{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "2d957440-caf1-4fe8-a03c-b0590af0c1f6",
   "metadata": {},
   "source": [
    "## Notation input / output\n",
    "\n",
    "\n",
    "* **Output**: **maelzel** can export **musicxml**, **lilypond** and **MIDI** and generate **pdf**, **png** and **svg** files from the rendered notation. \n",
    "* **Input**: At the moment the only supported format for input is **musicxml**. Other formats, like MIDI or MEI, can be easily converted to musicxml using external tools and imported in that way."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "215baa5b-caf6-4de8-b75d-db823185f808",
   "metadata": {},
   "outputs": [],
   "source": [
    "from maelzel.core import *\n",
    "import os\n",
    "from IPython.display import Image"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fa4395c3-7811-476a-b98c-24c7b6e45706",
   "metadata": {},
   "source": [
    "This is the output produced by MuseScore when importing the file `assets/schoenberg-op19-II.musicxml`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f7529049-aafe-4b08-809f-6a8a6025d87d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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KYvbs2Zl+GAAAwA5ECB1IyY033hgTJkxIac6sWbPinnvuiUsvvbSZqsqM2oHwzYXQ58+fHyeeeGKUlZVtcu/BBx+MXr16pbxPJkPoHTp0aPY9iouL46mnnoojjjii2fcCWo4nn3wyzj333IiI+M1vfhM/+MEPMlwRAAAAAACkbv369SkFxze+rqio2Oq927Zt24SPBAAAoGFC6EDSJk2aFNdee+1Wzb3++uvj/PPPj4KCgiau6v9j777Dmjrf/4G/ISBDHCCiuBAUB1CtG/em1lH3KOrHPdqqtdZRtVK3Vq3Qqa0WcIKt4gJxgRvFgtqigoqiIE5ciMhMfn/4JT9DAmScJJC8X9fl1ZznPOd+biickOQ+99Gf4jqhp6Wl4aOPPkJSUpLccevWrcOAAQPUWkefReja1q9fP/zxxx+oXr26vlMhIh3Lzc3FmzdvAECjN9iJiIiIiIiIiIiIiDQhFouRnp6udhF5wXvdRERERERExoBF6ESkFLFYjPHjxyMvL0+t458+fQpfX1/4+PgInJn+FFWEfvPmTfTp0weJiYlyx6xYsQJff/21IOsUOHXqFCIiInD9+nWkpaXB2toatWrVQo8ePfDJJ5/A0tJSpfVKYmlpiaysLMHi2drawtfXV9oFmYiIiIiIiIiIiIiIiEgdEokEmZmZaheRv3r1ChKJRN9fBhERERERUZnAInQiUsr27dtx/fp1jWJs2LABCxYsUFhIXRYpKg4/ffo0Bg4ciOfPn8vNX7x4MRYsWKDROgWd0PPz87F161asX78eV69eVXjcpk2b4ODggA0bNmDQoEElrjN9+nT8888/Re5PTk4G8K5jce3atXH//n2N3oQzNzeHo6OjNMcNGzaoHQsAHB0dsXfvXo1iEBERERERERERERERkX7l5OSoVDheeDs3N1ffXwIREREREZFRMIxKUCLSqtzcXCxevFjjOI8ePcL+/fsxePBgzZMqBQoXoW/fvh0TJkxATk6OzLxy5cph48aNGDdunMbriEQivHjxAsOGDcPx48dLPPbJkycYPHgw/Pz88OWXXxY7Nz4+HtHR0SXGzM/PR0pKSsmJlyA3NxfJycnS4nZNOTk5CRKHiIiIiIiIiIiIiIiI1Jefn4/09HSVCsfff5yZmanvL4GIiIiIiIiUwCJ0IipRYGAgkpKSBIm1ceNGgyxCDw8PR2BgoNycqlWrYu/evWjfvr0g69y+fRtt2rTBrVu3VIrx1VdfwcPDA927d1c7DyIiIiIiIiIiIiIiIiJFtm3bhkWLFuHly5dIT0/X6G66pJ4XL17oOwUiolLNx8cH4eHh+k7DqHXt2hVr1qzRdxpERCQgFqETUYk2bNggWKzIyEg8fvwY1apVEyymvrxfHP748WO5/d27d0dAQABq164t2DrBwcFqxZBIJJg5cyb+/fdfmXhEREREREREREREREREmnr27Bnu3bun7zSMWnZ2tr5TICIq1ZKSkhATE6PvNIyapvUzRERU+rAInYiKdeXKFVy+fFmweGKxGAcOHMCkSZMEi6kvIpFI4Xj58uWxdu1aTJ06FSYmJhqvU1TR+NChQzFq1Cg0atQIZmZmuHz5Mr799lskJCQonH/16lWcOnUKXbt2Vbh/48aNyMjIKDKP9evXY9u2bbCxscGZM2eKnBcREYHff/9d5W7titjZ2WHjxo1wdXUtcW65cuU0Xo+IiIiIiIiIiIiIiIiIiIiIiIiISsYidCIqlr+/v0rza9eujc6dO6NSpUr47bffFN5qb9++fQZbhD5w4ECsW7cOLi4ugq1TuAi9atWq2L59O7y8vGTGXVxc0Lp1a7Rp0wYPHz5UGOvvv/8usgi9fv36xebh4OAA4N3X/eGHH8rtf/LkCb744gvs3r272DiqeP78OT7//HNcu3ZNuj4RERERERERERERERERERERERER6Zfi9rpERHjXtTwoKEipueXKlcPKlSuRlJSEbdu24ZdffsGyZcsUzo2IiCi243ZZ4erqirp16wIAWrZsidOnTyMkJETQAnRAtgjdzMwMu3fvlitAL1C7dm3MmzevyFgXL14UNLcCe/bsgbu7u6AF6AXS0tIwffp0weMSERERERERERERERERERERERERkXpYhE5ERbp48SLS0tJKnGdtbY3IyEjMnz9fpjv4rFmz4OjoKDc/Ozsbx44dEzRXfRCJRIiPj8elS5dw8eJFdOzYUSvrvF+EPmTIEHTq1KnY+T179ixyX0JCgmB5FVi3bh2GDh2q1M+Kunbv3o0HDx5oLT4RGQaxWKzvFIiIiIiIiIiIiIiIiIiIiIiIjAKL0ImoSOHh4SXOKejM3b59e7l9VlZWWLBggcLjLly4oHF+pYGlpSWaNWsGExMTra3xfhG6m5tbifOdnZ2L3PfmzRvk5eUJkhcAzJ07F3PmzIFEIhEspiJisRghISFaXYOIyqaff/4ZI0aMgLOzMypUqIDZs2frOyUiIiIiIiIiIiIio3Pt2jV9p2Dwypcvj5o1a8Ld3R0dOnRA3759MWrUKHh4eAAAKlSooOcMiYhKt9u3b+s7BaOXlJSk7xSIiEhgZvpOgIhKr8OHD5c4Z9myZfj444+L3D906FBMnz5dbjwmJkaj3IzJ+93lzcxKPm1bWVnBzMysyGLz/Px8peKUZM6cOVi3bp3GcZSVmJios7WIqHTJycnBf//9h5iYGPzzzz+4dOmSdF/hi5127Nih03MTEREREREREREREUGrd8w1FOXKlYOtrS0qV66MypUryzxWZtvc3Fxh3KlTp+Lq1asoX768jr8iIqKy5dGjR/pOweg9fvxY3ykQEZHAWIRORAq9fv26xELxDh06YO7cucXOqVatGjw8PHD16lWZ8djYWEgkEq12EDcU73dCV6Z4PC8vr8gCdDs7O1hYWGic0/79+3Ve5MkXhETGIS8vD1euXEFMTIz0X1xcHHJycpQ6Xtt3ZiAiIiIiIiIiIiIi42RqalpisXhx+ywtLfnZKBERERERGRQWoRORQpcuXYJYLC5yv0gkwqZNm2QKpIvSo0cPuSL0V69e4datW2jQoIHGuRo6VYvQX79+XeS+mjVrapyPWCzGuHHjNI6jKmtra52vSUTad/v2bcTGxkq358yZo8dsiIiIiIiIiIiIiMiQVaxYUeXi8YJtGxsbFpETERERERG9h0XoRKRQSV3QP/30UzRq1EipWJ07d4afn5/CNViEXjJVi9BfvXpV5L4aNWponM/bt2+L7LSuTbVr19b5mkSkHf7+/ggODkZMTAxevHih73SIiIiIiIiIiIiIqIywtrYusVi8qH2VKlWCSCTS95dARERERERkMFiETkQKvd+VtjCRSAQfHx+lY7m4uCgcv3btmsp5GSNVi9Bv3rxZ5D5PT0+N89FHATogTO5EpH///fcfJkyYoO80BJGdnY03b97wgwsiIiIlZGVlISgoCDt27ECPHj0wZ84cPn8SEREREREZITMzM9ja2qrchbygiNzCwkLfXwIRERERERH9HxahE5FCxRWIjxw5Eq6urkrHqlu3rsLx1NRUVdMySqoWoV+9erXIfYMGDRIkJ12rXr06unfvru80iEgAycnJ+k5BLQkJCTh8+DCOHz+Ou3fv4uHDh3j+/DkAwMTEBPb29mjWrBnatWuH0aNHF3kBFhERkTG6cOECPv30U9y9excAEBERgdjYWAQFBSn1GoeIiIiIiIhKP0dHR+njdevWoVq1agoLza2srGBiYqLHTImIyFhVq1YNSUlJqFy5MoYNG6bvdIxKSEgI0tLS4ODgoO9UiIhIYPykj4gUunPnjsJxkUiERYsWqRSrQoUKMDExgUQikRlnEbpyVC1Cj4mJUThev359NGnSRO08srOz1T5WU5999hnKlSunt/WJqOwo6sIndTx+/Bg//fQTgoKCkJSUVOQ8iUSCp0+f4ujRozh69CiWLFmCvn37wtfXF/Xq1RMsHyIiorJo27ZtmDBhAnJzc2XGd+/ejZo1a8LPz09PmREREREREZGQGjRoIH08ZcoU2NjY6DEbIiIiefXq1cOFCxdQrVo1/P777/pOx6jExsYiLS1N0M9yiYiodDAteQoRGZvHjx8jIyND4b6ePXuifv36KsUzMTGBtbW13PiTJ0/Uys/YvF+EXtLt6nNychAWFqZw34gRIzTK48GDBxodry4LCwtMnTpVL2sTUdlgZmYGd3d3jBo1CoGBgRrHS0xMxJQpU+Dk5ISVK1cWW4CuiEQiwcGDB+Hh4YHg4GCN8yEiIiqrtm/fjrFjx8oVoBf46aefEBERoeOsiIiIiIiIiIiIiIiIiEgI7IRORHKK6oIOQNBbEmVmZgoWy5Cp0gn98OHDSE9PlxuvXLkyZs2apVEez5490+h4dX333Xe8JRMRSYlEIohEIuTk5AAAzp49i5YtW8LCwkLj2Dk5OVi2bBlWr16NvLw8jeNlZWVh5MiRMDU15S39iIjI6ERGRmLMmDEQi8VFzpFIJJgwYQJu3LghyHM5EREREREREREREREREekOO6ETkZynT58qHDc3N8eAAQNUjvfmzRu8efNGbpxF6MpRpQh91apVCsfnzZsHW1tbjfLIysrS6Hh19OzZE998843O1yUi5dy5cwfBwcEIDg5WuVu4MkxNTeHm5obRo0fjxx9/xLlz55Ceno6OHTtK5zRt2lSQorWYmBi0aNECy5cvF6QAvYBYLMbkyZORmpoqWEwiIqLS7vnz5/jf//5XbAF6gXv37uG3337TQVZEREREREREREREREREJCR2QicwbjE2AAAgAElEQVQiOYo6aQNAjx491CpkfvTokcLx7OxslWMZI2WL0A8ePIgLFy7IjdesWRNffvmlxnmUVAAvtGrVqmHbtm0wMTHR6bpEpLzIyEhMmjQJABAQEABnZ+cSj3n/nKZI27ZtMWzYMLRo0QLNmjWDjY2NILkW588//8SUKVOQn5+vlfivXr3C8uXLsWHDBq3EJyIiKm2++OILlS7AWrFiBcaPH49KlSppMSsiIiIiIiIiIiIiIiIiEhI7oRORnKKK0Nu3b69WvMePHysct7a2ViuesVGmCP3Zs2f47LPP5MZFIhG2b98OKysrjfPQZUFI9erVcfz4cVSrVk1naxKRbnh6eqJnz56oUaMGPvroIyxatEjmQplhw4Zh5syZ6Nixo04K0NeuXYuJEydqrQC9wN9//43c3FytrkFERFQaREdHIzg4WKVjnj17hs2bN2spIyIiIiIiIiIiIiIiIiLSBhahE5GcoorQPTw81Ip36dIlhePscqeckorQJRIJxo8fr7DToI+PD7p06SJIHk5OToLEKUmdOnVw+vRptX/eiEgzCQkJSEhIQHJyslbi29nZ4ejRo0hNTcXhw4exdOlSeHp6amWtknz77beYO3euTtZ69uwZbt68qZO1iIiI9GnhwoVqHffHH39AIpEInA0RERERERERERERERERaQuL0IlITlFF6O7u7mrFO3bsmMJxFqErRyQSSR8rKkKfMWMGDhw4IDfes2dPfPvtt4LloYvO9c2bN8fp06fh6uqq9bWISLHGjRujcePG8Pb21ncqWrVz506sWLFCp2umpKTodD0iIiJdO3/+PCIiItQ69ubNmzhx4oTAGRERERERERERERERERGRtrAInYjkKCpCt7a2houLi8qx8vLycPLkSYX7KlasqHI8Y1RcJ/T58+fjl19+kTumdevW2LNnj8yxQjExMRE8JgAMHToU0dHROuu4TkTG68aNG5gyZYrO183JydH5mkRERLq0adMmjY7/+++/BcqEiIiIiIiIiIiIiIiIiLSNRehEJCcjI0NurFGjRmoVNJ8+fbrIzurshK4cRUXoOTk5GD16NFavXi03/8MPP8Thw4dRoUIFreRjZWWlleL2kJAQBAcHCx6XiOh9eXl5GDp0qMLnOm2rWrWqztckIiLSlTdv3ihVRG5hYYEOHTrA1tZWbt+BAwcgkUi0kR4RERERERERERERERERCcys5ClEpKyjR49i7969MmNt2rSR615d2t25c0duLCcnB9u3b1c5lq+vb5H7nj9/rlZMY5OUlCR9HBERgfj4ePj5+SEhIUFurpOTEyZPnoywsDDB84iPj5c+/vrrr7FhwwaNijjd3NzQr18/nDp1ChcuXEB+fj7GjRuH5ORk1KlTR4iUiUgDT58+LfEcfeHCBenj8+fPq/18936cmJiYEtd99OiR9HFwcDAsLS2VXuv8+fOIi4tTPUkNmZqa4vr167h9+7bO1yYiItKFqKioEl8feHp6YsyYMbCxscHz58+xcOFCmWMePHiApUuXol69eoLmVvB6o4CLiwscHR0FXYOIiIiIiAzbxYsXkZubK912dnZGjRo19JhR6RMTEyN9rOr7tqSZW7duAQAyMzP52SsRUTEKai/S09N5vtSx58+fAwBSUlL4vSedi42NRVZWlnS7efPmmDRpkh4zIjIsJhK2mCISjLe3N4KCgvSdBhEREREREREVoU6dOkhOTtZ3GkREREREVIbVrl0bKSkp+k6DiIiIiIhU1KBBA9y4cUPfaRAZDFN9J0BEREREREREREREREREREREREREREREZYeZvhMgKu2ys7ORnp6OqlWrlji3YcOGcmO///47rK2ttZGa1uzcuRPh4eEyYz169MCYMWOUjvHgwQMsWLBA5pbn7zMxMcEff/zBW/Epwd/fHydOnFC4r0qVKpg0aRLc3d21nkdQUBAOHToEa2tr/P7774LHDw4ORlhYmHR73rx58PDwEHwdIire6NGjAby7+nfRokXFzj158iT+/PNPAMDkyZPRsWNHtda8cOECfv31VwDAyJEj0atXr2Lnr169GteuXQMAbNq0SennkoLzmK45ODhg3bp1MDEx0fnaREREunD37t0i/26wt7fHqlWriny+XrNmDeLi4qTblStXxs8//yxoflOmTEFmZqZ0u2XLllixYoWgaxARERERkWH77LPPkJGRId1u3rw5Vq5cqceMSp/Dhw9jx44dAFR735Y0FxAQgMjISNja2uKnn37SdzpERKXWhg0bEBUVBUdHR6xZs0bf6RgVHx8fJCUloXnz5vjqq6/0nQ4Zma+//hpPnjyRbiuq7yMi9bEInagYz58/R5s2bVCpUiXExMSUOL9atWpyY8OGDUPlypW1kZ7WJCUlyRWhN2/eHKNGjVI6Ro8ePYosQAcAZ2dnTJw4Ue0cjcm5c+cUFqGPHTsWfn5+qFSpkk7yuHLlCg4dOgRzc3OVfhaUNXjwYDg5OeHp06cAgFOnTmH16tWCr0NExSsoQq9atWqJv+tZWVnSIvS2bduqfW4wMzOTFqG3bNmyxDiBgYHSIvQRI0bAxsZGqXU2b96sVn6aWr16tfT7SkREZIgCAgKK3de3b98i9z98+BBz586Vbr98+RLdu3eHo6OjYPlNmzZNZrtx48ZaeU1DRERERESGa+bMmTJF6I0aNeLrikLS0tKkReiqvG9Lmjt79iwiIyNhbW3Nn0siomIcPnwYUVFRqFixIs+XOubn54ekpCTUrl2b33vSucWLF8sUoTs4OOgxGyLDY6rvBIhKq9zcXAwaNAiJiYnIy8vTdzo6pajru1gsVvr4Xbt2ISIiotg5TZo0UTkvY1W4U0TTpk1x/PhxBAQE6KwAXResrKwwbNgw6faFCxeK7ABPRKSOBw8e6HzNwYMHY9y4cTpfl4iISJeuXr2qcLx169bFFqAXzCns0qVLguRFRERERERERERERERERNrDInSiIkydOhWnTp0C8O62HMbE3t5ebuz169dKHZuamirXZU6Rbt26qZyXsfL29ka1atVQu3ZtBAQE4NKlS+jevbu+09KKwle8bt26VU+ZEBUtOzsbjx8/xtOnT5GRkaHSRTqkXykpKTpdr3bt2ti0aZNO1yQiItKHgjuUFLZ48eISj1XUcUTXz9lEREREREREREREREREpDozfSdAVBqtWbMG/v7+AIB27doZ3a1gFHVCT09PL/G4/Px8fPrpp0hLSytxbknd8Oj/a9WqFVJTU2FqagoTExN9p6NVnp6eqF+/PhITEwEAISEh2LhxIywsLPScGRmz6Oho7NmzBxcuXMC///4rdz40MzNDrVq14OLignbt2qFnz55o27YtzM3N9ZSxfmVnZyM+Ph4NGzaElZWVTtcWi8UwNS36Gsv8/Hyd5VK5cmXs2bMHtra2OluTiIhIXxR1Qvf09MTHH39c4rGKXn8+e/ZMkLyIiIiIiIiIiIiIiIiISHvYCZ2okPDwcMyfPx8AYGpqil9++cXgC38Lc3R0lBtTpgjdx8cHZ86cKXGem5sbnJ2d1crNWIlEIqP5OezQoYP0cXp6Oi5fvqzHbMhYpaSkYP78+XBxcYGnpyfWrl2LM2fOKDwX5uXl4e7du4iMjMTy5cvRuXNn2NnZoW/fvggKCjKaTun+/v5o3bo1KlasiGbNmsHBwQH379/X+ro///wzRowYAWdnZ1SoUAFz5swpcq6uLgyoWrUqTpw4gVatWulkPSIiIn16+fIlUlNT5caVuUMWANjZ2cldRMYidCIiIiIiIiIiIiIiIqLSj53Qid7z8OFDjBkzRlowOHHiRDRr1kzPWele3bp1YWpqKlM4WVIRelBQEFatWqVU/H79+mmUHxk2d3d3me0LFy7A09NTT9mQsXn+/DlWrlyJX3/9FVlZWTL7rKysULVqVdjY2ODt27dITU1FTk6OwjgZGRkICwtDWFgYVq5ciaVLl2LgwIG6+BK06t69e4iJiZH5V6DwRUgZGRm4ffs2atWqpfG6YrEY165dw8WLFxEdHY1Lly5J9y1YsEBm7vbt27F27VqFcSwtLZGZmalxPsWpVasWjh07hkaNGml1HSIiotIiISFBbszCwkKl132FL7h9/vy5xnkRERERERERERERERERkXaxCJ3o/4jFYowePRpPnz4F8O5Dcx8fHz1npR/lypVDzZo1kZKSIh0rrgj97NmzGDduHCQSiVLx+/btq3GOZLhq1Kghs/3ff//pKRMyNjt37sQXX3yBly9fAgDKly+PoUOHonfv3vD09EStWrVkCqQkEgkeP36MQ4cOITAwsMg7QVy9ehWDBg1Cq1atsH37djRo0EAnX4+mMjMzsX//fmmxeWxsrPQ5UlnKPi8U9uDBA0RHR0v/xcTEICMjQ+M1td0Jffjw4fj1119RpUoVra5DRERUmigqGP/oo49QsWJFpY5/8uQJ8vPzZcbYCZ2IiIiIiIiIiIiIiIio9GMROtH/+f777xERESHdnjhxImrWrKnHjPTLxcVFpgj9yZMnCufduHEDAwYMQHZ2ttJx27VrJ0iOZJhsbGxkttPS0vSUCRmTH374AXPmzIFEIoGpqSm+/vprfPPNN7CzsyvyGBMTE1SvXh3jx4/H+PHjcfbsWXh7e8ucO9/3zz//oG3btggJCUHnzp219aWo5cWLF4iJicE///wjHbt8+TIGDBig9bVv376N2NhY6faCBQvw1VdfaXVNa2trQTui29vb47fffsPQoUMFi0lERFRWKLpguVevXkof/+jRIyHTISIiIiIiIiIjJxaLkZ6ejsqVK+s7FSIiIiIig2eq7wSISoPo6GiZrucWFhb45ptv9JiR/rm4uMhsP3r0CFlZWTJjt2/fRvfu3VXqUvfZZ5/B1JSnHiqahYWFzLaizopEQpFIJJg9ezZmz54NiUSCmjVr4vjx41izZk2xBeiKdOjQAVeuXEG3bt2KnPP8+XN4eXlh69atKueq7MU+qggJCYGrqyvs7Ozg5eWFhQsXCr6GIv7+/vDy8oKdnR3q16+PdevWSfe9fftW6+v369cPTk5OGsext7fHkiVLcOPGDRagExGR0Xr9+rXc2AcffKD08XFxcXJjlSpV0ignIiIiIiIiIjJebdq0gZOTE8LDw/WdChERERGRwWMlKBm9vLw8TJo0CXl5edKxCRMmoFatWnrMSv/q1asnsy2RSHDv3j3pdlJSErp27YrU1FSlY1pZWWH8+PGC5UiGqXB3Ym0U3hIV+Oabb/DDDz8AAKpVq4azZ8+ia9euasezs7PD7t275c6h78vJycGYMWOwd+9epWL++eefqFevHiwtLVGvXj0EBgaqnV9h06ZNQ2JiomDxlPHff/9hwoQJOHbsGF68eKHTtQvY29sjNjYWY8aMgZmZ6jcGaty4Mb777jvs2rULnp6eSExMRHJyshYyJSIiKv0UdUL38PBQ+vijR4/KjbEInYiIiIiIiIjUlZycjPT0dIwaNarIu9cSEREREZEwWIRORs/Pz0+m85qpqSnmzJmjx4xKh8Kd0AHg7t27AN69cO/WrZvKL9pHjBihcmdhMj6FO+uXL19eT5mQoYuMjMTatWsBvPs5Cw0NRd26dTWOa2tri5CQELmu/oVNmDChxMLlH3/8ERMnTsSdO3cAAHfu3MG4cePw66+/apwnoP07DZiYmMiNlZZi7SpVqiAwMBC3b9/G8uXL0bVrV1haWsrNs7KyQt26ddGyZUu0bdsW1atXR0JCApYsWYLu3bvjo48+knZVcXBwwMCBA7Fnzx7k5ubq4asiIiLSvcJF6LVq1VL6dtcSiQTHjx+XG2cROhERERERERGpa8qUKQDefQby6aefyjSjIyIiIiIiYbEInYxaSkoKFi9eLDPWr18/QYoQyzpFRehJSUlITU1Ft27dpAXpqpg2bZoAmZGhS0hIkNlmETppw4sXLzBmzBhIJBIAwPLly9GyZUvB4jdp0gRjx44tMQdvb2/k5+cr3J+RkYEFCxYo3PfNN98gKytL0zS1ysLCAu7u7jpfV9Xn8Dp16mDhwoWIjIxEZmYmXr58idu3byMhIQGhoaHo2rUrUlJSEBMTg/Pnz+PRo0fSn5vCnj59in379mHIkCFwdXVFWFiYAF8RERFR6Vb4ebF27dpKHxseHo5Hjx7JjfPiZSIiIiIiIiJSl4+PD9q1awcAOHfuHHx8fPScERERERGR4WIROhm1GTNm4M2bN3JjBNSrV09u7Pz58+jWrRtu376tcrzevXujefPmQqRGBiw/Px/79u2TGWMXRNKGadOm4f79+wDeFS1//vnngq8xd+5ciESiYuecO3cOfn5+CvddvnwZmZmZCvdlZGTI3MWjtHB2dkb//v3h4+OD2NhY2Nvb62RdMzMzuLu7Y9SoUQgMDFQ7jomJCSpVqoT//vsP//vf/9C3b18cOnSoyAsFinPv3j307dsX8+fPVzsfIiKisqBChQrFbhfH19dX4XijRo00yomIiIiIiIiIjJeZmRl27twJW1tbAMDq1atx7NgxPWdFRERERGSYzPSdAJG+hIaGyhW7enh4oFu3bnrKqHSxt7dHxYoVZW6tvnXrVrViiUQirFmzRqjUyIAdOHBA7iIHV1dXPWVDhiouLg5BQUHS7YULF6JcuXKCr+Pi4oIBAwZgz549xc7z8/PDl19+CTMz2T/LzM3Niz2u8Hxdq1mzJipWrIj4+HgAwKZNmzBx4kStrysSiSASiZCTkwMAOHv2LFq2bAkLCwuNYz948ABTp07FwYMHNY5VYPXq1bCysmKnFSIiMlgVK1aU2baxsVHquEuXLuH48eMK933wwQca50VERERERERExsvJyQmbN2/G4MGDIZFIMHr0aFy5cgXVq1fXd2pERERERAaFndDJKGVnZ2P69Oly44rGjJmzs7MgccaMGQN3d3dBYpFh+/nnn+XGGjRooIdMyJD98MMPkEgkAABTU1P0798f9+/fx+eff462bdvCzs4OlSpVQpMmTTB79mxpkbU6+vXrV+Kc+/fv46+//pIbb9q0qbRLR2FVqlTR6XnV0dERffv2xeLFixEaGoqHDx/i/v37mDVrlnSONoriTU1N4ebmhtGjR+PHH3/EuXPnkJ6ejo4dO0rnNG3aVJAC9MDAQLi7uwtagF5g2bJluHTpkuBxiYiISoPCnc+VKUKXSCRFvv6uWLEinJycBMmNiIiIiIiIiIzXoEGDMHXqVADA48ePMWrUKIjFYj1nRURERERkWNgJnYzS5s2bcffuXZmxypUrY9SoUfpJqJSqV68e/v33X41iWFtbY+nSpQJlRIYsJiYGJ06ckBt/+/atHrIhQ5WVlSXTmbxp06bw9/fHsmXL8ObNG5m5cXFxiIuLg6+vLyZOnAg/Pz9YWVmptJ6Xl5dS83x9feHt7S0zZmVlhZ9//hmjR4+WFs0DgImJCX799VdBurdbWloiOztb4T4XFxf4+fmhRYsWqFGjhsZrFTA1Lf4ayLZt22LYsGFo0aIFmjVrpnQ3VXVJJBLMmDEDv/zyi9bWyMvLw+rVqxVebEBERFTWFe6EXtLdXIB3F39FRUUp3Ofh4SFIXkREREREREREvr6+OHfuHOLi4hAREYGVK1fi22+/1XdaREREREQGg0XoZHRycnKwevVqufGhQ4fC2tpaDxmVXi4uLhrHmDVrFmrWrClANmTIMjIyMHLkSIX77t+/r+NsyJAdO3YMGRkZ0u3Lly/j8uXLxR4jFovxxx9/IDY2FhEREahUqZLS6zk6OuKDDz5AXFxcsfNiYmJw9epVuaKrkSNHonr16li7di1u3ryJhg0bYt68eejSpYvSORRn48aN+Pvvv1G9enW0atUKrVu3lnZYd3R0VKqTu6o8PT3Rq1cvXL9+HR4eHmjVqhVevXoFPz8/AMCwYcMwc+ZMwddVJDc3F2PHjsXOnTu1vlZoaCjevHmD8uXLa30tIiIiXSrcCf3169fFzr9165bM3VQKE+rvHCIiIiIiIiIiS0tLBAcHo1WrVsjMzMTixYvRuXNnmTuuEhERERGR+liETkbH399fYVEru6DLevDgAUJDQzWK0bBhQyxcuFCgjMiQTZs2DTdv3lS4j0XoJKTz58+rfWxsbCyGDh2KI0eOwMTEROnjmjVrVmIROgCcPn1aYefP7t27o3v37irlqqwRI0ZgxIgRWoldFDs7O4SHh8uMBQcH6zQH4N3FBYMGDdL4uU5Zb9++xa1bt/Dhhx/qZD0iIiJdKXyBXnp6epFzX79+jQEDBuDly5dFztHGRXBEREREREREZLzc3Nzw448/YtKkScjPz4e3tzeuXLmCKlWq6Ds1IiIiIqIyz1TfCRDpUm5uLlatWiU37uTkxKud33Pv3j106tQJCQkJascwNTVFQEAALC0tBcyMDFFAQAC2bNlS5H4WoZOQ/v33X42OP3bsGHbs2KHSMfXq1VNq3tmzZ9VJidS0ZMkSnRWgF0hJSdHpekRERLpQo0YNme2iitAlEglGjx6N69evFxnLwcEBrVu3FjQ/IiIiIiIiIqKJEydi2LBhAN599jh27Fj9JkREREREZCBYhE5GJTAwEMnJyXLj3t7eKnW1NWSJiYno2LEjbt++rVGcmTNnom3btgJlRYZq586dmDRpUrFzUlNTdZQNGYOHDx9qHGPNmjUqzWcReumTkpKC5cuX63xdkUik8zWJiIi0zcHBATY2NtLtoorQlyxZgv379xcbq0+fPjA15VtVRERERERERCS8P/74A87OzgCA0NBQ+Pr66jkjIiIiIqKyj5/skdHIzc3FypUrFe4bNWqUjrMpna5fv45OnTpp3KnV1dVVL8V9VLZs374d//vf/5Cfn1/svCdPnugoIzIGL1++1DhGXFycShfqKFuEnpKSws7/OnLs2DGIxWKdr+vo6KjzNYmIiHTBxcVF+vjp06dy+/fs2YOlS5eWGMfb21vQvIiIiIiIiIiIClSqVAn+/v7S7Xnz5uGff/7RY0ZERERERGWfmb4TINKVbdu24e7du3LjH374Idzc3ARZQ1FR4vz582FhYSFIfG16+vQp9u7di7dv32oURyQSoXnz5pg/f75AmVFpcebMGQBAVlYWZs6cqVGsq1evIjIyEhKJpMS5L1680Hg9ogJCFKEDwNdff426desqNffVq1dKx509ezaqV6+uZlbCSkpKKvF37+rVq9LHO3fuxJUrV9Ra6+bNm9LHe/fuVfh8XdT8efPmwdzcXKl1Xr9+DQAaP9epQyQSISAgAFu2bNH52kRERNr25s0b6ePHjx9j2rRpMDN795bT3bt3ERoaWuLf/ra2tggNDUVoaKjg+WVlZclsnz17lq8xiIiIiIhIJe+/7gGAqKgovq4o5PLly9LHqrxvS5qLiooC8O7zCP5cFk8ikcDc3By5ubnIzc1Fz5494e3tjXLlyuk7NSLSgdjYWADvGuHxfKlbBc0w4+Li+L0nnUtLS5PZvnPnjp4yITJMJhJlKgCJDEDTpk3x33//yY2vWLECCxYsEGQNb29vBAUFCRKLiIiIiIiIiIRXp04dJCcn6zsNIiIiIiIqw2rXrq3xnYWJiIiIiEj3GjRogBs3bug7DSKDYarvBIh0ITo6WmEBOgD06tVLx9kQERERERERERERERERERERERERERGVXWb6ToBIFzZt2qRw3MHBAc2aNRNsnRYtWsh1Qo+KikKFChUEW0NI58+fx/Tp05Gdna1xrEaNGmH79u2wsLAQIDMqjdatW4ctW7bAxsYG58+fV+nYU6dOYfHixXK3uHmflZUVdu3ahYcPH2LKlCky+86cOYPKlSurlTfR+0JDQzF//nyNYpiamuLkyZOwtbVVan5+fj4+/PBDpeYuWLAAn376qSbpaeyDDz4AADRr1gxbt24tdu6ePXuwePFiAMDy5cvRv39/tdYMDw/H3LlzAQBz587F6NGji50/ceJEREdHA3h3oZm1tbVS67Rq1QpZWVlq5agJDw8P3imFiIgMWlRUlMzf8H379kVkZCQyMzOVOn7cuHGYNWuWttJD27ZtkZGRId3u1asXpk+frrX1iIiIiIzVypUrERQUhCpVquDkyZP6TodIUB07dsTLly+l215eXpg5c6YeMyp9tm3bhjVr1gBQ7X1b0tzSpUvx999/w8HBAREREfpOp9S6dOkSxo4dC4lEIrfPwsICQUFBcHV11UNmRKQr33zzDcLCwlC3bl0cPHhQ3+kYleHDh+P69evo2rUrfvrpJ32nQ0amd+/eMncxatGihR6zITI8LEIng/f69WsEBwcr3NezZ0+YmJgItlb58uXlxho3blwqi2fDw8MxY8YMQQrQ7e3tERYWBhcXFwEyo9LK3t4eACASieDh4aHUMWlpaZgxY4ZSxZcbNmxAv379sGPHDrl99evXR/Xq1VVLmEiBunXr4vvvv5f5sEBV7du3R8eOHVU6xszMDHl5eSXOs7a2Vvr3S9uUyeXChQvSxzVr1lQ796tXr0ofOzo6lhjHxsZG+tjNzU1muzj5+flq5acJExMT+Pr6lpr/r0RERNpgZWUlsx0aGqr0sXZ2dli/fr1WXzeLRCKZ7apVq/K5mYiIiEgL7OzsALx7L4x/b5GhKfy6wt7enj/nhTg6Okofq/K+LWmu4Pxrbm7On8sivH37FoMGDVJYgA4A2dnZWLhwIWJiYngBBZEBK3gP0sLCgudLHSt4D7lixYr83pPOlStXTmabz/VEwjLVdwJE2hYSEoI3b94o3PfRRx/pOJvS4eDBgxg4cKAg3WCtra0RGhrKAnSSs3PnTri5uSlVgO7r64sxY8YAAJ48eSK3n38AklBsbGwwbdo0jWIsWLBApflZWVlKFaADgKWlpTopkZLEYrHO15wzZw569Oih83WJiIh0ycnJSa4gQ1kLFiwolRduExEREREREZHh8PHxwa1bt4qdEx8fjy+++Jx4254AACAASURBVEJHGRERERERGQYWoZPB++uvvxSOm5iYwMvLS8fZ6F9ISAgGDx4sSAd0kUiE4OBgtGnTRoDMyFCcPHkSbdq0wciRI/H06dMS569fv17mlpV3796Vm2Ps3TJOnjyJKVOm4MaNG/pORSvy8/OxfPly/PbbbzpZ79tvv1X76upRo0ahV69eKh3z7NkzpedWqFBB1ZSMUvXq1eHk5AQnJyeYmpbeP2dbt26N5cuX6zsNoyAWi7F69Wr4+fkV2cmGiIi0x8zMDHXq1FH5uLp162p8gSARERERERERUXEuXrwIX19fpeYGBgZi+/btWs6IjMnr168xb9487NmzR9+pEJEROHbsGL766iuFzR+JiLTFTN8JEGnTy5cvcezYMYX7mjZtimrVquk4I/3666+/MHLkSKU78pZkw4YN6NevnyCxqOy7cuUKFi5ciEOHDil9zA8//ICvvvpKZiwqKkpmu3z58qW6yLSwjIwM/P7779i/fz8SExNhaWmJDz74AMOHD8enn34KExMTleKlpqaiX79+yMjIwPXr13HmzBktZa6c9PR0/PHHHwgLC8Pt27chFovh7OyMPn36YPr06ShfvrzKMVetWoVFixYBADw8PNCpUyeh05ZhYWGB0NBQeHl54ebNm0of17dvX/z5558qr6dKEXqVKlXkxvLz83Hy5Elcu3YNHh4e6NKlS6n+ncjOzkZ8fDwaNmwova2a0NR9A1gkEiE/P1/gbBRr3Lgx9u7dC3Nzc52sV5ZkZGRg06ZNCA0NRWJiIvLy8lC3bl307t0bM2bMUOtijB9//BHz588H8O57b6x3uyEi0pdz584pdQFqYRs3boSFhYUWMiIiIiIiIiIiAnJycjB+/HiVPhv47LPP0Lp1azRo0ECLmVFp9OjRI2zcuBFHjhxBcnIyzMzM0KBBAwwaNAiTJk2CmZnqJVbTp0/Hli1bYGJigpSUFNSsWVMLmRNRWRQWFoadO3ciJiYGL1++RNWqVdG+fXt8/vnnaNq0qcrx7ty5g/79++Pt27d49uwZtm7dqoWsiYjksQidDNq+ffuQm5urcF+PHj10nI1+7dixA2PGjBGs+G7u3LmYNGmSILGo7MrPz8e+ffvw008/4fTp00ofZ2pqivXr1+PLL7+UGc/MzMSVK1dkxpycnATJVRcuX76M4cOHy93OLykpCQcOHMDGjRuxceNGuLm5KR1z3rx5yMjIAAA0atRI0HxVFRoainHjxiEtLU1mPDU1FWfPnsWff/6JwMBAtG/fXumY9+7dw8qVKwG8+7lo2LChoDkXxcnJCefOncPcuXMRGBhYbOdkW1tbzJ8/H7Nnz1b5IgJAtSL0wl//o0ePMGTIEJw7d0461rFjR+zevRsODg4q56JN/v7++O233/Dvv/8iJycHNjY2iI+PR61atfSdmlS5cuWQk5Oj9XWaNWuGI0eOoGrVqlpfq6w5evQoRo8eLXf1/YMHDxAVFYXNmzcjICAAXbp0UTrmw4cP8d133wF4d6cbVc6xRESkuYiICPTv3x9v3rxR6bjx48fzoiEiIiIiIiIi0qply5bh2rVrKh2TkZGBYcOGITo6mhfPG5Hff/8ds2bNQmZmpsx4cnIyjh8/joCAAGzZsgWNGzdWOua5c+ekRaB2dnZG1ySRiBR7/PgxvL29ERkZKTP+5MkTXLt2DQEBAVi0aBHmz5+v0sUvM2fOxNu3bwGAn5cSkU6xCJ0MWkhISJH7mjdvrsNM9GvLli0YP348xGKxYDHr1asnWCwqe86cOYODBw9i165dSE5OVunYChUqICgoCH369JHb988//8h16i8rXQaOHj2KTz75BNnZ2UXOOXPmDFq0aIHDhw+jc+fOJca8cOECdu7cKd3u1auXILmqIyQkBEOHDi32PJKYmIhOnTrh8OHD6Nmzp1Jxv/rqK+kLofbt2+v0zRd7e3v4+/tj3rx5CAkJwcmTJ/HgwQOkp6ejSpUqaNiwIby8vDBkyBC1OjMXUPbNTVNTU7i6usqMTZ48WaYAHXj3czR16tRin+O0JS0tDRcvXkR0dLT0v+/n9b6MjAzcvn27VBWhW1paSi/q0JbOnTtj//79qFSpklbXKYvCwsLQv3//Yi+Iu3v3Lrp164YDBw6gb9++SsWdM2cOXr9+DQBo2bIlateuLUi+RERUsrCwMAwZMgRZWVkqHVerVi2sX79eS1kREREREREREb27i/Pq1avVOvbff//Fzz//jNmzZwucFZVGa9aswbx584qd888//6BFixa4dOmSUo3DxGIxpk2bJm2E9cknn6jVSZ2IDMvz58/RoUMHJCYmFjknNzcXPj4+iI+Pl6kXKc6hQ4dw8OBB6fagQYM0zpWISFn8C4cMVl5eHk6ePFnk/iZNmuguGT3avXs3xo0bV2yXX3XEx8cLGo/KjvT0dHTq1EmtY11cXHDgwAG4u7sr3K/od1ZXnbE18ebNG0yaNKnYAvQCWVlZGDp0KG7cuAFbW9si54nFYnz55ZfS310zMzO93cHh4cOHGDNmjFIXsojFYkyYMAFXr15FxYoVi5175MgR7N27V7o9cOBAjXNVR8OGDTF//nzMnz9fK/EvXbqk1DwPDw+ZjhrJyckyLxTft3fvXjx69AjVq1cXJEdFcnNzceHCBURHR0v/3blzR6UYyj73DBs2DAMGDAAAmJubq5yrskQikdZiA8Do0aMRGBgIU1NTra5TFqWlpWHkyJFK3ZFFIpFg8uTJuHr1Kuzs7Iqde+rUKezYsUO6ra/zCBGRMdq9eze8vb2LvPtYUUxNTfHnn3/ygi0iIiIiIiIi0pq8vDyMHz9ervmVKlTtoE5lU2xsrNKfEb59+xZjxoxBVFRUiZ85bdy4UeYO4Pz8gogA4PPPPy+2AP19QUFBGDRoEIYMGVLsvKysLMycOVO67ebmVmaaPRKRYWCFDBmsixcvSrtiFmZhYVEmCls1FRUVhdGjRwtegA6wCN0Y5eTkAFC+qLSwLl264OLFi0UWoIvFYgQEBMiNt2nTRq31dGnp0qUqdYR/+vQp/Pz8ip2zaNEiXLx4Ubrt6empt0KdtWvXqtQ9OiUlBcuWLSt2zv379zFmzBiZMUO9Gvfy5ctKzevSpYvMdknn2Rs3bqibkpwXL17g2LFjWLlypXTs4sWLaNu2LWbOnImgoCCVC9BVYWpqCktLS1haWmq9UBwAqlatqpW4V65cgYmJiVZil3W+vr549eqV0vMfPnyI7777rtg5jx49wsiRI2XGDPU8QkRU2mzduhUjRoxQuQAdAHx8fODl5aWFrIiIiIiIiIiI3vn++++V/nymKO3atRMoGyrNlixZotId5S9evIjNmzcXOyc2Nlami76NjQ3fDyMiXLt2Dbt27VLpmC+++KLE9+EnT56MW7duSbf5eSkR6RqL0MlgRUREFLnPzc3N4G91lJiYiP79+6t8W/Si2NjYyGyzCN34aFLwOnnyZBw9ehRVqlQpck54eDju3bsnM2ZiYqJ213Vder8Lr7L27NlT5L59+/Zh1apVMmO9evVSeQ2h7N69W+Vj/vrrryL3ZWVlYeDAgXj8+LF0rFmzZnByclIrv9IsJydH6U4Z3bp1k9muV69esfOdnZ3VzqvA7t274erqCjs7O3h5eWHhwoUaxywLPvnkE7nvtzo6duyIvXv3onLlygCAuLg4hISEaBzXEL1/1wNlFXceycnJweDBg5Gamioda9y4sVFcZEhEpG+///47xo4dq9TdLQrr3bs3fHx8tJAVEREREREREdE7169fL7FZUkk6duyIiRMnCpQRlVYZGRk4cuSIyscV9znv48ePMXDgQLx9+1Y69vHHH8vcDZmIjFNx546iPHnyBGfOnCly//r167Ft2zaZMd55gYh0zbCrcMmoFVeE3qRJEx1monvPnj1D7969kZaWJki8NWvWIDU1FT/++KN0LCUlBW/evEH58uUFWYNKv+fPn6t8jJmZGXx9fTFt2rQS527cuFFu7IMPPii2cL00ePr0qUwRpLJu376tcPzGjRsYM2aMXMd5fRWhv337FikpKSofl5ycjKysLFhaWsrtmzx5MmJiYmTGDPWF0Pnz55XqEFq+fHn07NlTZqx+/fpo3749zp07Jze/U6dOqFOnjsb5zZgxAw8fPtQ4TlljaWmJo0ePYsOGDVizZo1KP+MODg7o1asXpkyZIu2CcuLECfz0008A3t0ZYdCgQeyI/p78/HyZq++V9eTJE7x8+VJa5P++adOmISoqSmbMUM8jmsjNzcWff/6Jx48fa+XOOMURiURo0KABhg8frtN1iUi7fvrpJ3z55ZdqHevs7Izt27fzOZKIiIiIiIioGHl5ebh58yZSU1Px4MEDPHr0CCKRCHZ2dnB1dUWLFi1gbW2t7zRLLbFYjPHjxyM7O1vtGFZWVvD39+d7GEYgKSlJejdwVSQkJCgcL2igU/hzJ35+oR25ubly50tzc3NUqVIF9evXR8uWLRV+Vk2ay8zMxM2bN/HgwQM8ePAAT548gbW1NapUqQI3Nzc0bdrU4BuDqkPdxo8JCQkKG6wdO3YMc+fOlRlzcnJC8+bN1VqHiEhdPOOTQcrLy8OFCxeK3G/IRehisRhDhgxRq9irMJFIhM2bN2Ps2LH4448/ZPZJJBIkJCSgRYsWGq9DhsnW1hZ//fUXevToUeLc06dPIywsTG58yJAh2khNUOnp6WodV/juAgBw8+ZN9O7dWy6mg4OD3l4oqHL7ucJycnLkXtgvWbJE7kpcwHBvCXXw4EGl5vXp00fhm8YBAQH4+OOPZS5acHV1hb+/vyD5qXNxiaEQiUSYNm0aJk+ejOPHj+PEiROIiorCo0ePkJaWhpycHDg6OqJGjRqoUaMGmjRpgo8//hjNmzeXe+N5ypQp0iL0//77D3v37jXYn2l1iMVitc8lit78/f7777Fp0ya5cX7P5SUmJuKzzz7T2/qWlpYYNmwYP6whMhA//PCDzG2EVWFnZ4ewsDDY2toKnBURERERERFR2ffw4UMcOnQIhw8fxvHjx/Hy5csi55qZmaFTp06YMGEChg0bxiK/Qnx9fREdHa1RjOXLl6N+/foCZUSlmbqfXSi6G31+fj4mTJgg11yqXLly6NOnj1rrkLz79+/j0KFDCA8PR0REBF6/fl3kXHNzc3Tr1g0TJkzAoEGDIBKJdJip4blx44b0e3/69OliL/axtrZG3759MWnSJKXqRYyFuuccRd/rK1euYPjw4XJ3LOVFL0SkD3xFQgbp2rVrxf7BY8hF6MuXL8fJkyc1jmNlZYVdu3ahX79+AIDGjRvLzYmPj2cROinUoEEDhIaGwtXVtcS5WVlZmDhxosIOrZ9++qk20hNUnTp1YGZmhry8PJWOK/w7derUKQwaNEhaFNy4cWPEx8cDALy8vPRWwFe+fHnY29urfGeFypUro2LFijJjc+bMwbp16wBA5nvm6uoKd3d3YRIuZZQtQh89erTCcVdXV1y+fBnBwcGIj4+Hm5sbRowYofAihtLGwsKiTPx/LVeuHHr37o3evXurHcPNzQ0dOnTA2bNnAQArVqxgQfR7zM3NUaNGDdy/f1+l46ytrWFvby8z9u2332LFihUAZM8jderU4d8kCrx69Uqv62dlZSE7O5udRogMwOrVqzF//ny1jrW0tMSBAwcUvqYkIiIiIiIiMmaXL1/GmjVr8Pfff8sVkRUlLy8PkZGRiIyMxOrVqxU27DBWt27dwqJFizSK0a5dO8ycOVOgjKi0q1u3rlrHOTk5yWzn5ORg5MiR2L17NwDZzy+6d+8u95kpqS46Ohrff/899u/fr3Qhb25uLo4cOYIjR46gRYsWPF+q6dChQ1izZg1OnTql9DGZmZn466+/8Ndff+Hjjz/Ghg0btJhh2aHuOcfZ2VlmOyoqCn369JFetPb+OYdF6ESkD6b6ToBIGy5fvlzsfg8PDx1loltnz57F0qVLNY5TuXJlHDlyRFqADrwrsCusoECW6H0tW7bEuXPnlCpABwAfHx+Fnfu7dOlSJroMmJubo1WrViof165dO+njLVu2wMvLS1qA7uXlJdMF/uOPP9Y8UQ307NlT5WN69eolffzs2TP069dPWoBuY2ODWbNmSfcb6guhmzdv4ubNmyXOc3d3L7YDQoUKFTBp0iSsX78eEydOLNUF6M7Ozujfvz98fHwQGxuLqlWr6jslnZkwYYL08aVLl3D16lU9ZlP6eHl5qXWMqem7lysvX77EoEGDpAXoVlZWMt14BwwYIEyiREQkZ+nSpWoXoJuamiIoKAjt27cXOCsiIiIiIiKisismJgZeXl5o3rw5goODlS5ALywuLg6dOnVCUlKSwBmWPRKJBBMmTMDbt2/VjmFpaQl/f3/p+9Jk+CpVqqTW57zvfw6alJSEjh07SgvQHR0dMXHiROl+Q/0cVFfOnj2LTp06wdPTE3v37lW7k3RsbCzat2+PBw8eCJyh4QoJCUGTJk3Qp08flQrQCwsPD0fr1q01Oj8bCnXqLsqVK4fOnTtLt3/99Vd069ZNWoD+xRdfwM7ODgDg4OCADh06CJMsEZEK+NczGaRLly4Vuc/c3BzVqlXTYTa68eLFC4wcOVLtNykKODo64tSpU+jYsaPMeJUqVeSKCVmEToV169YNkZGRcp1ri+Lv74+1a9cq3CfEBRW6ompHBHt7e8ybNw/x8fHo27cvxo4di5ycHABA69atsWfPHkRERAB4V7ijTvGmkGbMmKFSJ/Zy5cph8eLFyM/PR2BgIJo2bYrQ0FAAQMWKFXHkyBGZzuqG2jF63759Ss2bO3eu3jrda6JmzZoyHU03bdqEO3fuYN++fViyZEmZ6IIupP79+8Pc3Fy6vXPnTj1mU/p8+eWXKt3m0MzMDEuXLoVYLMaOHTvQtGlT7N27F8C7OzQcOnQI6enp0vmGeh4hItK3RYsW4bvvvlP7+E8++YQXChERERERERH9n+zsbHzzzTfw9PTEsWPHBImZk5OD48ePCxKrLAsNDcWZM2c0irFkyRI0bNhQoIyorFD1c96qVati1qxZyMrKwg8//IBmzZrh4sWLAIBatWrh1KlTuHbtGoB3n/P2799f8JyNQWZmJmbMmIFOnTpp/Ltd4O3btxoVUxuLJ0+eYOjQoRg8eDDi4uIEi6lM8zZD161bNzRp0kSlY+bMmQNbW1vExcWhd+/emDZtGrKzswEAs2fPxvDhw/HkyRMA796P54VURKQPPPOQQSquE3r16tXLZLFfSSZNmoTk5GSNYtSvXx/nzp0r8o+ewt3QWYRO7xs4cCAOHTqEChUqKDV///79mDx5ssJ9Xl5echdClGZDhw7FsGHDlJ7v7u6OgQMHwt3dHWFhYdLx8ePHIzIyErm5uYiOjgYAtGjRQumifm3x9PTEggULlJ7v5eWFXbt2wd3dHePGjUNqaioAoEGDBjhx4gTatGmDAwcOAABq1KiB1q1bayVvffP39y9xTp06deDt7a2DbDTj6OiIvn37YvHixQgNDcXDhw9x//59mY72ZmZmesxQ/2xtbdG1a1fpdlBQkB6zKX2aNGmCJUuWKD2/e/fuOHDgAJo0aYJRo0ZJ/8ZxdnZGZGQkOnfuLL3Qw97enlf1ExFpwXfffYfly5drFEPT16hEREREREREhiImJgYffvghvv/+e42bihVW0BlYIpEIGrcs0bS7cevWrfH1118LlA2VJd7e3hg+fLjS8wcMGIBVq1ahfv36mD17Nl69egXg3eepZ86cQaVKlXDu3DkAQPv27eHg4KCVvA1ZQc3Kzz//LPh5Td1O6sZiz549cHd3l3b2F1JeXp7gMcuinTt3wtraWqm5lStXRo0aNdC/f398+OGHCA8PB/CuKeC6deuwdu1ahISESOfzzgtEpC/GXS1EBuv69etF7nN0dNRhJrpx4MAB7NmzR6MYzZo1w+HDh4t9EdS4cWOZK0MTExORm5sr0/mVjFPr1q2xa9cupX8WDh06hBEjRhT5JpumxS66ZmJigsDAQFhaWmLr1q0lzi98hXWlSpWwceNGjBgxAgAQFhYm/d68fzs3fVq2bBlMTU2xbNmyEueGhoZKO58XmDp1Kn744QdYW1vjxIkT0k7oAwYMMMgLg06dOoUbN26UOO/rr7/Wa/G2paWl9ErpwlxcXODn54cWLVqgRo0aOs6sbBoyZAiOHj0KALh79y6ioqLQrl07PWdVeixcuBDAu666Jb1peOTIERw5ckRmbNy4cfjxxx9RoUIFnD9/XvqhwieffKJSl3UiIirZ5s2bBbkzUUJCAiQSiUH+vUdERERERESkrPDwcAwZMgSZmZlaXaeo9/uNQZcuXWBubo7c3FyVj7WwsEBAQADfZzZiW7Zs+X/s3XdcU+f7P/5XwpQtogwVFLeguPeqqAUHjqptHa21dVRF37Za67uufmsttdZVnNihb1urdU9QcVdRVByAE3GBi71n8vvDH/kQCCRAkpOE1/Px8CE55z73fYFyknPOdV83TE1N8b///U9p26CgILnXxsbGWLRoEf773//CyMgImzdvliU6MyG04vbu3YsxY8Zo/HyWnZ2t0f710YoVK/DVV19pfEJTTk6ORvvXdR4eHggNDcWwYcPw6tWrctumpKRg+vTpcts8PT2xfft2eHl5AYBsJWkbGxt4e3trJmgiIiVYCZ0MTmZmJpKSksrc7+TkpMVoNC8/Px9z5sypUh/t2rXD6dOnlc7CLVkJvaCgAA8fPqzS2KT/bGxssGPHDpUT0Ddv3gw/P78yLy78/PzQsWNHdYaoFTVq1MDWrVtx4MABtG/fXqVj3N3d8fPPP+PJkyeyBHQAshmsgO4koYtEIvy///f/cO7cOXTu3FmlY0xMTDBq1CicO3cOGzZskM3oLT4bd8SIERqJV2ibN29W2sbZ2RmfffaZFqIp2+bNm/Hee+9h2rRp+P3332XLAwJv4xsyZAgT0Ctg2LBhcjepWQ29tG+++Qb//vsvunfvrlJ7Y2NjDBs2DCdPnsRvv/0mW22jOpxHiIiEEhwcjM8//7xSxxoZGaFVq1ay11lZWayGTkRERERERNXan3/+iaFDh2o8AR2o3kmVzZo1w6pVqyp17KJFi0o9B6fqxczMDNu2bcOePXvQrFkzlY6xtLTEZ599huvXr2PhwoWy50N8flF5QUFBGD16tFYm1KSnp2t8DH3y1VdfYe7cuVpZUePFixcaH0PXdenSBbdv38b06dNhamqq0jGtWrVCYGAgwsPDZQno165dw5MnTwAAAwcOhJmZmcZiJiIqDyuhk8FR9oC7KHnJUKxbtw4PHjyo9PGenp44fvw4bG1tlbZt0aJFqW137txRuJ2qjw0bNsDd3V1pu7y8PMyfPx8rV64ss03NmjXxyy+/qDM8rfPz84Ofnx/u3LmD4OBgxMbGIi4uDnFxcSgsLETdunXRqlUr9OzZE/369YNYLD8fTCqVyqr/1qxZU+WEb23p2bMnwsLCcPv2bezduxdXr17Fw4cPkZSUBGNjY9jZ2aFFixbo1q0bxo4dC0dHR7njpVIp9u/fDwCwt7dH7969hfg2NCopKUml1SnWrl2r8lJbmjJ69GiMHj1a0BgMSe3atdG9e3ecO3cOALBr1y6sXr2a1VNK6Nq1Ky5cuIDo6Gjs2bMH4eHhePDgAZKTkyEWi2FnZ4fmzZuja9euGDdunMJVbIpm9VtbW6Nfv37a/haIiAzW7du3MXr06EotjWpmZoYdO3YgISEBkydPlm2/c+cO3Nzc1BkmERERERERkV7YsWMHxo8fr5WkPgCVup43JNOnT0dERAR+/fVXlY9p3749vvrqKw1GRfpkxIgRGDFiBC5evIhDhw7h2rVrePz4MVJSUmBmZgZ7e3u0atUKvXv3xgcffFAq9yQ1NRWnTp0C8HYlet4TU92vv/4qd09R0/Ly8rQ2lq6bO3cuVqxYobXxMjIytDaWLqtduzYCAwPx3XffYe/evbhw4QJu3bqFN2/eICcnBzY2Nqhfvz7at2+PkSNHokuXLqX6KD7phSsvEJGQmIROBufZs2fl7jc3N9dSJJqXlJRUpSXSmzRpghMnTqBWrVoqtVc0A/zOnTuVHp/0X9u2bTFmzBil7aKiojBu3DjcuHGj3Ha///47XF1d1RWeoFq0aFGpCRo3b96Uzf7t16+fziavtmrVSq7KpaquXLmC58+fAwAGDx4MY2PD+ygSGBiodIa+n58fRo4cqaWISJu6desmS0J//fo1rl69qnOTSXRFy5YtK1Vd5ubNm4iJiQEA+Pr6clY/EZGaZGVlYfTo0ZWqAmRjY4MDBw6gT58+uHDhgty+u3fv6szqPkRERERERETacu/ePUyePFlrCegAIJFItDaWrlq3bh2ioqIQFhamtK2pqSl+//13g3xWRVXTrVs3dOvWrcLHHTp0CPn5+QCYEFoRN2/exIwZM7Q6ZnWftFNk3759Wk1AB6CVSvf6pGbNmvj000/x6aefVvjYoiR0MzMz+Pr6qjs0IiKViZU3IdIvyiqh16hRQ0uRaN6SJUuQnJxcqWOdnJxw8uRJODk5qXyMi4sLbGxs5LYxCb16+/LLL8vdn56ejv/+979o37690gR0f39/DB06VJ3h6aXg4GDZ14aYrGPos3FTU1OxevXqcttYW1tj3bp1WoqItK19+/Zyr8+fPy9QJIbL0M8jRERCmTVrFu7evVvh4xwdHXHmzBn06dMHQOnJy7xmJCIiIiIiouomOzsbo0aN0nq1V5FIpNXxdJGZmRn27NmjcIXNkr755ptKFVwiKgufX1Rceno6Ro8ejZycHK2OW3K18uooNjYWEydO1Pq4ulqET9/cuXNHdj+/X79+pVZmICLSJr6rksGJj48vd7+hVEJ/+fIlNm7cWKljzc3NsX///kpVnC5Z2ZkJBdWXvb093n//fYX70tLSsHbtWjRp0gQ//PCD0tmswdS3ewAAIABJREFUbdu2xU8//aSJMPXOsWPHZF8bYhL6vn37AAAWFhZ49913BY5G/dauXat0ctD333+PevXqaSki0jYmoWte8Vn9gwYNEjgaIiLDsHv3bmzZsqXCx7m4uODs2bNo27atbJu9vT3q1Kkje81rRiIiIiIiIqpuli1bhtu3b2t9XCb2veXi4oI9e/bA1NS0zDZt2rTBf//7Xy1GRYYuKysLISEhAN6uSO/p6SlwRPph0aJFuH//vtbH5QoIwJQpU5CSkqL1cQ2pcKiQik96GTFihICREBEBfFclg6Ns6XBNLkN28+bNUtt8fHw08gH2+fPnsqWcKsrV1VVpBeuyxMbGyr2+ceMGevToUam+SL+UrIooFotl1Q6LZGVl4cWLF3jz5g0KCwtV6tfc3BzGxsbw9vZWV6h6q7CwEJcvXwbwNkl79OjRAkekXllZWXjw4AGAtxeX/fv3Fzgi9SosLMTVq1fLbWNjY4OdO3di586dWoqq8m7fvq30/P7q1SvZ18uWLatU8po2JSUlAXh7Ua5sdYaqMDY2li3jFxwczPdJNcrOzkZkZCSAt+dJLi1XPm1XWlLE29ubFZiIdFx+fj6uX79e4ePMzMzg7OyscJnQ4pNQw8LCBH8vLHk+PHToEM6cOSNMMEREREQG7NGjRwDe3oMR+jMgkbqlpqbKvT569CguXLggUDS6qXihsP79+1fbhGiJRILw8HBBxs7Pz+f5txhXV1c8fPiw1Pai+5Uln3MSVUViYiKysrIAvH0myt9F5QoKCpQ+W9WUnJycav1vlJmZqdFnpeWJj4+v1j97dSnKTxOJRNi0aRN+++03gSPSbXFxcXKvFeX3EVHliaRSqVToIIjUafr06Vi/fn2Z+6dOnYoNGzZoZOwxY8Zgx44dGumbiIiIiIiIiKrO1dUVT58+FToMIiIiIiLSY/Xr18ezZ8+EDoOIiIiIiCqoadOmuHfvntBhEBkMVkIng1M0u7Sy+6tCLBaX2mZmZqb2cSQSSaWqoIvFYpiYmFRqzMLCQkgkkgpXkheJRBCLxbI/pL/y8vJQfN6SkZERJBIJKjuXSSQSwcTEhNVRiykoKJBVkDcxMTG435ni/4c0cW4UklQqRV5eXrlt9OXftKhyqSrvGYWFhbKK38bGxjpf2abo/6CRkZFGl9nLz8+Xe7/Ul397fVD8PGJqasr3ECKiKlLlM0xJqnyOL/4ZARD+vbB4ZXbg7eccQ/s8SkRERKQLiu5vikQimJqaCh0OkVqVfEbC64rSil8LVuefTcn/K9rE869iJe/Z894yaULR/Sf+HqqO50vhlLxfqk1VyVuit/TtGb0uUPRZnojUh0noZHCETELv0aMH/vzzT7ltL1++hJ2dnVrH8fPzw6FDhyp0jKWlJW7cuIHGjRtX6Li//voLX3zxBV69elWh44pIpVIUFhaisLAQTZs2xcKFCzFmzBi+oeuhjh07yi2HVZQsXRn169dHcHAwWrZsqY7QDIarqyuePXsGKysrJCYmGtSFb0xMjOz8M2DAAISEhAgckXoNGDAAJ06cKHN/YGAgpk+frsWIKq/oxmvXrl2VLie7ZcsWTJo0CQAQFBSECRMmaDq8KnFycsKrV68wdepUBAYGamycyZMnIygoSPZ68+bNOv+z0QfPnz+Hq6srAKBXr144e/aswBEREem/vn374vTp0yq3b9KkCU6fPo26deuW2+7EiRMYMGCA7HVgYCAmT55c6Tirys7ODqmpqbLXY8eOxdKlSwWLh4iIiMhQzZgxA+vWrUOdOnXw8uVLocMhUisHBwckJibKXn/wwQcICAgQMCLds3r1asyePRsAkJCQACsrK4Ej0r7Xr1/D0dFRsPFdXFzw/PlzwcbXVa9evUL79u0RFxcHAFi4cCEWLFggcFRkSI4dO4aBAwcCAD7//HOsW7dO4Ih036NHj9CoUSPBxm/atCnu3r0r2PhCOnr0KAYNGqT1cUUiEaRSKYYMGYL9+/drfXxD0rNnT9lz/JiYGNnzUypb48aNERMTI3vdvXt3AaMhMjzMAiWDoyzJvPgNIn30/PlzHD16tMLHrVy5skIJ6E+ePIGvry/Gjh1b6QT0ku7fv4/x48fD09MTf//9t2CzWklYrVu3xqVLl5iAXkJUVJRs6c533nnHoBLQAWDv3r2yr4cPHy5gJOq3c+fOchPQx48frzcJ6KQeJSef8aGreuzbt0/22cHQziNEREI4cuRIhRLQHRwccPz4caUJ6ABKfda/c+dOheMjIiIiIiIi0jfR0dGCjNuwYUNBxtUXjo6O2Ldvn6xC/+LFi3HkyBGBoyJDYsjPQTVFqPOlu7u7IOPqEqF+9i4uLoKMa2hevXqFixcvAgDat2/PBHQi0glMQieDU3wpLUXi4+O1FIlm7Nu3r8IVqH19fStUde7ChQto27YtgoODKxqeSu7cuYMPP/wQPXv2ZGJeNdO3b1+cP39epcSV6qb475uPj4+AkWhG0c0XsViMYcOGCRyN+rx580ZW2UWRvn37YvPmzVqMiHSBra2t3Gt1Teaq7ngTl4hIvdasWaNyWxMTE+zduxcNGjRQqX3dunVhY2Mje80kdCIiIiIiIqoOkpKStD6mm5sb+vTpo/Vx9U3Hjh2xceNGAG/zCcaMGYN79+4JHBUZAolEggMHDgAA7O3t+fuoIiHOl02bNkXHjh21Pq6uEeJn379/fzg5OWl9XEO0f/9+WV7ciBEjBI6GiOgtJqGTwVFWPbhomS19VdHEcGNjY6xatUrl9gcOHED//v2RnJxc0dAq7N9//0X79u0RFham8bFIeJ988gmOHTsml4yi7woKCvD8+XO1rLCwe/du2de+vr5V7k+XxMfH4/LlywCALl26GMwFplQqxfjx4/HixQuF+7t06YIDBw7A3Nxcy5FpT8OGDfHee+/hvffeUzkprToomYT++vVrgSIxHAkJCTh//jwAoF27dnBzcxM4IiIi/RYTE4OTJ0+q3H7dunXo2bOnyu2zsrLkPvOdPXsW3bp1w7BhwzB58mQsWLAAu3fvRmpqaoXiJiIiIiIiItJlFhYWWh3P2NgYO3bsMLjVdTVlwoQJ8Pf3BwCkpaVh6NChvDdBVXb+/Hm8efMGADB48GAYGxsLHJF+0Pb50szMDDt37uS/D7T/s3d0dMT//vc/rY5pyFi0i4h0EZPQyeAou8jOyMhAenq6lqJRr9zcXJw5c6ZCx0yaNAnNmjVTqe3evXvx3nvvIScnpxLRVU58fDx69+6NoKAgrY1J2iUWi7F8+XL89ttvBnMTLDg4GAMGDECNGjVQv359ODg4wNnZGf7+/pVKSI+MjJRNxmjSpInBLZu4b98+SKVSAIZ1IfTDDz8gJCRE4b7WrVvj6NGjsLKy0nJU2uXt7Y3du3dj9+7drOxQTH5+vtzrzMxMgSIxHAcOHJCtBGNI5xEiIqFs3rxZ9vlMmdGjR2PSpEkqtX3w4AFmzJgBFxcX3L9/X7Y9JycHly5dwoEDBxAUFITvv/8eo0aNgoODA3r16oWAgABO2iIiIiIiIiK9p81iLWZmZtizZw+6du2qtTENwcqVK9G7d28AwL179zBmzBilK60TlYcJoZWjzfOlhYUFDh48iDZt2mhtTF2mzZ+9k5MTTp48CUdHR62NachSUlJw+vRpAEDz5s3RokULgSMiInqLSehkcFRJcn369KkWIlG/a9euISsrS+X21tbWWLJkiUptIyMj8dFHH8kSvLQpLy8PkydPxvr167U+NmmWlZUV9u3bh7lz5wodiloUFBRg0qRJ8PX1xYkTJ1BQUCDb9/LlSwQGBqJZs2b4448/KtTv999/L/vax8dHXeHqjOI3XwxlSahz585h0aJFCvc1bdoUx48fR82aNbUcFemKkknn2pzcZagM8TxCRCSUvLw8/P777yq1dXFxkS1VrazPb7/9Fp6enli3bp3KVcQKCgpw/vx5zJ8/H+7u7pg3b55aVhkiIiIiIiIiEkLz5s21soqjhYUFDh06BD8/P42Ppc8KCgpw5MgRTJ48Gb169YKHhwfeffddudVMjx49igULFggYJem7ffv2AXj7e/nuu+8KHI3+aNeuHWrXrq3xcWxsbGQF5uitAQMGQCQSaXwcV1dXnDt3Dp6enhofq7o4dOiQrBgaJ70QkS5hEjoZHFWS0KOjo7UQifpdu3atQu2/+OIL1KlTR2m75ORkDBs2TPBKrbNmzZLN2iP95+rqigsXLhjUDTB/f39s2bKl3DaJiYn45JNP8Msvv6jU59WrV7Fz507Za0NLQk9MTMS5c+cAvK0O7u7uLnBEVXfz5k0MGzZM4aSd5s2bIzQ0VK9nc3t4eMDDw8Mg/q2EUnLFFSahV01aWhpCQ0MBvJ3k0bJlS4EjIiLSbydPnpQtEazM77//rnRi3bNnz9CxY0csWbIEeXl5lY4rMzMTy5cvR4MGDbBq1apK90NEREREREQkpKlTp2q0/7p16+L48ePo37+/RsfRdyEhIWjVqhUGDx6MoKAgnD9/HtHR0Th16hQOHjwo1/aHH37Arl27BIqU9Fl4eDiePXsG4O0z3ho1aggckf4Qi8WYPHmyRsdwc3NDaGgoevbsqdFx9E2dOnU0XvCpXbt2OHfuHJo0aaLRcaobrrxARLqKSehkcMzMzJS2iYqK0kIk6leRJHQTExN8/vnnKrWdNWsWYmJiKhuW2hQUFGDUqFGIjY0VOhSqIi8vL1y5cgVeXl5Ch6I2p06dUqkKZJG5c+fi4cOH5bZJS0vDuHHjIJVKAQDm5ubo06dPVcLUOQcPHpRVjDeEC6G7d++if//+SE5OLrWvc+fOuHDhAurVqydAZOoTGRmJyMhIbNu2TehQ9FbJ9zFjY2OBIjEMR44cQW5uLgDDOI8QEQmtaIKgMsOHD1daISgqKgrdunXDrVu31BEaACAjIwNffPEFxo4di+zsbLX1S0RERERERKQNM2fORMOGDTXS97hx4xAZGYnu3btrpH9DERAQAF9fX9y9e1flYz755BPcuHFDg1GRIWJCaNXMmTMHLi4uGun7s88+w+3bt9GhQweN9K/vli5dCgsLC7X3a2xsjMWLF+Py5ctaWRmkOsnKykJISAgAoF69evy/TUQ6hUnoZHAsLS2VttHXJPTbt2+r3Hb48OEqVeINCwvD9u3bqxKWWiUmJsLPz4/JBnrMy8tL7ytBK/Ljjz9WqH1ubi7WrVtX5n6pVIoJEybg3r17sm09e/bUyMWekAzp5ktMTAy8vb0VVg718fHBqVOnUKtWLQEiI11TcgKKlZWVQJEYBkM6jxAR6YLz588rbWNsbIyAgIBy28TGxqJ37954/vy5ukKT89dff6F79+6Ii4vTSP9EREREREREmmBhYYFDhw7B1tZWbX26urpiz549+N///gc7Ozu19WuINm3ahPnz58sKQKkqKysLw4YNQ0JCgoYiI0NU9PzCxMQEgwcPFjga/WNnZ4cDBw6o9fm4u7s7jhw5gqCgIFhbW6utX0PTvHlzbN26FWKx+tIGO3TogLCwMCxZsoQFujTg2LFjsjyqYcOGQSQSCRwREdH/YRI6GRxlS4UD+puE/vjxY5XbqlIFXSqVYubMmRW+CNe0yMjIcpN3SXcVJaAbWiJuVlYWzpw5U+HjTp48Wea+H3/8Efv27ZPb5uPjU+ExdFlGRgZOnDgB4O0Fvz5Xxj9z5gy6dOmC+Pj4UvvGjh2LgwcPGtwEAqqcnJycUtVVVJkgR4rl5OTg2LFjAN4uM9upUyeBIyIi0m85OTm4evWq0naTJ09G06ZNy9xf9GA2MTFRneGVEhERgSFDhiArK0uj4xARERERERGpk4eHBy5duoTmzZtXuZ+tW7ciJiYGI0aMUFN0huvhw4eYOXNmpY9/8uQJRo4cKVvhl6g8UVFRuH//PgDgnXfe4QSRSurQoQP+/fdfuLu7V6mfNm3aYMeOHbh//z4GDhyopugM28iRI3HkyBHY29tXqZ++ffvi+PHjCA8PR/v27dUUHZVUvGgXPxMQka7h1CMyOKp8QHrw4AHy8vJgamqqhYjUIzMzE0lJSSq1bdasGfr06aO03aFDhxAeHl7FyP7PqFGjkJaWhtevXyM2NhYpKSmV7isgIABTpkzh7FQ9Uq9ePZw8edLgEtCBtzed8vLyKnxcWVUbDx8+jAULFpTabmhJ6EeOHEFubi4A/a5evH79esyaNavUTUexWIxvv/0W33zzDWcak8zZs2dLreZRp04dgaLRfyEhIcjMzATAWf1EROpw+fJlpZ9rxWIxvvrqq3LbzJw5E7du3VJnaGWKiIjAxx9/jF27dvF9gIiIiIiIiPRGixYtcP36dWzevBk//fSTyit9OTs7o1mzZnBzc4O1tTUOHTqEo0ePwt7eHk2aNEHnzp3RsWNHmJiYaPg70D/ffvttpZ7nFXf27FnMnj0bv/zyi5qiIkPFVVzVp02bNrh58yY2bNiAlStX4uXLlyodV7duXdn50sLCArt378aBAwdQq1YtNG7cGF26dEGHDh1YlbscPj4+uHPnDlauXIn169cjPT1dpeMaNWqExo0bw83NDSKRCBs2bMDWrVtRq1YttGzZEl27dkWrVq14P1dN8vLycOTIEQBArVq10KtXL4EjIiKSx3daMjiqVEIvKCjAvXv30KpVKy1EpB7Pnj1Tua2vr69K7TZs2FDhONzc3DBy5EgYGRlh+fLlcvvmzZsnm9kokUgQHh6O48eP4++//0Z0dHSFxklMTMTKlSuxePHiCsdI2mdkZIS//voLDg4OQoeiEZVdLaBu3bqltm3atAkzZsxAYWGh3HZXV1e0bNmyUuPoKn2/+ZKfnw9/f39s2rSp1L5atWrhr7/+woABAwSIjHRZSEhIqW0NGzYUIBLDoO/nESIiXaPKJGRfX1+4ubmVuf/KlSv47bff1BmWUrt378ayZcvwzTffaHVcIiIiIiIioqqoUaMGZs2aBX9/f0REROD06dOIjo5GQkICEhMTYW1tDScnJ+Tk5ODFixeIiYlBXFwcXrx4UW6/Dg4OGD9+PObMmQMXFxctfTe6LTMzE7t371ZLX4GBgWjTpg0+/fRTtfRHhqno+YVYLMawYcMEjkb/WVlZYe7cufjiiy9w7do1nD59Gnfv3kVCQgKSkpJgY2MDZ2dnZGRk4OXLl3j48CHi4uKUTvBxcnLCRx99hC+//JJFo8pQp04dBAQEYMmSJQgLC8OZM2fw6NEjJCQkICUlBbVq1UKdOnWQkpKCFy9e4N69e4iJiUFMTEy5/TZq1AifffYZ/P39uWp0FYWGhiI1NRUAMGTIEBgZGQkcERGRPCahk8FRJQkdeLs8kj4loVekqrgqVdAfP36M48ePq9ynu7s7Fi9ejLFjx8LIyAjXr18vlYQeFRUlS0IXi8Xo3LkzOnfujAULFmDPnj347rvvKlQtb+XKlZgxY4ZBVtY2NAsXLkTPnj2FDkNjmjRpAhMTE+Tn51foOE9PT9nXUqkUX331FVasWAEAEIlE8PPzw4EDBwAA7777rvoC1gG5ubk4evQogLcX9926dRM4oop58+YNRo4ciXPnzpXa16FDB+zevbvc5CyqvoKDg0ttq+oSgtVVQUEBDh06BODtSje9e/cWOCIiIv33+PFjpW0+//zzcvfPnDmz0pM0q+L777/HxIkT4ezsrPWxiYiIiIiIiKpCLBajffv2sueowNvnKNu2bcOKFStw//79CvWXkJCAVatW4ddff5U9d6ruzpw5g5ycHLX1N23aNFk1X6KSHj16hBs3bgAAunTpAicnJ4EjMhxGRkbo1KkTOnXqJNuWlZWF3377DStXrkRsbGyF+nv58iWWL1+OLVu2YM2aNeoO16CYm5ujT58+cvlGSUlJCAwMRGBgIN68eVOh/mJiYjB//nxs3LhR60VNDE3xol0jRowQMBIiIsXEQgdApG729vYqtYuKitJwJOqVmZmpUjuxWKzS0ivbtm2DRCJRqc+pU6ciMjISH330kWxGXcuWLUvNrouMjFR4vEgkwsiRIxEREYFFixapvOROWloatm7dqlJbEk7nzp2xcOFCocPQKBMTE/To0aPCxw0ePBgAkJycjFGjRsndCFyzZg3s7Oxkr318fKoeqA45fvw4MjIyAABDhw7Vq6W2IiIi0LFjx1IJ6CKRCP7+/rhw4QIT0Emh+/fv486dO6W269OkN11y+vRpJCcnA3g7q5/LJRIRVd2TJ0/K3e/g4FDuylrnzp3D5cuXVRpLLBajXbt2ctumTZuGM2fOYNeuXViwYAE6dOig8ufE7OxsLF26VKW2RERERERERLpsy5YtaNCgASZPnlzhBPTi0tLSMHnyZJVWPjN0FU1MVSYvLw8jRoxQWmWZqieu4qodEokEa9euhZubG/z9/av0e56UlITx48cjOjpajREarpycHPz3v/+Fq6srFi9eXOEE9OKePHkCHx8f2TM/qhiJRCIrbGhlZYX+/fsLHBERUWlMQieDU69ePZXaGWoSeuvWrVWqBn/mzBmlbcRiMYKCgrBhwwbUqFFDbp+5uTmaNGkit03Zz1QsFuPbb7/F4cOHYW1trXR8APj7779VakfCWbZsGcRiw387WbZsWYXat23bFsOHD8eGDRvQpEkT7NmzR7bv22+/hb+/v2w1AmNjY/Tr10+t8QpNH2++FBQU4LvvvkPnzp1LJWjVr18fJ06cwNq1a2FmZiZQhKTrfv7551Lb6taty0kLlaSP5xEiIl2n7GFBr169yv1sv3nzZqVjWFtbY/78+YiPj8elS5fkJhElJyejd+/eGDVqFL777juEh4fj0aNHmDJlCkxNTZX2HRQUpFI1dyIiIiIiIiJd9OTJE/Tv3x+TJk3Cy5cv1dbv9evX1daXvioqjKQKCwsLBAQEIDY2FgUFBYiPj8fRo0dLTcx/+fIlhg8fjuzsbHWHS3qOzy8078GDB+jduzdmzZqFhIQEtfUbERGhtr4M1aVLl9CmTRv88MMPKucpKZOfn6/2yULVxfnz52X39X18fGBubi5wREREpRl+1iBVO46Ojiq96erbjPC8vDyV2qlSbTU/P1+l6nVBQUH47LPPVB6rrEroJQ0cOBA7d+4sVUldkfDwcDx79kylfkn7evTogb59+wodhlZ06dIFS5YsUbl9YWEhnJ2dMW3aNCQmJgJ4u1LDwYMHsWjRIty8eRMvXrwAAHTt2hU2NjaaCFsQBQUFOHToEADAzs5OL/6PREdHo2vXrli0aBHy8/Pl9o0fPx63b9+Gt7e3QNGRPnj16pXC1Tu6d+8uQDT6TyKRYP/+/QAAS0tLvPvuuwJHRERkGJQ9kC2+1GpJWVlZchMryzo+Ojoay5Ytg6OjI0xNTdGsWTPZfkUTlxs0aICNGzfi1q1baNmyZbn95+fnIygoqNw2RERERERERLpo27Zt8PT0xMmTJzU2hlQq1Vjfuq5u3boqtWvRogUiIiIwb948NGjQAEZGRnB2doavry+OHj2Ko0ePwtXVVdY+PDwcixcv1lTYpIdevHiBsLAwAG8LBDZq1EjgiAzPpk2b4OXlhQsXLmhsjOp8viyLVCrF/Pnz0aNHD9y7d08j/VPFFZ/0MmLECAEjISIqG5PQyeCIRCI0aNBAabvnz5/j+fPnmg9ITSwtLVVq5+joqLRNREQEsrKyym0zZcoUTJw4sdw2JZPQnz59ivT0dOVBAvD19cWqVatUanv+/HmV2pH2lTdJwRAtXrwYq1atgoWFhdK2t27dQlpamuz1gAEDEBERgSFDhgAAQkJCZPt8fHzUH6yAzp49K0u8HzRoEExMTASOqGwSiQTLly9Hu3btcPXqVbl9Dg4O2LNnD7Zt2wZbW1uBIiR9sXr1auTm5pbaXrJyCqnm0qVLskpAnNVPRKQ+yirX9OrVq8x9ly5dQk5OTpn7x44di5MnT5Zanaz4deO9e/dQUFCg8PhmzZrh8uXLGDBgQLkxHj16tNz9RERERERERLomICAAH3/8cYWqdVdGda7Y3bp1a6VtjI2N8eeff6Jp06ZltvH19UVUVBRmzpwpWy3u/v37aouT9N++fftkybSsgq5+CxcuxNSpUzV+PlNXhW9DkZ+fj7FjxyIgIAASiUSjY2n6vdDQ7Nu3DwBgamqKQYMGCRwNEZFiTEIng6RKEjrw9iG6vlC1SnKdOnWUtnn48GG5++vXr69SgriiquuKKtuVxd/fX6UKsUxC102WlpZ47733hA5D6/7zn/8gJiYGc+fORZMmTcpta2lpiSlTpuD27dsICQmRq5wQHBws+9rQktD1ZQm68+fPo0uXLpg3b55c8rCRkREmT56MqKgoziYmlTx9+hRr1qwptd3Y2Bh+fn4CRKT/9OU8QkSkb4oenpalYcOGZe4r77pswIAB2LZtm8LVropfN+bm5pZ7PWplZYV//vkHHh4eZba5ceMG4uPjy9xPREREREREpCukUim+/PJLzJ8/XyvjlTd53NB5eXmhZ8+e5bb59NNP0bZtW6V9WVlZYc2aNQgLC8OCBQvw448/qitMMgB8fqEZEokEn3/+OZYuXaqV8ZgI/X+ysrLg5+eHHTt2aGW8otXiSbnw8HA8e/YMANC3b1+V88aIiLTNWOgAiDShvAfnxV28eBGjRo3ScDTqYWdnp1I7VSqhJyQklLv/66+/Ro0aNZT2oygJPTIyEl26dFF6bJGAgAClNwQiIyNV7o+0p3///rCyshI6DEE4OTlh+fLlWL58OR48eIArV64gKSkJSUlJEIlEqF27Njw9PdGhQweFv0sZGRn4999/Abz9nVXlhpe+kEql2L9/PwCgRo0aOlkF+u7du5g3bx4OHjxYat+7776Ln3/+udzEJ6KSvvrqK4UVGfr27Qt7e3sBItJ/RbP6TUxMMHjwYIGjISIyHOWt7mJubl7uTexbt26V2ee2bdvKTHAved0YGRmJ5s2blzl2k9vlAAAgAElEQVSOjY0Ndu/eDU9PTxQWFipsc+zYMXz66adl9kFERERERESkC5YsWYKVK1dqbbyyrqOri4CAAPTu3bvMVdiUPZMuqWPHjujYsaM6QiMDkZSUhLNnzwIA3N3d4eXlJXBEhmPu3LnYuHGj1sbLz8/X2li6TCqVYvTo0XIF9DStOq/aUVHFJ72weB4R6TImoZNBMsRK6G5ubhCJRLKlncqiSrLbmzdvytxnZWWFiRMnqhSTu7s7LC0t5ZYqqkgldADo0aMH+vbti1OnTpXZJiYmpkJ9knZ4e3sLHYJOaNKkidKK6CWdPn0aeXl5AN5WjRSJRJoITRBhYWGyypQDBgyAhYWFwBH9n1evXmHx4sX49ddfS92A9PDwwIoVKwyuKj1p3qlTp7Bz506F+/7zn/9oORrDEBERgdjYWABvE/nLS5gkIqKKKW9ys7JVtcq6jpw5c2a5k6FLJqFHRUVh5MiR5Y7VvHlzTJw4EUFBQQr33759u9zjiYiIiIiIiIR28uRJrVX0LVLdK6R269YNS5cuxddff61wv6ICa0QVcfDgQdkzRlZBV5+DBw9qdcIOoFpeTXWwfPlyHDlyRKtjuri4aHU8fVaUhC4WizF06FCBoyEiKlv56zAT6SlVK6FHREQgNzdXw9Goh5WVFerXr6+0nSrLrGVlZZW5r3///jA3N1cpJpFIVKpacGWqliubsffixQtZwi7pDiahV17xmcSGlvSsq0vQpaenw8vLC5s2bZJLQG/Tpg3+/PNP3Lx50+D+LUjzMjIyyqzC6uXlpZMrAegDXT2PEBEZgkaNGpW5T9mD6sTERIXbp0yZUu5xbm5usLa2lr1W9ZqxvKXKX758qVIfREREREREREJ48eIFxo4dC4lEotVxVXmWbOi++uorDBo0SOG+lJQULUdDhobPL9TvyZMnmDBhgtbHVTWnyJBduHABCxYs0Pq4LVu21PqY+igqKgr3798H8HaSlbIiMkREQmISOhkkVSuh5+Xl4erVq5oNRo1U+TCWnp6utI2Dg0OZ+3r16lWhmFq3bi33uqKV0AFgyJAhStukpaVVuF/SHBsbGzRv3lzoMPRWSEgIgLczVgcMGCBwNOq1b98+AICxsbFKv9vaEhoailevXsle9+vXD8ePH0dERATGjBkDIyMjAaMjfTV37lw8fvxY4b558+ZpNxgDwln9RESaU941ZfEVrhQRi0vfQmrdujXq1q1b7nEikQienp6y16peMzZs2FDuuOKKf64jIiIiIiIi0jULFy7E69evtT5u48aNtT6mrhGJRNi2bRtcXV1L7btz544AEZGhyMjIwIkTJwAATk5O6Nq1q8ARGYZ58+YhOTlZ6+PyfAlMmzat1Orh2sCfvWo46YWI9IlIKpVKhQ6CSN0SEhJQu3Ztldr+9NNPmDNnjlrGHTduHP7880+5bWZmZmrpGwAKCgpQWFhYbhtjY2OlyZSFhYVlfpg0MTFRmFxQkb4q8z3n5eWhvNORqakpRCJRhfsl9Sn+byQWi2FiYiJwRPpJKpXKKvuLRCKYmpoKHJH6FP/edPH/SNG5ysjIiOeTaqroPGZkZARjY+Mq9SWRSJCfn69wn6H9bmuTrp9HiIj0XXnvX0D513L5+fmlKripeq4ueS2r6jVjWdfAFX2vLbkCWoMGDfDixQuVjyciIiIi1RR9fuO9ETJEJZ9jubm5cZWmEoo/M1Tn81F9U/wep7ap8py4ulB0D4T3nKkqiv+fUsdzJuL5UkjK7hNrUkVzkqqr4p89mS9VdSU/yzdv3pyT04jUiJ+KyCA5ODjAysoKGRkZSttevHhRbeMqWlKt5MNuTSsoKKjSbEV1fNDUxPcs1MUHKSaRSLT+f9sQSaVSg/056vL/EWWTecjwFRYWavT/gSH/bmuTLp9HiIgMVUXPu5U9V1f1/F7V91q+xxARERFpFu+NUHXA64ry8WcjjKo+JzZ0/L0lddH0cybSPJ4vhSNU8rs+Y76U+inK7yOiymMSOhmsBg0aIDIyUmm7S5cuqW1MW1vbUts6d+6stlmwUqkUV65cKffDsI2NDVq1aqW0n8uXLyu8MGrevDlq1aqlckz5+fm4cuWK3LZGjRrByclJ5T4A4O7du0hMTCxzf5cuXar1TFRdEBsbi/j4eABAs2bN4ODgIHBE+unOnTtISkoCALRu3RrW1tYCR0RUfVy5cgX5+flwdnaGu7t7pfooLCzE7du3kZmZqXC/hYUF2rRpw9noRESks6Kjo8tc4tbT01PhdS0AJCYm4u7du3LbatasiZYtWyodMzU1Ve76vGnTpiqtXpaQkIB79+6V2m5lZQUvLy+lxxcJCwuTu/61s7ND/fr1VT6eiIiIiFTz6NEjvHjxAiYmJujUqZPQ4RCp1eXLl+Wez9nZ2cHV1VXAiHRPfHw8YmNjAVTv53rh4eGCJIs5OjqicePGWh9X15V8Bq3qvQwi0ryS763a4uLigoYNG2p9XF2Rl5eH8PBwQcauTC4RkTpcu3YNOTk5stc2NjYCRkNkeJiETgarefPmKiWhv3z5Eo8fP0aDBg2qPKaih+DBwcGws7Orct9Fxo8fj+3bt5e5v6CgAKGhoUqXuRs6dCgOHjxYaru/vz+mTZtWoZicnZ3llhz08fFBYGBghfqYOnUqNm3apHCfhYWFWicLUOW8fPkSo0ePhoODA3bt2sUlxiohLy8P9vb2AAB7e3tcv3692t6EJRKCk5MTXr16hREjRlT4fQp4OyN6xIgRCAsLU7hfLBbj9OnTfMhKREQ67Y8//sAnn3yicJ+vry+WL1+ucF9qaiqcnZ2RnZ0t2+bs7IwLFy4oHTMpKUlusvPIkSPx/fffKz3u4MGDGDp0aKntvXr1wpEjR5QeX8TOzg6pqamy10OGDMHSpUtVPp6IiIiIVDNjxgysW7cO9vb2Kn1OJNInDg4OcomsAwcOREBAgIAR6Z7Vq1dj9uzZAIATJ07AyspK4Ii0LzY2ttIFUKpCJBLhxIkTSguVVUcpKSlo166dbIJEcnIylixZgn79+gkcGVH1dvv2bbRu3Vrr4xoZGeHcuXNo1KiR1sfWFf/88w9Gjx6t9XFr1aqFW7duwcLCQutjEzVu3BgxMTGy1xUpckNEyomFDoBIUyryhnHx4kUNRqJeEydOLHd/VlaWSt/PRx99pHD7tWvXKhxTyRsaqiT/l5SVlVXmvjp16lS4P1I/JycnnDt3Dnv37mUCeiVduHBBVj25X79+TEAn0jOzZ8/GgQMHytzv7+/PBHQiItJ5o0ePLrPKx969e8s8ztbWFh9++KHctvv37+PZs2dKx7S3t4eLi4vsdVRUlEqxpqenK9xenSsVERERERERke4qntykTfPmzWMCehns7Ozwzz//yBVwmzNnDiQSiYBREZFQ58tvv/22WiegA8L97Ddt2sQEdCIiA8UkdDJYFUlC16cq23369FG6lJoqFeGGDRumcPnxPXv2lPmgvywlb2qomlBQXFpaWpn7PDw8KtwfkS4KDg6Wfe3j4yNgJERUEVKpFDNmzMDatWvLbOPm5qZSRVciIiKhWVhYYMKECQr3xcTE4ObNm2UeO3PmTIjF/3crqaCgoNz3x+KKXzeqOnH51atXCrf36dNHpeOJiIiIiIiItKn4Klza0qVLF3z33XdaH1eftG/fHj///LPs9c2bN7Ft2zYBIyIiIc6X77zzDubPn6/1cXWNED/7KVOm4L333tP6uEREpB1MQieDZahJ6CKRCNOmTSu3zfbt21FQUFBuGyMjI8yYMaPU9tTUVAQFBVUoppJJ6AkJCWUmC5Tl5cuXZe7r27dvhfoi0lVMQifSPxKJBJMnT8a6devKbbdx40ZYWlpqKSoiIqKq+frrr1GjRg2F+7Zv317mcV5eXpg0aZLctg0bNqi0olbx68bY2FhkZ2crPSY6OrrUNpFIhHfeeUfpsURERERCW7t2LcaNG4dx48YhOTlZ6HCIiEgLbG1ttTperVq1sGPHDq5grILp06dj9OjRstcLFixQ6d4EEWmGts+XTk5O2L59u1yBjepK2z97Ly8vrFq1SqtjEhGRdvHdlQyWq6sratasqVLbmzdvIisrS8MRqc/UqVPh7Oxc5v5Xr17h8OHDSvuZNWsWmjRpUmr7zz//XG5SeEmKlneraDX0O3fulLmPSehkCOLj43H79m0AQOvWrcv9HSYi3ZCdnY0xY8Zgy5Yt5bbz9/fnxBIiItIrzs7O8Pf3V7gvMDAQjx8/LvPYgIAA1K1bV/Y6MzMTAwcOxIMHD8ods/h1o0QiUZhgXtL169dLbevWrRtq1aql9FgiIiIioZ07dw5//vkn/vzzT2RmZgodDhERaUHz5s21NpaTkxPOnDmDBg0aaG1MfbdlyxbZs/G4uDhs3bpV4IiIqq8WLVpobSxXV1ecO3cOLi4uWhtTl2nzZ9++fXuEhoaWWRCFiIgMA6fEkkFr3bo1zp49q7RdQUEBwsPD0bt3by1EVXU1atTA/PnzMXPmzDLb/PDDDxg2bFi5/ZiZmWHdunUYMGCA3Pb4+Hj4+vri7NmzsLGxURqPh4cHjIyMUFhYKNsWGRmpcvJ4XFwc0tLSFO5zcHCoUFV7Il0VEhIi+5rJqkS67/Hjxxg+fDhu3LhRbrtevXph5cqVWoqKiIhIfRYtWoRdu3aVSjjPycnBnDlzsHv3boXH2dnZ4ciRI+jZsyfS09MBAK9fv0anTp0QFBSEkSNHKjyu5OTlqKgotG/fvsz4Xr58qfB9WNGKXkRERERE1ZFUKkV6ejqSk5ORkpKC5ORk2Z+i19nZ2cjLy0NeXh5yc3ORk5ODvLw82d+5ubnIzc1Ffn4+8vLy5P4uKCiAkZERTExMYGpqKve3mZkZTE1NYWZmJvtjbm4u225iYgJzc3PY2dmhZs2asj/FX9va2rIaKRmcevXqoU2bNkrvK1eVq6srQkND0bhxY42OY2isra3xzz//oEePHsjIyOAkMSIBNWvWDI0bN8bDhw81Ok7jxo0RGhoKV1dXjY6jT7y9vWFubo6cnByNjtOjRw8cOXJEpZwjIiLSb0xCJ4Pm5eWlUhI6AFy6dElvktABYMqUKVi3bh3u3buncP+VK1dw+PBhDB48uNx++vfvD39/f/zyyy9y22/cuAE/Pz/s3r0bDg4O5fZhbm6Oxo0by8USGRmp4ncCnDp1qsx9EyZMgEgkUrkvIl3FJHQi/XH8+HGMGTMGiYmJ5barV68e/vnnHy51SkREesnS0hJbtmxB//79IZVK5fbt2bMHp0+fxjvvvKPwWC8vL+zfvx8jR45EcnIyACAlJQWjRo3CJ598gjVr1sDa2lrumBYtWshNXlZ2zbhv375Scbm4uJSZ5E5EREREpO8kEgnevHmDZ8+e4fnz53j27Bni4+ORkJCAhIQEvHnzBklJSUhNTUV6ejoyMzMhkUhkx5uYmMDY2BhisRhSqRSFhYUoLCyERCKRa6dpYrFY9sfIyAgikQhSqRQSiQR5eXmyz/kikQg1atSAtbU1bG1tYW9vj1q1aqFOnTqoVasWnJycUL9+fdSvXx/16tWDs7Mz78ORXpg9ezY+/vhjjfXfu3dvbN++HfXq1dPYGIbMy8sLjx49QnBwMMaOHSt0OETV2uzZszF9+nSN9T9gwABs27YNjo6OGhtDH1lZWWHSpEmlcoTU6ZNPPkFgYCAsLCw0NgYREekOXqmTQatIBe2LFy9qMBL1MzU1xZYtW9CrV69SD+aLfPnll+jXrx/Mzc3L7WvVqlV49OgRjhw5Irf97Nmz8PLywrZt2+Dt7V1uH61atZJLQo+KilLxO0GpcYsYGRmxyh0ZBIlEghMnTgB4e1HXo0cPgSMiIkUSEhLw5ZdfYtu2bUrbmpmZYe/evahTp44WIiMiItIMb29vLFu2DPPnzy+1b+zYsbh48WKZy3r37dsXV69exciRIxERESHb/vvvv+PatWu4fv06jIyMZNvNzc3RpEkT3L17F0D514xSqVThQ5AFCxYw6YSIiIiI9JJUKkViYiKePXsml2QeGxuLmJgYxMXF4c2bNygoKIBIJIKZmRlEIhEKCgqQn5+v0hj5+fkqt9UkVZPepVIpsrKykJWVhVevXsntMzIygqmpKQAgLy8PhYWFEIvFsLe3h4uLC9zd3eHu7i5LUi9KVHdycmJ1dRLcuHHjsGXLFpw/f16t/daoUQM//PADZs6cyQJeVVS7dm2MHz9e6DCIqr1Jkybht99+w7Vr19Tar5WVFVasWIEpU6aotV9DsnDhQuzduxdxcXFq7dfJyQlBQUFKi2USEZFh4ZM7MmgVSUIPCwvTYCSa0aNHD0yfPh2BgYEK99+/fx9LlixBQEBAuf0YGRlh586dGDp0KEJDQ+X2xcfHo3///vjiiy+wdOnSMhPaW7VqJbdcu6pJ6BkZGTh27JjCfUOGDIGbm5tK/RDpsitXriApKQnA22QdExMTgSMiopL++OMPzJkzR2n18yLr169Hx44dNRwVERGR5n399dd48uQJNm7cKLf9xYsXGDBgAP7991/Url1b4bHu7u64du0aDh06hMDAQNy4cQNv3rxBWloacnJyYGlpKde+VatWsiT08iqh//PPP7hz547cto4dO/LBERERERHpvMzMTNy9exdRUVGIjo7G9evXcefOHbx69Qr5+fmyBHOxWFxm0rhUKkVOTo4A0euOwsJCZGdny22TSCSyqvC3bt2CsbGx7F57bm4uJBIJxGIxHBwc0KRJE7Rv3x4eHh7w8PBAy5YtUbNmTSG+FaqGxGIx9u7di+7du+P+/ftV7k8kEmHw4MH46aef0KxZMzVESESkG0xMTLB//350794dT58+rXJ/YrEYw4cPx/Lly+Hu7q6GCA1X7dq1sX//fvTr1w+pqalV7s/MzAwTJkzAsmXLYG9vr4YIiYhInzAJnQyah4eH3HLf5Xnz5g0ePHiAJk2aaCEy9fnxxx9x4cIF3LhxQ+H+n376CZ07d8bw4cPL7cfS0hIhISFYuHAhAgIC5KqrS6VS/Pzzzzh27BhOnjwJZ2fnUse3atVK7nVqaiqeP3+udCm4rVu3Ii0trdR2kUiEr7/+utxjifRFSEiI7GsfHx8BIyGiku7fv48pU6bgzJkzKh8zf/58TJw4UXNBERERaVlgYCCeP3+Ow4cPy21/8OABBg0ahBMnTsDW1lbhsSKRCH5+fvDz8wMApKWlwdraWmFVttatW+Off/4BADx9+hTp6emwtraWa5Oamor//Oc/ctuMjY2xceNGVjQkIiIiIp2RmZmJO3fuIDo6GlFRUbh+/ToiIyNlFb3Nzc0VVjFngrn6FBQUoKCgQG6bRCLB69ev8fr1a1y+fBkmJiaySuo1a9ZEy5Yt0a5dO3h6eqJly5bw8PBgcjpphIODA65cuYKJEydi7969lerD2NgYH374IebNmwcPDw81R0hEpBvq1auH69evY/z48WUWL1TG1NQU48ePx1dffYWmTZuqOULD1aFDB1y9ehWjR4+WW+myImxsbDB16lTMnj0bTk5Oao6QiIj0BZPQyaCZm5ujWbNmiI6OVqn9pUuX9C4J3cLCAvv27UOHDh0UVm+VSCQYM2YMQkJC0KtXr3L7MjIywrJly+Dr64sffvih1If86OhobN++HXPnzi11bMkkdOBtZbvyktALCgqwdu1ahfs+++wzdO7cudx4ifRFcHCw7GsmoRPphrt372L16tX4448/kJubq/JxEydOxLJlyzQYGRERkfYZGRnh77//Rt++fXHlyhW5feHh4WjXrh127tyJDh06KO3LxsamzH0lrxujoqLQpUsX2ev8/Hy8//77ePHihVy7wMBAtGvXTpVvhYiIiIhIraRSKWJjY3H58mXcuHED165dkyWbi0SiMpPNS1bxJu0rmaSenJyMf//9F2FhYTA1NZVLTm/RogXat28PLy8vdOrUCS1btoSRkZGA0ZMhsLW1xZ49e/Dvv//ixx9/xIkTJ5ROQrG2toa3tzd8fX0xePBguLi4aClaIiLh1KpVC0ePHsXp06exfPlynDp1Cnl5eeUeY2tri379+snOl46OjlqK1rA0btwYV69exd69e7Fy5UpcuXJFaZFPR0dH+Pj4wNfXF76+vuXeDyYiouqBSehk8Nq1a1ehJPSPPvpIwxGpX4MGDbBz504MHDhQ4YfxnJwcDB06FOfPn4enp6fS/nr27ImePXsiMjISwcHBuH//Ph4+fIhGjRph3LhxCo9xd3eHhYUFsrKyZNuioqLKTbhds2aNwmXoateujR9//FFpnET6IDk5GeHh4QCApk2bomHDhgJHRESHDx/G+vXr5Vb9UMXgwYOxefNmDUVFREQkLEtLS5w5cwZTp07Ftm3b5PY9evQI3bt3R0BAAGbPnl3pMcpLQs/JycGECRPkVhECgBkzZmDKlCmVHpOIiIiIqCISEhIQHh6Oy5cv49y5c7h69SrS09Nhbm6OwsJCuWRzqVSqs8nmIpEIxsbGstWERCKRwtWKiiu6VyaVSmV/ih9X8m9lfUgkEhQUFFT4HpymFRYWyv27JScn4+LFi7h8+TJMTU2RnZ0NMzMzeHl5oXfv3ujUqRM6deokYMSk77p3746DBw8iNzcXly5dQnR0NBISEpCYmAgrKys4OzvD2dkZ9erVQ7t27WBiYiJ0yEREgnjnnXfwzjvvIDs7GxcvXsTdu3eRkJCApKQkWFtblzpfGhsz5U0dxGIxRo4ciZEjRyI1NRXnz5/Ho0ePkJCQgJSUFNjb28t+9g0aNECrVq2Ufq4kIqLqhe/IZPA6duyI7du3q9T20qVLGo5Gc7y9vbFz506MGjWq1PKDAJCSkgIfHx+EhoaiWbNmKvXp6empUtI68PaDqYeHhyzZFnhbCb0sT548weLFixXuW7NmDZc/JINx4sQJ2WxhVkEnElZqaiqAt+9BFdW1a1fs2rWLFZCIiMig1ahRA1u3bkW3bt0wa9YsudVC8vLy8MUXX2DXrl345ptvMHjw4Ar337BhQ1hZWSEjIwPA/10zxsbGYvTo0bh69apc+08++QSrV6+uwndERERERFS+uLg4nD17FmfOnMHx48fx5MkTmJiYQCwWy30eVla9WF2MjIxgYmICkUgEqVSK/Px8hdUoTU1NYW5uDgsLC1haWsLKygrW1taws7ODra0tbG1tYWlpiRo1asDIyAjGxsal/ijbbmRkJEskL/pTWFgo97q87Xl5ecjIyEBaWhpSUlKQlpaGtLQ0pKenIzMzE1lZWcjOzla4SqFYLJb9OwBvV01S9OxLnYonp+fm5uLKlSuIiIiQ/V9gshVVlZmZGfr06YM+ffoIHQoRkU6rUaMGvL294e3tLXQo1Y6trW2l7vsSEVH1xiR0MngdO3ZUuW1kZCQyMzNhaWmpwYg0Z9iwYdi+fTvGjh2r8KZkXFwcOnTogPXr12P8+PFqH79169ZySehRUVEK26WlpcHPzw+ZmZml9s2ePRsffvih2mMjEkpwcLDsayahEwlL2dJ9ZWnevDkOHz6MGjVqqDkiIiIi3TRlyhS0b98eI0eOLDV5KywsDEOGDEGbNm0wf/58DBkyROX3SJFIBA8PD1y+fBnA24ngM2bMQFBQUKn36UWLFuHbb79VzzdERERERPT/e/PmDUJCQnDixAmEhoYiLi4OZmZmsiRqAHLVzqtKJBLBzMwMIpFIVkm9qDK4WCyGra0t7O3tUadOHbi4uMDZ2RkODg6oXbs2ateuDQcHB9jY2MDKykr2x9LS0qAqf0okEmRlZSE9PR0ZGRnIyMhAeno6EhMT8ebNGyQkJODNmzd4+fIl4uPj8erVKyQmJiIlJUUuMd3ExERWQKKs5P2KKln5vrjVq1fj3r17GDBgAHx8fLgKKhEREREREVVLhnOHgqgMbdu2hYmJiUo3DQsLCxEeHq7XM9Dff/99WFtb44MPPkB6enqp/RkZGfjoo49w8uRJrF+/Xq0J9yWXVo+OjpYt11gkOzsbw4cPx61bt0od7+vri59++klt8RDpguPHjwMAzM3N9frcQlRdOTo64ujRo7C3txc6FCIiIq3q0KEDIiMjsWbNGqxYsQIpKSly+2/cuIH3338f5ubm6N69OwYMGABvb2+4u7uXubJVXFwcatWqJXt9+fJlWUJ6EUdHRwQGBmLkyJHq/6aIiIiIqNqRSCS4evUqjh49in379uH27dswMTFBYWGhLElZUSVuVRkbG8v6K5pYaWZmBmdnZzRo0ABNmjSBm5sbHB0dZUnlRQnmdnZ2rK6Nt8n4RQn2FSGVSpGRkYE3b97I/iQkJOD169d49uwZHj58iJiYGMTHx8uKIpmYmMDY2Fju36uycnNzceDAAQQHB2PatGlo0KABhg0bhkGDBqFnz54wMzOrUv9ERERERERE+oBJ6GTwzM3N4enpiYiICJXah4WF6X2i6MCBA3HhwgUMGjQIz58/V9hm27ZtuHz5Mn755Rf0799fLeOWTELPzMzE48ePZdUfHj16hBEjRuDmzZuljm3Tpg3+/vtvWZUKIkNw+/ZtxMXFAQB69erFKspEesbCwgKHDx9mFSMiIqq2rKys8M0332D69OlYsWIF1qxZg4yMDLk2OTk5CA0NRWhoqGybqakp6tSpA0dHR0gkEqSlpeH169cKJ0oXEYvF+Pjjj7FixQpO/iIiIiKiKsnNzcXx48exc+dOHD58GGlpaTAzM0NOTg6Aiq+WZ25uLqtiDgC2traoW7cuGjVqhMaNG8PV1RVubm6yP/b29kwu1wKRSARra2tYW1vD3d293LZpaWl4+vQpnjx5gidPnuDp06eIiYnBw4cP8ezZMyQlJUEqlcomFeTm5kIikSiNQSqVyv5fPX78GOvXr8cvv/wCY2Nj9O3bFx988AH8/PxgZ2enlu+ZiIiIiIiISNcwCZ2qhY4dO6qchH7p0iUNR6MdrVu3xvXr11zanHQAACAASURBVPHZZ5/h4MGDCtsULRPYqVMnfPPNNxgyZEiVboyWTEIHgMjISNSvXx+///475s2bh+Tk5FJt+vXrh71798La2rrSYxPpopCQENnXPj4+AkZCRBVlZGSEv//+Gx06dBA6FCIiIsHZ2dlh6dKlmDVrFtatW4e//voLDx48KLN9Xl4enj9/Xuak6JJ9T5w4ETNmzODELyIiIiKqtKLE8x07dmD//v2yhPGCggIAkCUKl0UkEsHc3BwFBQXIz8+HiYkJGjZsiLZt26JVq1Zo2bIlmjdvDjc3N1hYWGj8+yH1srGxgaenJzw9PRXuL7qGuX//PqKiohAZGYmIiAjcv38f2dnZMDIygkQigVQqLXecogkOhYWFCAkJQWhoKCZOnAhvb2+MHTuWCelERERERERkcJiETtVCx44dsXnzZpXallwKXJ/Vrl0bBw4cwObNm/HFF1/Ilhss6cqVKxg6dChat26NOXPmYODAgXJLpFdkPEdHR7x69Uq2bfPmzfjyyy/LTFAYP348fv31V5iYmFR4PCJdFxwcLPuaSehE+mXlypUYMuT/Y+++w5o+1/+BvxOmCIgo4AARBBFcIGrdoKiAq7gXaqt1VHusWq3Wb+vR0yrW1VpXbd2ItY5SR624EVQcKCiiAgoiKMpWREZIfn94mR+RAAESAub9uq5eJ8/zecYdjqT187lzP4PVHQYREVGNYmZmhqVLl2Lp0qW4efMmTp48iQsXLuDy5cul/n3zfdra2igqKpImb/zwww+YNWuWKsMmIiIiqjWio6MRFBSEU6dOwczMDFu3buXpimWQSCQICQnBtm3bcOjQoRKJ56UpXtlcR0cHLVq0gLOzM9q1awcnJye0bt0aNjY2PLlVg+jq6sLW1ha2trYy9/IlEgmSk5MRHR2NYcOGlfh7j5aWFnR1dfHmzZsSa4rFYmlS+unTp3HhwgVMnjwZffv2xfTp0zFw4EDo6uqq9o0RERERERERqRiT0EkjdOrUSeGxz58/R3x8/AdVgW3atGkYMGAAFi1ahH379pVaqeH27duYOHEihEIhXFxc0K9fP/Tv3x/du3dX6EZYTk4OmjdvLpOEfvz4cbljjYyM4Ofnx2QD+mC9fv0aoaGhAABra2s4OjqqOSIiUtSQIUMwe/ZsdYdBRERUo3Xo0AEdOnTA4sWLIZFIkJSUhNjYWCQnJ+PVq1d49eoVdHR0YGRkBGNjY5iZmcHGxgbNmjWDi4sL7ty5A+BtohURERGRpsrMzMSZM2cQFBSEoKCgEifJ+Pr6on///mqKruZKTk7G7t278euvvyIpKQna2trSBPT3aWlpQUdHB3l5eahTpw46d+4MNzc3uLq6onXr1mjevDmTzalUAoEAlpaWsLS0hL6+vkwS+qxZs/Dxxx/j1q1buHjxIi5fvozMzEzo6upCIpHI/JmUSCQyCelnz55F3bp1MWXKFEyZMgVOTk7V/t6IiIiIiIiIlIFJ6KQR2rRpAwMDA+Tm5io0Piws7INKQgcAS0tL7N27F1988QW+/fZbnD17ttSxYrEY4eHhCA8Px8qVK6GtrQ0rKyu0aNECZmZmMDAwQJ06dZCbm4uXL18iIyMDDx48QHJyskKxDBo0CFu2bIGlpaWy3h5RjXPhwgXk5+cDADw9PdUcDREpqnHjxti+fbu6wyAiIqpVBAIBrKysYGVlpdD4du3aSZPQ7969q8rQiIiIiGqUoqIiXLt2TZp0fv36dRQVFZU6/l3SKr1N4g0KCsLatWtx9uxZ6OrqSu+/Fk/21dPTQ1FREUQiEaytreHm5obu3buja9eucHJyYsI5KY2hoSH69euHfv364euvv4ZEIkFCQgKuXLmCy5cv4/z587h//z6At5XW8/LyALx9BicWi5GdnY1NmzZh3bp1cHFxwdy5czF69GhWRyciIiIiIqJahUnopBG0tLTg4uKCS5cuKTQ+LCwMY8eOVXFU6tGlSxecOXMGN2/exJo1a3Dw4MFyj6YUiUSIj49HfHx8pfcVCATo168f5syZA29v70qvQ1RbnDx5Uvq6+PGdRFRzCQQC7Nq1Cw0bNlR3KERERB+09u3bIyAgAACT0ImIiEgz7N27F+Hh4Th79iwyMzPVHU6tkp+fj4CAAPj5+eHRo0cQCASQSCTSBHQ9PT0UFBRAT08PHTt2hLu7O7p27YouXbrA1NRUzdGTJhEIBLCxsYGNjQ3GjRsH4O2JqTdu3MCVK1cQHByMK1euIDs7G/r6+sjLy5P+Ob516xamTJmCefPmYd68eZgxYwbq16+vzrdDREREREREpBAmoZPG6NSpk8JJ6FeuXKnUHvIqrcfGxsLIyKhS66mSgYEBlixZgi+++AInT57E8ePHERERAYlEovS9hgwZgunTp8PW1hYApJUfiD5kx44dAwDpSQL8c09U802cOBHNmjXj7ysREZGKFU+mSEtLw6VLl9CgQQOV7ScWi2Xa6enp/Pc9ERERqdyrV6+kr7/55ptKrZGUlFSr/rvlXYK9SCSqctyvXr3C3r17sWvXLuTm5soU09HT00N+fj4sLS3h6emJ3r17w9nZWabK+YsXL/DixYsqxUBU3PunFmRkZCj059zCwgI+Pj7w8fGBRCJBXFwczp8/j5MnT+L+/fvQ1tZGUVERCgsLkZaWhqVLl2Lp0qUYPnw4PvvsMzRp0kRVb0npiv/OxcTEwMDAQI3REBERERG9Vfz0LEB+fh8RVZ5AooqMU6IaaN++fRg/frxCY3V0dPDy5Uvo6+tXaI9x48bhjz/+qEx4RERERERERFQNmjVrhsTERHWHQUREREREtZiVlRWePHmi7jCIiIiIiKiCWrZsiQcPHqg7DKIPhlDdARBVF1dXV4XHFhYW4vbt2yqMhoiIiIiIiIiIiIiIiIiIiIiIiIiIqHbSVncARNWlZcuWMDIykjkCsywRERHo3LlzhfZo2rRpib4ZM2ZAT0+vQuvUdufPn5dJ4m/ZsiW8vb3VGBERERHwyy+/QN4hQBYWFhgzZowaIiIiItJcf/31l7RqYLt27dC7d2+V7fXrr78iPz9f2raxscHQoUNVth8RERERAPzzzz+Ii4ur0hpDhgyBjY2NkiIq3fPnzxEeHo64uDi5907K06BBA3h4eODBgweIjIyEgYEBpk6dqvD8xMREBAYGyvS1bNkSrVu3hqWlJYRC1tQi9du6dSvy8vKk7ebNm2PYsGEq2+/FixeIjo5GdHQ0CgsLpf0eHh5o3bo1BAKB0vZ6+fIlwsPDER0dDZFIVOH5hoaG6N27N7Kzs3Hx4kUAwMyZM6Gjo6O0GImIiIiIKmvXrl3Izs6WtuXl9xFR5TEJnTSGQCCAi4uL9OZHeSIjIyu8R4sWLUr0+fn5wcTEpMJr1WZbt27FjBkzpG0dHR38/PPPaoyIiIgI2LBhg9wHqX/++Sfc3NzUEBEREZHmEggE0r8nmpmZqfTvjLt27ZJJQu/Rowd++OEHle1HREREBABJSUkVTkLX19dH06ZN8fDhQwDA1KlTMWjQIFWEBwAICwvDokWLEBwcXKV10tPTERgYCA8PD0RGRsLIyEih/757/vw5nJ2dkZKSAuBtUu/ChQsxZswYjXuuQjXf3r17ZZLQu3XrhpUrV6p83/z8fBw7dgwbNmzAxYsXcfbsWZw9exaRkZFo165dldaOj4/H4sWLcfDgQRQVFVV6nZycHBw7dgwff/yxtO/HH3+EoaFhleIjIiIiIlKG48ePyySh29raqjEaog8PSweQRnF1dVV4bGWS0Omt9u3by7RjYmJkqjQQERHVFH369GECOhERkRoUT5Z48OCBGiMhIiIiUi87Ozv85z//wYkTJ5CRkYFvv/1W5Xvm5uZizpw56N69e5UT0N8pLCxEUFCQwuPHjh2LRo0aISUlBdbW1rh27Rri4+MxY8YMJqATFaOnp4cRI0YgODgYDx8+xODBgwG8fRZnYWFRqedvEokEv/zyC9q2bYv9+/dXKQG9uCNHjihlHSIiIiIiIqo9WAmdNEpFktBv374NiUSi1OPsNEXbtm0hFAohFosBvL35HBMTg9atW6s5MiIiIlnz589XdwhEREQaqfiXl5OTk5GbmwsDAwM1RkRERERUPQwMDNC7d294eXnB29tb7gmrqnT58mVMnDhRWm29Ijp37gxvb2+0bt0a1tbWSExMxOHDh7F//34AkJ5AJ+8kuuLEYrF0TmxsLOzs7CocC5EmsrW1xdGjR5GZmYl+/fohPDwcjx8/rtDvUEJCAiZOnIiQkBAVRkpERERERESagknopFEqkoT+6tUrPHr0qNpvAH8I6tatC1tbW5mjRu/evcskdCIiqlGcnJzg5eWl7jCIiIg0kr29vfS1RCJBTEwMnJ2d1RgRERERaaKsrCx06dIFANC3b19s3LhRJfs4ODhgwIAB8PLygpubG/T09FSyT3mOHDmCMWPGIC8vT+E5tra2mDZtGkaNGgUbGxuZa507d8aIESPQp08fTJs2TdpfUFBQ5ppCobDcRHUiKl39+vVx48aNCs+LjIyEl5cXUlJSVBAVERERERERaSImoZNGadmyJYyMjPDq1SuFxkdGRjIJvZLat28vk4QeFRWFUaNGqTEiIiIiWdOmTeOJJ0RERAoqKCjA6dOncePGDTx79gxCoRCNGzdGhw4d4OHhAX19/QqtZ2RkBFNTU2RkZAAAk9CJiIhILUQiER48eAAAaNWqlcr2OXPmDCwtLVW2viJ27NiBadOmoaioSKHxvXr1wty5czFkyBAIhcIyx06dOhUbN27E7du3AaBCSe5EVD0uXryIIUOGIDs7W92hEBERERER0QeESeikUYRCIVxcXHDx4kWFxkdERGDYsGEqjurD1K5dOxw+fFjavnv3rhqjISIikiUQCDB8+HB1h0FERFTjFRYW4qeffoKfnx+ysrLkjqlbty5mz56Nb775BkZGRgqv3bx5c2kSenx8vFLiJSIiIqKS/P39MWXKFIXGuru7w8/PT1ohXlEdOnSQJqErmuhORNUjLCwMnp6e/IIIERERERERKV3ZpQuIPkCurq4Kj42MjFRhJB+29u3by7TfVZMhIiKqCT766CO1VyAjIiKq6TIyMtCrVy8sXLiw1AR0AHj9+jX8/Pzg4uIicyJWeWxsbGT2IiIiIiLlu3fvHj7//PNyx7m4uODkyZM4f/58hRPQAeDp06fS12KxuMLziUg1MjMzMXr06GpPQC8sLKzW/YiIiIiIiEg9mIROGodJ6NWjXbt2Mu24uDjeeCYiohpj0KBB6g6BiIioRsvLy4OHhwfCwsIUnvPw4UP06NFDJgGpLA0bNpS+zszMrHCMRERERFS2N2/eYNSoUXj9+nWpY0xMTLB161aEh4fD09OzUvtERkbizJkz0rZAIKjUOkSkfJMmTUJiYmK176ujo1PtexIREREREVH1YxI6aZyKJKE/fvy4zGpvVLrmzZvD2NhY2s7Pz8fjx4/VGBEREdH/16dPH3WHQEREVKMtXLgQERERFZ73/PlzjB8/XqGxRkZG0teshE5ERESkfH5+foiKiir1+pgxY3D//n1Mmzat0onjz549g4+Pj0wRGqGQjx+JaoKAgAAcO3ZM3WEQERERERHRB4x3gUjj2NvbQ1dXV+HxrIZeOQKBAG3btpXpe/DggZqiISIi+v90dHTQqVMndYdBRERUYyUmJmLz5s2Vnn/hwgX8+++/5Y4rnoTOSuhEREREypWbm4tNmzbJvWZsbIy//voLf/zxBywsLCq9R3Z2Nry9vZGQkCDTzwrIRDXD6tWr1R0CERERERERfeCYhE4aR0tLC/b29gqPv3Pnjgqj+bC1bt1aph0TE6OmSIiIiABTU1MAgLOzM7S1tdUcDRERUc3122+/QSQSVWmN7du3lzumeHLSmzdvqrQfEREREcnauXOn3NNmHB0dce3aNQwdOrRK69+/fx9du3aVW8hHX1+/SmsTUdWdOXOGhbaIiIiIiIhI5ZiEThrJyclJ4bGxsbEqjOTDZm1tLdNmJXQiIlKnHTt2YNCgQfj555/VHQoREVGNFhQUVOU1zp07V+6Y4tXP69WrV+U9iYiIiOj/+/XXX0v0eXh44OrVq3BwcKjS2ocPH0bnzp1x7949udf55X8i9duyZYu6QyAiIiIiIiINwLtApJEqkoQeFxenwkjUo6ioCMHBwfjrr79w7949PH36FHl5ebCwsECTJk3Qs2dP+Pj4wMbGpkr7NG/eXKbNSuhERKROgwcPxuDBg9UdBhERUY0mkUgQERFR5XUyMzPx8uVLGBsblzqmeGXO+vXrV3lPIiIiInorLS0NUVFRMn0dOnRAYGAgjIyMKr1uVlYWFi5ciN9++62qIRKRCkkkEgQHB6s7DCIiIiIiItIATEInjeTo6Kjw2A+tEvr+/fvx9ddf48mTJyWuJSQkAAACAwMxb948eHp6YvXq1Wjbtm2l9nq/Enp8fHyl1iEiIiIiIqLqkZGRAZFIpJS18vLyykxCT0xMlL5mEjoRERGR8ty/f1+m3aRJE5w4caJKCej79+/HnDlz8Pz581LH2NjY8DkAUQ3w/PlzpKenV/u+TZs2RXJycrXvS0REREREROojVHcAROpQkUro8fHxSnsAr065ubkYPHgwxo4dKzcBXZ6goCA4OzvDz8+vUnu+n4Re/Kh1IiIiIiIiqnmKioqUso6WlhYaNmxY5j5hYWHStp2dnVL2JSIiIiLZE2cA4Ntvv4WFhUWl1rp16xY8PT0xduzYMhPQmzZtij59+lRqDyJSrvc/A6qDoaEhJk2aVO37EhERERERkXoxCZ00koODA7S0tBQaKxKJpBXCa6ucnBz0798fx48fr/BcsViMxYsX44svvqjw3CZNmkAgEEjbWVlZkEgkFV6HiIiIiIiIqkfDhg0V/vtyWdq3bw+hsPTbTpGRkXj16pW03aNHjyrvSURERERvGRoayrS7du1a4TViYmIwevRouLq64tSpU2WO1dLSQkBAAPT19Su8DxEpn4GBQbXvuWXLFpiZmVX7vkRERERERKReTEInjaSrqwtbW1uFx8fFxakwGtWbOXMmLl26VKU1Nm3ahC1btlRojlAolLnRJRaL8fLlyyrFQURERERERKojFArh4OBQ5XWGDBlS5vVt27ZJXxsYGMDFxaXKexIRERFVt5padOX95x/R0dEKzw0PD4evry+cnJxw4MCBct+jjo4O9u/fDzc3t0rFSkTK17hxY+jp6VXbfj/99BN8fX2rbT8iIiIiIiKqOZiEThrLyclJ4bFPnjxRYSSqdejQIfj7+ytlrblz5+LRo0cVmmNkZCTTzszMVEosREREREREpBpeXl5Vmm9kZFTmaVppaWnYtWuXtN2tWzdoa2tXaU8iIiKi6iAWi3Hjxg0sX74cvXr1gpGRERYvXlzldVNSUrBnzx74+vri66+/rvJ6zZs3h52dnbS9atUq5OXllTo+Pz8fhw4dQs+ePdGxY0cEBASgqKio3H3q1KmDI0eOYMSIEVWOmYiUR09PD+7u7irfRygU4rfffsOcOXNUvhcRERERERHVTExCJ42lKUnoy5YtU9pa+fn5WLFiRYXmMAmdiIiIiIiodhk3blyV5q9duxYNGjQo9fr06dPx5s0baXvy5MlV2o+IiIhIlZ49e4Zdu3Zh7NixsLCwQKdOnfDtt98iJCQEr1+/xh9//FHhNQsKCnDu3DksXLgQzs7OaNKkCSZNmoSAgACkpqYqJe7p06dLX0dGRqJ37964d++etC8pKQl///03fH19YW5ujpEjRyI0NFTh9Rs3boyTJ0/C29tbKfESkXLNmDFDpesbGxvjjz/+wNSpU1W6DxEREREREdVsLDNFGsvR0VHhsbU1Cf3UqVOIiopS6pr+/v746aefSiSXl6Zu3boy7ZcvXyo1HiIiIiIiIlIuV1dXDBo0CMePH6/QPKFQiP/9739lJiGsWrUKf/31l7Rta2vLyplERERUo+Tn5yMkJARBQUEICgrCnTt3yhwvkUgUWvfBgwfSNYODg/H69WtlhFuqWbNm4ddff8XDhw8BAGFhYXBycoKJiQkkEgmys7MrvfbYsWOxceNGmJqaKitcIlIyHx8fuLm5ITg4WOlr9+nTBzt27IC1tbXS1yYiIiIiIqLahUnopLE0oRL6sWPHlL5mQUEBzp49Cx8fH4XGv590/n5SOhEREREREdU8q1atwoULF5CTk6PQ+IYNGyIgIAD9+/eXe10kEmHevHnYsGGDTP/69euho6NT5XiJiIiIqio6OhoDBgxAcHAwcnNzlbp2586d8ezZM6WuWZ46derg+PHj6Nq1K7KysqT9xV9XlJWVFdatW8cvERLVEgcPHsRHH32E+Ph4paxnamqKZcuWYdasWRAIBEpZk4iIiIiIiGo3oboDIFIXe3t7hccmJSWpMBLVOXfunErWvX79usJjMzIyZNr169dXdjhERERERESkZI6Ojti5c2eZYwQCAXr06IGNGzfi3r17chPQi4qKsH//fri6upZIQJ87dy4GDRqk1LiJiIiIKis2Nhb//vuv0hPQASg9AX3JkiXQ1tYu9582bdrg1atXStlTKBTi6dOnGDNmTKn7bd68GQDw/PnzcmNLSUlRSlxEmmj37t0KfQY0btwYiYmJSkkYFwqFyM7Oxpw5c6CjoyN3v6+++ko63sTEpMzYQkNDqxwTERERERERqR8roZPGMjY2homJiUJVP2pjJXSJRIIHDx6oZG1Fbw6LxeISR3qamJioIiQiIiIiIiJSshEjRuD333/HzJkzUVhYWOL68OHDMXjwYDRt2hRpaWkoKChAZmYm0tPTERsbi+DgYJw7dw7Jyckl5k6aNAlr1qypjrdBRERE9MERi8UoKiqq9j0rorrjI9IkEomEnwFERERERERUIzAJnTRa8+bNERERUe643Nxc5ObmwsDAoBqiUo6MjAyV3eCRl3wgT2JiIiQSiUwfk9CJiIiIiIhqj88++wwODg4YPXp0iQqehw4dwqFDhyq0nqGhIf773/9i/vz5ygyTiIiIiIiIiIiIiIiIiKoZk9BJo1lbWyuUhA4AmZmZtSoJXRVHhr5jYWGh0LiQkBCZtrm5ObS0tFQREhEREREREalIz549ERcXhw0bNmDVqlXIyMio8BomJiaYPHkyFi1aBDMzMxVESURERKQ5hEKhUu+1SySSClc5fp9QKIREIpEWpuGzACLVEQgESv8MKP77W9mYBAKB9LOEnwFERERERESaQajuAIjUqXnz5gqPrcxDdnVS5UN9GxsbhcaFhobKtNu1a6eKcIiIiIiIiEjFDAwMsHDhQjx+/BiBgYH4/PPPYWdnB4FAIHe8UCiEk5MTPvnkEwQGBuL58+dYu3YtE9CJiIio1jMyMsLQoUPRuHFjpa5rY2ODGTNmYOrUqeWO/d///geRSFSlfwoLC7F582Y0bNiwygnoACAWi9GhQwcAbwvZlLd/o0aNqrwnkaaaNGlSlT8DRCIRjh49ihYtWkAsFlcpAR14m8ju7OwsbWdlZZW5d48ePar6YyAiIiIiIqIagJXQSaNZW1srPLa2JaHr6+vDxMQEWVlZSl/b09Oz3DFisRinTp2S6XNxcVF6LERERERERFR9DA0N4ePjAx8fHwBAUVER0tLS8OLFC+kJYiYmJmjUqBEMDQ3VHC0RERGRcrRv3x5eXl7w9vZGt27doKOjg44dO+LZs2eVXtPQ0BDu7u7w9PSEp6cn7O3tAQC7du3C77//rqzQ5Xr06BGmTp2Kc+fOVXoNgUBQImk1PDy8qqERUTXIzMzEl19+CX9/f6Wue/PmTaWuR0RERERERDUfk9BJo33IldABoEuXLjh58qRS13RxcUGLFi3KHRcYGIiEhASZvv79+ys1FiIiIiIiIlIvLS0tWFhYwMLCQt2hEBERESmNiYkJ+vXrBy8vL3h5eaFJkyYVXkNHR0emLRAI4OzsLE0679atG3R1dZUVssJ27NiB2bNn4/Xr1xWaZ25ujhEjRsDb2xutW7dGs2bN8OTJExw+fBjff/89srOzpWOrWlGZiFTn3LlzGD9+PFJSUtQdChEREREREX0AmIROGq0ixz3WxiT0AQMGKD0JfcmSJQqNW7NmjUzbyMgIvXr1UmosVHtkZGTA2NgY2tr8144yiEQi5ObmwtjYWN2hEBERERERERERfRAsLCzw2WefwcvLC127doWWllaV1vvqq6+gq6sLsVgMT09P9OvXT+1f3Pv+++8VvscPvP3C4dChQzFjxgy4u7uX+Jk0b94cX331FVxdXeHh4QGxWAwAyMvLU2rcRKQcBw8ehK+vLwoKCtQdChEREREREX0ghOoOgEidzM3NFR6bk5OjwkhUw8fHR6lJv97e3tIj18vi7++PsLAwmb4JEyaopaoLqdfTp0+xfv16tG/fHo8ePVJ3OB+MQ4cO4ZtvvpE+1CEiIiIiIiIiIqKq6dKlC3744Qf06NGjygnoANCxY0fs3r0b/v7+8PX1VWsCukQiwezZsxVOQDc2Nsa8efMQFxeHgwcPwsPDo8yfibu7O7p16yZt5+fnVzlmIlKuLVu2YMyYMUxAJyIiIiIiIqViEjpptIrc9K2NN2WsrKwwadIkpazVokUL7N27t9xxUVFRmDFjhkyfQCDAF198oZQ4qHbIy8vDxo0b0bRpUzx8+BChoaFo2bKlusP6YLi7u2Pz5s04fvy4ukMhIiIiIiIiIiKiGm7JkiXYsGFDueP09fUxf/58xMfHY+3atWjevLnCezg4OEhfFxUVVSZMIlKRffv2YebMmSxsQ0RERERERErHJHTSaIaGhjAwMFBobG1MQgeA7777rsoVyNu2bYuQkBCYmpqWOS4mJgY+Pj7Izc2V6Z80aRIcHR2rFAPVHrGxsRg1ahRWrFiBEydOYP369bC2tlZ3WB+URo0aYcmSJZg1axaSk5PVIcwYrQAAIABJREFUHQ4RERERERERERHVUKdOncKKFSvKHCMUCjFlyhTExsZi9erV5T4LkOf27dvS10ZGRhWeT0SqERMTg+nTp6s7DCIiIiIiIvpAMQmdNJ65ublC42rr8ZHW1tZYuXJlpeYKhULMnj0bly9fRuPGjcsce+zYMXTq1AkPHz6U6a9fvz5WrVpVqf2p9jlz5gycnZ3x/PlzhIaGwtvbGwKBQN1hfZAGDx6MpKQk7Ny5U92hEBERERERERERUQ307NkzTJgwoczqxy4uLrh69Sq2bdsGS0vLSu1z9OhRXL9+Xdou73kCEVWPvLw8jBw5Ejk5OdW6b506dWBoaFitexIREREREZF6MAmdNJ6iSei1tRI6AMydOxdjx45VeLy5uTk+//xz3L17F+vXry/zRtGNGzcwdOhQfPzxx3j58qXMNW1tbRw8eBBmZmaVjp1qj+PHj6Nfv36ws7PDn3/+CVtbW3WH9EFr164dWrZsCT8/P6Smpqo7HCIiIiIiIiIiIqphlixZghcvXsi9VrduXaxZswbXr19Hx44dK73HjRs3MH78eJk+Ozu7Sq9HRMqzceNGmVMKqgs/A4iIiIiIiDSHtroDIFI3CwsLhcbV5iR0ANi2bRvS0tJw+vTpUsfo6+sjICAA/fv3LzXxvKCgANevX8fFixcRFBSE4OBgueO0tLTw+++/w8PDQynxU80WGBiIYcOGAQB2796N5s2bqzcgDaCrq4vhw4fDz88Pf//9N6ZOnarukIiIiIiIiIiIiKiGePHiBfz9/eVea9WqFQIDA9GqVasq7XH//n0MHDiwRJXlXr16VWldIqq6wsJCrF+/Xi179+jRQy37EhERERERUfVjEjppvHr16ik0rqioSMWRqJaBgQH+/fdfzJs3D7/88ovcMXl5eRg+fDiAtz+Xpk2bwtLSEiKRCOnp6UhLS0Nqamq5Cfn16tXDn3/+CU9PT6W/D6p5bt68KU1A37hxI5ydndUckeZ495Bo3bp1+PTTT6GtzX+tExEREREREREREbBp0ybk5+eX6B86dCh2794NIyOjKq1/5MgRTJw4scQJqXp6epgwYUKV1iaiqjtw4ACSkpLUsveUKVPUsi8RERERERFVP2arkcYzNjZWaJyenp6KI1E9LS0trF+/Hp07d8bixYuRmJhY6tjs7GxkZ2cjOjq6Quv7+vpi2bJlsLa2VkbIVMO9ePECn376KQCgTZs20tdUPd79nt2/fx8JCQk84pKIiIiIiIiIiIgAADt37izRN2vWLGzYsAECgaDS64rFYnz77bdYuXIlJBJJietjxoyBubl5pdcnIuWQ9xlQHbp37w5XV1e17E1ERERERETVj0nopPE0KQn9nfHjx2PkyJHYtm0bli9fjqdPn1ZpPUNDQwwbNgyLFi2Co6OjkqKkmk4sFmPBggW4ffs2AGDRokUwMDBQc1SaxdDQUPr6zp07TEInIiIiIiIiIiIiJCYm4smTJzJ9I0eOxC+//FKlBPSIiAhMnToVN27ckHtdIBBgzpw5lV6fiJRDJBLhypUratl77ty5atm3uqSkpCA8PBypqalwdnZW+HTghIQEpKamwt7eHiYmJgrNiY6ORnx8PJ49ewY9PT107dpVoedAEokEsbGxyM3Nhb29PerWravQfkRERERERJUhVHcAROqmaBK6vr6+iiOpXrq6upg5cyYSEhJw4cIFfPPNN3B1dVX4BnTz5s0xatQo7Nu3D8+fP8fu3buZgK5hzpw5gz179gAA7OzsMGTIEDVHpHmKfy6FhYWpMRIiIiIiIiIiIiKqKR49eiTTbt++Pfz9/SEUVu6x4OvXrzF//nx07Nix1AR04G3yqaIJmUSkOikpKcjNza32fYcOHYrhw4dX+77V4fnz5xg3bhysrKwwaNAgfPrpp3BxcUG7du3wzz//yJ2Tnp6Ob775Bg0aNICNjQ06d+4MMzMzTJw4ES9fvpQ7JycnBytXroSjoyNat26NQYMGYerUqZg4cSLs7e3RvXt3XL9+Xe7cxMREzJgxA8bGxnBwcICLiwvMzMzwxRdf4PXr10r7WRARERERERXHSuik8erVq6fQuA+pEnpxOjo6cHNzg5ubG1asWIGsrCwkJyfjxYsXSE1NxYsXL5CbmwsTExOYmJigYcOGaNeuHRo2bKju0EmNXr9+je+++07aXrRoEYyMjNQYEUVERKg7BCIiIiIiIiIiIqoBsrOzZdqLFy+u1DOOoqIi7Ny5E//73/9KVFZ/n6urK/z8/Cq8BxEp3/ufAdXBysoK27dvr/Z9q8OdO3fQv39/pKSkyL02ZMgQrFu3Dl9++aW0/9SpUxgzZgwyMzNlxotEIvj7+yM0NBTnzp1D8+bNpddiY2Ph4+OD6OjoUmO5fPky3NzcsHfvXgwbNkzav2vXLsyYMQP5+fky49+8eYNNmzbh0qVLCAkJkTlhl4iIiIiISBmYhE4aT9FK6IqOq+3eJZu3bt1a3aFQDXbo0CFcu3ZN2q5MFfTCwkJcvXoVx44dQ2RkJB4+fIiuXbvCzc0No0aNkia1Z2Vl4fbt29J5tra2sLS0LLHexYsXkZqaiqysLKSnpyM9PR3Pnz/Hs2fP0KpVK6xfvx4A8PLlSxw4cACnT59GREQEOnXqhOnTp6NHjx7SkwDi4+MRFRWFrKwsZGZmIiMjA6mpqUhJSUFCQgL2798Pe3t7FBYWIiwsDIGBgbh27RoyMzPh7u6OYcOGoXfv3pWuLKSonJwc6ev3qxsRERERERERERGRZjI1NZVpt2zZskLzJRIJDh48iO+++w4xMTHljq9Xrx7++OMP6OrqVmgfIlINRQtwKYuuri727duH+vXrV+u+1SElJQXe3t5ISUmBg4MDevTogf3798tUFheLxZg7dy7s7OwwcOBArFmzBosWLUJRURGMjY1hb2+PW7duQSwWS+fEx8djwoQJuHDhArS0tBAWFgZvb29kZWWhTp06GDNmDNq0aYPQ0FAEBgbKxPTmzRv4+voiLCwMTk5O+Oqrr/DLL78AABo2bAgrKyvcunVLZk5ERATmzp2L33//XYU/LSIiIiIi0kRMQieNp+iNGAsLCxVHQlQ7FBYWYuPGjdL25MmTYWZmVqE1Hjx4gDlz5uDkyZMy/XFxcfD398fGjRvx999/w9raGufPn5ep5hAVFVUiCV0sFmPkyJF48eKF3P18fHwAAPfu3cOoUaMQFRUlvRYTE4OAgACEhoaie/fuAIATJ07giy++KDX+pk2b4smTJ1iwYAH+/PNPmWvR0dHYvHkzpk2bhjVr1qi0QnzxJPS4uDgUFBTwQQ8REREREREREZGKiUQiFBQUqDuMUjk4OEAgEEAikQAAQkJC4OzsXO68N2/eYM+ePVi/fj3u3bun0F5mZmY4deoU7O3tqxQzESlP48aNYWJigqysLJXvZWBggMDAQPTo0UPle6nDwoULkZycjIULF2LFihUQCoUwNDSUFj56RyKRYOLEifD29kZAQACMjY2xZs0aTJkyBUKhEIcOHcLIkSNl5oSGhmLXrl0YNmwYRo4ciaysLNjZ2eHMmTOwtrYGAMybNw8fffSRTGEo4O3n9ejRo2FlZYXTp0+jSZMm2LRpk/R52Jo1a7BgwQKZOXv27MGyZcvQpEkTZf+YiIiIiIhIg6m2RCtRLaCvr6/QOHNzcxVHQlQ7XL16FTdu3JC2Bw0aVKH5Z8+eRYcOHaQJ6AYGBvjhhx9w9OhRnD59GsuXL0dERASmT5+OvLw8BAUFSee2adMGDg4OctcNDw9HdHQ0Tp06BXd3d5lrrVq1wt27dzFw4EDo6+tj2bJlaNy4scyYAwcOSF+PHTsWjx49QmhoKObPny8zztPTE/Hx8ejZsycKCgoQFBSEmJgYXLt2DXPmzJGO++2337B48WLpgx5VePXqVZltIiIiIiIiIiIiUo5Hjx5hy5Yt8PHxQYMGDXDnzh2V7NOiRQuMHz8e48ePl3sipCLMzc3h6uoqbf/4449ISkoqdXxUVBQWLVoES0tLzJgxQ+EEdEtLS4UT3Imo+mhpacHLy0vl+xgbGyMoKAj9+/dX+V7qcO3aNfj7+8PHxwcrV64s9/TbjIwMBAQEoE6dOjh27BimTp0qnTNs2DDo6emVmBMQEICVK1ciKSkJNjY2uHjxojQB/Z2mTZvK3e/+/fs4ffo0zMzMcP78eWkCOvD2Odf7CgoKsGHDhnLfNxERERERUUWwEjppPG1txX4NWAmd6K3iydoA0LVrV4XnXr58GUOGDEFubi6Atwndv/zyi8xxsH379oWzszMGDhyI8+fPY+vWrdJr48ePl/s7KxQKpQ9kHB0dERsbiwsXLkivm5iY4JNPPoG7uzvWrVsHExMTFBQUYPny5dIx6enp0tempqYwNTWFjY0NGjZsiDVr1kiviUQi+Pj44Ouvv8b06dOhpaUlvebq6gqBQICffvoJALBx40ZMnjwZLi4uCv+MKuLly5cy7fJugBIREREREREREZFicnJycP78eQQFBSEoKAhxcXHVsm/Pnj3Rs2fPKq8zd+5cjB8/HgCQnJyMzp0748cff0S3bt0gkUhw7949hIeH4+DBg4iOjq5UnHv37kWzZs0UnrNz505MnjwZ//d//4elS5cq/HyGiGRlZmaiX79+CA8Px+PHj+X+Hs6dOxf79+9XWQxOTk7Yt28f2rdvr7I91G3evHkQCoVYsWKFTP/Dhw9LnaOtrY0DBw6gV69eMv1CoRBNmzbFo0ePZPqDg4Nx9epVAG+/MPR+ASUAuH79eqn7GRsb4+TJkzLP2QCgSZMm0NbWhkgkkum/ePFiqWsRERERERFVBrPVSOPp6OgoNI5J6ERAbm4utm/fLm2PHz8ejRo1UmhuSkoKxo0bJ01Ab9myJbZv317ixhgAeHl5wcvLC4sWLZLpV/Thy+3bt6WvGzRogK1bt8LAwABr166FiYkJgLcVhYrz9vaWu9bTp09l2mfPnsW8efPw+eefyySgA29vIn722WcyfQcPHlQo5sp4v3qRoaGhyvYiIiIiIiIiIiL6kEkkEty8eRN+fn5wd3eHqakphgwZgk2bNlVbAroyjRkzRubEyGfPnmHixImws7ODvb09hgwZgmXLllU4AV1fXx9r167FhQsXKpSADgBubm4AgOXLl0NHRwfff/99iUIbRFS6hw8fYsCAATA1NUV4eDisrKxgZWUld2znzp0xefJkpccgFAoxf/583Lx584NOQL958yYuXboEX19fODo6SvvFYjEuX75c6rzvvvuu1BOEX7x4UaJPLBYjNzcXHTp0wIgRI0pcT0pKKvMkiy1btqBDhw4l+jMyMkokoANAbGxsqWsRERERERFVBpPQSeMpkoTeqFEj1K1btxqiIarZYmJipEnkwP9/aFAesViM77//Ho8fP5b27dixo9QjBIVCIT766KMSyeSKHOuan5+Po0ePStvp6ek4evQotm/fjvr160v7hw8fjuXLl8PX1xe7du3CqFGj5K73/rG6kydPxtSpUyEQCOSOf/+G74MHD8qNubLeVccA3lYdUfRLNURERERERERERCTr6NGjcHV1xeLFixEcHIzCwkJ1h1QlQqEQhw4dkkmerAqBQICBAwfi5s2b0urAFWVrawuJRAJ/f38AwJIlS1CvXj1MnDgRFy9ehFgsVkqsRB+S3Nxc7Nu3D926dYOdnR3+/fdfAMDdu3eRmJhY6rMK4G2CcvEvo1RV9+7dcfHiRaxevRp6enpKW7cm+v333wEAX375pUz/1atXkZGRIXeOtbU1vv76a7nXXrx4gZycnFL3W7p0qdz/L0+cOFHqnB49emDcuHFyr5VWrT01NRV5eXmlrklERERERFRRTEInjafIcY+tWrWqhkiIar73E7LlVTGX58qVK9i8ebO0PWvWLHTr1q3MOQYGBjJtX19fhb4MEhUVhWfPnsn0rV69GnZ2djJ9xsbGWLx4Mfz9/TFp0iS5CdwSiUQmoR0Avv766zI/N4qKimTa165dg0QiKTfuisrNzZWJzcHBQel7EBERERERERERUe3VoEEDhIWFYeTIkZVeQ1tbG+PHj0dkZCSOHz+ulKR2X19f5OTkSJM7/f394ebmBisrKyxdupSVeknjFRUVITQ0FJ999hnq16+P8ePH48qVKwDe/r6IxWI4OTmVu46uri5OnTqF2bNnl5msXp6BAwciJCQEoaGh6N69e6XXqS0kEgmCgoLQunVruLi4yFzbu3dvqfNWr14NfX19uddKSwoH3p7GPWDAALnXdu/eLbdfKBTi559/LnXN0vbT1dUtNUYiIiIiIqLKYBI6aTxFKgczuZPorcjISJl2ixYtyp0jkUjw22+/yfRNnz693BueaWlpMu2+ffsqFOOlS5dk2t27d8fw4cMVmvu+pKQknD17VtpevHhxuZ8H8o5TVIXExESZdnlJ/URERERERERERKR5jI2NceDAAVy+fBlDhgxRKPnQ0NAQH3/8MX799VckJCRg7969aNu2rVLjqlu3Ln7++Wc8evQI48ePBwA8ffoUy5YtQ8uWLWFjY4MFCxYgODgYIpFIqXsT1UQvX77EwYMH4evriwYNGqBnz57Yvn07CgoKoKOjgx9++AGvXr2Cr69vhRLKdXR0sH79ekRFRWHChAkwNjYud46uri769u2LtWvX4sGDBzh+/Dh69OhRlbdXqwgEAkRGRmLnzp0y/W/evMG+ffvkzrG1tS3zCz/3798v9dqYMWOgpaVVoj82NhaXL1+WO8fDwwOurq4V3s/MzKzUOURERERERJVRfgloog8ck9CJFJeSkiJ9bW1tjcaNG5c7JyYmBnv27JG2x44dizZt2pQ77+7duzLtTp06lTtHIpHg8OHDMn1Lly6tdFWH69evy7RHjRpV7pz3q7A7OTlVqcJIaR49eiTTfr8aBxERERERERGp35o1a7BgwQJpe8uWLZgxY4YaI3rr0KFDMolSX375ZZnVNImo9uvatSuOHDmC/Px8hIWF4e7du0hLS0N6ejoMDQ3RqFEjNG7cGJaWlujQoQN0dXWrJS4bGxvs3bsX//d//4fFixfjyJEjEAgESEhIwIYNG7B27VoYGBhg4MCB8PHxgZeXF+rXr18tsRGpWlxcHI4fP46//voLly5dglAohEQiQVFREbS0tKCtrY2vvvoKCxYsgImJSZX2cnJywp49e1BUVITw8HBEREQgNTUVaWlp0NXVRePGjaX/uLq6KnQy7YfMyMioxHOpQ4cOISsrS+74CRMmlLneP//8U+q10uYWf7b2vokTJ1ZqP3t7+zLnERERERERVRST0EnjKZKE7uzsXA2RENV8ycnJ0tf9+/eXW5nhfVevXpVpDxo0qNyk7FevXuHEiRPS9siRI2FhYVHuXgkJCbh48aK0PXDgQPTp06fceaUpXgW9b9++ClX7SUpKkmkrUi2+Mt4dvfmOMo7BJSIiIiIiIiIiog+bnp4e3Nzc4Obmpu5QZDg6OiIwMBARERHw8/PDoUOHIJFIIJFI8Pr1axw+fBiBgYEoKipCp06dMGLECAwaNAgODg4qKQJCpAoikQiXL1/GsWPHcOjQISQkJEBPTw/5+fkAALFYDF1dXRgYGOCLL77AnDlzYG5urtQYtLS00LlzZ3Tu3Fmp62qC3bt3l3pt3LhxpV7Ly8tDUFCQ3GuOjo5yK5pLJBIEBATInaOvr4+hQ4eWul9SUhLCw8PlXtOkivZERERERFQ9mIROGq+oqKjM60KhEB07dqymaIhqLolEgujoaGnb2tpaoXnnzp2TaStS0fzOnTsy7YEDByq017Vr12Tan376KYRCoUJz3/f69Wvs2rVL2h49enS5a0kkEhw9elSmr3v37pXavyxv3ryRiW3YsGEKVaUnIiIiIiIiIiKiymvTpg08PT3h6emJ+fPn4/bt2+oO6YPj7OyMP//8E0lJSdiwYQM2bdqEwsJCFBQUSJ/nXL16FZGRkViwYAHq16+Pbt26oVevXujSpQsrOFON8vz5c4SFhSEsLAznz59HREQECgoKoKurK008z8/Ph1AohEAggJWVFRYuXIiJEyfCwMBAzdFTcU+fPsX58+flXrO1tUXLli1LnXv27Fnk5OTIvVZa8vqlS5cQHx8v91qvXr3K/Jw7cuRIqdeYhE5ERERERMrGJHTSeK9fvy7zuqOjI4yMjKopGqKarXjlc0WOfhSLxfj777+lbXNzc4Uqg7+fyN2lSxeF4vv333+lrw0MDKpUBT0yMhK5ubnStrxKFO9LSEjAgQMHZPpcXFwqHUNpbt26JVNx/ZNPPmG1HyIiIiIiqtWK/52madOmJU6ZIiJSlLu7O4KDg6Xt2NhY2NnZqTEiqs1MTU3Rr18/eHp6on///mjatKn0miKnrFLlWVpa4scff8R3332H3bt34+eff0ZcXBx0dHRQWFiIvLw8AEBmZib++ecfnDt3TprU6+DgAHd3d3Tt2hVdu3ZFixYteP+UVK6goACRkZEICwtDaGgoQkJC8OzZM2hra0NLS0v65xOA9LWenh4KCgrg7u6OefPmwdvbu9KFdUi19u3bB7FYLPda7969y5xb/DnZ+0aNGiW3f+/evaXOqex+9evXh7u7e5lziYiIiIiIKopJ6KTx0tPTy7z+0UcfVVMkRDWbQCBAq1at8OzZMwBAvXr1yp2Tk5OD7OxsadvFxaXcG6iZmZnYsGGDtN25c2fY29uXu1dmZqbMUYizZ89G/fr1y51XmtDQUJl2WVUs3nn/OMW+ffsqNK+izp49K31taWnJm4ZERERERERERESVoK+vDy0tLWmFbS0tLXTp0kVa7bxjx45MCFUzQ0NDzJo1CzNnzkR4eDi2bdsGf39/FBYWQiQSQSKRAHh7euQ79+7dQ2xsLHbs2IH8/HwYGRmhS5cucHNzg4uLC5ycnNCsWTP+f0tVkpqaigMHDuD69es4f/48bt++jcLCQtSpUwf5+fnShGWRSASRSCSdp6OjA5FIhKZNm2LGjBmYNGkSLC0t1fU2SEEBAQGlXivry25v3rxBYGCg3Gtt2rSR+wypsLAQBw8erNR+ycnJuHDhgtxrY8aMgZ6eXqlziYiIiIiIKoNJ6KTxnjx5Uub1vn37VlMkRDVf8Uo/ipwQ8P5JA7a2tuXOCQ4OlqlAPmrUKJmHAXfu3EFUVBSGDRsmc7MsPDxcZp1BgwaVu1dpxGIxDh8+LG23atWq3KMvCwsLsX37dpm+2bNnQ1tbuf+qzcvLw86dO6Xt+fPn87QGIiIiIiIiIiKiSjA0NMSZM2cQGhoKJycneHh4KFR8g6qfQCBAx44d0bFjR/z0008IDAzEb7/9hpCQEGhra6OwsFCakA7IJv6+evUKp0+fRkhIiLRfT08PLVq0gLOzM9q2bQsnJyc4OTnBxsZG5kRQ0mxv3rzBgwcPEB0dLfPcAgB27NiBgIAASCQSFBQUyMx5n7a2NiQSCXR1dTF8+HBMnToVPXv2ZIX+WuLu3buIiIgo9bq1tXWp1/bs2VNqQbSZM2fK7T9x4gQyMjIqtd/GjRtlvvRQ3OTJk0udR0REREREVFlMQieN9+jRo1Kv6ejoYMCAAdUYDVHNZm5uLn2tSOLz+5XISzuq8B2RSIQdO3bI9PXo0UP6Oj8/H4sWLYKOjg5GjBghM674McsNGjSAs7NzufGV5uHDh7h27Zq0bW1tXe7N4OPHj+PGjRvSdq9evVTyJZZTp04hPj4ewNvq7JMmTVL6HkRERERERERERJrC3d2dJw3WMnXq1MG4ceMwbtw4pKen48iRIwgICEBwcDC0tLRKJKS/k5eXJ32dn5+P6Oho3Lt3D4GBgRCJRCgsLIS2tjZsbGxkktNbtWoFa2trGBoaVufbpGoikUiQnp6OR48e4d69e4iOjkZERASioqLw7NkzSCQS6OvrIz8/v8RceX3vvEs8r1OnDoYNG4bRo0fDw8ODlahrob1795Z5vVmzZnL7RSIR1q1bJ/eaubk5Pv30U6Xul5WVha1bt8q9NmDAAHTs2LHMdYmIiIiIiCqDSeik8cpKQnd3d2fVE6JiWrduLX1dXkI58PY42/79++PUqVMAgNu3b0MikZSa0B0YGIhjx47J9LVq1Ur6ev/+/Thx4gQiIyOho6Mj7S8oKJA5CnHChAmoW7euYm9KjuIJ6AAQFhaGwsJCmT2Ly8rKwuLFi2X6fv75Z9SpU0fu+KSkJPzxxx/Izs6Gt7c3unXrplDFk4KCAqxevVraXrFiBUxMTMqdR0RERERERERERPQhatCgASZPnozJkycjKysLx44dw/79+3Hu3DkUFhZCS0tLpkr1+yQSiUzlapFIhNjYWMTGxuLYsWMQi8XS+YaGhmjatClsbW1hb2+PZs2awdraGtbW1mjWrBnMzc1Z2boGEolESE5OxuPHj/H48WMkJiYiISEBMTExePz4MVJSUqTJ5Pr6+jL/n79T/AsMZdHX10deXh7MzMwwZMgQjB49Gu7u7qU+W6CaTyKRYN++fWWOMTU1ldu/adMmxMTEyL323//+F/r6+iX6s7Ozcfz48Urt99///heZmZkl+gUCAfz8/Mpck4iIiIiIqLKYhE4aLzY2ttRrH3/8cTVGQlTzubi4SF/LO1JSnh49ekiT0K9cuYLr16+jc+fOJcbdunULX375Jby8vHDy5EkAQN++faVfBElMTMRXX32FZcuWoV27djJz7969K60ODgAeHh4Ve2PvCQoKkr42NzfHixcvEBISgj59+pQYm5+fjwULFuD+/fvSvg0bNsj8rIrLyMiAt7c3oqKiAADLly/HhQsX4ObmVm5c586dQ2hoKIC3n0+DBw+u0PsiIiIiIiIiIiIi+lCZmJhgwoQJmDBhAgoKCnD58mWcOHECgYGBiIuLg76+PgoKChQqsAKUTDzOycnBgwcP8ODBA5w+fRo6OjoQi8XSBGYdHR00atQI1taHLAcDAAAgAElEQVTWsLe3h42NDSwsLNCwYUOYmZlJ/7d+/frQ0tJS+vvXNPn5+UhPT0dqairS0tKQlpaG1NRUPH36FA8fPsTDhw+RmJiItLQ0SCQSCIVC6OnpQSKRlPrnQNFk83feJZeLxWJ89NFHGDp0KLy8vNC6dWt+IeEDcfHiRSQmJpY55vHjx3B0dJTpS0xMxLJly+SO79q1K2bMmCH32qFDh8r9c/j48WPY2dnJ9F2/fh2bN2+WO/7zzz8v8VyNiIiIiIhIWZiEThotPz8ft2/fLvX6kCFDqjEaoprPwcEBBgYGyM3NxcuXLxWaM2bMGCxZskTa/s9//oNff/0V7du3h1AoRG5uLo4fP445c+Zg8ODB6N+/vzQJ/d0RqE+fPsUnn3wCOzs7zJo1q8Qely9flml36tSp0u8xMzMT/v7+0vaqVauwb98+LFiwALt27ULbtm2l15KSkuDn54dt27ZJ+77//nvMnDmz1PWvX78uTUB/5++//y43CV0kEmHt2rUAADs7O2zcuBG6uroVem9ERERERETKcvv2bdy7dw+pqal4+fIl6tevDwsLC3Tr1g2NGjVSd3g1TlpaGu7evYu4uDhkZmaioKAAJiYmaNCgAVxcXNCyZcsq7yEWixETE4Pbt28jJSUFr169glAohIGBASwsLGBtbY02bdrAyMhICe9IcampqQgJCcHTp0+RnZ0NExMTtGrVCt26dSv1BLGqqo4/n48ePcK1a9fw9OlT5Ofnw9zcHO3atYOrqyuEQqFS9iiusLAQV69eRUJCAlJTU5Gfn4+GDRvCysoK3bt3h6GhodL3jI+PR1hYGJ48eQKxWAwzMzO0bt0anTp1UnryZGZmJkJCQhAXF4e8vDyYmprCxsYGPXv2hIGBgVL3IiLNoKurC3d3d7i7u2PVqlVITk5GUFAQTp8+jbNnzyI1NRX6+vooLCxEUVFRhdcXiUQQiUQyfYWFhXjy5AmePHmCS5cuQU9PD0KhUFpZ+13Ss0AggKGhIUxNTdGwYUNYWFigSZMmMDMzkyarN2zYECYmJjA0NJT5R19f/4NKbhaLxcjNzUVOTg5ycnLw6tUr5OTkIDMzU5pcnpqaihcvXuDZs2dISUlBeno6srKyZArlaGtrSxPCi4qK5Fa/F4vFChfXUYSpqSnGjx8PDw8P9OnTp9r/G4uqx969e8sdExUVBS8vL2n7zZs38PHxkVuV3NTUFHv27Cn1vxcV3a94Evrz588xbNiwEp9JANChQwesW7eu3DWJiIiIiIgqi0nopNFu3rxZ6jGMHTp0gJWVVTVHRFSzGRgYYMKECdi6dWuZpwgUZ29vjz///BOjR48GAFy7dg0dOnSAnZ0drKyscP78eQCAr68vfvzxR5kvhly4cAEdOnRAVFQUbGxs/h97dx7eVJX/D/ydpWmatmm6QEt3KEhZZBMERAQpIMomOIgiqAiCC444CqI4Cs5YVtFxdJSfyigDbiyCAiIUZF9coIAgSwtdqG2hTdN9SZr7+4On99s0S2+6JLR5v54nD7nnnnPP58JtaZN3zsXOnTsRHBxscXxBEPDtt9+K25MmTUJoaGiDz/HkyZMW23fccQeio6MxbNgw9OjRA9OmTUPnzp1x+fJlbNq0CYWFhWLf1atX44knnnD4ZrOtN061Wm29dX3zzTdISkoCAHz22WeIjIyUekpERERERERNIjs7G0uWLMHGjRuRnZ1tt1+vXr0wf/58TJ482eHvR927d8fZs2et2rOyshyGqzp37izejWrHjh0YPXq0uO+5557De++95/A8CgoKEBISYrH65eDBg3HgwAGH4wCgQ4cO4p24fHx8UFBQAG9vb6t+1dXV2L9/PzZt2oQ9e/bgwoULDo8bGhqKmTNn4q9//Svatm1bbx21GQwGLF++HGvXrkVWVpbDvnK5HN27d8fYsWMxZ86cZv3AQHJyMubPn4+9e/faDPf5+vpi+vTpWLx4MYKCgvDrr79afKh88uTJ+OqrryTP19TXpz1JSUl49dVX8csvv9jcHxERgRdffBF//etfmySo/dtvvyExMRG7du1CSUmJzT5eXl4YPnw4Xn/9dQwYMKDRc+7btw+vvfYaDh8+bHN/SEgIXn75Zfz1r3+V9AH5vLw8tGnTRtzu2bMnkpOTAdwIur/66qvYuHGjzeCUt7e3eJ04+tqYM2cOPvjgA5v7OnXq5LC+7OxsfniGyANERETgiSeewBNPPAEASEtLw/79+/HTTz8hKSkJWVlZ8PLygkKhcHo1bFsEQbB7HEEQUFxcjOLiYqSnpwO4EUxXqVRQKBQQBEEMuQuCYDFWJpNBrVZDo9FAo9GI4XStVouAgAAEBATA398fvr6+UKlUUCqVDXrI5XJUV1eLddT3MBqNFttVVVViqNxgMKCwsFA859LSUpSVlaG8vFxcRb42uVwOLy8v8f/pmuM7YutDAU3Bx8dHrFEmk1n8TPPkk09i6dKlTT4n3TwqKyuxceNGu/v9/PxQUlKCd955B/fffz86duyI1NRUTJ482eq9JuDGz2wbNmywWsW8RmZmJvbv3293Pl9fX5SWlmLRokW444470LZtW/zyyy+YPHkyrl69atU/NDQUGzZssPn7ChERERERUZMRiDzYqlWrBAA2H2+++abTx/vwww+tjlNQUNAMlRO5z8GDBwUAwqhRo5wat3fvXqF///5WXyNt27YV3nnnHaG8vFwQBEGoqKgQJkyYYNHnwQcfFNLT020eNy0tzaLvZ5991qjze+ONN8Rj9e3bV6iurhbMZrOwbt06ISAgwKr+gIAAYf78+cL58+clHb+yslKYNm2aOL5jx45CSkqKwzEpKSni3OvXr2/U+REREREReZq6P8cvXLjQ3SW1SMuWLRN8fHzsvo5i6zFw4EAhJyfH7jG7devm1PFqHp07dxaPUVJSInh5eYn7unTpUu+5bNy40eqYXl5eQnFxscNxKSkpFmNGjhxpt+/kyZMbdG5BQUHCjz/+WO851Dhy5IjQpk2bBs317bffSp7HWUuXLhUUCoWkOiIiIoTk5GThl19+sWifPHmy5Pma4/qsq7q6Wnj66aclH3/w4MGCXq8XVqxYYdH+4YcfSpqvtLRUmDp1qiCTyZw6r9mzZwtVVVX1Hn/Dhg0W455//nlBEARh4cKFkudMSEio9+tGEATh+vXrFuN69uwpCIIgbNmyRfD19ZU0V3R0tMPXXp599tkGfR0AELKzsyX9mxDVddtttwkAhJiYGHeXQk0gOztb+O6774TXXntNGDJkiODn5ycAELy9vS1+1mgJD6VSKXh7ewtqtVpQq9WCj4+P+NBoNOKjdntNX29vb0GlUgleXl6CSqVq0HFqjiH1Z4Gb5aFWq8V/67CwMGHixInCihUrhP379wvFxcVCcHCwRf+XX37Z3ZctNbNNmzY5vGa++eYbITw8XLx+4uLi7F73Wq1WSEpKcjjfsmXLHM63bds2Qa1WCwAEf39/ITY21u7PbXFxcUJqaqqL/qaIiIiIbm5xcXEWPyvNmDHD3SURtSpcCZ08mr3VfGQymbhqMxFZGjBgABISErBz5078+eefCA8PlzTu7rvvxsGDB/HHH3/g6tWrMJlMCAkJQdeuXaHT6cR+3t7eWL9+PY4dO4aysjLExsaia9eudlfBi4mJsVoNpqFMJhO+/PJLcfsvf/mLuNrKI488glGjRuHs2bPQ6/VQq9UICQlBx44dLeqvj0qlwqeffoonn3wSpaWl6Nu3L0JCQuz2z8nJwWOPPYbCwkJs3LgREydObPgJEhEREREROclkMmHmzJn4/PPPrfb5+fkhOjoafn5+KCgoQGpqqsXq4kePHsXtt9+Oo0eP2vzdUalUiitF110p29EK0krl/72k6evri4EDB4qrmP/xxx/IyspCRESE3fG7d++2ajMajdi/f7/Fqur1jRsxYoTdvrZWPg0ICEBYWBi0Wi2qq6uh1+uRnp5u8TutXq/Hvffei127diEhIcHu8QEgNTUVI0aMQGlpqUW7t7c3OnbsiJCQECiVShQVFSE7O9vm6ojN4a233sJrr71m1R4UFISOHTvCx8cHf/75p3iHtaysLNxzzz348MMPnZ6rOa/PumbOnIn//ve/Vu3h4eHo0KEDTCYTLl++jGvXrgEADh48iPvvvx/33Xef0+eVm5uL0aNH47fffrPa16ZNG7Rr1w4qlQo5OTlW/66rV69GWloatm/f7vRK7AsXLkRiYqK4LZfLERwcDD8/P1y7ds3qWtuzZw+eeuoprFu3zql5AOCHH37AX/7yF4tVawMDAxEYGAiDwQC9Xm/RPyMjA2PHjsWpU6fg4+NjdTyFQtGg7ycAHN55gYg8R1hYGMaOHYuxY8cCAARBQGpqKn7++WecPHkSycnJOHv2LHJyciAIAnx8fGA2m22u5O1uzbUqeGtR+99OqVQiNjYWPXv2RI8ePdC3b1/069fP4g4e5Lkc/YwTGRmJBx54AHFxcRg/fjyuXr2K1NRUm33vuusurF69GvHx8Q2e74477sDo0aOxfv16PProo+KdBeqSyWR44IEH8P777zfqrsFERERERESSuTcDT+Q+VVVVglartfnp8NGjRzfomFwJnTzFli1bBADC119/7e5SmtSZM2csvn4PHTrk1nrS0tKEhIQEQaPRCNu3b3drLURERERELRVXQm+c+fPnW/z9yWQy4dFHHxWOHTsmmEwmi74FBQXCe++9J4SEhFiMufPOOwWj0ehwntr9IyIinKrxzTfftBj/3//+12H/uivf1DxqVoK254EHHrDof/LkSbt9x48fL+h0OmHGjBnCxo0bhatXr9rsV1hYKKxbt85qVfjQ0NB6X1OaOHGixZhOnToJGzduFO80VpfBYBC+++47YdasWYK/v3+zrIS+b98+q9UY4+Pjhe3bt1tdL1euXBFmzJgh9o+OjrYYJ2UldFddnx9//LHV9XLnnXcKx44ds+hnNpuFvXv3Cj179hT71T2v+lZCNxqNwqBBgyzG+Pn5Ca+99prNO6mlpaUJf/vb3wSlUunU6qx1V0KvfQ3ecsstwtq1awW9Xi/2N5lMwk8//ST069fP6u9i//79DuequxJ6eHi4EBgYKAAQdDqdkJiYKFy5csVizLlz54QpU6ZYzbV48WKHcwmCIAwZMsRizKVLl+odQ9QQXAndM5WWlgonTpwQ1q1bJ7z66qvC6NGjhejoaEEul4urIXt7eztczZiP5n/IZDLBx8dHUKlUAgBBpVIJXbp0ER566CEhMTFR2LJli3Dx4sV6fwaojSuhexa9Xu/wa3n+/Pli3/z8fCExMVHo1KmT+LNtQECAMG7cOGHLli2S5jt16pTDa7r2z5ApKSnC3LlzhdDQUHF/UFCQ8NBDDwknTpxo8r8LIiIiopaOK6ETNS+G0Mlj7d692+4v8vXdDs0ehtDJU1RUVAjjx48XRo0aZfWmbkv2ySefiF+7Go1GKCoqcksdZrNZ2L17txAZGSmMHj1auHDhglvqICIiIiJqDRhCb7idO3daBIp9fX2FH3/8sd5x6enpQseOHS3+3j/++GOHY2r3dTaEfuTIEYvxU6ZMsdv38uXLFn1rAoQAhK5du9odV11dLYZmAQht2rQRzGazw5pKS0sln0NVVZUwefJki9qWL19ut39JSYlFKKZt27bC9evXJc9XVFQk5ObmSu4vhclkEjp16mRxDoMGDRJKSkocjlu9erVVcB2oP4TuquszNzfX6vvIlClThOrqartjKisrhZEjR9YbILLl1Vdfteh/yy23CKmpqfWe1549ewS1Wi2Ok8vlDl9PqBtCr3lMnDjR7gcZBEEQysrKhP79+1uMefjhhx3WVjeEXvPo0qWLkJaW5nDsc889ZzEmMjKy3teiGEInV2EInWqrqKgQzpw5I3z99dfCokWLhAkTJghxcXGCRqMRvx+pVCpBo9EwpN4ED7lcLvj4+Ag+Pj4WH8TS6XRCjx49hMcee0xYsWKFsH37duHKlSsO/9+WiiF0z7J69WqH1+CZM2dsjquqqhIKCwudnm/evHl251KpVEJ+fr7NcaWlpW57L4uIiIiopWAInah5/d+9a4k8zLZt22y29+jRo97bHRN5Om9vb6xYsQK9evXCsWPHMGjQIHeX1GiCIOD7778Xt6dNmwZ/f3+X15GRkYGVK1fi008/RWJiImbPng21Wu3yOoiIiIiIiP7+979DEARx+4svvsDIkSPrHRcdHY1vv/0WvXr1QnV1NQBg2bJlmDFjBmQyWZPXefvttyMgIACFhYUAgKSkJAiCYHOu3bt3i899fHzw+uuvY/z48QCAc+fO4c8//0R4eLjVuF9//RUFBQXidkJCgsNzGThwoFPn4OXlhTVr1uDw4cO4evUqAOCTTz7BvHnzbPZPS0tDZWWluP3AAw8gJCRE8nz+/v5N/jvv9u3bcenSJXE7ICAAmzZtgq+vr8Nxs2bNwvHjx7FmzRqn5nPV9fnxxx+L1xYAxMfH47PPPoNcLrc7h0qlwoYNGxAfH4/s7GzJ55SXl4d3331X3NZqtUhKSkJUVFS9Y4cNG4ZVq1bhmWeeAQCYzWYsX74cn3zyieT5e/XqhS+++ALe3t52+/j4+OD9999Hv379xLYdO3bY/Zqzx9/fH9999x1iYmIc9lu2bBm++uorXL9+HQBw9epVnD59Gr1795Y8FxGRK3h7e6N79+7o3r271b7i4mJkZmbi6tWryMzMRGZmJjIyMpCSkoKMjAzk5uaioqICwI3/Q5RKJaqrq2E0GmE2m119Km6nUCjg5eUFmUyGqqoq8f9rrVaL8PBwxMTEIC4uDtHR0YiMjERUVBSioqIQHh7u8P8wImesW7fO7r4ePXrY/FoHbvxc7+Xl5dRcZrMZX375pd399913H4KCgmzu02g0Ts1FRERERETU1BhCJ4/13Xff2WyfO3euiyshapk6deqEjz76CD/99FOrCKHn5uZi69at4vbgwYNdXkNxcTFGjBiBZ555BqmpqQgLC3N5DURERERERABw4MAB/PLLL+L2Pffcg3Hjxkke3717d0yaNAlfffUVACAlJQVnz561G9ZoDIVCgaFDh4q/0127dg2nT59Gz549rfomJSWJz++66y6MGDEC3t7eYqB79+7deOyxxxyOA4Dhw4c35SkAuBEg+ctf/iKGkC9evIjr16+jTZs2Vn3LysostusLertC3RD5iy++iNDQUEljExMTsXbtWphMJkn9XXl91g1xL1myRFKwSKvV4o033sBTTz0lua7//Oc/Fv+2r7zyiqQAeo0nn3wSiYmJ4gcZtm7dio8//lhyOHzZsmWSwnt9+/ZF586dceHCBQBAYWEhUlNT0bFjR8m1zpkzR1J/Hx8fTJw4EatXrxbbfvvtN4bQiahF8ff3R9euXdG1a1e7fQoLC62C6vn5+cjLy8P169eh1+tRUFCAoqIilJSUWPyfqVAooFQqIZfLIZPJYDabYTKZYDabXR5il8lkkMvlkMvlUCqVkMlkEARBDNXX/gCZWq2Gn58fAgICoNPpEBISIj7atm0rhsujoqIQERHBxVrIZdLT03Ho0CG7+6dOndqk8+3bt0/8+c0V8xERERERETUlhtDJIx04cABXrlyxag8NDcWUKVPcUBFRy/Twww9bvGjcktV+8xoAunTp4vIa/P39ceLEiZsiPEBERERERJ6t7h3kbAWz63PfffeJIV8A2L9/f7OE0IEbofDaHyxOSkqyCqGbzWbs3btX3B4xYgR8fHwwaNAgsT0pKcnmudZeQb1mvubQvn17i+0TJ07gnnvusepXd7X2zZs344033oCfn1+z1CXFwYMHLbanTZsmeWxoaChGjhyJHTt2SOrvquvz8uXLSEtLE7dDQkIwZswYyXM8/PDDmDt3rri6bX0ae15KpRIjR44UPxCQl5eHc+fOoVu3bvWOrfk3kKpv375iCB24cWc3Z0Lozlwfffv2tQihZ2RkSB5LRNRSBAQEICAgQPLPSuXl5TAYDCgoKBD/rP28sLAQVVVVMBqNqKysRFVVFSoqKsTntR9Go1H802g0wmQywWQyQalUwsvLCyqVSlzd2cvLC97e3lCpVFCpVOJzb29v8VHTJzAwEDqdDoGBgRbPdToddDqd06tFE7nKF198Yfe9L7lc3uTvJa9fv97uPp1O59TPn0RERERERK7GEDp5pE8//dRm+3PPPcdb9RE5QalsHf+NVFVVWa1s1tS3JZeKAXQiIiIiIroZ7N+/32K7f//+Th+jbqA6NTW1UTU5MmLECIvt3bt348UXX7RoO3nyJPLz88XtmiD58OHDLULodZWVleHo0aPidqdOnRATEyO5tvT0dGzcuBG//vorfv/9d1y7dg3FxcUoLy+vd+z169dttkdERKBbt244e/YsgBth6QEDBuDNN9/EmDFjoFKpJNfXFFJSUqDX68Xt8PBwxMbGOnWMQYMGSQ6hu+r6PH78uMX2nXfe6dRrIVqtFn369MGRI0fq7VtcXIwTJ06I21FRUWjXrp3kuWrYOi8pIXRn/w7r3r2tsLBQ8tiAgACnPvzfmLmIiForHx8f+Pj4NOj/CiJybN26dXb33X333YiIiGiyuSoqKrBp0ya7+ydNmsT3romIiIiI6KbWOtKDRE4oLCzExo0brdojIyPxwgsvuKEiInKXjz76CAaDAUlJSdizZ4/FvgcffBB33XUXwsPDMWHCBNxyyy1uqpKIiIiIiMj1zp07Z7EdFxfX6GPm5eU1+hj2dO7cGVFRUcjMzARw4y54lZWVFoGN2quZt23bFj169ABwI8D+6quvAgBycnJw5swZ3HrrrWLfmmPVkLoK+qVLl/DCCy9gx44dDb6LmMFgsLvvzTffxAMPPCBunz17Fg888AC0Wi2GDRuGwYMHY8CAAbjtttuaPbiSlZVlsS0l9FxX165dJfd11fVZN5hec804o0ePHpJC6BcvXkR1dbW4nZmZCZlM5vR8dUn9ugsNDXXquHVX3S8rK5M8tm3bti6bi6g5vfjii8jNzYVWq3V3KURE1EROnjxp9bNmbVOnTm3S+b7//nuHH7Br6vmIiIiIiIiaGkPo5HG+/PJLm29ULFmyBBqNxg0VEZE7GI1GPP3003b3JycnIzk5GQCcuh01ERERERFRS1dVVYWSkpImP25xcXGTH7O2hIQEfPbZZwCA8vJyHD58GMOGDRP31w6hDx8+XAz49unTB0FBQeJK3rt377YIodceVzO2Prt378b999/f6LBsRUWF3X0TJ07EqlWrMG/ePIvwclFREbZs2YItW7YAANRqNQYOHIhx48Zh8uTJzbJiakFBgcW2Tqdz+hiBgYGS+rny+qz7IYDg4GCnjxsSEiKpX+1V+puS1K+7xr4u6swHLVw5F1Fzevjhh91dAhERNTFHq6D7+PhYfAi0ueeLiYnB4MGDm3Q+IiIiIiKipiZ3dwFErmQ2m/Gvf/3Lqr1///545JFH3FAREbmLl5cXBEGQ9Ojdu7e7yyUiIiIiInKZuoHiptLcwdERI0ZYbNcOj9eE0m31lcvlSEhIsDkOAJKSksTnCoXCIthuy6VLlzBu3DiLALpWq8WTTz6JdevW4eeff0ZWVhYMBgMqKythNBrFxwcffCDxbG944YUX8Ouvv2LChAnw8vKy2aeiogI//fQTXnjhBcTGxuLpp592uMJ6Q9ReKR4AVCqV08eQulq7K6/PumF3X19fp48rdUxL/bojIiIiai3MZjO+/PJLu/vHjRsHf3//JpsvPz8fP/zwg939jzzySJPcGYeIiIiIiKg5cSV08iibNm3C+fPnLdpkMhneffdd/hJPRERERERERATr0KxKpUJ5eTnk8pt7PYuEhATIZDIxdLt7924sWbIEAHDw4EGLoHTdwPrw4cOxYcMGAMCBAwdQVVUFlUqF3NxcnDlzRux322231bvK97x58yxWMB85ciS+/vprSauDl5eX19unrl69emHz5s3Iy8vDrl27cODAARw6dAjnzp2zCiBXVVXho48+ws6dO3HgwAFERUU5PZ8tAQEBFtsNWfW+qKhIUj9XXp9+fn4W26WlpU4fQ+qYuueVkJBg8QEIIiIiImpee/bsQXZ2tt39U6dObdL5vvnmGxiNRrv7p02b1qTzERERERERNYeb+50joiaWmJho1fbwww9jwIABbqiGiIiIiIiIiOjm4+fnB7VaLW5XVVUhKyvLjRVJExoaiu7du4vbJ0+ehF6vB2C5unmXLl0QERFhMbZ2KL2srAxHjhwBcGMV9NpB7uHDhzusobCwEDt27BC3g4ODJQfQAYj1NkRISAimTJmCjz76CL///jvy8/Px/fffY86cOWjbtq1F37S0NDz88MMNnquuoKAgi+0///zT6WNIHePK67Puv1teXp7Tx5A6JiQkxGL7ypUrTs9FRERERA23bt06u/tCQkIwatQol8132223IT4+vknnIyIiIiIiag5cCZ08xrZt25CcnGzR1rZtW7zzzjtuqoiIiIiIiIiI6OYUGxtrcTe5I0eOYPLkyW6sSJoRI0aIK5ebzWbs2bMHkyZNslhRuu4q6ADQvn17xMXFITU1FcCN0PrQoUOtVqK2Nba2n3/+2WI1w7Fjx0oOoAM3gvNNJTAwEGPGjMGYMWPw9ttvY+nSpXjjjTfE/YcPH8axY8eaZHGGrl27Qi6Xw2w2AwDOnDkDo9EILy8vycc4ceKE5L6uuj7j4uIstmuvii/V6dOnJfVr3769xfaVK1eQk5ODsLAwp+ckIiIiIvsyMjKwZs0aq/Zvv/3W7pi2bdvin//8p819r732GpRK+7GLI0eOYNeuXRZtRqNR/OCrLT4+Pli0aJFVu1arxd/+9je744iIiIiIiFyNIXTyCIIgYPHixVbtn376qdVKUEREREREREREni4hIcEi5Ltly5ZmDaHLZDJxxfHaK487a/jw4V6olfUAACAASURBVFi1apW4XRMmP3XqlNhmL0g+fPhwixD6W2+9ZRFC12g0uOOOOxzOn5OTY7FdN1jsSO0V2JuaSqXC66+/jt9++w3fffed2H7w4MEmCaH7+fmhW7duYki7srISP/74I8aMGSNpvCAI+P777yXP56rrs3///hbbhw4dgslkchgyqq2oqEhyuD40NBTdunXD2bNnAdz4O9m6dStmz57tXNEEudzyBrCN+Z5CRERErU9GRobN940dOXfunN0xCxYsqDeE7ux8hw4dwqFDh6zaIyIiGEInIiIiIqKbCkPo5BHWrFmDX3/91aJt1qxZkt8IIyIiIiIiIiLyJKNHj8YHH3wgbm/YsAFvvvkmOnXq1Czz+fn5obi4GMCNMHZD3XXXXVCpVKiqqgJwI0w+bNgwMYTq5eWFoUOH2hw7YsQIrF69GgDw22+/4ciRI7h69aq4f/DgwVCpVA7nrxt2deZc/ve//6GwsFBy/4a4++67LULoeXl5TXbs8ePHW6wU/u9//1vya2/ff/890tLSJM/lquuzQ4cOiImJQXp6OoAbf1/btm3D/fffL2n8l19+iYqKCsnzjR49WgyhA8CKFSswY8YMyaF3usHPz89iuzHfU4iIiKj16dmzJ44ePdpkx/P29na4/5FHHsGdd97pkrmIiIiIiIhcja9eU6tXWFiIV155xaKtU6dOFqtiERERERERERHR/xk1ahR69eqF5ORkAEB1dTUee+wx7Nu3r94gdkOEhISIIXSDwYCCggIEBgY6fRxfX18MHDgQ+/fvBwCkpaXhww8/FPcPGDDAKqBaY9iwYZDL5TCbzTCbzVavJ9lbQb22du3aWWzv27dPUt25ublYuHChpL6NkZ+fb7EdFBTUZMeeNWsWlixZgurqagDArl278L///Q/Tpk1zOE6v1+P55593ai5XXp8zZ87E3//+d3H7lVdewejRo+Hl5eVwXFFRkdMrXs6dOxfvvfeeGFxPTU3Fyy+/jLffftv5wj1YSEiIxfaVK1fQs2dPN1VDRERENxt/f/8muRuQVO3atbP6PYGIiIiIiKi1kNffhahle+ONN3D9+nVxW61WY/369fD19XVjVURERERERERENy+ZTIYlS5ZYtB09ehTjxo2DXq+XfByj0YjPP/8cM2bMcNivR48eFtubN2+WXmwdw4cPt9g+cOCA+NxRkDwwMBB9+/a1Oc7WcW3p37+/xarVx48fxzfffONwTH5+Pu69916rgLgjW7duxcqVK51aOT0/Px+fffaZRVu/fv0kj69PVFQUnnnmGYu2GTNm4PPPP7c75vLlyxg+fLhTq6ADrr0+n3zySWi1WnH7/PnzmD59utWq97VVVVVh0qRJyM7OllwLcCOgNHfuXIu2VatWYcGCBWK4Xwq9Xo9//OMfHrsIR93vJ5s2bXJTJUREREREREREREStG0Po1Kr9/vvvFrfmlclk+O9//9ukb7AREREREREREbVGo0aNwuuvv27R9uOPP6JLly5ITExESkqKzXE5OTnYtm0bZs2ahfDwcDz++OM4e/ZsvXPVNmfOHLz44ovYsmULDh8+jGPHjomPU6dOOTyWo7B4fauZ2xvbtm1bq2CrLVqtFg888IBF27Rp07Bs2TKUlJRYtJeWluLzzz9Hjx49cPLkSQBAfHx8vXMAQHZ2NubNm4eIiAhMmjQJX375JTIzM232raysxKZNm9C/f39cvXpVbO/cuTOGDh0qaT6plixZgo4dO4rbRqMRjz/+OAYMGIB3330XO3fuxP79+/Hll1/iiSeeQPfu3cVzf/LJJ52ay1XXZ2hoKJYvX27Rtn79egwZMgQ///yzRbsgCNi3bx/69++PXbt2AQCio6OdOq9//OMfSEhIsGhbtmwZevXqhc8//9xisY3a86akpOB///sfJkyYgIiICLz++uu4du2aU3O3FnW/n6xbtw4PPvggvvjiCxw4cMDi+8mxY8dgNBrdVCkRERERERERERFRy6asvwtRy1RZWYmpU6fCZDKJbYsWLcJDDz3kxqqIiIiIiIiIiFqORYsWobCwEP/617/EtmvXrmHhwoVYuHAh2rRpg7CwMGg0GhQVFSEvL89mSLY+jzzyCN566y0xJF1RUYFVq1bZXMm5c+fOOH/+vN1j9evXDwEBAVarhAcEBNS7MMGIESOQmJho1Z6QkACZTCblVPDWW29h586d4vxVVVVYsGAB3njjDXTv3h06nQ75+fk4f/48KioqxHGjRo3C2LFj8eyzz0qaB7gRZN+4cSM2btwIAAgODkZUVBR0Oh3kcjny8vJw8eJFi3kAwMfHB2vXroVc3rRrlPj6+iIpKQl33303rly5IrYfP34cx48ftzvuqaeewowZM/Dxxx+LbbVXlLfHVdfnrFmzcOTIEaxdu1ZsO3jwIPr374+IiAi0b98eZrMZqampyM3NFfsMHjwY9913H1555RXJcymVSmzYsAETJ07Evn37xPbff/8djz/+OGQyGaKiohAcHAylUgmDwYCcnBwUFxc7fV6tVXx8PMaPH4+tW7eKbRs2bMCGDRts9s/OzkZYWJiryiMiIiIiIiIiIiJqNbgSOrVaCxYssFgZa9q0aVarIxERERERERERkX0ymQzvvvsuvvjiCwQHB1vtv379Os6cOYPjx4/jjz/+sBvwjYmJcTiPv78/tm7ditjY2EbXrFAocPfdd1u1Dxs2DAqFwuHYO+64AxqNxqrd0erqdcXFxeHbb7+FTqezaK+srMRvv/2GPXv2IDk52SIYPn78eGzatKnRofD8/HwkJydj37592Lt3L06fPm0VQI+KisLevXtx++23N2oue2JiYnDo0CFMmDCh3r7e3t5YsmQJPvzwQ5SWllrsCwgIqHe8q67Pmrsrzpo1y2pfVlYWDh06hCNHjlgE0AcNGoStW7dKCtPXFRgYiKSkJLz88stQqVQW+wRBQEZGBk6ePIlffvkFly5dshlAVygUiIyMdHru1mLNmjVNvtI/EREREREREREREVliCJ1apR9//NFiBaTBgwfjk08+cWNFREREREREREQt18MPP4z09HS8/fbb6NGjR72rgisUCvTr1w8LFy7EmTNn8PXXX9c7R58+fXD27Fl89tlnmDRpEuLj46HT6RoU4h0xYoRVm5QguUqlwpAhQxo0tra7774bJ06cwEMPPeQw+H7rrbdi/fr12LJli83wuz2PPfYYvv/+ezz99NPo2rWrpPB6t27dsGzZMly4cAEDBgyQPFdDhIeHY/PmzTh06BDmzJmD7t27IzAwEEqlEsHBwRg0aBAWLVqE1NRULFiwAACg1+stjlE3xO+IK65PuVyO1atX48cff0Tfvn3t9uvUqRPefvtt7Nu3D4GBgZLPwVaNS5cuRWpqKubOnYvo6Oh6x2g0GowcORLvvPMOrl69ijlz5jR4/pYuKCgIe/fuxQ8//IAZM2agT58+CAkJgbe3t7tLI3KJ7OxsfP7559i2bRuOHTuGS5cuoaCgAGaz2d2lERERERERERFRKyITBEFwdxFETen69evo0aMHcnJyANxYfer48eM2V0Nqah999BGefvppi7aCggKn3jQjIiIiIiIioqaj0+lQWFgobi9cuBD//Oc/3VhR65Cfn49jx44hNzcX+fn5MBqN8PPzQ0hICG655RbEx8fDz8/P3WXeFAoKCnDw4EGkpaWhqKgIPj4+iIyMRL9+/dChQ4cmmaOwsBDnzp3DlStXcO3aNZSWlkKpVEKr1SI6Oho9e/a86VfFXrx4MRYtWiRu/7//9//w5JNPNuhYrrg+U1NTcfz4cWRnZwO4Ebzv3Lkz+vTp06jjOnL58mUkJycjLy8P+fn5kMvl8Pf3R1hYGDp37oxbbrkFXl5ezTY/EbUcO3bswOjRo63a5XI5goKCEBISguDgYAQHB4vPbbUFBwcjKCioQR8II2ptQkJCkJ+fL26//PLLWLp0qRsrIiIiIiIiKTp27IjU1FRxe8aMGVzMlqgJ8VUjanUeffRRMYAeGBiI7du3uySATkRERERERETkKYKDg22G28haYGAgxo0b16xzBAQEYODAgRg4cGCzztOc9uzZY7Hdr1+/Bh/LFddnXFwc4uLimnWOujp06NBkH1wgotatdlC2NrPZjLy8POTl5Tl1PJ1OZzeobi+8zjsPEBERERERERG1fgyhU6tSXV2NU6dOidsxMTGSblVLRERERERERERE7nHy5EkcPHhQ3A4MDET37t3dWBERUcsWGxuL6dOnIz8/X7x7Qn5+PvR6Pcxms9PHMxgMMBgMFivH1cfPz09yYL3muUajgUwmc7o+IiIiIiIiIiJyD4bQqVVRKBT45ptvMHToUFRXVyM5ORlTp07Fxo0b+cIlERERERERERHRTaasrAyPP/64Rdvjjz8OpZIvXRMRNdTgwYMxePBgq3az2QyDwWARTK/veV5eHkwmk9M1lJSUoKSkBOnp6ZLHeHt7Sw6s1zzXarV8/4eIiIiIiIiIyE34Sj61OnfeeSf+/ve/Y9GiRQCAzZs3Y/78+VixYoV7CyMiIiIiIiIiImrlli5dipKSEsyZMwdhYWEO+164cAFTpkzB6dOnxTa1Wo05c+Y0d5lERB5JLpcjKCgIQUFBkscIgoDi4mLJgfWaPysqKpyur7KyEllZWcjKypI8RqlUiqF0KeH1kJAQ6HQ6KBQKp+sjIiIiIiIiIiJLDKFTq/Taa69h9+7dOHz4MABg5cqV6NixI2bPnu3myoiIiIiIiIiIiFovg8GAZcuWYenSpRgyZAiGDBmCHj16oE2bNlCpVCgoKMD58+eRlJSE7du3w2w2W4xfuXIlOnTo4KbqiYioLplMBq1WC61Wi/bt20seV1ZWJimwXvt5cXGx0/WZTCbk5uYiNzfXqXMKDAyUFFivHXD38vJyuj4iIiIiIiIiotaMIXRqlRQKBdatW4devXqhsLAQADBnzhy0b98eI0eOdHN1RERERERERERErVt1dTX27t2LvXv3Sh6zcOFCPPvss81YFRERuYpGo4FGo0FUVJTkMVVVVQ6D67aeFxQUOF2bIAjQ6/XQ6/VOjdNqtZIC67Wf+/j4OF0fEREREREREVFLwRA6tVqxsbH44IMPMHXqVAA3VsOYNGkSDh8+jO7du7u5OiIiIiIiIiIiotanTZs2kMlkEARB8pj4+HgkJiZiwoQJzVgZERHd7FQqFdq1a4d27dpJHmMymVBQUCA5vJ6Xlwe9Xo/q6mqn6ysqKkJRURGuXLkieYxGo5G82nrNcz8/P8hkMqfrIyIiIiIiIiJyNYbQqVV75JFH8Omnn+Knn34CcOMFwtGjR+P48eMICwtzc3VERERERERERESty4svvogpU6Zg586dOHbsGM6ePYuMjAzo9XpUVFRArVYjMDAQERERGDRoEBISEjBq1CjI5XJ3l05ERC2QUqlEmzZt0KZNG8ljzGYzioqKJAXWa7dVVVU5XV9ZWRnKysqQmZkpeYyXl5dTq62HhIQgICCA/5cSERERERERkcsxhE6t3nvvvYfevXvDZDIBADIyMvDYY49h586dXEmCiIiIiIiIiIioibVr1w7Tp0/H9OnT3V0KERGRFblcDp1OB51Oh44dO0oaIwgCSktLJQfWa56XlpY6XZ/RaER2djays7OdOqegoCBJgfWa50FBQVAq+VYxERERERERETUcX1mgVq979+545pln8N5774ltu3btwnvvvYfnn3/ejZURERERERERERERERHRzU4mk8HPzw9+fn6IiYmRPK6iokJyYL3meWFhodP1mc1m5OXlIS8vz6lxOp1OUmC99nNvb2+n6yMiIiIiIiKi1okhdPIIb775Jr766itcu3ZNbHv55ZcxbNgw3HrrrW6sjIiIiIiIiIiIiIiIiFojtVqNiIgIRERESB5jNBqh1+slBdZrnuv1egiC4HR9BoMBBoMBKSkpksf4+flJCqzXbtNoNLw7MREREREREVErxBA6eYSAgAAsWLAAf/vb38S2yspKPPLII/jll1+4agMRERERERERERERERG5nZeXF0JDQxEaGip5THV1NQwGg6TAeu0/TSaT0/WVlJSgpKQE6enpkseo1WrJgfWa51qtlsF1IiIiIiIiopscQ+jkMWbPno0lS5bg+vXrYtuZM2ewePFiJCYmurEyIiIiIiIiIiIiIiIiooZRKBRiiFsqQRBQXFwsObBe87yiosLp+ioqKpCVlYWsrCzJY5RKpXhOjoLqCoUCAwYMQFhYmNN1EREREREREVHjMIROHkOj0eCFF17Aq6++atG+atUqzJw5Ex06dHBTZURERERERERERERERESuI5PJoNVqodVqnXqPrKysTHJgveZ5cXGx0/WZTCbk5uYiNze33r6JiYl45ZVXnJ6DiIiIiIiIiBqHIXTyKHPmzMGKFStQUFAgtlVWVmLevHnYtGmTGysjIiIiIiIiIiIiIiIiurlpNBpoNBpERUXZ3G82m1FYWGgRQs/JyUFmZiaysrKQk5ODvLw86PV6FBYWoqSkBOXl5TCbzQ2uSSaTNXgsERERERERETUcQ+jkUfz9/fH0008jMTHRon3z5s3Yt28fhg4d6p7CiIiIiIiIiIiIiIiIiG4iJpMJer3e5urm9lZC1+v1jQqUO0OhUECpVCIwMNAl8xERERERERGRJYbQyePMnDkTS5YsgSAIFu1z587FiRMnIJfL3VQZERERERERERERERERUdOrrKyUHCaveW4wGFxWX0BAAIKDgxESEoLg4GC7z2u3qdVql9VHRERERERERNYYQieP0759e9x9993Yu3evRfupU6ewZs0azJw5002VEREREREREREREREREdknCALKyspsrkLuKFheUlLikvpkMhmCgoLqDZPXfh4UFAQvLy+X1EdERERERERETYchdPJIM2bMsAqhA8Dy5cvxxBNPcDV0IiIiopvApUuXcPjwYZhMJgwcOBDdunVzd0lERERERERERE1GEAQUFRXZDY7bC5ZXVFS4pD6lUml3FXJ7z3U6HRQKhUvqIyIiIiIiIiL3YgidPNLEiROh0+msbiN46dIlbNu2DePGjXNTZUREREQEAK+99hqWLVsGk8kE4MYqWnPmzMF7773n5sqIiIiIiIiIiKxVV1fDYDDUuyJ57bb8/HzxtY/mplarbQbHHQXL/f39IZPJXFIfEREREREREbU8DKGTR1Kr1bjvvvvwxRdfWO175513GEInIiIicqPvvvsOb731lkWbIAj497//jT59+uDxxx93T2FERERERC1MSUkJMjMz0aVLF3eXQkTUohiNRouguJRgeUFBAQRBcEl9/v7+Dlckt9Wm0WhcUhsREREREREReQ6G0MljjR071mYIfd++fTh58iR69+7thqqIiIiIaM2aNXb3ffrppwyhExERERHhxgc19Xo90tPTLR5paWnic71eD+BGGN3X19fNFRMRuUd5ebnkMHnN86KiIpfVFxgYWO+K5LX/DAoKgre3t8vqIyIiIiIiIiKyhyF08lijRo2CUqm0eZvDd955B2vXrnVDVURERESUnp7eoH1ERERERK2J2WxGTk6OVbC89qO0tFTSsTIyMrgaOhG1eIIgoKSkxOYq5I6C5WVlZS6pT6FQICgoSHKYPDg4GIGBgVAq+XYtEREREREREbVMfFWDPJZOp8PgwYPx008/We376quvsGzZMrRr184NlRERERF5tm7duiE5Odnmvq5du7q4GiIiIiKi5mE0GpGZmWkzXJ6eno7MzExUVVU1ag5fX1/ExMRIDqsTEbmK2WxGYWGhpBB57bbGfl+USqVS1Rsmrxss12q1kMvlLqmPiIiIiIiIiOhmwBA6ebS77rrLZgjdaDTiq6++wgsvvOCGqoiIiIg820svvYSvv/7a6o41MpkMr7zyipuqIiIiIiJyTllZmd2AeXp6OrKysiAIQqPmCAoKQkxMjNUjNjYWMTExCAoKgkwma6IzIiKyzWQyoaCgoN4wee3ner0e1dXVLqlPo9HYXIXc0XNfX19+/yQiIiIiIiIiqgdD6OTRBgwYYHff1q1bGUInIiIicoNevXph06ZNeO6555CRkQEACAsLw6pVqzBkyBA3V0dEREREBAiCAIPBYDNcnpaWhvT0dOTl5TV6nnbt2lkFy2se0dHR8Pf3b4KzISL6P1VVVXZXIbe3SrnBYHBZfQEBATZXIXcULFer1S6rj4iIiIiIiIjIkzCETh5twIABkMlkNlccOnToEPLz8xEcHOyGyoiIiIg827hx4zB27FhcvHgRRqMRXbp0gUKhcHdZRGRHfn4+Fi5ciJ07d6K0tBR9+/bFkiVL0KtXL3eX1upduXIFL7/8Mg4dOgTgxh2/li9fjujoaDdXRkTUsgmCgNzcXKtgee1HcXFxo+ZQKpWIioqyuZJ5TEwMoqKi4O3t3URnRESeqKyszG5w3F6wvKSkxCW1yWQyBAUF2Q2O22oLCgqCl5eXS+ojIiIiIiIiIqL6MYROHk2n06Fz5844f/681b7q6mps374djz76qBsqIyIiIiKZTIbOnTu7uwwiqkdFRQUGDBiAlJQUsW3nzp1ISkrCzz//jN69e7uxutYtKysLvXv3RmFhodj29ddfY/fu3Th37hxCQ0PdWB0R0c3NZDLh6tWrNlcyT09PR0ZGBiorKxs1h4+Pj92AeUxMDMLDw/lBSyJqFp9//jmeeuopVFRUuGQ+pVIpaUXy2m06nY7fA4mIiIiIiIiIWjiG0MnjxcfH2wyhA8DWrVsZQiciIiIiInLgP//5j0UAvYbJZMJLL72EPXv2uKEqz7B48WKLAHoNvV6PN998Ex988IEbqiIiujmUl5cjIyPDbsg8KysL1dXVjZpDp9PZDZjHxsYiJCQEMpmsic6IiEg6tVrd4AC6Wq2uN0xeN1ju7+/P73dERERERERERB6IIXTyeB06dLC778cff0RFRQXUarULKyIiIiIiImo5jhw5YnffsWPHYDabIZfLXViR53D0d3/48GEXVkJE5HqFhYV2A+ZpaWm4du1ao+cIDQ21CpbX3tZqtU1wJkRETS84OBgA4OfnZ3MVckfPNRqNm6snopYqPz8fU6dORVhYGNasWcMPpxAREREREXkAhtDJ4zkKoZeWlmLPnj0YPXq0CysiIiIiIiJqOXx9fe3u8/HxYQC9GTn6u/fz83NhJURETUsQBFy/ft0qWF5729adIJyhUCgQERFhFSyveURHR3NhCiJqsYYOHYqKigp4e3u7uxQi8iArV67Ezp07AQBPP/00br/9djdXRERERERERM2NIXTyeLGxsQ7379y5kyF0IiIiIiIiO+69916sXbvW7j5qPvfeey9+/vlnu/uIiG5W1dXV+PPPP62C5TWPjIwMlJeXN2oOb29vm+HymkdERASUSr48TkStk1Kp5Pc4InK58+fPi8/37NnDEDoREREREZEH4CtQ5PFCQkIc7j9+/LiLKiEiIiIiImp5HnroIWzYsAGbN2+2aI+NjcXKlSvdVJVnWLBgAb7//nucOHHCon3AgAGYN2+em6oiIgIqKyuRkZFhM2Cenp6Oq1evwmQyNWoOrVbrMGTetm1b3o2DiIiIyE0OHDiAV155xd1lEBERERERUTNjCJ08nlardbj/1KlTqKys5G0riYiIiIiI7Ni0aRM2bNiAHTt2oKioCAMHDsQzzzwDjUbj7tJaNbVajePHj+PTTz/Fvn37AAAJCQmYPn06FAqFe4sjolatuLjYbsA8PT0d2dnZjZ6jTZs2FqHy2NhYi22dTtcEZ0JEREREzeHw4cMwmUy8KwMREREREVErx9/6yON5eXk53F9VVYXk5GT079/fRRURERERERG1PJMmTcKkSZPcXYbHUSqVmD17NmbPnu3uUoiolRAEAfn5+VbB8rS0NPF5QUFBo+aQy+UIDw+3GS6PiYlBdHQ0P8hERERE1IIVFxdj586dGDNmjLtLISIiIiIiombEEDp5PCm3/j1x4gRD6ERERERERERE1OrNnz8fK1eubNQxVCoVoqOjrcLlNY/IyMh6F4YgIiIiopZtzZo1DKETERERERG1cgyhk8czGo319rlw4YILKiEiIiIiIiIiIrr5yWQyqNVq6HQ6hIaGIjo6Gp07d8att96K22+/HZ06dYJcLnd3mURERETkRtu2bcO1a9fQtm1bd5dCREREREREzYQhdPJ4UlZCZwidiIiIiIiIiIg8QXV1db19BEFAeXk5ysvLkZ2djeTkZIv9Op3O7iroMTExaNOmDWQyWXOdAhERERHdBIxGI9auXYuXXnrJ3aUQETW569ev4/Tp0/D19UWPHj2g0WjcXRIRERGRWzCETh6PK6ETERERERERERHdsHz5cjz//PNIT0+3eKSlpSE9PR0ZGRmorKx0eAyDwQCDwYBTp07Z3O/j44Po6GjExMQgNjbWKqQeHh4OhULRHKdHRERERC70/vvvY+7cuVAqGUsgotZBEAQsXrwYS5YsQVVVFQAgLCwMH3/8McaMGePm6oiIiIhcj7/tkceTEkJPT09HVVUVVCqVCyoiIiIiIiIiIiJyD6VSKYbBbTGbzbh27ZpVSL12WL24uNjhHOXl5bhw4YLdhR+USiUiIyOtwuk1gfWoqCh4e3s3+lyJiIiIqHmlp6fjm2++wZQpU9xdChFRk/jkk0+wePFii7acnBw8+OCDOHPmDOLi4txUGREREZF7MIROHs9kMtXbp+bNtcjISBdUREREREREREREdHOSy+UICwtDWFgY+vfvb7VfEAQYDAa7IfX09HRcv37d4RwmkwlpaWlIS0uz26ddu3ZWIfXaD39//8aeKhERERE1gRUrVjCETkStxttvv22zvby8HB9++CFWrlzp4oqIiIiI3IshdPJ4UlZCB4Dc3FyG0IluMhUVFSgoKIDBYEBBQQFKSkpQXV0Nk8kk/unlpO9L2QAAIABJREFU5QUfHx+o1Wr4+PhAo9EgJCQEwcHBvP0jERERERERUROTyWQIDAxEYGAgevXqZbNPWVkZMjIykJaWZjOk/ueff8JsNjucJzs7G9nZ2Th27JjN/UFBQQ5D6sHBwZDJZI0+XyIiIiJyLDk5Gdu2bcOYMWPcXQoRUaNUV1cjJSXF7n57d/siIiIias2YviOPV1VVJalfbm5uM1dCRHXV/CJ/5swZXLhwAWlpabh06RKuXLmC3NxcVFZWin1lMhmUSiVkMpn4JrJMJoMgCDCbzTCbzaiurrbo7+fnh8DAQERFRaFnz56Ij49H586dER8fj8jISMjlcpefMxEREREREVFrp9FoEB8fj/j4eJv7jUYjrl69ahFMrx1Yz8jIqHdhCb1eD71ej5MnT9rc7+vri+joaMTGxtoMqbdr146vCxARERE1kZdeegmjRo3i4kBE1KIpFArExMTg8uXLNvfHxcW5uCIiIiIi9+NveeTxioqKJPW7du1aM1dC5NkEQUBqaioOHTqEgwcP4vjx47h48SKMRiNUKhUUCgUqKyvtroQmCILkOxvU9C8uLkZxcTEyMjJw9OhReHt7w2QyiXNGR0eje/fu6NGjB7p27YpBgwbxjghEREREREREzczLywvt27dH+/btbe43m83IycmxuYp6TWC9tLTU4RylpaX4448/8Mcff9itISoqSgyl1w2rR0ZGQqVSNfpciYiIiDzBhQsX8MEHH+D55593dylERI3yzDPP4KWXXrJqVyqVmDFjhhsqIiIiInIvhtDJ4xUWFkrqp9frm7kSIs+Tk5ODHTt24Ntvv8W2bdvs9pN6x4LGMJvNKC8vt5gzJSUFKSkp2LFjB+RyOSoqKhAWFoaEhAQMGzYMd911F+Li4nj7biIiIiIiIiIXksvlCA8PR3h4OAYOHGi1XxAE6PV6uyH19PR05OfnO5zDaDTi8uXLdle4k8lkCA8Pt7mKes3D19e3Sc6XiIiIqDVYvHgxpk2bhqCgIHeXQkTUYHPnzkVaWho+/PBD8S7cgYGBePfdd3Hrrbe6uToiIiIi12MInTye1JXQKysrm7kSIs+Qm5uL/v37Iz093eZ+rVaLkJAQaLVaaLVaBAYGwt/fHwqFAjKZDHK5HGazGQaDAfn5+dDr9TAYDCguLkZpaan4yz4AeHt7QyaTobKyEoIgNLjm2iH4nJwcfPHFF9i8eTPKy8sRFBSEoUOHYvjw4bjrrrvQtWtXhtKJiIiIiIiI3EgmkyE4OBjBwcHo06ePzT4lJSXIyMhAWlqazZB6dna2w9cSBEFAVlYWsrKycOTIEZt9QkJCHIbUAwMD+RoCEREReYyCggK8+uqr+Oijj9xdChFRgykUCvz73//GvHnzcPz4cfj7+2PAgAHQ6XTuLo2IiIjILRhCJ4/HEDqRa23cuFEMoA8ePBiPPvoobrnlFkRGRiI8PBxqtbrBxxYEAWVlZTAYDLh27RpSUlJw8eJFnD9/HmfPnkVqaiqKioogk8mgVqtRXV3doFXWBUEQV03X6/XYvHkzfvjhB3Gl9GnTpuHBBx9Enz59+GYyERERERER0U3Iz88PXbt2RdeuXW3ur6ysxNWrV8VQet2wemZmJkwmk8M58vLykJeXh99++81uDTExMYiNjbUZUg8NDYVcLm/0uRIRERHdLFavXo0xY8ZgzJgx7i6FiKhRoqOjER0d7e4yiIiIiNyOIXTyeFJD6BUVFc1cCZFnePbZZ/Hss882y7FlMhl8fX3h6+uLiIgI9O7d26qPwWDApUuXcPHiRfz+++/46aefcPLkSRiNRqjValRUVDRo1fSaUHp2djb+9a9/YeXKlQgNDWUgnYiIiIiIiKgF8vb2RlxcHOLi4mzur66uRnZ2ts1V1GsC6zWvFdhTUlKCs2fP4uzZs3ZriIqKEkPpdcPqERER8PLyavS5EhEREbnS9OnTcfr0abRr187dpRAREREREVEjMYROHo8roRN5Fp1Oh379+qFfv35im8lkwunTp3H06FEcPHgQBw8exJ9//gkvLy/IZDKnV0uv+X5hK5A+efJk9O7dm4F0IiIiIiIiohZMoVAgMjISkZGRGDRokNV+QRCQl5dnM6Re8ygoKHA4R2VlJVJSUpCSkmJzv1wuR0REhM1V1GNjYxEdHQ0fH58mOV8iIilKSkpQUVEBmUyG4OBgd5dDRDepvLw8PProo9i1axffKyEiIiIiImrhGEInj1dYWCipX0NWRiailkGpVKJPnz7o06ePuEp7bm4ujh07hn379mHz5s3IyMgQV0p3Rt1A+ttvv40OHTpg/vz5mDJlCjQaTZOfDxERERERERG5l0wmQ5s2bdCmTRv07dvXZp+ioiKHIfWcnByHc5jNZmRmZiIzMxOHDh2y2adt27aIiYnB6tWrbd4xjoioKS1YsAAffPABQkND6/0eRkSeLSkpCStWrMD8+fPdXQoRERERERE1AkPo5PGuX78uqZ9KpWrmSlq2oqIivP/++0hKSsLw4cPx0ksv8e+MWrTQ0FCMHz8e48ePxzvvvINLly5h+/bt2LRpE44ePQqFQvH/2bvvsKbO/g3gd8JGRaSKuFGkVet8Vdx1FPeeraNqrYov4qzaVru0Wuuo2lpXXTjrLu4FahWlCg5ciIshSxRERAiZvz/8mZdIgASSnEDuz3VxeXLOc57nBmMkJ9/zPFAoFFAoFDr3+bYg/cGDB5g0aRKmTZuGCRMmwM/PDzVq1DDWt0JEREREREREZsjJyQkNGjRAgwYNtB6XSCR48uQJYmJiEB0dnatIPS4ursDrEsnJyUhOTuZ1OiIiIjI73377LTp16pTnDXtERERERERk/liEThYvOTlZp3b8oCZvO3bswJQpU5CSkgIAOHv2LEJCQrBv3z7Y2dkJnI7IMDw9PTF16lRMnToV6enpCAwMxMGDB3Ho0CGkp6fDysoKMplM5/7ezqj+xx9/YNmyZejWrRtmzJiBDh06cPlJIiIiIiIiIoK9vT08PT3h6emp9bhcLkdCQkKu4vS3BeuxsbHq6w+8+Z2IiIjMjUwmw9ChQ3H9+nWULl1a6DhERERERERUCCxCJ4v39OlTndqxmDq3rKws+Pr6wt/fP9exI0eOYMCAATh8+DDEYrHpwxEZkZOTEwYMGIABAwZAqVQiJCQE/v7++OuvvyCTySCXy6FUKnXq6+2HwSdPnsSpU6dQo0YNzJo1CyNHjoS9vb0xvw0iIiIiIiIiKsasra1RvXp1VK9eHe3atct1XKVSITk5GU+ePGFhFxERERldYSbYefjwIfz8/LR+1khERERERETmj5WhZNGys7Px8uVLndpyJnRNWVlZ6NWrV74XhY4dO4ZFixaZLpSFevXqFXbu3ImNGzciISFB6DgWRywWo02bNli/fj2eP3+OnTt3okuXLhCLxXoVkSsUCsjlcjx69AhTpkxBtWrVsH79esjlciOmJyIq2VQqFVQqldAxiIiIiIgEIRKJULFiRTRr1kzoKERERGQBPDw8CnXeli1bsGvXLgOnIaKSIjMzE3FxcYiLi0NmZqbQcYiIiIjoHSxCJ4uWnJysc1sWof+PRCJB3759cebMmQLb/vDDD7h69aoJUlmu4cOHY/jw4Rg7dixatWql8wzcZHj29vYYOHAgjh8/jqSkJCxZsgQNGjQAoN9qChKJBM+fP8fkyZNRq1Yt7Nq1i3+vRER6Sk9PR506deDu7q7zyjdERERERERERERUOFWqVFFvV6xYUa9zJ0yYgOjoaAMnIqKSYOfOnahWrRqqVauGPXv2CB2HiIiIiN7BInSyaPoUoTs6OhoxSfEyYsQInD59Wqe2MpkMo0ePZgGtEV2/fl29HRsbq/Ps/mRcFSpUgJ+fH27evImIiAj4+vrC0dFR72L0J0+eYNSoUfjwww9x7NgxzuhLRKSj9evX4/79+4iNjcWOHTuEjkNERERERERERGQx7ty5g3Xr1qF69eo6tX/58iWGDx8OhUJh5GRERERERERkSNZCByASkj6zYpYrV86ISYqPP//8E/v379frnNu3b2Pbtm0YNWqUkVJZNrFY834iKysro4116dIl7N27FzKZzGhjvEskEqFLly7o3bu3ycY0tDp16mDZsmWYO3cutmzZgkWLFiEpKQkKhUKnonKpVIrIyEj069cPjRo1wrJly9CuXTsTJCciKr6eP3+u3v7nn38wffp0AdMQERERERERERFZDjs7O4wfPx6ffvopJk2ahK1btxZ4zqVLl/Djjz/ip59+MkFCIiIiIiIiMgQWoZNFi42N1bkti9CByMhITJs2rVDn/vDDD/j000/1mgWadGOqIvSsrCz06NFDkJnWV61ahcePH8Pd3d3kYxtSmTJl4OfnB19fXxw7dgyLFi3CxYsXYWNjA6lUmu+5KpUKMpkM165dQ8eOHdGxY0f8+eefqFmzponSExEVX1euXBE6AhERERERERERkcVxcnLCli1b0KtXL0yYMAGpqan5tv/555/h7e2N9u3bmyghERERERERFYW44CZEJVd0dLTObV1cXIwXpJj4/PPPkZmZWahzY2JisG7dOgMnIsB0RegpKSmCFKADbwqw9fn3au7EYjF69eqFCxcuIDw8HEOHDoW1tTXs7e0LPFepVEKhUOCff/5BnTp1sHTpUsjlchOkJiIqvpKSknDv3j2hYxAREREREREREVmkwYMH4+bNm/D29s63nVKpxIgRIwosViciIiIiIiLzwCJ0smgxMTE6t7X0IvRDhw4hJCSkSH389ttvUKlUBkpEb5mqCF2XAmljcnBwEHR8Y2nQoAH8/f2RkJCASZMmwdbWVqcVA2QyGaRSKb799ls0bNgQV69eNUFaIqLia8eOHUJHICIiIiIiIiIislhVqlTBqVOnMGfOnHzbxcXFYezYsSZKRUREREREREXBInSyaJwJXTcqlQrffvttkft5/PgxTp8+bYBElJOpitDLly8PX19f2Nvbw8rKymRfNjY26NGjB5o3b26U78tcVKhQAYsXL0ZsbCx8fHxgbW2tUzF6dnY2IiMj4eXlhalTp+L169cmSEtEVPxs2bIFSqVS6BhEREREREREREQWSyQSYf78+Vi5cmWuz7dy+vvvv7nCMhERERERUTFgLXQAIiHpOhO6tbU1nJycjJzGfO3Zswe3bt0ySF9r165Fly5dDNIXvZGz6FwkEuV70a6oVq1ahVWrVhmtfwIqVqyI3377DbNmzcK8efOwceNGWFlZQSqV5nnO26LKdevWYffu3di8eTO6detmqshGERwcjBUrVgAAVq5ciUqVKgmciIiKuydPniAoKAidO3cWOgoRaREVFYWZM2cKHcPirVmzBhUqVBA6BhEREREREZVwfn5+cHV1xfDhwyGXy7W2mTZtGtq1a4d69eqZOB0RERERERHpikXoZLGys7ORlJSkU9vKlStDJBIZOZH5+uOPPwzW1+HDh/HixQuUK1fOYH1aupxF58aaBZ1Mr0qVKli3bh1mz56NH374Adu2bYOVlRVkMlme50gkEiQlJaF3797o378/1q9fj7Jly5owteHExcVh//79AIBffvlF4DREVFJs2LCBRehEZurFixfq//tJOEuXLmUROhEREREREZnEkCFDkJ2djVGjRkGlUuU6npWVheHDh+PKlSuwsbERICEREREREREVxHjT5RKZuaioKK0XNLSpVq2akdOYrwcPHiA4ONhg/cnlchw9etRg/RGL0Eu6GjVqwN/fH5GRkejbty/EYnGBN8XI5XIcOnQI9evXx/Xr102UlIjI/O3fvx/R0dFCxyAiIiIiIiIiIiIAn332GX7//fc8j9+4cQM//fSTCRMRERERERGRPliEThbr7t27Ore15CL0zZs369Xezs4Obdu2Rc+ePfNsc/DgwaLGohxYhG4Zateujb179+Ls2bOoXbs2bG1t822fnZ2NhIQEtGjRAuvWrdP5phsiopJMoVBg2bJlQscgIiIiIiIiIiKi/+fn54fvvvsuz+NLlizBkydPTJiIiIiIiIiIdMUidLJYEREROretWrWqEZOYt+3bt+vcdvz48Xj27BkuXLiAI0eOYNKkSVrbnThxAtnZ2YaKaPFYhG5ZPvroI9y9exdLliyBo6NjvsXoSqUSMpkMkyZNwqeffoqMjAwTJiUiMk8bN25ESkqK0DGIiIiIiIiIiIjo/82dOzfPCa4kEglmz55t4kRERERERESkCxahk8XiTOgFCw8P12lmASsrK+zZswfr1q1DmTJl1PvnzZsHZ2fnXO0zMjJw5swZg2a1ZCxCtzzW1taYPHkyHj9+jCFDhkAsFms8D94lk8lw8OBBNGjQAHfu3DFhUiIi85OZmYklS5YIHYOIiIiIiIiIiIj+n0gkwvbt2+Hh4aH1+I4dO3D16lUTpyIiIiIiIqKCsAidLBaL0At2/PjxAtuIRCJs2LABgwcPznXM2dkZM2fO1HrepUuXipyP3mARuuWqWLEitm3bhosXL6Ju3br5zoqenZ2NJ0+e4D//+Q/8/f1NF5KIyAytWLECjx8/FjoGEeXw7NkzoSMQgPT0dKEjEBERERERkYVydnbG/v374eDgkOuYSqXCjBkzBEhFRMVZTEwMQkNDhY5BREREVKKxCJ0sklKpRGRkpM7ta9WqZcQ05kuXIvTp06dj9OjReR4fPny41v18s2c4OQvPWYRumVq2bInw8HAsX74c9vb2sLGx0dpOoVBAKpVi3Lhx8PHxgUKhMHFSIiLzkJ2djS+//FLoGESUA4vQzQOL0ImIiIiIiEhIjRo1wty5c7UeO3fuHIKCgkyciIiKk8zMTBw9ehSTJ0/GBx98AHd3d3h5eWH16tVCRyMiIiIqsViEThYpOjoaWVlZOrevXbu2EdOYp6ysrAJnK//www+xYMGCfNvUqFFD68+PS+YZTs6Z0K2trQVMQkKysrKCr68v7ty5gyZNmuQ7K7pcLoe/vz/69esHiURiwpREROYjICAAZ86cEToGERERERERERER5TB9+nQ0a9ZM67EVK1aYOA0RmbubN29iyZIl8Pb2houLC3r16oWVK1fi/v376jY5t4mIiIjIsFiEThbp7t27OretXLkySpUqZcQ05unGjRuQy+X5ttmwYQPs7OwK7Mvb2zvXvufPnyM6Orqw8SiHnEXonAmdatWqhUuXLmH+/PmwtrbO8zkhlUpx+vRpdOzYES9fvjRxSiIi8+Dn58ebcYiIiIiIiIiIiMyIlZUVNm7cqHXV16NHj+Lhw4cCpCIic5GSkoJdu3bh888/R5UqVdCoUSPMmjULQUFByM7OFjoeERERkcVhETpZpIiICJ3benp6GjGJ+SpopvKePXuiZcuWOvXVsWNHrfvDwsL0zkW5sQid3mVlZYWZM2fixo0b+OCDD/K8WSQ7OxvXrl1DixYtkJiYaOKURETCi4iIwJdffil0DCIiIiIiIiIiIsqhYcOGmDVrVq79KpUKq1evFiAREZmD2bNnw9XVFUOHDoW/vz8SEhKEjkRERERk8ViEThZJn5nQa9eubcQk5qugAvG5c+fq3FdeP8Nbt27plYm0YxE65eXDDz/E9evXMWPGDIjFYo3nyltSqRSPHz9G06ZN8eDBAwFSEhEJa/Xq1Th8+LDQMYiIiIiIiIiIiCiHOXPmoFq1arn279mzByqVSoBERCS0xMREKJVKoWMQERERUQ7WQgcgEgJnQi9YfgXiffr0QdOmTXXuy93dXev+uLg4fWORFixCp/zY2tpi/vz56NOnD4YMGYKkpKRcS9HJZDIkJyejefPmCAwMRLNmzQRKS0QkjDFjxiA8PByVK1cWOgqRxSpVqpR6u2nTpihfvryAaSxLQkKC+v2fvb29wGmIiIiIiIiI3nBwcMCiRYswbNgwjf3x8fEICQlB69atBUpGRPRGTEwMjh8/jkuXLiEhIQGJiYlITEyESqWCs7MzatSogRYtWqBr167o2LEjRCKR0JGJiIiIDI5F6GSR9ClCr1evnhGTmK9Hjx7leezHH3/Uq69y5cpBJBLlmpUgPj6+MNHoHTkLz1mETnnx8vLCzZs3MXz4cJw8eRIymUzjuEKhQHp6Otq2bYujR4/i448/FigpEZHpPX/+HCNHjsTp06d5EZhIIDlnNps/fz66desmYBrLsn37dnz22WcAwOJ/IiIiIiIiMitDhw7Fr7/+iqtXr2rs37dvH4vQiUgQcXFxWLVqFQICAnDv3r0826WlpSE6Ohr//PMPFi9eDA8PD8yZMwejR4/m5xBERERUoogLbkJUssTFxSE9PV3n9o0aNTJiGvOUkpKCly9faj3Wrl07NGnSRK/+RCIRHBwccu1/+vRpofKRJs6ETrpycnLCoUOHMHfuXI3nzVsqlQrZ2dno0aMHLl++LEBCIiLhBAUFYcmSJULHICIiIiIiIiIiohxmzZqVa9/hw4cFSEJEluz27dsYNWoUatWqhV9++SXfAnRtHj16hDFjxqBTp05ITU01UkoiIiIi02MROlmca9eu6dy2XLlyqF69uhHTmKfHjx/neWzIkCGF6lNbcfTr168L1RdpyllMbG3NBS4ofyKRCN988w1OnDiBMmXKwMbGJlcbmUyGzp074+7duwIkJCISzrfffptrViUiIiIiIiIiIiISzsCBA+Hh4aGx7+HDh0hOThYoERGZs+rVq8PHxwfr1q0zSH8vX77E2LFj0bBhQ2zdujXXatP6OnfuHDp06MBCdCIiIioxWIROFkefwiJLnAUdyHuGcrFYjIEDB+rdn0QiwatXr3Ltz8zM1Lsvyo0zoVNhdO7cGTdv3oSnpyfs7Ow0jqlUKmRmZqJ9+/aIiYkRKCERUdFoW/GhIDKZDEOHDuWNckRERERERERERGbCysoKkydPzrX/0qVLAqQhInNjZ2eHzp0749dff8Xdu3cRExODtWvXokePHkXu+/jx46hfvz42btwIlUplgLRv3Lp1C1OmTDFYf0RERERCYhE6WRx9itAbN25sxCTmKz09Xev+tm3bolKlSnr3l5SUpHW/RCLRuy/KjUXoVFju7u4ICwvDoEGDcs2ir1AokJaWhvbt2+PZs2cCJSQiKrwPP/ywUOc9ePAAkyZNMnAaIiIiIiIiIk33799HQEAAAgIC8pwYhohKrvj4ePVrQFRUlNBxzF6fPn1y7bt48aIASYgoL2fPnkVAQAAOHz5s9LFq1aqFiRMn4vDhw0hJScGpU6cwffp01K1b1yD9q1QqTJ8+HT169EBcXJxB+nzX9u3bERYWZpS+iYiIiEyJRehkcTgTesHyKkLv0KFDofrL6wK6g4NDofojTSxCp6JwcHDAtm3bsGzZslyzBsvlciQmJqJTp055vi4QEZkrR0dH9XaXLl30mhl98+bN2L17tzFiEREREREREQEA9uzZg/79+6N///4IDQ0VOg4RmdiFCxfUrwFHjx4VOo7Zc3d3x/vvv6+xj6+dROZl2rRp6N+/PwYPHmy0Mb744gvcv38fjx49wh9//IFevXqhVKlSBh1DJpNhxIgRWL58uUH71Wbr1q1GH4OIiIjI2FiEThYlISEhz1m5tWERuqb69esXqr/bt29r3e/k5FSo/kgTi9CpqEQiESZNmoRdu3bleg5JpVI8ePAAPXr04OoFRFRs/frrr4iMjMTw4cN1PsfHxwcxMTFGTEVERERERERERES66tatm8bj2NhYgZIQkVDatm0LT09Po/UvkUjQp08f7Ny502hj5HTu3DmTjENERERkTCxCJ4uizyzoNjY2+PDDD42YxnwZugj99OnTWveXLVu2UP2RppxFwyxCp6IYPHgwTpw4ATs7O42bG7KzsxEaGopPPvkEKpVKwIRERIVXu3ZtbN++HXv37oWLi0uB7V++fIlhw4ZBoVCYIB0RERERERERERHlp2vXrhqPExMTBUpCRCXVpEmTcOLECZONFx8fb7KxiIiIiIyFRehkUfQpQq9Tpw5sbW2NmMZ8aStCt7OzK9RdxUqlEoGBgVqPcSZ0w+BM6GRI3t7eOH/+PEqXLq3xfJJKpTh27BiWLVsmYDoioqIbNGgQbt26hc6dOxfY9tKlS5g7d64JUhEREREREREREVF+GjZsqPFYIpEgNTVVoDREVNLs3LkTGzZsMOmYr1+/Nul4RERERMbAInSyKGFhYTq3bdSokRGTmLdXr17l2vfBBx/A2tpa775CQ0ORkpKi9RhnQjeMgorQg4KCMHPmTHTu3BkNGzZEkyZN0KtXLyxYsAAxMTGmjErFhJeXF/7991+89957sLGxUe+Xy+X46quv8O+//wqYjoio6CpXroyTJ09i+fLlsLe3z7ftggULcP78eRMlIyIiIiIiIiIiIm2qVKkCOzs7jX0JCQkCpSGikuTRo0fw8fEx+bjly5c3+ZhEREREhqZ/RSlRMabPTOiNGzfWu/+4uLhc+y5evFjsiq2fPn2aa5+trS2Cg4P17mv+/Pl5HpNKpYXqkzTlLPJ/9eoVgoODoVKpcPToUezZswdRUVG5zrlx4waOHj2K77//HsOGDcOYMWM0io2JAGDNmjXw8/PD8+fPIZPJAAAqlQo9e/bEtm3bjLqaQWRkpHo7LCwMSUlJRhuLiEqmiIgI9fa1a9eQlpaWq02zZs2wfPlyzJo1S+tNeMCbVV0GDx6MzZs3cxUXIiO6d++eevvOnTsoXbq0gGksy/3799XbYWFhWt/XFndSqVTjcWRkJN+LEhERkeByThBy9+5dODs7C5jGMBITEwEAMpmMv29RiSORSDQe379/v0jP85zXwB89elQi/s08fvxYvR0SEgIHBweDj1G+fHnEx8drjKPtuh8Rmd7bWb2VSqVBX9MePnyo3n7w4IHOfT979ky9nZCQkO95P//8MzIyMgofspCqVatWIl7/iYjMXXp6usZj3shIZFgilUqlEjoEkSkkJCSgSpUqOrd3HTUTAAAgAElEQVQ/ffo0vL299RrDy8sLoaGh+kYjIiIiIiIiIhNxcnLKddGZiIiIiIhIH3xfQURERERUPJUtW5Y3MhIZkFjoAESmos8s6ADwn//8R+8x3N3d9T6HiIiIiIiIiEyHK1sQEREREVFR8X0FEREREVHxVL58eaEjEJUo1kIHIDKVsLAwndt6enrCxcVF7zFq166da9+cOXNgb2+vd19COn78OC5duqSxr3nz5ujTp4/OfaSnp+O3337Ltex5TsXxZ2OODhw4gOvXrxe5H1tbW0ybNg2lS5cucl8KhQK3bt1CcHAwnj59Wqg+qlativ79+8PV1bXIeajoXr58iTVr1iArKwtKpRIAIBaLMW7cOFStWtXg4926dQt79uwBAEybNq1Qr8lEZNkiIiKwc+dOAICfnx8qVqxY4DmpqalYv359nstu2tjYYOLEiXjvvfcMmpWIgPj4eKxduxYAMHLkSHh6egqcyHKEh4dj3759AIAvv/wSzs7OAicyvAULFkAikagf16tXDz4+PgImIiIiIgLOnTuHoKAgAMCIESPwwQcfCJyo6I4cOYLLly+jdOnS+Oqrr4SOQ2RQCxcuRGZmpvpxnTp1ivS+Iuc18F69eqFFixZFzii0S5cu4fjx4wCA7777Dra2tgYfY+PGjYiOjlY/nj17NhwcHAw+DhHpb9WqVUhKSoK1tTV++OEHg/V79epVBAQEAAAGDBiAJk2a6HReeno6lixZAgBo1aoVevToobXdihUrkJKSYpiwetC3/oKIiApv+fLlSE1NVT+uVauWgGmISh4WoZPFCA0N1bltq1atCjVG9erVc+2bMWNGsfsQX6FQ5CpCb9++Pb799lud+xgyZEi+BehVq1bF/PnzC52R/ic6OlprEfrAgQPh4+ODhg0bonTp0njw4AHmzp2rfpP+LqlUChcXF8yaNavQWVQqFdavX4/58+fjyZMnhe4HAOLi4rBlyxYcO3YMbdq0KVJfZBhjxoxBy5YtkZGRoS5EP3jwIO7evYty5coZdKxdu3apL8D7+vpqvcmHiCg/AQEB6iJ0Hx8f1K9fX6fzPv/8c7Rv3x4vXrzIdUwmkyEsLAwXLlwwaFYienPT8Nsi9KFDh6Jbt24CJ7Ic27dvVxeh+/n5lcgVvpYuXapRhN68eXO93t8SERERGcvbIvRPPvkEvXr1EjhN0SUlJeHy5csoVaoUf9+iEmfFihUaRehNmzYt0vM85zXwrl27ws/Pr8gZhbZixQp1EfqsWbMMMunRuw4cOKBRhP7jjz/CxsbG4OMQkf727duHpKQkWFlZGfT3gA0bNqg/3+7duzdGjx6t03lxcXHqInQvLy+tmVJSUvDdd98ZLKuubG1tsW3bthJxEyIRUXHg7++vUYSurb6PiApPLHQAIlPRpwi9ZcuWRkxi/rQtOyIW6/5yERgYiL179+bbpkGDBnrnIu3e/btxdHTEwYMHsW/fPnTu3BkVK1ZEqVKl0LhxY+zZswedOnXKs6+C/t7yExUVhY8//hg+Pj5FLkB/Kz09HT169EBsbKxB+qOiqVu3LoKCgtSzlyiVSqSmpmLmzJkCJyMiMpwGDRrg0KFDeX54FRwcrC7WJCIiIiIiIiIiItN5+fKletvOzo4F6ERUJAkJCYKMu3jxYhagExERUYnBmdDJIkRHR+P58+c6t7f0IvQKFSrk2peenq7TuWlpaRg/fnyB7Tp06KBvLMrDu0XoGzZsyHPpLhsbG/z00084c+aM1uM3b96ETCbT+6Ldn3/+ienTp+P169d6naeL9PR0+Pr64siRIwbvm/TXrFkzHD16FF27doVcLodUKsWmTZswYcIENGvWTOh4REQG0bZtWyxduhRTpkzRevzrr79G3759+SEXERERERERERmUUqlERkYG0tPT8/3KysqCTCaDXC5X/5mdnQ2pVAqpVIrs7Gz19VuZTAapVAq5XA6VSgUbGxvY2tqq/7S2tlYX89rZ2amP2djYwNraGjY2NnBwcICTk5P6q0yZMhqPnZycULp0aVhZWQn9I6QSLmcRujFmWiciy3L37l2Tj9m7d+88P3sgIiIiKo5YhE4W4cqVKzq3dXR0RMOGDY2Yxvxpmwld1yL0MWPGICoqqsB2JWFpUX2cOnUKw4YNAwDMnj0b06dPN1jfOYvQGzVqhKFDh+bb3svLC2XKlMGrV69yHZNKpYiKisL777+v8/hff/01Fi1apHvgQjh27Biio6Ph7u5u1HFIN506dcLevXsxcOBAKJVKiMVijB07FteuXdNr1QQiInM2efJkXL58GTt37sx17NGjR1i1ahWmTp0qQDIiIiIiIrIEUVFROHDgAEJDQ3H79m08e/YM6enpEIvFcHR0RNmyZeHu7g4PDw+0adMGnTt3RqVKlYSOTUTvyMzMRFJSEhITE5GUlKT+io+PR2xsLJ4+fYr09HRkZGQgMzMTEokkVx82NjawsrKCSCQC8KZQXalUQqVSqf9UqVQGzS0SiSASiSAWi9V/vr32q1KpoFAo1EXtOdnb28PR0RGlS5eGk5MTXF1dUaNGDVSuXBlubm5wc3NDpUqV1NulSpUyaG4q+XIWoVevXl3AJERUEpj6c826deti8+bNJh2TiIiIyNhYhE4WITQ0VOe2zZs3t/iZGtzc3HLt01aw/K7ff/8df//9d4HtatWqhXr16hUqW3EllUqRkpIC4M1FZ0PK+ebYw8OjwPbW1taoXLkyIiMjtR5PS0vTaVyFQgEfHx9s3LhRt6BFoFKpEBAQwGI/M9KvXz8sXLgQc+bMgVwux507d+Dv748xY8YIHY2IyGDWr1+PGzduaJ0N5aeffsKoUaNQrlw5AZIREREREVFJlJaWhi1btuCvv/7C5cuX82yXmZmJ58+f49GjRwgKCsKff/4JAKhfvz46d+6MkSNHonHjxqaKTSaWmpqKwMBAZGRkYMSIEbC1tRU6ksXKyMjAo0eP1F9xcXGIjY1FXFwcEhMTkZKSoi4qF4lEsLW1hVgshkKhgFQq1XkcmUwGmUxmrG9Dq7eF7UqlUq/zJBIJJBIJUlNTNfbb2trCysoKSqUSMplM3a+9vT3ee+89uLm5oWrVqqhevTqqVq0KDw8P9VeZMmUM9n2VBBkZGTh79izi4+MxbNgwODk5CR3JZF6/fg25XK5+XLduXQHTEJGh3L9/H0FBQahbt67BVlNPT09HYGBgge201UUYS5MmTXDy5Em89957JhuTiIiIyBRYhE4WQZ8i9JYtWxoxSfFQs2bNXPsKmgn97NmzmDFjhk799+zZs1C5SLucRejW1rq9rOd30fbtbCoFmTBhgkkK0N96/PixycYi3cycORP//PMPAgMDIZVKMX36dPTv358FmURUYjg6OmLz5s1o1apVrg9dU1NTsWrVKnz77bcCpSMiIiIiopJCIpHg999/xy+//IIXL17kOi4SieDo6AiJRAKFQpFnP7dv38bt27exYsUKDBo0CPPmzUOdOnWMGZ1MQKFQ4N9//8XJkydx8uRJhIWFqd+jKhQKjBs3TuCEJZdKpVLf8PHo0SM8fPgQkZGRiIiIQHR0tHpCFzs7O4hEIkil0jyLtlUqFbKzs00Z36zkVXQvkUgQHx+P+Ph4XL16FWKxGLa2tho/r7crP9StWxcffPABPDw8ULt2bXh4eKBChQo6f6ZRXKlUKty4cUP9GnDp0iX1zzMqKsroK9Wak/v372s85v9xRMVTeno6goKC1K9r0dHRAN585p2YmAhXV1e9+1QqlQgNDcWpU6dw8uRJXL58WeOmlbyY6v+QVq1a4fjx4yhbtqxJxiMiIiIyJRahU4mnVCpx9epVnduzCB1wcHBApUqVkJiYqN6XXxH63bt3MWDAAJ1n4ujVq1eRM9L/FKYIPb/Z2KtUqVLg+Vu3bsWGDRt0GstQnj59atLxqGAikQg7duxAgwYNkJiYiKysLMyZMwerV68WOhoRkcF4eXlhypQpWL58ea5jq1evxldffQUbGxsBkhERERERUUlw5MgR/Pe//0VcXBwAwMrKCt7e3ujevTuaN28OT09PlC9fHiKRCAqFAk+fPsWTJ09w6NAhbN26VX1eTiqVCnv37sWBAwcwcuRIrFixwqJmyi0JYmJi1IVZQUFBePnypdZ2b1ffpKJLS0vDjRs3cP36dYSGhuLatWuIjY1FVlYWRCIR7Ozs8iwkt+TickNTKpXq2ePfevnyJcLDwxEeHq4u+M/OzoZKpYK9vT2qVauGJk2aoHnz5mjSpAmaNGkCFxcXgb4Dw3j69ClOnTql/kpOTtbaztJeA27fvq3xmEXoRMWDUqlEWFiY+nebvArElUolUlNTdS5Cj4uL0/h96d1VOMyBWCzG1KlTsWDBAtjb2wsdh4iIiMgoWIROJd69e/eQkZGhc3sWob9Rq1YtjSL058+fa22XlJSEHj16qGf8KIibmxs6duxokIz0hpWVlXpb1yL0V69ead1vbW1d4LJjERER8PX11T2ggZQuXdrkY1LBnJ2dcfjwYTRv3hxSqRRr166Fj48PGjVqJHQ0IiKDmT9/PgICAhAVFaWxPzExEXv37sWwYcMESqYfpVKpcfMaEREREREJ688//4Svr696dnMfHx988803qFGjhtb2VlZWqFy5MipXrowWLVrgp59+wqZNmzB58mRkZWXlaq9QKLB582aEhobiyJEjefZLwsvMzMSxY8fUhVSRkZFCRyqxVCoVEhMTcf36dVy/fh2XL19GWFgYkpKS1LNwvy1wznnOu4XRJIx3C/4lEgkePHiABw8e4NChQ5DJZFAoFKhYsSKaNm2KFi1aqAvTq1SpYrazpkulUpw9e1b9GhAeHq7xHKQ37ty5o/G4bt26AiWh4oDXQoWVkJCgfk0LDAw02E0zV65cwY0bN3Dq1ClEREQYpE9j8fDwgL+/P9q2bSt0FKJ88fWSiIiKikXoVOJduXJF57bu7u4FFuBailq1auHixYvqx/Hx8ZDJZBozfT5//hze3t6IiYnRud9x48ZxtlADK8xM6HndNFCpUqUC32BMmDABr1+/1j2ggbi7u5t8TNJN48aNsXbtWowfPx4AMH78ePz7779me0GfiEhfjo6OWLt2Lbp27Zrr2Lp164pFEfoff/yB77//HvPnzxfkZjIiIiIiItI0b948/PDDDwCA8uXLY/PmzXqvICkWizF27Fi0atUKffv2xaNHj7S2u337Nlq0aIFDhw7By8uryNnJ8D799FMWnBpJRkYGLly4gAsXLuDSpUu4ceMGXr58CRsbG1hZWWkUl2ubhdscWVlZQSwWq6+/ikQije3Cerfw/u1jlUoFpVKpvmHGXOX8u3v69CmOHTuGoKAgKJVKyGQyODk5oVGjRmjdujXatWuHdu3amc0qETNmzOBrgA5yzoRuZWUFT09PAdOQORswYACuX7+OPXv2oHnz5kLHsTjZ2dk6rbxdGGvWrDFKv8Cb38d27dpV5H7c3NwwdepU+Pn5oVSpUgZIRmQcKpUK3bp1w+PHj7F//340bNhQ6EhERFRMsQidSrzQ0FCd23IW9P/x8PDQeKxUKhEbG6ven5qaCm9v71yzDuTH2toaEyZMMGhO0r8IPT4+Ps+Z0Au6Ezs0NBTnz5/XL6CBtG7dWpBxSTdffPEFzp8/j61bt+LKlSs4ffo0unTpInQsIiKD6dKlC/r27YuDBw9q7A8ODkZCQgIqV64sUDLdXLx4ES9evMCkSZNQp04ddOrUSehIREREREQGsWTJEkgkEsyePVtjxUBz9t1332H+/PkAgAoVKiAkJCTX9Vh9fPjhhzh8+DC8vLzyXBX06dOn6NixI0JCQnQqLti7dy9+++03PHjwAE2aNMHcuXPRokWLQmek/Jl78WlGRgaSkpJgbW0NFxcXsync1SYrKwshISE4c+YMjh49ips3b0IsFkMsFkMqlarbyWQyyGQyo2Z5W+guEonUhdxyuRxKpVKjnUgkgq2tLWxtbWFnZwc7Ozs4ODiovxwdHVGqVCmULl0ajo6OcHBwgK2tLaytrWFlZZXrK6/9b18jFQqF1i+5XJ7nfqlUColEgtevXyMjIwOZmZnqr6ysLEgkEkgkEmRnZ0MqlUIqleZ6XovFYlhbW6sL6FUqlbp/Y/0byDlzenp6Oi5cuIDLly/j119/hVKpRP369dGzZ0907NgRbdq0gaOjo1FyFMTcXwMkEgkSExOhUqlQrlw5ODs7CzIJTc7PJGvXrg07OzuTZ6Di4ezZs0hLS8OgQYNw/fp1uLi4CB2JigEfHx8MGjQI06dPR2xsrN7nf/DBB/Dz84O3tzdsbW2N/nsGUVHJ5XKcP38eEokEgwYNwtWrV1GmTBmhYxERUTHEInQq8a5evapz21atWhkxSfFSq1atXPuio6Ph4eGBtLQ0dO7cGeHh4Xr12b9/f7Mv0CqO9C1Cv3XrVp7HBgwYkO+5S5cu1T2YAVWvXh0dOnQQZGzS3dq1axESEoIHDx7g+++/ZxE6EZU4v/76K06cOKHxAaZSqcT+/fsxadIkAZMV7LPPPsOuXbugVCoxfPhwhIeHw9XVVehYRERERERFcvjwYcyaNQvAm5XaevfuLXCigp07dw4///wzAMDe3h4HDx4sUgH6W3Xr1sWmTZswZMiQPNtkZmbi008/RVhYWL6FlsuXL8f06dPVj0+ePImgoCAcP34c3t7eRc5K5i0lJQUnT57E8ePHceXKFSQkJOS6uaF8+fJo3rw5unfvjhEjRqBcuXICpQWkUimuXLmCs2fP4tixYwgLC4NKpYK1tbX6/fu7Rd+FYWNjA2tra6hUKsjlcsjlcvUxBwcHlCtXDu+99x6cnZ3h4uKi3i5btmy+X05OTrC1tS1xq0qqVCpIpVK8evUKL1++LPArJSUFKSkpSEtLQ0pKClJTU5GVlaXuz9raGtbW1hCJRJDL5UUq7Mt5M8LNmzdx7949LF68GADQtGlTdO/eHZ06dUKLFi0sssj51atX6tf8ixcvIj4+Ptfquk5OTmjatCm8vb0xevRok3z29+zZM42VmTt37mz0Man4GjZsGFavXo3Y2FiMGTMGAQEBQkeiYmLgwIHo06cPdu7cib///hv//PNPniuMOzo64v3334e9vT2ePXuGpKSkXJ8TODs7o1mzZujcuTNGjRqFihUrmuLbINKJjY0NhgwZgq1bt+LBgweYMGECduzYIXQsIiIqhliETiWaUqnMt+D2XSxC/x9tRehRUVFIT09Hly5dcO3aNb379PPzM0Q0eoe+Rej//vuv1v0ODg7o3r17nuelpKRg//79+gc0gIkTJxabmawsmYODA7Zs2YLWrVvj8uXLOH/+PD766COhYxERGYyHhwfGjh2LVatWaezfs2eP2Reh9+jRA76+vli9ejWSkpLw2Wef4cSJEyXuQ24iIiIisiyXLl1Sbx85csTsi9DT0tIwcuRIdUHsokWLDHpNevDgwejQoQPOnTuXZ5uIiAhMnjwZGzZs0Hr82bNnmDNnTq79crkcfn5+uHfvnqHikhlRKBTYv38/fv/9d4SEhBRYtP38+XMcP34cx48fx6xZszB16lR8//33Jkr7Zkbrv//+G9u3b8f58+chl8tha2sLiUSibqNQKHTqSyQSqQuNs7OzoVKpIBKJ4OzsDFdXV7i5uaFKlSpwc3ODq6srXF1dUbFiRfV2hQoV4ODgYJTvszh7+3O1s7ND+fLlC9WHRCLBs2fPkJycjKdPnyI5OVn9lZSUhPj4eCQmJuLZs2d48eKF+u/u7d+nVCrV6QaEnEXpV65cwc2bN/HTTz/B2toabdq0wWeffYb+/fsX6nsoTk6fPo3ly5cjMDCwwCL/9PR0nD17FmfPnsX333+PUaNGqQv5jeXMmTMaM8b37NnTqONR8bZkyRKcPXsWEREROHjwIH777TdMmTJF6FhUTNjY2GDUqFEYNWoUlEolnjx5gmfPniElJQW2tra4f/8+du3aheDgYNy4cSPfvtLS0hAYGIjAwEB8++23GDduHH7++WeULVvWRN8NUf5WrlyJ4OBgPH78GDt37kSnTp3wxRdfCB2LiIiKGRahU4n24MEDZGZm6tTWwcEBjRs3NnKi4kNbEfqtW7ewadMmhIaG6t1fmzZtWIxqJPoWoR84cEDr/n79+qFUqVJ5nnfx4kWdL9wbkqOjI8aNG2fycalwWrVqhTFjxmDTpk345ptvcPHiRaEjEREZ1Jdffom1a9dq/J946dIlpKenm/Vy5MCbmdyDg4Nx8+ZNnDp1CosWLcLXX38tdCwiIiIiIoO4cuWK0BEK5OfnhydPngAAPD098d///tfgY3zzzTf5FqEDwMaNG9G3b1+tRfuXL1/WmH04p8jISCQkJHC1yxJEIpFgw4YNWL58OR4/flzoPn755RccOHAALVu2NHDC/8nKysLRo0exdetWHD9+HGKxGDKZTF2UmrMA/V329vZQqVTqmdFtbGzg5uYGd3d3eHp6okaNGqhRowaqV6+OGjVqoGrVqrC1tTXa90K6sbe3R7Vq1VCtWrUC20qlUsTHxyMmJgaxsbGIiYlBdHQ0Hj58iOjoaCQmJqoLq21tbSEWi/N8zrzdL5VKce7cOVy8eBHjx4/X+CympFAqldi7dy8WL15cqMmngDc3fGzatAlHjhzBiBEjDJzwf86cOaPednR05Oq5lC9HR0fs3r0bXl5ekEgkmDVrFtq2bYumTZsKHY1MyMXFBampqUXqQywWo0aNGqhSpQp27NiBpUuX4vbt24XqSyaTYfXq1QgICMDJkydRv379ImUjMgQnJyf89ddfaNu2LWQyGSZPnoxWrVqhXr16QkcjIqJihEXoVKKFh4fr3LZZs2awsbExYpripVKlSnB0dNQo4l+5cqXGLAP6WLJkiaGi0Tv0KUKPiIjQujqAlZUVfvjhh3zPjYyMLFzAIlq8eLGgy7mS/pYsWYJNmzbh0qVLuHv3Lt+kElGJUrNmTQwaNAi7d+9W71Mqlbhy5YrZL0tvb2+P3bt3o2nTpsjMzMR3332Hjz76CK1btxY6GhERERFRkd2+fRsZGRkoXbq00FG0unbtmsbS5vPmzTPK9eguXbqgUaNGBV4bX7hwodYi9LdFunkp6DgZR7ly5dClSxd0794dbm5u6NatW5H7DA4OxhdffIH79+8bICFw//59JCQkGKSvt2QyGQIDA7Ft2zYEBASoi861TZYiFothZ2cHmUwGuVwOGxsbuLu7o1GjRqhfvz7q1KmDWrVqoXr16nB1deXKYCWMra0tatasiZo1a2o9rlKp8OzZM8TExCAqKgr37t3D7du3ER4ejqioKMhkMlhbW8PGxgbZ2dnqGdRVKpXGTOk5PXz4EFKp1CQ3LJQqVQqdOnVC9+7d0a5dOzRo0KDIfd6/fx9jxowx2EQyycnJWL16tUH60iYoKEi9/fHHH8Pe3t5oY1HJ0KBBAyxbtgy+vr6QSqX45JNPcO3aNbOfSMRSvP/+++jevTu6d++O06dP49dffy1yn7a2tmjbti26du2Kbt26wcXFRacbmQpy69YtjB49utA367wrISEBHTp0QEhICDw9PQ3SJ1FReHl5YcGCBZg1axYyMzMxZMgQhIaGcrUfIiLSGYvQqUTTpwjdkMuelhQ1a9bEnTt31I8LW4A+YMAA/nyNyMrKSr1dUBH6ggULtO4fPXo0Pvjgg3zPNdSHEfoYMGAAJk6caPJxqWhcXFzg7++P0aNHY+bMmTh69KjQkYiIDGrSpEkaRejAm9nQzb0IHQDq1KmD33//HWPHjoVcLsfQoUNx48YN3vBFRERERMWeXC7H4cOHMXToUKGjaLV48WL1tp2dHXr37o3U1FSsWrUKN2/eVF97c3d3R7du3TB06FA4OzsXaqx+/foVeG08JCQE//77b66Zq5s3bw4rKyutRb6VKlXKs8DTEuzevRvPnj2Dra0txo8fb9SxRCIRmjZtqi7O8vLyUl8HvnHjRpH6zsjIwNdff43Vq1frfc1fJBKhXr16aNiwIdzd3REVFYXAwEA8f/5c3bch3LhxA2vWrMFff/2FzMxMiEQiyOVy9XEbGxuIRCJIpVI4ODigdu3aaNy4MT788EPUq1cPdevWRc2aNTWunZNlE4lEcHV1haurK5o3b65xTKFQIDo6GhEREYiIiMCdO3dw/fp1PHz4EJmZmbC1tYVKpVLPpP7WgQMH8N5772Hw4MHw9fVFs2bNDJq5Xr166teAdu3aqYvdi/rvTKFQYNmyZfj+++/zXUGgMAzd31uxsbF49OiR+nGPHj2MMg6VPP/9738RFBSE/fv349GjR/Dx8cFff/0ldCyL5OjoqL6Zplu3bhqrsl+4cKHQ/Xp6eqJr167o2rUrOnbsqLHqd1xcXJEyy+VyLFy4EPPnz8/zhqTCSklJwdixY3Hu3DneGEdmYcaMGThz5gxOnDiBO3fuYPLkyVi/fr3QsYiIqJhgETqVaPoUoXMGyNxq1aqlUYReGNbW1li4cKGBEpE2us6EfufOHa0XVhwdHQucBR0A7t27V7iAheTu7o4NGzaYdEwynJEjR2L06NE4duyYWc9CRkRUGC1btkS5cuXw4sUL9b6QkBABE+nniy++QGBgIHbt2oXY2Fh8/vnnCAgIEDoWEREREVGRbdq0ySyL0F+9eqXxO3fr1q2xY8cOzJ49GykpKRptb968iUOHDmHOnDmYN28e/Pz89B6va9eumDt3boHtli9fnusG2+rVq2PatGlYunRprvaGmKGyOFu4cCHCw8NRqlQpoxShv/fee+rZzrt27QpXV1eDj5GYmIiuXbtqXS0zP82aNcMnn3yCIUOGoHr16hrH0tPTMW7cOOzZs0e9791iXV0oFAocOXIEixYtQkhICMRiMZRKJUQiEezs7KBQKCAWi1GvXj20b98erVq1QosWLVCrVi0Wb1GRWFlZwcPDAx4eHujVq5d6v+2qxacAACAASURBVEqlQnR0NC5fvozLly/jjz/+0LgZQqVSISMjA1u2bMHmzZvRrFkzfPXVV+jXr1+BEwZpU7p0aXz88cfqwvN3/60ZQlZWFgYPHlzsJo4JDAzUeNyzZ0+BklBxtGHDBoSFhSEmJga7du1Cp06dMG7cOKFjWYQ6deqoX9M++ugj2NnZFaqfnAXrpUuXRqdOndCtWzd07dpV45ghvXr1Cv369cOZM2eM0j8AnD9/HqdOnULXrl2NNgaRrkQiEbZs2YJGjRohKSkJGzZsQKdOnczy/TUREZkfFqFTicaZ0IvGw8OjyH2MGzcO77//vgHSWLbMzEw4OjpqPaZLEXp2djZGjBihXkIypzVr1ui0FFlhZ14qjFq1aiEoKIizshZjIpEIV69eRdOmTTF48GAcP35c6EhERAZjZWUFb29v7N27V73v+vXrAibS37p163DlyhU8fvwYBw8exO+//47JkycLHYuIiIiIqEjOnDmDmJgY1KhRQ+goGo4ePYrs7Gz14+DgYJw9ezbfc168eIFJkybh8uXL2LJli8Y1wIJ4eXnB2dkZaWlp+bbbv38/UlNT4eLiorF/8eLFqFq1KlatWoWoqCjUr18fP/74I/r27atzBtLPypUr4evrq9ffs74ePnyIzp07Izo6Wqf2NjY2GDJkCKZNm4amTZvm2c7JyQmbNm3ChQsXkJiYCEC/2ZDlcjn8/f0xZ84cJCcnq/crlUq4ubmhbdu2aNOmDVq2bInGjRvD3t5e576JikIkEqFmzZqoWbMmPv30U2zbtk3jxqE6deogPT0dCQkJAICwsDAMHjwY5cqVw/z58zF27Fj17OUFmTVrFubPnw8bGxujfC8AkJaWht69eyM4ONhoYxhLzmtwrVu31ukzLaK3nJ2dsXPnTrRv3x5yuRxTpkxBq1atUL9+faGjlVg2Nja4f/8+3N3dDdJfp06dkJiYiNjYWDRp0sSor5UA8Pz5c3Tv3h1hYWFGHQcAtm3bxiJ0Mhuurq7Yvn07unTpAqVSCR8fHzRv3hy1a9cWOhoREZk5413NIhJYamqqzkss1apVyyizihRnr169wuXLl4vUR+XKlfHzzz8bKJFlSUlJwa5du/D555+jSpUqKFu2bJ7LHeX8YCKv5UVnzJihdZnW0aNHY+TIkTplMtWHd3Xq1MH58+cNdmGChPOf//wHvXv3NvgypERE5qBbt24aj5OTkw2+JKcxOTk54a+//lJfsJ85cyauXr0qcCoiIiIioqJRKpXw9/cXOkYu7xb86TNL9Pbt2/Hll1/qNZ6VlVW+RcNvKRQKXLx4Mdd+kUiEKVOm4P79+8jOzsb169dLZAF6YmIigoODERwcjOfPnwuaxd3d3agF6BEREWjTpo1OBegODg748ssvERUVhe3bt+v0XCpVqpTGarM5Z4vOi1KpxPLly2FjY4Nx48apC9A7d+6MtWvX4smTJ0hMTMTevXsxdepUtGzZkgXoZFb69u2L+Ph4JCQkYMOGDejevTuANzcRTZw4EXZ2dli4cCEUCkWBfVWrVs2oRZWpqalo3759sSxAT01NRVBQkPrxxIkTBUxDxVXr1q3Vq8RkZWXhk08+QWZmpsCpSi6xWGzwz3nd3Nzg5eVl9AL0p0+fom3btiYpQAdgsnGIdPXxxx/jq6++AvCmZuiTTz4pVp99ERGRMFiETiWWPrOg57w4Sm8ukH388ccICQkpUj/r1q0z6ezZxZlcLsfFixfx3XffwcvLC66urhg6dCj8/f2RkJAAuVye53JfBc2EvnjxYvzxxx+59jdo0ACrVq3SOaMpLvB//PHH+Oeff1ClShWjj0WmcejQIfz0009CxyAiMrjOnTtrPFapVOoZ34oLLy8vLFiwAAAglUrxySefID09XeBURERERERFs27dOrP7kFzb5BD6+O233/SeMETXVS61FaHnZMzCaKHt378f7dq1Q7t27RAYGCh0HKN5/fo1Bg4cqDHLuDbW1tYYP348Hj58iKVLl+p9jTbnjM8FFd0qlUpYWVlh+vTpAIB+/frh4MGDeP36NU6dOgUfHx9UrVpVr/GJhFKpUiV88cUXOHbsGDIzM3HkyBEMGTIEADB79mxYW1trrIZhaiqVCqNGjcLNmzdNOq4uxfe6+Pvvv9U3b7m6umLQoEEG6Zcsz9dffw1vb28AwN27d+Hn5ydwIjI3SqUSw4YNQ2RkpMnGjI+PN9lYRLqaN2+euobq2rVrmDFjhsCJiIjI3JXcq4dk8fQpQm/VqpURkxQvycnJ6NChA0JDQ4vUz2effYZevXoZKFXJFBMTgz///BMDBw5E+fLl0bZtW8yfPx+hoaFQKpW52qtUKq395FeEvnLlSvWdqjl5enri1KlTcHR01Du3SCTS+5yClCpVCqtWrcLp06e5KgERERUL1apVQ+nSpTX2FccLxjNmzFAv9/no0SP4+PgInIiIiIiIqGgSExOxbds2oWNo0HXFzryoVCr1DaS60nXJ9OI4Ky7px9fXFxEREfm26d69O+7evYt169ahcuXKeo/x8uVLnDhxQuf2IpEIS5cuRUBAABQKBf7++2/06dOnUNericyJg4MDevbsid27d0OpVOL48eNYuHCh0Wfuzc+vv/6KI0eOCDZ+Ue3Zs0e9PXHiRI0bXoj0IRaLsW3bNvXnkJs3b8aOHTsETkXmZOvWrXlOCmcs2moCiIRmbW2NnTt3qiecXLlyJQICAgRORURE5oxF6FRisQhdf/Hx8Wjfvn2RZ0Nwc3PDb7/9ZqBUJc/+/ftRp04duLu7w8fHBwcOHMDLly8L3Z+2InSlUonp06dj8uTJudrXrFkTZ86cgZubW6HGc3R0NOhFvp49eyI8PBy+vr5GKXAnIiIylndnFiyORegikQhbt25VX0zctWsX1q9fL3AqIiIiIqKiWbp0aZ4TOgghLS2tyH2cPHkSr1690rm9rkXoYWFhZjdzPBnOnj17sHXr1jyPu7m5Yffu3Th27Bg8PT0LNYZSqcTYsWPx4sUL9b6CZtAXiUT48ssv0bdv3xI92z5ZNpFIhG7duuHrr78W7Hl+48YNzJ49W5CxraysitxHSkqKuiDUxcUFU6dOLXKfZNnc3Nw0rn1OmDABDx48EDARmZP8fmcylooVK5p8TCJd1KhRA6tWrVI/HjNmDGJjYwVMRERE5sy64CZExdOdO3d0ale6dGk0bNjQIGNqKzxas2YNHBwcDNK/MaWmpmL16tVISUkpUj8ikQh9+vTBli1bDJSsZMj5fCzs8rv379/HihUrcu3POVvRhQsXIJFIsH37dty6dStX2woVKmD48OHYt2+f3uNfvXoVwJslFH19feHv71/oD9DEYjEaNWoEb29vVK5cGYcPHy5UP1RyXb9+Xb3t7++P8uXLC5iGiIqjnP8Pbtu2DZUqVTL4GG+XAn7ryJEjxbIQHXgzs/vb/9cnTpyIhw8fGuVnRpSXJ0+eqLcDAgJw7949AdNYlrCwMPX2pk2b4OLiImAa48jOztZ4fOPGDa3vrYiIqPjJazXHe/fuYezYsWjQoIGJE2n37nuHwpBKpZg3bx6qVKmiU/uYmBid2mVnZ+Pnn39W35hqSS5cuKDePn78OJKSkvJt/+zZMwBv/j4N8bvEpUuX1NsHDx7Ew4cPdTov5/vOixcv5ptl8eLFeR5r3rw5+vfvj4SEhCJ9P/v27cPFixdz7efvW1TSSCQSjcfh4eFFep7nvAZ+9uxZyOVync7L+f7mzp07+WbYsmWLQf4PKoxVq1bBzs6uSH3cunVL/XNp1aoVNm3aZIhoZOGUSiVsbW0hlUqRkZGBjh07YurUqblWmyb9vf1dSaFQ6PX6eOXKFfX21q1bDbZqds7Psa9fv6410+PHj9XbQtzE6uTkxN+ZyGzJZDKIxWIolUq8ePEC7du3x6RJk3gTKRVL704MWlw/zyUyVyKVOU0HQmRAFSpUwPPnzwts17FjR4MtqzRs2DD89ddfBumLiIiIiIiIiAyvevXqnLmHiIiIiIiKhO8riIiIiIiKp/fffx+RkZFCxyAqMXh7EpVIGRkZOhWgA2/unCciIiIiIiIiIiIiIiIiIiIiIiIiIiLdcE0hKpGio6N1bmvIIvT69evn2rdv3z6UKlXKYGMY0qNHjzB79mykp6cXua+KFSti5cqVKFOmjAGSlTyXL1/Gjz/+WKQ+PvroI3zzzTe59h89ehR//PGH1nOcnZ0xefJkgzzPN2zYgP3796NUqVLYt29fvm2Tk5Oxf/9+nDp1KtcSlbpycnLCpEmT0LZt20KdT8XbP//8g19++QUAsHHjRlSuXFngRERU3ISEhGDevHkAgDVr1sDd3d3gYyxfvhynTp1SP/4/9u47rIns6wP4Nwm9YwXsHVgBEVlRwYaCa8eyunaxoOuuZVVU3LW3XfvaEcXyE3tdC1hAxYKIgIoiYgMUBEWk1yTvHz7kJdJCygwJ5/M8PGYmd+49YBiSmXPP3bFjB5o3by73cRSpsLAQM2bMQEJCQpnPe3p6okePHgxHRWqi2NhYzJw5EwCwcuVKdOjQgeWIao7AwECsX78eAHDgwAHUr1+f5Yjkb9iwYcjOzhZtOzk5YcyYMSxGRAghRF58fX1x4sSJcp/X1dXFvn37YGhoyGBUpZ08eRL79++XqQ81NTWcOHEC2traErX/8uULRo8eLVFbLy8vODk5yRKeUrpw4QJ27doFAFi4cCG6detWYfsZM2bgzZs30NLSwtmzZ2Ue/+jRozh06BAAYNmyZejYsaNEx7158wYzZswAAEycOBE///xzqTaFhYUYOnQoCgsLRft0dHSwfv16mT+3hoWFYdOmTUhLSyu3jbGxMfz8/GQah5DqZsSIEWL30zp37ow9e/ZI3V/Ja+DTp0/HwIEDJTouNzcXQ4YMAQC4urpi9uzZZbabNGkSEhMTpY5PVmfOnJH4bxYhTHn37h1+//13FBUVlXpOV1cXO3bsUMnrIkwpfq+krq6OCxcuSHzcwYMHcezYMQCAt7c3GjVqJJd4Pn/+jLFjxwIABg8eDA8Pj1Jtnj17hnnz5sllvKoaNWqUKD5CqpuXL19izpw5EAgEpZ4zMjLCjh07UKtWLRYiI0Q67u7uSEpKEm2Xld9HCJEeJaETlfT27VuJ28ozCb2sN1nOzs4wMjKS2xjyEhYWhlGjRsklAV1bWxuXL19G+/bt5RCZairrYkZlfvjhB/Tp0wcbN24EAJiamqJPnz6l2sXFxZV5/NChQ7F7927UqVOnymOX5fr16wC+3fAqKw4ASE9Px/z58+Hr6yvV91xSRkYG1q5diz179mDy5Mky9UWUz9evX0WPu3btipYtW7IYDSFEGZWcBOXo6KiQiwnf32h0dXVFixYt5D6OInl5eZWbgA4AO3fuxOTJk9GqVSsGoyI1Ucn3rB06dCj3/SaRv5KriHXr1k0hk3bYpqYmfvmradOm9BojhBAVcevWrQqfz87OxvXr17F3716GIipbmzZtcODAgTJv4Euqd+/ecHNzk7h9enq6xG2bNGlSI/82vnr1SvTYxsam0p9BcQEWHo8nl59XWFiY6LGdnZ3EfUZGRooet27duszjHj16JJaAXpwM5uzsLHW8Hz9+xKxZsyqc+GFgYICMjAxoaGjUyNcUUW3q6upi27KeO0teA7e0tJS4r6ysLNHjhg0blnlceno6KwnoWlpaomtyvXv3hp6eHuMxEFIePp+PTp06lXv/Mjs7G7t370ZwcHCp6whEMsXvlbhcbpXOj3fu3BE9dnJygrm5uVzief/+vehxeefs3NxcuYxVVXXr1sXmzZtRr149VsYnpCIFBQWYP39+uZ9fv379in379uHatWvgcrkMR0eIdHR0dMS2jY2NWYqEENVEfw2ISpK0Enrr1q1Ru3ZtxQZTDYWEhKBXr14VViqRFI/Hw/HjxykBXQ4MDAzg5uYGb29vxMfHIyoqChs2bKj0uO8r7VtaWuLixYs4deqU3BLQJXHp0iX88MMP2Lt3r8wJ6MUEAgGmTZuG0NBQufRHCCGEyNP3SR3KtiJMeHi4qPpxebKysjBixAjk5+czFBUhhBBCCCHy5ePjg8uXL7MaQ7NmzaqUQF6WuXPnVql9yVVAKvN9YiVRfikpKWLbM2bMkDoBvaioCDt37oSFhUWFCehqampwcXGRagxCiHx9fw5gyogRI1gZlxBJbNy4EQ8fPqywTUhICLy8vBiKiFQHJScEMYXD4eDAgQOUgE6qrVWrViEqKqrCNoGBgVi1ahVDERFCCKnuaAonUUmSVkKXZxV0ZXH37l389NNPyMzMlEt/O3fuxIABA+TSV01UXGHnp59+QufOnaW64TNgwAB06dIFHz58wMKFCzF58mTweDwFRFu2wsJC/Prrr/Dx8VFI/3w+Hx4eHoiIiFBI/4QQQoi0vr9AbWBgwFIkVVdYWAh3d3eJJo5FRERg3rx52LZtGwOREUIIIYQQIn8TJkzAkydPYGJiwloM//77L4KCgvDly5cqHzty5MgqJxBXZRxl+ixDpDNy5MgqHyMUCnHs2DEsWbJErGp8eVasWIEPHz5IE16Nl5+fj4yMDKSnpyMjI0Ps6/t9aWlpSEtLQ1ZWFgoKClBUVCT6t7CwEHw+H4WFhSgqKhJ98fl80ZdQKISamhp4PB54PB7U1NRKfamrq0NNTQ0aGhqif3V0dFCrVi0YGxvDwMAAhoaGMDAwEH19v21gYAAtLS22f7Q1llAoZHzMKVOmwNLSEgcPHmR87JomMzMT+/fvR+/evWFpacl2OErh5cuXWLp0qURtN2zYgJ49e9KKHjUEG+fL2bNno2/fvoyPWxOlpaXh4MGD6NevH632KqHHjx9j3bp1ErVdsWIFunfvjq5duyo4KkIIIdUdJaETlSRpJfTOnTsrNpBq5vbt2+jXr5/YUn2yWLJkCaZOnSqXvmoSe3t7TJ8+HX369IGpqanM/RkaGootU8aknJwcDB06FP7+/godJzIyEhEREbC1tVXoOIQQQkhVlKyEbmpqqlQ3V9euXYvHjx9L3H779u3o2bOnzNUbCSGEEEIIYcOnT58wfvx4+Pv7g8PhsBKDmZkZTp8+jYEDB1apQIizszN8fX2rPF5qaqrEbctahlooFOL58+d4/fo1bGxs0KRJkyrHoOoEAgGeP3+Or1+/wsHBAWpq1eeWm5mZmdh2VSrj8/l8nD17FqtWrZL4c+OYMWOwYMECzJw5s0pxqrKsrCx8/Pix1FdiYiLi4+ORmJiIlJQUpKenl5ogXpwkzuVyweFwIBQKwefzUVRUBIFAIHNshYWFUh/L5XJF8RWfTwUCgSjhvSQ1NTUYGBigXr16MDMzQ+PGjWFmZgYTE5NSX3p6eqydn1VR/fr1GR3P2dkZW7duxZ49exgdVxmkp6fDz88PN27cQHx8PLS1tWFlZYWRI0fC0dFRqj4nTZqEkydPwsDAAKmpqdXq7091JBAI4O7ujry8PInaC4VCjBs3DpGRkaX+nhLVU6tWLUbH69+/v8QJvjVNamoq/Pz8EBgYiPfv30NPTw82Njb45Zdf0LFjR6n6HD16NK5cuYK1a9ciOTlZzhGrnqKiIri7u0v8XpHP52PUqFGIjIxEnTp1FBwdIYSQ6ow+kRCVRJXQSwsMDMSAAQOQk5Mjl/4mTpyI5cuXy6WvmmbgwIGYOHEi22HILC0tDf369cP9+/cZGe/y5cuUhE4IIaRaKZnUYWFhwWIkVRMVFYXVq1dX+Th3d3e0b9+ekk8IIYQQQohSunr1KjZt2oS5c+eyFkP37t0RHByMyZMnIywsrMK2mpqamDt3LlasWCHVqodVSUL/vipgSkoKxowZg2vXron2TZ06Ff/++y80NTWrHIuqKK6UmZ+fj549eyIsLEw0ocDNzQ1nzpxR6Pj5+fkIDg7GiRMnKm3btm1bGBsbIy0tDQDg7e2Nnj17VnhMeno6fHx8sG3bNsTFxUkc17Rp07Bz584alUAsEAiQmJiIV69e4fXr13j9+jViYmLw5s0bJCcnIzU1FQUFBQAAHo8HDQ0NcDgc8Pl85OfnV9p/WQnd1YVAIBB9b5UpKirCly9f8OXLF7x48QIARNXVhUIhCgoKwOfzRftr166N+vXro2nTpjA3N0eLFi1EXw0bNgSXy1XY96UM+Hw+Hjx4gMuXL1fa1tDQEDY2NlUqQCCt/v374+TJk0pVnIEphw8fxuzZs0utTnL79m3s2LEDkyZNwubNm6Gvry9xn9euXcPJkycBALVr12Z0ZWRltX37dty9e7dKx3z69AmjR4/GjRs3avy5R5E+ffqEq1evir3nZBqTibPDhw/HkSNHpFoZXdV5e3vD09NTrPAPANy8eRP//vsvfv31V/zzzz/Q0dGRuM+zZ8/iypUrAIB69erJNV5V9c8//yA8PLxKx3z48AHjx4/HxYsXa9TnAUIIIeIoCZ2oJEkqoRsYGOCHH35QfDDVwNWrVzF48GDk5ubKrU8nJye59UWUD5/Px+DBgxlLQAeAhIQExsYihBBCKpOUlCR2QdTc3JzFaCTH5/Ph7u4u8Q3jkr5+/YqZM2fi/PnzCoiMEEIIIYQQxfPy8kLPnj1ZLXRgY2OD0NBQXLhwAWfOnMG9e/eQnJyMnJwc1KlTBxYWFujduzfc3d1hYmIi9TjFCZ+V0dPTQ8OGDcX2jR8/vlQykLe3N+rWrYtVq1ZJHZMySUlJwcOHDxEWFib6t7h6YlFREYKCgsTax8bGKiSO58+f4+rVqwgICMDt27clLjLD4/EwdOhQ+Pj4AACOHz8Oc3NzLFu2TKxdXl4erly5guPHj+PixYtVqpgOAJ6envj777+rdIyyKCgoQFxcnFiieXR0NGJiYvDhwwcUFhaCx+NBU1OzwuRyPp8v13szyq6goKDMaxIFBQVISkpCUlISIiMjoampCR6Ph/z8fPD5fKipqaFBgwZo3bo1LCws0LJlS1GCetOmTVV2gsy7d+8QEBCAq1ev4saNG6WS8yryyy+/KDwJfcSIETh8+DAlVJZh/fr18PT0rLDNvn37cPv2bTx69EiiRPTCwkKxFSeGDBlCCX+VePv2Lby8vKQ69ubNm/Dx8aFVweWooKAAd+/eFb23iYyMFE3yUwQTExNER0cDYL7i+fcmTpyIvXv30sSRMixduhQrVqwo93mhUIgdO3bg1q1bCA0Nhba2dqV95ubm4o8//hBtDx06VC6xqrLo6OgK/x8qcvnyZRw9ehSjRo2Sc1SEEEKUBSWhE5Xz9etXfP36tdJ29vb2NWLm8u3btzFo0CCJlxiTVPEHNlIzLVmyBLdv32Z0zO8rRRBCCCFsevbsmdi2slRC37hxIx4+fCj18aGhoXKMhhBCCCGEEGYVFBTgl19+QXh4eJWq6Mkbh8PBoEGDMGjQIIWN8ejRI4na2djYiCWwPXnyBP7+/mW23bRpE5YtWwY1NdW7tRQeHo63b9+Kks6rWhBDXglUX758wfXr1xEQEIBr167JVJhj8eLFOHTokCjhd/ny5Th27Bg6d+4MDoeDZ8+eISoqqsqJ5wBgamqKvXv3ol+/flLHV518+fIFERERiIiIQFhYGB48eIC4uDgIhUKoq6tDXV0dBQUFpaqT8/l8ua0+S8R9n9RfVFSEuLg4xMXFISgoCBoaGigqKkJBQQE4HA4aNWqEH3/8Efb29rC1tYWtrS2j1W3lJSsrC0FBQaLEc1kmuMyYMQObNm1CSkqKHCP8xsDAAJs2bcKkSZPk3rcquHv3LhYuXChR29jYWPzxxx/Yu3dvpW23bNkiNsnMzc1N6hhrismTJ0v1d67Y/fv3KQldRjExMaKk85s3b8r0/1FVampqrBeP4XK52LdvHyZMmMBqHNXV1atXJU58joqKgpeXFzZv3lxp23Xr1okVrqTzZcUEAgHc3d0lWrGnPPfv36ckdEIIqcFU70ohqfHi4+MlamdlZaXgSNj34sULDB48WO4J6AAloddkRUVFWLt2LePjGhsbMz4mIYQQUp7nz5+LbbN9MVsSL1++xNKlS2Xqw9LSUk7REEIIIYQQwo6YmBjMmjVLomQvZSbpMurdunUT246Kiiq3bW5uLmJjY5VmEm5ZcnJyRInGJ0+eFO1fv349i1F9q4a7cuVKhIWFQSAQyKXPpk2bwtvbWyzpKSYmBjExMTL1O2rUKGzbto31iqLSEAqFeP/+vSjh/MGDB3j06BFSUlLA4/GgoaGBvLw8sUkFhYWFKCwsZDFq8r2ioiKxCQFCoRDx8fFISEjApUuXUFhYiKKiItStWxft27dHx44dRYnpjRs3rpaVoy9cuIBTp07h3r17cnu96enp4fjx43BxcZHra9jZ2Rn79+9H48aN5danqvHy8qrSudzHxwfjx4+Ho6NjuW1CQ0Px119/ibZNTEzQuXNnmeJUdd7e3ggMDJSpj5qyqrq88fl8TJ06FVevXkVcXBzb4UiMw+HIvTK7QCBARkaGXPtUJYsWLapS+3///Rdjx45F+/bty21z69YtrFmzRrTdvHlz2NjYSB1jTbBlyxaEhITI1AedLwkhpGajJHSiclJTUyVqp+pvglJSUtC3b1+kpaXJpT81NTWxi3qUhF5z5ebmKnRptPK0adOG8TEJIYSQ8ihbJfTiShayTE7U1NTE9u3b5RgVIYQQQgghsjExMZHqOB8fH7i6umLYsGFyjqh6+PLli1jlv4r06NFDbNvU1LTcthwOB2ZmZrKExprs7GyMHDkSV65cAZ/PZzucUs6dO6eQfsePH4/s7GzMnj1bpiTU4ur9CxcuRMeOHeUYoWIVFBTg4cOHCAoKwrVr1xAREYHMzExoaGiAy+WKfUbm8/nIzc1lMdrSuFwueDweuFwuOByOWPJ08TX6kv+WfCwQCMT2lae4Xw6HI1o9uORY3/9bciyBQAA+ny+3iROyEgqFYv+Hnz59QkBAAG7dugWBQICCggLor8l/QwAAIABJREFU6emhXbt26NWrF3r06IGOHTtCU1OTxai/uXbtmkL67d69O06dOoWxY8fKnATZrVs3LFy4EH369JFTdKopMTERwcHBVT7Oz8+v3CT0pKQkuLm5iVWoHTRoULWcUFFdvH//HvPnz5epj7Zt22LmzJlyiqhmKSoqUsoJn4sXL8amTZtkXuWkV69esLOzw99//w0A+Pvvv+Hh4VEt/t5UJ7GxsRJPnC0mEAhw7NixcpPQ4+LiMGzYMLG8FqqCXrFXr17hzz//lKkPe3t7TJkyRU4REUIIUUaUhE5UzpcvXyRqp8pVHHNzczFw4EC8fftWLv39/vvvKCoqwq5du0T73r59i7y8PGhpacllDKI82Lqg3LVrV1bGJfJRWFiIpKQkJCYm4sOHDygqKoKxsTEaNmwIc3Nz0Q0OQggpT1FREZKSkvDhwwckJiaioKBAdB6xsLBg/DxSMgm9du3aaNCgAaPjV9X27dtx9+5dmfpYunRptU+2J9UHn8/Hx48fkZiYiMTEROTk5MDIyAimpqb44YcfoK6uznaIKquwsFD0c09MTBS972rUqBHatGlD77tItRYaGoo5c+Zg6NCh+OOPP9gOhxCiBJo0aSJ6rKGhgYKCAomPnTp1Kjp27IhGjRopIjRWSfre39jYuFQl9B9//BENGjTAhw8fSrXv2bMnDA0N5RIj0y5duoSLFy+yHQYrfv31V9jZ2WHBggW4detWlY6tU6cOevTogX79+kFTUxMJCQnIzs5Gy5Ytq2UVZD6fj/DwcAQFBcHf319UVbq4wnmxqpwrqoLL5UJNTQ08Hg/At6RoPp9fagIAh8OBtrY29PT0oK+vD21tbWhra0NHRwc6OjrQ09ODrq4udHR0oKWlJXpeW1tbtK2hoQEej1fqqzhxvbyv4p9TWV/FSeVlfRUUFCAvLw+5ubnIzc0Ve5yTk4OcnBxkZWUhOzsbOTk5oueysrKQlZWFnJycUgnxxT+r4s8oAoEARUVFcp8oUvL/PisrC3fu3EFYWBhWrFgBNTU1dOrUCa6urujZsyfs7OygpqZat88HDhyIhw8fYsGCBTh//nyVigwZGBjAyckJAwcORK1atZCRkYFr166hSZMmaNWqFSVBlyEqKkqqQk5Pnz4tc39+fj6GDBmCxMREsf2UVFkxDw8PmSZe8Hg8+Pr6QkNDQ45RkerO2dkZI0aMwMKFC3Hp0qUqHWtkZIR+/fphzpw5sLOzQ15eHnx8fJCamorExETs3bsXv/32m4IiV07lnfekPS4nJweDBg3C58+fxfbT+bJ8QqEQkydPlmkipoaGBnx9fUXvMwkhhNRMqvUpmhBA4srfqlwJfcKECXjw4IFc+lqxYgX++usv7NixQ2y/QCDAy5cvYW1tLZdxCKmIra0tOnTowHYYpIoiIyNx5coVXLlyBffv3xebdV6Svr4+unbtigkTJmDQoEGUlEYIEXny5AmuXLkCf39/3L17t9yqbXp6enB0dMSECRMwePBghVcUyc/PF6vQUd0rQL158wZeXl4y9dGhQwd4enrKKSKiql6+fCn623/r1q1yK+9raWnBwcEBY8eOxYgRI6Crq8twpKpFKBQiIiIC/v7+uHLlCkJCQsp932VgYICuXbti4sSJGDhwoMolVxDlN3/+fNy7dw/h4eGYNWsW3cCqYXx8fODv7w8jIyP4+PiwHQ5RQsV/C3fv3o3MzMxK26elpWHMmDEICgpSuUla//33n0Tt3NzcSl2H0dXVxb59+zB06FBkZ2eL9puZmYkVKVE2slYArkx1T8Ts2LEjbt68iYcPH+LChQu4ceMGnj17JvZzMTAwgImJCXR1daGtrY3ExES8e/cOJ0+exMmTJ0v1aWpqij59+mDSpEno0qULk9+OiEAgQFRUFAIDAxEQEIDbt28jJycH2traYsk00q4KxuFwRFXThUIhCgsLRQnSHA4HBgYGqF27NurXrw8zMzPUr18fhoaGlX7p6emp3HmnMkKhEFlZWUhPT6/0KyUlBR8+fEBycjJSU1ORnp4uSurlcrnQ0NAAh8MRVTeXJuG3+DVRUFCAW7duITQ0FIsXL4aWlhacnJxESenW1tYq8X/VunVrnD17Fi9evMCZM2dw48YNRERE4OvXr6Kfn66uLkxNTUWTIL58+YKYmBhcunSpzGTMWrVqoWfPnnB3d4erq6tK/JzkQdrzTVZWVql9fD4fkyZNQkhIiNh+Q0ND9OzZU6pxaoJDhw7h8uXLMvUxf/58ui9ZQ7Vt2xYXL17E06dPce7cOdy4cQNPnjwRO1/q6enB1NQUZmZmcHR0xE8//QQHBwexaxhaWlqYMGECNm7cCOBbNfSpU6fSxIYS5Hm+LCwsxJgxY/D48WOx/SYmJujUqZNU49QEu3btqvIk1e8tWbJEpXOvCCGESIbuNhKVI0kSeoMGDZS2Yktl9uzZgxMnTsjcD5fLxY4dOzBt2jQAKLPqZXR0NCWh1yCKvlFTkVmzZrE2Nqma3Nxc+Pr6YtOmTXj9+rVEx2RmZoouZLdp00apb2gSQmSXn5+PgwcPYuPGjXj58qVEx2RlZcHf3x/+/v5o3ry5ws8j9+/fF7uZ3bdvX4WOJwuhUIgpU6aIJY9UFVWyIBXh8/k4ceIE1q9fj4iICImOycvLw82bN3Hz5k38+eef2Lx5M1q0aKHgSFVPbm4u9u3bh82bN+PNmzcSHZORkYGLFy/i4sWLMDc3x+7duxUcJSFVU/wZIi8vD48ePcKPP/7IckSESZGRkTh9+jTq16/PdihESdWtWxf//PMPZs2ahfHjx+PGjRuVHnP79m2sXr0af/31FwMRMkMoFEpc8Xv06NFl7nd1dUV4eDh8fHzw+vVrWFtb47fffkPt2rXlGapKUZZVHO3t7WFvb4+VK1cC+LbqWFpaGtLT0+Ht7Q1vb2+kp6dL1FdSUhJ8fX3h6+sLFxcXxq7pCYVC3L9/H35+fvDz80NaWlqppHNJqzkWVxMvLCwUTeTU09ODmZkZmjZtikaNGqF+/fqoV6+e2Ff9+vVRu3Zt+pxcBRwOB/r6+tDX10fDhg2rdCyfz0dqaipSUlJKfX38+BHv37/Hu3fv8OHDB1FimpqaGtTV1UVV3CtT/JrJzc3F1atXcfv2beTl5cHQ0BC//PILRo0aVfVvuhoyNzeHl5eXqFiBQCBAWloa8vPzceTIEWzduhWvXr2SqK8vX77g1KlTOHXqFNq3bw9vb29Fhq40pF0lwszMTGy7sLAQo0ePLnMSUP/+/amYTzk+fvyI2bNny9SHhYUFli1bJp+AiNKysrKClZWV6HMCn89HWloatLS0oKenJ1EfHh4e2LRpE4RCId6/fw9fX194eHgoMmylIu358vuVrPLy8jBs2LAyJ0wNGjSIJkmVIy4uDgsWLJCpj/bt28vcByGEENVASehE5UiShK6qM/GeP3+OOXPmyNyPhoYG/ve//2H48OGifZaWlqXaRUdHyzwWUR7fL/XHFFNTU4wcOZKVsYnkcnJysGnTJvz777/49OmT1P3ExMTA2dkZ48ePl2N0hBBlkJeXhy1btmDr1q34+PGj1P28efMGrq6uCj2PBAYGih7zeLxqXQnd29tbLF5p/Pnnn2jbtq2cIiKqgs/nY8+ePVi/fj3evXsndT9JSUkYOXIkvd+rguzsbGzcuBHbtm0rtbxsVbx48QI9evTAuHHj5BgdIfITFBRESeiEEKk0aNAA165dw6ZNm7B48WLk5+dX2H758uVwdnZG586dGYpQsR49eoSkpKRK27Vv377CKqqtW7fGP//8I8/QVIqpqSlsbGxgY2MDOzs7DBkyhJFx9fT0YG1tjXv37smlv4SEBCxfvhx+fn7lrj4miatXr8LW1ha9evWSS1zfEwqFePLkCY4ePYqDBw/i48eP0NDQECUXl5d0zuFwoKmpiaKiIhQVFYHD4aB27dpo3LgxWrZsiebNm6NJkyZo3Lix6F99fX2FfA9EejweTzQBoDKZmZlISEhAXFwc4uLiEB8fjzdv3uDVq1eIj4/H58+fIRQKwePxoK6ujoKCAggEglL9FFdnTU9Px/79+7Fnz55qseKBpqYmHBwcZK5aWiwjIwMbNmzArl27JJ6AUpbw8HA4ODioTLK+LCwsLFCnTp0qf153dnYWPU5ISMAvv/yCu3fvAgDq168PR0dHnD59GsC3lUxI2aZPny7xqull4fF48PX1VfhKm+T/NW7cGDo6Onjx4gXboVSIx+OhTp06VTqmVatW6NatG27evAkA2L9/PyWhl9CuXTvo6+tLtIpVST169BA9fvPmDUaMGIGwsDAA315P1tbWokm5dL4s35QpU8qsKi8pdXV1+Pr60kqbhBBCAFASOlFBklwkUcUk9Ly8PIwcOVLiCh/l0dPTw9mzZ0tdLDYxMYGxsbHYB3dKQq9ZZLkAKS0Oh4MDBw7QxZ5qLigoCJMnT5a4AmdlhEIhDhw4IJe+CCHK4c6dO5g0aZLElc8lcfDgQbn19b2SSd0ODg6oVauWwsaSRV5ensxVKNq1a4dFixbJKSKiKp48eQJ3d3c8evRIbn0eO3ZMbn2pshs3bmDKlCl4+/atXPoTCoUKPV8SIovAwECqpkQIkRqHw8HcuXPRu3dvjB49GlFRUeW25fP5GDVqFB4/fqwSq2deuHBBonYLFy5UcCSqw9jYGHZ2dggPD8eXL1+gq6vLWMEODocDW1tbuLq6wtXVFZ07d8azZ89ga2srU78CgQDbtm3D4sWLZVo5q6SMjAyJX3+Sio2NxdGjR3HgwAG8ffsWmpqaooklJatb83g8aGhoID8/HwKBADo6OmjVqhXatWuHtm3bwsLCAubm5mjcuDFVD1Zx+vr6sLS0LLOwEvCtunRCQgJevHiB6OhoPHv2DJGRkXj58iWys7PB5XKhqakpVh2/+LUmFArF+rpz5w5evHgBc3NzhX5P5ubmonNAt27dIBAI5DJZ4vz585g+fbpEE5ckUVRUhMOHD8ulL2WmqamJKVOmYO3atRIfY2pqiilTpoDP58PX1xcLFizAly9fAHyrkB4YGIhhw4YBALS1tat1QQw2BQYG4ty5czL1MWfOHHTs2FFOEZGy6OjooFu3bqLzmrm5Of7880+sXr2a7dAUYtiwYaIk9NDQULx69QotW7ZkN6hqQk9PDxMmTMC2bdskPqZ58+YYO3YsCgsL4e3tDS8vL9Fq7k2bNkVgYCC6desGADA0NKxw0m1NduHCBVy7dk2mPhYvXgxra2s5RUQIIUTZURI6UTmVVbYBVDMJfe7cuXj69KlMfdSpUwdXrlxBhw4dynzewsJCrMIKJaHXLJIsWSlv8+bNg4uLC+PjEslkZWVh3rx58Pb2LnUBnhBCJJGbmwtPT0/s2LFDac4jWVlZCA0NFW3369ePxWgqlpycLNMkMqpkQb5XVFSEVatWYc2aNTJVSSRVl5mZiT/++AM+Pj5sh0IIY4KCgvDp0yfUrVuX7VAIIUrM2toaYWFhmDFjBvbt21duu7i4OEydOhXHjx9nMDr5EwgEEk0wa9WqFYYOHcpARIpx6dIlnD17FgAwc+ZMuSY/GBkZwc7ODnZ2dujQoQPs7OzQvHlzAN8m6RYnBcpDeVWV69evDxcXF7i6uqJ3794SVX+uitjYWEycOFFUYbcqTExM4Orqih9++AFNmjRBfHw8zpw5g/v37wOAKGlXFnl5eThy5Ai2bNmCqKgoscTz/Px8qKmpgcfjIT8/H3p6emjbti1sbW1haWkJCwsLWFpawsTEpFpUrSbVj7q6Opo3b47mzZujb9++ov1CoRDJycmIjo4WS05/+vQpMjMzxSrvFwsJCRFNcJg1axbGjRsHHR0diWMp7zVqZGQEZ2dnUYJm48aNxZ6XpWopAKSmpmLGjBkK+ZunLNf3FO2vv/7CxYsXJb5vO3XqVHh7e2Pv3r2IiYkR7be2tsbp06chFApFE+pcXFygq6urkLiVXWxsrEzHt2nTBitXrpRTNDVTeec1a2tr0TnN0dGxRhUfc3Nzw++//y46Px45cgRLly5lOarqY/Xq1fD395f493fatGnYunUrvL29xYqjdejQAadPn0ZycjISEhIAAP3796fJh+WQ9XxpY2MDLy8vOUVDCCFEFVA2AVE5kiTKqloS+p07d7Bz506Z+mjSpAkCAgLQpk2bctt8n4T+8uVL8Pl88Hg8mcYmykFLS4vR8RwdHVV21rsqSE1NxU8//YSHDx+yHQohREl9/foV/fr1k9sS4kwJCgoSS76tzknoDRo0gJmZmdQV+hYuXIh27drJOSqirPLy8vDzzz/jv//+YzuUGufTp0/o06cPwsPD2Q6FEEYVFhbi8OHD+OOPP9gOhRCi5DQ1NeHj44MGDRpgxYoV5bY7ceIEXF1d4e7uzmB08hUQEID4+PhK282fPx9cLpeBiBQjIiJCNKlg8ODBEiWhV5YYOm/ePHh4eKBFixaMJS936dIFtWvXRmZmJrp06SJKzrKxsVFYDA8ePEDfvn2rlExvYGCAUaNGYcSIEejatWup1868efOwZMkSscQ9aQqaJCcnY+fOndi6davYhGoOhyP6at26Nbp3745OnTrBwcEBrVq1omRzIhccDgcmJiYwMTFBjx49RPuFQiFev36NkJAQTJkyBXl5eWLHAMCLFy8wffp0eHp6YsaMGfjtt9/QoEGDSsds3749GjVqhA8fPsDe3l50DujYsaPC7rvFx8fDxcVFLNGZyJ+2tjauXLmCAQMGICIiotL2y5cvF9vmcrmYO3cuVq1aBQ0NDfz999+i59zc3OQer6qwt7cHh8ORajIEl8vF/v37Gb8Xqmr69OmD6Oho6Ovro3fv3nB1dYWLiwtMTU3ZDo01ZmZmcHBwEE3Y8/PzoyT0EvT19REQEID+/fvj+fPnlbb39PQU2+bxePDy8sKSJUugpqaGXbt2iZ6j82X57O3tpT5WTU0Nvr6+lOBPCCFEjPJeZSSkHJJc3CyuXKIKhEIh5syZI1MfTZs2xZ07dypMQAdQavnC/Px8uS0DT8omr2UQ5aFOnTqMjdWjRw9cuXKFPrxUU+/fv4eTkxMloBNCpPbx40d069ZN6RLQgW+JKcWsra2r9XKDampqOHLkiFSVzNu2bYs///xTAVERZZSRkYE+ffowloBOVdb/X0JCApycnCgBndRY+/fvZzsEQogKWb58OXbv3l1h8vXMmTOVOjFv7969lbZp2LAhxo8fz0A01YubmxvWrFmDyZMnY/v27QgNDcXGjRtFz9vZ2aFly5aMJjR3794dnz9/RmZmJgIDA7FgwQK0a9dOYTEEBATA2dlZ4gT0Zs2aYfPmzUhISMCuXbvQvXv3cn9/li1bhlatWom2SybqViYxMRHTpk2DiYkJVqxYIUpANzQ0RL9+/bBs2TIEBQUhIyMD0dHR2LVrF8aNG4fWrVtTAjpROA6Hg5YtW2LMmDGlqk87OTlh0KBBqFWrFoBvK1itW7cODRs2xMSJE0WVWMvTqlUrxMfHIzc3FyEhIVi+fDk6d+6ssAT06OhodOnSRan/zimTBg0a4M6dO1i6dCn09PQkOobH42HQoEG4ffs2/vnnH2hoaAAATp8+DeDbtb4BAwYoLGZl1759e6kr886cOROdO3eWc0Q1z9q1a5GVlYXk5GT4+flh/PjxNToBvVjJFYhevnyJsLAwFqOpfpo1a4aQkBAsWrQI2traEh2jrq6OYcOG4f79+1ixYoXoHsiZM2cAfJsM1KdPH4XFrOy6du2KWbNmSXXswoULYWtrK+eICCGEKDuqhE5UTmVJ6BoaGiq1lPPhw4dl+qDSoEEDBAYGomHDhpW2tbCwKLUvOjoaLVu2lHp8Ii4/Px/BwcEICAhAQECAxEv1MaFRo0aMjKOmpoajR49KfFGOMCs5ORmOjo6Ii4tjbEx5LONLCKk+Pn/+DCcnJ7x69YqxMXNzc+XST15eHs6fPy/anj59ulz6VaTu3btjw4YNmD17tsTH8Hg8+Pr6im50kZotNzcXvXr1YnTyWXJyMmNjVWdJSUno0qVLpYkL8sTn8xkbixBJPHv2DCEhIXBwcGA7FEKIivDw8IBAIMCvv/5a5vPZ2dkYPXo0QkJCpJrMyaaPHz9KNGlw27Zt1e69fk5ODry9vQEALVq0UEiCnba2NhYtWiS278GDB3IfRxpM/H8EBARgwIABEk34bN26NZYvX47hw4dLnAzL5XLh4OCA2NhYAJJdz3v//j1cXFwQHR0t2mdubo5hw4ZhwIAB6NChg1JX7Ceq78cff8S6desgFAoRHh6Oixcv4uTJk3j27BkOHDiAAwcOoGnTpggMDESzZs3K7YeJc0BMTAycnJyQmpqq8LHI/9PR0cGyZcswZ84cnDp1CpcvX0Z4eDjev3+PoqIicLlc1K5dG1ZWVujRowfc3d1hZmYm1kdCQoLoPnC3bt1Ekx5I2VasWIHIyEhcunRJ4mNatmyJNWvWKDCqmkXZ3kMzYciQIZg3b55o+8iRI+jQoQOLEVU/+vr6WLNmDebPn48TJ07gypUriIiIwIcPH8Dn88HlclGnTh1YW1ujV69emDBhAurXry/Wx7Nnz/Dy5UsAgIuLS6nJY0Tchg0b8OTJEwQFBUl8TNu2bfHXX38pMCpCCCHKit4BEpVTWRK6iYmJylTHyMnJkXpGNwDUq1cPN27cqPDiV0nfV0IHviWh06x72URHRyMgIABXr17FrVu3kJOTw3ZIZWLqokFRURHOnTsHDw8PRsYjkhMIBBg1ahSjCejAt0Q0c3NzRsckhCiGUCjE2LFjGU1AB+SX0Hr58mVkZmYC+LYc+ZgxY+TSr6LNmjULEREROHjwoETt58+fTxfBicjvv//O+Oonnz9/ZnS86ojP52PkyJGMJqADwKdPn9CiRQtGxySkMps3b8bx48fZDoMQokKmT5+OL1++lLvyz6NHj7Bq1SosW7aM2cBktH379koTfwcPHozBgwczFJHkMjIyRKt9Dho0iK43y9n79+8xZsyYShPQGzZsiKVLl2LChAlSXQsurmAOfLuOWBGBQCBW9GTHjh0YMGAAY4VQCJEnDocDOzs72NnZYenSpUhMTMTFixfh4eGBd+/eoXnz5sjNzYWWlhYr8eXm5mL48OGMJ6BTcZn/Z2hoiEmTJmHSpEmifdnZ2dDW1q50ss3Zs2chFAoBfFvVg1SMy+XiyJEj+PHHH0XJqBXhcDjYt2+fxNWXCZFGs2bNYGpqKloB/cKFC9i8eTPLUVVPxsbG8PDwEOUJCIVC5OTkQEdHp9Icn+Iq6ACdLyWhpqaGEydOoEOHDhLd+6fiRYQQQipCJQSIyin+IF6eBg0aMBSJ4v3zzz/48OGDVMfq6+vj6tWraNOmjcTHNG7cuNSM0ZJVSohk0tPTcerUKUyZMgVNmjSBpaUl5syZgytXrlTbBPSSFFF9pmXLlmKvRT8/P7mPQWS3fPlyBAYGMj4ufZglRHWsW7cO/v7+jI+rrq4ul35KJsBNmzZNqVbt2L17N+zt7SttZ2FhoXTJNkRxDh8+jH379jE+LlVMApYsWYLbt28zPi697yLV0enTp/H27Vu2wyCEqJjFixeLkp7Lsm7dOrx79465gGSUlpaGbdu2VdhGX18f27dvZygiUl0UFRVh5MiRFU701NDQwF9//YXY2FhMnjxZqvfj7969q9LnfS6Xi7CwMKSnp0MoFOLXX3+lBHSiMszMzDB16lQIhUJkZmYiNDSUtQR0AJg5cyYrq+5KupJCTaWrqyvR/bbipEoOh1MtJ5JVR4aGhjh//jwMDAwqbTtjxgx07dqVgahITWdnZyd6/ObNGyQmJrIYjfLgcDjQ1dWVqMhk8flSTU2NJrVKqE6dOjh37pxEE3GoeBEhhJCKUBI6UTmVvUH6flkeZfX161ds2LBBqmO5XC6OHj0KGxubKh3H4XBKJa1TEnrVbdiwAcOHD4ePjw/i4+PZDqfKdHV15fZ7ZGRkhMWLF+Px48cYP368aH9wcLBS/mxUWXEVMDYYGxuzMi4hRL6ePn3K2jJ9derUkbmP3NxcXLx4EcC35A1PT0+Z+2SSlpYWzpw5U+Hf8OJKFpqamgxGRqqrjx8/Yvr06ayMLY/fWWX24MEDrF27lpWxDQ0NWRmXkIrw+Xxs3LiR7TAIISpo/fr16NWrV5nP5efnY+HChQxHJL3NmzcjIyOjwjZr1qxRqQItRDJbtmzB3bt3y32+S5cuiIiIwIoVK6ROks3MzMSQIUPEVqmVJPnUzs5OogRBQpSZnp6eREUBFOXKlSvw8fFhZWxVWZWaTZ8+fcKdO3cAAD/++CP9Ha8Cc3NzHD58uMLXYfPmzbFu3ToGoyI1WckkdACi320iH2/fvkVkZCQAoFu3bqhVqxbLESmPdu3aVVqIxtLSkooXEUIIqRCVFyMqR0dHp8Lnv6/kLU8vXrwotW/q1KkKqSYXExOD7OxsqY5t164djh49iqNHj1b52LS0NLHt8PBwjBkzRqo4ahJpK9aXFBISwurPOjw8HACQl5eH3r174969e/j48aNUfWlra8Pc3BytWrXCu3fvMHXqVLEbZUKhEIMHD4alpaVcYieyCw4OrnQZXUVZsGAB9PX1WRmbECI/9+7dA5/PZ2XspUuXwsjISKY+Pn36JFqxpEmTJpg1a5Y8QmOcjY0Nrl+/XuY5vXXr1ti2bVulFRRJzRAZGSn15w1ZHTp0CNevX2dl7Org9u3bla7wpSjz5s1T6Gdmtny/4tSNGzeUqrptTfL9NYdie/bsQVJSEi2RruIePnwI4NsKcnStiUgqISFB9HjhwoVVft9vZGQEHR2dMlcnPH78OL5+/VrtJ8gVFBTg3LlzFbapW7cu7t+/j5CQEIaiqprc3FzR40ePHlV6DoiKihI93rhxI44dOybVuDExMaLHO3bsEE08Lk9x0Yz8/HxWz1Ml/14eP35f/Ra3AAAgAElEQVRc7OdRkkAgwPnz58t8jsvlwtbWFk2bNsWaNWukjkUgECAoKKjUdWKBQEDncqJysrKyxLaDgoJYeZ0XFRWJHt+8ebPCGK5du8ZESGWSdmUF8v9evXolup5aUFBA51UpWFlZ4cmTJ2U+17x5c3h4eDAcESnL48ePRY89PT0ZnaT26dMn0ePVq1crbOLO97kCS5cuxYULFxQyVk1UsnBiRkYGnS+lYGFhUWYBSg6Hg0aNGmHSpEksREWI/CQnJ4ttl7weQAiRHUfI1p1NQhRk+vTp2L17d7nPT5kyBd7e3goZe9SoUVIldhNCCCGEEEIIIYQZjRs3ppWXCCGEEEIIITKhzxWEEEIIIYQop9atW1MiOiFyxGU7AELkrbJK6FQ1ixBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQ6dEaWETlVLZ0uKampsLGdnBwKFUJPSYmRu5LRs2YMQNnzpyp0jHq6uq4dOkSrKysqnRcaGgovLy88OzZsyodVxZHR0d4enrC3t5e5r6UzbVr1zBu3DiZ+hg0aFCFVf4Vbfny5di9ezcMDAwUNiPw/v37GDJkiGh73rx5mDt3rkLGIpJzcXHB06dPWRv/3r17aNasGWvjE0JkN3DgQDx8+JC18YOCgmBubs7a+NVRYWEhhgwZgrCwMABAr169cOjQIXA4HJYjI9WBh4cHq8vB+vn5oUePHqyNzyZnZ2c8f/6ctfFDQ0PRqFEj1sZXlDZt2iAjI0O07ebmhoULF7IYESmPra0tPn78WO7z9vb2tFy1CvPy8oKvry/q1q2LJ0+esB0OURL+/v6YOHEiANne9/P5fPTt27fM117nzp1x+vRpmeJUlJEjR+LWrVvlPr9ixQpMmTKFwYikk5KSAhsbGwBAnz594OvrW2H7LVu24O+//wYAHDp0CL1795Zq3P3792Px4sUAgF27dmHw4MEVtu/VqxeePXsGHR0dvH79Wqox5eHZs2fo1asXgG/nzt9//71Um8zMTJibm0MgEIj2NWnSBP/99x/q1q0r9diFhYXYvn07Nm/ejMLCwnLb0bmcqCJLS0ukpaWJtgcOHCg6hzApOzsbLVu2BPBtheaNGzeW2a5du3ZITk5mMjQxr169qvSeLSnfmTNnMGPGDADA7NmzsWDBApYjUm5v3rzBTz/9JLo2sG7dOowfP57lqEixdevWYevWrQCA4OBg0TmOCaGhoRg0aBAA4PTp0+jcubPCxmrRogVycnJE22/fvoWWlpbCxqspDh48KLrOt3jxYvz2228sR6TcoqOj0b9/f9Frddu2bRg2bBjLUREiu06dOuHdu3ei7Y4dO7IXDCEqiJLQicoxMTGp8PmCggKFja2hoVFqX7169WBkZCS3MT5//oxLly5V+bilS5dW6WJ8RkYGPD094e3tDaFQWOXxynLnzh3cuXMHLi4uWL58ORwcHOTSrzIwNjaWuK2+vj569uwJV1dXuLi4iD5oa2lpVfr6VqTii4UcDkdhcTg7O4PD4Yhec+Hh4ax+z+QbNpYh0tfXR2ZmJoBvN63odUCIcnvx4gXjY+rp6SErKwsAUKdOHTqPlOHChQuws7NDUlISrl+/jr1792LJkiVsh0WqgdjYWMbH1NDQEH1WMzY2rpG/swKBgJX3XQYGBqKbsKr6vuv7CTZ6enoq+X2qAh6PV+HzDx8+xPXr1zFmzBiGIiJMKl7dkMvl0u8okVjJ666yvu8/dOgQOnTogKKiIrH99+7dQ0pKCqytraXuWxGOHz9eYQL66NGj8ddffzEYkXxoampW+v+op6cneizLe8eSxWOMjIwq7UdN7dstNUVeH5VEyQlb+vr6Zcby9u1bsQR0Y2NjXL9+XaakruDgYHh4eCA6OrrcNiYmJvj48SOdy4lK4nLFFxjX1dVl5XVefL0L+Lb6c1kxfPr0iZUE9Nq1ayM1NRUAUL9+fbHzNamawMBA0eOxY8fSOVVGJiYmOHr0KAYMGACBQIAlS5aga9eu6NSpE9uhEYi/t2P6Wn6tWrXEHitybGNjY7EkdKFQSL/bcnD9+nXR43HjxtHPVEYmJiY4ePAghg8fDgBYsGABHB0d0a5dO5YjI0Q23193Liu/jxAiPW7lTQhRLo0bN67w+dzcXIYiUYxz584hPz+/Ssd07NixSlXeYmJiYGNjgz179sgtAb2kq1evolOnThg1ahSys7Pl3r+y4XA4sLOzg5eXF27duoXU1FScO3cO06dPR4sWLdgOj1EGBgZo1aqVaDskJKTCijpE8dLT0xU6eacsHA4H06dPZ3RMQoji5OfniyaVMKm4UhApn6mpKc6cOSO60LJs2TKcP3+e5ahIdfDp0yfGxyyremNNk5aWBj6fz+iYHA4H06ZNY3RMQmT122+/IS4uju0wCCEqyMbGBp6enmU+t337doajqVhqair++OOPcp93cnLC3r17GYyIVDfFSaDFFi5cKHUC+vv37+Hu7o5u3bpVmIBuZGQEFxcXqcYghMjX9+cAJqirq8u8IjD5Jjc3F/7+/gC+rWLRvn17liNSDX379sXKlSsBfCtaN3ToUCQmJrIcFalJvi9cyOZqFaoiLS0NN2/eBPBtxZLWrVuzG5CKGDZsGBYtWgQAyMnJweDBg1m5Z0AIIUR5UBI6UTmVLR2u7EnoxRcdJMXhcPDvv/9WWk2s2IMHD+Do6Ci2DImiHD16FJ06dWJ16VKmlJxFDXybQTpu3DgcOXIEycnJCAsLw+rVq9G1a1eoq6uzFGX1YGdnJ3qck5ODx48fsxgNYWMG6KxZs2Bra8v4uIQQxVBTUytVKUrRpk2bVqNWXJGFg4MDdu7cCeBb5ZWxY8fi+fPnLEdF2Mb03/8BAwZg5MiRjI5ZHbHxvmvu3LmwsrJifFxCZJGeno5Ro0YxPmmDEGUlEAiwc+dOTJ48GWvWrGFlgqgy+fPPP8sscnLy5EnGJ+mXRygUYvz48eUmTbVv3x4XL16EtrY2w5GR6kRTU1NsuyqrpBb7/Pkz5s6di1atWsHX17fSgjU+Pj7Q19ev8jiEEPlj4z7TmjVrKi0URiTj7+8vKuLl5ubGcjSqxcvLS1TdNykpCW5ublUu/kaItAwNDcW2KQlddhcuXBCtZDVkyBCWo1Etq1atQt++fQEAcXFxGD58eKlVwwghhJBilIROVI4qV0IvKioSW05IEj///DN+/PFHidoGBwfD2dkZnz9/liY8qTx9+hT29vYICAhgbEw2dO7cGdevX8euXbsQGRmJxMREHDx4EKNGjULdunXZDq9aKZmEDgBRUVEsRUKAb8t5MvkaHTlyJNavX8/YeIQQxePxeGjQoAFj47m5uWHr1q2MjacKJk2aJFqBIjMzE4MHD8bXr19ZjoqwqUmTJoyN5eTkhP/973+MjVed6evrw9jYmLHxRo8ejbVr1zI2HiHydO/ePaxYsYLtMAhRCtevX8eMGTOwb98+LF68GHv27GE7pGpNW1sb//zzT6n9X79+xbVr11iIqLT169fj0qVLZT5nYWGBgIAAGBgYMBwVu1JSUnDhwgWsW7cOd+7cYWxcgUCAqKgo3Llzp9olZHz/nj4+Pl7iYz98+IBFixahefPm2LRpE/Ly8io9ZtOmTRg6dGiV4ySEKIaZmRnU1NQYG2/WrFmYO3cuY+OpujNnzogeUxK6/Pn6+oom5IeGhtIKcYQx30+mz8nJYSkS1UHnS8Xhcrnw8/MTrWJ/69YtzJkzh+WoCCGEVFeUhE5UjrGxcYXVNlJSUhiMRr4eP36M9PR0idtraGhInFSQkJCAoUOHimbWMyktLQ19+/bF2bNnGR+bSc7Ozpg2bRpsbGzA4XDYDqfaatiwodh2RUu8EmY4OzszMs6kSZNw5MgRRi+OE0KYwdR5ZOzYsTh58iQr1YSVSUpKCvbu3YupU6di4MCBGDVqFHR1daGrqwsAiI2NxciRIyEQCFiOlLCFqd9ZV1dX+Pv717gkqYow9bP38PDAoUOH6H0XUWqrV69GcHAw22EQUu0lJCRUuE1KGzFiRJkrK508eZKFaMTdu3cPixcvLvO5pk2b4tq1a6hTpw7DUTErJycHHz9+FG2PGzcO9evXx6BBg7Bo0SJ069YNSUlJCo0hPz8fPXv2hJGREaysrODk5ISff/5ZoWOWxOVyoampCU1NzXLfz7Vu3VrsOuvGjRsr/YwXFhaGMWPGoFmzZli3bp1EKydwuVx4e3tTQgohDOJwOKJzQHkVz7W1tdG5c2dG4lm8eDG2bNlC973kpLCwEBcvXgQA1KtXD46OjixHpPyePXuGNWvWYNy4cejXrx9mzpwpVhDrwIED+Pfff1mMkKirq4vOa0yvqsqk7/MwJJnoR8qXnZ2Nq1evAvg2AbN9+/YsR6T8Hj9+jJUrV2Ls2LHo378/5s2bJ1bwcvv27di/fz+LERJCCKmu6G4jUUlt2rRBWFhYmc8p+gK0Ij169KhK7adPn45mzZpV2i4vLw9ubm749OmTtKHJTCAQYOzYsbh37x6sra1Zi4Owz8jISGz7xYsXLEVCirm7u+PYsWMK65/D4cDT0xNr166lC9WEqCh3d3ccOHBAoWPMnj0bmzZtovNIBVJTU7F06VLs2bOn0ip9AQEBWLhwYZlVIInqGzduHNauXVuqOo88/fLLLzhw4ABNGvmOu7s7Tp06pbD+ORwOFi1ahNWrVytsDEKYwufzMWbMGDx+/LjU50hCyP/7PomDJiBJZtGiRRg0aJDYvvPnz0MgELCWGBMdHY3BgweX+V6+WbNmuH79OqOrUDEhPz8fkZGRCAsLE31FR0eLvU9NS0sTO0YgECA9PR2mpqYyjZ2dnY1Hjx7hwYMHoq/3798D+LZiaVBQkFj72NhYmcarCmtra4mSliZOnIiVK1cC+LYKqpubG/bv34/atWsD+Pa39OnTpzh16hROnjyJly9fVikOXV1d+Pj4YOTIkVX/JgghUtPV1ZXoHDBp0iTcvn1bYXGoqalh7dq1mDdvnsLGqIkCAwNFKxQOHDhQpRNyFS0yMhLz5s3DjRs3Km07d+5ctG3bFj179mQgMvK9pUuXYunSpWyHoXBZWVli2/n5+SxFohouX74s+ntIVdBlExoairlz50q0qtT06dNhYWGBTp06MRAZIYQQZUGfWohKsrW1Lfc5ZU5CLy+xvixcLhezZ8+WqO2iRYuqnOCuCNnZ2Rg4cCCryfCEfd8nD3z48IGlSEix3r17o1evXgrpu2nTprhx4wbWrVtHiaOEqDAnJyf0799fIX03bNgQAQEB2Lx5M51HKhAdHQ17e3vs2LFD4mXi169fDz8/PwVHRqqjVq1aYcqUKQrpu3bt2jh69Cj8/PwoAb0MP/30E7p3766Qvps3b46bN29SAjpRKfHx8Qo7XxGiKr5PXOLxeCxFolwGDBgACwsLsX1fv37Fs2fPWIknNjYWzs7OZV43bdeuHe7du4fmzZuzEJn8xcbGYsqUKbC1tYW+vj4cHBzw22+/4cCBA4iKilLYRMnXr19j3759mDp1KmxsbGBoaIhu3brB09MTp0+fFiWgl0coFCokLln88ccfqFu3rmj7woULMDU1hbW1NWxsbKCrqwtbW1usXr26ygnoTk5OePz4MSWgE1KNjR49Gm3btlVI35aWlrh//z4loCvAmTNnRI8pqVJ6R44cQceOHSVKQAe+TTD7+eef8fbtWwVHRmoqgUCAxMREsX00yUQ2dL6UDx8fH3Tp0kWiBHQAKCgowNChQ0u9ngkhhNRs9K6GqKSKltrJyspCRkYGg9HIz+PHjyVu26dPHzRt2rTSdtHR0di+fbsMUclXXFwchg4dKnFyFFE93yehl1xel7DHz88PTZo0kVt/PB4PHh4eePLkCXr06CG3fgkh1dfBgwfRsmVLufXH5XLh7u6OqKgouLi4yK1fVZSYmIiePXtKdRNl8uTJCA8PV0BUpLrbvHmz2FKb8uDm5oaoqChKVKnEsWPH0KhRI7n1x+Px8Ouvv+Lx48fo2rWr3PolpLo4deoUfHx82A6DkGqLktClw+FwMHfu3FL77927x3gsb9++hbOzc5nFVXr06IFbt27BxMSE8bhk9eLFCxw+fBgzZ87EwIEDRfufP38OHx8fREZGorCwUO7j5uTk4O7du9i6davYyn9//vknJk+ejL179+LJkycKXRWIKUZGRjh79iw0NTVF+woLC/H06VM8efJEquqb+vr62LRpE27evIkWLVrIM1xCiJzxeDycO3dOtPqBPGhoaMDT0xPh4eHo0KGD3Pol3wgEApw/fx4AYGBgAGdnZ5YjUk7nz5/H2LFjUVBQUKXjUlNTMXjwYGRnZysoMlKTJSQklHpN6ujosBSN8svPz8elS5cAAPXq1YOjoyPLESmno0ePYsqUKVXOzUlKSoKbmxtV8yeEECJCSehEJVWUhA58u8CtjN69eydx2+nTp0vUbvbs2dUu4Ts4OBi+vr5sh0FY8n0SekpKSrWsJFTT1K1bF8HBwbC3t5epH01NTXh4eCAmJga7d++Gvr6+nCIkhFR3tWrVwq1bt2Reok9DQwOTJ0/GixcvsG/fPhgaGsopQtU1ZswYqSd15ebmws3NjVaqqYG0tLQQEBCAfv36ydQPj8fDiBEjEBERgTNnzihlghTT6tevj+Dg4Eo/11ZGS0sL06dPR2xsLHbs2AE9PT05RUiI4kh7jpg1axZiYmLkHA0hqoGS0KXn5uZW6ufFdBJ6SEgIOnfujISEhFLPDR8+HP7+/jAwMGA0JnkYN24cLCwsMG7cOGzbtg0PHz5U+JhZWVno168fDAwM4OjoiNmzZ+Pu3bsKH5dtXbp0wbVr12R+H163bl2sWrUK8fHxmDNnDlXuJERJtGjRAsHBwTA3N5epHz09PcydOxdv377F33//LTa5hcjP3bt3kZycDADo27cv/ZylkJSUhHHjxkl9X/HJkyeYOHGinKMiBIiKiiq1j5LQpXf9+nVkZmYCAAYOHEjvTaXw7t07TJ48WerjQ0NDMW3aNDlGRAghRJmpsR0AIYpgbW0NNTW1cpOrnzx5IveqfoqWl5cncfJP48aN0bdv30rb3bx5E1evXpU1NBEHBwekpaUhJSUFaWlpMvW1YsUKjBs3ji6w1EAcDkdsu7CwEPn5+dDS0mIpIlKsUaNGCA4Oxq5du7BhwwZ8+PBBouO4XC4sLS3Rtm1bWFlZITMzE7t374axsTEaNmwIe3t7mJubl/q/J4SoHjMzM9y6dQu7d+/G+vXry0ykKAuHw4GFhQWsrKxgZWWF7Oxs7NmzR+w8YmFhQeeRMly+fBlBQUEy9REfH49hw4bh+vXrUFdXl1NkRBkYGRnhv//+w6FDh7B27doqJXi2bNkSVlZWaNeuHQoLC3H48GH8999/MDU1RYcOHWBlZUVJcBVo0qQJ7t69i507d2LDhg1lVj4tS1nvu3bu3AljY2M0atQI9vb2aNOmDZ0vSbXVtGlTPHr0CHXq1EF2djZyc3MlOi4nJwe//PILQkJCoKGhoeAoCVEu39+MV1OjWwKSqlWrFuzt7RESEiLa9+DBA8bGP3jwIDw8PEpVl+NwOFi0aBFWrlyplMkWeXl5+N///sf4uJcvX8bly5cZH7c6cHJywuPHj/H3339jz549Eld41dLSgo2NDaysrNCiRQukpqZi3bp1qFWrFlq2bAkHBweYmZkpOHpCiKwsLCzw8OFDbPk/9u47rKnz/R/4Owl77+kGrAMExb0VEItWxbqwVuteqLjbj3trbdXWQZ1174kWtVpRcYPiQESRIcqWvSHj94df8yMQIAkhJ4H7dV1cctbz3MFwODnnfu5n2zZs27YN6enpEh2npqYGR0dHODo6olWrVsjOzsa2bdtgbGyMxo0bo1OnTjQjgpydP39e+L23tzeDkaiudevW1XhG9DNnzmD9+vX43//+J6eoCAGuX79eYZ2ZmRkDkdQNdL6suZUrV6KgoKBGbRw8eBBt27bF7Nmz5RQVIYQQVUV3nEmdpKWlhXbt2uHJkydit798+VLBEdXcx48fJR61PWDAAIkeQOzatUvqOHR1ddG/f3/o6enh0KFDItv27NkDJycnAF+mLLt58yb+/fdfBAQE4PPnz1L18+nTJ/j7+8PPz0/qGIlqE/cQhJLQlYempib8/PwwY8YMBAcH4/bt2wgNDcXnz5+Rnp4ODocDa2trGBkZoaCgADk5OYiMjER4eDjCw8NFpjkuy8rKCuPGjcPMmTPRsGFDBb8qQogiqaurY9asWZg2bRru3buH27dvIyQkRHgeYbFYsLa2homJCQoKCpCdnY13794hIiICEREROHXqlNh2LSwsMHbsWMyYMQNNmzZV8KtSXnv27JFLO3fv3sWcOXNkun4kqo3FYmHcuHH48ccf8fjxYwQFBeHRo0dITU1Feno6eDwerKysYGZmhqKiIuTm5iIqKgrv37/H+/fvceHCBbHtGhkZwcfHB76+vmjVqpWCX5Vq0NLSwrx58zBz5kzhddfTp08rXHcZGxsjPz9f4usuGxsbjBs3DjNmzECDBg0U/KoIkYytrS1u3LiB7du3Y+vWrcjLy6v2mLCwMPzyyy/4/fffFRAhIaqj/KAvGgQmHU9PT5EkdGlmqpQVj8fDokWLsGXLlgrbDA0NcfjwYQwaNKjW46gtXC631mc9FDfYoqYJadVR9kF+FhYW+P3337Fs2TLcunULQUFBiIiIQEZGBjIyMqCnpwcrKytoa2sjLy8PGRkZiIyMxOPHj6scfOHk5ISJEydi4sSJNPMOIUpMT08PS5cuxbx583Dnzh0EBQXh+fPnSE9PR0ZGBjQ0NGBtbQ1DQ0Pk5eUhKysLb968wfPnz/H8+fNK223atCnGjx+PadOmwdzcXIGvqG76eg9FU1NTomJjRFRxcXGFZ9eyWrZsGdq0aYOBAwfKpT1CxCWhN2vWjIFIVB+Px0NAQAAAwMDAAG5ubgxHpHpyc3Nx4sQJubQ1f/58ODo6om/fvnJpjxBCiGqiJHRSZ/Xt27fSJPQXL14oOJqay8jIkHjf3r17V7tPSkoKLl68KHGbRkZGmDt3LubMmQNDQ0M8fvy4wgf58PBwYRK6qakpRo4ciZEjR6KgoAD+/v7YvHmzcBo5SWzYsAGTJk2im9f1TGVJ6ES5aGhowM3NrcIH+8jISPz66684duwYSkpKJG4vOTkZmzZtwo4dO7By5UrY2trKO2RCiJJRV1dHnz590KdPH5H1UVFR2Lx5Mw4fPizV+T81NRW//fYbduzYgWXLlqFly5byDlnlcLlc3Lx5U27t+fv7o23btpg8ebLc2iSqg81mo0uXLujSpYvI+k+fPmHr1q3Yu3evcApUSWRlZcHf3x979+6Fn58fVaypgqamJtzd3eHu7i6yPiIiAps3b8axY8dQWloqcXuJiYnYsGEDtm/fjtWrV1PVJaK0zM3NsXr1aowbNw5jxowRSQKtzNatW+Hh4YH+/fsrIEJCVEP5QhWUhC6d/v37Y9WqVcLl4uJipKenw9TUtFb6y87OxqhRo3Dt2rUK25ycnHD+/HnY29vXSt91BVOVeXv27KnwPmVhZGSEoUOHYujQoSLrr169il9//RX//POPVO29evUKfn5+2LJlC/z9/eUZKiGkFujo6ODbb7/Ft99+K7L+2bNn2LRpE86dOwcejydxe7GxsVi+fDm2bt2K3377Td7h1itPnz7Fhw8fAAAeHh70bFQGwcHBEg1glgSfz8cPP/yAx48fo0WLFnJpk9RfsbGxePfuncg6LS0tehYqo7t37woLIHp5eUFTU5PhiFTPf//9J9Vz/KpwuVyMGDECISEhVCCKEELqMdWbq5EQCVU14vHVq1cKjEQ+JJ0iE5AsCf3IkSMSJyoMGDAAkZGRWL58OQwNDQEArVu3rlDd5fXr12KP19HRwfz58xETE4OxY8dK1CfwJZmMialZCbOSkpIqrOPz+QxEQqTx/v17DBkyBK1atcLff/8t8wfX/Px8LFy4ELt375ZzhIQQZRcbG4thw4ahRYsW2Lt3r8wDkIqKirBkyRJs3bpVzhGqnsTERKmuISXh6+uLBw8eyLVNoppSU1MxYcIENGvWDFu2bJEqAb0sLpeL3377DXPnzpVzhHXXu3fvMGjQIDg6OuLgwYNSJaCXlZeXh3nz5uHAgQNyjpAQ+bKzs8O9e/ewcuVKsZVtyxIIBBg3bpxUA+AJqesoCb1mXF1dK/wMExMTa6Wvd+/eoXPnzmIT0MePH49Hjx5RAroYTk5OmD59Onbv3o3Hjx/j3r17CqlKbm1tjf79+2Px4sU4ffo0/vzzz1rvszYEBgaiTZs28PLywu3bt2VuJz4+Ht99912lzwgIIcrpxYsX8PDwgKurK06fPi1VAnpZmZmZmDhxIq5cuSLnCOuP8+fPC7+ngfqyiYqKkmt7OTk5GDx4MLKzs+XaLql/Ll++XGFdq1atlH4mHWVF58uak/f5Mj09HUOGDJH78yhCCCGqg5LQSZ3VrVu3Skc9ZmZm4uPHjwqOqGYkvWBr2bIlLCwsqt3vv//+k6i9FStW4MqVK7C0tBRZr6enV2EkY3h4eJVt6ejo4NChQ/D394e6urpE/Vc2hTypu6Kjoyus09HRYSASIgk+n48tW7agTZs2uHTpktymU75z545c2iGEKD+BQIAdO3bAyckJ586dk9vAo+DgYLm0o8rS09Ol2t/NzQ3nz59HVFQUXr16hTNnzmDAgAEiN8NLSkrw/fffq9y1NJGv48ePCweeyZoAXV5ls1iR/4/H4+G3336Di4sLLl++LLfrrpokGxGiKBwOBytWrEBwcHC1CZipqakYN26c3H5HCFF15ROoqxvMQUSpq6ujQYMGIuvknYQuEAiwc+dOtGvXDpGRkSLbLCwscPHiRRw4cKDe3x/T0NBA+/btMXXqVJEKvuvXr8euXbswZcoUdOzYsVbe4y+MDhcAACAASURBVMbGxnB3d4eJiQkAQFdXF4mJibh69So2btyI4cOHq9wAj4yMDPz4448YMGCA3Ir28Pl8urYkREWUlpZixYoV6NChg1xn0ZP02SOp6GtSJYfDwaBBgxiORjVlZWVJvC+bzcbMmTMRFBSE2NhYPHr0CLt27ULr1q1F9nv37h18fHxkHqBBCI/HEztYsfxsk0QyAoEAFy9eBPBl9sjyM3sQyUhzvlRTU8PcuXNx9+5dxMXF4eHDh/jzzz/RvHlzkf1evnxJ9+MIIaQeoyR0Umdpa2ujW7dulW5/+fKlAqOpuaKiIon2a9euXbX78Pl8iSpYrlq1CitXrqx0u5OTk8iypFVOpk2bJnGV4+DgYKSmpkq0L6kb3r59W2FdfX/Ipqzi4uLQvXt3zJ8/H4WFhUyHQwhRQR8/fkTv3r0xa9YsqpBQC6ysrCTaj8Ph4I8//sCNGzfg7e0Ne3t7ODo6YtiwYbhy5Qru3r0rMu1scnIyRo8eXVthEyWWmZmJIUOG4IcffpB6kAOpmZiYGHTr1g0LFy6k6y5Sr3Xu3BlhYWHVPmS8fv06zYpCyP+hSug1V74QhzQP7Kvz4cMHuLu7w9fXt8JnoiFDhiA8PByDBw+WW3+qQl1dHW3btsXkyZOxe/duhIaGIjc3FyEhIfjrr7/QtWvXWuvbyMgIbm5uWLRoEU6fPo3o6GhkZGTgxo0baNiwYa31q0iBgYFo1aqV1LOQqqurw8vLC9u3b8etW7cQHR2NoKAg+Pr6Vkj+p+QTQpRXeHg4XF1dsXr1arkNLCc1ExERIRyI1r17d5iZmTEckWqS9F6ojY0Nbt++jR07dqB3795o0qQJOnXqhOnTp+PVq1fYtWsXDAwMhPtfvXoVmzZtqq2wSR139uxZsQXYKAldNiEhIfj06RMAwN3dHfr6+gxHpJokPV82adIE9+/fx5YtW9CjRw80btwYnTt3xqxZs/DmzRts3boVurq6wv3PnTuH7du311bYhBBClBgloZM6rarpd168eKHASGqu7MVbVSSpgv7y5Uvk5ORUuc+QIUOwfPnyKvcpn4QeExMjcULE+PHjsXjx4mr34/P5VMm0nilfdUNXV5eqdCmhV69eoWvXrnj48CHToRBCVFRkZCS6deuGu3fvMh1KnWVlZQUjI6Nq95s7dy5mz55d6fSf3bt3x/Pnz7F06VLhbDahoaEoKSmRa7xEuSUmJqJHjx64dOkS06HUOy9evEC3bt3w+PFjpkMhRCno6ekhICAAY8aMqXK/X375Bc+ePVNQVIQoL0pCr7mySUiA5Pdpq7N37144OTnh1q1bFfr7+++/ceHCBZibm8ulL2WipaUFPT09kXVlq827u7sjNzcXz549w549ezBlyhS4urpCQ0OjRv1WV+RiwYIFiIqKQkZGBm7evIlNmzZh+PDhaNasWY36VTZ///03Bg0ahJSUFImPad++Pfbt24fk5GT8888/8PX1RZ8+fdCsWTP07t0b27dvx/Hjx0WOKS4ulnfohBA5uHfvHnr06CG3GRCIfHytgg4AQ4cOZTAS1dayZUuJ9jty5Ah69OghdhuLxcL06dMREREhUpH+/v37comR1D/iBjCw2Wy4u7szEI3qo/OlfEhyvmSz2Thx4gQ6duxY6XY/Pz+Eh4fD09NTuJ7Ol4QQUj9REjqp04YNG1bhQctXQUFBCo6mZso/7KiMpaVltfuIqzRdlqmpKQ4cOFBtO+WT0Pl8PiIiIqo97qv169fD0dGx2v0oCb3+SEhIQHh4uMi68tWmCPMePHiAXr16ISkpielQCCEqKiQkBD169MDHjx+ZDqVO+/rQpCpWVlZYtWpVtW1pampizZo1ePbsGSZOnIg//vijxkkgRHVERUWhW7duEs98VFNU6fv/Cw4ORq9evZCcnMx0KIQoFTU1NRw+fBhz5sypdJ+SkhL4+PjQbCuk3qMk9Jorn3RePoFaWq9evYKHhwemTJmC3NxckW3Dhw/Hq1ev8NNPP9WoD2WmpqaGkJAQ7NixA5cvX0ZqaipCQkKE23V1daGpqSn3fr29vbFx40ZMmjQJO3bswJMnT/D7778Lt7u6usLe3r7Swbl1webNmzFhwgTweLxq92Wz2Rg6dCiCg4MREhKCiRMnwsTEpNL9hw8fjvbt2wuXKQmdEOVz5coV9OvXT64zehD5KJtUOWTIEAYjUW2dO3eGs7Nzlfv4+Pigb9++1bZla2uLS5cu4dy5cxgzZgyWLl0qrzBJPXLixAmEhYVVWN+9e3eJcjpIRV/PlxwOR2SgCJFO37594eDgUOU+EydOROfOnattq0mTJrh27RqOHz+OMWPGSFSIkhBCSN1DpWVJnWZlZYXu3buLrbAZHByMgoKCaiugKAtDQ0OJ9pOkEnpaWlqV2+fNmwdjY+Nq22nTpk2Fda9fv4arq2u1xwJfbmSvX7++2g8Iqla1Xt6OHDkC4MsFfF13/fr1Cuvs7OwYiIRU5sWLF/Dw8EBBQYHC+iwqKlJYX4SQ2vfmzRu4ublVSLaoTYrsS9nMnTsX+/btq/T6r1u3blJdDzs6OmLfvn3yCo+ogKSkJPTs2VOhSdDSVGWsy549ewZPT0+FJuXTVOxElbBYLGzbtg0FBQXYu3ev2H3evXuH+fPn46+//lJwdIQoj/JJ6DTbnPS0tLRElmVNQv/06ROWLl2KI0eOgM/ni2zr2LEjtm7diq5du8ocpypp0aIFWrRoIVxWxLWmtrZ2hYSI+jTTzPbt27Fo0aJq92OxWPj++++xdu1afPPNN1L10aZNG4SGhgKARInuhBDFuXnzJry9vcHlcpkOhZQTFxcnTFJ1dXVFo0aNGI5Ita1duxbfffddpdv79esnVXtDhw6lastEJoWFhfj555/Fbhs2bJiCo6kbwsPDERUVBeBLIr+ZmRnDEakuNpuN1atXw8fHp9J9pD1f+vj4VNkeIYSQuo0qoZM6b8SIEWLXFxcX486dOwqORnYNGzaUaD9JLrarSkLX1NSEr6+vRH05ODhUeAhTvop1db777jt06NChyn2io6OlarOuGTNmDMaMGYPu3bszHUqtu3r1aoV1ZR9IEWbl5uZi+PDhCk1AB6hyEiF1SUFBAYYPH67wpPD6nFRpbm6OY8eOVTo7UHXVgUj9xuPx4OPjo/Aq3Orq6grtTxnl5ORgxIgRCq8KT4P/iCr666+/Kr33AwC7d+/Gv//+q8CICFEuVAm95vLy8kSW9fX1pTo+OzsbP//8MxwcHHDo0CGRBPRGjRrh2LFjePToUb1JQCeKFxoaigULFlS7n5ubG548eYIzZ85InYAOiN7HLz/QghDCnKSkJPzwww8KT0Cvz/fjpFG2CjolO9fcwIEDq5wxi+6FEkXZsGED4uPjK6w3MDDA2LFjGYhI9dH5Ur5GjRqFiRMnVrqdzpeEEEKkQUnopM4bMWIENDQ0xG4TV3VZWRkZGcHa2rra/SS5qVNV4lfv3r1hYGAgUUwcDgctW7YUWff69WuJji2rqofFAJCQkEA3q+qBjx8/4tKlSxXWSzLNE1GMyZMnC0eYKxJV/iCk7pgxY4ZM1wo11bRpU4X3qUw8PDywZMkSsdso4ZRUZcWKFYwM3G3VqpXC+1Q2EyZMYGQwboMGDRTeJyE1xWazcfToUbi5uVW6z9y5c6kiK6m3KAm95rKzs0WWpamEnpmZCUdHR2zatEnk2rtx48bYtm0b3r59i9GjR4PFYsktXkLKys7OxsiRI1FSUlLpPra2tjh//jxu3ryJ9u3by9TPgwcPRD470HuaEOXA4/EwevRopKamKrxvGmAumbJJld7e3gxGUnds3rwZnTp1ErtN0YP9Sf0UFhaGDRs2iN02ffp0GBoaKjiiuqHs+XLIkCEMRlJ37NixA23atBG7jc6XhBBCpEFJ6KTOMzc3x+DBg8VuU6UkdABo3bp1tftIUlnUxMSk0m1VPbQVx8nJSWRZ2kroAKqcFg34UjVF0RVTieJt2bJF7GCDLl26MBANKe/y5cs4deqUwvvV19eHqampwvslhMjfjRs3cOjQIYX3q6WlBSsrK4X3q2xWrlyJvn37Vlj/7t07BqIhqiAiIgLr169npO8mTZow0q+yuHDhAs6dO6fwfo2MjGBkZKTwfgmRB3V1dZw8ebLSAawRERHYt2+fgqMiRDlQEnrNlU9Cl6YS+tmzZ/Hp0yfhsrOzM44ePYr3799jzpw5FWaZJETe1qxZg5iYGLHb2Gw2fH19ERERUaPEx5iYmArVKCubjYsQolgHDhzA7du3mQ6DVCI5ORkPHz4E8GVW4PKFv4hs1NXVcerUKbHPwyMjIxmIiNQnJSUlGDdunNjZJ7S0tODn58dAVKovJiYGL168AAC4urpSATM50dLSwpkzZ8R+xqXzJSGEEGmwBAKBgOkgCKltN2/ehIeHh9htHz58kNtF6qRJk7B//36RdQ4ODnK74ZqWloaMjIwq97GwsICxsXGV+2RnZyM5OVnsNmtra4kroQNARkYG0tLSRNbJ8pqjo6OrnAqwWbNmVDWBYV/ff2w2Gw4ODnJtm8fjISYmpsI0rRoaGvW+eq2yiI+PZ2TEs46ODho2bKjwfgkh8vfp0yfk5+crvF9tbW26Ifl/uFwuPnz4IHLNpaamBjs7OwajIsoqOTm5QsKVIqirq6NZs2YK71eZMHXdpaurW2croUdFRYl81mjZsmWFzx5EOSQmJiI3NxeampoyDUgpKipCfHw8xN3uVFNTQ9OmTSkpTomlpKQgKyuLrk/krKCgAB8/fhQuS3vvT9nl5eUhISEBwJeBbJqamnLvIzY2VlhFWtr7YjweD4mJiWCxWDA2Noaurq7c46sLuFyucBYYPT092NraVrl/eno6Pn/+DOBLFW9pqtOXlZmZKawObGNjU+0Ag7i4OBQXF9fK/dHawOfzER0dLfa6h8PhwMbGBjo6OjXqg8vl4uPHjxUqravKz4gQabx//15kdp1vvvmGwWgkU/ZvmKLJ8/loXZWVlYWUlBQAgKmpKczMzBiOqG4pe534lYGBgUQzj5P6o7CwEPHx8QCAhg0b1vja6PPnz0hPTxe7zcjICJaWljVqv74qm5NiZmZGBczkLDc3F4mJiSLr6P1K6pqYmBiRopguLi4ICwtjMCJC6hZKQif1gkAggL29vdiKH3v27MHkyZPl0s/o0aNx4sQJubRFCCGEEEIIIYQQ+WvUqJHwASMhhBBCCCGEyII+VxBCCCGEEKKamjdvjrdv3zIdBiF1hhrTARCiCCwWC76+vpg3b16FbRcvXpRbErq4SjvW1tZyG+kvEAiQlJQktqJX2RiqGylfVTumpqZSTQPL4/EqVFU3NjaWepRweno6ioqKKt1uY2MDFoslVZtEvrKzs5GXlwc2my3XKgFcLhepqali348WFhZUAV8JZGVlMVK9mMPhwNLSkn73CakDmDqPsNlsWFlZ0XmknNzcXOTk5AiX6XxLyiv/HlEUFosFKyurel0pLTMzEwUFBQrvl8PhwMrKSuH9KkpSUpJIBVBNTc1qK6wSZmRkZKCwsBDq6uqwsLCQuZ3K7jHQeUa5fb1mlPd9h/qupKREZBZDExMTaGtrMxiRfBUVFQkrDdbGfSSBQCBSEU5HR6faWSiJ9MreY9bS0qq2smHZ61Vp72eXlZ+fj6ysLACS/W6kpqaitLQULBYLNjY2MvWpSCkpKRVmH9XW1oaxsXGNP//l5+cjOzu70mcVdC4ndVH5zxUaGhpK/bmiuudutY2e6xFlkZaWJjIjAF3PkbLKfl4yMzOTeWYlLpeLtLS0Smfe09PTg6GhocxxElLbBAIB0tLSRCpF6+rqwsjIiMGoCJGf8p+Pa2MmPULqNQEh9UR+fr7A3NxcAEDkS01NTZCamiqXPvz9/Su0n5mZKZe2vxoyZEiFPsp+GRgYCLhcbrXt9OvXT+zxe/bskTomExMTkTb8/PykbmPKlCmVviYtLS2p2yPyN3/+fAEAgaGhoVzbHThwoNj/986dO8u1HyK7Fi1aVHneqa2vdevWMf3SCSFy4uLiwsh5ZNmyZUy/dKXE5/MFnp6eIj+rtWvXMh0WUSKVXZ/V9tf48eOZfumMs7e3Z+Rnv2nTJqZfeq0yNDQUeb1LlixhOiRSie+//14AQODs7Fyjdj5+/CjQ19evl+93VTZz5kwBAIGlpSXTodQpDx48EPkduHjxItMhydWFCxeEr+3Vq1dyb//p06ciP7/Vq1fLvQ8iECQlJQl/xoMHD652/zVr1gj3v3z5ssz9bt++XdjOiRMnqt3f2dlZAECgq6src5+KkpycXOFvYK9evQRFRUU1ajchIUEwdOjQaq8v6VxO6iJTU1OR9/nixYuZDqlSPB6vwucgRX/l5uYy/WMgRCAQCASfPn0SyRFgsViC0NBQpsMiSiI4OFj43ggKCpKpjfT0dIGDg0Ol58NGjRrROZGohOjoaJHrBw6HI4iIiGA6LELkws7OTuTcPHHiRKZDIqROobI/pN7Q0dHB/PnzK6zncrk4deoUAxHJZsKECVVuz8nJwZMnT6ptZ9SoUWLXP3/+XOqYnJycRJZfv34tdRtVVWMwNzeXuj2iGo4dO4YrV66I3bZ48WIFR0PE4fP5iIqKUni/rVq1wty5cxXeLyGkdjAxnZmDgwMWLVqk8H5VAYvFwtGjR9GgQQPhuo0bNyIlJYXBqIgyiYyMVHif5ubmWLduncL7VSZcLhfR0dEK79fJyQmzZ89WeL+E1KYGDRpg06ZNYrft2rULPB5PwRERwpzylf85HA5Dkaim8vc5W7ZsyVAkhEin/Ofwpk2b4uLFizJXe+Pz+dixYwdatmyJ8+fPV7rfN998I1P7hBD5SklJQXZ2tsL7bdasmcL7JKQ6tra2OHLkiPC6WCAQYMGCBQxHReqKoqIifP/991U+S921axf09PQUGBUhsmnWrBn+/vtv4TKPx8PChQsZjIgQQoiqoCR0Uq/MnDlT7FSeR48eZSAa2Xh5eVU7vd/Vq1erbcfHxwdmZmYV1p87dw7FxcVSxdSmTRuR5fDwcKmOB75MoVoZunFdNyUlJVWa7NKyZUsMHjxYwRERcbKyshSeoKGlpYVTp07VqenBCanPCgoKUFhYqNA+NTQ0cPLkSbqxWwUzMzOcPHkSampqAIC8vDwsX76c4aiIskhPT1dofywWC4cOHYK1tbVC+1U2GRkZEAgECu1TR0cHJ0+ehJaWlkL7JUQRpk2bhh49elRY/+HDB/zzzz8MREQIMygJvWbKJ6G3aNGCoUhIfZWVlYUdO3Zgx44dCAoKkuq4spYtWwYjIyOZYrh58yY6deqEWbNmIScnp9L97O3t0atXL4na5PF4YLFYYLFYGDx4MO7cuSP1cwlC6iM+n4+wsDDMnj1b+DskrvhDZmamwmMzMTHBjz/+qPB+CZGEp6cn/ve//wmXb9++jYCAAAYjInVBfn4+vLy8cPv27Ur3GTVqFAYMGKC4oAipIW9vb/j5+QmX//nnH9y6dYvBiAghhKgCSkIn9Yqenp7YyrqPHz/G+/fvGYhIehwOB1OmTKlyn6NHj1abvKClpSW2nZSUFBw5ckSqmMpXQk9KSpL6BldaWlql2/r06SNVW0Q1TJ06FRkZGWK3LVq0CCwWS8EREXH09fUV/n+xdetWODo6KrRPQkjt0dbWhrq6ukL73LRpE9q1a6fQPlVRt27dRCpP79+/X6YZbUjdY2BgoND+5s2bh2+//VahfSojRf/cAeCPP/5Aq1atFN4vIYrAYrGwffv2Cgm4AHDy5EkGIiKEGZSEXjNlr4/V1NTg4ODAYDSEacOHD8fUqVMxadIkhfWZnJyMWbNmYdasWTh27JjEx5W/tmzbtq3UfT9+/Bhubm7w8PBAaGholftqamri5MmTEn/+53A42LlzJwAgICAAvXv3hpaWFtzc3LBlyxa8fPkSfD5f6pgJqYtiY2Oxd+9efP/99+BwOGjXrh22b98O4MvAS3F/mxRdmIHFYuHvv/+WebALIYqwcuVKkWfOixYtApfLZTAiospycnLg6elZ5SBBExMT/PHHHwqMihD5+PXXX9GpUyfh8oIFC+janBBCSJUoCZ3UO7NmzYKxsXGF9apUDX327NlV3siJjY3Ff//9V207ixcvFlttcNOmTVVWNCmvfBI6IH019Ddv3lS6jZLQ6559+/bh8uXLYrc1bNgQP/zwg4IjIpVRV1dH48aNFdbfpk2bMG3aNIX1RwipfSwWC3Z2dgrrb/Xq1SJVGkjVFi5ciIEDBwL4UoluzZo1DEdElIEik6umTZuGzZs3K6w/ZaalpYUGDRoorL/ff/9doQlUhDDB2dlZ7Pv88uXLKCoqYiAiQhSvfBL615lwiGSeP38u/L5Lly7Q1NRkMBpSmdTUVAQEBGDjxo24f/9+rfWzZMkS/PXXX9i2bVut9SEv5a/pw8LCJD72+vXr6N+/Pzp37ixR1UNdXV1cuXIFrq6uUsU4Y8YMCAQChIWFCQel3rp1C/Pnz4ezszNMTU0xfPhw/P7777h16xYjlZ0JUbSCggI8evQI/v7+mDBhAho0aIBmzZphypQpOH/+PIAvswdfu3YNfD4f/v7+YgddWltbQ0dHRyExczgcHDx4EIMGDVJIf4TIisPh4Pjx47C0tAQAvH37lgYoE5kkJSXBzc2t2uvO3bt3w8LCQkFRESI/6urqOH36NExMTAB8+SxBs0cQQgipCiWhk3rHwMBAbGLSsWPHFD71uayMjIwwb968KvfZtGlTte0YGBhg69atFda/f/8e3t7eKCkpkSgeR0fHCpWSpUlCT0tLQ3p6utht+vr66NChg8RtEeV3584dzJgxo9LtK1euVHjFXFK1fv361XofLBYLu3btwqJFi2q9L0KI4iniPAJ8mUlh2bJlCumrrmCxWDh06JBwwFFsbCzDERFloKjf2QULFsDf359mwClDET97NpuNPXv2VPuZkpC6Ys2aNdDW1hZZl5eXh8DAQIYiIkSxqBK67N69e4dPnz4JlwcMGMBgNOSrwsJCpKSkCJfHjh0LS0tLDB48GL/88gt69uyJpKQkBiOs3qtXr3Dv3j3cu3ev1vqwtbUVmfGmusIzGRkZ+Ouvv9C6dWv0798f169fl6gfQ0NDXL9+He7u7jLH6uLigsDAQHz48AErVqwQJgdmZWXh7NmzWLp0KTw8PGBiYgJra2sMHjwYa9euRWBgoNL/XxNSlczMTAQFBWHLli0YPXo07OzsoKenhy5dumDevHk4ePAgEhISAHwZ7DF9+nSEhYUhMjISnp6eVX6WVldXh5ubW62/BnV1dZw8eRJjx46t9b4IkQcrKyucOHFCeE0cHR3NcERE1Tx69Aiurq7VzhKzePFiDBs2TEFRESJ/jRo1wuHDh4XXGzExMQxHRAghRJlREjqpl+bMmSMctffV+/fvcePGDYYikp6fnx9sbGwq3X7z5k3cvXu32nZGjhyJESNGVFh/69Yt/PDDDygsLKy2DT09PTRp0kRkXdmpaqtz586dSreNHj2aKjTVIdHR0fj+++9RWloqdnvfvn0xYcIEBUdFqjNz5sxaTQ4zNDTEyZMnMX369FrrgxDCrOnTp9dqsou+vj6OHDlCFdBlZGJigmfPnmHjxo04fvw40+EQJfDTTz/V6tTdmpqa2LJlC1VAF8PX17dWr7uMjY1x6tQpTJ48udb6IETZWFhYYPz48RXWVzY7FyF1DSWhy678TJNeXl4MRVJ/CQQCvHnzBgcPHsT06dPRrl07GBgYYMeOHcJ9ylfH5vP5yM7Olqh9W1tb9OrVC7169VJolcrp06ejR48e6NGjR632M3PmTOH3b9++RdeuXREcHIzS0lIUFRXh+fPn2LdvH/r37w8rKytMnz4dERERErffvHlz3L59G926dZNLvI0aNcLKlSuRkJCAa9euYciQIeBwOODz+cICQsnJyQgICMC6deswaNAg2NjYwMTEBO7u7li0aBH27t2LoKAgfPr0CXw+Xy5xEVITAoEAaWlpePDgAQ4fPoxly5Zh8ODBIu/dJUuW4NSpU4iJiRG+1wUCAQQCAbp06YKjR48iLS0Nu3btgouLi8R9+/r61tbLAgBYWlriypUrlGRJVE6fPn3w4sULrF27Fj///DPT4RAVsn//fvTu3bvaQXCenp5Yv369gqIipPYMGDAAz549w4YNGzB79mymwyGEEKLEKLOT1EuGhobYsGEDpk6dKrL+zz//VFjVv5rS19fHrl27MGTIkEr3mTdvHh4/flztw6VDhw4hPj4ejx49Ell/9uxZvHnzBidOnICTk1OVbTg5OYlUzpSmEvo///xT6Ta6mK07MjMzMXDgwEqr3mtra2P37t0KjopIok2bNpgyZUqt/P94enpi//79sLW1lXvbhBDl0aJFC/j6+uKPP/6Qe9t9+/bFgQMHhJW8iWxMTEywePFipsMgSsLc3BwrVqzAwoUL5d62q6srDh06hNatW8u97bqgbdu2mDBhAvbv3y/3tr28vLB3794qBzMTUlctWLAAu3fvBo/HE6578OABgxERojjSJqGXlJRAQ0OjNkNSGWWT0Bs2bFjt/VEiH/Hx8ViyZAmePHmCkJAQiRPKZeHt7Q1vb+9aa59pkyZNwu7du/Hy5UsAXwrH9OzZEywWCywWS+YkbRaLhdmzZ2PDhg0VZhuRBw6HA09PT3h6eiIrKwuXLl3C0aNHcevWLaipqQmT6L/KzMzEf//9h+DgYLDZbBQXF0MgEEBDQwMNGzZEq1at0LJlS9jb28PBwQEODg6wsbGhGZmI3AgEAqSnpyMqKgrv379HVFQUIiMjERERgdjYWBQUFAAAtLS0AEDk/cvn84XLmpqaKC4uRrt27fDjjz/i+++/R8OGDWWOq1+/fhg4cCCuXLlSg1cn3siRI7Fz506YmprKvW1CFKF169Z0b4pILC4uDjNnzpRo1afYNAAAIABJREFURrVmzZrhxIkTFT6HEaKqXFxcpBoERwghpH6iJHRSb02ePBkHDhzA48ePhesCAwPx/v172NvbMxiZ5AYPHoyRI0fi1KlTYrc/ffoUv//+OxYtWlRlO1paWggICIC7u7vwhvRXr1+/RseOHbFx40bMnj270huzTk5OCAgIEDlOEiUlJZUmobu7u4tMGUpU1+fPn+Hh4YHIyMhK91mxYoXK/O7VR3/++SciIiIQHBwsl/ZsbGywatUqTJo0SS7tEUKU32+//Ybw8PAK1QRlZWlpiRUrVmDatGn04JiQWrBgwQI8f/4cx44dk0t7RkZGWLhwIRYtWkQzHVVj586dePPmjdwSZG1tbbFmzRqxlaAJqS+aNm0Kb29vnD17Vrju3bt3SE9Pp8QZUueVT34o/3f41q1bOHToEO7fv4+PHz+ipKQEBgYGsLOzw5AhQzBp0qR6OYCJz+cjKChIuDxgwAAGo6mbIiMjERoaitDQUDx58kS4PiwsDGFhYQxGVndoaGggICAAXbp0EanY+bXCsixcXFywbds29OrVS15hVsnIyAjjxo3DuHHjkJGRgUuXLuHUqVMICgoCl8uFmpoaSkpKAED471clJSWIjo5GdHQ0rl+/XiFB3cbGBo0aNULTpk3RsGFDNGjQALa2tsJ/zczM6H4DgUAgQE5ODj59+lRhhtdTp07hwoULSEhIQH5+PoAvieQsFksk0fyr8uu+/k3m8/no0KEDRo4ciWHDhtUo8by8Y8eOoXv37nj16pVc2mvWrBk2btyI4cOHy6U9QghRZlwuF1u2bMGqVauEA4qqoqOjgwsXLsDY2FgB0RFCCCGEKA968kvqLRaLBX9/f3To0EFYCUsgEGDnzp3YunUrw9FJbufOnXj8+DHi4uLEbl++fDk6d+6Mnj17VtmOubk5Hj58iGnTpuHIkSMi24qKiuDn54fLly/jwoUL0NfXr3B8+UpAnz9/RkpKCiwtLavs99SpU0hLSxO7rbrkeaIakpOT4e7uXuXAhLZt22L+/PkKjIpIS0NDA//++y9mzpyJAwcOyNyOvb09Fi1ahLFjx0JTU1OOERJClJ2amhoCAwMxZ84c/PXXXzK307RpUyxcuBDjx48XVpAihNSOw4cPw87ODmvWrJE5ScXKygpz587FtGnTYGBgIOcI6yZNTU3cvHkT06ZNw+HDh2Vux8HBAYsXL8aPP/5IFW0JATBo0CCRJHQAePjwIQYOHMhQRIQoRmWV0K9du4b//e9/YpN9c3JyhInAW7Zsgb+/P3x8fBQSr7IICwtDRkaGcJmS0OVrzJgxchvsSKrWuHFjhISEYPjw4Xj48KHM7fTo0QO//PILvv32WzlGJx0TExOMHz8e48ePR1FREYKDgxEYGIiLFy8iLi4Ompqa4PF44HK5FY4Vl6AeFxeHuLg4BAcHQ0NDA2w2G6WlpcLj1dTUYGZmhgYNGqBJkyZo0qQJbGxsYGZmBlNTU5iZmQm/9PX1KWFdhQgEAhQUFCA9PR2fP38WfqWnpyMpKQnx8fGIiYlBQkICUlJSUFxcLLYdcc/lKtsX+PI3WUNDA0VFRTAzM8N3332HAQMGwN3dHYaGhvJ6eSIMDAxw7949jBs3DhcvXpS5HScnJ/z8888YOXJktbOqEEJIXfDo0SNMnTq1QgG/ynA4HJw4cQJt2rSp5cgIIYQQQpQPJaGTeq1t27aYMWMGtm/fLlz3999/Y82aNdDT02MwMsmZmpri/Pnz6NatGwoLCytsLy4uxuDBgxEcHAxHR8cq29LR0cHhw4fh5eWFdevWITw8XGT7f//9hz179ohNFhb3ger169fVJqFv27ZN7Pphw4bBw8OjymOJ8ouLi0O/fv0QFRVV6T5aWlo4cOAAVcRUAVpaWti/fz9++uknrF+/Hv/++69E0/Y2adIEnp6eGDBgALy8vOgmNSH1mIaGBvz9/TF27FisX78egYGBEp1HGjVqBE9PT3h5eWHgwIH0N4MQBWGz2Vi1ahWGDRuGDRs24OzZsxUqv4ljaWmJfv364dtvv4W3tzcNGJGBtrY2Dh06hIkTJ2LdunW4ceOGRAMBmjZtiv79+8PLywteXl409S8hZfTr1w8sFkvkdykkJISS0EmdV/5vAZvNxoYNG7B06VKJrsWzs7Pxww8/gMViYdSoUbUVJoAvlbHv3LmD+Ph4JCQkIDExESUlJTA2NkaDBg3QoUMH9OrVC40bN67VOADg/Pnzwu8NDQ3h5uZW633WF0VFRTh+/DjTYdQrtra2CA4OxunTp7Fx40aJkqlYLBacnZ3Rv39/DBkyBJ06dVJApJLT0tKCh4cHPDw8sHXrVsTFxeHu3bu4d+8egoKCEB0dDTabDTU1tSqTgoEvCcni9uFyuUhOTkZycjJCQ0Ohrq4ONTU1CAQC8Hg8kc9GHA4HBgYGMDExgampKaysrGBtbS1MVjc1NYWBgQEMDAygr68PfX194fe6urp03S4DgUCAwsJC5OTkIDc3F7m5ucLvc3JykJGRIUws//r/mJaWhoyMDGRnZ4v8/6mpqUFNTQ0sFgs8Hq/CoAVZaWhoQCAQoLS0FNbW1ujduzd69OiBHj16oHXr1gobuGBgYIALFy7g2rVrWL9+vcSznTZv3hz9+/fHd999Bzc3NxpoQQipF168eIEtW7bg6NGjEn1e+uqvv/7CoEGDajEyQgghhBDlRdkbpN5bu3Ytzpw5g+TkZABfHqzs27cPfn5+DEcmubZt22Lfvn0YM2aM2MSErKws9O/fHw8ePECjRo2qbW/UqFEYNWoUAgMDERgYiHfv3uH9+/ews7PDd999J/YYBwcHaGpqitysDQ8PR9++fSvt59ChQ3j27FmF9fr6+pUmpxPVERQUhBEjRuDz589V7rdnzx64uLgoKCoiDz169MDVq1eRmZmJO3fu4OnTp0hNTcXnz5/BZrNhY2Mj/OrYsSO++eYbpkMmhCiZLl264PLly8jKysLdu3cRGhoqPI8AEDmPtG/fHq1atWI4YkLqNycnJxw/fhx79+7F/fv38fDhQ6SkpODz58/gcrmwtrYW/s46Ozujbdu29HBaTnr27ImePXsiIyNDeN2VlpYm9rqrU6dOaN68OdMhE6K0LC0t0aZNG7x48UK4Lj4+nsGICFGM8gPBfX19cf/+fanaEAgEmDBhArp27SrRvUVp3Lp1C2fPnsW1a9cQGxtb7f4sFgu9e/fGggUL4OXlJddYyjpz5ozw+7Fjx0JbW7vW+qpvuFyuzLPsSIoGLlfE4XDg4+MDHx8fxMfHIygoCK9fvxYm6erp6QmvKxs2bIju3bvDysqK6bAl9rVS+dixYwF8eSby8OFDPHjwALdu3cLTp09RXFwMbW1tFBUVyfQeLC0trXRQLo/HQ2ZmJjIzMxEdHQ3gy/nqa4V1gUAAPp8PLpdbIaGNxWJBS0sLOjo60NPTEyaoGxkZwdjYGIaGhtDS0hL50tTUrHbd12V1dXWw2WxwOJwK/5ZfJ0ky/NckfD6fL/KvuHVcLhfFxcUoKipCUVGRyPfilsuvy83NRUZGBrKyspCTk4OcnBzk5eUhPz8fhYWFFf4fWSwW1NTUwOFwhIMPS0tLhbMhV4bL5YqtoC8tLS0tYQK7o6Mj3Nzc0LVrV3Tr1g3W1tY1br+m+vfvj/79+yM1NRW3b9/G8+fPhZ8vNTU1hZ/tbW1t0aVLFzRt2pTpkAkhRKH8/PxE7hlIas2aNZg0aVItREQIIYQQohroThyp9wwMDPDnn39ixIgRwnW//vorpk2bplIV+0aPHo3MzEz4+vqK3Z6QkABPT0/cvn272urkX32tnicJNTU1tGzZEs+fPxeue/36daX7p6enY8GCBWK3rVmzBra2thL1S5TTtm3bsHDhwmpv3M6aNQs//vijgqIi8mZsbIwhQ4ZgyJAhTIdCCFFRRkZGGDRoEFUIIURF6Orqol+/fujXrx/TodQ7JiYm8Pb2hre3N9OhEKLS+vXrJ/JAOSEhgcFoCFGM8gmF5RPQ9fX1YWNjg5ycHCQlJVXaTmFhIZYtW4ZDhw7VOCYej4czZ85g8+bNYgtUVEUgECAoKAhBQUEYNmxYrfxtDAsLE5nVb8aMGXLvg9SeLl26wM7OjukwlFqjRo0wbtw4psOoVUZGRvj222/x7bffYs2aNSgtLcXLly9x//593LlzB3fv3hUO7NTU1ERpaalckpDLqqzCurj9CgsLUVhYiPT09ArbyyaJs1isCgN+vya4l/2qCRaLJeyLw+EI2/zaT03bLpvwLu61lH091SWPl/c16VySGbzkgc1mg8/nQ09PD126dEHv3r3RrVs3dOjQATo6OgqJQRYWFhYYMWKEyHNRQgipr3Jzc4Xfy5KAPnPmTCxdulSeIRFCCCGEqBxKQicEwPDhwzF27FgcPnwYAJCUlIQ9e/Zg9uzZDEcmnZkzZ6KoqKjS5O7IyEi4uLjg2LFjVVYol5WTk5NIEnp4eLjY/UpKSjB8+HCxFbJ9fHwwZ84cucdGFOPDhw/w9fXFlStXqt23Z8+e2LJliwKiIoQQQgghhBBCAGdnZ5HlxMREhiIhRHEqq2rbtWtX/Prrr+jSpYtwnxcvXsDb27vSiuRnzpzB9u3bYWBgIHM8V69exaxZs4SVgmvi7NmzCAsLq3E75Z0+fVr4vYeHB1q0aCH3Poj8ODk5oXv37nBxcYGLiwvatWtHs/KQCtTV1eHq6gpXV1fhc5/Pnz/j9evXeP36NcLDw/H06VO8efMGubm54HA40NDQQHFxcY0Tr2tKHonl0vha6RxArSTmy7vN2vS1Sj2Xy0VpaamwuvpXw4YNw++//w5bW1s67xBCiIqKi4uT+dihQ4fizz//lF8whBBCCCEqipLQCfk/O3fuxIMHD/D+/XsAwKZNmzBlyhSVqoYOAPPnz4eenh58fX3F3sxLTk6Gh4cHlixZghUrVlSYkrcmnJycRJbFVULn8/kYO3YsgoKCKmzr2LEjDhw4ILd4iOJwuVxs27YNK1euRH5+frX7N2jQAGfOnKGpcQkhhBBCCCGEKIy9vb3IsqpXQi+bJMbhcCj5iYglLgl9+fLlWLlyZYX3jLOzM65cuYIOHTqgoKCgwnGFhYX4999/MWzYMKnjyMzMxNy5c+VSSb0seSSzl3fmzBnh9ytXrpR7+0Q2GhoaaNOmDVxdXREfH4+rV68CANavX4+BAwcyHB1RRWZmZujVqxd69eolXCcQCJCamorw8HBhcnpoaCjevn2LgoICYeV0Pp8vUZVzoho0NDTA4XCEFfHV1dVhb2+Ptm3bok2bNnB0dETr1q3Rvn17kWr1TZs2RYMGDRiMnBBCSE2VHVwkjS5duuDYsWOVDvolhBBCCKlPKPuPkP+jp6eH48ePo1u3bigtLUViYiJ2796tklW5p06diqZNm2L48OHIycmpsJ3P52PNmjW4c+cOdu/eLbdqPuWT0LOzs/Hp0yfhTbiMjAz4+Pjg33//rXBskyZNcOnSJZVL+ifAkydPMHXqVJEq+FXR09PDpUuXYGFhUcuREUIIIYQQQojqSktLEyY3UXKLfDRu3FhkWZJB1Mrs1KlT8PHxAQBs3boVfn5+DEdEaiI1NRUlJSVgsViwtbWVW7vlkyIGDx6MVatWVbp/q1at4OHhgUuXLondHhYWJnUSenBwMEaOHImkpCSpjmNCVFSUMLHd09MTXbt2ZTii+kldXR2Ojo5o37492rdvD1dXVzg5OUFDQwMAsHbtWmESOiHyxGKxYGlpCUtLS7i5uQnXCwQCJCYm4u3bt/jw4QM+fPiAmJgYvHv3Dh8+fEBqair4fD7YbLbwfVpcXCxzYhuRL01NTbDZbJSUlIDH44HFYsHExASNGjWCvb097Ozs0KRJEzRu3Bj29vZo2rSpXAs4EUIIqVvs7e0REBBAeQ2EEEIIIf+HktAJKaNDhw5Ys2YNfv75ZwDAqlWrMGbMGJiamjIcmfT69euHJ0+eYPTo0Xj27JnYfe7evYvWrVtj6NChWLJkCVxcXGrUZ/kkdOBLNfQGDRrgxo0bmDJlitgprVxcXBAYGAgrK6sa9U8UKzY2Fr/++iv27Nkj8XSg6urqOH/+PNq1a1fL0RFCCCGEEEKIavP29sb9+/cByF6Zi4jS19cXWdbT02MoEkIq6tevH168eAFNTU0UFRXJrd3ySejz58+v9pjevXtXmoQeGxsrVf8BAQEYOXKkXF9TbXrz5g2ALwmLGzZsYDiauklLSwt6enrIy8sTrmvQoAE+ffoEAHB3d8eVK1egqanJVIhKLz8/H0+fPoWlpSW++eYbpsOpF74OEKpskBCPx0NiYiLi4uLw4cMHxMXFITY2FlFRUYiNjUVKSgpKS0uFbWloaAjPz1+rbxPpcDgcqKurg81mg8/no6SkRPicgs1mw9zcHI0bN4aDgwOaNWsmTDJv0qQJGjRoQOcYQgghMjE1NUVgYCDMzMyYDoUQQgghRGlQEjoh5SxatAhPnz7FmTNnkJmZiaVLl8Lf35/psGTyzTff4NGjR1i+fDl+/fVXsYnCfD4fZ8+exdmzZ+Hl5YUFCxagR48eUFOT/vRga2sLY2NjZGZmCtedPHkSGzduxO3bt8Ue4+HhgXPnzlV4EEyUF5fLhbe3NwICAiROPge+3Fz/+++/4eHhUYvREUIIIYQQQggh4uno6IDFYgmT+ikJndQH5ZPQzc3Nqz3G0tKy0m3Z2dkS933w4EFMmjQJPB5P4mOY1rt3b6xevRq9evVC27ZtmQ6nTlJTU0NISAju3LmDRo0aoWPHjigtLYW1tTUAQFdXl5JDyyg7EO3WrVtwdnbG69evhb9XJ0+exMiRI5kKj/wfDoeDhg0bomHDhujRo0eF7QKBAHl5eUhNTUVaWprIv6mpqUhOTkZCQgJSUlKQnp6OrKws4f8xi8WCmpoaOByO8JwuEAjA5/PB4/FUOoGdw+FATU0NbDYbLBYLwJdnVnw+H1wuV/j8gcViwcDAAGZmZjA3N4etrS2sra1hYWEBCwsLmJubi/xrZGQkbI8QQgiRFw0NDQQEBMDBwYHpUAghhBBClAoloRNSDovFwqFDhxAbG4vQ0FDs2bMHU6dOrXGVcKaoq6tjw4YNGD58OObMmYN79+5Vum9gYCACAwNhYGCAPn36oF+/fvDw8JDqg5SjoyOCg4OFywcPHhS7n5qaGhYsWIDVq1dDXV1d4vYJc74OLsjPz8fFixelPn7z5s344Ycf5B0WIYQQQgghhBAiERaLBTabLUzqUsYB8a6ursjPz0fLli1x4cIFpsMhdUD5JHRJCk9oa2vLtK2swMBATJgwQaEzOZQtjCErAwMDLFu2TA7RkKq0aNECLVq0EC4nJyczGI3yEAgEePv2LUJCQhAaGoqQkBA8f/5cuF3cTATv379XZIhERiwWC/r6+tDX14ednV21+wsEAmRnZyM1NRWfP39GXl4e8vLykJubK/JvXl4ecnJykJ2djaysLOTk5Ai3FRQUoKCgAFwul5HBQBwOBxwOB9ra2tDR0YGenp7wZ2BoaAhjY2Phsp6ennD71+/19PRgamoKCwsLGBsbg8PhKPw1EEIIIWWtW7cOXbt2ZToMQgghhBClQ0nohIihra2NS5cuoWPHjkhISMDixYtx/fp1psOqkXbt2iE4OBinT5/G0qVLERUVVem+OTk5uHTpknDaXWtra9jb28POzg7m5ubQ09ODrq4uCgoKkJOTg4yMDLx79w6RkZH4/PlztbG0bdsW+/fvp2pCKubVq1cyHztv3jyJpnsmhBBCCCGEEEJqS15enkgSljJWQn/79i3y8/OhpaXFdCikjpAlCT0vL6/SbTY2NtUe/+nTJ4wdO1ahCejAl3uahKia06dPC5POnz59itzcXKmOV/TvGVEMFosFIyMjGBkZoXnz5nJp82t1cS6Xi9LSUuH31X19rVZe/ktdXV3s+vKVzQkhhJC6wM3NjZ51E0IIIYRUgpLQCamEjY0NLl++jK5du+LFixdMhyM3I0aMwLBhw3Dp0iVs3rwZDx8+rPaYpKQkJCUliVQ4l0WLFi0we/ZsTJ48WaIHXkS5yPpAY9iwYfjtt9/kHA0hhBBCCCGEECKd7OxskWVlrIROiLzJkoReVRKsra1tlcdyuVyMGjUK6enpkgUoRwYGBgrvkxBJJScnIyQkBCEhISIFYkaOHMlgVKQ+YbPZ0NDQgIaGBtOhEEIIISrFxMQEhw8fpgFWhBBCCCGVoCxQQqrQtm1bnD59GklJSRLtL25Kw/z8fKVMuPbw8ICHhwdevnyJ06dP4+zZs0hISKiVvtzd3TF79mz06dMHAFBUVFQr/ZDaxefzpT6mU6dO8Pf3R35+fi1ERAghhBBCCCHVKz+gtqSkpMoqv8qi7D0GVYhXHrhcLoAvnz9r4zUnJiaKLGtpaSndz/br+1WSn0HZ+yvFxcVK91qkVVpaCuDLz0DVX4ssyt53kefrLywsFFmW5L1S1b1Qc3PzKo8/ceIE7t+/L12QcqKhoVEv3zt1Qdl7h1wut9r/x5KSEuH3RUVFSv3/HhoaiokTJyImJqZW2le265r6fi4ndZuqfq5QpOLiYuH39FyIEKIKyp63KrNjxw4YGBjQOZ8QQlRY+Xwncfl9hBDZsQQ0Vx8hcjN69GicOHGC6TAIIYQQQgghhBBSiUaNGiE+Pp7pMAghhBBCCCEqjD5XEEIIIYQQopqaN2+Ot2/fMh0GIXUGu/pdCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhJAv1JgOgJC6pFWrVrCyshJZ1759e3A4HIYiYsbz58/x4cMH4XLDhg3Rrl07BiMi8nDnzh1kZWVJtG/nzp1haWlZyxERQgghhBBCSPWePn0KLpcrXG7RogXatm3LYESSCQ4ORkZGBgBg8ODBDEejGCEhIUhMTIShoSF69+4t9/ajo6MRHh4uXO7WrRvMzMzk3k9NXLlyBTweT6KfQUJCAkJDQwEAjo6OsLOzU0CEtefly5eIjY2FpqYm+vfvz3Q4Cnf79m1kZ2eDzWbju+++k1u7fD4fly9fFi4PGDAAamqVPxYoKSnBtWvXIG4CVScnJzRr1qzSY589e4aPHz/WLOAa6NOnDwwMDBjrn8iuuLgY165dAwBYWVmhU6dOVe7/7t07vHnzBgDQqVOnCvfklcmDBw+QlpZWa+3L629ZUVERoqOj8eHDB5SWlkp9vIWFBdq0aYPo6Oh6fS4ndduzZ89Efj+++eYblfhcIQkul4u4uDhER0ejqKhI6uMNDQ3h4uKC9PR04fV2ddcchBCiDGJjY/Hy5Uux2+zt7dG6dWsFR0QIIaQ2vHjxQuQ619nZmcFoCKl7WAJxd5MJIaQGduzYgVmzZgmXXVxcEBYWxmBERB46dOggfLhdFV9fX2zfvl0BERFCCCGEEEJI3dW9e3fcv38fAMQmg9ZFw4YNw7lz5+Ds7Iznz5/Lvf3Jkydj3759wuWUlBRYWFjIvZ+a0NPTQ35+vkQ/g5MnT8LHxwcAsHXrVvj5+SkixFrj6+uLnTt3wtLSEsnJyUyHo3AuLi548eIFNDU1ZUr+qkxpaSk0NDSEy4WFhdDS0qp0//3792PSpEkV1uvq6iImJqbK3xk7OzvExMTULOAaePXqFRwdHRnrn8guOTkZ1tbWAL4MvLp48WKV+69duxbLli0DAFy+fBkDBw6s9Rhl5e7ujv/++08ubXE4HDRv3hzOzs5wdnaGu7s72rdvX6M2Y2NjsWrVKhw/flym5POyDAwM4O7ujvPnz9fbczkhqiYrKwubNm2Cv78/srOza9SWmpoaRo8ejcOHDwMAcnNzoaenJ48wCSGk1uzatQszZ86ssN7U1BTv37+HkZERA1ERQgghhKgWGn5MCJG7Nm3aiCxHRkaCx+PVu4rw9VHr1q2xefNmpsMghBBCCCGEEEIqeP36tfB7ExMTpUtAJ6Q2sNlskeXqKpIeOXJE7Ho/P78qf2cEAoHIzIiK4ujoKDLDASF1iZ2dHZo1a4YbN24AAH766SeRwVQ1wefzsX37dixZsgT5+flyaTMnJwcBAQFyaYsQUvsuXbqE6dOnIykpSS7tcbncSq8jCCFE1SxYsIAS0AkhhBBCJERJ6IQQuSufhF5UVISYmBg4ODgwFBFRBE1NTZw4caLKalqEEEIIIYQQUlfQYGvVExERIfy+ZcuWDEZCiOKUT0Kv6rwVFBSEO3fuVFhvYmKChQsXVtlPQUEBeDyebEHKyNTUFH5+fmIrtxOiapo2bQpXV1e0b98erq6ucHV1hbGxMSIjI+X+NysqKgrjx48XzrgiDSsrK3h6eqJ169Zo3Lgx4uPjcf78eTx8+BDAlyRUQohyS09Px8yZM3Hq1Cm5t11fZnAihNRtenp6mDZtGtNhEEIIIYSoDEpCJ4TInZGRERo1aoT4+HjhuvDwcEpCr+NWr14NJycnpsMghBBCCCGEkFqVnZ2NPn36ICwsDLa2tjh79iw6d+7MdFikGgkJCcjOzhYuOzo6MhgNIYrDYrGE37PZbJHlsng8Hn755Rex21auXAlDQ8Mq+9HV1YWGhgZKSkpkD1YKHA4HBw8epITXemrgwIGwsrICADg7OzMcTdV0dXWr3H79+nW0b98eJiYmConn8ePH8PLyQkZGhsTHGBgYYPTo0Rg5ciR69uxZYXDLggULsHz5cqxZs0a4TlHnAkKIdOLj4/8fe/cdFdX1vQ38mUaviiLNil1sgA2NFQQVO2rs9acx9h6jRmNvaGKJsUQTa2wxGo3YFXuv2DUCoggCShGY9v7h63wdmEHKFMrzWYslc865Z28YQJi7777w8/PDw4cPjZ0KEVG+NXDgQHZBJyIiIsoB4ZeXEBHlXMYX/z+/5TUVPuXLl8eYMWOMnQYREREREZHeHT16FDdu3ADwsbB569atRs5InVwux8WLFxEVFWXsVPJcu8QdAAAgAElEQVSVK1euqD329fU1Uib6ERYWhkWLFqFr166oWLEiOnfurFZ0T4WXVCrFhQsXEB0drXXNp4JRsVh7T5o5c+bg0qVLmcYDAwMxYsSIbOVSvXr1bK3LK1NTU+zevRvt2rUzSDzKf2rXro3Bgwdj8ODBcHNzM3Y6WZo3bx7GjBmDsWPHYvv27Xjy5Al8fHxU835+fgYrQA8JCUHLli2zXYBerlw5LFu2DBEREfjll1/QrFmzTAXon8ycOVOtCU1qaqpOciYi3bl//z58fHxYgE5E9AXffvutsVMgIiIiKlDYCZ2I9KJmzZo4cOCA6jGL0Au3+fPnw8TExNhpEBERERER6V3Gzp75oQtveHg4QkJCcPjwYRw/fhzv3r2Dubk5wsPD4eDgYOz08oXjx4+r3pdIJAW2CD09PR23b9/G1atXsW/fPtX4unXr1NY9efIEQ4YMQUBAgKFTJAN4/vy56nv+xIkTSExMhLW1NV6+fAlra+tM64VCIRQKhdYi9KNHj6p1MP6kdOnS2LRpk9bu6Rm1b99edZGOvlhYWGDfvn0F9nuYip7q1atj2bJlxk4DISEhCAwMhFQq/eLaSpUqYdasWQgKCoJIJMrW/kKhEA0aNMDjx48B5I/fj4jofx4+fIgmTZrg7du3xk6FiChfq1WrFipVqmTsNIiIiIgKFBahE5FeZOyE/uDBAyNlQvrWoEEDdOvWzdhpEBERERERGUTGDqDZLc7SpQ8fPuD06dM4fPgwQkJCNP7N/eHDB0RGRrII/f87ceKE6v0mTZrAxsbGiNlkj0wmw927d3H16lXV2507dzJdCKGNXC7Xc4ZkKMnJyTh16pSq8PxTkefnEhMTER0drbUIHdDcCf3KlSvo3Llzpq8XCwsL7Ny5M0cdmocPH44lS5YgOTk528fkRNWqVbF582Z4enrqZX8yHktLS4wfPx4AUKNGDSNnU/hERkaid+/eXyxAd3V1xQ8//ID+/ftneecEbT6/A4dEIsnx8USkHx8+fEBQUJDBC9CVSqVB4xER6UJQUJCxUyAiIiIqcFiETkR6UbNmTbXHjx49glKpzHbnJCo4FixYYOwUiIiIiIiIDMZYRej37t1TFaCGhoYiNTXVIHELg9evXyMsLEz1uG3btkbMRjOlUomnT59CoVAAAO7fvw9ra2s+z0XY7du3ERISgpCQEJw9exZpaWm53ktbEfqFCxcQGBiIpKQktXEzMzP8/fffqF+/fo7ilCxZEvPmzcPo0aNznasmQqEQY8eOxZw5c2BmZqbTvSl/sLa2xpIlS4ydRqEkk8nQo0cPxMbGal1jYmKCyZMnY+rUqbn+Hvvvv/9w+PBh1WMXF5dc7UNEujdq1CjcuXPHoDHFYjGsrKwMGpOISBc6dOhg7BSIiIiIChwWoRORXlSsWBEWFhZISUkBAKSkpCAyMhJubm5Gzox0ydvbG02bNjV2GkRERERERAZjjCJ0Nzc3REZG6j1OYfV5F3QAaNOmjZEyURcdHY3ly5fj8uXLuH79OhISElRz2e12ToVPeno6XFxcEBUVpbM9NRWh79y5E/369ct0oYOJiQl2796NVq1a5SrWqFGj8OTJE6xYsSL3CX+mWbNmmDNnDnx8fHSyH1FRs3z5cpw7d07rvI+PD9auXYtq1arlOkZiYiI6d+6s9n+Xk5NTrvcjIt35999/sX79eoPHdXJyYlMqIipw7OzseFceIiIiolwQfnkJEVHOCYVCVK9eXW3s0aNHRsqG9GXcuHHGToGIiIiIiMigMhadZ+wsrA8sQM+bY8eOqd4vX748qlSpYsRs/icoKAgLFizAiRMn1ArQqWhTKpU6LUAHMhehz5s3Dz169MhUgG5tbY2//vorz3cL+Pnnn7F27dpcd0AVCATo0KEDLl68iJMnT7IAnSiXpFIpli9frnFOIpEgODgYoaGheSpAT09PR6dOnXDjxg218QYNGuR6TyLSnfnz5xslbr169YwSl4goL2rXrm3sFIiIiIgKJHZCJyK98fDwwJUrV1SPHz58iJYtWxoxI9IlZ2dndO3a1dhpEBERERERGZQxOqEXNHfu3MG///6L69ev49WrV3j16hWio6MhkUhgb2+PSpUqoX79+mjfvr3eT/JKpVLs27dP9bh79+56jZcTYWFhxk5BLx49eoR///0Xly9fxqtXrxAVFYXXr19DJBLBzs4OFSpUQP369dGmTRs0bNjQ2OkWCZ//3Bo0aBB+++23TGvKlSuHAwcOZGoqkVtDhgxBly5d8PPPP2P79u1fbE5haWmJypUrw8LCAiKRCM+fP0dgYCDS09Nha2sLZ2dneHt7o3nz5mjXrh0kEolO8iQqzHbs2IGXL19mGi9VqhR27dqFxo0b52n/6Oho9OjRA6dOnco0161btzztTUR5d+XKFYSGhholNs8dEVFBUapUKdX7vPs3ERERUe6wCJ2I9KZs2bJqj9kJvXDp2rWrQTr+ERERERER5ScsQtfszp07WLVqFQ4ePJhl5/a3b9/iyZMnOHToEH744Qd4e3tj3rx5aNWqlV7yOnr0KOLj4wF8fO6GDh2qlzj5kaOjo8FiPXnyBCtXrsSBAwfw7Nkzrevi4uLw7NkzHD16FHPmzEH16tUxa9YsdOnSxWC5FkWffk5FRUVpLEBv0aIF/vzzTzg4OOg0brFixTBz5kzMnDkTUVFRuHr1Kt68eYPY2FgAH293f/XqVVy6dAlhYWG4fv26xn3evXuH8PBwXLx4EStWrEDJkiUxatQoTJw4Uaf5EhU2K1euzDRWu3ZtHDp0CE5OTnna+/z58wgKCtJ45wYfHx94enrmaX8iyrsVK1YYJa6rqyuL0ImowOjYsSOCgoLw+vVrDB8+3NjpEBERERVIrB4kKqKePXuGvXv34v79+4iKikJqaiocHR3h7OyMxo0bo3Xr1rC0tMxTjDJlyqg9fvjwYZ72o/wlKCjI2CkQEREREREZHIvQ1Z08eRKLFi3C4cOHc3X8lStX4Ovri4EDB0KpVOo4O+DPP/9Uvd+mTZtMr1UUNiKRCJUrV0a3bt3g7e2t93hXr17FwoULsXfvXigUihwff+/ePXTt2hUdO3Y0aNF8UZPx59Yn5ubmmDdvHkaPHg2BQKDXHJydndG+fXsAwMuXL7Fs2TLMmzcPiYmJOd7rzZs3mDZtGrZs2YKRI0fqOlWiQuH9+/e4evWq2lj58uVx+PDhPP28TU9Px8KFCzF79mxIpVKNa0aPHp3r/YlId44dO2aUuMOHD2cDIyIqMIRCIXbu3GnsNIiIiIgKNP4FSFTEXLhwARMmTMD58+e1rlm2bBlMTU3Rp08fzJ49W+02VDmR8cRuVp2wqGBxdHSEj4+PsdMgIiIiIiIyuIzFnPmhwEIkEqF+/frw9/fH06dP8fvvv+s95osXLzB48GCdFbf89ttvee7KmlFaWhr+/vtv1eOxY8fqdP/8pE+fPhg5ciQ8PDxgZmam93gxMTEYMWKEzk7W79u3T+fPf2EmEonQsGFD+Pv7IywsDNu2bctyvaYi9AYNGmDTpk2oXLmyvtLMRCaTYf78+ZgzZw7S09PzvN+DBw/w/fff6yAzosLn3r17ahcH2dvbIyQkJE8F6KGhoRg6dCju37+vdU2jRo3QuXPnXMcgIt2IiYnBq1evDB63XLly+Pbbbw0el4iIiIiIiIzH+GfJiMgg5HI5Ro8ejdWrV2ers1haWhrWr1+PHTt2YM2aNejVq1eOY2YsQo+Li8vxHpQ/NW/eXO8dsoiIiIiIiPKj/NIJvVSpUvD394e/vz/8/Pxgb28PAJgzZ45e4yqVSqxZswaTJk1CUlKSTvfWdaFMSEgI3r17BwBo2rQpWrRoodP9DUkoFKJKlSrw9PSEl5cXPD098fDhQwwaNAgAULduXYN0PgeAHTt2YOTIkYiNjdXpvsYolCpInJ2d4e/vj4CAALRq1Qp2dnYAgGnTpn3x2BIlSiAmJgYAULp0acybNw89e/Y06Gs7N2/exIABA3Dz5k2d7puQkKDT/YgKi7dv36o9njJlCtzd3XO1V2RkJGbMmIFNmzZleW7Bzs4O27ZtK/J3iSHKDzL+DDAEiUSCHTt2wMbGxuCxiYiIiIiIyHhYhE5UBEilUvTs2RO7d+/O8bFJSUno3bs3IiIiMGXKlBwd6+rqqvaYJ4UKj+bNmxs7BSIiIiIiIqMwVhG6WCxGw4YNERAQgICAANSqVcvgFwenpKSgW7duOHjwoF7jyOVynexz8uRJ1fuzZ8/O1R5RUVG4fPkyAKBGjRq5LuDTRFN36k8sLS3RsWNHVcF5nTp1YGVlpbYmIiJCZ7lkh1QqxaBBg7B582a9xtHV81/QSSQS+Pj4qArPa9asmeu9li1bhuXLl6NZs2YYNWqUQbrlf27NmjUYOXIkZDKZQeMSFWWmpqZqj319fXO8R2xsLObPn4/Vq1cjNTX1i+vXr1+fqTENERmHRCIxeMx58+ahXr16Bo9LRERERERExsUidKIiYOrUqbkqQP/cd999h4oVK6JLly7ZPkYsFsPCwgIpKSkAPt5yNzExEdbW1nnKhYzj85PdLEInIiIiIqKiKmPRuSGK0Hfv3o1WrVrB1tZW77G0iYuLQ9u2bXHx4kW9x/rUvTyvoqOjAQBff/01mjRpkqs9zp8/j6CgIADA4sWLMWHCBJ3kBgBBQUHYsGEDrK2tUb9+fdSvXx9z585FWloa3N3dsWXLFp3FyquUlBR06dIFhw8f1nus7BQ6FmZisRg7d+5Eq1atdPYamp+fH/z8/HSyV07NmjULM2fONEpsosIqOTkZ165dg6OjIypXrqxxTcZi8PDwcNSpUydb+798+RIrV67EqlWrkJiYmK1jgoODc3TugIj0y9nZGWKx2GAXgI0ePRrjx483SCwiIiIiIiLKX7S32yGiQuHEiRNYunSpTvYaOHCg6gRudmU8WRYfH6+TXMjwZs2aBUtLS/j4+KBixYrGToeIiIiIiMgoMnavFov13+OhS5cuRi1Aj4qKQpMmTQxSgA58vCubLgQHB+Pff//Fpk2bdLKfrq1atQrv379HTEwM/vnnH0yfPt0gX085lZCQgJYtWxqkAB0A0tPTDRInvxKJROjUqVOhaOIwatQogxagKxQKg8UiMoYTJ06gVq1asLW1RdOmTVGlShX8+eefGtdWqlRJ7U6lS5cu/eL3yNWrV9G7d2+UK1cOCxYsyFYBulAoxNq1azF27NicfTBEpFfm5uZo1KiRQWJ9//33WL58ucHv0kRERERERET5A4vQiQq56dOnQ6lU6mSv9+/fY/HixTk6hkXohcdXX32F2NhYnD171tipEBERERERGU3GInRDdEI3JqlUii5duiAsLMygMXWhVKlS8Pf3h4mJiU7204f8nNsnffv2NdgFCAALiQuLn376CStWrDBozLdv3xo0HpE+REVF4a+//sKUKVPQvHlz1KtXTzX3/Plz3L59G3K5XDX25MkTrXsNGDBA9X5oaCg6deqk9n0il8tx8+ZNTJs2DZUrV4a3tze2bt2a7f+HLS0tsXXrVgwZMiTbH9+FCxcQEBCQ42Y3RJTZ6dOn0bZtW8TFxWmcHzRokF7ji8ViLF68GHPmzNFrHCIiIiIiIsrf8l9rHSLSmQsXLuD8+fM63XPNmjWYM2cOzMzMsrXe0tJS7XFCQoJO8yHDyu7zTkREREREVFgVtSL07777zqAFyACLkPOT4OBgHDhwwKAxddVMgYzn6tWrmDRpksHjOjo6GjwmUV6dPn0aly5dUr29fPkyR8dn9TNz3LhxWLNmDWJiYgAA+/fvh5OTE6pUqQKBQICHDx8iLS0tV3k3adIEGzduRIUKFXJ0XFxcHA4fPoxSpUqhdu3a2LVrF9zd3XOVA1FRpFQqcezYMfj5+anGtF3U2KtXLyxevBh3797VeR7VqlXD77//Di8vL53vTURERERERAULO6ETFWJ79+7V+Z7Jyck4ffp0jtZ/ztzcXNcpERERERERERlMxiJ0sbjw9ng4dOgQgoODDR63MH9OC5KrV69iypQpBo+b8XuMCpakpCR0794d6enpBo/t7Oxs8JhE2fX69WscOHAAM2bMwOPHj1XjzZo1w+TJk7F3794cF6B/iZ2dHf766y+YmpqqxqRSKe7cuYPbt2/nqgDd2toawcHBOHXqVI4L0AGgbdu2ePXqFSwsLHDz5k1UrFgRjRo1woEDB3R2JxSiwig+Ph5r1qyBWCxWFaB3794dUqkUVlZWGo8RiUTYt28fihcvrrM8TExMMGnSJFy/fp0F6ERERERERASAndCJCrXjx4/rZd/z58+jdevW2Vqb8TaAdnZ2+kiJiIiIiIiIyCAKQyf07777Drt27friuoiICKN0pU5OTs6yK6pIJMLDhw8NmFHhEhwcjNWrV39x3atXr4xSECiTyb7YFffChQsoUaKEgTIiALh06RJ69er1xXUJCQl4+/atATJSJxaLv1gMt2TJEnTs2NFAGRF9dOHCBfTp0wdPnz41SnwfHx8cPXoU3bp1w+vXr3O9T4kSJTB69Gh8++23eX6Nv1SpUqpmN82aNcOFCxfQvn17WFhYYNiwYRgwYABq1KiRpxhEhYFcLsexY8ewbt067NmzRzVeq1Yt7N+/H6VLl/7iHhUqVEBoaCg6d+6MBw8e5DoXKysrDB06FOPGjeNFX0RERERERKSGRehEhZg+brEHfDwJmR1KpRIJCQlqY/b29vpIiYiIiIiIiMggCkMRekxMjNGK4bJDLpdnmV9B/JznJ3Fxcfn6+VcqlV/MTy6XGygb+uTDhw/5+utGJpN9Mb+kpCQDZUP0P4sXLzb6906TJk1w69YtLFy4EL/++mumu5dqY2ZmhmbNmqFjx47o27evzu9y2rRpU6SmpmLNmjWYOHEiUlJSEBwcjODgYFSqVAlBQUEIDAyEt7c375JBRUZKSgqOHz+O/fv3Y+/evWqNnqpUqYJly5bB398/R3tWrVoVV65cwfLly7F8+fJsXywmFovRsGFDBAYGYvDgwTy/R0RERERERBqxCJ2okIqPj9dbt6qUlJRsrXv16hUUCoXaGDuhExERERERUUGWsQCaBdFERESkzfv37/W6v0AgyNa6kiVLYunSpZg+fTpOnDiBkydPIiwsDHFxcYiLi4OVlRVKlSoFJycnuLq6omnTpmjWrJnOC88zMjU1xejRozFo0CD8/PPPmDdvHpKTk/Ho0SMsXrwYc+fOhZ2dHdq3b48OHTrA19cX1tbWes2JyNAiIiJw8OBB7N27F6dOnVKdV/t00V358uWxaNEidO7cOdvf8xlZWVlh2rRpGDduHE6fPo2TJ0/i5s2bePv2LeLi4mBiYgInJyfVW6NGjeDr6wtbW1udfZxERERERERUOLEInaiQSkxM1NveJUuWzNa6c+fOqT22t7eHRCLRR0pEREREREREBpGxE6dYzJfXiIiIyPAEAgEaN26co2Ps7OzQuXNndO7cWU9Z5Y6VlRWmTp2K4cOHY+nSpVi+fDnS09MBAAkJCdi6dSu2bdsGAPDx8UHXrl3Rrl07lC1b1ohZE+WOQqHAlStX8M8//2DXrl14+PAhTE1NkZaWBuDj3xsCgQBly5bFjz/+iJ49e+rswlcLCwsEBAQgICBAJ/sRERERERER8SwZUSHl4OCgt73d3NyytS40NFTtsYeHhz7SISIiIiIiIjKYjEXoBbET+qJFizBz5kyt82fPnsXXX39tuIT+PzMzM6SmpqJatWoICQkxePyiYuLEiRg2bJjW+UePHqFly5YGzOgjiUQCqVQKBwcH3LhxI8u1JUqUMFBW9EnDhg0RERGR5Zq6desiJibGQBn9z8aNG9GqVasvrrO3tzdANkT6IxKJUKlSJdSqVQu1atVCq1at4OXlZey0dMrOzg6zZ8/GlClT8Pvvv2PBggWIioqCUqlUdYU+ffo0Ll26hJEjR6J8+fLw9/dHo0aN0LBhQ5QrVy7XnaKJ9EUqleL27du4cOECQkNDceTIEbx79w4mJiaqwvO0tDSYmJggPT0djRs3xuTJk+Hv75/pbw8iIiIiIiKi/IZF6ESFlIWFBaytrfXSEd3X1zdb644fP672uE6dOjrPhYiIiIiIiMiQCkMRerFixVCsWDGt81Kp1IDZfCQUClGvXj2cOXMGEokErq6uBs+hqLC1tYWtra3W+fv37xswm/9p3rw5jhw5ApFIxOc/HzI1Nc3yeZHL5YiNjTVgRh8NHDgQ/fv3N3hcIkOoUKECypcvj6NHjwIA+vfvj/Xr1xs5K8OwtLTE8OHDMWzYMBw8eBALFizA+fPnVd2iU1NTAQDPnj3D2rVrsWHDBqSlpcHW1hb169dHs2bN0KBBA3h7e8PKysrIHw0VNa9evcKFCxdw8eJFnDx5Erdv30Z6ejrMzMyQlpYGpVIJAKoCdFNTU8jlcnTv3h0TJkxAzZo1jZk+ERERERERUY6wCJ2oEPP09MSpU6d0uqe7uztq1KjxxXXHjh1DWFiY2lh2OhIRERERERER5WeFoQj9Sz4VdhnSd999hwcPHhg8LmVmjOe/f//+sLS0xJEjRwwem3QjPT1dVVRnKFWqVMHPP/9s0JhE+lKuXDl4enrCy8sLnp6e8PT0hL29PR48eICqVasaOz2jEQqFCAwMRGBgIB4+fIiNGzdi/fr1SEhIAPDxAhiZTAaZTAYAePfuHY4cOYIzZ86ofi5VrFgRTZs2VXVLr1ixIrtLk86kpaXh5s2buHDhAs6ePYvQ0FC8efMGEokEAoEA6enpqrWf/4716YKK6tWrY9iwYejZs2eWF4kSERERERER5VcsQicqxNq0aaPzIvTvv/8+W+uWLFmi9tjMzAwtWrTQaS5EREREREREhpaxaEksLnwvrzk4OBg0nr+/P2bNmoXu3bsbNC5p5ujoaNB4Xl5eWLlyJSZPnmzQuKRb5ubmsLCwQEpKikHiFStWDDt37oSlpaVB4hHl1pe+RkNCQuDl5cXi02yoXLkyFixYgDlz5uDIkSNYu3YtDh48CJFIlOlCmM+LfR89eoSnT5/ijz/+QFpaGkxNTVGhQgXUrl0bHh4eqFatGqpVq4Zy5coVyosLSTc+fPiAhw8fIiwsDGFhYbh58ybu3LmDyMhIKJVKmJqaqn3dabqzkEQigVKphIWFBQYMGICBAwey6zkREREREREVeIXvLBkRqbRv3x6TJ0/WWRcib29v9OnT54vrQkJCEBISojYWFBQECwsLneRBREREREREZCwZi5PyU7HS48ePcfv27Tzv4+XlpYNssqdLly7Ytm1bvvo86kJycjJOnjyJiIgIfP3117Czs9NrvLCwMCxatAiXL1/GrVu34OHhgY0bN8LW1jbHe3l4eMDMzMwgHdGbNm2KAwcOsJA4lx4+fIi7d+8aOw2VevXq6bwhhiZOTk44evQoqlevrvdYRHk1f/58VKhQAcDH7xFvb2/069cP586dAwD4+fkZM70CSSwWo02bNmjTpg3i4+Oxf/9+bNu2DSdOnIBQKIRMJoNCoVA7Ri6XQy6XA/jYuTosLAz379/H3r17IZfLIZVKIRaLUb58edSsWRM1a9ZUFae7u7tDIpEY40MlI0hKSsL9+/fVis3v3r2LV69eQalUwszMDEqlEmlpaWrHafu9SSKRQKFQwMLCAl27dkX37t3RokULfk0RERERERFRocEidKJCrHLlyujcuTP27NmT570cHBywe/fuL54UDg8PR69evTKNjxgxIs85EBERERERERlbxk7oxiyefv/+PY4fP46QkBAcOXIEz58/18m+bm5u8PT0xLVr13Synzb9+/fH+vXrC0UBulKpxK1bt1QX5p87dw7p6ekAgCdPnmDp0qU6iSOXy3Hv3j1cunRJ7fWedevWqa178uQJhgwZgoCAgBzHMDc3h5+fH/bv35/nfLMSEBCAPXv2wNzcXK9xCpOEhAS17/kXL14YOyU1nTt31nsRetmyZXHs2DFVUS9RfletWjUEBwcbO41Cy97eHv369UO/fv3w7t07HDhwANu3b8eRI0cAAAKBQGNHauDj/92fFw7LZDI8evQIjx49wj///AOFQoH09HQIhUK4ubmhbNmyqFixIsqWLYvSpUujTJkyKF26NFxcXFhQXIAkJycjPDxc9fbixQs8f/4cT548wfPnzxETEwPg4919P30NfC47F+mZmZkhLS0NNjY2CAoKQvfu3dG0aVN+nRAREREREVGhxCJ0okJu1qxZ+OuvvzJ1/sgJFxcXhISEoHTp0lmui46ORqdOnfD27Vu18cDAQNSrVy/X8YmIiIiIiIjyC2MWoSsUCly5ckVVgHrp0iXIZDK9xJoxYwY6dOigl70tLS2xaNEifPPNNxAIBHqJYQgxMTE4cuQIQkJCcPToUbx+/Vrjuoyvk+REREQELl++jEuXLuHSpUu4du0akpOTs3Xsp46vuTFt2jS9FaFLJBLMmDEDU6ZMgVjMl6ezIpfLcfnyZdX3/OXLl/P0vOrb4MGDMW/ePK3fC3nVtWtX/PLLL3BwcNDL/kRUsNna2qJ3797o3bs3kpOTcerUKfz777/4+++/ERkZmaO7fHy+TqFQ4MWLF3jx4gXOnDkDU1NTAB87qiuVSggEAhQvXhxubm6oUKECKlSogNKlS6sK1R0dHVG8ePFCcdFdfpeWloaYmBhERUWpCszDw8Px5MkTPH36FFFRUUhMTATwsaP+py7lGbuaA9krNv9EJBJBJBJBKpWidu3a6NixI/z9/eHp6cnnnYiIiIiIiAo9vspPVMhVr14dEyZMwKJFi3J1fPv27fHLL7/A2dk5y3VXr15Fp06dEBkZqTZubm6On376KVexiYiIiIiIiPKbjEXomopok5OTcfXqVfz333949+4dHBwcUL58edSrVy/T8dmxYcMGhISE4Pjx44iLi8t17jnRvn179OnTB46j/r8AACAASURBVJs3b9bpvj4+Pti0aRPc3d11uq8hSKVSnD59WtXt/MaNG1AqlTrb/8mTJ6omAo8fP4azszNevXqls/1zwtvbG5MmTcr160na1KxZE7///jtq166t030LE4VCgbVr1+LIkSM4fvw4EhISjJ1Stpmbm2Pjxo1o166dTovlixUrhlWrVqFHjx4625OICjdLS0u0bdsWbdu2xcqVK/HkyROEhIRg//79CA0NRWpqKszMzPDhw4cc7Zuxe/qnsdjYWMTGxuLGjRuQSCQQi8WQyWSqLuwCgQCWlpYoVqwYHBwc4OjoCBcXF5QsWRIODg4oUaIESpQooXrfwcEBFhYWOvt8FERKpRLv379HTEwMYmJiEBsbq/Z+dHQ0Xr58iTdv3iA2NhYJCQlqz42pqamqE76m/5NkMlmuL+YUiUSQSCRITU1FyZIl0bp1a7Rr1w6tWrVCsWLFcv0xExERERERERVELEInKgLmzZuHa9eu4fjx49laLxKJ4Ofnh7Fjx8LX1zfLtS9fvsSSJUuwZs0ajZ0h1q9fj3LlyuUqbyIiIiIiIqL8JqtO6NeuXcPSpUuxe/duVdHR51xcXDBmzBiMHTs2R10RBw8enPuE82DdunVISEjAgQMH8rxX1apVMWnSJPTt2zdXhfj5wffff6/TovPo6GisXLkSly5dwtWrVxEfH6+aS0lJQUpKis5i5cb8+fMRGxuL3377Lc97lS1bFhMmTMCQIUNgYmKig+wKL6lUiqFDhxo7jVzz9/fHunXrMGzYMKSnp+dpL2trawwdOhQTJkyAo6OjjjIkoqLI3d0d7u7u+PbbbyGXy3H79m2cPn0aR48exZkzZ5CUlARzc3OkpaXl6a6ywMef4xl/D1QqlUhKSkJSUhLCw8NV4yYmJhCJRFAqlZmKok1MTGBlZQULCwtYWVnBysoKNjY2sLW1ha2tLWxsbFTjmt4sLS1VBfGf3kQiUZaPhUKhxrvUKJVKyOVyVY4ymSzT44xj6enpqo9Z29u7d++QkJCA9+/fIzExUTWekpKCpKQkteLxzz9Xcrlc4+/an9PU3Ty3JBIJhEIh0tLS4OLiglatWqFFixb46quvULZsWZ3FISIiIiIiIiqIWIROVASIRCLs2LEDLVu2xO3bt7WuMzMzw9atW+Hr6wtra2ut616+fIkzZ84gJCQE27dv13pCafbs2ejZs2ee8yciIiIiIiLKLzQVoaekpGDAgAHYuXNnlse+fPkSEydOxP79+3Ho0CFYWVnpM9U8MzU1xd9//43g4GDMmTMnVx2ZGzZsiBEjRsDLy0vVcdTS0lIP2eqfLgvQASAoKAihoaE63VOXhEIhNmzYgEaNGuH7779HdHR0jveoXbs2RowYgcaNG8PU1BSpqaksQi8CBgwYgGrVqmHo0KG4detWjo8vVaoURowYgW+//RZ2dnZ6yJCIijKRSIQ6deqgTp06GDNmDBQKBcLCwnD27FlcvHgRZ8+exbNnzyAUCmFiYpLjbuk5kdXFOunp6YiLi9N6FxyhUJipcFypVEKhUEAmk+W6mF4oFKreFAoF5HJ5rn8HEolEEIlEajkqFApVjjnZN68XNmWXUCiEqakpPnz4ABMTE9SoUQNfffUV6tevjyZNmsDFxcUgeRAREREREREVFCxCJyoiHBwccP78efTt2xd79+7VuCY1NRVdunSBg4MDXFxc4OLiAldXV8hkMrx9+xaxsbF4+fIl/vvvvyxjSSQSrF692mid2oiIiIiIiIj0JWMRelRUFIYPH46bN29me4/Q0FAEBQXh0KFDGrtN5icCgQDjx4/H//3f/2HdunU4dOgQzp8/r7Ugy97eHu7u7gCAmJgY3Lp1C7169VJb4+TkBG9vbwQGBqJHjx75vhhfX8LCwoydQrYMGjQIPXv2xKZNm3DgwAGEhoYiKSlJ41obGxu4u7tDLBYjJiYGT548yfT6kIODA7y9vREQEIDevXvD3t7eEB8GGVj9+vVx8+ZNHDx4ENu2bcOpU6cQFRWlca2JiQm8vLwQEBCAgIAA1K1bN9//bCSiwkMoFKJGjRqoUaMGhg0bBgBISkrC9evXcfnyZZw7dw5XrlxBVFQUlEolzM3NoVAodNppOzcUCoVeCrM/FYnrglwuV+tmnt98/lxKJBKUL18ePj4+aNCgAerVq4fq1atDLOapdCIiIiIiIqKsCJS6buFDRPmaUqnEokWLMHfuXCQmJup8/6ZNm2Lx4sXw9vbW+d5ERERERERExhYdHY1SpUqpHpuamua6CGnz5s3o3bu3xrnGjRvj3Llzudr3kxs3bqB27dp52kOT9PR0REREICYmBvHx8TA3N8fly5exY8cO3Lx5M0ddLa2trTF16lSMHz8eX3/9Nfbs2YNatWrlqKhfn3bv3o2goKA87dGvXz9s2rQp07iDgwPevn2bp72zcvnyZb28PiOTyRAeHo7Y2Fi8ffsWFhYWuH37NrZt24bLly/nqHDNzMwMY8aMwYwZMzBx4kSsWrUKjo6OeP36tc7zzu9q166dq67hn3v8+LHqIpD8KCoqCm/evEFsbCyAjxekODk5oVixYkbOjMiwPv8//kv/Zz548ABVq1YF8PGioPXr1+s9P9IsNTUVjx49QlhYGMLCwnDjxg3cuXMHERERUCgUMDU1BQCjF6eTOoFAADMzM8hkMkilUpiamsLd3R21a9dGzZo1Ua1aNVSrVg1lypSBSCQydrpEREREREREBQ4v3yYqYgQCASZPnozBgwdj0aJFWLlyJVJSUvK8Z5MmTfD999/Dz89PR5kSERERERER5T8ZO6F/XmhUtWpV+Pr6ws3NDcnJyThx4gTOnDmjda85c+ZoLULPDYFAADs7O8THx+tsT01MTExQoUIFODo64pdffsFPP/2Ely9f5mqvxMREfPfdd9i9ezecnJx0nGnRIxKJULlyZXTr1k1vDQLEYjHKly8PFxcXbNy4EUuWLMHTp09ztVdqaioWLFiAvXv3okGDBjrOtPATCoWwsbFBQkKCsVPJFmdnZzg7Oxs7DSKiXDEzM0PNmjVRs2ZNtfH09HQ8fvxYVZx+69Yt3Lp1Cy9evIBcLodEIoFYLIZSqURaWlqOLtaj7BGJRDAxMYFSqYRUKoVcLoe5uTkqVqyIOnXqwMPDQ1Vs7ubmlun3eSIiKrykUikeP36M6OhoVKpUCS4uLtk6Ti6X4+3bt3BwcMj2/xspKSkIDw9HVFQUhEIhPDw8ULx48Wwdm56ejsTExGyvJyIiIspPWIROVEQVL14cCxcuxMSJE3Hw4EGEhITg2LFjiImJydbxpqamqFWrFjp27IiePXuiTJkyes6YiIiIiIiIyPg0nXy0s7PDokWLMHjwYAgEAtX4Dz/8gJEjR2LlypUa93r48CGuX7+OunXr5jofR0dH+Pn5oXXr1vDz88Ovv/6K6dOn53q/7AoJCcGQIUMQERGhk/2uXbsGGxsbnexlLBYWFmjRogUCAgLQvHlzVKtWzWCx+/Tpg5EjR8LDwwNmZmZ6j3fx4kUMHDgQ9+/f18l+jx49QlRUlE72KuycnJzg5+cHf39/+Pr6YtmyZZg7d66x0yIiKrJMTExQvXp1VK9eXW1cJpPh2bNnCA8PR2RkJCIiIhAeHo6nT58iPDwcr1+/RnJyMgCoCtUVCgU7qWcgFApVXebT09Mhl8tVF146OzujbNmyqFChAlxdXeHm5gZXV1eUK1cOzs7Oar+XExFR0SKVSrFw4UKsXLkS0dHRAD5euN+8eXNMmzYNzZs3z3SMXC7Hjh07sGrVKty4cQOpqamwsbFBv379sGDBAlhYWGiMdeDAAWzatAn//PMP0tPTVeMSiQRt27bFrFmzMl3EBnxsarBu3Tps2LAB9+7dg1QqRcmSJTFo0CBMnz4d5ubmOvpsEBEREekXi9CJijgHBwf069cP/fr1g1KpxN27d1W31I6JiUFsbCxSUlJgZ2cHOzs7ODg4wMPDAzVq1IBEIjF2+kREREREREQGlbEI3cTEBIcPH0b9+vU1rl++fDmOHTuGBw8eaJw/c+ZMjorQJRIJGjVqBH9/f7Ru3Rq1a9c2aIHNu3fvMG7cOPz222863/v9+/c631PfqlSpgoCAAAQEBOCrr75SFUmlpqbqNI5QKESVKlXg6ekJLy8veHp64uHDhxg0aBAAoG7dunrrfP65Dx8+YPr06Vi2bBkUCoVO905KStLpfoWFiYkJGjdujNatW8Pf319j8QIREeU/YrEYlSpVQqVKlbSuSUpKwsuXL1VF6pGRkXjx4oWqUD0+Ph5JSUlqBW1CoRASiQRCoRACgQAKhQIymQwymcwQH1aemJiYQCQSQSAQQKlUQi6XQyqVqnWHNzc3h7W1NRwcHFCuXDmUL18epUuXVisyd3JygomJiRE/EiIiys8SEhLQrl07nDt3Tm1cqVTixIkTOH36NJYtW4aRI0eq5p49e4ZOnTrh9u3base8f/8eK1aswNGjR3Ho0CGUK1dONZecnIwBAwZg165dGvOQSqXYt28fjh49ii1btqBjx46quStXrqBLly6ZLux/8+YN5s+fjyNHjuDkyZOwtrbO9eeBiIiIyFBYhE5EKgKBAB4eHvDw8DB2KkRERERERET5UsYi9MmTJ2stQAcAkUiEwMBArUXoGU9wflKhQgXVCdPy5curClCbN29utJOQL168gK+vLx4/fqzXOFKpVK/754WlpaWq23lAQADKli2b672yuqW3paUlOnbsqCo4r1OnDqysrNTW6KoLfXbFxMQgICAA165d02uc/Pz865O7uztu3boFAKhYsaLqe75Zs2awtLQ0cnZEZCz29vYYOnQoAKBx48ZGzoZ0zcrKCpUrV0blypWzXJeWloaEhAQkJCQgPj5e479v375FTEwM3r59i7i4OLx//x5SqRQymUz1r0wmg1wuVyv6ziuhUAixWAyRSASxWAyxWAyJRAITExPY29vD3t4eJUqUQIkSJVSP7ezs1P799L6trS1EIpHOciMioqJHKpWiQ4cOOHfuHCwtLdGoUSOcPXsWHz58UK2Ry+UYNWoUSpcujQ4dOuDEiRMICgpCXFwcgI9N/GJjY9X2ffDgAXr06IFz585BLBbj9evX8PPzw507dwAADRo0gKenJ8LCwnDy5Em1Y5OTk9GjRw+cP38edevWxZYtWzBkyBDVxeua4l27dg3ffPMNtmzZovPPEREREZGusQidiIiIiIiIiIgomzIWDrdv3/6Lx2TV6fzTbaEz2rhxIyZOnAhTU1NUrFgxZ0nqwb1799C6dWu8fPlS77ESEhL0HiM3Ro8ejYULF6q6nedVUFAQfvvtN9ja2sLb2xv16tXD3LlzkZaWBnd393x1sjk8PBy+vr549OiR3mPpuot8QfHnn3/i7t27sLGxUeuuR0RFm6OjI9asWWPsNMjITE1N4ejoCEdHR53s96kDeXp6utZ/ZTIZTExMVAXlmv791JGdiIgov1ixYgXOnDkDPz8/bN26FQ4ODpgzZw6mT5+eaW3//v0xYcIEzJw5E3K5HN988w2mTp0KV1dX7N27F126dFFbf/nyZaxYsQKjR4/G119/jTt37sDS0hK7du1CQECAap2vry+OHTumdmxaWhq6deuGzp07Y/HixTA1NcWMGTMwatQoFC9eHMHBwRg/frzaMdu3b8fMmTPh7u6uw88QERERke6xCJ2IiIiIiIiIiCibMhbamJiYfPEYW1tbrXOJiYla49SoUSNnyenJ9evX4evrq+oKpm8pKSkGiZNTrq6uOitAB4BVq1bhp59+glj8v5doFy5ciLS0NJ3F0IWnT5+iWbNmiIyMNEg8mUxmkDj5jUgkQq1atYydBhERFQEikQgikQhmZmbGToWIiEhnYmJi8OOPP6Jq1arYt28fzM3NASDTXcU+SUhIwLRp0wAAP/30E0aNGqWa69y5M1xdXTP9HfzHH3/AwcEBp06dgoWFBUJCQuDj46O2pkaNGpmK0IGPf1svXrwYYrEYO3fuVGtqMGLECEycOBEKhUI1plAoEBwcjNWrV+fwM0FERERkWCxCJyIiIiIiIiIiyiaRSKT2+PMCYm3kcrnWuRIlSuQ5J32Kj49H586dDVaADmT9+SpssvP1Y0ypqano2rWrwQrQAUCpVBosFhGRMdSpUyff//wnIiIiKmhmzJiBd+/eYcOGDaoCdAB49uzZF4/7vAD9k3LlymX6W/jmzZuYOHEiAGD8+PGZCtCBjxfyayMQCLBhw4ZMd9UzMTGBi4sLIiIi1MaPHDmSZe5ERERE+QFf5SIiIiIiIiIiIsqmjJ3Qs1NEpq3bOfCxu3Z+1r9/f7x48cKgMT08PAwaj7QbM2YMbt68adCYbm5uBo1HRGRoK1asMHYKRERERIVKfHw8Nm3aBC8vL3Tp0kVt7sKFC1qP69SpE2bNmqV1T02io6Ph4OCACRMmZJqTyWS4evWq1ngTJkxA3759sx3vv//+g1QqhUQi0bonERERkbGxCJ2IiIiIiIiIiCibMhahZ+yMrklWReguLi55zimnUlJSkJ6e/sV169evx/79+w2QkbpixYohISEhyzV2dnYGyqbw+fDhA9LS0r647tChQ/j1118NkJG64sWLf/H5t7GxyfS9SEREREREREXT5s2bkZqaivHjx6uNv3nzBteuXdN4jJmZGYKDg7XumVUH9YkTJ8LGxibT+Llz55CSkqLxGCcnJ8yYMUPj3Js3b5CUlJRpXC6XIyIiAuXLl9eaCxEREZGxsQidiIiIiIiIiIgom3LTCT08PFzrXLVq1fKcU06NGjUKGzZsMHjc7Prnn39gb2+vdV4kEkEmkxkwo8Jl7ty5mDt3rrHT0OrKlStZPv8A8OrVK5QqVcpAGREREREREVF+tmXLFlhbW6NDhw5q4zt37oRSqdR4zIQJE1C2bFmNc69evdJaTC4Wi9G/f3+Nc7///rvWHOfPnw8rKyuNc0+fPtV6nIWFhdY5IiIiovyARehERERERERERETZlJsi9Hv37mkct7S0RKtWrXSSFxERERERERFRUXTgwAGcPXsW5ubmauPr1q3TuN7MzAwTJkzQut+jR4+0zrVq1QolS5bMNJ6SkoLdu3drPKZMmTLo27dvjuMJBAI4ODhoPY6IiIgoP+A9S4mIiIiIiIiIiHJAIBCo3s9OEfrt27c1jgcEBMDMzExneRERERERERERFTWOjo7o0qWL2tjVq1e1vh7ToUMH2Nraat0vJCRE61yfPn00jv/1119ITEzUONe7d2+115KyG8/NzS1brzsRERERGRN/WyEiIiIiIiIiIsoBoVAIuVwO4MtF6Pfv38ezZ880zmU8QWooNjY2cHR01DqvUCgQExNjwIz+x87ODqamplmuEYlEBsqmcLKyssry+VcqlYiJidF6y3J9sra2ztatxjPekYCIiIiIiIjoc5s2bdI617t37yyP3bdvn8ZxKysrdOzYUePc5s2bcxVPKpXi0KFDGud8fHyyyJKIiIgof2AROhERERERERERUQ6IRKJsF6Hv2bNH43iFChWMVoQeHByM4OBgrfMHDx5Eu3btDJjRR3Xr1sXly5dZZK5nU6ZMwZQpU7TOX7t2DV5eXgbM6KNy5crhzp07sLS0NHhsIiIiIiIiKjxkMhn+/PNPjXOmpqZo0aKF1mMfP36M+/fva5zr2LGjxguno6OjcezYMY3HlCtXDlWqVNEa79SpU3j37p3GORahExERUUHAljFEREREREREREQ58HkX5qyK0NPS0vDrr79qnJs9ezYkEonOc9OFN2/eGDymlZUVduzYwQL0fMAYz79YLMb27dtZgE5ERERERER5dvjwYcTGxmqca9SoUZZ34NLWBR0AgoKCNI5v375d1awgo1atWmWRqfZ4AoEAgYGBWR5LRERElB+wEzoREREREREREVEOZLcI/ddff0VkZGSm8Tp16qBHjx56yU0XlEqlwWOuWrUKFStWNHjcgkwoFKqK9j//miyIfvzxR9SvX9/YaRAREREREVEhsGXLFq1zlSpVyvJYbR3Ura2t0bp1a53Gk0ql2Lt3r8a55s2bo3Tp0llkSkRERJQ/sAidiIiIiIiIiIgoB7JThB4VFYVZs2ZlGpdIJPjll18gEAj0ll9elSpVyqDxJk2ahL59+xo0ZmHQrVs3dOvWTef7Ojs763zPrPTu3RuTJ082aEwiIiIiIiIqnBITE7F//36t82XKlNE6FxoaimvXrmmc69u3L0xNTTONP3jwQOsxX4q3Y8cOvH79WuPcgAEDtB5HRERElJ+wCJ2IiIiIiIiIiCgHPhWhCwQCVSfqzymVSvTr1w9xcXGZ5hYsWJDvOz43bNgQIpFI662kdenHH3/E9OnT9R7HUORyOS5fvox///3X2KnkWo0aNWBvb4/4+Hi9xxo2bBhWr16dry/KICIiIiIiooJjz549+PDhg9b5rIrCFy9erHFcLBZjwoQJGuey6oKeVTylUomlS5dqnKtYsWK+voMeERER0ecK9n1aiYiIiIiIiIiIDOxTEbqmAnQAGD9+PI4dO5ZpPDAwEOPGjdNrbt988w3u37+P+/fvo2rVqrnaw97eHn5+fjrOTJ1QKMSyZcsKRQF6eHg41q1bh65du6JEiRJo1KgRZs+ebey0ck0kEqFLly56jzNp0qR8f1eAgmDMmDGq7/msiimIiIiIiIiKgq1bt2Y5X7JkSY3jp06dwoEDBzTODRw4EGXLltU4t23btlzF27hxI27duqVx7scff9R65z0iIiKi/Ia/tRAREREREREREeXApyJ0TScE586di2XLlmUar1u3Lv744w+951a8eHEUL148z/v8+OOPOHz4MJRKpQ6yUufu7o5NmzbBx8dH53sbQnJyMk6dOoWQkBAcOXIEDx8+1Nne169fh0KhgJmZmc72zI3vv/8ef/zxB9LT03W+t5OTE9atW4e2bdvqfO+iyMHBAQ4ODsZOg4iIiIiIyOhevXqFEydOZLkmMjIy01hqaipGjRqlcX2pUqWwcOFCjXPnzp3D8+fPvxgvYwF7TEwMpk6dqnF948aN0b179yz3JCIiIspP2AmdiIiIiIiIiIgoBz51QP+8CF2hUGDs2LGYNm1apvU1a9bEkSNHYGdnZ7Ac88rLywtz5szR6Z4CgQDffvstbt26VSAL0A8dOoQWLVqgWLFiaNeuHVasWKHTAnQAqFSpEqpUqaK1w5qhlC1bFmvXrtX5vj179sTdu3dZgE5EREREREQ6t23bNigUiizXPHjwINPY//3f/+HOnTuZxoVCIdavX6/19ZwtW7Z8MaeM8aRSKbp27Yro6OhMax0cHLB9+3beMYyIiIgKFBahExERERERERER5UDGTugpKSno3Lkzli9fnmlttWrVcPToUZ10Jze0qVOn4ocffsjzyU+xWIxevXrh1q1bWLlyJSwsLHSUoWGdPHkSJ0+e1Et38PyoX79+WLVqFSQSSZ72EQgE6NixIy5evIitW7eiWLFiOsqQiIiIiIiI6H+yKgr/9Lfthg0bEBERAeDj6zkDBw7E5s2bNR6zcOFCrRdRS6VS7Ny5U2u8T68ZLV++HAkJCQA+dkBv3749zpw5o3H95s2b4erqqnVPIiIiovyIRehEREREREREREQ58KkIXSQS4dWrV/jqq6/w999/Z1rn6+uLs2fPomTJkoZOUWdmzpyJI0eOwMvLK8fHuri4YNSoUXj8+DG2bNkCDw8PPWRI+jR8+HCEhoaiadOmOT62RIkSGDx4MO7du4e//voL9evX10OGRERERERERMC9e/dw8+ZNrfOzZ8+Gq6srYmNj4eHhAT8/P1SoUAEbN27MtFYgEGDRokWYMGGC1v0OHTqEuLg4rfPLly+HhYUF7t27h6pVq6Jly5aoXLkyDh8+nGmthYUFDhw4AH9//y98lERERET5j/jLS4iIiIiIiIiIiOiTT0XoqampaNCgAcLDwzOtGTVqFIKDgyESiQydns61atUKrVq1wunTp3Hw4EGcOHECjx49QmJiomqNvb09nJyc4ObmhhYtWiAgIIBF54VE/fr1cerUKVy5cgX79+/H8ePHce/ePbx//161xsbGBk5OTnB1dUXTpk0REBAAT09P3kKciIiIiIiIDOJLXdCHDBmCli1bIjAwEK9fv8bRo0c1rnV2dsbq1avRoUOHXMdzdHTEsGHDULJkSfTt2xevX7/G69evNa6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8BwAAQFYrkP4UIO+bP3++tmzZknLt4eGhoUOH2rEi+0vdnBIWFqaYmBiD2MmTJ/X888+n+e3l1IYPH54p9eV3/v7+qlGjhpo3b6579+7ZuxwAQAY5Oztr6dKlJseWL1+ezdUAyIt69eqlWrVq6fPPP7d3KQAAAIDVli1bplq1aqljx46Ki4uzdzkAACAPqVq1qsk7lSYnJ2vlypVW73f9+nUNGDBAHh4eKleunLp3766zZ88a7Jtb2dKEfufOHbNjVapUyXBNpowbN04JCQlmc/r5+Wn9+vUZakBfu3atJk+ebBDr06ePunXrZvOe/ypRooQ++eQTXb58mQZ0AACQ49GEjnzv2rVrmjRpkkFs4sSJcnZ2tlNFOYOpExIfPxn99OnT6ty5s+7evWvxnkWLFtXAgQMzo7x8LyYmRsnJyQoKCtKQIUPsXQ4AIBO0bdtWb7zxhlF87969Vt2KEwBMefjwoZKTkzV58mT9+uuv9i4HAAAAsMrDhw8lSXv27NEHH3xg52oA4P9j777jmrr+/4G/wggbkaE4cMBHwS1Oam2ddaBW6kBU6lZc1Nm6aGtrHXXXWlsntg4crdo6sNaKVK0LFReOKioKOBAQQXby+8Of+RJZGTe5JLyej0cfzb333HNeKq3JyfueQ0TGJjg4GJ6enoXO7969W+2+FixYgK1btyrtwm4sNClCf3sH2IL3dujQQZBcBZ09exanTp0q8lq3bt0QHR2NXr16aTXGwYMHMXz48EIPFHzwwQc4cOAAVq5cqVGBe5MmTbB06VLExcXh66+/hrOzs1Y5iYiIiPSBRehU7k2YMEFpJW8XFxcWSgPw8PAodO7evXsAgJs3b6JTp05KW0up4uOPP4adnZ0g+co7X19feHl5AQD27t2LH374QeREREQkhMWLF8Pa2lrpnEwmw2+//SZSIiIyFlOnToVEIoFcLseQIUOQmJgodiQiIiIiIpUNGjQIrq6uAF7vbLpv3z6RExEREZExMTc3x4oVKwqdj42NxYULF9Tqy5gXldGkCP369etFnm/fvj0qVqwoSK6Cli1bVuicRCLB559/joMHD8LR0VHjvuVyOb755ht8+OGHhVZar1atGnr06AGJRIJJkybh3r17CAsLw8iRI+Hh4QFLS0tFWxMTE7i6usLb2xv+/v7YuHEj4uPjER0djWnTpsHW1lbjjERERET6xiJ0Ktf27NmD/fv3K50bN26c0geA8qq4ldD/++8/dOzYEU+ePFG7z/HjxwsRjQBYWVlhx44dip/VadOmITo6WuRURESkrerVqxe5taImq60QERXUvXt3TJo0CQDw7NkzBAYGQiaTiZyKiIiIiEg1Li4u2LJlCyQSCQBgxIgRiIuLEzkVERERGZPu3bvDx8en0PmyNj//v//9T7SxTU1NlY5LK0JPTEzEnTt3irzWp08fwXK9kZGRgb179xY6v2HDBnz99deFiujVkZqaCj8/P3z++edFzqtOnDgR5ubmimMLCwsEBARgw4YNuHPnDjIzM5GRkYGnT58iJycHiYmJuHjxInbu3IkRI0agatWqGmcjIiIiEhOL0KncSktLQ3BwsNI5qVTKQun/r6gi9GPHjqFjx44arZrYv39/NGjQQIho9P+92Y4LALKzszFgwAClVf2JiMgwTZ06tdDE7b///ousrCyREhGRsfj222/RrFkzAK/f28+fP1/kREREREREquvcuTNmzJgBAEhJScHAgQORl5cncioiIiIyJm/eaxT0999/i5Dk/0gkEtSuXRt+fn5YtWoVhg8fLloWdVdC37NnT5EF23Z2dvD39xc0GwBERUUVen84f/58jBgxQqt+d+/ejfr16+OPP/4o8rqdnR3GjBlTaj/W1tZwcXEpVMxPREREZMhYhE7l1uzZs5GQkKB0buDAgahcubJIicoWR0dHODg4KJ377bff8OjRI7X7Mjc3x8KFC4WKRgVMmDABfn5+AIDbt29j3LhxIiciIiJt1axZEwMGDFA6l5ubi6ioKJESEZGxkEql2LFjh2I716+++gr//POPyKmIiIiIiFQ3b948xQql//77Lz7//HORExEREZEx6d27N7y8vJTOXb58GZmZmXrLUHBF7A8++ACpqamIjY3F3r17ERwcLGoBc8EidFVybNmypcjz06dPh5OTk2C53rh//77Scf/+/TF79myN+4uLi0PPnj3h7+9f4kJ9q1evhqOjo8bjEBERERkyFqFTuXT9+nX8+OOPhc5PnjxZhDRlV1GroWti7Nix8PDwEKQvKmzjxo1wc3MDAGzduhWbN28WNxAREWmtqBUz/v33XxGSEJGxqVOnjuKzUH5+PgYNGoSkpCSRUxERERERqcbMzAxhYWGoUKECgNe7/Rw5ckTkVERERGQsJBIJRo0apXQuNzcX58+f18l4bm5u+OijjzB//nwcPnwYSUlJOHv2rOK6vb097O3tdTK2JtQpQg8PD1f6tbxRqVIlTJ06VfBsAPDixQul4zlz5mjUT3JyMmbMmIF69erh4MGDJbYdPHgwhgwZotE4RERERMaARehULs2dO7fQtk8+Pj5o2rSpSInKJiGK0O3t7fHFF18IkIaK4+joiO3btys+6E+cOBE3b94UORUREWnjnXfeKTSxfPr0aZHSEJGxCQwMVHwxEh8fj2HDhkEul4ucioiIiIhINbVq1cL69esBAHK5HB9//DEeP34scioiIiIyFl27di10Tp35+dKKs0NCQnDo0CE8ffoUcXFx2LNnD2bPno2uXbvqZHVwIRUsQjczMyu2XV5eXrErkM+bN0+xU6PQ3v79q1Gjhlr3Z2RkYP78+XB3d8fixYvx6tWrEtt7eXkVufghERERUXnCInQqd65cuYLffvut0Hk+nVqYEKuXz549G87OzgKkoZK0bdtWUeyfkZEBf39/ZGVliZyKiIg0ZW5ujo4dOyqdu3btmkhpiMgY/fDDD6hbty4A4ODBg1ixYoXIiYiIiIiIVNe/f3+MHj0aAPD06VMEBgYWWniGiIiISBMNGzZE1apVlc6pMz8/duxYdOrUCe+99x6mTp2KsLAw+Pj4KK5PmzYN3bt3h4uLi2CZ9UXVIvQvv/wS0dHRhc737du3yJ1ghdKwYUOl46NHj6p038OHD/HZZ5/Bzc0NISEhhVZUL0rTpk0RGRkJOzs7jbISERERGQsWoVO5M3fu3EKr/EmlUgQEBIiUqGy6c+cOwsLCtOrD29sb06ZNEygRlSYkJATt27cHAFy9ehVTpkwRNxAREWnl7dVWEhMTRUpCRMbI1tYWO3bsgFQqBQDMnDlTZ9sKExERERHpwnfffYcGDRoAAP7++28sXLhQ5ERERERkLLp06aJ0HB8fr/K9HTp0wNGjR/HPP/9g2bJlCAgIQIUKFYSOKApVitDDw8OxaNGiQudr166NjRs36iwbADRp0gTVq1dXHIeEhBT73UpOTg4OHDiAAQMGwN3dHUuWLEFKSopK47Rp0wYRERGoVKmSILmJiIiIDBmL0KlcuXTpEvbt21fofM+ePVGxYkUREpVNMTExeP/99xEXF6dxH+bm5ggNDS3xCWgSlomJCbZu3arYZuynn37C7t27RU5FRESa6tChg9JxRkaGSqtvEBGpytvbG4sXLwYA5ObmIiAggP+fISIiIiKDYWVlhR07dsDKygrA6xU3T548KXIqIiIiMgZvFv56IyEhQZwgZdCbQvSi6gBOnz6Nfv36FdqhxsbGBrt27dJLMf706dMVr2/fvo1WrVph3bp1iIqKwj///IMff/wRQ4cOReXKldGrVy/s2rULeXl5Kvc/evRoHDlyBA4ODrqIT0RERGRwWIRO5UpRq6ADwJAhQ0RIUzZFR0ejXbt2Wq+2Onv2bDRp0kSgVKSqatWqYfPmzYrj0aNH4969e+IFIiIijbm7uyutKgJwopuIhDdp0iT06tULABAbG4vRo0eLnIiIiIiISHUNGzbE8uXLAQD5+fkYOHAgnj9/LnIqIiIiMnR169ZVOlZnJXRjV1wR+j///ANfX1+8evVK6byVlRX279+PFi1a6CXf2LFj0bJlS8Xxo0ePEBQUhJYtW6Jdu3YYP348fvnlF6SmpqrVb9WqVXHo0CGsW7cONjY2QscmIiIiMlgsQqdy48KFC/jjjz8KnXdycoKvr68Iicqes2fPokOHDkhKStKqn8aNG2POnDkCpSJ19ezZE4GBgQCAFy9eYMCAAcjNzRU5FRERqcvc3Bxubm5K5x4/fixSGiIyZqGhobCwsAAA7N69G2vXrhU5ERERERGR6saOHatYrfTRo0cYPny4uIGIiIjI4NWpU0fpOD09Henp6SKlKVuKKkLfunUrPvjgg0KF3RYWFti7d2+hnV91ycLCAvv27YOHh4cg/dnY2GDSpEm4du0aunfvLkifRERERMak8P44REZq4cKFRZ739/eHubm5IGPcvHmz0LkxY8ZAKpUK0r8uPX36FMePH9e6WNnMzAxubm6c6BddP7SiAAAgAElEQVTZ3bt3Fa/Pnz+PJk2aoFmzZiImIiIyPnfu3FG8njBhgmL7byG9Pam9cOFCbNy4UfBxiIhsbW2RnZ0N4PX/0/bv388tZYmIBPZmp7ILFy4oHh4nEktKSgoA4K+//uLPIyncuHFD6fjmzZsG8/ORnJyseP1mpU0vLy8RExEREZEunTt3DsDr97W6er8ikUiUdlkfPXo0TE1NNerrypUritel1Q8UXEn8/PnzZe79WH5+PoDX778CAwNx5coVXL16tVA7c3NzvPvuu9iyZQu2bNmi75ho3rw5cnNzERcXp9H9UqkUnp6e8PT0RFJSEoKDgwVOSEREBZ0/f17p+O7du6X+Hfjm7yR13bp1S6P7iKhoEnnBd81ERiohIQE1a9ZEXl5eoWsHDx4UbCX0QYMGISwsTJC+iIiIiIiIiIiIiIjEYm9vj7S0NLFjEBEREREREREJpm7duixEJxKQidgBiPRhw4YNRRagW1pa6nXrJyIiIiIiIiIiIiIiIiIiIiIiIiIiIkNnJnYAIl3Lz8/Hhg0birzWrl07WFlZCTaWj49PoZXQb926BXt7e8HGENKBAwcwfvx45Obmat1Xq1at8Ouvv8Lc3FyAZKSNQYMGISIioshrPj4++PXXXzXeKo6IiP7Ptm3bMH36dADA5cuXUalSJcHHGDx4MI4dO6Y41tU4RFR+3blzB507d0Z2dnaR11evXo2+ffvqORURkXHq2rUrrly5gm7duiE0NFTsOFTOeXt74/Hjxxg+fDgWLFggdhwqI/r06YPTp08rjps1a1bmd/7My8tDt27dcP369SKv9+7dGz/99JOeUxEREZGuffbZZ9iyZQtcXV1x6dIlnYzh5eWFFy9eAIDW4wwcOBDHjx8HUHr9QGJiIpo1awYA6NGjR7G1DmLx9PQscrcca2trhISEYNiwYZBIJCIkIyIiQzZq1CgcPHhQcdysWTOl46JkZ2ejVq1aao/VunVrte8houKxCJ2M3pEjR/Dw4cMir3Xr1k3QsaRSaaFzlSpVgoODg6DjCCEsLAxjx45Ffn6+1n1Vr14d+/btQ5UqVQRIRtrYvHlzsQXoAHDmzBmsW7cOX331lR5TEREZpwoVKiheV6pUCa6uroKPkZmZqXTs7u4OW1tbwcchovJJJpOhb9++xRagA8DMmTPxwQcfoG7dunpMRkRknN48uG9hYaGT945E6nizQIG1tTV/Hknh7fltQ/j/1TfffFNsAToA/P777+jRowdGjx6tx1RERESka9bW1gBev6/VxfsVuVyO9PR0xXGFChW0GsfCwkLxurT6gYI7vFtaWpa592NFLXbWtm1bhIaG4n//+58IiYiIyBhYWloqHZubm5f6d2BWVpZGYxVV30dEmjMROwCRrpW0Ukv37t31mKTs+OWXX/Dxxx8LUoDu4OCA8PBwFqCXAYmJiZg6dWqp7b755psSC9WJiKjseLPKCgBIJBLY2NiImIaIjM2qVavw77//ltgmPT0dAwYMKLFQnYiIiIhIDDExMZg3b16p7SZNmoRr167pIREREREZi/T0dKXv0u3s7ERMU7a4uLgoXteuXRs7duzAiRMnWIBOREREVE6xCJ2MWlZWFn7//fcir9WuXRuenp56TiS+TZs2Yfjw4YIUoFtYWGDfvn1o2LChAMlIW+PGjUNKSkqp7WQyGQYPHoxnz57pIRUREWkjNTVV8bpChQrcwpIAAM+fP8fIkSOxbt06saOQAYuNjcWcOXNUahsdHY3p06frOBERERERkery8/MxfPhw5OTklNo2MzMTAwYMwKtXr/SQjIjIODx79gwjRozA+vXrxY5CJIqCc/MA9LrzuVQqRfPmzdG8eXN4eHjobVxVLV++HN26dcOyZctw48YNDBgwQOxIRERERCQiFqGTUTt06BDS0tKKvNatWzc9pxHf2rVrMWrUKMhkMq37MjExwZYtW9CuXTsBkpG2duzYUewDF0VJTEzEkCFDIJfLdZiKiIi0VXAl9Dp16oiYhDR169YtTJgwAXXq1IGFhQVsbW3h7e2NefPmITMzU6M+x4wZg02bNiEoKAiPHj0SODGVB3K5HKNGjVKrCGf16tXYu3evDlMREREREaluxYoVOHfunMrtY2JiEBwcrMNERETiKWr+qVmzZpg/fz6ysrI06nPUqFEIDQ3FmDFjkJCQIHBiorKv4Nw8ANStW1dvY1eqVAlRUVGIiorCt99+q7dxVdWjRw+Eh4dj6tSpsLCwEDsOEREREYmMRehk1Hbv3l3stVatWukxifi+//57jB07VrCi47lz56J///6C9EXaefbsmUZfoBw+fBhLlizRQSIiIhJCRkYGMjIyFMf16tUTMQ2pSy6XY/78+WjYsCHWrFmDO3fuICcnBxkZGYiOjsYXX3yBpk2b4syZM2r1e+TIEezZswcA4OrqiqpVq+oiPhm5tWvXIiIiQu37RowYgQcPHuggERERERGR6v777z988cUXat+3adMmbN++XQeJiIjEIZfL8fXXX6NBgwaF5p8uXbqEkJAQeHt7q/XQDvB6ka8//vgDAFCtWjVUqVJFF/GJyrQnT54oHXN+noiIiIioaCxCJ6Mlk8lw5MiRYq83bdpUj2nEtXz5cnzyySeC9uns7Cxof6S54OBgJCUlaXTv559/juTkZIETERGREGJiYpSOvby8REpCmpg1axZCQkKQl5dXbJvbt2/jvffew8WLF1XqMzc3V+k9Xe/evWFiwo90pJ6HDx/is88+0+je1NRUhISECJyIiIiIiEh1crkcI0eO1HhnqcmTJ5f4OY2IyJDMmjULX375JfLz84ttc/PmTbRt2xaXL19Wqc/s7GxMmjRJcezn5weJRKJ1ViJD8/b8vLZF6FZWVrCxsYGNjQ3/myIiIiIio8KKBTJaFy9eLLa41tzcHPXr19dzInGsX78e06ZNE7zfGzduCN4nqW/fvn3YuXOnxvfn5OTg4cOHAiYiIiKhXL9+XemYK60YjuPHj6u8TWpeXh6GDh2KnJycUtsuX74ct27dUhz36dNH44xUfo0ZMwYvX77U+P47d+4ImIaIiIiISD0//PADTpw4ofH9z549w4sXLwRMREQkDnXmn3JzczF06FDk5uaW2nbp0qVKn/05/0TlldDz83v37kV6ejrS09NRoUIFrfoiIiIiIipLWIRORuvo0aPFXvPy8oJUKtVjGnH8+eefGD9+vE76ZhG6+FJSUrT+83Vzc4Onp6dAiYiISEhvT3JzJXTDMW/ePLXaX7t2DT/++GOJbSIjI/H5558rjh0cHNChQweN8lH5tXnzZhw+fFirPjp37ixQGiIiIiIi9dy/fx+zZs3Sqg9vb284OTkJlIiISDxff/21Wu0vX76MtWvXltjm2LFjmDt3ruLY0dER77//vibxiAxewfl5e3t7VK1aVcQ0RERERERlF4vQyWiVVITepEkTPSYRx5UrV9C/f3/BthZ1dnZWOmYRuvimTJmCxMRErfpYv349LC0tBUpERERCKrjdp5mZGTw8PERMQ6pKS0tDZGSk2vf9/vvvxV578OAB+vfvr7RaVY8ePWBubq5RRiqfEhMTMXXqVK368PLyQkhIiECJiIiIiIjUM3r0aKSnp2t8v7m5OTZt2iRgIiIicaSkpGg0/7Rnz55ir92/fx/+/v5K3yv26tULZmZmGmUkMnQF5+e5SykRERERUfH4qZGMUl5eHv79999irzdt2lSPafQvPj4evr6+ePnypdZ9mZqaYt26dbh+/TqWL1+uNEZaWhrs7e21HoPUFx4ejp9//lmrPoYPH46uXbsKlIiIyLDl5OQgOjoaDx8+RHx8PBITE5GXlwdHR0e4ubmhVatWqFu3rl4zXbt2TfG6SZMmLDg2EPfu3UN+fr7a9xXc5rigV69ewc/PD8+ePVM6z62QSV1jx45FSkqKxvebmJhg06ZNsLCwEDAVEZHhevLkCa5evYqEhAQkJCTg6dOnsLa2hpOTE+rXr49WrVqhYsWKYsekcuLRo0eIiYlBfHw8EhIS8Pz5c9ja2sLZ2RmNGjVCy5YtYWtrK3ZMIq2sX7++xIVnVDFz5kyj/26AiMqH2NhYyGQyte8rbf7p+fPnSuc5/0T68vLlS1y6dEnxfvbx48cwNTWFo6Mj6tSpg9atW+t1JfLExEQkJycrjlu0aKG3sUl8ycnJuHz5suLn8cmTJ7CwsICTkxM8PT3RunVruLi4iB2TiIiIqMxgEToZpZiYGGRmZhZ73ZhXQs/JyYGfnx/i4+O17svS0hI7duxA7969sXHjxkLXb968iVatWmk9DqknLS0NQUFBWvVRtWpVpYcKiIjKo/j4eOzfvx/h4eE4duxYqaupubm5YdiwYRg3bhyqVKmi02wPHjxAXFyc4tjX11en45FwTE1NNbqvqC8Os7OzERAQgOjoaKXzVlZW6Natm0bjUPkUFhaGP/74Q6s+Jk+ejHfeeUegREREhunUqVM4dOgQwsPDER0dDblcXmxbiUSC9u3bY8yYMfD394eJCTekJOHIZDJEREQgPDwc4eHhSqs0FsXU1BTdunVDUFAQevXqpaeURMJ59OgRpk+frlUfDRs25K4+RGQ0hJ5/GjBgAC5fvqx03sbGBl26dNFoHCJVxMTEYP/+/Th8+DBOnTqltAtkURo3boyRI0di5MiRsLGx0Wm2EydOKB1zft74nT17FocOHcLhw4cRFRVV6oM+Pj4+GDVqFIYMGcIFhIiIiKjcYxE6GaWLFy+WeL1Ro0Z6SqJ/s2bNQlRUlNb9VKhQAX/88Qfef/99AEVvM3bjxg0WoYvg008/xcOHD7XqY+3atXBwcBAoERGRYbl69SoWL16MHTt2KG0vW5qHDx9i3rx5+O677zB//nxYWlrqLOPff/+tdNyjRw+djUXCqlmzpkb31a5dW+k4PT0dH330kWKlPwsLC2RnZwMAunTpAmtra+2CUrnx7NkzfPLJJ1r1UadOHXzzzTcCJSIiMix5eXkICwvDkiVLcPXqVZXvk8vliIiIQEREBFasWIENGzboMCWVF1lZWQgNDcXy5cuLXcm0KPn5+Th48CAOHjyIzp07Y/369TpMSSS8sWPHIi0tTeP7TU1NERoaCqlUKmAqIiLx1KpVS6P73p5/evnyJfz8/HDs2DEAyvNP3bp10+n8J5VfR44cweLFiwvNgZfmypUrmDRpEpYvX461a9fqKN1rBbNZWVmhQ4cOOh2PxJGfn4/du3djyZIlpdaXvO3MmTM4c+YMli9fjg0bNnDxDiIiIirXuAQPGaULFy4Ue00qlaJy5cp6TKM/hw8fxooVK7Tux9XVFZGRkYoCdACoX79+oXY3btzQeixSz7Fjx7T+ojAwMBA9e/YUKBERkeG4ceMGfH190bhxY2zdulWtAvSC0tLSEBwcjO3btwuc8P8UnOR2cXFBy5YtdTYWCcvOzg7vvfee2vcV/Lv5ypUraNmypaIAvW7duhgxYoTiOrdCJnVMnDgRSUlJGt8vkUiwceNGWFlZCZiKiKjsk8vl2LBhAzw8PDBkyBC1CtDfdu7cObRt27bUnXeIipOfn4+lS5eiZs2aGD9+vFoF6G87evQo3nnnnVJXmiQqK7Zs2YKDBw9q1cenn36KFi1aCJSIiEh8Dg4OGhU8Fpx/io6ORosWLRQF6Jx/Il37888/4e3tja5du6pdgF7QgwcP4Ovri5s3bwqYTtmb/y4AoGPHjpwXM0K//PIL6tSpg4EDB6pdgF5QTEwMOnTogP379wuYjoiIiMiwsAidjFJJHxRcXV31mER/njx5gqFDh5a4FbQqPDw8cOrUKTRp0kTpvIODQ6HfOxah69/cuXO1+jN2dXXFd999J2AiIqKyLy8vDwsXLoS3tzfCw8MF6zciIkKwvt5WcJK7e/fuMDHh23ZDMm3aNLXau7m5ITg4GCkpKZg1axZat26t+BKlXr16OH78OM6dOwcAMDMzQ69evQTPTMYpJiYGu3bt0qqPiRMnavRgBRGRIbt37x46d+6M0aNHIy4uTpA+09LStCocpvLr2rVr8PHxwaeffoqnT58K0ufjx4/x/PlzQfoi0rUvv/xSq/vr1auHuXPnChOGiKgM0XT+KTk5GTNmzICPjw9u374NoPD8k7m5OXdmJMG8ePECI0aMQLdu3RAdHS1InzKZDJGRkYL09baHDx8qfXbjfwvGJS4uDt27d8fQoUNx7949QfrMzs5Gv379cOXKFUH6IyIiIjI0rGYhoxQTE1PstapVq+oxif4MGTJE6y+imjZtilOnTsHd3b3I62+vhs4idP3T9gvCNWvWwNHRUaA0RERl3+3bt+Hj44PZs2crtpIt665fv47Hjx8rjjnJbXh69+6NoKAgldt36NABEyZMQO3atbFo0SJkZWUBAHx9fREZGYnc3FzFTj/t2rVDxYoVdZKbjI+27x3d3d2xcOFCgdIQERmGdevWoVGjRkoPBQolPz9f8D7JuC1atAjNmzdHVFSU4H3z55EMhTbvaU1MTLBp0yZYWFgImIiIqGzo27cvRo4cqXL7Dh06YPz48XB3d8fixYsVc6U9evQoNP/UsWNHVKhQQSe5qXz5+++/0aBBA4SGhupsDG0XaHvb26u0c37eeGzevBkNGzbE4cOH1brP2toa/fr1w9q1a3Hy5EncvXsXf/31FwIDAyGRSAAAOTk5SrtJEBEREZUnZmIHIBJaWloaUlNTi71ujCuhh4WF4ciRI1r10a5dO/zxxx+wt7cvtk29evWUvoSNjY1FdnY2J/H1qHfv3iU+ZFGSAQMG4KOPPhI4ERFR2XX+/Hn4+voiKSlJ7ChqOXTokOK1ubk5unTpImIa0tSaNWtgbW2NFStWlNr2l19+UTq2trbGsmXLMHbsWADAypUrFde4FTKpo2XLlqhatSoSEhLUvlcikWDDhg2wsbHRQTIiorJp1qxZWLRokc7HefXqlc7HIMOWn5+PMWPGYNOmTTofKycnR+djEGmjd+/e2LJli0b3TpkyBT4+PgInIiIqO9auXQs7OzuluaPivD3/ZGNjg+XLl2PMmDEAOP9Ewtu+fTuGDRuG3NxcnY7zZkEPoRScn2/UqBFq1KghaP8kjnnz5uGLL75Q656OHTti9OjR6NWrV6E5Und3d3Tu3BmNGzfGZ599BgC4cOECzp49i9atWwuWm4iIiMgQcCV0MjoPHjwo8bqtra2ekuhHZmYmZs6cqVUf7dq1Q3h4eIkF6EDhldDz8/Px33//aTU2qWfu3Ll499131b7PxcUFq1ev1kEiIqKy6ejRo+jYsaPBFaADwM6dOxWvP/roIzg4OIiYhjRlYmKC5cuXIyIiQuWih8qVK2PmzJmIiYlRFKADwJ49ewC8Lgr28/PTSV4yTpaWlvj1118hlUrVvjcoKAgdOnTQQSoiorJHJpNhzJgxeilAB4DExES9jEOGKSsrC/369dNLATpQ+lwqkdhWr14NT09Pte+rU6cO5s2bp4NERERlh6mpKVasWKH2/NOsWbMQExOjKEAH/m/+ycTEBL1799ZJXio/vv/+ewQGBuq8AB0Qtgg9IyMDBw8eVBwPHz5csL5JHHK5HJMnT1a5AF0qlWLYsGGIjo7G33//jYCAgBIX6Zg+fToqVaqkON67d6/WmYmIiIgMDVdCJ6MTFxdX4nUrKys9JdGP5cuXl/prLomPjw8OHDig0u9LvXr1Cp27ceMGGjZsqPH4pB6pVIpff/0VLVq0QHx8vMr3rV69Gs7OzjpMRkRUdvz777/o0aOHXlf0E2rLz9jYWMW2twAwfvx4Qfol8bRv3x6nT5/GzZs3ceDAAVy4cAEPHjxAamoqLCws4OjoiEaNGqFdu3bo2bMnzM3Nle5/+vQpTp06BQBo1aoVqlatKsYvgwzYO++8gx9++AGjR49W+Z6aNWti8eLFOkxFRFS2jB8/HuvXr9fbeFwJnYojl8vRv39/HDhwQG9jpqWl6W0sIk3Y29vj999/R6tWrVT+eTUxMcGmTZuM7rsAIqLiCDn/9M4776By5cpi/DLISPz000/45JNP9DZeXl6eYH3t379f8XnN2tqaRehGYObMmfjuu+9KbWdmZobhw4fjyy+/RLVq1VTuXyKRoGHDhord5O/cuaNxViIiIiJDxSJ0MjrlqQg9MTFRq1W6vL29ER4ervLq8G+vhA68LkIn/XJ1dcWePXvw/vvvIzs7u9T2ffv2hb+/vx6SERGJ7/nz5wgICND7lvJpaWmoUqWK1v3s2rVL8bpBgwZo166d1n1S2eDl5QUvLy+179u3bx9kMhmA1yvjE2li1KhRuHDhAn766SeV2q9fvx52dnY6TkVEVDZs27YNa9eu1euYqnyWp/Jp8eLFei1AB/hQBBkGT09PbNu2DR9++KFKD4EHBwejbdu2ekhGRFS2cP6JxHbx4kVMnjxZr2O++dkVQsH5+YCAAO5SauAOHDiAJUuWlNquf//++Oabb1C3bl21x5DL5bh3757imDufERERUXlkInYAIqE9fvy4xOsWFhZ6SqJ7ISEhSE9P1+je2rVr488//1Trw3PlypXh6OiodI5F6OJo1aqVSkVETk5OWLNmjR4SERGJTy6XY+jQoXj48KHexxbqIbeCk9yzZs0SpE8ybG+2QgaAPn36iJiEDN2qVatUKsQZNWoUPvjgAz0kIiIS382bNxEUFKT3cU1NTfU+JpV9J0+eREhIiN7HfXslVKKyqmfPnvjqq69Kbefh4YEFCxboIRERkfHg/BMJ4cWLF+jfv7/eH7qVSCSC9PPy5UuEh4cDeP2ZbcaMGYL0S+J4+PAhhg4dWuIDjJ6enjh+/Dh27dqlUQE6AOzYsUOpCF3Vxf+IiIiIjAmL0MnolFaUre+VUXXl4cOH+PnnnzW6187ODvv374eLi4va99arV0/pmEXo4hk2bBgmTpxYYptVq1ahUqVKekpERCSuHTt24ODBg6KMLZVKte7j/v37uHTpEoDXf98OHDhQ6z7JsL148UKxjWeDBg1Qp04dkRORITM3N8evv/6K6tWrF9umevXqWLZsmR5TERGJKygoCBkZGXof15h26SNhyGQyjBgxAnl5eXof297eXu9jEmkqJCSkxOJIiUSCjRs3wtraWo+piIgMW8H5pyZNmqB27doiJyJD9eWXXyI2Nlbv4wr1kO+hQ4eQlZUFABg8eLDGRclUNkyZMgXJyclFXpNKpfjiiy9w+fJlrXajPXfuHEaPHq10rlatWhr3R0RERGSoJHJV9i4kMiDjxo0rcYXo0aNHY926dToZe9SoUdi4caPSuTp16sDERPjnPZKSkvD8+XON7q1evTpsbGw0uvfx48d48eKF4lgikfBDuIjkcjkePXpU5NbJtra2qFatmgipiIjE8eDBA8Uksb55eHjAzMxMqz7S0tIUWzVWrVoVdnZ2QkQjA1bwZ8LJyQnOzs4iJyJjkJWVhbi4uCJXAdLmcwIRkaHJysrCgwcPRBnbysoKNWrUEGVsKpvS09MRHx8vyth2dnaoWrWqKGNT2fPw4UOleUYXF5dCO2OKTSaTIS4urshVVh0cHFC5cmURUhERGa6C80/Ozs5wcnISOREZIplMhrt370Imk+l9bBMTE0EW73j69ClSUlIgkUhQu3Zt7hhkwHJzc4t9IMLc3BzVqlWDhYWFVmPk5OQgLi4O+fn5SuddXV1RoUIFrfomIiqvEhIS8PLlS8WxpaUlatasWeI9crkct2/fVnuspk2bKhaHIyLtsQidjM6QIUOwZcuWYq8PHjwYW7du1cnYgwYNQlhYmE76JiIiIiIiIiIiIiLSF3t7e6SlpYkdg4iIiIiIiIhIMHXr1sWtW7fEjkFkNLRbrpGoDCpqReiCdLnNclFPzFapUkXwldAzMzOL3T6qJBYWFhqtoCmTyfDq1StkZGSovS2wRCKBhYUFrKysYGVlBYlEovb4VLrc3Fw8e/ZMsaKlpn/WRESGKjk5GZmZmaKN7+rqKti2n0TA6yf3ExMTIZfLYWpqCldXV7EjkZF58eIF0tPTFceOjo6wsrISMRERkf7IZDLFao9isLS05AqTpJCbm4unT5+KNr6NjQ0cHBxEG5/KlqSkJKUVxt+sFFkWZWVlKe0Uam1tjYoVK4qYiIjI8BScfzIzM+NuEqSxJ0+eqP0dslA4d0oFFfz/WkFCfe5JS0tTWqW3IFtbW66CTkSkhbe/75dKpXBxcSnxHrlcjoSEBLXH0nZHDCJSxiJ0MjqlFaA9efJEZ2O3bt0amzdvVjoXExMj+Bc5Xbp0wV9//aXWPY6Ojrh69apa2+vKZDKsXr0ac+bMUSpQUYdcLkdWVhaysrJgYWGBmTNnIigoCJaWlhr1R8XbunUrPv74YwCAmZkZ/vzzTzRo0EDkVERE+uHm5oZHjx6JNv6lS5c40U2C2rNnD/r27QsACA4OxooVK0RORMYmLy8PH3zwAY4fPw4A8PHxwf79+wV/gJaIqCw6ePAgevbsqfdxTUxMIJPJ0LVrV+zbt0/v41PZtHbtWowdO1bv45qamiI/Px/Dhg3D6tWr9T4+lU3t27dHZGSk4rhFixY4fPiwiIlKtmjRIsyaNQsAYGdnh7Nnz5bZonkiorKo4PzT5MmTsWTJEpETkSFKSEgQ9e9fV1dXUb8boLIlKioKLVu2VDoXEBCA7du3a7VY3q1btxAUFKT0XrkgExMTXLlyBbVr19Z4DCKi8q5fv3747bffFMfe3t44c+ZMifdkZWVptMBSq1at1L6HiIrHb5fJ6JRWNBEfH6+nJLoRGxuLo0ePqn3fmjVr1CpAv3btGtq0aYNJkyZpXID+tsePH2Py5Mnw8PDA6tWrlVbVIe0FBgZiypQpAF6v+N+7d2+kpKSInIqISPcyMjJEmWSuUaOG3sek8mPv3r2K13369BExCRkrMzMz7N69GzVr1gQAHDp0CJ9//rnIqYiI9OPmzZbH1R0AACAASURBVJuijFu9enVRxqWy7fbt26KMy9XPyRjMnDkT/v7+AF4vPtOnTx/OORMRqYHzTySEW7duiTKup6enKONS2fb2z6OPjw9+/vlnjQvQs7OzMXfuXDRu3LjYAnQAmD17NgvQiYiIqNxiEToZHalUWuL1xMREyGQyPaUR3t69ewttH1Wa/v37Y8CAASq3P3jwIFq3bo2zZ8+qG08lCQkJCA4ORosWLXD37l2djFFeLVmyBJ06dQIA3L17FwEBAcjPzxc5FRGRbhXcfltfbG1tERQUpPdxqXzIzc3FgQMHAACVKlXCu+++K3IiMlbOzs7Yu3evYpWIBQsWYPfu3SKnIiLSPTHeP/r5+ZW6fSyVT2IsIDBhwgTuUkhGIzQ0FI0bNwYAnDt3jp/ViYhUVHD+qUqVKvDx8RE5ERkqMd7Penl5oW3btiq1zcnJgUQigUQiEe2BZBLOxYsXFX+eRXn7z3jBggWl1o8URS6XY/fu3WjcuDG++uor5OTkFNv23Xffxdy5c9Ueg4iIiMhYsAidjE5pHyJyc3Px9OlTPaUR3p9//qlWewsLC7W2z9u8eTP8/Pzw6tUrdaOp7dq1a2jZsmWZ3tLV0JiammLnzp2oVasWAODIkSOYMWOGuKGIiHTM3t5e72P++OOPqFSpkt7HpfLh2LFjSE1NBQB8+OGHpe70Q6QNb29vbNiwQXE8fPhwXL58WcRERES6p+/3jzVq1MDGjRv1OiYZDltbW72O16RJEyxdulSvYxLpkrW1Nfbt2wdHR0cAwM8//4yVK1eKnIqIqOwrOP/Uu3dvjVcJJtL3+1krKyvs3LkTZmZmKrWXSqUYM2YMAKBevXro1KkToqOjdRmRdOD06dPw9vZG8+bNAQCLFi0qst1///2ndOzt7a32WIcPH0aLFi3g7+9f6s5Vjo6O2L59O0xNTdUeh4iIiMhYsJqBjI4qT7KKtc2ttjIzM3HixAm17gkODkbNmjVVahsaGorhw4cjLy9Pk3gaSUlJQY8ePbBw4UK9jWnsnJycsG/fPlhbWwMAli1bhq1bt4qciohIdxwcHODs7KyXsSQSCVavXo3AwEC9jEfl0549exSvuRUy6cOgQYMwdepUAEBGRgb8/PyQlJQkcioiIt2pU6eO3saqVasWIiIiFMWRRG/z8PDQ21hNmzbFX3/9xVXQyejUrl0bO3fuVBT/TJ8+HX///bfIqYiIyjbOP5FQ9Pl+1s7ODuHh4YpdUFS1du1axMTEAHj9AIa3tze6dOmCPXv2ICsrSxdRSQDp6ekICwtD27Zt0aZNG0RHR0MqleLBgwfFLsL29ndFly5dUmms/Px87N69G23atEH37t1x8eLFUu+pVKkSjh07hho1aqg0BhEREZGxYhE6GR1VitCvXbumhyTCO3/+vFofhB0dHTFnzhyV2p49exbjxo3TNJpWZDIZZs+ejQULFogyvqG7ceMGPv/8c7z77ruoWbMmatSogYkTJ8LV1VXRZvTo0bhw4YKIKYmIdKtLly46H8PU1BShoaGYMGGCzsei8ksmk+H3338H8HqV1k6dOomciIxNfn4+9u7di48//hiNGzeGq6sr6tevj2vXrimKdu7fvw9/f3+9PpxKRKRPHTt21MsqZV5eXjh58iTc3d11PhYZLn18lgEAHx8fREREwMXFRS/jEenShQsXMH36dLRu3Rpubm6oVasW5s+fr9ixLD8/H/7+/oiNjRU5KRFR2VRw/snBwQHt27cXNxAZNA8PD7185nF0dMTRo0fRrl07je6vV68e0tPTMXDgQADAX3/9hQEDBsDR0RGBgYEIDw9Hbm6ukJFJA9nZ2di3bx/69esHJycnDB06FKdOnQIATJw4ES9fviyx6Pvta1999RVycnKKbZ+QkIAlS5bA3d0d/v7+OH36tEo5q1evjn/++QdNmjRRqT0RERGRMVNtjyIiA6LKSj6GWoSubhHxjBkz4ODgUGq7x48fo0+fPsjOztY0miBCQkLQsGFDfPjhh6LmMBSpqamYNm0aNm/eDJlMpnTt4cOHSsdZWVnw8/NDVFQUKleurM+YRER6MWHCBGzfvl1n/Ts5OWHTpk38O4p07tSpU3jy5AkAwNfXV6UHLIlUFRkZiQkTJuD69etK5588eYIbN24onYuIiMDUqVOxatUqfUYkItKLihUrYtCgQdiyZYvOxujUqRO2b9+uKIgkKk69evXQqVMnna7a3K9fP4SGhsLW1lZnYxDpQ0JCAiZOnIi9e/cWuvbgwQOl4+TkZPj5+eH06dOwsbHRV0QiIoNQcP6pZ8+eMDc3FzkRGbrg4GBMmTJFZ/3Xq1cPu3btQsOGDbXqx8bGBtu2bUPHjh0xYcIEyOVyZGZmYteuXdixYwdsbGzQv39/dOvWDR06dICTk5NAvwIqyePHjxEREYFDhw5hz549yMnJgVwuR35+PqRSKaytrbF582b079+/1L5MTJTX4YyMjETnzp2xcuVKNGnSBFlZWYiJicGZM2ewe/dunDp1qtD37KVp2bIldu3ahVq1aql1HxEREZGx4kroZHRUKbouD0XolpaWGDVqlEptx48fj4SEBE1jCUYulyMwMNBg/3z06d69e3jnnXewadMmlT8YP3r0CP369eNT/ERklNq0aYOAgACd9N27d29cv36dBeikFwW3Qv7oo49ETELGZv369ejcuXOhAvSSfP/99wgNDdVhKiIi8Xz99dcqzSGpy8bGBj/88AP++usvFqCTypYuXarSwhrqcnR0RFhYGHbv3s0CdDJ4ly9fRsuWLYssQC/O1atXMXToUMjlch0mIyIyPJx/IqGNGzcO9evXF7xfExMTTJs2DRcvXtS6AP0NiUSCUaNG4e7du+jfvz8kEomi4DktLQ2//PILBg0aBBcXF9SrVw/Tpk3DoUOH8PLlS0HGJyAlJQV79+7FxIkT4eHhgSpVqmDYsGHYsWMHXr16hby8PJiYmMDExAQjRozAvXv3VCpAL86JEyfQvHlzWFhYwM7ODq1atcInn3yCEydOqFWALpVKMX/+fJw+fZoF6EREREQFsAidjI6jo2OpbdQpvChL1CnO9vf3V+n34u+//1Zr4l7XXr58id69e/ODfAlevnyJHj164ObNm2rfe/LkSUycOFEHqYiIxLdx40a0bNlSsP5q1KiBLVu2YN++fdxFgvTmzfsyS0tL+Pr6ipyGjMX+/fsRFBSEvLw8te8dN24czpw5o4NURETiqlWrFnbv3i3oriM9evTA5cuXMX78eEgkEsH6JePXtGlTbNiwodCqfZoyMTFBQEAArl27prOHdYn0KTExEd27d9doIZXffvsN33zzjQ5SEREZrjfzT1ZWVujWrZvIacgYWFhYYP/+/XBxcRGsT29vb0RGRursgc3q1atj27ZtiIqKQuvWrWFiYgKJRILc3Fzk5uZCLpfj5s2bWL16NT788EM4ODigYcOGGDVqFH788UecOXMGr169EjyXsXn58iVOnjyJVatWYejQofD09ISTkxP8/f2xbt06xMbGAgBycnIUxecSiUSxmMaPP/6o8QPebz+Im5+fr/HDie+//z7Onz+P2bNnw9TUVKM+iIiIiIwVi9DJ6KhSeJ2cnFwmVv5W19tbipZk3LhxpbbJz8/H5MmTtYmkE7GxsVixYoXYMcqsGTNm4MaNGxrfv27dOvz0008CJiIiKhusra0RERGBgQMHatWPl5cXQkNDcefOHQQGBgqUjqh0Fy5cULzf69y5M1erJEGkpqZi2LBhGn/Bkp2djT59+hjk5yciotJ07twZJ06cQPXq1TXuw9TUFAMGDEB0dDQOHDgADw8PARNSeTJ48GAcOnQITk5OGvchlUoxatQo3Lx5E2FhYahSpYqACYnEExQUhMTERI3v//LLL/HHH38ImIiIyHAVnH/q2rUrrK2tRU5ExsLd3R1RUVFo1aqVVv20a9cOhw8fxsWLF9G2bVuB0hWvWbNmOHHiBPbt24eaNWvC3Nxc6aHinJwc5OfnQyaT4fr16wgNDcW0adPQpk0b2Nrawt3dHQEBAVi6dCl+//13XL9+HZmZmTrPXdakp6fj8uXL2LNnDxYuXIg+ffrAzc0NFSpUQLt27TBz5kxs3boVt2/fhlwuR15entLu3SYmJjAzM0P9+vVx7NgxHDp0CF5eXlplOnHiBDw9PTW+XyKRoGfPnjh16hQiIyPRuHFjrfIQERERGSszsQMQCa1ixYoqtbt27RqqVq2q4zTCSUtLQ2pqqkptGzVqBB8fn1Lb/frrr2qtrl6aoKAgpKen4+nTp7hz5w7u3buncV/Lli3DxIkTVXqooDy5d+8eNmzYoHU/n3zyCRo0aID33ntPgFRERGWHjY0Ntm/fjlGjRmHBggU4duyYSoWXbm5ucHd3R+XKlSGVSrFt2zb8/PPPcHR0hJubG1q1aoX27dsb1HsHMjzcCpl0YenSpUhOTtaqj8TERPTp0weRkZGwsLAQKBkRUdnQqlUr3LhxAz/99BNWrFih0kM35ubm8PLyQrVq1VCpUiVkZGQgODgY1tbWcHJyQv369eHj44P33ntP0JXWyfh17doVt2/fxqpVq/DDDz8gKSmp1HusrKzg5eWFqlWrwtnZGUlJSRg5ciRsbW3h7OysmCds06YNV+wjg3TmzBns379fqz7kcjkCAwNx5swZ1K9fX6BkRESGifNPpEs1atTAv//+ix07duDbb7/F1atXS71HIpGgTp06cHNzQ+XKlSGTybBo0SIsWbIEjo6OqFOnDlq3bo327dvD3t5eJ7klEgl69eqFbt26Ye/evVi5ciVOnz4NCwsLZGdnK7WVyWRKReb37t3D/fv38fvvv0MmkyEnJwcA4OTkBHd3dzRo0AB169ZF7dq1UaVKFVSpUgWurq6ws7MzmB205HI5UlNT8fjxYzx+/BgJCQmIjY3F7du3ERMTg9jYWEUdg4WFBSQSCbKyspTuL64w38LCAjk5OejYsSMmTZoEX19fwXaI8vLywuXLl7Fp0yYsXbpUsep6SUxNTeHp6Ynq1aujUqVKyM7OxqxZs2BhYQEnJyd4enqidevWaNeuHR/iISIiIvr/WIRORkfVouVr166hS5cuOk4jnEePHqncVtWt8zRZDbtp06YYMGAA8vPzERISonRtxIgRSk+33717F0eOHEFYWBhOnDih1jhpaWlYtGgRFi9erHZGY7Zz506lp8I1lZubi379+iEqKgpubm4CJCMiKls6duyIjh07IikpCZGRkbh48SKePXuGpKQkmJmZoWrVqkhLS8O9e/dw48YNPHz4EA8fPiyxTxMTE3Tt2hWfffYZ2rdvr59fCJUrb74ENDU1xYcffihyGjIW27ZtE6Sfs2fPYuzYsQgNDRWkPyKissTW1hbTp0/HtGnTcP36dRw/fhyxsbFISkpCamoqnJycULFiRcTFxeHevXuIiYnB1atXSy2ocHZ2xtChQzFr1iytVrem8sXR0RFz587FF198gejoaERGRuLBgwdISkrCy5cv4ezsDHt7e9y/fx+xsbG4ceMGLl26hEuXLpXYb7Vq1TBy5Eh8+umn3HGHDMrWrVsF6efly5fw8/PDuXPn4ODgIEifRESG6M38k5mZGXr16iVyGjJGpqamGDx4MAYPHowHDx4gIiICMTExSEpKwvPnz2FnZ4dKlSrhyZMnis9Xt2/fxu3bt0vs18rKCv369UNISAjq1q2rk+zm5ubw9/eHv78/YmJisGbNGmzatAkymaxQMXpBcrlcqegaAJ4/f47nz58jKipKsahDTk4OZDIZgNe7GDk6OqJy5cqoXr063Nzc4OjoCHt7+2L/sbGxgbm5OczMzGBubq54XVwxu1wuR25urmLV8Tf/Tk9PR1pamuKfFy9eKB0nJycjLi4O8fHxePr0KZ4/f468vDwAr/98zc3NAaDQrxlAib9PBUmlUlhaWmLs2LEYO3YsateurdJ96rKwsMC4ceMwbtw43L59GxEREfjvv/+QlJSElJQUVKhQAU5OTnj06JHi5/HNPyWxt7fHoEGDMGfOHK12VyMiIiIyBixCJ6Pj6uqqUjshVwDXhxcvXqjcVpXCuFu3buH48eMq9+nt7Y1vvvkGvr6+AIArV64UKkK/du2aUhG6h4eH4kNdZGQk5s6dq9aYq1evxpQpU7h1cAFHjx4VrK+nT5/Cz88PJ0+ehJWVlWD9EhGVJc7Ozujbty/69u0L4PUk77Zt27B06dJSJxHfJpPJEB4ejvDwcAwdOhStW7fWRWQqp27cuIGbN28CAN577z04OzuLnIiMwZ07d3D//n3B+tu8eTOaNm2KSZMmCdYnEVFZIpFI0LBhQzRs2FBx7sGDB1i+fDnWrVuHjIwMtfpLSkrCsmXL8PPPP2PNmjVCxyUjZ2JigmbNmqFZs2aKczdv3sSSJUuwZs0axQqLqoqPj8fXX3+NTZs2YfPmzQKnJdIdIedD//vvPwQEBODgwYPcGYCIyqWC80/t27dXeXdpIk3VrFkTw4YNUxynpqZizZo1+P777/H48WO1+srMzMSWLVuwa9cufPnllwInLax+/fpYvXo1vv32W4SFhWHlypW4fv06rKysil3VuyhFFagDr7+reLOy+OXLl2FiYgIzMzOYmpoqisplMhny8/NLXaDMxMQEpqamivc3eXl5yM/PL3WXWHNzc5iamipWHpfL5Yrxirs3Pz8f+fn5pf66i/Lm965FixaYMmUK+vbtq9ddF+vWrav0AMOjR4+wcuVKrF+/HmlpaWr1lZaWhp9++knxfdOYMWOEjktERERkMITZx4aoDKlRo4ZKWzSVtjpQWaPqF52mpqZ47733Sm23ZcsWlfozMTFBSEgIzp07pyhAB15vX2Vmpvwcy/Xr14vtp127doiIiMCqVasUT0eXJjMzk1+KvUWTIiKpVAo7O7sir128eBEjR47UMhURkWHYtWsX3N3dMWLECLUL0N/2888/Y+XKlQIlI+JWyKQbmhagV6hQodB7/TemT5+OY8eOaZGKiMgwpKWlYezYsfjf//6HVatWqV2AXlBSUhIGDBiApKQkARNSefLkyRMEBASgfv362LRpk9oF6AU9evQIvr6+ahXOEInpwYMHat9jaWkJGxubIq/9+eefmDVrlraxiIgMEuefSCx5eXlYsGAB3NzcMGfOHLUL0AvKzs7G7NmzcfLkSQETFs/GxgajRo3CtWvXcPfuXSxcuBBt2rSBiYkJLCwsVKpLUIVMJkNOTg4yMzPx6tUrvHr1CllZWSrtkC2TyZCbm4usrCxkZWUhLy+v1AJ0AIp73oyXmZmJnJwcle5VhampKaRSKczMzNCpUyesWLECjx49wvnz5zFo0CC9FqAXlJGRgUmTJsHd3R3Lli1TuwC9oJcvXyIoKAjz588XMCERERGRYWEROhkdqVSKatWqldru6tWrSE9P10MiYaj6ZWezZs2KLTguKDIystQ25ubm2L17N+bNm1eoCEUqlcLT01PpnCqrywcHB+P48eMqr+65Y8cOldqVF+p86d21a1dERUUhKysLaWlpePr0KUJDQ+Hl5aXULiwsDIsWLRI6KhFRmfHkyRP07dsXAwYMQHx8vGD9lrY9KJE6+CUg6YI67x0tLS2xaNEiPH36FKmpqcjMzERMTAwmT56stGtOXl4e/P39cffuXV1EJiIqE8LDw9GgQQOsXbtWseW4tuRyOeLi4gTpi8qXbdu2oUGDBti5c6dgxSA5OTlISUkRpC8iXcrLy0N2drbK7QcOHIjr168jMzMT6enpSEhIwPfff48aNWootVuyZAm2bt0qdFwiojLvzfyTRCKBn5+fyGmovLh69Spat26NOXPmCPrdfEmLo+mKu7s7Jk2ahFOnTiEpKQmhoaHw8/ODlZUVzMzMuPM0Xq92bmpqCjs7OwQEBCAsLAwpKSk4evQogoKCVKrj0KVjx46hUaNGWLVqlUoF/m8zMTEpcheJkJAQHDp0SIiIRERERAaHRehklGrXrl1qm/z8fJw5c0YPaYSh6oeg+vXrl9omOzsb58+fL7GNRCLBzp070adPn2LbNGrUSOlY1Q/7bdq0wd69eyGVSktte+XKFcTGxqrUb3lQvXp1ldotXrwYhw8fRvPmzRVbtrm4uGDYsGG4cuUK5s2bp/R0+Zw5c3Dr1i2dZCYiEtOhQ4dQv359pQJforLmwYMHuHjxIgCgRYsWcHNzEzkRGQtV3zu6ubkhKioKM2bMgIuLCwDAzMwM9erVw4oVK3DlyhV06NBB0f758+cICgrSSWYiIjHl5uZizJgx8PX1xaNHjwTvX6gCYiofXr16hb59+yIwMBDPnz8XvH/+PJIhMDMzQ+XKlUttJ5FIsGXLFmzfvl1pfrxKlSqYOHEiYmJiMGXKFKWVSoOCgpCcnKyT3EREZVHB+afWrVujatWqIiei8mDFihVo3ry54mdPF2Qymc76LknFihUxcOBA/Pbbb0hNTUVERAS++uor+Pr6KoqU3xSnGytzc3NYWloCACpVqoSPPvoICxYswKlTp5CSkoKtW7eiT58+sLW1FTnp65+TyZMno3Pnzrh3755a9zZr1gyLFi3ChQsXkJ6ejuTkZCQnJ2PlypWwt7dXtAsKChLsQXYiIiIiQ8IidDJKqhShA8CpU6d0nEQ4qn44U2VS/sKFC6WuIDN9+vRSV+F8uwg9Pj4eqamppYcE0LZtW2zYsEGltidOnFCpXXnQvHnzUtt8+OGH+PTTT4u9bm5ujpCQEERHR6Nt27YAXn/w5rbgRGRsfvnlF/Tu3ZtfKlOZx1XQSVc8PT1V+hyxdu1aNGjQoNjr//vf/3Ds2DFs2LABDg4OAF7vMkFEZEwyMzPh5+eH9evX63ysFy9e6HwMMmzJycno1KmTXh6mVWfnFCIxqDIfOnbsWAQGBhZ73cbGBsuXL8fp06cVc9qvXr1CWlqaYDmJiMo6zj+RPsnlckyfPh1Tp07VaLVpdWRmZuq0f1VIpVK0bdsWn376KQ4ePIjnz5/j/v372LRpE8aNG4eGDRsqitEtLCxgbW2t9HBcWWdqagpra2vFAmdSqRTe3t745JNPsHXrVsTHx+PJkyfYs2cPJk+ejNatW8PU1FTk1P8nJycHAQEB+O6771R+GNfBwQGfffYZ/vvvP1y4cAEzZsxAs2bNFKvdV6xYEZMmTcLPP/8/9u48vKrq3B/4e0hCgiAhiAzKJAhEQFBxQq9SrVZRrFrRtmpbrbVaZ6mKWr1UvCpVcGj1OlWrra2K9qq9Si3X6wg4XpxAEEUEqSLzDJl/f/iYX2NCOAnJOUnO5/M8eWCtvfZabyDiOft899oPVp6zePHi+J//+Z9G+R4AAJqylnvbJRmtT58+SY2bMWNGI1fScP71LtradO7ceatjtnZ3b79+/eK6667b6jxDhgyp1jd79uw48MADt3puRMSPfvSj+NOf/rTVN2PTpk2Ln/zkJ0nN2dJddNFFcc8999T6BnnSpElJzVVYWBgvv/xy/PWvf43Nmzcn/fcG0BzcfPPNcckll9jdj2bhXz8ErO0pNFBX7dq1izPPPDNuueWWLY759re/HSNHjkxqvjPOOCOOPvroeOyxx+Jb3/pWA1UJkH6rV6+OUaNGpWyzAjfyUJt//vOf8Z3vfCc++OCDlKy3cOHClKwD9TVmzJh45plntni8devWMWHChKTm2nfffeP//u//4uGHH4727dtH7969G6hKgKbP9SdSpbS0NH72s59VCec2ps2bN6dknbpIJBLRq1ev6NWrV/zgBz+IiK+e0r5w4cKYN29efPjhhzF37tx47733Yt68ebF8+fJo1apVtG7dOrKysqKioiJKSkoaPcD/tZycnMjJyYlEIhFlZWWVm9l17tw5+vfvH0OHDo3CwsLo379/DBgwILp3795sQvQbNmyI448/PulweN++fePiiy+O0047Ldq2bbvV8ccdd1z07t07Pv3004j46um8yV5rBQBoKYTQaZGS3Qn9tddei/Ly8mbxJunrHQe3JpkQ+rJly2o9fuWVV0ZOTs5W5/nmTugREbNmzapTmPmGG26I5557rtaQYKo+dGsOCgsL45xzzok77rijxuM77rhj7LrrrknPl0gkYvTo0Q1VHkCT8Kc//Sl++ctfpnTNsrKylK5Hy/Hll19W3hhZWFgYhYWFaa6IluaKK66IRx55JL744osajw8fPrxO83Xt2jXOP//8higNoEkoKyuL448/PqVPy2sKO/XRNG3cuDGOPPLIlF4LW79+fcrWgvo49NBD49hjj42nnnqqxuMDBw5MegOXiK9CVj/+8Y8bqjyAZuFfrz8NHjy4Tp8jQV398pe/TFkAPaL5XJvPysqKPn36RJ8+feLII4+scmzDhg0xf/78WLJkSSxdurTy6/PPP4/FixfHkiVLYvny5bFu3booKSnZ4vecSCQiIrb4uXt2dnZkZ2dHfn5+dOrUKbp27Rrdu3ePnXbaKTp37lz51bVr1+jbt2/lrt/N2amnnppUAH2nnXaKcePGxU9/+tPKXeuT1bdv38oQupt8AYBMJIROi5RsCH3t2rXx/vvvx9ChQxu5om23yy67RKtWraK8vLzWcQUFBVudq7YQen5+fpxyyilJ1dSrV69o3759lceWzp49O6lzvzZs2LAYOXJkTJkyZYtj5s+fX6c5W7pJkybFq6++GjNnzqx2bODAgWmoCKDpmDt3bvziF79I+bpfX9yFunryyScrX995FDKNYccdd4yHH344vv3tb9f4AdWgQYPSUBVA0/HrX/86XnzxxZSuaeddtuTcc8+NWbNmpXTNZK+jQjo98MADseeee1aGe/6V17MAW+f6E6ny+OOPx29/+9uUrpnMZ+NNXdu2bWPIkCE1PoW8JuXl5VFcXBxFRUWxefPmKCoqqvx9IpGI3NzcyMvLi9zc3Mqv1q1bN4uN+RrS7373u3jyySdrHZOfCTMCvQAAIABJREFUnx9XXHFFXHDBBfUK3RcVFcV7771X2V6xYkWd5wAAaO4y61UmGaNPnz5Jj03lTlfbok2bNtGrV6+tjktmN63aHkt2xBFHJLUL+tcGDx5cpV2fD8qOO+64Wo9/+eWXTfJRaumSm5sbjz32WOTn51c7tnz58jRUBNA0bNq0KU488cTYsGFDytdO5kkkUBOPQiYVRowYEddcc02Nx7x+BDLZ1KlT4/rrr0/5unaepCYPPvhgPPDAAylf15N4aA46dOgQkydPjtatW1c75vUswNa5/kQqfPLJJ3HGGWekfN3u3bunfM10a9WqVeTl5UV+fn506dIlevbsGf369Yvdd989Bg8eHP369YsePXpE586dIz8/P/Ly8jIugB4R8atf/arW46NHj445c+bE2LFj673r+4033lhlA8Bkn24PANCS2AmdFqlbt26Rl5eXVHB5+vTpcc455zTIujXtLLhhw4Y6P7JpSwYMGBALFiyodczy5cu3+hjd2t787LPPPnV6DG9hYWHlI/wiIt5///06P8b3kEMOiUQiscVHg0V8FUTfYYcd6jRvS9a5c+f4z//8z2q71n/88cexZs2ayMrKSlNlAOlz++23p3zXwIivdrJ0sxT1sWbNmnjhhRci4qsPSwoLC+v8OgqSdcEFF8RLL71U7fGz9Xn9DtASVFRUxHnnnbfVJ841ht69e/u3lyo2bdoUv/zlL9Oydq9evfw8Uumb17fLysqazM/HbrvtFtddd11ceumlVfrnzJnTZGoEaIr+9fpTz549Y9ddd/XvJo3i0ksvrfL07FTp27evn2kqFRUVVf6+pKSkxjHdu3ePm2++OUaOHBkRUe+fn0cffTTGjRtXpa9Pnz5+HgHqqbS0tEo7mWsS9f2MvqZ8H1B/iYraUp/QjBUWFsaHH3641XG9e/fearA7WSeffHI8/PDDDTIXAAAAAACkS/v27dMSJgMAAABoLP37908qUwgkJ/OeuUPGSPZRsp9++ml8/vnnjVwNAAAAAAAAAAAAALQM2ekuABrL0KFD46mnnkpq7PTp0+PEE0/c5jV32GGHan1HHXVU5OTkbPPcX3v22WerPEbqmwoKCuLggw/e6jx///vfo7i4uFr/vvvuG926dUu6npKSkpgyZUqVviFDhsQuu+yS9BwREW+++WatNwOMGjUqsrKy6jRnpti4cWO89NJLVf4+6/r3CNDcvfbaa/Hll1+mfN1k/78L0JR8/PHHMXv27Mp2mzZt4rDDDotWrdynDmSGTZs2xdSpU9Oy9l577RU9evRIy9o0TStXroxXXnklLWsfcMABseOOO6ZlbZqm6dOnx/Llyyvb+fn5ccghh6SxopqtWbMmXn755SgvL6/sO/jgg6OgoCCNVQFA5tra59eNZZdddokhQ4akfF2arnnz5sWcOXOq9e+5557Rs2fPbZq7pKQkZs6cGUuWLKnx+MCBA6Nfv37btAZAJvtmbiyZz+HLy8vjv//7v+u8Vk35PqD+hNBpsfbYY4+kxzZUCH3QoEHV+v785z9Hhw4dtnnur/3sZz+L++67b4vHN27cGA8//HC0adOm1nlOPPHEePzxx6v1n3rqqXH++efXqaYePXrE4sWLK9vDhw+Pu+66q05znH322XH33XfXeKxdu3b1etGQSZ5++un47ne/GxUVFRERsWrVqpg2bVqD3gAB0JR17NgxLevefffdDfIaAiCVKioq4thjj618jb1p06Y44IAD4vLLL09zZQCpMXny5LSE0Lt16xYzZsyI3NzclK9N03XzzTenJYQ+dOjQmD59esrXpWn71re+FS+99FJle+DAgfHkk0+msaItu/vuu+Pss8+ubJeVlTXZWgGgJfvoo4+S3hiuIWVnZ8c//vEPoV+qOOecc6qF0K+77rq48sort2nexx57LC688MItBtC33377eOWVV9L2WRVASzB69Oj461//Wtnu37//Vt/nb968eav5uJoMHDiwzucAW2abM1qsuoTQZ8yY0YiVNKwzzjij1uNFRUXx8ssvb3We0047rcb+N998s8417b777lXa/7qrYrI2bNiwxWOdO3eu83yZZtSoUXHJJZdUtj/66KM63wgA0FytWbMmVq1alfJ1v/e97wmgA81SIpGIBx98MHr16lXZd8MNN8SyZcvSWBVA6ixYsCDlayYSifjDH/4ggE41CxcuTPmaubm58cADD6R8XWhIZ511Vpx88smV7enTp1f5sBoASI1PP/00LeuOHz8+6QD6J598UuUJKjRvpaWlW/y5W7lyZZX2iSeeuE0B9EWLFsWoUaPipJNOii+++GKL426//XYBdAAgYwmh02LtsssukZ+fn9TYt99+OzZu3NjIFTWM4cOH17jj+r96+umntzrPyJEjo2/fvtX6/+u//qvam7OtaYgQ+tq1a7d4bOjQoXWeLxNdf/31ceCBB1a2x48fH2vWrEljRQCpkY5/63r06BG///3vU74uQEMpKCiIyZMnVz45Z+3atTFu3Lg0VwWQGul4/ThmzJg44ogjUr4uTV9t18Qay4QJE+q0gQc0VXfffXcMGDCgsj127NgoLi5OY0UAkHnS8Xr2sMMOi7FjxyY1tqSkJPr27RtZWVlx7733RllZWSNXR2MpLi6OG2+8MXJycmKXXXapcczmzZurtH/1q1/Va62VK1fG2LFjY7fddotnnnmm1rGnnHJK/PjHP67XOgAALYEQOi1asuHl0tLSeOONNxq5moZz3nnn1Xr8L3/5SxQVFdU6plWrVnHRRRdV69+wYUPceeeddarnmyH0VatWxeeff16nOWobf8ghh9RprkyVnZ0djz76aHTq1CkiIpYvXx7XX399mqsCaHw77LBDStfLy8uLP//5z1FQUJDSdQEa2r777hs33XRTZfvee++t9rhagJYo1a8fhw8f7v05W5Tq9xXHHXdcXHjhhSldExpLu3bt4vHHH6989Pb8+fPjjjvuSHNVAJBZUv16duedd44//elP0apVclGXnJycyhDxz3/+88jOzo777rvPjWvNyKZNm+J3v/td5ObmVt588Nprr9U4drvttqvS7tmzZ53W2rBhQ1x33XXRp0+fuPHGG7e6kWFhYWGdsxUAAC2NEDotWl129Jk+fXojVtKwfvrTn0avXr22eHzlypVJPXr07LPPrhYgj4i49dZb6/Ro6prmmDVrVtLnV1RUxNy5c7d4/NBDD016rky38847x0MPPRSJRCIivnr0V3PZ5R+gvtq2bRu9e/dOyVrt2rWLZ555Jg466KCUrAfQ2C688MI44YQTIuKrm3NvvfXWNFcE0PgGDx6csrVGjBgR//jHP6J169YpW5PmZWtPPGxIo0ePjkcffbTyuhG0BIMHD64SPJ80aVJUVFSksSIAyCwDBw5M2evLvn37xrRp06Jr1651Ou+oo46K1atXVz5R+mc/+1l07949rrzyyjp9pk3qVFRUxFtvvRVjxoyJnXbaKS644IKIiDjhhBNi48aNsd9++9V43jd/Np577rmk1vvss8/isssuix49esRVV12V1BPU9thjj3jppZdi++23T2oNAICWSgidFm3PPfdMeuyMGTMasZKG1bp167j66qtrHXPDDTdEeXl5rWOys7P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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 2,
     "metadata": {
      "image/png": {
       "width": 800
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image(\"assets/schoenberg-op19.png\", width=800)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6348abc1-4ed4-4da7-9c63-7642df16ac11",
   "metadata": {},
   "source": [
    "In order to parse a musicxml score we use `Score.read` (a classmethod). At the moment there are some musicxml elements which are not fully imported. In particular, **multiple voices** per part or multistaff parts are still not well supported. This can be seen in the example below, were the upper voice in the upper staff (containing only one chord at the end) is extracted to its own staff.\n",
    "\n",
    "The `Score.read` method parses the musicxml file and generates a maelzel.core `Score`. A `Score` and its contents are **not quantized**: durations are expressed in terms of quarternotes and are anware of any tuplet structure. They are quantized when represented as notation.\n",
    "\n",
    "If you need to import a musicxml score with all its quantization information you can use `QuantizedScore.read`. This will be discussed later."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "10bfcaa1-ae58-4774-bc74-4178f436d4ae",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[maelzel.core:musicxmlparser.py:429:_parseNote:ERROR] No start spanner found for key slur-1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 1060.5
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "s = Score.read(\"assets/schoenberg-op19-II.musicxml\")\n",
    "s.show(backend='lilypond')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dfa48a2c-4463-4968-bd89-039133f7bdf0",
   "metadata": {},
   "source": [
    "Musicxml rendering depends heavily on the rendering application. This, for example, is the output produced by MuseScore 4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "967803b0-0405-47c5-a11f-cf7c6ed5fab9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 862.8000000000002
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "s.show(backend='musicxml')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e93a9691-0ba9-4e44-a7af-45f39f2cbe72",
   "metadata": {},
   "source": [
    "### Export to musicxml\n",
    "\n",
    "Exporting to musicxml (as well as any other supported format) is done via the `.write` method"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "43f1e315-0109-4a3a-a13f-cc7458440b95",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<?xml version=\"1.0\" ?>\n",
      "<!DOCTYPE score-partwise\n",
      "  PUBLIC '-//Recordare//DTD MusicXML 4.0 Partwise//EN'\n",
      "  'http://www.musicxml.org/dtds/partwise.dtd'>\n",
      "<score-partwise version=\"4.0\">\n",
      "  <defaults>\n",
      "    <scaling>\n",
      "      <millimeters>5.291666666666667</millimeters>\n",
      "      <tenths>40</tenths>\n",
      "    </scaling>\n",
      "    <page-layout>\n",
      "      <page-height>11880</page-height>\n",
      "      <page-width>8400</page-width>\n",
      "    </page-layout>\n",
      "  </defaults>\n",
      "  <part-list>\n",
      "    <score-part id=\"P1\">\n",
      "      <part-name>MusicXML Part/1</part-name>\n",
      "    </score-part>\n",
      "    <score-part id=\"P2\">\n",
      "      <part-name>MusicXML Part/3</part-name>\n",
      "    </score-part>\n",
      "    <score-part id=\"P3\">\n",
      "      <part-name>MusicXML Part/2</part-name>\n",
      "    </score-part>\n",
      "  </part-list>\n",
      "  <part id=\"P1\">\n",
      "    <measure number=\"1\">\n",
      "      <attributes>\n",
      "        <divisions>1</divisions>\n",
      "        <time>\n",
      "          <beats>4</beats>\n",
      "          <beat-type>4</beat-type>\n",
      "        </time>\n",
      "        <clef>\n",
      "          <sign>G</sign>\n",
      "          <line>2</line>\n",
      "        </clef>\n",
      "        <staff-details>\n",
      "          <staff-size scaling=\"100\">83</staff-size>\n",
      "        </staff-details>\n",
      "      </attributes>\n",
      "      <direction placement=\"above\">\n",
      "        <direction-type>\n",
      "          <metronome>\n",
      "            <beat-unit>quarter</beat-unit>\n",
      "            <per-minute>60</per-minute>\n",
      "          </metronome>\n",
      "        </direction-type>\n",
      "      </direction>\n",
      "      <direction placement=\"above\">\n",
      "        <direction-type>\n",
      "          <words>Langsam (</words>\n",
      "        </direction-type>\n",
      "      </direction>\n",
      "      <note>\n",
      "        <rest/>\n",
      "        <duration>4</duration>\n",
      "        <type>whole</type>\n",
      "      </note>\n",
      "    </measure>\n",
      "    <measure number=\"2\">\n",
      "      <attributes>\n",
      "        <divisions>2</divisions>\n",
      "        <staff-details>\n",
      "          <staff-size scaling=\"100\">83</staff-size>\n",
      "        </staff-details>\n",
      "      </attributes>\n",
      "      <direction placement=\"below\">\n",
      "        <direction-type>\n",
      "          <dynamics>\n",
      "            <mf/>\n",
      "          </dynamics>\n",
      "        </direction-type>\n",
      "      </direction>\n",
      "      <note>\n",
      "        <rest/>\n",
      "        <duration>6</duration>\n",
      "        <type>half</type>\n",
      "        <dot/>\n",
      "      </note>\n",
      "      <direction placement=\"below\">\n",
      "        <direction-type>\n",
      "          <wedge type=\"crescendo\" niente=\"no\"/>\n",
      "        </direction-type>\n",
      "      </direction>\n",
      "      <note>\n",
      "        <pitch>\n",
      "          <step>B</step>\n",
      "          <alter>0</alter>\n",
      "          <octave>5</octave>\n",
      "        </pitch>\n",
      "        <duration>1</duration>\n",
      "        <type>eighth</type>\n",
      "        <notations>\n",
      "          <slur number=\"1\" type=\"start\" line-type=\"solid\"/>\n",
      "        </notations>\n",
      "      </note>\n",
      "      <note>\n",
      "        <chord/>\n",
      "        <pitch>\n",
      "          <step>D</step>\n",
      "          <alter>0</alter>\n",
      "          <octave>6</octave>\n",
      "        </pitch>\n",
      "        <duration>1</duration>\n",
      "        <type>eighth</type>\n",
      "      </note>\n",
      "      <note>\n",
      "        <pitch>\n",
      "          <step>F</step>\n",
      "          <alter>1</alter>\n",
      "          <octave>4</octave>\n",
      "        </pitch>\n",
      "        <duration>1</duration>\n",
      "        <type>eighth</type>\n",
      "      </note>\n",
      "    </measure>\n",
      "    <measure number=\"3\">\n",
      "      <attributes>\n",
      "        <staff-details>\n",
      "          <staff-size scaling=\"100\">83</staff-size>\n",
      "        </staff-details>\n",
      "      </attributes>\n",
      "      <direction>\n",
      "        <direction-type>\n",
      "          <wedge type=\"stop\"/>\n",
      "        </direction-type>\n",
      "      </direction>\n",
      "      <direction placement=\"above\">\n",
      "        <direction-type>\n",
      "          <words font-style=\"italic\">espress.</words>\n",
      "        </direction-type>\n",
      "      </direction>\n",
      "      <direction placement=\"below\">\n",
      "        <direction-type>\n",
      "          <dynamics>\n",
      "            <p/>\n",
      "          </dynamics>\n",
      "        </direction-type>\n",
      "      </direction>\n",
      "      <note>\n",
      "        <pitch>\n",
      "          <step>D</step>\n",
      "          <alter>1</alter>\n",
      "          <octave>4</octave>\n",
      "        </pitch>\n",
      "        <duration>3</duration>\n",
      "        <type>quarter</type>\n",
      "        <dot/>\n",
      "      </note>\n",
      "      <direction placement=\"below\">\n",
      "        <direction-type>\n",
      "          <wedge type=\"crescendo\" niente=\"no\"/>\n",
      "        </direction-type>\n",
      "      </direction>\n",
      "      <note>\n",
      "        <pitch>\n",
      "          <step>A</step>\n",
      "          <alter>0</alter>\n",
      "          <octave>3</octave>\n",
      "        </pitch>\n",
      "        <duration>1</duration>\n",
      "        <type>eighth</type>\n",
      "      </note>\n",
      "      <direction>\n",
      "        <direction-type>\n",
      "          <wedge type=\"stop\"/>\n",
      "        </direction-type>\n",
      "      </direction>\n",
      "      <direction placement=\"below\">\n",
      "        <direction-type>\n",
      "          <wedge type=\"diminuendo\" niente=\"no\"/>\n",
      "        </direction-type>\n",
      "      </direction>\n",
      "      <note>\n",
      "        <pitch>\n",
      "          <step>C</step>\n",
      "          <alter>0</alter>\n",
      "          <octave>4</octave>\n",
      "        </pitch>\n",
      "        <duration>2</duration>\n",
      "        <type>quarter</type>\n",
      "      </note>\n",
      "      <direction>\n",
      "        <direction-type>\n",
      "          <wedge type=\"stop\"/>\n",
      "        </direction-type>\n",
      "      </direction>\n",
      "      <note>\n",
      "        <pitch>\n",
      "          <step>A</step>\n",
      "          <alter>-1</alter>\n",
      "          <octave>3</octave>\n",
      "        </pitch>\n",
      "        <duration>2</duration>\n",
      "        <type>quarter</type>\n",
      "        <notations>\n",
      "          <slur number=\"1\" type=\"stop\" line-type=\"solid\"/>\n",
      "        </notations>\n"
     ]
    }
   ],
   "source": [
    "s.write(\"~/tmp/schoenberg.musicxml\")\n",
    "\n",
    "! head -n 200 ~/tmp/schoenberg.musicxml"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0a8b5056-999b-44e4-b74a-2a2bac13c142",
   "metadata": {},
   "source": [
    "### MusicXML vs Lilypond\n",
    "\n",
    "Most of the features supported by lilypond are supported by musicxml as well. For example, **microtones**, **complex glissandi**, **gracenotes**, as well as notehead shapes, articulations and spanners (slurs, hairpins, etc) are all exported correctly and interpreted correctly by all tested rendering applications (MuseScore, Finale, Dorico). There are some features which are supported by  musicxml itself but not by some of these applications. In particular, **nested tuplets are not supported by MuseScore** at the moment. For that reason, the default is not to generate nested tuplets in the first place when rendering musicxml. \n",
    "\n",
    "Other minor features not supported by some of the musicxml renderers include **notehead sizes**, some element colors and probably many more which have not been tested yet. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "30111dd8-2d5c-43d4-8f17-b1784febcebb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 343.5
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "v = Voice([\n",
    "    \"4C+20:1/3:gliss\",\n",
    "    \"3A:0:stemless\",\n",
    "    \"4Eb-25:1/15:slur\",\n",
    "    \"4D:1/15\",\n",
    "    \"4F+:3/15:gliss\",\n",
    "    \"4G+13:1/3:~slur\",\n",
    "])\n",
    "v.show(backend='lilypond')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f58a3e03-c1de-42f9-9624-38c38cd693b2",
   "metadata": {},
   "source": [
    "As said before, when rendered via musicxml using MuseScore, **nested tuplets are disabled**. In this case, with the default quantization complexity (*'high'*), the quantization **is not perfectly accurate**. The first eighth note is divided into 9, which results in a duration of 1/18 of a quarternote for the 2nd and 3rd notes, instead of 1/15. This is innacurate by 1/90th of a quarternote. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "a5d72491-1496-4494-8ab7-4e005b2dd30a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 821.4000000000001
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "v.show(backend='musicxml')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0869f58-e8e9-4268-b8f1-ed9943f62889",
   "metadata": {},
   "source": [
    "If we instead use the **highest quantization complexity**, then a correct subdivision is found while still avoiding nested tuplets\n",
    "\n",
    "Notice that it is possible to disable the display of cents as annotations via the config"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "81dda70a-48eb-45af-9ca9-55473005a71f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 821.4000000000001
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "with CoreConfig() as cfg:\n",
    "    cfg['quant.complexity'] = 'highest'\n",
    "    cfg['show.centsDeviationAsTextAnnotation'] = False\n",
    "    v.show(backend='musicxml')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "92ff5517-53a1-47ef-9481-8ff4406e2efb",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}