{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "[Oregon Curriculum Network](http://4dsolutions.net/ocn/)\n", "\n", "# The School of Tomorrow\n", "\n", "\n", "\"Barrel\n", "\n", "(scroll down for embedded source code and more remarks about its runtime context)\n", "\n", "[Home Page](School_of_Tomorrow.ipynb)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Scheduling\n", "\n", "The general idea of \"scheduling\" encompasses plenty, from personal time management, to vast parallel processing, in computers and in the large. The trucking industry is all about scheduling. Routes need to be staffed. Routes take time and cover a lot of ground.\n", "\n", "In the [operating system world](https://youtu.be/tc4ROCJYbm0), likewise the world of computers, the goal is to allocate resources to hungry processes, some of which would be all-consuming if allowed to be. Resources include memory, peripherals, execution time. These resources are shared.\n", "\n", "In the personal sphere, when we get \"too addicted\" to some computer game or science fiction novel, we're saying we think we're spending too much time with it, at considerable opportunity cost. \n", "\n", "There's a fine line between an activity hogging all your time and you swilling in a mud you love. When other vital processes don't run fast enough, or not at all, the question arises: where's the bottleneck?" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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YU1k5eTLTYljDoDLa3pThlNO2M6NgqMcuaq3rs7FakAqht1jbQcADPy6PDNSUKpeMQvDcgCIhQwIh54CYkQeUIrmPu15GY0V+TrRWee74dS53P27nNLly5q024IDGamRlERlNRScKWI2uyWiB1GnnnefrlMHFUVUsti3Lns8vxgDA3TEAE3cNvdMQETeMomZG6Ypm6aqSrcWa5kvbqY7PYHRJxLQOvXojJRiueGhJ6tE5X5zQW3utBdvDe6A5j2xuXeGvZPINwkQiQjcQ3Dcgb28Q9iO6u1dmxaZ+JsE5iEUQiR5ZdLLrJRCIJ98Nb43NnvpycibCXb2zSVHuOTyZICtwxvWtHu60COWmd+SqBBtNERFuUUTZnnUjdmMN0XsxOnEDqz1/NIbSROGsd0p3uygAbzMEArbTUxECu3htIlyLMdteH5rQW3utBdvCJugNw90Ny7w02YbSPOYO04KONFhxmTZohtKYBCEDICzFSESXJcs0zXt0Y9HI8UaEIkWTbB5kghEAEZPPDqZ7ycmWSbCXbTW7OZeuk6E6DIka9CU2h0SBqB2hO9ErnxUbWXbu9O/MKuprnfC53c2736tc+L+cu+xHbb3NhfvXVnUmiQeavlg3ZdquDRL0Pge04n7AKVKS9EfQ+B7TifRwpUp1s/bv/mPiq1P1B0BIuiv8/wDb8v8Aco0V/n/t+X+5Ror/AD/2/L/co0V/n/t+X+5V+0f4v+VQ0/w9axo3+E4p7cD6HFpbpE0b/CcU9uB9Di0t1St37Xqb/aFNR9XrPiUUIlFbjWzdHnfyhdz4g/8A5qs1s4nJWabAcXZD6gLCtiPPL3o7xe+LkH+mi4O5L4f/ALUmvYtHB8IxOgL57wNdmqFdyfBX81bcRnNR2ydecFoByEjLmpcVo/nWpt28EANzywmeic0ecNE3QABxg9q7VQF7Ig8reH9Xb/RXhxsh/dIeaXk0lYXj0aUZBHfB4xEjJAuusFRQi5O2Qp76lZpy3dXeEucP7w9yVFRhYbtRsHojuSsq06o06Rl1heKK9OhaXddkJd0NearkQcVG5paYKa9JzjqoREhKBbU2Ko7FSxU3exVM0VOuirSjXBObtK7sSr6t8q6L32YObk10nvE9SwP0K26zUNr1KVYgOewtYTqZBLesdsKQcb0kdw1zClaS9gcPZU4l6g04qiIia5IqXjYCoqovISdmWfIzibkPA8Pdjlqi46ZOA3uo6GtmEbLnXVohZbEkXNFQEzztTLqYxPDXwhy5bqGUSKkc4BsazWuIAohDmmS7VdVNijtFSUFBUXg0dnQZGHx4sx8Y3FJSyVAgNwJDaG8eqzRFyEuMGCrtJLEVBK5beMvekYcMQYxyy+oXvW5ApC9RdLXC/gfS9fTWJGPMY4Jq6Q4jxyU9IsFvWrdYK35bgjtNURTVbblLJM1VVrawu6Pkj82vOkDrUiY8cZsWmCPqQACNiICIjejabGxIhI8k5L8q2ANtdH5JUam8qVD6uU8TPwXlv6b7fZvNbJZGiKg9K7mWtiIPSfBZrrw+Hrd4t1v53ij/ABow+Hrd4t1v53ij/GlwBt3U3axfLny5FhabHY3TUODnD8PIfxeC8m8nPJw2kivXHoaDj8kAFu6m7WjEvOnfYnfmFXRWjE/OH/YnfmFXgTXufVDiZJK9MgNZAXHoj6HwPacT6OFc+F+iWI+wYd/5uujRH0Pge04n0cK5NGl1z8+UOwHTajseOMLWtG75JPG4KJ2m/DV+oIfXPV13wfAHsUAODB9ZfNbNE/597fl/2dY0J84P25P+nP1nRX+e+35f9nWvRctU5MinzmnzfAu7jzXDeA/KQ9YCp2w8NPtGIqgcWHqiPEhIzC71j67Fq0RTPDNWnPDjbRh2QOi67mBD2Jbw/CSt+ilj2GxQLfEY7TDoFcJA400LTrRjsUDExJOsvX7S15bDU4oQhzJkc3XQ7UiKbLQuj3NzboiqdfViteJjPFp0d1orRnGrUprsFdCO64EkO4dyasLrEipntTOnvF+8GmC79YOkTI8YPLmmtwAnT0T3QfBKTGDsgDTSN7jTqOtDe6VroqSidxGqlkpFsVVSvT2FMmL4q2JDJITfHM98hQEEuXdyQATZlyV20Vlec1Zm8e3nPjirW7bEQuZzD2lJ1xQ3nwFp0sy32hvtHdXd557UyXe9atLWDxxYKOLXUDExMLzLND5yEZLd2S9fZXfRSecVI9Y6a8MuzRFxvBc4xAF3W27+qFq/NfOhW+zLPLl255Z1tksC6KgY3CQkJD2xIbS8I+um2vdFNNVxIM5JbgXC3hDKMcWRvqG3cvMucREW+S3iWZFtz2VsiwGmmtUDYi1bbZcRbvjESqq+uq11V7aK3xe5K263e/hsp4rPccXHOc9ePTzSsptkDAadXBJsTCGWmjYBq1oxMTC8yuQxsISMlUtqbOXZ1q2twWkcA0b32mlYAs13WiIFs5ci2gG1duyuw1uIrf8Av6vbrVJfFoDMyEAASMzLmiAjmRL6yU41qjnRJJPPOcO9I6mxpgRA+C5MOwhmOBgw3YJ3XpeZ3XIKFvGqrbkPIi5V4wjBY8S7i7Wq1ll2+6fMut55rllcvJlXPh2kTTrgArUqPrbijnIZsCRal/UizVUKzetNBVU61LKLUtbfsJbUJxxOOceMdxUTd2YLQMO5IE/HIb1zDt5tE5qCe1TwxddnlquNCiCh57M0JNuzOlBzCGSY4sTfUBtEQvO5LSvHfzv5R7dN3pNL4p0s1cfi3M47rVv4uTt/4Pq/wjLZddbntpW8zgeq8S/SMr61XKrKNMANqEYkiPS6HYRdJ4ZqJhe6ZAy1w6RrPSlBcNasaa1e40TZtDmew2FFWiuzzIkUUXaq59fOvaxA1ov29VEFaE8186IxMgtzy2qCLnlnspN8zgeq8S/SMr61HmcD1XiX6RlfWqD9X7x2unHPXXVS+l7I7fklSDFCOANNDYACggGZFag9jcSqv51rnTCWdfxnVjrbbb8z+Znbd4cs64/M4HqvEv0jK+tR5nA9V4l+kZX16BuwSd46Tn6Oc8cUnpYC6MOfySmsMNbr7eqiBNX3L50RiZBbyc8UXPLPZXI1gccHyko1k+RKRHe7tU0sJbL7dollyVz+ZsPVeJfpGV9ejzOB6rxL9IyvrUNcxuVV2Uerpw9bLkggnNo45/JdqYUzag2DaL/GhS4/wi8nNby868s8uTwV2KlNXSbBuLw5TrUvEhNplwwunySHMAIhzG/t0r6QOqGHyzAiQxhyCExVRJDGOZCYkO1CRduadelfRv3SHky6MRrhzPFIH3ZBEQJwXRheFsxmyBluwSK4huM7itFOcaqvIKbM8q1NYHHEZAC1uyM+MDe7aed2fOPc5683LnetXBD0fQmwIpeJXEAEX+cZXOIRIuyrd5mw9V4n+kZX1qVzmhx/WvnXDOP8yADA9EdvyW/EsAjSCAnmryALAW90LQzzt3DS7e7ddTsBoydMgzJ1rUOrmu+0l+5y5Dzz2pku2k7zNh6rxL9Iyvr0eZsPVeJfpGV9ekvsgDevwyw/5JYMzdH11LrmYOy802w6zc02ICCXmOQglgiJiqFsTZy1rxHAY8gm3HmbybHVtle6BCAlnbuGl23btrn8zYeq8T/SMr69Z8zYeq8S/SMr69DajW5VX6/hOuf4tUhaTm0fXUlsStpP0kxAGWDJ0ueJNNAAEZm6YFY00AIqqS73InbVa5PM2HqvE/0jK+vXJM0fNtxiTGdfkOsEZambLedAwNomjQDO7Uu2rmhInWyXZRQpULw9M9kY6YyYk4TCc+rUDIA757tV1aFTAOGw0Nwux2IzEhowMHWnAZAbTA0RbVt2LyL1uvS3SNgcR7XyJUkWmjdBloGWjV2xpi9bnXchQ3VN1eRMkQU5aWahtwG+JbrjnOJxInWDglo+oJSLor/P/b8v9yjRX+f+35f7lGiv8/8Ab8v9yjRX+f8At+X+5Vu0f4v+VRU/w9axo3+E4p7cD6HFpbpE0b/CcU9uB9Di0t1St/7Xqb/aFNR9XrPiVtjc67uRIvg839a2uHFdbqH+L+f6p3Ucnn1harn7vPt52zt12tc1z2P98a11E11y6etWqg/Vtbxk/BQ/h/Hen0Lpjbr9nN1PnVj1vnG7y5+GnBiUs5uNP4ZIK+DaBam0QK4YzTw9VBEc89JV53g5NlaNIPTPB9iD5siu3SR5p2a/GghqcX6kXGyS0LNS0ZDfmS+cZDzP411b37x7HXQJpYECAwz63IDiMVzzGXWuE5O1zdhlzlcmmeGtYJHCVhg8XfN0WCMlJ+5k23XCCx+4eew0uaJnu+FafmEOkbDBnvEbTRkvbUgEiK0dg73aqPJLMiIOs0gcSZDIrGmwLWkMkkJQdtJG91GwkJnn2abNuaSLhxATLRNDaBA0QD3IEA2D7g21mbUkUGXjeMn08weU54K5ZYvujAQPR4c4yxXXzm/Yy/VL/EP61a62Nedue8+dWtKxKmnQtariGnl4GPBNevJhdzq9UV9ovYHCDkvnqlVfScHsJBBkEYEEZEEZELjKHvbvNrDkTuf1q7aKxD5OWEg+jmZzOHRyXojP0r+UTCw7+brbsFoIPN2GJyx+a1sM2fvFXfh8PW7xbrfzvFH+NGHw9bvFuh87xR/jS4A283drhPLPyzpbLp+Y2CN5EEjJg+Liq+zNm2na9odb9oOJkzLs3H4AaBZAbeTZRRRXgr3OqOLjiTiV6C1oaICwRZbxbojvERc0RHsi7kabSoWLF2Q4cJeMJYiYl+cYiF8NfBW7HWSky2IZkQxiYckvgO6UjVPMtAyZcuquduVE5csuSl8Bt3RHIR3RQUtEUHmiI9iKdqrrWmzsDgPTIkfwjKenhw6coiN4SNB3/Jc2IzmojV57AGwREAuJSJRAGmgHaRKuSIKUgaI4mEeMbUkTjOscZkGD4Wfe7sl14XQtzQxRDEVRNqFs7WaxpDh6yGhFoxB1p1p9gzFSDWtFcImI5KoKlwrltTPPrUkzMAkTdaswmGy4u5HYCLe6Ia0wNXjN1BUyzaDIMsskXbmtWbKyiaRFQxJk8RGUDXMz9THV3gfLRphw549QWNFcTEXHwdafjlKkyZMdX2rBeaIRW1Cz2GgCRKJZLltrVh2MgU439W+MaU1Gjx5JtELDroOyF3S5UE9aKCRIiEufgz61wuXJca48UcWmLytiq6pvOm0bN5XompBAdNbUu2ry5JWlnBZZNMQ3nI/FWCj9UDW8YeaiqBsArRJY0WYBcSEvN2Jtq2RRLnE5kAHHACdMMTg3Dn2RAVIAjLLDx4DE4rTiGMgM4H9W+UaOEmO/JFpSYadN2P2XKoCrRIRIioi5eHLbpNiY8Zj6pp+RxN/XyiYaIxZA4z4CJFntPqonaOa25r2kXLuCSxafhtOR+KulI6set4w0zKMzdaRrKx0uqmgmpJsLamyt6YXLjG/xEo6tPkJ/fGsQ47otAyRpYio8Co0C2rbt6+S0gFAEERgCBjmDqcMDBdhyHWEVIMjUE4a8uIwCXYkgHWwcaITAxEwMeaqEmYrWxVrjwPD0iRmGEIiFoEC4k3it5xW9bMrly61dza2kO7dWDUpi+Q2YnA8lfpgmL2HFYatuG6vTqc3m83eESuEffbex8NZeK63nF41tt1a8qQtIEQVM4hoLRjzTdxjE3ReIQKwR8Aldu3XFci1x9Nnu/F8EPq0uTsHB1zWXEJFzreaXY3fBrR5ng74f5h/hXpeztq7Ep2em2pTF4NAdLJMxiZjGSntfTj5LghYs7rAuK8SIRISEeyK3sUSnTSTGwMAISuMrd4RK227xtlKtcv5TWmxWiq02NkAD0obAJ6FHULT6qK5MagpJjPMERILoGFw85M03V8bItuVddFc3TvscHAYjFRFsiCm0/hMuWTAzHGGgYPW3wjeB954QMAO4kTi4ohqqoKlt2Z5VqxaFGiW8YxLEGr87BXEZNxW87IBVVUU665ZJTqypAxFp6PO40EY5YnHBi1omhfZUHTPdF0xQmjvTPJc0UErWs1pqVX3SYABgD0ZPSZA449CqVKIaJiTxOPgvMTA23WxNqdiBgQ3CYYi+QqnikK1t8zaercU/SMj+NcWD4JLEDLjawda68/xRpmM+DOtPOy8wW5bdq27uarlXb0pmfjZ75FB/u6fUdUDiG1sOv4NI7ME1rQRJp+HxKPM4nq3FP0i//GjzNp6txT9Iv/xo6UzPxq98ihf3dHSmZ+NXvkUL+7qLeVffDsd/tTrg92e780eZtPVuKfpF/wDjR5m09W4p+kX/AONHSmZ+NXvkUL+7o6UzPxq98ihf3dLvK3vh2O/2ouD3Z7vzR5m09W4p+kX/AONHmbT1bin6Rf8A40dKZn42e+RQf7qtuij7ptO65xXjalS2NaoACqjDytCpC0iCJZD1koe60Bhe2rMRlOvSBwStY0ugsjs+BKRHSXpRiombrthYo0Jumrp2NG6ACRmqquSDS1pJ6GzfaUn6MdIj6f5qxn2fGP2z1Lmkqf5tm+0pP0Y6s1Wnesw/xT/4pjcj/L+a49ICXiUMQcdavfw5ojaMmjsdcaAxEwVFTNCrf5m09WYp8vf/AI1px5PvbDvbmE/t2q3aZISsMChGF8yC0ZNGbR2OvgBiJgqKmaEqbFqKnvYYxpIlzvgnPDZLiJgD4o8zaerMU+Xv/Wo8zaerMU+Xv/WrPmYZ77P+XzP7yjzMM99n/L5n95TPOD71/wDp/wCSduv4B2/JY8zaerMU+Xv/AFqPM2nqzFPl7/1qz5mGe+z/AJfM/vKPMwz32f8AL5n95R5wfev/ANP/ACRuv4B2/JY8zaerMU+Xv/Wo8zaerMU+Xv8A1qz5mGe+z/l8z+8o8zDPfZ/y+Z/eUecH3r/9P/JG6/gHb8ljzNp6sxT5e/8AWo8zaerMU+Xv/WrPmYZ77P8Al8z+8o8zDPfZ/wAvmf3lHnB96/8A0/8AJG6/gHb8l3YPhoRmyACdK4ydInTV01M7biU12lnb164tFP5/7fl/uVjzMM99n/L5n95ShhOGBGbIGr7SMjIjM3TIytuIjNVUs7R69Q1HsuPxcS6M2xl1lOax0jAADn8kn6N/hOKe3A+hxaW6RNHE++cU9uB9Di0t1BbmO3uWjf7Qn0fV6z4le2CtLe5pXCXklu/+9eTG0iEuxrFbUW/dLdIeaXYkPcl43aWq4BIunqVtgvtua5jnxCjPSD0zwfYg+bIrs0igdL57+NOEJtbjepBLXd9lqNdcW7yjn61Po27S3h3vGHeoIbuXerT+1CCz0cAy44cRMnolZpscXpON6RyOSjWfiwaRikOOJRzaLjRG/kokAITNgiC53KshF9YVqQ8OY1TTTZbdW00BEPZWAI3fq1uEBHmiI+SI10C3bvH70OyL6o1BabWKzRTptusGMEzBOZlT2ayukucZOpyELBpa2I91ve95o/vL+atVZMriuKsVnvMnBWarw44ZDAfXNNeiiivtVfPKK68Ph63eLdD53ij/ABrGFxtaXO3WyG/e3rudb4u7avrElbdBnCPD4ZmRESsApEXOIluUirzDy58tfMaTrNY3frMA53syCcOeHUuw8nfJ/wA5cK1cehmBxj4JZbG3k3aKKK+e3vLyXOMkr1BrQ0QFtIBt96O9dzi7IbfBvfB8NQVwlPEOKzLSId5ndEi9SsVOpW29jzR7q67duu8Xnf0VA3CWv+dpnlM/RWK7ryEY11udPsH+4K1UAvCIy0SBri52sK7urirPGD74fw1/jW0UHc3exP4Q3b36uda5HY+MNxfCKvW9yz2U1Y4wffD+Gv8AGjjB98P4a/xrJedj5Rb3dbo1qo3NP2QhL+hGj03GJYQ4VxGW84ZGYtMtCQoTzxDnaCXCmxFVVJERFVUSrLaJ8BOGRmx46UnEn9243JD7DCF/omGHE3PA4Tnr9rf0Nmig4fgrT5CPGcSEJTp9lqCFeJtXctqMlfl1ieOu3ht4R00fjNaptt2XJv1AO3aoAbtveeEFQiFFIBQEIVJSXalq1y1ttRq1TTogADDDM9fBWWta1t5y143wK4PIbIQjvxDt3XYsuQJD/u3TNovdBarrwsaATdH3x1rxSIjxEMaWF4iSiN2pebzXVPoIkuWaoSIqouwkGZ+A7hlPGJJQcQbjA+YmcZ2MJtNu2JebJtOuGouoAkaEhZKgEmQqiXSdp3o21i+HSoL1tr7ZCB23Ky8O8w+PjA6Il4clTkVais1ofZ6t2oJGs49YKS614lqonxg++H8Nf41aHQfgcwqXheGyXhmE7Jgwn3SGa+Iq6/HadcUREskG4l2daqvS45tOG06NjjThtOh3DoEQOD7hCSVeXgt9A8F/2Zhv0JitLbJ3bGGnhJOSZRAJxTTXgMwbuZ3r8fkfWypn6Z9D31MnMInydYOZDFnGJCfiNyGkHVF2rxJFXLNRTbXTw5cLE7BMYaiReKk0USO+QPsEeZG6+Bb4OAQjk0mWS7F7dSzoFpGGL4dFnNDYL7dxBddq3WzJp0LskvEXQNELJM0FFyTPKsgVa1ICpIIPHHxUsMcS1Ubng9HeNp/WtOtGoOtGRCYGBWkJDnzkWp74DeDHD8XwdqXN40b5OyGyIJbwDaDpCO6JZclInRc4IDOJw5gDaUxh0Xbezdhk0GtLuiVp9kPWaGpP6Fv0uMe2Zf7Yq1rdVa6yNqMABJGXXPeomNF+Ctn+QvBu9zvl8j61Nbhb4J8Mw3BZ0yKMpH2AaICOW8Y3FIaArhJci2EVPPhr4RT0ebhmEVqVxk3gLWOk1ZqhAhttArs7l+DUL6d8OjuK4dKgnAYZGSIjrQlOmQWOg7ugTKIWdmXKnOrNsjaz3NdpI8U+o6m2Rr0Js8CWBtYrjDEOaT5MONSCIW3zbK5pojHeFc+WrCLwF4N3ud8vkfWqDuhh9MkT2CX+xKra4q8rcd8x5wNOmPlCBEP9NT7We6nXuswEDJFJoLcVGE/gDwox6m9iccu6bl3/AAhfbNLfze5UQcK/BFNwVspbMk50ES6o6N4Px7itEn2rlQg5qawV5eURTKnPwYcPkuRPjRsSGK61JcBjWtNEw6y66QgB89QNq8hRUyRUQlXNcrVsXLjg82bToibboG26BbwmBjYYEPXFRJUWomWirZni+ARzSgMeMF8/eMH3w/hr/GjjB98P4a/xrq0iw7ik2ZEuIuLS5Ua4ucXFnjZuXxlszrhQSLdAbiLdER5xEW6Ij4ylsrqxTpFt4NCrQrG8DnBJBxDB4szEONk/J1zm5LeaFGteYMbolltABLPx61cNvBRCw3B35mH8aF1hyOTmslPuiTJuiye6RbuSugWfWQF62dTlo1howYUSKPNixmWLvYGhC73bc861aZ4Rx/Dp0P1TGkMCXcm40QgXuHkvuVxwtZ3978N7LSJy7Fb3YuwqGnJPvh/DL+NW1h8B2Dk22SjOuIAUvv8AkcpCK91VRsu63e68X/8AVTwHRJPA2IjhUYrBtH79dG60bR/m+zOtnatJ3omkAM5jDgq7HMbN5SP/AJC8G73O+XyPrV5DgKwYeRuZ8vkcvwqlFag3hG4dHcKxWZBHDmHhjE0IunKdAj1jDT2ZALKoPnuXKvNrBpPrvMNKsPuNxPgoX0xwNqNpG/hrWtGIM6OxYTpkWqdJi+4y2kS6wtq1YteAnBu9zPl0j61Vsl470z0ganE2LRScQhGTQlrBAtawFokQopc3tJV4lrS2m91NtOMDGPTgo6Qa6VRPhEgjCxafFZI9RGlOtNC4ZGQgC7u8XKSdups4HOCrDcVwODMmjLN90pV6jLeAepTZLLdoCuQ5A0HJ69Q5ww+mDGPb0j51Wd6Gv0sYZ+Xf8ymVZ2iblmY5uBMY9SbTaC+Cok6ITg0ZweNFl4aUkWidJiULj7rtpmN8YxIuYHU3RXrZkHb2xrwdwxm4th0SQTpNPyWmnRF0xIgMt60hLMfXq5nCBo8OK4ZMgnb1dohAi5oPjvx3fevCBe9qn/BG0QaRYU2YkDjeINAYFzgNsyEwLxkIST3tFgrNq2Z94ek0HHXLBLUaA4KyKcBeDd7nfLpH1qqjjyEzLlNA4erakyGguMiKxt0wG4s94rRHbV/Eqgmln4fiHtyX9IOo9iu3rnB8HAZpazQIhKWgWjM3GpYxIRFdbe66Znqo7XNJ10h2+BBTaS7E66pZTRjgLwqM2PG+M4k92Trsh5hvPsrGIzgogeA1NfCtdfQ66KDhuCsOENsnEBCXJLLescHOK12xEGSFbesRuduvXDjwl+Z9hoWWwdmSb9ULtxNNA3bc86IKJGNxCKAhDnvLnuqi1bdaXVa26pAADDDXnPBOa1rW3nLOM8C2DSGyEGH4h22i7FlyBIfDq3TNovfAtVz4WdAZej74i68ciI7dxaWN4iZDvEy6Oa6p9B25ZqhJtRdhIM3cA/C67jb7sOc3GF8WydYdjCYA6AEIuNG244ai6lyEhIWSpdsS3Mljh7xXCjwuZBnTWAkk3rIzQ5uyAlBvRjVpoSNoFMbVJURLSNFXJVpLJWqUawY8SNdesJCGObIVQ+MH3w/hr/GjjB98P4a/xrUlZrrN1T9lV17R4++H8Iq2NuGX8o4PY88+cXNGtFbWHLf+7ve+72/Fo3NP2ULswN4+NxRJxz8JZEt9e/B4asKtV2wVfvuN7ZZ/bBViVry39ITAKlG6ND4hRvK2C8XNK0h7kt74PXH3KzePe/1yrVRXnt5ycK7unpAPwW3XW80RHxucXwizrWO8W8XOLeKsUU0lxzSGsXRey4ZDsC2PDlb2Pi3Xf951royopHAkzCa94cZAhNevUG03xYK64mjd5vOBo2gLe9d1PgrWicRNNCYjcJPxmt7/AE8hpkrfWEyX16UDG3FWRH8XSfpcSvozyy8sRZGustkP6wh0uH4YEx04rynyf2AbQRWrD0JEDjJ8F60XC2Tidu79+NfQ4tY0A9DIXsAV60a/CcU9uB9Di150A9C4XsIV4XbnlzHlxkk0/wCwr0mg0NIA/i8QlyiiisRW0VBfCT6LzPKY+isVOlQXwk+i8zymPorFd7+j79+f/IfEJ7EhKBCN13NtK3uRLeH51elZIi5w3EN113/d1YJ0bfGIQHxdy3e922gXd5su5G351ewqRac69x2CdcBoec4Qtj5RlYP6xV4pR0WX7/g3c3jcW7yeMN02oYaTyQr7RWBaAGw3QARAB7QgNop+Yap/0Xc45OkPFgLIY0OO2XchffI5vZEuvHtZoPgq4y1TDoim8tKcXIuy4jb5A4bD/eI65HZFMPtGPAlWq2ATM4LpTuG45hTusub45FG620rSdG8C5ec1emfr19Alr59YS3dJiiPO43Et8rjAf/qvoKtS7cphtRpGoTaGqpRw8QRj6SYuAjkJPg/76VHYlOF7pun7udWz4LfQPBf9mYd9CYqr3RLknmlnZdiEK71+KMF80hq0PBb6B4L/ALMw36ExS7ScTZqRPD4BFP1z9aquXRY6NSp+kTHFGZLrnS2KAixHdfEi4xM52rTd5w+ty1PnAjo49hWA4dDl2pJbaI5IiqEIOvum+TVw7Cs1lmabFUFVNi07nZQBz3ADduJCMR2d1vLzaZWm3CthWGNndLalvjzYsUwfcv7TpgqhHTrqpqi5ciFsRaD6zq1JtNrcu9PgNN4lRP0Y00Ck4QwhdUaYmumnchJOMDZe6sV34NSF0LfpcY9sy/2xVVfTLSp7GMTlTJBbxW7o3WNBzQaa8UQbFPCpKq7VWrT9C36XGPbMv9sVaVspGnYWtPH81FTMvlIXRaaI4hi8bDAwyMchxp+Qbtlu4BNAI53EnKXzVqtmN8HeMYWLT+IRijsE6LYmdu8ZCZ2Daq7ygBr72r+yJABz3AC7m3kI5+tnUMdFxKA8FhiDgH/nRgtwxLd4liHcrUOzLW4ObTuiJz1UlRgglRZ0MPpkiewS/wBiVWzx38Ek+wPfsiqpnQw+mSJ7BL/YlVupbwtNuOHzQEjLLtANy5e4lG2v3gdA+KSj6qo5wL8HU6bjGHE02/xZiSy/MedZNtpplgxdMdaWwnStsEE25nnyCSpeczt2rsTrqvIidta8tOIYiQlcJCJCo7RUS3hJPAqVA3ROcJzsEXcIjtmyTrCFIlFlvx3UJNVFEVVbStMCMssrCFE23JVq1HWyqABCdhTEqA9L54ysRxCSHncmZLfb8h+Qbo/qlSzwNYTx3HsKYtzHjIPn5EVClkJeKuot99TNiKRNiRc4hu+FvfvVOPQh4VrcTnS15saILQ+yzHd0vgRnU9/XU2qpubMTwbHdCrMEkBTzwsTyi4HizoFYYwZWrPuXTaIGiTxkMhWl/DJSPMtOjzXWwdHyTATH51Rl0VuIanRiUCFaUp2LGb8JE8L1vwWC9zOl3gHxTjejmEuj2MYWPkpFHH+hpF9ZUrjjT/VB/Mq1PpxyVUuF/COJY5i8Yd0eMuuB3IhLEZTQj4og+Ke9qPuIPDvE43aPO5/N/NVg+i7wnVYrDljzZcQmy8Z2G7vF8VJZT3tQm7zS8kq7CzuFazh54fIqq/0SQvogVUa6JCE6elOMEDjYjfFtErrvwCJ4KvKVUt6IL0y4t7LH+hRawdisDqzgeHxViscE0NBWyCbhwmQkXHItxDzfwoC+bX0BWqCaJ+iOH+3In0gKv2tS7eEOYORTaGqo7wxemDGPb0j51Wd6Gz0sYX+Xf8ymVWLhi9MGMe3pHzqs70NnpYwv8u/5lMqXan7pT6vBNpeuevxCkFHEuIbt4RElTroJKSCvuqB/mWq5acaMcQ07wp8ByYxKUzJDuUkCYhMAfGvsdVe3KqT9MdI0w/SPA2jLJrEY02Kfc60XYpxT8rWmTae2FpY4QsBGX0tkCNzuHYlElAv+h1osy0Iu5RlwnMuuscaybNVNAycnNI7ZUx9KeSdSVQzGofGMWksDu6/En2hLuSdlk1d+tV80qjsFf/ErV3N6eBd+kxq9sUxvDyUdfRXeabQBERG0RERFO0I7BT3EqmvRYYgcvSV2MBZDEjRmiLrCJNcY2D2RKcldmzmr2qudVJ+H8f8AxPjRF32KPvRgRCH5xVFshgdXM8CUtbIKPMHxF3DHrwkmFzZiLrTpMODdumFzZ52kBEmxdqZotcb+P60iFrfLnEIbxb3ZFb2+2tfQLRDCIxYdh90aMX3nELNWWl28XDe5KVhwaL6kjfJ2vq1M/alPeE3O/wCSaKAOJVAErNLGnIiOK4mI2iI4hPERHmiPGnbRG3ZbSPXUU3Xmg8VAupwRtLutW1u2+x9lWFLeHuiAd63mldzrf6PfVzqX/fk8381CGXdF429zqchdEARJ9oT5utaEyus3daInvDko7t21FTKpkXDML7+P6Wk/aqhzBxukxhLeEn2RIS5pCTo3CXi1YBcIjepI/wAna+pXm/l1XFOpS9JwwPqmNRmq1dl4jAdaQeleF9/H9LSftVHSvC+/j+lpP2ql3pRG9SRvk7X1KOlEb1JG+TtfUrgvP2+3U7fmoNyfZb2JC6V4X38f0tJ+1UdK8L7+P6Wk/aqXelEb1JG+TtfUo6URvUkb5O19Sjz9vt1O35o3J9lvYkLpXhffx/S0n7VR0rwvv4/paT9qpd6URvUkb5O19SjpRG9SRvk7X1KPP2+3U7fmjc/wt7En6YjbGay3fvyB9MZrL3oq1/s6T9LiVnTb8GD25A+mM0PeirX+zpP0uJUlFxdSDiZJ3n9oTXANdA/h8Ss6M/hOKe3A+hxaTNFcTONCisOwcRvaaQDtjXDcncleldgQpzL8w46QjB91HR170gDG2O0zaQgwSfyWfL2VbrsS71hvymX9npzrrpm6Qbh9YAyGx8SkEjiDjpOZR5of9RxP5J/jo80P+o4n8k/x0XYl3rDflMv7PRdiXesN+Uy/s9R7ml7Lf9adfdxP+lZ80P8AqOJ/JP8AHUPaeyNbiMs9WbVxNbjoWGNrLQ7R22525+sSVMF2Jd6w35TL+z1D+nqu9MZeuFpHbmr0aUza85atsI0El3bc80TbnXZeRNJjbY66APQOTp1Gimokk4k9kJEorajPN3ucJF5Nt13vt38/568uhbb4w3D/AIq9RVteKEdILSHdISEhLuSEt0vcorw+NwkPdCQ/CGmvEghC+gmDzxlRmJIbzb7TT4L4joCY/qlVX+izwpWcaak29Tlw2rS7p2MZNOj7gFFX36VIHQqadBOw0cPdc++YokTCEW87EIs93tk0ZWKnWFW/DlIfCRoPFx2IMaXrAID1jEhq0XWXMsiUbhVCbJNhCqZLs5FQVTjbLV80tPpZYg9Ctn9YzBVD4JcKKbjmFMCN332y657FGLjTvk7jRJ65JV5Kj3gr4KYmAOOvtOOypLg6vjDogOrazEiBpsOZcoiqqqqq2pyJmiqXC5pkGCYY/JIk15iTUNrsjkEOw7e9t88l7Q5cpJm/aNpFrrAMyGASMFxpJVUOGbExl6QYu6m0RlqwK9virTUXPyV1WaVbvgt9A8F/2Xhv0JiqIxXCMScK4icIyuIriLeK0iLssxEVzq9/Bb6B4L/szDfoTFW9rsuUKbeH5BR0fWKrN0YOICzpC0KiPobFLeQfVEwahY8Ude3WhIvG/kx8ouQanPotmhLSBq4RX/NsXeIRL+cTKiRErQ2fZmuotceCjcG3iYWiBG1Q23XFziLuiL/vL3tXC6Fv0uMe2Zf7YqqLVuuhb9LjHtmX+2Ko9tiKAHMeBT6PrJmdGtKRmJg5Fb+EyR3su8gX7tVqhYmLpWjb70R7Gr2cJPB/Dx8I7c8nxGMRm3qDAN5wRQrr2yz2D1suvUU8JnAfhWGYTOmRSma1hrWN3usk3neA7wiyiqNpF10qhs600WNa1xMzwT6tKSXJidDD6ZInsEv9iVWyx78El+wPfsiqpvQw+mSJ7BL/AGJVbLHvwSX7A9+yKo9sfvI6Alo+qUwOhs0m6ZYBFuK52H96H5LQisde35yTY59dQKmZ0ZGh/GokHEh/mbuolCPZxZNuqvLuQkiIp7aLt5oxOhD0k4lizuHmuTUxu1v2VoSejfqFIb8JKNWl0uwUMSgS4bvNksONXdwRDuOj4wHaaeEUqB3/AMa1AnKZ6jmlb6TIVCKtV0JeE6jBXZJc6ZLdIV/0UYRjiPuOhI/PVWZ8Y47jrTw2OsOOtOh3DrRkDoe4YknvavLwY4RxHB8MjENpNRGdaP8ApjDWv/8AFM62duVf1IaNT3D6Cioj0kjcM/B+ekUaNGGaMIWJIySLivGtaQgYANuvbsy1hLnmvrV08D2hR4Bh3EXJozhF911p0Y3FbG3EDqVmudzyMTK65M7+RMtrN4U+G3pLiTsEITUnVAyRmco2iE3Q1tlgslyAQLnn2VdnA/ww9P5rsM4QRSGMb4GEhXb7HWgILSaG3Y5d1+YtYBZW3Mfhz0/9qUPZe59a5ui1wnXYK1JHnQ5bREX+hkiUch9144/waqk7zS8kqvbwlYN0wwfEogjcTsR4WvZhC9j8zoAtURNbh97+7W7sareoOZw+KjrDGV9ESqlvRBemXFvZY/0KLV0iqlvRBemXFvZY/wBCi1R2H+3d0fFPr5JraJ+iOH+3In0gKv2tUE0T9EcP9uRPpAVftak2/wCuzoKShqqO8MXpgxj29I+dVnehs9LGF/l3/MplVi4YvTBjHt6R86rO9DZ6WMM/Lv8AmUypNqfulPq8E2l656/EKLujPkGzL0efbIgJtJ+8POC5yDaY+MJiPwqnfg+0gHFcNhzBt6u0JOiPNB4Nx8B8VHRNE7aZL16gzo0G73MHFeaTWID+vDr30GelRE3Mwp4t5v75YTxhtZlAPi+cGiJ469uqVWz3rGx40nxKeHRUVj0qg+kskmcTmOhzmsQfMfKblkQ/Nq/CVQHTMLpuIj3UuaI+Vrnbam2GJvjkkr6K+mFzQkMMPtFm2+0062XdA6AmBfmJKqj0U2ElH0gcftKyZGjuiXYkbQcUMB8ZBYaVfZU7dSd0KunQTsNDD3XPvmGPUkJd52IRZjl4zRlq1TrDq+2uT/4SNBImPRgYmXgTRKcaQyoi+yS5IVtyKhNkiIhAqKi2ouxRFUrWSr5paPTyxB6OKeRvGYKt/BFwkYrNxbCMPHEHyYJ9lsmbGLSixk1rrXnV1uoYNM888uvVuHDQRIi3RHeJe0g7yrUW8EPAhh+jslyY07IlyyAmm3X7RbjtGqEeqaDZeVoopkqrkOSWoRXd3RDaXBhWCyR1lr8wDjRxz3rTG2Q72xEGiXe6xG2nXqK0FlWqBSy6EjBcaSVUHFJnGH5L/f33nfjXXD/ernrXG87bu7kbvKt3qUcFw45bwtNWkZXWiRg3zd4rblS4kHbkma5CuzJFrsxFNknIBRUaRqvDG5niYHauKjKt8ZwSb3d4RF0S7m8SO3ndlzcs9vJW8o7osxnSbIWyMxB23dK0rSG7utw9i7chXrVJeAzTW03GbomBJ6OK1YVdr2LLbtaxbdcI360bbiHNRG7lVEWpyVzEu9Yb8pl/Z6g2Gdr4EJCFr4FefMC10SvPanU05V2psHlSpfXGD/HeC/AH7ZXnvltRL6lKADgcw46/wqhaX3SMT1R8UqX4l3rDflMv7PRfiXesN+Uy/s9JfTg/x1gvwB+2UdOD/HWC/AH7ZXD+aO9hnZU/JV94OJ7WpUvxLvWG/KZf2ei/Eu9Yb8pl/Z6S+nB/jrBfgD9so6cH+OsF+AP2yjzR3sM7Kn5I3g4ntalS/Eu9Yb8pl/Z6L8S71hvymX9npL6cH+OsF+AP2yjpwf46wX4A/bKPNHewzsqfkjeDie1qUtNlyjBdu/fUD6YzRisNmQ6D6TnY5gBtZx3o43AZgaoutbPrgnJlzaV5ccHhIHAB0CyuB0BMFtXMcxLNFyXbXF5nYPqGF8kj/UqjQtDabAHEggnIA5xx6FNUpkknDTuSf0uH8czflEH7PR0uH8czflEH7PSh5nYPqGF8kj/Uo8zsH1DC+SR/qVJ57T4n/tsTd07h/UUn9Lh/HM35RB+z0dLh/HM35RB+z0oeZ2D6hhfJI/1KPM7B9Qwvkkf6lHntPif+2xG6dw/qKT+lw/jmb8og/Z6iTTluzEZI605FpNdWMgcM+otFvECCJZc3YibBSpr8zsH1DC+SR/qVDHCBHBrE5YNNg0Ak1aAAIAN0doitERREzUiX1yWuz8iLQypbHBpPqH8LRqOCmosIOPiT4pGF3m+LcPwrvrVh07rfFG0f8VeKK9SVpFFFFCFz4Li7uGywNhw2SE9bGdArSA+ytLwXEiouxRLJc0VUqw+iHRGmLYjiUIZBCP4RFMWjPyozm5rLdqkJiirnkIpVepcYXRtP/EJd0JdiVJawXg5hCY+N1Mv4e7nWXa9ntqmYTgSMQYVqsc6JBkW/vLDnVPrFMeBsA8axi9XfJuD10qvXCNprLxqTfIe1rrm6No2tR2uda0HIAJ7qquWakq502kiyj52rAe6Irv1R5350pQgQhZ5u8Rc4y5xeL4o+D+umWXZraZmEEk+sV0AFoiI80RtHyR3anLRvohDgwocMcHaeGJGjRhdLFTaJ3izDbV+q6XlZdq87biyu5VqDlWtSaH4sQ3jCkk3zrxizSC3ur9Rl/TVi3WdlUNDtEjS7Qwnpwr6a9P54TCjDEIYzTBNDIKQPUnXzv1pMtcut5LdlvKudNGuTDGTASF2264uaRFbbukJXIiiSLdsroNwR5xCPlFbVmzsFOmANEh5r3Uu8F/DT0jw5uCOGDK1ZvOa0pxRvPTI8rOKucnbu29pKh4XhLsh+ENJ02I8ThEBNW9jcR3c3xQWorZQFZgaRrKVpMyCrM/dMF+JW/wBKl/0+kTTnh46a4dLglhYR+Mt2a4cQV+zeE7tVxML+blzk51V4KO8POejD/vT+pWyLHe1g9UYIRISK0zIrbt7sO5rOZsxjXB0ZY6/mnF78pUgcGOlnSXEQnCwMom23gFknuLCWtCzz0W3Lcrs+aufg5alWb0SButuNLgrIi4BgRdNjK1DFRut6XJdlnnlmmfbSq9Ym0ZiItEIlddvEQjbaXcovZW1jD9FsVkN6yPEdkN92wzLfD4bTCpU9rsjKlS+4JGl2hXVCmnClw5bJWmw60Ql3JgYutEXioY8njVYJeiZc/EbP6YP/AKbVfMShmN7TouNOW7wGBAYF2JE2SIo723kpFKHIHnOMD78/7qltdibWIdE/XJALhkYUgaZ6RM4lix4gUIY4PusuyYgyta2RBYL4i/qAt1ot5rmC5EZLt5Klz7pk/wARsfpg/wDplVqjoYsmJPMXlzCF0reb2WzP8yLXLqXu/RvjS+pTa9ibUa0OxgRr9cEgLhkfBOXhCxV7GMUnTt1nXu3aq4nbBsG0BPIbxELRuyTOzPJOSuzgo0iewDFGJ1oyrW3hJnWkwLt7RBYTth2c+7O1drSbKQoBCDYiTgEW9daXZEXY8nrUYo2RN7pCJCQkJGVo9kJb1q9iRVZ80bursaQiVYz7pk/xGx+mHP8AplQJiZg68+TTeoacddIGrr9U0ZkTYXZDfYJCOeSZ28iclNrUvd+jfGl9SlNlzqNpOBrLSG6/dut7rlt9yorJZG0S67hISucTmZVjS6Jg/wARs/pg/wDptQ3p/pF03xOViGpGPxkmiJkXdeIE2w0xkLurC/zrPO1Od4KY6QpHfGPhn/d0ow1sbEXSb1m9zS3edu85EX+iksdibReXARhCHFxzKVMIlamTGftu1T7Ltt1t2qdE7bsltztyzyXLw1O33TJ/iNj9MH/0yq7SnRJshFxu60rbjG27xuWk3iMrumvhn/d0+22NtcgkTCRpcPVKeOmOM9MJ8yZq9Vxl83dUJ60Qv3rL7Bvy7dqZ9pKkvg54cSwXDI2HjhbUrUa7qxYiUcj18h2R50MJy23W285c7c9meSQnBOxsRdcbvG66093nF3WS823rVwPsum4VjjFpEVo3ldb5IgtFeytqUmsOkeEIBIOBxUscMPCQWkRQzKEMIogyByGWUq8XyYW7MozVmWq5Mlzu62VNHQTSI8FxiLOaG60riAisF20CB1ojyWy9kiG7Jcl25LllSDhbDoXa0my5tthEXdXc4UrbiLBG3u2iQ7zZFzRIe69dLk99T2WUChu44oxnEqxX3TJ/iNj9MH/0yoIxeVrpMl+23WvvO23XW610jtuyS7K7LPJM/BSXC0UxV5vWMxH32+xdYjy3WyHywjqn9NdAMG11N4SB1sREwISEhK3shNEIfdRKhsVmZScboSuLjmZWrBcYewyWDrLxskJ61h4CtID7IR63ZEiiuaKJ5KioqpVh9EuiOXViOJQheIR/CIjogR+VGd3ULrqqOIiryCKVXmXHF0bTH6wl3Ql2JUlrBeDmEJj43Uy/h7udJa9ntqmYQCRiDCtXjXRHsC396Yc6rnYlKeabFPGsY1in5Nw59tKrzwhaYyscl3y3ta45ukIja0wyJXapoOwDrJtVVU81UlVVVs8VlHzrA8orv1Rzu/OlKmFYfZaIb7jhCNxc4iLdEfFHtJTLLs5lI3ohOAe8gZnQDilzBYDUpt1oXrJhW8UaO0Wnrec1rexdLkFFyTMU2rns9aKEbGIxbmyFwZINmBCQmN5aoxIeXYhFsrVIwCWBWlClDb2QsukN3imAqnuotPvRnQXFtIxafCOwyjFzB4hIMmCfNs7DEkBCN0wTdXIMrr0uRc0S3UOYBkOnXLDwWtYrNv3i+Qy7EuIgQD48OKY+lWElHxOW0DZEL7utjW2lfryuIBt5pC6RBauS7qdZUVccISWvxcPEt2CwN9vNJ50dc+fukY+tbU6QOh2Zjtk7iGNK0IWkpRmWowNb3ZPyTNC3rURbR25VG/CngrOjGKSQ1J4k8bUV2PInFrCBHb2iJ0ByB4kcayRUROTrZLmxpe27ImMOk5T2K3abDZzfNmqXtTIIhoxMcdE1MPwp1ricl1shYdksNgZdlvh2JdiW9kvItq1PKwmu8tfFB/Cq7Cb2IS2ClvOkTj7Q860gudEdzrBl1kRERF61TqOjtu7x7Evlf+CuA8ugN5SvvgwcgeIXMWoskbtumMnPny6EqcRa7y18UH1aOItd5a+KD6tJvmf/ANexL5X/AIKPM/8A69ifyv8AwVwN2n73uKqS72e9KXEWu8tfFB9WjiLXeWvig+rSb5n/APXsS+V/4KPM/wD69ifyv/BRdp+97iiXez3pT4i13pr4oPq0cRa7018UH1aTPM//AK9iXyv/AAV56Qf69iXyv/BShjD/AIp7Cj0vZ71ZDENHoj6dUjMr4wggH70wyIfcWo70z0KKIJPxlJxgd4wXnsj3Wzngnb5U6+aZqktV5Ic027a9n2r5P2W3UyC0B2jgIIPxHJarqYcq70UsaZYVxOY60PMLI2vAB9b1kW5PcpHrw+12Z1nrOpPzaSD1KiRBhFFFFVUiKgvhJ9F5nlMfRWKnSoL4SfReZ5TH0Viu9/R9+/P/AJD4hPYkX51n6lv5rrP+89lAqVrXdXHb5O7+rzq8o1dq7SLeEv1brhHuubsry8FtvO5u72JW/u17CpFl3m7vNu/W/wD8/wDfWrVRnXsAuEi7keb74R/eoQvFFbxY3mxu531iG2tFCEVhVrNKeicUX8Rw9o94HZkRoxLmkByGgMS9cSKmvddBKFZ7gF4L2cNiMTpbIu4k+Au3OihcRBwbgaaFdgPoBb5ptzVRRck2y4lBVRrhy0redx7EW5bhkUaY80w0alay00ZCxqmy2Bm0IHcOVympdeuKAqWyqST9cArTjcGAU39F5hjKYdDliw0MkpwMlIEBF9WSiyz1RGI5kFzYLkq7FGo96GDTHiGMcTdK1jEBBrnboyri4qfvlvay66vD2qY0zTqXPw4IMiSchhp8JLWvInXWjFp1qwHSW7VKLpbhZolg22pmitmS4TLjUkCISbIbiHdIRuuExIdokJ7UXrXKvWreo2Zxshpk6lV78uvBfQnHsNCbFkRXtrUlp1h3yHQICt7RJdmi9ZcqohMwSQ1NPD1G6WMkodnNvka7UiI+KR25L10JKutwXaUDjGFRZiW3mFsgR7CU1uPjb2IqQ3IncmNMvEOD1D00jYnq/vYohyz2bvTCNqogCvazB9l1Muyjkvr5WzrZ5u57X8CesfmrFRt8AhSRorhAYfCiw2uZGYaaEu71YCJGXjEVxL4SWq1dFhpfxrE2MNAs2oY3OjnulLdC8vAVjVgovWU3E7dWP01x4MMgSpjvNYaI0HPK93kaa8o3CAffVQaTNObLky3ivMzMiMuzdM9a+fuqX9dO2TTdUq7w6eKbWdhdCn3oa+DBma301xJkXmrzCDFcTNoyaKx2U6HI6KGJNiBbMwNVRd1UsmKW7E63NFOxTwU1uCKOLWj+CiO7nhsIy8t2O264XumZL7tQF0YWkjzWJRoZuGMXigOgzmWqdNx10XHTHkdJLAFM87bdmVy5167n2uuQTxjkAng3GYBTdw6YYzIwLEzeYadcYiPusGYCRsuiFwm0ZJmBeFMuunXqs3AB6ZcK9lf+iSab+jfCFLajSYYSTKLJYNg4pqpsCJiQ3NAS9RNLs8wyztS5CRMqS4OKHCcB9l42XQ5jrRkBgRCQXAY5KO6RJs7qtmx2dzKD2E5zCruqXnTC+g+dGdVK4AdPJ03SPDoz2JzpDR8bvadlvOtHq8PlGNwOGqFkYiSZ9cUXrVa+UvUz8g/6lrnK9F1J10lWmPvCVox5fvSV7A9+yKqpdCh6YA9oyf7KmMPChiJN5Fi2IkJDaSFOlEKoQ7yKJHkQrT86FRP/ABEPtOV/ZVtUbO6lZ6snMD4quX33BW3zozpK0tcIIE4wIgMYkkgMVUSAhZMhISHahIu1FSqRjwpYn+OMT+XSvr1k2azPrAkHJTVKlzRdnC56PYz/ALQlftSqxXQoxrNH7u/zpTnwRaj/ANhlVUZU45ThvuuE6bpEZumREZmXOIyLaRKXXWri9DhG1WjWHZ9nxtz3rk2SQ/qW1ubVcW2VrejwUNHF0qRUKqC6WYWUfEZ0MB3mpkqM0PkSDaaEfXG3Kr7AWd3i7pevkJf1Ei1VThCwNfN421buycQwt/ymj4sb5fCbkfBqjsatdc/+WexSVhICtPCY1LTbQ81oAAfJbERH5tM3h+i67RzFh7lgHfk0hqR/ZU9XnBHeLZvCPvjIQFPdUhSkXhDh8YwnFGh5zuHzWx8oo7gj/TlWZSqOFVruYPepXZEKiFWH6GzgvZdjhi+JMi+ThL0vjujc0AAVvGjbLYZkYlYioqCgoSZqSKNdlXd97V+NDoox8OgMhzGokVsPJBkBH5tdNtq0up0w1uF7wCrUWglK+VRn0SeGMu4BOfdYaN1gY5MPEAk6yRS2ALVHlcGaESKiLkqKudQl0Wmkzw40UN8i4s0xHNhkl6kYuhcT1nIRq6LoXKn8jl1qY2FcIEsoEnD+MmcWS2IlHdInQBW3QdbWPcubJXBkqDuqhLmirkqZNksbwW1AdQU59XMQkSiiiuvUCKyBW7w7pDzSHnCXdDWKKEAkGQvTEyUBEQT5gFdduyHf1hz3vdqxHQzyzl4NjkHjZNOXkbTt7gnFWbHIOMCTTgEOTzJOZiYb1y3Iq51XA3adug2nz2Cvw5cJvWuNjIYmRSzEJEUnReaRXBFbXLydyPJVFWh5UVRKo8svC7nl3LpbLZLQyi7etN1wBac4IIIkZgESFZrExwo8MYg4tiyYmLJhJJ7jacadNozdYNRgmTtoiQ76dwiqSLUbdE8rGIMYA61eDsuNiBxrxtddjNR2JMcXUJS3jO225c+rF186bOkWkujeJPceKNj7OsuOTg4NJxOQ9vgRAfGhjsiaOuquzapqVqKpITc04xDENIpfTd6yCww41EgxWHiujARiIojjY5EWbokTiZZ3ZIiIKCjalQNHpED6wT7LQqOcN2HGbw4NEiDyTPgTrHGnefq3Act5t1hidt3htqeNF9LIuIDcy5Y4PPZdtbdDxrc8jHxhVU9ZdlQnpho4eHzQjC5e04204Ltm9aREBjYGe8JCSoiZ5pl16SMSilHctO7dLcMmjATEezEHwRfXRU8G3r8zt7ZVHaly86HQS0jhhIIUrtk2OqPN2EisBMmRe7dOhWd1w90Pwho1w90PwhqKdC9I8LkNi3PgxWpI7u5DJ1uRu88BabJQLtivueBzX4N6jD9FS/s9ea2rYxoVCxwfI4MkHoMri7XSrWWoadQAEc+8YZJ4a4e6H4Q17QqaeHs4Q88DQRWLzutE8OeausS4rSdYEdieGnVwG4MEkhYtFGGpM8zAUtHVtTHUQMu5VSAcu0q1FT2TvXNYy9eLmiHNj1pxzOAhQ0qhe4Nwx4GeHLmntoZoUUkUfkqTbS7QAd03R7pS7Btet11TbsTJVkKBo/EYTJuMymXXsQjXyjLMi91aVETKs16/svYFlsNMNa0F2riJJPwHJarWBqzRRWCWtwmE9RXwv28bZ7rUb3k6w7f3qZNLWmuKpLmuuAWYJk00vbALtvrKZGSeBUpFrwLb9oZXt9WozIuw5xhPWqDzLiiiiisVMRUF8JPovM8pj6KxU6VBfCT6LzPKY+isV3v6Pv35/wDIfEJ7EhC9bb4okPwhL94q8uuXW+KNv6xV4yrKjXsKkWK9Adt3jDb+sJfu15yrJDbzt2hC2A9aQf6P9beIv3q1UUUIRXuPKJlxt0CtcacacAu5MDEhL3CHOvFeH27xIe6Eh8m4edSPEghCvtobpA1isKNMjlmD4CRDnvNO8jrJ+OB3Cvk5psVFqPOG7gVi46RTI4sMYnYgkbgXMSxbS1sJGxVAxHIUdFFVEyRUJEG2uvA5woScEeKzfaIk4zCdIhadJN24StVWnctiOIi7Ms0JERKt9wfacw8cYJ2I5vhlr4ztovsKXNvHahAu3IxVRXJUzzRUTi6lKrZKl9v1yKtNeHeic1RzF9F3sMmmxIZOK63cLsc/G5ptFmqEC9YhVRVORa8OAJCQlzSG0vJKridEFoQGK4U66DaccgtG/GNB3zAEvdir3QmAlknWMRXtotPEWumsFrbaad4CDqPrioKjbpUx9B5peseW/hD5bsnfYu5vGWAu3fZY455r3gE69Wqr5+aLPFHxbCnwIgIp0JsiHdtIpQWF+e5PzJX0ErnNr2cU60jVTUThCrd0Y+mFgRsKZLeK2TIEV5xnc1FaL/imqL22lqv0VmxsR7nsu6Lsi90rlp0cNLpP6T4uRkRaiUYjd3VogA+SDIimXk03K6HZlAU6I54qBxkq3vQ16VBiGBxmrh18EAjOh2WqHPiztvLarY25900dLfCzwbwtJIwNSwEX2LyhyxATOOZ23paWx1g7QubXLOwVRRIRJKX6D6WysFm62K6TJiREHZA6yZXE06HI60vIqdsEVFRURUt7wUcLMTG7WDtiTrfwciubetG4iiudns2q2uRIiLzkFSrn7VZqlnqmozjPQp6dQeqVU/hF4NZWByxbkM6q4rmJDVxRZYCQ3WclriDyiqIQ3JmiooqqLJYF0bTG4fKIf1hVFq++mujUfFoT8KWNzbo7D2axh0fO3mi7F0C2p1l2ouaKqLRjGsOOJJkxnvPYz7rDtvNvYMmiIfFVRzRe0SVu7MtotLSCIcM+B5qOo0tKdnQz4e01pThRANpff488y3elszulVKuhM87PyD+aVU56HH00YV+W/wDLZlXGl+dn5B/NKsbbQAtAjgPEqSiZaen8l85msHZtHqZc0f5V769TP0K3piH2nL/sqidnmj5I1LHQremIfacv+yretwAszo4KBhJIVq8ahcYjSWLrNew+1fbdZrWiC+3NM8rs8s0z7aVXEehMa2D06H9Hv/8AU6shicsY7Dr53KDLTrpoPOUWgUytuVEuyHZmqVFodEJhPecR+Ji/aa5WyVazP2fXgCrTy0ese9VKigItiIjaNu6NxFb2XOLaVXl4HmNVo/g491h8Q/jWhd/fqjeVo+SPzRq/2isXUQILXeokVr4DIB+7Wxt136tg5/BQ0M5SfgWJX4pi8bvHS93L2zHMf6eLfq0w9MMCv06wCTbulBlkflQwkZF5V0yOnvUo0Xxq3T7Hoi813DsPIfCcZlg7fgSzX3KkyXhInNiy150ZiW0H5UcMi/oi5e+rEDjRdPFviFL6w6D8UjcJ+IcXjQ7St1uL4I170sVim4nutgafnp0PtXiQFzSFRLySHJah3ooMY4u3gDSFvHjMST67cMx1n5uMCv5qmZaic2GNdxlKDLj1L55PNEFzZc5u4SHxg3SH4Q1c/gH0rDFMFhkhCr8ZpqNJC7eE2gQAdXxXGxQ8+TO5OUVqpWnsbU4tirXN1eITxHyRlO2/nG1a5ODfTaVgcu+K5YYbpAe81IYuuEHQ2XgvgVFFc8lRUzrp9o2c16LXDPPtCqsdcMq3/DDwXQtI2Q14i1MYExizLBMgQtpNOgXnrCqmeWaKi7RVMyzp/pxoBKwWaLUpni7l1wE3cUSU0JWkcdzJPF2ZIqXIhCiqlXA4LeFGJjo6sfvaYI3ORHCuuEeccd3YjwJ19iEnXFEyVVnhH0QYxuA9DkCKESEUZ7LejyEQtW8HX8BInOEiTr1lWK2vs7t3UHo945hWCA8S0qjFFbJUc2nDadGxxpw23A7k2yIDH3FEkrXXXhVVkRu5teH90bve++rfFK0u53S+aX71J+LPcwR7Fve8q4v3fnVHVddaStHZNl39pa05ZnoH5rkkukI7vOLm/Wp/6GLFLCtQ+4DMwXSdaeJojO+4SbtIRVT5tiht6yoi7Kjdw97d7ETL3wiRCPu25e+pxYY+B6hbtw9UW755YVqkQDy3ZbazazP1YHOV3tjabRa3kuIDAAAOOEmOSf8AOeiTeqTWTCW2PVQhvxzIxaHvRHncgiWYolwoOSru7Nc7EQ1cZuOw40wwTL9pPR2hF0x1rRPOybhddUCE9Wi9lzly3c4doti7jwrGwd15oTEmtVEbFghErgJqVkiiVoj1S+7PnZ7Up7T+A/Fpshq0GIkYWkG511CMC3v5Jq647RaFVzTmJ2kSqooOJGGHcrtS02WiQHVBGecx1Sofx2S86+Tkhw9aNlp7okFu+0QavdEd4SRR2LdnmueauPBMZa0jiO4fNIQxBhXUYkbOqG1yHanZEGSkCcormmWW7K7PQ3uukKysVbaabbBsGmI6umIh2RPumCESkpLzERLsk5K84bwN6J4ZJI5mMOyJZmDuoLEmW3bwTIVZjwhF7r58qryUy1bINpYCPRe3FrhmD+R1Cwds7VsFUNLHQ5uRAgjDDPMTmOCq7MbdiSDbduZfYctK0rSA294SEvgqhJypkqctSzoZwuRSYFvEHCB9vdJ0GjdbdHu7WkJQLtpllnydpLEvYVg5Wyo2jL+JPWiAOFhYi8opzeq4wrO7411bHoELG1PCsXwBYRFGJ+MEjiJOakXNUZx34DznF3mzJrNBJMtaG1c1REtuwadvotbaQLw1acQdYMZdSxLXtWz2sNbVYZ4jTjGER0qvmIcI2GHNgujJOxrjOtLisrd1rQgG7q81zLtItSX0MeluHk5Ia4/FF912SrDLrqNPui7MfcSxp20jVQICyRM+2lVo4UdC3sExiZhvVXkaMSju6orpEcwF1o8gHIjQCtLLZcBciU0Xxt54287dIeyErSHe7JF2VRsWwLNY6jSxzpboSD7XIcSpGbCsbnX6bzOeYOYGmB4L6lotZSqG8DvD3iOBOAxJN3E8O3UKO+d0lgOuUN9xc0yHkaNVBbck1ealV3tGMcYxKGxMiHexIabdaJRICsdBDG4CyUCtVNi11TXhyz7XYn2c+liNCveIYzHjpm8+2HgI0uX1gTaS+BEqO9M9NuNIrEW4Gl2G4u6bidpE7AF6+e1eTYmaKyUSs145tXyytNrpmnTaGNOcGSeU8OpZDqxOCKKKK4xQooyorTKkg0NxlaP/AHzRHbUtKk+q4MYCScgBJPUlAlb6grhJ9F5nlM/RWKmuJPad3QK4u5tIfnJUKcJPovM8pn6KxXfeQtnqUNoPZUaWm4cCCDm1PaCDikRzsC7Hc8m7svBdW3sgu77u+RcNtvi1zk3ze6K3d8UvGrOq3iG7miV272Q3XD+ry162nraJDaVo29UD+0/VrxLc3iHe5xc7eL3vi+CtLY3FbWwWudvbw3djzrfdoQtVFFFCEUUUUIWjH8CdAgI2zjuuNNOtE4BCMhlwRNp0e7bUSHIxz7XWyqRuhNclnpG0ANuCLDEgpxdgMc2jABMh2WlJ1FqZ7VaVewLKzmgOFR5ej2CtS4zEpvpXhvUpLLT4fgbPYOoqU48HwiPCb1USNGiN53aqMw0w3d3VjSIl3hrlbXtNr2uYWY4jPDpVhtKYJWzFnRBh8z5gtOkfkiBKX9FfPttN0fJGrWdE1p+1h+GSYLTglLlNE24AldxeKY9VJ3uScDMBFdqoZF1ttVBq3sKmWtc46x8Uys6TCUdGAEp+H3b335CL3wymiEvcIRWr+rVBNFPw/D/bkT6QFX7Wq+3/AFmdBT6Gqo5wwj/4gxjxpzxF4V3R+aIpTVp1cMXo/jHt5751NWuhs37Jn8o8FCc0YngxmwD5sui0ThttSrCs1wiJONCfNvtIVUFXNU2+FPOgqzUxXD2I4kcl2WyMU2hIuqiYmJ7u0LBEjJV2CIEqrkirVq+hVZB3R50HQE2ynShJs0EwIdVG2EJbC92pOwbRuFCIjhQIcQj55xorDBGnaJWgRS92sK2bTaC6mWYgkAz4qVtK8ErFVIeGh0T0hxgg5vHDHZ3YCLR/ridW04TNM2MEhHJeISdUSGLHz3pD2W6OXLqhUhUi6ydtVRFo67NKQRvule466644Zc4zJ1wiMvXLb76mbBpm+5+kR3oru0UgdDj6aMK/Lf8Alsyrjy/Oz8g/6lqnHQ4+mjCvy3/lsyrjy/Oz8g/6lqHbX7wOgeKdR9U9PwXz0Z5o+SNSx0K3piH2nL/sqidnmj5I1LHQremIfacv+yret/7s7oUFPMK0OmnobiPtOX9Hcr50tuyrR6n2PfmPr19LFTPlrn4g13pr4sP4Vy1itjaAIc2Z5wrL6d5fP2EwTxNN9k6QN++MhD5xV9CkHLkqnWkkVD02VpBtEscihaI7tpS2Lv6KuMtXttVL4pniJ7YTKAzVXMUxbivCYLt2QuSmIZeNxnDY0ZtF8CEWfvfBVoqpJw3Tia0nxGS155GxBhwF8dgGBEvc/dq6mHyheZadDmOtg4HkOCJj+qtVdo0rrabuLQlpHEhVe6MfFFXFMPYH+aQzk+s666Y2+Va00vu1aZo8xEu3t/PvVSjoh8R41pHi5XZi1qowdyOoZEHR+NAl98tXI0Xe1sKG4m2+LGPZt57IF/8AmnWuiRQpQNClpn0iqd8PEbVaR4uPdPg58fHYe/fpjYxgpkyw+bbrTbt/FpVhasyAyAwA+aeRCWYZ5py7M0WrE8NfBJimLY67Jgxm9Q6xGufdfaaDWgGqIbc1c2AAbbcqlTgn0EPDcDYw3EOKyCEpBOgIq+wQuvm6I2ugN2QlkuY8tb7Kr20GQ28YAIy05qIMN4qm3A6svzQYQwyJk/xxkxVq4h1TRib7pF2LQs33Z9jmm3PJb9UgQgwTCnCbZXCoDrnOZjDEjPuW9jqWEQ3Mu1ktdrekTZ/g0LEZK+LCdjCvhF3EdS2froVZtqsFW0PBgNHMye5PYWt17FSXTZopGNYuMds3iLEsQIAYAnSISmvkNogKrzaVME4KMbl26rCZQiXZyUCKOXb++SBfzItXEiFLEcomFQ4ba9/lA2Y+NqITDgGvg1qevW0YU524XcSYa8EGEAOhn2zmPPiXr6tOTkrfZ6LQ3gFFA5+Hiq2YP0NuLO28Yk4fFHy3ZLie9BoR/Xpwt9DNhsfquK44/bylqxiwGre5IntYuWXXzSpMxXEcLYljFn4riL8kSaE7pU1lhs3/ADgJa4YLUZpXOsDqJncmzala+D7G8JlzSai4PxN8mpDrUh6NCFyQ3DlJEf6o04biEEgrcnMlXaqU4sLhJGCWjtHcPu03gOOGcnoywTVwTg00Qj7zEI8WItmsAcSxhsvK4qJsh66oiU/MCjBEHVYXoyMQEHcMkw7D2F8FrBuPD7rX56SNJdPZsSbPHVQ+KQH8MbNstck2SziWqAXYxX2Xg6ZpYordqlTNFpAwPS/EDxXCUlSVJpzjsWQ0HUGOPQMTehPkSMRXTccJpxgkaI2wS25TTrrusJwUD9puL7pc4knGMs4JM80r8JXCWeB6hMSkQIDj6GTUePFnYw4423ahlrUWI3H2kKIrmxVzyzyWof0j6JOPvap3HJXOHVk7huFxru2LkNh1/wDM97vXqxnCDwc4Zj+o6axBk6i7VFrXmTFCtUhvYMVUVURXLPreFa0YDwU4FBtWLguHAQ8jhRm3nfjXkI/6ahN6cCtWk2zhsvDienBMbgFODpRhjkyZhJLbJNoRxGXLxdp5BRs0daXEXHEQUUrbU2IodbPJJiw3DmYwWR47EcO4YaBoPgtiiV0MtCAoICIinIIoiInrIlbKcCYxMqAtZeJaIHBFM3S9EZxbAJOS9Ucn4apIPNCVE4/vr1hU8KbH1zSnlTT4Uxyw7jHJxOVAmEXctRprByl+ScYT3acEx+Srx0XM0MO0nwiW+wr7D8F0SQStO9h0wK27YWSSWly2evSBoFGwzFIjoCIGWvkmcdy3Wg07IdNojaLPdsId5M0z2Z50/ejvwA5WHYLLZDWOMTnWN3nauVGN0tvlwwT11Sqlw5rsV4XWXDZfaLdMd0wIecJf1KK7F2oqKlcvtjZDbUTu3ltTAyDwmJHSStSzbPpWhl5jrtQc/EdQUgaXcGXFMRiiN5YbJdtdPeIo4BvutGQ7d5sVsLt7F2omdzeCFY4QhVt9otZvIAmO42m6CWcobOsqJVf+DnSbpvCHjLYg6WYmPYPIJW61oeVBUusvIorypkqu9ttBERHmjza5NvlfarAdxXYHObgTOJjWcln2q21SRTqYlshe6KKK85WYkmfpJGZcIHXSQgy1qi06YM383XOgCg3n4yps2rklKorTQmcYjOSIbUdp7pg7LdYdN2wQ1oXvpJCxVMQu2W53DkmzKnPhUXi7DLF1+qaaazLr6oBDP3bc607XZqVNjXMOfMGRxgZY4Qfgq9Ko5ziD4ZcueGq7Gk7q3m7txWiReMWzsbqQdMv5K3x/mhd5WRXUutL83dK260vJ/opB0yXzq3x/F7ELt3scy21reSUfaVLpP9pWnSi6MpnryPWuDR38IDyT+bUbcJPovM8pj6KxUk6Peft+Sf8AVUO8LePgxjU9om3CICj7wkNu9Cjn/UtelU//AO67/wDH/wAklQel1LVrBtG3urt75o+Kv7qV61g3EW9vCfwiEv1abPmpDvLnwho81Id5c+ENdVeCZdThBa9m5zvGK73vOGm35qQ7y58IaPNSHeXPhDReCW6nBRTf81Id5c+ENHmpDvLnwhovBEFOCim/5qQ7y58IaPNSHeXPhDReCIKf2iPCfiGGjq4U99htC863H2B3t61iQBgGfXUURVpdxbhyxh5shLE3GhIbS1DMVgl8bWg2jgF5JJULScTjnval0C7IgMR/V2p/RWoZ0fshkn4pGH9miL/TWW6wMLpw7EobwJTikzjmyCuIjG7WPmRERGV128RbTMi5VVc8s1pRpuM6SNANoMGI9yNle/NSHeXPhDV+kxtNsBJHBOJiQTBC6JWk0QuCXckBXiXuEOdOpeGXFvxtK+EH1KjF3SVohISZO0hIS3h5pDbXD0wi94f+NL+NQ2mztqkEwlA6U98QxI5bzkl1wnXXyUzMucZ9kReMpVoptxtImgERFl20buyEucV3OJfGrZ5qQ7y58IasshrQOCS6nfo3ptLwp0uJS34pbt2qPcPd3b2izB3K7ZcK5U8neHjGVbt6Y2+OkSCjhf8AAyTPxUTwZVCkzGY7u8bB3d2JCJf4vdzrl46z3Mryb2vqZ1n1rEx7y4x2JQ2MiU7tJ9J5GIPkTr7sp9zdJ10ydIR8YiztaG4shTJE5ETrV7YbsERHsREf8Xu03ImPMtcxgx7reEiLyiJcyrd5qQ7y58IauUKbaYgJLvBOrCMbdw98Jcd4mXW7rHQtuC8CaK27PlAjH31OFeGTFvxrL+EH1Ki+XpAy6Npsu23Xc8R+atcnTCL3h/40v41BXszarrxhKG8yneld+BaRvYY9xmI+cd20m9aFt1p2kQ7yKm22mimlAd5c+ENaJmPMuiImy7uldumI73N7Fas1Gtewt4pLqlX/ACz4t+NZP/C+pR/lnxb8ayf+F9Soh6YRe8P/ABpfxpU0Qix8SxGDBBl0CmSY8YT1pbmtdECPl7ESJfe1n/Z7OA7EsHiVIGAJiuJS+mUKPMlydfreNMMEdsgS56u26sDz27cql7A8A02lbxyXIQ91Mmxx/wCGwDhe4qJUkutuwH8HwHBeJ4ewcSa7rn4r0oRCC7DDUNNNSGs33OOEauma8xdhKWaOBvQh5y7jeOYq8JcrUYomHNJ5LkJgZCeuryrVp9kpPAvaCEBpyE9sD81DT/Q7yJTj8nGMcaQnbifNiORkRENpGT75gIl1+ZT90ZXC4DIMBpBiOK8WbBoY8N4ppNA0IgDSRsHZJwchEUtXNaeLHB1hSEBOwGphgtwPYiTuJviXdC/iJumheFFrh4Z9Gp2IYDLg4JJTD5Z6nUOA4cVNW282brIvsCpR0NoTG4U7LtKtOdSpuABExlKeGOGWHem+6OExHHJYaOCJvuG67iGIhh8C5xxbzddcxd8ZCZltVUbVU7Vduiun/Th52JhmI6No+y3fq4s1zGSBpFELyaYGMNokQitrhImabUzSoDwboSMTkELmK4zDbPsybCViT3x0kmt7w7amXgR6HzD9F5ZzmpMubLJgmBN/VNtNA4Qk7qmmhzuKwEzIiyQdmWa1JgMkCmdSfD5p6vQXidRuVjroO2G6sWG1BjI4wGQuGjbzT0iwSJEuBxMlJEzzppyMZ0fSLNfLjOKjFiszjamOzZnGGJQ5sHFaxNzVGJKlm4iCJbq2rmlOXTPR+Y9iWFz8PWLfFCaxJCUbwIceUjCpZqmyuMTZzRFtTe5aRmuB+OsXDmHpLpFAfeUHWERrjEA5pTGsOlCamjrAKMZM+XNjMbLlp7S3WVVqNqlxDAMNTjOAy7+xd2gGljMjEJ+GMQWICQSMbGzFDNGjBFPUNMoDbSo62qLeqrcqW7FVEPTzSXFQxDGIkQiBuNhizIxsR4xEF0Z8hckHJeuLOTGNsRaaLO/ettuV+wNFIrE+RPa14vycldHjcrixFqmmb+Jo5qVOxoEvUFVNuSpmtLCRgRxXbA1pCLZOWJrFASIhBTyzUEUiVE5M1Xt0l4AyAjzao+nce4zJxGEjGBgq+q/i0tqG+J4s821iJ2susyXXeKvwY0qO9JDDTjNzWkkMuqBIdgpIESXao0/eB/RqTh0vFkdjKyw/Jedju5QEF1opDrrNxMZyDcQHyHJ1bRRvIUTNak2sU51UkRom0NmtpvDy4kjieUKPMf4OTkuzgDENVh+IvtSZ8PioG+bgCyBpHmaxFZBwWGs8wNUyW1Rz2K+jWgUTDpkiZHJ9H5Jyjfud6kaSXuMWE0goio2ZHYXORDJFJUyRHYiUUy8eKsiyUg6/dE5znHRwSRJ0ahOywmuwozksBEW5LjIOPAgKRBYZIqgqKRZKmS7y0qg2iciInKWztryr7te6zTVOGgZIooozoTliuPEMSZj7X5DLPN89dBvnONtDz1TlcdaH13RTlVKScY02wyJmMnEoTJJygUlpD+AhXf0UxNLtGw0r4niGFYkYtxyJGiNl1hq9nN4CZXUNvuNnJGIpGjtiJFFW0Q0uRzW+1gFWqV8CKcOdwkKXUpO0lw0ZsKXFPmyYz7Bes+0TS/Orow+NqWmmhIyFpsG0J1w3nSFsRG5x11VN1xctpEqqq5qqqq1001TxIxUTcIZliehrcohVHUiwZyoSbzZtq04+JdohBXhX3arDjGgQ4pCalRbQfGZLGRbu62Nxt+4/Gdb63bQlReRMrdYNh/GsJxnDLt4H8Yh+QEsnZMUfex5kf8yVXPgExApWFgJjk6Lr2tAt20zeNVuEto5KSpXG+VlWrY4tVI4ggdXpZ9qibUqUqjXsOMEdsJW4P8GRhoTtt3RBoe0A7o06azq7RG223xfFrFeR2uu6tUL3ZlV3zOKKKKKqpiRMY9EcM/Lvo415my5Lss40ZxhkWGmnXXXWlfI1fU0BoAExRARGiUiVV5URE7frGfRHDPy76ONc2mUECchuiTrTpyWY5PMOmw6Ud0jU2lIFTMbhzTPPJc8uVa27OGE0w7VhiRIBvHQ56+KqPmHEcRrGg1Slo3POQ0ROiIutuvMO2XE0TrDhNkbV22wrc0z5M8utXRiMEXhEVuG3mkPY17w2EEdoGmWxAG+ag3du4lIi2kSkRKqrtVVVa31TFqNG0b2gS0gy3krVO80Cc0n4dhAMldcRFzRu7Gq1cN0J0sfxIhZdISOLkQtGQl94RE3SFMuUVSrTUh4lpBqXHep3tR7eOO620mdY0DgWNWKr2YGC7FTLOt/Y/lDaqdrdaHjeOLbuJiBII0jPADUlOdXuek5VD6Xvd4f+Id/hR0ve7w/8Q7/CreYnjrrT7rQRtaDDDT8h7jFhA0au3KjWrXWkKMGuWaZ8mysycbdV9pqNG4xfGCTeUjUWtKdnNJsri6/KldQPLK0EA7gYifXGUTjhh1pPPG/U/kqhdL3u8P8AxDv1aOl73eH/AIh36tW6xHSA2n5ACxe1FaaflSOMWEDTutIlBjVqrpCDRrkhJnsTZnXTiGMKJAEdnXGTSPqJO6gQj3W33WFcWeyzZ69J987Rh+oGOPrjhOOGGBGaXztuP1/7VPOl73eH/iHf4UdL3u8P/EO/wq3WJ6QmDUN2NH40EomhAjkcXISfG5q4SbLlS7NdmWXhrpmYwTTr7Wrz1ENJmd/Lmbwaq3LZ5zztvLybNp986+H6ga/jE4GDhEjEpPO2/XaqedL3u8P/ABDv1aOl73eH/iHfq1b+DpALxxxC1RfiuSbwcExBWlZQ2d1NpIrqoq5pkoKmW3Z0YJiRyR1uqsYMQOO5rryeA7luNqxFZLLJclVed4KR/lrXYCXUAI/j5kcOR7E5tqa7AKnHS97vD/xDv1aOl73eH/iHfq1c/FJ4x2TddUrG7brfGIQH+khridxR5pgXZEbVFr2gdBJGtBlkzFDkm6LaIgNhmZZoiIgLmqctMp+XFV4BFAYmB6eZ5YfUpXWgDA9Kp70ve7w/8Q79Wjpe93h/4h36tXGXFurk0I3gDBvuvAdwtqigQsqIpkJk2d6ZqiqKZoioudeMOxJ55o3UYS1QE4f3x+EgaEoEfU/vbNLFyW7K9e1td99qwEmgNM3xnlp9DHJN86EwqedL3u8P/EO/Vo6Xvd4f+Id/hVtGtJXCw8pixLd9oGmeM3a2+QEa5XdWlmRmWy1eZ4dnVMxw47cc5bIR9bJFg7pIkDKE066jpOqAoXnWVuzn8uzbJ98bRP7ATJHrjMCT2fJILY3PlOuvUqg9L3u8P/EO/Vo6Xvd4f+Id+rVw1xwOMyGuUY8dH3TE7yFc3RJpQHkMUaQtq576bE6+/B5zjwq4bWqArSYXXa0nWjS4TUbB1ZW2raufLy7Kif5b12NvOoYYfi45aJRaQTA+oVNel73eH/iHfq0dL3u8P/EO/Vq7F1F1Vv8AqE73P9XyUm9KpP0ve7w/8Q79Wjpe93h/4h36tXYuouo/6hO9z/V8kb0qk/S97vD/AMQ79Wjpe93h/wCId+rV2LqLqP8AqE73P9XyRvSqT9L3u8P/ABDv1aOl73eH/iHfq1di6i6j/qE73P8AV8kb0qk/S97vD/xDv1aWNBieiYrhkkWXx1GIQnSImnRGxuU0R3FbujZdmvaq4F1eXF3aVv6QXT+x/q+SN6pD08FY+I6OSkIUEMSdjO+MxOw+U0IovW++RiL7z1qkeoe4acXMNH4c5GTdaYk4RMkG0XVY/FZsWRrdX/KsLYbZ5bRR3PJUQspVwie1KYafjug8y6CG060SGBgSZiQkOxUr0ulWbUY0jhPUcQrgpuAvxgcjz4Luooop6VFFFFCFis1hVpMmY5FYcbaelxmnXTFtppx5oHHXHCyBtsCLMzVdiIiZrSgSmucG5lKSVlKZOmvCbh2EPaiWb2utQtUEZ8s0JLktdUUbLZ1kLZ18qStC+GPD8TlcWQXohlajCykaFHiLsBIDJBcz5BVd7rZrspwY6JVR+0LOyoKbngO4KSqF2Uf1VDvDpgM5iHIxCPjOJWg6JHEFwGWgYedFu1pYgNlk3ei5uKeYiua57aRokwn2uuaFM1A29AkgGMFMWdNLFOEnCI2aOYnFUkzQgYPjJioraokMe9RJF2ZLSdwJYExHwuJLASOVMjMOS5Lpm6+6ZDeQK4arkAmRIgpknu5rTc6JLRmOWFpMaYaadjPs3uttAJGy+epJs1REVR1jjZbeRR8K04NF6CqlqtdZtkNemBIbegyRGekaJy6NcJ0bE5XFsOiT5Yoo66ULINRWALPI3TfcEttq5CgqS2rki5Vv4RsSxmM2bmEwYUsAbRVRx55ZRHcV6BFEAAwQLV2O3EqqiDsTOPehQl7MUY7lYro+G5Hmy/Nqg+FU70VBddgmbNrvtlkFRxgunLCMYwVUHeF/FZL4DIncSY1rYyeJRm0dbaR0Rfs4wDhi6IX7ueeY5ZdarI4HAjO4cLCOliMR9oxJyU9xzjbUi5XNa4ex1tUcUbeRByFERERKYHDPwShiKHMw4Qanc51rYDU7yi5GpSdZzkLkLrEEJaMacYjgjU2G0RAJi6BMPIYnDkEJCrjIl5y8hcoqmSrkqpntp+DxwKxW2utsus5tqlzXeq7Pq4DmnngWhcHGtK5QwojDOEYdYMkGA1bEl9q4EaRsd3Vk8DuaIlpBHXvmdWUaBBFEFMhFMkRORETrJTD4BMHixMDi8UdCRrx18mQC3XyTQUcHkRRRu0W0FURURramedSBUbzjC6DZlAMp38Jd6RjLHQcgs0UUUxaSaeArqsaxhhBy17WG4hn2JG62/h5++QMMYz8sar1ozhSYfiONRk3SbxPEDH2J2UbzH/CdCrDYuqtY5hh7NXJi4jFPtk8BRZcb4LTM/wCFUPcI8fi+lMzsUlsRZI+N1Li5f0xirk/LSmX7PkaEHxVaoMOg/NeiMi51YoorxUkk4quSSZKKzWKbJaTO2ca4p94XfhGu6vqbrOM8Xs86z25XXW7cutVihZn1fV8QMTkBOZPBRPqNZmuvGfRHDPy76ONZ0q/mHt+J+/WMZ9EcM/Lvo41nSr+Ye34n79XqP7Sj/KfFyhdk/pHwS1RRRWQc1aRTSx7DHj6YsABH0x1WqeHziPqmGGS4yXODNWlysE9hJyciO2irVltJoOvAfQII7wEypTDxB+sITekYML2JOuvNnYLEXVEjjoApg7IIwMQNEcFEIMxNFTJfCtc2kMG6e04cSU80MZAEop6qx3jF2/a63mCB1tqcmynVRVhu0XhwPAXczwjCMlGbO2I5ymljWCm6/iL6NmRjFj8SUTMQOQASlyVoVQHhQ9TuuCQ7csslWtuI4LxmSBPA7aMC3MHHWPvjW52LqDG7d22rsp0UUo2pUERoIHLAD4T0kpDZ2mZ6e8n4psMwHRg4QCgV7DsAnw7JoWmyQ1L1lrfikN0pMsxbJRPC0YBe29rZa2D42Rh+enBRSfaT5mBr3mfgl3AiPrAQmrheDK1JhmLRB/m42nyzKwHvvURCzO0CWw1W1NqoqrmteNHsLcB2HmDrXE4/F5BkZamT1KxpYwCaoYiYmqkYtlkY8vIjtopztqVHNIIzEePwPgkFmaI7fD8lz4mWTRkTRyN3zkBAjPeHYgmojs5dqpza5NH2DRi14SsIi1TTu02oxIggzIIs73UHNCVSPPuipToqm20RTuRrMqUs9KUj6Lx1ZiWutlffJIhtQjMeMPq0njdRsREVdiZJsyo0aA7n11Zx2DICYjvZa1tzN1ZBLapILRXN2ihqgoCoiCmxViinutZdfw9Yz0Yzh9ZJBSAjkmc/hjnSMWCZNXbmyJkN11RTEQdK3amRasSXlT166XIF7UAWo0gGwni661KXWugGplIRne45cF5hkly85NiU6KKsDabwCIzLnZnNwju0TPNx3Adib8TDeLzHiBpVY4kyA9mThg7IIwInVzddUCDaa7c0zWunRpsx1pK2bLBEJMR3stezztffkpIgke8KIZIg5IiCiW0r0LUVW2uqNIIzjHo+PNK2kARHPvRRRRVBTIooooQiiiihCKKKKEIrkYnAbzrXZNGAl79kHh/oP9WuuoqwTG//ABBiY3dTKS1191OKgUQy+bn6yVp7PsJtDahH4Wz1yPhKu2Wymsyo4fhAPeB4KzWEwhxDR1+IW3WsTYpD5YugI/BIKqrwM8JcvCWJkMHCJsmimQ2iutamwVSa40nXBl9ph1sx8K5ZKZZ+NLOFXEZDbsTD5LsLD1cUuoKrT8m60b3Hx6oAKIZ2CopkS3XdZn6KM2z4d5ADevAXTIrRFoysdIiLLsCL4Ve27Os1r80pXqbgQ0AmOQXVbMoUKNJzLQ9skD0ZEgjESdCvoBwf6Us4xAYmxl3HRQsuyAuyA+0YlmKp2xWlie8TTTpi2bxA2Ziy3ZrHSEVJGm7yQbyytS5UTNUzVKqP0IunBYfPcwiU5k1JItVcW6EpvddAfFJBuTLrgfXKrgpWlRqX2g9qyNpWM2asWaZg8QclX3TLogJUJ84y4E5FfbFCUZ8i0xE0zEtUwCiaL2xcVOVM9i0/eBvFMWxOO1ieIyIbcaQ2fFoMWKYkKazJt92S48S3KIH1NEVMjRVXPYkW9GPhVsvCpgj561IjOn7AYOsD/wAeR+ZakjoYJ+v0cijdcUd2UwXgtkG6A+4063/RVs+quRstaqbc+jUcSAJGnDOM079MtE42LADcvjNoKpCjEuVFEiIcuqjGcFHcushoqJ7tQ1wBaMR4WkONxXmwefgq3xNx0AJ0GtY4uuTdyF0mnIuZplyrlki1YWoXeXiPCCHWHE8O3u0rgAX61uHB+dO3TW5EK3bqTRUp1YEhwE8iCPGFJ2meBt4jAkxXmwcR1oxC8RKxy1dU6OfNMDyJCTaipsqncPRaS9hpYk03ro7TptSrLidjEANO3vNZZ6pRdFbhzt23WomdXeWoc4CfvXF9J8OLLIJnGGg/0bxvJyexJG+FTmGASFS2xs+naatO9hMiRoYkeCaPBLwyuRbIuKkb8bdFqXtN5gexR/rvNeNtNPG605aTxm8TwuU0yYuhKiPC042QmJa1okacAkzRdqoqLUY8KnAoD98vBxBl/aTsHNAYeXnKscl2R3V5Ldja7OZtVY00B06mYA+TKiasIZJKw9+8CA+yVq9M473IuWWRddOQkeAH4jNZrbbX2cdxawXUzgH54c/qVNvQ3YikjAI43XFHdkMl8ar4J7jTzdObhRw7jWC4m0g3EsV8gHtutArjX64BUb9DHioG5jTDQqDPGAlRmytQ0bfJ0LVEVVEUQZYRclVM15amt4bhVF5FRc6Y/B63NmuFosDQDIulvZIVYehrxHVY4gXbsqK+2Kd0YK2+K+HIGnfhLVoap1oY70qx+KKlsiYiUQyLrBrnITpl6wGa1cRC2UVc5Wd5K1P/AI7qRza4j665XPiEsGGXHniEG2mzccMuaAAKkZL4qIirVdImhEjS4cUxjWcVN1+zC2zEUadajJqiSQoopbUEAvFdhg4uRJklODol9NQRsMHjvIJvG2U9xMyFhjMSBo7NtxLa4optsBEVMnEqUeD+RBWCyzhchiRHiCEfNh1t60gAVydIFXqpCQkue1VPPr0sFrZ4q5XbSt9oNFxBa0Yji4/kO9Va0M0sxDRee60bTg2uZTsPfK0T5u+BDmiHZkoujmJJlzhyq1WhWlMXF4gSoTl4FsMC3XWXMkUmXg7BxLk7aKmSoqoqKsb9EDo27ixNMQsHkPzGtUQ4jdGYjAyZFrI6uuuoT3bsyyFVRUXPNFa/B/wR4/AfGTHnw8OUhtcS92URp3D0fVo0Ypty31VLlyVFoJa4Y5qlY2Wqw1zRY0updkdBOasfWFrkwpt0GGhkuA8+LYC8600rLbjqCl5g0pkrYqW225cu3XWtQrqgmrwhoIdLJS/zTFYX/wDfU8IX3ETEc18A1HPRDxdVieDyk/lAkRjXyCBxtP8Aiu/mqTuEmObuEYiLSXOjFfdjp/rDAK9H/wCM2FMfohRGRg0OYG8LUqI+hf6KQBM/mVX26ydvUN7YajeXhioXjNM4azWqIdzYl4o1tr5/cIKqIpnLgpcZ6XcZd4jqOMcXyauy4xlxTX5XcXu63Llu55U8aRP/AKr+Qf8Am60LBVcy/HCesZHpE4FV6zA6J4x2rGNeiOGfl30ca6dJYJvNBqSHWsOtSWkPmGbV3UjLlESQiTNOTYtc+M+iOGfl30cazOxh3XmxEiFKJgQJ9SeBgAUxvBoCNFvdUN7LYiIo5qmdSsa87tzMw0nGAPWOZMDWOtIS30g7U9eQ4LswPEwlN3iJASEoOsnz2Xh57Rj3SdvkVMlTlronTG47ZG84DQDzjNRER7neXsl7VNjEJI6kMWiXAtoBKZNLeMNC7qSaeEc7JDZ5oJpnlkqbRVK79LmiEosnVcYCGbrrrI5XWEyYa4BNUFTb5yIq9kuW3Kh1jYag0BJEahwzbJ6oPPpCTfENOpEY8QdfzCVsNxBqQ3fHdB4ObcCoQ59yVvNLwL4K6KauFzBByZiLzZRIz4RhADyJ95RvteJppS3z1oAIoqkqAmeWyljC8aakOE1a+y6IiZMyGiYdVoit1oiXKGexVRdi7FyqG02JzCSwEtETrBgSJGGEwU6nWBAnP68UpUUVtbyt7Hsruddd2Nv/AH286oNbKt02XjErVRRRTUxFFbX7ext527bdzfG8b/3rixV4m2HzTnA06Y+uAEQ/rDUopkuDQlqtuHOehdFFN6AxPcaad6YMpeAHl0uutvATtu40l2V2WeSVv4hP/GUf9Hf/ACqsusjWmDUb/V/tUAqEibp7vzS1RSLxCf8AjKP+jv8A5VHEJ/4yj/o7/wCVSeas943+r/al3h9k935paopF4hP/ABlH/R3/AMqjiE/8ZR/0d/8AKo81Z7xv9X+1JvT7J7vzS1QlRXoNo9iLOKa2QhoNzvGHiduGQhISCl2fVczJFTZsyz2ZZVt4TsAnSpoHHA3WrA1FhoOpMedzlSwlXev9bbs2aH2VS3wpb1sXZvadGfxyVXzx+7LrhmYj45KT6KZ+n+Gy3sLaaYInXR1PGhArSeQWiR3K7LMdZaVvXy8GVY4OMMlx8OdakXNOER8XA1uJlCBEG7lsG/Mrett2bar+Ys3G93gm9EfHjzyyUu/dvLl0xEz8E8aKi3g3wDEI+Ik7IQ227XeMEZiXGCISs3s11hX2ld2hXbtyXHCDo/iEjE9bHEzb6lxd0DtGPaAoW9mmrK+4s+vd7iWPsmlv91vWxdvXtOjPrzyUXnj93fuGZiPjkpTopm8KGFy5MJoI9zpCYlJAFtJ0bMs7dl4oe23xkXLZs96F4ZMZwl1h0iakkMjitxb0dCayYEiHO3JzMuvkhp2sqriwMNEVN4JLoj4/HLJTb918sumImfgnfRUZ8FmAzost05AGy0QGJoZoWtdJRtIRFVvVN5b/AF0z3q5tL9HsRdxbWsiajeBR5AmggyGQ+Hct3s0y3tq5LnVj7Kpb40t62A2b2nRn8ctFD54+4H3DMxGvTkpVopk8LWFy5TDAxRJ0BM9eyBbx3Wao7ezEbT2da9F8KdOA4ZMDBVYNwglE08LVx77V11ga3PdK3Yi57tycltVxYWbltXeCS6I4cz45ZKXzh18sumAJnjyTtqr44iayJL4fy5SCIt0d2Q7eQ+V/32qljgswGZHOXxptxlhxogICJLjeJR3xHNd4QvS/x05esxNMNFSiS5QtRnUiNarVOkJkFhg1uo6SZGSGdq5Lns28ld/5D0LJR2g6hUcHTdIygkaHE6kYYrd2NbCbHWgXXEDB3sjOMsSSkBXLecJfql/+c/6K1k773neWVpW7o/8A7X1q7GzaFk2yYEiIhtdvdEmhEhuEQFbSzty5OyX3OmA3K1DjYRnRadcEjtj3ERDzeqiCratorlnyj6+fuz6xbhgMYxMSMJIzWWXx8yk/DG3RkxiZLUu69jVu3kWqd1o2GWzmiVqrlnsz5a+hHB9iZyoLJPDa6IoDmV1hEI7VbItqpVNeDnRAZDx8fjOiI6pxoSJ1giLfH+TUTEU3e11u1V09EMPONEaaMhUk25j2i25VydsuG0vLIjAYZE5nktnz1tazsYCSWkgk45xAB4AaKNOi5w7W4E2/6lmx3CXxHkci5fDfa+ClInQbYlnGxWL3t9mSn5S0TRfRE/PUucJGjnTbCZ0HMUJ9lUaI9og+Co4wZdfIXgBfe1Uvgz0pkaLYwfG4zo2isefEVMnbMxUXGrlQTITBCEs7TElyXIkKkaJELlbefNrcyufVIglXXSoX4cz1GkOiL7ewymGwXhbckQWv6pDqe+pWf4ecDRnWJKeMsvOBiSRdz7m4wEEXw35eGmzofGm6VY3FxqXGOFhUDew5p3nyD5QcHu9+1wnE3OptgKnkZUgBbiVdtdoZaGinSMuJBwxgAgkngp3qGCcHD9P9uxMUgD4BQ7Mku62arhmSeF3w1Mci6wrLb7Ssuztuy3bsttueWeVRFi/BBLxSaM/FcZyfAWxaTDInFOLi0RGGofeecJCRwjK5UUkUuXkyRpGMqW306jgzdtkhwOYAwz7Qpjzpj8JfBxExtu4/veYI2tTWwEjROcjbybNczd2Kqipmtqjmubg0WwXiEfVcbmTN5T1055H3t5BS2+0UEEt2CiIiZr26V0poMHBW6lFtencqtBBzGarzwM4DMwTSNYs1hwRfiyG23gQjjPWE08jgO5Zc1oktLIkvTNEzTOdseffbjuHEYCS+NurZN7i4HmSCWbqgViCKkXIuduSctKGVZWlLiTJVexWBlkpGkwmJJHKVXleA7EJz78idNhRTkOuvmkcHpWRvmpmIoeqQRS7JN4uRNq1L+imjj0RlxqTikzEbwEBV/VNakRExVWjYBHdYV20icJdwVTJc1Vz0UF5OaSy7MoWZxdTGJzJJM98Jl4ZwXYNH5uFxnVzUr5QlNNSLeUr5hGtyrtzp2Q4jbI2MtNtB3DYCA/BFESueZjEdnLWvtBmLxCl6XKMfz+0U2rZyLlyLs5a2QZmu3gBxAtbIHTERR1DFV3RVbxUeuhCPOTLPbSc1bp06bPVAHQIXbRUTaedEFgGDyH4kiW8/KYIgdjw4r76g6PK2T9qMi4i7FRT2LsXLJajLGujFihvRMDluBcOZS5ceMVme9aDKPJrMuRFJEz5VSiFISArTViuXDZaPMMvIJgjrQOoBja4COAh2mPYml2Sp264Ma0ngwsuOT4cVS3RF+Q00Zr2gAyRTLwIi0kILgErkmaZLUVzoXGNC5EYczKHEkRd7nE7gUhyPt8ZTg/007F03ZO7ikTE5xJzdRh8hps/Y5U4WWD9xym/iGIHheBY7Nnx1jAZzpLEMzZdfFJTYoLDuoMm1fdlq6qCBknVhS7POorQ0Gk4HIg+CjJBOHAqLNGX74zReKNKdNLgvmC9AAgITHuh+b4CTtLtp2pXzxbqe7rOadCVSRSJ/9W/IP/N0t0if/VvyD/zdLYvx/wApUdbTpCMZ9EcM/Lvo41x6QxnWZLTsR/UlNfajviTQvhmMd9QkAhKlrog1ZlnkqW5pu7ezGfRHDPy76ONGlPPw3/aLX0WXV6zvILBxY6ZEjNxyPMAqB7ZvfzD4Lj0kw9IuDusAREIWbxrcZmcoDMzLuiMiJfXpbx/8ElewSP2R0nae+h0n/dfSGqUcf/BJXsEj9kdQh5eKbnZmoT/apCAC4D2R8UmHh5yMPhC0QA60MN9hTQiaJxgAIUdt22LvJmm1M805K06NK5NNqe8LTQow60wy0amW+6mtddMkHsmURBRO2qrSzgH4JF9gj/sgpP0D9Do3+9+kO1K+u4U6g4OgHUB0z2wFGGAub0T2RHilyiiisVW17aC7uubdaPOLyf6/e1hwbSt9b5ueXlJyV5op8iIUl4XYjHiiuLHvwSV7Xf8A2R121xY9+CSva7/7I6ks37VvSPFQv9U9CMB/BIvtdj9kFdtcWAfgkX2sx+yCpiwTQCMDQ8ZEnnSHfXWGACuXNAQJMxTtrnnlns5K2bBsO0bSr1BRgXTiSYGJMaJ9Fhc0RwCiqkF3GZJSZDUeEDwxiaEjObqM1dZB7maguS/LlXm1ImnmjaYe4CtkqsO3W57xASZZhn10tXNF5d1c+TNY+wH8Nxb2aJ9Aj1C+wusdSrTrtBc0DCTGJbjgRoVFXDgQ2Yx+BWOPz/xaz+k//i0cfn/i2P8ApH/4tYHS2EXNcdLl3hhziHd3StIWFQttZ81UTvj3yGf/AHFNFKp/9fuf/uUV5vt94/JMjQfGsTdxSyQTpDcfGmjC0GUFCtyHLJrI7UTLl8OdbOE7GcQjz2245vtNWBqNUlwvO7b7ti607tli57ETZtzV6eayJ3yR8hn/ANxXDMxdqXLw4Y+tIgkGZ5xpLQiHFJAXXOtinKaJy9lWmys41966hADSIjDAEzlHLoVR1Ebu6KhJJznHPJaeEDEJjGFtOsCTT5anjRNJcTIk0Su5ctoo5aN3WT186xwb4hLfw51yRcbgkfFSdS0nUsFRuLZeN+y719uynHj34JK9ryP2R0YD+CRfa8f9kFZ/nLPNIuCb+evGPhnkrG5dvpvGLuSjvg3xrEXsRJuQT7rVrvGBdC0WSEcwtHJNUd+Q2plsVdmzZ54QcbxFnE9XHJ0G9zioAFwvbgkdw5LrivzFUXktT11fGjv4TintwPocWs4wv3/hn5d9HGrptjPOid22LmWnq3uHV0Kv5u7dReM3s+uEj8KOIS48JpyLc1cacZNreJpLLrbttgKfZbOaiZ7dvvQqfMdwl110SOSIyOK3jvPILQqwqjsuzczHPZmiJ286W9LvQ+f7Tl/Rzrtw3zlr2Jr5g1S85aLI0XBN/PXDGO+OhWNyTWJvHLJR1wWYxOkS3W5BuutCB63Wp506KjaI7EsJd5LUy2Zrlsrm0vxzE2sWVpknbbw4uyIdSeDId4hyycFVzuVV3dqZplsfWi3PxL/aLv0WJRinolh3sGI/+Sq955T87cd22LmWnq3vl0KDzd26AvH1s+uEh8LmJS47DBRCMAIz17rXOC2zVJfygJXHt2ZqKJ4F6sBnzTwVXTEimap7VXBvmI3ao1DLePLkTLetHlu2qPCB6FzfYDpdOqHnTBZaYuCQ846mIMHpmOpT7k71xvHEZcPqFHHBNi86Q/IGQ466wIc90eZIvG0ELwgRqo9a1OTrvzEsNalNmDojvNkNxXW73Out22qOz/vOuDRIVXjtty/f8vm+8rt0ixFrD2dbKLVN80e6dO26xoezcW3k91ckRVqes6tVtzTZmEOkQGjGerVTWOg5tLGSMZJy7fmoLHEzZfIAjxY5NuG3e00WtEm7gK110yIeaSZoqdevcuW8Yl1d+63na07vhZ0k6RYmL0l99pgmhdcNyxsriEjIiIiIlTeUiJVy2b1cByTIea4RdyZfrdfd9avqewU2CgDUZDyBenEzGInkU8Um5gKU+hycEsVNt0SJt0WicLe5wOiIiRd0ounln3K1dXNBTtIn9VfNeLJVohLXWOiVwE0RAYF3QEJXXeFMqnXgg4QsQxIZMOXJKa600LsHjRqNwiVjoOui0pHkRNEhEhlkRbck2YHlEx1Ck600xegCWzGoEzwGq07E0VHimTE65q2TTwnzSEvWVF/qpJ0j0Wg4lbx+BFl28wn2AMw8gyS4PcVKrLovw0nHm6ubFGFa6TRvNOkYNGBkBC8BJvtIolmSLs5cuulntGMYGYzrOaQkoGPaIe14F5aw6FSuPRtFO46JGIII4gjwU9ejSj0TeGRkQQeYKSsG4OsIiEhx8JggYrmLixmzcFfEcdRSH3Fp2IlJmLY9EifhcyLG9nkNNftCStzUxH4+tiG0+hgpMGJobDmY7i3t55gq9dKshzSYGartY1uDRC7aKY3TrEXxdGPGsMghFGdcjm2wuuKMb+ZK4dwgy6d1wtqijkGsVCUfRQcRecbLqrQg7rzB6S0LTqE6BNsBqBNbW2TkAtwoJE00uRZqQvwSyeCeTrwjziEdojtJE2mSAKbeupEiInXVUSk5cfjXi2kgCMjVsQDMyUxdBokRBReQzyVeREQ1XYBKjTDQVlhtOPTiJoWWI5GZq04UaKCGw05KN1SubknKdFxFQkR4UzzC8hiRg4re3JdxE9aTuthpIxF0XiNwjMSwxolY3jXdG0UyXYlxqQYTLztYHWnTiuNalwm0a1mrBg3F1gt5caeOOwICuamSuAefJknNvLdodxB1zD+Mst9VJjWgGROXbt+QCKIRqo83ZnmqbvWrgfxQ3nGzawWU8QZ6qRISFGFvPlXq72vaz8DWdbkLFHOxwyF2t6TiXwhyioPuEvu0gKdK4oTuIPCWtEw1qC3m1Y0LSOwgukALtroIEsTyFVU7TTMUVLUXXo7joxTK1p1pxHSDMjDNWXWTBVHK5MniVPCKU3cXebjb2JaQ6hOyaA4EFr3twE+nuO50wNIuE7ROJcLzkrFiFeYUbFcZHO67ccmIbI7eTIky63JUbqzQYJCBITzWLhcV1oXcSAn23Cd1QvsE6bxqBPmDAITresNppSRvLNUXvjl6rhmNtttauDh+KSBEnFtKK5FJSMycMr8XNi7MzJc0VU27NmVQPjHRYRooq3hWi2LOiOwEfbbw9rZsztYB5bfcRfWpg4/0VWk0jZCwWNCHxoU6Y78MiAP1KXes1cO1GSmXEeAHD5uISZzmCtgUt85LoSsZmIAPumpumkKA2gmhGREorIyzJcskpy4ZwUwMNHW54Rhtu3jMHCYEd1Ldu9JxVZZe6ip29lUzx7hS01xDNHZuNiJdhBhuQUtXrIsNgC/WVfDTGxbAsXluCUuJjEp07tWUpie+6dqXHYroKRZJaq5e7TfOWe0O0Jhu6q+ekWnuiMS4sQ0jZnEN17a4rJxACXkUSw+CZM5+DVJy00Heid0VwwbcJw5532nCiYe177Xm2f6irVNY+hmIFdZhmIlYWrcEIEorDtErDtZ3DyIVtXbkqL10roXQbEvxTin6Nm/3VJ51S1cO0IDmjEK3WJdE3LdEVhYSwzcNwrIfdklvDmO40LSe5cvr1HOlfCHiukT7DE1HQbUlJqODQMR7wHMjtRwiNxELJFJSyu2ZZrT00b0VYCNGvZtPUM3iSWkJ6obhIS2oSF1lr3PgtNT8MsbEfw3sf9XGvOLd5Wi0OdSa0iA7XAwCVXrVyMuIHaYXFwf4ZxWTPaEcupYeZCPdnxq5fKXIc169qU8qRMK9EsR9hw7/AM3S3XCbRqGpVvOzLWn+kKvSyPSfEqOH+FQQcaaPCZwuP+cBfHud9bfrhY4RL8TOzC5hG1F1Rs3x7w6sLt5b+VtpinLnvU3NI/RXAPIH9ytmjfpixX2D7HXoFPY1ia0uFPNpObuMcVoOsbS6CTmB3Sld/hQB4o04MOmLGhlIF072ec+02Ajz+teHwkr1jvCWJ9LnVw2YDaygfaIjZ6sOpfbEAtPnLrxXblTF0d9LOI+2Q/8AT669IPQ7Rzy4/wA1qrH2NY2uAuZS0YnKCePMqIWRpbM5gHrmPgnppJwhrKE8PHC5wSTEDECOPdYJid2w+0BVsl8KYyGJwBhczqTTwPrfHtZuB0SU9/mpYarlnzFpBe9M4e1P3HaR9HPOtK/Jk/NxGo2bGsd1v6vK6Ri7NxAOvJPdY23jicyOoCQnpA4VwZhR3jwyZqEEGtdfHsM2hsK3fz5QPlTsa8YJwi8SZiw3cLma1y/VCJx+q3Ome7v+N16YGJeliJ7bd/azKcGknotgfsdK7Ytixbu8y4nF34QY15mU1tkbgZOTf6jj4J3scKd7zjAYTOJ1obnWr49wDu8u/l2Q/CrQzwvtHHckjhs4mGyEDdvj2iZWWiW/n/Kh8JKbOjfpgxf2L7NTcwD0sYj7aa/9OqMeT9gP+H7OrvxZ69icbOBr7XdkpMf4WgAWHDwucIybdQV8fqt1ttu/17h5e6rYvCj98cW6UztfbrNVfHus7rn5f01Hukf4Fo35Uf8AqjUsn6Zx9p/uHTTsGwgTu9HHN2hgapwswmJObRpqJKcrHC0BjJIMLnEMbPjBXx+pW33X7/WsPk7la5cW4VwOEb3S2YjD4usNvEcey8kdDsTz2KJ9bsVpmaN+caUeTI+bOrgxf0sQ/bbv7WdUzdgWFrxFP8QGbtRPFMNmBacdCewwpMw3hQGIWHxpGGzGnC4qAqRs2rvA1eNp523e7V1Er55cIXojgv5L9Kbr6GpyV0mwrDRoMc+m2L2JxJyJ4qSnTFNzmDIR4KHOij0waweHAddZdeR2UTSC0oColqTPNb8tmQrVf4nCWMd5188NmWYicc4u/H3xCMwz3fXK1U8BJUndH36F4P8A7Qc+iPVAekX4Joz+T/Nh1T2vsqzVa997ZLhBxIwGIyPEBRPpCo4k6QR14fFPPR3hEWKLWHlhc5ZICblgnHuUCMzu3j7kq62OFsTF8gwucoxruMlfH6lbddnv9awuTuabH/3P+R/u0j6O/gmk35R82ZWK7YtjfLizEhpPpOzccdexOFjaDAJgEjsEhPx3hgAI4SSw2aLDhE227fHtUxvEhHfz7A+t2K1vkcKljzTB4TOF13eaavj3GO9zd/LsSqLsb9LGH+23vn4jTj0k9HsH9j/vaQ7BsI/B7X4nfhy17UNszSBifw9+ac0rhM4wMqKGFztaLToujfH6leBJce/zd4eStGE8K4BCB7pbMVhgWmHHhOPZeItB2R57SIOt2SU39HPRjGvY/wC7pvYT6WJnttr9rBpw2JYiLm7wlurtRjr2IdZGgl0nJ3ccE+4XCWMZw3TwyZbiL4Oxd+PvjxeO2Kc/nKSCvrGlbpvCGruIxWxwubrYwyDKORx71B9oQEh38tnLy0zNJfONF/JjfNg0sN+mcvaf7gUp2RY5v7vGHau09HjwSCwsOEmJHeJ8UtYnwnjLhTwawyZaLEhp0yOPayRtGGZ7+dqbyrlnza2N8LYMw2Hzw2ZqCtaB6+PYZgJCQjv5/wAkfW7FaZGjv4BpL5Uj5r9cGO+ljDvbbv8A6jThsKwkbvd4XuLtRPFIbMAL04we4wpCw/hEWM+807hUzWzJByGGr49xATLTWXPyuzYNaw5wja6e0oYXMIoLUsX2r4948Y1Fq8/K1NUWfrpSFpJ6YMI9i+0150b9Fsc9jpn2TY/X3eN3i7X0Yz4J/mLJuyYvfCfFLGkPCcEzDZRBh0xGjRWuMEbNgGpAg3WnnzjDkTsqVJHCyAcWIsLnDxu3i2/H6tfZbZv9fWhy5c5KjPDPSxL9ttftYdd+kPneinkxfm4dTvsKwxc3eAcdXcAePIKMWURenGAe0wpRxvTkcHjNNx2Lpk4VxB8JBXDFGUVzYOi0u+6giI2CSIlikq7yZonCZJkYhhmAvmTbz8kpRWxmiERIxataEbyW4NWSEqryiXJlTO0+fvxF27nCEcfeiy2I/mGk7DcSdjuA404Q6siIQK4guIbC3OTaGxV5cuvsSvQtjeTlCnZqNqs4G8EuJOMktIicwASOxW7Ra3Ma6i0eiBDRkBEYnjK8YphBxyteeEHN25kSEjG7eG6wCESttXJTzyJKR5hEFw3EQkIlvc4bTETG4cuxKnVjWkoyC1hwIxOW752vERkO6PMMUHIdm8pdakFGDlPD1O264AabtuIjtG0RHYP518NdZZX1nU5rNuujHERzjHJZVFz7svEHXgu7BoJkXUY2v8Ww7B8YybMUH1yXKnbi0xrDxjOxNVHxK24jileAAbRA7cJ3CQqhbuea8iouzOmGInbbrrh7kg/98rvcr3+t5Vv/AH+emV7AbRUa5xhgmW6OBGRxgjqSGm7eNeHRGOEj4r06V1xERERXESkVxERbxERFtIl7a1L0rC8TlDGOLi0NmC7GiiJP4x0ubJ3UjeRsc94j5yEgku9lsyqOmlw2PaRa/FyG0i3+IwSHdLcEFV6R2kJSaTxVSpzc4TYmh8nijGE61qcwEmKUbUxmg5wE0Z2KZEpNqfIvP8FUtv2dtWgCchjww6seCtU8Td4ps6NcCZkZa3EJMhCyIQh4TiUocy25BicwWGTb8pVy7dT9oFh8zDMOYgwcLMQZvW/FsQjsGROum64uWHBKTnGSoOzZkmfKtV3xPossVkMyjhYZAiaq5BV0pEwt3r7qtD/RUf6XcOek0uA06uLPx9a4olxNpiKNuTu6LjYaweanZZ7K5Km2hSfLRicJ6pU7aYaJnSfgrzOMYmW89PgRG+uLEQ3HQ9aXJkatfdY/hTOxvSbAo94YlpWcg2942gxUGHg8pjAkZL3FFc/DVKdIuPS8WiNy5MuQTjZEKSZDz/qnetdNe5/orXo5o2Ry8Vb3R1Qld8I/q019vaBPIHPnCmFMEweMd0qzuJ8P2iMIUkxMPk4kYlakprDU1t3jSsTJtxfXzWkDGujAUbEiaPuhrPOilyg387bcmmBy7Iez69V6iYEPmfN8i3teI/8AFAf3qWsawdoC0atHz3i9/jXHh/1iqN1vEwOJHYJTYwkcAe0wn9ifROY5KcJlpnip23WRY7JGg7q55yTcXmkO1O6poYhwqYriDbrjz2LPNN56376taDus2gNB/orrwuGA6SyRERtGMO7/ALqLSZo6P+a8e9kd+ZWdUrB4xk4NOZ1McUGliROrh2CUnnjNjLcl2FJFp0rQduatMt4t0s8+xL81K4ThB9uM7h07XuDc21nHuMd/eHfy/kj+CtcWlXpdwr2X9yTThx/0z4d7WL5uI1UfQpEZe1qdMtUzcyc/Z780YZjsXWOtjhM51yN5+N8fqVt112/4pcnc0oxNPogR+Mjg8rUCVuuzj23XW28/PnbKRNGPw/SH/e/Pk0js+lYvbI/tgqq/ZlmeYc05tHrO1EnXsTDQwmTk49hgKRT4T2mOLCWDzA4zbxYc43VbrBGzf694cuXOStEnhD1uIxmwwuZrYgyCdj3x77H2gESHfy2XgvL2SU09JvPtF/Ki/Pw+u/CvTTM9qB+yg1C3Y9kaLwZjDj6zujjwKDZGuN0k5gdonxSxgPCaIDPfTDJhtLKN8zE2bWR1LAWHmfOTVEuzPlSu6RwugDLT54XOFp3daMjj2mW9zd/PsS+DUf6Neg+OeyO/MGtWlPoDhHsv7j9OfsSxvqYs1A9Z2V2eKYLMAzA6T1zCkt3hSsfbjFhM4X3Bubavj3EO+Vw7+X8kfwVpNe4R+MS2zDDJilh/GuMhfHuDWhqu7y2EBZ+TSNj3pnw/2sXzMRrk0X/DdI/998+VULdi2JgvCnjdnN2pIOvBPNja4wScz3CR3pwQ+E4QOViHS6YsZ8YjQnezahx1fErt/rk6KJ6y0oYhwuhHFonsNnNC6OsaIjj747u8OR+MPwqjgfSt+U/21Z4UvOcH9qL8yLU32DYqtQB1Plm7JoEaqJ1mDGEg6A9ZOKW9IvRXAPIH9ytmjfpixX2D7HUQzOEyY7IhvkzEviJa0gg9aSbOf1ZVLmpyKleoXCdMamvzBZia18bDQge1Yj1LmDrkXPqQ8qr163Rsutcu4ZEZ6zK0S8Xr38QPVEeKfejvpZxH2yH/AKfXXpB6HaOeXH+a1UWQ9PJLUB+CLcZWn3BMyUHdahJquausQcuoByovKvubJnCHKdZhtE1FthqBNEgO3EoW26zquRc3rIlTnZ1UunD1pz0iPFQgejHIDrmfBTS96Zw9qfuO0j6OedaV+TJ+biNRwXChMWeM7UxNaLeqQbHtVbkScmuuz3l7KuaFwhy2hxARai/5wvR+4Hdy/X3arqqW+fnzruRPdYNm1QIwyaM+BkqQkF083HtEBSFifpYie23f2synBpJ6LYH7HULv6eyTgBBJuPqmzVwSsc1txK6u1dZbl1Uux7Vdk3hOmOyYkkmYmsiJa0Ig9Yvl9WVS9xUoOzKxM4Zv19rJNbgI5M7jipe0b9MGL+xfZqbmAeljEfbTX/p1MWHwnzGpkmYLMPWyRtNCB6wU6nzBR5FTmDyqvXrhiaeSWoD8EW4+qfMXDJQd1qEmo5pay3LqAcqLyr4Mlbs2qOH4NfZzQ7H+vvyUraR/gWjflR/6o1LJ+mcfaf7h1C03hDlutQWiai2wbNTaDuZWWIOt6qqFzB5MuvXSvCjM4/x7UxNbq9VbY9qrciTk112eRd1TXbMqkRhk4Z8TITg4TPNp7BBUkaNecaUeTI/qnVw4t6WIftt39rOqPYXCHKabnti1FtnX6+4Hcxv1t2q6smXnpct3Inu6X9PJLkBuCrcfVNmrgkgOa25VdXaustyzdLsexT3X/Z1WZwzBz0AhRx6MciOsmfBS1wheiOC/kv0puvoclfJ/GOEaVKejPm1FEo1liADyCWrcF0b83lVd4esqbKmL7tPSH1Bo/wDJcR/6jWhYLO+jTDXZ/NI4TULtDHgpp6Pv0Lwf/aDn0R2oA0i/BNGfyf5sOm/wu9ELiuk7EZifGwtkIzyvtrDZltkRk2TSievlOIo2kvIibevTRmcIcp1uCBNRbYNmpyB3MrNXbrF1u950PJl16Za7I+q8Fuk+BCA0y7mB3EFTP/8Ac/5H+7SPo7+CaTflHzZlRx/lRmcf49qYmt1Wqtse1VtuXJrrrvfVzQuEOW0E5sWots6/X5g7mN+su1XVUt89Llz61Z7dmVQNMmjPgZKkJEk83HtEBSFjfpYw/wBtvfPxGnHpJ6PYP7H/AHtQrK07kuwGoKtx9U04TokgOI6pEr5Lcusty6ufIKcie72TeE+Y7LjSyZiayMlrYiD2rJN7nprlVecvIqUp2bVPD8evtZJG4Af5O7NS7o56MY57H/d03cJ9LEz221+1g0xIfCdMaky5IsxNZLS10SB7VjycxNcipzeuq1xxtPJIQHIKNx9U4aOESg5rbhVpUyXWW5dSHseyX3AbMrAzhmzX2c0EyD0P7zgpW0l840X8mN82DSw36Zy9p/uBULzeEOU63AbJqLlBs1FoO3Fq9Vbreqrn50PJbyr7nQnCjM4/x7UxNbq9VbY9qrckHk112e73VIdmVbsYZOGfEyE5rgDPNp7BBUj6O/gGkvlSPmv1wY76WMO9tu/+o1H0ThEltMzmhZi2zr9cSg7cN912q6rkPPXlRetWmVp5JdgMQSbj6pgycAkBzWqS6/nLrLcurnyCnInhzkGz6t6cM5z0iPFREejHIjrJnwU16SemDCPYvtNedG/RbHPY6iSZwnzHZcaYTMTWxhtbQQe1ZJv88VeVV55cip1qIfCdMakypIsxNZLS10SB6xE8TqyKPuqtQ/Zda7GHqxnrM+CmvC9P8U9UR4p94b6WJXtsP2sOu7SHmaKeTF+bh1RSxp7JCAcEW4+qcNHCKxzW3CrRbC1luXUh7Ht1tl8Ikt1MPEmov+b7NRaDu/ZqLdb1Xb5wHNt5V8GUw2dVmcMyc9CICij0Y5AdYMlWNxnAYXS7E8SkRilPtTI7A2ynmLWij4eNpavMbk15lmoqu8nWqOcWeiCw+5HYmNOi2RCD8tiUxaNpFbbFbcEusmalzlpvYZw6z2WZTBQMJlNS30fdalR5ToXiDACIjxpEtTUNqmaKuaZ58mTcxzhDelE6qQsPii4GrJqK1IBsc+cQo6+aoS+vlsTZXX2e1NoWFtFk3w0DrwlRPYXVC7QklPVlwTESHmkN1LeikZ4ntaxGdkExaQ2brQlcI3POlsAcyFMs0zUk2p14qiaePtjGHi0NwWNlpjI6sOtJ216x8Vy31HMVFcuvsp4Lw/4hvWQMIaAmUY1TUaS20AJbbY2krIVS0fBsqe07WLrPdDZcRBBMDXUYwqtahULYaAZ5wn/iug+IG4ThQmmXCdJswGUBdVPft3jJB5xbUK3tZZU0OEHBZeGsuhLjuR3HGy1d1pCQkQtEQGCqJZXdZVy2dtK53eiKxMyJTgYOd5NEVzM7nNAQCW7NTbkS59ukPhG4Zp+OtNNzI2HN6pTsOO1IFzqitkaLrZBpaqtB1uxqKhtJ4pvY+IghsTPKSepJRoVh60RpCkHg7jjCbg67DGsVOXGZ4iw67YAvFZumBZg6NhjsLwbU2rShwkTZUqTGLEHoLpNCX3vh5AYwAEhuadIM97wXnlt2pnthSZwhynW4bRNRUGI0rDeQOdUAkZHqtzi3F1AOTLr1twXhJmQ3gdaai5ihioG24TTrboE0606OtS5sgJRVPD1qjs1qL6Fy0O0IIAkkYwZ0wjRXXMAMtGOEGe3DpT70WhNFhWOOWjuk7b4u4VGkjIjo3hxCI+fn/VMqO8N09kx40uMDMXVy7tbcDtw3JatmTiInb2otYn6eSXoTEIm44tMEpgQg5rVItbziJxUy6qXIidauVfYKu8kZXpz0iE8iWxyI65nwU16Qp/4lw32sX/n606NeiWP+SfznaiibwnzHZ7E4moeuYDVgIg9qlHq3OFXlLPq58ipyJ7viDwmTGX5j4sxCKZdrRIHrRuz5lryKnO66rVc7LrXbuGQGeoMqUOF6eZPURHin9F9Kzntkf2zVKWkfO0V/Jv68OqJA0+kpAKDq4+pI9ZdY5rc7hPl1luWYp2NdE3hGlOrh5E1F/wA32ai0Ht+xWCHW5vLd5wHJbyr7kg2bVvThm458RAUf4Y5NHWDJUxwPTTK9qD+yi0j6PeheP+yO/MqOmuE+YM9yejMTWmFhDY9qrcmx2Jrrs+pD2Xbrmh8IcptiWwLUWyWqk6qg7cKklu51XIfdRaZ9mVcMsmjPgZKfIknm49owUi6V+l3CvZf3JNOLH/TPh3tYvm4jUKYhp9JfhR4Rtx0ajlcBCDmsJcjHfInFT+UXkROtXbM4T5js9icTUPWsBqwEQe1Sp1fnDrrs+rnyKnInuuOzasafj145Js4/6O7NSpox+H6Q/wC9+fJpHZ9Kxe2R/bBUf4fwly2XpjosxVKZnrRIHrRuUy6na8ij54XKq9auUNPpKQOI6uPqr9ZdY5rbrxPnay3LMe5oGzaszhm058BBQco5OHaZClzSbz7Rfyovz8Prvwr00zPagfsoNQ5O4R5by4eRNRR6X2ai0Ht/Vqyo6251bvOA5LeVfc3R+E+YE92eLMTWugjZCQPaq0UaTdTXXZ9SHsuyX3G/ZlW7GGThnqTITgRenmD1AQe9SHoz6D457I78wa1aU+gOEey/uP1G0HhBksxpUYWYqhLJSdIgd1iKSW7ii4iJyddFrzP0+kvxI0Q246NxiubIQd1hLkSb6k4qLzy5ESn/AGdVvzhEz1RHio49COUdcz4Ka8d9M+H+1i+ZiNcmi/4bpH/v/nyqiuXwnzHZ7U4moetaDViIg9qiHJ9N5Nddn1c+Qk5E93XA4SZbLs10WYpFNu1twPWjcTirqrXkUfPS5c+tUR2XWuxhkBnqDKln0p5k9REKQR9K35T/AG1Z4UvOMH9qF8yJUaeb2TxDpfq4+pv1l9jmtuvv52styu8Ws4/p9JmjGF1uOIxg1berBwbkyAd+5xc16mPJl16sU9n1RUDjlJOehEBQvE07usNHWDJTPooorbTkUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUU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"text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import YouTubeVideo\n", "YouTubeVideo(\"26QPDBe-NB8\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The operating system does not moralize about good and bad processes, although it does block bad behavior by restricting processes to their own section of memory. The OS is in many dimensions an internalized model of government, right down to the need for secrecy in the sense of privacy, [to preserve democracy](http://grunch.net/synergetics/usaos.html).\n", "\n", "In meditating on scheduling, both personal and institutional, you are thinking about priorities while observing a value system. Imagine just joining your psyche moments ago and trying to get the hang of how this person thinks and prioritizes. \n", "\n", "Now imagine yourself aware of the parallel scenarios (convergent / divergent) characterizing a busy airport. Passengers, cargo, crews, baggage handling, ticketing, wining and dining, chauffering... all of these roles synchronize to varying degree, as people, over time, have evolved the \"dance of the airport\" (not that every airport is a copy in terms of its behavior, find some experts who might speak to the details as an exercise).\n", "\n", "\"PDX\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Time Management\n", "\n", "Learning to \"think like an operating system\" (assuming such a thing is possible) takes you into the realm of personal time management, which connects to study habits and discipline in general. \n", "\n", "Is there anything new to say on that score? Lets sample some representative advice from Blender Guru, given the premise [learning to be productive in Blender](blender.ipynb) is a representative task associated with this very curriculum." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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\n", "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "YouTubeVideo(\"39AV16MshrE\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finding the time to improve Blender skills is one thing, something for your personal OS to grapple with. Blender itself, once booted, is one of those processes vying for attention from not only your CPU, but from whatever GPUs might be available. \n", "\n", "Rendering is a computationally hungry process." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The time and energy savings to be gained from a well-tuned operating system, not overloaded, may be abetted by improvements to your code. \n", "\n", "The first time I, Kirby, [dove into Quaternions](http://4dsolutions.net/ocn/oopalgebra.html) as a topic was when I learned from game coders that quaternion-based libraries could be faster than matrix-based ones. \n", "\n", "I liked it when my matrices would rotate objects, more than I cared about solving simultaneous equations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Prehistoric Concerns\n", "\n", "By \"prehistoric\" I also mean \"ahistoric\" i.e. we're looking at the basic challenge of having enough people for the task, all showing up at the right time, with fairly well matched expectations as to what needs to be accomplished. \n", "\n", "When the camp all travels together, like a circus, the routines for setting up and taking down become ritualized. Perhaps townspeople flock to help, which also ramps up excitement about the show.\n", "\n", "Perhaps one needs experts or celebrities to show up from afar. Here is where astronomical timings contributed stability to human hopes and plans. One could set a wedding date by the stars, and guests could read the stars and consult the calendar. Synchrony was established among the celebrants.\n", "\n", "The promise of food, a feast, when the job is done, is another inducement. The challenge is to fix both a place and time. When something makes it to the calendar as an annual event, on a fixed date, it has achieved a special inner ring status.\n", "\n", "When you live alone on a tropical island, with all the fish and coconuts you need, or even if you share the island with other campers, the occassions for tight synchrony among you all might be few and far between. Or not. Put on your science fiction hat and brainstorm about the many civilizations one might simulate on a good sized tropical island.\n", "\n", "## The Invention of Clocks\n", "\n", "Of course the whole universe serves as a clock, in the time-telling sense. Theological disputes over whether the universe \"really is\" a clock (a piece of machinery) may be set aside. As a source of regularly and irregularly timed phenomena, repeating and sort of repeating, the universe is unequaled. However, humans wanted ever smaller units of time down to the gigahertz and nanosecond, in order to plan out events, such as running computer programs, that don't take energy on any huge scale.\n", "\n", "Very tiny events need next to no energy, almost, to fire in deterministic sequences, in ways we shape to our own needs. The flickering fire of bitwise operations records and replays our music, our movies, our books. Some hardcore engineers sneer at the crystal-obsessed, forgetting their own need for hertz, lots of hertz.\n", "\n", "For further reading:\n", "* [Clock of the Long Now](http://longnow.org/clock/)\n", "* [Marine Chronometer](https://en.wikipedia.org/wiki/Marine_chronometer) on Wikipedia\n", "* [Sun Dials](https://www.shadowspro.com/en/sundials.html)\n", "\n", "## Synchronizing an Economy\n", "\n", "The disciplines of choreography and movie making intersect with the risk management responsibilities of investment banking houses. What shall we plan? What plans are within our range? One has many moving targets to consider. By the time we get to this next milestone on the timeline, will we still have a clear path ahead? Has any track been laid?\n", "\n", "Management theory makes the most sense in the context of a specific showcase business, be that a big city department store, an online warehouse fulfillment service, or a firehouse, or a science museum. \n", "\n", "\"Power\n", "
*Oregon Museum of Science and Industry*\n", "\n", "Exercise:\n", "\n", "Sketch the roles and workflows, and walk students through a day in the life. Of the mayor. Of an airport manager. Of a random bureucrat, luggage handler, ticket agent, tour guide, forklift operator... and so on. Look for each genre on Youtube. \n", "\n", "Learn to empathize with different jobs and imagine doing them. Which ones require a lifetime of training versus maybe a few months of prep?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Religious Orders\n", "\n", "Instead of always focusing on department stores or for-profit business models, lets put a religious order at the center of our scheduling studies.\n", "\n", "The invention of the clock, connected to a much older invention, that of a church tower bell, kept everyone within hearing distance, on the same page, as to what was coming next, and down to finer and finer intervals. Life could be synched to the hour, the minute, the second. Theatrics and dance could expand their scope.\n", "\n", "Pretty soon, the pocketwatches gave their business class owners the ability to schedule their meetups very precisely. Wristwatches helped democratize this practice. Then came the telephone, and then the smartphone, wrapping many apps (time telling, face to face chatting, monitoring, game playing...) in one networked device.\n", "\n", "Work in the fields for a couple hours, pray, sing, nap. Back to the fields. Sing, nap, pray, study, party... We may think of an operating system, allocating processes and threads as necessary. The simulation takes very little energy, compared to an actual monestary, or college, co-ed or single-sex, multi-lingual (polyglot) or monolingual." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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"text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "YouTubeVideo(\"0m3hGZvD-0s\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Think of how you might be interrupted, and taken away from task X, because task Y suddenly needed more people. We call that \"interrupt driven\" and many computer architectures depend on \"interrupts\" for specific kinds of multi-tasking. What counts as an \"interruption\" is in the eye of the beholder to some extent. A thunderstorm interrupts a picnic, but then grass needs water from time to time. \n", "\n", "A flexible system accommodates surprises, includes exception handling. In some styles of programming, control is surrendered gracefully; the process yields. With multi-threading, the operating system takes charge and pre-emptively switches from thread to thread. With asynchronous programming, the logic of the program itself includes the possibility of task switching, because the language supports an event loop structure.\n", "\n", "Other times, you complete your task X with no interruption, and then perhaps you signal your availability for new tasks. If you think how a short order cook works, or better yet, you work as one, you'll learn a lot about multi-tasking, meaning scheduling, meaning programming.\n", "\n", "Perhaps, when you finish a task, you choose from a list of tasks that need doing. \n", "\n", "Perhaps you already have more on tasks on your calendar (your plate) to reprioritize.\n", "\n", "A goal is to keep an open mind about the possibilities in order to keep thinking about workflows and time management in a general sense. We wish to think effectively about all manner of interwoven scenarios geared to work towards some purpose.\n", "\n", "The term \"religious order\" need not point to any given religion. The School of Tomorrow may bring to the surface a catalog of stock images, or share movie excerpts, to establish a trope or pattern, in a Pattern Language of archetypally significant places / patterns. In programming, we speak of \"design patterns\" quite often.\n", "\n", "\"Portland\n", "
*Portland Art Museum*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## City As Campus\n", "\n", "Scaling up from the farm or convent (coven, compound), to the mixed use skyscraper to the whole city, requires different ideas about scheduling.\n", "\n", "With a campus may come an internal grid, hooked to local sources of power, or to an external grid. Serving load requirements of a customer base has everything to do with timing and scheduling.\n", "\n", "We're at a jumping off point to Grid Studies." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Weights and Measures\n", "\n", "Since we're talking about scheduling work, or jobs, or tasks, with a promise of delivery (we call a function expecting it to complete at some point), it'll make sense to delve more into what we mean by \"work\" in terms of energy units.\n", "\n", "Notice that energy units do not imply a \"spending rate\" meaning you have like a battery charged up with so many joules, and who knows if you'll go through that amount in an hour, a week, a month... because the rate at which you spend that energy is up to you. The flashlight sits in a drawer. Not that batteries last forever either, even if unused. That depends on the battery.\n", "\n", "The physicist will tell you that getting your bicycle from A to B is the same amount of work, though by different energy spending rate strategies. In a very low gear, you can peddle your heart out, and only make a little headway, but you eventually get there, whereas in a higher gear, your muscles aren't up to it at all, and you keel over in a ditch (more likely you jump off and just push it, or ditch the bike and walk on without it).\n", "\n", "Imagine several paths up the mountain. Some are steeper than others, and if moving at a fixed velocity in all cases, clearly the shorter path, necessarily steeper, will get the work done (of reaching the top) more quickly. Getting from A to B is simply a matter of computing the \"shortest distance\".\n", "\n", "However, a more usual situation is your truck applies torque to a crank shaft and its ability to climb a grade is limited to what a combination of torque and gears can put out. Engines are limited to a number of horsepower. The shortest path may be beyond the ability of a truck, but accessible to a more nimble motorcycle, with a single rider. All these other dimensions creep in, besides \"shortest distance\" and complicate the situation.\n", "\n", "To take another example, of complicating dimensions, consider scuba diving. You have to look beyond the simple need for \"person hours\" and allocate diver time according to dive tables, developed over the years by trial and error. \n", "\n", "You're not safe breathing highly pressurized air for too long as the nitrogen dissolves in your blood and if you get too much of it, coming to the surface too quickly will make your blood fizz, like when opening a carbonated beverage. That could lead to a stroke (a kind of embolism) or the bends (suggested research topic).\n", "\n", "One needs to come to the surface in stages and/or depressurize in a decompression tank. \n", "\n", "These underwater repair jobs are not easy tasks, and if a manager thinks a single diver can do the work in one go, like this were some office job above the surface of the ocean, then what you really have is not a manager but a back seat driver shouting nonsense about how to drive the car. \n", "\n", "That's a comic book image of a management layer \"out of touch with reality\" and can happen in some scenarios, especially in multi-layer organizations, such as in militaries, large governments, religious orders, university systems. Organizations, like individual humans, may suffer from numerous pathologies.\n", "\n", "## Summary Conclusions\n", "\n", "In other words, the rate of energy expense, called power, is very relevant to your scheduling algorithms. Grabbing enough watts to do X may preclude having enough power left over to keep certain dormitories illuminated or libraries online. That would be an extreme situation, perhaps an instance of terrorism, from the point of view of the dorm residents. \n", "\n", "Perhaps the campus network just hasn't the capacity and for a couple of nights, you want to power a visiting theme park and circus. Most students voted to so allocate the finite power generating capability, with the understanding the circus would only come back if it were more self sufficient in the wattage it could provide. \n", "\n", "Batteries are heavy though, mostly a traveling circus wants to plug in -- so we'll see if they return. Maybe the campus will invest in some bigger batteries and/or more windmills.\n", "\n", "In Newtonian mechanics, wattage and horsepower, convertible to energy slave units (machine power), take \"burn rate\" into account, whereas joules and calories, burned metabolically, represent energy units. \n", "\n", "Again, \"work\" is represented in energy units, a task completed, an expensed account. How long that work took, what strategies were employed, is still a variable, a story behind that work getting done. Did they really pull a ship over a mountain, even just to make the movie? Werner Herzog did a \"making of\" documentary wherein he hilariously turned tables and explained it was all real, they had to pull the ship over the mountain to make [Fitzcarraldo](https://en.wikipedia.org/wiki/Fitzcarraldo).\n", "\n", "Lets review our Newtonian mechanics:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "distance = 1\n", "time = 1\n", "velocity = distance / time\n", "mass = 2\n", "action = mass * velocity * distance\n", "momentum = mass * velocity\n", "frequency = 1/time\n", "energy = action * frequency\n", "power = energy / time" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Some jobs are literally impossible, yet managers or higher ranking officers may not understand that, believing in the power of \"what's on paper\" to \"make it so\". Under the stress of an impossible job, different energy strategies emerge within the power range of the expending energy slave (AI-enchanced machine) or, in some cases, poor slob human. Incremental steps that prepetuate the illusion that the job is doable may be sufficient to keep the workers funded.\n", "\n", "Other jobs might be doable but only with very tightly adhered-to algorithms. Power must not be squandered. A lot of trial and error goes into algorithm development. Ditto with machine learning, wherein you don't get an algorithm so much as a magic flute. A machine learning model converts multi-dimensional \"wind\" into distinct notes, which play their continuous melody (something closer to what we understand).\n", "\n", "English ties the physics meaning of work, to a managerial meaning, such that energy expended that's not in direct alignment with getting the job done, is thermodynamic entropy or noise in some sense. \n", "\n", "However that's how any process thinks of itself in a round robin (say) CPU allocation scheme. The operating system gives only so much time to each process, going in a circle, and each process maybe thinks of all the others as \"mere nonsense\" in the sense of \"not really work\". \n", "\n", "We could call this the \"selfish and greedy\" point of view and don't really begrudge processes that viewpoint. They're not designed to have overview and naturally each is eager to get on with the work assigned. Think of multiple personalities in a committee setting. Everyone sees a need for compromise, which is close to \"compromised\" in people's thinking (English speakers especially). \n", "\n", "The operating system's job is to broker resources intelligently and not let any one process seize command and control. Sometimes politics enters into it as when an OS secretly gives the edge to native applications developed by the same company. The 3rd party developers get one API, while the inhouse people get that and more. Such shennanigans are considered impolitic and outside the ethos of many disciplined engineers. However, no single Code of Conduct obtains among engineers the way one does among medical doctors. We're still waiting for our Three Laws of Robotics." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.9" } }, "nbformat": 4, "nbformat_minor": 4 }