thareUSGS/craterstats_demo_notebook.ipynb

## craterstats_demo_notebook.ipynb
{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "composed-course",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "import os\n",
    "import gm\n",
    "import craterstats\n",
    "from IPython.display import Image, display"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "discrete-pledge",
   "metadata": {},
   "outputs": [],
   "source": [
    "def demo(d=None):\n",
    "    cmd=gm.read_textfile('config/demo_commands.txt',ignore_blank=True,ignore_hash=True)\n",
    "    out='demo/'\n",
    "    os.makedirs(out,exist_ok=True)\n",
    "    f = '-o '+out+'{:02d}-demo '\n",
    "    f2 = '{:02d}-demo.png'\n",
    "    \n",
    "    if d is None:\n",
    "        d=range(0,len(cmd))\n",
    "\n",
    "    for i in d:\n",
    "        c=cmd[i]\n",
    "        print(f'\\nDemo {i}: \\ncraterstats.py '+c)\n",
    "        a=craterstats.parse_args((f.format(i) + c).split())\n",
    "        craterstats.main(a)\n",
    "\n",
    "        try:\n",
    "            display(Image(filename=out+f2.format(i),width = 600))\n",
    "        except:\n",
    "            continue"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "characteristic-message",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Demo 0: \n",
      "craterstats.py -f png -cs 3 -title Differential plot -subtitle with two Poisson age evaluations -p source=sample/Pickering.scc,psym=0 -p type=poisson,range=[.2,.7],isochron=1 -p range=[2,5],colour=3,offset_age=[2,-2]\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 600
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Demo 1: \n",
      "craterstats.py -f png -cs 3 -title Differential plot -subtitle with two differential fit age evaluations -p source=sample/Pickering.scc,psym=1 -p type=d-fit,range=[.2,.7],isochron=1 -p range=[2,5],colour=1\n"
     ]
    },
    {
     "data": {
      "image/png": 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/AIB79+6p9DRT5+7du7Vuf+3atVi7dm29tm9jY4Pk5GSUlJTUOK6qbNmyBTNnzlR5LR6nmM+vMVhbW8POzg53795FcnIyPDw8qix/7do1AEDr1q0rLdO6dWuEhYUpyxIRERHpCibviIiISKfduHFD+bu7u3uDH0+RoDI2NlYZslvf7Tdp0gS2trZVlnVycqpR29UlG2vj559/xoQJEwAAQUFBGD9+PFq3bo1mzZrB1tYWn376qXI128ZkYmIC4OHiH9XJy8sDAOViFOoo9tVmFVsiIiKihsTkHREREem0AwcOAAD8/f3h5eXV4MczNzcHALi6uuLKlSsN1v67776rsiqsrvrss88AAG+88QZ++OGHKlf7bUyKJGh1CVDgf4k5RRJPHU0SfERERETawDnviIiISGfdvn0bX331FQBg4sSJjXJMxSITCQkJyMrKarD2IyIi6r3tyujpPfwvX3l5eY3rRkdHAwDeeecdnUncxcbGIj8/H1KpFC1atKi2vOKa//3335WWUQxn9vf3V9muOOfaXDsiIiKi+sDkHREREemk9PR0DBo0CDk5OWjdujWmT5/eKMf19fWFn58f5HI5Fi5cWGXZ7OzsGrc/dOhQAMDBgwerTOAJIXD//v0at6+OYlXaxMTEGtdVDMUtKChQuz8tLa32gdXS+vXrAQAvvfSS2gUoHjdw4EAAwPbt29X2vrt27RpOnToFiUSC/v37q+yry7UjIiIiqg9M3hEREZFOiY+Px4oVK9CqVStcvHgRTZs2xY4dO2BoaNhoMaxYsQIAsHHjRrzxxhsqiRu5XI5z585h8uTJePvtt2vcdufOnTFs2DDI5XL069cPX375pcq8bbm5udi5cye6dOmCkydP1v1kALRt2xbAw95lv/76q3J7SkpKtXV79uwJAFiyZAkyMzOV2//991/06dMH//3vf+slRnVOnz6tEmNxcTFWrFiBr776CgYGBliwYIFG7bzyyisICAhAeno6hgwZotLmpUuXMHToUMjlcrz22mvw9fVVqau4dqtWrVIm/kpKSpCRkVHHsyMiIiLSDOe8IyIiIq35z3/+g6+//hpCCBQWFiIzMxMPHjxQ7u/Rowe2bdsGFxeXRo1ryJAhWLduHT744ANs374d27dvh4uLC0xNTXH79m3k5+cD+F8vupraunUr8vPzcfz4ccyYMQOzZ8+Gq6sriouLcevWLeUQzfoaptq9e3e0b98ely5dwvDhw+Hg4ICysjKUlpZWOQ8cACxfvhxhYWE4deoUXFxc4OrqisLCQqSnp8PIyAitWrXC5cuX6yXOx+3cuRM7d+6Eg4MDbGxskJqaioKCAujp6WHDhg0IDAzUqB2pVIpffvkFvXv3xsmTJ+Hh4QEPDw+UlpYiNTUVwMPFODZs2FCh7gcffIDw8HCcOXMGDg4OsLOzQ2ZmJpYvX44PP/ywXs+XiIiISB32vCMiIiKtuX37Nq5evYro6Gikp6fD1NQUnTp1wtSpUxEWFoaTJ082euJO4d1338Xly5cxbdo0+Pv7IycnB0lJSbC0tMSQIUPw/fff4/vvv69V2xYWFjhy5Ah2796NIUOGwM7ODsnJybhz5w78/Pwwbdo0nDp1CoMHD66Xc9HT08ORI0cwfvx4ODo6Ijs7G1KpFMHBwdXW9ff3x9mzZzF48GAYGxsjMzMTNjY2+OCDDxAbG4uXX365XmJUZ9q0aXjnnXdgbW2NmzdvwsTEBMOGDUNERAQmTZpUo7Z8fX0RFRWFjz/+GH5+frh9+zZycnIQGBiIL774AmFhYbCysqpQb8iQIdi5cyfat28P4OFCGT4+PvD29q6XcyQiIiKqjkQIIbQdBBERERGRQo8ePRAeHo5169bh3Xff1XY4RERERFrFnndEREREREREREQ6isk7IiIiIiIiIiIiHcXkHRERERERERERkY5i8o6IiIiIiIiIiEhHccEKIiIiIiIiIiIiHcWed0RERERERERERDqKyTsiIiIiIiIiIiIdxeQdERE9tcaNGweJRIIPP/xQ26E8sTw8PCCRSHDgwIEa1fvnn38wZMgQ2NraQiqVws7ODp999plyf1JSEkaPHg0nJycYGBjA2toa7733Xn2H/8yq671f3etHT74ePXpAIpFg/fr12g6FiIiIqsHkHRER6aywsDBIJBJIJBIkJSWp7AsNDUVISAgiIyO1EtsXX3yBkJAQxMXFaeX42qZIDvXo0aPCvmvXruH555/Hb7/9hqKiIri7u6O8vBy3bt0CAGRkZCAoKAg//vgjcnJy4O7uDgMDA6SkpDTyWTQOTe4VRZI0JCSk8QKrRFWvX1JSkvI9GRYWplJv7969CAkJwbFjx7QTOD2xQkJCEBISgszMzErLKO670NDQxguMiIhIRxhoOwAiIqLKmJmZISAgAABgaGiosi80NBTh4eGwt7dHp06dGj22L774AsnJyejYsSN8fHwa/fja1qxZMwQEBKB58+YV9i1evBgPHjzA6NGj8c0338DExAQAkJubCwBYs2YN0tPT8eKLL2L37t2wtrYGANy/f7/R4m9Mmtwrvr6+MDc3h6OjYyNHV1FVr19+fr7yPWlmZqZSb+/evdi6dStmzZqFPn36NHrc9ORatGgRAGDEiBGVvgcU952NjU2jxUVERKQrmLwjIiKdFRgYiCtXrmg7DFJj6dKlWLp0qdp9ih5ZISEhysQPAFhaWqrs//jjj5WJOwCwsrJqkFifBEePHtV2CEpVvX6WlpZ8T5JW8L4jIqJnGYfNEhERUb3KysoCALi7u9dqP2kXXx8iIiIi3cLkHRER1asmTZpAIpHgyJEjFfa9//77lc7r9d///hcSiQT9+vVTbnt0fq38/HyVbeHh4QCA6dOnK8tUNgcbAGRmZmLevHlo0aIFjI2NYWdnh1GjRiExMbFG56eYhy85ORkAMGjQIJXjjxs3DgDQpUsXSCQSfP311xXa+OKLL1TKPurEiROQSCTw9/evsC87Oxvz589HQEAATE1NYWlpic6dO2PdunUoLS2t0Xk8qrS0FOvWrUP79u1hamoKR0dHdO3aFevXr0dJSYnaOiEhIZBIJBgxYkSFbXK5HAAglUpVXpfQ0FBIJBLcuHEDAODt7a3c7+HhodK+EAI//fQTevfuDTs7OxgaGsLV1RVjx45FTExMhXgev1d+//13DB48GLa2ttDX18fYsWNVyt+7dw/z5s1Dq1atYGZmBjMzM7Rt2xbLly9HYWFhleebnZ2NJUuWoG3btjA1NYWVlRX69++PqKgolTqa3itA5YsHZGRkYMqUKXjuuefg4eEBExMTmJiYwNPTE6NHj8aFCxfUvj61Ud3rp6DY9mhPKIlEgq1btwIAVq9erXKej7+2Vanr+R45cgR9+/aFtbU1DA0N4eHhgfHjx6NXr15VLuBR0/tBUzdv3sSMGTPg4+MDExMTWFpaokuXLtiwYQPKy8uV5YQQkMlkkEgk2LRpU6XtnT59GhKJBNbW1sq4YmNjMX78eHTq1Amurq4wMjKCqakp/Pz8MHny5BrPy6nuvf2oK1euKF/bxx06dAivvPIKWrduDScnJ0ilUlhZWaFDhw5YuHAhcnJyVMorPhMUWrVqpXLvPPq3orrFc44fP45BgwbB0dERRkZGaNasGcaMGYOrV69We56avqcVSktLsX79enTt2lV5rzVt2hQDBgzA+vXrkZ2drbYeERFRrQkiIqJ69OqrrwoAYv78+RX2eXh4CACidevWFfa99dZbAoBYsWKFcltiYqIAIACIvLw8IYQQaWlpIiAgQJiamgoAokmTJiIgIED5M27cOGX9sWPHCgCiXbt2wsrKSgAQjo6OwtPTU0gkEmX9rKwsjc8vMjJSBAQECKlUKgAINzc3lePPmzdPCCHERx99JACI0aNHV2gjODhYABC2traitLRUZd/SpUsFADFlyhSV7XFxccLNzU0AEBKJRDRv3ly4uLgor0/Xrl1Fbm6uxuehkJubK7p27apsp0mTJqJ58+bCyMhIuQ2A2L9/v0q9hQsXCgBi+PDhym1fffWVCAgIUNbx8vJSeV327t1b6bXr06ePsp3CwkIxePBgZTtWVlbC3d1d6OvrCwDCzMxMnDx5UiWeR++VQYMGCQDCyMhIeHl5iWbNmolhw4Ypy168eFE4Ozsrr6Wrq6uws7NT1g8MDBT5+flqz1cmkwl7e3vl6+fl5aWMy9zcXMTGxirraHqvCPG/e2LdunUqxz1//rwyLjMzMyGTyYS7u7uyTX19ffHrr79WeF0V9/6sWbM0uAs0e/0UFPsvX76s3BYQECCsra0FAGFnZ6dyno++ttWp7fkKIcT//d//KetaW1sLLy8v5eeE4kfd9ajN/aCJI0eOCHNzc2XcHh4eys8hxX1aXl6uLK9473fu3LnSNhWfk1OnTlVu+/nnn5VtWlpaCm9vb+Hm5ib09PQEAGFqairOnj1boa3K7jl17+1HXb58WXm8x02bNk15He3t7YWPj49wcnJSlvf29hZ37txRlld8Jqi75wICAsRXX32lLOvu7q72s0gIIebOnavyeeHt7S1MTEwEACGVSsVPP/1UoU5t3tNCCPHgwQPx3HPPqXxmymQy5fEAiIULF6q9dkRERLXF5B0REdWrTZs2CQDihRdeUNkeFRWl8hAdHx+vsr9Vq1YCgIiIiFBuU5e8U6jswfNRigQGANGlSxeVB9hLly4JBwcHAUAsWLCgxudZ1YOkEEIcPXpUABCenp4q2+/evat8MAQgTpw4obJfkXh69GGztLRUtG7dWgAQvXv3FikpKcp9Fy9eFL6+vgKAGDNmTI3PQ3GNvLy8xLlz55TbS0pKxMGDB5UJGU2SdwrqkjuPqu7aTZo0SQAQ7du3F+fPn1duz83NFVOnThUARNOmTUVRUZFy36P3ipmZmfjss89UkpmKJGlWVpZo0qSJACDee+89kZ2drSzzzz//iJYtW6pN8ijOF4Dw8/MTR44cEXK5XHlsb2/vSl+D6s5XiMrv59TUVPHdd9+J5ORkle15eXlizpw5ymvxaBJIiNol7xSqe/0q21+XYyrU9ny///57AUCYmJiIH3/8UblfLpeLP/74Q7Rp00ZtbLW9H6oTGxsrzM3Nhb6+vli6dKkoKChQ7gsPDxfNmjWr8HqnpqYqPxuio6MrtFlQUKBM/l26dEm5/cqVK2L79u0iPT1dpfy9e/fEm2++qfz8e1xDJO8OHz4sDh8+XCHZef36deVr8NFHH1WoV909J0Tl76OdO3cKAMLY2Fj88MMPoqysTAjx8Hp98sknyn1Xr15Ve541fU8vW7ZM+Zn5aLzFxcXi+PHjYsiQISIkJKTS8yAiIqoNJu+IiKhexcXFKRMoiocoIYQICQkRAMSIESMEALFy5Urlvry8PKGnpycsLCxUeqLVV/Ju1KhRFR72hRBi3rx5AoDo1q1bjc+zuoTMgwcPlL2Fbt++rdweGhqqch2mTZumUs/R0VEAUHkQ/+mnnwQA4eLiorYHUHR0tNDX1xcSiUTExcVpfA4xMTFCIpEIqVSqNllQ1Xk2VPIuOjpaSCQS4ezsLDIzMyvsLy8vVyYyf/nlF+X2R++VRxMbj/v4448FADFx4kS1+y9cuKDsufXoPaM43+eff14UFxdXqPftt98KAMLV1bVG56ugyf38uNLSUmFmZiYAVEhMPKnJu6pUdr6lpaXKXqn//e9/1datLLba3g/Vee211wQAsWTJErX7d+/eLQCIVq1aqWzv37+/ACDmzJlToc727duVSW1N3bp1S9kT7vHPjoZI3lVlx44dAnjYk/FxdUne+fn5CQBizZo1auu9/vrrAqjYC7q27+m+ffsKAGLZsmWVxnr//v1K9xEREdUG57wjIqJ65e3tjWbNmuHBgwf4559/lNv37dsHJycnrFq1ChKJBL/++qty3/nz5yGXy9G1a1cYGNT/QujNmjWDnl7FP3leXl4AgPT09Ho/pqmpKTp16gQA+Ouvv5Tb9+3bB6lUii+//BLm5ubYu3cvhBAAgMTERGRmZsLf3x9OTk7KOvv37wcAvP766zAzM6twLD8/P3Tr1g1CCBw6dEjjGH/55RcIIdCnTx/4+fnV6jzr2+7duyGEwKhRo+Dg4FBhv56eHrp37w4AiIyMVNuGt7d3pe3v2rULAPDuu++q3d+hQwdYWFggJydH7Vxhzs7OMDQ0rLC9Ie8lAEhOTsaGDRswZcoUDBs2DC+++CKCgoKUcxLeuXOnQY6rLTU538jISKSkpMDKygpjxoyp0XHqej+oU1JSgr1790JPTw9Tp05VW0Yxh+CVK1dU5tSbOHEiAOCHH35QmRMPgHJOwbfeekttm9HR0VizZg0mTpyIoUOH4oUXXsCgQYMAAEII3L17V6P460oulyM8PBxLlizB6NGjMXDgQHTv3h0LFiwAUL/3anx8PGJiYqCvr6+8do+bPHkyAODgwYPKz9pH1fQ9rfhcOnLkCPLy8tQeU7GyNhERUX2p/yckIiJ65vXo0QPbtm3DmTNn0L59e6SkpODvv//G5MmT4e7ujsDAQEREROD27dto0qQJzp07p6zXmGxsbACg0kUZ6qpnz544c+YMzpw5g5dffhlFRUU4duwYevbsiSZNmqB///7YtWsXIiMj0blz50qvw7Vr1wAArVu3rvRYrVu3RlhYmLKsJhSTsQcGBtbsxBqQIuG7du1arF27tsqyNU1GPHjwAAkJCQCAdu3aVVu+Ju0r7qW6LByiTl5eHt555x1s375dbeJBQbHIxJOuNueruGfatm0LqVSq8bEa6n64fv26MiFnZ2dXZVkhBO7duwcXFxcAUC64cOvWLRw7dky5gM+tW7dw4sQJmJiY4PXXX1dp4/bt25gwYYLaRYIe1Rj3SEREBMaNG4fY2NhGiUPxeefh4QELCwu1ZRSfm9nZ2UhPT0eTJk00aruy9/TkyZOxfft2nDp1Cm5ubujduzeee+45dOjQAZ07d1abCCQiIqorJu+IiKje9ezZE9u2bcNff/2F6dOnY9++fQCAYcOGAQBefvllREZGYu/evXjnnXeUSauePXs2apz6+voN2n7Pnj2xdOlSZc+748eP48GDByrXYdeuXfj1119VknePXwdF747KHk4f3Zebm6txfIoVEa2trTWu09AUq1E2adIEtra2VZZ9tHdiTdoGAH9/f7W9MR9Vk4fwhrqXXn31VRw6dAhSqRQTJkzASy+9BG9vbzg7O8Pa2hpeXl7K1WyfBrU533v37gH4X7JFUw11Pyja1dfX16hH66OrrUqlUrz55ptYvXo1QkNDlcm7bdu2oby8HK+88gqsrKyU5cvLy9G3b1/8+++/MDc3x9tvv42ePXtCJpPByckJlpaWDdKbWZ0bN26gT58+yMvLg7u7O6ZOnYrAwEB4eHjA3t4e58+fx4svvlivx6zJZyPw8PNR0+RdZe/prl274siRI/j4449x4cIF/Pzzz/j5558BPPwsnT59OhYsWNBo152IiJ4N/KtCRET1TpF8OnPmDABg7969sLKyUj64DR8+HB999BH27NmjTN5ZWlqiffv2Wou5ITz33HMwMjLCpUuXUFRUpBxKN3ToUADAgAEDYGxsjD179uDTTz9FREQEACA4OFilHcXDZ2VDtB7dV9VD7OOMjY0BAEVFRRrXaWjm5uYAHg5jnDt3boO0DQAnTpxA06ZN67X9+nb16lXlMOj9+/fjpZde0nJEDau252tkZAQAKC4urtHxGup+ULSrr6+PK1eu1Lj+xIkTsXr1auzbtw/Z2dmwsbGpdMjskSNH8O+//8LIyAhnzpypsnduTVXV81GdjRs3Ii8vD35+fsrP9EdVlxytjZp8Nj5avq569eqFXr164caNG4iIiMDFixdx7NgxXLlyBUuWLEFpaSmWL19eL8ciIiICAM55R0RE9a558+Zwd3fHzZs3ceXKFfz5558YOHCgckibl5cXWrZsibCwMPzzzz+4ffs2unbtWqPeS4oHwcfnhWosmhzf2NgYXbp0QUlJCSIjI3HgwAEEBQXB2dkZwMOH/F69euH69ev4+++/8ffff6NFixZwdHRUaUfRe+fvv/+u9FiKoYP+/v4an4OHhwcAaDyXV2NQnKsikVmfrKyslNe+IdqvTG3v1ejoaAAP3y9PQuKuru/J2p6vu7s7ACiHwGqqoe4HmUwGAwMDlJSU4NKlSzWu7+/vj6CgIBQXF2PHjh04f/48rl27Bl9fX3Tr1k2lrOKadevWrd4Sd4rP6QcPHtSoniKW0aNH13jON0Xvw5reO4rPi8TERNy/f19tGcVno7W1tfL1ri+enp54/fXXsXr1aly+fBlLliwBAHz//ff1ehwiIiIm74iIqEEoet/NnTsXZWVlePnll1X2Dx8+HKWlpZg/f75KeU0pHg4TExPrIdqa0/T4ivNatWoVMjMz1V4HAFiwYAGKi4vVXoeBAwcCALZv3662h8m1a9dw6tQpSCQS9O/fX+NzUCz8cPDgQbW974qLi2vcm6muFL0SDx48WGVCRQhR6cO6Ju0vXbq0ynNTDCmuD7W9VxXJ7IKCArX7s7OzK92nDXV9T9b2fJ977jlIJBLExcUpE0iPq6x3aUPcD4qkPPDwfV1VD7bK2lUsvhAaGqrsdaduQYbqrllaWprGcSsoElxRUVFq56erbJh2dbGkpqZWesza3js+Pj7w8fGBXC7Ht99+q7bMpk2bAAD9+vWrl95/irlC1VHMV/rokGwiIqL6wOQdERE1CEUSav/+/TA1NUXfvn1V9iuSWAcOHABQ88Uq2rZtC+BhQksxOboQosoHxPqkOP7GjRuVqxGWl5fj1q1bKuUevQ4AKiTvBg8eDAMDgyqvwyuvvIKAgACkp6djyJAhSElJUe67dOkShg4dCrlcjtdeew2+vr4an8OgQYPQrFkzZGRkYOLEicrEYHl5Ofbt26c8ZmPq3Lkzhg0bBrlcjn79+uHLL79USbzk5uZi586d6NKlC06ePFnj9j/66CNYW1vj77//Rvfu3XH69GmV/devX8fixYvrdREPTe+Vxz3//PMwNDTErVu38NlnnykTKSUlJfjxxx/h7++PrKyseouzrhTneezYMZUVlm/evKlR/dqer4uLi3JV1bFjx6q8P2JiYjBs2DDs3LlT7TEb6n5YvHgxDA0NcfDgQfTr1w+XL19W2f/vv//iww8/VMb9uFGjRsHc3Bznz59HaGgopFIpxo4dW6Gc4vPl7Nmz2L59u3J7QUEB1q9fjxYtWtQobuDhZ5BEIkFGRga++uor5fbMzEzMmjULQ4YMUVtPEcu3336rstJ4eno63nvvPbXxKyjunVWrVik/h0pKSpCRkVFtvAsXLgQAzJ8/H6Ghocree4WFhfjkk0/w008/wdDQEB9//HG1bWli/PjxGDBgAI4dO6aS8M3IyMCKFSsAQJm8JSIiqjeCiIioAaSkpAgAAoAYNmyY2jJeXl4CgLC0tBRlZWUV9icmJirbyMvLq9C+paWlACD09PRE06ZNhYmJiRgwYICyzNixYwUAMWvWLLXH379/vwAg3N3da3x+Fy5cEAYGBgKAMDAwEE2bNhWGhoZi2rRpKuWKi4uFiYmJACDatWuntq0XX3xRABASiURkZmaqLRMTEyNcXV2V5Zo3by6aNWumvD5BQUEiJyenxudx/PhxYWhoKAAIY2Nj4e3trbyuzs7OwtzcXAAQ+/fvV6m3cOFCAUAMHz68QpuKmC5fvqz2mO7u7mrbVMjNzRW9e/dWtmNkZCS8vLyEq6ur0NfXV27fu3evsk5V98rj/vzzT+Hg4KAsb2trK3x9fYWdnZ1ym7W1tcbnK4QQly9fVtZ9nCb3SnBwsAAg1q1bp1J32bJlynYtLS2Fl5eXMDMzEwCEt7e3sLKyEgDEyZMnVepVd+9XpbrXr7L9eXl5yntUcf9YWFiIgIAAjY9d2/NNTk4WTZs2VX4eyGQy5b+lUqnyvfJ///d/FY5Zm/tBE7t371bGDkA4OTkJHx8f5TkAEG3btq20/oQJE5TlXn755UrLTZo0SSV2mUwmjI2NBQDRsWNH5b7ExESVepXdc4+36ejoKGQymfK916VLF7X3+oMHD0SbNm2Un1FNmzYV7u7uQk9PTyUWdZ+3e/fuVXm/N23aVBgYGIiVK1cqy1T1uTF79mxlfSsrK+Hj46P83JVKpeLHH3+sUKe27+l27doptxsbGwuZTKby2eTu7i6SkpLUtklERFRb7HlHREQNwtXVFTKZDEDF3mYKiu3dunWr8Wqdrq6uCAsLw0svvQRTU1PcuXMHjo6O6NixY90C11CHDh1w9OhRdO3aFVKpFPfu3YObmxtatWqlUs7Q0BDPPfccgMqvg2LobIsWLeDg4KC2jK+vL6KiovDxxx/Dz88Pt2/fRk5ODgIDA/HFF18gLCxMZRVKTfXq1QtnzpxB//79YWRkhJs3b8Ld3R2LFi1CdHQ07OzsatxmXVlYWODIkSPYvXs3hgwZAjs7OyQnJ+POnTvw8/PDtGnTcOrUKQwePLhW7Xfr1g3R0dFYsmQJunTpArlcjvj4eAghEBwcjFWrVlXoKVUXmt4r6sydOxehoaFo2bIlCgsLkZOTg44dO2Ljxo24cuWKTq0UbG5ujrCwMAwfPhw2Nja4e/cuLCwslPe/Jmp7vm5uboiMjMSECRPg4OCAlJQUCCEwevRoREVF4YUXXgCgfsGChrofhg8fjujoaMyZMwdt27ZFQUEBbty4ASMjI/Tp0wcbN27E8ePHK63/6DDZxxeqeNTXX3+NVatWwcvLC3l5ecjPz0ePHj3w448/KlewrqmNGzdi2bJl8PLyQnZ2NnJycjBw4ECcOHGi0uGppqamCAsLw9SpU+Ho6Ii7d+8CAF577TWcPn0aK1eurPR4Q4YMwc6dO5WLFuXk5MDHxwfe3t4axfvpp5/iyJEj6N+/PwwMDJCYmAgbGxu88cYbuHjxIl5//fUaXoHKHT58GJ9++il69OgBc3NzJCcn4969e2jVqhUWLlyIf/75RzkPIxERUX2RCFHDpaSIiIiIiJ4gL730Eo4dO4YtW7Zg3Lhx2g6HiIiIqEbY846IiIiInlr379/H+fPnATycV4+IiIjoScPkHRERERE90ZKTk7F69WrExcWpbE9PT8f48eORnZ2N3r17azwMk4iIiEiXcNgsERERET3RoqKi0K5dOwCAlZUVnJycUFxcrJz7rnnz5ggLC4Obm5uWIyUiIiKqOfa8IyIiIqInmrOzM8aMGYOAgADo6enhxo0byM7ORvv27bFo0SJcunSJiTsiIiJ6YrHnHRERERERERERkY5izzsiIiIiIiIiIiIdxeQdERERERERERGRjmLyjoiIiIiIiIiISEcxeUdERERERERERKSjmLwjIiIiIiIiIiLSUUzeERERERERERER6Sgm74iIiIiIiIiIiHQUk3dEREREREREREQ6isk70im7du3C66+/DplMBmNjY1hYWMDHxwfvv/8+kpOTtR0eEREREREREVGjkgghhLaDIFIwMDCAubk5unXrBg8PD5SWluLcuXOIioqCvb09oqKi4OLiou0wiYiIiIiIiIgahYG2AyB61I8//ojBgwfDxMREZfuYMWPwww8/YNeuXfjggw+0FB0RERERERERUeNi8o50yqhRo9Ru9/X1BQA4ODg0ZjhERERERERERFrFOe+oUoMHD4ZEIkFISEiN6l24cAETJkyATCaDiYkJbG1t0aFDByxZsgQ5OTkat1NeXo5bt27hm2++wYoVK/DCCy9UmtwjIiIiIiIiInoasecdqZWSkoLff/+9xvU+/fRTzJs3D+Xl5cptRUVFyM7OxqVLl7Bp0yYcOHAAbdu2rbKdqKgotGvXDgBgYWGBlStXYtKkSdDX169xTERERERERERETyom70jp/v37yMjIwOnTp7F48WIUFBTUqP7OnTvx0UcfAQCcnZ3x7rvvolWrVigoKMCRI0fw/fffIy0tDYMGDcI///wDW1vbSttydHTEzJkzcefOHfz++++YOXMmCgoKMHPmzDqdIxERERERERHRk4SrzRIAICwsDD179lS7b+HChdUOnS0pKYG3tzdSUlLg7OyM8+fPo1mzZiplvvvuO0ycOBEAMG/ePCxdulSj2MrKyjB06FAcPHgQhw4dQr9+/TSqR0RERERERET0pOOcd1QvDh06hJSUFABASEhIhcQdAEyYMAFdunQBAGzatAlyuVyjtg0MDPDJJ58AALZu3VpPERMRERERERER6T4OmyUAQJs2bXD8+HHlv+/cuYPXXntN4/qHDh0CAEgkEowYMaLScqNGjUJERATu3LmDyMhIZTKvOoohttnZ2RrHRERERERERET0pGPyjgAANjY26NWrl/LfqampNap/8eJFAICrqyvs7OwqLde+fXuVOpom76KiogAA7u7uNYqLiIiIiIiIiOhJxmGzVC+uX78OAPDw8KiynKurq/L3uLg4lX07duzA5s2bUVJSorI9IyMDc+bMAQCMHj26HqIlIiIiIiIiInoysOcd1VlBQQHy8vIAoMoVZAHA3t5e+Xt6errKvoyMDHzwwQeYPXs2goOD4eLiglu3buHEiRPIzc3F7Nmz0b179zrF6uzsjKysLEil0jq1I5PJ6lSfiIiIiIjoWZWQkFCn+qWlpXBwcKjwTEn0tGLyjurswYMHyt9NTEyqLGtkZKS2HgCMHDkSDx48wO+//47Tp08jOzsb5ubmCAwMxLRp0zBs2LA6x5qVlaXxQhlPO8UfTF1MRDZmbLU5llwuR35+PvT19WFmZlZv7dZnG7WpW5M6mpZNSEiAEAKOjo6QSqXVfkY8zfiea9jj1Vebjfm+a6jyunyvNTZdvha6/reusdp9Wv7W1TSOp5UuXwv+rat7Ow39ngOgHIVlaGhYZTm5XI6srCyN4yB60jF5R3VWVFSk/L26Hm2P7i8sLFTZ17RpU8ybNw/z5s2r3wDVHP/RmJ9VAQEBAICrV69qOZKKGjO22h4rMjISycnJ6Nmzp0qP0rq2W19t1KZuTepoWlZRbsOGDcjMzES/fv1gbm6ucUxPE77nGvZ49dVmY77vGqq8Lt9rjU2Xr8WT8LeuMdp9mv7W6eJ91th0+Vrwb13d22no91xNyhsbG2scA9HTgHPeUZ092puuvLy8yrKlpaXK35/lHjj05PPz8wMAxMTEaDmSJ4O/vz8AXi8iIiIiIqKaYvKO6szU1FT5++OLTTzu0R5vj9YjetJYWlqiWbNmuH37NnJycrQdjs5zcHCAnZ0dkpKSUFBQoO1wiIiIiIiInhgcNkt1Zm5uDnNzc+Tn51ebxLh7967yd2dn5waOTL2SkhJld2x1dLGbP+kmPz8/pKamIjo6GkFBQdoOR6dJJBL4+/vj9OnTiI2NRbt27bQdEhERERHpsKqe2UpKSqqdF4/oacKed1QvvLy8AAApKSlVlnt0v7e3d4PGRNTQbGxs4OzsjNTUVOWKy1Q5Z2dnWFtbIzExkfNOEhERERERaYg976hetG/fHlFRUYiPj0dOTg6sra3Vlrt06ZLyd231vDE0NGTvOqo3/v7+SE9PR0xMDAIDA7Udjk5T9L47e/Ys4uLi0Lp1a22HREREREQ6qqpnNi5YQc8a9ryjetG3b18ADxes2LVrV6XlFPusra05zJCeCvb29rC3t0dycjIePHig7XB0nouLCywsLJCQkFDtHJlEREREREQESIQQQttBkO5JTU2Fq6srAGDhwoUICQmpsnxRURE8PT1x+/ZtuLi44Pz582jSpIlKmdDQUIwfPx4AMHPmTKxevbpBYq+K4hsaDtmj+pSeno5Tp07By8uLc7k9RjFXyaPfnCYnJyMyMhIBAQFo0aKFtkIjemqpe98RUcPhe46o8fG5jp41HDZLAB5+6KWnpyv//ejvOTk5SEpKUv7b3Nwc9vb2KvWNjY2xbNkyTJgwAWlpaQgMDMS7776LgIAAFBQU4NixYwgNDQUAODk5Yc6cOQ16PkSNycnJCTY2Nrhx4wb8/f3Zjb8arq6uuHr1KuLi4uDt7Q2pVKrtkIiIiIiIiHQWe94RACAsLAw9e/bUqOzYsWOVibjHLViwAEuXLkVlt5WzszP279+Pjh071jbUOjE2NkZJSQn8/f0rLcNvTak20tLS8Ndff8HX15dzuT2ist4IN27cwMWLF9G6dWv4+vpqIzSipxZ7ARE1Lr7niBpGVavNRkdHw9DQkD3v6JnBOe+oXi1evBhnzpzBm2++CQ8PDxgbG8PKygpt27bFwoULcfXqVa0l7ogaUtOmTWFpacm53DTk7u4OExMTxMbGory8XNvhEBERERER6SwOmyUAQI8ePSrtLVdTQUFBOr0YBVebpYYgkUjg5+eHyMhIxMfHcy63aujr68PX1xdRUVFITEyEl5eXtkMiIiIiIh3C1WaJ/oc974iI6omrqyvMzMxw/fp1lJWVaTscnde8eXMYGRkhNjYWcrlc2+EQERERERHpJCbviIjqiZ6eHnx9fVFSUoKEhARth6PzDAwM4O3tjYKCAqSkpGg7HCIiIiIiIp3E5B0RUT1SzPUYFxfHudw0IJPJYGBggJiYmHobuk9ERERERPQ04Zx39MwpKSmpcuUizodHdaGYy+2ff/5BUlISZDKZtkPSaYaGhpDJZIiNjcWtW7fg4uKi7ZCIiIiISAdU9cxWUlICQ0PDRoyGSLvY846eKTKZjB/y1OA8PT1haGiImJiYZ34ut6tXr1abEPf29oaenh573xHVE03ed0RUf/ieI2p8ii+AiZ4V7HlHzxyZTMb/YFGDUszldvXqVdy8eRPu7u7aDkmnmZiYwMPDAzdu3EBWVhYcHR21HRIRERERaVlVz2xV9cojehqx5x0RUQPw8vKCgYEBoqOj2ZtMA76+vgCAmJgYLUdCRERERESkW5i8IyJqAIaGhvDy8kJeXh7S0tK0HY7OMzc3h6urKzIyMpCdna3tcIiIiIiIiHQGk3dERA2Ec7nVjJ+fHwAgOjpay5EQERERERHpDibviIgaiLGxMTw9PZGdnY2MjAxth6PzrK2t0aRJE6SlpSE3N1fb4RAREREREekEJu+IiBqQr68vJBIJe5NpSNH7LjY2VsuREBERERER6QauNkvPnISEhCpXJ+JKtFSfTE1N4e7ujqSkJGRlZcHBwUHbIek0e3t72NvbIzk5GQEBATA1NdV2SERERESkBVU9syUkJEAmkzViNETaxZ53REQNTNGbjCupasbPzw9CCMTFxWk7FCIiIiIiIq1jzzt65shkMvauo0ZlYWEBV1dX3Lx5E9nZ2bCxsdF2SDrN2dkZVlZWuHHjBvz9/WFkZKTtkIiIiIiokVX1zFZVrzyipxF73hERNQKupKo5iUQCPz8/lJeXIz4+XtvhEBERERERaRWTd0REjYArqdZMs2bNYGZmhuvXr6O0tFTb4RAREREREWkNk3dERI3E398fAOe+04Senh78/PxQWlqKGzduaDscIiIiIiIirWHyjoiokdjZ2cHBwQEpKSl48OCBtsPRee7u7jA2NkZcXBzKy8u1HQ4RERFRo/nuu+/QqVMnWFtbw87ODkOHDkViYqK2wyIiLWHyjoioEfn7+0MIgdjYWG2HovP09fXh4+ODoqIiJCcnazscIiIiokZz4cIFvPHGGzhx4gQOHz6M/Px8DB06VNthEZGWMHlHRNSIHB0dYWtri8TERBQWFmo7HJ3n6ekJqVSK2NhYCCG0HQ4RET1DwsLCIJFI8P7772s7FNIibd0HGzZswIwZM9CxY0d06tQJq1evxr///ovMzMxGjYOIdAOTd/TMSUhIQEBAQKU/RA1JIpHA398fcrkccXFx2g5H50mlUnh5eSE/Px+pqanaDoeIiB6TkZGBZcuWoU+fPggKCkKfPn3wn//8BxkZGQ12zKSkJEgkEpUfc3NztG7dGkuWLFFJboSGhkIikWDcuHENFk9DeJLiFkLghx9+wIgRI+Dh4QEjIyPY2NigTZs2CAkJwb1799TWO3DgAIKDg2FpaQkzMzMEBgZi69atGh3z9u3bcHd3h0QiQVRUVKXl6nIMXXPnzh3o6+vDwsJC26E0mqqe2RISErQdHlGjMtB2AEREz5omTZrAysoKCQkJ8Pf3h6GhobZD0mne3t6Ii4tDTEwMmjVrBolEou2QiIieeYWFhZgxYwZCQ0MrrAp+/PhxhISEYPz48Vi7di2MjY0bJAYvLy8MGTIEQgjk5eUhPDwcCxYswMaNG3H69Gl4enqiZcuWmDVrFgIDAxskhobyJMX94MEDjBkzBvb29ujWrRtcXV1RUFCAsLAwLFq0CNu3b0dUVBRMTU2VdbZu3Ypx48bBzs4OI0aMgFQqxcGDBzFu3DikpKTgk08+qfJ4AwcOREpKSpVx1eUYukYul2PZsmUYNWoUTExMtB0OEWkBk3f0zJHJZLh69aq2w6BnmEQigZ+fH86dO4fr16+zx2c1jIyM0Lx5c8THxyMjIwPOzs7aDomI6JlWWFiIfv36ITw8HAAQFBSEMWPGoEmTJrh9+za2bt2KiIgIfPPNN4iNjcXhw4cbJOEQEBCAVatWqWxbsmQJFixYgFmzZmHPnj3o2LEjOnbsWO/HbmhPUtyGhobYvXs3Bg0apPKFZFlZGXr37o2wsDAcO3ZMOV9bXl4ePvjgAzg5OeHvv/9GkyZNAAD3799HUFAQli5dirFjx8LNza3CscrLyzFq1CjEx8ejc+fOOHfunNqY6nIMXfTee+8hOTkZu3bt0nYojaqqZzb+/5meNRw2S0SkBa6urjA3N8f169cr9Figinx9fSGRSBAdHa3tUIiInnkzZsxAeHg4LC0tcezYMfz111+YMmUKhgwZgilTpuDs2bM4duwYLC0tER4e3qhzhX300UcwMzPDyZMnAQB79+6FRCJBSEhIhbI///wzgoODYWVlBWNjY7Rq1QoLFy6sdpqGBw8eICgoCHp6evjuu+8qbdfS0hImJiZo27YtNm7cqFLm0XnUzpw5gwEDBsDCwgKGhoY4c+aM2rgfrfPXX39hwIABsLKygpmZGfr164f4+Hi18Qoh8O2336JNmzYwNDSEtbU1evfujcDAwGqHnWrC0NAQw4cPrzCSwMDAAF5eXgAAe3t75fbDhw8jOzsb77zzjjKpBgBWVlaYPXs2SkpKKk1Svffeezh69Ch2794NPz+/SmOqyzE0pe4+ePQ1+vPPP9GrVy+Ym5vDxsYGb7zxBrKyspCfn4/FixfD19cXRkZGcHNzw8qVK9UeQy6X47333sPhw4fx+++/q1xHInq2MHlHRKQFEokEvr6+KC0txY0bN7Qdjs4zNTWFu7s77ty5gzt37mg7HCKiZ1Z6ejpCQ0MBALt370bv3r3Vluvduzd2794NANiyZUuDzoH3KKlUCqlUipKSkirLzZw5EyNHjkRCQgJeeeUV5dxyixcvxn//+99K65WWlmL48OGIiIjA2rVrMWHCBJX9//d//4eRI0ciPT0dr7zyCl577TXk5eVh6tSpmDlzZoX2du3ahW7duiEvLw/jx4/HG2+8Ue2cZtu2bUPXrl2Rn5+PN954A23btsWRI0cwZMgQyOXyCuWnTZuGyZMnIzc3FxMnTsSwYcNw8+ZNXLhwocrj1FZZWRlSUlKwcuVKbN26FW+++Sa6du2q3K/oLRcUFFShrmKbuh51q1atwoYNG/D1119Xet/V9Riaqu4+2LZtG3r27Ak9PT1MmDABMpkM27dvR//+/dG6dWusWrUKgYGBmDBhAoqKijB79mz8+uuvKm0UFRVh1KhRCA8Px+nTp+Hh4VHreInoycdhs0REWuLh4YFr164hNjYWXl5e0NfX13ZIOs3X1xdJSUmIiYlReQggIqLGs3nzZpSWlqJLly7VJlB69+6tHNq4efNmzJ07t8HjCw8PR05ODrp3715pmYMHD2LNmjXo3r07Dh8+rDIX27Fjx3D79m219eRyOd58800cPXoUK1aswPTp01X2Hzt2DKtWrcKMGTOwevVq5d/1kpIS9O/fH2vXrsW7774LT09PZZ3y8nLs27cPgwYNUmmrqi/2zM3NsXPnTrz44osAHvasGzZsGPbt24fjx4/jpZdeUpY9evQoNm7ciB49euDw4cMq8w+OGjWq3odhHjlyBP369QMAODk5Ydu2bRg5cqRKmcTERABQ24usadOmKmUUfvnlF8yePRtz587FxIkTq42jNsfQVHX3AfDwNdqzZw+6desG4GEirnXr1rhw4QL69euHzZs3K3sETpo0CR06dMDXX3+Nl19+WdnGCy+8gPz8fGzbtg3FxcVISkpSts0eeETPHva8IyLSEj09Pfj6+qK4uLjW/4F8llhaWsLFxQW3b9/G/fv3tR0OEdEzSTHP3dixYzUqr+jRFhYW1kARPUymZGVlYefOnXjttddgYGBQYS68R23YsAEAsHbtWpXEHQD06dOn0nObNm0adu7ciU8++QRz5sypsP+rr76CpaUlVq5cqfKFnKGhId5++23I5XL88ccfKnVee+21Com76gwdOlSZuAMe9ubv27cvAFRYyV5xrqtWraqwcEhDzEPYvHlzfPDBB3jjjTcgl8vx9ttvY/v27Spl8vLyADxMQj1O8Xrk5uYqt0VERGD06NF49dVXsXTpUo3iqOkxaqK6+wB4+BopEncAYGxsjC5dugAAPv74Y5WhvO3bt4elpWWFYc9nz57F5cuX0aZNGzRv3lz58+GHH9YqbiJ6srHnHRGRFjVv3hzR0dGIjY2Fp6cn9PT4nUpV/Pz8kJaWhpiYGHTu3Fnb4RARPXMUSZFHkw9VUSwypKhXn/bt21dhBXIbGxts3769ylVaIyMjYWVlhbZt22p8rPnz5+Prr7/GzJkzsXjxYrVlIiIikJubW+Uq8unp6Rofsybs7OwAAPfu3VPZfu7cOVhaWqJDhw4NctzH+fr64vPPPwfwcGGT4OBgjBs3Di1btkTr1q1Vykql0gr1hRAAoHxdU1JSMHjwYHTs2BFbtmyp8YrzmhyjJjS5DypjZWUF4GFvy8dZWloiOztbbZxERACTd0REWmVgYABvb29cuXIFKSkpnM+kGra2tnB0dMTNmzfRsmVLmJmZaTskIqJnimI+tsqGlj5Okayqbh632vDy8sKQIUOgp6cHS0tL+Pr6om/fvtUeKycnR7mQgiZ+/fVX3Lx5EwDQqlWrSsvdu3cPdnZ2yt6G6nTq1Enj49aEIkn1eMLn7t27NTrX+mRiYoJZs2bh1VdfxY4dO5TJO8XrU1RUVKFOQUEBgP/1mLt06RKysrIwYMAAzJs3T6WsYs6+NWvWwMHBAe+88w5kMlmNj6EpTe+DylQ1PYq+vj6TdURUJSbviIi0zMvLC7GxsYiJiYG7u3utvgl+lvj5+SEzMxOxsbFo3769tsMhInqmBAcH4/jx49i6dSumTJlSbXnF4hY9evSo91gCAgKqHB5bGUtLyxr1gEtNTcWSJUvw1VdfYfLkyWjWrBl69epVoZyFhUW1Q3Ybm7GxcYP0etSUra0tANUegYovKlNTU+Hv769SPiUlBcDDkQmPUtxH6nz//fcAgIEDByqTd7U5RnU0vQ+IiBoCx2fRMychIQEBAQGV/hA1NqlUCi8vL+Tl5SEtLU3b4eg8R0dH2NjYIDExUe036kRE1HAmTpwIqVSKiIgIHD9+vMqyx48fx7lz5yCVSjVaZKCxtGvXDjk5OYiKitKo/Pjx4zF//nwcOHAAhoaGGD58OP79998K5Tp06ICMjAycP3++niOuPR8fH6Snp+Pu3btaOb7iGru7uyu3Kaa9eHz+P+B/cyMqhj0PHToUQgi1P4q5Cf/++28IIVQSxDU5hqY0vQ+o/lT1zJaQkKDt8IgaFZN3REQ6wNvbG/r6+oiOjuawiWpIJBL4+/tDLpdXmJibiIgalrOzs3JY6IgRIypN4B0/fhwjRowA8DDp4eTk1FghVkuR9JkxYwYKCwtV9oWFheG3335T2aYYgtmhQwf89NNPePDgAfr374/U1FSVcm+//TaAh+f7+OIDZWVl2LJlC/7+++96PZfqDB48GOXl5Vi9erXK9qioKERERFQoX1RUhJCQEISEhFS54u2jNm/ejB9//BFlZWUq269cuYLly5fDwMAAo0aNUm7v168frK2tsXXrVmRmZiq35+fn4+uvv4aBgQFeeeWVmpxmBQ1xDE3vAyKihsBhs/TMkclkuHr1qrbDIFJhZGQET09PXL9+Henp6RpPBP6satq0KSwsLJCQkAB/f3+1E1ITEVHDWLt2LeLi4hAeHo4+ffqgS5cuGDt2LJydnZGeno7Q0FCcO3cOwMNhtmvXrtVyxKpGjx6N3377Dbt374a3tzf69esHPT09nDt3Dv/88w/WrFlTad2BAwfiyy+/xLRp09CvXz+cPn1auRDBiBEjMHXqVGzYsAEtW7bECy+8AE9PT9y5cwd//PEHsrKycPLkycY6TQDA+++/jy1btmD58uU4c+YMWrZsiYSEBJw4cQIGBg8fBR9dLOvs2bNYtGgRbGxsKl1J9XE3b97EokWLMHPmTAQHB8PJyQkJCQk4fvw4ysvLsW7dOuVwVuDhsOVVq1bhrbfeQqtWrTBo0CAYGBjg8OHDSElJwfz58+Hp6Vmn827oY1R1H1D9qeqZjSOm6FnD5B0RkY7w9fVFQkICrl27BmdnZ859VwWJRAI/Pz+cP38e8fHxFeazISKihmNiYoLDhw8rE0MREREVenFJpVKMHz8ea9euhbGxsZYiVU8ikWDnzp34+uuvsXXrVuzYsQP6+vrw8fHBf/7zH4wePbrK+lOnTkViYiJWrVqFl19+GUeOHFF+ifTVV1+hV69e2LRpEyIjI3HixAm4uLggMDAQr7zySqOvlG5lZYU///wTs2bNwtGjRxEZGYkWLVrgu+++w4kTJ/DDDz+oLNygGFI6duxYmJiYaHQMRU/MP/74A3/88Qfu378PKysrvPTSS5g1axZ69uxZoc7EiRNhb2+PlStXYufOnSgvL0eLFi2wcOFCTJgwoc7n3RjHUHcfEBE1FIng+Cx6hii+oWHPO9JVFy9exI0bNxAcHAxHR0dth6PT5HI5Dh8+jPLycgwYMKDKVdyIiKhhZGRkYPPmzQgLC0NeXh4sLCzQo0cPTJw4UaeGylJFvXv3xqlTp5CXl6dMPgYHB+PPP/9EdHQ0/Pz8tBwhUeX4XEfPGibv6JnCD3nSdQ8ePMDhw4fh4OCA4OBgbYej865fv46oqCi0a9cOXl5e2g6HiIhI59y7d0+56qtCVFQUAgMD0a9fP+Ucf0VFRbC2tkZQUFCjD+8lqik+19GzhsNmiYh0iJmZGdzc3JCcnIy7d+/Czs5O2yHptObNm+PatWuIjY2Fp6enyrw9REREBLRq1QpOTk7w8fGBk5MT0tLScPDgQZiammLFihXKcmfPnkVxcTGmTJmixWiJiEgdPuUQEekYxfxt0dHRWo5E9xkYGMDb2xsFBQVc7Y2IiEiNgQMHIj8/HwcPHsSGDRsQERGBkSNH4sKFC2jRooWyXHh4OBwdHTFs2DAtRktEROpw2Cw9U9i9mp4UZ8+eRWpqKnr16gUbGxtth6PTiouLcfDgQZibm6N3795c6IOIiIjoKcfnOnrWsOcdEZEOYu87zRkZGcHT0xP3799HRkaGtsMhIiIiIiKqV0zeERHpIGtrazRp0gRpaWnIzc3Vdjg6z8fHBxKJBDExMdoOhYiIiIiIqF4xeUdEpKPY+05zpqamcHNzQ1ZWFu7du6ftcIiIiIiIiOoNk3dERDrKzs4Ojo6OuHnzJvLz87Udjs7z9fUFAPa+IyIiIiKipwqTd0REOszf3x9CCCakNGBlZaUcapyXl6ftcIiIiIiIiOqFgbYDIGpsCQkJytWJ1OGKRaRLHBwcYGdnh6SkJLRo0QKmpqbaDkmn+fr64vbt24iNjUXHjh21HQ4RERER1VJVz2wJCQmQyWSNGA2RdrHnHRGRDpNIJMred7GxsdoOR+fZ29vDzs4OycnJKCws1HY4REREREREdcaed/TMkclk7F1HTxRnZ2dYW1sjMTER/v7+MDY21nZIOksikcDX1xd//fUXrl+/jtatW2s7JCIiIiKqhaqe2arqlUf0NGLPOyIiHSeRSNCiRQuUl5cjLi5O2+HovKZNm8LCwgIJCQkoLS3VdjhERERERER1wuQdEdEToGnTprC0tERCQgJKSkq0HY5OU/S+KysrQ0JCgrbDISIiIiIiqhMm74iIngCKue/Kyspw/fp1bYej89zc3GBsbIzr16+jvLxc2+EQET21MjIysGzZMvTp0wdBQUHo06cP/vOf/yAjI6NBjieEwA8//IARI0bAw8MDRkZGsLGxQZs2bRASEoJ79+5VWf/48eOQSCT44osvKi0THh6OSZMmISAgAKampjAzM4OXlxemTJmC6Ojoej6j+jd06FBIJBIkJSVpO5Q6u3LlCmbNmoVOnTrBysoKhoaGcHNzw4QJEyo9v8LCQixcuBA+Pj4wNjaGg4MDRowYUelrV15ejjVr1qBVq1YwMTGBjY0N+vXrh7Nnz9Y5/nHjxkEikVT54+HhUaHegQMHEBwcDEtLS5iZmSEwMBBbt26t9Dhnz55Fv379YGNjAxMTE7Rq1Qpr1qzh/4GIniISIYTQdhBEjUUxNwLnvKMnkVwux5EjR1BSUoIBAwZAKpVqOySdFhsbi3///RcdOnSAp6entsMhInqqFBYWYsaMGQgNDVU7RYFUKsX48eOxdu3aep2rNT8/HxYWFrC3t0e3bt3g6uqKgoIChIWFIT4+Ht7e3oiKilJZnT0hIQGff/45UlJScOzYMZSUlGDNmjV4//331R6jY8eOuHLlCrp16wYfHx8AQFRUFP766y+YmJggIiJCp+dUHTp0KPbt24fExES1iaEnyVtvvYXNmzejRYsW6Ny5M4yNjXHp0iWcO3cOtra2iIiIgLe3t7K8XC5Hnz598Pvvv6NDhw7o0qULbt++jf3798PExAR//fVXhbnSxo8fj9DQUPj6+uLFF19ETk4O9u3bh+LiYhw9ehQvvPBCrePfuXMnzp8/X+n+LVu2wMLCQiURuXXrVowbNw52dnYYPHgwpFIpDh48iLS0NCxevBiffPKJShu///47+vbtC2NjYwwePBjW1tY4ceIE4uLiMGHCBGzevLnW8esyPtfRM0cQPUNatGghWrRooe0wiGrtxo0bYteuXSI6Olrboei8kpISsWfPHnHo0CEhl8u1HQ4R0VOjoKBABAcHCwACgAgKChIbN24Ue/fuFRs3bhRdunRR7gsODhYFBQX1duzi4mKxe/duUVxcrLK9tLRU9OjRQwAQe/bsUdl38uRJZTyKnzVr1lR6jN9++03cu3evwvb58+cLAGLGjBn1cCYNZ8iQIQKASExM1HYodfbDDz+IS5cuVdi+ePFiAUC8/vrrKtu3bdsmAIgxY8ao/O0/evSokEgk4qWXXlIpf/r0aQFAvPjii6KkpES5/d9//xXGxsbCz8+vwf4PoTj2xIkTldtyc3OFjY2NcHJyErdu3VJuz8nJEf7+/sLQ0FAkJycrt8vlcuHj4yNMTEzElStXlNuLi4tFz549BQBx9uzZBolf2/hcR88aDpslInqCuLu7w8TEBHFxcRwKUQ2pVAqZTIb8/HykpaVpOxwioqfGjBkzEB4eDktLSxw7dgx//fUXpkyZgiFDhmDKlCk4e/Ysjh07BktLS4SHh1faw602DA0NMXz4cBgaGqpsNzAwgJeXFwDA3t5eZV+PHj0ghIAQAlu2bKn2GIMGDYKNjU2F7X5+fmrbr87vv/+Ofv36wdbWFoaGhvDx8cHMmTMRGxsLAEhKSoJEIsHQoUNx5coVjBo1Cra2tjAwMMCOHTtQVlaGN954A61bt4aDgwOkUins7e2VPcwe5eHhgX379gEAmjdvrhya2aNHD5Vyf/zxB/r27QtbW1sYGRnB398fS5curdCLskePHpBIJEhLS8OiRYvg5eUFAwMD9O/fH8DDYcyhoaF47rnnYG5uDisrK7Rt2xZTpkzB5cuXa3Sd1Bk9ejTatWtXYfu0adMAAJcuXVLZ/uOPPwIAFi9eDIlEotzep08fdO/eHcePH0dmZmaF8p988onKiIZWrVph1KhRiImJwcWLF+t8HurMmTMHRkZGWLhwoXLb4cOHkZ2djXfeeQdNmjRRbreyssLs2bNRUlKCXbt2KbefP38ecXFxGDVqlEqPQkNDQyxYsAAAsG3bNo3iCQsLg0Qiwfvvv48///wTvXr1grm5OWxsbPDGG28gKysL+fn5WLx4MXx9fWFkZAQ3NzesXLmyrpeCiDTA5B0R0RNET08Pfn5+KC4uxo0bN7Qdjs7z9vaGnp4eYmNjIThLBBFRnaWnpyM0NBQAsHv3bvTu3Vttud69e2P37t0AHg4NbKg58MrKypCSkoKVK1di69atePPNN9G1a9d6a18IgaysLOzatQsffvghWrZsienTp2tcf+3atejduzciIyMxcOBATJo0Cba2tlizZg2WL1+uUvavv/5C+/btcf36dbz++usYP348HBwcUFZWht27d8PKygoDBgzAtGnT8OKLLyIyMhJ9+vTBsWPHlG1MnjxZmcScNGkSZs2ahVmzZmHUqFHKMuvXr0evXr1w7do1DBw4EGPHjoWBgQE++eQTlXKP6ty5M9atW4euXbti6tSp6NixIwBg3rx5GD9+PDIyMvDGG2/gtddeg1QqxaZNm7Bp0yaNr1NNKRbvejzJeu7cOTRp0gTu7u4V6gQFBUEul6sMYz137hz09PTQuXNnteUVZerbb7/9hjNnzmDKlClwdXVViefRY1cXT1XlO3fuDIlEUuP4t23bhp49e0JPTw8TJkyATCbD9u3b0b9/f7Ru3RqrVq1CYGAgJkyYgKKiIsyePRu//vprjY5BRDVnoO0AiIioZpo3b45r164hNjYWMpkMenr8HqYyxsbG8PDwwI0bN5CVlQVHR0dth0RE9ETbvHkzSktL0aVLl0oTdwq9e/dG586dce7cOWzevBlz586t11iOHDmCfv36AQCcnJywbds2jBw5st7aLyoqgomJCYCHPftCQkIwa9Ysjefw++effzBr1iz4+vri1KlTKj32zp8/j9OnT6uULywsxIYNG/DWW2+pbBdCICcnRxmLQlRUFNq1a4cvvvgCffr0AQDMnTsXkZGRiI+Px9y5cyvMeXft2jV88MEHGD58OLZt2wYjIyMAD+eKmzBhArZu3Yrw8HAEBwer1OvevTs2bNgAa2tr5baCggKsXr0aPj4++Oeff1Suy5UrV3DlyhWNrlNt/PLLLwCA5557TrktNzcX9+7dQ6tWrdTWadq0KQAgMTFRuS0xMRFmZmZqX1N15euDXC7H3LlzYWZmVuE9oTiWut6dlcVfWXnF4hs1jd/c3Bx79uxBt27dADx8H7Ru3RoXLlxAv379sHnzZmWvwEmTJqFDhw74+uuv8fLLL9foOERUM0zeERE9YfT19eHr64t///0XSUlJXIyhGr6+vrhx4wZiY2OZvCMiqoaDgwMKCgoq3V9UVAQAuHjxIszMzKptTzEM85NPPsGyZcuqLGtqaoqsrCyNY23evDk++OADZGZm4tixY3j77bdRVlaG119/XeM2qmJgYIBZs2YhOzsbZ8+excKFC5GdnY2VK1eqDMmszDfffIPy8nIsX768QnIlMDAQgYGBKttefPHFCok74OGK8yYmJigsLERERASuX7+O+/fv4/79+5BKpYiPj9f4nDZt2oTy8nKsW7dOmbgDHvbsnzZtGrZu3Yrjx49XSN49nrgDHt4LJSUlMDY2VmkLAFq2bImWLVtqHFdNpKamYtGiRTA3N1cZkp2XlwfgYfJJHcUiJrm5uSp1HBwcNC5fH7Zu3YqrV69i3rx5Ff5fUtU5VBZ/ZeUVdWra63Xo0KHKxB3w8IvQLl264Pr16/j4449VhvO2b98elpaWNboHiah2mLwjInoCeXp6Ijo6GjExMfDw8GDvuyqYm5ujWbNmSE1NRU5OToWHDyIi+p+CgoIqk3cKpaWlaleZrYxcLteo3Zrw9fXF559/DuBhr7Xg4GCMGzcOLVu2rJfVYA0MDLBq1Srlv6dPn47Vq1dDJpPhnXfeqbZ+ZGQkAFSYb66mhBBYsmQJVq9erTaRpBhCqomIiAgIIVQSMI9LT0/XqC1bW1s899xz+Ouvv9CpUyeMHDkSXbp0Qdu2bWFhYaFxTDVx79499O/fH3fu3MGOHTvQrFmzCmUenbvuUYrpMx5PvNak/MaNG5GQkFBljH369FH2hHxcUVERFi5cCBsbG3z44YeVtqEupsrir6y8oo4miebqWFlZAYDa+ZYtLS2RnZ1d52MQUdWYvCMiegJJpVL4+Pjg6tWruHnzptq5Xeh//Pz8kJqaitjYWLXz2hAR0UOK3j2VKSoqglwuh1QqrTRh8ChFkk9PT6/a4abVHbsqJiYmmDVrFl599VXs2LGjXpJ3j5s/fz7Wr1+P77//XqPkXU5ODoyMjOr8pdF//vMfLFy4EB4eHli2bBmCgoLg6uoKGxubSnuNVebevXuQSqV47733Ki3zeI/Aquzbtw8zZ87E7t27MXv2bAAPF0sYMWIEvvzyS9jZ2dUovqrcuXMHffr0weXLl7Fu3boK8/MpEoaK3qGPUySPH+2lZmFhUaPyO3fuRHh4eJVxmpubV5q8W79+PW7evInly5ervS+qOofK4q+svKJOZb3yakJfX7/KfZxXmKjhMXlHRPSE8vLyQmxsLKKjo+Hm5lYv36w+rWxsbODo6IibN2+iZcuWGg31IiJ6FlU3bHXZsmWYP38+OnTogLNnz1bbXpcuXXDu3DksWbKk3ue8e5ytrS2AhwkqXWjf0tISxcXFuH//vrLnUm18++23MDY2xpkzZ5TzntWWhYUFysrKsGTJkgpz6NWGvb09vv/+e3zzzTe4ePEiIiMj8dNPP2H79u0oKCjAnj176nwM4OHcbn379kVCQgL++9//YuLEiRXKWFpawsbGBqmpqWrbSElJAfBwuLWCh4cHLl++jMLCwgrXQ135sLCwWp9DTk4Oli9fDmdn50qTp4o5ClNTU+Hv769R/Iryj8vLy0NOTg7at29f65iJSHdwnBUR0RPK0NAQXl5eyMvLQ1pamrbD0Xl+fn4QQiAuLk7boRARPbEmTpwIqVSKiIgIHD9+vMqyx48fx7lz5yCVStUmW+pbVFQUADRYb/Satt+uXTsAwMmTJ+t03MzMTLi5uWmcuDMweNg/Q91w2g4dOkAIgQMHDtQppscZGxvj+eefxwcffKBMMp44caJe2j5//jyCgoKQmpqKPXv2VHkvde7cGbdu3UJsbGyFfWFhYZBIJOjQoYNK+bKyMvz5559qywM164lYlU8//RT37t3DvHnzKu1lqhgd8Mcff2gUT1Xlw8PDIYSot/iJSLuYvCMieoJ5e3tDX18f0dHRHLJQDUdHR1hbWyMxMRHFxcXaDoeI6Ink7OyMcePGAQBGjBhRaQLv+PHjGDFiBABg/PjxcHJyqpfjb968GT/++CPKyspUtl+5cgXLly+HgYFBheGUNREZGYklS5bg/v37Ktvv3r2r7C01evRojdoaO3YsAODjjz/G3bt3VfZFRUXh+++/16gdb29vJCcnq/SuKisrw+LFi5ULFjxKkeRT10ts0qRJkEgkeP/993Hx4kWVfUII7Nu3r9qkrMK1a9cwbdo0ZGZmqmy/f/8+8vPzKyzSERMTg5CQECxZsqTC61eZn3/+GcHBwTAwMMCff/6JQYMGVVlesVjJZ599prL9jz/+wKVLl9CjRw+V+f4U5T///HOVmK5du4ZDhw5BJpOhU6dOGsValVu3bmHt2rVwd3fH5MmTKy3Xr18/WFtbY+vWrSrXNT8/H19//TUMDAzwyiuvKLcHBgbCy8sLv/32G2JiYpTbS0tLsXbtWgDAa6+9Vuf4iUj7OGyWiOgJZmxsDE9PT1y/fh3p6elVTkD9rJNIJPDz80NERATi4+MREBCg7ZCIiJ5Ia9euRVxcHMLDw9GnTx906dIFY8eOhbOzM9LT0xEaGopz584BAIKDg5VJhPpw8+ZNLFq0CDNnzkRwcDCcnJyQkJCA48ePK1dRlclkFers3LkTAHDhwgUAD3vDKZI1o0aNgqurK4CHc4QtWLAAK1asQPfu3SGTyZCVlYVjx44hJycHo0aNwptvvqlRrN26dcOsWbOwevVq+Pr6YsCAATAzM0NUVBTOnj2LGTNmYMyYMdW28+GHH2LMmDHo2LEjBg4cCD09PZw4cQKZmZlqF6waPnw41q1bhxkzZuDUqVPQ09ODjY0NvvjiC3Tq1AkrVqzARx99hE6dOqFHjx7w9fVFXl4ewsPDcfPmTWzZskWj8yspKcGGDRsQGhqKHj16QCaTITc3F0ePHkVeXh7Wr1+vUn7Hjh1YvHgx+vbtq+wdWJ1Ro0ZBCIHu3btjx44d2LFjR4Uyr776Kjp27AjgYTJu8+bN+O6773D16lUEBgYiPT0d+/fvh5mZmXKBE4Vu3bph9OjR2LZtG9q2bYvg4GDk5uZi3759KC0txfr16+tlWpKQkBAUFhYiJCQEhoaGlZaztLTEqlWr8NZbb6FVq1YYNGgQDAwMcPjwYaSkpGD+/Pnw9PRUltfT08P69esxYMAAdO7cGYMHD4alpSVOnjyJ6OhojB49Gt27d69z/ESkAwTRM6RFixaiRYsW2g6DqF49ePBA7N69W/z+++9CLpdrOxydVl5eLg4ePCj27t0rSktLtR0OEdETq6CgQEyePFlIpVIBoMKPVCoVkydPFoWFhfV63MTERLFw4ULRrVs3YWdnJwwMDISdnZ0YMGCA+OOPP9TWOXnypNoYFT8nT55Uls3NzRXr1q0TAwYMEC4uLkIqlQpzc3PRpUsX8e2339bq7+yOHTtE9+7dhaWlpTA1NRWtWrUSc+fOFSkpKcpzAiCGDBlSaRvfffed8Pf3F0ZGRsLNzU1MmTJFJCcnCysrK+Hu7l6h/Pbt20XLli2FsbGxcHJyEnPmzKlwTYYNGyacnJyEVCoVzZo1Ey+++KJYv369yM7OVpYLDg4WAFS2KZSUlIitW7eKAQMGCAcHB2U7gwYNEmfOnKlQvnv37gKA2Lt3r0bXTQhR5eum+NmyZYtKnQcPHoi5c+cKmUwmDA0NhZ2dnRg2bJi4fPmy2mOUlpaKlStXihYtWggjIyNhZWUl+vTpI06dOqVxnFWJiYkRBgYGws/PT5SVlWlUZ+/eveL5558X5ubmwsTERHTo0EFs3ry50vJ//vmn6N27t7CyshLGxsYiICBArFy5skb/11G8T2bMmFFh34wZMyq8VxTc3d2FlZWVxsepL3yuo2eNRAiOs6Jnh6KnzdWrV7UcCVH9unjxIm7cuIHg4GA4OjpqOxydlpCQgEuXLqFt27bw9vbWdjhERE+0jIwMbN68GWFhYcjLy4OFhQV69OiBiRMn1ttQWXryFRUVwdraGg4ODkhKSqpy9VIiTfC5jp41HDZLz5yEhIQqh8vxDwA9iXx9fZGYmIjo6Ggm76rh4eGBq1evIi4uDjKZTO2QIyIi0oyTkxPmzp3b4CvJ0pPt7NmzKC4uxltvvcXEHWmsqme2hISECkPkiZ5mfGIhInoKmJubw83NDZmZmRUmxSZV+vr68PLyQkFBAW7evKntcIiIiJ56YWFh0NfXx1tvvaXtUIiInkjseUfPHJlMxt519FTy8/NDcnIyoqOj0bVrV22Ho9O8vLwQExODmJgYuLm51ctk1ERERKReeHg4Bg0aBBcXF22HQk+Qqp7ZuPAYPWuYvCMiekpYWlqiWbNmSE1NRXZ2NmxsbLQdks4yNDTkKr1ERESNJCwsTNshEBE90ThslojoKeLv7w8AiImJ0XIkus/HxwcSiQSxsbHaDoWIiIiIiKhSTN4RET1FrK2t0aRJE6SmpiI3N1fb4eg0U1NTuLq6IisrC/fu3dN2OERERERERGoxeUdE9JRh7zvN+fr6AgB73xERERERkc5i8o6I6CljZ2cHR0dHpKSkID8/X9vh6DRra2s4OTkhNTUVDx480HY4REREREREFTB5R0T0FPL394cQgj3KNKDofRcXF6flSIiIiIiIiCpi8o6I6Cnk4OAAOzs7JCUloaCgQNvh6DRHR0dYW1sjMTERxcXF2g6HiIiIiIhIBZN3RERPIYlEAn9/f8jlcvYoq4ZEIoGvry/Ky8uRkJCg7XCIiIiIiIhUMHlHRPSUcnZ2hrW1NW7cuIGioiJth6PTmjVrBlNTU8THx6O8vFzb4RAREVE9k0gkaNu2rbbDICKqFSbviIieUored+Xl5bh+/bq2w9Fpenp68Pb2RnFxMZKTk7UdDhHRE6MwIwP/LluGY3364FBQEI716YN///MfFGZkNMjxSktL8e2332LYsGFwd3eHkZERLCwsEBQUhC1btkAI0SDHrU/W1tbw8PDQdhj14vDhwxg/fjxatGgBU1NTGBsbw9/fHwsWLKiXhaDCwsIgkUiq/ImJiamHMyEi0m0G2g6AiIgajouLCywsLBAfHw9fX18YGhpqOySd5enpiWvXriE2NhbNmzeHRCLRdkhERDqrrLAQkTNmICE0FPLSUpV9t48fxz8hIfAaPx6d1q6FvrFxvR03IyMDkydPhrm5Obp3747Bgwfj7t27OHjwICZMmIC///4bX375Zb0dj6o2ffp0JCUloUuXLggODkZJSQlOnjyJJUuW4PDhwzh9+jSMjIzqfJz27dujZ8+eavfZ2dnVuX0iIl3H5B0R0VNM0fsuMjIS8fHxaNGihbZD0lkGBgaQyWSIiYnBrVu34OLiou2QiIh0UllhIU7064eM8HAAgENQEGRjxsCkSRMU3r6NhK1bkRURgbhvvsH92Fj0OnwYBiYm9XJsY2NjfPnll5gwYQLMzMyU29PT09GhQwesX78e7777Lnx8fOrleFS1qVOn4rXXXkOTJk2U20pLSzFo0CAcPXoU33//PSZNmlTn43Tr1g2rVq2qcztERE8qDpslInrKubq6wszMDHFxcSh9rHcEqfLy8oKenh5iY2O1HQoRkc6KnDEDGeHhkFpaovexY+j/11/wnTIFbkOGwHfKFPQ/exa9jx2D1NISGeHhOP/++/V2bHt7e0yfPl0lcQc8nOd1+PDhEELg77//1rg9uVyOTZs2oXPnzjA3N4epqSkCAwOxcuVK3Lt3DwAQGhoKiUSCL774AgcOHECPHj2UQ0Rv3ryJmJgYDB48GD4+PrCysoKhoSGaNWuG0aNHqyyElJSUBIlEgvv37yM5OVll6GdISEiFmDp16gRzc3OYmZkhKCgIP//8c4X4FfO4JScnY9KkSXBycoK+vj5WrFgBAHjw4AEWLlwIf39/GBsbw8nJCc899xw++eQTZGVl1eTSqzVz5kyVxB0ASKVSTJ48GQBw6dKlOh+job333nuQSCQYN26cctj1uHHjIJFIEBkZiVWrVsHPzw/GxsaQyWRYu3YtAODy5ct47bXX4ODgAGNjYwQFBeH8+fPaPBUieoqx5x0R0VNOT08Pfn5+uHjxIm7cuAFfX19th6SzTExM4O7ujsTERNy5cwf29vbaDomISKcUpqcjITQUANBj92407d1bbbmmvXujx+7dON6nD+K3bEHbxYth4uTUoLGVlJQAAGxsbDQqL5fLMXLkSPzyyy/w8vLCm2++idLSUpw8eRKzZ8+Gg4MDxo0bpyy/atUq3L59G71798akSZNw9+5dGBoa4urVqzh16hS6dOmCHj16wMjICPHx8fjpp59w9OhRXLlyBU5OTrCyssKsWbOwfv16GBkZqfRIe+655wAAQgi89tpr2LVrF9q1a4c33ngDhYWFOH78OEaOHIm1a9fivffeUzmPpKQktGzZEk2aNFEmMN3c3CCXy9G3b1+cPn0aQUFBePHFF5GXl4dTp05h6dKlaNOmDUaMGFHHq65eTV8LbVm0aBHWrVuHkSNHYvPmzRWmzOjfvz/kcjkGDx6M4OBg/Pzzz3j//fcRFhaGgwcPQiaTYeTIkcjIyMAvv/yCgQMHIikpCSb11NOUiEhJED1DWrRoIVq0aKHtMIgaXVlZmdi/f7/Yt2+fKCsr03Y4Ou3+/fti165d4vTp09oOhYhI5/yzdKkIBcTBLl00Kn+gc2cRCoh/li1r0LiKi4uFi4uLMDY2FllZWRrVWbdunQAgRo0aJUpLS5Xb5XK52LFjhzhw4IAQQogtW7YIAMLT01P89ddfFdopKioS5eXlFbavWbNGABCffvqpynYrKyvh7u6uNqZNmzYJAGLVqlUq23Nzc0WLFi2EhYWFyM3NVW4HIKRSqVi2bFmFGE6cOCEAiDFjxqhsl8vl4sCBA+Ls2bNqY6gPI0aMEADE/v3769TOyZMnlecokUiEgYGBcHFxEa+88oo4d+5cjdoCINq0aaP89/r16wUAMWjQIFFSUqJSduzYsQKAeOWVV8SdO3eU23///XcBQBgaGoqVK1eqXPPp06cLAOLHH3+s3clSjfC5jp417HlHRPQM0NfXh6+vL6KiopCYmAgvLy9th6SzLC0t0aRJE9y6dQt5eXmwsLDQdkhERI3mJwcHlBcUVLq/vKgIAHD34kX8+NjQVXUUi1lEffIJLi9bVmVZfVNTvFrLoZwLFy5EWloa3n//fY17TW/cuBFGRkb44osvYGDwv8ciiUSCV199tUL56dOnIygoqMJ2xYIMWVlZiIiIQEpKCnJzc5UrvcfHx2t8Hl999RX8/f0xa9Ysle0WFhYYN24cZs+ejXPnzqFXr17KfS1atMDcuXMrtHX//n0AD/+uPUoikWDAgAEax1RThw8fxi+//IJ27drV+TgmJiZ47rnn4OnpCRsbG+Tk5ODvv//Gzz//jD179mDnzp14+eWXa9zujh07MH36dPTq1Qs///wzpFKp2nJz585VWRAjODgYEokEzZo1w4cffqhStkePHli3bl2NXm8iIk0xeUdE9Ixo3rw5oqOjERMTA09PT+jpcdrTyvj6+uL27duIi4tDhw4dtB0OEVGjKS8oQFkVyTsFeWlphVVmqyLkco3arY1vv/0WK1asQPv27bF8+XKN6uTn5+PatWto06YNnJ2d63T87OxsvPfee/jpp59QVlZWYb9iCGl1CgoKcPnyZQghqlzxPD09XaP2unfvDktLS3z11Ve4efMm+vfvj8DAQLRs2bLSZFVdXbx4Ea+++iqsrKzw008/qZxHQkICNm7cWG0bjy5M0blzZ5w5c6ZCmR9++AFjx47FtGnTMGTIEOjr62sc4+HDhzF27Fg8//zz2LdvX41Ww9XX14eZmRnKy8sr7LOysgLw8H4gIqpvTN4RET0jDAwM4OPjg8uXLyM5ORnNmzfXdkg6y97eHra2tkhKSkJAQACMjY21HRIRUaPQNzWtcn95URGEXA49qRR6GiSAFEk+iZ4e9Kv5LK3u2Op8++23ePvtt+Hv748jR45o/Hmt6JX2+GILtTFy5EicOHECXbt2xdSpU9GmTRs0bdoUN27cqNEXQNnZ2RBCwNPTE8OGDau0nJ+fn0bt2dvbIywsDLNmzcJvv/2Gffv2AQBsbW0xffp0fPLJJzVKelXnwoUL6NOnD+RyOY4ePVphxd+bN29i9erV1bajyaqyb775JjZs2ICIiAhER0ejZcuWGsWYmpqKESNGoLS0FF5eXjCtxT1X2TVTbBf/f9ELIqL6xOQd6YzS0lKEhobi0KFDuHTpEtLT02FoaIiAgABMmjQJEyZMqPJbSCKqnkwmQ0xMDKKjo+Hu7s7ed5WQSCTw9fXF2bNnER8fr/FDARHRk666Yav/LluGv+fPh12HDuh/9my17R3s0gV3zp1D2yVL0FrN0M66WLZsGebPn4/AwEAcPHgQDg4OGtdVDCXVtBdbZZKSknDixAm0a9cOYWFhKomdmv6NVUzT4ODgoFECSxPt2rXDH3/8gXv37uHcuXOIiIjAli1bsGjRItjY2GDGjBn1cpyjR49ixIgRMDExwdGjRxEYGFihTI8ePeo1sdW0aVMAD3tRauru3bsYM2YMkpOTERoaCg8PDyxcuLDeYiIiaih8aiOdkZGRgcmTJ+OPP/5A69atMXnyZAwaNAjR0dF46623MG3aNG2HSPTEk0ql8Pb2xoMHD5CamqrtcHSai4sLzMzMkJCQoHYYFBHRs8h74kToSaXIiojArePHqyx76/hx3Dl3DnpSKbwnTqy3GMrKyjBlyhTMnz8fffv2xcmTJ2uUuAMeJsoUX2jVJYGXmZkJAAgMDNS4F5uBgYHaobSWlpbw8vLCpUuXkJaWVuuY1LG1tUW/fv2waNEiHDlyBABw4sSJemn7u+++w8CBA+Ho6IgzZ86oTdzVNyEE/v33X+jp6UEmk2lcz8vLC1u2bMGePXvg5+eHkJAQbNmypQEjJSKqH0zekc4wNjbG+vXrkZ6ejv3792PdunXYvn07YmNj4eLigo0bNyI2NlbbYRI98by9vWFgYIDo6GgO7aiCRCKBj48PSkpKkJiYqO1wiIh0gomzM2TjxgEAwkaMqDSBd+v4cYSNGAEA8Bo/HiZOTvVy/JycHPTr1w+bNm3CtGnTcODAAZhpsHCGOmPHjkVRURE++OCDCnOY/frrr2rnWnucYgGoiIgIlTbu3r2LpUuXqq3TtGlT3L59W+3/a99++22UlpbijTfeqJBULCwsxOrVq3Hr1q1q4wIezgv3+eefo7i4WGW7IjH4+MIeR44cQUhICL777juN2pfL5ZgzZw4mTpyIoKAgnDt3Dt7e3hrV1dTChQvV/g1euXIl4uPjMXLkyBolbs3MzKCnpwcbGxscPnwYTk5OmDx5Mo4dO1afYRMR1TsOmyWdYW9vr7Z3nbOzM4YPH44vv/wSUVFR8PX11UJ0RE8PQ0NDyGQyxMbGIi0tDc2aNdN2SDrLw8MDV69eRVxcHGQyGYcZExEB6LR2LXLj4pARHo7jffrAoUsXyMaOhYmzMwrT0xEfGoo7584BAJyCg9Fp7dp6O/aXX36JEydOwMPDA8bGxpgzZ06FMra2tmpXX33c7NmzceTIEfz000+4ePEiXnzxRZSUlODUqVO4fv069uzZU20btra2mDBhAr777ju0bdsW3bt3R05ODg4dOlTpF2QjRozA5cuX8cILL6B///7IyclB//79MX78eHzwwQc4deoUfvvtN/j4+KBnz55wc3NDamoq/vjjD+Tm5mL48OHVXyg8TCDOmjULn376KXr27AknJyekpaXh8OHDsLKywv/93/+plF++fDn+/PNPrFixQqP2T58+jc8++wwmJiZo27ZtpfXmzZsHGxsbjdp83NatW7F06VIEBgaiTZs2EELg4sWLuHTpElxdXbG2DveWh4cH9u/fjx49emDEiBE4deoU2rRpU+v2iIgaEpN3VKnBgwdj//79WLhwIUJCQjSud+HCBWzYsAHh4eG4desWTExM0Lx5cwwdOhTTp0+HtbV1jWMpKioCgFr/4SciVT4+Prh+/Tqio6Ph4uLC+SQrYWBgAC8vL1y7dg1paWlwdXXVdkhERFpnYGKCXocP4/z77yN+yxZkRUQgKyJCpYyeVAqv8ePRae3aaheqqAm5XA7g4VxzlS1+4O7urlHyzsjICL///jvWrFmDn376CVu3boWxsTH8/f3x3nvvoVevXhrF9NVXX8He3h7bt2/Hli1b4OnpiVmzZqFnz57o2rVrhfIff/wxSktLsW3bNvzwww9o0qQJRo4cCeDhogd79uxBaGgotm7divDwcBQVFcHV1RW9e/fGqFGjNP7S7c0330RJSQn27duHw4cPo7i4GK6urnjzzTfx0UcfwcPDQ1m2qKgI586dg6GhISZMmKBR+4rXorCwEOvWrau03Lvvvlvr/8OvXLkSu3btwpUrV7Bz504UFRXBzc0NH374IT766CPY2dnVql2FwMBA7NixA8OGDUP//v0RERHBv/VEpJMkgmOmSI2UlBT4+/ujoKCgRsm7Tz/9FPPmzVO7fDrwcA6pAwcOoG3bthrHUlJSgubNm+PevXu4efNmhS7+NREQEAAAuHr1aq3bIHpa/P3334iPj0fXrl3rZbW9p1VxcTEOHDgAKysrvPjii0x0EhE9ojAjA9c3b0Z6WBjK8vJgYGEB5x494D1xYr0NlaWGd/LkSbzwwgt49dVXsWPHDm2HQ1QtPtfRs4Y970jp/v37yMjIwOnTp7F48WIUFBTUqP7OnTvx0UcfAXg41PXdd99Fq1atUFBQgCNHjuD7779HWloaBg0ahH/++Qe2trYatbtw4ULcunUL77//fp0Sd0SkytfXFwkJCYiOjoazszOTUpUwMjJC8+bNkZCQgKysLDg6Omo7JCIinWHi5ITWc+fW+0qy1LjCwsIAAFOmTNFuIEREpBaTdwTg4R/snj171rp+SUkJZs+eDeBh4u78+fMqXfpfffVVdO/eHRMnTkRqaio+//zzSifxfdS3336LFStWoH379li+fHmt4yOiikxNTeHh4YHExEQmparh4+ODhIQExMbG8joREdFTJywsDP7+/ggODtZ2KEREpAZn3qZ6cejQIaSkpAAAQkJC1M7FMWHCBHTp0gUAsGnTJuU8GZX59ttv8fbbbyMgIABHjx6FcT3Ol0JED/n5+QEAoqOjtRyJbjM3N4eLiwvS09Nx//59bYdDRERUb4qLi3Hu3Dm8/fbb2g6FiIgqweQdAQDatGmD48ePK39qOtfFoUOHAAASiQQjRoyotNyoUaMAAHfu3EFkZGSl5ZYtW4bJkyejU6dOCA8P53BZogZibm4ONzc3ZGZm4u7du9oOR6cpVrqOjY3VciRERET1x8jICEVFRZgxY4a2QyEiokoweUcAHq7i2qtXL+WPupWxqnLx4kUAgKura5WrPrVv375CnUeVlZVhypQpmD9/Pvr27Yvff/+9zqtIEVHV/P39AbD3XXXs7Oxgb2+PlJQUFBYWajscIiIiIiJ6RjB5R/Xi+vXrAKCy5Lw6jy69HhcXp7IvJycH/fr1w6ZNmzBt2jQcOHAAZmZm9R4rEamytLSEi4sLbt++jZycHG2Ho9N8fX0hhFB+5hERERERETU0LlhBdVZQUIC8vDwAqHYF2UeHv6anp6vs+/LLL3HixAl4eHjA2NgYc+bMUdvGqlWr6hRvQkKCcmnx2uKS5PS08ff3R1paGqKjoxEUFKTtcHRWkyZNYGFhgYSEBPj7+0MqlWo7JCIiIqInTl2fxxISEiCTyeopGiLdx+Qd1dmDBw+Uv5uYmFRZ1sjISG09AMoFLJKSkrB69epK26hr8o6IKrKxsYGzszNSU1ORm5sLS0tLbYekkyQSCXx9fXHhwgXcuHFDOQ8eERERERFRQ2HyjuqsqKhI+Xt1vVAe3f/4nFEhISEICQmp19jUkclk7DlHpIa/vz/S09MRExODTp06aTscneXm5oYrV67g+vXr8Pb2hp4eZ6AgIiIiqom6Po/Vtece0ZOGTxxUZ4/2pisvL6+ybGlpqfL36nrpEVHjsre3h4ODA1JSUir0jKX/0dfXh5eXFwoLC5GamqrtcIiIiIiI6CnH5B3VmampqfL3kpKSKss+2kvv0XpEpBv8/f0hhEBMTIy2Q9Fpnp6e0NfXR2xsLIQQ2g6HiIiIiIieYhw2S3Vmbm4Oc3Nz5OfnV7tS5d27d5W/Ozs7N3Bk6lW3YAWH1NKzzNHREba2tkhKSkKLFi3YQ7YSRkZG8PDwQEJCArKysuDo6KjtkIiIiIieKlU9s3HBCnrWsOcd1QsvLy8AQEpKSpXlHt3v7e3doDERUc1JJBK0aNECcrkcsbGx2g5Hp/n4+AAA4uLitBwJERERERE9zdjzjupF+/btERUVhfj4eOTk5MDa2lptuUuXLil/b9euXSNFp4oLVhBVzdnZGdbW1rhx4wb8/f1V5rWk/zE3N0fTpk1x69YtrtBLREREVM+qembjghX0rGHPO6oXffv2BfBwwYpdu3ZVWk6xz9raGkFBQY0SGxHVjEQigb+/P8rLy9mrrBq+vr4AgOvXr2s5EiIiIiIieloxeUf1YtCgQWjSpAkAYPHixbh9+3aFMqGhoYiIiAAATJgwAfr6+o0aIxFpzsXFBRYWFoiPj692IZpnmZ2dnXKOwOLiYm2HQ0RERERETyEm7wjAw1Vgk5KSlD+pqanKfTk5OSr77ty5U6G+sbExli1bBgBIS0tDYGAgVqxYgf3792Pnzp2YOHEiJk6cCABwcnLCnDlzGufEiKhWFL3vysrKEB8fr+1wdJZEIoGPjw/kcjmvExERERERNQiJEEJoOwjSvrCwMPTs2VOjsmPHjkVoaKjafQsWLMDSpUtR2W3l7OyM/fv3o2PHjrUNtU4CAgKqXZmI8+ERPSSXy3HkyBGUlpZiwIABMDDgNKnqyOVyHD58GOXl5RgwYAB7FRMRERHVA01Wm+WzGz0r2POO6tXixYtx5swZvPnmm/Dw8ICxsTGsrKzQtm1bLFy4EFevXtVa4o6IakZPTw9+fn4oKSlBQkKCtsPRWXp6evD29kZxcTGSk5O1HQ4RERERET1l2POOnimKb2/4DQ2RZsrLy3H48GHI5XL2KqtCaWkpDh48CGNjY7z00kuQSCTaDomIiIjoqcXnOnrWsOcdERFVSl9fH76+viguLkZiYqK2w9FZUqkUnp6eyMvLQ3p6urbDISIiIiKipwiTd0REVKXmzZvDyMgIMTExkMvl2g5HZ3l5eUEikSAuLk7boRARERER0VOEyTsiIqqSgYEBfHx8UFhYyDndqmBqagpXV1dkZmYiJydH2+EQEREREdFTgksH0jMnISGhypWLOG8CUUUymQwxMTGIiYmBu7s79PT43Y86Pj4+SElJQWxsLDp37qztcIiIiIieWJqsNkv0rODTFxERVUsqlcLb2xv5+flITU3Vdjg6y8bGBg4ODrh58yYKCgq0HQ4RERERET0F2POOnjkymYy964hqwcvLC3FxcYiOjoarqytXVK2Ej48PsrKyEB8fj9atW2s7HCIiIqInUlXPbFX1yiN6GrHnHRERacTIyAgymQy5ubm4deuWtsPRWU2aNIGFhQVu3LiB0tJSbYdDRERERERPOCbviIhIYz4+PtDT00N0dDSEENoORydJJBL4+PigtLQUSUlJ2g6HiIiIiIiecEzeERGRxoyNjeHp6Yns7GxkZGRoOxyd5e7uDiMjI8TFxUEul2s7HCIiIiIieoIxeUdERDXi6+sLiUSCa9eusfddJfT19SGTyVBQUIC0tDRth0NERERERE8wLlhBz5yEhIQqJzjlYhZEVTM1NYWHhwcSExNx584dODg4aDsknSSTyRATE4O4uDg0a9aMC3wQERER1UBVz2wJCQmQyWSNGA2RdrHnHRER1Zifn9//Y+++o6Oq9vaBP2fSeyMN0mfSCE1ACYI0TWjCi14U71Wk5IpgA/Gq4PUqckHxp6CgVy8gzYYFK0ggQSHUgICUQNpMekiAENIT0ub3R96cl5hJg2T2JPN81spaM3P2OXkmukLOd757bwBAYmKi4CSGy9LSEr6+vigsLMS1a9dExyEiIiIiom6KnXdkdJRKJbvriG6Tra0tfHx8kJWVhcLCQjg7O4uOZJCCgoKQnp6OlJQU9OrVS3QcIiIiom6jtXu21rryiHoidt4REdEtYfdd2+zt7eHh4YHc3FyUlZWJjkNERERERN0Qi3dERHRLHBwc0KdPH1y6dAlFRUWi4xis4OBgAEBqaqrgJERERERE1B2xeEdERLcsNDQUAJCUlCQ4ieFydXWFo6Mj0tPTUV1dLToOERERERF1MyzeERHRLXNycoKHhweys7NRWloqOo5BkiQJQUFBqKurg0ajER2HiIiIiIi6GRbviIjotrD7rm3e3t6wsrKCWq1GfX296DhERERERNSNsHhHRES3pVevXnB1dUVmZibKy8tFxzFICoUCKpUKVVVVyMrKEh2HiIiIiIi6EVPRAYj0TaPRtLq1eGtbkhORbqGhoTh48CCSkpIwZMgQ0XEMUkBAABITE5GSkgJfX19IkiQ6EhEREZHBau2eTaPRQKlU6jENkVjsvCMiotvm5uYGZ2dnZGRkoLKyUnQcg2Rubg5/f38UFxfjypUrouMQEREREVE3wc47MjpKpZLddUSdTJIkhIaG4siRI0hOTsagQYNERzJIgYGBSE1NRUpKCtzd3UXHISIiIjJYrd2ztdaVR9QTsfOOiIg6haenJxwcHJCWloYbN26IjmOQbGxs0KdPH+Tn56OkpER0HCIiIiIi6gZYvCMiok7R2H1XV1eHlJQU0XEMVlBQEAAgNTVVcBIiIiIiIuoOWLwjIqJO4+XlBTs7O6jValRXV4uOY5BcXFzg5OSEzMxMdigSEREREVGbWLwjIqJOI0kSQkJCUFtbC7VaLTqOQZIkCUFBQairq0NaWproOEREREREZOBYvCMiok7l4+MDa2trpKamora2VnQcg+Tl5QVLS0uo1WrU19eLjkNERERERAaMxTsiIupUCoUCISEhqK6uhkajER3HICkUCqhUKlRVVSE7O1t0HCIiIiIiMmAs3hERUafz8/ODpaUlUlJSUFdXJzqOQVIqlTAxMUFqaiq0Wq3oOEREREREZKBYvCMiok5nYmKC4OBgVFVVIT09XXQcg2Rubg5fX19cv34dBQUFouMQEREREZGBMhUdgEjfNBoNwsLCWjx+4cIFPaYh6rkCAgKQmJiI5ORkBAQEQKHg50V/FhQUhLS0NKSmpsLV1VV0HCIiIiKD0do9m0ajgVKp1GMaIrF4J0VERF3C1NQUQUFBqKioQGZmpug4BsnOzg4eHh7Izc1FeXm56DhERERERGSA2HlHRkepVLK7jkhPVCoVkpKSkJycDD8/P0iSJDqSwQkKCkJ+fj5SU1MxaNAg0XGIiIiIDEJr92ytdeUR9UTsvCMioi5jZmYGlUqF0tJS5Obmio5jkNzc3ODg4ID09HTU1NSIjkNERERERAaGxTsiIupSgYGBUCgUSExM5K6qOkiShMDAQNTW1nJzDyIiIiIiaobFOyIi6lKWlpYICAhAUVERLl++LDqOQfLx8YGFhQVSU1NZ4CQiIiIioiZYvCMioi4XHBwMSZKQlJQkOopBMjExgVKpREVFBacXExERERFREyzeERFRl7O2toavry+uXr2KgoIC0XEMklKphEKhQGpqqugoRERERERkQFi8IyIivQgODgYAdt+1wNLSEj4+PigoKEBhYaHoOEREREREZCBYvCMiIr2wt7dHnz59kJeXh6KiItFxDFJgYCAAsPuOiIiIiIhkLN4REZHehIaGAmD3XUscHR3h5uaG7OxsVFZWio5DREREREQGgMU7IiLSGycnJ7i7uyM7OxtlZWWi4xikwMBAaLVaqNVq0VGIiIiIiMgAsHhHRER6xe671nl6esLW1hYajQa1tbWi4xARERERkWAs3hERkV716tULLi4uyMjI4NRQHSRJQmBgIGpqapCZmSk6DhERERERCWYqOgCRvmk0GoSFhbV4/MKFC3pMQ2R8JElCSEgIjhw5gpSUFAwcOFB0JIPj5+eHhIQEpKamIiAgAJIkiY5EREREpFet3bNpNBoolUo9piESi513RESkd56ennBwcIBGo8GNGzdExzE4pqamCAgIQGlpKfLz80XHISIiIiIigdh5R0ZHqVSyu45IsMbuu+PHj0OtVrf6yaqxUqlUSElJQUpKCjw9PUXHISIiItKr1u7Z+LcjGRt23hERkRBeXl6wsbFBamoqampqRMcxONbW1vDy8sKVK1dQXFwsOg4REREREQnC4h0REQmhUCgQEhKCmpoapKWliY5jkIKCggAAKSkpgpMQEREREZEoLN4REZEwvr6+sLS0REpKCurq6kTHMTjOzs5wcXFBVlYWqqqqRMchIiIiIiIBWLwjIiJhTExMEBwcjKqqKmRkZIiOY5CCgoJQX1/P7kQiIiIiIiPF4h0REQkVEBAAc3NzJCcno76+XnQcg9O7d29YW1tDrVazO5GIiIiIyAixeEdEREKZmppCpVKhvLwcOTk5ouMYHIVCgcDAQNy4cQPZ2dmi4xARERERkZ6xeEdERMIFBgbCxMQEiYmJ0Gq1ouMYHH9/f5iamiIlJYU/HyIiIiIiI8PiHRERCWdubg6lUomSkhLk5eWJjmNwzMzM4Ofnh+LiYly9elV0HCIiIiIi0iMW74iIyCAEBQVBoVCw+64FgYGBAIDU1FTBSYiIiIiISJ9YvCMiIoNgZWUFPz8/FBYWsrtMB1tbW3h6euLSpUsoLy8XHYeIiIiIiPSExTsiIjIYwcHBAIDExETBSQxTY/edWq0WnISIiIiIiPSFxTsiIjIYtra28PHxwZUrV1BYWCg6jsFxc3ODvb090tPTUVtbKzoOERERERHpAYt3RERkUEJCQgAASUlJgpMYHkmSEBgYiJqaGmRkZIiOQ0REREREesDiHRERGRQHBwf07t0bubm5KCkpER3H4Pj4+MDc3Bypqanc2IOIiIiIyAiweEdERAaH3XctMzU1hb+/P8rKypCfny86DhERERERdTEW74iIyOC4uLjA1dUVWVlZ3FlVB5VKBUmSkJqaKjoKERERERF1MVPRAYj0TaPRICwsrMXjFy5c0GMaImpJaGgoDh48iOTkZAwePFh0HINibW2NPn36ICcnByUlJbC3txcdiYiIiKhTtXbPptFooFQq9ZiGSCx23hERkUFyc3ODk5MT0tPTUVVVJTqOwQkMDAQAqNVqwUmIiIiIiKgrsfOOjI5SqWR3HVE3IEkSQkNDcfToUaSkpGDAgAGiIxkUFxcXODk5ISMjA/369YO5ubnoSERERESdprV7tta68oh6InbeERGRwerduzfs7Oyg0WhQXV0tOo5BkSQJgYGBqKurQ3p6uug4RERERETURVi8IyIigyVJEkJCQlBbWwuNRiM6jsHx8vKChYUF1Go16uvrRcchIiIiIqIuwOIdEREZNB8fH1hZWSE1NRV1dXWi4xgUExMTKJVKVFRU4NKlS6LjEBERERFRF2DxjoiIDJpCoUBwcDBu3LiBjIwM0XEMjlKphEKhQGpqqugoRERERETUBVi8IyIig+fv7w9zc3MkJydzeuifWFpawtvbGwUFBSgqKhIdh4iIiIiIOhmLd0REZPBMTU0RGBiI8vJy5OTkiI5jcAIDAwGA3XdERERERD0Qi3dERNQtKJVKmJiYICkpCVqtVnQcg+Lk5IRevXohKysLVVVVouMQEREREVEnYvGOiIi6BQsLCwQEBKC4uBj5+fmi4xicwMBA1NfXIy0tTXQUIiIiIiLqRCzeERFRtxEUFARJkpCUlCQ6isHp3bs3rK2todFouC4gEREREVEPwuIdERF1G9bW1vD19UVBQQGuXbsmOo5BUSgUUCqVqKqqQnZ2tug4RERERETUSVi8IyKibiU4OBgA2H2nQ0BAAExMTJCamsp1AYmIiIiIeggW74iIqFuxt7dH7969cenSJZSUlIiOY1DMzc3h6+uL69evo7CwUHQcIiIiIiLqBCzeERFRtxMSEgKA3Xe6BAYGAgBSU1MFJyEiIiIios7A4h0REXU7Li4ucHV1RVZWFioqKkTHMSj29vZwd3dHTk4OfzZERERERD0Ai3dERNQthYSEQKvVIiUlRXQUgxMYGAitVguNRiM6ChERERER3SYW74iIqFtyd3eHo6Mj0tLScOPGDdFxDIqHhwdsbW2RlpaG2tpa0XGIiIiIiOg2sHhHRETdkiRJCA4ORl1dHdRqteg4BkWSJKhUKlRXVyMrK0t0HCIiIiIiug0s3hERUbfl5eUFGxsbqNVqdpj9iZ+fH0xNTZGamgqtVis6DhERERER3SIW78igffXVV5AkCVu3bhUdhYgMkEKhQHBwMKqrq5Geni46jkExMzODv78/SkpKcOXKFdFxiIiIiIjoFrF4Rwbn999/x1NPPYUJEybgscceEx2HiAycn58fLCwskJycjPr6etFxDIpKpQIApKamCk5CRERERES3isU7MjgXLlzAxx9/jL1796Kurk50HCIycCYmJggKCkJlZSXXd/sTW1tb9O7dG3l5eSgrKxMdh4iIiIiIbgGLd2RwZs+eDa1WC61Wi3feeUd0HCLqBpRKJUxNTZGUlMT13f4kMDAQALipBxERERFRN8XiHbVq6tSpkCQJy5Yt69B5J0+exNy5c6FUKmFlZQVnZ2cMGTIE//73v1FUVNQlWYnIeJmZmUGpVKK0tBR5eXmi4xgUV1dX2NvbIz09nZt6EBERERF1QyzeUYuysrLw66+/dvi8t99+G+Hh4diyZQvS0tJQVVWF69ev4/Tp03jttdfQr18/nDlzpvMDE5FRCwwMhEKhQGJiIrvvbiJJElQqFWpra5GRkSE6DhERERERdRCLd9REcXExUlJSsHnzZowaNQoVFRUdOv/rr7/GkiVLUFdXBw8PD6xYsQI//fQTtm/fjlmzZkGSJOTm5mLKlCkoLCzsondBRMbIysoKfn5+KCwsREFBgeg4BsXX1xdmZmZQq9UsbBIRERERdTOmogOQ4Thw4ADGjh17y+dXV1fjpZdeAgB4eHjg999/h5eXl3z8kUcewahRoxAVFYWcnBysWbMGK1asuO3cRESNgoODkZaWhqSkJLi6uoqOYzBMTU3h7++PlJQUXLlyBe7u7qIjERERERFRO7HzjjrN7t275Z0ely1b1qRw12ju3LkIDw8HAKxfvx719fV6zUhEPZutrS28vLyQn5/P9TX/RKlUAgBSU1MFJyEiIiIioo5g8Y5kAwcORGxsrPy1ffv2Dp2/e/duAA3rK02fPr3FcTNmzAAAFBQU4MSJE7cemIhIh5CQEABAUlKS4CSGxdbWFp6ensjLy0NZWZnoOERERERE1E4s3pHMyckJ9913n/w1cuTIDp1/6tQpAIC3tzdcXFxaHDd48OBm5xARdRYnJye4u7sjOzubRao/CQwMBABoNBrBSYiIiIiIqL1YvKNO0zgVy8/Pr9Vx3t7e8uOUlJSujERERqqx+46/Y5pyc3ODnZ0d0tPTUVtbKzoOERERERG1AzesoE5RUVGB0tJSAICzs3OrY3v16iU/zs/Pb3b8woULiI6OBgDExcUBAPbs2SPvHjljxowmBUAioj9zdXWFs7Mz0tPT0bdvX1haWoqOZBAkSYJKpcIff/yBzMxMeR08IiIiIiIyXCzeUacoLy+XH1tZWbU61sLCQud5jX7//Xe8+OKLTV77+uuv8fXXXwMAhg4delvFO41Gg7CwsFs+H2goMBKR4ZIkCSEhITh69ChSU1PRv39/0ZEMhp+fH86fPw+1Wo2AgABIkiQ6EhERERmZ270f02g0/BCSjAqnzVKnqKqqkh+bmZm1Ovbm45WVlc2Oz549G1qttsWvMWPGdFpuIuq5evfuDTs7O2g0GtTU1IiOYzBMTU3h7++PkpISXL16VXQcIiIiIiJqAzvvqFPc3E1XV1fX6tibb6Lb6tLrCkqlkp1zREZAkiQEBwfj5MmTSE9PR1BQkOhIBkOlUiE1NRWpqalwc3MTHYeIiIiMzO3ej91u5x5Rd8PiHXUKa2tr+XF1dXWrY2/u0rv5PCLq2S5fvoxPPvkEcXFxKC0thZ2dHcaMGYOoqCi4u7u3e0xH+Pj4ICEhASkpKVCpVFAo2HAOALa2tvD09MSlS5dQXl4OGxsb0ZGIiIiIiKgFLN5Rp7C1tYWtrS3KyspQVFTU6thr167Jjz08PLo4GRGJVllZiYULF2Lr1q3Npq/GxsZi2bJlmDlzJgDgs88+a3HMnDlzsHbt2g5tPmFiYoLAwECcP38eWVlZbe6GbUxUKhXy8vKg0WgwYMAA0XGIiIiIiKgFLN5Rp1GpVDhz5gyysrJaHXfz8cDAwK6O1UxbG1ZwSi1R56msrMTEiRPlnaOHDx+Oxx9/HJ6ensjLy8O2bdsQHx+PzZs3y+e0NGbDhg1ITk5GdHR0h6bcBwQEIDExEcnJyfD19eUGDf/L3d0dtra2SEtLQ9++fWFqyj8JiIiIyHC0ds/GDSvI2PAvdeo0gwcPxpkzZ6BWq1FUVARHR0ed406fPi0/vuOOO/SUjohEWLhwIeLi4mBvb48dO3YgIiKiyfH58+dj0qRJiI6OBgBMmjQJv/zyS7MxsbGxmD59OuLi4rBo0SKsX7++3RnMzc0REBCAlJQU5Ofnw9PT8/bfWA8gSRICAwPxxx9/ICsrCwEBAaIjERERERGRDpJWq9WKDkGGKScnB97e3gCA119/HcuWLWt1/LfffouHH34YALB+/XrMmzdP57jhw4cjPj4ejo6OKCgogImJSafmbk3jpzfsriPqevn5+fDx8UFNTQ1iYmLkwl1iYiLq6+uhUCjg5OQkjwEadqPOzs5GYWGhPCY0NBRAw/TZyMhIeUxH1sCrqKjA7t270atXL+5YfZOamhrs2rULNjY2iIiIYFciERERdQu8ryNjw5W7qdNMmTJF7mhZvnw58vLymo3ZunUr4uPjAQBz587Va+GOiPRr06ZNqKmpQXh4eJOOu8TERFy8eBGJiYlNxgwbNgw1NTXYtGlTkzGNIiIimozpCGtra/j6+uLq1atN1t00dmZmZvDz80NxcTEKCgpExyEiIiIiIh1YvCNZVVUVMjIy5K+cnBz5WFFRUZNjum7yLC0tsXLlSgBAbm4u7rzzTqxatQo7d+7E119/jaioKERFRQFoWGvp5Zdf1s8bIyIhGte5mzVrVrvGzJ49GwBw4MCBFsc/+OCDAIDVq1dj+PDhiIyMxJtvvonLly+3mScoKAgAkJyc3J74RkOlUgEAUlNTBSchIiIiIiJduOYdyeLj4zF27Fidx9auXYu1a9fKz2fNmoWtW7c2Gzdnzhykp6djxYoVyM3NxdKlS5uN8fDwwM6dO+Hm5tZp2TuCG1YQ6UdpaSkAtLrG3M1jGldxaHztZo071m7ZsgUAUFhYKHfxtnc3WgcHB3h6eiI3NxelpaWws7O79TfXg9jZ2cHDwwOXLl1CRUUFrK2tRUciIiIi4oYVRDdh5x11uuXLl+PIkSOYOXMm/Pz8YGlpCQcHBwwaNAivv/46Lly4gKFDh4qOSURdrLE4pmsKva4x+fn5TV5r1Lhj7caNG1FbWwsACAkJwY8//oiPP/4Y4eHhqKmpwYYNGzBhwgRUVla2+P2Cg4MBACkpKbf+xnoglUoFrVYLjUYjOgoREREREf0JO+9INmbMGHTW/iXDhw/H8OHDO+VanU2pVLK7jkgPRo8ejdjYWGzbtg3z589vc0zj758/byhx8461vXv3RlJSEsaPHw+VSoWgoKAO7Ubbq1cvODs7IyMjA2FhYS126RkbDw8P2NraIi0tDX379uV6pERERCRca/dsrXXlEfVE7LwjIqIuERUVBTMzM8THxyM2NrbNMcePH4eZmRmioqIQGhqKvn37olevXvIU/aVLlyIpKQlmZmYYMGBAkw0tIiIisGPHDgDAli1bWlwDT5IkhISEoL6+Hmq1uvPfdDclSRJUKhWqq6uRlZUlOg4REREREd2ExTsiIuoSHh4e8iYU06dPlwt4jYW50NBQeHh44L777pPPiYiIgLu7O0JDQxEWFoZDhw6hpqYGoaGheOuttwA0rK3p6OjY7Pu1dzfa3r17w9bWFmq1Wp6GS4Cfnx9MTEygVqs7rQubiIiIiIhuH4t3RETUZdauXYvRo0ejpKQEkZGRGD58OOLi4pCamoq4uDiEh4cjOjpaHr97924MHz4c//3vf/Hjjz/iiy++AAAkJiaipKQEo0ePbrJ5zp+1Z8daSZIQHByMmpoapKWldcr77AnMzMzg5+eHoqIiXLt2TXQcIiIiIiL6X1zzjoiIuoyVlRWio6OxaNEibNmyBfHx8fIusY3MzMwwc+ZMSJKETz/9VOcYExMTREVFtbqbLNDQ7Qfo3rH2Zr6+vkhISEBKSgpUKhUUCn6WBTRsXKHRaJCamopevXqJjkNERERERGDxjoyQRqNpdYFTbmZB1LmsrKywfv16LF++HJs2bcKBAwdQWloKOzs7jBkzBlFRUXB3dwcArFy5ssmYlJQUFBYW4s0338RLL73U5vdqacfaPzMxMUFgYCASEhKQnZ0NX1/f23+jPYC9vT3c3d2Rm5uLiooKWFtbi45ERERERqq1ezaNRgOlUqnHNERisdWAiIj0wt3dHa+88gpiYmJw7NgxxMTE4JVXXpELd7rGLF68GADwww8/tOt7NG5u8ecda3VRKpUwMTFBcnIy13i7iUqlglar5ZRiIiIiIiIDIWl5x0JGpPHTG3bXEXUP+fn58PHxQU1NDWJiYhAREQGgYQ28+vp6KBQKhIaGAgBiY2MRGRkJMzMzZGdnNykKtuTMmTNITU3FPffcI0+5NXZarRbR0dGora3F5MmTYWJiIjoSERERURO8ryNjw847IiIyWK3tWBsWFtakcDd9+nQADbvRtqdwBwBBQUGQJAlJSUmdH76bkiQJKpUKN27cQHZ2tug4RERERERGj2veERGRQVu7di1SUlIQFxeHyMhIhIeHY9asWfDw8EB+fj62bt2K48ePA0Cbu9H+mbW1NXx8fJCZmYnCwkI4Ozt31dvoVvz8/JCQkAC1Wg1fX19IkiQ6EhERERGR0WLxjoiIDFp7d6ydM2dOm7vR6hIcHIzMzEwkJydj+PDhnRm92zI3N4evry/S0tJQWFgIFxcX0ZGIiIiIiIwWi3dERGTwOrJjbUc5ODjAw8MDOTk5KCsrg62tbSen755UKhXS0tKQmprK4h0RERERkUBGuWHF9evXERsbCy8vL9x9990AgBs3buDtt99GfHw8rK2tcf/998vrLFHPERYW1ua24lz0lKh7unz5Mj755BPExcV1uLB35coVxMXFQalUYvDgwXpKbPji4uJw9epVTJ48GVZWVqLjEBERkRFp3JRCl8Z7Ot67kbEwus47tVqNESNGoKCgAAAwb948fPzxx4iIiMDhw4flcT/88AO++OIL7Nq1CxYWFqLiEhFRGyorK7Fw4UJs3boVNTU1TY7FxsZi2bJlbU6pdXV1hZOTE9LT09G3b98OT73tqVQqFa5cuYK0tLRW/4AmIiIiIqKuY3TFu1WrVqG0tBQffvghLC0t8fLLL8PV1RUJCQn4/vvvce+996KoqAjvvfce3n//faxatQqvv/666NjUifgJDVHPUVlZiYkTJyIuLg4AMHz4cDz++OPw9PREXl4etm3bhvj4eGzYsAHJycmIjo7W2UEmSRJCQkJw7NgxqNVq9OvXT99vxSD17t0b1tbW0Gg0CAkJgYmJiehIREREZCRau2fjh4pkbBSiA+hbbGws5syZgwULFmDOnDl46623sHLlSjz77LOYNm0a7Ozs4O3tjTVr1mD06NH46quvREcmIqIWLFy4EHFxcbC3t0dMTAyOHj2K0aNHQ6VSYfTo0Th27BhiYmJgb2+PuLg4LFq0qMVr9enTBzY2NlCr1aitrdXfmzBgkiRBpVLhxo0byMnJER2HiIiIiMgoGV3x7sqVKwgNDZWf33333dBqtRgwYECzsRMmTEBGRoYe0xERUXvl5+dj69atAIAdO3YgIiICAJCYmIiLFy8iMTERABAREYEdO3YAALZs2YLLly/rvJ4kSQgODkZNTQ3S09O7/g10E/7+/jAxMYFarRYdpVvJyMiAJEnt+vpzsfh2ziUiIiKinsfops26urqitLRUfu7h4YEZM2ZApVI1G6tQKLjrIBGRgdq0aRNqamoQHh4uF+5aEhERgWHDhuH48ePYtGkTXnnlFZ3j/Pz8cOHCBaSkpECpVEKhMLrPuJoxNzeHj48P0tPTUVhYCGdnZ9GRup22phxLktQl5xIRERFRz2B0xTuVStVkYwonJyds375d59jjx4/Dx8dHX9GIiKgDGte5mzVrVrvGz549G8ePH8eBAwdaLN6ZmJhApVLhwoULyMnJ4b8B/yswMBDp6elITU3FsGHDRMfpdg4dOoRevXrp/VwiIiIi6hmMrqXgvvvuw969e9ucDpueno6ff/6ZNylERAaqsYva09OzXeM9PDyanNcSlUoFExMTJCUlQavV3l7IHsLBwQG9evVCTk4OqqqqRMfRu2XLlkGSJHmaNhERERGRPhld593zzz+Pv/zlL21+ip2SkoKnn34ac+bM0VMyIiLqCDs7OwBAXl5eu8bn5+c3Oa8l5ubmCAgIQGpqKi5fviwX/YydSqVCfHw8zp49i+LiYmg0GhQVFaG2thbOzs4YPHgwhg8ffkvXLioqwokTJ277mkVFRTh27Bg0Gg2Ki4tha2uL3r1746677oKvr+8tZSMiIiIiEs3oindWVlYIDg5uc9z48eMxfvx4PSQifdNoNK1uLd7aluREZDhGjx6N2NhYbNu2DfPnz29zfGPX1JgxY9ocGxgYCLVajZSUFBbv/teFCxewcuVKnD9/HvX19c2OOzg4oKioqEPXjImJwTvvvIPffvvttq6Znp6Of/7zn9ixYwdqamp0jgkPD8drr72GiRMndiijMRgzZow8DR0AgoODcfHixXav+VheXg5vb29cv35dfu3RRx/F559/3ulZiYjIeLR2z6bRaKBUKvWYhkgso5s2S0REPUNUVBTMzMwQHx+P2NjYVsfGxsbi+PHjMDMzQ1RUVJvXtrGxgZeXFy5fvtzhglRPc/nyZcyYMQMTJ07E2bNndRbZbvWa48ePx759+27rmj/88AP69++P7du3t1i4A4D4+HhMmjQJixcvvuXvdasiIiLQv39/DBkyBBMmTMCSJUtw7ty5Lj/3ViUnJ+Onn35q9/gtW7Y0KdwRERERUecyus67lly7dg179+7FtGnTYG1tLToOdSGlUsnuOqIewMPDA7Nnz8bGjRsxffp07NixAxEREQgNDUV9fb3cNRQbG4sHH3wQAODm5oZp06bBzs4OY8aMQVRUFNzd3XVePzg4GNnZ2UhJScFdd92lt/dlSPLz8zFmzBgkJyfLr4WGhmLs2LGYOnUqnJyccOnSJSQnJ+O333675WuOGjUK06ZNQ9++fTt0zUOHDuHhhx9GbW0tAMDe3h7z5s3DsGHD4O3tjbKyMpw4cQIbNmyQ17p977334O7ujpdffrmDP41bd+bMmSbP9+7di//3//4fXnrpJaxatarLzr0d77zzDh544IE2x9XX12Pt2rVdloOIiIxXa/dsrXXlEfVEkparcQNo2Fn27rvvRmpqKgICAkTHoS7S+EuexTuinqGyshITJ06Up/yFh4dj1qxZ8PDwQH5+PjZv3ozff/+9xfPNzMwwZ84crF27FpaWls2OHzhwAAUFBZg0aZLRfbBTWVmJO++8U/592adPH3z66aewtrZGdnY2IiMj4eDg0CnXHDdu3C1l7N+/PxISEgAAd999N3bu3AlnZ+dm46qqqjBz5kzs2LEDAGBpaYlLly7BycmpXd9n2bJleOONN7BlyxbMnj27XeeUlpbi119/Rd++feHq6gobGxtcuXIF586dw7p167B3714AwPr16zFv3rxOO/dW3Dxt1snJSe6iO3jwIO65555Wz/3xxx/lIt/N53LaLBERdSXe15Gx4bTZm7COSUTUvVhZWSE6Ohrz5s2Tp9AuWLAADzzwABYsWNCkcDds2DC89tprWLduHV577TWEh4ejpqYGGzZswIQJE1BZWdns+sHBwdBqtVCr1fp8Wwbh3//+t/wHsbe3N44dO4Zx48ZBpVIBaFhrprOueSvOnTsnF+4kScKnn36qs3AHNBTrtm3bJm9WVVVVhT179jQbN3v2bEiS1OzrjTfeAADMmTNH53FdBT07OztMmzYNQUFBcHJygrm5Oby8vDBp0iRER0djypQpAIDVq1d36rm368knn5Qf/7//9//aHL9mzRoADVPNZ86c2el5iIiIiIjFuyYkSRIdgYiIOsjKygrr169HdnY2Vq5ciYiICISHh6NPnz4AGgohMTExiI+Px8CBA+Hh4YGBAwfi2LFjiImJgb29PeLi4rBo0aJm1/bw8ICdnR00Gk2r66n1NBqNBu+++y4AQKFQYPv27fD29gYAuLi4wNHRERkZGR36mbR2zVuRkpIiP3Zzc2tz0Wpra2uMHDlSfp6VldVsjJeXF8LCwpp9ubq6AmjoFNR13MvLq0PZJUmSp+2mpKSgtLRUL+e2x/jx49G/f38AwC+//IKLFy+2OPbUqVM4dOgQAODvf/97uzsZiYiIiKhjWLwjIqIewd3dHa+88gpiYmLwww8/4MqVKwCA7777DhERETrPiYiIkKdSbtmyBZcvX25yXJIkBAcHo7a2Funp6V37Bm7DjBkz5C6w7777rs3x77zzjjz+X//6V7Pjn3zyiVyYe/DBBzFixAj5mCRJUKlUqKurk9eRa4/WrnkrLCws5MfXr19vVyGxurpafmxra9vs+IoVK5CQkNDs66mnnmr1+IoVKzqcv7EgCDTs1qqvc9vjhRdeANAwI+Gdd95pcVxj55+JiYnO4ndr6uvrkZqail9++QUfffQRVq1ahZUrV2Lt2rX4/vvvb6mzk4iIiKinYvGOiIh6nE2bNqGmpgbh4eEtFu4aRUREYNiwYaipqcGmTZuaHffx8YGFhQVSUlI6ZafVrnDzpgZ33HFHh8YPGjSoybH6+voma5U9++yzzc738fGBubk51Gp1u5acaM81OyokJER+XF1djY8++qjV8Vqttsm6OG2t5dbVGovBVlZW8nRefZzbHn/961/Ru3dvAMCXX36J3NzcZmNycnLw7bffAgAeeugh+Pn5tfv6Tz/9NBwcHBAUFIT7778fTz/9NJYuXYpXX30VixYtwl/+8heoVCr069cP33zzTae8JyIiIqLujMU7IiLqcRoX3581a1a7xjeuWXbgwIFmx0xMTBAYGIjKykrk5OR0VsROU1FRIa/JZ29vD39//zbP+eOPP+THfy7eXbx4UX6fTk5OOjvkTExM4Ofnh7KyMrnDsTXtuWZHBQYG4r777pOfv/DCC1i7dm2LBda9e/ciMzMTQMMGDQMGDLjtDK3Jzs5u9fjbb78NAJg4cSJMTU077dzOYG5uLhdYq6ur8f777zcbs27dOnmX33/84x8duv7Zs2dRVlbW5rgLFy5gxowZWLJkSYeuT0RERNTTsHhHREQ9TuM6YJ6enu0a7+Hh0eS8PwsICICJiQmSk5MNbnOjs2fPygWrQYMGtbl+a0VFBZKTkwE0FPv+vMP6n7v4FAoFYmNjMXfuXISGhsLe3h6mpqYYM2YMlixZgn/84x9yUawl7b2mk5MThg4diqVLl7Z5TQD46KOP4ObmBgCoq6vDokWLMHjwYHz++edNpsimp6fjiSeeANAwvXrLli1tXvt2jR07Fo899hj279/fJEteXh7+/ve/Y//+/TAzM8Orr77aqed2lvnz58tTizds2IDi4mL5WFlZGTZu3ChnHTJkSIev36dPHzz88MN47733sHPnThw7dgwnTpxAbGwsNm/eLO9gCzQUK3/99dfbfEdERERE3Vfnf1xLREQkmJ2dHYCGYkd75OfnNznvzywsLODv7w+1Wo2rV6/KBSND0NEps+fOnZOLfQMGDGhW7Dt79qz8uKKiAkOHDsXp06ebXaeoqAhFRUVIS0vDd999hzfffLPFdc86cs1Tp07h1KlTWLt2bavXBBq67+Lj4/HXv/4Vx48fl7/XzJkz8dxzz2HatGm48847sWzZMly5cgXBwcH46quvOjTF81bV1tbiiy++wBdffAFLS0v07t27SaeilZUVtmzZovO/2e2c21kcHR0RFRWFtWvXoqSkBP/973/ljTI2b96MoqIiAMCLL77Y4Wv/9NNPcHFxaXXMnDlz8NZbb+GVV14BAPz3v//Fvffe2+HvRURERNQTsHhHRkej0SAsLKzF4zeviURE3dPo0aMRGxuLbdu2Yf78+W2O37p1K4CG6ZQtCQwMhFqtRnJyssEW7/48BVaX1qbMAmgyDTY+Pl5+7ObmhpCQENjZ2eHatWvIzMyUi6OVlZV4/vnnUVBQoHPzhq64ZiN/f3/88ssvGDFihNxRCDRsYrFlyxa5y65v3744cuQIHB0dW7xWZ/r222/x3Xff4ciRI0hJSUF2djZMTU0RHByMyMhILFq0qFnXY2ec25mef/55fPjhh6irq8PatWuxaNEimJmZYe3atQCAfv36YeLEiR2+bluFu0ZPPfWUXLw7duxYh78PERF1b63ds2k0mjZ3mifqSVi8u4mhTYUiIqJbExUVhTfeeAPx8fGIjY1tddOK2NhYHD9+HGZmZoiKimpxnK2tLby8vJCTk4Pi4mI4ODh0RfQO62jnXVvFu5KSEvmxjY0NnnjiCcydOxf9+/dvNvbQoUN49NFH5TXa3nzzTURGRmLUqFG3fM3Dhw/jiSeeQFJSUqvXbPT9999j/vz5uHr1KoKDg/Hmm2/i6NGj+Oqrr5pstHDx4kX069cPH330EaZOnarzWi1ZtmwZli1b1qFz7rzzTtx5550dOqczzu1Mvr6+mD59Or7++mvk5eXhs88+g7OzM9LS0gD83660t6O+vh5qtRrnzp1Deno6rl69imvXrqGqqgo3btyQx129evW2vxcRERFRt6UlrVar1d64cUObkZGhra2tFR2FulDfvn21ffv2FR2DiPTgiSee0ALQ2tvba2NiYrRarVZ78eJFbUJCgvbixYtarVarjYmJ0drb22sBaOfNm9fmNQsKCrTffPON9sSJE12avb3q6uq01tbWWgBac3NzbXV1dZvnDB06VAtAC0B76tSpZsfvu+8++firr77a5vWOHz+u7dWrl3zO5MmTb/uaBQUFWh8fn1avqdVqtd99953WxMREC0A7ZMgQbVlZmXysvr5eu3fvXu0DDzyglSRJvpYkSdp33nmnzQzGZPTo0fLPZ//+/U2O/f777/Kx4OBg7d13360FoO3du7f2xo0bTca+/vrr8thHH3201e+ZkZGhfe6557Senp7yOW19ERERNeJ9HRkbbljxv8zNzeHr6wsTExPRUYiIqBOsXbsWo0ePRklJCSIjIzF8+HDExcUhNTUVcXFxCA8PR2RkJEpKSjB69Gh5KmBrXFxc0KtXL2RlZaGyslIP76J1ycnJqKioANAwtcTMzKzV8bW1tUhISAAAmJqa6pyOYmFhIT9uz7+JgwYNwkMPPSQ/j42NlTPd6jVdXFzw2muvtXrNtLQ0PProo6irq4OlpSV++ukn2NjYyMclSUJkZCS+//57HD9+HH379gXQ0GX/4osvIjY2ts0cBAwdOhSjR48G0PD/29GjRwEACxcuhLm5+S1dc+PGjejbty/WrVvX7nUpiYiIiIwZi3dERNQjWVlZITo6GvPmzYOZmRni4+OxYMECPPDAA1iwYIE8VXbevHnYs2cPiouLsXLlSrnQFxkZiTfffBOXL19uct2goCB5qp9oHZ0ym5iYiKqqKgBAaGhok6JaIycnJ/nxzTudtsTc3ByTJ09ucs7N01Vv5ZoAmkx11nXNd999V34vs2bNQp8+fVq81p133okjR47A29tbfq21dfSoqT9Pj7Wzs8OTTz55S9f69ttv8eSTTzYpxo4ZMwb//ve/8cMPP+DUqVPIyspCaWkpamtrbys3ERERUU/BNe+IiKjHsrKywvr167F8+XJs2rQJBw4cQGlpKezs7DBmzBhERUXB3t4ezz33HLZu3Yqampom58fGxmLZsmWYM2cO1q5dK+/8aWtrC41Gg9DQUJiaivuntLM3qwCabiZw7dq1duW46667mjwvKChAYGDgbV3Tw8Oj1Wvu2bNHfjxixIg2r+fo6IhnnnlG3jH16NGjqKqqgqWlZbvyGLP7778fISEh8jqETzzxxC2t+VhfX4+lS5fKawwrlUp88803GDx4cKfmJSIiIuppWLxrh+LiYlRUVLS5oUXv3r31lIiIiDrC3d0dr7zyirxzZaPKykpMnDgRcXFxAIDhw4fj8ccfh6enJ/Ly8rBt2zbEx8djw4YNSE5ORnR0NKysrBAUFITTp08jPT29SUFJ3zpavDty5Eib429+vb3dhX8ugNnZ2d32NW/erEDXNXNycuTH7u7u7brmzdOEa2trUVhYyH+720GSJCxevBjz5s2DqakpFi1adEvXOXv2LDQaDQBAoVDg+++/x4ABAzoxKREREVHPxOJdCzQaDV5//XVER0ejqKiozfGSJHF6BxFRN7Nw4ULExcXB3t4eO3bsaLYr7fz58xEbG4vp06cjLi4OixYtwvr16+Hn54eEhASkpqZCqVRCoRCzCsXZs2flx0qlstWx9fX12L17t/y8peLd8OHD5cfx8fEoLy9vspacLjcX5BQKRZPpqV11TVtbW1y/fh0AkJmZ2eq1Gv15yq6jo2O7zrsVGRkZ8Pf3b9fYmpqaJh2ct3NuV5kzZw4iIiJgbm5+ywXPrKws+XFAQAALd0RERETtxOKdDgkJCbjnnntQUlLSZrcdERF1T/n5+di6dSsANCncJSYmor6+HgqFAqGhoYiIiMCOHTsQGRmJLVu2YPny5XB3d4dKpcLFixeRm5vbrLCkr/w3r8f35ym/f/b111836VZrqXgXHBwsT5GsqKjA+vXrsXjx4lav/fPPP8uPAwMDm3XJ3e4177rrrmbTNENDQ+XNE7766is88cQTrV4PgNxhCQAqlQrW1tZtntMZQkJCWt2oQ5KkLjm3M5mamsLPz++2rnFzN+WtbnZBREREZIxYvNPh1VdfRXFxMaytrbF48WIMGDAA9vb2Ohf2JiKi7mnTpk2oqalBeHh4k467xMRE1NXVwcTEBKGhoQAaNk8YNmwYjh8/jk2bNuGVV16BSqVCUlISkpOT4eXlpbciSqOb168DgMOHD8PX11fn2Ozs7CbFMm9vbzg7O7d47eeff17ekGDZsmWYMGGCvFvrn2VmZuL999+Xn9933324dOkSvLy8Ou2aCxYsaDZm+vTpcvHut99+w4YNGzBv3rwW31NCQgI2bNggP3/00UdbHNvZDh06hF69eun9XEMTEBAgP05NTcWVK1fg5uamc2xNTQ3eeOMNfUUjIiIiMmjcbVaHQ4cOQZIkbN++HcuXL8f06dMRGRmJ0aNHt/pFRETdR2MX1qxZs9o1fvbs2QCAAwcOAAAsLCzg5+eH69evo6CgoCsiturm9e4A4B//+AeOHz/ebNyuXbswfPhw5Ofny6/Z29sDgLxb65/NmjULAwcOBACUlpZizJgx+OGHH5qN27dvH0aNGiUvLzFs2DCMGjVK57p2t3rN4cOH47HHHms2bv78+U06webPn48XX3xRnkrbqLa2Fp9//jnGjh2LyspKAICPjw9efPFFne+dus7gwYPh4+MDoKE49+ijjzbpBgUauvO++eYb9O/fHytXrhQRk4iIiMjgsPNOh/LyckiShPvvv190FCIi6iKlpaUAAE9Pz3aNb9z9tPE8AAgKCkJaWhpSUlLg6ura+SFbcXPxztfXF5mZmQgPD0f//v3h7++P6upqnD17Fnl5eQCAO+64Q+7Wu3DhAsaOHQsHBwf8+OOPza5tYWGB7777DnfddRcKCwtx9epVPPjgg/D09ET//v2h1WqRmJjYpPCiUqnw008/ISMjA1lZWSguLm4y1fVWr/nDDz/oXFPQysoKP//8M0aPHo3r169Dq9Xi3Xffxdq1a3HHHXfA1dUVpaWlOHv2LIqLi+Xz3NzcsGfPnjbX3KPOp1Ao8M4772DGjBkAGgq1SqUSoaGh8PT0RFFRES5evIiSkhIADf+NGwuuRERERMaMnXc69OnTB1qtttlOd0RE1HM0rsvWWNxqS2Pn2s3rudnZ2aF37964dOlSk6KePtxcvPv000/l6Yfnz5/Hzz//jD179iAvLw+SJOFf//oX3nnnnSbnHzhwoNW1+pRKJU6cOIHBgwfLr+Xl5SEmJgaxsbFNimxTp07FiRMn5LUAAci7inbGNVvSv39//P7777j77rvl12pqanDixAn88ssvOHjwYJPCXUREBE6dOiVPhyb9e/jhh/Huu+/KBdnGIvOePXsQHx8vF+7uv/9+nD9/XmRUIiIiIoPB4p0OjWsfxcTECE5CRERdpXG5g23btrVrfOPmFmPGjGnyenBwMAAgJSWl07K1paKiQp6a6uzsjFGjRuHEiROIioqCt7c3LCws0KdPHzz00EM4cOAAli9fjnvvvRcLFy6Eg4MDPD09MXPmTDzzzDOtfh+lUomTJ09ix44dmDFjBnx9fWFpaQkbGxsEBQXhiSeewOHDh/HTTz/ByclJzuPo6IiMjAydm2jcyjXbynjkyBH89ttvePLJJ9G/f384OTnB1NQUjo6O6N+/P5566ikcPXoUMTExzdbi04eIiAj0798fQ4YMwYQJE7BkyRKcO3euy881VC+88ALi4+MxY8YMuLu7w8TEBLa2tujXrx8WL16M33//HTt37mxzB2UiIiIiYyFpuZ1qM8nJyQgLC8OgQYNw8uRJ0XGoE4WFhUGj0bR6Q3DhwgU9JiIiUfLz8+Hj44OamhrExMTIH9x8//338oYVDz74IAAgNjYWkZGRMDMzQ3Z2dpNuMK1Wi99++w1FRUWYPHkyLC0tuzz7sWPH5G6zMWPGYP/+/V3+PTsiPT0dJ0+exKBBgxAYGCg6jhAZGRnw9/dv8bgkSXjppZewatWqTj2XiIiopwgLC2vxWOM9He/dyFiw806H4OBgLF68GH/88QdeffVVHD58GAcPHmzzi4iIug8PDw95E4rp06cjNjYWABAaGoq+ffvKUytjY2Mxffp0AMCcOXOaTeOUJAnBwcGor6/XOVW0K9w8ZbZxEwhD4uPjA3Nzc6jVahjrZ4QuLi744YcfkJycjMLCQty4cQPZ2dn45ZdfMH78eGi1Wrz99ttNdsDtjHOJiIiIqOdh510Ltm3bhjlz5kCSpHaNlyQJtbW1XZyKblfjpzf8hIaIAKCyshITJ06Ud54NDw/HrFmz4OHhgfz8fGzdulXewXX06NHYs2ePzs46rVaL6Oho1NTUYPLkyTA17dr9oJ588km5cLN582bMmTOnS7/frTh37hySk5Nxzz33yJt9GLply5bhjTfe6PB5//73v/Hqq6+2e7xWq8X//M//YOfOnQgKCkJycrJeziUiIuopeF9Hxoa7zeoQHR2NqKgoSJLU7o4B1kCJiLofKysrREdHY9GiRdiyZQvi4+MRHx/fZIyZmRnmzJmDtWvXtjglVpIkBAUF4Y8//kBmZmaXr9V1c+fdgAEDuvR73SqlUonk5GRoNJpuU7zr1auXvIZhR8/rCEmS8PLLL2Pnzp1ISUlBaWlpk41QuupcIiIiIuqe2Hmnw5gxY3Dw4EHccccdePfddzFgwADY2dnB3NxcdDS6TfyEhohacvnyZWzatAkHDhyQCyJjxoxBVFRUqzueNqqtrcWuXbtgYWGBCRMmtLtzu6Pq6+thZ2eHiooKmJiYoKysTC/r7N2Kw4cPIy8vD5MmTYKNjY3oOAYlJSVFLhTm5eV1qMB5O+cSERH1BLyvI2PDzjsdzp49C0mS8OWXX97SJ/BERNT9uLu745VXXsErr7xyS+ebmppCpVIhMTERly5dQp8+fTo5YYPk5GRUVFQAaFij1VALdwCgUqmQl5cHjUZjsB2CoqSnpwNo6P7saOfe7ZxLRERERN0PN6zQoba2FgqFgoU7IiLqEJVKBYVC0aXrkJ09e1Z+bOgFMXd3d9ja2iI9PR11dXWi4+hVdnZ2q8fffvttAMDEiRObrZF4O+cSERERUc/D4p0OISEhqK+vx5UrV0RHISKibsTS0hK+vr64du0arl271iXf45FHHoFWq4VWq8X27du75Ht0FkmSoFKpUF1djaysLNFx9Grs2LF47LHHsH//flRXV8uv5+Xl4e9//zv2798PMzMznRtd3M65RERERNTzsHinQ+ON0WeffSY6ChERdTOBgYEAGtYlI8DX1xcmJiZQq9VGtblTbW0tvvjiC4wbNw4ODg5QKpVwd3dH7969sWnTJlhZWeGzzz7DHXfc0annEhEREVHPw+KdDgsWLICPjw+WL1+O3Nxc0XGIiKgbcXBwgLu7O3JyclBeXi46jnDm5ubw9fVFUVERCgsLRcfRm2+//RYvv/wyRo4cCXt7e2RnZ6O0tBTBwcF49tlnkZCQgBkzZnT6uURERETU83ChFB0WLVoENzc3ZGVlYerUqRgyZEib50iShPXr1+shHRERGbqgoCBcvnwZarUaAwcOFB1HOJVKhbS0NKjVari4uIiOoxd33nkn7rzzTr2fS0REREQ9j6Q1pjks7aRQKCBJkjy9R5KkVsdrtVpIkmR0i3F3R9xSnIj0QavVIiYmBhUVFbj//vthZmYmOpJwBw4cQEFBAe6//36D3iGXiIiIDB/v68jYsPNOh1GjRrVZsCMiImqJJEkICgrCyZMnkZ6ejqCgINGRhFOpVLh69SrS0tLQt29f0XGIiIiIiLoNFu90OHDggOgIRETUzfn4+OD8+fNITU2FSqWCQmHcy8z27t0bVlZWSEtLQ0hIiNH/PIiIiIiI2ot/OetwK9NfDx482AVJiIiouzIxMYFKpUJFRQUuXbokOo5wCoUCAQEBqKys5M+DiIiIiKgDWLzTYfr06aitrW33+B07dmDChAldmIiIiLojpVIJhUKBlJQU0VEMQkBAACRJglqtFh2FiIiIiKjbYPFOh59++gnTpk1DdXV1m2M/+ugjPPLII7hx44YekhERkaG5fPkyVq5cicjISAwfPhyRkZF48803cfnyZVhYWMDX1xcZGRlYtmwZqqqqRMcVytLSEt7e3rh69SqKi4tFxyEiIiIi6ha45p0OdnZ2iI6OxpQpU/DTTz+1uCveP//5T6xatQparRajR4/Wc0oiIhKpsrISCxcuxNatW1FTU9PkWGxsLJYtW4Y5c+bA3d0db7/9Nqqrq+Hr64s5c+YISmwYVCoVsrKyoFarMWTIENFxiIiIiIgMHjvvdPjtt9/g4uKCffv2YdKkSaioqGhyvL6+HnPnzpULdw899BD27t0rKC0REelbZWUlJk6ciI0bN6KmpgbDhw/Hxx9/jB9//BEff/wxwsPDUVNTgw0bNuCbb76RO7lXr14NrVYrOL1Yzs7OcHR0RGZmZrOiJxERERERNSdpjf0uogUXL15EREQE8vPzcffddyM6Ohq2traorKzEQw89hOjoaGi1WixatAirV6+GJEmiI1M7hIWFQaPRQKlUtjjmwoULekxERN3RvHnzsHHjRtjb22PHjh2IiIhAYmIi6uvroVAoEBoaitjYWEyfPh0lJSWwtLSUp8zu27cP9957r+B3IFZ6ejpOnjyJQYMGITAwUHQcIiIiMkBhYWEtHmu8p+O9GxkLdt61oG/fvjh8+DD8/Pxw9OhRREREQK1WY9y4cYiOjgYAvPvuu1izZg0Ld0RERiQ/Px9bt24FALlwBwCJiYm4ePEiEhMTAQARERHYsWMHADRZQ3X16tX6DWyAvL29YWZmBrVabfSdiEREREREbeGad63w9/fHoUOHEBERgePHjyM0NBR1dXUwNzfHtm3bMGPGDNER6RbwExoiuh2bNm1CTU0NwsPD5cJdSyIiIjBs2DAcP34cpqamqK2tRXR0NJKSkhASEqKnxIbH1NQU/v7+SElJwZUrV+Du7i46EhERERmY1u7ZWuvKI+qJ2HnXht69e+PgwYMYMmQI6urqYGpqij179rBwR0RkpOLi4gAAs2bNatf42bNnA0CTAtX777/f2bG6ncblC9RqteAkRERERESGjcW7dnBxccFvv/2GUaNGoa6uDj/++KPoSEREJEhpaSkAwNPTs13jPTw8ADT8W9Jo27ZtuHbtWueH60ZsbW3h6emJS5cuoby8XHQcIiIiIiKDZfTTZiMjI9s9tq6uDlqtFh988AGOHz8OOzs7+ZgkSdxxlojICDT+7s/Ly2vX+Pz8fAANnXcRERGIjY1FVVUV1q9fj1deeaXLcnYHSqUSeXl5SEtLQ//+/UXHISIiIiIySEZfvNu3bx8kSerQgtlarRbHjx9v8ho3rSAiMg6jR49GbGwstm3bhvnz57c5vnFzizFjxmDo0KGIjY0FAKxbtw7/+Mc/YG5u3pVxDZqHhwdsbGyQlpaGvn37wsTERHQkIiIiIiKDY/TFu8cff5yFNyIiareoqCi88cYbiI+PR2xsbKubVsTGxuL48eMwMzNDVFQU3NzcEBoaisTERFy+fBnffPMNHnvsMT2mNyySJEGlUuHs2bPIzs6Gn5+f6EhERERERAbH6It3jR0RRERE7eHh4YHZs2dj48aNmD59Onbs2IGIiAiEhoaivr4eCkXDcrKxsbGYPn06AGDOnDnyhhWLFy/GE088AQBYvXo1Hn30UaP+EMnPzw8JCQnQaDQs3hERERER6cANK4iIiDpo7dq1GD16NEpKShAZGYnhw4cjLi4OqampiIuLQ3h4OCIjI1FSUoLRo0dj7dq18rmPPvqovHnFmTNncPDgQVFvwyCYm5vDx8cHhYWFKCwsFB2HiIiIiMjgsHhHRETUQVZWVoiOjsa8efNgZmaG+Ph4LFiwAA888AAWLFggT5WdN28e9uzZA0tLyybnPvXUU/Lz1atXi3gLBkWpVAIA1Gq14CRERERERIZH0nZkpwaibi4sLAwAcOHCBcFJiKinuHz5MjZt2oQDBw6gtLQUdnZ2GDNmDKKiouSpsrrO8fHxQXV1NSRJQkpKClQqlZ6TG5bffvsN169fx/333w8LCwvRcYiIiMiA8b6OjA2Ld2RU+EueiAzF7NmzsW3bNgDAM888gw8++EBwIrGysrJw/Phx9O/fHyEhIaLjEBERkQHjfR0ZG06bJSIiEmDx4sXy482bN6OoqEhcGAPg5eUFCwsLaDQa8HNFIiIiIqL/w+IdERGRAAMGDMDYsWMBABUVFdiwYYPgRGIpFAoEBASgoqICeXl5ouMQERERERkMFu+IiIgEeeGFF+TH69atQ21trcA04gUEBECSJG5cQURERER0ExbviIiIBJk4cSICAwMBALm5ufjuu+8EJxLL2toavXv3xuXLl1FaWio6DhERERGRQWDxjoiISBCFQtFk7bt3333X6Nd7a9x1V6PRCE5CRERERGQYWLwjIiIS6PHHH4eTkxMA4OTJkzh27JjgRGK5urrC3t4eGRkZRj+NmIiIiIgIYPGOiIhIKGtrazz55JPy89WrVwtMI54kSVAqlaipqUFWVpboOEREREREwrF4R0REJNgzzzwDU1NTAMCPP/6IjIwMsYEE8/X1hampKdRqtdFPIyYiIiIiYvHuNo0aNQo7duxAfX296Cg9xt69ezFu3Dg4ODjA2toagwYNwgcffMCfMRH1WH369MGMGTMAAPX19Vi3bp3gRGKZmZnBz88PxcXFKCgoEB2HiIiIiEgoFu9u0+HDhzFjxgz4+vrirbfe4k3Gbfryyy8xceJEnDlzBg888ABmz56N8vJyPPfcc3jqqadExyMi6jI3b1yxceNGlJSUCEwjnlKpBMCNK4iIiIiIWLzrBFqtFrm5uXj11Vfh4+ODuXPn4o8//hAdq9spKyvDc889B1dXV5w7dw5bt27FRx99hISEBIwZMwbr16/HiRMnRMckIuoSgwcPxsiRIwE0/D7cvHmz4ERi2dvbw83NDTk5OaisrBQdh4iIiIhIGBbvbtPhw4exbNkyjBw5EqampqiqqsLWrVsxdOhQ3HPPPaLjdSvR0dG4du0ann76aXh5ecmvW1hY4PXXXwcAfPbZZ6LiERF1uRdeeEF+/P7776Ourk5gGvFUKhW0Wi3S0tJERyEiIiIiEobFu9t0991347XXXsPBgwdRWFiIXbt2YdGiRejbty+OHj0qOt5tmTp1KiRJwrJlyzp03smTJzF37lwolUpYWVnB2dkZQ4YMwb///W8UFRW1eN7x48cBAMOHD292bNiwYZAkCfHx8R3KQkTUnUyZMgX+/v4AgMzMTPz000+CE4nl6ekJKysrpKWlcd1TIiIiIjJaLN51IhsbG0yaNAlr1qzB+fPnkZ+fLzrSLcvKysKvv/7a4fPefvtthIeHY8uWLUhLS0NVVRWuX7+O06dP47XXXkO/fv1w5swZneemp6cDAFxcXJods7KygpOTkzyGiKgnMjExwfPPPy8/X716tcA04ikUCiiVSlRVVSE3N1d0HCIiIiIiIVi860Kurq6iI3RIcXExUlJSsHnzZowaNQoVFRUdOv/rr7/GkiVLUFdXBw8PD6xYsQI//fQTtm/fjlmzZkGSJOTm5mLKlCkoLCxsdn5paSkAwNbWVuf1ra2tjX4BdyLq+ebMmQN7e3sAwNGjR/H7778LTiSWv78/FAoF1Gq16ChEREREREKYig5AhuHAgQMYO3bsLZ9fXV2Nl156CQDg4eGB33//vcm6dY888ghGjRqFqKgo5OTkYM2aNVixYkWTa2i1WgCAqanu/y21Wi0kSbrljEREhi4hIQHPP/88qqur5demTJmCffv2oV+/fgKTiWNpaQkvLy9kZWWhuLgYDg4OoiMREREREekVO+90GDlyJL766ivU1taKjtJt7N69G1lZWQCAZcuWNSncNZo7dy7Cw8MBAOvXr2+2fpGdnR0AtLirYEVFRYtdeURE3VlhYSFCQ0PRv39/7Nu3D1VVVfKxy5cvo3///ggNDW113dCeTKVSAQC774iIiIjIKLF4p8PRo0fx6KOPwsvLC//617+Qk5MjOlKXGzhwIGJjY+Wv7du3d+j83bt3AwAkScL06dNbHDdjxgwAQEFBAU6cONHkWOMi7Y1FwJuVlJSgqKhIHkNE1FMUFhYiICAASUlJABqWDvjrX/+KkJCQJuOSkpLg5+enc9mBns7Z2RmOjo7IzMxETU2N6DhERERERHrF4p0OM2fOhKWlJa5cuYI333wTAQEB+Mtf/oLffvtNdLQu4+TkhPvuu0/+GjlyZIfOP3XqFADA29tb54YTjQYPHtzsnEbDhg0DAJ0/5/3790Or1eKuu+7qUC4iIkM3YsQIFBcXAwDeeustlJaW4sknn8Szzz4rj7G0tATQsDbpiBEjhOQUSZIkqFQq1NXVISMjQ3QcIiIiIiK9YvFOh23btiE3NxerV69GcHAwamtr8cMPPyAiIgIhISH44IMPuHHCn6SmpgIA/Pz8Wh3n7e0tP05JSWlybOLEiXBycsKnn36KvLw8+fXq6mq8//77AIC//e1vnROYiMgAnDt3Tu64e+utt7BkyRIAwJUrV+Dq6orAwEAAQFVVFaZNmwagoQMvISFBSF6RfHx8YG5uDrVaLa+RSkRERERkDLhhRQscHR3x/PPP4/nnn8eBAwfw8ccf48cff0RKSgoWLVqEV155BY899hgWLFiAAQMGiI4rVEVFhbxTrLOzc6tje/XqJT/Oz89vcszOzg7vvfceZs+ejQEDBmDKlCmwtLTEr7/+ipSUFMyZM6fDHYG6aDQahIWF3dY1Lly4cNs5iIheeOEFAA1TZRsLdzebNGkS1q5dCwBITEyEjY0NysvLsXjxYsTExOg1q2gmJibw8/NDSkoKrly5And3d9GRiIiI6Bbd7v2YRqOBUqnspDREho+dd+0wZswYfP3118jJycHKlSvh6+uL8vJybNiwAXfccQfuuecefP3110a7wUV5ebn82MrKqtWxFhYWOs9rNGvWLOzatQthYWHYsWMHtmzZAktLS7z//vvYuHFj54UmIjIAp0+fBtCwo6wuw4YNg6enJwAgOTkZd955J4Dmyw4Yi8Y/0rlxBREREREZE3bedYCrqyuWLl2KJUuW4NNPP8VTTz2FyspKHD16FEePHoWbmxueeOIJzJs3T+duqz3VzbsimpmZtTr25uMt7So7efJkTJ48uXPC6aBUKtk5R0QGobq6GkDLSw6YmprimWeewT//+U8AQGZmZpPzjI2trS08PT1x6dIllJeXw8bGRnQkIiIiugW3ez92u517RN0NO+86KC4uDn/729/w5JNPykUrrVYLKysrXL58GStXrkRAQACmT5/eoze4uNnN3XR1dXWtjr15l8C2uvSIiHo6c3NzAGh1E4Ynn3xS/j2bnp7e5Dxj1Nh9l5aWJjgJEREREZF+sHjXDkVFRXj//ffRt29fjBs3Dt988w2qq6vh6OiIRYsWISkpCZcvX8a6desQGBiI2tpafP/994iMjBQdXS+sra3lx211g9zcpXfzeURExqhxB+6dO3e2OMbFxQUzZ85s8tqQIUO6NJch8/DwgI2NDdLS0tr8wIiIiIiIqCfgtNlWHDt2DOvXr8e3336LqqoqeXe7u+66CwsWLMCMGTNgaWkpj3/mmWfwzDPPIDo6Gu+//z727dsnKrpe2drawtbWFmVlZSgqKmp17LVr1+THHh4eXZxMt7Y2rOCUWiLSl9WrV2PgwIEoKyvDqlWrdG5aAQALFy7EJ598Ij9ftmyZnhIaHkmSoFKpcPbsWWRnZ7e5yzkRERF1T63ds3HDCjI27LzT4eOPP8agQYMwcuRIfPbZZ6isrIS1tTX+/ve/49SpU4iPj8esWbOaFO5uNnHiROzdu9eoikAqlQoAkJWV1eq4m48HBgZ2aSYiIkM3YMAAhISEAACWLl2KVatWAQDc3NzQq1cvuLm5AQB27drV5Lxjx47pN6iB8fPzg4mJCTQajegoRERERERdjp13Ojz99NPy47CwMMyfPx+PP/447OzsOnSdxhsyYzB48GCcOXMGarUaRUVFcHR01DmucWdFALjjjjv0lK4pblhBRIbkyJEjCAgIQHFxMZYuXYqVK1diypQp8PX1RWZmJiZPntxsd+5169Zh0aJFMDExEZRaLHNzc/j4+CA9PR2FhYVwdnYWHYmIiIg6WWv3bNywgowNO+90MDMzwyOPPIK4uDicP38eTz/9dIcLd8ZmwoQJABo2rPjmm29aHNd4zNHREcOHD9dLNiIiQ+bs7Iy0tDT5A5+ysjJs374dq1atwvbt2+XCXUhICHx9fQE0dDH//PPPwjIbgsaOb7VaLTgJEREREVHXYvFOh5ycHHz55Ze45557REfpNqZMmQJPT08AwPLly5GXl9dszNatWxEfHw8AmDt3rtF2jBAR/ZmzszMSExNx/vx5REREwNnZGba2tnB2dkZERATOnz+PxMREvPDCC/I5a9asEZhYPEdHR7i4uCA7Oxs3btwQHYeIiIiIqMtI2sZdGEh28OBBKBQKjBw5ss2xhYWFyMnJgbOzM7y8vPSQrmtUVVUhPz9ffp6fny93xi1cuBCLFi2Sj9na2qJXr17NrrFlyxbMnTsXANCnTx8888wzCAsLQ0VFBWJiYrB161bU19fD3d0d586dk9dy0qfG9mpOmyWi7qi0tBR9+vRBaWkpgIalCEQtQWAIsrKycPz4cfTv39+olqogIiIydryvI2PD4p0OCoUCVlZWzdYY0uXIkSMYNWoUxowZg19//VUP6brGgQMHMHbs2HaNnTVrFrZu3arz2GuvvYYVK1agpf+tPDw8sHPnTgwdOvRWo96WsLCwNncm4j8ARGTIFi1ahLVr1wIAHn/8cWzbtk1wInHq6+uxa9cumJiYYNKkSZAkSXQkIiIi6iTt2W2W925kLDhttgXtrWn269cPWq0WFy9e7OJE3cPy5ctx5MgRzJw5E35+frC0tISDgwMGDRqE119/HRcuXBBWuCMi6gmee+45uUj11Vdf4fLly4ITiaNQKBAQEICKigqdyzUQEREREfUE7LzTQaFQwNLSEhUVFW2OLSoqgrOzM8zMzLjmTjfA9moi6gmmTp2KnTt3AgCWLVuG119/XXAicSoqKrB79264ublh1KhRouMQERGRHvC+jowNO+9u00cffQSgYbFxIiIifXj++eflx//5z3+M+sMja2tr9O7dG5cvX5bXAiQiIiIi6klMRQcwBPPmzWv2Wm1trc7XG924cQOnT5/GxYsXIUkSIiMjuzIiERGRbMyYMejXrx8SEhJw9epVfPPNN5g5c6boWMKoVCrk5uZCo9Fg0KBBouMQEREREXUqTptFwzTZmxe51mq17Vr0uvFH5+3tjSNHjnTr3WaNBduriain2Lx5M6KiogAAgwYNwunTp412wwatVouYmBhUVlbi/vvvh6kpP5skIiLqyXhfR8aGxTs0dDDcfMMTFxcHhUKBe+65p8VzTE1N4erqiuHDh2PWrFmwt7fXR1S6TfwlT0Q9RVVVFby8vHDt2jUAwKFDhzBy5EjBqcRRq9X4448/MGTIEAQEBIiOQ0RERF2I93VkbFi806EjG1ZQ9xIWFiZvK94S/gNARN3Fq6++ipUrVwIAHnzwQXz33XeCE4lTU1ODXbt2wcbGBhEREUbbhUhERNRTNBbodGm8p+O9GxkLblihw/79+7F3717RMYiIiFr11FNPyVNEf/zxR2RmZgpOJI6ZmRn8/PxQXFyMgoIC0XGIiIiIiDoNO+/IqLC9moh6mr/97W/Yvn07AOAf//gH3nnnHcGJxCkpKcHevXvh7e2N8PBw0XGIiIioi/C+jowNi3cAxo0bBwsLC0RHRwPQvftsWyRJwvr16zs7GnUy/pInop7mxIkTGDZsGADAwcEBubm5sLGxEZxKnLi4OFy9ehWTJ0+GlZWV6DhERETUBXhfR8aGxTs0X+Puz7vPtqVxd9q6urquikidhL/kiagnCg8Px/HjxwEAH3/8MebPny84kTi5ubk4evQo+vbt2+paOURERNR98b6OjI2p6ACGwMfHp8mn86NGjeJC10RE1G0sXrwYM2bMAAC89957mDdvHhQK41zW1tPTE1ZWVkhLS0NoaKjR/hyIiIiIqOdg8Q5ARkZGk+cHDhwQkoOIiOhWPPDAA+jduzcuXbqElJQUxMbGYvz48aJjCaFQKKBUKpGQkIDc3Fx4e3uLjkREREREdFtYvCOjo9FoWp1KxdZrIupuzMzM8Oyzz2Lp0qUAgDVr1hht8Q4A/P39cfHiRajVahbviIiIuqnW7tk0Gg2USqUe0xCJxbkkREREPcATTzwBS0tLAEBMTAx+/vlnREREwMXFBXZ2dnBxcUFkZCQSEhIEJ+16lpaW8PLyQkFBAYqLi0XHISIiIiK6LdywQgetVosff/wRWq0WgwcPhp+fn3zs+vXreO2113DkyBGYm5vj4YcfxqJFi7imTjfBhU2JqCebN28eNm7c2Oa4kJAQHDt2DI6Ojl0fSpBr167ht99+Q0BAAIYMGSI6DhEREXUi3teRseG0WR1++eUX/OUvf4GDgwNSU1Pl16urq3Hvvffi7NmzaKx5/v7774iPj8c333wjKi4REREAYNasWU2KdzY2Nhg2bBg8PDyQn5+PEydOoKysDElJSfDz80NaWhqcnZ0FJu46zs7OcHR0RGZmJgYMGAAzMzPRkYiIiIiIbgnbxXT48ccfAQCzZ89Gr1695Ne//PJLnDlzBqampoiKisL8+fNhbm6O7777Tj6HiIhIlL///e9Nni9btgzz58/HtGnTMH/+fJSWluKtt94CABQXF2PEiBEiYuqFJElQqVSoq6trtjEVEREREVF3wuKdDsePH4ckSXjwwQebvL5jxw5IkoQFCxZg48aN+Oijj/Dee+9Bq9Vi69atYsISEREBOHfuHJKSkpq8tm7dOtTV1TV5bcmSJXIBLykpqUevgefj4wNzc3Oo1WpwlRAiIiIi6q5YvNOh8RP6oUOHNnn9+PHjAICHH35Yfm369OkAGqbPEhERifLCCy8AAGxtbeXd17Kzs3X++7RkyRLY2NgAABYvXqy/kHpmYmICPz8/lJWV4cqVK6LjEBERERHdEhbvdKipqYFCoYCVlZX8WmZmJq5duwYTE5MmRb1evXpBoVCgoKBARFQiIiIAwOnTpwEAU6ZMwaJFi+TX9+zZo3P81KlTAQCnTp3q8mwiNRYy1Wq14CRERERERLeGxTsd3N3dUV9fj6ysLPm1gwcPAgD69esHc3Nz+fXy8nLU19dzIWwiIhKquroaAODn54dZs2bB1tYWAHDx4kVkZmY2G+/r69vkvJ7K1tYWnp6euHTpEsrLy0XHISIiIiLqMBbvdLj77rsBNKwVBAC1tbX46KOPIEkSRo8e3WRsY8dCnz599BuSbplGo0FYWFiLX0RE3VHjB0sZGRmws7PDnDlz5GPR0dHNxjcW9G7+QKqnauy+S0tLE5yEiIiI2qu1ezaNRiM6HpFesXinw1NPPQWtVov33nsPAwcOhEqlkte7+9vf/tZk7I4dOwAAd955p95zEhERNRo8eDAAYOfOnQCAZ599Vj526NAhlJaWNhn/888/AwCGDBmip4TieHh4wMbGBmlpac028CAiIiIiMnSmogMYonvuuQf//Oc/sXLlSpw/f15+/YknnmhSpLt69Sq2bt0KSZLwwAMPiIhKt0CpVOLChQuiYxARdarVq1dj4MCBKCsrw6pVq7BkyRJMmDABe/bsQU1NDX799VfMnTsXALBq1Sp5CumaNWtExtYLSZKgUqlw9uxZZGdnw8/PT3QkIiIiakNr92ycMUXGRtJqtVrRIQzV4cOH8cMPPwAAxo0bh8mTJzc5/umnn+KHH36ApaUlPvvsM5iashZq6Bp/ybN4R0Q9UWhoKJKSkgAAb731FgYNGoSJEycCaNhgKS8vD++++y6WLl0KAAgJCUFiYqKwvPpUXV2NXbt2wcHBAffee6/oOERERHQbeF9HxobFOzIq/CVPRD1ZYWEhAgICUFxcDKBhs4ba2lpUVVUBACwtLeXHDg4OyMjIgKOjo6i4enfy5Emkp6fj3nvvhbOzs+g4REREdIt4X0fGhmveERER9RDOzs5IS0tDSEgIAKCsrEwu1gGQH4eEhBhd4Q4AVCoVAECtVgtOQkRERETUfizeERER9SDOzs5ITEzE+fPnERERAScnpybHd+zYgcTERKMr3AGAo6MjXFxckJ2djRs3boiOQ0RERETULlykrRWpqanYtWsX0tLSUFFRgdZmGEuShE2bNukxHRERUcv69euHmJgYAMBzzz2HDz74AAAQHR2Nv/zlLyKjCdW4g3x6errcoUhEREREZMi45l0LFi9ejHXr1rVasGuk1WohSRLq6ur0kIxuB9dGICJjlJKSguDgYAAN697l5OTAxcVFcCox6uvrsWvXLpiYmGDSpEmQJEl0JCIiIuog3teRsWHnnQ7/+c9/8P777wMAzMzMoFQq4eTkBGtra7HBiIiIbkFQUBDGjx+PvXv3oqqqCps2bcJLL70kOpYQCoUCAQEBSExMRF5eHnr37i06EhERERFRq9h5p8OgQYNw/vx5TJs2DZs3b4aDg4PoSNRJwsLCoNFooFQqWxzDT2+IqCeKjo7GpEmTAABeXl5IT0+HqalxfoZXWVmJX375BW5ubhg1apToOERERKRDY3edLo33dLx3I2PBDSt0SElJAQCsXbuWhTsiIuoRxo8fL39wkZOTg507dwpOJI6VlRV69+6Ny5cvo7S0VHQcIiIiIqJWsfNOBycnJ5SVlaGmpkZ0FOpkXBuBiIzZBx98gOeeew4AMGrUKMTFxQlOJM6VK1cQFxeHwMBADBo0SHQcIiIi6gDe15GxYeedDv3790d9fT2ys7NFRyEiIuo0s2bNgo2NDQDg4MGDOHfunOBE4ri6usLe3h4ZGRmora0VHYeIiIiIqEUs3unwyCOPQKvVYuvWraKjEBERdRp7e3vMmTNHfv7BBx8ITCOWJElQqVSoqalBVlaW6DhERERERC1i8U6HuXPnws/PD2+//Tb/oCcioh7l2WeflR9//vnnKCwsFJhGLB8fH5iamkKtVoOriBARERGRoTLObeba8Nxzz8HV1RUZGRmYNm0ahg4d2uY5kiRh/fr1ekhHRER064KCghAZGYmYmBhUVVXhk08+wUsvvSQ6lhBmZmbw8/ODWq1GQUEBXF1dRUciIiIiImqGG1booFAoIEmS/Cm8JEmtjtdqtZAkCXV1dfqIR7eBC5sSEQHR0dGYNGkSAMDLywvp6ekwNTXOz/NKSkqwd+9eeHt7Izw8XHQcIiIiagfe15GxMc6/1NswatSoNgt2RERE3dX48eOhVCqh0WiQk5ODnTt34oEHHhAdSwh7e3u4ubkhJycHlZWVsLKyEh2JiIiIiKgJFu90OHDggOgIREREXUahUOC5557DwoULAQDvv/++0RbvAEClUuHKlStIS0uTP8knIiIiIjIU3LCCiIjICM2ePRs2NjYAgIMHD+L8+fOCE4nj6ekJKysrpKWlob6+XnQcIiIiIqImWLwjIiIyQvb29pg9e7b8fN26deLCCKZQKKBUKlFVVYXc3FzRcYiIiIiImmDxrg2//vor3njjDSxYsABRUVFNjiUmJmL37t3Yt2+foHRERES37tlnn5Uff/755ygsLBSYRix/f38oFAqo1WrRUYiIiIiImuCady1ISUnBww8/LE8jatxRdtOmTfIYU1NTTJs2DfX19UhKSoJKpRIVl4iIqMOCg4MRERGB2NhYVFVV4ZNPPsFLL70kOpYQlpaW8PLyQlZWFoqLi+Hg4CA6EhERERERAEDSarVa0SEMzbVr1zBo0CDk5ubC0dERw4YNQ2xsLLRaLerq6pqMnTlzJr744gssX74cr776qqDE1F5hYWHQaDRQKpUtjuF240RkTHbv3o3JkycDALy9vZGeng4TExPBqcS4du0afvvtNwQEBGDIkCGi4xARERm11jaRaryn470bGQtOm9XhvffeQ25uLgYPHozk5GRER0fDzMxM59hHHnkEALB37159RiQiIuoUEyZMQEBAAAAgOzsbO3fuFJxIHGdnZzg5OSEzMxM1NTWi4xARERERAWDnnU6DBg3C+fPnERMTg3vvvRcAYGVlherq6madd9evX4eLiwtcXFxw9epVEXGpAxo/veEnNERE/2ft2rVYtGgRAGD06NE4cOCA0Dwipaen4+TJkxg0aBACAwNFxyEiIiIdeF9HxoaddzqkpaUBAO666642xzo5OUGhUKCkpKSrYxEREXWJ2bNnw8bGBgAQFxeHhIQEwYnE8fHxgbm5OdRqNfj5JhEREREZAhbvdKitrYUkSbC2tm5zbGlpKerr6+WbHiIiou7GwcEBs2fPlp+vW7dOXBjBTExM4O/vj7KyMly5ckV0HCIiIiIiFu906dOnD7RaLTIzM9scGxcXBwDw9/fv6lhERERd5tlnn5Uff/bZZygsLBSYRqzGTY3UarXgJERERERELN7pNG7cOADAp59+2uq4mpoaLF++HJIkYezYsfqIRkRE1CWCg4MREREBAKiqqsLmzZsFJxLHxsYGnp6euHTpEsrLy0XHISIiIiIjx+KdDs8//zwUCgVWr17d4i6yWVlZuP/++3Hy5EmYmJhgwYIFek5JRETUuRYuXCg//uCDD3D27FlERETAwcEB1tbWcHBwQGRkpFGsiadSqQD83zq4RERERESisHinQ0hICN59912Ul5dj8uTJGDlyJGprawEAM2fOxN133w2VSoV9+/YBAFasWCFPsSEiIuquJk6cKC8DkZWVhUGDBmHfvn0oKSlBZWUlSkpKEBsbi/79+yM0NBRFRUViA3chd3d32NraIi0trdlO80RERERE+sTiXQsWLlyITz/9FA4ODjh69Cjq6uqg1Wrx5ZdfIj4+HrW1tbCyssJ7772Hl156SXRcIiKi26ZQKPDEE080ec3W1hYjRozAtGnTMGLECNja2gIAkpKS4Ofn12PXxpMkCUqlEtXV1cjOzhYdh4iIiIiMmKTVarWiQxiyiooKfPfddzh06BAuXbqEuro6uLm5YdiwYXjooYfg6uoqOiJ1QFhYGADgwoULgpMQERmmoKAgpKamys8TEhJw8eJF+flDDz2EVatWYenSpQAautUTExP1nlMfqqursWvXLjg4OODee+8VHYeIiIj+F+/ryNiYig5g6KytrTFz5kzMnDlTdBQiIqIude7cuSaFOwD48MMP5Y2cGi1ZsgQAsHTpUiQlJSEhIQH9+vXTW059MTc3h4+PD9LT01FYWAhnZ2fRkYiIiIjICHHaLBEREQEAXnjhBQANH1w1+vTTT1FRUdFs7JIlS2BjYwMAWLx4sX4CCtC4cYVarRachIiIiIiMldF33h09erTTrnX33Xd32rWIiIj07fTp0wCA//mf/0F+fj7279+PiooKHDhwAJMmTWo2furUqdi+fTtOnTql76h64+joCBcXF2RnZ2PgwIGwsLAQHYmIiIiIjIzRF+9GjhwJSZJu+zqSJMk70hIREXVH1dXVAAA/Pz88/PDD2L9/PwBg7969mDBhAhSKpg37vr6+Tc7rqVQqFY4fP4709HSEhISIjkNERERERobTZgFotdrb/qqvrxf9NoiIiG6Lubk5ACAjIwP3338/vLy8AAB5eXk4d+5cs/GZmZlNzuupvLy8YGFhAY1GA+7zRURERET6ZvTFu/T09GZfW7ZsAQA8/fTTOo83fn355ZcAgNGjRyM9PV3k2yAiIrptgwcPBgDs3LkTpqameOqpp+Rje/bsaTb+559/BgAMGTJEPwEFUSgUCAgIQEVFBfLy8kTHISIiIiIjY/TTZhun/Nxs3759kCQJs2bN0nn85nO/+eYb/PTTT9BoNK2OJSIiMnSrV6/GwIEDUVZWhlWrVuGJJ57AsmXLUF1djT/++AOXL1+Wx65atQrl5eUAgDVr1oiKrDdKpRJJSUlQq9Xo3bu36DhEREREZESMvvNOl8Y1ftqzrs2LL74IrVaLjz/+uKtjERERdakBAwbI//YtXboUn3zyCf76178CaFhiIiYmBkBD4W7p0qUAGv6t7Nevn5jAemRlZYU+ffrg8uXLKC0tFR2HiIiIiIyIpOXiLc1YWFigvr4eNTU1bY6tra2FhYUF3NzcOJWmGwgLCwMAXLhwQXASIiLDVFhYiICAABQXFwNoKFpVVlYCAExNTWFhYSF33Dk4OCAjIwOOjo6i4urVlStXEBcXh8DAQAwaNEh0HCIiIqPF+zoyNkY/bVYXBwcHXLt2Denp6fD39291bH19PbRaLa5fv66ndHS7NBqN/MteF/4DQETGzNnZGWlpaRgxYgSSkpLkwh3Q8IFV487qISEhOHbsmNEU7gDA1dUV9vb2yMjIQL9+/WBqyj+jiIiIukpr92wajQZKpVKPaYjE4rRZHYYPHw6gYe2ftuzevRsA4OHh0aWZiIiI9MXZ2RmJiYk4f/48IiIiYGFhIR+ztbXFuXPnkJiYaFSFOwCQJAkqlQo1NTXIysoSHYeIiIiIjAQ/MtZh4cKF2LlzJz7++GOYm5vj9ddfh4ODQ7Nxe/fuxZNPPglJkjB16lQBSelWKJVKdtcREbVDv379EBMTgy+//BJPPfUUiouLUVZWJk+pNUY+Pj44d+4c1Go1/P39IUmS6EhEREQ9Umv3bK115RH1ROy802HcuHF44YUXoNVqsXbtWnh6emL06NF4/PHHMXfuXEydOhXe3t6YNGkSrl69Cm9vb7z++uuiYxMREXWJPn36YMqUKfLzDz74QGAasczMzODn54fi4mIUFBSIjkNERERERoAbVrTio48+wr/+9S95PbvGT9dv/pGNHTsWW7ZsgY+Pj5CM1DFc2JSI6Nbk5ubC19cXdXV1MDU1RWZmJnr37i06lhAlJSXYu3cvvL29ER4eLjoOERGR0eF9HRkbTpttxVNPPYXHH38cP/zwAw4fPoxLly6huroaTk5OCAsLw8SJEzF06FDRMYmIiLpcnz598MADD2DHjh2ora3F+vXr8cYbb4iOJYS9vT3c3NyQk5ODyspKWFlZiY5ERERERD0YO+/IqPATGiKiW3fw4EGMHj0aAODm5obs7GyYm5sLTiVGbm4ujh49ir59+3LdHSIiIj3jfR0ZG655R0RERO1yzz33yH8sX7lyBd9//73gROJ4enrCysoKaWlpqK+vFx2HiIiIiHowFu+IiIioXSRJwnPPPSc/X7t2rcA0YikUCiiVSlRVVSE3N1d0HCIiIiLqwVi8IyIionZ79NFHYW9vDwCIj4/H6dOnBScSx9/fHwqFAmq1WnQUIiIiIurBWLwjIiKidrOxscHcuXPl5x9++KHANGJZWlrCy8sLBQUFKC4uFh2HiIiIiHooFu+IiIioQ55++mlIkgQA+PLLL3Ht2rVmY+Li4rB//37ExcXpO55eqVQqAGD3HRERERF1GRbviIiIqENUKhXGjx8PALhx4wY2bdrUbMyVK1dQUFCAK1eu6DueXjk7O8PJyQmZmZmoqakRHYeIiIiIeiAW74iIiKjDbt644j//+Q/q6uoEphFHkiQolUrU1dUhIyNDdBwiIiIi6oFYvCMiIqIOGz9+PPz9/QEAWVlZ+OWXXwAACQkJiIiIwNy5c/H4449j7ty5iIyMREJCgsi4XcrHxwfm5uZQq9XQarWi4xARERFRD8PiHREREXWYQqHAs88+Kz9/9913ERoaiv79+2Pfvn0oKytDVVUVysrKEBsbi/79+yM0NBRFRUXiQncRExMT+Pv7o6ysrMdPEyYiIiIi/WPxToc5c+bgL3/5C3JyckRHISIiMlhz5syBlZUVAODQoUNISkoCANja2mLEiBGYNm0aRowYAVtbWwBAUlIS/Pz8UFhYKCxzV1EqlQC4cQURERERdT4W73T4/PPP8eOPP8LV1VV0FCIiIoPl6OiImTNnNnntrbfeQmlpKRYuXIi//e1vWLhwIUpLS/HWW28BAIqLizFixAgRcbuUjY0NPD09cenSJZSXl4uOQ0REREQ9CIt3OlhbW8PExAQWFhaioxARERm0yMhI+bGZmRmefvppneOWLFkiF/CSkpJ65Bp4KpUKAJCWliY4CRERERH1JCze6TBgwADU1dUhNzdXdBQiIiKD9t///ld+XFNTg88++6zFsUuWLIGNjQ0AYPHixV2eTd/c3d1ha2uLtLQ0o919l4iIiIg6H4t3OsyZMwdarbbVGxAiIiICTp8+3eT5unXrWt1xderUqQCAU6dOdWkuESRJglKpRHV1NbKzs0XHISIiIqIegsU7HWbNmoWBAwdi1apV3LRCsK+++gqSJGHr1q2ioxARkQ7V1dUAIHfUJScn47fffmtxvK+vb5Pzeho/Pz+YmJhAo9GIjkJEREREPYSp6ACGaMGCBXBwcEBJSQnGjx/froW1JUnC+vXr9ZCu5/v999+xZcsWpKWlYd++faLjEBFRK8zNzQEAAQEBOH/+PICG7rvHHntM5/jMzMwm5/U05ubm8PHxQXp6OgoLC+Hs7Cw6EhERERF1cyze6fDJJ59AkiQAQGJiIpKSklodr9VqWbzrRBcuXMDHH38sOgYREbXD4MGDsW/fPqSlpcHc3BzV1dXYtWsXxo8fr3PX9p9//hkAMGTIEH1H1RuVSoX09HSo1WrcddddouMQERERUTfH4p0Oo0aNkot3pH+zZ8/G7NmzAQDvvvsuXnzxRbGBiIioRatXr8bAgQNRXl6OQYMG4cyZM6ivr0dsbCz+9re/NRm7atUqlJeXAwDWrFkjIq5eODo6wsXFBdnZ2Rg4cCB3ryciIiKi28LinQ4HDhwQHaHTTJ06FTt37sTrr7+OZcuWtfu8kydP4qOPPkJcXBwuXboEKysr+Pv7Y9q0aXj22Wfh6OjYZZmJiKj7GDBgAEJCQpCUlIQzZ87Ir//666+YPn26PD121apVWLp0KQAgJCQE/fr1ExFXb1QqFY4fP4709HSEhISIjkNERERE3RiLdz1YVlYWfv311w6f9/bbb+Of//wn6urq5Neqqqpw/fp1nD59GuvXr8euXbswaNCgTkxLRETd1ZEjRxAQEIDi4mL5tdLSUqxevRrW1taYM2eO3HHn4OCAY8eOiYqqN15eXjhz5gw0Gg2Cg4PZ0U9EREREt4y7zfYwxcXFSElJwebNmzFq1ChUVFR06Pyvv/4aS5YsQV1dHTw8PLBixQr89NNP2L59O2bNmgVJkpCbm4spU6agsLCwi94FERF1J87OzkhLS2vWYfbHH3/gyJEjcuEuJCQEGRkZRtG9rVAoEBAQgIqKCuTl5YmOQ0RERETdGDvv2vDrr7/i8OHDyM/PR3V1NTZt2iQfS0xMRHp6OszNzXHfffcJTNngwIEDGDt27C2fX11djZdeegkA4OHhgd9//x1eXl7y8UceeQSjRo1CVFQUcnJysGbNGqxYsaLZdXr16oVr166163uOHj26R01TJiIyVs7OzkhMTMTJkycxfPhw1NbWAgCsrKwwcuRIrFmzpsdPlf0zpVKJpKQkqNVq9O7dW3QcIiIiIuqmWLxrQUpKCh5++GGcP38ewP/tKHtz8c7U1BTTpk1DfX09kpKSoFKpRMXtFLt370ZWVhYAYNmyZU0Kd43mzp2LjRs3Ij4+HuvXr8fy5cuhUDRt4HzppZfa3fHn5+d327mJiMhwDB06FP/4xz+watUqAA27ysbExAhOJYaVlRX69OmDnJwclJaWws7OTnQkIiIiIuqGWLzT4dq1a7j33nuRm5sLR0dHDBs2DLGxsdBqtU3GBQYGYsaMGfjiiy/w1Vdf4dVXXxWUuMHAgQMRGxsrPy8oKMBf//rXdp+/e/duAIAkSZg+fXqL42bMmIH4+HgUFBTgxIkTCA8Pb3K8sXuPiIiM04IFC/D2229Dq9Xi2LFjuHz5Mtzd3UXHEkKpVCInJwcajYZrxRIRERHRLeGadzq89957yM3NxeDBg5GcnIzo6GiYmZnpHPvII48AAPbu3avPiDo5OTnhvvvuk79GjhzZofNPnToFAPD29oaLi0uL4wYPHtzsHCIiokY+Pj648847AQB1dXXYuHGj4ETiuLq6wt7eHhkZGfJUYiIiIiKijmDxToddu3ZBkiS8/fbbcHV1bXXs3XffDQBISkrSR7QulZqaCqDtqaze3t7y45SUlK6MRERE3dSECRPkx//5z39QU1MjMI04kiRBpVKhpqZGXpqCiIiIiKgjOG1Wh7S0NADAXXfd1eZYJycnKBQKlJSUdHWsLlVRUYHS0lIADYuOt6ZXr17y4/z8/E7PcuHCBURHRwMA4uLiAAB79uxBQUEBgIZpuzcXEDtKo9EgLCzstjMSEVHLxo4di23btiEzMxP5+fn46aefWl2SoSfz8fHBuXPnoFar4e/vD0mSREciIiIS6nbvxzQaDZRKZSelITJ8LN7pUFtbC0mSYG1t3ebY0tJS1NfXw97eXg/Juk55ebn82MrKqtWxFhYWOs/rLL///jtefPHFJq99/fXX+PrrrwE0LIZ+O8U7IiLqemPGjMGLL76IZ555BgDwwQcfGG3xzszMDH5+flCr1SgoKGizq5+IiIiI6GYs3unQp08fpKWlITMzEwEBAa2ObewM8/f310e0LlNVVSU/bml9P13HKysrOz3L7NmzMXv27E6/biOlUsnOOSIiPZg5cyZefvlllJeX4+DBg7hw4cJtf9LeXalUKqjVaqSmprJ4R0RERu9278eM9e8JMl5c806HcePGAQA+/fTTVsfV1NRg+fLlkCQJY8eO1Ue0LnNzN11dXV2rY29et6itLj0iIjJe9vb2ePzxx+Xn//nPfwSmEcvOzg4eHh7Izc3tkq51IiIiIuq5WLzT4fnnn4dCocDq1atb3EU2KysL999/P06ePAkTExMsWLBAzyk7181ThKurq1sde3OXXnumFhMRkfFqnDYLNHwo1tIasXFxcdi/f7/c0d4TBQYGAmhYp4eIiIiIqL04bVaHkJAQvPvuu3j++ecxefJkhIeHo7a2FkDDFCCNRoOTJ0/KHWorVqzo9otl2trawtbWFmVlZSgqKmp17LVr1+THHh4eXZys87W1YQWn1BIRdZ6+ffti9OjRiIuLQ3l5OT777DM8/fTTzcZduXJFQDr9cnd3h62tLdLT09G3b1+YmvLPMCIiopa0ds/GDSvI2LDzrgULFy7Ep59+CgcHBxw9ehR1dXXQarX48ssvER8fj9raWlhZWeG9997DSy+9JDpup1CpVAAaugpbc/Pxxi4CIiKiljz77LPy4w8++ABarVZgGnEkSUJgYCCqq6vb/LeWiIiIiKgRP/JtxWOPPYYHH3wQ3333HQ4dOoRLly6hrq4Obm5uGDZsGB566KEetej04MGDcebMGajVahQVFcHR0VHnuNOnT8uP77jjDj2l6zzcsIKISL/+53/+B56ensjLy0NycjL2798vry9rbHx9fXH+/Hmo1Wr4+/tDkiTRkYiIiAxSa/ds3LCCjA0773Q4ePAgDh8+DKBhTbeZM2diw4YN2LVrF6Kjo7Ft2zY89dRTcHV1RWFhIc6dO4ecnBzBqW/fhAkTADRsWPHNN9+0OK7xmKOjI4YPH66XbERE1H2Zmppi/vz58vMPP/xQYBqxzMzM4O/vj+LiYly9elV0HCIiIiLqBli802HMmDEYP358u8YmJibijjvuwKxZs7o4VdebMmUKPD09AQDLly9HXl5eszFbt25FfHw8AGDu3LkwMTHRa0YiIuqe5s2bBzMzMwDAzz//3CM+9LpVjctUqNVqwUmIiIiIqDtg8a4F7V2Pp1+/ftBqtbh48WIXJ2pbVVUVMjIy5K+bb4yKioqaHCsoKGh2vqWlJVauXAkAyM3NxZ133olVq1Zh586d+PrrrxEVFYWoqCgADYtuv/zyy/p5Y0RE1O15eHjgwQcfBNDQ4f3f//4XAJCQkICIiAjMnTsXjz/+OObOnYvIyEgkJCSIjNulbG1t4enpidzcXJSXl4uOQ0REREQGTtIa66rRrVAoFLC0tERFRUWbY4uKiuDs7AwzMzPcuHFDD+laduDAAYwdO7ZdY2fNmoWtW7fqPPbaa69hxYoVLRYwPTw8sHPnTgwdOvRWowoTFhbW5s5EXA+PiKhrHD58GPfccw8AoFevXnB2dkZKSkqL40NCQnDs2LEW12DtzvLz83Ho0CEEBwdjwIABouMQEREZnPbsNst7NzIW7Ly7TR999BEAwNnZWXCSzrN8+XIcOXIEM2fOhJ+fHywtLeHg4IBBgwbh9ddfx4ULF7pl4Y6IiMQaMWIE+vXrBwAoKCiQC3e2trYYMWIEpk2bhhEjRsDW1hYAkJSUBD8/PxQWFgrL3FXc3d1hZ2eHtLQ01NbWio5DRERERAaMu82iYR2eP6utrdX5eqMbN27g9OnTuHjxIiRJQmRkZFdGbJcxY8a0e7pvW4YPH95jN6PgJzRERGJIkoRnn30WTz75pPzaW2+9hSVLluDbb7+VX3vooYewatUqLF26FMXFxRgxYgQSExNFRO4ykiRBpVLhjz/+QFZWFgICAkRHIiIiMijcbZbo/7B4B+CTTz6BJElNXqurq8OmTZtaPa+xUObt7S2vFUdEREQtGzhwYJPnEydO1DluyZIlAIClS5ciKSkJCQkJctdeT+Hr64vz588jNTUV/v7+zf4WISIiIiICWLwDAIwaNarJH8xxcXGQJElel0cXU1NTuLq6Yvjw4Zg1axbs7e31EZWIiKhbe/XVV5s8//DDD7Fx40adY5csWYIVK1agvLwcixcvRkxMjD4i6o2ZmRn8/f2RmpqKq1evws3NTXQkIiIiIjJALN6hYaOHmykUCpibm2P//v1iAhEREfVQp0+fbvL8iy++wDvvvNPi+KlTp2L79u04depUV0cTQqVSITU1FampqSzeEREREZFOLN7psH//figU3Mujp9JoNK2ukcD18IiIuk51dTWAhimjmZmZqKysxNatW9GnTx+d4319fZuc19PY2trC09MTly5dQnl5OWxsbERHIiIiMgjt2W2WyFiwQqXD6NGjW50yS0RERLfG3NwcAODj4yO/9uGHH6K+vl7n+MzMzCbn9UQqlQpAw40IEREREdGfsfOOjA53myUiEmfw4MHYt28f/vjjD3h5eSEnJwcajQbnz59vtpkFAPz8888AgCFDhug7qt64u7vDzs4OaWlp6Nu3L0xN+ecZERERd5sl+j/867AVu3fvxg8//IDs7Ow2p+tIkoRff/1VT8mIiIi6p9WrV2PgwIEoKyvD3XffjZycHADA3r17mxXvVq1ahfLycgDAmjVr9J5VXyRJgkqlwh9//IGsrCwEBASIjkREREREBoTFuxY8/vjj+OKLLwAAWq1W3o1Wq9U2GSdJUpPjRERE1LIBAwYgJCQESUlJiImJgUKhQH19PU6dOoWrV6/C1dUVQEPhbunSpQCAkJAQ9OvXT2TsLufn54fz588jNTUV/v7+/LuCiIiIiGQs3unwzTff4PPPPwcAjBs3DuHh4XjrrbegUCjw6quvyuMuXLiAHTt2YOTIkbj33ntFxSUiIupWjhw5goCAABQXF8tr3Wm1Wrz//vtwc3PDnDlz5I47BwcHHDt2TGRcvTA1NYW/vz9SU1Nx9epV7jxLRERERDJJ++dWMsL999+P6Oho/P3vf8f69esBNNw8lJeXo7a2Vh5348YNhIaGoqysDBqNBnZ2dqIiUzs1ro3ANe+IiMQqLCzEiBEjkJSU1OKYkJAQHDt2DI6OjvoLJlBZWRmio6PRu3dvjBgxQnQcIiIig8X7OjI23G1WhzNnzgAAnn/+efk1Ozs7aLValJaWyq9ZWFjg9ddfR0FBAf773//qnMdWxQAA2MBJREFUOyYREVG35ezsjMTERJw7d67Jh18WFhaIiIjA+fPnkZiYaDSFOwCwtbWFp6cnLl26JHceEhERERGx804HKysrVFdXo7q6GiYmJgAaPv1PTU1FUlISAgMD5bEFBQVwc3NDeHg4jh49KioytVNYWBg0Gg2USmWLY/jpDRGRfm3evBlRUVEAgMDAQKSkpAhOJM7ly5dx8OBBBAUF6dx9l4iIyFi0tqNs4z0d793IWLDzTgeFQgGFoumPpnHtmbS0tCav9+rVCwqFAmq1Wm/5iIiIepJHHnkENjY2AIDU1FScPHlScCJx3NzcYGdnh/T09CZLdRARERGR8eKGFTq4ubkhKysLWVlZ8Pf3B9BQ9T9y5AgOHDiA8ePHy2MLCgpQX1+PkpISUXGpg/gJDRGRYbG2tsa4ceOwc+dOAMCHH36IrVu3ig0liCRJUKlU+OOPP5CZmdlqpzgREVFP1to9W2tdeUQ9ETvvdPD09AQAnDt3Tn4tMjISWq0WGzZsQHZ2tvz6hg0bAAC+vr76DUlERNSDREZGQpIkAMBXX32Fa9euCU4kjp+fH0xNTaFWq8HVTYiIiIiIxTsdwsLCoNVqsWvXLvm1SZMmwdvbG0VFRRg0aBAeeeQRjBs37v+zd9/RUZX5H8ffd9ILJISQAgRCGgldRAFRigr2si5YfivSFHUV264KNhBxRXd1FywrqIBlbbg2sFEUVLogPXVCKgQIqaSQNr8/MLMgISSk3CTzeZ3DOffOPPfez3B2ce53vvd5ePLJJzEMg9tuu83ExCIiIq1bYGAgAwYMAI6v5r5o0SJzA5nI2dmZHj16UFBQwKFDh8yOIyIiIiImU/GuBnfccQfPPPMM5513nv01Nzc3Fi9ejLu7O7m5uSxdupQ1a9Zgs9m4+OKLefTRR01MLCIi0vqdOC3Fq6++SmVlpYlpzBUREQGgOXVFRERERHPe1eT888/n/PPPP+X1iy++mF9//ZXXX3+d+Ph4PDw8uOKKK5g4caJ9VVoRERE5OwMGDCAwMJCDBw+SmprKt99+y1VXXWV2LFN4e3sTHBzM/v37KSoqsi/oISIiIiKOR8W7eoqKiuKll14yO4aIiEibY7FYGD16NO+99x4AL7/8ssMW7wAiIyM5cOAASUlJ9O/f3+w4IiIiImISFe9qMGnSJAoKCpg3bx5du3Y1O440MqvVWuvqRFqJVkTEPBdffDFLly7l2LFjrFixAqvV6rArrgYEBNCuXTv27dtH7969cXbW1zYREXEctd2zOfL3A3FMmvOuBu+99x6ff/45nTp1MjuKiIiIQwgICMDf35+wsDBuueUWAGw2G6+99prJycxjGAaRkZGUl5eTmppqdhwRERERMYlhs9lsZodoaXx8fCgpKaGsrMzsKNLIqn+9UXediEjLtXXrVgYNGgQc/2/y/v378fT0NDmVOSoqKli+fDnu7u5cdtllGIZhdiQRERHT6b5OHI0672rQr18/KisryczMNDuKiIiIwzn33HPtK77n5+fz4YcfmpzIPM7OzoSFhVFYWMjBgwfNjiMiIiIiJlDxrgaTJk3CZrPx7rvvmh1FRETEIU2bNs2+/fLLL+PIDwpUz+mTmJhochIRERERMYOKdzWYMGEC/fv3Z+7cuWRkZJgdR0RExOGMGzeOjh07ArB9+3Y2bdpkciLzeHl50bVrV7KysigoKDA7joiIiIg0My1bVoO7774bHx8fCgoKuOyyyxg2bNgZjzEMgwULFjRDOhERkbbP3d2d22+/neeffx443n03ZMgQk1OZJzIykoyMDBITEzn33HPNjiMiIiIizUgLVtTAYrFgGIb9EZ0zTQ5ts9kwDIPKysrmiCcNoIlNRURaj9TUVMLCwqiqqsLFxYWMjAwCAgLMjmUKm83G6tWrKSgo4Oqrr8bV1dXsSCIiIqbRfZ04GnXe1WD48OFazU1ERMRk3bt358orr2T58uWUl5fz5ptv8thjj5kdyxSGYRAZGcnmzZtJTk4mOjra7EgiIiIi0kzUeScORb/QiIi0LitWrOCyyy4DoGvXrqSkpODk5GRyKnNUVVXx1VdfYRgGV155JRaLpi4WERHHpPs6cTT61iciIiIt1qWXXmpfbTUjI4Ply5ebnMg8FouF8PBwSkpKyMzMNDuOiIiIiDQTPTZ7Ghs2bKC8vJzOnTsTERFR45gDBw5w+PBhXFxciImJaeaEcrasVqv9l5qa6NcbEZGWw2KxcO+99/Lggw8CxxeuuO6660xOZZ7w8HBiY2NJTEwkJCTE7DgiIiJNprZ7NqvVav9xT8QRqPOuBrGxsQwbNoxLLrmEI0eOnHZcdnY2gwYNol+/fqSkpDRfQBEREQcyceJEPDw8AFi9ejXx8fEmJzKPm5sb3bt358iRI+Tk5JgdR0RERESagTrvarBo0SIAxo0bx+DBg087rm/fvtx2220sWrSIRYsWMXv27OaKKA0QHh6u7joRkVbE19eXP/3pT7z55psAvPrqq8yfP7/e51m7di1VVVVYLBZGjBjR2DGbTWRkJPv27SMxMbHW7ykiIiKtWW33bLV15Ym0Req8q8HKlSsxDIPbb7/9jGMnTZoEwLJly5o6loiIiMO699577dtLlizh6NGj9T7HoUOHyM7O5tChQ40Zrdn5+PgQEBBAeno6JSUlZscRERERkSam4l0NrFYrABdccMEZxw4YMACApKSkpowkIiLi0Pr378/QoUMBKCws5D//+Y/JicwVGRmJzWbT9w8RERERB6DiXQ2qH6lxd3c/41hPT08sFguVlZXNkExERMRxTZs2zb49f/58bDabiWnMFRwcjJeXF8nJyfoOIiIiItLGqXhXg86dO1NVVUVcXNwZx8bHx1NVVUVgYGAzJBMREXFcf/zjHwkICABg7969/PzzzyYnMo9hGERGRlJWVkZqaqrZcURERESkCal4V4ORI0cC8Pzzz59x7N///ncMw2DYsGFNnEpERMSxubq6MnXqVPv+yy+/bGIa84WGhuLs7ExiYqJDdyGKiIiItHUq3tXg/vvvxzAM3nnnHaZNm0Z+fv4pYwoLC3nggQdYvHgxAHfeeWdzxxQREXE4d911F05OTgB89tlnHDhwwORE5nFxcaFHjx4UFBS0+kU4REREROT0VLyrQZ8+fXjmmWew2Wy89tprdO7cmVGjRjFhwgQmTpzIJZdcQnBwsP0X/6lTp3LRRReZnFpERKTt69KlC9dddx0AFRUVLFy48IzH7N69m9GjRzN58mRuu+02Jk+ezJgxY9i9e3dTx21ykZGRACQmJpqcRERERESaimHTcxan9e9//5vp06dTWFgIHJ9fBrA/muLm5sZf//pXZs+ebX9PWrbevXsDsGfPHpOTiIjI2frhhx+4+OKLAQgKCiItLQ0XF5dTxuXk5DBs2LBa57CNjo5mw4YN+Pr6NlXcJrd+/XoyMzO5/PLLadeundlxREREmpzu68TRqHh3Bnl5eXzyySesX7+erKwsAAICAjjvvPO44YYbCA4ONjmh1If+kRcRaf1sNhu9evWyF+WWLl3K2LFjTxqTk5NDWFiYfeoLb29v+vfvT6dOnTh8+DA7duzg6NGjAPj4+JCcnIyfn1/zfpBGcvjwYdasWUNERATnnHOO2XFERESanO7rxNGoeCcORf/Ii4i0Da+++ir33nsvAMOHD2ft2rUnvR8TE2Mv7j333HNMnz6dpUuX2t8fN24cc+fOZcaMGcDxDrzY2NhmSt+4bDYbq1atorCwkKuvvhpXV1ezI4mIiDQp3deJo9GcdyIiItKqrF27lu7du+Ph4QHAjz/+eNKX9507d55SuKvJ9OnTee655wCIi4trtXPgGYZBZGQklZWVpKSkmB1HRERERBqZOu/EofTu3Rur1Up4ePhpx+jXGxGRlq26g+7NN99kxYoVANx999289tprAIwePZpVq1bh7e1tn7f2xOPgeOddNW9vb4qKihg9erT9fK1NZWUlX331FU5OTlxxxRVYLPp9VkREWrfq7rqaVN/T6d5NHIW+2YmIiEirdNlll9m333nnHQoKCgDYtm0bANdcc02dznPttdcCsHXr1kZO2HycnJwIDw+nuLiY/fv3mx1HRERERBqRs9kBRJqbfqEREWkbQkJCGDFiBGvXrqWoqIh3332Xe+65h7KyMgBCQ0PrdJ7u3bsD2I9rrcLDw4mLiyMxMZGuXbuaHUdERKRBartnq60rT6QtUuediIiItFrVi1YAzJ8/H5vNZl+woa7zv6WmpgK0+oUe3N3dCQkJITs7m9zcXLPjiIiIiEgjUfFOREREWq3rrruO4OBgABISElizZg0DBw4EYNmyZXU6x5dffgnAueee2zQhm1FUVBRw/O9CRERERNoGFe9ERESk1XJxceGuu+6y78+fP58XX3wRgKNHjzJ37txaj587dy5FRUUAvPTSS02SMTY2lj179hAbG9sk5z+Rr68vnTp1Ij09nZKSkia/noiIiIg0PRXvREREpFW74447cHY+Po3vsmXL8PPzIzo6GoAZM2actoA3d+5cZsyYAUB0dDR9+vRpknyxsbHs3bu3WYp3cLz7zmazkZSU1CzXExEREZGmpeKdiIiItGrBwcHccMMNAFRWVvL666+zbt06fHx8gOMFvHbt2jFv3jz+85//MG/ePLy9ve2FOx8fHzZs2GBa/sYWHByMt7c3VquViooKs+OIiIiISAOpeCciIiKt3rRp0+zbCxcuxNvbm+TkZHsH3tGjR1m3bh1ffPEF69atsz8qGx0dTUpKCr6+vmbEbhKGYRAVFUV5ebl9MQ4RERERab2czQ5gtqlTpzbKeQzDYMGCBY1yLhEREamfYcOG0adPH3bv3s3hw4f573//yy233EJsbCy7d+/moYceYsOGDVRUVODs7MzQoUN56aWXmuxRWbN1796d3bt3k5CQQFhYGIZhmB1JRERERM6Swxfv3nzzzQZ/obXZbCreiYiImMgwDKZNm8add94JwLx587jlllsA6NOnDytWrGDp0qX28ePGjTMlZ3NxdnYmLCyMuLg4Dhw4QOfOnc2OJCIiIiJnyeGLd8OHD9ev0SIiIm3An/70Jx5++GEKCgrYtGkT27dvZ8CAAWbHMk1ERATx8fEkJCSoeCciIiLSijl88W7NmjVmRxAREZFG4OXlxaRJk5g3bx4AL7/8Mm+99ZbJqczj4eFBt27dSE1NJTc3lw4dOpgdSURERETOghasEBERkTbjnnvusW+///775ObmmpjGfFFRUQAkJCSYnEREREREzpbDd96JiIhI67B7924efPBBNm7caF944o033jhp4YnIyEhGjx7NypUrKS0tZdGiRfzlL38xJe/Bgwd58803Wbp0KcXFxXh6ehIXF8eUKVMIDAxslgy+vr506tSJ9PR0+vXrh4eHR7NcV0REREQajzrvREREpEXLyckhJiaGvn37smrVKo4ePUppaSlHjx5l5cqV9O3bl5iYGPLy8gCYNm2a/dhXX32VqqqqZs1bUlLC1KlTCQkJ4YknnmDHjh0kJiayY8cOHn/8cUJCQrjzzjspLS1tljxRUVHYbDaSkpKa5XoiIiIi0rjUeVeLr7/+ms8++4z09HTKyspqHWsYBqtXr26mZCIiIo4hJyeHsLAw8vPzAfD29qZ///506tSJw4cPs2PHDo4ePUpcXByhoaEkJydz5ZVXEhISQnp6Ovv27WPFihVcfvnlzZK3pKSEK664grVr1wIwdOhQ+vbti4+PD/n5+ezcuZONGzeycOFC4uPj+eabb5q8Gy44OBhvb2+sVisxMTE4O+vrn4iIiEhrom9vp3Hbbbfxn//8BwCbzWZfkdZms500zjCMk94XERGRxjNs2DB74e65555j+vTpLF261P7+uHHjmDt3LjNmzCA/P59hw4YRGxvLPffcw/Tp0wGYP39+sxXv7r//ftauXUv79u355JNPGD16NJ9++imVlZU4OTmxYMECVq5cydixY1m7di0PPPAACxYsaNJMhmEQFRXFtm3bSElJISIiokmvJyIiIiKNS4/N1uDjjz/mvffew2azMWrUKB577DEALBYLM2fOtP8ZO3YsNpuNCy+8kKeeesrk1CIiIm3Lzp07iYuLA/5XuKvJ9OnTee655wCIi4tj9+7dTJkyBTc3NwC+/fZb9u3b1+R5s7KyWLJkCYC9cFeT0aNH88knnwCwePFiDh482OTZunfvjqurK4mJiaf8ECkiIiIiLZuKdzV45513MAyDO+64g1WrVjFnzhy8vb2x2WwnFe/effddQkNDiYuL46GHHjI7toiISJtSvdCEt7f3aQt31aZPn46XlxcADz30EP7+/tx0003A8a751157rWnDAm+99Rbl5eUMGTLktIW7aqNHj2bw4MGUl5fz1ltvNXk2Z2dnwsPDOXr0KPv372/y64mIiIhI41Hxrgbbt28H4MEHH7S/1q5dO2w2G4WFhfbX3NzcmDlzJtnZ2bz++uvNHVPOktVqpXfv3qf9IyIiLcO2bdsAuOaaa+o0/tprrwVg69atANx777329958880zzl/bUNXz3E2YMKFO4ydOnAjAmjVrmijRycLDwzEMg4SEhGa5noiISEPUds9mtVrNjifSrFS8q8GRI0cAiIyMtL/m7e0NHH8k5kRXXXUVAJ999lkzpRMREXEM1cW20NDQOo3v3r37Scedd955nHvuuQDk5eWxbt26xg95guof+IKDg+s0Pigo6KTjmpqHhwfdunUjOzubnJycZrmmiIiIiDScFqyogcViwWI5ua4ZEBBAYmIiycnJJxX1/P39sVgsJCUlNXdMOUvh4eHs2bPH7BgiInIGrq6uAKSkpNRpfGpq6knHAUybNs3e4bZ69WrGjh2Lk5NTo+as1q5dOwAOHDhQp/HVPwhWH9ccoqKiSE1NJTExkcGDBzfbdUVEROqrtns2PTEljkaddzUICAigqqqKtLQ0+2vV/zj8/tGW7OxsqqqqKCgoaM6IIiIibd7AgQMBWLZsWZ3Gf/nllwD2bjuAm266CT8/PwASEhLw8vJixIgRjZz0uOrzvv3223UaX724xciRI5skT018fX0JCAggPT2d4uLiZruuiIiIiJw9Fe9qUP24y86dO+2vjRkzBpvNxsKFC0lPT7e/vnDhQuB/j+qIiIhI43jxxRcBOHr0KHPnzq117Ny5cykqKgLgpZdesr/u7u7O7bffbt9/+eWXmyDpcVOmTMHFxYWNGzeycuXKWseuXLmSTZs24eLiwpQpU5osU02ioqKw2Wx6akBERESklVDxrga9e/fGZrOxfPly+2tXXnklISEh5OXlMWDAAG6++WYuvvhinnzySQzD4LbbbjMxsYiISNvTr18/oqOjAZgxY8ZpC3hz585lxowZAERHR9OnT5+T3r/77rsxDAOAjz/+mEOHDjVJ3qCgIPsjumPHjj1tAW/lypWMHTsWgEmTJhEYGNgkeU4nKCiIdu3akZycTEVFRbNeW0RERETqz7DZbDazQ7Q0mzdvZuXKlXTq1ImpU6faX//++++55pprKCkpwTAMqv/qLrnkEr755hucnTWFYEtX/fiz5rwTEWkdcnJyCAsLIz8/Hzi+gFT//v3x9/cnOzub7du32zvufHx8SElJwdfX95TzXHvttfbHb5999lkee+yxJslbUlLCFVdcYV95dsiQIfTr14/27dtTUFDAjh072LRpE3D8Mdtvv/0Wd3f3JslSm+TkZLZu3co555xDREREs19fRESkIXRfJ45Gxbt6SkhI4PXXXyc+Ph4PDw+uuOIKJk6c2GSTX0vj0j/yIiKtT05ODsOGDSMuLu60Y6Kjo9mwYUONhTuAFStWcNlllwHQtWtXUlJSmuy/3SUlJTzwwAMsXryY8vLyU953cXFh0qRJzJs3z5TCHUBlZSXLly/HxcWFK664wt6ZKCIi0hrovk4cjYp34lD0j7yISOu1e/duHnroITZs2EBFRQXOzs4MHTqUl1566ZRHZX+vqqqKqKgorFYrAJ9//jnXXXddk+Y9ePAgb731Fh9//DHFxcV4enpy4403MmXKlGZ/VLYmu3fvJjY2lgsuuIAuXbqYHUdERKTOdF8njkbFO3Eo+kdeRKT1W7p0qX173LhxdT7uX//6Fw8++CAAF198MatXr270bDX59NNPqaysxMnJiRtuuKFZrlkXpaWlfPXVV/j5+TFq1Ciz44iIiNSZ7uvE0WjBChEREXEIEydOxMPDAzg+j218fLzJiczl7u5Ot27dyM7OJicnx+w4IiIiInIaWmGB47++u7m58c033wCctEhFXRmGwYIFCxo7moiIiDQSX19fbr31Vt544w0AXn31VebPn29yKnNFRkaSkpJCQkICQ4YMMTuOiIiIiNRAxTtgzZo1J00Y/eabb9Zr4mabzabinYiISCtw77332ot3S5Ys4W9/+xve3t4mpzKPr68vgYGBZGRkUFRUhJeXl9mRREREROR3VLwDunXrZn+MBmD48OFadU1ERKQN6tevHxdccAHr16+nsLCQ9957j7vuuqtOx65du5aqqiosFgsjRoxosoyxsbH268TExDTZdapFRUVx8OBBEhMTGTBgQJNfT0RERETqR8U7ICUl5aT9NWvWmJJDREREmt59993H+vXrAZg/fz533nlnnX60O3ToUFNHA44X76oXuGiO4l1gYCA+Pj4kJyfTq1cvXF1dm/yaIiIiIlJ3WrBCREREHMof/vAHAgICgOOFsp9++snkROYyDIOePXtSWVlJcnKy2XFERERE5HdUvKvBjz/+yM8//1ynsTk5OezcuZOMjIwmTiUiIiKNwdXVlTvvvNO+7+iLVgCEhITg4eFBYmIilZWVZscRERERkROoeFeDkSNHctlll9VpbGxsLOeccw4TJkxo4lQiIiLSWO666y6cnY/PHvLFF1+wf/9+kxOZy2KxEBkZSWlpKWlpaWbHEREREZETqHh3GjabrU7j+vTpg81mY+/evU2cSERERBpL586duf766wGoqKjQivFAWFgYzs7OJCQk1Pl7kIiIiIg0PRXvGqj6y21OTo7JSURERKQ+7r33Xvv266+/TllZmYlpzOfi4kJYWBgFBQVkZWWZHUdEREREfqPiXQO99tprAPj5+ZmcREREROpj+PDh9tVcDx06xGeffWZyIvNFRkZiGAbx8fFmRxERERGR3zibHaAlmDp16imvVVRU1Ph6tWPHjrFt2zb27t2LYRiMGTOmKSM6hPLycpYsWcLXX3/Ntm3byMrKwtXVld69e3PHHXcwefJkDMMwO6aIiLQRhmFw3333cffddwPHF6646aabTE5lLk9PT7p160Zqaio5OTn6cVJERESkBVDxDnjzzTdPKQpVVlby1ltv1Xpc9SOzISEhPPvss02Wz1EcPHiQqVOn0r59e4YPH861117LkSNH+Oqrr7j99tvZunWrvdNRRESkMdx666088sgjFBYWsn79enbt2kXfvn3NjmWqqKgoUlNTSUhIYMiQIWbHEREREXF4Kt5x/LGZE4t3a9euxTAMLrrootMe4+zsTKdOnRg6dCgTJkygffv2zRG1TXN3d+eVV15h8uTJeHh42F/Pyspi0KBB/Pvf/+b++++nZ8+eJqYUEZG2xNvbmwkTJvDKK68A8Morrzj84hW+vr4EBgaSnp5O37598fLyMjuSiIiIiENT8Q5Ys2bNSfsWiwVXV1d++OEHcwI5KH9/f+65555TXg8KCuKPf/wj8+fPZ/v27SreiYhIo7rnnnvsxbt3332X559/Hl9fX3NDmaxnz54cPHiQhIQEzjnnHLPjiIiIiDg0LVhRgx9++IHvvvvO7BgNdu2112IYBrNmzarXcb/88guTJ08mPDwcDw8P/Pz8OPfcc3nmmWfIy8trkqxnUlpaCkCHDh1Mub6IiLRd0dHRXHzxxQCUlJTw9ttvm5zIfAEBAfj6+rJv3z6HX4VXRERExGwq3tVgxIgRtT4y2xqkpaWxevXqeh/3/PPPM2TIEBYvXkxycjKlpaXk5uaybds2nnrqKfr06cP27dsbP3AtysrKWL58Oe7u7gwcOLBZry0iIo5h2rRp9u2XX36ZqqoqE9OYzzAMoqKiqKysxGq1mh1HRERExKGpeNeG5Ofnk5CQwKJFixg+fDjFxcX1Ov6jjz5i+vTpVFZWEhQUxJw5c/jiiy/44IMPmDBhAoZhkJmZyTXXXENOTk4TfYpTzZw5k/3793PXXXfh7+/fbNcVERHHcfXVV9OlSxcArFYrq1atarRzx8TE0KtXL2JiYhrtnM0hJCQEDw8PEhMTqaysNDuOiIiIiMPSnHe1SExMZPny5SQnJ1NcXGxfXbYmhmGccXXaprRmzRpGjRp11seXlZXxyCOPAMfnmNuyZQtdu3a1v3/zzTczfPhwpkyZQkZGBi+99BJz5sw55Tz+/v4cOXKkTtccMWLEKfMN/t4bb7zB3LlzGThwIM8991zdP5CIiEg9ODs78+c//5nHH38cON59N2bMGAB2797Ngw8+yMaNG6moqMDZ2Zk33niDl156iT59+pzx3HUt2h08eJA333yTpUuXUlxcjKenJ3FxcUyZMoXAwMCz/3BnyWKxEBUVxY4dO0hLS6NHjx7NnkFEREREwLDVVpFyYA899BDz58+vtWBXzWazYRiGqb9K11a8mzlz5hnnvfv888/5wx/+AMDrr7/OnXfeWeO4oUOHsnHjRvz9/Tl48CAWy8nNmy+88EKdO/5CQ0OZOHHiad9/4403uPPOO+nVqxdr1qxplK673r17A7Bnz54Gn0tERMyxdOlS+/a4ceMa7byHDh0iJCSEsrIyLBYL27Zt4+abbyYuLu60x0RHR7Nhw4YGLXBRUlLC/fffz5IlSygvLz/lfRcXFyZNmsS8efNwd3c/6+ucjfLycpYvX46HhweXXXYZhmE06/VFRERqovs6cTTqvKvBq6++yr/+9S/g+Bfm8PBwOnTogKenp7nBatG/f39Wrlxp38/OzuaWW26p8/Fff/01cLyDcOzYsacdd9NNN7Fx40ays7PZvHkzQ4YMOen96u69hnr22Wd54oknGDx4MF999RUdO3ZslPOKiIicTkBAAOPGjeM///kPVVVVDB48mGPHjgHg7e1N//796dSpE4cPH2bHjh0cPXqUuLg4QkNDSU5Oxs/Pr97XLCkp4YorrmDt2rXA8R/J+vbti4+PD/n5+ezcuZONGzeycOFC4uPj+eabb/Dw8GjUz12b6u9B8fHxHDhwgM6dOzfbtUVERETkOBXvavDGG29gGAbXX389ixYtwsfHx+xIZ9ShQwcuvfRS+35GRka9jt+6dStwfH6b2gplJy4YsXXr1lOKdw1VUVHBvffey4IFC7j88sv55JNP8PLyatRriIiInM69997Lf/7zHwB74e65555j+vTpp3T8zZ07lxkzZpCfn8+wYcOIjY2t9/Xuv/9+1q5dS/v27fnkk08YPXo0n376KZWVlTg5ObFgwQJWrlzJ2LFjWbt2LQ888AALFixonA9bR5GRkSQkJBAfH6/inYiIiIgJtGBFDRISEgCYN29eqyjcNYbExETg+KOstQkJCbFvV/89NZa8vDyuuOIKFixYwD333MPy5ctVuBMRkWY1ePBgevbsad8fN24c06dPr3Hs9OnT7fOxxsXFsXv37npdKysriyVLlgDYC3c1GT16NJ988gkAixcv5uDBg/W6TkN5eHjQrVs3srOzm3XBKhERERE5Tp13NXBzc6O8vPykBRvasuLiYgoLCwHO+MjPifPOZWVlNWqO+fPns2rVKkJDQ3F3d+fRRx+tcdw//vGPBl3HarXa50g4W5pbQUSkbTIMAycnJ/t+cnJyreOnT5/OnDlzKCoq4qGHHmLFihV1vtZbb71FeXk5Q4YMOW3hrtro0aMZPHgwmzZt4q233uKxxx6r83UaQ8+ePUlNTSU+Pp6hQ4c267VFRKTtaej9mNVqJTw8vJHSiLR8Kt7VoG/fvqxbt4709PSTOs3aqqKiIvv2mebRcXNzq/G4xlBVVQVASkoKL7744mnHNbR4JyIiUpsDBw7Yt7du3cqWLVs477zzTjv+2muv5YMPPrBPQVFX1fPcTZgwoU7jJ06cyKZNm1izZk2zF+98fHwICgoiIyODo0eP4u3t3azXFxEREXFkKt7V4Oabb+bnn39myZIlPPnkk2bHaXKlpaX2bRcXl1rHnvh+SUlJo+aYNWvWGVfFbQzh4eHqnBMRkdP6/YqvL7/8Mu+8885px3fv3h2AsrKyel2nuus9ODi4TuODgoJOOq65RUVFkZWVRWJiIuecc44pGUREpG1o6P1YQzv3RFobzXlXg8mTJxMaGsrzzz9PWlqa2XGa3InddJWVlbWOPfGGpjlXuxMREWkurq6uJ+1/9NFHZGdnn3Z8ampqjcedSbt27YCTO/1qUz1dRfVxzS0gIABfX1/27dtnX8xDRERERJqeOu9qcN9999GpUydSUlK4/vrrGTRo0BmPMQyj2Vd/ayyenp727TN1DZzYpXficSIiIm3FwIEDWbVqFU5OTlRWVlJWVsZbb71FWFhYjeO//PJLAM4999x6XWfEiBGsXLmSt99+m7vuuuuM46sXtxg5cmS9rtNYDMOgZ8+ebNq0CavVSq9evUzJISIiIuJoVLyrwZtvvolhGABs376dHTt21DreZrO16uKdt7c33t7eHD16lLy8vFrHHjlyxL5d/fhOa3OmBSv0SK2IiGN78cUX6d+//0nd6K+99hovvPACFsvJDy3MnTvXPgfsSy+9VK/rTJkyhaeffpqNGzeycuXKWhetWLlyJZs2bcLFxYUpU6bU6zqNqWvXruzatYukpCR69ux50uIeIiIijam2ezYtWCGORsW7GgwfPtxevHMUERERbN++/YyPCZ/4fmRkZFPHEhERaXb9+vUjOjqauLg4+2tpaWls27btpG78uXPnMmPGDACio6Pp06dPva4TFBTExIkTeeONNxg7diyffPJJjQW8lStXMnbsWAAmTZpEYGDg2XysRmGxWIiKimL79u2kpKToxklERESkGah4V4M1a9aYHaHZDRw4kO3bt5OUlEReXh6+vr41jtu2bZt9u7VOVq0FK0RE5EzWrVtHWFgY+fn59tcWLlxIfHw82dnZTJo0yd5x5+Pjw4YNG87qOvPmzSMhIYG1a9cyZswYhgwZQr9+/Wjfvj0FBQW88MILbNq0CTj+mO28efMa/uEaqEePHuzdu5f4+Hh69OhxSjeiiIhIY6jtnk0LVoij0bctAeDyyy8Hji9Y8fHHH592XPV7vr6+DB06tFmyiYiINDc/Pz+Sk5OJioqyv5aXl8cXX3zBunXr7IW76OhoUlJSTvuj15l4eHjwzTffMHXqVFxcXNi4cSMLFy7kH//4BwsXLrQ/Kjt16lS+/fZb3N3dG+PjNYizszMREREUFRWRmZlpdhwRERGRNk/FOwHgmmuuITg4GIDZs2fXuPLdkiVL2LhxI3B8RV7NcyMiIm2Zn58f8fHxXH/99fbXnJyc8Pb2ZvTo0ezatYvY2NizLtxV8/DwYMGCBaSnp/Pss8/Sv39/IiMj6d+/P88++yzp6eksWLCgRRTuqkVERODk5ERcXBw2m83sOCIiIiJtmh6bPYPVq1fz888/k5WVZV9trlpsbCz79u3D1dWVSy+91MSUx1eBzcrKsu+fuJ2Xl0dKSop939vbG39//5OOd3d359lnn2Xy5MlkZmZy3nnnce+999K7d2+Ki4tZsWKFfZW7wMBAHn300Sb9PCIiIqcTEBBAVVVVsz2u+dRTT/H5558D4Obmxmuvvcb48eMb/TqBgYE89thjREdHU1lZiZOTEzfccEOjX6cxuLm50aNHD5KSkjh06JCp8/CJiIiItHWGTT+X1ighIYEbb7yRXbt2Af9bUfbElecSExPp3bs3VVVVxMXFERERYVZc1qxZw6hRo+o0dsKECfZC3O899dRTzJkz57S/ogcFBbFs2bKTJuxuTXr37n3GlYk0H56IiPze0KFD7d3nU6dObdIV5j/99NMWX7wDKCoq4ptvvqFTp06MGDHC7DgiItLG1GW1Wd27iaPQY7M1OHLkCJdccgk7d+7Ex8eHMWPG1PjrfmRkJDfddBNVVVV8+OGHJiRtfLNnz2bdunWMHz+e0NBQ3N3d8fHxYcCAAcycOZM9e/a02sKdiIjI2Zo2bZp9+7vvvtOjooCXlxchISEcOnSInJwcs+OIiIiItFnqvKvBE088wd/+9jcGDhxo/0XZw8ODsrKykzrvAL766iuuueYahg0bxk8//WRSYqmr6l9v9AuNiIjUx7FjxwgMDLSvPvvTTz9x4YUXNsm1WkvnHRyfmmPlypV07dpVC1mJiEiz0X2dOBp13tVg+fLlGIbB888/T6dOnWode8EFFwAQFxfXHNFERETEBG5ublxyySX2/ZdfftnENC2Hr68vQUFBZGRkUFhYaHYcERERkTZJxbsaJCcnA3D++eefcWyHDh2wWCwUFBQ0dSwREREx0ejRo+3TaHz22WcnLQ7lyKKjo4Hj8wWLiIiISONT8a4GFRUVGIaBp6fnGccWFhZSVVWFl5dXMyQTERERs3Ts2NE+72t5eTkLFy40OVHL4O/vj5+fHykpKZSUlJgdR0RERKTNcTY7QEvUpUsXkpOTSU1NJSwsrNaxa9euBaBHjx7NEU0agdVqrXXlIs2bICIip3P55ZezefNmAP79738zY8YMXFxcTE5lLsMwiI6OZv369SQmJtKvXz+zI4mISBtQl9VmRRyFOu9qcPHFFwPwzjvv1DquvLyc2bNnYxgGo0aNao5oIiIiYqLevXvTpUsXALKysvjiiy9MTtQydO7cmXbt2mG1WikvLzc7joiIiEibotVmaxAXF0ffvn1xd3fnk08+4bLLLjtltdm0tDTuuOMOVq5cibOzM7Gxsar8twJalUhERM7W0qVLAfj2229ZtGgRAMOHD7d34TeW1rTa7In27dvHL7/8Qt++fe3z4ImIiDQF3deJo1HnXQ2io6P5xz/+QVFREVdddRUXXnghFRUVAIwfP54LLriAiIgIVq1aBcCcOXNUuBMREXEQw4cPt891++OPP+rG4Tfdu3fHw8ODxMRE+4+dIiIiItJwKt6dxv33388777yDj48P69evp7KyEpvNxvvvv8/GjRupqKjAw8ODf/7znzzyyCNmxxUREZFm4unpyW233Wbff+WVV0xM03JYLBYiIyMpLS0lNTXV7DgiIiIibYYemz2D4uJi/vvf//LTTz+xf/9+KisrCQgIYPDgwYwbN45OnTqZHVHqQe3VIiJytqofm4Xj/z2p/m+Kl5cX+/fvp3379o1yndb62Cwcnw/4q6++ws3NjcsvvxzDMMyOJCIibZDu68TRaLXZGkyaNImCggLmzZtH165dGT9+POPHjzc7loiIiLQQvXr1YsSIEaxdu5aioiLefvttpk2bZnYs07m4uBAREUFsbCyZmZl07drV7EgiIiIirZ6KdzV47733qKqq4v333zc7ijQBq9Va67Lj+vVGRETqYtq0afbFKl5++WXuvfdedZoBERERxMfHExcXR5cuXfR3IiIiZ6W2ezar1ap558WhaM67Gnh6euLk5ISbm5vZUURERKSFuu666+jcuTMAiYmJrF692uRELYO7uzs9evQgNzeXw4cPmx1HREREpNVT510N+vXrx/r168nMzKRLly5mx5FGFh4eru46ERFpMGdnZ+655x4ef/xxAObPn8+ll15qcqqWISoqCqvVSlxcHAEBAWbHERGRVqi2e7bauvJE2iJ13tVg0qRJ2Gw23n33XbOjiIiISAt2++234+rqCsBXX31FSkqKuYFaCG9vb7p168bBgwfJyckxO46IiIhIq6biXQ0mTJhA//79mTt3LhkZGWbHERERkRYqICCAG2+8EYCqqipee+01kxO1HNHR0QDExcWZnERERESkddNjszW4++678fHxoaCggMsuu4xhw4ad8RjDMFiwYEEzpBMREZGWZNq0abz33nsAvPnmmzz99NN4eHiYnMp8Pj4+BAcHk5mZSUFBAe3btzc7koiIiEirpOJdDd588037ymixsbFn/MXYZrOpeCciIuKgzj//fM4991y2bt1Kbm4uH374IZMmTTI7VosQExPDgQMHiIuL4/zzzzc7joiIiEirpOJdDYYPH24v3omIiIicyX333ceECRMAmDdvHhMnTtR3CaBjx4506tSJtLQ0evfujZeXl9mRRERERFodFe9qsGbNGrMjiIiISCty44038tBDD3HkyBF27NjBxo0bGTp0qNmxWoSYmBh+/PFH4uPjGThwoNlxRERERFodFe/E4Vit1lqXFq9tSXIREZGauLu7M3XqVN5++20uv/xyIiMjzY7UYgQEBNChQwf27dtHr169cHd3NzuSiIi0ArXds1mtVsLDw5sxjYi5tNqsiIiISCN48sknWbNmDZdffjn5+flmx2kxDMMgJiaGqqoqEhISzI4jIiIi0uqo8+4MVq9ezc8//0xWVhZlZWW89dZb9vdiY2PZt28frq6uXHrppSamlPoIDw9Xd52IiDQ6Dw8PevTowZ49e0hKSiIsLEzz3v2mc+fOtG/fHqvVSnR0NK6urmZHEhGRFq62e7bauvJE2iIV704jISGBG2+8kV27dgH/W1H2xOKds7Mz119/PVVVVcTFxREREWFWXBEREWkBnJ2dCQ0NJTExkUOHDhEYGGh2pBbBMAyio6PZvHkzSUlJ9OrVy+xIIiIiIq2GHputwZEjR7jkkkvYuXMnPj4+jBkzBovl1L+qyMhIbrrpJqqqqvjwww9NSCoiIiItTfWPeUlJSSYnaVlCQkLw9PQkMTGRiooKs+OIiIiItBoq3tXgn//8J5mZmQwcOJD4+Hi++eYbXFxcahx78803A/Ddd981Z0QRERFpoby9vQkODmb//v0UFRWZHafFsFgsREdHU1ZWRnJystlxRERERFoNFe9qsHz5cgzD4Pnnn6dTp061jr3gggsAiIuLa45oIiIi0gpUd99ZrVaTk7QsoaGhuLm5kZCQQGVlpdlxRERERFoFFe9qUP1r8Pnnn3/GsR06dMBisVBQUNDUsURERKSVCAwMxNvbm+TkZD0iegInJyd69uxJSUkJqampZscRERERaRVUvKtBRUUFhmHg6el5xrGFhYVUVVXh5eXVDMlERESkNTAMg4iICMrLy0lLSzM7TosSFhaGi4sLcXFxVFVVmR1HREREpMVT8a4GXbp0wWaz1ekX4bVr1wLQo0ePpo4lIiIirUhoaCjOzs4kJSVhs9nMjtNiuLi4EBkZSVFRERkZGWbHEREREWnxVLyrwcUXXwzAO++8U+u48vJyZs+ejWEYjBo1qjmiiYiISCvh4uJCaGgo+fn5ZGdn1/m4mJgYevXqRUxMTBOmM1dERAROTk7ExcWpsCkiIiJyBs5mB2iJHnzwQRYtWsSLL77I0KFDueyyy04Zk5aWxh133MEvv/yCs7Mzd999twlJ5WxYrVZ69+592vf37NnTjGlERKS1CAgIoKqqCoul7r99RkREkJSURGJi4hkXwarWlot21dzc3AgLCyMxMZGsrCyCg4PNjiQOLPW//yX+9dfJ2b6d8sJCPIKC6HzppfSZMYP24eGNco3SI0f4qFMnfHv14rrdu2sdW3LwICkff0zWDz+Qs307JQcOAODZpQvBl1xCr7/8BZ+oqEbJJdKS1XbPZrVaCW+k/3+KtAYq3tUgOjqaf/zjHzz44INcddVVDBkyxD7Z9Pjx47Farfzyyy/2VdLmzJmjfzhERETauBEjRtT7mHbt2hEYGMj+/fspLi6u03y6jqJnz54kJSURGxtLUFAQhmGYHUkc0Ob77yd2/nwA3Pz88OralaKMDBLfeot9H3zA6BUrCBg2rEHXKLBa2XDHHVDHLtPN999PykcfAWBxdcWzSxcqS0ootFoptFqxvvMOI5YuJeTqqxuUS0REWg/DpmcVTuu9997j/vvvJzc31/6aYRj2xzs8PT159tlnuf/++82KKPVU/euNuutERKS5HDhwgJ9//pno6Gj69u1rdpwW5ZdffmHfvn2MGDGCgIAAs+OIg0n7/HN++MMfcHJ3Z9iSJYTeeCOGYVCWl8em++4j+d138ejcmT9arTi5u9f7/N+OHEnuzp2UnXAv4du79xk779becgtVx44ReccdBI0cibOHBwCF+/ax4Y47OLB6Na6+vtyQnIxbhw71ziXSFui+ThyN5ryrxa233kp6ejpvv/02t99+O1deeSVjxoxh/PjxvPLKK+zbt0+FOxEREalVUFAQXl5eJCcn27v25bjo6GgAYmNjTU4ird32WbN42zBIWrKkzsfsfuEFAPo98QQ9brrJ3v3p6uvLsLfeol1EBCX795P8n/+cVaajKSknFe7qavDLLzPq00/pesUV9sIdQLsePRj5ySc4e3lRlpdH5tdfn1UuERFpfRz+sdmnn36a1NRUnnjiCcLCwk5539PTk/HjxzN+/HgT0omIiEhrZxgGERER7Nixg7S0NK1QfwJvb2+6detGWloaR44coWPHjmZHMl350aPk7txJfmwsx3JyqCorw6V9e9qFheF//vm413HuxJauLC+Pw5s3U2i1Up6XR1VFBW5+fvgNHEjA0KFNfv3Sw4c5vHEjAOETJpzyvsXFhfDx49k+cybpX35J5JQp9b7G2JQU+3bSkiWsmzSpTse5+/uf9j1XX198oqM5snUrRenp9c5UX1UVFRzZto2j+/ZxLDubsrw8nDw9cevQgfZRUfj26YNr+/ZNnkNExNE5fPHu9ddf59ChQ7zw2y9vcHy1WTc3N7755hsTk4mIiEhb0aNHD3bv3k1SUhKhoaGa3+0EMTExpKWlsXfvXi666CKz45iieP9+rO+8Q/qyZWRv2oTtNB2ahpMTnceMYeDf/obfgAGNdv3ts2ax4+mnG3SOCXWciSdzxQr2/P3vZH3/PbaqqlPed/Hx4f/y8hqUpS5yduwAmw23jh3x6tq1xjEdzz0XgCPbtjV5nvoo/W31ao8mXOjlwOrVxM6fT9YPP1BeWHj6gYZBx0GD6HrVVfS45RYtpCEi0kQcvniXm5uLxWLB/4RfuNasWYP7WcxrISIiIlITFxcXQkNDsVqtHDly5KTvHY6uffv2dO3alYyMDHJycvDz8zM7UrPb9thjWN9++4zjbJWVZH7zDQdWr2bY4sWE/d//NUO6xlFy8CCb77uPlI8/NjsKAIVWKwButfx/sbo4VpyZSWVZGU6urs2SrTa5u3ZRlJoKQMeBAxv9/PkJCayfPJlD69bV7QCbjSNbtnBkyxZ2PP00wZdcwnn/+hcdalklVERE6s/hi3fOzs6Ul5c77JdFERERaR4RERFYrVaSkpJUvPudmJgYMjIyiI2NZVgDV/Zs7Ty7dKHrVVcROGIEnl27YnF2puTAAbLWrCHxrbeoLCmhqqyMdZMm4du7N379+zf4mj7R0YRcd129jzuwejUVR4+ecVxJVhbfjhxJQXy8/bXA4cMJuf56fHv1wrVDB0r27yc/Pp6s77+vd46zUV5QAICLt/dpxzhXv2ezUV5QgFML+P/ttscfByBo5Eg6NPICOBnffMOPt9xCeX6+/TWfmBhCrrsO//POwz0gAIuLC+UFBeTHx5O9eTP7v/2W0sOHjw+22TiwahVHtmxR8U5EpJE5fPEuOjqaX3/9lYULFzJ9+nSz44iIiEgb1b59ewICAsjIyKCkpASPEyaid3S+vr507tyZ/fv3k5eXh6+vr9mRmp1Pr16cM3s2Idddh8X51K/o3f/4R6KmTuWbCy+kvKCAqrIydr/wAsPPcjGFE/W4+WZ63HxzvY458uuvpH/5JXB8HrbTqSgpYcWll9oLd55dunDhO+8QfPHFNY7v++ij9cpxtipLSwFw8vQ87RiLi8v/xpeUNHmmM9k1dy4Zy5bh5OHB+S+/3KjnPrRuHT9cdx1V5eUAuAcGct5LL9HjlltqfMy/8+jRwPE58dK/+IJfn3iC/Li4Rs0kIiL/4/DFu/Hjx7Nt2zYef/xxPvvsM6J+m6ehvLycMWPG1Pk8hmHw3XffNVVMERERaQMiIiI4dOgQVquVPn36mB2nRenVqxf79+8nNjaWoc2wYEFLEjNtGh3696+xaHeiDn370vuvf2X7U08BkLVmTTOkq9mvjz8Ov81z1+vBB087buczz5C3Zw8AXiEhXLFuHV4hIWd93Z8nTqz1EeN1kybVuDBE+IQJXHjCSrRO1VPk1DDvXrXqQhaAk8nF9sTFi9n22GNgGFzwxht0aMR/P0qyslgzdqz983r36MHolStpHx5+xmMtzs50/+MfCbn2WmLnz+fXJ55otFwiIvI/Dl+8mzZtGhs2bODjjz9my5YtbNmyBYDKykpWrVpV5/No4mkRERE5k86dO+Pp6UlycjIxMTE4OTmZHanF6NChA0FBQWRkZFBQUEB7B1rBsnphhLrwP+88+/ax3xYuaG6H1q0j87eF3dz8/Ih54IEaxxVYrez5xz8AMCwWhn/wQYMKdwCeXbviW8MjmaWHDlF6+DCeXbrU2Ano+btFKVx++99XRVHRaa914iPBLu3anWXihkt6+2023H472GwMfuUVwv70p0Y9/445cyjJygLA4ubGqM8/r1Ph7kQWFxd6/+UvdB4zhooW0KUoItLWOHzxzmKx8OGHH/LnP/+ZFStWkJWVxaJFi3BycuLWW281O56IiIi0IYZhEBERwc6dO8nIyKB79+5mR2pRevXqRVZWFrGxsQwePNjsOKe19qab7AsvjPzkE7r/8Y+1jt/997+z9ZFHAOj3xBOc88wzZ33t8hMKSh5BQWd9noaonncNoNdf/oLraQqtiW++ae/m6nbDDQQ0wnyGA+fMYeCcOae8Xr1i7jlz5hAxceIZz9MuLAzAXrSqSfH+/cDxwp+Tm9vZBW6gPf/8J7/85S8YFgvDFi+u02erj5KsLJLeesu+3+eRR/Dr1++sz3emefhsVVUUWq0UJCRwNDWV8oICbJWVOHt74xUSQof+/etdOBQRcQQOX7yrNnz4cIYPHw7AokWLcHFxYfHixSanEhERkbamR48e7Nmzh8TERBXvfqdjx44EBASQlpZG79698a5lMQEz5Wzfbt/2O+ec+o0fMKBB1878+mv7dterr27Quc7G/pUrObh2LXB8pdaY++6rcZytqork996z70dPm9Ys+eqqQ//+YBiUZGVRvH8/np07nzLmyNatAI2yKEh92Ww2fn38cXY99xxO7u4M/+gjul17baNfJ+WTT+zz/1nc3Ii+995Gv0a1jffcg/Wdd864yIlv7970f+opQm+8scmyiIi0NhazA5jt6aefZvLkySQnJ9tf27dvH3GacFVERESagKurK926dSM3N5cjR46YHafFiYmJASA2NtbkJDWrKC6mMCkJOP7opXePHmc8JufXX+3bHRpQvEv78kv7fG9ufn70feyxsz7X2TpxTrM+Dz982tVa8/bupTgjAwDXDh0apeuuMXkEBOB//vkAJJ0wF161qooK9r3/PgAhTVA0q03lsWP89Kc/seu553Dr2JExq1Y1SeEOIOuHH+zbQSNG4BEQ0CTXAcjdsaNOqxPn7dnD2ptuYqsWExQRsXP4zrvXX3+dQ4cO8cILL9hfmzRpEm5ubnzz21we0rZYrVZ617J8/Z7fJlUWERFpKpGRkezbt4+kpCQ6duxodpwWpVOnTvj7+5OamkqvXr3w8vIyO9JJcnbswPbbIgd+Awaccd7jiuJi+0qrLu3b2x/XrAtbVRXHcnLI2b4d6zvvHO9ks9lw8/Pj4uXL8erS5ew/yFlI+/xzsjdvBsA9IKDWLq3fdycaFgv7V65k3wcfcHjDBoozM6koLsalXTvahYcTPHo0Pe+6C+9m7Ebt8/DDrBk7lp1z5tA+Koruf/wjhmFQVlDAlgcfpCAhAY/gYMJ+N5XO0ZQU/vtb0fb3C2E0VEVxMStGj+bw+vW0j4zkkq+/pn1ERKOd//cOr19v3+50wQVNdp1qnl26EDBsGJ2GDqVdRATu/v4YTk6U5edTlJ5OxrJlpH32GQC7n3+ezqNHE3zJJU2eS1qm2u7ZrFYr4XrEWhyIwxfvcnNzsVgs+Pv7219bs2YN7tUrUImIiIg0Mh8fHzp16kR6ejr9+/fX944TGIZBTEwMP/30E/Hx8QwcONDsSCep7yOzuTt32ot9Hfr1q/MiZ99ceCGH1q076TVXX1+6jxvHgFmzanzMsynZqqrsq9wC9Hn0UZw9PU87PnfHDvt2ZXExywcNImfbtlPGleXlcWTrVo5s3UrsvHkM/Nvf6HWaBTAaW/c//pGou+4i4fXXWTtuHG4dO+LaoQNF6elUHTuGk4cHwz/8sNbPWZufJ0yg5OBBAIozMwE4mprKyssvt48594UXTppjrvTQIXtBrfLYMX64/vparzFs8eKTFjGpD5vNRumhQ/b9piwSAoz64gvcz/BjReSkSex67rnjK+sC8a+/ruKdiAgq3uHs7Ex5eTk5OTn4+fmZHUeaQXh4uLrrRETEdBERERw+fJjk5GR69epldpwWJTAwED8/P/bt20dMTAweHh5mR7LLref8dUdOeGS2ofPddejXj47nnmtfKbU57fvwQ3J37QKOL5TR8+67ax1/YlHo8MaN9m33gAB8oqNxadeOY0eOcDQ1lZIDBwCoLClhy4MPUpqdXeOiFE1h6L//TdDIkSQsXEju9u0UpaXhERhI8KWX0vexxxpU0Mpau5ai1NSTXqs4epT9331n3+9by6OhRWlpZ7xGbavlnklZbq69sAzHH29uSmcq3FXr+ec/24t3hzdsaMpI0sLVds9WW1eeSFvk8MW76Ohofv31VxYuXMh0zasgIiIizaRz5854eHhgtVqJjo7GYnH4qYjtqrvv1q1bR3x8PAMaWPRqTPVerOIsi3eBw4fj1rEjx3JzOXb4MAVJSRz88UcO/vgjvz7+OINffZUeN91Un+hnraqigh2zZtn3+0yfjvMZCqplBQX2bWcvLyLvuIPIyZNrXI304M8/s+GOO8j/bc7pXX/7G53HjCHot8Xk6mLArFkMOCFjffS46aZ6/V16h4YywWY747ixKSn1zlLXczeGymPHTto3nGu/NcyLjWXbjBlnPG/MffcRfPHFtY6xVVVRkJRE7s6dHN23j9LDhzl25AiVpaVUnZCr9PDhM15PRMQROHzxbvz48Wzbto3HH3+czz77jKioKADKy8sZM2ZMnc9jGAbfnfArmoiIiEhtLBYLERER7Nq1i4yMDLp162Z2pBYlODgYX19fe3GzJTxabKuqIm/3bgAsrq741qFj8qTiXR2KfdUG/u1vJ+2XFRQQO38+O2bN4tiRI/x4yy1YXF3p/oc/1PmcZytpyRIKEhMB8OjcmZ533nnGY05cmKDXgw9yzjPPnHZs4IUXcvnPP7N84MDj3WY2G3teeKFexTupP7ffPXVUlptb6/hjR46Q/sUXZzxvt1oe9T2amsrel14iZelSe8dlbarKys44RkTEETh88W7atGls2LCBjz/+mC1btrBlyxYAKisrWbVqVZ3PU9f5S0RERESq9ejRgz179pCUlKTi3e9Ud99t2LCBhIQE+p0wL5hZ8uPjqSguBsC3d28sLi61jq+qqLAX+wxnZ3wb8JiXa/v29H/iCZzc3dn68MNgs7HpnnvoetVVOLm6nvV5z6Ty2DF2zp5t3+/32GM41aGQ6uTmZt82nJzOON69Y0f6P/UU62+/HYD9K1dSUVx81vPNyZk5ubnh7OVlf/S2JCurSa+X8MYbbHngAfv/h0REpO4cvnhnsVj48MMP+fOf/8yKFSvIyspi0aJFODk5cevvVpYSERERaUxubm5069aNlJQUcnNz6dDEc061Nl26dKF9+/YkJSXRs2dP3E4oCJmhvo/M5sfGUllaCoBvTMxJBa2zFX3PPeyYNYuKoiJKDhwg64cf6HLZZQ0+7+nEv/46RenpAHiFhBB5xx11Ou7E+dPq2j0VPHr0SccUZ2bSPjKyHmmlvtqFhdnnMszetKnWsYEXXnjaR3prWmDlRClLl7LhzjvhhOODRo4k6JJL6NCnD17duuHeqROuHTrg5OHBu2d4hFdExNHoX8XfDB8+nOG/teYvWrQIFxcXFi9ebHIqERERaesiIiJISUkhMTGR888/3+w4LUp1992mTZtITEykT58+puap72IVJz4y26GR5u1z9vCgfVSU/dwF8fFNVrwrLypi13PP2ff7Pv54nbv83E5YnODYkSN1OsYjKOik/dLsbBXvmljQqFH24l3WmjVUVVRgaeTCma2q6vhceb8V7tqFhzPi44/p2MJWkhYRack0M3IN9u3bR9xvE+aKiIiINKUOHTrQsWNH0tPTOfa7CeQFQkJC8Pb2JjExkTKT57/KqWfx7sROpIauNHsiywkFtIasNnomcfPnU3rwIABe3bsTOXlynY898fMWJCXV6Ziq3/3v36VduzpfT85O8KWX2rdLDhwg7dNPG/0aOTt2UGi1AmBYLIz89FMV7kRE6kmddzXo3r272RFERETEgURGRrJx40aSk5OJiYkxO06LUt19t2XLFhITE+ndgHnjGipnxw77drvw8FrH2qqqyPj6a/t+Yxbvqh9jBXAPCGi0856oLD+f3X//u32/3xNPnHGOvxN1GjrUvp29cSPlRUW4eHnVesyJRT7DYsErJKQeieuvvLCQ1P/+l8zvviNn2zaKMzKoLCvDrUMHOp57LmHjxxN644317kTLWrOG70aNqvP4y374gaCRI+uZvnF0ueIKvHv04Oi+fQBsnzWLrtdcc8bVhOujKC3Nvu0dFoZfC5i/UkSktVHxDrj44otxc3Pjm2++AWDq1Kn1PodhGCxYsKCxo4mIiIgD6NKlC+7u7litVnr27InFoocjTtStWzdiY2NJTEwkMjIS1yZcoOF0SrKy7F1oAFXl5bWO3/fRRxRnZNj3G6t4d2j9ekr277fv+w8Z0ijn/b3df/+7ffVR77AwIiZOrNfxPj174hMdTX5cHBXFxSQsWEDvhx6q9Zj0L7+0b/uffz6uPj71zl0fu55/nl3PPguAxcUFzy5dwGKhODOTzG+/JfPbb0l84w0u/fbbes1X6OzlVafFSY6mpp60Kq8ZLM7O9Hv8cftCIfmxsWy65x4ueOutRluQ78SOSosJ/98VEWkLVLwD1qxZg/sJq2a9+eab9fqPlc1mU/FOREREzprFYiE8PJw9e/aQmZlJSBN3HLU2FovF9O67IyfMXwdw6Oef8T7N0xpF6en8ckKhyiskBDc/vxrHHvjhBw6uWUPvRx45Y2daeVERm+65x77vN2AAHWr5u/gkNJSi1FT7/ukWG/i90sOHiZ03z77f/8knz2oetF4PPnh8kQJgx6xZdLn8cnx79apx7NHUVGL/9S/7fs+776739erLyc2N0BtvJPL22wkcPtxeoKsoKSFp0SI2P/AAWWvWkLhoEdH1yON/3nlc99sqw6dTevgwn4aHg2HgERzcoM/RUOETJ5Ly8cfsX7ECgKTFi6koLmbYokWNstqvd1iYfbswMZGSQ4fwOE3HaFV5OduffrrB1xQRaWtUvOP4r7keJ7SGDx8+vNF+aRIRERGpi7CwMGJjY0lKSlLxrgZmd9+duFgFwC9//SvtIiLoNHjwSa+nL1/OxrvuoiQry/6aS/v2AFSWluJ0wg/GAOX5+eyYPZu4V18l/Lbb6HHLLfgNHIjFyck+xmazsX/FCn7561/Jqy4KGQaD/vGPRvyE/7PruefsHWHtIyMJGz/+rM4TPmECca+9Ru6OHZQXFvLdyJEMWbCA7n/4w0nj9q9axfopUyjLywOOP3IbduutDfoMddHviSdq/M7v7OFB9D33sH/lStK/+OJ/f+eNaOecOZQXFhJ644349OzZ6OevD4uTEyM++oivhw4l/7d5v1M++oiDa9fSZ/p0uo8di1eXLqccV1FSwuH160n/8suTHin/vY4DB+LVrRtFaWlUlZfz05/+xLDFi/Hq2tU+pvLYMdK/+IJfn3qKgvj4xv+QIiKtnIp3QEpKykn7a9asMSWHiIiIOC53d3dCQkJITU0lNzeXDh06mB2pRTG7++7ExSq8unenKDWVr4cMoUPfvnj36EFVWRk5O3ZQcuAAAH7nnGNfETZvzx6+GzUKFx8fLv788xrPf+zIEfb+85/s/ec/cWnXjvY9e+LeqRMVxcXk7txpf4S12qC//53gSy5p9M9ZlJlJ/L//bd/v99RTJxUS68PJzY2R//0vX59/Psdycig9fJg1N9yAR3AwHfr2xWazkR8be9Ljxe0iIhj12WcYzfDo+Jl+rC89fBho3PkK4XiXYfzrr2M4OTGghXSZufr6cuWGDfw8cSLpX3wBHH9UfMsDD7DlgQdoFx6OR+fOuPr4UFFURHFGBoXJydgqK085l/PvOkgNi4VBf/87a2+6CYADq1bxaXg4PjExeAYHU5aXR97evZQXFADg5OFBZUlJE39iEZHWRROqiIiIiLQQkZGRACQmJpqcpGXq1q2baSvPnli8u/Cdd+wLReTu2kX6l1+S+e23xwt3hkG/J59k0AmLPcDxRQxqWoDBOzSU9r/rvCovLOTIL7+Q+c03HFy79qTCnXtAACM//ZTef/lLI366/9n5zDNUlpYC4BMdTdj//V+Dztc+PJwrN2/G74TVRUsOHGD/ihUcWLnypMJdyLXXctXmzXgEBjbomg1VlJ7Opvvu4/D69QSNGkXEpEmNev5fn3ySqrIywsaPxyc6ulHP3RCuvr5c/PnnXPT++6cULAutVg799BMZy5eT9cMPFCQmnlS48+jcmZj77uPa3bsJHTfulHOH3ngjg/7xD3tRtqqsjNwdO8j89lsOb9xoL9x1vfpqrt21q+k+pIhIK2XYbHWc/EKkDaj+lX7Pnj0mJxEREanZDz/8QE5ODlddddVJc/LKcSkpKWzZsoVevXo1W/ddRXEx77drh62qCjc/P24+coSjqansfOYZ9q9YQcmhQ7j7+9PpgguIvvdegoYPB2DzAw+QtGQJzp6eBF96Kf0ef/y0j0jm7t7N/hUryN60ibw9eyg5cICyggKc3N1x79SJjoMG0eXyywn7v/875dHb06nvnHeFycl8Hh1tX4xj+Acf0OPmm+t0rTOx2WykffopKUuXcnjjRkoPHsRwcsKzSxcCR4wgYsIEAoYNa5RrnY2CpCS+v+46jmVnU3r4MD7R0URNnUr0vfee1Xx/p5O7ezfL+vfHcHbmD/HxeIeGNtq5G9uhDRvI+v57Dv70E0eTkzl25AhlBQW4tGuHu78/Pr164X/++QRffDH+gwfXadqh7C1b2PPii2StWcOx7GycPDzwDg2l85gx9LjlFvwHDQLg7RPOVde5GsWx6L5OHI2Kd6dRUFDAypUr2blzJ4d/a5kPCgpi0KBBXHLJJbjVY8UpaTn0j7yIiLR0GRkZbNiwoVmLU61JVVUV3333HceOHePKK69slrnvDm3YwDcXXABA0MiRXPbDD01+TWleubt382XfvvZ9N39/etx8M/1nzsTd37/RrrP6mmvIWL6cnvfcw5BXXmm084o4Gt3XiaPRnHe/U1payowZM1i4cCGlvz0y8Hu+vr48+OCDzJgxA6eznANEREREpCZdunTB09MTq9VKdHS0vmv8jhlz3534yGyH/v2b/HrS/Dr06cMEm42y/HwKEhKInT+fuFdeIWXpUq7avBnvbt0afI1D69aRsXw5Th4e9Hv88UZILSIijkJz3p0gISGBgQMHMn/+fEpKSqhuSuzYsSN+fn7A8Zb/3NxcZs6cydChQ09Z7EJERESkIQzDICIigmPHjpGenm52nBapuee+y1XxrsXYPmsWbxtGvf/smDOnTud39fHB/7zzuOjdd+n+xz9SevAg2598slGyb50+HYDoe+/FMzi4Uc4pIiKOQZ13v8nNzeXKK68kOTkZi8XClClTGD9+PEOHDsX5t3kuqqqq2Lx5Mx988AH//ve/2bp1K1dddRUbN26kXbt2Jn8CqSur1Vrrr/RqvRYREbP16NGDPXv2kJiYSPfu3es0l5Qjae7uuxM77/z69WvSa0nt3Pz9T1ngoy7O5tHX0BtvJPW//yXz22/rfezvpS9bxqGff8alXTv6PPpog88n4ghq+7fdarUSHh7ejGlEzKXi3W/uvPNOkpOT8fHx4csvv+Siiy46ZYzFYmHIkCEMGTKE2267jTFjxhAXF8ef//xn3n33XRNSi4iISFvk6upKaGgoVquVI0eO4N+Ic261Fd26dSM2NpbExEQiIyObbO47W1UVebt3A2A4OeGreQhNFXPvvcTce2+zXMu1QweAk1b7PRu2qip+/e0x2V4PPYR7x44NziYiIo5FxTsgKSmJ//73vxiGweLFi2ss3P3eueeey0cffcSYMWP48MMPmTlzJhEREc2QVhoqPDxc3XUiItLiRUREYLVaSUxMVPGuBhaLhV69erF58+Ym7b7Lj4+norgYgPY9e9Z5pVdp/Y7+Nj2ORwMfcU1+7z1yd+3CrWNHej30UCMkE3EMtd2zaUEncTSa8w745JNPsNlsjBgxguuvv77Ox1166aVcccUVVFVV8fHHHzddQBEREXE47du3JygoiIyMDIqKisyO0yKFhIQ0+dx3uTt22Lc76JHZNqOyrIwj27ad9v2qigoSFi4EoPNllzXoOttnzgSgz6OP4tq+/VmfS0REHJeKd8DatWsxDINbb7213sf+6U9/wmaz8fPPPzdBMhEREXFkkZGRwPG5feRU1d135eXlJCYmNsk1etx8MxNsNibYbIz44IMmuYY0v8riYr467zzW3nwzB77/nsoTir8FSUmsGTeOI7/8grOX1ylz1B1NSbEvhPHzxIm1Xif+3//maEoKHkFBRDfT474iItL26LFZjq8yC3DBBRfU+9jzzz8foMm+MIqIiIjjCgwMpF27diQnJ9OrVy/7IlryPyEhIezdu7fJ576TtsdWVUXKRx+R8tFHOLm749G5M+V5eRzLyQHApV07hn/0Ee3PclL88sJCdj37LAD9nngCZw+PRssuIiKORZ13QHZ2NgChoaH1PjYkJOSkc4iIiIg0FsMwiIiIoLy8nNTUVLPjtEjN0X0nbY+rry9XbdlCvyeeIGjkSFx9fSlOT6eytBTf3r3p9dBDXLdnD12vuOKsr7HnxRcpPXwYr+7dibzjjkZMLyIijsaw2Ww2s0OYzcXFBcMwznquFBcXFywWC8eOHWvkZNLYqic21YIVIiLSWlRUVLB8+XLc3d257LLLMAzD7EgtTlVVFd999x3Hjh3jyiuvVPediEgbp/s6cTTqvAMqKysb9BiKs7MzFRUVjZhIRERE5DhnZ2d69OhBYWEhBw8eNDtOi6TuOxEREWnLVLwTERERaeEiIiIAzbFbm+qVZxMSEpps5VkRERERM2jW49+Ul5czZsyYsz5WREREpKl4eXnRpUsXMjMzKSwspF27dmZHanGqu+82b95MfHw8ffv2NTuSiIiISKNQ8e43lZWVrFq16qyP1/wzIiIi0pQiIyPJzMwkMTGRgQMHmh2nRerWrRtxcXH2lWfd3d3NjiQiIiLSYCreARMmTDA7goiIiEit/P398fX1JSUlhT59+mhRhhoYhkHv3r3ZsGEDO775hqioKDr8Nqm5iIiISGul4h2wePFisyOIiIiI1MowDCIjI9myZQspKSlERUWZHalF6mCxYFu4kLjvvydn+HCu+OEHsyOJiIiINIgWrBARERFpJUJCQnBzcyMxMRGbzWZ2nBbJycWFsvXroaqKQ2vWcOD7782OJCIiItIgKt6JiIiItBJOTk6Eh4dTXFzM/v37zY7TIrl36kSvBx6w7//y2GMqdIqIiEirpuKdiIiISCsSHh6OYRgkJiaaHaXF6vPwwzj7+ACQs2kTmV9/bXIiERERkbOn4p2IiIhIK+Lu7k63bt04fPgweXl5ZsdpkVx9fenz17/a97c+/ji2qioTE4mIiIicPRXvRERERFqZyMhIAHXf1aLXAw/g2rEjAHk7dpD66acmJxIRERE5OyreiYiIiLQyHTp0oGPHjqSlpXHs2DGz47RILt7e9HvsMfv+tieeoKqy0sREIiIiImdHxTsRERGRVigyMpKqqiqsVqvZUVqsnnffjVtQEACF8fHse/99kxOJiIiI1J+Kd9KifPzxx/zf//0f4eHhuLu7065dO6KionjggQdITU01O56IiEiL0aVLFzw8PLBarVRpPrcaOXt4MOCpp+z72556iqrychMTiYiIiNSfYbPZbGaHEKnm7OyMt7c3F110EaGhoZSXl7Np0ya2b9+Ov78/27dvp0uXLmd9/t69ewOwZ8+exoosIiJimri4OHbt2sX5559P9+7dzY7TIlWWlfFpZCTFaWkADF24kKg77jhpzNq1a6mqqsJisTBixIgGX7OxzyciIifTfZ04GnXeSYvyn//8hwMHDrBs2TJefvllXn/9dX799VfGjx9PdnY2H3/8sdkRRUREWoywsDCcnJxITExEv8fWzMnVlXOeftq+/+usWVSWlp405tChQ2RnZ3Po0KFGuWZjn09EREQcm4p30qLcdNNNeHh4nPJ6z549AejUqVNzRxIREWmxXF1d6d69O7m5ueTk5Jgdp8UKu/VWvH9bobd0/34SFi40OZGIiIhI3al414Zde+21GIbBrFmz6nXcL7/8wuTJkwkPD8fDwwM/Pz/OPfdcnnnmGfLy8poka00qKyvZv38/CxcuZO7cuVx88cXcdNNNzXZ9ERGR1iDyt6JUYmKiyUlaLouzMwOfeca+v33OHMqLikxMJCIiIlJ3Kt61UWlpaaxevbrexz3//PMMGTKExYsXk5ycTGlpKbm5uWzbto2nnnqKPn36sH379sYP/Dvbt2/H2dmZLl268Ne//pW///3vrFixAhcXlya/toiISGvSvn17AgMDycjIoLi42Ow4LVbouHH49OkDQNnhw8S98orJiURERETqRsW7NiQ/P5+EhAQWLVrE8OHD6/0F/qOPPmL69OlUVlYSFBTEnDlz+OKLL/jggw+YMGEChmGQmZnJNddc0+SP5gQEBPDQQw9x22230b59ex566CHmzZvXpNcUERFprSIjI7HZbCQlJZkdpcUyLBYGPvusfX/X3LmU5eebmEhERESkbpzNDiCNY82aNYwaNeqsjy8rK+ORRx4BICgoiC1bttC1a1f7+zfffDPDhw9nypQpZGRk8NJLLzFnzpxTzuPv78+RI0fqdM0RI0awZs2aGt/r3LkzL774IgAVFRVcf/31/OUvfyEmJoYrrriinp9ORESkbQsKCqJdu3YkJyfTq1cvnJ31Fa8mIddcQ4dBg8j95RfK8/LY89JLJy1mISIiItIS6ZudAPD111+TlpYGwKxZs04q3FWbPHkyb7zxBhs3bmTBggXMnj0bi+Xk5s1HHnmkzh1/oaGhdRrn7OzMk08+yVdffcXbb7+t4p2IiMjvGIZBZGQk27ZtIyUlhYiICLMjtUiGYTDob39j5ZgxAOx56SVi7rvP5FQiIiIitVPxro3o378/K1eutO9nZ2dzyy231Pn4r7/+Gjj+pXbs2LGnHXfTTTexceNGsrOz2bx5M0OGDDnp/eruvcbm5+cHQG5ubpOcX0REpLXr3r07u3fvJjExkfDwcAzDMDtSixR86aV0uugiDv/0E5VHj7L7+efhvPPMjiUiIiJyWprzro3o0KEDl156qf3PhRdeWK/jt27dCkBISAgdO3Y87biBAweeckxzqF4ko3v37s12TRERkdbE2dmZ8PBwjh49yv79+82O02IZhsG5f/ubfT/25Zex6cdBERERacFUvBMAEhMTgTM/yhoSEmLfTkhIaNQMH3zwAW+99RZlZWUnvX7w4EEeffRRAG699dZGvaaIiEhbUt1xV/3fdalZ4IUXEvzbo7NVpaWUf/qpyYlERERETk/FO6G4uJjCwkLgf4+nno6/v799Oysrq1FzHDx4kNtvv53g4GBuuOEGpk2bxh//+EeioqLYt28fjzzyCMOHD2/Ua4qIiLQlHh4edOvWjcOHD2uqiTM4sfuuYtUqqg4eNDGNiIiIyOlpzjuhqKjIvu3h4VHrWDc3txqPaww33ngjRUVFrF69mp9//pnc3Fy8vb0577zzuOeee/jDH/7QKNexWq307t27QefYs2dPo2QRERFpbFFRUaSmppKQkMDgwYPNjtNidTz3XLqNHUvaJ59AZSXlH32EmxavEBFpFg29H7NarYSHhzdSGpGWT513QmlpqX3bxcWl1rEnvl9SUtKoOTp37szjjz/O999/z6FDhygvLyc3N5dVq1Y1WuFORESkrfP19aVTp06kp6c3+n+r25qBc+aAkxMAlevWUZWSYm4gERERkRqo805O6qarrKysdWx5ebl9+0xdei1VeHi4OudERKRNi4qK4vDhwyQlJdG3b1+z47RYPj17EjFpEklvvgk2G2UffggPP2x2LBGRNq+h92MN7dwTaW3UeSd4enrat3+/WMTvndild+JxIiIi0nIEBwfj7e2N1WqloqLC7Dgt2oCZM+G3Jwuqtm3j4E8/mZxIRERE5GQq3gne3t54e3sDkJeXV+vYI0eO2LeDgoKaMpaIiIicJcMwiIyMpLy8nNTUVLPjtGheXbvifMUV9v1fHn0Um81mYiIRERGRk+mxWQEgIiKC7du3k5aWVuu4E9+PjIxs6lhN4kwLVuiRWhERaQtCQ0PZvXs3CQkJhIWFYRiG2ZFaLJfrr6di1SooLiZ7wwYyvvqKkKuvNjuWiIhDq+2eTQtWiKNR550AMHDgQACSkpJq7b7btm2bffucc85p6lgiIiJylpydnQkPD+fo0aMcOHDA7DgtmuHtjct119n3f3n0UarOMA+wiIiISHNR550AcPnll7No0SIqKyv5+OOPmTp1ao3jPv74Y+D4SnZDhw5tzoiNRgtWiIiIo4iIiCA+Pp7ExEQ6d+5sdpwWzfmKKyj/5hvIy6Ng7172vf8+4ePHmx1LRMRh1XbPpgUrxNGo804AuOaaawgODgZg9uzZNf5Cv2TJEjZu3AjA5MmTcXJyataMIiIiUj8eHh6EhIRw6NChM85r6+gMd3dcxo6172974gkqjx0zMZGIiIjIcSretRGlpaWkpKTY/2RkZNjfy8vLO+m97OzsU453d3fn2WefBSAzM5PzzjuPuXPnsmzZMj766COmTJnClClTAAgMDOTRRx9tng8mIiIiDRIVFQVAQkKCyUlaPueLL8azRw8AitPSSFi40OREIiIiImDYtJxWm7BmzRpGjRpVp7ETJkxgyZIlNb731FNPMWfOnNOushYUFMSyZcsYNGjQ2UY1Ve/evc84uakeqRURkbbmhx9+4MiRI1x11VV4eHiYHafFWbp0qX373IoKfvq//wPA1d+fscnJuLRrd9bnGzduXOOEFBFxMHVZsEL3buIo1HknJ5k9ezbr1q1j/PjxhIaG4u7ujo+PDwMGDGDmzJns2bOn1RbuREREHFVUVBQ2mw2r1Wp2lBavx0034dO3LwBl2dns/ec/TU4kIiIijk4LVrQRI0eOPG23XH0NHTq01S5GURf6hUZERBxN586d8fLywmq1EhMTo3lra2FYLAx6/nlWX3klALv+/nd6/vnPuPv7m5xMRMSxaMEKkf9R552IiIhIG2cYBpGRkZSVlZGammp2nBavy+WX0+nCCwGoPHqUXX/7m8mJRERExJFpzjtxKNW/0KjzTkREHE1FRQXLly/H3d2dyy67DMMwzI5kurTdu/n8wQfJ3bgR54oKKpyd6TB0KNe/9BLuBQV8M2wYAIarKzckJuLdrdtZn69bnz7N8ZFERByC7uvE0ah4Jw5F/8iLiIgj27lzJ/Hx8Vx44YUEBwebHcc0hTk5vDZsGP5xcTXOIVMBZEdHM6B7d7K++w6AsNtu46K3327Q+e7dsAEvX99G+hQiIo5L93XiaPTYrIiIiIiDiIiIwDAMEhISzI5imsKcHF4NCyPot0Jblrc3ScOGkXb99SQNG0aWtzfOQFBcHLvWrbMfl/zuu+Tu2tWg870cGkphTk5zfVQRERFpI7RghTgcq9Va6wSn+vVGRETaKk9PT7p27Up6ejr5+fn4+PiYHanZvTZsGMH5+ZQAXZ57jgnTp7N06VL7++PGjWPZ3LlkzphBp6NHKfbxwTM/H2w2tjz8MGO+/faszxecn89rw4bxaGxsM31aEZHWq7Z7NqvVSnh4eDOmETGXOu9EREREHEhUVBSAQ3bfpe7ciX9cHHC80HbN9Ok1jrtm+nS6PPccAK75+eDqCsCB777jwOrVDTqff1wcabt3N84HEhEREYegOe/EoWhuBBEREfj+++/Jzc3lqquuwt3d3ew4zWb+6NH4rFpFlrc3jxYW2l//fadctRe8vQksKqI0NBT3lBQAfAcM4NqtWzEslrM+X/7o0dy3YkVTfEQREYeg+zpxNOq8ExEREXEwUVFRVFVVkZSUZHaUZlW8bRsAftdcU6fxHa69FoC8/Hxc/PyOb2/fzr4PP2zQ+Yq3bq17aBEREXF4Kt6JiIiIOJguXbrg5eWF1WqloqLC7DjNxigrA6BDaGidxvt27358o7ycc2bOtL/+y/TpVB47dtbnqz5OREREpC5UvBMRERFxMIZhEBUVRVlZGSm/PQ7qCGy/zV2XW8fPnJeaaj8u6q678PytSFeSnk7cK6806HwiIiIidaXinYiIiIgDCg0NxdXVlYSEBBxlCmTPgQMByFm2rE7jc7/88vhx556Lk6sr5z3/vP297XPm4Nm371mfT0RERKSuVLwTh2O1Wundu/dp/4iIiDgCZ2dnwsPDKSoqIjMz0+w4zeK6F1+kAgg6epRlc+fWOnbZ3LkEFhVRAVz/0ksAdB83Dr9BgwCoyMujd2hog84nIiKnV9s9m9VqNTueSLNS8U5ERETEQUVERGCxWEhISDA7SrPo3q8f2dHRAGTOmHHagtuyuXPJnDEDgOzoaLr16QMcf9z4vBdftI/L/OADcsPCzvp8IiIiInVh2BzlOQkRtKS4iIjI7/3yyy/s27ePUaNG4e/vb3acJleYk8OrYWEE5+cDkOXtzdH+/XHx96c8O5t227cTWFQEwAEfH6alpODl63vSOVZdcw2Zy5cD0HXcOLasWNGg84mISP3ovk4cjYp34lD0j7yIiMjJCgoK+O677+jSpQsXXHCB2XGaRWFODq8NG4Z/XBzONbxfwfEOuXs3bKix0JYXG8sXffpAVRUYBhd//z3v3333WZ9PRETqR/d14mj02KyIiIiIA2vfvj3BwcFkZmZSWFhodpxm0c7Pj0djYxm9axf5o0eT4u1Nhrs7Kd7e5I8ezehdu3g0Nva0hTbfmBgipkw5vmOzsWfOnAadT0RERKQ26rwTh6JfaERERE51+PBh1qxZQ3h4OAN/W5HVkSxdutS+PW7cuDodU3zgAP8ND6eqpASAS7/7ji5jxpz1+UREpO50XyeORp13IiIiIg7O39+fDh06sG/fPo4dO2Z2nFbBMziYPn/9q31/y1//SlVlpYmJREREpK1S8U5ERETEwRmGQc+ePamqqsJqtZodp9Xo8/DDuP62yEf+rl0kv/eeyYlERESkLVLxTkRERETo0qULnp6eJCUlUakOsjpxadeOc2bPtu9vnTGDiuJiExOJiIhIW1TTglgibZrVarXPkVATzZsgIiKOyGKxEBUVxfbt20lNTSUsLMzsSK1C1O23s+ef/+RoYiKlBw6w5x//gJgYs2OJiLR6td2zWa1WwsPDmzGNiLnUeSciIiIiAISGhuLi4kJ8fDxa06xuLC4unP/ii/b9nXPnUpWTY2IiERERaWvUeScOJzw8XN11IiIiNXBxcSE8PJy4uDgOHDhA586dzY7UKnS9+moCRo7k0Jo1VJWUUP7RR7jdfbfZsUREWrXa7tlq68oTaYvUeSciIiIidhERERiGQXx8vNlRWg3DMBj8r3+BYQBQuWYNVSkppmYSERGRtkPFOxERERGx8/DwoHv37mRnZ5Ojxz/rzK9/f8InTTq+Y7NR9s47evRYREREGoWKdyIiIiJykqioKAB139XTwDlzcPL0BKBq924qt241OZGIiIi0BSreiYiIiMhJfHx8CAoKIiMjg6KiIrPjtBqewcH0nT7dvl/+7rtUlZebmEhERETaAhXvREREROQU1d13CQkJJidpXXr/5S8YHTsCYDtwgPjXXzc5kYiIiLR2Kt6JiIiIyCkCAgLw9fVl3759lJWVmR2n1XD29MTlllvs+7/OnMmx3FwTE4mIiEhrp+KdiIiIiJzCMAyioqKorKzEarWaHadVcbrwQizh4QCU5+ayY/ZskxOJiIhIa6binYiIiIjUKCQkBA8PD5KSkqisrDQ7TqthWCy43HabfT/u1VcpSEw0MZGIiIi0Zs5mBxBpblarld69e5/2/T179jRjGhERkZbLYrEQGRnJzp07SUtLo0ePHmZHajWcYmJwGjyYyk2bsJWXs+Xhh7nk88/NjiUi0mrUds9mtVoJ/63DWcQRqPNORERERE4rLCwMZ2dnEhISsNlsZsdpVVz+9CcMFxcAMr74gqy1a01OJCIiIq2ROu/E4YSHh6u7TkREpI5cXFwICwsjISGBrKwsgoODzY7UaliCgoiZNo29L70EwKYHHuDarVsxLPr9XETkTGq7Z6utK0+kLdI3BxERERGpVWRkJIZhEB8fb3aUVqf/k0/i4ucHQN727VjffdfkRCIiItLaqHgnIiIiIrXy9PSkW7duHD58mJycHLPjtCquvr6c8/TT9v1fHn2U8sJCExOJiIhIa6PinYiIiIicUc+ePQGIi4szOUnr0/POO2kXHQ3AsYMH2fnssyYnEhERkdZExTsREREROSMfHx+Cg4PJzMykUJ1j9WJxcWHI/Pn2/T3//CcFVquJiURERKQ1UfFOREREROqkuvtOc9/VX+fRo+ly9dUA2MrK2PLQQyYnEhERkdZCxTsRERERqRN/f3/8/PxITU2ltLTU7Ditzvn//CeGqysAGV9+yf5Vq0xOJCIiIq2BinciIiIiUieGYRAdHU1VVRWJiYlmx2l12kdE0OuBB+z7G6dNo6qiwrxAIiIi0iqoeCciIiIidda5c2fatWuH1WqlvLzc7DitTv8nnsAtIACAwrg44l9/3eREIiIi0tKpeCciIiIidWYYBj179qS8vJzk5GSz47Q6Lu3aMeiFF+z72558ktIjR0xMJCIiIi2dinciIiIiUi/dunXD3d2dhIQEKisrzY7T6oSPH4/foEEAVOTl8euTT5qcSERERFoyZ7MDiDQ3q9VK7969T/v+nj17mjGNiIhI6+Pk5ERkZCS7du0iLS2NHj16mB2pVTEsFoa8/DJfDx0KQMKCBfS86y78+vUzOZmISMtR2z2b1WolPDy8GdOImEuddyIiIiJSb+Hh4Tg7OxMfH4/NZjM7TqvTacgQetx66/Gdqio23Xef/h5FRESkRuq8E4cTHh6u7joREZEGcnFxITw8nPj4eA4cOEDnzp3NjtTqDHr+edI+/ZTK4mIOrV1L2mef0f2GG8yOJSLSItR2z1ZbV55IW6TOOxERERE5K5GRkVgsFuLi4syO0ip5du5Mv8cft+9vfvBBKkpKTEwkIiIiLZGKdyIiIiJyVjw8POjevTtHjhwhOzvb7DitUu+HHsIzNBSA4rQ09rz4ormBREREpMVR8U5EREREzlrPnj0B1H13lpzc3Rn8z3/a93f+7W8UpaebmEhERERaGhXvREREROSstWvXji5dunDgwAHy8/PNjtMqhVx3HYGjRgFQVVLC5r/8xeREIiIi0pKoeCciIiIiDVLdfZeQkGByktbJMAyGvPIKhvPxteTSli7lwOrVJqcSERGRlkLFOxERERFpkI4dO+Lv709qairFxcVmx2mVfHv1Iua+++z7G+65h8qyMhMTiYiISEuh4p2IiIiINFh0dDQ2m43ExESzo7RaA2bNwi0wEIDC+Hhi580zOZGIiIi0BCreiYiIiEiDBQUF0b59e5KTkylTx9hZcWnXjvNfesm+v/3ppynev9/ERCIiItISqHgnIiIiIg1mGAbR0dFUVFRgtVrNjtNq9bjlFjpddBEAlUVFWrxCREREVLwTERERkcYREhKCp6cnCQkJVFRUmB2nVTIMg6GvvQZOTgCkfvghWWvWmBtKRERETKXinYiIiIg0CovFQs+ePSkrK2Pfvn1mx2m1OvTpQ/S999r3N/z5z1SVl5uYSERERMyk4p2IiIiINJoePXrg5uZGfHw8VVVVZsdptc55+mlcO3UCoCA2ltiXXzY5kYiIiJhFxTsRERERaTROTk5ERUVRUlJCWlqa2XFaLVcfH85/8UX7/q8zZ1J84ICJiURERMQsKt6JiIiISKMKDw/H2dmZuLg4bDab2XFarbBbb8X/ggsAqDx6lF8eftjkRCIiImIGFe9EREREpFG5uLgQERFBYWEhmZmZZsdpteyLV1iOf2Xf95//cPCnn0xOJSIiIs1NxTsRERERaXSRkZFYLBZ13zWQX//+9Pzzn+376+++myqt5CsiIuJQVLwTERERkUbn7u5OWFgYubm5HDp0yOw4rdrAZ57B1d8fgII9e4h75RWTE4mIiEhzcjY7gEhzs1qt9O7d+7Tv79mzpxnTiIiItF1RUVFYrVZiY2MJDAw0O06r5erry3l//zvrJk0CYNuTT9J93Di8unQxOZmISNOp7Z7NarUSHh7ejGlEzKXOOxERERFpEl5eXnTr1o3Dhw9z5MgRs+O0auG33XbS4hWbH3jA3EAiIiLSbNR5Jw4nPDxc3XUiIiLNJDo6mtTUVOLi4hg2bJjZcVotw2LhggULWHbOOdgqKkj75BMyvvmGrldcYXY0EZEmUds9W21deSJtkTrvRERERKTJtG/fni5durB//37y8/PNjtOqdejTh14PPWTf33D33VSUlJiYSERERJqDinciIiIi0qSio6MBiIuLMzlJ69f/qafwCAkBoDg1lZ1z5picSERERJqainciIiIi0qT8/PwICAggPT2doqIis+O0ai5eXgx97TX7/u6//5282FgTE4mIiEhTU/FORERERJpcTEwMNpuN+Ph4s6O0eiFXX03X664DwFZezoa77sJms5mcSkRERJqKinciIiIi0uQ6deqEn58f+/bto7S01Ow4rd6Ql1/GydMTgEM//kjye++ZnEhERESaiop3IiIiItLkDMMgOjqaqqoqEhISzI7T6nmFhDDg6aft+5sfeohjOTkmJhIREZGmouKdiIiIiDSLzp070759e6xWK2VlZWbHafV63X8/Pn36AFCWnc3W6dNNTiQiIiJNQcU7EREREWkW1d13FRUVWK1Ws+O0ehYXFy5YuNC+n/jGGxxav97ERCIiItIUVLwTERERkWYTEhKCp6cnCQkJVFRUmB2n1QsYOpSIO+6w76+fOpWq8nITE4mIiEhjU/FORERERJqNxWIhOjqasrIykpOTzY7TJgyaOxfXjh0ByN+zh73/+pe5gURERKRRqXgnIiIiIs0qNDQUd3d34uPjqaysNDtOq+fm58f5//ynff/XmTMp3LfPxEQiIiLSmFS8ExEREZFm5eTkRM+ePSktLSUlJcXsOG1C2K23EjhqFABVJSWsnzoVm81mcioRERFpDCreiYiIiEizCwsLw9XVlbi4OKqqqsyO0+oZhsEFCxdicXMDIGvVKpLfe8/kVCIiItIYVLwTERERkWbn7OxMVFQUxcXFpKWlmR2nTWgfEcGAWbPs+5seeIDSw4fNCyQiIiKNQsU7ERERETFFREQELi4uxMbG6hHPRtL7L3/Bp29fAMpzctj84IMmJxIREZGGUvFOREREREzh4uJCZGQkR48eJT093ew4bYLFxYULFy0Cy/Gv+fv+8x8yv/vO5FQiIiLSECreiYiIiIhpIiIicHZ2VvddI/IfNIiY+++376+fOpXyoiITE4mIiEhDqHgnIiIiIqZxc3MjPDycgoIC9u/fb3acNuOcZ57Bs1s3AIrT0tj+1FMmJxIREZGzpeKdtGhHjx7lnHPOwTAMPvnkE7PjiIiISBOIiorCYrGo+64RuXh5ccHChfb9vf/6F0e2bjUxkYiIiJwtFe+kxaqoqGDcuHFs377d7CgiIiLShNzd3QkLCyM3N5esrCyz47QZXS67jND/+7/jO1VV/Dx5MlXl5eaGEhERkXpT8U5arLvuuovVq1czatQos6OIiIhIE+vZsyeGYaj7rpEN/te/cOnQAYC8nTvZ89JLJicSERGR+lLxTlqkZ555hrfeeos333yT4cOHmx1HREREmpinpyc9evTgyJEjHD582Ow4bYZ7p04MnjfPvr995kwKrFYTE4mIiEh9qXjXhl177bUYhsGsWbPqddwvv/zC5MmTCQ8Px8PDAz8/P84991yeeeYZ8vLymiTrid59912eeuopZs+ezW233dbk1xMREZGW4cTuO2k8YbfeStAllwBQdewY6yZPxlZVZXIqERERqSsV79qotLQ0Vq9eXe/jnn/+eYYMGcLixYtJTk6mtLSU3Nxctm3bxlNPPUWfPn2adA6677//nilTpjB58mSefPLJJruOiIiItDze3t5069aNQ4cOkZ2dbXacNsMwDC544w0sHh4AHPrxR+IXLDA5lYiIiNSVindtSH5+PgkJCSxatIjhw4dTXFxcr+M/+ugjpk+fTmVlJUFBQcyZM4cvvviCDz74gAkTJmAYBpmZmVxzzTXk5OQ0ev7du3dzww03MGrUKBboC6WIiIhDio6OBlD3XSNr16MHg55/3r7/y8MPczQ11cREIiIiUlcq3rURa9aswdfXl549ezJlyhRS6/llrKysjEceeQSAoKAgtmzZwuOPP861117LzTffzJIlS3jzzTcByMjI4KXTTHbs7++PYRh1+jNy5Ej7cYcOHeLKK68kNDSUTz75BGdn57P7ixAREZFWrX379nTt2pWsrCxyc3PNjtOmRN9zD52GDQOgsqiIn6dM0eIgIiIirYAqJALA119/TVpaGgCzZs2ia9eup4yZPHkyb7zxBhs3bmTBggXMnj0bi+Xk+u8jjzxS546/0NBQ+/bevXtJT0/nwgsv5Omnnz5p3Pr16wF455132LhxIzfffDODBg2qz8cTERGRViQmJoaMjAxiY2O54IILzI7TZhgWCxcuXswXfftSdewYB1evJmnRIiKnTDE7moiIiNRCxbs2on///qxcudK+n52dzS233FLn47/++mvg+JwoY8eOPe24m266iY0bN5Kdnc3mzZsZMmTISe9Xd++drQ8++OC07y1btgyAPn36qHgnIiLShvn6+tK5c2cyMzPJz8/Hx8fH7EhtRvvISM6ZM4etDz8MwOYHH6TzZZfhVcMPtyIiItIy6LHZNqJDhw5ceuml9j8XXnhhvY7funUrACEhIXTs2PG04wYOHHjKMY1h5MiR2Gy2Gv/MnDkTgKVLl2Kz2Zg4cWKjXVdERERappiYGEBz3zWFXg8+SMfzzwegorCQ9VOn6vFZERGRFkzFOwEgMTEROPlR1pqEhITYtxMSEpoykoiIiDgwPz8/AgMDSU9Pp6CgwOw4bYrFyYkLlyzBcHUFYP8335D87rsmpxIREZHT0WOzQnFxMYWFhcDxL8q18ff3t29nZWU1aa6mYrVa6d27d4POsWfPnkZKIyIiIqfTu3dvDh48SGxsLIMHDzY7TpviGxPDgFmz+PWxxwDYeN99BI8ejWdwsMnJRMQRNPR+zGq1Eh4e3khpRFo+dd4JRUVF9m0PD49ax7q5udV4nIiIiEhj69ixI4GBgaSlpdl/aJTG0+fhh+nw25QoFfn5bLjzTj0+KyIi0gKp804oLS21b7u4uNQ69sT3S0pKmizTiWbNmsWsWbMa7Xzh4eHqnBMREWklevXqxcGDB9m7d6+67xqZxdmZi95+m2UDB2IrLydj2TL2ffghYfVY9ExE5Gw09H6soZ17Iq2NOu/kpG66ysrKWseWl5fbt8/UpSciIiLSUP7+/gQEBKj7rol06NOH/k88Yd/feM89lBw8aGIiERER+T0V7wRPT0/7dllZWa1jT+zSO/E4ERERkaZS3WGhlWebRt8ZM/Dp2xeA8txc1k2ZosdnRUREWhA9Nit4e3vj7e3N0aNHycvLq3XskSNH7NtBQUFNnKxpnGnBCj1SKyIi0rKc2H3Xq1cvvL29zY7UplhcXBj+7rssP+88bOXlZH71FUlLlhA5aZLZ0UTEgdV2z6YFK8TRqPNOAIiIiAAgLS2t1nEnvh8ZGdmkmURERESq9erVC5vNxt69e82O0ib59e/PgJkz7fub7ruPo6mpJiYSERGRauq8EwAGDhzI9u3bSUpKIi8vD19f3xrHbdu2zb59zjnnNFO6xqUFK0RERFqfTp060alTJ3XfNaE+jz5K2pdfcmTzZiqPHuWnCRO4/PvvMSz6vV9Eml9t92xasEIcjf5LLABcfvnlwPEFKz7++OPTjqt+z9fXl6FDhzZLNhERERE4frNms9k0910TsTg7M/y997C4uwNwaO1aYufPNzmViIiIqHgnAFxzzTUEBwcDMHv2bA4cOHDKmCVLlrBx40YAJk+ejJOTU7NmFBEREcdW3X2XmprK0aNHzY7TJrWPjGTQCy/Y97dOn05+XJyJiURERETFuzaitLSUlJQU+5+MjAz7e3l5eSe9l52dfcrx7u7uPPvsswBkZmZy3nnnMXfuXJYtW8ZHH33ElClTmDJlCgCBgYE8+uijzfPBRERERE5QPfeduu+aTvQ99xA4ahQAVceO8eP48VRVVJicSkRExHFpzrs2YuPGjYz67UvW782bN4958+bZ9ydMmMCSJUtOGTdp0iT27dvHnDlzyMzMZMaMGaeMCQoKYtmyZQQEBDRa9uam1WZFRERar06dOuHv709qaiq9evXCy8vL7EhtjmGxcNHbb/N5nz5UFBSQ88sv7HruOfo/+aTZ0UTEgWi1WZH/UeednGT27NmsW7eO8ePHExoairu7Oz4+PgwYMICZM2eyZ88eBg0aZHZMERERcVCGYWjuu2bgFRLCkJdftu/vmD2bIycsXCYiIiLNR513bcTIkSOx2WyNcq6hQ4e26cUotNqsiIhI61bdfZeSkkJMTIy675pI2PjxpPz3v2R8+SW2igp+vPVWrt22DaffFrQQEWlKWm1W5H/UeSciIiIirYphGJr7rhkYhsEFb7yBq78/AAWxsWx7/HGTU4mIiDgeFe9EREREpNUJCAigY8eOpKSkUFRUZHacNssjIIALFi607+996SUOrF5tYiIRERHHo+KdiIiIiLQ6J859FxcXZ3acNq37H/5A+MSJ9v0fx4/nWE6OeYFEREQcjOa8E4ej1WZFRETahuruu3379hETE4Onp6fZkdqswfPnk7V2LUX79lF64ADrbr+dUf/9L4ZhmB1NRNoorTYr8j/qvBMRERGRVklz3zUfl3btGPH+++DkBED6Z5+RtGSJuaFEREQchDrvxOFotVkREZG2IzAw0N59Fx0drZVnm1CnIUPo/+ST7Jg1C4BN06YReNFFtI+IMDeYiLRJWm1W5H/UeSciIiIirZZhGPTp0webzcbevXvNjtPm9Xv8cToOGQJAZVERa//v/6gqLzc5lYiISNum4p2IiIiItGoBAQF06tSJ1NRUCgsLzY7TplmcnRnx/vs4eXsDkLNlCzueecbkVCIiIm2binciIiIi0upVrzyr7rum165HD4a++qp9f+ezz3Jo/XoTE4mIiLRtKt6JiIiISKvXqVMnAgMDSUtLo6CgwOw4bV7Y+PF0v/FGAIz27ck7fNjkRCIiIm2XFqwQERERkTahd+/eHDx4kL179zLkt3nZpGkYhsHQ118HDw+yR4wgycWFHuXluLi4mB1NRESkzVHxThyO1WqtdXUirUQrIiLSOnXs2JGgoCDS09OJiYnBx8fH7EhtmluHDoxcsoSkpCR+/fVXtm7dyuDBgzEMw+xoItIG1HbPZrVaCQ8Pb8Y0IubSY7MiIiIi0mb06dMH0I9xzSk8PJzOnTuTnp5OSkqK2XFERETaHHXeicMJDw/XF3qRZjBz5kxmz57NLbfcwvvvv292nEZTXFzMxRdfzJYtW1i1ahWjRo0yO5KInKBDhw507tyZzMxMcnNz6dChg9mR2jzDMDjvvPNYsWIFv/76Kx07dqR9+/ZmxxKRVq62e7bauvJE2iJ13om0AikpKRiGcdIfT09PevXqxWOPPUZaWtpJ45csWXLK+N//mThxYoNznXidl19++bTjxo4dax/Xmn+Rr+nvcdasWWbHapHWrVvHs88+y4gRI1iyZMlJ761fv54///nPDBgwAG9vb9zc3AgLC2PatGkcPs2E58eOHeOZZ54hOjoad3d3/Pz8uPrqq9myZctpM7z//vsMGTKEdu3a4e39/+3dd3yN9///8efJTiRElk0q9l4hdiiKovXhg7YUaT8duGmrrWptRQefVkvVqBE1PuhEzQpqBbH3iBGzVhKCSCTn94ffOV+nGRIZ50Qe99vN7Xac631d1+tK8s7JeZ739X67KygoKEMh4o4dO9L93rq5uWn58uUqU6aMevXqpZs3bz72mAByl+lNHR/W5R4nJycFBQUpOTlZ27dvV1JSkrVLAgDgqcHIOyAPKVu2rDp37iyj0ajbt2/rr7/+0meffabvvvtO69atU/369S3aN2/eXPXq1Uv1WIGBgdla24QJE/TWW2+lmKj65MmT+vXXX7P1XNby/vvv69atW5o5c6b5e9GoUSNrl2VzjEaj3nzzTbm5uWn+/PlycnKy2D5ixAiFhYUpMDBQL7/8sgwGg7Zt26YpU6Zo+fLl2rVrl3x9fS2O98ILL2jNmjWqVauWXn/9dd24cUPLli3TunXrtHbtWjVv3tziHOPHj9fQoUNVvHhx9ejRQwaDQX/88YdeeeUVRUVFaciQIRbtIyMj9dVXX+nChQtau3btY6/R19dXs2fPVosWLTRixAhNmTIlC18xANnN09NTJUuW1IULF3Tz5k15eXlZu6R8wcfHR1WrVtWhQ4e0f/9+1alTx9olAQDwVCC8A/KQypUra+LEiRbPjR07VsOHD9ebb76pvXv3Wmzr0KGDPvjggxyv69lnn9X69es1b948vfbaaxbbJkyYIFdXV1WvXl3h4eE5XktOmjhxos6ePauZM2em+r3AQz/99JMOHz6sMWPGqGTJkim2//vf/9bMmTP1zDPPmJ8zGo1644039MMPP+jrr7/W+PHjzdsWL16sNWvW6JVXXtG8efNkZ/dw0Pj+/fsVFBSkfv36WYyuiYqK0ujRo1W5cmVt27ZNnp6ekqTY2FgFBQVp5MiR6tmzp0Vt58+f19SpUzN1ncHBwerUqZNmzZqloUOHqlixYpnaH0DOqlKlii5cuKBDhw6pWbNm1i4n36hUqZKuXr2qyMhI+fn5pfo6AAAAMofbZoE87qOPPlKBAgW0b98+xcTEPNExRo0aJYPBoODg4Cfav0ePHnrmmWf0+eefW9wmc+XKFc2bN09vvvmmvL29U+yXnJysXr16qWbNmvLz85Ojo6MKFy6s4OBg/fzzzyna9+nTRwaDQeHh4Zo6dapq1qwpJycnizcGK1asUOvWreXp6Wm+tfjll1/O0GiqrBg3bpwMBoO++eabVLdPmTLF4vbiGzduqFu3bqpataq8vb3l6OgoX19ftW3bVhs2bEixf3BwsAwGg06ePKlhw4apYsWKcnZ2VqlSpTR69GglJyen2CcmJkYffvihAgIC5OzsrCJFiuiVV17RyZMnLdpVqFBBTk5Oun79eqq116tXT87Ozmlu/6dJkybJwcFBb7/9dqrb33zzTYvgTnp4S3K/fv0kKUUI/eOPP0p6OJrOFNxJUs2aNdW9e3cdOXJEu3fvNj+/ePFiJSQkaMiQIebgTpIKFSqkjz76SAkJCVq8eLHFOYKDg2U0GmU0GrV06dIMXackvfXWW4qPj9e0adMyvA+A3FGoUCGVLl1af//9d4Z/fyHrDAaD6tevLycnJ0VEROjOnTvWLgkAgDyP8A7I4xwdHc23qiYkJFilBgcHB33wwQc6deqUlixZYn5+0qRJkh7ebpqa5ORkLVmyRAUKFFDbtm3Vv39/tW/fXocOHVLXrl01Z86cVPfr2rWrBg8erMqVK+vtt99W69atJUkzZ85Ux44ddeDAAXXu3Fl9+/ZV0aJFtXTpUo0YMSJ7L/of+vTpI3t7+xTzu5mEhobK2dlZr7zyiiQpOjpaK1askJ+fn1544QX169dPzZs319atW9W6dWv9+eefqR6nQYMGmjp1qho0aKCQkBAlJCRo1KhRKUaNxcTEqFGjRpo4caK8vLzUp08f1a5dW//73/8UGBioPXv2mNuGhIQoMTFRCxYsSHG+w4cPa/fu3XrhhRfk4+Pz2K9DdHS0duzYoeeeey5D7R8VHx8vSSkml9+xY4eKFy+u0qVLp9inYcOGkmQxqnPHjh0W2x7XPitat24tX19frVy5MluOByB7ValSRRJz3+U2V1dX1a9fX4mJiQoPD2f+OwAAsojbZoE8btOmTYqJiVHp0qXl5+dnsW3FihW6cuVKin0CAwPVvXt38/99fHxUsWLFVMORjAoJCdGYMWM0fvx49ejRQ7dv39a0adPUp08fFS9ePNV9HBwcFBMTI1dXV4vnL1y4oLJly2rChAnq27dviv0qVqyo0NDQFLfijBkzRh4eHjpy5IjFSL9Lly7l+Lx7JUqUUJs2bbRq1SodOHBANWrUMG87cuSIIiIi9NJLL5nnXfL391dMTEyK+eB27typBg0a6KuvvlKrVq1SnKdLly6aMGGCeUTZoEGDVLlyZX3zzTcaMGCAud3HH3+so0ePasyYMRo+fLj5+bVr16pDhw7q3bu3Dhw4IIPBoN69e2vYsGEKDQ3VO++8Y3G+0NBQSdLrr7+eoa9DWFiYkpKS1K1btwy1f5RptGXjxo3Nz92+fVs3btxQ9erVU93H9LN15swZ83Omx6mN9kytfVY4ODioU6dOmj17tm7cuJHqOQFYj4eHh8qUKaNz587p6tWrKV4nkXOKFSumihUr6vjx4zpw4IBq165t7ZIAAMizCO+Q70RGRqa7tHhe+HQ+OTlZN27cUFhYmN577z1JD4Orf9q0aZM2bdqU4vnevXtbhHcDBgywCH6ehIuLi9577z0NGTJEy5Yt0/HjxxUXF6fBgwenu5+rq6sSEhIUERGh48ePKzo6WrGxsfLw8NCpU6dS3eeLL75IdQ4dUxj2zzCwePHi6t+//5NfXAa99tprWrVqlebOnauvvvrK/LwpAHt0PkAHh4e/fu/cuaNdu3bp1KlTiomJUWxsrOzt7dO89s8++8ziVtDy5curXLlyOnXqlBITE+Xo6KjExETNmzdP/v7+GjZsmMX+bdq0UY8ePfTjjz8qPDxcDRs2VLFixdSuXTutWLHCInhMSkrSggULVKZMmVSDxNRERkZKkurWrZuh9ib79u3Td999pxIlSlishHz79m1Jkru7e6r7ubm5SZJu3bqVoX1Sa59VdevW1axZs3T69GnCO8AGValSRVFRUTp8+LB8fX1lMBisXVK+Ua1aNd28eVOnTp2St7d3lj4kBJD/pPeeLTIyUgEBAblYDWBd3DYL5CF//PGHDAaD7O3t5efnpx49eiguLk7ff/+9evfunaL9hAkTzPN4PfovrVs7s+rtt99WoUKF9Omnn2rSpEnq0aOHypYtm+4+X3zxhYoVK6bGjRsrJCRE77//vsaMGaObN28qMTExU+fv2LGjbt68qVq1amnUqFFatWqVrl27lpVLypROnTrJx8dHCxYs0IMHDyQ9DFrnz5+vsmXLqmXLlua2CQkJ+vDDD1WkSBG1aNFC//nPf/Thhx9q7NixSkpKytQt0N7e3kpKSjIHUseOHdPdu3fVsGHDVN+kmka2/fPWWen/gkZJWrdunS5duqS+fftazDWXHtPXu1SpUhmu/+zZs+rQoYOSk5P1v//9TwUKFDBvMxqNkv4v7Pwn0/ZHrzO9fVJrn1UlSpSQpFz9WQOQce7u7vL399f169d19epVa5eTr9jZ2SkoKEguLi6KiIjI1g9OAADITxh5h3wnICAgT4yuS03ZsmXVuXNn2dnZycPDQxUrVtRzzz2nQoUKWbs0SVLBggXVv39/jR8/XgaDQR9//HG67SdMmKAhQ4aoZMmSGj58uBo3bqzSpUurcOHCqlOnTqa/Tz/88IN8fHwUGhqq0aNHS3oY0rRo0UJTp05VxYoVn/jaMsLR0VG9evXS119/rVWrVqljx47mAGzs2LEWgdF7772nqVOnqnLlynr33XdVv359lShRQoULF7YYWZfR80r/F0zFxsZKeni7WGoKFiwoSRYLnHTo0EF+fn5asGCBvvjiCzk4OCg0NFR2dnap3rqcFtMxHw3g0nP69Gm1bNlSV69e1U8//aQmTZpYbDddw71791Ld/+7du5IsR9k9us8/60itfVaZzvGkC8YAyHmVK1fW2bNndejQIfn5+TH6Lhe5uLgoKChImzZt0rZt29SqVas0P5ABgEel914gvVF5wNOIkXdAHlK5cmVNnDhRX375pYYPH65u3brZTHBn8u6778rV1VWdOnV67Ivq999/LycnJ23dulXvvvuuAgMDVaRIkRTzwGWUm5ubvv32W12/fl0RERGaNm2a2rZtq7CwMLVv3948Gi4nmW6NNY1gCw0Nlb29vcWtoImJifrhhx/k5+en8PBwvfHGG6pVq5Z8fX2z5Q2N6WcitfkOpYdzAEqyCAlNwePff/+t1atXKzY2Vr/99ptat26dqducTMc0hWTp2bNnjxo1aqTr169r2bJl6tSpU4o2BQsWlJeXl86fP5/qMc6dOydJFqvXmh5HRUVlqH1WxcXFSVKmQ1cAuadAgQIqW7asbt68qcuXL1u7nHzH19dX1atX1+3btxUREWH+sAkAAGQM4R2AbOXr66tjx45l6NbcK1euqGTJktk+B46jo6Pq1q2rN998UytXrlTr1q11+vRp83xsOalq1aqqX7++li9frjNnzui3335T27ZtzbdWSg9XZE1ISFC1atXMo+CyU6VKleTm5qaIiIhUb7/dtm2bJKlOnToWz5uCx7lz52rJkiWKj4/P8EIVJr6+vpL02DfHq1atUvPmzZWUlKSwsDC1bds2zbYNGjTQ33//neqnr2FhYZKk+vXrW7R/dNvj2mfVhQsXJImJ8AEbV7lyZdnb2+vQoUOER1ZQoUIFFS9eXOfPn8+V12MAAJ4mhHcANGXKFFWqVEmvvvpqthyvdOnSGRqFVL58eZ0/f15nz541P5ecnKxvvvkmzQUb0nLr1i299NJLKd4QJCYm6tq1a7KzszOv9CpJDx480OjRozVq1CgdOXIkU+d6nJCQECUkJKh79+66d+9eigDMz89PhQoV0oEDB8y3uErS/fv3NWzYsAyNWkuPo6OjevbsqUuXLqVYyGTNmjX67bffVKVKFQUFBVlsq1y5soKCgrR8+XJNmTJFvr6+euGFFzJ1btPEwY/Op/dP3377rTp27KjSpUtrx44djw3SXnnlFUnSl19+afGG+8CBA1q9erXKly+vwMBA8/PdunWTo6Ojpk6dal68Qnr4MzJt2jQ5Ojo+0Wq4aYmIiJDBYMjW0XwAsp+rq6vKlSun2NjYNEfzIucYDAYFBgaqQIEC2rdvn27evGntkgAAyDOYcAKArl+/ruPHj6to0aK5et6PPvpIr7zyigIDA9WpUyc5ODhow4YNOnfunOzt7TN1LNNiB6Z506pWraqEhARt3LhRJ0+e1KBBg8yjwiRp165dGjVqlFxdXfXuu+9m6BwffPCBebLto0eP6oMPPlCbNm3Upk0bi3YvvfSSBg0apF27dqlIkSLq0KFDimMNHjxYQ4cOVY0aNdS2bVs9ePBAa9asUWxsbIYXh0jPZ599pk2bNmncuHFavXq16tatq6ioKK1du1bu7u4KDQ1Ndc6n1157TeHh4Tpw4IAGDRpknk8vo1q2bCl7e3v9/PPP6tGjR4rtUVFReuedd2Rvb6/GjRtr6tSpqR6nR48eqlevnqSHX885c+Zo3rx5OnLkiIKCgnTjxg0tW7ZMSUlJmjp1qsW1mFbZHTlypKpWrap27drJaDRq1apVunDhgkaPHi1/f3+L850/f16LFy+WJB08eFDSwxGKEydOlCS1a9cu1dvAExIS9Pvvv6tu3bqsNAvkARUrVlRkZKQOHz6skiVLZsvvW2Sck5OTGjZsqLCwMG3fvl2tWrWSs7OztcsCAMDmEd4BsJqXX35ZSUlJ+vzzz7VgwQL5+vrq2Wef1bJly9S1a9dMLVhRqFAh/fLLL1q0aJG2bdumrVu3ysvLS5UqVdJnn32mLl26WLTfuHGjpIfBUEbnKvvvf/9rfnz69Gn997//lbu7e4rwrmDBguratavmzZun3r17pzqP3ZAhQ+Ti4qKpU6cqNDRUxYsXV+fOnTVkyJBsWVjDy8tL27dv19ixY/XLL79ozpw58vT0VLdu3TRq1Kg0z9G9e3e9++67unPnTqZvmZWkwoULq0GDBlqxYoViY2NTzMmYnJwsSUpKStLMmTPTPE61atXM4Z2dnZ2WL1+uzz//XIsWLdKMGTNUoEABNWvWTMOHD1fDhg1T7D9ixAj5+/trypQpmj9/vgwGg6pWrapx48alOsI0MjJSH374ocVz69at07p16yRJPj4+qYZ3f/zxh6Kjo9W+ffvHfGUA2AJnZ2dVrFhRhw8f1tmzZx+7Ijqyn2lRqoiICO3cuVNNmjRhAREAAB7DYGTSD+QjpjffeXW1WWSfNm3aaN26ddq1a5c5JEL2WLp0qbp166YvvvhCgwcPtnY5Oapp06aKiIjQ6dOnVaxYMWuXAyADEhMTtWrVKtnZ2aldu3ayt7fX0qVLzdv//e9/Z/kc2X28p43RaFRERITOnj2rSpUqqXr16tYuCUAew/s65DfcKwAg30lMTNTWrVsVGBhIcJcDunbtqmrVqmns2LHmlW2fRvPnz9eWLVv0+uuvE9wBeYijo6MqVaqke/fusXCClRgMBtWpU0deXl46duwYcxACAPAY3DaLfCcyMjLV299M+PTm6bdz507dvXtXb7/9trVLeSoZDAZNmzZNzZs3V79+/fTrr78+dbdEXbp0SR988IFKliyp0aNHW7scAJkUEBCgEydO6OjRoyw2YyX29vZq1KiReRS8h4dHhqexAJA/pPeeLTIy0rxQGpAfMPIOQL6zYcMGeXp6prqgArJH48aNNWzYMP3+++/66KOPrF1OtoqNjdXzzz+va9euad68eRarGAPIG+zt7c0LG504ccLa5eRbrq6uatSokZKTk7Vt2zbdv3/f2iUBAGCTmPMO+QpzIwAAAOnhAjpr1qxRfHy8Hjx4YH6eOe9y3+nTp7V79275+fmpadOmrAIM4LF4X4f8hldGAAAA5Dt2dnaqVq2aRXAH6yhbtqzKli2rq1ev6uDBg9YuBwAAm0N4BwAAgHypZMmSzLNmI2rXri1vb2+dOHFC586ds3Y5AADYFMI7AAAA5EsGg0HVqlWzdhnQw5GQjRo1kqurqyIiIhQdHW3tkgAAsBmEdwAAAMi3ihYtau0S8P+5uLioUaNGkqStW7cqPj7eyhUBAGAbCO8AAACQbxkMBmuXgEd4eXmpXr16unfvnrZu3aqkpCRrlwQAgNUR3gEAAAD/X0xMjLVLyPfKlCmjSpUq6ebNm9q5c6eMRqO1SwIAwKoI7wAAAID/79ChQ9YuAZKqVaumkiVL6sKFCzp8+LC1ywEAwKoI7wAAyKP69Okjg8GgiIgIa5eSLebMmSODwaDg4GAlJCRYu5xsk5ycrBdffFEGg0GhoaHWLgePcfnyZd24ccPaZeR7BoNBgYGBKly4sI4ePaqzZ89auyQAAKyG8A7IY/bu3as33nhDFStWVIECBeTi4qJnnnlG3bp106JFiyze8I4aNUoGgyHdf6NGjcpyTY+eZ/ny5Wm2CwwMNLfLy0zX+9NPP6XZZsCAATIYDNq4cWOO1RERESGDwaA+ffrk2Dnyqt9//11NmjSRm5ubfHx81KZNG23btu2Jj2f6ubW3t9fBgwfTbBMcHPzE58jvTp06pYEDB6py5cr67bff5OTkZN526NAhvf/++6pfv74KFSokJycnlSpVSn369NHp06dTPV5ycrKmTJmiWrVqyc3NTYUKFVLLli21Zs2aNGtYs2aNWrZsqUKFCsnNzU21atXS5MmTlZycnG7tUVFRcnZ2TrMv2tnZadGiRQoMDNSAAQMUGRn5+C8IrOrgwYPcqmkDHBwc1KRJE/MKtNeuXbN2SQAAWIWDtQsAkDHJycl6//33NWnSJNnZ2alJkyZq1aqVHjx4oJMnT+r333/X0qVL1aRJE23evNli344dO6pChQqpHte0qlt2GTdunDp27Jji+fXr1z81o4Ng23799Vf961//kqenp15++WXFxMTot99+08aNG7VlyxbVr1//iY7r5eWlmzdv6uOPP9aKFSuyuWoMHDhQ9+7d0/z58+Xp6WmxbdKkSZo1a5aqV6+url27ytnZWXv27FFoaKiWLVum7du3q2LFihb7vPXWW5o5c6bKlSunPn366O7du1q2bJnatm2rhQsX6qWXXrJov3DhQvXs2VOenp7q3Lmz3NzctG7dOg0cOFCHDx/WtGnTLNpHR0drxIgRunLlitauXfvYkYKurq6aP3++qlevrnfeeYefIRvm7++vs2fP6u+//2YlWhvg4uKiJk2aaMOGDdq2bZueffZZubu7W7ssAAByFeEdkEcMGzZMkyZNUsWKFbV06VJVr17dYvu1a9f0xRdfpDrS69VXX1XXrl1zvMZnn31W69ev1/r16/Xss89abPviiy9UunRpubi46MSJEzleC/KvsWPHymAwaOvWrapSpYok6euvv9agQYM0f/78Jw7vqlevLg8PD61YsUJbtmxRkyZNsrPsfG3Xrl1atWqVQkJCVKdOnRTbW7RooYEDB6pGjRoWz3/66acaMWKERo8erYULF5qfDw8P18yZMxUcHKzVq1fL2dlZknThwgXVqVNHAwcOVKdOnVSgQAFJUlxcnAYOHChfX1/t3r1bJUuWlCTdv39fbdu21fTp0xUSEmLxsxMbG6spU6Zk6jorVKigt956S99++6327NmT6rXC+qpWraqoqCgdOHBARYoUyfOjxZ8Gnp6eCgoK0pYtW7R582Y9++yzFqNzAQB42nHbLPKdyMhIVa1aNc1/tigyMlITJkyQh4eH1qxZkyK4kyRfX19NnDhRP//88xOfxzR/1pPehjlgwAB5eHho3LhxFs/v3btX69at0wcffCBHR8cU+924cUPdunVT1apV5e3tLUdHR/n6+qpt27basGFDivbBwcEyGAw6f/68xo8fr0qVKsnR0VGNGzc2t5k3b56aNGkiDw8PeXh4qEaNGgoJCdHOnTuf6Nqyy6BBg1SvXj0VK1ZMjo6OKliwoBo0aKAZM2akaPvo7bmLFi1Sw4YN5eLiogIFCujbb79VYGCgJCk0NNTiVmhTgGv6fv71118aN26cKlWqJGdnZ/n7+2v8+PFKTk7WqVOn9Nprr6lYsWJydnZWjRo1tGrVqhS1zJ49W82aNTMHsK6urqpcubI++eQTxcXFWbTduHGjDAaDBgwYoHXr1un555+Xp6enXF1d1bJly1RvOzUYDKpWrZqOHz+ukJAQFS9eXM7OzqpWrVqmf6YvXLggb29vc3AnyRySmEKcJzV+/HjZ2dlpyJAhGd4nLi5OI0eOVOXKleXi4iJPT0+1adNGmzZtsmh39uxZGQwGdejQIcUx0tuWmr1796pQoULy8fExT74/d+5cGQwGTZw4MUX7tLaZvi9Hjx5Vz5495evrKzc3NzVq1Mg8wveXX35RcHCw3N3dVbBgQXXt2lVXr17NUJ0mkyZNkvRw9F1qXnnllRTBnfTwd47peh/1448/SpJGjx5t8T0vWbKk+vXrp+vXr2v16tXm51etWqUbN26of//+5uBOevjzMnLkSItjmvj7+8toNMpoNGrXrl0ZvVS99dZbkqRvvvkmw/sgd7m5ual8+fKKjY1VVFSUtcvB/1esWDHVqlVLcXFx2rZt22NvZweQ96X3no0pKJDfMPIOyANCQ0P14MEDvf766ypTpky6bR+3PSd5enrqrbfe0oQJE7R9+3Y1bNhQ0sNRd35+fnr99dc1ffr0FPtFR0drxYoVatCggRo0aCAPDw9dvHhRa9asUevWrbV69Wq1atUqxX4NGzbUvXv31KFDBz333HPmYHDo0KEaP368/P399dJLL8ne3l779u3T3LlzdffuXf3vf//L2S9EOn755Rd5e3urZcuW8vX1VUxMjP7880+9+eabunjxokaPHp1in3fffVfXrl1Tu3bt9Oabb+ratWuqWbOmevbsqfnz56tq1apq27atuX2pUqUs9n/xxReVnJysjh07qkWLFvrll180dOhQhYeH688//5Sfn59eeOEFxcXFafHixercubMiIyNVokQJ8zE2bNigS5cuqUGDBipatKgSExO1fft2ffbZZ9q2bZs2bNiQYnTKwoUL9d1336lRo0bq1auXTpw4obVr16pdu3Y6deqUXFxcLNqfOXNGNWrUUKlSpSzq6datm/bu3ZtqeJOaoKAgLVu2TKtWrVK7du0kSevWrZMkdenSJUPHSEv16tX1yiuv6Mcff9Ty5ctTvUX8UdHR0QoODtaBAwfUokULtWjRQtHR0Vq5cqWeffZZ/fLLL+rUqVOWavqn48eP67nnnpOdnZ3WrVunatWqZel4Z86cUa1atVShQgV169ZNf//9t37++We1a9dOzZs316pVqxQcHGwOx3/++WfFx8dn+LbQ5ORkrVmzRlWrVlXNmjUzVVt8fLwkqXDhwhbP79ixQ3Z2dmrQoEGKfUy/l8LDw80/Dzt27LDY9qgGDRrIYDAoPDw8U7WlpXLlyqpVq5ZWr14to9HIqC4bValSJZ0+fVqHDh1SyZIlZW9vb+2SIKlcuXK6ffu2IiMjFRERYZ5LFwCApx3hHfKdgIAAHT582NplZMrWrVslySKgyYx58+al+sazTZs2atOmjfn/xYoVU8WKFVWsWLEnK1QPR5Z9++23GjdunFasWKHTp0/rp59+0tixY+Xq6prqPv7+/oqJiUlxC8zOnTvVoEEDffXVV6mGd40bN9a0adMs3rjfvXtXEydOVEBAgA4ePGhxzpMnT5q/ltkhra+rpDTPc+TIEbm5uVk8Fxsbq8qVK+vrr7/W8OHD5eBg+avZ19dXa9eutRhJJkkFChTQ/PnzVa9evVRHU5m0aNFC06ZNk6+vryTpP//5j+rWras//vhDn3zyiYYPH27+2teuXVsffPCBZs+ereHDh5uPMX369BR1G41GdezYUX/88Yd27dqV4nZUd3d3LVy40OLntnfv3po3b55+/vlnvfLKKxbtk5OT9fnnn2vgwIHmN8otW7ZUSEiIJk+erJkzZ6Z5jY+aPHmyDh06pBdffFEffPCB4uLiNGvWLH3//fcKCgrSlStXdOzYMQUEBKQIOjNizJgxWrx4sT755BM9//zzsrNLexD7wIEDdezYMa1du1atW7c2P3/58mXVqlVL7733XraGd1FRUWrdurXi4+O1bt061a5dO8vHTE5O1ldffaV+/fqZ3yQPHDhQkydP1sGDB7Vu3TrzbfIPHjxQ/fr19ccffygqKkqlS5d+7PH37t2rGzdupDnqLj2mUZmPjrqVHgaOBQoUSHWkZfHixc1tHm0vSd7e3inau7q6qnDhwhbts6pLly4aPny49u3bly3fI2Q/JycnVa5cWQcOHFBkZGSa88YidxkMBtWqVUt3797VuXPn5OrqmurdCACeDum9Z7PVO6aAnEJ4B+QBly9flpRyRFVGpbUCrLu7u0V499lnn+mzzz57onOYFC1aVH379tW0adO0b98+zZgxQ+7u7urXr1+a+5jCqjt37mjXrl06deqUYmJiFBsbK3t7e506dSrV/b777rsUI27u3bunhIQEubi4pHjjXr58eZUvXz5L1/eo9FbWTYubm5uSk5O1Z88eHTlyRDdv3lRsbKxcXFx0+fJlXb161RwumAwdOjRFcJcZH3/8sTm4kx7eQlqwYEFJD+cMe1SLFi0kPQw6/1m36fm9e/fq6tWrio2N1Z07dyQ9XCn0n+Fdp06dUgTO7dq107x581Kd9zAgIEDvvfdeivaSMjVPYunSpdWvXz8NHjxYEyZMkNFo1IYNG8xz1K1evVp9+/bV119/rXfffTfDxzXx9/c3z1s2f/58vfrqq6m2u379uhYtWqQ+ffpYBHfSw6C8S5cu+v777xUZGamAgIBM1/FP165dU5s2bXTjxg2tXr061VFnTyIgIED9+/e3eC44OFiTJ09W586dLea3NK0MuXfvXp06dSpD4Z3ptpe6detmqq4LFy5ozJgxcnd31zvvvGOx7fbt2/Lx8Ul1P9PP8q1btyzaS0pzEnw3Nzf9/fffmaovPaZrPXXqFOGdDStXrpxOnjypo0ePyt/fnznWbISdnZ2CgoK0adMmHTt2TK6uripXrpy1ywIAIEcR3gF5gNFozNL+S5cuzZUFK0w+/PBDzZw5Ux9++KG2bt2qQYMGmcOi1CQkJGjo0KH6/vvvzWHQP7dnlLe3txo2bKjt27erXr166tatmwIDA1W3bt0UK1hmVXpf1wEDBui7775L8fzcuXM1dOhQXbp0KdX9MnOtWVGwYEFFR0eneL5QoUKSlGJbeHi4+vfvrz179qR6vIzWbRrZdPPmzRxpL0nvvPOO5syZo02bNikhIUGdO3fWv/71Ly1fvtwi0PpnSJoZw4YN05w5czRy5Ej16NEj1Tf1u3btUlJSkmbNmqVZs2aleazLly9nOby7deuWnnvuOZ07d04rVqxQ06ZNs3S8xzH9nCQlJaW5LbWfr9Rcu3ZNUuY+nLh586bat29vDkgfnadOevg7858jWB/dJsniVjvTc+ntk5235pluSTddO2yTvb29qlWrpl27dun48eOM8LIhpg8KwsLCtHfvXrm4uKT4PQAAwNOEBSuAPKBIkSKSlGcmzi5btqy6d++uP//8UwaD4bGjm9577z1NnDhRpUuX1vTp080juxITE82rQWbGsmXL1KtXLx09elQff/yxWrVqJV9fX/3rX/8yj2K0hqVLl6pv3766d++exo4dq61bt+rixYuKj4/X888/n6u1pDV/k+n5RwPjM2fOqHXr1tq3b5/69eunNWvW6PTp04qLi9OXX36ZqfOa5iXMaCCd2fZ//fWXvv32W73//vtq0qSJWrZsqb/++ksODg5q2bKlli9fbg6VKlasmKnaH+Xr66tBgwbp7Nmz+v7771NtYwocmzZtqvfffz/Nf1m5Td2kT58+2rt3rzw8PPTMM89k+XiPk978X6n9DKUnJiZGkjLc169fv65WrVrp4MGDmjJlirp3756ijYeHh+7du5fq/nfv3pVkOcrOw8NDktLdJ61ReU/CdK2ma4ftKlOmjAoWLKiTJ0+m+fMB63B2dlazZs3k4uKiHTt2EIYDAJ5qjLwD8gDT7SF//PGHnnvuOWuXkyFDhgzRokWL9J///CfN29ckKTExUT/88IP8/PwUHh6e7gi9jPLx8dG8efM0ffp07du3T7t27dKSJUv066+/6vr16/rrr7+yfI4nYQp5Vq1alW23NOaGH3/8UXFxcfr888/10UcfWWyztYnC16xZI0mqV6+e+bmaNWtq+/btatu2rTp37qzSpUurbNmymV4c4Z/ef/99TZ06VePGjdNrr72WYrspEAoMDEx3TkIT09fywYMHma4lOTlZn376qYYPH662bdtq27ZtKfpdVo6fk0wjYk2hWnrOnDmjtm3b6vTp05ozZ06aK2M/88wz2rdvn+Li4lKEbufOnTO3ebS99PADkn/OoXPr1i3FxMSYVyzODqYVmrN7NDCyn8FgUI0aNbRlyxYdPnzY4ncLrK9AgQJq2rSpNmzYoK1bt6pFixbm0b8AADxNGHkH5AE9e/aUwWDQrFmzdPr06XTb3rhxI5eqSl/16tV18uRJjRs3Lt120dHRSkhIULVq1bIluHuUq6urGjZsqIEDB2rz5s2qUKGCtmzZYl6hMrdduXJF9vb2KeaGe1KmW/xy+lbbK1euSJIaNWqUo+fJDqZRdaaAxqRMmTLaunWr6tatqzNnzigoKCjL5/Lw8NCwYcN07do1/fe//02x3TSv2e+//56hnzkvLy9JmbtF2OTHH3/UsGHD9Omnn+rkyZPq0KFDijDMND/kkxw/J5nmY3zcqNhdu3apYcOGunDhgn799dc0gzvp4QqxycnJ2rRpU4ptYWFhkmTRD01humnbozZs2CCj0Zht/VZ6OF+fJPn5+WXbMZFzihYtKl9fX505c8ZirkTYBk9PTzVq1EgPHjzQ5s2bM/RBAAAAeQ3hHZAHVKtWTW+//bbu3r2rtm3bau/evSna3LlzR59//rl69uz5xOf5+OOPValSJX388cdZKdcsICDgsbfC+fn5qVChQjpw4IBiY2PNz9+/f1/Dhg3L9B/hR44cUb9+/cyBk8nt27d169YtFSxY0GJ+suvXr2vUqFEaNWpUmvPQZZfy5csrKSlJ27dvt3h+4cKFT7QKrmnOtu3bt+v+/fvZUmNqTIt8bN682eL5iIgIzZkzJ8fO+yRMi1J8/vnn5oDE5Pz587p06ZJKliyphQsXauTIkVk+31tvvSV/f/9Uw7sSJUqoQ4cOioyMVP/+/VMEeNHR0frkk0/M//fw8FDRokW1d+9enT9/3vz8zZs3H1uraZTfsGHD9Prrr2vHjh3q0aOHxZx0ptuEV69ercTERPPzhw8fTvPW39xgmu8vrfkUpYe3nDdv3lwODg7666+/1KFDh3SPaVrJ+KuvvrK41osXL2rBggUqXLiweTEU6eHCKIULF9a8efMsQsSEhARNmjRJkvTyyy9n+trSEhERIUnZslAJcp7BYDDPd3fw4EErV4PUFClSRPXr19e9e/f0119/5dr8sQAA5BZumwXyiEmTJikuLk7z5s1T3bp11bBhQ/Ntf2fOnNGWLVsUFxenTp06PfE5Ll++rOPHj+f6vHCDBw/W0KFDVaNGDbVt21YPHjzQmjVrFBsbKzu7zH3GkJCQoO+//15z585V8+bNVa5cOd25c0dr167VlStX9O2331occ926dRo9erRKliyp4cOHZ/elWfjwww+1fPlyPffcc3rxxRdVsGBBbdu2Tfv37zeHL5nh5+enpk2bavPmzWrYsKECAwMVFRWlL7/8MlsnVu/du7e++OILDRs2TNu2bdMzzzyjEydOaP369U9Ud07q0aOHQkNDtXbtWlWsWFFt27ZV8eLFdezYMW3YsEHdu3fX7Nmz1a1bN40ZM0Z2dnZZCvGcnJw0ZsyYNFecnTlzppo3b67Zs2dr3bp1aty4sby9vRUZGamNGzcqPj5e48ePN7cfNGiQBg8erCZNmqhjx46KjY3VH3/8kamavv/+e128eFHLly9Xv379NH36dEkPw7v27dtr5cqVatKkiYKCgnT69GmtWbMmW+dzy6zatWvL29tbP//8s4YMGZJqm+7du8toNKpZs2ZatGiRFi1alKJNmzZtzKtnN27cWH379tWcOXNUo0YNtWjRQvfu3dPy5ct148YNzZkzx+Jn18PDQ19//bX69OmjGjVqqGPHjnJxcdH69et14sQJ9e3b1xwMm9y6dUszZsyQ9H8j6Q4fPmy+RbpRo0ZpjlZdsmSJ/Pz8VKtWrcx9sWA13t7eKlGihC5evKjr16+nOx0ErKN06dKKj4/X/v37tWXLFjVr1izNRWgAAMhreEUD8ghHR0eFhobq1Vdf1Q8//KDw8HDt2bNHdnZ2KlGihLp06aKuXbtajCbJK4YMGSIXFxdNnTpVoaGhKl68uDp37qwhQ4ZkelGBqlWrat68eVqyZIl27typ9evXy8/PTzVq1NC8efPUsmVLi/YbN26UJL3xxhvpTsKfHZo0aaKVK1dq2LBh+umnn1SoUCE1bdpU06dP15gxYzId0kgPQ4D33ntPYWFhOnbsmMqWLStXV9dsrdvLy0t//fWX3n33XW3evFlbt25VzZo1NX/+fF24cEEffvhhtp4vK+zs7PTHH39o8uTJCg0N1cqVK+Xk5KQ6depo0aJF+ve//y1JWrx4sZ577jmNGjVKdnZ2WQpuX3nlFU2YMCHVETlFixZVRESEvv32W/3yyy9avny5jEajypQpo+7du6dYbGHQoEG6ffu2Zs2apRkzZsjf318DBw5Uly5dVKNGjQzV4+DgoCVLlig4OFgzZsxQiRIlNGLECElSaGio3nnnHf3xxx86cOCAatSooRkzZig5OTnVeftyg52dnZ577jktXLhQx48fT7XPmxa/SC20M3F3dzeHd9LD4LRGjRqaPXu25syZI0dHR9WpU0eDBw9W+/btU+zfu3dv+fj4aMKECfrpp5+UmJioChUqaNKkSRowYECK9jdv3kzxsx8REWEeVTdy5MhUw7u9e/fqyJEjevXVV21uzkikr3r16rp06ZIOHDigFi1a8P2zQRUqVFB8fLyOHz+urVu3qkmTJjn+2g4AQG4wGDO6HBzwFDBNRH748GErVwJbUaFCBZ09e1bnzp3LllU/AWTerl27VL9+fb399tuaOnWqtcvJUT179tSCBQu0e/fubF0EA1mzdOlS82NTyJ+a3bt36/Tp02rcuLF56oKsHA/Zz2g0au/evYqMjFSxYsXUqFGjTI/iB2D7eF+H/IZXMgD51qVLl3Ty5Em9+OKLBHeAFQUGBqp9+/aaMWOG9u3bZ+1ycsyWLVu0YMECdejQgeAuj6pSpYrs7e118OBBJScnW7scpMJgMKh27doqU6aMLl++rJ07d4qxCgCAvI7wDkC+tWHDBknS22+/beVKAHzzzTdydXXVG2+8kaMLsFjL7du39cYbb8jDw8O8CAbyHldXV1WoUEG3bt1Ksao1bIfBYFC9evVUokQJnT9/Xrt37ybAAwDkaYR3APKtDRs2qFKlSmrRooW1SwHyvXLlymny5MnatWuX+vTp81SNakpMTFTXrl119OhRTZ48mVVm87iKFSvKyclJhw8f1oMHD6xdDtJgZ2enBg0aqEiRIjpz5oz2799PgAcAyLNYsAJAvvXDDz9YuwQAj+jTp4/69Olj7TKynaOjo9asWWPtMpBNHB0dVaVKFe3bt0+nTp1SpUqVrF0S0mBvb69GjRpp8+bNOnnypBwdHc3zZAEAkJcw8g4AAADIhICAABUoUEBHjx59Km/zfpo4ODioSZMmKly4sI4cOaLjx49buyQAADKN8A4AAADIBDs7O1WvXl0PHjxgpcM8wNHRUU2bNlXBggV14MABnTx50tolAQCQKYR3AAAAQCaVLFlS3t7eOn36tG7dumXtcvAYzs7Oat68uTw8PLRv3z4CPABAnkJ4BwAAAGSSwWBQzZo1ZTQadeDAAWuXgwxwcXFRcHAwAR4AIM9hwQrkO5GRkelOVsztLwAAICO8vb1VsmRJXbhwQVevXpWfn5+1S8JjmAK8jRs3at++fTIajapQoYK1ywKQivTes0VGRrJ6O/IVRt4BAAAAT6hGjRqys7PT/v37ZTQarV0OMuDREXj79+/XiRMnrF0SAADpYuQd8p2AgABG1wEAgGxRoEABlStXTidOnNC5c+fk7+9v7ZKQAaYAb9OmTdq/f78kMQIPsDHpvWdLb1Qe8DRi5B0AAACQBZUrV5aTk5MOHTqkBw8eWLscZJCLi4uaN2+uggULMgIPAGDTCO8AAACALHByclKVKlV07949FkHIY/4Z4B07dszaJQEAkALhHQAAAJBFAQEBcnd3J/zJg0wBXqFChXTw4EEdOnSI+QsBADaF8A4AAADIIjs7O9WoUYPbZvMo0xx4Xl5eOnr0qHklWgAAbAHhHQAAAJANihcvLh8fH2uXgSfk5OSkZs2aydfXV6dOnVJERAQBHgDAJhDeAQAAANnAYDCoZs2a1i4DWeDo6KgmTZqoaNGiOnv2rMLDw5WcnGztsgAA+RzhHQAAAJBNvLy8rF0CssjBwUGNGzdWiRIldOHCBW3btk1JSUnWLgsAkI8R3gEAAAA5hNsu8yY7OzsFBQWpTJkyunz5sjZv3qzExERrlwUAyKcI7wAAAIAccvbsWWuXgCdkZ2enwMBABQQE6Nq1a9q0aZPu379v7bIAAPkQ4R0AAACQQw4dOsQKtHmYwWBQ7dq1VblyZUVHRyssLEx37tyxdlkAgHyG8A4AAADIIfHx8Tp27Ji1y0AWGAwGVatWTbVr11ZcXJzCwsIUExNj7bIAAPkI4R0AAACQQwoWLKjjx48zWuspUK5cOQUFBSkhIUEbN27UtWvXrF0SACCfILwDAAAAckitWrWUnJysgwcPWrsUZINSpUqpadOmMhqN+uuvv3Tx4kVrlwQAyAcI7wAAAIAcUqRIERUrVkznz59npNZTws/PT8HBwXJ0dNS2bdsUGRlp7ZIAAE85wjvkK5GRkfyBBeSiqlWrqmrVqtYuA8hX6He2p2bNmjIYDNq3b5+MRqO1y0E2KFy4sFq2bKkCBQooODhY5cqV43sL5CLe1yG/IbwDAAAAcpCHh4fKly+vmJgYnT171trlIJu4u7urZcuWsre31/379xUREaHk5GRrlwUAeAoR3gEAAAA5rEqVKnJ2dtbBgweVmJho7XKQTVxcXOTm5iYHBwedPXtWmzdv5vsLAMh2hHcAAABADnN0dFS1atV0//59HT161NrlIBsZDAa5ubmpbNmyunr1qsLCwnT37l1rlwUAeIoQ3sGm9OnTRwaDIc1/QUFB1i4RAADgiTzzzDPy9PTUyZMnFRcXZ+1ykM3q1KmjGjVq6NatW1q/fr2io6OtXRIA4CnhYO0CgNT07NlTRYoUSfF8mTJlrFANAABA1hkMBtWqVUsbN27U/v371bhxY2uXhGxkMBhUsWJFubm5aefOndqwYYOCgoJUvHhxa5cGAMjjCO9gk9555x3Vq1fP2mUAAABkK19fX5UsWVIXLlzQ33//neqHlcjbSpUqJVdXV23dulVbt25V7dq1Va5cOWuXBQDIw7htFgAAAMhFNWrUkJ2dnfbt28fqpE8pHx8fPfvss3J3d9fevXu1f/9+GY1Ga5cFAMijCO+eYp06dZLBYNCoUaMytV9ERIRCQkIUEBAgV1dXeXl5qW7duvr0008VExOTI7UCAADkFwUKFFDFihV169YtnTlzxtrlIIe4u7urZcuW8vb21okTJ7R9+3YlJSVZuywAQB5EePeUioqK0vr16zO93xdffKGgoCDNmTNHp0+fVnx8vKKjo7Vnzx6NGDFC1apV0759+7K/4H9o3LixeeWuatWq6eOPP9bNmzdz/Lz5SdWqVVW1alVrl5Gq3Kwtp86VHcfNyjGeZN/M7GPLPz+2ypa/ZrldW06cL7uOmZv9Lqfbw7a/Zt27d9f777+vQ4cOKSEhIUfPxWvdk+2THdfn7Oys5s2bq2TJkrp48aI2btyo+Pj4LB3Tltlyn+O1LuvHyek+96TnAPIDwrunSGxsrE6cOKHZs2erWbNmmV6ifvHixRoyZIiSkpJUtGhRjR07Vr///rsWLVqk3r17y2Aw6OLFi+rYsWOOBWnFixdX+/bt1atXLw0YMEDt27fXxYsX9fnnn6t+/foEeAAA4Knh4uKihIQEHTlyxNqlIAfZ29srKChIlSpV0s2bN/Xnn39yNwsAIFNYsOIpsXHjRrVo0eKJ909ISNDgwYMlSUWLFtWuXbtUsmRJ8/YePXqoWbNmeu2113ThwgV99dVXGjt2bIrj+Pj46MaNGxk6Z/PmzbVx40aL58aPH5+i3Z07d/Tyyy9r2bJl+vzzz/Xll19m4soAAABsk6Ojo7y8vHTq1CmVLVtWBQsWtHZJyCEGg0HVq1eXh4eHdu/erbCwMFaiBQBkGOEdJEkrV65UVFSUJGnUqFEWwZ1JSEiIZs6cqfDwcE2fPl1jxoyRnZ3l4M3BgwdneMSfv79/htoVKFBAX375pZYtW6awsLAM7QMAAJAX1KpVS2FhYdq/f7+aNm1q7XKQw/z9/eXu7m5eibZ69eqqWLGiDAaDtUsDANgwwrunRM2aNbVu3Trz/69fv66XXnopw/uvXLlS0sNPBbt27Zpmu+7duys8PFzXr1/Xzp07FRQUZLHdNHovu5k+lYyLi8uR4wMAAFiDt7e3SpcuraioKF26dImRWPmAj4+PWrVqpS1btujgwYO6ffu26tSpI3t7e2uXBgCwUYR3T4nChQurVatW5v9fuHAhU/vv3r1bklSqVCl5e3un2a5OnToW+/wzvMsp+/fvlyRVqFAhV84HAACQW2rUqKFLly5p3759KlKkCCFOPlCgQAG1bNlS4eHhOnv2rOLi4tSoUSM5OztbuzQAgA1iwQpIkk6ePCnp8beylipVyvz4xIkT2VrD/v37NXXq1BQrcN2+fVvvv/++JKl3797Zek4AAABrc3V1VZUqVXTnzh0dP37c2uUglzg6OqpJkyYqX768rl+/rvXr1+vWrVvWLgsAYIMYeQfdvXtXt2/fliR5eXml29bHx8f8+MqVK9laR3R0tPr3769PPvlEzZs3V5kyZXTt2jWFhYXp6tWrCgkJUZcuXbJ0jsTERCUnJ8vFxSVLxwkICMjS/rYgMjJSkmxyKfbcrC2nzpUdx83KMZ5k38zsk9G2tvxzltts+WuR27XlxPmy65i52e9yqr0t/6zltox+LR4NTEaNGpXl82bkeKnVFhcXp+TkZLm7u6eYVzgreK17sn1ys88lJibq3r17MhgMcnV1lYND3nybZsu/f3ity/pxsrPPmZ7/p4SEBEl67Pu1+/fvZ+vvScDWGYxGo9HaRSD7XbhwwTxKbuTIken+IXrt2jX5+flJkl566SUtXLgwzbYJCQnm4fzPP/+8VqxYkW01R0dHa8qUKVq/fr3Onj2rK1euyMnJSTVr1tQbb7yhXr16ZfkcRYsW1bVr1+To6Jil4zwN4R0AAAAAWENa4V1GJSYmytfXN9sHlAC2Km9+pINs9ehtqo8LtR7dfu/evWyto3Dhwho+fLiGDx+ercd9FL/cAQAAAABAXsI4U1hMjJuUlJRu28TERPNjV1fXHKsJAAAAAAAAhHeQ5ObmZn5smmMgLY+O0nt0PwAAAAAAAGQ/wjvI3d1d7u7ukqSYmJh02964ccP8uGjRojlZFgAAAAAAQL5HeAdJUrly5SRJUVFR6bZ7dHv58uVztCYAAAAAAID8jvAOkqQ6depIkk6dOpXu6Ls9e/aYH9euXTunywIAAAAAAMjXCO8gSWrbtq2khwtWLFmyJM12pm2enp5q2LBhrtQGAAAAAACQXxHeQZLUsWNHFStWTJI0ZswYXb58OUWbuXPnKjw8XJIUEhIie3v7XK0RAAAAAAAgv3GwdgHIHvHx8bpy5Yr5/48+jomJ0dmzZ83/d3d3l4+Pj8X+Li4uGjdunEJCQnTx4kUFBgZqwIABqlq1qu7evau1a9dq7ty5kqQiRYroo48+ytHrAQAAAAAAgGQwGo1GaxeBrNu4caNatGiRoba9e/c2B3H/NGLECI0dO1Zp/VgULVpUy5cvV7169Z60VAAAAAAAAGQQt83CwpgxY7R161b16tVL/v7+cnFxUaFChVSrVi2NHDlShw8fJrgDAAAAAADIJYy8AwAAAAAAAGwUI+8AAAAAAAAAG0V4BwAAAAAAANgowjsAAIA8Zu7cuTIYDDIYDBYrygOwHvolYJvom3gaEN7B5nTq1EkGg0GjRo3K1H4REREKCQlRQECAXF1d5eXlpbp16+rTTz9VTExMjtQK5AXW7lP0TSClJ+2XAFJn7dc64Glj7T5F3wQsOVi7AOBRUVFRWr9+fab3++KLLzR06FAlJSWZn4uPj1d0dLT27Nmj6dOna8WKFapVq1Y2VgvYPmv3KfomkNKT9ksAqbP2ax3wtLF2n6JvAikR3sHqYmNj9ffff2vLli0aM2aM7t69m6n9Fy9erCFDhkiSihYtqgEDBqh69eq6e/euVq9erXnz5unixYvq2LGj9u/fLy8vr5y4DMBm2Eqfom8C/yer/RKAJVt5rQOeFrbSp+ibQBqMgBVt2LDBKCnVfyNHjnzs/vfv3zeWLl3aKMlYtGhR4/nz51O0mTVrlvmYQ4cOzYGrAGyHrfQp+ibwf7LaL1MzZ84c8zHOnDmTrfUCts5WXuv+iX6JvMpW+hR9E0gbc94hT1u5cqWioqIkSaNGjVLJkiVTtAkJCVFQUJAkafr06UpOTs7VGoG8JLv6FH0TAGCreI0Cshd/PwI5j/AOVlWzZk2tW7fO/G/RokWZ2n/lypWSJIPBoK5du6bZrnv37pKk69eva+fOnY897qhRo8wrEknSlStXNHToUFWvXl0FChRQ4cKF1aRJEy1YsMBivx07dqhv377y9/eXs7OzfHx81KlTJ0VERGTquoAnZSt9ir4J/J+s9ssnde7cOZUoUUIGg0EeHh7asWOHeRt9CXmZrbzWPQn6JWyRrfQp+iaQDmsP/QMedf78+UwN0a5Tp45RkrF06dLpttu0aZP5uFOmTHnscUeOHGlu/9VXXxnd3NzSHEo+aNAg482bN40vvfRSmm2cnZ2NmzZtyuiXAcg21upT9E0gbZntl6l53C1AV69eNVaoUMEoyeji4mLcsGGDxXb6Ep4mtvL3I/0ST4un7e9H+iaeBixYgTzt5MmTkiR/f/9025UqVcr8+MSJE5k6x6BBg2Rvb6/u3burQ4cOKly4sI4eParPP/9cN27c0FdffaX58+fr6tWr8vT0VJ8+fdS4cWM5OjoqLCxM3333ne7fv6+33npLR44cyfQ1Arkpu/oUfROwntu3b6tdu3Y6ceKEHB0d9dNPPyk4ODjN9vQl5De58Rr1T/RLPM3y0t+P/0TfRF5BeIc86+7du7p9+7YkPXaVIR8fH/PjK1euZOo8gYGBmjNnjqpWrWp+7vnnn1f9+vXVvHlzSdLVq1fVo0cPffvtt/L19TW3e+GFF1S4cGGNHj1aR48e1Z49e1SnTp1MnR/ILdnVp+ibgPUkJCSoc+fO2r17t+zs7DR//nw9//zz6e5DX0J+kluvUY+iX+Jpltf+fnwUfRN5CXPeIc+6c+eO+bGrq2u6bZ2dnVPdLyO2bt1q8cvZpFmzZuYXjubNm2vRokUWv5xNunTpYn68e/fuTJ0byE3Z1afom4B1JCcnq2fPnlq/fr0MBoNmzpypbt26PXY/+hLyk9x6jTKhX+Jpl9f+fjShbyKvIbxDnhUfH29+7OjomG7bR7ffu3cvU+dJ79j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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 600
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Demo 2: \n",
      "craterstats.py -f png -pi 1 -title Cumulative fit -subtitle with resurfacing correction -cs 3 -p source=sample/Pickering.scc,psym=1 -p type=c-fit,range=[.2,.7],resurf=1,psym=10\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 600
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Demo 3: \n",
      "craterstats.py -f png -pi 1 -cs 3 -title Cumulative fit with resurfacing correction -subtitle showing all corrected data points -p source=sample/Pickering.scc,psym=1 -p type=c-fit,range=[.2,.7],resurf=1,psym=10,resurf_showall=1\n"
     ]
    },
    {
     "data": {
      "image/png": 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Ikjw8PFLt5+7uLkm6fv16hvqk1j6r6tWrp9mzZ+v48eOEdwAAAACyHeEdkIf89ttvMplMNtuKFCmiadOmqXfv3inaT5gwIVcWrLB4++239dlnn2nMmDE6d+6cunfvrkqVKqXb5/PPP9cXX3yhq1evZvn8HTp00MKFC1WnTh298soratiwoerXr2+zcmlO6tixo0qXLq358+friy++kJOTk5KTkzVv3jxVqlRJLVq0sLZNSEjQsGHDNG3aNN26dSvFsTJzC3SpUqV0+PBhXb9+XaVKldKhQ4cUFxenRo0apagX6d7Mth9//FF79+613kYaFBSklStXKjQ0VF9++aUkKTw8XOfOnVNwcLDNs+bSc+nSJUlShQoVMjz+kydPqn379kpOTta///1vFS5c2LrPbDZL+r+w80GW/fdfZ3p9UmufVeXLl5f0f9cOAAAAANmJZ94BeUilSpX0/vvv68MPP1RISIgWLVqk06dP66233rL30CRJRYsW1YABA7Rnzx5FR0fr448/Trf9hAkTNHToULm7u+urr77Szp07FR0drTt37sjPzy/T5//+++/1//7f/9OFCxc0evRotWvXTmXKlNFzzz2nw4cPP+plZZizs7N69eqlixcvavXq1ZL+LwALCgqyCYzee+89TZw4URUrVtSMGTO0b98+Xbx4UYmJiTbhVUbPK/1fMBUbGyvpXrCbmqJFi0qSzQIn7du3l5eXl+bPn6+7d+9Kujdj0MHBIdVbl9NiOWZGr+H48eMKDAzUxYsXtWTJEjVp0sRmv+Uabt++nWr/uLg4Sbaz7NLrk1r7rLJc66MuGAMAAAAA6WHmHZCHVK9eXRMnTrT3MNL17rvv6quvvlKrVq0eGsBNmzZNhQoV0tatW7P0vD0Ld3d3ffPNN/ryyy914MAB7d69W7/++qtWr16tdu3a6fDhw2nO4Mou/fr101dffaXQ0FB16NBBoaGhcnR0tLkVNDExUd9//728vLwUERFhDdOyS7FixSQp1ecdSveeASjJ5vZbS/D45Zdfas2aNXr22Wf1yy+/qGXLlpn62ViOGRcXl2Z4aLF37161a9dON2/e1PLly9WmTZsUbYoWLaqSJUvq9OnTqR7jn3/+kSSb1WufeOIJ7du3T6dOnVL16tUf2j6rbt68Kcn2+wkAAAAA2YWZdwCylaenpw4dOpTmqqv3i46O1mOPPZYtwd39nJ2dVa9ePb355ptatWqVWrZsqePHj1ufx5aT/Pz81KBBA61YsUInTpzQL7/8ojZt2lhvrZTurciakJCgGjVqZHtwJ0lPPvmk3N3dtXv37lRvv922bZskqW7dujbbLc/kmzt3rhYvXqz4+PgML1RhYblF+fz58+m2W716tZo1a6akpCRt2LAh1eDOomHDhrpw4YIiIyNT7NuwYYMkqUGDBjbt79/3sPZZdebMGUlKsWAMAAAAAGQHwjsA+vbbb/Xkk0/qtddey5bjVaxYMUOzkKpUqaLTp0/r5MmT1m3JycmaPHlymgs2pOX69evq0aNHioAuMTFRly5dkoODg3WlV0m6e/euRo8ereDgYB08eDBT53qYoKAgJSQkqFu3brp9+3aKAMzLy0vFihXTgQMHrLe4StKdO3c0fPhw662dj8rZ2Vk9e/bUuXPnUixksnbtWv3yyy966qmnFBAQYLOvevXqCggI0IoVK/Ttt9/K09NTL774YqbO7evrK+nerLq0fPPNN+rQoYMqVqyoHTt2PDRIe/XVVyVJX3zxhfXWYEk6cOCA1qxZoypVqsjf39+6vWvXrnJ2dtbUqVOti1dI92pk+vTpcnZ2fqTVcNOye/dumUymbJ3NBwAAAAAW3DYLQJcvX9bhw4fl7e2dq+f96KOP9Oqrr8rf318dO3aUk5OTNm7cqH/++UeOjo6ZOpZlsYOlS5eqSZMm8vPzU0JCgjZt2qSjR49q8ODBNgtX7Nq1S8HBwXJzc9O7776boXN88MEH1lVK//77b33wwQdq1aqVWrVqZdOuR48eGjx4sHbt2qUyZcqoffv2KY41ZMgQDRs2TLVq1VKbNm109+5drV27VrGxsRleHCI9n332mTZv3qxx48ZpzZo1qlevnk6dOqV169bJw8NDoaGhqS7a0K9fP0VEROjAgQMaPHiw9Xl6GdWiRQs5Ojrqp59+Uvfu3VPsP3XqlN555x05OjqqcePGmjp1aqrH6d69u+rXry/p3vdzzpw5CgsL08GDBxUQEKArV65o+fLlSkpK0tSpU22uxbLK7qhRo+Tn56e2bdvKbDZr9erVOnPmjEaPHi0fHx+b850+fVqLFi2SJP3111+S7s1QtNym3rZt21RvA09ISNCvv/6qevXqsdIsAAAAgBxBeIcCJyoqKt1nsaV2ax5yxiuvvKKkpCSNHz9e8+fPl6enp5577jktX75cXbp0ydTPolixYlq2bJkWLlyobdu2aevWrSpZsqSefPJJffbZZ+rcubNN+02bNkm6Fwxl9FllllVYpXsLLXz55Zfy8PBIEd4VLVpUXbp0UVhYmHr37p3qc/aGDh0qV1dXTZ06VaGhoSpXrpw6deqkoUOHqlq1ahm+7rSULFlS27dv19ixY7Vs2TLNmTNHxYsXV9euXRUcHJzmObp166Z3331Xt27dyvQts5JUokQJNWzYUCtXrlRsbKz1+XsWycnJkqSkpCTNmjUrzePUqFHDGt45ODhoxYoVGj9+vBYuXKiZM2eqcOHCatq0qUaMGGFdMfd+I0eOlI+Pj7799lvNmzdPJpNJfn5+GjduXKozTKOiovThhx/abAsPD1d4eLgkqXTp0qm+b/z222+6du2a2rVr95DvDAAAADIjvc9sUVFR1js+gILAZL7/HiQgn/Pz83voGz3hXcHQqlUrhYeHa9euXdaQCNljyZIl6tq1qz7//HMNGTLE3sPJUc8++6x2796t48ePq2zZsvYeDlDgLFu2TElJSXJ0dNTLL79s7+EAALJRRsI7PruhoGDmHQoc3uSRmJiorVu3yt/fn+AuB3Tp0kU1atTQ2LFj1bNnT5UrV87eQ8oR8+bN05YtWzRw4ECCOwAAgGyW3me29II9ID9iwQoABc7OnTsVFxent99+295DyZdMJpOmT5+uuLg49e/fX/lxgve5c+f0wQcf6LHHHtPo0aPtPRwAAAAA+RjhHYACZ+PGjSpevHiqCyogezRu3FjDhw/Xr7/+qo8++sjew8lWsbGxeuGFF3Tp0iWFhYXZrGIMAAAAANmNZ96hQLFMr+a2WQAA8j6eeQcABROf61DQMPMOAAAAAAAAMCjCOwAAAAAAAMCgCO8AAAAAAAAAgyK8AwAAAAAAAAyK8A4AAAAAAAAwKMI7AAAAAAAAwKAI7wAAAAAAAACDIrwDACCP6tOnj0wmk3bv3m3voWSLOXPmyGQyKTAwUAkJCfYeTrZJTk7WSy+9JJPJpNDQUHsPBwAAAHkM4R2Qx+zbt09vvPGGqlWrpsKFC8vV1VVPPPGEunbtqoULF9p84A0ODpbJZEr3X3BwcJbHdP95VqxYkWY7f39/a7u8zHK9S5cuTbPNwIEDZTKZtGnTphwbx+7du2UymdSnT58cO0de9euvv6pJkyZyd3dX6dKl1apVK23btu2Rj2epW0dHR/31119ptgkMDHzkcxR0x44d06BBg1S9enX98ssvKlSokHXff//7X73//vtq0KCBihUrpkKFCqlChQrq06ePjh8/nurxkpOT9e2336pOnTpyd3dXsWLF1KJFC61duzbNMaxdu1YtWrRQsWLF5O7urjp16mjKlClKTk5Od+ynTp2Si4tLmv8tOjg4aOHChfL399fAgQMVFRX18G8IAAAA8L+c7D0AABmTnJys999/X19//bUcHBzUpEkTPf/887p7966OHj2qX3/9VUuWLFGTJk30xx9/2PTt0KGDqlatmupxn3nmmWwd57hx49ShQ4cU29evX59vZgfB2H7++We9/PLLKl68uF555RXFxMTol19+0aZNm7RlyxY1aNDgkY5bsmRJXb16VR9//LFWrlyZzaPGoEGDdPv2bc2bN0/Fixe32ff1119r9uzZqlmzprp06SIXFxft3btXoaGhWr58ubZv365q1arZ9Hnrrbc0a9YsVa5cWX369FFcXJyWL1+uNm3aaMGCBerRo4dN+wULFqhnz54qXry4OnXqJHd3d4WHh2vQoEGKjIzU9OnTbdpfu3ZNI0eOVHR0tNatW/fQmYJubm6aN2+eatasqXfeeYcaAgAAQIYR3gF5xPDhw/X111+rWrVqWrJkiWrWrGmz/9KlS/r8889Tnen12muvqUuXLjk+xueee07r16/X+vXr9dxzz9ns+/zzz1WxYkW5urrqyJEjOT4WFFxjx46VyWTS1q1b9dRTT0mSvvrqKw0ePFjz5s175PCuZs2aKlKkiFauXKktW7aoSZMm2TnsAm3Xrl1avXq1goKCVLdu3RT7mzdvrkGDBqlWrVo228eMGaORI0dq9OjRWrBggXV7RESEZs2apcDAQK1Zs0YuLi6SpDNnzqhu3boaNGiQOnbsqMKFC0uSbt68qUGDBsnT01N79uzRY489Jkm6c+eO2rRpoxkzZigoKMimdmJjY/Xtt99m6jqrVq2qt956S99884327t2b6rUCAAAAD+K2WSAPiIqK0oQJE1SkSBGtXbs2RXAnSZ6enpo4caJ++umnRz6P5flZj3ob5sCBA1WkSBGNGzfOZvu+ffsUHh6uDz74QM7Ozin6XblyRV27dpWfn59KlSolZ2dneXp6qk2bNtq4cWOK9oGBgTKZTDp9+rQ+/fRTPfnkk3J2dlbjxo2tbcLCwtSkSRMVKVJERYoUUa1atRQUFKSdO3c+0rVll8GDB6t+/foqW7asnJ2dVbRoUTVs2FAzZ85M0fb+23MXLlyoRo0aydXVVYULF9Y333wjf39/SVJoaKjNrdCWANfy8/z99981btw4Pfnkk3JxcZGPj48+/fRTJScn69ixY+rXr5/Kli0rFxcX1apVS6tXr04xlh9++EFNmza1BrBubm6qXr26PvnkE928edOm7aZNm2QymTRw4ECFh4frhRdeUPHixeXm5qYWLVqketupyWRSjRo1dPjwYQUFBalcuXJycXFRjRo1Ml3TZ86cUalSpazBnSRrSGIJcR7Vp59+KgcHBw0dOjTDfW7evKlRo0apevXqcnV1VfHixdWqVStt3rzZpt3JkydlMpnUvn37FMdIb19q9u3bp2LFiql06dL673//K0maO3euTCaTJk6cmKJ9WvssP5e///5bPXv2lKenp9zd3fXMM89YZ/guW7ZMgYGB8vDwUNGiRdWlSxddvHgxQ+O0+PrrryXdm32XmldffTVFcCfde8+xXO/9fvzxR0nS6NGjbX7mjz32mPr376/Lly9rzZo11u2rV6/WlStXNGDAAGtwJ92rl1GjRtkc08LHx0dms1lms1m7du3K6KXqrbfekiRNnjw5w30AAABQsDHzDsgDQkNDdffuXb3++ut6/PHH0237sP05qXjx4nrrrbc0YcIEbd++XY0aNZJ0b9adl5eXXn/9dc2YMSNFv2vXrmnlypVq2LChGjZsqCJFiujs2bNau3atWrZsqTVr1uj5559P0a9Ro0a6ffu22rdvr9atW1uDwWHDhunTTz+Vj4+PevToIUdHR+3fv19z585VXFyc/v3vf+fsNyIdy5YtU6lSpdSiRQt5enoqJiZG//nPf/Tmm2/q7NmzGj16dIo+7777ri5duqS2bdvqzTff1KVLl1S7dm317NlT8+bNk5+fn9q0aWNtX6FCBZv+L730kpKTk9WhQwc1b95cy5Yt07BhwxQREaH//Oc/8vLy0osvvqibN29q0aJF6tSpk6KiolS+fHnrMTZu3Khz586pYcOG8vb2VmJiorZv367PPvtM27Zt08aNG1M8y3DBggX67rvv9Mwzz6hXr146cuSI1q1bp7Zt2+rYsWNydXW1aX/ixAnVqlVLFSpUsBlP165dtW/fvlTDm9QEBARo+fLlWr16tdq2bStJCg8PlyR17tw5Q8dIS82aNfXqq6/qxx9/1IoVK1K9Rfx+165dU2BgoA4cOKDmzZurefPmunbtmlatWqXnnntOy5YtU8eOHbM0pgcdPnxYrVu3loODg8LDw1WjRo0sHe/EiROqU6eOqlatqq5du+rChQv66aef1LZtWzVr1kyrV69WYGCgNRz/6aefFB8fn+HbQpOTk7V27Vr5+fmpdu3amRpbfHy8JKlEiRI223fs2CEHBwc1bNgwRR/L+1JERIS1Hnbs2GGz734NGzaUyWRSREREpsaWlurVq6tOnTpas2aNzGZznn8GKAAAAHIe4R2QB2zdulWSbAKazAgLC0v1g2erVq3UqlUr69dly5ZVtWrVVLZs2UcbqO7NLPvmm280btw4rVy5UsePH9fSpUs1duxYubm5pdrHx8dHMTExNg+ol6SdO3eqYcOGmjRpUqrhXePGjTV9+nSbD+5xcXGaOHGifH199ddff9mc8+jRo9bvZXZI6/sqKc3zHDx4UO7u7jbbYmNjVb16dX311VcaMWKEnJxs35o9PT21bt06m5lkklS4cGHNmzdP9evXT3U2lUXz5s01ffp0eXp6SpL+53/+R/Xq1dNvv/2mTz75RCNGjLB+759++ml98MEH+uGHHzRixAjrMWbMmJFi3GazWR06dNBvv/2mXbt2pbgd1cPDQwsWLLCp2969eyssLEw//fSTXn31VZv2ycnJGj9+vAYNGiRHR0dJUosWLRQUFKQpU6Zo1qxZaV7j/aZMmaL//ve/eumll/TBBx/o5s2bmj17tqZNm6aAgABFR0fr0KFD8vX1TRF0ZkRISIgWLVqkTz75RC+88IIcHNKexD5o0CAdOnRI69atU8uWLa3bz58/rzp16ui9997L1vDu1KlTatmypeLj4xUeHq6nn346y8dMTk7WpEmT1L9/f2vQNGjQIE2ZMkV//fWXwsPDrbfJ3717Vw0aNNBvv/2mU6dOqWLFig89/r59+3TlypU0Z92lxzIr8/5Zt9K9wLFw4cKpzrQsV66ctc397SWpVKlSKdq7ubmpRIkSNu2zqnPnzhoxYoT279+fLT8jAAAA5G+Ed0AecP78eUkpZ1RlVForwHp4eNiEd5999pk+++yzRzqHhbe3t/r27avp06dr//79mjlzpjw8PNS/f/80+1jCqlu3bmnXrl06duyYYmJiFBsbK0dHRx07dizVft99912KGTe3b99WQkKCXF1dU3xwr1KliqpUqZKl67tfeivrpsXd3V3Jycnau3evDh48qKtXryo2Nlaurq46f/68Ll68aA0XLIYNG5YiuMuMjz/+2BrcSfduIS1atKike88Mu1/z5s0l3Qs6Hxy3Zfu+fft08eJFxcbG6tatW5LurRT6YHjXsWPHFIFz27ZtFRYWlupzD319ffXee++laC8pU89JrFixovr3768hQ4ZowoQJMpvN2rhxo/UZdWvWrFHfvn311Vdf6d13383wcS18fHyszy2bN2+eXnvttVTbXb58WQsXLlSfPn1sgjvpXlDeuXNnTZs2TVFRUfL19c30OB506dIltWrVSleuXNGaNWtSnXX2KHx9fTVgwACbbYGBgZoyZYo6depk83xLJycnNWnSRPv27dOxY8cyFN5ZVl6tV69epsZ15swZhYSEyMPDQ++8847Nvhs3bqh06dKp9rPU8vXr123aS/feE9Pqc+HChUyNLz2Waz127BjhHQAAAB6K8A7IA8xmc5b6L1myJFcWrLD48MMPNWvWLH344YfaunWrBg8ebA2LUpOQkKBhw4Zp2rRp1jDowf0ZVapUKTVq1Ejbt29X/fr11bVrV/n7+6tevXopVrDMqvS+rwMHDtR3332XYvvcuXM1bNgwnTt3LtV+mbnWrChatKiuXbuWYnuxYsUkKcW+iIgIDRgwQHv37k31eBkdt2Vm09WrV3OkvSS98847mjNnjjZv3qyEhAR16tRJL7/8slasWGETaD0YkmbG8OHDNWfOHI0aNUrdu3dPMWtUurcIQ1JSkmbPnq3Zs2eneazz589nOby7fv26WrdurX/++UcrV67Us88+m6XjPYylTpKSktLcl1p9pebSpUuSMvfHiatXr6pdu3bWgPT+59RJ994zH5zBev8+STa3q1q2pdcnO29vtdySbrl2AAAAID2Ed0AeUKZMGR06dEinTp1S9erV7T2ch6pUqZK6deumBQsWyN3d/aGzm9577z1NnTpV1atX17vvvqsGDRqofPnyKlGixCMFbsuXL9fgwYO1ZMkSffzxx5LufSjv0KGDvvvuuyzdFpwVS5YsUd++fVWiRAmNHTtWzZs3l4+Pj0qVKqXOnTvrt99+y7WxWG5LTWv7/YHxiRMn1LJlS8XFxal///568cUXVaVKFXl5eWnq1KkaMmRIhs9reS5hRgPpzLb//fff9c033yg4ONg60+73339X27Zt1aJFC/373/+2hkrVqlXL8Lgf5OnpqcGDB2v06NGaNm1aiplf0v8Fjs8++2y6K9xmRz326dNHp0+flqenp5544oksH+9h0qqf+/dl9GcWExMjSdaVXx/m8uXLatWqlf766y9999136tatW4o2RYoU0e3bt1PtHxcXJ8l2ll2RIkUkKd0+ac3KexSWa7VcOwAAAJAewjsgDwgICNDmzZv122+/qXXr1vYeToYMHTpUCxcu1P/8z/+kefuaJCUmJur777+Xl5eXIiIi0p2hl1GlS5dWWFiYZsyYof3792vXrl1avHixfv75Z12+fFm///57ls/xKKZNmybp3sqW2XVLY2748ccfdfPmTY0fP14fffSRzT6jPWx/7dq1kqT69etbt9WuXVvbt29XmzZt1KlTJ1WsWFGVKlXK9OIID3r//fc1depUjRs3Tv369Uux3xII+fv7p/tMQgvL9/Lu3buZHktycrLGjBmjESNGqE2bNtq2bVuK/+6ycvycZAnoLaFaek6cOKE2bdro+PHjmjNnTporYz/xxBPav3+/bt68mSJ0++eff6xt7m8v3XtmoJ+fn03769evKyYmxrpicXawrNCc3bOBAQAAkD+l/ZRtAIbRs2dPmUwmzZ49W8ePH0+37ZUrV3JpVOmrWbOmjh49qnHjxqXb7tq1a0pISFCNGjWyJbi7n5ubmxo1aqRBgwbpjz/+UNWqVbVlyxbrCpW5LTo6Wo6OjunOwsoMyy1+OX2rbXR0tCTpmWeeydHzZAfLrDpLQGPx+OOPa+vWrapXr55OnDihgICALJ+rSJEiGj58uC5duqQvv/wyxX7Lc81+/fXXDNVcyZIlJWXuFmGLH3/8UcOHD9eYMWN09OhRtW/fPkUYZnk+5KMcPydZnsdoebZnWnbt2qVGjRrpzJkz+vnnn9MM7qR7K8QmJydr8+bNKfZt2LBBkmz+O7SE6ZZ999u4caPMZnO2/Xcr3XtenyR5eXll2zEBAACQfxHeAXlAjRo19PbbbysuLk5t2rTRvn37UrS5deuWxo8fr549ez7yeT7++GM9+eST1ltNs8rX1/eht8J5eXmpWLFiOnDggGJjY63b79y5o+HDh2doNs79Dh48qP79+1sDJ4sbN27o+vXrKlq0qM3zyS5fvqzg4GAFBwen+Ry67FKlShUlJSVp+/btNtsXLFjwSKvgWp7Ztn37dt25cydbxpgayyIff/zxh8323bt3a86cOTl23kdhuVV2/Pjx1oDE4vTp0zp37pwee+wxLViwQKNGjcry+d566y35+PikGt6VL19e7du3V1RUlAYMGJAiwLt27Zo++eQT69dFihSRt7e39u3bp9OnT1u3X7169aFjtczyGz58uF5//XXt2LFD3bt3t3kmneU24TVr1igxMdG6PTIy0jor1B4sz/tL63mK0r1bzps1ayYnJyf9/vvvat++fbrHtKxkPGnSJJtrPXv2rObPn68SJUpYF0OR7i2MUqJECYWFhdmEiAkJCfr6668lSa+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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 600
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Demo 4: \n",
      "craterstats.py -f png -pi 1 -cs 3 -ep 2 -ef 1 -title Cumulative fit with resurfacing correction -subtitle corrected data points, and epoch system -p source=sample/Pickering.scc,psym=1 -p type=c-fit,range=[.2,.7],resurf=1,psym=10,resurf_showall=1\n"
     ]
    },
    {
     "data": {
      "image/png": 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P2Gy2asu+s9lscjgcysvLO+F9lSf7DgAAAACOR+YdAOCkU3TyB1+ryhluj59Z9vjsO2aeBQAAAHA8Mu9w2snJybFmu/KGGbAA/1edwbuqnEgiPT1dLpdLDkfhn1939p3btm3b1KNHjyqrDwAA4GRV2jtbTk5OlX7BCvg7Mu8AACcdd9fZ6qorICCgyvbnbew7t+TkZLLvAAAAAHgg8w6nnaCgILLrgFNAYGCgcnJyqqWuoKAgZWVlVcm+vGXfBQYGWrPakn0HAABQeo+okJCQamwJUPNspqpmKABOAu7Ua4J3wMnPGKPDhw9XW13p6elVtr+IiAjVrl3b+j09PV3Lli2zJg06//zz5XQ6q6w+AACAUwnvdTjd0G0WAHBSstlsJ+3Yd2lpaR4z2Hob+w4AAAAAJIJ3AICTWHUF73wxxl5pM88y9h0AAAAAN4J3AICTVnXOMuYeo66qpKenKz8/3/qd7DsAAAAA3hC8AwCctOx2e5UH1UrjzoyrCsYYsu8AAAAAlInZZnHaSUpKsgY49YZBT4GTS2BgoMf4cb7i7jp77NixKttnWlqanE6nAgICJP1f9t2OHTskMfMsAAA4fZX2zpaUlKS4uLhqbA1Qs8i8AwCc1E7mrrNk3wEAAAAoC5l3OO3ExcWRXQecQgICAhQQEOAxfpyvVGW3WTey7wAAAIor7Z2ttKw84FRE5h0A4KRXXdl3vph1luw7AAAAAKUheAcAOOkFBgae1HWlpaUx8ywAAAAArwjeAQBOeg6HQ3Z79fxJ80U9xhilpaV5LCP7DgAAAIBE8A4AcIqozokrfJV9V1BQYP1O9h0AAAAAieAdAOAUcbJ3nS0oKGDsOwAAAADFELwDAJwSHA6HT2aD9cZXXXTJvgMAAJL02muvqVu3boqMjFSdOnU0bNgwayZ6AKcfgncAgFOCL2aCLa2ugICAKt9vQUEBY98BAABt3LhRo0aN0hdffKGlS5cqPT1dw4YNq+lmAaghNmOMqelGANUlPj5eSUlJiouLK7HM1q1bq7FFAKpSTk6O0tPTq6WuvLw8ZWVlVfl+7Xa7zjzzTI/svo0bN1rftsfExKhHjx5VXi8AwFNCQoIGDBigO+64Q88880xNNwc1xF+ug82bN6tDhw7at2+f6tWrV2PtqE7x8fElrnO/0/HuhtMFmXcAgFNGYGBgtXWd9UXmnUT2HYCTy759+/Too49q0KBB6tmzpwYNGqR//etf2rdvn8/q3Llzp2w2m8e/8PBwtW/fXjNmzND+/futsvPnz5fNZtPYsWN91h5fOJnabYzR//73P40YMUJNmjRRcHCwoqKidPbZZ2vq1Kk6dOiQ1+0++eQT9evXT06nU7Vq1VLXrl21YMGCctX5999/KzY2VjabTYmJiSWWO5E6/M2BAwcUEBCgiIiImm4KgBrgqOkGANWNb2iAU5fNZlNgYKBycnKqpT673e4xRl1VOXr0qCIiIqzsO/fYd+7su23btpF9B6BGZWVl6Y477tD8+fOVm5vrsW7FihWaOnWqxo0bp2effVYhISE+aUPz5s11ySWXyBijtLQ0rV69Wo888ohefPFFffPNN2rWrJnatm2rSZMmqWvXrj5pg6+cTO3OyMjQtddeq+joaPXp00cxMTHKzMxUQkKCpk2bpjfffFOJiYkKCwuztlmwYIHGjh2rOnXqaMSIEQoMDNSnn36qsWPHateuXXr44YdLre+iiy7Srl27Sm3XidThbwoKCvToo49q5MiRCg0NrenmVJvS3tlKy8oDTkUE7wAAp5SgoKBqCd65x9jLzs6u8n0XFBQoPT1dTqfTWta6dWvt3LlTxhglJyerTZs2HusBoLpkZWVp8ODBWr16tSSpZ8+euvbaa3XGGWfo77//1oIFC7Ru3Tq9/PLL+vXXX7V06VKfBBzi4+P15JNPeiybMWOGHnnkEU2aNEkffvihunTpoi5dulR53b52MrU7KChI7733noYOHeox9mxeXp4GDhyohIQELV++3BqvLS0tTXfddZfq16+vH374QWeccYYk6ciRI+rZs6dmzpypMWPGqHHjxsXqys/P18iRI/X777+re/fu+u6777y26UTq8Ee33367/vzzT73zzjs13RQANYRuswCAU0pgYGC11eVw+O47sKNHj6rosLTMPAvAX9xxxx1avXq1nE6nli9frm+//VYTJ07UJZdcookTJ2rt2rVavny5nE6nVq9erTvvvLPa2nb//ferVq1aWrVqlSTpo48+ks1m09SpU4uVfffdd9WvXz+5XC6FhISoXbt2mjJlinbv3l1qHRkZGerZs6fsdrtee+21EvfrdDoVGhqqDh066MUXX/Qok5CQIJvNpjvvvFNr1qzRhRdeqIiICAUFBWnNmjVe2110m2+//VYXXnihXC6XatWqpcGDB+v333/32l5jjF555RWdffbZCgoKUmRkpAYOHKiuXbuW2e20PIKCgjR8+PBik0Y5HA41b95ckhQdHW0tX7p0qQ4fPqybbrrJCqpJksvl0r333qucnJwSg1S33367Pv/8c7333ntq3bp1iW06kTrKy9t1UPQz+uqrr3TeeecpPDxcUVFRGjVqlFJSUpSenq7p06erVatWCg4OVuPGjfXEE094raOgoEC33367li5dqpUrV3qcRwCnF4J3AIBTirvrbHXW5wv5+fmMfQfA7+zdu1fz58+XJL333nsaOHCg13IDBw7Ue++9J0maN2+eT8fAKyowMLBcwyfcfffduuKKK5SUlKTLL7/cGltu+vTpevXVV0vcLjc3V8OHD9e6dev07LPPavz48R7r//nPf+qKK67Q3r17dfnll+uqq65SWlqabr75Zt19993F9vfOO++oT58+SktL07hx4zRq1KgyxzRbuHChevfurfT0dI0aNUodOnTQsmXLdMkll3gdyuGWW27RDTfcoKNHj2rChAm69NJLlZycrI0bN5ZaT2Xl5eVp165deuKJJ7RgwQJdc8016t27t7XenS3Xs2fPYtu6l3nLqHvyySf1wgsvaM6cOSVedydaR3mVdR0sXLhQAwYMkN1u1/jx4xUXF6c333xTQ4YMUfv27fXkk0+qa9euGj9+vLKzs3Xvvffqgw8+8NhHdna2Ro4cqdWrV+ubb77x+AIPwOmHbrMAgFNOUFBQsTGYfMHddfbYsWM+2b977Dt3wI6x7wDUtLlz5yo3N1c9evQoM4AycOBAq2vj3Llz9cADD/i8fatXr1Zqaqr69u1bYplPP/1Us2fPVt++fbV06VKPsdiWL1+uv//+2+t2BQUFuuaaa/T555/r3//+t2677TaP9cuXL9eTTz6pO+64Q0899ZQ1sVFOTo6GDBmiZ599VrfeequaNWtmbZOfn6/Fixdr6NChHvv6448/Smx/eHi4Fi1apHPPPVdSYWbdpZdeqsWLF2vFihU6//zzrbKff/65XnzxRfXv319Lly71GH9w5MiRVd4Nc9myZRo8eLAkqX79+lq4cKGuuOIKjzLuv2HessgaNmzoUcbt/fff17333qsHHnhAEyZMKLMdlamjvMq6DqTCz+jDDz9Unz59JBUG4tq3b6+NGzdq8ODBmjt3rpUReP3116tz586aM2eOLrvsMmsf55xzjtLT07Vw4UIdO3ZMO3futPZNBh5w+iHzDgBwyjlVus7m5+crPT3dYxnZdwBqknucuzFjxpSrvDujLSEhwUctKgympKSkaNGiRbrqqqvkcDiKjYVX1AsvvCBJevbZZz0Cd5I0aNCgEo/tlltu0aJFi/Twww/rvvvuK7b+v//9r5xOp5544gmPGcmDgoJ04403qqCgQF9++aXHNldddVWxwF1Zhg0bZgXupMIvki644AJJ0vbt2z3Kuo/1ySefLDZxiC/GIWzatKnuuusujRo1SgUFBbrxxhv15ptvepRxZ5WHh4cX2979eRT927Zu3TqNHj1aV155pWbOnFmudlS0jooo6zqQCj8jd+BOkkJCQqwv2yZPnuzRlbdTp05yOp3Fuj2vXbtWP/30k84++2w1bdrU+nfPPfdUqt0ATm5k3gEATjl2u10Oh0N5eXk+r8tX3Wbdjhw5ovDwcLLvAPgFd1CkaPChNA0aNPDYriotXry42DM4KipKb775ZqmztK5fv14ul0sdOnQod10PPfSQ5syZo7vvvlvTp0/3WmbdunU6evRosbHfitq7d2+566yIOnXqSJIOHTrksfy7776T0+lU586dfVLv8Vq1aqWnn35aUuHEJv369dPYsWPVtm1btW/f3qOsty/a3GO9uj/XXbt26eKLL1aXLl00b968Cv/NLU8dFVGe66AkLpdLUuEXc8dzOp06fPiw13YCgETwDgBwigoKCqq24J0vZ7h1Z98VHQOJmWcB1BT3s6ikrqXHcweryhrHrTKaN2+uSy65RHa7XU6nU61atdIFF1xQZl2pqanWRArl8cEHHyg5OVmS1K5duxLLHTp0SHXq1LGyDb3p1q1bueutCHeQ6viAz8GDByt0rFUpNDRUkyZN0pVXXqm33nrLCt65Px9vs7VnZmZK+r+Mue+//14pKSm68MIL9eCDD3qUdY/ZN3v2bNWtW1c33XST4uLiKlxHeZX3OihJ0WxMb+sI1gEoDcE7AMApqTq7zpZncPQTcejQIR07dswa44bsOwA1pV+/flqxYoUWLFigiRMnllnePblF//79q7wt8fHxpXaPLYnT6axQBtzu3bs1Y8YM/fe//9UNN9ygRo0a6bzzzitWLiIioswuu9UtJCTEJ1mP5VW7dm1JnhmB7okXdu/erbPOOsuj/K5duyQVdr8tyn0defP6669Lki666CIreFeZOspS3usAAHyBMe8AAKekgICAUr/lrkq+7jqbmpqq1atXe0zCwdh3AGrChAkTFBgYqHXr1mnFihWlll2xYoW+++47BQYGlmuSgerSsWNHpaamKjExsVzlx40bp4ceekiffPKJgoKCNHz4cP3444/FynXu3Fn79u3Thg0bqrjFldeyZUvt3btXBw8erJH63ec4NjbWWta9e3dJKjb+n/R/YyO6uz0PGzZMxhiv/9xjE/7www8yxngEiCtSR3mV9zoAAF8geIfTTlJSkuLj40v8B+DUUdq4Q1XJZrP5dOIKd5fYffv2Wcvc2Xdu27Zt81n9AODWoEEDq1voiBEjSgzgrVixQiNGjJBUGPSoX79+dTWxTO6gzx133KGsrCyPdQkJCfr44489lrm7YHbu3Flvv/22MjIyNGTIEO3evduj3I033iip8HiPn3wgLy9P8+bN0w8//FClx1KWiy++WPn5+Xrqqac8licmJmrdunXFymdnZ2vq1KmaOnVqqTPeFjV37ly98cYbxYaq2LJli2bNmiWHw6GRI0daywcPHqzIyEgtWLBA+/fvt5anp6drzpw5cjgcuvzyyytymMX4oo7yXgeoOqW9syUlJdV084BqRfAOAHDKqq7gna/rstvtcrlc+uuvvzyWk30HoCY8++yz6tevn44ePapBgwapZ8+emjNnjj766CPNmTNHPXr00KBBg3T06FH169dPzz77bE032cPo0aM1YsQIffXVV2rRooWuv/563XjjjerQoYMGDBhQatDqoosu0n/+8x/t2bNHgwcP1pEjR6x1I0aM0M0336ytW7eqbdu2GjJkiG699VZdeeWVatiwocaPH+9Rvjrceeedio2N1axZs9SvXz/dcsstuuCCC9SlSxft3LlTUuHfGLe1a9dq2rRp+s9//lPuSUmSk5M1evRonXnmmbriiit02223aciQIVaG4zPPPGN1Z5UKv5B68skn9ffff6tdu3a67rrrNHHiRMXHx2vr1q26//771axZsxM6bl/XUdp1AAC+wJh3OO3ExcVp69atNd0MANUgICBAdrtdBQUFPq+r6MuPL7hcLv39998qKCiw6mLsOwA1ITQ0VEuXLtWdd96pefPmad26dcWyuAIDAzVu3Dg9++yzCgkJqaGWemez2bRo0SLNmTNHCxYs0FtvvaWAgAC1bNlS//rXvzR69OhSt7/55pu1Y8cOPfnkk7rsssu0bNkya5zV//73vzrvvPP00ksvaf369friiy905plnqmvXrrr88sut7pzVxeVy6auvvtKkSZP0+eefa/369WrTpo1ee+01ffHFF/rf//7nMXGDu0vpmDFjFBoaWq463JmYX375pb788ksdOXJELpdL559/viZNmqQBAwYU22bChAmKjo7WE088oUWLFik/P19t2rTRlClTNH78+BM+7uqow9t1gKpV2jsbPaZwurEZprXBacT9kCd4B5w+MjMzvc42V9WMMcrKylJ+fr5P9p+Tk6PExEQNGDDAmrhCKuwCtGzZMmuWuvPPP5+ZZwFUm3379mnu3LlKSEhQWlqaIiIi1L9/f02YMMGvusqiuIEDB+rrr79WWlqaFXzs16+fvvrqK/38889q3bp1DbcQKBnvdTjdELzDaYWHPHD6ycvLq7bupHl5ecXGT6pKW7duVaNGjdSuXTuPSTI2btxoZd/FxMSQfQcAsBw6dMia9dUtMTFRXbt21eDBg60x/rKzsxUZGamePXtq1apVNdFUoNx4r8Pphm6zAIBTWkBAgGw2m6rjuypfz27rcrm0b98+xcfHe9TVunVr7dy5U8YYJScnq02bNmTfAQAkSe3atVP9+vXVsmVL1a9fX3v27NGnn36qsLAw/fvf/7bKrV27VseOHdPEiRNrsLUAAG+YsAIAcEqz2WzVOnFF0Yy4qhYZGanU1FRlZGR4BCOZeRYAUJKLLrpI6enp+vTTT/XCCy9o3bp1uuKKK7Rx40a1adPGKrd69WrVq1dPl156aQ22FgDgDd1mcVohvRo4PeXm5iotLa3a6vLVGHvGGCUmJio+Pl7NmjXzyL5j7DsAAHC64L0Opxsy7wAApzyHw+HTjLjj6/IVm80mp9Opffv2KT8/n+w7AAAA4DRA8A4AcMqz2WzWTHrVUZcvRUVFaf/+/crLy1NBQYHHutatW1v1JycnV9tEHQAAAAB8h+AdAOC0UJ3j3vmyLqfTqYKCAh08eJDsOwAAAOA0QPAOAHBaqK7MO1/X5XA4FBERof3798sYQ/YdAAAAcIojeAcAOC1UZ9dZu923f15dLpf27t0rYwzZdwAAAMApjuAdAOC0UZ1dZ30ZKIyMjFRmZqYyMjLIvgMAAABOcb6bEg/wU0lJSdbU4t4w3Thw6qrurrO5ubk+2XdISIhCQkK0d+9eNW/eXPn5+bLb7VbAzp19t2PHDkmF2Xc9evTwSVsAAAB8obR3tqSkJMXFxVVja4CaReYdAOC0Ybfb5XBUz/dWAQEBPtu3zWaTy+XSvn37JInsOwAAAOAURuYdTjtxcXFk1wGnsaCgIOXl5VVLXQEBAcrPz/fJviMjI7V9+3bl5uYqMDCQ7DsAAHBKKe2drbSsPOBUROYdAOC0Up3j3vmyroiICNntdu3fv18S2XcAAADAqYrgHQDgtGK3233apbUoX9Zjt9vldDqtrrOSmHkWwCnPGKP//e9/GjFihJo0aaLg4GBFRUXp7LPP1tSpU3Xo0KFSt1+xYoVsNpueeeaZEsusXr1a119/veLj4xUWFqZatWqpefPmmjhxon7++ecqPqKqN2zYMNlsNu3cubOmm3LCtmzZokmTJqlbt25yuVwKCgpS48aNNX78+BKPLysrS1OmTFHLli0VEhKiunXrasSIESV+dvn5+Zo9e7batWun0NBQRUVFafDgwVq7du0Jt3/s2LGy2Wyl/iv6d9rtk08+Ub9+/eR0OlWrVi117dpVCxYsKLGetWvXavDgwYqKilJoaKjatWun2bNn+yz7H0D1o9ssAOC0ExQUpKysrGqpy263F8uIqyqRkZHas2ePjDGy2WxW9l3RoGHr1q21c+dOGWOUnJysNm3ayOl0+qQ9AE4/2dnZeuedd/Txxx8rNTVVkZGRuvjii3XFFVcoJCSkyuvLyMjQtddeq+joaPXp00cxMTHKzMxUQkKCpk2bpjfffFOJiYkKCwuztklKStLTTz+tXbt2afny5WXWMWnSJG3ZskV9+vRR//79JUmJiYl66aWX9Prrr2vdunVq3759lR8binvmmWc0d+5ctWnTRsOHD1dISIi+//57zZs3T4sXL9a6devUokULq3xBQYGGDh2qlStXqnPnzrruuuv0999/6+OPP9aKFSv07bffFutued1112n+/Plq1aqVxo8fr9TUVC1evFh9+/bV559/rnPOOafS7R88eLCio6NLXD9v3rxiyxYsWKCxY8eqTp06GjFihAIDA/Xpp59q7Nix2rVrlx5++GGP8itXrtQFF1ygkJAQXXzxxYqMjNQXX3yhu+++W1u2bNHcuXMr3X4A/sNmin5FD5zi3H+sGfMOOL3l5+fryJEj1VJXbm6usrOzfbbvH374Qb1791bt2rUlFU5mERgYaHWXlaSNGzdaY9/FxMQw9h2AKrFkyRKNHz9eBw4cKLYuOjpar732moYOHVqldebk5GjJkiUaOnSox9AEeXl5GjhwoBISEvThhx9q2LBh1rqEhAQNGDDAYz+zZ8/WnXfe6bWOJUuWqHfv3oqKivJY/vDDD2vmzJm64447Ss3cq2nDhg3T4sWLtWPHDq9ZXSeThQsXKj4+Xh07dvRYPmPGDD3yyCO6+uqr9cYbb1jL33jjDY0ePVrXXnut5s+fb/0tXL58uS644AINGjRIy5Yts8qvWbNGvXv31rnnnqulS5das9L/9NNP6tatm5o0aaJt27Z5/E2tKu66J0yYoFdffVWSlJaWptjYWAUFBemHH37QGWecIUk6cuSIevbsqaSkJP32229q3LixpMJM1NatWys5OVkbNmyw3nVycnJ0wQUXaNWqVVq7du0p+Xef9zqcbug2CwA47QQEBMhur54/gb6c3TYwMFDh4eEeXWcZ+w5AdViyZImGDRvmNXAnSQcOHNCwYcO0ZMmSKq03KChIw4cPLzamqMPhUPPmzSWpWKZT//79ZYyRMcZrptPxhg4dWixwJxU+S73tvywrV67U4MGDVbt2bQUFBally5a6++679euvv0qSdu7cKZvNpmHDhmnLli0aOXKkateuLYfDobfeekt5eXkaNWqU2rdvr7p16yowMFDR0dEaNGiQVq5c6VFXkyZNtHjxYklS06ZNra6Z7gxCty+//FIXXHCBateureDgYJ111lmaOXOmcnNzPcr1799fNptNe/bs0bRp09S8eXM5HA4NGTJEUuHfnPnz56tXr14KDw+Xy+VShw4dNHHiRP30008VOk/ejB49uljgTpJuueUWSdL333/vsdwdyJs+fbpHwG3QoEHq27evVqxYYY0VW7T8ww8/bAXuJKldu3YaOXKkfvnlF23atOmEj8Ob++67T8HBwZoyZYq1bOnSpTp8+LBuuukmK3AnSS6XS/fee69ycnL0zjvvWMs3bNig7du3a+TIkR4ZhUFBQXrkkUckFQZAyyMhIUE2m0133nmnvvrqK5133nkKDw9XVFSURo0apZSUFKWnp2v69Olq1aqVgoOD1bhxYz3xxBMneioAlAPBOwDAaak6J67wJZfL5RG8kxj7DoBvZWdna/z48WUOCVBQUKDx48f7LPtYKsy427Vrl5544gktWLBA11xzjXr37l1l+zfGKCUlRe+8847uuecetW3bVrfddlu5t3/22Wc1cOBArV+/XhdddJGuv/561a5dW7Nnz9asWbM8yn777bfq1KmTfvvtN1199dUaN26c6tatq7y8PL333ntyuVy68MILdcstt+jcc8/V+vXrNWjQII+uwDfccIMVxLz++us1adIkTZo0SSNHjrTKPP/88zrvvPO0bds2XXTRRRozZowcDocefvhhj3JFde/eXc8995x69+6tm2++WV26dJEkPfjggxo3bpz27dunUaNG6aqrrlJgYKBeeuklvfTSS+U+TxWVk5MjScWCrN99953OOOMMxcbGFtumZ8+eKigo0IYNGzzK2+12de/e3Wt5d5mq9vHHH2vNmjWaOHGiYmJiPNpTtO6y2lNa+e7du8tms1W4/QsXLtSAAQNkt9s1fvx4xcXF6c0339SQIUPUvn17Pfnkk+ratat1b99777364IMPKlQHgIpjzDsAwGkpKCjIpy+UbjabTcHBwTp27JhP9u8e9y4rK0uhoaGSxNh3AHzqnXfeKTHj7ngHDhzQu+++q2uuuabK27Fs2TINHjxYklS/fn0tXLhQV1xxRZXtPzs723quOhwOTZ06VZMmTSr3WH6bN2/WpEmT1KpVK3399dceGXsbNmzQN99841E+KytLL7zwgq677jqP5cYYpaamWm1xS0xMVMeOHfXMM89o0KBBkqQHHnhA69ev1++//64HHnigWLfZbdu26a677tLw4cO1cOFCBQcHS/q/QOuCBQu0evVq9evXz2O7vn376oUXXlBkZKS1LDMzU0899ZRatmypzZs3e5yXLVu2aMuWLeU6T5Xx/vvvS5J69eplLTt69KgOHTqkdu3aed2mYcOGkmQNI+H+uVatWl4/U2/lq0JBQYEeeOAB1apVSw888IDHOndd3rI7S2p/SeXdk29UtP3h4eH68MMP1adPH0mF90H79u21ceNGDR48WHPnzrWyAq+//np17txZc+bM0WWXXVahegBUDME7AMBpyeFw+HQyiePr8lXwLiwsTEFBQdq3b5/HS1p+fr7sdrvVbcidfef+T/y2bdtOyTFwAJyYunXrKjMzs9QyFX2ejRs3ThMnTiyzXFhYmFJSUsq936ZNm+quu+7S/v37tXz5ct14443Ky8vT1VdfXaH2lcThcGjSpEk6fPiw1q5dqylTpujw4cN64oknyjUG2ssvv6z8/HzNmjWrWHCla9eu6tq1q8eyc889t1jgTir8Eig0NFRZWVlat26dfvvtNx05ckRHjhxRYGCgfv/993If00svvaT8/Hw999xzVuBOKpxc6ZZbbtGCBQu0YsWKYsG74wN3UmFQJycnRyEhIR77kqS2bduqbdu25W5XRezevVvTpk1TeHi4x7iFaWlpkgr/3nnjnsSk6NARaWlpqlu3brnLV4UFCxZo69atevDBB1WvXj2PdaUdQ0ntL6m8e5vjs/PLMmzYMCtwJ0khISHq0aOHfvvtN02ePNmjO2+nTp3kdDordA0CqByCdwCA01ZgYKDPgmpF+WKg66L7dnedLRq8I/sOQGVkZmaWGbyrqPz8/CrfpyS1atVKTz/9tKTCrLV+/fpp7Nixatu2bZXMButwOPTkk09av99222166qmnFBcXp5tuuqnM7devXy9JxcabqyhjjGbMmKGnnnrKayDJ3YW0PNatWydjjEcA5nh79+4t175q166tXr166dtvv1W3bt10xRVXqEePHurQoYMiIiLK3aaKOHTokIYMGaIDBw7orbfeUqNGjYqVKTp2XVHu4SSO/5tckfIvvviikpKSSm3joEGDrEzI42VnZ2vKlCmKiorSPffcU+I+vLWppPaXVN69TVX8H8TlckkqvJeP53Q6dfjw4ROuA0DpCN4BAE5bQUFB1Ra8CwwMLDYQeFWJjIxUUlKS8vPzPYJ1ZN8BqCh3dk9pjh075vUlviQBAQHFMrMqW3dJQkNDNWnSJF155ZV66623qiR4d7yHHnpIzz//vF5//fVyBe9SU1MVHBxcLGOtov71r39pypQpatKkiR599FH17NlTMTExioqKKjFrrCSHDh1SYGCgbr/99hLLHJ8RWJrFixfr7rvv1nvvvad7771XUuHf1hEjRug///mP6tSpU6H2lebAgQMaNGiQfvrpJz333HPFxudzBwxLGhLDHUAumqUWERFRofKLFi3S6tWrS21neHh4icG7559/XsnJyZo1a5bX66K0Yyip/SWVd29TUlZeRRT9v4W3dUXH2QXgGwTvAACnLYfDIZvNVi3/6fRl8M7pdMoYowMHDqh+/frWcrLvAFRUebqtvv766xozZky59zlv3jyfjHl3vNq1a0sqDFD5w/6dTqeOHTumI0eOWJlLlfHKK68oJCREa9asscY9q6yIiAjl5eVpxowZxcbQq4zo6Gi9/vrrevnll7Vp0yatX79eb7/9tt58801lZmbqww8/POE6pMKx3S644AIlJSXp1Vdf1YQJE4qVcTqdioqK0u7du73uY9euXZIKu1u7NWnSRD/99JPHuLGllU9ISKj0MaSmpmrWrFlq0KBBicFTdwb97t27ddZZZ5Wr/e7yx0tLS1Nqaqo6depU6TYD8B/MNgsAOG25M+KqQ2nfWlfFvp1Op9dxbZh5FkBVu+KKK7wOkO9NdHS0Lr/8ch+3qFBiYqIkeZ1ptCb237FjR0nSqlWrTqje/fv3q3HjxuUO3DkchfkZ3rrTdu7cWcYYffLJJyfUpuOFhIToH//4h+666y4ryPjFF19Uyb43bNignj17avfu3frwww+9Bu7cunfvrr/++ku//vprsXUJCQmy2Wzq3LmzR/m8vDx99dVXXstLFctELM1jjz2mQ4cO6cEHHywxy9Q96+2XX35ZrvaUVn716tUyxlRZ+wHULIJ3AIDTWlBQULXV5csAnnvcu+OzCN3Zd0W1bt3a6kqbnJxc5YNxAzi1hYSE6LXXXpPdXvqrhN1u12uvvVbu2VnLY+7cuXrjjTeUl5fnsXzLli2aNWuWHA5Hse6UFbF+/XrNmDFDR44c8Vh+8OBBK1tq9OjR5dqXOztx8uTJOnjwoMe6xMREvf766+XaT4sWLfTnn396ZFfl5eVp+vTp1oQFRbmDfN6yxK6//nrZbDbdeeed2rRpk8c6Y4wWL16sFStWlKtd27Zt0y233KL9+/d7LD9y5IjS09OLBXh/+eUXTZ06VTNmzCj2+ZXk3XffVb9+/eRwOPTVV19p6NChpZZ3T1by+OOPeyz/8ssv9f3336t///4e4/25yz/99NMebdq2bZs+++wzxcXFqVu3buVqa2n++usvPfvss4qNjdUNN9xQYrnBgwcrMjJSCxYs8Div6enpmjNnjhwOh0cwvGvXrmrevLk+/vhj/fLLL9by3NxcPfvss5Kkq6666oTbD6Dm0W0WAHBaq67MO6kwUJiVleWTfUdGRmrXrl1KS0sr1g2Wse8AVLWhQ4fqo48+0vjx43XgwIFi66Ojo/Xaa6+VGWypqOTkZE2bNk133323+vXrp/r16yspKUkrVqywZlGNi4srts2iRYskSRs3bpRUmA3nDtaMHDlSMTExkgrHCHvkkUf073//W3379lVcXJxSUlK0fPlypaamauTIkeXuAtynTx9NmjRJTz31lFq1aqULL7xQtWrVUmJiotauXas77rhD1157bZn7ueeee3TttdeqS5cuuuiii2S32/XFF19o//79XgOow4cP13PPPac77rhDX3/9tex2u6KiovTMM8+oW7du+ve//637779f3bp1U//+/dWqVSulpaVp9erVSk5O1rx588p1fDk5OXrhhRc0f/589e/fX3FxcTp69Kg+//xzpaWl6fnnn/co/9Zbb2n69Om64IILrOzAsowcOVLGGPXt21dvvfWW3nrrrWJlrrzySnXp0kVSYTBu7ty5eu2117R161Z17dpVe/fu1ZIlS1SrVi1rghO3Pn36aPTo0Vq4cKE6dOigfv366ejRo1q8eLFyc3P1/PPPV8mED1OnTlVWVpamTp1a6peGTqdTTz75pK677jq1a9dOQ4cOlcPh0NKlS7Vr1y499NBDatasmVXebrfr+eef14UXXqju3bvr4osvltPp1KpVq/Tzzz9r9OjR6tu37wm3H0DNI3gHADit+XoyiaJ8mXkXEhKisLAw7du3r1jwjrHvAPjC0KFDlZycrHfffVeLFy9WamqqIiMjdckll+jyyy+v0ow7t7Fjx0oqzKT68ssvrfHkzj//fE2aNEkDBgwotk1SUpL++c9/eiz7+OOP9fHHH0uSunTpYgXvOnfurOeee07Lli1TYmKiVq5cqeDgYLVt21YTJkzQhAkTKhTMefLJJ9WlSxe9+OKL+uijj5SXl6e4uDg98MADmjhxYrn2cc011ygvL09PPPGEFi5cqPr162vIkCGaPHmy14k5+vXrpzfffFP/+te/9N5778nlclnnTZLuvfdedevWTf/5z3/07bff6uuvv1b9+vXVqlUr3XfffRo2bFi52hUfH68FCxbonXfe0fr167VixQrVr19fXbt21f33369evXp5lHdnApb3uKX/m2HVW9DOrW3btlbwLiAgQJ999pkeffRRLVq0SC+//LIiIiI0ZMgQTZ8+XW3bti22/bx583T22Wdr3rx5mjt3rkJCQtSzZ089/PDD6t27d7nbWpJff/1V8+bNU+vWrcsV+J0wYYKio6P1xBNPaNGiRcrPz1ebNm00ZcoUjR8/vlj5888/X6tWrdKMGTO0ZMkSHTt2THFxcXriiSd05513nnD7AfgHm2FqGJxG4uPjlZSUVOwb2aK2bt1ajS0C4A+OHTumjIwMn9djjFFGRobPJsjYtWuXcnJyvL5suIOURV86N27caGXfxcTEkH0HAPCJ7OxsRUZGqm7dutq5c6dPv8zCqSM+Pr7Ede53Ot7dcLpgzDsAwGmvurrO2mw2BQcH+2z/kZGROnTokNdByhn7DgBQU9auXatjx47puuuuI3AHAJVAt1mcdviGBsDx7Ha7HA5HuQfQPhHlHeenMsLDw+VwOLR//341atSo2HrGvgMA1ISEhAQFBATouuuuq+mm4CRS2jtbaVl5wKmIzDsAAFR9s85WxcDXJbHb7dass96QfQcAqAmrV6/W0KFDdeaZZ9Z0UwDgpETwDgAAVV/wTpJPu866XC7t37+/WJDOLT8/32PMPXf2ndu2bdt81jYAwOkpISFBH374YU03AwBOWgTvAABQYdZadY3D48uusy6XS7m5uTp8+LDX9WTfAQAAACcXgncAAPx/1ZV9Z7f77s9vYGCgIiIiSuw6KxVm3xVF9h0AAADgvwjeAQDw/1Vn11lfznBb2rh3UmH23fEBPLLvAAAAAP9E8A4AgP8vICDAp1lxRfk6eJeWlqasrKwSy5B9BwAAAJwcCN4BAFDEqdB1NiwsTEFBQWTfAQAAAKcAgncAABRRnV1nfTVBhs1mk9Pp1P79+0stR/YdAAAA4P8I3gEAUERAQICVfeZLNpvNp4HCyMhIpaSkFAvQFUX2HQAAAOD/CN4BAFCEr4NqRfkq806SnE6nCgoKdOjQoVLLkX0HAAAA+DeCdwAAHKc6u876KsvP4XAoIiKi1HHvJLLvAAAAAH9H8A4AgOM4HI5Touusy+Uqc9w7iew7AAAAwJ8RvAMA4Dg2m02BgYHVUpfD4fDZvl0ul9LT05WRkVFqObLvAAAAAP9F8A4AAC+qq+usLzP8QkNDFRwcTPYdAAAAcBIjeAcAgBfVlXnnyyw/m80mp9NZ5rh3Etl3AAAAgL8ieAcAgBfV2XXWl1l+kZGROnDgQLHAnDdk3wEAAAD+h+AdAAAlOBW6zjqdThljdODAgTLLGmNUUFDgsYzsOwAAAKBmEbwDAKAE1dl11lcTVwQEBMjpdJZr3DtJysvL8/id7DsAAACgZhG8AwCgBHa73aezwRbly0Chy+XSvn37ZIwpsyzZdwAAAIB/IXgHAEApqqvrbEBAgM/27XK5lJmZqYyMjHKVJ/sOAAAA8B8E7wAAKEV1dZ2VCjP9fCEkJEQhISHlmnVWIvsOAAAA8CcE7wAAKEVAQIBPs+LcbDabz7L8bDabnE5nuYN3Etl3AAAAgL8geAcAQBmqK/vOl+PrRUZG6tChQ8WCciUh+w4AAADwD9UzCjfgR5KSkhQfH1/i+q1bt1ZjawCcDIKCgpSdne3zetyBMV9wOp2SpAMHDqhBgwbl2iYnJ0chISHW7+7sux07dkgqzL7r0aNH1TcWAACc9kp7Z0tKSlJcXFw1tgaoWWTeAQBQBofD4bPx6I7nq66zdru9wl1njTHKzMz0WEb2HQAAAFC9yLzDaScuLo7sOgAVFhgYqGPHjlVLPTk5OT7Zt8vl0r59+2SMKVeWn91uV3p6ukJDQ63yZN8BAIDqUNo7W2lZecCpiMw7AADKwVcZccfzZYafy+VSdna20tLSyr2NzWYj+w4AAACoQQTvAAAoB4fD4dMx6Y6vyxdCQkIUGhpaoa6zQUFBSk1NlTHGWsbMswAAAED1IXgHAEA52Gy2apt11pdZfi6XS/v37y93eYfDoYKCAmVkZHgsJ/sOAAAAqB4E7wAAKKfq6jobEBDgs327XC4dOnRIubm55Spvs9kUHBxM9h0AAABQQwjeAQBQTtWVeWeM8dnYdxEREbLb7UpJSSn3NsHBwcrPz1d6errHcrLvAAAAAN8jeAcAQDlVV9dZm83msyw/u90up9NZoXHv3Md85MgRFRQUWMvJvgMAAAB8j+AdAAAVUF1dZ301aYX0f+PeFe0GW5qAgAAFBgYqPz+/2Ey1ZN8BAAAAvkXwDgCACqiurrO+FBkZqWPHjunIkSPl3iY4OFiSdPToUbLvAAAAgGpE8A4AgAqw2+0+zYpzc08U4QtBQUGqVatWhWaddWccFhQUFMuuI/sOAAAA8B2CdwAAVNCp0HW2MuPeuQN0R48eVX5+vrWO7DsAAADAdwjeAQBQQdXVddZXM85KhePeHT58WDk5OeUqXzQT0BhD9h0AAABQTQjeAQBQQQEBAQoICKiWunyVfRceHq6AgAClpKSUe5ui3XjT0tLIvgMAAACqAcE7AAAqobq6zvqqHrvdLqfTWaFx74pmHBpjik14QfYdAAAAUPUI3gEAUAnV1XXWlxl+LpdL+/fvlzGmXOUdDodHJmBaWpry8vKs38m+AwAAAKoewTsAACrB4XD4dEw6N2OMz+pxuVw6duxYhTLkjp8Bl+w7AAAAwLcI3gEAUEnVkX1ns9l81nU2ODhYYWFhFeo6e3zwLj09Xbm5udbvZN8BAAAAVYvgHQAAlVRd4975atIKSRUe985bW1JTUz1+J/sOAAAAqDoE7wAAqCSHw2EFqU5WLpdLhw4d8sieK43dbi+WfZeZmamcnBzrd7LvAAAAgKpD8A4AgEqy2WzV1nX2+IBZVYmIiJDdbldKSkq5t/HWFrLvAAAAAN8geAcAwAk42bvO2u12OZ3OCgXvvB1zVlaWjh07Zv1O9h0AAABQNQjeAQBwAqoj806ST2e2dTqd2rdvn4wx5Spf0ky7ZN8BAAAAVY/gHQAAJ6C6us5Kvsu+c7lcys7OVlpaWrm3CQkJKbYsOztb2dnZ1u9k3wEAAAAnjuAdAAAnqLq6zvqqnpCQEIWGhlZo1tmS2kL2HQAAAFC1CN4BAHCCTpWus1URvDt27JiysrKs38m+AwAAAE4MwTsAAE6Q3W73WZdWb3X5gsvl0qFDh5SXl1fudpQUtCT7DgAAAKg6BO8AAKgC1dF11maz+awep9MpSTpw4EC5twkODva6PCcnR5mZmdbvZN8BAAAAlUfwDgCAKnCyT1pht9sVERFRJV1npcLsu6Kz15J9BwAAAFQOwTsAAKpAQECAAgICfF6POwDmCy6XS/v37/cIupUmMDCwxPbk5uYqIyPD+p3sOwAAAKByCN4BAFBFqiv7zlddZ10ulzIzMz2CbqWx2Wwldp2VpCNHjpB9BwAAAJwggncAAFSR6hj3TvJdkDAkJETBwcEV6jpbWvAuLy9P6enp1u9k3wEAAAAVR/AOfufzzz/XOeecI5fLpbCwMHXo0EHPPfecCgoKarppAFAqh8Phs9lgi/JV11mbzWZ1nS2vsgKJhw4d0r59+6zfyb4DAAAAKobgHfzKm2++qcGDBysxMVGXXnqpxo4dq4yMDN1+++26+eaba7p5AFCm6ug6a7PZfDa+nsvl0oEDB5Sfn1+u8g6Ho9RJNI4ePaqvvvpKOTk5ksi+AwAAACqK4B38Rnp6um6//XbVrVtXP/74o+bPn68XXnhBW7ZsUf/+/fXSSy9p/fr1Nd1MAChVdXWd9VU9TqdTxhgdPHiw3NuU1nU2PDxcAQEBZN8BAAAAlUTwDn5j6dKlOnjwoG655RY1atTIWh4cHKwpU6ZIkv73v//VVPMAoFwcDodPZ4R181XmXUBAgCIiIirUdba0QKLdbldERIT27t1rLSP7DgAAACg/gnco0cUXXyybzaapU6dWaLuNGzdq/PjxiouLU2hoqGrXrq3OnTtrxowZSk1NLXG77777TpLUs2fPYuu6d+8um82mdevWVagtAFDdbDZbtc0666sgYVWPe+d0OrV//35mngUAAAAqgeAdvNq1a5dWrlxZ4e0ee+wx9ejRQ/PmzdMff/yh7OxsHT58WN9//70eeeQRtW3bVomJiV633bFjhySpTp06xdaFhoYqKirKKgMA/qy6xr0rrbvqiXC5XEpPT1dGRka5ytvt9lLb4nK5lJmZ6RGgI/sOAAAAKB+Cd7AcOXJE27dv12uvvaa+ffsqMzOzQtsvWrRI999/v/Lz89WgQQPNnDlTixcv1ltvvaUxY8bIZrNpz549Gjp0qA4dOlRs+7S0NEmFL3TehIWFkZkB4KRQXZl3vuo6GxoaqqCgIKWkpJR7m9KCdyEhIQoKCtLevXvJvgMAAAAqqOTp4XBaSUhI0IABAyq9fU5Oju69915JUoMGDbRhwwaPceuuvPJK9e3bVxMmTNDu3bv19NNPa+bMmR77cL/QlTRroTGmWsaRAoATZbfb5XA4lJeX59N6fPVMtNlsVtfZotlxpSktYGmz2eR0OpWSkqLmzZtbQUd39p07q3rbtm3q0aPHCbcfAAAAOJWQeYcq8dlnn2nXrl2SpKlTp3oE7tzGjx9vvZS99NJLKigo8FgfEREhScrKyvJaR2ZmZolZeQDgb6pj1llfjq/ncrmUkpJS7FldEofDIbu95P9WOJ1OHThwQLm5uR7Lyb4DAAAASkfwDpKks88+WytWrLD+vfXWWxXa/rPPPpNU+CI5YsSIEsuNHDlSknTgwAGtX7/eY13Tpk0lyQoCFnX06FGlpqZaZQDA31VH8E7yXRddp9OpgoICr8MceFPWGHwul0u5ubk6fPiw8vPzreWMfQcAAACUjuAdJElRUVE677zzrH+9e/eu0PabNm2SJMXExHidcMKtU6dOxbZx6969uyTpyy+/LLbdqlWrZIxRt27dKtQuAKgpdrvdZ2PSHV+PLzgcDoWHh2vfvn3l3qa04F1gYKBq1aqllJQUj+CdRPYdAAAAUBqCd6gSv/32mySVOTZSTEyM9fP27ds91g0ePFhRUVF6/fXX9ffff1vLc3Jy9Mwzz0iSrr766qppMABUg+rKvvNVAM897l15lZUFGBERoZSUFBljPLrjkn0HAAAAlIwJK3DCMjMzrZlia9euXWrZ6Oho6+e9e/d6rIuIiNDs2bM1duxYtW/fXkOHDlVISIhWrlyp7du3a9y4cRXOCPQmKSlJ8fHxJ7SPrVu3nnA7AJz6AgMDSxzHs6q4u6v6oh6Xy6Xdu3crKytLoaGhZZYPCAgodaIOl8ul7du3Ky8vTzabzSO42bp1a+3cuVPGGCUnJ6tNmzZyOp1VdiwAAMB/nOj7WFJSkuLi4qqoNYD/I/MOJywjI8P6uayXu6Jdqopu5zZmzBh98sknio+P13vvvad58+YpJCREzzzzjF555ZWqazQAVIOyJnGoKr7qnhsWFqbAwMAKZd+V1nU2IiJCNptNBw4cIPsOAAAAKCcy73DCsrOzrZ/L6jJVdH1JWSIXXnihLrzwwqppnBdxcXFkzgGoNoGBgTp27FhNN6NSbDabnE6n9u/fr9jY2HJtExQU5PXLGamwe6+762yDBg2Ul5dH9h0AAKehE30fO9HMPeBkQ+YdTljRLIvjByE/Xm5urvVzebpgAcDJrjrGvStrptcTERkZqZSUFI8sudKUdbxOp1MpKSmSRPYdAAAAUA4E73DCwsLCrJ9zcnJKLVs0S6/odgBwqnI4HNZMqr6uxxecTqfy8vJ0+PDhcpUvK5DodDqVnp5uZV8z8ywAAABQOoJ3OGHh4eEKDw+XJKWmppZa9uDBg9bPDRo08GWzAMAv2Gy2MocUqKp6fCEwMFDh4eFVNu6dexw9d/ZdQUEB2XcAAABAKQjeoUo0b95ckrRr165SyxVd36JFC5+2CQD8RXV1nfVl9l1FgnelHa/NZrPGvXMj+w4AAAAoGRNWoEp06tRJiYmJ+v3335WamqrIyEiv5b7//nvr544dO1ZT6zwlJSWVOsApk1kAqGrVkXnnricvL6/K9xsZGam//vpL2dnZCgkJKbN8QECA7HZ7iePkuVwu7dmzR8YY2Ww2K/vOPTOvO/tux44dkgqz73r06FF1BwQAAPxeae9sSUlJiouLq8bWADWLzDtUiQsuuEBSYfbEO++8U2I597rIyEj17NmzWtoGADWturrOBgQE+GS/tWrVksPh8MiWK43NZis1yOdyuZSTk+ORUUf2HQAAAOAdmXeoEkOHDtUZZ5yhv//+W9OnT7d+L2r+/Plat26dJGn8+PE+e8ksS1xcHNl1AKpdYGCgx4zbvmKz2WSMqfJ9urvOxsTElGuboKAgZWZmlrguNDRU+/fvl8vlklQ49p07E08i+w4AgNNdae9spWXlAacigneQVDgL7N69e63fi/6cmpqqnTt3Wr+Hh4crOjraY/uQkBA9+uijGj9+vPbs2aOuXbvq1ltvVXx8vDIzM7V8+XLNnz9fklS/fn3dd999Pj0eAPA3pQWzqop7pteiM3tXleO7upalrExDp9OplJQUj/FP8/LyPLZr3bq1du7cKWOMkpOT1aZNGzmdzsofBAAAAHASspmq/noeJ6WEhAQNGDCgXGXHjBljBeKO98gjj2jmzJklZn00aNBAS5YsUZcuXSrb1BPi/oaGzDsANeHIkSPFuodWtYKCAmVkZFT5fnNycpSYmKi+ffuWOK7p8Q4ePFhituHhw4eVlJSkwYMHe2RiBwUFeQQHN27caGXfxcTEkH0HAAB4r8NphzHvUKWmT5+uNWvW6JprrlGTJk0UEhIil8ulDh06aMqUKdq6dWuNBe4AoKZV16yzvhAUFKSwsLByj3snScHBwSWuczqdMsbo4MGDHssZ+w4AAADwRLdZSP+PvTsPb6rM+8f/PidJk7TJOWUtyCZWRqCAiPAVWVtQwXEZZ0BAhVFgXHFGxdFxhMeFEZVxREVHH4ZRVkGUcRlRQBEKWARFZBeB0ELZutHSNW2W8/ujv+RpaXJyTpo0Xd6v6+K62pz73LlT55o2n3wWAKmpqRHrkXTttddyGAURUQAmkwkVFRVRfQ7fcIxo9Nfz9b2rWeqqRi1YaTAYYLPZkJeXh/bt2/sf93g8MBgM7H1HRERERPT/Y/COWhyHw6Ha4JSp10QULUajEaIowuv1RvV5ohW8k2UZR44cgdvthtEY+k8Ik8mkOkDD1/fuYh6Pp9b+7H1HRETU8qi9Z3M4HEhOTm7A0xDFFstmiYiIGlCoQQ6RIIrR+fVut9shCALy8/M1rfcN0AhGlmUUFxfXGbDh8XhqBfx82Xc+hw4d0ndwIiIiIqImjJl31OIkJyczu46IYiYuLg6VlZVRf55oZPiJogi73Y7c3Fx06NBB0z1xcXFBp98mJCTAaDQiPz8fnTt3rnWN2XdEREQtm9p7NrWsPKLmiJl3REREDchoNEZtqISPIAhRG44RrNQ1GLVzCIIAu90etHSW2XdERERERAzeERERNSjfQIlo09KTLhyyLKOsrAxlZWWaz6FWxivLMvLy8gL2xePkWSIiIiIiBu+IiIgaXEME76KV3We1WhEXF6cr+85isQS9JkkSnE4nSktL61xj9h0REREREYN3REREDa4hgneAeslquARBgCRJyM3Njcg5LBYLLBZL0GDgxX37mH1HRERERC0Ng3dEREQNTBTFqJW11hStIKEsy8jPz9c8ECPUOYL1vQMAt9vN7DsiIiIiatEYvCMiIoqBaA2UqEmt11x9SJIEt9uNwsJCTesNBoNqAC9UMJDZd0RERETUkkX/Y3+iRsbhcKiOFlcbSU5EFCkNVTprMBjqDH6oL5PJBJvNhry8PLRp00bTPWazGS6XK+A1SZLg8XhQWFgYcD+PxwNRFP0BO1/2XWZmJoDq7LvBgweH+WqIiIioMVJ7z+ZwOJCcnNyApyGKLWbeERERxYDBYIDBYIj680Qrwy+Sfe+MRiNsNlvQ/RRFYfYdEREREbVYzLyjFic5OZnZdUTUKJhMpohnxV0sWgFCWZZx5swZVFZWwmw2h1xvMpkgCEKt/nU1SZKEvLw89OrVK+B1Zt8RERG1LGrv2dSy8oiaI2beERERxUhD9L2LloSEBBgMBuTn52taLwiC6uuVJAlFRUWoqqoKeJ3Zd0RERETUUjF4R0REFCMGg8EffIoWQRA0ZcbpJYqi7tJZtXPYbLaQwcCLsxQ5eZaIiIiIWgIG74iIiGIkVDZapBiN0emSIcsy8vLygpbCXkzttYqiCLvdjry8vKBrFEWpE8Bj9h0RERERNXcM3hEREcVQQ0ydjVZ2nyzLcDqdKCkp0bTeYDBAFIP/6eHre6eG2XdERERE1NIweEdERBRDDRW8i0b2ndlshtVq1Vw6KwgCLBZL0OuyLKO8vBxlZWVB17D3HRERERG1NAzeERERxUhOTg5efPFFjB8/HmPGjMG4ceMwf/58XX3ktIpWeW6oUlc957BYLIiLiwu5n9vtrvU9s++IiIiIqDlj8I6IiKiBVVRU4L777kPnzp0xe/ZsbN68Gbt27UJ6ejrmzp2Lvn37YubMmXA6nRF7TrVy1fqQZRkFBQV1ylmDUcs0FARBU+kss++IiIiIqCWJTgdrokbM4XAgJSUl6PWDBw824GmIqKWpqKjAjTfeiC1btgRd43a7sXTpUhw7dgyrV6+G1WqNyHMLgqB5uIRWkiRBURQUFBSgffv2IdcbDAaYTCa4XK6g+2VnZ0NRFNVefR6Pp1ZA0pd9l5mZCaA6+27w4ME6Xw0RERE1Fmrv2RwOB5KTkxvwNESxxcw7IiKiBvTII4+oBu5qysjIwKxZsyLyvNGabGswGGC323WV+qqdQ5ZluFwuFBUVqe7h9XqZfUdERERELYKgRPojeKJGzPfpDbPriCgWzp07hy5dutTp2abGaDRi//79mrLaQvF6varDIMJ15swZXLhwAWlpaZrWV1ZWorCwMOj1gwcPonPnzrjiiitU9xFFsU4Z7q5du/zZd126dGH2HRERUTPE93XU0jDzjoiIqIG8++67ugJ3QHUJ7YoVKyLy/NHse1dSUoKKigpN60NlAGodgsHsOyIiIiJqCRi8IyIiaiBay2UvlpGREbEzGI2Rb3cbHx8Pk8mkeeqsIAgwm81Br8uyjMLCQk2BzosHZXDyLBERERE1NwzeERERNZCSkpKw7istLY3YGdSmvYbLNyVWT987teCd3W6HIAgoKCgIuY/X660zhIPZd0RERETUnDB4R0RE1EDsdntY99lstoidwWAwRGyvmmRZRl5enuZptmqls6Ioai6dBVAnQ4/Zd0RERETUnDB4R0RE1EBGjhwZ1n1Dhw6N6Dl8WWmRpHVKrI/BYFDtwacneMfsOyIiIiJqzhi8IyIiaiDTp08Pq+fc5s2bMX/+fF1lqcEIghByYEQ4TCYTEhISNJ8xVN87SZJQUlICp9OpaT9m3xERERFRc8XgHRERUQPp0KEDpk6dqvu+7du3Y+7cuejbty9mzpypOaAVTDSGVgDVATet2XKAeulsQkICjEYjs++IiIiIqMVj8I6IiKgBvfHGG2GXz7rdbixduhQTJkxARUVF2GdQK1etD9+UWJfLpWm9WvDONwRDTzDw4udl9h0RERERNQfR+eidqBFzOBxISUkJev3gwYMNeBoiammsVivWrVuHRx99FO+9916dck8tMjIyMGvWLMyfPz/scxiNxrCeW43NZoMoisjLy8Mll1wScr3BYFA9hyRJOHfuHBRF0dSnz+PxwOv11gpO9uzZE1lZWVAUBdnZ2ejduzckSdL+ooiIiCgm1N6zORwOJCcnN+BpiGKLmXdEREQNzGq1YuHChTh16hTmzp2LESNG6N7j/fffr1cPvGj0vdM7JRZAyL53TqcTpaWlmvYSBKFOSTGz74iIiIioqWPmHbU4ycnJzK4jokYhKSkJTz/9NBRFwdatW3Xd63a7sWLFCsycOTOs545W6awkScjNzdWcLRcXF4eysrKA1ywWCywWC/Ly8mC320PuJQgC3G43s++IiIiaAbX3bGpZeUTNETPviIiIYmzLli1h3ZeRkVGv59USXNNLlmVUVFQEDchdzGQyqV7Xm8lnMBiYfUdEREREzQqDd0RERDFWUlIS1n1ay0kDEQQhKqWzvmw5rSW9oiiqnkOWZRQUFMDr9Wrez+l01lnPybNERERE1FQxeEdERBRjWkpCA7HZbPV63lBZb+EQBCGife/sdjvcbjcKCws1Pz8AZt8RERERUbPB4B0REVGMjRw5Mqz7hg4dWq/njUbZLFCdLZefn685W04t885kMiEhIQH5+fma9hIEAUajEZWVlcy+IyIiIqJmgcE7IiKiGJs+fTqMRn0zpIxGIyZPnlzv59b7vFpIkgSPx4Pz589rPoNaIFGSJN197xRFYfYdERERETULDN4RERHFWIcOHTB16lRd99x1111o3759vZ87Gn3vjEajrtJZQRBUS2clSUJhYSHcbrem/QwGAwAw+46IiIiImgUG74iIiBqBN954Q3P5bGJiIvbv349x48Zh/vz5modDBCKK0flTINJ97wRB0FU6KwgCs++IiIiIqFlg8I6IiKgRsFqtWLduHe67776QpaxFRUXYvXs30tPTMXfuXPTt2xczZ86sE6jSKhq972RZRlFREaqqqjStV8sAFEURdrtdc/AO+L9yYGbfEREREVFTx+AdERFRI2G1WrFw4UKcOnUKc+fOxfXXX4+BAwdClmXV+9xuN5YuXYoJEyagoqJC13MKghCV0tmEhAQYDAbNATeDweAvdw1Ebyafby9FUVBZWVnrGrPviIiIiKgpYfCOiIiokUlKSsLTTz+Nr776Cv3798eFCxc03ZeRkYFZs2bpfj6TyaT7nlBEUdQ9aEKtdFaWZZSUlGjOLqyZTeh0OqEoSq3rzL4jIiIioqaCwTsiIqJG6ty5c1iyZImue95//33dPfCiUTYLVA+ayM3NrRM4C0YtAzA+Ph5Go1FzMFAURX8/P/a+IyIiIqKmjME7IiKiRurdd9/VPGHVx+12Y8WKFbqfK1SfvXBIkoSKigqUlZVpWq8WvBMEQXcmX83XxOw7IiIiImqqIv+XOlEj53A4kJKSEvT6wYMHG/A0RETBbdmyJaz7MjIyMHPmTF33mEwm3YHCUCwWC8xmM/Ly8mCz2UKuF0URJpMJLpcr4HVJknD27FkoiqIpW7BmDz1f9p3VavU/5su+y8zMBFCdfTd48OCQ+xIREVH0qb1nczgcSE5ObsDTEMUWM++IiIgaqZKSkrDuKy0t1X2P2rCIcIWTLReq711lZaXm13dxgI/Zd0RERETUFDHzjlqc5ORkZtcRUZNgt9vDuk9LllsggiBo7k+nlSRJOHHiBLxer78HnRq10lmz2QyLxYK8vDxNPxtBEGAwGODxeAAw+46IiKgpUXvPppaVR9QcMfOOiIiokRo5cmRY9w0dOlT3PYIgqAbOwiVJEtxuNwoLCzWtDzX51m63h933DmD2HRERERE1PQzeERERNVLTp0/XPUjCaDRi8uTJYT1fNIZWmEwm2Gw2zQE3QRBCls7m5+fD6/Vq2u/ibD9OniUiIiKipobBOyIiokaqQ4cOmDp1qq577rrrLrRv3z6s59NS1hoOvdlyasE7u90Oj8ejOZMv0GALZt8RERERUVPC4B0REVEj9sYbb2gunx06dChefPHFej1fNLLvZFlGUVFR0CmyF1Mr3w0nk+/i18TsOyIiIiJqShi8IyIiasSsVivWrVuH++67L2hgTRAEdOzYERUVFbjrrrswf/585ObmhvV80eh7Z7PZIAgC8vPzNa03GAyqWYB6M/kCTdJl9h0RERERNRUM3hERETVyVqsVCxcuxKlTpzB79mykpqZiwIAB6Nixo39C7NmzZ7F7926kp6dj7ty56Nu3L2bOnFknwyyUaJTOiqIISZIi1vdOkiRdmXyBgneKoqCysrLWY8y+IyIiIqLGiME7IiKiJiIpKQlPPfUUVqxYAavVirNnz9bJHvNxu91YunQpJkyYgIqKCl3PE6hPXH1JkqQrG1AtA9But0MQBBQUFGjaSxCEgK+poqKC2XdERERE1OgxeEdERNSExMXF4emnn0ZGRoam9RkZGZg1a5bm/QVBiErprCzLKC8vR1lZmab1amcQRVF36WygkmNm3xERERFRU8DgHRERUROSn5+PlStX6rrn/fff15X1Fo2hFRaLBXFxcZoDbgaDQfUcespwffsFwuw7IiIiImrsGLwjIiJqQt577z243W5d97jdbqxYsULz+miUzQqCoDvgFqrvXWlpqeaS4GCvidl3RERERNTYMXhHRETUhGzZsiWs+7SW2QLVga5gmWr1IUkS8vPzg/bpu5ha6Wx8fDxMJpPmYKAoikGHcXDyLBERERE1ZgzeERERNSElJSVh3VdaWqprfbT63rlcLhQVFWlabzKZgl4TBAF2ux35+fmanz9YGa7X62X2HRERERE1WgzeERERNSF2uz2s+2w2m6710ci8M5lMSEhI0Nx/TxRF1SCirwxXayaf2mti9h0RERERNVYM3hERETUhI0eODOu+oUOHRvgk4Ylk3ztZllFZWak5G1Gtlx+z74iIiIiosWLwjoiIqAmZPn267mmwRqMRkydP1nWPIAhRKZ2VJAmFhYWah26olc6azWZYLBbNwcBQvfyYfUdEREREjZG+v/6JmgGHw4GUlJSg1w8ePNiApyEi0qdDhw6YOnUqFi1apPmedu3aYcWKFZg8eTLat2+v+T6TyYSqqqpwjhmU3W6HIAjIz89Hhw4dNJ1BEISgpbG+IRjJycmant9oNMLj8QS85su+s1gs/sd82XeZmZkAqrPvBg8erOm5iIiIKHxq79kcDofm3/1EzQEz74iIiJqYN954Q1f57NmzZzF37lz069cPM2fOhNPp1HRfsOms9SGKIux2u65sObXSWV/wzuv1an5+Ncy+IyIiIqLGhpl31OIkJyczu46ImjSr1Yp169bhj3/8I5YuXRq0BLV169ZISkqC0WhESUkJsrKysHTpUhw7dgyrV6+G1WoN+VwGgyFoplq4wul7FyzgKEkSPB4PCgsL0aZNm5B7qfW9A6qz76qqqmoFDJl9R0RE1PDU3rOpZeURNUfMvCMiImqCrFYrFi1ahP3792PWrFno2LEjgOrMMl/g6fz58/j555+xf/9+ZGVlQZIkWK1WZGRkYNasWZqeJxp972RZRmlpKcrLyzWtV+t7ZzQaYbPZdGXyheoZWFFRwew7IiIiImo0GLwjIiJqogRBQKdOnXDXXXchPz8fAKAoSp2pqT7FxcX+DLaVK1ciNzc35HOoDXgIl9Vqhclk0hxwMxqNquWuespwffup8WXf1cTJs0REREQUKwzeERERNWEmkwkrVqyAy+WC0WgMOtjBR1EUGI1GuFwurFixIuT+ocpMwyEIgu7S2ZpDJC4myzKKiorgcrk07aWllx+z74iIiIiosWDwjoiIqAkzmUzYvn07AATtfXcx37qMjAzNzxFpsiwjLy8vZLDRR61812azQRAEFBQUaNpLEATNve8ufh5m3xERERFRQ2PwjoiIqAkzGAwoKysL697S0lJN66IRvJMkCS6XCxcuXKj3GfROsAVCl84CzL4jIiIiosaBwTsiIqImzm63h3WfzWbTtE5LmalecXFxiI+P1xxwMxgMqgE3vWW4Wnr5MfuOiIiIiBoDBu+IiIiauJEjR4Z139ChQzWvjUYAT5IkTUMzfNT63kmShNLSUlRUVGjaS+vrYfYdEREREcUag3dERERN3L333qt7KqzBYMDkyZM1rRUEQbXnXLgkScL58+c19+pTO0N8fLyuCbaCIGgK4DH7joiIiIhijcE7IiKiJq5jx4644447dN3Tp08fXev1Bge18JX7ah00oVY2KwhCVPreAYDT6WT2HRERERHFDIN3REREzcCbb76JXr16aV6/d+9e9OvXDzNnzoTT6Qy5PtR01nAYDAZdATdRFFWz72RZRn5+vuYJtloDkh6Ph9l3RERERBQzDN4RERE1A5Ik4euvv8aoUaNU1yUkJKBPnz649NJL4XK5sHTpUkyYMCFkrzhBEDRnqumhd9CE2WxW3auyshIlJSWa9tITkGT2HVBSUoIlS5bgjjvuwBVXXIGEhASYTCa0b98eN954I1auXBm0BNrtdmPhwoUYMWIEWrVq5b9v7NixWL16dQO/EiIiIqKmhcE7IiKiZkAURdjtdnz00UfYs2cPunbt6r9WM0hVVlaGAwcOICsrC5IkwWq1IiMjA7NmzQr5HNHoeyfLMkpKSjQPmlA7g9lshtVq1dX3Tk/2ncvlqvVYS8u+mzdvHqZOnYoPPvgAmZmZaN++Pbp27Yri4mKsX78ed911F66//npUVlbWuu/8+fMYNmwYHnjgAWzbtg0A0K1bN5SUlGDDhg2YNGkSfve732nufUhERETU0jB4R0RE1EyYTCYA1QGus2fPAqgOUAUrIy0uLvaXzK5cuTLk5NdoTJzVO2jCaDSqZsxFq+8dwMmzZrMZEyZMwFdffYWSkhJkZmbC4XCgsLAQb731FoxGI9LT0/Hee+/Vum/GjBnYuXMnunTpgk2bNqGwsBDHjh1DcXExFi5cCJPJhE8++QSvvfZajF4ZERERUePG4B0REVEz4QverVixAi6XC0ajMWT/N0VRYDQa4XK5sGLFipDPEened4Ig6CqdFQQhZOlsQUEBvF6vpv30BCSbU/bdc889B0EQsGTJEs33zJ49G6tXr8b1119f67+B1WrFjBkzcNNNNwEADhw44L9WXl6ONWvWAADeeecdpKWl+a+ZTCbcd999+POf/wwA+Oijj+rzkoiIiIiarcg3ryEiIqKY8GWlbd++HQA0lyH61mVkZGDmzJlB1wmCgLi4uDplkfUlSRJOnz4NRVE0BQfNZnPQIRuSJMHj8aCwsBBt2rQJudeFCxeQkZGBzMxMXLhwAR6PB4mJibjyyisxaNCgOusrKipgMplqnbNnz544cOAADhw4gC+//BLr169Hly5dcPXVV+PKK6+MyrCPWAj1OnwB2P79+/sfKy0t9f/vq3PnzgHv800+vngoCBERERFVY/COiIioGYmLi0NpaWlY92q5z2g0Rjx4J8syMjMzUVxcDFmWQ673ZRgGYjQaYbPZkJeXpxq8+/rrr/Haa68hPT09YJaeJEnIzMys87jH44Hb7fafweFwYNasWVizZg08Hk+d9Zdeein++te/4t577w07iKcoCiwWC6qqqnDXXXdpypBsSNnZ2XjllVewfft2pKWlYerUqf5r7du3R6dOnXD69GnMnz8fS5YsqfNz2LNnDwBg5MiRETtTamoqtmzZ4v/+iiuuwKFDhzRnWpaVlaFLly4oLCz0P9YYf/ZERETUMrBsloiIqBkxmUyw2Wxh3avlvmhkkcXFxcFqtYbsuedjNBpVB02o9b3LycnB5MmTccstt2DTpk2ay2tr8mWI/fe//8VVV12F1atXBwzcAUBWVhbuv/9+/OY3v9E8lONin376aaPLSjt27BhSUlKQlJSEbt26YePGjXjttdfw1Vdf1ekj+Prrr8NgMGDZsmUYOnQovvzyS//Pfc+ePXjnnXfQqVMnPPXUU1E77y+//ILPPvtM8/rFixfXCtwRERERxVKLzbzbuXMnTpw4gU6dOmHw4MEB3wSsXLkSs2fPxvHjx2NwQiIiIv1MJhOGDBmC9PR03fcOHTo05BrfhNZgwapw+fre9ejRQ9N6s9mM8vLygNdkWcbZs2fhcrlqZemdO3cON9xwA44cOeJ/bNiwYbjllltw2WWXQZZlnDt3DseOHfNPRQ3E7XZj06ZNGDdunL8k9Fe/+hVuuukmyLLsz0789ttvsXnzZgDA559/jgceeABLly7V9PqA6hLd999/H48//rjmexqK0+ms1d8vLy8PDocDRUVFaNu2ba2148ePx1dffYX77rsP3333HW666SZ07NgRN9xwA9asWYMBAwbg3XffRceOHaN65ldeeQW//e1vQ67zer144403onoWIiIiIj1aXOad0+nEDTfcgCFDhuCOO+7AiBEjcNlll/mbKddUUlKCEydOxOCURERE4REEAffcc49qZlogBoMBkydP1rQ2Li4unKOpkiQJ58+f1xwUVDuDzWaDKIrIz8/3P1ZRUYFf//rX/sBdp06dsG7dOmzcuBGPPPIIrrvuOlx99dW46aab8MgjjwT8u8DnwoULuOOOO/yBuwkTJmD//v2YM2cOUlJS8Ktf/Qp9+/bFp59+in/84x/++5YtW4ZPPvlE9XWtXLkSI0aMQO/evSHLMu69995GOcG2T58+UBQFRUVF+P777zF27Fi89dZb6NOnD06ePFlrraIo2L17N/Lz8zFy5EhMmDABxcXFWLp0KcrKymA2m8Mu9daiVatWAIDvvvtONSjr89///hfHjh2rdS8RERFRLLW44N3rr7+OjRs34je/+Q3eeust/PnPf4bL5cLEiRPxP//zP7E+HhERUb116dIFkyZN0nXPHXfcgfbt22taqzcwqIUkSVAUBefPn9e0Xq3vnSiKdUpnX3zxRX+mWOfOnZGenl5r8qme1/Tee+/5S3y7d++OJUuWIC4uLuDk2ccffxzTpk3zP/byyy+r7n3kyBFs27YNP//8c53JtuG45557IAhCnX/PP/88AGDq1KkBr99zzz2a9pdlGYMGDcLy5csxbtw45OTk1Pl7asaMGXjiiScwYcIEbN68GatXr0Zubi6WL1+OXr16YePGjbj22mvx6aef1vv1BnL//ff7v/773/8ecv38+fMBAAkJCZgyZUpUzkRERESkR4sL3q1cuRI33HADPv74Yzz44IOYN28ejh49ittvvx0vvvginnzyyVgfkYiIqF5MJhPmzZuHXr16aVrfq1cvzJs3L8qnUmcwGFR71QVaf3FvtZokSfJn3jkcDrz++usAqgN7y5YtQ5cuXersp9Xnn3/u//q+++6D1Wr1f9+zZ09/X8Ds7GwUFxfjmWee8e///fff46efftL8XPXVuXNnpKSk1PnXrl07ANUZiIGuB5sMq2bChAkAgPXr1/sf2759O9555x0kJSVhwYIF/p9NfHw8Jk+ejH379uGuu+5CZWUlpk+fjqKiovq/6IuMGTMGffv2BQB88cUXtcp9L/bjjz/6s/P+8Ic/MPOOiIiIGoUWF7zLzMzE9ddfX+uxhIQEfPDBB/jjH/+IV199FXPnzo3R6YiIiOrPYDAgISEBX3/9NUaNGqW6dtSoUdi4cSMsFovm/QVBiErprC94N3nyZFgsFlgsFtUyU7PZDABYuHAhLr30Ulx66aV49dVXAVRnhJWWlqKiogKLFy/2Z7HddtttGDJkSJ29tE4h9Xg82Lt3r//7YcOG1boeKPuuW7duGDhwoP+xr7/+Ouj+zz33HBRFqfXv2Wef1XS2QF544QUcOHCgzr+HHnpI9foLL7yg+7l8ga6agx7Wrl0LABgyZEjA/40ZjUZ/NuL58+exc+dO3c+rha9voKIoeOWVV4Ku8/3vx2Aw4NFHH9X1HF6vF0ePHsUXX3yBt99+Gy+//DLmzp2LN954Ax9//DEcDkfY5yciIqKWrcUNrLDb7f4eNRfzfSr/zDPPoEOHDg14KiIiosgymUywWq346KOPkJ2djWeeeQbbt29HZWUlzGYzhgwZgjlz5tTJQNPKaDRGfAKqJEk4ffo09uzZ43/syiuvDLrebDajrKysViZV7969AQBWqxUmkwk5OTlYtWqV//qDDz4YcC+tgzgu7suXlJRUZ03Pnj2RlZUFRVGQnZ2N3r1745prrvEHpmq+vuYkKysLAGoNnvBl0qmVACckJPi/LikpicrZ7rjjDjz99NM4c+YMVq5ciRdeeAGdOnWqtebUqVP46KOPAAC33357rSBsKDNmzMCyZctC9u5LSUnBM888489SJCIiItKixQXvunfvjoyMjKDXX3/9dRQXF+Ohhx7CLbfc0oAno4bicDiQkpIS9PrBgwcb8DRERNERFxeHyspKANU98BYvXhzR/bVmqumRkJAAt9vtn/IuSRK6d+8edL2vbLbm/2/7gneCIECSJPzwww84ffo0gOrMsEBZdz5agncXv27fz7gmX/ZdZmYmgOrsu0suucR/PTs7W/U5GqOqqiocOHAAAwYMCHjd7XbjX//6F4DqMlWffv36AQC++eYbnDx5El27dq1z7xdffOH/Otj+9RUXF4c//vGP+Otf/4qqqiq8/vrrdTLwFixY4P+A989//rOu/ffu3atp6MbBgwcxceJE7N69O2T/QyKilk7tPZvD4UBycnIDnoYotlpc2ezIkSOxYcOGOpPQavr3v/+N66+/Hh9//HEDnoyIiChy1PrBRUqkA3iiKCIvLw9erxdAdeDH1yMt2PqawT673V4rOCRJEn788Uf/91deeSVEUcTGjRtx33334corr0S7du2QkJCADh06YMSIEZgzZ45qcK1169a1fra+577Yxb3vag7YKCgoUPsxNErl5eUYNGgQJk2ahE2bNtXKujx27Bhuv/127Nq1CwkJCfjLX/7iv3bnnXeiY8eOqKiowOjRo/HVV19BURQA1SXIy5cvx4wZMwAAd911Fy677LKovYYHHngANpsNAPCvf/0LFy5c8F8rLS3FokWLAABpaWm4+uqrde/fqVMnTJgwAa+99ho+//xzfPfdd/j+++/x9ddf47333sNvf/tb/9p58+bhm2++qecrIiIiopaixWXePf744xg9enTINwMffvghnnjiCZSXlzfg6aghJCcnM7uOiJo9QRBgMpkiMrE02P5xcXFwOp0R3ffUqVP+r/v37x9y/bFjx/zBvpoBM6A6eFezz1hFRQWGDBkScGBEUVERfvrpJ/z000/417/+hdmzZ+OBBx6os04QBFx55ZX+oOAHH3yAW2+9tc66i7PvfMMzgMDZek2B1+vF6tWrsXr1algsFlxyySUoKiryTwi22+1YvXp1rUwISZLw+eef4+abb8axY8cwZswYJCQkICkpCadPn/b/LG666SZ/8CxaEhMTMX36dLzxxhsoLi7G//7v//oDje+9956/xPeJJ57Qvfdnn32GNm3aqK6ZOnUqXnrpJTz99NMAgP/93//F6NGjdT8XEVFLofaeTS0rj6g5anGZd23atMHo0aND9viJj4/HP//5z4iXGRERETWUmtle0RCN7L4TJ074v/aVXKr5+eef/V/7SmZ9fD3xfHbu3OkP3LVv3x7Dhg3DjTfeiGuuuaZWn7aKigrMmjUr6ACr3/zmN/6vV61aheXLlwdc5wsmKoqC/fv3+x+vOZ22qUhMTMQPP/yA2bNnIzU1FYmJicjOzobT6URKSgpmzpyJgwcP4sYbb6xz79VXX42DBw/i+eefx8CBA2EwGHDy5EnIsoybbroJa9aswdq1axvk5/LYY4/5J/++8cYbqKyshNfrxRtvvAEA6NOnT8DXEEqowJ2Pb1AIAHz33Xe6n4eIiIhaphaXeUdERNRSxMXFNbkM8l9++cX/tZbMu5pBsYuDdwBqlXcmJCRg2rRpuPvuu9GnT586azMyMvDggw/iyJEjAIDXXnsNaWlpdfrkTZ8+HUuWLPGXzN59991IT0/HtGnTkJycjDZt2qCsrAy//PILNm/ejM8++8zfdw+onoQba8899xyee+45XfcMHDiw1tRcPVq3bo1nnnkGzzzzTFj3R0q3bt0wfvx4rF69GmfPnsXy5cvRunVr/39L31Ta+vB6vTh27Bj27duHzMxM5OXloaCgAE6ns1bWZV5eXr2fi4iIiFoGBu/+fwUFBdiwYQNuu+02xMfHx/o4RERE9SaKoqYhDOGKdGmu1+v1B85MJhN69eoV8p69e/f6vw5UQlPzbH/84x9VA1ZDhw7FN998g2uvvRanTp2Coih488036wTvLBYLli1bhvHjx+PcuXNQFAXvvfce3nvvvZDnBRpH8K4l+/Of/4zVq1cDAP7xj3/4s+YuueQS3HnnnWHve+LECcyfPx8fffQRzp49G3J9pKc1ExERUfPV4spmgzl27BimTJmCc+fOxfooREREERPt0tlI7n/8+HFUVFQAqJ6QG6os1+12+/vhGI1G9OjRo86amh/I+col1bRt27ZWz7P09PSA2Yu9evXCV199hbFjx6ruZ7fbMXny5Fq9zQKdkxrOwIEDMXLkSADVmZ7bt28HADzyyCOIi4sLa89Fixahd+/eWLBggabAHREREZEezLyrwTf9jIiIqLkwmUwhh0rk5uZi+fLl2L59O0pLS2Gz2TB06FBMnjwZ7du3V703khNnazam7tatG4qKitCqVaug6w8fPux/bZdffjnMZnOdNYmJif6vtWQ6CYKA6667rtY9Z8+erTWEwadTp054//33cerUKXz99dc4fPgwioqKEBcXh0suuQSDBg3CTTfdBEVRagXvtGQUUnQ9/vjj2LJli/97u92O+++/P6y9PvroI9x///21/o5MTU3F6NGj0adPH3Tt2hXt2rVDq1atYLVaG2QSNBERETUv/OuhBrUJtERERE2R0Wj0D024WEVFBZ5++mmsWrWqTulreno6/v73v+POO+/Eiy++CIvFEvQ5gu2v16FDh/xf/+pXv0J+fr5q8G7Pnj3+r4NNnasZvPNNRQ2l5vAK332Bgnc+l112mWqvNK/Xi6NHjwY8E8XGzTffjJ49e+Lw4cMAgHvvvTescmav14u//vWv/v/9Jycn48MPP8SAAQMiel4iIiJq2Vg2S0RE1Iz5+tJdrKKiAhMnTsSyZcvgcrnQvXt39O3bFykpKejbty8uvfRSuFwuLF26FBMmTPCXswbaP9xSw4vVDN6lpKSEbOhfc1pnsMm0NYdYHDt2TNM5Lg5k2my2kOvVgpfbtm1DYWEhAKBr164wGAwoLi7WdBaKDkEQMHPmTADVAe5HH300rH327t0Lh8MBoDoL9eOPP2bgjoiIiCKOwTsiIqJmLlDw7umnn0ZGRgasViskSUJmZib279+PgwcPYv/+/cjKyoIkSbBarcjIyMCsWbOC7h+pMsCff/7Z/3XPnj1x/vx5uN3ugGu9Xi/Wr1/v/z7YZNqagZTvv/8eZWVlIc+RmZnp/1oURXTq1El1vaIoqkNBXnrpJf/Xvl5rNQOVTUVJSQmWLFmCO+64A1dccQUSEhJgMpnQvn173HjjjVi5cmXQ/15utxsLFy7EiBEj0KpVK/99Y8eO9Q+PaGhTp05FZmYmTpw4gS5duoS1x8mTJ/1fX3bZZUGDyERERET1weAdERFRM3dx8C4nJwerVq0CADidzqBZYMXFxf6ecitXrkRubm7AdZFoO5Gbm4v8/Hz/9xaLBYqiBC11/eijj3D69Gn/98GynZKTk/0lrxUVFfj3v/8d8ixr166tta8kSSHvCTZxd9myZdiwYQMAICkpyd/7Ljs7u8ll382bNw9Tp07FBx98gMzMTLRv3x5du3ZFcXEx1q9fj7vuugvXX389Kisra913/vx5DBs2DA888AC2bdsGoLqnYUlJCTZs2IBJkybhd7/7XdDAX7QYjUZceumluOSSS8Leo+ZrjVQGKhEREdHFGLwjIiJq5kRRrDVpdcWKFXC5XDAajSF71SmKAqPRCJfLhRUrVgRcIwiCpkmuamoOqwCA3bt3w2azBSydzc7Oxl/+8hf/9507d0a7du2CZgBOnz7d//ULL7xQK8PvYidOnMBbb73l/37q1Kmazh8oePfZZ5/hgQce8H//xhtv1OrN19Sy78xmMyZMmICvvvoKJSUlyMzMhMPhQGFhId566y0YjUakp6fjvffeq3XfjBkzsHPnTnTp0gWbNm1CYWEhjh07huLiYixcuBAmkwmffPIJXnvttRi9svBddtll/q+PHj0aNMANVP9vZPbs2Q1xLCIiImpmGLwjIiJqAWpmBW3fvh0ANGc6+dZlZGRo2j8cFwey5s6di+zs7DrBuy+//BKpqak4d+6c/zFfZlywQOS4ceNwxRVXAKgu/bzhhhvw2Wef1Vn3zTff4LrrrkNRUREAYNCgQZgwYULQM//www/+oJ3b7fY//8GDBzF16lT87ne/8/cKfPTRRzFx4kT07NnTn6nY1LLvZs+ejdWrV+P666+vNdnXarVixowZuOmmmwAABw4c8F8rLy/HmjVrAADvvPMO0tLS/NdMJhPuu+8+/PnPfwZQnU3Z1AwYMABdu3YFUB2cu+uuu3Dq1KlaayorK/Hhhx+ib9++mDt3biyOSURERE0cp80SERG1ACaTyR9IKi0tDWsPtfvqm3lXM3jXqVMnnD59Gvfddx+6du2KPn36wO12Y//+/Th79iyA6h53vmmzhw4dwg033AC73Y5//vOfdfY2m81YuHAhbr75ZpSWliIvLw8TJ05Ex44dkZKSAkVRcPjw4VpluMnJyXj//fchisE/5/zLX/6CY8eO4bLLLkNSUhKcTicyMzNr7QMAjz/+OP7xj38AqB5+cemll/r76h06dAiDBw/2r920aRM2bdpU6/6tW7f6v967d2+d7K1Ro0Zh1KhRQc8ZKaHKo32B1pr9B0tLS/3B386dOwe8r0+fPgCAqqqqCJyyYYmiiFdeeQUTJ04EAGzcuBHJycno1asXOnbsiKKiIhw6dMgfpLVarUGHvxAREREFw+BdDaFKh4iIiJoqg8EAQRCgKErI6anBqN1X3753NUtZ58+fjxkzZiA/Px8nT56sNRRAEAQ89dRTGD58OH7961/7H9+6dWutEtWLXXrppXjnnXfwwgsv4JdffgEAnD171h8MrOnmm2/GokWLYLPZQgaUysrKsH//fuzfv7/OtV69euHtt99Gampqrcd79uyJrKwsKIqC7Oxs9O7d2589uHXrVtXsrAMHDtTKbAOqe7c1RPAumOzsbLzyyivYvn070tLSapUat2/f3h+MnT9/PpYsWVLnfyu+IKxvmEdTM2HCBGRnZ+PJJ5+E1+tFVVUV9u7di71799Zad/PNN+P111/H5ZdfHqOTEhERUVPFstn/31VXXYXMzEx069Yt1kchIiKKOEEQ/IMrhgwZEtYeQ4cOVb0eaKqtFhUVFcjKygIAJCYm4pprrsGnn36KiRMnol27doiLi0OnTp0wbtw4fPXVV3j22WcxatQoPPzww5BlGR07dsSdd96Jhx56SLV8t2fPnnj55ZexcuVK3H777ejatSssFgsSEhLQo0cPTJs2DZs2bcKaNWvQqlWrkNmEAwcORFJSEuLi4mA0GpGYmIgBAwbg/vvvxxdffIH9+/fXCdwB/5d959PUet8BwLFjx5CSkoKkpCR069YNGzduxGuvvYavvvqqTu/B119/HQaDAcuWLcPQoUPx5Zdfwuv1AqgO3L3zzjvo1KkTnnrqqVi8lIh4/PHHsWPHDkycOBFJSUkwGAyw2Wzo06cPZs6ciR9++AGff/65f3gKERERkR6CwnQzakF8jcIvboxORNQSVFZWoqysDDk5Oejbty88Ho/mew0GAw4cOID27dsHXePxeFBeXq77XD/++CPGjRsHABg8eDA++OAD/7WcnBzk5OTg+uuv15TdV1ZWhpKSkoDXKisrsXfvXowcORKyLIfcS1EU3a9HlmVNJcSlpaVYv369P+t/zJgxmqbaNhYHDhxA3759/d+3bdsWkyZNwrPPPou2bdvWWb9p0ybcd999cDgcAICOHTvihhtuwJo1azBgwAC8++676NGjR4Odn4iImja+r6OWhpl3RERELYQvMy4pKQmTJk3Sde8dd9yhGrgDwu97VzPzrFevXrWuSZIEp9OJsrIyTXupZd6ZzWZYrdaAE2wDEQQh6ATbYAJNnQ2kqWff9enTB4qioKioCN9//z3Gjh2Lt956C3369KlV5gxUB0F3796N/Px8jBw5EhMmTEBxcTGWLl2KsrIymM3msPswEhEREbUEDN5pcOHCBZw9exZnzpxR/UdERNSYiaLoD0bNmzevTqAsmF69emHevHkh1ymKElbvO7XgncVigdls1hxwMxqNqmew2+2a9wL0ByS1Bu8ANMjk2eeeew6CIOj+98ILL2jaX5ZlDBo0CMuXL8e4ceOQk5OD//mf/6m1ZsaMGXjiiScwYcIEbN68GatXr0Zubi6WL1+OXr16YePGjbj22mvx6aefRvz1ExERETUHHFgRhMPhwLPPPot169ahqKgo5HpBEPzT1IiIiBork8kEt9sNq9WKr7/+Gr///e/rTDetadSoUVi+fDksFkvIvQVBQFxcHCorK3WdSS14JwiCP+DWvXt3TWcwm81wOp0Br8uyDIfDAY/Hoykwpzd453a7NQcxQ02ejYS2bdviiiuuCOs+vSZMmID//Oc/WL9+vf+x7du345133kFSUhIWLFjg/7nEx8dj8uTJmDRpEu655x68//77mD59OlJTU5GYmKj7uYmIiIiaMwbvAjhw4ACGDx+O4uJiTqAlIqJmxWQyoaKiAgBgtVrx0UcfITs7G8888wy2b9+OyspKmM1mDBkyBHPmzEGXLl107W80GnUF77xeL44cOQKgOlAWqO+ZLMs4ceIEvF4vRDF00YBa8M5ut0NRFBQWFmoKUPky0bT+PaAoCtxut+bhHWqTZyPh4YcfxsMPPxyx/dS0atUKAFBYWOh/bO3atQCqh6QECgAbjUa8/PLLeP/993H+/Hns3LkTY8aMaZDzEhERETUVDN4FMHv2bFy4cAHx8fGYOXMm+vXrB0mSYDabY300IiKievGVldYMRnXp0gWLFy+OyP5agms1HT9+3B9MvOyyywIGeCRJgtvtRlFREVq3bh1yT7XAmdFohM1mQ15enubsMqPRqKsc1uVyaQ7eNUT2XUPxTQzu2LGj/zFf9YLazy8hIcH/dbBhI0REREQtGYN3AWzbtg2CIGDVqlW45ZZbYn0cIiKiiDKZTKiqqora/kajUXMriZolsz179gy4xmQyISEhAfn5+ZqCd0ajEQaDIeg0XV8ZrtaefwaDQXfwTo9oZ99FQlVVFQ4cOIABAwYEvO52u/Gvf/0LAGplzvXr1w8A8M033+DkyZPo2rVrnXu/+OIL/9fB9iciIiJqyTiwIoCysjIIgoCbb7451kchIiKKOLWJrJGgNesMAG699VZkZWUhKysLb775ZtB1egdNqGXLS5KEoqIizQFMvdmEHo8HXq9X8/qmMHm2vLwcgwYNwqRJk7Bp06ZaP7tjx47h9ttvx65du5CQkIC//OUv/mt33nknOnbsiIqKCowePRpfffWVP+vT4/Fg+fLlmDFjBgDgrrvuwmWXXdawL4yIiIioCWDwLoBOnTpBURTdDbeJiIiaAt/E2WjRO+RBC0mScP78ec0ZfWoBSpvNBoPBgPz8fE17CYIQ1amzQMNMnq0vr9eL1atXY/To0ZBlGcnJyWjTpg169OiBTz/9FHa7HR999BGSk5P990iShM8//xwdOnTAsWPHMGbMGNjtdiQnJyMhIQG///3vUVxcjJtuugmLFi2K4asjIiIiarwYvAvg+uuvBwB89dVXMT4JERFR5ImiGPUAXqTZ7XYAQEFBgab1atl/oijCbrdrDt4B+gOSeoN3jT37LjExET/88ANmz57tnwibnZ0Np9OJlJQUzJw5EwcPHsSNN95Y596rr74aBw8exPPPP4+BAwfCYDDg5MmTkGUZN910E9asWYO1a9fCarXG4JURERERNX6CwnGqdfzyyy9ISUlB//79sWvXrlgfhyIoJSUFAHDw4MEYn4SIKLYqKir8gyKiobKyMuJ99Q4fPoy2bduiT58+mtbn5+cHzdQ7d+4cCgoKMHr0aE17eTyeoBNsAxEEwT99VavS0lKsX7/eX1Y6ZsyYRtf7joiIqDHg+zpqaZrWx+4N5IorrsDMmTPx6quvYvbs2Rg7dqym3jUjRoxogNMRERHVn8lkimrwzmg0Rjx4J0mS7r53wYJ3kiTh5MmTKC8vR3x8fMi99Pa9UxQFbrdbV4Zjc5o8S0RERESRw+BdECkpKVAUBS+99BJeeumlkOsFQdDch4eIiCjWjEYjBEFAtBLw9Qa7tJAkCadOnYLT6YTFYgm53mw2o6ysLOA1q9WKuLg45OXloVu3biH3EgRB1xRdoLp0Vm95clOYPEtEREREDYs97wJYt24dpk+f7n9To+WfnqlyREREjUG0p85GOoCXkJAAo9GouVedWuBMEATdE2yj3fcOaPy974iIiIio4TF4F8C8efPg9XrRv39/fPPNN8jLy4PT6YTX61X9R0RE1JSoDXWoL0EQIh4c1BtwE0VR9QySJCE/P19z9qHeYKTb7Q4rs7EpTJ4lIiIioobD4F0Ae/fuhSAIWLlyJdLS0tCmTZuoZydQYB988AEEQcCSJUtifRQiomanPhNnfZnn0do/GFmWkZeXpzkoZjabVfeqqqrChQsXNO0lCII/qKYVs++IiIiIqL4YvAvA7XZDFEVcccUVsT5Ki/TDDz/goYcewtixYzF58uRYH4eIqNkSRVF3gG3r1q2YOXMmrrrqKvz444+qa/UGurSQJAlOpxOlpaWa1qt9+BYXF4f4+HjNmXy+vnd6hBO8A5h9R0RERET/h8G7AHr27Amv14vc3NxYH6VFOnjwIN555x1s2LABHo8n1schImrW9JbOfv7551i6dCmys7MxdepUjBs3DvPnzw/6OzPS2XdmsxkWi0VzwM03mCOYxtj3DmD2HRERERH9HwbvApg0aRIURcHy5ctjfZQW6Z577vGXY73yyiuxPg4RUbOmNXhXUVGBxx57DEuXLvU/dubMGaSnp2Pu3Lno168fZs6cCafTGdb+Wvn63mkdWiEIgmrprCRJOH/+vOYPi/RmE3q93rA/iGL2HREREREBDN4F9OCDD6Jr166YM2cOTp8+Hevj1Mutt94KQRDw3HPP6bpv165dmDZtGpKTk2G1WtG6dWtcffXV+Nvf/oaioqKonJWIiBpeqMw0oDpwN3HiRCxbtgwej8c/uEEURfztb3/DwIED4XK5sHTpUkyYMAEVFRX+e/VmqmnhGzShdVhUqOCdoigoKCjQtJcoiroHVzD7joiIiIjqI/KdpJuBRx99FO3bt8fJkydx66234uqrrw55jyAIWLhwYQOcTruTJ0/im2++0X3fvHnzMGvWrFqZAk6nE4WFhdi9ezcWLlyItWvXon///hE8LRERxYrJZEJVVVXQ608//TQyMjJgt9uxcOFCvPDCCzh06BC8Xi/++9//YurUqZg5cybuv/9+ZGRkYNasWZg/f37UzitJEtxuN4qKitC6deuQ69Wy/wwGg790tn379pqe32g0qv68LuZyuWCxWDSvr6lnz57IysqCoijIzs5G7969IUlSWHsRERERUdPE4F0A//73v/1ZCD/99BP27Nmjul5RlEYTvLtw4QJycnLw7bffYs6cOSgvL9d1/+rVq/HUU08BADp06ICHH34Yffv2RXl5OdavX49ly5bh9OnTuOWWW7B3715Nb5qIiKhxi4uLCxqMysnJwapVqwAAM2bMwB//+MdaWWo//PADfvjhB7Rp0wYzZszAyy+/jJUrV+Kpp55C+/btIQiC6v7hMJlMSEhIQF5enqbfQ0ajEQaDIWj5qt6+d3oz79xut/9vBb182XeZmZkAqrPvBg8erHsfIiIiImq6GLwLYMSIEVGZkBdt6enpSEtLC/v+qqoqPPnkkwCqA3c//PADOnfu7L8+adIkjBgxAtOnT8epU6cwf/58vPDCC3X2adu2rebyo5EjRyI9PT3sMxMRUf2pDZVYsWIFXC4XLr/8cvz9738PWqpaUFCAv//970hOTobD4cCKFSswc+ZM//6RDN4B1dl3eXl5mifDm83moB9oybKM06dPw+l0asqQ0xu8UxQFbrc77P5/zL4jIiIiatkYvAugpQaTvvzyS5w8eRIA8Nxzz9UK3PlMmzYNixYtwo4dO7Bw4ULMmTOnzpuYJ598UnPGX81ePkREFBuiKMJoNMLtdte5tn37dgDA2bNnQ/aY83q9OHfuHAAgIyPDH7zTG+zSQpIkHDlyBG63W9NE27i4uKC/mxISEmA0GpGfnx/wd9/FBEEI+vMKxuVyhR28Y/YdERERUcvG4F0zcuWVV+Lrr7/2f5+fn4877rhD8/1ffvklgOo3JePHjw+6buLEidixYwfy8/Px/fff13kD4cveIyKipsNkMgUMRpWWlgIAysrKNO3jW+e7z0cURc0DJrSw2+0QBAH5+fno0KFDyPVqgTNBEPyZfFqCd0B1rzy9wbv6YPYdERERUcvFabMBBOuJo2br1q1ROIk+rVq1wnXXXef/N2zYMF33//jjjwCALl26oE2bNkHXDRgwoM49RETUtAULbtlstrD2q3mfr+9dJImiqKtXncFgUM3Q8wXvFEXR/Px6eDyeegUvOXmWiIiIqOVi8C6A8ePH6/o0fc2aNRg7dmwUT9Qwjh49CiB0KWuXLl38Xx85ciSaRyIiogZiMBgC9nsdMmRIWPsNHTq01vdaSlv1kiQJ+fn5mtebzWbVvZxOZ52MwWAEQdDdHzcS2Xe+58zOzkZxcXG99iMiIiKipoFlswF89tlnuO222/Dxxx+HzBR4++238ac//UnzJ/WNVXl5OUpKSgAg5OS+tm3b+r/29TaKpIMHD2LdunUAgC1btgAA1q9f73+DNnHixFoBRL0cDgdSUlLqfUYiouZEEASYTKY6gyUmT56Ml156SdfvOUEQMHny5DqPRZokScjOzkZFRQWsVmvI9WazOWj5r8VigcViQV5eHux2e8i9fH3v9ATkXC6XagAxFPa+IyKi5qK+78ccDgeSk5MjdBqixo+ZdwHY7XasW7cOt9xyC5xOZ9B1s2bNwh//+Ed4vV6MGDGiAU8YeTXfzIR6A1TzjYfWHkh6/PDDD3jiiSfwxBNPYO3atQCA1atX+x9zOBwRf04iIgpcOpuUlKQ7+27o0KFo3759nccjnX0XHx8Pk8mkOfsu1PPrKcMFqrMV9XC5XPX+sI/Zd0REREQtDzPvAti0aRNuvPFGbNy4Eb/+9a+xdu1axMfH+697vV784Q9/wNKlS6EoCm6//XYsX748hieuv5pBylDT8Gper6ioiPhZ7rnnHtxzzz0R39cnOTmZmXNERAEE+///pUuXomfPnppaShiNRixdujTo/nraUoQiCII/4KYlI1sURcTFxdXJLvSRZRmZmZnwer2aetrpzSZUFAUej6deQUxm3xERUXNQ3/dj9c3cI2pqmHkXwNVXX4309HR06NABW7ZswZgxY/w9cCoqKnDrrbf6A3ePPvooPvjgg4g34m5oNbPpQg3sqFkipKVMiYiImgZRFAMGllq1aoVFixZpClYtWrQIiYmJAa/pzVTTQu+giVB97zweDwoLCzXtJYqi7sEV9e17BzD7joiIiKilYfAuiN69e+Pbb7/FpZdeiu3bt+P666/HsWPHMGrUKH8/tn/84x+YP39+VPr4NLSamYXBMhJ8ambp1byPiIiavmDZd7feeitWrFiBVq1aBb334Ycfxq233hqtowUkyzIqKyv9fVtDUfuwzWg06i6d1ZtFF4ngHSfPEhEREbUsDN6p6N69O7Zt24aePXti586d6NWrF3bu3AmTyYSVK1di5syZsT5ixNhsNthsNgBAUVGR6tqCggL/1x06dIjmsYiIqIGptU4YO3YsDhw4gLfffhu33HILRowYgb59+/qvh8pYEwQh4pnqZrPZP2hCC6PRqPqhm81m0xW805t553a74fV6dd0TCLPviIiIiFoOBu9CuOSSS7B161ZcffXV/j4169evx8SJE2N9tIi7/PLLAQAnT55UXVfzeo8ePaJ6JiIialgGg0E1uGWxWDBx4kQsWbIEn3zyCRYvXuy/tnnz5pDlq5EeWgFUl7tqHVohCIJq6awsyygsLNScIac3eAcgIn3/mH1HRERE1HJwYIUGbdq0waZNm3DLLbdg27Zt+PTTT5GamhrrY0XcgAEDsGfPHhw7dgxFRUVBexbt3r3b//VVV13VQKeLHIfDodrglMMsiKglEwQBJpMpZAsFn+7du+PSSy9FVlYWzpw5g19++QU9e/YMuj6cYFcokiTpGjRhNpuDTpO32WwQRRH5+fno2LFjyL0EQYDRaNQVkHO5XBHJQOzZsyeysrKgKAqys7PRu3dvSJJU732JiIgaA7X3bA6HA8nJyQ14GqLYavHBuxtuuEHzWo/HA0VR8Oabb2Lnzp2w2+3+a4IgYMOGDdE4YoMZO3Ys3nvvPXg8Hnz44Ye47777Aq778MMPAQCJiYm49tprG/KIRETUAPQE7wAgNTUVS5YsAQCkp6erBu+A6t+ZWgdMaFFz0ESbNm1CrlcrDRZF0T8EQ0vwDqjOVtQbvIsETp4lIiIiahlafPBu48aNut9EKIqCnTt31nqsOQytuOWWW9CxY0ecPXsWc+bM8X9f05IlS7Bjxw4AwLRp06IyOTDakpOTmV1HRKRCLbgVyKhRo/zBu02bNuGBBx4IutZXthos8y0cRqPR36tOS/DOaDTCYDAEna7uC95ppTeb0Ov1wu12R6SEmNl3RETUXKm9Z1PLyiNqjlp88O73v/99swi8AdVTYM+dO+f/vubXRUVFyMrK8n9vs9nQtm3bWvdbLBbMnTsX06ZNw+nTpzFo0CA8/PDDSElJQXl5Ob766iv/m7OkpCT85S9/ierrISKi2BBFUTW4dbHhw4f712/fvh1OpxMWiyXo+mh88OObEhsq68/HbDajvLw84DVJknDy5EmUl5drmqouCILuDwJdLldEgnfMviMiIiJq/gQlknUrFFPp6elIS0vTtPbuu+/2B+Iu9swzz+CFF14I+iakQ4cO+PzzzzFw4MBwjxozvk9omHlHRKSuvLxcV3bcTTfd5M/M/vjjjzFy5MigaxVFQWlpab3PWFNxcTF++eUXjB07VlPmoNPpDDpdXVEU7N27F7169UK3bt00PX9VVZWuclij0RixDLnS0lKsX7/e/3t7zJgxzL4jIqJmje/rqKXhtFmqY86cOcjIyMCUKVNw6aWXwmKxQJZl9O/fH88++ywOHjzYJAN3RESknd7S2ZofHm3evFl1rSAIEc++s9lsEARB89RZtdcnCILu0lm9r8ftdkes7x8nzxIRERE1by2+bLY5SU1NjdgbgWuvvZbDKIiIWjCj0airFDQ1NRUvvfQSgOrg3XPPPae6Pi4uDhUVFfU9pp8oirDb7ZqnxBoMBtUpsZIkITs7G4qiaGqvEU4LjkhNnQXY+46IiIioOWPmHREREdUhCIKunmxXXXUVEhMTAQAHDhxATk6O6vpo9L3Tmy1nNptV93K5XLhw4YKmvURR1D24IlJTZwFm3xERERE1Z8y8oxbH4XCoTidi3wQiompxcXGaA0wGgwEjR47EZ599BqC6D+vEiRODro/GsChZlpGdnY2KigpYrdaQ681mM8rKygJei4uLQ0JCAvLy8vxByVCMRiOqqqo0nzeSwTuA2XdERNS8qL1nczgcSE5ObsDTEMUWM++IiIgoIL1970aNGuX/OlTfu3D2D8VqtcJkMmnOvguVWWiz2XRl8unNvPN6vZon+mrB7DsiIiKi5omZd9TiJCcnM7uOiEgDURRhMBg0B5hSU1P9X6enp8Pr9aoGtEwmU0Szz2oOmujatWvI9aIowmw2o7KyMuB1WZZx7NgxuN1uTSXEeoN3QPWUWi1Zglox+46IiJoLtfdsall5RM0RM++IiIgoKD3ZcZ07d0aPHj0AAHl5eSE/KAkn2BWKL3inddCG2sAIu90ORVFw/vx5TXvp7RMIRL50ltl3RERERM0Pg3dEREQUVLRLZyPd+06SJFRVVaG4uFjTerXgncFggCRJyM3N1fz8egdxuN3uiE2K9+nZs6f/55qdna35Z0FEREREjRODd0RERBSU3kyytLQ0/9ebNm1SXSsIgmrwLBxmsxlWq1VX3zu1AKLdbtfV9y6cKbrMviMiIiIiNQzeERERUVCCIOjKvhsyZIg/ILdz586g01x99AYHtbDb7cjPz9e0VhAEmM3moNclSUJJSQmcTqfm/fRmE0Y6eAcw+46IiIioOWHwjoiIiFTpCd4lJCTgmmuuAVA9jGH79u2q6yNdNgtUD5rIz8/XPGhDLXiXkJAAo9GoK/su1n3vAGbfERERETUnnDZLLY7D4VCdTsRJtEREtente5eWloZt27YBqO57d/311wddKwiCrom2WvgGTRQWFqJt27Yh16uV7tacYNulSxdNz28wGHQF5LxeLzweT1glt2o4eZaIiJoytfdsDocDycnJDXgaothi5l09jRgxAmvWrIHX6431UYiIiKLCYDDomgyrd2hFpPveGY1G2Gw2zdlyBoNBNXCmd4JtOFN0q6qqdN8TCrPviIiIiJoHQYn0iLMWRhRFCIKASy65BA899BDuvfdeTZ/yU2z4Pr1hdh0RkT5lZWWorKzUtNbr9aJ3797+4Nm+ffvQqVOnoOsVRUFpaWlEzulz6tQplJeXY8SIEZrWFxcXo7y8POC1yspK7N27F6mpqZoz15xOp65sQqPRGJWsuNLSUqxfv94feBwzZgyz74iIqMnj+zpqaZh5FwGKouD06dOYPXs2unbtimnTpuGnn36K9bGIiIgiRk/prCiKSE1N9X+vJfsu0mRZRlFRkeaMNrXsP70TbAH9U2fdbrfmzD49mH1HRERE1PQxeFdP3377LZ577jkMGzYMRqMRTqcTS5YswcCBAzF8+PBYH4+IiCgiwul75xMqeKd3oq0WCQkJMBgMmqfOhnp+u90e1eAdEJ3BFQAnzxIRERE1dQze1dOQIUPwzDPPYOvWrTh//jzWrl2LRx99FL179w45YY+IiKipEARB1xTVmpl36enpIUtIIx28E0VRV8DNYDConkGSJBQUFGguhRUEQfck3WgF75h9R0RERNS0MXgXQQkJCfj1r3+N+fPnY//+/Th37lysj0RERBQxegJsSUlJ6NOnDwCgqKgIe/bsUV0fzpCHUHyDJrQym82qe3k8HhQWFmrayzdFV49oBe8AZt8RERERNWUM3kVRu3btYn0EIiKiiIlm6SwA3ZlqoUiShPLycpSVlWlar9b3zmg0Rr101uv1wu1267pHK2bfERERETVdDN4RERGRJgaDQVeArWbp7FdffYVXX30V48aNw5gxYzBu3DjMnz8fubm5AKLT985qtSIuLi5mfe/CySZk9h0RERERXYzBuwCGDRuGDz74IGqffhMRETVFegNsgwcPhsViAQD8+OOPePHFF5Geno5du3YhPT0dc+fORb9+/TBz5kw4nc6IB+8EQdBVOisIgmrprN4JtqIo6g7gRTN4x+w7IiIioqZJe+fpFmT79u347rvv8Oijj+Lee+/F/fffj86dO8f6WBQhDocDKSkpQa8fPHiwAU9DRNS0mEwmzcErRVFgsVjgdDoBAJdffjkeeOABJCUlIScnBx988AF27dqFpUuX4tixY/jggw8ifl5JkpCdnQ1FUTRlDZrNZlRWVga8VnOC7SWXXKLp+Y1Go+afFwC43W54vd6o9AAEqrPvsrKyoCgKsrOz0bt3b0iSFJXnIiIiqg+192wOhwPJyckNeBqi2GLmXQBTpkyBxWJBbm4uXnzxRVx22WUYN24cNm3aFOujERERxZSe7Linn34aRUVF/u9TU1ORmpqKnj17IjU1FRs2bMCaNWtgt9uRkZGBWbNmRTxoJUkSXC4XLly4oGm92usTRVH3EIzGVjrL7DsiIiKipkdQFEWJ9SEao6KiIixevBiLFi3C4cOHAVSX0/To0QMzZszA3XffzU+qmyDfpzfMriMiCt+FCxfg8XhU1+Tk5ODKK6+sFYhq3749LrvsMpSVlSEhIQFTpkzBbbfdhu+++w7jx4+HyWTC7t27YbfbI3reAwcOoFu3bujRo0fItYqiIC8vD16vN+D1c+fOIT8/H9ddd52m51YUBeXl5brOGxcXB5vNpusePUpLS7F+/Xr4/gQcM2YM/6YhIqImhe/rqKVh5l0QiYmJeOyxx3Do0CFs2rQJt99+O4xGI44cOYJHH30UnTp1woMPPoh9+/bF+qhEREQNSkv23YoVK+ByuXD11VdDlmUAQG5uLnbs2IH9+/djx44dmDFjBvr164fKykpcffXVcLlcUSmd1TNoQkvfOz0TbAVBgNGor0uJy+VCND9bZfYdERERUdPC4J0GqampWL16NU6dOoW5c+eiW7duKCsrw7/+9S9cddVVGD58OFavXs0BF0RE1CJoCd5t374dANCvXz/VktWCggJMmTIF/fr1AwBkZGRE5pA1SJKE8+fPh8wW9ImLiwt6zWKxwGw26yqdNRgMmtcC1dl6Ws8aLk6eJSIiImo6GLzToV27dvjrX/8Kh8OBxYsXw2KxQFEUbN++HXfeeSe6dOmCZ555BqdOnYr1UYmIiKLGaDSGHP5QWloKAFizZk3I/bxer39daWmp7ky1UCRJgqIoKCgo0LReLTgpCIKuTD5Af/AOiG7fO4DZd0RERERNCYN3Om3ZsgV33nkn7r//fv/0PEVRYLVakZOTg7lz5+Kyyy7D+PHjOeCCiIiaJS2loL6ebSUlJZr29K2z2Wy6hmJoYTAYYLfbkZ+fr2m90WhUfX2SJCE/P19zaasgCJom3dakZ0JtuJh9R0RERNQ0MHinQVFREV5//XX07t0bo0aNwocffoiqqiokJibi0UcfxeHDh5GTk4MFCxagR48ecLvd+Pjjj3HDDTfE+uhERERRESrANmTIkLD2HTp0aFiZaqHozZYL1ffO5XLVmqQbit5sQo/HE3RoRqQw+46IiIioaWDwTsV3332He+65B506dcLjjz+Ow4cPQ1EUDBo0CIsXL8bp06cxf/58/OpXv0JCQgIefvhhHD58GF988QWuv/76qDabJiIiiqVQwbvJkyfrzjYTBCGs+7SQJAkXLlxAZWWlpvVqfe9MJhMSEhKafOkswOw7IiIioqaAwbsA3nnnHfTv3x/Dhg3D8uXLUVFRgfj4ePzhD3/Ajz/+iB07duDuu++GxWIJeP+NN96IDRs2cGw1ERE1WwaDAaIY/M+IpKQkdOnSRdeeXbt2Rfv27QFoG4qhh81mg8Fg0Fw6G+r5JUlCbm6u5udX+1kF0xDBO2bfERERETV+DN4FMGPGDOzbtw+KoqB379548803cebMGf90Wa169uwZxVMSERHFVqgA18yZM3XtV3N9pIN3giBAkiTN2XKiKKpm30mShMLCQs0BNkEQdGffuVyuBsniZ/YdERERUePG4F0AJpMJkyZNwpYtW7B//37MmDEDdrs91sciIiJqVEIF2G6//Xa0bt1a016tW7fG+PHj/d+Hk6kWii94pzUgptb3zm63QxAEzZl8gP6+d4qiwO1267onHMy+IyIiImrc9P0V2UKcOnUK7dq1i/UxKEocDgdSUlKCXme5MxGRNqGCdxaLBW+++SamTJmiOnxBFEW8+eabddpRCIIQ0cwzSZJw4sQJlJWV+afhqlF7faIo+oOBHTt21PT84ZbORjoLMZCePXsiKysLiqIgOzsbvXv3hiRJUX9eIiKiYNTeszkcDiQnJzfgaYhii5l3Afz888/49ttvNa09f/489u3bh1OnTkX5VERERI2LIAghs8nGjh2L5cuXo02bNgGvt2nTBsuXL8fYsWPr7K1WthoOi8UCs9msuXTWZDKpDs/Q2/dOEATdwziqqqp0rQ8Xs++IiIiIGi9B4UjUOkRRhNVqRVlZWci1GRkZGDFiBFJTU/HNN980wOmoPnyf3jC7jogoMioqKlBRURFyndPpxCeffILHHnvM3yfu5ZdfxpQpU4IOgPJ6vZp+F+uRmZkJo9GIQYMGaVpfVFQEp9MZ8FpFRQX279+P0aNHIyEhQdN+VVVVugdRyLIc1rRavUpLS7F+/Xp/tuOYMWOYfUdERI0S39dRS8PMuyC0xjT79OkDRVH4CTUREbVIWks6LRYL7rjjDtx4443+x2RZDhq4A6LT985utyM/Pz8ife98mXx6su/CCcI1xNRZgNl3RERERI0Vg3f15Pvj//z58zE+CRERUcMzGAy6SkHT0tL8X6enp4dcH+kAnizLcLlcKCoq0rReLTipd4ItEN7raajSWYCTZ4mIiIgaIwbv6untt98GAM3T9IiIiJoTQRB0DVRITU31f52enh4yAy7Sfe9MJhMSEhI0B9yMRqNqtpwkScjPz1cdyFGTIAi6s+/cbndEB3eoYfYdERERUePDabMA7rvvvjqPud3ugI/7VFZWYvfu3Th06BAEQcANN9wQzSMSERE1WiaTSXN2WNeuXXHZZZfh+PHjyMnJwS+//IKePXsGXR9qIEY47HY78vLy8Ktf/UrTerPZjPLy8oDXZFmG2+1GYWFh0KEcFzMYDPB4PJrPC1SXzkY6kBkMJ88SERERNS4M3gH497//Xafkx+Px4N1331W9z/cpeJcuXTB37tyonY+IiKgx05N5BwAjR47E8ePHAVRn36kF76JBkiQcPXoUbrdbU3AwLi4uaPDOaDT6g4F6gnd6NWTwzpd9l5mZCaA6+27w4MEN8txEREREVBeDdwBGjBhRK3i3ZcsWCIKA4cOHB73HaDSiXbt2uPbaa3H33XfzE2kiImqxRFHUlU2WmpqKxYsXA6gO3j3wwANB1wqCAKPRCLfbHZGzAtWZdwBQUFCApKSkkOtDBSftdjtyc3M1ByEFQYAgCLpKYauqqhAfH6+rv2B9MPuOiIiIqPFg8A51G2aLooi4uDhs3rw5NgciIiJqYkwmk+bg3fDhwyGKIrxeLzIyMlBZWak61TUuLi6iwTuDweAfNKEleGcwGGAymYJOfZVlGWfOnEFVVZWm7Dhf3zs9r0lRFHg8nqiUEQfC7DsiIiKixoMDKwLYvHkzNmzYEOtjEBERNRl6SmdlWcaAAQMAAOXl5fjhhx9U10d64izwf33vtFILLiYkJMBgMOjaL5wgXENOnQU4eZaIiIiosWDwLoCRI0eqlswSERFRbXqDUWlpaf6vL86AbwiSJKGkpAROp1PTerWMOlEU/Zl8WoVT/hos8y9aOHmWiIiIqHFg2SyAUaNGwWw2Y926dQACT58NRRAELFy4MNJHIyIiahIEQVAtLb1YamoqXnnlFQDVwbvZs2er7h0XFxfRzLOEhAQYjUbk5+ejc+fOIdebTCbVPnWyLOPcuXNQFEVTYE4URX/psFYejwderzcqmYjBsPcdERERUewJip5uyc2UKIqwWCz+SXKiKOr6RNz3h7rWXj8UOykpKQCAgwcPxvgkRETNj9PpDDqV9WIulwuXX345SktLIQgCjh49ilatWgVd7/F4NO+t1bFjx5CQkICrrrpK0/rCwkJUVlYGvOZ0OrFv3z6kpaX5B2KE4nK5dAck4+PjYbFYdN1TX7t27fL3vuvSpQt73xERUczxfR21NMy8A9C1a1dYrVb/9xdPn6XmxeFw+P/PPhD+AiAiCo+evncmkwnDhg3D+vXroSgKtm3bhltvvTXoeoPBEIkj1iJJkq5sObPZHDR4Z7FYYLVakZubqzl4F85rcrlcDR68Y/YdERHFgtp7NofDgeTk5AY8DVFsMXgHICsrq9b3sei9Q0RE1NQZDAZdpaAjR47E+vXrAVT/7lUL3vkCbJEsGJAkCVlZWSgtLdUUcAs1SdY3BEPrm4lw+95pDTZGCifPEhEREcUWg3fU4iQnJzO7jogoSkwmU9DstIulpqb6v968ebNqUMrX907r3lqYzWZYLBbk5eVpCt6FCk7KsgyHwwGPx6Mpq04QBBiNRrjdbl3ndrlcIQOJkcbsOyIiamhq79nUsvKImiNOmyUiIqKI0TN1tkePHrjkkksAACdPnvRndkViby0EQYDdbkd+fr7m9WazOeh1SZKgKArOnz+v+Qzhls42NE6eJSIiIoodBu8CUBQFn3zyCT7++OM6JbWFhYX44x//iAEDBmDw4MGYP3++rklxREREzZmevneCICAtLc3/fai2FdEoFZUkCfn5+Zp/l6sF7wwGA+x2O3JzczU/fziTY2MRvAOqs+98/w2ys7NRXFwck3MQERERtTQM3gXwxRdfYNy4cZg+fTpsNpv/8aqqKowePRpvv/029uzZg++//x5PPPEEJk2aFMPTEhERNR6iKOrKJqtZOqsleBfpwRWSJMHtdqOoqEjT+lDBSUmSkJeXp/n5RVHUHcDzer26S20jgdl3RERERLHB4F0An376KQDgnnvuQdu2bf2Pr1y5Env27IHRaMT06dPxwAMPIC4uDv/5z3/89xAREbV0erLvRowY4f9627ZtIYNSke71ZjKZYLPZNAfcDAaDavmuJEkoLi6G0+nUfIZwyoGZfUdERETUcjB4F8DOnTshCAJ+97vf1Xp8zZo1EAQBDz74IBYtWoS3334br732GhRFwZIlS2JzWCIiokZGT/Cubdu26NevHwCguLgYP/30k+r6SGfeAf83JVYrtdLZhIQEmEwmXfuF85qqqqp03xMJzL4jIiIiangM3gXg63M3cODAWo/v3LkTADBhwgT/Y+PHjwcA/PDDDw1zOCIiokbOaDTq6k83cuRI/9dbtmyJxpFUSZKEwsJCzdlsasE7QRAgSZKuvnfh9PLzeDwx67nL7DsiIiKihsXgXQAulwuiKMJqtfofO3HiBAoKCmAwGGoF9dq2bQtRFDVPqiMiImruBEHQVQpas+/d5s2bI7q3Fna7HYIgoKCgQNP6UM/v63unKIqm/cJ9Tcy+IyIiImoZGLwLICkpCV6vFydPnvQ/tnXrVgBAnz59avXbKSsrg9fr1VUiRERE1Nzp+b04ePBgWCwWAMCuXbtQUlISsb21EEVR16AJURRVs+9kWUZVVRUuXLig+QzhlM7Gqu8dwOw7IiIioobE4F0AQ4YMAQAsWLAAAOB2u/H2229DEIRapT0A8OOPPwIAOnXq1LCHJCIiasT0BNgsFguuvfZaANW/czMyMlTXN/a+d3FxcYiPj9c9dVYvl8ulObsv0ph9R0RERNRwGLwL4KGHHoKiKHjttddw5ZVX4vLLL/f3u7vzzjtrrV2zZg0AYNCgQQ1+TiIiosbKYDDoCkjVLJ1NT09Hbm4uXn31VYwbNw5jxozBuHHjMH/+fF295PSQJAmlpaWoqKjQtD7U1Fu9wUBRFMMO4MUKs++IiIiIGgaDdwEMHz4cs2bNgqIo2L9/v7989t57760VpMvLy8OSJUsgCAJ++9vfxuq4REREjZKe7LuawbsPP/wQ/fr1w4svvoj09HTs2rUL6enpmDt3Lvr164fHH3884sMa4uPjdU2JDRWclGUZBQUFcLvdms/QlPreAcy+IyIiImooke343Iz87W9/w5gxY/DJJ58AAEaNGoWbbrqp1pp169Zh9OjRsFgs+M1vfhOLYxIRETVaJpMJlZWVmtb27t0bbdu2RX5+vr9X3KBBg9C/f38kJiaiqKgIP/30E3bt2oWlS5fi6NGjeO+99/y98urLNyU2Pz8fXbt21bTebDYHzdSrOQQjKSlJ0xnC7XunKEpYE2sjoWfPnsjKyoKiKMjOzkbv3r0hSVJMzkJERETUXAlKrJqlEMVASkoKAODgwYMxPgkRUfPn9XpRVFSkef3AgQORmZkJoLqFxd/+9jds3rwZXq8XoigiLS0NmzdvxtSpU1FSUoI77rgDL730UsTOm5ubi7Nnz+KGG27QFAxzOp2qr++XX35B69at0bdvX03PrygKKioqdPexs9vtMR2ctWvXLv9/ty5dumDw4MExOwsREbUMfF9HLQ3LZomIiCgqRFHUnE2Wk5NTa8r7uXPnAq5LS0vD4sWLAVT3ndXTVy4UWZZRWVkZctqtT6iAmZ4JtkB1Nl84pbOx7HsHsPcdERERUbQxeEdERERRozUjbMWKFfB4PP7vt2zZErSvXVpaGq6++mq4XC58+OGHETknUD1B1mq16up7pxZsk2UZpaWlKC8v13yGcEpnY9n3DmDvOyIiIqJoY887FUePHsXatWtx/PhxlJeXq5axCIKAd999twFPR0RE1PiZTCY4nc6Q67Zv3w4ASEpKQk5ODgoKCnDgwIGg6++44w78+OOP2LFjB2bMmBGx8/qmxCYnJ2tabzabgw6lsFqtiIuLQ25ubq3glppwJs56vV54PJ6wAn+Rwt53RERERNHD4F0QM2fOxIIFCzT1nfE1imbwrmlwOBz+HgmBsG8CEVHkGI1GCIIQ8vdpaWkpAKB///7YsGEDAOCNN97A2bNnUV5ejvj4eOTk5OC2226DxWJB+/bta90XKZIkITMz099nLxSz2YyysrKA13xDMPQE7wRBgMFgqJWFqEVVVRWsVquueyLJl33n63136NAh9r4jIqJ6UXvP5nA4NH/QRtQcMHgXwD//+U+8/vrrAKozBpKTk9GqVSvEx8fH9mBERERNjK+PW6i+bDabDQDQqVMn/2OffvpprTU7d+7EM888gwULFiA3N7fWfZEiSRI8Hg/Onz+Ptm3bhlwfqkedLMs4ceKE5mAggLCCdy6XK6bBO4DZd0RERETRwuBdAIsWLYIgCLjtttvw3nvvQZblWB+JIig5OZnZdUREDchkMoUM3g0ZMgTp6elIT09XXVdQUIApU6age/fuAIBhw4ZF6pgAqoNxdrsd+fn5moJ3oijCbDajsrIy4HVZluF2uzUHA4Hw+t653W5dAcJoYPYdERFFktp7NrWsPKLmiAMrAjhy5AiA6nIdBu6IiIjqR8vQismTJ8NoNOL48eMh13q9XjgcDhiNRkyZMiUSR6zF1/dOK7PZHPSaLxjoyxTUQhAE//RWPWI9dRbg5FkiIiKiaGDwLgCz2QxRFNG5c+dYH4WIiKjJMxgMITPCkpKScM011+jad/Dgwf7ed5EkSRIKCws1B8Pi4uJC7qc3eBeqHDeQWE+dBTh5loiIiCgaGLwLoG/fvvB6vcjOzo71UYiIiJoFLdl3erPdJUkKO9ClxmazQRRF5Ofna1ofKjgpyzKKi4s1Td2tuadeLpdL06CtaGP2HREREVFkMXgXwKRJk6AoCpYsWRLroxARETULWoJ3eifH+tZr2VsPURQhSZLm0llBEFRLZxMSEmAymXRl34Xbu64xlM4y+46IiIgoshi8C2DatGm49NJLMW/ePJw8eTLWxyEiImrytGTH6c28860PJ0stlEj2vRMEQVcw0HdPOK+rMZTOAsy+IyIiIookTpsN4E9/+hPatWuHrKws3HbbbRg4cGDIewRBwMKFCxvgdERERE2PKIowGAzweDxB14wdOxaff/655j1vvPHGSBwtIFmWkZ2djfLycsTHx4dcHyr7z7efoiiah1EYjUbVn1cgvtLZcAZeRBInzxIRERFFjqA0huYojYwoihAEwd83JtQfwL4/kvX+gU0NzzdSXG3sOBERRUd5eblq3zen04l+/fqhoKAg5F5t2rTBvn37YLFYAACVlZURzTpTFAV79+5Fr1690K1bN033FBQUBC1bdblc+OmnnzBs2DC0bt1a035erxcVFRWaz+xjt9sjXkocjtLSUqxfv97/99SYMWMgSVKMT0VERM0B39dRS8PMuwBGjBgR80+siYiImhuTyaQavLNYLFiwYAGmTJkCr9cbdJ0oiliwYIE/cAdUZ6lFMngnCALsdjvy8/M1B+/MZnPQ4J3JZILNZkNubq7m4J0oihBFUfVnEYjL5WoUwTtm3xERERFFBoN3AaSnp8f6CERERM2Olr53Y8eOxfLly/GnP/0pYAZemzZtsGDBAowdO7bW4+EOeFAjSRJOnz6tuQw1Li4u5H55eXno2bOn5jOEE5SsqqrSVOrbEHr27ImsrCwoioLs7Gz07t2b2XdEREREOnFgBRERETUIQRA0ZYSNHTsW+/btw7Rp0/yPtWrVCm+//Tb27dtXJ3BXc/9IkmUZVVVVmoctmEwm1TPIsozCwkJdwbhwhlZ4vV643W7d90UDJ88SERER1R+Dd0RERNRgtJZzWiwWPPnkk/7v3W43xo8fX6tUtiZBEEJmvukVFxeH+Ph4zVNiBUFQnTprs9lgNBp1T50NR7Dy3Vjg5FkiIiKi+mHwLoRvvvkGzz//PB588EFMnz691rWff/4ZX375JTZu3Bij0xERETUtenqxtWvXDn369AEAlJSUYM+eParrtZTl6mW323UF29QCiIIgQJIk5Obmat5PEISwXlck+//VF7PviIiIiOqHPe+COHLkCCZMmID9+/cD+L+Jsu+++65/jdFoxG233Qav14vDhw/j8ssvj9VxiYiImgSDwaBrCENqaioOHDgAANiyZQuuvvrqoGujMWxKkiQ4HA54PB5NJaxa+t6dPXtWcx89oPpnprcM1uPxaD5zQ2DvOyIiIqLwMfMugIKCAowePRr79u2DLMu44YYbAjbC7tGjByZOnAiv14sPPvggBiclIiJqevRk340cOdL/9ZYtW1TXCoIQ8WCVJElQFAXnz5/XtN5oNKqeQZZlVFZW6iodDXcYR2MqnWX2HREREVH4GLwL4LXXXsPp06cxYMAA/PLLL1i3bl3QNxqTJk0CAGzYsKEhj0hERNRk6SkDHTx4sD+b7fvvv0d5ebnq+kj3vTMYDLDZbLpKZ9X63pnNZsTHx+sqnRVFMawAXmMqnQXY+46IiIgoXAzeBbB27VoIgoB58+ahXbt2qmuHDBkCADh8+HBDHI2IiKjJ05N5Fx8fj//3//4fgOpg1I4dO1TXR6NMVJKkiAXvfPvpCd4B4fXzc7vdmsuTGwKz74iIiIjCw+BdAMePHwcA/5sFNa1atYIoivz0mIiISCNRFHUF2fSUzkaDJEm4cOECKisrNa0PFZyUZRnnz5/XVdYablCyMZXOAsy+IyIiIgoHg3cBuN1uCIKA+Pj4kGtLSkrg9XqRkJDQACcjIiJqHvRk36Wmpvq/Tk9PV10b7nRWNTabDQaDAfn5+ZrWi6KoWr5rt9shCILm/YDq1xXOQI7GVjrL7DsiIiIi/Ri8C6BTp05QFAUnTpwIudaXAdC9e/doH4uIiKjZ0BO8u/LKKyHLMgDgwIEDIUtY9eythSAIuktd1UpnRVGELMu69gs3KOlyuaAoiu77oonZd0RERET6MHgXwKhRowAAy5YtU13ncrkwZ84cCIKAtLS0hjgaERFRs6AnEGUwGDB8+HD/99u2bQu5PtJkWUZeXp7mQFiowRm+YKCewFq4r4vZd0RERERNG4N3ATz22GMQRRGvvvpq0CmyJ0+exM0334xdu3bBYDDgwQcfbOBTEhERNV2CIES0dDYzMxPHjx9HZmZmBE5XlyRJcDqdKC0t1bTeaDSqlrnKsoyKigrN+wEIa+Is0Pj63gHMviMiIiLSI7JNYZqJnj174h//+Acee+wx3HTTTRg8eDDcbjcAYMqUKXA4HNi1axc8Hg8A4IUXXkBycnIsj0xERNTkmEwmzYGlmkMr0tPToSgKBEFAbm4uli9fjrVr16KiogJWqxW33HILJkyY4C+1jQSLxQKLxYLc3FzY7faQ6wVBgNlshtPpDLqf1WrVvJ9vT6PR6P+bRKuqqir/z6ux8GXf+YKthw4dwuDBg2N8KiIiIqLGSVAaWyOURmTFihV45JFHUFhY6H9MEAR/iUt8fDzmzp2LRx55JFZHJJ1SUlIAAAcPHozxSYiIyO12a864UhQFV111FbKzswEAW7duxb///W+sWrUqYADQZDJh/PjxePbZZ2GxWCJy3qysLADQHGSqqKjAhQsXgl4/ceIEvF4vrr32Ws1ncLvdmqfe1mSz2UKW8ja00tJSrF+/3v931ZgxYyBJUoxPRURETQHf11FLw8w7FZMnT8bvfvc7/Oc//8G2bdtw5swZeDwetG/fHtdccw1uv/12tGvXLtbHJJ0cDof//+wD4S8AIqKG4Sst1fI5oiAISE1NxfLlywEA99xzD44fPw4AGDRoEPr374/ExEQUFRXhp59+wq5du7Bq1SocP34cS5cujUgAT5ZlOBwOeDweTf3nQgXLZFnGsWPH4Ha7NfcADLd0tqqqqtEF75h9R0REatTeszkcDla/UYvC4F0I8fHxmDJlCqZMmRLroxARETU7JpNJ80CFkSNH+oN3x48fh91ux+LFi5GWlobNmzfD6/VCFEW8/PLL2Lx5M6ZOnYqdO3fi+eefx0svvVTvs9rtdiiKgsLCQrRt2zbkeoPBoFrm6iuXLSgoQFJSkqYziKIIURTh9Xq1Hxz/N3W2MZXOAtWtSrKysqAoCrKzs9G7d29m3xERERFdhME7anGSk5OZXUdE1EjoCd7VnDgLAP/+97+DTntPS0vDokWLMGnSJKxZswYzZ86sd7a80WiEzWZDbm6upuAdAJjN5qDBO4PBALvdjpycHM3BO9859E6QVRQFbrdb15CQhsDsOyIiCkbtPZtaVh5Rc9Tig3fbt2+P2F5DhgyJ2F5EREQtgZ5gUtu2bZGUlIScnBwAQGJiour60aNHo3///tizZw8+/PBDzJgxoz5HBVA9dTYvL0/zerPZjLKysqDXZVlGbm6urqw4LSW7gVRVVTW64B3A7DsiIiKiUFp88G7YsGERKSERBEH39DciIqKWThRFGAwG/wT3UGr2bduyZQsGDhwYdK0gCBg/fjz27NmDHTt2RCx4d/r0aVRWVsJsNodcHypYlpiYiJMnT6K0tFTX1FmtvQJrqqqqQnx8fKMrnWX2HREREZG68LoeNzOKotT7n97eM0RERFRN67AGALUGT2zdulV1rSAI/nLU0tLS8A53EZvNBqPRqDn7ThAE1SCfxWKB1WpFbm6u5jMIgqDrZ+bjK51tjHr27OkPKmZnZ2ueQkxERETUErT44F1mZmadf4sXLwYAzJgxI+B137+VK1cCqG6g7fu0mIiIiPTRU8rZoUMH/9c7d+5ULUkFgMLCQgDVQbdIEAQhrNJZNZIk+UuBtQq3dNblcoV1X7T5su98Dh06FLvDEBERETUyLb5stlu3bnUe27hxIwRBwN133x3wes17P/zwQ3z22WdwOByqa4mIiCgwPcG74cOHY9u2bQCqA1E7duzA6NGj/SWkF5eSrl69GgAiWoYpSRLOnTunuU9dzVLfQBITE3HkyBG43W7NGXWiGN7nr77S2caIve+IiIiIAmvxmXeBbN68GUD1H5GhPPHEE1AUBe+88060j0VERNQs6SkDnTx5cq3A1ZYtWwAgYPBu8+bN+PHHH2EymTBhwoSInVeWZTidTpSUlGhabzQaVTPl7HY7BEHQlc0Xbums1+tttKWzzL4jIiIiCqzFZ94FkpeXB1EUNZXYDBo0CIIg4Ntvv22AkxERETVPJpNJU1ApKSkJY8eOxZdffgkA+Pzzz9G7d28sW7YM5eXliI+PR15eHlq1aoX7778fADBhwgS0a9cuYmc1m82wWq3Iy8vTnBlmNptRXl4e8JooipBlGTk5OejYsaPmcxiNxrACcVVVVWEF/hoCs++IiIiI6hIUvaPKWoD27dujoKAAx44dQ/fu3VXXVlVVwWKxIC4uDk6ns4FOSOFKSUkBABw8eDDGJyEioprcbrfmIQWlpaVITk7WFLgaOnQoVq1aFfHBUllZWQC0l+NWVlb6++8Fkpubi3PnzuH666/XPA3W6/WioqJC09qaRFFEYmKi7vsayq5du/y9hLt06cLJs0REVAff11FLw7LZAK699loAwKuvvhpyre+T/5oNtImIiEgfg8GgOWhls9lw5ZVXhlwnCAL+8Ic/RKXHmyzLyM/Ph8fj0bQ+VF8/XymunimroiiG1fuuMZfOApw8S0RERHQxBu8CeOSRR/x97GbOnIkLFy4EXLdhwwbcf//9EAQBt956awOfkoiIqPnQ08PN6XTi8OHDIdcpioI///nPUcmMt9vtUBQF58+f17ReFEXVwRVmsxnx8fHIzc3VdY5wy1+rqqrCuq8hsPcdERERUW0M3gUwatQoPP7441AUBW+88QY6duyIkSNH4ve//z2mTZuGW2+9FV26dMGvf/1r5OXloUuXLnj22WdjfWwiIqImTevU2U8//RRlZWWa1hYUFOC///1vyImvehmNRtjtdl1DJsxms+p1SZKQk5Oj6xxqgzDUNObgHcDsOyIiIqKaGLwL4pVXXsFbb72FxMREOJ1ObNu2De+//z6WLl2KtWvX4vTp01AUBWlpadi6dSvatGkT6yMTERE1aVqDd+vXr9e177p166IyoEFv8C5UADExMRHnz5/XFVgTBEFzuXFNjb10ltl3RERERP+ncY4aayQeeugh/P73v8cnn3yCb7/9FmfOnEFVVRVatWqFlJQU3HjjjRg4cGCsj0lERNQsGAwGiKIYcrhEsHYWauvDzVBTI8syTp8+jcrKypBZdUB1tp7a67PZbDAYDMjLy0OnTp00ncFXbuxyuXSdHQBcLlejnToLcPIsERERkU/j/YutkbDZbJgyZQqmTJkS66MQERE1eyaTCZWVlaprZFnWtacsy1AUBYIgQFGU+hyvloSEBBiNRuTl5aFz584h1wuCALPZHHRCrCiKkGUZOTk5moN3AMIO3lVVVcFqteq+r6H4su98k2cPHTrEybNERETUIrFsloiIiBoNLaWzY8eO1bXnjTfeCEEQIt73ThAESJIU0b53siwjNzdXV5AxnLJZAPB4PJqn5cYKe98RERERMXhHREREjYiWMs7bbrtNc6/ZNm3a4De/+Y3mvfWSJElXsC1UcFKWZVRVVaGoqEjzGfRM6r1YYx9cwd53RERERAzeERERUSMiimLI/nQWiwULFiyAKKr/GSOKIhYsWACLxQIg/Aw1NbIso7KyEiUlJZrWGwwG1QBeXFwcbDab7qmzzTV4BzD7joiIiIjBOyIiImpUtJbOLl++POgAgzZt2mD58uW1SmwFQYj44Aqz2Qyr1RrR0llfNp8eoQKZwTSF0llm3xEREVFLx+AdERERNSpagndAdQBv9+7dtbLOBg0ahLfffhv79u0L2BtP69562O12XcG2UL33ZFlGUVERnE6n5j3rE5hk9h0RERFR48bgHRERETUqekpAW7VqhSFDhvi/v/766zFx4kR/qWx99tZKlmUUFBRozmAzmUyqJbw2mw0mk0l39l1zLp1l9h0RERG1ZAzeERERUaMiCIKuDLnU1FT/1/v27Qu4JjMzE8ePH0dWVlY9T1eXJElQFAXnz5/XtF4QhKDBRd/1cEpnw82883g8cLvdYd3bkJh9R0RERC0Vg3dERETU6OjJIhs5cqT/68OHDwdck5WVhczMTGRlZUU8+85gMMBut+vqe6eldDY3Nxder1fznoIghN37jtl3RERERI1X5GtHiIiIiOrJZDKhoqJC09q+ffuiVatWKCwsxLFjx5CTk4OkpCQAQG5uLpYvX461a9eioqICVqsVN998M37729+iXbt2ETuvr+9d7969Na3XErxzu90oLCxEmzZtNJ/DaDSGFYirqqpCfHy87vsaWs+ePZGVlQVFUZCdnY3evXsHHVpCRERE1Fww8y6AqVOnYty4cTh16lSsj0JERNQiGY1G1b5wNRkMBowYMcL//datW1FRUYHHHnsM/fr1w4svvoh9+/bh6NGj2LdvH1588UUMGTIEf/3rX3UNhVAjyzKKi4s172cwGFRLg00mE+x2O3JycnSdI9zSWa/X2yRKZ5l9R0RERC0Rg3cBrFixAp9++mlEP5EnIiIiffT0vatZOrtp0yZMnDgRy5Ytg8vlwqBBg3DvvffiiSeewL333ouBAwfC5XJh1apVuPvuuyMSwEtISIDRaER+fr7me8xms+r1cPreCYKgOeh5saZQOguw9x0RERG1PAzeBRAfHw+DwRDyj2oiIiKKnnCDd2vXrkVGRgbsdjvWrFmD9evXY8yYMRg0aBDGjBmDDRs2YNWqVbDb7di5cyeef/75ep81nCEToUpnExMTUVxcrLl82HcOPT+3mppK8I7Zd0RERNTSMHgXQL9+/eDxeHD69OlYH4WIiKjF0hOEuvTSS/0BnfLycgDA4sWLkZaWFnD96NGj8fbbbwMA1qxZo2vYRDCSJCEvLw+KomhabzKZVLPk4uPjERcXp7t0NtyhFU2ldBZg9h0RERG1LAzeBTB16lQoioLly5fH+ihEREQtliiKugJRNbPvunbtGjRw59t7+PDh6N+/P1wuFz788MN6nRWo7ntXWVmJkpISTesFQVDN8hcEAbIshxW8a+6ls8y+IyIiopaEwbsA7r77blx55ZV4+eWXObSCiIgohsItnbXb7SHXC4KA8ePHAwB27Nih/3AXMZvNsFqtukpnQ7XoSExMRF5eHjwej+Y9BUGA0WjUvL6mqqoqzZmDscbsOyIiImopwvvLrpl78MEH/VPjxowZg6FDh4a8RxAE0jHm4gABAABJREFULFy4sAFO13y5XC4sWbIEX375JXbv3o1z584hLi4OKSkpuPfeezFt2rSwMwmIiKhpMplMqKys1LR2+PDh/q+PHz8Ot9sdNIglCALi4uL8w6lKS0vrf1hUBw3z8vJw+eWXa1ofqu+dJEkAgPz8fCQlJWk+h8FggMvl0rzex1c6G27fvIbky77LzMwEUJ19N3jw4BifioiIiCjyGLwL4N///rc/SPTzzz/j8OHDqusVRWHwLgJycnJw3333QZIkjBgxArfeeisKCgrwxRdf4A9/+AN+/PFHf38iIiJqGfQEkVq3bg2bzYbS0lJUVFTgp59+wqBBg4KuNxqN/l53Nput3mcFqktnHQ4HPB4PDAZDyPUGgwFGozForzmDwQBJknDu3Dldwbtw+94B1dl3TSF4B1Rn32VlZUFRFGRnZ6N3797+gCcRERFRc8HgXQAjRoxghlcMWCwWvPXWW5g2bRqsVqv/8XPnzmHgwIF455138Mgjj+CKK66I4SmJiKgh+UpAtQ5S6Nu3L7777jsAQHp6umrwThAErFmzBgAilrElSRIURUFBQQHat2+v6R6LxaKa+efre+f7sFALvT+3mqqqqhAfH98k/hZi9h0RERG1BAzeBZCenh7rI7RIbdu2xYwZM+o83qFDB4wbNw4LFizAnj17GLwjImphTCaT5iDUH/7wB3/w7rPPPsMTTzwRdG16ejr27NkDk8mECRMmROSsBoMBdrsdubm5moN3oUpnExMTceLECRQXF0OWZV1nCSd4pyhKkymdBZh9R0RERM0fB1Y0Y7feeisEQcBzzz2n675du3Zh2rRpSE5OhtVqRevWrXH11Vfjb3/7G4qKiqJy1lCcTicAoFWrVjF5fiIiih09wxfGjh3rL1f9+eef8eWXXwZct3nzZkydOhUAMH78eH/vu0iQJEnX0AqTyaSa5WY2m5GQkIBz587pOoeWst1gmsrUWYCTZ4mIiKj5Y/CumTp58iS++eYb3ffNmzcPgwcPxuLFi3H8+HE4nU4UFhZi9+7deOaZZ9CnTx/s2bMn8gdWUVVVhbVr18JisWDAgAEN+txERBR7RqNRcwmnxWKpNWhqypQpGDNmDDZs2IDvv/8eGzZswA033IDx48ejpKQEQ4YMwbPPPhvR88qyjNLSUpSXl2taLwhCyKmzvtJZPQRBCDuA15SmzgKcPEtERETNG8tmQ/jmm2/w7bff4ty5c6iqqsK7777rv/bzzz8jMzMTcXFxuO6662J4ymoXLlxATk4Ovv32W8yZM0fzmwaf1atX46mnngJQXar68MMPo2/fvigvL8f69euxbNkynD59Grfccgv27t2L1q1bR+Nl1PHss8/izJkzePTRR9G2bdsGeU4iImo8fP3btE5PTUtLw9atWwFUD27YtWsXdu3aVWuNyWTCnXfeiblz54ZVWqomPj4ecXFxyMvLQ7du3TTdYzab/VnmgSQmJuLMmTNwOp2wWCyaz2I0GuHxeDSv91EUBS6XK2RJb2PB3ndERETUnDF4F8SRI0cwYcIE7N+/H8D/TZStGbwzGo247bbb4PV6cfjwYVx++eWxOi7S09ORlpYW9v1VVVV48sknAVQH7n744Qd07tzZf33SpEkYMWIEpk+fjlOnTmH+/Pl44YUX6uzTtm1bFBQUaHrOkSNHhuwvuGjRIrz88ssYMGAAXnrpJe0viIiImhWTyaQ5eDdy5Ej/18nJyZgwYQI+//xzVFRUwGq14pZbbsHkyZP9PemcTqfmvbUQBMFfOqs1eBcqSJaQkACTyYScnBzNewL1nzrbVIJ3AHvfERERUfPF4F0ABQUFGD16NE6fPo3ExERcc801+Prrr+uUj/To0QMTJ07E+++/jw8++ACzZ8+O0Ynr78svv8TJkycBAM8991ytwJ3PtGnTsGjRIuzYsQMLFy7EnDlz6rwpePLJJzVn/NXsTxPIokWLcP/99yMlJQUbNmzQlWlARETNi57hCX379kXr1q1x/vx5HD16FHfeeSeuvPJK//XRo0fX2TuSwTugusz1xIkT8Hq9mgJoBoNB9RyCICAxMTGs4J3BYAgr+85XOtsUps4CzL4jIiKi5ovBuwBee+01nD59GgMGDMC6devQrl07WK3WgM2bJ02ahPfffx8bNmyIafDuyiuvxNdff+3/Pj8/H3fccYfm+30NvQVBwPjx44OumzhxInbs2IH8/Hx8//33df4o9mXv1dfcuXMxe/ZsXHPNNfjiiy/Qpk2biOxLRERNk8FggCiK8Hq9IdeKoogRI0bg008/BQBs3bpV9fdIfbLTgpEkCW63G4WFhZp/h5nNZtUgoizLyMzMhMfj0dXLLtzSWaA6gBeqH19jwuw7IiIiao4YvAtg7dq1EAQB8+bNCzl9bsiQIQCAw4cPN8TRgmrVqlWtvnunTp3Sdf+PP/4IAOjSpYvqm4yaAyN+/PHHiH+i7Xa78fDDD2PhwoUYO3Ys1qxZg4SEhIg+BxERNU1Go1HzFNSRI0f6g3dLliwBAJSXlyM+Ph55eXm47bbboprRbTKZYLfbkZeXpzl4F6pEVZZleL1e5OfnIykpSfNZ6jt1tikF75h9R0RERM0Rp80GcPz4cQDA//t//y/k2latWkEUxSY/1ezo0aMAQpeydunSxf/1kSNHInqGoqIi3HjjjVi4cCFmzJiBtWvXMnBHRER+ekpnU1NT/V/v3LkTO3fuxP79+7Fz507MmDED/fr1w/r16wFUZ51Ho7eb3W5Hbm6u5vUmk0m1RNVgMIQ9dTbc7EKXy6Up27Ex4eRZIiIiam6YeReA2+2GIAiIj48PubakpARer7dJl2SUl5ejpKQEAEJOkK057fXcuXMRPceCBQuwceNGXHrppbBYLPjLX/4ScN0//vGPej2Pw+FASkpKvfY4ePBgve4nIiL99ATvDh06pHq9oKAAU6ZMwfLlyzF27FicPn0alZWVEEURl1xySX2PCqA6U+7MmTOorKzUlL0mCAIsFgsqKipU98zJydHdi05P1uLFqqqqmlTfWWbfERE1fvV9P+ZwOJCcnByh0xA1fgzeBdCpUyccP34cJ06cwGWXXaa6dsuWLQCA7t27N8TRoqKsrMz/tdVqVV1b881HzfsiwffJflZWFl599dWg6+obvCMioqZJ6/AFp9OJP/3pTyH383q9+NOf/oR9+/bVGi4RqeCdzWaD0WhEXl5ewEFQgZjNZtXgXWJiIk6cOIHi4mLIsqz5LPUtnW1KwTuAve+IiIioeWHwLoBRo0bh+PHjWLZsGZ577rmg61wuF+bMmQNBEJCWltZwB4wwp9Pp/zpUVkPN62pvLsLx3HPPqf68IyU5OZmZc0RETZSW4QuffvopCgoKNO1XUFCAzz77DO3bt4/E8WoRBAGSJCE3N1dz8C7U72Gz2YyEhATk5OToCt6Joqh54MfF3G637iEZscbsOyKixq2+78fqm7lH1NSw510Ajz32GERRxKuvvooNGzYEXHPy5EncfPPN2LVrFwwGAx588MEGPmXk1MymC/WGqOYUvFBZekRERJGmpXTW18tOq3Xr1oV7nJBkWUZubi4URdG03mAwhHyNkiSF1brCaAz/M9twS25jib3viIiIqLlg8C6Anj174h//+AfKyspw0003YdiwYXC73QCAKVOmYMiQIbj88suxceNGAMALL7zQpOvta/b2C/XHec0sPS09AYmIiCJJS/DuwoULuvbcv38/5syZg1mzZmHOnDn45z//iby8vHCPWIssy6iqqtIVOApVopqYmIiioqJav5O1qG/pbFPjy77zCdUHkYiIiKixYvAuiEceeQTLli2DLMvYvn07PB4PFEXBypUrsWPHDrjdblitVrz22mt48sknY33cerHZbLDZbACqJ76qqVmG1KFDh2gei4iIqA5BEEJmkOkpJwWqe63u27cPR48exb59+/DKK69gyJAh+Otf/6o7QHaxuLg4xMfH65o6G2ryrc1mg8lk0rUnUP2z0zPkoiaPx+P/ILMpYfYdERERNQfseadi8uTJ+N3vfof//Oc/2LZtG86cOQOPx4P27dvjmmuuwe2334527drF+pgRcfnll2PPnj04efKk6rqa13v06BHtYxEREdVhMplUA0ljx47F559/rnm/7t2747rrrvNntO3atQs//fQTVq1ahePHj2Pp0qX1Gtjg63un9fem0WhU7U8nCAJkWca5c+fQtWtXzecQBAEmk6leU2frU3obC+x9R0RERM1B0/oLrIFs3boVoihi2LBhiI+Px5QpUzBlypSAa8+fP49Tp06hdevWmptRN0YDBgzAnj17cOzYMRQVFSExMTHgut27d/u/vuqqqxrodJHlcDhUG5xymAURUeNmMplUhybddttteOaZZzQNrZAkCd9++y2+++47/7TZWbNmYdu2bXjooYewc+dOPPnkk3jqqafCnkIryzKOHDkCl8ulqexXEARYLBaUl5cHXZOYmIjMzEzdgyREMfyii8rKSlit1rCz92KFk2eJiJomtfdsDoejSbeuItKLZbMBpKamYsyYMZrW/vzzz7jqqqtw9913R/lU0TV27FgA1WUxH374YdB1vmuJiYm49tprG+RsRERENRkMBtUAksViwYIFC0IGqgRBwDvvvBMwq2748OF4++23AQBffPFFvfql2e12CIKA/Px8zffUHCYViCzL8Hq9mqfq+oiiGHbwTVGUJlk6y953RERE1NQx8y4IrVPh+vTpA0VRmvwfgrfccgs6duyIs2fPYs6cOf7va1qyZAl27NgBAJg2bVq9Gl/HUnJyMrPriIiaMF/fu5oT0C82duxYLF++HH/6058CBriMRiOWLl3q//AqkOHDh6NHjx44evQovvnmG1x33XVhnVcURX/p7MW/W4MJlaFnMBj8U2fbt2+v+SxafnZqKisrNWUPNjbMviMianrU3rOpZeURNUfMvKsnX5Dv/PnzMT2H0+lEVlaW/9+pU6f814qKimpdC/TJv8Viwdy5cwEAp0+fxqBBg/Dyyy/j888/x+rVqzF9+nRMnz4dAJCUlIS//OUvDfPCiIiIAtASQBo7diz27duHp59+2v+YLxvvb3/7W9DAXc29U1NTAdS/pYIkScjLy9P84aAoiiEHV8iyjJycHM17+tSnb11VVZXu52sMmH1HRERETRmDd/XkK6lp3bp1TM+xY8cOdO/e3f+vZknrG2+8Uevan//854B7TJ06Ff/zP/8DQRBw+vRp/PWvf8Wtt96KSZMm4b333oPX60WHDh2wdu1aXZ/yExERRZrW7C+LxYLHHnvMn2XlGwKh1qe25t6tWrUCgHpPnZVlGeXl5SgrK9N8T6ghGa1atUJFRYXuCar1mToLIOyBF7HGybNERETUVLFsFsB9991X5zG32x3wcZ/Kykrs3r0bhw4dgiAIuOGGG6J5xAYzZ84c3HjjjXjnnXewbds2nDt3DmazGd27d8dvfvMb/OlPf4p5oJKIiMhgMKhOZK1JFEX06dMH27dv9z+Wk5Ojuj4vLw+rV6/GqlWrAABnzpzBP//5T0yYMCGsSfMWiwUWiwW5ubmw2Wya7gmVeWc2mxEfH4+cnBzIsqz5LPUtna2qqgrZk68x4uRZIiIiaqoEpSnWPkTYxc2bFUXR9Im070fXpUsXZGRkNOlpsy2FrzcCe94RETV9paWlmrPAZs+ejXfeecf//cCBA7Fhwwb/95s3b4bX64XL5cL69evxwQcfBAxumUwmjB8/Hs8++2zIzLiLZWVlAYCugFFeXh48Hk/Q69nZ2aioqMCIESN0ncXr9apO7A0lMTGxXpNrY6W0tBTr16/3/w03ZswY9r4jImqC+L6OWhpm3gEYMWJErWDdli1bIAgChg8fHvQeo9GIdu3a4dprr8Xdd9/NP/yaEIfDodrglL8AiIiaBpPJpDl4169fv1rf79q1C5s3b0ZaWpr/saqqKrz44ov+fmiXX345jh07BlEUceedd+LgwYP46aefsGrVKhw/fhxLly7VFcCTZRkOhwMej0fz0CeLxaJaatuqVSucPXsWTqdT11nqUzYLVFcgWK3Weu0RC8y+IyJqOtTeszkcDiQnJzfgaYhii8E7AOnp6bW+9zWJ3rx5c2wORERERCHpmXrarl07dOjQAefOnfM/NnXqVCxevNgfwFu8eDEOHToEu92ORx55BG+88QYAYNSoUbjtttvwwgsvYNu2bXjooYewc+dOPP/883jppZc0n0GSJCiKgoKCAs29Y81ms2rwLiEhAXFxcTh37lytgQyhCIIAk8lUr9LZphi8Azh5loiIiJoels0GsGXLFoiiqJp5R00T06uJiJqXCxcuqJaV+mRmZuKll17Cf/7zHwBA9+7d/dlXAwcOxBVXXIFVq1bB6/WiR48eOHr0KACgd+/eePrpp2GxWDBw4EAAwLZt2zBlyhSYTCZs375dVw+8w4cPo23btujTp4+m9YqiIDc3V3XCa2ZmJgRB0J1B5vF46jWIQ5Kkek2ujaVdu3b5//t36dKF2XdERE0M39dRS9P0mpU0gJEjRzJwR0RE1ARoDR51794dt9xyi//75ORk3H333TCZTNi1axfef/99//CLo0ePwmQy4c4778Ts2bPrDI4YPnw4+vfvD5fLhQ8//FDXeSVJQl5enub1giCEHA7RqlUr5Ofn686iq2/PusrKynrdH0ucPEtERERNCYN3RERE1GTpKZ0dPny4P2D13XffYd68edi3bx9mzZrlnwDbqVMnzJo1C/v27cP8+fODTnwdP348AGDHjh26zivLMkpKSnQNiwgVvJMkCYIgIDc3V9dZfKWz4aqqqlLNCGzMfL3vfHx9DomIiIgao6ZZ69BAvvzyS3zyySfIzs4O2RBbEAR88803DXQyIiIiAvQF7xITE9G/f3/s3r0bZWVl+PHHHzF48GDMnDkTH330EY4cOYK77roLM2fOBADVwJSvVLa0tFTXeePj4xEXF4fc3Fx069ZN0z3BAog+oihClmWcO3cOnTp10nUeg8EQdt87RVHgcrlCnq+xYu87IiIiaioYvAvi97//Pd5//30A1X+c+korLv5DXhCEWteJiIio4QiCAKPRCLfbrWn9yJEjsXv3bgDVPW59vc58k1oLCws17eMrffVl7Ok5ryRJuoJ3BoMh5HCJxMREnDx5El6vV1c5bCRKZ5tq8I6TZ4mIiKipYNlsAB9++CFWrFgBRVGQlpaGp59+GkD1H7jPPvus/9/48eOhKAqGDRuGZ555JsanJiIiapn0ZN+NHDnS//WWLVv8X/saX9d8TO2DuTVr1gBAWMEeWZaRl5fn77GnRajS2cTERHg8HhQUFOg6S31LZ10ul67X0diw9x0RERE1Bcy8C2DZsmUQBAF/+MMfsHDhQgDAm2++ibKyMjz77LP+dZWVldj1/7F35+FR1ff+wN/nnFmzzEz2BAhb2CSIIMiigoC2oP6kahHFK+Jer7a2atW6otTWWq1t7b3cKtYNWwqlWm9dQEWpKPsSomEfCGQnARKyzCSz/f7InWkCk8k5M3POmSTv1/PwPJA55/v9Togy85nPsn079u3bhw8//FCv4xIREfVpRqNRdg+5SZMmwWq1wuVyYfv27Th9+jRsNhtmzZqFVatW4cCBA/jiiy8wc+bMLtfYsGEDioqKYDQaMX/+fMXntdls8Hq9OHXqFDIyMmTdYzabI5boGgwG2Gw2VFdXK5p+C8RWOgu0974LZi72NMy+IyIiop6AmXdhFBUVAQDuv//+0NdSU1MRCATQ2NgY+prZbMbixYtRV1eHP/7xj1ofk6LkdDpRWFjY5S8iIupZJEmS3b7CbDZj6tSpAACfz4eNGzcCaM9cmzFjBgDg1ltvxRdffBH2/g0bNuCee+4B0D60QmmgDGgPNqakpCiaOmswGLotcQ32vVM6RKIvT50FmH1HRJSoIr1nczqdeh+PSFMM3oURLDkZPnx46GvBnjbV1dWdrr3yyisBAO+9955GpyMiIqKOgn3v5ApXOhsIBHDrrbdi9OjRaGxsxLx58zB79mysXbsWW7duxdq1a3H11Vdj4cKFaGxsxOTJkztl4ysV7HsnlyAI3Wa3paWlweVyoaGhQdFZYi2d9fl8snsOJiJOniUiIqJEx7LZMERRPOtT6OzsbBw8eBCHDx/uFNTLzMyEKIo4dOiQ1sekKBUUFKCkpETvYxARURx1N9Cho2CGHQCsX78eQHsAy2Qy4bHHHsOnn36Kv/zlL9i+fTu2b99+1j7z5s3D4sWLYyoVtdvtqKyshNvtlr2O2WxGS0tLxMdTUlJQXV0Nh8Oh6DwGgyHm0lklAdREw8mzRESJJ9J7NlZMUV/DzLswsrOz4ff7cezYsdDXgv9zCL7ID6qrq4Pf72eJBRERkY6UZI6NHj0amZmZAIADBw6gsrIyVDZpsVjw0ksvobi4GI8//jjGjh2L4cOHY+zYsXjooYewceNGPPfcczH3eEtJSYHBYFBUOivnOQZLZ5USBEF26XE4ra2tist1Ewmz74iIiCiRMXgXRl5eHgCguLg49LXvfve7CAQCePXVV1FWVhb6+quvvgoAGDRokLaHJCIiohBJkmT3bhNFsVPp7JdffnnWNdnZ2XjggQfw1FNP4Re/+AWeeuop3HvvvVH1uAtHEATY7XbU1NTIvkcUxW6nzqalpeH06dNobm5WfJ5YMucCgUBMmXuJgL3viIiIKFExeBdGYWEhAoEAPvjgg9DXrrjiCuTn56O+vh7jxo3DDTfcgFmzZuHJJ5+EIAi4+eabdTwxERERRdv37syseq3Y7XbU1tbC7/fLvqe7jD+r1QqLxaIoKBgUa9lrTx9cwew7IiIiSlQ9tzmJiu68804MHjy406frZrMZb7zxBq666iqcOnUKf/vb30LlIZdeeikeeeQRvY5LREREaC8rbWtrk3Vtx+Dd2rVrcezYMbS0tCA5ORk1NTW4+uqrYy6N7Y7dbsfhw4dx6tQpZGRkyLrHZDJFfDyY0VdVVYWhQ4cqOk+wdDba8lePxwO/3x/z9Fo9sfcdERERJSIh0JMblOjgwIED+OMf/4j9+/fDarXi8ssvxy233AJJkvQ+GskQ7F3IgRVERL2P3+9HfX297OsLCwu77A+XkZGBl19+GWazORSQmjhxYpxO+m979+5Fbm4uzjnnHNn31NXVRZzuevr0aezfvx+zZ8/uNth3pra2tpjKX61WK6xWa9T3J4Lt27fjyJEjAID8/HxMmTJF5xMREdGZ+L6O+pqe+9GoTkaMGIGXXnoJH374IVavXo3bb7+dgTsiIqIEIIqi7H+T16xZE7G09MSJE1i4cOFZ02bjzWaz4fjx44ru6S4jMDU1FZIkRVU6G+trmp5eOguw9x0RERElHgbvwrj11lvx/e9/H+Xl5XofhYiIiBSQM5HV7Xbjvvvu67Y81O/3Y+nSpaFS3Fh7woVjt9vR0NAAt9st+x65pbPRTJ0VRTGmqbN+v7/HD65g7zsiIiJKNOx5F8Y777wDv9+Pv/zlL3ofhVTgdDpDadbhMPWaiKjnkhNg+8c//oETJ07IWu/06dPYvHkzZsyYAaPRGLFcNRrJyckwGo04fvw4Bg4cKOseo9EIURQjDrpIS0vDkSNH4PP5FGXTCYKgqHdgOK2trbKCqImMve+IiPQX6T2b0+lEQUGBhqch0hcz78JISkqCJEkwm816H4WIiIgUkBM0WrNmjaI19+zZg8GDB6vSJiOYJaekxFUQhG5LZ+12OwKBAGpraxWfKdbn2dbWFvXQi0TB7DsiIiJKJMy8C2Ps2LHYuHEjKioq0L9/f72PQ3FWUFDA7Doiol5KEAQYDIaIGXINDQ2K1mxsbAytrQa73Y6jR48qmtRqNpvR0tLS5eOSJIWmzubm5io6T6xTZ4H27Du1p/Wqjdl3RET6ivSeLVJWHlFvxMy7MG699VYEAgEsX75c76MQERGRQt1l39ntdkXriaKI0tJSWWtXVlaivLwclZWVste32+3wer04efKk7HvkZBimpaWhuro6YnltOMHS2Vj0hsEVzL4jIiKiRMHgXRiLFi3Ceeedh1/96lccWkFERNTDdBd4mjNnjqL1LrjgAtlrV1ZWhn7JZTAYFE+dFUWx2/YeDocDXq8XdXV1stcNirV01ufzxb0/oB44eZaIiIgSActmw/jP//xP2O12nD59GrNnz8ZFF13U7T2CIOCVV17R4HREREQUiSRJEcs+r776ajz11FOyhlbYbDZMmTKl09pqsNlsqKmpwejRo2XfY7FYIma4GQyGUOlsdna2ovOIotjtUIzutLa2qjKhV0vB7LsjR44AaM++6/jzQERERKSFnv2KSiWvvfZa6FPWvXv3Yt++fRGvDwQCDN4REREliGDfO4/HE/Zxi8WCl19+GQsXLowYnBJFEffccw9MJlPoa8F/8+M9kMFut6O8vBwulwtWq1XWPXJKWx0OB6qqqjB27FjFPfsMBkNMU2fb2tqQlJSkWq9ArbD3HREREemNwbswpk+f3uNfaBIREfVlRqOxy+Ad0F46u3z5ctx3331hM/AyMjLw8ssvw2w2dwrwCYIAk8kU955uSUlJMJlMqKmp6dRnLRKDwdDtcA6Hw4HS0lKcPHkSGRkZis4Ua/AuEAigra2t2/LeRMfsOyIiItIbg3dhrF+/Xu8jEBERUQzkZKXNmTMHxcXFeP/99/GTn/wkFKh65plncNNNN2HNmjVYvnw5mpubkZycjJqaGlx99dWqBO8EQYDdbsfx48dlB++A9izCpqamLh83mUyw2WyoqqpSHLwTBAGSJMHn8ym6ryO3293jg3cAs++IiIhIXxxYQURERL2OJEkQxe5f5lgsFlx//fW4+OKLQ18rLS3FpEmTcO+992Lz5s345ptvsHnzZtx7770YO3Ys1q5dq8qZ7XY7amtrFQXL5ATGgqWz0ZT6xtqzrrcMruDkWSIiItITg3dd2LRpE7788kscOnSoy2uqqqpQXFyMvXv3angyIiIikkNJ4Gns2LGh37/xxhtdDrM4ceIEbr75Znz++ecxn+9MNpsNfr8fJ0+elH2PwWDoNkiZlpYGl8uFhoYGxWeSEwDtTryzFPXCybNERESkF5bNhrF3715cdNFFkCQJX331FYYNGxb2urq6OkycOBGBQAAHDx5UVOZCRERE6jIajbJ7tp177rmy1/X7/XjooYfw9ddfw2KxAABqa2uxcuVKfPLJJ6GhE7Nnz8b8+fORlZUla12DwYDU1FTU1NTIvkcQBFgsFrS0tHR5jdlsRkpKCqqqquBwOGStGySKYsyls71lcAV73xEREZFeGLwL4/XXXwcAXHfddZg8eXKX15177rm4+eab8frrr+P111/HkiVLtDoixcDpdKKwsLDLx0tKSjQ8DRERqUVO37sgu92OzMxM1NXVybr+xIkT+Oijj3DFFVfgmWeewerVq88akFFcXIzf/e53mDdvHhYvXhwK9EVis9lw/Phx2ecG0G3wDvh36ew555yjaG2gPagYS/AuEAigtbVV1vNPdOx9R0SknUjv2ZxOJwoKCjQ8DZG+WDYbxqeffgpBEHDHHXd0e+2tt94KAPjnP/+p9rGIiIhIgWDWmFxKgn0AsGbNGixatAgrVqyAx+PB+eefjzvvvBMPPfQQ7rzzTowfPx4ejwcrVqzAokWL4Ha7u13T4XCgqakJzc3Nis7dXVZbWloampqa0NjYKHvdICXfw670ltJZ9r4jIiIiPTDzLgyn0wkAuPDCC7u9dty4cQAQsTceJZaCggJm1xER9RFKssaUTkUtLi5GdXU1UlNTsXTpUkybNg3bt2+H3++HKIp4/PHHsWHDBtxzzz3YsmULnnnmGTz33HMR17RarTCbzTh+/DiGDBki6xyCIMBsNkcMDlqtViQlJaGqqgqpqamKnqcgCDAYDDENnggOroh1AEYiYPYdEZE2Ir1ni5SVR9QbMfMujOCLbjnlHUlJSRBFMaZyEiIiIlKHkmw6uX3mgmpqagAgFLgLZ9q0aVi6dCkAYPXq1aitrY24piAIUZfOdidYOhuNeATdmH1HREREFB0G78Lo168f/H4/9u3b1+21+/fvh9/vR05OjgYnIyIiIiXkBu8GDx6MK6+8UtHagUAA48eP7zJwFzRt2jSMGzcOHo8Hq1atAgBUVlaivLwclZWVZ13vcDhQW1ur6INBOc8zLS0NDQ0N3fbHCydeU2f9fn/M6yQCTp4lIiIiLTF4F8aMGTMAAM8//3y3177wwgsQBAEXXXSRyqciIiIipYIln90ZMmQI7rzzTiQlJclaNxgsmzdvnqzrg9dt3rwZQHvwLvjrTDabDYFAACdOnJC1NtDel85kMkW8JikpCRaLJarsO0EQFPcEDEfu9N9Ex+w7IiIi0hKDd2H8+Mc/hiAIePvtt/GjH/0IDQ0NZ13T2NiIn/zkJ3jjjTcAAD/4wQ+0PiYRERHJIDfoZLFY8MQTT3R7nSiKGDRoEID2bH05giW5TU1N3V4rSRJsNluoLFeu7kpnBUGIqXQ2HoMr5Azt6CmYfUdERERaYfAujDFjxuDnP/85AoEAli5din79+mHmzJlYtGgRbrnlFlx66aXIy8vDH/7wBwDAXXfd1W3JDBEREelDScbYnXfeGXGgQ0ZGBpYvX44BAwYAAOrq6mStG+x1l5KSIuv6YPAuEAjIuh6QN3AjLS0NJ0+ejCqIJopit1Ntu+P3++HxeGJaI1Ew+46IiIi0wuBdFx599FH893//N1JSUuByufCvf/0L77zzDpYvX44vvvgCLS0tMJlMePzxx0ONqImIiCjxSJIkO+gkiiK++93vhv48dOhQnHvuuZgyZQqWLl2K4uJizJkzJzSRfuXKlbLWXb16NQBgypQpsq53OBxoaWlBc3OzrOuB9ufZXYlwSkoKTCaTrqWzzL4jIiIiUib20WG92H/+539iwYIFWL16NTZu3Ijq6moAQHZ2Ni644AJce+21yMvL0/mUREREFEmw753cjK9LLrkEf//73wG0l8Xed999EEURM2fODF1z00034YUXXsD27dvx9ddfR+x9u2HDBhQVFcFoNGL+/PmyzmCxWGC1WlFdXY1hw4bJuid4X6TS3I6ls0OGDJG9blA8Smc9Hg/8fn9chmDoLZh9d+TIEQDt2XdyA7REREREcjF41w2Hw4E77rgDd9xxh95HISIioigZjUbZwbvg4CoAKC4uDhtoysnJwYIFC/D222/j7rvvxtKlS8O20NiwYQPuueceAO1DK4K977ojCEKodFZJ8M5sNnfbVy89PR379u1Da2urrFLbjkRRhCRJiibhhuN2u2UPB0l0o0aNQmlpKQKBAMrKyjB69GjYbDa9j0VERES9SM//yJOIiIioG0rKPfv374/hw4cDAE6fPo1jx46Fve6Xv/wlLrroIjQ2NmLhwoW45pprsHbtWmzduhVr167F1VdfjYULF6KxsRGTJ0/G4sWLFZ3Z4XDg5MmTinrEGQyGbrPjUlNToy6dDe4Rq9bWVkX9/BIZe98RERGR2hi8IyIiol5PkiRFZZpnZt+FY7VasXLlSixatAhGoxG7du3CsmXL8OKLL2LZsmWhUtkFCxbgrbfe6nYa7JlSU1MhiiKOHz8u+x5BEGRPna2srFR0nqB4lLsGAgG0tbXFvE6iYO87IiIiUhODd0RERNQnKMkYkxO8A9oDeC+99BK2bduGhx56CGPHjsXw4cMxduxYPPTQQ9i4cSOee+45xYE7oD1IZrfbUVNTo+g+k8nU7TXp6emoq6uLeupsPLLvetPgCmbfERERkZrY8476HKfTicLCwi4fLykp0fA0RESkFaPRKDvb66KLLoLBYIDX68XevXu7va9fv3649957MXny5FCPvIkTJ551XW1tLVauXIlPPvkELpcLVqsVs2fPxvz588P2w7Pb7SgvL0cgEJA9MddkMkEQhIhlqR1LZ6MZXBH83sTC5/PB6/XGJRCYCNj7jogoviK9Z3M6nSgoKNDwNET6YuYdERER9QlK+t6lpqaGgm8ejwf79u2LeH13paRutxuPPvooLrzwQrz44osoLi7GwYMHUVxcjBdeeAEXXnghHn300bOy0RwOBzweD06ePCn77EpKZ6PteyeKouxgYiTMviMiIiLqXu/4qJNIgYKCAmbXERH1QUonpc6YMQObN28GAOzevbvb67sKZrndbixatAhbtmwBAJx//vmYMGECHA4H6uvrsX37duzatQsrVqzA4cOHO/XHMxqNSE1NRU1NDTIyMmSdGwAsFgtcLlfEa4JTZ91ut+KyXkEQYDAYFA3TCKetrS3sNN+eitl3RETxE+k9W6SsPKLeqHe8UiIiIiKSIdq+d91l3gmCALPZHPaxZ555Blu2bEFqaiqWL1+Od999F7Nnz8YFF1yA2bNn47333sPy5cuRmpqKLVu24Jlnnul0fzR97+RkGSbC1FmA2XdERERE3WHwjoiIiPoMJaWz48ePD2VN7d+/H3V1dRGvDxfMOn78OFavXg0AWLp0KaZNmxb23mnTpmHp0qUAgNWrV6O2tjb0mMPhQGNjI1paWmSfXRRFTabOxiNjrrW1NWJ/vp6Gk2eJiIgo3hi8IyIioj5DSfDOYDDg4osvDv35yy+/jHh9uLLZVatWwePxYPz48V0G7oKmTZuGcePGwePxYNWqVaGvW61WmM1mxdl3XWUCdpSeno4TJ05Enf2m5PvZlUAgIHuQSE/A7DsiIiKKNwbvurFu3To888wz+M///E/cfvvtnR7bu3cvPvroI3z22Wc6nY6IiIiUCPZqk6tj6ez69esV7xfsc/f9739f1vXz5s0DgFCvPaD9zNGUzppMpm6vibV0Nl696npT6SzA7DsiIiKKLw6s6MKBAwcwf/58fPPNNwDaPxUWBAF/+tOfQtcYDAZcffXV8Pv92LdvH4YNG6bXcYmIiEgmo9EIr9cr69ozg3fB1wNyNTU1AQCys7NlXZ+VldXpviCHw4FDhw7B6/XKDj5KkgSTyRQxq61j6eyQIUNkrduRKIowGAyyv59d8fl88Hg8ccnkSwTB7LsjR44AaM++mzJlis6nIiIiop6KmXdhnDhxApdeeimKi4tht9vx3e9+N+wny8OHD8f1118Pv9+Pv/71rzqclIiIiJRSEiAaOnQo8vPzAQAVFRU4dOiQor1SUlIAtPe+kyPY6y54X1Cw917HXnhyyJkim5GREVPpLAdXhMfsOyIiIooXBu/C+O1vf4uKigqcf/752L9/Pz7++OMuX+jfcMMNAIC1a9dqeUQiIiKKkiRJsrPnBEGIqXR28uTJAIC///3vsq4PDrc4M0tLFEXVSmdTUlISonTW4/HA5/PFZa1EwN53REREFC8M3oXxwQcfQBAEPP/886Hyla5ceOGFAIB9+/ZpcTQiIiKKkZZ97+bPnw+j0Yhdu3Zhw4YNEa/dsGEDioqKYDQaMX/+/LMeDwbvlExmNRgM3WYaCoKAtLS0qKfOCoIQt3JXZt8RERERnY3BuzAOHz4MAJg0aVK316alpUEURb4YIyIi6kGUBJumT58eCsB89dVX8Hg8su/Nzs4ODaG45557ugzgbdiwAffccw+A9qEV4T48dDgcaG1tRUNDg+z9AXmls7FOnY1X6Wxrayv8fn9c1koEzL4jIiKieGDwLgyv1wtBEJCUlNTttY2NjfD7/UhOTtbgZERERBQPSoJ36enpGDt2LID2QRI7d+7s8trBgwdj8ODB6NevX+hrixcvxuTJk9HY2IiFCxfimmuuwdq1a7F161asXbsWV199NRYuXIjGxkZMnjwZixcvDru2yWRCSkoKqqurZZ8dAMxmc7fXxKN0Nl7ls62trXFZJ1Ew+46IiIhixeBdGP3790cgEMDRo0e7vfZf//oXAEQ1oY2IiIj0IUmSomCT3NLZIUOGYOjQoRgwYEDoaxaLBW+99RYWLFgQKqFdtmwZXnzxRSxbtixUKrtgwQK89dZbETPlbDab4r53BoOh28y4WEtnAWUB0Ujcbrei0uBEx+w7IiIiihWDd2HMmjULAPD2229HvM7j8WDJkiUQBAEzZ87U4mhEREQUJ2r1vRME4axBERaLBc899xw2btyIhx56CGPHjsXw4cMxduxYPPTQQ9i4cSOee+65bktcHQ4HGhoaFJe3KimddblcitYOilfmXSAQQFtbW1zWShTMviMiIqJYCIHe9NFmnOzbtw/nnnsuLBYLVq9ejdmzZ8NqtaKtrS00Be3YsWO488478emnn8JgMGDv3r0oKCjQ+eTUncLCQgBASUmJzichIiK9tba2orm5Wfa1BQUFcLlckCQJhw4dgs1m6/L6QCCApqamLh/fvn07/H4/RFHExIkTZZ85EAigqKgIo0ePxqBBg2Tf5/F4cOLEiW7XLi4uxrBhw6J+TdPa2gqv1xvVvR1JkgSbzSZ7KnBPsH37dhw5cgQAkJ+ff9ZEYSIiko/v66ivYeZdGKNGjcKLL76I5uZmXHnllbj44otDL0QXLlyICy+8EMOGDcNnn30GAHj22WcZuCMiIuphlJR5ms1mTJ06FQDg8/nw1VdfqXWsiARBCE2dVcJgMECSpG7XTk9PR0VFRdTni9fgCp/Pp2gwSE/A7DsiIiKKFoN3Xfjxj3+Mt99+G3a7HRs3boTP50MgEMBf/vIXbN68GV6vF1arFb/97W/x8MMP631cIiIiUkgUxW4DWh0pLZ2NVw+4MzkcDtTW1oaqAeQQBEF26Wx9fX3ErMFIRFGMW7ZctJNvExV73xEREVG04vPxaC9100034dprr8Xf//53bNiwAZWVlfD5fMjOzsbkyZNx3XXXISsrS+9jkkJOpzOUZh0OU6+JiPoOo9EoOwimJHgXXFuN7DG73Q6/348TJ04gOztb9n1ms7nbMuGkpCQkJSWhoqICI0eOVHy2YNAyHj3rvF4vvF5v3LL5EsGoUaNQWlqKQCCAsrIyjB49OmL5NRFRXxbpPZvT6WT1G/UpvefVkEqSkpKwcOFCLFy4UO+jEBERUZwpCQyNHj0a2dnZOH78OJxOJ8rLyztNlT1TvAY4nCnYD666ulpR8M5oNEIURfj9/i6vCU6draiowIgRI6LKojMYDHEbOOFyuZCamhqXtRJBMPsu2Ptuz5497H1HRERE3WLwjvqcgoICZtcREREAZX3vBEHA9OnTsXr1agDt2Xc33XRTt/eoMRss2PcuEAjIDrAJggCr1dpt9l1GRgYqKipw+vRp2O12xWcTBAGSJCkq6+2Kx+OBz+dTVN6c6Jh9R0QkT6T3bJGy8oh6I/a8C2Pq1Kl444030NLSovdRiIiISEWCICjKvlPa985kMkV5ssjS0tLgcrkUDz0wm83dXmOxWJCSkhLT4Ip49vtj7zsiIiLq6xi8C2PLli244447kJeXh7vvvhvbtm3T+0hERESkEiWBpksuuST0+y+//DJiCSoQv+mrZzKbzUhOTkZ1dbWi+4Kls90JTp2NNmswnoMrWltbu/0+9zScPEtERERKMHgXxm233YbU1FQ0NjZi2bJlmDJlCsaNG4elS5eioaFB7+MRERFRHCkJ3vXr1y80yOHEiRMoLi6OeL1afe+A9tJZpcE7JVNnXS4XTp48GdXZ4j1t1+VyxW2tRMDsOyIiIlKCwbswXnvtNVRXV+Odd97BrFmzIAgCiouL8aMf/Qj9+vXDokWL8OWXX+p9TCIiIooDSZIUZYnNnDkz9Psvvvii2+vVyr5zOBxoaGhQHNiSE7wzmUyw2+0xlc7Gs08ds++IiIioL2PwrgsWiwU33ngjPv30Uxw9ehTPPvssRowYAZfLheXLl2PmzJkYNWoUXnzxRdTW1up9XCIiIoqS0r53s2bNCv2+u753QHz7v3WUnJwMk8kUVemsnGBlWloaKisrow6aiaIY1wAee98RERFRX8XgnQz9+/fHY489hr1792Ljxo246667YLPZcODAATzyyCMYMGAArrvuOr2PSURERFFSEmCbOnVqaPDDli1b0NTUFPF6tSalCoIAh8MRVems1Wrt9rr09HR4PB7U1dVFe8S4Zh22traqMrlXT8y+IyIiIjkYvFNoypQp+OMf/4jq6mo89thjAACPx4N3331X55MRERFRtJQE75KSkjBlyhQA7a8Bvv76a7WO1S2Hw4G6ujp4PB5F98mZOmswGOBwOFBeXh7t8eIauAwEAsy+IyIioj6JwTuF6uvrsXTpUlx88cV47rnnQl9PTk7W8VREREQUC0mSFA2X6Nj37vPPP494rSAIMJlMUZ8tEpvNBlEUcfz4cUX3mUwmWaWz6enpqKqqgs/ni+p88X7ubreb2XdERETU5zB4J0MgEMCaNWtw/fXXIy8vDz/60Y+wY8cOBAIBTJw4Ea+88goqKyv1PiYRERHFQEn2Xce+d3KGVqjV904URVWnzjocDgQCAdTU1ER7xLhn37W2tsZtvUTA7DsiIiLqjjrjz3qJ/fv3480338Ty5ctRVVUFoP1FY3p6Om666SbccccdGDNmjM6nJCIiongwGo2yA0OjR49GTk4Oampq4HQ6cezYMQwcOLDL68/M6uvXrx/8fr+ibL+uOBwOlJWVKV7PYrF0O6lWkiSkpaWhvLwc/fr1i+p8wcEV0WbvncnlcsFsNiuaEJzoRo0ahdLSUgQCAZSVlWH06NGw2Wx6H4uIiIgSBDPvwli2bBkuvPBCjB49Gr/+9a9DWXWzZs3CX/7yF1RWVuJ3v/sdA3dERES9iJLhCoIgYMaMGaE/y8m+65iB1q9fPwwYMCDqgFhHDocDXq8XJ06cUHSfktLZ48ePK+6r11E8Mw+ZfUdERER9DYN3YfzgBz/Ali1bEAgE0K9fPzz++ONwOp349NNPccMNN6jWt4aIiIj0E8wQkytc37sjR47g8OHDOHLkyFnXq/X6wWAwwGazqVY6a7fbIYpiqAohGqIoxjVTjr3viIiIqC9h8C4MSZLwve99Dx988AGOHj2Kn//8550+DSUiIqLeSUmGWMfMuy+//BJerxelpaU4cuQISktLz7o+nr3fzhTse6c0oCUneCeKYqh0NlqCIMQ1+87v9zP7joiIiPoMBu/CqKiowLvvvosrrrgiLr1oiIiIqGdQEmDKysrC2LFjAQCnT5/Gzp07I16vNPOssrIS5eXlsoZipaWlweVyKc7Wkls6m5mZibq6um575EWipCxZDmbfERERUV/ByFQY2dnZeh+BiIiIdKA0wNSxdDbeU2crKytDv7pjNpuRnJysWulsSkoKLBZLzNl38QzgMfuOiIiI+goG74iIiIj+j9LyznB97yKJZ+nomYKls0rJCd4JgoD09HSUl5fHlO3G7LvuMfuOiIiIzhTfV1A91KxZs2A2m/Hxxx8DAO666y7FawiCgFdeeSXeRyMiIiKNGQwG2ZNVJ02ahOTkZDQ3N2Pnzp1oampCUlJSl9er2Y7D4XCgsrISLpcLVqtV9n3B0tnugmCZmZmorKzE6dOnYbfbozpjcHBFvAJuwew7OQHIniKYfRccerJnzx5MmTJF51MRERGRnhi8A7B+/fpOL/pee+01RX1pAoEAg3dERES9hNFolN3bzWw246KLLsInn3wCv9+Pb775BpMnT454jyiK8Pv98ThqJ8nJyTCZTKiursaQIUNk3xcsne3uOVssFqSmpqKsrCzq4F0ws7GtrS2q+8NxuVwwm81xnWart1GjRqG0tBSBQABlZWUYPXo0bDab3sciIiIinTB4B2DgwIGdPqGePn16r3oBSERERPJJkqQoO2zmzJn45JNPAAC7d++OGLwTBAEmkwlutzsuZz1zbYfDoTh4B0BW8A4A0tPTUVFRgdGjR0edRRjvqbuBQABut1tRtmGiY/YdERERdcTgHYDS0tJOf16/fr0u5yAiIiL9Kc0O69j3rqioqNugX7z7vnXkcDhw8OBBeDweRf315JbOpqen49ixY6itrUVOTk5UZxRFEUajUXZpshxutxsWi6VXffjK7DsiIiIK4sAKIiIiojMoCXwNGzYMAwYMAADU1dXhySefxIsvvoi//vWvqmTYRWKz2SCKIo4fP67oPkEQZGWuGY1GOByOmKbOAvEPYAaz73oTTp4lIiKiIAbvwvjyyy/x1Vdfybr25MmTKC4ujvlFLBERESUOJcG7tWvXora2NvTnAwcOYPPmzbj33nsxduxYrFmzptP1SifaKiGKoqpTZwEgIyMDVVVVMWXOiaIY9+EdbrdblV6CeuLkWSIiIgIYvAtrxowZmD17tqxr9+7di/Hjx2PRokUqn4qIiIi0Ije4tGbNGixcuBCtra1hHz9x4gQWLlx4VgBPreAdAKSlpaGmpgY+n0/RfUajUVbZqcPhgCiKqKqqivaIof3iidl3RERE1Fux510X5DapHjNmDAKBAF9M9SBOpxOFhYVdPl5SUqLhaYiIKFEZjcYug3JAe6bXfffd1222l9/vx3333Yfi4uJQdlu8hzZ05HA4cPjwYdTV1SnqSxcsnW1paYl4nSiKSEtLQ3l5OQYOHBj1OZUOBpEj2Psu3ll9emLvOyLqqyK9Z3M6nSgoKNDwNET66j2vbHQSfMF58uRJnU9CRERE8dRdZtg//vEPnDhxQtZaJ06cwPvvvx/6cyAQUG24giRJqpfOZmZmoq6uTtaE2q6oVT4cy5kSEbPviIiIiJl3MVq6dCmA9ulr1DMUFBQwu46IiLrVXWDpzFLY7nz88ce4/vrrAbQHrsxms2plng6HA5WVlRg7dqyiIKHRaIQoit1mE6akpMBisaCsrAwjRoyI+pxqZCC2trbCYrGomt2oNWbfEVFfFOk9W6SsPKLeiME7AHfddddZX/N6vWG/HtTa2oqdO3diz549EAQB3/3ud9U8IhEREWlMEAQYDAZ4vd6wjzc0NCha78zr1QwupaWlobS0FCdPnkRGRobs+4Kls83Nzd1el5GRgbKyMgwfPjzqLEJRFCN+j6PlcrmQkpIS1zX1FMy+O3LkCID27LspU6bofCoiIiLSCoN3AF577bWzXnT6fD786U9/inhfsGQ2Pz8fv/jFL1Q7HxEREenDaDR2GViy2+2K1jrzerXKZoH2c9tsNlRVVSkK3gGA2WzuNngHtJfOVlRUKA4QnkmN4F1bWxu8Xi8Mht7zUpfZd0RERH1X73lFE4Pp06d3egH9r3/9C4IgYNq0aV3eYzAYkJWVhalTp2LRokV88URERNQLGY3GLnuozZkzB//85z9lr3X55Zd3+nOw55vH44npjF1xOByoqqpCYWGh4tJZSZK6nVZrNptht9tRVlYWU/BOkiRZpbpKtbS09KrXZ8y+IyIi6rsYvAOwfv36Tn8WRREmkwlffPGFPgciIiKihBBpIurVV1+Np556StbQioyMDHzve9876+tqBu/S0tJw7NgxNDQ0wOFwyL4vWDrb1NTU7bUZGRk4evQoxowZE1OWm8lkinv/P6/Xi7a2NphMpriuqydm3xEREfVNDN6F8cUXX0AUOYiXiIiorwv2vQsXYLNYLHj55ZexcOHCiFljoiji5ZdfDjvJNdzrjdraWqxcuRKffPIJXC4XrFYrZs+ejfnz5yMrK0v22c1mM1JSUlBdXa0oeBe8V07wLj09HUePHkVVVRXy8/MV7dGRKIpdBklj4XK5YDQaVS1R1hKz74iIiPomRqjCuOSSSyKWzBIREVHfEWnq7Jw5c7B8+fIuy0btdjuWL1+OOXPmdLlGMLDkdrvx6KOP4sILL8SLL76I4uJiHDx4EMXFxXjhhRdw4YUX4tFHH1WUoRYsnVXKaDTKyqQTRRHp6ekoKytTvEdHwRLiePP5fGhtbY37unoaNWpU6GemrKwMp0+f1vlEREREpDYG74iIiIgi6C6oNGfOHBQXF2Pp0qWYMmVKp0DeD3/4w24Dd2azGW63G4sWLcKKFSvg8Xhw/vnn484778RDDz2EO++8E+PHj4fH48GKFSuwaNEi2QG8tLQ0NDY2ysqiO5PVapV1XVZWFurq6mQNuYhEreESLpcr7hl9egpm3wXt2bNHv8MQERGRJlg2G8FHH32E9957D2VlZWhra4t4rSAIWLdunUYnIyIiIq3IGahgsVhw/fXXIzs7G9u2bcPzzz8PANiwYQMeeOCBbtd/5plnsGXLFqSmpmLp0qWYNm0atm/fDr/fD1EU8fjjj2PDhg245557sGXLFjzzzDN47rnnuj27xWKB1WpFVVUVhg8fruh5m81mNDY2dntdcnIykpKSUFZWhlGjRinaoyO1BngEAgG4XC4kJSXFdV09sfcdERFR38LgXRduvvlm/PnPfwbQ/qIvWJ5w5ie3wf4svaWXChEREZ3NaDTKLr8sLCyEwWCA1+vF5s2b0dzcjOTk5C6vP378OFavXg0AocBdONOmTcPSpUuxcOFCrF69Gg888EC3PfAEQQiVzioN3hkMBlnBNEEQkJGRgfLycowcOTKm10RqDfBwu90wm82QJCnua+uBve+IiIj6FpbNhrFq1Sq88847CAQCmDlzJh577DEA7X1dFi9eHPo1b948BAIBXHzxxXjqqad0PjURERGpRUk/NovFgpEjRwIA2trasGnTpojX//nPf4bH48H48eO77bk7bdo0jBs3Dh6PB6tWrZJ1nrS0NNTX18Plcsl7Ah3ILZ3NyMhAS0uLrMm7kQQHhKghmuefyNj7joiIqO9g8C6Mt99+G4Ig4M4778Rnn32GZ599FikpKQgEAp2Cd8uXL8fgwYOxb9++bktiiIiIqOdSGlAaN25c6Peff/55xGs3btwIAPj+978va+158+YBADZv3izr+uTkZJjNZlRXV8u6viOz2SzrOpPJBIfDgWPHjine40xqBe/a2trg9XpVWVsP7H1HRETUdzB4F0ZRUREA4P777w99LTU1FYFAoFPvF7PZjMWLF6Ourg5//OMftT4mERERaUQURUUll+edd17o91988UXEa4PDJLKzs2WtHSyVlTuEomPprFKSJMkO4GVmZqKysjLmstdgj0E1NDc396rhFcy+IyIi6hsYvAsjWPLRsTdMSkoKAJz1qfWVV14JAHjvvfc0Oh0RERHpQUnp7ODBg5GZmQkAOHDgACoqKrq8Nvgao7a2VtbaweuC98mRlpaGEydOdDuAKxyLxSLrOofDAUmSUFlZqXiPM5lMppjXCMfn80X1PUhUzL4jIiLqGxi8C0MUxbM+8Q1+Gn748OFOX8/MzIQoijh06JBm5yMiIiLtKQneiaKIGTNmhP4cqXT2wgsvBAC8++67stYODrdQMqAgNTUVBoNB1dJZURSRnp6Oo0ePKt4j3FpqDQNraWlh9h0RERH1KAzehZGdnQ2/39+pb0thYSEAYP369Z2uraurg9/v5wslIiKiXk5pL7aZM2eGfh+pdPamm26C0WjEjh07sGHDhohrbtiwAUVFRTAajZg/f77sswiCALvdHlXprCiKsrPvsrOzUV9fj4aGBsX7dCQIgmrZd4FAoFcNr2D2HRERUe/H4F0YeXl5AIDi4uLQ17773e8iEAjg1VdfRVlZWejrr776KgBg0KBB2h6SiIiINCUIgqLsu47Bu/Xr13c5LCEnJwcLFiwAANxzzz1dBvA2bNiAe+65B0D70Ipg7zu50tLSUFtbG1VPOrlTZ61WK1JTU+OSfSdJkmrZd263Gz6fT5W19cDsOyIiot6NwbswCgsLEQgE8MEHH4S+dsUVVyA/Px/19fUYN24cbrjhBsyaNQtPPvkkBEHAzTffrOOJiYiISAtKgnc5OTkYO3YsAKChoQE7d+7s8tpf/vKXuOiii9DY2IiFCxfimmuuwdq1a7F161asXbsWV199NRYuXIjGxkZMnjwZixcvVnx2u90OQRBQU1Oj+F6TySQ7kJaZmYny8vKYJ7sqDZYq1dLSotraWmP2HRERUe+mrP6jj7jzzjsxePDgTp9om81mvPHGG7jqqqtw6tQp/O1vfwv1S7n00kvxyCOP6HVcIiIi0ojSYNKsWbNCmfzr1q3DpEmTwl5ntVqxcuVKPProo/jrX/+KXbt2YdeuXWftPW/ePCxevFh2GWtHoijC4XCgsrISAwYMUHSvIAiwWq2yAl7p6ek4duwYqqqqkJ+fr/icHRkMBtUGTHg8HrS1talWnqu1UaNGobS0FIFAAGVlZRg9ejRsNpvexyIiIqI4EAK9qWOvBg4cOIA//vGP2L9/P6xWKy6//HLccsstkCRJ76ORDMHehSUlJTqfhIiIeqr6+nr4/f6wj33xxRfw+/0QRREzZ87Exo0bcdVVVwEAxo0bh3Xr1kVcOxAI4MiRI1i1ahXWrl0Ll8sFq9WK2bNnY/78+YpLZc906tQpOJ1OzJkzR3EPv7a2Npw8eVLWtaWlpfB6vbj44oujOWYnwSCbGkRRDGUk9gbbt2/HkSNHAAD5+fmKhpoQEfUkfF9HfQ0z7xQaMWIEXnrpJb2PQURERDpRkg12wQUXICUlBU1NTSgqKkJtbW23AbicnBzce++9mDx5cigQOHHixHgcvVPpbP/+/RXdazQaIUmSrF5xWVlZKCkpQWNjI1JTU6M9LgCo+gGp3++Hy+VCUlKSantoidl3REREvRN73hEREREpEKl0dvDgwRgyZEio/5jRaMQll1wSevzMqfVnUnPKKtC5dFapYOmsHMnJyUhOTsaxY8cU73MmURRV7X3Xm4ZXsPcdERFR79TnM+/uuuuuuKwjCAJeeeWVuKxFREREiStSIGnIkCFnfe3SSy/Fhx9+CKC97911110XcX2l5axKpaWl4fDhw/B6vYr3slgsaGpqknVtVlYWysrKMGrUqJiz5wwGQ1RTcuVqbm7uNRlqzL4jIiLqffp88O61116Luc9JIBBg8I6IiKiPEEVRdvko0B68C+rYE68ravdfczgcEAQBx48fR79+/RTdazAYYDQaZQXSMjIycOzYMVRXVysu0T2TKIowGAwxT7DtitfrRWtrK8xmsyrraymYfRfsfbdnzx72viMiIurh+nzwbvr06b2mSTERERFpw2g0yg7eDRgwACNHjsT+/ftRV1eH4uJijBs3LuI9WpXOKg3eAe2TceUE7yRJQnp6Oo4ePRpz8A5o/56rFbwDgJaWFhiNxoiB1Z6C2XdERES9S58P3nXXe4aIiIjoTEajEW63W/b1l156Kfbv3w+gvXS2u+CdFqWzR44ciap0Vkl2WlZWFvbu3Yvm5mYkJycrPWYnamffBQIBtLS0ICUlRZX1tcTsOyIiot6l53+0SERERKQxpQGvWbNmhX7/+eefd3u9mhNWgfaps4FAAMePH1d8ryRJsFgssq5NSUlBUlISSktLFe8TjtpBzba2NlV762lp1KhRoeqSsrIynD59WucTERERUbQYvCMiIiJSSBAERRNQp06dGprUum3bNjQ0NKh1NFkkSYp66iwA2cE7QRCQnZ2NY8eOxWWiqyRJqgc2m5ubEQgEVN1DC5w8S0RE1HsweEdEREQUBSXBO4vFgosvvhgA4PP58K9//UutY8mWnp6OmpqaqIJqZrNZds/gjIwM+P3+qAOFZ1KzHyAA+P1+uFwuVffQCrPviIiIeoc+3/MunCVLlkR131NPPRXnkxAREVGiUhK8A9pLZz/99FMA7aWzc+fOVeNYsgVLZ2tqahQPrhAEAVarFS0tLd1eK0kSMjIyUFpaivz8/GiPG6J02m803G43TCaT6mW6amPvOyIiot6hZ78iUcnTTz8d1QRaBu9it2rVKvzjH//Ali1bUFFRAaPRiLy8PFxxxRW4//77MWjQIL2PSEREBKA9KCUIguwSy0svvTT0+3Xr1iEQCOg68T5YOltVVRXV1FmLxSIreAcA2dnZ+Pbbb9HQ0AC73a54rzOZTCbVs+Oam5ths9l0/TuKB06eJSIi6vkYvAtj6NChsl6o1dbWorGxEVlZWUhNTdXgZL3fjTfeiJSUFEybNg1XXHEFPB4PtmzZgt///vf485//jKKiIvTv31/vYxIREQFoz75ra2uTde3QoUMxePBglJaWorKyEvv378eoUaNUPmFkaWlpKC0thc/nU9xLzmg0ys6AS0pKgs1mQ2lpKc4777xojxuiRfadz+eD2+0O9SrsqZh9R0RE1PMxeBfGoUOHZF23Y8cOTJ06FYWFhVi3bp3Kp+ob/vznP2Pu3LlnvVC++eabsXz5cqxatQr333+/TqcjIiLqTEnwThAEzJo1C6+//jqA9uw7vYN3DocjNHU2Ly9P0b2CICApKQmNjY2yrs/MzMTRo0cxevRoxSXH4RiNRlWDdwDgcrlgNBp7fPkss++IiIh6Ng6siMGECRNw++23Y/369fjggw/0Pk6vcP3114f9hHvkyJEAgKysLK2PRERE1CWlQagzS2f1FuvUWbPZLPva9PR0iKKI8vLyqPY6kxaTZ4HeMX2Wk2eJiIh6NgbvYnT33XcjEAhg2bJleh/lLHPnzoUgCHj66acV3bd9+3bcdtttKCgogNVqRXp6OiZMmICf//znqK+vV+Ws4fh8PlRWVuLVV1/Fr371K8yaNQvXX3+9ZvsTERF1J1i+KdfFF18cCvht2rQJzc3Nah1NtrS0tKinzhoMBtkBPFEUkZmZGcoAiwe1J88C/y6f7ek4eZaIiKjnYvAuRueeey5EUcTmzZv1Pkonx44di+oT/eeffx5TpkzBG2+8gcOHD8PtduPUqVPYuXMnnnrqKYwZMwZFRUXxP/AZioqKYDAY0L9/f/z0pz/FCy+8gE8++SQuZTZERETxpOTfppSUlFC/sba2Nnz11VdqHUs2h8MBv9+P2traqO5X0hMuOzsbjY2NOHnyZFR7nUlp8DRaLpcLXq9X9X3UxOw7IiKinovBuxi5XC74/X40NDTofRQ0NDTgwIEDeP311zF9+nTZE+CCVq5ciZ/97Gfw+XzIzc3Fs88+i/fffx8rVqzAokWLIAgCKioqcNVVV8XtRXdXsrOz8cADD+Dmm2+GzWbDAw88gN///veq7klERBSN3lA6a7fbUVFREdX9JpNJ9kRWs9kMh8OB0tLS0NcOHDiAffv24cCBA1Hvr4XeUD7L7DsiIqKeicG7GL388ssAgAEDBuh6jvXr18PhcGDkyJG4/fbbcfToUUX3t7W14eGHHwYA5ObmYtu2bXj88ccxd+5c3HDDDXjzzTfx2muvAQDKy8vx0ksvhV0nMzMTgiDI+jVjxowuz9OvXz/85je/wVtvvYXS0lLMmjULDz74ID7++GNFz4uIiEhtSocZdAzeff7557LukRsci1ZGRgaqq6ujyi4TRVFx9l1lZWWoFPXgwYM4cOAADh48qHjv4P5aZN/5fD64XC7V91ETs++IiIh6pp49Okslv/zlLyM+7vP5cPLkSXz++ef49ttvIQgCrrvuOo1Op46PPvoIx44dAwA8/fTTYYORt912G5YtW4bNmzfjlVdewZIlSyCKneO/Dz/8sOyMv44vHiMxGAx48skn8eGHH+Ktt97C5ZdfLus+IiIiLQiCAKPRCI/HI+v6c845B3l5eaiqqsKRI0dw+PBhDB06NOI9ZrNZ1b5rdrsdAFBTU4P+/fsrvt9iscj+999ut8NsNuPo0aOhgVSx0mLyLAC43W6YTKYePX2Wk2eJiIh6np77ykNFTzzxhKxPuIOlE1OmTMGTTz6p9rEiOu+88/Dpp5+G/lxXV4cFCxbIvv+jjz4C0P4GZN68eV1ed/3112Pz5s2oq6vD1q1bQ317goLZe/GWnp4OADh16pQq6xMREcVCSfBOEARceumleOedd5CXl4eysrJug3dqB4uCU2crKiqiCt4ZjUYYDAZZmXuCICA7OxulpaUYPnx4NMc9iyRJsvePVVNTE+x2u+rZkGoJZt8dOXIEQHv23Zmv54iIiCixMHgXxsCBAyO+IBMEAVarFQUFBZg7dy5uueUW3T+BTUtLw2WXXRb6c3l5uaL7d+zYAQDIz89HRkZGl9edf/75ne7R6sVecEjGoEGDNNmPiIhICaV97374wx/i7rvv7tSDTG/p6elwOp3weDyKn0/wtVFjY6Os6zMzM1FRUYHKyspojhqW0WjUJHjn9/vR0tKC5ORk1fdSC7PviIiIehYG78Lo2ES5rwj2memulDU/Pz/0+2gbS3dlxYoVaGlpwcKFCzs1n66pqcEjjzwCALjpppviuicREVE8SJIEURTh9/tlXa8040xpaW407HY7RFFEVVUVBg4cqPh+i8UiO3hnMBiQkZGBw4cPK96nK6IoapZ919raCqPRqNmwjHhj9h0REVHPwoEVhJaWltCL7WB5alcyMzNDv6+uro7rOWpqanDHHXcgLy8P1157LX70ox/h+9//PkaMGIEjR47g4YcfxvTp0+O6JxERUbwozVZTSu1AkSiKSEtLizobTpIkmM1m2dfn5OSgvr4+rhNc1f476Ki5uVl2sDYRcfIsERFRz8HMO0Jzc3Po991Ni+v4orzjffEwf/58NDc3Y926dfjqq69w6tQppKSk4IILLsC9996La665Ji77OJ1OFBYWxrRGSUlJXM5CRES9h9FoRGtrq2rrnzkkSg3p6ek4cOAAWltbFQXigpKSkmR/D6xWK+x2e1yDRqIoqp6hGBQIBNDU1ITU1NSEKX1Wgtl3RKSnWN+POZ1OFBQUxOk0RImPwTsZGhoa0NLS0u0nw/369dPoRPHVcXpdd59Yd3zc5XLF9Rz9+vXD448/jscffzyu6xIREWlBi/63kiSpOlXVZrPBaDSiqqpK9lT4jkwmk6Ly4ZycHDQ0NCjeJxKDwaBJ8A4AvF4v3G53tx9+Jir2viMiIuoZGLzrgtPpxOLFi/Hxxx+jvr6+2+sFQdCkx4oaOn6y3t0bgo4vhnvqC9WCggJmzhERUdyJoqh6cM1kMsX9w7OOBEEITZ2NJngXHFwhNzvfbrcr3qM7oijCZDKhra0t7muH43K5QtN2expm3xGRXmJ9PxZr5h5RT8Oed2F8++23mDhxIlasWIFTp04hEAjI+tVTJSUlhX7f3Qvdjll6He8jIiIi9XuuSZKk6voAkJGRgRMnTkQdJFTy4Z4gCKGS03i+ltI6kNbU1NRj+9+x9x0REVHi63kfEWrgiSeeQENDA5KSkvDAAw9g7NixsNlsUfV+6QlSUlKQkpKCpqambrMMT5w4Efp9bm6uyicjIiLqWYxGY6cPutQgCIKqHxqmpKTAbDajsrIyqn5CBoMhqsy3eD4nQRBgNptV7UHYkd/vR0tLC1JSUjTZL56YfUdERJT4GLwLY8OGDRAEAStWrMBVV12l93E0MWzYMBQVFeHYsWMRr+v4+PDhw9U+FhERUY9iMBhUDa4JggCTyaRqUEoQBKSnp6OioiLqZuBJSUmyg3fB71fwV7yGP0iSpHqgs6O2tja43W5YLBZN9osn9r4jIiJKbCybDaO5uRmCIOD//b//p/dRNHP++ecDAA4dOhQx+27nzp2h348fP17tYxEREfUogiCoXrKpRUloeno66uvro54sbzKZogrCdczwj1Uw0KmllpaWHtkDOZh9F7Rnzx79DkNERERnYeZdGP3790dpaSlaW1t75Ken0ZgzZw5ef/11+Hw+rFq1CnfddVfY61atWgUAcDgcmDp1qpZHjBun0xmxwSmHWRARUSyMRmNcpp0OHjw4bCZavDLTIklKSoLVakVFRQVGjBih+H5RFJGUlKQ4+Od0OpGZmal4v65IkqRo+m08NDU1wW63a/L3FE/MviOiRBPpPZvT6Yw6O5yoJ2LmXRjf+c53AACffPKJzifRzlVXXYW8vDwAwJIlS1BVVXXWNW+++SY2b94MALjttts0aZpNRETU08RraMWQIUMwdOhQDBkypNPXBUFQfTCGIAhIS0tDRUVF1Gso/QBUEATU1NSgsbEx6j3Dral1z2K/34+mpiZN94wHZt8RERElLiHQk8ekqmT//v0oLCzEuHHjsH37dr2PI4vb7UZ1dXXoz9XV1aHMuB//+Mf4yU9+EnosJSUl7Kfab7zxBm677TYA7dmHP/zhD1FYWIiWlhZ88sknePPNN+H3+5GTk4Pi4mJkZ2er+6RUEPz0htl1RESkpvr6elWzvXw+H1paWlRbHwBcLhe++eYbzJgxI+oMrBMnTnSbhbh9+3b4/X6Ioojk5GSkp6fjvPPOi2q/rrS2tmpezmq1WhVN3k0ETU1NWLNmTahP4OzZs5l9R0QJie/rqK9h8K4LDz/8MH7zm9/g0UcfxZw5c2S9AJ8+fboGJwtv/fr1mDlzpqxrFy1ahDfffDPsY0899RSeffbZLps75+bm4p///CcmTpwY7VF1xf/JExGRFpqbm1WfdBrPDLWulJSUoH///hg1alRU97tcLjQ0NES8pmPwbujQoTh8+DC+853vxDVjzu/3w+VyxW09uVJTU1XPkoy37du3hybP5ufnc/IsESUkvq+jvoY977pQWFiIQCCA5557Ds8991y31wuC0CMbFJ9pyZIluPzyy/E///M/2LBhA6qrq2E2mzFkyBB873vfw3333Yf09HS9j0lERJTQjEaj6sE7SZLg8/lU3SMtLQ3l5eUYOXJkVD3czGazoomvaWlpMJlMOHLkSNQBw3BEUYxbL0Ilgv3vRLHndKph7zsiIqLEw+BdGB9//DFuv/12RS829U5gnDFjRtzOMHXq1B47jIKIiCgRaJFtZTKZVM8my8jIQHl5OU6dOhXVh3dKB1cIgoCcnByUlpZi+PDhce2vq0fwLhAIoKmpCampqT1mgEWw910w+27Pnj3MviMiItJZz/kYUEPPP/88/H4/xo0bh3Xr1qG2thZutxt+vz/iLyIiIiKgPQhlMKj7GakWg6PMZjNsNhvKy8ujXkNp37fMzEz4/X6UlZVFvWc4egyvAACv16t6f8J4GzVqVCjYWFZWhtOnT+t8IiIior6NmXdh7N69G4Ig4C9/+QtGjhyp93EozpxOZ8Sx4+ybQERE8WA0GlVvqaGkSiBawey7MWPGRFX+aTAYFGW9SZKErKwsOJ1ODBo0KK4Za5IkQRRFzT90bW1thcFg0CV4GA1m3xFRIoj0ns3pdKKgoEDD0xDpi5l3YXi9XoiiyMAdERERRU3t0lmtMsnS0tLg8/lw/PjxqNdISkpSdH1OTg5aWlpQU1MT9Z7h6JV9B7QPMelJ/ZGZfUdERJQ4mHkXxqhRo7Bz504cP34c2dnZeh+H4qygoIDZdUREpDqDwaB6ZpzapbnBPRwOB8rKypCbmxvVGkoHV5hMJmRkZODQoUNR79kVURRhMBh0CaQ1Njb2mAEWzL4jIr1Fes8WKSuPqDdK/FcOOrjhhhsQCASwfPlyvY9CREREPZgW2XdayMjIQE1NTdQDH4KDK5TIy8vDyZMnceLEiaj2jMRkMsV9TTmCAyz0HnQmF7PviIiIEgODd2H853/+JwYOHIglS5agoqJC7+MQERFRD6XV1Fm12e12SJKEysrKqNdQOrjCarUiLS0Nhw4dinrPrgiCoFsAz+v1yp6+q7dg9l3Qnj179DsMERFRH8ay2TB+8pOfIDs7G8eOHcPcuXMxYcKEbu8RBAGvvPKKBqcjIiKinkKL4J3RaERbW5uqe4iiiLS0NJSXl2PQoEFRrREc2NDa2ir7nry8POzZswcNDQ2w2+1R7RvpPB6PR5csuLa2NrhcLsUBTT2MGjUKpaWlCAQCKCsrw+jRo2Gz2fQ+FhERUZ/C4F0Yr732WqhEYNeuXSgqKop4fSAQYPCOiIiIziKKIiRJgs/nU3UPLWRmZmLPnj1oaWlRXAIblJSUpCh4l5KSArvdjkOHDsn6MFWJ4PAKt9sd13XlcrlckCRJtwxAudj7joiISH8M3oUxffp0zXrIEBERUe9mNBpVDd4B0GQAQ3JyMqxWK8rLyzFixIio1jCZTBBFEX6/H7W1tVi5ciU++eSTUBba7NmzMX/+fGRlZYXuyc3Nxf79+zFq1CgkJyfH6+kAACRJ0m14BQA0NTXBZrNpMngkFsy+IyIi0pcQ6Ckdc4niIDiViNNmiYhIKx6PB42Njaru4fP50NLSouoeAFBRUYGGhgbMnDkz6g866+rq8NBDD2H16tVhB2AYjUbMmzcPixcvhsViQSAQwN69e5GRkYHzzjsv1qdwlkAgoMn3riuiKMJmsyX8BNrt27eHsu/y8/OZfUdEuuL7OuprEvtjPiIVOJ3OiKPF+Q8AERHFk8FggCAIqvZW0yrwk5GREQrgORwOxfe7XC4sWLAAGzZsAACcf/75mDBhAhwOB+rr67F9+3bs2rULK1aswOHDh/HWW2/BYrEgNzcXhw8fxsiRI2GxWOL6nILDK9TuG9gVv9+PpqYmpKamJnTlB7PviEhrkd6zOZ1OFBQUaHgaIn0l9kd8RERERD2cIAialEVqEcCzWCxITU1FeXl5VPc/+OCD2LBhA1JTU7F8+XK8++67mD17Ni644ALMnj0b7733HpYvX47U1FRs2bIFzzzzDAAgLS0NFosFTqcznk8nxGAw6Jr5FpxAm8gFMZw8S0REpB+WzVKfwvRqIiLSg9vtVr000+v1wuVyqboHABw/fhyVlZX47ne/qyjgVV1djeHDh8Pj8eAf//gHxo0bB6C9HNPv90MURUycOBEAsGHDBixcuBBGoxEbN25EVlYWamtrcezYMXznO99RZciDz+fTbXhFkMViiXoYiBaampqwZs2aUJBx9uzZzL4jIl3wfR31NSybDWPJkiVR3ffUU0/F+SRERETUG5hMJtWDd5Ikqbp+UFpaGo4ePYra2lrk5OTIvu/NN9+Ex+PB5MmTMWfOHJw4cSJszzsAmDZtGsaNG4eioiKsWrUK9957LzIyMlBZWYkjR45g5MiR8Xo6IZIkwWg0dnkmLbjdbkiSBLPZrNsZIuHkWSIiIn0weBfG008/HVXPEQbviIiIKBxRFCFJkupTZ9XurQe0D5RwOBwoLy9XFLwL9rm76aabAABJSUloaGjo8vp58+ahqKgImzdvxr333gtRFEO974YOHQqj0RjbEwnDaDTC6/XqWr7a3NwMURRVeX7xwN53RERE2mPwLoyhQ4fKCt7V1taisbERWVlZSE1N1eBkRERE1FMZjUZVg3eCIMBsNmtS+pmRkYHDhw/D6/XK7ufX1NQEAMjNzQUAmM3miK+3srKyOt0X/FpVVRWOHDmCESNG4MCBA6GS2xEjRkT7dEKCwytaW1tjXisWjY2NsNlsmvRKVIrZd0RERNpLvFcECeDQoUOyrtuxYwemTp2KwsJCrFu3TuVTERERUU9mNBpVD6xpFexxOBwQRRGVlZUYOHCgrHtSUlIAtPe+A9qzESP1d6utre10X/CevLw8OJ1ODBkyBAcPHoTP54MkSXEJ3gHt30Ofzwev1xuX9aIVDOBpVQ6tBLPviIiItMVpszGYMGECbr/9dqxfvx4ffPCB3schIiKiBKZFYC2ath/REEUR6enpKCsrk33PtGnTAADvvPNO6GtWq7XL61evXg0AZ2V1ZWVlQRCEUOaXGtQYiKFUIBBAU1MT/H6/3kc5CyfPEhERaYvBuxjdfffdCAQCWLZsmd5HISIiogQmCIImfcy0CjxlZmbixIkTaG5ulnX9LbfcAqPRiC1btuCzzz4D0HVAc8OGDSgqKoLRaMT8+fM7PdYx+06t3nTBEmS9+Xw+NDU16dqDryujRo0KBYvLyspw+vRpnU9ERETUezF4F6Nzzz0Xoihi8+bNeh+FiIiIEpwWwTutBh0kJycjKSlJdvZdbm4uFi5cCAC48cYbQwG8M7MFN2zYgHvuuQdA+9CKYO+7joLZd2oGtSRJSoiSVa/Xm5ABPGbfERERaUcIJNorgR6mubkZqampMJlMmjSIptgUFhbC6XSioKCgy2tKSko0PBEREfUlPp8v4oTVeGlsbFR9DwCoqqpCXV0dLrvsMlkluy6XC3Pnzg1Nnp08eTLOO+882Gw2NDQ0YNu2bSgqKgo99tZbb8FisYRdq7q6GseOHQPQHmi78sor4/OkOvD7/XC5XHFfNxpmsxnJycl6H6OTpqYmrFmzJhRYnD17NnvfEVHcFBYWdvlY8D0d37tRX8GBFTF6+eWXAQADBgzQ+SRERESU6CRJgiiKqvcxMxqN8Hg8qu4BtE+dLS8vR11dXdgMuTNZrVb87//+L37605/i7bffxpYtW7Bly5ZO1xiNRsybNw+LFy/uMnAHANnZ2aHgnVpEUYTZbNZ9+iwAtLa2QhTFiH0CtcbJs0RERNpg8C6MX/7ylxEf9/l8OHnyJD7//HN8++23EAQB1113nUano1jxExoiItKT0WhUPRikVfDOZDLB4XDg2LFjsoJ3QHsA77//+7/x1FNP4c0338S7776LlpYWWK1WzJ49G/Pnz5e1liiKodJZLcpnfT6fanvI5XK5IAhCxKCm1jh5lojUEuk9W6SsPKLeiMG7MJ544glZpR/BF4pTpkzBk08+qfaxiIiIqBfQIninZa+2jIwMHD58GB6PR1G/vZycHDzyyCMYM2YMfD4fRFHExIkTozqDmsE7QRBgMpkSpny2paUFoigmxERcgNl3REREWmDwLoyBAwdGDN4JggCr1YqCggLMnTsXt9xyS5fT0oiIiIg60mqghMFggNfrVX0fh8MBSZJQUVHRaYCBUnI+OA13TzDzrq2tTbWAViKVzwLtveZSU1M1+1nqDrPviIiI1MWIUxilpaV6H4GIiIh6KUEQNAmsmUwmTYJ3oigiPT0dZWVlMQXvACApKQktLS1R3et0OnHOOefEtH8kiVQ+C/w7gJcIHyAz+46IiEhdot4HICIiIuprtMiY0rJ0NisrC6dOnYp5ym1SUlJU9wmCgMOHD8Ptdse0f3d7JEqpKtBeKtzY2JgwwcRRo0aFsifLyspw+vRpnU9ERETUezB493927tyJt99+G2+//Tbq6uq6vb6uri50/a5duzQ4IREREfUWWgSBAoEARFGbl3pJSUlITk5GWVlZTOsYDAaYzeao7jWbzTh48GBM+3cnWD6bKIIBPLWnF8sRzL4L2rNnj36HISIi6mUYvPs/CxcuxK233opXX30VGRkZ3V6fkZGBt99+G7feeituu+02DU5IREREvYUkSaoH1gRB0DTQlJGRgbKyspgDScnJyYrvEQQB/fr1Q2lpadRlt3IZDIaEKFUN8vv9CRPAY/YdERGROhi8A/D1119j7969EEURr7/+uqyGyYIg4LXXXoPBYEBxcTG2bdumwUmJiIiot+htpbMZGRloa2tDbW1tTOuYTKaovjdpaWlITk7G/v37Y9pfDpPJFNWADbX4fD40NjaqOnVXDmbfERERqYPBOwD/+Mc/AADf//73MWLECNn3DR48GAsWLAAAvP/++2ocjYiIiHoprSaFahVkMhqNSEtLw9GjR2NeK9rsu/79+6OsrCzm3nty9rJYLKruoVSiBPCYfUdERBR/iZPzr6NNmzZBEATMnz9f8b3f//738fbbb+Orr75S4WSkBqfTicLCwi4fLykp0fA0RETUV2kRvAuWzqo5yKGjrKwsHDhwAG63O6bgltlsjmqyq81mg81mw759+3DBBRdEvb8coijCZDKhra1N1X2U8Hq9aGpqQkpKim6ZgZw8S0TxEuk9m9PpREFBgYanIdIXM+8AHDhwAABw0UUXKb538uTJANr/50FEREQklyAImvRO07I/m81mg9lsjnlwhSAIMWXfVVVVob6+PqYzyGEwGDQbCiKXx+NBc3Ozrhl4zL4jIiKKL2beAWhoaIAgCMjOzlZ8b1ZWFkRRlDWhlhJDQUEBs+uIiCghGI1GeL1e1fcRBEGTYI4gCMjMzMTRo0cxbNiwmLK/LBZLVGWgqampSEtLQ0lJCS688EJVM9CC5bNqD8lQqq2tDaIoIikpSZf9mX1HRPEQ6T1bpKw8ot4osT4q1InVakUgEIhqSpfP54Pf74fJZFLhZERERNSbaVU6q+XrlMzMTLhcrpg/2BRFMarsOwAYMGAATp48iZqampjOIIfWU33lcrvdcLlcuu3P7DsiIqL4YfAOQE5ODgDg0KFDiu/dt28fgPYMPCIiIiIltCq71Go4BtA+idXhcMRlcIXVao36vqysLOzZsyeqD2eVMhgMmn6P5XK5XJr1OzwTJ88SERHFD4N3QCiN/7333lN879///ncAwIQJE+J6JiIiIuobtMq+01JmZiaqq6vR2toa0zqSJEWdfde/f3+4XC4cO3YspjPIZTQaE67/HQC0tLTE/PcQLWbfERERxUfivcLQwVVXXYVAIIDf/OY3qK6uln1fWVkZfv/730MQBFx++eUqnpCIiIh6K60ytrQs7XQ4HDAajSgvL495rWj7thmNRuTl5WHfvn3weDwxn6M7iVo+CwDNzc26TMVl9h0REVF8MHgH4Nprr8WwYcNw8uRJXHHFFbImpB05cgRXXHEF6uvrkZOTgxtvvFGDkxIREVFvo1XwTsuyTkEQkJGRgaNHj8Y8KEOSpKjLZ3NzcyEIQlStUaIhimLCBvCampo0CWKeidl3REREsWPwDu0vtN566y0YjUbs3r0b5557Lh555BHs2LHjrBecO3bswMMPP4zzzjsPJSUlEEURf/rTnziwgoiIiKIiCAIMBoPex4i7rKwsNDU14eTJkzGvFW3prCiK6N+/P5xOp2bDGxK1/x0ANDY2ajLduCNm3xEREcWOwbv/M3XqVKxcuRLJyck4ffo0XnzxRUyaNAkWiwV5eXno168fzGYzJk2ahN/85jdoamqC0WjEsmXLWDJLREREMemNU2fNZjPsdntces4ZDAZYLJao7s3IyIDVag0NGdNCova/A9oDeD6fT9M9mX1HREQUm8R8VaGT733ve9i5cyeuu+46CIKAQCAAj8eDmpoaVFdXw+PxIBAIIBAIYPbs2di8eTNuvfVWvY9NREREPZxWQTWtM8KysrJQUVERl3LNaLPvBEFAfn4+ysrKUF9fH/M55O4ZbbBRbYFAAKdPn9Y0gMfsOyIiotj0vhqNGA0bNgwrV65EbW0tvvjiC5SUlKCurg5A+ye3I0aMwKWXXoq8vDydT0pERES9hSRJEEURfr9f1X20njrrcDhgMBhQVlaGoUOHxrSW0WiE2WyOanKqzWZDWloavv32W1x00UWafB+CATy32636XkoFAgE0NjbCZrNpliE4atQolJaWIhAIoKysDKNHj4bNZtNkbyIiop6OwbsuZGVlYf78+Xofg4iIiPoIo9EYVWBKCUEQYDQaNRtcIIoiMjMzUVpaiiFDhsQcNEtOTo76e5Sfn49vv/0WFRUVGDBgQEznkEuSJJhMJl0mvXbH7/ejsbERqampmgTwgtl3R44cAdCefTdlyhTV9yUiIuoNWDZLRERElAC0KmnVeshWcHDFiRMnYl7LZDJFfX6LxYLc3Fzs2bNH06ENBoMBkiRptp8SPp8PTU1NMU8Elou974iIiKLDzDvqc5xOJwoLC7t8vKSkRMPTEBERtdMqeKf1IAWz2Yy0tDSUlpYiMzMz5vVSUlKinmCbl5eHuro6HDx4EOecc07MZ5FDEASYzWa4XC7NgmRKeL1eNDU1ISUlRfVyYmbfEZESkd6zOZ1OFBQUaHgaIn0x846IiIgoAQiCAINBm89V9RhcUVVVFZf+byaTKerzS5KE/Px8OJ1ONDc3x3wWuRJ5gAUAeDweNDc3axJcZPYdERGRcsy8oz6noKCA2XVERJSQTCaTJiWdJpNJs753AGC322E2m3Hs2DGMGDEi5vVSUlJw6tSpqO5NT09HbW0tSkpKMGnSpJjPIpcoigk7wAIA2traIAhC1FN95WL2HRHJFek9W6SsPKLeiJl3RERERAmit5bOCoKArKwsHD16NC7ZXbFk3wmCgPz8fFRXV+P48eMxn0WJ4ACLRNXa2gqXy6X6Psy+IyIiUobBOyIiIqIEIUmSZoE1rUtnMzMz0draipqampjXEgQBKSkpUd+fnJyMrKwsfPvtt/D7/TGfRwmDwaBZeXQ0XC6X6tmBwey7oD179qi6HxERUU/H4B0RERFRAumtU2eNRiPS0tJC5ZKxivX8AwYMgNvthtPpjMt55BIEASaTSfPsRyVaWlrQ1tam6h7MviMiIpIvcV81EBEREfVBWgXV1J4sGk52djZqa2vjMixCEISYnoPRaER+fj7279+v6fAK4N8DLPT4O5CrqalJ1b6IzL4jIiKSL3Fz9omIiIj6IK1KKgVBgNFo1HRwRUpKCpKSklBaWhpTs/Gamhq88cYbeO+999DS0gKr1YrZs2dj/vz5yMrKkr1OZmYm6urq8M0332Dy5MmaBtMEQYDZbE7YARZAewAvNTVVtZ/JUaNGobS0FIFAAGVlZRg9ejRsNpsqexEREfVkzLwjIiIiSiDBoJoWtO57JwgCsrOzcezYMfh8PsX3u1wu3HPPPRg2bBiefvpp7N69GwcPHkRxcTFeeOEFXHjhhXj00UdlB8QEQcCgQYNQW1uLqqoqxeeJlSRJMJvNmu8rVyAQQFNTk2p9AZl9R0REJA8z74iIiIgSjFYZcXr0XcvIyEB5eTkqKiowcOBA2fe5XC7MnTsXGzZsAABMmTIFY8eOhd1uR319PbZv345du3ZhxYoVOHz4MN566y1YLJZu101KSkJubi6+/fZbZGdnaz5MwmAwIBAIqN5jLlp+vx+NjY1ITU1V5eeF2XdERETdY+YdERERUYLRKiNOyyy/IEmSkJmZicOHDyMQCMi+78EHH8SGDRtgs9nwwQcfYP369Zg9ezYuuOACzJkzB++99x6WL1+O1NRUbNmyBc8884zstfv164dAIIB9+/ZF85RilugTaH0+H5qamhT9fcnF7DsiIqLuMXhHRERElGAkSYIkSZrspXXwDmgfXHH69GmcPHlS1vXV1dVYvnw5AOAvf/kLLrvssrOuMZvNmDZtGpYuXQoAWL16NWpra2WtL0kSBg4ciMOHD6OhoUHms4if4ARarf7Oo+H1etHc3KxKAI+TZ4mIiCJj8I6IiIgoAWkVVNOjdNZisSAtLQ2HDx+Wdf2bb74Jj8eDyZMnhw3cAe0ZXAAwbdo0jBs3Dh6PB6tWrZJ9prS0NKSlpWH37t2qBKi6EwzgJfIE2ra2Nrhcrrivy+w7IiKiyBi8IyIiIkpAvbl0FmjPvquurpYVKAv2ubvpppu6vMZoNIZ63M2bNw8AsHnzZkVnGjhwIBobG2UHFeNNFEVZffr05Ha7VZmQy+w7IiKirjF4R0RERJSADAaDZllYJpNJk306stlssFqtsoJ3TU1NAIDc3NyI1wWz77KysjrdJ5fZbEZ+fj727t2L5uZmRffGS08I4LW0tMR9wAaz74iIiLrG4B0RERFRAtIyI06P0llBEJCdnS0reBcMylVXV0e8zmAwwGq1hnrdBe9TIisrCykpKbqVzwLtPfgSPYDX1NQEr9cb1zWZfUdERBQeg3dERERECUrLclY9SmczMjJkXTdt2jQAwDvvvNPttSkpKVi9ejUAYMqUKYrPJAgCBg8ejJMnT+Lo0aOK748XSZJgNpt121+OpqYm+P3+uK3H7DsiIqLwGLwjIiIiSlBaBtT0KJ3tOF01UpbbLbfcAqPRiC1btuCzzz6LuOYXX3yBoqIiGI1GzJ8/P6pzWSwW9O/fH3v27FFlQINcBoNBl78Xufx+PxobG+OaocjsOyIiorMxeEdERESUoERRhMFg0GwvPcjp65ebm4uFCxcCAG688cYuA3ifffYZbrzxRgDAddddF+p9F43c3FxYLBYUFxfrVj4LtAfwtPoZiIbP50NTU1PcvkfMviMiIjqbENDz1QiRxgoLC+F0OlFQUNDlNSUlJRqeiIiIKDKXy6VZ9pfb7YbH49Fkr6Dt27eHSi/nzp3b5XUulwtz584NTZ6dPHkyzjvvPNhsNpw+fRpFRUXYunUrgPYy27/+9a8xP5eWlhaUlJRg/PjxGDBgQExrxSIQCKC1tRU+n0+3M3THYrEgKSkpLms1NTVhzZo1oYDg7NmzYbPZ4rI2EfUchYWFXT4WfE/H927UVyTux3hEREREBKPRqFnwzmQyaR6866i5uRnJyclhH7Narfjf//1f/PSnP8Xbb7+NLVu2YMuWLZ2uMRqNuPnmm/Gb3/wGJpMJdXV1MfVkS0pKQr9+/fDNN98gMzNTtyESgiDAbDbD7XbHtcdcPLnd7rj16Qtm3x05cgRAe/ZdNP0LiYiIegtm3lGfEvz0hp/QEBFRT1JfX69J0CYQCKCpqUn1fTrqmHk3ZMgQnHvuud3eU1NTgzfffBPvvvsuWlpakJSUhGuvvRa33HILcnJyQte5XC40NDTEdD6/3499+/YhKSkJkydPllXmqxa/3w+3261rGW93bDZbXMp8mX1HRJHwfR31Ncy8IyIiIkpwRqMRra2tqu8jCAJMJhPa2tpU3yvc3seOHcPIkSO7HdKQk5ODRx55BGPGjIHP54MkSbjyyivPus5isaC5uRlerzfqc4miiCFDhqCkpARHjx7t1I9Na6IowmKxJHQAr7GxEXa7PeYeisy+IyIi+jcOrCAiIiJKcL196myQwWBAaWlp3NYTBAGpqakxr2O1WjFgwACUlJSgubk5DieLXjCAl6gCgUDcJtBy8iwREVE7Bu+IiIiIEpyWwTu9CIKA7OxsHDlyJK6DGcxmc1z6sOXk5CA5ORm7du3SPetNFEVYrVZdzxCJz+eLS5CTk2eJiIjaMXhHRERElOAEQdAsgBccjqCH7OxseL1eVFRUxHXdeGTfCYKAIUOGoKGhAYcOHYrDqWKT6Bl4bW1tcLvdMa/D7DsiIiIG74iIiIh6BC2z7/TK9JMkCVlZWXA6nXHNbjMYDEhKSop5HbPZjEGDBmHfvn0xD8KIh3hNd1VLS0tLzNOLmX1HRETE4B0RERFRj6B1Lzq9pqrm5OSgqakJtbW1cV03OTk5Ls8pIyMDaWlp2LlzZ1zLe6NlMBh07VPYnaamppi/T8y+IyKivo7BOyIiIqIeQBRFSJKkyV56ls6azWakp6fHvTRVkqS4lc8OGjQIra2tKCkpicPJYmc0GhM2gBcIBNDU1BRTJiWz74iIqK9j8I6IiIioh9CynNVgMGi215lyc3NRV1cX99JUq9UalwCo0WjE0KFDUVpaiqqqqjicLHYGgyFhB5v4fD60tLTEtAaz74iIqC9j8I6IiIioh+grpbPJycmw2WxwOp1xXVcQBNhstrisZbPZ0K9fPxQVFcHlcsVlzVgEh5roGXSNpLW1Fa2trVHfz+w7IiLqyxi8IyIiIuohJEnSLKAmCIKu00xzc3NRUVERc8bWmcxmc9xKgvv37w+LxYKdO3fGdcBGtARBgMlk0qy8Wqnm5mZ4vd6o72f2HRER9VUM3hERERH1EMHgjFb0DALZ7XYkJSXFPfsOQFx63wHtfx9Dhw5FfX09Dh48GJc1YxXsV5ioAbxY+t8x+46IiPoqBu+IiIiIehCt+5qJoj4vFwVBQG5uLo4ePQq32x3XtQ0GA1JSUuKyltlsxuDBg7F//36cPHkyLmvGKhjA0+vvLhK/34+mpqao72f2HRER9UWJ9y86EREREXVJy+Cd3qWz6enpMJvNOHLkSNzXTkpKiltwKyMjA5mZmdi+fXtMfd3iKZEDeB6PJ+qALLPviIioL0q8f82JiIiIqEvBwQRa0TP4IwgCcnJycOTIEXg8nriuLYpi3IZXAMCgQYMgimLC9L8D2p+jxWLRbfBIJC0tLVH3v2P2HRER9TUM3hERERH1MFpn3+k5wTQzMxOiKKK0tDTua1sslrgNrxBFEcOGDcPJkycTpv8d8O/syUQM4EXb/47Zd0RE1NcweEdERETUw2g5tEKP/ToSRRG5ublwOp3w+XxxXz9ewyuA9mDgkCFDsG/fPtTW1sZt3VgFM/ASjd/vR3Nzc1T3MvuOiIj6EgbviIiIiHoYURQ1nSaqd9+0rKws+P1+HDt2LO5rx3N4BdDepy8nJwc7duyI+6CNWCRqAK+trS2qPoHMviMior6EwTsiIiKiHkjLbDit++ydSZIk5OTk4NChQ/D7/XFfPzk5Oa7B0Pz8fJhMJuzYsUOV80ZLkqSEDOA1NzdHlVXJ7DsiIuorGLwjIiIi6oG0DqbpWToLADk5OWhra0NFRUXc1xYEAXa7PW7riaKIgoICNDQ0YO/evXFbNx4kSYpbn794iqb/HbPviIior2DwjoiIiKgHMhgMmpaz6j3wwGAwICsrCwcPHlRlmqvJZILVao3bemazGQUFBXA6nSgvL4/buvFgMBgSLoDn8/ngcrkU38fsOyIi6gsYvCMiIiLqobSeOqt3wCcvLw8tLS2qZN8B7Zlc8QxS2u125Ofno6ioCA0NDXFbNx4MBoPu2ZRncrvd8Hg8iu5h9h0REfUFDN4RERER9VBal87q2fcuuH92djYOHDigSvadJEmw2WxxXTM3NxdpaWnYtm0b2tra4rp2rIxGY8IF8JqbmxX3CWT2HRER9XYM3hERERH1UHoE0/Qun83NzVU1+85iscQ1w1AQhFBm2Pbt2xNqgAXQnoGnd1C2I7/fj5aWFkX3MPuOiIh6O4PeByDSmtPpRGFhYZePl5SUaHgaIiKi6AWnwCotNYxlP4vFElVvsngxmUzIyspSLftOEATYbDbU1dXFbX1JkjBs2DDs2bMH+/btw+jRo+OybjwEf4YCgQC8Xq/exwEAtLW1obW1VVEQddSoUSgtLUUgEEBZWRlGjx4d9yxKItJWpPdsTqcTBQUFGp6GSF/MvCMiIiLqwbQue5QkSdP9wgn2vlMjeAe0P8fU1NS4rmmxWFBQUIBDhw4l3AALQRBgMpkS4u82qKWlRVGWIrPviIioN2PmHfU5BQUFzK4jIqJeQ4+SR0mS4PP5NN83KJh9V1NTo9oeVqsVLpcrrlmNdrsdAwcORFFREZKSkpCenh63tWMVHEjidrsTorQ3EAigublZURCV2XdEvUuk92yRsvKIeiNm3hERERH1YKIowmDQ7vPYeE+d7devX+iXEnl5eXE7QziCIMBut8d93ZycHGRkZGDr1q2Ke7upLfh3q3dfwyCPxwO32y37embfERFRb8XgHREREVEPp3XprCjG7yVkv379MGDAAMXBu47PWa3yWYPBEPfyWUEQMGjQIFgsFmzZsiVh+swFiaIIi8WSMAG8lpYWRVmenDxLRES9EYN3RERERD2c1qWzwSEHegsGadQK3gFAUlJS3J+rKIooKCiA1+vFjh07VD1/NIIBvETR3Nws+3vE7DsiIuqNGLwjIiIi6uEkSdJ82IDW2X7hdAzeqdWnTa3yWaPRiGHDhuHEiRMJGWASRRFWq1XvYwAAvF4vWltbZV/P7DsiIuptGLwjIiIi6gW0zoSLZ+lsPKg5wdVgMKgy+MBqtaKgoACHDx/G0aNH475+rERRjGt/w1goKZ9l9h0REfU2ifWqi4iIiIiiokcmXCKVVu7fv1/VCbhWq1WV73FwAm1xcTHq6urivn6sDAZDQmRZAlA04IPZd0RE1JsweEdERETUC0iSpPmQAS2n3EYiCAI8Ho+q2WvB8lk1vsc5OTnIzs7Gtm3b0NjYGPf1Y2U0GhOix6HH45FdPsvsOyIi6k0YvCMiIiLqBQRB0CVDKhHKZwVBQF5eHg4cOKDq9FZJklQpnwWAgQMHIiUlBVu2bIHb7VZlj1gYjcaECNa2tLTI7m/I7DsiIuot9H+1RURERERxocfU2UTpiZadnQ0AOHz4sKr7WK1WVcqFBUHA0KFDIYoitmzZomoQMhrB4LDWg1HOFAgEZJfPMvuOiIh6CwbviIiIiHoJo9HYZ0tnJUlCv379cOjQIbS1tam6V2pqqioZh5IkYfjw4WhtbcX27dtVm6AbrWAAT+9sy7a2Ntl/x8y+IyKi3oDBOyIiIqJeQhAEXXqTJUI/NADIzMyEwWDAoUOHVN1HkiQ4HA5V1jYajRg+fDhOnTqFb775BoFAQJV9oiWKIiwWi+ZB4jO1tLTI+t4w+46IiHoDBu+IiIiIehE9AmmJMo1UFEX069cPhw8fVr1vnMlkQnJysiprW61WDBs2DGVlZaoHIqORCOXSfr8fLpdL1rXMviMiop6OwTsiIiKiXqSvDq0IysjIgMViwf79+1XfKyUlRbWy4dTUVAwdOhR79+5FeXm5KnvEQpIkVXr/KeF2u2X1BmT2HRER9XSJ80qLiIiIiGKmV+ms3oGcIEEQMGDAABw9elT1DCtBEOBwOFQrIU1PT8fAgQOxa9cu1NbWqrJHLCRJ0j3rsrm5WVb5LLPviIioJ2PwjoiIiKiX0SN4lyiDKwDA4XDAbrdrkmFlMBhgs9lUWz83Nxc5OTnYunUr6uvrVdsnWgaDQde/e5/Ph9bW1m6vY/YdERH1ZAzeEREREfUyemVDSZKky77h5Ofn4/jx45pkrFmtVlitVtXWz8/PR1paGjZv3oympibV9olGcAKtnn/3LpdL1mReZt8REVFPxeAdERERUS8jiqLm2VCJMMSgo6SkJGRlZaGkpESTia2pqamqBbAEQcDgwYORlJSETZs2qT6MQ6lgAE+vCbSBQAAtLS3dXsfsOyIi6qkYvCMiIiLqhfQonU2kzDsA6N+/P5qamjQZ+CCKIhwOh6rrFxQUwGAwYNOmTWhra1Ntr2iIoqhr38O2tjZ4PJ5ur2P2HRER9UQM3hERERH1QnqVzuo9wKAjk8mE3Nxc7N27V9ZU0lgZjUbY7XbV1pckCcOHD4fP58PWrVs1eU5K6B3Aa2lp6TbLktl3RETUEzF4R0RERNQLSZKkSyZcIgXvACAvLw8+nw+HDx/WZD+1+98ZDAaMGDECzc3N2LFjh6xeb1rScwKt3OEVzL4jIqKehsE7IiIiol5Kj9JZoD0DK1FIkoT+/fvj0KFDmvWKS01NVbXnoMlkwogRI3Dy5Ens3r1bk55+Sug5gVbO8Apm3xERUU+TOK+siIiIiCiu9MiAEgRB19LJcLKysmAymbBv3z5N9gv2v1NzgIPVasXw4cNRWVmJvXv3qrZPNIIDLPQI4gYCAbhcrm6vY/YdERH1JAzeEREREfVSBoNBlwBKog2uEAQBAwcOxLFjx1BfX6/JngaDQdX+d0B7BtmwYcPgdDpx6NAhVfdSSs8gbmtra7f9AJl9R0REPQmDd0RERES9mF6ls3rt2xWbzYb09HR88803mpWZWiwWJCcnq7qH3W7H0KFDsWfPHhw7dkzVvZTSM4DX0tLS7TXMviMiop6CwTsiIiKiXoxTZ/8tPz8fDQ0NKC8v12zPlJQU1b8XGRkZGDx4MHbv3o2qqipV91JKrwEWXq+32+EVzL4jIqKegsE7IiIiol7MYDCo2nutK4Ig6LJvJGazGbm5udizZ0+3ZZXxIggC7Ha76qXE2dnZ6N+/P3bs2IG6ujpV91JKrwEWLper2yxLZt8REVFPwOAdERERUS8WHB6gx76JNrgCAPLy8gAABw4c0GxPSZLgcDhU3ycvLw9ZWVnYunWrZr395NBrgIXf7+92wjCz74iIqCdg8I6IiIiol9OrhFWPbKvuSJKE/Px8HD58GE1NTZrtazQaVR9gERzMYbfbsXnzZk2fX3cEQYDZbNZ8X5fLBb/fH/EaZt8REVGiY/COiIiIqJfTq3QWSLzBFQCQlpaGlJQUlJSUaLqv1WpVfYCFIAgYMmQIkpKSsGnTJrhcLlX3U0IURd0CeJEw+46IiBIdg3eU0JqamjB+/HgIgoDVq1frfRwiIqIeSRAE3YJoiTi4Ipihdvz4cVRXV2u6d0pKiuoBLFEUMWzYMBgMBmzatAltbW2q7qeEwWDQ/GextbW12x6HzL4jIqJExuAdJSyv14vrrrsORUVFeh+FiIiox9MriJaIgysAICkpCTk5Ofjmm280G14B/HuAhdolxaIoYvjw4fD7/di8ebOmz7E7RqNR8/53LS0tER9n9h0RESUyBu8oYd19991Yt24dZs6cqfdRiIiIejy9Mu8SdXAFAPTv3x9+v1/T4RVAe2DN4XCoHtQ0GAwYOXIk3G43tm7dCp/Pp+p+cunR/87r9cLj8US8htl3RESUqBi8o4T085//HH/605/w2muvYfr06Xofh4iIqMfTa+oskJiDK4B/D69wOp2aB2oMBoMmE2iNRiNGjhyJ06dPY+fOnQgEAqrvKYce/e9aWloiPn9m3xERUaJi8K4Xmzt3LgRBwNNPP63ovu3bt+O2225DQUEBrFYr0tPTMWHCBPz85z9HfX29KmftaPny5XjqqaewZMkS3HzzzarvR0RE1FfoOTwiEXvfAe3DKxwOB3bv3q15YMtsNqs+gTa4z4gRI1BbW4vi4uKECeBp3f/O5/N12/+P2XdERJSIGLzrpY4dO4Z169Ypvu/555/HlClT8MYbb+Dw4cNwu904deoUdu7ciaeeegpjxoxRtQfd559/jttvvx233XYbnnzySdX2ISIi6ov0DKAlavAuOLyioaEBx44d03x/LSbQAu09/oYPH46ysjLs27dP9f3k0rr/ncvlYvYdERH1OAze9SINDQ04cOAAXn/9dUyfPr3bxrxnWrlyJX72s5/B5/MhNzcXzz77LN5//32sWLECixYtgiAIqKiowFVXXYWTJ0/G/fzffvstrr32WsycOROvvPJK3NcnIiLq6/ScOgtA8yEFcpnNZvTr1w979uxBa2ur5vunpKRo0hcwNTUVw4YNw6FDh+B0OlXfTw6t+9/5/X643e6I1zD7joiIEk1ivoIixdavXw+Hw4GRI0fi9ttvx9GjRxXd39bWhocffhgAkJubi23btuHxxx/H3LlzccMNN+DNN9/Ea6+9BgAoLy/HSy+9FHadzMzM0FS57n7NmDEjdN/x48dxxRVXYPDgwVi9enXC9sYhIiLq6fScOpuogyuA9tc/RqMRJSUlmu8tCAJsNpsmgVWHw4GhQ4eipKREl0zDcLTuf+d2u+H3+7t8nNl3RESUaBghIQDARx99FHoB9/TTT2PAgAFnXXPbbbdh2bJl2Lx5M1555RUsWbLkrE/QH374YdkZf2e+KCorK8PFF1+MZ555ptN1GzduBAC8/fbb2Lx5M2644QZMnDhRydMjIiKi/6Nn5p0kSbrt3R1RFDFo0CDs3bsXAwYMQHZ2tub7OxwOnDx5UvWpsBkZGfB6vdi9ezeMRiPy8vJU3U8OSZIgSZImE3EDgQDcbjeSkpK6vGbUqFEoLS1FIBBAWVkZRo8eDZvNpvrZiIiIwmHwrpc477zz8Omnn4b+XFdXhwULFsi+/6OPPgLQ/snvvHnzurzu+uuvx+bNm1FXV4etW7diypQpnR4PZu9Fa8WKFV0+9s9//hMAMGbMGAbviIiIoiSKIoxGIzwejy77m81mXUpT5UhNTUV2djZ2796NmTNnal4JIEkS0tLScOLECdWHSuTk5MDr9WLHjh2YMmUKMjMzVd2vO8FpyG63W5OBGm63GxaLpctS7mD23ZEjRwC0f9B85uteIiIirbBstpdIS0vDZZddFvp18cUXK7p/x44dAID8/HxkZGR0ed35559/1j3xMGPGDAQCgbC/Fi9eDAD429/+hkAggFtuuSVu+xIREfVFeg6P0DPzT478/Hz4/X7s3btXl/0NBgPS0tI02atfv37IysrC1q1b0dDQoMmekWhdPutyuSI+zt53RESUKBi8IwDAwYMHAXQuZQ0nPz8/9PsDBw6oeSQiIiJSid4BtETubStJUijj6sSJE7qcwWQywW63q75PcNKu3W7Hpk2b0NTUpPqe3ZEkSbOfz9bW1ohluux9R0REiSJxXzmRZlpaWtDY2AgASE9Pj3htx5KK6upqVc+lFqfTicLCwpjW0KOZNRERUbzoWTobnC7q9Xo131suu92OzMxM7N69G5dccokuvfqsViv8fn/oNZpaBEHAkCFDcPDgQWzatAkXX3wxrFarqnt2x2g0wuv1alI+63K5kJKS0uXj7H1HpI5Y3485nU4UFBTE6TREiY+Zd4Tm5ubQ77t7sdaxlKHjfURERNSz6Fk6K4piqBwxUQ0cOBBtbW3Yv3+/bmdITk6OOFQhXkRRxLBhw2AwGLB582a0tbWpvmckwQCvFtra2iIGkpl9R0REiYCZdwS32x36fXdlCh0f765PSLw8/fTTePrpp+O2XkFBATPniIioz9O7dNZisWj2WiIaBoMBAwcOhNPpRL9+/eBwOHQ5R2pqKvx+f6fXa2qQJAnDhw/Hvn37sGXLFkydOlXX8mZJkmAymTQJJLpcLqSmpnb5OLPviOIv1vdjsWbuEfU0zLyjTp9sRur7AaBTeY3eJRVEREQUPVEUdQ3OJHLfu6D09HSkpaVh165d3b5GUosgCLDZbJpkShoMBowYMQIulwvbtm3T7Tl3PE9X02DjyePxMPuOiIgSGoN31Kkco7tPNzt+6qtFGQcRERGpR8/S2UTYX45BgwbB7XbrWj4riiIcDocmAU+TyYQRI0agoaEBu3bt0qTvXFe0LJ/l5FkiIkpkDN4RUlJSQo166+vrI17bcepabm6umsciIiIilekdPNN7fzmMRiMGDx6MQ4cO6TZ9Fvh3AE+L4RkWiwUjRozA8ePHUVxcrGsATxRFTX5OmH1HRESJjME7AgAMGzYMAHDs2LGI13V8fPjw4aqeiYiIiNSld+ksAF0muSqVlpaGrKws7Nq1S9cpuQaDAWlpaZoM+0hKSsLw4cNRVlaGffv2qb5fJFqVzzL7joiIElXiNxshTZx//vkoKirCoUOHUF9f32VT5p07d4Z+P378eI1OF19OpzNig1MOsyAior7EZDLpFpASBAEWi6VHTLAfOHAgvv32W5SUlOC8887T7RzBAN6pU6dUz4hLTU3FsGHDcPDgQZhMJhQUFKi6X1eC5bNqDzjxeDzweDxdDnMJZt8dOXIEQHv23ZQpU1Q9E1FfFuk9m9Pp1O3/SUR6YOYdAQDmzJkDoH1gxapVq7q8LviYw+HA1KlTNTkbERERqUfv0lVRFDXJJIuVJEkYMmQIjh49ipqaGl3PYjKZNJt+63A4MGTIEJSUlKCyslKTPcPRqnyW2XdERJSImHlHAICrrroKeXl5qKqqwpIlS0J/7ujNN9/E5s2bAQC33XZbjyhzCaegoIDZdURERP9HFEUYjcZOE+W1ZrFYVM+qigebzYbc3FwUFRVh5syZugY+zWYzHA5Ht/2K4yEzMxNtbW3YuXMnLBYL0tPTVd8zHIPBAK/XC7/fr9oeXq+X2XdECSLSe7ZIWXlEvREz73oJt9uN0tLS0K/y8vLQY/X19Z0eq6urO+t+i8WCX/ziFwCAiooKXHDBBfjVr36Ff/7zn1i5ciVuv/123H777QCAnJwcPPLII9o8MSIiIlKd3tl3PekDwQEDBkCSJN0HOQDtr99sNpsme+Xl5SEjIwNbt27VrcxZEARm3xERUZ/E4F0vsXnzZgwZMiT0q2NJ6+9///tOj/30pz8Nu8att96KJ598EoIgoKKiAo8++ijmzp2LG264Aa+//jr8fj9yc3PxwQcfIDs7W6unRj1YaWkpBEHA//t//0/vo5CObrnlFgiCgO3bt+t9lJh+Jl0uF0aPHg2DwYCPPvpIhdPp5+uvv4bVakVhYWGPyH6i+Osqy0grwZ5mPYEoihg6dCiqqqq6HfSlhaSkJKSkpKi+jyAIGDRoEKxWKzZv3oy2tjbV9wxHkiTVf169Xi8nzxIRUUJh8I46WbJkCb7++mssXLgQgwcPhsVigd1ux7hx47B48WKUlJRg4sSJeh+zzwkGHLr7VVpaqvdRe4SO38/vf//7XV73X//1X6Hr3nzzTe0OGGexPt/g/R3fqPRFP/nJT7B3714sXboUV1xxRejrHo8Hy5YtwzXXXINBgwbBbDYjNTUVU6ZMwZ/+9KcuM3MOHDiAG264ATk5OTCbzRgyZAgefPBBNDQ0RDxHa2srxo0bF/Hvo6mpCX/4wx9wxRVXoF+/fjCZTMjIyMCECRPw/PPPo6WlpdP1F110EZYvX449e/bggQcekP9NoV4jWDqrJ733VyIpKQn5+fn49ttv0djYqPdxkJKSguTkZNX3EUURw4YNQyAQwNatW+Hz+VTfMxyj0ah6n0Rm3xERUSJhz7teYsaMGXEr3Zg6dSqHUSSooUOH4pprrunycbvdruFpeof33nsPe/bswejRozt93efz4Te/+Y1Op1JPNM/XbrfjwQcf1K3HUSLYunUrXn31VVx99dW46667Oj1WU1ODu+66CzabDdOnT8fcuXNx4sQJfPjhh7jjjjuwY8cOLF26tNM9e/fuxdSpU9HS0oIrr7wSAwYMQFFREV566SV88cUXoUy4jp555hk4nU58+eWXOHr0KAYNGtTleYuKinDfffchPz8f06dPR05ODhoaGrBu3Tr87Gc/w/vvv4+vv/6605vfefPmYdGiRfjjH/+I22+/nR/U9EEmk0nXvneCIIR6mvUEOTk5OH36NHbs2IFp06bpXvqbkpICv9+vevasJEkYMWIE9uzZg127dmHChAmaDxwJZmq63W7V9vB4PPB6vTAYwr9dYu87IiLSEoN3RD3IOeecgxdffFHvY/Qal1xyCb7++ms899xzWL58eafHVq5cidLSUlx22WX47LPPdDphfEX7fNPS0vr8z90zzzwDo9EYNsBpsVjwX//1X7jttts6Bdyqq6sxceJE/M///A9+/OMfY+TIkaHH7r//fpw+fRoff/wxZs+eHfr6Y489hueeew5/+MMf8PDDD3fa54033sDRo0dlnXfQoEFYt24dZs6c2elNdXNzMyZOnIhNmzahqKgI48eP73TfL3/5S6xcuRI///nP8f7778vai3oPk8mkWy+zILPZ3GOCd4IghKaw7t27F2PGjNH9PDabDYFAQNWgFtD+szJixAjs3bsXe/fuPesDIS1IkqR6sNflciE1NbXLx0eNGoXS0lIEAgGUlZVh9OjRmvUgJCKivoVls9TnOJ1OFBYWdvmrtxAEAWPGjMHevXvxH//xH8jOzobFYsGkSZOwbt26sPd88sknuPTSS2G322G1WjF+/HgsXbq0y6luq1evxsyZM+FwOJCamopx48bh4YcfDn0K3VFRUREWLFiArKys0Dn+9a9/nXXdyZMn8eCDD2LYsGEwm83Iy8vDtGnTsGTJEpw6darTtevXrw+VeUZj8ODBuOGGG7BixQocPny402O//vWvMWHChE6BlY5+9atfYerUqejfvz/MZjOSk5Mxbtw4PP/882dlrrz55psQBAEvvvgi1q5di8suuwzJycmwWCyhKVolJSW48cYbkZeXB7PZjKFDh+KKK67AK6+8Eres2mifb11dHQRBwIwZM856rLq6Gvfddx+GDh0Ki8WCgQMH4sorr8Rf//rXs35uWltb8dvf/hbjxo2DxWJBTk4O7rvvPrS2tna67sSJE5g/fz4KCwuRkZEBo9GIrKwszJkzB1988UXY51ZbW4v7778fBQUFMJvNyMzMxDXXXIPdu3cr/C6d7eDBg/joo49w5ZVXYujQoWc9npmZiXvvvfesTLnc3NxQmXJRUVHo6zU1Nfj0008xY8aMs77fjz/+OJKSks4KrgIIvUEMBALdlsfl5+dj1qxZZ/23kZycjAEDBoTOfaZ+/fph7ty5+N///d+zfkao9xMEQffSVUEQIIo95+Wp0WjEkCFDcPjwYdTU1Oh9HAiCALvdrslQh6SkJBQUFMDpdOrW+0/tn9dg9l1X2PuOSF2R3rM5nU69j0ekqZ7z6oiIFDt06BDOPfdcFBcXY968eZgzZw527dqFyy+/HBs3bux07R//+EfMmTMHO3fuxHe/+13ccMMNqK+vx7333otbbrnlrLUfeOABXHfdddi3bx+uvfZa3HTTTRAEAS+88AJ+//vfd7p206ZNmDhxIvbu3Yv58+fjyiuvxLZt23DllVd2erPT1NSEqVOn4qWXXsLAgQNx11134dJLL8XRo0exePFibNmyJe7fo5/97Gfw+/14/vnnQ19bs2YNdu/ejccee6zL+z766CM0NjZi+vTpuPvuu7FgwQI0NzfjZz/7Ge64446w9/zud7/DFVdcAUmScMcdd2D+/PmwWCwoKirC5MmT8d577+Giiy7CD37wA4wdOxZff/017r777rOCW3o833D279+P8ePH4w9/+AMKCgpw1113YdKkSfjqq6+wYMGCs/r/XHvttXjyyScxcuRI3HHHHUhKSsIf/vAHPP74452uO3XqVGgwzve+9z3cc889oazB73znO2dlBh45cgQTJkzAH/7wB4waNQp33nknLrnkEnz88ceYOnVqzIMyPv74YwDAf/zHfyi+N5j9kpaWFvratm3b4Pf7w7YnSE5OxtixY/Htt9+iqakpyhOfra2tDQcOHMDDDz+MdevW4YknnkB+fn7Ya2+88UYA/37e1LfoPXVWEARYLBZdz6CU3W5HXl4edu3apXrGmxyCIMDhcGgSiHU4HBg4cCB2796NEydOqL7fmURRVH3QSXd/p+x9R0REWmDZLPU5BQUFoWynnmbv3r1dTgsG2rN2OgYJjEYjli1bhoULF4a+9v777+Pqq6/GY489hvXr1wMAjh07hh//+McYMmQIPv/881AvrZaWFsybNw/Lly/H3LlzMW/ePADABx98gN/+9reYMmUKPv30005T7r788suzPnkOBAJ44403Op1j8eLFWLJkCV577bVQ8GblypU4cOAAHnvsMfziF78IXev3+/GPf/wDOTk5ndZNSkrqVIoYjcLCQsydOxdvvvkmnnrqKfTv3x/PP/88zjnnHFxzzTVd9oFbs2YNkpKSOn2tra0NkydPxvLly/HrX//6rPOaTCb861//wsUXX9zp6wsXLkRzczM++eQTfOc73wl9vaWlBf/93/8d1z5K0T7fcG666SZUV1fjb3/7W+hnAwBOnz6NZ5999qxzT506FUuXLkW/fv0AtJeijhgxAkuXLsWvfvWrUF+hwYMHo76+/qwgwtatWzF58mS89NJLuOyyy0Jfv/nmm9HY2IgdO3bgvPPOC33922+/xaRJk/Dwww/j888/l/9NOsOnn34Kq9WqeEJtW1sbPvjgA1gsFpx//vmhrwczUzMyMsLeF/z+lJaWxqUM73e/+x3uv/9+AMCwYcPw6aef4tJLL+3y+ssvvxxJSUn45JNPcO+998a8P/UsiVA6K0kSBEGIW9axFvr37x/6/9DUqVN1zx4URREOhwOnTp1SvQw5OzsbLpcL27Ztw/Tp08/6t1FtkiRBFMUuqwRi1dbWBp/P1+W/xex9R6SeSO/ZelPFFJEcDN4R9SCHDx+OGFz54Q9/2Cl4N2jQoE4BMwD43ve+h9GjR+PLL7/E6dOnYbPZsHz5crS1teHJJ5/s1AQ/KSkJ//Vf/4WCggIsW7YsFKAJNt///e9/3ylwBwDTp0/H9OnTO33twgsvPOscl19+OZYsWYIDBw6EvlZfXw8AZ/WLEUUR11577VnPd9KkSdi3b1+X3w+5Hn30Ubz//vt48cUXsWDBAqxfvx5vvfVWxHLc4JuTb775Bt988w3q6upCU0IDgQCcTudZwbt77rnnrMAd0PXzTkpKwkMPPRTLUwsrmud7pq1bt2L79u24/PLLOwXugPbn8etf//qse5544olQYApoD15dcMEFWLt2LcrKyjBkyBAACAXxmpubsW3bNhw6dAj19fVoaGiAJEk4dOhQaI2ioiJ89dVX+PnPf94pcAcAY8aMwYwZM/Dpp5/C7XZHnc0TLLVXev/ixYtRWVmJn/zkJ51KVIOTKc/8byco+LMVr+yNCRMm4Mc//jEqKyvx0Ucf4ZZbbsEbb7zRKQDakclkwpgxYzp9n6nvEAQBJpMJbW1tup7DYrGoPnghnkRRDH04uH//fpxzzjl6HwmSJCEtLQ0nT55UdSqsIAgYOHAg3G43tm7diosvvrjLIQ9q7W8ymVTNenS5XF3+Pxtg7zsiIlIfg3dEPciVV16JDz74IOZ1CgsLsWfPHhw6dAjnn38+du7cCaA9yHamoUOHIjc3N3QN0F72l5ycjEmTJkV9hmDW0cmTJ0Nfu/zyy/HII4/giSeewO7du3HppZdiwoQJGDNmjKpvBCZPnoyZM2fi1VdfRXFxMQYPHhwqHezKRx99hB//+MddBjiUvPG96qqr8MEHH+Dyyy/HwoULcdFFF2HChAkoKChQ9Dzkiub5nmnbtm0AgFmzZsV0lo4/B8HgXVtbGx5//HH8z//8T9gMoI7f202bNgEAnnzySTz55JNd7lNXVxfq9aZUbW0tRo0apeieZcuW4Ve/+hXOP/98PPfcc50eC2YTdfUzHXw8XtMbp02bhmnTpgFo71E4efJkXHfdddizZw/y8vLC3tO/f3989dVXcdmfep5ECN5pGfyJF7PZjCFDhuDgwYNIT08/6wMcPUiShPT0dJw4cUK1zDTg38HLvXv3YufOnbjgggs0nUArSRKMRqNq05KZfUdERHpjzzuiPshutwNAKKshmDHW1UQ1m80Wyg4D2jPFunrTL1ewF0/HsqjRo0djzZo1GD9+PFasWIE77rgD48ePR79+/fD888+rWkL16KOPoqWlBZ9//jkeeuihiG8cN23ahO9973soLy/Hz372M3zxxRc4evQoWlpaoiozvOuuu/CHP/wBNpsNL7/8Mq6//noMGzYM55xzDj788MNYnlaXlDzfcII/D2r8HNx///148cUXMXDgQLzyyivYtWsXjh8/Do/Hc9aghmDw98orr8SDDz7Y5a/uBjxEUl9fr+j+ZcuW4Qc/+AEKCwuxdu3aszL2gv+ddZVV1NLSAqDrzLxY5Obm4p577kF9fX3EabLJycmd/punvsVoNGoaeOlKT+t9B7T3t8zLy8POnTtD/y3rLRjAU/vv1Gg0Yvjw4aitrY1LVrxSagd82fuOiIj01PM+1iSimFVWVgL497TJYDCvuro6bDCmqqoKDocj9GebzYbq6mpVznbZZZfhsssuQ3V1NbZt24aNGzfijTfewM9+9jNkZWXhtttuU2Xf73znO5g4cSLKy8u73WPZsmXwer145513cP3118dl/x/+8Ie49957cfDgQezYsQPr1q3DO++8g2uuuQbffPNNzL39zqTk+YYTLAeK98+Bx+PBa6+9huzsbGzevLnbsqNgIGz27Nn40Y9+FNezBDkcDtlvwn/xi1/giSeewOTJk/Hhhx+G7WsXzDDsajrj0aNHAaDTBMN4Sk9PB4Czpjd31NTU1Om/eepbglNnmX0XnQEDBqC5uRk7duzARRddpHv/O6D9e5mWloZTp06p+kGY1WpFQUEBDhw4gNTU1KgznqMRHF4RzyFPHbW2tsJqtXb598nsOyIiUpP+ryaISFPBptLp6ekYPnw4AISa6X/99ddnXf/NN9+gsbGxU8P98ePHo6mpKeYpnpHk5ubiqquuwnPPPYd3330XQPvgADV9/PHH2LFjR7fZHsGAVbgy41gIgoARI0ZgwYIFeO211/DUU0/B4/GEBovEm9znG8748eMBAF988UVcz3Tq1Cm0tbVhzJgxsvoFTZgwAQCwatUq1d6QZmVloaqqKuI1Xq8Xd999N5544gnMmTMH69at63IgxaRJkyAIQtghGqdOnUJRURHOOeecLjNhY1VUVAQAnfpbnqm8vBzZ2dmq7E89g9oTPOUI9jLraQRBwNChQ9HU1JRQA7JMJlOnvrhqcTgcyM/PR1FRUcQPCdQQHF6hFmbfERGRXhi8oz4n2Hy+q1+9idfrPavHzbPPPova2lrccccdoRe4N910E0wmE55//vnQJ8ZAe/negw8+CAC4/fbbQ18PZmr95Cc/OSsjadOmTVi5cmVU5/3Nb36DP/3pT2c11q6oqACATk3/gfahCaNGjVLcj6wrmZmZnQYqdCUY9NywYUOnr3/yyScRSxG7cvfdd4cN0HX1vF977TU8/fTT+OijjxTv1ZHc5xvOhRdeiJEjR+LDDz886zk3NzfjiSeeiGrd7Oxs2O12FBcXh8q5gfaMhyeeeOKsn7cLL7wQY8eOxVdffYXFixef9bNTWVmJJUuWRHWWoIKCAnzzzTddTmysr6/H5ZdfjldeeQX33nsvPvjgg4hltjk5Obj00kuxY8cOfPbZZ50ee+GFF+D3+/Ef//EfMZ35mWeewbp16876+saNG7Fs2TKkpaXhyiuvDHuv2+1GSUmJaj0XqWcwGAwJUTrbE4N3QPu5CwoKcOTIkdD/yxOBVgG83NxcpKenY9u2baoOkjiT2gHf1tbWiB8UBbPvgvbs2aPaWYj6gkjv2ZxOp97HI9JUz6xHIOqj9u7di5/+9KddPv744493elG+f/9+DB48GDNnzoTdbsfWrVuxZcsWjBs3Dk899VToukGDBuGll17CD3/4Q4wfPx7f+c53kJKSEurltmDBAsyfPz90/YIFC/DPf/4Tf/3rXzF8+HBcfvnlMBgM2L59O3bs2IHFixdH9fzKysrw05/+FE8//TQuueQSZGRkoLS0FGvWrEFmZiYeeOCBTte3tLRg//79Ue0Vix/96EdYtmwZbrnlFvzjH/9AdnY2du/eja+++ipUgqzE5s2b8corr2Ds2LGYNGkSzGZzaL0pU6Zg7ty5oWu9Xi/uv/9+NDU1Ye3atfF8WoqIooi3334bl112Ga655hpcdtllGDVqFKqqqvDJJ5/g9OnTePbZZ6Na++GHH8bjjz+OsWPHYs6cOfB6vVi7di0aGhrOyqgQ/n97dx4WZdX+Afz7zAYz7KuAigiKu1muJK6puZevvi6paVSay2vlluW+tWnlq6WpmUsuuZSl5pqKmTsKLoCIIIoLqSgosjPz+4PfzMvIOswzzAx8P9flFc2c5zznGQ6z3HOfcwsCtmzZgldeeQXz58/H1q1b0bp1a9jb2yM6Ohp///03qlevrjffDdW1a1fs2bMHBw4cKDLgtXTpUvz555/w8/ODra0tPvrooyL7Wbx4se7nb775Bi+//DJ69eqFPn36wMfHBxcvXsRff/2FJk2a4P333y90/OrVq3UBzZycHDx58kTXZ82aNfWWcIeHh2POnDmoXbs22rZtCycnJ8TExODo0aOQSqX48ccfi52ru3fvRkZGBrp161b2B4kqHW0QxFRLEA0ZhykLEZiSo6MjatSogYiICNjb25fr9cEUbGxs4OTkpPcFidgEQYCfnx+io6Nx/vx5BAUFVdjyYVMWr9BoNMjMzIRSqSy2DSvPEhGRKTB4R1VOQECARS1jMUR8fDy++uqrYu8fP368XvDO19cX/fv3x65du3D79m14eHhg0qRJmDVrVqHMoHHjxsHf3x+LFi3CgQMHkJOTg3r16mHy5MkYO3asXltBELBp0yZ07NgRa9euxc8//wyJRII6depgzpw5GDVqVLmub/LkyXB0dMS+ffvw+++/Iy8vD76+vnjvvffw0UcflTtLTGx16tRBaGgoJk+ejL1790KpVKJly5bYv38/du/eje+++86g/n744QesWbMGR44cwU8//QRbW1v4+/vjq6++wpgxY3RFHYD8Kq9paWmoU6cOunbtKvalGaRVq1Y4f/48Fi5ciMOHDyM0NBReXl545ZVXjNqbcNq0abC1tcXy5cuxfv16+Pj4oF+/fpg2bVqRe/81bNgQFy9exNdff409e/Zgx44dkMlk8PPzw7vvvothw4YZc5no0aMH3n//fWzcuLHI4J02uzUhIaHEv8+CwbvGjRvjzJkzmDVrFkJDQ5GamgofHx988MEHmDVrVpHFKhYuXKjbDw/Ir344ZcoUAECHDh30gnezZ8+Gv78/jh8/jl27diE9PR3u7u7497//jY8++gjNmjUrdpwbN27UXTdVbZYQvAPyg03WGLwD8ov6pKen49y5c2jfvr3FZBIqlUpoNBqTLuvUvi+IjIxEVFQUGjdubLJzPU8mk5lszmRmZsLW1rbYzFTufUcknpI+s1W2FVNEpRE0pty1lsjCaJ/krTV4ZwhBENCoUSNcuXLF3EMhEX366aeYPn06Fi9erFvSTKbXq1cvHDlyBDExMfD19TX3cEzm6tWraNq0KXr06FGuJeBUuWg0GqSmphbafsEc48jIyCi0LB4AwsLCoFarIZFI0KJFCzOMrnR5eXmIjo6GnZ0d2rRpYxHLkbXS0tKQlpZm0nOkpqYiJiYGzZs3R/Xq1U16roJyc3NNFny2s7MrcV/ItLQ07N+/X7fE9tVXX2X2HZHIqtLnOiKAe94REVmVo0ePwtbWFiNHjjT3UKqU2bNnIzMzEx9++KG5h2JS//nPf5CTk4OZM2eaeyhkASylYIQgCOUqrGMppFIp6tSpg8ePHyM6Otrcw9Fjb28PlUpl0nM4OTnplg9XZAEHUxavyMjI4N53RERUoRi8IyKyEjk5OTh58iQGDhxYbCVTMo1WrVrhvffew6+//oqdO3eaezgmsWbNGvz5558YO3asxWYwUcWzhOAdkB/Aq6g900xBux3C9evXcffuXXMPR4+Dg4PJg6Pe3t5wdHTEuXPnKmwJtCmDz2q1utTrYOVZIiISk/W+CyIiqmLOnDmD9PR0jBkzxtxDqZK+/vprNGjQAG+++SbOnj1r7uGI6uDBgxg7diwaNGigtzcfkUwmg1QqNfcwIAhCiUUCrIGzszNq1KiB8PBwkxaLMJQgCHBycipxGagY5/D394darUZ4eHiJWWtikkqlJpu/pVXRZfYdERGJicE7okpKo9Fwv7tKJjg4GBqNhhtfm4lSqURUVBSePn2KVq1amXs4ourWrRuysrIQFRVl9QESEh+z78Tj7e2tq/5eWvCnImkDeAULJIlNKpUiICAA9+/fR3x8vMnO8zxTzd/c3Fzk5uaW2IbZd0REJBbrfgdERERERCZlScE7a977Dsi/htq1a0MqleLcuXNFFuEwF4lEAmdnZ8hkMpOdQ6VSoVatWoiKisLjx49Ndp6CJBKJyYKSGRkZJd7P7DsiIhILg3dEREREVCypVGrSgI4hpFKpRVVrLQ9tAYtnz54hIiKiwpaQloVUKoWzs7NJl0p7eHjAzc0NYWFhyM7ONtl5CjLV/M3JySk1AMvsOyIiEoNlvBMjqkBxcXG60uJFYblxIiIifQqFotQlghVFqVQiPT3d3MMwikKhQN26dREdHY3Y2FgEBgaae0g6MpkMLi4uSE5ONllgUZt9FxERgZYtW5o8ICuRSKBQKEwSLMzMzISdnV2x92uz727cuAEgP/uO218QlU1Jn9ni4uIQEBBQgaMhMi9m3hERERFRiSxl6SyQH4ix9uw7ALCzs4O/vz+uXr1qcRVotQE8U9FmH1bk/ncymcwk8yYrKwtqtbrENsy+IyIiYzHzjqqcgIAAZtcREREZQLtvWE5OjrmHoqs8a+3ZdwDg6uqKGjVq4MKFC1CpVHB2djb3kHQUCgVcXFxMtjedUqmEn58foqKi4OrqatJgIZA/bxQKBbKyskTvOysrq8RiP8y+Iyqfkj6zlZSVR1QZMfOOiIiIiErF7DvT8Pb2houLC86ePVtqAYSKZmNjAycnJ5P17+7uDjc3N5w/f75CAsNSqdQkFYszMzNLXWLM7DsiIjIGg3dEREREVCqFQmExATNt9l1loK1AK5fLcfbsWYvZW1BLqVTC3t7eZP3XqlULarUaV65cMdk5tLTZd2LTaDSl7qfHyrNERGQMBu+IiP7fnDlzIAgCduzYYRXnX7duHQRBwOLFi008MirJyJEjIQgCwsLCSm0rCAIaN25cAaOybCNGjIAgCPjkk0/MPZQyCw0NhSAIGD9+vLmHYjaCIEAul5fY5vr166hbty4aNGiABw8emHQ8psigMheJRII6deogKysLYWFhpe6hVtHs7e2hUqlM0rdUKoW/vz9u376NO3fumOQcz5/PFNV0MzMzS23D7DsiIiqvyvOuh6gSS0hIgCAIpf5LSEjQHePn52dQe2NER0fj3XffRUBAAGxsbKBUKlGjRg1069YNCxYsQHR0tF773r17i3p+ooqi/dspjTawOnLkSJOOR/t3bk1/Sz///DM2bNiAIUOGYOHChQCAjh07luk5TuznLkt35swZCIKAOXPmlNju/Pnz6N+/P9zd3WFjY4O6deti2rRpSE1NLfG4Xbt2YcCAAahZsyZsbGzg4OCArVu3Ftv+4sWL+PDDD9GyZUv4+vrCx8cHH3/8sV6bOnXqYPPmzXj8+DHGjx9vsmqlACwmC1AscrkcgYGBePz4MS5dumTSx648HBwcYGNjY5K+7e3t4ePjg4sXL1bIXoamyL7Ly8srdekvs++IiKi8WLCCyIr4+/ujX79+xd7//L40crkcEyZMKHP78vj555/x5ptvIicnB8HBwejatSuA/IDjiRMncOjQIfz2229lykoisnSTJk0qU7vGjRtj0qRJaNmypUnHM2rUKDx69Mike1KJ6dmzZ5gwYQJ8fX2xcuVKXfBl0KBBaNGihV7bnTt3Ij4+Hu+++y4cHR317rOW6y2PuLg4fP3117h9+zYOHjxYavutW7di2LBhkMvl6NmzJzw8PHD27Fl88cUX+O2333D69OlCRRAyMjIwePBg7Nq1C/7+/ujcuTOcnZ1x7969YrPZFixYgNmzZ8PZ2Rnt2rVDly5dkJKSUuRyypYtW+LDDz/El19+id27d6Nv377leiyqIltbW9StWxdXr16FSqVCYGCguYekIwgCnJyc8PjxY5PsT+fj44MnT57gwoULaNu2rUmDsxKJBDKZTPQlypmZmaVmp9avXx8JCQnQaDRITExEw4YNCz3HERERPY/BOyIr0qBBA4OWSCoUCpMuqbx//z5CQkIgk8lw8OBBdOzYUe/+rKws/Pzzz/j1119NNgaiilTWv6cWLVoUCkaZgjUtOwWA5cuX48GDB9iwYQMcHBx0t48ZM6ZQ26tXryI+Ph6ffPKJXqZKZZeYmIjly5eXqe39+/fx9ttvw8HBAefOnUNAQIDuvm+++QYTJ07EjBkz8O233+odN3LkSOzZswerV6/G22+/XWqQZMWKFZg5cyZGjRqFJUuWQKPRlLpE8D//+Q/Wr1+Pr776Cn369Kl0WXKmZG9vD39/f1y9ehVKpRI1a9Y095B0JBIJnJ2d8ejRI+Tl5YnatyAI8Pf3R2RkJGJjY00euJTL5aIH73JycpCXl1fislxWniUiovLgslkiAvC/5YChoaFlPuavv/5CRkYGunbtWihwB+RXqRsxYoRe8M7Pzw9//PEHAKB27dq68xY8fuLEiWjRogW8vb0hl8vh6OiI1q1bY9WqVYXOod0nbuvWrVi1ahVatWoFlUoFV1dXvPnmm3j8+HGRY1+zZg1efPFFKJVKeHt747XXXis2O7A849mxYwe2bNmCoKAg2Nraws7OTm9vG0PObwjtEuvevXuX+T7tksXY2FjMmDED9erVg42NDWrWrIm5c+cW2nspNjYWr7/+OurVqwdnZ2fI5XJ4e3vjX//6FyIiIgqd18/PD/b29nj06BE++ugj+Pn5QSaTYejQoWW+pnfeeQc1a9aEQqGAt7c3hg8frvvg87zVq1ejWbNmsLW1hYeHB9q3b49XXnml0H6CJe1hVtx9zy95Ks6OHTtKXO4YFxeHoUOHwsPDA0qlEm3atMGxY8cKtdPukXf79m2MGTMGPj4+kMlkuqBd48aNCwVFStqDr6j7Cl7r/v370aVLF9jb28PJyQn9+/fH7du3kZmZia+++gpNmzaFra0tvLy8MHXqVIM/vP/3v/+Fu7s7hgwZYtBxzyvtcTHkbxYANmzYgODgYDg4OMDBwQFNmzZFSEgIzp49W+pYsrKy0KVLFwiCgM8//9yo6wLy/x41Gg00Gg22b99eYts9e/bg2bNnGD16tF7gDgA+/PBDNGrUCOvXr9cLUPz555/Ytm0bZs+ejXfeeafUoFpKSgqmTp2KV155BStWrIBSqSzT0kmVSoWBAwfiypUr+Pvvv0ttT/pcXV3h6+uLiIgIk+8daCipVAoXFxeTBGRtbGxQq1YtxMTEFPv6LRaJRFJqllx5cO87IiIyBWbeEVG5aZd53Lp1q8R2Bb+BHjVqFNasWVNoOVzBD56//vor3Nzc0LlzZ3h4eCAlJQV//vknRo8ejTt37mDu3LmFzjFmzBg8e/YM3bt3R5s2bXD06FH89NNPSE9PL1QAYsKECVi2bBlq1qyJ4cOHAwAuX76M06dPFzn+8ozngw8+wIMHD9CjRw+MHj0aDx480D0Ohp6/orRu3RpA/p6EnTt3xq+//oo5c+bAzc1NL4h18+ZNHD16FG3atEH79u2hVCpx48YN/PHHHzhw4ADOnDlTqChDVlYWGjZsCJlMhh49esDGxgbVq1cvdUxhYWHo1q0bMjIy0KNHD/j4+ODGjRvYvHkz9u/fj7CwMNSqVUvXfuzYsVixYgVq1aqFkSNHIjc3FxERETh//rxIj5Lxbty4gUaNGqF+/fr497//jTt37mDfvn149dVXcezYMd3vQUu7rMrLywuvvfaaLjtFbJs3b8by5cvRuXNnhISEICwsDL/++itiYmIA5Acce/fujfbt22PPnj1YtGgRPD09MXny5DL1f+nSJdy5cwfjxo2DTGb824+SHhdD/manT5+OTz/9FH5+fhgyZAikUikiIiKwbt06pKen4+effy52DHl5eRgyZAgOHz6M2bNnY9q0aUZflyGSkpIAoNiAcocOHbB8+XJcvnwZL774IgBg1apVkMlkGDVqFHbv3o2rV6/i2bNn8PX1Re/eveHp6anXx+bNm5GWloYPPvgAJ06cwMWLF/HPP//A0dERwcHBqFevXrHjGzBgAJYtW4Y///wT7dq1E+eiqxAvLy9kZ2fj3LlzCA4OtqillTKZDC4uLnj06JHofbu5uSElJQXh4eHo0KGDSYpLaMlkMtGXAGdnZ0OlUpUY3GT2HRERGYrBOyIrEh0dXeIH5enTp8PFxUX3/9nZ2cW2f76t9gOYIdXk2rRpg2rVqiEiIgK9evXC6NGj0bp1a1SrVq3YYz755BOcPHmyxOVwUVFRhcaRmpqKBg0a4JtvvsHMmTMLffhv1KgRfvjhB911ZGRk4KWXXsKvv/6K27dvo0aNGgCAQ4cOYdmyZWjXrh0OHDgApVKp95h8+umnoozHw8MDBw8eRMOGDfVuL8/5K0r//v2xaNEi3f5YEydORIMGDfDf//5XL3jXrl07PHr0qNAHqm3btmHQoEFYvnx5oWV/ubm5GDhwIL744gu9ay5JTk4OBg4cCCcnJ0RERMDX11d3359//olu3bph7ty5+PHHHwEABw4cwIoVK9CpUyfs27dPLzto2rRp+OKLLwx6PExFKpXihx9+0Ms+++2339CvXz98/PHHOHLkiF779PR0zJ49Gx9//LFJP8Q6ODjgl19+QadOnQDk/85atWqF8PBwBAcH48qVK7og+yeffAJ/f3+sWLGizMG7Q4cOAQAGDhwoynhLelzK+jebnp6OxYsXIyAgAJcvX9abm7GxsThx4kSx59doNHjnnXewc+dOTJ06tdSiEqagfV67fPlykfe7uroCAP755x/dbcePH4dKpUKzZs30bgfy58DatWvRv39/3W1//fUXgPzng9jYWL32EokEEyZMwIwZM4oMVDRu3Bi1a9fG0aNHi/ySQ2wSicTiqrQaq2bNmsjOzsbp06fRrl27Mj9/VgSFQgEnJ6dSC6OUR61atXDlyhVcvXoVjRo1Er1/LYlEAoVCgezsbNH61Gg0yMrKgq2tbYntuPcdEREZgsE7qnLi4uJKfCMYGRlZgaMxTHx8PL766qti7x8/frxeQC4nJ6fY9s+3vXr1qsHjcXR0xPbt2/HGG29g79692Lt3LwDA09MTTZs2RadOnTB8+HCD9+tRqVRQq9W4cOECoqKi8OjRI6SmpsLW1hb37t3D/fv34ePjo3fM+++/r5cBolQq0aFDB1y9ehWxsbG6D7nfffcdgPy9y57/EFTc8pnyjGf69OmFAnflPX9F+eyzz/Q2tq9bty7q1KmD69evIycnRzc+bVAsJSUFZ8+eRUJCAlJTU3Hnzh0AwPXr1wv1bWdnh6VLlxo0nj/++AM3btzATz/9pBe4A4AuXbqgfv36uoAQkL8vFwB8+eWXhZb1lfYhqiL5+voWWjb6+uuvo0GDBggNDcXTp0/19oOrV68eZsyYYfJx9enTRxe4A/IzUoKDgxEeHo6JEyfqZcf6+PggMDAQkZGRenOjJHFxcRAEQZcBZqySHpey/s1mZGQgOzsbtra2heZM3bp1Ubdu3WLPP2nSJKxbtw4TJkwwW2C4T58+cHNzw8qVK1G9enWMHDkS7u7uuH//Pk6ePIk9e/YAgC4wkZaWhqSkJDg6OuK9997DwIEDUbt2bTx9+hTbt2/H5MmTMWTIEFy6dAn169cH8L+/5w4dOmD9+vVo2LAhBEHA0aNHMWHCBCxZsgS1a9fGsGHDihzjCy+8UKbCG2JQKpV49uxZhZyromgzSmNiYnDq1CkEBwebpFJqeSmVSuTl5SEtLU3UfmUyGfz8/HDt2jV4eXnBzc1N1P4LMsWXIpmZmbCxsWH2HZGRSvrMFhcXV2jLCKLKjME7IivSq1cv3YexsrCzsxP9DfXz2rVrh5iYGOzduxf79+/HpUuXEBkZiT///BN//vkn5s+fj5UrV+LNN98sc5/r1q3D9OnTcffu3SLvL+s35No3+wWX9Zw+fRp2dnZo1apVhY+nvOc3Jzc3N8TExODJkye6x/PJkyf48MMPsXHjxiKvXawMhlOnTgEAhg8frlte/LyCH7pOnz4Ne3v7CikUYQqNGzdGdHQ0rl+/LlqAy1jaqq5F7W3n5OQEtVqtNzdK8uDBAzg7O+sFJk2lrH+zbm5uCAoKwqlTp9CiRQsMHDgQLVu2RPPmzQtVaC1o3rx5+Oabb/Duu+9iyZIlJriCsnFxccFvv/2G/v3745NPPtErYKJUKnVLYLXXos2QevHFF/UyBZVKJcaNG4dnz57ho48+wpo1a7Bo0SK9Y1avXq137tdeew2Ojo7o3Lkz1q5dW2zwztvbG+np6UhPTzcos7s8BEGolNl3EolEV4H2zJkzCAoKEmXpuVjs7OyQm5tbpr3eDOHs7AwPDw+Eh4ejY8eOJrtmU2TfqdVq5OTklBpoZfYdERGVleW88hNVkICAAIvOrrNGKpUKAwYMwIABAwDkf9CPjIzEypUrsXz5cowePRqvvPJKmfY42759O9566y24uLhgwYIF6NSpE/z8/ODm5ob+/fvril2UhTYbSKPR6G5LTk5G7dq1y9yHmOMpz/nNrajHcMiQIdi7dy9at26NcePG4cUXX4SPjw9ycnLg5eUl2rm1Qdc33ngD3t7epba3tsf2edoljunp6WYeyf+UlJGiva/g3ChJSkoK7OzsRBlXSQz9m921axcmTpyI7du34+OPPwaQn/XTp08ffPfdd4Xm3q5du5CYmAgAaNKkidmrqAYHByMuLg67d+9GXFwc1Go16tSpg1dffRUDBgzAzZs3dVnJ2uzC4uZYjx498NFHHyE6Olp3W8Fjng++tW3bFi4uLoWW0xakPSY1NbVCgneVMfsOyJ+TgYGBuHr1KsLCwtCqVStIJJZRd04QBDg6OiIvL0/0/eN8fX1x5coVREVFoWnTpqL2XZBMJhM1eAfkZ9+VFrxj9h1RyUr6zGbKJfVElojBOyISnVQqRdOmTfHdd9/hypUr+OuvvxAWFlam4J126eO+ffsKbdwvBqVSiZSUlDK3F3s8hp7fUNpAQsHqkmK6desW9u7di8aNG+Pvv//Wy4R4+PChqOfSZmgNHjwYffr0KbW9Uqk0qDqhqR8rQ2nHbuzyMEu7Li1nZ+cKCUwa+jfr7u6ODRs2YOXKlYiIiMC5c+ewbds27Ny5Ew8fPtTt+aaVmJiIuXPn4ocffsAHH3yAGjVqoF+/fia5lrKyt7cvtBQ7PT0dYWFhCAwM1O1D6uLiAhsbG9y+fbvIfooKxHp7eyMyMhK3b99GYGCg3n1yubzU4K02kKbN4jQ1QRAglUoNroRsDRQKBQIDAxEdHY3w8HC89NJLZg8ea0kkEjg7OyM5OVnUzEepVIratWvj6tWr8PLyKlRQRSyCIIiefZebm4u8vLxSl+Uy+46IiMrCMr6yIyKrdPv27VLfpGv3dSv47bM24FPUm+SkpCRIpVKTLSutX78+Hj58WOxyOlOPx9DzG0qbvWWKCoDA/6pbtmrVyuTLtpo3bw4A2Lp1a5naN2jQAMnJybqsqNJo93w01WNlCI1Gg1OnTsHFxaVQgMRQlnRdBWmrvmZkZJj0POX9m1UqlQgKCsKECRNw/PhxBAYG4u+//y60FPDNN9/ErFmzsHfvXjg4OOCNN94osbCFuSxYsABpaWkICQnR3SaVStGmTRvcu3cPERERhY65ePEiAP1shrZt2wKAbk/Tgm7fvo2UlJQSK87evXsXdnZ2Js+609Jm31VWtra2CAwMRFJSEiIjI8uc+VoRpFKp3l66YnF0dNQVxxI7s68gU7ymlWUpsTb7TisqKkr0cRARkfVj8I6IAOQHlerXr4+zZ8+W+ZgdO3bg5Zdfxv79+4v8APHbb7/hyJEj8PHx0dsIX1vcITQ0tNAxdevWRV5enm6/M63NmzeL8gG5X79+0Gg0haq6RkZGYteuXSYfj6HnN5SDgwO8vLwQHh6uF8R69OgRZs+ebXT/derUAZC/v1zBD1FPnjzRLTkUS79+/VCtWjVs2rQJq1atKnR/bGysXkEW7WO7ePFivXaXL18u8rENCAiATCZDaGgonjx5ors9MTERX375pYhXoi8nJ6dQ0HvOnDlITExESEiI0UvhtIGU56959+7dFVY4oCgBAQFQq9W6AJGpGPI3GxUVhbFjx+qC0lpPnz7FkydP4OjoWGjZmzYjtHHjxti5cyfUajX69u1bZNGfHTt2YM6cOdi8ebMYl1ZmP/30ExYvXoz69evj/fff17vvvffe0/23YID3wYMHWLhwIWQymV7ALyQkBHK5HPPnz9erapuTk4MpU6YAAEaMGFHsWC5evFhkVXFTs6Q94cRmZ2eHunXr4saNG0UWCDInuVxe4n6R5aUtOmXKwJY2+05MWVlZZQqw1q9fX5dFmZiYqPeaREREBHDZLJFViY6OxuTJk4u9f/r06eX+1jsmJgaAYfttSaVSnDlzBj169ICnpyeCg4Ph4+ODtLQ0REREICIiAu7u7ti+fbtetc8BAwZgxYoVeP/993H8+HFIJBK4uLhgyZIlmDJlCnbv3o1XX30Vr7/+OhwdHXHy5ElcvHhRlI3uJ0yYgHXr1uG7775DWFgYXnrpJdy6dQsHDhwo8k272OMx9PzlMXHiREydOhXBwcHo06cPUlNTDd6brziurq549913sXr1arzwwgvo2LEj0tLSsHfvXtGXqalUKmzduhV9+vTB6NGjsXz5cjRv3hxyuRwRERE4e/Ys2rdvj0mTJgEA/vOf/2Dt2rVYunQpLl68iKZNm+L69es4ePBgkXut2dnZYdSoUVi+fDnatGmDLl26ICkpCX/88UehyqNiunbtGmrVqoXOnTtDqVTi3LlzuHDhApo0aaJXRKC8hg4ditmzZ2PlypX4559/UKNGDYSFheH06dMmyYopq65duwIAfvnlF5Pu6WTI32x2djZWrFiBdevWoUOHDqhTpw6ePXuGgwcPIikpCUuXLi0xmNqpUyf8+OOPGD58OLp3745Tp07p7ZE3ffp0XLt2DStXrizz+BMTE3XZptpg2cmTJ3VB6R49euhlxl27dg3vvPMOmjRpgpycHJw4cQJRUVFo2LAh9u3bV6jS8qBBg7Bz505s27YNDRo0QI8ePZCbm4uDBw/i4cOHWL58uV4mna+vL7755huMHz8eLVq0QJ8+feDi4oLjx48jJiYGb7zxBt58880is7AvXLiAmzdvYvz48WW+fjEIggBbW1uTF2wyJ0dHRwQEBCA6OhoKhQK1atUy95B0bG1tYW9vL+rjL5VKUatWLcTExKBGjRomqz4rk8mQk5MjakZjVlZWqRXPufcdERGVhpl3RFYkPj4eX331VbH/tFUBK8r48eNx/PhxvP/++/Dx8cHhw4exYsUKbNu2DXl5eZg7dy7i4+Px8ssv6x3XuXNn/PTTTwgICMCOHTtw4MAB3Rvb4OBg7N27F/Xq1cOOHTvwyy+/oE6dOjh9+jTatWtn9Jjt7OwQGhqKN954AzExMVi7di3++ecfrF+/XpdFUpDY4zH0/OUxceJEzJw5E7m5uVi1ahXOnDmDCRMm4NixY6L0v2zZMnz88cdIS0vDunXrcPbsWYwaNcqgrM2y6tChAy5evKirhLlp0yZs27YNOTk5mDRpEpYuXapra2dnh2PHjmHo0KG4ePEiVq9ejYcPH2LNmjX48MMPi+x/0aJFGDt2LB48eICVK1fi6tWrWLhwIX7++WfRr0XLz88PHTp0QGhoKNauXYu7d+/qlmra29sb3b+9vT327duHDh06YN++ffjpp5/g5uaGY8eOoW/fviJcQfk0bdoU1atXx5YtW0xaDdSQv9lGjRphw4YNeOWVV3DhwgWsXLkSBw8eRNOmTXH48GH85z//KfV8Q4cOxcKFC3Hz5k307NkTT58+BQDcu3cP165dg6OjI954440yjz8uLg5TpkzBlClTsGHDBgDAoUOHdLedO3dOr71CoUBUVBRWrlyJnTt3wtPTE9999x3Cw8Ph6+tbqH9BELBlyxZ8++23qF69OrZu3Yrff/8dL7zwAv78809dZl5B48aNw4EDB9C+fXscOnQIP/30E5RKJb7//nts3Lix2GD39u3bAQBdunQp8/WLxRRZVJbG1dUVfn5+uHTpEu7du2fu4eixs7MrNWBlKCcnJ7i7uyMiIsJkexqaYt5kZmYy+46IiIwmaCxpswwiE9NmK7DaLFHVMmfOHMydOxfbt2/XVUWmirdo0SJMnToVW7duxcCBA809HJPavHkzhg4divHjx2PZsmXmHo5JqdXqQoV4kpOT0apVK9SoUQOhoaEmK6xw9OhRqNVqSCQSve0ZgPy9JCtz9p3WnTt3cO/ePQQFBZksI6081Go1Hj16JGrxnNzcXFy+fBl+fn5o0KCBaP0WpNFokJGRIWr2nYODg656e0nCwsJ02Xc1a9Zk9h1RCfi5jqoaZt4RERFRhRg7diw8PDwwefLkCqk8a05Hjx4FgCIz2SobiURSKDAxb948pKSkYNKkSWariKpdPlvZ+fj4wMPDA2fOnKnwDPySaCvQivn7l8lkqFWrFq5fv26yazVV9l1ZMPuOiIiKw+AdERERVQg7OzssW7YMiYmJohc4sTShoaFo37693v50lVnBpbNHjx7Fpk2b0LVrV7Mu1QYqd+EKLUEQ4OvrCycnJ5w6dcqisg1lMpnoBSxcXFzg7OyMiIgIky3Bl0qlogYdc3JyyrTUl5VniYioOAzeERERUYUZNGgQRowYgaVLl2L58uXmHo5J3LlzB9evX8eYMWPMPZQKI5fLIQgCrly5grfffhvu7u4WsVxYEASoVCpzD8PkBEFA7dq1oVKpcPr0aWRkZJh7SDo2Njai7OepJQgCatWqhWfPniE+Pl60fp8/R1mWuRoiKyurTO2YfUdEREXhnndUpXBvBCIiItN49uxZmQMUYilpz7uCnj17ZtJCKZYiLy8P165dAwC0bdvWYop2aDQapKSkiDo/7t+/j1u3bqFz584mCdBqNBpRl/cLglDmZcTc+46odPxcR1UNM++IiIiIyGjFVZ21BEql0txDqBBSqRR169ZFXl4ezpw5I2qxCGMIggBHR0dIpVLR+vTw8IBKpcKVK1dE67Mgsfe+02g0yM7OLlNbZt8REdHzKv9GIETPiYuLK3EPIn57Q0REZDiZTAapVFqmvb0qmiAIkMlkFhPMMiWZTIbAwEBcvXoV586dQ+vWrSGRmP/7eqlUCmdnZyQnJ4vSnyAI8PPzQ2RkJJKSkuDl5SVKvwXJZLIyB9zKIisrq0xBbu3ed9rsu6ioKGbfUZVU0me2uLg4BAQEVOBoiMzL/K/kRERERFQpWGr2XVWpPKulUCgQGBiI1NRUXLhwAZayS45cLoeTk5No/alUKnh6euLy5csmCcyKnX2Xm5tb5nEy+46IiApi5h1VOQEBAcyuIyIiMgGFQiHqPmFi0gZixMyksmS2trYIDAxEdHQ0Ll++jCZNmohaQbW8lEolsrOzRSuqUaNGDVy+fBmxsbFo0KCBKH0WJOZSXyA/+64sVZCZfUdU8oqoqlLNnUiLmXdEREREJAqJRGIxRRKKYqmZgaaiUqkQGBiIW7duISYmxtzD0XFwcChTAKsspFIpfH19cf36dTx9+lSUPgsSe05nZWWVOROS2XdERKTF4B0RERERicbSA2RVpXiFloODA+rUqYPY2FjEx8ebezgA8gNizs7OovXn4uICR0dHXL582SRLhE2RfVcW2uw7raioKFHHQURE1oPBOyIiMonZs2dDEAS88cYb5h6KqNLT09GmTRtIpVIcPXrU3MMhsjhyudwiCiQURyaTWfT4TMHZ2Rm1a9fGlStXkJiYaO7hAMj/PYi1/50gCKhVqxYePXqEO3fuiNJnQRKJBHK5XLT+yhq8A5h9R0RE+arWOxciK5WQkABBEPT+qVQqNGzYEJ988glu3bql137dunWF2j//b+TIkUaPq+B5li1bVmy7AQMG6NolJCQYfV5zKepxnDNnjrmHZZFOnDiBhQsXokOHDli3bp3efSdPnsTYsWPRrFkz2Nvbw8bGBv7+/vjPf/6DBw8eFNlfVlYW5s+fj/r168PW1haurq7o3bs3zp07V+wYNm/ejDZt2sDBwQH29vZo06YNNm/eXOrYz5w5U+LvVqVSYffu3ahVqxaGDx+OR48eldonUVXD7DvL4+7uDl9fX0RERCApKcncwwGQ/3sQq5CIra0tvLy8EBkZaZLiFWIG7/Ly8pCTk1Omtsy+IyIigAUriKyKv78/+vXrB41Gg6dPn+Kvv/7CZ599hu+++w6HDh1Cq1at9Np36NABLVq0KLKvli1bijq2RYsW4b333iv05jY2NhY7d+4U9VzmMmnSJDx58gSrV6/W/S5efvllcw/L4mg0GowePRoqlQobN24stFfQrFmzcOTIEbRs2RJvvPEGBEHAyZMn8e2332L37t04d+4cPDw89Pp77bXXcODAATRr1gzvvPMOkpOTsWvXLhw6dAgHDx5Ehw4d9M7x6aefYvr06fDx8cHgwYMhCAL++OMPDB06FLdu3cK0adP02sfFxeHrr7/G7du3cfDgwVKv0cPDAz/++CM6deqEWbNm4dtvvzXiESOqfGxsbEQrSGAKgiBALpeXOYBSWXh5eSE3NxdhYWEICgqCm5ubuYcER0dH5OTkIC8vz+i+vL29kZycjGvXrqFhw4YijO5/BEGATCYTLTCYlZVV5oBg/fr1kZCQAI1Gg8TERDRs2BCOjo6ijIOIiKwDg3dEVqRBgwZYvHix3m0LFizAzJkzMXr0aISHh+vd17t3b0yePNnk43rllVdw+PBhbNiwAW+//bbefYsWLYJSqUSTJk1w+vRpk4/FlBYvXoyEhASsXr26yN8F5duxYwciIyMxb9481KhRo9D9//73v7F69WrUrl1bd5tGo8GoUaPwww8/4JtvvsGnn36qu2/r1q04cOAAhg4dig0bNuiWu128eBFt2rTB2LFj9aqR3bp1C3PnzkWDBg1w8uRJ3b5KqampaNOmDWbPno1hw4bpjS0xMRHLly836Do7duyIvn37Ys2aNZg+fTq8vb0NOp6oMtMuM7TU4JggCLC1tbXY8ZlS9erVkZubizNnzqBt27aiLV0tL+3+d8nJyUb3JZVKUaNGDcTHx6NWrVqws7MTYYT/I5fLRQveZWdnQ61Wl2kJNyvPEhERl80SWbmPPvoIdnZ2iIiIQEpKSrn6mDNnDgRBQMeOHct1/ODBg1G7dm18/vnnet+cJyUlYcOGDRg9enSR3+6r1WoMHz4cL7zwAjw9PSGXy+Hi4oKOHTvil19+KdR+5MiREAQBp0+fxvLly/HCCy9AoVDoBWH27NmDrl27wtnZWbe0+I033ihTNpUxFi5cCEEQ8N///rfI+7/99lu95cXJyckYOHAgGjVqBDc3N8jlcnh4eKB79+5F7qPWsWNHCIKA2NhYzJgxA/Xq1YONjQ1q1qyJuXPnQq1WFzomJSUFU6ZMQUBAAGxsbFCtWjUMHToUsbGxeu0CAwOhUCjw8OHDIsfeokUL2NjYFHv/85YsWQKZTIYxY8YUef/o0aP1AndA/gfpsWPHAkChIPRPP/0EID+bruCHnBdeeAGDBg1CVFQUzp8/r7t969atyM7OxrRp0/Q2RHdycsJHH32E7OxsbN26Ve8cHTt2hEajgUajwfbt28t0nQDw3nvvITMzE99//32ZjyGqKix96SwA0ZZsWhPt/nCOjo44ffo00tLSzD0kyOVyODg4iNKXq6sr7Ozs9L7UEYtEIhGtSi7Ave+IiKjsGLwjsnJyuVy37CI7O9ssY5DJZJg8eTKuX7+Obdu26W5fsmQJgPzlpkVRq9XYtm0b7Ozs0L17d4wbNw49e/bElStXMGDAAKxdu7bI4wYMGICpU6eiQYMGGDNmDLp27QoAWL16Nfr06YNLly6hX79+eOutt+Dl5YXt27dj1qxZ4l70c0aOHAmpVFpofzet9evXw8bGBkOHDgUAPH78GHv27IGnpydee+01jB07Fh06dMCJEyfQtWtX/Pnnn0X207p1ayxfvhytW7dGSEgIsrOzMWfOnEJZYykpKXj55ZexePFiuLq6YuTIkXjxxRfx888/o2XLlrhw4YKubUhICHJycrBp06ZC54uMjMT58+fx2muvwd3dvdTH4fHjxzhz5gxeffXVMrUvKDMzE0B+1cCCzpw5Ax8fH/j6+hY6JigoCAD0sjrPnDmjd19p7Y3RtWtXeHh4YO/evaL0R1SZWHrhCiD/9UsbEKlKBEGAv78/bG1tcerUKd3zrzmpVKpC2yyUhyAI8PX1RVJSEu7fvy/CyPSZK3jHve+IiKo2LpslsnLHjh1DSkoKfH194enpqXffnj17ityUumXLlhg0aJDu/93d3VGvXr0igyNlFRISgnnz5uHTTz/F4MGD8fTpU3z//fcYOXIkfHx8ijxGJpMhJSWl0Mbht2/fhr+/PxYtWoS33nqr0HH16tXD+vXrCy3JnDdvHhwcHBAVFaWX6Xf37l2T77tXvXp1dOvWDfv27cOlS5fQtGlT3X1RUVEICwvDkCFD4OrqCgDw8/NDSkpKoQ8qZ8+eRevWrfH111+jS5cuhc7Tv39/LFq0SJdRNnHiRDRo0AD//e9/MX78eF27jz/+GNHR0Zg3bx5mzpypu/3gwYPo3bs3RowYgUuXLkEQBIwYMQIzZszA+vXr8f777+udb/369QCAd955p0yPw5EjR5CXl4eBAweWqX1B2mzLtm3b6m57+vQpkpOT0aRJkyKP0c4t7VKigj8Xle1ZVHtjyGQy9O3bFz/++COSk5MtYv8oIkshCIJV7H2nUqnw7Nkzcw+lwkkkEtSpUwcxMTE4deoU2rZtK0rwrLwEQYCjoyOSk5Oh0WiM6svOzg4eHh6IjIyEu7u7qEFkqVQKiURSZMa7odRqNXJycrj3HRERlYrBOyIrpFarkZycjCNHjuDDDz8EkB+4et6xY8dw7NixQrePGDFCL3g3fvx4vcBPedja2uLDDz/EtGnTsGvXLsTExCAtLQ1Tp04t8TilUons7GyEhYUhJiYGjx8/RmpqKhwcHHD9+vUij/niiy+K3EtNGwx7Phjo4+ODcePGlf/iyujtt9/Gvn37sG7dOnz99de627UBsIL7AWq/uX/27BnOnTuH69evIyUlBampqZBKpcVe+2effaa3FLRu3bqoU6cOrl+/rvsAkJOTgw0bNsDPzw8zZszQO75bt24YPHgwfvrpJ5w+fRpBQUHw9vZGjx49sGfPHr3AY15eHjZt2oRatWoVGUgsSlxcHACgefPmZWqvFRERge+++w7Vq1fXq4T89OlTAPkZB0VRqVQAoLd8qKRjimpvrObNm2PNmjWIj49n8I7oOZYevAOqbvEKID8QFRgYiOjoaJw5cwZBQUGiZpYZSiaTwcnJqdzbgBRUo0YNXL58GQkJCfD39zd+cAUoFArRshUNKVzBve+IiKouy17LQER6/vjjDwiCAKlUCk9PTwwePBhpaWlYsWIFRowYUaj9okWLdPt4FfxX3NJOY40ZMwZOTk6YP38+lixZgsGDB5f6hvmLL76At7c32rZti5CQEEyaNAnz5s3Do0ePDP4g1adPHzx69AjNmjXDnDlzsG/fPjx48MCYSzJI37594e7ujk2bNuk2tFar1di4cSP8/f3RuXNnXdvs7GxMmTIF1apVQ6dOnfDuu+9iypQpWLBgAfLy8gxaAu3m5oa8vDxdQOrq1atIT09HUFBQkcvBtJltzy+dBf4XaASAQ4cO4e7du3jrrbfKnLWgfbxr1qxZ5vEnJCSgd+/eUKvV+Pnnn/U2GNdmXxT3YVJ7f8HrLOmYotobq3r16gBQoXONyFpoC1dYMm2GYFUlk8lQr149pKenIywsTJSMMmPY2toW+hKuPORyOXx8fBATE2PQ8tSykEgkomXzaQtXlBX3viMiqpoYvCOyIv7+/pg0aRKmTJmCefPmYevWrUhMTMR7771n7qEBABwdHTFu3DicP38eSUlJ+Pjjj0tsv2jRIkybNg0qlQrffPMNzp49i6SkJGRlZaFRo0YGn/+HH37Af/7zH/zzzz+YO3cuevbsiWrVquGVV15BTExMeS+rzORyOYYPH4779+9j3759AP4XAAsJCdELGH344YdYvHgxfH19sXLlSoSHh+P+/fvIyckxuDqe9oOxNjCVmpoKAMVu/q1dYlMws6F3797w9PTUCzyuX78eEomkyKXLxdH2WdZriI+PR8eOHXH//n1s374dwcHBevdrr6G4zJ309HQA+ll2JR1TVHtjaa9VjEwRosrIGgJjgiCIEjCyVgqFAvXq1cPjx48RHh5u9LJVYzk4OEAqlRrdj6enJ2QymejvAbTZmmLh3ndERFQaBu+IrEiDBg2wePFifPnll5g5cyYGDhwIJycncw9LzwcffAClUom+ffuWGoBbsWIFFAoFTpw4gQ8++AAtW7ZEtWrVyr3njkqlwtKlS/Hw4UOEhYXh+++/R/fu3XHkyBH07NlTF5QyJe3SWG0G2/r16yGVSvWWgubk5OCHH36Ap6cnTp8+jVGjRqFZs2bw8PAQZbmSdk4Utd8hkL8HIAC95bfawOM///yD/fv3IzU1Fb/99hu6du1q0F6I2j61QbKSXLhwAS+//DIePnyIXbt2oW/fvoXaODo6wtXVFYmJiUX2cfPmTQDQq16r/fnWrVtlam8sbaXGgo8nEf2PNRSuAPIz0MQIGFkrW1tbBAYGIikpCZcvXzZrAE8ikYiyl5tEIkGNGjVw8+ZN0avqSqVS0bK4Dc0MZPYdEVHVY/nvpIjIqnh4eODq1atlWpqblJSEGjVqGFUooyhyuRzNmzfH6NGjsXfvXnTt2hXx8fG6/dhMqVGjRmjVqhV2796NGzdu4LfffkP37t11SyuB/Iqs2dnZaNy4sUk2mq5fvz5UKhXCwsKKXH578uRJAMBLL72kd7s28Lhu3Tps27YNmZmZZS5UoeXh4QEAuHfvXont9u3bhw4dOiAvLw9HjhxB9+7di23bunVr/PPPP4iMjCx035EjRwAArVq10mtf8L7S2hvr9u3bAFCoYAwR5bOmZalVOfsOyM8kDgwMxK1btyokY70kNjY2BmeiF8XZ2VlXzEpMYmbfaQtXlBWz74iIqh4G74gI3377LerXr48333xTlP58fX3LlIVUt25dJCYmIiEhQXebWq3Gf//732ILNhTnyZMnGDJkSKEAXU5ODh48eACJRKKr9AoAubm5mDt3LubMmSP6m96QkBBkZ2dj0KBByMjIKBQA8/T0hJOTEy5duqRb4grkf/M+Y8aMMmWtlUQul2PYsGG4e/duoUImBw4cwG+//YaGDRsW2uS6QYMGaNOmDXbv3o1vv/0WHh4eeO211ww6d0BAAAD9/fSet3TpUvTp0we+vr44c+ZMqYG0oUOHAgC+/PJLvUyQS5cuYf/+/ahbty5atmypu33gwIGQy+VYvny5rngFkD9Hvv/+e8jl8nJVwy1OWFgYBEEQNZuPqLKxluCdNQUaTcXBwQEBAQGIjY1FfHy8WcdiZ2dndDakIAioUaMGkpKSkJycLNLI8omZqcnsOyIiKgmrzRIRHj58iJiYGHh5eVXoeT/66CMMHToULVu2RN++fSGTyXD06FHcvHnT4DfE2mIHO3bsQHBwMBo1aoTs7GyEhoYiNjYWEydO1GWFAcC5c+cwZ84cKJVKfPDBB2U6x+TJk3VvjqOjozF58mR069YN3bp102s3ZMgQTJw4EefOnUO1atXQu3fvQn1NnToV06dPR9OmTdG9e3fk5ubiwIEDSE1NFWV52WeffYZjx45h4cKF2L9/P5o3b45bt27h4MGDsLe3x/r164tc7vP222/j9OnTuHTpEiZOnGhwVkHnzp0hlUrxyy+/YPDgwYXuv3XrFt5//31IpVK0bdsWy5cvL7KfwYMHo0WLFgDyH8+1a9diw4YNusp6ycnJ2LVrF/Ly8rB8+XK9a9FW2Z09ezYaNWqEHj16QKPRYN++fbh9+zbmzp2rl7EA5H/w2bp1KwDg8uXLAPIzFBcvXgwA6NGjR5HLwLOzs/H777+jefPmrDRLVAKJRAKFQmFQMR5zkcvlyM7ONvu+b+bk4uKC2rVr48qVK1AoFEVWeK8IEokETk5OePTokVH92Nvbw9XVFVFRUQgODhZtuau2IIsYlYq1hSvK+h6AlWeJiKoWBu+oyomLiytxL7ailuaRabzxxhvIy8vD559/jk2bNsHDwwOvvPIKdu3ahQEDBhj0u3BycsKvv/6KLVu24OTJkzhx4gRcXV1Rv359fPbZZ+jfv79e+9DQUAD5gaGy7lX21Vdf6X6Oj4/HV199BXt7+0LBO0dHRwwYMAAbNmzAiBEjitzHbtq0abC1tcXy5cuxfv16+Pj4oF+/fpg2bRrq1atX5usujqurK06dOoUFCxbg119/xdq1a+Hs7IyBAwdizpw5xZ5j0KBB+OCDD/Ds2TODl8wC+R/4WrdujT179iA1NbXQnozainp5eXlYvXp1sf00btxYF7yTSCTYvXs3Pv/8c2zZsgWrVq2CnZ0d2rdvj5kzZyIoKKjQ8bNmzYKfnx++/fZbbNy4EYIgoFGjRli4cGGRGaZxcXGYMmWK3m2HDh3CoUOHAADu7u5FPm/88ccfePz4MXr27FnKI0NENjY2VhG8EwQBKpUKz549M/dQzMrd3R25ubkIDw+HXC5HtWrVzDIOhUIBOzs7o38fNWvWxKVLl3Dv3j34+PiINLr8vRLFCN4B+QE8W1vbMrevX78+EhISoNFokJiYiIYNG5pkOw4icynpM1tcXJxuxQdRVSBoqvLXilTlNGrUqNQnegbvqoZu3brh0KFDOHfunC5IROLYvn07Bg4ciC+++AJTp04193BMql27dggLC0N8fDy8vb3NPRwii5eamoq8vDzR+jt69KguW6lTp06i9avRaJCdnW0VwUZTu337NpKSkhAUFGS2DGONRoPk5GSjC0/dunULT548QefOnUUtopKVlSVKUSypVGpwIbKwsDBd9l3NmjWZfUeVSlmCd/zsRlUFg3dUpWhfAPgkX7Xl5OTA2dkZjRo1wtmzZ809nEpHo9GgadOmuHnzJq5evSpqhoMl2bhxI4YPH47x48dj2bJl5h4OkVXIzMw0el/PgkwVvAPyn8uePXtWpZfPAvmPQ0JCAlJSUtCuXTvY29ubZRzZ2dlGL5/Nzc3FpUuXUL9+ffj7+4s0svxs8szMTFH6cnR0NKjyfFpaGvbv36+bp6+++iqz76hK4Oc6qmpYsIKIqpyzZ88iPT0dY8aMMfdQKiVBEPD9998jPT0dY8eOrZQffO/evYvJkyejRo0amDt3rrmHQ2Q1rKkYhHb5bFUnCAL8/PxgZ2eH06dPG1xYQSza5bPGkMlk8Pb2RkxMjGhLXYH8jDmxMvkMfXxZeZaIqGpg8I6IqpyjR4/C2dm5yIIKJI62bdtixowZ+P333/HRRx+ZeziiSk1NRa9evfDgwQNs2LBBr4oxEZXM2qq5CoJgcOGeykgQBAQEBEAQBJw5c0aUJaLlIUb12WrVqkEqlSI2NlakUeVTKBSi9JOVlWXwl16sPEtEVPlx2SxVKUyvJiIiMq/c3FzRggumXDarpdFokJaWZpK+rU12djaio6Ph4uKCli1bila11dAxGLt89uHDh0hISECXLl0MKhBREo1Gg4yMDFGyze3s7AwOcnPvO6pq+LmOqhpm3hERERFRhZHJZAbt6WVugiAYvVyzslAoFKhbty4ePnxotg/MCoXC6OXMbm5usLW1FTX7TswszfIsTWb2HRFR5cbgHRERERFVKGtaOgtw+WxBKpUKderUwY0bNxAfH2+WMdjb2xu1x5wgCKhevToSEhJELaAiVlA6NzfX4KrM3PuOiKhyY/COiIiIiCqUQqEwy5LL8tLu1WdNYzYlR0dH1K5dG1euXMG9e/cq/PwSicToiqrOzs6ws7NDTEyMSKNi9h0REZkOg3dEREREVKEEQRBtr7GKwuqz+tzd3VG9enWcP38eKSkpFX5+W1tbozI4tdl3iYmJePr0qWjjEiv7rjyFK5h9R0RUeTF4R0REREQVztqWzgLWVy3X1Hx8fODi4oKzZ88iMzOzws9vbPado6MjHB0dcfXqVZFGlJ8VaGxFXCC/AEZOTo7BxzH7joiocmLwjoiIiIgqnEQigUKhMPcwDKJdFmnMfmuViSAIqF27NmQyGc6ePWvwPm3GkkqlcHBwKPfx2uy7e/fuiZo9aM6ls8y+IyKqnPjOg4iIiIjMwtqWzgJcPvs8iUSCOnXqID09HREREQYv9TSWSqUyaqmqg4MDXFxcRM++EyPAm5OTA7VabfBxzL4jIqp8GLwjIiKyUiNHjoQgCAgLCzP3UESxdu1aCIKAjh07Ijs729zDEY1arcbrr78OQRCwfv16cw/HoshkMlGWGFY0a9yzz5QUCgXq1q2Le/fu4fr16xV6bkEQjF4+W716ddy/fx/JycmijYnZd0REJCYG74isTHh4OEaNGoV69erBzs4Otra2qF27NgYOHIgtW7bofeCdM2cOBEEo8d+cOXOMHlPB8+zevbvYdi1bttS1s2ba692xY0exbcaPHw9BEBAaGmqycYSFhUEQBIwcOdJk57BWv//+O4KDg6FSqeDu7o5u3brh5MmT5e5PO2+lUikuX75cbJuOHTuW+xxV3fXr1zFhwgQ0aNAAv/32m95yyitXrmDSpElo1aoVnJycoFAoULNmTYwcORLx8fFF9qdWq/Htt9+iWbNmUKlUcHJyQufOnXHgwIFix3DgwAF07twZTk5OUKlUaNasGZYtW1Zq5sutW7dgY2NT7N+iRCLBli1b0LJlS4wfPx5xcXGlPyBViLUGwaw18GgqdnZ28Pf3R3R0dIVXoFUoFFAqleU+XqVSwdXVVdTKs2LNjfIE7wBm3xERVTbilEMiIpNTq9WYNGkSlixZAolEguDgYHTp0gW5ubmIjY3F77//ju3btyM4OBjHjx/XO7ZPnz4IDAwsst+XX35Z1HEuXLgQffr0KXT74cOHK012EFm2nTt34l//+hecnZ3xxhtvICUlBb/99htCQ0Px999/o1WrVuXq19XVFY8ePcLHH3+MPXv2iDxqmjBhAjIyMrBx40Y4Ozvr3bdkyRKsWbMGTZo0wYABA2BjY4MLFy5g/fr12LVrF06dOoV69erpHfPee+9h9erVqFOnDkaOHIn09HTs2rUL3bt3x+bNmzFkyBC99ps3b8awYcPg7OyMfv36QaVS4dChQ5gwYQIiIyPx/fff67V//PgxZs2ahaSkJBw8eLDUTEGlUomNGzeiSZMmeP/99zmHClAoFEhPT6/w5ZbGEgQBSqUSaWlp5h6KxXB1dUX16tVx4cIFBAcHw8nJqcLObW9vj8zMzHLPIx8fH1y5cgXJyclwc3Mzejza7LvyFJ0oSK1WIycnx+BMPm323Y0bNwDkZ9+1adPGqLEQEZH5MHhHZCVmzJiBJUuWoF69eti+fTuaNGmid/+DBw/wxRdfFJnp9eabb2LAgAEmH+Mrr7yCw4cP4/Dhw3jllVf07vviiy/g6+sLW1tbXLt2zeRjoaprwYIFEAQBJ06cQMOGDQEA33zzDSZOnIiNGzeWO3jXpEkTODg4YM+ePfj7778RHBws5rCrtHPnzmHfvn0ICQnBSy+9VOj+Tp06YcKECWjatKne7fPnz8esWbMwd+5cbN68WXf76dOnsXr1anTs2BH79+/XVQe9ffs2XnrpJUyYMAF9+/aFnZ0dACAtLQ0TJkyAh4cHzp8/jxo1agDIz3jp3r07Vq5ciZCQEL25k5qaim+//dag6wwMDMR7772HpUuX4sKFC0Vea1WkXYKakZFh7qEYTBAE2NnZ4dmzZ+YeisXw8fFBRkYGzp49i/bt21dYdV5t8YryZpgVzL4T64tNmUxmdPAOyH8uKs8y3Pr16yMhIQEajQaJiYlo2LCh0UuMiYjIPLhslsgKxMXFYdGiRXBwcMCBAwcKBe4AwMPDA4sXL8Yvv/xS7vNo988q7zLM8ePHw8HBAQsXLtS7PTw8HIcOHcLkyZOLfPOZnJyMgQMHolGjRnBzc4NcLoeHhwe6d++Oo0ePFmrfsWNHCIKAxMREfPrpp6hfvz7kcjnatm2ra7NhwwYEBwfDwcEBDg4OaNq0KUJCQnD27NlyXZtYJk6ciBYtWsDb2xtyuRyOjo5o3bo1Vq1aVahtweW5W7ZsQVBQEGxtbWFnZ4elS5eiZcuWAID169frLYXWBnC1v8+//voLCxcuRP369WFjYwM/Pz98+umnUKvVuH79Ot5++214e3vDxsYGTZs2xb59+wqN5ccff0T79u11AVilUokGDRrgk08+KZR1EhoaCkEQMH78eBw6dAi9evWCs7MzlEolOnfuXOSyU0EQ0LhxY8TExCAkJAQ+Pj6wsbFB48aNDZ7Tt2/fhpubmy5wB0AXJDH2Q+Snn34KiUSCadOmlfmYtLQ0zJ49Gw0aNICtrS2cnZ3RrVs3HDt2TK9dQkICBEFA7969C/VR0n1FCQ8Ph5OTE9zd3XHlyhUAwLp16yAIAhYvXlyofXH3aX8v0dHRGDZsGDw8PKBSqfDyyy/rMnx//fVXdOzYEfb29nB0dMSAAQNw//79Mo1Ta8mSJQDys++KMnTo0EKBOyD/OUd7vQX99NNPAIC5c+fq/c5r1KiBsWPH4uHDh9i/f7/u9n379iE5ORnjxo3TBe6A/Pkye/ZsvT61/Pz8oNFooNFocO7cubJeKt577z0AwH//+98yH1MVVFSAxxQEQbC6qrmmpK1AK5FIEBYWVq6CC+WlVCqNKl7h4+ODhw8firb3nUQiEWX5bHZ2drkyCrn3HRFR5cHgHZEVWL9+PXJzc/HOO++gVq1aJbYt7X5TcnZ2xnvvvYejR4/i1KlTutu/+OILeHp64p133inyuMePH2PPnj3w9PTEa6+9hrFjx6JDhw44ceIEunbtij///LPI44KCgvDVV1+hdevWGDt2LIKCggAA06dPx4gRI3Dnzh0MGTIEw4YNg52dHdatW4evv/5a/As3wK+//gqNRoPOnTtj3Lhx+Ne//oU7d+5g9OjRuiDB8z744AOMHDkS1apVw+jRo/Haa6/hhRdewLBhwwAAjRo1wqRJk3T/atasqXf866+/jkWLFqFly5YICQlBRkYGpk+fjtdffx1NmzbF4cOH8dprr+Hf//43oqOj0a9fP9y5c0evj6NHj+Lu3bto3bo13n33XYwYMQIKhQKfffYZevfuXeSHis2bN6Nbt25ISUnB8OHD0b59exw9ehQ9evRAZmZmofY3btxA06ZN8ddff+G1117DwIEDce3aNQwcOBCXLl0q82Pcpk0bPHz4UC8IeejQIQBA//79y9xPUZo0aYKhQ4fixIkTJe7vqPX48WO0bdsW8+bNg7e3N0JCQtCjRw+cOXMGr7zyCnbt2mXUeIoSExODV199FRKJBIcOHULjxo2N6u/GjRto1qwZLl68iIEDB6Jnz544deoUevTogV69emHAgAGQSCQICQlBw4YN8csvvyAkJKTM/avVahw4cACNGjXCCy+8YNDYtPPIxcVF7/YzZ85AIpGgdevWhY7RPk+cPn1ar33B+wpq3bo1BEHQa2+MBg0aoFmzZti/f7/VLRM1JYlEYrUBPG3wTozqopWFVCpFnTp18OTJkwoNGBlbvMIUe9+JVbiivEV8uPcdEVHlwGWzRFbgxIkTAIDu3buX6/gNGzYU+cGzW7du6Natm+7/vb29Ua9ePXh7e5dvoMjPLFu6dCkWLlyIPXv2ID4+Hjt27MCCBQuK3Uzaz88PKSkphTIXzp49i9atW+Prr79Gly5dCh3Xtm1bfP/993of3NPT07F48WIEBATg8uXLeueMjY3VPZZiKO5xBVDseaKioqBSqfRuS01NRYMGDfDNN99g5syZhbIGPDw8cPDgQb1MMiB/c/CNGzeiRYsWRWZTaXXq1Anff/89PDw8AADvvvsumjdvjj/++AOffPIJZs6cqXvsX3zxRUyePBk//vgjZs6cqetj5cqVhcat0WjQp08f/PHHHzh37lyh5aj29vbYvHmz3rwdMWIENmzYgF9++QVDhw7Va69Wq/H5559jwoQJukyFzp07IyQkBMuWLcPq1auLvcaCli1bhitXruD111/H5MmTkZaWhjVr1mDFihVo06YNkpKScPXqVQQEBBQKdJbFvHnzsHXrVnzyySfo1atXiR/YJ0yYgKtXr+LgwYPo2rWr7vZ79+6hWbNm+PDDD9G3b1+Dx1CcW7duoWvXrsjMzMShQ4fw4osvGt2nWq3G119/jbFjx+o+AE6YMAHLli3D5cuXcejQId0y+dzcXLRq1Qp//PEHbt26BV9f31L7Dw8PR3JycrFZdyXRZmUWzLoF8gOOdnZ2RQaDfHx8dG0KtgdQ5D5XSqUSLi4ueu2N1b9/f8ycORMRERGi/I4qC1tb23Jvzm9ugiBApVJx/7sCbGxs4O/vj5iYGDg7O+tltZqStnhFeZdhi733nUQigSAIRgfrs7KyyhXg5t53RESVA4N3RFZAW7WtPIEGAMVmCNnb2+sF7z777DN89tln5TqHlpeXF9566y18//33iIiIwKpVq2Bvb4+xY8cWe4w2WPXs2TOcO3cO169fR0pKClJTUyGVSnH9+vUij/vuu+8KZdxkZGQgOzsbtra2hd7k1q1bF3Xr1jXq+goqS+bV81QqFdRqNS5cuICoqCg8evQIqampsLW1xb1793D//n1dcEFr+vTphQJ3hvj44491gTsgfwmpNjNh/vz5em07deoEID/Q+fy4tbeHh4fj/v37SE1N1e3zdP369ULBu759+xYKOPfo0QMbNmwoct/DgIAAfPjhh4XaAzBon0RfX1+MHTsWU6dOxaJFi6DRaHD06FHdHnX79+/HW2+9hW+++QYffPBBmfvV8vPz0+1btnHjRrz55ptFtnv48CG2bNmCkSNH6gXugPxAef/+/bFixQrExcUhICDA4HE878GDB+jWrRuSk5Oxf//+IrPOyiMgIADjxo3Tu61jx45YtmwZ+vXrp7e/pUwmQ3BwMMLDw3H9+vUyBe+0lVebN29u0Lhu376NefPmwd7eHu+//77efU+fPoW7u3uRx2nncsHsk6dPnwLIf04s7ph//vnHoPGVRHut169fZ/CuAKlUKsoG/+aiDeClp6ebeygWw8nJCTVr1sTFixfh6OhYYfutGVO8Quy977SZmcYGpnNzc5GXl1euZbjc+46IyPoxeEdkBYz9tnb79u0VUrBCa8qUKVi9ejWmTJmCEydOYOLEiSW+SczOzsb06dOxYsWKIjf9NmSpiJubG4KCgnDq1Cm0aNECAwcORMuWLdG8efNCFSyNVdLjOn78eHz33XeFbl+3bh2mT5+Ou3fvFnlceZfFGMrR0RGPHz8udLu2MuDz950+fRrjxo3DhQsXiuyvrOPWZjE8evTIJO0B4P3338fatWtx7NgxZGdno1+/fvjXv/6F3bt36wW0ng+SGmLGjBlYu3YtZs+ejcGDBxe539W5c+eQl5eHNWvWYM2aNcX2de/ePaODd0+ePMGrr76KmzdvYs+ePWjXrp1R/ZVGO0/y8vKKva+o+VWUBw8eADDsy4lHjx6hZ8+eugDp8xk9Go2m2H2vtM+n2izCgreVdEzB9saqXr06gP9dO/2Pra2t1QbvgPwsK4VCUWHP5dbAy8sLaWlpOHv2LDp06CDaMtKSSKVS2Nvb6wLzhjJF9p0YsrKyCmXBlwWz74iIrB835yCyAtWqVQOQvyTOGvj7+2PQoEH4888/IQhCqdlNH374IRYvXgxfX1+sXLlSl9mVk5OjqwZpiF27dmH48OGIjo7Gxx9/jC5dusDDwwP/+te/dFmM5rB9+3a89dZbyMjIwIIFC3DixAncuXMHmZmZ6NWrV4WOpbhv7rW3FwwY37hxA127dkVERATGjh2LAwcOID4+Hmlpafjyyy8NOq/2Q1tZA9KGtv/rr7+wdOlSTJo0CcHBwejcuTP++usvyGQydO7cGbt379YFlerVq2fQ2Avy8PDAxIkTkZCQgBUrVhTZRhtwbNeund6ehM//M2aZutbIkSMRHh4OBwcH1K5d2+j+SlNS5kdRc6gkKSkpAFDmv/WHDx+iS5cuuHz5Mr799lsMGjSoUBsHB4dil8xps6IKZtk5ODgAQInHFJeVVx7aa9VeO/2PXC4XZYN/c+H+d4UJggB/f39oNBpcuHChwvZ6VKlU5Z5LYu99J5FIRAlalrdwBcC974iIrB0z74isQJs2bXDs2DH88ccfePXVV809nDKZNm0atmzZgnfffbfY5WsAkJOTgx9++AGenp44ffq0KMs43N3dsWHDBqxcuRIRERE4d+4ctm3bhp07d+Lhw4f466+/jD5HeWiDPPv27RNtSWNF+Omnn5CWlobPP/8cH330kd59YmYjieHAgQMAgBYtWuhue+GFF3Dq1Cl0794d/fr1g6+vL/z9/Q0ujvC8SZMmYfny5Vi4cCHefvvtQvdrA0ItW7YscU9CLe1jmZuba/BY1Go15s+fj5kzZ6J79+44efJkob87Y/o3JW1GbFmWGt64cQPdu3dHfHw81q5dW2xl7Nq1ayMiIgJpaWmFgm43b97UtSnYHsj/gqRRo0Z67Z88eYKUlBRdxWIxaPdFEzsbuLKwtbUtMgvbWnD/u8K0BSyioqIQGxuLwMBAk59TEAQ4ODiUO0gudvadTCYzOqtUrVYjNze3XIFAZt8REVk3fi1IZAWGDRsGQRCwZs0axMfHl9g2OTm5gkZVsiZNmiA2NhYLFy4ssd3jx4+RnZ2Nxo0bi77/ilKpRFBQECZMmIDjx48jMDAQf//9d5GVTitCUlISpFJpob3hyku7xM/Uy7OSkpIAQJS9f0xNm1WnDdBo1apVCydOnEDz5s1x48YNUT6wODg4YMaMGXjw4AG++uqrQvdr9zX7/fffyzTnXF1dARi2RFjrp59+wowZMzB//nzExsaid+/ehYJh2v0hy9O/KWn3YywtK/bcuXMICgrC7du3sXPnzmIDd0B+hVi1Wo1jx44Vuu/IkSMAoPd3qA2ma+8r6OjRo9BoNKL93QL5+/UBgKenp2h9ViYKhcLivhgwlDaAR/+jVCpRu3ZtXL16FQ8fPqyQc9rY2BS5rUFZqFQquLi4FNoDtrwkEokoGZnG7J3H7DsiIuvF4B2RFWjcuDHGjBmD9PR0dO/eHeHh4YXaPHv2DJ9//jmGDRtW7vN8/PHHqF+/Pj7++GNjhqsTEBBQ6lI4T09PODk54dKlS0hNTdXdnpWVhRkzZhi88XdUVBTGjh2rCzhpPX36FE+ePIGjo6PeG/mHDx9izpw5mDNnTrH70Imlbt26yMvLw6lTp/Ru37x5c7mq4Gr3bDt16pRJKzRqi3wcP35c7/awsDCsXbvWZOctD21Ris8//1wXINFKTEzE3bt3UaNGDWzevBmzZ882+nzvvfce/Pz8igzeVa9eHb1790ZcXBzGjRtXKID3+PFjfPLJJ7r/d3BwgJeXF8LDw5GYmKi7/dGjR6WOVZvlN2PGDLzzzjs4c+YMBg8erLcnnXaZ8P79+/WyPyIjI4td+lsRtPv9FbefIpC/5LxDhw6QyWT466+/0Lt37xL71FYy/vrrr/Wu9c6dO9i0aRNcXFx0xVCA/MIoLi4u2LBhg14QMTs7G0uWLAEAvPHGGwZfW3HCwsIAQJRCJZWRIAiwtbU19zCMJpFIylUdtDJzdXWFp6cnzp8/XyFfpGmz78rL29tbV6BJDOZeOqvNvtOKiooyejxERFQxuGyWqpy4uLhCy6IKioyMrMDRlN2SJUuQlpaGDRs2oHnz5ggKCtIt+7tx4wb+/vtvpKWloW/fvuU+x7179xATE1Ph+8JNnToV06dPR9OmTdG9e3fk5ubiwIEDSE1NNfhb6uzsbKxYsQLr1q1Dhw4dUKdOHTx79gwHDx5EUlISli5dqtfnoUOHMHfuXNSoUQMzZ84U+9L0TJkyBbt378arr76K119/HY6Ojjh58iQuXrxYrg8Xnp6eaNeuHY4fP46goCC0bNkSt27dwpdffokmTZqINu4RI0bgiy++wIwZM3Dy5EnUrl0b165dw+HDh436UGQKgwcPxvr163Hw4EHUq1cP3bt3h4+PD65evYqjR49i0KBB+PHHHzFw4EDMmzcPEonEqCCeQqHAvHnziq04u3r1anTo0AE//vgjDh06hLZt28LNzQ1xcXEIDQ1FZmYmPv30U137iRMnYurUqQgODkafPn2QmpqKP/74w6AxrVixAnfu3MHu3bsxduxYrFy5EkB+8K5nz57Yu3cvgoOD0aZNG8THx+PAgQOi7udmqBdffBFubm745ZdfMG3atCLbDBo0CBqNBu3bt8eWLVuwZcuWQm26deumq57dtm1bvPXWW1i7di2aNm2KTp06ISMjA7t370ZycjLWrl2rN3cdHBzwzTffYOTIkWjatCn69OkDW1tbHD58GNeuXcNbb72lCwxrPXnyBKtWrQLwv0y6yMhI3RLpl19+udhs1W3btsHT0xPNmjUz7MGqQmxsbIrdg9BaaPe/01YJpXy+vr6Ijo7GhQsXEBQUZPIsS7lcDqVSWa75ZG9vDycnJ8TGxuptx1BeYu3nmJWVVe4ANyvPkjUp6TNbXFwcvwSjKoXBOyIrIZfLsX79erz55pv44YcfcPr0aVy4cAESiQTVq1dH//79MWDAAL1sEmsxbdo02NraYvny5Vi/fj18fMXvUa8AAC9CSURBVHzQr18/TJs2zeCiAo0aNcKGDRuwbds2nD17FocPH4anpyeaNm2KDRs2oHPnznrtQ0NDAQCjRo0y+SbpwcHB2Lt3L2bMmIEdO3bAyckJ7dq1w8qVKzFv3jyDgzRAfhDgww8/xJEjR3D16lX4+/tDqVSKOm5XV1f89ddf+OCDD3D8+HGcOHECL7zwAjZu3Ijbt29jypQpop7PGBKJBH/88QeWLVuG9evXY+/evVAoFHjppZewZcsW/Pvf/wYAbN26Fa+++irmzJkDiURiVOB26NChWLRoES5fvlzoPi8vL4SFhWHp0qX49ddfsXv3bmg0GtSqVQuDBg0qVGxh4sSJePr0KdasWYNVq1bBz88PEyZMQP/+/dG0adMyjUcmk2Hbtm3o2LEjVq1aherVq2PWrFkAgPXr1+P999/HH3/8gUuXLqFp06ZYtWoV1Gp1kfv2VQSJRIJXX30VmzdvRkxMTJF/89osk6KCdlr29va64B2QHzht2rQpfvzxR6xduxZyuRwvvfQSpk6dip49exY6fsSIEXB3d8eiRYuwY8cO5OTkIDAwEEuWLMH48eMLtX/06FGhuR8WFqbLqps9e3aRwbvw8HBERUXhzTfftPqloaYkkUhga2trtm0OxKTd/66iCjVYOolEgoCAAERGRuLatWtGFQ8qKzs7u3IHg729vXH16tUi99A0lDaga+x2F9nZ2eUO3nHvOyIi6yRo+E6CqhDttzeWml1HFS8wMBAJCQm4efOmKFU/ichw586dQ6tWrTBmzBgsX77c3MMxqWHDhmHTpk04f/68qEUwKiO1Wl1qsYGjR49CrVZDIpGgU6dOFTOwctBoNCxg8ZxHjx7h+vXrCAoK0u19aUppaWnl+h1oNBpER0fD1dVVlGxZtVotSlapk5NTub90TEtLw/79+3UB5VdffZXZd2R1+LmOqhrueUdEVdbdu3cRGxuL119/nYE7IjNq2bIlevbsiVWrViEiIsLcwzGZv//+G5s2bULv3r0ZuCsDiURS7mIDloYFLApzdXVFtWrVcOHChQrJsFSpVOUqGCEIAnx8fJCYmGjwPrxFkUgkomT6G7PXLfe+IyKyPgzeEVGVdfToUQDAmDFjzDwSIvrvf/8LpVKJUaNGmbQAi7k8ffoUo0aNgoODg64IBpVO7G0AzKkyBSPFUrNmTchkMoSHh5t8WbFEIin3Pq1OTk5QKpWIi4sTZSzmLlwBsPIsEZG1YfCOiKqso0ePon79+ha91IqoqqhTpw6WLVuGc+fOYeTIkVCr1eYekmhycnIwYMAAREdHY9myZdxg2wBSqVSUQIclEAQBNjY2Jt9f1ZpIJBL4+/sjOTlZtwebKdna2kImM3zLb0EQ4O3tjZs3b4ry5YJEIjF6z0u1Wo3c3NxyH8/sOyIi68LgHRFVWT/88AOio6PNPQwi+n8jR46ERqPBli1byrW8zVLJ5XIcOHAAGo0GI0aMMPdwrE55N+a3VCqVisVKClAqlfD19UVUVBRSU1NNei5BEMqdfefq6gqFQoH4+HhRxiFGUNrYQCKz74iIrEfleWdMRERERJWOXC4vV7aUJbOzszP3ECyKh4cHnJyccOHCBeTl5Zn0XAqFolzLl7XZdzdu3EBOTo7R4xBjThu7dJbZd0RE1oPBOyIiIiKyaJUt+44FLPQJgoDatWsjKyvL5JUjBUGAvb19uY51c3ODRCLBzZs3RRmHWAE8YzD7jojIOjB4R0REREQWTaFQVLq94qRSaaULShpDJpPB398fCQkJSEpKMum5FApFuR57iUQCT09PxMfHi7IvpxjBO2OXzjL7jojIOjB4R0REREQWrzJVntWSyWSVpiCHGBwdHeHt7Y2IiAhkZmaa9Fzlzb7z9PRETk4Obt++bfQYxChckZuba/RSY2bfERFZPgbviIiIiMjiyeXySlXIBGAF2qJUr14dcrkcly5dMmo/t9LIZLJyBYRlMhk8PDwQFxdn9PjEKlxh7NJZZt8REVm+yvUOiIiIiIgqJUEQKmX2nXb/O1agzSeRSFC7dm38888/omS3laS82XfVqlVDWloaHjx4YPQYxAjcGrt0FmD2HRGRpWPwjoiIiIisgkKhqHTZd1qsQPs/KpUK1atXx+XLl5GRkWGy80il0nI97jY2NnB1dcX169eNHoNEIjF67zu1Wo3c3Fyj+mD2HRGRZauc736IiIiIqNIRBKHSFnkwpgpqZeTt7Q1bW1tERESYdPlsebMevb298fDhQ6SkpBg9BksoXAEw+46IyJIxeEdEREREVsPGxqbSZt9pl9BS/mNRu3ZtJCcn4+bNmyY7j1QqLddjrlKp4OTkhLi4OKPHIEbhiuzsbKODnMy+IyKyXJXznQ8RERERVUqVOfsOyA/kVObrM4RSqUSNGjUQGRmJZ8+emew85c2+8/Lywt27d5Genm7U+cUoXKHRaJCTk2NUHwCz74iILBWDd0RERERkVSp79p1MJoNCoTD3UCxCtWrVYGdnh/DwcJMtny3v3neOjo5QqVSiZN9ZytJZZt8REVmmyvmuh4iIiIgqrcqefScIAmxsbEQJ6Fg77fLZ1NRUJCQkmOw85cm+EwQB1apVw61bt5CdnW3U+bVBW2Pk5ORArVYb1QfA7DsiIkvE4B0RERERWR0bGxtzD8HklEplpc0wNISNjQ2qV6+OqKgok1WflUgk5SoY4urqCqlUilu3bhk9BjGCtcYGEQFm3xERWSK+GyAiIiIiqyMIgtGb/FsDOzu7KnGdpalWrRqUSiUuXbpksuWzSqXS4MdaIpHA09MTN27cMDrrTYzCFWIsnQWYfUdEZGkYvCMiIiIismDl2Y+tshEEAX5+frh//z7u3LljknOUN/vOw8MDWVlZSEpKMur8YhSuyMvLQ15enlF9AMy+IyKyNAzeERERERFZMEEQyhVUqmxUKhW8vb1x5coV0TLMnlee7Du5XA43NzdRCldIpVKj+2D2HRFR5cPgHRERERGRhRMEgRl4AHx8fCCVShEZGWmS/subfefl5YXHjx/j8ePHRp/f2ACeGPveAcy+IyKyJAzeEREREZFVqyp7wkkkEqhUKnMPw6wkEgn8/Pxw+/Zt3L9/3yTnKE/2nVKphJOTE+Lj440+v7GFK9RqNXJycoweB8DsOyIiS8HgHRERERFZvapSlVUqlUKpVJp7GGbl4OCAatWq4eLFi8jNzRW9//Jm31WrVg137941uiKuGEtnmX1HRFS5VI13OURERERUqVWlgJZUKoWNjY25h2FWNWrUQF5eHq5du2aS/suTfefk5ARbW1skJCQYdW4xCldkZ2eLVpWX2XdERObH4B0RERERWT2FQiFKxpI10AZ3FAqFuYdiNlKpFL6+voiLi8PTp09F718ikRi8x6AgCKhWrRoSEhKMzgg0dumsRqMRbekss++IiMyPwTuqUuLi4kSpBEYEAI0aNUKjRo3MPQyqBDiXSExVdT4JglClsu8EQYCNjY3RGVql6dq1K7p27WrSc5SXi4sLHB0dcenSJdGyzApSqVQGZ9+5ublBo9Hg9u3bRp1bIpEYvRRczIq8YmTfVdXnJjINfq6jqobBOyIiIiKqFBQKhdEZS9bGxsamyl2zliAIqFWrFh4/fmx0sKwo5SkQIpVK4eHhgfj4eKMDisYGZnNycqBWq43qQ4vZd0RE5sXgHRERERFVGlUp+w74X8ZhVVky/DxbW1t4eXkhMjJStGWiBZWnuq+npyfS0tLw8OFDo85tSYUrAO59R0RkTgzeEREREVGlIZfLTb6U1BKpVKoqU3H3eT4+PpBIJIiOjha9b6lUavDedzY2NnBxcRGlcIWxWZViBu+YfUdEZD5V8xWeLNbIkSMhCEKx/9q0aWPuIRIREZGFq2rZd1rl2aOtMpBIJPD19UVCQgJSUlJE778886latWq4d+8e0tPTjTq3scG73Nxc5OXlGdVHQcy+IyIyj6q5QQZZvGHDhqFatWqFbq9Vq5YZRkNERETWRCaTQaFQiJp1ZA0EQYCdnR3S0tLMPZQK5+zsDFdXV1y6dAnt2rUTNYgpk8mgVCqRkZFR5mMcHBygVCpx8+ZNNGjQoNznlkgkEATBqP3zsrOzRQtoa7Pvbty4ASA/+45frhMRmR6Dd2SR3n//fbRo0cLcwyAiIiIrpVKpqlzwDsgP4Nnb21fJAF7NmjVx+fJlJCYmwtfXV9S+7ezsDAreCYIAT09P3Lx5E4GBgeXev04QBMjlcqPmclZWlqjZqPXr10dCQgI0Gg0SExPRsGFDODo6itY/EREVxmWzRERERFTpSCQS2NramnsYZqHNwKtqbGxs4O3tjejoaNGLV8hkMoPnk7u7O/Ly8nD37l2jz20MtVqN3Nxco/ooiHvfERFVPAbvKrG+fftCEATMmTPHoOPCwsIQEhKCgIAAKJVKuLq6onnz5pg/f75J9hEhIiIiMgWlUlkl94AD8oOXVTGA5+XlBQCIjY0VvW9DH0+pVAo3NzdRClcYW3k2KyvLqOOfx73viIgqFoN3ldStW7dw+PBhg4/74osv0KZNG6xduxbx8fHIzMzE48ePceHCBcyaNQuNGzdGRESE+AN+Ttu2bSEIAlQqFRo3boyPP/4Yjx49Mvl5LU2jRo3QqFEjqzpPefsy9Liyti+tnbH3WxPOJ+PalqVdSW0q01wCrG8+WdtzU2ltKtN8MuW1CIKgWy748ssv4+WXXxal3/L2ZehxZW1fXDuJRAKVSoWuXbuia9euxR5f2v3WpHv37vjwww8RHx8v+tJhuVwOGxsbAGV/zKpVq4bHjx8X+wX4iy++iBdffLHUforKvjNkPjVv3lzU56bWrVsXmX1XmZ6bAL7WGdue78OJxMPgXSWSmpqKa9eu4ccff0T79u0Nrm61detWTJs2DXl5efDy8sKCBQvw+++/Y8uWLRgxYgQEQcCdO3fQp08fkwXSfHx80LNnTwwfPhzjx49Hz549cefOHXz++edo1apVlQzgERERUfnZ2NhAIqm6b3mlUmmVu36pVAo7OzuTLOc0NPtOqVTC0dFRV+ChvIzNvANgVNGLojD7joio4rBgRSURGhqKTp06lfv47OxsTJ06FUD+coNz586hRo0auvsHDx6M9u3b4+2338bt27fx9ddfY8GCBYX6cXd3R3JycpnO2aFDB4SGhurd9umnnxZq9+zZM7zxxhvYtWsXPv/8c3z55ZcGXBkRERFVZdpM/qquqgXwfH19ERkZifv378PT01O0fhUKBeRyuUHHeHp6Ij4+Ho0aNYJCoSjXebWFK4zZy0/s4F1RlWeJiMg0GLwjAMDevXtx69YtAMCcOXP0AndaISEhWL16NU6fPo2VK1di3rx5hd4ITp06tcwZfwVT7UtiZ2eHL7/8Ert27cKRI0fKdAwRERGRlkKhgCAIogcvrI2NjY3oe59ZKjs7O3h4eCAyMhLu7u6iBi8Nzb5zcXGBXC7HzZs3Ubdu3XKfVyqVGh2802g0ou4D+XzlWbVaXeUCxUREFYHBu0rihRdewKFDh3T///DhQwwZMqTMx+/duxdA/rd6AwYMKLbdoEGDcPr0aTx8+BBnz55FmzZt9O7XZu+JzcfHBwBE37uEiIiIqgaJRIK8vDxzD8Os5HI5NBoNsrOzzT2UClGjRg1cvnwZCQkJ8Pf3F61fGxsbg4LBgiDAw8MDCQkJqFOnTrmDZxKJxOggdHZ2tm7fPjE8n32XlZWl22eSiIjEw69FKgkXFxd06dJF9y84ONig48+fPw8AqFmzJtzc3Ipt99JLLxU6piJcvHgRABAYGFhh5yQiIqLKpapWntUSBKFcyz6tlVwuh7e3N2JiYozKWHueIAgGzyUPDw9kZmbin3/+Meq8xv7uTBG4Lbj3XU5ODtRqtejnICKq6hi8IwBAbGwsgNKXstasWVP387Vr10Qdw8WLF7F8+XJkZmbq3f706VNMmjQJADBixAhRz0lERERVhzZzqSoTBAG2trZFVi+tjKpVqwapVCr6+1ZDl4bK5XK4uroaXbjC2N+bKYJr2uw7raqyNJuIqCIJmqq++Ucldfv2bV2gbfbs2ZgzZ06xbdPT03V7d7z++uvYuXNnsW2fPn0KR0dHAMDAgQOxdetW0casLbrh5OSEDh06oFatWnjw4AGOHDmC+/fvIyQkBGvWrDHqHFKpFGq12ujlAgEBAUYdX1ZxcXEVcj4xz1Pevgw9rqztS2tnzP0V9fsRC+eTcW3L0q6888Xa5hJgffPJ2p6bSmtTmeaTMeMtWN1S+/6ktPP4+/sbHbzQBmBq165t0uPK2r60dsXdr90D7ebNmwCAWrVqFTq2pPssUVHjzcvLQ3Z2Nuzs7ETbj007nwx5XNRqNbKysvTGUZ75r/29GTKfCrYtKYhd3ucmtVqNtLQ0JCUlAQDq1KlT6LG2tucmgK91xrYv7bVKmwlaXCGXku7PysridghUpTB4V0kZErx78OCBrgrXkCFDsHnz5mLbFtwno1evXtizZ49oY378+DG+/fZbHD58GAkJCUhKSoJCocALL7yAUaNGYfjw4Uafw8vLCw8ePDB6yYE1vekgIiIiIiKyJNrAXnnl5OTAw8NDFzAmquyqRr48lajgMtXSgloF78/IyBB1HC4uLpg5cyZmzpwpar8F8cmdiIiIiIiIiKwJ97wjvSWkpaUdF9zsl5WkiIiIiIiIiIhMi8E7gkql0v1cWgWqgll6BY8jIiIiIiIiIiLxMXhHsLe3h729PQAgJSWlxLbJycm6n728vEw5LCIiIiIiIiKiKo/BOwKQXxEKAG7dulViu4L3161b16RjIiIiIiIiIiKq6hi8IwDASy+9BAC4fv16idl3Fy5c0P384osvmnpYRERERERERERVGoN3BADo3r07gPyCFdu2bSu2nfY+Z2dnBAUFVcjYiIiIiIiIiIiqKgbvCADQp08feHt7AwDmzZuHe/fuFWqzbt06nD59GgAQEhICqVRaoWMkIiIiIiIiIqpqZOYeAIkjMzMTSUlJuv8v+HNKSgoSEhJ0/29vbw93d3e9421tbbFw4UKEhITgzp07aNmyJcaPH49GjRohPT0dBw8exLp16wAA1apVw0cffWTS6yEiIiIiIiIiIkDQaDQacw+CjBcaGopOnTqVqe2IESN0gbjnzZo1CwsWLEBx08LLywu7d+9GixYtyjtUIiIiIiIiIiIqIy6bJT3z5s3DiRMnMHz4cPj5+cHW1hZOTk5o1qwZZs+ejcjISAbuiIiIiIiIiIgqCDPviIiIiIiIiIiILBQz74iIiIiIiIiIiCwUg3dEREREREREREQWisE7IiIiIiuzbt06CIIAQRD0KsoTmQLnG1U0zjmqSJxvZA0YvCOr1LdvXwiCgDlz5ph7KGThyjtXwsLCEBISgoCAACiVSri6uqJ58+aYP38+UlJSTDJWMh9zzxPOt6qHr2NUVuZ+fiLrYe65wjlnPSrDXOF8oypHQ2Rlbt68qVGpVBoAmtmzZ5t7OGTByjtXPv/8c41UKtUAKPJf9erVNeHh4SYbN1Usc88TzreqR4zXsbVr1+rmyI0bN0QdH1kOcz8/aXG+WT5zzxXOOetRGeYK5xtVRTKjIn9EFSQ1NRX//PMP/v77b8ybNw/p6enmHhJZKGPnytatWzFt2jQAgJeXF8aPH48mTZogPT0d+/fvx4YNG3Dnzh306dMHFy9ehKurqykug0zMUuYJ51vVwdcxKitLeX4iy2cpc4VzzvJVprnC+UZVlrmjh0SlOXr0aLHfqjDzjgoydq5kZWVpfH19NQA0Xl5emsTExEJt1qxZo+tz+vTpJrgKMjVLmSecb1WHKV7HmCVQOVnK89PzON8sj6XMFc45y1eZ5grnG1Vl3POOiOj/7d27F7du3QIAzJkzBzVq1CjUJiQkBG3atAEArFy5Emq1ukLHSOYn1jzhfCMisfF5hcqKr2VUVpY0VzjfqCpj8I4s3gsvvIBDhw7p/m3ZssXoPufMmaOrKAQASUlJmD59Opo0aQI7Ozu4uLggODgYmzZt0jvuzJkzeOutt+Dn5wcbGxu4u7ujb9++CAsLM3pMZDxj58revXsBAIIgYMCAAcW2GzRoEADg4cOHOHv2bKn9cr5ZFkuZJ5xvVYcpXsfK4ubNm6hevToEQYCDgwPOnDmju4/zxDJZyvNTeXC+VSxLmSucc5avMs0VS51vAOccVQBzp/4RGSoxMdHo5UazZ8/W9fH111/rNm0t6t/EiRM1jx490gwZMqTYNjY2Nppjx46Je6FkNEPnyksvvaQBoPH19S2x3bFjx3T9fvvtt6X2y/lm2cw1Tzjfqi4xXsdKW+Jz//59TWBgoAaAxtbWVnP06FG9+zlPrIOlvI5xvlm+yvZaxjlnOtY8Vyx1vmk0nHNkeixYQVXexIkTIZVKMWjQIPTu3RsuLi6Ijo7G559/juTkZHz99dfYuHEj7t+/D2dnZ4wcORJt27aFXC7HkSNH8N133yErKwvvvfceoqKizH05ZITY2FgAgJ+fX4ntatasqfv52rVrBp2D8836iTVPON/IVJ4+fYoePXrg2rVrkMvl2LFjBzp27Fhse86TyqMinleex/lmnazptex5nHMVy5LmijXMN4BzjkyDwTuq8lq2bIm1a9eiUaNGutt69eqFVq1aoUOHDgCA+/fvY/DgwVi6dCk8PDx07V577TW4uLhg7ty5iI6OxoULF/DSSy9V+DWQ8dLT0/H06VMAKLUqlbu7u+7npKQkg87D+WbdxJonnG9kKtnZ2ejXrx/Onz8PiUSCjRs3olevXiUew3lSOVTU80pBnG/WydpeywrinKtYljRXrGW+AZxzZBrc846qvBMnTug9sWq1b99e98TfoUMHbNmyRe+JVat///66n8+fP2+6gZJJPXv2TPezUqkssa2NjU2Rx5UF55t1E2uecL6RKajVagwbNgyHDx+GIAhYvXo1Bg4cWOpxnCeVQ0U9r2hxvlkva3st0+Kcq3iWNFesZb4BnHNkGgzeUZUnl8uLvc/b2xsAdBuPFqV69eq6nx8+fCjewKhCZWZm6n4uaU48f39GRoZB5+F8s25izRPONzKFcePGYfv27QCAJUuWICQkpEzHcZ5UDhX1vKLF+Wa9rO21TItzruJZ0lyxlvlW2vg456i8GLwjKoGDgwMAQKPRFNvG3t5e93NWVpbJx0SmUfAbury8vBLb5uTk6H4u7Zs/Q3C+WT6x5gnnG4lt1qxZ+P777wEACxYswIQJE0Tpl/PEelTk8wrnm3WzxtcyzjnzsKS5UhnmG8A5R+XHPe+ISlDatzoAoFAoKmAkZGoqlUr3c3Z2doltC37zV/A4Y3G+WT6x5gnnG4npu+++w+LFiwEAderUwUcffSRa35wn1qOinlc436yftb2Wcc6ZjyXNlcow3wDOOSo/Zt4RESH/Gy7tt1wpKSkltk1OTtb97OXlZcphkYURa55wvpGYtB8yAOD69esYM2aMGUdD5lJRzyucb9bP2l7LOOfMx5LmCucbVXUM3hER/b86deoAAG7dulViu4L3161b16RjIssj1jzhfCOxKBQK7NixAy+//DIA4IcffsDChQvNPCoyh4p4XuF8qxys6bWMc868LGmucL5RVcbgHRHR/9OWYb9+/XqJ3+hduHBB9/OLL75o6mGRhRFrnnC+kVh++ukn9O/fH7///jsCAgIAADNmzMCmTZvMPDKqaBXxvML5VjlY02sZ55x5WdJc4XyjqozBOyKi/9e9e3cA+Zvgbtu2rdh22vucnZ0RFBRUIWMjyyHWPOF8I7G0atUKAODu7o69e/fC1dUVABASEoLQ0FAzjowqWkU8r3C+VQ7W9FrGOWdeljRXON+oKmPwjojo//Xp00dXvn3evHm4d+9eoTbr1q3D6dOnAeS/iEul0godI5mfWPOE841MITAwEL/99htsbGyQnZ2Nfv36ISoqytzDogpS0c8rnG/Wy1pfyzjnKp4lzRXON6rKWG2WLF5mZiaSkpJ0/1/w55SUFCQkJOj+397eHu7u7hU5PLIgxs4VW1tbLFy4ECEhIbhz5w5atmyJ8ePHo1GjRkhPT8fBgwexbt06AEC1atVErz5FFcNS5gnnW9VR0a9j7dq1w48//ohhw4YhJSUFPXv2xOnTp1nwxApYyvOTITjfzMNS5grnnOWrTHOF842qNA2RhTt69KgGQJn+jRgxokx9zp49W3dMSTp06KABoOnQoUOJ7bR9zZ49u2wXRSYh1lyZOXOmRhCEYo/18vLSnDt3rszj4nyzLJY2TzjfKj9TvI6tXbtWd8yNGzeKbDN//nxdm+bNm2vS0tJ093GeWCZLe37S4nyzPJY2VzjnLFdlnCuWNt80Gs45Mj0umyUies68efNw4sQJDB8+HH5+frC1tYWTkxOaNWuG2bNnIzIyEi1atDD3MMnMxJonnG9kKjNmzMBbb70FADh//jwGDRqEvLw8M4+KKoI5nlc436yTNb+Wcc5VLEuaK5xvVBUJGo1GY+5BEBERERERERERUWHMvCMiIiIiIiIiIrJQDN4RERERERERERFZKAbviIiIiIiIiIiILBSDd0RERERERERERBaKwTsiIiIiIiIiIiILxeAdERERERERERGRhWLwjoiIiIiIiIiIyEIxeEdERERERERERGShGLwjIiIiIiIiIiKyUAzeERERERERERERWSgG74iIiIiIiIiIiCwUg3dEREREREREREQWisE7IiIiIiIiIiIiC8XgHRERERERERERkYVi8I6IiIiIiIiIiMhCMXhHRERERERERERkoRi8IyIiIiIiIiIislAM3hEREREREREREVkoBu+IiIiIiIiIiIgsFIN3REREREREREREForBOyIiIiIiIiIiIgvF4B0REREREREREZGFYvCOiIiIiIiIiIjIQjF4R0RERFXSyJEjIQiC3j+ZTAZHR0f4+/uje/fu+OyzzxAbG1tiPx07doQgCPDz86uYgVsA7TW/88475h4KERERUaXH4B0RERFVaRKJBDY2NrCxsQEAPH36FDdu3MCBAwfwySefoF69evj3v/+NR48eFXm8QqHQO56IiIiISEwM3hEREVGV1qlTJ2RmZiIzMxO5ubl49uwZIiMjsXr1anTo0AEajQY7duxAy5YtcfXq1ULHHzx4EJmZmYiJiTHD6ImIiIiosmPwjoiIiKgAlUqFhg0b4p133kFoaCh++eUXODo6Ij4+Hq+//jrS09PNPUQiIiIiqkIYvCMiIiIqwb/+9S/s3r0bEokEMTEx+Pjjj/Xu1+6d16VLl0LHnjlzBu+88w6CgoLg5+cHlUoFW1tbVK9eHb169cLWrVuh0WiKPK+fnx8EQcCCBQvw6NEjzJ49G02aNIFKpYKbmxt69uyJ06dP69qfPXsWw4cPR82aNaFQKFCtWjUMGzYMN2/eLPH6EhMTMXHiRDRs2BD29vZQqVSoX78+3n//fdy6dUuvbWhoKARBwLFjxwAAa9asKbRvYGhoaKFz7N+/H/3794ePjw8UCgVcXV3Rvn17rFixAjk5OYXaJyQk6Pr7+++/cefOHUyaNAmBgYFQKBRQqVQ4cOBAiddFREREVFnIzD0AIiIiIkvXvn17hISE4IcffsCqVaswd+5cODs7l3rcoUOHsGbNGt3/SyQSqNVq3L17F3fv3sXevXuxe/dubNy4sdg+Dh8+jG+++Ua3555EIkFGRgb27duHP//8Ezt37sT27duxfv16AIAgCNBoNLh//z42bdqE0NBQXLx4EW5uboX63r59O0aMGIGMjAy9Y2NiYhATE4P169djz549CA4O1p3bxsYG2dnZ0Gg0kEqlkMn0305KJP/7bjgrKwshISHYvHmz7jZBEPD48WMcP34cx48fx5YtW7B//36oVKoir//HH3/Etm3b8OzZM13/OTk5ujETERERVXbMvCMiIiIqg+HDhwMAMjMzcejQoTId4+HhgZCQEPz666+4fv06MjMzkZ2djcjISF2l1k2bNmHPnj3F9hEaGgqZTIaVK1fi0aNHyMnJwZkzZ1CrVi3k5OSgd+/eWL9+PTp16oRDhw4hIyMDWVlZWLVqFaRSKe7cuYOvvvqqyH6HDBmCnJwcjB8/HpGRkcjIyMDTp09x8uRJdO7cGampqRgwYIAucNa+fXtkZmaiffv2APKzDrX7BWr/ae8DgLFjx2Lz5s2oWbMm1qxZg9u3byM3Nxf37t3Djz/+CE9PTxw/fhxTp04t9vrXrl2LunXrYufOnUhLS0NeXh7++ecfdOzYsUy/AyIiIiJrx+AdERERURkEBQVBEAQAwKVLl8p0zOjRo7FmzRr069cPAQEBkMvlkMvlaNiwIVavXo3OnTsDAHbu3FlsH127dkV0dDRGjRoFFxcXSCQStGrVCrNmzdK1+e6773DkyBF06dIFNjY2UCgUePfddzFkyBAAwN69e/X61Gg0GDNmDPLy8rBs2TIsW7YMDRs2hI2NDezt7REUFIQ9e/bA398f//zzj17mXFmdOnVKL0AXEhKC6tWrQyKRwMvLC2+99RZ++uknAMAPP/yAtLS0IvsZN24cwsLC8Prrr8POzg4A4OnpWabMRyIiIqLKgME7IiIiojKQy+W6pacPHjwQpc82bdoAyN93rjjt27eHq6trodubNm2q+7l3795FHqttc+PGDb3bjx8/jqtXr8LHxwejR48u8lilUomuXbsCAP7+++8SrqJoq1evBgC8/fbbqFWrVpFtunTpApVKhaysLJw7d67INoMHD4ZUKjX4/ERERESVBfe8IyIiIiqj4opLlCQzMxN79+7FwYMHERkZifv37yMtLQ1Pnz7VZZtlZ2cb3K+Dg4PuZ7VaXWQbR0dHAChUIff48eMAgKSkJCiVymLPkZubq2tnKO05Fi9ejK+//rrYdllZWeU+BxEREVFVwOAdERERURnk5eXpikZ4eXmV6ZgjR47grbfeKlS1FYCummp5AoIAYGNjU+Y2z5/j7t27APKDftrgWUnK0uZ52nMUVU1WrHMQERERVQVcNktERERUBmfPntUFwVq0aFFq+5iYGPTu3Ru3bt2Cs7MzpkyZgr179+Lq1atISUlBXl4eZs6caephFykvLw8A8PLLL0Oj0ZT6LzQ0tNznWLVqVZnOMXLkSBGvkIiIiKjyYOYdERERURn8/PPPAABnZ2e88sorpbb//vvvkZGRAWdnZ4SHh8PPz8/EIyw7T09PAEB8fLxJz5GYmIi4uDiTnYOIiIioKmDmHREREVEpzp8/j+XLlwMAPvjggxL3idOKiYkBkF8t1pICdwDQunVrAPn7zGn3pjOETJb//W9JS12159i5c6cuC4+IiIiIDMfgHREREVEJ/vzzT3Tt2hW5ubl46aWX8Mknn5TpOG2A7/79+0Xen5mZicjISNHGaYguXbqgevXqAIBx48YhNTW12Lb37t3DmTNn9G7z8PAAAFy4cKHY47TLYK9du4a5c+eWOJ79+/dzzzsiIiKiYjB4R0RERFRAZmYmYmNjsWnTJvTq1Qtdu3bF48ePUa9ePWzfvh1yubxM/fTo0QMAcOzYMSxcuBAPHjwAADx48ADr169Hw4YNsWPHDpNdR0lsbGywbNkyCIKAy5cvo2XLltiyZQuSk5MBAKmpqThy5AjGjh2LgIAAnDt3Tu/4oKAgAEBUVBQWLlyIx48fIyUlBX///TcePnwIAOjVqxdee+01AMD8+fMxePBgnD59GtnZ2VCr1bh9+zbWr1+Pjh07okePHmUubEFERERU1XDPOyIiIqrSjh49CltbWwBAbm5uoSWeEokEgwYNwooVK+Dk5FTmfkeOHIktW7bgyJEjmDFjBmbMmAGJRAK1Wg0AcHNzQ9u2bXHixAnxLsYA/fr1w9q1azFmzBjExsbijTfeAAC9MWopFAq9/x8xYgQWL16MxMRE3bVphYeHw93dHQCwadMmvPXWW9i+fTu2bt2KrVu3FnkOmUwGiYTfKRMREREVhe+SiIiIqEpTq9XIyspCVlYWBEGAo6Mj/P398eqrr2L+/PmIjo7G5s2bDQrcAfkBqX379mHevHmoU6cO5HI5XFxc0Lp1a3z22WeIi4tDly5dTHRVZTNixAhcv34dM2bMQOvWreHi4gKJRAInJyc0b94cU6dOxfnz5zFq1Ci945ycnPD3339j2LBh8PT0hEwmg6enJzp06ABXV1ddOzs7O2zbtg1Hjx7Fm2++iTp16kClUkEqlcLb2xvdu3fH8uXLce/ePahUqoq+fCIiIiKrIGg0Go25B0FERERERERERESFMfOOiIiIiIiIiIjIQjF4R0REREREREREZKEYvCMiIiIiIiIiIrJQDN4RERERERERERFZKAbviIiIiIiIiIiILBSDd0RERERERERERBaKwTsiIiIiIiIiIiILxeAdERERERERERGRhWLwjoiIiIiIiIiIyEIxeEdERERERERERGShGLwjIiIiIiIiIiKyUAzeERERERERERERWSgG74iIiIiIiIiIiCwUg3dEREREREREREQWisE7IiIiIiIiIiIiC8XgHRERERERERERkYVi8I6IiIiIiIiIiMhCMXhHRERERERERERkoRi8IyIiIiIiIiIislAM3hEREREREREREVkoBu+IiIiIiIiIiIgsFIN3REREREREREREForBOyIiIiIiIiIiIgvF4B0REREREREREZGFYvCOiIiIiIiIiIjIQjF4R0REREREREREZKEYvCMiIiIiIiIiIrJQDN4RERERERERERFZKAbviIiIiIiIiIiILBSDd0RERERERERERBaKwTsiIiIiIiIiIiILxeAdERERERERERGRhWLwjoiIiIiIiIiIyEIxeEdERERERERERGShGLwjIiIiIiIiIiKyUAzeERERERERERERWSgG74iIiIiIiIiIiCwUg3dEREREREREREQWisE7IiIiIiIiIiIiC8XgHRERERERERERkYVi8I6IiIiIiIiIiMhCMXhHRERERERERERkoRi8IyIiIiIiIiIislAM3hEREREREREREVkoBu+IiIiIiIiIiIgsFIN3REREREREREREForBOyIiIiIiIiIiIgvF4B0REREREREREZGFYvCOiIiIiIiIiIjIQjF4R0REREREREREZKEYvCMiIiIiIiIiIrJQDN4RERERERERERFZKAbviIiIiIiIiIiILBSDd0RERERERERERBaKwTsiIiIiIiIiIiILxeAdERERERERERGRhWLwjoiIiIiIiIiIyEIxeEdERERERERERGShGLwjIiIiIiIiIiKyUAzeERERERERERERWSgG74iIiIiIiIiIiCwUg3dEREREREREREQWisE7IiIiIiIiIiIiC8XgHRERERERERERkYVi8I6IiIiIiIiIiMhCMXhHRERERERERERkoRi8IyIiIiIiIiIislAM3hEREREREREREVkoBu+IiIiIiIiIiIgsFIN3REREREREREREForBOyIiIiIiIiIiIgvF4B0REREREREREZGFYvCOiIiIiIiIiIjIQjF4R0REREREREREZKEYvCMiIiIiIiIiIrJQDN4RERERERERERFZKAbviIiIiIiIiIiILBSDd0RERERERERERBaKwTsiIiIiIiIiIiILxeAdERERERERERGRhWLwjoiIiIiIiIiIyEIxeEdERERERERERGShGLwjIiIiIiIiIiKyUAzeERERERERERERWSgG74iIiIiIiIiIiCwUg3dEREREREREREQWisE7IiIiIiIiIiIiC8XgHRERERERERERkYVi8I6IiIiIiIiIiMhCMXhHRERERERERERkoRi8IyIiIiIiIiIislAM3hEREREREREREVkoBu+IiIiIiIiIiIgsFIN3REREREREREREForBOyIiIiIiIiIiIgvF4B0REREREREREZGFYvCOiIiIiIiIiIjIQjF4R0REREREREREZKEYvCMiIiIiIiIiIrJQDN4RERERERERERFZKAbviIiIiIiIiIiILBSDd0RERERERERERBaKwTsiIiIiIiIiIiILxeAdERERERERERGRhWLwjoiIiIiIiIiIyEIxeEdERERERERERGShGLwjIiIiIiIiIiKyUAzeERERERERERERWSgG74iIiIiIiIiIiCzU/wFxNEMZ6++0QgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 600
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Demo 5: \n",
      "craterstats.py -f png -pi 1 -cs 3 -legend naN -title Modified legend 1: -subtitle renamed data series, N(1) value but no count or range -p source=sample/Pickering.scc,psym=1,name=Area 1 -p type=c-fit,range=[.2,.7],resurf=1,psym=10\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 600
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Demo 6: \n",
      "craterstats.py -f png -pi 1 -cs 3 -legend #r -cite_functions 0 -title Modified legend 2: -subtitle hide data series and function citations -p source=sample/Pickering.scc,psym=1,name=Area 1 -p type=c-fit,range=[.2,.7],resurf=1,psym=10\n"
     ]
    },
    {
     "data": {
      "image/png": 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8Si51aWlpuuOOO/T3339LkurWrav58+fr9ttvz7H9Sy+9lOu2zp07pwcffNB8llu/fv20YMECOTs7m22Cg4P12GOP6YMPPjAnZJg/f7769Omj++67L9dtL1y4UJ988olOnTqlvXv3KiMjo9DHWhZatGghwzB09uxZ7d69Wx999JFmzJihJUuWaNOmTapfv77Z1jAMbd26VadOnVJISIhq166tlStXmuGyi4uLzp07V2q1ent768yZM9qwYYN+++033XbbbXm2/+GHH7R3716bvgAAAOWpwo28mzp1qtasWaN7771XM2bM0PPPP6+MjAz1799fr7/+enmXBwBAsfn4+JijtcLCwhQVFSXpSngXFBRkTlYRFRVl/sNVeHi4ateuXS71loW33npLcXFxkiQ/Pz9t2LAh1+AuPx9//LFOnDghSWrYsKEiIyNtgrurjR49WoMHDzZ/fuedd/Lc9u7du/Xbb78pPj6+RIK7QYMGyWKxZPvz5ptvSrryuee0vqCj/by8vNS+fXstWLBAffv21fHjx7P9/9Tw4cP1wgsvqF+/flq3bp0WLVqkEydOaMGCBQoMDNSaNWvUqVMnff/998U+3pw88cQT5uv33nsv3/YffvihJMnd3V2PPvpoqdQEAABQGBVu5N3ChQvVvXt3ffvtt+ayN954QxEREXr77bd18eLFAv2PHQAA9mzatGnavXu3YmJi1L17dwUHB2vgwIHy8fFRYmKiIiMjtXHjRklXbrO9nm8TTEhI0Pvvvy9JcnBw0FdffSU/P78ib++bb74xXw8dOlRubm55tn/jjTc0b948ZWZmatOmTfrvf/+r1q1bF3n/hVGvXj0FBQVlW37ixAmdPHlSdevWVdWqVXPsV1j9+vXTN998o59++slc9scff2jmzJmqXbu2PvroI3OyisqVK+uRRx7RgAEDNGjQIH355ZeKiIhQaGhojvUUx5133qmVK1dqx44dWrlypXbt2qXmzZvn2HbLli367bffJEmPP/54idcCAABQFBVu5N2+ffvM24es3N3d9fXXX+uZZ57RBx98oIkTJ5ZTdQAAlAw3NzetWrVKQ4cOlZOTk2JjY/Xkk0/qvvvu05NPPmneKjt06FD99NNPcnV1Le+STf379zdHgF0dlOVm8uTJZvucRtF//vnn5ii2+++/X7fcckuRa8vMzNSWLVvMn2+99dZ8+zRo0EDt2rUzf7aOhMzJuHHjZBiGzZ+xY8cWud4JEyZo586d2f489dRTea6fMGFCoffl7e0tSTa3ma5YsUKSdPPNN+d4jjk6OpqjEZOSksxAuaSNHj1a0pVbePN69t0HH3wgSapUqZJGjhxZqH1kZWVpz549WrlypT7++GO98847mjhxoqZNm6Zvv/1WCQkJRa4fAABUbBVu5F2VKlXMZ9T829SpUyVd+RdyHx+fMqwKAICS5+bmplmzZmn8+PGaPXu2oqOjlZqaqipVqig0NFQRERF2eavstm3bzNcFGaF2dftWrVrZrMvKytIXX3xh/vzMM88Uq7bTp0/bTHRV0PevY8eOZjB1db3Xk/3790uSzcQT1gks8roF2N3d3XxtnQCkpD344IMaM2aMjh49qoULF2rChAmqW7euTZvDhw9ryZIlkqQHHnhA/v7+Bd7+8OHDNX/+/Hyf3RcUFKQ33nhD/fr1K/QxAACAiqvChXcNGzbU+vXrc10/depUpaSk6KmnnlLv3r3LsDKUlYSEhBxvIbKyPhMJAK4XtWvX1pgxYzRmzJjyLiVfFy5cMCcL8PT0VMOGDfPt89///td8/e/wbteuXTp8+LCkKyPDijPqTpLNZB+SdPHixQL1q1Onjvn60KFDxaqhPFy6dEk7d+5UmzZtclx/+fJlffrpp5Ku3KZqdeONN0qSfvnlFx08eNBmIgurlStXmq9z235xOTs765lnntErr7yiS5cuaerUqdlG4H300UfmP/BaJxkpqO3btxdo0o24uDj1799fW7duzff5hwBQ0eV1zZaQkKCAgIAyrAYoXxXuttmQkBD9/PPPOnjwYK5tPv/8c3Xr1s3muXgAAKD0bd++XVlZWZKuBHHWZ6Tl5sKFC+YMsp6enmrUqJHN+n+P4nNwcFBUVJQGDx6swMBAeXp6ytHRUd7e3mrXrp1eeeWVPGear169uhwd/+/fPv/5558CHZenp6f5+vTp0wXqY08uXLig9u3ba8CAAVq7dq0uXbpkrtu7d68eeOAB/fnnn3J3d7eZqfehhx6Sr6+v0tLS1LVrV61evVqGYUi6cgvyggULNHz4cEnSww8/nO3zK0nDhg2Th4eHJOnTTz/V2bNnzXXnzp3TZ599Jknq0qWL2rZtW+jt161bV/369dOUKVO0fPlybdiwQZs2bVJUVJTmzJljM8vwu+++q19++aWYRwQAACqKCjfybvTo0eratWueFwMODg5avHixXnjhBV24cKEMq0NZCAgIYHQdANipwt4y+7///c8M+2688cZsf79v377dfH3hwgW1a9dOW7duzbad5ORkbdmyRVu2bNG0adP09ttv5/jMM4vForZt25q3wH799de655578q3z6tloCzpaz95kZWVp0aJFWrRokVxdXVWnTh0lJycrKSlJ0pVHkyxatMhmJISnp6eWL1+uu+++W3v37tWdd94pd3d31a5dW0eOHDHfi169epnhWWmpWrWqIiIiNG3aNKWkpOiTTz4xg8Y5c+aYt/i+8MILhd72smXLVL169TzbhIeHa9KkSeYI2E8++URdu3Yt9L4AoKLI65otr1F5wPWowo28q169urp27ZrvLHOVK1fWf/7zH82dO7eMKgMAAHk9vy4ned0yK12ZVdUqNjbWDO5q1aqlzp07q1evXgoODrZ5TltaWpqee+45vfbaaznu84EHHjBff/XVV1qwYEGeNRqGoV27dpk/5zc7rT2qWrWqNm/erNdee82cEfbQoUNKT09XUFCQRo0apbi4OPXs2TNb37Zt2youLk5vvvmm2rVrp0qVKungwYPy8vJSr169tHTpUq1YsaJM3pfnnntOlSpVknRlRuaLFy8qKyvLnG25RYsWOR5DfvIL7qysE4VI0oYNGwq9HwAAUDFVuJF3AADAfhV25F1+4V1KSor52t3dXUOGDNHgwYPVsmXLbG1///13DRkyRH/99Zck6e2331b37t3VuXNnm3bDhw/XJ598Yj6bb+DAgYqOjtbgwYMVEBCg6tWr6/z58/r777+1du1aLViwQPHx8WZ/Ly+vfI+rtI0bN07jxo0rVJ927drZzJpbGNWqVdMbb7yhN954o0j9S0qDBg0UFhamRYsW6dixY1qwYIGqVatm3v5snZW2OLKysrR3717973//0759+3Ty5EmdPn1a6enpNqMuT548Wex9AQCAioHw7v87ffq0fv75Z/Xp00eVK1cu73IAAKhwsrKytHPnTklXbjNt3rx5vn2uDu9yCvuunkTgueee01tvvZXrtm699Vb9/vvvatOmjQ4ePCjDMPTee+9lC+9cXV313Xff6c4779TRo0dlGIbmzJmjOXPm5FuvZB/hXUX2/PPPa9GiRZKk999/3xw1V6dOHT300ENF3u6BAwf04YcfasmSJTp27Fi+7a9+biAAAEBeKtxts7nZu3evHn30USUmJpZ3KQAAVEh///23+azZoKAgOTk55dn+8uXLZtjn6OiY4/NvXFxczNfW2yXzUr16dZvRYVFRUTk+/7ZFixaKjY3N93l3VapU0fPPP68hQ4aYy5o0aZJvHSg97dq1U0hIiKQr59wff/whSRoxYoTNswkL47PPPlPz5s310UcfFSi4AwAAKAxG3l3FOvsZAAAVyfHjx/X5558rJiZGqampqlKlikJDQxUREaHatWuXWR2FvWU2Pj5e6enpkqTAwECboM7K29vbfF3QkU7dunWz6XPkyJEcAzc/Pz8tW7ZMf/31l1auXKm//vpLycnJcnZ2Vp06ddS+fXv16tVL7u7uuv/++81+bdq0KVAdKD2jR49WTEyM+XOVKlX0xBNPFGlbS5Ys0RNPPGHz/5GhoaHq2rWrWrRoofr166tmzZry9vaWm5ubzWzFAAAABcH/PVwlrxloAQC43qSlpWnEiBGKjIxURkaGzbqoqCiNGzdO4eHhmjZtmlxdXUu9npKerEKynUjg9OnTBarDx8fH5udTp07lOVruhhtu0A033JDr+qysLP3+++/mzx06dChQHSg9d999t2644Qbz+YZDhgwp0u3MWVlZeuWVV8zgLiAgQIsXLyagBQAAJYrbZgEAqIDS0tLUs2dPffbZZ8rIyFCnTp00c+ZMff/995o5c6aCg4OVkZGhTz/9VD169FBaWlqp11TY8G79+vX5tr96uXWCifxcPamAdGVUVnH89ttv5uQELVu2VGBgYLG2h+KzWCwaNWqUpCu3XI8cObJI29m+fbsSEhIkSQ4ODvr2228J7gAAQIkjvAMAoAIaMWKEYmJi5OnpqdWrV+uPP/7QsGHDdO+992rYsGHasGGDVq9eLU9PT8XExBQ53CiM7du3m68DAgLybJuVlaUff/zR/Dm38K5Tp07m69jYWJ0/fz7fOq4O+RwcHOTn55dvn7xMmjTJfD1w4MBibas8paamKjIyUg8++KCaNWsmd3d3OTk5qVatWurZs6cWLlyoy5cv59j38uXLmjVrljp37ixvb2+zX48ePczJI8paeHi49u3bpwMHDhT5Mz548KD5ulGjRrrxxhtLqjwAAAAT4R0AABVMYmKiIiMjJUlLly41n/EWHx+vuLg4xcfHS7ry7LelS5dKkubOnavjx4+Xak1Xb//ft/H+26JFi3T48GHz59zCu2bNmpm3tF64cEGzZs3Kt5YffvjBfN2hQ4dizQ47f/58/fzzz5Ku3I77+OOPF3lb5e3dd99VeHi4vv76a+3bt0+1atVS/fr1lZKSop9++kkPP/ywunXrlm3kYlJSkm699VYNGzZMv/32mySpQYMGSk1N1c8//6wBAwbo/vvvzzX4Ky2Ojo7y9/dXnTp1iryNq4+1qJNdAAAA5IfwDgCACmb27NnKyMhQcHCwzeQM8fHx2rVrlxneSVcCvI4dOyojI0OzZ88utZqufn6dJJtnxP3boUOHzFsepSsTR1SrVi3X9s8995z5ety4cdq1a1eubQ8cOKCpU6eaPz/55JN5lZ2nZcuWadiwYebPU6dOLVYQWN5cXFzUr18/rV69Wqmpqdq3b58SEhJ05swZzZgxQ46OjoqOjtacOXNs+g0fPlwbN26Un5+f1q5dqzNnzmjv3r1KSUnRrFmz5OTkpO+++05TpkwppyMrukaNGpmv9+zZoxMnTuTaNiMjQ6+99lpZlAUAAK4zhHcAAFQw1lk2C3oL56BBgyRJ0dHRpVSR7fPuJOn555/Xxo0bs7VbsWKFOnXqpMTERHOZp6enJJkzz/7bwIEDddNNN0m6cutnaGiovvvuu2zt1qxZo86dOys5OVnSlVtuH3nkkVxrjo2NzXGEYFxcnMLDw3X//febzwocOXKk+vfvn+u2rgWvvfaaFi1apG7dutnM7Ovm5qbhw4erV69ekqSdO3ea6y5cuGCO3pw5c6a6dOlirnNyctLQoUP1/PPPS7oya+u1pk2bNqpfv76kK+Hcww8/bDMiVLoyOm/x4sVq2bKlJk6cWB5lAgCAaxyzzQIAUMGkpqZKknx9fQvU3jr7qrVfabg6vGvQoIEOHDig4OBgtWzZUg0bNtSlS5e0fft2HTt2TJLUunVrc7ReXFycunTpIi8vL33//ffZtu3i4qJvvvlGHTp0UFJSkk6ePKn7779fvr6+atmypQzDUHx8vE3o0rhxY3333XdycMj93zmffvpp/f3332rcuLF8fX117tw5/fPPPzpy5IhNu9GjR+v9998v0Puwdu1arV271mbZr7/+ar7evn17ttFbt99+u26//fYCbb84LBZLnuutk3JcfQvzuXPnzNth69Wrl2O/Fi1aSJIuXbpUAlWWLQcHB02ePNkMZtesWaOAgAAFBgbK19dXycnJ2rVrl1JSUiRdCTrLYvIXAABwfSG8u4phGOVdAgAApc46e6o1CMuPdZRbcWddzcvV4d38+fP1wAMP6MSJE9qxY4d27NhhrrNYLHrttdcUEhKiO+64w1weHR2tp59+OtftBwQEaNOmTerXr5+2bt0q6crx5/Qe3HPPPYqMjJS3t3e+dZ87d07btm3LNnJQkgIDA/Xxxx8rNDQ03+1Y/frrr3mOztq5c6fNyDbpyrPbyiK8y82hQ4c0efJk/fHHH+rSpYvCw8PNdbVq1VLdunV15MgRffjhh4qMjMwWAlrfu5CQkLIsu8T069dPhw4d0osvvqisrCwzaL56AhZJuvvuuzV16lQ1bty4nCoFAADXKm6b/f9at26tffv2qUGDBuVdCgAApcoaksybN69A7a2TWxQmhCqMCxcumDO8VqtWTZ07d9amTZsUEREhPz8/ubi4qG7dunrggQcUHR2t8ePHq2vXrhoxYoS8vLzk6+urRx99NM/wTroS4P35559aunSp+vfvrwYNGsjV1VXu7u5q2rSphgwZot9//13Lli0rUHAXHBwsX19fOTs7y9HRUd7e3mrTpo2eeOIJrVy5Ujt27Ci196y87d27V0FBQapdu7YaNGigNWvWaMqUKVq9erUcHW3/bXjq1KmqVKmS5s+fr1tuuUU//vijsrKyJF0J7mbOnKm6devq5ZdfLo9DKRGjR49WbGys+vfvr9q1a6tSpUry8PBQixYtNGrUKG3evFnLly/PdxZlAACAnFgMhpuhAgkKCpJ05RYrAKioEhMTVb9+fWVkZGj16tU2s81mZWXJwcFBgYGBkqSoqCh1795dTk5OOnTokGrXrl3i9WzYsEE333yzpCsB4bp160p8HyhZO3fuVMuWLc2fa9SooQEDBmjs2LGqUaNGtvZr167V0KFDlZCQIOnKLdvdu3fX0qVL1aZNG82ePVtNmjQps/oBANc2rutQ0TDyDgCACsbHx8echCIsLExRUVGSrtzmGRQUZBPchYWFSZLCw8NLJbiTbG+ZtU4sAfvWokULGYah5ORkbdq0ST169NCMGTPUokULHTx40KatYRjaunWrTp06pZCQEPXr108pKSmaN2+ezp8/LxcXF507d66cjgQAAMD+Ed4VwNmzZ3Xs2DEdPXo0zz8AAFwrpk2bppCQEKWkpKh79+7q1KmTPvnkE33//ff65JNPFBwcrO7duyslJUUhISGaNm1aqdVCeFd6xo0bJ4vFUug/EyZMKND2vby81L59ey1YsEB9+/bV8ePH9frrr9u0GT58uF544QX169dP69at06JFi3TixAktWLBAgYGBWrNmjTp16pTjZCMAAABgwopcJSQkaOzYsVq1apWSk5PzbW+xWMzZ1AAAsHdubm5atWqVRo4cqblz5yo2NlaxsbE2bZycnBQeHq5p0/4fe3cfF2Wd6P//fQ2gAyreoWCmWaOlkWnerFgm3oFai3kMzTqZAmVZ7Wq1W7t2Z2xu23azh/Z8K7zPttrUrDbTFC1IK7A0tRDvpgw0sbBQEkiYmd8f/pgjOQyQMNfAvJ6PR49zzVyfa3jj2Yd4vflcn0+arFZro2U5s7y7/PLLG+3rBKKIiAhdcsklv+q6+poyZYreeOMNvffee+73Pv74Y73wwguKjIzUc889596sIiwsTDfffLOmTp2qGTNm6JVXXlFKSopGjBihdu3a1ftrAwAANGeseefBl19+qauvvlonTpyo8w60hmHI4XA0cjKcK9ZGAICzHT16VIsXL1ZmZqZKSkrUpk0bjRgxQikpKY32qGwVp9OpNm3aqLS0VEFBQfrpp58atShE4zlzfcRTp05JkubOnasnnnhC//Vf/6XVq1d7vO7QoUPq1q2bJOm9997T2LFjfZYZANA0cV+HQMPMOw8eeughHT9+XGFhYbr33nt1+eWXKzw8XC1btjQ7GgAADS4yMlJz587V3Llzff619+7dq9LSUknSJZdcQnHXhB08eFDS6c0oqlQ9vVBRUVHjda1atXIfl5SUNEo2AACApozyzoPNmzfLMAy99tprSkhIMDsOAADN1s6dO93HPDLrv06dOqUvv/xSAwYM8Hi+srJSCxYskKRqM+eq/n+6adMm5efnq3v37mdd++6777qPa/p8AACAQMaGFR6cPHlShmHot7/9rdlRAABo1qZOnSqXyyWXy6XXXnvN7DioQWlpqQYPHqypU6fq/fffdz8WK0kHDhzQ5MmT9dlnn6lVq1Z64IEH3OduuukmdenSRWVlZRo9erQ2bNjgXpLE4XDo5Zdf1l133SVJ+u///m9ddNFFvv3GAAAAmgDWvPPAZrPp4MGDOnnyJI/vNDOsjQAAQP0VFxerffv27tdWq1XnnXeeiouL9cMPP0iS2rRpo9dff13jx4+vdu22bdv029/+VoWFhZJOPyYbGRmpw4cP6+eff5YkXXvttVq5cqVCQ0N99B0BAJoy7usQaJh550FcXJwkacOGDSYnAQAAMF+7du306aef6qGHHnLvCFtQUKDy8nJFR0fr3nvvVW5u7lnFnSQNHDhQubm5euyxxzRo0CAFBQUpPz9fbdu21bXXXqtVq1ZpzZo1FHcAAAA1YOadB3v37lV0dLT69++vzz77zOw4aED8hgYAAAAAmjbu6xBo2LDCg0suuUT33nuvnnnmGT300EMaN26cnE5nrdcNHz7cB+kAAAAAAAAQKCjvahAdHS2Xy6UnnnhCTzzxRK3jDcNQZWWlD5IBAAAAAAAgUFDeebBu3TqlpKTIMAzV9alinj4GAAAAAABAQ2PDCg+efPJJOZ1O9e/fX5s2bdL333+v8vJyOZ1Or/8BAAAAAAAADYnyzoOdO3fKMAy9+uqrGjlypDp27KgWLVqYHSsg/fvf/5ZhGFq2bJnZUQAAZ3C5XMw6BwAAAHyA8s6DyspKWSwWXXLJJWZHCUiffvqp7rzzTo0bN04333yz2XEAAGd4//33dfvtt+vCCy/U1q1bzY4DAAAANHuseedB7969tX37dn333Xfq3Lmz2XECTm5url544QWzYwAAPHjjjTe0YMECSVJiYqL69OmjESNGKCUlRZGRkSanAwAAAJofZt55MHXqVLlcLr388stmRwlIM2bMcD+O9dRTT5kdBwAgqaysTDNnzlR6err7vUOHDikjI0MPPvigunXrpttvv13l5eUmpgQAAACaH8o7D2bNmqXu3bsrNTVVhw8fNjvOOZkwYYIMw9C8efPqdd1nn32m5ORk2Ww2hYaGqkOHDho4cKD+8pe/qLi4uFGyAgD8U1lZmcaPH6+FCxfK4XDIYjn9zweLxaJnn31WMTExqqio0IIFCzRu3DiVlZWZnBgAAABoPnhs1oM5c+aoc+fOys/P14QJEzRw4MBarzEMo9psBH+Qn5+vTZs21fu6J598Ug8++KAcDof7vfLycv3444/avn270tPTtWbNGvXv378B0wIA/NXs2bOVlZWl8PBwvfrqq5o7d6527dolp9OplStXatasWXrooYd00003KSsrS3PmzPG7n4kAAABAU0V558GiRYtkGIYk6fPPP9eOHTu8jne5XH5T3h0/flxHjx7Vli1blJqaqtLS0npd//rrr+tPf/qTJCkqKkp33323+vbtq9LSUr333ntavny5Dh8+rISEBO3cuVMdOnRojG8DAOAnCgsL3Tt+33fffZoxY4aKiorc5z/55BN98sknioiI0H333adHH31US5cuVWpqKmvgAQAAAA2A8s6D4cOHu8u7piQzM1MjR4781defOnVK999/v6TTxd2nn36q888/331+6tSpGj58uFJSUnTo0CE9++yzevzxx8/6nIiICB07dqxOXzM2NlaZmZm/OjMAoHEtXrxYFRUVuuSSS/TYY4/J6XR6HFdUVKTHHntMF198sfbt26fFixdr7ty5Pk4LAAAAND+Udx4Eapm0du1a5efnS5LmzZtXrbirkpycrIULFyo7O1vp6elKTU11r31U5f7776/zjL8ePXqcc24AQOPJysqSJB0+fLjG4q6K0+nUt99+K+n0z1LKOwAAAODcUd41I/369VNGRob7dVFRkW688cY6X7927VpJp9fvS0xMrHHcDTfcoOzsbBUVFWnr1q2KiYmpdr5q9h4AoOkrKSmRJP300091Gl81ruo6AAAAAOeG8s4Dh8OhoKCgel3z4Ycfavjw4Y2UqG7at2+vMWPGuF8fOnSoXtdv27ZNktStWzd17NixxnEDBgyods0vyzsAQPPRpk0bn14HAAAAoDpL7UMCT2JioiorK+s8ftWqVRo3blwjJvKN/fv3S6r9UdZu3bq5j/ft29eYkQAAJouNjf1V140YMaJhgwAAAAABipl3Hrz99tuaOHGiVq9erRYtWngd+/zzz+v3v/+9XC6Xj9I1jtLSUvcjTrXtIBsREeE+LiwsbPAsubm5WrdunaT/W2vpvffec+9ueMMNN1QrEOvLbrcrOjr6nDMCQCBISUnRww8/XK+fc4ZhKCUlpRFTAQCApuxc78fsdrtsNlsDpQH8H+WdB23atNG6deuUkJCgt99+W1ar1eO4Bx98UH/729/kcrl+9cwEf3Hy5En3cWhoqNexLVu29HhdQ/n000/1xz/+sdp7r7/+ul5//XVJ0qBBg86pvAMA1F1UVJSGDx/u/mVKXcTGxioyMrIRUwEAAACBg/LOg/fff1/jx4/Xxo0bdc0112jNmjUKCwtzn3c6nbr11lv10ksvyeVyafLkyXr55ZdNTHzuysvL3cchISFex555vqysrMGzzJgxQzNmzGjwz61is9mYOQcA9fDmm28qMjJSFRUVtY4NCQnRm2++6YNUAACgqTrX+7FznbkHNDWseefBwIEDlZmZqaioKGVlZWns2LHu3fPKyso0YcIEd3E3Z84c/fvf/6718Vp/d+ZsOofD4XXsmTdvtc3SAwA0fe3bt9err74qwzC8jjMMQ6+99pratWvnm2AAAABAAKC8q8Gll16qLVu2qEePHvr4448VFxenAwcOaNSoUe712J5++mk9++yztd7MNAVnziw8deqU17FnztI78zoAQPOVmJiot99+2+u6qH/4wx90/fXX+zAVAAAA0Pzx2KwXF154oTZv3qy4uDjl5OSoT58+cjgcatGihV566SXdcMMNZkdsMK1bt1br1q31008/qbi42OvYY8eOuY+joqIaORkAwF8kJCTo8OHDWrlypd5++20VFxfr2LFj2rFjh6TqPx8AAAAANAxm3tXivPPO04cffqiBAwfK4XAoODhY7733XrMq7qr07NlTkpSfn+913Jnne/Xq1aiZAAD+xWq1atq0aVq1apU2btyoVatWuc9t2LChye++DgAAAPgbZt7VQceOHfX+++8rISFBmzdv1ltvvaURI0aYHavBDRgwQDt27NCBAwdUXFxc45pF27dvdx9fccUVPkrXcOx2u9cFTtnMAgDqzmaz6aKLLtJXX32lQ4cOKS8vT5deeqnZsQAAQBPn7Z7NbrfLZrP5MA1groAv7+Lj4+s81uFwyOVy6Z///KdycnLUpk0b9znDMLR+/frGiOgz48aN05IlS+RwOLRixQrNnDnT47gVK1ZIktq1a6ehQ4f6MiIAwA/Fx8frxRdflHR69h3lHQAAANBwAr6827hxowzDqNdjPi6XSzk5OdXeaw6bViQkJKhLly46cuSIUlNT3a/PtGzZMmVnZ0uSkpOTFRQUZEbUc2Kz2ZhdBwANaOzYse7ybv369ZozZ465gQAAQJPn7Z7N26w8oDkK+PLulltuaRbFm3R6F9jCwkL36zOPi4uLdfDgQffr1q1bKyIiotr1VqtV8+fPV3Jysg4fPqzBgwfr7rvvVnR0tEpLS7VhwwYtW7ZMkhQZGakHHnigUb8fAEDTMHLkSAUFBcnhcCgrK0vl5eWyWq1mxwIAAACaBcPFytLNRmZmpkaOHFmnsdOnT3cXcb/0yCOP6PHHH69xNmJUVJTeeecdDRo06NdGNU3Vb2iYeQcADevqq6/Wli1bJJ2e1T569GiTEwEAgOaK+zoEGnabxVlSU1P10Ucfadq0aerRo4esVqvatm2r/v3769FHH1Vubm6TLO4AAI3nzDVkm/oasAAAAIA/YeYdAgq/oQGAxpGTk6OYmBhJUr9+/bRjxw5zAwEAgGaL+zoEGmbeAQCAczZo0CC1b99ekrRz585q664CAAAA+PUCfsMKBB673e51dyJ+ewMA9RcUFKQxY8Zo5cqVkqSMjAxNmzbN5FQAAKCp8nbPZrfbZbPZfJgGMBcz7wAAQIMYO3as+3jDhg0mJgEAAACaD9a8Q0BhbQQAaDz5+fm64IILJEmdO3fWkSNHZLHwe0IAANCwuK9DoOFf1AAAoEF0795dvXv3liR999132rVrl8mJAAAAgKaP8g4AADQYHp0FAAAAGhblHQAAaDDx8fHu4/Xr15uYBAAAAGgeKO8AAECDiY2NVYsWLSRJW7Zs0cmTJ01OBAAAADRtlHcAAKDBtGrVSsOGDZMknTp1SllZWSYnAgAAAJq2YLMDAL5mt9vduxN5wo5FAHBu4uPj9f7770s6ve7dNddcY3IiAADQ1Hi7Z7Pb7bLZbD5MA5iLmXfnaPjw4Vq1apWcTqfZUQAA8AtsWgEAAAA0HMPlcrnMDtGUWSwWGYah8847T3feeaduu+02RUREmB0LNaj67Q2z6wCg8TidTnXp0kXfffedJCk/P1/dunUzORUAAGguuK9DoGHmXQNwuVw6fPiwHnroIXXv3l3Jycn6/PPPzY4FAIApLBZLtV1nmX0HAAAA/HqUd+doy5YtmjdvnoYNG6bg4GCVl5dr2bJlGjRokK6++mqz4wEAYArKOwAAAKBh8NhsAzp58qSysrK0ceNGZWRkaPfu3XI4HGbHwhmYXg0AvlFYWKguXbpIktq3b6/vv/9eQUFBJqcCAADNAfd1CDTMvGtArVq10jXXXKNnn31WX3zxhQoLC82OBACAKaKiotSvXz9J0o8//qht27aZnAgAAABomijvGlGnTp3MjgAAgGnOfHR2/fr1JiYBAAAAmq5gswMAAIDmKT4+Xk899ZQk6d1335XFYlFWVpZKSkrUpk0bjRgxQikpKYqMjDQ5KQAAAOC/WPPOg2HDhunuu+9WYmKigoPpN5sT1kYAAN8pLy9Xhw4dVFZWVuOYkJAQJSUlKS0tTVar1YfpAABAU8V9HQIN5Z0HFotFhmGoU6dOuu2223T77bfr/PPPNzsWGkB0dLTsdrtsNluNY/gBAAANo6ysTF27dtWPP/4oSbrkkks0Z84cdenSRUeOHNFLL72k7OxsSVJsbKzWrVun0NBQMyMDAAA/UVXQeVJ1T8e9GwIFa955MG3aNFmtVn333Xf661//qosuukjXX3+93n//fbOjAQDQZMyePdtd3ElSXFycYmNj1bNnT8XGxuqTTz7Rhg0bFB4erqysLM2ZM8e8sAAAAICfYuZdDYqLi7V06VItXLhQe/bskSQZhqFevXrprrvu0vTp0xUeHm5yStQX06sBwDcKCwvVvXt3VVRUuN+LiopSjx49dPLkSbVq1UqzZs3SlClTtHnzZsXHxyskJEQFBQWsgQcAALzivg6Bhpl3NWjXrp3uuece7d69W++//74mT56s4OBg7du3T3PmzFHXrl01a9Ys7dq1y+yoAAD4ncWLF6uiokJDhgxRu3btJJ0u9LKzs/XFF18oOztb06dPV7du3VReXq4hQ4aooqJCixcvNjc4AAAA4Gco7+pgxIgRev3113Xo0CHNnz9fF1xwgU6ePKkFCxboiiuu0NVXX63XX39dlZWVZkcFAMAvZGVlSZIGDBig48eP1ziuqKhIEydO1IABAyRJmZmZvogHAAAANBmUd/XQqVMn/fnPf5bdbtfSpUtltVrlcrn08ccf66abblK3bt30yCOP6NChQ2ZHBQDAVCUlJZKkV155RbWt0OF0OvXKK69Uuw4AAADAaZR39ZSVlaWbbrpJt99+u8rLyyVJLpdLoaGhOnr0qObPn6+LLrpIiYmJbHABAAhYbdq0kSSdOHGiTuOrxlVdBwAAAOA0yrs6KC4u1v/8z//o0ksv1ahRo7RixQqdOnVK7dq105w5c7Rnzx4dPXpUzz33nHr16qXKykqtXr1a8fHxZkcHAMAUsbGxv+q6ESNGNGwQAAAAoIljt1kvPvnkE6Wnp2vlypUqLy93P/bzm9/8RrNmzdINN9wgq9V61nXr1q3T//zP/2jjxo1yOBy+jg0v2JUIAHyjsLBQ5513Xq2PzJ7JMAwdOXKE3WYBAIBX3Nch0ASbHcAfvfDCC0pPT9cXX3wh6fRjsa1atdKNN96oWbNm6YorrvB6/fjx4zV+/Hjt2bPHF3EBAPA7UVFR6tGjh77++us6X9OjRw+KOwAAAOAXKO88uOuuu9zH0dHRuuOOO3TLLbfUex2e3r17N3Q0AACajLlz5+q2226r8/iHHnqoEdMAAAAATRNr3nkQEhKiqVOnKisrS1988YXuuusuFtAGAKCebr75ZkVERNRpbEREhG666aZGTgQAAAA0Pcy88+DQoUPq1KmT2THQSOx2u3uNBE9YNwEAGobVatWSJUs0ceJEOZ3OGsdZLBYtWbLE4zqyAAAgMHm7Z7Pb7bLZbD5MA5iLmXce5OXlacuWLXUa+8MPP2jXrl06dOhQI6cCAKDpSUhI0FtvvVXjDLyIiAi99dZbSkhI8HEyAAAAoGlgt1kPLBaLQkNDdfLkyVrHfvTRRxo+fLhGjBihTZs2+SAdzgW7EgGAOcrLy/X666/rtttuU0VFhSTpueee02233caMOwAAUC/c1yHQMPOuBnXtNC+77DK5XC7t3r27kRMBANB0Wa1WTZ8+Xdddd537vfbt21PcAQAAALWgvDtHVSXfDz/8YHISAAD8X3x8vPs4IyPDxCQAAABA00B5d46ef/55SVKHDh1MTgIAgP+Li4tzH2dkZNR5pjsAAAAQqNhtVtLMmTPPeq+ystLj+1V+/vlnbd++Xbt375ZhGNVmEgAAAM969Oihnj176sCBAzpy5Ih2797tdTc5AAAAINBR3klatGiRDMOo9p7D4dDixYu9Xlc1W6Bbt26aP39+o+UDAKA5iYuL04EDBySdnn1HeQcAAADUjPJO0vDhw6uVd1lZWTIMQ1dffXWN1wQHB6tTp04aOnSopk+frvDwcF9EBQCgyYuLi9MLL7wg6XR5N2fOHHMDAQAAAH7McLHYzFksFousVqtKS0vNjoIGxpbiAGC+4uJidezYUU6nU2FhYfrhhx/UsmVLs2MBAIAmgvs6BBo2rPDggw8+0Pr1682OAQBAs9SuXTv95je/kSSVlpbqk08+MTkRAAAA4L8o7zyIjY31+sgsAAA4N2du9JSRkWFiEgAAAMC/seadpFGjRqlly5Zat26dJM+7z9bGMAylp6c3dDQAAJqluLg4paamSjpd3rHxEwAAAOAZa97p7DXuLBbLWbvPeuNyuWQYhhwOR2NFRANhbQQA8A8VFRXq2LGjSkpKZBiGioqK1KFDB7NjAQCAJoD7OgQaZt5J6t69u0JDQ92vf7n7LJoXu93u/sveE34AAEDjCwkJ0YgRI/TOO+/I5XLp/fffV2JiotmxAACAn/B2z2a322Wz2XyYBjAX5Z2kgwcPVnudmZlpSg4AAAJJXFyc3nnnHUmnH52lvAMAAADORnmHgGOz2ZhdBwB+IC4uzn28YcMG9zIUAAAA3u7ZvM3KA5ojdpsFAACmuOSSS3T++edLOj0L3m63m5wIAAAA8D+Udx64XC69+eabWr169VmP1P7444/63e9+pwEDBigmJkbPPvusnE6nOUEBAGjCDMNQfHy8+3VGRoaJaQAAAAD/xGOzHrz77ru6/vrr1bZtW+3fv9/9/qlTpzR69Gjt3LlTVZv0fvrpp8rOztaKFSvMigsAQJMVFxenJUuWSDpd3s2aNcvkRAAAAIB/YeadB2+99ZYkacaMGYqIiHC//+qrr2rHjh0KDg5WSkqK7rjjDrVo0UJvvPGG+xoAAFB3o0ePdh+///77qqysNDENAAAA4H8o7zzIycmRYRiaNGlStfdXrVolwzA0a9YsLVy4UM8//7z+8Y9/yOVyadmyZeaEBQCgCevUqZOuuOIKSdLx48f12WefmZwIAAAA8C+Udx5UrXM3aNCgau/n5ORIkqZMmeJ+LzExUdLpx2cBAED9nbnrLOveAQAAANVR3nlQUVEhi8Wi0NBQ93vffPONjh07pqCgoGqlXkREhCwWi4qKisyICgBAk3dmebdhwwYTkwAAAAD+h/LOg8jISDmdTuXn57vf+/DDDyVJl112mVq0aOF+/+TJk3I6nQoJCfF5TgAAmoNhw4bJarVKkrKzs1VSUmJyIgAAAMB/UN55cOWVV0qSnnvuOUlSZWWlnn/+eRmGodjY2Gpjt23bJknq2rWrb0MCANBMWK1WDR8+XNLpn7mZmZnmBgIAAAD8COWdB3feeadcLpf+8Y9/qF+/furZs6d7vbubbrqp2thVq1ZJkgYPHuzznAAANBe/XPfu6NGjmj9/vuLj4zV06FDFx8frr3/9q44ePWpiSgAAAMD3DJfL5TI7hD96+OGHNX/+/GrvzZw5Uy+++KL79ffffy+bzaaTJ09qxYoVuv76630dE/UUHR0tScrNzTU5CQDgTDt37lT//v0lSe3atdPJkydVUVFx1riQkBAlJSUpLS3N/agtAAAILNzXIdBQ3nmxZcsWvfnmm5KkUaNG6dprr612fvny5XrzzTdltVr18ssvKzg42IyYqAf+kgcA/+R0OtWlSxd999137veGDh2qvn37qm3btjp+/Lh27dql7OxsSVJsbKzWrVtXbXMpAAAQGLivQ6ChvENA4S95APBfPXv2lN1ulyTdd999evrpp7V69Wo5HA4FBQVp0qRJysjIUGJiok6cOKGZM2cqPT3d5NQAAMDXuK9DoGHNOwAAYLrCwkIdPHjQ/frw4cMex8XFxbnXm126dClr4AEAAKDZo7wDAACmW7x4sRwOh/v1xo0b5XQ6PY6Ni4vTkCFDVFFRocWLF/sqIgAAAGAKFmnzYv/+/VqzZo2++uorlZaWytsTxoZhcAMBAMCvlJWVJUnq0qWLjhw5oqKiIu3cubPG8TNmzFBOTo4yMzM1d+5cX8UEAAAAfI7yrgb33nuvnnvuOa+FXRWXy0V514TY7Xb3GgmesG4CAPheSUmJJGngwIFas2aNJOlvf/ubvvnmG5WWliosLEw//fSTpkyZIqvVqqioqGrXAQCA5sXbPZvdbpfNZvNhGsBclHce/L//9//0P//zP5KkkJAQ2Ww2tW/fXmFhYeYGAwCgmWrTpo0kqXv37u73VqxYUW1MTk6O7rvvPi1ZskSFhYXVrgMAAACaK8o7DxYuXCjDMDRx4kQtWbJEbdu2NTsSGpDNZmN2HQD4mdjYWGVkZCgjI8PruKKiIk2cOFE9e/aUJI0YMcIH6QAAgK95u2fzNisPaI4MV12eCw0wYWFh+vnnn/XNN9/o/PPPNzsOGhBbigOAfyosLFS3bt1UWVlZ52uCg4N16NAhRUZGNmIyAADgb7ivQ6Bht1kPWrZsKYvFQnEHAICPREVF6aqrrqrXNcOGDaO4AwAAQLNHeedB37595XQ6VVBQYHYUAAACRvv27es1vl27do0TBAAAAPAjlHceTJ06VS6XS8uWLTM7CgAAAaO+O8ey0ywAAAACAeWdB8nJyerRo4eefPJJ5efnmx0HAICAUN+ZdMy8AwAAQCBgt1kPfv/736tTp046ePCgJk6cqEGDBtV6jWEYSk9P90E6AACapwkTJuiNN96o8/jrrruuEdMAAAAA/oHdZj2wWCwyDENVfzSGYXgd73K5ZBiGHA6HL+LhHLArEQD4r/LycnXr1k1FRUW1jo2IiFBBQYGsVqsPkgEAAH/CfR0CDTPvPBg+fHithR0AAGhYVqtVS5Ys0cSJE+V0OmscZ7FYtGTJEoo7AAAABATKOw8yMzPNjgAAQEBKSEjQW2+9peTkZI8z8CIiIrRkyRIlJCSYkA4AAADwPTasAAAAfiUhIUEFBQW688473e+1b99ey5cvV0FBAcUdAAAAAgrlHQAA8DtWq1WPPvqo+7XD4dBNN93Eo7IAAAAIODw2W4tNmzZpy5YtKiws1KlTp7R48WL3uby8PH399ddq0aKFxowZY2JKAACan86dO6tfv37auXOnTpw4oW3btuk3v/mN2bEAAAAAn6K8q8G+ffs0ZcoUffHFF5L+b0fZM8u74OBg96Lae/bsUc+ePc2KCwBAsxQXF6edO3dKkjZu3Eh5BwAAgIDDY7MeHDt2TKNHj9auXbvUtm1bxcfHy2I5+4+qV69euuGGG+R0OvXvf//bhKQAADRvZ85s37hxo4lJAAAAAHNQ3nnwj3/8Q4cPH9aAAQO0d+9erVu3TiEhIR7HTp06VZK0fv16X0YEACAgXH311WrRooUk6aOPPlJpaanJiQAAAADforzzYM2aNTIMQ08++aQ6derkdeyVV14pSdqzZ48vogEAEFDCwsJ01VVXSZJOnTqlzZs3m5wIAAAA8C3KOw+++uorSarTujrt27eXxWLRiRMnGjsWAAABiUdnAQAAEMgo7zyorKyUYRgKCwurdWxJSYmcTqdatWrlg2QAAASeuLg493FGRoaJSQAAAADfo7zzoGvXrnK5XPrmm29qHZuVlSVJuvDCCxs7FgAAAWnAgAFq166dJGnnzp367rvvzA0EAAAA+BDlnQejRo2SJC1fvtzruIqKCqWmpsowDI0cOdIX0QAACDhBQUHun82S9P7775uYBgAAAPAtyjsP7rnnHlksFj3zzDM17iKbn5+v3/72t/rss88UFBSkWbNm+TglAACBo7ZHZ/Py8pSbm6u8vDxfxgIAAAAaXbDZAfxR79699fTTT+uee+7Rtddeq5iYGFVWVkqSpk2bJrvdrs8++0wOh0OS9Pjjj8tms5kZGQCAZu3MTSsyMjLkcrlkGIaOHj2qRYsWaeXKlSotLVVYWJimTJmilJQURUZGmpgYAAAAaBiGy+VymR3CX/3rX//S7Nmz9eOPP7rfMwxDVX9kYWFhmj9/vmbPnm1WRNRTdHS0JCk3N9fkJACA+nC5XLrwwgvd69Hu2rVL//znP7Vs2TJVVFScNT4kJERJSUlKS0uT1Wr1dVwAANCIuK9DoKG8q0VpaaneeOMNbd68Wd9++60cDoc6d+6sIUOGaPLkyerUqZPZEVEP0dHRstvtXmdK8gMAAPzTbbfdpkWLFkmSevbsqQMHDkiShg4dqr59+6pt27Y6fvy4du3apezsbElSbGys1q1bp9DQUNNyAwCA+qsq6Dypuqfj3g2BgsdmaxEWFqZp06Zp2rRpZkcBACCgjRkzxl3eHThwQOHh4Vq1apXi4uK0evVqORwOBQUFKT09XRkZGUpMTFRWVpbmzJmj9PR0k9MDAAAAvw4z7xBQmF4NAE3X999/r86dO7tfr1u3TuPGjZOkauXdpEmTJJ1eGy8+Pl4hISEqKChgDTwAAJoJ7usQaAJ+5t3HH3/cYJ915ZVXNthnAQCA6jp16qQuXbroyJEjkqT27dt7HR8XF6chQ4YoJydHixcv1ty5c30REwAAAGhQAV/eDRs2TIZhnPPnGIbh3pEWAAA0jhYtWriPN27cqCFDhngdP2PGDOXk5CgzM5PyDgAAAE2SxewA/sDlcp3zf06n0+xvAwCAZu/MjSc2btxY6/ioqChJUklJSaNlAgAAABpTwM+8+/rrr896LzMzU0lJSbrrrrv0hz/8ocZrP/nkE910002KjY3VsmXLGjElAACQpPPOO0979uyRJH300Uc6efKkWrVqVeP4wsJCSVKbNm18kg8AAABoaAFf3l1wwQVnvbdx40YZhqHp06d7PH/mtStWrNDbb78tu93udSwAADh3o0aN0vvvvy9Jqqio0ObNmzVu3Dj3DPhfzoSv+uXaiBEjfBkTAAAAaDA8NuvBBx98IEnq3bt3rWP/+Mc/yuVy6YUXXmjsWAAABLyUlBRZLP/3z5eqR2ddLle1/yud3m02JydHISEhSklJ8W1QAAAAoIEE/Mw7T77//ntZLBa1bt261rGDBw+WYRjasmWLD5IBABDYoqKiNGHCBL311luSpDfeeEOXX365nn/+eZWWliosLExlZWXq2LGjbrrpJklSUlKSIiMjTUwNAAAA/HqG68xfUUOS1LlzZx07dkwHDhzQhRde6HXsqVOnZLVa1aJFC5WXl/soIX6t6OhoSVJubq7JSQAAv9ZPP/2k9u3b12mX99jYWL333nuyWq0+SAYAAHyB+zoEGh6b9WDo0KGSpGeeeabWsWvXrpX0f7vZAQCAxtW6dWsNHDiw1nGGYeh3v/sdxR0AAACaNMo7D2bPnu1ex+7ee+/V8ePHPY5bv369br/9dhmGoQkTJvg4JQAAgam8vLxOv2l3uVy64447mBkPAACAJo3HZmvwxz/+Uc8884wMw1DLli01ePBgXXDBBQoODlZRUZE+//xzffvtt3K5XOrevbu2bdumjh07mh0btWB6NQA0fcuXL9f06dPrNX7atGmNmAgAAPgS93UINGxYUYOnnnpKF154oR5++GH9+OOP2rx5s3tTijP7zpEjR2rp0qUUdwAA+Mh//vOfeo1/++23Ke8AAADQZFHeeXHnnXfqlltu0ZtvvqktW7bo22+/1alTp9S+fXtFR0dr/PjxGjRokNkxAQAIKMXFxY06HgAAAPAnlHe1aN26taZNm8Zv7AEA8BPt2rVr1PEAAACAP2HDCgAA0KTUd5Oo6667rpGSAAAAAI2P8g4AADQpU6ZMUURERJ3GRkREaPLkyY2cCAAAAGg8lHcAAKBJsVqtWrJkiSwW7/+MsVgsWrJkiaxWq4+SAQAAAA2P8g4AADQ5CQkJeuutt9S2bVuP5yMiIvTWW28pISHBx8kAAACAhkV5BwAAmqSEhAR9/fXXCg7+v/23Bg8erOXLl6ugoIDiDgAAAM0C5R0AAGiy2rdvr9jYWPfr+Ph4TZs2jUdlAQAA0GxQ3gEAgCYtLi7Ofbxz506PY/Ly8pSbm6u8vDxfxQIAAAAaRHDtQwAAAPzXmDFj3Mf79u3zOCYvL08Oh0NBQUHq06ePr6IBAAAA54zyDgAANGn9+/dXhw4d9MMPP2jfvn0qLCxUVFSUJOno0aNatGiRVq5cqdLSUoWFhWnPnj1KSUlRZGSkyckBAACA2vHYrAdJSUm6/vrrdejQIbOjAACAWgQFBWn06NHu15s2bVJZWZlmzpypbt266aGHHtLOnTu1f/9+7dy5Uw8++KC6deum22+/XeXl5SYmBwAAAGpnuFwul9kh/E1ISIicTqdKS0vVsmVLs+OgAUVHR0uScnNzTU4CAGhICxYs0O233y5Juvnmm1VQUKCsrCxJ0tChQ9W3b1+1bdtWx48f165du5SdnS1Jio2N1bp16xQaGmpadgAAUD/c1yHQMPPOg7CwMAUFBVHcAQDQRJy57t2bb76prKwshYeHa8OGDfr44481duxYDR48WGPHjtUnn3yiDRs2KDw8XFlZWZozZ455wQEAAIBaUN55cPnll8vhcOjw4cNmRwEAAHVw0UUX6aKLLpIknTx5UpK0atWqajvRnikuLk6rVq2SJC1dulRHjx71TVAAAACgnijvPEhKSpLL5dLLL79sdhQAAFBHZ86+69GjR43FXZW4uDgNGTJEFRUVWrx4cWPHAwAAAH4VyjsPpk+frn79+ulvf/sbm1YAANBEnFnetW3btk7XzJgxQ5KUmZnZCIkAAACAcxdsdgB/NGvWLLVt21YnTpzQ2LFjddVVV9V6jWEYSk9P90G65quiokLLli3T2rVrtX37dhUWFqpFixaKjo7WbbfdpuTkZBmGYXZMAICfGjVqlPt4//79qqysVHCw93/qREVFSZJKSkoaNRsAAADwa1HeebBo0SJ3SZSXl6c9e/Z4He9yuSjvGsDRo0c1c+ZMhYeHa/jw4ZowYYKOHTumd999V7feequ2bdum559/3uyYAAA/1bFjR7Vp00YlJSUqLS3Vp59+qqFDh3q9prCwUJLUpk0bX0QEAAAA6o3yzoPhw4czw8sEVqtV//u//6vk5GSFhoa63y8sLNSgQYP0wgsvaPbs2brkkktMTAkA8GdXXHGFPvzwQ0lSRkZGreXdsmXLJEkjRoxo5GQAAADAr0N55wHr3pgjIiJCd91111nvR0VF6frrr9dzzz2nHTt2UN4BAGp09913u8u7lStX6pFHHqlxbEZGhnJychQSEqKUlBRfRQQAAADqhQ0rmrEJEybIMAzNmzevXtd99tlnSk5Ols1mU2hoqDp06KCBAwfqL3/5i4qLixsla23Ky8slSe3btzfl6wMAmoaEhAQFBQVJkr788kv95z//8TguIyN