{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pystencils as ps\n",
    "import pystencils.plot as psplot\n",
    "import numpy as np\n",
    "import sympy as sp"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 04: Advection Diffusion - Simple finite differences discretization\n",
    "\n",
    "In this tutorial we demonstrate how to use the discretization layer on top of *pystencils*, that defines how continuous differential operators are discretized. The result of this discretization layer are stencil equations which are used to generated C or CUDA code.\n",
    "\n",
    "We are going to discretize the [advection diffusion equation](https://en.wikipedia.org/wiki/Convection%E2%80%93diffusion_equation) without reaction terms:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$\\displaystyle \\nabla \\cdot(v c) - div(D \\nabla c) + \\partial_t c_{C}$"
      ],
      "text/plain": [
       "Advection(c_C, v_C^0) - Diffusion(c_C, D) + Transient(c_C)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "domain_size = (200, 80)\n",
    "dim = len(domain_size)\n",
    "\n",
    "# create arrays\n",
    "c_arr = np.zeros(domain_size)\n",
    "v_arr = np.zeros(domain_size + (dim,))\n",
    "\n",
    "# create fields\n",
    "c, v, c_next = ps.fields(\"c, v(2), c_next: [2d]\", c=c_arr, v=v_arr, c_next=c_arr)\n",
    "\n",
    "# write down advection diffusion pde\n",
    "# the equation is represented by a single term and an implicit \"=0\" is assumed.\n",
    "adv_diff_pde = ps.fd.transient(c) - ps.fd.diffusion(c, sp.Symbol(\"D\")) + ps.fd.advection(c, v)\n",
    "adv_diff_pde"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It describes how the concentration $c$ of a passive substance, which does not influence the flow field, behaves in a fluid with given velocity $v$.\n",
    "To illustrate the two effects here, image we release a constant stream of dye at some point in a river. The dye is transported with the flow (advection) but also the trace gets wider and wider normal to the flow direction due to diffusion."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$\\displaystyle 0.96 {c}_{(0,0)} - 0.005 {c}_{(1,0)} {v}_{(1,0)}^{0} + 0.01 {c}_{(1,0)} - 0.005 {c}_{(0,1)} {v}_{(0,1)}^{1} + 0.01 {c}_{(0,1)} + 0.005 {c}_{(0,-1)} {v}_{(0,-1)}^{1} + 0.01 {c}_{(0,-1)} + 0.005 {c}_{(-1,0)} {v}_{(-1,0)}^{0} + 0.01 {c}_{(-1,0)}$"
      ],
      "text/plain": [
       "0.96*c_C - 0.005*c_E*v_E^0 + 0.01*c_E - 0.005*c_N*v_N^1 + 0.01*c_N + 0.005*c_S*v_S^1 + 0.01*c_S + 0.005*c_W*v_W^0 + 0.01*c_W"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "discretize = ps.fd.Discretization2ndOrder(1, 0.01)\n",
    "discretization = discretize(adv_diff_pde)\n",
    "discretization.subs(sp.Symbol(\"D\"),1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "ast = ps.create_kernel([ps.Assignment(c_next.center(), discretization.subs(sp.Symbol(\"D\"), 1))])\n",
    "kernel = ast.compile()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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mzJnDjdm6dSuePHnCttPS0jB27FhuzIkTJ3D58mW2XVRUhOHDh3OON2/exIEDB7j7TZo0CYmJiWz79evXWLt2LTdm0aJF8PPzY9shISGYN28eN2bz5s14+vQp205NTcWPP/7IjTl+/DiuXr0qc8zPz2e3OTg44NChQ9z9Jk6ciKSkJLb98uVLrFu3Dv8o9A2xtbUlOzs72e1ZWVl05swZWr9+PV28eJHy8/P/q8dNTU0lAJSamvqlVImIKDs7m9zc3LjbfHx8KCUlhW0XFRXRq1evuDHBwcEUGxvL3ebs7MxtR0dHU2hoKHfby5cvue3k5GTy8/PjbnN1daXc3Fy2nZWVJXP09vbm5qKwsFCtY1xc3Gcdw8LCPuvo7+8vc8zLy+Mc3d3dZY5paWmc4+vXr7kx79+/p/j4+E86RkVFUXh4+Ccdk5KSZI5v3rzhHDMzM2WOXl5en3UMCgr6rGNkZGSJHAMCAmSOyp+FzMxM8vDwkDmmp6ez7YKCAnJxcZE5JiQkfNYxIiLik2MSExMpMDCQu83FxYUKCgrYdkZGBnl6enJjPD09KSMj45OOgYGBlJiY+Mn9R0REfNYxISHhs47p6ekyRw8PD84xPz9f5hgQEFAix8jIyM86BgUFcbe9fv1a5ujl5SVzzMzM5BzfvHkjc0xKSvrk/sPDwykqKuqTY+Lj4+n9+/cyx8LCQradlpYmc3R3d+cc8/LyZI7+/v4yR9XPQ1hY2Gcd4+LiZI6vXr3iHFNTU8nb21vmmJWVxTm6urrKHJOTkz/rGB0d/VnH4OBgmWNRURHn6OPjw41xc3Oj7Oxstp2bmytz9PPz+6xjaGjoZx1jY2M/65iSkiJz/FKU9Pv7m54G+lqI00ACgUAgEPz7+NecBhIIBAKBQCD4FGKx8gkKCgpkl0XHxMRw558BcDUkQHGNiHLNhLoxqampSE5O/uSY7Oxs7jw2UNwQUrmu5GOOyuefv6ZjVlYWdx77Y47KtRdAcd3C5xwTEhJkeTtf0lH5R8X8/Pyv5piSkoIPHz581lH5XDtQfC79c45RUVHcOXLpfqqOyvUxf9cxMzPzs455eXlcDYs6RyKSOcbHx5fIMSUl5as5Kp/H/7uOHz58+KxjRkYGEhISZI7K5OXlITo6mrstMjLys45xcXFcndGXdFQdk5ub+1nHoqIihIWF/deOycnJskgLdY7KtR8ldYyIiEBBQcE3cUxPT/+sY05ODldTVVLH2NhYrl7rY46qoalfyvFbIxYrn8Df319W5LZ9+3aueDUhIUFWQHby5EmuMDQ/Px8TJkzgvsBv3LgBW1tb7n7Tpk3jDiLPnz/H7t27uTHLly/H+/fv2bavry9WrlzJjdm6dStcXFzYdnx8PObOncuNOX78OO7evcu28/LyZI7Xr1+XFV1OnTqVe/M/e/ZMViy4dOlS7s3u4+MjK8TbunUrV2AbGxuL+fPnc2OOHTvGFYZKjspfPNeuXcP58+e5+02ZMoVbiD158gT79u3jxixZsoQ70Ht7e2PNmjXcmM2bN+Pt27dsOyYmBgsWLODGHDlyhCsMzc3NxcSJEznHq1evcgWNQHGxovIX3+PHj2XFgkuWLOGKgD09PWVFbps2beIKbKOiomRX0R0+fJgrDM3JyZEVXF++fBkXL17kbps8eTJ3wHZycsLBgwe5MYsWLeIWUJ6enli/fj03ZsOGDVyBbVRUlKxw/dChQ1xhaHZ2tqzg+tKlS7I2HJMmTeIO2A8fPpQVC/7666/c4sTd3R0bN27kxqxbt44rsI2IiJAVrh84cIArDM3MzJQ5Xrx4EVeuXGHbRIRJkyZx/8F58OABDh8+zN3vl19+4b5U3717p9ZRucA2LCxMVri+f/9+PH78mG1nZGTg559/5sacP3+eK7okIkycOJFbmN+7dw9Hjx7l7rdgwQLuC+vt27eyCwDWrFnDFdiGhobKHPfu3csVhqanp8sK18+fP49r165xjhMmTOAWvXfv3pU5zps3j/uPyZs3b2QXAKxevRo+Pj5sOyQkRFZcv3v3bjx79oxtp6amygrXz549C3t7e7ZdVFSk1lH1Qoq5c+fKioBVHVeuXMkV2L5//15WXL979248f/6cbaekpMgK18+cOYMbN27IHJUXlLdv38bJkye5+82ePVtWBLx9+3b8k4iaFYFAIBAIBP8IomZFIBAIBALB/wnEYkUgEAgEAkGpRixWPsOlS5e48+2JiYk4cuQIV1R5+/ZtvHjxgm3n5eVh3759XKjOkydP4OjoyNUyHDhwgDuX/u7dO1y7dg2FhYXstpMnTyIoKIhtBwUF4ezZs9x50YsXL3Ln2xMSEnD06FHO8datW3B2dmbbubm52L9/P+f4+PFj3L9//5OOb9++xbVr17jaFlXHwMBAnDt3jnO8cOECPD092XZ8fDyOHTvG1W3cvHkTL1++ZNs5OTnYt28fV0Dr5OQkc9y/fz93vt/V1RXXr1/nHE+cOMHV+gQEBOD8+fOco52dHecYFxcnc3RwcOBCAbOzs7F//37O8dGjR3jw4AHnuG/fPs7xzZs3uHHjBud4/PhxBAcHs21/f3+cP3+eO798/vx5rm4hNjYWx48f52pLbty4wTlmZWVh//79XAHto0eP8PDhQ5mjck2Ci4uLWkfVUEI7OzuZo3LdQkxMjMzR3t6eq/3KzMzEgQMHOMeHDx/KHPfu3csVnb9+/RoODg6c47FjxzhHX19fmeO5c+e4uoXo6GicOHFC5qhc+5WRkYEDBw5wdWUPHjxgPdCA4toKVcdXr17JHI8ePcrVTPn4+ODChQtcUeXZs2c5x6ioKJw8eZKr0bl+/TpX+5Weni5zvH//PldrU1RUhL1793K1HS9fvsTNmze5uT569ChX1Ont7Y2LFy/KHJUD1iIiImSO165d48IV09LScPDgQa449d69e1wIm+SoXNvh7OyMW7ducY5HjhzhHL28vHDp0iXO0dbWlqv/CA8Px6lTp7g6oqtXr3L1aampqTh06BBXn+fo6MjV2hQWFsocX7x4gTt37nCOhw8fltWeqTqeOXMG/v7+bDssLAynT5/mHK9cucLVp6WkpMgc7969y9XaFBQUYO/evVyx9PPnz2WOhw4d4hw9PDxw5coV7rvo9OnTnOM35wtmu/xjfK1QOCIiX19fLpwnKytLFtQWGBjIBXMVFhaSh4cHF6oTGhoqC/Dx8PDgAoxiYmJkYXJeXl5ceFlSUpIsTE7VMTMzUxaCpupYUFBAnp6en3V0d3fnHKOjo9U6KoeXJSUlycLkfHx8ZI6qIWjqHFXnMSQk5LOOUVFRssA7T09PzjExMVEW1Obj40M5OTlsOyMjQ+YYEBAgCzhTnceQkBD68OHDN3FMT0+XhaCpOubn5/8tx8jIyM86JiQkyILa/q6jl5cX5xgcHMwFMH7MUTWUr6SOyuGKaWlpsqA2f39/WcDZ5xyLiopK7KgcAhcfHy8Lk/P29v4iju/fv1frqDwmIiJCFhyozlE1qE3VMTU1VRbUpuqYm5tL3t7eMkfl43dJHT08PDjHuLi4zzqmpKTIQtD8/Py4oLjc3Fzy8fH5rx3Dw8NlwYElcfTy8vqvHXNyctQ6KgdZ/l3H2NhYWZic6nfRl0KEwgkEAoFAICjViAJbgUAgEAgE/ycQi5XPoBqelJeXJwsLSk1N5c7/FRUVyYJ4UlNTuXPW0m3KpKenc+cI1Y3JysqShYCpjlHnmJKSUiJH1R/avpZjbm6uLNCopPP4Tzp+y3nMzMzk6iz+rmNhYaEsAPCfdlTd/z/tmJOTIwt7/DvzSESyY0ZaWprMUXWMOkfVMR9zVKagoEAWUlhSR9Xj07/RMSMjg6sFkR5bmezsbFnYo+qY/Px8WQCgOkfV+6lzVB3zf8XxWyMWK59hwYIFWLRoETtIJSYmwszMjAtU27hxI6ZOncqKmPLy8tCxY0fY2dmxN87JkycxcuRIroipV69eOHDgADuQOTo6YsCAAVxR3ahRo7Bhwwb2xvXw8ICFhQVXQDl37lwsWbKEOcbFxcHc3JwLVNuwYQOmTZvGgn5yc3PRsWNHXLhwgTmeOHFC5tizZ08cPHiQOd65cwcDBw7kiupGjBiBTZs2MUc3NzdYWlpyBZSzZ8/Gb7/9xg5SkuO9e/fYmHXr1mH69OnMMTs7Gx07dsTFixeZ47FjxzBq1CgutbdHjx44dOgQc7x16xasra25oroffvgBmzdvZguUt2/fokePHlwB5axZs7B06VLmGBMTgw4dOnChb2vXrsWMGTNYYXJWVhY6dOiAS5cuMccjR45g9OjRXFiapaUljhw5wg4SDg4OUCgUXMHasGHDsGXLFubo6uqKHj16cAWUM2bMwLJly9hBKioqCh07dsTDhw/ZmNWrV2PWrFms6DcrKwvm5ua4cuUKczx06BDGjBnDFU9bWFjg6NGjzNHe3h42NjYICAhgY77//nts3bqVfWm5uLjAysqKK06cNm0aVqxYwRbMERER6NixIxf69ueff2L27NnMMTMzE+bm5rh69SpzPHDgAMaOHcsVJnfr1g3Hjh1jjteuXcOgQYMQGBjIxgwZMgTbt29njq9evULPnj05x6lTp+L3339njuHh4ejYsSNXiPrHH39gzpw5rOg3IyMD5ubmuHbtGnPct28ffvzxR86xe/fuOHHiBHO8evUqBg8ezBWhDx48GDt27GCOzs7O6NWrF9zc3NiYKVOm4I8//mCOISEh6NSpExf6tmLFCpmjmZkZ7O3tmeOePXswbtw4VjxNROjWrRtOnjzJHC9fvowhQ4ZwReg2NjbYuXMnc3z+/Dl69+7NOU6ePBl//vknc3z//j06d+7MFcsuW7YMc+fOZQuLtLQ0mJmZ4caNG8xx165dGD9+PCtMLioqQteuXXHq1Ck25uLFizJHhUKBv/76i32xPn36FL179+YuipgwYQJWrVrFFsxBQUHo0qULV4i6ZMkSzJ8/n30hp6amon379lyg2s6dOzFhwgTmWFhYiC5duuD06dPM0c7ODkOHDuUK5QcOHIjdu3czx8ePH6NPnz7cRRHjx4/H6tWr2UIvICBA5rh48WIsWLCAOaakpMDMzAw3b95kY7Zv346JEyey4umCggJ06dIFtra2zPHcuXMYNmwYV4Tev39/7Nmzhzk+evQIffv25S44GDduHNasWSNbjH4rRM3KZygsLISWlhbbLioqgoaGBjQ0ND46hohARNDU1PzoGHW3fakx/1ccpQPpP+VYWFgITU3Nzzp+7nkIx/93HIkIRUVFwrGUO/6/cgz9mo5fipJ+f4vFikAgEAgEgn8EUWArEAgEAoHg/wRisfIZduzYgR07drBz4omJiZg6dSquX7/O6gaOHz+O9evXw9PTE0SEvLw8TJ06FXZ2duw87fXr1/HHH3/AxcWFnd6YO3cuTpw4wUKFnj17hsWLF+PJkyfs3OHvv/+OAwcOsPoHPz8/zJkzB46OjqxGZNu2bdixYwc7J56QkCBzPHbsGDZs2AAvLy8QEXJzczFlyhTY2dmxc6DXrl3Dn3/+yTnOmTMHJ0+eZPU4T58+xeLFi/H06VPmuGLFCs7Rx8cHc+fO5Ry3bt2KnTt3svPN8fHxmDp1Kuzt7dn57qNHj2Ljxo3MMScnB1OnTsWFCxeY49WrV/Hnn3/izZs3zHH27Nmc4+PHj7FkyRI8e/aM1bEsX74cBw8eZDUa3t7emDt3Lu7du8dqRLZs2YK//vqLOcbGxmLatGm4ceMGczxy5Ag2btwIb29vEBGys7MxZcoUzvHy5ctYuXIlXF1d2XniWbNm4dSpU6wex8nJSea4bNkyHDp0iDl6enpi3rx5uH//PnPctGkT/vrrL3ZOPCYmRuZ46NAhbNq0CT4+PiAiZGVlYcqUKbh48SIrBr506ZLMcebMmTh9+jRzfPjwIX777Tc8f/6cOS5duhSHDh1iNRoeHh6YP38+57hx40bs2rWLnROPjo7G9OnT4eDgwOoGDh48yDlmZmZiypQpuHTpEnO8ePEiVq1ahbdv3zLHGTNm4PTp06xm6MGDB1i6dCnn+Ntvv+Hw4cOsRsPNzQ3z58/HgwcPmOOGDRs4x8jISEyfPh03b95kjgcOHMDmzZtZfVZGRobM0c7ODqtXr2aORITp06fjzJkzzPH+/ftYunQpXrx4wRwXL17MOb579w4LFizAw4cPWY3I+vXrsXv3bhYeFxERIXPcv38/tmzZwhylpoCXL19mNWznz5/H6tWr8e7dO3Z6RdXR0dERy5Ytg7OzM3NctGgRjhw5whxdXV1ljuvWrcOePXuYY3h4OGbMmIFbt26x2oa9e/diy5YtrIYsLS1N5nju3DmsWbMGbm5uzHHatGmwtbVldU13796VOS5cuBBHjx5ldSRv3rzBL7/8gkePHjHHNWvWYM+ePSw8LjQ0FDNnzsTt27eZ4549e7B161ZWQyY1Lrxy5QqrYbO1tcXatWuZY2FhIaZNm4azZ88yx9u3b2P58uV4+fIlOz79+uuvnOPr16/x66+/wsnJiTmuXr0ae/fuZY7BwcGYNWsW57h7925s27aNOaakpGDq1Km4evUqczxz5gzWrl0Ld3d3EBEKCgqYo1TXdOvWLaxYsQKvXr1ijr/88guOHTvGal1evXqFhQsXwsnJiR3nV61ahX379nE1jd8S7X9kr/8itLS0oKmpCR0dHQCAhoYGdHR0oKOjw84DamlpsdskpG3pHJ/yGOkco7a2NnR0dKCtXfwySPtRN0Z6nI/tX1tbmz2OhoYGdHV1oaurWyJHaYy6/as+D+Ux0v0+9jzU7V8ao27/6uboU/v/2Bx9aozyHKmOUXX83Gv9MceSvB9K4liSuf6Uo7a2Njun/anXWuK/mcdPvR//G0fpsZXHqNv//+L4v86jus/+l3qt/+57tiSOn3qt/9f349/5XH1qHv+uo+qY//X9qHx8ku733xznP/We/VKfa3WP/aVe6//m/fCtETUrAoFAIBAI/hFEzYpAIBAIBIL/E4jFymfw8PDgwnByc3O5mg6guI5EuVFUUVERXr58yYXqBAcHc7kbQPF5QeXgn+joaC5DACg+T6wc8JacnMxqOj7mmJOTw9V0AMXN3EriqJy7ITkqh6dFRUWVyFGq6ZBwd3fnHLOzs+Hq6ipzlOolJEfl89NAcY5DSRyVcw6A4nPZyo5JSUmsXkLZUTngLSsri6vpAIrrcVQdX758KXNUzt0AihvFKTtGRkZyOQeSo3J4WmJioszRzc1N5qhc0yE5KjeoLCwslM1jUFAQ17Twf3H09fX9pGNmZmaJHFXn8WOOysFkERERXENAdY4JCQlqHZUD3jIyMlhNh4S3tzfnWFBQIHMMDAzkHIlI5hgeHi5zdHFx4fIqEhIS4Ofnx+3/3bt3MkepXkLZUbmJ5scclRsrfsxRuSGgOsf4+HhZI7t3795xAW/p6ekyRy8vL5mjcr0EUJwrouro7Oz8XzvGxcV91jEtLY3VdCg7KjfRzM/Px+vXr2WOys0fJUflY2hYWJispkOdo3J2EVCc+6TsmJqaCg8Pj0865uXlyRz9/f1ljqrH+dDQUC6nCiiuo1H+LoqNjeWyiyRH1RC6b8onOwf9S/iajQzHjRtH2traNG/ePEpJSaHw8HDS09OjBg0akL29PRER/fbbb6ShoUHjxo2jmJgYSk9Pp++++45q1KhBp06doqKiItqzZw8BIBsbG9boy8TEhCpWrEh//fUX5efn07Vr1wgAWVhYkLu7OxERWVhYkIGBAa1atYqys7PpzZs3BIDatGlDT58+JSKiMWPGcI6hoaGkq6tLDRs2JAcHByIiWrx4MWloaNBPP/1EsbGxlJaWxhxPnz5NRUVFtGvXLgJAgwYNYk206tWrR9999x3t3r2b8vPz6cqVKwSALC0tycPDg4iIunXrRoaGhszx9evXBIDatm1Lz58/JyKiUaNGkY6ODi1YsIBSU1MpJCRE5rhw4ULS1NSk8ePHU2xsLKWmplKFChXI2NiYbG1tqaioiHbu3EkAaPDgwRQSEkJERHXq1OEcL126RACoR48e5OnpSUREXbp0IUNDQ1qzZg1lZ2fTy5cvCQC1a9eOOY4YMYJ0dHTol19+odTUVAoODiYdHR1q1KgR3bp1i4iIfvnlF9LU1KQJEyZQXFwcffjwQea4fft2AkDff/89azpZq1YtqlSpEu3du5cKCgrowoULBIB69uxJXl5eRETUqVMnKlOmDK1bt45ycnLoxYsXBIDat29Pzs7ORET0ww8/kI6ODv3666+ssZ22tjY1adKE7ty5Q0RE8+fPJ01NTZo0aRLFx8dTcnIylS9fnmrWrEnnzp2joqIi2rp1KwGgoUOHsqaTxsbGVLlyZdq/fz8VFBTQ+fPnmaO3tzcREXXo0IFzfPbsGQEgMzMzevnyJRERDR06lHR1dWnRokWUlpZGgYGBpKWlxTnOnTuXNDU16eeff6aEhARKSkqicuXKUa1atcjOzo6Kiopo8+bNBICGDRvGHI2MjDjHs2fPEgDq3bs3+fj4EBGRmZkZlS1bljZs2EA5OTn05MkTAkDm5ub06tUrIiIaMmQI6erq0uLFiyk9PZ0CAgJIU1OTmjZtSo6OjkRENHv2bNLU1KQpU6ZQQkICJSYmUrly5ah27drMcePGjQSAhg8fTuHh4VRYWEjVq1enKlWq0MGDB6mgoIDOnDnDHH19fYmIqF27dlS2bFnauHEj5ebmkpOTEwGgDh060OvXr4mIaNCgQaSrq0tLliyh9PR08vPzI01NTWrWrBndu3ePiIhmzpxJWlpaNG3aNEpMTKT4+HgqW7Ys1alThy5evEhFRUW0fv165hgREUEFBQVUrVo1qlKlCh06dIgKCwvp1KlTBID69u3LGrW2adOGypYtS5s2baLc3Fx6+PAhAaCOHTuSi4sLEREpFArS09OjpUuXUkZGBvn6+pKGhgY1b96c7t+/T0RE06dP5xzj4uKoTJkyVLduXbp06RIVFRXR2rVrCQCNHDmSIiIiKD8/n6pWrUpVq1alw4cPU2FhIZ04cYIAUL9+/Vij1latWlG5cuVoy5YtlJubS/fu3SMA1KlTJ3rz5g0REQ0YMID09PRo2bJllJGRQd7e3qShoUGmpqb08OFDIiKaMmUKaWlp0YwZMygpKYliYmLI0NCQ6tatS5cvX6aioiJatWoVaWho0KhRoygyMpJyc3OpatWqVK1aNTp69CgVFhbS0aNHCQD179+fOZqamlL58uVp69atlJeXR3fv3iUA1LlzZ3J1dSUion79+pG+vj4tX76cMjMzydPTkwBQixYtmOPkyZNJS0uLZs2aRcnJyRQdHU2GhoZUr149unr1KhUVFdGff/5JGhoaNHr0aIqKiqKcnByqUqUKVa9enY4dO0aFhYV0+PBhAkADBgxgjVqbNWtG5cuXp23btlFeXh7dvn2bAFCXLl2YY58+fUhfX59+//13rjHl/0pJv7/FYuUzvHjxgusimpOTQw4ODlz3y7dv33LdLwsLC+nGjRucj6+vL7m6unLdL2/fvs11vwwLC6Pnz59z3S8fPnzIdehMTEyk+/fvcx06nz9/znXozM7Opps3b3KOrq6un3X08fGht2/fftIxNDRU5vjgwQOuQ2dCQgI9ePCA69D57NkztrggKu5erc7R19dX5qjcRdTb21vmeOvWLUpKSmLbISEh9OLFC87x/v37nGN8fDw9fPjwk46ZmZkyRxcXlxI5vnv37rOOzs7OXHfe+/fvU0xMDNuOi4uTOT59+pTrup2ZmUm3bt3iOlq7uLhwncELCgrI3t6ec/Ty8iI3NzfO8ebNm5xjcHCwWkflrttxcXH06NEjzvHJkyecY0ZGhlpH5c7gBQUFdOPGDa7rtqenp1pH5a7b79+/p5cvX3KO9+7d4xxjY2PJycmJ68T85MkTrjN4eno63b59m3N8/fp1iRyVu9oWFRXJHIOCgujVq1efdIyJiZE5Pn78mHNMS0ujO3fucB2tX716xXUGz8/Ppxs3bnAdrT08PLju5ZKjctdtdY6Ojo5c1+3o6Gh6/PixzFG5M/jHHJW7bqtzdHd3lzk6ODhwjoGBgfT69etPOkZFRckcnZycuK7bqampdPfuXc7x5cuXnGNeXh45ODjIHJW7l6tzDAgIkDnevXuX67odGRlJT548+aRjSkoKOTo6co7Ozs5c1+3c3Fy6ceMGt3Bwc3NT66jcddvf359cXFw+6/j06VPuGPro0SNZZ/Avgei6LBAIBAKBoFQjCmwFAoFAIBD8n0AsVj7DihUrMGHCBBZglJSUBAsLCy5kadeuXRg1ahQLMMrLy0Pv3r25ACM7OzsMHjwYR44cYYVk33//PRey9PjxY/Tr148LMJoyZQoXsuTn5wdLS0sWskREWLZsGSZOnIgrV64gPT0dCQkJsLCw4EKWdu7cyTnm5uaiV69enOO5c+cwZMgQLsBoyJAhXMjSo0ePZI4///wzF7Lk6+uLHj16cCFLv/32G3PMyMhAfHy8zHH79u0YPXo0CzDKyclBz549uZAlW1tbmeOgQYO4kKUHDx6gf//+2Lt3Lyt2mzRpEufo7e0tc1yyZAkmTZrEQpbi4uJgYWHBhSxt27aNc8zOzkbPnj25kKUzZ87g+++/50KWFAoFcywoKMC9e/cwYMAALmRp4sSJmDVrFu7cuYOcnBx4eXmhR48e2LZtGyvIW7RoEecYGxsLCwsLrFu3jhXkbdmyBWPGjMG5c+fw4cMHZGVlwcrKinM8deoUhg4diuPHjzNHa2trLFy4EI8fP0ZBQQFrrLlv3z5WkDd+/HjmmJubCw8PD1hZWWH79u2sIG/hwoWYPHkyrl27hszMTERHR6N79+6c4+bNmzF27FicP38eKSkpzPH3339nRYMnTpxgjlJw4oABAzhHqbHm/v37meNPP/2E2bNn4+7du8jNzYWbm5vM8ZdffsHPP//MghOjoqJgYWHBhTtu3LiRc8zMzESPHj04x+PHj2PYsGEs3JGIMGDAACxatIiFO966dYs5SkX2P/74Ixfu+O7dO/Ts2ZMLd1ywYAHnGBkZKXNcv349fvzxRxbumJGRgR49enABlEePHsWwYcNYcGJRURH69+/PhTs6ODjA2tqaC3ccO3Ys5+jq6opevXpx4Y7z5s3DlClTWLhjeHg4LCwsuADKdevWYdy4cSw4MT09HT169ODCHQ8fPowffviBc+zXrx/neOPGDSgUCi7ccfTo0Vy44+vXr2WOc+fOxdSpU1lwYlhYGCwsLLhwxzVr1nCOqamp6NGjBwtOLCoqwsGDBzF8+HAW7lhYWIi+ffty4Y7Xrl2TOY4aNYoLd3z16hV69+7NhTvOnj2bcwwJCYGlpSUXnLhq1Sr89NNPLNwxJSUFlpaWXLjj/v37OceCggL06dOHC3e8cuUKbGxsuHDH4cOHc47Ozs7o06cPF5w4c+ZMTJs2jQt3/JaIULjPEBsbi7dv38LY2Bj16tVDrVq14OPjg0qVKsHY2Bj169dHUlISXF1dYWxsjNq1a8PMzAz+/v7Q1taGsbExTExMkJaWhrdv36JmzZqoVasW+vbti6CgICQnJ6NmzZpo0KABsrKy8O7dOxgbG7O/8PBwpKSkoGbNmjAxMUFeXh48PT1hbGyMmjVrom7dujLHGjVqwNvbG5UrV2a3JSUlsf3XqVMH7dq1g7+/P3R0dNhjS47GxsaoVasWqlevjsDAQKSkpLDnkZWVBTc3N9SsWZP9hYWFIT09nY2RvsSk51CnTh3ExMSw+9WrVw9GRkbMsWbNmmwepf3XqVMHbdu2hb+/P/T09D46j5Kj8v6leZT8jI2NERYWhszMTPZclR2lOYmOjmZzW69ePVStWhVeXl6oUqUKuy0xMZHtv27dumjdujX8/PyYY/369ZGamso59unTB0FBQdz+1b3WoaGhyMnJYc8jJycHHh4e7DlIjt7e3mzOKleu/EnHOnXqoFWrVvDz84OBgQHbf2pqKnvP1qpVC71790ZgYCCys7PZ/jMzM7l5rFGjBkJDQ5GXl8ceJycnB+7u7uw51K5dG9HR0fD19WWOFStWhLe3N6pVq8Ze/4SEBO61btGiBfz8/GBoaPjReZQcc3Nz2WdGcpReR2NjY4SEhKCwsFD2WkvPQ3IMCAhg+ypfvjy8vLxQrVo1No+So/RaN2/eHH5+fihTpgx77JSUFO6zb2VlhYCAAOTl5X12HkNCQrjX2t3dnT2H2rVrIyoqCkFBQWwey5UrB09Pz4/OY926ddG0aVP4+vqibNmy7LmlpKRw89ijRw8EBASgoKDgk44hISEIDQ3lXms3Nzf2WteqVQtRUVHsedSvXx+Ghobw9PRE9erVmWN8fDybo7p166Jx48bw9fVFuXLl1DrWrl0bFhYWCAgIYK9jgwYNkJGRwZ5rzZo1YWRkhJCQEERERKidR+mxIiIi2Jj69etDT08Pnp6eMDIyYk5xcXFs//Xq1UPDhg3h4+PDOX748IF7rbt27YqAgAAQEZsj6aoyaa6NjIzYFYySY3Z2NjsWSvMYERGBqKgo9jja2trw8PBA9erVZY7S+7N+/frw8fFBhQoV2Hvkw4cP3Ge/c+fOCAgIgIaGBtu/sqM0j8HBwYiNjWX7lxyl17pmzZqIiIhAbGwsmw9TU9Nv+2X8xatl/gG+ZoGt6mPm5uZyBZfqxhQWFnLFjETFhWfKhYLq7peens4VPakbk5WVxRUzfsxRuVDwY47KhYL/rzlmZmZyBW7qxuTk5PwrHJWL8NSNKSgo4AoFhePXcywqKvpHHfPz82VXaqSmpn4Rx4yMDK7gUt2Y7Oxsrvj//7rj3znOfynHvLw8td9F38rxSyEKbAUCgUAgEJRqRIHtF+Lhw4dcMFhubi5sbW25YLCXL19yjdSk2grlYDBPT0+u2RtQ3ExOObwsJCREdj7QwcGBCwZLTEzkGtIBxc3clEO3cnJyYGtrywVaOTs7f9bRw8ODa/YGFDeTUw4GCw4OVuuoHLqVkJDANXtT55idna3WUbnZm+SoHLrl7u6OBw8ecGFRFy9e5EK33r9/zzV7A4AbN25wjvHx8VwjNaC44ZxyMFhWVhbOnj3LOb548aJEjsrN3gDgwoULMsdbt25xjvb29lwwWFxcnMzx3r17ah2VQ7eeP3/OhcAVFhbizJkzXOiWm5sb1+xNclQO3QoKCuIa0gHFDTmVHWNjY1mtlLKjcjBYZmamWkfl8LLCwkLY2tpyju/evZM52tnZcY6BgYFcszfJUTkYLCYmhmtIBxQ37lMOBsvIyGA1PhLPnj3jGtJJjsqhW2/fvuUa0hERzp8/zwWDBQQEqHVUDgaLiYnhGtIBxY37VB3Pnz/POT59+pQLWCsoKMCZM2c4R1dXV64hnTpHf39/Vockce3aNc4xOjqa1SEpOyqHl6Wnp8vm8cmTJzJHW1tbVockOUp1SJLjuXPnuPAyPz8/VockcfXqVS68LDIyUuZ4584dVuMDFAeuSXVIEo8fP+YC1vLz83HmzBnO8c2bN1yTWXWOvr6+ah2lOiSgOMhQucksUNwAUdVRuREuUNz8VDmQNC8vD2fOnOHCPl1cXNQ6KgeS+vj4cE1mAeDKlSucY3h4OOzt7TnHW7duyQJJvylf+Bedf4SveRpozJgxBICMjY3pjz/+IC8vLzIwMCBNTU2ysLCgx48f06JFiwgAVa5cmebPn09hYWFUsWJFFuh1/fp1FmZWvnx5mjx5MsXExFDdunUJADVv3pxOnjzJwswMDAxo+PDhFBQURF27diUAZGJiQjt27KDHjx+TpqYm6ejo0IABA8jNzY1GjhzJHFeuXEmenp6c45MnT+jXX38lAFSlShVasGAB52hmZkb29va0Y8cOmWPt2rUJAJmamtKpU6dYmJmBgQGNGDGC3r9/T507d2aOf/31Fzk5OZGGhgbp6OjQwIEDyd3dnYYPH04AqGbNmrRq1Sry8PAgfX190tTUJEtLS3r69CktWLCAOf7yyy8UGhpKFSpUYIFeDg4OtG3bNub4888/U2xsLNWsWZM5nj59moWZGRgY0MiRIyk4OJg6duxIAKhBgwa0a9cuevToEXO0trYmDw8PGjZsGHNcvXo1ubu7M8cePXrQ8+fPad68eQSAqlatSr/++iuFhITIHLds2UIAqEKFCjRlyhSKjY2lGjVqsJAnW1tbFmZmaGhIo0aNopCQEDI3NycA1LBhQ9q9ezcL4dLV1SWFQkGenp70/fffEwCqVasWrVmzht69e0d6enqc45w5c5jjwoULKTg4mMqXL89Cx27dukWbNm1ijlOnTqW4uDiqXr06AaCWLVuSra0tCzMzNDSk0aNHU2hoKLVv35457tmzh+7fv885enl50eDBgwkA1a5dm9auXUtv374lPT090tLSIisrK3rx4gXNmjWLOS5atIhz7NixI92+fZs2bNhAAKhixYo0bdo0io+Pp6pVqxIAatWqFZ07d46FmZUpU4bGjBlDYWFh1LZtWwJAjRo1on379pGjoyNzHDRoEHl7e5ONjQ1zXL9+Pbm6upKuri5paWlRr1696OXLlzRjxgwCQNWqVaMlS5ZQUFAQlStXjjQ0NKhTp050584dWrduHXOcMWMGxcXFUZUqVZijnZ0dCzMrU6YMjR07lsLCwqh169YEgBo3bkz79+9nQWF6eno0ePBg8vHxIWtrawJAderUoQ0bNtCbN284x1evXtG0adMIAFWvXp1+++03zrFz587k6OhIa9as4RxjY2OZY+vWrcnOzo6OHTvGHH/88UcKDw+nli1bMscDBw6woDA9PT0aMmQI+fr60oABA5jjxo0bycXFhXR0dEhLS4t69+5Nr1+/pilTpnCOAQEBVLZsWdLQ0KAuXbrQvXv3aNWqVQSAvvvuO5o1axbFxMRQ5cqVmePFixfpyJEjBIDKli1L48aNo4iICDI1NSUA1KRJEzp06BDdvHmTc/Tz86O+ffsSAKpbty5t2rSJXr16Rdra2qStrU19+vQhFxcXmjRpEgEgIyMjWrZsGfn7+1OZMmWY4/379+mPP/7gHKOioqhSpUqE/4R0Xr58mQ4ePMgcf/rpJ4qIiKCmTZsSAGratCkdPnyYbty4wRyHDh1K/v7+1Lt3bwJA9erVoy1btpCzszPn+ObNG5owYQJzXL58Ofn6+jLHrl270sOHD2nFihUEgCpVqkSzZ8+myMhI5ti2bVu6fPky7d+/nzmOHz+eIiMjqXHjxszx6NGjdP36dQJA+vr6zLFnz56co+qp/r9LSb+/RYHtZ7C0tESDBg1gY2OD9u3bIycnByNHjoSlpSUGDhyIatWqISEhAYsWLYJCoUCXLl2goaGBkSNHok2bNlAoFKhVqxYeP36M2bNnw8bGBpaWltDT08OIESNQo0YN2NjYoGHDhvD29sbPP/8MGxsb9OrVC2XKlIG1tTWsra1hY2MDU1NTxMXF4ccff8TAgQPRr18/VKxYEVZWVmjSpAkUCgXat2+P7OxsjBw5Ej169MDAgQNRtWpVxMbGYtGiRbCxsUHnzp3VOj569Ahz5syBjY0NLCwsoKenh5EjR6JmzZqwsbFBgwYN4OXlxRx79+4NQ0NDKBQKDBo0CAqFAqampoiNjcVPP/3EHCtUqAArKys0a9YMNjY2aNeuHbKysjBy5EhYWVkxx+joaCxevJg5AsDIkSPRrl07KBQK1KxZEwYGBszR0tISurq6GDlyJOrUqQOFQoEGDRrAw8MDU6ZMYfMoOQ4ZMgQ2NjZo3rw5oqOjZY49e/ZEixYtYGNjg7Zt2yIzMxMjR45Ez549MXDgQFSpUgXh4eHQ09NjjkSEESNGwMzMDNbW1qhZsyb09PQwd+5cNo+6uroYNWoU6tatCxsbG5iYmMDd3R1Tp06FQqFgjjY2Nhg2bBhsbGzQrFkzREVFYfz48bC2tka/fv1Qvnx59OzZE61atWLzmJ6ejlGjRqFXr14YMGAAqlSpgrCwMPZ4nTp1Yo7m5uZQKBQwNjaGtrY25s2bB4VCwRxHjx6N+vXrQ6FQwMTEBO/evcPUqVNhY2ODnj17ssccPnw4c4yMjMSECRNgbW2Nvn37onz58ujVqxfatm3L5jE9PR0jR45E7969mWNISAjKlSsHhUKBTp06oaioCCNGjECHDh1gbW0NY2NjaGhoYN68ebCxsUH37t2Zo/R5rF+/Pt6+fYtp06YxRwMDAwwaNAijRo2CjY0NmjZtivDwcIwfPx4KhYI59u7dG2ZmZlAoFGjbti3S0tIwatQo9OnTBwMGDEDlypURGBiIChUqwMbGBh07dmSOHTt2ZI5EhPnz5zNHbW1tjBkzBg0bNoRCoUD9+vXx5s0bmePgwYMxduxYKBQKNG3aFGFhYZgwYQJzLFeuHHr37o0OHTrAxsYGbdq0QWpqqszR398flSpVgo2NDTp06IDCwkIMHz4cnTt3hrW1NWrUqIH8/HyZ4+jRo9G4cWMoFArUq1cPLi4umD59OmxsbGBlZQUDAwMMGTIE48aNg42NDZo0aYLQ0FCZY58+fdC5c2fY2NigdevWSElJwejRo9G3b18MGDAAlSpVgo+PD6pUqcI5jhgxAl26dIG1tTWMjIyQm5uLBQsWwMbGBt26dWOO0nGtXr16ePXqFWbMmAGFQoGePXtCX18f33//PSZMmMAc379/j4kTJ0KhUKBPnz4oV64c+vXrh+7du8PGxgatWrVCcnIyxowZg379+qF///6oVKkSunfvDiMjI+aYn5+PkSNHomvXrhg4cCCMjIyQlZWFX375BTY2NujatStzbNasGRQKBerWrQtnZ2fMmDGDzaO+vj6GDh3KXqPGjRsjKCgIEydOhI2NDfr06YOyZcuiX79+sLS05BzHjh3LHL/77jtYWFiwY7G5uTny8vIwYsQIdOvWDdbW1qhevTrS09M5Ry0tLYwaNQqmpqZQKBSoU6cOXrx4gZkzZ8LGxgY9evSAvr4+hg0bhsqVKzPHgIAATJo0iR3ny5Yti/79+6Nnz56wsbFBy5YtWTfmb4WoWREIBAKBQPCPIGpWvhDK5/WA4vOtyk3C1I0pKiri6j7UjVF3W25urux8oOqYvLy8z475Nzjm5+eXyFG5XkE4/j3HwsLC/9OOJRlTEkflhnB/15GI/nFH5aZ1wlH9e/b/gmNBQcE/6vitEYuVz7By5Up069aNhfNkZmaiefPmXDjPoUOHYGZmhlWrVsHV1RUFBQXo3LkzRowYgdOnTyMpKQk3b96EqakpF85jY2PDhfO4ubmhUaNGmD9/Pit0nTJlChfOEx0dDRMTEy6c548//kD37t2xefNm+Pj4ID09Hc2aNcP48eNZoeuBAweY49u3b1FQUIBOnTpxjjdu3ECLFi2wdOlSVkRqbW2NQYMG4fDhw4iJicHbt285x/z8fEyePBl9+/bF7t27ERISgsjISJiYmGD69Oms0HXFihXM0dfXF+np6WjatClzTE9Px759+2Bubs4C9/Lz89GhQweMHDkSZ86cQVJSEq5fvy5zHDhwIAvci4mJgaurKxo1asQF7k2aNIk5Sl1HTUxMMGPGDOa4fPlyWFhYsMC9tLQ0NG3alAsF3LNnj8zR3NycC9y7evUqWrZsyQXu9e/fnwsFdHFxQePGjfHLL78wxwkTJnCBe+Hh4cxRKnRdunQp55iamoqmTZtyoYC7du1Chw4dWOBefn4+2rdvzzleunQJrVq1wvLly5lj3759ucC9ly9fMkep0HXcuHGcY2hoKExMTLjAvcWLF8PS0pIF7qWmpqJJkyZcKODOnTvRsWNHrF27Fm5ubsjLy0O7du24wL0LFy4wR6nQtXfv3pzjixcv0LhxYy4U8Mcff+RCAUNCQmSOCxcuZIF7/v7+SElJQaNGjbjAve3btzNHd3d35qgcuGdnZ4fWrVtzgXu9evXiQgGfPXvGORYUFGDMmDFcKOD79+9hYmLCBe79+uuvXCjghw8f0KhRIy5wb+vWrejUqRML3MvNzUWbNm04x3Pnzskce/bsyQXuPXnyBE2aNOEC90aNGsWFAgYFBaFBgwZc4N6CBQu4wL3k5GQ0bNiQc9y8eTPnmJOTg9atW3OBe7a2tmjTpg0L3CssLESPHj04RycnJzRt2pQL3Bs5ciQXChgQECBznDdvHhe4l5SUhIYNG3KBexs3bkTnzp1Z4F52djZatWrFAvdSUlJw+vRptG3blgXuFRQUwNLSkoUCJiQk4OHDh2jWrBnnOHz4cC5wz8/PDw0aNOAC9+bMmcM5JiYmomHDhixwLzMzE+vXr0eXLl1Y4F52djZatmzJhQKePHkS7dq14xwtLCy4wL379++jWbNmXODesGHDOEdfX180bNiQBe7l5uZi1qxZssC9b8lXrVlJTk7Gtm3bcP36dSQmJrID35AhQ7hxly9fxrp16xAWFoZGjRph3bp16NWr19dUKzEJCQl4/vw5wsPDER4eju+//x5xcXE4e/YsC8mJjY2Fq6srIiMjER4ejnHjxiE6Ohrv3r1DeHg4oqKiUKZMGfj4+CAmJgYRERHIzs5GREQE/Pz8EBERgcjISDRv3hzv37/HkSNHEB4ejtTUVMTExOD+/fuIiIhAeHg4rKysEBkZiZMnTyIiIgJJSUnsgCg5DhkyBHFxcbC1tUV4eDji4uI4x4iICIwZM4YtkCIiIhAdHQ19fX14e3sjOjoa4eHhzDEgIIAFKzVt2hTv37/H0aNHERERgbS0NMTExODhw4ds/5aWloiMjMSJEycQHh7OOUqPM3jwYG4e4+LiEBcXhzdv3rDnOnbsWMTExMDd3Z056urqMseIiAjk5OQgPDwcQUFBCA8PR0REBBo3bszNY1paGqKjo+Hk5MT2b2FhgYiICBw/fhzh4eFITk5GbGwsnj59yp7HoEGDEBsbC1tbW5mj8jzGxMTAw8ODvdba2trw8vJCVFQUwsPDmWNwcDB7rRs0aICgoCAcPnwY4eHhSE9PR3R0NJ48ecL23717d0RERODEiROIiIjgHKXnoVAoEBsbizNnzrDXOi4uDi4uLmweR48ejdjYWHh5ebF51NDQgKenJ3PMzc1FeHg4239kZCTq16+PoKAgHDlyBBEREUhPT0dMTAz3Onbt2hXh4eFsHqXXWvl5KDtGREQgPj4e8fHxeP36NXMcNWoU4uLi4O3tjfDwcERHR4OI4OnpyV5ryVHaf2RkJOrWrYvAwEDZPL548YI5du7cmTlK8xgXF4fHjx8zx4EDByI2NhanT59GeHg45yi91iNHjkRsbCx8fHwQHh6OmJgY5Ofnw8PDg83jpEmTEB4ejufPnzPH2rVrM8eIiAhkZGQgOjoaL1++ZO/Zjh07IiwsDMeOHUN4eDg+fPiA2NhYPH78mD2PAQMGqHV89eoVm0fJ0dfXFxEREYiJiWGheFFRUYiIiMDEiRMRERGBFy9esNe6Zs2aCAgIYPMoOUqvkeQYGhrKOcbFxcHJyYnNo7JjREQEEhISmKM0jyNGjEBsbCy7IikmJgbZ2dlwd3dn8zhx4kRERkbi5cuXLDDNyMgI/v7+iImJYY5RUVF48+YNm0czMzOEhITg2LFjiIiIQEpKCmJjY/Ho0SPm2K9fP8TExODUqVPMMS4uju0rIiICP/zwA+Li4nDu3DnmmJ6eDjc3N3acnzBhAiIjI9n8R0VFoWrVqvDz82PHeSl5WPouiIiIQLt27RASEoKjR4+y0E/JUdp/nz59EB0djVOnTiE8PJw5Ojs7s9da2VH6LkpNTcW7d+/YXP/000+IiorC69ev2fGpcuXKzDE8PJw5SsfZiIgItG3bFsHBwTJH5eP8nDlzUL9+/W/3ZfxFynk/wpIlS2jnzp3k5+dH0dHRtH37dtLU1KQHDx6wMQ8fPiRtbW3au3cvhYeH06pVq0hXV5c8PDxKvJ+veTWQk5MT11U1JyeHzp8/z3VVffXqFdf5tbCwkOzs7Liuqp6enrKuqleuXOG6qoaEhNCdO3e4ILJbt25xXVUTEhLo6tWrXBDZw4cPOcfs7Gyys7PjuoG+fPmS66paWFhI58+f5zqWenp6yjqWXrlyheuqGhwcLOuqevPmTc4xPj6erl27xgVoPXz4kOuqmpWVJXN0dnbmOpaqc/Tw8JA5Xr58mXN8//69rKvqzZs3ua6qcXFxMscHDx5wHUszMzP/lqO7u7usq+qlS5e4rqpBQUEyRwcHB5nj9evXOcf79+/LHC9cuMB1VX3x4gXXVbWgoIDOnz/PdVV1c3NT66jcVTUoKIgcHR25cKobN25wnV9jY2PJ3t6eC9C6f/8+eXl5MceMjAyZ4/Pnz9U6JiQksDHv3r2TdX69ePEi5xgYGEj37t37pGNMTIzM8d69e5xjeno6Xbx4Ueb45s0bNiY/P5/OnTsnc3z27BlzLCoqkjkGBATIHO3t7blu7tHR0bIOuvfu3SNvb2+2/7S0NLpw4QJ3nHv27BnXzT0/P182j2/fvlXrqNzN3d/fX9bNXdUxKiqKbty4wQWROTo6ct3c09LS6OLFi5zj06dP1Toqd3N3dXXlurkXFRXRhQsXOEc/Pz+Z4/Xr17mO85GRkeTg4MA53r17l+uUnpKSQpcuXeLC0p48ecJ1c8/Ly5M5vnnzhuvmLjkqd3P39fWVdZy/fv061809IiJC1s39zp07MsfLly/LHJW7uefm5tL58+e5TukuLi5qHZW7ufv4+Mi6uV+7do1zDA8Pl3VKv3PnDtfN/UtRakPh6tSpg8mTJ+PPP/8EAPTv3x86Ojq4ceMGG9OuXTu0bt0ax48fL9FjigJbgUAgEAj+fZS6AtvCwkJcvnwZCQkJ6NevH4Di4p/nz5/LTvn06dMHz549+1Zqn+T69etcoFRubi42b97MhV49evSIC70qKirC9u3buUApV1dXrvkeABw4cIALvXr//j327t3LhV6dOXOGC5RKTExk59klrl27xgVK5eTkYPPmzVyg1MOHD1ktgLKjcljTmzdvuOZ7ALB//34uUCowMJBrEAgAp0+fZs33gOJTZ8rN94DiYCRlx+zsbGzZsoULlHrw4AEXKFVUVIRt27Zxji4uLjLHffv2cYFSAQEBXPM9ADh16hQXehUfH881tgOKg5GUA6WysrKwefNmzvH+/fs4d+4cC2uSHJUDpV6/fs013wOAvXv3co7+/v5c8z0AOHnyJBcoFRcXJ3O8fPmyzHHLli1coNS9e/e40KvCwkJs3bqVc3z16hVrvqfsqBwo5efnxzXfA4ATJ05wgVKxsbFc8z2gOOxQOfRKqltQdnR0dGTn2ZUdlUOvXr58yWoBJPbs2cPOswPFIVzKzfcA4Pjx45xjTEyMWkep+R5QHLi2ZcsWLvTq7t27ah2l5ntAcZChVAsAFB/Tdu/ezTn6+PiodZSa7wHFgWuqtQAXL15U6yg13wOKw8Sk5ntAcdHlli1bOMfnz5/LHHft2sWa7wGAl5cX13wPAI4ePco5RkZGcs33gOKQPqn5HlAcCrd582bO8datW2odlcM2nz17xprvSY5//fUX5+jp6ck135MclcM2IyIi1DoqB1mmpqZiy5YtXNjmzZs3ubDN/Px8bNmyhQuyfPr0Kavvkxx37tzJhW16eHjIHI8cOcKFbYaHh3MNAgHg3LlzMsetW7dyQZYODg5c2GZeXh42b97MOT558oTV9yk7KgdZuru7sxpEicOHD3Nhm2FhYay+T9lRNWzzm/LFf9NRwcfHh8qUKUNaWlqkr69Ptra27N+kn3+UbyMi2rp1K5UpU+ajj5mTk0OpqansLyIi4qudBpo4cSILlOrXrx/t2LGDhYDVrl2bZs6cyQKutLS0yMLCgnbu3MkCtqpVq0YTJ05kYT34TzDXli1bqFGjRiysadSoUbRx40Y2plWrVvTnn3+ShYUFC2saMmQIbdu2jfT09Fjo1cKFC1ngmjrHOnXq0KxZs2jmzJnM0dLS8pOOGhoa1LFjR9q6dSs1aNCAOY4ePVrmuHLlSurevTtz/P7772nbtm2kq6vLAqUWL15MP/zwAwtC6t+/P+3cuZOFgEmOUgiXlpYW9ejRg3bu3EnVqlVjgVKTJk2iZcuWcY7btm2j+vXrs7CmMWPGsDAx/CdQatWqVSxcT3Lcvn07c2zSpAktXryYhg4dyhwHDBhAO3bsYI5169al2bNnsxAudY5GRkY0efJkWrp0KXPs1KkTbd++nQUAqnNs06YNrVq1ioXrlS1bloYOHUrbt28nHR0d5rhkyRIWCic57ty5k8qVK8cc58yZQ1OnTiUApK2tTVZWVrRz504WpiY5/vbbb8yxc+fOtH37dhYAWKlSJRo7diytX7+ec1yzZg0L15Mct23bxhybNm1Kv/32GwuF09fXp4EDB9KOHTuYY7169WjOnDn0888/M8eePXvSjh07WFCZkZER/fzzz7RkyRLOcefOnSwAUJ1j27Ztae3atSxcr2zZsjRs2DDatm0baWtrc45SKJy+vj5ZW1vT9u3bqWzZssxx7ty5NHnyZM5x586dzLFGjRr0888/0+LFi5ljly5daMeOHVSrVi3m+OOPP7LgOGVHMzMzAkDlypWjH374gbZu3cocmzVrRkuXLiWFQsE57tixg8qUKUMAqH79+jR37lwWZqatrU29evWinTt3sjC1GjVq0JQpU1hopbKjNI+VK1emcePG0dq1a5lju3btaP369dSuXTuZo5aWFgHFQZZLly6lgQMHMkeFQiFznDdvHgsz09HRYY5SUJmxsTFNnTqVhVZqampS165daefOnWRsbMw5SuF2QHHY5vr166lNmzYEFIdEDh8+nLZu3UqamprMcfny5dS/f38CikMiFQoFbd++nQwNDQkoDrKcP38+/fTTT8yxd+/etGPHDpmjFFqpqalJ3bp1o+3btzPHKlWq0E8//cTC7STHDRs2sHC98uXL04gRIzhHU1NTWrFiBQuuMzAwIBsbG9qxYwcZGBgQUBxkuWDBAvrxxx+ZY58+fWjnzp303XffEVAcZDlt2jSaP38+c+zevTvt2LGDBVJWqVKFxo8fTytXrmSOZmZmtHHjRhauJzlu3ryZNDQ0CCgOsvz9999ZcJ2hoSENGjSI7O3tZT2G/g4lPQ301RcrUqO3iIgI9iV2584dTvLcuXPcfaQ308f4888/2WQr/32NxcqKFSuoSZMm9Ouvv5KTkxMlJydT3bp1acCAAbRv3z4KCwuj/fv3sy/cO3fuUHp6OrVu3ZqsrKxo27ZtFBAQQDdu3KDq1avT5MmT6dq1a5Senk69evWiTp060bp168jDw4PevHlDlSpVojFjxtC5c+fow4cP9NNPP1GbNm3o999/p1evXlFoaChVrVqVhg4dSsePH6e4uDhaunQpNW3alBYuXEiPHz+mpKQkqlOnDg0cOJD2799P4eHhtHfvXvaFe/fuXUpPT6eWLVuSlZUVbd++nQIDA+n69evsi0Kq5+jZsyd17tyZ1q9fTx4eHuTi4kKVK1emsWPH0vnz5+nDhw/0448/Utu2ben333+n169fU0hICFWpUoWGDRtGJ06coLi4OFqyZAk1bdqUFi1aRE+ePKHExESqVasWc4yIiKDdu3ezL7O7d+9SWloatWjRgn2ZBQYG0tWrV5mjVM/Ro0cP6tKlC61fv548PT3p1atXVLlyZfrxxx+Z45gxY6ht27b0xx9/kIuLCwUHB3OO8fHxtGjRImrWrBktXryYnjx5QgkJCVSrVi2ytramAwcOUEREBP3111/M0dHRkdLS0sjU1JR69epFO3bsoKCgILp8+TL7orh+/TplZmaShYUFdenShTZs2EBeXl7k7OzMHO3s7CglJYVGjRpF7dq1oz///JNcXFwoKCiIqlSpQj/88AOdPHmS4uPj6ddff2WOT58+pYSEBKpZsyYpFAo6cOAARUZG0o4dO9iXmeTYrFkz9kURFBREFy9eZI5SPUe3bt2oa9eutHHjRvLy8qLnz5+zLwqp5mTEiBHM8c2bNxQYGEiVK1em4cOH08mTJykhIYEWLFhAzZs3pyVLltDTp08pPj6ejI2NSaFQ0MGDBykyMpItMufOnUv37t2j1NRUatq0KfXu3Zv++usvev/+PdnZ2bEvCqmeo0uXLszR29ubnj17xr4opHqOH374gdq3b08rV66UOZ46dYoSEhJo3rx5ZGpqSkuWLKFnz55RXFwc1ahRg2xsbOjQoUMUFRVFW7ZsIRMTE5o3bx7dv3+fUlNTqUmTJpzjuXPnyNjYmKZNm0Y3btygjIwM6ty5M3Xr1o02bdpE3t7e9OTJE+Yo1XMMGzaMzMzMaOXKleTq6kr+/v5UuXJlGjFiBJ0+fZoSEhJozpw5ZGpqSr/99hs9f/6cJSErO27atIkaNGhA8+fPp/v371NKSgo1atSI+vTpQ7t27aLg4GCytbVlX2YODg6UmZlJHTt2pO7du9OmTZvIx8eHnJyc2JeZ5DhkyBAyMzOjVatW0du3b8nX15cqVarEHBMTE2nWrFnUokULWrp0KT1//pxiYmLIyMiIBg0aRIcPH6aoqCjasGEDc3zw4AGlpqZSw4YNqW/fvszx9OnTVLNmTZo+fTo5ODhQRkYGdejQgbp3706bN28mX19fevjwIXOUak4GDRpE5ubmtHr1anr79i15e3tTpUqVaOTIkXTmzBlKSkqiGTNmUMuWLWnp0qX04sULio6OpurVq9PgwYPp8OHDFB0dTWvXrqWGDRvSggUL6OHDh5SSkkINGjSgvn370u7duykkJIROnDhBtWrVohkzZtDNmzcpPT2dzMzMyMLCgrZs2UK+vr507949qlq1Kk2YMIHVnCgUCurQoQOtXr2a3r17R15eXlSpUiUaNWoU2draUlJSEk2bNo1atmxJy5YtI2dnZ4qOjqZq1arR4MGD6ciRIxQTE0OrV6+mRo0a0S+//EIPHz6kDx8+kImJCfXr14/27NlDoaGhdOzYMapduzbNmDGDbt26RRkZGdS+fXuytLSkLVu2kJ+fHzk6OrL/oF65coXS0tJo4MCB1KFDB1qzZg25ubmRh4eHzHHKlCnUqlUrWr58OTk7O8uaSv5dSs1iRRWFQkHW1tZEVFz8Y2BgQLt27eLGLF26lOrVq/fRx/iWv6woF9ISFRc1qXbZTU5O5laYhYWFXFEmEdGHDx9kL67qY6elpck6r6qOycjIkHVeVR2Tk5Mj6w77pRxTU1O/qaNyweM/4ajaefVLOqp2NVXnqNp59e84FhQU/KOO2dnZJXJU/fx++PBB9j+3v+OYnp7+zRyLiopkj52SkvLFHFW77Ko65ufnf1VH1Yh11TFZWVklclTtBFzaHPPy8r6aY1paWokcVTu+q45R56j6PD7mWJLvos85filKulj55jkrGhoa7NyZhoYGOnbsiCdPnnBjHj16hE6dOn30MfT09FC+fHnu72tRWFgoC8dRDetR3ZbupzpG9XHUjVF9LNUx6vanzlHdY3/ucUriSMUL3M+OKYnj15rHkjqqG6N8GxHJ7qfu9fi7jp97rf/umJLOY0nGfAlHdfv7lp+ZLznX3/r9+N86qrutJMeHL7n/f9Lxa75nS3qc/Zqf/ZIcQ0sypiT7/9zz+NZ81cXKhAkTWChVVlYWDh8+jFu3bmHs2LFszPz581kRa25uLg4fPgwXFxfMnTv3a6qVmIMHD6Jhw4YsBC0rKwtt27blgtocHBxQu3ZtTJ8+HQ4ODsjMzMSAAQO4ELS3b9/CyMiIC2qbMGECzM3NWVBbZGQkjIyMuBC05cuXcyFoKSkpqFevHhfUtn//fhaC9uDBA2RnZ6NNmzZcCJq9vT1zvHnzJjIzM9G3b19YWFgwxzdv3sDIyIgLQfvpp5+4ELTw8HBUr16dc1y6dCkLQZMc69atywW17d27lwtqy8rKQqtWrdCvXz/meO3aNdSpU4eFoGVkZKBPnz5cCNrr169Ro0YNzvHHH39kIWjv3r1DaGgoqlevzoWgLVmyhAtq+/DhA+rUqYMhQ4awoLZdu3ZxIWhZWVlo2bIlF4J25coVzjEzMxO9evViIWh+fn5wdnZGjRo1uKC2MWPGcEFtwcHBqF69OkaPHs0cFy1axIWgJScno3bt2lwI2s6dO2WOpqamLAQtLCwMFy9eRN26dVkIWmZmJnr27MkFtb148QI1atTApEmTWAH5qFGjuBA0ZUepOPvXX39F69atmWNSUhJq167NQtBiY2Oxfft2LgRNClJUDmqzs7ND3bp1MWvWLOZoaWnJhaA9e/aMOUrF2SNGjECnTp2YY1BQEKpXr86FoC1YsIALQUtKSkKtWrW4oLatW7eyEDQnJydkZWWhWbNmXFDb+fPnUa9ePRbUlpWVBQsLC1hZWTHHJ0+ewNjYmIWgZWRkYPjw4VwIWkBAAKpVq8Y5zps3j4WgvXr1ComJiahZsyYXgrZ582YuqC0zMxNNmjTBwIEDWQH52bNnUa9ePRaClpWVhW7dunFBbY8fP+YcMzMzMWzYMC4Ezd/fH9WrV+eC2ubMmcMFtcXHx6NmzZoYNmwYc9y4cSMX1JaRkYHGjRtzQW1nzpxB/fr1OccuXbpwIWiPHj1CzZo1WVBbRkYGhg4dyjn6+vqievXqXFDbrFmzuKC2+Ph4GBsbc0Ft69evZyFokmOjRo24ELRTp07BxMSEBbVlZWWhU6dO6NWrF3N88OABatasyYLaMjIyMGTIEC6ozdvbm3NMTU3FjBkz0K5dO/z5559wcXFBbGwsjI2NuaC2tWvXckFt6enprL+U5HjixAmYmJiwoLasrCx06NCBC2q7d+8eatWqxTkOGjQIXbt2xcaNG+Hl5QVPT08YGRlh3LhxrPB52rRpzPHNmzeIiYlBjRo1MHz4cOa4evVqNG/eHEuWLMGzZ89k6blfnb/9200JuH37NnXp0oUMDQ3J0NCQ2rdvL6tPISLau3cvGRkZkaamJtWtW1ftmE/xNXNWpI7G+E/B2qRJk1gBmVQMJhU94j/FYBMnTmQFrvhPwZrUvRn/KVgbO3YsK3zCf4rBJkyYwIqa9PX1aciQIaw7K/5TsDZp0iRWGCoVWkndMPGfYrDJkyfLHKWiR2VHqXgU/ykGGzt2LOf4448/kpGREbvN1NSUczQwMKDvv/+eWrVqxcaYmJjIHPv27Us9evTgHCdNmsSK3KSCNWXHKlWqyBzNzMy4eSxfvjyNGzeOFbhKjuPHj5c5SgVk+E/B2qRJk1hhqI6ODvXr148VM+M/BWuTJ0/mHLt3784KMyXHSZMmseJRyXH06NEyR6kwE/8pWBs/fjzbNjAwoKFDh1Lz5s0/6ygVM3/KUSrMVJ5HZUdzc3MaNWoU265QoQKNHz+eFRSqczQ0NKRhw4axDrJAcedlZUddXV3q378/K2YGirtDT5o0iRULSl22lR2rVq2q1lH5syc5Sp3CgeLu0KqOP/zwAzVp0kTmKBWv6urq0oABA2SOkydPZo5SEbpUPAr8/0Xoyo4dOnT4rGOrVq1Y8abkOHz4cFZcDxQXyk+cOFHmKBVcA8XF/MrzKBV4S12PJcdJkyaxQmGpCH3EiBFsTMWKFWnChAmfdCxTpgyNGDGCGjZsyG5r3LixbB4HDhxInTp14hwnT55M+vr6zNHKyopzlArlVR2liwSA4iL08ePHc8fQ1q1bq3U0MTFhtzVp0oQmTpzIioD19PRIoVCwonCguJh/0qRJMsd+/fp90rFTp05qHZXnsU2bNjRu3Di2XbZsWRo1ahS7AOBTjlJROFBcKK/sKBV4f86xc+fOrHO85Dhx4sQSOUoXAADFReiqjjY2NqwoXHJcuXKl7NTp36FUdF3u378/+vfvj8LCQmhpaX103MyZMzFz5kzk5+dDR0fnayr91wwcOBBNmzZlHWTz8/OhpaWFbt26sU68Dg4OrIOp1NG4XLlyMDU1ZZ14nZ2dWedRqcvt77//zm4zMTFBUFAQdHV1uS6327dvR35+PutyK12S1r9/f9aJ98SJE7CwsIBCoUC7du2Qm5sLTU1NdO/enXW5tbe3Z8+jU6dO0NDQQNmyZdGiRQvWiffFixfMR+pyu2LFClSrVo114g0ICJA5btu2DYWFhVAoFGjWrBm7/HDAgAGsy+2xY8fQo0cPNo85OTnQ1NSEhYUFc7x+/TrrzNyxY0doaGigTJkyaNWqFety++zZM1StWpVzXL58OYyMjFiXW39/f+jr63Ndbrdu3YqioiLWiVe6jFPZ8ejRo+jVqxfrcpudnQ0NDQ1YWlqyLrdXr16Fqakp52hoaIjWrVtj4MCBMDY2xtOnT1G9enXmqKOjg2XLlqFGjRrM0dfXFwYGBqyDrIGBATZv3gwNDQ3WQVa6rHjgwIGsy+2RI0fQu3dvmWOPHj3Qv39/VK5cGVeuXEHLli1ZB1kAMDAwQNu2bVkn3idPnjAfyXHp0qWoWbMm63Lr4+MDAwMDrhPvpk2boKmpyRzj4uKgoaGBgQMHsi63hw8fRr9+/Vgn3qysLGhoaMDKyop14r18+TJatWoFhULBObZr14514nVycoKxsTHrxKujo4MlS5agdu3azNHLy4t1g5a63G7cuBHa2trMUbpE09ramjkePHgQ/fv3h0KhQOvWrdll1j179mSdeC9evIg2bdqweSQi6Ovro3379sxR+kVAuRPvkiVLULduXdaJ19PTE2XKlOEcN2zYAF1dXSgUCjRp0gTR0dHQ1NRkjmXLlsWBAwcwcOBA1ok3MzMTGhoanOOFCxfQrl071om3qKgIurq6MDc3Z514Hzx4gFq1anGOVatWRb169VgnXnd3d5QtW5brxLtu3Tr2OWrcuDGioqKgoaHBOe7fvx8KhYJ14s3IyAARoXfv3qxbsJ2dnVrHDh06YODAgahevTru37+POnXqcN2Cq1SpAhMTE+bo5uaGcuXKsY7r+vr6WLt2LXv9GzVqhIiICGhqakKhULBuwXv37mVd4Vu2bMku/e3Tpw/69++PihUr4ty5czA3N4eNjQ3MzMxQWFgIHR0d1mG7WrVqcHR0ZJ3Tu3TpAi0tLSxcuJD9AlK7dm28ffsW5cuXZ/Oop6eHNWvWoGzZslAoFGjUqBHCwsKgpaXFHMuUKYM9e/awrvAtWrRQ63j27FnWhbt9+/YoKCiAtrY2OnfujIEDB6JatWq4c+cO6tevzzlWrFgRjRs3hrW1NWrXro03b96wbuKWlpbQ09PDqlWrmHfDhg0RGhoqc9y1axeGDh0KGxsbmJqaiq7LfwcRCicQCAQCwb+PUhcK92/lwoULXMhPbm4uli1bxgUROTo6ciE/RUVFWLlyJRfy8/r1a9YMUVofbt26lQsiCgoKYvUr0phDhw5xQUSJiYlYtmwZF0RkZ2fHhfzk5ORg2bJlXBDRnTt3ZI5//vkn5/jq1StWvyLtf8uWLVwQUUBAgMzx4MGDXBBRQkICli9fzgURnTt3jnPMzs5mjlIQ0e3bt7kgIslROYjo5cuXMsfNmzez+hWgOHBNqrGRxhw4cIBzjI+P55r4AcDZs2dZjQ1QHLi2dOlS1mgQKA64UnX8448/WKNBAHjx4gWrsZH2v2nTJs7Rz8+P1a9IY/bv38/qV4DiUDhVR1tbW1ZjIzkuW7aMCxe8efMmq7EBigvjfv/9d87x+fPnrH5FYuPGjVwAoo+Pj8xx3759nGNsbCxWrFjBBSCeOXOGC0DMzMzE0qVLOUcHBwcuAFFyVA5AfPbsmcxxw4YNnKO3tzerX5Ec9+7dywUgxsTEyBxPnz7NhQtmZGRg6dKlrBkiANjb23MBiOocnz59ygUgEhHWr1/PBSB6eXnJHPfs2cMFIEZHR3ONBoHiIMOPOUr1AtevX2c1NkBx4NqKFSu4AMTHjx+rdVQOF/T09GQ1NpLj7t27OcfIyEhWvyI5njx5kgtATE9Px9KlS7kAxGvXrnEhjZKjcgCik5MTF4BIRFi7di3n6O7uzupXJMe//vqLC0CMiIiQOZ44cYILQExNTcXSpUu5AMQrV65wAYj5+flYsWIFFy746NEjLlyQiLBmzRouAPHdu3cyx507d3LhgmFhYazGRnI8duwYF4CYmpqKZcuWceGCV65c4cIF8/LysHz5cs7xwYMHah2VwwXfvn3Lamwkxx07dnCOoaGhrH5Fcjx69CgXLvjN+Z9POJUCvmbNihSmBhTXdcybN4+FLklBRMrnMps3b07z589nYUFSyI8UjASAZTdI562lIKLp06ezc8JSvoR0vlWq65gzZw47TyllNyify1TnOGLECBbKBhTXdSxYsIDVzKhzbNCgAc2bN4+dt5bqY6ZPn87OZUrZDR06dOAcZ8+ezWpmpFyEPn36sMc2MzOjefPmsRoJyVH5fGuLFi1o/vz5zFEKIlKuUZCyG6Tz1uoca9WqRdOnT2fnW6W6jtmzZ7Naj6pVq9L48eNZ6BFQXDMxb948FrpUoUIFGjlyJAuO+5Sj8rl1KbtBOm+tq6tLffv2pWnTprFgKMmxffv27Dy6hYUFzZo1i3OcMGEC9erV67OOyjVULVu2pAULFrDaI0NDQxo8eDDn2KhRI1qwYAE7by2FC06dOpU5StkNUlCYsqNUR1GtWjWaMGECV0PVoUMHzlEKQBwyZAjnOH/+fBZSKAUgKp9bl/Il6tSpI3OU6pMkx7Zt2zJHS0tLmj17Njv/L9WeWFlZcY5z587lHEePHs3VULVq1UqtoxTUBRTXdSxYsICF60kBiMqOderUoZkzZ7IwM8lx1qxZzFGqR5DqvKS6jrlz57L6A8lx0KBBbP+tW7eWOX7//fdcLZo6xwEDBtCUKVPYGCkzSqpFk+pj1DlKdV5SXce8efNYrYkUgKhc5yU5SnVmUrigcp1XkyZNaMGCBSxcT51j3bp1WcYL8P8HIM6cOZOFZkoBiFKdl1TXMXfuXFYLJ4ULKtdQtWnThubPn8+CFNU5Nm3alHOUAhClsEOgOFxw9uzZrF5Oqj2ZOXMmq+mTMqO6devGOc6ZM0fmaG1tzR67bdu2Msdhw4ZxtWiSoxQAKIULSmGHkuOcOXNYvZw6RykAUarzksIFN2zYwPW2+7uU2kuX/21UqVIFANCkSRNYWVmhV69eKFu2LPT09NC1a1dYWVmhffv2AIr7HllZWaFnz56oWrUqtLS00KlTJ1hZWaFr164AgOrVq8PKygpWVlaoVasWNDQ00L59e1hZWaFHjx4AgO+++46NadCgAQCgVatW7LG1tLRQtmxZdmVC8+bNAQBNmzZlY8qUKQM9PT12ZUC7du0AAHXr1mWPXaVKFWhrazPHLl26AACMjIzYmJo1a0JDQwNmZmYyxx49esDKygomJiYAgNatW7M5khwtLS3/a8d69eqx/VeuXJlz7Ny580cdzc3NYWVlBUtLSwBApUqVSuSoOo/NmjXjHPX19T/pWKlSJXbuWNmxRo0an53HzzlqamqiXLlysnlUdjQ0NIS+vj66d+8OKysrtG3bFgBQv379jzpK0QA1atRg+69ZsyY0NTVl81i5cmU2Ruqy+inHZs2aAQCaN2/OHA0MDLh5bNOmDefYs2dPVKpUCTo6OjJHY2Nj9jyMjY05RwsLC+YojalXrx4AoE2bNuyxVR2bNm0KADA1NWVj9PX1YWBgwOZRcjQxMWFjvvvuO86xY8eOJXasUqUKm8e6desCANq2bcvup6GhgfLlyzPHJk2ayOZRT0+Pc2zdujUAoEGDBuxxKlasCB0dHXTp0oVzrFmzJhtTo0YNaGpqokOHDrCyskL37t2Zo+o8KjsCUOuoPI+qjq1atZI5VqhQ4bOORkZGnGO3bt0+O489e/YEAFSoUIE5Nm7cGADQokULNkZXVxeGhoYyx4YNG7IxFSpUgK6uLjvOm5ubAwBq1arFxlSvXh1aWloyx6pVqzLHOnXqACjueac8jxUqVGBjGjVqxDn26tULOjo6MDQ0ZMenli1bAgAaNWr0WcfatWuzfUmOHTt25ByrVavGxtSuXVutY8WKFWWOLVu25L7Dvhn/87KoFPA1f1l59uwZ11E4JyeHrl+/zgXDvXnzhusoXFhYSNeuXeNC13x8fLiux0TFXXaVu/WGhobKOgrfu3eP6yicmJgo63r89OlTrltvdna2rFuvi4vLZx29vb25jsLqHENCQtQ6KncUTkhIkHUUfvLkCeeYlZVF9vb2MkfljsLqHL28vNQ6KncUDgkJkXUUdnR05Bzj4+PJ0dFR5qjcrVdyVK54f/36tVpH5dA1Ly8vrqMwUXEnYGXH4OBgWUdhR0dHrltvXFycrOvx48ePOcfMzExZt97Xr19zHYULCgro6tWrnKOnpye9efNG5qjcrff9+/cyx7t373KOsbGxso7Cjx8/5rr1ZmRkyObx1atXXEfhgoICunbtGvcZllKdlUOu7O3tZY7KHYUlR+VuveocnZycOMf09HTZPL58+bJEjsodhYuKimSOQUFBMsc7d+5wjjExMbKOwo8ePeI6Cqenp8s6Cr98+ZLrepyfny9zdHd3V+uo3FE4MDCQ63qszjE6OlrWUVjVMS0tTebo7Oys1lE50MzNzY3relxUVETXr1/nHAMCAriOwkTFV5wqdz2OioqSOT58+JDrKJyamirrevzixQuu63FeXp7M8d27d1zXY8lRueuxv7+/WkflrseRkZGyrscPHjyg0NBQtp2SkiLrevzixQuu63Fubq5aRzc3t086+vn5yRJob926xTlGRETQo0ePPun4pSi1CbZfg6+5WAkPD+feeDk5OdyLSlT8AVF+UQsLC2U/j8XGxsoSCVVf+MTERFk6blhYGHewTk1N5d54kqPyGy87O1vmGBkZKXNUXgR9aUfVtEN1jrGxsf+1Y0xMzGcdExISZI6hoaGcY0pKymcds7Ky1DoqL4I+5qiajqvOUTXBtySOYWFhMkflxaQ6x4KCgq/qqJqErOqYmZlZIkflxSRR8Zfj5xzj4+M/6/jhw4cSOSovJomKD9jKjvn5+Z91LCoq+tuOqinDqo4ZGRlf1VH1MlRVx+Tk5C/mqLzglRyVF2rqHOPi4v62o/KY9PR0bjEpOSof5/Py8riFGlHxcb4kjqrpuOocVb+r1DkqL9TUOebm5pbIUfW7qCSOSUlJn3X8UojTQF+Iq1evsoAvqUDSysqKC/hydnZG1apVWQhZUlISxo0bxwK+nJ2d8f79e1SpUoUL+FqyZAkX8JWUlARjY2P079+fFUju2rVLFvDVrFkzLuDr8uXLXAhZRkYGevTowQK+3Nzc8OLFC1SrVo0FfCUnJ2Ps2LFcCJnk+P333zPHRYsWcQFfiYmJzFEqPty5cycX8JWRkYGmTZtyAV8XL16UBXx1796dC/h69uwZF56VlJSE0aNHcwFfQUFBzFEqPvz111+5gC/JUTnga8eOHVzAV0ZGBju1Jzna2dnJAr66devGBXw9efIEVatW5RxHjhzJBXwFBASgSpUqXMDXggULuICvhIQEGBkZcQFf27Zt4wK+pIAtK6v/P+Dr/PnzsoCvLl26sPAsDw8PODk5oVq1aizg68OHDxgxYgQX8OXn54cqVapwAV/z5s3jAr7i4uKYoxTwtWXLFi7gSwqvkgK+AgMDcfbsWS7gKzMzE506deICvh4+fIhq1arhxx9/xPnz55GcnIxhw4ZxAV++vr7MUSqQnD17Npo1a8YcY2NjUb16dS7ga+PGjVzAV1paGho0aMCFkJ0+fZoFfEkhZObm5lzA1/3792UhZN9//z3atWvHHL28vFClShUu4GvWrFlcwFdMTIzMcf369Szgy9HREampqahfvz4X8HXy5Eku4CsrKwtmZmbo2rUrc3R0dET16tVZwFdKSgoGDx7MBXx5eHigatWqnOOMGTNYwNfTp08RFRXFIgqk7str165FgwYNWAhZWloa6tevj969ezPH48ePo1atWpg6dSpu3LiBzMxMtG/fnoWQeXt7486dOzJHhUKB9u3bY+XKlXjz5g3c3NxQpUoVDB8+nHVfnjZtGhdCFh0djWrVqsHGxoY5rl69Gg0aNMC8efNw//59pKamol69eujduzfrvnz06FHUqlUL06ZNY45t27ZFt27dsGnTJnh7e+PWrVuoXr06fvrpJ1y8eBGpqakYOHAgzMzMsHLlSri6usLNzQ1Vq1bFiBEjcPr0aSQkJGDq1KkwNTXFb7/9hufPnyMyMpJFK0gXZqxcuZIFi96/fx8pKSmoU6cOCxYNDg7G4cOHmaMULNq6dWt0796dXZjh4ODAgkWlCzP69+8PMzMzdtHD27dvOcfExERMnjyZBYs+f/4c4eHhqFq1Khcs+scff3Dhp5Jj37592YUZBw8e5IJFv3n35S++TPoH+Jq/rCgXXeI/xWfK21paWqwzsfSnHPaG/xQkNW7cmLutUqVKLExL+lMOisJ/iqakQlnpT3Vfenp6rMhL+lMO+MF/iqaUw5NK6li5cmVW8Cv9qY4pV64cFyYGgAuT+phjvXr1PusoFSkrO6rOUZUqVVgx7accpeLJj821vr4+K0T7b+ZR9T4fc5QKVT/lqBzepG4e1Tmqm0flECp186ipqSlzrFq1KisC/Zhj+fLluaCujzmq7k/VUUdHR+ao+rzUOSqH/33KUTlIUN1rbWBgIHv/q/qoc1R9D39sHj/nWKFCBS5c7n9xVJ3bLzWPFSpUYIX8n3JUDo0EIPt8qHMsyTyWxLFixYqskP9jjoaGhqzg+GOOurq6ss+6VICs7Kj6Xld93I85SkXyn3JUfb6qr3VJHLW0tP6W43fffceK5D82pkyZMrL3dps2bcjJyel//o4Vp4G+EAcOHGCdkd3d3Sk/P586derEdUa2t7enNm3a0IoVK1hdio2NDdcZ2dXVleuMnJ+fTz///DPr3hweHk7h4eHUuHFjmj17NqtL+f3331ln5ICAANblV+renJGRQfv27aPOnTuz7s15eXnUqVMnrjPytWvXWPfm169fU0FBAVlbW3OOLi4u1KxZM1q0aBFznDRpEtcZOSwsjDlKdSnLly/nOiOnpqaSqakp1xl5z549rHuzp6cn5eXlUceOHbnOyFeuXOE6IxcUFNCAAQO4zsivXr1ijlJdysSJE7nOyKGhodS4cWPWGTknJ4eWLl3KHIOCgiglJYWaN2/OdUbetWsX1xk5NzeXzM3Nuc7Ily9fpnbt2nGO/fv35zojOzs7c52RCwoKaPz48cwxMjKSgoODqXHjxqwzcm5uLi1ZsoTrjPzhwwfmKNV8/PXXX9S1a1fO0czMjOuMfPHiRa4zckFBAfXt25c5JiQk0PPnz7nOyAUFBTRu3DiuM/L79++Zo1TzsXjxYurduzft3LmT3r9/T8nJydSsWTOuM/KOHTu4zsg5OTnUvn175piamkp2dnZcZ+TCwkLq06cP1xn52bNnzFGq+Rg7dizZ2NjQwYMHKSoqigIDA6lx48asM3Jubi79+uuvXGfkxMREatq0Kee4detWrjNydnY2tWvXjuuMfPbsWebo6upKhYWF1LNnTxoxYgRzfPz4MdcZuaCggEaPHs11Rvb395c5LliwgOuMnJCQQE2bNmWdkbOysmjz5s3M0cfHh7Kzs6lt27ZcZ+QzZ85wnZELCwvJysqK64z86NEjatGiBec4cuRIrjOyr68vNW7cmHVGzsvLo3nz5nGO8fHx1LRpU9YZOSsrizZu3Mh1Rs7KyqI2bdpwnZFPnTpF5ubmnGOPHj1YZ+TExER68OAB694s1XwMHz6cOUZHR5OPjw+7mklynDNnDtcZOS4ujpo0aULTp09ndSnr16/nOiNnZmZS69atuc7IJ06cYN2b3717RwUFBWRhYUGjRo1i3Zvv3bvHOiNLjj/88APXGdnLy4s5SnUps2fPZp2RQ0JCKDY2lpo0acI6I2dnZ9O6deuYo5+fH2VlZVHr1q1p4sSJzPHYsWOsM7Lk2L17d64z8t27d6lVq1ase3NhYSENHTqUhgwZQkePHqWYmBjy9PSkJk2a0C+//MLqUmbOnMl1b46JiaEmTZrQzJkzmeOaNWvI0tKStm7dSv7+/l/sO7ak398iFO4zZGdnw8DAgG3n5+dDQ0MD2tr/f/hvTk4O9PX12XZRURHy8/Ohp6f30THqbsvJyYGenh6XDKg6Jjc3Fzo6OtDU1PzoGOH4bR0LCgqgq6v7jzlqampyCdGqYwoLC1FYWPjVHHV1dT85Ji8vD1paWl/EUfXzqM7x74xR56g6Rp2j6hgiQm5u7mfn8f91x6KiIi6t/Gs6/p33Y0FBAYiIc1Qd8zHHL/G5ysvLg7a29ic/+/+045dChMJ9Ia5du8bOzwLFX05LlizBjRs3WMiOk5MTOz9LRNDQ0MCqVatYkygA8PDwYOdnpZCdnTt3svOzABAVFYXffvsNz549YyFgx44dY+dngeJgqIULF3KhdFeuXGHnZ4Hig4Gq46NHj2ShdKtWreJC6dzc3Nj5WVIKC5LOfQLFoUvSuU/J8ejRo1xwXnp6uszx8uXLXChdYWEhFi9ezIXSPXjwQOa4cuVKLpTu3bt3slC6bdu2ccF54eHhsuC8I0eOcKF0aWlpWLhwIRecd+nSJc6xoKAAS5Ys4c7P3r9/XxZK98cff3COb9++xerVq2WOyqF0oaGhrPGj5Hj48GHOMTU1FYsWLeJC6S5evMiF0uXn52PRokWc471797BlyxbO8ffff+dC6d68eSMLztuyZQvnGBISIgulO3ToEBecJzU3VHa0s7PDnj17ZI7KoXSOjo6y4DxVRxcXF1ko3ZYtW7hQuvfv36t1VA6l+/DhAxYuXMiF0kmOUihdfn4+Fi5cyDnevXtXFkq3YsUKLpROneOmTZtYXRhQHPaoGkp34MABzjE5OVnmeP78eS44Ly8vDwsXLuRC6e7cucM5EhFWrFjBhdK9evVKFkq3YcMGLjgvMDAQv//+O+e4f/9+LpQuKSkJixYt4oLzzp07xwXn5ebmYtGiRbhz5w5zvH37tiyUbtmyZZzjy5cvsW7dOpmjciidv78/qwuTHPft28c5JiYmYtGiRVwona2tLRecl5OTg4ULF3LBeTdv3sT27dtljsqhdC9evJAF561fv55z9PPzk4XS7dmzhwvOi4+PZ00VJcfTp0+zujCgeBH266+/csF5Dg4OrC5M2VE5lO7Zs2eyULp169ZxwXk+Pj6yULrdu3dzwXlxcXEyx1OnTnGhdN+cL/Zbzj/I1zwNtGjRInaOrlmzZjRjxgx2nlYK2VEOhatfvz5NmzaN1bZoa2tTr169uMC1GjVq0JQpU1hTOClkZ8qUKSzQqHLlyjRu3DiumVm7du1o2rRprG6gXLly9MMPP1D//v3ZmObNm9P06dPZuUoDAwNSKBSco4mJCU2fPp05SqF0yoFrUiid1BROaoj4888/yxyVm5m1b9+ec5SC85SD6yRH6TytFEqnHFz33zhK51elULopU6awQCMpOE+5mVn79u1p6tSprLZBCqXr27cvG2NqaqrWUTm4rkGDBjR9+nR27lgKpVMOXJOC86Tz1JLjzz//zGqWpOA85WZmZmZmNG3aNJmjcrheixYtOEcplE45uE5ylOoEJEflwDUplE6qh5KC85QdpeA85WZm5ubmNHXqVFZ/IYXSKdd5SY5SI0fJUTm4rmHDhjRjxgxWbyEF56lzlOoNpFC6yZMns7oqKThPCteTHKdNm8bqLyRH5XC9li1byhwHDx7MBdc1atSIpk+fzjn269ePC4WrXbv2Zx2l4DwpXA8oDqVTdpSC85TD9VQdpVA65eC6Ro0ayeaxX79+XCic5CjVREihdJMnT2a1X1JwnhSuJ4XSTZ06ldWISKF0Vkrheq1ataLp06ezOjvJUTm4rnHjxjRjxgxW1yQF5yk71qlTR+bYo0cPmjRpEnOUQumkcD1lR6lGRHK0tLRkj926dWuaPn06q7OTgvOUg+saN25M06dP5xwHDBjAhcJJjlI9jrKjVJ8mOUrhelJwnrKjFJyn3ES1TZs2NG3aNFZnJ4XSKQfXSaeRpLomyVE5FK5u3bo0Y8YM5igF5yk7SsF5LVu2ZI6dO3emKVOmsDoWKZROuYmqckmB8tVgf4dS0cjw/wLKpwCkYCvp50MdHR12m/IYQ0NDdj9tbW3ZGCl8Svr5TltbmwV7SUjBStLPuZqamjAwMICBgQH7aVBXVxcGBgbslwFp/wYGBsxR2r/yqZSPjfmUo5aWFrsf/WfFrqenB0NDQ7WO0s+HkqP0vywAMDQ05PYvzaPyT9clcZTmWtXxc/Mo7V/VUfoVSnn/0lxLjqrvB0NDwxLNo3Q/LS0t9lpL+//Ua63qKP0P6lOOyj9vS2Ok/UtBU597P5ZkHqXnr+r4qddR2r8y0r7+m8+M9ForP5aqo/L7QXmuld+zn5pHVceSfmaUX2t186i8f+XP1cfmUWqWqTxGcpR+TVKex88dn9Q5Kj9faR6luZZea+V5VOf4sXlUdfxv5/FT70dVR+U5Un0/KDtK+//UMVR6Hh879vy3jiV9rdV9ZpTv89+81sqfq08dH/+uo6rX10QsVj5DmzZtcODAASgUCtSsWZOd/+vZsyfrnuzo6Ij27dtDoVCgQYMGICKUL18e7du3R69evWBoaAgXFxfW5bR58+bQ0NDAtm3b2OVhFSpUwPv371GpUiXY2NigXbt20NDQwKFDhzBp0iTW4TkpKQkGBgawtrZGp06doKWlBTs7O1hbW7MOz9K5RWXHu3fvwtzcnHVPLioqQrly5WBubs5SUF+9esU6djZr1gwaGhrsUlWpM3FgYCAqV67MuidraGjg4MGD+Pnnn1n35MTERBgaGsLa2hodO3aElpYWzp8/DxsbG9Y9OTs7G3p6eujduzfrnnz79m3W+bR+/frMsUOHDiwF9eXLlzAxMWHdkzU0NLB582aYmJgwR+nSYakzsYaGBg4cOICpU6ey7skJCQkwNDSEQqFgjufOncOgQYM4R319feaoo6ODW7duoVOnTqx7clFREcqUKYOOHTsyR2dnZzRs2JB1/dXQ0MCmTZvQsGFD1j3Zz8+PXeIoOe7fvx/Tp09njvHx8cyxQ4cO0NLSwtmzZzFkyBDWPTkrKwt6enro06cPc7x58yY6d+7MOhMXFhaibNmyLAXYwMAAL168QKNGjTjHatWqoVGjRszR19eXXSraunVraGhoYN++fZg5cybrnhwbGytztLW1xdChQ1ln4szMTOjp6aFv376se7KDgwO6du3KOZYpUwadO3dmabLPnz9H48aNmSNQnAzapEkT1j3Zx8eHzaPkuHfvXsyePZt1Jo6JiWFdbzt06ABNTU2cPn0aw4YN+6TjjRs30K1bN9Y9WXKUUlf19fXx9OlTNGnShDkSEapWrYqmTZuyzsTe3t4wMjJi3ZM1NDSwZ88ezJkzhzlGR0ezzszm5ubQ1NTEqVOnMHz4cNY9OSMjA3p6eujXrx+6du0KHR0d2Nvbs47rdevWRUFBAcqUKYOuXbuy7slPnjxh3cwbN24MIkLlypXRvHlz5ujp6ckcW7ZsCQ0NDezevRvz589n3ZOjoqJY12PJ8eTJkxgxYgRzTE9Ph56eHvr37886PF+/fh2Wlpase3JBQQEMDAzQrVs35vj48WM0b94cCoWCczQ1NWXdkz08PFgXbslx165dWLBgAXOMjIxkjmZmZtDU1MSJEycwevRo1uE5LS1N5njt2jX07NmTdU/Oz89nCbdS92QnJye0aNGCdXgmIlSqVAktWrRAnz59UKZMGbi7u7Mu3C1atICGhgZ27tyJhQsXsu7J4eHhrMNx+/btoampiePHj2Ps2LGse3Jqair09fUxYMAAdOnSBdra2rhy5Qp69+7Nuifn5+fDwMAAlpaWrHvyw4cP0apVK9Y9mYjw3XffoVWrVqx78rt371gXbql78s6dO7F48WL069cPFStWRFhYGOvMLDkeO3YM48aNw4ABA1CtWrVv/2X8P/1+U0r4mqeBEhISuEAjIpIFXCUnJ8vCq1THpKWlyQKN4uLiuJCd7OxsWaBRfHw89zNbQUGBLHRJnaNqmFlycjIXFqRuTEkcs7KyZI5xcXEyR9XQpYSEBC7Q6Es6xsbGyhxV3wuqz6MkjkVFRX/LMTU1VRa69Hcc8/PzZcFQ39IxMzPzqzkmJSVxAYD/i6Nygqc6x7y8PJljfHy8zFH1M1sSx5SUlC/mqBr2+HcdVcekpKTIghRVx2RkZMiCFEvqqPzZ/6cdc3NzZUGKJXFMTEz8W46q74ev7fi54/yHDx9k30WqY9LT02UhhaqOOTk5n3X8UohQuC9EcHAwjIyMWDBUcnIyfvnlFxa65OLiguTkZNSqVYuFLsXFxWHr1q1cMFR2djaaNGkChULBipTOnTvHBUPl5uaia9euXDDU48ePuWCojIwMjBgxgoUueXl5ISAgAEZGRix0KTk5GQsWLOCCoRITE1GzZk0MHz6cOW7evJkLXcrKykLjxo25YKgzZ85wwVB5eXno0qULC116//49nJycuGCojIwM/PDDD1wwlL+/P4yMjPDTTz8xx3nz5rFgKFdXVyQkJMDY2JgFQ8XHx2PTpk0wNTXlHKVfBA4dOoSoqCicPn2aC4bKy8tDx44duWCohw8fcsFQGRkZGDp0KAuG8vHxga+vL3O8ePEiPnz4gDlz5nDBUJKjFLoUHx+PDRs2cMFQWVlZ7JcVqfD45MmTXDBUbm4uOnTowIKhQkJCcP/+fS4YKisrC4MHD+aCoby8vFgw1KVLl/DhwwfMmjWLC4aKi4vjHBMSErB27VouGCozMxMNGjTggqGOHz/OBUPl5ubC3NycC4ZydHTkgqGysrJgY2OD7t27s8Jj6X/pyo4zZsyAubk5KzyOjY1FjRo1MHLkSJw5cwYJCQlYs2YNc3zx4gUyMjJgYmKCwYMHM8ejR4+iUaNGWLBgAR4+fIi8vDy0a9cOffv2ZYXHd+7ckTkqFApYWFiwwmMPDw/UqFEDEyZMwOXLl5GSkoJp06Yxx3fv3iEmJgY1atTAqFGjmOOqVavQsmVLLFu2DM7OzsjIyED9+vUxePBgHDlyBNHR0Th8+DAaN27MHHNzc9G2bVv069ePFR7funULderUwYwZM3Dr1i1kZ2djwIABsLS0ZIXHbm5uXNhjSkoKpkyZwgVSRkVFwcjIiAVSJiYm4o8//uACKdPT01GvXj0WSBkTE4MDBw5wgZR5eXlo3bo1F0jp4ODABVJmZ2ejf//+XCDlu3fvOMfU1FRMnjyZC6SMjIyEkZERC6RMSkrCihUruEDK9PR01K1blwVSxsTEYN++fVwgZW5uLlq1asUCKcPCwmBvb8855uTkoE+fPiyQ0t/fH66urlwgZWpqKiZOnMgc3d3dERERgRo1amDMmDE4e/Ys626vHEiZmprKHI8dO4bY2Fjs3buXC6TMzc1Fy5YtuUDKq1evcoGU2dnZ6NWrFxdI+fr1ay7sMTU1FePHj+cCKcPCwlC9enUWSJmYmIilS5dygZSpqamoXbs2C6SMi4vD7t27uUDK3NxcmJqacoGUly9f5gIpc3Nz0bNnTy6Q8uXLl7JAym/KF18m/QN8y1A41ZA0ALKAJ3V/qgFL+E9RlvK2angQAFlYj1Tc+qn9f0lH1TCzkjhKxa2feuySOKqGlH3seaiOU+codYv91DyWxFE1cEydo7p5/DuOqttfex5V/1QDt/4tjqqv7d91LMlr/TUdVe+nGiKpbv+qn9f/xVH1c6z6OS+NjqVxHlX3p24eVY8HJXFU/f4oqaO649PfcTQwMKCVK1fKfln8bxGhcF+IJ0+esIr1vXv3UmBgII0cOZK1Ub99+za5u7tTmTJlqEePHrRt2zby8fFhrdonTZpEV69epaCgIKpatSp16tSJ1q5dS+7u7rRx40ZWDX7u3DkWZta6dWsWMHf69GkqU6YMDR06lI4dO0bv37+n7t27U5MmTWjhwoXk5OREDx48IH19fRYwFxgYSMOHD2eOd+7cITc3NzI0NGQBc76+vjR37lyqXr06C5gLCgqiKlWqsBA8Dw8PWr9+PX333Xc0duxY5tiwYUNWDf7q1Ss6efIkq1g/fvw4BQcHU9euXbkQvHv37rE26vv376fAwEAaNmwY1a1blwXMvXv3jnP08/Oj2bNnszbq165do8DAQKpcuTILmPPw8KC1a9cyx/Pnz1NoaCg1aNCA2rZtyyrWjx8/ztqonzhxgoKDg6lLly7UtGlTFjB39+5dzjEoKIiGDh3K2qjfvXuXXF1dycDAgAXM+fr60syZM5nj9evXKSAggCpVqkRdunRhIXirV6+mSpUqsRC80NBQMjEx4ULwjh49yjmGhIRQp06dWMDckydP6Pbt2+wqtAMHDlBgYCANGTKEOTo6OtKbN2/IwMCAevXqRTt27CA/Pz+aPn06uwpNcvzuu++4ELw///yTOdrZ2VFoaCjVq1ePBcy5uLjQoUOH2FVoJ0+epODgYOrQoQMXgnfz5k3S19cnhUJBBw4coKCgIBo0aBDVr1+fheC5uLgwx507d5Kfnx9NnTqVOdrb25O/vz9VrFiRBcx5eXnR77//zq5Cu3DhAoWEhFDdunW5ELwDBw5QuXLlaPjw4XTy5EkKCQkhMzMzLgTvxo0bzPHgwYMUFBRECoWCOd67d49ev35N+vr6LGDO39+ffv75Z3YV2o0bN8jPz48qVKjAOa5YsYIqV65MP/30E3OsXbs2F4K3f/9+5njq1CkKCQmhdu3akampKQvBu379OrsK7dChQ/T+/XsaOHAgmZiYsIC5ly9fco5+fn40efJkMjY2pmnTpnGOyiF4y5YtY1fKXbx4kUJCQqhWrVpkZmbGQvD27t3LrkI7ffo0hYaGUtu2bbkQvKtXr3KOQUFBNGDAAGrQoAHNnz+f7t+/T87OzqSvr88C5vz9/WnixInsSjkHBwfy9fWl8uXLU/fu3Znjb7/9xq6Uu3TpEoWEhFDNmjW5ELzdu3dzjiEhIdS6dWsWMPf8+XO6cuUKGRgYsIC59+/fU79+/ZjjgwcP6MWLF6Svr099+/alXbt2UUBAAI0fP55q1qzJAua8vb2pXLlyLATP29ubFi9ezK5Cu3TpEgUHB1ONGjW4gLm//vqLXYV25swZCg0NpZYtW1LLli1ZCN6lS5fYVWhHjhyh9+/fU58+fahhw4YsYO7Zs2fMcffu3eTv70/jxo2jWrVq0YwZM+jmzZvk5eVF5cqVYwFzPj4+tHDhQuZ4+fJlCg4OJiMjI+rQoQNz3LFjB1WoUIEFzIWGhpKpqSkLwXN2dqYLFy5wjqr95/4uYrHyhYiMjJSdg/T39+fO78XFxcnO7wUEBHDn9z58+CA7d/j+/XvuHGRWVpas6VRoaCh3DrKgoIDrXkxU3OBK9RykOkfVZm6qjsnJybLzpEFBQZxjZmamrCleSEjIF3GMjY39Yo6qzdz+jmNRUdHfdlStK1J1zMjI+Kxjfn4+12FZclSu2VHnGBMTI6srUnVMSkpS66hcI5GRkSFrOBcSEsLVw6hzDA8P/2KOqnVFqo7p6ekyx+DgYM4xLy+P67D8MceAgACZo+oxRXVMYmJiiRxVG879XUfVeYyOjv5bjoGBgZxjWlraZx1zc3O5DsuSo/L/rNXNozpH1eeRkJAgqysqqaNyrYk6x7CwMJmjunlUrStS56has6PqmJqaynWBJio+zis75uTkcF2gS+oYFRX1Wcf4+PjPOqakpMgWGqqO2dnZsiaNYWFhspqdL4GoWflCFBQU4OjRoyxwDQBcXV1ZTQFQfPnX4cOHWSgcANZgUAoKMzQ0xIkTJ7jAtcjISHZ+FCi+ZO/y5ctcmFlKSgpOnjzJAte0tLTw8OFDLnBNcpTCzIDi0C/loDBdXV0cOnSIC1zz8/PjHMuUKYMTJ05wYWZSbY0UFGZgYICLFy/KHE+dOsWCwrS0tPDgwQMucC0/P1/m6OLiws7XS46HDx/mwsx8fX1x5coVbh6PHz/OOUZEROD8+fOc44ULF7jAteTkZLWOymFmeXl5OHbsGAsz09DQwOvXrzlHbW1tHDlyhAsz8/HxwdWrV1mYmYGBAY4dO8YFroWHh8POzk7mqBxmlpSUhNOnTzNHbW1tODo6co65ubk4duwYCwrT0NDAq1evuKAwbW1tHD58mHP09vbGtWvXmKM0j8phZqGhoaypoOR4/vx5zjExMRGnT59mYWaSo3KYWU5OjlpH5aAwLS0tHD58mAtc8/LyYg0kpf0fPXpU5mhnZ8dCuAwNDXH+/HkuzEzVUUdHB3fu3OHCzLKzs3H8+HHO8cWLF5yjpqamzNHT01Oto3KYWXBwsMzx7NmzXJhZQkICzpw5w8LMdHR0cPv2bc4xKysLJ06cYGFmkuPdu3dljlKYGVAcQKnqeOzYMS7MLDg4GBcuXOAcbW1tOcf4+HjY2toyR11dXdy8eZMLXMvMzMTx48c5x2fPnnFhZhoaGjhy5AgLM5MclcPMDAwMcOTIEc7x/fv3rHZM2VE5cC02NhZnzpxhYWa6urpwcHCQOZ44cYIFrmloaOD58+esTlDi8OHDnKO7uzvs7e2Zo76+Po4cOcIFrgUFBeHixYsscK1MmTI4c+aMzNHW1pZztLe35wLX0tPTceLECRa4Js3jvXv3OMcjR44gKCiIbbu5uXGO0jwqOwYGBuLSpUssoLRMmTI4deoUFwoXExMDW1tbJCQkACj+Trt+/TqePn3KHNPS0jjHb42I2/8MJ0+exKxZs5CZmYnmzZvDysoKnp6eePLkCbustVatWrh69Sri4uJQv3599O/fH0FBQbh37x50dHRgYWGBJk2a4M6dOwgODoaxsTEUCgXi4uJw/fp1aGpqonPnzmjTpg0eP34MLy8vVK5cGQMHDgQRwdbWFkSE9u3bo3Pnznj16hVcXFxQvnx59OvXDxUqVMDZs2eRlZXFHD08PPD06VMYGBigd+/eMDY2xtWrVxEfHw8TExP0798fgYGBzNHS0hKNGzfG7du3ERISwhxjY2Nhb28PTU1NdOnSBW3atMGjR4/g7e2NKlWqYODAgSgqKuIcO3XqhFevXuHNmzcoX748+vfvj3LlyuHs2bPIzs6GqakpevToodbxypUrSEhIQIMGDdC3b18EBgbi/v370NHRQY8ePdCoUSPcunULoaGhqFmzJhQKBaKjo3Hjxg3m2Lp1azg5OTFHa2trFBQU4OzZsyAimJmZoVOnTnj58uVHHVu0aAFLS0vWDdrQ0JA5Xrp0CYmJiWjQoAH69euHgIAA3L9/H7q6uujRowcaNGiA27dvIzQ0FLVq1YJCoUBkZCQcHBygqamJrl27olWrVnj06BG79HbgwIHIz8/H2bNnAQDm5ubo2LEjnJ2d4erqigoVKqB///4oW7YsbG1tkZOTo9axT58+MDIywqVLl5CUlMQul1Z1bNiwIW7evImwsDDmGBERgZs3b0JLSwtdu3ZFy5Yt8fDhQ/j6+qJq1aqwtrZGXl6ezPHFixd4+/YtKlSogAEDBrADtlRsaGlpiXfv3uH58+ec48WLF5GcnIxGjRqhT58+8Pf3x4MHD6CrqwsrKys0aNAADg4OCA8PR+3ataFQKBAWFoZbt26pdaxWrRqsra2Rk5ODc+fOAQA6dOiADh06sHmsWLEi+vfvD0NDQ5w5cwZ5eXlo1aoVunfvjnfv3uHFixcoU6YM+vTpg+rVq7MvdMnRz88PDx8+ZI4mJia4ceMGIiMjmWNoaChu374NLS0tdOvWDS1atMD9+/fh7+/PHLOzs3H+/HloaGigQ4cOMDMzw4sXL/Du3TtUrFgRAwYMgIGBAU6fPo38/Hy0atUKFhYWePv2LedYrVo11sm4cePG6NOnD3x9ffHw4UPo6enBysoK9evXZ4516tTBwIEDERYWxhy7d+8OU1NT3Lt3DwEBAaxDdGZmJuzs7Jijubk5nj17Bjc3N+aor6+PM2fOID8/n3UJdnV1hbOzM8qUKYO+ffuiatWqsLOzQ2pqKho3bozevXvD19cXjx49gp6eHnr27Il69erB3t4eUVFRqFOnDqytrbl5/Jhjeno6Ll68CA0NDXTs2BFmZmbM8bvvvsOAAQOgp6eH06dPo6CgAK1bt0a3bt3w9u1bODs7o2zZsujbty8qV64MOzs7pKWloUmTJujduzd8fHw4x7p168Le3h7R0dGoW7cuBg4ciJCQENy5cwfa2tro3r07mjdvDkdHRwQGBsLIyAjW1tZIS0tjjp06dUK7du3w7NkzuLu7o1KlShgwYAC0tbVha2uLgoICtGnTBt26dcObN2/w8uVLzvH8+fNIT09H06ZN0atXL3h7e8PJyYlFVdSpUwfXr19HTEwM6tWrhwEDBnCOFhYWaNq0KRwdHREUFAQjIyMoFAp8+PABly9fZo7t27fHkydP4OHhwTmeOXMGhYWFaNu2LWxsbFj3bOW2AP8tJf3+FjkrnyE4OJhbRVepUoX9bywnJwfu7u5ISUlh//MODw+Hh4cH+99xfn4+PD09kZ+fz1a2MTExcHd3Z9tFRUXw9vaGtrY2W9kmJSXB3d2dCyHz8/NDuXLluMh46Q0v/c9XcpT+p5OdnQ03NzckJyczx7CwMLWOeXl57BeMTzlKvwQlJibC3d2de6P6+fmhbNmyMseKFSuyVXxQUBAqV67MObq7uyM5OZn9jzE0NFTm6OHhgdzcXOYYHR0Nd3d39j8vyVFLS0vmqBxc9ClHaR4DAwNRqdL/x95bxkd1du3bZ5C44B7cggeCx11mSnEoFKcUl9JSgjvF3bVIcHcnAYITVyAQJ0Lck1nvhzx7PXPNDCXtDb37f95evx8fku5mjqw9M9mzr7WOswoz5ubmwt/fH6mpqfxJR6qjdNersLAQ/v7+yM/PZ8a4uDj+/yTGoKAglCtXjhmTk5Ph7+8vPO9CQ0Ohr6/PdwcyMjLg7+8PExMTrqPEKH1izM3NhZ+fH/uApDoGBgZyXENhYSECAgI0Mko8JSUlCAwMhJaWFnNLjMqfbUJDQ2FgYCAw+vn5wdjYWPhUp8ooPZZ01y0qKgoBAQECo7+/P3Jzc/lOUGxsLPz9/fnTaUlJCYKCggTGpKQk+Pn5cX2U6yid6/T0dPj7+8PIyIgZIyIi2NEBlH4S9/PzQ506dQTGwMBAPkaqY25uLn+qjY2NhZ+fH7+GJUYAfLcqKSkJ/v7+/DwjIoSEhEBXV5fvYEiMBgYGf8jo7++P2rVr852Yt2/fIiAggI8pKChAQEAAcnJy+C5LbGwsAgIChDpKn8Kl19GHDx/g7+/PP1di1NPT+0PG8PBwVKpUSY2xVq1a/OlctY4FBQXw9/dHdna2UEfVc/0pRun8SIw6OjrMmJaWBn9/f0FkGRERITBmZ2fDz88PNWvWZEapjtJzVqpjdnY2302PiYlBQEAAP/eLi4sRGBgIhULBjImJifx+IDEGBwdDW1ubf7ePHz/C398furq6Qh1NTEyEiBV/f3/UqFGDGd+8eYMaNWoIEQL+/v7IzMxkRulvkTJjQEAASkpK+E6QxCj9bVCuo/Q8lhiVxaLh4eGoX78+TE1N0aRJE1SpUgVfff3nO07//fU1e1bevXtHo0aNojNnznDvyqZNm2jJkiXk5+dHCoWC0tPTacSIEZx8SUR0+PBhmjNnDj1+/JhKSkqooKCAxo4dS3v37uXelatXrwrJlwqFgqZNm0Zbt27l3pVnz57RhAkT6OrVq7xfuGDBAiH5MioqikaPHk1nz55lxo0bN3Ijr0KhoLS0NBoxYgQdPXqU+2sOHTqkkXHfvn3MeOXKFfrpp5/o3r17VFRURAqFgqZMmSIwPn36lBt5Jcb58+fT2rVrKSIigohK95ZVGdevXy8wfvz4kUaOHMlp1kREBw8eFNKs8/PzacyYMbRv3z7uXbl06ZKQZi0xSmnWRESPHz9mRqkvZN68eQLjmzdvhDRrIqK1a9dys7FCoaCUlBQaMWKEwLh//35BPZ2Xl0ejR4/mNGsiogsXLgiMJSUlNHnyZNq+fTszPnr0SEizJiKaM2cOrVu3jvtrIiMjudlYYlyzZg038ioUCkpOTqYRI0ZwmjUR0b59+zQyHjhwgBnPnz8vpFmXlJTQxIkTOXGbiOjhw4fcbCwxenp6cuI2EXEjqpS4TUS0evVqgTEpKYlGjhzJadZERHv37uVm45KSEsrNzaVRo0Zx4jYR0blz57jZWJlRSrMmIvLx8eFmY6nnYvbs2Zy4TUQUFhYmpFkTEa1atYqbjSXPxYgRIwTGPXv2cLNxSUkJ5eTk0KhRozjNmojozJkzQuJ2SUkJTZgwQWD09vYW0qyJiH799VdO3CYiCgkJUWP87bffuJFX8teMHDmSE7eJiHbt2sXNxgqFQiPj6dOnhTTr4uJiGj9+PCduExHdu3dPjXHWrFmcZk1EFBwcLKRZExGtWLGCE7cVCgUlJCQwo/QevXPnTm7kVSgUlJ2dTSNHjuQ0ayKikydPamSU0qyJiO7evSukWROVRqQoMwYGBnKzsdQXsnz5ck6zVigUFB8fTyNHjuQ0ayKiHTt20KJFi5gxKyuLRo4cyWnWREQnTpwQ0qyLi4vpxx9/FBjv3LkjpFkrFAqaOXMmp1kTEQUEBAiJ20REy5Yto1WrVjFjXFwcjRw5ktOsiYi2bdvGzcafYjx+/LiQZl1UVETjxo3jNGsiolu3bmlklNKsiYj8/PyENOsvtf5NXf5CS1P6ZUFBgXCVWVJSAiIS7oKoHkNEKCwsFL6neoym72lKtVU9piyM0hX5v4z/Mv6/xFhUVCSo8f9uRi0tLSG+QPUYTanbX5KxYsWKf3iMptTtv5OxLMf8X2HUlBb9/3fGL7H+TV3+QqukpAQWFhYsFMrOzsbx48dZ1iPdvndycmJZT1paGh48eCAIhYgIw4YNQ58+fTgl9M2bNzAzM2OhUHFxMX7++WdBKJSeno7WrVuzUCg/Px/r1q1jWU9ERARKSkrQqVMnlvVkZ2fDy8tLEAppaWnB0dERQ4YMYUZvb29BKEREGDp0KAuFkpKSEBkZiVatWrFQqLi4GDNnzoS7uzunhKalpaF169aCUGjNmjWCUKi4uBidOnXCmDFjWCh05MgRdO/eHcuXL2dGBwcHDBkyhFNC7927B3Nzc04yJSJ899136Nu3L6eEhoeHo1WrVvj555+5aW369OkC48ePH9GqVStMnjyZGVetWgV7e3tOMi0qKoK5uTnGjBnDzX+HDh1Cjx49OMkUAOzs7DB06FBmvH37NszNzTnJlIgwaNAggTE0NBStWrUSkkynTZsGDw8PlgSmpKQwo9T8t3LlSjg4OGD9+vV4/fo1CgsLYW5ujrFjxzLjwYMH0aNHD6xYsYK3HWxsbFhkmJGRgZs3bwoiQyLCgAEDWGSYnJyMkJAQZpQa66ZMmSKIDJOTk9GqVStBZLh8+XJBZFhQUIAOHTqwyDA3Nxf79+8XRIZEBGtraxYZZmRk4MaNG4LIkIjQr18/FhkmJycjKCiIJYES46RJkwSRYVJSEjNKIsOlS5cKIsP8/Hx06NCBRYa5ubnYu3evIDIkIlhaWrLIMCMjA9euXRNEhkSEPn36sMgwJSUFAQEBgsiwpKQEEyZMEESGiYmJaNWqlSAyXLJkiSAyzMvLQ7t27VhkmJubiz179ggiQwDo2bMniwwzMzNx5coVQWQIAL1792ZJYEpKCvz8/ASRYUlJCcaPHy+IDBMSEtCqVSsWGRYWFmLRokWCyDAvLw9t27ZlkWFeXh527drFkkCpob9Hjx4sCczMzMTFixcFkSEA9OrVCwMHDuQE9ZcvXwqSwJKSEowbN04QGcbFxTGj1NC/YMEClgRGRUUhNzcXbdu2ZUlgXl4eduzYIYgMFQoFunfvjhEjRjDjhQsXBEmglpYWZDIZiwxTU1Px/PlztG3bVmAcO3YsSwITEhIQGxuLVq1asSSwqKgI8+bNE0SGOTk5aNu2LcaPH8+M27ZtY5FhWFgYFAoFunXrxiLDrKwsnDt3Dl26dBEYPTw8WBKYmpqKp0+fCiLDkpISjB49WmCMjo5Gq1atMGPGDGacM2cOiwzfv3+P7OxstGnThkWGynlvf8v6Yvdy/ovra24DyeVyQb5ToUIFNRmPoaGhIBEqV66c2jEGBgbC97S0tNREVHp6emr/n66uriCj0tHR0fizlR+/YsWKnz3mrzLq6+t/NcYvVceyMOrq6mqU8v3ZOpYvX/6zx2hpaWl8rL/KqHyMtrb238qoo6PzL6PKc1b1+fjfZNT0/qTpNfNXGDW9P/2djKrHSI/3OUY9Pb3/ah01yfU+x1iW99BP/S36q3X8s4z6+vr03Xffqek2/uz6N3X5Cy1Jx1xQUACZTAYnJydERkZi/vz56Nq1KwdWLV68GG/fvoW7uztcXV2RkZGBSZMmoUOHDhwGtX37djx8+BDOzs6Qy+UoX748RowYwYr77t2748yZMzh16hQcHBwgl8tRo0YNDB8+nMMDbWxs8ODBA2zduhVWVlYcWDVhwgQUFxdDJpPBwcEBkZGRWLBgAbp168aBVQsXLsS7d+/g7u4ONzc31smbm5tDJpOhY8eO2LZtG3x9feHi4gK5XA4tLS2MHDmSA+W6d++OU6dO4fTp0wLjsGHDOFDO2toaPj4+/MlALpejcePGmDBhAkpKSpgxPDwcixYt4tC91q1bY8GCBYiOjmbG1NRUTJkyhbvPO3bsiC1btuDx48fMCACjRo3iQLmuXbvi5MmTOHfuHDNWr14d33//PQfzWVtb4/79+9ixYweHrDVp0gTjxo0DAGYMDQ3F4sWL0b17d8jlcrRq1Qrz5s1DbGwsMyYnJ2PatGno2LEjBxNu2bIFT58+ZUaFQoFRo0ahZcuWkMvl6NatG44fP47z58/D0dERMpkM1apVw/fff8+BctbW1rh79y527twJGxsbDngcN24cf8pzcHBASEgIli5dyoxmZmaYM2cOEhIS+PmYlJTEEQxSCOWmTZvw7NkzuLq6QiaT8ScuKfSua9euOHbsGC5cuABHR0fI5XJUqVIFw4YNY0YrKyvcuXMHe/bsYcaGDRvihx9+QPny5ZkxMDAQy5cvFxg9PT2RmJgIDw8PuLi4IDExET/99BM6derEddywYQNevHgBV1dXyOVyFBYWYsyYMWjdujWHUB49ehSXL19mxkqVKmHYsGEcemdlZYWbN29i3759sLW15fDEsWPHomLFipDJZLC3t0dAQABWrFiBHj16MOOsWbOQnJwMd3d3uLi4ICEhATNnzoSFhQWHJ65fvx6vXr3iOiozyuVydOnSBUeOHMGVK1fg5OQEmUwGExMTDBs2jAPlLC0tcePGDezfvx+2traQy+Vo0KABRo8eDR0dHWb08/PDb7/9hp49e3J44qxZs5CSksJ1jIuLw88//ywwrl27FgEBAXB1dYWHhwcKCgowduxYDubr0qULfv/9d1y7dg1OTk6Qy+UwNjbG999/D1NTU2a8fv06Dhw4ADs7O8jlctSvXx+jRo2Cnp4eZDIZ7Ozs8PLlS6xevZpDIFu2bImZM2ciLS0NHh4ecHZ2RmxsLH755RcOLm3fvj1WrVqFoKAgZszPz8cPP/yAtm3bcjDhwYMHcfPmTWY0NDTEsGHDUL9+fcjlcvTs2RPXrl3D77//Djs7Ow4mHDVqFPT19SGXy2FnZ4cXL15gzZo1Qh1nzJiBjIwMZoyOjsavv/6KLl26cHjiqlWrEBwcDDc3N56Y+vHHH5mxc+fO2L9/P27dugVnZ2fIZDIYGBhg2LBhaNiwITNevnwZhw8f5jrWq1cPI0eO5MBNW1tbPH/+HOvWrYOlpSWHUE6fPh1ZWVnM+O7dO8yePZsZ27VrhxUrViAsLAxubm5wd3dHdnY2xo8fzwGHFhYW2Lt3L+7cucN/i/T09DBs2DAOsu3ZsycuXbqEI0eOwN7eHnK5HHXq1MHIkSM5KFIul3MQ5d+y/qNLon/I+pp3VjIyMri5U1p+fn6CmKywsJB8fHwE6VdoaKggT1MoFOTt7S1Iv6KiotTEZA8fPhTEZAkJCdzcKa2nT58KYrKMjAxunPyzjMpiMoVCQffv3xcY3759WyZGqXHyU4zp6enclCitV69eCWKygoICNcaQkBA1RtU6vn37Vk1M9uDBA0GoFR8fz02J0nry5IkgJktLSysTo9TwJ63g4GBBTCbVUVmo9ebNm88yxsXFlYnx+fPnAuPLly8F6Vd+fv5fYnz9+rWamEwTo9Q4Ka3Hjx8Lr72PHz9yc+efYQwKChKkX3+GUbnhLzY29rOMqamp3DipzKgsJsvLy+PGyU8xlpSUqDFGRkaqiclUGWNiYrhx8o8YpcZJab148UJgzM3N1cioLCYrKSkhb29vQfoVGRmpJibz8fFRYwwNDVVjVBaTpaSkaGRUFpPl5ORwc6e0AgMD1Rjv378vMEZERHyWMTo6Wo3R19dXYExOTqZXr14Jxzx//lyN0dfXV2AMCAgQ5GnFxcVqjOHh4WryNG9vb0Ge9v79ewoLCxOOefTokcCYlJTEAxufYszOziZfX1/hta+JUfVcl5VRGthQZlQWompi/BLrXyncF1q6uroIDQ3lUTOgdEwsKCiIR/sqVKiAd+/e8agZ8L/jdtK+npaWFhITExEVFcUjauXKlUNAQACPZwKlY2KRkZF8jK6uLgICAngcDigVCIWGhvL4o66uLkJCQtQYg4ODBcaoqKjPMn748IGlaMqM0ugjUDpWrcyoo6ODgIAAHocDSpumpH1WiTE4OPgPGStWrIioqCgeBf4UY0JCgsCopaWlxqhaRx0dHR4zV66jMqOenh6Cg4N5ZA8oHasODg7mhtCKFSvi7du3n61jWRhTU1Px+vXrv1RHacz4U4xv3rwR6iiNViqLuhISEngMX5lROaAsJSVFYNTW1kZAQACPtH+KMSgoSKhjbm7uX2KMj48XGIFSMdufZczIyFA7159j1NbWRmRkJI89A6VNjkFBQcxYrlw5xMfH8wiptFTrmJycrJFRGh+XGMPDw4U6BgYGCuc6NzcXISEhf8hYWFioxhgbGyswEhGPXiszvnnzhhkrVKigxpienv5ZxpycHIFRR0cHERERPEKrzCiNHn+KMTAwUI1RWSfxKcaIiAg1RmnEXZlReg/V0dFBeHj4ZxljYmJ4pPmP6lhWRukYPT09BAQECIzZ2dnC+7wmxoKCAjXG6OhoQdymUCgQGBjI48lA6Qi9MmP58uU/yyjVURrD/7vXv9NAn1lXrlzBrFmzEBQUhM6dO8PBwQEZGRnYvn07i7qaNGmCu3fvwtfXF23btoWrqysKCwuxefNm6OrqwsnJCW3atMHz589x/fp1TuQtV64cduzYgaKiItja2sLCwgJhYWE4c+YMC6aMjY25ubBnz56wtLRETEwMDh06xKIuSaYWFhaGLl26wN7eHunp6dixYwdLsJo0aYJbt27hyZMnnApaUFCATZs2QU9PjxmfPn2KmzdvcrIxAOzYsQPFxcWws7ODhYUFW2U1MVpaWqJnz57MKEmwatWqhTNnziA8PJwZ09LSsHPnTmZs3Lgxbt26hadPn3K6an5+PjZv3swysdatW+PJkye4deuWwLh9+3aUlJTA3t4enTp1Yqts/fr1IZPJYGRkhAMHDiAlJeUPGU+fPo3IyEhmTE1Nxa5du1iC1bhxY9y4cQPPnj0TGDdt2sQSrFatWuHx48e4ffs2b58pFAps374dRAQ7Ozt06tSJrbLKjPv370dqaiqsrKzQo0cPvH//HkeOHGEJVs2aNXHy5Em8efMGXbp0gZ2dHVJTU7F7926WYDVs2BDXr1/Hixcv0L59e7i4uCAvLw+bN28WGH19fXHnzh1OA1coFNi2bRsAwN7eHh07dkRQUBDOnz+PBg0aQCaTwdDQEHv37kVaWhozvnv3DkePHmUJVvXq1XHq1Cm8efMGXbt2hZ2dHVJSUj7J2KFDBzg7OzOjJMEyMzPDo0ePcPfuXd7iKy4uxrZt26ClpcWMgYGBnL4rl8uhr6+PvXv3IiMjgxmjoqIERkmm9vbtW3Tr1g22trZITk7Gnj17WILVsGFDXL16FS9fvkSHDh3g4uKC3NxcNcaHDx/i3r17aNmyJWQyGTOWK1cO9vb2MDc3R0BAAC5evIiGDRvy1sDu3buRmZkJa2trdOvWDVFRUfDy8mJRlyRTi4qK+iRjgwYNcOXKFfj5+cHc3BzOzs7MaGRkBGdnZ7Rs2RI+Pj7w9vaGmZkZSxK3bt2K8uXLw8HBAebm5vDz88OlS5fQqFEjyGQy6OnpYffu3cjKymLGt2/f4tixY6hduzZkMhmLyt6/f4/u3bvDxsYGSUlJ2Lt3L6pUqQJ3d3fUr18fly9fhr+/Pzp27AgnJyfk5ORgy5YtMDIygouLC1q0aAFvb2/4+PgIjFu2bEGFChXg4OCADh06wM/PD5cvX+btCl1dXezatQvZ2dmwsbFBt27d8Pr1axw/fhx16tSBh4cHqlatCi8vL8TExKB79+6wtrbGhw8fsG/fPpZvmpqa4tKlSwgICCgTY6tWreDh4YGioiJs2bIFFStWhIODA9q3b49Xr17hypUraNy4MWQyGXR0dLBr1y7k5ubCxsYGXbp0wevXr3HixAmWb1apUgVHjx5FbGwsMyYmJmL//v0C48WLFxEYGIhOnTrB0dER2dnZ2Lp1KwtCmzdvjnv37uHhw4do1aoV3N3dUVxcjM2bN0NbWxuOjo5o164dXr58iatXr6Jx48aQy+XQ1tbGzp07kZeXx4yRkZE4efKkwHj48GHEx8fzVqlMJoOZmdl/NCFU5r/fX/R+zn9pfc1toPHjx1PVqlW5qahmzZrC1+XKlaP69esLCa1VqlShqlWrCs1I9evXJxMTE/7axMSEqlatKqRdmpqaUuXKlYWGplq1agkJmHXq1KEqVarw1xUrVqR69eoJaZ+aGE1NTYVEzqpVq/4lxvr16wuM+vr6VKtWLSHttG7dugKjtrb2ZxnLly9P9evX/8uMyk22qnUsK2PdunUFxlq1an2WsVq1asIxn2KsUqWKwKipjjVr1iwTo3L6qaY6qp5rVUYtLS01xkqVKqkxmpqaUqVKlYTGvJo1awqJwfXq1ftsHb8UY+XKlT9bx7Iw6ujoqNVR07n+UnWsX7++UEdDQ0OqUaPGn2asXbu28PgVKlRQY6xevbpGRuX3J4lRuYHyrzLWqVNHrY7Kx0iMykm/mhgbNGggMErnuiyMys2h9erVE54Purq6aoyfqqMyY40aNT5bR4lRuelVldHIyIiqV6/+pxlV3+crVKhA9erV+8M6fupv0V9hVH0P1dXVpdq1awt/i6TQT9Utrj+7/g0y/EKroKCA+vTpI4h3Ll68yCmfKSkppFAoaMSIEZzyWVxcTE+fPuWUT2lvdsaMGYJ4Jyoqitzc3GjTpk28N7tixQpBvJOWlkbu7u60atUq3pvds2cPJ5FmZmZSQUEB9e7dmxYvXsyMFy5c4JTP1NRUUigUNGzYMEEO9OTJE+rVq5fAOH36dE75LCwspLdv35Kbm5sgB1q2bJnA+PHjR3J3d6fVq1cz465duzjlMzMzk/Lz8+nbb7/llE+FQkHnzp2jQYMGCYzff/89p3wWFxeTr6+vWsrn1KlTBcY3b96Qm5sbbdmyhfdmly5dSuPHj6crV65QXl4epaamkpubG61evZpfXDt37qSRI0eqMSoL/86ePctJpBLj0KFDmbGkpIQePXpE3377Le3du5cZp0yZIgj/IiMj1RgXL15MEyZMYMaUlBRyc3MThH/bt2+nkSNHspQwLy+PevXqJTCePn2aBg8ezMK/kpISGjJkiCD8e/DgATNKwr/JkyfTTz/9xIwRERHk7u4uCP8WLVokSAmTk5PVGLdt28bp4llZWZSbm0vffPONIPw7efKkGuN3331Hc+fOZUZvb2/q3bu3ICWcOHGiICUMCwtTY1ywYIEgJUxKSiI3NzdB+LdlyxaNjMuWLWPGEydOcAJ6WloalZSU0KBBgwQp4f379zkBXeoJmzBhgiD8Cw0NJXd3d0FKOH/+fEFK+OHDB3Jzc6N169Yx4+bNmwUpYU5ODsnlckFKeOzYMU5AT0tLo+LiYho4cKAg/Ltz5w717dtXkBL++OOPgvAvODiYPDw8BOHfnDlzBClhQkICubm5CcK/DRs2CMK/7OxskslkgvDv6NGjnC6uzKgs/Lt16xani0s9YT/88IPAGBgYyMndEqOnpycL//Lz8yk+Pp5cXV0F4d/69es5XTwnJ4eysrJIJpMJwr/Dhw9zunh6ejoVFxfTgAEDBMabN29yunhSUhIpFAoaO3asIPwLCAjgBHSpJ2z27NmcLl5QUEBxcXHk5uYmCP/Wrl0rCP80MR46dIjTxdPT06moqIj69+/Pwr+SkhK6fv06MyYnJ5NCoaAxY8ZwunhxcTH5+flxurjEOGvWLEH4Fxsby4xST9iaNWsE4V9mZiZ5eHgIwr8vsf6Vwn2hRURqt7jK8r1/2jH/7cf/v8IovVz+ZfyX8V/Gfxn//874Jda/UrgvtIgIffv2xYwZMzhZ1tvbG66urti6dSs3/40bNw4TJkzg9Nvw8HDY2dlhzZo1nNo6d+5cjBo1CmfOnEF2djaSkpJgZ2fH49FEhI0bN2Lw4ME4evQo0tLSkJeXBxcXF8ydO5eTZY8dO4bevXtj3759SExMhEKhQJ8+ffDTTz9xauu9e/fg5uaGrVu3ctPa2LFjMXHiRGYMDQ2Fvb091q5dy6mtnp6eggDvw4cPsLOzYwEeEWHDhg2CAC83NxdOTk4swFMoFPDy8hIEeAqFAr179xYEeHfu3BEEeAAwevRoQYAXEhICe3t7FuABwK+//ioI8BITE2Fra8sCPCLCunXrBAFeTk4OnJycWIAnhS8qC/AUCgW+/fZbQYB3+/ZtQS6npaWFUaNGCQK8oKAgZpRSW2fNmiUI8BISEmBra8sCPCLCmjVrBAFeTk4OHB0dWYCnUChw6NAhQS5XUlKCb775RhDg3bhxQ2AEgBEjRggCvICAAJbLSYw///yzIMCLj49nRimLZfXq1YIALzs7G46OjizAUygUOHjwoEZGZQHe9evXBQEeAAwfPlwQ4Pn7+wsCPAD46aefBAFebGwsbG1tWYBHRPjtt98EAV5WVhYcHR1ZgKdQKLB//35BgCeN+SsL8K5evSoI8ADg+++/FwR4r169EgR4ADBjxgxBgBcTEwNbW1tBgLdixQpBgJeZmQkHBwcW4CkUCuzbt08Q4EmMklyuuLgYly9fFgR4ADB06FBBgPfixQtBgAcA06ZNEwR40dHRzCgJ8JYvXy4I8DIyMuDg4MByOYVCgT179ggCvKKiInh4eAgCvIsXLwoCPAAYMmSIIMB79uyZIMADgKlTpwoCvHfv3sHW1pYFeESEpUuXCgK89PR02NvbC5K+3bt3CwK8oqIiuLu7CwK88+fP45tvvmEBHgB89913glzuyZMnggAPACZPniwI8KKiomBnZycI8BYvXiwI8NLS0mBvb88CPCLCzp07BQFeYWEh3NzcBLncuXPnBAEeAAwaNEhgfPz4sSDAA4BJkyYJArw3b97A1taWBXhEhEWLFgkCvI8fP8Le3p7lckSE7du3CwK8goICNca/ddFXXomJiXT27Fk6ceKE2uimtEpKSuj27du0b98+8vHx+dOP8TW3gUaOHCns3RkZGQl7xPifvUPlPXo9PT01OU+1atWE/UZtbW0yMjIS+kGqVq0q/Ozy5ctT5cqVhT6GSpUqqT1+tWrVhL3EsjDq6+urSdj+E0blvW1VRi0tra/GqKOjQ4aGhmqMyseUlbFq1arCvrGxsbGw/1tWxurVq5eJUbWOlSpVEhgrV66skVG1jmVhNDIy+mwdDQwM/rCOFSpU+EuMxsbGGs+1cq01MarWUVdXlwwMDIR+kH8Co3KtpToqM6rWukKFCmRiYvJVGA0MDMjIyEjo8yoro/LPlhiV+xiqVKkiHFOuXDk1RhMTky/CqKurS4aGhn9Yx4oVK6oxqtaxXLlyVKVKFeE9VFMdq1WrJjAaGhp+MUZjY+M/PNeaGDXV8VOMf/Ta/zOMnzvXqozVqlWj4cOHk7+//3/0N/YfIYWbOnUqzp07B3Nzc5QvXx7Dhw/HlClTsHLlSj4mNzcXrq6uePfuHbp3747Zs2ejW7duOHXqlJAb8t9aQ4cORUhICJ49e4bu3bvD0dERRUVFWL58OXdpt2jRAvfv38fNmzfRqVMnuLm5oVy5cli5ciX09fXh6uqK9u3bw8/PD6dOnWKhlZ6eHjZt2oS8vDw4OjqiS5cuiIqKwr59+7hLu1q1ati/fz9iYmJgY2MDKysrfPz4ERs3bmTplampKc6dO4eXL1+iR48ecHBwQGFhIVasWIFq1arB3d2du8Rv3boFCwsLuLi4oHz58lixYgUMDQ3h6uqKdu3a4dWrVzh9+jQLrXR1dbFx40bk5+cz49u3b7F//340adKERWH79+/nT72WlpZISUnB5s2bUbduXRYznTlzBn5+fujZsyfs7e0FRg8PDzRr1gx37tzBnTt3YGFhAVdXV5QrVw7Lly8XGF++fIkzZ86w0EpbWxsbN25EQUEBnJyc0LlzZ7x58wYHDhzQyGhnZ4eePXsKjHK5HHXr1sWZM2fg7+/PjJLyXpnx9u3buHv3Ljp37gxXV1doaWlh+fLlMDIygqurK9q2bYvnz5/j3LlzAuOGDRtQVFQEJycnWFhY4PXr1zh48CBPh1WuXBl79+7luzCWlpb48OEDtm7dinr16kEmk6FevXo4efIkAgMDYWlpCXt7e+Tl5eG3337j6bCmTZsKjC4uLsxoYmICNzc3tG7dGi9evMC5c+dYaFWhQgVs2LABFStWZMbIyEj8/vvvAuOePXuQmJjIdUxMTMS2bdtYcFa3bl2cPHkSQUFBXMfc3FysWrWKJ6+aNGmCmzdv4v79++jSpQtcXFwAQGCUptMuXLiAdu3aQSaToUKFCli/fj1KSkrg7OyMTp06ISIiAocOHeLpsEqVKmH37t18V1CZURKc1a5dGydPnkRwcDAsLS1hZ2eHnJwcrF69WmC8ceMGfHx80KVLFzg7OwMAli1bxtNh0nTaxYsXmbFixYpYu3YtiAhOTk7o1KkTwsPDcfjwYZ4OMzExwc6dO5GcnAx7e3v06NEDCQkJ2L59u8B44sQJhISEwMrKCjY2NsjNzWVGmUyGxo0b4/r163jw4IEao/K5fvz4MS5duoT27dtzHdesWQMdHR04OzujY8eOCAsLw5EjRwTGHTt2IDU1Ffb29ujevTvi4+OxY8cOlrDVrl0bXl5eCAsLg5WVFWxtbZGdnY01a9bwBFvjxo1x9epVPHr0CF27doWzszMUCgWWLVvG02HSBJ3E6OHhgYoVK2L16tXQ0dGBi4sLzM3NERoaiqNHj/J0mLGxMbZv3853Brp37464uDjs3LmTGWvVqgUvLy9EREQwY2ZmJtauXYuaNWtCJpOhUaNGuHLlCnx9fdGtWzc4OjqCiJjR3d2dp9OuXLmCDh06wMPDAxUqVMCqVaugq6sLZ2dnmJubIzg4GMeOHWMBpKGhIbZt24b09HQ4ODigW7duiI2Nxa5du3iCrWbNmjhy5Ahev34Na2trWFtbIzMzE+vWrePpsIYNG+Ly5ct4/PgxunXrBicnJygUCixdulRgfPjwIa5evQpzc3N4eHigXLlyzCjVMSgoSI1x69atfMeva9euiImJwe7du1lmV6NGDRw+fBhv3rxh2adMJkPTpk3/nj/G/9El0WfW8ePHBTnNnTt3CAB5e3vz9xYsWEB16tRhYdTbt2/J0NCQduzYUebH+Zp3VkpKSuj48eOC0CogIEBNaHXmzBlBuvXmzRshCZSI6PLly4LQ6sOHD0JaKRHR7du3healnJwcOnXqlPC7+fr6CkKr4uJiNUZ/f381WdSZM2cEodXr1681MioLrRITE4UkUIlRWWiVnZ2txvjo0SNBFlVcXEwnTpwQhFZ+fn5qjKdPnxYYIyMjuSFZWpcuXRIYExIS1Bhv3bolyKKysrKEtFKiUrmdKuPx48cFxlevXglCK6mhVVloFRERoZFRWWgVHx+vllaqiVFq9lVmVBZaFRUV0fHjxwVZ1KcYlWVR4eHh3JAsrYsXLwqMcXFx3OwrrZs3bwrd/pmZmWqMDx48UGM8ceKEwPjy5UtBaKVQKOjUqVNqjFKzrzKjstAqNjZWjfHGjRsCY0ZGhpCSTlQqE1MWWhUWFqrV8cWLF9zsq8woNfsSlaY1qzJeuHBBjVE5JV1iVJZupaena2SUmn0lxhMnTnBKOlGpKEyV8eTJkwJjaGgoNyRL6/z584IWPSYmRo3x+vXrAmNaWpqQkk5UKhNTZiwoKNDIqCzS1MQYEhKikVFZpBkdHS2kpEuMUkMyUamAUDmBnIjo/v37gkgzPz+fTpw4IUgqnz17Jog0pQZrZZFmcHAwN01L69y5cwLj+/fvhQRyIqJr164JIs3U1FSNjMoiTU2MT58+/SxjUFAQNyQrMyqLNN+9e6fGePXqVYExJSVFSEknKk3dVmbMy8sT0r2/1PpHSOEGDBggpD/a2dlBW1sboaGh/L1jx45h4MCBqFatGgCgUaNG8PDwwLFjx74mWpmXlpYWTExMoKenx9/T0dGBiYmJkNhqbGwMQ0ND/rpixYowNjYW7g4ZGRnByMiIvy5fvjxMTEyEpFEDAwMYGxtzI1O5cuVgbGwspF/q6enBxMSEj5EY9fX1BUZjY2M1RgMDA4HRxMREYDQ0NBR+jwoVKsDExEQ4j59iVNYu6+npCcdoaWnB2Ni4THVUZtTW1oaJiYmQNKpaR4lRtY5GRkb8+FKtP1dHVUZdXV2BUTpGE2NZ6vilzvUf1VFLSwtGRkbC80ETo6Y6GhsbazzX0ipXrhxMTEzUznWlSpXKdK5Vj/kSz0dDQ0ONjMp11NfXFx5fOkbTuVZuIvyrdfzUa0aZsVKlSn/5+ajMaGxsrJFR9TWjWsdKlSr9YR3L8prRVEdNr2sjIyO110ylSpU+y6ipjp97D9V0rlXfn1Rf1wA0voeWpY6ano+aGFWfj6qvfdXXlSZG1XP9KUZNr6s/e64/9Zr52/T6Kutv3We5ceMGp8YCpTZIKdVXebVq1Qp37tz55M8pKChgOyMAwbr3pdezZ8+wfPlyPH36FPb29nBycoKWlhamTZvGgqfWrVvj+vXruHTpEqytreHm5gZ9fX389NNPqFy5Mjw8PNCxY0c8f/4c+/fv57yeKlWqYP78+SguLoa7uzuLodauXctZOHXq1MHGjRsRGxsLZ2dn2NjYID09HfPnz4eZmRln2hw+fBjPnz+Hg4MDHB0dAQDTp09nwVOrVq1w7do1XL58mRkNDAwwffp0VKlSBTKZDB06dMDz589x4MABznCpXLky5s6dC4VCwYxv377FunXr0LFjR8hkMtSpUwfr169HfHw8XFxcYG1tjbS0NCxYsIBzZho3bozff/8dL1++1MgoZbFcuXIFV69ehY2NDddx2rRpvA1jbm6OJ0+e4NChQ8xoYmKCuXPnAgAzRkZGYsOGDZyFU7t2baxbtw6JiYlwcXHh7bSFCxeiVatWnLtz8OBB+Pn5MaNCocCMGTNY8GRmZobLly/j+vXrzKirq4vp06ejWrVqXMfHjx/j8OHDAuOcOXNQrlw5uLu7s3Rp48aNnIVTu3ZtrF69GklJScyYmpqKRYsW8dZho0aNsH//fgQEBMDR0REODg4oKSnBTz/9xFuHZmZmuHDhAm7evAkbGxu4uroyo7R90L59ezx69AhHjx5lwZOxsTE8PT1Rvnx5uLu7o2vXrggLC8PmzZthYWEBmUyGWrVqYfXq1UhOToarqyusrKyQnJyMxYsX89Zho0aNsHfvXgQGBsLJyQn29vac1i1ty7Vo0QIXL17EzZs3YWtrC1dXV+jo6GDatGl8a75Dhw54+PAhjh49yhkuhoaG8PT0RMWKFbmOyozSLfXffvsNHz9+hKurKywtLZGUlIQlS5bwtlyDBg2wZ88ehISEwNHREfb29igqKsLPP/+Mpk2bQiaToUWLFjh//jxnoLi4uEBbWxvTp0/nW/Pt27eHj48Pjh07hp49e7Lcb/bs2dDW1oaHhwc6d+6MkJAQbN26lbNwatSogZUrVyItLY0ZExMTsWzZMrRt25Zv++/evRshISFwcnKCnZ0dCgsL8csvv/C2XIsWLXD27FncvXuXGXV0dDB16lSWebVr1w7e3t44ceIEevbsCQ8PDxgZGeHXX3+Fjo4OMwYHB2Pbtm3o0qULZDIZatSogeXLlyMzM5MZ4+PjsXz5ct46rF+/Pnbt2oWwsDBmzM/Px6+//srbcs2bN8fp06fxzTffwM7ODi4uLqhYsSKmTZsmMN67dw+nTp2CpaUl3N3dYWRkhFmzZkFPTw8eHh6wsLBAUFAQtm/fzlk4NWrUwNKlS5GVlQVXV1f07NkT8fHxWLFiBWfhmJqaYufOnYiIiGDGvLw8NcZTp07B29ub3+e1tbUxdepU3oJt06YN7t27h9OnT8PS0hIeHh4wNDTEL7/8An19fWYMDAzEzp07mbFatWpYsmQJcnJy4Obmhh49eiAuLg4rV64UGLdv347Xr1/z+3xeXh5mz57N23LNmjXDiRMn8PDhQ9jZ2cHJyYnrKDG2bdsWt2/fxtmzZ2FlZQV3d3cYGhri559/hqGhITP6+flh9+7dAuPixYuRl5cHNzc3dO/eHTExMVi1ahXat2/P+UXbtm3DmzdvOFNIEiz+LeuL3s/5gxUfH0/16tWjwYMH8/c+fvxIAOjkyZPCsZs2bSIdHZ1P/qwFCxYITUXSv6+xDdS/f3+hYalChQpqCZUGBgbC97S0tKhixYpCI56+vr7a/6ea/qmrq6sx/VK56VFbW1vj4ysf8zUZ9fT0/nGMqunIn2JUbjLT0dERmt7+KmO5cuXUGFWP+X+BUaq1KqPq42ti/BLnWhOj6rn+FKPqz9bV1f0so76+vsBYsWLFMjMqN13+1XP9NRlVk4i/FKOuru5nn49lYSxfvvzfyljWOiof82cYVZ+zqo+vo6Pzp891Wd5D/yqjpte1KqOmv0WqjLq6uvTNN9/Qq1ev/qO/sf8oKVxSUhK1bt2a7O3thT3SvLw8AkD79u0Tjl+6dClVrlz5kz8vPz+fMjIy+F9MTEyZftm/shQKBfXq1YuGDRtGJ0+e5GBDCwsLWrRoEfeOjB07VhDFvX37ljp06EC//vor92XMnTuXvvnmG9q1axfFxcVRWloaderUiUVxBQUFtGXLFnJycqJNmzbR27dvqbCwkKysrGjcuHHcl3H69GmysrKiVatWUUhICJWUlJBcLhdEcb6+vswo9WWMGTOGBg4cyIxv3rwhc3NzQRTn6ekpyOw+fvwoMBYWFtKmTZvI2dmZRXEFBQVkaWkpiOJOnjzJjKGhoVRSUkIymYxGjBjBjA8fPqTOnTsLorhRo0YJMrvXr1+Tubk5eXp6MuPs2bMFUVxqaip17NhREMVt3LiRXFxcBMaePXsKorgTJ06QtbU1i+IUCgV5eHgIMjsfHx/q0qULLVmyhBlHjBghiOIiIiKYUerLmDVrFn377bfMmJKSQh07dhREcevXrycXFxcWxeXn51OPHj0ExmPHjpGNjQ2tWbOGGd3c3ARR3P3795lR6ssYPnw4DR48mBnDw8PJ3NxcEMX9/PPPgiguOTlZjXHt2rXk6upKW7dupXfv3lFeXh51795dEMUdOXKEbG1tWRSnUCjIxcWFRo0axYx3796lrl27CqK4oUOHCqK4kJAQ6tixoyCK++mnnwRR3IcPH8jc3FwQxa1evZrc3NxYFJebm0vdunWjiRMnMuOhQ4fI1taW1q5dS+Hh4VRSUkLOzs6CKO727dvUrVs3QRQ3ZMgQFsV9/PiRgoODydzcXBDFTZ8+nUVxiYmJlJiYSB07dqSZM2cy42+//UZubm4sisvNzaWuXbsKoriDBw+SnZ0di+JKSkrIyclJEMXdvHmTGaW+jMGDBwuiuMDAQOrYsSPNmzePGadNm0Z9+vRhUVxCQgKZm5sLMrsVK1aQu7s7bd++naKjoyknJ4e6du0qiOIOHDjAjJGRkVRSUkKOjo40ZswYZrx+/Tp1796dli9fzowDBw6kIUOGsCguICCAGaW+jClTprAo7sOHDxQfH0/m5uaCKG7ZsmXMGBMTQ9nZ2dSlSxeaPHkyM+7bt4/s7e1ZZldcXEz29vaCzO7q1avUo0cPQWY3YMAAQWbn5+dHHTt2FERxkyZNEmR2sbGxZG5uTr/88gszLl26lEVxMTExlJWVxYySzG7Pnj3k4ODAMjuJUVlmd/nyZerRo4cgiuvXr58gs3v16hV16tSJFixYwIwTJ04UZHYxMTHMKIniFi9ezMK92NhYyszMpM6dOwsyu127dpGDgwPL7IqKisjW1laQ2X2J9Y+RwqWkpMDOzg7Vq1fHpUuXhP02ADA1NcXIkSOxePFi/t6YMWMQEBCAp0+flukxvrYUTqFQCHuCxcXFapNKqt8r6zHly5cX9p9VjykpKUG5cuX+8BiFQgEi+pfxH874uWPKyghA2Mf+OxnLUuv/K4xEhJKSkn8ZP/O60tLS+pfxb2L8b/8tUmX8EusfIYWTRt4+daECAN988w1OnTrFqZGZmZm4cOECvvnmm6+JVuZFRBg/frwgTnvy5IkgTgNKZWrK4rSoqChBSgYAa9asEcRp6enpGDx4MIvTAGD//v2ClKywsBBDhw4VxGkXL15kcZrUu/Pjjz8K4rTHjx+zOE1Kf509e7YgTnvz5o0a4+rVqwUpWVpaGgYPHsziNADYt2+fRkZlKdmFCxcEcRpQKs5TFqc9evRIEKcBpcI3ZSnZ69evBXEaAPz2228C48ePHzF48GCWkgHAnj17BHFaQUEBhgwZIjCeO3dOEKcREX744QdBSvbw4UNBnAYAv/zyi8AYEREhSMkAYOXKlYI4LSUlBYMHD2bhFwDs3r1bkJLl5+djyJAhgpTs7NmzgpSMiDB27FhBSubj4yNIyYBS4ZuyOC08PFyQkgHAihUrBClZcnIyBg0aJDDu2rULs2bNUmNUlpKdPn1akJIREcaMGSMwent7C1IyIsLMmTMFKVloaKga4/Lly7Fw4UJmTEpKwuDBg1lKBpQGbSpLyTQxnjp1SpCSKRQKjB49WpCS3bt3T2AESqV0v/32GzMGBwcLUjIAWLp0qSAl+/DhAwYNGiQwbtu2TZCS5eXl4bvvvhOkZCdOnFBjHDVqFDZt2sSMd+7cEaRkQKnwTVmcFhgYiOHDhwuMixcvFqRkCQkJGDRoEEvJAGDr1q0CY25uLr777jvs3r2bGY8dOyZIyRQKBUaOHCmI027fvo0ff/xRjVFZShYQECCI0wBg0aJFAmN8fDwGDx7MUjIA2Lx5syAly8nJweDBgwVxmpeXF6ZPn47bt2+jqKiIGTdv3sxJ6Ddv3hTEaQAwZcoUgdHPzw8jRozA6dOnkZWVBQBYuHChIE6Li4tTY9y0aRM8PT2ZMTs7G4MHD8aePXuY8ciRI5g+fTru3LmDoqIilJSUYMSIEQLjjRs3MH78eFy5coUZJ02ahNWrVyMsLAxEhFevXqkxLliwAEuWLGHG2NhYDB48GEeOHOHE5I0bN8LT0xO+vr4oKSlBVlYWM0qpzocPHxZkqCUlJRg+fDi2bNmiloT+t6wvch/nE6tTp05kaGhIa9eupe3bt/O/Z8+e8THx8fFkampKNjY2tHz5crKwsKBWrVr9qS2drzm6/Msvv1D9+vV5n65Ro0bC1zo6OtSiRQuqUaMGf69evXpUr1493t8rX748tWjRgmrXrs3H1KxZk0xNTVnyo6WlRc2bN6e6devyMZUqVaJGjRoJQWlNmzYlU1NTYY+yadOmQuhVw4YN1RibN29eJsZatWoJjPXq1WPpkybGypUrU6NGjQQxWdOmTalevXr8taGhoRqjpjo2b96cqlevrsYo7aVWqFBBjbFWrVoaGevUqSMwNmzYUJAcqdZRE2Pjxo0/y2hqakqmpqafZaxbt+4f1rFKlSpqjM2aNdNYR2VJoWoddXV1P8ko7f9rYqxdu7YaY4sWLYQ6loXRyMhIjVG1jhJjtWrV+Hv169fXyFizZk01RklMpelcV61atUyMTZo0UWNUfj6UhbFixYqfZJR6AsqVK6dWx6pVq1KDBg0EMVfz5s0FRmNjY42MynXU09OjZs2afTFG5fenatWqqTGq1lFiVA7Fa9KkiVBHPT29T9ZR6qPQxFinTp3P1lETo+rrytjYmBo3biwwqp5riVE5FLBBgwZ/mVG5jtWrV6f69esLfY+qdTQxMVFjVK2jvr4+NWvWTCOj1LOira2t9reobt26VLduXe4/KSujah0lRuW/RW3btqXZs2dTYGDgf/Q39h8xuty9e3cMGTIEERER8PPz43/SlRsA1K5dG69evYJcLkdiYiKGDx+OJ0+efPHtnL+6OnbsyN3O9evXh52dHaysrACUjnt1794dVlZWaNKkCQCgZs2asLe3h62tLd/S79y5M6ytrXnqqXLlynBwcICNjQ2P/LVr1w7W1tY8KWVgYAB7e3tYW1ujcuXKAIAWLVpwDDpQOrYmCYTq1q37ScYePXrA2toajRs3ZkYHBwfY2tpCS0uLGa2srNC6dWtmdHR0FBjbt28vMBoaGsLOzk5gbNmy5ScZ69SpAwBo0KABS8+A0vG/Hj16CHWsVasWMyrX0crKSmMdpXG6Dh06qDHa29vDxsZGYLS1tUWXLl0ERisrK9SuXRsA0LBhQzXGnj17wsrKCo0aNWJG6WdLdezSpQusra3RsmVLAECVKlXg6OgIW1tbHguUGNu3bw+gdNRQ9VybmZlxVDtQOsYoSQGVGSXpmTKjtbU1GjZsCKD09SXVSJnRysqKGatWrcrnWhoBNTc3/yRjpUqVAJRO7VlbW2tkrFWrFoBSFYGtra0ao3Id69SpI9SxXLly6Nq162cZO3bs+ElGExMTZrSxsUHnzp0FRmtra9SsWRMA0LhxY6GOFStWhKWlJaysrLiOyowA/pBR+Vybm5vDysoK7dq1A1A6eir9HOk9rnXr1rC2toaFhQWA0vFgTYy2trbo0aOHGmODBg0AAHXr1v0kY4sWLQAA1apVY0bVOmpilEZwW7duDRsbG4HR1tYWVlZW/P7YpEkT4VyXlbFbt26wsrJC8+bNmVF67Uvjth07doSVlRXatm0LoHTMWHpeS6PEbdq0gbW1NZ9ridHa2hrVq1cXGJXraGVlBSsrK9SvXx8AUK9ePdjZ2f0hY/Xq1eHo6Ag7OzveKunUqZMao/S7Soxt27aFjY0NOnXqBKB0PFhilPQdTZs2FRi1tbWZ0dTUlBmV61i+fHlmbNasGTPa29sLjBYWFrC2tv7DOrZt21Z4Purr6/P7vMTYrFkzODk5wdnZmZ9bX339R5dE/5D1taVwW7ZsEURIL1684KZAae3du1cQIb1+/VpIjyUi8vLyEkRIycnJQjIrUakES1mElJubS5s2bRJESHfv3qWzZ8+ywEdiVBYhPX/+nBvupLVnzx6BMTIyUkhmJSI6evSoIEJKSkpSY7xw4YJGRmXJ0J07dwQRUklJCW3evFlgfPbsGTezSWv37t2CCCk8PFyN8ciRIwLjhw8fhPRYolLBlLIIKScnR43x9u3bggipuLiYNm/eLIiQnj59qsa4a9cugTEsLExIjyUiOnz4sCBrSkhIEJJZiUrlTVIzG1GpXG/Tpk1CLMWtW7eEZjaJUWq4IyJ68uQJN9xJa+fOndxwR1QqCpOSWZUZpYY7otK7nKqMZ8+e5WRWolJxnSrjzZs31Rg3bdokMD5+/FgQSikUCtq5cyc9f/6cjwkJCVFjPHTokCBgjIuLE9JjiUplh6qMmzdvFgSMN27cEASMRUVFtGnTJkHA6OvrSydOnOD3EYVCQTt27BAEjMHBwfT7778LjL///rvAGBsby0300jp9+rQgYMzMzFRjvH79Ol28eJHFgRKjsoDx0aNH3OgvMW7fvl1gDAoK4iZ6aR08eFAQMMbExKgxnjp1SmDMyMigzZs3CwLGa9euCQJGqeFemfHhw4eCJFJiVBYwBgYGqjEeOHBAYIyOjhYS4YmITp48KQgY09PThUR4olLhmbKAUWJUFjA+ePBAkEQqFAratm2bwBgQEMCN/sqMygLGd+/eaWRUFjCmpaXRli1bBMYrV64IjAUFBWqMPj4+goBRYlQWMPr7+6sx7t+/n1PriYiioqKE1HoiohMnTgiMHz9+FBLhJUZlAaPEqCxg/BLrHzUN9LXX17xYkWLAleOwo6KihAsVhUJBfn5+/IeBqPQNS/lChaj0ya9sGkxOThaskkSlb4bKpsGsrCzhQoWo9A+4smmwqKhIjfHt27dlYlS+CPgUo/KFyn/CqHwRIDEqXwQoFAp69erVn2aUOt7/iDEzM1O4UNHEWFhYqLGOyhcBmuoYExMjXKiUlTEoKEhgzMjIUGMMCwsTuu4LCwvV6vjmzZu/xOjv7y8wfvjwQbgIkBiVDcfp6elqGV+qjAUFBcKFClHpxbsqo+q5jo6OFi4CJEZlw3FiYmKZGJUvAjQx5ufna2RUfg+R6qh8TFkZlS8CNDGmpaWpMYaGhgqG4/z8fOFiqqyM79+/Fy4CNDEmJCSUiVH5QkUTY15ennChQlT6IUiZsaSk5C8zKl8EEJVe5Cjbgz9+/ChcBGhizM3N1ciobGHWxPju3Ts1Rj8/vy/CGBISosaofKHyZxiVL1Q0McbHxwsXKpoYU1NThQsViVF5ejcnJ+eLX6gQ/UOygf4vrOjoaIwdOxYJCQmQyWRwcXFBTk4Ovv/+e1hZWUEmk8HCwgLr1q3DkydP4OHhAXd3d+jp6aF3794sd+vevTuOHTuGkydPws3NjTMrevfuzdkLVlZW8PHxwfr161m607x5cwwdOhTa2tqQy+Wwt7fH69ev8csvv8De3p6FSj/99BMSExMhl8vh7OwsMMrlclhYWGDNmjV4+vQpM+rq6qJ3794sJevWrRuOHj2KM2fOMGPNmjXx7bffsrjN2toa9+7dw6ZNm+Ds7AyZTIbmzZvju+++g56eHjOGh4fj119/hb29PeRyOdq2bYvp06cjOTkZcrkcTk5OyMrKwogRI5ixU6dOWLVqFV68eMGM2tra6NOnD0vJunfvjkOHDuH8+fNwc3NjedW3337LwjErKyvcuXMHW7Zs4To2bdoU3333HQwMDFjyFRYWhjlz5jBjmzZtMHXqVHz8+BEymQxOTk7IyMjAqFGjYG1tDZlMhk6dOuG3337Dy5cvIZPJWGYmMUp1/P3333HhwgWuY/Xq1fHtt9+yzMvS0hK3b9/G1q1b4eLiwowDBw6EkZER5HI57OzsEBISgrlz58LBwYHFVFOmTEFaWhrkcjkcHR2Rnp6O0aNHc15Hp06dsHz5cvj7+8PDwwNubm6oWLEi+vTpwxKorl274uDBg7h48SLc3d0hl8tRtWpVfPvttyzKsrKywo0bN7Bjxw64uLiwgHDgwIEwMTFhxsDAQMyfPx8ODg5cx4kTJyIzM5Pr+PHjR4wZMwY2NjaQy+Xo2LEjli5disDAQMhkMs7T6tevHzN269YN+/btw5UrV+Du7g6ZTIYqVarg22+/5WwYS0tLXLt2Dbt27eI6Nm7cGAMGDEDlypUhk8lga2uLwMBALFiwAI6OjpDL5WjVqhUmTJiA7OxsrmNKSgrGjRvHdezYsSMWL16MkJAQfu2XK1cO/fv3R9euXbmOe/bswbVr1wTGXr16sbTR0tISV65cwd69e5mxYcOG6N+/P6pWrcrPRz8/PyxevJjr2Lp1a4wbNw55eXmQy+VwcHBAUlISxo8fL9RxwYIFCAsL4+ejlpYW+vfvj27dukEmk6Fr167YvXs3p3PLZDJUqlQJ3377LUsbLS0tcfHiRezfv19g7NevH6pXrw65XA4bGxu8fPkSS5cu5Tq2bt0aY8eORX5+PtcxISEBEydOhK2tLWQyGTp27Ih58+YhMjKSGRUKBQYMGMDSxC5dumDnzp24desW3N3d4eHhwYySbLBHjx64ePEiDhw4AFdXV5b79e3bFzVq1GDGFy9eYNmyZXBycmIh5pgxY1BUVMSM8fHxzCiXy2Fubo65c+fi9evXzFhSUoKBAweyNLFz587Yvn077t69y4wmJibo1asXywZ79uyJc+fO4dChQ3B1dYVMJkP9+vXRt29f1KpVixmfPn2KlStXch3NzMwwatQoKBQKyGQyODo6IjY2FlOmTGHGDh06wNPTE1FRUcxYVFSEQYMGMWOXLl2wZcsW3L9/n99DjY2N0atXLxbQ9ezZE6dPn8aRI0e4jqampujTpw/nzVlbW+Px48dYtWoVnJycIJfL0bJlS4wcORIAIJPJ+HmjbMb9quuLXyb9F9bXvLPi6OjIDUWf+qcsLvrUP2Upj/RPWeaj6euy/mxlmc8/lfFLHaOJ8XPMf3cdy3LM/98Zv+ZztizPkb+zjn+V8b/9uvpSdfw7z/V/+3X1/zdGJycnCg4O/o/+xv4jGmz/L6xr167B1tYWzs7O2Lx5M96+fYsHDx7A1NQU48ePx+XLl5Geno5BgwbB2toaq1evRmhoKCIiIlCnTh0eK0tNTcX06dPRpUsXHn1LSkpCgwYNMGjQIBw5cgRJSUlYs2YN2rZty2NlmZmZaN26NXr16oU9e/YgLi4OXl5eaNasGWbMmIE7d+4gMzMT1tbWcHFxwZYtWxAVFQVvb29mvHLlCjIyMjBgwADY2NgwY3h4OOrUqYORI0fizJkzSE1NxbRp09ClSxcsWbIEfn5++PDhA+rXry8wrlq1Cu3atcOcOXPg6+uLjIwMtGrVCt9++y327t2LuLg4HDlyhBnv3r2LrKwsWFlZwdXVFVu3bkVUVBTu3bsHU1NTTJgwAVevXkVGRgb69+8PGxsbrFmzBmFhYQgLC0OdOnUwatQonDlzBh8/fsSUKVPQtWtXLF26FP7+/sw4ePBgHD16FMnJyVi5ciXat2+POXPm4PHjx0hPT4eZmRl69+6Nffv2IT4+HocOHULz5s3x008/4d69e8jKykLPnj2Z8d27d7hz5w7q16+PiRMnMmPfvn1ha2uLtWvXIiwsDKGhocx49uxZpKamYtKkSejWrRszJiYmon79+vjuu+/g5eWF5ORkLF++HO3bt+dx9vT0dLRs2VJgPHjwIFq0aIGZM2cyY48ePeDm5oZt27bh/fv3uHXrFjNeu3YNmZmZ6N27N+zs7LB27VqEh4cjODgYderU4XH2jx8/YsKECejWrRuPs8fHx8PU1JTH2VNSUrB06VJ06NAB8+bNw5MnT5CWloYWLVqgT58+2L9/PxISErB//360bNmSx9mzsrLQrVs3uLu7Y/v27Xj//j1u3LiBBg0a8Dh7RkYGevXqBTs7Ox65DwwMRN26dXmc/ePHj/jxxx/RvXt3LF++HAEBAYiLi2PGY8eOserf3Nycx9nT0tLQvHlz9O3bFwcOHEBCQgL27t2Lli1b8jh7ZmYmunTpwozR0dG4du0aGjZsyOPsmZmZfKdw/fr1iIiIgL+/P+rUqcPj7B8/fsQPP/yAHj16MGNsbCzq1auHoUOHMuPChQthbm7O4+wfP35Es2bNmDExMRG7d++GmZkZfvnlF3h7eyMrKwudO3eGh4cHduzYgejoaFy5coUZb9y4wXevHBwcsH79ekRGRsLPzw9169bF2LFjcf78eaSlpWHMmDHo0aMHVqxYgcDAQERHRzPj8ePHkZKSgvnz5/OdmmfPniE1NRVNmzZFv379cPDgQSQmJmLHjh3M6OPjg6ysLHTq1AkymQw7duxATEwMLl26hEaNGvHIfWZmJtzc3ODg4IANGzYgMjISL1++ZMYLFy4gLS0No0aNQs+ePbFy5UoEBgbi/fv3qFu3Lo+zp6SkYO7cucz4/PlzpKamokmTJujfvz8zbtu2Da1ateKR+6ysLI4G2blzJ6Kjo3HhwgVmvHnzJkcKODo6YuPGjXj9+jWeP3+OunXr8jh7WloaRowYwYxBQUF49+4d6tati2HDhuHEiRNITU2Fp6cnOnXqxCP3qampaNy4Mfr374/ff/8diYmJ2LJlC1q3bs0j91lZWXwXfteuXYiJicG5c+fQuHFjHmfPzMyEs7OzwPj06VPUrVsX48aNY8Zhw4bB0tISv/32G4KCghAVFcWMJ0+eRGpqKn799VdYWFjwyH1KSgrfkTx06BA+fPiATZs2oXXr1jzOnpmZyer9Xbt2IS4uDjdu3FCLy/lq6z+6JPqHrK/ds6K8b0hUuieuvG+oUCiE3guJSXnfkIjUjsnOzhb2DTUdk5eXJ+wbajqmqKjoLzMq9wxo+tlZWVlfjFE5vfXvZszNzf2vMyr3h/xVxsLCQjXGtLQ0NUbVZNQvyajcZ/MpRuVeoC/JmJmZ+UUYCwoK/hJjenr6F2HMyckpE6OqJfRLMn7u/SknJ0foYfmrjCUlJf9Vxvz8/DIxqv79UH3t/19mzM7OLhOjcp/Nl1r/3ln5QquwsBDz588XhFsPHjwQRFFEhBUrVggyq6CgICxevJhlVgCwZcsW/P777yzcio2Nxdy5c1lmBQCHDh0SZFaZmZmYPXs2C7eAUimcssyqqKgI8+fPF2RW3t7eGhlPnjzJjIGBgVi8eDHLrIBS6ZKyzCo2Nhbz5s0TGH///XdBZpWRkYHZs2ezzAoAzp8/LzAWFhZi3rx5uHTpEjPev38fq1atYpmVQqHA8uXLBZlVQEAAlixZIjBu2rRJkFlFR0dj3rx5LLMCgAMHDqgxenp6sswKKJXCKcusCgoKMHfuXEFmde/ePaxevVpgXLZsmSCz8vPzw5IlS1hmBQAbNmwQGN+/f4958+axKAooFQAqy6zS09Mxe/ZsgfHs2bPYvHmzGqOyzOru3bt8t0xiXLJkicD46tUrLF26lEVRRIT169cLMquoqCg1xn379gkyq7S0NMyePZtlVkCpFE5ZZlVQUIA5c+YIjHfu3OG7ZfQ/ttAlS5YIMqsXL16oMa5btw5HjhwRGOfPn88yKwDYu3evwPjx40c1xlOnTgkyK4nxypUryM/PB1AqM9PEeObMGYFx2bJl8PPzY8a1a9cKwq23b99iwYIFAuOePXuwd+9e1jakpqZi9uzZLNwCgJMnTwqM+fn58PT0xNWrV5nx1q1bfLcMKLWMLl68GGfOnGFB5fPnz7F8+XKBcc2aNTh69CjLH1+/fo358+fj8ePH/P60e/dugTElJQWzZ8/GvXv3mPHEiRPYunUrCyqlsD1lxps3b2LdunXMWFJSgsWLFwsSTSkgVpJoSozKgsrIyEgsWLCAJZoAsHPnTkGimZSUBE9PT9y7dw/FxcUAgOPHjwsSzby8PHh6euLatWvMeP36dUGiWVxcjEWLFuHcuXPM+OTJE75bJjGuWrVKYAwPD8fChQvVGJUlmh8+fICnpydLNIFSud62bdtYUJmbmwtPT09Bonnt2jW+WwaUvs8vXLhQkGg+fvwYK1asUGNUlmiGhYVh4cKFLNEEgO3bt6sxzpkzhyWaQKlcT1mimZOTg9mzZwuMf+v6opdI/6X1Ne+srFq1igU+urq6ZG9vT+bm5rxn16hRI7K3t+djKlSoQNbW1tSpUyc+pnbt2uTo6EiNGzfm/cAePXpQly5dWMpWpUoVcnR0pJYtW/L/17FjR+rRowcL14yMjMjR0ZHatm3Lx5iZmZGNjQ1LwCTGDh06/CGjjY2NwFinTh1ycHBgxnLlylHPnj2pc+fOzFi1alVydHSkFi1aqDFKEi4jIyNycHCgNm3a8DGtWrUSGPX09NQYGzduTPb29iwiqlixItna2qoxKtdRYrSwsOD9XE2MnTp1oh49erA8ytjYmBwdHdUYra2tWV6lp6dHDg4O1L59e4HRzs7us4wODg7UqFEjZrS0tBQYq1WrRo6OjtS8eXOBsXv37ixmkhhbt27Nx7Ru3Zqsra1ZDCXVUZmxSZMmZGdnx/IsTYx169YlBwcHatiwocDYqVOnP2S0sLD4LGObNm0ERn19fbU6foqxY8eOfEy9evXUGK2srKhTp068d169enU1xs6dOwuMJiYmaoxt27YlKysrFgBqYmzatCnZ2dmxPEtbW1uN0dTUVGAsX778JxmbNWvG/1+XLl2oe/fuLISsVKkSOTk5UatWrT7L2K5dOz6mWbNmaox2dnYaGRs0aMCM0vuT1KdQo0YNjYzdunVjSWClSpXI0dFRYGzXrh1ZWVmxuM7AwECtjs2aNSNbW1sWEGpirF+//p9m1NLSoq5du1K3bt1YEvgpRktLSzVG5To2b95cYNTR0SE7Ozvhfb5+/fpkb2/PUj5lRqm/o2bNmuTo6EhNmzYVGLt27cqMlStXJkdHRzIzM+Of3b59e7K0tGQpnCbGFi1akK2tLUvpJEblOjZo0OCzjLVq1VJj7Nat22cZO3ToQD179mRGQ0NDIWvqP1n/TgN9oaWvr89ZDDo6OjAyMhKuKg0NDWFoaMiCJW1tbRgbGwsZC9IxkiiqYsWKMDIyQlFRER9nYGAAQ0NDlpuVL18eRkZG0NXV5WP09PRgaGjIn5aBUhGWoaEhS390dXXVGKVjpK5tbW1tlj1JS3p86feoUKEC/xzp8fX19TUy6ujocF6Enp4ejIyMmFFLS4sfX7mOhoaG/ClHYjQwMBAYDQ0N+ZOAVEcDAwM1Rm1tbaGOUt2UGbW1tQVGQ0NDlt1paWnB2NhYYNTV1YWhoSHfGfhUHVUZjYyM+PGUz7VyxoamOhobG6NixYp/yKhaR+lcqzIaGRkxo/ScVa2j6vPR2NhYyBxRfT5Kta5YsaLa8/GPGKVzLd1NU66jVBOJUboLocyoWkflXBKpjtLvITEq/x4So/R7fKqOhoaG/Gn1U+f6U4zSMZoYpTqqMipnQOnp6cHAwEBjHaWfJTFqqqPyuTY0NCxTHZXfn/6I8VPPx3Llyv2lOkrnWvr0/qk6GhoalolRYgHUX1fKjMp1NDIy0sgoPR+l17Uyo3SM8vt8WetIRJ98zWiqo3SMdIdHenwDAwO114x0x0vTuZZ+j7IwKr8/fKqOBgYGanVUfq/96us/uiT6h6yveWclNzeXPD09BYHO1atXBYFOSUkJLViwQBDo+Pr6cpqvtFatWiVIfsLCwoSkXCKi7du3c1IuUan7Ys6cOZzmS1Qqbtu7dy/Pzufk5JCnpycn5RIRXb58WY1x/vz5AuOjR484KVdav/32GyflEpU6CzQxKkvxEhMThaRcolJxm5Tm+ynGS5cucVIuUWl/0Pz58zkpl6hU3qTKuHLlSk7KJSr1ASin+RIRbd26VWBMSEhQYzx8+LAg7svOziZPT09B3Hfx4kWNjNeuXWNGHx8fWrt2reCaWbFihcAYFBQkpPkSEW3ZskUQ98XHxwtpvkSlUrR9+/bxp5esrCzy9PQUpHgXLlwQxH1FRUU0b948Qdzn7e3Nab5Epb0Oy5cvF8R9gYGBQpovEdHmzZsFxri4OCEpl6hUiqb8CSszM5Nmz54tMJ4/f57TfJUZlcV99+/f5zRfiXHZsmUCY0BAgJCUS0S0adMmQdwXExOjxnjw4EFB3JeZmUmenp6CuO/cuXOCXFBilJJyiYju3bvHSbkS49KlSzkpl6jUF7JixQo1RmVxX3R0tJDmS1Qq81JmzMjIIE9PT0Hcd/bsWUHcV1hYSHPnzhXkgnfv3uWkXGVGZXHfq1evhDRfIqINGzYIjO/fv6cFCxbQ8+fPBUZlcV96eroa45kzZwRxn8SoLO67ffs2bdiwgV0zCoWClixZIoj7Xr58SStXrhRcM+vXrxfEfVFRUbRw4UJBLrh3715B3JeWlkaenp6CuO/UqVO0c+dOds0UFBTQnDlzBCnerVu3aOPGjQLj4sWLBcbnz5/Tb7/9JjCuW7dOEPe9ffuWFi5cKIj79uzZIzB+/PiR5syZI0jxTp48KYj78vPzydPTU2C8efMmbdq0iX04CoWCFi1aJIj7nj17Rr/99pvgmlm7dq3A+ObNG1q0aJEgxdu9e7cg7ktNTSVPT0+B8Uusf6VwX2hlZmaqNTQmJCQITU15eXmCgI2o9CJDuYGspKRE7XZZcnKyWiOeqrzn48ePao14qsdkZmaqNQuWhTExMfEfx6ja1KXKWFxc/JcYU1NTP8uYkZHxWcbc3NwyMaoK2JKSkv5WRtWGxr/CqFAo/jKjarOgKmNOTs5nGYuKiv4yo2qzoOox6enpf5lR+ZjCwkI1SVxSUpLwZq6JMSUl5YswZmdnq73vaWJUlZt9+PDhizGqNl3+FcaCgoK/zKjaXK96TFpaWpkYVYcU/mmMWVlZaoyqxxQUFKhJ4jQxqgpLk5OTy8SoOgDwJda/DbZfaOXn58PMzIxHRaOionDixAk0bNiQR0Wzs7NhbW0tjLN6e3vzqKg0zjp48GBhVDQ8PBw1a9bkcdbExETMnDkTHTp04HHWpKQk1K1bl0dFY2JisHbtWh5nlUZFW7RowYxv376Fl5cXGjZsiEmTJjGjpaUlj4qGh4fj3r17auOsAwcORPfu3ZkxJCQENWvW5FHRhIQEzJgxg8dZnz59isTERNSpU4cZY2NjsXr1ah4VvX//PjIzM9G8eXMeFY2KisKRI0fQqFEjHmfNzs5Gjx49YG9vz4x3797lcVZpVFSSSUnJx8HBwQJjYmIipk2bxqOiyozSqGhsbCx+++03tXHW5s2bw8PDgxkPHz6Mxo0b86hodnY2unfvLoyz3r59W42xb9++wqhoUFAQatasyaOiHz58wJQpU4Rx1oSEBNSpUwf9+vXDgQMHEBcXh5UrVwqjohkZGWjWrBmPs7579w6///47GjduzKOi2dnZ6Nq1qzAqevPmTdSrV08YFe3duzd69uzJ6cwBAQGoVasWj4omJSVh8uTJwqhoXFwcMx48eBBxcXFYvny5MCqanp6OJk2a8Kjo+/fvceDAATRp0oRHRXNyctC5c2c4Ojoy4/Xr11GvXj0eFU1PT0evXr14VDQ4OBh+fn5qjBMnThRGRWNjY1G7dm0eFY2Pj8fSpUuZ8cGDB8jIyEDjxo0hl8uZcd++fWjSpAmPiubk5MDCwkIYFb169Srq1avHo6IZGRksx5JGRV++fImaNWvyqGhycjLGjx8vjIpKjNKoaHx8PBYvXiyMiqanpzPjrl27EB0djT179qBp06aYNm0aM3bs2BFOTk7YtGkTIiMjcfnyZWa8dOkSMjMz4e7uDisrK266f/HiBWrVqsXpzMnJyRg3bhwsLCw4+Tg6Ohq1atVixoSEBCxcuBBt2rTB7Nmz8fDhQ6SlpaFhw4b45ptvsHv3brx//x67du1ixtu3byM7Oxvm5uZwdnbGpk2b8Pr1a1y8eBGmpqacziyNDltZWXHT/bNnz5jx1KlTSE5OxtixY9G5c2csXrwYL1++xPv371GzZk0MHDgQhw8fRnx8PObPn8+Mjx49YsZevXph9+7diI6Oxo4dO9CsWTNOZ87Ozkb79u1ZUfHmzRucP3+eGS9fvozMzEy4uLiwoiIkJARPnjxB7dq1WVGRnJyM0aNHM+OrV68QFRWFmjVrYtCgQcw4d+5cVlQ8evQIqampaNCgASsqoqOjsW3bNjRv3pzTmXNyctC2bVtWVLx58wbnzp1D/fr1WVGRmZkJR0dHQaPh6+uL2rVrY+TIkcw4YsQIVlS8evUKb9++ZcYjR44gISEBnp6eaNeuHWs0UlJSYGpqyooK5Yy/v2V98cuk/8L6b0vhpAbUP/qnSeijKt7RJOspy8+WEjX/02P+ZfwyjGV5LE2MZZE+fc06/hVGTfKov5NRk6jq72Qsy7n+l/HrMap+TxPjl3rtf03Gv7OOml5XZZHCafrZ33//vdodmD+7/t0G+kLr/fv3VLNmTerevTstX76cXrx4QatWraLKlSvTkCFD6NixYxQZGUktW7akDh060Lx588jX15cOHjxIhoaG1LdvX9q/fz+Fh4eTra0ttWzZkn7++Wfy9vam69evk66uLrm7u9P27dspNDSUBg0aRA0aNKBJkybR9evX6dmzZ2RoaEj29va0fv16CggIoGnTplGtWrVozJgxdP78eQoNDaXq1aszo7TXW6VKFRo6dCgzNm/enMzNzWn+/Pn0+PFj2r9/PzMeOHCAIiIiyNramszMzJjx6tWrpKurSx4eHrRjxw4KCQmhAQMGUMOGDWny5Ml048YNevr0KRkYGDBjYGAgTZ06lWrXrk1jx45lxmrVqlGPHj1oxYoV9PLlS1q+fDkzHj9+nCIjI6lZs2bUsWNHZty3bx8ZGRlRv3796ODBgxQREUGWlpZkZmZGv/zyC/n4+NDly5cFxtDQUOrXrx81atSIpkyZwozSRMWGDRsoMDCQJk+ezIwXLlygkJAQqlatGvXs2ZMZly5dSlWrVqXvv/+eTpw4QZGRkdS0aVPq2LEjLViwgJ48eUJ79uxRY+zRowe1atWKZs2aRT4+PnTx4kXS09MjmUxGO3fupNDQUOrbty8z3rx5kx4/fkz6+vrk6OjIjBMnTqQ6derQDz/8QBcvXqTg4GCqWrUq9ezZk1auXEmvXr2iJUuWUNWqVWnYsGHM2LhxY+rUqRMtXLiQHj9+TLt37yYjIyPq378//f777xQREUHdunWj1q1b06xZs+jBgwd04cIF0tPTI7lcTrt27aKwsDDq3bs3NW7cmKZOnUq3bt0iX19fZty4cSMFBgbS+PHjqU6dOjRu3Di6ePEiBQUFUZUqVcjS0pJ+++03evXqFS1atIiqVatGw4YNo5MnT1JkZCQ1atSILCwsaOHChfTkyRPauXMnGRsb04ABA+jQoUMUERFBXbt2pdatW9Ovv/5KDx8+pHPnzgmMoaGh1KtXL2rSpAlNmzaNbt26RQ8fPiR9fX1ycnLiQMUff/yR6tatS+PGjaNLly5RUFAQVa5cmaysrJhxwYIFVK1aNRo+fDidPHmSIiIiqGHDhmRhYUGLFi2ip0+f0vbt2wXGyMhI6ty5M7Vp04Zmz55NDx48oDNnzpCenh598803tHv3bgoLCyO5XM6Mt2/fpgcPHpCenh45OztzoOLYsWOpbt269OOPP9Lly5cpICCAKlWqRFZWVrRq1Sry8/OjefPmMeOpU6coIiKC6tevT507d6bFixfT06dPaevWrWRiYkIDBw6kw4cPU2RkJHXq1IkZHz58SKdPnyZ9fX3q1asXM3p4eFDTpk1p+vTpdOfOHfLx8WFGKTxzzJgxVK9ePWb09/cnExMTsra2ptWrV5Ofnx/NmTOHqlevTiNGjKDTp09TREQEmZqaCoxbtmwhExMTGjRoEDOam5tT27ZtydPTkwMbJcY9e/ZQeHg4ubm5CYz3798nPT09cnFxoS1btlBwcDCNGjWK6tWrR+PHj6crV65oZPT09KQaNWrQyJEj6fTp0xQeHk716tWjLl260JIlS+jZs2e0adMmZjxy5AhFRkZShw4dqF27dty7cfz4cdLX16dvv/2W9u7dS2FhYeTi4kLNmjWjGTNm0N27d+nu3bukq6srMI4YMYJMTU1pwoQJdOXKFfLz8yNjY2OysbGhNWvWkL+/P/3666/MeObMGQoPD6c6depQ165dmXHDhg1UqVIlGjx4MB09epQiIyOpbdu21K5dO5ozZw49evSIvLy8yMDAgBnDw8PJycmJmjdvTj/99BPdvXuX7ty5Q7q6uuTq6kpbt26l4OBgGjZsGDNevXqVXr16RUZGRmRra6vWR/ifrH8vVr7QSk9PV+uRePv2rbBvnpubqxb29/79e2Fvv6SkRC0ALi4uTq3/ICIiQtiDTEpKUuuReP36tbC3n5aWViZG1SC9sjDGxsaqMUZGRgqMHz58UNvb18So2n/w5s0bNUbVkLp3794J++bFxcUaGVX39svCGBkZqcao2n/w5s0bYb83JyenTIyqIXWaGFXP9acYlY/5+PFjmRhVQ+o0MaqG1KkyKhQKtcdPTExUe529fv36TzNmZ2d/lrGoqEiNMSYmRtjbLyuj6jGpqalq/QdlYYyKihL29gsLC/8SY0JCglr/geoxKSkpn2XMyspSC9LTxKgapPclGVV7JF6/fi0wZmZmqn36VmUsKChQY4yOjhZ6JCRG5fWfMCq/9svKqBr2VxbG+Ph4tb5HVcbk5OTPMmZkZKj1mqgy5ufnf1VG1b7HL7H+7Vn5QisuLg4nT55kwRBQKri6efMmj96mp6fjxIkTLBgCSmU9V65c4fGz3NxcnDx5kiVIAODv7886bKBUTHT27FlB3hMZGYkzZ86wBImIcOnSJUHeExcXh1OnTqkx3rp1ixk/fvyI48ePC4y+vr4CY05ODk6ePMmCIYlR6nGQGE+dOiUwRkRE4MyZMywYIiJcvHgRPj4+zBgbG4uTJ0+yYAgolXDdunWLx6xTU1Nx/PhxliApM0qjhpoY/fz8cOHCBZYgFRUV4dSpU3j27BkzhoeHf5YxJiZGjfHWrVsCY0pKihrjo0ePcPXqVWbMzs7GiRMnEBgYyIyvXr1SYzx9+rTAGBYWhrNnzwqMFy5cEBijo6Nx8uRJxMbGCoy3b99mxuTkZBw/fhyvX7/mYx4+fKiRMSgoiBlfvnzJfRjKdVQWG4aFheHMmTMsNiQinD9/Hg8ePGDG9+/f49SpUwLjzZs31RhPnDiBN2/e8DEPHjzAtWvXeDz3U4wXLlxQY3zx4gUzhoaG4uzZs2VilOSLAHDjxg3cuXOHhXxJSUkaGa9evarGKMkXgVJxnHIdCwsLcfLkSY2MknxRYlQWG75//x6nT58WGK9fv467d++qMUryRQDw8fER6piZmYkTJ06w2BAoFcdJvSJAqSTv1KlTgtgwJCQE586dY0aFQoFz584J0sB3797h1KlTLF/8I0ZJbAiUSiuvX7/OY/d/lTE4OBjnzp1jaaAmxqioKJw+fZqlgUCpcE2ZMTExUY3x/v37uHHjBjNmZGTgxIkTLF8ESuV2yoz5+fllYjx79qwgDXz79q1GRmUhn8QoyReBUmnl5xifPn2Ky5cvs9gwLy8PJ0+eZPkiUCoI1cT4+PFjZnzz5o0a49+6vvhl0n9hfc07K3v27OE9vnbt2tHUqVOpa9euBIBvrU2YMIHFbc2aNaPJkyeTjY0N7zO6urrSpEmTWIJVv359mjBhArm5ufGepo2NDU2ZMoWlR9Ltv8GDB/MeYteuXWnq1KksC5Ju/40ZM0ZgnDJlisDYu3dvGj9+PIvbmjdvTlOmTGFGHR0dZpQEUxKjq6srM9ra2tKUKVOoSZMmBJRKkEaNGkWDBg1SY5TEdZUrV6bvvvuORo8ezXu37du3p6lTp1KXLl0ExgkTJrC4rUWLFjR58mSytrZmRjc3N5o0aRLLmxo0aEATJ04kFxcXNUZJHFerVi0aPXo0DRw4kBm7detGU6dOZSmcxDhq1Cjeu+3QoQNNmTKFGSUJ0oQJE1g41qJFC5oyZQpZWVmpMUryJmlLz9nZmfeL7ezsaMqUKSyOkxgHDBjAjN27dxcYq1SpQkOGDFFjnDp1KnXu3Flg/PHHH1k41rJlS5oyZQpZWloSAN52nDRpEtWoUYMAUMOGDWnSpEnk5OTEjPb29jR58mSBccyYMdS/f381Rkm4JjGOHDmS97zNzc1p6tSpZGFhwYx9+/b9LKOHhwdNnDhRYJw8eTL3kCkzSlK22rVr05gxY6hfv37M2KNHD5o6dSqLwqRtxz9ilLb0fvzxR5aimZmZfZJRkh02atSIJk2aRA4ODszo4OBAU6ZMYeGZtO3Yt29fgXHKlCnMKG07jhgxghk7duxIU6dOZbmfJsZWrVrR1KlTqWfPngSAtx0nTZrEssPGjRsLjBUrViRHR0eaPHkyy8Skbcc+ffpwP0PPnj1pypQpLAqTGIcPH879C506daKpU6eyqMzY2Jj69+9PP/74IwvHWrVqRVOmTKEePXowo1wup4kTJ7JIsHHjxjR58mSyt7f/LOO3337LjJaWljR16lQWa0rbjsOGDRMYp0yZIjAOGDCAxo0bRzo6OgSUyhenTp2qxjhhwgSW9DVp0oQmTZpEdnZ2zOjk5ESTJ08mU1NTAsDbjr169RIYp0yZwtJKaUvv+++/Z0YLCwuaOnUqS+mUGaW+lTZt2tCUKVOoe/fuBJRKA7/55huaOHEiC/CaNGlCkydP1sgoCUKlLT25XM6MVlZWAmP16tVp+PDhNHToUGbs3Lmz2qjzX13/SuG+0FL+lP369WvUrFmTryxzcnIQHByMjIwM4RNbSEgI/3+FhYUIDg5GUVERf9KJi4tDcHAw3y0pKSlBaGgodHR0+JN3UlISgoOD+ZMYESEsLAwmJib8SSc9PR3BwcEwNjbmK2RNjEFBQUhLS2PGd+/eCYwFBQWfZJQ6vktKShASEoKKFSvyJ0aJUfq5RITw8HCBMS0tDUFBQYKE7lN1TEtLEz4NqTIGBQWhsLCQP0XExsYiODiYP9VJdaxYsSJ/0vnw4QOCgoL404nEaGxszJ8i0tLSEBwcDENDQ2aMjIxE9erVmTE7OxvBwcH4+PEjnxOpjtIdBKmOhYWFfEcrNjYWQUFB/Om4uLgYISEhqFChAn/S+fDhAyjcjeUAAJOLSURBVP9/yufayMiIGT9+/Ijg4GDo6+sLdaxRowafI4kxNTWVGaOiohAcHMyPn5+fj+DgYBQUFAiMwcHB/HsUFxcjODgY5cuXF+oYHBzM/09ZGSMjI1GtWjV+rkuMNWvWFBiV65ifn4+goCDk5eWpMUoqeqmO5cuX5zomJiYiODiYnx9EhNDQUBgYGLAKX2KUpFzKjFIds7KyeHrrjxilekiMMTExCA4O5jucUh3LlSvHdy8lRukOl1RHQ0NDZkxNTUVQUBB0dXX5da1ax6ysLAQHB6NGjRrCp/OQkBA+13l5eQgODkZubi7f0YqOjkZISAjXsaioCMHBwXxulBmluioUCoSFhQl1TE1NRXBwMAvIgNI7rFWrVuU7g5mZmQgODkb16tW5jhKj9JrNy8tDUFAQcnJymFGqozJjSEgItLS0/pAxNDQU+vr6fBc4JSUFwcHBLJtTZpTqKDFWrVqVa/2pOubk5PBrVKqjdK6V6yid24SEBAQHB/N7ulRHfX19/p7EqCwyjIiIQJUqVdTqWKVKFWZ88+YNatWqxXXMzc1FcHAwsrOzBUZNdSQiZoyPj+f3NeU66unpcR2Tk5P5eSyt8PBwNGrUCI0bN0bTpk3VJKNfZf1Hl0T/kPU176xIDYTKMrXly5cLwre4uDgaPXq0IHzbsWOHIFPLysqi0aNHC8K3EydOkKenJwvfioqKaPz48YLw7fbt29yoVVhYSAqFgn7++WdB+Obv78+NWhLjsmXLhCao2NhYGj16tCB827Ztm8CYmZlJo0ePFmRqx48fpzlz5rBMraioiH788UdB+Hbr1i1u1JIYZ86cKcjU/Pz8uFFLYly6dKnAGBMTQ2PGjBFkalu3bhWEbxkZGTRq1CiB0cvLSxC+FRYW0o8//igI327cuEE//fQTC98UCgX99NNPAuPLly9p4sSJgvBtyZIlgvAtOjqaRo8eLTBu2bJFEL6lp6fTqFGjBJna0aNHBeFbYWEhjRs3ThC+Xb9+nWbOnMkyNYVCQTNmzBCEby9evGBGqd9o8eLFgvDt3bt3NGbMGEGmtnnzZkH4ponxyJEjgkytoKCAfvjhB0H4dvXqVTXG6dOnC8K3Z8+ecYO4xLhw4UJB+BYVFaXGuHHjRkH4lpaWRqNGjRKEb4cOHdLIeODAAWa8cuUKN4hLjNOmTROEb0+fPqXJkycLjAsWLKD169cz49u3b7lBXGLcsGGDwPjx40caNWqUIFP7/fffBeFbfn4+jR07VhC+Xb58mX755ReBcerUqYLw7fHjx9wgLvXyzJ8/XxC+vX79mhvEpX6jdevWCcK3lJQUGjVqFJ04cYIZDxw4IAjf8vLyaOzYsYLw7eLFi9wgXlxcTCUlJTRlyhRB+Pbo0SNuEJcY586dKwjfIiMjuUFcYly7dq0gfEtOTmZG6X18//79gvBNYlSWqZ0/f54bxCXGyZMnC8K3hw8fcoO4xDhnzhxB+BYeHq7GuGbNGkH4lpSURKNGjRJkanv37hWEb7m5uTRmzBiB8dy5c9wgLjFOmjRJEL75+PioMXp6egrCt7CwMG4Ql/qNVq9eLQjfPnz4oMa4Z88e4S5ITk4OjRkzRhC+nTlzRiPj7t27mdHb25sbxFWdLP/JKuvfby2i/7lU+394ZWZmwsTEBBkZGTA2Nv6iPzs/P1/QCSsUChQVFbGuWNMxmr6Xn58PHR0dQX2sekxBQYGgXNd0jKToV9a3/8v49RiLi4uFT49/N2O5cuWET12qx5SUlKCkpOSrMSpHGWg6prCwEOXLl/+PGYkIBQUF/ycZy3JMWRkVCoVwp+CfxlhcXAwi+j/L+CVeV4WFhahQocIfvvb/X2D8Uqusf7//bbD9zLpx4wbMzc1ZgAYA/fr1Y7mYtBViZmbGcrHi4mJMmjSJBWgxMTFITk5Gy5YtMXnyZE6tXLZsGcvFXr9+jYKCArRr147lYjk5Odi3bx969OjBAjQAsLS0ZLlYeno6rl27JsjFiAh9+vRhxuTkZAQGBqJVq1b45ZdfmHHixIksF4uNjcWHDx+Y8caNGygoKMCSJUvg4ODAjPn5+WjXrh3LxXJzc7Fnzx4WoEnNkD179sT333+P48ePIyMjA1euXBHkYkSEb7/9luViycnJ8Pf3Z0apqXT8+PEsF4uNjUViYiJatmzJcrHCwkIsWrSIBWhv3rxBXl4e2rZtix9++IEZd+3aJcjFiAg9evRguVhGRgYuXbqETp06CYzffPMNy8WSk5Px6tUrQS5WUlKCcePGMWNcXBzi4+PRsmVLTJ06lRkXLFjAcrG3b98iNzeXGaW07B07dsDS0pIZFQoFunXrxnKxjIwMXLhwgQVoL168gJaWFmQyGTOmpKTgxYsXLBeTGMeOHctysfj4eMTFxTGjlJY9b948ODk5MWNOTg5at27NcrHc3Fxs27aNBWjSLeUuXbowY2ZmJs6dO8dyMYnR3d2d5WKpqal49uyZIEBTKBQYPXo0vvnmG2aMiYlBy5YtWS5WWFiIOXPmsAAtKioK2dnZaNWqFTPm5eVhy5YtglxMoVCgc+fOLBfLzMzEmTNnBAGalpYW3NzcMHDgQGZ88uSJIBdTKBQYOXIkC9ASEhLw/v17NcbZs2ezXEyZUZKL5eXlYdOmTcwYGhqKkpISdO7cGSNGjGDGU6dOCXIxLS0tODs7swAtNTUVvr6+aNu2rcA4YsQIloslJCTg3bt3aNmyJcvFioqKMGvWLGZ89+4dsrKy0KpVK4wfP54ZN2zYwHKxsLAwlJSUwMLCggVoWVlZOHHihCAX09LSgpOTE8vFPn78iIcPH7IAzdfXFwqFAsOGDcO3336LPXv2IDExEW/fvoWZmRlmzJjBSdS//PILC9Dev3+PzMxMmJmZsQAtPz8f69evh42NDadlFxcXo1OnThg5ciSnZR87dowZ/fz8oKWlBUdHRwwePJgZfXx80K5dO8yZM4eTqIcOHSoI0F6/fo2WLVsKjDNnzoSrqyu2bt2K9+/fIz09HWZmZpgwYQInUa9du5YZw8PDUVxcDHNzc4waNYrTso8ePYquXbti6dKl8Pf3h5aWFuzt7TF48GBOy75//z7at2/PjESE7777Dr1798a+ffuQmJiIiIgItGzZEj/99BM3586YMQNubm6clp2WlgYzMzNMnDiRGVevXs1S04iICBQVFaFDhw4YNWoUp2UfPnyYpabKgyJ/2/pi93L+i+trbgN5eHhwUxH+p7FMWaCjpaXFzZTSPxMTEzXJjtS4Kv0zNDRUk/zUrFlTkPHo6Ohw4670r0aNGsLPrlChAjfP/RnGSpUqqTFKjavKjKoioFq1agmMurq6f4mxWrVqX4TRyMioTIxSc7FyrVUZpQa/r8GoKmIqC6OmOn6OsVy5cmqMlStXLhOjqrxKlVFPT48boD/1nK1YseJfYtRUR9XXjLGxscbf43OMNWrUUGOUGiW/Rh3Lwig1af9RHcvCKDUgf2lGfX39zzJqa2urMVavXv2zjFWqVPkso6ZzXbt2bTVGqUn7jxilhtNPMZYvX/4vMWp6n9dUR6kB+p/KaGBgwA3Qf8QoJS5L/+rXr0/r1q37j7eE/vWsfKHl5eVFAFho9OjRI7K1tRWERhcvXiQALDTy8fGhfv36CUKj+/fvk66uriA0mjhxImlra7Ms6PHjx1S9enVBaLR06VKO+l69ejU9fvyYzMzMBKHRnj17CAALjR49ekTW1taC0OjChQsEgIVGPj4+1KdPH0FodO/ePdLR0RGERuPHjxcYfX19qVq1aoIsaPHixTzRtGbNGnr8+DG1aNFCEBrt2rWLp4WWLl1Kjx494lh0SWh07tw5ZpwzZw75+PhQ7969eVpo7969dPfuXdLW1mah0b179+iHH37gqautW7eSr68vValSRWBcuHAhTwutXbuWHj9+TM2aNeOJJikgTpWxZ8+ePC109OhROnv2LAGlE01z586lBw8eUK9evZhx3759dPfuXapYsSK1aNGCGceMGcPTQtu2baNHjx5R5cqVqX79+tyDMn/+fDXGpk2bUs2aNblPZtu2bTzRtGzZMvL19aXu3bszo5eXF505c4aA0mmhuXPnko+PD33zzTdCrPudO3eYUepBGTVqlBpjpUqVeKLp2rVrNHfuXJ5oWrduHT1+/JgaN27MjOfOnaOtW7fytNCyZcvo0aNH1LVrV0GkeOrUKWacN28ePXjwgGQymcB4+/ZtqlChAosU79+/TyNGjCAdHR0WKfr6+pKJiYkgUvT09ORpIYmxYcOGgkhx8+bNzLh8+XLy9fWlLl26CIwnTpwgACxS9PHxIXd3d0GkeOvWLSpfvrzAOHz4cJ4W2r59Oz169IiMjY0FkeKvv/7KjOvXr6fHjx9TgwYNBMaNGzfytNCKFSvo0aNHZGFhIYgUjx8/LjA+ePCA3NzceFrowIEDdPPmTSpfvjyLFL29ven7778XRIoPHz4kIyMjgXHWrFk80bRhwwZ68uQJmZqaCiLFDRs28LTQihUryNfXlzp16iSIFKX3UEmk+PDhQ3JxcRFEijdu3KBy5cqxSPH+/fs0dOhQ0tXVZZHigwcPyNDQUBAp/vzzzzwtJDHWq1dPECmuW7eOGVeuXEm+vr5kbm4uMB49epQAsEjxwYMH5OzsLIgUr1+/rsY4ZMgQnhaSGA0MDASR4k8//cSMGzdupCdPnlDdunUFxjVr1vC00G+//Ua+vr7UoUMHlj2ePHmSDh8+rMbo5OQkSAqvXr1K5cqVY5Git7c3DR48WBAp+vj4kL6+viBSnDZtGk8Lbdq0iZ48eUK1a9cWRIqrVq3iaSHVYMT/ZP17sfKFVnBwsCALKikpIR8fH+Fq8vXr12pCo4cPHwointjYWCGBmYjoyZMngtAoNTWVXr16JTwBXr16JciC8vLyhATmP8OoKgtSZYyJidHIqCwLSklJERKYiUobU5VlQbm5uUK6MVFp6rCy0EgTY2RkJDe7SuvBgwdqjKrmxMePHwuMycnJQroxUWljqjJjTk7OZxmLi4vJx8dHENdFRER8ljE6OlpIYP4zjMoCwOzsbCGBmai04VtZAPgpRlVJ4YMHDwQB4Pv37zUyKgsAk5KShATmTzEqpxuXlTE8PFxgVCgUGhlV5VW+vr5qjMrpxkSlSbjKjFlZWWqMAQEBAmNRURE9ePBAjVFZpKhQKMjHx0dgfPfu3WcZP3z4oJFRWQCYmZkpJDBLjMoiRU2MYWFhgqRQYlSW6717905NpOjr6ysIABMTE4UE5rIy+vv7CwLAwsJCId24rIxRUVGfZUxISFBjfPbsmcCYkZEhJDB/ilE1OTg0NLRMjKqyx0ePHqkxKicwS4zKf5vS09OFBGai0gEEZcaCggKNjMqSQk2Mb9++VZMUPnr0SBAAxsfHq11oPH36VGBMS0tTG0v28/NTkxR+ifWvFO4LrQ8fPiAhIYH354qKihATE8MjnUDp+FlCQgKPECoUCrx//55Hv4DS8di4uDgeoQVKR/SksU+gtNEoPj6eR/iA0hHipKQkfvzs7GzExcXx6BlQOsaXmJjIxxQWFiImJobH+oDS8bP4+Hg1RmmETmKMj4//LGNcXJzAGB8fz2N2yozSGLTEqFzHgoKCTzJKY46aGD9+/FimOpaFMT4+Xo1RuY5lZYyOjuZx7k8xRkdH83ggUCpvUj3Xf7WOsbGxf8hYUlLyyXMtjZ1LjMp1zMjIQFxcHI9CAv/7fFRllMaFNdUxPz9fI2NCQoLaudZUR1VG5Tqmp6drZJSEcEDpmK8mxg8fPqgxSqOxQOloflnOtXIdiegvMWqqY0JCgsY6KjNqOteqjKmpqUIdy8oYGxurVsf4+Pgynes/quOnGFXr+P79e42vGdU6SpoE4H9f+6p1VD7Xubm5GhmVn4/FxcUa3+eV30Mlxs+9z8fGxv5pxry8PLX3eU1/i6Kjo9UY4+Li/pBROtd/xCi9ZqSxfKD0/UmZ8W9fX/wy6b+wvuadlRUrVhDwv4IfLy8vatasGd8OW7VqFa1cuZL3GYcPH05Hjx5lwZQkz9mxYwfvIUqZHZIoTMrsOHToEOno6LDgZ/fu3Sw0kraPjh49StWqVSNtbW3O7Jg5cyYB/yv48fLyoqZNm/L20apVq/j3kDI7vLy8WDAlbXFt375djVEShUlbXAcPHiRtbW1hi0uSBTVr1owZq1atyttHmzdvphkzZhAAMjU1pfHjx5OXlxc1btxY2OJatmwZAaU9BiNGjKCjR4+yvEna4tq2bRsBpT0O0haXJLhSZqxYsSJL+/bs2UPfffcdM86YMYO8vLyoSpUqwhbXtGnT1BgbNWokbHEtXbqUGUeOHEleXl4sb5IYt27dyoyDBw+mI0eOsJhJ2uJSZdy7dy8LAJs3b04zZsygo0ePUqVKlVjat3XrVpo6dSrvF0+YMIG8vLyoYcOGAuOSJUt431ka8+7QoYOwxbVlyxaB8ejRoywJbN++Pc2ZM4cOHDhAFSpUELa4JLmetA139OhRMjExERgnT57MjBMnTiQvLy9q0KCBsMW1ePFigdHLy4vat28vbHFt3ryZAAhbXJIkUNqGkxil7aN9+/axXE/a4jp69CgZGxsLW1yTJk0i4H/Fgl5eXmRqaipscS1cuJD3+EePHk1eXl7Utm1bgXHjxo3MOGTIEDp69CiL46Qtrv3791P58uWFLS5JXNeyZUuaOXMmHTlyhIyMjIQtrokTJxLwv9I+Ly8vqlevnsC4YMECZhwzZgx5eXlRmzZthC2uDRs2cI+DxCiJ48zNzWnevHm0b98+KleunLDFJUnhpC2uI0eOkKGhoZBnNn78eGacPHkyHT16lOrWrStscc2fP5+A/5X2eXl5UevWrXmLS5Vx6NCh5OXlxVI2aYtr7969VK5cOTIyMmLG3r17EwDe4jp8+DD3YEhbXOPGjSOgVNo3efJk8vLyojp16ghbXHPmzGHGsWPHkpeXF5mZmQnbcOvWrSPgf4V4R48eZSmbtMW1Z88e0tLSEra4vvnmGwJKhXgSo76+vrDFNXbsWGacMmUKeXl5Ue3atalixYrM6OnpScD/CvGOHj1KZmZmwhbXmjVr1Bi7devG20cLFiyg3bt3k5aWFkv7fv/9d5LJZMw4a9YsOnz4MOnp6Ql5ZqNHjyYAvMWlPK7+n6x/t4G+0Bo5cqTQiOTk5CQ08LVo0YKfDEBpU6yjoyOZmJgIjUjSHwLgf02ryg1TNWvWJAcHB24Wld4QJVus9Ibo6OgoNGxJwVrS14aGhn+JsUGDBgKj9IYo2TklRnt7e24Wld4QJVusxOjk5CQ0bHXo0IGNtp9ibNmyJVt3/4hR+mMlMdrb2wvNu7Vq1SIHBwc1RsnEqlxHZUYpRO1zjJLRFihtipX2jKXvNWzYUCOjctNprVq1yN7enhtapTdEycQqvWk7OjqyVVNilIy2QGmjpLOzs8BoZmamxujo6KjGKFl3JUYHBwehWbJ27dqfZaxatapaHTt27MhGW4nRyclJaNZs1aoVW3c/VcdGjRoJjNKev3IjYp06dQRG6U1bssVKjKrPx06dOrEt9lOMrVu35g8cQGlTrCpj48aN1RgdHByERkRNjJaWlmw5BUobZ1XPtYWFBdtigdKGU2dnZ6GhtHXr1vyBQ5lRuVG7SZMmfPGkzKhcx7p165KdnR03YkofxCTLqTKj8lCAJkbVOrZp00Yjo3IdmzRpwhdPyudauY5lZXRwcBAYO3fuzEZboPSDmJOTk1DHNm3a8IcioLQpVupXkb7XtGlTgVFbW1uNsV69emRra8uNqeXKlSNra2s2lwOlHxZV69i5c2e2xX6KsW3btvyhSGJUPddNmzblC7yyMkofFpWb2WvUqKHG2KVLF2revLnAOGjQILp06dLfZrD992LlM2v37t2CKCw/P58GDBggiMLOnj3LTZpZWVlUUlJCI0eOFERhDx8+5E+H0n76jBkzBFFYZGQk9e3bVxCFLVu2TJBwJScnU+/evQVR2M6dOwVRWF5eHg0YMEAQhZ05c4YbILOzs6mkpIRGjBghiMJ8fHxoyJAhAuP06dMFCVd4eDgnSUuMS5YsERiTkpKod+/egihs+/btgigsNzeX+vfvL4jCTp06JYjCSkpKaPjw4YKEy9vbmxsgJcapU6cKjGFhYdxcKDEuXrxYEIV9+PCBGaW+hG3btgmisJycHOrfv78gCjt58iQ3QEqMw4YNExjv3bvHDZDSfvqUKVMEUVhISAh/OpT6EhYtWiSIwhITE6l3796CKGzLli3cAFlQUEA5OTnUr18/Wr9+Pe/5Hz9+XBCFFRcX0/fffy+Iwu7evavGOHnyZFqwYAEzBgcH86dDaT99wYIFnHZdXFxMCQkJaoybN28WRGHZ2dnUr18/QWZ27Ngx+uGHH9QYlUVht2/f5gZI6bU9ceJElpkpFAoKDAzkT4cS4/z58wVRWHx8PPXu3VsQhW3cuFH4dJiVlUV9+/YVRGFHjx4VRGHFxcU0ZMgQgfHmzZvcAJmRkUEKhYImTJggiML8/f3VGOfNm0e//vorM8bGxlLv3r0FUdiGDRsEUVhmZiYzSn0Jhw8fFkRhRUVFNGTIEKEB8vr162qM48ePp0WLFjGjn58fN2lKfQlz5swRRGExMTFqjOvXrxdEYZmZmdSnTx9BZnbo0CE1xu+++45WrVpFoaGhpFAo6Nq1a5wknZmZSQqFgsaNGyfIzF6+fEkDBw4UGD09PWn27Nn06NEjKi4upujoaOrduzft3r2bAx7Xrl1L06dPZ8b09HTq06cPbd68mXsNDx48yEnSubm5VFhYSIMHDxYYr1y5wknSEuMPP/xAixcv5l7D58+f811pqdfw119/5STp4uJievfuHfXp04f27NnDvYarV6/mwYtPMR44cEAQlBYUFNCgQYMEQemlS5fUGMeOHUtLlixhxmfPnvFdaYlx1qxZgqA0KipKjXHVqlWCoPRLrX+lcP+uf9e/69/17/p3/bv+0etfKdwXWnv37sW0adNYnFVQUIDvvvuOpVQAcP78efz4448spVIoFBg7diwLn4gIjx49EqRUAPDzzz+zlIqI8Pr1awwaNIiFTwCwcuVKFj6VlJQgJSUF/fv3ZykVAOzevRvTp0/H7du3UVRUhPz8fHz33XcsfAKAs2fPClIqhUKBMWPGCIwPHz4UhE8AMHPmTJZSEREiIiLUGFesWAFPT09mTE5OxoABA1hKBQC7du0SpFR5eXkYPHiwwHjmzBkWPkmMo0ePZikVEcHHx0eN8aeffmIpFf1P9o+ylAoAli1bxlKqkpISJCUloX///iylAoAdO3YIwqfc3FwMHjyYpVQAcOrUKUFKpVAoMGrUKJZSERG8vb0FKRUATJ8+naVU9D+ZNcpSKgBYunQpC59KSkrw4cMH9O/fn6VUALB9+3aNjJKUCgBOnjwpSKlKSkowcuRIllIBpWmtylIqAJg2bRpLqYgIISEhgpQKABYvXiyIsxITEzFgwACWUgHAtm3bBClVTk4OBg0axFIqADhx4oQgpSopKcGIESNYSgWUJocrS6kAYOrUqQJjUFAQvvvuO3h5eTHjokWLMHfuXDx58gQKhQIJCQno378/9u3bx5kwW7ZswcyZM3Hv3j0UFxcjOzsbgwYNwrZt25jx2LFjmDhxIq5du8aMw4cPFxhv376N0aNH49y5c8jOzgYRYfLkyVi2bBkngwcGBqoxLly4EPPmzWPG+Ph4DBgwAPv37+cG5s2bN2PmzJm4f/8+Mw4cOBDbtm3jzCwvLy9MmjSJRZPFxcUYPnw41q1bx8ngN2/eZMacnBxmXL58OTP6+/tjyJAhOHbsGDdiz58/n2WYCoUCcXFxaowbN24UZJhZWVkYOHAgyzAB4MiRI2qMw4YNw/r165nxxo0bggyTiDBx4kSWYRIR/Pz8MHToUIFx3rx5LMNUKBSIiYnBgAEDWIYJAOvXrxdkmBkZGRgwYADLMAHg0KFDggyzqKgI33//PcswgdIUZEmGKTGOHz9ekGG+ePGChZ1SA/GcOXOwYMECZnz//j0GDBjAMkwAWLdunSDD1MT4+++/swyzoKAAhYWFGDp0KMswAeDKlSuCsFNiXLlyJTM+f/5ckGECgKenJ8swFQoF3r17p8a4du1almEqN73/beuL3cv5L66vuQ2knDRpbGxMrq6uQo9A69athX1CPT09cnV1VdvblhJEgf9Nv1TuWalbty45OTlxr4W0t920aVNhT9bFxUXYf7ewsKAOHTqoMaruv3+OsUmTJtwEqsyo3A8iMSrvv1tZWQl9NdWrV/8so4mJCbm5uantbUvNavifPVlVxqZNmwqMUpOxcj9IvXr1ysyo3CPQuXNnat++vcDo6uqqtm+s3PvzKUZbW1s1RuV+kHr16pGjoyPvv0v7xsp9NdWrVydnZ2eBsUuXLkJ/UqVKlcrMqLy33axZM6E/SWoyVu5jMDU1VWO0sbERelZq1KhBzs7Oanvbyr0/EqPyuW7Xrp3Qn2RgYKCRUbWOrq6uwv57/fr1NTIq96zUqFGDXFxcmFFqMlbu/dFUR02Mkr9E+l7z5s2FOuro6JCLi4sao4ODg9AjYGtry+nBQGkv2OcYK1eurMbYvn17oT9JUx1btGgh9FBJjKq9YI6OjmqMyn01tWrVImdnZ7WeOuX+JIlRtadOuT/J0NDwLzMq11HqqVPuWdHE2L17d6GvpkqVKhoZlfuTJEbVfjXl/iRdXV01xoYNG3Kzv8Rob29PdevW5e/Vrl1bI6NyX40mRnNzc4HRyMhIjdHMzEzoT9LV1SVXV1eBsVGjRhoZlftqNDH26NFDjXHo0KHk5+f3H/+N/Td1+QutNm3aoFy5cujZsydkMhns7OwwePBg6OrqwsPDA3K5HB8/fsSjR49gYWEBuVwOV1dXTJkyBWFhYXB1dYVMJoORkRHu3LmDNm3aQC6XQy6XY/ny5bh9+zacnJwgl8vRrFkz3Lt3D02aNOFjTpw4gffv38POzg5yuRydO3eGq6srqlWrBplMBrlcjmfPniEgIAA9e/aEXC6Hra0tBg0ahKysLHh4eEAmkyElJQWPHj1C586dIZfL4eLigkmTJiEiIgKurq6Qy+UwMDDA3bt30bZtW/7ZS5cuxb1795ixSZMmuHv3Lpo2bcqMXl5eiImJga2tLeRyOSwsLJhRLpdDJpPhyZMnCAwMZEYbGxsMHDgQ2dnZXMekpCT4+vqiS5cukMlkcHFxwcSJExEZGQk3NzfI5XLo6uoyo/T4ixYtgre3NzM2btwYd+7cQbNmzfjxjxw5gpiYGK5jp06d4OLigho1avDv6uvri6CgIFhaWkImk8Ha2hoDBgxAXl4eMyYkJODx48fo0qUL5HI5nJ2dMX78eLx584YZtbW1ce/ePbRr144ff8GCBXjw4AGcnZ0hl8vRoEED3L17lxnlcjl+//13xMXFwd7eHjKZDB07dmRG6ZgHDx4gODgYlpaWkMvlsLa2Rt++fWFoaMiMcXFxePLkCTM6Ojpi/PjxiIqKYsby5cvj/v37zCiXyzF37lz4+vrC2dkZMpkMDRo0wJ07d9C8eXM+Zv/+/YiPj4e9vT3kcjnMzc3h7OyMmjVr8jHe3t4ICQmBlZUV5HI5LC0t1Rijo6Px9OlTZnRycsIPP/yA6OhoZtTS0sK9e/fQvn17/tmenp54/Pgx17FevXq4c+cOWrRowbXeu3cvTpw4wYwdOnTAgwcPUKtWLf45d+/eRWhoKKytrSGTyWBlZYXevXvDyMiInw/v3r3D06dP0bVrV67j2LFjERMTw4wAcP/+fXTo0AFyuRweHh6YPXs2nj17xox169YVGKXYg1OnTsHBwQEymQzt27eHj48PateuzcfcunULYWFhQh179eolML59+xbPnj1Dt27dIJfL4eDggNGjRyMuLg7u7u6Qy+UoKSmBt7e3wPjrr7/i+fPncHFxgUwmQ+3atXH79m20bNmSH3/79u04c+YMHBwcIJfL0a5dO/j4+KBOnTp8zM2bNxEeHg5ra2vI5XL06NEDvXr1gomJCTNGRkbi+fPnAuOoUaOQkJAAd3d3yGQyFBcXw9vbG+bm5sz4888/4+XLl3BxcYFcLkfNmjVx584dmJmZ8c/etm0bzp07x4ytW7eGj48P6taty4xXr15FZGQkbGxsIJPJ0KNHD3zzzTeoVKkSZDIZZDIZwsPD8eLFC3Tv3p0ZR4wYgcTERK5jfn4+fHx80LFjR8jlcri5ueHnn3+Gn58fM1arVg23b9+GmZkZP/6mTZtw8eJFODo6QiaToXXr1vD29ka9evX4OXv58mW8fv0aNjY2kMvlzCExyuVyhISE4OXLl/zf7OzsMHz4cCQnJzNjbm4uHjx4IDDOnDkT/v7+/LdIYmzVqhU//oYNG3D58mU4OjpCLpfDzMwM9+/fR6NGjfj3uHDhAt68ecOMMpkMjRs3/vv+GP/Hl0X/gPU176y8evVKEOHk5+eryXqCg4O5mYuoVHjm7e39WXHcgwcPBFlPbGwsN3NJS5M4TlXW8/LlSzVxnNTMJa2goKDPMkZGRn6WMSYm5rOMKSkpanI7Vcbc3Fzy9fVVY1SV22liVJXbaRLHqcrtHj9+rMaoKrd78eKFRkZV4dnnBHwRERFqjD4+PmriuLLI7VQZnz9//lm5XWBgoJrcTrWOmuR2qozv379XY/T19RUYk5KS1OR2qozZ2dlqjAEBAZ8V8IWHh5eJUVVuV1ZGVXGcqoBPkziuLHI7TeI4TYyq4jhVAd+zZ88+K7fz9/f/LGNYWFiZGFXldo8ePRIYExMT1eR2qoyZmZllYtQkt1MV8Hl7ewuMUVFRn2VMSEjQyKgqjlOV2/n5+QkCPk1yO03iOG9vbzUpm6rcTpM4TlVu9/TpU4ExPT2dE7GVGVXFcaqMISEhn5XbvX37Vk1u9/DhQ4ExPj5eTW6nKo77UuvfOytfaFWtWhWVKlUSvteoUSMh1dPExATVqlUTjqlfv76QmGlgYAATExPhmLp16woplrq6ujA2NhbSMGvWrAlDQ0P+ukKFCmjQoIFwTNWqVdV+tipjpUqV1BgbNGggMBoaGqr9rpoYTUxM/pCxYsWKqF+//h8yamlpoWHDhmqMVatW/SKMqsdoqqMqY7Vq1dT+v4YNGwrJo5oYVc+1kZGR2s+pV6+ewKinp4fKlSsLx9SqVQsGBgb8taY6Vq9eXWMdP8eoqY6qj6+JsUqVKsIxtWvXVmM0NTX904yVK1fWyKicgm1kZKT2+JoYVX9OWeuo3MxXrlw5jYzKj6+lpVVmRuU0cX19fbXXXu3ataGvr89fa2tra6yjMqP0+MqMVapUUXv8hg0bqjGq1kiVUU9P74swaqqjJkZNdVRlNDU1Vauj8mtYE6OOjo5GRiMjI4FRUx1VXw+q70/GxsZqNTI1NRWSug0MDDQy6unp8dfa2tqoV6+ewFijRg2BsXz58n+JUdPfIlVGfX194bEAoE6dOgKjjo7OZxn/9vXFL5P+C+tr3llZvnw5VatWjcfqEhISqGHDhmRhYcFjdQcOHGCR2qFDhyghIYEsLCxY9vbo0SO6ceOGIHuLj48nDw8Patq0KY/++fn58Yy/NLI2btw4lr1dvnyZoqKiqHLlyiykCw0NpcWLF7Ps7dSpUxQfH08NGjRg2durV69o3759guwtMTGROnbsSG3btmXGa9euCbK3hIQEcnNzE/KMXr16JTC+e/eOxo4dyyK1y5cv09u3b6lSpUosewsLC6NFixYx4+nTpyk+Pp5MTU2pS5cuzLhnzx5B9paQkMD+E2ms7urVq2qMLi4uLHu7c+cOvXjxgvT09Fj29u7dOxo9ejQzXrlyhd68eUMmJiZkY2PDjAsWLBDyjOLj46levXose/Pz86Ndu3YJjImJidS+fXuWvfn6+tLly5cF2VtiYiI5OTkJmUvPnj3j3qEtW7bQ+/fvaeTIkSx7u3r1Kr1+/ZqMjY1Z9hYeHk7z5s0TGOPi4qhu3bose/Pz86MdO3YIsrfExERq164dMz5+/JguXrwoZC4lJiaSg4ODkLmkzLh161Z6//49DR8+XCOjJHsLDw+nOXPmCJlLcXFxVKdOHWb09/enbdu2CZlLCQkJ1KZNG5a9PXnyhM6fPy8I6T58+EB2dnZC5tKTJ09IT0+PZW/R0dH0/fffs+zt2rVrFBERQUZGRswYERFBs2fPZtnb2bNnKTY2lmrXrs2yt4CAANqyZYsgpEtMTKTWrVtz5tKTJ0/o7NmzguwtMTGRbG1thcylx48fqzEOGTJEyFwKDw8nIyMjlr1FRkbSrFmzmPHcuXMUGxtLtWrV4sylgIAA2rRpE8vejh07RgkJCWRmZsZCuqdPn9Lp06cFxg8fPpC1tbWQZ/To0SPS09Nj2VtMTAwNHjyYhXTXr1+nsLAwMjQ05MylyMhI+vnnn4U8o5iYGKpZsyYL6QIDA2nDhg0CY2JiIrVs2ZJlb8+ePaOTJ08KQrrExESysrJiRm9vb3rw4AHp6emx7C02NpYGDhwo5BmFhoaSoaEhOTg48Dj/jBkzhDyjmJgYql69OsvegoKCaO3atULmUkJCAjVv3pxlb8+ePaNjx44JsrfExETq2bMnC+l8fHzIx8eHRWoSY79+/YQ8o5CQEDIwMGDZ25s3b2jatGlUp04dZoyOjqbq1auz7C0oKIhWr14t5BklJiZSs2bNmPH58+fk5eXFsjeJsXv37ix7e/DgAd2/f1+QvcXFxVGfPn2ocePGzBgUFEQGBgacZ/TmzRuaMmWKkGekfMf9P1n/GM/KnTt3qH///tSkSRM6d+6cxmPu3btHbm5u1KpVK+rVqxe9ePHiTz3G17xYGTRoEDcVVa1alfr37y80C3bq1IlNtEBpg2vfvn2FpsvWrVtTr169+Gs9PT3q1auXkOrauHFj6tu3LzcLSg2uyvKqunXrUv/+/bnpUmoeVW6erVatGvXv319oxLOwsFBj7Nevn8DYpk0bjYzKTcBNmjShfv36CYzOzs5CA5vEKDULSozKzbPVqlWjAQMGCIydO3dmWy5Q2uDar18/oRGvTZs2bIOUGL/99luhCbhp06bUt29fbsSTmkeVm8Pq1aunxmhtbS00plavXl2tjpoY+/btKzC2bdtWYNTX16fevXsLTcCfYlQWQ6kySk24yk2fEqNyI16XLl3I0dHxD+vYrl07ksvlAmOfPn2EBttmzZpRnz59BEZXV1dq1qwZH2Nqakr9+/fnRjypwVW56bNGjRoCo9Q8qtzkV6lSJerXr5/QLNiuXTu2agKlzaN9+vQRmlebN2/OllVlRuWmdE2Mtra2QtPnpxiVm+I1MbZv375MjH379uWvJYuucsN3/fr1NTIqN1TWrFlTjbFbt25Cw3nlypXVzvWnGJWbLlu0aCHUUbLoKjd8169fn/r168cDAOXLlyc7OztB+FZWxv79+wuMHTp0ENLtpYsWZcaWLVuqMXp4eAgN3w0aNBAYpeZRZZlarVq11Bi7d+8uNEpLjMrn2tzcnNzd3T/LKBl1AbChVrmZumHDhhoZlQcQJEZpSEFqcFVuQq5SpYpGRjc3N/5aMv0qv8+bmZlpZFRuppYYpSEFSRqpPIBQu3Ztmjp16hfJCvpHbAOtX7+ex3pPnjwpZINIS2pEmzVrFhYtWoQDBw7A1tYWr169QpMmTb4mXpmWi4sLGjZsCJlMhm7duqG4uBg//vgjevToAQ8PD9SpUwcXLlzghiorKytUqFABkydPRsuWLSGTydCoUSP4+vpyg5+9vT309PTg6emJSpUqQS6Xo2XLlnjz5g0MDQ0hk8ng7OwMY2NjrF69Gnl5edwomJqaCh0dHbi4uMDNzQ1Vq1bFvn37uMGta9euKCoqwvjx49GzZ0+4u7ujTp06OH/+PDdUWVlZoXz58pg4cSJatWrFjI8ePULt2rUhk8mYcfbs2ahSpQrkcjlatGiByMhIGBgYcHOpkZERVq1ahfz8/P+vvfOOiupq3/YNSBVQsPcajRp7iTX2KEVjNDFVYzTGmsTYooklatSoiJWgosEZNIrYxd4Qxd5RxIYUQarS+/B8f8x79m82Z4yYWDDfc631rvWekz3M5RkYtp5n7ls4JiYmwtLSEr1790bv3r1RpkwZrF27VgzgtmnTBrm5uRg1ahQ6duwIFxcXVKpUCTt37sQ777wjBh4Vx0aNGsHV1RU1a9bEqVOnxIBf165dYW1tjZ9++kkM89avXx937tyBnZ2dGNy0s7PDggULkJubiz59+qBp06ZISEgQjk5OTnB0dISXl5cYbjV07NSpE1xcXFCxYkVs375dDEl37NgRZmZmGD16tPCuWbMmAgMDxYBf165dYWVlhcmTJ4tB2fr16+PWrVsqx99//x35+fli4DI+Ph6WlpZwcnJC79694ejoiDVr1ohhwjZt2iA7OxujRo3Ce++9Jxy3bdsmBmc7dOgAU1NTjB49Gk2aNBGDsydOnBADforjpEmTULFiRbi6uqJ+/foICQlBqVKlhKOtrS3mzZuHgoICMXAZFxencly1apUYdm7dujWysrIwevRodO7cGS4uLqhQoQL8/PzE4KyhY9OmTeHi4oIaNWogICAA1atXF0PjVlZWmDhxohhCrVevHm7evCmGEBXHuXPnAgD69OmDxo0bIzY2FpaWlnB2dkbv3r3h4OAAT09PMQDbunVrZGZmYsyYMejSpQucnZ1RoUIFbNmyRQx8dujQASYmJhg5ciSaN28OV1dXVK9eHceOHUONGjXg6uqKLl26wNLSEhMnTkSVKlXg6uqKevXqITg4WFzHHj16wNbWFr/99htMTEyE46NHj2BlZQVnZ2f06tULDg4O+OOPP8Twe6tWrZCZmYnRo0eja9euwtHX1xctW7aEq6srOnToAAAYNWoUWrRoAVdXV1SrVg1Hjx5FjRo1xHW0sLDAhAkTxOv/1ltv4dq1a3BwcBCOJUuWxOzZs1GiRAn06dMH77zzDmJiYsQHC3r37o3SpUvDw8NDDMm2atUKGRkZGDNmDLp16wZnZ2eUL18emzZtQsuWLcUALgCMHDlSeFerVg2HDx8Ww5ydO3eGhYUFfvzxR+Fdt25dXL16VeU4a9YsWFhYwNXVFe+88w4ePnwIa2truLi4oFevXihdujRWrFghBkJbtmyJ9PR0jB07Ft27d4ezszPKlSuHjRs3imHvdu3agYgwcuRItG7dGq6urqhatSoOHjwoPvzw3nvvwcLCAuPGjUOtWrXg6uqKunXr4vLlyyhTpowY0i1ZsiR+/fVXWFlZieHaqKgo2NjYCMdSpUph2bJlePz4Mfr06YMWLVogLS0N3333neS4YcMGMaTctm1bFBQUYNSoUeIDCVWqVMH+/fvFhx86d+4Mc3Nz/PDDD6hTpw5cXV1Rp04dXLx4Ubxfdu/eHTY2NpgxYwZsbGzQp08fNGzYEBERESrHpUuXIjk5WQzWG96iehW81FC43Nxcca/MxMQEPj4++PLLL6U1/fr1Q0ZGBg4fPizONWzYEJ07d4anp2eRnodD4RiGYRjmzaNYhMIZDvU8jYCAAPTq1Us65+TkhICAgJdk9Xzs27dPhBkB+pbbFStWiDAjAAgMDBRhRoC+ndXT01OEGQHAlStXpDAjAPD29haBSwAQFhaG9evXS622vr6+IswI0Ldqenp6iqAgANi7d68IMwL0zacrV64UYUaA/uOVhR3/+OMPyfHy5ctSmBEA/PnnnyLMCADu3bsnBS4B+vAsJcwI0DfBGoYZAYC/v7/kmJWVpXIMCAgQYUaKo4eHhwgzAoBLly6pHNetWyfCjADg7t27UpgRoA/PMnSMj4/H6tWrJcc9e/bg8OHDotU1MzMTK1euFIFLAHD8+HGjjjdv3hSOFy9elAKXAGDt2rWS4507d6DVaqWm002bNuHUqVOiMTUuLg6rV69GdHS0WLN7926jjmFhYWLNsWPHsGfPHuGo0+mwcuVKyfHChQvw8/OTGlvXrl2LS5cuiTW3b99WOf7111+SY2xsLNasWYOYmBixZteuXSJEEQAyMjJUjkePHhUhioaOISEh4vnPnz+vcvTy8pIcQ0ND4ePjI7VFb9y4EUFBQcLx0aNHKsedO3fi6NGjwjE9PR0rV64UQY8AcOTIkWc6njt3Tgp6JCKsWbNGBD0CwK1bt4w6KiGKgL7R1jDoEdAHOSpBj09zPHz4sAh6BPRtwStXrhRBjwBw9uxZbN26VfzLtuKohCgCQEhIiBT0CAAbNmyQHKOjo6WgR8VRCXoE9G29Hh4eIugR0Ae+GXNUQhQB4MyZM1LQIxFh9erVkuPNmzelEEVAH+amBD0C+gZ2w6BHQB82qYQoAvpfjoYhigBw8OBBEfQI6BuNV65cKUIUAeD06dNSiCIRYdWqVSLoEQBu3LihctRqtSJEEdA3hxsGPQLAtm3bJMeUlBT88ccfkuOBAwdEiCKg/8eAFStWSI5BQUFGHZUQRQC4fv26FPQIABqNRnKMiIiQQhQBfSCmEvT4WvjXN5yKCADy8fGRzqWmpho9v3DhQrK1tX3q18rOzqaUlBTxv6ioqCLd8/onKK2iyoDa4sWLxYyEMkSntKMq96Pd3d3FPUBliE5pzDRsTFUClZQhurlz55KJiYm4jzp37lxx31wZUFu4cKG436oM0SlNuIaOyoyEMqCm/DmUxtQlS5aIQCVliG7q1KnSfVR3d3cxj6IM0Smtw4atrkp4l+K4YMECcb9VGaL7+OOPpXu9ykCboePIkSOFo4uLC7m7u4tAJWWIbsqUKZLjkiVLxKyH0upq6KgM0Sn3pJUhugULFojZH8VRacJVhujc3NzEHIcyRKc0uCqOS5YsEYFKSqvrTz/9JN3rXbp0qZj1UAb9jDkqoVPKEJ2hozJEp8w/GHNUWl2//fZb6X60u7u75Pj999/T5MmTCYDU6qrMeihDdEozsmGrqxI6ZeiozNW0bNmSfv31V3FPXBn0c3NzE3McyqCf0jKrDPq5u7uLMjWl1XXSpEnCURn0U0ozFcdZs2YJx44dO9KCBQvEDFfZsmVp8ODBtGDBAjEPojj269dP5ajMHzRq1IimTJkiWmatra2pT58+5O7uThUrVpQclcZzZcZs6dKlYtZDaWo35qjMRynD+7///rtwVIb3ldkne3t7GjhwILm5uYn5A8Vx6NChwrFv3760ZMkS4VinTh0aN24cTZgwQeWozHoow/tKw7Rhm7wyH6W0yf/+++9i1kJxVGaflOF9Q0flAwZKGazyAQPD66gM7yut7EqIYlEdldkjZXjf0FH5gIEyD6OU7y1atEjMzCjD+1999ZVw/OCDD8jd3V3MFCpt8koruzJjtnTpUhFAqAzvKy3Yhm3ySkmiMhg/f/58MQ+iDO8rsybK8P6iRYvEPEqTJk3o559/pkGDBhEAMby/ePFiMVOoDO8rreyK45IlSyTH0aNH0/Tp04WjMryvzPUojvPmzSNTU1MxvzVnzhzq1auXcPzss8/I19dX+tj0P6WoMyuvNW5f2cUZfqQS0P+LjLJTNsb8+fNRqlQp8b9q1aq9NEdHR0fY2Nige/fucHJygpOTE8zNzVG3bl04OzvDyckJDRo0gIWFBTp37gxnZ2c4OzvD3t4eVatWFY9p0aIFTE1N0b59e/G48uXLo1y5cujduzecnZ3RsWNHmJqaolWrVnBycoKzszOqVKmCUqVK4f3334eTkxPef/99mJiYoHHjxuLr1KxZUzgq5xRH5fkLOzo5OUmOzs7OaNGiBczMzNC+fXtxrly5cihfvrz4Osp8QevWrcXXqVy5snB0dnZGz549YWJigiZNmojHKY49evQQswMlSpTAW2+9Ja5Z/fr1haPy/HZ2dqhWrZp4rmbNmsHMzEzM4zg5OQlH5Toqjm3atBHPX6lSJZQuXVrM+vTo0UM4Ks9fo0YNlCxZUrzWzs7OKFGiBOrVqyeeq169erCwsBCzDU5OTsJReUzTpk1hZmaGjh07iucvfB3btWsnHJXnVxyV17pHjx4AgKZNm4rnql69OkqWLCmuo5OTE8zMzFCvXj3x/G+99RYsLS3RtWtXcc7W1hbVq1cXj2nSpInqOpYtWxYVKlQQczyFHZ2cnFCxYkU4ODigV69ecHZ2Rvfu3WFiYoJmzZqJP1v16tVha2urcqxfv774syqOynV0dnZGyZIlUaNGDcmxRIkS6Nixo8pR+XMpju+++654/sKO3bp1E47Kc1WrVk1y7N27N8zMzPD222+L5zK8js7OznBxcZEcnZ2d0bhxY5QoUQKdOnUSTmXLlkXFihXFcdu2bYWj8jhDRycnJ+HYvHlz8fyKY8+ePY06Ojs7o27durCyskK3bt3En9/GxgY1a9YUa9555x3haHgdK1asKF7rd999F6ampmjbtq1YU6FCBTg6Oqquo+Lo7OyMqlWrws7ODj179oSTkxN69eoFU1NTNGjQQKypU6cOrKysxHV0dnaGlZUVatasKZyNOTo6OqJSpUriOrZp00ZyVOZ2ypQpI/4cXbp0gYmJCVq0aPFUx969e8PExAQNGzYUz684KrM2Tk5OsLKyQq1atcTzGzoazmhVrlxZfJ1WrVqpHCtWrIgyZcqI17pz584wMTFBy5YtxeMMHZXX2tDR2dkZtWvXFtdReZylpSVq164tnBs2bAhzc3O899574vlLly5t1LFdu3biXPny5cV1dHZ2RufOnWFqaooWLVpIv4vs7e3FdezWrZv0semXzr/eFhURGPkXFJ1OR5aWluTh4SGdnzZtGlWrVu2pX+tV/stKaGio9BGt7OxsVSjavXv3pMAxnU6nCniKjIyUAseI9KFThjvT2NhYKXCMSB84Zxjm9eTJE1VwW2hoqBSUlZWVpQpFK4pjRESEUUfDYKJHjx6pHG/cuCE5Pn78WBWKVtgxMzPTqKNhmNe/cTQMHCuq461bt1SOhUPR7t69+0zH8PBwKRTNmGNMTIxRR8OgrKSkJFUoWmHHjIyMZzrm5+ergrJepKNh4JjiaBjmlZGRoQpFu3v3rhTm9TRHw8AxIn3AWGFHw8AxY46JiYnPdExPT1cFjt25c0flWDjM68GDB5JjQUGB6jpGR0cXydEwFI1IH/Bl6JiWlvZMx7y8PKOOhoFjT3M0DEUj0ocLGjomJCRIgWOKo2HgWFpamioU7c6dO1LgWF5enipwzJhj4df64cOHUiia4mj4HhofH/9Mx9TUVJXj7du3Jcfc3FyVY1hYmFFHwzVRUVH/yPHmzZuSY0pKiiq4rbBjTk6OUUfD34PKa/0sx8K/i+Lj40Wz9tMcXxTFrnX5aQO27du3R506deDj4yPOde3aFQ4ODti+fXuRvjYP2DIMwzDMm0exGLAtCiNHjsS2bdtw+vRpAPohx5MnT2LUqFGv2UzPihUrpObXzMxMuLq6Ss2vvr6++Pzzz8XQkk6nwyeffCI1vx4/fhwffvihNLQ0cuRI0U6bn5+PkJAQODs7S82v06ZNk5pfY2Nj0bt3b6n5ddmyZRg2bJhwzMjIgKurq9T8umnTJqn5VafTYeDAgZLjsWPH0L9/f6lVdcSIEVLz682bN4Wj0qr6yy+/YOzYsThw4ABycnLw6NEj9O7dW2p+Xbp0qdT8aszxr7/+kppfdTodPv74Y6n59ciRIyrH4cOHY9KkScIxODgYzs7OUvPr1KlTpebXmJgY9OrVS3J0d3eXml+V3iLD5lcfHx/JMT8/Hx999BFmzJghHA8dOoQBAwZIw9LffPON1E577do1uLi4SMPSU6ZMkZpfo6Oj0atXL6n51c3NTXJU+p8Mm1+1Wq3U/Jqfn48BAwZI7bQHDhzARx99JA1LDx06VGp+vXr1KlxcXKRh6cmTJ0uOUVFR6N27t9T8umjRIqn5NTU1Fc7OzpLj+vXrMWjQIOGYl5eH/v37S82v+/fvx0cffSQNS3/99deS4+XLl+Hq6ioNIk+aNEm00+bm5iIyMhK9evWSHBcsWIBvv/1WOKakpMDZ2Rm///67GET29vaW2mnz8vLw4YcfSo579+7Fxx9/LAaRiQhfffWVaKfV6XS4ePGiynHChAn44YcfhGNERAR69+6NZcuWiUHk33//Hd9++60Ylk5OToaTk5PkuG7dOgwePFgMIufm5uLDDz/Er7/+KgaR9+zZY9RxypQpwvHChQuis0gZRB4/fjx++OEHMSwdHh6ucpw3bx5GjBghBpGfPHkCJycnLFiwQAwie3l5qRz79euHWbNmCcfdu3dj4MCBYhCZiDBo0CBMmTJFDEufO3cOffv2lRzHjRuHcePGiWHpsLAw9O7dG8uXLxeDyHPnzpUa5x8/fgwnJyepcX7NmjX46quvxLB0Tk4O+vXrh9mzZ4th6Z07d+KTTz4Rg8hEhC+//BJTp04Vg8hnzpxB3759pWHpH374QWqcv3//Pnr37i01zs+ZM0dyTEpKgpOTExYtWiQcV61aJTXOZ2dno2/fvpg9e7YYRN6+fbvK8YsvvpAa54OCgvDBBx9Iw9Lfffed5Kj0sa1cuVI4zp49W2qcf+W88H/TMSAoKIjq1KkjApAqVKhAderUoalTp0rrZsyYQdbW1uTo6Eh2dna0bNmy53qelxkKZxig06xZM/L29hYDhZaWljRq1Cj65ptvxJq6deuSVqsVYWIlSpSgzz77TAyv4n/DgWvXrhXDUSYmJuTi4kILFy4Ua8qUKUOLFi2SAo3ee+898vT0FMNZtra29Msvv0iBSs2bN6d169YJRysrKxo9erQYxMP/hrE0Go3k+Pnnn4vhVfxvOHDdunVimNjExIRcXV1pwYIFkuPixYulsKD33nuPPDw8hKOdnR1NmzZNCitq0aIF/fnnn5LjmDFjxCAeoA/T0mg0Ypi4RIkS9OWXX4rBUPxv8M7b21sM6pqamlKfPn3o999/F2vKli1L7u7uUhNw586dycPDQ4Tb2dnZ0fTp08UAmeJY+DqOHTtWDOIZczQ3N6dBgwaJwVDFcf369WLA1NTUlPr27atyXLJkidRg26VLF1qxYoXkOGPGDCmUrlWrVrR27VoxmGltbU3ff/89DR48WKypX7++ynHw4MFiMBT/G7zTaDRiMNLU1JQ++OADmj9/vlhTrlw5WrZsmRRS2LVrV8nR3t6eZs6cKYXSGXP84YcfpDbzt99+W+X41VdfiaFLQB9K5uPjI4YOTU1NqV+/fjR37lyVo2EAYLdu3VSOs2bNkgLfWrdurXIcN24cff7552JNgwYNaP369WJw3NzcnIYMGUI//vij5KjRaCTHDz/8UAxT438DjCtWrKB69eqJc927d6dly5aJAL5SpUrR7NmzpdbpNm3aSI42Njb0448/0meffSbWNGzYUHK0sLCgoUOHiqFLQD/wr9VqRbClqakp9e/fn+bMmSM5rly5UgrX69GjBy1dulRynDNnjhRU9u6775KXl5cYcLWxsaEJEyaIDwD8neN3330n1tSsWVNyNDMzowEDBoiBb+V3iYeHhxi4BkA9e/akJUuWCMfSpUvT3LlzqUOHDmJN27ZtafXq1ZLjxIkTxXA9oB8MLuz4zTffiA9SAPpBdY1GIzl+/PHHYghYcfT09BQDriYmJvT++++Tu7u75Dhv3jwpNLNdu3aSY8mSJWnSpElSKF7jxo3J29tbDOBbWFjQ8OHDafTo0ZJj4es4cOBAmjFjhlhTsWJFWrVqlfhAiImJCfXq1YsWL14s1jg4OND8+fOl0Mz27dvTuXPnXsjv2GIRCte8eXMcOHBAdb5wj82sWbMwdepUJCQkoEKFCkX6yPOr4uOPPxbNrHXr1kVOTg6uX7+OLl26iNCf/fv3o3bt2qL1k4hw69YtNGvWDO+//z5Kly6Nc+fOwdzcXIT+mJqaIi4uDlWqVBGDrPfu3UNiYiJcXV3Rrl07lChRAtbW1ihRogRcXFxQtWpVJCYm4vbt23B2dsZ7770HS0tLbNy4UbRl1qlTB9nZ2bhx4wa6du0qQn/27dsnGn4bNmwIIkJISIho9i1VqhTOnj0LS0tL0fhramqKR48eieHRcuXK4c6dO0hKShLhSWZmZrCwsIC5ubkIJkpISMC9e/eEo4WFBTZs2CAaXuvUqYOsrCxcv34d3bp1E4579+5F/fr14erqKjm2bNkS77//PkqVKoXTp0/D2tpaCiZ6+PChGB4tW7Ysbt++jSdPnojwJDMzM5QoUQKWlpZwcXFBlSpVEB8fj7t378LFxUU4+vj4iICr2rVrIzMzE8HBwejevTu6desGGxsb7NmzRwQANmjQAESEmzdvolWrVujVqxfs7e0RFBQkgvOaN28OExMTREZGioHCsmXL4tatWypHU1NTEWhVuXJlxMXFISwsDC4uLujUqRMsLCyg0WhEU6zieOPGDclx9+7daNSokQgbLCgowI0bN9CmTRsRNnjy5EnY2tpKjuHh4ahdu7ZozA4JCUFKSooIGzQzM0NBQQFKliwpHGNjY1WO69evR9++fUXYYEZGBm7cuIEePXqIsMFdu3aJ5mxDx3fffRc9e/aEvb09AgMDRZhas2bNYGJigvv376NOnToiEPHmzZtIT0+Hq6ur5GhraysCER89eoSwsDARNmhubg5vb2/069dPOKanp+PGjRvo2bOnCBvcuXOnaCquX78+dDodbty4gbZt24pAxBMnTsDBwQGurq5o1qwZAH0EwVtvvSUCEYODg5GRkSGC/MzMzJCbmwt7e3sRiBgTE4OIiAi4urqiY8eOMDc3R5UqVTBgwAARNpiWlobg4GC8//77wnH79u0iAM7QsV27diJsMCAgQASVNW3aFIA+gkAZynZ0dMT169dF+GTr1q1hZmaG7OxslC5dWoQNPnz4EJGRkZJjpUqVMHDgQLi4uAjHmzdvCkcrKyts27ZNNNLXr19f/Otn+/btheOxY8dEaGKTJk0A6CMI3n77bTHIeu3aNRE+qQzbZmZmwtHRUQyyRkVFISoqSgT5mZubo3z58vj8889F2GBqaipu3bqFXr16ibDBrVu3isC1evXqIS8vT7TEK2GDR48eFaGZho4NGzYUYYNXrlxBXl6euI6mpqZIS0tDmTJlRCBiZGQkoqOjRUieubk5ypQpgy+//FKEDaakpKgc/fz80KFDBxE2mJubi+DgYHTq1EmEDR45ckSEZjZu3BiAPoKgUaNGwvHy5csi2FEZtk1JSUG5cuXE0HJ4eDgePXokwgZLlCgBBwcHDB48GC4uLqhevfor/138ymZWXiY8s8IwDMMwbx5vzMxKcefBgwdSCE5OTo6YJ1GIjIyU7uEVFBRIYWeAPvRJCepRuHfvHgz3igkJCVJQDwDcv39ffMQb0IcFGQb1KI5K2BmgD4VTZjUMHZVANsXRMOxMcVRC4xTu3r2rcjQMtnuao2GwHaD/26ahY1ZW1j9yjI6OfqZjfHy8yvHevXuSY3JycpEcDUPjAH1Y0otyNAyNe5qjYbCdMcfMzMxnOup0OqOOSmjcv3F88uTJP3ZUAtkUR8PQuKI6xsXF/WNHw3iEjIwMKXyvqI4PHz6UHImoyI6Gax4/fiyF7z3N0TDYDgDCw8Mlx/z8/H/saBi+9zRHw9A4Y47p6elFcjQMtlMcldC4pznGxsY+0zEpKUnleP/+fZWjYbCd4mj4Pp+XlycF2wH6wLmiOBaulfknjmlpac90VOaICjsa/i4y5vjo0SOVY+E1SUlJUrCdMcdXzgu56fSaeZkzK2PHjpUabO/evUulSpWSGmznzZsnNdiGh4dTtWrVpAZbjUZDlpaWosE2MjKSmjdvLjXYHjx4UJSYLV68mO7evUt9+vSRGmwvXbpE5ubmosH2+vXrNGrUKKkd9vbt22Rvby812P72229Sg214eDhVrVpVarBV7oEq7bBRUVHUtGlTqcH2wIEDKkcXFxepHfbixYtkbm4uGmyDg4NpxIgRKkc7OzupwXb27NlSO+yDBw+oSpUqUoPtunXrVI6NGzcW4XsHDx6kffv2SeF79+7dIycnJ8nxwoULZG5uLsL3goODafjw4VI7rNIya9hg++uvv0qOYWFhVLlyZakd1svLS4TveXp60sOHD6lRo0ZSg62/v78Uvnfv3j3q1auX1GB77tw5KlGihAjfu3HjBg0bNsyoo2GD7YwZM6QG2wcPHlClSpUkx9WrV4tgO8WxQYMGUoPtnj17pPC9+/fvU8+ePUX43q5du+js2bNUokQJEWx38+ZN+vrrr6UG21u3bpGNjY3kOG3aNKnB9sGDB1SxYkWpwdbT01M4rlq1iqKjo6l+/foifO/QoUO0a9cuKXwvLCyMunfvLrXsnjlzRuX41VdfSQ22ISEhZGNjIzXY/vzzzyrHChUqiPC9kydPkoeHhwjfUxps69WrJ7Xs7tixQwrfCwsLo65du0oNtkFBQWRmZibC90JCQmjQoEGS482bN8na2loE2126dImmTJkigu20Wi09ePCAypcvL7Xsrly5UmrZffjwIb311lsi2O7IkSO0bds2KXzvwYMH1LlzZ8nx1KlTZGZmJoLtbt26RV988YUI3/Pz86MbN26QlZWV5Dh58mTJMSwsjMqVKyeC7YKCgmj58uUifG/NmjX08OFDqlOnjuTo5+cngu2WL19O4eHh1KlTJxG+5+/vT4GBgWRmZkadOnUSjp9++qkI39u6dSsFBweTlZWVCLa7fPkyTZgwQYTv+fj40L1796hMmTIi2C4oKIiWLFkigu28vLwoMjKSateuLcL3jh49Sr6+viLYTnFs3769CLbbu3cvBQQECMeFCxdSaGgoDRw4UITvbd26la5fv06WlpYi2O7y5cv0448/ivC9DRs20P3798nR0VE4nj59mhYvXiyC7by8vCgiIoJq1aolwveOHTtGmzZtEo4rVqygiIgIatu2reR4/PhxKdguNDSUPvroIxG+t23bNike4d/wRoTCvQmYmprCzs4ODg4OcHBwEDMkjo6OcHR0hIODA8zMzGBrawsHBwc4OjqiZMmSYo3yODMzM9jY2IjH2drawszMTDzG0dERFhYWsLa2Fo+zs7ODmZkZSpcuLc5ZWVnBwsJCPKZUqVIqx6c9v62trXicssbw+RVH5TGFHR0cHGBubi4cHR0dYW9vLxyVx1laWgpHBwcH4Whvby8eZ2NjA3Nzc+lrG15H5fmNXWtj19Hwz2pubg4rK6u/vY6Ko/L8pUuXNvpam5ubG32tDZ//715r5fUwdh2trKzEOeU6Kl9DcbS0tFS91obX0crKSnr+0qVLw8zMDHZ2duKcjY2NuEaFr6Py/MauozIzpTzOzs4Opqam4joq37OKo+FrXapUKXHu766j8lyGjobXsWTJktL3bOGfGUNH5bU2NTWVrrXh92Ph62jstTZ2HZXv2cLPrzga+3MUfq0LX8eivNbKdXR0dBSOymMUR+X7UflzFH5+U1NTo9ex8M+M4Wtta2srXUfD11p5jL29veq1Lvz+pLyOxq6j4fMbOirX0fBn39HRUTgavj8Ufq0NHQtfx2e91oY/V4bvj8rXKuxo7P1J+X5UHqO89xR+rQ3fnwpfR+XnWnl/Mvx5MPy5Nva7SHE0/Lku/P5U+Gfmab+LlPcnw5/rwu+hr5QXsjV6zbzMf1mJjY2VAnWys7NVYVrx8fFSeJFOp1OFQCUmJkoBS8rXNuTJkydSCJSxNWlpaVIIFBFRXFycyrFwmJYxx8IhUC/T0dh1/CeOCQkJz3R8/PjxMx1TU1Of6ZiVlaVyjIuLe6WOhiFQT3M0DKoy5pifn2/UsXBUtjHHwiFQ/8QxMzOzSI6Fg6pelGNKSkqRHAu/fxT+ucrLy3umY0FBger5k5KSXqtjfHz8C3M0DMg05piRkVEkx8TExH/kaBjsaMwxOTm5SI6GAZnGHHNzc1Xhk6/SMT09/YU5Fv5dVFRHw/BJY2teFMUuFO5lwgO2DMMwDPPmwQO2L4h9+/ZJLbc5OTnw8PCQBhYDAwOlltuCggKsWrVKarm9cuWKqol3/fr1UhPv/fv3VS23W7ZskVpuExMTVU28e/fulVpus7Oz4eHhIQ3anThxwqijYYPs5cuXVS233t7eUsvtvXv3jDoattwmJCSoWm79/f0lx6ysLPzxxx/SoN2JEyekllulvdrQ8dKlS0YdDVtu7969q2q59fX1lRzj4+NVLbf+/v5SE29mZiY8PDwkx+PHjxt1NGy5vXjxotTEC+jbqw0d79y5o2q53bx5s9RyGxcXp3Lcs2eP1MSbmZmJP/74Qxq0O378uNRyq9Pp8Mcff6gcDVtuAX17tWHL7e3bt1WOmzZtkhxjY2NVTby7d++WmngzMjJUTbzHjh2TwqUUR8Mm3gsXLqgc165dKzmGhoaqWm7/+usvqYn30aNHqibeXbt2SS236enpqpbbo0ePGnU0bLk9f/68quV27dq1UhPvrVu3jDoattzGxMSomnh37typcvT09JQcjxw5IjXx5ufnw8PDQ3I8e/asytHLy0tq4g0JCVE18W7cuFFyfPjwoaqJd8eOHVITb2pqqhRqCeiboY05KqGWgL51WQm1VBzXrFkjOd68eVOEWips2LBBhFoC+gFTY45KYCSg/wCAYWAkoG+GVkItAf2A7R9//CECIwF967ISaqk4rl69WoRaAvrW5U2bNkkD/j4+PiIwEtB/kMAw1BLQN0MXdly1apXkePDgQRFqCegHbD08PFSOSmCkoaMSagkAwcHBItRSQavVSo4RERFSqCWgb4ZWQi1fCy/6n3ReBy/zNtCnn34qAqe8vb3pzp07IrzKycmJ7t69KwK27OzsaPHixZSYmCgaXNu3b09XrlyhpUuXEqAPkps+fTplZGRQ9erVRQhRQEAAbd26VQQ1jR07lp48eSIaZGvWrEm7du2ikydPioCrL774gmJiYmjgwIEizMnb25tCQ0NFoJGLiwvdu3dPBGzZ29vTkiVLKD4+Xjh26NCBrly5Qu7u7sJxxowZlJGRIZqZGzduTCdOnKAtW7aIgKHvvvuOnjx5IsKCatWqRbt27aITJ04Ix0GDBtGjR49E6FKFChVIo9HQrVu3VI5Kq6m9vT0tXbqU4uPjRVBZx44d6erVq+Tm5kaAPqRt5syZlJmZKRqFmzRpQoGBgbR582bh+MMPP1BycjK1adOGAH1b7u7du+nEiRMimGnw4MEUGxsrQpcqVqxIPj4+dPPmTeHYp08fun//Pn3//fciFGvZsmUUGxsrHN977z26fv26CPezsrKiWbNmUVZWlmiZbdq0KZ06dYr++usv4Thu3DhKTk6mVq1aEaBvy/X396fjx48Lx6+++opiY2NFW7DieOPGDREM9cEHH1BYWBiNHTtWOK5YsYJiYmJUjkoonbW1Nc2ePZuysrJESGGzZs0oKCiINmzYQIA+kO/HH3+klJQU0SBbt25d2rt3Lx07dkwERX399dcUFxcn2oIrVapEGzduFMOCiuODBw9EeFXp0qVp5cqVFBMTI5pwu3TpQsHBwTRv3jzhOGfOHMrKyhIhhc2bN6fTp0+TVqsVjhMmTKCUlBRq1qyZcNy3bx8dOXJE5ejq6kqAPqDxr7/+omvXrokAwA8//JDCw8NFC7iDgwN5eHjQw4cPhWPXrl3pxo0bIvDN2tqa5s6dS5mZmaLxvEWLFnTmzBlav3695JiamkpNmjQhQB/QeODAATp8+LAI5Ro2bBjFx8eTs7OzcNy0aRNduXJFOPbv358iIiJEw7aDgwN5enpSVFSUCKXr2rUr3bx5U7Q+29jY0Ny5cyk9PV0EKbZs2ZLOnj1L69atE46TJk2i1NRUEVJYr149OnjwIB08eFA4fvPNN5SQkCCCFKtUqUK+vr50+fJlEVw3YMAAioiIEO3Vjo6O5OnpSRERESKorHv37hQSEiLaim1sbGj+/PmUlpYmHFu1akXnzp0jLy8vAvSBfJMnT6a0tDTRCl+/fn06dOgQ7du3TzgOHz6cEhISRJBi1apVacuWLWK4HgB99NFHFBkZKQIpHR0dafXq1fTgwQPh2KNHD7p165ZoKy5ZsiQtWLCAUlNTReN569at6fz587R69Wrh+NNPP1FaWppohX/77bfp8OHD5O/vLxxHjBhBiYmJ1L17dwL0AY1+fn50/vx5EQr38ccfU1RUlAikLFOmDHl5eVFYWJhw7NmzJ4WGhtIvv/wiOSYnJwvHd999ly5cuECenp4E6IPkpk6dSunp6aIVvkGDBnTkyBHavXu3+F00cuRISkxMpK5duxKgDz/ctm2bdEvq31DU39+8WXkGu3btop07d4r5huzsbHJzc5PKoZQJa2W+QafT0dKlS+n8+fPivvylS5fI29tbun+4atUqOnHihJhvuHfvHnl6ekqlaxs2bKCDBw+K+YaEhARyd3eXCs127twpOWZlZZGbm5tUDHf06FHavHmz5LhkyRLJ8eLFi7R+/XqVY2BgoHC8e/eueFNU8PHxkRzj4+NpyZIlkuOOHTto165dwjEzM5MWLVqkcvT19VU5XrhwQTheuHCB1q9fL81geHp6So537tyhVatWSY5arZYOHTokHOPi4mjJkiVSodmOHTto9+7dYnYgMzOT3NzcpGK4w4cPk6+vr5jB0Ol05O7uLjmeP3+eNBqNNDvwxx9/0MmTJ8X95NDQUFq1apVUaKbVaunw4cNidiA2NpaWLl0qOW7btk1yzMjIMOq4ZcsW4Zifn0/u7u508eJFsebs2bNGHU+dOiUcb926JT49orB+/XrJ8dGjR7Rs2TKpdG3btm20Z88e4Zienk5ubm5S6drBgwdpy5Yt4mdWcbx06ZJYc+bMGdJqtZKjh4eH5BgSEkJr1qyRStfWr19PR44cEY4xMTEqx61bt9KePXvE7EBaWhq5ublRSEiI5Ojn5yc5Ll68WOXo4+MjZjAKCgpo5cqVFBQUJBxv3rypcvT29pYco6Ojafny5RQWFibW+Pn5kb+//986HjhwgLZu3Soc8/LyaPHixXT58mWxJigoSOW4YsUKyfHGjRvk5eVFMTEx4vn//PNPOnr0qJhviIqKouXLl0tFqlu2bKG9e/cKx9TUVHJzc5PKXvft20dbt24VMxh5eXnk5uYmOZ46dYo2bNggZjAKCgpo+fLldPr0aeEYHByscly3bh0dO3ZMOEZGRtKKFSskx82bN0uOKSkptHjxYgoNDRXPv3fvXtq2bZtwzM3NJTc3N7py5YpYc/LkSdq4caPK8cyZM+Jn/9q1a7R27Vqp7HXt2rWSY0REBK1cuVIqUt28eTPt27dPzIkkJycLRwV/f3/avn27cMzJySE3Nze6evWqcAwMDFQ5Llu2THK8evUqrVu3TnL08vKi48ePC8fw8HDy8PCQHDdt2kT79+9XzbL8W3hmhWEYhmGYYg3PrDAMwzAM85+ANyvPYNasWVJbb1JSkqpR2MPDQ2oUzs3NhaurK+bNmyeGr/z8/KS2XgD49NNPpUbhEydOYMCAAdLw1ZgxY6S23tDQUNHWqwxfzZw5U3JMSEhA7969sWTJEuG4YsUKqa03JydH1Sjs6+uLL7/8UnL85JNPpLbegIAAVaPwqFGjJMdbt26p2nqnT58utfXGx8cLRyXtd/ny5aKtNyMjA9nZ2apG4U2bNkmNwgAwcOBAzJw5UzgeO3ZM1dY7cuRIqa335s2bcHV1lRynTZsm2npzcnIQFxenahReunSp1CiclZUFFxcX/P7778Lxr7/+ktp6AeCjjz6S2nqPHDmCjz/+WHIcMWKEaOtV+lMKt/X+/PPPUqOw0nC9bNky4bhkyRKprTczM1PVKLxhwwYMHjxYchwwYIBo61Xaow3begF9w7Vho/D169dFW6/iOHXqVKmtNyYmRtXWu3jxYowYMUI4ZmRkwNnZWWrr1Wq1UlsvAFWj8MGDB0Vbr+L4zTffSG29V69eVTUK//TTTxg3bpxwjI6OVrX1urm5SY3CGRkZqkZhjUYjtfUSkWgUVgaq9+/fLzUKA8CwYcMwdepU4Xj58mVVW+/kyZOlRuGHDx+qHBcuXCi19aanp6sahb29vSXHgoICVaPwvn37pLZeQN9wbdgofOnSJXzwwQeS46RJk6S23sjISFWj8IIFCyTHtLQ0VaPwn3/+KTUKFxQU4IMPPpAahf39/fHpp59KjkOGDJEahc+fP69qFJ4wYQLGjx8vHMPDw0WjsDKsPH/+fKlROCUlRTgqQ99r167F119/je3btyMtLQ06nQ59+/bFnDlzxED17t278emnn0oD1YMHD8Yvv/wiHM+dO4d+/fpJA9U//vgjxo8fLwaqHzx4oHKcO3cuRo8eLYaVk5OT0bt3b7i5uYmB6jVr1gjH9PR05Ofno2/fvvjtt9/EsPLOnTvx2WefSQPVgwYNwi+//CIGqs+cOYMPP/xQchw3bhwmTJggDVS/Sniz8gxiYmJw+/Zt3L59G/Hx8cjLy8OdO3fEuby8PCQkJIhzMTExKCgowN27d8Wa7OxsPHnyRBwrk/JhYWHiXFpaGtLT03H79m3cuXMH9+/fBxEhMjJSrHny5Amys7PFsRKRHBMTI54/ISEB+fn5kmN+fj4SEhLEseJ47949o4537twRjvfv3xdr0tPTkZaWJo6VXzxRUVHi+Z48eYKsrCyx5s6dOyAiPHr0SJxLSEhAXl6eODbm+OjRI9V1zMnJMXodi+JoeB2Tk5ORnZ2N0NBQ6TpGR0eLNYmJiUYd4+PjVY6G1zonJwePHz8Wx8qG0tAxIyNDclR+8UREREiOhtfRmOPTrmNcXJw4jo2NNXodjTkafj8U1TEzM/NvHY1dR51OJ11HxdHwOubm5hbJMTU1VeUYHh4uzqWkpBTJMTc3V+VY+DrqdDrpOubm5iIpKUkcK5vewq/1P3V8+PChOJeUlIScnJwiORa+jsYcC1/HlJQUcaxsMgo7ZmRkiGMlQt7QUbmOhs+v0+kQGxsrjuPi4lTvT3l5eSpHIpIcMzMzjTo+ePBAnEtNTUVmZqb42sp7aOHraOy1LuxY+Drm5eWJEtnbt28jOjoaRCS91oqj8rinOT7rOj5+/Fj1WhcUFBh1NPb9qDy/4mh4HbOysop0HRVHw99FUVFRYk3hWphXAc+sPIP8/HyUKPF/5dQ6nQ6mpqYwMTF56hoiQkFBAczMzJ66xti5oq4xMzP72+cvimNBQQGIiB3/5vmLsoYdX8yfQ/nIpKmp6VPXvAmORASdTvfaHHU6HUxMTNiRHV+644uiqL+/ebPCMAzDMMxrgQdsXxDx8fFSG6VyK8KQhIQEqeW1oKBA1eiblJSkCtMp3J6cnJwsteUaW5Oenq5q9DXmWLh12Jhj4Sbal+kYFxcnOSr3hZ/XMTEx8ZmOT548eaZjWlqaqtG38HU05hgfH/+PHAt/Pzx58kRqojW25kU56nQ6VaNvYmKiqkH1RTkWfq2Vf3r+uz/Hy3RUbg/83fNnZWWpGn2NORZuyy3sSESq77XHjx8XydGw0Rcwfh2f5Zifn18kx8LP//jxY9Ucwj9xzMzMVDX6/lNHY9fxWY4pKSkvxDEvL0/VOpyQkPCPHAuvSUlJkZqRjTkqt2FfhGNRXuuiOr5Wnvkh6DeAl5mz8vnnn1ONGjXIw8OD8vPzKSoqiqysrMjJyYmCg4OJiGjy5MlUoUIFEVyVnp5ODg4O1KlTJzp9+jQRES1fvpwcHBxo4sSJwrNmzZrUokUL2rdvHxERbd++nWxtbWn48OEiR6Rjx4709ttv06ZNm6igoIDOnz9PlpaW9Mknn4jPwH/66aeSY0REhGj9vXnzJhERTZw4kSpWrEhz586l7OxsSktLo9KlS1OnTp3ozJkzRES0dOlS4ah8lr9GjRrUsmVLOnDgABHp8ylsbW3p22+/FY7t27enBg0aCMezZ8+SpaUlffrppxQREUFERAMHDqSaNWuSp6cn5efnU3h4uMpx/PjxkmNqaiqVKlWKOnfuTGfPniUiInd3d3J0dKTJkycLx2rVqlGrVq3o4MGDRKTPfrC1taURI0aIjI62bdtSgwYNyNfXlwoKCuj06dNkZWUlOX700UdUs2ZNWrVqFeXn51NYWBhZWlqSq6srhYSEEBHRuHHjqFKlSjR//nzKzs6m5ORkKlWqFHXp0oXOnTtHRERubm7k6OgoQqGIiKpUqUKtWrWiw4cPE5E+V8HOzk4ELhERtWnThho2bEh+fn5UUFBAp06dIisrK/r8889F9k7//v2pVq1atHr1asrPz6f79++TpaUl9enTR2QyfP/991SpUiVasGAB5eTk0JMnT8je3p66du1KFy5cICKihQsXUpkyZUQoFBFRpUqVqHXr1nTkyBEiIvrrr7/Izs6ORo0aJRxbtWpFjRo1Eo6BgYFkZWVFX375pci16devH9WuXZu8vLxIp9PR3bt3VY5jx46lypUr08KFCyknJ4ceP35MdnZ21K1bN+H4+++/qxwrVKhAbdq0oaNHjxKRPofI3t6exowZI7IlWrRoQY0aNRLBVQEBAWRtbU1ffvmlyIzp27cv1alTh9auXUs6nY7u3LlDlpaW9MEHH9Dt27eJiGj06NFUuXJlWrRokehhURwvXrxIRETz5s2jsmXL0i+//EIZGRmk0+mofPny9O6779KxY8eISJ+fU9ixWbNm1LhxY9q+fTsVFBTQsWPHyNramgYNGiTyWFxdXalOnTq0bt060ul0FBoaSpaWltSvXz+6c+cOERGNHDmSqlSpQm5ubpSbm0uJiYlka2tL3bt3p0uXLhER0W+//SY55ufnU/ny5alt27Z0/PhxItJn09jb29N3330nus+aNGlCjRs3ph07dlBBQQEdOXKErK2tafDgwcLR2dmZ6tatS97e3qTT6SgkJEQ4KjlL3377LVWpUoUWL15Mubm5lJCQQCVLlqQePXrQlStXiIho1qxZVK5cORGYmZeXR+XKlaO2bdtSQEAAEekzVUqVKkXff/+9yGJ65513qEmTJrRr1y4qKCiggwcPko2NDX311Vcij6VXr16S440bN8jCwoL69+8vMoyGDRtGVatWpSVLllBubi7FxcWRjY0N9ezZUzjOnDmTypUrRzNmzKDMzEzKycmhsmXLUrt27ejEiRNEpM8rKezYoEEDatq0qXDcv38/2djY0JAhQ0TWSc+ePemtt94ijUZDBQUFdP36dZXj119/TdWqVaOlS5dSXl4ePXr0iGxsbOj999+nq1evEhHR9OnTqVy5ciIwMzs7m8qUKUPt27enwMBAIiJavXo1lS5dWoRREhHVr1+fmjZtSrt37yYife6MjY0Nff3118Kxe/fuVK9ePdJqtS8sEI6IQ+FeGEFBQVK4WXZ2Nu3evVsqwbt06ZIUbqbT6WjXrl1SCV5ISIgUHEakD0syDDeLiIigkydPSiV4R44ckcLNEhMTpXAzIn2gkmFwWFZWlhTKRaQPfDMMDlMcDQvmQkJC6OLFi5Lj3r17Jcfw8HAp3ExxNAwOS0hIkILDiPSBSoaOmZmZRh0Ng8OMOd68edOoo2Fw2IMHD6TgMCJ9UJqhY3x8vMoxMDBQCg7LzMwkf39/yfHChQtGHQ2/927cuCEFhxHpA50MHcPCwow6GgaHxcXFScFhxhwzMjKk4DAifSidYXBYfn6+yjE4ONioo2HBXFhYmBQcRkR06NAhlePRo0dVjobhZunp6UV2NCxvCw4OloLDjDnev39fCg5THA2Dw2JjY6VwMyKiEydOSMFhaWlpUnAYEdG5c+ekcDNjjtevX5eCwwoKCsjf318qmLt3757K8eDBg5Ljo0ePpOAwIqKAgIAiORqGm+Xl5akcr127pnLcs2eP5Hj37l0pOExxNAwOi4mJMepoGByWmpoqhZsR6QMIDcPNnuZoGG5WUFBAu3fvlhzv3Lmjcjxw4IDkGB0dLYWbEREdP35cckxJSVGFm505c0ZsUon0oXC7d+8Wf9kg0oepXbt2TeVoWGx7+/ZtOnv2rMrRsATw4cOHFBAQoHJU/tJEpA+FO3DgwN865uTkqByvXLlSJMdz585Jjvv375cco6KiKCAgQPpddOzYMSmw9EXBoXAMwzAMwxRreGaFYRiGYZj/BLxZeQbHjh0TYV+AfjircHvymTNnpPZknU4HX19fafDy2rVrUnsyoG+xNGxPvn//vtTwDOgblQ0bnuPi4qT2ZEDfDmvY8JyRkQE/Pz/J8fTp01J7suJoONRYFMd79+5J7cmAvq3YsOE5NjZW5XjkyBGpPTk9PV3VTGzMcfPmzZLj1atXpfZkANi6davU8Hz37l2jjobtyY8ePZLak4vqGBQUJLUn5+fnw9fXVxoYvHLlilFHw2biO3fuSO3JgL5R2dAxJiZGak8G9A22hu3JaWlp2Lp1qzSMd+rUKamZ+GmOhu3JAODn5yc53r59W2pPVhwN25Ojo6ONOhq2J6empqrakws75uXlwdfXVxoYvHz5stSerDgaNhMbc9y9e7fk+PDhQ6k9GdC37Bo6pqSkqBxPnjwptScbc7x06ZLkSETYsmWL5BgaGiq1JwP61mfD9uSoqCiV48GDB3H79v+1JycnJ0vtyYC+8d3QMTc3F5s3b5YcL168KLUnG3O8deuWUUfD9uSoqCipPdmY45MnT6T2ZMXRsD05NzcXvr6+0gcVLly4YNTRcKgzJCQEAQEB0vD6zp07JceIiAipPRkADhw4IDU8P378WOV44sQJqT05JydH5Xj+/Hmp4Zn+F6RpOMB68+ZNqT1ZcTRsT36ao2F7clJSktTwDAABAQGSY3Z2NrZs2SJ9mOL8+fNSe3JBQYHK8caNG6r25B07dkiO4eHhUsMzAOzfv19yfNXwZuUZHD58GFqtVvwyfvLkCbRaLbZt2yZ+sIOCgqDRaBAcHAxA/8Oo1WqxadMm8Qv76tWr0Gg0OHv2rPjaGzduhI+Pj/hmu337NrRaLY4dOya+IXfs2AGtViveWB4+fAiNRoO9e/eKNYcOHYJGoxGOjx8/hlarxfbt28U3ZGHHnJwcaDQabNq0SfyiuXz5MrRaLc6dOyccN2zYgA0bNoiNz+3bt6HRaHD8+HGxZseOHdBoNMIxKioKWq0W+/btUzkqv4wfP34MjUaDbdu2CceTJ09Cq9Xixo0bAPQ/jFqtFps3bxZvkJcvX4ZGo8H58+clRx8fH+EYGhoKrVaLgIAAsWb79u3QaDTizS8yMhIajUZyPHDgALRarfhFl5iYCI1Ggx07dkiOGo0GN2/eBKD/hIZGo5EcL126BK1WiwsXLojn9/HxgY+Pj9j43Lp1CxqNRnLctm0btFqtynH//v2So0ajEb/oEhMTVa91YGAgNBoNQkJCAOg32BqNBr6+vsLx4sWL0Gg0uHjxouS4YcMGleOJEyfEmq1bt0Kj0Yg3v4iICGi1Wslx//790Gg04pdIQkKCuI7KL/UTJ06oHAu/1hcuXIBGo8GlS5fE82s0GmzYsEFsKkJCQqDValWOWq1W/GUhIiICGo0GBw4cEI779u1TOWq1WuzcuVM4BgQEQKPR4NatWwD0fwlQrqPyJn7hwgVotVrJUavVYuPGjcLx5s2b0Gg0OHnypFjj5+cnpReHh4dDq9VKjnv37pUc4+PjodFoVI5arRahoaEA9BtsrVaLLVu2CMfz589L15H+l7xr6Hjjxg1otVqcOnVKOG7ZskVKLw4LC4NWq8XBgweFo7+/P7RarfhFFxcXB41Gg127dgnHY8eOQaPRiE1NWlqacFT+QnH+/HlotVpcuXIFgP6XrOKobCqe5miYDBwWFgaNRoNDhw6pHJVAvNjYWGi1WuzevVv8Uj969Cg0Go3Y1KSmpkKr1cLPz084njt3DlqtFlevXgWg/0uA8lorm4rr169Do9EgKChIOG7evBlarVY43rt3D1qtFocPHxaOu3fvhkajEY6PHj0y6qjVasWGITU1FRqNRnI8c+YMNBqNyvGvv/5SOZ4+fVpy9PHxEZvcpzlqtVrpL6+vEp5ZYRiGYRjmtcAzKwzDMAzD/CfgzQrDMAzDMMUa3qw8g/nz50Or1Yr7hrGxsRg2bJhoCgaAVatWYeXKlWKGJTs7G0OGDBH3DQH9vdV58+ZJQ6fffvutdK/96NGj+OWXX6SBqUmTJmH37t3ivuG1a9fwww8/SIOQ8+bNg4+Pj3CMiYnBN998Iw3menp6wsPDQ8w1ZGVlYciQIbh27ZpY4+vri99//10alhw+fLh0r/3w4cMqx4kTJ8Lf318cX7lyBePGjZMG+H777Tds2LBB/DkePnyI4cOHS4O5Hh4e+OOPP4RjZmYmhgwZguvXr4s1mzZtUjl+88030n3sQ4cOYdq0adKA8YQJEyTHy5cv48cff5QG+ObMmYO//vpLOEZFReHbb7+Vhl5XrlwpOWZkZGDIkCFiFggA/vrrLyxYsEAaRBw2bJh0H/vgwYOYPn265Dh+/Hjs27dPHF+8eFHlOHv2bMkxIiICI0aMkBxXrFiBVatWCcf09HQMGTJEzAIB+nmphQsXSo5Dhw6V7mPv378fM2bMkAaMf/zxR+zfv18cX7hwAePHj5cG+GbNmoVNmzYJx/DwcIwYMUIael22bBlWr14t5hpSU1NVjj4+Pli0aJHkOGTIEJw5c0Yc79u3DzNnzpQcf/jhBxw4cEAcnzt3DhMmTJAG3mfOnAlfX1/hGBYWhpEjR0pDr0uXLsWaNWuEY0pKCr7++msxZwPo51MWL14s5kOICEOGDJFm0/z9/TFz5kxpePeHH37AwYMHxfHZs2cxceJEyXHGjBmS47179zBq1ChpoHTJkiXw8vISjsnJyRgyZIiYswGA9evXw93dXTgWFBRgyJAh0mzanj178Ouvv0qOSku6wpkzZzBp0iRp4H369Onw8/MTjnfv3sXo0aOlYU13d3esXbtWOD558gRff/215Ojt7Q13d3cxe6HT6fDVV19Js2m7d+/G7NmzpcHYsWPH4vDhw+I4KCgIkyZNkobJp02bhm3btgnH27dvY8yYMZKjm5sb1q1bJxyTkpIwdOhQaXj4zz//xNKlS4Vjfn4+hgwZIs197dy5E7Nnz5YGY8eMGYOjR4+K45MnT2Ly5MmS488//yw5hoaGYuzYsWKGBQAWLVoEb29v8T6fmJiocly7dq3kmJeXp3LcsWMH5syZIzmOHj0ax44dE8eBgYGYMmWKNKg9depU7NixA69tcuQfpbgUM15mKFxERIQU5pSdnS2FYhHpQ34MQ7F0Op0UQkSkD30yDHMi0oeXGQZeJSYmSkFJRPoQNsM1KSkpUiiWMcesrCwpcEpxNAwh+qeOCQkJKsfCa1JSUqQwp6I6RkVFvTLH5ORko46GQUmZmZlS4NTTHA3DnIj04VmGYU7K8xvyKh2VVONnORoGuRHpg/MMA6eMOT558kQKnDLmmJGRIQVOERFFRka+Vsfw8PAiORqGYuXl5Rl1NAxoLCgoUDnGxcUVydEwRNKYY3p6OsXFxT3TsXBwV3R0tMqx8PdjXFycFHRpzPHx48cvzNEw6PJpjsau44twTEtLk4IujTnm5uYWydHYdTQMkTTmmJSUJAVdPo+j4XtoTk6OFHRJpP5dZMwxNjb2hTi+KDgUjmEYhmGYYg0P2DIMwzAM85+ANyvPoHDrq06nU92zK7yGiKTWW2Nrnva1X9SaZzkWFBSwIzuy4wt2JCJ2LIJjUd5D2fHvn7+ov4teluOrhjcrz2Dz5s3SgGNSUpI04AjoB78MBxzz8vKwZs0aKSHw6NGj0vAgAKxevVoaHrxw4YI04AjoB88Mhwfv3LkjDWEC+qFTwwHHhIQEbN68WXLctWuXNOCoOBp+Ax45ckTluGrVKsnx/Pnz0oCjMcfbt29LA46Ko+HwYHx8vMpx586d0oBjbm6uNDyoOCqBbIaOhkmL586dkwYcAf1wnOHwYGhoqDTgCOgHYw0d4+LisGXLFslxx44d0oBjTk6ONDwI6IeQDYcwjTmePXtWGnA05njr1i1pwBHQD8YaDjjGxsZKA46APgDP0DE7O1vleOjQIWnA0ZjjmTNnpAFHAFi3bp004BgSEiINOAL6kD5Dx5iYGGzdulXlaDjgmJWVhT///FNyPHjwoAg7U/D09JSSiU+fPi2F7wH6IUNDxxs3buDIkSMqR8MBx+joaGnAEdCH9BkOOGZkZODPP/+UNgMHDhyQBhyNOQYFBUkDjoqj4YBjcHCwNIQJQArpAvRD6du3b5cct27dKjmmp6dj/fr1kuP+/fulBFciwqpVq6S02lOnTknBdoqj4QcCrl+/LoVBGnOMjIzEzp07VY6GCdNpaWkqx3379knpqMYcT548icuXL0vP7+XlJTleu3ZNCloE9EPQhkm0ERER2LVrl+To5+cnOaakpEgfrAD0IX2GH6woKChQOSqJwn/nePXqVemDFYA+7NDwQwvh4eHYs2eP5LhlyxbpgxXGHP39/aUPVuh0OqxevVpyPHHihMpxzZo10ocWrly5gsDAwL91fNXwzArDMAzDMK8FnllhGIZhGOY/AW9WGIZhGIYp1hSbzUpISAj2798v3RN83YSFhWHOnDnSueXLl4uyLUAfcDR+/HhpzcaNG6V75Hl5eRg1apTqPvKWLVukx33//ffSzML58+fh6ekprZkxY4Z0r//+/fv47bffpDXLli2T7kk+fvwYEyZMkNZs2LBBukduzHHfvn3w8/OTHvfdd99J8wDnzp3DqlWrpDXTp0+X7qPfvXsX8+bNk9YsXbpUCntLSkrCxIkTpTVarVa6R56bm4tRo0ZJ93H37t2LrVu3qhwN5wHOnDmDNWvWSGumTZsmFXLduXMH8+fPl9a4u7tLYW+JiYmYNGmStKZwGWFOTg5Gjx4tOe7Zswfbt2+XHjd27FjpPvbp06exdu1aac3PP/+sakFesGCBtGbx4sXSDE9CQgJ++uknac369eul+8/Z2dkYPXq0tGb37t3YuXOndG7MmDHSfeygoCCsW7dOWjN16lRVe+/ChQulNW5ubtIMT3x8PKZMmSKt+fPPP6XwwezsbIwZM0Zas2vXLuzatUs6N3r0aGmm6uTJk/jzzz+lNVOmTJFmukJCQuDm5iatWbhwoTTDExsbi6lTp0pr1q5dKwX7ZWZmqhx37NiB3bt3i2MiUjkGBgZi/fr10uMmT54szUvduHEDixcvltYsWLBAmo959OgRfvnlF2mNl5eXNPeWkZGBsWPHSmu2bdsmBSQSEUaNGiXNKykljoYUDoQLDg6Gu7u7tGb+/PnSfEx0dDSmTZsmrVmzZo0092bMcevWrdi7d6/K0XAW6Pjx49BqtdLjJk6cKM0iXbt2DUuXLpXWzJs3T5qPefjwIaZPny6tWbVqlTRTlp6eju+++05a4+fnJ80PFhQUYNSoUdJ8yNGjR7FhwwbpcRMmTJDmfK5evYply5ZJa3777Tdp9iQqKgozZsyQ1nh6ekozZWlpafj++++lNb6+vtL8oDHHI0eOYOPGjdLjxo8fL835XLlyBStWrMDrpMRrfXbof0l+9tlnOHLkCJo2bYpLly7hiy++wKpVq2BiYvJa3cqXL4/OnTtL59q2bYtq1aqJY3t7e/Tq1Uta06xZM9ja2opjc3Nz9OnTB6am/7c3fPvtt6U3MABwdnZGyZIlxXGNGjVgZmYmrenatSvKli37t47t2rVD1apVn+loeH/waY6Gbw5PczQ3N5fWdOvWDWXKlBHHFSpUwHvvvadyrFKlijguVaqUyrF58+YoXbq0OLawsECfPn2k74u3335bGmRWHG1sbMRxzZo1YWVl9beOFStWVDm2b99e5fj++++rHB0dHcWxpaUlXF1dJceGDRuqJuldXFxgbW0tjmvVqiU5A0D37t2lr12xYkV07NhR5Vi5cmVxXLp0afTs2VNa06JFC+nPamVlhT59+khrGjZsqPpkgaurq8rR8LUHgB49ekiOlSpVUjl26NBB5dijRw9pTcuWLaXvaysrK7i6uqocC+Pq6iq9trVr11bd9+7Ro4f0fVSpUiV06NBBWtOxY0dUqlRJHDs4OKgcW7VqhfLly4tja2trlWOjRo2knyETExOjjoY+ANCzZ0/pXJUqVYw6VqxYURw7Ojqie/fuKkfDNTY2NnBxcZHWvPPOOyhR4v/e+k1MTNCnTx9YWlqKc3Xq1JG+ZwDg/fffR6lSpSTH9u3bS2s6deokPX+ZMmXQrVs3laPh94Mxx8aNGxt1tLCwEOfq1q0rfc8Yc6xatSratWv33I5t2rQpkqOhj6mpKfr06SO9H7711luoUKGC9LhevXpJ36PGHDt37ix9rz3N0fB9vmTJknB2dpbWNGnSRPree5qj4ff+0xzbtm2L18lrH7BdtGgRFixYgMuXL6N69eoIDg5GmzZtsHbtWnzxxRdF+ho8YMswDMMwbx5vzICtj48PPvnkE1SvXh2Afrfaq1cv1T/vMQzDMAzz/yevdbOSn5+PkJAQNG3aVDrfrFkzaZ6hMDk5OUhNTZX+9zIgItXnylNTU1W3HQzvPwL6e7CG93+NrcnOzpZmFoytycvLk2ZYAEj3EQH9Pcg31bHwrRFjjoVvQxlzNJyreJqj4ZzN0xwNSwWLg2PhNcYcU1JSnumYnp7+TMesrKz/hGNubu4zHXU6nVHHwmFqxhwN7/U/zbHw7d031dFw7utpjoXfe5OTk1WOhX/W0tLSnumYmZn5n3DMycl5pmN+fr5RR8ObHkT0jx2f9T7/Tx1fOf+we+iF8OTJEwJAW7Zskc4vX76crKysnvq4mTNnEgDV/150keH169fpo48+ks6NGjWKjh49Ko7j4+OpY8eO0po5c+aQj4+POM7NzaWmTZtKJVDr1q2jhQsXSo979913pRKuffv20bhx46Q1ffv2pdDQUHF89epVGjhwoLRmxIgRdPz4cXEcFxdH7733nrRm1qxZtHHjRnGck5OjcvTy8qJFixZJj2vTpo10nf39/Wn8+PHSGldXV7p79644vnz5Mn366afSmuHDh9OJEyfE8aNHj6hLly7SmpkzZ9KmTZvEcXZ2NjVr1kwq3Fq9ejW5u7tLj2vdurVUErhnzx6aOHGitMbZ2Znu378vji9evEiff/65tOabb76hkydPiuPo6Gjq2rWrtGb69Onk6+srOTZv3lxy9PT0pKVLl0qPa9WqlVTKtmvXLpo8ebK0pnfv3lIJ2fnz52nQoEHSmqFDh1JQUJA4fvjwIXXv3l1aM23aNPLz8xPHWVlZ1Lx5c2mNh4cHLV++XDrXsmVLqfBsx44dNGXKFGlNr169pHK/c+fO0eDBg6U1Q4YMoTNnzojjyMhI6tmzp7Tm559/pm3btonjzMxMatGihbRmxYoVtHLlSulcixYtpGLLbdu20c8//yyt6dGjh1Tud/r0aRoyZIi0ZvDgwXTu3DlxHB4eTr169ZLW/PTTT7Rjxw5xnJ6eTi1btpTWLFu2jDw8PMRxQUEBNW/eXCpk9PPzo2nTpkmP6969u1RKFxQUREOHDpXWfPnll3ThwgVxHBYWRr1795bWTJo0iXbt2iWO09LSVI5LliwhT09PybFZs2ZSSZ+vry/NmDFDelzXrl2l8tHAwED65ptvpDWff/45Xbp0SRzfu3ePnJ2dpTUTJkygPXv2iOPU1FRq3bq1tGbx4sW0evVqybFp06ZSSd+mTZto5syZ0uM6d+4sFXsGBATQt99+K6359NNP6fLly+L4zp075OrqKq358ccfae/eveI4OTmZ2rRpI61ZtGgReXl5iWOdTqdy3LhxI82aNUt6XKdOnaSyx+PHj9PIkSOlNQMHDqSrV6+K49DQUOrbt6+0Zty4cbRv3z5x/OTJE3r33XelNQsWLKB169aJ4/z8fGratKlUIurj40O//fab9LiOHTtSQkKCOD569CiNHj2aXgZvRJFhZmYmSpYsifXr1+Orr74S5+fPn48FCxY8NS0vJydH2i2mpqaiWrVqPLPCMAzDMG8QRZ1Zea2fBrKxsUGFChWkj+IC+o9p1apV66mPs7S0lCbXGYZhGIb57/LaB2ydnJywY8cOcQ8xJycHe/bsgZOT02s2YxiGYRimOPDaNyvTp09HeHg4Bg4cCG9vb5GjUThojWEYhmGY/z957ZuV2rVr49KlS6hVqxYOHDiANm3a4MKFC6qwH4ZhGIZh/v/ktYfCvQg4FI5hGIZh3jzemFA4hmEYhmGYv4M3KwzDMAzDFGt4s8IwDMMwTLGGNysMwzAMwxRreLPCMAzDMEyxhjcrDMMwDMMUa3izwjAMwzBMsYY3KwzDMAzDFGt4s8IwDMMwTLGGNysMwzAMwxRreLPCMAzDMEyxhjcrDMMwDMMUa3izwjAMwzBMsYY3KwzDMAzDFGt4s8IwDMMwTLGGNysMwzAMwxRreLPCMAzDMEyxhjcrDMMwDMMUa3izwjAMwzBMsYY3KwzDMAzDFGt4s8IwDMMwTLGGNysMwzAMwxRreLPCMAzDMEyxhjcrDMMwDMMUa3izwjAMwzBMsYY3KwzDMAzDFGt4s8IwDMMwTLGGNysMwzAMwxRreLPCMAzDMEyxhjcrDMMwDMMUa3izwjAMwzBMsYY3KwzDMAzDFGt4s8IwDMMwTLGGNysMwzAMwxRrXvpmJSQkBN9//z06duyIQ4cOGV0THByMoUOHonv37hg5ciTCwsJethbDMAzDMG8IL3Wzsnr1anz00UeoXbs2goKCEB8fr1oTEhKC9u3bo0SJEhg3bhweP36Mtm3bIjo6+mWqMQzDMAzzhmBCRPSyvnhycjJKly6tfyITE/j4+ODLL7+U1nz22WeIjIxEUFAQAECn0+Gtt95Cv3794O7uXqTnSU1NRalSpZCSkgJ7e/sX+mdgGIZhGOblUNTf3y/1X1aUjcrfceTIEfTp00ccm5mZwdXVFYcPH36JZgzDMAzDvCmUeJ1PnpGRgcTERFSpUkU6X6VKFURGRj71cTk5OcjJyRHHqampL82RYRiGYZjXy3NtVry8vKDRaP52zYoVK9C8efMifb28vDwAgJWVlXTe2toaubm5T33c/PnzMWvWrCI9B8MwDMMwbzbPtVnp1asXGjRo8LdrateuXeSvZ2dnB3NzcyQlJUnnk5KS4Ojo+NTHTZ06FePHjxfHqampqFatWpGfl2EYhmGYN4fn2qxUr14d1atXf2FPbmZmhsaNG+PSpUvS+fPnz//tv85YWlrC0tLyhXkwDMMwDFN8ee2hcEOHDoWfnx9CQ0MBAGfOnMHRo0cxdOjQ12zGMAzDMExx4KVuVi5evIiOHTuiY8eOAIA5c+agY8eOWLBggVgzatQofPLJJ2jWrBkaNWqErl27YuLEiejfv//LVGMYhmEY5g3hpeaspKSkIDg4WHW+YsWKqFu3rnQuNjYWUVFRqFWrFsqWLftcz8M5KwzDMAzz5lHU398vdbPyquDNCsMwDMO8eRSLUDiGYRiGYZh/C29WGIZhGIYp1vBmhWEYhmGYYg1vVhiGYRiGKdbwZoVhGIZhmGINb1YYhmEYhinW8GaFYRiGYZhiDW9WGIZhGIYp1vBmhWEYhmGYYg1vVhiGYRiGKdbwZoVhGIZhmGINb1YYhmEYhinW8GaFYRiGYZhiDW9WGIZhGIYp1vBmhWEYhmGYYg1vVhiGYRiGKdbwZoVhGIZhmGINb1YYhmEYhinW8GaFYRiGYZhiDW9WGIZhGIYp1vBmhWEYhmGYYg1vVhiGYRiGKdbwZoVhGIZhmGINb1YYhmEYhinW8GaFYRiGYZhiDW9WGIZhGIYp1vBmhWEYhmGYYg1vVhiGYRiGKdbwZoVhGIZhmGINb1YYhmEYhinW8GaFYRiGYZhiDW9WGIZhGIYp1vBmhWEYhmGYYs1L36wQEe7du4dbt24hJyfnqetiY2Nx4cIFJCUlvWwlhmEYhmHeIF7qZsXT0xM1a9ZE79690a9fP1SuXBkajUZaU1BQgBEjRqBmzZoYMmQIqlSpgl9++eVlajEMwzAM8wZR4mV+8YSEBJw+fRpVqlQBAKxduxbDhg1DixYt0LhxYwD6DY2vry+uXr2Kt99+G2fOnEHnzp3RsmVL9O/f/2XqMQzDMAzzBmBCRPSqnoyIYGlpiZUrV+Lbb78FALRs2RItWrSAl5eXWOfk5AQzMzP4+/sX6eumpqaiVKlSSElJgb29/UtxZxiGYRjmxVLU39+vdMD22rVryMvLQ926dQEAOp0OwcHBaNmypbSuTZs2uHLlylO/Tk5ODlJTU6X/MQzDMAzz3+S5bgNFRkYiMjLyb9c0btwYpUqVUp3PzMzE0KFD0bFjR3Tt2hUAkJaWhry8PJQpU0ZaW6ZMGTx+/PipzzF//nzMmjXredQZhmEYhnlDea7NysGDB1UDsoVZsWIFmjdvLp3LyclB//79kZGRgf3798PExAQAYG5uDgDIzs6W1mdlZcHCwuKpzzF16lSMHz9eHKempqJatWrP80dhGIZhGOYN4bk2K8OHD8fw4cOf6wlyc3PRv39/hIWFISAgABUqVBD/rWTJkihTpgyio6Olx0RHR6N69epP/ZqWlpawtLR8Lg+GYRiGYd5MXurMirJRuXv3Lo4fP47KlSur1vTs2RN79uwRxzqdDnv37kXPnj1fphrDMAzDMG8IL/XTQP3798fhw4exbt06aaNSvXp18S8nISEhaNOmDb744gu4urrCx8cHAQEBuHLlivjI87NISUlB6dKlERUVxZ8GYhiGYZg3BGWMIzk52ei8q8JL3ax0797daGrt0KFDMXToUHEcHBwMd3d3REZG4q233sLkyZNRu3btIj/Pw4cPeWaFYRiGYd5QoqKiULVq1af+91eas/KyKCgoQExMDOzs7MTw7otA2fHxv9i8fPhavzr4Wr9a+Hq/Ovhavzpe1LUmIqSlpaFy5cowNX36ZMpLTbB9VZiamv7tjuzfYm9vz9/4rwi+1q8OvtavFr7erw6+1q+OF3Gt/+72jwK3LjMMwzAMU6zhzQrDMAzDMMUa3qz8DZaWlpg5cyZnurwC+Fq/Ovhav1r4er86+Fq/Ol71tf5PDNgyDMMwDPPfhf9lhWEYhmGYYg1vVhiGYRiGKdbwZoVhGIZhmGLNfyJn5WWQl5eHoKAgpKSkoFWrVkWO/mf+noKCAgQHByMyMhK1a9dGo0aNjK579OgRLly4ADs7O3To0OFvW7iZZxMQEIDY2Fj06dMHJUuWlP5bUlISzpw5A0tLS3To0AE2NjavyfLN586dOwgNDUX9+vVRv3591X9PTU1FUFAQAKBDhw6cBfIPiY+Px7Vr15Cbm4uGDRuiVq1aqjWZmZkICgpCTk4O2rVrhzJlyrwG0zePhIQEBAQEoFatWmjVqpXRNWFhYbh+/TrKly+Pd999F2ZmZv9ozXNBjIqIiAiqV68e1alTh7p27UrW1ta0YsWK1631xnP06FFq1KgRNW3alFxdXalcuXLUpUsXSklJkdatWbOGbGxsqEuXLvTWW29R7dq16f79+6/J+s0nMDCQrK2tCQA9ePBA+m/btm0jW1tb6tChA73zzjtUqVIlunLlymvxfJNJT0+nDz/8kEqXLk19+vShFi1a0KhRo6Q1x48fJwcHB2rVqhW1bt2aHBwc6Pjx469H+A3G3d2drK2tqUuXLuTk5ETW1tY0fPhwKigoEGuuXLlClSpVosaNG1OHDh3I1taWtm3b9hqtiz+xsbH0xRdfUOXKlcnBwYFGjBhhdN2MGTPIxsaGevToQVWrVqWWLVtSYmLic695XnizYgQXFxfq2LEj5ebmEhGRj48PmZmZUWho6Gs2e7PZt2+fdA0fP35MNWvWpO+++06cu3//Ppmbm5O3tzcREeXl5VGXLl2oR48er1r3P0FSUhLVrFmT5s+fr9qsJCUlkb29Pc2fP1+c++ijj+idd955DaZvNp999hnVq1eP4uPjxbldu3aJ/5+dnU2VK1emH374QZwbM2YMValShXJycl6l6htNcnIymZqa0h9//CHOnTx5kgBQYGCgOPfOO+/QJ598Io7nzJlD9vb2lJSU9Ep93yTu3r1LPj4+lJ2dTR06dDC6WVGu9bFjx4iIKDU1ld5++2365ptvnmvNP4E3K4VITEwkU1NT8vX1Fed0Oh1VrFiRfv3119do9t/k66+/pk6dOonj+fPnU9myZSk/P1+c2759O5mYmFBMTMzrUHyj6du3L/366690/Phx1WbF29ubLCwsKDU1VZw7ffo0AaCrV6++Bts3k7CwMDIxMaEtW7Y8dc3+/fsJAIWHh0uPA0AHDhx4FZr/CeLi4sjExIT27dsnzkVHRxMAOnLkCBHp/1UFAJ07d06sSU5OJgsLC1q/fv0rd34TedpmZcSIEdS8eXPpnLu7O9na2lJeXl6R1/wTeMC2ECEhISgoKMA777wjzpmamqJRo0YIDg5+jWb/PXJzcxEYGChd6+DgYDRo0EC6v9m4cWMQEW7evPk6NN9Yli9fjoSEBEybNs3ofw8ODkaNGjVgZ2cnzjVu3Fj8N6ZonDx5EkSEHj164MyZM/D390dYWJi0Jjg4GHZ2dqhRo4Y4V6tWLZQsWZKv9XNQvnx5zJ8/HxMmTMDy5cvh5eWFAQMGYOjQoejWrRuA//veNXxfKVWqFKpVq8bX+l8SHBwsXVdA/56Rnp6O8PDwIq/5J/CAbSFSUlIAAI6OjtL5MmXKICkp6XUo/WeZMGECHj9+jClTpohzKSkpRq89ACQnJ79KvTeaq1evYs6cOTh37txTB9uMXWtbW1tYWFjwtX4O4uPjYWNjg8GDByMuLg5lypRBYGAgBg0ahFWrVgEwfq0B/fc2X+vno0mTJgCAbdu2wdraGo8ePcKQIUNgYmICQH+tLSwsVIPifK3/PUV5f35Z7+G8WSmEEh2cnp4unU9PT4eVldXrUPpPMnv2bHh7e2P//v2oXr26OG9paSk2jArKa8HXv+iMHDkSXbp0wfnz53H+/HmEhIQAAPbs2YMOHTqgRYsWsLS0VH2f5+XlITc3l6/1c2BlZYXMzEw0btwYe/bsAQBcvnwZbdq0Qc+ePTFgwACj1xrg95Xn5f79+/jggw+wbt06DBo0CABw5coVtGnTBlWrVoWLiwssLS2Rm5uLvLw8mJubi8fytf73GPs+Lvz+XJQ1/wS+DVSIOnXqAAAiIyOl8xEREahdu/brUPrP8dtvv2HBggXYu3cvOnXqJP23OnXqGL32APj6Pwdt27aFmZkZdu7ciZ07d+LUqVMAgEOHDuHatWsA9Nc6OjoaOp1OPI6v9fOjvGcMGDBAnGvRogVq1aqFS5cuiTVPnjxBWlqaWJOamork5GS+1s/B6dOnkZeXh48//lica968OerUqYPjx48D+L/XIyoqSqzR6XSIjo7ma/0vedr7s6mpKWrWrFnkNf+Ifzzt8h+mfv36NHLkSHF848YNHoR7QcydO5dKliz51I9sKoOghh+fHTt2LNWqVUv6aCLzfBgbsA0JCSETExPp+/q3336j0qVLU1ZW1muwfDPJyMgge3t72rBhgziXnJxMJUuWFJ9aiYuLUw14rl27liwsLCguLu6VO7+pGHt/SElJITs7O1qyZAkREWVlZVHp0qXp999/F2v8/f3JxMSEbt269YqN30yeNmDr7e1NlpaW0vesq6srdenS5bnW/BN4s2KE/fv3U4kSJej777+nZcuWUe3atcnFxeV1a73xrF69mgDQyJEjadOmTeJ//v7+0roBAwZQzZo1aenSpfTjjz+SmZkZ7dy58zVZ/zcwtlkhIho9ejSVK1eOFi1aRNOmTSNzc3Nas2bN65F8g/Hy8iJHR0eaO3curV69mtq0aUMNGzak9PR0sWb27Nlka2tLc+fOpblz55KtrS3NmTPnNVq/eeh0OurSpQvVqFGD3N3dydPTk1q3bk01atSgx48fi3Vr1qwhCwsLmjZtGi1atIjKlStHY8aMeY3mxR+dTifek+vXr089evSgTZs20d69e8Wa3Nxcevfdd6lJkya0cuVKGjJkCFlbW0ufvCrKmn8Cty4/hUuXLkGr1SIlJQXt2rXD0KFDpfufzPOzZs0aHDt2THW+YsWKWLp0qTjW6XTw9vZGUFAQ7Ozs8OWXX6JNmzav0PS/R0hICGbPno0VK1agXLly4jwRYfPmzThy5AgsLS3x8ccfo2vXrq/R9M0lMDAQW7ZsQU5ODpo2bYphw4bB2tpaWrN79274+/sDAFxdXdG3b9/XofpGk5+fjw0bNuDixYsiwXbYsGHSp9oA4NixY9i6dStycnLQo0cPfPrpp2IIl1GTl5cn5oAMqVKlChYvXiyOs7KysGrVKly9ehXlypXDsGHD0KBBA+kxRVnzvPBmhWEYhmGYYg0P2DIMwzAMU6zhzQrDMAzDMMUa3qwwDMMwDFOs4c0KwzAMwzDFGt6sMAzDMAxTrOHNCsMwDMMwxRrerDAMwzAMU6zhzQrDMAzDMMUa3qwwDMMwDFOs4c0KwzAMwzDFGt6sMAzDMAxTrOHNCsMwDMMwxZr/B2VE2gjbh3ZAAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "y = np.linspace(0, 1, v_arr.shape[1])\n",
    "v_arr[:, :, 0] = -y * (y - 1.0) * 5\n",
    "psplot.vector_field(v_arr);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def boundary_handling(c):\n",
    "    # No concentration at the upper, lower wall and the left inflow border\n",
    "    c[:, 0] = 0\n",
    "    c[:, -1] = 0\n",
    "    c[0, :] = 0\n",
    "    # At outflow border: neumann boundaries by copying last valid layer\n",
    "    c[-1, :] = c[-2, :]\n",
    "    \n",
    "    # Some source inside the domain\n",
    "    c[10: 15, 25:30] = 1.0\n",
    "    c[20: 25, 60:65] = 1.0\n",
    "\n",
    "c_tmp_arr = np.empty_like(c_arr)\n",
    "def timeloop(steps=100):\n",
    "    global c_arr, c_tmp_arr\n",
    "    for i in range(steps):\n",
    "        boundary_handling(c_arr)\n",
    "        kernel(c=c_arr, c_next=c_tmp_arr, v=v_arr)\n",
    "        c_arr, c_tmp_arr = c_tmp_arr, c_arr\n",
    "    return c_arr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<video controls width=\"80%\">\n",
       " <source 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type=\"video/mp4\">\n",
       " Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "if 'is_test_run' in globals():\n",
    "    timeloop(10)\n",
    "    result = None\n",
    "else:\n",
    "    ani = psplot.scalar_field_animation(timeloop, rescale=True, frames=300)\n",
    "    from pystencils.jupyter import display_as_html_video\n",
    "    result = display_as_html_video(ani)\n",
    "result"
   ]
  }
 ],
 "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": "3.12.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
