wBK7gyX+HVjyjmPj7Od722wB5gGNrm1jE3Yg2ejC6jhsbcGOIL/2lm5RtS+FIJ3kX5nxKKQb+hfD\n", "0KSRV7vFoV8R4EBFFHZvsPVtRVAdb/8vLnOhyoVtUSh1oH8bFBdBSRuUulDqvbfMtUq9uBiiEW+x\n", "zRN1LZkXeY+JgBO3hB0HcMFxwXUsebd6i9eDRAxL1MXAx0ATNvtlHDvfvxz7XAQbYOYC77v2mfVY\n", "V1AR8Ekc1rRBa7O38i3gano555SqfSkk6c7nfzpwNPbX+DLwZMYiki7Ma4KnBsJo71vY06Xw9gYg\n", "DkvWwR8GwylbLLm+1waRFlhUAmvi8F4c9mmENeXw/DBo2gzLqmBFI0QrYGAcVlTBynWwZgMUl0Fr\n", "FJqKYMsO2ByHIY7t65MobNsIDQ7MKoVYFKJtsLjYkvUKYK1jB4ONQB8XNrjWTVTh2Pn+Fuxc/3as\n", "xtjswvo4ROPwaTPsaMSOHEuxoTgPY2dzfadqXwpNOlMn3AhMBB7w3n8u9pd7VQbjStD0DikNqISD\n", "B9njNzbCJq/apwjG1ELtENjUBB+shbHVUFUJ2zfDe5/ChFJwK2BTfxjs9c9vd6FsJPQdAg0uOMuh\n", "YQm4rVAxDqJ7QWsVNJXayVxaYPNWqNoADQ2ww4WKvaCtErbGoa0PbHPBjWB9OhuxfppPaL9epAlL\n", "7G9infeB3LC8Q7WvOXkkX/iSO+dh37UTirx12RBIQpDC4MLZLqx14Sa3ffSUSD7wJXfOxc7KJQz0\n", "1mWDkr/4zoUaF/7kwkIXDgs6HpEM8CV3noedifsDNo3zMqzrJxuU/MVXqvalQPiWO4dhJ31Pw8ba\n", "ZYuSv/hC1b4UGF9y55nYwOyEfsAZfmw4DUr+0muq9qUA+ZI730uxbo4fG06Dkr/0mKp9KWBd5s5I\n", "GhtJNVyoKMU6kZyRNN/+Cmw2OA3hFOmme7Dpm0djE67cip38zQZV/tItqvZFAJ9yZyV2s4y3veWn\n", "2KyR2aDkL2lT377I/wp97gx9AyTzVO2LfEboc2foGyCZpWpfJKXQ587QN0AyQ9W+yC6FPneGvgHi\n", "P1X7Il3qMnfuakrnO7rY8He7HY5IL2i+fRH/7Cr5v0P70aPjWH9V5JJVmm9fpLDoIFPg1Lcv0iO+\n", "5M7BwM3Yjdxf8pZ/+LHhNCj5FzD17Yv0mC+58wXg/wILgWOwK35/7seG06DkX4BU7Yv0mi+5813v\n", "Z/INXN72Y8NpUPIvMKr2RXzRq9E+CTu8nx8Dp2B33O7fi6BEPkMjeURyz6nYHP77ATOwbwKnZWnf\n", "qvwLgKp9Ed+FPneGvgHSOfXti2SML7lzNPAk8AmwAfgLMMqPDadByT9PqdoXyShfcucbwNeBqLd8\n", "zVuXDUr+eUbVvkhW+JI756ZYl+rWjt11E7DA29bjQHWK9yj55xFV+yJZ06vcOQAYiN3I5SpgpLdc\n", "CdzYy8AAjqf9NpI3drJNJf88oGpfJOt6lTuXAUtTLIn1fjoTm7OlIyX/kFO1LxKI0OTOJ4HzU6wP\n", "TQNkZ6r2RQLly0VeJcDFwNHeBl8Gfg20pPHZF4ChKdZfjSV8gGuwC8ke7GQb05Iez/AWyWGagVMk\n", "6+q9xVd3A/cCk4DjgD8Av/Np21OA14CyTl5X5R8iqvZFckbGRvukWtddJwEfAIN28R4l/5BQ375I\n", "TvFtYrfapOejaZ/srTc+BJYDs73llyneo+Sf41Tti+QkX3LnccAKrK//ZSxhT/Jjw2lQ8s9hqvZF\n", "cpZvubMMm22xDij1a6NpUPLPQar2RXJel7mz4715k53tbcBJ+pm80cd7FVp6kvcrOaDDSJ5rNZJH\n", "JCd1mTt3NdTzVHZ99MhG8pccofn2RSSb1O2TA9S3LxI6vlzkdUWKDW0B3gHm9CAoCQlV+yL5K9L1\n", "WzgQ+BYwHBgBXAR8EbgLm+RN8pDXtz8XG+k1QYlfpPC8ClQmPa8EXgEqsCmZM0ndPlmmkTwieaHL\n", "3JlO5V9D+03cweb0GQI0Adt7FpfkIlX7IoUjnT7/B7A7dz2BDR06FZuErQ8wP3OhSbaob19EOjMR\n", "uBy4DDgoi/tVt0+GaSSPSF4Kfe4MfQNylfr2RfJa6HNn6BuQi1Tti+S90OfO0Dcgl6jaFykYoc+d\n", "oW9ArlC1L1JQQp87Q9+AoKnaFylIoc+doW9AkFTtixSs0OfO0DcgCKr2RQpe6HNn6BuQbar2RYQ8\n", "yJ2hb0C2qNoXkSShz52hb0A2qNoXkQ5CnztD34BMUrUvIp0Ife4MfQMyRdW+iOxC6HNn6BvgN1X7\n", "IpKG0OfO0DfAT6r2RSRNoc+doW+AH1Tti0g3hT53hr4BvaVqX0R6IPS5M/QN6ClV+yLSC6HPnaFv\n", "QE+o2heRXsr53HkFEAcGdPJ6zjfAT6r2RcQnOZ07dweeBZai5K9qX0T8lNO581GgjgJP/qr2RSQD\n", "usydkWxEkcLpwCpgbkD7zwkunI39G6wAJjgwK+CQRER67QVgXorlNOB1oMp731JgYCfbyMvKX9W+\n", "iGRYl7mzOIM7P76T9fsCewLvec9HAO8ABwPrU7x/WtLjGd4SWl61fydwPzDFgVjAIYlI+NV7S6gU\n", "RJ+/qn0RyaKc7fNPljcJvjPq2xcR6Z5QHxhU7YtIQEKdOyHEDdC4fREJUGhzZ0LoGqBqX0RyQOhy\n", "Z0ehaoCqfRHJEaHKnamEogGq9kUkx4Qid+5KzjdA1b6I5KCcz51dydkGqNoXkRyWs7kzXTnZAFX7\n", "IpLjcjJ3dkdONUDVvoiERE7lzp7ImQao2heREMmZ3NlTgTdA1b6IhFDgubO3Am2Aqn0RCSkl/x7u\n", "VNW+iISZkn8PdqhqX0TCTsm/GztStS8i+SLQO3mFzUHYfPu6u5aISMBC/9VFRCQAobiTl4iIZJmS\n", "v4hIAVLyFxEpQEr+IiIFSMlfRKQAKfmLiBQgJX8RkQKk5C8iUoCU/EVECpCSv4hIAVLyFxEpQEr+\n", "IiIFKMjkfymwAHgf+FmAcYiISJYcC7wARL3nNZ28L99n9awPOoAMqw86gAyrDzqADKoPOoAMqw86\n", "gAzL2Vk9LwZ+CrR4zzcEFEfQ6oMOIMPqgw4gw+qDDiCD6oMOIMPqgw4gaEEl/zHA0cDrwAzsRioi\n", "IpIlmbyT1wvA0BTrr/H22x84FJgIPAKMymAsIiKSxAlov88ANwIve8+XAIcAGzu8bwkwOotxiYjk\n", "g38BtUEHkcpFwPXe47HYvXNFRCTPRYH7gHnAO+jki4iIiIiIQGFcEHYFEAcGBB2Iz27C/u/eAx4H\n", "qoMNxxcnAQuBD4ErA47Fb7sDLwEfYH9v3w02nIwpAmYDTwYdSAb0Ax7D/u7mYwNrQindC8LCbHfg\n", "WWAp+Zf8j6d9SPGN3hJmRdhAhJHY7+QcYFyQAflsKDDee1wJLCK/2pfwPeAB4K9BB5IB9wJTvcfF\n", "hLjgegSYFHQQGfYoUEd+Jv9kZwL3Bx1ELx2GHagT/sNb8tUTwHFBB+GzEcCLWGGZb5V/NfBROm8M\n", "w8Ru+X5B2OnAKmBu0IFkwVTg6aCD6KXhwMqk56u8dfloJDABeCPgOPx2K/ADrJs13+yJzZhwD/Au\n", "cBdQkepQlThjAAAE7UlEQVSNmbzIqzvy/YKwXbXvKuCEpHVBXXvRG52172raK6trgB3Ag9kKKkPy\n", "fb6phEqs3/gyoDHgWPx0CrAe6++vDzaUjCgGDgC+A7wF3IZ9M702yKB66hngmKTnS4CBAcXit32B\n", "dVh3z1JsrqNlwOAAY8qEKcBrQFnAcfjhUHbu9rmK/DvpGwWeAy4POpAMuAH75rYUWAtsA/4YaET+\n", "Goq1LeFI4G8BxdJrhXRBWD72+Z+EjRwZFHQgPinGrp4cCZSQfyd8HSwZ3hp0IFlwDPnX5w/wCpYr\n", "AaYR4hGShXRB2EfkX/L/EFiOfc2eDfwy2HB88UVsFMwSrPLPJ0difeFzaP8/OynQiDLnGPJztM/+\n", "WJdPPg2vFhERERERERERERERERERERERERERkZ4biV2T4YcSbAKu2cA5Pm0zlVPJ3lW6U4A7Onnt\n", "NZ/2MZLu/R88BVT5tG8JiVyZ20cklQOwuXQmdOMzRUBbN/fzJNm70nNXcwMdkaUYOjo5oP1KgMIw\n", "q6eETzE2dfN8bLrqcm/9cdhMg3OBu7HKHmw+o2nYFdxzgb2w+Y3uxybzm41N5ncgNrPr29j8OonJ\n", "5GZg0xG8hU1E1p39QOfVeCU2O+Jc7GrJM73153nr5rHz/QkagZ9jN0F5AZsH6GVsOohTk96XuGHK\n", "YnaecCsxgVq916ZHsRtyJE+D3dm/wYFejHOAS1K0BWA37NL/2V7siYPNMtqvLP8RdqOaV7FJ+K7o\n", "ZFsiIjsZiU0PcJj3/G4sgZRh8zLVeuvvxRI12JxG3/YeX4xNQws7z70SBWbSPqnfV7xtgyXSO73H\n", "PdnPBaRO/j8Dbkl63g8Yhk1XMRD7lvF3bFpuvHaf6D1+HHjee08dlnDBDjRrsJlqy7AkfID3WoP3\n", "sx7Y7O3L8dp9RBf/BnOxqRnADkCpun2+h820Clb4VXqPE3NKJQ60Jd5ri73PSB5S5S+ZsBKY5T2+\n", "H0tKY7Eks8Rbfy92n4aEx72f72IHENh5euu9gH1oPwdwDTvPo/+npPf1Zj/JjgOmJz3fjCXIl4CN\n", "WPfSA0nb34HNhgmWfF/y3vN+0r7ADgqbgO1ePEel2Peb2EHCxar5kXT+b1DtLf/0PntfJ+15C7gQ\n", "uA7Yj52nanawA8wTXjsasQNvGKcYlzSoz18yIblf2yF1P3fH9c3ezzZS/1462Oygh3eyz22drO/u\n", "flJ9PpnbYV3y9luS1sexJJp43Nm+HFLfVKQ56XFyrKn+Dfp1EXPCq9iB5hTgD9i3muQDRaq2SZ5S\n", "5S+Z8Dnabxp9PpZ0FmHV62hv/dex/vB0LcLu35zYbhTYO+l1J+l9vdlPshdo7yYCS7JvYt1RiW6f\n", "c3uw/eOxbp9yrMsonVE+Lp3/G2z2lkQf/lc72cbnsLs8/Q7rLko+ke56cZwKlGLdPidTODevKThK\n", "/uK3RJL6NnbCtxr4FVbJXoidxJwLtAK/TvpM8ufdFI93AJOxfvjEdMOHdfgcWFdKb/aT7CdYkp7n\n", "7bMe+Bi7M9JL3rq3aT8v0XEbHfeX+Pkm8P+xE7SPYV1Qnb0/WQud/xtciHVRJc4tpPp8vfe5d7Gh\n", "s//d4fW3sSmO52K325wHbEmxHRERyTN9vJ8V2DmC8QHGIhmkPn8RSfZbrCupDDsvMCfQaERERERE\n", "RERERERERERERERERERERArP/wA932/S8wILGgAAAABJRU5ErkJggg==\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plt.scatter(-norm.ppf(norm.sf(maxcomb)*N*M), maxcomb_global, alpha=0.1)\n", "plt.plot([-5,5],[-5,5], c='r')\n", "plt.xlabel('bonferoni combined sig')\n", "plt.ylabel('global combined sig')" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYYAAAEPCAYAAABGP2P1AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xl8XHd57/HPmZFk7ZL33Zad2LGdxE5sSzFZHUKLSUlS\n", "aAkFyoW03KaFUFp6KdC+LnFLy9Y2YSuBG9IQkpIEQghJCFmgMQnZZDve43jfd1u7NFrn3D+eIzSj\n", "zMhH1ozOLN/36zUvzXJm5tHYOs/8fs9vARERERERERERERERERERERERERERkZz1X8AJYEuSxz8E\n", "bAI2Ay8Bi0cpLhERCchVwKUkTwxvA6q866uAV0cjKBERCVYNyRNDrLHA4fSGIiIioaADGIY/B54K\n", "OggREUm/Gs7eYrgWeANrNYiISBoVBB2AD4uBu7EaQ2OCxzcCS0Y1IhGR7LcJuCToIJKpIXmLYRaw\n", "G1gxxPPdVAd0jlYHHUAGWR10ABlkddABZJDVQQeQQVYHHQBDnDuDbjE8CFwDTAAOAbcDhd5j3wO+\n", "gHUf3eXd1wPUjXKMIiJ5JejE8IGzPP4x7yIiIqMkm0YlZbo1QQeQQdYEHUAGWRN0ABlkTdABZJA1\n", "QQeQ6zKlxiAikk2SnjvVYhARkThKDCIiEkeJQURE4igxiIhIHCUGERGJo8QgIiJxlBhERCSOEoOI\n", "iMRRYhARkThKDCIiEkeJQURE4igxiIhIHCUGERGJo8QgIiJxlBhERCSOEoOIiMRRYhARkThKDCIi\n", "EkeJQURE4igxiIhIHCUGERGJE2Ri+C/gBLBliGO+CewCNgGXjkZQIiISnKuwk32yxHA98JR3/TLg\n", "1STHuSmOS0TSxznL7bMdHysU83gICA96PJzg+eGY4woSPMevEFCYJL6hHsskSc+dBaMZxSAvAjVD\n", "PH4jcJ93/TWgGpiMtTJE8pkDFDPwN9EKdAOl2N90MdAHnLT7S2dB93go7YZQKYwJQ1khuCEId0NF\n", "I2zbB+PHwYzlEA7BsU1wYCvQmSSGEMwdC6UXwITx0HEK9jTCgrEQGgtdLdDYCmXnw/SZ0NwER7bD\n", "xQ3Q2wdPNcP1VVAZht0dsO6EF3PM6y+ZBAvLIRKFn58A2gd+/4UTYUkldAAbi6BuIhQVwM4TsG4v\n", "XDMe5o+BBhd+ehzogCWTYVkFtDvwegje0QftLvzqDBxtHMbnXwI3TYWZIdjbB08dG/icxpXD70+B\n", "KQ682QNPHwF6hvHaGSHIxHA204FDMbcPAzNQYkjKhWIn+R+yBMcBxmAncYCxQBV2IiwHFkN1GdAJ\n", "k1xwHAi123OKp0K4CtxiKD4GHYVQMQ2KzodwNUzuhI426DwN4xrBqYJxfTD+CGxrgIYSuCoK3XPg\n", "dDlUtwNFUN4OfSFwj4G7HWZdDbNK4cYu6IrCmknw0hh4ZS2WdAZZOAEuXgjXT4faDnh2EWyugmX7\n", "odaBNZWwoQZWlsAf74Knp8GGqTD5l3BFM0y8FP50L7yjA35cAl+aCJuOx7/+Z8rhQx1wJATTpsFd\n", "ByyWadXwN1XwF+1w5zhYsgSuPwAXt8L946BgLHz8CNzcAWccqJoGjzfBxyvsOd8ZC2+bBgv2wlUR\n", "+LeJsLoLyzJnE7Kk8B89cF4fvFEATIWn9gMF8IdT4WsdMN6FV4ugfSq8ePAc/s8EKpMTA7y1KZas\n", "6bM65voa75JXXEuka12Y7qh7bbSUAxdj39yrgWVQsRAqq+2bcBFQ0QeREigph5mF9g22pA+mtENn\n", "MbilMBtoDUEUKDgN0zvgdJ/1Rkx2oKUIqjth32wYVwDlZVBeAgWFUNoHTRPgcAmUFMC4MMzrgJII\n", "FMyFaBQmNcPsFmiqhrZCmBiGaAGE+4A+2FwNS6thYglcuR2iDkTK4MRM2L4FmgYnBse+rc+ohhsb\n", "oCIK26ZCiQvdFVB3HLZPgTlVsKQNwmGo6YWIA3vGQmcrXO5Cu1fjvDkCD5RZKbHfnDJ4j3einh6F\n", "5S72gXTDgjK4zvsC1FMOS3ospjIXlvTC1HGwyDsZj3fhEqC+Aq7s8sIvhhUdcLAISiNwSR/MKILD\n", "fhJDAZwfsqQAsKgX5hZhXVIFcLFr7wmwohumlFlsGfE3udK7nFUmJ4YjwMyY2zO8+xJZnfZoMl8d\n", "sEFJIaUc7P/gYmA5sBAmVkHVDHCmwuQxloe7e6E7BIsdCIW8L9g9MK8HOnvgTIGdtBZG4Fgp9PRC\n", "ZRSKi+BYGVzaCHtKIdwLrVUwox2mFUMvUNZpyaG8FxqqYXYvOIWWBMZGodmxxkdTod0/xoVy11oD\n", "RWOs5RENDfQwtTv2a4UA17GLE7Xejp4QdIfBdaHTgY4+aIom+Fxc64Lp6YHThTC2C/pcaAhbnBEH\n", "uvqgtdfuC0etIdsYhlAnVEdhTwHM9f6vbiiE9t74t2jsgc1FdnIF2BPCMidwogs2V9jJuagLDhTC\n", "dO+19oWhMQKHw3BRjzUCdjnQ2AEbyu1EHuqCLWNhqtfFsz0Mh/129/TCfhf2hO3994ThUBRr/Tmw\n", "xbFWSn+L4XgXmfM3uYb4L823JzswkxPD48BtwEPACqAJdSMNpQ6oDzqILFUJvBNYAsyBSYtg3DQI\n", "lcAEB6aE7KQ6BigJWU9QFJgCLAIOFFl3/gQXxgEhx042C1046EJhCEpdwIFJIWgDwkVQATQ4Xj3U\n", "tZ9R77hexxJInwMRIORCn3eiHtMLvb3QPsZO8i1RON4LZW3QVQy9RTAeOHQCTlfCZU2wc7bFUtIN\n", "e4uhrM/i6B0DoTZY1wHjK63rqtuB1xpg2zaSdq+8dAL6quG7C2F+GHa2wrpmuKwN/m0yHO+AN7ZA\n", "Yw28MRX2OrB5n3Uj/agIfrbPktD6Ung9Cv8z6EvfKyfhS9PhilI47sCTZ7APAusiu7MEtpTCsU6o\n", "3wcHiuGxMfB6E6zZAhVj4UXvub86AUda4Y4wbCiFhh7YdAquBX5RBs80MFC/OJso/PQoMA1qHNgd\n", "hZ8fxU7+PfDYMeiIqTG8ePwsr5eRgqyaPwhcA0zATvi3Y01FgO95P78NrML+0W4BXk/wOt4fUn5z\n", "4VfAHc7ASC4Z4ACXY90+F0FFJRRVwtiFUDERiortpF7uQBkwz/sWfhz71r4cOz+2YgmiA6vzjgUm\n", "AaeBg1iroBoocWB9FOq67YR9DCgIwbxWOFgG7X1Q1QhuIeypgAs64FgIGosgcgZmtcCBHiiIwJhy\n", "e7+eEHSdspN5cQmEJsCZSijsg9ZTcGYnVDZDTwHQCWMa4PTrcLgFLlkIzeOhowXoht4I0AM9bdDe\n", "DkVNcPIQlIyBwjnQ7ULnAeAUv/uWnlAxlt3KsL/RFqx7rchiIAKUeB9Uh/dBFXqv2eUdF7aY4grP\n", "/ULeMVHeWudwvMew34Ux3mtFvNfqHxnU5/0j9j+nEDtn9GJfjN2Yx4ejfxRUH2/9jMLe471kTmsh\n", "kaTnzlw4oeZ9YnDtP2EDdkY7FXQ8ASsD3gdcDs58mLIQairsHFbuwizH+sILQvY3PQ377zMB2AHM\n", "xXot+89Vm7A+6jA2FqIMO//1j3qciX3k610YF4WxITgYhRN9UNkLXe3QEIVGYCJwpguaO6G0EZrb\n", "oa8FQuPsZH1oN1Tth4bTED0OXd3QV4T9+3Z7b9SGndxKsUzVjr14v0w+EUlmSXruzOSuJPFvPtYn\n", "kY9JIQx8DXgHjJsJFxbb4J8eoMiBpdjJuxNocezLa7Fj59YzWNdPH3bCr8D+VvovEe/SiH0pPIR9\n", "0S0AjrnQ6kKBAye64dgZKOiFUBQOn4C216FnBzaa7jR2Qu/D/o0avNgTnMSbU/zxiAyfEkNuyLf6\n", "wkzgXphSC1WFVhue51jXzxKs7/8I1u+/EOtvb8Z6G/oY6IHoxb6I93iPd2PzLQ9jfxo7XevlXOda\n", "IbW9C06ehPbd0HoMyyyvAv+Dv6GOIllBiSE31AJrgw4ijRzgk8AHYfxCmOYlgwsd6yIqw3pblmN9\n", "/SGs26YJ6/apwL75H8e+8YddaHNs6ChYj8xpoNGF0x3QdQaazkDbG8A64GVgK+qmkTyhxJAb6oAf\n", "Bx1EGjwM41ZBdaFNkl+OdQM1AFdiSaHI+7kFqxN0Y90+Z7AkcQYbdHTIhf1AUyf0NUPjTmg7BW1t\n", "wD5sJv5G9M1fJCeKtnldfHatf6QRmOj4H3KXyRzgMRh3Hbw9ZF1EjdhJ/yKsJvA6MMe7fgIb+LIP\n", "qyO8ClS4sBebsNTRAI37gfXA3dgDIqLic05bjM3gyfakMB74LdTMskljb3Pg3Vi30HasBtCADQ8t\n", "AzZjrYjDWA3gJHCkD45uwybx/BO/G/cuIsOhxJD9sr2+4ABHYWmVDQstd2wo/BSsNjAGSwR7sFpA\n", "AdZttMeFx4CDEWj9GfA5rFAgIiOkxJD96rDiaDZ6FWZcDFc6cIljLYAQ8AbWyt2DJYhDwG9daxRF\n", "orDzAPAL4J+xYaAikkJKDNmvDvh60EEM04swcSkscuByBxZgPUkOVjwuxEYQbQVOufByFE4+j81+\n", "V6tAJM2UGLKYa+s2zAK2BR2LT/8MFZ+Gd4ZgvjfJbDY2iqgQG1p6FNjh2sZ9m6PQ/hRwc3Ahi+Qf\n", "JYbstgzY5GT+RiAOcBouKbFWwhVYF9FJbMJZCVY32O3aqKKNEeD/APcGFbBIPlNiyG61ZP6M560w\n", "b64lg3neInUlWOtgHDZ1oAXY5cLzvdCziuytmYjkBCWG7FYHPBJ0EAk4wDNQdgWsdOAKxyanncZq\n", "CG1Y99Eu4CUX1kWh415sdrOIBCwXJobl7QQ314brrHRs+E6mWAvnX2grXI9z7GcZts5fEbZa6XZg\n", "i5cQWu4H/iq4cEXylia45RoXpmJLL2fKTN5JwC54ZyEsc2zxuuPY/gRRbCJaD7DRtdUnth0CLggs\n", "WhFJSokhe9UCazNkK889sHCqbSd7iWMF5SnYl5F92FpG+4E3XHi+B5utfSCgWEXkLJQYslcmLLV9\n", "MVS+DBeHbfjpIuA8rIbQ30I4Amx2YVMftP87tlSFiGQwJYbsVQd8M8D3/zkseAf8iWP7IpcysAdC\n", "AbbQ3SYXNkWh+VHgfwUYq4gMQy4UbfOu+Oza79sALHBsedHRdhSWVtus5fdj+x50YK2EJuCoC8+4\n", "cPhR4MMBxCciZ6fic445H9uncrSTggNOM1xfABc7Nh+hDasnbMVWOd0KbOnEdspJtMG7iGS4UNAB\n", "yDkJor7wBzC2FW4pgJu8vZTLsUTwGrDWhSdc2PIVBjZSFpEspBZDdhrtxPAkzL/WVkGtdWxOQiM2\n", "FHUt1lJY1+3dISJZTokhO9UBj47Sex2EyybY/soLgLFYgbkE2AG84sKm/diQJBHJAUF3Ja0C3sTW\n", "RvhsgscnAE9jC+psBT46apFlKNeWIV2MDftJt2Nw/QT4gAMrsP8up7E5CU+68GAUNn0LJQWRnBLk\n", "aJ4w9pXzHdg4x7XAB7D1Evqtxrbw+jyWJHYAk4HemGPyalSSa537P3RsA+R0OgPXlMAfODapeTq2\n", "8sZ2bBXU5/ugo5LMmGAnIsOX9NwZZIuhDtiNff3sAR4Cbhp0zDGg0rteCZwhPinko3TXFxygGd5d\n", "Ald53UfF2D4JLcCrLvwiAh0VKCmI5KQgE8N0bBG4foe9+2LdDVyInZU2AZ8andAyWpoTQ3EzvL/Q\n", "1uYbgzXmCrEc/rgLrx3DtlsTkRwVZPHZz7fNf8DqCyuxtRaeA5Zgu8LHWh1zfY13yVW1wH+m6bXP\n", "wKoCWwSvBmuk/RbrwXteRWaR7LbSu5xVkInhCDAz5vZMrNUQ63LgX73re7AV2S4A1g06bnUa4ss4\n", "LlQAc7HtzlLtRVhRYkNSz8N67VqAE67NU9i0FrgmDe8rIqNjDfFfmm9PdmCQXUnrgHnYV9MibG2F\n", "xwcd8yZWnAYrOl9A5iwzHYSlwGbHdrtJpW/AzKVwnWO9eVOw3qL1LvzChY1fRUlBJG8E2WLoBW4D\n", "nsFGKN2DDXm51Xv8e8CXsH1/N2FJ7O+xNYLyVTrqC7dBzcfgqpCttOFiXUeHsG6kw/+K/TuISJ7w\n", "M8zTAd4LXImdNV4EHiNzRqTkzXBVF34MPO7AAyl6ySqYeRQ+6MBkxwaHzcYGg/3GhccagBkpei8R\n", "ySxJz51+Tqh3YZ3OD3rH34x153w8VdGNUD4lhv3A7zuwMwUv50B5C3w0DO9yrPF4GGu0bXLhuU5s\n", "zSMRyU0jWl31WmwkStS7/QPgjZSEJb65VmOpwsaNpkITXB2GeQ50YUtdjMEmr/2qGyUFkbzlp/i8\n", "G5gVc3sWqTs5iX/9W3lGz3rk2Z2EdxfCcu/lOrBcv8aF53rA1WJ4InnMT4uhEutfqMeaHnXY8hVP\n", "eLdvTFt0EqsW+9xH6gW4rBxWOAOLoe4EdrnwZBTalRRE8pyfxPCFBPf1901lSgE6H9QB3x3ha/wF\n", "zF9mS11MxRLDceC4Cy+40FqL/k1F8l4uFG1zvvjsbeV5GrjIsSFD56i6DT4cgiscawgew+YZPuzC\n", "th+QOQMKRCT9MnIRPfFvLtAxsqTACZurMNux/wu92GY7L7uw7RRKCiLi0UY92aGWkU1s+y7UVsBi\n", "x0YfdWCb7ax14ekubPKCiAigxJAt+gv+58KBCR+2PZEuw0YhHQJe94rNjE1RjCKSI4ZKDEMt1OZi\n", "u4jJ6Kgj8SAAH5wmuNqBuY4tn90LtAMbgPZvpCxCEckZQyWGG7yf/X3P92Od0x9Ka0QSx9vK8xJg\n", "/Tk8/SisKoTzHatdF2Lr7611YWMr8I8pDFVE8sjGBPdtGPUoksvp4ZUuXOKe20zzT8HSDvhqBB6J\n", "wD0R+L8ReF8HOM0pD1REsk3Sc6efUUkOtoBevyvI8eGhGeZcJ7Z90Xr7irHuo3HYHgsvuJrZLCJD\n", "8VN8/jNs6esq73YTcEvaIpLBzmWp7d/CNQXWhdQ/CmkbsM6FE5m0Mq6IZKDhfPOv8o5vSlMs5yqn\n", "J7i5thfFx5xhtRomtMNfhmxfn07gFPBrFx5vByamJVARyTYjmuA2BdtE52EsKSwC/jxloUlSLpRh\n", "u+dsHsbTTsPlDkzCupHG211scLE7RUSG5Ccx/AB4Fpjm3d4F/G26ApI4lwLbvHWx/bgRLiqFRY41\n", "DJqwuvV6Fw6dRF1IIuKDn8QwAWst9Hm3e7BqpqTfcOsL98NybOuGBiAC7HThhSgwJw3xiUgO8pMY\n", "2rD+iH4rAA13HB3DSQz/ApcXWmthDtaNtMd7etsd6QpQRPLTMuBlLBm8jHUlLQk0ong52z3iwl4X\n", "Fvg7urgFPtkBD0fgxxH4YQRu7sCaDiIigyU9d/oZrroeuAa4wLu9A+tOkjRyrQtvPP72d94DlxXA\n", "ZG/ZCwfYhw1oimvtiYicld9F9OqAGu/4pd59P0xHQPI7tcA6H1t5OrBgiq2HVINNYuvA5izsiJDD\n", "LSoRSQ8/ieEBbD+AjQwUoEGJId381hea4FLHBo2FsBGurwPPuVirQ0RkWPwkhmXY3IV0fPNcBXwd\n", "CAPfB76a4JiVwJ1YH8lp73Y+qMM+k6H8O1xaCAsdKMdWTW0H3nShaSNqLYhImvyEgTkMqRQGdmP9\n", "H4VYi2ThoGOqsbUcZni3E30DzrmTnwuOCyddmD70kRWt8OkO+GYE7o/A9yPwoQ4IadSYiJzNiIrP\n", "E7FZUvUMTLRygRtHGFQdlhj2e7cfAm4Ctscc80Hgp8Bh7/bpEb5ntpgN9Dq2IXMyr8KSMMzyupHa\n", "gDeBF4HojCGeJyIyJD+JYXWa3ns6tpVYv8PYFmOx5mGtieeBCuAb2L4Quc5HfaH8Iqh1bNBRD5ar\n", "j7hwsAVoTXuEIpKz/CSGNWl6bz9dQIXYKKjrgFLgFeBVbC5FrNUx19eQvphHy9kSwx5YGrJ1DZuw\n", "+sImYI2LrW0lIjLYSnzWaIdKDC9hey+08daTuAtUnkNgsY4AM2Nuz2Sgy6jfIaz7KOJdXsAm1w2V\n", "GHJBLfDF5A+PnQxXODa1pBM4CGx34dip0QlPRLLQGuK/NN8eTBhDK8DWbKgBikhcfF4A/AorVJdi\n", "+1AvGnRMThWfXShwodW1wnsiu+FdHXB3BJ7wLp+OQGXbqAYqItluRMVnsO6cq7DJVi9hA+VHqhe4\n", "DXgGO/HfgxWeb/Ue/x5WTX0aW3Y6CtzNuW1zmU0WAkedpPteTJkK873aQgvWoNvlQstQhWoREd/8\n", "bHDzBeB9wKPe8TcBjzBkV8eoyqmNelzb62KlAx9O8PAheN94uN6xrTpdLE/fG4XTZaMaqIhku6Tn\n", "Tj8thj/FNg/u9G5/Gat0ZkpiyDW1JC08Tx4LCxwb0NUFHMWWvji9e/TCE5Fc52fZ7SNAScztYt5a\n", "JJbUqSPxNp47YU7IBmqdxBLDYWB9H5m12q2IZLmhWgzf8n42Y7OPn/Vu/x7D35xefHAtAS/ACvGD\n", "VEyD2Y7VFfZicxdedKFl8AgtEZERGSoxrMf6oNYBj8Xcv4YcGwmUQS4F3nAGuu367YRrQ3AtVrM/\n", "jrdlZ5SB1W5FRFJiqMTwg9EKQn4nSX2hehpc6I1ECmPdSS+50HpwdMMTkXzgp8ZwA7ABaMSWWmjF\n", "+jMk9RLVF3bAshDMAsZgXUjHgK1R3jqnQ0RkxPwkhq8DH8G+rlZ4l5HOepbEEiyFUTnN1kSqxFoK\n", "DVhr4dSx0Q9PRPKBn8RwGCs+n20nMRkB1yYmTMYm9fX7JVwchqnYHkkHvUt9FFtgUEQk5fzMY/gs\n", "8EtshdNu7z4XuCNdQeWp5cB6J36XvMvhYixnTMRGDm9xoflMEAGKSH7wkxi+iNUVirE1jSQ9BtcX\n", "fg+WFEKNY+sHHse2rljnYvs1iIikhZ/EMBWbuyDpVUf8PtoPWW9RJTa9oQHY48LxjiCCE5H84afG\n", "8BTwznQHks9cW69kUOF5RjEsdaAMK++cwlu78JIAQhSRPOInMXwcqzF0ouGq6dK/L0X/jnY/gwsc\n", "OB+Yi9UXml14s4uht/sUERkxP11J5WmPQmqBemdgRvnbbR/nTiwHN2PbY7MzmPBEJJ/43Y/hJuBq\n", "7MT1G+CJtEWUn2ILz6WwsBCqHGtAnPQur7u8dU9sEZGU89OV9BXgr7G5DNu9619OZ1B5KLa+sNeG\n", "qM7DNnFrB7a6cEJFZxHJGFuwBXr6hb37MkVWL+jnQtiFFm+CGzC+Hb4cgZ9F4KEIfCkCSzqA6wMN\n", "VERyTdJzp58Wg0v8/sPVQ72gDNsFwAnHxqM+AwsdG54axba5bgXe7MVGh4mIpJ2fGsOXsXGSz2PD\n", "Kq8BPpfOoPJMTH3BWWHbMRRik8wPAmtd6NIObSIyavzulTwNGznjYn3hx9MW0fBl9Z7PLnwH2OlA\n", "Oyz/Bvyxt7x2J5YYHojCMe3nLCKplvTc6acr6T1AB/Bz4HHsjPWHKQtN+gvPX7E9d5Zjq2lXA3td\n", "OKais4iMKj+JYTXQFHO7ybtPRsi19acWAhtgVrFt3XkGqytEgB2gPRdEZJT5SQyJmhrhBPfJ8C3B\n", "upGehVmOzSUsB9qArcC2LmwtDBGRUeMnMazHltg+D1uj4U7vvlRYhe0/sAtb3juZWmyz4/em6H0z\n", "RX830mJrOHQA+7AJzhtccBNs8ykikl5+EsMnsf0kHwYewmoMn0jBe4eBb2PJYRHwAezsmOi4rwJP\n", "k8VF5iTqolAPcwuh0lsR4wTWnXTARYsXikgA/AxXbWPob/Pnqg5bAGi/d/shbOmN7YOO+yTwCNZq\n", "yDW1y+E6KzhfBEzA1sh7yoWDncGGJiL5yk+LIV2mM7CaKNgWotMTHHMTcJd3O2cm1rk27Gj6Fiiz\n", "orPDQI3/CMDHAgtORPKa30X00sHPSf7r2GS6/vG2ybqSVsdcX+NdMt3yHtjcy/xLbavnGqARrxEV\n", "BX4WZHAiknNWepezCjIxHGFgHwK864cHHbMM62IC62d5F1bveHzQcavTEF+61d0FS6yschp4DfsV\n", "N7twJhJsaCKSg9YQ/6X59mQHDpUYvjXEYy62yupIrMOWEK0BjgLvxwrQsebGXL8XW+57cFLIVrWv\n", "UFYA81zLf2ewAVoHAT4SaGQikteGSgzrGejuGdyFk4q+/l7gNuAZbOTRPVjh+Vbv8e+l4D0yVjNc\n", "V88SLylMAqqAzcA2LZgnIoHKheGfWbdWkgvTT8OhSby30+WdXuxlwCMuPHYUmy8iIpJOSc+dfmoM\n", "k4C/x+YalMS84NtTElp+qltLQdRlmgNjgApsAdvtYN1rIiKB8TNc9b+xzu+5WJF3P1YfkHP0Jtyw\n", "lslRG7F6BEsI+4EdPeTQkFwRyU5+EsN44PvYBgG/AW5BrYUROQkfeI2aqG1tcRUwEWh1sfGqIiKB\n", "8tOV1O39PA68GxtBNDZtEeU4F0JNUFzP8k5bQbUU+ziPAMwJNDgREfwlhn/F+jz+DhvCWgn8bTqD\n", "ynHzGwm7p5mG7dR2Cls4ryGKupFEJAP4SQxPeD+b8DlrTpK7DZ68mrFRWw2kFFtme5sL+zSpTUQy\n", "gp8aw3lYcjiNfb39OfETz2QYLoQZa5kbtb2dm7AZz1thYIa3iEig/CSGHwE/BqZiez//BHgwnUHl\n", "MGcZJYX11Lo2KvUSbDTwYRdbRVZEJHB+EkMJcD+2RlEP8AC2JaUM0xh480K6Quu5LGrbWnQCJ104\n", "qSW2RSRjDFVjGIfNivsl8HkGWgnv9+6TYVoCU/dQ7rZzGPvoe4BtYMuBiIhkhKGWkthP4lEyjnd/\n", "pgytzJYlMZzbGNd1CdNDH+PWnoFF857tgzPlQQcnInnnnJbEqElLKPnrtVpKQy+zPApTsGUw3nDh\n", "TFfQgYmIxPJTYygCPgX8FNti85PYAHwZnnm1tIbqmRuFKPaxngL4YbBhiYjE89MFcw/WsrjPO/7D\n", "2JLZmbL1ZFZ0JVUyqf0IjaXj+EFnD2OADcCPorCvLOjYRCQvjWh11VpgccztX2MbB4h/X1jOlPAm\n", "qqKWFFqBAy7sUzeSiGQcP11JvcTvD3Ced5/494nLCIfWMd+12c5lQAtYgV9EJKP4aTF8BvgfbEEf\n", "sKL0LekKKDeVl9XSFH6Euj5bk/AgsBds+zYRkYziJzH8GpgPXID1Se0A1AXinwPzQ7Xsdj7D1Kgl\n", "hW3AVu36lL5wAAAM/0lEQVS9ICIZaajE8EcMFCdiixT93UqPpjGuXLJrKuMpYYezlwWuzV847QIN\n", "QQcmIpLIUInhBob+RqvE4M/4OgrD65kbdSnGRvoeB3hvsGGJiCQ2VGL46GgFkdvGFdZxLFTPhKjN\n", "dG4GDkWx8aoiIhnHT43h73hry6EZWA9sTHlEucWBmlAdzaFv8vZem+1cDxzvCTowEZFk/AxXXQb8\n", "JTAdmAHcCrwLuBv4bPpCywlvOsxmKcdC9UyM2mznbhdvrKqISLZ6EdtmrF858AI2IH/7CF97Fda/\n", "sovESeZDwCZsQt1LxE+065fJI3sa5/PByH4mR+H5CHwnAld2ABcHHZiI5L2k504/XUkTscH3/XqA\n", "yUAHtqHAuQoD3wbeARwB1gKPE59s9gJXY11Xq4D/B6wYwXuOsgVFdbSF1zHLhUZsbaQtLrAl4MBE\n", "RJLykxj+G9t/8jFsyOoN2K5uZcAbI3jvOmA3A7N/HwJuIj4xvBJz/TWsKytb/DVUOXW0hOqpicIx\n", "bKe2Zm3KIyIZzU+N4YvAX2Df2huxGsM/Ae1YV8+5mg4cirl92LsvmT8HnhrB+422z8NslnPQqac2\n", "CpV4k8cPBByXiMiQ/LQYwLp51qb4vYdTG7gW+DPgiiSPr465vsa7BCxcWsgMZzGPhdZR6s14PgNa\n", "BkNEgrHSu5yV38SQDkeAmTG3Z2KthsEWYyOgVmEtlkRWpzSylJhduJgGZz8T3TYmY7/url4yu1gu\n", "IrlrDfFfmm9PdqCfrqR0WQfMwxblK8L2kn580DGzsBnWf4rVI7LFHTCdOhpDa5kVtTLKThfatMaU\n", "iGS8IFsMvcBtwDPYCKV7sMLzrd7j3wO+AIwF7vLu68GK1pnugzCPWg6G6lkRtdJJM9jsNhERSbMM\n", "7JopaIF/iGxhZnQZX+6EOyKwpCPoqEREYiQ9dwbZlZSrHFhQUEEDczjhbGaSa0NVd2pzIxHJCkoM\n", "qfcLmMIyCkNbmBbt4SSw1YVIJOjARET8UGJIvVqYSC3HQmuZ59oKIh0ADwQcl4iIL0oMKVdYBGVO\n", "HbuceiZHbRmMo2Cr1IqIZDwlhpSbUQCV1HIwtJaaqCWFQ6oviEjWUGJIrSthvDOJEirpdHYx0bVl\n", "tjs1f0FEsoYSQ2o9AHOog9B6FkSjhPGWwTgVcFwiIr4pMaSUUwUXOnUcCdWzNApT8HLC8oADExHx\n", "TYkhpSYVQh91bAytZWrU1kc6GMUbliQikg2UGFJnMkwKOXSznF2h1yiJwloXjnef/akiIplDiSF1\n", "XoL5zKHYiVDoHsPBG6baGnBcIiLDosSQOmNhJpfRHlrLItcWzusCWy5cRCRrBLm6ao4pLoJmp449\n", "Tj0To7ZR2wmX+K1KRUQynloMKTMxDC617AmtpSQKm4HdmtgmIllHiSE1HoVZFDCDJZwKraMyCg0u\n", "Go0kIllIiSE1roAlXESNc4ipbjMr8OoLTwYcl4jIsCkxpERRMcx26tgVWstFUSgGWgD+d8CBiYgM\n", "mxJDSkwqgHZvYltNFA4CB1RfEJGspMQwcg6MdyBCLZtD9YSjUO9CixbOE5GspMQwcuthOmVM5TzO\n", "OJuY43r1BRWeRSQrKTGM3GyoYikHQ9uY6nbRg1dfuD3guEREzokSw4hVFsBkp46ToXUsiEIzcNgF\n", "fhBwYCIi50SJYcSmFcAs6tjr1DM7Ct3AKRWeRSRrBZ0YVgFvAruAzyY55pve45uAS0cpLr9uhXEO\n", "TGA5B0P1LI9CswttWlFVROQchIHdQA1QCGwEFg465nrgKe/6ZcCrCV7HTVN8fhyGmzsm8B+RRkrd\n", "EPdE4PoOYG2AMYmI+JH03Blki6EOSwz7gR7gIeCmQcfcCNznXX8NqAYmj1J8fpTBOKeOhtAGzo9G\n", "6QROAFwecFwiIucsyMQwHTgUc/uwd9/ZjpmR5riGobIACqjj9VA9M6IW3pEoluhERLJSkMtu++0C\n", "cnw8b3XM9TXeZRR0dEBL5a+ZGG1hjAt7XTihpCAimWild8loK4CnY25/nrcWoL8L/EnM7Td5a1dS\n", "kDWGq2BOO9wcgfd0wKR2YFGA8YiI+BXkuTOpAmAPVnwu4uzF5xVkXvEZ4AJw7sXmLUwLOBYREb+C\n", "Pncm9S5gB1aE/rx3363epd+3vcc3AUsTvEbG/nIiIhksp8+dOf3LiYikSUYOVxURkQykxCAiInGU\n", "GEREJI4Sg4iIxFFiEBGROEoMIiISR4lBRETiKDGIiEgcJQYREYmjxCAiInGUGEREJI4Sg4iIxFFi\n", "EBGROEoMIiISR4lBRETiKDGIiEgcJQYREYmjxCAiInGUGEREJI4Sg4iIxFFiEBGROEoMIiISJ6jE\n", "MA54DtgJPAtUJzhmJvA8sA3YCvz1qEUnIiKj7mvA33vXPwt8JcExU4BLvOvlwA5gYYLj3JRHd25W\n", "Bh1ABlkZdAAZZGXQAWSQlUEHkEFWBh0AQ5w7g2ox3Ajc512/D/jDBMccBzZ619uA7cC09Id2zlYG\n", "HUAGWRl0ABlkZdABZJCVQQeQQVYGHcBQgkoMk4ET3vUT3u2h1ACXAq+lMSYREQEK0vjaz2HdQYP9\n", "46DbLkN3B5UDjwCfwloOIiKSRk5A7/sm1pQ6DkzFiswLEhxXCDwJ/BL4epLX2ggsSX2IIiI5bRMD\n", "ddyM8DWs6AzwORIXnx3gh8CdoxWUiIgEZxzwK946XHUa8Avv+pVAFGsRbPAuq0Y3TBERERERkRFa\n", "hdVMdjHQPZavNCkxXhhr6T4RdCABq8YGkGwH3gBWBBtOoD6P/X1sAX4EjAk2HEmHMLAbG05biHV7\n", "JZqEly/8TkrMF58G/ht4POhAAnYf8Gfe9QKgKsBYglQD7GUgGTwMfCSwaIagtZJGpg5LDPuBHuAh\n", "4KYgAwpYtk1KTKcZwPXA9wlu9F8mqAKuAv7Lu90LNAcXTqBasPNEKZYgS4EjgUaUhBLDyEwHDsXc\n", "PuzdJ5qUeCfwGWwART6bA5wC7gVeB+7GToj5qAH4D+AgcBRowgbhZBwlhpHJlHWaMk2+T0p8N3AS\n", "qy/kc2sB7JvxUuA73s92bIh6PjoP+BvsS9M07O/kQ0EGlIwSw8gcwQqu/WZirYZ8Vgj8FHgAeCzg\n", "WIJyObYe2D7gQeDt2JycfHTYu6z1bj+CJYh8tBx4GTiDdak9iv1fkRxTAOzBvgEUoeKzJiW+1TVo\n", "VNILwHzv+mrgq8GFEqgl2Gi9Euxv5T7gE4FGJGnzLmz0zW5sKFo+06TEt7oGjUpagrUYNmHfkvN1\n", "VBLYdgP9w1Xvw1rYIiIiIiIiIiIiIiIiIiIiIiIiIiIiIjL6arCx3alQhK1BswF4X4peM5EbGL2l\n", "1j8KfCvJYy+l6D1qSN2/gWSxgqADEEmDpdg6VpcO4zlhoG+Y7/MEozereah1ua4YpRgkT2itJMkk\n", "BdgaS28AP8GWDgC4DluZczNwD9YiAFvufDWw3nvsAmCS9xq1WIthLrAMWAOsA57G9o3Au+9ObFbu\n", "p4b5PpD8W3w5tproZmy273u8+z/g3beF+H3O27B90LcCz2Eb2fwGW27lhpjj+jdC2gl8YdDzAVZ6\n", "v9NPsCXPH4g5JtlnsMyLcSPw8QS/S//rvgA8iW1KdRdaHFBERkENtpzG27zb9wB/BxRjyxSf791/\n", "H3YSB1ukrn+tmb/ClnSG+PWJCrGFy8Z7t9/vvTbYSfbb3vVzeZ+PkDgxfBW4I+Z2Nbaa5gEvjjDw\n", "awb27ogC7/SuP4rtgx4GFmPJDSwJHQXGerFuYWAxulbv50psKedp2In7Zaw1MdRnsBlbygQsOSXq\n", "SloJRLB/o5AX3x8lOE5yhFoMkkkOAa941x/ATljzsRPzbu/++4CrY57zqPfzdezEBfHfZi8ALmSg\n", "5vCPxO+Z8XDMcSN5n1jXAf8Zc7sJa8E8j62s2Yft7Nb/+t3AM971Ld5xfVgLoibmdZ4FGoFOL56r\n", "Erx3PZZAXKwVUEPyz6DKu/zWe+79SX6f/tfdjyWxBxlIJpKDVGOQTBLbj+6QuF998P1d3s8+Ev9/\n", "drBFy5Itb9ye5P7hvk+i58dyB90X+/o9MfdHsUTRfz3Zezkk3gSoK+Z6bKyJPoPqs8Qcy8+/jeQI\n", "tRgkk8xiYKP4DwIvYivX1mCbnAB8GOt/92sHMDHmdQuBRTGPOzHHjeR9Yj1H/HLK1dg37msY6Er6\n", "k3N4/d/DupJKsG4oP6ORXJJ/Bk3epb94PdSmMXUMdCXdjP3bSI5SYpBM0X8C+wRWfK7CipxdwC1Y\n", "QXUztsHJd2OeE/t8N8H1buCPsX7//uXA3zboeWDdMyN5n1j/gp3At3jvuRLbD/tzWDfRRqwI3F8H\n", "Gfwag9+v/2c9tgnSJmzDm9eHOD5WD8k/g1uwbq/+Wkai57tYgf7b2L/NXvJ3EyYREcESW75vNpRX\n", "1GIQkbNJ1jISERERERERERERERERERERERERERERGa7/D/zEf6FMqY+LAAAAAElFTkSuQmCC\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = plt.scatter(norm.sf(maxcomb)*N*M, norm.sf(maxcomb_global), alpha=0.1)\n", "plt.plot([0,1],[0,1], c='r')\n", "plt.xlabel('bonferoni combined p')\n", "plt.ylabel('global combined p')" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.10" } }, "nbformat": 4, "nbformat_minor": 0 }