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@ctslater
Created February 22, 2018 23:29
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Monoceros Observability S18B
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{
"cells": [
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"%matplotlib inline\n",
"\n",
"import numpy as np\n",
"import matplotlib\n",
"import matplotlib.pyplot as plt\n",
"\n",
"import astropy\n",
"from astropy.coordinates import SkyCoord, AltAz, EarthLocation, Galactic\n",
"import astropy.units as u\n",
"\n",
"matplotlib.rcParams['figure.dpi'] = 120"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Downloading http://maia.usno.navy.mil/ser7/finals2000A.all [Done]\n"
]
},
{
"data": {
"text/plain": [
"<SkyCoord (AltAz: obstime=2018-07-01 10:00:00.000, location=(-5464468.109716696, -2493053.6504484517, 2150943.6050810195) m, pressure=0.0 hPa, temperature=0.0 deg_C, relative_humidity=0, obswl=1.0 micron): (az, alt) in deg\n",
" ( 62.32215207, 12.85985498)>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"subaru = EarthLocation.of_site(\"Subaru\")\n",
"utc_offset = -10*u.hour"
]
},
{
"cell_type": "code",
"execution_count": 68,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.text.Text at 0x11b03c5f8>"
]
},
"execution_count": 68,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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LEkIIIZobaekUTpWdnc3IkSM5deoUK1asqLLUT3kXcnk3e2Xp6emEhIQ0eOJMSUkJs2fP\nZtSoURUJJ4CHhwcjR45k8+bNlJSUVJRf+fX5559XHM/IyChftaBKTECdyxXNnz+foKAgrrnmmirH\njxw5UqOsX3/9taKsuj7/mcoSQgghmhtp6RROU1RUxLXXXsu+fftYtWoV3bp1q3K+bdu2tGzZks2b\nN9e4NyEhgbi4uAaXeeLECcrKyjCbzTXOlZaWYrFYKs5VX4A9NjYWgF69evHBBx+QlJRUJebyFtJe\nvXrVeHZ6ejpr1qzhjjvuqNE626ZNmxpl9ezZs+JZa9asIScnp8pkojOVJYQQQjRH0tIpnMJsNjNh\nwgQ2bNjAF198wYABA2q9bsyYMSxbtqzK0kCrV69m3759jB49usHltmrViuDgYJYsWVLRogmQl5fH\nN998Q5cuXSq6rIcPH17lVd7yev311+Ph4cHbb79dcb/WmnfeeYe2bdsycODAGuV+9tlnWCyWWmet\ne3t71ygrJCQEgLFjx2I2m3nvvfcqri8uLuajjz6iX79+tG/fvsF1IIQQQjiDtHQKmzJbNMkn8klK\nzyEpPYfkEwW4mxTe7m74eLrh5WHC292Nb959mTVLl9LnkuGsTNzPT9tm4eFuonWgN6F+nkycOBGA\np556ii+++IJhw4YxdepU8vLyeP3114mLi2PixIkV3dBg7P5z6NAhCgoKAPj5558rZqdPmjSJDh06\n4ObmxmOPPcYzzzxD//79ue222zCbzcyePZuUlBTmzZt31s/Yrl07HnroIV5//XVKS0u5+OKL+eqr\nr/jll1+YP39+xZjUyubPn09ERARDhw5tUH3269ePcePG8fe//53MzEwuuOACPv74Y5KTk5k9e3aV\na7dv387SpUsB2L9/P9nZ2RWfv2fPnlx77bUNKlsIIYSwJUk6RaPlFZexx5pc7k7PJSk9h70ZuRSW\n1uy6ri4jwegyT/xlFYm/rKpxfrdfTwZFhzEgujVr167lkUce4cknn8TT05NRo0bx5ptv1uimnj17\nNmvXrq34fs2aNaxZswaAwYMH06FDB8DYwrJjx47MmDGDf/7znxQXF9OjRw8WLVrEmDFj6vXZX3nl\nFUJCQnj33XeZM2cOMTExzJs3j1tuuaXGtXv37uX333/nkUceqTKOtL4++eQTpk2bxty5c8nKyqJH\njx4sW7aMIUOGVLkuMTGRadOmVTlW/v3tt98uSacQQginUtUnQ4jGUUrFAjs3btxIv379nB2OXZSZ\nLfyw+yhLt6WxKy2HwycLzni9SUG7EF+UgsISM0WlZorKLJSUWRpUbtfwQAZFt2DQBWHEdwzFz8v4\nWyknJ4c1a9YwbNiwGounC/uQOnc8qXPHkzp3PKlzx9u0aRP9+/cH6K613uWIMqWlU5zVqYISPk04\nwtwNyaRlF9V6jb+XO13DA+gaHljxurB1AD6eNbuaLRZNcZmFwlJrIlpqpqjUQm5RKb8fzuLX/Sf4\nLfkkxdbktLyr/oN1B3E3KXq1D2ZwTBhXdwmx58cWQgghhA1J0inqtDcjlzm/HmTJllSKSk+3TgZ6\nu9O/U4uK5DI2IpB2IT41duipi8mk8PF0qzUh7depBQ8MvYCiUjOJ1gT01wPH2ZaSjdmiKbNoNh/K\nYvOhLN5eoxjUykSvglLkD2MhhBCieZOkU1Rhtmh+3JPJR+sP8uuBE1XOdW7tzx0DOzK6dwS+nvb9\np+Pt4cbA6DAGRocBF5JbVErCwZOstyahezJyKTFr1qSbSHj7N+4ZEs1dl3TE30v+SQshhBDNkfyG\nFgAUl5mZt/EwH/+aXGWsplJweZdW3DmoIwOjW9S7NdPWArw9uLxray7v2hqAzckneXn5Ln4/kkN+\niZl/r9rHxxuSeWBoNBP7d8Dbo2YrqhBCCCGcR5JOQfLxfCYvSGRXWk7FsQAvd8b1bc/tAzvQoYWf\nE6OrXd+oUD6c2IP/LVnLT1mB7Dmaz8n8El5cnsSH6w4ydXgMY/q0w91NlqIVQgghmgNJOs9z32xL\n4+9f7iCvuAyAjmF+3DEwijEXtWv2XdVKKbqGaO67oTfrDxXw5sq9/Hk8n7TsIp5YvIN31/7JM9d0\n5bIurZ0dqhBCCHHec/lmIKXU00oprZTaWcu5gUqpdUqpAqVUhlJqplLK3xlxOlpRqZmnluzgwU+3\nVCSc9wzpxMqHh3D7wKhmn3BWZlKKUT3CWfnwEF4dE0d4kDcAfx7P5y9zNvPu2gM19kkXQgghhGOd\nO5lFIyil2gFPAfm1nOsFrAaSgEeAdsBjQAww0oFhOtyBY3lMnp/InoxcAEJ8PXhzfM9zvkXQ3c3E\nhIsjub5XW+ZvOsy/f9hHXnEZL3+3h5SsQp69tpt0twshhBBO4tJJJ/AGsBFwA8KqnXsJyAKGaq1z\nAJRSycD7SqkrtNYrHRmooyzZksLTS3ZSUGLsGtS3Qwj/uaU34UE+To7Mdrw93LhrsDHx6c6PfiMj\np4i5Gw+Rnl3IzJt7233mvRBCCCFqctlmH6XUEGAs8FAt5wKBEcC88oTT6hMgDxjvkCAdqLDEzOOL\ntvHw59sqEs4Hhkbz2T39XSrhrKxreCBLJg+kS5sAAFYlZXLTexs5llvs5MiEEEKI849LJp1KKTfg\nP8AHWusdtVwSh9HKu7nyQa11CbAV6G33IB2ouMzMHR8lsHBzCgChfp58/Jd4Hr+qi8t3N4cH+fDF\nfQO4JMZo6N6eks0Nb69nf2aekyMTQgghzi+u2s94H9ABGF7H+XDr1/RazqUDl5zp4UqpVkDLaoej\nAQoLC8nJyal5k5NorZm2bB+bDp4E4KL2gbwyugutA7yaVZyNkZ+fX+Xrmbx144W88J0bX20/SkpW\nITe+vZ63xnajb2SQvcN0KQ2pc2EbUueOJ3XueFLnjldYWOjwMl0u6VRKtQCeB17QWh+r47Ly/uTa\n+lmLKp2vywPAs7Wd2LFjB9nZ2fUJ1SFWpSq+OWwslB7lr7k54iS7N//KbifHZUsJCQn1um6oL5S0\nV3x7xI2cojL+On8bf7nQQvcQmdneUPWtc2E7UueOJ3XueFLnjnP48GGHl+lySSfwInASo3u9LuXp\nvVct57wrna/L28AX1Y5FA1/HxcXRp0+f+sRpd6v3HuebDUkAhAd68dEdvWjh7+nkqGwnPz+fhIQE\n4uPj8fOr3wL2lwEDth/ln9/+QZkFPkv24ovLexNhXWZJnFlj6lw0jdS540mdO57UueMlJiY6vEyX\nSjqVUjHAPRiThyIqbdnoDXgopaKAHE53q4dTUziQdqZytNaZQGa1sgHw8fEhMDCwUfHb0s7UbJ5a\nug8AP083PvpLPB3bOD8ue/Dz82tQnU8aHEiLIH8emJ9IblEZzyzbz2f39Hf58a221NA6F00nde54\nUueOJ3XuOD4+jp9E7Gq/ZdtifKaZwMFKr35AZ+v7fwA7gTKgb+WblVKeQC+MyUTnrIzsIu76+DcK\nS82YFPznlt50cdGEs7Gujgvn1n6RAGw+lMXMH/c7OSIhhBDCtbla0rkTuKGW1y7gsPX9bK11NrAK\nmKiUCqh0/yTAn5pd5+eMgpIy7v7kN47mGMNVnxnV7Zxf9N1epl3Tjc6tjQ2oZv34Bxv/POHkiIQQ\nQgjX5VJJp9b6uNb6q+ov4DiQa/2+fAmlp4FQYK1S6j6l1IvALGCl1nqFkz5Ck2iteeTzbexMNWal\n39IvkjsHRTk3qGbM28ON/9zcBy93ExYND3++lVMFJc4OSwghhHBJLpV0NoTWOhFjSaVC4N8YY0Fn\nYywof05aui2NFbsyABh0QQv+eV0slca1ilpc2CaAZ67pBkB6dhFPLN4u+7QLIYQQdnBeJJ1a66Fa\n6+61HF+ntR6ktfbRWrfSWk/RWuc6I8amKimz8OZKY+JQmL8nb99yER4yMaZeJvaL5IpuxhCE73cd\nZf4mxy8jIYQQQrg6yUpcxOe/HebwyQIAHrwshiBfDydHdO5QSvHa2B6EW5dNemHZbv44ek7+7SGE\nEEI0W5J0uoD84jJmrDZmX7cP9eHm+EgnR3TuCfb15N8TemFSUFxm4d+r9jk7JCGEEMKlSNLpAj5c\nd5DjecZs9UdHXIinu/xnbYz+nVpwQ+92AKzYmcGhE7IdmxBCCGErkp2c407ml/Duz38C0DU8kOt6\nRjg5onPbPUM6AWDRMHvdQSdHI4QQQriOJiedSik3pdRNSql3lVJLlFJx1uNBSqkblVKySKQdvb1m\nP3nFZQA8ftWFmEwyW70pLmwTwKWdWwKwcPMRTubLEkpCCCGELTQp6VRKBQPrgQXAzcB1QEvr6TyM\nnYGmNqUMUbfUU4V8suEQAP06hjK0c8uz3CHq415ra2dRqYV5Gw85ORohhBDCNTS1pfMVIBa4EugE\nVDSzaa3NwCLg6iaWIerw1g/7KDFbAHhiZBdZk9NGBkS3IDbC2Db041+TKSo1OzkiIYQQ4tzX1KRz\nNPAfrfUPQG0rau8DoppYhqhFXnEZX29NA2BEt9b0iQxxckSuQylVMbbzRH4JXyamOjkiIYQQ4tzX\n1KQzCDjTbAsPwL2JZYharNmTWdHKeUs/WSLJ1q6OC6dtsA8AH/zyJxaL7FIkhBBCNEVTk84DQJ8z\nnL8C2N3EMkQtyre7DPByZ2B0CydH43o83Ez8ZXBHAP48ns+qpKNOjkgIIYQ4tzU16fwA+ItSagKn\nx3NqpZSXUmo6cBXwbhPLENUUlZr5aU8mAMO6tMLL3c3JEbmmCRe3J8DbaKh//5c/nRyNEEIIcW5r\natf3DIyJRJ8Cp6zHFgAtrM9+V2s9u4lliGrW7z9OfokxueWq7m2cHI3r8vdyZ2L/Dvx+KIt7h3RC\nay2TtYQQQohGalLSqbXWwF+VUh8DY4EYjNbTA8BCrfXPTQ9RVLdip9G17uVuqlhT0iVoDcW5kJcJ\neRmQm3H6fXEeBEZASBSEdISQDqDtv7/8oyM64+4meygIIYQQTWWTST5a63XAOls8S5xZmdlSMb5w\nSOeW+Hmdw/O0jv8Bu76CP9dATqqRYJYW1Pv2AA8/hrqF4pPTFVrGQMsLoeu14BtqsxAl4RRCCCFs\n4xzOWM5PCcknySooBeDK2HOwa/3YPtj9lZFsZu6q3z0mD/D0haLsKodVaT5Bpflw4AgcWGkcXP4o\ndL4Set0CMVeAm/1bQ4UQQghxdg1KOpVSB6l9Pc4z0Vrr6AbeI+rwvbVr3c2kGN61lZOjqadje40k\nc/dXkFnLYgYtu0LrWPBvDQGtja/lr4A24B0MJpPR9Z51CE4dgqxkSo7u4+SfW2jpXoBbzhEoKwJL\nKexZZrx8W0DcOOh5M4T3BBmPKYQQQjhNQ1s611Iz6eyLMZloN7DXeuxCoBuwE/i9KQGKqlYlGbPW\nB3RqQbCvp5OjOYvU3+G7JyEloea5VrEQOxq6jYaWnev3PK8AaNPdeAFFOTlsUmsYNmwYgf7+cGg9\nbPvUSHBL86HgBGx6x3i16mYkn31uA59gG35IIYQQQtRHg5JOrfUdlb9XSo3G2JVohNZ6dbVzI4CF\nwLQmxiissgtLST1VCBhbNTZb+Sdg9T8h8ROq/I3SuruRZMaOhrAY25ZpMkHHS4zXyNeMls6tC+Dg\nz0YMmbvhh2mwYRZc/QZ0u8625QshhBDijJo6pvN5jG0wV1c/obX+QSk1C3gR+LqJ5Qjgz2N5Fe+j\nW/o7MZI6WMyQ+DGsfh4Ks4xjbp7Q7z7oczuEXeCYOLz8oedNxuvUEdj+udECemI/5B2FhZOg63VG\n8hnQul6PLC4zk5FdRHp2Ef06hsrSSUIIIUQDNTXpjAFOnOH8CUDGc9rIgWP5Fe+jW/o5MZJapGw2\nJvGkbz19LPpyo9XRUclmbYLbw5DH4JJHjcRzxd+h6BQkLYWDa+GK6dB74lnHe87dcIgXlycBsGXa\nCEL8mvnQBiGEEKKZscU2mHcqpWo0uymlAoC/ALKVi40csLZ0upkUkS18nRyNVcFJWPogfHD56YQz\nqD1MmAcTFzs34axMKWNG+5TfjC5+MGbDL50Cn1wPJw+e8fY2Qd4V79Ozi+wZqRAN9ttvvzFlyhRi\nY2Px8/MjMjKS8ePHs2/fvhrXJiUlcdVVV+Hv709oaCiTJk3i2LFjNa6bPn061113Ha1bt0YpxXPP\nPVdn+atuvu2oAAAgAElEQVRWrWLYsGGEhYURHBxMfHw8c+fOrXf89S3ryy+/ZMKECXTq1AlfX18u\nvPBCHn30UU6dOlXr9bX53//+x7hx44iMjEQpxR133HHG61etWsVll11GUFAQAQEBXHTRRXz++ef1\nLk8IcVpTWzqfARYBe5RSc4D91uMxwO1Aa2BcE8sQVgcyjaQzMtS3eWx9mXUI5t4AJw8Y37t5wsC/\nGa2Kns0kKa7OvxWM/xj2LDdaZnPTjRbPtwfA5f+A/vfX2uoZXinpzMgppFtEoCOjFuKMXn31Vdav\nX8+4cePo0aMHGRkZzJo1iz59+rBx40a6dzcm36WkpDBkyBCCgoJ46aWXyMvL44033mDHjh0kJCTg\n6Xm6Bf+ZZ56hTZs29O7dm++//77OspcuXcro0aMZMGAAzz33HEopFi5cyG233cbx48d5+OGHzxp/\nfcu65557iIiIYOLEiURGRrJjxw5mzZrFt99+S2JiIj4+PvWqq9zcXOLj40lPTz/jtfPmzWPKlCmM\nGDGCl156CTc3N/bu3cuRI0fOWo4Qoqam7kj0lVLqauBV4Klqp7cCd2mt6/4JIhqkvKWzWXStZ+4x\nEs7cNOP76Mvh6tehxTkymqLLKIgaDD/8A36fA2WF8P3fISsZRr5aI/FsE3T6l5m0dIrm5pFHHmHB\nggVVksYJEyYQFxfHK6+8wrx58wB46aWXyM/P5/fffycyMhKA+Ph4RowYwZw5c7jnnnsq7j948CBR\nUVEcP36cli3r3vls1qxZhIeH8+OPP+Ll5QXAvffeS5cuXZgzZ069ks76lrVo0SKGDh1a5dhFF13E\n7bffzvz587n77rvPWtbatWsrWjn9/eseG3/06FEee+wxHnzwQWbMmHHW5wohzq7J261orVdqrXsD\nEcAA6ytCa91HEk7bKTVbOHzS2K3H6ZOIUjbDR1edTjgHPmh0pZ8rCWc57yC4dgbcsRyCjV/AJLxr\ntIBaLFUubRXgVZGHHpWkUzQzAwcOrJJwAsTExBAbG0tSUlLFscWLF3PNNddUJJwAw4cPp3Pnzixc\nuLDK/VFRUfUqOycnh5CQkIqEE8Dd3Z2wsLB6tTw2pKzqCSfADTfcAFDlc55Jhw4d6jUR8Pvvv8ds\nNvP8888DkJeXh7HzsxCisWy2x5/WOkNrvcn6yrDVc4XhyMkCSs3GDzynJp0HfoSPrzs9O334c3DF\ni+f2wutRg+HOFRBqTZo3z4ZlD1VJPD3cTLT0N36pSkunOBdorTl69ChhYWEApKamkpmZSd++fWtc\nGx8fz5YtWxpVztChQ9m1axfTpk1j//79HDhwgBdeeIHNmzfz+OOPN+kz1EdGhvHrpvxz2sq2bdvo\n3Lkz3377Le3atSMgIIAWLVowbdo0LNX+KBVC1E+TuteVUrfV5zqt9SdNKUdUm7neyknd67uWwOK/\nGrv+KBNc82+46A7nxGJrQW2NFs+Pr4UTfxhLP1nMcN1MMBnjZ8ODvMnMLSYjR5JO0fzNnz+f1NTU\nipa68vGL4eHhNa4NDw/n5MmTFBcXV2mxrI9p06Zx8OBBpk+fzosvvgiAr68vixcv5vrrr2/ipzi7\nV199FTc3N8aOHWvT56anp+Pp6cmdd97J448/Ts+ePfnyyy958cUXKSsr4+WXX7ZpeUKcD5o6kWjO\nGc5V7odwWNKplLoYYxLTMCAKY9mmjcAzWut91a7tCvwbGAyUAMuBR7TWNadyOtnB46fX6OwU5oSW\nzs0fwbKHAW1MGLrxfWORd1cSGH468Ty+F7bOA0sZjH4bTG60CfJmW0q2tHSKZm/Pnj1MnjyZAQMG\ncPvttwNQWGhsLFFbUunt7V1xTUOTTi8vLzp37szYsWO58cYbMZvNvPfee0ycOJEffviB/v37N/HT\n1G3BggXMnj2bxx9/nJgY2244UVRUREFBAa+88gpPPPEEAGPGjOHkyZPMmDGDp556ioCAAJuWKYSr\na2rS2bGWY24Yyd4DQCRGAuhITwCDgC+A7UAbYAqQqJTqr7XeCaCUagf8DGRjTILyBx4D4pRS8Vrr\nEgfHfUb5xeaK90E+Ho4tfNtnRnczgIcf3DQfooc5NgZHCWhtJJ6fXGfsYrT9M9BmGP0O4dbJRBmS\ndIpmLCMjg1GjRhEUFMSiRYtwczNa6svHVxYXF9e4p6ioqMo1DTFlyhQ2btxIYmIiJpMxYmv8+PHE\nxsYydepUNm3aVBFXZUFBQY0qr9wvv/zCXXfdxZVXXsn06dOrnDt27Bhm8+mfmf7+/mecNFQbT09P\nioqKuPnmm6scv/nmm1mxYgVbtmxhyJAhjY5fiPNRk8Z0aq0P1fL6U2v9o9Z6LHAMI+FzpH8BHbTW\nf9Naf6C1fhG4BCPBfrLSdU8BfsBlWuuZWuuXgPFAT+AOB8d8VqVmYwyRu0lhMjlw/OSxfdYWTsA7\nGG5f6roJZzn/lnD7N8a2nQA7voDlD1es1ZlXXEZuUakTAxSidtnZ2YwcOZJTp06xYsUKIiIiKs6V\nd6vXtkxQeno6oaGhDW7lLCkpYfbs2YwaNaoi4QTw8PBg5MiRbN68mZKSkoryK7+astbltm3buO66\n6+jevTuLFi3C3b1q+8nFF19cpaw33nijwWWEhoYC0Lp11V3LWrVqBUBWVlYjoxfi/NXUls6zWQa8\nAEy2czkVtNa/1nLsD6XULqBrpcNjgGVa68OVrlullNqHkXy+Z/dgG6DMYoxWcHdzYMJZWgiL7oRS\nY9Y8Yz+EdjUnIbgkvzAj8fzkesjYDomf0PviiwBjOZf07CICvB3c4izEGRQVFXHttdeyb98+Vq1a\nRbdu3aqcb9u2LS1btmTz5s017k1ISKBXr14NLvPEiROUlZVVaVUsV1paisViqTj3ww8/VDkfGxvb\n4PIADhw4wFVXXUWrVq349ttva23BnD9/fsVwAoBOnTo1uJzo6GjS0tJITU2tcn9amrFqx5mWdhJC\n1M5ms9frEA007E9nO1DG+hitgePW79sCrYCaP30hAejtuOjqp6TMaOn0cLP3f7JKvn8Kju403g9+\nBC643HFlNwe+oXDL50YLL9B727O0xGjdKCip+UtWCGcxm81MmDCBDRs28MUXXzBgwIBarxszZgzL\nli2rsrj56tWr2bdvH+PGNXwfj1atWhEcHMySJUsqWjTBWF7om2++oUuXLhVd6MOHD6/yqm1C09lk\nZGRwxRVXYDKZ+P777+tM/AYNGlSlrMYknYMGDQJg9uzZFccsFgsfffQRoaGhXHTRRQ1+phDnu6bO\nXq9rQEswMAT4G/BVU8qwkVuBtsA/rN+X/7SrbTuKdCBUKeWlta45+AlQSrWivMnrtGgwBuLn5OQ0\nPeJqCoqMUNwVdnl+de77luG7+UMAyiL6UtD3QXBAuQ2Rn59f5at9+ON++Uv4Ln8Az5JTvO7xHneU\nPk5xYQE5OQ78A6CZcEydi8rOVudaa5588gmWLl3KVVddRWpqKu+//36VayZMmADAgw8+yMKFC7n0\n0ku5//77ycvLY+bMmcTGxjJmzJgqP1s+++wzjhw5QkGB0dPx448/VrRaTpgwoWKtzylTpvDiiy9y\n8cUXc/PNN2M2m5k7dy4pKSm8//779fp5Vd+yrrjiCv7880+mTp1ao+W0ZcuWXHbZZWct67vvvmPn\nTuOP6dLSUrZs2cK0adMAGDlyJN27dyc/P59+/foxePBgXn75ZdLS0ujevTvLly9n3bp1vPXWWxQX\nF9c6PlY0jvxscbzKvQGOopqy2K1SykLVWeoVpwAzxmSeB7XWJxpdSBMppboAm4BdwCVaa7NS6hKM\nSUQTtNYLq13/PDANCNFa17qhr1LqOeDZ2s7NnDmzysLLtvLpARMbM00EeWie72vfVjbf4mMM3fMM\nHpZCStz8+KnLCxR62nYNvHNNn+R3aJ9ljNx4pvRO2nYfRkQz3elTuBCVh5vbAevrIEoVAmUozKDK\nMH7Mmnn00VS2b6t7gttXX53+2//w4cN8+OGHJCUl4e7uTt++fbnzzjsJDg6ucs/TTz/Nrl27an3e\nCy+8QFxcXMX3a9euZdmyZaSlpVFaWkpUVBSjR49m4MCB9fqY9S1r9Oi6V8yIjY2tMaGoNjNmzGDN\nmjW1nnvwwQe5/PLTPTqFhYXMnz+f9evXk5ubS9u2bbnxxhu59NJLz1qOEM3d4cOH+dvf/gbQXWtd\n+/+ANtbUpHMoNZNODWQBh7TWTm0aU0q1AdYDHkB/rXWa9Xhf4DfgNq313Gr3vAb8H+DdiJbOr9es\nWUOfPn1s+0GAp7/Zyzc7MokI8mLF5HibP7+CuQS/z8fglrEVgILrPqDsgivtV14T5Ofnk5CQQHx8\nPH5+dl67tCgbtw8vx6/oKIXak0M3fE1Ep+72LbMZcmidn4fKyk6Rm5tITu5v5Ob+TmHhH01+psnk\njY9PZ/z8uhLgfxHBwUMxmWQ88pnIv3PHkzp3vMTERIYNGwYOTDqbuvf6TzaKw+aUUkHAdxhd/ZeU\nJ5xW5d3qtQ0qCgdO1pVwAmitM4HMauUBxpIjgYGBTYi8dspk/Kfy8nC3y/MrrJwG1oSTfvfh26fh\n47wczc/Pz751AhAYyE+9XmbIhrvwUSV0/PVJvOJWg9v5+cvbIXV+nrBYyjh6dClHUuaQm1v7z32t\n3QgM6ImffyQm5YkyeWIyeVjfe2AyeWJS7hQVpZOTu5O8vN1YLMXW5xeRn7+d/PztZGZ+jpdna9q1\nm0hExE14eoY68qOec+TfueNJnTtOU5Ysa6ymjuk0A5O01gvqOD8BWKC1dmtKOY2Iyxv4BugMDNda\n7658XmudqpQ6BtQ2FTse2Gr/KBum8pJJdnP8D9gwy3gf3hNGPG+/ss5B6aEX8775au51X45X5jZY\n+xpc9rSzwxLnKIullIyMr0k+9F8KCw9XOaeUB0GBvQgJ6Y+nZxy//36S+IuvrPcvY4uljPyC/eTm\n7CQ3d2eVRLS45CgH/nyTg8mzaNNmNO3b3YG/f2d7fEQhhKiiqUsmnS0DcqP2MZ92o5RyAz4HBgDX\na6031HHpYuB2pVR7rfUR672XYySq/3ZIsA1Qvu+6mz2TzrWvgrYACkb/D9ydvvBAs1JmtvBm2XiG\nmLbT1XQEfnkDYkZAezsOdxAux0g2l3Aw+W2Kik7PIvf0bEVE+BhCQgYQFNQHNzejFcKYiFP7GMS6\nmEzuBPh3IcC/CzDWWm4xGUe/4ciRj8jL24PFUkxa2uekpX1OaMhg2kfeSYvQISh1/k2QE0I4hi3W\n6aw1qVRKBQJXYl2myIHeBK7DaOkMVUpNrHxSaz3P+vYlYBywRik1A2NHov8DdgAfOS7c+gn0Nv5T\n5RaV2aeAzD2wY5HxvvuN0Lpxa+i5slKzpgQPHiqdzArff6CC2oPJ3kvdCldhsZSQnr6Y5EP/o6go\nteK4l1cbOnS4l4jwCbi52e8PPZPJi4jwsYS3GcOpU5s4fOQjjh9fDWhOZq3jZNY6AgN7EdvtTXx9\no+wWhxDi/NXg35hKqWc5vfSQBuYppebVdTkws5GxNVb5CsfXWl/VzQPQWh9RSl2KsYPRK5zee/3R\nM43ndJZWgcZuOJm5RWitK8aQ2szaVwANygSXPnnWy89HZRZjiMNeHUnRuE/x6TQAPGXAuzi7vPw/\n2LFjMgUFByqOeXm1IarD/UREjMNkclyvglKKkJD+hIT0p6AgmSMpn5CevgizOZ+cnK0k/HYtnWP+\nQXj4WNv/nBFCnNca00yTALyNkVA+APwA7Kt2jQbygd+BL5sSYENprYc24NpdGK2xzV6rAOOXUqlZ\nk1VQSqifp+0efnQX7FpivI8bBy1lfFdtyneFAlDRw8DDoUOVxTnq6NFlJO35O2azsQalt1cEHaLu\nJyJ8jEOTzdr4+kZxYed/0KnjQxxMnsmRIx9hNheQtOdJjp/4ia5dXsTDI8SpMQohXEeDk06t9XcY\ns8JRSvkB72itN9k6MFFVa2tLJ8DRnCLbJp0/vWx8VW5w6RO2e66Lyco3dlzxdDfh6cidocQ5yWIp\nYf/+VzmSMsd6RNEx6kGiou7HZLLh/7824OERSOeYZ2gReim7kx6npCSTY8dWkJO9hW7dXic0dJCz\nQxRCuIAm/ebUWt8pCadjtAo83SKSmWvD3v/0bZD0jfG+503QItp2z3YxySeMlqrIUF9M9pzQJc55\nRcUZJG65tSLhdHcPplfP2XTqNLXZJZyVtWhxCf3il9Oy5RUAFJccZcvW2/jjj5cqlmASQojGalBL\np1LqNuvbuVprXen7M9Jaf9LgyEQVrQOqtnTazE+vGF+VGwz5P9s91wUdtiadHUJlKyJRt6ysjezY\n+TdKS42N2AICuhPX/b/4+LRzcmT14+kZSlz3t0lLX8i+fS9gsRRy+MhsTmUn0rvXR7i7Bzg7RCHE\nOaqh3etzMMZrfoYx8WZOPe7RgCSdTVSlpdNWSWfGDtj7rfG+960Q2tE2z3VBWmsOnTT2BI5sUUfS\nWVoIHo5fbFc0Hykp89j3x/NobWxVGxExgc4xz9p1Vro9KKVoGzGBkOB4du56mNzcHeTkbGHrtrvp\n3esj3NzkDy8hRMM1tHu9I9BJa11S6fuzvTrZJtTzm7eHW8WySTbrXt9eadv5Sx61zTNdVGZuMUWl\nxuz1qBbVZqwnr4NPRsNr0VDk1J1fhROlZ3zF3n3PorUZk8mTrl1epWuXl865hLMyX9+O9L1oIWFh\nwwHIzt7Mtu33YDbbsLdFCHHeaFBLp9b60Jm+F/bVKtCbnKI823Svaw27vjLeRw6AkKimP9OJtNbs\nzdrLH1l/kFOSQ05JDrklueQUV3pfkoObciMyMJKowCiigqLoGNiRqKAo/DzOvPTRIWvXOtTS0llW\nBH9aF+/e/wN0H2PrjyeauRMn15GUZEzCc3cPoHevTwgM7OHkqGzDZPIkrvtMtm2/l5MnfyErawM7\ndj5Aj7j/OX32vRDi3NLUbTD/BB7SWi+t4/w1wEyttbR22kDrQC/2Z+aRnm2DpDM1EbKtW+/F3tD0\n5zlBbkkuO0t2suH3DWw6tonjhfXbhyDpZFKNYy19WhIVFEX3Ft25NvpaYkJiqpxPPpFf8b5GS2fU\nEPAKhOIc2LNcks7zTG7uLnbseACty1DKkx5x77hMwlnOZPKiR9z/2LrtLk6d2sSJE2vZuXMq3bv/\nB5PJw9nhCSHOEU3dTiUKYyefuvgDHZpYhrCKaRXA+v0n2JORS0mZBU/3Jiw+sKt8+VQFXa+zSXz2\nVt6auS51Hb+k/MK2Y9swazMcrv16X3dfAr0CCfAMINAzkEDPQErMJSTnJJOWl4autJnWscJjHCs8\nxm8Zv/HRro+IbRHL6AtGM7LjSIK8giomEZkUtA2uNm7T3dPYDnPnYti3EsqKZQvR80Rh4RG2bvsL\nZnM+oIjt9gYhIf2dHZZduLn50LPH+2zddgfZ2YkcO/4Du3c/RmzsvzB2HxZCiDOz2zaYVhcDp2xQ\nhgB6RwYz51coKbOQlJ5Dz/bBjXtQ5a71DgMhMNx2QdrJpvRNzEycyfbj22uc83bzpn94fwa3HUzf\nNn0J8Q4hwDMAjzO0wBSVFXE49zDJ2ckk5ySTnJ3MgewD7D6xG4BdJ3ax68QuXv/tdS6LvIzUY7FA\nCyKC/WpP9ruMMpLOklxI/gUuGG6rjy6aqZKSk2zddiclJUYLe0zM07RuPcrJUdmXu7sfvXp+SOKW\nSeTm7uBo5jJMbt507fKK7F4khDirxmyDORWYav1WA28ppabXcmkQEAwsaHx4orJelZLMrUdONT7p\nTNkMOSnG+2betb792HZmbpnJpvSqy8F2DOpIfFg8Phk+3Hb5bbQMadmg53q7e9M5pDOdQ6ruvnQk\n9whLDyxl6f6lpOWnUWIpYUXyCmAFfhcE4me6GrPlUtxM1Vp2LhgBJg+wlBpd7JJ0ujSzuZBt2++h\noOAgAJGRfyWy/Z1OjsoxjDGrc0jccit5eXtIT19ESHA84eEyrEQIcWaN6Z/NBHZZXwpIrfR9+Wsn\nsBJ4ArjXJpEKIkN9K3Yi2nI4q/EPKt/yshl3rf+R9QdTf5zKrd/eWpFw+rj78Ne4v/Ldjd+xdPRS\n/tbjb1zgcQFeNpwd3D6gPZN7Tea7Md/xwRUfcE2na/ByM9ZINXnkkOb2Gbd+eytJJ6qNC/UOhI5D\njPd7vgXrPu3CNSUlPUlOzhYA2rS+nguiH3dyRI7l4RFM714f4+lp/LG3d9/zFBWlOTkqIURz15ht\nMD8FPgVQSq0BXtRar7Z1YKImpRS92wezek8mW440ctSCxQK7rV3rUYMhoLXtArSBlNwU/rv1vyz/\nc3nFmEsPkwfjLxzP3XF3E+YT5pA4TMpEv/B+9Avvx6Ut7uHBpXPwbPETJs+T7Dqxi5uX38zErhN5\noNcD+HpYZ7N3GQUHVkNeBqQlQru+DolVONaxY6s4mrkMgJCQgXTt+gpKnX/bonp6htG1y8ts2343\nZnMeu5Mep3evT87LuhBC1E9Tt8EcJgmnY/WONLrUD50o4EReI9brTPkNclKN97GjbRhZ0606tIox\nS8ew7M9laDQmZWL0BaNZdsMynox/0mEJZ3VbDhVReiqewoMPM6nrX3BX7pi1mY93f8zor0fzc8rP\nxoUXXn36pj3LnBKrsK+yslz27nsWAHf3QGK7/atZb2tpb2Fhw4iImABAVtYGUlJkHxAhRN1s8iep\nUspDKRWnlBqslBpS/WWLMoShV/uQivfbUhrR2nnw59Pvu1xrg4iazmwxMyNxBg//9DAFZcYs8REd\nRrDk+iW8MOgFIvwjnBrfr/uN7QzjIsJ4PP5hFl67kF4tewGQnp/O5NWTefSnRznu4QFtra2be751\nVrjCjg4ceJPi4gwAYi74O15eDRtL7IpiLngKb+/2AOw/8Br5+QecHJEQorlqUtKplDIppV4FTgJb\ngbXAmlpewkZ6tA+ifJLolsONSDrTtxpfgzs0i6717OJsJq+ezAc7PgDA38Of/1z2H/419F90CnL+\n8q7ZBaXsTMsGYOAFRktrTEgMH4/8mGn9pxHgYexDvfLQSiYsm8CBToOMG4/vhZMHnRKzsI/s7ERS\nUucBEBzcj/DwcU6OqHlwd/enW7fXAYXFUszu3Y9hsZQ5OywhRDPU1JbOp4D/A+YBt2FMLHoSuA/Y\nDmwDrmxiGaKSQG8PYloZS6M2LuncZnwN72nDqBpn78m93LTsJtanrQegU1AnPh31KUPbD3VuYJVs\nPHgCbV0UbGB0i4rjJmVi/IXj+Xr011wZZfwTzyzI5PaMlWzzsna3ZtRc3kmcmyyWEpL2PAVo6xaX\n02WJoEpCgi8mMvIuAHJyt3Po0P+cHJEQojlqatJ5B7BQa30/sMJ67Het9ftAP4wllS5rYhmimt7W\nLvbfD2VRUNKAFoX8E5B9xHjv5KTzu4PfMem7SaTkGUs3DY8czoJRC4gKinJqXNVtOGB0rXu4Kfp2\nCK1xvqVvS14f8jpT+xiriGWX5fPXNq1Y5+MNR3c7NFZhP4cOvUt+/h8AdIx6EF/fjk6OqPnp1PER\n/PyMnbwOJs8iz1pfQghRrqlJZzvgR+v78lkt3gBa6xKMFtBJTSxDVDOim9EtXlhqZnVSZv1vzNh2\n+n1ELxtHVX8f7PiAx39+nMKyQhSKqX2m8q+h/zrr/ufOsH6/sfB378gQfDxr33VFKcXdcXfz3IDn\nMCkThSYTD7Zuybfp6xwZqrCT/PwDHEx+GwA/v85ERt7t5IiaJzc3L7p1ewMwoXUZyQdnOTskIUQz\n09Sk8wTWbTC11nlADlB9IF5I9ZtE01zSOYxAb2O1q6XbGrA2XnqlpLONc1o6F+9bzIzEGQAEegby\n9vC3uTvu7mbZVZmZW8QfmXlA1a71uozpPIY3L30TDxRlSvFkyWEWJMneCOcyrS3s2fM0xt/Qiq5d\nXj6vZ6ufTWBAd1q3vgaAo5nLyc//08kRCSGak6YmnVswtrostwZ4SCk1SCl1CfA3jHGdwoa83N24\nqnsbANbuPUZ2YWn9bixPOgPbgr/jZ92uPbKWFza+AECQVxBzR85lcNvBDo+jviq3Ig+Mrt9yTcM7\nDOedsEvxs1jQCl5OeJn/bv0vWp9pt1jRXJWV5VI+c69du0kEBTmvh+BcEdXhfus7TfKht50aixCi\neWlq0vke4KWUKt8S5mmMrS9/xpjJHgg82sQyRC2u7WksI1RitrByV0b9bnLiJKLtx7bz2NrHMGsz\n3m7ezLpsFp2CnT87/Uw+/80Y/9o60Is+kfXfcjS+w1A+TD9KqNkMwDvb3mH2ztl2iVHYl4dHEH16\nz6db19eI7iQ/yurD378zLVteBcDRo0spLDzs5IiEEM1FUxeHX6q1vlFrXWz9fjcQDdwIXAfEaK03\nNj1MUd2ATi1oYd0S85vt6We/oSgbTlq7uhycdCZnJzNl9RSKzEWYlInXhrxGr1bNu8VoT0YOW627\nPo27qD3ubg34X6VVLN1KSvk47SgRHoFE+EVwbafmsSaqaDilTISHj8Hd3d/ZoZwzOkZNBkBrM8nJ\nMpNdCGFo8DaYZ6O1zga+BlBKDVRKDdVav2Trcs537m4mro4LZ+7GQ6zff5wTecW08D/DHuTplZbv\ncWDSebzwOPetuo+sYmOv+Gf6P8OwyGEOK7+xyls5Acb3bd+wm1tEg5snUWUlzA3qR+ElU2nt5/w1\nUYVjWCwWTpw4QWpqKhkZGZSUlNR5rVKKsLAwIiIiCA8Px9PTNcaLBgR0Iyzsco4fX016xhI6dnwQ\nb2/nbvIghHA+myed1QwDngck6bSDa3tGMHfjIcwWzbc7M5jUv0PdF2ennH7fIsb+wQH5pfk8sOoB\nUvOMbTfv63kf4zo3/wW1i8vMLNlixDzoghZEtvBt2APcPCDsQji6g1YnDkDgGf67iHOa1pqsrCzS\n0tJIS0sjNTWV9PT0MyaadVFK0bJlSyIiImjbti0RERG0bn3u/rHSMWoKx4+vRutSkg+9S5cL/+ns\nkOBaWq4AACAASURBVIQQTmbvpFPYUd8OIYQHeZOeXcQ329LOnHQWZp1+71tzvUl7mL5xOkknkwC4\nMeZGHuj5gEPKbaqVu45yquD/2Tvz8Kiq849/zmyZyb4nJBAIYQub7KuyiiCIqHWrW9W6tW61Wn+2\ntdXu1Wqr1lqtS1GpCuKuoICgyL7vgUAIkJB9n8nsc8/vjzvZIIQkM1mQ+3meeXIz98w5Z05uZr73\nPe+iBmddNzatfZ0kZkLxXijTchV+H3E4HOzcuZNt27ZRUVFxxnZ6vZ7Q0DPftHg8HpxOJ6AK2JKS\nEkpKSti1S60cZjQaGTRoEB5PK4MFuxGRkcOJjb2IiorvKCxcQnqfnxIScu6KaA0NjcDRROc5jE4n\nuGx4D179LpctuRUcKbHSLzGi+caOui9GAeaoDp/b2vy1fHb0MwAm9pjIbyb8plumRWqOuq31KIuR\nSwa380syzJ8dwFkdpFlpdAeKiorYsmULe/bswettWphBp9ORmJjYxFKZmJiIXt98fldQhWZ1dXUT\nS2lBQQEul5r22OPxsHfvXgCsViuTJk1i0KBBLfbZnUjvcx8VFd+hKG5OFiymb/oDXT0lDQ2NLkQT\nnec4149L47V1uUgJL64+wnPXj2y+od0vOi3RoOvYLyyb28bvN/4eUGup/37y7zHozo1LLa/Czjp/\nQvgrR6ZiNrZzrUL84t9tA8XXZM0LbYX8ffvfuW7gdYxJHhPolDWCTP7Jdygp/oL4+Jn07HkTiqIj\nKyuLrVu3cuJE00jsuLg4Ro0aRVpaGsnJyRiNxjaNJYQgOjqa6OhoBg8eDKg+oRUVFRQUFLBv3z6y\ns7MBOHnyJO+//z4RERGMGTOGUaNGERFxhpvMbkJ09BjCwzOx2bIoKVmmiU4NjfOcc0MJdBD+VE+/\nR62aFINaL/5xKeXKLp1YG8hICOey4Sl8truAT3cX8MDM/vRNaCbKtm573dLxW+vP7XiOYnsxAD8f\n83OSw5I7fMxgsWRbQwDRdWPbGEDUmJBGYsBtq7cuO7wOrvn8Gqpd1RyvOc67895F38E3ARpto7R0\nBZVVm7A7jlFdPZYVK1ZgtVrrzwshGDBgAOPGjSM9PR2dLtDMc03R6XTEx8cTHx/P8OHDycvL47PP\nPqO6uhqXy4XVamXNmjV8++23jBkzhpkzZxIS0kIQYReTmHgpNlsWtbWHsdUeJjysc3zKNTQ0uh9t\nFp1CiBfa0Ly7m3EWAlcDzwGHUWvJLxNCTJdSnjM1DO+f0Y/PdhegSPjXmhyevbaZ6PS67XVLxxaI\n2lq0lcWHFgMwLnkcV/e/ukPHCyY1Tg+LNh0H4IKeUWT2iGx/Z41Fp8taLzotBgs3DLqBf+/+N1kV\nWXyS8wlX9b8qkGlrBBGv10plpZrlraoyjVUrP6g/Z7FYGDVqFGPGjCEmpvMKrUVFRZGamsp1113H\n8ePH2bJlC0VFRSiKwpYtW8jOzmb+/PlkZGR02pzaQlLiXI4e/TsAJSXLCU/XRKeGxvlKeyyd97Wx\nfbcsxSKEGAdcD/xCSvmM/7m3gH3A08CkLpxemxiQFMGlQ5NZvq+Ij3ed5MGZ/U+PuK7bXu/AICKn\n18mTG54EwKw38+TEJ88ZP06Al7/JodIfQHT31AC/wE8VnY24dcitfHD4A0rsJTy/43ku6X0J4SYt\nB2R3oLz8O6RUr4GcHPVvEhoaysyZMxk+fHibt8+DidFoZNSoUYwcOZK8vDxWrVrFiRMnqKqq4u23\n32bUqFFccsklmM3mLptjc4SGpmtb7BoaGkA7ksNLKXVtfHTXvcOrAR9qVSUApJRO4HVgohAigL3V\nzue+Gf0A8CmSl745cnoDh5rovCO311/a9RInrKrP230j76NX5LmzhIXVDl5flwvAyLRoLh0aoEtA\nSCMr6SmiM9QYykOjHwKgwlnBf/b+B42up6qqii1bXwPA5zNQVZXM0KFDuffeexk9enSXCs7GCCFI\nS0vj1ltvZe7cufXz2rFjB//617/qfUC7E0mJcwHqt9g1NDTOT85nn86RQLaUsuaU57f4f44A8mgG\nIUQicGrx8gxQU6nU1JzaZcfTK1wwfUAca7LLWbo9n1vHJZMS1WDxiLCXIwCXPgxXB8wvqzKLN/e/\nCcDgmMFc3vPyDl+H2traJj8D4akvsnF5FQAenJrWxIevPeh9OsL8x7WVRfiimq7FRXEXMSRmCPsr\n97PowCLm9JhDz/CeAY3ZGQRzzbsLUkr27t3L2rXfMGq0muKrpqYX8+dfSb9+/fD5fF3yP11HS2s+\naNAgevTowcqVKzlx4gRWq5V33nmHzMxMpk2bhsVi6ezpNkto6EXAswDk5X1MasrdXTuhs/B9vM67\nO9qadz4Oh6PTxzyfRWcPoLn6kXXPtVQ+46fAE82d2Lt3L9XVXZMmZ3QIrMGAV5H8Yelmru2riiih\neLnco/4jHy2qJHvNmqCP/YbtDRQU9OiZ6Z3J2m/WBn2MM7Fly5azN2qBglr4ZI8eEAyLUag+soM1\nzRiL20KEI58Z/uMDOzZTkHu6l8lF3ovYz348iocnv3mSG8NuDGzQTiTQNe8uSCnJy8ujvLycyMhi\njEY1qXuIaSx5eXnk5TV739kltLTmsbHqDkZ+fj6KopCVlcXRo0fp169ft6lyZAlNRa8/SV7ex2Qf\nGtDV02kV35fr/FxCW/PO49RsHJ3B+Sw6LYCrmeedjc6fiZeA9095LgP4ZNiwYYwaNSoI02sfm+37\n+C6nks2len511Th6xVjA44Dd6vn0jAGkjgtuGcqsyiyOfqPWdb8q4yquH359UPs/E7W1tWzZsoVx\n48YRFhZ29hecgZ8u3oekEr2AP14zlvT4pv6wUkpkTQ3eoiJ8hUX4CgvwFhbhKyrCV1KCMBrQRUWp\nj8hI9adJUpNnxhCiMHhKCgPHNL/mx7Yd48u8L8nyZBE5NJLRCaPb/T46g2CteXfA5/OxfPlyysvL\nAUjuUew/I5g06W6Mxs4ponA22rLmVquVVatWkZubi8vl4sSJE/zgBz+oF6VdSUHhUU6efBG9vogJ\nE9KwWLpn4BN8v67zcwVtzTufHTt2dPqY57PodADN5RkxNzrfLFLKEqCk8XN1ATMWi4XIyACingPk\n57Mz+e6lDXgVye++PMp7d05AJyIAAUjMOh/mIM/v3e3vAmDQGbhr5F1EhnXu+w8LC2v3mq8/Usa6\nHDWd1PXj0rigr+rL6T5+HOvKlVhXfY0rOxvFbm9z31WoX/Ri7UtYRm8lbNIkwiZNwjxkMMKfZueR\n8Y/wbeG3OLwO/rn/nyy5bMk5kdM0kDXvDrjdbhYvXkxOTg4AiYmJ9O5djdMJUVEjiYvr07UTbIbW\nrHlkZCQ333wzX331FZs3b8ZqtbJkyRJuuukmUlK6tva5wXAFJ0++CIDdsYGkpDPkFO5GnOvX+bmI\ntuadR1e43wQ3wdy5RSHqFvup1D1X0IlzCRoj02K4aYJaunFLbgULNxwDIcDkv3N0t108tcTRqqN8\nfeJrAC7re9k5lZNTUSR/Wa768IUaddzbW1L6zxc5evkCcmbPoeSZZ3Hs2tWs4BRmM6b0dMImTSR0\n3DhCBgzAkJSEaCZfovQq2DdvpvQf/+DYNddweOIk8h96iMr33yfWBj8e+mMADlceZnnu8o590xrY\n7XbeeuutesHZs2dPrr9+Gk7nMQDi4y/uwtkFjk6nY86cOUyfrlrX7XY7CxcuJDc3t0vnFRqajsWi\nluqtqdndpXPR0NDoGrq/SaXj2AVMF0JEnhJMNL7R+XOSX16aydrsMk5U2Hn6q4NMG5hAX1OYmqTc\nbQvqWK/vex0AgeD2obcHte+O5o31uZRl53L7sY3MrTpE9funu/ia+vQhbNIkjD17YkxJwZiagjEl\nBX1s7BnTQSkOB74jW/G9diXuWgP28LnUHizCfewYAL7qaqzLv8S6/EvQ65k7dw5r0qLYH1nNewff\nY37G/I582+c1NTU1LFq0iJISdaMiIyOD6667jqKit+vbxMfPONPLzxmEEEydOhWLxcKyZctwu90s\nWrSIa665hkGDBnXZvCIjhuFwHKemZm+XzUFDQ6PrCEh0CiEMQGgzEeB15yMBu5TS29z5LmYp8Ahw\nF1CXpzMEuA3YLKXsPhEEbSQsxMDfrh7O9a9uwulReOT93XxgDEUAeIJn6SywFbDs6DIALu59MelR\n6UHru6PZuesIVX/5C6/mbsIglSbnQgZnEjlrFhGzZmHKyGhzrlGdxYIu0oAxxos5xkvkzbdAxnQ8\nJ09i27CB2g0bsG/YiK+6Gnw+bJ99wRPA5gGCjybt5sCEAwyOGxzEd6sBUF5ezttvv01VlZo+bMiQ\nIVx55ZUYDAZqrKoIMpkSCQvt15XTDCrjxo3DYrHw0Ucf4fP5WLx4MQsWLGDEiBFdMp+IyGEUl3yO\n212Cy1VMSEhSl8xDQ0OjawjU0vkCMAUYeobz64HVwIMBjhN0pJSbhRDvA3/xp0A6AvwI6AP8uCvn\nFgzG943jtknpvLE+lx0nqiiPMxAPQd1eX7h/IV7//cSPh50bS+azWil4+VXEm28yz+uuf94yciQR\ns2YRMetiTL2CkF/U2SiDgb8akTE1lZhrriHmmmuQioJzzx7K33wT65dfgZSMz5aMz/ZRuPVe+jz2\nNJYxY86p5PrdGZfLxX//+19sNtXSP2bMGObOnVtfwtJmOwRAePjA792aDxs2DLPZzOLFi/F6vXzy\nySdERER0SQWjyIhh9cc1NXtJSNBEp4bG+USgPp1zUC2GZ2IpMDfAMTqSW1BLYN6MKqCNwGVSys7L\n99OBPDpnIH3jVV/OE3VpJz3ByYFW7ijnw8MfAjCxx0SGxA0JSr8dheJ0Uv76Gxy5eBa2118lxC84\nq4aMos/SpfR59x3ibr8tOIITmhWdjRE6HZYRI+j5j3/Qd9kXRF11FT6dKnZ67C/i+M23cPzGm7Ct\n/V5cil1OSEgIU6ZMAWDKlCnMmzevXnAqihu7Xc2+EB4+sMvm2JH079+fW265BYPBgJSS999/n4qK\nik6fR0TEYNSgRqix7un08TU0NLqWQEVnCnCyhfMFQGqAY3QYUkqnlPIXUsoeUkqzlHKclPKrrp5X\nsDAb9Txz7QXoBNikGpSvuIIjOt89+C4un5px6o5hdwSlz46iZtkycuZcSsnf/obiz6F6MKYXS294\njAlLF2EZ2gGCuYnojG6xaUh6Oil//hPWRX9l+WiB27//4Nixg8r/vRP8uZ2njBs3jjvuuIMZM2Y0\nsWba7bnUeQCFh3Wdv2NHk5aWxoIFCwBwOp289957uN3us7wquBgMEYSG9gXAqvl1amicdwQqOsuB\nlkwDmUDXlfLQYFRaDHdNycDhzw5VVFaOopyeqLwtSCn54ugXAAyOG8zY5LEBz7MjUFwuCp94kpM/\nfxhvUREAeRGJ/GHcj3h2wf/xwCM3dNxWahPR2br0H+NHXsaqH/Th3p/qWTMtBl1YGHF3d+/KLeca\nPXueXvXJZjtYf/x9tXTWMWzYMCZNmgRASUkJn3zyCVIG9nnQViIj1S32Guu+Th9bQ0OjawlUdH4J\n3C2EOC3hmhBiFGqQjpYDpot5aFZ/QkLDAfA4bPz+8wMBfdgfrDhIvi0fgLnpc7ulD5w7P5/jP7yB\nqsWLARDR0fx38o3cM/1htvYazos3jiYqtANradeJTmMY6Fs3jk7ouHbAtVSHCf490Ur1kmcJHdX9\ncxme69T5cwqhJyys+yYsDxYzZ86kb1/V2rh//37Wr1/fqePX+XV6PBU4nedkZjoNDY12Eqjo/A2q\nJXOLEOIDIcTv/Y8Pgc1Atb+NRhcSYtAzYahqwUkSlby14SjPrTrc7v5WHl9Zf3xJ70sCnl+wsa5e\nQ+5VP8B54AAApgsu4JkfPM6ShJEoOj2/vDSTEb1a3vIOGKcaId2cP2dLXNHvCkw6tWzh4rxPm23j\ns9lwd0H5snOJttxU2WpV0WmxpKPTNVcv4vuFXq/n6quvJjpa/R9YtWoVhw+3//OgrURENgQTWa3a\nFruGxvlEQKJTSlkAjAHeAWYCj/sfM4D/AWOllPmBTlIjcMwpagoes/DQS5Tw/NeHeWNd25NFSylZ\ncXwFAMPih9EjvLn8+l2D9HopefZZ8n/6U5Qa1asj7IabeHTyT1ilVjpkzpBkbpvcp+MnY/cHabRR\ndEabo5mTPgeA1SdWU+2qbnJecTjIu+cejt14I65OFArnEoqisHDhQtatW4fXe/ZsbQ2R6+dGPfBg\nEBoayvXXX4/RqFrhP/jgg/pyoB1NRHhDMFFj1wYNDY3vPwFXJJJSFkopfwTEAMn+R4yU8la/KNXo\nDiRk1h+Otqg1pn//+QE+2N62e4LsymyO1xwHupeV01tWxolbb6P81dcA0IWFEfX0s9wTNYXtBWqa\nnIszE3nu+hGd4w5QolpZiWv7du28vvMA8Eovmwo3NTlnXbECx7bt+ErLOH7zLfXWXI0Gtm3bxvHj\nx1m1ahVbt25tto1UJIrDi7O0BJdLLQoQFvr99uc8leTk5CaBRR9//HGn+Fjq9RaMxhgA3O6yDh9P\nQ0Oj+xC0ikRS/bQqOWtDja4hocGK839jYOVmA1aXl0c/2EOE2cAlQ1pXvrLOyglqQvjugK+iguP3\n3ofbX9YwZOBALH96ih+tLCK7WLV4zhvWg39cNwKToRMqvzproPKYepw8rMWmzTE6aTRmvRmnz8mG\ngg3M7jO7/lzUggV4ikso/fvf8VVVcfxHt5L26n+wdFGy7+6GzWZj9erVAERFRDLIk0L5O1n4qt0o\nTi/S6VN/unwAOKIO19cgc32iUOTdij7GjD46BEPdz1gzpp4RCOP3r2rw0KFDycvLY/PmzeTl5bF7\n9+5OSRxvMsXh8VTg9nSOdVVDQ6N70CbRKYT4LSCBP0kpFf/vZ0NKKf/QrtlpBA9LDIQng62IJOcx\n3rjtHm5+fTNOj8J97+7kjwuGcu3YlnNUSilZcUwVnYPjBtMz4vRI4M5GZ7dTdt/9eP2CM3L+fHj4\nMW5YtIfcMjU91FUjU3n66uEY9J0kGor3NxwnnaluwpkJ0YcwJnkM606uY/3J9Ugpm1hn4++6E53Z\nTPGf/4xitXLi9h/T65WXCR3bPbMIdAbSq+A+aWP58s9wOp0AjCvvQ+2yln1ffaaGsrBGRzTeGife\ncudp7YRJh7l/DObBcZgHxaIP68AgtE5mxowZHDhwAKvVyooVKxg4cCAWi6VDxzQaYwFwuzXRqaFx\nPtFWS+eTqKLzKcDt//1sSEATnd2BhIFgK4LSg4ztE8u/bxzNnW9tw+1VePSDPWw5VsEfFgzFYtI3\n+/KcqhyO1RwDusfWumK10vO11/GeVFPFRl15Jd6Hf8UNr28hv9IBwA/H9eJPVwxDp+vECPvifQ3H\n7bB0AkxOmcy6k+sothdztPooGdFNt+ljb7kZYQ6h6IknUex2Ttx5Fz3/9SLhkycHMvNzCikl7txq\nbBsKcB6qpNBbwf4Q1c81zRdPbyUBAF24EWNiKMJsQGfWozMbEBb12KvPAb/GDB/ZB2NFPN5KJ74q\nF4rN0zCWW8GxvxzH/nIQYOodiWVwHObMWIwJoZ3+3oNJSEgIs2fPZunSpdjtdlavXs28efM6dEyT\nKQ5QI9g1NDTOH9okOqWUupZ+1+jmJGZC7rdQmg2KwvRBibz143E88O4uymwulm7PZ29+Nf+6cRT9\nEsNPe3njrfVZvWd15sxPw2erpezBn2H2C86IuXPZes09PPHSBqrsqli4dVIfnpg/uPNTOhX5K62E\nREF0Wru6mJQ6CfzuiOtOrjtNdALEXHstOrOZgl/+Cul0kn/PT0h9/nkiZkxv78zPCaTHh31XKbb1\nBXiKVGu2gsIGkxoQpEfH9IETiRmYiik9CkOc+YzXQFW+DrLV49iZgzGZ4puM461y4SmsxZlVgfNQ\nBYrdCxLcx2pwH6uhelkuxuRQIqb1wjI8AdGZNzdBZMiQIWzfvp3c3Fy2bdvGyJEjSUlJ6bDxTEZV\ndGqWTg2N8wtNNJ5PJPgDJbwOqFKDgSZlxLPsgQsZn65udx0qtrLgxXV8suv0QlN1QS0DYgaQFtk+\nMRUMFLudvHvuxrNPtSjqLprKH4ddw4NL9tYLznumZnSN4AQo8ls6k4dCO8dPj0ynR5iaGWBDwYYz\ntou6/HJS//53MBiQHg/5DzyA1e/T+H3DW+Wi+stjFP5lC5UfHK4XnBgEh3tXUaFTt8qnTJ9K+k2j\nCRubjDHe0uI14PVa648Nhogm54RRjzEhlNDhCcReN5Aev55Awl3DCL8wFX2cub6dp8hOxXuHKP7H\nduy7SpABFl/oCoQQ9bXopZR88cUXKIrSYeMZ/ZZOr7cGRencqkgaGhpdR0CiUwjhE0Lc0ML564QQ\nvkDG0AgiCY1K/JUeqj9MjDTzvzvGc+901ZpW6/bx4Hu7ePzjvTg96p/Pq3jJKs8CYGRi1yUsV5xO\n8u69F8e27QCc7JvJD3vM58tDqsUkLszEv24YxWOXDuoawenzNkSut8Ofsw4hBJNS1Mox24u34/Se\n7mdYR+TsS+j54j8RJhN4vRQ88gtcR4+2e+zuhut4DeX/y6Lo6S1Yv8lTrY2APtJE5OzehN83mM2V\nqh9tbGxsfcWd1lAnOnU601lzdAq9IKRvNNGX9SX5kTEkPTSKyFm90YWr/p3eUsc5LT4TEhKYOHEi\nACdPnmTnzp0dNpbJ79MJ4PFUdtg4Ghoa3YtALZ1n+1bXo/p0anQHGovOkv1NThn0On4xexD/vW0s\n0f5KPYs2neCyf67js90FHKnMwelThc+QuA6oVd4KpJQU/PKX2DeqFtfcPkP4yZBbqPAbSuYN78GK\nh6Ywb3gX5g6tyIE6gdhOf846Lky9EACXz8X24u1IKXHWeqgoqCUvq4JDmwrZ8dVx1i89zIGaNGp+\n+ncKk8ZRYk5n30N/pOJYGc5azzknfk6ldnMhjr1l4De8mXpHEnvDIJL/byyR09P4ev2a+hric+fO\nrc892RrqRKdeH3GWlk0RQmBMCiNyZhrJj44lal7690J8Tp06lchItWzrqlWrsNvtHTJOnU8naFvs\nGhrnE8FImdTsJ6oQIhKYDWiJ2LoLobEQ00dN55OzBi56+LQm0wcmsuyBi7jvnR3sOFHFkRIb97+7\nk5See8H/vTw0vv0WvECoWrwY6/IvATiQ2I9fDb0Rj95ITKiRP105jLnDukGi+qJGFVaS279OiiLp\n6xrCmPzZ9Kjux459Nex1fovP09KWp4DMH9X/tumvqm+pEJAyIJorHhrV7vl0JeGTU7HvLiX0ggTC\nJ6Vg6tkgEIuKiti7V13zzMxM+vXr16a+60TnqVvrbUFn0hNxUU/CxvegdnMh1m/zUWyeevFp2lxE\n7HUDMESbz95ZF2MymZgzZw5LlizB4XCwfv16Zs0Kvv+2UROdGhrnJW0WnUKIJ4C6VEkSWCSEWHSm\n5sAL7ZybRkcwYA5sfhmObwBHpZpK6RRSoi0svnsib6zL5T9rj1Je66bcm4MJQJrYmWMifaTSeSmI\ngKx12/H98c/ogTJzFL8bfTMug4lRcQr/uHk0vZPjztpHp3Dc73+pMzRJyN8aasod5B2oIC+rgvyD\nlbjsXsYwt/68j+YFp96gw+c9sxiVkjO6GpSesBIaZSIsqvuWfzSlhpPy6/HoQk+3YG7cuBFQ3197\nxJEvCKKzjqbiswjrt3koNg/u3GqKn9tBzJX9CL0gMeBxOprMzEx69epFXl4e27dvZ8qUKYSEBPf6\nMBoaKnV5vFVB7VtDQ6P70h5L5xbgJVRB+VNgJfXxn/VIoBbYDnwYyAQ1gszAS1XRKX1weBUMv6bZ\nZka9jrunZnDzxN68s/kEL2S9hAS8jh48unQfL64+yt1T+3JxZhJJkR1jwXF5fSzfW8SStYf40du/\nI83rwYfgr2NuJDI5niem98FQuJeYZsRIl6D44ODn6nH6VDCefV2sFU72fpNP7u4yqoqb38qssBRi\njShjwfC5hEaFEOYXiXVi0WjWIyW47B6cNg/24iqO//ZPOKvseEzhWBZcQ1wzYkdKyddvZlFZVEu/\nMYkMn9aLpPTIgJYgEGq3FBHSPxpDzOnr1pzgrKmpaWLljI2NPa3N2QiGpfNUVPGZStj4ZKq/OErt\n5iKk00fFu4dwHqwkekEGOnPQ6nIEHSEEkyZNYvHixTidTnbu3MmECROCOoaUDa7+OtFN/n81NDQ6\nnDZ/8kkplwPLAYQQYcArUspNLb9Ko9uQNglCIsFVA9nLzyg66wg1GfjRpF68dKwQjwJmpTcO4ESF\nnV9/tI9ff7SPvglhTMqIY2LfeCb0jSUuvH1WEZ8iOVZey8FCKztOVPLRzpNU1Lr5+fb3SLOpxa42\nXHQlDz98LVMHJFJrs7KmsF1DdQx5m8Gmlhhl8OUtNi3Ns7Jr5QmObCtBOcXnzxxmpFdmDL0Gx7JB\nt4olh/4GwC8vu4UY8+mWaVC30C3hJizhJmKSw4h7+kGOXf9DpMOB7u1tpF+x9LTXlByzUn5SjfjO\n3lxM9uZiktIjGTatJ/1GJ6LvjOpNqCUpq784im19AYakUBJ/ckGrRNmWLVvqI6zrAmDaitenvn+D\n4fQUYYGiM+mJubI/5gGxVH6YjVLrxb6zBFduNbHXDySkT9TZO+kiBg4cSExMDJWVlWzatIlx48ah\n0wXvelCUhsC4swVwaWhofH8I6HZbSnlbsCai0UkYTNBvJuz/SLV0+jygb9nSkF2VjUdRUxH9dtZs\nbOVDeOmbHAqr1S+Oo6W1HC2tZdEmtfrLoOQIJmbEkZkcidmkx2zQYTbqMRv1WIx6zEb198JqJ1mF\nNeqjyEp2kRWHp2myg5kntjErbxsA+tFjufPl3yP0zSev73IOfKr+FDoYdNlpp6WU5GVVsHPFCfIP\nNo3YTe4bRZ/hcfTKjCWhV0R9vsfivDTwJxrIrc49o+g8FfPAgfT4wx8oeOQRlOpq8u9/gD7v3/1N\nEwAAIABJREFUvYuu0TZpYp8IrvrFaPauySNnRymKIinOraE49wAbPjjCkCmpDLkopc1b7xuXvovi\n86KW8ZZqPW+p/qyr7W0wmYjpkUpsYir6DS5ch9QtVqXWg6/KhS655Y8mt9vNtm3qddGrVy969Wq5\nmtaZ0AmTOq7iOUvL9mMZEoep12gqlmbjyq7EV+Wi9JU9REzvReTMNEQnuqm0Fp1Ox8SJE1m2bBlV\nVVUcPHiQwYMHB61/RXE1jKXv/r6uGhoawSEg0SmEuB+4TEo5+wznlwOfSin/Hcg4GkFm4FxVdLqq\nVR/EvlNbbL6/rCHSfWTScPoM6MP149LYk1/FhiPlbDxazrbjlbj9foUHi6wcLLKeqbtWIQTMjnBx\n//6PAdDHxpL+j2e6r+BUFMjyi87ekyGsIcm44lM4vLWYnSvz6i2LAEIn6DcqgRGz0kjs3fy2dnpU\nev1xbnUuo5JaHwwUddk8nHv3UvHmm7iysih/7TUS7r23YXwh6JERRY+MKGyVLvZ/d5L9353EYfVg\nr3Gz9fNcti8/xqCJPZh4RQZmf3S2VBROHtiL7NuPqMSk08bd9OFiFJ/3rPOz6MO5KOkHxIQkA2DX\n2ShJLqZsfzVJ9gwS0zPO6Iu6c+fO+nKX7bVyQsO2utdb0+4+WoM+0kT8rUOwbSygenkueCXW1Xl4\nCmuJuyGzW9Z1HzFiBKtXr8bpdLJhw4agik5fI0unXrN0amicNwTqWHQH0FIm6gPAXYAmOrsT/S4G\noVf9OrO/PKvoPFCu5p0MN4bXJ4U36nWM7h3L6N6x3D+zP06Pjx0nKtmUU86GnHJ25VXhbWWqmAiz\ngczkSDJ7RDCoRySZPSIZEGum6MYf4nKpX04pTz+NMbEbB2EU7IAaf0L9wQvqny49YWX121mU5TWI\nTUOInsGTe3DBjF5Exrdc4zo1PBWjzohH8ZBbndvmaSU+8jC1mzfjOniQ8lf+Q9T8+ZjSTk/sHx4T\nwvjL+zL60t4c2V7CntX5lJ6wovgkB9YVkLOjhMyJkurSnRzbtI4cl5MJV13H5OtuPq0voROgCAQC\nBAihU3Pki7rnBOEimosSf0CoX/QV2o+yseQTPDkNicIj4hMYMH4yAyZcSI/+A+sFqKIobNqkevTE\nxMQwaNCg0+bQWgxGVew3ThLfUQidIGJyKuaMaCreO4inyI4zq4Ky/+4j7keD0YV0Lz9Pk8nE2LFj\n+e6778jPzycvL6/dFuVTaWLp1GmWTg2N84VAP+UygH+1cP4gcGeAY2gEm9BYSJsAx9fDoeUw+88t\nVs7Jt+YD0De6LzrRvEXGbNQzKSOeSRnx/BxwuH2U17pwehScHp//4T/2qsdRFiOZPSJIjT69akz5\nwoW4Dh4EIO7OOwm/sJvXFD/wScPxoMvwenxs++IYO1acqM/TGBppYviMngy5KBVzWOuCJww6A70j\ne3Ok6ghHq9ue8F0YjST/9rccv+EGpNtN0Z/+RK+XXz6jBdFg1DNoQg8Gjk+m6Gg13733HQWHtuCs\nymbT0tombQ9v2dis6PzZoo9anJPjYAUV72Qh3apl3BpvpUhfRJSpB5WFJ/F5VSuptayU7V98zPYv\nPiYiLoEBEybRf/yFVHkVKitV94QJEyYE5Gto0HeOpbMxxuQwEn5yAWULD+DOrcZ1tJrS1/aRcNuQ\nZgOmupJx48axYcMGfD4fGzZs4LrrrgtKv4pPE50aGucjgYpON5DcwvkecIY8Lxpdy4A5quiszIXS\ng2pd9jNQ7lTz6MWb48/Y5lQsJj09TaHtmpq3spKyl1TjuKlPHxLuv69d/XQaUjZsrfcaT0GJhTVv\nb62PRtfpBKPm9Gb0pb0xGNvuHpAelc6RqiPtsnQChI4aSdQPrqL6gw+p/XYttq+/JuLii8/Y3lpe\nxs4vP+PQxu+oKS055axAZ+xN2vBxzLlzQbOvbwnbxgKqPs1R81sIiJqbTuqFqWQKNTWU4vNRVVzE\n8T07yN60nvyD+0FKrOWlbP/iE7Z/8QnOjKFgMmMOCWHkyMCqY3WmpbMxuhADCbcPofx/B3EerMCT\nZ6XklT0k/HgY+khTp86lJSIiIhg2bBi7du3i4MGDVFRUtCtLwKk0tXRq2+saGucLgToSbQJuFUKc\nlm9ECBEF3OZvo9HdGDSv4Xjbf1tsWuGsACDWEviXTWsoe/FfKDWq5Snx0UfV8o7dmaK9UHkMt2Jm\nbc1dfPTMjnrBmZAWwTW/GsP4y/u2S3AC9InsA8BJ20lcjSxEbSHx4YfRRanR0kV//jNKM5Vm7NVV\nfPPWq7z+4J1s/fSDBsEpBD0zh9F75DWERN+DKfwqio725MO/HyDvQEWr51C7pYiqT1TBKYw64m7K\nJOKink2srjq9ntiUVEbOmc91T/6Vu//9JjNuv4eeg9U69ooxBI/JbxkrzmfrR4tx2mxnGPHsGAyq\n6PT5alGUs/uhBhNh1BN3cyaWCxIA8BbbKXllN96KM5c87QrqfGallOzZsycofTbx6dRrolND43wh\nUEvn74BvgV1CiOeAuoiTocDPUC2dZ6zNrtGFxGVAxgzIWQ073oKpjzYJfqnDp/iodKpbmbHmjhed\nriNHqHzvPQBCJ04gfPq0Dh8zYHa9w0n3EFZVPYCtRF0jvVHHuPnpjJjZC12A0cl9o/sCIJEcqz7G\nwNiBbe7DEBtL4kMPUfTkk3gLCin798skPvxzAJw2G9s+/5Adyz7F42oQAykDMhk0eQoDJlxIWLQa\nNZ+7v5CVb+7DU6OnptTBpy/sYvzl6Yy+tE+Lte4dB8qp/OgwALpQA/G3D21SWehMhMfEMnL2ZYyc\nfRm1VZUs++hD9h/PU/spL2bTh4vZsfwzRs+7gtHzFhASGta2dWmUn9Pns6HTRbfp9YEi9DpirxtI\nVYie2i1F+MqdlL68m/g7hmFMbN9OQbBJSkoiKSmJ4uJisrKymDZtWsB9Nk2ZpG2va2icLwSaMmmz\nEGI+8ArwPA0lMQWQC1wupdwY2BQ1OozJP1NFp9cBm1+BGb8+rUmVqwrp/7N2hugsfvpp8PlApyPp\nscdaFDLdAmsxWWtz+KbySRT/v1NK/2im3zSI6KTgiIbk0AYPljqrc3uIvuZqqj74AOfevZQvXIhl\n7qXsz9rDts8/xFXb4K/Za/AwJl93M6mDTo9WjusVRuIkOykhg9n1ZQEel4/Nn+ZSUVDLjFsyMZhO\nt+a6jtdQ/s7BBgvnrUNaJThPJSw6hip/hoTI8HAS09IoPpKN22Fn49J32Ln8U8bMv4qRcy7DZGnd\n2jcWnV5vDUZj54pOUAOMoq/shzAbsK3Nx1fjpvTVvSTdNwJ9N6kUlZmZSXFxMcXFxUHZYvd5G643\nbXtdQ+P8IeA8HVLKlUA/YCzwQ/9jLNBPSrki0P41OpD0KZDiT8Gz5T/gOn2bsrHIiTN3bKlJ23ff\nUbv2OwCir74a88C2W/Q6Eyklm1/9jNWVP0HBgE4PU64fwBUPjQya4ASwGBsi3Nu7vQ4g9HqSn3gC\nKQTHIy28+eSjrF/8dr3gTO43gKt//Ueu+e2fmxWc9f0IGDQ5iav/bwyR8aqV6vC2Ej56dge2yqbz\n8xTXUrZwP3gV0EHsjZmEpLWv6lFNTQ0nT6oZAoaPGMGNf3yWK//vCRLTMwBw1tpY995bvHr/HWR9\nt6Y+J2hLGA0Nc/F0YjDRqQghiLq0D5GX9AZAsbope/sAitt3lld2DpmZDT7fB/0BfoFgt6v+yeaQ\nFHS67hU8paGh0XEEJTmclFKRUm6XUi7xP7bL1nzia3QtQsCFD6nHzirY8eZpTRqLzo60dEqvl+K/\nPgWALiyMhAfu77CxgoHX42PlKzvYlq1ufYcYHCz42SiGTetZn9g9WFj0DaLT6Q3M30/pmcLuSSPZ\n3zMBl9+CnZDWhyse/Q03/PFZeg8f0WrrcmxKGNc8NpbUAap1sOS4lff/upXiXFW8eatdlL2xH+lQ\nfSVjruqPZVD7r6HGYiczMxMhBH1HjeWmvzzHgkceJyGtDwBOaw3LXnyWL55/Goet5QAhQyPR6fVU\nt3tuwUAIQeSMNMIm9ADAk2+jcml2q8RzR5OYmEhMjOpikZWVFXB/tfYjAISGZQTcl4aGxrlDUESn\nEMIohBgmhLhQCDHl1EcwxmjlPGYKId4QQmQLIexCiKNCiNeEED3O0H6SEGKdv22REOIFIUTw6+F1\nZwZdBnH91eMNL4LX3eR0Z4nOysWLcefkABD/k3swxLc+Ur6zcdjcfPrcLg7vUkVKlL6Aq2+PJKV/\nx2zNhhgath8dXke7+8nZvpk3H7mXAps6b7PbwwRLDDc/9QIZo8e3y5XBHG5k/oMjGHJRCgD2ajcf\n/X0H2etPUvbGPnzVquUzcnYfwsa0lOji7NSJncjISFJSUuqfF0LQb+wEbn7qBeY9+CihUerf4dDG\n73jrF/dxfM+uM/ZpsTTkLK2tPRzQ/IJF9Py+hPRVg74ce8pwrz81g0DnI4Sot3bm5eVhtbY/2l9K\nH3a7mv4rLKxfUOanoaFxbhCQ6BRC6IQQTwEVwC7UoKI1zTw6i6eAacBHwAPAe8C1wE4hRJNvPCHE\nCOBrIBT4OfAaaiL79ztxvl2PTgeTH1SPrQWwd0mT001EZwdFr0uPh/JX/gOAsWdPYm65pUPGCQZV\nxXaWPrWdwhxVuPUwHuDqER8TPeqiDhvT3KhMoNPXdkunx+lk5asv8vHTf8BhVa2QfaLiuOhQPrGb\ntuE6fCSg+en1OqbeMJAp1w9A6ASKR8H+0RG8/gj+sIk9iJjWM6Ax7HY7x44dA2DQoEHNCmSh0zFo\n0hR+9LcXyRgzHgBbRTlL//Q4qxe+gsd9umtCSEgPDAZVpFqt+0873xUIvY7YGzPRx6l/d9faIqLL\nu34LuvEW+6FDh9rdj8ORh6KoN7dhoZro1NA4nwjU0vkr4BfAIuAW1ACix4B7gD3AbqDZEpkdxM9R\nfUn/T0r5mpTyV8BlQBJwarLHPwOVwDQp5ctSysf9beYIIS7pxDl3PcOvhQi/5Wj982pJRz/lDjVH\np07oiDJFdcjwNStW4C1RrTnxP7kHXTdNkVRyvIalT22jplS1NvY3f8uC2CcwX/xgh45rMbR/e734\n6BHe/uXP2LPqSwBMllDm3v8I8x//A3UypuKNNwKeoxCCYdN6Mv/+CxgSYSDeoH60OBNCiZ5/5nKW\nrSU7u2GbubH4aY7QqGgWPPI4s+66H2OIKtx2Lv+MRY/9jOKjTQW2EILIiCEAWG0HAppjMNGHGYm/\nZTAiRA3M6nMkHF9x+63cwSA1NZXwcHUjKJAt9lp7Tv2xZunU0Di/CFR03goskVL+BPjS/9x2KeWr\nwHjUaPYZAY7RaqSUa6WUyqnPoVpi67+phBCRwCxgkZSycfTAW4AN1Tp6/mAIgYn+mtxl2bC3wdjr\n9qkWCZPOhF7XMXXPKxf9DwB9dDSR8+adpXXXUFVs5/MXd+Oyq/6JYyI+YFbUc+j7TID0jrNyAoQ0\nymPYWtEppWTbZx/yzuMPU1mgVpRKHTSYW57+J5kXTsOUlkbEJeq9VfUXX+ApLAzKXBND9GToVYFZ\n7ZOsPFzN/nUFAfdbJ3IsFgtpzZTxPBUhBMNnzuaWp/9JjwFqmcyKk3m88/jD7F65rEnb8Ag1aKq2\n9jC+AAK1go0xKYzYH6pz1ysC+/u5+Gzus7yq49DpdPUlR3Nzc3E42ieCa2sbhH+Y5tOpoXFeEajo\n7ElD7fW6T2szgJTSjWoBPb1OXifi99EMB8oaPT0MNV3UtsZt/XPeBQRW5uRcZPSPINTvR7n8UahR\nRUidP6HT5+yQgAbH/v04du4EIPqaa9CZu1/OvtoqF5++sAuH1QPARcOyGB+2SK0cOu2xDh9fr9Nj\n0qnWX4fv7F/0UlFY/d9X+HbRGyg+Hzq9nguvv4Vrn/gLUYlJ9e3ifny7euD1UvHmWwHPU3F4qVji\n33bVC/YqAgX49t1DHNpc1O5+vV4vOX5/34EDB6LXt/7mJzq5B9c/+RSTr70JnV6P4vOx6rWXWL/k\nf/XXc4Tf0imlj9ra9m8bdwSWQbGEzFBd0mWNh4r3DnVpYFGdlVlRlPq/SVux+0Wn0RiH0RgTtLlp\naGh0fwJNDl+OKuiQUtqEEDVA31PadPWnys8AE7C40XN1gUXNmXcKgRZNV0KIRCDhlKczABwOBzU1\nXZd6JRAMM/9M6Gd3gbMK7wd3Y7/qbWhUpKWsqqyJ1S0YVP7XXw1Jp8Mw/7I2rV2tP9VPbW3tWVq2\nH7fDy1f/PoS1XLUwXjDWy7A8NZ+pN3U89rgLoBP+3iH6ENyKG6vd2uIa+bxevn3j3+RsVdPjhsXG\nMeuen5GQnoHNdso69e6NafRo3Nu3U7lkCSE334QuouX8mS2tuf2T4/iq1HtP88wUxidZWPmfQ3hc\nCl+/eQCv4qLXkLZ/HJSUlOD112NPTk5u1//X4FlzievbnxUvPoPTZmXTB+9SVVrM5BtuQ4jeDWOV\nbgf6tLn/jsQzNJTyPS7iykJwHami/LtjmEZ0bPqyMxETE4NOp0NRFHJzc1tldT6VmhpV2JvN6d32\ns7IzPls0mqKteefT3t2KQAhUdO5EzclZxxrgZ0KInahW1AdQ/TrbjBBChyoWW4OruRRN/sj5J1Bd\nAFY3OlXnJNfcXpqz0fkz8VN/v6exd+9eqqu7NvVK+zEzMnYyaRXrMRz/ltylvyUvvEFkfv3N11h0\nZ1ua1qO32Uj/8it0gHXwYLKzsqAdvmJbtmwJ2pwaI31QutWCu1L9N4lIrWV0wX0IJF5hYm3EFVjX\ndE6cnPCqW9a5+bmsqWh+TMXroei7VdgL1e10Y2Q0CVMuYd+xE3DsRLOvCR0+nJ7btyPtdvb87Rkq\nW1kB6tQ1jyk10feI6u9XHe1me81esEL0CD2lWy1IRfDNW0eIH+PAHN+23JNlZQ2bFMePH6e4uLhN\nr29M4rQ5FKxZjrfWxsG1q8k7mkPSpGlERIcghIsjh1ezf1/nlHttC7p0iKgxYHLrqf3qBFuK9uIJ\n6RqLZ0hICA6Hg0OHDqEoytlf0ARJWPgRhICKchNrOun/p7101GeLxpnR1rzzOHGi+e+FjiRQ0fkf\n1NrrIVJKF/BrYK3/IVADdX7Yzr6n0PrI90ygScZiIcQg1Cj2fcAdp7Svk/fNme3Mjc6fiZc4Pco9\nA/hk2LBhjBo1qjVz7p64RqO8NQudtYDhhYvZPeNRlvszyYydNJYEy6kG3vZj/e9CavwWrPT77mVQ\nG9ettraWLVu2MG7cOMLC2lb+8GwoPsm3i3JwV1YBkDY0mkvC/0XIMfV3z8w/MGZ451V4fXbZs+CC\n1JRUpo+cftp5p83KVy/8rV5wJqb3Y/YDv8Ac3rLlUk6bRsnatXhzckjasoULHv91i7Xum1tzpdqN\n7bVDgIKw6Em9ZQS9whuirU8OrmLNmzlIBap2h3PxnQNI6N36zGSrVq0iLy8Po9HI7Nmz0ekC8wqy\nT53G8uefpiL/OLX5x6ndsYnkywZgd+wlOqaGwZmnr29XUrfm5jk9UT4tRO/TMcraG8vslkuPdhQe\nj4d9+/bhdruZNm1am+bgcOSwb796r5/RbwpJid1rrevoyM8WjebR1rzz2bFjR6ePGWgZzE+BTxv9\nfkAIkYGatsgHbJBStrdu30Hgtla2bbJNLoToBawAqoG5UspTk8rVtW8uf2cPoMXIByllCdAkeV7d\nB6/FYiEysn0VV7oHkXDly/DW5Qivg6isD+uvEpPFFLT3Jr1eij/6CICQAQOInzq13V+gYWFhQV1z\nKSVrFh0kf78qMFMHRHPpiM0YVq1SGwy+Asvku7F00he+T/FR7Vat50kRSae915qyUr545o9UnFRr\nkve5YBSX//xXGFvpHyvvuIPCX/4SpaIC3b59RLSitnbdmktFUvrOHnCpFq/YawZiSWm69Rs5PhKD\nPoSVr+/H61ZY898jXPursUTGt85qXl6uZlBITk4mOjrwXKiRkZHc8Ien+eRvfyTvwF6KjxwiPKuW\niD7gcBwmPDwUnS7Q+/HgEz40Ee8JL/ZdpXgP12A85iL0gsROn0fv3r3rRafP52tTScyKioaqyKkp\nFxMa2r0/K4P92aJxdrQ17zwsluDtXLaWoCSHb4yUslpK+YmU8vMABCdSyiIp5cJWPur3s4UQcaiC\nMwSYLaVszm9zH6q34pjGTwohTMAI1GCi85e+U2H8TwAwlzdEmrYnR+SZsK76Gm+RGlwSc9ON3arG\n+o6vjpO1Xr1s4nqGc+kVYFj9G/VkVBrMf16t5tRJVLmqUPxJGeIsTQVdRcFJ3vvto/WCc9DkqVzx\n6G9aLTgBIi+ZhQhRjf7W5V+epXVTbBsKcB9T/fLCxidjGdy8r2H/MUlMu0mNfHbZvXz12n583rNv\nzfp8Por810njhPCBEhIaxlW/+j0DJlwIQGWuGiSmKC6s1n1BGyfYRM3PQBemWpGrPs3BV+vp9Dn0\n6NFwr15Q0LbMBCWlamXksLD+hIamB3VeGhoa3Z82iU4hRFp7Hh01+WbmFwYsA1JRLZzNlhjxi9RV\nwE1CiMb7jzejBkadXwnim+PiJyB+AOZGrrKB1P0+leqPPwZAFxVF1Pz5Qes3UIqOVrP5U7UudGS8\nmfl39yPk8ztA8YDQw9Wvg6VjKg+dicYJ+uPMDaKutqqSD/78G6zlpQCMnDOfufc9jN7QtkTiurAw\nwqeosXPW1atR3K1Ly6PYPdSsUn2CDHFmouadGkPYlMGTUxg+XU0SX3Ksho0fnT36ubS0FJ9P9QFt\nLHaCgcFoZN6Dv2DE7HlY88Oou9RP5n8U1HGCiT7MSPTlapohpdZL1WftiyAPhKSkpPqbxMI2pNpy\nOguwWvcCkBA/q0PmpqGh0b1pq6XzGJDbjkdn8T9gHKpozBRC3NToccUpbX8NxALfCiHuEUL8EXgR\nWCGlbJu55/uI0QJXvkxIo0vEWXE0KF0rDge1G9VttoiLZ6LrAhN/c7gcXla8vh+pSHQGwZy7hhG2\n7ldQ4f9in/Fr6DWu0+dV7iyvP66zdHqcTj566nfUlKpeHhOuuo7pt96FaKe/Y8ScOQAoViu1Gza0\n6jU1q/OQTtUnN2peX3Sms6cymnRVPxLS1Pu83V/ncXRXaYvtG1vSgi06AXQ6PTNuu4dh067GVhAK\nwMm8pXjcwbPqBxvL8HjMmeqWtmNXKY6s8rO8IrgYjUYSElTf7raIztKyr+uPExI00amhcT7SVsel\n21ETvndXRvh/3u5/NOY48HHdL1LKHUKIi1FLZ/4DsAKvA7/shHmeG6SOxjz6Vjj5OQDO5Y9CbCbE\n9w+o29qNG5Eu1WoaMaPTage0iJSSb/93sD410qQrMkg49DfY/a7aoO80mPxQl8ytrioUQKw5FkXx\n8fkLT9dX1xk6/RImXXtTQC4KEdOmIUJCkC4X1i+/Oqtfp1LpwrZRFYSm9Kh6EXQ29EYds+8cypI/\nbcHt9LH6rSzie4af0b+zTtQYDAbi4+Nb/4bagBCCaTf/mOVvrQPWoTM5WfnWo1x6+3PtFvEdiRCC\nmCv7UZS7Hen0UfVJDub+MQhD5801JSWFkpISCgsLkVK26torK10JQEhIMhERwzp6ihoaGt2QNn1K\n+f0n32zro6Mm38z8+kgpxRkefZppv05KOVlKaZFSJkop72sm6Oi8Jnrs3fXHpZ4aWDgPSrMD6tO6\nWs1eJUwmwiZODKivYHFwYxGHt6lWw7QhsQyvfUYtCQoQ0QOufEWtU98FNN5ejw2JZc3C/3B0u5pW\npPfwkVx8x08D9oltssX+9ddn3WJ3rikEn3r/GT0vvU3jRyVYmHGLmmTcZVety2fy76wTncnJyW1K\nCt9WhE7H9GufQSrq+7C517H2nYUdNl6g6CNDiJrTBwBflYvare1Pvt8e6qzODoeDqqqqs7b3eKqp\nrNoMqFbO7uTDraGh0Xl0v9t4jW5Fz4ie9dVwsk1GsBX7hWf7KrdIRcH2zbcAhE2ciC40NGhzbS9V\nxXbWLlaFtCXCyMyYfyN2+u+VYtLh9i8hIrnL5ldn6dQLPUe+XsOur74AID6tD/Mf+iV6Q3AirSNm\nt26LPcxqwHtQjd0LHZGAqWfLaZmaI2NUIsOmqf6dxbk1bPy4ed/EkhL1RiA5uePX3xKaQFzsVACi\n061sX7aUnV9+1uHjtpewscnoY9WAsZo1eUhPW3Nmtp/Grg51f6OWKCtfg5SqK4bmz6mhcf4SFNEp\nhJgshLhfCPG4EOK3pzx+E4wxNLoGg85ARrQauHAkaaD6ZG2JKjxL2p7I3bl3Lz5/su/wbrC17vMo\nfPXaPrwuNVjl4l5LCT3ynnoycYgqOGP6dN0EabB0Di5PYO0itYJTeEwsVz32JCFBFO3h/i12AOuX\nXzXbRkpJz2P+MQ2CyNl92j3e5B808u9clUfunrIm5z0eD26/xbWzUqikpF4FgD5EIbKXjdUL/8Ph\nrRvP8qquQeh1RM5Q4zSVGje2La33rwyUiEaVq1pTQabUv7VuMEQSHd35ftEaGhrdg4BEpxAiVgix\nETUZ/PPA74An/Y8nGh1rnMP0i+4HwGHcMPO36pO1pbDwMig+0Ka+rKsb8v2HtyIfZEez8ZMcyvJs\nAIxM3kRaxUL1RM9xcNsXXWrhrKPcWU5CpYmRW0NASoxmC1c+9iQRccH1cdSHN91il81ssXsPVhNu\n81dompyKIab1qZlOG8+oY/adQzCZ1W3zb/53ELejoe5q4xJtoZ1kEY+Pn4Feryamjh1oAylZ9vzf\n6v1nuxuhIxMxxKl/A+s3eSjutlV7ave4jf4eZyul5/FUU16u7m7Ex81Ap2tbdgUNDY3vD4FaOv8G\nDAduQK25LoDZwADgZdR8l8FLrqfRJfSLUUVnubOcirG3wcVPqifsZbBwLuz7AE6vQtosNn/ZO/PQ\noRiTOj+xdWOKj9Wwe5Wa3zLRks94+ax6ImMG3PIxWNpeJ7wjyC0+zLSdCeh8qu/h/IcTokp1AAAg\nAElEQVQeI7FPy+mJ2kvjLXb7KdUqpFdRfTkBYdETMb1XwONFJYRy0XUDALBXu9m67Fj9ObvdXn/c\nWaJTr7fUR1ZH97GjN0m8Hjdf/PMZPK7uF9Eu9IKIi9Xa8YrVQ+3mzrF2mkymeh/bxn+n5jiR9zqK\nogrTpOTukx5NQ0Oj8wlUdM4FXpFSLkaN/gZQpJRHpJT3oqZYei7AMTS6mP7RDdHqOVU5cOFDMOv3\n6hOOSlh6O7x3A9S0nCjanX8SV7bqOxneyhrfHYWUku/8fpw64WFW2F/QCy8MvgJ++B6YukcZtkJb\nIelbPIQ5Vevi9B/dSfqI0R02XtiE8fXHjj17m5yz7y1DVqnWz5ALk9CZg+NLOnB8Msl9owDY83Ue\nFQXqdm1jMdOZlTOSky4HQOJh9PWqIK4syOfbt1/vtDm0hdALEjAkqOtj/Sa/U6ydQoj6G4GWRKfH\nU0le3kIAIiMvqPeZ1dDQOD8JVHRGA/v9xzb/z8ZFlVegWj41zmH6xzSIzuxKf+T65Afh6jcg1J+s\n/NAy+Nd42L7wjFZP27ff1B93daqk7FU7Kc5VK+mMCP2MaEMBjLpFfU+GkC6dW2PWrHiPvoWqAI4f\nMpARsy/r0PEM8fEY/ZV/HHt2Nzln26DeVHiMCsaRzVceag9CJ5jywwEIAYoi+W5JNlLKLrF0AsTE\nTMZsTgVARq6n5xBVeO5euZwj2zZ32jxai9AJIi/2+3bWeqjd2LYqQe2l7kagJdF5/MTr+HzqTUTf\n9Ae1qHUNjfOcQEVnAZAMIKV0odYjv6DR+VS6d15PjVaQFJpEhFENHDhS1ci3begP4N6tMOxa9XdX\nDXz2ILw5H8pPj0Z27lXLC+pjYggZNKjD590sLiueZU/UV8Ox6CoZnbAaFrwE818AXcel5WkrNWUl\nFHz8DQBOk8IV9z3WKV/a5guGq2M2snS686x48tTNjLJEV9BzQib0imDIFFXo5R+sJGdHaZeJTp3O\nQEbfRwDweMoZdmU0Jos6/oqXn6e2qrLT5tJaLMMSMCSpc7R+m4/i8v4/e+cd3lZ59v/Poz28947t\nOHvvBEgIezRsArS0UCiztNDxoy3l7eQtnZSXUmgp3YNSIGQUCDOQPcgOOMt27HjvKWvr+f1x5JHE\ncWzHlpTk+VyXLsk66/bx8dFX9zzFFqdP19/kZDmdHk8jFRVaF4iYmBkkJCwacZsUCkVkc7qfHOuA\n3v0v/gN8SwjxeLBq/WvAh31uqThjEEJ053Uebj5usqg9EW56ET73CsRoooHS9fC782Hjb8Df8+Hn\nOqi1WTKPHxd6j4eU8Mnr8Nu57PygFkdA89QtmFqO6ZFNMOP2kM5TPxUyEODt555GBKvq6xbFE5uQ\nHJJjW6dootNXV4c3OPe8y8uJDupTRya3cd61+ViitCKTja8dpqO9pyo6lKITIDV1CTHR2nmobXyZ\ni+75LADO9jbefv5pZCB07YkGwjHezk4fnTtP3cbodDlVeP3o0T/i92vL8vO/prycCoXitEXnr4FV\nQoiueOQPgS3AE2iV7DuAr57mMRQRQFdeZ1FLEb5AH16UsVfAl7fA7C9pP/uc8N734Jmp8P6PkDX7\n8RRpXlLLuBB6Of0+KPkI/n4dvHYXbS1edjmuAyA53cD4+x4J+Sz1gbD9zRWUF2qexoPZ7RTMnh+y\nY1un9kyLce7di7/DQ+debVylYVwsXvPIBC8sdiMLbtDac3U0uyndXwuA2Wwe0cbwfSGEjjFjHgcg\nEHAjEjYwYeFFAJTu2cmud94IqT0DwTopCX2cdit27Kgd8eP1Jzo9ngbKK/4BQGzsLBLizx9xexQK\nReRzWqJTSrlPSvnrYGgdKWWzlPJStJnmsVLKxVLK0DWPU4wYU5I1IeLwOtheu73vlSwxsOTX8MW3\nIEETD7RVwoZf4/7ZBUivFwBz/ulXPfeL3wfFH2qh/qfGaYLziNayZXPnvfjRPpgX3j4VoYs870td\naQkb/v13ANpsXj6e0MyslJErHjoey8SJEBR5rn37cGyt6Z4+ZJo1MqMou5iwIJ2UXK0nZ12F1p80\n1F7OLuLiZpOcrKWk19SsYN6ti4hJ1jourPvXX2g4WhoWu06G0Alss1IB8FZ04Kk+df/M06F3eD1w\nnOe3rOwP3RXr+XnKy6lQKDRGZCKRlLJFjZM8u7go+yIMOq1a+e0jb/e/cu758OBGWPK01u8ScLf0\n9OazbP4mvHInHHrnmPD7aeH3QfEaWPUwPDUW/nG9VtTUGWw4rjNQlf8tihxzABgzJ5X0gsjzcPo8\nHt569lcE/D4QgnXTGwgYBVOTp4bMBp3NhnmM5tl27tnX3YbHmG5Hnz2yVf1CJ1h021gQEEC7Nszm\n8BV2FYz+FkJo125p+dNc+dA3EEKH3+vlrd8+RSAQmr6YA8UeFJ0AndtHdjSmxaL1B5VSdjfxB3C7\n66mo/BcAcXFziY+PjFG3CoUi/Ayp54kQIhutNVJl8GcL8OU+Vq2QUr5yGvYpIoRYcyznZ5zP2oq1\nvH/0fR6f/zjG/po8G60w+27t0XAY1w+/BRwAITFFdULhCu1htGsTf7ofo3pex+Vo+wEtJ9PZrI3h\n7KiF9lpMjWVMqtiB9Y1XoHwTOJuOtUFnhNEXwcTrkeOuYsP/FQPtGIy67jBupLFz9SoaK44CUDPN\nQkOchwnxE4gyRZ1iy+HFOnUq7gMH8Nbr0GdogiLqvAz8IfBYpebGMH5+GtsKtcEDblf/c+BHEpst\nl6ysz1Ne/hdaWraSk13D3OuXsnX5f6gvO8Ina95j6qVXhs2+4zEkWDAXxOEuaqFzdx2xV+UNe9FX\nF95g5ALAaNTuBVL6Kdz/KIGAlvervJwKhaI3gxadQogpwC60IqHfBt+2A79Cq1TvfYfxCyH2SymP\nbfinOCO5IvcK1laspdXdypaqLSzMWjiwDZPG4HZqhTvmUVnoZlwI+1eBtxO8Dqj7VHv0RVQa6IMz\n3/3Hig8LUABQ3+vNXkKT8Vd3N3iv2N9E/VHN+T79shyiE4Y+SWek6GxtYevy/wAQn5nFSxnbAJiZ\nOjPktlinTqHllVcwZGq5eDqbAdv0ZNqdIxuy7WLmFaP4uFC7PTna+594M9Lk5X6F6upl+HxtFBX/\njNnXLaNw/RraG+rZ8J9/MO68hZhtkdHXFcA+OxV3UQsBhw/XgSask0cmJcLtdgNgMBi6c26PlD5H\nU9N6AFJSPkN8/LyTbq9QKM49hvIV+H6gDHi+j2WfB/KCj9FoLZXuH7J1iojiouyLMOu1UOfbpacI\nsR9Hd+X61Jlw4wvw/w7B9b+HuffDmCsgaRwY+hCCHTXQWn6C4OzCL4wEYnNg7JVw/e/g0SK4/VWt\nGr3XRKHd72veQ4NJx7SLRzindIhsevVfeILtZwIX5uNB8yQtygx9qxnLxIkIWyKGJK1HpW12GsIY\numKe+DQ7cUmad9frc9PRHL5pQEZjHHm5XwGgs/MIh4v/h4WfuxMAZ1srW17/T9hs6wvrpEREcLSo\nY/vIFRS5XNrfpCv9obFxLUeO/AYAm200E8Y/OWLHVigUZyZDCa9fBLwupeyrZ0itlLKs6wchxEvA\ntUM1ThFZRJmiWJi5kPePvs+ao2tw+93dIrQ/fA0N+Bu03ErLuHHam+ZomP5Z7dFFIACOOmguDT7K\ntGcZgOhUiDr20YaNDzdu56KLLyYmJuakx2+s6uDop1rofcKC9O62PJFEQ3kZe99/B4DcaTP5k/8j\n7XVMLvMzQle53oUhNRVDWk/LXdv00LRr6k1WQTI1e4qQIsCu98tYuHRcyG3otiXrDhoa1tDcsoW6\nurcYNSqXjLETqDq0n51vrWLqpVcSnxYZE3+FUY9tWjKOrTW4Djbhb3Ojjxn+vNguT6fFYsHprOST\nT78BSPR6G1OmPIfBENqUEIVCEfkMxdOZCxw47j0fsIeeUZhdHAFGDeEYigjlyjwtf63D28GGyg0D\n2sZ9uKe3p7m/dkk6HUSnQc58mHYbLP423PA7zTN62Y9hwUMw5WbIWwjJY8EcM6Deml3z1REw9ZLI\n9HKu/eefkTKAEDqiLp9Oebtm823jb0MnRiYnrz/0cXEY0oOiU+fGmB768HFiWs8XiU82luNyePtZ\ne2TR6YxMmfIcNlseAGVlzzPjplwAAn4f6/75l7DZ1hf22WnaCwmOEerZ2SU6zWY9+z55CJ+vBYDx\n435ClH1Mf5sqFIpzlKF+mh2znZSyVUo5Q0r58XHrHZ/jqTjDWZS1CKtBK+45ZRV7EF9TT4GPMT1t\nROw6GY5WNwe3aVW8+dOSiUsJT/ud/jiyewelu3cAMPXSK1jR8h4ANoON60ZfFxabpFeiT9RC64La\nsBSD9K5a93o8fLK2IuQ29MZojGPa1BcxGLSuB1XNzzLpCu0cFX28maOf7A2necdgzIrqnlA0Uo3i\nu8LrqWkf0d6upe1nZd1BWpoKbikUir4Ziuis4NhRl/0xLbi+4izBarCyOHsxAGsr1tLpPfnc5S4C\n7R3dr3VRoQ25fbK2koBP6zE5/dLI83IG/H7W/uNPAJisVrKvvLDbg3zN6GtCXrXehetgMyI4EjTQ\nXhIWG3qLTqnzs2dNBV5PeFsU2Wx5TJ3yO4QwIqUXy+gPsQXrdD76xx8jpoWSEALbVC0lwlfXib/V\nPezHcLvdpKQUExWlfWGKiZnBmILHhv04CoXi7GEoovM94HYhREp/KwWX3x5cX3EWcVXuVQA4fU7+\nUfiPU64fcPQSnfbQiSivx8++oHcsNS+GtNGxITv2QNm35t3uFklzr7+FFVVvdi/73PjPhcssnPsb\nAZBeJ766wrDYcIzoFD5cHV4ObAr/rIn4+LlMGP8TAPz+NsZdX4fe7Ke+tIRPPnw/zNb1YO7Vh9ZV\n3DLs+zeaDlMwZqv22pjAlMnPotOZhv04CoXi7GEoovNXgBH4QAgxu68Vgu+/H1zvqaGbp4hEFmUt\nYly8VtTxp0/+RF1n/+E7f0dQdAqBzh668PaBTdW4HVqD8emX5kRcv0Cv28WmV7Um2jHJKUy47DJW\nFq0EYF76PPLj8sNil/QHcB1oBsBX9yn+xoaw2NFbdFritFvVng/KkXJkxnAOhvT0m8gdpbUmlvpG\nCj5Ti9AH2LLsZQL+yPB2mrKiECbNW+0uGl7RWV7xD/Lz30Cv9yOlYPKk/8NiSR/WYygUirOPQYtO\nKWUpcBtaQdFWIcRBIcQyIcTfgs8Hga1APvA5KeWR4TRYEX70Oj2PznkU0Lydz+56tt/1Ax1ab0dd\nVFTIhJ+Ukj1rtGKc6EQL+dNHdnzjUChct4bOVk0MXHDrF3i74l3avVot3mfHf7a/TUcUd2kb0qWJ\ndV/1HnyNjWGxw2q1dr9OH68VMrXWO6krjYxhZ/n5Xycl5WoArMmtjLmuFLe3kkNbN4bZMg2h12HO\n17z77uKWYRHrgYCPg4d+yKFDP0QIid+vRyfuJyFBzVZXKBSnZkiFRFLKN9DyNf+I1hj+BuALweco\n4E/AdCnlqmGyUxFhzEuf153bubJoJYWNJw/BBoKezlDmc9aVtdNap/W8nLI4C50+9BXg/SEDAXa+\npf17xCSnMGruXP5eqM1bT7enszhrcdhscxV2iUyJr3Yf0ukk4AhNU/jexMfHYzBoXd2ktbO7JPHw\nCPaeHAxC6Jg44ZfExWkN0G3JbsbdeIRPtj4fEd5Y6Amx+1s9+BpOr8m+z9fOnr33UFGhpdR43Fb2\n7r2c1NSrT9tOhUJxbjDkT2IpZYmU8n4pZRYQC2QDcVLKTCnlfVLKomGzUhGRfHPWNzEIAxLJLz/+\n5Uk/aLtEpz4qdG13inf0hPzHzE7tZ83wULpnJ01VWr7pjCuW8Nze5ylr01rcfmHiF9DrQteI/Xic\nB7RuA7ponzY1imM7EIQKvV5PRobW+7K2vprMMZqAKtpeSyAQGaJOr7cwY/rfyMn+kvazOUD8tI/Z\nte2bBALha/HUhaVXXqf7NPI6nc5ytu9Y2j1tSIgcdu2+io72JLKysk7bToVCcW4wLO4fKWW7lLJS\nStk2HPtTnBnkxuZy2/jbANheu50Pjn7Q53pdhUShKiKSUlK8SxOdafmxRMUPf2Ps02XHW1ruptFs\nwTspubsga2rS1LCG1v0OL/5GrRWOsVepYKA9PCHtLkFTW1tL3kxtlKqj1UP14eEvjBkqOp2RMWO+\ny9j8X+L3aLfUZsdKdu78LC5XVVhtM6Ta0AWHIbiHeM5aWrbz8fYbcTi0frtJSZfSUH83Hred6Ojo\nfgczKBQKRW8iK+aoOON4YNoDxJq1vLGntj+Fp49xlf720IbXG8o7aGvQhFPBrH6bLISFhvIyyvbu\nAmDchYv50a6fIJFY9Bb+94L/xaAbyqCw4cFb0xNG15l6Rk/qbOHpb5qZmQlAIBDAluZHp9Ni7Ici\nJMTem+zcG5GVn6ezXvuS09q2i20fX0tj47qw2SSEwDxa83a6SlqRg/AQ+/1OyspeYOeuL+D1ap7u\nnJx7mDrleSoq6gHt7xNpBXoKhSJyUaJTcVrEmmN5cNqDAFR0VPDS/pdOWKcrH1BnD014vahXaD1/\nRujHN56KnUEvJ0KwNaOSyo5KAL4262vkxeaF0TLwVveITil7vJuh7q/aRe/QbX1TDdmTEgAo3lmH\n39fXJN7wMuvyL3J4ZS4NhZrQ83qb2b3nbg4X/QyPJ/QpCgCWoOiUTh/eqo5TrA2BgJvy8r+xafNF\nFBX/Aik9CGFgwvifMqbgMdrbHbS1aUEtFVpXKBSD4awXnUKIF4UQUgjxxkmWXyuE2CmEcAkhjgoh\nfiSECJ+r6QzklnG3dIul3+/9PUXNx6bz6iwWAALOUzeSP12klBQHJ7Ck5sUQnWAZ8WMOhs62VgrX\nfwhA/KQCXq3TLsu5aXPDGlbvosvTqbMZkO6ebJlwic7Y2Fiio6MBqKio6M7PdTt8lO8Pj4jrj6Ts\nUYyaPJuK9emUr8tBp7MAkqNHX2TjpoUcOPgDOjtLQ2qTuVd/Wk/5ydMkAgEvlZUvs2nzJRw6/GM8\nHs2babMVMGP6P8jIuAWAysrK7m2U6FQoFIPhrBadwX6hXwRcJ1l+FbACaAG+Gnz9P0D/PYAUx2DU\nGfnWnG8B4PA6eOD9B6hx1HQv1ydr7Yp8DSPf77GhooPWeq1Kd/TMyAut731vNX6vVmCyOuETAOxG\nO0+c/0RYZqwfT5en05hmR3Y19TcYEObw5cV2CZuKigrypiWhN2rn6fDHkRdiB5i15AYAGvfbsbQ9\nSHT0FAACAReVlf9k85ZL2bvvQVpad4TEHn28BQzaOfM1nngrlNJPdfXrbNlyOQcOPo7brTXgt1pz\nmDTx18yf9xbx8XO716+o0ArghBDdhV4KhUIxEML/KTdCCC3R6DfA34GTfTr9CtgLXC6lfFFK+TDw\nU+B+IcT40Fh6dnBB5gU8MvMRAGo7a3nw/Qdp82ieMkOSJjr99SMvOot7zZkeHWGhdb/Px+53tYlD\n3iQLB+yaMP/2nG+TERX+D2/pl3hrNW+0Mc3e0+rKbg9r3l6X6Gxra8Pl6SR3inY9lexpCPtYzL4Y\nNWU6STm5AOx7ZwezZ73OjBn/JDFxcXANSX39u+zYcQvbt99MXd07SDlyv4fQCQwJ2pcGX1OP6PT7\nO6mpWcWWrVdRuP9RnC5tMpbFnMGE8T9l/rx3SUu7DiGO7aTQJTpTU1MxmdQEIoVCMXDOWtGJ1jd0\nMvB4XwuFEBOBicAfpJS+XoueR+sIePOIW3iW8aXJX+K2cVo1e1FLEY+seQS3340hMejpbGpCBkYu\nD08LrWshwZRR0cQkWU+xRWgp/3QvjhZt0s/W9AoQ2nSn6wuuD7NlGr5GJwTzJI3p9u5cXH2IcnFP\nRlcxEWiCp6s4zOf2U1vSGi6zTooQgqmXXAFAe0M9tSWHSYhfwPRpf2Le3NWkpy9FCE2stbbtYt8n\nX2bzlkspLX2epqaNeL3D/zsZEqwEdB5a3NsoLn6K7TuWsnbdDD4t/DqdncUAmEwpjB37QxYseJ+M\njFvQ6Ywn7Mfv91NVpVXkq9C6QqEYLGdl7qIQIhr4OfCklLLmJF6aGcHn7b3flFJWCSEqei1XDBAh\nBN+Z+x0aXY28V/Ye22u389313+W7SdO0Ffx+/C0tGBISRuT4rfVOWoKeukgMrR/eugkAv5CUpXUS\na47lhwt+GDHVv72LiIzpdvyO0Df174uMjAx0Oh2BQIDCwkKuvvza7mU1JW1kjR+Z6+l0GDP3PNb8\n5QUADm3ZSHqBNjY2KmosEyf8jNH536Ci4u9UVL6Ez9eK03mU4pKeicFWaw7R0ZOJiZ6MXj8aGHxj\n90DATWvrbpqbt1Cf+SGOrP1InQ/Kjl3PaEwgd9QDZGbejl7ffw50cXEx3mB6iBKdCoVisJyVohP4\nPtpd+ul+1ukaFFzdx7Jq4KTxTiFECnB87HY0gNPp7K7sPFd5bNpj1HXUsadxD++WvcukplYWBJe1\nlpZiNAzPZecIeuK6nksLe8Y1xmebIurv4Pf72bPpAwRQleTEaovmV/N/hdlnjhg7XWXBwhwBTqsf\nb4vmcZNWS7eNx5/zUDFmzBgOHjxIYWEh5513HtGJZtob3VQcamTsBZEnOjEYSS0YS23RIQ5uXs/0\na2467suFheTk+0hI+AINjSupq30Zl7tHDTqdR3E6j1JX9xYAUdGwZ8/viIqaiMEQR0B6kNKLDHgJ\nSG/wtSf42kcg4MblKkNKt7bD42YNWK1jiYmeQ3TMbGKi56HXW3E4PMCJLc96s3GjNuLTaDSSmZkZ\nMdfucBOu6/xcRp3z0ON0nt6UsqEQ0aJTCKEDBpo05JZSSiHEWOAR4LOy+47bJ12x177WcQH9dTz+\nMvCDvhbs27eP1tbIC/mFmiWBJVTrqqkL1PF2x5Zu0bnzgzV0lpcP67G2bdsGQMt+M2ACIdlzcBvi\n8LAeZsgEZID3yl9jtFPzENWlBfii5YvU7qml9qTpxqFn9IEo4jDhtPjZsWEtOTU1WIBmp4tPPvzw\nmHW7znmo6Jp2FQgEWLVqFWZzHmCkuriFNWs+JEKcxcfgj9HEcHtDPW+//hqWhKSTrJkKPIIQ7eh0\n5ej0FeiDzzpdz73E462gqbliaMZ40omrmYitaQKVqZnUR5mprwOQwJYB7cLlclFWpgnjuLg4Nm3a\nNDRbziBCfZ0r1DkPJUePHg35MSNadAKLgA9PuZbGBOAA8AywSUq57BTrd0n8vspyLfQfz3oeePW4\n90YDK6dMmcLMmTMHYO7Zz6zOWdy/9n5a7D3FPZOzsrBfdNGw7N/hcLBt2zbmzp2L3W7n7f0H6KCD\nxCw7F18yZ1iOcbp4/B6e2PEEropyIAaJ5Du3PkVu6phwm3YCHWWHCTR3EpUWy+LFM6j5xS8JAEl5\neYwN/s2OP+ehQkpJa2srtbW1tLW1sWhOLjtWVhLwCmZNXkBsSmS1xgLomDqFf+/UBF2S8DNnCNe9\n19tAY+Muioo/IDGxA7e7CCndCGFECCM6nSn42oBOmBA6I0KY0AkDRlMK0dGziYmeja7VjuOjgwBM\nn5eNacrgvcMffNAzcWzJkiXEx8cPeh9nCuG6zs9l1DkPPTt37gz5MSNddB4A7hrgutVCiIuBK4Eb\nhRC5vZYZAGvwvabguM6usHo6cLzrLR046dctKWUdUNf7va7QmdVqVWPhgsTExPDC5S9w/4o70LpS\nweq9L3H9DZeTYBm+kKjdbifKHkVzpZbPmZ4fHxF/g05vJ49+9CibKjdxc41WDJM+fgJTx8wKs2V9\n0+mHAGC0mbG2txNo1NIVYmbOOOF82u32kJ/j8847j+XLl9PZ2YnP0jPSsaPOR3ZB+P/exxMTE0N6\nwTiqiw5SuutjLr7z3iHk78ZgNCaxf7+BCeMvGvI5lzEBHOIgSDB2ikHvx+VyUVhYCEBBQQGjRo0a\nkh1nGuG4zs911DkPHVZr6IttI7p6XUpZI6X86wAfrUBOcNPXgSO9HpnAxcHXdwfX2R18nt37mEKI\nDCCr13LFaTAmfgy/vvp5PMFC2ObyIm5ceSPrKoZ3NGBzTSc+r1Z5nTIq/DesVncr9713H5uqNpHY\naiLKpX2/m7jgwjBbdnJk8PzpjDqcO3p6SFojxHM/adKkbg9I4aE9GMza7aumJHLzCsfMPx+Alppq\nGo6Whs0OYdShj9EylfxNfbYt7pddu3Z1FxDNmzdvWG1TKBTnDhEtOofAGuCGPh71aFXqNwD/BZBS\nformSb1PHNuI7kG0RKfXQmf22c301BnYx00EYOJRSaOrkYc+eIgnNj9Bp3d4phTVlvYIj5RR0cOy\nz6EgpWT1kdUs/e9S9tTvAeB8x9ju5QVzFpxs07Ajgz0vhUlP505tNrywWrGMj4yWtQaDgdmzte+I\nVdVVRGVp9tZEYNukLsbOO6/79aGtG8NoCejjtBQEf2t/qe4nEggEuvPsEhMTGT169LDbplAozg3O\nKtEppTwqpVxx/APoBGqDPxf32uRRYCrwrhDiXiHEM8B3gT9KKfeH4Vc4a4ldtBiA3DrIctoAeOXQ\nK9zyxi3srd972vuvK9PG+xnMeuLTw5MPtLd+L19Y/QW+te5bVDu07I3Lcy4jv04TwekF44hOPFkx\nSfjpLTqdOzVPp3XqVITxxH6N4WL27NnodNptq8OkZcU0VTtwO339bRY2YlPSSM0vALTWSRGBbnAh\n/sOHD9PcrPWXnTt3bvf5VygUisFyTt89pJRvADcCCWijL28EngQeCqddZyNRixZ2v/5d1L3MStXy\nGsvayrhj9R08v/t5fIGhC4e6oKczOTsK3SA/VE+XGkcN3173bW5/6/Zu72aCJYHvL/g+3x37dVqq\ntWbaBXMj2MspZXd4nYAX9+EiAKwzI6tdbXR0NJMmTQKgpuUofp0bJNQeiVxvZ8Hs+QA0VZZ3DwcI\nCwGtAwCD/PfYunUrACaTienTpw+zUQqF4lzinBCdUspcKeWSkyxbIaWcIaW0SHcBG5sAACAASURB\nVCmzpZTfk1J6Q23j2Y5lyhT0cXEAGLbt40+X/4lvzPoGBp0Bv/Tzuz2/43Nvfo43St7A7R9c+M/v\nC9BYqTUyT8kNXT5np7eTZ3c9y5LlS3jriNZP0agzcvfku3njhjdYOnYptSVF3euPmhLBH9i+gJZU\nAvgaarrfts2MvKKnuXO1OeBSBnBElyCRtNWHvt/cQEkf25OeUHukqJ81R5autlNiEF/KDh48SElJ\nCQAzZszAbO6r2YdCoVAMjHNCdCrCj9DrsZ+vFVU4Nm1C5w9w1+S7ePkzL1MQp4Uf9zft57H1j3Hx\nKxfzs20/43DzwBpttjW4Cfi1D9Tk7JHP5wzIACuKVrBk+RL+sPcP3SL58lGXs+r6VXx91teJNml2\n1B3Rsjl0egNJOZFb8Rvw9Iwn9VYFe0EKgXX6tDBZdHKysrIYM0ZrOeW21uOy1tDZHrnfE1PzCrpf\n1xaHT3QS/B8ZaHi9tbWVFStWAGA2m1mwIHI99QqF4sxAiU5FyOgKsQc6OnDu1poDjEsYx8tLXub+\nqfcTb9b6/rV52vjX/n9x46obuf2t21l+eHm/BUeezp6wvC12oLMEBofX72VL9RZ+8fEvuGb5NXxv\n4/eod2pz3icmTuSvV/6VpxY/RVb0saMBu0RnUvYo9IbIyY08nq58TgDv0SMAmMeNQx8dvqKskyGE\n4LrrriMqOJ6zI6aYhob6MFt1cixRUcSlagPQwunpRA5cdPr9fpYtW9Y9seSaa64hLhipUCgUiqES\n6X06FWcR9gsu6H7dsW49tjlaA3ez3sxXZnyF+6bex5ryNSw7tIwt1VpT7b31e9lbv5eff/xzPpP3\nGW4aexMTEyces1+Ps0cwma3Dd0k3OBtYX7Ge9ZXr2VS1CYf32PFsKdYUHpn1CEvyl6ATJ35/k1JS\nV6qFJlPyIrvitzufE/AERactwvI5exMVFcWNN97I3//2dxAB9lVs4DLvDIwRVPTUm5T8Alpqq49J\ntwg1MjDw8Pq6deu6p5XMnDmTyZMnj6htCoXi3ECJTkXIMCQmYpk8Gdcnn9Cxfj0p3/zGMctNehNX\n5l7JlblXUt5ezvLDy1letJwGZwMOr4NXDr3CK4deYXTsaMbGjyXDkkG7px1TU3L3Psy2oV/SARmg\nsLGQdRXrWFexjk8bPz1hHZ3QMT15OhfnXMzSsUuxGW0n3V9rXS3uTk2opuTlD9muUCBMvUWzdg5t\nwdzJSCU/P58U0xjqvIdx+tp45513WLKkz9TtsJOWX8ChzevpaGrE0dKMPS4M03y6vlecQnQeOXKE\ndeu0PrrJyclceeWVI2yYQqE4V1CiUxFSohYtxPXJJ7gPHMBbW4cxNaXP9bKjs3l45sM8OP1B1lWs\nY9mhZWys2khABihuLaa4tafzVWFxDRdwEwDf3vIo2ckZ5MXmkRubS4o1hQ5vB+2edto8bbR52rTX\n7l6vg+/XOmppdp9YXRxrjuWCzAtYlLmI8zPPJ9YcO6Dfta60x8bUCPd06mPMoBfgl+jsyRjS04m+\n+OJwm3VK8hIn03S0Fp+pje3bt5Ofn8/EiRNPvWGI6WqbBFBbUkT+zNCPae0uJOpHczocDl5//XWk\nlBgMBpYuXYrJNDIpKwqF4txDiU5FSLEvXEjD878DoOXVV0n+Sv/dqYw6I5fkXMIlOZdQ46hhedFy\ndtXuorSttLsXptnXM8prU+MGZFPgZLsbMGPjx7IoaxGLshYxNWkqep3+1BsdR1c+J0KQnJN32jaN\nJEInEEYf0q9H2JJIvOFLiDNAbFhjLMS0jKc5eSdS+Fi5ciXp6ekRNxe8d3pFTfHhsIjOUxUSBQIB\nVqxYQXu71vP2qquuIiWl7y+FCoVCMRSU6FSEFOu0aZgnTMC9fz+Nf/4zcbcsxTjAD7Y0exoPTnuw\n++faplqWf7gcS1IOjgoIGHyMTxxHaVspTl//LXQsegsxphhizDFEm6KJMcUQa45lWvI0FmUtIs2e\ndlq/J/SIzoSMLIwWy2nvbySRgQD++qPoovPQx6YRd/P14TZpQFijjegDFqJbxtIWX4jb7WbZsmXc\ndddd6PWD/6IwUljsUcSlpdNSUx2WYiIpJQF3sPm/oe/60S1btnD4sNYxYtKkScyMkPGnCoXi7EGJ\nTkVIETodqd96lKN33Y3s7KTh2WdJf+KJIe3LarCSbkjHbMikmEZiou28cs0rSCmp7ayltK2UJmcT\nUaaoboEZY9IeJv3IevGklNQGRWekh9YBOj76CF99GaboPHTRaYgzpB+jLVr7O5rdScyYNpNde3ZS\nUVHBsmXLuP766yMqNJyaP0YTnWEoJvI3uZDBqU3G1BPzkHfv3s37778PQFxcHNdccw2ivzi8QqFQ\nDAElOhUhx75gAVEXXkjH2rW0LHud+M9/Acu4safe8CR4XJoHxxSsXBdCkGZPGxZv5VBxtrfR2doC\nQHJuZBcRSSlp+P0LBDpTg2/okU4fwhaZleC9sUb3iMp5MxZRXVtFTU0NhYWFNDU1cdttt0VMq5/E\nzGwAHM1N+H0+9IbQ3X49FR3dr429etn6/X7ef/99Nm/eDIBOp+Pmm2/GEuGeeYVCcWai+nQqwkLK\no/8PdDoIBKj71a9Oa19dLZNOp3J9uOmqWgfCU6k8CDq3bMG1dy/S0dD9nq/JFUaLBk5vZ5zBoOeO\nO+4gL0/Ln62pqeHFF1+krKwsTNYdi8nak3vsdYX2/HoqtDxNdAJTutbf1Ol08tJLL3ULTqvVyhe+\n8AWysrJOthuFQqE4LZToVIQFc0EBcUuXAuBYv56ODRuHvC9fcJqOwRg5l7PP3TPK02iK7FB1wwt/\nAED627vfO1NEZ2ebp/u1NdqEzWbj85//fPeoTIfDwd/+9jd27NgRLhO7MVp6RKfHFdqxnV2i05hu\nRxh11NfX8+KLL1JcHEwBSU3lvvvu6xbsCoVCMRJEzqe04pwj+atfQWfT8svqfvELpN9/ii36xhql\neTgdrZ5TrBk6vL1EpyGC8yM7d+6ic4vWiD/mykXd759xolOANUpLB9Dr9Vx99dVcc8016HQ6AoEA\n//3vf3nrrbfwD/EaGw5MvULWofR0yoDEW6mF101ZURw8eJAXX3yRpqYmACZMmMDdd98dcRX/CoXi\n7EOJTkXYMCQlkXjfvQC4Dx2iNTjnebDY4zVR197o6u5FGG58nl6iM4KKWXrja2ig6tFHARBGI4lf\nugNdMEXBVx9aT9xQ6RKd1igjOv2xt7NZs2Zx5513YrfbAdi2bRv//Oc/6ew8+UjVkeRYT2fobPDV\ndSI9ASSSna7D/Pvf/8bj0c7b4sWLWbp0KeYI/mKkUCjOHpToVISVhDvvxJCqFbDU/98zBByOU2xx\nIvZ4TdR53X7cveawhxNvhIfXAy4X5Q89hLeyEoCkr34VY2oqxiytyMS1vxHpO/1+pyNNl+i0xfQt\n7EeNGsW9995LWppWVHbkyBFefPFFamtrQ2ZjF+HK6fRUtOPDz4fGT1l/cBsARqORW2+9lcWLF6PT\nqY8BhUIRGtTdRhFWdFYryV//GgC++noqHvkagV6CbSBExfcIjvbGyAgL+zw9of5IC6/LQICq7zyG\na89eAGJvuIHEe+8BwD5T65ka6PThOtAUNhsHyqlEJ2gtgO6++24mTZoEQHNzMy+88AIrVqygvr4+\nJHYCmI7xdIbmOnW73WzZuY1XzJsp0WtCOy4ujnvuuYcJEyaExAaFQqHoQolORdiJvfZa7OctAMCx\nYQOVDz+C9Aw8P7MrvA6RJDp7eTojTHTWP/Mb2t9+G9Dmq6f/6IfdPRmtkxIRZq2pumN76L2Bg8XZ\nFV7vR3QCmEwmbr75Zi4OjvYMBALs3r2b5557jpdffpny8vIRt7X3gACvc2TD6x0dHXzwwQc8/fTT\nrK/aSafQrse8vDzuu+8+UoPRBYVCoQglkdNjRnHOInQ6sn77W47edx/O7TvoWLuWim98g6ynn0YY\nT90r0t7b0xkhBTDHFBJFUHi9ZdnrNL7wAgCm3FyyfvPMMeMuhVGPbVoyjm01uA414W/3oI+OzJxU\nKWUvT+epz7EQgkWLFjF69Gg2bNjA/v37AThw4AAHDhxg1KhRXHDBBRQUFIxIY/RQeDqbmprYtGkT\nu3fvxufrSTWJDdiYmz+N+Z+/NKImNSkUinMLJToVEYHOZiP79y9Qfs89OHfvpuP9D6j8f4+S+dSv\nEKdoom2xGzAYdfi8AdoaI6MAxufuERWRIjodW7ZS/YMfAKCPiyP7hd+j76Nxum12Ko5tNRCAzl11\nRC+KzL6NHpcffzDv1DYIYZyZmcmtt95KQ0MDGzduZM+ePQQCAcrKyigrKyM1NZXzzz+fSZMmDatA\n611I5B3mlklVVVVs3LiRwsLCY4rp0iyJTG7LZJRMIu0zs5XgVCgUYUWJTkXEoI+yk/3iHzj6pXtw\n7d1L+zvvUGUwkPGLnyP6+bAUQhCdaKG5pjOCwus96QGhnDxzMtwlR6h45BHw+RBGI1nP/RbTqFF9\nrmvKjsaQbMVX78SxvZaohZkRORKxs7XHm2yLGfz0pKSkJK677jouuugitmzZwvbt2/F4PNTW1vL6\n66+zZs0aFixYwIwZM4ZlnGbvlAuhO33xJ6WkpKSEjRs3UlJScsyyMWPGMH/ybEwv1yKkwDotGWPy\nieMvFQqFIpSE/9NQoeiFPjqanD++yNEv3oWrsJC2N99EGPSkP/lkv8IzOiEoOiMkvG5PSOh+3Vpf\n2z0CMRz4mpoof+ABAq2tAKQ/+RNss2addH0hBLZZqbS9XYqvrhNvRQemXqMTI4XKg83dr2NThi6o\nYmJiuPzyy1m4cCHbt29ny5YtOBwOWlpaWL16Ne+++y5paWlkZmZ2PxISEgZd9d1U2ZM3mpCROWg7\nnU4ntbW1VFZWdj96t38SQjBlyhTOP/98UlNTaXrlIJ1S+7IQc1H4rj+FQqHoQolORcShj4kh589/\nouyLd+E+cIDWlavAYCD9iScQJ/mgj07SQpctNZ14XD5MlvBe2knZPV7EhqNlYROd7R9+SM33f4Av\nWKWd9NBDxF5zzSm3s89Moe2dUpDg2FEbkaLz8PY6AKLizaTmxpz2/qxWKwsXLmT+/Pns3r2bTZs2\n0dzcjN/v7xZ5XVgsFjIyMsjMzCQrK4vMzEyioqL63X9jZUX364RTXA8ej4eamhoqKyspLS3lyJEj\n7Nq1q891jUYjM2fOZMGCBd1z5n2NTjp3a+fHOikRY5p9QOdAoVAoRhIlOhURiT4ujpw//4mjd96J\n+3ARrcteR+h0pD7+OLpeVcBd5E5J5NN1lfi8AYq21zHxgowwWN1DUlYv0VlexrgFF4T0+P7WVmqf\n/CmtK1d2vxd7ww0kfeWhAW2vjzFjGRuP62AznbvriftMHsIYOfmAHc0uqopaACiYlYLQDV/432g0\nMmfOHGbNmsWhQ4coLS2lsrKS6urq7uIcl8tFSUnJMWHt2NjYbk9odPSJIn3/oUN4YxLQGYyUVtcg\nao7tDuDxeKiqqqKqqora2tp+Bx0kJCR0C94pU6Zgsx3r6W3/qAKCbVajL8kZ6qlQKBSKYUWJTkXE\nYkhIIOcvf6HsjjvxlJTQ8uprODZtJuVb3yL68suOWTdnYgL2ODOOFjeFG6vCLjqNFguxqWm01tbQ\ncLQ0pMfuWLuW6u99H1+d5unSRUWR+th3iL3xxkHlZtpmpeI62Ix0+Wh97yhxV0fOXO6iHXUQ1GRj\n5oxM+x+dTsf48eMZP348AH6//4Twdu8+n62trbS2tlJYWHjynWbmA7B8+fIB22Gz2TAajUyaNIn8\n/HwyMjJOEJm98bW4cOzUBK1lQgKmjP49sAqFQhEqlOhURDSGpCRy/voXyh94AHfhfryVlVQ+8gi2\nOXOIeuTh7vV0eh0Tzktn+1ul1B5po7Gyg8TM8H7YJmXn0lpbQ2NFWUiO529ro/anP6O1l6CxX3AB\n6U/8GGN6+qD3Z52UiDHdjrfaQce6Csy5MZA1+IKdkeDwx5qoik22kpwTmtC/Xq8nIyODjIwM5syZ\nA2jN16uqqo4Rom1tbUM+hslk6g7bdz0APvroI+bPn09MzKnTCNo/qgC/pshjLlZeToVCETko0amI\neIwpKeS98gotr71G/f89g7+lhc6PP6bzjjtJmTMH//TpEBPTLToBCjdWsfCWsWG1Oyl7FMXbt9Bc\nU43X4x7RcZgd69Zp3s3geEddVBSp3/k2sTfdNOTKc6HXkXD7BOqe3YV0+2l65RD2u8cMp9lDorW+\nk7qydkDzcoazst5sNpOXl0deXo8XuL29vXu2eRdel5N/fPsREDDjqmuZfvlnTtiXTqcjLi7uhAKl\nwYhYf6sbx8c1mm1j4yMyF1ehUJy7qIlEijMCYTAQf9ttjH7nbRLuvAMMBggEiNu6ldqbbqbpb38j\nOtZA1vh4AA5urcHn9YfV5qTsoJdJSpoqRmbijb+9narHH6f8vvu7Baf9/PPJ/+8q4m6++bQFmTHJ\nSvzNmtCULh+dy0sRYR7J3lVABFAwOyWMlvRNdHQ0iYmJxzxwOdF53eg8brLzRpOUlHTCYygV8b2R\nvgBNrx3q8XKqXE6FQhFhnLWiUwhxqRBijRCiVQjRLoTYIYS4tY/1rhVC7BRCuIQQR4UQPxJCKA9w\nhKKPjSX1scfIX7kC8/z5AMiODmp/+jNKrrue/EStLZDb4ePI7oZwmkpSTm7364by4Q2x+9vbaVm2\njJJrrqV12esA6Ox20p74Mdl/fHFI4fSTYZuSTNR5Wo5soNpJVll4+z0WBcdzJmTYSTxD8hV7t0tK\nzBz+ZvvSL2l86QDuw1pxlWVSIuZRp1/Rr1AoFMPJWSk6hRB3Ae8CXuC7wKPAOiD7uPWuAlYALcBX\ng6//B3g2lPYqBo959GgSn/k/Kr/4RfTZ2p/VU1KC7smvYpRaE+7CjVXhNJH49Ex0eu37S/0wFBMF\n3G7a3nmXiq8+zOHzL6D68f/BV6OFUu3nnUf+f1cRv3TpiISbY6/OwxgM1abUWPDubxn2YwyExqoO\nGisdwMgVEI0EjRVHARBCR1z64Ht09ocMSJpfO4SrsBEAU24MCbeOG9ZjKBQKxXBw1nn0hBC5wHPA\ns1LKR06x+q+AvcDlUkpfcPs24LtCiGeklAdG0lbF6SGEwDFhPKn33oNv5Soann8eOjpIq9hIefbF\nVBxopvjHvyb1knnY5sxBNwxTZQaD3mAgITOLhqOlVBTuQ0o5aEEofT4cW7bS9uabtL/3HoGOjmOP\nkZhI8sMPE3fLyIjNLoRBR+Jnx1Pzm53g8uN8sxzv6GSMSdZTbzyM7H6/x2M4JgJD633h93kp3PAR\noKVcGIzDV4wlpaRlVTGdu7SUA2NmFElfnITOFDntrRQKhaKLs050Ag8AeuD7AEKIKMAhj2t6J4SY\nCEwEHuoSnEGeBx4Hbgb+NyQWK04LYTSSePddxF57DfXPPEP6W5soz74YgE+3NuF56R6EzYZ9/nyi\nFi0iatFCjBmhaak0etY8Go6WUltSROmeneRNP/kkoC6klLj27KH1jTdpW70af2PjMct1djvRl11G\nzJIl2OfPO+Vs+uHCkGDBek0OzlePgCdA07/2k/LlaSHr33lwaw0HNlUDkD0hntgzZKxj4boP6WjU\nUj1mXH3tsO1XSknr26U4tmjnxJBiI+nuyejCPBhBoVAoTsbZeHe6FDgAXC2E+CWQCTQLIZ4DfiCl\n7CqDmBF83t57YylllRCiotdyxRmCISmJ9CeeIOGuI5Q8V0iDw0p59sXEthaR0rCHjjVr6FizBgDz\nmDFEXbgI+8JF2GbOQAyj96k3sz5zHTtXr8LrcrL51ZfInTbzpB5J9+HDmtB88028FRXHLBMmE1EX\nXkjMkiVEXbiozwb5ocA4JoYjGU7Sqqx4qx00LztM/M1jEYaRzdRprnHw0UsHAbBEGbn4jokjerzh\nIhDws23lqwBEJSYxceFFw7bv9o/K6VirXSf6BAvJ90xGb4+MllYKhULRF2ej6BwD+IG/AL8A9gA3\nouVqGoDHgut1VVpU97GPauCkrjAhRAqQfNzbo0Gbj3w6ffoUA8fhcBzz3E1SIgsemM3bv92P1x1g\n/9R7iTdvwLz1XQJNTYAm8NyHD9P4xz8h7HbM8+ZiOe88TJMmoYuNRRcbO2xCdNLFl7P7rZVUFx1k\n78plpNti8FdX46uuwV9djb+mGl9VNYFejcYB0Okwz5mN9YorsC5ejC44ZrHD44HjWvKECofDQWW2\nkzTiocpF5+56XFXtWK/NQZ8yMqF2nzfA6t/vx+fWuhGcf2suAb2btjb3iBxvOCn+eDMtNdotZspl\nV+PodALOQe2jr+vc83E9rve0nGURZcB6Wy4O3HAGnJMzgZPeWxQjhjrnocfpHNy9aDgQ/Y1aCzdC\nCB0w0EQ8t5RSCiH8aAVS35FS/rzXvlYDFwKpUsp2IcT3gB8Hf67rvSMhxDogRko5/SR2/RD4QV/L\nfvOb35CTo1qVRALOOj2NO6yAQG8JkDK/A1tjJfYDB7EfPIilvBzRz/UfMJnw2234bXb8Vit+m42A\n3Ybf1vWwE7BZe362WjF0dGBsbsbQ3BJ8boaWZjbHGvDrdMQ5XCwoqqS/7EtndjbtM6bTPnUq/j7G\nKUYCBo+g4EA0dof2vTUgJJWjOqlLc9PvLzcEmj8x4yjXbgPRo93Ejg2P4B4sUkrKV7+Op6UJndlC\n7nWfRTcMqRCJdSZyi7UvIF5DgEOT2nDZwtzHSqFQnHEcPXqUhx9+GGCylPLTUBwz0j2di4APB7ju\nBLSwuhOwA/8+bvm/gSvRwubr6HE39NWx20L/7ojngVePe280sHLKlCnMnDlzgCYrTgeHw8G2bduY\nO3cudru9z3U+Tath55sV+F06fEfSmXf/YvTBULC/pQX3li24Nm7CvWULgdbWY7bVeTzoPB6Mzadf\nqZ2blkBxajwtdgsN0VaS252g06FPSUGfno4+LQ1jfj7WSy7GkDX8LXWGi65zPvOCOdguteJeX4tn\ncx06KcgutZNLKtZrctBFD4+X+MiuRirKjwCQkhfFZffMQqcPXzP4wXB07y6KWzTP+syrrmXGZZed\nYou+6Trnc2bMxrjPgbskOLPdrCPu9jEsSDszclvPJAZyb1EML+qch56dO3eG/JiRLjoPAHcNcN2u\nMHkVWoi99rjlXd7M+OPWTweO79ydDmw72YGCntHjvaMAWK3WAY2qUwwfdrv9pOd8/pJoOht9HNhS\nQ32Zg53/reLiOyZof6+YGMjJgVtuQfr9uD79FG9FBb6WFvzBR6C19difW1rxt7XBQCIERiPGtDSM\nmZlMS03haPkBvH4/ZefPYd43v4cpLXXEcklHmu5zfm0c7qlpNL1yCH+TC39pB44/HiL+xgJsU47P\nQBkczTUOtr6utRqyRBm56r6pRMWHJ5d1sEgp2fvOfwEwWW3Mv+4mzLahfZBKKUmoMyH/fhR3h1bz\nKIw6ku6ajDk3dthsVpxIf/cWxcigznnosFpD230EIlx0SilrgL8OcrMdaKIzEyjp9X5XjmZX4tzu\n4PNseglMIUQGkAX8YZDHVUQgQggW3z6elrpOakraOLC5hoSMKGZcdmwKhNDrsU6dinXq1FPuU/r9\n+NvaThClgbZ29PFxGDMzMWZkYEhORuh7KrtnvvwPti7/D3XVlVQ11pKXHbkezcFgzo0l9eEZtPy3\nhM4dtUinj6Z/HcA1s4m4a0cPqZra5/Hzzouf4g3mcV5618QzRnACVBTuo/qQ1nFtxpVLhiw4XcUt\nOFYVkVcbhUQTnMZ0O3E3FGDOUR/MCoXizCKiRecQ+Q9wG/AltNZHXbmhdwFNaKIUKeWnQogDwH1C\niBeklF0zEx8EJPBaqA1XjAx6o46rHpjKqz/9mI5mN5teLyI+zUbulKQh7U/o9Rji4zHEx5965V7M\n+sx17Hp7FR7nqSvZzzR0FgMJS8diGR9Py/IiAp0+OnfW4T7SSsIt4zDnDc4jt/7VwzRWaj1JZ145\nilGTEkfC7BFj6wot+8ZgMjPzqsG3SfLWd9L61hFc+5u63xNRBuKuzMc2MwWhOzuuG4VCcW5xNk4k\nWgl8ADwmhHhBCPFl4G3gAuAxKWXv8s5HganAu0KIe4UQz6BNMPqjlHJ/qA1XjBy2GBNXf3kqBpMO\nJLz7p09pqgptlaQ1OoYZV2oCpLroIAc2rQvp8UOBbUoyqV+biXlMHAD+Zjf1f9hL69ulSN+pi11c\nDi/v/eVTCtdrldnpBbHMuyZvRG0ebraueJWyvbsAmHLJ5dhi4wa8rd/hpXllEbVP7+wRnEYdVVmd\nRD0wHvvsVCU4FQrFGctZJzqDTeCvB34DXAs8DaQBn5dS/uG4dd9Aa6eUgDb68kbgSeChUNqsCA3J\n2dFcepfW39Hr8rPqmV2U7K4nlB0cZi25HpNVK/xY/dunKFw/0Dq5Mwd9jJmkuyYTe00+GARIradk\n1f9upXnZYVzFLcjAiee8dF8D//7xVg5t1dKxrTEmLv/SJHT6M+M2JaVk06v/YsO//wZoXzLmXHvT\nwLb1BWhfW0HNLz/GsbkaAhIE2GanEvXAeKqzXQg1ZUihUJzhnI3hdaSUHcDXgo9TrbsCbea64hxg\n9IwU5l2bx9ZVR3C0elj9+33kTklk4a1jiQnBSEdrVDRLHvkWq556Ep/Xw+rfPoWro4OZV10z4scO\nJUIniD4/E0tBHE0vH8Rb7UC6fDg+rsHxcQ26GBO2qcnYpicTiDezcVlx97QhgFGTE7no8+Oxx/XV\nXCLykFKy4d9/Y9tKLSvHHhfP0u/9hOiE/lM4pJQ49zXQ+nYp/iZX9/vmgjhir87DlBGl+v4qFIqz\nhrNSdCoU/THrqlys0SY2Ly/G3emjdF8j5Qe2MvuqXGZcloPeOLKetbwZs7npuz9m+S9+jMfZyYd/\nfQG3o4P5N9121uR4dmFMtZPy0HScnzZojeQPNkNAEmjz0LGhko4NlTiAtImpPwAAIABJREFUgNOP\nXQdek54LbhnL+AVpZ8y5kFLy0d9eZOfqVYA2eeiW7/2E+PTMPtf3t3twF7XgKmrBXdSCv7Un48eQ\nYiX26nws4+LPmN9foVAoBooSnYpzDiEEkxZmkjctmc3LiziwuQa/N8DWVSUc3FrDolvHkj0xYURt\nyJo4mVu+/yTLfvoDnG2tbHr1X7g62ll8xz0I3ZkRTh4owqDDNi0F27QU/A4vzk8acOysw1umefDs\nwASrnglWPfo0O1GBAIF2L/qYgc6FCB8yEOCDP/+OPe+tBiAmOZVbvv8TYlPSutcJuHy4S1pxF2tC\n01fbecJ+dHYDMZeNwj4nHXGG9CFVKBSKwaJEp+KcxRZj4pI7JzLhvAzW/vsgTVUOWmo7WfWb3RTM\nTuGCm8eMaHg3Nb+A2370c1773+/R3ljPztWrcDk6uOKBR9Dpz878Pb3dSHOsmQ/LHXhbvWSadGSb\ndcQGi2P8NQ5a3yih9c0SzKPjsE1Lxjo5CZ018m5VgYCfd3//LJ+ufR+AuLR0ln7vSaLjEnGX9Hgy\nPRXt0EcNlTDpMOfHYS6Iwz47dUitpRQKheJMQt3lFOc8GWPiuOXxOexdU8HHbxzB6/ZTtL2Osk8a\nmbskj6kXZY1YMUtCRha3/fjnvPaT79NcVUHhujW4Ox0seeTbGEyR7+kbDB6Xj83Li/lkbWX3e67c\nWLLvGI/VL+ncXUfnnnr8jS6Q4A6KtuYVRZiyozHEW9DHm499jjUjDKH3DAf8flY/92sObFwLwKis\nqSy+7Iu4V9XSfuQQ0tuHytQJTDnRWAo0oWnKjkacIUVSCoVCMRwo0alQAHq9jhmX5TBmdgobXi2i\neGcdXpefja9p4fcLPzuW9IKBt74ZDDFJKdz2o5+z7MnvU3ekmOLtW3n9Zz/kuv/3P5htZ/6IQ4/L\nR9m+RrasLKatQSuWMZh0nHdjAZMXZXa3AIq9PJeYy0bhKW/Hubuezr31BDq84Jd4StvwlPZRUCNA\nH2NCH285VozG9TwPVpRKKcEXIODyE3D6CLh8SJe/+9nX6ebQug1Yqw2cl3I9qbZcTMKM66Pjh6Bp\njdzNo+Mwj4nDnBuLznx2erAVCoViICjRqVD0IirewpX3Tebop42se/kQrfVOGis7eP1XOxk3P41x\n89LIKIgb9mIjW0wst3z/p6z4xY+p2P8J5Z/u5dUnvsuN3/nhoPo8RgquDi9H9tZTsque8v3N+Hv1\n6MwYE8fFd0wgNvnEbgFCCMw5MZhzYoj9TD7ukhac+xrw1nXib3bhb/Nooxu6kOBv9eBv9ZxclEZ3\niVIz+ngL6ATS5dNEpcuHdPoIuLtEpfY+/v7baKWTQ3pszgnv6xMsWEZrnkzz6Fj0UWeXt1qhUChO\nByU6FYo+yJmUyG3fn8uud4+yY3UZfl+Ag1tqOLilBoNJR+a4eEZNSiRnUgKxycPjjTTbbNz43R/x\nxtM/o2Tnx9SWFPHHh+9l8kWXMvPKa4lLSx+W44wUHc0uSnY3ULK7nqrDJ/biNFkN3ekKA2lwLvQC\ny5h4LGN6Jj9JXwB/qxtfswt/84nP/jb3iaK0zYO/zYOnbLh+U80b6hc+THF2TSQXxGEZHYchMfSz\njBUKheJMQYlOheIkGIx65nwmj7FzU9nwahFl+xqQEnyeAGX7Ginb1whAbLKVnKAAzRwXj/E0mngb\nTWau/ebjvPP7Z9i//kO8Lie7Vv+XXW+/QcHsecy6+noyJ0yKmHY6LbWd/P/27jxOrqrO+/jn23vS\nnT2dBZJ0FpawStgUFF4oiggICoj7THxE2dVR0XkYRlBnRB+XEURRHBVRR0EG2TdBAiJKgBCWLITs\nCUlIIOluutNLuvs8f5xbyU2leku6qpPO9/3KfVX3uefee+6vOlW/OvfcU0vnbmDp3A28tmzHnsZB\nQ0qZcvhops4Yw4QDR+xyD7FKiigZNajT5G5bUtpC+6bmbUlpbZKU1sWkVOXFFFUUo4oSiipKUj8X\nU1RRgipKUHkRG9YuZ9GcJ3lt1WK2dLTEJbQy9dhjOeXCy7ZO9G9mZt1z0mnWjWHVgzn94sNpbtzC\n6oWbWDHvDVbOe4PNda0A1G1o4sVZq3lx1mqKS4rYZ/9hSRI6ihHjBvc6QSwuKeF9l3yR6W8/kWfv\nvZOVL86FEFj89D9Y/PQ/GDNlGked/gEOPO4dFJeU5uOUOxVCoLW+iOcfepXV8xfk/CrRqhHlTJ1R\nzbQZ1YybNpyiAn5tY7dJaXv8pp+uelrbWluZ/9dHeebW29m0dttNT8WlpRxy0skcdcYHGblP7jk4\nzcysc046zXqoorKU/Y4aw35HjSGEwBuvNrIySUDXLq6joyPQ3tbBqgWbWLVgE3+7bTFVI8uZdMgo\nag4exYTpIyjr4dQ/kpg64ximzjiGDSuXM+e+O1nwxCzat2xh/bIl3H/993n8d7/iiFNO5/B3n8rg\nocPydt6hI7BuWT1Ln1vP4jmv0bCxkvWs3a7O8LGDmTajmqkzqqmeNGS36YnN1tUcmM0NDTz/5/uY\nc/9dbK6r3VpeXlnJEaeczoxT30/l8BGdbm9mZl1z0mm2EyQxekIVoydUceR7a2htbmP1wk2snL+R\nlS+9wZvJVxo2bGxh/l/XMP+vaygqEuOmDWPC9BFUjSinoqqMispSKipLqKgqpXxwac5ewepJk3nv\nhZ/nhI/+M8//+X7mPnQvm+tqady0kb/d8hueuv0WDj7xXRx52lmMmjCxx+cQQmBLczuNdS001rXS\nWNtCY10Lm2tbaaxvSX5vZXNtC205pgCqnjSEqUfERHPk+MqdD2Y/q399A3Puu5MXHnmQLc1NW8ur\nRo3m6NM/wGHvOsWX0c3M+oCTTrM+UFZREhOwI6oJIVD72mZWztvIinlvsGZRLe1tHXR0BNa8Usua\nV2pz70RQPqgkJqJVpUlCmixVJVRUlVE95WRO+9y7WLvoaRY8cT8bX11B25ZWXnjkAV545AEmH3EU\nR512FuMPOIym+i1bE8nGJJHcXJtKMOtbaWtp7/lJCsZMrqKl/HXe9cFj2Kemum+C109eX7mcp+++\nnYV/e4yO9m1xGD2xhmPOPIcDjz+R4hK/RJqZ9RW/opr1MUmMGFfJiHGVvOXkiWxpbWfNotp4KX7+\nRmpzfA0iECdE39xGy+Y26jY05a6z1WBCOJvSqlV0tM6hvXUpAMvnPsvyuc+iolEUV8ygqGRfVDQC\nqec38JSUFVE5rJzK4eVUDitj8LByRo6vZPLho2mjmUcffZSqEfn7pqZ8aazdxPrlS1m/fCmr57/I\n8ufnbLd+4sGHccyZ5zD5iKN22+EBZmZ7MiedZnlWWlZMzaGjqDl0FACtTW00NWyhuTFZGrIes39u\nbMvZIymJ4tJJcanYRHvLHNpb5gFthI43aNv8cFKzGBWPpLikmvIhY6kasQ/Dxk5k+JgxVI4ojwnm\nsLIkySyntKK406Srvr45T1HqOx3t7Wxcs5oNK5axfvlSNqxYxoYVy7Ybp5khFbH/W4/nmPefzbj9\nDuiH1pqZ7T2cdJoVWNmgEsoGleScHL0z7Vs6OklIM7+Po7lhPwItbN44h/XLnqClMZNktRPaN9DW\nvoG2lvk0vg6vvQJlgwYzemINoyfVMHpiDWHSZCqqJlOmIfk58Txo2dyYJJfLkuRyKa+vWkH7li1d\nblc1YiTTjn4bR53xAUaM26dArTUz27s56TTbAxSXFsWeyOE9uax9LB3tn2H98qW8vnI5r69asXVp\n3LRxa63Wps2sWbSANYsWbLd15YiRMRmdWMPoSZMZPbGGURMmUlpe0cdn1XMhBOo3rGf9iqVsWB6T\nyw0rllG3fsevnkwrKi5m5L4TGVMzheqaKVRPnkp1zZS83u1vZma5Oek0G4CKiosZN21/xk3bf7vy\nzfV1vLF65bZkdGVMRlubto0zbdy0kcZNG1nxwnPbNpQYPnYcw8dPoG5LGy+XiopBFcm3DoX4L8Sf\nQ0cgxAJCYGsZhFgnBAIQOuId8ZkykrKQ2l9zw5tbL4+3bN5xTtC08spKqmumMKZm6tYEc9SESZSU\nFnYuUzMzy81Jp9leZPDQYQw++DAmHnzY1rIQAm++sWFrAppJSDe+uor2trZMJWrXraV2XZyf8/GX\nnsu1+4IZNnbcdsnlmJopDBld7RuAzMx2Y046zfZykhg6egxDR49h6pHHbC1vb2ujdt1aXl+1fGsy\nun7FMuq7uaTdl0pKyxg1sYYxk1OXxydNoXyw5800M9vTOOk0s5yKS0oYNWEioyZM5MDjTgCgvr6e\nR/78EMceOYMhQ4YAir2LAiFUFKdmimWx11FFRYikjhS3KdLWMpT5Oe4rvb9MmZmZ7fmcdJpZrxSV\nlDJkVDVDhw7t76aYmdkepOczRpuZmZmZ7SQnnWZmZmaWd046zczMzCzvnHSamZmZWd456TQzMzOz\nvHPSaWZmZmZ5NyCTTklHSbpH0jpJDZJekPQ5ScU56p4paY6kZkkrJX1dkqeSMjMzM+tDAy7plHQU\n8CQwGfgO8CVgKXAt8IOsuu8D7gBqgcuSn68EflS4FpuZmZkNfAOxR++C5PHEEMLG5OefSXoMmAl8\nPlX3e8ALwCkhhDYASfXAFZKuDSEsLFCbzczMzAa0AdfTCQwFmom9l2lrgabML5IOBg4GbswknImf\nEL+c79w8t9PMzMxsrzEQk85ZxMTzZ5IOklQj6ULgbOCaVL0ZyeMz6Y1DCGuA1an1ZmZmZraLBuLl\n9Z8DhxAvs5+flLUDl4YQfpqqNz55XJtjH2uBfTo7gKQxQHVW8TSApqYm6uvrd6LZ1luNjY3bPVr+\nOeaF55gXnmNeeI554TU1NXVfqY/t1kmnpCKgrIfVW0LULmkJ8CDwR+Kl9o8CP5K0LoRwR1J/UGa7\nHPtqJvaWduZi4KpcK1588UXq6up62GTrC7Nnz+7vJux1HPPCc8wLzzEvPMe8cFauXFnwY+7WSSdw\nIvBoD+seBCyU9K/Em4X2DyE0JOtulfQo8GNJ9yRjODMpfnmOfVWk1ufyE2JCmzYNuPOwww7jyCOP\n7GGTbVc0NjYye/Zsjj32WCorK/u7OXsFx7zwHPPCc8wLzzEvvDlz5hT8mLt70rkQ+FQP62Yuk18M\n/CWVcGbcRZwyaTKwOFV/PLAqq+54oNOPWyGE9cD6dJkkAAYNGsTQoV11klpfq6ysdMwLzDEvPMe8\n8BzzwnPMC2fQoEHdV+pju3XSGUJYB9zUy83GAjtMAg+UJo+Zc56bPB5NKsGUtA8wAbixl8c1MzMz\ns04MxLvXFwHvkTQqU5B8E9F5wJvAEoAQwjxiT+pns76p6CIgALcVrMVmZmZmA9xu3dO5k74N/BZ4\nStKNxLGZHwWOAq4MIWxJ1b2ceNn9IUl/AA4FLgX+O4SwoLDNNjMzMxu4BlxPZwjhd8CpxLk2Lyd+\n61AVcGEI4T+z6t5DnL9zJPGrL88GvgVcUsg2m5mZmQ10A7GnkxDCg8Qpk3pS9w7id66bmZmZWZ4M\nuJ5OMzMzM9v9OOk0MzMzs7xz0mlmZmZmeeek08zMzMzyzkmnmZmZmeWdk04zMzMzyzsnnWZmZmaW\nd046zczMzCzvnHSamZmZWd456TQzMzOzvHPSaWZmZmZ5NyC/e72flAEsXbqUqqqq/m7LXqGhoYGV\nK1eyYMECx7xAHPPCc8wLzzEvPMe88JYuXZr5saxQx1QIoVDHGtAkfRK4ub/bYWZmZtYL/xRC+E0h\nDuSezr6zKHk8F1jYnw3Zi0wD7gTOApb0c1v2Fo554TnmheeYF55jXnjTgdvYlr/knZPOvtOQPC4M\nIczr15bsJSRlflzimBeGY154jnnhOeaF55gXXirmDV3V60u+kcjMzMzM8s5Jp5mZmZnlnZNOMzMz\nM8s7J519ZwPw9eTRCsMxLzzHvPAc88JzzAvPMS+8gsfcUyaZmZmZWd65p9PMzMzM8s5Jp5mZmZnl\nnZNOMzMzM8s7J51mZmZmlndOOs3MzMws75x07iJJ5ZK+I2mNpCZJT0l6T3+3ayCRdKSkuyRtlLRZ\n0kuSPpdV53hJTyTr10m6TlJVf7V5TyCpStLXJT2QxDZImplVp0jSzCT+qyQ1JvG/UlJFJ/v9tKQF\nkpolvSLpsoKc0B6gJzFP1T1P0j8k1Up6Q9Jjkk7PUa9I0lckLUti/oKkj+b9ZPYQko6RdL2kecnf\n70pJt0o6oIttSiXNT56fL+dY75h3QdIhkv4oaWnymvy6pMclvT9H3YOS/w8Nyf+J30iqzlHPMe9C\nL2NeJOkiSXOTvOUNSX+R9JYc9fo05k46d91NwBeB3wGfB9qB+yS9oz8bNVBIOgX4OzAG+CYxxvcA\nE1J1jgAeAQYTn4v/Bj4L/LHQ7d3DjAa+BhwEPN9JncHAr4Bq4KfAF4DZxLnd7lfqy3sBJF1AjP88\n4DLic3edpK/m4wT2QD2JOUmifgvwOvCvxL/9YcA9ks7Oqv6fwHeAPxNjvhL4H0kf6fPW75m+CpxD\nfI34PHAjcCIwR9KhnWxzGTCpi3065l2rAYYAvybG/JtJ+V2SPpupJGkC8DiwH3AF8D3gdODPksqy\n9umYd61HMU/8ErgOeJYYy28Q4zkmq17fxzyE4GUnF+BYIABfTpVVAIuBJ/u7fXv6AgwF1gG3A0Vd\n1LsPWAMMTZWdnzw3p/T3eeyuC1AOjEt+PjqJ18ysOmXA8Tm2/VpS/92pskHEJOmerLq/BRqAEf19\nzv299CTmybpFxOReqbKhwJvAnamyfYFW4PpUmYhv5KuA4v4+5/5egOOBsqyy/YFm4Lc56o8BaoF/\nz359d8x36XkoBuYCC1NlPwE2A5NSZe9O4v5ZxzwvMT8vie8Hu9k2LzF3T+euOZfYs3ljpiCE0Az8\nAjhO0sT+atgA8TFgLPBvIYQOSZWStvublTQUeA/xzaM+tepmYqJzXsFau4cJIbSEENZ1U6c1hPBk\njlV/Sh4PSpW9ExhFfCNJ+zFQSezB2Kv1JOaJocD6kLzSJ9vWE/+mm1L1zgJKScU82eYG4tWA4/qi\n3XuyEMKTIYTWrLJXiL3xB+XY5NvAy8QPS7k45jshhNBOTFaGp4rPIX5IXZmq9zDxQ1f6tdsx3wmd\nxPyLwOwQwp+Sy+eVnWyel5g76dw1M4BFWckOxB4KgCMK3J6B5t1APbCvpJeJb7j1km5IjSc8DCgB\nnklvmLzJzCU+R9b3xiWPr6fKMrF+Jqvus0AHfi56YxZwqqTLJE2WNF3Sj4mX2K9N1ZsBNAILsraf\nnVpvWZJhIWPZ/u8XSccC/0wcRtLZ1/U55j2UdBSMljRN0r8A7yMOc0DSvsRe5ezXC4ixTMfRMe+h\nbmI+lHiF9mlJ3wLqgIZkHGh2B01eYl6yMxvZVuOBtTnKM2X7FLAtA9H+xL/RO4m9x/8XOIk4tmQ4\n8FHicwCdPw8n5L2Ve6evED8Q3J8qGw+0hxDWpyuGEFolvYH/P/TG54jjP69LFogJ0skhhL+n6o0H\nXkv3iCb8GtS1jxMvH34tU5Akoj8Cbgkh/F3S5E62dcx77vvABcnPHcShUpcmv3f32j1SUnkIoQXH\nvDe6ivk04iXyjwBtxNfxOuIY0D9Iqg8hPJDUzUvMnXTumkFAS47y5tR623lVxBtZfhpCyNytfnsy\nwPwCSV9jW4w7ex78HPQxSVcQe6EvDiHUplYNIo4BysXPRe9sJl7iXU28cW4I8C/Ev/8TQgiLk3p+\nDeolSdOJQz7+TrzpImMm8crJud3swjHvuR8CtxETlPOIYwwzNwh199qdqdOCY94bXcU8M6PLKOBt\nIYSnACTdBSwDrgQySWdeYu7L67umiXhjQLaK1HrbeZn4/T6r/H+Sx+NSdTp7Hvwc9CFJHwb+A/hF\nCOGGrNVNbHtxy+bnonf+SLy5YmYI4bYQwq+IvfxlxDtKM/wa1AuSxgH3Ent3zk3GvGUuO14DfDeE\nsKqb3TjmPRRCWBhCeDiEcHMI4Qxi0nN30qvc3Ws3qTqOeQ/1MObLMglnsk0DcDdwrKRMZ2ReYu6k\nc9esZdslgrRM2ZoCtmUgysTvtazyzOXbEWzr6u/sefBz0EcU55+9mfimfWGOKmuBYkljsrYrI36y\n9nPRA5KmAqcCd6XLQwgbgSeAt6eK1wLjsqeuwq9BO5A0jDgcZDhwagghHZsvExP6W5IxtJPZNi3b\niKQs84HKMd95twHHAAfQ/Wv3xuTSOjjmuyId887eUyG+r5YSb/qEPMXcSeeumQsckHxKTntrar3t\nvGeTx32zyjNjSTYALxHHphydrpC8QRyBn4M+IemtxDvWnwHOCyG05aiWifXRWeVHE19r/Fz0zNjk\nsTjHulK2HxY1lzgEJfsubL8GpSQ3Ht5NfOM9I4QwP6vKJOKH2HnEy4zLgL8m665Ifj84+d0x33mZ\nS7LDQgivEl/Ds18vIN7sko6jY77z0jFfQ5yGMPs9FeL7ajNxWjbIU8yddO6a24hvDOnJbsuBTwFP\n9eAyjXXt1uTx01nl5xMTzVkhhDrgYeATkoak6nySeFnBE8TvIkkHEXs3lxPfsDu7rPIXYCNwUVb5\nRcQxivfmq40DzGLiDQAfTvcyJBNpnwA8l6p7J7AFuDhVT8Se6FeBXNNd7VUkFRMn2j8O+FDWjVgZ\n1wEfzFoyN2PclPy+LPndMe9G9tWOpKwU+CfiZdlM0v+/wBnp6QUlnUz8cJB+7XbMu9GLmN8CTFTq\nmxMljSZOkfSXEEJHUpyXmPtGol0QQnhK0h+Ba5InfDFxuo3J7JgoWS+FEJ6T9Evg/yTjTB4jjmv7\nEHBN6vLYvxH/Azwm6UbiZbEvAQ+l7sSzHCRdSrzcmOk9fn+S3EC8k7cDeJDYC/Rd4PSsqy1LMm/i\nIYQmSf8O/Dj5f/EgMUn6BHGu1Y35Pp89QXcxDyFsSP7uzwcekXQ78Uaii4m9Ftdk9hVCWC3ph8Dl\nyRvM08AHiHH/eGbM4l7u+8CZxJ7OkZI+kV4ZQvhtCGEOMCddnrp7fV4I4Y5Ufce8ez9LrgA+TkxQ\nxhFnDJgOfCkZQwjwLeLr+aOSriV2FFwOvEj8JjTAMe+hnsb8GuINRv8r6QfE8c0XEq+iXJHZWd5i\nvjMzynvZbtb+CuKb8Vpi1/Rs4L393a6BsiT/Ea4i9rK1Aq8AX8hR7x3A34if6NYD1wND+rv9u/uS\nxDV0skxOls7WB+CmHPv8DLCQeOfjYuKchyr0ue2uS3cxT+qUEKc5eY54uetNYk/yO3Psr4g4ndjy\nJOYvJW8K/X6uu8NCnPO007/hLrbL/O1/Occ6x7zrmH+E+NWJ64i9ZRuT38/MUfcQ4gfURmATcVL+\nsY55XmM+lTiVUh3xKtQjwDGFiLmSHZuZmZmZ5Y3HdJqZmZlZ3jnpNDMzM7O8c9JpZmZmZnnnpNPM\nzMzM8s5Jp5mZmZnlnZNOMzMzM8s7J51mZmZmlndOOs3MzMws75x0mpmZmVneOek0swFF0kxJIfXd\n2YU8dpB0daGP2x8k3SRpeYGONTmJ7cxCHM/M8sNJp5n1G0lTJF0vaZGkzckyX9KPJR3e3+3LRdJp\nhUgskyTr+nwfp69IGizpakkn9XdbzGz3VNLfDTCzvZOkM4BbgDbgd8DzQAcwHTgbuEjSlBDCiv5r\nZU6nAZcAV+dYN4h4PnuDz7B9x8Vg4Krk51kFb42Z7facdJpZwUmaBvwBWAGcHEJYm7X+q8DFxCR0\njxFCaO7vNhRKCGFLf7fBzPYsvrxuZv3hK0Al8KnshBMghNAWQrguhLAqUybp8GQc4VJJzZLWSfql\npFHdHUzSWZLulbRGUoukJZL+XVJxjrpvlXSfpE2SGiW9IOnzybqbiL2cmcvfQVJIbbvDmE5J+0r6\nRerYyyTdIKmsx9Hq+twuljQv2feaZGjC8Kw6syS9JOlgSY8mwxhelfSVHPurkXRXcu7rJf2XpPcm\n53ZSqt7WMZ3J+NkNyaqrUrG5OnX8WTmOtcO4UEnDk/I6SbWSfg0Mz942qTtd0m2SNiZ/E89IOrOn\nsTOzwnJPp5n1hzOAxSGEp3qxzXuAqcCvgHXAIcBngUMkvS2EELrYdibQAPwgeXwX8A1gKHB5ppKk\n9wD3AGuBa5PjHJS091rgZ8A+SVs+2V2DJe0DzCYmTTcCC4F9gXOJl6Nbe3LiXez/auIl7YeBG4AD\ngYuAYyS9Pas3cgTwAHA7cGvShu9IejGEcH+yv0rgL8B4tp3/x4B3dtOUDclxbwD+lBwD4IVeno+A\nO4F3AD8FFgAfBH6do+4hwN+AV4FvA43AecAdks4JIfypN8c2swIIIXjx4sVLwRZioheAP+VYNxwY\nnVoGpdYNylH/I8m+TkiVzUzKJnez7U+JiUp58nsxsBRYDgzPqqvUz9fHl86c5xaAq1O//xpoB47O\nUVe59pG1r+u7WF8NtAAPAkWp8kuSbT+VKpuVlH0yVVZGTK5vS5V9Mal3Vqqsgpj8BeCkVPlNwPLU\n76Ozzz/r+LNylGfv46xkH5enyoqBx5Pymanyh4lJbXk6psREdFF//5178eJlx8WX182s0IYmjw05\n1s0i9ppllksyK0IITZmfJVVIGg38Iyk6sqsDZm07JNn2r8TexunJqhnAFOCHIYTarO276kXNSVIR\n8AHg7hDCMzna1Ot9Znk3MXH8YQghPfb150A9cHpW/Qbgt6njtxJ7Yaem6pxK7Dm8K1WvOdlnIZxG\nvBHrhtTx24EfpStJGknsrb4VGCJpdPKcjiIm4ftL2rdAbTazHvLldTMrtDeTx6oc6y4AhgBjSSVI\nsDXRuIrYuzkma7thXR0wuRT7H8REZWjW6sy205LHl7raVy9UJ8fqq/1lq0keX04XhhBaJS1Nrc9Y\nnSPR3QSkp6aqAZbkqLd4VxvbQzXA2hBC9geSl7N+34/Yq/nNZMllDDGBNrPdhJNOMyuoEEKdpLXA\noTnWPQVbb0zJditwPPBdYC6x566IOE6x06s2yU01jxF7/74GLAENOmz2AAADz0lEQVSaib2j3+lq\n2wGmvZNyFeDYoZPj7HAjVw9lnrPvEXs2cylUomxmPeSk08z6w73A+ZKODSHM7q6ypBHAycBVIYRv\npMr378GxTiJedj07hPB4atspWfWWJI+HEscLdqanl8U3EBPdHZLrPpKZv/RA4lhUAJK74qfQ9Tl0\ntc+DJSmrt3O/HmzbVVw2sf1l/Izs3tgVwMmSqrJ6Ow/Mqpc53y0hhJ05TzPrB3vLJ3wz2738P2Az\n8EtJY3Osz+4Va++k/As9ONYO2yaJ2cVZ9eYAy4Av5JhyKH3cxqQs5zQ+Gck4yzuA90s6Ont91j53\nxsPEu98/l7WvTxOHDNy7E/t8kHh3/dZphyRVECeC787m5DFXXJYA0yVVp/b7FuDtWfXuI3aGXJSq\nVwxclq4UQlhPHP97gaTx2QdLH8fMdh/u6TSzggshvCLpY8DvgZclZb6RSMReuo8RJ4ZfndSvl/Q4\n8BVJpcSxeqckdbvzJLGn7deSriO5i5usBDaE0CHpIuBuYK6kXxHv7p5OnJ7pvUnVZ5PH6yQ9CLSH\nEP7QybGvSNr5mKQbiXeBjwc+RJwWqLaT7TKOlnRljvJZIYQnJF1DHOf6gKS7iD2CFwNPkzUmtod+\nBlwK/F7StcTz/zhxOAJ00ZsZQmiSNB/4sKRFwEbgpRDCS8AviXfGPyjpF8TxlhcC89h+jO3dxLvP\nv50MsZhP/HaqXGN2LwGeAF6U9HNi7+dY4DhgAvCW3p68meVZf98+78WLl713Id688xPgFaCJ2Fu2\ngHj38luy6u5LnP9xEzFZu5WYwGVPUzSTHadMOh74e7L/V4ljOU8haxqgpO7bgYeIl8YbiMnwpan1\nxcB1wHpiYhxS63aYMgiYRJw6aT0xeVtCnHaprJvYhC6WK1P1Lkli1kqcV/Mn7Djl0yxiAph9jJtI\nTVmUlE0hzlW6OWnz94iJXwDe2s22xwHPEKdyyn5ePp6cewvwXBL/XPsYCdwM1CXP883AEWRNmZTU\nnZrEdm1y/quJies5/f237cWLlx0XhbCrs3aYmdlAJukLwH8BE0IIviPczHaKk04zM9tK0qCQNScq\nsWeyOIRwQP+1zMz2dB7TaWZmabdLWkmclmoY8AniuNaP92urzGyP56TTzMzSHgTOJyaZxcSbeT4S\nQrilX1tlZns8X143MzMzs7zzPJ1mZmZmlndOOs3MzMws75x0mpmZmVneOek0MzMzs7xz0mlmZmZm\neeek08zMzMzyzkmnmZmZmeWdk04zMzMzyzsnnWZmZmaWd046zczMzCzvnHSamZmZWd79fwFjKOw1\nwTWRAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11b023f98>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"base_time = astropy.time.Time('2018-7-01 00:00:00') - utc_offset\n",
"time_deltas = np.arange(0, 26, 3)*u.week\n",
"\n",
"for time in (base_time + time_deltas):\n",
" l = []\n",
" b = []\n",
" for az in range(0, 360, 10):\n",
" altaz_coords = AltAz(alt=60.0*u.deg, az=az * u.deg, obstime=time, location=subaru)\n",
" galactic = altaz_coords.transform_to(Galactic)\n",
" l.append(galactic.l.deg)\n",
" b.append(galactic.b.deg)\n",
" plt.plot(l, b, '-')\n",
" \n",
" # Label the first instance\n",
" if(time == base_time):\n",
" plt.text(np.mean(l), np.max(b), str(time).split(' ')[0])\n",
" \n",
"# Label the last instance\n",
"plt.text(np.mean(l), np.max(b), str(time).split(' ')[0])\n",
"\n",
"plt.xlim(0, 360)\n",
"plt.ylim(-90, 90)\n",
"plt.xticks(np.linspace(0, 360, 7))\n",
"plt.grid()\n",
"plt.ylabel(\"Galactic Latitude\")\n",
"plt.xlabel(\"Galactic Longitude\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"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",
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}
},
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}
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