{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# The Penniless Pilgrim\n", "\n", "I came across this TED Ed video with a riddle (by [Dan Finkel](https://mathforlove.com/who-am-i/dan-finkel/)) on YouTube:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:02:36.476025Z", "start_time": "2018-06-05T21:02:36.458868Z" } }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%HTML\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It's simple enough: you're a traveller, without a penny to your name. You enter a town with a simple grid-based street layout, like this:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:02:37.680832Z", "start_time": "2018-06-05T21:02:36.479324Z" } }, "outputs": [], "source": [ "import networkx as nx\n", "from matplotlib import pyplot as plt\n", "import sys" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:02:37.703155Z", "start_time": "2018-06-05T21:02:37.684851Z" } }, "outputs": [], "source": [ "AA = 'ABCDE'\n", "BB = '12345'\n", "\n", "def make_graph():\n", " g = nx.Graph()\n", " g.add_nodes_from(a + b for a in AA for b in BB)\n", " g.add_edges_from(((a+b1, a+b2) for a in AA for (b1, b2) in zip(BB[:-1], BB[1:])), direction='EW')\n", " g.add_edges_from(((a1+b, a2+b) for (a1, a2) in zip(AA[:-1], AA[1:]) for b in BB), direction='NS')\n", " return g\n", "\n", "g = make_graph()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:02:37.998086Z", "start_time": "2018-06-05T21:02:37.706411Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "node_positions = {a+b: (j, len(AA) - i) for (i, a) in enumerate('ABCDE') for (j,b) in enumerate('12345')}\n", "\n", "def draw_graph(g):\n", " plt.figure(figsize=(4,4))\n", " nx.draw(g, pos=node_positions,\n", " edge_color=['r' if g[u][v].get('trodden') else 'grey' for (u,v) in g.edges],\n", " width=3,\n", " node_size=100,\n", " node_color=['b' if n in ('A1', 'A3', 'E5') else 'k' for n in g.nodes])\n", "\n", "g['A1']['A2']['trodden'] = True\n", "g['A2']['A3']['trodden'] = True\n", " \n", "draw_graph(g)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You enter the town at the north-west gate, and walk two blocks to the tourist information office. Your goal is to reach the temple at the far (south-east) corner of town. At the tourist information, you learn that the town has a curious system of tolls levied on all trips along the town's streets:\n", "\n", "* Your trip through town is taxed based on the route you take.\n", "* You are not allowed to use the same street twice in a trip, but you *are* allowed to cross an intersection multiple times.\n", "* Walking one block from west to east increases your tax bill by 2 silver.\n", "* Walking one from east to west decreases your bill by 2.\n", "* Walking one from north to south doubles you tax bill.\n", "* Walking one from south to north halves your tax bill.\n", "\n", "As you've already walked to tourist information, two blocks east of the gate, you currently owe 4 silver. You want to get to the temple, and **you have no money**. Can you get to the temple without ending up in debtors' prison?\n", "\n", "One of the more direct routes, going due south and turning east at the southern wall, would cost 68 silver. A lot more than you have!\n", "\n", "I must admit that I didn't spend a lot of time trying to figure out a solution before giving up and watching the rest of the video, which gives a nice and elegant path that end up costing you nothing." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Python to the rescue\n", "\n", "After the fact, I couldn't help but wonder if there are other free routes to the temple. If so, how many? Are there any on which you *make* money?\n", "\n", "Thankfully, this is fairly easy to brute force on a capable computer.\n", "\n", "If we describe the town layout as a graph `g` using (way overpowered) `networkx`, edges being streets and nodes, labelled chessboard-style, being intersections, we mark the paths we've already taken as *“trodden”*" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:02:38.010066Z", "start_time": "2018-06-05T21:02:38.004728Z" } }, "outputs": [], "source": [ "g['A1']['A2']['trodden'] = True\n", "g['A2']['A3']['trodden'] = True" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "and without too much effort we can figure out where we *could* go next from our current position, and what that would cost us. Add a bit of housekeeping to produce a new graph for every route with the trodden streets properly marked," ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:02:38.095470Z", "start_time": "2018-06-05T21:02:38.016348Z" } }, "outputs": [], "source": [ "def possible_steps(g, pos, cost):\n", " for dest, props in g[pos].items():\n", " if not props.get('trodden'):\n", " if props['direction'] == 'NS':\n", " new_cost = cost * 2 if dest[0] > pos[0] else cost / 2\n", " else:\n", " new_cost = cost + 2 if dest[1] > pos[1] else cost - 2\n", " new_g = g.copy()\n", " new_g[pos][dest]['trodden'] = True\n", " yield new_g, dest, new_cost" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "… and all we have to do is walk the graph!\n", "\n", "I'll be doing this depth-first, as it were, as there's no easy way to discard partial routes that I can be bothered to think of." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:02:38.167141Z", "start_time": "2018-06-05T21:02:38.103647Z" } }, "outputs": [], "source": [ "def walk_on(g, steps, cost, dest=AA[-1]+BB[-1]):\n", " for next_g, next_step, next_cost in possible_steps(g, steps[-1], cost):\n", " new_steps = [*steps, next_step]\n", " if next_step == dest:\n", " yield (next_g, new_steps, next_cost)\n", " else:\n", " yield from walk_on(next_g, new_steps, next_cost)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This only takes about ten minutes on a single core of my aging PC. It should be easily parallelizable, but that's not for the here and now." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:11:53.300409Z", "start_time": "2018-06-05T21:02:38.171717Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "58192\n", "58192 solutions found, min cost -4.0\n", "6 routes free or better\n" ] } ], "source": [ "solutions = []\n", "for solu in walk_on(g, ['A1', 'A2', 'A3'], 4):\n", " solutions.append(solu)\n", " sys.stdout.write(f'\\r{len(solutions)}')\n", " sys.stdout.flush()\n", " \n", "print(f'\\n{len(solutions)} solutions found, min cost {min(c for g, s, c in solutions)}')\n", "optima = [(g, s, c) for (g, s, c) in solutions if c <= 0]\n", "print(f'{len(optima)} routes free or better')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It turns out that of the 58192 allowed routes, we can afford a grand total of 6, some of which will, actually, give as a healthy tax refund of up to 4 shiny silver coins.\n", "\n", "What do they look like (and are they correct)?" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:11:53.338009Z", "start_time": "2018-06-05T21:11:53.303594Z" } }, "outputs": [], "source": [ "def explain_cost(steps):\n", " expl = ''\n", " g = make_graph()\n", " cost = 0\n", " for prev, step in zip(steps[:-1], steps[1:]):\n", " for new_g, next_step, new_cost in possible_steps(g, prev, cost):\n", " if next_step == step:\n", " g = new_g\n", " cost = new_cost\n", " break\n", " else:\n", " expl += 'ERROR\\n'\n", " return expl\n", " expl += f'{prev} to {step} owing {cost}\\n'\n", " return expl" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:11:55.905453Z", "start_time": "2018-06-05T21:11:53.342581Z" }, "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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ePHmi8HanTQPevAGKimQvl0iAuXOBly8VHorSjB49GtnZ2XKX5+TkYNSoUXK78n8sWed+gwYNuJ/fvXun0NuaRUVFGDFiBCQSidx1JBIJRo4cWWYcH1P3LVq0CA4ODrCzs0PLli3Rr18/ZYdUTNnZWZ6iIiJjY9lXCuVf3t61F1fpWwWKlpubW+nVQslLTU2NuzVTWx4+fEgmJiZlrh4U4fnz4lvo7zsHtLSIVq1SaChKk5SURFpaWu89D4RCIe3fv19hccg69xcsWEDGxsZka2tLz58/V1jb586dq9K/BW1tbQoPD1dYHMx/R53tkPP2LfDsWdXWvXr2FcCr4d5LycmAqWn1tvnlF2Dq1BoL4T6AqnwXl0qluLx5M7B5c421DQB49w4QCCq8nZ2djQEDBmDdunVlrh6QlwfMmwesW1djIVxHN2jiIHLRsNL1cnKArVvvIScnsMbariuuX79epZ592dnZiBw+HMOGD/+4Brt3Bw4cABpWfswBYNmyZVi2bBlWrFiBDRs2YPHixWVXyMoCJkwAyg14r66rAN5VYb38/Hxcu3ZN5pCEuiI4OBi+vr74559/YGVlBaB4DOCkSZOQlZUFVVVVfPPNNxgyZEiFbXft2oXu3bvDyMioWm1KpVI0a9YMY8eOxcqVK7n3x44di5iYGBARLCwssGvXLgiFwo/7gP8TExODPXv2YP369TWyPwA4cuQIBg4ciOjoaLi4uNTYfmWp07dV63jns/+kgoICDBgwACNGjED//v2VHQ5TjrJuKI4YMQJHjhxRUuv1i6zycQKBAHv27MGNGzdw9uxZTJ8+HZmZmRW2renycWvXrkV8fDwSEhLQokULbNiw4cM+lAwuLi41mhjfvn2Ln3/+Ge3atauxfVamziZHHR2gceOqrFkEZ1S9ykR9Yo6q/bFTA9BJwbEAxV3ox44dC2tra8yYMaMWWgTEiEceNN+7nppaPkxNH9VCRLWvWbNmVVpPCKCjYkMp4+7du9zPx48f566CFMEFxZ/vfTQ1NeWOs6sL5JWPs7CwQJs2bQAU1yQ1NDRERkZGmW0VUT6u5M4PESEnJ0fmc+NXr16hX79+EIlEaN++PVcyzt7eHpmZmSAi6OvrY8+ePQAAPz8/hISE4NKlS1wR9UWLFmHMmDHw9PSEubl5maS5dOlSWFpaws3NDcOGDcOaNWtkfoaAgADMnTsXfD6/8oNcU5R6U/c91qwpfpZU2bMmbW2ic+dqJ56hQ4dS06ZNSU1NjZo3b07bt29XeJtTpkyR21O15KWlpUVJSUkKjyUiIoIAcN33xWIxnTp1SuHt9u4tv6dqyYvPJ0pPV3goSiMSid77vE1HR4dycnIU0r6sc79///5ka2tL9vb21Lt3b0pNTVVI20REUqmUDA0N33sMTExMam1o04fYt28fjRkzhoiIOnToQDExMRXWuXr1KllZWVFhYWGFZZ07d6bo6GgiKh5iYWxsTLdv3yYiopEjR9LatWsrbJOTk0PNmjUjiURCW7ZsoSlTppRZPmrUKDI0NCRPT0969+5dhe2nTJlCixYtIqLiHsNisZiIiCZMmEAnT56kxMREcnFxoXHjxhERUevWrSk7O5vCwsLIx8eHiIgWLlxIHTp0oNzcXMrIyKBGjRpRfn4+Xbt2jcRiMeXk5FBWVha1bt2aVq9eXSGG2NhY6t+/f4VjoEh1Ojm+e0dkY1P5UI7PP6+9oRzKkJGRQUZGRqSmpia3+3rp8UOfovv3i8cz8njyz4NPtTNOiZiYGNLW1q50GIMiO+PUBWfOnKm0Y5JAICgzBq8u8vHxofPnzxNR8fCXmTNnllmelpZGFhYWdOXKFZnbl04McXFx5O7uzi27cOEC+fr6Vtjm0KFDNHz4cCIievHiBRkbG5O03ABxqVRKkyZNot9++63C9g4ODnT//n3ud2NjY3rz5g3t27eP5syZQ7/++ivt2LGD2rVrR6mpqdS2bVsiogrJ8fvvv+f2YWVlRY8fP6a1a9fSd999x73/9ddfV0iOhYWF1LlzZ3r48GGFY6BIdfa2KlDcFyQqCujaFeDzAVVVKQCCmlo+NDWBkSOBI0c+7WeTBgYGiI6ORtu2baGlpcVVsVBXV4eWlhZmzJiBX375RclRKpa5OfDXX4CtbfE5oYoCAEUQIgtCIbBqFVCqyP8nydnZGaGhoTAzM4NQKIQKijtr6QDQ09PDzp07MWzYMCVHqVje3t44evQoDA0NIRQKwUPxMRCi+NbzH3/8AS8vLyVHKV9J+bhx48bBzMwMq1evxsGDB7lngFlZWfDx8cGyZcvQvn37Gms3KCgIFy5cgJmZGZydnbnycaWpqqpi6NCh1Xpu7OHhgYiICERERMDT0xONGzfG4cOH5XaG+tDycW/fvkVSUhI8PT1hZmaGv/76C3369OEqJClKne2tWqJhQ+DUKeDRI2DChIvIzdWEUJiN3bt7oxbK69UJRkZG+PPPP/HPP/9g2rRpyM/PR8OGDbF3795Kp7j5lFhaAomJQGwsEOISgDxowgJ34JsRhNp6BKFsrq6uePDgASIiIhDZuTMKAdgD6P38OdTU6vw/5Rrh7e2NtLQ0nD9/HrG9egEA2gHomppa50voVVY+rn379vD19YWfn1+lEwTXZPm4zz77DPfv30fr1q1BRDhx4oTM58Yl5eMCAgJw6dIlGBgYoEGDBmjQoAFevHiB/Px8mJubw83NDWvWrKlWp55OnTphwoQJmD9/PqRSKU6ePFlhrkZdXV28ePGC+93T0xNr1qxReG/VevMvytQU6NDhL+53fX35s2V/qqytrdGp079db/4ribE0Z2fAGaUq8vM/fFaD+ojH48HDwwNlKnH+RxJjCVVVVfTs2RNlJi2q44kRKL6Cmzt3bpn3BgwYgKCgIKSkpCA8PBwvX77Erl27ABT3THVwcCiz/qhRozBx4kRoaWnhypUr2LlzJwYNGgSpVIq2bdti4sSJZdY/duwYunTpUuaqrW/fvpgzZw7y8/Ph7++PrKwsEBHEYrHMKa9KOtOIRCIIBALs3r2bW9auXTtuhg93d3fMnz8fbm5uVT4mbdu2RZ8+fSASidCkSRPY29tDt44UzeYRlerXW8eVHkO1cOFCJUaiPOwYoOx99Ppz+tYsdgzYMfhEZGdnQygUQiKRwMPDA1u3buUqcSnTf+srJ8MwDFOnjB8/Hjdv3kRubi78/f3rRGIEWHJkGIZhlGj//v3KDkGmun+jnmEYhmFqGUuODMMwtSg4OBg8Hq/MTDqPHj2Ck5MTHBwcYGtri81y6iSvW7eu0plJZPH09ISlpSUcHBxgbW2NrVu3csu8vb0hFotha2uLiRMncp1rasKJEyfK1HH9GHFxcWjfvj0cHBzg4uKCa9eu1ch+K8OSI8MwTC2SVVu1WbNmuHLlCuLi4nD16lWsXLlSZg3VD0mOABAYGIi4uDhERUVh7ty5yM/PBwAcPHgQ8fHxSEpKQkZGBg4dOvThH6ycPn36YN68eTWyrzlz5mDhwoWIi4vDkiVLMKcWBjaz5MgwDFNL5NVW1dDQ4IZb5OXloUjG5KXr169HWloavLy8uGIHQUFBsLe3h52dXYVhIvLa19bWhqqqKoB/a6tKpVLk5+fLrK2anJyMLl26QCQSoWvXrkhJSUFhYSFatmwJIkJmZiZUVVURHh4OoLg4wN27d7Fr1y5MmTIFQPEQlKlTp6Jjx44wNzfH4cOHARTP0zl58mRYWVmhW7du6NWrF7esNB6Ph6ysLADAmzdvqj0ryYdgyZFhGKaWHD9+HN7e3rCwsIC+vj5iY/+dNOHx48cQiUQwMTHB3LlzKySAqVOnwsjICGFhYQgLC0NaWhrmzp2L0NBQxMXFITo6GsHBwTLbHTFiBEQiESwtLREQEMAlRwDo0aMHDA0NoaOjI7MAwVdffQV/f38kJCRgxIgRmDp1KlRVVWFpaYmbN28iMjISTk5OiIiIQF5eHh4/fswVUS/t6dOniIyMxMmTJ7kryqNHjyI5ORk3b97E3r17yxRFL23dunWYPXs2TExMMGvWLKxYseL9B/sjseTIMAxTS4KCgjB06FAAwNChQ8vcWjUxMUFCQgLu3buH3bt3Iz09vdJ9RUdHc2Xb1NTUMGLECO7qrbzAwEAkJCQgJSUFa9aswaNH/85gc+7cOTx9+hR5eXkVysoBwJUrVzD8f3OEjhw5EpGRkQCKB/2Hh4cjPDwc8+fPR2RkJFfqUpZ+/fpBRUUFNjY23GeLjIzEoEGDoKKigqZNm8ot/7dp0yasXbsWjx8/xtq1azF27NhKj01NYMmRYRimFryvtmoJIyMj2NnZISIiosZjaNy4MZycnHD16tUy7/P5fPTt2xfHjx+v8r5Kaqteu3YNvXr1QmZmJi5dulSl2qrVrT2ze/dubv7YQYMGsQ45DMMwn4qS2qqPHj1CcnIyHj9+jJYtWyIiIgKpqanIyckBALx+/RqRkZGwtLSssI/StVVdXV1x+fJlvHjxAoWFhQgKCqpQW7U8iUSC69evo1WrVsjOzsbTp08BFD9zPHXqlMzaqh07duSejwYGBnLJz9XVFX/++SdUVFTA5/Ph4OCALVu2wMPDo8I+5OnUqROOHDmCoqIipKen49KlSzLXMzIywuXLlwEAoaGhMm/b1jRWBIBhGKYWVFZbtX///pg5cyZ4PB6ICLNmzYK9vX2FfYwfPx7e3t7cs8eVK1fCy8sLRAQfHx/07dtXZtsjRoyAlpYW8vLyMGrUKDg7OyM9PR19+vThOgB5eXlVqM0KAL/88gtGjx6N1atXo3Hjxti5cyeA4itBExMTbgYRd3d3roNQVQ0YMAAXL16EjY0NTExM4OTkJLO26rZt2zBt2jRIpVLw+fwyw1EUhdVWrWfYMQCrqQmwYwCwY/CJKKmt+vLlS7i6uiIqKgpNmzZVdljsypFhGIZRnt69eyMzMxP5+fkICAioE4kRYMmRYRiGUSJ5zxmVjSVHhqmP/jcc4D9NxvMxhqkprLcqw9RHW7b8+/qv+vHHf1/1hKqqKhwcHCAWi+Hk5IQ///wTgGJrqxYUFGDevHlo06YNnJyc0KFDB5w5cwZA/amteujQIdja2kJFRQUxMTFlliUkJKBDhw6wtbWFvb09cnNza6RNduXIMPXR/8p+/acJBMqOoNq0tLQQFxcHoHjw/fz583H58mWutqqmpiays7NhZ2eHPn36VKiSs27dOnzxxRcQVOOzBwQE4OnTp0hKSoKmpibS09O5YREHDx5EgwYNQEQYOHAgDh06xBUp+Fh9+vRBnz59amRfdnZ2OHr0KCZMmFDmfalUii+++AJ79+6FWCzGy5cvoa6uXiNtsitHpv6xsvr3xTD1VFZWFvT09AAorraqRCLBtm3b8Msvv3D7b9KkCQYPHgyg/tRWtba2ljnu8/z58xCJRBCLxQAAfX39MqXxPgZLjkz9c/Xqvy+GqUdycnLg4OAAKysrjBs3DgEBAdwyRdRWvXfvHlq0aMElQVnqQ21Vee7cuQMej4cePXrAyckJP/zwQ7W2rwxLjkz906DBvy+GqUdKbqveunULZ8+ehZ+fH1dKTZG1VStTH2qryiOVShEZGYnAwEBERkbi2LFjuHjxYrX2IQ9LjgxTD5X8sSovMjKyVooyMx+vQ4cOePHiBTIyMsq8X5O1VVu3bo2UlBRuuid56nptVXmMjY3h4eEBAwMDCAQC9OrVC3///XeN7JslR4aphy5duoTk5GQ8evSozEsoFOLkyZPKDo+pglu3bqGwsBD6+voKq60qEAgwduxYTJs2jZvguGRS4/pUW1WeHj16IDExERKJBFKpFJcvX4aNjU219iEP663KMPXQy5cv8fnnn8vsQNGkSRMlRKR4WVlZWLFiBVJTU9GzZ88yV8+TJ0/Gxo0blRhd1ZQ8cwSKr552794NVVVV/PPPPwqrrfr999/j22+/hY2NDfh8PrS1tbFkyRK8e/eu3tRWPXbsGL766itkZGTAx8cHDg4OOHfuHPT09DBjxgy0bdsWPB4PvXr1go+PT5XbrwyrrVrPsGMAJCYmolmzZjAwMKiwLC8vr8ztm09VixYtkJKSouwwatWAAQPQpk0btG/fHr/99hvU1dWxf/9+aGpqwsluGZgkAAAgAElEQVTJqcZupzG1q67WVmW3VZl6x9/fv8xYppJu7xKJpFq3dOqzki9JSUlJ3O24T939+/excuVK9OvXDydOnICTkxO6dOmCly9fKjs05iP07t0bDg4OcHd3Z7VVGeZjFBUVlbn14uzsjOvXr0MgEHDPVT51o0ePBgB89tlnMDMzw4IFC2pswHVdVXL7T0Wl+Dv9N998g+bNm8PDwwPZ2dlKjo75UHW1tiq7cmTqnaKiIu5qKSsrC/fv34dEIkFhYSGkUqmSo6tdAoEAISEhuHTpEgYNGoTU1FRlh6Qwn3/+eYWhBqNGjcKPP/4IDQ0NJUVVPc+ePcPQoUPRqlUrODs7o1evXrhz545SysdJJBL4+PjAysoKtra23NjDmhITE4OpU6fWyL7Cw8Ph5OQENTU1mUUCsrKyYGxszBUdqAnsypGpd4YMGYIePXqgW7duCAsLw5dffgkPDw+oqanJHMT8KSMi6Ojo4KeffkJiYiLGjRuHbt26YebMmcoOrcbJG+Dt7e2NBQsW1HI01UdE8PX1hb+/P9f7Mz4+Hunp6WjXrp1SysfNmjULXl5eyM/PR9euXXHmzBn07NmzRj6vi4sLXFxcamRfLVq0wK5du7BmzRqZywMCAmr8kQpLjky9880338DR0RG3bt3Chg0bYGNjg/79+4OI4OrqquzwaoW5uTmICKmpqWjZsmWZZefPn/8kk2NlFi5cyN1qrqvCwsKgrq5epkdoSdmz0qpSPs7AwABhYWEICgrC8uXLud6qq1atKrNNSfm4hw8fyiwfVzLoXkNDA05OTjLvPLx69QpjxozBgwcPIBAIsHXrVohEItjb2yMiIgK6urowMDDA2rVr4efnBz8/P4wcORLq6upYs2YNTp48iUWLFiElJQUPHjxASkoKpk+fzl1VLl26FPv27UPjxo1hYmICZ2dnzJo1q0wMZmZmAMDdUi8tNjYW6enp8Pb2rlCU/GOw5MjUS7169UKvXr243+VV5fhUxcTEgMfjwdHRkfv5UycSiWS+T0TvrSZTFyQlJcHZ2Vnu8sePH8PHxwf37t3D6tWrZZaP++mnnxAWFgYDAwOufFxsbCz09PTQvXt3BAcHo1+/ftw2VSkfBwCZmZn4448/MG3atArLFi5cCEdHRwQHByM0NBR+fn6Ii4tDp06dEBUVBVNTU5ibmyMiIgJ+fn64cuUKNm3ahOjo6DL7uXXrFsLCwvD27VtYWlpi0qRJiIuLw5EjRxAfH4+CggI4OTlVeozKKyoqwsyZM7Fv3z5cuHChyttVBUuOTP1T+plLPZyZoSY0atQIAHDt2jXo6+srOZrakZ6ezo1tK42I0LFjRyVFVXNKyselpaWhX79+GDhwYKVjVkuXjwPAlY8rnRyrQiqVYtiwYZg6dSrMzc0rLI+MjMSRI0cAgOsdnJWVxZWPMzU1xaRJk7B161Y8efIEenp60NbWrrAfHx8faGpqQlNTE4aGhkhPT0dUVBT69u0LPp8PPp+Pzz//vFqxb9y4Eb169YKxsXG1tqsKlhyZ+qf0bcR6cMWgSIaGhsoOodb07t0b2dnZ3CD60jw9PWs/oGqytbWV2ZmkvNLl4z72GXrp8nHyrh7Hjx+PNm3aYPr06dXat4eHB3799VekpKRg2bJlOHbsGA4fPlyl8nGqqqo10nnuypUriIiIwMaNG5GdnY38/HwIhcIamUeS9VZl6p/nz/99Mf8ZO3bsgJubm8xl+/fvr+Voqq9Lly7Iy8vD1q1bufcSEhIQERGhlPJxAPDtt9/izZs3WLdundy43d3dERgYCKB42IWBgQEaNGgAExMTvHjxAnfv3oW5uTnc3NywZs2aapeP++OPP5Cbm4vs7Oxqlz4MDAxESkoKkpOTsWbNGvj5+dXYBMssOTJMfZSZ+e/rvyor699XPcDj8XDs2DFcuHABrVq1gq2tLebPn4+mTZvin3/+Qbt27SAWi9G5c+f3lo/z8vJCs2bNuPJxYrEYzs7OcsvHNW7cGDY2NrCzs0Pv3r3RoEEDpKamYtmyZbh58yY3jGT79u0Vtl+0aBFiY2MhEokwb9487N69m1vWrl07WFhYAChOok+ePJH7BUaWtm3bok+fPhCJROjZsyfs7e1llo+Ljo6GsbExDh06hAkTJsDW1rbKbXwoVj6unmHHAEDpzif15/StWT16/PvzuXPKi0OZhgz59+cDB5QXB/NRSsrHlVS42rp1K5ycnJQdFnvmyDD10vnzyo5A+Q4e/PdnlhzrrfHjx+PmzZvIzc2Fv79/nUiMAEuODMMwjBLV1efF7JkjwzAMw5TDkiPDMEwtkVdbNS4uDh06dICtrS1EIhEOyLlNvGvXLqSlpVWrzVGjRqFly5YQi8WwsLCAn58fVwmnPtVX/emnn2BjYwORSISuXbvi0aNH3LI5c+bA1tYW1tbWmDp1KmqiKw1LjgzDMLWgpLaqp6cn7t+/j9jYWKxYsQLp6ekQCATYs2cPbty4gbNnz2L69OnIlNET+UOSIwCsXr0a8fHxuH37NhwdHdGlSxduaMesWbNw69YtXL9+HVFRUThz5sxHf9YSLi4uWL9+fY3sq6QaVEJCAgYOHIg5c+YAAP78809ERUUhISEBSUlJiI6O5mrHfgyWHBmGYWqBvNqq7u7usLCwQJs2bQAUFwEwNDRERkZGme0PHz6MmJgYjBgxAg4ODsjJycHFixfh6OgIe3t7jBkzBnl5eZXGwOPx8PXXX6Np06Y4c+YMBAJBleur9uvXDyKRCO3bt0dCQgIAwN7eHpmZmSAi6OvrY8+ePQAAPz8/braY3r17AygeEjJmzBh4enrC3Ny8TNJcunQpLC0t4ebmhmHDhsksMO7l5cUVXG/fvj0XJ4/HQ25uLvLz85GXl4eCgoJKKwtVFUuODMMwteB9tVVLXLt2Dfn5+WjVqlWZ9wcOHAgXFxcEBgYiLi4OPB4Po0aNwoEDB5CYmAipVIpNmzZVKRYnJyfcunWrzHsl9VW7du1aYf2S+qoJCQlYvnw5/Pz8AICrr3rjxg2uvipQXLlGVkm/W7du4dy5c7h27RoWL16MgoICREdHc/VVz5w5U6Xi4Tt27OBmD+nQoQM37rNZs2bo0aMHrK2tq3QcKsOSI8MwTB3x9OlTjBw5Ejt37pQ5A0Vpt2/fRsuWLblB+P7+/ggPD69SO+WfyVWlvurIkSMByK6vGh4ejkmTJiExMbFK9VUNDAxk1lfV0dF5b33Vffv2ISYmBrNnzwZQXFz9n3/+QWpqKp48eYLQ0FAuSX8MlhwZhmFqga2tLWJjY+Uuz8rKgo+PD5YtW4b27dsrNJbr16+Xubr6mPqqERERiIiI4IqgK7K+6oULF7Bs2TKcOHGC29exY8fQvn17CIVCCIVC9OzZE1euXKnWfmVhyZFhGKYWVFZbNT8/H76+vvDz86u02Hjp2qqWlpZITk7GvXv3AAB79+6tUFu1PCLC+vXr8fTpU3h7ewOoP/VVr1+/jgkTJuDEiRNlCu63aNECly9fhlQqRUFBAS5fvsxuqzIMw9QXldVWPXjwIMLDw7Fr1y44ODjAwcEBcXFxFfYxatQoTJw4EQ4ODiAi7Ny5E4MGDYK9vT1UVFTKdPYpbfbs2dxQjujoaISFhUFDQ6Ne1VedPXs2srOzMWjQIDg4OKBPnz4Aip/FtmrVCvb29hCLxRCLxdWe+koWVlu1nmHHAKy2KsCOAcCOwSekLtZXZeXjGIZhGKWqi/VVWXJkGIZhlKou1ldlzxwZhmFqiaqqKhwcHGBrawuxWIwff/wRRUVFAICQkBA4OzvD3t4ezs7OCA0NlbmPdevWQSKRVKtdT09PWFpaQiQSwcrKClOmTOEq8OTm5sLV1RVisRi2trY1/rhm8+bNXHGAjzV27FiIxWKIRCIMHDgQ2dnZAIC8vDwMGTIErVu3Rrt27ZCcnPzRbbHkyDAMU0u0tLQQFxeHGzduICQkBGfOnOH6ERgYGOCPP/5AYmIidu/ezY0rLO9DkiMABAYGIiEhAQkJCdDU1OQmRtbU1ERoaCji4+MRFxeHs2fP4q+//vrwD1nOxIkTuaIBH2vt2rWIj49HQkICWrRogQ0bNgAoLgqgp6eHe/fu4euvv8bcuXM/uq16kxzj4uIQEhKC48eP49KlS3j48KGyQ6pVRISoqCicO3cOJ06cQGRkJJ49e6bssGpVUVERzp8/j2kAJgD4BcDr16+VHFXtkkqlOHr0KKYAmAhgB4B3794pOaralZubi71792ISgMkAgoD3lk2riwwNDbF161Zs2LABRARHR0cYGRkBKB4TmZOTU+FzrV+/HmlpafDy8uLKvgUFBcHe3h52dnZVSgoaGhr44YcfkJKSgvj4ePB4PAiFQgBAQUEBCgoKwCvd2el/4uLi0L59e4hEIvj6+uL169d4/vw5V/WnZF8pKSkAgFatWkEikWDRokVcOThPT0/MnTsXrq6usLCw4AbrSyQSDB48GDY2NvD19UW7du1kVspp0KABgOK/hzk5OVycx48fh7+/P4Di3qsXL178+OLjVMc9ffqUXF1dSSAQEI/HIwCkqqpKfD6ffH196d27dwptf/To0dS4cWOytbXl3hs8eDCJxWISi8VkampKYrFYoTHcvXuXLC0tSVtbmwBwx0BTU5MmTJhABQUFCm1f1jEgIlq/fj1ZWlqSjY0NzZ49W6ExxMTEUPPmzUkoFHLHQAAQn8+n7777joqKihTWtqzPv3DhQjIyMuLOg1OnTims/RIhISHUqFEj0tHR4Y6BECCBQEAbN25UePt1wf79+0lHR6fMeSAEqEGDBnT06FFlh/de2traFd7T1dWlZ8+elXnv0KFD1LVrV5n7MDU1pYyMDCIievLkCZmYmNDz58+poKCAvLy86NixYxW26dy5M0VHR5d5r2/fvvT7778TEZFUKiWxWEza2to0Z84cme3a29vTpUuXiIgoICCApk2bRkRENjY29ObNG/rll1/IxcWF9u3bR8nJydS+fXsiKv63snr1ai6OGTNmEBHRqVOnuM+4evVqGj9+PBERJSYmkqqqaoV4S4waNYoMDQ3J09OT+/tva2tLjx8/5tYxNzfnjtGHqtPJMTMzk0xNTUlNTY37h1D6xefzycPDg6RSqcJiuHz5MsXGxlZIDCVmzJhBixcvVlj7qamppK+vTyoqKjKPgUAgoGHDhimsfSLZxyA0NJS6du1Kubm5RESUnp6usPaTkpLK/DEs/9LW1qa5c+cqrH1Zn7/0P/jacPnyZRIIBHKPwX8hQR44cKDSY6ClpUUnTpxQdpiVqkpyTEpKInNzc7p3757MfZROjsHBwTRy5Ehu2fbt2+nrr7+usI2s5NinTx8uOZZ4/fo1eXp6UmJiYpn3MzMzycTEhPv93r175OjoSERE48aNo9OnT9OgQYPo6NGjNH78eNq7dy/3hbl8coyMjCQiomfPnlGrVq2IqDhRh4aGcvt3dHSUmxyJipP5pEmT6LfffiMixSTHOn1b9ZdffkF6errcEkO5ubn4+++/cfr0aYXF4OHhgUaNGslcRkQ4ePAghg0bprD2Fy5ciDdv3nAP7cuTSCQ4fvw4/v77b4XFIOsYbNq0CfPmzeNKOJWuWFHTpk2bxj14l+Xdu3f4+eef8eTJE4W0X9k5UBuICOPGjav0OZNEIsGsWbM+2VusBQUFmDhxYqXHICcnB//3f/8n999KXfTgwQOoqqpy/35SU1Ph6+uLPXv2VCg8XpMKCwuRmJhYoZJMw4YN4eXlhbNnz1Z5XyUl5B49eoS+ffsiPj4ekZGR7y0h9yHl40qoqqpi6NChOHLkCACgefPmePz4MYDiRw9v3ryBvr7+B+27RJ1NjkSEn3/+Gbm5uZWul52djR9++KGWoiorIiICTZo04aaaqWnv3r3D/v3733sC5eXlYe3atQqJQZ47d+4gIiIC7dq1Q+fOnREdHa2QdlJTUxEVFfXe9YgImzdvVkgM8mzYsAEikQhjxoxR6LPP2NjYKs3hp6Kigt9//11hcSjTqVOnqvSHVCKRICQkpBYi+ngZGRmYOHEipkyZAh6Ph8zMTPj4+GDlypXo1KmT3O1Kl5BzdXXF5cuX8eLFCxQWFiIoKOi9JeQKCgowf/58mJiYQCQSISMjg+u5mpOTg5CQEFhZWZXZRldXF3p6etwzwtKl6tzd3bFv3z60adMGKioqaNSoEU6fPl2tKjmdOnXCwYMHAQA3b95EYmJihXWIiCuVR0Q4ceIEF2efPn24qj2HDx9Gly5dZD43rY46O84xKysLb968qdK6NyIjy1bL+BAqKkBBQfF/qygoKEj+VWNsLODi8lEhJaNq/4MKCwsRs28fsG/fR7WHFi2AGzeA/z2cr4xUKsWrV6/w119/ITo6GoMHD8aDBw/KnpBHjgCV1ImsihsANAFU/hWp+AvC1e+/B77//qPaQ8eOwKlTQMOGla42adIkBAQEgMfjISAgADNnzsRvv/1WccUVK4AFCz4qpAQU3zd8n+zsbGzatEnmfHz13aVLl7iEUJmcnBwkJiaiR48etRBV9eXk5MDBwQEFBQVQU1PDyJEjMWPGDADFX7bu3buHJUuWYMmSJQCA8+fPV7grM378eHh7e8PIyAhhYWFYuXIlvLy8QETw8fHheqGWN2LECGhqaiIvLw+fffYZjh8/DqB4JhB/f38UFhaiqKgIgwcP5uZgLG337t3c1bu5uTl27twJADAzMwMRcfVU3dzckJqaCj09vSofl8mTJ8Pf3x82NjawsrKCra1thRJyRAR/f39kZWWBiCAWi7kpusaOHYuRI0eidevWaNSoUY18SayzyVFVVbXKvY2Ucflb0muwsir7H0sVVfujCNT+MTA2Nkb//v3B4/Hg6uoKFRUVvHjxAo0bN67RdlQVtO7HKj2Z6v/93//J/GNSU1QBVPWrn6pqbR6F2qOiogIej/fevwkqKip1+hgUFhbKXfbtt9/i22+/fe8+vvrqK3z11Vfc78OGDXvvo51Lly7JXSYSiXD9+vX3tuvg4CB3iEfJLU0AWLBgARaU+kK4aNEimXEYGBhw4xH5fD727dsHPp+P+/fv47PPPoOpqWmZNlRUVOTeReLz+Th06NB7P0N11NnbqkKhsMLBkYUHoOr132vOhQsXYGVlBWNjY4W10QpV+4OvAaC2vyf369cPYWFhAIpvsebn58PAwKDG23EGUJVO+gIAPWu8dfmePn3K/Xzs2DHY2dkprK1OAOT/Sf2XhoYGWrZsqbA4lKlFixZQU3v/d3k1NbVq3c5j6gaJRAI3NzeIxWL4+vpi48aN0NDQUG5QH9WdR8G2bNlSae80/K+XXlRUlMJiGDp0KDVt2pTU1NSoefPmtH37diIi8vf3p02bNims3RLz588nTU3NSo8Bn8+nBw8eKCwGWccgLy+PRowYQba2tuTo6EgXL15UWPvDhg0jdXX1So+BlpYWZWZmKqR9WZ//iy++IDs7O7K3t6fPP/+c0tLSFNJ2iY4dO8rtsVzy0tfXV/iwHmUpKioiMzOzSj8/ALKyslJ2qMwnok4nx/z8fHJ3dyctLS25iXHixInKDlOh3r59S9bW1nITpEAgoBUrVig7TIVKT0+nZs2ayR3SIxAIaM+ePcoOU6Hu3r1LDRs2rHRIT0hIiLLDVKirV6+WGetb/iUUCun69evKDpP5RNTp5EhElJubS5MmTSItLS3S+d/Ab53/Dfpdvny5Qgd/1xVv3ryhIUOGkKamJmloaJC6ujppaGiQgYEBbdu2Tdnh1YqnT5+St7c38fn84oHv/xv8bWxsLHPQ86fozp071KlTJ+Lz+aSurs69LCws6PLly8oOr1bExMSQSCQigUBA2gBpA6QFkJOTE8XHxys7vPdSUVEhsVhMNjY2JBKJaM2aNVRYWEhExcm/pKiESCSSW9Rg2bJl1W7X1NSU7OzsyM7Ojqytrembb76hnJycMuu8efOGmjdvTl9++WX1P1glAgICauyLW48ePUgkEpGNjQ1NmDCBG+M+a9YssrS0JHt7e+rXrx+9fv36o9uqN/M5vn37FmcbNMAbAE0BdM/LU/496Vr24sULTJw4Efn5+WjYsCF27txZpzsfKMKTJ08QZmyMPAAWANyKij66y3Z9c+/ePcyePRtExJUg+69JSEjA32IxAMAVgE39+DMGoVDIjdl9/vw5hg8fjk6dOmHx4sWQSCTQ0NCAmpoanj59CrFYjLS0tArPWkvvo6rMzMwQExMDAwMDZGdnY/z48VBXVy8zafG0adOQkZGBRo0acTVL65qsrCw0aNAARISBAwdi0KBBGDp0KM6fP48uXbpATU2NK6G3atWqj2qrznbIKU9HRweDAIwD0Bv4zyVGoLh3V0nF/latWv3nEiNQPNj3CwBjAbgD/7nECACtW7eGg4MDHB0d0bx5c2WHoxQikQijAIwCYKPcUD5Y+dqqAoGAS4S5ubkyz+158+Zxw0FGjBgBAPjpp59gZ2cHOzs7rFu37r3tCoVCbN68GcHBwXj16hWA4rG06enp6N69u9ztLl68CEdHR9jb22PMmDHIy8tDdHQ0+vfvD6C4vqmWlhby8/ORm5sLc3NzAMCoUaNw+PBhAMVJeuHChXBycoK9vT1u3boFoHjMZ7du3WBra4tx48bB1NQUL168qBBDSW1VqVSK/Px87hh1796dO3bt27evkeFM9SY5MgzDfGrMzc1RWFiI58+fAwCuXr0KW1tb2NvbY/PmzRWuGleuXMnN7BEYGIjY2Fjs3LkTV69exV9//YVt27ZVaVhGgwYN0LJlS9y9exdFRUWYOXMmVxxcltzcXIwaNQoHDhxAYmIipFIpNm3aBEdHR8TFxQEoLopiZ2eH6OhoXL16Fe3atZO5LwMDA/z999+YNGkS1+bixYvRpUsX3LhxAwMHDuSKl8vSo0cPGBoaQkdHBwNljKP+7bff0LPnx/ddZ8mRYRimjmjXrh1u3LiB6OhorFix4r0VwiIjI+Hr6wttbW0IhUL079+fq2LzPiVP1DZu3IhevXpVOizt9u3baNmyJSwsLAAA/v7+CA8Ph5qaGlq1aoV//vkH165dw4wZMxAeHo6IiAi55eNKrjSdnZ25cY6RkZEYOnQoAMDb27vSAgLnzp3D06dPkZeXV2HOy2XLlkFNTY27qv4YLDkyDMMoSfnaqiWsra0hFAqRlJSkkHbfvn2L5ORkWFhY4MqVK9iwYQPMzMwwa9Ys7NmzB/Pmzavyvjw8PHDmzBmoq6vjs88+Q2RkpMJrq/L5fPTt25er8gMAu3btwsmTJxEYGFgjj1tYcmQYhlGC8rVVHz58yCWLR48e4datWzAzM6uwnbq6OgoKCgAU1zUNDg6GRCLBu3fvcOzYMblJqUR2djYmT56Mfv36QU9PD4GBgUhJSUFycjLWrFkDPz8/rFy5ssw2lpaWSE5O5mqblq+tum7dOnTo0AGNGzfGy5cvcfv27WoVxihdW/X8+fMyaxVnZ2dzxTekUilOnTrF1VY9e/YsfvjhB5w4cQICgaDK7VamzpaPYxiG+dRUVls1MjISK1euhLq6OlRUVLBx40aZVafGjx8PkUgEJycnBAYGYtSoUXB1dQUAjBs3Do6OjjLbLqm/WlRUBF9fXwQEBFQ5bj6fj507d2LQoEGQSqVo27YtJk6cCKD4VnB6ejpXW1UkEuHZs2fVunpbuHAhhg0bhr1796JDhw5o2rQpdHR0yqzz7t079OnTB3l5eSgqKoKXlxcXw5QpU5CXl4du3boBKO6U87ETEdSboRwAyhYXr0dh16TFixdzPy9cuFCJkSgROw/YeQCw8+ATkpeXB1VVVaipqeHKlSuYNGkS19FHWdiVI8MwDKNUKSkpGDx4MIqKiqChoYFt27YpOySWHBmGYRjlatOmTZWGoNQm1iGHYRiGYcphyZFhGKaWqKqqwsHBAba2thCLxfjxxx9RVFRUZp2UlBQIhUK5g/KXL19e7Xazs7MxYcIEtGrVCs7OzvD09MTVq1e55YWFhXB0dKzxeUk3b96MPXv21Mi+NmzYgNatW4PH41WonnPp0iXuuJb0oi3v4cOHaNeuHVq3bo0hQ4YgPz+/0vZYcmQYhqklJdVtbty4gZCQEJw5c6ZM5yoAmDFjRqUVXj4kOY4bNw6NGjXC3bt3uao6pRPMzz//DGtr62rv930mTpwIPz+/GtlXp06dcOHChQrz/GZmZmLy5Mk4ceIEbty4IXfS47lz5+Lrr7/GvXv3oKenhx07dlTaHkuODMMwSlC+tioABAcHo2XLlrC1tZW5zYfUVr1//z6uXr2K77//HioqxX/yW7ZsCR8fHwBAamoqTp06hXHjxsmNNS4uDu3bt4dIJIKvry9ev36N58+fw9nZGQAQHx8PHo/HlX1r1aoVJBIJFi1axF0Be3p6Yu7cuXB1dYWFhQVXyUcikWDw4MGwsbGBr68v2rVrh5iYmAoxODo6yhz3uX//fvTv3x8tWrTgjmt5RITQ0FCu3Jy/vz+Cg4Plfl6AJUeGYRilKV1bNTs7G6tWrap0aM6H1Fa9ceMGHBwc5E5UMH36dPzwww9c4pTFz88Pq1atQkJCAuzt7bF48WIYGhoiNzcXWVlZiIiIgIuLCyIiIvDo0SMYGhrKHIwvlUpx7do1rFu3jrti3rhxI/T09HDz5k0sXboUsbGxVTl0nDt37uD169fw9PSEs7OzzNu4L1++RMOGDblatcbGxnjy5Eml+2XJkWEYpg5YtGgRvv76awiFwipv8zG1VQHg5MmTMDQ05K4AZXnz5g0yMzO5Z3kldVUBoGPHjoiKikJ4eDgWLFjw0XVV7ezsIBKJqhw/UJxwY2NjcerUKZw7dw5Lly7FnTt3qrUPWdhQDoZhGCUpXVv16tWrOHz4MObMmYPMzEyoqKiAz+djypQpH9WGra0t4uPjUVhYWOHqMSoqCidOnMDp06e5q2M/mwEAACAASURBVMAvvvgC+/btq9K+PTw8uKvFvn37YtWqVeDxeNwt2/Jqoq5qecbGxtDX14e2tja0tbXh4eGB+Ph4rkg6AOjr6yMzMxNSqRRqampITU1973Rv9evKcdasf18Mw/y3LV/+76seKl9bNSIiAsnJyUhOTsb06dOxYMECmYmxurVVW7VqBRcXFyxcuJB7tpmcnIxTp05hxYoVSE1NRXJyMn7//Xd06dKlQmLU1dWFnp4ed0Vavq7qvn370KZNG6ioqKBRo0Y4ffo03NzcqnwcStdVvXnzJhITE6u8LQD07dsXkZGRkEqlkEgkuHr1aoXORTweD15eXty8krt370bfvn0r3W/9unJctkzZETAMU1fMn6/sCKqtstqqVfUhtVW3b9+OmTNnonXr1tDS0oKBgQFWr15d5TZ3796NiRMnQiKRwNzcHDt37gRQPHkxEXF1Vd3c3JCamlrplFPlTZ48Gf7+/rCxsYGVlRVsbW2hq6tbYb3169fjhx9+wLNnzyASidCrVy9s374d1tbW8Pb2hkgkgoqKCsaNG8cVPS9Zx8jICKtWrcLQoUPx7bffwtHREWPHjq00rvpVW5VhNTUBVlMT7DxgPh2FhYUoKCgAn8/H/fv38dlnn+H27dvQ0NBQalz168qRYQDgs8+UHQHDMDVEIpHAy8sLBQUFICJs3LhR6YkRYMmRqY/kDPJlGKb+0dHRkTmuUdnqV4ccAMOHD5f5fmRk5HvvITOfiIYN/30xTD3y7NkzDB06lCvj1qtXrzLDDrKysmBsbCy3h+q6desgkUiq1WZBQQHmzZuHNm3awMnJCR06dMCZM2cAFA/Mt7S0hIODAxwcHPD8+fMP/3DlxMTEYOrUqTWyr/DwcDg5OUFNTY3rVFNizpw5sLW1hbW1NaZOnQpZTwpfvXqFbt26oU2bNujWrZvMyZTLq3fJ8dKlS0hOTsajR4/KvIRCIU6ePKns8BiGYWQiIvj6+sLT0xP3799HbGwsVqxYgfT0dG6dgIAArnOLLB+SHAMCAvD06VMkJSXh77//RnBwMN6+fcstDwwMRFxcHOLi4mRWl/lQLi4uWL9+fY3sq0WLFti1a1eFi6M///wTUVFRSEhIQFJSEqKjo3H58uUK269cuRJdu3bF3bt30bVrV6xcufK9bda726ovX77E559/LnOW6SZNmighIoZhmPcLCwuDuro6N3s9AIjFYu7n2NhYpKenw9vbW+ZtxvXr1yMtLQ1eXl4wMDBAWFgYgoKCsHz5chARfHx8sGrVqjLbSCQSbNu2DQ8fPuTGGDZp0gSDBw+uctyvXr3CmDFj8ODBAwgEAmzduhUikQj29vaIiIiArq4uDAwMsHbtWvj5+cHPzw8jR46Euro61qxZg5MnT2LRokVISUnBgwcPkJKSgunTp3NXlUuXLsW+ffvQuHFjmJiYwNnZGbPKDdcrKRtXvooPj8dDbm4u8vPzQUQoKCiQmQeOHz+OS5cuASguYuDp6VnhWJVX764cmzRpgsTERCQkJMh8MQzz31NZoe66IikpSW4lmqKiIsycOVPuTBwAMHXqVBgZGSEsLAxhYWFIS0vD3LlzERoairi4OERHR1eoF3rv3j20aNECDRo0kLvf0aP/n73zjorqeN/4s4B0sIEVpEhT2GVBQVFA0KgIir0SQIwasRD9JbYk1sQWTWKLNQbQIPpVo0lMLMFGEQVMEKNiBZEiAQQR6fD+/iDcgLsLi7Ksq/M5556ze++UZ4fLvjtzZ54JgFAoxBdffCF2SHLFihWws7NDUlIS1q5dyxmJ9+/fHzExMbh58yZMTU25dZCxsbHo16+fSDnJyck4c+YM4uLisGrVKlRUVCA+Ph7Hjh3D9evXcerUqSY/e3RycoK7uzs6d+6Mzp07Y+jQoWIN1LOzs9G5c2cAQKdOner11iWhcD3Hlx3sGe8un376Kfr37y/RjYPxdvHnn3+KPU9ESExMbGE1zcuOHTvg6ekJAwMDqfPEx8fDzc0N+vr6AAAfHx9ERkZi1KhRUpcRFhaGrl274vnz5xg7diwOHDggsotGdHQ0jh07BgAYOHAg8vLyUFhYCBcXF0RGRsLIyAiBgYHYs2cPMjIy0LZtW2hpaYnU5eXlBTU1NaipqaFDhw7Izs5GTEwMRo4cCXV1dairq2PEiBFSawdqgv/t27eRnp4OABg8eHCD9nVATW9T3MjjyyhccLS0tIS1tTUyMjLg7++PwMBALFiwANXV1fjqq6/qDVMw3m5+/PFHFBYWIiQkBN9++22TvlgYioeDgwMGDBggtndTUFAgB0VNw9raWmQySS2xsbGIiorCjh07UFRUhPLycmhra0v1bKwhzMzMkJaWhsLCQrG9x1oLNR0dHUyZMgVxcXFSbzHl6uqK7777DmlpaVizZg2OHz+Oo0ePSgxMtcO6QPPZxx0/fhx9+/bl/GiHDRuG2NhYEQ0dO3ZEVlYWOnfujKysLKmerSrcsGpQUBB27NiBgoICuLu7Y+jQoZg2bRo+/vjjemP5jLcfFRUVbN++HZ999hkCAgLw7bffimwcy3h76NGjB3bv3s0NK9Y99PT05C2vUQYOHIiysjLs2bOHO5eUlISoqCiEhYUhLS0Nqamp2LRpE/z8/MQGRh0dHW4yjaOjIy5duoTc3FxUVVUhPDxcZKNfTU1NfPDBB/joo4+4zX1zcnJw5MgRVFZWcns6VlRU4OTJk5yzTF1cXFwQFhYGoGZCpJ6eHnR1dWFoaIjc3Fzcu3cPpqamcHZ2xqZNmxqcUPQy/fv3x6+//orS0lIUFRU1eVJlt27dcOnSJVRWVqKiogKXLl0SO6zq7e2N0NBQANJZxwEKGByrqqq4G2DUqFEgIowfPx5DhgxBaWmpnNUxWoJLly7h0qVLKCkpwcWLF/Hs2TN89tlnuHbtGnr37i1veQwZsXLlSok/frZt29bCapoOj8fD8ePHERERge7du8Pa2hpLly5Fp06dpC5j5syZ8PDw4J6zrV+/Hu7u7rC1tUWvXr3Eful/+eWX0NfXR8+ePWFjY4Phw4dDV1cXZWVlGDp0KAQCAYRCIbp27YoZM2aI5F+5ciWuXbsGgUCAJUuWcEEGAPr06cMZfLu4uCAjI6NJvqoODg7w9vaGQCDAsGHDwOfzxVrHxcfHw8DAAEeOHMGHH37I7Xc5btw4dO/eHXw+H7a2trC1teWGZqdPn849w1yyZAn++OMPmJubIyIiAkuWLGlUm8LZxzk5OeHLL7/EoEGDcPToUSxYsABfffUV2rRpgxUrViAuLk7eEmUKsw2r+RUIAOfPn4e7u7vI84NffvlFHrJaFHYf1Cc4OBgBAQHylsF4BYqKiqCtrY3i4mK4urpiz549sLe3l7csxXvmuGPHDsycORN3796Fo6MjLl++jKVLlyIjIwM7duyQtzxGC1Ab/Pz8/MRubMp491ixYgULjgrKzJkzcevWLZSWlsLf3/+NCIyAAgZHOzs7xMfH1zsn7d5jjLcLFhjfLSRtgktEUk3NZ7yZHDx4UN4SxKJwwZHBQFXVf69f2ryV8faSnZ2NM2fOiGyHRERi19UxGK+Dwk3IYTCgovLfwXhnGD58OIqKimBkZFTvMDY2hpubm7zlSUVD3qrKysqcx2ntc/WXCQkJQWZmZpPqnDp1KkxMTCAUCmFlZVXveXXda0KhsFnXi2ZmZmLcuHHNUlZ+fj5Gjx4NgUAAR0dH/P3332LTpaSkoE+fPjAzM8PEiRO5GbqvAguODAZDIdi3b5/EmZBv6tBcXRrzVtXQ0OA8TiVNKnuV4AgAGzdu5MoODQ1FSkqK2GtCofDVPpwYunTpInFdZ1NZu3YthEIhkpKSsH//fnz00Udi0y1evBgLFizA/fv30bZtW+zbt++V61Ss4Pjs2X8Hg8F4tyko+O9QACR5qzbk5lKXo0ePIiEhAT4+PhAKhSgpKcG5c+dgZ2cHPp+PadOmoaysrMEyape7iXOwaShPQEAA+Hw+7OzscOHCBQA1jje1lp12dnZYvXo1AGD58uXYu3cvUlNTuXWTISEhGDNmDDw8PGBubo5FixZx5e/btw8WFhZwdHTEjBkzxO5IcuvWLQwcOBAAYGVlhdTUVJHnzESE8+fPc71Vf39/ETu9pqBYwbFfv/8OBoPxbuPl9d+hADTkrQrUBKHevXujb9++Yr/Ux40bh969e3O7aPB4PEydOhWHDx/GjRs3UFlZiZ07d4ote+HChRAKhTAwMMCkSZPqOcR89tlnEAgEWLBggdjg+t1334HH4+HGjRsIDw+Hv78/SktL4eLigqioKDx79gwqKiqIiYkBAERFRYk1AkhMTOS0Hj58GI8fP0ZmZia++OILXLlyBTExMUhOThar39bWFj/99BMAIC4uDo8ePeIs42rJy8tDmzZtoPLv4xYDAwNkZGSILU8aFCs43rr138FgMN5tLl/+73gLePToERISEnDw4EHMnz8fDx48aDD9nTt3YGJiwi3C9/f3R2RkpNi0tUOnT548wblz53D53zZbt24dkpOTER8fj6dPn4rdqSI6Ohrvv/8+gJpem5GREe7evct5q8bExMDLywtFRUUoLi5GSkoKLC0tRcoZNGgQWrduDXV1dfTs2ROPHj1CXFwcBgwYgHbt2qFVq1YYP368WP1LlixBQUEBhEIhtm3bBjs7OyjLeDKeYgVHBoPBUFCsra1x7do1iddrfU5NTU3h5uaGv/76q9k1aGtrw83NDdHR0QCAzp07g8fjQU1NDQEBAU0yUXFwcEBCQgLXU7Szs8PevXsl9o5fx1tVV1cXwcHBSExMxP79+5GTkwNTU9N6adq3b4+CggKu3PT0dK5NXwUWHBkMBqMFaMhbNT8/nxvSzM3NRUxMDHr27ClSRl1vVUtLS6SmpuL+/fsAgAMHDoh4q75MZWUlrl69iu7duwMAsrKyANQ8rztx4kSj3qp3795FWloaLC0toaqqCkNDQxw5cgROTk5wcXFpsreqg4MDLl26hPz8fFRWVnK7f7xMQUEBN/P0+++/h6urq4iROo/Hg7u7OzcJSFoPVUmw4MhgMBgtQEPeqrdv30bv3r1ha2sLd3d3LFmyRGxwnDp1KmbNmgWhUAgiQnBwMMaPHw8+nw8lJSWJmy/UPnOs3aR4zJgxAGq2ueLz+eDz+cjNzcXnn38uknf27Nmorq4Gn8/HxIkTERISwvUCXVxc0KFDB2hoaMDFxQXp6elSTzACanrLn376KRwdHdG/f38YGxuL9Va9ffs2bGxsYGlpiVOnTmHLli3cNU9PT24G74YNG/DNN9/AzMwMeXl5+OCDD6TW8jKK5a1a10NTgWQ3J8xTE+w+ALsPALD74C2h1lu1srISo0ePxrRp0zB69Gh5y2I9RwaDwWDIj5UrV0IoFMLGxgYmJiZN2qxZljCLEQaDwWDIjU2bNslbglhYz5HBYDBaiFqLOFtbW9jb23NLKupea277OKBmIo6+vr7IPoaKYh9XS3x8PFRUVCQ677i5ucHS0pL7PP/8888r18V6jgwGg9FC1FrEAcCZM2ewdOlSXLp0SeSaJEJCQmBjY4MuXbo0qd4//vgDFhYWOHLkCNatW1dvD9SNGzc2exADmtc+DqjZ6H7x4sUYMmRIg+nCwsKaZdNz1nNkMBgMOVBYWCiyw0hDvI59XHh4OD766CN069YNsbGxTdL5JtjHAcC2bdswduzYeu4+soQFRwaDwWghSkpKuN0xpk+fjmXLlnHXZGUfV1paioiICIwYMQKTJ09GeHh4veuKYB+XkZGB48ePIzAwsOEGBhAQEAChUIgvvvgCr7MYgwVHBoPBaCFqh06Tk5Nx+vRp+Pn5cV/gsrKPO3nyJNzd3aGhoYGxY8fixIkTqPp3T1RFsY+bP38+NmzYACWlhkNWWFgYbty4gaioKERFReHAgQMNpm8IFhwZDAZDDjg5OSE3Nxc5OTkAZGcfFx4ejoiICBgbG6NXr17Iy8vD+fPnASiOfVxCQgImTZoEY2NjHD16FLNnzxbbu65tQx0dHUyZMqVJn+dlWHBkMBgMOZCcnIyqqiq0b99eZvZxhYWFiIqKQlpaGlJTU5GamorvvvuOG1pVFPu4lJQUTv+4ceOwY8cOkfWQlZWVyM3NBQBUVFTg5MmTYj+PtLDZqgwGg9FC1D5zBGoCUmhoKJSVlXH79m18+OGHUFJSQnV1daP2cRoaGoiNjeXs4yorK+Hg4CBiH3f8+HEMHDiwXq9t5MiRWLRoEcrKyuDj44OcnBwQEYRCIXbt2iVS5+zZsxEYGAg+nw8VFRUR+7hz5841i31cu3btYGVlJdY+riFql6CUlZVh6NChqKioQFVVFd577z3MmDGjSWXVhdnHKRjMNgzsPgC7DwCw++At4U21j1OInmNVVRVOnz6NUAC5AIwAzLh8GU5OTvXW67zNlJeX4/jx4wgPD0dZWRnat2+P0aNHQyAQyFtai1FcXIxDhw7hGIAyAAIAs+/fh5mZmZyVtRzPnj1DaGgoDhw4gOrqahgYGGD69OmvtTWPovHPP/9g7969uPTv+0EAPsjNhZ6enjxlMV6RlStXIiIiAqWlpRgyZMgbYx8HesO5c+cOdevWjXR0dAgAASAeQFpaWuTg4EC5ubnylihz4uLiqH379vXbgMcjTU1N8vDwoBcvXrSYFiMjI7KxsSFbW1vq1atXi9V7+vRp0tHRIW1tba4NWgGkrq5Ofn5+VFFR0WJa5MX+/ftJQ0ODNDU1uTZQVlYmdXV1Wrx4MVVXV8us7oCAANLX1ydra2vuXF5eHr333ntkZmZG7733Hj19+lRm9deyYcMGUldXJ3V1da4NNP69D7Zs2SLz+hnvDm90cHzy5Am1b9+eeDwe949Q92jVqhVZW1tTWVmZvKXKjDt37tQLii8f6urqNGjQIJl+MdbFyMiIcnJyWqSuWi5fvlwvILx8aGpqkp+fX4tqammOHz/eYBtoaWnR8uXLZVb/pUuX6Nq1a/WC48KFC2ndunVERLRu3TpatGiRzOonItq2bVuj98G+fftkqoHx7vBGB8dFixaRqqqqxH+G2i+FgwcPyluqzBg/fjwpKSk12gaRkZEtokcewdHR0bHBz1/7I+H+/fstqqulqK6upq5du0rVBrLsvaWkpNQLjhYWFpSZmUlERJmZmWRhYSGzuouLi+uNGkg62rRpQ+Xl5TLT0RwcP36cANDt27frnVdSUiJbW1uytbWlESNGiM0bHBxMGRkZTa6zoqKC9PT0aPHixWKvz5s3j7S0tJpcbkPEx8fTvHnzmqWsr7/+mnr06EF8Pp8GDhxIqampYtMNGDCALCwsuHbMzs5+5Trf2OBYVVVFurq6jf4zACB7e3t5y5UJBQUF9YaPJB08Ho9Gjx7dIpqMjY3Jzs6O7O3taffu3TKv7/79+6ShodFoG7Rq1YoWLFggcz3yIDIyUqrAoKmpSVu3bpWZjpeDY+vWrbnX1dXV9d43NwcPHpSqDXR0dOj48eMy09EcTJgwgZydnUV6+tIEpwEDBlB8fHyT6/z999+pX79+ZGpqKjLKFB8fT++//36zB8fm5Pz589zjox07dtCECRPEpnvV9hHHGzshp7CwEKWlpVKlvXnzZr3Ze28L2dnZUtkfERFuHj9ef/Zec/DiBaCpWe9UdHQ0unbtin/++QeDBw+GlZXVf+uaysqAJUuAzZubTcI9AKoAShpJV1FRgRMnTjR5Grgi8Oeff0r0zKxLcXEx/g4KAoKCXq/CIUOAw4eBNm2kzsLj8cRPjissBD78EDh06LUk3QFQJEW6kpIS3L1797XqkiVFRUWIjo7GhQsXMGLEiCZ9b9X1Vq1dynH58mV88skn3FKOnTt31lu2UUutt+rOnTsRGxuLfv36AaiZ7Lhw4UIcPHgQx48fF1vv06dPMW3aNDx8+BCamprYs2cPBAIB+Hw+oqKi0Lp1a+jp6eHbb7+Fn58f/Pz84Ovri1atWmHTpk04efIkVq5cibS0NDx8+BBpaWmYP38+gv69T7/44gv8+OOP0NfXh6GhIXr16oVPPvmkngZ3d3fudd++ffHjjz9K3W6vyhtrAqCqqspZHDWGsrKyjNXIB2VlZVRXV0uVVvTfQTbUzors0KEDRo8e/VoOFNKgipougTSoqLyxv/VeC2VlZalnZWvIWEtdOnbsyC0iz8rKkqkhtBqkm1qvrKwsNji8Kfz888/w8PCAhYUF2rdvj2vXrnHX5OGtun37dnh7e6Nz584SNa9YsQJ2dnZISkrC2rVr4efnBwDo378/YmJicPPmTZiamiIqKgoA6gXfuiQnJ+PMmTOIi4vDqlWrUFFRgfj4eBw7dgzXr1/HqVOnkJCQ0Ggb7tu3D8OGDZN4/a33VtXU1IS1tXWj6Xg8HszNzVtAUcvTrl07qKqqNppOHcAY2cvBixcvOHeOFy9e4OzZs6/lQCENfQBIYzKlqqoqdtH024CxsbFUPxS1AXjJXg6Ht7c3QkNDAQChoaEYOXKkzOoagpofSo2hpKSEwYMHy0zH6xIeHo5JkyYBACZNmlQvULW0t2pmZiaOHDmCefPmNVhPdHQ0fH19AQADBw5EXl4eCgsLOW/VyMhIBAYG4saNG8jIyEDbtm2hpaUlUo6XlxfU1NSgp6eHDh06IDs7GzExMRg5ciTU1dWho6ODESNGNKjlxx9/REJCAhYuXCj2enN6q77RP7WXLl2K6dOn48WLFxLTqKurIzQ0FLa2ti2orOXQ0tLCypUrUVIieWCRp6GBWQ8fAp06yVRLdnY2tzi3srISU6ZMgYeHx38J1NSAb7+tOZoJLQB+gYEIDg5ucGhRTU0NBw8ehOZLw8BvC7dv30ZERESDfpStu3bFoLQ0oBFz5ldh8uTJuHjxInJzc2FgYIBVq1ZhyZIlmDBhAvbt2wcjIyP873//E82oqwuEh9ccr0EvACY2Nrh165bE3oCSkhJsbGze2B9JT58+xfnz53Hjxg3weDxUVVWBx+Nh48aN4PF4Yr1Vu3fv/tr1hoeHIzo6GsbGxgDAeauWl5fjfp11wsXFxTAzM+Ps6BrD1dUV3333HdLS0rBmzRocP34cR48eleiQ8zreqgAQERGBNWvW4NKlSxJHB8R5q9b2dJtMszy5lBHV1dU0YcIEidO3NTU16csvv5S3TJlSXl5OLi4uEielaGhoUGhoqLxlypTCwkLq0aMHqampSbwPzpw5I2+ZMiUrK4s6d+5MKioqYttAW1ubrl27Jm+ZMiU5OZnatGkjdva2kpIStWvXjh4+fChvmRLZvXs3zZw5s945V1dXunTpEj19+pRKS0uJiCgnJ4fMzMzo5s2bImUMHz6czp8/T0REJSUlZGhoSPfu3SMiIn9/f9q8eXO99M+ePSN9fX2ubCKiH374gQICAkTKljQhZ968ebR69WoiIrpw4QIJhULumrm5Obfeef369WRgYEAnTpzg0np5eRER0YoVK2jjxo1cPmtra0pJSaG4uDiys7OjkpISev78OZmbm9dLV8uff/5JpqamdPfuXbEaiWpm5NbOpC8vL6exY8fSzp07JaZvjDc6OBLVzFrdsGED6enpkQ5ArQHSAsjY2PitXsJRl7KyMlqyZAnp6uqS7r9toAmQjY0NnTp1St7yWoTCwkIKDAwkTU1NUlNTIzU1NVJRUaE+ffrQ5cuX5S2vRXjy5AlNmTKF1NXVqfW/94E6QO+99x79/fff8pbXIjx48ICGDx/O3QO198Ho0aPp0aNH8pbXIG5ubiL/r1u2bKFZs2ZRTEwM2djYkEAgIBsbG/r+++/FlnH06FFuqUJxcTFFRESQUCgkGxsbCggIqBcEiYhCQkJo4sSJ9c7l5eWRnp6eSFpJwTEvL49GjhxJfD6f+vTpQ9evX+euvf/++zR58mQiIoqJiSEej8cZs0gTHGuvmZubk7OzM40ZM4b27NkjomHQoEHUoUMHsUtdbG1tiYioqKiI7O3tic/nU8+ePSkoKIgqKyvFfiZpUBhv1aqqKsSpqKAAQCcAwurqd8Y6rpaysjJcVVfHC9RY6PVUjD9ds/LixQvMmTMHlZWVaN++PbZs2SJvSS1Ofn4+/mzXDlUAegIweAfvg+zsbO65U6dOnfDVV1/JWRHjVan1Vi0uLoarqyv27NkDe3t7ect6s5851kVZWRlOdU+8Y4ERqBmzl34zmLcTLS0tmJiYyFuGXGnbti0GyVuEnOnYsWOzPI9jyJ+ZM2fi1q1bKC0thb+//xsRGAEFCo4MBoPBePs4ePCgvCWI5Y1dysFgMBgMhrxgwZHBYDBakBMnToDH4yE5OVnkWmFhIQwMDDB37lyxeTdv3ozi4uIm1efm5gZLS0sIhUL06NEDe/bsEUnj7e3d7GuWf/nlF6xfv75Zylq5ciW6du0KoVAIoVCI33//XWy606dPw9LSEmZmZq9dNwuODAaD0YKEh4fD2dm5ngFALcuWLfvPjlEMrxIcAXCuOjExMVi8eDHKy8u5az/99BO0tbWbXGZjeHt7Y8mSJc1W3oIFC5CYmIjExER4enqKXK+qqsKcOXNw6tQp3Lp1C+Hh4bh169Yr18eCI4PBYLQQtd6q+/btw6GX/GavXbuG7OxsDBkyRGzerVu3IjMzE+7u7pzXaHh4OPh8PmxsbLB48WKp6tfS0uIsN4uKivDNN9/g888/l5gnNTUVAwcOhEAgwKBBg5CWloaqqiqYmJiAiFBQUABlZWXOncfV1RX37t1DSEgI1wOeOnUqgoKC0K9fP5iamuLo0aMAgOrqasyePRtWVlYYPHgwPD09uWtNJS4uDmZmZjA1NYWqqiomTZqEn3/++ZXKAlhwZDAYjBZDkrdqdXU1Pv74Y2zatEli3qCgIHTp0gUXLlzAhQsXkJmZicWLF+P8+fNITExEfHy8WE9WAPDx8YFAIIClpSWWLVvGBcdly5bh448/btBZat68efD390dS7ALnyAAAIABJREFUUhJ8fHwQFBQEZWVlWFpa4tatW4iOjoa9vT2ioqJQVlaGx48fi7X0zMrKQnR0NE6ePMn1KH/66Sekpqbi1q1bOHDgAGJjYyXq2L59OwQCAaZNm4b8/HyR6xkZGTA0NOTeGxgYICMjQ2J5jcGCI4PBYLQQkrxVd+zYAU9PTxgYGEhdVnx8PNzc3KCvrw8VFRX4+PiI9VYFaoZVk5KSkJaWhk2bNuHRo0dITEzEgwcPOEtIScTGxmLKlCkAAF9fX0RHRwNAPW/VpUuXIjo6GvHx8XBwcBBbzqhRo6CkpISePXsiOzsbQI1v6/jx46GkpIROnTrV232jLoGBgXjw4AESExPRuXNnfPzxx1K10evAlnIwGAxGC9CQt2psbCyioqKwY8cOFBUVoby8HNra2s02oaUWfX192Nvb4+rVq8jLy0NCQgKMjY1RWVmJf/75B25ubrh48aJUZbm6umLnzp3IzMzE6tWrsXHjRly8eFEqb9Wmes907NiRez1jxgwMHz5cJE3Xrl3x+PFj7n16ejrntfoqsJ4jg8FgtABHjx6Fr68vHj16hNTUVDx+/BgmJiaIiopCWFgY0tLSkJqaik2bNsHPz09sYNTR0eF2xnF0dMSlS5eQm5uLqqoqhIeHY8CAAQ1qKC4u5gzNAwMDkZmZidTUVERHR8PCwkJsYOzXrx/3fDQsLIwLfo6Ojrh8+TKUlJSgrq4OoVCI3bt3Nzih6GX69++PY8eOobq6GtnZ2RIDc+3WaABw/PhxsTNrHRwccO/ePaSkpKC8vByHDh2Ct7e31FpehgVHBoPBaAHCw8NFhjDHjh0rdtaqJGbOnAkPDw+4u7ujc+fOWL9+Pdzd3WFra4tevXpJ3DbMx8cHQqEQvXr1wtSpU9GrVy+p69y2bRuCg4MhEAhw4MABzrJRTU0NhoaG6Nu3L4CaYdbnz5+Dz+dLXfbYsWNhYGCAnj174v3334e9vb3YDcsXLVoEPp8PgUCACxcu4Nt/d/7JzMzkZq6qqKhg+/btGDp0KHr06IEJEyZIte2hJBTGWxVAfcs4BZLdrLA2qLd7+ooVK+SoRI6w+4DdB28Jtd6qeXl5cHR0RExMDDrJePs9aWDPHBkMBoMhN4YPH46CggKUl5dj2bJlb0RgBFhwZDAYDIYckXYCUEvDnjkyGAxGC6GsrAyhUAhbW1vY29vj8uXL9a63tH2ch4cHbG1tYW1tjVmzZqGqqqrpH0oCzWkft2zZMggEAgiFQgwZMgSZmZli04WGhsLc3Bzm5uYIDQ19rTpZcGQwGIwWQkNDA4mJibh+/TrWrVuHpUuX1rve0vZx//vf/3D9+nX8/fffyMnJwZEjR5pctiSa0z5u4cKFSEpKQmJiIoYPH47Vq1eLpHn69ClWrVqFq1evIi4uDqtWrRJrFiAtihUcjx7972AwGAwFprCwEG3btuXey8M+TldXFwBQWVmJ8vJysRvIvwn2cbU6gZoNz8XpPHPmDAYPHox27dqhbdu2GDx4ME6fPt1om0hCsYLj2LH/HQwGg6FglJSUQCgUwsrKCtOnT8eyZcsAyM8+DgCGDh2KDh06QEdHB+PGjRPJ+6bYx3322WcwNDREWFiY2J4js49jMBgMBaV2WDU5ORmnT5+Gn58fiEgu9nG1nDlzBllZWSgrK8P58+dF8r4J9nEAsGbNGjx+/Bg+Pj7Yvn27dI30GrDgqGjMn//fwXh3YfeBwuPk5ITc3Fzk5OQgNjYW27dvh7GxMT755BPs37+/Wbd7qqWufVxd1NXVMXLkyCbtYuHq6oqoqCjExcXB09MTBQUFMrOPq4uPjw+OHTsmcp7Zx73rrF//38F4d2H3gcKTnJyMqqoqtG/fXi72cUVFRZwtW2VlJX777TdYWVmJ5HkT7OPu3bvHvf7555/F6hw6dCjOnj2L/Px85Ofn4+zZsxg6dKjUWl5G4dY5TpkyBQcPHhQ5Hx0djeDgYOzbt08OqlqQOr++GO8w7D5QSGqfOQI1vafQ0NB6z/8ao9Y+rvbZY619HBHBy8urQfs4DQ0NlJWVcfZx2dnZ8Pb2RllZGaqrq+Hu7o5Zs2aJ5N22bRsCAgKwceNG6OvrIzg4GIB4+7jaCULSMnbsWJw7dw49e/aEoaGhRPu4JUuW4M6dO1BSUoKRkRF27doFAEhISMCuXbvw/fffo127dli2bBk3rLt8+XK0a9dOai0vo1j2cQC6dOmCy5cvi8xWys/Px9ChQ7mxbMbbC7MNYwDsPnhbYPZxzUReXh5GjBghdipv3W1NGAwGg/Hmw+zjmomOHTvixo0b8pYhd7Kzs5Geng4VFRWYmJjUWwfEYDAYisKbah+ncMGx7lDKu8j169cRFBSEx48f4/Hjx7C3t0dubi5cXFywZcsWseP1jLeDhw8f4qeffsLjx4+hrKwMCwsLTJkyhf0wYjBkgMLNVn3+/DlycnIAAHfv3oWzszPatm0LR0dHJCUlyVmd7Jk+fTr27t2Lhw8fIjY2Fj179sSDBw8wYMAATJ8+Xd7yGDJi69atmDVrFkpLSxEfH88ttu7bt+8b+8ubIYokb9VHjx7B3t4eQqEQ1tbW3ISTl2lOb9Xi4mJ4eXnBysoK1tbWzb50JCEhAUFBQc1SVmRkJOzt7aGioiLWQaeWa9eugc/nw8zMDEFBQa+1ZASkYFhYWHCvhwwZQj///DMREUVFRZGTk5O8ZLUYtra29d7b2dlxr62srFpajlxYuXIld7wr2NjYUGVlJRERvXjxggYMGEBERI8ePSKhUChHZfJDEe8DLS0t7vXp06fJ1dWViIjKysqotLSUiIieP39ORkZGlJGRIZLfyMiIcnJymlTngAEDKD4+noiI8vLyqE2bNlRWVkYvXryg8+fPc/U7OzvT77///kqfS9akpKTQ9evXydfXl44cOSIxnYODA8XGxlJ1dTV5eHi81udRuJ4jj8dDdXU1gBqjWW9vbwCAs7MzXrx4IU9pLYKpqSlWrVqF6OhozJ8/H7179wZQs05JSUnh/pyMJlBZWQkAKCsrQ1FREQCgW7duqKiokKcsxitS11tVVVWVWyRfu7TiZZrbW1VTU5MrR1VVFfb29khPTxfJ8/TpU4waNQoCgQB9+/blRuj4fD4KCgpARGjfvj32798PAPDz88Mff/yBixcvYvjw4QCAlStXYtq0aXBzc4OpqSm2bt3Klf/FF1/A0tISzs7OmDx5slgLPWNjYwgEgga/47KyslBYWIi+ffuCx+PBz89Pop2eNCjct+mYMWMQEBCAe/fuwdvbG9988w3S09MREhICY2NjecuTOcHBwSguLsaGDRvQunVrbNmyBUDNEMkPP/wgZ3UMWTF9+nQ4ODhgxowZcHJywpw5cwAAOTk5r7WWi9GySPJWBYDHjx9DIBDA0NAQixcvRpcuXerllZW3KgAUFBTg119/xaBBg0TyrlixAnZ2dkhKSsLatWvh5+cHoGYBf0xMDG7evAlTU1NERUUBqLGb69evn0g5ycnJOHPmDLdjRkVFBeLj43Hs2DFcv34dp06dQkJCQtMatA4ZGRn17Pde11tV4SbkrF27FiEhIfD19cWDBw9QXl6Offv2YezYsQgLC5O3PJnTunVrbNiwQeS8rq4u+vTpIwdFjJbgo48+wnvvvYfbt2/j448/5hxC9PX1JfppMt48ar1VgZog4ufnh7///hs8Hg+GhoZISkpCZmYmRo0ahXHjxjW4PK2utyoAzlt11KhRImnDwsLQu3dv5OTkoF+/fvDw8ICRkRGAmhGJyZMnIygoCKampiJ5o6OjObu2gQMHIi8vD4WFhZy3qpGREQIDA7Fnzx5kZGSgbdu20NLSEinHy8sLampqUFNTQ4cOHZCdnY2YmBiMHDkS6urqUFdXx4gRI5reqDJC4XqOQM32J1euXEFOTg6ePXuGmzdvYvXq1dDW1pa3NAZDZlhbW2PcuHFirbMYikddb9W6dOnSBTY2NlxPrDkR5606c+ZMmJubY34TfXprvVWjoqK4IH306FGpvFWVlZW5xwTNRdeuXesNCzNv1XeN4uL/Dsa7C7sPFJ663qrp6ekoKSkBUOP2FR0dDUtLS5E8zemtCgCff/45nj17hs2bN0vM4+Liwo3KXbx4EXp6etDV1YWhoSFyc3Nx7949mJqawtnZGZs2bWqyt+qvv/6K0tJSFBUV4eTJk1LnfZnOnTtDV1cXV65cARFh//79Eu30pEHhhlXfeeoOVyiW8x+jOWH3gUIiyVu1dricx+OBiPDJJ5+I9ShtTm/V9PR0rFmzBlZWVrC3twcAzJ07V2RJWO1kGoFAAE1NTYSGhnLX+vTpg6qqKgA1QXTp0qVwdnaWuj0cHBzg7e0NgUCAjh07gs/ni12rHR8fj9GjRyM/Px+//vorVqxYgZs3bwIAhEIhN1S9Y8cOTJ06FSUlJRg2bBiGDRsmtZaXUThv1XeeurZ57+ifjnlqgt0HYPfB20Ktt2pxcTFcXV2xZ88eLljLE8XqOf47fR0AwJ4vMhgMhsIzc+ZM3Lp1C6WlpfD3938jAiOgaMHR2vq/13V2smYwGAyGYiJuC8I3AcWakJOW9t/BYDAYCoYk+7jExEQ4OTnB2toaAoEAhw8fFps/JCQEmZmZTapz6tSpMDEx4dZX1h2O3r59O8zMzMDj8ZCbm/vqH0wMmZmZGDduXLOWWYu0ukNDQ2Fubg5zc/N6z0qlQbGCI4PBYCgwtescr1+/jnXr1mHp0qUAAE1NTezfvx83b97E6dOnMX/+fBQUFIjkf5XgCAAbN25EYmIiEhMTERoaipSUFAA1s0UjIiK4NY/NSZcuXRr0QX0dpNH99OlTrFq1ClevXuWMB/Lz86WugwVHBoPBkAN17eMsLCxgbm4OoCaodOjQQWT949GjR5GQkAAfHx8IhUKUlJTg3LlzsLOzA5/Px7Rp01BWVtZgnaWlpQDALdK3s7Nr1FmstLQUAQEB4PP5sLOzw4ULFwDULOqvtZKzs7PD6tWrAQDLly/H3r17kZqaChsbGwA1QX3MmDHw8PCAubk5Fi1axJW/b98+WFhYwNHRETNmzMDcuXMbbTtpdJ85cwaDBw9Gu3bt0LZtWwwePBinT59utOxaWHBkMBiMFqIh+7ha4uLiUF5ezq1FrGXcuHHo3bs3wsLCkJiYCB6Ph6lTp+Lw4cO4ceMGKisrsXPnTrH1Lly4EEKhEAYGBpg0aRI6dOggtebvvvsOPB4PN27cQHh4OPz9/VFaWgoXFxdERUXh2bNnUFFRQUxMDAAgKipK7FrHxMRETuvhw4fx+PFjZGZm4osvvsCVK1cQExOD5ORkqXU1RkZGBgwNDbn3TbWTY8GRwWAwWojaYdXk5GScPn0afn5+9bZVysrKgq+vL4KDgxvdSODOnTswMTGBhYUFAMDf31+ilWDtsOqTJ09w7tw57lmnNERHR+P9998HAFhZWcHIyAh3797l7ONiYmLg5eWFoqIiFBcXIyUlRayBwaBBg9C6dWuoq6ujZ8+eePToEeLi4jBgwAC0a9cOrVq1wvjx46XWJWtYcGQwGAw58LJ9XGFhIby8vLBmzRr07dtXJnVqa2vDzc0N0dHRr12Wg4MDEhISuJ6inZ0d9u7di169eolN/zr2cUOHDoVQKGzSnrVdu3bF48ePufdNtZNjwZHBYDDkQF37uPLycowePRp+fn4NzvCsax9naWmJ1NRU3L9/HwBw4MCBRu3jKisrcfXqVZEh24aoax939+5dpKWlwdLSEqqqqjA0NMSRI0fg5OQEFxeXJtvHOTg44NKlS8jPz0dlZSVncP4yZ86cQWJiIr7//nupyx46dCjOnj2L/Px85Ofn4+zZsxg6dKjU+VlwZDAYjBai9pmjUCjExIkTOfu4//3vf4iMjERISAh3vdYSrS5Tp07FrFmzIBQKQUQIDg7G+PHjwefzoaSkhFmzZomtt/aZo0AgAJ/Px5gxYwDU7BFpYGCA9PR0CAQCsT2z2bNno7q6Gnw+HxMnTkRISAjXC3RxcUGHDh2goaEBFxcXpKenSzQeF0fXrl3x6aefwtHREf3794exsbFY+7iXkaQ7ISGBe92uXTssW7YMDg4OcHBwwPLly5u0vZti2ccxyyzWBmC2YQDYfQB2H7wt1NrHVVZWYvTo0Zg2bRpGjx4tb1ms58hgMBgM+bFy5UoIhULY2NjAxMRE7H6U8kCx7OMYDAaD8VaxadMmeUsQC+s5MhgMBoPxEiw4MhgMRgshyVsVADw8PNCmTRsMHz5cYv5XtY/btGkTrKysIBQK4eDggP379wNQXG9VHx8fWFpawsbGBtOmTUNFRYXYdMxblcFgMBQASd6qQM2M0gMHDjSY/1WC465du/DHH38gLi4OiYmJOHfuHGc8oKjeqj4+PkhOTsaNGzdQUlIidokH81ZlMBgMBaSutypQ4yCjo6MjMf2requuXbsWO3fuhK6uLgBAV1cX/v7+ABTXW9XT0xM8Hg88Hg+Ojo5IT08XScO8VRkMBkNBkMZbVRKv4q1aWFiI58+fw9TU9JU1v8neqhUVFThw4AA8PDxErr0T3qpFRUXYvXs3HACYA3ADcOTIEYnjzG8jT58+xaZNm2AHwAKAB4BTp06hurpazspajqysLKxYsQI7duzAtm3bcOjQIURGRkKRluq+Lg8fPsSCBQtgDcAKgC+AP//8U86qWpabN29ixowZ2L59O7Zv345ff/21WQ2rZUlj3qpNoSneqq/Dm+ytOnv2bLi6ujbJeEBa3vjgGBcXB0NDQ3z88cdIAHAfwCUAH3zwAczNzfHo0SM5K5Q9p0+fRrdu3bBixQokArgH4AyACRMmwM7ODnl5eS2i486dO5x7h1AohK6uLjZv3twidYeGhqJ79+746quv8M8//yAvLw/Jycnw9PTEe++9h+Li4hbRAQDffvstrK2tYWNjg8mTJ3PbAMmadevWwdraGt999x1uAbgD4CBqXEqmTJnSJK9KRYSIMHfuXDg4OCA4OBi5ubnIzc3FX3/9BXt7eyxcuFChfii97K0qC3R1daGtrY2HDx82e9ny9lZdtWoVcnJy8M0334jN87reqqA3mJSUFNLR0SEAYg8lJSUyMDCgoqIieUuVGdeuXSNNTU2JbdCqVSuytbWlqqqqFtVVWVlJHTt2pNTUVJnXderUKdLQ0JDYBurq6uTh4SFzHURE6enpZGxsTMXFxURENH78eAoODpZ5vXv27GnwPtDU1KQPP/xQ5jrkyeeff95oG6xdu1beMhtES0uLe3379m1q3749VVZWcucuXLhAXl5eEvMPHz6czp8/T0REJSUlZGhoSPfu3SMiIn9/f9q8ebNInu+++448PDzo2bNnRET0/PlzCg0NrZfGyMiIcnJyxNb59ddf07Rp04iI6M6dO9StWzcqLS0lIqIBAwZQ9+7dqbi4mA4dOkQGBgachpSUFLK2tiYiouDgYJozZw5XppeXF124cIHS09PJyMiInj59ShUVFeTq6lovnST27t1LTk5O3P+hOPLy8sjY2JiePn1KT58+JWNjY8rLy2u07Fre6OA4a9YsUlFRkfjPAIC0tLRoz5498pYqM4YNG9bg5wdA2tradOrUqRbVdebMGerXr1+L1GVtbd1oG2hqalJSUpLMtaSnp5OBgQHl5eVRRUUFeXl50ZkzZ2RaZ2VlJenp6TXaBurq6pSVlSVTLfKisLCwwR9Idf8XGvrClDdKSkpka2tLtra2JBAI6OTJk9w1Z2dn0tPTI3V1deratSudPn1aJP/Ro0fJwsKCbG1tqbi4mCIiIkgoFJKNjQ0FBARwQasu1dXVtGHDBrKwsCBra2sSCoV04MABIiLasmULde3alZSVlalz5870wQcfiOQvKSmhqVOnko2NDQmFQi44E9X8YHFyciIiooyMDAJA165dIyLpgiMR0e7du8nMzIwcHR3Jz8+PPv3000bbUVlZmUxNTbm2XLVqFRERxcfH1/sM+/bto+7du1P37t3phx9+aLTcuryxwbGysrLBX4l1j549e8pbrkzIzc0lNTU1qdqgpXpOtQQEBNC2bdtkXs/Nmzelug+UlZVp1qxZMtdDRLR582bS0tIiPT09mjJliszrO3v2bIMjKHWD41dffSVzPfLghx9+IC0tLamCY3h4uLzlMprA8+fPiYiooqKChg8fTj/99JOcFdXwxtrHFRYWSj0m/eDBg3omxG8L2dnZUqd9cPp0fTPq5uDFC0BTU+R0eXk5fvnlF6xbt67+hbIyYMkSoBmfQz4C0EqKdFVVVbi7axewa1ez1Q0AqKwElJW5t/n5+fj555+RkpKCNm3aYPz48fjxxx+5CQsoKADGjwciIppNwiMAVVKkKy0txaFDh1r0+WtLceHCBbx48aLRdKWlpe/EPIS3iZUrVyIiIgKlpaUYMmQI81ZtDA0NDVRVSfOVAKiovLEf47Vo1aqV1LNRtWSspS6nTp2Cvb09OnbsKPO6tFDTJZAGySvEmo+IiAiYmJhAX18fADBmzBhcvnz5v+AoA7Qg/cy5upMe3iZUVVWhpKTU6P+DiooKtLRa8r+B8bowb9Umoq6ujj59+jSaTklJCT179mwBRS1P27ZtoSmm5/YymgBk99UsSnh4OCZPntwidfWBdMFRB8AUGWsBgG7duuHKlSsoLi4GEeHcuXPo0aOHTOscDECaRUutWrWSuRZ5YWFhASUl6b6uvLy8ZKyG8U4g73Hdhvjtt98afc6goaFBd+/elbdUmbFr165Gn7lpaWnR06dPW0RPUVERtWvXjgoKClqkPiKiJUuWNDoZQ09Pj8rLy1tEz/Lly8nS0pKsra3p/fffFzsJormZOHFig8+flZSUyNLSkqqrq2WuRV44OTk1OEGvVatWNGjQIHnLbJCsrCyaOHEimZqakr29PQ0bNozu3LlDRERDhw6l1q1bNzhbNTg4mDIyMppUp7+/PxkbG5NAICBzc3Py9fWlx48fc9c//fRTMjAwqDeTtrmIj4+nefPmNXu5dRkxYgQ38edlqqurad68edS9e3fi8/ncZCFpeKODIxHR//3f/0kMkJqami0yjV6eVFVV0YQJE8QGSB6PR5qami0+U7WlKSsrIxcXF7FtoKSkRDo6OhQXFydvmTLl2bNn1KNHD1JXVxdpAxUVFWrfvj3dv39f3jJlSkZGBnXp0oVatWol0gaqqqpkZGRE2dnZ8pYpkerqaurbty/t3LmTO5eYmEiRkZFERBQREUG//PJLg8FxwIABFB8f36R6/f396ciRI5yGb775hszNzamsrIyIiGJjYykzM1MmwVHWHDt2jCZPniwxOP7222/k4eFB1dXVFBsbS46OjlKX/cYHRyKiw4cPU8+ePUkdIF2A1ABycXGhixcvyltai1BVVUW7du0iIyMjatWqFampqZGysjJ5eno26ZeQIlNeXk4bNmygDh06UKtWrUhVVZVUVFRowoQJ3C/vt53nz5/TZ599Rm3atCFVVVWuDaZPn07p6enyltci5OTk0Ny5c0lbW5trA1VVVZo/f36LjZ68KufOnSMXF5cG0zS0zvHIkSOkpaXV5KUcdYNjLS4uLnTixIl65xoKjnl5eTRy5Eji8/nUp08fun79OhER2djYUH5+PlVXV1O7du249ZO+vr509uzZep9nxYoVFBAQQAMGDCATExPasmULV/7q1avJwsKC+vfvT5MmTaKNGzc22E5ENf8P/fv3p5s3b0oMjjNnzqSDBw9y7y0sLCgzM7PRsokUJDjWkgZQEkBP3uzRYJlRXV1NQUFBFBgYSIsWLZK3HLlQVVVF8+bNo8DAQFqyZIm85ciF8vJymjt3Ls2ePVuqNWFvIyUlJTRnzhyaM2cOff755/KWIxVbtmyh+fPnN5imMROAuj3HkpISMjAw4H4c+vr60rfffiuSR1xw/Oijj2j9+vX1zjUUHOfOnUsrV64kopogb2trS0REH374IZ08eZJu3LhBvXv3punTpxMRkZmZGRUVFYkERycnJyotLaWcnBxq164dlZeXU1xcHNna2lJJSQkVFhaSmZmZVMFx/vz59NNPP9VbT/kyXl5eFBUVxb0fOHCg1D3vN3ZCjjgMAfAByH6O5JsJj8dDu3bt0LFjR6km6ryNKCkpoX379ujYsSPU1dXlLUcutGrVCnp6eujQoQNUVVXlLUcuqKurQ19fH/r6+m/tbPXGeB1vVWqizV50dDR8fX0BAAMHDkReXh4KCws5f9XIyEgEBgbixo0byMjIQNu2bcXOGvby8oKamhp3/2ZnZyMmJgYjR46Euro6dHR0MGLEiEb1JCYm4sGDBxg9enSTPkdTUKjgyGAwGIqKtbU1rl27Jm8ZAIC//vqrWWY2u7q6IioqClFRUXBzc4O+vj6OHj0q0Qj8Vf1Vq6qqOE/n5cuXIzY2FgkJCTA2NoazszPu3r0LNzc3kXyv46/KgiODwWC0AAMHDkRZWRn27NnDnUtKSkJUVJTUZejo6OD58+cAAEtLS6SmpuL+/fsAgAMHDmDAgAEN5icibN26FVlZWWK3eZKEi4sLwsLCAAAXL16Enp4edHV1YWhoiNzcXNy7dw+mpqZwdnbGpk2bxG5ZJYn+/fvj119/RWlpKYqKinDy5EmRNMrKykhMTERiYiJWr16NwMBAZGZmIjU1FdHR0bCwsMDFixdF8nl7e2P//v0gIly5cgWtW7dG586dpdLFgiODwWC0ADweD8ePH0dERAS6d+8Oa2trLF26FJ06dQJQE4DGjx+Pc+fOwcDAAGfOnBEpY+rUqZg1axaEQiGICMHBwRg/fjz4fD6UlJQwa9YssXUvXLgQtra2sLCwQHx8PC5cuMANyS9atAgGBgYoLi6GgYEBVq5cKZJ/5cqVuHbtGgQCAZYsWYLQ0FDuWp8+fbihXRcXF2RkZMDZ2VnqdnFwcIC3tzcEAgGGDRsGPp+P1q1bS53/ZXZRtIN3AAAgAElEQVTt2oVd/zpleXp6wtTUFGZmZpgxYwZ27NghdTk8aurgszypa4+mQLKbk7o2eStWrJCjEvnB2oC1AcDa4G2iqKgI2traKC4uhqurK/bs2QN7e3u5ano3n2QzGAwG441h5syZuHXrFkpLS+Hv7y/3wAiw4MhgMBgMOXPw4EF5SxCBPXNkMBiMFkJZWRlCoRDW1tawtbXF119/zZmp5+Xlwd3dHdra2pg7d67EMjZv3tzknVfc3NxgaWnJzfgcN24cACAyMhL29vZQUVHB0aNHX/2DScDT0xMFBQXNXm5aWhrc3d1hZ2cHgUCA33//XWy606dPw9LSEmZmZli/fn2T6mA9RwaDwWghNDQ0kJiYCAD4559/MGXKFBQWFmLVqlVQV1fHF198gb///ht///23xDI2b96M999/v8lrncPCwtC7d+9657p164aQkBCZ7YwhKWi9Ll9++SUmTJiAwMBA3Lp1C56enkhNTa2XpqqqCnPmzMEff/wBAwMDbuKPtBtVsJ4jg8FgyIEOHTpgz5492L59O4gIWlpacHZ2btDcYuvWrcjMzIS7uzvc3d0B1OySw+fzYWNjg8WLFzdJg7GxMQQCQaM7nnzzzTewsbGBjY0NNv+7X+vGjRuxdetWAMCCBQswcOBAAMD58+fh4+PDlZ+bm4vU1FT06NEDM2bMgLW1NYYMGYKSkhIAQHx8PAQCAYRCIRYuXAgbG5tGdfN4PBQWFgIAnj17hi5duoikiYuLg5mZGUxNTaGqqopJkybh559/lrJlWHBkMBgMuWFqaoqqqir8888/UqUPCgpCly5dcOHCBVy4cAGZmZlYvHgxzp8/j8TERMTHx+PEiRNi8/r4+HDDqgsXLpRa47Vr1xAcHIyrV6/iypUr2Lt3L/766y+4uLhwazQTEhJQVFSEiooKREVFiV3neO/ePcyZMwc3b95EmzZtcOzYMQBAQEAAdu/ejcTERCjX2Vi8IVauXIkff/wRBgYG8PT0xLZt20TSZGRkwNDQkHtvYGCAjIwMqT83C44MBoOhoMTHx3PONCoqKvDx8ZFoIRcWFsYtpN+4caPUdURHR2P06NHQ0tKCtrY2xowZg6ioKPTq1QvXrl1DYWEh1NTU4OTkhISEBERFRYl1yDExMYFQKAQA9OrVC6mpqSgoKMDz58/h5OQEAJgyRbpdWcPDwzF16lSkp6fj999/h6+vr9Qbw0sLC44MBoMhJx4+fAhlZWV06NBB3lKaTKtWrWBiYoKQkBD069cPLi4uuHDhAu7fvy/Wmu5VreMA4LPPPuN6vQCwb98+TJgwAQDg5OSE0tJS5Obm1svzOtZxAAuODAaDIRdycnIwa9YszJ07F7y6BieNUNdCztHREZcuXUJubi6qqqoQHh7eqIVcU3FxccGJEydQXFyMFy9e4Pjx41zP0MXFhbOLc3Fxwa5du2BnZyf152nTpg10dHRw9epVAMChQ4fEpluzZg3X6wVqJhKdO3cOAHD79m2UlpZCX1+/Xh4HBwfcu3cPKSkpKC8vx6FDh+Dt7S3152azVRkMBqOFKCkpgVAoREVFBVRUVODr64v/+7//464bGxujsLAQ5eXlOHHiBM6ePSsyu3LmzJnw8PDgnj2uX78e7u7uICJ4eXlh5MiRYuv28fGBhoYGAEBPTw8RERGIj4/H6NGjkZ+fj19//RUrVqzAzZs36+Wzt7fH1KlT4ejoCACYPn067OzsANQExzVr1sDJyQlaWlpQV1eXaDouiX379mHGjBlQUlLCgAEDpLKO+/rrrzFjxgx8++234PF4CAkJAY/HQ2ZmJqZPn47ff/8dKioq2L59O4YOHYqqqipMmzYN1tbWUuti9nEKBrPMYm0AsDYAWBu8LdRaxwHA+vXrkZWVhS1btshZlaL1HM+elbcCBoPBYDQjv/32G9atW4fKykoYGRkhJCRE3pIAKFpwHDxY3goYDAaD0YxMnDgREydOlLcMEdiEHAaDwWAwXoIFRwaDwWghar1Va49av8/t27fDzMwMPB5PZElCLYmJiU22Y7t48SJat25dr86IiAg8fvwY7u7u6NmzJ6ytrZv9Gd8vv/zSZC9TaSkoKMC4ceNgZWWFHj16IDY2ViQNESEoKAhmZmYQCAT4888/m1yPYg2rMhgMhgJT11u1Lv3798fw4cPh5uYmMW9iYiISEhLg6enZpDpdXFxw8uTJeueysrLw9ddfw97eHs+fP0evXr0wePBgqX1HG8Pb27tJyyaawkcffQQPDw8cPXoU5eXlYk3YT506hXv37uHevXu4evUqAgMDueUi0qJQPceYmBix5588eYL09PQWVsNgMBjNg52dHYyNjSVeLy8vx/Lly3H48GEIhUIcPnwYT58+xahRoyAQCNC3b18kJSVJXV/nzp25PRN1dHTQo0cPsdZqqampGDhwIAQCAQYNGoS0tDRUVVXBxMQERISCggIoKytzrjyurq64d+8eQkJCuJ1Fpk6diqCgIPTr1w+mpqbc7h/V1dWYPXs2rKysMHjwYHh6eja6M8izZ88QGRmJDz74AACgqqqKNm3aiKT7+eef4efnBx6Ph759+6KgoABZWVlStw+gYMHR1dUVfn5+Is4KT548gZ+fn5xUMRgMhnTUrnOsPQ4fPixVPlVVVaxevRoTJ05EYmIiJk6ciBUrVsDOzg5JSUlYu3atxO/AqKioenU+ePCg3vXU1FT89ddf6NOnj0jeefPmwd/fH0lJSfDx8UFQUBCUlZVhaWmJW7duITo6Gvb29oiKikJZWRkeP34Mc3NzkXKysrIQHR2NkydPYsmSJQCAn376Campqbh16xYOHDggdnj0ZVJSUqCvr4+AgADY2dlh+vTpePHihUi61/VVBRQsOPL5fOjp6WH48OEoKirizguFQmRnZ8tRGYPBYDRO7bBq7fE6szSjo6Ph6+sLABg4cCDy8vK4nSrq4uLiUq/O7t27c9eKioowduxYbN68Gbq6uiJ5Y2NjOb9TX19fREdHc2VGRkYiMjISS5cuRXR0NOLj4+Hg4CBW66hRo6CkpISePXty39XR0dEYP348lJSU0KlTJ26XkYaorKzEn3/+icDAQPz111/Q0tKS2bNNhQqOPB4P33zzDYYNGwY3Nzdu/66ioqJGt1xhMBgMxn9UVFRg7Nix8PHxwZgxY5qU19XVFVFRUYiLi+M2NL548aJEd5y6vqpN8Z15/Pgx1+PdtWsXDAwMYGBgwPVyx40bJ3ayzev6qgIKGByBmgeyy5Ytg5ubG0aNGoVevXphxowZclbHYDAYsqOupypQ03sLCwsDUDMrVU9PT2zvTxxEhA8++AA9evSoZ1/3Mv369eP8TsPCwrjg5+joiMuXL0NJSQnq6uoQCoXYvXu32K2qJNG/f38cO3YM1dXVyM7OxsWLF0XSGBoacj3eWbNmoVOnTjA0NMSdO3cAAOfOnRM7icjb2xv79+8HEeHKlSto3bo1OnfuLLU2QMFmq65du5Z7PXLkSAwaNAhXrlyBgYEBrKys5KiMwWAwGqf2mWMtHh4eWL9+PbZu3YqvvvoKT548gUAggKenJ77//vt6ed3d3bF+/Xr8f3v3HhTldf4B/MsdFlEBRaKQpSBYLrsriGi8IHhL6wUkCnGklcQ4EZOxnVgrtI0ajaVQddTREJMmJUoYExNNsQ0lmhrLglaNETQQqBhQUUEUELkst31+f9B9f7AXWGRfLsnzmdkZdvfsnrPP6D573vec5508eTJ+97vf4Y033sCaNWsgl8shkUhw+PBhvX1qzjlqvP7663B1dUV6ejpkMpnwXFJSks5K2AMHDuDFF1/Erl27MHbsWKSlpQHonAm6u7tj+vTpADoTteaiy8Zavny5kNzc3d0RFBRkVF3VAwcOIDY2Fq2trfD09BTGdOjQIQBAfHw8Fi1ahKysLEycOBESiURo0xfDqrZqTU0NUlJScPLkSVRVVYGIMG7cOERGRiIxMRGOjo6DPUTRcT1JjgHAMQA4Bj8EmrqqDx8+REhICPLy8uDq6jrYwwIwzA6rxsTEwMnJCWfPnkVNTQ1qa2vx73//G87OzkOy/BBjjDHDlixZgsmTJ2P27NnYsmXLkEmMwDA7rHr79m0kJCR0e2zcuHHYvHkz3n///UEaFWOMsSeh7zzjUDGsZo5SqRQpKSmorKwUHqusrERKSkqPG2gZY2woMFQ+LjY2FpMmTUJAQADWrFmDtrY2ndeasnycSqVCSEgIFAoF/P39TX5Y+tChQzhy5IhJ37Or+vp6uLm5CYUGtNXU1GDBggXw9vbGggULUFtb2+c+hlVyPHbsGGpraxEeHg5nZ2c4OTkhLCwMtbW1OHbs2GAPjzHGeqS9z1GzIT42NhbFxcW4du0ampubdRbjAE+WHAHdfY7z58+HjY0Nzpw5g4KCAuTn5yM7Oxv/+c9/+v35NOLj40UtzLJly5YeV8YmJydj3rx5uH79OubNm/dEeyGHVXIcPXo0kpOT8d133+Hhw4eoqalBcXExkpOTjVrlxBhjQ9GiRYtgZmYGMzMzhISE6JTDNHX5ODMzM+ECw21tbWhraxO2ynWVn5+P6dOnQy6XIyoqCrW1tbh//z6mTJkCACgoKICZmRlu3boFAPDy8kJTUxPeeOMN7N69GwAQFhaGhIQEhISEwMfHB0qlEgDQ1NSEmJgY+Pn5ISoqCtOmTcPXX3/d69gvX76MqqoqLFy40GCbzMxMxMXFAQDi4uLwt7/9zejYaAyr5MgYY8NZb+Xj2trakJ6ejp/97GfdHhejfFxHRwcmT54MFxcXLFiwQG/5uNWrVyMlJQVXr16FTCbD9u3b4eLiApVKhfr6eiiVSgQHB0OpVOLmzZtwcXGBRCLReZ/29nZcvHgR+/btE1YZp6amwtHREUVFRXjzzTdx+fLlXuOnVqvxm9/8Rki8hlRVVQn7Gl1dXZ+ogtqwWpDDGGPDmaGrcmi88sorCA0NNVhppqvc3FwcP34cQPfycdqFAPRdlQPoPP+Zn5+Puro6REVF4dtvv0VAQIDw/KNHj1BXV4c5c+YA6JyBRUdHA+gsDpCXl4ecnBz8/ve/R3Z2NojI4Lg1FXimTJkiVDbLzc3Fr3/9awBAQEAA5HJ5r585NTUVixYtgpubW69tNTQz8r4aXslRpfr/v21tB28cjDFmYtu3b0d1dTXeeeedAe139OjRCA8PR3Z2drfk2BNN+bibN28iMjISKSkpMDMzw+LFi/W215SPs7Cw0LlwRE8uXLiAdevWAQB27NiB8+fPQ6lUIjU1FQ0NDWhtbcWIESN0zimOGzcO9+7dw1NPPYV79+7BxcXF6D41htdhVTu7/78xxtgPxHvvvYcvvvgCR48eNVgn2pTl46qrq1FXVweg81Dv6dOndaqMjRo1Co6OjsI5wvT0dGEWOXv2bHz44Yfw9vaGubk5nJyckJWVhVmzZhn9mWfOnCkspCwqKsK1a9d02kybNk1YSBQREYGMjAzcunUL5eXl2L17N1avXq13sU1ERIRQMejw4cOIjIw0elwaw2vmyBhjw5ih8nHx8fGQSqV45plnAHQehty6dWu315qyfJyPjw/i4uLQ0dEBtVqNmJgYLFmyROe1hw8fRnx8PJqamrqVavPw8AARCStGZ82ahYqKij5VKXvllVcQFxcHPz8//PSnP4W/v3+/FlauXbsW8fHxCA4ORmJiImJiYvD+++9DKpU+0W6GYVU+Dl2PGw+jYZsSl8ziGAAcA4BjMNx1dHSgra0Ntra2uHHjBubPn4+SkhJYW1sP9tAA8MyRMcbYIGhqakJ4eDja2tpAREhNTR0yiRHg5MgYY2wQODg4GLWvcbAMrwU5jDHG2ADg5MgYYwPEUG3Vl156CQqFAnK5HCtWrEBDQ4POa8+ePYtz5871qb8PPvgAY8eO7dZnUVGR8HxvNUqf1NatW/Hll1+a9D0B4PTp05gyZQpkMhmmTJmCM2fO6G1nitqqfFiVMcYGiKEiAHv37hW2YWzcuBEHDx4U6q5qnD17FiNGjMCMGTP61Ofzzz+PgwcP6n2utxqlT2rHjh0mf08AGDNmDP7+979j/Pjx+Pbbb/Hss8/izp07Ou00tVUTExORnJyM5ORkpKSk9Kkvnjkyxtgg0yRGIkJzc7NORZfy8nIcOnQIe/fuxeTJk6FUKlFeXo65c+dCLpdj3rx5Qn1TYxlTo/Rf//oXAgMDIZPJsGbNGrS0tODSpUtCxZvMzEzY2dmhtbUVKpUKnp6eAIAXXngBn376KYDObR/btm1DUFAQZDIZiouLAXTutVywYAH8/f2xdu1aSKVSPHjwoMcxBwYGYvz48QAAf39/NDc3o6WlRacd11ZljLFhpKfaqi+++CJcXV1RXFyMDRs2dHudh4cH4uPj8dprryE/Px+zZ8/Ghg0bEBcXh6tXryI2Nha/+tWv9PapKVauuTU3NxtVo1SlUuGFF17Axx9/jGvXrqG9vR1vv/02AgMDhdmvUqlEQEAALl26hAsXLuitzwp0zvi++eYbrF+/Xuhz+/btmDt3LgoLC7FixYo+J/fjx48jKChIqL7TlSlqq3JyZIyxAaJ9yarnn39eeC4tLQ13796Fr6+vTkFyfc6fP49Vq1YBAH75y18iNzdXbztNsXLNzc7OzqgapSUlJfjJT34CHx8fAJ0zsJycHFhaWsLLywvfffcdLl68iI0bNyInJwdKpbLPtVVXrlwJoLMYQl8KCBQWFiIhIcGoUntPWluVkyNjjA0RFhYWWLlypVBQXCznz5/HwYMH4eHhgU2bNuHIkSM65zh7Ehoain/+85+wsrLC/PnzkZubi9zcXIPJ8Ulrq3722WfCjFez7aOiogJRUVE4cuQIvLy89L5OU1sVwI+ktipjjP3AEBFKS0uFv0+ePKlT5xTQra06Y8YMfPTRRwCAjIwMo67koWFMjdJJkyahvLxcGJt2bdV9+/bhmWeewdixY/Hw4UOUlJQYXbgc6F5b9dSpU3pXlEZFRQkz3uDgYNTV1WHx4sVITk7GzJkzDb63KWqrcnJkjLEBon3OMTExEUSEuLg4yGQyyGQy3Lt3T6euKgAsXbpUmEkplUocOHAAaWlpkMvlSE9Px/79+/X2qX3O0djtILa2tkhLS0N0dDRkMhnMzc0RHx8PoLMgeFVVlbDSVS6XQyaT9enw5bZt23Dq1CkEBATgk08+gaurKxwcHHp8zcGDB1FaWoodO3YIn+f+/fsAOmuramaXiYmJOH36NLy9vfHll1/2aVaswbVVhxmuJ8kxADgGAMdguGtpaYGFhQUsLS1x/vx5rF+/vsdrXQ403ufIGGNswN26dQsxMTFQq9WwtrbGX/7yl8EeUjecHBljjA04b29vXLlyZbCHYdCwSI4VFRV46623cARAA4AxAF7Zswdr1qzp0/Lf4ez69evYt28fDh8+jPb2djg4OOCpp55CbGws7O3tB3t4A6KgoAB79uzB8ePH0dHRAUdHR3h7e2PFihVDqpq/mPLy8rBr1y6cOnUKRAQXFxcEBgZi8eLFsLCwGOzhiY4IOH0a2LULyM3dDACYMOEOZs0C5s7tfuaFsX6hIS4rK4vs7e3JxsaGAAg3iURCTk5OVFBQIFrft27dorCwMPL19SU/Pz/at28fEREdO3aM/Pz8yMzMjC5duiRa/xppaWlkZ2dHVlZW3WJgb29Pbm5uVF5eLlrfhmKwadMmmjRpEslkMlq2bBnV1taKNgYiop07d5JEIiELC4tuMRgxYgT5+/vTgwcPROvbUAxef/11kslkpFAoaMGCBXTnzh3RxqBWq2ndunVkb29PZmZmOjEIDQ2lxsZG0fo3FAON3bt3EwCqrq4WbQytrURLlxLZ2xN1pknNTU329kTR0UTt7aJ1bxLm5uakUCiE25/+9Kduz2/YsIHs7e31vvarr76ivLy8PvWXlpZGY8aM6dZnYWGhzliWLl36ZB/IgLfffpsOHz5skvf6/vvvKSQkhLy8vCgmJoZaWlr0tktKSiIvLy/y8fGh7Ozsfvc7pJNjYWEhSSSSbl8E2jcnJyeqqakRpf+7d+/S5cuXiYiovr6evL29qbCwkIqKiqi4uJjmzJkjenL86quveoyBubk5SaVSam1tFaV/QzH44osvqK2tjYiINm/eTJs3bxalfyKijIyMHmNgZWVFU6dOJbVaLUr/hmLw6NEjoc3+/ftp3bp1ovRPRPTHP/6xxxjY2trSc889J1r/hmJA1Jk4Fy5cSE8//bSoyfHll4ns7LQT4//fJBKi114TrXuTMJT4iIguXbpEv/jFLwy22bZtG+3atatP/aWlpdGrr77a57EMJdHR0XT06FEiIlq3bh2lpqbqtCksLCS5XE4qlYq+//578vT0pPZ+/lIa0slx1apVOjMF7ZtEIqE9e/YMyHgiIiLo1KlTwv2BSI4zZ87s8fMDIAcHB/rkk09EHYeGdgyIiE6cOEGrVq0SpT+1Wk0eHh69xsDe3p7OnTsnyhi06YtBUlISxcfHi9KfSqWikSNH9hoDW1tbKisrE2UM2rrGYPny5ZSfn09SqVS05FhdTWRjYzgxam52dkRdfrMMOYYSUnt7O4WFhdHdu3f1tikrK6Nx48bR+PHjSaFQUE5ODpWVlVF4eDjJZDKaO3cu3bx5U+d1/U2OV65coWnTpglHiGpqaqiqqoqCgoKIiCg/P58ACH17enpSY2Njt0Q+Z84c2rx5M02dOpW8vb0pJyeHiIgaGxspOjqafH19admyZRQSEqLzfapWq8nZ2Vn4IX7u3DlauHChzjiTkpIoKSlJuL9w4cJ+fx8M2X2O7e3twrmlnjQ1NeGtt94SfTzl5eW4cuWKwdqBYqiqqjLqYqCPHz82WHXflAzF4K9//St+/vOfi9Jnfn4+qqure23X1NSEd999V5QxdKUdgz/84Q9wd3dHRkaGaFciOH36NMiIrUtqtRrp6emijKGrrjHIzMzEhAkToFAoRO3z008BY06pmpsDn30m6lD6xVBt1YMHDyIiIkKoB6rN1LVVgc7aqcHBwZg+fbrBwtyrV69GSkoKrl69CplMhu3bt8PFxQUqlQr19fVQKpUIDg6GUqnEzZs34eLiAolEovM+7e3tuHjxIvbt2ydswUlNTYWjoyOKiorw5ptv4vLlyzqve/jwIUaPHg1Ly87lMW5ubnqvwnHnzh24u7sL9w2165N+pVYRPXz4kKytrXv9tQyARvb2c9KYm7k5UUeH3rE8fvyYgoKC6Pjx490e73Hm+PXX/R5Twf8+mzEx8DZFDJ5+mujx4z7FYOfOnbRs2TL9hzQ//bTfY/ocoFFGxiDcFDHw8yOqq+tTDIg6f7lu3bq1+4MtLUSbNvV7TO8CJDEyBmtNEYOFC4kMnEPuGoPGxkYKCQmhuv/FS+/M8dEjopUr+z2mLXjDqKYWFkTJyXqHPiTom63duXOHZs6cKcyOjD2s6uzsLJxOaW1tJWdnZ53X9DRzrKioICKiGzdukFQqpdLS0m7P19XVkbu7u3C/tLSUAgMDiYho7dq1lJWVRdHR0XTixAl6+eWXKT09nX7729/qjHXOnDmUm5tLRESVlZXk5eVFRESRkZF05swZ4f0DAwN1vk+rq6uF9kSdh/D9/f11Psurr75K6enpwv01a9b0+2jakJ05jhgxAmq12qi2PddU6J+2tjYsX74csbGxQvHcgTIaQKuRbcVcs2soBh988AH+8Y9/ICMj44kK+xpjNADj/hV0rmIWS2//DmJjY0WrhzkagDHrUC0wsDG4ceMGysrKoFAo4OHhgYqKCgQFBaGystLkfTuiDjZQ9drOxgYYNcrk3YvqypUrKC0txcSJE+Hh4YGmpiZMnDhR9H4nTJgAAPD09ERYWFiftlWEhoYKs8XIyEgUFBSIUlvV2dkZdXV1wmsqKiqEcWt/ltu3bwv3DbXriyGbHK2trTFv3rxe29kAWC3SGIgIL730Enx9fbFx40aRejHsaQCeRrSzB/CSSGMwFIPs7Gz8+c9/xsmTJ/UeRjGVaQCM2aThAOAFkcZgKAbXr18X/s7MzNRbD9MUngVgzNeJDYCVooxAfwxkMhnu37+P8vJylJeXw83NDd988w1cXV1N3v9zOAEzUK/tOjqAZctM3r2oFi9ejMrKSiGOEolEqGfalSlrq9bW1grXQXzw4AHy8vLg5+fXrc2oUaPg6OgIpVIJQLe26ocffghvb2+Ym5vDyckJWVlZmDVrltFj6FpbtaioCNeuXdNpY2ZmhvDwcOHakIbqpEZEROCjjz5CS0sLysrKcP36dYSEhBg9Fr36Ne8UmVKp7HW1qr29Pd2+fVu0/gEIy/UVCgV9/vnndOLECZowYQJZW1uTi4uL3hPEpvLxxx/3GoPRo0dTQ0ODKP0bioGXlxe5ubkJj4m5UjMlJaXHGJiZmZFUKqUOA4fF+8tQDJ577jny9/cnmUxGS5YsEQ5TiWH9+vVkZ2dnMAaWlpY0bdo00fo3FIOuxFyQQ0S0aFHPi3JsbYlWrBCte5PQ3sqRkJCg08bQYdWSkhIh/jk5OVReXm7UghztrRx5eXmUl5dHAQEBJJfLKSAggN577z29fXZdkBMZGdltZ4Cbmxu98847RNS5mlomkwnPaR9W1Rwura6uJqlUSkREDQ0NtHz5cvL19aWoqChSKBT03//+V2cMN27coKlTp5KXlxetWLGCVCoVERFlZmbSli1bhHY7d+4kT09P8vHxoaysLL2fpy+GdHIkItq7d6/eL0YLCwuSSCQmCcJQt3HjRrK3t9eJgZWVFTk4ONCFCxcGe4ii6ujooJiYGL0xsLa2pjFjxlBJSclgD1NUKpWKQkND9f5fsLW1JalUSpWVlYM9TFHV1naeEta3nUMiIZo82eApczYEtbe3U3NzMxF1ns/08PAwuIdxMAz55EjU+av12WefJUtLS7K2tiYbGxuKjY0V9ln9GHz++ec0YzJKNZgAAAGwSURBVMYMsrCwIGtra5JIJLR+/foBW7o/2NRqNR09epQUCoUQg5EjR1JCQsIPPilotLa20rvvvkteXl5kaWlJVlZWNHbsWNq5c6ewKOaHrrGRaM8eovHjiaysiCwtidzdifbvJ/rf9ywbJurr62nKlCkkl8tJJpMNuYnOsLoqR2trKxobG+Hg4CAs7f2xUalUaG5uxsiRI38U5cL0aWpqQmtrK0aOHAlz8yF72lxUjY2N6OjogIODg2iLoYYyIqChofPvESO4bBwzvWGVHBljjLGB8OP82c0YY4z1gJMjY4wxpoWTI2OMMaaFkyNjjDGmhZMjY4wxpoWTI2OMMaaFkyNjjDGmhZMjY4wxpoWTI2OMMaaFkyNjjDGmhZMjY4wxpoWTI2OMMaaFkyNjjDGmhZMjY4wxpoWTI2OMMaaFkyNjjDGmhZMjY4wxpoWTI2OMMaaFkyNjjDGmhZMjY4wxpoWTI2OMMaaFkyNjjDGmhZMjY4wxpoWTI2OMMaaFkyNjjDGmhZMjY4wxpoWTI2OMMaaFkyNjjDGmhZMjY4wxpoWTI2OMMaaFkyNjjDGm5f8AOzAI/olY/CsAAAAASUVORK5CYII=\n", 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24M4doIrRyRCLgT/+AEJDG6YeR0dHtGjRomEa+9eyZcvw9OnTKifnisVi/PjjjzUa5VVXbdu2hZWVFYDS0ztdu3bF48ePpd7ujBlAVhZQUiL5dbEYmD8fePFC6qXIzNixY5GTk1Pl67m5ufDz86tyKH9dSfrsa2pqcj+/efNGqqc1S0pK4O3tDbFYXOUyYrEYY8aMqTCPj2n8lixZAgsLC5ibm6Njx45wd3eXdUmlZN07V6WkhKh9e8lHCm8/XFwarq7ypwqkLS8vr9qjhbKHgoICd2qmoTx48ID09PQqHD1Iw7NnpafQ3/UZUFUlWr1aqqXIzPXr10lVVfWdnwM+n08HDhyQWh2SPvuLFi2i9u3bk5mZGT179kxqbZ85c6ZG/xbU1dUpIiJCanUwH49GOyDn9Wvg6dOaLXvl9EuAV8+jl5KTAX392q3zww/A9On1VsI9ADX5Ll5UVITwbduAbdvqrW0AwJs3gJpapadzcnIwfPhwbNiwocLRA/LzgQULgA0b6q2Ea+gPZRxCHppVu1xuLrB9+13k5gbWW9uNxbVr12o0si8nJwdRo0fDa/ToujX4ySfAwYNAs+r3OQCsWLECK1aswLfffovNmzdj6dKlFRfIzgYmTQLemvBeW1cAvKnBcgUFBbh69arEKQmNxbFjx+Dh4YFbt27BxMQEQOkcwClTpiA7Oxvy8vL43//+h08//bTSurt378Ynn3wCXV3dWrVZVFSEtm3bYvz48Vi1ahX3/Pjx4xEbGwsigpGREXbv3g0+n1+3N/iv2NhY7N27F5s2baqX7QHAkSNH4OnpiZiYGNjY2NTbdiVp1KdVG/ngs49SYWEhhg8fDm9vbwwbNkzW5TBvkdUJRW9vbxw5ckRGrTctkuLj1NTUsHfvXty4cQOnT5/GzJkzkZmZWWnd+o6PW79+PRISEpCYmIgOHTpg8+bN7/emJLCxsanXjvH169fYuHEjunfvXm/brE6j7Rw1NICWLWuyZAmsUfOUiabEEDX7Y6cAoKeUawFKh9CPHz8eXbt2xaxZsxqgRUCEBORD+Z3LKSgUQF8/pQEqanht27at0XJ8AD2kW0oF//zzD/fz8ePHuaMgabBB6ft7F2Vl5Srn2TUGVcXHGRkZoUuXLgBKM0lbtWqFjIyMCutKIz6u7MwPESE3N1fideOXL1/C3d0dQqEQdnZ2XGScQCBAZmYmiAja2trYu3cvAMDHxwfnzp3DxYsXuRD1JUuWYNy4cXBycoKhoWGFTvObb76BsbExHBwc4OXlhbVr10p8D/7+/pg/fz5UVFSq38n1RaYndd9h7drSa0nVXWtSVyc6c6Zh6hk1ahS1adOGFBQUqF27dvTzzz9Lvc1p06ZVOVK17KGqqkrXr1+Xei2RkZEEgBu+LxKJ6NSpU1Jvd/Dgqkeqlj1UVIjS06VeiswIhcJ3Xm/T0NCg3NxcqbQv6bM/bNgwMjMzI4FAQIMHD6ZHjx5JpW0ioqKiImrVqtU794Genl6DTW16H/v376dx48YREZG9vT3FxsZWWubKlStkYmJCxcXFlV7r3bs3xcTEEFHpFIv27dvT33//TUREY8aMofXr11daJzc3l9q2bUtisZh++uknmjZtWoXX/fz8qFWrVuTk5ERv3ryptP60adNoyZIlRFQ6YlgkEhER0aRJk+jkyZOUlJRENjY2NGHCBCIi6ty5M+Xk5FBYWBi5uroSEVFAQADZ29tTXl4eZWRkUIsWLaigoICuXr1KIpGIcnNzKTs7mzp37kxr1qypVENcXBwNGzas0j6QpkbdOb55Q2RqWv1UjiFDGm4qhyxkZGSQrq4uKSgoVDl8vfz8oQ/RvXul8xl5vKo/Bx/qYJwysbGxpK6uXu00BmkOxmkMQkJCqh2YpKamVmEOXmPk6upKZ8+eJaLS6S+zZ8+u8HpaWhoZGRnRpUuXJK5fvmOIj4+nXr16ca+dP3+ePDw8Kq1z+PBhGj16NBERPX/+nNq3b09Fb00QLyoqoilTptAvv/xSaX0LCwu6d+8e93v79u0pKyuL9u/fT/PmzaMff/yRdu7cSd27d6dHjx5Rt27diIgqdY7Lly/ntmFiYkIPHz6k9evX09dff809/9VXX1XqHIuLi6l379704MGDSvtAmhrtaVWgdCxIdDTQty+gogLIyxcBICgoFEBZGRgzBjhy5MO+Nqmjo4OYmBh069YNqqqqXIqFoqIiVFVVMWvWLPzwww8yrlK6DA2By5cBM7PSz4Q8CgGUgI9s8PnA6tVAuZD/D5K1tTVCQ0NhYGAAPp8POZQO1tIA0Lx5c+zatQteXl4yrlK6XFxc8Ntvv6FVq1bg8/ngoXQf8FF66vn333+Hs7OzjKusWll83IQJE2BgYIA1a9bg0KFD3DXA7OxsuLq6YsWKFbCzs6u3doOCgnD+/HkYGBjA2tqai48rT15eHqNGjarVdWNHR0dERkYiMjISTk5OaNmyJYKDg6scDPW+8XGvX7/G9evX4eTkBAMDA1y+fBlubm5cQpK0NNrRqmWaNQNOnQJSUoBJky4gL08ZfH4O9uwZjAaI12sUdHV18eeff+LWrVuYMWMGCgoK0KxZM+zbt6/aW9x8SIyNgaQkIC4OOGfjj3wowwh34JERhIa6BCFrtra2uH//PiIjIxHVuzeKAQgADH72DAoKjf6fcr1wcXFBWloazp49i7hBgwAA3QH0ffSo0UfoVRcfZ2dnBw8PD/j4+FR7g+D6jI/r168f7t27h86dO4OIcOLECYnXjcvi4/z9/XHx4kXo6OhAU1MTmpqaeP78OQoKCmBoaAgHBwesXbu2VoN6evbsiUmTJmHhwoUoKirCyZMnK92rUUtLC8+fP+d+d3Jywtq1a6U+WrXJ/IvS1wfs7S9zv2trV3237A9V165d0bPnf0NvPpaOsTxra8Aa5RL5Vd7/rgZNEY/Hg6OjIyokcX4kHWMZeXl5DBw4EBVuWtTIO0ag9Ahu/vz5FZ4bPnw4goKCkJqaioiICLx48QK7d+8GUDoy1cLCosLyfn5+mDx5MlRVVXHp0iXs2rULI0aMQFFREbp164bJkydXWP7o0aPo06dPhaO2oUOHYt68eSgoKICvry+ys7NBRBCJRBJveVU2mEYoFEJNTQ179uzhXuvevTt3h49evXph4cKFcHBwqPE+6datG9zc3CAUCtG6dWsIBAJoNZLQbB5RuXG9jVz5OVQBAQEyrER22D5AxfPoTefjW7/YPmD74AORk5MDPp8PsVgMR0dHbN++nUvikqWP6ysnwzAM06hMnDgRN2/eRF5eHnx9fRtFxwiwzpFhGIaRoQMHDsi6BIka/4l6hmEYhmlgrHNkGIZpQMeOHQOPx6twJ52UlBRYWVnBwsICZmZm2FZFTvKGDRuqvTOJJE5OTjA2NoaFhQW6du2K7du3c6+5uLhAJBLBzMwMkydP5gbX1IcTJ05UyHGti/j4eNjZ2cHCwgI2Nja4evVqvWy3OqxzZBiGaUCSslXbtm2LS5cuIT4+HleuXMGqVaskZqi+T+cIAIGBgYiPj0d0dDTmz5+PgoICAMChQ4eQkJCA69evIyMjA4cPH37/N/YWNzc3LFiwoF62NW/ePAQEBCA+Ph7Lli3DvAaY2Mw6R4ZhmAZSVbaqkpISN90iPz8fJRJuXrpp0yakpaXB2dmZCzsICgqCQCCAubl5pWkiVbWvrq4OeXl5AP9lqxYVFaGgoEBitmpycjL69OkDoVCIvn37IjU1FcXFxejYsSOICJmZmZCXl0dERASA0nCAf/75B7t378a0adMAlE5BmT59Onr06AFDQ0MEBwcDKL1P59SpU2FiYoL+/ftj0KBB3Gvl8Xg8ZGdnAwCysrJqfVeS98E6R4ZhmAZy/PhxuLi4wMjICNra2oiL+++mCQ8fPoRQKISenh7mz59fqQOYPn06dHV1ERYWhrCwMKSlpWH+/PkIDQ1FfHw8YmJicOzYMYntent7QygUwtjYGP7+/lznCAADBgxAq1atoKGhITGA4Msvv4Svry8SExPh7e2N6dOnQ15eHsbGxrh58yaioqJgZWWFyMhI5Ofn4+HDh1yIenlPnjxBVFQUTp48yR1R/vbbb0hOTsbNmzexb9++CqHo5W3YsAFz586Fnp4e5syZg2+//fbdO7uOWOfIMAzTQIKCgjBq1CgAwKhRoyqcWtXT00NiYiLu3r2LPXv2ID09vdptxcTEcLFtCgoK8Pb25o7e3hYYGIjExESkpqZi7dq1SEn57w42Z86cwZMnT5Cfn18pVg4ALl26hNH/3iN0zJgxiIqKAlA66T8iIgIRERFYuHAhoqKiuKhLSdzd3SEnJwdTU1PuvUVFRWHEiBGQk5NDmzZtqoz/27p1K9avX4+HDx9i/fr1GD9+fLX7pj6wzpFhGKYBvCtbtYyuri7Mzc0RGRlZ7zW0bNkSVlZWuHLlSoXnVVRUMHToUBw/frzG2yrLVr169SoGDRqEzMxMXLx4sUbZqrXNntmzZw93/9gRI0awATkMwzAfirJs1ZSUFCQnJ+Phw4fo2LEjIiMj8ejRI+Tm5gIAXr16haioKBgbG1faRvlsVVtbW4SHh+P58+coLi5GUFBQpWzVt4nFYly7dg2dOnVCTk4Onjx5AqD0muOpU6ckZqv26NGDuz4aGBjIdX62trb4888/IScnBxUVFVhYWOCnn36Co6NjpW1UpWfPnjhy5AhKSkqQnp6OixcvSlxOV1cX4eHhAIDQ0FCJp23rGwsBYBiGaQDVZasOGzYMs2fPBo/HAxFhzpw5EAgElbYxceJEuLi4cNceV61aBWdnZxARXF1dMXToUIlte3t7Q1VVFfn5+fDz84O1tTXS09Ph5ubGDQBydnaulM0KAD/88APGjh2LNWvWoGXLlti1axeA0iNBPT097g4ivXr14gYI1dTw4cNx4cIFmJqaQk9PD1ZWVhKzVXfs2IEZM2agqKgIKioqFaajSAvLVm1i2D4Ay9QE2D4A2D74QJRlq7548QK2traIjo5GmzZtZF0WO3JkGIZhZGfw4MHIzMxEQUEB/P39G0XHCLDOkWEYhpGhqq4zyhrrHBmmKfp3OsBHTcL1MYapL2y0KsM0RT/99N/jY7Vu3X+PJkJeXh4WFhYQiUSwsrLCn3/+CUC62aqFhYVYsGABunTpAisrK9jb2yMkJARA08lWPXz4MMzMzCAnJ4fY2NgKryUmJsLe3h5mZmYQCATIy8urlzbZkSPDNEX/xn591NTUZF1BramqqiI+Ph5A6eT7hQsXIjw8nMtWVVZWRk5ODszNzeHm5lYpJWfDhg347LPPoFaL9+7v748nT57g+vXrUFZWRnp6Ojct4tChQ9DU1AQRwdPTE4cPH+ZCCurKzc0Nbm5u9bItc3Nz/Pbbb5g0aVKF54uKivDZZ59h3759EIlEePHiBRQVFeulTXbkyDQ9Jib/PRimicrOzkbz5s0BSC9bVSwWY8eOHfjhhx+47bdu3RojR44E0HSyVbt27Spx3ufZs2chFAohEokAANra2hWi8eqCdY5M03Plyn8PhmlCcnNzYWFhARMTE0yYMAH+/v7ca9LIVr179y46dOjAdYKSNIVs1arcuXMHPB4PAwYMgJWVFb777rtarV8d1jkyTY+m5n8PhmlCyk6r3r59G6dPn4aPjw8XpSbNbNXqNIVs1aoUFRUhKioKgYGBiIqKwtGjR3HhwoVabaMqrHNkmCao7I/V26KiohoklJmpO3t7ezx//hwZGRkVnq/PbNXOnTsjNTWVu91TVRp7tmpV2rdvD0dHR+jo6EBNTQ2DBg3CX3/9VS/bZp0jwzRBFy9eRHJyMlJSUio8+Hw+Tp48KevymBq4ffs2iouLoa2tLbVsVTU1NYwfPx4zZszgbnBcdlPjppStWpUBAwYgKSkJYrEYRUVFCA8Ph6mpaa22URU2WpVhmqAXL15gyJAhEgdQtG7dWgYVSV92dja+/fZbPHr0CAMHDqxw9Dx16lRs2bJFhtXVTNk1R6D06GnPnj2Ql5fHrVu3pJatunz5cixevBimpqZQUVGBuro6li1bhjdv3jSZbNWjR4/iyy+/REZGBlxdXWFhYYEzZ86gefPmmDVrFrp16wYej4dBgwbB1dW1xu3d9rAKAAAgAElEQVRXh2WrNjFsHwBJSUlo27YtdHR0Kr2Wn59f4fTNh6pDhw5ITU2VdRkNavjw4ejSpQvs7Ozwyy+/QFFREQcOHICysjKsrKzq7XQa07Aaa7YqO63KNDm+vr4V5jKVDXsXi8W1OqXTlJV9Sbp+/Tp3Ou5Dd+/ePaxatQru7u44ceIErKys0KdPH7x48ULWpTF1MHjwYFhYWKBXr14sW5Vh6qKkpKTCqRdra2tcu3YNampq3HWVD93YsWMBAP369YOBgQEWLVpUbxOuG6uy039ycqXf6f/3v/+hXbt2cHR0RE5OjoyrY95XY81WZUeOTJNTUlLCHS1lZ2fj3r17EIvFKC4uRlFRkYyra1hqamo4d+4cLl68iBEjRuDRo0eyLklqhgwZUmmqgZ+fH9atWwclJSUZVVU7T58+xahRo9CpUydYW1tj0KBBuHPnjkzi48RiMVxdXWFiYgIzMzNu7mF9iY2NxfTp0+tlWxEREbCysoKCgoLEkIDs7Gy0b9+eCx2oD+zIkWlyPv30UwwYMAD9+/dHWFgYvvjiCzg6OkJBQUHiJOYPGRFBQ0MD33//PZKSkjBhwgT0798fs2fPlnVp9a6qCd4uLi5YtGhRA1dTe0QEDw8P+Pr6cqM/ExISkJ6eju7du8skPm7OnDlwdnZGQUEB+vbti5CQEAwcOLBe3q+NjQ1sbGzqZVsdOnTA7t27sXbtWomv+/v71/slFdY5Mk3O//73P1haWuL27dvYvHkzTE1NMWzYMBARbG1tZV1egzA0NAQR4dGjR+jYsWOF186ePftBdo7VCQgI4E41N1ZhYWFQVFSsMCK0LPasvJrEx+no6CAsLAxBQUFYuXIlN1p19erVFdYpi4978OCBxPi4skn3SkpKsLKyknjm4eXLlxg3bhzu378PNTU1bN++HUKhEAKBAJGRkdDS0oKOjg7Wr18PHx8f+Pj4YMyYMVBUVMTatWtx8uRJLFmyBKmpqbh//z5SU1Mxc+ZM7qjym2++wf79+9GyZUvo6enB2toac+bMqVCDgYEBAHCn1MuLi4tDeno6XFxcKoWS1wXrHJkmadCgQRg0aBD3e1WpHB+q2NhY8Hg8WFpacj9/6IRCocTnieidaTKNwfXr12FtbV3l6w8fPoSrqyvu3r2LNWvWSIyP+/777xEWFgYdHR0uPi4uLg7NmzfHJ598gmPHjsHd3Z1bpybxcQCQmZmJ33//HTNmzKj0WkBAACwtLXHs2DGEhobCx8cH8fHx6NmzJ6Kjo6Gvrw9DQ0NERkbCx8cHly5dwtatWxETE1NhO7dv30ZYWBhev34NY2NjTJkyBfHx8Thy5AgSEhJQWFgIKyuravfR20pKSjB79mzs378f58+fr/F6NcE6R6bpKX/NpQnemaE+tGjRAgBw9epVaGtry7iahpGens7NbSuPiNCjRw8ZVVV/yuLj0tLS4O7uDk9Pz2rnrJaPjwPAxceV7xxroqioCF5eXpg+fToMDQ0rvR4VFYUjR44AADc6ODs7m4uP09fXx5QpU7B9+3Y8fvwYzZs3h7q6eqXtuLq6QllZGcrKymjVqhXS09MRHR2NoUOHQkVFBSoqKhgyZEitat+yZQsGDRqE9u3b12q9mmCdI9P0lD+N2ASOGKSpVatWsi6hwQwePBg5OTncJPrynJycGr6gWjIzM5M4mORt5ePj6noNvXx8XFVHjxMnTkSXLl0wc+bMWm3b0dERP/74I1JTU7FixQocPXoUwcHBNYqPk5eXr5fBc5cuXUJkZCS2bNmCnJwcFBQUgM/n18t9JNloVabpefbsvwfz0di5cyccHBwkvnbgwIEGrqb2+vTpg/z8fGzfvp17LjExEZGRkTKJjwOAxYsXIysrCxs2bKiy7l69eiEwMBBA6bQLHR0daGpqQk9PD8+fP8c///wDQ0NDODg4YO3atbWOj/v999+Rl5eHnJycWkcfBgYGIjU1FcnJyVi7di18fHzq7QbLrHNkmKYoM/O/x8cqO/u/RxPA4/Fw9OhRnD9/Hp06dYKZmRkWLlyINm3a4NatW+jevTtEIhF69+79zvg4Z2dntG3blouPE4lEsLa2rjI+rmXLljA1NYW5uTkGDx4MTU1NPHr0CCtWrMDNmze5aSQ///xzpfWXLFmCuLg4CIVCLFiwAHv27OFe6969O4yMjACUdqKPHz+u8guMJN26dYObmxuEQiEGDhwIgUAgMT4uJiYG7du3x+HDhzFp0iSYmZnVuI33xeLjmhi2DwCUH3zSdD6+9WvAgP9+PnNGdnXI0qef/vfzwYOyq4Opk7L4uLKEq+3bt8PKykrWZbFrjgzTJJ09K+sKZO/Qof9+Zp1jkzVx4kTcvHkTeXl58PX1bRQdI8A6R4ZhGEaGGuv1YnbNkWEYhmHewjpHhmGYBlJVtmp8fDzs7e1hZmYGoVCIg1WcJt69ezfS0tJq1aafnx86duwIkUgEIyMj+Pj4cEk4TSlf9fvvv4epqSmEQiH69u2LlJQU7rV58+bBzMwMXbt2xfTp01EfQ2lY58gwDNMAyrJVnZyccO/ePcTFxeHbb79Feno61NTUsHfvXty4cQOnT5/GzJkzkSlhJPL7dI4AsGbNGiQkJODvv/+GpaUl+vTpw03tmDNnDm7fvo1r164hOjoaISEhdX6vZWxsbLBp06Z62VZZGlRiYiI8PT0xb948AMCff/6J6OhoJCYm4vr164iJieGyY+uCdY4MwzANoKps1V69esHIyAhdunQBUBoC0KpVK2RkZFRYPzg4GLGxsfD29oaFhQVyc3Nx4cIFWFpaQiAQYNy4ccjPz6+2Bh6Ph6+++gpt2rRBSEgI1NTUapyv6u7uDqFQCDs7OyQmJgIABAIBMjMzQUTQ1tbG3r17AQA+Pj7c3WIGDx4MoHRKyLhx4+Dk5ARDQ8MKneY333wDY2NjODg4wMvLS2LAuLOzMxe4bmdnx9XJ4/GQl5eHgoIC5Ofno7CwsNpkoZpinSPDMEwDeFe2apmrV6+ioKAAnTp1qvC8p6cnbGxsEBgYiPj4ePB4PPj5+eHgwYNISkpCUVERtm7dWqNarKyscPv27QrPleWr9u3bt9LyZfmqiYmJWLlyJXx8fACAy1e9ceMGl68KlCbXSIr0u337Ns6cOYOrV69i6dKlKCwsRExMDJevGhISUqPw8J07d3J3D7G3t+fmfbZt2xYDBgxA165da7QfqsM6R4ZhmEbiyZMnGDNmDHbt2iXxDhTl/f333+jYsSM3Cd/X1xcRERE1aufta3I1yVcdM2YMAMn5qhEREZgyZQqSkpJqlK+qo6MjMV9VQ0Pjnfmq+/fvR2xsLObOnQugNFz91q1bePToER4/fozQ0FCuk64L1jkyDMM0ADMzM8TFxVX5enZ2NlxdXbFixQrY2dlJtZZr165VOLqqS75qZGQkIiMjuRB0aearnj9/HitWrMCJEye4bR09ehR2dnbg8/ng8/kYOHAgLl26VKvtSsI6R4ZhmAZQXbZqQUEBPDw84OPjU23YePlsVWNjYyQnJ+Pu3bsAgH379lXKVn0bEWHTpk148uQJXFxcADSdfNVr165h0qRJOHHiRIXA/Q4dOiA8PBxFRUUoLCxEeHg4O63KMAzTVFSXrXro0CFERERg9+7dsLCwgIWFBeLj4yttw8/PD5MnT4aFhQWICLt27cKIESMgEAggJydXYbBPeXPnzuWmcsTExCAsLAxKSkpNKl917ty5yMnJwYgRI2BhYQE3NzcApddiO3XqBIFAAJFIBJFIVOtbX0nCslWbGLYPwLJVAbYPALYPPiCNMV+VxccxDMMwMtUY81VZ58gwDMPIVGPMV2XXHBmGYRqIvLw8LCwsYGZmBpFIhHXr1qGkpAQAcO7cOVhbW0MgEMDa2hqhoaESt7FhwwaIxeJatevk5ARjY2MIhUKYmJhg2rRpXAJPXl4ebG1tIRKJYGZmVu+Xa7Zt28aFA9TV+PHjIRKJIBQK4enpiZycHABAfn4+Pv30U3Tu3Bndu3dHcnJyndtinSPDMEwDUVVVRXx8PG7cuIFz584hJCSEG0ego6OD33//HUlJSdizZw83r/Bt79M5AkBgYCASExORmJgIZWVl7sbIysrKCA0NRUJCAuLj43H69Glcvnz5/d/kWyZPnsyFBtTV+vXrkZCQgMTERHTo0AGbN28GUBoK0Lx5c9y9exdfffUV5s+fX+e2mkznGB8fj3PnzuH48eO4ePEiHjx4IOuSGhQRITo6GmfOnMGJEycQFRWFp0+fyrqsBlVSUoKzZ89iBoBJAH4A8OrVKxlX1bCKiorw22+/YRqAyQB2Anjz5o2Mq2pYeXl52LdvH6YAmAogCHhnbFpj1KpVK2zfvh2bN28GEcHS0hK6uroASudE5ubmVnpfmzZtQlpaGpydnbnYt6CgIAgEApibm9eoU1BSUsJ3332H1NRUJCQkgMfjgc/nAwAKCwtRWFgIXvnBTv+Kj4+HnZ0dhEIhPDw88OrVKzx79oxL/SnbVmpqKgCgU6dOEIvFWLJkCRcH5+TkhPnz58PW1hZGRkbcZH2xWIyRI0fC1NQUHh4e6N69u8SkHE1NTQClfw9zc3O5Oo8fPw5fX18ApaNXL1y4UPfwcWrknjx5Qra2tqSmpkY8Ho8AkLy8PKmoqJCHhwe9efNGqu2PHTuWWrZsSWZmZtxzI0eOJJFIRCKRiPT19UkkEkm1hn/++YeMjY1JXV2dAHD7QFlZmSZNmkSFhYVSbV/SPiAi2rRpExkbG5OpqSnNnTtXqjXExsZSu3btiM/nc/tADSAVFRX6+uuvqaSkRGptS3r/AQEBpKury30OTp06JbX2y5w7d45atGhBGhoa3D7gA6SmpkZbtmyRevuNwYEDB0hDQ6PC54APkKamJv3222+yLu+d1NXVKz2npaVFT58+rfDc4cOHqW/fvhK3oa+vTxkZGURE9PjxY9LT06Nnz55RYWEhOTs709GjRyut07t3b4qJianw3NChQ+nXX38lIqKioiISiUSkrq5O8+bNk9iuQCCgixcvEhGRv78/zZgxg4iITE1NKSsri3744QeysbGh/fv3U3JyMtnZ2RFR6b+VNWvWcHXMmjWLiIhOnTrFvcc1a9bQxIkTiYgoKSmJ5OXlK9Vbxs/Pj1q1akVOTk7c338zMzN6+PAht4yhoSG3j95Xo+4cMzMzSV9fnxQUFLh/COUfKioq5OjoSEVFRVKrITw8nOLi4ip1DGVmzZpFS5culVr7jx49Im1tbZKTk5O4D9TU1MjLy0tq7RNJ3gehoaHUt29fysvLIyKi9PR0qbV//fr1Cn8M336oq6vT/Pnzpda+pPdf/h98QwgPDyc1NbUq98HH0EEePHiw2n2gqqpKJ06ckHWZ1apJ53j9+nUyNDSku3fvStxG+c7x2LFjNGbMGO61n3/+mb766qtK60jqHN3c3LjOscyrV6/IycmJkpKSKjyfmZlJenp63O93794lS0tLIiKaMGEC/fHHHzRixAj67bffaOLEibRv3z7uC/PbnWNUVBQRET19+pQ6depERKUddWhoKLd9S0vLKjtHotLOfMqUKfTLL78QkXQ6x0Z9WvWHH35Aenp6lRFDeXl5+Ouvv/DHH39IrQZHR0e0aNFC4mtEhEOHDsHLy0tq7QcEBCArK4u7aP82sViM48eP46+//pJaDZL2wdatW7FgwQIuwql8YkV9mzFjBnfhXZI3b95g48aNePz4sVTar+4z0BCICBMmTKj2OpNYLMacOXM+2FOshYWFmDx5crX7IDc3F59//nmV/1Yao/v370NeXp779/Po0SN4eHhg7969lYLH61NxcTGSkpIqJck0a9YMzs7OOH36dI23VRYhl5KSgqFDhyIhIQFRUVHvjJB7n/i4MvLy8hg1ahSOHDkCAGjXrh0ePnwIoPTSQ1ZWFrS1td9r22UabedIRNi4cSPy8vKqXS4nJwffffddA1VVUWRkJFq3bs3daqa+vXnzBgcOHHjnByg/Px/r16+XSg1VuXPnDiIjI9G9e3f07t0bMTExUmnn0aNHiI6OfudyRIRt27ZJpYaqbN68GUKhEOPGjZPqtc+4uLga3cNPTk4Ov/76q9TqkKVTp07V6A+pWCzGuXPnGqCiusvIyMDkyZMxbdo08Hg8ZGZmwtXVFatWrULPnj2rXK98hJytrS3Cw8Px/PlzFBcXIygo6J0RcoWFhVi4cCH09PQgFAqRkZHBjVzNzc3FuXPnYGJiUmEdLS0tNG/enLtGWD6qrlevXti/fz+6dOkCOTk5tGjRAn/88UetUnJ69uyJQ4cOAQBu3ryJpKSkSssQEReVR0Q4ceIEV6ebmxuX2hMcHIw+ffpIvG5aG412nmN2djaysrJqtOyNqKiKaRnvQ04OKCws/W8NBQUFVX3UGBcH2NjUqaRk1Ox/UHFxMWL37wf2769Te+jQAbhxA/j34nx1ioqK8PLlS1y+fBkxMTEYOXIk7t+/X/EDeeQIUE1OZE3cAKAMoPqvSKVfEK4sXw4sX16n9tCjB3DqFNCsWbWLTZkyBf7+/uDxePD398fs2bPxyy+/VF7w22+BRYvqVFIiSs8bvktOTg62bt0q8X58Td3Fixe5DqE6ubm5SEpKwoABAxqgqtrLzc2FhYUFCgsLoaCggDFjxmDWrFkASr9s3b17F8uWLcOyZcsAAGfPnq10VmbixIlwcXGBrq4uwsLCsGrVKjg7O4OI4Orqyo1CfZu3tzeUlZWRn5+Pfv364fjx4wBK7wTi6+uL4uJilJSUYOTIkdw9GMvbs2cPd/RuaGiIXbt2AQAMDAxARFyeqoODAx49eoTmzZvXeL9MnToVvr6+MDU1hYmJCczMzCpFyBERfH19kZ2dDSKCSCTibtE1fvx4jBkzBp07d0aLFi3q5Utio+0c5eXlazzaSBaHv2WjBqtL2a8redTsjyLQ8Pugffv2GDZsGHg8HmxtbSEnJ4fnz5+jZcuW9dqOvJSWravyN1P9/PPPJf4xqS/yAGr61U9eviH3QsORk5MDj8d7598EOTm5Rr0PiouLq3xt8eLFWLx48Tu38eWXX+LLL7/kfvfy8nrnpZ2LFy9W+ZpQKMS1a9fe2a6FhUWVUzzKTmkCwKJFi7Co3BfCJUuWSKxDR0eHm4+ooqKC/fv3Q0VFBffu3UO/fv2gr69foQ05ObkqzyKpqKjg8OHD73wPtdFoT6vy+fxKO0cSHoCa57/Xn/Pnz8PExATt27eXWhudULM/+EoAGvp7sru7O8LCwgCUnmItKCiAjo5OvbdjDaAmg/TVAAys99ar9uTJE+7no0ePwtzcXGpt9QRQ9Z/U/ygpKaFjx45Sq0OWOnToAAWFd3+XV1BQqNXpPKZxEIvFcHBwgEgkgoeHB7Zs2QIlJSXZFlWn4TxS9tNPP1U7Og3/jtKLjo6WWg2jRo2iNm3akIKCArVr145+/vlnIiLy9fWlrVu3Sq3dMgsXLiRlZeVq94GKigrdv39fajVI2gf5+fnk7e1NZmZmZGlpSRcuXJBa+15eXqSoqFjtPlBVVaXMzEyptC/p/X/22Wdkbm5OAoGAhgwZQmlpaVJpu0yPHj2qHLFc9tDW1pb6tB5ZKSkpIQMDg2rfPwAyMTGRdanMB6JRd44FBQXUq1cvUlVVrbJjnDx5sqzLlKrXr19T165dq+wg1dTU6Ntvv5V1mVKVnp5Obdu2rXJKj5qaGu3du1fWZUrVP//8Q82aNat2Ss+5c+dkXaZUXblypcJc37cffD6frl27JusymQ9Eo+4ciYjy8vJoypQppKqqShr/TvzW+HfS78qVK6U6+buxyMrKok8//ZSUlZVJSUmJFBUVSUlJiXR0dGjHjh2yLq9BPHnyhFxcXEhFRaV04vu/k7/bt28vcdLzh+jOnTvUs2dPUlFRIUVFRe5hZGRE4eHhsi6vQcTGxpJQKCQ1NTVSB0gdIFWArKysKCEhQdblvZOcnByJRCIyNTUloVBIa9eupeLiYiIq7fzLQiWEQmGVoQYrVqyodbv6+vpkbm5O5ubm1LVrV/rf//5Hubm5FZbJysqidu3a0RdffFH7N1YNf3//evviNmDAABIKhWRqakqTJk3i5rjPmTOHjI2NSSAQkLu7O7169arObTWZ+zm+fv0apzU1kQWgDYBP8vNlf066gT1//hyTJ09GQUEBmjVrhl27djXqwQfS8PjxY4S1b498AEYAHEpK6jxku6m5e/cu5s6dCyLiIsg+NomJifhLJAIA2AIwbRp/xsDn87k5u8+ePcPo0aPRs2dPLF26FGKxGEpKSlBQUMCTJ08gEomQlpZW6Vpr+W3UlIGBAWJjY6Gjo4OcnBxMnDgRioqKFW5aPGPGDGRkZKBFixZcZmljk52dDU1NTRARPD09MWLECIwaNQpnz55Fnz59oKCgwEXorV69uk5tNdoBOW/T0NDACAATAAwGPrqOESgd3VWW2N+pU6ePrmMESif7fgZgPIBewEfXMQJA586dYWFhAUtLS7Rr107W5ciEUCiEHwA/AKayLeW9vZ2tqqamxnWEeXl5Ej/bCxYs4KaDeHt7AwC+//57mJubw9zcHBs2bHhnu3w+H9u2bcOxY8fw8uVLAKVzadPT0/HJJ59Uud6FCxdgaWkJgUCAcePGIT8/HzExMRg2bBiA0nxTVVVVFBQUIC8vD4aGhgAAPz8/BAcHAyjtpAMCAmBlZQWBQIDbt28DKJ3z2b9/f5iZmWHChAnQ19fH8+fPK9VQlq1aVFSEgoICbh998skn3L6zs7Orl+lMTaZzZBiG+dAYGhqiuLgYz549AwBcuXIFZmZmEAgE2LZtW6WjxlWrVnF39ggMDERcXBx27dqFK1eu4PLly9ixY0eNpmVoamqiY8eO+Oeff1BSUoLZs2dz4eCS5OXlwc/PDwcPHkRSUhKKioqwdetWWFpaIj4+HkBpKIq5uTliYmJw5coVdO/eXeK2dHR08Ndff2HKlClcm0uXLkWfPn1w48YNeHp6cuHlkgwYMACtWrWChoYGPCXMo/7ll18wcGDdx66zzpFhGKaR6N69O27cuIGYmBh8++2370wIi4qKgoeHB9TV1cHn8zFs2DAuxeZdyq6obdmyBYMGDap2Wtrff/+Njh07wsjICADg6+uLiIgIKCgooFOnTrh16xauXr2KWbNmISIiApGRkVXGx5UdaVpbW3PzHKOiojBq1CgAgIuLS7UBAmfOnMGTJ0+Qn59f6Z6XK1asgIKCAndUXResc2QYhpGRt7NVy3Tt2hV8Ph/Xr1+XSruvX79GcnIyjIyMcOnSJWzevBkGBgaYM2cO9u7diwULFtR4W46OjggJCYGioiL69euHqKgoqWerqqioYOjQoVzKDwDs3r0bJ0+eRGBgYL1cbmGdI8MwjAy8na364MEDrrNISUnB7du3YWBgUGk9RUVFFBYWAijNNT127BjEYjHevHmDo0ePVtkplcnJycHUqVPh7u6O5s2bIzAwEKmpqUhOTsbatWvh4+ODVatWVVjH2NgYycnJXLbp29mqGzZsgL29PVq2bIkXL17g77//rlUwRvls1bNnz0rMKs7JyeHCN4qKinDq1CkuW/X06dP47rvvcOLECaipqdW43eo02vg4hmGYD0112apRUVFYtWoVFBUVIScnhy1btkhMnZo4cSKEQiGsrKwQGBgIPz8/2NraAgAmTJgAS0tLiW2X5a+WlJTAw8MD/v7+Na5bRUUFu3btwogRI1BUVIRu3bph8uTJAEpPBaenp3PZqkKhEE+fPq3V0VtAQAC8vLywb98+2Nvbo02bNtDQ0KiwzJs3b+Dm5ob8/HyUlJTA2dmZq2HatGnIz89H//79AZQOyqnrjQiazFQOABXDxZtQ2fVp6dKl3M8BAQEyrESG2OeAfQ4A9jn4gOTn50NeXh4KCgq4dOkSpkyZwg30kRV25MgwDMPIVGpqKkaOHImSkhIoKSlhx44dsi6JdY4MwzCMbHXp0qVGU1AaEhuQwzAMwzBvYZ0jwzBMA5GXl4eFhQXMzMwgEomwbt06lJSUVFgmNTUVfD6/ykn5K1eurHW7BgYGEAgEEAgEMDU1xeLFiyvMoSyry8LCAm5ubrXefnW2bduGvXv31su2xo8fD5FIBKFQCE9Pz0oxekeOHAGPx0NsbGyd22KdI8MwTAMpS7e5ceMGzp07h5CQkAqDqwBg1qxZ1Sa8vE/nCABhYWFISkrC1atXcf/+fUyaNKlSXfHx8Thx4sR7bb8qkydPho+PT71sa/369UhISEBiYiI6dOhQIQP29evX2LhxY5XJPLXFOkeGYRgZeDtbFQCOHTuGjh07wszMTOI60spWrYn4+HjY2dlBKBTCw8MDr169wrNnz2BtbQ0ASEhIAI/H46LfOnXqBLFYjCVLlnBHwU5OTpg/fz5sbW1hZGTEpfmIxWKMHDkSpqam8PDwQPfu3SUe/ZVlqxIRcnNzK0wX8ff3x/z586GiolLj91Qd1jkyDMPISPls1ZycHKxevbraqTnSyFYFSrNTbWxsYGdnh2PHjklcx8fHB6tXr0ZiYiIEAgGWLl2KVq1aIS8vD9nZ2YiMjISNjQ0iIyORkpKCVq1aSZyQX1RUhKtXr2LDhg3cUfOWLVvQvHlz3Lx5E9988w3i4uKqrH3s2LFo06YNbt++jS+//BIA8Ndff+Hhw4dwdXV953uvKdY5MgzDNAJLlizBV199BT6fX+N16iNbFShN5ImNjcWBAwcwc+ZM3Lt3r8KyWVlZyMzM5FJxyrJVAaBHjx6Ijo5GREQEFi1aVOdsVXNzcwiFwirr3rVrF9LS0tC1a1ccPHgQJSUlmDVrFtatW1ej911TrHNkGIaRkfLZqleuXMG8efNgYGCADRs2YOXKlVK7r2L5bFUA3K3PDA0N4eTkVKtpFY6OjtzR4tChQ5GQkCD1bFV5eXmMGjUKR44cwevXr3H9+pKLntcAACAASURBVHU4OTnBwMAAly9fhpubW50H5TStznHOnP8eDMN83Fau/O/RBL2drRoZGYnk5GQkJydj5syZWLRoEaZNm1ZpvfrOVn316hXy8/MBlN5QPTo6GqamFe+SqaWlhebNm3NHpW9nq+7fvx9dunSBnJwcWrRogT/++AMODg413hfls1Vv3ryJpKSkSssQEZftSkQ4ceIETExMoKWlhefPn3P7zs7ODidOnICNjU2N25ekaYUArFgh6woYhmksFi6UdQW1Vl22ak3Vd7bqrVu3MGnSJMjJyaGkpAQLFiyo1DkCwJ49ezB58mSIxWIYGhpi165dAEqniRARl63q4OCAR48eVXvbqbdNnToVvr6+MDU1hYmJCczMzKClpVVhGSKCr68vsrOzQUQQiUTYunVrjduoraaVrcqwTE2AZWqCfQ6YD0txcTEKCwuhoqKCe/fuoV+/fvj777+hpKQks5qa1pEjwwBAv36yroBhmHokFovh7OyMwsJCEBG2bNki044RYJ0j0xQdPizrChiGqUcaGhr1kmpTn5rWgBwAo0ePlvh8VFQUxo8f38DVMDLRrNl/D4ZpQqqLj0tOToaqqioX41Z2r8K3bdiwAWKxuFbtFhYWYsGCBejSpQusrKxgb2+PkJAQAKUT842Njbl2nz17Vrc3WU5sbCymT59eL9uKiIiAlZUVFBQUEBwczD0fFhbG1W5hYQEVFRWJczXz8/Px6aefonPnzujevTs3jaQqTe7I8eLFi0hOTq50I00+n4+TJ0/KqCqGYZh3K5vADwDPnj3D6NGjkZ2dzV1D7tSp0zvvY7hhwwZ89tlntbrjvb+/P548eYLr169DWVkZ6enpCA8P514PDAys8+hOSWxsbOptux06dMDu3bsrZc46Oztz++zly5fo3LkzPvnkk0rr79y5E82bN8fdu3fx66+/Yv78+Th48GCV7TW5I8cXL15gyJAhlR4+Pj5o3bq1rMtjGIapEUnxce+yadMmpKWlwdnZGc7OzgCAoKAgCAQCmJubY/78+ZXWEYvF2LFjB3744QdujmHr1q0xcuTIGtf68uVLuLu7QygUws7ODomJiQAAgUCAzMxMEBG0tbW5gHEfHx+cO3cOFy9exODBgwGUhhyMGzcOTk5OMDQ0xKZNm7jtf/PNNzA2NoaDgwO8vLwkhq4bGBhAKBRCTq7qbis4OBgDBw6U+MXh+PHj8PX1BQB4enriwoUL1e73Jtc5tm7dGklJSUhMTJT4YBjm41NdUHdjVj4+DgAePHgAS0tL9O7dW2LSzfTp06Grq4uwsDCEhYUhLS0N8+fPR2hoKOLj4xETE1PplOLdu3fRoUMHLpdUkrFjx8LCwgLffPONxA4jICAAlpaWSExMxMqVK7kg8Z49eyI6Oho3btyAoaEhV/OlS5fQo0ePStu5ffs2zpw5g6tXr2Lp0qUoLCxETEwMjhw5goSEBISEhNTp2uOvv/4KLy8via89fvwYenp6AAAFBQVoaWnhxYsXVW6ryZ1WfTvBnvl4LVq0CD179qzXPEWm8frrr78kPk9E7zwV2RS0bdsWqamp0NbWRlxcHNzd3XHjxo1qO7WYmBg4OTmhZcuWAABvb29ERETA3d29xu0GBgb+n73zDmvq6uP4N4CAgJOhVZAhOyQEUBQFZFRFUayKoyIgaq371bd1tXXU1m2t1rpfC9aBVqyzVVsVFdAWsEWsiBtZigwB2ev3/kG5ggkQlCSi5/M893nCveee872HJL+c9T3o2rUrnj9/jpEjR2Lv3r1iu2hERkbiyJEjAAAPDw9kZ2cjPz8fLi4uuHz5MgwNDTFt2jTs3LkTaWlp6NChAzQ1NcXK8vb2hpqaGtTU1KCnp4eMjAxERUVh2LBhUFdXh7q6OoYOHSq19to8fvwYN27cwMCBA1/p/pdpccHRwsICfD4faWlpCAwMxLRp0zB37lxUVVVh7dq1sLW1VbREhpzYt28f8vPzERISgm+//Rb6+vqKlsSQIT179kS/fv0ktmxyc3MVoOj1qW0fx+PxuG5PBwcHdO/eHXfu3HntMTtTU1MkJycjPz9fYqCtsY5r06YNxo0bh+joaKm3mHJ1dcWWLVuQnJyMFStW4OjRowgLC2vUOg54Pfs4Sfz0008YPnw4WrVqJfF6165dkZKSAn19fVRUVCAvLw/a2tr15tfiulVnz56NrVu3Ijc3F+7u7hg4cCAmTpyITz75pN7ZXYy3ExUVFXz//ff4/PPPERQUhG+//VZs41jG24OVlRV27NjBdSnWPnR0dBQtr8m8bB+XmZmJyspKANVB8+7duzAxMRG7r02bNnj+/DkAwNHREZcuXUJWVhYqKysRGhrK2brVoKGhgUmTJuE///kPysrKuLIPHz6MiooKZGVlAaie0Xrq1CnY2NiIleni4oL9+/cDqJ4UqaOjg7Zt28LAwABZWVmcVmdnZ6xfv55zy5GGvn374uTJkygpKUFBQcErT6wMDQ2tt0sVAHx8fLBnzx4A1WOTHh4eYhM7a9PigmNlZSX3z//ggw9ARBg1ahQGDBhQZ2drxtvLpUuXcOnSJRQXF+PixYvIy8vD559/jmvXrslkxh3jzWDZsmX1/vjZvHmznNW8GjX2cXw+H++//z4GDBjAORxdvnwZQqEQIpEIvr6+2L59Ozp27CiWx5QpU+Dl5QV3d3e89957WL16Ndzd3WFrawsHBwcMGzZM7J6vv/4aurq6sLa2ho2NDYYMGYK2bduitLQUAwcO5Mrt2rUrPvroI7H7ly1bhmvXrkEoFGLhwoVckAGAXr16cQbmLi4uSEtLa5Kvas+ePeHj4wOhUIhBgwZBIBCIWccB1V3I+vr6OHz4MD7++OM6e14mJSUhJSVF7IfBkiVLuM2bJ02ahOzsbJiammLDhg1YvXp1g7panH2ck5MTvv76a3h6eiIsLAxz587F2rVr0b59eyxduhTR0dGKlihTmG1Y9S9AALhw4QLc3d3Ffv01907mbyLsfVCX4OBgBAUFKVoG4xUpKCiAlpYWioqK4Orqip07d8Le3l6hmlrcmOPWrVsxZcoU3LlzB46Ojrhy5QoWLVqEtLQ0bN26VdHyGHKgJvgFBARwU8cZ7zZLly5lwbEFM2XKFCQkJKCkpASBgYEKD4xACwyOdnZ2iImJqXNu3759ClLDUCQsML5b1LcBLhEhIyNDzmoYzcmBAwcULUGMFhccGQz8O2kBAKCsrDgdDLmSkZGBs2fPim2FREQS19QxGK9Di5uQw2BAReXFwXhnGDJkCAoKCmBoaFjnMDIygpubm6LlScWTJ08wduxYdO/eHQ4ODhg8eDDu3LkD4IXvqkgk4sbVXyYkJATp6elNKnPChAkwNjaGSCSCpaVlnfHq2tdEIlGzrhdNT0+Hr69vs+SVl5eHoUOHwtbWFnw+n9tL8mWa0yeWfbswGIwWwe7du+u99iZ2y70MEWH48OEIDAzEwYMHAQDXr19HRkYGzM3N6/iu1kdISAhsbGzQpUuXJpW9bt06+Pr6oqSkBNbW1ggICICxsXGda81Nly5d6hiEvw5btmyBtbU1Tp48iczMTFhYWMDPz0/itlbN5RPbslqOeXkvDgaD8W6Tm/viaAGEh4ejVatWddZj29ra1rtg/mXCwsIQGxsLPz8/iEQiFBcX4/z587Czs4NAIMDEiRNRWlraYB41y90kudc0dE9QUBAEAgHs7OwQHh4OoNrtpsay087ODsuXLwdQvXxi165dSEpK4tZMhoSEYMSIEfDy8oKZmRnmz5/P5b97926Ym5vD0dERH330EWbOnCmmgcfj4fnz5yAiFBQUoGPHjlCRcc9RywqOffq8OBgMxruNt/eLowXwzz//wMHBod7rJSUl6NGjB3r37i1xyyVfX1/06NED+/fvR1xcHHg8HiZMmIBDhw7hxo0bqKiowLZt2yTmPW/ePIhEIujr62Ps2LHQ09Pjrn3++ecQCoWYO3euxOC6ZcsW8Hg83LhxA6GhoQgMDERJSQlcXFwQERGBvLw8qKioICoqCgAQEREh0QQgLi6O03ro0CGkpKQgPT0dX331Ff744w9ERUUhMTFRov6ZM2fi1q1b6NKlCwQCATZt2lSvAXljPrHS0rKCY0LCi4PBYLzbXLny4ngLePToEWJjY3HgwAHMmTMH9+/fbzD97du3YWxszC3ADwwMxOXLlyWmXbduHeLi4vDkyROcP38eV/6ts1WrViExMRExMTHIycnBmjVrxO6NjIzE+PHjAQCWlpYwNDTEnTt3OF/VqKgoeHt7o6CgAEVFRXj48CEsLCzE8vH09ES7du2grq4Oa2trPHr0CNHR0ejXrx86duyIVq1aYdSoURL1nz17FiKRCOnp6YiLi8PMmTORn58vlm7//v24ceMGIiIiEBERgb179zZYhw3RsoIjg8FgtFD4fD6uXbtW7/Uaj1MTExO4ubnh77//bnYNWlpacHNzQ2RkJIBqs/MaT9egoKAmmaj07NkTsbGxXEvRzs4Ou3btqrd1/Dq+qsHBwRgxYgR4PB5MTU1hbGwssZUpySf2VWHBkcFgMOSAh4cHSktLsXPnTu5cfHw8IiIi8OzZM65LMysrC1FRUbC2thbLo7avqoWFBZKSknDv3j0AwN69e8Xs016moqICf/75J7p37w6geicLoHqy0LFjxxr1Vb1z5w6Sk5NhYWEBVVVVGBgY4PDhw3BycoKLi0uTfVV79uyJS5cu4dmzZ6ioqOB2/niZbt264fz58wCql/Tcvn1bzHdWWp9YaWHBkcFgMOQAj8fD0aNHce7cOXTv3h18Ph+LFi1C586dcevWLfTo0QO2trZwd3fHwoULJQbHCRMmYOrUqRCJRCAiBAcHY9SoURAIBFBSUqp384WaMUehUAiBQIARI0YAqN7iSiAQQCAQICsrC1988YXYvdOnT0dVVRUEAgHGjBmDkJAQrhXo4uICPT09tG7dGi4uLkhNTZV6ghFQ3dL77LPP4OjoiL59+8LIyEiir+rixYtx5coVCAQCeHp6Ys2aNZzZvEgkAgCpfWKlpWV5q9b20GxBspsT5qkJ9j4Aex8AYO+Dt4QaX9WKigoMHz4cEydOxPDhwxUti7UcGQwGg6E4li1bBpFIBBsbGxgbGzdpo2ZZwkwAGAwGg6Ew1q9fr2gJEmEtRwaDwZATNRZxtra2sLe355ZU1L7W3PZxQPVkFV1dXSxcuLDO+ZZiH1dDTEwMVFRUJDrvFBUVwdvbG5aWluDz+XWeNSQkBLq6utxz/u9//2u0LNZyZDAYDDlR2yLu7NmzWLRoES5duiR2rT5e1T7u999/h7m5OQ4fPoxVq1bV2QO1JdjHAdUb3S9YsAADBgyoN82nn34Kd3d3lJWVwdPTE6dPn8agQYMAAGPGjMH3338vdXms5chgMBgKID8/X2yHkYZ4Hfu40NBQ/Oc//0G3bt1w9erVJul8E+zjAGDz5s0YOXJkHXef2mhoaMDd3R0AoKqqCnt7e6SmpjbpWWvDgiODwWDIieLiYm53jMmTJ2Px4sXcNVnZx5WUlODcuXMYOnQoPvzwQ4SGhta53hLs49LS0nD06FFMmzat4Qr+l9zcXJw8eRKenp7cuSNHjkAoFMLX1xcpKSmN5sGCI4PBYMiJmq7TxMREnDlzBgEBAZz/p6zs406dOgV3d3e0bt0aI0eOxLFjx1D5756oLcU+bs6cOVizZk29fqq1qaiowIcffojZs2dzRgFDhw5FUlIS4uPj0b9/fwQGBjaaDwuODAaDoQCcnJyQlZWFzMxMALKzjwsNDcW5c+dgZGQEBwcHZGdn48KFCwBajn1cbGwsxo4dCyMjI4SFhWH69OkSW9cAMGXKFJiZmWHOnDncOW1tba78yZMnN2jjVwMLjgwGg6EAEhMTUVlZCW1tbZnZx+Xn5yMiIgLJyclISkpCUlIStmzZwnWtthT7uIcPH3L6fX19sXXrVonrIb/44gvk5eVh48aNdc7XPCcAnDhxAlZWVo1qY7NVGQwGQ07UjDkC1QFpz549UFZWxq1bt/Dxxx9DSUkJVVVVjdrHtW7dGlevXuXs4yoqKtCzZ08x+7ijR4/Cw8OjTqtt2LBhmD9/PkpLS+Hn54fMzEwQEUQiEbZv3y5W5vTp0zFt2jQIBAKoqKiI2cedP3++WezjOnbsCEtLS4n2cQ1RswQlNTUVK1asgKWlJezt7QFUb3U1efJkfPfddzhx4gRUVFTQsWNHhISENJovs49rYTDbMLD3Adj7AAB7H7wlvKn2cS2i5VhZWYkzZ85gD4AsAIYAPrpyBU5OTnXW67zNlJWV4ejRowgNDUVpaSm0tbUxfPhwCIVCRUuTG0VFRTh48CCOACgFIAQw/d49mJqaKliZ/MjLy8OePXuwd+9eVFVVQV9fH5MnT+bGq94Fnj59il27duHSv397ApiUlcUZUTNaFsuWLcO5c+dQUlKCAQMGvDH2caA3nNu3b1O3bt2oTZs2BIAAEA8gTU1N6tmzJ2VlZSlaosyJjo4mbW3tunXA45GGhgZ5eXlRYWGh3LQYGhqSjY0N2drakoODg9zKPXPmDLVp04a0tLS4OmgFkLq6OgUEBFB5ebnctCiKH3/8kVq3bk0aGhpcHSgrK5O6ujotWLCAqqqqFC1R5qxZs4bU1dVJXV2dq4PW/74PNm3apGh5jLeINzo4PnnyhLS1tYnH43EfhNpHq1atiM/nU2lpqaKlyozbt2/XCYovH+rq6uTp6Sm3L0ZDQ0PKzMyUS1k1XLlypU5AePnQ0NCggIAAuWqSN0ePHm2wDjQ1NWnJkiWKlilTNm/e3Oj7YPfu3YqWyXhLeKOD4/z580lVVbXeD0PNl8KBAwcULVVmjBo1ipSUlBqtg8uXL8tFjyKCo6OjY4PPX/Mj4d69e3LVJS+qqqqoa9euUtVBTk6OouXKhKKiojq9BvUd7du3p7KyMkXLbZCjR48SALp161ad80pKSmRra0u2trY0dOhQifcGBwdTWlpak8ssLy8nHR0dWrBggcTrs2bNIk1NzSbn2xAxMTE0a9asZsnrm2++ISsrKxIIBOTh4UFJSUliaQoLC2nw4MFkYWFB1tbWdZ41ODiYdHR0uPrdtWtXo2W+scGxsrKS2rZt2+iHAQDZ29srWq5MyM3NrdN9VN/B4/Fo+PDhctFkZGREdnZ2ZG9vTzt27JB5effu3aPWrVs3WgetWrWiuXPnylyPIrh8+bJUgUFDQ4O+++47RcuVCQcOHJCqDtq0aUNHjx5VtNwGGT16NDk7O4u19KUJTv369aOYmJgml/nrr79Snz59yMTERKyXKSYmhsaPH9/swbE5uXDhAjd8tHXrVho9erRYmsLCQrpw4QIREZWWlpKzszP9+uuvRFQdHGfMmNGkMt/YCTn5+fkoKSmRKu3NmzfrzN57W8jIyODcMxqCiHDz6NG6s/eag8JCQEOjzqnIyEh07doVT58+Rf/+/WFpafliXVNpKbBwIfDSGqPX4S4AVQDFjaQrLy/HsWPHmjwNvCXw119/1euZWZuioiLs2bMHOTk5clAlX8LDw1FQUNBouuLiYty5c0cOil6NgoICREZGIjw8HEOHDm3S91Ztb9WapRxXrlzBp59+yi3l2LZtW51lGzXUeKtu27YNV69eRZ8+fQBUT3acN28eDhw4gKNHj0osNycnBxMnTsSDBw+goaGBnTt3QigUQiAQICIiAu3atYOOjg6+/fZbBAQEICAgAP7+/mjVqhXWr1+PU6dOYdmyZUhOTsaDBw+QnJyMOXPmYPbs2QCAr776Cvv27YOuri4MDAzg4OCATz/9tI6GGs9UAOjduzf27dsnpvOd8VZVVVXlLI4aQ1lZWcZqFIOysjKqqqqkSiv+cZANNbMi9fT0MHz48CY5arwKqqhuEkiDisob+1vvtVBWVpZ6VvbbWgcqKipS1YGysrLE4PCmcPz4cXh5ecHc3Bza2tp1nFoU4a36/fffw8fHB++99169mpcuXQo7OzvEx8dj5cqVCAgIAAD07dsXUVFRuHnzJkxMTBAREQEAdYJvbRITE3H27FlER0fjyy+/RHl5OWJiYnDkyBFcv34dp0+fRmxsbKN1uHv3bm6njfp4q71VNTQ0wOfzG03H4/FgZmYmB0Xyp2PHjlBVVW00nTqAEbKXg8LCQs6do7CwEL/99ptER43mpBcAaUymVFVVJS6afhswMjKS6oeiqqoq57P5ttG9e3epAr+SkhL69+8vB0WvRmhoKMaOHQsAGDt2bJ1AJW9v1fT0dBw+fBizZs1qsJzIyEj4+/sDADw8PJCdnY38/HzOW/Xy5cuYNm0abty4gbS0NHTo0AGamppi+Xh7e0NNTQ06OjrQ09NDRkYGoqKiMGzYMKirq6NNmzYYOnRog1r27duH2NhYzJs3r940zeWt+kb/zFy0aBEmT56MwsLCetOoq6tjz549sLW1laMy+aGpqYlly5ahuLj+jkVe69aY+uAB0LmzTLVkZGRwi3MrKiowbtw4eHl5vUigpgZ8+2310UxoAgiYNg3BwcENdi2qqanhwIED0HipG/ht4datWzh37lyDfpS6uroICQmRypy5JRIVFYWEhIR6hxqUlJRgY2Pzxv5IysnJwYULF3Djxg3weDxUVlaCx+Nh3bp14PF4Er1Vu3fv/trlhoaGIjIyEkZGRgDAeauWlZXhXq11wkVFRTA1NeXs6BrD1dUVW7ZsQXJyMlasWIGjR48iLCysXoec1/FWBYBz585hxYoVuHTpUoO9A/V5q9YwefLkOltm1cvrDJLKmqqqKho9enS907c1NDTo66+/VrRMmVJWVkYuLi71Tkpp3bo17dmzR9EyZUp+fj5ZWVmRmppave+Ds2fPKlqmTHn8+DG99957pKKiIrEOtLS06Nq1a4qWKVMSExOpffv2EmdvKykpUceOHenBgweKllkvO3bsoClTptQ55+rqSpcuXaKcnBwqKSkhIqLMzEwyNTWlmzdviuUxZMgQbtJJcXExGRgY0N27d4mIKDAwkDZu3FgnfV5eHunq6nJ5ExH98MMPFBQUJJZ3fRNyZs2aRcuXLyciovDwcBKJRNw1MzMzbr3z6tWrSV9fn44dO8al9fb2JiKipUuX0rp167j7+Hw+PXz4kKKjo8nOzo6Ki4vp+fPnZGZmViddDX/99ReZmJjQnTt3JGqs4fPPP6cRI0ZQZWVlnfPp6enc659//pl69erVYD5Eb/Bs1RoqKytpzZo1pKOjQ20AageQJkBGRkZv9RKO2pSWltLChQupbdu21PbfOtAAyMbGhk6fPq1oeXIhPz+fpk2bRhoaGqSmpkZqamqkoqJCvXr1oitXrihanlx48uQJjRs3jtTV1evUwfvvv0///POPouXJhfv379OQIUNITU2N2v37WVAHaPjw4fTo0SNFy2sQNzc3sc/rpk2baOrUqRQVFUU2NjYkFArJxsaG/ve//0nMIywsjMzNzcnW1paKioro3LlzJBKJyMbGhoKCguoEQSKikJAQGjNmTJ1z2dnZpKOjI5a2vuCYnZ1Nw4YNI4FAQL169aLr169z18aPH08ffvghERFFRUURj8fjjFmkCY4118zMzMjZ2ZlGjBhBO3fuFNPg6elJenp6Epe62NraEhFRSkoKASBLS0uxJRsLFy4ka2trEgqF5ObmJraMRhItxlu1srIS0SoqyAXQGYCoquqdsY6robS0FH+qq6MQ1RZ61i3jX9esFBYWYsaMGaioqIC2tjY2bdqkaEly59mzZ5gzZw6qqqqgq6uLDRs2KFqS3MnIyED8v8MIIgC67+Bn4W2hxlu1qKgIrq6u2LlzJ2ccrkje6DHH2igrK8Op9ol3LDAC1X320m8G83aiqakJY2NjRctQKB06dOAmGryrdOrUCW/utBtGU5gyZQoSEhJQUlKCwMDANyIwAi0oODIYDAbj7ePAgQOKliCRt3NaG4PBYDAYrwELjgwGgyFHjh07Bh6Ph8TERLFr+fn50NfXx8yZMyXeu3HjRhQVFTWpPDc3N1hYWEAkEsHKygo7d+4US+Pj49Psa5ZPnDiB1atXN2ue33zzDXg8HrKysiReV1ZWhkgkgkgkgo+Pz2uVxYIjg8FgyJHQ0FA4OzvXMQCoYfHixS/sGCXwKsERAOeqExUVhQULFqCsrIy79vPPP0NLS6vJeTaGj48PFi5c2Gz5paSk4LfffkO3bt3qTdO6dWvExcUhLi4OJ06ceK3yWHBkMBgMOVHjrbp7924cPHiwzrVr164hIyMDAwYMkHjvd999h/T0dLi7u3MeoqGhoRAIBLCxscGCBQukKl9TU5Oz3CwoKMCGDRvwxRdf1HtPUlISPDw8IBQK4enpieTkZFRWVsLY2BhEhNzcXCgrK3PuPK6urrh79y5CQkK4FvCECRMwe/Zs9OnTByYmJggLCwMAVFVVYfr06bC0tET//v0xePBg7trLzJ07F2vXrpXbKgUWHBkMBkNO1OetWlVVhU8++QTr16+v997Zs2ejS5cuCA8PR3h4ONLT07FgwQJcuHABcXFxiImJkejJCgB+fn4QCoWwsLDA4sWLueC4ePFifPLJJw06S82aNQuBgYGIj4+Hn58fZs+eDWVlZVhYWCAhIQGRkZGwt7dHREQESktLkZKSItHS8/Hjx4iMjMSpU6e4FuXPP/+MpKQkJCQkYO/evbh69Wq99da1a9dGndAa86dtCiw4MhgMhpyoz1t169atGDx4MPT19aXOKyYmBm5ubtDV1YWKigr8/PwkeqsC1d2q8fHxSE5Oxvr16/Ho0SPExcXh/v37nCVkfVy9ehXjxo0DAPj7+yMyMhIA6nirLlq0CJGRkYiJiUHPnj0l5vPBBx9ASUkJ1tbWyMjIAFDt2zpq1CgoKSmhc+fOdXbfqKGoqAgrV67E8uXLG62TpvrTNgRbysFgMBhyoCFv1atXryIiIgJbt25FvUZMYgAAIABJREFUQUEBysrKoKWl1ewTWnR1dWFvb48///wT2dnZiI2NhZGRESoqKvD06VO4ubnh4sWLUuXl6uqKbdu2IT09HcuXL8e6detw8eJFqbxVm+I9c//+fTx8+JBrNaampsLe3h7R0dHo/JKfdHP607KWI4PBYMiBsLAw+Pv749GjR0hKSkJKSgqMjY0RERGB/fv3Izk5GUlJSVi/fj0CAgIkBsY2bdpwO+M4Ojri0qVLyMrKQmVlJUJDQ9GvX78GNRQVFXEBY9q0aUhPT0dSUhIiIyNhbm4uMTD26dOHGx/dv38/F/wcHR1x5coVKCkpQV1dHSKRCDt27GhwQtHL9O3bF0eOHEFVVRUyMjIkli8QCPD06VMkJSUhKSkJ+vr6+Ouvv8QC47Nnz7jNCbKyshAVFfVaJvQsODIYDIYcCA0NFevCHDlypMRZq/UxZcoUeHl5wd3dHe+99x5Wr14Nd3d32NrawsHBAcOGDZN4n5+fH0QiERwcHDBhwgQ4ODhIXebmzZsRHBwMoVCIvXv3cpaNampqMDAwQO/evQFUd7M+f/4cAoFA6rxHjhwJfX19WFtbY/z48bC3t2/ShuWxsbGYPHkygOqda3r06AFbW1u4u7tj4cKFrxUcW4y3KoC6lnEtSHazwuqgzu7pS5cuVaASxcHqAOyz8JZQ462anZ0NR0dHREVFibUKFQEbc2QwGAyGwhgyZAhyc3NRVlaGxYsXvxGBEWDBkcFgMBgKRNoJQPKGjTkyGAyGnKixN7O1tYW9vT2uXLlS57q87eO8vLxga2sLPp+PqVOnorKysukPVQ/NaR83b948WFpaQigUYvjw4cjNzZWYzsjICAKBACKRCD169HitMllwZDAYDDlRY292/fp1rFq1CosWLapzXd72cT/99BOuX7+Of/75B5mZmTh8+HCT866P5rSP69+/P/755x/Ex8fD3Nwcq1atqjdteHg44uLiEBsb+1pltqzgGBb24mAwGO8227a9OFog+fn56NChA/e3Iuzj2rZtCwCoqKhAWVmZRGu2N8E+bsCAAVBRqR4F7N27N1JTUxt91telZQXHkSNfHAwG491m6tQXRwuhuLgYIpEIlpaWmDx5MhYvXgxAcfZxADBw4EDo6emhTZs28PX1Fbv3TbCPq80PP/yAQYMGSbzG4/EwYMAAODg4SNx9pCm0rODIYDAYLZiabtXExEScOXMGAQEBICKF2MfVcPbsWTx+/BilpaW4cOGC2L2Kto+rzYoVK7hnlURkZCT++usvnD59Glu2bKm3PqSBBceWxpw5Lw4Gg9FicXJyQlZWFjIzM3H16lV8//33MDIywqeffooff/yxWbd7qqG2fVxt1NXVMWzYMBw/flzqvFxdXREREYHo6GgMHjwYubm5MrGPqyEkJASnTp3C/v37692Zo8Y+Tk9PD8OHD0d0dHSTy6mBBceWxurVLw4Gg9FiSUxMRGVlJbS1tRViH1dQUIDHjx8DqB5z/OWXX2BpaSl2j6Lt4wDgzJkzWLt2LU6cOFHvDiKFhYVc3RQWFuK33357rQ2cW9w6x3HjxuHAgQNi5yMjIxEcHIzdu3crQJUcqfXri8FgtCxqxhyB6tbTnj176oz/NUaNfVzN2GONfRwRwdvbu0H7uNatW6O0tJSzj8vIyICPjw9KS0tRVVUFd3d3TJUwfrt582YEBQVh3bp10NXVRXBwMADJ9nE1E4SkZeTIkTh//jysra1hYGBQr33czJkzUVpaiv79+wOonpSzfft2pKenY/Lkyfj111+RkZHB2fNVVFRg3Lhx8PLyklrLy7Qs+zgAXbp0wZUrV8Sa1c+ePcPAgQO5vmzG2wuzTmN1wHh7YPZxzUR2djaGDh0qsc+5U6dOClDEYDAYjFeF2cc1E506dcKNGzcULUPhZGRkIDU1FSoqKjA2NubWKzEYbyt5eXlYtWoVjh07hqdPn4LH40FPTw/Dhg3DwoUL0b59e0VLZLwCzD6umajdnfQucv36dfTr1w9OTk7o3bs3pkyZAjs7O0yYMAF5eXmKlsdgyIzRo0ejQ4cOuHjxInJycpCdnY3w8HB06NABo0ePVrQ8xltGiwuOz58/R2ZmJgDgzp07cHZ2RocOHeDo6Ij4+HgFq5M9kydPxq5du/DgwQNcvXoV1tbWuH//Pvr168fta8ZgvI0kJSVhwYIFdbrdOnfujAULFtRZt/cmU5+36qNHj2Bvbw+RSAQ+n4/t27dLvL85vVWLiorg7e0NS0tL8Pn8Zl86Ehsbi9mzZzdLXqWlpRgzZgxMTU3Rq1cvJCUlSUzXnN6qoBaGubk593rAgAF0/PhxIiKKiIggJycnRcmSG7a2tnX+trOz415bWlrKW45CWLZsGXe8q7yLddC/f39as2YNPXnyhDv35MkTWr16NXl6eipQmfRoampyr8+cOUOurq5ERFRaWkolJSVERPT8+XMyNDSktLQ0sfsNDQ0pMzOzSWX269ePYmJiiIgoOzub2rdvT6WlpVRYWEgXLlzgynd2dqZff/31lZ5L1mzZsoU+/vhjIiIKDQ2l0aNHS0z3KvVTHy2u5cjj8VBVVQUAyMnJgY+PDwDA2dkZhYWFipQmF0xMTPDll18iMjISc+bM4X4dVVRUQEmpxf07GQypOXToELKzs9GvXz907NgRHTt2hJubG3JycprVMFte1PZWVVVV5RbJ1yyteJnm9lbV0NDg8lFVVYW9vb1Ez9KcnBx88MEHEAqF6N27N9dDJxAIkJubCyKCtrY2fvzxRwBAQEAAfv/9d1y8eBFDhgwBACxbtgwTJ06Em5sbTExM8N1333H5f/XVV7CwsICzszM+/PBDiRZ6x48fR2BgIADA19cX58+ffyUjgabQ4r5NR4wYgaCgINy9exc+Pj7YsGEDUlNTERISAiMjI0XLkznBwcEoKirCmjVr0K5dO2zatAlAdRfJDz/8oGB1DIbs6NChA9asWYPExETk5OQgJycHt27dwpo1a+r1FH3TqM9bFQBSUlIgFAphYGCABQsWoEuXLnXulZW3KgDk5ubi5MmT8PT0FLt36dKlsLOzQ3x8PFauXImAgAAA1Qv4o6KicPPmTZiYmCAiIgJAtd1cnz59xPJJTEzE2bNnER0djS+//BLl5eWIiYnBkSNHcP36dZw+fbrenTTS0tJgYGAAAFBRUUG7du2QnZ0tlq45vVVb3GzVlStXIiQkBP7+/rh//z7Kysqwe/dujBw5Evv371e0PJnTrl07rFmzRux827Zt0atXLwUoYjAUz9KlSxEUFKRoGY1S460KVAeRgIAA/PPPP+DxeDAwMEB8fDzS09PxwQcfwNfXt8HlabW9VQFw3qoffPCBWNr9+/ejR48eyMzMRJ8+feDl5QVDQ0MA1b1OH374IWbPng0TExOxeyMjI3HkyBEAgIeHB7Kzs5Gfn895qxoaGmLatGnYuXMn0tLS0KFDB2hqaorl4+3tDTU1NaipqUFPTw8ZGRmIiorCsGHDoK6uDnV1dQwdOrTplfqS1q5du+Lp06fo378/LC0tm+TYU5sWFxyB6u1PJkyYoGgZDAZDjgiFQonniahFmn/U9lbV09Pjznfp0gU2NjaIiIiQuEvG61DbW7UmOE6ZMgVmZmaY00S/ZldXV2zZsgXJyclYsWIFjh49irCwMKm8VZWVlVFRUSF1WV27dkVKSgr09fVRUVGBvLw8aGtrS0wH1PVWfdXg2OK6Vd95iopeHAzGO0RGRgZ+/PFHnDx5UuyQ9EX5plPbWzU1NRXFxcUAqt2+IiMjYWFhIXZPc3qrAsAXX3yBvLw8bNy4sd57XFxcuF65ixcvQkdHB23btoWBgQGysrJw9+5dmJiYwNnZGevXr2+yt+rJkydRUlKCgoICnDp1SmI6Hx8f7NmzBwAQFhYGDw8PMSOYd95b9Z2ndndFy3L+YzBeiyFDhqCgoIDzJq2Nm5ub/AW9AvV5q966dQuffPIJeDweiAiffvqpRI/S5vRWTU1NxYoVK2BpaQl7e3sA1R6mLy8Jq5lMIxQKoaGhwQUpAOjVqxcqKysBVAfRRYsWwdnZWer66NmzJ3x8fCAUCtGpUycIBAKJ3qqTJk2Cv78/TE1N0bFjR84InXmrMl5Q+9fSO/qvY76irA4Ybw813qpFRUVwdXXFzp07uWCtSFpWy7Gg4MVrLS3F6WAwGIqntPTFa7ZbTYtlypQpSEhIQElJCQIDA9+IwAi0tODI57943UIcMRgMhoyoNYkFzDqxxSJpC8I3gZY1ISc5+cXBYDDebfLzXxwthPrs4+Li4uDk5AQ+nw+hUIhDhw5JvD8kJATp6elNKnPChAkwNjbm1lfW7pL//vvvYWpqCh6Ph6ysrFd/MAmkp6c3+2zbGqTVXVPfIpGIM4yRlpbVcmQwGIwWTO11jmfPnsWiRYtw6dIlaGho4Mcff4SZmRnS09Ph4OCAgQMHiu00EhISAhsbGzGDgMZYt24dfH19UVJSAmtrawQEBMDY2Bh9+/bFkCFDZDKhqUuXLggLC2v2fAFIrbt2fTeVltVyZDAYjLeE2vZx5ubmMDMzA1AdVPT09LgNFmoICwtDbGws/Pz8IBKJUFxcjPPnz8POzg4CgQATJ05Eae1xWAmUlJQAALdI387OrlFnsZKSEgQFBUEgEMDOzg7h4eEAqhf111jJ2dnZYfny5QCAJUuWYNeuXUhKSuKWUoSEhGDEiBHw8vKCmZkZ5s+fz+W/e/dumJubw9HRER999BFmzpzZaN1Jo/t1YcGRwWAw5ERD9nE1REdHo6ysjFuLWIOvry969OiB/fv3Iy4uDjweDxMmTMChQ4dw48YNVFRUYNu2bRLLnTdvHkQiEfT19TF27Ng6pgONsWXLFvB4PNy4cQOhoaEIDAxESUkJXFxcEBERgby8PKioqCAqKgoAEBERIXGtY1xcHKf10KFDSElJQXp6Or766iv88ccfiIqKQmJiotS6pKGkpAQ9evRA7969m2wxyIIjg8FgyImabr7ExEScOXMGAQEBdQy0Hz9+DH9/fwQHBze6kcDt27dhbGwMc3NzAEBgYCAuX74sMe26desQFxeHJ0+e4Pz589xYpzRERkZi/PjxAABLS0sYGhrizp07nH1cVFQUvL29UVBQgKKiIjx8+FCigYGnpyfatWsHdXV1WFtb49GjR4iOjuaM5Fu1aoVRo0ZJrUsaHj16hNjYWBw4cABz5szB/fv3pb6XBUcGg8FQALXt44DqblZvb2+sWLECvXv3lkmZWlpacHNzQ2Rk5Gvn1bNnT8TGxnItRTs7O+zatQsODg4S07+OfdzAgQMhEomavGdtjZ2ciYkJ3Nzc8Pfff0t9LwuODAaDoQBq28eVlZVh+PDhCAgIaHCGZ237OAsLCyQlJeHevXsAgL179zZqH1dRUYE///xTrMu2IWrbx925cwfJycmwsLCAqqoqDAwMcPjwYTg5OcHFxaXJ9nE9e/bEpUuX8OzZM1RUVHAG5y9z9uxZxMXF4X//+5/UeT979owbg83KykJUVBSsra2lvp8FRwaDwZATNWOOIpEIY8aM4ezjfvrpJ1y+fBkhISHcdUmzLCdMmICpU6dCJBKBiBAcHIxRo0ZBIBBASUkJU6dOlVhuzZijUCiEQCDAiBEjAFTvEamvr4/U1FQIhUKJLbPp06ejqqoKAoEAY8aMQUhICNcKdHFxgZ6eHlq3bg0XFxekpqbWazwuia5du+Kzzz6Do6Mj+vbtCyMjI4n2cS9Tn+7Y2Fju9a1bt9CjRw/Y2trC3d0dCxcubFJwbFn2ccw6jdUBmHUawOoAAPssvCXU2MdVVFRg+PDhmDhxIueRqkhYy5HBYDAYCmPZsmUQiUSwsbGBsbGxxP0oFQEzAWAwGAyGwli/fr2iJUiEtRwZDAaDwXgJFhwZDAZDTtTnrQoAXl5eaN++PYYMGVLv/a/irQpUt84sLS0hEonQs2dP/PjjjwBarrfqpEmTYGtrC6FQCF9fXxTU3rGpFqtWrYKpqSksLCxw9uzZJpXBgiODwWDIiRoTgOvXr2PVqlVYtGgRd23evHnYu3dvg/e/SnDcvn07fv/9d0RHRyMuLg7nz5/njAf69u2Lc+fOwdDQsOkP0wiy9Fb99ttvcf36dcTHx6Nbt274/vvvxdIkJCTg4MGDuHnzJs6cOYPp06dzGzNLAwuODAaDoQBqe6sC1Q4ybdq0qTf9q3qrrly5Etu2bUPbtm0BAG3btkVgYCCAluutWvMsRITi4mLwas9c/pfjx49j7NixUFNTg7GxMUxNTREdHd1o3jWw4MhgMBhyQhpv1fp4FW/V/Px8PH/+HCYmJq+s+U31Vg0KCkLnzp2RmJiIWbNmiV1PS0uDgYEB97e+vj7S0tKkzr9FBMeCggLs2LEDPQGYAXADcPjwYZSXlytWmBzJycnB+vXrYQfAHIAXgNOnT6OqqkrByuTH48ePsXTpUmzduhWbN2/GwYMHcfnyZbSkpbqvy4MHDzB37lxs2bIFmzdvxs8//4y//vpL0bLkys2bN/HRRx/BCoAVgGlAsxtWy4rGvFWbQlO8VV+HN9VbNTg4GOnp6bCysqp3/8vX4Y0PjtHR0TAwMMAnn3yCWAD3AFxC9YCsmZkZHj16JLOyU1JS4O7uDmtra/D5fGzatAlAdaDq378/zMzM0L9/fzx79kxmGgDgzJkz6NatG5YuXYo4AHcBnAUwevRo2NnZITs7W6bl13D79m3OvUMkEqFt27bYuHGjXMres2cPunfvjrVr1+Lp06fIzs5GYmIiBg8ejPfffx9FRUVy0QFUj3fw+XzY2Njgww8/5LYBkjWrVq0Cn8/Hli1bkJmZiezsbNy4cQMuLi4YN25ck7wqX5dNmzbBxsYGfD5fbu8BIsLMmTPRs2dPBAcHIxFAIoD/AbC3t8e8efNa1A+ll71VZUHbtm2hpaWFBw8eNHveb4K3qrKyMsaOHSvRdq5r165ISUnh/k5NTeW8VqWC3mAePnxIbdq0IQASDyUlJdLX16eCggKZlJ+enk7Xrl0jIqL8/HwyMzOjmzdv0rx582jVqlVERLRq1SqaP3++TMonIrp27RppaGjUWwetWrUiW1tbqqyslJkGSVRUVFCnTp0oKSlJ5mWdPn2aWrduXW8dqKurk5eXl8x1EBGlpqaSkZERFRUVERHRqFGjKDg4WObl7ty5s8H3gYaGBn388ccy10FEdOPGDeLz+VRYWEjl5eXk6elJd+/elXm5X3zxRaN1sHLlSpnreB00NTW517du3SJtbW2qqKjgzoWHh5O3t3e99w8ZMoQuXLhARETFxcVkYGDA1X1gYCBt3LhR7J4tW7aQl5cX5eXlERHR8+fPac+ePXXSGBoaUmZmpsQyv/nmG5o4cSIREd2+fZu6detGJSUlRETUr18/6t69OxUVFdHBgwdJX1+f0/Dw4UPi8/lERBQcHEwzZszg8vT29qbw8HBKTU0lQ0NDysnJofLycnJ1da2TThJVVVXcM1dVVdEnn3xCn3zyiVi6f/75h4RCIZWUlNCDBw/I2Ni4Tl03xhsdHKdOnUoqKir1fhgAkKamJu3cuVMuenx8fOi3334jc3NzSk9PJ6LqAGpubi6zMgcNGtTg8wMgLS0tOn36tMw0SOLs2bPUp08fuZTF5/MbrQMNDQ2Kj4+XuZbU1FTS19en7OxsKi8vJ29vbzp79qxMy6yoqCAdHZ1G60BdXZ0eP34sUy1ERD/99BP3ZUlEtHz5clqzZo1My8zPz2/wB1Ltz0LND5c3ESUlJbK1tSVbW1sSCoV06tQp7pqzszPp6OiQuro6de3alc6cOSN2f1hYGJmbm5OtrS0VFRXRuXPnSCQSkY2NDQUFBXFBqzZVVVW0Zs0aMjc3Jz6fTyKRiPbu3UtERJs2baKuXbuSsrIyvffeezRp0iSx+4uLi2nChAlkY2NDIpGIC85E1T9YnJyciIgoLS2NAHANCmmCIxHRjh07yNTUlBwdHSkgIIA+++yzBuuwsrKS+vTpQzY2NsTn82ncuHFc4D9+/DgtXryYS/v111+TiYkJmZub06+//tpgvi/zxgbHioqKBn8l1j6sra1lrufhw4dkYGBAeXl51K5dO+58VVVVnb+bk6ysLFJTU5OqDuTVcqohKCiINm/eLPNybt68KdX7QFlZmaZOnSpzPUREGzduJE1NTdLR0aFx48bJvLzffvutwR6U2sFx7dq1MteTkJBAZmZmlJWVRYWFhdS7d2+aOXOmTMv84YcfSFNTU6rgGBoaKlMtjObl+fPnRERUXl5OQ4YMoZ9//lnBiqp5Y8cc8/Pzpe6TTk1IqDYhft2jnrGjgoICjBw5Ehs3buSmENfA4/EkTiPG77+/tp50HR2oSZiaLYn7Z840Tx3UPuoZxysrK8OJEyfEB89LS4G5c5tVwyM+H62kGE+srKzEne3bm78OXloX9ezZMxw/fhwPHz5Eeno6CgsLsW/fvhcJcnOB/v2btw4GDEDlv9sUNURJSQnuzJ/fvM9vYQHk59cpx8rKCgsWLMCAAQPg5eUFkUgEZWXlunXg5NSsOpImTkRhYaFUdSDLeQiM5od5qzaR1q1bS71gs7UMdZSXl2PkyJHw8/Pjtnnp1KkTHj9+jPfeew+PHz+Gnp6eTMrWBCDtkLWmTBRI5vTp07C3t0enTp1kXpYmqpsE0lD/CrHm49y5czA2Noauri4AYMSIEbhy5Qo3m08WaEK6mXM8AI1v9tM8TJo0CZMmTQIAfPbZZ9DX15dpeVoAWgFobH66iooKNDXl+WlgvC7MW7WJqKuro1evXo2mawVA+sm/TYOIMGnSJFhZWeG///0vd97Hxwd79uwBUD2LctiwYTIp3xiArhTpNADI7qtZnNDQUHz44YdyKasXpAuObQCMk7EWAOjWrRv++OMPFBUVgYhw/vx5WFlZybTM/mg8KADV74MRMlXygqdPnwIAkpOT8fPPP2PcONnW/hBI/0ve29tbllIY7wqK7tdtiF9++aXRcYbWrVvTnTt3ZFJ+REQEASCBQMANov/yyy+UlZVFHh4eZGpqSp6enpSdnS2T8omItm/f3uiYm6amJuXk5MhMQ20KCgqoY8eOlJubK5fyiIgWLlzY6GQMHR0dKisrk4ueJUuWkIWFBfH5fBo/frzESRDNzZgxYxocf1ZSUiILCwuqqqqSuRai6skjVlZWJBQK6dy5c3Ip08nJqcEJeq1atSJPT0+5aHlVHj9+TGPGjCETExOyt7enQYMG0e3bt4mIaODAgdSuXbsGZ6sGBwdTWlpak8oMDAwkIyMjEgqFZGZmRv7+/pSSksJd/+yzz0hfX7/OTNrmIiYmhmbNmtXs+RIRlZaW0kcffURmZmZkYWFBYWFhEtOtXLmSunfvTubm5hInOdXHGx0ciYj++9//1hsgNTQ05DKNXpFUVlbS6NGjJQZIHo9HGhoacp+pKm9KS0vJxcVFYh0oKSlRmzZtKDo6WtEyZUpeXh5ZWVmRurq6WB2oqKiQtrY23bt3T9EyZUpaWhp16dKFWrVqJVYHqqqqZGhoSBkZGYqWWS9VVVXUu3dv2rZtG3cuLi6OLl++TERE586doxMnTjQYHPv160cxMTFNKjcwMJAOHz7MadiwYQOZmZlRaWkpERFdvXqV0tPTZRIcZcmSJUvo888/J6Lq70lJS1Fu3rxZZzmHiYmJ1Ms53vjgSER06NAhsra2JhUVFVJTUyNlZWVycXGhixcvKlqaXKisrKTt27eToaEhaQDUFiA1gAYPHsxNm37bKSsrozVr1pCenh61atWKVFVVSUVFhUaPHs398n7bef78OX3++efUvn17UlVV5epg8uTJlJqaqmh5ciEzM5NmzpxJWlpaXB2oqqrSnDlz5NZ78qqcP3+eXFxcGkzT0DrHw4cPk6amZpOXctQOjjW4uLjQsWPH6pxrKDhmZ2fTsGHDSCAQUK9evej69etERGRjY0PPnj2jqqoq6tixI7d+0t/fn3777bc6z7N06VIKCgqifv36kbGxMW3atInLf/ny5WRubk59+/alsWPH0rp16xqsJyKSao37ypUr66x9HTBgAF25cqXRvIlaSHCsYe7cuTRt2jT69NNPFS1FIVRVVdF9gOIByn6ze8RlRmVlJc2aNYumTZtGCxcuVLQchVBWVkYzZ86k6dOnN7om7G2luLiYZsyYQTNmzKAvvvhC0XKkYtOmTTRnzpwG0zRmAlC75VhcXEz6+vrcj0N/f3/69ttvxe6RFBz/85//0OrVq+ucayg4zpw5k5YtW0ZE1UHe1taWiIg+/vhjOnXqFN24cYN69OhBkydPJiIiU1NTKigoEAuOTk5OVFJSQpmZmdSxY0cqKyuj6OhosrW1peLiYsrPzydTU9NGg+OzZ89IX1+f5s6dS3Z2duTr60tPnjwRSzdjxgxuTScR0cSJE8Xqoj7e2Ak5kmjXrh06deoELS0tRUtRCDweDyYABAA6KlqMglBSUoK2tjY6deoEdXV1RctRCK1atYKOjg709PSgqqqqaDkKQV1dHbq6utDV1YWKyhs76V6mvI63KjXRZi8yMhL+/v4AAA8PD2RnZyM/P5/zV718+TKmTZuGGzduIC0tDR06dJA4a9jb2xtqamrc+zcjIwNRUVEYNmwY1NXV0aZNGwwdOrRRPRUVFUhNTUWfPn3w119/wcnJCZ9++mmTnqkxWlRwZDAYjJYKn8/HtWvXFC0DAPD33383yyxrV1dXREREICIiAm5ubtDV1UVYWBhcXFwkpn9Vf9XKykrO03nJkiXQ1taGhoYGt7xu1KhREg34X8dflQVHBoPBkAMeHh4oLS3Fzp07uXPx8fGIiIiQOo82bdrg+b+GEBYWFkhKSsK9e/cAAHv37kW/fv0avJ+I8N133+Hx48fw8vKSulwXFxfs378fAHDx4kXo6Oigbdu2MDAwQFZWFu7evQsTExM4Oztia6bBAAAgAElEQVRj/fr1Eresqo++ffvi5MmTKCkpQUFBAU6dOiWWRllZGXFxcYiLi8Py5cvB4/EwdOhQXLx4EQBw/vx5WFtbi93n4+ODgwcPorS0FA8fPsTdu3fh6OgolS4WHBkMBkMO8Hg8HD16FOfOnUP37t3B5/OxaNEidO7cGUB1ABo1ahTOnz8PfX19nD17ViyPCRMmYOrUqRCJRCAiBAcHY9SoURAIBFBSUsLUqVMllj1v3jzY2trC3NwcMTExCA8P57rk58+fD319fRQVFUFfXx/Lli0Tu3/ZsmW4du0ahEIhFi5cyK3zBoBevXpxXbsuLi5IS0uDs7Oz1PXSs2dP+Pj4QCgUYtCgQRAIBGjXrnE7izVr1mDZsmUQCoXYu3cvvvnmGwDAiRMnsGTJEgDVrfXRo0fD2toaXl5e2LJlS103pwbgUVM7nxXIl19+yb1eunSpApUoEB7vxeuW869rVtj7gNUBwOrgbaKgoABaWlooKiqCq6srdu7cCXt7e4VqejdHshkMBoPxxjBlyhQkJCSgpKQEgYGBCg+MAAuODAaDwVAwBw4cULQEMdiYI4PBYMgJZWVliEQi8Pl82Nra4ptvvkFVVRUAIDs7G+7u7tDS0sLMmTPrzWPjxo0okmKnmtq4ubnBwsICQqEQlpaWmDlzJnJzcwEAKSkpcHd3h7W1Nfh8PjZt2vTqDyiBEydOYPXq1c2aZ20qKythZ2eHIUOGSLxeWlqKMWPGwNTUFL169UJSUpJU+bLgyGAwGHKidevWiIuLw82bN/H777/j9OnT3Nipuro6vvrqq0Z3qXiV4AgA+/fvR3x8POLj46GmpsZtmKCiooJvvvkGCQkJ+OOPP7BlyxYkJCQ0/eHqwcfHBwsXLmy2/F5m06ZNDS5L2b17Nzp06IB79+5h7ty5WLBggVT5suDIYDAYCkBPTw87d+7E999/DyKCpqYmnJ2dGzS3+O6775Ceng53d3e4u7sDqN4lRyAQwMbGRqovflVVVaxduxbJycm4fv063nvvPW6Mr02bNrCyskJaWprYfUlJSfDw8IBQKISnpyeSk5NRWVkJY2NjEBFyc3OhrKzMGRG4urri7t27CAkJ4VrCEyZMwOzZs9GnTx+YmJggLCwMAFBVVYXp06fD0tIS/fv3x+DBg7lrDZGamopffvkFkydPrjfN8ePHERgYCADw9fXF+fPnpTJBYMGRwWAwFISJiQkqKyu5LcAaY/bs2ejSpQvCw8MRHh6O9PR0LFiwABcuXEBcXBxiYmJw7NixRvNRVlaGra0tEhMT65xPSkrC33//LXG7wFmzZiEwMBDx8fHw8/PD7NmzoaysDAsLCyQkJCAyMhL29vaIiIhAaWkpUlJSYGZmJpbP48ePERkZiVOnTnEtyp9//hlJSUlISEjA3r17cfXqVanqY86cOVi7di2UlOoPZWlpaTAwMABQ3Upu164dsrOzG82bBUcGg8FoocTExHDONCoqKvDz83tlC7mCggKMHDkSGzduRNu2bcXSX716ldu309/fH5GRkQBQx0Ju0aJFiIyMRExMDHr27Cmx3A8++ABKSkqwtrZGRkYGgGp7ulGjRkFJSQmdO3fmWsUNcerUKejp6cHBwUGq520qLDgyGAyGgnjw4AGUlZWhp6cn13IrKytx48YNbqyuvLwcI0eOhJ+fH2fJJi01FnLR0dEYPHgwcnNzcfHiRaks5JqyzD4lJYWzkNu+fTuioqJw4sQJGBkZYezYsbhw4QLGjxff9r22hVxFRQXy8vKgra3daHksODIYDIYCyMzMxNSpUzFz5kzwapt7NEJtCzlHR0dcunQJWVlZqKysRGhoaKMWcuXl5Vi0aBEMDAwgFApBRJg0aRKsrKzw3//+t977+vTpg4MHDwKontxTE/wcHR1x5coVKCkpQV1dHSKRCDt27GiyhdyRI0dQVVWFjIwMzhauNgYGBpyF3NSpU7Fq1SqkpqYiKSkJBw8ehIeHB/bt2yd2n4+PD+foExYWBg8PD6nqm61zZDAYDDlRXFwMkUiE8vJyqKiowN/fv05AMjIyQn5+PsrKynDs2DH89ttvYp6hU6ZMgZeXFzf2uHr1ari7u4OI4O3tzc1CfRk/Pz+oqamhtLQU77//Po4fPw4AiIqKwt69eyEQCCASiQAAK1euxODBg+vcv3nzZgQFBWHdunXQ1dVFcHAwgOqWoIGBAXr37g2gupu1ZpKQtIwcOZLzRzUwMIC9vb1UFnL1sWTJEvTo0QM+Pj6YNGkS/P39YWpqio4dO3IBvjGYfVxLg9nHsfcBWB0ArA7eNmos5LKzs+Ho6IioqCjOd1YRsJZjSyM2VtEKGAwGo9kZMmQIcnNzUVZWhsWLFys0MAIsOLY8ZDQzi8FgMBSJpHFGRcIm5DAYDAaD8RIsODIYDIacaMhb9ffff4eDgwMEAgEcHBxw4cIFiXm8jrdqzVIIX19fAMCGDRtgbW3Nud48evTo9R7wJWqWdjQ3ycnJcHd3h52dHYRCIX799VeJ6c6cOQMLCwuYmpo22d+VdasyGAyGnKjxVgWAp0+fYty4ccjPz8eXX34JHR0dnDx5El26dME///yDgQMHSrRx27hxI8aPHw8NDY0mlb1//3706NGjzjk7OzvExsZCQ0MD27Ztw/z583Ho0KFXf8CXqC9ovS5ff/01Ro8ejWnTpiEhIQGDBw8WMxSvrKzEjBkz8Pvvv0NfX5/bVPnl2b/1wVqOLYyoqCiJ5588eYLU1FQ5q2EwGK/Ky96qdnZ26NKlC4DqHeyLi4tRWlpa557m8Fatjbu7Oxdke/fuXe93yIYNG2BjYwMbGxts3LgRALBu3Tp89913AIC5c+fCw8MDAHDhwgX4+fkBqF6akpWVhaSkJFhZWeGjjz4Cn8/HgAEDUFxcDKDa5UcoFEIkEmHevHmwsbFpVDePx0N+fj4AIC8vj6u32kRHR8PU1BQmJiZQVVXF2LFjueUr0sCCYwvD1dUVAQEBqKioqHP+yZMnCAgIUJAqBoPxKtTnrXrkyBHY29vXcZMBXs9b1c/Pj+tWnTdvntj13bt3Y9CgQWLnr127huDgYPz555/4448/sGvXLvz9999wcXFBREQEACA2NhYFBQUoLy9HRESERAOAu3fvYsaMGbh58ybat2+PI0eOAACCgoKwY8cOxMXFQVlZWap6W7ZsGfbt2wd9fX0MHjwYmzdvFktT21MVAPT19SW2xOuDBccWhkAggI6ODoYMGYKCggLuvEgk4nwKGQxGy+XmzZtYsGABduzY0Wjapnir7t+/n3OYWbduXZ1r+/btQ2xsrMSgGRkZieHDh0NTUxNaWloYMWIEIiIi4ODggGvXriE/Px9qampwcnJCbGwsIiIiJFrHGRsbcyYDDg4OSEpKQm5uLp4/fw4nJycA4LxbGyM0NBQTJkxAamoqfv31V/j7+3Njt80FC44tDB6Phw0bNmDQoEFwc3Pj+tkLCgoadKZnMBhvHi97q6ampmL48OH48ccf0b17d7loOHfuHFasWIETJ06ItVQbolWrVjA2NkZISAj69OkDFxcXhIeH4969exL3V6ydt7KysljvV0P8v707D4rqyv4A/m1oEBpQcGGcgIIiJgrdgFFwQaK4JNHIJoIlIxiXn5gZx+hM1HHXBKMRI9aoMY4OUoZSRo1KRWIwThxatNAoi6OGiAOiogZRJCxN03B+fzD9Qm/QKM2SOZ+qV0V1v/fu7Wvb59337j139erVQq8XaOzlRkREAABGjRoFhUKBJ0+eaBzTNKcq0Ni2Tk5ORpfJv6ZdjDon4JIlS7B27VqMGzcOISEheP3117FgwYIOrh1jzFjauVXLy8sxdepUbNmyBWPGjDF43MvmVm0qOzsbCxcuRGpqqsHk52PHjsXJkydRXV2NqqoqnDhxQugZjh07FvHx8QgICMDYsWOxd+9e+Pj4GJ0r1t7eHnZ2dsjKygIAg6nd4uLihF4vAPTv3x/nzp0DANy6dQsKhQJ9+vTROGbEiBG4ffs2CgsLoVQqceTIEQQFBRlVL4BHq3Y5mzdvFv4ODg7GhAkTkJWVBScnJ7z22msdWDPGWEuay626a9cuFBQUYNOmTdi0aRMAID09XSdovUxuVWtrawBA79698e233+KDDz5AZWUlZsyYAaAx6KSmpmocN2zYMMyZMwe+vr4AgPnz58PHxwdAY3CMi4vDqFGjYGNjAysrK4OrcRhy4MABLFiwAGZmZnjjjTeMyqm6fft2LFiwADt27IBIJMLBgwchEolQUlKC+fPnIy0tDWKxGLt27cKbb76J+vp6zJ07Fx4eHkbXi3OrdjEnT55ESEiIzuv5+fm4fv26MH/p14y/B9wGALfBr4U6pyoAbNmyBQ8fPsTOnTs7uFZ8W7XLWbx4sd7XzczMsGHDhvatDGOMvaTTp0/D29sbnp6ekMvlWLNmTUdXCQDfVu1ynjx5oneVbJFIhFu3bnVAjRhj7MVFRkYiMjKyo6uhg4NjF2Nvb4/4+PhWLY7KGOsczM3NNdY5nDlzJlauXImoqCh8//33sLCwgK+vLz7//HNYWFhoHJuTk4OSkhKddRabc/78eQQHB2PAgAHCa/Hx8fD390dAQABqa2uhUqkQHh6ucZv6Ze3duxcSicQkc6+Li4sxf/583Lt3DyKRCGlpaXB1ddXYp7a2FtHR0bh69Sp69eqFlJQUnX1awsGxi/H29sbrvDIHY11S0/RxTUVFRQmr2M+aNQv79+/HokWLNPbJycnB999/36rgCDQOmvnqq680XiMi/POf/4StrS3q6urg7++Pt99+W1iw+GXFxsa2yXn0iY6OxurVqzFp0iSDU9gOHDgABwcHFBQU4MiRI1ixYkWr0+LxM8cu5uuvv+7oKjDG2tiUKVMgEokgEong6+urk8ZNqVRi3bp1SElJgbe3N1JSUvD06VOEhIRAJpNh5MiRyMvLM7o8kUgkDIKpq6tDXV2d3rtROTk5GDlyJGQyGUJDQ/Hs2TP89NNPwgV6bm4uRCIRiouLAQBubm6orq7Ghg0bEB8fD6Ax6fmKFSvg6+uLwYMHC1l1qqurERERgaFDhyI0NBR+fn74voX1am/evAmVSoVJkyYBAGxtbfXmmD116hRiYmIAAOHh4Th37hxaO/aUgyNjjLUT9VQO9abdm6mrq8OhQ4fw1ltvabxuaWmJTZs2ITIyEjk5OYiMjMT69evh4+ODvLw8bN682eAtTLlcrlHmnTt3ADQm5vb29oajoyMmTZoEPz8/nWOjo6OxdetW5OXlQSqVYuPGjXB0dIRCoUBFRQXkcjmGDx8OuVyOu3fvwtHRUW+wUqlUuHz5MhISEoTbt3v27IGDgwNu3ryJDz/8EFevXm2x/X788UfY29sjLCwMPj4++OCDD1BfX6+zX9PUcWKxGD169EBZWVmL52+Kb6syxlg7MXRbVe29994TJtS35MKFC0J+0sDAQJSVlaGiogLdu3fX2E/fbVWg8flnTk4OysvLERoain//+98aSb+fP3+O8vJyIalATEyMMB9y9OjRyMzMREZGBlatWoUzZ86AiAzWOywsDMAvaePU9V+yZAkAwNPTEzKZrMXPrFKpIJfLkZ2djf79+yMyMhIHDx7EvHnzWjy2tbjn2NU0NPyyMcZ+NTZu3IjS0lJ8+umn7Vquvb09xo8fjzNnzhh9TEBAgNBbDA4ORm5uLi5cuGAwOKpTx7U2bVxWVpbQ401NTYWzszO8vb0xcOBAiMVihISE4Nq1azrHNU0dp1Kp8Pz5c/Tq1cvocgEOjl2PhcUvG2PsV2H//v345ptvcPjwYYM5kpumjQMae4TJyckAGkel9u7dW6fXaEhpaamwCHFNTQ3Onj2rk2GrR48ecHBwEJ4RHjp0SOhFjh07Fl988QXc3d1hZmaGnj17Ii0tDf7+/kZ/5jFjxuAf//gHgMZnidevX9fZx8/PT0gbFxQUhBEjRqC8vBylpaUAGpfH0rc+Y1BQEJKSkgAAx44dQ2BgYKtH+PNt1a6Ge4yMdVnqZ45qb731FrZs2YLY2Fi4uLgIq1OEhYVh3bp1GseOHz8eW7Zsgbe3N/7yl79gw4YNmDt3LmQyGSQSiRAMtKmfOaqtWbMGgwcPRkxMDOrr69HQ0ICIiAi88847OscmJSUhNjYW1dXVGDhwIBITEwE0rtNIRMLSVP7+/rh//z4cHByMbov33nsPMTExGDp0KF577TV4eHi0mDrO3Nwc8fHxmDBhAohII6f0unXrMHz4cAQFBWHevHmYPXs2Bg0ahJ49exrM2docTh/X1TS9+uk6/3Rtir8H3AYAt0FXV19fj7q6OlhZWeHOnTuYOHEi8vPzYWlp2dFVA8A9R8YYYx2guroa48ePR11dHYgIe/bs6TSBEeDgyBhjrAPY2dm1OK+xI/GAHMYYY0wLB0fGGGsn5ubmGhPyt2zZAgCYN28evLy8IJPJEB4ejsrKSp1jz58/j4sXL7aqvIMHD6JPnz4aZd68eVN4v6KiAs7OzvjDH/7wch9My7p16/Dtt9+26TmbKi4uhq2trZCFR1thYSH8/PwwaNAgREZGQqlUtroMDo6MMdZO1EkA1NvKlSsBADt27EBubi7y8vLQv39/7Nq1S+fYFwmOAISsOuqt6dSHtWvXCiNO29KmTZswceLENj+v2rJly/D2228bfH/FihVYunQpCgoK4ODggAMHDrS6DA6OjDHWwdTzE4kINTU1OnPyioqKsHfvXuzYsQPe3t6Qy+UoKipCYGAgZDIZJkyYIOQ3NdbVq1fx+PFjTJ482eA+586dg4+PD6RSKebOnYva2lpcuXJFyHhz6tQpWFtbQ6lUQqFQYODAgQCAOXPm4NixYwAap32sX78ew4YNg1QqxQ8//ACgca7lpEmT4OHhgfnz58PFxQVPnjxpsd4nT57EgAED4OHhofd9dVJ19cLvMTExOHnypPEN818cHBljrJ00l1v13XffRd++ffHDDz/oLGru6uqK2NhYLF26FDk5ORg7diwWL16MmJgY5OXlISoqCn/84x/1lqlOVq7eampq0NDQgD/96U8Gb0sCgEKhwJw5c5CSkoLr169DpVLhs88+g4+Pj5ACTy6Xw9PTE1euXEFWVpbe/KwA0Lt3b1y7dg2LFi0Syty4cSMCAwNx48YNhIeHGxXcKysrsXXr1man7pSVlcHe3h5iceN4U2dnZzx48KDFc2vj4MgYY+1E+7Zq00V+ExMTUVJSgiFDhhi1vNKlS5cwa9YsAMDs2bNx4cIFvftp31a1trbGnj17MGXKFDg7Oxs8f35+PgYMGIDBgwcDaOyBZWRkQCwWw83NDbdu3cLly5exbNkyZGRkQC6Xtzq36syZMwE0JkMwJoHAhg0bsHTpUmFFEVPiqRyMMdZJmJubY+bMmfjkk0/w7rvvmqycS5cuQS6XY8+ePaisrIRSqYStra0wQKglAQEB+Prrr2FhYYGJEydizpw5qK+vx7Zt2/Tu/6K5VU+cOCEke9i/fz+ysrJw7NgxLF++HOXl5TAzM4OVlZXGgKJevXqhvLwcKpUKYrEY9+/fh5OTk9FlqnHPkTHGOhARoaCgQPg7NTVVJ88poJtbdfTo0UJatOTkZKNW8lBLTk5GcXExioqKEB8fj+joaJ3A+Oqrr6KoqEiom3Zu1YSEBIwaNQp9+vRBWVkZ8vPzNVb1aEnT3Krp6el49uyZzj6hoaFCj1e9NFZRURGKiorw/vvvY9WqVTojbUUiEcaPHy8880xKSkJwcLDR9VLj4MgYY+1E+5njypUrQUSIiYmBVCqFVCrFw4cPdfKqAsC0adNw4sQJYUDOX//6VyQmJkImk+HQoUPYuXOn3jK1nzkaO+LVysoKiYmJmDFjBqRSKczMzBAbGwugMSH448ePhZGuMpkMUqm0Vcm9169fj/T0dHh6euLo0aPo27cv7OzsjD5e25QpU1BSUgIA2Lp1Kz799FMMGjQIZWVlL7SkFedW7Wo4typ/D8BtAHAbdHW1tbUwNzeHWCzGpUuXsGjRombXumxv/MyRMcZYuysuLkZERAQaGhpgaWmJv/3tbx1dJQ0cHBljjLU7d3d3ZGdnd3Q1DOoSwfH+/fvYvXs3du/eDaVSCYlEAltbW8ydO7dV64d1Zbdv30ZCQgKOA6gB4ATg/X37EBUVBRsbmw6uXfvIzc3F9u3bcfz4cdTX18PBwQHu7u4IDw/vVNn8TSkzMxPbtm1Deno6iAiOjo7w8fHB1KlTYW5u3tHVMzki4OxZYNs24MKF5QAAJ6cH8PcHAgM1nzow9lKok0tLSyMbGxvq1q0bARA2iURCPXv2pNzc3I6uosklJiaStbU1WVhYaLSBjY0NOTs7U1FRkcnKLi4upnHjxtGQIUNo6NChlJCQQEREf/7zn+nVV18lqVRKISEh9OzZM5PVgYjoo48+IolEQubm5hptYGtrSx4eHvTkyROTlW2oDdasWUNSqZS8vLxo0qRJ9ODBA5PVoaGhgRYuXEg2NjYkEol02iAgIICqqqpMVr6hNlCLj48nAFRaWmqyOiiVRNOmEdnYEDWGSfXWQDY2RDNmEKlUJiu+TZiZmZGXl5ewffzxxxrvL168mGxsbPQe+91331FmZmaryktMTKTevXtrlHnjxg2dukybNu3FPpABn332GSUlJbXpOYmIsrOzaeTIkTR06FCSSqV05MgRvfspFAqKiIggNzc38vX1pcLCwlaX1amD440bN0gikWj8EGhvPXv2pKdPn3Z0VU3mu+++a7YNzMzMyMXFhZRKpUnKLykpoatXrxIRUUVFBbm7u9ONGzfom2++obq6OiIiWr58OS1fvtwk5RMRJScnN9sGFhYWNGLECGpoaDBJ+Yba4Pnz58I+O3fupIULF5qkfCKiuLi4ZtvAysqKwsLCTFa+oTYgagyckydPpv79+5s0OP7f/xFZW2sHxl82iYRo6VKTFd8mDAU+IqIrV67Q7373O4P7rF+/nrZt29aq8hITE+n3v/99q+vSWeXn59OPP/5IREQPHjygvn376r0w3717t/D/8fDhwxQREdHqsjp1cJw1a5ZOT0F7k0gktH379o6uqsmMGTOm2c8PgOzs7Ojo0aPtUp+goCBKT0/XeO3LL7+kWbNmmaS8hoYGcnV1bbENbGxs6OLFiyapgzZ9bbB582aKjY01SXkKhYK6d+/eYhtYWVm90BXyi2jaBtOnT6ecnBxycXExWXAsLSXq1s1wYFRv1tZETa5ZOh1DAUmlUtG4ceOopKRE7z6FhYX0m9/8hl555RXy8vKijIwMKiwspPHjx5NUKqXAwEC6e/euznEvGxyzs7PJz89PuEP09OlTevz4MQ0bNoyIiHJycgiAUPbAgQOpqqpKI5C/8cYbtHz5choxYgS5u7tTRkYGERFVVVXRjBkzaMiQIRQSEkK+vr505cqVFuvUlEwmE4JlU5MnTxZ+D+rq6qhXr16tvnjutPMcVSqV8GypOdXV1di9e3c71ap9PX782KjFQH/++We9WfzbWlFREbKzs3XyJ/79739vNkP+y8jJyUFpaWmL+1VXV2Pfvn0mqUNT2m2wevVq9OvXD8nJydi0aZNJyjx79izIiGk7DQ0NOHTokEnq0FTTNjh16hScnJzg5eVl0jKPHQOMeaRqZgacOGHSqrwUQ7lVd+3ahaCgIPz2t7/Ve1xb51YFGnOnDh8+HCNHjjSYmDs6Ohpbt25FXl4epFIpNm7cCEdHRygUClRUVEAulwuT8+/evQtHR0dIJBKd86hUKly+fBkJCQnCFJw9e/bAwcEBN2/exIcffoirV6+2qi0vX74MpVIJNzc3nfcePHiAfv36AQDEYjF69OiBsrKyVp2/0w7IqaioMOoHAWhsiKZznn4tHj16ZPS+Jf/618uPRujfH7hxA9CTt7CyshLTp09HQkKCsIIAAMTFxUEsFiMqKkr3fMePA//NjP+iHsK4LykR4e7Bg8DBgy9VHoYOBS5eBHr00HlLXxvExcUhLi4OH3/8MXbt2qX5PVQqgdWrgWaSOxvjIYDmLxHVxSlRvG4doGcCeatMngykpAD29jpvNW0DsViMzZs3Iz093fC5KiqAhQuB/2ZyeVEl2IBqtDyXUaEAWvHfpt2pc6s2VVJSgqNHj+L8+fOtOtelS5fw5ZdfAmjMrbp8+XK9+0VGRuq9eL579y6cnJzwn//8B4GBgZBKpRqB5vnz5ygvLxey4sTExGDGjBkAGrPzZGZmIiMjA6tWrcKZM2dARK3OrbpkyRIAgKenJ2QymdGf/eHDh5g9ezaSkpJgZmaaPl6n7Tna2tqioaHBqH1/rSMVraysWuw5q5lyzG5dXR2mT5+OqKgo4UsONC6k+tVXXyE5OblVmTFawx6Acd8CoLdJatDIUBuoRUVF4fjx4yYp2x6AMeNQzdG+bXDnzh0UFhbCy8sLrq6uuH//PoYNG9aqizpjOaAc3aBocb9u3fRe13Rq2dnZKCgowKBBg+Dq6orq6moMGjTI5OWq840OHDgQ48aNa9W0ioCAAKG3GBwcjNzcXFy4cMFgcHzR3KpZWVlCjzc1NRVAY8dp6tSpiIuLw8iRIw1+tnv37gFo7LU+f/4cvXr1MrpcoBMHR0tLS0yYMKHF/czNzU1+S6ej2Nvbw17P1bs2GwCtT45kHCLCvHnzMGTIECxbtkx4/cyZM/jkk0+Qmpqq9zZKW/EDYMyljx2AOSaqg6E2uH37tvD3qVOn9ObDbAtvAjDm56QbgJkmqYH+NpBKpfjpp5+EXJfOzs64du0a+vbt2+blh+FLiNDynaT6eiAkpM2LN6mpU6fi0aNHQjtKJBIhn2lTbZlb9dmzZ6itrQUAPHnyBJmZmRqLIANAjx494ODgALlcDkA3t+oXX3wBd3d3mJmZoWfPnkhLS4O/v7/RdWiaW/XmzZu4fv26zj5+fn5CbtWgoCAolUqEhoYiOvoVXKEAAAOySURBVDpaWK9Rn6CgICQlJQEAjh07hsDAwNZfwLfqCWU7k8vlLY5WtbGxoXv37nV0VU0mJSWlxTawt7enyspKk5Qvl8sJgDBlwcvLi06fPk1ubm7k7Ow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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def draw_path(g, s, c):\n", " draw_graph(g)\n", " nx.draw_networkx_edge_labels(g, pos=node_positions,\n", " edge_labels={(u, v): str(i+1) for (i, (u,v)) in enumerate(zip(s[:-1], s[1:]))})\n", " plt.title(f'Cost: {c} silver')\n", " plt.figtext(1.1, 0, explain_cost(s))\n", "\n", "for (g, s, c) in optima:\n", " draw_path(g, s, c)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Reassuringly, this found the canonical route:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:11:56.355717Z", "start_time": "2018-06-05T21:11:55.911493Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "draw_path(*optima[5])" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:11:56.369879Z", "start_time": "2018-06-05T21:11:56.361311Z" } }, "outputs": [ { "data": { "text/plain": [ "[25, 27, 25, 25, 25, 23]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "[len(s) for (g, s, c) in optima]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is, also, the shortest route we can afford. However, it's not the best. The best route involves a minor detour down the pub at C2:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2018-06-05T21:11:56.855529Z", "start_time": "2018-06-05T21:11:56.372704Z" } }, "outputs": [ { "data": { "image/png": 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ITk4udJnk5GRGjhyZb5ygVPEtXLgQZ2dnHB0dadq0KQMHDtR1SQXpuqcuTHa2EFZW2o8gHn306lV+deU9nVDWUlNTizyKyH0YGhoqp2/Ky99//y0aNWqU76iiLNy8mXOa/XGfAVNTIT78sExL0ZmzZ88KU1PTx34OVCqV2LZtW5nVoe2zP3fuXGFlZSUcHBzEzZs3y6ztgwcPFuvfQtWqVUVQUFCZ1SE9nyrszTwPHsA//xRv2VM/3wW9Ur4LKjYWmjQp2TqffQZTppRaCZeA4nxHz8zM5MQXX8AXX5Ra2wA8fAhmZgWeTkpK4qWXXmLVqlX5jipIS4PZs2HVqlIr4Qw9MOY7UqlR5HIpKbBu3UVSUvxLre2K4syZM8W6QzApKYmQV19l+KuvPl2DL74I27dDjaL3OcDixYtZvHgxH3zwAatXr2bRokX5F0hMhPHj4ZHB9SV1CnhYjOXS09M5ffq01mEOFcWePXsYNGgQv//+Oy1btgRyxhhOnDiRxMREDAwMePvtt3nllVcKrLtx40ZefPFFGjRoUKI2MzMzqV+/PmPGjGHp0qXK82PGjCE8PBwhBLa2tmzcuBGVSvV0b/B/wsPD2bx5M59++mmpbA9g165dDBkyhLCwMNzc3Eptu49ToU+9VvCb2J5LGRkZvPTSS4wYMYLBgwfruhzpEbo66ThixAh27dqlo9YrF20RdmZmZmzevJlz587x888/M23aNO7du1dg3dKOsFu5ciVRUVFER0fTuHFjVq9e/WRvSgs3N7dS7SQfPHjAJ598Qrt27Uptm8VVYTtKc3OoXbs4S2bTmuKnW1QmNhTvD58h0LGMa4Gc2/LHjBlDq1atmD59ejm0CBqiSMP4scsZGqbTpMmVcqio/NWvX79Yy6mADmVbSj5//fWX8vPevXuVo6Oy4EbO+3scY2PjQsfxVQSFRdjZ2trSokULICcjtU6dOty6dSvfumURYZd7RkgIQUpKitbrzHfv3mXgwIGo1Wrc3d2V2DonJyfu3buHEAILCws2b94MgLe3N4cPH+b48eNKwPvChQsZPXo0Hh4e2NjY5OtA33vvPezs7OjUqRPDhw9n+fLlWt/D/Pnz8fPzw8TEpOidXBZ0euL3MZYvz7n2VNS1qapVhTh4sHzqGTZsmKhXr54wNDQUDRs2FF9//XWZtzl58uRC73jNfZiamoqzZ8+WeS3BwcECUIYEaDQa8eOPP5Z5u337Fn7Ha+7DxESIhIQyL0Vn1Gr1Y6/PmZubi5SUlDJpX9tnf/DgwcLBwUE4OTmJvn37imvXrpVJ20IIkZmZKerUqfPYfdCoUaNyGy71JLZu3SpGjx4thBCiffv2Ijw8vMAyp06dEi1bthRZWVkFXuvatasICwsTQuQM27CyshJ//PGHEEKIkSNHipUrVxZYJyUlRdSvX18kJyeLL7/8UkyePDnf676+vqJOnTrCw8NDPHz4sMD6kydPFgsXLhRC5Nx5rNFohBBCjB8/Xuzfv1/ExMQINzc3MXbsWCGEEM2bNxdJSUkiMDBQeHl5CSGEWLBggWjfvr1ITU0Vt27dErVq1RLp6eni9OnTQqPRiJSUFJGYmCiaN28uli1bVqCGiIgIMXjw4AL7oLxU6I7y4UMh7O2LHh7Sr1/5DQ/RhVu3bokGDRoIQ0PDQm+Jzzs+6Vl06VLOeEk9vcI/B8/qjTy5wsPDRdWqVYscGlGWN/JUBAcOHCjypiYzM7N8Y/wqIi8vL3Ho0CEhRM6QmhkzZuR7PT4+Xtja2oqTJ09qXT9vJxEZGSk6d+6svHbkyBExaNCgAuvs2LFDvPrqq0IIIW7fvi2srKxE5iMD0DMzM8XEiRPFN998U2B9Z2dncenSJeV3Kysrcf/+fbF161Yxa9Ys8fnnn4v169eLdu3aiWvXrok2bdoIIUSBjvL9999XttGyZUtx9epVsXLlSvHOO+8oz7/55psFOsqsrCzRtWtX8ffffxfYB+Wlwp56hZz7SEJDoXt3MDEBA4NMQGBomI6xMYwcCbt2PdvXMi0tLQkLC6NNmzaYmpoq6RlGRkaYmpoyffp0PvvsMx1XWbZsbODXX8HBIeczYUAGkI2KRFQq+PBDyDMZwTOpdevWHDt2DGtra1QqFfrk3OhlDtSsWZMNGzYwfPhwHVdZtnr16sX3339PnTp1UKlU6JGzD1TknJ7+4Ycf8PT01HGVhcuNsBs7dizW1tYsW7aM7777TrlmmJiYiJeXF4sXL8bd3b3U2g0ICODIkSNYW1vTunVrJcIuLwMDA4YNG1ai68xdunQhODiY4OBgPDw8qF27Njt37iz0RqonjbB78OABZ8+excPDA2tra3799Vf69++vJDOVhwp712uuGjXgxx/hyhUYP/4oqanGqFRJbNrUl3KO+9OZBg0a8Msvv/D7778zdepU0tPTqVGjBlu2bClyWp5niZ0dxMRARAQcdptPGsbY8ieDbgWgi0sWutC2bVsuX75McHAwIV27kgU4AX1v3sTQsML/Uy4VvXr1Ij4+nkOHDhHRpw8A7YDu165V+Bi/oiLs3N3dGTRoEN7e3kVOdlyaEXYvvPACly5donnz5ggh2Ldvn9brzLkRdvPnz+f48eNYWlpSrVo1qlWrxu3bt0lPT8fGxoZOnTqxfPnyEt0Q1LFjR8aPH8+cOXPIzMxk//79BeaarF69Ordv31Z+9/DwYPny5eV612ul+dfVpAm0b/+r8ruFReGzgD+rWrVqRceO/92287x0knm1bg2tyTNzgMmTz75QGenp6dGlSxfyJYM+J51kLgMDA3r37k2+iZYqeCcJOUd2fn5++Z576aWXCAgIIC4ujqCgIO7cucPGjRuBnDtcnZ2d8y3v6+vLhAkTMDU15eTJk2zYsIGhQ4eSmZlJmzZtmDBhQr7ld+/eTbdu3fIdzQ0YMIBZs2aRnp6Oj48PiYmJCCHQaDRap+nKvRFHrVZjZmbGpk2blNfatWunzETSuXNn5syZQ6dOnYq9T9q0aUP//v1Rq9XUrVsXJycnqlfAEG89IfLcK1zB5R2jtWDBAh1WojtyH5D/XHvl+fiWLrkP5D54RiQlJaFSqUhOTqZLly6sW7dOSQCrKJ6vr6KSJElShTJu3DjOnz9PamoqPj4+Fa6TBNlRSpIkSTq0bds2XZfwWBX/xL4kSZIk6ZDsKCVJksrRnj170NPTyzfjz5UrV3B1dcXZ2RkHBwe+KCS3edWqVUXOoKKNh4cHdnZ2ODs706pVK9atW6e81qtXLzQaDQ4ODkyYMEG5Mac07Nu3L1+u7NOIjIzE3d0dZ2dn3NzcOH36dKlst7hkRylJklSOtGW91q9fn5MnTxIZGcmpU6dYunSp1kzXJ+koAfz9/YmMjCQ0NBQ/Pz/S09MB+O6774iKiuLs2bPcunWLHTt2PPkbe0T//v2ZPXt2qWxr1qxZLFiwgMjISN59911mlfPAadlRSpIklZPCsl6rVKmiDOFIS0sjW8vkq59++inx8fF4enoqwQoBAQE4OTnh6OhYYOhJYe1XrVoVAwMD4L+s18zMTNLT07VmvcbGxtKtWzfUajXdu3cnLi6OrKwsmjZtihCCe/fuYWBgQFBQEJATRPDXX3+xceNGJk+eDOQMa5kyZQodOnTAxsaGnTt3AjnzjE6aNImWLVvSo0cP+vTpo7yWl56eHomJiQDcv3+/xLOnPC3ZUUqSJJWTvXv30qtXL2xtbbGwsCAi4r8JHa5evYparaZRo0b4+fkV6AymTJlCgwYNCAwMJDAwkPj4ePz8/Dh27BiRkZGEhYWxZ88ere2OGDECtVqNnZ0d8+fPVzpKgJ49e1KnTh3Mzc21hh288cYb+Pj4EB0dzYgRI5gyZQoGBgbY2dlx/vx5QkJCcHV1JTg4mLS0NK5evaoEvOd148YNQkJC2L9/v3Kk+f333xMbG8v58+fZsmVLvsD2vFatWsVbb71Fo0aNmDlzJh988MHjd3Ypkh2lJElSOQkICGDYsGEADBs2LN/p10aNGhEdHc3FixfZtGkTCQkJRW4rLCxMiY4zNDRkxIgRylHdo/z9/YmOjiYuLo7ly5dz5cp/M+0cPHiQGzdukJaWViDaDuDkyZO8+r85TkeOHElISAiQEzAQFBREUFAQc+bMISQkRInb1GbgwIHo6+tjb2+vvLeQkBCGDh2Kvr4+9erVKzSCcO3ataxcuZKrV6+ycuVKxowZU+S+KW2yo5QkSSoHj8t6zdWgQQMcHR0JDg4u9Rpq166Nq6srp06dyve8iYkJAwYMYO/evcXeVm7W6+nTp+nTpw/37t3j+PHjxcp6LWnOzaZNm5T5b4cOHSpv5pEkSXoW5Wa9XrlyhdjYWK5evUrTpk0JDg7m2rVrpKSkAPDvv/8SEhKCnZ1dgW3kzXpt27YtJ06c4Pbt22RlZREQEFAg6/VRycnJnDlzhmbNmpGUlMSNGzeAnGuUP/74o9as1w4dOijXU/39/ZWOsG3btvzyyy/o6+tjYmKCs7MzX375JV26dCmwjcJ07NiRXbt2kZ2dTUJCAsePH9e6XIMGDThx4gQAx44d03pqtyzJwAFJkqRyUFTW6+DBg5kxYwZ6enoIIZg5cyZOTk4FtjFu3Dh69eqlXKtcunQpnp6eCCHw8vJiwIABWtseMWIEpqampKWl4evrS+vWrUlISKB///7KzUOenp4FsmIBPvvsM0aNGsWyZcuoXbs2GzZsAHKOEBs1aqTMdNK5c2fl5qLieumllzh69Cj29vY0atQIV1dXrVmvX331FVOnTiUzMxMTE5N8Q1zKg8x6rWTkPkBmfILcByD3wTMiN+v1zp07tG3bltDQUOrVq6frsvKRR5SSJEmSzvTt25d79+6Rnp7O/PnzK1wnCbKjlCRJknSosOuSFYnsKCWpMvrfEIPnmpbraZJUFuRdr5JUGX355X+P59WKFf89KgkDAwOcnZ3RaDS4urryyy+/AGWb9ZqRkcHs2bNp0aIFrq6utG/fngMHDgCVJ+t1x44dODg4oK+vT3h4eL7XoqOjad++PQ4ODjg5OZGamloqbeYljyglqTL6X/TYc83MTNcVlJipqSmRkZFAzkD/OXPmcOLECSXr1djYmKSkJBwdHenfv3+BdJ5Vq1bx2muvYVaC9z5//nxu3LjB2bNnMTY2JiEhQRlq8d1331GtWjWEEAwZMoQdO3YogQhPq3///vTv379UtuXo6Mj333/P+PHj8z2fmZnJa6+9xpYtW9BoNNy5cwcjI6NSaTMveUQpVT4tW/73kKRKKjExkZo1awJll/WanJzMV199xWeffaZsv27durz88stA5cl6bdWqldZxpYcOHUKtVqPRaACwsLDIF89XWmRHKVU+p07995CkSiQlJQVnZ2datmzJ2LFjmT9/vvJaWWS9Xrx4kcaNGysdojaVIeu1MH/++Sd6enr07NkTV1dXPvrooxKtX1yyo5Qqn2rV/ntIUiWSe+r1woUL/Pzzz3h7eytxbmWZ9VqUypD1WpjMzExCQkLw9/cnJCSE3bt3c/To0RJtozhkRylJlVDuH65HhYSElHtgtPRk2rdvz+3bt7l161a+50sz67V58+bExcUpU1QVpqJnvRbGysqKLl26YGlpiZmZGX369OG3334rlW3nJTtKSaqEjh8/TmxsLFeuXMn3UKlU7N+/X9flScVw4cIFsrKysLCwKLOsVzMzM8aMGcPUqVOVyZpzJ2iuTFmvhenZsycxMTEkJyeTmZnJiRMnsLe3L9E2ikPe9SpJldCdO3fo16+f1psv6tatq4OKyl5iYiIffPAB165do3fv3vmOqidNmsSaNWt0WF3x5F6jhJyjqk2bNmFgYMDvv/9eZlmv77//PvPmzcPe3h4TExOqVq3Ku+++y8OHDytN1uvu3bt54403uHXrFl5eXjg7O3Pw4EFq1qzJ9OnTadOmDXp6evTp0wcvL69it19cMuu1kpH7AGJiYqhfvz6WlpYFXktLS8t3iudZ1bhxY+Li4nRdRrl66aWXaNGiBe7u7nzzzTcYGRmxbds2jI2NcXV1LZNTblLZqwxZr/LUq1Tp+Pj45BsrlXsrfXJycolO+1RmuV+Yzp49q5yye9ZdunSJpUuXMnDgQPbt24erqyvdunVfv+R2AAAgAElEQVTjzp07ui5Negp9+/bF2dmZzp07y6xXSSot2dnZ+U7PtG7dmjNnzmBmZqZch3nWjRo1CoAXXngBa2tr5s6dW2qDuyuq3FOE+vo53+/ffvttGjZsSJcuXUhKStJxddKTqgxZr/KIUqp0srOzlaOoxMRELl26RHJyMllZWWRmZuq4uvJlZmbG4cOHOX78OEOHDuXatWu6LqnM9OvXr8DwBV9fX1asWEGVKlV0VFXJ/PPPPwwbNoxmzZrRunVr+vTpw59//qmTCLvk5GS8vLxo2bIlDg4OytjG0hIeHs6UKVNKZVtBQUG4urpiaGioNZAgMTERKysrJeCgtMkjSqnSeeWVV+jZsyc9evQgMDCQ119/nS5dumBoaKh1wPSzTAiBubk5H3/8MTExMYwdO5YePXowY8YMXZdW6gobTN6rVy/mzp1bztWUnBCCQYMG4ePjo9xFGhUVRUJCAu3atdNJhN3MmTPx9PQkPT2d7t27c+DAAXr37l0q79fNzQ03N7dS2Vbjxo3ZuHEjy5cv1/r6/Pnzy/Syi+wopUrn7bffxsXFhQsXLrB69Wrs7e0ZPHgwQgjatm2r6/LKhY2NDUIIrl27RtOmTfO9dujQoWeyoyzKggULlNPRFVVgYCBGRkb57izNjV7LqzgRdpaWlgQGBhIQEMCSJUuUu14//PDDfOvkRtj9/fffWiPscgf4V6lSBVdXV61nJO7evcvo0aO5fPkyZmZmrFu3DrVajZOTE8HBwVSvXh1LS0tWrlyJt7c33t7ejBw5EiMjI5YvX87+/ftZuHAhcXFxXL58mbi4OKZNm6Ycbb733nts3bqV2rVr06hRI1q3bs3MmTPz1WBtbQ2gnHbPKyIigoSEBHr16lUgML20yI5SqpT69OlDnz59lN8LSwN5VoWHh6Onp4eLi4vy87NOrVZrfV4I8dgUm4rg7NmztG7dutDXr169ipeXFxcvXmTZsmVaI+w+/vhjAgMDsbS0VCLsIiIiqFmzJi+++CJ79uxh4MCByjrFibADuHfvHj/88ANTp04t8NqCBQtwcXFhz549HDt2DG9vbyIjI+nYsSOhoaE0adIEGxsbgoOD8fb25uTJk6xdu5awsLB827lw4QKBgYE8ePAAOzs7Jk6cSGRkJLt27SIqKoqMjAxcXV2L3EePys7OZsaMGWzdupUjR44Ue72Skh2lVPnkvUZTCWeQKA21atUC4PTp01hYWOi4mvKRkJCgjJ3LSwhBhw4ddFRV6cmNsIuPj2fgwIEMGTKkyDGxeSPsACXCLm9HWRyZmZkMHz6cKVOmYGNjU+D1kJAQdu3aBaDcZZyYmKhE2DVp0oSJEyeybt06rl+/Ts2aNalatWqB7Xh5eWFsbIyxsTF16tQhISGB0NBQBgwYgImJCSYmJvTr169Eta9Zs4Y+ffpgZWVVovVKSnaUUuWT91RjJTiSKEt16tTRdQnlpm/fviQlJSkD9vPy8PAo/4JKyMHBQeuNKI/KG2H3tNfc80bYFXZUOW7cOFq0aMG0adNKtO0uXbrw+eefExcXx+LFi9m9ezc7d+4sVoSdgYFBqdx4d/LkSYKDg1mzZg1JSUmkp6ejUqlKbR7MXPKuV6nyuXnzv4f03Fi/fj2dOnXS+tq2bdvKuZqS69atG2lpaaxbt055Ljo6muDgYJ1E2AHMmzeP+/fvs2rVqkLr7ty5M/7+/kDOUA5LS0uqVatGo0aNuH37Nn/99Rc2NjZ06tSJ5cuXlzjC7ocffiA1NZWkpKQSxy/6+/sTFxdHbGwsy5cvx9vbu9Q7SZAdpSRVTvfu/fd4XiUm/veoBPT09Ni9ezdHjhyhWbNmODg4MGfOHOrVq8fvv/9Ou3bt0Gg0dO3a9bERdp6entSvX1+JsNNoNLRu3brQCLvatWtjb2+Po6Mjffv2pVq1aly7do3Fixdz/vx5ZWjK119/XWD9hQsXEhERgVqtZvbs2WzatEl5rV27dtja2gI5Her169cL/TKjTZs2bejfvz9qtZrevXvj5OSkNcIuLCwMKysrduzYwfjx43FwcCh2G6VBRthVMnIfAHlvXKk8H9/S1bPnfz8fPKi7OnTplVf++3n7dt3VIT2V3Ai73GStdevW4erqquuy8pHXKCWpMjp0SNcV6N533/33s+woK61x48Zx/vx5UlNT8fHxqXCdJMiOUpIkSdKhynB9WV6jlCRJkqQiyI5SkiSpnBSW9RoZGUn79u1xcHBArVazvZBTyRs3biQ+Pr5Ebfr6+tK0aVM0Gg22trZ4e3srCTyVKe/1448/xt7eHrVaTffu3bly5Yry2qxZs3BwcKBVq1ZMmTKF0r71RnaUkiRJ5SA369XDw4NLly4RERHBBx98QEJCAmZmZmzevJlz587x888/M23aNO5puaP5STpKgGXLlhEVFcUff/yBi4sL3bp1U4aLzJw5kwsXLnDmzBlCQ0M5cODAU7/XXG5ubnz66aelsq3cFKro6GiGDBnCrFmzAPjll18IDQ0lOjqas2fPEhYWpmTZlhbZUUqSJJWDwrJeO3fujK2tLS1atAByAgfq1KnDrVu38q2/c+dOwsPDGTFiBM7OzqSkpHD06FFcXFxwcnJi9OjRpKWlFVmDnp4eb775JvXq1ePAgQOYmZkVO+914MCBqNVq3N3diY6OBsDJyYl79+4hhMDCwoLNmzcD4O3trcxq07dvXyBnmMno0aPx8PDAxsYmXwf63nvvYWdnR6dOnRg+fLjW8HNPT08lDN7d3V2pU09Pj9TUVNLT00lLSyMjI6PIRKMnITtKSZKkcvC4rNdcp0+fJj09nWbNmuV7fsiQIbi5ueHv709kZCR6enr4+vqyfft2YmJiyMzMZO3atcWqxdXVlQsXLuR7LjfvtXv37gWWz817jY6OZsmSJXh7ewMoea/nzp1T8l4hJzFHW6zghQsXOHjwIKdPn2bRokVkZGQQFham5L0eOHCgWMHm69evV2Y5ad++vTKutH79+vTs2ZNWrVoVaz8Ul+woJUmSKogbN24wcuRINmzYoHWmjLz++OMPmjZtqgz49/HxISgoqFjtPHoNrzh5ryNHjgS0570GBQUxceJEYmJiipX3amlpqTXv1dzc/LF5r1u3biU8PJy33noLyAl+//3337l27RrXr1/n2LFjSoddWmRHKUmSVA4cHByIiIgo9PXExES8vLxYvHgx7u7uZVrLmTNn8h11PU3ea3BwMMHBwUpAe1nmvR45coTFixezb98+ZVu7d+/G3d0dlUqFSqWid+/enDx5skTbfRzZUUqSJJWDorJe09PTGTRoEN7e3kUGoefNerWzsyM2NpaLFy8CsGXLlgJZr48SQvDpp59y48YNevXqBVSevNczZ84wfvx49u3bl28ygMaNG3PixAkyMzPJyMjgxIkT8tSrJElSZVRU1ut3331HUFAQGzduxNnZGWdnZyIjIwtsw9fXlwkTJuDs7IwQgg0bNjB06FCcnJzQ19fPd6NQXm+99ZYyPCQsLIzAwECqVKlSqfJe33rrLZKSkhg6dCjOzs70798fyLl226xZM5ycnNBoNGg0mhJP1/U4Muu1kpH7AJn1CnIfgNwHz5CKnvcqI+wkSZIknaroea+yo5QkSZJ0qqLnvcprlJIkSeXEwMAAZ2dnHBwc0Gg0rFixguzsbAAOHz5M69atcXJyonXr1hw7dkzrNlatWkVycnKJ2vXw8MDOzg61Wk3Lli2ZPHmykvyTmppK27Zt0Wg0ODg4lPolnS+++EIJInhaY8aMQaPRoFarGTJkCElJSQCkpaXxyiuv0Lx5c9q1a0dsbGyptJdLdpSSJEnlxNTUlMjISM6dO8fhw4c5cOCAct+BpaUlP/zwAzExMWzatEkZt/ioJ+koAfz9/YmOjiY6OhpjY2NlkmdjY2OOHTtGVFQUkZGR/Pzzz/z6669P/iYfMWHCBCWg4GmtXLmSqKgooqOjady4MatXrwZyAghq1qzJxYsXefPNN/Hz8yuV9nJVmo4yMjKSw4cPs3fvXo4fP87ff/+t65LKlRCC0NBQDh48yL59+wgJCeGff/7RdVnlKjs7m0OHDjEVGA98Bvz77786rqp8ZWZm8v333zMZmACsBx4+fKjjqspXamoqW7ZsYSIwCQiAx0a3VUR16tRh3bp1rF69GiEELi4uNGjQAMgZc5mSklLgfX366afEx8fj6empRM8FBATg5OSEo6NjsTqIKlWq8NFHHxEXF0dUVBR6enqoVCoAMjIyyMjIQC/vjVL/ExkZibu7O2q1mkGDBvHvv/9y8+ZNJW0od1txcXEANGvWjOTkZBYuXKhE0nl4eODn50fbtm2xtbVVggGSk5N5+eWXsbe3Z9CgQbRr105rQk+1atWAnL+HKSkpSp179+7Fx8cHyLkL9ujRo6UbjC4quBs3boi2bdsKMzMzoaenJwBhYGAgTExMxKBBg8TDhw/LtP1Ro0aJ2rVrCwcHB+W5l19+WWg0GqHRaESTJk2ERqMp0xr++usvYWdnJ6pWrSoAZR8YGxuL8ePHi4yMjDJtX9s+EEKITz/9VNjZ2Ql7e3vx1ltvlWkN4eHhomHDhkKlUin7wAyEiYmJeOedd0R2dnaZta3t/S9YsEA0aNBA+Rz8+OOPZdZ+rsOHD4tatWoJc3NzZR+oQJiZmYk1a9aUefsVwbZt24S5uXm+z4EKRLVq1cT333+v6/Ieq2rVqgWeq169uvjnn3/yPbdjxw7RvXt3rdto0qSJuHXrlhBCiOvXr4tGjRqJmzdvioyMDOHp6Sl2795dYJ2uXbuKsLCwfM8NGDBAfPvtt0IIITIzM4VGoxFVq1YVs2bN0tquk5OTOH78uBBCiPnz54upU6cKIYSwt7cX9+/fF5999plwc3MTW7duFbGxscLd3V0IkfNvZdmyZUod06dPF0II8eOPPyrvcdmyZWLcuHFCCCFiYmKEgYFBgXpz+fr6ijp16ggPDw/l77+Dg4O4evWqsoyNjY2yj0pDhe4o7927J5o0aSIMDQ2VfxR5HyYmJqJLly4iMzOzzGo4ceKEiIiIKNBJ5Jo+fbpYtGhRmbV/7do1YWFhIfT19bXuAzMzMzF8+PAya18I7fvg2LFjonv37iI1NVUIIURCQkKZtX/27Nl8fxgffVStWlX4+fmVWfva3n/ef/zl4cSJE8LMzKzQffA8dJbbt28vch+YmpqKffv26brMIhWnozx79qywsbERFy9e1LqNvB3lnj17xMiRI5XXvv76a/Hmm28WWEdbR9m/f3+lo8z177//Cg8PDxETE5Pv+Xv37olGjRopv1+8eFG4uLgIIYQYO3as+Omnn8TQoUPF999/L8aNGye2bNmifHl+tKMMCQkRQgjxzz//iGbNmgkhcjrtY8eOKdt3cXEptKMUIqdjnzhxovjmm2+EEGXfUVboU6+fffYZCQkJhcYcpaam8ttvv/HTTz+VWQ1dunShVq1aWl8TQvDdd98xfPjwMmt/wYIF3L9/X7ng/6jk5GT27t3Lb7/9VmY1aNsHa9euZfbs2UqMVN6kjNI2depU5aK9Ng8fPuSTTz7h+vXrZdJ+UZ+B8iCEYOzYsUVel0pOTmbmzJnP7GnYjIwMJkyYUOQ+SElJ4f/+7/8K/bdSEV2+fBkDAwPl38+1a9cYNGgQmzdvLhCKXpqysrKIiYkpkGBTo0YNPD09+fnnn4u9rdwYuytXrjBgwACioqIICQl5bIzdk0TY5TIwMGDYsGHs2rULgIYNG3L16lUg5/LE/fv3sbCweKJta1NhO0ohBJ988gmpqalFLpeUlMRHH31UTlXlFxwcTN26dZXpcUrbw4cP2bZt22M/TGlpaaxcubJMaijMn3/+SXBwMO3ataNr166EhYWVSTvXrl0jNDT0scsJIfjiiy/KpIbCrF69GrVazejRo8v0WmlERESx5iDU19fn22+/LbM6dOnHH38s1h/V5ORkDh8+XA4VPb1bt24xYcIEJk+ejJ6eHvfu3cPLy4ulS5fSsWPHQtfLG2PXtm1bTpw4we3bt8nKyiIgIOCxMXYZGRnMmTOHRo0aoVaruXXrlnIHbEpKCocPH6Zly5b51qlevTo1a9ZUrinmjcvr3LkzW7dupUWLFujr61OrVi1++umnEqXzdOzYke+++w6A8+fPExMTU2AZIYQS1yeEYN++fUqd/fv3V9KCdu7cSbdu3bReZ31SFXYcZWJiIvfv3y/WsudCQvKndDwJfX3IyMj5bzEFBAQUfjQZEQFubk9VUizF+x+UlZVF+NatsHXrU7VH48Zw7hz878J+UTIzM7l79y6//vorYWFhvPzyy1y+fDn/h3PXLigit7I4zgHGQNFfl3K+LJx6/314//2nao8OHeDHH6FGjSIXmzhxIvPnz0dPT4/58+czY8YMvvnmm4ILfvABzJ37VCVFk3Nu8XGSkpJYu3at1vkEK7vjx48rnUNRUlJSiImJoWfPnuVQVcmlpKTg7OxMRkYGhoaGjBw5kunTpwM5X7wuXrzIu+++y7vvvgvAoUOHCpytGTduHL169aJBgwYEBgaydOlSPD09EULg5eWl3M36qBEjRmBsbExaWhovvPACe/fuBXJmLPHx8SErK4vs7GxefvllZQ7JvDZt2qQc1dvY2LBhwwYArK2tEUIo+a6dOnXi2rVr1KxZs9j7ZdKkSfj4+GBvb0/Lli1xcHAoEGMnhMDHx4fExESEEGg0GmVasTFjxjBy5EiaN29OrVq1Sv0LY4XtKA0MDIp915IuDotz7z4sajaAp2VA8f5AQvnvAysrKwYPHoyenh5t27ZFX1+f27dvU7t27VJtx6CMln1aeSeG/b//+z+tf1hKiwFQ3K+BBgbluRfKj76+Pnp6eo/9m6Cvr1+h90FWVlahr82bN4958+Y9dhtvvPEGb7zxhvL78OHDH3v55/jx44W+plarOXPmzGPbdXZ2LnTYSO5pT4C5c+cyN8+Xw4ULF2qtw9LSUhnvaGJiwtatWzExMeHSpUu88MILNGnSJF8b+vr6hZ5dMjExYceOHY99D0+qwp56ValUBXaUNnpA8XPqS8+RI0do2bIlVlZWZdZGM4r3x78KUN7fnwcOHEhgYCCQcxo2PT0dS0vLUm+nNVCcG//NgN6l3nrhbty4ofy8e/duHB0dy6ytjkDhf17/U6VKFZo2bVpmdehS48aNMTR8/Pd6Q0PDEp3ykyqG5ORkOnXqhEajYdCgQaxZs4YqVarouqz/lNptQWXgyy+/LPIuN/53t19oaGiZ1TBs2DBRr149YWhoKBo2bCi+/vprIYQQPj4+Yu3atWXWbq45c+YIY2PjIveBiYmJuHz5cpnVoG0fpKWliREjRggHBwfh4uIijh49WmbtDx8+XBgZGRW5D0xNTcW9e/fKpH1t7/+1114Tjo6OwsnJSfTr10/Ex8eXSdu5OnToUOidz7kPCwuLMh8qpCvZ2dnC2tq6yPcPiJYtW+q6VOkZVKE7yvT0dNG5c2dhampaaCc5YcIEXZdZph48eCBatWpVaGdpZmYmPvjgA12XWaYSEhJE/fr1Cx0mZGZmJjZv3qzrMsvUX3/9JWrUqFHkMKHDhw/ruswyderUqXxjiR99qFQqcebMGV2XKT2DKnRHKYQQqampYuLEicLU1FSY/2+Qufn/BhgvWbKkTAeaVxT3798Xr7zyijA2NhZVqlQRRkZGokqVKsLS0lJ89dVXui6vXNy4cUP06tVLmJiY5Ayy/99AcysrK60DrJ9Ff/75p+jYsaMwMTERRkZGysPW1lacOHFC1+WVi/DwcKFWq4WZmZmoCqIqCFMQrq6uIioqStflPZa+vr7QaDTC3t5eqNVqsXz5cpGVlSWEyPkikBtgoVarCw1QWLx4cYnbbdKkiXB0dBSOjo6iVatW4u233xYpKSn5lrl//75o2LCheP3110v+xoowf/78UvsS17NnT6FWq4W9vb0YP368MoZ+5syZws7OTjg5OYmBAweKf//9t1Tay1Vp5qN88OABP1erxn2gHvBiWlrFOoddDm7fvs2ECRNIT0+nRo0abNiwoULfuFAWrl+/TqCVFWmALdApO7tUbwOvDC5evMhbb72FEEKJQXveREdH85tGA0BbwL5y/BlDpVIpY4Jv3rzJq6++SseOHVm0aBHJyclUqVIFQ0NDbty4gUajIT4+vsC12bzbKC5ra2vCw8OxtLQkKSmJcePGYWRklG8C5qlTp3Lr1i1q1aqlZKhWNImJiVSrVg0hBEOGDGHo0KEMGzaMQ4cO0a1bNwwNDZUYvw8//LDU2q2wN/M8ytzcnKHAWKAvPHedJOTcJZY7s0CzZs2eu04ScgYWvwaMATrDc9dJAjRv3hxnZ2dcXFxo2LChrsvRCbVajS/gC9jrtpQn9mjWq5mZmdIppqamav1sz549WxliMmLECAA+/vhjHB0dcXR0ZNWqVY9tV6VS8cUXX7Bnzx7u3r0L5IzVTUhI4MUXXyx0vaNHj+Li4oKTkxOjR48mLS2NsLAwBg8eDOTkrZqampKenk5qaio2NjYA+Pr6snPnTiCnw16wYAGurq44OTlx4cIFIGdMaY8ePXBwcGDs2LE0adKE27dvF6ghN+s1MzOT9PR0ZR+9+OKLyr5zd3cv9SFSlaajlCRJetbY2NiQlZXFzZs3ATh16hQODg44OTnxxRdfFDiaXLp0qTIDib+/PxEREWzYsIFTp07x66+/8tVXXxVrqEe1atVo2rQpf/31F9nZ2cyYMUMJLtcmNTUVX19ftm/fTkxMDJmZmaxduxYXFxciIyOBnAAWR0dHwsLCOHXqFO3atdO6LUtLS3777TcmTpyotLlo0SK6devGuXPnGDJkiBKsrk3Pnj2pU6cO5ubmDNEyTvubb76hd+/SvQdedpSSJEkVRLt27Th37hxhYWF88MEHj00mCwkJYdCgQVStWhWVSsXgwYOV9JzHyb3qtmbNGvr06VPkULc//viDpk2bYmtrC4CPjw9BQUEYGhrSrFkzfv/9d06fPs306dMJCgoiODi40Ai73CPQ1q1bK+MoQ0JCGDZsGAC9evUqMqzg4MGD3Lhxg7S0tAJzdi5evBhDQ0PlaLu0yI5SkiRJRx7Nes3VqlUrVCoVZ8+eLZN2Hzx4QGxsLLa2tpw8eZLVq1djbW3NzJkz2bx5M7Nnzy72trp06cKBAwcwMjLihRdeICQkpMyzXk1MTBgwYICSLgSwceNG9u/fj7+/f6lfkpEdpSRJkg48mvX6999/Kx3HlStXuHDhAtbW1gXWMzIyIiMjA8jJWd2zZw/Jyck8fPiQ3bt3F9pB5UpKSmLSpEkMHDiQmjVr4u/vT1xcHLGxsSxfvhxvb2+WLl2abx07OztiY2OVrNVHs15XrVpF+/btqV27Nnfu3OGPP/4oUQhH3qzXQ4cOac1OTkpKUoI+MjMz+fHHH5Ws159//pmPPvqIffv2YWZmVux2i6vCRthJkiQ9a4rKeg0JCWHp0qUYGRmhr6/PmjVrtKZdjRs3DrVajaurK/7+/vj6+tK2bVsAxo4di4uLi9a2c/Ngs7OzGTRoEPPnzy923SYmJmzYsIGhQ4eSmZlJmzZtmDBhApBzujghIUHJelWr1fzzzz8lOqpbsGABw4cPZ8uWLbRv35569ephbm6eb5mHDx/Sv39/0tLSyM7OxtPTU6lh8uTJpKWl0aNHDyDnhp7SnCSh0gwPAfIHn1eiskvTokWLlJ8XLFigw0p0SH4O5OcA5OfgGZKWloaBgQGGhoacPHmSiRMnKjcJVQTyiFKSJEnSqbi4OF5++WWys7OpUqUKX331la5Lykd2lJIkSZJOtWjRoljDWnRF3swjSZIkSUWQHaUkSVI5MTAwwNnZGQcHBzQaDStWrCA7OzvfMnFxcahUqkIDAJYsWVLidq2trXFycsLJyQl7e3vmzZuXb4xmbl3Ozs7079+/xNsvyhdffMHmzZtLZVtjxoxBo9GgVqsZMmRIgSi/Xbt2oaenR3h4eKm0l0t2lJIkSeUkN1Xn3LlzHD58mAMHDuS7MQtg+vTpRSbLPElHCRAYGEhMTAynT5/m8uXLjB8/vkBdkZGR7Nu374m2X5gJEybg7e1dKttauXIlUVFRREdH07hx43yZtA8ePOCTTz4pNBHoaciOUpIkSQcezXoF2LNnD02bNsXBwUHrOmWV9VockZGRuLu7o1arGTRoEP/++y83b96kdevWAERFRaGnp6fEzzVr1ozk5GQWLlyoHB17eHjg5+dH27ZtsbW1VVKEkpOTefnll7G3t2fQoEG0a9dO61FhbtarEIKUlJR8Q1Dmz5+Pn58fJiYmxX5PxSU7SkmSJB3Jm/WalJTEhx9+WORwn7LIeoWcLFc3Nzfc3d3Zs2eP1nW8vb358MMPiY6OxsnJiUWLFlGnTh1SU1NJTEwkODgYNzc3goODuXLlCnXq1NE6+D8zM5PTp0+zatUq5Wh6zZo11KxZk/Pnz/Pee+8RERFRaO2jRo2iXr16XLhwgTfeeAOA3377jatXr+Ll5fXY9/4kZEcpSZJUASxcuJA333wTlUpV7HVKI+sVcpKAwsPD2bZtG9OmTePSpUv5lr1//z737t1T0nhys14BOnToQGhoKEFBQcydO/eps14dHR1Rq9WF1r1hwwbi4+Np1aoV27dvJzs7m+nTp7NixYpive8nITtKSZIkHcmb9Xrq1ClmzZqFtbU1q1atYsmSJWU2L2TerFdAma7NxsYGDw+PEg3V6NKli3IUOWDAAKKioso869XAwIBhw4axa9cuHjx4wNmzZ/Hw8MDa2ppff/2V/v37l+oNPZWro5w587+HJEnPtyVL/ntUQo9mvQYHBxMbG0tsbCzTpk1j7ty5TJ48ucB6pZ31+u+//5KWlgbkTA4fGhqKvX3+WT6rV69OzZo1laPVR7Net27dSosWLdDX16dWrVr89NNPdOrUqdj7Im/W6xU6nbEAACAASURBVPnz54mJiSmwjBBCyZoVQrBv3z5atmxJ9erVuX37trLv3N3d2bdvH25ubsVu/3EqV+DA4sW6rkCSpIpizhxdV1BiRWW9FldpZ73+/vvvjB8/Hn19fbKzs5k9e3aBjhJg06ZNTJgwgeTkZGxsbNiwYQOQM/RECKFkvXbq1Ilr164VOVXWoyZNmoSPjw/29va0bNkSBwcHqlevnm8ZIQQ+Pj4kJiYihECj0bB27dpit/E0KlfWqyQzPkFmfCI/B9KzJSsri4yMDExMTLh06RIvvPACf/zxB1WqVNF1aUBlO6KUJIAXXtB1BZIklaLk5GQ8PT3JyMhACMGaNWsqTCcJsqOUKqMdO3RdgSRJpcjc3LzU03RKU+W6mQd49dVXtT4fEhLCmDFjyrkaSSdq1PjvIUmVSFERdrGxsZiamipRcrlzLT5q1apVJCcnl6jdjIwMZs+eTYsWLXB1daV9+/YcOHAAyAkBsLOzU9q9efPm073JPMLDw5kyZUqpbCsoKAhXV1cMDQ3ZuXOn8nxgYKBSu7OzMyYmJlrHgqalpfHKK6/QvHlz2rVrpwxNKY5Kd0R5/PhxYmNjC0wKqlKp2L9/v46qkiRJerzcsACAmzdv8uqrr5KYmKhcc27WrNlj52FctWoVr732mtbB/IWZP38+N27c4OzZsxgbG5OQkMCJEyeU1/39/Uv1LtFcbm5upbbdxo0bs3HjxgIZuJ6enso+u3v3Ls2bN+fFF18ssP769eupWbMmFy9e5Ntvv8XPz4/t27cXq+1Kd0R5584d+vXrV+Dh7e1N3bp1dV2eJElSsWiLsHucTz/9lPj4eDw9PfH09AQgICAAJycnHB0d8fPzK7BOcnIyX331FZ999pkyhrFu3bq8/PLLxa717t27DBw4ELVajbu7O9HR0QA4OTlx7949hBBYWFgo4efe3t4cPnyY48eP07dvXyAnUGH06NF4eHhgY2PDp59+qmz/vffew87Ojk6dOjF8+HCtgfDW1tao1Wr09Qvvtnbu3Env3r21fonYu3cvPj4+AAwZMoSjR48We79Xuo6ybt26xMTEEB0drfUhSdLzp6gQ8Yosb4QdwN9//42Liwtdu3bVmrAzZcoUGjRoQGBgIIGBgcTHx+Pn58exY8eIjIwkLCyswGnHixcv0rhxYyUnVZtRo0bh7OzMe++9p7XzWLBgAS4uLkRHR7NkyRIl5Lxjx46EhoZy7tw5bGxslJpPnjxJhw4dCmznwoULHDx4kNOnT7No0SIyMjIICwtj165dREVFceDAgae6Vvntt98yfPhwra9dv36dRo0aAWBoaEj16tW5c+dOsbZb6U69Ppq0Lz2/5s6dS8eOHcss31GqWH777TetzwshHnu6sjKoX78+cXFxWFhYEBERwcCBAzl37lyRHVxYWBgeHh7Url0bgBEjRhAUFMTAgQOL3a6/vz8NGzbkwYMHvPTSS2zZsqXAbB8hISHs2rULgG7dunHnzh0SExPp3LkzQUFBNGnShIkTJ7Ju3TquX79OzZo1qVq1aoG2vLy8MDY2xtjYmDp16pCQkEBoaCgDBgzAxMQEExMT+vXrV+za87px4wYxMTH07NnzidYvSqXrKO3s7HBwcOD69ev4+PgwceJE3vx/9s47Kqqjf+PP0otYaBoFKdIEdllAUJQqUYkoimIXEFvs0Z8NYyPmtcUSe30NoFE0YveNJSgqoAlggqiIHWmKdKQLzO8PwhXcXViQ3WV1Pufcc9Z7pzx33OV7Z+7MMwsWoKamBj/99BOsrKwkLZEiJn799VcUFRUhJCQEP//8M3R0dCQtiSJC7Ozs4OLiwrfHU1BQIAFFn059CzsWi8UMjdra2qJHjx548uTJJ7/jMzIyQmpqKoqKivgG3Tr7OjU1NYwfPx6xsbFCb4vl7OyM3bt3IzU1FWvXrsWZM2cQHh7epH0d8GkWdvz47bff4O3tDXl5eb7Xu3XrhrS0NOjo6KCqqgqFhYXQ0NAQqmypG3qdN28e9uzZg4KCAri5uWHQoEGYPHkyFi5cKHCWGOXzRE5ODrt27cLy5csREBCAn3/+mWcTXMrnQ8+ePbF//35m2LH+oampKWl5zeZjC7vs7GxUV1cDqA2gT58+haGhIU8+NTU1vHv3DgBgb2+PmzdvIicnB9XV1QgLC2Os5epQUVHBlClT8N1336GyspKp++TJk6iqqkJOTg6A2pmxFy9ehKWlJU+dTk5OOHr0KIDaCZWamppo3749dHV1kZOTw2h1dHTE5s2bGZceYejXrx8uXLiA8vJyFBcXt3hSZlhYmMBhVwDw8vJCaGgogNp3mf379+eZFCoIqQuU1dXVzBdh+PDhIIRg1KhRGDhwYIMduymfLzdv3sTNmzdRVlaGGzduoLCwEMuXL8fdu3dFMnOP0jYICgoS+CC0c+dOMatpGXUWdhYWFvj6668xcOBAxlnp1q1b4HA44HK58PHxwb59+6Curs5TxvTp0+Hh4QE3Nzd89dVX2LBhA9zc3GBlZQVbW1sMGzaMJ89//vMfaGlpwdzcHJaWlhgyZAjat2+PiooKDBo0iKm3W7dumDZtGk/+oKAg3L17FxwOB4GBgUzAAYDevXsz5upOTk7IyMhols+rnZ0dvLy8wOFw8M0334DNZvPY1wG1w8w6Ojo4efIkvv322wZ7dqakpCAtLY3nIWHVqlXMRtRTpkxBbm4ujIyMsHXrVmzYsEFojVJnYefg4ID//Oc/cHd3R3h4OBYsWICffvoJHTt2xOrVqxEbGytpiSKFWpfVPhkCwPXr1+Hm5sbzVNjaO7S3Rej3oCHBwcEICAiQtAxKCykuLka7du1QWloKZ2dnHDhwADY2NpKWxSB17yj37NmD6dOn48mTJ7C3t8ft27exbNkyZGRkYM+ePZKWRxEDdYHQz8+PmY5O+bJZvXo1DZRSzPTp05GUlITy8nL4+/u3qSAJSGGgtLa2RlxcXINzv/76q4TUUCQJDZJfFoI28yWEICsrS8xqKK3JsWPHJC2hUaQuUFIo+HfCAwBAVlZyOihiJSsrC1euXOHZvokQwnfNHoXSWkjdZB4KBXJyHw7KF8OQIUNQXFwMPT29Boe+vj5cXV0lLU8o3rx5g7Fjx6JHjx6wtbXF4MGD8eTJEwAffGC5XC7zHv5jQkJCkJmZ2aw6J02aBAMDA3C5XJiZmTV4v13/GpfLbdX1qJmZmfDx8WmVsgoLCzF06FBYWVnBwsKC2QvzY0TlW0v/0lAoFKng0KFDAq+19aE7oLbn6+3tDX9/fxw/fhwAcO/ePWRlZcHExKSBD6wgQkJCYGlpia5duzar7k2bNsHHxwfl5eUwNzeHn58fDAwMGlxrbbp27drAvPxT2L17N8zNzXHhwgVkZ2fD1NQUEyZM4LsVlyh8a6WrR1lY+OGgUChfNgUFHw4pIDIyEvLy8g3We1tZWQlcnP8x4eHhiI+Px4QJE8DlclFWVoZr167B2toabDYbkydPRkVFRaNl1C2h4+ea01iegIAAsNlsWFtbIzIyEkCty06dbai1tTXWrFkDoHZJxsGDB5GSksKsyQwJCcGIESPg4eEBY2NjLFmyhCn/0KFDMDExgb29PaZNm4Y5c+bwaGCxWHj37h0IISguLoa6ujrkxDiiJF2Bsm/fDweFQvmy8fT8cEgBDx48gK2trcDr5eXl6NWrF/r06cN3mygfHx/06tULR48eRUJCAlgsFiZNmoQTJ07g/v37qKqqwt69e/mWvXjxYnC5XOjo6GDs2LHQ1tZmri1fvhwcDgcLFizgG2h3794NFouF+/fvIywsDP7+/igvL4eTkxOioqJQWFgIOTk5xMTEAACioqL4Gg4kJCQwWk+cOIG0tDRkZmbixx9/xJ9//omYmBgkJyfz1T9nzhw8evQIXbt2BZvNxvbt2wWaozflW9sSpCtQJiV9OCgUypfN7dsfjs+AV69eIT4+HseOHcP8+fPx/PnzRtM/fvwYBgYGzGJ/f39/3Lp1i2/aTZs2ISEhAW/evMG1a9dw+982W79+PZKTkxEXF4e8vDxs3LiRJ290dDQmTpwIADAzM4Oenh6ePHnC+LzGxMTA09MTxcXFKC0txcuXL2FqaspTjru7Ozp06AAlJSWYm5vj1atXiI2NhYuLC9TV1SEvL49Ro0bx1X/lyhVwuVxkZmYiISEBc+bMQVFREU+6o0eP4v79+4iKikJUVBSOHDnSaBsKi3QFSgqFQpFSLCwscPfuXYHX6zxXDQ0N4erqin/++afVNbRr1w6urq6Ijo4GUGvEXucxGxAQ0CzDFjs7O8THxzM9SGtraxw8eFBgr/lTfF6Dg4MxYsQIsFgsGBkZwcDAgG/vk59vbWtAAyWFQqGIgf79+6OiogIHDhxgziUmJiIqKgr5+fnMsGdOTg5iYmJgbm7OU0Z9n1dTU1OkpKTg2bNnAIAjR47wWLh9TFVVFf766y/06NEDQO2OG0DtRKOzZ8826fP65MkTpKamwtTUFAoKCtDV1cXJkyfh4OAAJyenZvu82tnZ4ebNm8jPz0dVVRWzQ8nHdO/eHdeuXQNQu0zo8ePHPD64wvrWtgQaKCkUCkUMsFgsnDlzBhEREejRowcsLCywbNkydOnSBY8ePUKvXr1gZWUFNzc3BAYG8g2UkyZNwowZM8DlckEIQXBwMEaNGgU2mw0ZGRmBG0PUvaPkcDhgs9kYMWIEgNptudhsNthsNnJycrBixQqevLNmzUJNTQ3YbDbGjBmDkJAQpnfo5OQEbW1tKCsrw8nJCenp6UJPTgJqe4Dff/897O3t0a9fP+jr6/P1eV25ciVu374NNpsNd3d3bNy4kTHC53K5ACC0b21LkC6v1/qenlIkuzWhHp+g3wPQ7wEA+j34TKjzea2qqoK3tzcmT54Mb29vSctqAO1RUigUCkViBAUFgcvlwtLSEgYGBs3adFpcUMMBCoVCoUiMzZs3S1pCk9AeJYVCoYiJOps6Kysr2NjYMMs06l9rbQs7oHaii5aWFgIDAxuclxYLuzri4uIgJyfH1/GntLQUnp6eMDMzg4WFRYN7DQkJgZaWFnOf//3vf5tVL+1RUigUipiob1N35coVLFu2DDdv3uS5JoiWWtj98ccfMDExwcmTJ7F+/foGe7hKg4UdAFRXV2Pp0qUYOHCgwDSLFi2Cm5sbKisr4e7ujkuXLuGbb74BAIwZMwa7du1qUd20R0mhUCgSoKioiGcnlMb4FAu7sLAwfPfdd+jevTvu3LnTLJ1twcIOAHbu3ImRI0c2cBWqj4qKCtzc3AAACgoKsLGxQXp6erPuVRA0UFIoFIqYKCsrY3bxmDp1KlauXMlcE5WFXXl5OSIiIjB06FCMGzcOYWFhDa5Lg4VdRkYGzpw5g5kzZzbewP9SUFCACxcuwN3dnTl36tQpcDgc+Pj4IC0tTahy6qCBkkKhUMRE3fBqcnIyLl++DD8/P8aPVFQWdhcvXoSbmxuUlZUxcuRInD17FtX/7ukqLRZ28+fPx8aNGwX6u9anqqoK48aNw7x58xhTgqFDhyIlJQWJiYkYMGAA/P39myynPjRQUigUigRwcHBATk4OsrOzAYjOwi4sLAwRERHQ19eHra0tcnNzcf36dQDSY2EXHx+PsWPHQl9fH+Hh4Zg1axbfXjcATJ8+HcbGxpg/fz5zTkNDg6l/6tSpjVoJ8oMGSgqFQpEAycnJqK6uhoaGhsgs7IqKihAVFYXU1FSkpKQgJSUFu3fvZoZfpcXC7uXLl4x+Hx8f7Nmzh+96yxUrVqCwsBDbtm1rcL7uPgHg/Pnz6Nmzp9AaATrrlUKhUMRG3TtKoDY4hYaGQlZWFo8ePcK3334LGRkZ1NTUNGlhp6ysjDt37jAWdlVVVbCzs+OxsDtz5gz69+/foDc3bNgwLFmyBBUVFZgwYQKys7NBCAGXy8W+fft46pw1axZmzpwJNpsNOTk5Hgu7a9eutYqFnbq6OszMzPha2DVG3bKW9PR0rF27FmZmZrCxsQFQuz3X1KlTsWPHDpw/fx5ycnJQV1dHSEhIs+qgFnZSBrUuA/0egH4PANDvwWeCNFjYSUWPsrq6GpcvX0YogBwAegCm3b4NBweHBuuBPmcqKytx5swZhIWFoaKiAhoaGvD29gaHw5G0NLFRWlqK48eP4xSACgAcALOePYORkZGElYmPwsJChIaG4siRI6ipqYGOjg6mTp3KvN/6Enj79i0OHjyIm//+2x3AlJwcxiSbIl0EBQUhIiIC5eXlGDhwYJu0sANp4zx+/Jh0796dqKmpEQAEAGEBRFVVldjZ2ZGcnBxJSxQ5sbGxRENDo2EbsFhERUWFeHh4kJKSErFp0dPTI5aWlsTKyorY2tqKrd7Lly8TNTU10q5dO6YN5AGipKRE/Pz8yPv378WmRVIcPnyYKCsrExUVFaYNZGVliZKSElm6dCmpqamRtESRs3HjRqKkpESUlJSYNlD+93uwfft2ScujfKa06UD55s0boqGhQVgsFvOjqH/Iy8sTCwsLUlFRIWmpIuPx48cNAuTHh5KSEnF3dxfbH0k9PT2SnZ0tlrrquH37doPg8PGhoqJC/Pz8xKpJ3Jw5c6bRNlBVVSWrVq2StEyRsnPnzia/B4cOHZK0TMpnSJsOlEuWLCEKCgoCfxh1fyCOHTsmaakiY9SoUURGRqbJNrh165ZY9EgiUNrb2zd6/3UPDM+ePROrLnFRU1NDunXrJlQb5OXlSVquSCgtLW0wmiDo6NixI6msrJS03EY5c+YMAUAePXrU4LyMjAyxsrIiVlZWZOjQoXzzBgcHk4yMjGbX+f79e6KpqUmWLl3K9/rcuXOJqqpqs8ttjLi4ODJ37txWKWvLli2kZ8+ehM1mk/79+5OUlBSeNCUlJWTw4MHE1NSUmJubN7jX4OBgoqmpybTvwYMHm1V/mw2U1dXVpH379k3+MAAQGxsbScsVCQUFBQ2GmAQdLBaLeHt7i0WTvr4+sba2JjY2NmT//v0ir+/Zs2dEWVm5yTaQl5cnCxYsELkeSXDr1i2hgoSKigrZsWOHpOWKhGPHjgnVBmpqauTMmTOSltsoo0ePJo6OjjwjAMIEKhcXFxIXF9fsOn///XfSt29fYmhoyDP6FBcXRyZOnNjqgbI1uX79OvOKac+ePWT06NE8aUpKSsj169cJIYRUVFQQR0dH8vvvvxNCagPl7NmzW1x/m53MU1RUhPLycqHSPnz4sMEswM+FrKwsxrWjMQgheHjmTMNZgK1BSQmgotLgVHR0NLp164a3b99iwIABMDMz+7BuqqICCAwEPlrD9Ck8BaAAoKyJdO/fv8fZs2ebPbVcGvj7778FenjWp7S0FKGhocjLyxODKvESGRmJ4uLiJtOVlZXhyZMnYlDUMoqLixEdHY3IyEgMHTq0WX+36nu91i0PuX37NhYtWsQsD9m7d2+DpSB11Hm97t27F3fu3EHfvn0B1E6UXLx4MY4dO4YzZ87wrTcvLw+TJ0/GixcvoKKiggMHDoDD4YDNZiMqKgodOnSApqYmfv75Z/j5+cHPzw++vr6Ql5fH5s2bcfHiRQQFBSE1NRUvXrxAamoq5s+fj3nz5gEAfvzxR/z666/Q0tKCrq4ubG1tsWjRogYa6jxcAaBPnz749ddfeXR+kV6vCgoKjM1SU8jKyopYjWSQlZVFTU2NUGl5fxqioW52pba2Nry9vZvl5NESFFDbVRAGObk2+9z3ScjKygo9u/tzbQM5OTmh2kBWVpZvoGgrnDt3Dh4eHjAxMYGGhkYDhxhJeL3u2rULXl5e+OqrrwRqXr16NaytrZGYmIh169bBz88PANCvXz/ExMTg4cOHMDQ0RFRUFAA0CMT1SU5OxpUrVxAbG4sffvgB79+/R1xcHE6dOoV79+7h0qVLiI+Pb7INDx06xOwIIogvxutVRUUFFhYWTaZjsVgwNjYWgyLxo66uDgUFhSbTKQEYIXo5KCkpYVxBSkpKcPXqVb5OHq1JbwDCGF0pKCjwXaD9OaCvry/UQ6OCggLj+/m50aNHD6EeAmRkZDBgwAAxKGoZYWFhGDt2LABg7NixDYKWuL1eMzMzcfLkScydO7fReqKjo+Hr6wsA6N+/P3Jzc1FUVMR4vd66dQszZ87E/fv3kZGRgU6dOkFVVZWnHE9PTygqKkJTUxPa2trIyspCTEwMhg0bBiUlJaipqWHo0KGNavn1118RHx+PxYsXC0wjCq/XNv34uWzZMkydOhUlJSUC0ygpKSE0NBRWVlZiVCY+VFVVERQUhLIywYOPLGVlzHjxAujSRaRasrKymIXAVVVVGD9+PDw8PD4kUFQEfv659mglVAH4zZyJ4ODgRocfFRUVcezYMah8NFT8ufDo0SNEREQ06o+ppaWFkJAQoYyjpZGYmBgkJSUJfB0hIyMDS0vLNvvAlJeXh+vXr+P+/ftgsViorq4Gi8XCpk2bwGKx+Hq99ujR45PrDQsLQ3R0NPT19QGA8XqtrKzEs3rrkEtLS2FkZMRY4jWFs7Mzdu/ejdTUVKxduxZnzpxBeHi4QGeeT/F6BYCIiAisXbsWN2/ebHTUQJDXax1Tp05tsM2XULT47aYYqKmpIaNHjxY4JVxFRYX85z//kbRMkVJZWUmcnJwETmhRVlYmoaGhkpYpUoqKikjPnj2JoqKiwO/BlStXJC1TpLx+/Zp89dVXRE5Ojm8btGvXjty9e1fSMkVKcnIy6dixI99Z4DIyMkRdXZ28ePFC0jIFsn//fjJ9+vQG55ydncnNmzdJXl4eKS8vJ4QQkp2dTYyMjMjDhw95yhgyZAgzYaWsrIzo6uqSp0+fEkII8ff3J9u2bWuQvrCwkGhpaTFlE0LIL7/8QgICAnjKFjSZZ+7cuWTNmjWEEEIiIyMJl8tlrhkbGzPrqTds2EB0dHTI2bNnmbSenp6EEEJWr15NNm3axOSzsLAgL1++JLGxscTa2pqUlZWRd+/eEWNj4wbp6vj777+JoaEhefLkCV+NdSxfvpyMGDGCVFdXNzifmZnJfD59+jTp3bt3o+V8TJsOlITUzn7duHEj0dTUJGoA6QAQVYDo6+t/1stC6lNRUUECAwNJ+/btSft/20AFIJaWluTSpUuSlicWioqKyMyZM4mKigpRVFQkioqKRE5OjvTu3Zvcvn1b0vLEwps3b8j48eOJkpJSgzb4+uuvyYMHDyQtTyw8f/6cDBkyhCgqKpIO//4WlADi7e1NXr16JWl5jeLq6srze92+fTuZMWMGiYmJIZaWloTD4RBLS0vy3//+l28Z4eHhxMTEhFhZWZHS0lISERFBuFwusbS0JAEBAQ0CIiGEhISEkDFjxjQ4l5ubSzQ1NXnSCgqUubm5ZNiwYYTNZpPevXuTe/fuMdcmTpxIxo0bRwghJCYmhrBYLMYERphAWXfN2NiYODo6khEjRpADBw7waHB3dyfa2tp8l89YWVkRQghJS0sjAIiZmRnPMpDAwEBibm5OOBwOcXV15Vma0xRS4/VaXV2NWDk5FADoAoBbU/PF2NfVUVFRgb+UlFCCWhs/c+n4r2tVSkpKMHv2bFRVVUFDQwPbt2+XtCSxk5+fj/nz56OmpgZaWlrYunWrpCWJnaysLCT++6qBC0DrC/wtfC7Ueb2WlpbC2dkZBw4cYEzN2wpt+h1lfWRlZeFQ/8QXFiSB2jF+4Tew+TxRVVWFgYGBpGVIlE6dOjGTFL5UOnfujLY7ZYfSHKZPn46kpCSUl5fD39+/zQVJQIoCJYVCoVA+P44dOyZpCU3yeU6Po1AoFAqllaCBkkKhUMTI2bNnwWKxkJyczHOtqKgIOjo6mDNnDt+827ZtQ2lpabPqc3V1hampKbhcLnr27IkDBw7wpPHy8mr1NdHnz5/Hhg0bWrXMLVu2gMViIScnh+91WVlZcLlccLlceHl5tVq9NFBSKBSKGAkLC4Ojo2MDs4E6Vq5c+cESkg8tCZQAGDefmJgYLF26FJWVlcy106dPo127ds0usym8vLwQGBjYauWlpaXh6tWr6N69u8A0ysrKSEhIQEJCAs6fP99qddNASaFQKGKizuv10KFDOH78eINrd+/eRVZWFgYOHMg3744dO5CZmQk3NzfG0zQsLAxsNhuWlpZYunSpUPWrqqoytp/FxcXYunUrVqxYITBPSkoK+vfvDw6HA3d3d6SmpqK6uhoGBgYghKCgoACysrKMK5CzszOePn2KkJAQpmc8adIkzJs3D3379oWhoSHCw8MBADU1NZg1axbMzMwwYMAADB48mLn2MQsWLMBPP/0kkdUONFBSKBSKmBDk9VpTU4OFCxdi8+bNAvPOmzcPXbt2RWRkJCIjI5GZmYmlS5fi+vXrSEhIQFxcHF+PWACYMGECOBwOTE1NsXLlSiZQrly5EgsXLmzU0Wru3Lnw9/dHYmIiJkyYgHnz5kFWVhampqZISkpCdHQ0bGxsEBUVhYqKCqSlpfG1FX39+jWio6Nx8eJFpqd5+vRppKSkICkpCUeOHMGdO3cEtlu3bt2adGBryi+3pdBASaFQKGJCkNfrnj17MHjwYOjo6AhdVlxcHFxdXaGlpQU5OTlMmDCBr9crUDv0mpiYiNTUVGzevBmvXr1CQkICnj9/zthSCuLOnTsYP348AMDX1xfR0dEA0MDrddmyZYiOjkZcXBzs7Oz4ljN8+HDIyMjA3NwcWVlZAGp9ZEeNGgUZGRl06dKlwS4hdZSWlmLdunVYs2ZNk23SXL9cYaHLQygUCkUMNOb1eufOHURFRWHPnj0oLi5GZWUl2rVr1+qTYbS0tGBjY4O//voLubm5iI+Ph76+PqqqqvD27Vu4urrixo0bQpXl7OyMvXv3IjMzE2vWrMGmTZtw48YNobxem+Nz8/z5c7x8+ZLpTaanp8PGxgaxsbHo8pG/taj8cmmPkkKhUMRAeHg4fH198erVK6SkpCAtLQ0GBgaIvxc6jAAAIABJREFUiorC0aNHkZqaipSUFGzevBl+fn58g6Samhqzg4+9vT1u3ryJnJwcVFdXIywsDC4uLo1qKC0tZYLHzJkzkZmZiZSUFERHR8PExIRvkOzbty/zPvXo0aNMILS3t8ft27chIyMDJSUlcLlc7N+/v9HJSB/Tr18/nDp1CjU1NcjKyuJbP5vNxtu3b5GSkoKUlBTo6Ojg77//5gmS+fn5zMYJOTk5iImJaTWDfBooKRQKRQyEhYXxDHOOHDmS7+xXQUyfPh0eHh5wc3PDV199hQ0bNsDNzQ1WVlawtbXFsGHD+OabMGECuFwubG1tMWnSJNja2gpd586dOxEcHAwOh4MjR44wtpGKiorQ1dVFnz59ANQOxb579w5sNlvoskeOHAkdHR2Ym5tj4sSJsLGxadbm6/Hx8Zg6dSqA2h12evXqBSsrK7i5uSEwMLDVAqXUeL0CaGhbJ0WyWxXaBg12hV+9erUElUgO2gagv4XPhDqv19zcXNjb2yMmJoantyhp6DtKCoVCoUiMIUOGoKCgAJWVlVi5cmWbC5IADZQUCoVCkSDCTh6SJPQdJYVCoYiJOos1Kysr2NjY4Pbt2w2ui9vCzsPDA1ZWVrCwsMCMGTNQXV3d/JsSQGta2C1evBhmZmbgcDjw9vZGQUEB33T6+vpgs9ngcrno1atXq9QN0EBJoVAoYqPOYu3evXtYv349li1b1uC6uC3sfvvtN9y7dw8PHjxAdnY2Tp482eyyBdGaFnYDBgzAgwcPkJiYCBMTE6xfv15g2sjISCQkJCA+Pr5V6gakLVCGh384KBTKl83evR8OKaSoqAidOnVi/i0JC7v27dsDAKqqqlBZWcnXHq4tWNgNHDgQcnK1bwr79OmD9PT0Ju+1NZGuQDly5IeDQqF82cyY8eGQEsrKysDlcmFmZoapU6di5cqVACRnYQcAgwYNgra2NtTU1ODj48OTty1Y2NXnl19+wTfffMP3GovFwsCBA2Fra8t3l5SWIl2BkkKhUKSYuqHX5ORkXL58GX5+fiCESMTCro4rV67g9evXqKiowPXr13nyStrCrj5r165l7pUf0dHR+Pvvv3Hp0iXs3r1bYHs0FxoopY358z8cFApFanFwcEBOTg6ys7Nx584d7Nq1C/r6+li0aBEOHz7cqltU1VHfwq4+SkpKGDZsGM6dOyd0Wc7OzoiKikJsbCwGDx6MgoICkVjY1RESEoKLFy/i6NGjAncQqbOw09bWhre3N2JjY5tdDz9ooJQ2Nmz4cFAoFKklOTkZ1dXV0NDQkIiFXXFxMV6/fg2g9h3l//73P5iZmfHkkbSFHQBcvnwZP/30E86fPy9wp5OSkhKmbUpKSnD16tVW24xa6tZRjh8/HseOHeM5Hx0djeDgYBw6dEgCqsRIvacyCoUiXdS9owRqe1WhoaEN3hc2RZ2FXd27yjoLO0IIPD09G7WwU1ZWRkVFBWNhl5WVBS8vL1RUVKCmpgZubm6Ywed9786dOxEQEIBNmzZBS0sLwcHBAPhb2NVNLhKWkSNH4tq1azA3N4eurq5AC7s5c+agoqICAwYMAFA7oWffvn3IzMzE1KlT8fvvvyMrK4uxCKyqqsL48ePh4eEhtJbGkC4LOwBdu3bF7du3ebre+fn5GDRoEDP2Tfl8ofZttA0onw/Uwk4E5ObmYujQoXzHqDt37iwBRRQKhUJpKdTCTgR07twZ9+/fl7QMiZOVlYX09HTIycnBwMCAWQ9FoXyuFBYWYv369Th79izevn0LFosFbW1tDBs2DIGBgejYsaOkJVJaALWwEwH1h5y+RO7duwcXFxc4ODigT58+mD59OqytrTFp0iQUFhZKWh6FIjJGjx6NTp064caNG8jLy0Nubi4iIyPRqVMnjB49WtLyKJ8xUhco3717h+zsbADAkydP4OjoiE6dOsHe3h6JiYkSVid6pk6dioMHD+LFixe4c+cOzM3N8fz5c7i4uDD7slEonyMpKSlYunRpg6G5Ll26YOnSpQ3WBbZlBHm9vnr1CjY2NuByubCwsMC+ffv45m9Nr9fS0lJ4enrCzMwMFhYWrb4cJT4+HvPmzWuVsioqKjBmzBgYGRmhd+/eSElJ4ZtOVF6vIFKGiYkJ83ngwIHk3LlzhBBCoqKiiIODg6RkiQ0rK6sG/7a2tmY+m5mZiVuORAgKCmKOL5UvsQ0GDBhANm7cSN68ecOce/PmDdmwYQNxd3eXoDLhUVVVZT5fvnyZODs7E0IIqaioIOXl5YQQQt69e0f09PRIRkYGT349PT2SnZ3drDpdXFxIXFwcIYSQ3Nxc0rFjR1JRUUFKSkrI9evXmfodHR3J77//3qL7EjW7d+8m3377LSGEkLCwMDJ69Gi+6VrSPsIgdT1KFouFmpoaAEBeXh68vLwAAI6OjigpKZGkNLFgaGiIH374AdHR0Zg/fz7z1FRVVQUZGan776RQhObEiRPIzc2Fi4sL1NXVoa6uDldXV+Tl5bWqmbe4qO/1qqCgwCzIr1uu8TGt7fWqoqLClKOgoAAbGxu+Hqp5eXkYPnw4OBwO+vTpw4zcsdlsFBQUgBACDQ0NHD58GADg5+eHP/74Azdu3MCQIUMAAEFBQZg8eTJcXV1haGiIHTt2MOX/+OOPMDU1haOjI8aNG8fXxu/cuXPw9/cHAPj4+ODatWstMi1oKVL3l3XEiBEICAjA06dP4eXlha1btyI9PR0hISHQ19eXtDyRExwcjNLSUmzcuBEdOnTA9u3bAdQOo/zyyy8SVkehiI5OnTph48aNSE5ORl5eHvLy8vDo0SNs3LhRoMdpW0OQ1ysApKWlgcPhQFdXF0uXLkXXrl0b5BWV1ysAFBQU4MKFC3B3d+fJu3r1alhbWyMxMRHr1q2Dn58fgFqzgJiYGDx8+BCGhoaIiooCUGt517dvX55ykpOTceXKFcTGxuKHH37A+/fvERcXh1OnTuHevXu4dOmSwB0/MjIyoKurCwCQk5NDhw4dkJuby5NOVF6vUjfrdd26dQgJCYGvry+eP3+OyspKHDp0CCNHjsTRo0clLU/kdOjQARs3buQ53759e/Tu3VsCiigUybN69WoEBARIWkaT1Hm9ArUBxc/PDw8ePACLxYKuri4SExORmZmJ4cOHw8fHp9Elb/W9XgEwXq/Dhw/nSXv06FH06tUL2dnZ6Nu3Lzw8PKCnpwegdjRq3LhxmDdvHgwNDXnyRkdH49SpUwCA/v37Izc3F0VFRYzXq56eHmbOnIkDBw4gIyMDnTp1gqqqKk85np6eUFRUhKKiIrS1tZGVlYWYmBgMGzYMSkpKUFJSwtChQ5vfqB9p7datG96+fYsBAwbAzMysWU5BgpC6QAnUbtkyadIkScugUChihMPh8D1PCJFKo5H6Xq/a2trM+a5du8LS0hJRUVF8d/P4FOp7vdYFyunTp8PY2Bjzm+kf7ezsjN27dyM1NRVr167FmTNnEB4eLpTXq6ysLKqqqoSuq1u3bkhLS4OOjg6qqqpQWFgIDQ0NvumAhl6vrREopW7o9YuntPTDQaF8QWRlZeHw4cO4cOECz8Hvj2Zbp77Xa3p6OsrKygDUuoxFR0fD1NSUJ09rer0CwIoVK1BYWIht27YJzOPk5MSM1t24cQOamppo3749dHV1kZOTg6dPn8LQ0BCOjo7YvHlzs71eL1y4gPLychQXF+PixYt803l5eSE0NBQAEB4ejv79+/OYzlCvV8oH6g9pSJf7IIXySQwZMgTFxcWMV2p9XF1dxS+oBQjyen306BEWLlwIFosFQggWLVrE1zO1Nb1e09PTsXbtWpiZmcHGxgZArafqx8vM6ibicDgcqKioMAELAHr37o3q6moAtQF12bJlcHR0FLo97Ozs4OXlBQ6Hg86dO4PNZvP1ep0yZQp8fX1hZGQEdXV1xqSder1S+FP/KeoL/a+jPqe0DSifD3Ver6WlpXB2dsaBAweYwN1WkK4eZXHxh8/t2klOB4VCkTwVFR8+0111pJbp06cjKSkJ5eXl8Pf3b3NBEpC2QGlh8eGzlDhxUCgUEVFvAgyofaPUwm/bxLaGdE3mSU39cFAolC+boqIPh5QgyMIuISEBDg4OsLCwAIfDwYkTJ/jmDwkJQWZmZrPqnDRpEgwMDJj1m/WH7Xft2gUjIyOwWCzk5OS0/Mb4kJmZ2eqzdusQVndde3O5XMacpiVIV4+SQqFQpJj66yivXLmCZcuW4ebNm1BRUcHhw4dhbGyMzMxM2NraYtCgQTw7ooSEhMDS0pLHjKApNm3aBB8fH5SXl8Pc3Bx+fn4wMDBAv379MGTIEJFMhuratSvCw8NbvVwAQuuu396fgnT1KCkUCuUzob6FnYmJCYyNjQHUBhhtbW1m84c6wsPDER8fjwkTJoDL5aKsrAzXrl2DtbU12Gw2Jk+ejIr67235UF5eDgCMIYC1tXWTjmbl5eUICAgAm82GtbU1IiMjAdQaCNTZ2VlbW2PNmjUAgFWrVuHgwYNISUlhlmeEhIRgxIgR8PDwgLGxMZYsWcKUf+jQIZiYmMDe3h7Tpk3DnDlzmmw7YXS3JjRQUigUiphozMKujtjYWFRWVjJrHevw8fFBr169cPToUSQkJIDFYmHSpEk4ceIE7t+/j6qqKuzdu5dvvYsXLwaXy4WOjg7Gjh3bwOCgKXbv3g0Wi4X79+8jLCwM/v7+KC8vh5OTE6KiolBYWAg5OTnExMQAAKKioviupUxISGC0njhxAmlpacjMzMSPP/6IP//8EzExMUhOThZalzCUl5ejV69e6NOnzyfZHNJASaFQKGKibigwOTkZly9fhp+fXwNz79evX8PX1xfBwcFNbnLw+PFjGBgYwMTEBADg7++PW7du8U27adMmJCQk4M2bN7h27RrzblQYoqOjMXHiRACAmZkZ9PT08OTJE8bCLiYmBp6eniguLkZpaSlevnzJ1yzB3d0dHTp0gJKSEszNzfHq1SvExsYyJvfy8vIYNWqU0LqE4dWrV4iPj8exY8cwf/58PH/+vEXl0EBJoVAoEqC+hR1QOxTr6emJtWvXok+fPiKps127dnB1dUV0dPQnl2VnZ4f4+HimB2ltbY2DBw/C1taWb/pPsbAbNGgQuFxus/fcrbO0MzQ0hKurK/75559m5a+DBkoKhUKRAPUt7CorK+Ht7Q0/P79GZ4rWt7AzNTVFSkoKnj17BgA4cuRIkxZ2VVVV+Ouvv3iGdRujvoXdkydPkJqaClNTUygoKEBXVxcnT56Eg4MDnJycmm1hZ2dnh5s3byI/Px9VVVWM+frHXLlyBQkJCfjvf/8rdNn5+fnMO9ucnBzExMTA3Nxc6Pz1oYGSQqFQxETdO0oul4sxY8YwFna//fYbbt26hZCQEOY6v9makyZNwowZM8DlckEIQXBwMEaNGgU2mw0ZGRnMmDGDb7117yg5HA7YbDZGjBgBoHaPSx0dHaSnp4PD4fDtsc2aNQs1NTVgs9kYM2YMQkJCmN6hk5MTtLW1oaysDCcnJ6Snpws0RedHt27d8P3338Pe3h79+vWDvr4+Xwu7jxGkOz4+nvn86NEj9OrVC1ZWVnBzc0NgYGCLA6V0WdhR+zbaBqD2bQBtAwD0t/CZUGdhV1VVBW9vb0yePJnxbG0r0B4lhUKhUCRGUFAQuFwuLC0tYWBgwHc/TUlDDQcoFAqFIjE2b94saQlNQnuUFAqFQqE0Ag2UFAqFIiYEeb0CgIeHBzp27IghQ4YIzN8Sr1egttdmZmYGLpcLOzs7HD58GID0er1OmTIFVlZW4HA48PHxQXH9naXqsX79ehgZGcHU1BRXrlxpcX00UFIoFIqYqDMcuHfvHtavX49ly5Yx1xYvXowjR440mr8lgXLfvn34448/EBsbi4SEBFy7do0xOejXrx8iIiKgp6fX/JtpAlF6vf7888+4d+8eEhMT0b17d+zatYsnTVJSEo4fP46HDx/i8uXLmDVrFrPJdHOhgZJCoVAkQH2vV6DWuUZNTU1g+pZ6va5btw579+5F+/btAQDt27eHv78/AOn1eq27F0IIysrKwKo/A/pfzp07h7Fjx0JRUREGBgYwMjJCbGxsk2XzgwZKCoVCERPCeL0KoiVer0VFRXj37h0MDQ1brLmter0GBASgS5cuSE5Oxty5c3muZ2RkQFdXl/m3jo4OMjIyWtACUhIoi4uLsX//ftgBMAbgCuDkyZN4//69ZIWJkby8PGzevBnWAEwAeAC4dOkSampqJKxMfLx+/RqrV6/Gnj17sHPnThw/fhy3bt2CNC0F/lRevHiBBQsWYPfu3di5cydOnz6Nv//+W9KyxMrDhw8xbdo09ATQE8BMoNXNtEVFU16vzaE5Xq+fQlv1eg0ODkZmZiZ69uwpcP/O1qLNB8rY2Fjo6upi4cKFiAfwDMBN1L7MNTY2xqtXrySsUPRcvnwZ3bt3x+rVq5EA4CmAKwBGjx4Na2tr5ObmikXH48ePGdcQLpeL9u3bY9u2bWKpOzQ0FD169MBPP/2Et2/fIjc3F8nJyRg8eDC+/vprlJaWikUHUPt+xMLCApaWlhg3bhyzdZGoWb9+PSwsLLB7925kZ2cjNzcX9+/fh5OTE8aPH98s78xPZfv27bC0tISFhYXYvgOEEMyZMwd2dnYIDg5GMoBkAP8FYGNjg8WLF0vVQ9PHXq+ioH379mjXrh1evHjR6mW3Ba9XWVlZjB07lq/1Xbdu3ZCWlsb8Oz09nfF+bTakDfPy5UuipqZGAPA9ZGRkiI6ODikuLpa0VJFx9+5doqKiIrAN5OXliZWVFamurharrqqqKtK5c2eSkpIi8rouXbpElJWVBbaBkpIS8fDwELkOQghJT08n+vr6pLS0lBBCyKhRo0hwcLDI6z1w4ECj3wMVFRXy7bffilwHIYTcv3+fWFhYkJKSEvL+/Xvi7u5Onj59KvJ6V6xY0WQbrFu3TuQ6PgVVVVXm86NHj4iGhgapqqpizkVGRhJPT0+B+YcMGUKuX79OCCGkrKyM6OrqMm3v7+9Ptm3bxpNn9+7dxMPDgxQWFhJCCHn37h0JDQ1tkEZPT49kZ2fzrXPLli1k8uTJhBBCHj9+TLp3707Ky8sJIYS4uLiQHj16kNLSUnL8+HGio6PDaHj58iWxsLAghBASHBxMZs+ezZTp6elJIiMjSXp6OtHT0yN5eXnk/fv3xNnZuUE6ftTU1DD3XFNTQxYuXEgWLlzIk+7BgweEw+GQ8vJy8uLFC2JgYNCgrZtDm+5Rbty4EWVlZQKv19TUID8/H8eOHROjKvGyYsWKRntL79+/x/Pnz3H16lUxqgKuXbuGHj16iGS23McsWrSo0e9BeXk5bt26hfv374tcC1BrLF1WVoaqqiqUlpY2e7f55lJdXY3vv/++0e9BaWkpQkND8ebNG5FqAWo9NHv37g0VFRXIycnBxcUFp0+fFmmd7969w5YtW5psg3Xr1jX6XZE0grxegVrf1FGjRuHatWvQ0dHhu5yhJV6vM2fOhJubG+zs7GBpaQknJydmCy9p9HolhMDf3x9sNhtsNhuvX7/GqlWrAADnz59nPltYWGD06NEwNzeHh4cHdu/ezbR1s2lReBUDVVVVjT491j/Mzc0lLVck5OTkEEVFRaHaQFw9qjoCAgLIzp07RV7Pw4cPhfoeyMrKkhkzZohcDyGEbNu2jaiqqhJNTU0yfvx4kdd39erVRkdW6g4lJSXy008/iVxPUlISMTY2Jjk5OaSkpIT06dOHzJkzR6R1/vLLL0RVVbXJNmjXrh0JCwsTqRZK6/Lu3TtCCCHv378nQ4YMIadPn5awIl7arIVdUVGR0GPYz58/b2AS/bmQlZUldNrnly83NIluDUpKABUVntOVlZU4f/481q9f3/BCRQUQGAi04jurVwDkhUhXXV2NJ/v2Afv2tVrdAICqKqDeU2h+fj7OnTuHly9fomPHjhg1ahR+/fVXZrIDCgqAUaOAiIhWk/AKgDCrv8rLy/FkyRKg3tT7T8bEBIiLA/6djg8APXv2xNKlSzFw4ECoqqqCy+U2fFIvKAC++Qb4889Wk5ECoESIdOXl5V/EvIXPiaCgIERERKC8vBwDBw6kXq/NQVlZWejFoXJybfY2Pgl5eXmhZ7WqilhLfS5dugQbGxt07txZ5HWporarIAyCV6C1HhERETAwMICWlhYAYMSIEbh9+/aHQCkCVCHcrDsWgKY3KGodpkyZgilTpgAAvv/+e+jo6Ii0vnaofWBqap67nJwcVFXF+WugfCrU6/UTUFJSQu/evZtMJyMj0+I9xto6nTp1ggqfHt3HqAAQ3Z9pXsLCwjBu3Dix1NUbwgVKNQDjRawFALp3744///wTpaWlIITg2rVr6Nmzp0jrHICmAwRQ+z0YIVIlH3j79i0AIDU1FadPn8b48aJt/SEQ/qne09NTlFIoXyKSHvttjP/9739NvpdQVlYmT548kbRUkbFv374m39GpqqqSvLw8segpLi4m6urqpKCgQCz1EUJIYGBgo7NeARBNTU1SWVkpFj2rVq0ipqamxMLCgkycOJGZAShKxowZ0+j7ahkZGWJqakpqampEroUQQhwdHUnPnj0Jh8MhERERYqnTwcGByMnJNToD3N3dXSxaWsrr16/JmDFjiKGhIbGxsSHffPMNefz4MSGEkEGDBpEOHTo0Ous1ODiYZGRkNKtOf39/oq+vTzgcDjE2Nia+vr4kLS2Nuf79998THR2dBjNyW4u4uDgyd+7cVi+XEEIqKirItGnTiLGxMTE1NSXh4eF8061bt4706NGDmJiYkMuXL7eorjYdKAkh5P/+7/8EBksVFRWxTM2XJNXV1WT06NF8gyWLxSIqKirk0qVLkpYpUioqKoiTkxPfNpCRkSFqamokNjZW0jJFSmFhIenZsydRUlLiaQM5OTmioaFBnj17JmmZIiUjI4N07dqVyMvL87SBgoIC0dPTI1lZWZKWKZCamhrSp08fsnfvXuZcQkICuXXrFiGEkIiICHL+/PlGA6WLiwuJi4trVr3+/v7k5MmTjIatW7cSY2NjUlFRQQgh5M6dOyQzM1MkgVKUrFq1iixfvpwQUvt3kt/ylocPHzZYImJoaNiiJSJtPlASQsiJEyeIubk5UQJIe4AoAsTJyYncuHFD0tLEQnV1Ndm3bx/R09Mj8vLyRFFRkcjKypLBgweTu3fvSlqeWKisrCQbN24k2traRF5enigoKBA5OTkyevRo5on8c+fdu3dk+fLlpGPHjkRBQYFpg6lTp5L09HRJyxML2dnZZM6cOaRdu3ZMGygoKJD58+eLbVSlpVy7do04OTk1mqaxdZQnT54kqqqqxMTEhFhZWZHS0lISERFBuFwusbS0JAEBAXxHN+oHyjqcnJzI2bNnG5xrLFDm5uaSYcOGETabTXr37k3u3btHCCHE0tKS5Ofnk5qaGqKurs6sz/T19SVXr15tcD+rV68mAQEBxMXFhRgYGJDt27cz5a9Zs4aYmJiQfv36kbFjx5JNmzY12k6EEKHW0K9bt67B2tqBAweS27dvN1n2x0hFoKwjFSCJAHnTtkeMRUZNTQ2ZN28emTlzJlmyZImk5UiE6upqMnfuXDJz5kwSGBgoaTkSobKyksyZM4fMmjWLfP/995KWIxHKysrI7NmzyezZs8mKFSskLUcotm/fTubPn99omqYMB+r3KMvKyoiOjg7zoOjr60t+/vlnnjz8AuV3331HNmzY0OBcY4Fyzpw5JCgoiBBSG/CtrKwIIYR8++235OLFi+T+/fukV69eZOrUqYQQQoyMjEhxcTFPoHRwcCDl5eUkOzubqKurk8rKShIbG0usrKxIWVkZKSoqIkZGRk0Gyvz8fKKjo0MWLFhArK2tiY+PD3nz5g1PutmzZ5MjR44w/548eTJPWwhDm53Mww9dAGwAop9r2TZhsVhQV1dH586dhZrk8zkiIyMDDQ0NdO7cGUpKSpKWIxHk5eWhqakJbW1tKCgoSFqORFBSUoKWlha0tLQ+21nvTfEpXq+kmVZ/0dHR8PX1BQD0798fubm5KCoqYvxeb926hZkzZ+L+/fvIyMhAp06d+M4+9vT0hKKiIvP9zcrKQkxMDIYNGwYlJSWoqalh6NChTeqpqqpCeno6+vbti7///hsODg5YtGhRs+6pOUhVoKRQKBRpxcLCAnfv3pW0DADAP//80yqztZ2dnREVFYWoqCi4urpCS0sL4eHhAt15Wur3Wl1dzTgarVq1ChoaGlBRUcGIEbXzvEeNGsV3c4DW8nulgZJCoVDEQP/+/VFRUYEDBw4w5xITExEVFSV0GWpqanj37h0AwNTUFCkpKXj27BkA4MiRI3BxcWk0PyEEO3bswOvXr+Hh4SF0vU5OTjh69CgA4MaNG9DU1ET79u2hq6uLnJwcPH36FIaGhnB0dMTmzZv5brMliH79+uHChQsoLy9HcXExLl68yJNGVlYWCQkJSEhIwJo1a8BisTB06FDcuHEDQK2lJr9lgl5eXjh+/DgqKirw8uVLPH36FPb29kJrq4MGSgqFQhEDLBYLZ86cQUREBHr06AELCwssW7YMXbp0ASA6r1cAWLx4MaysrGBiYoK4uDhERkYyw/ZLliyBjo4OSktLoaOjg6CgIJ78QUFBuHv3LjgcDgIDAxEaGspc6927NzP86+TkhIyMDDg6OgrdLnZ2dvDy8gKHw8E333wDNpvdpN8rUOsFHhQUBA6HgyNHjmDLli0AROP3yiLNHayWJPUt2qRIdmtS36pv9erVElQiOWgb0DYAaBt8ThQXF6Ndu3YoLS2Fs7MzDhw4ABsbG0nLYvgy34JTKBQKpc0wffp0JCUloby8HP7+/m0qSAI0UFIoFApFwrT1rRLpO0oKhUIRE7KysuByubCwsICVlRW2bNnCbHyQm5sLNzc3tGvXDnPmzBFYxrZt2xrdl5Mfrq6uMDU1ZWaO+vjHh7szAAAgAElEQVT4AABu3boFGxsbyMnJITw8vOU3JoDBgwejoKCg1csVpDshIQEODg6wsLAAh8PBiRMn+OavqKjAmDFjYGRkhN69eyMlJaXR+miPkkKhUMSEsrIyEhISANQay48fPx5FRUX44YcfoKSkhB9//BEPHjzAgwcPBJaxbds2TJw4sdlrqY8ePYpevXo1ONe9e3eEhISIbAeP33//XSTlCtKtoqKCw4cPw9jYGJmZmbC1tcWgQYPQsWPHBukOHTqETp064dmzZzh+/DiWLl0qMKgCtEdJoVAoEkFbWxsHDhzArl27QAiBqqoqHB0dGzXS2LFjBzIzM+Hm5gY3NzcAtbv5sNlsWFpaYunSpc3SoK+vDw6HAxmZxkPB1q1bYWlpCUtLS2z7d7/ZTZs2YceOHQCABQsWoH///gCA69evY8KECUz5OTk5SElJQc+ePTFt2jRYWFhg4MCBKCsrAwDExcWBw+GAy+Vi8eLFsLS0bLFuExMTGBsbAwC6du0KbW1tZGdn8+Q/d+4c/P39AQA+Pj64du1aoyYMNFBSKBSKhDA0NER1dTWzbVlTzJs3D127dkVkZCQiIyORmZmJpUuX4vr160hISEBcXBzOnj3LN++ECROYodfFixcLrfHu3bsIDg7GX3/9hT///BMHDx7EP//8AycnJ2YNaHx8PIqLi/H+/XtERUXxXUf59OlTzJ49Gw8fPkTHjh1x6tQpAEBAQAD279+PhISEFi3dEERsbCwqKyvRo0cPnmsZGRnQ1dUFULuHaYcOHZCbmyuwLBooKRQKRUqJi4tjHHHk5OQwYcIEgTZ2R48eZRbtb9q0Seg6oqOj4e3tDVVVVbRr1w4jRoxAVFQUbG1tcffuXRQVFUFRUREODg6Ij49HVFQUX2ceAwMDcLlcAICtrS1SUlJQUFCAd+/ewcHBAQBabV/T169fw9fXF8HBwU32loWBBkoKhUKREC9evICsrCy0tbUlLaXZyMvLw8DAACEhIejbty+cnJwQGRmJZ8+e8bXHa6l9HQAsX76c6Q03RVFRETw9PbF27Vr06dOHb5r61nZVVVUoLCyEhoaGwDJpoKRQKBQJkJ2djRkzZmDOnDlg1TdTaYL6Nnb29va4efMmcnJyUF1djbCwsCZt7JqLk5MTzp49i9LSUpSUlODMmTNMj9HJyYmxrHNycsK+fftgbW0t9P107NgRampq+OuvvwAAx48f55tu7dq1TG+4MSorK+Ht7Q0/Pz9mZi8/vLy8GHeh8PBw9O/fv1HNdNYrhUKhiImysjJwuVy8f/8ecnJy8PX1xf/93/8x1/X19VFUVITKykqcPXsWV69e5fEwnT59Ojw8PJh3lRs2bICbmxsIIfD09MSwYcP41j1hwgQoKysDADQ1NREREYG4uDh4e3sjPz8fFy5cwOrVq/Hw4cMG+WxsbDBp0iTGI3Xq1KmwtrYGUBso165dCwcHB6iqqkJJSUmgIbogDh06hGnTpkFGRgYuLi5C2dcJ0v3bb7/h1q1byM3NRUhICAAgJCSEMVPv1asXvLy8MGXKFPj6+sLIyAjq6uoCA3Qd1MJOyqC2XbQNANoGAG2Dz4U6+zoA2LBhA16/fo3t27dLWFVDpKtHefWqpBVQKBQKpRX53//+h/Xr16Oqqgp6enpMT7AtIV2BcsAASSugUCgUSisyZswYjBkzRtIyGoVO5qFQKBQKpRFooKRQKBQxUef1Wnds2LABALBr1y4YGRmBxWIhJyeHb96EhIRmW8LduHEDHTp0aFBnREQE0tLS4ObmBnNzc1hYWLT6O8Hz588z99baTJ48Gdra2jwOPnl5eRgwYACMjY0xYMAA5Ofn880fGhoKY2NjGBsbN9hXszFooKRQKBQxUef1WncEBgYCAPr164eIiAjo6ekJzNuSQAnUzkytX+fXX38NOTk5bNmyBUlJSfjzzz+xe/duJCUltfi+PsbLy4u5t9Zm0qRJuHz5Ms/5DRs2wN3dHU+fPoW7uzvfQJ2Xl4cffvgBf/31F2JjY/HDDz8IDKj1kapAGRMTw/f8mzdvkJ6eLmY1FAqF0jpYW1tDX19f4PXKykqsWrUKJ06cAJfLxYkTJ5CXl4fhw4eDw+GgT58+SExMFLq+r776itnzUU1NDT179kRGRgZPupSUFPTv3x8cDgfu7u5ITU1FdXU1DAwMQAhBQUEBZGVlGTcgZ2dnPH36FCEhIcwOKJMmTcK8efPQt29fGBoaMrt91NTUYNasWTAzM8OAAQMwePBgoXYwcXZ2hrq6Os/5+v6t/v7+fK38rly5ggEDBkBdXR2dOnXCgAED+Abdj5GqQOns7Aw/Pz8eR4c3b97Az89PQqooFApFOOrWUdYdje1YUR8FBQWsWbMGY8aMQUJCAsaMGYPVq1fD2toaiYmJWLduncC/gVFRUQ3qfP78eYPrKSkp+Oeff9C7d2+evHPnzoW/vz8SExMxYcIEzJs3D7KysjA1NUVSUhKio6NhY2ODqKgoVFRUIC0tjTElr8/r168RHR2NixcvMj3N06dPIyUlBUlJSThy5Aju3LkjVFsIIisrC1999RUAoEuXLsjKyuJJU9/jFQB0dHT4PiB8jFTNemWz2dDU1MSQIUMQHh7OrL3hcrl8G4VCoVDaEvW32fpUoqOjGWPx/v37Izc3F0VFRWjfvn2DdE5OTrh48SLfMoqLizFy5Ehs27aNJx8A3LlzB6dPnwYA+Pr6YsmSJUyZt27dwsuXL7Fs2TIcPHgQLi4usLOz41vP8OHDISMjA3Nzc+ZvdXR0NEaNGgUZGRl06dKF2Q2lNWCxWM1yO2oKqepRslgsbN26Fd988w1cXV2ZzTaLi4tbxfiWQqFQvhTev3+PkSNHYsKECRgxYkSz8jo7OyMqKgqxsbHM5sw3btwQ6MpT3+e1OR43aWlpTE943759jabt3LkzXr9+DaC2B8vPP7e+xysApKeno1u3bk3qkKroUveE8N1332HlypVwdXXF8OHDYWtri2nTpklYHYVCoYiO+h6vQG2v7ujRowBqZ7dqamry7RXygxCCKVOmoGfPng0s9D6mb9++jL3b0aNHmUBob2+P27dvQ0ZGBkpKSuByudi/fz/f7bUE0a9fP5w6dQo1NTXIysrCjRs3eNLo6uoyk5BmzJjRaHn1/VtDQ0P5WvkNGjQIV69eRX5+PvLz83H16lUMGjSoSa1SFSjXrVvHfB42bBgePHiAOXPm4Ny5c5g3b54ElVEoFErTfPyOsu593Y4dO6Cjo4P09HRwOBxMnTqVJ6+bmxuSkpKYd5tBQUG4e/cuOBwOAgMDBS51+PgdZXh4OGJiYnDkyBFcv36dOc9vRu3OnTsRHBwMDoeDI0eOMMtIFBUVoaury+zO4eTkhHfv3oHNZgvdFiNHjoSOjg7Mzc0xceJE2NjYCOXzOm7cODg4OODx48fQ0dHBoUOHAACBgYH4448/YGxsjIiICKZt4+PjmfZUV1fHypUrYWdnBzs7O6xatYrvxKCPkSqv17y8PGzcuBHnz59HVlYWCCHo3Lkzhg0bhsDAQHTq1EnSEkUO9bekbQDQNgBoG3wO1Pm85ubmwt7eHjExMejSpYukZfEgVT3K0aNHQ11dHTdu3EBeXh7y8/Nx8+ZNaGhotHkLJAqFQqE0ZMiQIeByuXBycsLKlSvbZJAEpGzWa1paGpYuXdrgXOfOnbHk/9u796CozvMP4F9YrgsooFL9gUJFtFzOLqACGoOAgonGCwaNLamx6iRqqx2pl05jvDSmAS8VJ8ZY65QoYdJYo6NTqdHmogsxihcuESHByWo1QQFBlGVhF57fH5QTcXcPS9kjoM9nZmeQPbvvu88gD+c953zPmjXi7jdjjLG+wdxxyd6oT+1R+vv7IyMjA5WVleL3KisrkZGRIXmxLmOM9QaWIuxSU1MxatQohIWFYeHChTAYDCavtWWEnV6vR1RUFNRqNUJDQ22+dL1nzx4cOHDApu/Zbs2aNQgNDUVwcDBWrFhh9ixaa+PsrNWnGuXBgwdRW1uL+Ph4DBgwAN7e3oiLi0NtbS0OHjzY09NjjDFJliLsUlNTUVZWhpKSEjQ2NmLfvn0mr7VlhJ2zszM+++wzFBUVobCwECdOnMBXX33V7c/XbsmSJbKEwHz55ZfIz89HcXExvv76axQUFOD06dMm21kTZ9cVfapRenp6Ij09HVevXkVNTQ3u3r2LsrIypKenW3W2FGOM9UZTp04VL5KPiooyieS0dYSdnZ2dGNhiMBhgMBjMXqBfWFiImJgYqFQqJCcno7a2Fnfu3MHo0aMBAEVFRbCzs8ONGzcAAIGBgdDpdNi4cSO2bdsGAIiLi8PatWsRFRWFkSNHQqPRAAB0Oh3mzp2LkJAQJCcnIzo6GhcuXOh03nq9Hs3NzWhqaoLBYMBPfvITk+2sibPrij7VKBljrC/rLMLOYDAgOzsbzz33XIfvyxFh19LSgvDwcPj4+CAxMdFshN38+fORkZGB4uJiCIKATZs2wcfHB3q9HvX19dBoNBgzZgw0Gg2uX78OHx8fKJVKk/cxGo04f/48MjMzxbOVd+/eDS8vL5SWluLNN9/ExYsXO63fuHHjEB8fjyFDhmDIkCGYMmUKgoODTbazJs6uK/rUyTyMMdaXdRZht2zZMsTGxlpMuHlYdyPsFAoFCgsLUVdXh+TkZHz99dcdbl1179491NXVYeLEiQDa9szmzJkDoC2IID8/H2fOnMEf/vAHnDhxAkRkcd7tyT+jR48WE9Xy8vLw29/+FgAQFhYGlUrV6WeuqKjA1atXxT3uxMREaDQayXrZIs6ub+1R6vU/Phhj7AmyadMmVFVV4c9//vNjHdfT0xPx8fFW3UWjXXuE3fXr1zFz5kwUFRUhLy+v0wg7hUJhclMLKefOnRP3hI8dO4YjR44gJiYG7u7ucHd3x/PPP282TN2aOLuu6FuN0tX1xwdjjD0h9u3bh08++QQffvihxdxqW0bYVVVVoa6uDkDbcvCpU6fws5/9rMM2/fv3h5eXl3hMMTs7W9y7fPbZZ/HBBx8gKCgI9vb28Pb2Rm5uLiZMmGD1Z37mmWfEkzBLS0tRUlJisk10dLR4EtKMGTMwbNgwnD59GkajEQaDAadPnza79GpNnF1X9K1GyRhjfZilCLslS5bg9u3bGDduHMLDw/HHP/7R5LW2jLD74YcfEB8fD5VKhbFjxyIxMREvvPCCyWv379+P1atXQ6VSobCwEOvXrwcABAQEgIjEbNcJEybA09OzS+loy5YtQ1VVFUJCQrBu3TqEhoZ2elJmSkoKAgMDIQgC1Go11Go1pk+fDgBYvHixeDKQpTi7/1WfirDDw+vMfWjatsSxXVwDgGsAcA36upaWFhgMBri4uODatWuYPHkyysvL4eTk1NNTM8En8zDGGHvsdDod4uPjYTAYQETYvXt3r2ySADdKxhhjPcDDw6PT6yZ7Cz5GyRhjjEngRskYY4+JpazXRYsWQa1WQ6VSISUlBQ8ePDB57RdffIEvv/yyS+O9//77GDRoUIcxS0tLxefr6+vh5+eH3/zmN937YI9Yv349/v3vf9v0PdsVFxdj3LhxCA0NhSAI0Ju5XNDWWa+89MoYY4+JpcCBHTt2iJd2pKWlYdeuXSZnan7xxRdwd3fH+PHjuzTmSy+9hF27dpl97o033hDPXLUlc2ft2oLRaMTLL7+M7OxsqNVq1NTUwNHR0WS79qzX3//+90hPT0d6ejoyMjL+53F5j5IxxnpYe5MkIjQ2NpokyWi1WuzZswc7duxAeHg4NBoNtFotEhISoFKpMGnSJDFv1VoXL17E7du3kZSUZHGbTz/9FBERERAEAQsXLkRTUxMKCgrEpJ2jR4/C1dUVzc3N0Ov1GD58OABgwYIFOHToEIC2S0k2bNiAyMhICIKAsrIyAG3XciYmJiI0NBSLFy+Gv78/qqurJed88uRJqFQqqNVqAMCAAQOgUChMtuOsV8YY66Oksl5/9atfYfDgwSgrK8Py5cs7vC4gIABLlizBypUrUVhYiGeffRbLly/HK6+8guLiYqSmpmLFihVmx2wPUm9/NDY2orW1Fb/73e/E4HJz9Ho9FixYgI8++gglJSUwGo147733EBERIe4VazQahIWFoaCgAOfOnTObFwsAAwcOxKVLl7B06VJxzE2bNiEhIQFXrlxBSkqKVY3+m2++gZ2dHaZMmYLIyEhs2bLF7Ha2znrlRskYY4/Jo7fZeumll8TnsrKy8P333yM4ONgkLN2cs2fP4he/+AUA4Je//CXy8vLMbtcepN7+cHV1xe7duzF16lT4+flZfP/y8nL89Kc/xciRIwG07ZmdOXMGDg4OCAwMxNWrV3H+/HmkpaXhzJkzkpmrlrJe582bBwB47rnnrAorMBqNyMvLQ05ODvLy8nDkyBF8+umnkq95+rJeGWPsCaZQKDBv3jwx7FwuZ8+exa5duxAQEIBVq1bhwIEDXUqviY2Nxb/+9S84Ojpi8uTJyMvLkyXr9ciRI+Ke8IULF+Dn54fY2FgMHDgQSqUSU6dOxaVLl0xe93RnvTLG2BOGiFBRUSF+fezYMZPcVcA063X8+PH4+9//DgDIycmx6o4j7XJycnDjxg1otVps27YN8+fPN7m58ahRo6DVasW5PZr1mpmZiXHjxmHQoEGoqalBeXl5h7uPdObhrNeTJ0+aPTM1OTlZ3BMeM2YMpkyZgpKSEuh0OhiNRpw+fRohISEmr+OsV8YY66PMZb0SEV555RUIggBBEPDDDz+ImaoPmz59uriHpdFo8M477yArKwsqlQrZ2dnYuXOn2TEfPUZp7SUmLi4uyMrKwpw5cyAIAuzt7bFkyRIAbWHlt2/fFs+YValUEAShS0ucGzZswMmTJxEWFoZ//OMfGDx4MDw8PCRf4+XlhbS0NIwdOxbh4eGIjIzEtGnTAHDW648465XzLcE1ALgGANegr2tqaoJCoYCDgwPOnj2LpUuXSt6rsyfxdZSMMcYeuxs3bmDu3LlobW2Fk5MT/vrXv/b0lCziRskYY+yxCwoKwuXLl3t6GlbpE43y5s2bePfdd3EAwAMAAwEs274dCxcu7NL9z/qyb7/9FpmZmdi/fz+MRiM8PDwwZMgQpKamws3Nraen91gUFRVh+/bt+Pjjj9HS0gIvLy8EBQUhJSWl1951wNby8/OxdetWnDx5EkQEHx8fREREYNq0aWYvvH7SEAGnTgFbtwJ5eWsAAL6+tzBhApCQ0PHoDGM2Q71cbm4uubm5kbOzMwEQH0qlkry9vamoqEi2sW/cuEFxcXEUHBxMISEhlJmZSUREBw8epJCQELKzs6OCggLZxm+XlZVFrq6u5Ojo2KEGbm5u5OfnR1qtVraxLdVg1apVNGrUKBIEgWbNmkW1tbWyzYGIaPPmzaRUKkmhUHSogbu7O4WGhlJ1dbVsY1uqwbp160gQBFKr1ZSYmEi3bt2SbQ6tra302muvkZubG9nZ2ZnUIDY2lhoaGmQb31IN2m3bto0AUFVVlWxzaG4mmj6dyM2NqK1ltj9ayc2NaM4cIqNRtuFtwt7entRqtfh4++23Ozy/fPlycnNzM/vazz//nPLz87s0XlZWFg0cOLDDmFeuXDGZy/Tp0/+3D2TBe++9R/v377fpez7s3r175OvrS7/+9a/NPl9TU0OTJ0+mESNG0OTJk+nu3bvdGq9XN8orV66QUqns8Evh0Ye3t3e3i2DJ999/TxcvXiQiovr6egoKCqIrV65QaWkplZWV0cSJE2VvlJ9//rlkDezt7cnf35+am5tlGd9SDT755BMyGAxERLRmzRpas2aNLOMTEeXk5EjWwNHRkcaOHUutra2yjG+pBvfu3RO32blzJ7322muyjE9E9NZbb0nWwMXFhWbPni3b+JZqQNTWRJOSkmjYsGGyNspXXyVydX20Sf74UCqJVq6UbXibsNQEiYgKCgro5ZdftrjNhg0baOvWrV0aLysry2IzkZpLb7dixQr6+c9/bvGzrV69Wvwj5O233+7276defXnIW2+9haamJslt9Ho9srKyZBl/yJAhiIyMBNB2DVNwcDBu3bqF4OBgjBo1SpYxH7Vu3TrodDqLz7e2tuLu3bs4evSoLONbqkFSUhIcHNpW7mNiYnDz5k1ZxicivP7665I1MBgMKC0txVdffSXLHCzVoD2fEwAaGhq6nf5hSVNTEzIyMiRroNfrkZubK6ae2JqlGgDAypUrsWXLFtk+PwBUVwP79wONjZa30emAPXuA+nrZpiGblpYWrF692mIkmxxZr9YoLCxETEwMVCoVkpOTUVtbizt37mD06NEA2g6H2NnZiWMHBgZCp9Nh48aNYlRdXFwc1q5di6ioKIwcORIajQZA242b586di5CQECQnJyM6Otqq+1Nak1H71GS9Go1G8ViUFJ1Oh3fffVf2+Wi1Wly+fNlilqEcbt++bdUPzv379y3eHcCWLNXgb3/7G55//nlZxiwsLERVVVWn2+l0Ouzdu1eWOTzs0Rq8/vrrGDp0KHJycmS7Y8KpU6dAVlwO1draiuzsbFnm8LCHa3D06FH4+vqKIdVyOXQIsOYQrL09cOSIrFPpFktZr7t27cKMGTPEfNJH2TrrFWj742rMmDGIiYmx2Ejmz5+PjIwMFBcXQxAEbNq0CT4+PtDr9aivr4dGo8GYMWOg0Whw/fp1+Pj4QKlUmryP0WjE+fPnkZmZKV7Ws3v3bnh5eaG0tBRvvvkmLl682Gn9rMmoBWyf9dprl15ramrIyclJctm1/dHP0lpMVx729kQtLWbncv/+fYqMjKSPP/64w/cll14vXOj2nIr++9msqUGQLWowbBjR/ftdqsHmzZtp1qxZ5pc9Dx3q9pyOA9TfyhrE26IGISFEdXVdqgER0Z/+9Cdav359x282NRGtWtXtOe0FSGllDRbbogZJSUQWjjk/XIOGhgaKioqiuv/Wy9/f33Tp9d49onnzuj2nN7DRqk0VCqL0dLNT7xXMLXfeunWLnnnmGfFQhrVLrwMGDBAPuTQ3N9OAAQNMXiO19Hrz5k0iIrp27Rr5+/tTRUVFh+fr6upo6NCh4r8rKiooIiKCiIgWL15Mubm5NGfOHDp8+DC9+uqrlJ2dTatXrzaZ68SJEykvL4+IiCorKykwMJCIiGbOnEmfffaZ+P4RERGdHsp65513KCMjo9PP1r9//w7/9vT0lHzfzvTaPUp3d3e0trZata10lkP3GAwGvPjii0hNTRWDfR8XTwDNVm4r57m/lmrw/vvv45///CdycnJkW3bzBGDdT0Hb2dBy6eznIDU1VbZ8Tk8A1pzPqsDjrcG1a9fw3XffQa1WIyAgADdv3kRkZCQqKyttPrYX6uAM0xv0PsrZGejf3+bDy+ry5cuoqKjAiBEjEBAQAJ1OhxEjRsg+rq+vLwBg+PDhiIuL69KlGrGxseJe5MyZM1FUVCRL1uu5c+fEPeFjx45ZnVH71GS9Ojk5YdKkSZ1u5wxgvkxzICIsWrQIwcHBSEtLk2kUy4YBGG7Fdm4AFsk0B0s1OHHiBLZs2YJjx46ZXWqxlWgA1lz44QFggUxzsFSDb7/9Vvz66NGjZvM5bWEKAGt+tTgDmCfLDMzXQBAE3LlzB1qtFlqtFn5+frh06RIGDx5s8/Fn4zDsQJ1u19ICzJpl8+FlNW3aNFRWVop1VCqVYr7qw2yZ9VpbWyue/1FdXY38/HyTzNT+/fvDy8tLPKb4aNbrBx98gKCgINjb28Pb2xu5ubmYMGGC1XN4OOu1tLQUJSUlJttER0eLWa8zZsywKqMWsH3WK7q1PyozjUbT6Vmvbm5u9J///Ee28QGIlwCo1Wo6fvw4HT58mHx9fcnJyYl8fHwoKSlJlvGJiD766KNOa+Dp6UkPHjyQZXxLNQgMDCQ/Pz/xe3Ke8ZmRkSFZAzs7O/L396cWC0vn3WWpBrNnz6bQ0FASBIFeeOEFcSlLDkuXLiVXV1eLNXBwcKDo6GjZxrdUg4eZXXq1oalTiZydLS+7urgQpaTINrxNPHp5yNq1a022sbT0Wl5eLtb/zJkzpNVqKT4+ngRBoISEBLp+/brJa8xdHpKfn0/5+fkUFhZGKpWKwsLCaN++fWbHvHz5MkVHR5MgCDRz5swOVxj4+fnRX/7yFyJqOytbEATxuUeXXtuXVKuqqsjf35+IiB48eEAvvvgiBQcHU3JyMqnVavrmm2+sqOKPn+3hpddFixaJ41RXV1NCQgKNGDGCJk2aRDU1NVa/rzm9ulESEe3YscPsL0mFQkFKpZJyc3N7eoqyS0tLIzc3N5MaODo6koeHB507d66npyirlpYWmjt3rtkaODk50cCBA6m8vLynpykrvV5PsbGxZv8vuLi4kL+/P1VWVvb0NGVVW9t2CNncJSJKJVF4uMVD7KwXMhqN1NjYSERtxz8DAgKoqamph2dlXq9vlERtf81OmTKFHBwcyMnJiZydnSk1NVW8jutpcPz4cRo/fjwpFApycnIipVJJS5cupe+++66np/ZYtLa20ocffkhqtVqsQb9+/Wjt2rVPfINo19zcTHv37qXAwEBycHAgR0dHGjRoEG3evFk8oeZJ19BAtH070f/9H5GjI5GDA9HQoUQ7dxL993cu6yPq6+tp9OjRpFKpSBCEXr3T06fuHtLc3IyGhgZ4eHiI1/A9bfR6PRobG9GvX7+nIrLMHJ1Oh+bmZvTr1w/29r32MLusGhoa0NLSAg8PD1mvX+ytiIAHD9q+dnfn6Domrz7VKBljjLHH7en8c5wxxhizEjdKxhhjTAI3SsYYY0wCN0rGGGNMAjdKxhhjTAI3SsYYY0wCN0rGGGNMAjdKxhhjTAI3SsYYY0wCN0rGGGNMAjdKxhhjTAI3SsYYY0wCN0rGGGNMAjdKxhhjTAI3SsYYY0wCN0rGGGNMAjdKxhhjTAI3SsYYY0wCN0rGGGNMAi9c5DcAAABaSURBVDdKxhhjTAI3SsYYY0wCN0rGGGNMAjdKxhhjTAI3SsYYY0wCN0rGGGNMAjdKxhhjTAI3SsYYY0wCN0rGGGNMAjdKxhhjTAI3SsYYY0wCN0rGGGNMwv8DO4OgZkQbe+cAAAAASUVORK5CYII=\n", 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