From 9981149eab144734c6f2ee927e2256d118418b3f Mon Sep 17 00:00:00 2001 From: nathanielvirgo Date: Thu, 9 May 2024 22:14:07 +0900 Subject: [PATCH] Delete content/Population dynamics Assignment.ipynb --- content/Population dynamics Assignment.ipynb | 320 ------------------- 1 file changed, 320 deletions(-) delete mode 100644 content/Population dynamics Assignment.ipynb diff --git a/content/Population dynamics Assignment.ipynb b/content/Population dynamics Assignment.ipynb deleted file mode 100644 index f96941a..0000000 --- a/content/Population dynamics Assignment.ipynb +++ /dev/null @@ -1,320 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "29e1ab71", - "metadata": {}, - "source": [ - "# Population Dynamics Assignment\n", - "\n", - "This is the assignment for Nathaniel Virgo's lectures on population dynamics, as part of the ELSI course.\n", - "\n", - "**This code has been corrected.** Please use this file and not the version of the code in the \"Population Dynamics I\" lecture.\n", - "\n", - "---\n", - "\n", - "You can download this notebook and run it locally if you have Python installed, but you can also access it online at https://nathanielvirgo.github.io/shared-notebooks/lab?path=Population+dynamics+Assignment.ipynb or https://shorturl.at/cnHOW\n", - "\n", - "If you're viewing this online you can edit the document and run Python code. Your edits will only exist in your browser's cache - other people can't see them.\n", - "\n", - "It's better to use a recent version of Chrome or Firefox when viewing this notebook. If you have problems, try using Chrome.\n", - "\n", - "To run Python code, hold shift and press enter. If you run each cell in sequence, it should re-create all the graphs. If you get an error it probably means you have to run one of the other cells first.\n", - "\n", - "---" - ] - }, - { - "attachments": { - "Untitled-2.png": { - "image/png": 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" - } - }, - "cell_type": "markdown", - "id": "bb9c4e6a", - "metadata": {}, - "source": [ - "If you're using the online version, when you first open this file, select \"Run all cells\" from the \"Run\" menu above. This should solve any issues with getting the code to run.\n", - "\n", - "![Untitled-2.png](attachment:Untitled-2.png)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "e4bc066c", - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from scipy.integrate import solve_ivp\n", - "plt.rcParams['figure.figsize'] = [12, 6]" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "f8063302", - "metadata": {}, - "outputs": [], - "source": [ - "# a convenient function for plotting - put the axes at x=0, y=0.\n", - "def center_axes():\n", - " ax = plt.gca()\n", - " ax.spines['top'].set_color('none')\n", - " ax.spines['left'].set_position('zero')\n", - " ax.spines['right'].set_color('none')\n", - " ax.spines['bottom'].set_position('zero')" - ] - }, - { - "cell_type": "markdown", - "id": "ed8980a2", - "metadata": {}, - "source": [ - "$$\n", - "\\\\[4cm]\n", - "$$\n", - "\n", - "# Assignment\n", - "\n", - "The code in the following cell will solve the Lotka-Volterra equations with intraspecific competition terms and create both plots. (The trajectories and the phase portrait.)\n", - "\n", - "---\n", - "\n", - "### Task 1.\n", - "\n", - "Explore the effects of the initial conditions, i.e. the variables `initial_x` and `initial_y` below. How do the initial conditions affect the dynamics? What happens to the prey population if there are no predators (`initial_y = 0`)? Can you find initial conditions where the prey population crashes almost to zero? Explain your answer (1-2 paragraphs). Feel free to include copies of the plots in your writeup.\n", - "\n", - "### Task 2.\n", - "\n", - "Briefly explore the effect that the intraspecific competition parameters ($e$ and $f$) have on the dynamics. Can you find values for `e` and `f` where the oscillations die out very quickly, or where they last a long time before dying out? Explain your answer and feel free to include plots. (1-2 paragraphs.)\n", - "\n", - "### Task 3.\n", - "\n", - "What about the other parameters, $a$, $b$, $c$ and $d$? Can you find settings where the predators *cannot survive* no matter what the initial conditions are? This one is a little bit more tricky. Explain your answer and feel free to include plots, 1-2 paragraphs.\n", - "\n", - "---\n", - "\n", - "Important: for each task, the marks will be awarded for the quality of your explanation.\n", - "\n", - "Please submit your writeup in pdf format.\n", - "\n", - "as a reminder, the equations are:\n", - "\n", - "$$\n", - "\\frac{\\mathrm{d}x}{\\mathrm{d}t} = x(a-by - ex) \\\\[1em]\n", - "\\frac{\\mathrm{d}y}{\\mathrm{d}t} = y(-c + dx - fy).\n", - "$$\n", - "\n", - "$$\n", - "\\\\[4cm]\n", - "$$" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "af06f8e1", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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DwfR7bnWHxr0DILb7ePj2Ue52APu6l69SX9Bd36VQtSjVQdVpeX33fVuUqJsihh8OKUqUKFGaEcMwDwJ4tLsZXdQtFsMw16A6HkN9gRiozPUANv7TjzHDMNuh6mC37lbX5a8ghmFmoDtbCol5uUX9AyV6rkWJEiVK1JDFMMwYAE9AFb4kSpQoUaK6JcK1KFGiRIkakhiGWQxVbGw1+GEqokSJEvWPlxgWIkqUKFGiRIkSJUqUhiR6rkWJEiVKlChRokSJ0pBEuBYlSpQoUaJEiRIlSkPSudUV0KRMTU1pxowZt7oaokSJEqVRdXR0oK6uDvX19VAoFLCxsYGh4cgHlWttbUVRUREUCn6qaX19fejr62PMmDHcp47OyB4X9fX1uHbtGnR1deHs7MxbRkTo7OxEe3s7b1IqVWmkR48ezavLQPUhIvDHLRq6pFIp2tvbIZFIuE92H40aNQoGBgZcPcaMGQNtbe0R2etPSqUSHR0dkEgkXF06O1WDaOro6HD1MDAwgIGBwYiP0UD1YPcDO0mlqgx9enp6MDQ0xJgxY2BoaAh9fX1oaQnjt5NKpZBIJGhra+P2BxFBS0sLBgYGMDQ0FHxfyOVyXh0kEgmUSiW0tLS4fcDWRag6yGSyXnUgImhra/faD0Kdm6KA1NTUOiKa2Neyv1XMtaenJ6WkpNzqaogS9bfSt99+i6ioKHz33XfijfoGkkql+O2337B06VKMHj16RGW1trbi0KFD2Lt3L5KSkrj51tbWyMvLGzFAssrOzsbtt9+OsjJVWnAXFxcsWLAAGRkZyMjIQG1tLQDAzMwMzs7OcHFx4T5tbW2hp6c3aFtnzpzBU089hStXrtxwXaVSiaKiIly6dIk31dTUAAAsLCzg7u4ONzc3bpo2bZrG9ou6iAilpaVITU1FamoqUlJSkJqaivp6Vcp2a2treHp6wsPDAx4eHnBzc4ORkdENSh2eWlpakJqaiuTkZG4qKVGNWj59+nR4eXlxk4eHh2D1qKmpQVJSEpKSkpCYmIikpCQ0NTVBR0cHLi4u8Pb2hre3N3x8fGBjYyMIcEulUmRkZCAhIQEJCQlITExEUZFqZPdZs2bBx8cHvr6+8PX1hYuLy5DO1cFKLpfj8uXLiI+PR0JCAuLj47nz28rKCr6+vvDz84Ofnx+cnZ2hq6ur8TpIpVKkp6cjPj4e8fHxiIuLQ1lZGRiGgaOjI/z8/ODv7w8/Pz/MmTNHkGvknyiGYVKJyLPPZSJcixIlaiCtWLECOTk5yM/Pv9VV+cuqtLQUe/bswd69e2FjY4PIyMgRl3n16lXccccdyM3N5c23tbXFfffdBwcHBzg4OGDWrFkj9pBVVFTgjjvuQHp6OpYvX45ff/2VW1ZVVYXMzExkZGQgMzMTmZmZyMnJgVwuh66uLuzs7ODs7MwD78mTJ/drKz8/HzY2NsOqJxGhsrISaWlpPOC+du0aAGDChAk82HZzc8OcOXMEeSlkgZsFbXaqr68HwzCwtrbmYFto4K6pqUFKSgoPuGtqasAwDGxsbHjA7erqOuIXv75ERCgoKODBdnp6OqRSKYyMjODl5cXBtre3N6ZMmaLxOgBAbW0tEhMTkZiYiISEBCQlJaGlpQWjRo2Cu7s7fH19Oei2tLQUBDTr6+uRmJjIAXdiYiJaW1uhr68PT09PHnAPdK2MROXl5Rxox8fHIy0tDVKpFBMmTOBs+/n5wcvLSyOtYP9EiXAtSpSoYWvatGmYO3cu9u/ff6urMmI1NTWho6NDIw92pVKJs2fP4quvvsIff/zBhTB88803ePTRR0dcPqCq78qVK3HhwgVunrOzM5qamlBaWgpAFaZga2vLwTY7zZw5c0hQ2drainvuuQfa2tr4448/BlxXKpUiLy+PA272s7q6GgAwadIkHmw7OzvDzs4Oo0aNGrDc4aqxsRHp6ek84M7NzYVSqYSBgQFcXFx4wO3g4CBIXYgIJSUlPNhOSUlBQ0MDD7hZL7ebmxvGjh0rSD3Kyso40E5KSkJqaipaWlqgo6MDJycnHnA7ODgIEsLQ1dWFjIwMHnCzXl0LCwsebHt4eAgCeUqlEnl5eRzkJiQkIDs7G0qlEpMnT+ZA28fHRzDQVCgUyM3N5TzLCQkJ3Evz9OnT4efnxwG3q6urIB72zs5OpKWl8bzblZWV0NbWhrOzM8+7PXPmTNG7PQiJcC1KlKhhqbKyEubm5vjoo4/w73//+1ZXZ9jKz8/HZ599hp9++gn5+fkjhmsiwurVq3H06NFey7777jt4e3tj9uzZGgE4mUyGJ554Anv37gUAHDt2DHfffTdaW1uRk5ODy5cv86br168DUMUp29nZcbDt6OgIBwcHTJ8+vd8meplMhiNHjmDt2rXDqmt1dTXn3WaBOycnBzKZDDo6OrC1teUBt4uLCyZPnizIg7y9vR1ZWVk84M7KykJnZyd0dXVhb2/PA25XV1fBQFcduFlPtzpw9wwpEaIeSqUSV65c4Xm309PT0dnZCX19fbi5ucHb25sD7tmzZwtyXBoaGpCSksLBdmJiImpra6GlpQUHBwcecGsK+puamnDy5EmEhYVh9erVuOOOO5CSksIBd3x8PKqrq6GlpQVHR0deOImtra0gIS2NjY1ISkriYDshIQHNzc0YNWoUPDw8eN7tqVOnatw+2/Ki7t1OT0+HXC7HpEmTOND28/ODp6cn9PX1NV6H/+8S4VqUKFHD0okTJ7Bs2TJER0cjMFDYEa6JCK2trRprOicinDt3Dp988gnOnDkDAAgJCcHFixc1Un57ezseeughHDlyhJunpaXFebC1tLQwY8YM2NjYcJO1tTVsbGxgbm4+JHAhIuzcuRNbt27Fzz//PCD8NjU19QndlZWVAAADAwMedLOTUE3kUqkU+fn5PODOyMhAVVUVAMDU1LQXcNvZ2QkSuiCXy5GXl9crjru5uRkAMGfOnF5hJZMmTdJ4PdSBWz2shAVuGxubXiElQgC3TCZDdnY2D7izs7OhUChgYmICT09Pnod76tSpGj9H2H2hDtupqano7OzEmDFj4OHhwcG2j48PLCwsBlWHyspK/Prrr/jll19w8eJFyOVymJubo7i4uNdLLwuarGc7ISEBaWlp6OrqgpGREWeb9XBPnNhnH7YRSd3DzgL35cuXQUSYNm0az7vt7u4uSMtLe3s7UlJSeN7t2tpa6OjowM3NjefdHuxx+DtLhGtRokQNS2FhYXj99dcRHx8vWFyeQqFAWFgY/vvf/+Kzzz6Dv7//iMs8ceIEtm7diry8PN78119/Ha+88orGml2JCG+//Ta2bdsGAHB1dUVMTAyuXLmC/Px8bmJ/t7W1AQAMDQ050O4J3wYGBv3aCwsLQ1dXF9asWTPkujY2NvYC7suXL3OhHGPHjoW9vX0v6BYCqABVnDDr5WaBOycnB1KpFNra2rC1te0VWjLUl5LBiIhw9erVXsDNvoyYm5tzoM12oJw+fbog9bh27VqvkJLGxkYecKuHlAhxTba3tyM9PZ0H3Gwox+TJk3mw7eXlhQkTJozYpkKhQFxcHMLCwrB27Vq4uLjg8uXLPODOyckBEcHMzIzn3fby8oKJiQmvvM8++wzPPPMMevLNf//7X2zdunVQdVLvLMlCN9tZku2oyMK2UKEczc3NSEpK4gF3Y2Mj9PT0ONhlgVsI2CUiFBcX87zbmZmZUCqVMDc353m3hQL+v7JEuBYlStSIJZPJNNrTvbOzEz/++CN27NiBwsJCmJmZoby8XCOdzxobG7F27VqcPn261zItLS1MnToVVlZWsLKywsyZM3mfZmZmQ35IHT9+HOvXr4e5uTkKCgr6XIftjKcO3ex07do1zuM9bdq0Pr3dlpaW0NbW5tJ+aUp1dXV9QnddXR0AwNjYmAfdbHiJEOEcMpmsl5c7MzMTFRUVAFQdFnsCt4ODgyBe7urqag602Q6ULFyNGzcOrq6uPA+3jY2NxuOWewI36+VWB+6eISVCAHdTU1OvDCVsdpmZM2fyYNvd3X1QXnapVIqLFy8iLCwMv/76K2pqamBjY4OcnJw+z+/W1lakpKTw4rfLy8sBADY2NjzvtoODA5588kl8//33vDJmzJiBuXPnIigoCEFBQUPOnFFbW8vBLttpUr2zpLp3W6gXsCtXrvAyk7Dx41OmTOFA19fXFx4eHoKEcrS1tXHhLOzU0NAAPT09eHh48Lzb5ubmGrf/V5II16JEiRqy2HtDUlISXnvtNXz++efDzvKgrubmZnz99df4+OOPudAAAHj00UfxzTffjLh8VgqFAtu3b8fbb7/NzTt8+DDnjbl69Sr3WVJSwuUx1tfX7wXc6p/9wculS5fw2GOPITExcch17erqQmFhYZ/e7oaGBgCqjotz5szp5e22sbHp5bnThGpqavqEbrY+48aN6+XldnBwwKRJkzQOFbW1tcjKyuKFlVy+fJnzcltbW/NSBDo7OwvicW9ubkZGRgbPw81mTtHX14eTkxMvPaCTk5PGwV8duNVDSljgtrW17RVSMlLgJiJkZ2fj5MmTePbZZzFq1ChUV1fzYDs5ORl1dXVgGAZ2dnY84HZxceF5Nd944w18/PHHXDgOqz179mDDhg2Drld5eTkPtpOTk9HW1sZ5diUSCbKzswGoztfHH38c0dHRSEpKQldXFyZNmoTAwEAOtl1cXIb0gsSGcqiHk7Cwa2ZmxstM4unpKUhoT2trK5KTk3ne7bq6Oujo6MDV1ZUH3DNmzBAU+FnvNhvOYmlpyYG2v78/XFxcBElFeKskwrUoUX9jyeVyQXr6//HHH1ixYgVkMhksLCxQUlKikRtzZmYmVq5c2cvDq6urC3Nzc0ydOhVTp07t87u5ufmAYRN96ddff8X69evR2tqKxMREeHt791pHLpfj+vXrKC4u7gXexcXFXK5nAJg4cWK/4G1gYKDxGN26uro+vd1FRUWQyWQAVNk5+vJ2W1lZafRhRkSoqqrqE7pZUJowYQLPw81OpqamGqsHoPJyFxQU9MpYwnozx48f3ytFoIODg8a9eZ2dnbh8+TLPw52RkYGOjg5oa2vDzs6uV8dJTb8MsaEt6iEl/QG3p6cnXF1dbwjcRITU1FQcP34cx48fR0FBAR588MFe3mD19UtKSniwnZqaitbWVm7gIBa2LS0t8cQTT/S6Byxfvhzz589HYGAgnJ2dh9yKpVAokJeX1ysdIDvQzKJFi+Dt7Q13d3doa2sjOzsb0dHRiI2NRXNzMwwNDeHn58fBtre3N8aMGTOkOrS1tXEdNlngrqqq4jpsqoeT2NnZabyzJBGhqKiI593OzMyEQqHggJ8Fbg8PjyHfTwej5uZmrqMoW4/m5mYuFaF6OIkQfRpulkS4FiXqb6rTp09jz549+OWXXzRWZlZWFl5//XVemY888giXrUITamlpwcaNG3H48GFu3qZNm2BpaYmKigqUl5ejvLwcFRUVqKqq4o0gaGxs3C98s9/NzMx4Lxx5eXm466678Omnn2Lx4sVDrm9bW1sv4Fb/7OjoAABoa2vD0tKy35CTCRMmaMxzJJfLcfXq1V6e7vz8fK5FQEdHB1ZWVn16uydOnKixuhARKioq+oTu1tZWAKoXgL483ePHj9dIHVjV1dUhKyuLB9zZ2dno6uqClpYWrK2te4WWaDpeVaFQ4MqVK73iuFmv/8yZM3sNgDPSDDY5OTmoq6tDcHAwgN7AzXq5m5qaeMDNhpWwwN3W1oZt27YhLCyMG5yGVVZWFhwdHQddJ6VSifz8/F4ZSrq6uqCvrw+GYdDe3g5ANUiRi4sL4uPj0drairFjx8LPzw+BgYEIDAyEj4/PkEEXACQSCR555BFERUUhODgYiYmJXF50KysrLm7b1NSUy08dHR2NiooK6OrqwsPDA0FBQVw9hnq+smkR1Qe6SU1N5TpLenl58YBbiM6SEomE66jIAndNTQ20tbXh4uLCAbevry9mzZqlce+2UqnkUhGy3m22P8ysWbM40Pb394ejo6NgI1tqWrcErhmGsQDwIwAzAARgDxF92mMdBsCnAG4H0A7gQSJK6172AIBXu1d9m4j23cimCNei/mpqa2sTJAYyLy8Pzz77LE6fPo0HHngAP/zwg0bKjY6Oxvz58zmPKKtJkybBysoK48aNw/jx4zFu3Dje977m3ag5nIiwZ88ePP300+jq6sKuXbvw+OOP91pPoVCgurqag+6e8M1+b2pq4v6jpaWFyZMn8zzeEyZMgKGhIdzc3DgQNzY2HvGDhIhQXV3dL3iXlZVxITaGhob9gveMGTM05lVtbm7u1amSBXB2+GwTE5Nenm4bGxvMmTNHY6EMLFj0BO6cnBxIJBIAwJQpU/qEbmNjY43UAVC9iKh7uVnwZtMWmpiY9Bp90sHBYVgw15/YfdFzABy2DmZmZr0ylVhZWfXr2SQiZGVl4dixYzh27Bhyc3MRExODgICAAevAArd6SAkL3HZ2dvDw8EBbW1uvF3ZjY2O8+eabCAgIGHL4hLqkUimXoSQ6OhrHjx/nzslx48bBw8ODi1eurq5GamoqKioqoKOjAw8PDw5yAwICBg2iRITjx49j5cqVAFQhT8nJyZx3OykpCY2NjdDR0eE87LNmzYJcLkdRURFiY2M5GHRwcOBgOygoCJaWlsPaB5mZmTzgLiwsBPC/zpJsOIkQnSXZ0CJ1zzKbhs/U1JTn3RYq93dDQwMH+vHx8UhMTERbWxsMDAzg7e3Nebd9fX010mlWCN0quJ4CYAoRpTEMMxZAKoC7iChHbZ3bAWyBCq59AHxKRD4Mw4wHkALAEyowTwXgQUSNA9kU4VrUX0W1tbV48sknsWHDBixcuFBj5TY2NuLNN9/EF198AblcDgD46quv8Nhjj2nMRmJiIu6//35ek+3SpUsxc+ZMNDY2oqGhoddnTxgHVLHLg4HxxsZGvP/++1i+fDm2b98OExOTYT2429vbewF4XyAulUq5/4wZM4YH4H2FoZibm4+oF7xUKkVpaWm/ISeNjf+7rU2ZMoWD7Z4APnXq1BE3ISuVSpSVlfXp7WYHpWEYBtOnT+/T262pOGalUonS0tI+oZttBZg6dWqvTpT29vYajVttaGjolZc7OzsbnZ2d0NLSwpw5c3qFlgwnZaFSqURKSgo8PT17HcPa2tpeA+BcuXIFRAQjI6NeHSeVSiWOHDmCY8eO8a5Rb29vJCQkDLlubB+EniEl6i+rgAp8u7q60N7eDgMDA/j4+HCQ6+vrO+wUmg0NDViwYAEMDAxw9913c4PesLDJvnwZGxujo6MDRUVF3GixNjY2HGwHBgYO2+tKRCgsLORlJ2FHlxw7diy8vLzg6OgIfX19NDQ0ID09HWlpaVAoFLC0tOTB9nBDPerq6rjOkuzIks3NzdDT0+s1sqQQnSXb29u5QWZY6K2srISWlhacnJx4wC3EEOoKhQLZ2dk87zZ7DtjY2PC82/b29oLkHh+q/hJhIQzD/AbgCyI6rzbvawARRHSw+3c+gBB2IqJNfa3Xn0S4vvnSdOaCoWo4nuGOjg5cu3YNdnZ2I7JNRCgvL8fkyZN5MBgWFobHHnsMtbW1uHbtGqZPnz4iO+rlbtq0icviwGr27NkwNTWFrq4udHV1oaOjw30f7m+5XI4XXniBC8e49957sXr16j7Xt7Ozg46ODg+4+4Lw/ub1dQ8yMjIatJfczc1t0E21RIT6+vp+vd/s95qaGt7/TE1N+w1D8fLyGlHcYFNTU78hJ9euXeNeBvT09DB9+vRe4K2pXvnt7e0oKCjoM76bDe0wMDCAtbU1z9MdFBQECwuLEdsHVPeTq1ev9oLu3NxcdHV1AQAsLS15Hu65c+di5syZGrEPqLzchYWFvfJys9kxjI2NecAdEhKCOXPm9LktiYmJOHr0KI4dOwYPD49Bh2+1tbX16jiZnZ0NmUwGPT09KJVK7uWa1f33348XXngBDg4OI74ns8D90UcfYdeuXQBUL8sdHR3Q0tKCmZkZRo8ejebmZjQ0NHAAFhAQwAH3UDy6zc3N+PHHH7FlyxZuXmNjY68h3dl4+hkzZsDCwgI6OjpoaGhAbm4upFIpzMzMeLDt6uo6bA/7QKNLTps2De7u7tx1X1xcjISEBLS3t2P8+PGc/aCgILi7uw/L88yG1KinAszKyuI6S7KgPW/ePPj6+g5rGwcSm/tbvaNkWloaZDIZxo8fz4WyzJs3T7AxEGpqanje7aSkJHR0dMDIyAg+Pj7w9/fH3LlzMW/ePEHs30i3HK4ZhpkBIAqAIxG1qM0/CeB9Iorp/n0BwItQwfVoInq7e/5rADqIaGcfZW8EsBEALC0tPXrGiAmt/fv3Q6FQYP369TfVLqvNmzdj9erVCAoKuum2Y2JisHHjRoSFhcHW1nbE5Q021Vt7eztOnDiBQ4cO4fTp08jOzsbs2bMHZaOqqgrLly/H5s2bcf/99w/qPwqFAlevXkVubi5ycnKQm5vLTa2trcjOzoaDgwMaGhqwZcsWHDhwAIAqu0N7ezu0tLQgl8vR2tqKlpaWAT8HWtbU1ITGxkZe/DEAhIaGwtHRETKZDHK5HDKZjJuG+1sqlaK9vR1KpZJLEdefIiMjuTjPoUqpVKKlpWVIMM5+Z4HvzJkzw4qjHkhSqRRVVVUDhqGUl5dDIpHgl19+wV133aVR+6yUSiUqKir6DTmpqKjA/v37cd999wliH/hfJ8aenu78/HwUFxfj66+/1thw7/1JoVCguLiYg+3s7GxcvnwZ+fn52LlzJw/KhqO2tjYolcoBva+NjY29MpZkZ2dj+/btXO5kIkJiYiLnWWaBHBjZdQKozsmcnBxcunQJFy9exOHDh3mtMCz8GhkZcR4+f39/+Pj4jMjbf/jwYaxduxaff/45Fi1a1CukZM2aNZg3bx5iY2MRGxuL9PR0KBQKTJs2DQEBAdzk7Ow84ljaysrKXhlK1qxZg507dyIlJQUxMTGIiYlBbGwsmpqaYGBgAF9fXw52fX19RxTi0NjYyHnW2VR8S5cuxbfffguZTIa0tDTExMQgOjoaMTExqK+vh76+PleHoKAg+Pn5DbsObW1tSE1N5Y0sGRISgoMHB/Q7akydnZ24dOkSL5zE3d0dv/32202xL5PJkJmZyfNuz549G+fPn7/xnwXQLYVrhmEMAUQCeIeIwnosGzFcq+tWeK5Xr14NmUyGsLCwG6+sYZ0/fx6LFi3CxYsXERISIogNIurV/COXy/H222/jrbfewuLFi/H999/DzMxsRHZkMhkeeOABDkx7SiqV4uzZszh06BB+++03dHR0YN68ebj33nuxatWqQTVJZmZm4s4770RZWRk3hLS6urq6UFBQ0Aui8/PzOa+Zubk57OzsYG9vDzs7O9jZ2cHb2xvh4eHYsGEDL7WclpYWTE1N0drayjV196UxY8Zg7NixGDt2LIyMjG74WV1djb1793I5dz/77LMRw8VAqqurw4EDB7Bx48Y+YZz1Yt1syWQyNDU1YezYsbfEPqDqmKmnp3fL7Hd0dIBhmFtmXyqVQqFQ3LKhkdnzcTj2Ozo68Mcff+Dw4cOIj4/HlStXhhxjrVAoIJVKOfuNjY1YvHgxkpOTeeuZm5sjPj5eox0nS0pKEBoaiuLiYgD/i+ONi4vjptLSUs6rzMK2v78/Zs6cOaR6/Prrr2hvb+/1EkdE3PDprNg8yLGxsYiJieE6KBoaGsLX15eDbV9f3xGH+PRlH1C9lF6+fJmD7ZiYGJSWlkJbWxuurq487/bkyZM1bp+tQ15eHgfb0dHRKCkpgba2Ntzc3DjYDgwMHHbL10D2b5Y6Ojr+sfZvGVwzDKML4CSAs0T0UR/L/9+HhdwquFYqlfD09MTkyZNx6tQpQWxcu3YNSUlJWLVqFTevpKQEa9euRXJyMj744AM89dRTGukQ9sQTT2D37t1oaWnhbrgKhQIRERE4dOgQjh8/jsbGRvj5+WHNmjW45557hnRTPHnyJNasWcONkLdjxw6YmZnxILqoqAgKhQIMw2DmzJm9INrOzq7PTlZKpRJffvkl3nrrLV7KNgDYuXMnxo8f3y8oGxoaDsubI5fL8fnnn+O1117DAw88gC+//HLIZQyk0tJSTJw48ZbeNEWJAlT3h66uLo28QHR1deHs2bM4fPgwfv/9d+5+sHXrVvz3v/8dcfmA6oVr6dKliIqK6rXM3NycN6qeh4fHiLaroqICCxYsQFFREecAUNf169c5L19sbCwuXboEuVyOyZMn82B7MKPrDTcEkI2lZT3bLOhqaWnB2dmZCyMJCAjQWHhRXyotLeXsx8TEICsrC0SE2bNn82Db2tpasGG9y8rKeLDN5uC2trbm0v8FBQUN+eVH1K3RQHANIhJkAsBAlS3kkwHWuQPA6e51fQEkdc8fD+AqgHHd01UA429k08PDg262Vq1aRStWrBDcTmtrKymVSu73gQMHiGEYSk9PF8zmCy+8QO7u7pzdw4cPk7GxMdna2mrU7meffUZQdVyltLQ0iouLo6eeeoomT55MAMjFxYXef/99unr16pDLViqV9OGHHxLDMJwNdtLR0SF7e3u6++676dVXX6UDBw7QpUuXqL29fVjb0dLSQm+++SaNHTuWsxEXFzessgarkpISev/99zVebmBgIAUEBGi8XFGiBqvc3Fx67bXXyM7OjsrKykZcnkKhoGXLlvW6DwCgy5cva6DG/5NEIqHbbruNK3/Hjh0UHh5O77zzDt15551kampKAEhXV5e8vb3pqaeeooMHD9K1a9d49/nBqKamhoKDgwddr8jISHrvvfdo6dKlNGHCBAJAenp65O/vT88//zyFhYVRVVXVcDZ70CorK6NDhw7Rli1byN3dnbS0tAgAWVhY0L333kuff/45Xbp0ieRyuWB1aGxspFOnTtErr7xCwcHBNGrUKAJApqamdNddd9HOnTspISGBurq6BKtDQ0MDnThxgrZu3Up+fn6kq6tLAMjc3JxWrVp1U/aDqOELQAr1x7f9LRjpBCCw+8aSCSC9e7odwGMAHqP/AfiXAIoAZAHwVPv/wwAKu6eHBmPz7wzXsbGxtGrVKpJIJNTV1UUzZ86k+++/XzB7bW1tZGJiQgDo999/p4ceeogA0MaNG0kikWjMzunTp7kbKwAyNjYmADRnzhzatm0b5eTkjKj85ORksrS07PUwXbFiBUmlUg1tBV+1tbX03HPP0ahRo+idd94RxIaQksvlNGbMGHrqqadudVVE/T/QUGFwIJWWltIHH3xAbm5u3LV6zz33aKx8iURCt99+e6/7gZaWFjk5OdGjjz5K33zzDWVmZo4YaLq6uujuu+8mALR3717eMqVSSQUFBfTjjz/S448/Tm5ubqStrU0AaMqUKbRixQr64IMPKDo6elAv+21tbcOqo1KppPz8fPr+++9pw4YN5ODgwO0TKysrWrduHe3atYvS09MFBbyWlhY6f/48bd++nRYuXMg5KMaOHUsLFy6k7du30/nz56m1tVWwOnR2dlJcXBx98MEHtGzZMho/fjwBIH19fQoJCaFXX32Vzpw5Q83NzYLVob29nSIiIuitt96ixYsXc/vB2NiYlixZQu+++y5FRUVRR0eHYHUQNXjdEri+FdPfGa4zMjIIAHl4eNArr7xCenp6w/LkDlZff/017+Ezbtw4On78uEZt5OTkkJGREc/OhAkTKCUlRaMPbLlcTqdOnaLly5dzDzBDQ8NhP5AGq9LSUvrhhx8EtSGEsrKyCAD9+OOPt7oqov6iqquro127dtG8efOorq5OI2Vu3ry5T69yZGSkRspn1dXVRffeey9X/sKFC+nQoUP073//m/z9/Wn06NHcPSIkJIRefPFFCgsLo/Ly8iHbkslk9MADD9C+fftuuG5raytdvHiR3n33XVq2bBlNnDiRa2Hz9PSkLVu20P79+6m4uFij98eeamhooNOnT9Orr75KoaGhZGBgwAPd119/nc6ePUtNTU2C1UEul9OlS5foiy++oHvvvZcsLCy4lyB3d3fasmULHTp0SCMtGv1JoVBQTk4O7dmzh9avX08zZ87k6uDq6kqbN2+mQ4cO0fXr1wWrg0wmo9TUVPrkk09o5cqVZGZmxrU0BAYG0ssvv0x//PEHNTY2ClYHUf1LhGsBdbPgurCwkPfAcXV1pbS0NEFuskqlkufBAEB33XWXRj29nZ2d5Orq2ufD9OjRoxqz01PXr1+nN998kywtLemnn34SzM7/Z3333XcEgHJzc291VUT9hdTR0UFHjx6lZcuWcc3Xmmw9a2hoIH9//173gwkTJtBtt91Gr732Gv32229UUVExYltyuZw2bdpEAOi+++7jLZNKpZSSkkJffvklrV+/nmxsbLi6WFhY0MqVK2nHjh0UFRU1qFY8hUIxrDorlUoqLCykn3/+mZ588klyd3fnnANmZmZ011130fvvv0+RkZEabU3sKZlMRmlpafTFF1/QfffdRzNmzCAAxDAMOTk50aZNm2jfvn1UUFAgKPSXlpbSwYMHafPmzeTm5sa1eFpaWtJ9991HX375peAe9uvXr9Phw4dpy5YtvDrMmDGD1q1bR7t376bs7GxSKBSC2FcqlXTlyhX69ttv6aGHHqLZs2dzx8LFxYUD/uG8CIoaugaCa3H48yGKiPDSSy+xMI+9e/dCLpfj8ccfR2pqKhQKBXbs2KHxzgjV1dV9duCzsLDArl27cOedd2rMVnh4OObPn99r/h133IGjR49qrJObQqHghsZlR8nKyMjAlClTkJubq9HR0fqyXVpaqtH8uH8XPfnkk/jpp5/Q1NT0l0jUL2poam5uxpEjR5CSkoLdu3drpMPxCy+8gL1796K5uZm3LD4+XqM5dtvb27Fy5UqcPn0aAGBra4tHH32US7vGZsZg84uzk6enJ8aNGzckW0SEl19+GRUVFfjxxx8HXJdNwcamX0tMTERdXR20tbXh5OQEHx8fbrK1tRXsupFIJEhNTeVSofUcxpodaMPPz0/QTnEVFRVcR8m4uDikpqZCJpNh4sSJ8Pf3R0BAAPz9/UfcYXMgtba2IiEhgesomZCQgLa2NhgZGXFZSdhh0w0MDASpQ0tLCxISErhOkgkJCejo6MD48eM5+4GBgfDw8BjRQFQDqbKykrMfHR2NjIwMKJVKWFlZcRlJgoKCBO2o+U/VLc9zfbN0s7KFJCYm9vtAudHws8OVRCLplRvTysoKn376qUbBGgDuuusu/PbbbzA0NMSkSZMwceJETJo0CZMmTcLy5cuxdOlSjdpTV2dnJzIzMzF58uRhDSsrauRiR4hbvXr1ra6KqEFKoVAgPDwcP/zwA8LCwtDZ2YlPP/0UTz31lEbKT09Px5IlS3ipJgHA09MTHh4e8PDwgLu7OxwdHUcMETKZDA899BD279+PoKAgXtaN+vp6pKam8vIcV1RUAFANpqQO2+7u7oOCqszMTDg7Ow+pjkSqYcTVYTstLQ1SqRRGRkbw8vLiAfdIU5UOVI/+hrGeNGkSb1Q9T09PwSCzo6MDqampvDSAtbW10NXVhYeHBy8zyZQpUwSpg1wuR2ZmJgfbsbGxuH79Opd+Tz3n9tSpUwWpg0wmw6VLl3gpAGtrazFq1Ch4e3tzsO3v7w8TExNB6tDS0oK4uDgOthMTE9HV1YWJEyfyYHskA+yIUkmEawG0YcMG7N27lzfvgQcewA8//CCIPaVSCR0dHRAR9PX18corr+D5558XxCtw/fp1TJgwQUzDJkqUhlVZWYl9+/bB3t4ey5YtG3F5zc3N+OCDD/Djjz/i+vXr3PzRo0ejvLx80CNXDkZXr17F4sWLuSG3bWxssHDhQqSmpiI9PR0dHR3Q0dGBo6MjB9vu7u5wdnYeciuUUqnEM888g8zMTERERAy4bkVFRa+BRRobG6GlpQV7e3ueh9vZ2XlYo+UNRuyIfurAzQ7fPH36dB5su7u7C3Z/bW9v57zb7Oh2VVVV0NbWhrOzMy8V4HCHC7+RiAhFRUU82M7OzgYRYcaMGTzYdnJyEgzy1NPvxcbGIjMzk6uDOmw7ODhAW1tb4/aJCAUFBTzYLigoAMMwcHR05KUAFMqZ1NXVhdTUVC79n/oAO35+fhxs+/j4CNpa/HeUCNcCqK6uDtbW1mhsbASgGhI3Pz9fMA8FAIwdOxaLFy/Ghx9+qLEhtUWJUldZWRlSU1OxYMGCEY1kJup/UigUOHv2LL755hucOHECWlpaKC8vx8SJE0dcNhHhrbfewuuvv86bb2BggKVLl8LFxYWbpkyZMmKQqq2txR133IHk5GTcdtttXPgGG+KVlpaG1NRUpKWl4dKlS2htbeUgl4Vtd3d3uLq63nAAESLCuXPnhjz6JpFq6O7k5GRu+OzU1FRIJBLo6enBxcWF5+G2s7MTBKwAladdfTS/pKQkNDQ0QEdHB87Ozjzgtra2FiSchIhQUlLCG0aazXc9ceJEbhhrPz8/eHl5CXbdNzc3IzExkcu5zYZxGBoackNZ+/v7w9fXV1Cvbs9QEolEAiMjIy6cJSAgAN7e3oJ5+aurqzngj46OxqVLl6BQKGBhYcGDbUdHR0HOB3aAHRa2o6OjUV5eDh0dHXh4eHCwHRAQgAkTJmjc/t9JIlwLpN27d+Pxxx8HIPwoeYAqvtHPz09QG6L+2WLP6eLi4n9UPDoRISoqCufOncM777yjkTLLysrw7bff4rvvvuMNg/2vf/0Lx48f14gNVj/88AM2bNgAuVwOQBWuYWpqioyMDFRWVgIATE1NOdB2dnaGi4sL7O3th+zJbWtrw8qVKwGohp7vT0qlEkVFRTzgTktLQ2NjIxiGgbW1NQ+43d3dBYMqhUKBvLw8nnc7IyMDUqkUBgYGcHd353m4raysBPPoFhYW8rzb6enpkMlkMDY2hre3Nw+4NfEC1pc6OjqQlpbGi92urKzkBnZRDyeZPXu2IPuCHVxG3bvNxtQ7ODjwvNtz5swRpA5yuRwZGRm8AW4qKiqgo6PDjeTIArdQ4SxtbW1ITEzkPNvx8fGQSCQwNjbmxW17eXkJ0lLNvnypw3ZeXh4AwN7enoPtwMBA0anXQyJcCySFQgEfHx/I5XKkpKSI8Uui/t/r0Ucfxa+//ora2tp/ROeXtrY2/PTTT9i1axeys7Oxbds2vPHGGxopOzMzE3feeScPrAHA3d0dt912GxwcHODg4AAbGxuNPDTPnTuHlStXorW1FS+//DLeffddACpvc2ZmJjIyMrgpJycHMpkMOjo6sLOz43m4XVxcbjgcs0wmw8GDB7F+/foh1ZF9kKvDdmpqKjeyqZWVFQfaHh4ecHNzEwww2eHCWe92cnIyLl++DKVSifHjx8PT05Pn4RYqTrezsxPp6ek84GYhc+bMmTzYdnNzEwywysrKeLHbaWlpkMlkmDBhAg+2vby8RjxseX+qqqridZRMSUmBVCqFqakp/Pz8uI6Snp6egoTVsOenetw2O5LjzJkzOdAODAyEvb29IJ5lFvjVQ0mqqqqgp6cHT09PXty2UJ7l2tpaxMbGcrCdlpbGedfVYVuoffD/RSJcC6jExETI5XJBOjGKEnWz5erqismTJw/okbzZunbtGjfUu6Y8m7m5udi1axf27duH1tZWbn5+fj6sra01YgNQwcKyZcuQnJzMzQsNDUVFRQUKCgqgUCigpaWFWbNmwcHBAfb29iOC7vT0dNx+++1Yt24dPvjgg37Xk0qlyMvL4wF3RkYGB7mTJ0/mvNvsZGNjA11d3eHtiAFERCgvL+dgmwVutqOihYUFB9sseAvlRZRIJLh06RLPw83GTU+ZMqVXhhIh4aZnOElTUxN0dXXh4uLCA26hvLqdnZ1IS0vjhZOUl5dDS0sLjo6OvNhtoTJRsHVQ925XV1dDR0cH7u7uPO+2UC8/zc3NSEhIwMmTJ3H27FmUlZWhs7MTJiYmHPCzoSRCxCyzYU7qsK3uWVYPJZkxY4Ygx0EikSAhIQHR0dGcd729vZ3LisLCtoeHh2B9Gv6KEuFalChRN1R7ezuMjIzw8ssv46233rrV1UFycjI+/PBDHD16FH5+foiJidFIuZ2dnbjrrrtw9uxZ3vxRo0bhiSeewJw5c7jJwsJixJ6Z9vZ2rF+/ngsFycjIgLOzM7q6unDlyhXk5OTg8uXLuHz5MnJyckYM3aWlpTh//jweeeSRIde1qqqqF3Dn5eVBoVBAT08PDg4OPOB2dnYWDDCrqqpw6dIlXlhJSUkJABX8q8O2u7s7LCwsBAGLxsZGpKSk8DzcbOdRKysrHmx7eHgIErOsVCpRUFDA825nZGRALpdj3LhxvcJJhDomZWVlPNhmM6SMHz8ePj4+nHfb29sbRkZGGrfPZmlRh+2srCwolUpYWlryYNvFxWVErckKhQKJiYk4ceIETpw4gcuXL8PIyAiFhYWcd5vtKFlZWckBv3pHyb7S52pCtbW1XEaQmJgYpKSkQC6Xw9zcnAfbzs7OgvQnYLOisLAdExODuro66Ovrw8fHh4NtPz8/wVo5/goS4VqUKFE3VHx8PPz9/fHrr79i+fLlN1y/pKQE77//Pl5//XWNPUSUSiVOnjyJnTt3Ijo6mpv/8ccf45lnntGIDUDV9Priiy/io48+4uZNnjwZ5ubmuHLlCtra2gCogHv27Nk84J4zZw6sra2H1EFQqVTiP//5D95//30kJCTAx8en33WFgu7hqrOzEzk5ORxssyEmDQ0NAFQ5p3uGlcyZM0eQh3p9fX0v4GY9y6ampr1iuIWKna6qquqVoaS+vh4Mw8DOzo7n4XZxcREkx3FHRwcuXbrEA+5r164BAGbNmsWDbVdXV0Hq0NXVhUuXLvHCScrKysAwDBwcHHh5t4XqsNnS0oKTJ0/iwIEDqKqqQkFBAVpaWjBmzBh4e3tzoSS+vr6Dzp7z6aef4p133uFacliph1uxYtMhqoeSsJlRrKysuDCSgIAA2NnZCbIP2tvbkZyczIFuXFwcWlpaMHbsWPj5+XGwLVRGECJCXl4e10kzOjoa165d49IgsikAAwMDBU36cLMlwrUoUf8wKRQKMAwzpBs56x0zNzcf0Ntw7do1vPvuu/jhhx8wZ84cXL58WRNVBgC88cYb2L59e6/5d999N9zd3WFpaclNU6dOHXGYwo8//ogNGzZAKpVi6dKl+P3330FEqK6uRkFBAQoKCnDlyhXue2FhITo6OgCoMnKw4G1tbc2D74kTJ/YJdd999x1sbW3h7+8/5Lr+laCbDeXo6eUuKCiAUqmEvr4+HB0deZ0nnZ2dBemw2NzcjPT0dF4cd15eHogIxsbGPNj28PDAnDlzNA44LGCxoJ2SkoLU1FS0trZCV1cXzs7OPA+3vb29IH10qqure4WTtLS0QE9PD66urjzgFioNX3l5OQ+2U1NT0dXVhXHjxvXybhsbGw/LhlKpREpKCudVzsjIgIGBAUpLS2FsbIycnByed5t9AbOzs+N5t21sbPrcBw0NDZg/fz7S09N58++77z6sWLECISEhMDU17bd+TU1NiI+P52A7MTERHR0dGDduHBdKwnZSFCJ2XKFQICsrize4DNtR08PDg4PtgIAAwfo0XL9+nQfb7AuHtbU1L9+2UC/AN0MiXIsS9Q9SeHg4PvjgA5w+fVqjN63i4mK8++672LdvH5eV4rnnnsPOnTs1ZoOIsGvXLvz73/+GTCbj5gcGBqKsrAzXr1+HQqEAAGhpaWHKlCmYPn06D7rVJxMTkxvug4SEBKxYsQK2tra4ePHigOsqlUpUVFTwgJudioqKIJVKAQBGRka9gJudxo0bp9Hj8leC7vb2dmRnZ/M83BkZGWhpaQGgyvfc08ttZWWlcdhta2tDRkYGL4778uXLUCgUMDQ0hKurKw+4bW1tNQ67SqWSG4GWndLT09HV1YUxY8bAzc2N5+EWIisHW4fExEQkJCQgMTERWVlZUCgUmDBhAhdO4uvrC29v7yGPcnkjEREyMzPx9ddfw8DAgOs0WVpaCoZhYG9vz4vdHszoll9++SXefvvtXgMaPf/889ixY0ef/6mpqeF1lExOTkZXVxfGjx8PPz8/Dra9vLy4FHz19fWYP38+MjIyAADjxo3DzJkzcenSJRARnJycMG/ePMybNw9z584dcN+xYRTq3u2qqiro6ur2CiURwrPLdtRUj9tmnSI2Nja8UBKhXroaGxsRFxfHwXZycjJkMhmmTJnCg20nJyfBUmNqWiJcixL1FxAbL2hlZSVI+fn5+XjhhRdw4sQJ3HXXXfjll1+G9P9XX30VwcHBWLRoUa9lhw4dwrp16ziwZeXn5wd3d3eYmppi4sSJvT4nTJgwrA4uiYmJuOeee7hMGw0NDRg3bhwUCgUqKytRWlra78TmngcAQ0NDDrT7gnDW+11eXo63334bX3311ZDrykqhUKC0tLRPj/fVq1e5fTdhwoReISbsd03GJ/5VoJt9sPf0chcVFQFQtQA4OTnxgNvJyUnjsZodHR3IysriAXdWVhakUilGjx4NFxcXXsdJBwcHjXfOkkqlyM7O5nm4s7OzoVAoYGJiwstQ4uXlhalTp2ocdNhBZtTDSdjrzNramufdHs6gO3K5HLGxsfj999/x+++/o7CwEFZWVsjPz+deYCoqKnix2ykpKejq6oKJiQkH+35+fvDx8enV2tHQ0IAFCxbg0qVLvPmrVq3C3XffjZCQkBtmu5FKpbh06RKXc5uFXW1tbbi5uXGwbWtri/Xr1yMzMxPBwcGIjIxEQ0MDoqKicPHiRVy8eBFZWVlgGAaurq4cbAcHBw8Yc84+C9TjtlnYnT17Ng+2B/PCMRw1NDTw4raTk5MhlUphZmbGg22hRnLs6OhAcnIyB9txcXFobW3lco6zsC1UCkJNSIRrUaJusa5fv46NGzciJCQEW7du1WjZdXV1eOONN7B7927Oo7xjxw48//zzgy6jpaUFJiYmePPNN/Hqq6/2Wk5E+Prrr/Hss89yYRGAyqMMqDrY1NbWcnG46jI2NuZguy8A7/k5duxYMAyDuro6rF27FufOnRtSFo/W1tYB4fv69evcfmIYBubm5rC0tISFhQUH4OogPhjv940kk8lw7dq1Pj3eJSUlYO/DZmZmfYaZzJ49W2Oxkn8V6G5tbeW83Orx3BKJBIAqblg9rMTFxUXj2RCkUikuX77My1KSkZGBzs5O6OrqwsnJiQfcTk5OGm/Gb29vR3p6Os/DfeXKFQCqfgA9gXugcIShSCaTITo6GufOncNjjz3GSweYnJyMtrY2jBo1Cu7u7jzgHugYvPrqq/jqq6963Qd2796NTZs29VsXqVSKjIwMXjgJGz9uZ2fHi922s7NDU1MTL2zDxMQEVlZWnFfZ3t4e8+bNQ0hICObOnXvD0Af2BVA9lCQjIwNKpRLm5uaQSCSYOnUqfvjhB7i6uvLC0WpraxEZGcnBdm5uLrS0tODh4cHBdmBg4A07ujY2NvYKJens7OS862wYh1BpCDs7O5GSksLBtvpIjr6+vhxs+/r6CtJpV6FQIDMzk5dvu7q6Gnp6evDy8uJgW8ih44cqEa5FiepHTU1N+PLLL/Gf//xnWP9nr5/+HjZEhO+++w7PPvssWlpa8Ntvv2lk2GtWYWFhePjhh9Hc3MybP2vWLJiZmWHUqFEYPXo077OveWVlZfj666/x1FNPwcPDo9//XL9+HS+++CJyc3MBAIcPH8bKlSs5z4pcLkdDQwPq6upQW1vLfap/7/nZ1dXFq7uenh5MTU25qbq6GnZ2dnB0dOwT0E1NTYfkWVEoFKiqquoTvEtKSgb0fvecpk+fPuLY787OThQXF/OAm4Xw8vJybr1p06b12bHSyspKI53VBgvd6sBtb28PW1tbjUG3UqlEcXFxLy83myXEyMioV4pAR0dHjXbSksvlyMvL6zXapEQigba2Nuzt7XmZSlxcXDQOG01NTUhNTeWNMllaWgoAmDFjBg+23d3dB52Zo7W1FWfOnMFvv/2GP/74A01NTdi8eTM+//xz3noKhQK5ubk873Z2djaUSiUmTpzIg20vLy8OdoqKijBv3rxeud2feOIJLF68GEFBQYMOPamsrOS82wkJCUhOTkZnZyeMjIzg4+MDFxcXhIWFobi4GL6+voiPj0dTUxOioqIQERGBiIgIpKeng4jg6OjIg+3BZFNpa2tDUlIS4uLiEBERgdjYWHR2dkJfXx9eXl7ciI5+fn688qqqqhAREcHBdkFBAXR0dODl5cXBtr+//w3PWda7rh5KUl1dDV1dXXh4ePC82zfy1A9HSqUSOTk5vLjt0tJSXidFdhIiKwoRoaioiANt9aHjnZycuA6SQUFBgqVhvJFEuBZQ0dHRICIEBwffVLus9uzZg9DQUMyePfum266srMSzzz6LTz/9VKMXd11dHQoKCgYcjbKwsBD79+/HkSNHEB4ePqw4tcLCQixduhQzZ87EqVOnBlxXoVCgpKQEubm53JSXl4fc3FwkJSX1uf9LS0uxYcMGnDt3jpsXHR0Nc3NztLW1QSKRoK2tjfe9r3k3Wr5p0yZ89913vBjlFStWYNq0aejq6kJnZyfvs6/vdXV1aG5uhoGBAWQyGRc7PBhFRERg7ty5g15fXUQEiURyQwCvqalBfX09amtr0dTUxCvjjz/+wO233z4s+/2ptbUVZWVl/Xq/y8rKOO/3kSNHcM8992jUPiuJRIKioqJeYSYFBQWorq4GAHz//fd48MEHBbEP3Bi6v/jiCzz55JOC2QdUsJmVlcUD7uzsbHR0dOC///2vxluDekqhUKCwsJDXaTItLQ3Nzc14/fXX++yEOxJdv34dv/32G0xNTbF69WoAqs6K6ukAk5OTUVtbixdeeGHAnOaAqmVq3bp1OHv2LO/a1tbWRmFhIWbMmHHDOrW1tfUKJykvL8eTTz6JL774gluvuLgYISEhHGCbm5tj/PjxyM7O5sIn5s6di5CQEAQFBQ06g4dMJkNGRgYvnOTq1asYN24cPD09efdZVg0NDYiOjsbFixcRERHBxU87OztzsB0cHDyoOrCjfKp7t69cuYLVq1fj0KFD/f6vvLycA+2LFy/i6tWr0NPTg6+vLwfbvr6+N3xBZmFTHbZzcnK4jtg3Q6WlpVwoS0xMDLKysjB//nycP3/+ptivqqriQD8mJgbp6enw8fFBXFzcTbHfUyJcC6jVq1dDJpMhLCzsptoFVANhODo6Yt++fVi3bp1gdk6dOoUlS5bwvLN//vkn1q5dC0NDQ/z+++9wcHDQiC2ZTIZFixZhwYIFvbzJVVVVOHz4MA4cOICkpCTuwfPyyy8P+c01MjIS//rXv9DQ0IC7774bx44dA/A/kOgJ0Pn5+ejs7ASgarq3s7PjpnvvvbdXs+O+ffuwZcsW3gAlA0lHRweGhoYwMDCAoaEh73tf89S/L1y4ENXV1diwYQN3kxkq8KxatQrJycm4evUqAJXXQiqVDgjnsbGxKCoqwvvvvz/oB6QmJJPJUF9fz4G3kLmW+5NCoUB1dTVKS0sxe/ZsjTXVD0UtLS0oKCiApaWlYD3+B1JXVxcKCgowceLEW5JeS6FQoKCgAMbGxoINKjOQ2LjZ0aNHw9zcfMTl5ebm4pdffsGvv/6K5OTkG4IvEXGexGnTpt2w/CNHjuC+++7j9ZsYN24cnn76acydOxc+Pj5DDjcoLy+HQqGApaUlb746YK9ZswYHDhxAbW0toqKiEBkZiYiICC5W2dnZGSEhIUMCXVZVVVWorKzEiRMnsG3bthuuX19fz3m21eOlXVxcEBISgnnz5g3Ju15XV4fW1lbMnDlz0HUuKSnhwXZZWRlGjx4Nf39/Dra9vLwGFeve0NCApqYmwfrx3EhNTU2oq6u7Jc49QHUPrK6uxpw5c26J/YHgGkT0t5k8PDzoZmvVqlW0YsWKm2Krq6url207OzuSy+WC2VQoFDRjxgw6deoUERHJ5XJ67bXXiGEYWrlyJTU1NWnU3mOPPUYA6IEHHiAioubmZtq3bx8tWrSItLS0yMDAgNatW0enTp0iqVQ6LBvffvst6erqEgACQLNnz6alS5fS7NmzSUtLiwAQwzA0c+ZMuv322+m5556jvXv3UmxsLDU0NAzKxrVr1+j+++8nhmE4OwDo008/paSkJMrJyaGSkhKqr6/vdVyHK4VCQV9++SWNHTuWHn/88SH9NzQ0lFatWjVkm0qlcsj/ESXq/6skEgmFhYXRs88+q7H7blhYGNnY2PDuEwBozZo1GilfXUePHiVtbW3OhouLC02bNo0AkJ6eHgUGBtJ//vMfOnfuHLW2to7IVlFREVlaWtKGDRv6XF5bW0vHjx+np556ipydnbk6OTs701NPPUXHjx+n2traQdka7n2otraWjh07Rps3byYHBwfu3u/u7k7PPvssnThxQuPPOHUplUoqLCykb775hu677z6aMmUKAaAxY8bQokWL6L333qOEhASSyWSC1UHU8AUghfrh0VsOxJqc/u5w/eabb9Lhw4eJiCgjI4MAcL+F0qlTpwgABQYGUkVFBYWEhJCenh598cUXGgerL7/8kge8q1atotGjR5OOjg7deeeddODAAWpraxt2+XK5nJ5//vleDzE9PT265557aNu2bXTw4EFKT0+n9vZ2jWxTeno6LVmyhLO1Y8cOjZQ7kMrKyuiDDz4Y8v/EG7goUb3V1NRE+/fvp3/961+kr69PAOiNN97QWPkSiYQWLFjQ6740b948+uqrr+jy5csavdceP36cdHR0CADt27ePlEolFRcX0/fff08PPvggWVlZEQDS0dEhHx8f2rp1K508eXJYkFlUVESffPLJoNatq6ujX375hZ5++mlycXHhHBNOTk60ZcsWOnbsGNXU1Ay5DkNRdXU1HTlyhJ544gmys7MjAKSlpUWenp70/PPP0x9//EHNzc2C2VcqlZSXl0dfffUVrVq1iiZOnEgAaOzYsXT77bfTjh07KCUlRVCHmqjBS4RrAXUz4fq9994jAPTCCy/Q0qVLydnZmRQKhaA2ly1bxt3sjY2NycrKilJTUzVu588//+R5VACQp6cn7dq1a9DeixtJKpXSwYMHKSQkpNeD7OrVqxqx0Z/Cw8PJy8uL7rzzTkHtiBL1T5RUKqWzZ8/Sxo0bqby8XCNl1tXV0R133MFr5QJA+vr6GrsnsWpvb6fbbruNs6GlpUULFiygMWPGEACaMGEC3XXXXfThhx9SUlLSiF+Ef/nlF9LR0aFjx471uby0tJR+/vln2rhxI+dV19LSInd3d/r3v/9Nv/zyC9XV1Q3K1nBfDOrr6+nXX3+lZ555htzc3DjYdnR0pCeffJKOHj1K1dXVwyp7sKqqqqJDhw7RY489Rra2ttx+8PLyoq1bt9KpU6eopaVFMPtKpZKys7Pp888/p3/96180fvx4AkAmJia0bNky+vjjjyk9PV1wDhDVt0S4FlA3E653797Nu8k//PDDVFpaKpi9kpISLkyCnS5cuKBxOwUFBTRu3LhewPvwww9r3BarvLw8evbZZ7mb1ZtvvimYLVZKpZLOnj0ruJ2h6osvvqBly5aJ3hBR/6/U1dVFp0+fpocffpi7jpcsWaJRG99++22v0C5TU1N68cUX6cSJE1RfX68xWx0dHXTHHXdw8ESkemlITEykHTt20LJly7j7pKGhIS1cuJDeeustioiIGFZL26+//jro+3llZSUdPnyYnnzySXJ0dOT2hZOTEz355JN05MgRqqqqGnIdhqKGhgb67bff6NlnnyV3d3fuuNjb29MTTzxBR44cERy2Kyoq6ODBg7Rx40aytrYmAKStrU0+Pj700ksv0ZkzZ0YcTjOQFAoFpaen08cff0zLli0jY2Nj7uXrX//6F33++eeUnZ0thuvdJA0E12KHxiGKiPD0009DIpHAw8MDhw4dgkKhwLp165CamopRo0bhiy++EGSEoyNHjnA9x9Xl5uaGQ4cODToP8GC1bds2vPXWW7x5BgYGOH78OBYvXqwxOxkZGfjjjz+QkpKClJQUXhqnhIQE+Pj4aMxWT3V2diIsLAzh4eH45ptv/t8OwzoS3XXXXcjLy0NeXt6troqov5mkUin+/PNPHDp0CK+++qpG7lFKpRLPPvssfvzxR17KRAA4f/48FixYMGIb6tq/fz/Wr18PpVIJAPD29kZTUxOXi9rBwYHLQRwYGDiiXNxdXV1YvXo1kpOTeWkYWbHp0aKiohAdHY2oqChUVFTwcgEHBwfD399/UEOLE9Gw6lpXV4eYmBhERkYiMjKSS3lna2uL4OBgzJ07F3PnzhU0RVpTUxOio6O5DpKXLl2CUqmEnZ0d10Fy7ty5gna2LS8v53JcR0REoLCwkEu7x3aQ9Pf350Z91LQUCgXS09O5zpFRUVFoa2vDpEmTOPvz5s2DtbX1P/LZJrTEbCEaVmZmJtzd3XuNVqelpYXk5GS4u7sLYvfcuXO9oDYwMBC7d+/WWLYOVjKZDNOnT0dlZSU3b/z48TA3N8eMGTOwa9cuWFhYaNQmq+rqaqSmpoI9loPpBS5q+Jo6dSpCQ0Px008/3eqqiLoFGi5g9Se5XI6LFy/i8OHDCAsLQ2NjIwICAhATE6MxGykpKVi8eHGvwUrWr1+PgIAA+Pv7w97eXmMj2x09ehT33Xcf5HI5Dhw4gDVr1qCmpoY3wl1qairkcjnMzc25/L8BAQFwdnYeUh52qVSKbdu24f3337/hukSqjCUsaEdHR6OgoABaWlpwcXHhBt4ICgoSFDKbmpoQGxvLwXZqaioUCgWsrKw40A4ODtb4IEDqam5uRkxMDJfjOi0tDUqlEra2tjzYFiInM6vr169z9i9evIji4mLo6urC29ubg10/Pz+N5mVXl1wuR2pqKgfbMTExaG9vx5QpUzjQnjdvHqysrETY1oDEbCEC6Omnn+4VxvDEE08IajMpKYmzNX78eNq7d69gsVY1NTV06NAhio6OpqKiIo118BP111J5eTkBGHSnI1F/DzU1NdH3339Pt99+u8aa0pVKJW3fvp3rhKU+HTlyRCM21JWZmUmTJk3ibMyZM4dCQkK4TodGRka0aNEi2r59O507d27EHdF+++030tPTo7CwsD6XSyQSunjxIr399tt02223kZGRES+E44033qALFy4MqlP2SJr1Kyoq6MiRI7R582Zex0Bra2t69NFHad++fXT16lVBQwdaW1vp7Nmz9Morr1BAQAAXt25hYUHr1q2jPXv2UH5+vqB1aGpqoj/++INeeOEF8vb25vr02NjY0KZNm+jAgQMai8/vTyUlJbRv3z566KGHaObMmVwH+qCgIHrttdcoPDxc0GdrV1cXxcTE0FtvvUWhoaE0evRo7jisX7+evv/+e7p27Zpg9v/ughgWonk1NzfDxsaGG8jB1NQUV65cGXR+zOGosLAQc+bMwfr167Fz585bkttW1N9Lv//+O5YvX47Y2Fj4+/vf6uqI6pZcLoe2trZGvUtdXV04ffo09u/fjxMnTnAhCAMNgDFU5efnY+HChb1G6FuyZAn8/f3h4+MDb2/vQYUsDEZXrlzB/Pnzcf36dTz88MP49ttvIZPJkJmZyQ30ER8fj5KSEjAMA0dHR/j7+8Pf3x9+fn6YPXv2kPbxmTNnMHr0aISEhNxwXYVCgezsbM6zHRMTg+vXr0NbWxtubm4877aQ3lTWq8x6t1NSUiCTyTBt2jQujCQoKAh2dnYa8/T3VEdHBxISEhAZGYmoqCjEx8ejs7MTkydP5rzac+fOhb29vWAe1ZaWFsTGxiIiIgKRkZFISUmBQqGAtbU1N6iN0KEs165d4w2VXlpayhtQJiQkBL6+vhob8bSnOjs7kZiYiPDwcFy8eBEJCQmQyWSYOXMmz7N9q0Y8/P8mMSxEIP30009Yv349AODbb7/Fww8/LKi91tZWpKSkYN68eYLaEfXP0alTp/Dee+/h7NmzgjVVihq8srKysG/fPhQVFeGXX37RSJlEhK1bt+Lbb7/tFaMcFRWFoKAgjdhhVVpaioULF3IxyRYWFvDy8uJG9GMYBra2trwhtJ2cnIYUOqGua9euYf78+Vi0aBG++uqrPtcpLy9HfHw8B9upqamQyWQwNTXlwbanp6eg10FpaSkPtrOzs0FEmD17NhezHRgYCBsbG8Egs729HYmJiRxsx8fHo729HRMmTEBgYCAH225ubsM+JjdSV1cXkpOTOdiOjY2FRCKBqakpgoKCuFASJycnaGtrC1KH1tZWLpQlIiICycnJUCgUmD17Ni+MZDAD9AxXV69e5Q2Vfv36dYwaNQp+fn4cbPv4+Nxw9Mbhqr29HXFxcZz95ORkyOVyzJkzhwfbt2KQqP8PEuFaIBGphj2Xy+WIjY0V7K1flChRt15EhMbGRo2PRllXV4eDBw/ihx9+QFpaGgDgu+++w0MPPaQxG+np6bjtttu4ljZWQUFB8PLygoeHBzw9PTF79myN3Meqq6uxePFiZGRkYMGCBdzwyOXl5bzhs1NSUiCRSKCvrw8PDw8ecFtYWAwaMCsqKnDixAls2rRpUOt3dnYiNTWVA+64uDhUV1dDR0cHbm5u8PPz46BbqL4lgMqrHB8fz8F2UlISOjs7OdBlgdvDw2NQI/YNRzKZDJcuXeJitqOjo9HY2AhDQ0P4+flx3m1vb+8hj+A4lDqkpaVxIzhGR0ejpaUFJiYmCAwM5GBbSOBva2vrBdtyuRyzZs3iwbZQ5wN1x8+znSMvXryI8vJy3uiNISEh8Pb2FuxcaGtrQ0xMDAfbqampXCdRFrRDQkJuyYi0f0WJcC2gMjMzIZfLBevEKEqUUCIiyOVy6Orq3uqq/KXV2NiIn3/+GXv27MHbb7+N5cuXa6TclpYWPPzww/j9998hk8m4+UZGRqioqNB4hoGioiIsXrwYRUVFAABra2sEBgYiJSUFly9fhkKhgJGRETw8PDjY9vT0HHbnp6amJtxxxx0wMjLC6dOn+1xHLpcjJycHCQkJHHDn5OSAiDBlyhQebHt6emLs2LEj2gf9iQUbddjOzMyEUqnEtGnTeLDt6uoqGNxIpVKkpaXxvNv19fUYPXo0vL29OeD29/eHiYmJIHXQdEaS4UihUCAzM5PrIBkVFYWGhgYYGhoiICCAg21PT0/BjoVEIkFcXBzXQTEpKQlyuRxWVlYcaIeEhPQa+l1TIiIUFRXxYLuyshL6+voICAjgOkgKuQ+am5sRHR3NwTabFcbZ2ZmD7eDgYEHDYf/KuiVwzTDMdwDuBFBDRI59LH8BwNrunzoA7ABMJKIGhmGuAWgFoAAg76/yPXUr4FqUqP+vunr1Kuzs7PDzzz9j5cqVt7o6wxIRIS0tDR4eHhovNy4uDnv27MGRI0fQ2dmJiRMnory8XKMvI8eOHcO6devQ1dXFzdPW1oaTkxNcXV3h4uLCfWriAVZVVYUlS5YgPT0dd955J06cOAFAFRObkZHBpcNMSUlBbm4ulEolTExM4OnpyQPu6dOnDwq4JRIJvvvuO2zZsmXQdWxpaUFKSgrPw11VVQUtLS3Y29vzgNvBwUHQsIHk5GRe7HZTUxNGjx4NT09PXjjJpEmTBKkDESE/Px+xsbEcbBcWFnLx42wYSWBgoKCQd/XqVZ5nm81I4uzszIWRCJmRhAV+ddiurq6Gvr4+/Pz8uLhtIeOVJRIJ4uPjuZjtxMRELl6ZBe2QkBBMnz5dEPtEhIKCAg60IyIiUFVVhTFjxiAwMJCDbQ8PD8EcJg0NDYiKiuJgOysrCwzDwM3NjYPtoKAgGBkZCWL/r6ZbBdfBANoA/NgXXPdYdymAfxNRaPfvawA8iahuKDZFuBYlavA6evQoVq1aheTkZHh6Dur99S+jzs5OHDx4EJ999hlsbW1x8OBBjZV98eJFbN68GTk5Obz5W7ZswWeffaYxO6xiYmKwbNkyLh560aJFcHBwQHp6OjIyMrh0c5aWlnBxceEBt5WV1ZDDOJqbm3HXXXfB0NCQg+u+JJFIkJ6ezsF2amoq8vLyQESYMGECD7Y9PT0xbdo0QeKEiQhlZWVITEzkPNypqano7OyEgYEBvLy8eMBtbm6u8ToAKsDLz8/nYDsuLo7LDT9r1iwOtv39/QWF/qqqKg62Y2NjkZaWBoVCgWnTpvFg29HRUbA6VFZWIiYmhgPuzMxMEBGsra15nSSFSr1HRLhy5QoH2pGRkbh+/Tr09PTg4+PDwbaQOabb29t5sM12Dpw+fToH2iEhIZgxY4Yg9tkXL3XYrqmpgaGhIQ+23d3dBQulqa2t5XXQzM3Nhba2Njw8PDjYDggIgKGhoSD2b7VuWVgIwzAzAJwcBFwfAHCRiL7p/n0NIlyLEiWoXnzxRXzyySdoaWnRaIcZqVSKn376Cffee6/GH2zXr1/HV199hT179qCuTnV7+OWXX3DXXXdpzIZUKsWmTZvwww8/9FpmaWkJe3t72Nvbw87OjvscqVc5Ly8Pt912G0pKSvDiiy9yOY6JCNevX0dGRgYH2+np6SgsLAQAGBoawtnZmQfcTk5ON+yU19nZif379+ORRx4ZUj1bW1tx6dIlDrZTUlK4josTJ07kwbaHhwfMzc0FgSuZTIasrCyed5sF3WnTpvFg28PDQzDAamhoQEJCAgfbSUlJkEgkGDt2LHx8fDjY9vHxESyMQyKRIDExkfNsx8fHo62tDUZGRvDz8+Ng29vbW7DOmrc6IwnrXVeH7atXr0JHRweenp5cNpLAwEDBvKrt7e1cRpSIiAgkJCRAKpXC0tKSA207OzuMHz9e4wO+Aap9kJuby4Pturo6jB07FkFBQVwdhIxbr6qq4nXQLCgogI6ODry9vTnY9vf3Fyx2/2brLw3XDMOMAXAdwGwiauiedxVAI1T5S78moj2DsSfCtShRA4vUBgwJDQ3lmr41ofb2duzduxc7duyAqakpLl26pJFyARXwPvroozhw4ABv8CZdXV2kp6fD2tpaow8MIsIHH3yAl156iZv33//+FzKZDDk5OcjJyUFeXh46OzsBAFOmTOkF3fb29kNKl1lZWYk77rgD8+fPx44dOwZct62tDVlZWTzgzsrKQnt7O7S0tDBnzhwOtlnwnjJliiCg29zcjLS0NA62U1JSuLjuyZMn82Db09NTsLRzTU1NSE5O5sVv19XVcWE26sBta2srCOTJ5XJkZWXxQkmuXr0KhmFgb2/PCyURatQ8tg7qcdsVFRXQ0dGBh4cH10kyICBAsHCW/jKSjB8/ngshCQ4OFhT0ysrKONCOjIzElStXoKWlBTc3Nw62g4KCNN5BmVVHRweio6Oxf/9+LhMI25dgwYIFXCiJUAO6EBEuX77MxYxHRESgvr4eRkZGCAoK4jonurq6CtbCUV5ezoH2xYsXcfXqVV7qwXnz5sHX11ewbChC668O16sBrCOipWrzphJROcMwkwCcB7CFiKL6+f9GABsBwNLS0qOkpESTmyBK1N9CGRkZ2LZtGw4fPozRo0dDqVRi3LhxWLt2LXbt2jWispuamrBr1y58/PHHnDf5tddew5tvvqmJqnOKi4vD3Xffjaqqql7LtLW1MX36dFhZWWHWrFm8Tysrq2F3vAoLC8O6devQ0dGB+Ph4+Pr6cssUCgVKSko42Gan3NxctLW1AVDlv2dBWx28+wPd1tZWREREYOnSpb2W3UgKhQKFhYXIyMjgebrZYbRNTU17xXHb2toKEp/Z2NiItLQ0Xgz3tWvXAKhGBFWHbQ8PD0Egj/Vmqnu309LSIJVKYWRk1CucRKh44crKSsTHx3OdJVNSUiCVSjFhwgSuo6Sfnx+8vLwE8bATEUpKSniwffnyZQD/69TKAvecOXMEa2noKyOJgYEB/P39OeD28fERzKtZWVnJDZceGRnJ7QMnJyfY2dnB2toamzdv1sh58NNPP+Hw4cO4ePEi2tvbufkLFy5EQEAAIiMjERcXh66uLkybNo0Xsz1r1ixBjoFSqcTly5c5r3ZkZCQaGhpgbGyM4OBgDradnZ0Fg+2SkhIebJeVlfGyocybNw9eXl6CddDUtP7qcP0LgKNEdKCf5dsBtBHRzhvZEz3Xov4/ie00FxAQIJiN0tJSvPbaa/jpp58QGBiIqCjVO2pnZyc+/vhjeHt7Y/78+cMuf/fu3XjxxRfR0tLCm//MM89g7ty5mDJlCiZPnozJkydrxDtRUVGBlStXIj4+HoAqldx///tfFBcXo7i4GEVFRdxnRUUF978JEyb0C95Tp04d8GGSmpqKpUuXYv/+/YPKMc+GcvQE7suXL6OpqQkAYGxs3Cd0W1hYaNyjWldX1wu4c3JyIJfLoaenBwcHBx5wa6rzZE/V19fzvNupqakoLS0FoAq3UY/h9vDwwIQJEzReB6lUioyMDF78NhtiM336dPj6+nKw7ebmJgjodXV1IS0tjYPt2NhYVFVVQVtbG66urhxs+/v7w9LSUhDQamho4GyzKQClUikmTpzIG9zGzc1NENDpLyOJrq4uvLy8uDCSgIAAQTKSVFVV4fjx4zh8+DCSk5PR2dkJhmFARLC1teUNbDOcAVXi4+OxcOFCSCQS3vx9+/bhvvvug46ODjo7O5GUlMSBblxcHDo7O2Fubs6L2R7qQEeDlVKpRFZWFhfGERkZiaamJowbNw7BwcFczLaTk5NgoTzFxcU82K6srOQ6aLKw7eHhIVjrxkj1l4VrhmGMAVwFYEFEku55BgC0iKi1+/t5AG8S0Zkb2RPhWtRI1dnZCSISPCastLQUjz32GIyMjDQ6Qh6rxsZGvPfee/jss8+4TBT/+c9/8Pbbb2vczqOPPoqwsDDefENDQ857y2rcuHGYPHkyB9w9P9nv48aNG/Bh0tXVhaeffhpff/01fHx8kJCQ0Od6HR0duHr1ap/gXVxczO0XPT09zJgxgwfc6t8NDAxw/fp1tLW1wdbWdtj7iohQXV3dC7pzcnJQU1MDADAwMOCFlbDfZ86cqVFvUldXF3JzcznYZsGb7VTJdp5U93TPnDlT4w/ZmpoaDrjZT9bTPnPmTB5wu7u7Cwb9SUlJPA93Y2MjdHR04OLiwvNuz5kzR+P7gPUsq6cBzMjIgEKhgLm5OQ+23dzcBGlCZ/N+q3eUbGhogL6+Pnx8fDjg9vPzEyRmub+MJAzDwNLSEsuXL9dIRpJjx47hnXfeQXp6Om/+/PnzcezYMcTExHBx26mpqVAoFJg1axYPtgfbQTE8PBy33347LxMQAJiYmGD+/PlYvHgxFi1axGUX6erq6gXbHR0dmDJlCi/PtlDhRGz6Qxa2o6Ki0NzcjPHjx3Oe9Xnz5sHBwUEw2L5y5QoPtmtra7mYcRa2hQxjGapuVbaQgwBCAJgCqAbwOgBdACCi3d3rPAjgNiK6V+1/VgDYocl0ABwgoncGY1OE67+fGhsbb1oOzerqaqxYsQK//PKLoCmlvv76a2zduhVtbW3Yvn07Xn/9dY3a+OOPP3D//ff3Go2PhTQDAwPIZDKMGzcOpqamGDNmDAwMDAb9qa+vz7u5EhG++uorPPvss9yDpKSkBKampqiurkZlZSWqqqr6/ayurubFUevp6XGwPRCEnzx5Ert370ZmZuaQ95FSqURlZWW/4M3CLgCYmZn1Cd6zZs3C5MmTNfKgq6ur40Cb/czJyeFAc9SoUbC1te0F3bNnz9ZYWAfrcVeP487IyOjVeVIduB0dHTXeSa6yshKpqakcbCcnJ3OD38yaNYvn3XZ3d9e4Z5OIUFhYyPNuZ2RkQCaTwcTEhAfb3t7eggyoIZFIeqUBbGhowKhRo+Dp6ckLJxEihl2pVCIvL48D7ZiYGBQXF0NLSwtOTk68rCSaGsFQJpMhPj4eZ86cwZkzZ7g+G/feey9yc3M1kpGkpaUF8+fPR09OePTRR/Hss8/C1taWK6u1tRVxcXEcbCclJUEmk8HS0pID7blz5w7oWf7jjz9w1113QS6XY9WqVdi2bRvOnj2Ls2fPIioqCp2dnbCxseFAOyQkhAsNUh/FMiIiArGxsejo6MDkyZN5ebaFGs1ToVAgPT2di9eOiopCS0sLTE1NeWEsDg4OgsWM5+TkcKAdERGBhoYGmJiYcGEsQnrWByNxEBkBVVpaCiISLLfljRQdHQ13d3fBesOzUigUKC4uxpw5c7h5MpkMn3zyCTZv3iyIp7empgYrV67kQhnUJZPJcO7cORw4cAC7d+8e8eASWVlZuPPOO1FaWoqWlpY+y2PhIzc3F3l5ecjNzUVubi72798/qKbDgoICbNiwAZGRkdy8119/HcHBwWhvb0d7ezs6Ojr6/Bxo3qFDh2Bvb8+VKZfLsXPnTrz++uuQSqXc/AULFsDMzAzt7e24ePEilEolZs2ahfb2dkgkEu6zp6elL+nr63PAfeTIEfj4+CA9PR2rV6/GlStXEBcXBz8/vxuWA6jOrfr6+gEBnP1sbW3l/dfY2BjHjx8fUWhLX2ptbeW83j3B+9q1a9ygL/r6+jh06BCWLVumUfusmpub+4RuNn5ZR0eHa2oWSq2trcjKyuIBt3rnyd27d2PDhg2C2SciVFRU8EJKUlJSUFtbCwD45JNP8PTTTwtmH1B5di9dusTzbl+9ehUA8M477+CVV14R1D7r1VOHbTZmWIgWqb5UUVGBCxcu4OjRo0hISEB9fT2USiWeeeYZfPzxxyMq+9ChQ9i0aVOv8LK7774bx44dA9B/RpINGzZgz55B5TwAoAqJCQkJQVZWFgBVp2h9fX20tLTAwsICixYtwqJFi7BgwQJeZ0c2GwjbSTIhIQGdnZ1Yt24dfvrpp37tHT16FPfeey82bdrE69/Cdng8e/Yszp07h+zsbOjp6SEwMJCDbRcXFw5cpVIpUlJSONiNjY1Fe3s7VqxY0avlUAjJ5XKkp6dzoBsdHY3W1lYsXrwYZ87cMLBgxGLDWFjYjoyMRHNzM4KCgvpkhJshEa4F1OrVqyGTyW7KyQ3wsz00NDRg+vTpeP311/H8888LavfcuXP48ssv8dtvvwFQeXnZHMnnz5/XeNywTCbDggULEBUVBYlEgjFjxoCIkJ6ejh9//BEHDhxATU0NAgIC8N13340otdHJkyexZs0aLoyho6MD165d4wE0C9TsOuPHj4ednR3s7Ozw6quv3vDl6uTJk7jnnnu47BL9SU9PD2PGjMGYMWOgr68/qO+PP/54n96j3NxcPPzww1zYxOeff47NmzdDLpfDyMgImzZt6vOhqFAoOHiXSCQ88O7r87777uPst7W14cknn8SyZctw991333jnD1ESiQRVVVU84F62bJlgA2j0JYVCgevXr3PAvWDBAsFy2fYniUTCnZ9+fn6YNWvWTbWv3nnS1dVVkNRiA4nNfZ2amgpbW1vY2dndVPuA6uU/KSkJM2bMgKPjgNlmBVFjYyMSExMxZcoUuLi4cPMVCoXGms3ZXMqnT5/G6dOnERUVha6uLkyaNAmZmZnIysrCuHHjRjyIk0KhwH333YcjR47w5i9ZsgQPPvgg5s+f3ysGn81IYmBgAG9v7yHZq66uRnBwMK5cucLllE9MTMS5c+dw7tw5JCUlgYjg5eXFwbavry+vlYj1LGtra9/QkbBv3z4UFRUN2Mm7vLycs3/+/HnU19fDzMyMs79w4UJei6pUKuVCVwIDA4e0/ZqQXC5HWloaOjo6MHfu3Jtun/WsNzc3IzQ09KbbBwaGaxDR32by8PCgm61Vq1bRihUrbpq9jRs3UkNDAxERvf7662RiYkLNzc2C212zZg0BoKSkJIqPjydzc3OaOXMmpaenC2Jv8+bNBFUqRjp16hTt2LGDnJycCADNmDGDtm3bRgUFBSOyoVQq6cMPPySGYThbAEhXV5f7bmFhQYsWLaKnn36avvrqK4qIiKDq6mpSKpVDsqVQKGj//v00ffp0nq3XXnuNampqqLW1leRy+Yi2py/J5XL66KOPSF9fn5544gkiIsrIyCAA9PPPP2vcHqumpibByhYlStT/1NnZSefPn6d///vf5OLiQhUVFRor+8033+Tdr9hpx44dGrPBSiqV0rJlyzgb+vr65OPjQ1paWsQwDHl6etIrr7xCERER1NXVNWJ7ZWVlNGPGDAoODu61rL6+no4ePUobNmwgS0tLAkBjx46l5cuX05dffjmsZw/73B6M5HI5JSUl0VtvvUVBQUGko6NDAMjV1ZVefPFFCg8P18g+EDUyAUihfnj0lgOxJqd/Aly7uLjQ9OnT6c8//6Rx48bRa6+9JrjNxsZGGj16NAEgGxsb0tPTo0WLFlF9fb0g9r777rteN/OxY8fSI488QlFRUaRQKDRiZ8eOHX0+OJ5//nlKTk6m1tZWjdhRV0dHB+3cuZNMTEwIAK1cuVLjNvpSQUEBvfHGG0REtHfvXgJA+fn5N8W2KFH/ZCmVSiopKdFomaWlpfT111/T8uXLycDAgLt3bdmyRaN25HI5rV27ttc90t/fn95++21KTEzUqFOgo6ODFi5cyD1riP4Huhs3buScEwYGBnTHHXfQp59+Sjk5OUN2drAqKiqiJ598csB1lEol5eXl0WeffUZ33nknt7+trKzoscceo7CwMMGdCc3NzfTLL7/Q448/TlZWVrx98Nlnn1F+fv6w94Go4UuEawF1s+F68eLFvJvcgQMHqK2tTVCbu3fv5tl0dnYmmUwmiK2EhATS09Pj2Rs3bhw1NjZq3JZSqaSIiAhas2YNz+ajjz6qcVs9VV9fT88++yxZWlre9Jvipk2byMjISGMvKaJEieKro6ODTp8+TZs3b6YZM2bQK6+8orGyZTIZ3Xbbbb2AV1dXl8rKyjRmR93eypUrOTuWlpa0du1aMjMz4+7Pd999N+3evZuKiopGbE8ikVBQUBD5+vr2WqZUKunKlSv05Zdf0vLly2ns2LEEgKZNm0YPP/wwHTx4kGpra4dkTyqVDmn9rq4uunjxIr388svk4eFBAEhbW5sCAgLojTfeoPj4eEFaIdVVWFhIX375JS1btowMDQ0JAE2fPp02btxIx48fF+R5Kaq3RLjWoJRKJT3++OO0du1a+uijjyggIIB8fX3p448/pnXr1tHGjRsFhaUHHnigz5vqPffcIxhk+/r69rK5atUqam9v16gdqVRKCxYs6BWmAYDefPNNjdrqqdraWtqxYwfNmTOHjIyMNL5t/am4uPim2WKVn59Pf/zxx021KUrUX0lSqZTCw8Oprq5OY2VWVlbSnj17aNmyZTRmzBju3jVmzBiqqanRmB0iovb2dgoNDe11n5wzZw499thjdOzYMY22LHZ1ddHSpUsJAC1ZsoSIVM/CjIwM2rlzJy1evJj09fU5j+6mTZtGVIfm5maupW0gSaVSiomJoW3btpGvry8XQuLh4UEvvfQShYeHU2dn57DqMFjV1NTQgQMH6MEHHyRzc3MCQCYmJrRy5Uras2cPXbt2TVD7XV1dFBkZSa+88gp5enoSwzCkra1N/v7+tH379psC+/9UiXCtYWVnZ3MxUOqTtrY2ZWRkCGr7xRdf7GX3gQceGFI811CUk5PTZ+jE+PHj6cknnxTkom1ra6P4+HjatWsXbdy4kby8vMjExGTEMdaDkVKppPDw8JtiS5QoUTdPjY2NdPDgQVqzZg2ZmJiQs7OzRh0hBQUFHFypT2vXrhWklaitrY2CgoI4O6tXr6atW7eSu7s7MQzDxSm/+OKLdP78+RG/xLMhG2vWrOl3+YULF+ill17iIE9LS4u8vLzolVdeoYsXLw4JdIdzbBoaGuj48eO0adMmmjlzJvdyc/vtt9PHH39Mly9fFtT5pVQqKSsriz788ENavHgxF05pbW1NW7ZsoRMnTggSbqguddifMmUK17pwzz330DfffEOlpaWC2v8nSYRrAfTcc8/1uok+/fTTgtv95JNPOHvTpk2jU6dOCWrv2LFj9MQTT9DOnTvp+PHjdOnSpVvSWU0mk92Ujpt/dxUXF9P3338vNhuK+supsrKSvv76a0pMTNRYmV1dXfTJJ59QaGhoL4fIwYMHNWaHVX5+Pk2ePLlPZ8Tdd99NX375JeXm5moM8FpaWriWxU8//ZSbX1dXR0ePHqVNmzbRrFmzCACNGjWK5s+fT++++y4lJSUNyzEikUjo0KFDg1q3rq6Ojhw5Qhs2bKAZM2ZwoLtkyRL68MMPKTMzU/CQuMLCQtq1axetWLGCjIyMCABNnTqVHnzwQTpw4IDGWxR6qr29nc6dO0fPP/88OTs7cy3Nc+fOpXfffZdSUlIEDc9TKpWUmZlJO3fupIULF9KoUaMIANnZ2dHTTz9Np06dIolEIpj9v7tEuBZALS0tPC+FmZnZTYHOQ4cOEQDasGGDmJFB1JC1a9cuAiB4U6UoUYPRlStX6IMPPiA/Pz9iGIZMTU01/rB/7733esHu6NGjBQsZyM3N5eKRAVBkZCTt2LGDlixZwnWGMzc3p3Xr1tF333034muxsbGRPDw8aN++ff2uc/XqVdq7dy/de++9NHHiRC50YcWKFfTll18K3iFOqVRSQUEB7dq1i/71r39xHbonT55M69ato3379lF5eblg9olUDprY2Fh6/fXXyd/fn7S1tQkAubm50YsvvkgXLlwQPISkoqKC9u3bR2vXruWOg6mpKa1Zs4a+//57un79uqD2JRIJnTlzhv7973+Tvb09ASA9PT2aP38+ffDBB5SRkSF2jByCRLgWSAcPHuRuoD/++ONNsZmZmUnnzp27KbZE/f300EMPkampqXgDFXVDdXV10alTp+jhhx+m33//XaNlf/7559zD/Wb0regJ2Gy6zdGjR1NoaCi99dZbFB0drbH0ZtnZ2TRx4kRiGIbnmWRjhN98800KCQnhOlLPmjWLNmzYQAcPHqSqqqoh26uvr6esrKxBratQKCgjI4M+/PBDWrJkCRcfbmFhQQ8++CD9/PPPVFlZOeQ6DEUymYwSEhLorbfeouDgYO542Nvb09NPP00nT54UPHyisbGRwsLC6PHHH+e8+/r6+nTbbbfRRx99RFlZWYLeJxUKBaWlpdH7779PoaGh3Lng4OBAzz77LJ05c0Zwr3JZWRl9++23tGrVKho/fjz3wrN+/Xrav38/VVdXC2r//7sGgmtxEJkRiIgwf/58yGQyREVFCTIEqChRmpSzszOmTZuGU6dO3eqqiBqBFAoFWlpaMG7cOI2W29nZifPnz+PYsWP47bff0NzcjMmTJ+PatWsYNWqUxuzk5+cjNDQUFRUVvPlPPPEEli1bBn9//xGPutpT77//Pl5++WUAwHvvvYeVK1dyo81dvHgRlZWV0NfXh7+/P+bNm4eQkBB4eXlBT09vWPaysrJw1113oaioqN91Ojo6EBsbi/DwcISHhyM5ORlKpRIODg6YP38+QkNDMXfuXJiYmAyrDoORVCpFQkICLly4gD///BOJiYlQKBRwdHTE/PnzsWDBAsydO1fjx0NdbW1tiIqKwvnz53H+/HlcvnwZurq68PPzw8KFC7FgwQJ4enpCR0dHsDoUFxfj/PnzOHfuHC5cuIDm5mZMmTKFG8CFHeFWKEkkEkRGRnIDyeTm5mLUqFEICgriRmx0cnISjDMUCgVSU1O5ESPj4+OhUCjg7u7O2ff39x/29fB3lDiIjIDKzs4WbCAVUaI0qba2NtLS0qJt27bd6qqIGoaUSiUlJibSM888Q1OnTqXs7GyNlv/FF19wqc3Up3feeUejdlgVFBTQtGnTODsmJiacB1FLS4s8PDzo3//+N4WFhQ05vVp/evfddwkAffHFF7z5bIq3r7/+mtasWcN1BNPX16cFCxbQO++8Q7GxsUP2bBcXFw9p/aamJvr999/pmWee4WJ0tbS0uI6JZ8+eFTz1anNzM504cYKefvppcnBwIACko6ND/v7+tG3bNoqKihJ8AJPy8nLat28frVu3jothNzY2phUrVtCuXbuooKBAUK+yTCaj+Ph4euONNyggIIALIXF1daUXXniBzp8/Tx0dHYLZJyIqKSmhvXv30qpVq2jcuHGcV/n++++nn3/+eVgtHENRU1MThYWF0WOPPcZ1DjU0NKSlS5fS559/TleuXPnHt4BC9FyLEiUqISEBfn5++P3337F06dJbXZ2/lWQyGc6ePYuQkBAYGhpqtOysrCwcOnQIhw4dQnFxMQBg/vz5+PPPPzVqRyKRYMWKFTh//jxvvqurK0JDQ+Hv74+AgABMnjxZYzaLi4sxb948lJaWYsGCBTh//jwqKioQHR2NqKgoREVFITs7GwBgb2+PoKAgBAcHIygoCBYWFsOy+d5778Hc3BwPPPBAv+sQEQoKCjjPdkREBKqqqjBmzBgEBARwnm1PT0/ekNiaVm1tLSIiInDhwgWEh4ejoKAAurq68PX15TzbPj4+gnoTKysrER4ejj///BN//vknrl+/DgMDAwQHB2PBggVYsGABHB0doaWlJYh9IsLly5c5r3ZkZCTa29sxY8YMLFy4EAsXLkRoaGiv4dE1qebmZkRERHBDkxcUFGD06NEIDg7mhid3dHQU3KvMerXj4+Mhl8vh6urKeZUDAgI02rqkLiJCYWEhzp07h7NnzyI8PBwSiQQzZ87EokWLsHjxYoSGhsLY2FgQ+39VDeS5FuFalKh/kKqrqzF27FiMGTPmVlflb6GMjAzs27cP+/fvx4wZM5CYmKjR8rdt24a33nqr1/zDhw9j1apVGrUFqMJCVq1ahRMnTgAAjI2Nce+99yI2NhaXL18GEWHmzJkcaPv7+8PR0RHa2trDtnnt2jWEhobCyckJv/32W6/l9fX1iI2NRVRUFKKjo5GamgqFQoEZM2YgODiYg+05c+YMGm5aW1uHFOZARLhy5QoPtqurq2FgYMCDbQ8PD0Fhu6ysDBcvXsSFCxdw4cIFlJeXY8yYMQgMDERoaCjmz58PNze3ER2PgcTuBzaEJDw8HM3NzZg0aRJCQ0M52J4+fbog9gGgq6sL8fHxHGyzz3x3d3cOtoUETQC4evUqZ//PP/9EU1MTJk+ejIULF2LRokVYsGCBRl9Ce6qlpQUXL17kYLuwsBBjxozB3LlzOdi2tbUVDPalUini4+Nx9uxZnD17FmlpadDW1oavry8WL16MxYsXw8PDQ7Dz8K8iEa5FiRL1j1JzczN+/vlnKBQKPPXUUxotu7q6GgcOHMC+ffuQkZHBzf/222/x8MMPa9SWXC7HY489hm+//ZY3X0tLC46OjvD29uYmBwcHjcSkymQyrFu3DkeOHMGsWbNQWFgIAGhqakJiYiJiY2MRFxeHhIQESCQSjB07Fj4+Phxs+/j4DNmDVVpaim+++abPF4meamtrQ3x8POfdTkhIQFdXF8zMzDjQDg4OHjH0DyQiQn5+Pg+2a2pqYGBggMDAQB5sCxUnzHoT2Xjt8PBw1NXVwdjYGCEhIQgNDUVoaCgcHBwE9aimpaVxXu3Y2Fh0dXVh1qxZHGjPmzdPUK9yQ0MDLl68yMFucXEx9PX1ERwczMVKOzs7C7oPUlJSuHht1qvs7OzMxWsHBQVBX19fEPuAqgWIBe0LFy6gpaUF06ZN47zqCxYsEPQY1NbW4vz581y8dlVVFcaPH48FCxZwsD9t2jTB7N8qiXAtSpQobNmyBaGhoVixYsUtq0NpaSnMzc0FA46UlBTs3r0bBw8eRHt7O6KjoxEYGKix8hUKBVatWoWwsLBey44dO6bxsAlABVEvvvgiduzYAQCYOnUqdu7ciaSkJCQlJSE1NRWdnZ3Q19eHu7s7D7hnzpw5LKhQKBR45JFHkJycjMuXL/e5jlwuR1ZWFuLi4hAXF4fY2FiUlJSAYRg4OTnB39+f83APph5KpXJYoQVdXV1ISUnhPNsxMTFobW2FsbExAgMDOeD28PAQLHyCiJCXl8d1joyIiEBtbS0MDQ15sO3u7i7Yua9UKpGdnc2BdkREBFpbWzmvMjtZWVkJBppsB00WttPS0gAAbm5uHGwHBgYKDpqsR/nChQtobGzEpEmTsGDBAs6zPXXqVMHst7a2ciEk586dw5UrVzBq1CguhGThwoWCwr5cLkdiYiJnPykpCUQET09PLoTD19dXsBYWIkJWVhYH2lFRUZBKpbC3t+dAOzg4+G/ReirCtShR/3A1NzfDxMQEb7/9Nv7zn//cdPtpaWn48MMPkZOTg0uXLmm07La2Nhw8eBC7d+/mHuYAYGVlhcLCQo0/xORyOTZv3oyvv/6am6elpQWlUgkAMDMzg6urK2+aM2fOiL2o//3vf/HSSy/B2toa+fn53HyZTIbLly8jKSkJycnJSEpKQnZ2NpRKJSZMmMCDbS8vL0ycOHFQ9pRKJfbu3YuNGzcOuo7l5eWIj4/nYDstLQ1yuRxmZma8UBJ3d3fBmu0VCgUyMjJ4cdt1dXXQ19eHn58f59n29fUV7AFPRMjNzeXBdl1dHcaOHcuDbTc3N8FgWy6XIzU1lYPtmJgYdHZ2Yvr06TzYNjc3F8Q+8D+vMgvbhYWFGDVqFPz9/TnYFjJ8gPWss17t2NhYyGQy2NnZcbAdEhIiaCaUkpISzqv9559/orGxEWZmZhzoL1y4EFOmTBHMfkNDA8LDw7l46dLSUowdOxbz5s3jYHvWrFmCwX57ezuXBeXs2bNcFhT2ZWPx4sWCxqsLKRGuRYn6hys8PBzz58/HmTNnsHjxYgCqprz3338fW7duFSTFFBHhzJkz2LlzJ8LDwwGoYojfeOMNjdqpqKjA8uXL0fPat7CwwLJly2BnZwdbW1vY2trC3NxcIzdxIsK7776LV199FQCwdOlS7N27FxkZGUhPT+emvLw8KJVK6Ovrw9nZmQfcTk5OMDAwGJLdPXv24LPPPuM6+fUniUSCtLQ0zrudlJSEa9euAQBmzJjBA253d/ch12Ow6ujoQEpKCgfbcXFxqK+vh56eHjw9PTnY9vPzEyzNGRvCwYJ2VFQUysrKoKOjA09PTy5uOyAgQLCUd0SEnJwcDrYjIyM52A4KCuJg29XVVTDY7uzsREJCAgfbiYmJkMvlsLW15UA7JCRE0PCBkpISLl77woULqKmpgbGxMebNm4cFCxZg/vz5sLGxEQy0JBIJoqKi8Oeff+L8+fPIysqCjo4OfH19OdD18vIS7BiwsM96lePi4iCXy+Hk5MTFawcFBQn60nflyhXO/sWLF3kdExctWoTQ0FBBUz+WlZVxoM2+bLApDxcvXoyFCxfC1NRUMPualAjXokT9P9HJkyexZMkSjXtyWK9nXV0ddHV18dFHH+HDDz+EmZkZF1OrKRERfvrpJ3zwwQe9QgrCw8MREhKi8Ydne3s7HnroIRw5coSb5+3tDS0tLeTm5qK5uRkAMHbsWA601afZs2cPK2Tghx9+wIYNG7Bo0SL88ccfvZZ3dHQgOzubB9wZGRmQSCRgGAbW1ta9vNw3CitJTEyEj4/PkOtaW1vLebbZqb6+nhe/7eXlBW9vbzg6OgoCGGwWDha04+LikJOTAwCYNWsWB9v+/v5wcHAQLANFSUkJF0YSFRWF/Px8MAwDZ2dnLowkKChIsE5pSqWyF2zX19fDyMioF2wL5dVtbW1FTEwMB9tsixKbHSY0NBRBQUGCeXWJCNnZ2ZxXOzIyEhKJBFOnTuW82vPnzxfUq1tVVcWB9vnz51FZWQkjIyPMmzePg+2hdJQdqlpbWzmv7vnz55GXl4dRo0YhMDCQg10nJyfk5+cjMjISEREReOSRR7Bo0SKN2JdKpYiLi+NgOzU1Fdra2vDx8eFgV8j84my8OtsxMjExEUqlksutzYaw/FVza4twLUrUMCSRSJCTkwMvLy/BbVVVVWHLli1ITU3l0q1pUvfccw9SU1Px5JNP4r333kN9fT0AYMOGDdizZ4/G7V28eBH33nsvampqei0bM2YMLCwsYGlpCUtLS+67+udwYjKJCG+++Sa2b98OAPjqq6/w2GOPgYhQXV2NvLw8bsrNzUVeXh5KS0sBANra2pg1axYPuFmP9428OGfPnsXevXtx9OjRQdVTqVSiqKiIB9zp6encgCpChZX0FBHh6tWrPNhOS0tDR0eHRuO3b6SGhgYkJCRw3u2kpCS0t7fD2NgYvr6+XDiJt7e3YKBXXV2NmJgYzrOdkZEBIoK1tTUXRhIcHIzp06cLsg+USiUuX77Mg+2GhgYYGxvzYNvFxUUw2G5oaEBERAQH27m5udDW1oa3tzeX9s/Pzw+jR48WxL5UKkVSUhIH26xn3d7enoPtuXPnwsjISBD7bCgPC9oRERGQSCSwtLTkQHv+/Pm9vKpEhOvXrw87NaS6SktLuUGcoqKi0N7eDoZhwHKavb09srKyBHvprK2txZ9//snBdkVFBUxMTDB//nwOtoXMBNPU1ITw8HAOtktKSmBoaIjQ0FAuXnv27NmC2R+qRLgWpTG1tLQIdnMbSJGRkTA2Noarq+tNsVdRUYGlS5fioYcewubNmwWzQ0T47rvv8Pzzz6OpqQlLly7F77//rnE7gYGBHDipy9fXF97e3jAyMoKxsTH32dd3Q0PDId3UKyoqsHr1asTExAAADAwMEBYWhtLSUpSVlaG0tJT3vauri/uvqalpn+DNfp8yZUq/kHH48GE8+OCDePvtt/Hcc88NWEeJRIIrV65wsM1OV65c4epjZmbWC7htbW1hYWHB7Y/GxsYRj5ZYU1MzpLASZ2dnjTcfy+VyLn6bndTjt1nPNuvlnjRpkkbtA6oY8szMTF4oSVlZGbS0tODs7MzzbgsFu01NTYiLi+O828nJyZDJZJg2bRovI4mdnZ1gsJ2dnc2D7cbGRhgbGyM4OJiDbWdnZ8Fgm81vHR4ejgsXLqCkpASjRo1CQEAAB9tCejVbW1u5EI4LFy4gKyuLg33Wq+3r6ytY7D47ciUL2+zomW5ubnB3d4ehoSEqKioQExODBx98EO+++67GbG/fvr3f8DkHBweuY2RwcLBgIV1sfnEWtCMjI9HZ2Qlra2vOqz5v3jyN5/VXt19QUMB1jGRDWKysrDjQDg0NvSU8wkocofFvrIqKips6StLSpUupsbGR+x0eHk4KhUJQmxUVFWRmZkbffvttr/k7duzQ+GhhqampNHXqVAJAe/fu7bW8pqaGIiMj6auvvqKnnnqK6urqhmXnypUrNG/ePN5oeMuWLaMjR47Qjz/+SN988w198cUXtHPnTnrnnXfotddeo61bt9JTTz1FmzZtogcffJDuvffeQY0CJ5VKadu2bdxIY+zk7OxMfn5+ZG9vT1OnTu1zhD52YhiGjIyMyMLCghwdHcnf35+WLFlCmZmZA9p97rnnuDKkUmmf6ymVSqqpqaGUlBQKCwujTz/9lJ577jlatWoV+fr60tSpU4lhGK4cbW1tsrS0pMDAQIqPj+9VXlJSUp/HbrCSy+VUWFhIJ0+epJ07d9IjjzxCAQEBNH78eK4O+vr65OrqShcuXBi2nRtJIpFQUlIS7dmzh5544gny9/cnAwMDbuQ+GxsbOnHihGD2iVQje0ZFRdHOnTtp9erV3GhtAGjGjBl0+PBhQe0TEZWWltLhw4fpqaeeIk9PT+48Njc3px9++EFw+xKJhC5evEhvvPEGzZ8/n8aMGUMAyNTUlL766ivB7SsUCkpPT6dPPvmEli9fTiYmJtyolh999JHg9olUo01+8803tGbNGjIzMyMANHbsWMFG8OypyspK2r9/Pz300ENkYWFBAGjMmDH06quv8tZj99WePXtILpdrzP6pU6fI39+f9PX1effF0aNH856JmpBSqaSNGzf2ugfb29tTYGAgN5Kpnp4ePfHEExq13Z/a29vp3Llz9Pzzz3Ojh+rq6tJDDz10U+x3dnbSxYsX6aWXXiI3Nzdu5NA1a9bcFPt9CeIIjcJp9erVkMlkfabmEkIxMTEYPXo0PD09IZfLYWVlhSeffBIvvvii4LbLyspgaWmJ559/Hh988AG2bduGt99+m9dJTtOSy+WYP38+oqKi8PTTT2Pnzp04c+YM9u7di5MnT2Ls2LGIiIiAi4uLRuz9+uuvWLt2Ldrb2wEAzz33HCwtLZGTk4Pc3Fzk5OSgrq4OAGBoaAg7Ozv89NNPsLGxGZKd3Nxc+Pr6oqWlpc/lOjo6GDVqFEaPHo1Ro0ZBT98Ao8eaQHeMEXQNjKAzeiy0R4+Bjt5o3HvfOowznQipXKmaFEp0yZVQKJVgwIBhAAYAGAaVFRX49ddfUFtTAxBh+bI7ERIUgFE62hitq4XRutrQ1QJILoWssx3SznYoOiVQdLRC1t4KSWszmpub0dLSguZm1fdXX30V1tbWA25vWFgYHnroIeTn5w87jlUmk6G8vJzzdLOfW7ZsgZ2dXa/1iUgQr2JdXR0vtOTBBx+Ek5OTxu30p55hJStXroSbm9tNsw/w47dvv/12eHt731T7EokEycnJiIuLQ0hICPz9/W+qfZlMhrS0NERFRcHb2xtz5869qfYVCgWysrIQEREBR0dHLFiw4Kbap+4QivDwcMyaNQtLliy56fYLCwvx559/YsqUKZg5cyaXb5z18r/00kt47733NGazubkZc+fO5eW2B4A77rgDJ06cECQr0cqVK7mBlebPnw8zMzOcOnUKTU1NmDVrFqytreHr64v//Oc/N33AlsrKSpw/fx5aWlpYt27dTbUNqFr6zp8/D6lUioceeuim2wfEsBBBdbPhOjo6GqGhoXjttdcwZ84crF27FgUFBZg1a5bgtj/99FM888wz0NXVxe23346TJ09i165dQ0rVNVRt3bqVl98XUKX7Cg4OxoYNG/6PvbMOiyptw/g9Q0uHmIiFgYBiJ2KiKFhrr93doqur4rqu3brm2oW6SgiiKAaggoQISjdId0493x/I+URAUeYM6s7vus7FnLzfGSae87xPYMyYMWKpmUpE2LNnD2xsbPDpZ0JTUxOGhobM0rZtWxgaGqJx48bf/IVKRPANDsPvf+3Dkxd+kFHRBFdZE207dIVpz75Iy+Mho4CH3CI+8ooF4AlFX60hwy0dW9aLWyiM8Ea9CX+Cw63ZF7CiHBdqinJQU5KDqqIs81hNURbayvLQUVWAtrICdFRKH+soK0BNSRYcDgfh4eFQV1dnJZRAihQp3ydFRUV4/vw5Hj9+jMjISJw/f15soSShoaHo06cP0tLSym3X1NREVFSU2KtevH//Hj169EBsbGy57WWViUaMGIG+ffuKLQGvqKgIgwYNgqenJ3bu3Im1a9eCz+fj2bNncHBwgL29PWJiYqCrq4vhw4fD2toagwYN+ilqSP8ISI1rFpG0cZ2YmMh0OpKRkUHr1q3x77//wsDAgLUkhzL69OnDxM8CwOnTpzFr1izW9O7cuVOh4cmkSZOwefPmL3pKv5bQ0FBMnToV3t7e5bb3798fbm5u32REC4QixGYWIjI1H/FZRYjPLCxdsgoRn1mEIr6w4km8QrRsrIu6KgrQVpEvb8QqykJV8cO6khzqyMtAQZYLORku5GW5kC/7++Fx2Zitra0RERGBt2/ffpiyKp1jfObhgdv2Dtiy9U+UCEQo5gtRLBCihF/2WIQSvhAFPAHyigXILeIjl/nLL7ctp4iPrEIeKvs6kZfhQltFHjofnlN9NUU01FBCA/XSv2WPFeV+7la5UqR8bxAR4uPjoaenJzbPa1FREV68eMHEi798+RI8Hg8AcPbsWUyfPl0sOmWcPHkS8+bNK7etU6dO+Ouvv8Rq6JYRGhqKXr16ISMjA02bNsW1a9cYQzc4OBhqamoYOnQorK2tYWlpWWMDPzMzE3369MH69esreIjpQ8UVe3t7ODg4wMfHB4qKihg0aBBGjBiB4cOHs1biUorUuBYrRIQlS5YgPz8fnTp1gp2dHYRCISZNmgRfX18oKiri2LFjrJXuEYlEqFOnTrnkLwDQ0NDAli1bsGzZMlZ0k5KS0Lhx43Je3bp16+L69evo16+f2PUiIyPRsWPHCmETffr0wePHj1m7kQgICMCpU6dw6dIl5ObmgsvlIi4u7rMdvYgICVlFePc+F+Gp+QhLyUNYSj4i0/LBE/zf46wsLwM9rTqli2Yd6GmVGpa6qgrQUZaH293b2LRhPby9vcVWfoqI0LBhQwwaNAgXLlyosP9bu+JVhlBEyCzgIT2/BBn5pX9Ll48flyA5p/Tvp2gpy6OhhiIaqCuh4QfDW19bGfradaCvXQd15NlJnJIi5b9EbGws3N3dmWXo0KHlGiLVlKSkJPTs2bOCd7ddu3Z4/fo1K+ELW7duxebNm5n1li1bIiIiopyhO3To0BonHZfx8uVL9O/fH6ampuUcTpGRkXBwcICDgwOePXsGDocDMzMzWFtbw9raGs2aNfsmvfj4eGRnZ38x/CwxMRFOTk6wt7fHw4cPwefz0b17d4wYMQLW1tZo06bND9ms5XtFalyLmTdv3sDU1BRCYXnPI5fLha+vL+sVLdq2bYuQkBBmXV5eHrt378aSJUtY++AcPXq00qoZ6urqsLOzE1vdzTLevn2Lhw8fIjg4GG/fvkVwcDAyMzMBAMePH6/gqRA3BQUFsLOzw8mTJzFy5MhyMe3p+SUITMhGQHwOAhOyEZiQg8wCHrO/kYYSDOqpoFU9VRjoqqClrgr0tZWhWUfui/+fwsJCFBcXQ0tLSyzPo2ym49ChQ1iyZIlYrikOivlCpOQWIym7GEnZRXifU4SknA+Ps4uRlFOEvGJBuXN0VRU+GNrKaKpdB00+/NXXVoa6EjutfKVIkSTZ2dl48uQJFBUVxZrHEhgYiEOHDsHd3b1cqU9FRUVERESIvR14WFgYevXqxeSnAICWlhZGjhwJa2trDBw4UKxVLogICxcuxPHjxwGUNsxJSEiAo6MjHBwc8PTpUwAoZ+g2b968RpouLi64ePEirly5Uun+zMxMODs7w8HBAS4uLsjPz4exsTFj6Hbq1InV2ea8vDzcv38f9vb2uHv3LjIzM2FgYMCEr/Ts2VPicdo/G1LjmgVWrlyJ/fv3l9u2ePFiHD58mHXtYcOGwdnZGUBp3curV6/CxMSEVc1BgwYhKSkJxsbGMDY2hpGREYyNjdG0aVPWw1EAMLWKg4ODkZCQgKlTp0rsDvxNZDzCczh4EZWBF1GZiMssTXbkcgADXVWYNFZHez0NtGuoBoN6qlBR+H48rPb29hg5ciS8vLzQo0eP2h7OV5FTxEdcRiFiMwsQm1GImPQCxGYWIjajACm55T3fmnXk0FJXBS11VdFSVwUGuiowqKeC+mqKUk+NlO+WwsJCeHp6MuXufH19weFw8O7dOxgYGIhVZ/DgwfD09Cy3fcKECbh06RIrRpa3tzf69++PgoICAMCKFSuYOuaKiooYMGAArKysYGVlJZYW7EKhEOPGjWO6X35MVlYWXFxcYG9vDxcXF+Tl5aFdu3aModmlS5dv+h17//59tWYZS0pK8PjxYyZ8IzExEQ0bNoSVlRWsra3Rv39/1uqHA6XJkZ6enkz4SmRkJLS1tZk47cGDB7NWUu9nRmpcs0Bubi5at26N5ORkAKUhEmFhYay2DS1jyZIlOHLkCBYtWoTdu3eLJaHvS/D5fMjJ/Te8g7nFfHiEp+NJaBpeRGcgNqPUmFZXkkO3Zlro3FQT7RtrwKiROpS/I0O6Mh49eoT9+/fDzs5OIu8TSVHEEyIusxAxGQWIyyhEVHoBIlPzEZ6ah6xCPnOcioIsWpQZ2x9mEQx0VdFYUwlcrtTollI1xcXF8PLygpubG3x8fHDjxg2xfr/v2bMHGzZsYOKRy2CrsVNWVhbMzMwQFBRUbnvdunVhaWkJKysrDB48WKyNelxdXTF8+HAIBAIUFRVBUVER79+/h5OTExwdHfHgwQMUFxejc+fOjKHZvn37b74hLi4uxurVq3HkyJEqj+HxeHjy5AkTvhEXF4d69eox+gMGDGA1IZCI4Ofnx+gHBARAWVkZFhYWGDFiBCwtLVlt/11W6aXM0H/x4gUUFBQwcOBAWFtbw8rKitWumD8TtWJcczicfwAMB5BKREaV7DcHYA8g+sOmf4lo64d9QwAcBCAD4DQR7aiOpqQTGi9fvswkGLCRqFEVFy9ehIaGBqysrCSi918gKi0fj0JS8SgkFd7RmRCICGqKsujeXJtZ2tRXlRpkPwAZ+SUIT81HeGo+Y3CHp+QjNe//3u468jJoU18Vhg3V0LaBGgwbqKFNfTUoyUunSX8EMjIykJaWhjZt2ojtmiKRCK9fv2Y6BD579oxpurRly5ZyMb3ioKioCEOHDsWTJ0/KbV+4cCFmzZoFU1NTsc+6JCYmolevXoiNjYW8vDy8vb1x9+5dODo64uXLl5CVlYW5uTmsrKwwfPjwb44R/phLly5h2bJlTFfYjyksLMTDhw/h4OAAJycnJCcnQ09Pj/Fo9+vX76ubxHxNHgkRITAwkDF0X716BSUlJQwaNAjW1tYSSQiMjY1lwlfc3d0hEonQq1cvJnxEnDMYlZGcnMzEabu5uaG4uBhdu3Zl9Nu1ayed/auC2jKuzQDkA7jwGeN6NREN/2S7DIAwAIMAJADwATCRiN5+SVPSxjURwdzcHAKBAM+ePZNIeIQU8RGZlg+n1+/hGJiEiNR8AEDreqro10YXA9rqwlRPA7IyP+7/lIiQm5sLdXX12h7Kd0FOER8RqfkIT8lDSHIe3r7Pxbv3uUxsN4cDNNNRhmGDDwZ3w1KjW1dVQfrjUsvw+Xy8fPmS6db26tUreHp6onv37mLTyM/Px4ABAypUDNLS0kJ0dDQrneBycnJgbm6OgIAARkteXh7Jyclo0KABhg0bhmHDhmHgwIFim7YPDQ1F7969UadOnXJJhykpKXB2doaTkxPu37+P/Px8tGvXjjF0u3Xr9s3hI46Ojl90BolEIrx69QoODg5wdHREYGAgVFRUYGFhASsrK1haWqJu3brfpF9dEhIS4OTkBAcHByYhsFu3boyhyVZHzjJycnJw79492Nvbw9nZGTk5OWjbti0TvtK1a1dW46QLCgrw4MED2Nvbw8nJCenp6WjevDmj37t3b9Y6cv6I1FpYCIfDaQrA6SuN6x4AthCRxYf19QBARF+sBl8bpfiCgoIgEAgk1pZbSs1Iyi7CnYBEOL1+j7fvc8HhAF2aamGYcQP0b6MLPa2fpz5oVFQUWrRogcuXL2PSpEm1PZzvkrJKL2WG9tukXLx9n4uErP+3iddWlodRI3W0b6wOk8YaMNFTh64qe/GRPxoJCQlMwtaKFSvEeu1bt27h0qVLePToUbnKQUOHDmXyTsRJRkYG+vbti+DgYGabnJwc+vbtC0tLSwwdOhStW7cWq4GVkpKC3r17IyIiAqNHj8aNGzfg5+eHu3fvwsnJCa9evYK8vDzMzc0ZY7umfQ18fHywbt06PHz4sNL9JSUlePLkCRwdHeHo6IjY2Fjo6OiUCx9hu+10TEwMY+g+fvwYQqEQPXr0YEIX2K58kZeXhwcPHjBe9YyMDLRo0YJJiGTb0OTz+Xj69CkTJx0bGwtdXV0mfGXgwIGshq8IhUI8f/6c0Q8LC4OmpiaGDRsGa2trDBkyRKwhRD8i37NxfQul3ukklBrawRwO5xcAQ4ho9ofjpgDoRkQVS1V8Qm0Y11K+f/hCER6+S8E1n3g8CUsDEWDaRAPDTRpimHED1Ff/OQ2l69evY8KECfD19UXHjh1rezg/FDlFfIR8MLiDk3LxJjEHYSl5EH34umyorgiTxhpor6eB9o3VYdRYHWqK31dOQlpaGiuePoFAgOfPn8PZ2RnOzs4IDAwEUBrfL+6ynIGBgTA3N0dWVla57YcPH8b8+fNZMW6SkpLQu3dvREeXRizOmzcPmZmZuH//PnJyctCsWTPG0O7Xr59YDJyYmBgmFODYsWPl9iUnJ8PZ2Rl3795lPMpt2rTBsGHDMHz4cPTq1eub8mGqm4xXVku5LE76xYsXkJWVRd++fZnwkZpW3vgSubm5cHV1hYODA5ydnZGZmYmWLVsyhibbhq5QKISXlxdjaIaHh5czNC0sLFi92SAivHnzhomTro3wldDQUEbfy8sLcnJy6N+/P3OzIe6KMz8C36txrQZARET5HA7HEsBBIjL4WuOaw+HMBTAXAJo0adLp09qaUv67JGYX4eLzWNz0jUd6Pg/11RQxtnNjjO2khybaP4+HuirWrFmDw4cPIzc3V+yNFP6LFPIECE7Kxev4bLxOKC3DWJbsCgAt6iqjfWMNmDRWR4cmmmjXUA1yEgwr+vQHuEOHDjh16pRYNR4/foxRo0YhOzu73PZevXoxdX3Fjbe3NwYMGID8/Pxy29XV1TFgwAAMGTIEFhYWaNKkidg0IyMj0bt3byQnJ8PDwwO9evUCn8/Hixcv4OzsDBcXF7x+/RoKCgowNzeHpaUlLC0t0bJly2/WDAoKgru7+2dLZvJ4PDx9+pTxakdEREBdXR2DBw/G8OHDMXToUNZDJ1JTU+Hi4gJHR0e4uroiPz8fhoaGjKHdo0cPVkMXBAIBvLy8mDjlMo9qWT3rIUOGsB4KFxoaysRpe3l5QUZGBv369WO86uJ8L1ZGYmIi8/xro551amoq7t69C3t7e9y/fx9FRUXo1KkTo29iYvKfCKX7Lo3rSo6NAdAZgAF+oLAQKd8f/nFZOOMRDZeg0kouA9roYkJXPZgZ1P2hY6i/FnNzcxQVFeHly5e1PZSflqwCHgITcxAYn43XCaVGd9qHxElFOS7aN9aAqZ46ZDJjoFSYjMVzZ4pVv6wVcplBHRMTAwDgcDgICQkReydTIsLGjRuxffv2cttNTU0xbdo0DBw4EIaGhmL/YX3y5AmGDBmC4uJiDB48GPv374erqytcXV3x5MkTFBcXo02bNrCwsICFhQX69u1bY4/ymzdv0LdvX7x48aLS1zExMRH37t2Ds7MzHjx4gLy8PLRs2ZLxavft2/erK/R8bVOnsLAwxtB++vQphEIhunXrxoSPdOjQgVUjp6SkBE+fPmXCR2JiYqCtrQ1LS0sMHz4cFhYWEjF0ywxNT09PcLlcxqtuZWXFulc9LS2NqWft6uqKgoICdOjQgfHoduzYkfXwlarqWVtbW6Nnz56sevU/Tkp1dHRESkoK9PX1mThtMzOzn7bS2OeM6w/tkNlZADQFEFTFvvr4v3HfFUAcAA4AWQBRAJoBkAfwGkC76uh16tSJpPw3EYlE5PY2mUYf8yR9Gycy2nyP/rz7lhKyCmt7aLWCQCAgFRUVWrRoUW0P5btEIBBQcnKy2K8rEokoKbuQ7vjG0fRDTmS08gI1WWNP+jZOpG/jRIP2PaZ1twLp5qt4iknPJ5FIVCO9kJAQqlevHqG0oz2zWFhY1PjaVSESiWjVqlXl9IYNG0bq6uoEgOrXr0+TJ0+ms2fPUlxcnNh0nZ2dSU5OjiZOnFhue2FhIbm6utLKlSupXbt2BIAUFBRo4MCBtHv3bgoMDPzm1+L58+eUk5PzxeNKSkrI3d2d1qxZQ0ZGRgSAlJSUaNiwYXTkyBGKior6Jv2vIScnh27evEnTp08nXV1dAkCNGjWiOXPm0J07dyg/P59VfZFIREFBQfTXX39Rz549icPhkKysLA0YMID2799PERERrOoTEaWnp9OFCxdo7NixpKqqSgCoXbt2tH79enr+/DkJhUJW9YuKiuju3bs0b948atCgAfM/WLBgAbm4uFBxcTGr+nw+n548eUIrV66kFi1aEADS1tamqVOn0q1btygvL49VfaFQSF5eXrRu3Tpq27YtASB1dXWaOHEiXb16lbKzs1nVlzQAXlEV9iib1UKuAjAHoAMgBcBmAHIfDPrjHA5nMYAFAAQAigCsJCKvD+daAjiA0lJ8/xDRn9XRlHqu/3sQER6+S8XBh+F4k5iDxppKmNW7GcZ21vuumrlImpKSEvzzzz8wMTFBr169ans43w1v377FhQsXcOnSJVy5cgVmZmZiv/7u3btx584dJnSCI6eAZp37YdnWg/CNy4ZfXBZToURHRQGd9TXRuakmujXThmFDNch8ZbnHkJAQ9OvXj6m5X0b9+vVhZmYGc3Nz9O3bV6yVDogIy5Ytw+HDh8HlciEQCCAUCuHr6ws3Nzc8fPgQnp6e4PF4aNWqFQYOHIiBAwfC3Ny8Ri2ob926BQ8PjwoNvD4mISGB8Wq7ubkhKysLDRs2ZLzaAwcOhLa29jePoTrExcXBxcUFLi4ucHNzQ0FBAVq3bs14tc3MzL66xNzXIBKJ4OvrCycnJ9y9exe+vr5MCMvw4cMxbNgwsZTZ+xxpaWnlwkfy8vLQtm1bDB8+HFZWVujRowerHtXK6lnr6uoy+oMGDRJrl8hPEYlETD1re3v7ctVPrK2tJVbPukz/5cuXkJeXx4ABA5jwFXE07/kc4eHhzOvv4eEBGRkZmJubM151tsNn2EbaREbKT8mz8DTsuheKN4k5aKJVB4v7tcSojo0kGucqpWaIRCK4ubnh5s2bOH78OCvlLNPS0nDt2jVcuHABZd8Pbdu2RXBwsNinawsLCzF69Gi4urqW296pUycsXLgQPXr0gIFBK0SkF+BVTBZ8Y7PwKjYT8Zml1UlUFWXRrZkWU1vdsIFatWqrh4aGol+/fnj//j0A4Ny5c0hKSsKTJ0/g4eGBgoIC1K1bF2ZmZujbty/Mzc3Rrl27Gr3eRIT58+fj5s2bVdYw9vDwYOpGBwQEgMPhoFOnToyx3bNnz6/uTJeZmQktLa1qHSsUCuHj48MY2y9fvgQRoUuXLrCwsMCQIUPQtWtXVo28kpISeHh4MAmgISEhUFZWxoABAzB06FAMHToU+vr6rOkDpcmLHydFFhQUMIbusGHD0LNnT1an7stixcvCR6Kjo6GlpcWEj7AdJ00f8hHKQhe8vb2hoKDAGJrDhw9nPSEvJiaGCV95/PgxU8+6LHxCUvWsHRwcmOY9Xbp0YfSNjIxYDV9JT0+Hs7Mz7O3ty4XPlMVps1HXnW1qLSxE0os0LOS/Qcj7XJp65iXp2zhRrx0P6bpPHPEE7E73/Wj4+vpSZGTkV58nEonIycmJQkNDWRjV/8nKyqIDBw6QgYEBAaClS5eyonP+/HmSlZWtEDaxfft2VvSIiIqLi2nUqFHl9Nq1a0fy8vIEgDQ1NWnIkCFka2tL9+/fp5ycHErOKaI7/gm07tZr6rvrERNGYrLFleac96Ezz6LobVIOCYVVhzeEhIQwU9ExMTHMdh6PRy9evKCdO3eSpaUlM12upaVFI0eOpP3795Ofnx8JBIKvfq5CoZD++OOPah2blpZGdnZ2NHfuXGbKWlFRkQYOHEg7duygV69efdMYvobMzEy6ceMGzZo1ixo3bsxMW48ZM4ZOnjxJsbGxrOoTEUVFRdHRo0dp+PDhpKSkRADI0NCQVq9eTY8ePaKSkhJW9YuLi+n+/fu0dOlS5v+grq5O48ePpwsXLlBaWhqr+iKRiIKDg2nHjh3Uq1cv4nK5JCsrS/3796d9+/ZReHg4q/pERElJSXTq1CmysrJi/gedOnUiW1tb8vPzYy2kqozs7Gy6du0aTZo0iTQ0NAgAtWnThtauXUseHh6sfw4KCgrozp07NHPmTKpbty4BoKZNm9LSpUvp4cOHxOPxWNWvLHymcePGtHDhQnJ1dWX9MyAuUBthIbWB1HP9c5NVwMMu11Bc94mDioIslvQ3wNSe+lCQ/Xm76r169QoaGhpfXYWgLInl6dOn1TqeiHD37l3Y2trizZs3yMzMZKWGamBgII4ePYpLly6hsPD/lTZevnyJrl27il1PJBLBxsYGe/bsqbCvUaNG6NChA0xNTWFqaooOHTqgWbNmYvGeCAQCzJgxA5cuXQIAvHv3Ds2aNYO/vz+eP3/OLAkJCeBwODAyMkKPHj2YRbWeHl5GZ+JFZCaeR2UgLrP0tdKsI4duzbTRo0XpYqCrUm68YWFh6NevH16/fl3llLNAIEBAQACePHmCx48f49mzZ8jJyYGGhgb69OmDvn37om/fvujQoQOrHt3o6Gg8fPiQCSNJT0+HlpYW+vXrx3i2W7RowZo3iz5Mm7OdGPk5iouL8fTpU8arHR4eDhUVFQwaNIjxajdu3Jg1fSJCWFgYEz7y7NkzCIVCdO/enfFqs135IT09vVz4SG5uLlq3bs0kJEoyIa+sS2Tjxo2ZMn/f0iXya+Dz+fDw8GCSkqOjo6Gjo4Phw4djxIgRrIevCIVCvHz5kgkfCQkJgYaGBiwtLSVSfeXj5kH29vYICgqCqqoqU/3F0tKyRqFkbCINC5EiVohIotM3RISbvgnY7vwOecUCWLVRx6YxXaCpLLnycrm5uTh06BA2btwoMb3ff/8dR44cQVJS0lfVMOXz+VBTU8OCBQuwb9++zx5LRHBycoKtrS18fX0BABYWFrh3716Nxl8ZQqEQCxYsqLQ83JQpU2BgYFBuEWfd2AMHDmDlypVlydS4c+cOgoODERAQAH9/f0RERAAoLe9WZnCX/W3btu03TZmLRCIsWrQIx48fR0RERKWNPxISEsoZ235+fuDxeNDS0kL37t0ZY1uvtQnepJTgeVQGnkdmIDG7NIxEV1UBfQzqwqyVDnq31IG2igLCw8PRpEmTahsEQqEQgYGBjLH99OlTZGVlQU1NDb1792aM7Y4dO7IWOiASifDmzRsmhOTp06coLCyEvr4+BgwYgIEDB6J///6s1vItKirCs2fP4Orqinv37uHt27dQUFCAmZkZY2yz3Qo6IiKCidV2d3dHcXExjI2NmVJ/PXr0YDV8IycnB/fv38fdu3fh7OyMtLQ0NG7cmKk+MmDAAFZvNng8Hp49e8aEj0RFRTFl9qysrDBkyBBoaGiwpl9m6JWFbwQGBkJZWZnpEjls2DBWSx0SEYKDg5k45ZcvX0JBQQEDBw5kwlfYjpMOCwtj9D09PZk46REjRkikzGBUVBSjX+YcMjMzY8JH2M4V+BqkxrUUsXL48GGMGDFCIskIEan5+O32G3hHZ6Kzvia6ycYgyMMV58+fZ127jPj4eOZLtaqOZuKCiHDnzh0sWbIEiYmJqFevXoVEtS8REBAAU1NTXLlyBRMnTqzyuBcvXmDRokXw8/Mrt3348OGYPHky6tatCx0dHWYRh/eGiHDs2DEsW7YMQqEQAKCrq4sOHTogPDwcsbGxEIlEzPZPDW4DAwO0bNnym1pB29nZYcqUKeDxeCgoKChnJOTm5iIwMBD+/v7w9/dHQEAAgoKCwOfzIS8vDyMjo3Ie7vbt21drDESEtWvXYunSpdDT0/vi8cXFxfD394eXlxdjcCclJYHL5cLY2JgxtpsZdUaiQAUeEenwiEhHdiEfAGDUSA19DOqij4EOOulrftOsjkgkQlBQUDljOz09HcrKyuWM7c6dO7NWP53H4+HFixeMse3t7Q2hUAgTExPG2DYzMxNbS/DKiI+Px/3798slRjZq1AiDBw+WSGJkYWEhHj9+DBcXFzg7OyMqKgpqamoYPHgw49WuThOYb0UkEsHHx4cp9efv7w8FBQX079+fMbabNm3Kmj4RISQkBI6OjnBycoKnpyc4HA769OnDeLXZjlOOjY1lDH13d3cIBAL07NmT8WqzXU/6/fv3TJy0m5tbuThpa2trGBsbf5V+amoqCgsLq/1/KyszWBYnXVhYCFNTU0af7TjpzMxMuLi4wN7enukCa2xszBjanTp1YiVPp7pIY65/Mnx9fZnHbJcWqowBAwYwpb5SUlJY0RAKRXT6WRS12uBMJltc6Zp3LEVERpKqqiq1atWKiEpj99zd3VmNj3v16hUTEzZ06FBme15eHr18+ZLOnDkjthJXsbGxZG1tXS5Wt02bNnT58mU6f/48nT59mv7++286fPgw7du3j3bu3Enbtm2jpKSkctc5deoUAfhi7GJBQQEtWLCgQjxyWQzip4uqqio1a9aMunTpQpaWljR16lRauXLlN5XYcnd3J21tbQJAXbt2ZbYXFxfTu3fvyMHBgfbu3Uvz58+nAQMGUJMmTYjD4TBjadCgAZmZmdGsWbMoMDDwq3TV1dWrVZKqpKSE/P396ezZs7R06VLq06cPE6/M4XCoVatWNG7cOPL29v7sdUQi0Td/TkUiEcXGxtK1a9do2bJl1LVrV5KTkyMApKOjQ8OHDyf3x48pIC6LDj8Mo7HHvajF+rukb+NEbX93oRlnvekfjygKT8n75s+JUCikoKAgOnr0KI0dO5Yp81anTh0aMGAAubq6ftN1v4acnBxycHCgpUuXkqGhIQEgWVlZ6tOnD9nb27OuLxAI6Pnz57Rlyxbq0aMHcblc4nA41LVrV7Kzs2NdXyQSUWhoKO3fv58GDx7MxO936NCBLly4wLo+EVFCQgKdPHmSRowYQcrKykwuwalTpySin56eThcvXqTx48czZR9btWpFR44ckYh+Tk4O2dnZ0ZQpU0hLS4sAUIsWLWjv3r0S0c/Pz68QJ62vr09//vlnpcdnZGTQ/fv36c8//6RRo0aRnp4eycnJfXM+TVmc9Ny5c8vFSW/atKkmT6vaFBcX071792jhwoVMvkTDhg3JxsZGIvqVAWnMNXusXbsWfD7/s6WhxE23bt1gbGyMnTt3YsyYMRg7diwWLVokEe2SkhJoaGiguLgYS5cuxdmzZ3H16lUMGzZMbBrxmYVYfeM1XkZnYmBbXWwfbQwtpdJ2u15eXgCAffv24dSpU3j37h1r8bqOjo6YMGECExvctGlTGBsbIygoiGmNrKCgAG9vb5iYmNRIKzs7G7169cLbt28r7ONwOJCTk4OsrCzk5OQqPL59+3Y5/Xnz5sHOzg6ZmZnV8io4Ojpi5syZSE9PBwD8888/mDJlCrKyspCeno60tDSkp6dXeFy2fvr0aXTo0OGrn3N0dDRGjBgBPp+Pd+/effH44uJiREZGIjw8vNyya9cudOnSpdq6b968QcuWLb+6wQdQ6s2Ljo4u5+HeuHEjevTo8dXX+laKiorg5+fHeLaXLFkCc3NzZn9eMR8vojLxLDwNT8PSEPOhi2RDdUX0MaiLfm100cdAB8rfWKqSiBAaGsp4tmfMmIHBgweL46lVm6SkJDx69Ahubm4YM2YMrKysJKqflZUFNzc3uLq6YsiQIfjll18kql9QUIBHjx7BxcUFvXv3xqRJkySqX1xcjCdPnuDu3bswNTXFjBkzJKpf1jzJyckJrVu3xrx58ySqLxAI8Pz5czg4OEBPTw9Lly79qvOzsrLg6+uLV69eISUlBXv27PmqrpZCoRDe3t5wcHCAtrY2Vq9ezewjIowbNw43b96scN66devw119f7Mf3RT6Ok1ZSUsKGDRtqfM2vgYjg7+8Pe3t7EBG2bt0qUf0ypJ5rFhk3bhyNGjVKoppz5sxhsv0B0N69eyk3N1ci2o8fPy7nzezcubNYM3udA5PIaNM9Mtp0j+x84hhvm62tbTldOTk5mjZtGvn5+YlN+2MOHjxYzlOKD97KsWPHkq2tLd26dYtCQ0PFmtVdUFBAtra25TzHhoaGX32dxMREevr06Vedk5SURIMHDyYAtHnz5q/W/Fby8vJoyZIlEtP7LxKbXkCXXsTQvAuvyGjTPdK3cSKD35zp19Mv6KxHFMVlFNT2EKVI+W5ISUmh1NRUsV4zPDycdu3aRePGjWMqtJQt169fF6sWEVFcXFyF5lKysrLlZr2l1BxIPdfig4iwZs0aCIVCdOrUCWfPnoVAIMDcuXPh6+sLIsK+fftYjUM6evQoFi9eXGF7mzZtYG9vL/aWxx+zZcsW2Nralts2a9Ys7N27t0YZxSUCIbbffYfzz2PRXk8DRyaaQk+rNCb2xYsX6N27NxOjCwBaWlp48+YNK8kdAoEAly9fxunTp+Hh4VFun5+fH0xNTcWu+TEJCQlYt24dLl++DA6Hg6ysLNZbCAOl3ohDhw4hNDQUf//9N+t6ZRBJNkH2vwxfKIJPTCYevUvFo9BURKUVAAAMdFXQv60uBrSph45NNCArrRUv5T9Aeno640Eu+1tYWIiwsLBq11KvDhkZGejSpQsz41lG//794ebmxsr334sXL2Bubo6SkhIAgIyMDGO3TJo0CRMmTGA9OfJnR+q5FjM+Pj4VvJply/Pnz1nX9/DwqKDbokULevPmDevaZmZmlT7vYcOGfbP3PDmniKyPeJC+jRP94RhMJfz/x6cKBALq378/cblcibZ4LuPdu3e0Zs0aJs5Uku3Evby8qEuXLvTgwYNqnxMWFkb79++vUa3an61FrZSqiUrLp9PPomjSqedMrLbJFldaetWP7vgnUFbBj1FvVsrPhUgkosjISLKzs6O1a9fSvXv3xHr9oqIi6tatW6W/ZWzFkAcFBZGKiko5rdatW9Pu3bspISGBFc0LFy4wWteuXaP79+/T9OnTSVVVlTgcDvXv359Onz5NWVlZrOj/7OAznutaN4jFuUgyLGTevHkVPpSzZs2SiHZubm4FIzMzM5N13cLCQpKXlycOh0Ompqa0fPlyun37NqWnp3/zNf3jsqjLtgfU9ncXcnmTVOVxJSUlFBERQW5ubnTq1CnasGEDTZo0idzd3b9Z+2vg8Xj077//0pQpUyRa4F4oFH7VFOWRI0cIgESaYUj5ucgp4tHdwCRaeT2AOm69T/o2TtRsnRON/duLTj2NlIaPSCGi0vC1uLg4sV5TJBLRnTt3aN26dTRo0CDS1NQs5zgqKioSqx5RqfOiLDG0bNHV1WUtSZ+IyMHBgXHMaWtr04wZM0hNTY04HA7169ePFUN37dq1BIACAgKYbYWFhXTjxg0aOXIkycvLk7y8PI0aNYpu3rzJymv9syI1rlkgPT2dqXYAgDQ0NMQep/U5yuK21q9fz3o3pzJSUlLI0dFRbB9+h4BEMtjgTL12PKR373PEcs3/OtOmTSNdXV3WPfpSfm6EQhH5xWbSHtcQstj/hOkYaXnwKR1yC6Ow5Fzpe+w/QFFREb148YKOHDlC06dPJyMjI5KRkSFPT0+xax0+fLhST7KTk5PYtco4d+5chbwaWVlZsrS0pMuXL4utEtTH/PXXXwSA+vbtS0T/N3RHjRrFiqErEAjIysqqyueSmZlJp06don79+hGHwyE1NTWaPn06PXjwQGK2xY+K1LhmiZMnTzIfymPHjklUe9q0aXTjxg2JaoqTU08jSd/GiX7525My8qVTz+KiXbt2ZGlpWdvDkPKTEZOeTyeeRNDoY56Mod1vtzvtcHlHAXFZUkNbwgiFQgoNDaVLly7R8uXLycvLS+waCxYsIFlZ2QrG7rRp08SuRVTqvS5L1i9buFwuTZ8+ndzc3Fgz9FatWsXovXz5ki5cuEAWFhbE5XJJWVmZJk+eTC4uLsTn88WiJxKJaPLkyTR79uwK+8oMXXNzc+JwOKSurk4zZ86khw8f1uj5FxYWVuu4hIQE2rNnD3Xs2JEAUP369Wn58uXk7e0t/YxXwueMa2lCYw0QiUTo0aMHBAIBvL29v6qUTk3h8/msdupiCyLCXy4hOPk0CkON6mP/+A5QlPt525dLkvz8fKirq+P333/Hli1bans4Un5SUnKLcf9tClyDkvE8KgNCEaGhuiIGt6sPi3b10aWp5n82IZKIEBkZiXr16kFVVVVs1xWJRLhz5w68vb3h4+MDX19f5OTkAAC6dOmCFy9eiL2ZRnJyMrp06YKEhIRy258/f47u3buLVasMHo+HQYMGMZ35hgwZgpSUFPj7+6NBgwaYOHEiJk+eLNbmJUKhEMOHD2eapCgqKgIAUlJScP36dVy+fBne3t7Q1dXF+PHjMXnyZHTt2rVG+kVFRfDw8MCgQYOqPCYhIQFXr17FlStXEBAQgIYNG2LChAlif/5V8e7dO0Y/MjISBgYGmDRpEiZNmsRq0YQfCWlCI4v4+PhIJInxZ0AoFNH6fwNJ38aJNt5+QwKh9E5YnPj4+BCXyyVHR8faHoqU/whZBSV081U8zT7vQ602OJO+jROZbr1Pa2+8psehqcQTSL7JlSQpC5X7/fffycLCgrS0tKhz586sNPfasGFDpWETL1++FLtWGb6+vpU2lerRowcdOXKElVDI1NRU0tfXJwDk7OxMRETBwcH022+/UdOmTQkoba71xx9/UGRkpFg0s7KyaMiQIVXuDwsLoy1btpCBgQETB75p06ZvbsjytbD9/D+HSCSiFy9e0NKlS5nE/s6dO9O+ffsoMTGRdf3vGUjDQqTUNgKhiFbbBZC+jRPtcHknnWJiiYKCAiouLq7tYUj5D1JQwifnwCRaetWPqadtuvU+/fZvID2PTJfYzbRIJKKYmBi6du0aLV++nA4dOiR2jaSkJGrVqlWlxi4bIRpEpaEgo0aNKqclLy9Pc+fOpcePH7PWrdfOzo7RO3LkCDk5OdHEiROpTp06JCMjQ0OHDqVLly5Vq+tpdXn9+jUpKytX6DIrEonIw8ODFixYwOQ8icvQr058tUgkIm9vb1q2bFk5Q3P//v30/v37GulXh8qef/fu3enw4cMSyfni8/nk6upK06ZNYyqODBgwgM6cOfOfrDIlNa6l1CpCoYjW3nhN+jZOtPd+qNSwliLlJ6eIJyDXoPe0+IoftdnoQvo2TtRl232afdSFvEKTxP4d4OPjQzt27KCRI0dS/fr1GWNQWVmZtTJnZ8+erWBYd+rUiVUjIy8vj9q3b8/ojRgxgtq1a0dAaSvq1atXk5+fn9hf302bNhEAevToUbmxXLp0iYYOHUoyMjJUp04dmjhxIjk6OhKPx6uxpr29/WfjnHk8Hjk6OtKECRNISUmJZGRkWE1E/BQ+n0/37t2jKVOmkIqKCnG5XBo0aBCdO3eOcnLYT9Dn8XgSudGpisLCQrKzs6MRI0aQnJwcKSgo0OjRo/9TFUekxrWUWkMkEpGtQzDp2zjRHteQ2h7OT83UqVPp0qVLtT0MKT8QbN7oJiQk0PXr12nh0hVkZDmVdEdvpKZr7pC+jRP12vGQ/nJ+R0GJ2WIZw+PHj0lOTq6Csbtt2zYxPJOqKStzVrZwuVySl5enkSNH0vXr16mgQPzlC2NiYhivaVlIYmBgIK1bt44Jp2jTpg3Z2tpSWFiYWDSFQiGNGTOmyhJ8qampdOTIEerRowdTZm7BggX07Nkz1jzqH5Obm1tpIqKzs7PYEhE/R0FBAV29epWGDx9OsrKypKioSOPGjSN7e3uJlG7Ny8ujixcvVrjRcXJyEsuNzpf4NBFTTU2NZsyYwWoi6veA1LiWUmsceBBG+jZOtMUhSOqxZpHMzEwCQNu3b6/toUj5jsnMzCR7e3tauXIlde7cmZXGU4mJiUxs6seLjIwMefu/oZuv4mnaPy+p+YemNf32uNO++6EUnvJtTajK+LSsWtmU+aFDh1iLDRUIBGRtbc3oJSYm0qlTp2jAgAGMkTdp0iRycHAQq5Hl6elJ8vLyFXoMCIVC8vDwoEWLFpGOjg4BoC5dutD+/fspKanqPgLVIT8/v1qGcmRkJG3bto3atm1LAEhfX5/Wr18vkSZnRETJycl08OBB6tq1KwGgunXr0uLFi+n58+cS+Q1KS0ujY8eOUa9evQgAaWlp0bx58yR2o5GSkkKHDx+m7t27EwDS0dGhhQsXkqenp0Sef3x8PO3evZtMTU3LVRzx8fH56WwAqXEtpVaw84kjfRsnWnk9gITS5EVWefDgAQH4qm6OUmofkUhEISEhdOjQIVYS0wQCAd2+fZuWL19OHTp0KNdZdsqUKWLXK+P8+fMVDN327duX86Rm5JfQ5RexNOHEc2q6rrS837BDT+nMsyhKz/u2vIGPk/5MTU1pwoQJpKysTBwOh8zMzOjo0aOUnJwsrqdJRP8P1WjYsGG57e/fv6dDhw4x3lwNDQ2aNWuW2Lx5t27d+qyxwuPxyMXFhQlbKIuPlVRHPpFIRP7+/rR69Wpq1KgRASATExPauXOnxJpcVZaI+Pvvv1NIiGRmUaOioujPP/8kQ0PDcjcaQUFBEtGPiIigrVu3UuvWrQkANW3alH777TcKDg6WiP7bt29p48aN1Lx5cwJArVq1oi1btohtRqW2kRrXUiSOR3gatVh/lyafevHTVwz4Hti+fTsBkEinzp8ZkUhEQUFBFB8fz5pGeno6Xb9+nWbNmkVNmjRh4mXZilO0sbGpYOjKyclRdHQ0K3pl2NraltNUVlZmDCxbW1sKCvr/bFZKThGdeRZFww49JX0bJ2qx/i7NOudNdwOTqJhffUNUKBTSuHHjCACtWLGCiEqn7G/evEljx44lJSUl4nK51K9fP/r777/FlgQWGxtLY8eOrXJ/dHQ07dixgzp06EAAqF69erRkyRKJeRMLCgro+vXr5TryjRw5kuzs7KpdA7kmCAQCcnd3p9mzZ5OGhgYBIDMzMzpx4gRlZGSwrv9xImK9evWY+Ph9+/bV2KNfXf2yG42GDRsyN5u7du1i9bvmY31fX19auXIlNWjQgABQhw4dWG29/qn+ixcvaMmSJUxIk7hmVGoTqXEtRaJEp+WT8eZ7NGjfY8opYj/eSwrR6NGjqUWLFrU9DLGTkJDA+lSqQCCgJ0+e0MqVK6lFixakra3NSkKUSCSiuXPnlvMely3Hjx8Xu97HulOnTq2gaWhoSOvXr6fnz5+z8hqLRCKaPn06o5eamkr379+nefPmMT+wrVu3pt9++418fX0ZIzPkfS5td35LXf98QPo2TmSyxZV++zeQfGMzq2WIFhYWUrdu3SqtEpKfn0/Xr1+nMWPGkKKiIsnIyNDAgQPp5MmTFUIsvpbqvmfevn1LmzdvZqqN6Ovr09q1a8nf318ihnZmZiadPn2a+vfvTxwOh1RVVWnq1Kl07949icQnFxcX0+3bt+mXX34hBQUFkpOTI2tra7p27RorMeqfUlbxYurUqUwi4sCBA+ns2bMSSUQUCAT08OFDmjlzJtP63NzcnE6dOiWRGQWBQEBubm61pl+WCPrp6//PP//8cBVHpMa1FImRX8ynQfseU3tbV4pNZ/+LUkopU6ZMoXnz5rF2fT6fLzEPQ15eHp0/f54GDBhA/fv3Z0VDJBLRnTt3aPr06Uxsatlia2vLiiZRaTxk2RTtx8vatWvJw8ODNeOGx+PRkCFDGL3Zs2fTkiVLGM95vXr1aPbs2eTo6ChWTyaPx6OBAweSiopKOcOx7IZm6dKlTMhAs2bNaPXq1YyxLxCK6EloKi276ketN5bW0Dbf7U6H3MIoPvPz3y3Jycnk4+Pz2WNyc3PpypUrNHLkSFJQUCAZGRmysLCgM2fOSGQGSCQSkZ+fH61Zs4b09PSYm43NmzdLLGwhMTGR9u/fT126dGHikxctWiQxj3p2djadPXuWBg4cSFwul1RUVCRq6BcUFNC1a9fIysqKSUQcO3Ys3blzRyKJiEVFRXTz5k3WWp9/7/plMyofVxwZM2YM3bp164eoOFIj4xrAaADhAHIA5ALIA5D7pfNqY5Ea17WLSCSixVf8qNk6J3oWliYRvdoiNzdXIskpn5Kamkqenp4S08vNzaX9+/dTkyZNWNUVCAR0//59+vXXX6lOnTqMEXjt2jXWNI8cOVJpnWJHR0dWf1jj4+OZqg5lcZBlRq66ujr98ssvdPr0abFPF+fl5TFG1K1bt4io9DMUEBBAtra2TMvjOnXq0MiRI+ns2bNiCZvIzs6mCRMmVLlfKBTS8+fPafXq1dSsWTMCQI0aNaIlS5bQ48ePSSAQUG4Rj677xNH4E15M+/XxJ7zIzieOCkpqboTl5OTQxYsXycrKiuTk5EhOTo4sLS3p3LlzEvHmlSUiLl68mPHqd+jQgXbu3EkxMTGs6xOVxifb2tqWi8+VZCJiUlIS7d+/nzp37szc8C1dupRevHghke/69PR0+vvvv6l3794EgDQ1NWnu3Ln05MkTiXzXV9X6/NGjRxLV79evX61U/MjIyKCTJ09S3759me9CcbR+Z5OaGtcRANp+6bjvYZEa17XLzVfxpG/jRIcfsp+sEB8fT0eOHGFdpzKSk5OpY8eOEilxVIZAIKDjx4+TpqYmXb9+vdw+Nn54EhISyMbGhtTV1QkANWjQgLUv+Pz8fCaz/ONFTU2N9WnaY8eOVWpgKykp0YABA8jW1pYeP34sdi9KeHg4U4951apVJBKJ6O3bt7Rv3z4aPHgwKSgoEAAyMjKi1atXk5ubm1iaA6WmppKBgUGVXWXj4+Pp6NGjZGFhQXJycsTlcql37960a9euGnWjq+7Yy7y5GzZsoDZt2hAA0tXVpXnz5tH9+/eJx+NRXEYBHXILI/Pd7qRv40TtNt2j3/4NpDcJ2d88vo/Jysqic+fOkaWlJcnKypK8vDxZWVnRxYsXJRI2wOfz6cGDBzRz5kzm89ezZ086dOiQ2JMxK6Psf/BxIqKRkRFt376d9Tj9MkJDQ2nz5s3UsmVLAkAtW7akTZs2ScyjHx0dTdu3b2dqiDdp0oRsbGwoMDBQIvpxcXG0a9cupqZ5o0aNaPXq1RILHSqr+FGWI9CwYUNauXIlvXr1SiL6Zc+/TL9Bgwa0YsUKielXl5oa155fOuZ7WaTGteS4du1auTd5THo+Gf7uQmOPe0mkE9v48eOpV69erOt8Snh4OJP5LKm7aR8fH8bjCKBC17I//viD2rdvL5Zp1NDQUJo2bVqFmsHTp09n1Xvy8ev68SIrK0vGxsY0depUOnDgAD158kTsBs7x48fLPc93797R8ePHadKkSYxxoaCgQGZmZrRx40Z68OCBWGKy37x5Q1paWvTXX39V2FdQUEDOzs60dOlSJja3Tp06NHz4cDpy5AhFRER8s25UVBSlpKR88bicnByys7OjX3/9lTQ1NQkorZ+8du1a8vT0lMj7Pzg4mGxtbcnExITxJk6fPp0cHR2pqKiIfKIzaOX1AKb1+vBDz+jSixjKFVOuR0ZGBv3zzz9kYWFBMjIypKCgQCNHjqQrV65Qbm7NSgdWh+LiYrK3t2cahXC5XKbihyRCV4RCIT1+/Jjmzp3LvAd69uxJR44cqdZ7qKZ8LhFREq23y2Z21qxZw3wXGBsb044dO6qs+S1ugoKCaP369cxsl6GhIf35558Su9EJDg6mDRs2MK3XW7duTVu3bq3Rd9C36JfNarVu3VqsNdxrQk2N64MArgOY+CFEZDSA0V86rzaW/4px/fDhwwoGlqRp27Yt/fXXXyQSiYgnENKIIx5kvPkeJWSxn3nu5uZGQGnDhsjISNb1yvDx8aG6desyhlhRURH5+vqy5sHOyMig+fPnl0uAk5OTI3t7e3JwcCB7e3u6c+cODR48mAwNDcWimZqaSoMGDarUmysvL08tWrQgc3NzmjJlCm3YsIGOHz8utljs5ORk6tSpE6P366+/0uXLl2nVqlXUv39/5scdH0pq/fLLL7R9+3aKioqqsfbJkycJAC1evLjcdpFIRBEREfTPP//QtGnTmB8YWVlZ6t69O9nY2NC7d+++Wdfb27taoS+RkZF07Ngxsra2ZqputGzZkhYvXkwBAQHfrF9deDweubu70/Lly5kfubp169LMmTPJ29ubdX2i0huwHTt2MDeaqqqqNHHiRPLw8KDsQh6d94omi/1PSN/Gidr+7kJrb7wmv2omQVaHtLQ0OnXqFBMfrKioSKNHjy7XtZBN8vPz6dq1azRixAiSl5cnOTk5srKyonv37klEv6SkhBwdHct1BLSwsCAHBweJ6PP5fLp//36F1ts3b96UiL5QKGQqnpTNKJiZmdGVK1ckpv/s2TOaN28eaWlpEQDq1asXnT9/XiL6IpGIPD09aeHChUyeSvfu3enUqVMS0/fy8qLFixczv8NdunShY8eOSUS/MmpqXJ+tZPnnS+fVxlIbxvXhw4fpwIEDEtV0cXEhGRkZmj17Ni1evJjVuNTKEAqFzLR1ly5daNmp+6Rv40SOr9n3JJSUlDDTxWUG9qtXr1jXdXV1ZYyajw1dAOTn5yd2PYFAQKNHj67UyP100dbWpmnTpolVe9OmTeWM+t9++43Onj1Ltra2NHv2bLKwsKC2bduSsrIyeXl5iU07Ly+PLCwsCACtXr263D6RSETR0dH077//0u+//07Dhw+nhg0bkru7u1i0T58+TevXr//icbGxsXTx4kWaPXs2GRgYkLOzc410v9b4KykpoUePHtHatWvJxMSE/v333xrpfy0ikYjevHlDf/75J3Xt2lVixsXHxMTE0L59+6hXr1505syZcmPzj8uitTdeU9vfS9uuW+x/Quc8oym7UHw3wampqXT8+HHq378/HT16VGzXrS5ZWVl09uxZGjx4MO3du1fi+nl5eXT58mUaNmwY/fnnnxLX/7j19saNGyWuX1xcTP/++y+NGTOmwveUJCgpKSF7e3saN24cLVq0SOL6PB6P7t69S5MmTaJZs2ZJXJ/P5zM13CdPnixx/TI+Z1xzSvf/HHTu3JlevXrFqgYRYdu2bVBSUkKnTp2wd+9eCAQCrFu3Dr6+vsjPz8emTZvA4XBYG0NBQQE0NTXB5/MBADo6OjAwMICuri5WrFiBvn37sqYNAAkJCdDT0wMAyNdrgQbT9mOQgTpOzTZjVRcAdu/ejbVr1zLrMjIyeP36Ndq1a8ea5vXr1/Hrr79CIBCU275w4UIsWLAAbdq0gaysrNh1iQiXL1/GmjVrkJycDACQlZVFamoqFBQUwOFwkJCQgFatWuHIkSNYtGiRWPXv3buHyZMnIzMzE3///Tfmz59f6RgBiPX9zufzMXv2bOjo6GDv3r1fPJ6IxKafmZkJLS2trzpHnPrfQm3rf6/kFfPh+Po9rnrH4U1iDhRkuRhm0gCTuzVBxyaa0tdMipRqUlRUhJiYGERFRaFRo0bo0KFDbQ/pu4DD4fgSUedKd1ZldZctABoDuA0g9cNyC0Djapz3z4fjg6rYPxlAIIA3ALwAtP9oX8yH7QH4zJ3Bp4ukPNdlYQmVLZKaoivLqP14Wb9+vUSC/d3d3Us1OVyqP2UfNV50keqoa5O9vT2ruvHx8RW8xwCobdu2rNbHzM3NpbNnzzJ1Yct0hw0bxprmx+Tk5NDKlStJRkaGAJQrMXbr1i0CQC9evGBFOyYmhrp06UJbt25l5fpVURbrKEWKOHiTkE2//RtI7TbdYzpB2vnEURHv+6xCIEVKdRCJRGLPfRAIBPTXX3/RtGnTqE+fPkzTG3yo4JKWxn4lsB+Fz9mnX/RcczicBwCuALj4YdOvACYT0aAvnGcGIB/ABSIyqmR/TwDviCiLw+EMBbCFiLp92BcDoDMRpX92cJ8gCc91GePHj4ednV25baNHj8atW7ckor9t2zb8/vvvzPru3buxevVqiWifOXMGs2fPhkr7IdAeshjDtNJgO3M4dHR0WNX19vbGo0ePkJubi7y8vHJL3759sWHDBlb1gVKv/eXLl3Hx4kW8ffsWUVFRaNq0Keu6ABAcHIwlS5Zg3LhxjBfZ09MTx48fx6lTp6CoqMiKbklJCXx9fdGzZ09Wri9FiqQoKBHgtn8iznvFIDw1H1rK8pjQRQ+/dtdHQw2l2h6eFCkVKCgoQFhYGGJiYhAdHY3o6GjmsYyMDDw8PKCqqipWzT179mDNmjUVtjs5OWHYsGFi1fqR+ZznujrGdQARdfjStirObQrAqTLj+pPjNFHq4W70YT0G37lxnZCQgDZt2qCgoAAAoKSkhJCQEDRp0kQi+s+fP0fPnj3B5XJx8uRJzJo1SyK6AHD06FFExKfggXwPGDXWwNU53f9zU6xEhICAABAROnbsKFHdj8NypEiR8vUQEZ5HZuCsVwwevksBh8OBRbt6mNajKbo20/rPfZ9J+XqKi4sRFxeH2NhYxMTEIDY2Fu3atcPEiRPFqhMfHw8TExNkZ2eX287lcvHs2TNWnB4ikQgWFhZwc3NjttWtWxfnz5+HhYUFuFyu2DV/RGoaFvIQpd5qmQ/LrwAefum8D+c2RRVhIZ8ctxrA6Y/WowH4AfAFMLc6WlQLCY27du1ipkskndTB5/NJR0dHYpnSn7LyegC1/O0uhaewX45KSuWIRCKKjY39rup+SpHyoxGXUUDb774lky2upG/jREMOPKWrL2OpsEQaMvIjIhAIKCEhgby8vFip5LRy5UqmRv3HS/369VkLmbh+/XoFvZkzZ7KiVUZiYiJpa2szemVNplq1akWHDx+WSCnK7x3UsFqIPgAHAGkojaG+A6DJl86jahrXAPoBeAdA+6NtjT781QXwGoDZZ86fC+AVgFdNmjRh8WWsSFnlCgMDA7E0ePhaxFGC7Ft4k5BN+jZO9Jfzt5cgk1JzIiIiCACdPXu2tociRcoPT2GJgK6+jGXK+bW3daXtd99+sdW6lNrD19eXNm7cSFOnTqW+fftSs2bNmCpO8+bNY0UzIiKCVFRUJJ5vNXXq1AqaZmZmdPv2bdZqztvb2xM+1Njn8/n0+vVrmjVrFikqKpKamhotX75couVwvzc+Z1yzWi3kS2EhHA7HBKXJkkOJKKyKY7YAyCeiPV/Sk2RYSBkPHz4En8/HkCFDJKpbm8w46w2/uGw8XdsP6kpytT2c/yzXrl3DxIkT4e/vL83eliJFTBARXkZn4rxXDO6/TQEAWJk0wFyzFjBsqFbLo/t+KSkpQVxcHOLi4hAfH1/ub15eHm7fvo169eqJVTM9PR3GxsZMNaUyWrduDV9fXygrK4tVr4yzZ89i5syZzLqMjAxmz56N5cuXo02bNqxo5ubmokOHDoiOjoa1tTUWLVqEAwcOwMXFBc2aNcPSpUsxc+ZMqKmJ9z26cOFCBAcH48mTJ8y29PR0nDp1CkePHkVSUhKsrKywdOlS9O/f/z8VUvVNYSEA1n74exjAoU+Xqs775BpNUXW1kCYoba3e85PtygBUP3rsBWBIdfT+K01kapNXMRmkb+NER91rt4mNlNLpSUVFRYm2YZci5b9EQlYhbXMKJsMPNbN/Pf2CPMLTfqhQrOLiYoqIiCB3d3e6cOEC/fnnnxQfHy92naSkJKa5yafL9evXxa5XhrOzcwW9VatWUVFREWuaIpGoXB+CefPmMR1mLS0tyc3NjZX3iJeXF8nIyJTr6vru3TuaP38+KSkpkaqqqti9yQUFBVXOjvJ4PLp27Rr17NmTAJCRkRGdPHmSCgr+G7M9+BbPNYfDsSIiRw6HM60Ko/z8Fyz6qwDMAegASAGwGYDch3OPczic0wDGAIj9cIqAiDpzOJzmKPVmA4AsgCtE9OfntMqoDc/1fwkiwoSTLxCZVoCna81RR178tZ2lACUCIbIK+CjgCVDEE6KILyz3t0QgBIfDwZZ5YyHk87HjvD24HA44HA64HKCOvAxUFOSgoiALVUVZqCjIQllBFvKy0iQUKVK+hZwiPi6/jMU/HjFIzy+BUSM1zDNrgaFG9SEr822fq8LCQsTHx6NRo0ZQUVER63jfv3+PkSNHIiYmBqmpqeX2TZkyBRcuXBCrXhk3b97E2LFjy20bP348rl27xopeGYsWLcKxY8cAALq6usjMzIS2tjYWL16MBQsWQFtbW+ya6enpMDExQUpKCnJycqCkpAQHBwfs378fz549g4mJCVasWIGJEydCQUFBbLpbtmyBubk5zM3Ny23PzMzEqVOncPjwYSQlJWHEiBFYsWIF+vTpIxFv8qtXr3Do0CFcu3YNqqqqmDNnDhYtWvRTJ9/XtFrIWCK68aVt3wNS45pdPMLT8euZl9hiZYjpvZrV9nB+SHgCEeKzChGdVoCYjAIkZhchLa8E6fklH/7ykFPE/+J1SCRE/IHxUDEeCK1BFZu7VIa8LBdqinKoq6oA3Q9LPTVF6KqVPq6rqoj66opooKYILve/M7UnRUp1KeYLccc/ESefRiEqvQB6WkqY06c5xnbSg5K8TKXnREVF4caNG+VCJeLj45GRkQEzMzM8evQIMjKVn1sT1q9fjx07dpTb1rx5cwQEBIi9dNvHTJkyBZcuXWLWZWRkMHbsWKxevRqdOnViRbOgoAAdO3ZEWFgYdu/ejQkTJuDQoUM4efIkeDwepk+fjhUrVsDAwECsuq6urli3bh38/f3Lbffx8cH+/fthZ2cHHR0dLF68GPPnzxdLuVqBQACBQFBl6VU+n49bt25h//798Pb2hqmpKZYvX47x48eL1civiuTkZBw/fhx///03MjIyMGrUKCxbtgy9evX66UJGampc+xFRxy9t+x6QGtfsMuXMS4Sl5OHp2n5QkBX/j8HPBBEhPrMIgYnZCEzIQWhyHqLTC5CQVQjRRx85ZXkZ1FVVgI6KQrm/2iryUFGQhaKcDOrIy0BJToZ5LC/LBY/Hg4ujPfT0m8HEtBNERBARIBQRivhC5BcLkF/CR16xAAUlAuSXCJBXIkBuER+puSVIzStBal4x0vN5EIrKfwfIy3LRRKsOmmoro6l2HejrKKOZtjL0teugoYYSZKSGt5QflIKCAsbILSujVva4bdu2OHr0aLUMAJGI8OBdCo4/iYR/XDY068hhWs+mmNqjKbSU5csdW1RUhI4dOyIkJKTcdg0NDQQGBrLm2ePxeOjatStev37NbDMyMsLWrVthbW3NikEPANnZ2TA2NkZCQgL69++P6dOnY8+ePQgMDIS5uTlWr16NoUOHir2cm7e3N3r27Ilnz56hR48eAIC8vDycOXMGBw4cQFxcHKytrbFq1Sr07t1bbIaet7c3unbtWum++Ph4HDlyBCdOnEBJSQmmTp2K5cuXo23btmLR/hIvXrzAgQMHcPPmTejo6GDhwoWYP38+dHV1WdcuKSmBnZ0dDh48CF9fX3Ts2BFLly7FhAkTJGLkS4JvMq4/NHaxBDAOwPWPdqkBMCSiyt9NtYjUuGaP0OQ8WBx4ijUWrbGoX8vaHs53RzFfCN/YLHhFpiMwIQeBCTmMB1pehouWuipoVlcZzXWUS41WndLHmp/8EEsaoYiQWcBDal4xUnNL8D6nGLEZpV71mPRCxGQUoEQgYo6Xl+HCoJ4K2jZQg2EDNeaveh1pYquUb0MgECAhIQExMTHMMmTIEHTv3l3sWufOncOMGTMqbNfR0UFgYCAaNGjwVdcjIryKzcKJJ5Fwe5cKRTkufu2mj3l9W6Cu6v8NCB8fH/To0QNCoZDZNm3aNJw4cYJVQyMwMBBdunQBj8eDnp4eTExMcPfuXRgYGGDlypWYNm0alJTE3zzn4cOHGDhwILZu3Yrff/8dRAQ3Nzfs2bMH9+/fR9u2bbFq1SpMnjxZrM2vdu7cieXLl1d4TQUCAf7991/s3bsX3t7e6NKlC1atWoUxY8ZAVpb98Mb8/HycPXsWBw8eRGRkJCwtLbFy5UqJJQDGxcXh6NGjOHnyJIqKijB58mQsW7YMJiYmrGsTEZ4/f46DBw/i1q1b0NbWxrx587BgwYKv/rx9b3xrQmN7ANNQGhM97aNlNADNqs6rzUWa0Mgea24EUJuNLpRVUFLbQ/kuEApF9Do+i466h9OkU8+p1QZn0rdxohbr75Llwae07tZruvwilt4kZFMJXyh2/adPn5Kfn5/Yr/spQqGIkrILySsina6+jKU/776lX0+/oE5/3Cd9Gydm6fnXQ5p1zpv2uoaQa9B7Ss+TfGlKKeIjJyeH/Pz8yMXFhZXELB6PR6NGjSJ9fX2SkZEpl4zWrVs31pJ0RSIRjRo1qkIC3I0bN2p87bDkXFpx3Z+arXOi1hudaZtTMKXm/v9zsGXLFkZPVVWVZGVlqX79+rR9+3bKzMyssX5V7Ny5kwDQnDlziIgoODiYZs6cSfLy8qSjo0Nbtmyh1NRUsesuW7aMHj16VGF7QEAATZ06lWRlZalevXq0bds2Sk9PF4vml96rIpGInj17RiNHjiQOh0P6+vq0b98+idVsFggEdPv2berTpw8BIBMTEzp79qzESvnm5+fT0aNHqVWrVgSA+vfvT46OjiQUiv83qjLi4uJo/fr1pK2tTXJycjR58mR6+fKlRLTZADWscy33pWO+l0VqXLNDWl4xGWxwpg23A2t7KLWKUCiiVzGZtNUxmHpsd2MMS4v9T2irYzA9epdC+cV8iYylW7du1LdvX4loVUVKbhE9Dk2lY+4RtOSKHw3c+5iarfu/wW2+251W2QXQlZexFJacS0Lhj1Nh4XtCJBJRfHw8axn4T58+pS1bttCvv/5KPXr0oLp16zJG4MmTJ1nRJCK6ceNGBSNXWVmZwsLCWNMkIkpNTaV69eqV09XV1SVbW1uxNAGJSsuv1Mjm8XjUuXNnAkCLFy+muLg4Wr16NamqqpKysjItW7aMoqOja/4EP0EgEFDv3r3p/Pnz5bYnJSXRb7/9RhoaGqSoqEgLFiwQ62tfWFhIhYWFVe6Pj4+ntWvXkpqaGtWpU4cWL15MERERYtP/EmFhYbRw4UJSUlIiNTU1Wr16NcXFxUlM38fHhyZNmkQyMjJUr149+uOPP1hrQvMpQqGQ7t69S4MGDSIAZGBgQIcPH6a8vDyJ6BcWFtLp06fJ2NiYAFD37t3p6tWrP1zlq5oa1wYAbgJ4CyCqbPnSebWxSI1rdjjkFkb6Nk4UkSqZD973RkRqHm1z+r9BbfCbM8065003X8WX80xJipKSElJQUKBVq1ZJXPtLFPEE5BOdQX8/jqDZ533IdOv/PdwmW1xp+j8v6cijcPKLzSTBD2hsFxcXf9ZgqAkCgYDCw8PJ3t6eduzYQdOmTaOuXbuSqqoq9ezZk7VGEUFBQaSoqFjB0B06dCjrJeemT59eTlNbW5t27NjBqieXiMjJyYnR3Lp1K61bt440NDRISUmJ5s+fT6GhoTXWqMzI9vJ7Q4qKinTt2jXmuOzsbNq9ezc1atSIuFwujR8/nnx8fGqs/zGRkZEUGxtb6b68vDw6ePAgNW3alDgcDo0ePZq8vLzEqv85cnJyaN++faSnp0dcLpfGjBlDz58/l5h+eno6bdu2jerVq0eysrI0adIk8vX1lZh+XFwcrV27ltTV1UlRUZHmzp1Lb9++lZj+mzdvaPbs2aSgoEDq6uq0evVqiomJkYi2SCSiR48eMTMJDRs2pG3btrEyk8IGNTWuPQAMABCI0m6NWwBs/dJ5tbFIjWvxIxKJqM/ORzTplOS+7L4HSvhCcnydSBNOPGfCPWae9aZbvvGUU1S7d9d+fn4EoNwP9PeKSCSiyNQ8svOJI5ubr2nA3sfljO2Fl3zp6stYSsj6OoM1KSmJ9anUoqIi8vb2pr///ptmz55Npqam1LJlS8rPz2dFLywsjFRVVSsYuQoKCvTuHbvdUP/+++8Kulu2bGHtuZaRk5NDzZo1YzQXLlxIqqqqVKdOHVq0aBGrXuy5c+cSAAoODiaiikbmiBEj6OnTpzW+wfjUyB79xyV6HVqxu25JSQlduHCBTExMCACZm5uTk5OTxKbs+Xw+Xbt2jTp16kQAqGfPnqx2//sUHo9HV65cIVNTUwJAvXr1kqh+cXEx/fPPP9SuXTvm9ZdkyEReXh4dOnSIWrRowdTLfvDggcRqqqemptK2bduoQYMGxOVy6ZdffiFPT0+J6UdFRdHKlStJXV2dFBQUaMaMGRQQECAR7W+lpsa174e/bz7d9r0tUuNa/LyMKm0ac8tX/E0Hvkfyivl0zD2COv3xgPRtnKjXjod05FE4peSy15Dgazlx4gQBYKZQ+XzJhKJ8SkBAADk4OHz1eRn5JeQQkEir7QKo25//D6/pt8edNtsH0cN3yRXCa7Kysuj27du0ePFiMjQ0pJ49e7L2pZ+SkkKdO3cmWVnZCgbnv//+y4pmGXZ2dhU0f/nlF9anSz+NRdbX1yd5eXnS0NCglStXstri2NPTk7hcLrVu3ZqISj25+/btY4xcKysrevTokdj/33l5edS1a9cKxhOfzyc7Ozvq2rUrAaAuXbrQ9evXa/w5q8yTnZlfMYdFJBKRq6srM2VvaGhIZ86ckVhcrkgkInd3dxo2bBgTMnD8+HHWZmwq03/06BFZWloy+n///bdE9e/du8e8/m3atKETJ05ITP/TuGxjY2OJxmWXlJTQxYsXqWPHjsz7//LlyxIL2cjLy6OjR49S69atCQD17duXbt26JbGbrK+hpsa1FwAugH8BLAYwCkDol86rjUVqXIufNTcCyPB3FyooqR0DTlJkF/LowIMwMtniSvo2TjTlzEt6FJLyxdAFSX3hfcycOXNIU1OTQkJCyNraWixT2NUlMTGRdu/ezXjXnJycanQ9kUhEYcm5dPpZFE0985JabyxNDDXY4Ey/nnhG42z2UqcefYjL5ZYzON3d3cXzhKrg2LFjFYxcU1NTiXzBL1myhNHkcrnE4XCoXr16tH79elaN3IyMDGrcuDEBoH/++YdSUlJo27Zt1KhRI+JwODR8+HBydXVl5aZm06ZNNH369HLb+Hw+3bx5k+n+1r59ezp37pxYP3Ofi3GtLPlt//79NU5++9jINtp8j465R1ARr/L3VUBAAE2ZMkViyY+fEhQUVCH5UVJxwZXpb968mVJSUiSm//r1a5o2bRrJyclR3bp1Ja7/aVz21q1bJRYyIRKJ6OnTpzR69GjicrnUsGFD2r59u9iST7+EUCike/fu0dChQ5kb/t27d0v0/f8lampcdwGgAqAxgLMfjOzuXzqvNhapcS1eCkr41G7TPVptF1DbQ6mUjIyMGl+jhC+kU08jyWjzPdK3caJZ53woIC6rWuc6OzvTzp07azyGryUmJoYmTZpEsrKypK2tzfq0XUFBAV2+fJksLCzKGbn6+vpiNzaLeAJ6FpZGWxyCqPuHGPcmq++Q7ritpNJ+CHHraJCJiYlEbmrmz59fwcBu1KgRrVmzhl6/fs2abnFxMXXp0oUAUI8ePSgqKop+++03ql+/PgGgQYMG0c2bN1nxJD158oS4XC69efOG2cbj8cjOzo7xpLVu3ZoOHz4s1goLPB7vs3G2L1++pAkTJpCMjAzVr19fokYGUWnIzoIFC0hJSYnU1dVp7dq1lJCQUKNrhibn0syz3qRv40Tdt7vRjVfxVd7MSyr5sSqSkpJo/fr1TFz6woULKTw8XKL6v/32G2lqapKioiLNmzePQkJCJKafmJjIPH8FBQWaM2cO66FaH1PbcdllIRtqamqkpKREc+fOZcKpJEFISAgtXryYlJWVqU6dOjR//nyJ6ldFjYzrH2n5rxjXkoqBcnqdRPo2TuQZUdFTERMTI9HM7sqwsrKipKSkbz7/0bsU6rfbnfRtnGjqmZcUlJhd7XNdXV0lnlTI4/Ho0KFDpKWlxRh7AwYMYH267s2bN9SoUaMKhqaZmRk5OztTTk4OK7oikYheRaVRxxm21HDOyVJDe60D1Zu0g7R7/ELDxkykU6dOsWZklZSUkJmZGfN8vb29af369dSkSRMCQEZGRrRjxw5KTEwUu3Z0dDRpamrS/PnzmW08Ho9u3bpFFhYWjDd73bp1Yjeydu3aVeVNk7+/P82aNYsUFRVJVVWVlixZIlEjq8zIKKtwMXv2bIkaGWlpabR161bS1dUlWVlZmjJlSo1vtLwi0snq8DOm8tDj0Krfz5UlP0oy+S43N5cOHDhA+vr6TPLjixcvJKZfFpf8cVy8h4eHxPWbN29OAGjYsGH0+PFjieofPnyYicseOnQoubm5SUw/NzeXDh48yOhbWFjQvXv3JKafnZ1N+/fvZ17/QYMGkZOTk8Rsok/5JuMagCMAh6qWqs6rzUVSxrWLiwu9fv2a+Hw+OTg40J07d4jP51NgYCA5Ozuzri8QCGjs2LF08uRJunXrFnl6erKis+yqH3WwdSW+oGJCR3BwMGloaNCmTZsoKCiIFf3PERMTQxwOhzp16vTVU+WpucU057xPaZzvbnd69O7rpvnc3NyY6gpqamoS86Bs3ry5goELQOyVBSojNjaWDA0Ny+lqaGgQANZ/XAoKCqhHz54kp6NP6r0mUXdbx9I47bUOVG/sFvrjnBMV89kJ10hNTSV9fX1q3Lgxs00oFNKTJ09ozpw5pKGhIZYayZXh6OhIx48fr3Tfx97sc+fOsaL/OdLT02nnzp2kr69Px44dk7h+Xl4eHTlyhFq2bEl79uyRuH5RURGdPn2a2rZtS1u3bq3x9YRCETkEJFLvnQ9J38aJfj39gt4kVH2zXxYXa2JiQuvXr6+x/tfC5/Pp6tWr1LFjR1q2bFmt6NvZ2VGXLl2Y+t2SRCAQ0M2bN6lHjx40efLkWtG/ffs2mZmZ0ahRo2pF397envr160dDhgypNf0BAwaQmZmZxPXL+Fbjuu/nlqrOq81FUsb15cuXCQDjvVFRUSElJSUCUKGWKFts2rSJMXI0NTVJX1+fRo4cKTYvJk8gJOPN92jl9YBK9yclJTH6rVu3JhsbG4nG4tna2jL669evr/adq9PrJOpg60oGG5zpmHvEVzd4iY6OLuc5VlRUlOjznjdvXjkDd/jw4VRUJJlky4yMDOrduzej7eXlRampqRIJ0cjMzCQjIyMCQKmpqRSekks7XN5Rl22lpf7a27rSpjtvKDA+W+xejICAALKysqp0X3FxMaszB196bXk8HpWU1F5jJ4FAUKv6QqGwVvIe2NIv5gvozLMo6mDrSk3XOdGKa/4Un1l1fXORSFSrz18kEkns++d71Cei/7y+pBI9v0f9zxnXVbY//xGRVPtzIkK/fv3w5MmTctt79eqFZ8+eSaSdaXR0NJo3b86sN23aFC9evEC9evXEcn2viHRMOv0Sx3/thCFG9SvsLy4uZtrmNmnSBEeOHIGVlZVYtL+ESCRCmzZtwOfz0axZMzRr1gwLFixA586VdyEFgCKeEBvuvMG/fokwaayOvWPbw6Ce6jfpFxQU4NGjR7h79y6cnJwwd+5cbNq06Vufzlcxbdo0uLq6Yvz48Th8+DDat28Pf39/iWgDYFrn3r59Gx4eHujVq5fEtJOSkmBubo6QkBBwuVwApe3bPSLScdM3Aa7ByeAJRGhdTxW/dGqM0R0bQVtFPK2l09LSULduXbFcS4qUL5FTxMfxJ5H4xyMaBGC+WXMs7NcSinIytT00KVKkfOBz7c+/aFxzOJxolHqqykFEzSs5vFaRlHENAEFBQejQoQOEQiEAgMvlws/PD+3bt5eIPgAMGDAAjx49goaGBry8vNC2bVuxXdvWMRhXXsbBf9Mg1JGXrfQYVVVVzJ8/H5s3b4aKiorYtL+ESCSCSCSCrGzl4/qU+MxCzLvoi3fJuVja3wBL+reErAxXLGMhIsTGxqJp06Ziud6XMDQ0RMuWLeHg4ABvb28sWbIEnp6e1X4txIFQKMTSpUsxYcIE9OnTR2K6QKmB3bBhw0r35RTy4RiYhJu+CQiIz4a8DBfDTBpgag99dNDTkMhNrxQp4iQpuwg774XAPiAJelpK2GLVDgPaiseBIkWKlJpRU+Na+6NVRQBjAWgRkWRcdV+BJI1rAFi1ahX27dsHAFiyZAkOHTokMW0AuHLlCqZPn4779+/D3NxcrNcecuApdFQUcGl2tyqPCQ8Ph4GBgVh1xc3LqAzMu+QLkYhwcIIp+rXRre0hfTN5eXlQV1fHli1bGE85n88HAMjJyUl0LERUbvbieyM8JQ+XXsTill8i8ksEMG6kjhm9mmK4SUPIy4rnxkqKFEnhFZmOTfbBiEjNx8C29bDZyhB6WnVqe1hSpFSAiCAQCKrcz+FwJOoMYpMaGdefuWCnGo9MzEjauM7NzUXr1q0hEokQGhoKDQ0NiWkDpVP0d+/exS+//CLW62YW8NDxjwdYY9Eai/q1FOu1JcmDtylYdMUPTbTq4PTUzmiqo1zbQ6oR/v7+6NOnD27cuIGhQ4fW9nB+CPJLBLjtn4jzXjGISM1HfTVFzOjVFBO7NYGaomRvSKRIqQk8gQhnPaNx8GE4hCLC4n4tMbdvcyjISkNFpHw/8Hg8tG3bFlFRURX21alTBw8fPkT37t1rYWTip6ae644frXIBdAawgIgkF/9QTSRtXAOl3mM+n49p06ZJVJdN7gW9x/xLfri1oAc66WvV9nC+idv+CVh9IxBGjdRxbnoXaCrL1/aQxIJQKAQR/TR3/pKCiPA4LA2nnkbBKzIDKgqy+LW7Pmb3aQYdMcVlS5EiCd7nFOEPp7dwfpOMZjrKsLVuB7NW0nwAKRWJj4+HpaUluFwuZGVlyy116tTB8ePHoa+vL3bdK1euYPLkyeW2ycjIwNHR8adyDNXUuHb/aFUAIAbAHiIKFdsIxURtGNdlmaFlCVY/A1scgnHdJx6BWwZDTkyxyZLE5c17LLrih+7NtXFyameoKEgNUSn/JygxByeeRsEpMAkKslxM6qqPeX2bo56aYm0PTYqUavM0LA2bHYIRnV6AoUb1sdmqHeqrS9/D3yt2dnZwdHSEoqIiFBUVoaSkxDzW0tLCnDlzICMj/lmIiRMn4tq1a+W2cblcXLt2DWPHjhW7HlCaF2VqaorAwEBm29ixY3H16lVWnmNtIfawkO+V2jCuf0asDntAVVEWV+b8eFM3XhHpmH7WB8aN1XFpVjcoyf88H+RRo0bB0tISc+bMqe2h/BREpuXjqHsE7AOSIMPlYFoPfSwwbwmtn2SWQ8rPT4lAiNPPonH4UTjkZbiwHdEOIzs0kibvfoaSkhIcPHgQysrKUFFRgaqqarm/DRo0gI6Ojth1Y2NjYWBgwOTJlKGgoABHR0cMGjRI7JoAEBoaCkNDQ4hEImbb7t27sXr1alb0ynB2dsawYcMAAA0aNEBqaio6dOiAY8eOoWvXrqxqS4rPGddfdEtyOBxtDodziMPh+HE4HF8Oh3PwkyRHKT8RfKEIocl5MG6kXttD+Woi0/Ix96Ivmuko459pXX4qwzozMxN37txBRkZGbQ/lp6FFXRXsG9cB7qvMYWXSEGc8omG2yx0H3cJRUFJ1Qo4UKd8LCrIyWNSvJe4tM0OreqpYcf015l30RVpeSW0PrVq8fPkSz549Q1BQEBISElBQUAC2HX4KCgrw9PTE4sWLMX36dIwZMwYWFhbo2bMnhg0bhpycHFZ09fX1MX369HLb5OTkcOvWLdYMawBo3bo1pkyZwqxzOBz89ddfOHPmTDmDW9wMHToUZmZmAIBdu3bBz88PSkpK6N69O+bMmYP09HTWtL8HqjPnfw1AGoAxAH758Pg6m4OSUnuEp+SDJxTBsKFabQ/lqygoEWD+RV/Iy3JxdkYXqNf58ZLVSgRCJOcUIzgpB8/C0+DwurSs3HWfOOy85AwASFdsjGvecbAPSITb2xR4RaTjdXw23ucUQSBk74vyZ6aJdh3sHdcersvN0KulNva7hcF8z2PceBUPkejnmdmT8vPSVEcZ1+f1wAbLtngclobB+5/gbuD7ap+fmZmJnJwc1g3bT3n+/DnMzMxgbGwMPT09qKioQEFBAbq6urC1tWVNd/369RW26enpwd3dHS1atGBV99OwCD8/P/B4PNY0AWDTpk1Mno6bmxsmTZqEOXPmoG/fvnj79i0rmhwOBzt27ICysjJGjhwJExMTPH36FBcuXICjoyNatWqF48ePM+WMfzaqE3MdRERGn2x7Q0TGrI7sG5CGhdQcu1fxWHszEA9X9UWLupKrXV1TVl4PwJ2ARFyc1Q29Wop/Sk+cpOeXICAuG+Gp+YhKy0dUegGi0wuQWVD1F2zOcztkP70AvWXXwFWs/P/C5QA6Kgqor66IemqKaKajDANdFbSqp4qWuipQlsaeVwu/uCz84fQW/nHZMGqkhs1W7dCl6Y+Z2Cvlv0dEah5W2b3G64QcDDdpgD9GGH0xofvWrVv45ZdfIC8vDx0dHdStW5dZDAwMsHHjRlbKfebl5UFPT6+Ct3jGjBk4deoUq/G55ubm5RrBzZw5E8eOHYOCArsJzjNnzsTZs2fRuHFjLFmyBJs3b0bLli1x+vRpdOtWdenbmjJv3jx4eXkhMDAQHA4HPj4+mDdvHoKCgrBmzRps3LiRldKq169fx/jx48tty8nJwZYtW3D48OEfOlSkpgmN+wB4A7D7sOkXAF2JiN2AnW9AalzXnK2Ob3HVOw7Bthbgcn+MuL0Hb1Mw58IrLBtggBWDWtX2cCqQkluMRyGp8InOhG9cFmIzCpl9dVUV0ExHGS3qKqOhuhK0VOShrSwPLWUFaNaRg4KsDGRkOJgzZTzCQt7BJyAYRXwhCnlCFPIEKOQJkV8sQEpeMVJyS5CSU4zk3GIk5xQjOqMAPMH/vdmNNJRg2FANpk000LGJJkwaq1fZIOi/DhHB4XUSdriE4H1OMcZ1boz1Q9v+NFVnpHyf3Lx5E2vWrEGDBg2YpWHDhszjfv36Vcv4EwhFOP4kEgcfhkNdSR5/jTbGIMOqm88IBAK0aNECcXFx5bbXrVsXrq6uMDU1rfFzq4p169Zh586dzLqxsTH8/PxYr4jk6uqKIUOGACgNYXjy5AmaNWuGc+fOfbbbb02JiIhA69at8fvvv2PLli2IiIjAnDlz8OTJEyxbtgzbtm2DsrL4y8bGx8fD3t4eixcvZrYJBAIcOXIEGzduRL169XDs2DFYWFiIXbsq3rx5g0WLFsHDwwOzZs3CX3/9xUq8O1vU1LjOA6AMoOxXmgug4MNjIqLvJn5AalzXnFnnfJCYXYR7y81qeyjVIreYj0H7nkCzjjwcFvf+bhqExGcWwjEwCfeDUxAQnw0A0FGRR8cmmujcVBMdm2iiVX3VatdaXrx4MRQUFLB3795qj0EgFCEusxBhKfmISM1DaEo+ghJzEJ1e+vGV4XLQQU8DvVrqoI+BDjroafyQ1WHYpJAnwKGHETj9LApqSnLYYNkWoztKE8Z+ds6ePQtnZ2fo6elVWOrVq8eaR7W4uBh6enqVxqPu27cPK1as+KrrvU3Kxaobr/HufS7GdW4MW2ujKnNRdu3aBRsbG2ZdW1sbnp6eaN269dc9ia8kMTERzZo1A5/Ph46ODrKzs9G9e3ecP38ezZuz1wiaiNCpUyeEhIQgMTERmZmZmDFjBry8vGBjY4NNmzax5sWeMWMGtmzZwpTBIyKcOXMGq1evhqamJk6cOIHBgweLXVckElVa2Sw+Ph5Lly7FnTt3MH78eOzfvx8NGjQQu35lEBEuX76M1atXg8fjYfv27axVThE3nzOumVJyP8PSqVMnklIz+u9xp3kXXtX2MKrNdue31HSdEwXEZdX2UIgvEJJr0HuaeuYlNV3nRPo2TmR9+BkdfhhGIe9zSSQS1fYQiYgoM7+EHr5Lpp0u78j6iAc1+zBWo833aOlVP7obmET5xfzaHuZ3xbv3OTTqqAfp2zjRzLPelJJbVNtD+k+wZ88e2rt3L926dYt8fX0pIyNDIp+jkJAQAlDpsmDBAhIKhaxp29jYlNOTlZWlS5cuffP1SvhC2nXvHenbONGQA08pOi2/0uMyMjJISUmpnPa8efOooKDgm7Wry7Rp0wgA/f333+Tn50eGhoakoqJCp0+fZvX/bWdnRzNnzmTWhUIhHTx4kJSUlMjIyIhevWLntzA3N7fS7YmJiTRq1CgCQNOmTaOMjAxW9KvC3t6e9PT0SE1NjY4dO8bq+/xTsrOzafny5SQjI0OdOnWiFy9eSEz7WwHwiqqwR6tltAKwBrDnwzK8OufUxiI1rmuGQCgig9+cabvz29oeSrV4n11ErTY404pr/rU6DoFQRDdexVPvnQ9J38aJuv3pRvsfhFJiVqF4ri8QiOU6VZFdwCOXN0m02i6AOti6kr6NE7Xa4EyLLvvSo5AU4gsk9wX7PSMUiuj0syhqtcGZ2tu6ktPrpNoekkSIj4+na9eukbe3t8SM2zJsbW0rGLdqampkYmJC169fZ1XbzMysgva2bdtYf/5RUVHE4XAYTVVVVbp161aNr/soJIXa27qS0aZ7dC/ofaXHzJs3jwDQr7/+SteuXSN1dXVq06YN+fv711j/cwQGBpKmpibl55ca/kVFRbRy5UricDhkZWVFycnJrOgKBAKKjIyssD08PJx69+5NMjIytGHDBiouLmZFvypu3rxJ9erVI11dXbp+/bpEP3N5eXm0atUqkpGRoW7dulFAQIDEtIlK3wt9+vQhADR79mxKS0uTqP7XUCPjGsAOAA8BzPywPADw15fOq41FalzXjKTsQtK3caJLL2JqeyjVYtOdN9Tyt7sUl8G+Z6UqHoWkUP897qRv40SWB5+Sy5v3YjdGN23aRPr6+sTj8cR63crgC4T0PDKdfr/zhjG0O297QLvuvaOkbPHcLPzohKfkkfWRUi/2uluBVMRj9+anjICAAEpOTpb4DEh+fj6pqqoyxp66ujp17NiRfvnlF7KxsaHU1FTWtGNiYsoZmmXL1q1bWX8dLl26VE6zXbt2lJmZyapmGZaWlgSA+vXrR7NmzSIAtHjxYioqqtmMSVxGAVkdfkb6Nk603flthe+q4OBgAsAY0zExMdS7d2+Sl5enffv2serJvHfvXoVtjx49Ij09Papbty7dvn2bNe3KEAqFdODAAcaL7evrK1H9zMxMmjlzJgEga2trSkhIkKi+v78/de3alWRkZGjVqlWUl5cnMW2RSESXLl2i+vXrk6amJv3999+sO5m+hZoa14EAuB+tywAI/NJ5tbFIjeua8To+i/RtnOhBMDteAnGSW8Qjw99daMV1/1rRzyoooRXX/Unfxon67Xanu4FJJBSy82M/dOhQMjIyYuXan6OEL6R7Qe9p1jkfarrOiZqvv0sLL/t+FyE4tUVBQQGJRCLiC4S0w6V0qt1i/xOKTGX/h2fGjBkEgJSVlcnY2JhGjBhBK1asoCNHjrA+hVr2I//xIi8vX6NwheoyaNCgcrqrV69mXZOo1HuqqalJAKhHjx5UNVbyGAAAuGZJREFUr149atasmUSMLCcnJwJAjx49IqJSQ19FRYVMTU0pLCysRtcu5gvot38DSd/GicYd96oQ4rRz585y63w+n7Zu3UoyMjI0ePBgev++cq83W2RnZ9PUqVMJAM2YMYNycnIkqh8WFsZ4sTdu3EglJSUS1Xdzc6PmzZuTmpoaHT9+XKKhGgKBgI4ePUpqamqkp6dH9vb2EtMm+v5DRcRhXGt9tK5VXeMawD8AUgEEVbGfA+AQgIgPOh0/2jcNQPiHZVp19KTGdc149C6F9G2cyC9WMt6ZmnDOM5r0bZzodXyWxLUD47Op259u1Hz9XdrjGkLFfPbuqEUiEdWtW5emT5/OmkZ1iMsooD/vviXjzfdI38aJpv/zkvz/g0b2iRMnSFFRkVq1akUDBw4k6/nrqZXNbWq13oGuugewqv348eNKY4ANDQ0pKiqKVe2nT5+W01RUVCRPT09WNcu4cuUKo6uvr08yMjK0f/9+iXjwly1bRgAoICCAkpKSqG/fvqSgoEAnTpxgVV8gENCECRPKaYSGhlKHDh1IRUWFrly5UmONf/3iqfVGZ+q87QG9iExntlf1vLy8vKhp06ZUt25dcnJyqrH+13Lz5k3S1tampk2b0pMnTySqLRAIaP/+/aSkpETGxsYS92IXFBTQ6tWricvlkpmZGYWGhkpUPykpicaPH08AaOTIkRQXFydR/e81VKSmxvVEALEAzgE4DyAawPgvnffhXDMAHT9jXFsCcPlgZHcH8JL+b8BHffir+eGx5pf0pMZ1zbDziSN9G6daDbOoLqOPedKQA08lruscmEStNzpTz78eUmB8Nut6MTExBICOHj3KulZ1yCvm01H3cCZkZN6FVxJ/v7i6ulLLli2pa9euNGTIEJo4cSJdvXpVItq5ubmkrKxcztCUUa1LrZeeo+brnOicZzRr2kKhkJo1a1ZO28LCgrKz2X8fikQiat68OQEgLpdLHA6HJk6cKJFkt8LCQtLQ0CAdHR3KycmhP/74g9Evi9Fli6CgILK2tmbW+Xw+rVu3jgDQlClTWNWvLM63qKiIFi1axBgZNX39Q97nUr/d7tRi/V267fflsIPs7GyaNGkSE6ZSWCjZULH379+TpaUlcTgcWr16tcRjocPCwqhXr14kKytLmzZtkrgX28fHh0xMTEhBQYG2b98ukVDBj7l37x41b96cVFRUaP/+/cTnSy7x/XsMFamRcV16PhqgNKnRCkD96pzz0blNP2NcnwAw8aP10A9aEwGcqOq4qhapcV0zjj+OIH0bp+++UkRKThE1XedEB91qNj36tdwLek/N1jnRyKMelJpb+qUubu+VQCiipOxCCozPppdRGWR76AwBoFM3Xck3NpNC3udSdiGP0U1MTJR4LB4RkYubO7UevZz0V92ipmvsafe9dxKLPRYIBIyhB4AGDRokESOvjE9DJGbMmEHZ+UU065wPE8vKlldz8+bN5bQ7d+4sMS9SWXLhzJkzycXFhTQ0NKh9+/ase82JiBYuXEi7du1i1l1cXEhTU5OMjIxqHCbxJZKSKiauOjo6koaGBrVr147evXvHqn5l3Lx5k9TV1cnIyIiCg4NrdK2cIh6NP+FF+jZOdOppxeS+yrh48SKpqqqSkZERvXnzpkb6X4tIJKITJ04w4VGvX7+WqL5AIKB9+/aRoqIimZiYkJ+fn0T1eTwe/fnnnyQvL08dOnRgraJJVRQWFtJvv/1GcnJyZGpqSt7e3hLVz8nJoRUrVnwXoSLiMK5HA9gHYC+AUdU556NzP2dcOwHo/dH6QwCdAawGsPGj7b8DWP0lLUkZ11lZWRQbG0sikYjevXtHwcHBJBKJKC4urloJLy9fvqS3b/9fkeNb7j6joqLo/fv3FBcXRxEREVRYWEiJiYlffZ2P2Xc/lPRtnKodO/z06VMKCQmh+Ph4ys/Pl1ii1c1X8aRv40QBsel09uxZVhOqyngZlUEGG5xp5FGPcjcfu3bt+uZySTyBkLwi0unIo3Cac96Heu98SC3W3yV9GydmqT/tAKl2HE5NVt0ut73dpnvUdbMD1R1hQ9tuviDP8DQqKJHcTZFQKKRu3bqRvEY9mnCwNFRk0L7H9CaBfS8qEdGhQ4cIAMnJydG///4rEc0yvLy8GONWTk6O9u/fT0SlN0YbbpfGsv72byArMfiRkZGM99je3p7atGlDtra2YtepjOjoaJKXl6fo6GgiIoqIiCBjY2OysbFhXfvt27cVvMRRUVHUoUMHWrJkCev6lREVFUWdOnWi2bNn15p+165d6ddff63xtYr5Alp4yZf0bZxom1Nwtd67kZGR1K1bNxozZkyN9b+F8PBw6tGjB1laWtaKfmhoKPXs2ZP69etXK/rv3r2j3r17U/fu3WulzGtwcDD17t2b2rdvXyv6ZaEibdu2lWgc+sd8zriuThOZYwBaArj6YdN4AJFEtOizJ/7//KYAnOiTFuof9jkB2EFEHh/WHwKwAWAOQJGItn3Y/juAIiLaU8k15gKYCwBNmjTpFBsbW51h1QgejwdjY2NkZmZCTk4ORAShUAg1NTUEBQVBUVHxs+ebmJigRYsWuH37NgDA0NAQ7du3x9WrpS/xL7/8go4dO+K3334DAGzfvh1GRkawtrYGADx48ABEhOHDh0NBQQEcDgeFhYVwd3dHnz59vvl57XAJwT8e0Qj7c2i1jj916hTmzp0LOTk5zJ49G8eOHftm7a9h4503uOOfhNebB6Ntm9bQ1NTEvXv3oKmpyYpeThEfQw88hYKcDG4v7AmNOqVd+kQiETZt2gRLS0v07NmzWtciIryMzoSdTzwehqQip4gPAGiuo4x2jdShp6mERppKqKuiAGUFWSjKyUCWy0ExX4givhB5xQIk5xQjMbsI8VmF8A5NRJ6otBGNvAwX3ZproV9rXQxuVw+NNeuw8nqU4efnh2PHjuH06dNwD02Fzc1AZBbwsG5oG8zq3YzVRiv5+fnQ09PD0aNHMWHChEobI7AFEcHIyAhhYWHw9/eHoaEho09E2HkvFMefRGJ8Zz3sGGMs9tehb9++aNGiBf755x/k5eWhTp06Emu48Gkr44KCAsjLy7PSGrs6FBUVgcPhfPE7ly1KSkogFApRpw67n7Wq4PF4KCkpgaqqao2vJRQRtjoG4/zzWIzs0BC7fmn/xaZcfD4fhYWFUFdXr7H+tyAQCJCXl8fad/+XEAqFyM7Ohra2dq3oi0QiZGRkoG7durWmn5aWhnr1qu7+ySZEhOTkZIk1vPmUGjWRARCCD50cP6xzAbz70nkfHd8UP2FYiKura4XEouomefj4+JSrHXn48GG6ceMGsz5hwoRyGdsNGjQo551RUVGhFStW0OrVqxltY2NjIiqdMuvYsSOdPHmSiEqnsJYsWUIPHz4kotKYwZs3bzJTuUKhkFJTU4nH49EWhyAy2lSxHFJVFBcXU6NGjcjExKTGJaK+BuvDz2jCiedERHTu3LkqC/KLi3W3XlPz9XdrXCXjUUgKWR58Svo2TmS8+R6tuO5PLm/eU1ZB5XF7QqGQXr9+/cW4toz8EnIPSaFtTsFMWcCm65zo19MvyJnFKiZEVM5rn1VQQnMvlIZGrLILYDXRk4joyJEjEo85LGPfvn3lmk98yh7XkNIQkbvirxl/8eJFxnssRYo4EYlEdORROOnblH5/fO8hglKk1CaoYUKjEwD9j9b1ATh+6byPjv+ccT0M5RMavT9s10Jp4qTmhyUaH1UsqWqRdMz1mDFjGOP246QXNvh42sPHx4ciIyMpOzub6tatS8rKyuTo6EhERCUlJWRtbc1kk2dnZ5O6ujodOHCAiIhSU1MJAB0+fJiISuMJ8aEz1m//BlK71VeoTZs2TMmd9+/f07x585js6MzMTLp8+TIT53v06FF6/PixRBM7TLfep3W3AiWiFZdRQM3X36XN9kHffI3sAh7Nu/CK9G2cyHy3O115GVut+OTQ0FACQKdPn/4qvZj0fNr/IJR6/lXa1Kb/HneyD0iUyNSdUCiivR/CiyaefE6FJd9fbVJxkJaWRhEREVXuF4lE9PudN18Vx1pdvpdOn1J+Xq77xFHz9XfJ6vAzyi6snRtYKVK+dz5nXFdnLlUVwDsOh/OYw+G4A3gLQI3D4ThwOByHz53I4XCuAngOoDWHw0ngcDizOBzOfA6HM//DIc4orQQSAeAUgIUAQESZAP4A4PNh2fph23fFvn37UKdOHSgqKuLAgQOsan087d25c2c0b94c6urq2L59O44fP47hw4cDAOTl5WFvb4+JEycCANTV1ZGdnY1ly5YBADQ0NBAYGIhx48YBAJSVlXH48GH07t0bslwORCKCsbExM82WkZGB27dv4/379wCA8PBwTJ48GQEBAQCA9u3bw9zcHI8fPwYAeHl5oUWLFvDx8QEAvH79GjNmzEBUVBQAICYmBmfPnkVmZum/MycnB1FRUeDz+dV6HYr5QmQW8NBIQzLTwJdexoIDYK5Z8286Pz6zEKOOeeJhSArWDmkN1+VmmNi1CRTlKp/GzyzgwSM8Hf/6JWD3JWcAQLJ8QzgFJiEwIRuFPMEXNfW1lbF8YCs8XdsPhyeaQk6Gi6VX/THp1EvEpBd80/OoLlwuBysHtcLese3xPCoDcy++QjFfyKpmbaCjo4MWLVpUuZ/D4WCLVTsMaVcf253fwSsiXWzabIbbSJECAOM66+HEr53w7n0u5pz/OT/DUqSwiWw1jtn0rRcnoolf2E8AKo3dJqJ/UFon+7ulSZMm2LhxI/h8Ppo1a1YrY5g5c+ZX/djKycnB2NiYWVdTU8PixYsBAHdi3gLKWrCzs2P2t2vXDikpKcy6iYkJQkJC0LBhQwBA8+bNceLECRgZlYbUq6iooEePHoxxnpKSgocPH2L16tUAgBcvXmDmzJl4+/YttLS04ODggKlTpyI8PBwtW7bE5cuXYWNjA29vbzRs2BD37t3DxYsXcezYMairq8PrpQ/yAlygOKQlACA5ORnZ2dlo1aoVK3G3j0PS0K25FhpqKH31uQUlAsw+/wrp+SW4PLs7ujbTqvS4+MxC3HgVD8fA94j+yPjNfPgYHFkFnHzDByfYHwAgy+XAqJE6BhnWw0jTRmj0mXHJcDmwat8QlsYNcNU7DrvuhcDqiAf2jeuAQYbsxsiN6dQYIiKsvRWI326/wd6x7f9zRiGXy8Gece0x6mg+Fl/1h/PSPqivXjuxwVKkfC0DDeth//gOWHLVH4uv+OP4rx0hKyO53AYpUn5kvvhJIaInn1skMcjvmZUrV2Lt2rW1ps/lcsVmtMjLcsETiD57jKKiIlq3bs0k0DRo0ABz585ljG0TExNcunQJLVuWGr+DBw9GXFwc2rVrBwAYMWIEoqKiGK9fr169cO7cOSYhoXHjxrCwsICamhoAIDU1FS9fvmQSttzu30em61GUfcefOHECbdu2hUhUOu6tW7eifv36ZWFHOHPmDOPFBwA3NzecOHGCWY+MjERQUBCzXnYeAOSXCBCakocezb8tWeWIewTCUvNwdHLHSg1rkYiw/0EYBux9giPuEWisqYR1Q9vgyuxucFnWB61lUmFq2gE+GwfDZVkfHP+1I+aaNQeHA+x2DUWfnY+w5sZrJOcUf3YcMlwOfu2uj7tL+0Bfuw7mXXyFu4Hvv+k5fQ1jO+th2QAD/OuXiOs+8azrfY+oKMji+JROKOQJ8NvtN+XeX1KkfO8MN2mIrdbt4PYuBev/lb5/pUipLtLb0BqioKBQa5nq4kZRTgYCEYEv/LyBXROUlJTQrFkzyMuXVtxo3rw5pk2bBmVlZQCllRDOnDkDFRUVAMDUqVMRERHBrC9ZthyNFp4HZErPHzduHK5fvw5Z2dJJGFNTU0ycOJG54cjMzER8/P8Nu+vXr2Pr1q3M+h9//IFhw4Yx61OnTkWHDh0AABn5Jcj2uAzHv/9g9l+5cgXnzp1j1v39/csZ5wJBadiGUES45h2HIe3qo49B5Zncto7BOPgwHEON68PDpj+OTe6IQp4QG+2DMPTAY/j6+SFcpAuz3e7Y4hCMzAI+lg9shdsLe+HZ2n6Y2asZ7AOSMPTgU7yMyvjia6+nVQd283qgk74mll3zR2BC9hfPqSlL+hugV0ttbLv7Dhn5JazrfY+0qKuCNRZt8CgkFXcCEmt7OFKkfBVTejTFsgEGuOGbgB33Qmp7OFJ+ct6/fw87OzsUFRXV9lBqxBdL8f1IdO7cmV69elXbw/hhufg8Br/bB8P7twHQVfs+bxhEIkLLDc5Y1K8lVg1u/dXn8/l8FBQUQENDAwAQGBiI1NRUDBw4EECp8ZyUlITVq1cjKi0fpsOnoYMOB0/u3gQADBw4EMXFxfDw8AAAmJmZQUZGBu7u7gCAnj17QkNDAycu3USfXe5oGnwevdu3wrZt2wAA+/fvR6NGjdBtwDD03f0Y5qqpWDuqG5q2bAWrwx6ISMpAnzYN0bGJBpLfekNVqy5EWvrwjEhHWEo+2jZQw4WZXVFXVQEAEJmWj7kXXiEltwR3l/aGvrbyF1+DnCI+Bu9/As068nBe2gdcLrvhGhGp+bA48BRTuutji3U7VrW+V4QiwuhjnkjNK4H7avMqY+6lSPkeISJssg/GxRex+M2yDeaaVZ1vIOXnICEhAW/fvsXAgQMlWuo0JycHGhoaUFVVxejRozFp0iT079+fcaB9T3yuFN9nXzEOhyPD4XAuszMsKd8bWsqlBltmIa+WR1I1XC4H9dQUkZD1bXe1cnJyjGENlIaxlBnWADBp0iQmPryBuhI0+83EmJV/MfsfPHiABw8eMOsHDx7E7t27mfUZM2Zg4sSJkPsQt0LglAvbOXnyJJycnBCZlg8AcDmyEXv27IFnRAYi0wqQc24BlF+dw0qLtti1Yhoent0FtYj7cF1uhuO/dsLLawexaOcZ5nqBHg+wxVwbApEIfz+OQHp6OuM9rwp1JTmsG9oGIcl58Ir8sse7prTUVcEo00a47hOPIt5/MzFKhsuBzdA2eJ9TjEsv2K/FL0WKOOFwONhi3Q7DTBpgu3MInoWn1faQ/jP4+/sjIiJC4ro8Hg8WFhZo06YN9u/fj6ysLInoqquro169esjLy8P58+dhYWGBxo0bY/ny5fD29v5hQpM+a1wTkRCAPofDkZfQeKTUIlrKpf/mzPzv17gGgDb1VfHufS7rOkryMmhTXxWeH1V64HA4UFL6fxKhqakpOnf+/43rnDlzMGXKFNRTU0BjTSXoDltWLgzl3bt3OHv2LNo31oC8LBems7ZjycrVMGyohjryMlDrPhZ8vS7YfPQyLt+5B21tbaioqIDD4aBPS23kvb6PsDcBAEq98KNHj8YTF3t0aaqFN7HpqFu3LvbsKe21lJubC0NDQ1y5coVZX7BgATw9PTHUqAG4ghL8feYcyhov8fl8JCYmgscT//9/lGkjFPGFeBKWKvZr/yj0bKGDHs21ccYjGkLRj/EDIUVKGTJcDvaObY+WuipYZfcamQXf9++EuHFzc6t2VStxEhAQgNatW2PKlCkICZFcWE5ZY5jw8HCsXLkSjRo1wuzZs+Hv78+6dqtWrcqtp6Sk4M6dOwgNDf05jOsPRAHw5HA4v3M4nJVlC9sDkyJ5yioZJGZ/37FOxo01EJaSh5xC9r/oBrerD5+YzHJVPKoDh8PBvL4t4BOThRNPo8rtk5GRgbaKAraPMkaYUAcLHd/D5c177B/fAX1HT8XTwobY8actNm/ejFu3bmHs5Gn41y8BI495odHSq9i74w/mOq9fv8bYSVMQlJiDJtrKOHToEAYNGgSgtHtYu3btmMotOTk5+PfffxETEwNFORnIlWThys41TIhLaGgoGjdujDt37gAAgoOD0aJFCzx69AgAEBERgZkzZyI4OBhAaWzcuXPnmGoy+fn5iI6OrtQ479ZMC/IyXPjHZ3/V6/iz8Wt3fbzPKYaHGEvzSZEiKRTlZHBwQgdkF/JhcytQ4oZOTEwMYmJiJKpZxqZNm9C+fXu4urpKVFdJSQkikQiXLl2CoaEhJkyYUC7Phy2UlZXLdf4sKirCmTNn0KVLFxw9epRV7daty4d8rlmzBqGhoZgyZYpEQ1RqQnVGGYnSRjJclNa8Lluk/GQ01lSCDJeD2IzC2h7KZ+nbSgciAp5IYGpySnd9KMjKYI9r6FefO7lrEww3aYAdLiH4y/ldhUosv3RqDLt5PdBYUwnb7r7DvIu+CE7KRXMtBfBTY1Cs2RRmu9xh+scDrLR7DSERzk7vggFtSz0KXC4XTVu1xdZH75FbLMC8/m2wZMkSdOrUCQCgqamJGzduYOjQ0nb2enp6SElJweTJk5GWV4JiRW1sOu8KS0tLAED9+vVx4sQJdOnSBUBpsm6PHj2Y1r7p6el48OABcnJyAFSsYe7u7o7mzZsjMDAQAODk5ITGjRsjJCQEsjJcKGaG4ty2VUzN9Ldv3+LEiRPIy8tjrh8SEvLFsJYfmYGGulBXkoPj66TaHooUKd9Eu4bqGN9WEQ/epuCahKsAeXt7w8TEBGfOnJG4YV9UVIR3795hyJAhsLKyQlhYmER0P54pJSJcv34dxsbGGDNmDOtjqF+/PvOYy+Vi4cKFCAsLw6JFlVZQFhtlnms1NTW0atUKbm5uP9zvQnVK8dkSkS2AvQD2frQu5SdDToaLxppKiMlgt9FITemgpwkdFXk4BLBvoNRVVcAC8xa4++Y9bvomfNW5XC4H+8Z1wK/dm+DE0yhYHHgKh9dJ5aqxdG6qhRvze+Lhqr7YNNwQFu3qQSYnASTko0krE3TQ08CKga1gN68H3Fb0Rb82ugBKm+nceBWPQfue4GVUJnaNKT22ulx6EQuOjBx+tfh/TXIdHR3MnTuXqdnesmVLXLp0Ce3btwcAdO/eHfHx8ejZsycAwNzcHFFRUTA1NQVQ2lDo7NmzTJlFXV1dDB48mLm+qDAXyZH/L+f1+PFjzJ8/H4WFpTdzly9fRtu2bRnj/dChQ9DV1UV+fml8+vXr1zF27FhmavbZs2c4fPgwc73Y2FjGsP9eUZCVQffmWnhRjeouUqR8Dj8/v1rRzcrKwl/TB0NPrgBbHd8y+SOSID4+Hnl5eZg9ezasra2RnJwsMe2Pq1c4OTnByMgIa9asYb6v2OJj4xooNXKHDx+O6dOno3nzb2tuVl3KSuTq6upCJBLBzMyMdU2g1HPN4XBw9epV3L17FzExMZg+fTpTcveHoKrWjf9j77zDori6MP7ONnrvXREQBWzYe2Lv+mnsMZbYe4xRoyaW2KMx9hJbjN0YC9hb7AVUQAFFUHrvsMC28/2xMmEFFIXdxWR+z3OfmTvtnG2z75x77r3FBYA3gMcAot+UQABe7ztPG0XT05//Gxmx6z51XX9D2268l5XnwqjmXD+KzxSr3ZZUJqdB2++Q+/yzdP15ykdd42p4Mn3+8zVymeNHjX+6RAtPhtDV8GTKzC89bfzWrVsJAEVFRalszymQ0KVnSbTwZAg1XHKRXOb4Uc8NN+lRdMYH+fLwVTq5fe9Pkw4EftRr+RjkcgV5LjhHS888Y7cVFhZSfHw8yeVyIiJ68eIFHTx4kKRSKRERXbx4kSZMmMDu37x5M/n4+LDTf8+aNYv09fXZ602fPp2MjY3Z+pQpU6hmzZps/eeff6YRI0aw9RMnTtD27dvZekhICAUFBbF1mUw9U7fvvBFJLnP8KDmnQC3X59AcT5480YrdoqIiMjExoc2bN2vc9uXLlwkA8Q3NqdbsP6nXhhvsb1LdzJgxgwCwxcLCgo4ePaoR2y4uLiq2AZC3tzdt2rRJra//77//Zu3x+Xzq1auX2my9zcCBA8na2ppevnxJEyZMICMjI3r58qXa7YaHh9OqVavY+pUrV4jP59OiRYvUbvtDwDumP6+IuL4D4LMS9fYA7rzvPG0UTlxXntXnw6jWPH8qkKhHWFQVMen55DrPn3489VQj9jLyiqjr+hvkPv8snX4S/1HXkMkVdCUsicbue0i1F5wllzl+5DLHj1qtvELDf7tH3xx5Qsv9Q6lJ1wGkb2xKS04/pW+OPKERu+5TyxVX2OM9F5yj8b8H0M0XqSSXf9hN/cGrdKq36AK1W32VsvIlH/U6PoaA1+nkMsePTjyKrbJrSiQSSktLY+vPnj0jf39/tn78+HFavHgxW1+0aBH17duXrffv35+8vLzYeq9evahBgwZsvVu3btSyZUu2PnXqVJoxYwZb37p1K+3fv5+t3759m4KDg9m6WCwu80/34rMkcpnjR09iMj/k5XKUQ0hIiFbspqenk6GhIV28eFHjtq9cucIKro0bN2rU9urVq1nbBj6dyGWOHx25GaoR2wMGDCglcAHQiBEjqLCwUK22ra2tWXuGhoYUGqqZ1/zgwQMCQF999RX5+/sTADpx4oRGbC9cuJAePXpERMr7mY+PDzVu3JiKikoHhaoSuVxe6t65efNmAkDHjh1Tq+0PobLiOqgi26pD4cR15TkXkkguc/wo8AOjodpg7p/B5Pa9P0Wn5WvEXkZeEf1vy21ymeNHC0+GUF6h9KOvVSCR0c0XqbTl2kuadCCQ+my6RS2WXyaP+Wep1pyT5DB+B3kuOEctV1yhnhtu0rRDj2jT1Qi6FZFKhdIPf/CRyRW080Ykuc8/S5+tuaax96yY+X8Fk/v3Zym7QHOC/n0oFArKz//nfQgKCqI7d+6w9b1796pEtt8W102bNlWJInl7e1O/fv3Yeu3atWngwIFsvVevXrR06VJ6EpNJLnP8aPikWSp/kn5+fvTs2T+R/fT0dJJIqs/7VR4pKSmUlJSkFdtnz54lW1tbysrK0rjtn3/+mQCQmZmZRqJ5JXk7grt+/XqN2R40aNA/tnl8sh+3k5y+3kz37t1Tu+3mzZuzthmGoR9++IEuX75MeXl5ardtZGRELi4udOzYMeLz+bRjxw612yRSPjyOHTuWbcEbMWIE2draUkaG+v+j377/hIaGkr6+Pn3zzTdqt10WEyZMID09PVbwa5vKiuu/ACwEUONNWQDgr/edp43CievKk5AlJpc5frT7VtT7D9YyiVkFVGfhORr+2z2NNUtKZHJaeuYZuczxo2bLLtPpJ/EfHD3WJAqFgm6+SKXeG2+Syxw/GrP3AWXkqTfq8DZRqXnk9r0/zTke9P6DPzGKU1iIlCkCT5/+05KydetWOnnyJFsfNmwYrVu3jh6/EdfWdg4qYl1fX59mzZpFRMrPTSgU0ty5c4lIGcnx8vJixb5UKqUJEybQ5cuXiYgoICCADh48SBEREUSkTGmJj49XezRPJpNRhw4daOHChWq1UxYSiYQ8PT0JAE2aNEmjtmUyGbm6urJCz8vLi3JycjRiW6FQUK1atUpFb9etW6cR+25ubqxNgUBA3r3HksscP5q4dLPaHwYdHBzIxMSEli1bRgDo9OnTarVXkjZt2rAPkRMnTiQbGxvKzc1Vu93CwkKV/7e0tDSysrKiMWPGqN12WezevZsAkJ+fn8ZtSyQSat++PTk5OWntgb4klRXXZgA2AHj0Jt96PQDT952njcKJ68qjUCio1corNHbfQ227UiH23XlFLnP86I97rzVqN+B1OnVdf4Nc5vhRx7XX6XhAbJWk0gQHB9O0adMoNrZy6ROFUhmdehJPA7YqI+3Nl1+mk4/jNPYQUoxUJqfB2+9S3YXn/tU5xsHBwRUWV7ciUslljh/deZmm8nk8efKEoqOjiUgppjds2EC3bt0iIuUf7IABA9gm0aysLLKysqJNmzbRqlWryNLSkgDQpk2biIgoNjaWALBiPCYmhmrVqkWnTp0iIqL4+HgaNWoUPXyo/J2npaXRnj172O+dWCymqKio94rzefPmsbmvYrH6+z+UZP369SpRzLt372rMtp+fXylx27dvXza6qE7CwsLKTI0AQBs2bFCr7aysLAJAlpaWNHjwYBKJRJScmkatV12hXhtvqvX+IpVKqU2bNvTq1SsiIurSpQu1adNGbfbepuT3Ozk5mYyMjOiHH37QmP2SHDlyhACwD9eaRKFQ0LBhw8jCwqLS/1MfQ1paGrm6ulKLFi3UHjx4H5UV119UZFt1KJy4rhrmnQgmrx/Ok0Sm/j+KyiKXK2j4b/fI/fuzGk9lkckVdPJxHHVe9ze5zPEjnx/P04K/QuheZBpJP/K9+/XXXwkAxcXFffC5RVI5XX+eQvNOBLMdHluvukJ7b7/6qFSSqmDxaWWU/+jDGLXZkMvldOfOHXrx4oXabJRHXl4efffddyQQCOj58+cVOuf3Nw+Ele2Mq1AoaPbs2aywOnXqFKWmphIRUXZ2Nm3bto3CwsKIiCguLo6GDh1Kt2/fJiKip0+fkqOjI509e5aIiO7cuUMA6Ny5c0REdOPGDQJAly5dYuuOjo704MEDIiJ69OgRtWvXTkXYDRs2jNLT04mIKCMjg8LCwtSWm5mamkqmpqYq9uvVq6exNJquXbuWKW5//PFHtdsuznlu3Lgx1axZk4YMGUKpqakaERo3btygiRMnUnp6OmVmZpKOjg7t2LGDjjyIIZc5fnQ1PFlttmUymUpLUXHeeclULk2ybNky0tPT+6h7dWVRKBTUp08fcnV11UhKzNvk5OSQm5sbtW3bVm0dv9/F06dPycjIiL766iuNB4xKUllx/agi26pD4cR11XAuJIFc5vjR/ah0bbtSITLyCqnVyivU+KdLFJWq+RtNaloa3XyRStMOPSKP+cqOivUWXaDJBwJp7+1XFBKXVWGxPXz4cLKzs6vQsWm5hXQrIoW+23uZhv92j+osPEcuc/yozsJzNOlAIP39PEXtKStBQUG0fPlyWrp0qcpIGwqFglafDyOXOX5q63Qqk8lowYIF5ODgQADo8ePHarFTHjdu3CBnZ2dWWBULz/cx+9gTqr/4QqX+FKRSKY0ZM6bK8m4LCwspMjKS/aNOTEykPXv2UGJiIhEpI/OjRo2iyMhIIiLas2cPMQxTSlwWd/Lau3cvAWCP37t3L1lZWVF8vLIz8JkzZ2jAgAFsrvSDBw9ow4YNrECMi4ujoKCgciPBkyZNKlPcrl69+qPfg4ry4sULAkB2dnbUunVrEggEtHfvXtq4cSMtX75c7bmwCxYsoAsXlN+fb7/9ljw9PdVqryRvC6kBAwZQ27ZtSSKTU71FF+jbo0805otCoSBfX1+Vfg6aRCwWk6OjI40ePVor9uPi4sjY2Fhr+c+BgYEkEok08kBZFmfOnCGGYejnn3/Win2ijxTXALoB2Agg+U1aSHHZC+BBeedps2hSXBdHZHJzc9nmYHX3oC0LiURCmZmZdO3atSq7qWcXSMj9+7O0pMSwaeWhUCgoNDSUtmzZUiW2P4bdu3fTlj9OUMMlF6nF8ssUk67Zznpff/01HTx4kIiIcguldC4kgWYdfUJNl11iR/hw//4sdV73N006EEgrzobRrptRdCYonu5HpVNoQjZFpuRSbEY+uXvUpi7de1J0Wj6FJWbTo+gMuhaeTIcfRNP6Sy9o3olgGrbzHvku/efaLnP8yGXCDpq27xZdepak0ZFeJBIJeXh4kLm5OWVnZxORMoL+/YlgcpnjR3P/DCKZGgV+cnIy1ahRg/h8vsabCOVyOQUGBpKbmxsxDFOhUSOkMjn5Lr1Ik/6o3DCIYrGYHj16RGfOnKEaNWpQzZo1NTpE16lTp2jHjh3022+/kb29PY0bN44sLS3ZHPNXr17RwYMH2Q6jN27coPHjx7Pifd++fVSnTh12/9KlSwkAew/98ccfCQAr5hYuXEjm5uakUCgoIiKC3NzcyMPDg5YtW0Z2dnY0a9Ys6tq1Kw0dOpQyMzMpPDxcpdNTVaZrXLt2jS5fvkwymYwuX75M9vb2lJmZWWXX/xD8/f3Jzs6O/e1pmpMnT5KdnR3l5OTQpD8CqdmyyxqNJB4+fJi1rw1+//13srW11dr7v2PHDrK2ttaa/V9//ZUsLS219v1ftWoVmZmZaaRzZ1m8S1wzyv2lYRimPoAGAJYA+KHErlwA14gos8wTtUjjxo0pICBAI7a2bNmCX3/9FQKBAAqFAkSESZMmYdq0aRqxL5fLMW/ePNy/fx8BAQGwtbXFy5cvwTBMlVx//P4API7Jwt15HcDnlX3N2NhYLF26FDt37sTkyZOxadOmKrH9IZw/fx49e/bEsGHD8N2KDRiy4x50hXzsGdUEXvYmarcvk8ng4+MDV1dXHDp0CMbGxuw+IkJCdiECozMRmpCDlym5eJGch8TsAkjlpX93iiIxYtcPgknroTBtNaRMexYGIjiY6aG2jRFq2xrB09YYx3auQ/OGPhgypOxz1M3du3dx8+ZNfPfdd4jNEGPKoccIis3C+HaumNvVs8q+k+VRWFiIadOmYceOHWq1Ux4KhQIXL14En89np54vj+vPUzByz0NsG94IXb3tqsQ+EUEqleLYsWMYOnSo2t/v8pDL5UhKSoKDg8MHnyuVSpGdnQ1LS0sAwPPnzxEWFoa+ffsCAPz9/XHz5k2sXLkSALB27VqcPXsWV65cAQCMGTMGFy5cQFyccqKnESNG4ObNm3j16hUAYOjQoQgJCUFISAgAYP78+UhNTWW/M/v27YNMJsOYMWMAAA8fPoRQKESDBg0AKL9jOjo6Wntvy0OhUIBhGK35VTxrnkAgwOEHMZh7IgSXZraFu41mJnGWyWSQyWTQ1dXViL23USgUyMvLU7nvaxIiQkZGBjuLrjbsp6SkwMbGRmv24+Pj4ejoqBX7DMMEElHjMveVJ65LnCwkIqlaPKtiNCmu5XI5GjdujCdPngAAvL298fjxYwgEAo3YB4CwsDC0adMG6enp+P7777Fs2bIqu/bZkERMOvAIf4xphtbulmUeQ0T4888/MX36dIwcObJK7VeUrKwsBAUFITo6GiNGjMCL5FyM3P0A2QVSrPmiPrr7VI2AKQ+JRAIigo6OToXPUSgIWQVSpOQWIiWnCHlFMkhkCrwMD8WyacPx9fer0bxtB+iJ+NAT8mGoK4CtsS6sjXWgI+CXup5YLIa+vn5VvqwPgohQUFiEP4OSsfp8OEDAqgH11P7el0Qul4PPL/3eVDcGbr+L6PR8/D37M+gKq7+/nwoKhQJisRiGhoYAgGfPniEtLQ3t2rUDoJzdMzk5mQ1+zJs3D6mpqfjtt98AAJ07d0ZhYSFu3LgBAGjTpg2EQiGuXr0KQDk7qampKc6fPw8AGDZsGJydnbFixQoAwOrVq+Hs7IzBgwcDAC5dugRbW1v4+PgAUN6nDA0NNfr/oGniMsVoveoaFvasizGta2rbHQ4OtfMucV2RnGt3AMcBhAKIKi7vO08bRdM517dv32Zz/f7++2+N2i7m4cOHZGhoWOUTKRRIZOT94/kKzeKXnZ2t8XzXd5GUXUC9N90ilzl+9MPJkGo/Ic7baLODxsfwOCaTfb8Hb79Lr9M0n/f+KfD38xRymeNHez6BYS7/i5TsLBccHKxyT9u9ezcdOnSIrY8bN46WLFnC1r29vWnkyJFs3d7eXmWoNCsrK5owYQJbb968Oa1du5atT58+XWVos8OHD7OdURUKhUaGVawKPvv5Gn21+7623eDg0Ah4R1oIrwLifA+ArQBkAD4D8DuAPyop+P8VtGzZEqNGjcKwYcPQtm1brfjQuHFj3Lx5E97e3lV6XV0hH4ObOOH80yQkZBW881hjY2O2+bQ6YGOsi2PjW+Dr1jWx7240uq6/gTuRadp2q8JUt6bn8niWkI2v9z1E3823EZ8pxvpBDXBwbDO4WBho27VqR36RDN//FYKalgYY3NRZ2+5wlEHJqLKPj4/KPW3UqFFsVBoAtm/fjoULF7L1kJAQ7N69m62fP38e8+bNY+uLFy/GgAED2LqzszPMzMwAKFtdDh06xLaCFhYWYvDgwThx4gQAZcuUg4MDfv31VwBAdnY23NzccODAAbY+ZswY3Lx5EwCQl5eHffv2sSkxEokEr1+/RmFh4ce/ORWkrp0xXqflq90OB0d1pyLiWo+IrkCZQhJNRIsA9FCvW58OK1euxJo1a7Tqg7qE7YgWNUBE+P1utFqur05EAh4W9KyLg183AwEYuvM+ph56jNgMsbZdK5fPP/+c/QOtrhAR/n6RipF7HqDHhlt48CoDs7vUxvXZn6FvQ4dP5sFAkxARlpwJRXxWAVYPqMelg/xLKfnd9/HxQa1atdj6xIkT0aFDB7Z+5MgRjBo1CgDA5/ORnJyM+fPnAwBEIhFCQ0MxevRodv+2bdvQuXNnAMoUmGbNmsHa2hqAUlxfuHAB8fHxAJR9YUaOHIn79+8DUOav16xZE35+fgCA4OBgODk5sfnqz58/x/Dhw/H06VMAQHx8PHbs2IGkpCQAQG5uLp4/f46ioqL3vgf6Ij4KpYoPet84OP6NVERcFzEMwwMQwTDMFIZh+gEwVLNfnwzW1taws9NcbqkmcTLXRzdvO/xxLxoZ+RJtu/NRtHSzxPnpbTH1czdcCk1Ch7V/Y9HpZ4h/TzRe06SlpeHatWuQSKrn+5yaW4Rdt16h47q/8dXuB3iWkINvOnng5pzPMfkzNxjq/HtzSSvL73ejcSQgFhPb1UKTGubadoejmsPj8VCnTh3Y2toCAHR1dTF+/Hg2iGJmZoYDBw6wnWednZ0RFxfHRtbd3NwQGRmJ7t27AwDs7e2xe/duNGnSBACgr6+Pjh07suI8IyMDd+/eRX6+MuIcFBSE8ePHIzpaGVS5evUqPD09WfF96tQp2NjYIDw8HABw/fp1DBw4EImJidAT8pEZ/xIbN25Ebm4uACA5ORnBwcFs50cOjv8CFRHX0wHoA5gGwBfAlwC+UqdTHNWHGR3dIZbIsOXaS2278tHoifiY1bk2rn/7Gfo1dMAf96LRbvU1fHP0CYJis4r7FmiVwMBAAMo0n+pCXpEMZ4ISMGbvQzRfcQVL/UJhqCvEL4Pq4/aczzGtgztM9ITadrNac/5pIpb4haJjHWt827m2tt3h+A8gFArh6urKjmBhYWGBUaNGwcXFBYBSfO/Zs4ftbNmiRQtERkaiWbNmAICOHTsiLi6OFfO+vr44cOAAG4m3t7dHv379YG6ufFDMzMxESEgIGIaBrpCPzJdBmDZtGpuGcujQIdSvX58V2+vWrYOpqSkr5g8cOIA+ffqw4vv69etYt24de1+Oiopi74+AMnLPwVHdeW+4iYgevlnNAzBKve5wVDfcbYzwv0aO+P1eNEa1rgkHUz1tu/TR2JroYtWAepjW0R2/3YzC4QexOPEoHl72xhjc1BndvW1hYVjxUT+qkocPlT+zRo0aacV+Mck5hbj+PAUXniXjVkQaJHIFbIx18HWbmhjQyFFjQ2z9G7j4LAlTDj5GPUcTrB/cELxyhrTk4KhOiEQileEUHR0dMXToULbepEkTNgoOAP369UO/fv0AADrCHOjV64Kk3xexw8P16tULTk5OrNivX78+vvrqK3aEo9zcXCQkJLA572fOnMH27dvxzTffAADWr1+P/fv3IzNTOfrv5MmT4e/vj5iYGADK1MynT5/ijz+UXcGOHTuG1NRUTJo0CQDw5MkTyOVy+Pr6AgCKioogEom4FDYOtfKuca7PQDkSRpkQUW91OfWxaHIovv8S8VkF6LD2Olq7WWLniMb/mptSTqEUpx7H48D9GIQn5YLPY9DKzRLdvG3xWW1r2JpobuzUvn37Ijw8nG1q1RRZYgkexWTiVkQ6bkakIiIlDwDgaKaHLl626FzXBo1rmJc71jlH2Rx+EIMFJ5/C28EEv49pCmNdLsLP8e9n9rEgXAlPQeCCjh/9P6FQKJCfnw8jI+WDfHh4OGJjY9k0mJMnTyIsLIztMPrTTz8hJCQER44cAQAMGDAAL168QHBwMACluE9ISGCj3127dkV2djbu3r0LQJkPLxQKsWHDBgDAxo0bYWRkhJEjRwJQRtJNTEzQsGFDAEBOTg709fX/1cMqfspocljWjxrnmmGYdm9W/wfAFv+MEDIEQDIRzaxqRysLJ67Vx44bkVh+NhxbhzVCNw2OX6wJiAjhSbk4E5SAM8EJiM1Q5mPXsTNGazcLNK5hDl8XM1iqMar9/fffQyAQYMmSJWqzIZMr8CI5D49iMvE4JguPYzMRlapsmtUR8NC0pjlau1mijbsV6tgZ/WseojSJXEFYc+E5tv0dibYeVtg8tCGMOGHN8R+h8y9/w8FUD3tGNdWqHxKJBCKRCAAQGhoKsVjMptwdOHAAEomE7VA6c+ZMCIVCrF69GoByFDBra2ucPHkSAFC3bl3UrVsXx48fBwB4eHjA19cXhw4dAqAU6y1btsQPPyjn2ps/fz4aNmzIjg7z119/wd3dnR3RKykpCWZmZh80N8KnRnZ2NkxM1D+J29tERkZi2rRp8Pf314i9yk4iE/D2yWVtqw5w4lp9yOQK9N50G6l5RTg/vY3W0ifUDRHhRXIerj1PwbXwFDyOyYJErszxq2lpAF8XM3jbG8PDxgjuNkawNKx+zYtyBSE2Q4yIlDy8SM7FyzfLyNQ8tie/hYEIDZ3N0NDZFA2dTdHI2YwbxaKSJOcUYsbhJ7gblY5hzZyxuLcXBPyKdGvh4Pj0yS2Uot7ii5jRwQPTO7pr251KQUTsff3Zs2cQCASoXVvZZ2LXrl2wtbVFjx7KQdNGjRoFX19fTJkyBQDg6uqK/v37s6OI6enpYerUqVi9ejWICCKRCLNnz8by5cuhUCjg6emJWbNmYfz48ZBKpZgwYQIGDx6MTp06QSKR4NChQ2jRogU8PDwgk8kQFxcHGxsb6Om9O0Xz6dOnVT5Eb0U4fvw4vv32W7x69Uqj/4337t1Dr169kJaWhqSkJI3MGvkucV2Rdg0DhmFciSjqzcVqAuAGsv2PIeDz8PMX9dF3y23MPBqEvSOb/CtzSBmGQW1b5dTiE9rVQqFUjqfx2QiIzkTA60xcDU/B8cA49ngzfSHcbYxQ08IAtia6sDfVhZ2JHuxMdGFrogtDHcF7bzAFBQXQ0dEBj/d+IVYolSNLLEWmWIKMfAkSsgoQn1WA+MwCJGQXLwshkf3T6cfORBfuNkZo7mqBeo4maOhkBidzvWr3UPApcyk0GXP/DIZYIsfPX9THAF/tTMfLwaEtQuKzQQTUd9J8xLKqKXlv9PLyUtk3ZswYlfqePXtU6lFRUQCAuLg4BAUFITAwkI3iKhQKbNy4ke0sKpFI0LhxY3bklvz8fFy4cAFNmyoj/+np6Rg5ciS2bt0KDw8PJCYmombNmti5cye+/vprREdHo02bNtiwYQP69u2LuLg4TJo0CVlZWUhISMC9e/fw119/oWvXrnBycoJYLEZsbCycnZ3fK84/lMzMTEydOpUdfz0rK4sdy13d/Pnnnxg+fDjbifbOnTtsPwBtURFxPRPAdYZhogAwAFwAjK/IxRmG6QrgVwB8AL8R0cq39v8C5cQ0gHJEEmsiMn2zTw4g5M2+mOqY4/1fo669MX7sVRfz/3qKrX9HYvJnbtp2Se3oCvloXMMcjWuYA+2UEY2U3CK8SM5FRHIeIlJy8SI5D1efpyA1t/Q4sHweAyNdAYx1hTDWUy71RQIIeAz4fAZ8hsGDY1sQdOkYJu64DBn4kMgUKJLJIZErUCRVQCyRI0ssQaZYigKpvEw/rY104GCmBy8HE3T2skUtKwO42xjBzdqQy/dVI+l5RVh0JhRnghLgaWuEjUMacp0+Of6T3I1MBwDUdzTVriNvCAsLw19//YVOnTqpdMBUJ0SEGzduYNOmTfjrr78wduxYbN26ld3P5/MxYcIEtq6rq4uDBw+ydVNTU8TF/RO8sbKywsuXL1mRamJigt27d6NVq1YAlBMfdejQAba2toiPj8e0adNw5swZAEDNmjXx4sULjBs3DufPn4eTkxMePnyI9u3b4/Lly+jQoQOuX7+OQYMG4cyZM2jatCkCAgKwevVqrFy5Eq6uroiIiMCFCxcwZMgQWFhYID09HQkJCahduzabdgMAly5dwqhRo9ix1gEgJiZG7eKaiLBu3TrMnj1bZdSvT0JcE9F5hmHcAXi+2RRORO8dTZ5hGD6AzQA6AYgD8JBhmNNEFFri2jNLHD8VQMMSlyggogYVehUcGmNoU2fci8rAzxefo5aVIbp622rbJY3CMAxsjHVhY6yLNu5WKvskMgWScwqRmF2IxOwCJGUXIqdQipwCGXILpcgplCGnQIpMcQEUCoJMoYBcQXjxLAg8QwvcfZ0NHQEPOgI+dIQ8iPg86Ah5MNUXoo6dMcz0hTAzEMFUXwgzfRHM9EWwN1VGyHUEXEqHJpHJFTj0MBbrLj5HXpEM33TywIR2tSAScGkgHNULhUIBhUKh1g54+UUy7L8XjQ6e1jDVFyIiIgJ37tzBnTt3IJPJsGvXLrXZLoaIEBAQgL/++gt//fUX2zl84MCBaredl5eHAwcOYNOmTex44AAqnZogEAhUJiMyNjZmc8UBwMHBAevXr8eqVauwfv16FBT8M3+DXC5HkyZNEBsbyw6b6OnpiQMHDrDDMFpYWKBv375s5DwrKwshISHssIj379/H1KlT0aVLF1hYWODMmTMYNWoUoqKiULNmTWzduhUzZ84sc4Kh2NhYFBQU4Pbt25gyZQp0dHQQExODlJQUNGrUCDweTyX95kORyWSYPn06tmzZUmrf7du3P+qaVUp586IXFygjygsA7HxTdwfQswLntQBwoUR9HoB57zj+DoBOJep577PxdvH19f3AmeE5PgZxkYz6br5FHvPPUsDrdG2780mjUCjIwsKCRo8erW1XOCrIrYhU6vLL3+Qyx48GbrtD4Yk52naJoxpSWFhICQkJ9PTpU0pMTFSrLYVCQYmJiXTjxg3atWsXzZ07l/r3708+Pj5kYmJCKSkparW/9OhtcpnjRx0HjSUrKyuCcqQxAkALFy5Uq22FQkHLly8nJycnFbsAyNDQkORyuVrtx8TEkJeXVynbAGjr1q1qta1QKGjHjh3k7e1dyrajo2Olry+RSCglJYWkUikREb1+/ZqOHTtGYrGYiIj+/PNPat++PQ0cOJAcHBxU7G/ZsoUWL15MAEgikRAR0cKFC4lhGPYzmTt3LhkbG5NCoSAiok2bNlG/fv1Y+6dPn6Z169ax9adPn9KDBw/Y1x4TE0P379+nY8eOkZmZGYlEIgJAIpGICgoKKv363weAACpHj1bkUXYPgMA3YhkA4gEcA+D3nvMcAMSWqMcBaFbWgQzDuACoCeBqic26DMMEAJABWElEJyvgK4cG0BPxseurJui/9Q7G7AvAH2Oawdvh08+z0wavX79Genq6xpotOT6exzGZ+Pnic9x+mQ4HUz1sGdYI3bxtudx1KHNHiUhrIyDk5+fj0KFD5U4I1bx5czZapw5yc3MxZswYvHjxAhkZGcjIyGAnSQGUI1YUz7ioDhISEtCzZ088efKk1L6ePXvCysqq9ElVRJFMjtPP82FYkIjLR3aW2l88bbu6YBgGU6ZMQU5ODtatW6cyy229evUq1JelMjg5OeHRo0c4ePAgli1bhpcv/5lwTd2d6hiGwdixYzF27Fg8efIErVu3Zr93VTHZjlAoVPnuuLi4sJMRAcD//vc//O9//wMALF68GOvXr4ednR3CwsIQGxuLn376CdOnT4dQqExNHDFiBJo3b85+Jm3btoVQKGTvoRKJRCX6fvLkSVy6dAkzZyqTHFasWIG7d+8iMjISDMNg9uzZCA4OxqlTp5CZmYkBAwYgISEBERERCAwMRHh4OGQyGcaPV2Yy3717F0KhkB05Jjc3F3p6eupp1SlPddM/EeSAN8vHJbYFVeC8AVDmWRfXvwSwqZxj5wDY+NY2hzdLVwCvAdQq59xxAAIABDg7O6vl6YSjbKLT8qnliivk8+N5ehSdoW13PkmOHj1KACggIEDbrnyyiMViKiwsVNv1H7xKp1F7HpDLHD9qtOQi/XYzigokMpVjrly5Qo8fP2YjNJomMDCQvvzyS1q0aBHt37+f7ty5Q8nJyWxESN3k5ORQnTp1SE9Pj+zt7cnb25vatGlDvXv3ppEjR1JoaKjafVi1alWZ0UNdXV2Ki4tTu/2QkBCysbEpZb979+5qt01ElJeXRwMGDChl//Dhw2q1e/B+NLnM8aNr4cm0a9cuFdtGRkYa/U1s3rxZxf7EiRM1ZlssFpOXl5dK5P727dsas79x40YSCAS0Y8cOMjExIVtbW43Zzs/PJ0tLS5o3bx7l5+fThAkTaPjw4VVy7aKiInY9LCxM5T09duwYbd68mVasWEHm5uY0d+5cmjBhAmVnZ9OLFy+oa9eu1L59e/b4li1bUocOHdh6kyZNqGvXrmz9iy++oNmzZ7P1pUuX0v79+9m6v78/PX78mK3jHZHriojrOwD0ADx6U68F4EEFzqtwWgiAxwBavuNaewEMeJ9NLi1E88Rm5FObVVfJ64fzdPtlqrbd0QqVaX4KCQmh+fPnq9xAPgS5XE4rVqygjAztPdysWrWKvv/+e3r58qVW7BcUFJCHhwf16tWLtm7dSq9fv670NWVyBV16lkT9tyibuxsuuUibrkZQXqG0zOPPnTvHCrkWLVrQ9OnT6Y8//qDnz5+rvVmaSNlEWpawMjQ0pM8++0wjTaTh4eFkbGxcyodmzZqRTCZ7/wUqiUKhoG+++aaU/Tlz5qjddjFBQUEkEAhU7F++fFlj9q9cuUJCoVBF3BY34auD6LR88v7xPPXbfIsKCwvpiy++IF1dXfY96NOnj9psv83Dhw9JX1+fhgwZQh4eHgSAtm3bpjH748ePJ2NjY4qKiqKpU6cSAIqMjNSI7dTUVDI1NaVZs2YREVFwcDA1bNhQI7aJiLZs2UIikYgSEhLYbWFhYRqz7+vrW25qZckAQ2hoKD19+pSt//7773T8+HG2PnHiRFq+fDlbr1evHo0dO5at29raqtQrK647AfgbQCqAA2+iyO0rcJ4AQBSU6R4iAEEAvMo4zvPNNZkS28wA6LxZtwQQAaDu+2xy4lo7JGYVUMe116nWPH/6417lhc2Hkp6eTunp2sv9XrZsGf3yyy8aEVFl0a1bNzIxMaHFixdTdna2xu0HBQWxf+bt2rWj33//nfLz8zXqw6+//qoiaLy8vOjbb7+lq1evflDkLEssoZ03IqnNqqvkMsePWq64QntvvyJx0fvFYe/evcuMnJbMGVQnqampZUZOS/55qBOFQkFz585Vsc3n8+nJkycasZ+Tk0MzZ85UsW9qaqqxB89Hjx5R3bp1ycDAgLVfv359jbQeKBQK2rRpE/H5fOrXrx/Vrl2bANCoUaPUZrNQKqNeG2+S94/nKSIhg3r06EEGBgZ05coVmj9/PgGgzZs3q81+SSIjI8na2po6duxIRUVFFBQURLq6unTv3j2N2D9+/LhKK4FcLqehQ4dSXl6eRuyPGzeObG1tVe7/6s6zL0Ymk5GbmxuNGTNGI/beJioqigDQ2bNn1W4rLCxMJXjz0eIaAA/AQAAWAHoA6AnA8l3nvHV+dwAvAEQCmP9m2xIAvUscswjKnOqS57WEchi+oDfLMRWxx4lr7eF/8Sp9tfs+uczxo4UnQ6hQqv5IVTH37t2jZs2aUW5ursZslqS4KbRjx44f1Pwsl8vp77//rrTf69atY//Mzc3NacWKFRq7qRfTuHFjFVFjbGxM48aN01g0Ozc3l0xNTUsJy169er23VUAuV9DtiFSaeeQxeS44Ry5z/Kj/ltt0+kk8SWQVe2BKT09nBUXJMmTIEI2Iq+fPn9PUqVPJ0NBQxX7JKIs6uX79OrVp04aNlhfb//bbb9VuW6FQ0MGDB8nOzo5MTU1VotcrVqxQu32ZTEYrV64koVBIrVq1oqioKGrbti0BoH379qndflFREY0dO5YA0KJFi0gul7Ni78qVK2qzu+j0U3KZ40cnA15Rhw4dyNjYmG2yLygoIHd3d4qIiFCb/WLS0tLIw8OD6tWrpyIu9+7dq5H74OvXr8nU1JS+/vprle2aSocJCAgghmE08l0riz///JMAaCT1qyzWrFlDJiYmH936WxkqG7ku9+TqVv6r4losFtOGDRu0Zv/q1avk4OBA4oJC+snvGbnM8aPuv96giGTNjKLwyy+/EADq0KGDRpq/32bevHkq4raikcLw8HACQLt3766U/YkTJ5YSdVZWVmr9Yy3JrFmzyNbWtpQP/fr100gEe8qUKWUK665du74zFzsqNY9+vhBOLVdcIZc5fuT9w3maczyIQuKyPsj++PHjSSgUko6ODpmZmbH2mzZtqtYm+WKKhZWzszMtW7aMeDweASBPT0+NiIuRI0cSAGrbti3duHGDzXt1dnbWiP0RI0awUdriPHMPDw+ys7PTyPdv+PDhJBAIaPny5Wz6y4kTJ8jOzk4jf/hDhw4lfX19lfuOQqGgfv36qS0d51xIIrnM8aNFp5/S4MGDydzcvFS/keDgYI08WA4YMICcnJw0kldfFv369aM6depovLWumJ49e1KLFi201nLauXNn6tmzp1ZsExG1bduWRowYoRXblRXXKwF8C8AJgHlxed952iiaFNe5ubnUq1cv6tSpE3Xs2JF69Oih8Sb57Oxs2rZtGxkYGKgk7WuS3Nxc0tPTIwC0d+9eIiK6+CyJGi65SLUXnKV9d16RXK7eG2yDBg1YQdO3b1922CBN0adPHxVRp6enR9euXXvvefv37ycAFBwcXCn7EyZMULEvEolo7dq1GrvZLlmyhHr16qXiw8yZMzWSZ0ukTAlZu3YtzZkzh7X/2WeflSlsM/OL6MC9aPrfm1zqmnP96Mtd9+nk47hSnRQryu7du2nPnj2UlZXF5lo6Ojqq5B+qk8OHD9OJEyfY772Pjw+JRCKNpWOcPn2aLl26xAqpyMhIAkBnzpzRiP3Lly/TnTt3VLYtWbJEY/m2d+7cocDAQJVtMpmMDh48qBH7jx8/LvOzVteD3c0XqVR7wVnqtfEmFUnl9OLFCwoJCVGLrYoQExOjtagpEVFycjKFh4drzX5GRobW+rsQKdOxoqOjtWY/Ly9PY/fat6msuH5VRol633naKJqOXO/cuZP9M9+yZYtGbRMpO8N99tlnBGiuR3pJpFIpDRw4UCXPtVjQJecU0Je7lGkifTbd+uBoYEVJT09nO1F5eHjQ5MmTKSoqSi22ymP69OmEN53ZZsyYUeExbadPn076+vqVfhi4e/cu+xnUq1ev0mL9YyhuGuTxeLRx40aN2yf6Z+SV1q1bq0RM4zLFtOdWFA3ZcZdc5/mTyxw/6rD2Om29/pISs6q2pePXX38lfX19evToUZVe90MYM2YMrV+/Xmv2iYi+//57rdpPTEzU2sgt/2YuhyaR+/yz1OWXvyk1V30j9HBwfAq8S1wzyv3/Dho3bkwBAQEas6dQKNCiRQvIZDI8ePAAfL7mZ8kjIpw4cQL37t3DmjVrNG4fUM4ElZubi+zsbDg4OLBjRhIRTj6JxzL/MGTkSzC8uQumd3CHhWHVjYV7/fp1REVFoWPHjnB2dq6y634IDRs2RNu2bTF37lzY2dlV+LxWrVqBYRjcunWrUvYPHTqEYcOGYfbs2ViyZIlWxho+fPgwxowZg8OHD6NXr14atw8op+BduHAhLly4gKQCHi4+S8KF0CQ8jc8BALhZG6JzXRt09baFj4OJWsanPnfuHAoKCtixX7VBSEgIvL29tTr+NtHHz7zGUT05G5KIaYceo669MX4f3RSm+qL3n8TB8S+GYZhAImpc5r73iWuGYXQBTALQGsro2E0A24iosKodrSyaFtcAEBAQAJlMhubNm2vU7qdEdoEU6y4+x/570dAT8jG6dU183cYVJnpCbbtWaeRyOZKSkuDg4PBB58lkMhgbG2P8+PH45ZdfKuXDgQMH4OTkhLZt21bqOpXh4sWLsLCwgK+vr1bsZxdIcfbhCzxOKsT96BxEp4sBAI2cTdHZyxad6tqglpWh2v1QKBRqn7SCg0PT/PU4DrOOBqGRsxl2j2oCY91P/97NwVFZKiuujwLIBfDHm01DAZgS0RdV6mUVoA1xzVFxXqbk4ZfLL+AfnAhjXQFGtaqJ4c1dYGWknVndtIlcLsfDhw9hZmaG2rVra9udT44imRyPY7JwKyINt16mITguCwoC9EV8NKtpjo51bdCpjg2sjXW17SoHxyeLVK7AzxefY/vfUWhZywK/fdUY+iI1zGbHwfEJUllxHUpEdd+3rTrAietPg2cJ2Vh/OQKXQpMh4vPQt6E9RreuCU9bY227xlFNKZDIERyXhYDoTDx4lYEHrzJQIJWDz2NQ39EErd0s0drdCg2cTCEScJFjDo7KEpcpxtRDj/E4JgtDmznjh551oSvUfOojB0d15V3iuiKPoI8YhmlORPfeXKwZlNONc3B8FF72Jtg5ojGiUvOw5/ZrHA+Mw9GAODRyNsUXjZ3Qo57dv77Z8a+//oJAINBafnJ1JzmnEAGvMxEYnYnA6Aw8S8iBTKEMBNSyMsDAxo5o7W6FZq7m//rvCgeHprn4LAmzjwdDriBsHNIQverba9slDo5PiopErsMA1AYQ82aTM4DnAGQAiIjqqdXDD4CLXH+aZIklOBoQi2MBcYhIyYOOgIeu3rbo4WOHth5W/8poSePGjWFiYoIrV65o2xWtkyWW4FlCDp7GZyMkPhuPY7IQn1UAANAV8lDf0RS+LmbwdTFDQ2czmBtwHak4ONRBoVSOVefDsef2a/g4mGDT0IZwsTDQtlscHNWSykauu1axPxwcKpjqizCubS2MbeOK4LhsHA+Mw+mgBJx6kgA9IR/tPKzQxdsGn9W2/lf0UC8qKkJwcDBmzpypbVc0TkpOIZ4mZONZfA6eJmTjaXwOK6QBwMFUDw2cTDGmdU34upihrr0xhHwuzYODQ91cDU/GotOhiMkQY1SrGpjbzRM6gn9fYIODQxO8V1wTUbQmHOHgYBgG9Z1MUd/JFD/0qov7URk4/ywRF58l4/yzJDAM4ONgglZulmjtZglfF7NPMqodHBwMqVSKJk2aaNsVtUBESM0rwsvkPESk5OFFci4iUvLwMiUPGfkS9jhXSwM0cjHDiBYu8HYwQV07Y5hxUWkODo0SmyHG4jPPcDksBbWsDHDg62Zo5Wapbbc4OD5puG6/HNUSIZ+H1u6WaO1uiSW9vfEkLgs3XqTi9ss07LwRha3XIyES8FDPwQQNnU3RyFmZMmBrUv1HhyhOXWrcuMzWpE+GAokcMRlivE7PR3R6Pl6lifEyRSmks8RS9jgjXQE8bIzQxcsG7tZG8HYwQR07IxhxudIcHFqjUCrH9r+jsOX6S/B5DOZ188SoVjW5DsEc/2rkcjnCwsJgZWUFCwsLdl6OqoYT1xzVHh6PQSNnMzRyNsOMjh7IK5Lh4asM3H6ZhsexWdh3Nxo7b74CANiZ6KKunTE87YzgaWsMT1sj1LQ0gKAapRY8ffoUlpaWcHFx0bYr70QmVyAltwiJ2QWIzypEbIYYr9PyEZ0uRnRGPpJzilSON9UXwt3aEN287eBhYwh3ayO42xjC2kiHm1CEg6OaoFAQzj5NxOrzzxGTIUbPenaY36MO7Ez0tO0ah4YICwtDVlYWPDw8YGFhoXH7+/btg7+/P5ycnODs7KxSLC0t1fp/wefzsXPnTmzYsAEMw8DMzAxWVlZsGTVqVJUMNMDN0MjxySORKRCamIPHMZl4EpuF8MRcRKbmsaNLiAQ81LQwQA1LfdSwMICLhQFqWOjDxdIANkY6GhfeRISUlBTY2Nho1G5J8otkSMsrQmpuEdLyipCcU4SErAIkZBciIasAiVkFSM4tglyhen+wNtJBDQsDOFvoo4aFPpyL30tzA5joc5FoDo7qilxBOBuSiA1XIhCRkgd3a0Ms6u31n0wBefDgAWQyGRo0aAB9fX2N27916xYWLlyIevXqwcfHB/Xq1YOXlxcMDDTTeTQpKQleXl7IyMiAubk5PDw8VMr//vc/tc44XVhYiKZNmyIkJKTUvsGDB+PQoUNqsw0AEokE7du3x927d1W229jYICwsDGZmZhW6TqXGuf6U4MQ1RzFFMjkiU/LxPDnnjdhWpi5EZ4ghkSnY43gMYGWkA1sTPdgZ68LWRBc2xrqwNBTBTF8EMwMRzA1EMNcXwUhXAB6vekVgiQhFMgWyC6TIEkuRJZYo1wukyBZLkVUgQZZYirS8IqTlSVgxLZbIS11LxOfBzlQX9iZ67NLe9J91J3M9bgIJDo5Koump4d8W1TXMdNDRToKpfdvAxNhIY36UZMqUKUhLS0Pr1q3RqlUr1KtXT61i7m1evHgBb29vKBQKeHl5oUmTJmzx9vaGSKT+vh/9+/fHiRMn2DrDMKhVqxbatWuH7du3q/39OHz4MIYMGVJq+5QpU7Bx40a12gaAZ8+ewdfXF0VF/7SAWltbIyQkBNbW1mq1TUT47bffMG7cOJXtx44dw4ABAyp8HU5cc3C8QaEgJOYUIjotH6/TxUjKLkBidiGScgqR9GaZWygr81weAxjrCWEgEsBQRwB9Hb5yKeLDQEcAXSEfIj4PQj4DIZ8HIZ8HkUBZ5735M41+/hRXju9F79EzYGnnqPSJCFI5QSJTQCpXFolMAYmcIJUrUCRTQFwkQ75EBrFEjvwi1aVMUf5vmMcoR2OxMBDBykgHloY6by2V262NdGFhIKp2Dw8c/x40LSrL4s6dOzAzM4Onp6fWfJkwYQLkcjm6du2Kjh07wsTERC125AqCf0giNpaIVE/r4I7OdaxQv54PIiMj0axZM3To0AGff/45mjdvDh0dzcyWGx4eDm9vb8jlyod8IyMjNG/eHK1atUL//v3h7e2tdh/mzp2LVatWldo+btw4bN++Xe324+PjUadOHeTm5rLbGIaBv78/unXrplbbRIR79+6hd+/eSEtLY7c3aNAAd+/eha6u+vouERGuXLmCn3/+GRcuXFDZd+rUKfTu3Vuttv38/LBkyRIEBATAwcEB8fHxAIC+ffvixIkTH3Rf4MQ1B8cHkF8kQ0a+BJliSYmlMiqcJZYiXyJjhW1ekXI9v0iOohLiWFlK/7ZyHp5C5tWdcJj8OwSG5qX2C3jMG0GuLDoCpUDXF/FhIFIKegMdAQxEfOiLBDDQUS5N9YUw1RPBVF8IEz1lMdUXwlBHoHVB819HLpdrNCpXFgEBAdDT04OXl5fWfPD398fOnTsxaNAg9OrVC4aGhhr34cGDB2jWrBnc3d3Rt29f9OnTB82bN9fo51PsAwAIBAK0bNkS3bp1Q7du3VCvXr1K/14z8yU4EhCL/XejEZ9VAHdrQ0zv6I7u3nbsw/OxY8cwcOBAlfN0dXXRs2dPHDhwQCOR2ylTpmDz5s0q2+zt7XHv3j04OTmp1XZ+fj4OHTqEsWPHqmxv0aIFrl27ptaHjLy8PBw7dgy7d+/GrVu3VPYtXrwYP/zwg9psi8ViHDp0CJs3b8bjx4/h7OyMmBjlFCaGhoYIDAyEh4eHWmxLJBIcOXIEP//8M4KDg9GuXTv069cPM2bMAACMHj0au3btUotthUKB06dPY8mSJXj8+DF69OiBH374ATKZDK1atYKJiQlCQ0Nhb/9hkyW9S1yDiP41xdfXlzg4qgsKhYKKpHLKK5RSllhC2QUS+mLQYLK3d6CcAglbcgulVCiVkVyu0LbLVUZWVhYpFNp9PQqFgnbv3k25ubla9WPZsmU0duxYCggI0JoP4eHhBIAaNWpE69evp+TkZI37IJVKycXFhQCQrq4u9e/fn44ePUp5eXka9eOzzz4jAGyxtramMWPG0M2bNzXmQ9euXVV8AEAGBgaV+o48jc+i2ceekMf8s+Qyx48Gbb9D50ISSt1XCgoKyN/fn/T19VXs6+rq0o0bNyr70t6JWCymU6dO0YgRI8jU1FTFvqGhIT1+/FhttiUSCfn7+9OwYcPIwMCAeDwe2djYsPadnZ0pKSlJLbYVCgXdvHmTRo0aRQYGBiQUCql///60bNky1n7Pnj1JLperxf7z589pxowZZGpqSkKhkIYMGUI3b96kvLw84vF4BID++OMPtdjOysqi1atXk4ODA/H5fBo8eDA9fPiQiIjkcjmZmppSzZo1KScnp8pty+VyOnbsGNWrV48AUO/evVV+YxKJhIyMjGjHjh0fdX0AAVSOHtW6IK7Kwonr/yZpaWl0584dbbtBly5deq9ocXd3p759+6rVj2+++YYiIyPVauN9XLt2jZo0aUKnTp3SqsgeNGgQmZiY0KxZs+jVq1da8aFY2BaL223btqnlj+R9lBSVAoGAevXqRceOHaOCggKN+fDzzz+XEpX6+vq0adMmtdtWKBQUFRVFkydPLuWDnZ0dhYeHq9V2REQEbdmyhfr160fGxsalhO3Vq1c/+LoSmZxOP4mnAVtvk8scP/JccI7m/hlMYYnZKsfFxcXRjh07qHfv3qyoNjMzY+3z+Xw6ffp0Vb1cFXJycujw4cM0cOBAMjAwIADUrFkzVnAV2z9//nyV25bL5XTz5k2aOHEiWVhYsLZ//fVXSkxMpG3btrHfwSdPnlS5/fj4eFqxYgW5u7sTAPLx8aFffvmFUlJSiIgoMzOTAFCtWrUoMzOzSm1LpVL666+/qFOnTgSAnJyc6KeffqLExESV4+rWrUujR4+uUttERK9fv6aZM2eSoaEhGRgY0IwZM8q8B/fs2bPKH+pkMhkdPnyYvLy8CAD973//o0ePHpV57C+//PLRDzWcuOZQK3K5nEJDQ7VmPysri4RCIW3fvl1rPhAR/fbbb2Rubk579uwpU1AW30h/+ukntfoxaNAgEgqFNGPGDEpNTVWrrfKQSCRkYmJCAKhevXp05MgRkslkGvfjxIkTrIDg8XjUv39/unnzpsYFf4sWLUpFKceOHauRhyCpVEohISH09ddflxKVAoGAjh07pjbbEomEAgMDafPmzfTll1+Sq6trKR969uxJYrG4ym0rFAoKCwuj7du309ChQ8nR0ZEAkEgkIoZhWPv29vb0/PnzKreflpZGR44coa+//pqN2Ovr61O3bt1o8eLFrH2RSETnzp37oGuHJ+bQcv9QavLTJXKZ40dtVl2lnTciKStfQkTKe/K9e/do4cKF1LBhQ1bAd+/enbZs2ULR0dG0f/9+1oe9e/dW6WvPyMigvXv3Uu/evUlHR4d4PB61a9eONmzYQDExMexx7du3JwD022+/VZlthUJBT548oTlz5pCzszMBoDp16tDSpUvp5cuXKsdevnyZANCJEyeqzH5RUREdP36cunfvTjwej0xNTWnSpEkUEBBQ5n3H3d2dgoKCqsx+UlIS/fTTT+Tk5EQAqHPnznTy5EmSSqVlHr9y5coqbT0KCAigIUOGEJ/PJ3t7e1q5ciVlZGSUe/zr16+rzLZMJqMDBw5QnTp1iGEY+uKLL6r0vX0bTlz/B5BIJFqzHRcXRzVq1FBbk9r7kMvlbNPW119/rdFIXEnu3bvH/ll16NCh1I08NDSU6tatSxcvXlSrH5s3b2b9MDY2phUrVqhFvLyPQYMGqYio2rVr0969e9X+XVUoFJSYmEh37tyhXbt2lRJzxZEMdTTBKhQKio+Pp8uXL9PGjRtp4sSJ1L59+1KRSgA0ZMiQKv+u5ufn0927d2nLli00btw4atKkCenq6rLRwbeb4av6uxgbG0vHjh2jb7/9llq3bs3aNjQ0pM8//5zmzZtHRkZGrA+DBw+usu+DXC6nJ0+e0IYNG2jAgAFkbW1NAEhPT48+//xzWrx4MV27do3EYjHZ2toSAHJ0dKSIiIgqsV9YWEhXrlyhuXPnkq+vLzEMQzwej5o2bUrz58+n69evU2FhIREpBVjxw83JkycrdP2UnEL67WYUdf/1BrnM8aNa8/xpzN4HdCUsieRyBWVnZ9Px48dp5MiR7Gt3dHSkCRMm0JkzZyg/P1/lepcuXSIA9PPPP1fJ609KSqJt27ZRp06dSCAQkEAgoC5dutCOHTvKbdH78ssvacGCBVViPzIykn766SeqW7cuG6n97rvv6MmTJ+U+TL9+/ZqWLVtWJfaDg4NpxowZZGlpSQzDUKdOnejgwYPvvfdWRWCqOO1kyJAhJBQKydTUlGbOnFmhh8aqCDTI5XLy8/NjH5Z8fHxo3759VFRUVOlrVwSpVEq///47eXh4EMMwNHjwYHr69Kna7XLi+l9OQkICzZo1S2v2T58+zTa3aUPE+fn5sc2NAKhp06YUGxurMftHjx6l3bt3s02MJZt6V65cqXYxeeDAAVqxYgUtXLiQvvnmG+rTp08pIefg4EBHjx5Vi/3ff/+d5syZQ1999RV17dqVGjZsSPb29iQQCEr5UbNmTQoODq5S+/v376fJkydT9+7dqU6dOqSnp6cSrX5bVHbo0IFtlq0q+6NHj6bmzZuz0XoAZGJiQi1atKDRo0fTwIEDVXxYvHhxlUXPDxw4QEOHDqU6deqwD5mGhobUqlUrmjJlCv32228UGBhIqamprH0bG5tym0k/lEOHDlH//v3ZJn6GYcjLy4vGjBlDO3fupODgYJVWi+Ljxo8fXyWtGUeOHKFevXqxObxGRkbUrVs3WrFiBd25c6fMP3hXV1dydnaukpaD48ePU5cuXdjvnaurK40fP56OHz/+zoidkZERHTly5J3XLpDI6ExQPI3a84Bc5/mTyxw/6rXxJu25FUVpuUqhfvLkSerQoQMJhUJiGIZatGhBy5Yte6eoJFKKwblz537ciy7B6dOnqU2bNsQwDOnq6lLfvn3p999/r1Caw/379yv9O/D396fmzZsTADI3N6cJEybQjRs3KvTwLJfLK23/woUL1LhxYwJANWrUoMWLF1dpNPZ9XL58mc0pbtiwIf3222+lHqTUybVr16hOnTpslPzChQsabRn8+++/yc3NjXg8Hg0bNozCwsI0Zvtd4pobtLYSHD9+HFevXgURoV27dhg8eLDGfcjMzETDhg3B5/OxZs0ajY8MIZfLMWnSJADA/fv38dVXX+Hw4cPg8TQ3McvEiRORn5/P1h88eABfX18cPXoU7dq1U7v9NWvW4OnTpyrjdQLKgfLnzp2L2NhYbNq0SW32f//9dzx//hz6+vowMDBQPjW/Rf369dGiRQu12D9z5gyeP38OGxsb2NjYwMvLCzY2NggKCsKBAwfY44YMGYKtW7dW+dBjV69eRVhYGGrWrIl+/fqhZs2abHFycoKvry87WcF3332HZcuWVemUtw8ePMCrV6/QqFEjDBs2DHXr1kWdOnVga2vL/h737t2Lo0ePQkdHB3v37q3Se0VwcDDS09PRp08fNGjQAA0bNoSbm1up32B2djYAwMPDA+fPn0fNmjWrxP6LFy9QVFSEiRMnonnz5mjSpAmMjY3LPV4gEOC7777DypUrq+R+FR0dDR6Phx9++AFt27ZF/fr13/v5ent749dff0WNGjUqbT8pKQmGhob45Zdf0KlTJ7i6ulbovKNHj6Jr166lthdK5bjxIhXnnyXhUmgycgtlsDPRxbi2rvhfQwe426iOTZ2RkQELCwvs2rULXbt2hZWVVYXse3p6Yvny5RU69l3k5+fDwcGBfT0fMgpM06ZNK21fJpPB1dUVCxYsQKdOnT5opJOq+J9iGAaenp5YvXo12rVrp9H/PkA5ykv9+vWxY8cONG3aVOMawMTEBE2aNMHhw4dRr149jdoGlGNjt2zZEv7+/mob6eSjKE91f4pF05HrtLQ0Mjc3J1NT0yqNhFWUvLw86tatGxuNqqpI1IeQk5PDNrEWlzVr1mjUh7///rtUhLRhw4Z04MABjfoRGhqq4kONGjXo6NGj7FO8r68vLV++XO1+XLlyhfXBzMyMfv/9d610Kvzhhx/YPNPdu3drrWOjg4MDGRgYqC1yXxE2b95MNjY2dPfuXa35kJ6eTs2aNdNaHn4xf/zxh9ZHktH0CCXvI6dAQqeexNPEPwKozsJz5DLHj+otukCzjj6h2xGpJPsXjSTEwfFvAVzkWj1YWFhg5cqVkEqlFY4WVCUGBgY4e/YskpKSEBAQoPEnZgBYu3YtHB0d8cUXX6BFixZo0aIFXFxcNOrD0aNHASijEP369cP06dPRunVrjT/B37lzB4ByQoQFCxZg2rRp7GD8qampCAwM1EjrRlhYGADloPhbtmyBnZ2d2m2WRVxcHOrXr4/Dhw/D09NTKz4AgKWlJS5cuKDVMZ5r1qyJ+/fva/y3URJDQ0NcuXJFY1Msl8ewYcO0ah+A1t8DAMjIl+ByaDLOP0vCrYg0SOQKWBrqoF9DB3TztkMzV3MI+Zq/p3NwcFQebhKZSqJQKEBEWp8kQltIpVIIhUKt2ZfJZPDx8UGvXr0wefJkrYqXcePGgc/nY/HixaWmbz137hy6d++O69evqz1VZcmSJahduzYGDhyo1Qlkjh8/jp49e6p1tq/3QUTIyclR2yx4HBwVRaEghCbm4PrzFFx/norHsVmQKwiOZnro6mWLrt62aOhsBj43SyoHxycBN0Mjx7+WwsJCyOXyahGJSklJKSWqi1myZAkWLVqE7OxsGBkZlXlMVVEdZgTk4OBQzpZ482Uarj9PwY0XaUjLU/bL8HEwQfvaVujiZQsve2NuFlUOjk+Qd4lrLi2E45NGm1HRtylPWAPK6ac9PT3VLqwBcMKag0NLyOQKhMRn48aLNFx/kYKg2CwoCDDVF6KtuxXa17ZCG3crWBmpb3ptDg4O7cOJaw4ODdCiRQu0bNlS225wcHBUIXIF4VlCNu5GpuNuVDoevspAvkQOhgHqOZpi6ufuaFfbCvUdTbl0Dw6O/xBqFdcMw3QF8CsAPoDfiGjlW/tHAlgDIP7Npk1E9NubfV8BWPBm+09EtE+dvnJwqJN58+Zp2wUODo5KolAQwpJycDcyHfei0nH/VQZyC2UAAFcrA/Rt6IAWtSzQwtUCFoZcdJqD47+K2sQ1wzB8AJsBdAIQB+AhwzCniSj0rUOPENGUt841B/AjgMZQDikW+ObcTHX5y8GhLrKysqCrq1utUlg4ODjeT6FUjqfx2QiIzkRgdCYevs5AllgKAKhhoY+e9ezQ3NUCzV0tYGPM/b45ODiUqDNy3RTASyKKAgCGYQ4D6APgbXFdFl0AXCKijDfnXgLQFcAhNfnKwaE2fv75Z6xduxZZWVnQ0eGiWRwc1ZWU3EI8eiOkA6Iz8TQ+G1K5stN/TUsDdKpjgxa1lGLa3lRPy95ycHBUV9Qprh0AxJaoxwFoVsZx/RmGaQvgBYCZRBRbzrkO6nKUg0OdPHz4ELVr1+aENQdHNaJIJkd4Yi6C47LwKCYLgdGZiMkQAwBEAh7qO5pgdOua8HU2g6+LGZfmwcHBUWG03aHxDIBDRFTEMMx4APsAfP4hF2AYZhyAcQDg7Oxc9R5ycFQCIkJAQAD+97//adsVDo7/LHIFISIlF8Gx2QiOz0JwXDbCEnPYqLSloQ4au5hhRAsXNHIxg5e9MXQE3Kg7HBzVjaKiIgiFQq1MmlfMxYsXUaNGjXceo05xHQ/AqUTdEf90XAQAEFF6iepvAFaXOLf9W+deL8sIEe0AsANQjnNdGYc5OKqaV69eISMjA40blzkUJgcHRxUjVxBepeXjWUI2guOyERyXhafxOSiQygEARjoCeDsoo9L1HU1Rz9EEDqZ63FjTHNWe+Ph42Nvba/W7unnzZjRr1gy+vr5a8aOoqAi+vr7o3bs3hg8fjrp162rch8LCQtSuXfudx6hTXD8E4M4wTE0oxfJgAENLHsAwjB0RJb6p9gYQ9mb9AoDlDMOYval3BsANt8DxyfHw4UMAQJMmTbTsCQfHvw+xRIbwpFyEJuQgNDEHoQk5CE/KQaFUAQDQEfDgZW+MQU2cUN/JBPUcTVHTwgA8bli8CkFE1eKh4/Hjx6hXr55Wx/DfvXs3FAoFBg8eDENDQ634cOzYMfz2228YM2YMhg8fDisrK437IJVK0aRJE3h5eeGrr77C8OHDYWdnpzH7xsbGaNOmDVasWIEVK1agUaNGGD58OIYMGQJbW1uN+NCjRw/UqFEDr1+/LvcYtc7QyDBMdwDroRyKbzcRLWMYZgmAACI6zTDMCihFtQxABoCJRBT+5tzRAL5/c6llRLTnffa4GRo5qhsvX77EqVOnMHXqVIhEIm27w8HxSUJESMopRHhSLsLeiOjQxBy8SstH8V+Ysa4Ade2NUdfO5M3SGO42hhDyP6z5WCaTgWEYrU/GFBgYCDMzM7i6umrNB6lUiiFDhmDQoEHo27cvhEKhVvxYtGgRdu/ejXHjxmHMmDEaFXPFBAQEoEmTJjA0NMTQoUMxduxYjUdv09LSYG9vD6lUCqFQiN69e2P06NHo0qWLxr6v6enpcHBwQFGRcrZRHo+HLl26YOTIkejdu7dGRsUKCQlBvXr1VLbxeDyMGjUKO3fuVOtnUlBQgCdPnmDJkiU4f/48N/05BwcHB0fZpKSkvHOGUU2xd+9eNGrRFnkCY7xIysWLlDy8SMrF8+RcdjxpAHA000NdO2NWRNe1N66y1A6ZTIb27dtj8ODBGDlypNailE+ePEGjRo3Qq1cvTJs2DZ9//rlWosgTJ07Etm3bYG9vj/Hjx2Ps2LEaF7eRkZFwc3MDAAgEAvTp0wcTJ07EZ599prHcWyKCj48Pnj17xm5r0KABxo0bh6FDh8LExETtPigUCvTu3Rv+/v4q2x0cHODn54cGDRqozXZeXh6Cg4MRFBSEFStWIDY2VmV/u3bt8Ndff8HMzKycK3wcRITY2Fg8evQIgYGBePToER49eoSkpCSV4zw9PXH+/Hm4uLhUmW2ZTIZnz57h4cOHePDgAR4+fIinT59CJpNBT08PBQUFnLjm4NA0crkc/v7+aNWqFSwsLLTtjtaRyWQQCLTdh1rJ/fv30bRpU603ea9btw716tVDhw4dtOrLggUL8PjxY8ydOxdt2rRRuz0iQnq+BJEpeYhMzceL5Fy8SM7Fo6gkFNI/0VETPSFq2xjBw9YQtW2M4G5jhDp2xjDRU28EdcKECdi+fTtMTU0xbtw4TJkyBU5OTu8/sQohItSpUwfPnz8HAHh5eWHq1KkYPnw4DAwMNObHrVu3VL4TAoEAAwYMwOTJk9GqVSu1f2+JCPHx8ejQoQNevHihsq9OnTq4cuWK2sR+YWEhwsPDERoaitDQUBw/fpz9PIqpW7cu/Pz8ULNmzSq1nZaWhqdPnyIkJIQtT58+RV5enspxfD4fmzdvxvjx46vELhEhLi4OQUFBePLkCbuMjIwEEcHQ0BAmJiaIj/+nC92gQYOwb9++So+IRUSIiopiBXRxSUtLAwDUqlULvr6+aNSoEQ4dOoSgoCAAQPPmzeHn51ep/1kiwsuXL1kR/fDhQzx+/BgFBQXQ1dVFw4YN0aRJEzRt2hRNmjSBXC5H3bp1OXHNoT7S09NhZGRULdIe4uPj4eCg/VEb4+LiEBkZifbt22Pv3r346quvtObLvn370K5du/f2blY3L1++xPTp07F8+XLUr19fq7707NkTubm5WLJkCdq1a6c1P3bu3Ilx48ahefPmWLhwIbp166YVkf3gwQM0a6YcKbVVq1aYO3cuunfvXumooEyuQEyGGJGp+YhMzXsjppWCOrtAyh6nL+LDw8YI1joyHN7+C6Rp0ZCmRqN9C198N3s2OnXqpNH35cqVK+jYsSNb5/P5GDhwIGbOnKn2/hNEhIyMDERFRWHp0qU4c+aMyn4zMzOcPn0arVu3rnLbMpkMr1+/RkREBFtevHiBixcvljp26dKlmD9/fpV9LgUFBYiIiEB4eDieP3+O8PBwhIeH48WLF6UEJQCYmpri2LFjKp/TxyIWixEeHo5nz56xQjo0NBRRUVFQKBTg8/lwd3eHoaEhSmqMzp074+jRo5WKWovFYoSGhpYS0sWRWRMTE/j4+MDHxwfe3t7IzMzEggXKyasNDQ1x9OhRdOvW7aNsSyQShIaGIigoSEVMZ2RkAFCOwFa/fn00aNAA9evXR/369eHq6opNmzZh+vTpAIBvv/0Wq1at+uB7hUKhQEREhEo0+tGjR8jOzgbDMKhduzYaNWrEiukGDRrA1NSUPb9r1664cOECevTogSNHjnzQA2fxA1uxiH748CECAgKQlZUFPp8Pb29vVkQX55e/nRIVEREBDw+PcsV19QgjcXzSPH/+HAsWLMCff/5Z5U1CH8qgQYMwZMgQTJo0SauRQCJC165dAUCtTXUVISUlBZ6enpg5cybmzZsHY2NjrfhRq1YtBAcHo2HDhhgyZAiWLFmCWrVqacWXzp07Y/r06Wjfvj0+//xzLF68WC1i5X10794dAHDv3j306NEDjRo1woIFC9CnTx+NDjXVuHFj2NjYIDk5Gbdv30avXr3g7e2NOXPmYPDgwe9scSAipOQW4VVaPl6n5eNVunIZlZqP1+n57HB3AGBlpINaVgboWc8OtawMUcvaEFY6CshyUhAfF4fY2FgcCL2EQrFyvOkrly/jyuXLaNu2Lc6fPw89vaqbuEUulyMxMRGvX7/G69evER0dza5HRUWVOvb48eNo27ZtlYhrmUyGmJgYREVFITIyElFRUSrr2dnZZZ4nFAqxYsWKSn1X5XI5YmNjVQR0cYmKioJMpky/MTc3h7u7O9zd3WFlZYXU1FQASkH3xx9/oE+fPh9sm4iQlJTEiueSIjo6OprtQFmjRg3Url0bbdu2xbhx41C7dm2cPn0av/zyCwDAw8MDZ86cgYeHxwfZz8vLQ1hYGEJDQ1WE9OvXr0FEEAgE8PDwgJeXF4YNG4a6deuibt26cHd3h46ODo4fP44vvvgCADBp0iT8+uuvFW6Nk8vlePnyZSkR/fLlSxARRCIR6tSpAx8fH3Ts2BHe3t7w8fGBo6Ojyn/ZX3/9BUCZCuLv71/hQEV6enqpaHRYWBibv+3l5YUGDRqgd+/eaNCgAerVqwdzc/Myr1XcL2H9+vWYNm3ae23LZDKEh4ezAjowMBBPnjxBXl4e+Hw+6tati0aNGqFfv35o1KgR6tev/950LCLCqFGjsH379vf2BUhPT0dAQAArpB88eMA+vHh4eKBJkyZYtGgRmjRpggYNGkBfX/+9r+l992cucv0voLCwEBkZGbC3t9eK/cDAQDRu3Bienp44e/ZslTePfQgDBgzAn3/+ic6dO2P37t1ai2ITEfT19VFYWIgGDRpg+/btaNq0qVZ8uXPnDlq1agUAsLKywtKlSzFmzBitpGiMGDEC+/fvB6BsXh43bhwWLlyosV7eBQUFSE9Px/379zFgwACVfZ06dcLixYvRokWLKrcrFouRkpKC5ORkpKSkqKzv2LEDBQUFKse3bdsWFy5cqHTnICJCTk4OEhISVEpiYmKpbcUdlEoycuRIbNq0Cfr6+kjNK8LrNLGKgH6Vlo/odDE7zB0AiPg8OJnrwdXKEM6mIpjyCiEqzIQiKxGpCTGIjY1VKbm5uey5+vr6UCgUKCwsZLc1aNAAx44dY3NuK4pcLkd8fHwp4VxcYmNjIZUqo+cCgQBOTk6oUaMGatSoARcXF6xevRriNyLf0dERx48fZ6P7FSEnJ0dFMJdcRkdHQy5XvmcGBgZwdXVFrVq1Si2Dg4PZ76mtrS2OHz/O/pbfhUKhQHx8fJkCOjIyEhKJBIBy5IViAf12KdnE7unpiefPn6NWrVo4deoUvLy83mm/qKgIL1++VBHPxes5OTns6/b09ISnpydq167NLt3d3ct8iJo7dy5WrVqFTp064ciRI+8M5GRnZ7MiuqSQjomJAQCIRCLUrl0bdevWhZeXFyui3dzc3inU9u/fj5EjR+KXX37B1KlTywzgEBESExPZNI5iER0aGsp+r11dXdlodHFE2t3dvUIdRo8cOYLly5fD398fjo6OpfYrFApERkaqiOigoCDExcUBACwsLNhIdPHS09Pzg1qeN27cCHt7e/Tv37/UPolEgmfPnqlEo4OCglBQUAChUAgfHx80atSIjUr7+Ph81EPz2bNny2zpy8/Px6NHj1TypIsflh0dHdlodJMmTdC4cWOVaPiHUFhYCD09PS4t5N/M1atXsXHjRpw4cUIr0dqLFy+iS5cuAABra2ucPn36g/6EKktISAh0dHRgZmaGlStXYt26dQCUzadbt27FoEGD1Gr/0aNHKCwsBJ/PB4/HY0ubNm2Qn58PAGAYBuPGjcOKFSuqPLofEBCAjIwMFBUVQSKRoKioSKXk5uZi4cKFKud4e3tj7dq16Ny5c6XtBwYGIiEhAbm5ucjJyUFubm6561FRUaU6ohgYGODKlSsf/Z0JDAzE69evkZGRgYyMDKSnp7Prb9dLira3MTIywoYNGzBy5MgPsv/o0SNERESUKZyL14u/B8Xo6enBxsYG1tbWiIiIQGZmJruvdevWOHDgQIUnxXr8+DFCQ0PLFc0lhbtAIICdnR3s7e3ZZXHZsXsvAsNeQWBqC30rZ3TsNxiGNi6IyRAjJkPMDm8HAAIeA2dzfdSwNIAhiaHISYYiOwn5Sa+RFhOBuFiliC75unR0dODk5ARHR0c4OTmVWUxNTdGxY0dcvXoVAPD1119jw4YN7/zzffr0KfsdKBmFjo2NZaOwQqEQzs7OrHAuFtHFdXt7e5WHzeJIokwmw2effYbDhw+X2+EzNDQU9+/fLyWii/NEAcDe3l5FOJdct7a2Lve+vX//fowYMQLNmzfHn3/+WWYAJTw8HLdv31YR0C9fvmQ/dwMDg3IFtJWVVYX+MxwcHFC3bl0cOXKkVDTzxYsXuHHjhoqILk6nAJSpBcXiuaSQ/tDxmovF7Lp161Q+q8jISFy9elUlnaNYSOrq6sLT05MVz8VC2tXV9aOCC4cPH4aRkRF69OjBbnv16hUuXbqkEo0uTquwsrIqJaK9vLwq1Uk2NDQUjo6ObAtkdHQ0zp8/z4ro4OBg5Ofng2EYuLu7lxLSVTFOdnG0G1CmQPr7+7PpHSEhIZBIJNDV1UX9+vVZId2oUSN4e3tXefpoQkICTp06xUalQ0NDoVAoYG5uzoro4hSPqg7iMAzDiWt1kJubi+3bt4OIMG7cOI30Fn4bqVSK+vXrIywsDMeOHSsVjVM3RARLS0v2ZgIob2gHDhzQ2KyEzs7OpXoul2TIkCHYtGlTuU1claVu3boICwt7/4FQpkbcv3+/Sjs4Nm7cGIGBgWydx+NBR0cHIpEIOjo60NHRKfX+mJqaYs2aNRgzZkylb7Rt27bFzZs3wePxYGRkBCMjIxgbG5e5HhYWhitXrrDnOjo64rfffmMfzj6G4tw7Q0NDmJubw8LCAubm5mwpq66vrw9fX1/2Gq1atcL+/fs/qtXlf//7H06ePAkLCwtYW1vD2tqaFc7lrRsYGLDve4MGDRAUFAQej4cffvgB8+fP/6A//uHDh+Pw4cOwtbVlhfLbwtne3h4mFtYo4usjMacICVmFiM8SIyGrELFvxHNKrmrk2kDEh5O5PpzfFCdzfbhY6KOmpQEcTPUgeDPE3bhx47B37144ODiwIrksAW1paVmh75qPjw8iIyOxZcuWCj3ozJgxA1u3boWLi0uZwrlGjRqws7P7oKHKcnJyYGJigu+++w7Lli175+fx/fffY926dahZs2aZ0ecaNWpUqJm5LDZu3IiQkBBs3Lix3M5iP/30E5YtWwY3NzdWNHt4eLDrtra2lf6NL1y4ED/++GOZ78O6deuwYMEC1K5du5SI9vDwqLLOlxEREXB3dy+1fdu2bZg1axbq1KnDiujiUrNmzSodoq6scb/37duHSZMmwcvLq5SQtrGxqTLb5XH8+HGMHDkS9erVUxHRPj4+Gun4evbsWQwcOBANGjRg86MbNWqEOnXqaKR19Pr16+jZsyd8fX1VotI1a9ZUe7CRE9dqZOTIkZBKpThw4IBG7Rbz999/o0OHDpDL5bCxsUFoaKjaRGRZEBEmTJiAHTt2qGy3tbXF9evX3zuLUVVQHLXMzMzE4sWLcfPmTXafjo4OJk2ahLlz56ptqLGkpCRIJBIoFAq2yGQy/O9//1MR3SNGjMDKlSurvGd7eno6GIZhhfTbN7TMzEyV78QXX3yBDRs2VNlTfGZmJkQiEfT19d97M5szZw5Wr1ZOxDp69GisW7eu0g+lOTk50NXV/aCIyPPnz+Hp6QmBQIDFixdjzpw5H/0nnJubCz09vY/+I7G0tIS+vj4OHDjwUSN15OfnQyTSQUaBDHGZBUjI+qfEZxUi/s16yQ6EAMDnMbA11oWTuR6czfVx4vcdqONsjfnTx8PdzgzmBqIK/TmJxWLo6upWWY54mzZtsGXLFvj4+FTo+IKCAujo6FRpjnpSUhJu375dZrO3JuwXk5yc/F6BVlhYCJFIpLXpoLU9HbVEIoFAIPjP2pdKpWyrqTbQ9rjwxelV2rDPiWs1kpycDLlcrrV85wsXLkChUMDKygpWVlaws7PT6KgdcrkcNWrUQFxcHHg8Hrp3747Ro0ejZ8+eGp9wgIhQo0YNxMTEQCAQYOzYsZg/f75W8q7lcjlMTEyQn5+PRo0aYePGjWjZsqXG/QD+GUrL0dERW7ZsQa9evbTiB6CM8t67dw87d+5UaVrVNOfPn8eMGTNw4MABlQi2pikoKMCXX36JnTt3vjNdKL9IhsRspVhmhXNmgVI4ZxcgKbtQpeMgABjpCuBgqgcHUz3Ys0VXuc1MD9ZGuuCXmKnwzJkzWv1uFJOXl6e1saU5ODg4Ksq7xDU3Wkgl0USzz7uoTHN6MXGZ4o+egOHSpUvQ1dXF8uXL8dVXX2ntIQNQDvUWFxeHUaNGYeHChVrtWLl69WowDIMdO3Zg9OjRWp3tLTQ0FFOmTMGyZcu0NlJIMU2bNsWuXbu0PqqMu7s7Hj169NHN9VWFnOFjzda9eJFZhOSYBKTkFCIltwjJOYVIzilESo5yPV8iVzmvOOpsb6qLRs5mrHh2fLO0M9WFse6HPdxWB2ENgBPWHBwcnzxc5Po/Tn6RDA2WXISFgQ5auVmitbsFWrlZwtqoYqMUpKamVjiXUt2EhISwvcC1jY+PDywsLHD9+nVtuwKxWKx1Eflfo1AqVwrj3BIiOfcfsZz8RkSXnHWwGB0BDzbGurAx1oG1kS6sjXVgY6wLW2NdOJgpxbONkQ6b88zBwcHBoXm4yDVHuTAMsLSPN26+TMPV8GT8+UjZy7q2jRF8a5ihkbMZGjqbwtXSoEwBbWVlpWmXy6WiOZrqpnhWr9mzZ2vbFQDghHUVoFAQsgukSM8vQlqeBOl5khLrRWw9PU+CtLwi5JQhmkV8HiuUa9saoY27lbJupKsipo31BNXiYZWDg4OD4+PgxPV/HH2RAIObOmNwU2coFITQxBzcjEjDncg0nAlKwMH7ynFBTfWFaOBkCh8HE3jaGqOOnRFcLAxUcjY5lAQFBUEmk6Fx4zIfaDmqAQoFIbdQhkyxBJnit8WyqlBOz5cgI18CuaJ0Kx/DAOb6IlgYimBhoIO69sawMBDB2lgX1kY6b0SzUjib6Ak50czBwcHxH4AT1xwsPB4DbwcTeDuYYGL7WlAoCJGpeXgUk4nHMVl4HJOFmxFprMjQFfJQ28YInrbGcLUyQE1LZXG20IeOQHs5xtqmODVJ3dMkcyg7sRZI5cgUS5GZL0F2gfSNYJYiK1+CrDf1LLEUWW+WmWLlcWVoZQCAoY7gjVgWwclcHw2dTWFhoKPcZqgDSwPl0sJQBDN9EfeAycHBwcGhAieuOcqFx2PgbmMEdxsjDGqinNCiUCrHy5Q8hCXmIDwpF+FJObgcloz0AAl7HsMADqZ6SqFtrg/7EiMW2JnowtZEF8J/cb7oq1evYGNjU+bsWRylKZLJkVsoQ06BVLkslJZbz3lTzxb/I5olckW519YX8WGmL4KpvhCm+kLYmerBTF8IUz3lNjN9EcwMhLA01FEKZgMRdIX/3QdDDg4ODo7Kw3Vo5KgSssVSlSmRX6Xl43V6PmIyxMgSq46vyzCAjZFSZFsa6sDKSARLQ50SRQRLIx1YGujASFcA3icYGczPz9fIAP7aQipXQFwkR55Ehvyi4iJHfnFdIlfdXiRDnqRswVwkK18cAwCPUUaTjfWEMNIVwkhX8I9ANlAKZFM9IUz1Rcrtb5Ym+sL/dAsKBwcHB4f64Do0cqgdE30hGuibooGTaal9YokMCW/G5y0eqzcxqwCJ2YWIyxTjSWwmMvIlZTbTMwxgpCOAib4QJnpKQWWiJ4SxnrJupCuAgYgPfR0BDEQC6OvwlUsRHwY6/+zTEfAg4DEay3nVhrCWyRWQyBWQyghFcjkkMgWkcoJEpkChVI6CN6WoeF3yz/ZCqRwFEjkKZf9sL3mO+C3hLHmPIC6GYQADkQAGOsrPw1hX+dk5mOkp13WLRbNyn1EZdQPRp/mAxcHBwcHx34QT1xxqR18kgJu1Idysyx+/Vq4gZOS/6UD2piNZWl4RcgqkyH6rJGYXILtAGfV8V0rA2/AYQCTgQUfAf7PkQSTgQcTnQUfIhw5fWefzGPB5DHgMA0HxOk+5XryNx2PA5wG8t8R6/IunuHVsOzqOmg1zO2cQVJ8YiAAFAXKFAnKFcilTEBREkMkJcgVBTm+WCoJM8c+6UiwrBXTxepHsn/XycogrAsMAekI+dIX8N0seu24gEsDKUAeGOm8eXnQEMBQJoK8jgKFO8UOMAAY6yocaQx3luoGO8nyuEx8HBwcHx38JTlxzVAv4PAZWRjqwMtKp8DlEhCKZAuI3KQhiiTK6Ki6SQyz5p55fJEOR9I0QlStQJJUrl7J/xKlyqTxP/pb4lSsICgJkCgUUCrCiV0HKUlI6pty5hoSH1yH6bCKEaYkAgLelJY/HgM8oRbuA/896cRGUEPN8HgOhkAcew0BHwIOQ/88DgbD4waDk9hLrOnwehAIGIr5SLOsJ+dAV8aEr4ENPpBS+ekI+dITKa3AimIODg4ODo/Jw4prjk4VhGOi+ibaaG2huyvd3MXToXtxyckLIqoHadoWDg4ODg6NaIJPJIBBoX3KGhITA29tb7cGkf++QDRwcWuDhw4fc+NYcHBwcWkQsFmvbBQDA7du3IZfLteoDEWHRokVISEjQqh9Pnz5F9+7dcefOHa36sW3bNjRr1gynTp2CQlHxtNIPhRPXHBxVRGZmJl6+fMmNb83B8R8gPT1d2y4AABITE3H//n1tuwEAmDNnDp49e6ZtNzB9+nTMmTMHqampWvXj4MGD8PHxwaFDh7QmshmGQVhYGFxdXTF58mTExMRoxY/69esjKCgIrVq1QocOHXDt2jVoY7S6Xr164eHDh+jbty/q16+vts+GE9ccHFVEWloaWrRogRYtWmjbFY6PRCYrPW25toiKitK2CwCUka89e/ZAIpG8/2A18+LFC0yePBmJiYnadgVbtmxB//79tS4mLSws0LFjR/Ts2ROPHj3Sqi/Z2dnw8fHBkCFDEBYWpjU/2rRpg9WrV6NGjRpaFdndunVDWFgYhg4dCm9vbxw4cEArIrt79+4oKirCli1b4ObmhvHjx+PVq1ca9YFhGPTo0QMAcPXqVXz++edo06YNzp8/rzGRLZFIUKtWLTY95enTpxg6dCg8PT2xa9cuSKXS91yh4nDjXHNUCYWFheDz+RAKhdp2BUD1G2c6NjYWTk5O2nYDAPDo0SM4OTnByspK264gKysLW7ZswcyZM6Gnp6dtd/C///0PI0aMQJ8+fbTewbNHjx6wsLDAkiVLUKNGDa368vnnnyM6OhpLly7F4MGDweNpJy5DRLCzs0NOTg6mTp2K7777DhYWFlrx5c6dO2jVqhUYhsHQoUOxaNEiuLm5acWXXr16wc/PDwDQr18/LF68GD4+Phr348SJE+jfvz8AsO/LDz/8AA8PD436kZSUBDs7O7aur6+PKVOm4Ntvv9XIfa+wsBCpqamIjo5G27ZtVcSjh4cH5s+fj2HDhoHPr9px+GUyGdLS0pCamoqUlBSkpKQgNTUV4eHh2Lp1q8qxfD4fCxYswKJFiyptl4iQk5ODlJQUJCcnIzk5ucz1ly9fIjk5WeVcfX19+Pn54bPPPvso28WvOSkpiS3JycllrmdmZpZ5DaFQiNWrV2P69OkfdN9/1zjXnLjmqBLS09PRs2dPHDx4EDVr1tS2O9i0aRMiIiKwbNkyGBqWPwRgVUJE5f4wW7ZsiS5duuC7777Tuoi8cOECBg0ahB9//BGTJ0+GSKTdzqCurq6QyWRYuXKlVoUbAIwfPx47duxA69atsWbNGjRv3lxrvqxcuRLz5s2DSCTC5MmT8f3338PS0lIrvvz0009YuHAhAGXz7vLly9GtWzetPIAMHToUhw4dAgAYGxvj22+/xYwZM2BkZKRRP6RSKSwsLJCbmwtAKVZGjRqFhQsXwtnZWa22i4qKkJmZiYyMDGRmZmLXrl3Ys2cPu59hGAwcOBCLFy9G7dq1q8yuTCZDVlYW0tPTkZGRUWoZHR2N/fv3q5zD4/Ewd+5cLFu27KPtEhHEYjHS0tKQnp6usixrW3p6OmJjY0tdp2/fvjh+/PgHiVoiQlZWFitai5flraelpSEvL6/c6+np6WH9+vUYO3bse38/CoUCGRkZrEguuSxr/e1UJYZhYGFhASsrq1ItCQMGDMCOHTtgZmZWru309PR3iuWS60VFRSrnm5iYwMbGBjY2NrC2toaNjQ1SUlJw/Phx9pj69evj8OHD8PT0LPN1v0soF6+npqaqPLyIRCLY2trC1tYWNjY2Za6PGTMGz58/BwC4ubnh8OHD8PX1BaD8vDMzM5GUlITExES2lFXPzs7mxPW/mevXr8PJyQm1atXSmg9EBAMDAwiFQmzbtg1DhgzRmi8AcOXKFXTs2BHOzs7Yvn07unbtqnabHh4eGDhwIH766adS+77++mvs2rULrq6u2LBhA9s8pg0yMzNhbm4OAKhduzZ++eUXdOvWTWv+fPnll/jjjz8AAE2aNMG6devQunVrrfhy4MABDB8+nK1/8cUXWLFihUZ/W0SEoqIiXL16VeV7YmxsjDlz5mD69OlqaZWRy+XIzc1Fbm4ucnJyVJZ3797F2rVrVY5v3bo1Vq5ciVatWlXKLhEhLy8P2dnZZZacnByVemBgIEJDQ1WuYWlpib/++uuDvzdyuRzZ2dnIyspCZmYmsrKySpV3bS+r41zbtm1x/vz59z5EFwvVkiK5vPW3txUUFLz3tbVs2RL79++Hq6trqX0KhQLZ2dnliuTylllZWaWuJRQKYWFhAXNzc5ibm+PWrVsq+wcMGIDt27ez9xwiQn5+frnCuDyxXFhYqHJdhmFgbm4OS0tLWFpawsLCQmW5Zs0apKWlAVAKrpUrV2L69OmQyWRIT0+vsFBOS0srlS6mr68PKysrWFpaqizLWv/888/ZzoQNGjTA9u3bYWpq+k6RXLyelpZWqtOdmZkZrKysYG1tDWtr63euW1hYgM/nq9zzdXV1MXv2bDRv3py1UyyUS4rl1NRUFds8Hg+WlpYqYrm8dWtra+joqA6rS0RYv349vvnmGwBA165d0bFjR1bAlxTNycnJKu85n8+HtbV1mUL57bqJiUmZDy0ymQwpKSlITExEx44dkZWVhXr16qFJkyZIT09nxXNSUpLKgwKfz4eNjQ3s7OxgZ2cHW1tbdn3SpEmcuP43s2PHDixduhTXr1/XisAuHmLHw8MDERERAICRI0di48aNGokai8ViiEQilWF+3m4WHDZsGNavX6+WyF9eXh6SkpLg7u6OZcuWYerUqSo/boZhsHPnTsycOZPd1rt3b6xfv75Kovy5ubkoKiqCTCZji1QqVam/vW/o0KEqzXPdu3fHunXrPirKlZOTA7FYjMLCQhQVFaGoqIhdr8i2v//+G9evX1e55oABA7Bq1aoyhUFZ9nNzcyEWi1FQUACxWFyqlLW9rG1paWmlIjxCoRC//PILJk+eXK797Oxs5OXlIT8/H3l5eSrl7W3vq+fl5b2zF/vSpUuxYMECtp6bm4vMzEwVMVyWQH7f8l0jLIhEolI517Vr18a+ffvg5eWF9PT094ri8oRzTk5Oua/XyMgIJiYmKiU1NRUl7/MGBgZYsGABunTpwgrldwnjktuKo85vY2BgAFNT01LFzMxMpb58+XI2N57P52PEiBHo3LkzcnJy3imOMzMzkZOTU8ouwzAwMzNji7m5ean1t7fp6urixIkTmDdvHgClCOrRowd8fX1Ze2+L5MzMzFLvOZ/PZwVysViuyJJhGFYIRkVFYfDgwex3plWrVrC0tCwlmt/+LvF4vFLi+O3l29tMTU3B5/NRUFCAxMREFXGcmpqK77//HjKZDEZGRqhZsybEYjFSU1ORnZ1d6n03Nzd/r0guua6vr8+eW1hYiISEhDKjy8nJyTh48CAAwNDQEEVFRaXyeo2MjFSE8bvEsqWlZamWxmL774oqx8TE4PXr16Vet0gkqpBYtrGxYYX62xQVFSE+Pv69KRnJycmlHpCsrKzKjS6XrFtYWJTboimRSBAXF/feKHNKSkqpCLeTk5OKWH5bPNvZ2ZX7ugEuLUSt3L17FwqFotLRm49FoVCgYcOGCA4OhqOjo1YEtp2dHStUSt443N3dcfjwYTRq1Eit9mvUqIHo6Gjw+Xzo6upCV1cXOjo6pYYesrS0xPr16zF06NAqbc6uW7fuR3Xe0dXVxdGjR9GrV69K2ff19a2SjkyfffYZ/Pz8VP44KkLr1q1x+/bt9x7H4/Ggo6PDfj7F63l5eYiPj1c5tlevXtiyZQscHR3fe93OnTvj0qVL5e7X0dGBvr4+9PX1oaenx66XtS0vL0+lWZvP52POnDlYuHAhdHV1y7x+nz59cPr06TL3GRgYwNDQEIaGhirr79pWvD0/Px/Dhg1jr1WzZk3s2rWrVG7ikCFDcPjw4VK2dXV1YWxsDCMjow9evr3+6NEjNkWGYRh88803WLp0KfT09DB69GiVlARA+VkbGxuXEsYly/v2GxkZlfmHunz5csyfPx8A0L59ezg5OZVKRdDV1X2vMC5vm4mJSYVTpezs7JCUlFRqu5GRUbni+F1C2djY+IPTon788UcsWbKErRcL9A8VyeW93+9j1apVmDt3rso2oVCIGjVqwNbWttzIcsl1ExOTj04H27hxI6ZNm8bWRSIRLCwskJiYCCcnJzRv3hy2trblCmZzc/NKjb/822+/YezYsWxdV1cXNjY2sLKygrGxMe7evYuePXuiadOmZQrm8u4rFeXgwYMq94lisV5SIOfk5CA5ORlff/01HB0d2e3lRXk/hJMnT6Jfv35s3dTUtNyUjODgYHTt2hU+Pj6wsrKqkj5aFy9eRJcuXdi6hYXFOwWzkZERiAiNGjWq9GvnxLUaOX/+PCQSCXr37q1Ru8UoFAp4enqyEePPP/8c58+f12jHwpMnTyIhIYFtciuGx+Nh1KhR2Lp1q1r9uXz5MrKzs1FYWMhGRVNTU0t11KhXrx7Wrl2Ljh07Vqn9GzduYMeOHTh48CCOHTumcrMs/n1duHABmzZtYrfb2NhgzZo1GD58eKV/4Hfv3oVYLIZAIChVhEJhmdtbtGjBRtzMzMywevVqjB49+qP+4B4+fIj8/HxWNL8tnouX5f2BLVmyBD/++CMA5fuyceNGDBgwoMLvy+PHj5GXl1emYNbT0/ug/Ep/f3/07NkTgDIfcM+ePWjYsOE7zwkODkZubm4pwayvr1+p/PHr16+zQnrKlClYsWJFmS1Bz549Q3Z2topANjQ0rNLf3B9//IEvv/wSbm5u2Lt3r0owITw8HJmZmSrC2MDAQG352KNHj8ahQ4ewcuVKTJ06FZGRkUhPT1cRyJUVLBUhPz8fRkZGGDVqFEaMGAE7OztWrGvy/vv69WvMmDEDJiYmWL58OWxtbau8o9y7iI2NRUJCAiwtLXH//n28evUKc+fO1ZgPCQkJiI2NZQWzkZERXr9+jfDwcI2kuyUlJSE6OpoVyyW/+6mpqWAYRq19JYpbDIoFdVnpSBKJRG19azIyMvDy5UvY2trC2tpaI7+9kmRnZyM8PBx2dnawsbEplY6iTt4lrkFEaisAugJ4DuAlgLll7P8GQCiAYABXALiU2CcH8ORNOV0Re76+vvRf49y5c9SmTRtavXo1hYeHa82PwMBAAkAASCAQ0OjRoykiIkJr/ly8eJH1x87Ojnbt2kUymUxt9nr06EF169Ytd//06dMJAPH5fJoxYwZlZWWpzZf3kZeXRwzDEAAaPnw4JScna80XIqKBAwcSABozZgxlZGRo1Zc1a9aQSCSin376iSQSiVZ92bZtG7m6utK1a9e06gcR0aJFi2jatGmUl5enbVdo1qxZFBYWpm03KCEhoVp8NkRE0dHR2naBiIjkcrm2XeDg0BgAAqgcPaq2uSgZhuED2AygE4A4AA8ZhjlNRCV7ojwG0JiIxAzDTASwGsCgN/sKiKiBuvz7t9CpUyeNdNZ7H/7+/hAKhRg9ejTmzp2r9aHDbt26BT09PcyePRuzZ89We+53t27d3pknGxgYiLZt22LTpk1aGSKrJE+fPoWbmxu2bt2KDh06aNUXQJkzeOXKFXz++efadgXGxsZ4/Pgx6tatq21X0KBBAwQHB1eLISWnTp3KdojSNmvWrNH6MIkA2Gbm6oC6RyepKNoc6YeDozqhtrQQhmFaAFhERF3e1OcBABGtKOf4hgA2EVGrN/U8IvogRfRf7dBYHdi7dy86duxYoRxZTbBnzx507twZDg4O2nYFAHDq1Cn07t27WoiChIQEtiNUdUCdTZYcHBwcHBzqQCs51wzDDADQlYi+flP/EkAzIppSzvGbACQR0U9v6jIoU0JkAFYS0cn32eTENYc2SElJYYcp4uDg4ODg4Pj38y5xXS3acBiGGQ6gMYA1JTa7vHF6KID1DMOUOQQGwzDjGIYJYBgmQFtTnHL8t1m/fj3s7e1LDaLPwcHBwcHB8d9DneI6HkDJ+Z4d32xTgWGYjgDmA+hNRKw6IaL4N8soANcBlNlln4h2EFFjImpcHaZz5vjv8fDhQ3h7e2u0lzIHBwcHBwdH9USd4vohAHeGYWoyDCMCMBiAymCwb/Kst0MprFNKbDdjGEbnzbolgFZQjirCwVGtICIEBASgSZMm2naFg4ODg4ODoxqgttFCiEjGMMwUABcA8AHsJqJnDMMsgXL4ktNQpoEYAjj2pqNXDBH1BlAHwHaGYRRQPgCsfGuUEQ6OakFkZCSysrLQuHHZQ11ycHBwcHBw/LdQm7gGACI6C+DsW9t+KLFe5mweRHQHgHbHK+PgqAAPHz4EAE5cc3BwcHBwcACoJh0aOTg+VVq3bo2dO3fC29tb265wcHBwcHBwVAPUGrnm4Pi34+TkhK+//lrbbnBwcHBwcHBUE7jINQfHRyKXy/H7778jPr7UIDgcHBwcHBwc/1E4cc3B8ZGEh4fjq6++wpUrV7TtCgcHBwcHB0c1gRPXHBwfSfFsoNwwfBwcHBwc/ybUNXv3x1BdJmhLSkqq8PvCiWsOjo/k4cOHMDQ0hIeHh7Zd4eDgeINCodC2Cyz5+fnVRqQoFArExMRo2w2WW7duVZv3Zv/+/SgsLNS2G5BIJFi4cCGys7O17QouX76MH3/8EXl5edp2BV9++SV27twJmUymVT8uX76Mdu3a4f79++89lhPXHFWKXC7XtgsqyOVytd3AAwIC4OvrCz6f/0Hn5efnq8WfjyUrK6ta/LEUI5PJ8OzZM227wUJE8PPzqzZCoKCgAFu2bNH6H00x9+/fx4YNGyCVSrXtCgBg3rx5OHDgQLUQ2a9evULbtm3ZVi5twuPx0Lt3b8yfPx+5ubnadge//PIL2rdvXy3eG39/f3h6euLQoUNa/Z2LRCJcuHAB7u7uWv+NN2jQAEuWLIGbmxt27typ1f92Nzc3jBs3DvXr18fZs2e19hm1adMGN2/eRPPmzTF48OB3H0xE/5ri6+tL/0WKioq07QLLvHnz6MiRI6RQKLTtChEp35uOHTvS06dPq/S6EomEdHR0aNasWR987vLly2nmzJmUnZ1dpT59LLGxsVSrVi06ffp0tfnc3NzcaNq0aZSRkaFtV4iIqGnTpvTZZ59RUFCQtl0hIiIPDw/y8vKiixcvatsVysjIIADk6elJZ8+e1bY7tGHDBgJAzZo1ozt37mjVF7lcTsbGxgSAvvzyS4qNjdWqP6NGjSIAZG1tTTt27CCZTKY1X9auXUsA2PcmJiZGa75s3LiR9aVp06Z069Ytrfkyc+ZM1hdPT086c+aM1u7LtWvXZn3x9vamc+fOacUXf39/1g8A1KFDB3r06JHG/VAoFOTo6FjSlwAqR48yVE2iMVVB48aNqTo8BWuaefPmoXHjxujfv7+2XcG6deswa9Ys9O7dG1u2bIGDg4O2XUKDBg3w7NkzfPvtt1i4cCH09fWr5LrF+Vd2dnYfdN7Zs2fRo0cP2Nra4ueff8bQoUPxZoZSrUBEcHBwQGJiIrp164b169drPdVl0KBBOHr0KCwtLbFs2TKMGTPmg1sIqpLp06djw4YN4PF4GDduHJYuXQpLS0ut+TNy5Ejs27cPANCrVy+sXbsW7u7uWvOnTp06CA8PBwB07doVa9euRd26dbXiS2BgoMqkToMHD8bKlSvh4uKiFX+6du2KCxcuAAD09PQwe/ZsfPfddzAwMNCYDwqFAhKJBDt37sS0adPY7T4+Pli7di06deqkFrtyuRxFRUVsKSwsZJcPHjzAuHHj2GN1dXXx7bff4rvvvoORkVGl7CoUCtZOSZtvl+LtISEhWLZsmco1+vfvj1WrVqFWrVoVtktEkEqlKCgoKNNeRbY/fPgQ586dU7nuZ599hnXr1qFBgwbvfM3F1yq+XmWWBQUFuH37NpKTk1XsdOrUCb///jtsbW3ZbSVfc/G5ZZWP3Z+Tk4PXr1+r+MEwDJYuXYrZs2erHCsWi0udX5Xb3tLMgURU5gxynLj+F7BkyRL8+OOPmDx5Mn7++Wfo6upqzZfz58+jW7duAABjY2OsWbMGX3/9NXg87WUgjRo1Cnv37gUAuLi4YOPGjejVq5fW/ElOTla5MbVt2xabN2/W2kQ0RIQ+ffrgzJkzAAChUIhvvvkGCxYsgKGhYZXZUSgUkMvlkMvlkMlk7HpZ9e3bt2P16tXsuQ0bNsSGDRvQunXrD35tCoUCMpmMLVKpVKVeke3nzp3D+vXr2euamppi0aJFmDRpEoRCYbm2S15XKpVWSZHJZLh06RJOnz7N2hIKhZg2bRoWLFgAU1NTAEphI5FIIJVKy1xW5T5/f3+VPz8ej4fx48dj7ty5MDQ0ZM8rLkVFRaW2lVc+9FixWIwbN26ofBY6OjqYPHkyRo8eXeq6xcKvKreVFG6ZmZml0q6srKywdu1amJubq4jPqijFtkuW96UXTJgwAQ0bNlTx++1rVWTb26L1Q1MJGIZB165d0ahRo3KF8Pu2FRYWfnCKEo/HK5VGpKuri5YtW8LOzq5cYVzWtg/RVAKBAEKhEAKBAHw+H3w+H1KpFDk5OSrHWVpasg/P5QliiUTywXZL2hYIBODxeGAYhi1paWkQi8Uq51lbW0MgEKgIzop+zjweDzo6OqVs8/l88Hg81n4xxfdviUSCxMRElWuJRCLIZLIKp3+JRCKIRCLo6OhAIBCwpaTtkigUChCRyn+UVCpFZmZmydfLiWt1sWPHDkilUkyePFmjdkvSsmVL3L17F4BShBw5ckSjUazmzZsjNzcXenp6kMvlePLkicr+9u3bY+fOnXBzc1OL/TZt2iAhIYH9kRb/WIrXExMTkZCQoHJOnz59sHHjRjg5OX2UzR07dkAul2PixIno2LEjIiIiSh3zrt9WbGysSp3P5+Pbb7/FihUrPjiK3bNnTwQFBUGhUHxUKQ8nJyfcvHnzvRG/AQMG4O7du+8VzpWFz+fj3LlzpaJsw4cPx9WrV8sVy+rCyMgIf/zxB06fPg1/f/8yRXBVUfLPSCgUlvkHzOfzoaury772yuYcF9sSiUSlliXX4+LikJSUVGU5znw+Hzo6OqydskrJ/VFRUYiJiVH5M/zY/7WS1y65fNe2iIgIPH/+HHK5nH2A/Bj7xdf80BIeHo4nT56o/OY+1H7J6+nq6pa5LG9faGgo7ty5w/7WP/Z7LxAIYGFhASMjI+jq6qrYeLuU3B4WFoZLly5BLpd/8O+OYRjo6elBKBSqdCI0NzeHm5sbjI2Ny7Svp6enYv/UqVMfdc8pfh16enrsNfPy8tj/B6FQiAYNGqB27drs/reXz58/x8GDBz/4vsPn81WuVVZ58OAB0tLSAAC1a9dG586dYW5urnLMixcvsHPnTvahtaL3eh0dHejp6UFfX7+U3be3paen4+TJkwAAe3t7DBs2DB4eHtDT00NUVBR++eUX9oGvIvZ5PB5r413Lsrb99NNPyMvLg7W1NVJSUsoV19wMjZWkdevWWu/EVzK6GBkZiePHj2Pu3LkaSzX44osvkJWVhYKCAkRGRpYS1/Hx8Xj+/LnaxPWQIUOQmZmpEhkt+Ud37do1FXHN5/Ph6upaqabHrVu3wsrKChMnTsTgwYORkZFR5nFlfQYymQzff/+9yrYOHTpg1KhRH/WZDRw4EO3bt2efvj+mbNy4Ebdu3WKv6evri23btlWoKb1///5o0aIFG/0o+ZBT1rb31fl8Po4dO4aff/6ZtdGsWTNs27atzGbRvn37olGjRqz4fLtUxfajR49i4sSJrM0BAwZg/fr1cHBwABHBy8uLFcAlS8kI0ccWPp9f6nuxYsUK9jskEonQpUsXdOzYkRUK5Qnhiu4TCoUVbm26ePEipkyZwj5gurm5Yfz48ahVq1aFxHHJUvx6P4SrV68iODiYvWZaWhrmzp0LQPkANHnyZPTo0QO6urrvFM1CofCjfn83b95EYGBgueJ33rx5ePToEQQCASZMmIBJkybByMhIRaR+rG0AuHv3Lu7fv1+uKC4pjvfv3481a9aAz+djxowZWLhwIYyNjSv1XxEQEIDbt2+XK4bL23bmzBmMHDkSenp6+OmnnzBt2jQIBB8uSZ48eYJ27dq9UwCXt10gEIBhGOzevRtjxoyBs7Mztm/fjq5du1bY/rNnz9C4ceMyhe+7ljo6OmX+xqZOnYpNmzZh8ODB+PXXX2Ftbf1O+8+fP2fFd1mlPPFcXotbMUQEKysrODk5Yfv27WyL9NtERUXBwcGhTFFcnnDW1dX9oNbszZs349y5c1i8eDFmzZql8j2JiYmBkZHRe0VxyaVIJPqo73xaWhq+//57fPvtt1i8ePG7U7vKS8b+FMt/sUOjQqGgWrVqkbW1NS1fvpyysrK06s/mzZvZZH8LCwvauHEjSSQSrfrUs2dP1qeOHTvSs2fPKnU9sVhMAoGAvv/++486PyQkhPXHycmJjh8/rvWOhA0bNiQAZGJiQps3b9ZqRycionHjxhEAMjU1pW3btpFcLteqP9988w0BIBcXF/Lz89OqL0REgwcPJgDUrVs3evXqlVZ9USgUZGlpScbGxrR161atf1ZHjhwhADRixAhKTU3Vqi9ERDY2NtSmTRsKCwvTtiv05ZdfUtOmTSk4OFjbrtD8+fOpU6dOFBkZqW1XaPbs2TR9+nTKzc3Vtis0YsQIOnPmjLbdoNTUVJoyZQrl5ORo2xX6448/6Pnz59p2g169ekUPHjxg63hHh0atC+KqLP9FcZ2cnEybNm0isVisbVeIiGjIkCEkEonou+++o8zMTG27QwqFgqytralGjRr0119/VYmIvXv3LgGgEydOfNT5e/fuJaFQSPPmzaO8vLxK+1NZioqKSCQS0ZdffklJSUnadoeIiJo1a0bDhw+vNv507dqVvvvuu2rxeRERff7559VmVJ7ExEQaMGAAxcfHa9sVIlL+vi5duqRtN4iIKDc3l7Zv3671B45izp8/r/UH52KePXtWLb6/RFQtHsKK0XYwqpjq8tlUZ94lrrmca44qZe7cuZgwYQJq1KihbVcAKDsP7ty5E7NmzYKenl6VXHPTpk2YOnUqYmNj4ejo+MHn//nnn/D29kbt2rWrxJ/KkpSUhPDwcLRv317brrDcu3cPzZs317YbLNHR0VobbaIscnNzKz2iQlUhl8u1OpILBwcHhzZgGIbr0MjBUVX88MMP2LdvH16/fq3VIfQ4ODg4ODg4tAMnrjk4qhguWsfBwcHBwfHf5V3impv+nIPjI+CENQcHBwcHB0dZcOKag+MDuHPnDtq1a8fORsfBwcHBwcHBURJOXHNwfAB3797FjRs3YGFhoW1XODg4/t/enUdHWd57AP9+JwlkIwGRIrKjGCBElKUI0koXWqRUPbYeWaRysYd6QCBgteKlerH13HuVIkepVz2AKCLW0usCtPX2CmpVqAmLS9hTxBABF5Igkpjtd/+YN3MnySQk5p08E/h+zsnJvNs838w7yy/P+7zviIjEIBXXIs2Qk5OD3r17o0uXLq6jiIiISAxScS3SDLm5uRg+POL5CyIiIiIqrkWa6sSJE8jPz1dxLSIiIg1ScS3SRMXFxZgwYQLGjBnjOoqIiIjEqHjXAUTain79+mHTpk2uY4iIiEgMU8+1SBN99dVXriOIiIhIjFNxLdJE/fv3x+233+46hoiIiMQwFdfiOzNzHSGiluQ6duwYCgoK0LNnTx8TxeZjZWYxmyuWxFoeQJmaIhbzxGKmWBJLeWJtf8VSFiC28rjMouL6LLBr1y7XEWopKSnB1KlT8fHHH7uOUsuyZcvwzDPPfK0XXE5ODgD4fqWQffv2Yfbs2SgqKvL1flvCzDB58mQcPHjQdZRabr75ZuTl5bmOEVJVVYUbb7wRhw4dch0lJCcnB3fccQe++OIL11FCFi9ejA0bNriOEZKXl4e5c+eiuLjYdRQAAEn87Gc/w+7du11HCZk7dy7eeust1zFCZs+ejW3btrmOAQCorq7G5MmTkZ+f7zoKAGDLli245557cPr0addRAABz5szB1q1bXccAAKxbtw7Lli1DZWVlq7cd1eKa5HiS+0geJHlXhOXtSf7BW/4Pkn3Cli305u8j+cNo5mzrsrOzMW3aNBw7dsx1FABAx44dsW3bNmRkZGDp0qWoqKhwHQkAcOGFF2LatGm46qqr8P777zdr29zcXAQCAVx++eW+Zurfvz9Wr16NSy65BKtWrUJ1dbWv9/91BAIBHD16FJmZmfj1r38dM2/aJSUluOyyy/DLX/4yJorH+Ph4HD58GIMGDcLixYtRWlrqOhIyMzOxdOlSDBgwAM8991xM9CJ16tQJ11xzDSZOnBgTBUlGRgaeeOIJZGRk4KmnnoqJ11xxcTGGDBkSM/8YBQIBjBkzBtOnT8fx48ddxwEAjBo1Crfccgs+/fRTpzni4uJQWFiIzMzMmChqMzMz8Zvf/AaDBg3CSy+95Pw1TxKjR4/GjBkz8MknnzjNcvHFF2P+/PkYOnQo3njjjdZtvOYQh98/AOIA5APoB6AdgHcBDKqzziwAj3m3JwH4g3d7kLd+ewB9vfuJO1Obw4YNs3PR/PnzDYClpaXZQw89ZBUVFa4j2Q033GAADIBlZmbaa6+95jqSHThwIJQpLi7OsrOzrbi4uEnbXn311TZ48OCo5Bo9enQo1xVXXGHbt2+PSjvNsWDBglCm3r172wsvvGDV1dVOM913332hTN26dbNnn33WeaZZs2aFMvXr1882btzoNI+ZWWZmZijTd77zHcvLy3Oa58033wzlad++vd1zzz12+vRpp5lGjBgRynTllVfarl27nOa59957Q3kuvPBCW7dundPn9tNPPx3Kk56ebo888ojTz5UVK1aE8nTs2NEeffRRq6ysdJYnOzs7lKdPnz724osvOt1f3bt3D+WZMGGCHThwwFmW1atX19pXy5cvd7avSktLLT4+PpTnpptusqNHj/p2/wByrYF6lBal/3JIjgLwb2b2Q296IQCY2b+HrfOKt85WkvEAjgHoAuCu8HXD12uszeHDh1tubm40/pwGbdiwAVVVVbjuuutatd1w3/ve97B58+bQdFZWFn7/+9/jW9/6Vqu0P23aNJSUlNSat3v37nq9VFOmTMGSJUvQrVs3X9v/+c9/3qT/kM0MGzdurDWva9euWLJkCaZOnQqSDW67Zs0aVFRUYMaMGfWWzZ49GwUFBc0P7tmxYwcKCwtD04FAALfeeit++9vfolOnTmfcfsGCBb4P4Th06BA++OCDWvPGjx+Phx9+GP379681f+HCha0yXOPIkSPYuXNnrXljx47FwIEDceTIkai3H8nBgwexZ8+eWvO6du2KwYMHIzk5uVUy5Ofn4/PPPw9NFxUVoby8PDRNEn379kVGRgbi4/2/+uqhQ4ca7U2sqqrCZ599VmtecnIyBg8ejK5du7a4/cOHDze7d7W4uLje1X9qHqOEhIRm3VdBQQGOHj3arG3qKi0txcmTJ2vN69y5M7KystChQ4dGty0sLKz1/uGH8vLyekPV0tLSkJWVhfPOO6/W/KNHj7bo/e/r5klPT0dWVhbKy8tx+PDhqLZf1+nTp+sdYWjXrh3S0tIQFxfXqlnKy8tRXFxcr8c6JSUFKSkpjX6u+aGiogKnTp0KTZtZvaPV8fHxSEtLa/Zr6+u0X1f4eyEQfD9MTU315f35+PHj280s4ljRaF7nujuA8FfcEQAjG1rHzCpJlgDo7M3fVmfb7pEaITkTwEwA6NWrly/BmyMpKQlVVVWt3m64du3a1ZpOTU1Fampqq7Wfmppa79Bq3UwkkZ6ejvbt2/vefkpKyhk/gABEPPyblJSE9PT0M74BTZs2rcXtN6RuwRMXF4f09PR6j2FDkpOTW9R+JJH2U3p6OpKSkurNT0pK8r39SBITE+vNS0tLQ4cOHVql/UgiPU5JSUlIS0uL+FhFQ3JyMr788svQdN0P95oPk2h98CcnJ0fcNzUivT8mJCT4tt/O1H4kdR+HQCCA5ORkpKWlNfsfkK/Tfl2RxoTWvDelpKQ0um1KSkqL268r0vth+/btQ6+3cCdPnvS9/aaoKWZLS0tbvf26BRsQfB9PTExs9eKaJEjWKq5Jol27dq3yHkSy1mumurq6XnEdFxeHxMTEqBTXgUAAZWVlDS6vqKiI+NhE/TnTUJd2S38A/BTAirDpaQCW11nnAwA9wqbzAZwPYDmAm8LmrwTw0zO1ea4OC5k3b54BsPPPP99WrVplVVVVriPZ9ddfHzoUM3LkSMvNzXUdyfbu3Vvr8PS9997bpMPTH330kR04cCBqh/1GjhwZyjVu3Djbu3dvVNppjprnFAAbOHCgvfrqq64j1Tp0HitDMH7xi1+EMg0ePNhef/1115FswIABoUzXXnutHTp0yGme119/PZQnNTXVfve731l5ebnTTEOHDg1lGj9+vO3fv99pnkWLFoXyXHTRRbZp0yaneZ588slQnm984xv29NNPOx328Pjjj4fyXHDBBbZ27VqneebMmVPr/XHz5s3OspiZXXDBBaE8kyZNsiNHjjjLsnLlylCWrl272po1a5ztqy+//NICgYABsEAgYLNnz7YTJ074dv9oZFhINIvrUQBeCZteCGBhnXVeATDKux0P4DMArLtu+HqN/ZyrxfVVV11ls2bN8vVJ01K9e/e2zp0724oVK2Ki2DczW7t2bWhM2sGDB5u83a9+9StLSEiwsrIy3zNVVFRYYmKi9ejRw9avX+98DHGNMWPGWEpKij3wwAP21VdfuY5jZmYTJ060xMREW7x4sZWWlrqOY2Zmw4cPtw4dOthDDz3kvGA0Mzt58qSRjIkCrcbSpUsNgE2ZMsUKCwtdx7GysjJLSEiwXr16xcS5BGbBczoSExPtvvvui4nn9m233WaBQMDmzp1rRUVFruPYzJkzLS4uzubPn28lJSWu49jo0aMtNTXVlixZ4vx1X1hYGDNFvlnwPJRAIGDz5s1r8jlN0fL2229H9VymxorraA4LyQHQn2RfAIUInrA4pc46LwO4GcBWBHu6N5uZkXwZwLMklwK4EEB/AO9EMWub9vjjjyMjI8N1jJCioiJcffXVuP/+++uNz3OpqKgIL730En784x83axxabm4uLr300qgMacnPz0d2djYWLVp0xsO/raW6uhoZGRlYt24devTo4TpOSPfu3bF792707dvXdRQAwcONQ4YMwcsvv+z7eQRf1759+7B48WLccccdTg7VR1JWVoYtW7Zg7NixrqMACI6Tv/POO3H33Xe32rj4xpgZevbsGVPP7cTEROzYsQNDhgxxHQVAcOjhzp07kZWV5ToKqqqqMHDgQDz//PPo3j3iaNVWtX//fjz44IOYO3duk4cSRlNycjJ27tyJSy+91HUUFBQUYOXKlZg+fToCgda98nTUTmgEAJITACxD8Mohq8zsfpL3IVjtv0wyEcAaAJcDOAFgkpn909v2XwHMAFAJINvM/nKm9lyc0Chnt+rqapx33nmYNGkSHnvsMddxREREJAaQdHJCI8zszwD+XGfePWG3ywDc0MC29wO4P5r5RM4kPz8fJSUlGDFihOsoIiIi0gboGxpFGlHzzYwqrkVERKQpVFyLNGLcuHFYv349Bg0a5DqKiIiItAFRHRYi0tZ16dIFP/nJT1zHEBERkTZCPdciDaisrMTDDz9c75smRURERBqinmuRBuzduxfz5s1Dp06dcNFFF7mOIyIiIm2Aeq5FGqCTGUVERKS5VFyLNCA3NxcdOnTAJZdc4jqKiIiItBEqrkUakJOTg2HDhrX6NzuJiIhI26WqQSSCyspK5OXlaUiIiIiINEtUv/68tZH8FMBhB02fD+AzB+1K69J+PjdoP5/9tI/PDdrP5wZX+7m3mXWJtOCsKq5dIZnb0PfLy9lD+/ncoP189tM+PjdoP58bYnE/a1iIiIiIiIhPVFyLiIiIiPhExbU/nnAdQFqF9vO5Qfv57Kd9fG7Qfj43xNx+1phrERERERGfqOdaRERERMQnKq5biOR4kvtIHiR5l+s84j+Sq0h+QvID11kkOkj2JLmF5G6SeSTnuc4k/iOZSPIdku96+3mx60wSHSTjSO4kudF1FokOkh+SfJ/kLpK5rvOE07CQFiAZB2A/gHEAjgDIATDZzHY7DSa+IvltAKcAPG1mg13nEf+R7Aagm5ntINkBwHYA1+m1fHYhSQApZnaKZAKANwHMM7NtjqOJz0guADAcQJqZTXSdR/xH8kMAw80s5q5lrp7rlvkmgINm9k8zKwfwHIBrHWcSn5nZGwBOuM4h0WNmR81sh3f7CwB7AHR3m0r8ZkGnvMkE70c9TGcZkj0A/AjACtdZ5Nyk4rplugMoCJs+An0gi7RpJPsAuBzAPxxHkSjwhgvsAvAJgL+Zmfbz2WcZgDsBVDvOIdFlAP6H5HaSM12HCafiWkTEQzIVwJ8AZJvZSdd5xH9mVmVmlwHoAeCbJDXU6yxCciKAT8xsu+ssEnVjzGwogKsBzPaGcMYEFdctUwigZ9h0D2+eiLQx3hjcPwFYa2b/7TqPRJeZFQPYAmC84yjirysBXOONx30OwHdJPuM2kkSDmRV6vz8B8AKCQ3VjgorrlskB0J9kX5LtAEwC8LLjTCLSTN6JbisB7DGzpa7zSHSQ7EKyo3c7CcGT0fc6DSW+MrOFZtbDzPog+Jm82cxuchxLfEYyxTv5HCRTAPwAQMxc0UvFdQuYWSWA2wC8guAJUM+bWZ7bVOI3kusAbAWQQfIIyVtcZxLfXQlgGoK9XLu8nwmuQ4nvugHYQvI9BDtH/mZmulSbSNvTFcCbJN8F8A6ATWb2V8eZQnQpPhERERERn6jnWkRERETEJyquRURERER8ouJaRERERMQnKq5FRERERHyi4lpERERExCcqrkVEpMlIfkjy/DOsc3ed6bejm0pEJHboUnwiIjGCZJyZVbnO0Rjvm++Gm9lnjaxzysxSWy+ViEjsUM+1iEiUkexDci/JtST3kFxPMtlb9iHJ/yS5A8ANJH9AcivJHST/SDKV5HdJvhh2f+NIvhChnQ9JPkDyfZLvkLw4rP3NJN8j+SrJXt781SQfI5lLcj/Jid786SSXh93vRpJjI7T3IsntJPNIzvTm/QeAJO+LeNZ68055v0nyQZIfeBlv9OaPJfma97jUPE705cEXEWllKq5FRFpHBoBHzWwggJMAZoUt+9zMhgL4XwCLAHzfm84FsADAFgADSHbx1v8XAKsaaKfEzLIALAewzJv3CICnzOxSAGsBPBy2fh8A3wTwIwCPkUxsxt80w8yGARgOYC7JzmZ2F4BSM7vMzKbWWf96AJcBGALg+wAeJNnNW3Y5gGwAgwD0Q/BbM0VE2hwV1yIiraPAzN7ybj8DYEzYsj94v69AsLh8i+QuADcD6G3B8XtrANxEsiOAUQD+0kA768J+j/JujwLwrHd7TZ22nzezajM7AOCfAAY042+a63398DYAPQH0P8P6YwCsM7MqMzsO4HUAI7xl75jZETOrBrALwaJfRKTNiXcdQETkHFH3BJfw6S+93wTwNzObHGH7JwFsAFAG4I9mVtmEdppyUk2kXJWo3flSrzfbGybyfQCjzOw0ydcirdc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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# parameters of the Lotka-Volterra equations (for predator-prey with intraspecific competition)\n", - "\n", - "a = 1 # growth rate of prey\n", - "b = 1 # rate at which predators decrease the prey population\n", - "\n", - "c = 0.2 # death rate of predators\n", - "d = 0.2 # rate at which prey increase the predator population\n", - "\n", - "e = 0.05 # intraspecific competition for prey\n", - "f = 0.05 # intraspecific competition for predators\n", - "\n", - "max_time = 80.0 # simulate until this time\n", - "\n", - "initial_x = 0.4 # initial population of prey\n", - "initial_y = 0.4 # initial population of predators\n", - "\n", - "\n", - "\n", - "# you don't have to change these - they are just for the arrows in the third plot.\n", - "\n", - "max_x_for_arrows = 5.0\n", - "max_y_for_arrows = 2.0\n", - "arrow_scale = 30 # a larger number will draw smaller arrows\n", - "\n", - "# you don't need to change anything below this line.\n", - "# --------------------------------------------------------------------------------------------------------\n", - "\n", - "def lotka_volterra_2(t, state, a, b, c, d, e, f):\n", - " x, y = state\n", - " dx = x*( a - b*y - e*x)\n", - " dy = y*(-c + d*x - f*y)\n", - " return [dx,dy]\n", - "\n", - "\n", - "t_span = (0.0,max_time)\n", - "t_points = np.linspace(t_span[0], t_span[1], 1000)\n", - "\n", - "initial_state = [initial_x, initial_y]\n", - "\n", - "result_2 = solve_ivp(lotka_volterra_2, t_span, initial_state, t_eval=t_points, args=(a,b,c,d,e,f), method='RK45', rtol=1e-10, atol=1e-10)\n", - "\n", - "\n", - "# first plot: populations over time\n", - "\n", - "plt.title(\"Lotka-Volterra predator-prey with intraspecific competition\")\n", - "plt.ylabel(\"population\")\n", - "plt.xlabel(\"time\")\n", - "\n", - "plt.plot(result_2.t, result_2.y[0,:], label=\"prey\")\n", - "plt.plot(result_2.t, result_2.y[1,:], label=\"predators\")\n", - "plt.xlim(*t_span)\n", - "#center_axes()\n", - "plt.legend()\n", - "plt.show()\n", - "\n", - "\n", - "# second plot: phase diagram\n", - "\n", - "plt.title(\"Lotka-Volterra predator versus prey with intrspecific competition\")\n", - "plt.ylabel(\"predator population\")\n", - "plt.xlabel(\"prey population\")\n", - "\n", - "plt.plot(result_2.y[0,:], result_2.y[1,:], label=\"trajectory\")\n", - "\n", - "xlim = plt.gca().get_xlim()\n", - "ylim = plt.gca().get_ylim()\n", - "\n", - "# x isocline\n", - "x = np.array([0.1,20])\n", - "y = (a-e*x)/b \n", - "plt.plot(x,y,'k:',label=\"$dx/dt=0$\",scalex=False, scaley=False)\n", - "\n", - "# y isocline\n", - "if f==0:\n", - " x = np.ones_like(x)*c/d\n", - " y = np.array([0.001,20])\n", - "else:\n", - " x = np.array([0.001,20])\n", - " y = (-c+d*x)/f \n", - "plt.plot(x,y,'k--',label=\"$dy/dt=0$\",scalex=False, scaley=False)\n", - "\n", - " \n", - "#center_axes()\n", - "plt.legend()\n", - "plt.show()\n", - "\n", - "# third plot: the vector field\n", - "\n", - "\n", - "plt.title(\"Lotka-Volterra predator versus prey with intrspecific competition\")\n", - "plt.ylabel(\"predator population\")\n", - "plt.xlabel(\"prey population\")\n", - "\n", - "plt.plot(result_2.y[0,:], result_2.y[1,:], label=\"trajectory\")\n", - "\n", - "x,y = np.meshgrid(np.linspace(0,max_x_for_arrows,20),np.linspace(0,max_y_for_arrows,15))\n", - "\n", - "xdot = np.zeros_like(x)\n", - "ydot = np.zeros_like(x)\n", - "\n", - "# inefficient Python loop\n", - "for i in range(x.shape[0]):\n", - " for j in range(x.shape[1]):\n", - " xdot[i,j], ydot[i,j] = lotka_volterra_2(0, (x[i,j], y[i,j]), a, b, c, d, e, f)\n", - "\n", - "plt.quiver(x,y,xdot,ydot, scale=30, width=0.002, headwidth=6)\n", - " \n", - "xlim = plt.gca().get_xlim()\n", - "ylim = plt.gca().get_ylim()\n", - "\n", - "\n", - "# x isocline\n", - "x = np.array([0.1,20])\n", - "y = (a-e*x)/b \n", - "plt.plot(x,y,'k:',label=\"$dx/dt=0$\",scalex=False, scaley=False)\n", - "\n", - "# y isocline\n", - "if f==0:\n", - " x = np.ones_like(x)*c/d\n", - " y = np.array([0.001,20])\n", - "else:\n", - " x = np.array([0.001,20])\n", - " y = (-c+d*x)/f \n", - "plt.plot(x,y,'k--',label=\"$dy/dt=0$\",scalex=False, scaley=False)\n", - "\n", - "\n", - "#plt.legend()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9decec36", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.15" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -}