{
"cells": [
{
"cell_type": "markdown",
"id": "9bc560e1",
"metadata": {},
"source": [
"# Tutorial for Loading and Visualizing Datasets"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "b8fd203b",
"metadata": {},
"outputs": [],
"source": [
"import distorted as dt\n",
"import pandas as pd"
]
},
{
"cell_type": "markdown",
"id": "3d34d802",
"metadata": {},
"source": [
"This file will demonstrate how to load and visualize datasets using ``Distorted``"
]
},
{
"cell_type": "markdown",
"id": "e654ba96",
"metadata": {},
"source": [
"Pandas is able to read CSV files, so here we load our dataset CSV into a `DataFrame`. A dataframe is a representation of a table of data.\n",
"Column names must be written as the following: \"Probe\", \"Span\", \"Theta (radians)\", \"Pressure (kPa)\", and optionally (metric dependent): \"Static Pressure (kPa)\", \"Velocity m/s\""
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "5168c2c5",
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
" Probe Span Theta (radians) Pressure (kPa)\n",
"0 1 0.4472 0.000000 0.906\n",
"1 2 0.4472 0.785398 0.912\n",
"2 3 0.4472 1.570796 0.962\n",
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]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df = pd.read_csv('data/SAEFigure14NonDimensional.csv')\n",
"df.head() # this prints out the first few rows with headers to preview the data"
]
},
{
"cell_type": "markdown",
"id": "81a656d2",
"metadata": {},
"source": [
"To create an object of Distortion, we call the distortion class with the pandas dataframe as the parameter. The dataframe within the object is sorted and columns are renamed."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "a20c4101",
"metadata": {},
"outputs": [],
"source": [
"sample = dt.Distortion(df)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "aa6bc787",
"metadata": {},
"outputs": [
{
"data": {
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" Number Span Theta Total Pressure\n",
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]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sample.getDF().head() # Use the \"getDF\" function to retrieve the dataframe within the Distortion object"
]
},
{
"cell_type": "markdown",
"id": "5830a03a",
"metadata": {},
"source": [
"We can plot data from the dataframe using the `plot_quantity()` function, with the parameter being the column name for the data we want to visualize."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "8fbd468b",
"metadata": {},
"outputs": [
{
"data": {
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p9uoLTu7MAvZRsnfvGcBoMjI2Ah9w8OA1KBQXI8v/ByQhy2f71UKBQCBwFzEQSxBUSNImFIpbUSiGkZ7+F127vkBJyc/s3fsvfCeSBM5hAOY0rs9p3PYlgRK2EIgo2L9/KPv3P01KyrN063YUheJGFIoFSNJ7SNJyfxsoEAj8wB9//MH48eNJTU1FkiS++uoru+WLi4u57rrr6NmzJwqFgmnTprUp8/rrr3PGGWcQFxdHXFwcY8aMYc2aNa3KyLJMbm4uKSkphIeHM2bMGPbs2eOy/UK0CoKCsrIyJOkulMpTycraTUrKRxw48C2FhWPx/m0ciJkEgsHLWgoUNK4X0D4eayFcHXH4cG/y8x8lMfF1uneXUSj+gyQ9hSR95m/TBAJBO1NTU8OgQYN46aWXnCpfX19Pp06dyMnJYdCgQVbLLF++nGuvvZbffvuNlStXkpaWxgUXXMDhw4ebyzzxxBM8//zzLFq0iNWrVxMZGcnYsWPRarUu2S9mxBIENHV1dUREzEOlep6UlB7I8oMcOnRaO/QcSCECwSBYAQyEh8/ho4/mce21D1BXN4f2836LUAFn6dy5kOjoNyksXIvBcAVwHbI83t9mCQR+p2lGrBUET/aAamA07s2IJUkSixcv5vLLL3eq/Nlnn83gwYN59tln7ZYzGAzExcXx4osvMmHCBGRZJjU1lXvuuYeZM2dCo71JSUm88847XHPNNU7bLDytgoBEr9cjSc8QE5NF586fkp6+kIMHv20nwSpwDyWtwwPaM1xDeFyd5ciRTPLzHyUl5WnS0nagUl2HJE1Gkpb62zSBQOAmlZWVrZb6+nq/2VJbW0tDQwPx8SZnQkFBASUlJYwZM6a5TGxsLKeccgorV650qW0xEEsQUMiyjELxNiEh89Bo6unceSa7d1/HkSPtHa8aKAOygsXL2oTS4rU9EZkFXOHQoX7As3Trtorq6jcoK/sSSboJ0xSx5/nZOoHAf3QGov1thJNENL6mpaW12v/www8zZ86cdrcHYNasWaSmpjaL1JKSEgCSklqH3iUlJTUfcxYhWgUBgyR9iUr1KBERB8nMnMzOnZMpLxepqwSuIDILuMq+facCI+jV61dKS9+hpuZTJOk/wBnI8jn+Nk8gEDjBwYMHW4UHhIb657dzwYIFfPzxxyxfvpywsDCvty/CAwR+R5LWolJdSEjIBHr1Go1ev4rt26diNPpbsPp7QFZ7e1lP+KFPX9FR3kd7oWTXrvOprHyHHj0uIyLiWVSqqUjSZ0jSZn8bJxAIHBATE9Nq8Ydofeqpp1iwYAE//fQTAwcObN6fnJwMQGlp66eXpaWlzcecRYhWgd/QarVI0n0olWfSvbua0NAVbNv2EDpdsDyY6Sh0JLFqTkd8T77FaAxh+/Yr0evfp2fPgSiVNyJJC5Ckv/xtmkAgCGCeeOIJHn30UZYsWcLw4cNbHcvKyiI5OZlffvmleV9lZSWrV69m1KhRLvUjwgMEfkGS3ick5EGSksJQq99l164z/W1SgOFrwXWyCDoR5+oOOl0E27fPonPnKwgLm09R0aVI0gzgEkCBLA901IRAIAhAqqur2bt3b/N2QUEBGzduJD4+nvT0dGbPns3hw4d59913m8ts3Lixue7Ro0fZuHEjarWavn37AvD444+Tm5vLhx9+SGZmZnOcalRUFFFRUUiSxLRp08jLy6NHjx5kZWXx0EMPkZqa6nTmgiZEyitBu1JQUECPHnehUv1BdvZUduy4DVkO5P9O/hiM5UtB6VuxGh4OH32k5NprDdTV+bQrFxHC1TXMz5eRnj1/oLj4WerqUtHrHwB6C+Eq6HA0pbzaQ/AMxKoCeuB8yqvly5dzzjltY9UnTpzIO++8w0033URhYSHLly9vPiZJUpvyGRkZFBYWApCZmcn+/fvblDEfDCbLMg8//DCvvfYa5eXlnH766bz88sv07NnTmbfZYosQrYL2QKvVEh4+H6XySbp3v5BDh+ZQU+PvmFFn6Aiitf28qoErWkEIV1doe67U6hq6d3+JXbs+x2i8Alm+A1k+3Q+2CQS+4WQQrcGOiGkV+BxJ+oaYmN4kJX1KauqX7Nr1iRCsNvGmwOyosaruIs6HJ+h0kWzffh8JCe+TlrYHlepSJOlRJGmjv00TCAQnCYH8XFYQ5Bw/fpzOnW8nNHQJ3brdy86d95iFAsQjBIQvEOfUMSItln3sn5cjR3oCb9Cz548UFS2kru47JOkRZPnC9jFPIPAxcTEQ0/aJeECikoFKf1vRfghPq8AnSNLnJCf3ITOzlNDQDezYMSvAY1ctCTYvq/Aiuo44Z+6jYPfucej1X9K9eyeUyquQpIeQpE3+NkwgEHRghGgVeJXjx4+jVF5DaOh/6N59Nvv2LaWyMt1G6UD1dAWLYD2BEF7eQJxHd9FqY9i1ax4ZGfOIjn4VlWoykrTE32YJBIIOihCtAq8hSV+QnNyHjIwiwsLWsXPnnYhbzBlcFUtCYPmOk13AuvdHct++c9DrvyA7O6HR65orvK4CgcDrCEUh8JgTJ06gVF6LWj2J7t3vp6BgGRUVmf42y03ay8vqjjg6mcWUPzjZBaxr1NXFsmvXfDIyHiMqahEq1RQkaam/zRIIBB0IIVoFHiFJX5KU1If09EOEh69j5867cO22CtQQAV/hrlAVwsm/iOvgLPv2nYvB8AXZ2fGNXteHhddVIBB4BSFaBW5RU1ODUnkTavVNdO9+H4WFP1NRkeVvszzEl15W4VXtOAgB64gmr2tm5qNERb2MUnkHkrTc32YJBIIgR4hWgcts2bIFjWYoKSmbiIhYzc6dUwn+W8kXgtVVcSPEUPDRka6Z95965Oefh9H4BZmZSlSqq5Gkt7zeh0AgOHkIphxEAj8jyzIKxasolffQq9cEdux4CllWe6Hljpaz1Z2BVYLgx/w6nmxhL7aprdWQn/8cffu+x65dd6BQrEOWb0WWh/jbNIHAKiExEBIkfpgQIydVnlYhWgVOIUnHUShuIyLiF5KS3mb79iv8bZIX8YaXVQjVjoG3Jh4QArY1CrZvn0hq6lDq6u6nqmotkrQA6IQsD/S3cQKBIEiQZFmW/W2EILCRpDWoVP9HamoSZWUfUlWV5oNe/CniPBGtHUusqtUQF2daNBoID5cID4fwcAgLM3+VCAszrSuVIEmmpWdP0zQye/fKGAwgy2A0Qn091NWBVitTV9e0TvN6XZ1MRQWUlZkWrda/58E3ojPQxWv72BcaWkVGxhz27VuPXv8YMFoIV0FAUFlZSWxsLBVdISZIPK2VRog9BBUVFcTExPjbHJ8jPK0Cm5jCAZ5FqXyQnj2nsH37PEDpb7O8jDuCNTiFqlIJSUmQmgopKRLx8U0CtWU9KkrCYJApK4OKCqipaS02tVo4etQkMrVa07bBAEajjCxDerrEddcp+OYbIw0NoFBIKJUmMdwkfsPDITISEhNbxG94uIRGY7IhJESitlZuFrAnTsiNr1BSIlNUBCUl0NDgy7NlHrLiLQErvK8A9fXR7N79JH36fMaePTPQ669Dkm5Hlof52zSBQBDgCE+rwCplZWV06jSR8PDVJCS8zv79F/m4R38IO1cFa3CI1YQEkzBNTZVavSYnmwRmcbFJ9B0/LnPiRJN3s0UYVlaaPKTuEB4OH32k5NprDdTVuddGdHSLtzc+Xmq1npxsem+hoSbxXFQERUVyq9cjR9y3vy32rmFH9MC2ry1JSTsxGGZRXh6LXv84sjy2XfsXCMwRntbAR3havcwrr7zCK6+8QmFhIQD9+vUjNzeXiy4yib7XXnuNDz/8kA0bNlBVVUVZWRkajaZVG5mZmezfv7/Vvvnz53P//fc3b7/++uvk5eURHx/PokWLOOWUU7z2HiRpIyrV5aSnp3H06Fr270/xWtv+p2MJ1c6dITsbsrMlsrMlunUzib4jR1oE3T//yHz3nUnQHT9uelwfyFRVmZYDBwDM1WfLelwcdOnSIsgHD5a4+GKJpCRTKEJBAeTny+Tnm0IViovdFbJNIs7adfXUc/oj8DVQDmQC/wHsfY4/B77BdA/HAmcBtwLeGAzZxAnaU7iWlvYmJORDsrMfIz///5Ckp4ER7RIusGDBAmbPns3dd9/Ns88+C8DZZ5/N77//3qrc5MmTWbRoUfP2N998w8yZM5EkiaeffppLLrnE57YKBAITQrR6ma5du7JgwQJ69OiBLMv873//47LLLuOff/6hX79+1NbWcuGFF3LhhRcye/Zsm+3MnTuXW2+9tXk7Ojq6ef3AgQM88cQTfPzxxxw+fJhJkyaxfft2r9gvSYtRKifQs+cEtm9/mvYJB2gPoRf8YjUmBvr2he7dJbp3NwnUyEiTuMvPl1mzRuajj2QKC0Gn87k5fqUpdGDr1iYlanpVqSAtrUnEwyWXSGRmSuj1sG9fi5Ddvl3m2DFXenSU4cJVAbsCeAeYDPQAvgMeBV7AJEgt2/kZeA24D+gPHAQebzx2hxP9uYK3BqM5R0NDJLt2zaNPn/fZvftODIZ7kCR8KlzXrl3Lq6++ysCBbfu49dZbmTt3bvN2RERE83p9fT133HEHb7/9NrIsc/PNN3PBBRegVnvzj4NAILCFEK1eZvz48a22H3vsMV555RVWrVpFv379mDZtGgDLly+32050dDTJyclWj1VWVqLRaBg4cCDJycnUufsc1gxT/OpjqFTz6dbtKbZvv8XjNgMDV8RqYAnVmBjo1w/695fo318iLQ0OHoTdu2VWrZL54AOZ/fsDTaAaMP3RaXptX/R6k5e1oEDm558BZJRKSE+n2RM9frzE3XdLHD1qEr1btsC2bc6IWGdTszkjYL8FxgDnNm5PBjYAvwBXWmlnGyaxOqZxO7mx7g4n7HGX9vW67thxAxkZ2ZSWzqK+fjeSNMsnca7V1dVcf/31zU+rLImIiLD53VtfX49SqWTw4MEAqFQq6uvrhWgVCNoJIVp9iMFg4LPPPqOmpoZRo0a5VHfBggU8+uijpKenc9111zF9+nRUKtPl6t+/PwMHDiQ2Nha1Ws3rr7/ukZ21tbVER99EdPSfREd/z+7doz1qzzV8IfyC06saHQ39+7cWqQcOmITVRx8Z2bbN9Ng8cDEAc4B5ja9zCISBewZDi5A1IRMeDn36mM71uHESU6dKHDliOtdbt8KWLaZ437bYCxewhjUB2wDkA+Zp4xTAQGC3jXYygZ+A1ZhCCIoa18930g53aV/hun//KOLj3yc6+m7KyiYjSU8jy2d5tY877riDcePGMWbMGKui9YMPPuD9998nOTmZ8ePH89BDDzV7W2NiYpg0aRIpKSlIkkReXl6rp2CCDkIMgfDV5RwGfxvQvgjR6gO2bNnCqFGj0Gq1REVFsXjxYvr27et0/alTpzJ06FDi4+P5+++/mT17NsXFxTzzzDPNZd58802eeOIJIiIiCA8Pd9tWSSpApbqS5GQjVVV/U1TU1e22XMfb4s+XYtU3QrVrVxgxQmLECIlevUye1OARqZaUAgWN6wWN26n+M8cOdXWwYQNs2CBjS8QWFsLatTJr15pCClrjzoQYTeXLASOgsTgeCxy2UfcMTBnEczCFQhiAC4AbXLTBHdpXuJ44kU5o6HtkZNzP/v3XIUnPAz28Ei7w8ccfs2HDBtauXWv1+HXXXUdGRgapqals3ryZWbNmsWvXLr788svmMg8//DDTpk1DoVAIwSoQtDNCtPqAXr16sXHjRioqKvj888+ZOHEiv//+u9PCdcaMGc3rAwcORK1WM3nyZObPn09oaGjzsYSEBI/slKQ/UamuIjt7NHv3vovBEOZRe/4huLyqCoVJHI0caRKqCQmweTMsXy7z5JOmEfzBSxKQ1bie1bgdHFiK2KgoGDpUYuRIuPRSBbW1sG6dScBu3tyUbstVr6sllTgvCLcCX2IaeNUDKAHeAl4F/t1YxpfCsn2Fa319FPn5z9Gv3/Ps3DkBg2Gex3GuBw8e5O6772bZsmWEhVn/rvvvf//bvD5gwABSUlI477zzyM/PJzs7u/lYbGysteoCgcDHCNHqA9RqNd27dwdg2LBhrF27lueee45XX33VrfZOOeUU9Ho9hYWF9OrVyys2StKbKJV30bPnPWzfnoPp8WR74qkYDB6xqlLBsGEwapTEsGESBoPJg/fOO0Y2bTKNdu8YKDGFBECghAa4S3U1/PGHzB9/gEol07ev6Y/G5MkKoqNh0yZYtcoUW6zVuup1jcL0eWuae7Gp7hHael+b+Bg4k5aY1gxACywCrmpsz9d5YNtXuIKSbdum07NnD/btm41efzOSdCuyPMit1tavX8+RI0cYOnRo8z6DwcAff/zBiy++2Byvak5TVpa9e/e2Eq0CgcA/CNHaDhiNRuo9UCYbN25EoVDQuXNnj20xDbiaRWjoq6Smvs327Vc6rhQwBI9QlSSTR/WssyRGj5aoroa//pJ59FEje/Z4M49ooKG0eA1+9HqTN3zzZpk33pDJyDAJ2Msuk5gyRWLNGpnff49n48YTGJyKL1NhEp07gCGN+4yN2+diffR+PW3/WDZtW7uZfCVg21u4wu7dl5CamkFV1QxqagqRpEfcGqB13nnnsWXLllb7Jk2aRO/evZk1a1YbwQqm716AlJSOlPZPIAhehGj1MrNnz+aiiy4iPT2dqqoqPvzwQ5YvX87SpUsBKCkpoaSkhL179wKm+Nfo6GjS09OJj49n5cqVrF69mnPOOYfo6GhWrlzJ9OnTueGGG4iLi/PINr1eT2joLURHLyU8fBkFBUMcV/IJrorD4BGraWkmoXrmmaaZnpqE6q5dXutC4Gf274f9+2U++8wkYM86S+K22xSoVImsWCGzfHkFe/boHbRyPqbH+5mYQil+BnRA0yDIN4E4WjIJDMeUcSCLlvCAjxv3O/qD4G0B274psQCKigYQHf0BiYm3cfz4XUjSM8jyqS61ER0dTf/+/Vvti4yMJCEhgf79+5Ofn8+HH37IxRdfTEJCAps3b2b69OmceeaZVlNjCQSC9keIVi9z5MgRJkyYQHFxMbGxsQwcOJClS5dy/vmmUb6LFi3ikUceaS5/5plnAvD2229z0003ERoayscff8ycOXOor68nKyuL6dOnt4pzdQdJqkCpvJb4+N3o9cs5cqSbR+25TscVqjExcM45EmefbUp0v2aNzGuvGdm40eSlE3Rc9u+Hd9+Vee89mX79TAJ2zhwNlZVGfv9dyy+/aDl61NpsDiOAKkyTC1QCacDdmIYtg+n+lMzKnwvUAe8DFY3lhgPXuWixNwVs+4rXqqrONDS8TWrqXRQX/wdJegmI91o+V7Vazc8//8yzzz5LTU0NaWlpXHXVVeTk5HilfYFA4DliGteTAEk6gUp1CUlJdZSVfU9tbad27L3jitV+/WDsWIlTT5XYtQt+/dUU4+iFtLlBizemcQ12QkJg+HA4+2w9Q4eq2bhRx08/aVm/XueD2cgCbSpZ3wtYpbKerKx7KSwsQK9/FUhtlxm0BB2f5mlcT4GYIHHpVeohdrWYxlXQQZCkQ6hU55OenszBgz/R0BDquJLHdFyhGh4O554rceGFErGx8NtvMtOmGSkq8loXgiCnoQFWroSVK1UkJBgZM0bP5MlRyDIsXapl2bI6Kiq85Svwluc00NqxjcEQyt69C+nTZy579kxAr3/F5zNoCQSCwECI1g6MJO1ApTqf7OxT2b37Q2RZjSmxua/ouGK1Sxe4+GKJc8+VOHgQvvhCZsUKuTH1kUBgnePH4ZNPwvjssxMMH67m4ovDufrqCFasqOeHH+qciH11BW89rg8GAatkx46H6dfvJXbunITB8LwQrgLBSYAQrR0USVqJSnUxPXtey/btL+K7lFYdV6gC9O0LV16pYOBAWLFCJjfXNPpfIHAFozGeNWtOsGaNji5dlFx8cThz58ZSWGjgyy9rWbvWm3PxBmLcqi8ErIJt2+6iT58Edu++3Su5XAUCQWAjRGsHRJJ+QKm8mp4972X79od91EvHFqvDhsFVVynIyIAff5R58UWZ8nKvdiFoxvePlAMD03s7fPgEr79ezfvv13DhhWHcfns0lZVGvviilr/+qvdy3Gsgek29e7137LiOHj3iKCiYjV5/rxCuAkEHRojWDoYkLUapvJ7u3Z9h+/YpPujBFXEYXEJVoYDTTpO46iqJuDj49luZvDyZ2lqvdiNoxtr1OxkErGkygro6mcWL6/juuzrOPTeM666L5LrrIlm8uJZff9X6IPQkkAWsZ+3s2XMRGRlxFBfPQKerF8JVIOigCNHagZCkz1AqJ5KV9TK7dt1kpYS7v4Id26uqUplSVl15pYRSCYsXy/zyi4zOm09sBWY4e/3aPx9o+9Eyi1ZDQ9MALS2nnx7KlVdG8H//F8G339axZImWujpfJHgJNAHreTv7959K164vcfTondTXG5CkCUK4CgQdDCFaOwB6vZ6QkBdQqR4kM/M19u69wUopdwRrIIlV7wpVMHlWzz5b4tprJerq4JNPZP78U3ZyViOB67h7DTuq97XpvZjen9EIf/xRzx9/1DN8uJqrrorgiisi+OKLWn74oc6Hg/4CR3h62s6hQ0Po0uVljh27g/r6eiTpfBoaLkalEj91AkFHQHySgxyTYO2JSnWQ9PTT2Lv3GosSrv7SBZJQdae8c4wcCTfcoECthvfeM4lVkbHYV3jzGnZEAdvidW1i3Tod69bpGDw4hAkTIrnkknA++qiG5cu9HfNqif+Fp6ftHD48iNTUFzlxYgr19S8REtKXhoaNQrgKnCceCPG3EU5ykmWwEZ/iICck5DlCQg7xn//cwjvvvAPsA3oixKp1+vaFG29UkJJi8qwuWyaLWat8hm+uYdv2O4J4bStcATZubGDTpnJOPz2U66+P5PLLI3j//RrWrGmP2JXgFbAlJbHccsuNfPDBB9TUbCMk5Adk+VIP+hYIBIGAEK1BjCR9ikr1EJmZp5GamkpOzuPk5aWg1TorWE8OoQqQkWHyrPbrB199JfPIIzJarc+6E1DWjn11FO9r63CBJmQZ/vyznpUr6zn/fFO2gSuvNPDuuzVs395ebpbgEbAKhcy0aRFkZAwjJeVXDh06jFa7Bkk6BVlO8qBPgUDgb8Q0rkGKJH2BUnkjmZlvkJ9/NWr1XnJyjqJQQF7ecLRae/9HTh6xGhsLN94occYZEkuXynz+uUxlpc+6O4kxXcPwcImPPkrk2muP+WgAkbMEs3gFe5+JsDAYPz6CK64IZ+vWBt56q5qSEp/GDNghsKZ/VSjimDbtKBkZOnJzO1FRUUxqqszx4zdSX38PMEUIV4FNmqdxvQhigiQ8oLIBYn88eaZx9VXGeYEPkaSvUSpvpFu3ReTnXweo0Ol6k5c3AqNRIidnHWFhls+8T5gtzlBqtjiDq+27Wt41FArTDFYvv6wgMlLirruMvPWWEKze4wS+voaeEci2OYNtEafVwmef1TJ58gmOHzfy3HPxXHNNBGp1O5rXjLfOs+ftmDyshxsFawoVFaHAKRQVnUpi4ruo1U8DbyJJrv4JFwgEgYLwtAYZkvQbSuU4unV7kT17brY42oBabSAnZx0KhdzocXVVpQWvV7WJ3r1h8mTTIKvXXzeycaPPuzwJcO66BY6n1RbB6IG1f+6zs1VMnhxFbKyCN96o9vLsWu7Svh5Yk2CtIyPDQG5uVyoqlI1HWryqaWkrKCmZQEPDAuDfwuMqaIPwtAY+QrQGEZL0D0rlWfTs+TA7dtxjcbQlts0kXFc2CtfeaLVK7BP8QhVMoQATJ0qMGiXx+ecyX38tBlm5j3vXLPBFaxPBJl7tXw9JgvPOC2PChEh2727gjTf8GTJgiW8FrDOCtYmsrCUcODAFg+FN4DwhXAWtEKI18BHhAUGCJO1DpRpL796TrQjW1uh0SvLyejWGCuwkLMxW4lFXHv+D64/v2ufxrEIB48aZQgHCwkyhAF98IQSrawT6435vE2zvNR574k+W4eeftdx++wmOHjWFDFx7rb9CBizxXQhBa8EaaSZYrVNQcCHduz+GUnkrsBdJOsnyBQkEQY7wtAYBknQElWoUPXqMZseOd7D+X8Pyy/dEo8d1l4XHtWN4VZvo2hWmTlUQGSlCAVzDN9cpeDyttggGD6zja9cUMhAZKfHCC1Xs3BmI/+A8O9cKBUybJpGRoWoUrAqzNs09qOb9nADi6dt3Lrt3v4Re/zvQG1kOEreawKc0e1r/D2IC4g+fYyp1EPuJ8LQKAoSqqipUqgvJyurJjh1v48ola+1x3UJYWLELPQemV7UJhQKuuELiqacUbNsmM326EKz2Odk8qe4SDOfHsdjLz9dz//3l/PSTljlzNEyaFBkgXldz3L8f7QtWe5jKbN+eS8+e/0alugg47HL/AoHAPwjRGsDodDri4y8nNVXNvn2LAUexqdbaaBKukJNTSliYvTi3wMoAYIsuXWD+fAVjxkg8/LCR//1PRhcIY08CCiFSPSPQz539cAEwTQv79dd1zJhRRq9eISxcGEevXoGamtv5c90iWCUzweo627c/T3b2CFSqi5GkI261IRAI2hchWgMUo9FIePgEEhOLKS39AYMhzO22TMI1yY5wDWyvahMKBVx+ucTTTyvYscPkXd21q93NCGACXWgFK4F8Xh17F4uKDDzwgMnr+sgjgep1bcL+uW4tWI1mgtX8PNgKDWjTGrt3v09aWidUqsuRJJEPTyAIdIRoDUBkWUalmkZs7N/U1Cylvt7zODudTmEhXI8TDF7VJrp0gXnzFJx/vsm7+s47wrvaQqAKqo5IIJ5rx98PTV7Xe+4po3fv9vK6enfgVVvB6ur3Ytu4VVlWc+jQVyQl1aJUXock1Xlos0AQ2Pzxxx+MHz+e1NRUJEniq6++clhn+fLlDB06lNDQULp37944ZXwLVVVVTJs2jYyMDMLDwznttNNYu3Zt8/GGhgZmzZrFgAEDiIyMJDU1lQkTJlBUVOSy/UK0BiAKxdOEh3+IQvEjVVVpTtRoOwirNabBVy3CtYGcnBrCwpwZKOP/H+kxY0yxq7t2Ce9qa/x/bU5eAs376jhcAODwYQOzZ5ezbJnJ63r11REofPYrEI+3zpNCcYJp0xrMBKuz/TcRYvHaQkNDFGVl3xMXtwOF4m6RUUDQoampqWHQoEG89NJLTpUvKChg3LhxnHPOOWzcuJFp06Zxyy23sHTp0uYyt9xyC8uWLeO9995jy5YtXHDBBYwZM4bDh03x4rW1tWzYsIGHHnqIDRs28OWXX7Jr1y4uvfRSl+0X2QMCDEn6AZXqXyQlfcfhw+c6Wcs50dqEWn2cnJyaxilfI9FqJQf1/UN4ONx2m8SAARILFxrZvNnfFgUKgXF9rBH82QM8JRCyDzh3f2RlKZk5M4bjx40sXFhFWZkv87pa2uT8eTJ5WKMbB11JjYLVvL4zoQGWYtXyOzOEuLhdaLWnUVf3KHA74pfx5ONkyx4gSRKLFy/m8ssvt1lm1qxZfP/992zdurV53zXXXEN5eTlLliyhrq6O6Ohovv76a8aNG9dcZtiwYVx00UXk5eVZbXft2rWMHDmS/fv3k56e7rTNwtMaQEjSTpTKa8nOfsIFweo6Op1EXl5kY6iAucc1cDxH3brBM88oiImRmDZNCFYTgXN9BLYIhGvknCAsKDBwzz3lnDhhZOHCOAYP9mXaJ0ubnPPAWhes3iDEYoGysl506vQeSuVM4Dcky//yAkEAU1lZ2Wqpr6/3SrsrV65kzJgxrfaNHTuWlStXAqDX6zEYDISFtR53Ex4ezl9//WWz3YqKCiRJQqPRuGSPEK0BQllZGSEhl9Cr1zXs2nWnz/trLVwrCAs7ChQBtiYiaD/GjZOYN0/BL7/IPPKIs48COzKBIIScxWDxerLi7/AB58IFtFqZZ5+t4t13q5k1K5Ybboj0cbiANaydKwMKRQnTpkU1CtZyJ74HnPWy2ubAgYvp2fMRVKqrgH1O1xN0MGKDbAHS0tKIjY1tXubPn++VU1FSUkJSUuuZ45KSkqisrGz2so4aNYpHH32UoqIiDAYD77//PitXrqS42HqaTa1Wy6xZs7j22mtd9g4L0RoA6PV6Onf+N127prJ9+8vt1m+LcJXJyTlIWNi9wGz8JTgiI+H++xVccYXEI48Y+fxz+SR/RBdMYhVM983TjetPI4RrE/4Wr4759dd67r23jBEj1OTlaUhM9NVPgyMxfQI4ikIxj2nTysjIKCc39wQVFXEWbVhbd4LoxsUOO3bcS4/e41CpxyNFV7nWvkDgJw4ePEhFRUXzMnv27Hbr+7333kOWZbp06UJoaCjPP/881157LQor/4AbGhq4+uqrkWWZV155xeW+hGgNANTqmWg0BRQXu5eL1RNMwrUIo7GGnJwcwsIO4/qsWZ6TnQ0LFypQKmH6dCM7drS7CQFEsInVJo4CBxvXDzZuC1rwl/fVOWF36JCBe+8t49AhPQsXxjFkSHuGC7RgGnT1LzIyMsjNvZ+KCi99H0XbWLcsEw07D7xJakoUyobrkKJ9GesrEHiHmJiYVktoaKhX2k1OTqa0tPVnsLS0lJiYGMLDwwHIzs7m999/p7q6moMHD7JmzRoaGhro1q1bq3pNgnX//v0sW7bMrRm8hGj1M1L4W6hD3wG+QqtNcKMF1wZhtT1+Ap2uM3l5H2I0GsnJeYywsCTak9NPl8jLU/DjjzKPPWak6qR2bgSjWG2iE9CU7SK9cVtgnfYWsM6FC+h08PLL1bzxRjX33RfLZZeFt6tNphjWAWRk9CA3N7fRw2rrPnJnAJYZliLWbFuW1Ryv+5roiE3Q8BBSx58dUyCwyqhRo/jll19a7Vu2bBmjRo1qUzYyMpKUlBTKyspYunQpl112WfOxJsG6Z88efv75ZxIS3NE7QrT6lRUrVqBsuJPUzLc4Vj+g5YvTweMr76NEp5tLXl48RmMWOTkhhLk/l4HTSBJcf73EbbdJPPWUkcWLT+ZYgGD1rpqjBO5pXJ9Bez81CF7aW7w65vff63nooXIuvTScqVOjCfGl07XRJpNgTSEjI5LcXCUVFTOB+2ktWr2cncHO921NXTKhsV8SIj8PDZ94t1+BwE9UV1ezceNGNjbOe15QUMDGjRs5cOAAALNnz2bChAnN5adMmcK+ffu477772LlzJy+//DKffvop06dPby6zdOlSlixZQkFBAcuWLeOcc86hd+/eTJo0CTAJ1n/961+sW7eODz74AIPBQElJCSUlJehcTLguRKufOHDgAGefczm9+s+i4PCVbQtE084iVolOl0Jentw4OEvhU+EaFmaKXx09WmLWLCPr1/uur8CmI4hVc5QWrwLnaS/vq3PCb+9ePTNnltOli5JHH9UQF+e7nwuFIp5p0zLIyIhoHHQlAcl4dh+ZKW3z71BN4+IEpceHk9H9FZQNNyNFnrRfUoIOxLp16xgyZAhDhgwBYMaMGQwZMoTc3FwAiouLmwUsQFZWFt9//z3Lli1j0KBBPP3007zxxhuMHTu2uUxFRQV33HEHvXv3ZsKECZx++uksXbqUkMZ/u4cPH+abb77h0KFDDB48mJSUlObl77//dsl+kafVD+h0OiKjTyO7eya7DnwKkhM/BjYfmXseHmCJWm0SraY8rka0WsfmuUJyMsyeraCsDJ580khNjXfbDw46klBtQeRp9QW+zP3q+D4MCYHbb49mwIAQFiyoZO9evVctaJ3WqpyKCvP7xtagKxdDAyxFaxPlztnYr9u97NrxMXr1JuSqQMjFK/AFzXla/xtkeVpfcy9PazAiPK1+ICzmfuLjqsgv/p9zgrWd0elMYtUXHtcBA+CJJxRs2iQzd+7JKFg7mmdV4Ht8ec84FmANDfDcc1V8+20djz6q4cwzvTPAA1wRrF5C42DbBtvyHyetaxbKhpuQ0sSfMYHAX/h68mmBBVLEd4QYX4OwP9HXRvrbHJs0CdecHAU5OQqveFzPPVfiv/+VeP11mV9+Odm++IVQ7Tj8BiwFKjANPLsWyLJTvhZYDPwD1GASY9cAA1zs1/we8qaga5pu1T5ff13HwYMG7rknmpQUJZ98UutRr7YFq7vvzQkvqzU0OPa4xik4qviEcPUQqqufR0q/G/mAgzqC4CUa8N5/M9/inTkEggYRHtCOHDp0iKysAXTvM5edhXe53oDVEAFXwgMchwZY4q1QgSuvlLjqKon5842YzQZ3EhD8YjUkBOLiFMTFKYiPN71GR5vSkykUEkolqFSm9VNPVZOQoGTp0jp0OhmDgcbFtF5TI1NWZqSszMiJEwbKyox4aeKWdmIt8BZwAyah+jOwHngUsPZoTg8saDx2MSaFdByIoCXTgqd4U8A6vl/T05Xk5saydq2O11+vxuhGRijXBasPQgMsKXdcLiPhew5t/TeGhD+RS4bZaUwQjDSHB9wDMUEiWivrIfbpkyc8QIjWdkKv1xMedRbZ3ZLYdehL9xppI1q9H89qDU+EqyTBzTdLnH66xNy5RgoKnK8b3ASHWE1MVNC5s7KVIDVf4uNNAtVgkCkvNzYLzspKGb1ebhakRqNJnPbtG0Lv3iF8/XUtsgxKJSiVUuMrREW1tKvRKAgJkaipMZoJ2Zb1pu1jxwyUlhoDZKKJeUAmcF3jthGYBZwLXGSl/HLgJ2Auvn+w5S3x6vjeTUxUMGdOLAcPGnjmmUoaLL+K7OCZYLXcdiBabQnWxMbXY85Y3Jp+nWewa9tX6BM2Ih/q+CLhZEKI1sBHiNZ2Qgp7kIToj6g0bqShwc0by0+iFdwTrioVTJ0q0b27aYar0vafs8APBK5Y7dxZQXa2iuzsELp3V9Gtm4rISKlZKJoLxtb7DFRWyk551FwZiCVJEBUlNYvllldlK9EcH6+goUFm3z49+fktS1GRoZ2FrB64A5gCDDHb/xamEABr0y8/B0QCamAjJhU1EpPA9WU8uzcErP17OTpaIicnloYGmXnzKqmtdXwxrAtWe7ZaO9a0zwMva6LZusvC1UC6ajSHjqZj1HyCfFBytQFBgCJEa+AjYlrbgZ9//hmVYSEh0b/RcCw4bypXY1ybUlpFRcHs2UYn5g0PdgJLrCYnK8jODmkUqSaBGh4uceCASfCtWlXPBx/UUFiod8lL5k1kGaqqZKqqDOzfb3vKV6US0tKUze9n3LhwMjNVGI0yBQUG8vMbyM/Xs3evSci687jaOaoxeVYtP8MxQImNOseAncApwN3AEeADTFPcXuobMwHvxL/aj3WtqpLJzS3nvvtieOwxDXPnVlBWZvvkuyZYXd3vAolWtl0SrkrKQj4hjGHUSm8At3puk0AgcAohWn1MSUkJF118HT36zmFHwSn+NscjnBWusbEmr2xtLeTkeD9lVuDhX8GqUpkeyw8erG72oIaGtgjUFSvqee+9Gvbv959A9QSDAQoLDRQWGmiamEWhaBKyJs/xhReGk5WlwmiEggI9+fkNbN7cwKZNOlzMXe1lmkTuBEye1QygDFPIgC9FqzlN96c7gs++cK2vh3nzKrnzzmgWLNAwZ04FxcVt/4C0FaxxDvp0FzdiWcF54dooeKvIIGvwqxxYNQGpzyjkHf1dslIgELiHEK0+xGAw0DXzOrp1G86OfTOhAzxFciRcExJg7lwF+/bJPPecjN67KR0DDP+J1chIiWHD1IwYoWboUDX19TIbNuj46696/vc/k0DtyOfeaIT9+00e2l9/NY3kUiiga1eTkO3ePYT//CeKuDgFmzfrWLNGx7p1OrueQMdEYRKelRb7K7E+CAtMaklJ61CAFEyZB/S071ewu97XprLW73eDAZ5/vooJEyKZP1/DnDnlFBa2CFfnBasrYQK2QgM8wJpwtfTKmlFQcxV9h/7Mnm3/Qhq0HnlT4GaDEQg6CkK0+hBV5NNoIvZy4NjGgMzH6myqG0tsCdfERMjLU7B5s8wrr8gBMnDGF/hHrCYnKxg5MpQRI9T06RPCwYMG1qyp56uvKti3T9+Bz7dzGI1w4ICBAwcM/PZbPa+/bhKxI0eqOffcMKZMiSI/X8/atTrWrKm3G5JgHRUmT+kOWmJajY3b59qokw2saSzX9B1QCsTi369fd7yvtr8vZBn+978aampk5s7V8PDDFRQU6L0gWL0gSDVm64k29pdbOe4EOxqeIzXxVIqLpiMNfQ15gxv2CQQCpxGi1Ufs2LEDpX4O0YmLKS/xwhev1wdheYalcH31VdP6hg0yr73WUQVr+4pVhQJ69lQ1C9XkZCVbtjTw99/1PPdcFceO+Sx40wPsPfZtfw4dMnDoUB1ffllHbGyTdzqUq66KoLLSyNq1OtaurWfr1gYnPdPnYxp4lUlLyisdMLrx+JuYzkHT1MxnY8rr+jEmYXsE+AE4zztv0GNc9b7a/6P7+ee1GAwyc+fGMnduBePHhzcKVslHgtXN3KyWaHB6dixzZNRokz9A+c8IjJX/xnR/CIKeGMCH05h7lQ4fftcakT3AB5jSW42iZ88BbC98yzuN+ly0uifI1Gp45BEF2dnwyy8yr77aEW+n9hOrkgT9+4dw9tlhDB+uRpJg3TqTsNq4sSGAp0Y1iYfwcPjoIyXXXmugri6wBqeZExICAwaYwitGjFATESHxzz86/vijnnXrdBjsOmF/xTS5QCWmXKvXAN0ajz0JJAA3m5XPBz4BDmIStKPxffYAT3FGMNq+vpdeGs6ECZEcPWrg/vslGwMxXc0a0IQXsgaY7zOn3E63dugbkcfuDYvQD9+O/EdwDrYVmGUPeARigkS0Vmoh9mGRPUDgASFRTxEfdYzdh17wtykuYD9uzRaxsaY41spKSEuTCAuTO9DAq/YTXRqNxLnnhnH++eFEREgsX65lwYIKdu3S+3A0vDcIznnYGxpgwwYdGzboePVV6NZNxSmnqPnPf6KYPBl++UXLzz9rKS21dvLPxXY4wH8aX80fv2cDD3j5HfgaZzyw1r2uCgV0766ishJiYpQkJlrLHuKOdzXJzjEznElzZQsNbgnX7SEPkN7lGw7uuwfp3NeRf3W9DYFA4BghWr3M9u3bUernEhn/FSdKgjEw3/xHw75oS0yERx9VsG6dzDvvyF6d8tW/tI9YVShg0KAQLrggnOHD1Wzb1sD779ewenV9kAyiciRY3YuZ9gf79unZt0/PJ5/UNl+TF1+MZ9u2BpYt0zpxTWy9T19Nvdqe2It/bX2NW2JYQ5k+3cjZZ0vMmaMgN7dpYhF3vKu2xKoNL6uraBpfy822y62Us1UPAAXVme+i+mM4DYn/Bi5w3x6BQGATER7gRUxhAafQs8dgtu9/07uN+zWmtW3d+Hh47DEFmzaZQgJk2XICgga02lJMPzhKD/puT9pHYEVESJx3XhjjxoWjVjvy6gUitoVH6/CApr3BIVwtMfd+h4VJLF1ax5IldZSXm39luvPeglW8mmP5Hk6gUBiYNi2MjIwYcnPlZu/qFVdIXHGFxEMPRbN/v7XvAne9qy6EBtgagGW+Dq3FarnFMcuyVujDPPasfgn9sO3If8Q6riAIKER4QOAjRKsXmTdvHk8/8waVxi3o9V72sgbEQCxTG5GRMG+egr17ZV58sfWgK5NwlVAoCsjLexCttgswn8AWru0jqlJSlFxySTjnnhvK/v0Gvv22jlWr6h3ETwYSjsWWddEKwSpcwRRnPHhwCJdcEsGAASGsWFHPd9+VkJ9f74XWO4aANQnWrWRkJJCb+xYVFQ9i/pm/+uoILrxQx/33R3HkiKJVXes4CgXwYAYsjY31JsoddG0P2Uj6oVEcqu2PsdebIkwgyBCiNfARotVLbN26lcGDR5Da7VsOlozxfgcuiVbfZQ5Qq2XmzKmguhoWLDBajbdUq4vJyTmBQqEgLy8PrfZJINVrNniP9hFSAwaEcNll4QwcqObvv+v57rs69u4Niuf/jTgvrGyLVghm4dpEly5Kxo2TOOecWAoKtHz7bRmrVlV7KVtGcApYU0hABBkZx8jNzaWiogJ4AdNnvuk9ydx6q5bBg/XMnh1JZaUC9wSrtTpeFq3gkXCNj91J1Y/DaRj2OfKKC91vSNDuCNEa+ATy8NWgQa/XM2T4RHr1vSEABKvvUChk7rmnFklS8dRTsRiN1n90dLrO5OV9iNFoJCfnMcLCnBxA0a74/pxlZ6t45JFY7rsvhvx8PZMnn+DZZ6uCSLDGE6xCyjec4PDho7z22hFuuSWf1aur+c9/OvPUUxkMHhzhlfaDTdi3xLCGN3pYKzANPEui9b0j8eabYRQUKMnJqScsTGOjRXvxqy7ci+bNOyNYLc2x3Ha2Tw2ckHrT/ewHUW36D9L4Dj9/tUDQrghPqxeYN28ezyx8gwqDD8ICIEBCA2Ruv72O3r0NPPBAJNXVlv93LPswoFYfIScnFYVCCqDBWb4XBampSq6/PoJhw0L57rs6Fi+upaYm2D5m7olV+55WCDZR1oJ1u9VqiYsu0vCvfyVQUKDl3XePsXevN2/0wP3TYD7oKjfXSEWFAdN3Tx9shQOpVHHk5pZgMEg89lgSen3TNIGueleb8JKXtWm93KJ5y21raKzsk42kbx/NIV1fDAVeHt8g8BnNntYXICbc39Y4R2UdxN4lPK0CJyksLCQ3N4/I+Fd8I1gDhOuuq2fIED2PPGJNsEJbT4gSnS6FvDwZo9E0QCvMr49bfO/FiotTcNttUSxcGEd1tcxtt53g/fdrgkyw+tq7GrgizD62nirIfP11GVOm7GP3bi15eWnce28qqakejGZvxQkC0QPbVrCCSaj2x7pgNd1Xer3E/PlJxMQYuPPOo0iSjPveVS9kDLC3bm27aZ/5Yg1JQXXft1EUfYR01t+u2ycQCKwiRKuH3H333WT3HMuB4rH+NsVnXHxxPRdeqOORRyI5ftzRLdP6R6Zp5iz/CVff/+BHRkrccEMkr7wST1SUxPTpZbzySrWH89y3N+0ZCtCxhCtATY2R998/xm237aOqysCzz2Zy++1JxMd7M6tgYIjX1lOzWsvBaknr81ZXp2Du3GR69dJz001awNqfOlvnOsRsMcNVL6s9LMtpzF6dbQNTmECv0VNQbb0N6fJgCQkSCAIbIVo94Mcff2TJ0t8oOhFMkwi4xqmnNnDjjVoeeyyCQ4eczQAQCMLV9z/wajVcfnk4ixbF06OHipyccp58soqioqBJB4D/4lY7nnAFKCszsGhRKdOmFRIZqeDll7O48cZEIiO9+VXrP+9ra8FqOdOVrTyubamoSOWRR/pw1lnHueyyYovy9gRrO6FxsO0kO2PziFKWQ8ErSFc6LC4QCBwgRKubaLVaLrvyDroPmEl1bVd/m+MTsrIM3H13LQsXRrBrl2ceo/YTrr7/MVcoYMyYMF5+OZ4zzgjlqacqefjhiiAaYAVikJVvKSpq4Mkni3nwwQN07x7Gq69244or4lGrJceVXaL9BKxrgtXW/ZVEUzhASUkYjz7ai2uuOcSwYWU2yoNVz6qraJxct3XMTQxSBPGnPoFy90MQesTzBgWCkxwhWt0kPPlJ4jRqdpQ+4Di+yRM8HoTlHrGxRmbPruGLL0JZs8Y7Hg7fCtf2+eHOzlaxcGEcV14Zzttv1zBzZjmbNllek0AnUMRqoNjhKs7bnZ9fz8MPH+LJJ4s4/fRoXnopy0uZBqzhu8+A64LVGm1jV/Pzo3jppYHMmJFP167VVurY+e6JNlua0JitOzNtqzU0NtbdbGtf4v+R0XMYig33Id3sYXsCwUmOEK1uUFhYiLJ6PmFJzyFbzoSrwXcCtp1QqWRmzapl1y4Vn38e6mYrtgaueFu4to9YVang+usjmDdPw19/1XPXXWWsWFHvpfyc7UUgelcDzR5ncc3uTZtqmTlzP59+epz77kvljjuSiIjw1devd72vrQVruRMxrNawPdjqr79S+eGHDB54YB2RkeZ/AG0IVkuh6i4aG+uOjjlq03xppGzQyygKP4UjK11oTCAQWCJSXrmBKuoysjMV7K5c7Hylcjc785qn1dkfMFNqq+xsA7NnR6HTefI403afrad8dScdVvvF82Vnq5g6NRq9Xub556vYvz+YYlahPYWh45RXtvD/ACP3cN3uxEQVd96ZTNeual58sYSNG2t9YJcl7t0DbQVrnIN2LbedS2UlSTKzZ69HrTYyd+4ojEYrgt4ZoappfHU1N6v5ujnlNtYd1bNCv8Mz2LXhF/TjNiC/E8gzBJ68NKe8+h/E+OqBiJeprIXYiSLllcAGUqcfUep/o0jn4uArDUHhfb34Yh0jRuiZPz/SQ8FqH/c9ru03AEWlguuuM3lXV6yo5777yoNMsAaiZ9UWwWKnJa7bfeyYnjlzDjV7XW+/PYnwcF9/FbvuffWdYG17X8qyxMKFg4iLq+emm7a1reKKYPUmGjvrLva3MzWPKKkcDixCmuGZWQLByYoQrS6g1WoJqW4cfKV1c/CVBj+JV8c/rgMH6pkwQcuCBREcO+b7W8N14dp+3rhu3VQ89VQcw4erue++Mj79tBZD0OjVYBKrJy8//VTB3XcX0rlzCM8/n8mgQe3l2nEsYNsKVlcfyNkTrNYIoa4ugvnzT+Hssw9y3nn7Ww7ZE6wanP9O1Tixnmi22CrrTF9WMMRFkHDhApQrH4RaMShLIHAHIVpdIDz5mZbBV56i8bwJb9K5s5F7763ltdfCPc4U0IJj4eSccG1/7+r8+Rr+/ruee+8NJu9qsIvVYLXdfbuPHjV5XT/77DizZqVy223t4XU1p+1ny7pgdeRVdXQOnEtlVVISyZNPjuDWW7fQc/AJ24JVg+3vUHdys/qqHQ2tbM1PvJaM3kNR/P2A8LYKBG4gRKuTHD9+HGXNAiJS5rcdfNVueJo5wPqPhkolM3NmLX/+GcKvv6rdNc5tbAvX9s1Fae5dnTUrGL2rHYFgfR+e2f3TTxVMm1ZIcnIIzz2XycCB7R1QZ/qsKRQnvCBYLb2srqWy2rKlEx9+0ZuZd64jMkLX+qAG7/7hN2/LWrYBdycnaFqsUHnKQqSd78PxHU42KBAImhCi1UkSu82ja3p/Co9d0X6dthmE5Q3a/oDceKMWlUrm7bf9N89qa+FqICys/cSqQgHXXGPyrq5cafKuFhYGi1oNdu+qNYL1/Xhm95Ejeh5++BBffHGc++9PZcqUJEJDfRdXbonJw5riICTAm4LVCo2ZAb5Zks3+gzHcdes/NM+YpbFtO+D4sb61dWdwRrhqcFpQH4sYRI9TL0e5crbwtgoELiJEqxMcPHgQRc3LNEQt8LcpXqJF6Awf3sD55+t46qkIGhp88QPp/A95i3ANIScntl1mzoqMlMjNjeW000K5//4yPvkkWLyrHVGsmhOs781zu5cuNXld09LULFiQTqdOvn+y0yJYIywEqy+ugx3B2ozE868NpXtWOeMuLbAvBi3Fqjew7M/LMa5FAxYgHfgJale5XlkgOIkRotUJMvvlkt3zbIrKzvRuwxrvNucqCQkxTJ2qZdGicIqKAiMFS2uPq2+Fa9euSp58UoNOJzNrVjkFBcGgVju6WBWAyeuam3uQnTu1PPlkBn36hPusL+cFq6deVjszW1mJXa2qVvP0u8O58dLtZKeVtz5obcCUM2hsrFsTpebHrZWxPO4siVDZJZOe501Atew+pMdE1kmBwFmEaHXA9u3bkWo/okx6wt+meBWFQuaee46wenUEf/yRTCAJIZNwrfCpcB02TM3jj5tSWc2fX0ldXaD/cJyMYjVY36937DYY4NVXS/n44+M8/HBXxoyJ9Uq75rQI1tB2EKxWsDdRgAZ27Evg8596MnPSOsLDGmP6nRGqGhvrrmJZ112PrhWRXTAiD9WRLbB7iZuNCnxGNBATJIs3JtoIIoRodcDAkbPp0e9yjlUN8LcpXuWaa8qIijLy+usJZnvj8Y04cr09XwrXyy8PZ+bMGBYtquaDD2qDYFarYBVv3iBY37v37F6ypJy8vENMmJDILbd0RuGlb+3WgrXKjbRWtnBBsFpDQyux+MWyHpQei+D2azZBogMbLeq6jLW6lvtcEa52vMF16kSyL7yNkGWzkPKMLjQqEJy8CNFqh5UrVyLpllGk7SixrCYGDqxj/PhKnnyyMzqdrVvA3569eK8L15AQUyqfSy4JJyennD//rPeOqT7D39cgUAjWc+A9u7durePeew8wYEAEDz/clagoz7667QtWT72sDnDgXbVEliUWfj+U/r2Ocf7Q/W0LaLAtVjVOrLvquXWmjpOhC7sGPEhY/RHY8rETRggEAiFabSDLMmeOuY+e/SdSWZfZ/gZ4bfrW1kRGGpg69ShvvRXPwYPOpLfyr3DylnCNi1Pw2GMakpOV3HtvOfn5eu8a6lWEWG1LsJ4P79ldWtrArFn70WqNPPlkBl27upeezreC1YGX1c28qxU1YSz8cig3X7CVJE2N4zrewLJ9Z/pyMc5Wr4qky8X3EPLLg0hzdY4rCAQnOUK02mDJkiWo5K3sq8jzbUca3zZvyaRJJ9i/X82yZa4GwvhPSLUVrkagBHBu4FSPHiqeflrDoUMGHnqonLKyQH0U1xHEqsHi1ZsE+7nxHK1WZsGCIv78s5LHH09n+PBIF2obUCiOMm1acqNgPehiSIAPBas1LATg5oLOLN+cxl2X/YOkccJuW+2a73c1RZatuta2nWRXr+nEhEqw9jX3GhAITiKEaLWCLMtcetX9dOt3O9qGBMcVgoRhw2oZNaqWl19OBNxNb+WusPKsTotwlcnJqSIs7DFgPo7E0VlnhfLooxq++qqO55+vosHSYR0QdASxCqZrMadxfQ5CuDbhXZtlGT788Dgvv1zKPfekcsUVzrRvQKFYxLRpRjIyasjNLaSiwnJgl6uzXHkBjY39NgTg/9b2o1NcHRcNLLDfpmW7tvpxFo2NdXezGJghx6uIv/IhVL8/gvRsrfsNCQQnAUK0WuHHH38kRDrEnmOz/W2KC9iPK4uMNHD77cd46614jh/314xenmESrnswGmvJyckhLKwUOGqz/LXXRvDf/0bx+OMVfPNNXfsZ2oZ4B0tHoRRoEhMFOBuy4jrBeO68f81XrKjiwQcPMG6chqlTk+0O0DLNdPUvMjIyyM2dTUWF5aPodg4L0OCyYEUD2gYVL/w8mBtHbyc5tqZte7badAVbbWicKONqP43t7Ok9kbj4ePj7TS80LBB0XIRotcJjjz1GVp9JNBii/G2K17j55hMUFqr55Zfgfk86XSJ5ee9iNBrJyckjLKyz1XKTJkUyZkwYs2aV888/vnKvOhKjwSasPCUJyGpcz8LlATpuEazn2zt279tXz8yZ+8nODmPmzFRUVv6PmmJYB5CR0Z3c3FwqKuKATg5ss7ftBcFqDXseS7M6Ww914rcdadw5pjFMwFZ71vozX3d2ilZb9R31a6utpsUcSUH8RdMJ+eUJGgLzcZBAEBAI0WrBX3/9xdp1mykou9/fpriBdZEwbFgtp57qaViAJe0fImBCiU43k7w8BUZjGjk5ca0GZ0kS/Pe/UYwaFcqDD5Zz6JA7j6iFGHUPJfBc4/qcxm1/EKzXyT27y8sN5OQcJCkphPvu60JISMtnvGXQVRi5uSoqKmYC99P62njzHHkgWK2hsV7n3RX9SIyt4+LedsIE7PXnLBqLV3vr9tpoWuywu98tRKoVqP/zoVOmCXxIbJAtJxFCtFrw2GOP0aPftdQ1eHteQBdwOXOAbZrCAt58M3jDAtqiRKdLIi+vslVWAYUC7rgjiqFD1Tz4YDklJZYDroQY9T6W565JDCUSOOc0WK+x83ZXVRnIzT2IRqPkgQe6oFZLFjNdVVFRIQHJ2BesnnpZXcRJ76rlfm2kihdXDOGGodtJjq5pc9ylUAGNE+uulnPVBkBWqEi59HZCfp2P0Riog0UFAv8iyXLgp1ZvLzZu3MjwEaOIyNpNlTat/Tout9j2WLS2xBLeccdR4uMNPPpoEt7zsjprh7frtP2BVKshJ0eBQgFlZTLdukk89JCRE+50I3AC+yIlPFzmo48qufbaGOrqbN1vgXpxAtUuR7TYHR6u4KGHumAwQEWFnrQ0R1OzmtPOYQGuilUrx24duZl0TRUP/XQaaBx8v5nXdTVrgDnlNtY9obEvZUMtYdMzqZn4KvLCK7zUuMBZKisriY2NpeIXiHElMYcfqayB2POgoqKCmJgYf5vjc4Sn1Yx58+bRo+/l7StYfUivXlpOP72GRYsS8L5ghfYNEbBeT6eDxx4z0rUrjBghMXeuEKzexRceykD1eAajNxbMba6r0/Doo4fo2jWU4cOjyctzVrA6ws+CVWP92Hsb+pCqqebMfodtVHQTW3ZYHrNXztl+zNowhESQeckthHzzGMKfJBC0RYjWRvbu3csXX37N0YZcf5viFRQKmcmTj/PFFxqOHrUxjWIHQJJg8mSJ6mrIz4e77lJ4dcrXkwt/PEZvz75+BKYA12CK69zjoHyTXduBW4HAz6OpUMBtt6VTVSVTUKDnrrtiUKutnV/LfY68rF7EHcFqY782KoS3t/Xjpv5bCVfZGMCkwXUvq736ztazh7U2G9l79n0ojuxF8eCvbjQsENjnjz/+YPz48aSmpiJJEl999ZXDOsuXL2fo0KGEhobSvXt33nnnnTZlDh8+zA033EBCQgLh4eEMGDCAdevWWW1vypQpSJLEs88+67L9QrQ28vjjj9O91wUcr+7jb1O8QBJjx1YRFmbkq686dpT2lCkSvXubQgIeecTYGOMqhGtb2iOWNx6Ia1yPs1fQCRu9zQrgHeBq4EkgA3gUqHBQ7wjwP6DpeyFw42NNMazRZGSoeOihch55pJyQkBBmzVKYZRWwJlbbOSzAEo2dMk7s/+twFw5VRXNNr11t23TUtytYtqWxc8xeGw7K1odpyL7wBlTfPOZkowKB89TU1DBo0CBeeuklp8oXFBQwbtw4zjnnHDZu3Mi0adO45ZZbWLp0aXOZsrIyRo8eTUhICD/++CPbt2/n6aefJi6u7e/A4sWLWbVqFampqW7ZL0QrUFRUxFtvvUulIsffpniF2NgGrr++jNdfT0Cv90VYgDn++9H+z38kBg+WyM01UlbWlMf1ZBOu/h5cZq8PT/r3tv3fAmOAc4E0YDIQCvxip44BeBb4P+yn7/K/kDUXrKYY1ji02ngefdRITAzce68CpdKZPxLtHMdqedx8v71jrZB4bcsALswqID210n3Pp6N1R9v2+tU4OG7BgTEPwt5VSI+udb6SQOAEF110EXl5eVxxhXMx04sWLSIrK4unn36aPn36cOedd/Kvf/2LhQsXNpd5/PHHSUtL4+2332bkyJFkZWVxwQUXkJ2d3aqtw4cPc9ddd/HBBx8QEuLeE2AhWoFnnnmGzJ6jKak4xd+meIUbbzzAli2x/PNPhL9NsYHnP+oTJkiMGmXysB471rK/4whXf4tRZ+1yp56n/bpKA5APDDTbp2jc3m2n3meY8smMcaPP9rtO1gRrE7W18MgjMXTurGT69DoUCvP4Vi/b6E3Bamu/jWOHlDH8UNSN//bYDNiJBXU2N6s9LOtpHBxzo5/q6BR6nn81ym8eQxIZsAROUFlZ2Wqpr6/3SrsrV65kzJjW34Fjx45l5cqVzdvffPMNw4cP59///jedO3dmyJAhvP76663qGI1GbrzxRu6991769evntj0dJQeS21RXV/Ps86/TZeRHEG524JjNKt6l3GLbw8wBvXpVcfrpx7nrrkGYPEm+mpXIf4wfL3HOORIPPmjkyJG2x5uEa06OgpwcBXl5RrTa9rfTOoHzONk52tqrVhuJizMQF2cgNtZASIiMUglKpUyfPqYTfdZZ1Wi1EgaDhF4vUVGhoKxMRVmZEq3WvE13Rs1Z2uSojSrASFv1EAvYGsCzA5MX9mlXjbOBtevu+YjB1oJVaiVYm/qtroaHH44kL6+G//xH5vXXbU1N7aGX1VM0bhwz2//J/p68NOJXzux8mD+OdG054G72QvM+m9o4Znas3Il67qKB4qseRL61H9QXApleaFTgNDFAsMzD05jBLi2t9QDyhx9+mDlz5njcfElJCUlJrb8LkpKSqKyspK6ujvDwcPbt28crr7zCjBkzeOCBB1i7di1Tp05FrVYzceJEwOSNValUTJ061SN7TnrR+sEHH5CQmMKBmgtbD7A3/6JrLwHrIabBVwV8/nkXjh4NbdzbdLN1DPE6eDBcf73Jw1pUZLtc+wvXYBOjtognIsJIt271ZGbqSEg4QVycnvh4Q7NQjYoyYjBAWZmSigolOp1JnBoMMGiQ6SSPHl2DJJnuyZAQmdhYI3FxekJCoK5O4sQJJWVlqsZXJSdOqDhwQEt+vpLKSlcfAHlbENYBzwO3Yfr18hWe2d0iWEPJzTVS0So8t3XblZUK8vJSefLJIvbvV/PTTzG0FaXm3xHtHBZgue1ov5VjWkMIb+f34+bsraw9nkRdnB1RrXFi3RqJWBeu5uueYNZ/WeceZI84k/zvXoJJT3qhcUFH5uDBg61SXoWGhtop7V2MRiPDhw9n3rx5AAwZMoStW7eyaNEiJk6cyPr163nuuefYsGEDkuRZyOJJLVplWeaumc/RfdB/OFJr54cySATseecdITzcwFdfpVg56kvxGo/rIsH1OqmpMHOmgkWLZPY4GviNN4RrRxGitomMjKVbNx3Z2fVkZ+vIzj5IaqqeY8eUFBSoOXpUxaFDarZsaRKXJrFZWalAli2/fJIID9fz0UfrmDevP3V1xy2Oy0RHt3hpzcVw795aLrxQR0qKnqNHleTnh5KfbyA/X0l+vpKKCk+EbDSmcIByizIVWFcpJZgGYM1vZbuJfwMvYErS7wuc8yK7Ilibto8cgSee6MxDD5Vy6FAS27dbtmorbjfABKut/cBfchfG6vdzVa89vH+kr+2CnuBt4aqxfcgw/i5U8yYiffkI8pWBGu4lCARiYmJ8kqc1OTmZ0tLWuqG0tJSYmBjCw02Pp1NSUujbt/XnrU+fPnzxxRcA/Pnnnxw5coT09PTm4waDgXvuuYdnn32WwsJCp+05qUXr77//jsJQxF7tbc5XsnxMFCCo1QauueYQb76ZiV5v7wc+OD2vERHwwAMKli2TWb7c+fyF1oVrxxejtoiKimXYsDqGDaulR496UlIqOHKkSSSG8ttvUeTnh1JR4cwUrPYGJ1keLwUkqqqUVFUpOXDAeo3ISEOziO7WTcfZZ9fTpYueY8ck9uxR8s8/Iaxdq6KszBURGwL0xJTi6qLGfUZgs9m2OV2AhRb7PgS0wM2ArcfrvqDtvapQnGDatAQyMiQLwWprMFwL27Zl8tZb4cyatZuZMwc0PpFpKtMOCY41DrZt7XN0rFkYS7xT0pfHslbw/YksyvThbcvaakNjY91aeIE3hKstO8woHDCehIREjv/+EVz5HycbFgi8x6hRo/jhhx9a7Vu2bBmjRo1q3h49ejS7du1qVWb37t1kZGQAcOONN1qNi73xxhuZNGmSS/ac1KJ1zFXP0av/VWzXuxG8EmDe13HjSigrU7NypbOCLNDFa8v7UChk7rmnlpISeO+9CFydKMEkXGVycmrIyTGta7W+zqoQOKSkRDNyZC0jRtTSp88BCgvVrFsXwa+/RrFvXyiVlc4I1CYcCVVn6tm+52pqlGzZEs6WLS1ioylcoWfPes4+u5bJk6vYt0/J2rUq1q4NoaBAgeN74t/AAkzitQ/wOaADrsR0r80DOgFXAWog3aJ+0/Q4lvvbF5OH1VKwOharJkzX4KefksjIqOWBB/Yye/Yos6cP1mKNvexldYRlfUf7rfSRr41jfVUS13TaxSvFg91v1xHuCldX+lQoSLrkZiq/fQ7pgpuRx50831sC31BdXc3evXubtwsKCti4cSPx8fGkp6cze/ZsDh8+zLvvvguYcqq++OKL3Hfffdx88838+uuvfPrpp3z//ffNbUyfPp3TTjuNefPmcfXVV7NmzRpee+01XnvNlNs6ISGBhITWf/ZDQkJITk6mV69eLtl/0orWw4cPYyz/nlLFJs8b87P3NTJSz1VXFfHEEz2tPLJ1hLfEqzdDBFr/UN54o5bOnY3MmhWF0ejel7ZOJ5GXF9koXGvIy4vssMJVoYijd+96RowwCdWkpAo2bw7nr78iefbZThw75srH3l2R6mybju+72loFW7eGs3VrOF9+qSEmxsCwYab3dsUV1VRXS6xdG8KaNSq2blXZSPN2LqZwgHcw3XPZwOO03GtHMIUQuDrIq/0wCVbJgWC1LVbNeeutITz88FruvnsTTzwxFFlW03rQp7V2fBwWYLntaL8dQfzBkT4s7P4bXzdkU6S3NNQ9FLE1zevGisgWG5wVrhoXO2wsv/fyO5DemQ+HVgKnudiIQNCadevWcc455zRvz5gxA4CJEyfyzjvvUFxczAGzR2FZWVl8//33TJ8+neeee46uXbvyxhtvMHbs2OYyI0aMYPHixcyePZu5c+eSlZXFs88+y/XXX+91+yX5JJ0rTkp5hMzoZRRG/eXdhl0RruUW2w4zB4C1H9EbbzxAdnYNc+Z4a2IEdwWsOz/w5nXa/lCefbaOW26p4957oygudsUjaB212uRxVSjoQMLVdN46d25gzJgqxoypRqmUWb8+gjVrIti4MRyt1tnH6Z6J1KaY1muvHU5dnTv/iV2790JCjPTvr2XEiFpGjqwmLExm+XI1y5ap2b/f8/vFOu0vZNsKVme8q9auZUuZ6GgdTz65guXL0/n4494W5ax999gRrRqLon4UrE11pmg2Ea3Q8eSJEY7btrVu1o+5aAUz4Qqtv/fLLdbN23MGK+X7PH4du3RKjA+9hyx0q8+orKwkNjaWirUQEyTZAyqrIXYEVFRU+CSmNdA4KfO06vV6QipeQ5V0i79NcYPWP0zx8TrGjSvhvffSbJR3B1941+xhPU9kz556pkyp48knI7wiWKHF42rK41pDWFgw/mdrya2pUMQxalQNc+YU89JLh0hPb+CllxKZNCmd55/vxKpVkQ4Ea5LF4qldnsyIZWmPYxoaFPzzTwSvvZbILbdk8NhjKUREqHniiRoWLKjm3HN1qNXevsbtmy/XsWC1ZoO10f+ty1RVRTJv3qlcemk+o0ZZpuIIMVvAoZfVEzQ29lnbD/angTWr80llT4aFltI9pMz5tl2glYh1dWpYa2hsly+7Yir8+hlUBo7nXyDwByelp/Wbb77h+hv/S032AWTU3m3c555WMPf03H77PiIi9Dz1VE8XOnYWdzyu3vlSjY838tRT1Xz5ZSjffef91B3B5XFtK4qiogycf34VF19ciSxLLF0aza+/RlFW5si76c0/JG3tCg9v4KOPlnHttedTV2cudDy9L1y7FyMjDZx1Vg1jx1YSF2dg6dIQlixRc/x4e/5P91Ye1ibBGmMli4Jr3tUWWq7NiBHFzJixngfyzqDgQOO0z22+i8zwdViA5batdp2oc0PMdnqGlJF7/DTQ2PmMa6ys2/GymuOUx9UeGoclAEi9dTBFY25Cfm6akw0LXKXZ05oPMd78Y+ZDKqsgNlt4Wjs0V930Chl9r/a+YG03TD9Cqal1nH32UT74wJteVv+jVsvMnl3Lhg0qvvvON9cosD2utr14iYl6Jk8+xptvHmTYsDrefDOBKVO68sUXGhuC1dueVHe9i556JV17DzU1Sn74IYa77+7CU091JiNDyaJFVdxzj560NIObNriKZ95Y+4LVPe9qa++pibU7U/ji257Mnr6a2JjGWXSizRZzAk2wauzUARYrepAVWsHghKO2C2lsrNsgOq61onfK42qrXyf6ayLm0kmELH4ZaUUgfVcJBO3LSSdaDx06hKHiZw7Lns3KEAhcc80hfvutE8XFVtK6BDG3316HXg+LFoXjaqYAV/CvcLX2iNm2uImONnDTTcd56aVDREYauf/+FHJyUli1KtLK4DRviVRLO71FewpYic2bw5k3L4m77upKVZWCp56q4a67DCQmtrdXwvmwghbBqrIhWM2xdi4ci1VzUfr5tz3YtTee+6avRRFvtFnOIzQuboNJBNoTrLb2Ny41hPBFQw+uC9mB1eldbbVhgybB6pFw1djY74C959+CoqwUNq9wvbJA0EE46URr2ikf0TVzGOW67v42xSOSk0M59dQTfPFFqr9N8SqjR+sYMkTP449H2BgF7l28L1ztiVHXxVpoqJF//aucRYtM8ar335/CM890pqDAPGQiULyp/ujP+fdeUhLCa68lMnVqF1QqmZdeOsSkSTLR0bFu9u0N2t4bJsEa1ihYI80EqyfeVTOsiVCNxAufDiYmsp7Lz9vbSvi1qteqjsW2Iy+rq7jjXbWyf0lDFsmKGgYqjrUuZ1nWfNuJ0ACXhau1Pp0lEfRdI8k6dyzS7+8j7XazHYEgyDnpRGtI1f+ITP0/33Xg7jzXLnLFFftYsSKBI0fCfNiLOwLI/R//2Fgj//2vltdeC6O8vP1uTeeEq3fFqCOUSpkLL6zklVcOMXJkLfPnd2bu3ORGsRqoItXOwB237HEHx+eltDSEhQs7c//9KXTt2sCiRQf517/KCQ3VeKF/z1Ao5EbBajATrLbEqpveVXM0NAspXYOK5z8YytVjd5OWXGm1TKt95ng7LMBd76oVtKj4oaEbV0Xs9togrCa8FipgCwtPc93lE1Eu+cSUfFogOAk5qfK0btmyBWNdPgXaif42xYNBWBAXp+Xssw8zc+Zou+WCC5nJkw1s3RrOihXtnb2gaQKCOHJySsnJ0ZGXl+RCmihvInPaabXccMMJjEaJ115LYNWqLLwXJuFNMeZImJofd+c+NbfVnUFN9vPBFhSE8uijyfTvX8eNN5Zx8cWVfPqphp9+im4MufC0f9cwCdY6K4LVHNcHWgHWH+9rLLYTYU9NHN+vzWLqTf8w680zMMqK1nlIrREIgtUeGvhe7sZl+r10N5axV+F8ZgtzEWopUM33V5XZiJ8wz+PqCjbOwf5TLyQmPILKP5dA/0vdaFggCG5OKk/rwPPfJ6vXWdQb/PUo0DtcemkBGzd24uDBIBne6JB4Ro8OpV8/La+91k6uaivodAry8pIaPa6lhIUZHVfyInFxeh58sJRbbinjyy/TmTp1KKtWdcMzweoLT6oVD55Ldd3Bdx7YrVvDmTUrhVdfTWD8+Armzy+mSxdLT5ZvPbBtBWuilb7cG2hlz7vajNnH7uPlvQkNMXDF6L0tx+zFlnqCHTtalbEsZ6u+ZZ3G41WSmp8UmVxl3OO4fSfeZ7S6mmh1dcu2maBtE07gynlzdJ6VStLOvwTl1++KEAHBSclJI1qNRiMhlR9AnPdnaGhPIiMbuPDCA3z+eXbjHl8LcF+HCMQTG2tg8uTjvPpqopNz3vsO/wjXzpx9toIXXiiipiaSqVMH8fPPnd2c/StQRKov2/WFgJVYvTqS6dO7sGNHKE8/XcTll5ejUDgKFfEc64LVmr2WNljiTOyqxbYVkdQQreSFX4fw7zN3k55dab+8tyYRsIWt8hoHx6zwtSKbYXIpXeUqx23YoZVY9ZZwdeFPwbEr/4P827dQVeFcBYGgA3HShAf8+eefKKlhX+3V/jbFI8aNK2TPHg179mj8bYqHNP3oykyZcowtW8L5++9IuzXaiybhagoVKPVRqIBJhMTF6bj99l1kZ9fw3HPZrF3rjhBqz0f+vsCTMALL9+7qY/zWYlCnK+WddxJYuTKSqVOPceqptbzwQiKHD9tKveZZCEFrwdrVyp82N8QqOBarYFdw7imN47uN3bjr/H+YdaIxTABawppseUQ92XZ2IJer+xs5IYWzPCyNK+U9PB8z1HohGwOwbIUGgEm4Vumimss1hQooYmta53C1Firghvf66Kh+JGZmcfTPj2DYFNcbEDikJlpCGRPIubtbqEHGamaMDspJ42l97733yOozFqPs/UT1bfDRE+7QUD2XXFLIF190szgSTOEOrT1Up59eQ9++Wl59NcF/JlnB+x5Xy8FTMmeffZTnn99ETY2KqVMHuSBYA9SbGg00TX3o9hSIgRFGsGtXBtOnp7Jrl8nretllFTa8rrb6dty/fcHqeRqrZjQW29a8epZlNPDxzl6Ehhq4cvje1uUsyzqDlfbb2GTvuKO+be03r6eBxeHdOb3+MImGWjsVXMdlj6sb4RaK2Jrm9jpdcimqzz5EWWp70gOBoCNyUohWrVbLZ599Rk34JH+b4hFjxhziyJFwNm1q77hPb4UItN4XG2vgv/81hQVUVvo3LMAanglX2yP8NRods2fvZuLEA7z4YjbPPtud6mp7Dz0CWKTaSkJvedwt/CtgdboU3n67L3Pm9OWCCyqZN6+Y1FRXPMG2+28RrNgQrNbaMcdJsaqx2GdNHFqWadzWG5W8sGII/x65m/TMyrZJ+M3r2mjDa9hqT+PasWJVFGtCk7msLr/1ATsi0lyEmovTNuV8EeNKa7HaRNE1E9GvXolcbDn9rkDQsTkpROsPP/wAymgO1Jzvb1NMlFts25sysRFJkrn44kK++cbWSPJA9rZa+9ENvLAAa7QWriWEhRUAeislnUtD1aNHFc88s4WGBompUweyerUtcR+EItVXdQF/CtidO6OZPn0Iu3fH8eSTxYwY4Y6XrqV/hULPtGmVZGTI5OammAlW76exasZJ76rlvj3H4vh2Rzemjt6AUjI6l/7K1W1X42Kd2W/rGPBNeDbnaQ8QFtdgU6zam7a1iWiqmpfmfc4KVwc0CVVb9SrSM+k6ZCgs/syldgWCYOekEK3vvfceaT0vBSlY3m5bb86gQceIiNDz998pduoFmnC1LRLOOKOGPn0CLyzAGibhmoDRuJ2cnK2Ehd0CJOBqrtSzzz7Ko4/u4KuvUnnqqR5UVTWJjw4oUl1p22XafyCXTqfkrbcyefnlLGbMOMqVV+qBzi73rFA0MG3a32Rk7Cc3dy4VFTK2xaqb3lVzbIlVy3LWthuXjwt7oVYbuWLEHqvHHbbjyD5Xyru734zdyXEcDo3inIpDjgvbINrC0+At4WpPqFoSdfmVhHz2oVNlBYKOQrCoOLepqanhm29/5JjiJn+b4gJtf4jHjStk6dJ09HpHl8xXaXm8lztVo9Fz662BGxZgDZ2uiLy82RiNRnJyriIsrNDpugqFzMSJ+7nllkIWLOjJN9+kYBK9J5FIdbZft/CWgHV8LVasSOTBB/tx0UWlzJixF7W6E87+eTGFBBwiI0NDbm4uFRVrAK0Ne8zxPI1Vq3KO6lls641Knv9nCP/usYeMtMq2dTQ49G5axR3Baq8fe/2bp+2SJH6Iy+Lisn0gt41TtjUAy15oAHgmXF0Rq03sv+o69Ht3o1i12aV6AkEw0+FF688//0x0TCdK64b72xS3SUqqZfDg4yxdmu5CLd/mlfSEG24oY+vWMFau9HZYgOUjem8tAF3R6XqQl5eH0RhBTo6WsDCDQ4siIvQ8+OAuRoyo5L77RrNxYze8K1Q9xJsiVYPtGEdnCYI42H37Ipk5sz+dOtUzb942EhLqzY5aF7AmwXq0cWrWD6ioqAD6ARkWfVviB++qlX17ieP7oixuHbiZ5pHK1so7at8TbNW3Z4eNx/9/xXQhxqBjYG3LcH53hKMlrgpXT/rUxsWTNmwIoX8udqu+QBCMdHjR+s0339Al+9z2Dw3weKxUy4/VBRccYM2azpSVuTtla+CI165ddZxxRg3vvtsT34hLX5CEKTvcUnS638jLuwqjUUFOzk47wjWe1FQ1TzyxAwhh1qzTKCpyd0h9gHpTNdj3stk75gwBLGArKtQ89FBfCgsjePLJrfTsaS0w3XRfKhSdGwWrjtzcVCoqXgG+Bt6lJeugj7yr1srY2uegzOcHepIeW8XQbkcce1odte+t/K629jsYnd+gUPKzJp0Lq/c6JRxbCVCL0ACNxSAFZ4WrJwI5Oq6K6LgqNBecC98udbsdgSDY6NB5Wo1GI+9+8A1dh78B3s1w0m6oVAbOO+8Qzzwz2AutNf0w+n5KSlvccEMtv/zSmZISdwW4v2gSxdmNU772IidnFzk5O8nL641W26lV6YEDj3HffRtYtiyN997r7eJEAV7MlerNx/waL9Ytd7G+5ftwYvBia7w/paxer+DFF7sxblwJc+fu4OWXu/HHH62VksnDupeMDCO5uQOpqAjBNKVspo22nci5Cu6HAjgqY6ftWkL4/EAPbszazj8nOiNrGu/pcvfac9pOZ9q0174FTWLx59DOPL8pH42unnJ121SI9nKztphR3vxabmZUNFVUNV44W3lc3cHSphP/Hk/9vCeJLd1JRVJvt9sVtKY6NBopNDjytFaHykClw3IdhQ7taV2zZg0KqZ4DdRf62xQ3CeHUU0upqVGxZYs3Byy563n1zJvZq1cEgwZV8OmnXTxqJxDQ6ZTk5fXCaFSTk5NPWFhLRoHhw0t54IH1vPVWH/73vz5OCNYg9aR6q213CJiBXBLff5/CggU9mTKlgAsuKG0u1SJYa8nN7dsoWMH20wHfp7FyWMZB2z/WZxGlbuCMbLNBTBp8c480te3MPnDoXbX0bpaGRbA1Jo7zjrZNG+WMYG1rVnnrNpzwuDpLk2fVksqe3UjMyqJh6a8utykQBCMdWrR+8803ZHQ/vX0mFHCWcottB99fF154gJ9+SkeWg+Nfn3WSgM7ceOMBvv02hfJyW7MLBRc6XSfy8oZjNErk5KwjLEzPqaeWMHPmRp57biC//ppmo+ZJKFKd7dcdAmAg18aN3Zg7dwQTJx7gkkuK7QhWJ/FhGiunvaFWBGCDrOSjo725rvNOVJ2MjgWztXbt9WvNNmeO2xCrjlJH/ZTUlfNLD6OQ5WZhaCkObYUGWIpUW/ustuOEcLVljyWp552FUYQICE4SOrRoffrlr1AkjWv/H2Ev0blzDb16lfHbb8HqmWzxJg0bVk56eh2LF9tL2RV8mDyuJuH65JMrmDZtI08/PZiVKy3fZwcXqU0ip8mB724Itaf2+FHA7twZz5w5p3DNNYd5+untLghWi3Add6dgtSxnbduZfbbablyWk0a9pOSCuMKW8pYi19l2Pdm21W4jzsSMrtMkEoqe4fJhh2XtYUvMtkmN5YRwdUaomlN3+cUYlv5GbPUBp+sIBMFKhxWtBQUFNFTt4aB8dctODUElYM888xAbN3amstJXnmJfhgi0lJMkmRtuOMhnn3Whrq6jhFG3nDudTsnPP3elS5caSkoiGkM5fORN9RQN3vsMWBMrto67MzBRQ9AJ2Pz8GHbt0pCeXsXKlV2oqEjCbQWvwXfeVXfbBoxIvF/Zh6s77yYsTt+6jLPX2hn7HNhhry+HA6sahWFEQg2rUxIYVXTcbnlLrAlTT4Wrq2K1idIzTyE0VI3hr9Uu1xUIgo0OK1q//fZbumQNpVbuZL2AhgAXrzJnnXWI33/vilcH5victrF6Z555jKgoPUuW+HKEv/8YObKU22/fyuOPD6WyMoycnPWtYlxdJtC9qe6KUG8JWI0b9dthRi6Fwsi0aZtITNQyd+4Ixo8vZNy4wsajHqag83YaK3fbblzWhiVTrI/k0qh86+Utr7W3Z552EA5gDVuP21emJjKi5AQhhtbTNEerq+1mDbDah5vC1R2x2oxSScZZp6P/7if32xAIgoQOK1q/+uorYrpe4LigBu/9qHuRbt0qSEysY82aZH+b4iTW006pVEauu+4QH33UlYaGjnK7tQiPwYOPMmPGRhYuHMTq1Wnk5Z3SGOO6ynnh2lFFqrNtu4MGz96jlwdyNQnWjIwqcnNPYdOmTjzyyAiuv343559v+djWloC1kdXAh2ms3G4bifeMfbk8ei8xmvq2Zc3LezsswEXvqiNRuC82kkp1CIOOlDULVUcTCdjDHeHqKdIlY+HbJchWJksQCDoSHUVFtKKiooLlv/9Facj/uV5Zg/fEqwc/9GeddYiVK1PR6Zoep/vK2+qNEAHbHtSxY0vRahUsX27D4x10tJyv7OwKZs3awAsvDGD1atOfC51O5Vi4nowi1dl+3UGDHwUsKBRKpk3bQkZGNbm5p1BRYQrn2b07jry84dx88w5Gjiy1UdtF76vGyraz+8zxJMygcdluTGCbIYF/q3d7JqRd2bZyjzjyrjoiOrSGdenRnFli6xo5L0RdLe8t4Vpy6QUYjhwlZduPXmlPIAhUOkqAYSt+//13YuNTOW7o734jGlzPJWnJMYtty/ZsfJ8qFDJnnHGI558f6qEBvsb+4/6wMAP//vdhXnqpW2Pap8CY4KAtruet1WjqmT17PR9/3IMVK1Ix/1PRJFxzclaTk7OKvGdPRVvvpY+axjvNAN4VpprGV7XZtg7XP0PmNll+flyxAzf6htbC1YkntiYP6wYyMirJzR3dLFhNNLB9ezzPPz+QadM2cf/9ozhwwE1lrHFinzNlwKm4VWf7e1/uyxP63/m2IZsjcoT182+tLWewrGdDsFrDKbFqJhjXdYnlwl3HiNDpqVW791k1z81quW2ex7VNObM8ri732fQe4iF22GCO/7wC+l/sVluCFqqJQgoSn141RkSe1iDnt99+IzljpOcNaTxvwh0GDDgKwObNlt/SgRTb6jg+9bLLiikqCmft2mwCV7C6guk9qFQG7r9/PVu2JPD111lWSzZ7XCWJnJmrCAt1M8ZVY7F4gjc9qRqcs8uZMrYI8IFc9gUrNIUPrFyZzjffZPLAA+uIjtY57teR3tLgnmD11Ltqpd5+KYa/pVSuidzpZFiBg75dwB3Bauvx/7GoUA5qwhhS1PLjH01V82K1LfM8rGaDsaztB+94XM3tt6wTN3o4hl/FYCxBx6ZDitZff/0VWXOWv81wm7POOsRff3XBaAzeyxMWZuDSS4v54IO+QCDnmHXVyypz221bUShkXn65P6b3Zv3PhC5URd4zp2A0uChcNXhHpIJ3H/dr8MwuT+sH0EAux4K1NZ980peCAg333rsRpdJot6xdNFa2ndnnixRZjesfxfXhDPkwneUa6+fY1j5HfZtjYb81wWovdtWZONW1XWMZcbDCrlC1l4e1VX9eEq72RKolyguGovtjDUajB/eXQBDgBK8qskFZWRmbt2ylBC89ItF4pxlnCQkxMGpUUWPWAKslfNCr972g55xTS0lJJNu2dQQPKzSdo/HjCxk8+Bjz5w+joUGJo+uh0zkhXDV4JqjM8Yc31dO23cGPcbAKhZFpMzeQ0a2S3CccC1YAWZZ47rmhREfruPnmXXglFZrGyrblPl+myGrkiDKCNaHJjAspcK5dZ/oyx0nBag1nB1VFU8XuLkoyy2qJrfUg84dFm9bWHQlXVweDNYns6jP6g95A982fema4QBDAdDjR+ueff6JJSKfCaP2xbaAzYMAxqqvV5Odr/G2Km8QjSXGMG1fIt99mEtheVmcxCdbBg49y3XW7mT9/GGVlYfarmD1SbiNcO+tPPpHqbL/u0I4CVqEwMm3yBjLSK8mdP5qKylCnB3JptSrmzz+F008/zAUXFDbutUylZZZBoBzr600229tujxRZZsu34d0Yo91PWKy+bRsafHpP2ROsdutZPP6vCVWyPyGUPiV1VsvbEpv2UmG5I1ydxdIjLKtDSBvSn9rl69xqTyAIBjqcaDXFsw73txnOYeVHbsSIksY0V/bEXiDFtjbRMgp68OBjREY28NdfHWf2q9TUambO/IdXXunP3r2axr02roOV69osXCWJnCmrCFO76c0JVJHa1EZs43asm216apMPBaxVwWqJAwF75EgEjz8+gptv3krfvpYjzdzwvlqztT1TZDWyMzme4tBIzlGapffSYFvA2uvTTn+WXlZ3BKu9x/87ksPpU9oiWjWUNy/OYK1tbwtXe/YnnjYU7a9CtAo6Lh1OtL78zq/ImrP9bYabyIwYUcLatf7IzerJY/zWdS+5pJAlSzLQ65WemRQQxKNSGZg1awPLlqXzxx9NU+q6/sdBF6Ei79XGdFjOCtdAF6mO2vK0P0/qe3Egl1OC1RIbAnb79kTeeqs/9923jujoems13cMHA63std2UakoRWwOSxHfx2VxStg8pQXYsnJ3t06I/c6wJVnuP1e2JvSZ2JIfT7ZiWzg1lTglVW4LUF8LVGfvlC0ZQ98cG+hjX2y0nEAQrHUq0lpWVoavwYjyrJzhKd9WE2Q9aVlYFkZENbN2a4EQHgeBtbZtjskuXagYMOM6SJen+MckHXHPNXvR6Be+/39NxYQePiHUNDoRrsItUZ9twlUMvwY5M2BQGe0+BmjW2yx57HXafAZvjTMueMabybp5XhcLItLs2kJFZSe5Lo6lQuDGtsoWA/emnDHbujOO//91ivby5NjH/Lim30b47oQDW9lmrZ0OsWu77u6uGCLmBITVHWupZnm8Nzt0DbgpWazgj9kymlWOMrKE8QkHWUdt/KJ31inpLuDprP9Ac11q/eY9T5QXWqSbKLHgksJdq3EuXFqx0KNH6559/Epfog3hWjXebs8XIkSVs2JDkgofSC4M53MJ2QvSLLtrPihUpTg1O8T+OMgfE0717OePHF/D88wMxGJo+Lm6cc03LahvhmqIPnBH+vmrLk7ZLP4G9MyDzYRi+AaIGwb6xEHHEev3q5RB3LXT/DXquBHUa5F8AusMtZZwUsAqFkWk3biAjtZLcF0ZTUR3quv2WRAPREoveH8SgQUcYNarIjUbMaGfvqiVNAlKvULA0qSvjqva0LecoxtaybxexJ1jtYe3x/95kFdklbUWrK+LRmf4dCVd3+muKa635ba1L9QSCYKFDidbffvuNpPQR/jbDdRq9LyNHuhsa4C3x6kyIgO0yarWBs88+bOFltZzysj0XT4gnJMTA1Kmb+eyz7uzfH+O4ii0vq6btrmbhqpTIuW4VYSEBkMfVm2252681Dj4DqbdCyiSI7Au9FoEiAorfsl4/8wPodDtEDIaw3pD+BshGqPrFevs2BKxNweqq/TYorwjj9fcGMvm2TcSkeiFMwJoN1rad2eeEd9U8xVTT+qruMQysOEFivbZ1+IB5u9a8rw76tuy31ba1VFEOBJ+9ONW9KSqyS/VIRtluW/ZCA9wJG/DG4CwwxbXqRFyroIPSoUTry+/8ilFzjr/NcIuEhDoyMytZv95x0n7b+NLz6ni6ydNOK+HEiTB27dL42Jb24Zpr9qDTKfjyy25me50ffOUIXayKvI8aPa7OClcNgSlSm9rw9kAsow6q10PcmJYykgLix0DlSsf1AYy1IDeAyok/ZY2CStHJScFqr38n+HNVF3bsSmDyxM3WY2DLnVi3NnOYNRusbVvuc8K7ai8fall4KFsTY7moqnX6K6tTrVrzvnpJsFrD2UFVRXFKJGR6lLnu6bRlhzvC1V3kC0ZQ8+cG+hiEcBV0PDqMaK2rq6OhYhtHpTGOCwcgw08vYefOeKqq1I4LO8SbgtH5udHPP/8Ay5Zl0jKXZ7AST48e5VxySSHPPz/IbJIHz8ICWtH446zTOxCuGgJbpDpqy9P+wo+BbIB4iz9zIUlQX+K4vgY4NgtCUyHaue8GhWRk2hWNg64+GE1FmJuhLhqceO8Si94ZyIC+xzhtpFn4gpuzvTb3a80Oe2XsDLQyx5potFyWp3XmzENHidFUthG4TntfncBVweqwvUYPaZRUTWESZNq5vTwdgOVL4ao8Iw1ZqyNszzaP2hEIApEOI1o3bdpEaEQMZfpsf5viFkMHHmHdOk+8rNZwR7jG21i3T9eu1fToUcHy5Wlu9BlYmMICNvHZZ92dmyvehbAAa7QSrhNWEdbJSq5Ld9AQWILXH/X3L4AjH8OAxRAf5rB+s2BNqiT3f6OpqG0UrD5MpVVRGcar/xvI5ImbiY3xYjaBpn6t2WGOi6EAzftsxJEWdFGhxMgpZS2qz1p9q95Xi+OWNtjDXcFq7fH//mRIL3WurCPaQ7i28iKrVST3yKJ6/W6X2hAIgoEOI1rXr19P59Q+pkeH/sbZzAGNSJJM317H2ZLvjZE43sB576qJEM4//zCrVqV4yVPsT+L5v//bg1arci4swB2sXOZm4SpL5FzqZoyrhsASqc62b4/QRJCUUG+pIEohMtl+/QNPwYEFMOgniBrosH+bgtUSHwjYFatT2bYzgf9O2Gy9jq0MArbWm/qxt+3iQKvmbStppczHMxsVEivTNZy2v6xN2Sbx6sj76mpYgDUhaS8UwHJiAUuKEiC+CsLqZYdlbeGMWPVUuNp6j0n9ulOzbpcL1goEwUEAKDzvsG7dOqI7DfBdBxrfNZ2ZVolSKbNvf6zjwgGFKQxBpTJyzjkH+emnDH8b5ALWMgfE07lzLePHF/LSSwPMwgLs4KGX1RxdlIq8b1wUrhq8JyzdbCtUqSc5ooaMmAqGdDaJy/ToSlIjqwlXNQCy8/1a9q1Qg2YYHDUbRCUbTdvxo2zbvf8JKHwUBi6BGAeTjWhAEWdk2v85IVgt8ZqAlXj1fwMZMvAIfXoed7MxB32Y4yXvqq1k+psz1PQrrSJG29BczxUBa2mHIxsscSRWHaENlSiPMZB93PrsWNb6trbubeFq7lG1J2ojh/VEu1akvRJ0PFT+NsBbfPjVWjKGTweDvy1xnf59jrF9V4JJJEWDi3/o/USL57Fv32M0NCjYti1QPMXQajpMF7j22j2sWJFCYaF5tgDvDb6yKW40phed3iRccy5dTc6lq8j75lS0Dao25byCC20pJCNp0VVka8rJjq0gLbqK+DAtcWFaIkP06I0S9UYlkSqT0H7otFWEKoyEKIxo9UrKtGGc0IZxuDqK/IpY8ss17K+MocFoJb2buV3lQPcZsH4iaIZD3EjIfxYMNZAxyVRm3QQI7wL95pvq7n4cCnNh+IegymyJfVVGgaptTkOFZGTa2A1kJFSS++VoKtShprDscufPD9D62lobHOWACkUYX/3anQnXb2f2w6fjkymQrdx/7uZAtRRbTSKqHA3lESoOxoUyouQoazJNUtGyrSpdy7Vo6rOqzJNg3tZ2OLLXUZnSBDVJx5QcSLX+o+JKvtam9+/MuuW2OzGu0qheVM99lVHGX1ipOM/l+ic7FcSiDxJ5VIObmWeClOC4Kg4wDcLayTFO97cpbtG/zzG27PCV4AvBXQFnu73WjBhRyrp1SciyD35k2414MjIqOe20Yu6660yz/d4ffOWIVsL1ylXk/XIqWr0XPqq27LJBalQVI5JKGZFcQo+4MoyyxL5yDfkVsfx+oivH68Mp04Vxoj6Uar0aGYlwZQMfnf4Dt666gDqDikhVA3FqLfHqeuL1WtJiKhmVUswNfXYQrtKzryKW9aVJrClJpqAiljZCTQNo/g8UR2FzrkmAxg6G05ZAWGMMeN2B1mFBBa+Ysg6s+VfrtjIfhqw5rXa1Eax1Zh5W8/NV7tq5c1fAfvNbNy4+cx8jTi9h7VYH0yCX02LjMbM+zffbsgnnQwHalHHg2WxaL0yGPiV1rMmMblWnWaiZtd0kYM37ryqLdtnLak3gORKXto6XJBoYvLNtuJM77XkqXF1FNyILWdeAcs8u6CVEq6Dj0CFE6+bNmwkNj6ZM38MnzglfopBk+vU+zqdfm822FJDeVlviTWbkyBJee82HoRk+xxS/e8MNu/jpp3SOHIlwXMWLYQHW6uj0KvJ+P4Wc81aTc56bwtUNW9KiKzk37SAjU4rpFF7H5qOd+PNwF17ZN4jiuiiMLn3AJGr0amr0ag7VNu6qBoqAcpnOEbX0TTjOiKRSLu++l5qGENaWJLP8YBq7yuJo9WHue6dpaaLcrJszlrfudmyhY9PKHQhWSzSt67qECwJWWx/CZ0t6ccP4HazflozR8o9gOe7dY16YYcqVx/BgStJ/xs4aOunLOKqKa9OOs95XZ+1xVbA6Ep9HEgzEVikIq5cICa20W9ZZL66vhWuzHaGQ3COTyvX50Mvp6gJBwNMhROv69evplNqbg4EwCMtFMtIrkCSZgoCOZ7XtbczIqCI2tp4tWzq1oz3ep2/fE/TrV8YLL5gP2Gm/sABr6Awq8n5xQbjaacseKsnIaalFXJRVQDdNOSuLUnm3sB+byjqhNfroK0IjcYRIjlRFsrwqHdUGA/0TjnNKSjG5o1ZyrC6cHwuy+O1gGvUGKzZozNbLXe9eEWdk2ukbyIirJPczB4LVm307IWCXrshk/Dn5nD3yIL+u9u50yL7yrlor0xAlUxmuIPOonoaUlrLljSfQWe+rNTwRrM4+1leHVlEZE0rGcR1FqU5VcYgvhKut95PSN5sj6/bCdd6xXSAIBDqEaF23bh0xndvB06fBrR9Ie/Tvc7wlntUcr3pb3Q0RcPxofMSIEjZt6oROp/Qst6SreHRuzAdhxQMyEybs5Kuvsqis9GD6WY0nNllvy65w9bA/lWRkbGYhV/bYQ72s5IeiLPJ2nkKNvv0zQOhjlGxs6MzGA515e1s/Tu9ymHFZBdzQZwff7evGV/nZaPU27keNxXa5/b4Ukplg/Wk0FaGh0HTZHdS127erdW0IWL1BwYff9+bG8Tv4c30XGpye1pnWnljzdfPwgUa86V21KpwkiQPJRvqU1FGSom0To1ludvIceV9tpdeyhSeC1bzMsQQdicfUFKVqnWrP1iAqy/fqiXB1VnTHDMum4LvlTpUVCIKF4HNNWuGDxWtpiAiQ6VtdHIDRv/cxtu4MpAFM4MrkBCNGlLBmc3L7ClYvM3LkEZKTa/nmmyyzvf71sprTJFyNskTO2FWEJeg9EqwSMmd1PchL5//CBdmFvJY/kDvWnsd3h7PdF6xNI+gTGrcTcHtEvS5axa+VGdyz6SzmrxnJwE5HWTTmZ8Z1y0elcGKkpcZssaCNYNVa/EmxU9eTfh1ikYXgz/Vdqa4L4cIzClvKOJP2ykmcTWNljrUR67ayBzQthcmQUQrIcpuy1kbBW0sv5WpYgK2YUkehAtbKHEs0iVZnytrDno2uZBVwpc+QUdlUbNzHBcavnK4j6Pj88ccfjB8/ntTUVCRJ4quvvnJYZ/ny5QwdOpTQ0FC6d+/OO++80+r4K6+8wsCBA4mJiSEmJoZRo0bx448/tmln5cqVnHvuuURGRhITE8OZZ55JXZ39DB2WBL1o1Wq1NFTu5HggD8LS2Dog06vHCXbutpETtd2FoGszaWm6aunevZx1G709KYKnOOtVjkehkLnhhl18+ml3tNqmBw/tP/jKUVs6g4q89Y3C9dRVhCndy+PaK/0Ez5y3nOv77eDj/b2Yvu4cVh9PQXY1GDwR59I9eZQSSmKbIZEHtp7Oi7uHcEHGfl4691dGJhc734SmZXEoWO3UdRlP6iaCnCDx/vK+/PuC3YSHeXMgZVucSWPlilg1pzq+GqVRJqustk05awLWmT4c2WWJM2LVFscTdMRUhaBqkFwSjda80fbif50Vrq5gHJmGsb6B2r0ufF4EHZ6amhoGDRrESy+95FT5goICxo0bxznnnMPGjRuZNm0at9xyC0uXLm0u07VrVxYsWMD69etZt24d5557LpdddhnbtrXMyrZy5UouvPBCLrjgAtasWcPatWu58847UShck6FBHx6we/duVCGhHNf3CrpBWInxWqIjG9opntVRiICLQi0ahg8uZc8+DRWVYZ4Y5jpeCZsw/VEYNuwIERF6fvrJidhBHw++ctSWzqAib/Up5JyympxTV5G36lS01uI9rbSlVhi4PnMHY1ML+WR/L7491A297MJjZ288DLBsw+mnEhLrTiSz4UQSZycd4K6h/7C+pIg3tgygusE5z7BCMjLt3A1kxFSSu8IJwWqJxmy93LWq7tZdv7czxeWRjBlzgG9XZbv2FKfcrF+zdWNFZKu4Vm8MbrInFKsU0RxO0tO1RMWxeCshABZhAdYeqbuSWsqZfa60GRpagTYsnpSKBsodfAacaVNDeav3ZS8EwFaogNOEqencLY3qbQegp+PiguCmsrL1YMHQ0FBCQ9t+z1100UVcdNFFTre7aNEisrKyePrppwHo06cPf/31FwsXLmTs2LEAjB8/vlWdxx57jFdeeYVVq1bRr18/AKZPn87UqVO5//77m8v16uX6KMGg97Tu3r2buE4ZgTETlj00bXdlZ5Vz8HA0ugY74sHn3lbXvKtE02zTiCElrP0n2RdGtRuXXFLIkiXp6PVN90/ghAVYq9MkXK16XDVY9fD1ijnBwmG/0Sv2BDPWn8Xigz0cC1ZnPame4GL7RiR+Lc1g6rpziIxo4PnzfmVEdrHD86mQjEwbaiZYdaH+86K6VFfi21XdGDdiHwpJbp3SCivrbuSGbcIT76q9MtFUcTy5mowSqU0Zy3LOeF/t2WftPVnb50zKKvNyVZp6Yspt/zF3NvTAmt32zqenHtdoquiUkYxhd4HLdU92qlvdBYG9VDf+OKWlpREbG9u8zJ8/3yvnYuXKlYwZM6bVvrFjx7Jy5Uqr5Q0GAx9//DE1NTWMGmWaAObIkSOsXr2azp07c9ppp5GUlMRZZ53FX3/95bI9Aa70HLN7925iEjM8+yHxE9mZ5eQX+itrgPtiFUAdYmBw/6Os2RCMotXkZU1Pr6J37zKWLvVghLbGxn4vhQVY299KuJ6+irB4WzGuMuO75PPIwL9ZVpzBA/+cQVGdDfXdHiLVHi70XaYL57Gtp/BuQV+m9d7ApOytKDRGq59/q4LVEg0BK2BX7khFpTIyrEeJGx24h61H9ZbbznhcAUo71xNVrSKpptbpdqyJV2u5YO3ZZ4mzYtWSSo2W6PJQq2WtlbclSttDuFraFdcthepd7XfvCPzHwYMHqaioaF5mz57tlXZLSkpISmodApiUlERlZWWreNQtW7YQFRVFaGgoU6ZMYfHixfTt2xeAffv2ATBnzhxuvfVWlixZwtChQznvvPPYs8e1mduCXrQ+9NpOQjXZrXdq8J2A9aRNi7rZWeXsK3SiQa95W0MsXp3ESv8D+x2lrCKUg4eDbQRWS+aASy4p5I8/UqmqanrE7EUvqy003mlGZ1CRt7NRuA5YRZiidYyrSjJwV69/uCJtDw9tOo2vDvVonWPVmyJVY7Y0/QeLxf336pRdEstL05m54SyGxpWSM2A1kcqGVvYoNE4IVks0BJSANRgVLFmbxfhT9rnRqAVmnlhbM095w7tqvi+aKsJDKilPqCW5JLTNMWvl7e1zVlBbYi9MwJGntCq2nujyMKfKOsJXwtWWXRG9kqnbWcK/+MBdkwVBQtMgqKbFWmiAL+nVqxcbN25k9erV3HbbbUycOJHt27cDYDQaAZg8eTKTJk1iyJAhLFy4kF69evHWW2+51E/Qi1ZV7S70EXbiIjT4TsBa4tLjOZnszAr2OiNavYr73lVzRgwpYe2GZAIvkNjRoBWTlzUiooEzzyzi++8zG/cH3uAru/sBnVFF3ta2wjU2REveoBWkR1Qxc8NZ7KmKb7HLW55UDc59rpwtZwsHNhfXRTHrnzP/n73zjm+jvv//807TtmTLK3Gc4STOTiAhITgQdgMUaAudlJZCC90DAi2UYcxogAItZbWl319poYwWWgqlhQJhN0ASyGCF7D3sDFvDQ9a4+/1hyzmd7k53Gh6JXo+HHpY/+6ST7qn3vd/vD3FZ4I7Zb1Bb1HPhFpFYOKU36Oqj+QSKM/gC9zEoAPbFFXVMGdPKyEoVlPgtPk87bXLjTKyrevC0r6aDUc12XTA1M0+msGgEemYk+/ZT0uFEjKa/XBqBqFZ5puCqfujJNa2G0IZCIFZBmaumpoaWlpakspaWFkpLSykqKuorczqdTJgwgTlz5nDbbbcxc+ZM7rnnHgBGjOjZ3S9heU1o6tSpbN++3dJ6hjy0SqENdDhmmGvsy+tSzMnX86eyPIzX282WbaWGzfvUnwZNA1jtkczco5pZPoT9WU88cTfbt3vYujXN6z/AwVfpxlKD60h3iNtmLWFvdzHX7Tye1tKi3FtTM1lvLsbQsQ53xh3c9lEDyw+M4LZZSxhf0tYDrJ4gTe/PJxB1pc6fzdr7uW/I5WLpphGcNntbBgNYVzbWVa02XkJ01bTgO1CMrRf8MrW0qsvMrMHM8em18RIi6o4RcUcoCWjvlKflvpBuzmzB1azEI4fRuT9IxJ+6qURBBZnRscceyyuvvJJUtnjx4j5/VT1JkkR3dzcAY8eOpba2lnXr1iW1Wb9+PXV1dZbWM6SzBxw4cIBYuI39ooWNBXzkfIOATFQ/zs/O3V4iEQtvgRKgchJBn2YOHQ2r6qLUG2Hthorc/xDwp6nPyXHLnH76Dp5/PvFhGdzBV+nKE+B605Fv85u5r/NGYBS/2zfLehorM3PnUso5/Bn0V7zW0n6BhzdPpz1q5/bZ/2N/dxFXrzrxILDmcu4B6PvSR3VcddZ7PLpyKrG4hawPaaRM3O/Hl9baqlVmpk2kJELUHaHGLxGs1k6Ury4zyjJgZh2Z+rVqqcPXSYm/mFDVwWwL6QLB9MbXygqQSVYBMyqtkSkp9yJv2AyDJJV5QQOr9vZ2Nm7c2Pf/li1bWL16NRUVFYwZM4ZrrrmGXbt28Ze//AWA73//+9x///1cddVVXHzxxbz66qs8+eSTPPfcc31jXHPNNZx55pmMGTOGUCjE448/zuuvv96XFksQBK688kpuuOEGZs6cyaxZs3j44YdZu3Yt//jHPyytf0hD64YNGyj2VtHZl9F8iMjXG4S1xZf5GInvrVzBqwVAqx/rZ/ueUqIlubt49qfq6wOMGNHBkiUjGIpuAVry2KOUF3UTjDkZ4WzHJcatbcFqcb6cSzm/P4P+VT0uAXUVIUJRJ157FJ8zrA+tuZq7n/p+tLOK9m4HDeObeWvDyORKv2Is5c5XynLFc3XaKz1lAoFGgUkdvk6K/cUEq0OmwNQIaPX6WlmXmbqEOso6KQ4UmwZVIwtpvsFVPd+wMSMIrN9bgNaCgJ4dRE855ZS+/6+44goALrroIh566CH27NmTdMt+3LhxPPfcc1x++eXcc889jBo1ij/+8Y996a6gJzvAhRdeyJ49eygrK+PII4/kxRdf5LTTTutrs3DhQsLhMJdffjmtra3MnDmTxYsXU1+viklKoyENrevXr8dXNZrO9E1zKx9ZW2tHjwyxbpPOpgL9KavWRB/UT/WzacdAZT3IXqecsoslS0YoNhPQUH8EX+mVWxyryBblhqPe4cOOKv64ZwbXjVlO45ilLNo+Tx9cM5nbwpr6ArL8WY5nsr+IxMKRK6lzB7l8yymcVr6VG2e+w5UrTmR/t/Zt3VzN3T99BV75eAynTN2RCq15llmLpbpMDXiS7wDlfi9hFZwllAvrqxWZvd3uw49Y6sDTPC5pA+hsxsw1uBrNW1VXQ3B9i259QYeXTj75ZGRZ1q1X73aV6LNq1SrdPg8++KCpua+++uqkPK2ZaMhDq7dy7EAvIyPVjuzgtSVZpFrKhax81/sOPq0f7WfZByNyvZp+kswxx+zlD3+YzoBbWa3OoSERmSumrqA15ub3u2ciIbJoewONY5Ylg6uFMXO5vpS2/izm0umrBNamrfMJxF38Y/8khjm6uGbmcq7ZcjwR2W49j6mJufuz7zsbR3BewzrcjhjhaG6/ukN4kyDQimXSyLqqVNgXonR7bVK9X3GwubC+ml2fGbhUHkPE04mzvRhkNGNPMwn2ygW4mlH5hOFsWlvI1WpFITzEM7k+DIA6Te8AeWhoSAdi3f6XT7CXTrDe0ZfzpViSIMiMqG5n156S7AfLxMiQNtBKJZ/yH5n60QE27fBptx1Qpf/w1tWFKC2N8MEHBi4lgzz4SqmvjfuEWk87v9pxNFLvxzki21m0vTc4a/xS3OUZbPmqNXfiMVDj+EjprwWsPRL4v+Yj6ZZsXDpyFSBnlz0hV+vOou9uv5d9oSJmjtmr3dZv4rmJtFd6MhN8ZbQdq71sD86OYkqj4ZT26mAkK0FZRusxE0CmtX71MURLuhDiInbFTmpmovfTzZ1tcJYZeaYMI7RuL9/iAUv9CipoMGpIQ6vYuYmoe+JAL6NHFqw4lb4u7DaZvdEcQKsVZQKrvuSi6vIuiouibN1lMutBLpUD/925c/eyalUV0ajODjdDJPgK4PjqnZxZu4VbtzfQISVvZxqR7SwK9oJr5VLcgkVw9ZEdbFmdIwOJPomF41ZSV6IG1h7FZJHbdxzDpKI2vlSlSmA9RAF2+a4RzJ2suNXrz2CcHEgLwNLleJVdEWJFnTj8ZZrAZwS8RmVm4dEMrOpJtknEisM42ostgaqZdeQbXN1TKghuzWK7tIIKGkQa0tAqh5sJOwb4FnsGqh3Wzt7WYmLxfnr5cwCrCdWP8bNjj5dobGgGYR1zTAvvvpuBa4NPp3yAgq8qnV38YNL73LN7NrsiGm+urxdcW02Cq4/8Q6qRLM4tIrGwfCV1jiBN++cT8Lo0+wfiLn654xi+XL2eerdfe7AhBLDv7hzO0aOaEcvlvL9XWr6ierBqOserbz8ef5F2nWq8TKyvRmvQUjpYVY4llQQp7Uj/na23VrNryzW42saWEg50EuuKmGpfUEGDWUMWWuPxONHOfXQIgwRaLVzwRg7rYPfeXiurLwdzGwFpBoFWRqof7c+fa4A/P8MmVF4epr4+yIoVOvllh4xbgMwPJ69mWfsIloeMAVwXXH3kDlKV46h3xMpkbOV4GkoBVkmVIUDVf3PYx1P7J3LpyJXYhbjx3IMcYNfurUAUZCZWtZkb16/9XAocvMsTingUTdIsQCErltGE4mUHEAOVpiE0G+ur3hqUYxtJvZ6YpwNbuydte7Myu14zGxYYqaw2jmi3ITYXNhkoaOhryELrvn37QJYIMEig1YJqq9vZvVf/yy8nyqF1Vakef9ahmTlgzpx9rF9fTiCQo+3t+iP4SqP8UzXbGVsS5ME9OptqqPr0gatdoHH4Uty+LH1cfVgDNCtt08yVFlh1+j8VnUhMFvlK9Xrzcw9CgJVkkRW7hjN3tGo/eb/ieT/cCc4EJAFcvl04/D7Lfa1aX9VjqdduZSOAhGKeduwqaLXq16o1l946zYCrkZU58RBsIqUVpXTsDma0xoIKGkwastC6e/duXMVlxIQM/UJ9OV1Oj0xe3GqHtbN7n+LLL5dryROs9kjOr6U1z+pxDRiuXTlYrazqIRxhLq7/iN81z0zxYzWaIyLbWRRuQEKg0b0UNxbA1Ud2EKY3lkWJSCwc3ht0FTEBrArFEbk3eBTnVG5ibFXA+uSDCGDf3VHDMWpo7SfpuQykKzvoHrAPOnx4ot2mLK3ZWF+tyAx89kBriSVQNXuMWs/V/xuBq/qhVlm1j849BWgtaOhryELrnj17KPHm0tTVf6pVugfkSlZhFSxfRKvGd+EpibI1XJa6paaZR15lnDnA6Ywzc+YBli/XcA0YQsFX59Wt44O2ala0W9xC1wcRLICrj9xAapo1mZ1DRGKhayV1YpCmrvkEcFle47ZYGc93jOPCsjXZHd8AA+yqjmGM8LZT481wa06dDAJKINV7rpYZ66ryf8HVBe52CFSl7ZML66uWlTXdMejJXdKCrbMEpPQ7zZmB2lyCazqVVvno2JODSNaCChpgDdk8rXv27KG4tCptsue8yG9QV0Wa23MyVeWd7G1VJTz3pRk3l/JZbN97famv9bNjn5fIQARhZfl9O2lSO+3tDnbutECoPp3yAQq+qnG3c2rNdn66+eSMx0qAa6N7GY3upSwKzyNMjvO4ZiLl/P7kKk1gtdBfqadCE/lDzWJmOPfxUaTaUl9NKc+FfsoD2xVzsK6tgunj9tO8vSTVb9WX5nkeZMbamijr9O3G5i/FVdWzD7nVHbC0yozyviZkZotao2OQiwSQBYTuIuSi1C1trECqskwrV6vyufp/ozyueiqtLiu4B1hQOx7iaNzJGoTq4vAKsBuyltbv3LWHIm/1QC/DsrwlERx2mbaATsqlfMqHtQuXyppUPyLApt158mf152fYhOrr/Wzc6CMlM/hgdQvQ6PP1cWt5MziKnVrZAiyM1WdxtQs0epbiLsuhj2uOA7HEMhPAarQeldplJ/8MTeyxtqKxK4xB37TqRwvsJr+Pep8/uW8/ym8wYTorqc3XQtxfk1Jnxjc1E+trolzdz0iallJRRnaFEcLG2Q+sqj8srp6aUqK7BsTEU1BBOdWQhVYhvBtniY5/4kDL4KJVUdpNZ5edcETDyO3L24oytq4qNaoqxPZ9A5CfNWs5qK/3s2mTL7l4CLkFjC0JcExlM0/snZL1WNALrrZeV4H4UtxyHn1crbRVSJQlFsZXUmcP0uScT8CXQQCdxtz/6RhPla2LBncav1CNvqaVZ4DdFCijviwD31yFzGQQMOsmkJAp0CzdihDymfJNNevnauT7aialld4YasnuLoRwUVZ+rXpuDemeq/9PB67KNZbVFtGxO0N3koIKGkQastBqi+xCdg29rUTLy8K0BXMUvW5GPrKyripV4Q1zIJihhXiAc1uPHx9g0yaTVmJfDifWG8viHJ8btYlXA6PZHytKrbQ4VqJPRDAJrj6yAzi9sQzUB6xykCb7fAKCy1J/o7m7y+z8q30C53g2Wu47WAB2k9/H2LIAoiBp91N+3vw6z/MsLZDy4cfmDhLv9iaVZZMZwExZunWZhU+bK0RROLNcrVrKB7hqzVs8qoT2Pe1p111QQYNdQxZaxe7dxJ0jsxvEl5OlaEvnAlVeGqYtU/CzIh85g9WEyj3dtLUPgFtDVnLgdkeprW1PtrQOtJVVTxpjlTm6OX7YLp47MD7rsdTlmuDqI3eQmm59GnPoAqvJ/mb0sn0M450Bxlf4rXfOYt5cAezudg+SLDDaOziDa7T8SROAZXOHkLpL8Egdhu2UY+XK+moVcFPauDshXGyurUnl2+IKUDS6mFAhe0BBh4CGLLTK3XsJ22sHehmWVV4WptUIWn05mMTqGKYuoDIV3jBtocEIrXqZAxxAj5W1rc2N329i7T6d8gEKvgI4tWY7azsrtH1ZLY6lpT5wtQs0ChZdBXIlHwd9WM0Aq05/s69HB07ejI3idPu2nFhv+xtgZZ/A5nYf9SP8GUysLzMZBNK5DGjdClfK59oNiMS6S/vam72Fni/rq9YxaPZxd0B3ibm2GtJzVcgluGrJPcpNZ1sn0ahxlpWCChrsGrrQGgkSFSoGehnG0rgYVZSG8xeE5SPn1tWEPO4oDrtEa3s/ujYklKUxqb4+YM7K6tMpN5Jen5yNJbNg5DZebBubg7H0yyOCnUVlvRbXgEVwVcJXZW9ZJZaBTJQlFoZ6g64q5xMod+UVJF+K1XGSfUdy6i+TfbOZV1MZAOym9jLqvYHUef2KRnrPddJe5VJ6FlNBlLA5Q8TCqf7xWvCXS+uregwz8yfJ3dFnabUCwma2us0nuDqqen7At7cXXAQKGtoaktAqyzLxaAfdgq//J/dn1728rJvWdNDqszioz2KfDKw75d4wXd02whGHtY5m5M/9kAkrK9AbhNXrzzrQbgF6fXTKx5YEqbCHWRbSyMtqcSxD+SyAq9X8uyba9gFrLEiTbz4BUfHjyEdeQHKj5GO/XMQs217LfbOZN61MvrabQz7qvX7teQeZ1LDlcrdhDzvxEEp6KNvn0/qaqSW2yHUAMew2bVXVCwRT+p+q+2itMVtwtXltCIJAKDQ43UkKKsishmSe1u7ubmQpRkQYAtuJqvK29vi0mkzbA+mBzpemXr0WK1KMXV4TprXTrT2fP804AxyEVV/vZ8mSNP7PPp3yAXQLADhmTDOr2ocRk1W5cTMYy7SPa1kDjYFlNAaWsqhsHuHqHH5NaOQ1NQRWg7Va/rGT0lfgvVgNx9iaWRpP42qU03ktyCAP7Mb2MsaVBBCRkPJofwjh7QMj5XM/vj5I0msDqZDlIYTD7SfSnfr9nQDXdpJzlCbGTcgoL6vZHK9669NSok3M7UUOG2/BbTZbgXJs9bEljktZp/dc/b+yf0LltgCuImcBWk2qHS+xIZKnNVzI0zr4lbjFEaY8+8F82Q9hRZ7iKKEOCx8Gn0G5Xp2WsgBWgIqSbto6BqM/q5aU1mCZmpoOdu70ZGZl1ZOvH8aqgrneZpZrWVmtjqVXrqE+i6tDoLFzKW4pTz6uVSBWSiyMmARWtXxY/xyo+i4vqmGOvQVRK2drHufNhQV2d6cHhyhR4epO39ev/dxM2qtcSWlNdbr9RMM+vN2hpIe6bT6tr+mkNY7g7EKOpn4PWkmvZRWczVpc1etRrgvAXeIquAcUNOQ1JKE1FAohCCJRWT+Kc1BJAYxFrhjh7iwsVz7y6wqgM355SXiQQqs6sCDZfcHrjeBwyLS1ZRD8NsBW1nJ7F+PdAVa0q/IRZzCWrnTGilTbWTS611VgR37AVZQlFu5eSV13kKbx8wkMc2W+3a+PjGBwnVCBIMCk0tb+h9Bs+laBVCUSjLsod4a12wzwHQ4jldj3QkfqVtZWAVapTHxfrfq1CvYISHZkSbQMqunA2eg2vxlwNXI1AHAVuQuW1oKGvIYktLa3t+NwFYMw9JZf5I7RlQm0+hgQWE2ooiRMW+fQC8KqqOims9NOt1PnNfdlMKhen1yOVQUzS/azoctHKG4hgt5KeRpFRHPgKpZ1HHyU9mxvKZZ29pVp9lEC65j5BOyKY8wmLRRYgkFJEFglDGOWvM9y32zmzVXf1qibiqpwdq+XSVnNJqBnrfV2h3C52uju7rlTVhKU+h7qdkp4BXJufU2az4Q1VrD33Ioti6Vu46qldGNqHY/yONRjWXmuVsHSWtChoKFHffRYWh2u1F/p/SJfhv2qAGTcrhhdYYvQanXOLF0BtFReEqZ10OdoTQ0SKy8P02om1ZVaAxh8lVB9kZ8NXSoXmAzHstRHcexa4JoEqTpQqpS6rSGwaq0lFwBroA2Cj3rZr983TX/DefPcty3motyusLSme738iuc6GQSs7oJlRQkIdfZCqxpUtQA239bXRJmR+kDYth+QkGL656zZFFjKtfcHuBYVFyytBQ19DWFoHSKuAQo57BJ2m5yde4CRcmxdVao8Xz6t/lwNpJ3VoKIiTJsetPp0hhpgt4DE/PVuP5u6FMEqmYyl18fCWH3gape4fvdbuOOZuwrYS0Ms3LecsVF/emBVK09bo27Sg1aT/bOZO9u+bTF3MrQqlXid/BnMmyeFXD0Q7HK1Eg0bxyQMhPVVLXUfQZARbFFkDWi14jfr0WiXb3B1FbsK0FrQkNeQhNb29nac7uLc+fZZHSfDeYtqey72GbkHGCmPsJpQj3tABtA6wH515TVh2vw5cmvwWSzPZKze91FEZnxRgM1hE4PrNTHRVW9+tWLl3dw6eRZxQeC6taszAldRlrh048eM7WznhmlzCFXGTFtrNdeZI4DdIpTho5tyuSuj/tnMnW3f1pibcoeJQKw8SekCYGUDgvJoK+GID1kW4QDaj171h/VVq16vjWjv7rO0mrWq6q1Pq41y7co1KWUVXL2EKC5xFNwDChryGpLQmuQe4BvQpViS2xkjLkEkmsOXPQ+uAJrdisO0dWjAnz+z8XIr/dyx5T4dS6tPp0Mu/QL15jChEc52BGBnt8d4rEzm0OuT5tgjNlvG4KoG1oAjOYOGFXcDzXVnAbDhcju7bB7q5UBG/QcSYNscBpZWkzKTQSDXLgMuZytgo3uvwVgqeIX8W1/NBFXZ7GHcsbglq6oRqGq1V65bb21mYTXxv7ukYGktaOhrSOZp7QnEKjpY4KP/4SmDOYucMcJhOyBkP38/wWpCTnuc7uhgO13SbEnohXJfN+s3mfQLNZJen1yOpXhPhzk72Rspyjz/pt4ceuUGUoJkAlyvXbea69au5p55E+i2H8wh6472gKzHF8Lu6DlfOlpLDIHVaD4lUJmSQV5TIzXbSqh2dkLia8VvbVog+bW12j/Dvq1xFxXF4YP9jfr6SW7n02nXD7KJMSCOJCt+CKt/MyQ8Y5TgWtnzRwmuHaU9nxEluCbcEJQAmMj9apT31UiJfnvtYaQ0wZFWIFVv3cr16uVgNZvHFcBV7CQYDJpe1+GsAGWEGYDA4wzUzcDdaRkIWboi3nbbbcydOxev18uwYcM499xzWbduXV/91q1bEQRB8/H3v/+9r9327ds5++yzKS4uZtiwYVx55ZXEYslWm5tuuolRo0Zx/PHHs379+qS6SCSCaBsaiX+VKnLF6MoW/PLtCuAjxQIkIGMTISblALatyNT3vo6Vtff7usIXNk53pdQgCL5KqNwepi3mzslYpmThnEqAK06JK95bhysW120rSjI/3f4+47uD3HHs5LTAmtK/nyywbaKbcknx5e/D+mdHqWz6W+jbGndTblNYWrOZN0fSyyCg3DCgo1REFOJIcu8lSMvIHVA8Esqz9VUtrTZK9wCt8c0Aq5Z7Q6JcOZ5yHQllYnEFcLhsRKNpfujTcydz4cKF1NXVUVRUxHHHHce7777bVy/LMk1NTYwYMYKioiIWLFjAhg0bksZ45513mDVrFmPHjuXBBx9MO2dBBZmVJWh94403+NGPfsTSpUtZvHgx0WiU008/nY6OngvK6NGj2bNnT9LjpptuwuPxcOaZZwIQj8c5++yziUQivP322zz88MM89NBDNDU19c3z1ltv8dxzz/Gvf/2Lr33ta/z4xz9OWockSQjiIPBs8Flr7rBJROO29A31lE/rqk+/vSj2JF6PyzmGVn+2A6TfUra4KEpHp+KHgk+n4SAJvkqowt5Na0xnB7J00uuTwVh6sOiq6uTuOZOIi4IuuIqSzHc/2MToUCe/PGYqIZcDb3mo75HJWvIFsK2imwpJ5za7j0ELsJ2yg2JBx03D4rxmMghY8VtNJ0GII6t3etMCVTTK8uz7apirVYwhSwe/U6zc/tcCVa02yrGVa0ooE3AVxJ5rZzp9+9vfZvHixTzyyCN8+OGHnH766SxYsIBdu3YBcMcdd3DvvffywAMPsGzZMkpKSjjjjDMIhw9+fi655BKuv/56Hn/8cW677TZ27NiRdt6CCjIjS+T3wgsv8M1vfpPp06czc+ZMHnroIbZv386KFSsAsNls1NTUJD2efvppvvKVr+Dx9PhKvfTSS6xZs4ZHH32UWbNmceaZZ/KLX/yC3/72t0QiPTnw2traqK2t5cgjj2TOnDn4/f6kdUiShCD0s9UvBxIEkCSsA1J/WFcNZBN7vugkaRD8UDAjxfVTFGXi8d51+zIYS69PLsfSeG+TLK1WxtIrN5LOuZUODiM2my64agGrWoMJYNtEF+VxE76hPgYVwMZlEZtgYTcv0E171d8SBAnZyENNC2D7yfqabt0uOZK1VTVdH+UaletLyCq4CqKQFlq7urp46qmnuOOOOzjxxBOZMGECN954IxMmTOD3v/89sixz991309jYyDnnnMORRx7JX/7yF3bv3s0zzzzTN05HRwezZ89m5syZlJeXF3xpC8qZsqKQQKDnm6OiokKzfsWKFaxevZpLLrmkr+ydd97hiCOOYPjwg7v8nHHGGQSDQT7++OO+/8PhMMXFxXz605/mtttuSxpXkqTcbyzgy38/QZCRrFgr+8sVII1svZZWy+4Bg2BHHptNJp5u3YPILSAhrz1CUO9WusWxDPtkYGFWQqYaXCvFnrpvfbzFEFi1xhxIgA2WufDKFvfw9jHgABsvFRBJbz0bCOlaZXv9NkUhjlSq8z2udr0cAOurljyEsAtRZBPf41ZAVQ+ylfP2lWcIrmagNRaLEY/HcbuTfzAXFRWxZMkStmzZQnNzMwsWLOirKysro6GhgXfeeaevrKmpialTp1JWVsa8efOYNm2a4bwFFWRWGZOfJEksXLiQ+fPnM2PGDM02Dz74IFOnTuW4447rK2tubk4CVqDv/+bmZgAcDgcvvPACu3btoqWlhU996lMpcwtyDJQ79PgyPRINSTHoXJ88fg4kCBz8slPCghyD6Pqevwn1N6xKMQhpH3PCkpMCf34Lc+ZUMWB971+VVHcpbTaZeFzI7fmRy7F03me7UyImW/x4+iyWG0gPALWgMgGugk3i28u2AzC6vYP7jx8DXutBAgMBsDFBwGaT85IHNp/94wjYBBB8cvq+8RjsWd/z16TMZBDQa5NOmu4BAEGIxWH9Woi1kQywVq2vGgCrlJH1NRaT2bI+ijsWVAGtjF4wrRWrqhqoYzHYtUoiFjtoOc8luNqFOG1tbYZr8nq9HHvssfziF79g9+7dxONxHn30Ud555x327NnTd43WuoYn6qDHPeDAgQPs27eP++67z3DOggqyooyjgn70ox/x0UcfsWTJEs36rq4uHn/8ca6//vqMFzds2DDNckmSEDu2UfTySfDpl0HsPYzExSaDzDUAVNMDbW8sgPZV4DkKZinG111o71+/cTO3I4ogyBQ5e53hawFi8MkCiK6CoqNg4suYelt86ZskqcygTorBOwsgsArKjoLjFcdcDSW9bhsue6zP6gqkP+7a3r+tOvU1afq7gZS0gjFgAbAKOArofb086nY9stskHOVxigIaAQjaNwiMX1u919FqOfRFQmv1cSBhEySKhGhSueEcWneJy0DTEJeYW+WKmtiGVev3gMcX0kzY4HV2gB0ePmIYNy3eAHY79957H9H5d+KOCriF1A9kKGIuK4Dbk3qRbfebBKOS1HmloPamJA5JwiFLFMV7D1Ar7/0BjTItlWqUWflOUr/PBn2dvW9gCRHiiKnnbqJvPAb3L4Adq2DsUfDLlyHhlxkHsTcQ1h2N4RZ6xnQhUdY7gKP35HIA9l5gsyEi9to9RGwIfd9bDuRef3MZJ1JvFHacKLHeE6gn8FYmGismGi86eI7KPcC64GZYtQWOGgcvN4E9SMoPUvykvtZtGmV7SfqsO3u/jzoVVt6i3uMPOT29L5fMRQsCfLgqzhFH2Xjy5WJs9p7jlmWBeMxFLHrQGumN9HxRxVBktdFRcS+kKj9KsTgs+BKs+gCOOhKefVHA3jtfTDw4T5yDzyVFdHspXQQUJ46c5O/vIB6T2L4qyHtL30y7vkceeYSLL76YkSNHYrPZmD17Nueff36fG6BZlZSUUFIyQDtXFnTISpBl2aJDFPz4xz/mX//6F2+++Sbjxo3TbPPII49wySWXsGvXLqqrq/vKm5qaePbZZ1m9enVf2ZYtWxg/fjwrV67kqKOOSjv/LbfcwksvvcQVV1xhdekFFVRQQQUVdNjpb3/7G//85z/p7jZ396Ojo4NgMMiIESM477zzaG9v57777qO+vp5Vq1Yxa9asvrYnnXQSs2bN4p577snT6vtHwWCQsrIyvhe4GWfpYN+2vEeRYJg/lDURCAQoLdX6xXxoyZKlVZZlfvKTn/D000/z+uuv6wIr9LgGfO5zn0sCVoBjjz2WW265hb179/ZZUhcvXkxpaalpvxebzcaePXs4/0d3wqcXp7eE6knLgiHFYEnC6jgbjtcZPwNr7hGj9nHRsWv42f87SVEagw0LoGsVFM2GORaPx8iSZ7a9FIMXFkDrKqiYnfKaFnVE+dNXFnPxk6fRFdPwT0z3WvjT1OtZYjX7x6BzAUirQJwNxYvpO419qV1/8/PX+eNLM/h4m8Y9X432feoni6pe+U9cq9gilfGf6Pjs5tebG4VVVSWPT/vWptepfctdlGQueH87w4MRfn3XXdzxvctYu30L7pmTeHxuNRH7QYtWu55J3ITMWme1lM46O7dtH5/bs43rpx2dUqdnnTUtsxZaLaX5bFXJXdwTf42v288y7huPwW0LYOsqqJ8N9y8Gmx0qD54HHl+o7z320N5nZfUQwtt7y8NDO56+5yF8fW2SyxPtyxT1Jb23qr2RdoqDEotX/h/HjLiVsu6tPWsMAqFkS+vscbC4CfpSAavfRq1rtFaZxl2VTg1/WqWl9SsLOnssrbNtPLn4oKV147s/omzYh1TXvdlnYTWj4qC+P6nS0jpzFvznvwctrYk1AXQoXgDlZymg+gIIKera8RKPSWy6faOplFcJJSylbW1tvPjii9xxxx2MGzeOmpoaXnnllT5oDQaDLFu2jB/84Aemxy6ooExlifZ+9KMf8fjjj/Ovf/0Lr9fb58NSVlZGUdHB2yIbN27kzTff5Pnnn08Z4/TTT2fatGl84xvf4I477qC5uZnGxkZ+9KMf4XKZS+YriiKydwxdZ72QCnh+CwekeQ10QMMb0LEZSsZD3J5yCxUAretYmrnDUTvYoKs4+dYNY96A7s0wbDzEDN4Sn0aZ0XeQVntNdzYHLHgDhM1QNr7nNfUfrI0X93x5Rjx2uqK9a1fUp7wWftX/6erVHKMO4Er6weuArjdA3AzCeHArXi9l8Hcvo0ZlkVjcRlekd90+RRt13I2yLqpTHtMpV58jSkZWXquUfWSdciAgu3ATowuHdV9VA5/MZF/Pg6+d0n80rCx3tivKk/0PvYQQJZkvv3+AYe0x/t8JNRTNvw1eauYfFzfw1dUBvrriAA/POwiuDrRBGdL7Qzoc+tH9yp2ctGSv1t+iNdTmxSXFCTqcdNk1Pn8V+gFapjY/0PZyMheoqOWmAH2foWivW0CXoPFj0qf8xwG3vwHNm6FmPDjsB7cMttvxlocIY8fhsOElRDciEQS8hIgiEKXn/e7dEgAvISRAomdnKLl3NX2R6kT6fC29Cn9Qb3eIkk4J7CBLIk5bJw6xqwewe91EHe3wxmWwOQzjhyuAFVJdSUOk/mDTyiqo8bba7anQmtgQw+6Ap94Q2bYZ6saL2O0K66QgY7NHKJf2mb6ClgQlw7YOO7zxNGzeBsOPUACry4td8cVmU9z2FxXPBcWXWQhv7zuWUBSbA0Yd6WHc6C+nXeuLL76ILMtMnjyZjRs3cuWVVzJlyhS+9a1vIQgCCxcuZNGiRUycOJFx48Zx/fXXU1tby7nnnpv+hSiooCxlCVp///vfA3DyyScnlf/5z3/mm9/8Zt//f/rTnxg1ahSnn356yhg2m43//Oc//OAHP+DYY4+lpKSEiy66iJtvvtn0OkRRRBbs2hZJn0YHv+mhe1Rhh4pJ1sdQz63qI8sCmpm6yu2Aaj71WFbmzai9ag2KNlJvpoak1DrqMfwG4/tV/6erV0OX+uKu9Xpp9QMkScBWahCkkqtynfkzHavN5aZG7kj9YaXXxzSoHpReoJMSVFPqlEnWJZkvrzxATTDKH+cPo8NlwxXt9cNzOvlLQzUXL9vDJUv38I95xeyz6xFY6thqpQNaozWnA1pveYia/SFCHjHlNVHmLtWSUcBXWqA1CvhKB7S+3vljEvE2VaChX6ePzQ4jJyW1Va5f+Roqg3v0AnvMtEl6rgxOOgCyLCK0xyGxhCB91mG7DSbVkpkCWL8DpSG7XaB+khYBC7hj+j+C1FIHf+nPB5PqocOuHeTVbiHILaGkz40M5eXGn0HoyQp0zTXXsHPnTioqKvjiF7/ILbfcgsPRA8lXXXUVHR0dfPe738Xv93P88cfzwgsvpGQcKKigfMiye4AZ3Xrrrdx666269XV1dZpWWLMSRRFZtpDmxadT7rcwqXoMM31VfWLFIg6biXWr5zJbl4v2iQup4qKZ2FTA5pMOWif9aebxm6wzU28EsUYXfh90SfaDgW9686UrN6rLIagq61olN9PkA5nNTf5AtW98SebrK/dQHZT42/xiHK4QPsDZa3MrI0DELvBUQzFfXNbJl5Z28o95ENW4IPtNnKT5Btqy7igBnVyyun0HAdAWyzHCggqsfDr9/NrjK4/R7H726Z4rgVYZ9a4EOFm2ISRuUQyh3UXFmIAgmsvAYBZY+0OyBKIjfUaSr3zlK3zlK1/RrRcEgZtvvtmSoamggnKlLPcUHRg5HA6kmAJElF/wVnKD+jTK/Pnr2xW1U+SMGVtFfDrPM12TkYwujIo6GYG4bMHSmq4+m76qtaVI1betw015SffAgqpRnU55W4mL8o5wav0Agir0wIggyXxmZVcfsHa69C+EsRRwLU4BV6N937MBWjPplxKvQVW0i3VlJX3/p7POgv7rmg5mIXdAWx4K09bl1vyxmSJfcn+xrKPvGPrbygogY0MMxQ8mXsw064sZHcDQv9usvN0hYrEi7Pb0ltZ8AmsmO5DFohL2oiF5yS+ooD4NyTPY4/EQ69bxjdO6qA8UyKr6hWN23I6eVC99zlla8xmVm61XK5PckwrFZBvOyvhBS6v6NVWvx2+hPpu+WvWK8raYi4qKMGwx0d6orh9AVVm+P1bMMKkTQZaRBcHyrlVGFkI9WDUC1YSsAGtCMbvASw1xzloG5y0N8dy8njJIf/HNBmitWGcrOiO0FR8cL1t3A92+WQCtFsyWx7pptStuy+qdp6rPq5ZbgJdQkh9q4vXLh5VV8tt6oFWIDpiVtSQo0aG3uYGGEuAdj7ux2Yx3T8sUWK2sJyEzP+wAwu0RSkcd+tHlBR3aGrLQGunuNA9iAwWyqn5dTjt2UcYhSkQlLV8pC/MbySqgmhi/Leai3N7NrohXe458QqyZep26ti43I0vbhwSoKrXT5sGGzIjSDna7kiGpv0E1ISvA6ukN4EkoZhd4vkHmrGVw9lJ4bp5MzC5kdds/V0Brj8uMCHXTVtYTVJRv/1ndvhm4G1QGg/iLTXyXaJzLVtwClBDrw28NaDWsrN1SOSDhTJhX82llzYGUxxBPY2nNlYU1sXOYpT4G525XR6RvO/WCChqqGpLQ6vV6iUb0o5BNKdcg60/fpas3M4C7KkY0YtPv59N5rqU8AKqW2mQ35WVhSOws6k+zjlxCbLp6dZ2ivBU3M0o13li9PgMIqsr544hsbS+lPuxnt8szYKCaUKkU5FMroTIIz84Hm6tD8/Lo0NzhoEd64Kq7/ixu++sdixbM1gQjdNtF/EU2w3nNzN3fQFsejdDmcFlyN8h18JUe0OpZWQlAOF6OiwBiaPD4fOpJvbtVzMDSmi+XgKyDsIBwZzder/VxDkeF8OA0sVHEYFBkaGJcxhqSR+v1eomGNaDVp9HYb2HgbEDWxNwRSSQuQ5E9Riji0u+nNWa+4TRN+zabi3LlF7VWe7/ieX9DrE55W9hNhTts3GeQgKpam0tLmCDv462y5Ijf/gLVvvRFkpwErF2u9Puu645nhzcb4JRlbs5ZKvDqvK6ULG9pwTDH1tkJ/ggtPgHt1B7m5rbiP5vSNwv/2Wq5g23O4Zp1CSUgVQmv/RV85e0OHQS5A/RZVMPtFbiF3t3O9KysOcoCYFZalk01sMoyxGNubBqWVkvAmsjdm4GfbSb+rADhzkgBWgsa8hqS0OrxeIiqfVp9Oo21yv0WJsslyPoFwjE7RXbze3/rrsFonnSy2p4eS2tFcTj5jPGnGVdZnw+IVZdpqM3hptytEYhlIZgr5+UG8yutYJu7Szlp3x6g/0E1oWyAVW/+uB1eawhzyjI3py4tSgHXrCydGfQd4Y/T7LP1m/9sSt8srLPl3RG6Rkma54faOqu2xg5E8BXQY2mVy3HF26y7BQTR3jwgD1IDK4AUdwE2bLZkaM0IWFXKpz8r9FhaC+4BBQ11DUlo9Xq9RMKdPTk8BI39ttNJr73fZP9MQdbXk4LJ7VNEzJqdUzHGQLRvjbsZE1F9iavb+tOMpazPNcTq1LVG3HgcUZxinEiFge+f3nhWy43qLAZTfVhazne3rKXa05aU8B/yC6oJlUoh5q90UR4UWTw/jN0lp7Xx9CSN8uCl3XDfiwS4nrbMwWlLHbwzrw2/3YTFMddAK8uM3wv/Ocp416vBCrRl3VH8Gqm6IPmHjhJgByrFlRJQw+Fy3IJiK7wcRffnSlrACj2uAQB2+8G7TrkAVrVy7c8K0FVwDyjoENCQhFaPx4Mcj2H3dBFz6KSH8fX+9VsY2KdRZrZ/OgjrVVfMTpFNYWlVz+nXWYdWW6v1WbRvE9zMdOwjyc3Hn2Y8K/VWIdakgmVOYrKAb3iYvVHVuaI3ptVyozqLoAoHoaITaN7o5oj9Ad4dUWkZVHuW5bfU56BLAEnAGnaZy9GcTknz2mFpA8xbVsGxS8t5Z14bcbv2PKZuv2dw6746AI4Y+Ks68aZst5Sd/yzkF2hLHSHKuqPEvNGUc0NtofWWhwi1eZNSXCn9ULXWky8rK0BYqMAdbkutz0Q5cCNQQqIesEJPEJYgRBF787TmA1jVysSfVUtdHQVLa0FDX9bvRwwCJX4tuqJ+7QY+1XP1w4oy7V+l8QA6Yg48dv1tIXVvY6vLra4ry/atHjflctiwTdo5rdRrvHampegnI7AvUkxt757quvNZLTeq01m3WNbR91DLWx7qeyj18YgSjtm/LwVKEsEvWtDjw9/3MNNHXZ5LYFWOrbXWuB2WNrQiC3Ds0nJsMW33A/U4RmNa6Tu2GXYMA0nM/byQ/F7ovS9W151QZUeEuCgQcKfaHrzO9tRzxiAna75TXCW5AQShm3LcUlv2wKqnDLMRGAErQDTmwe7ocU3LGljz7M+qPkfDXQVLa0Hw5ptv8tnPfpba2loEQeCZZ55J2+f1119n9uzZuFwuJkyYwEMPPZTS5re//S1jx47F7XbT0NDA8uXLk+qbm5v5xje+QU1NDSUlJcyePZunnnrK8vqHpKXV7XYjiDbc3X46ikdaH8CnUebPor/ZvlU9Fsvyiu6eVK1WshXozW21PsP2baKLCkGV7N6fZqxc1meRZ3ZzvIz6cj+rHapN4NXzpSs3qsvCoppSroCKD2u8/GDpdkRJpkTUv1WcqUVVLUGCk1baKAvCkvn7cbgktG8+a8uOAHjw0E7MIJOAUsX2EB81tDNz2UiOX1rK+/N2JVlc8xmYVd8cZ019FC+pfub9HRCWkFnr7KRABy1eB8XiwXNMPa/eZgn9neIKSHYPkMpxSQr3gP6QygVB7UOaDlgBIt3luFytObew5tufVZbkQiBWQQB0dHQwc+ZMLr74Yr7whS+kbb9lyxbOPvtsvv/97/PYY4/xyiuv8O1vf5sRI0ZwxhlnAPDEE09wxRVX8MADD9DQ0MDdd9/NGWecwbp16xg2rOe6e+GFF+L3+3n22Wepqqri8ccf5ytf+QrvvfceRx11lOn1D0loFQQB0VWCs9ufWunLcFCtfhrDZ9u3NeqmIuEPZeQbawbStObNZXvFGtpibkraYjjlGBHBrj2eP818ua43kqLvxqiPic427TH15jJTlydQVaq1PEbUBnP27mNtTXIKllyBaqJOkGD2Sh9lQTtL5rcSceUnfY/WOiS7zPsNu5i5bCQzl45MAtesIvYNjlkMllEaEtk1XDswsr8DwhIyC7Qj/RF2+ZxJ9cp5lfNonV/9meKqT70bCYTFctxtbSlrGiiZAVaA7nA5xTYLsJ2BJTlX/qzKsu6QgCzJBfeAQ1jBYPIuHS6XC5fLldLuzDPP5MwzzzQ97gMPPMC4ceP49a9/DcDUqVNZsmQJv/nNb/qg9a677uI73/kO3/rWt/r6PPfcc/zpT3/i6quvBuDtt9/m97//PccccwwAjY2N/OY3v2HFihWHPrQCiEXeVGj1Yfw/9J+Pq7pvb7+2mItRLn2LmSYIaa1Dq8xKvZl5FQrZnEQRqCjrptmpOG2U1mKtOf0G9X7V/1brTWqTs4xPu7Zaex31yvsBVJXQIAsCK+pKmLutnbU1RTkH1YTyCaxmb6UbgavVcc0A7bRtEntqw7icIZRf7fnyn03X10x/5ftf5+9k7UhHX5na8paYJ8X6msfgK70UV0pwlQIi3ZU+3LF+trTmQHLQh9tpErZz4PqQjT+r8v0Pt/b+ACxYWk2pHQ8OjIMzB4ui9AQYjx49Oqn8hhtu4MYbb8x6/HfeeYcFCxYklZ1xxhksXLgQgEgkwooVK7jmmmv66kVRZMGCBbzzzjt9ZccddxxPPPEEZ599Nj6fjyeffJJwOMzJJ59saT1DFloFbzWu0O6ef3wWOmq19fdD/95+bU43R7r39/xvZV7l3Oo1aK3JSBZvtSeAzO90Uh4L0+xUBDRlkwXAqM5MvZEUfTdLPoaLnXiJEMKZM1AF67tTGUWD68HM+jESJ73SxZjOVoLFYtr2ZkE1IUGChpUleIIiK+dvx+WKE8nwYumhve9vHPPg27cuO2xuCDFx2QRmL61h/byNSPbUcbK1dNpiAmN2FLPsmFQAGSgLq1H/lL6yTE0gzuvTD27hqoRIJcBqwetABF8R7HneLZaBIOKO+UlSP2YQyOR2fElQIhytwO00AdvpgDXP/qxKeQmxd6dISZkLp9OZvkNBQ1I7duygtPRgPjgtK2smam5uZvjw5FzQw4cPJxgM0tXVRVtbG/F4XLPN2rVr+/5/8sknOe+886isrMRut1NcXMzTTz/NhAkTLK1nyEKrXFqLPbwrc3cApbTG8Oenf1vcfTBJv7qfVh+tsc3UJZQhoGqpzeGiwhlALDt4oUzZD70/Idak2nHSTDHjS/28L5r0ax1gUFUCQ7BYZNNwO7O3RFgxXT+RlFWITbgETFtZgyfoYuX8nURdccM+6WUOBozGl+wyGxo2MnHZBCYtnaAJrtmC5cgdZXQXR4hUHkhqnU8ozWXf0k4ZRwzC3g60EpdqWV+1AvAyfZ5J8FVC3cEKnKVBRA0/4rwqCyBOHFc4Uk5p8RbjxhYtrPn2ZwVo2yFTUeNO37CgIavS0tIkaB1suv766/H7/bz88stUVVXxzDPP8JWvfIX//e9/HHHEEabHGbLQGqseidC223wHH9mDKBbGUPfv7dcmuanQ2QIwKwDPIZzqKVRioyLSbThOv0JsOin6b4r5qJf9vM+wIQGq6vYf18t8Zil8PAHCigT/mYBqQnrAmg9ZhWDJLrO3YQUjl81k2tKx7Jr3PrI9bupinc5aKUgwZmM5WyYfQJ3larBAabq+1X44UAqSTUjpq2VRVb5uZgKrcm5lVTwP2yt6NhYwo37eFUtLShAPRyqM3QOydAnIxJ/VjFp3xigfUbCyFmRdNTU1tLS0JJW1tLRQWlpKUVERNpsNm82m2aampgaATZs2cf/99/PRRx8xffp0AGbOnMn//vc/fvvb3/LAAw+YXs+QhdamE2r56xur9Bv4NJ77Ulr1yG9hYq0xzPTv7deKmxIxhtMXJ+K3ZTdvQmmA1Sqg6oFYc4mb8TE/3vKD24qm23UnrxBrQZuKy6iPBlIvgIMYVJVqrhTYUyEzewN8OCNzUE0o38DqIYRkwT0AUl8L2Q67Gt5n5LKZjFw6k13z3sdn92v2BfNR98O2VSOIcTpG7e7Du4HyY82070i/k30+bQjRcwfw40sbWJVvKysHIFQxCk9kl+baTakfd8VSZwkIR8r1oTXH6bvM+rOaOYfadkcpry1Aa0HWdeyxx/L8888nlS1evJhjjz0WAKfTyZw5c3jllVc499xzAZAkiVdeeYUf//jHAHR29qSJE8Xkuwo2mw1JsnadGLLQOmLECLraFqdW+DIYTKuPP4v+Bn2D9CS7LxfCtPhUQKfXz6fxPPFXIxeoFRltD6rW1rISztq8x7B/v0JsOin6bor4OL1rm/acCg0mUFXXfThN5NNvFrFpvEBnsXFkveFYUoj6leMoCjpYO38tbleMXN04FC2kfjaTr1S2SyngKtu1AdtM1L0YE6ldN4KtM7cleTIMFQtrQpUBkW21YdSpupIyBqjgVZmTVWt+vRRXaYHWgpUVwO+agM+/SffYMpIFi6zZ2/FqYJVlke5oGW6Hhk+rFWDtR3/WhNqaw1TWWUleV9Chqvb2djZu3Nj3/5YtW1i9ejUVFRWMGTOGa665hl27dvGXv/wFgO9///vcf//9XHXVVVx88cW8+uqrPPnkkzz33HN9Y1xxxRVcdNFFHH300RxzzDHcfffddHR09GUTmDJlChMmTOB73/sev/rVr6isrOSZZ55h8eLF/Oc//7G0/iENrZ3+fQcLfDmeQGs8f/Z9ZQRaZTfVQictsskdmkzIDKxaAVRIBbJ9lTDqg0589iBxxS8mZQ7IfodYk1pvL6dS6mJ4aQctJM9pFVTBXOS/UpmCqlJtZRI7amMcvVZg1exg2vaadRK9wFrE2vnribn6z6/QbFJ9pbyEwA6BhreoWDaPMUtn0DbvnRRwNRt1X7FpLPHiDqjZ1ncqmbXQamkggFaMQ3VrCe/OSN2kRMvK6iWUMlembgHqFFcJYDVrZQXwO+up61ic4pqRV1kERa08rOFIBUCqpTULC2sm/qyZqG1fO7XzchOYU9DQ1nvvvccpp5zS9/8VV1wBwEUXXcRDDz3Enj172L59e1/9uHHjeO6557j88su55557GDVqFH/84x/70l0BnHfeeezbt4+mpiaam5uZNWsWL7zwQl9wlsPh4Pnnn+fqq6/ms5/9LO3t7UyYMIGHH36Ys846y9L6hyy01tbW0tG63xrEGOVFNSOtufzW++6OeagVO/hIqrYwuc78OsoWULW0v8RJVBQYEexmp+9gzlCjLSTzDrHp1Nu/Cwcfh6uY297MfyrqBxRUjfqkK98wpZNTX6tiW10nrZVRS9Db38CaMaRqyR6ntWEpFcvmUb702BRwNXP73d7hpmJDHbuOfT8JmPTWmQv/2Uz6putfvc9FtyuO5A3oBpGp4VVrrpwHX6lTXAUVz3sVaS+h012Dr3MT6OzAPdDS2zigvauWYte+vi1cgfzt6GUgq0FYAK17Q5SPKE/fsKBDXieffDKyrJ9KUGu3q5NPPplVqwzcMYEf//jHfe4AWpo4cWJGO2CpNWShdcSIEYRDbdgiYeLOLG5uDgDI7hZKGFHUAWqXVqN+Po3nGmtPB6tm4DSpvfJiJ8Aen4NJfj8B38Evbr1dePrqDSAWkkHWMsRa0HvV5cxt3c3zZTVJ5YMdVJXqLImzdnI7R68qZdnJ25Ds6fsA+KQANSun4Qo62Tn/XTwu/SwE2UjsPal9BEx5tFoK0OoF1+plR1O99Bi65r1KyF5k2KVvfBkqVh9J1+gd2Ct34KV/dq3SUrY+sDXNLpprunWDyPJlZU15bsUtoBdoA6X1FHXvxRmz9qO6v2S001V7uBZPkcIXN8fAmq8gLIC2/SEqRgxP37AgoMef2D5E8rTGUkDi0NaQhdbhw4eDIFDq30HbsInajXwZDp5rkPUn/7sLD0fKGgNq9VOXaSgBemr4ygpQdbTL52RkIMK7Bv2sQCwYW2PTQqyB1H3fdVXzzW0bKI5FsVXrZHDQWG9f+QCBqrquZUKI0XtGU7+2ig0z9qVflyT0AquHnfNXEs8TsJpRJqm0kvrYIdzwGu5lp1C09FSY9yrYtS3GyvOweMs4bB0ltB2zzNRaBivQeuUQtc3VfDxnD166NPvpWVm12ph9nm3wVUL+4np8HTn2Z7Ugo9vx6bZmbe+qxVPUm7EmzxbWXAZhSZJM24EQFbWFlFcFDX0NWWi12+04yirxtG5LhVZf+v5iWYclANK18JmBWdV6dkc8fDqw1XI/szIDq1bhoS91TlmMuZu68SmiWPR24kkonxBrReERMfZscnNcdBfLVE5ugx1UkyTAtqM2Mf2NqbSP2Eu74lBS1jXAwJo1pGrJHk8C1y4dcE2MI3R4KF4zjXDD63gcPf6Ig2Eb1kzm9fpdiHEBf2VXUp0ZK6t67H6zsiqe+0sU0Npf6axM+LOmA1aAjq5ahpWvyA5YByAIK9QiEovGCymvCjokNGShFUAor8F94KDDsFnIS4CPFgBZAlnIyOdyt81DDR2IZRKS0At/fhNz+awtLaFMAVVLzT6R6qCEKMlIoqDZvj8hVktGt/tXDStn1t42ltVWDi1QVZWHvbBj2i4mvDuOnSctJ1bUndpBEhi9ciL2YDGt89+k2JUauJNrCb1fKR7akU0mj88IbO1+5IZ/w7Kz8Cw9EeY9h9ALrknnV9SOe9nJROs2Eq9uTjtnvtNXZes/O7LZQ3B4AI94cA2ZWFmVGQHSZRXIlZUVIFBST93+l/UPMle7YlmAYTPACj3uAeOj/waz7Jd4TXTW0h+bCgC0bhUo8jhwlwzpy31BBQFDHFo/fcR4NjVvzGnmAD1LnmmYNeFasE/s8ZUZJnXRbOsd16fRz49+Xe88eq4BYA4GrAbLxEo6iItQFwyx33fQqU5vi0jIP8Ra0bpaFwuWNlNmDyEpnAKNXiurkf/5AlX1miLj/HQF7NQuP4Idx69EtkkH+0gCvpWzsQfLaJ2/BKkfgNWscmV9Fewx5IbnYdlZsPRs5F5wTbSVZWDlp8HVjm3667iQ82ph7Q/rrK/ZR/PE5qT6TKys6jK9FFeaQJuhlTVqK6HDPYKyjs0pazFUHi2yZoFVkux0hofjcZrc0CaQvolSmfqzavksq9WyVmJ4XQmf48WM5iiooMGkIQ2tkydPZv2ajekb5kBZWWVVICvtF2i2lVAbaz8IrVrymV9fQgng07pIWQFU3QuwILDfJ1MdgP0+/fb9CbFGbdXaXl5ETBSpP9BJc7X+BStXoJpJH9OWXgH2HrmWUW/PZtTqCfhnr+gJzhlkwJoXF4Fe6YErAGuPgVAlnPgPBNE4ry0MznyscPB9t3e6KQ65kYftwNdrxdbaptXIyqpeixW3gJQUVwlgNWll9RePp6h7H65Yarq2/pDasmkWWAE6WoYhCHGK7CZupSlfjwxg26w/a0LpwHX32m5qJxsHLBZU0FDRkIfWxxe/ntUYVm89K5UxyFbB7i4PtUXtrKzojeg0G+hlMXreDKhahQp/WYRav8DOuoO3pI0ujOr6XEOsFXmEdtbWuJi7Zz//rq5IqhuMoJp2XTYIzn2HqjdPwrN2Ku2T1w4KYPXQDpj3n80KbO0gNzxB57IvwtJPUzzvH0R3TSG8+QhKTngUm3N/3m/79wfQevZU0VUZQHIedLvQ2qZVy8pqNoNAxm4B6hRXGkAbKBlPWa6CsMzuiqXhamAFVgE4AB2RkZQ49iAI+qmCAGMLa578WdO12b2xndophSCsgg4NDWlonTRpEv6d29M31AE9zVvqaVIypZNZkN3h8jJGeZstnW9sFqmelLIKB1rtW312pm5yGLbLBmJB24KkN7beOvW0elQJFyzfz3+nl+OxaV9lBjWoqiS5uwnPe5mSt06nuLkaZJHw/BcpcelnSMifzO26k2vrq2CPUdzwFJ3Lvkj7Gxcid5VSPO8f2Er3p+2bTyupUX9LfWUo315Dx/hNmhCa2KZV3c8oT2t/BV8lYNZfX9+TnzXfMrBuZgKsAMHuMXhdO43bWnAJ6K9NBQB2b21l2ueGRvqmggpKpyEPrR37W3B2BogUa3xT5Qr0cgyyUqCETW4fX9q/Xr+TibWr/VmNXAPMQIJZkDjgi1MedFEqhZB7v3utQKqZeiNrbCbAo1RbZRddTpi7Zz+fjDoIWUMJVNXlskcg7tuPfV8t0QlrkAcEWPWVTxeBhAR7jNKRK2h7//M4vC1U+NYhEhlyO15p9XX4fdg6iwmP3JXSV71Nq5HVVd0378FXinJ/ST2j979OXpTmNnxHqZgxsAL4w/WUuzfot7Xow6qUWX9WvfNYzw0kod3b91E7aVpGaztcFcKDfbDufqFSzMLW2YeChjS0Dhs2DFuJl6rtH7J7yvEHKzKAVa+z3dBXMqV9FiArlnWw1eVgzO4gTm+ImChmlX9UT1pBFAllZXEtgZi9iHK/g9aKqOZ4/QWxmey6hCDwQZ2Dmdsi7BylDXdDAVT7JAm4Vs5H7PLQddxi3O+dCJJAZPoqSHc7M0/yEEKw4B4AmYFt4vWTZWjfciz+NWdQ1fAwoU0nsG/pRVTPexif3a/bf6gArWvbdOKjtuCx+zU/O1p3LhLHpoSaxPN+s7L2Kuwsp9NVg6/DAPzyqGyAFSDQXc9Yn04gkx6w9oM/q1Ja8NpxANr2t1M7qWBpLejQ0JCGVkEQsI2agGfbxzDleEvWSaX6LJQavpL5AtkWVxFh0UZdZzubPKWmk+hnk6fULBSkbSdAy7AwNc1uWiuiml+W/Q2xVuQlxNYxMieuhbJ2CHjSZxEYdKDaK4/UDis/BcFSmP80Ja4u5OP341x6Fs72EpizGMHRf7lZZZPuAZAdpCbNKdlo/eBzdDVPZdhxf8JVsR131Rb2LbuwD1xFu7Zv75DYwjVqx75zLF3Hv5TS1yjoSs9lQPljNlGWbytrc9XRlAfW4+rPnbAy8CEFUoA1EvfSGR2Oz62R9cCshTVP/qxaUp4Luz8U8fpclFYWcrQWdGhoSEMrwBeOmsyHzWtz5gqgll7Qj1mY1QVZQWBzSSn1HUE2eVIjCszCaTbpn7KxtgZqZMatq2THNG3LDOQfYrNxE+hyCWweITNjC3xwRO6AVK8uH0FesiT0AmslzH8WwdWTcF7wBJBPegreOx3e/CJyw/MInoGJ2FYqV5CqVLy7hP3Lv44Ud1Jz0m+xFwV65rGDt+G3bF/2fVqXXsCYeb/HpgDXwbrjlVZ/eccR4G1F8rVqtjXK06rlMqCeQwmuSqBNAGu2VlaA5upjGL7v3dSKXKezynYsjY0D/OHxFDtacNpU72uGLgH95c/qJcT+j5zUTvQU0l0VdMhoyEPrlClTWPnOe6baZmOlVCsbq2wCNHdWupgSO8BLjLI+v86WrVrWFOVf9XPd8dO0OTCsk+krRlDU4aCrRNuS158Qa1VeQmwcL/Kpd4r4ZApEHcbj9geoWplfD1gTEhwR5HnPwcfHwptfQj7yTRi5EUG1X30+lQ9IVSq8r54Dq75EScUmRs56FNGefB6K9ihjGh5g+7Lvs33pD5LANRuw7E+glWVg8xEw+V3dz4TenY50wY5W3AJSUlypgqwAXStrTHSyr+JIpm18mLxsk54r6NXZ6cofrqfMpQogy8KHValM87Oa1c51UcZMzseLXlBBA6MhD62TJ08m8ORThm1MWy01LihWbtFYBdmtZSWcvXk33hnW/GNzbV3NyOLqgFBVkJHNdlrqUy1AYA1E8w2pWtpfIRH0SEzbHmdzfWdK/WAD1YQ8UjtdKz+DFCyneP7jiK7UtQM9OVtnvEi0Ygvh90/HtrsO95EvIbp12udAMk5CgBdzackycfMojkZoWXMugR1zGT79X5SP/Z8ujCvBddfS7zJy3v8lWVy1NJiANtpSTzhmQx6ZGnWfzsqqF6CT8+ArdYorlVF/X8VMirpb8XbsNJemysyuWOnGsXI7XgdWEwqE6/G5Fa+/GWDtZ39WPe3cFGL8fFfOxy2ooIHSkIfWSZMm4d+xLaU8HaiaBb9cg6wSYreWljAq1IU9LhGzJd8y0sofq7fmTPKW5sK/ta0mQMUeHy31e031zQZitfpno8T4W+ujTFnrZfP4ThAGL6gqXQJ6gLWa4vl/0wdWhRy167FV7iD8wWl0vHYJ7hmvYB+1pl+trgllAqnK16R97xQ2rT4fR8kB6k+5DWeJPnH0gZcdpjb8ivXLFrJr6XeZPO8ubPbUbW/NQEM2fqyZ+M9GNh+Nc9xqXGIyKVmxsqbzOc9X8FVCLdVzGb7/XbI63cy4EWRicU0DrAD+7nrqfIsPrsOqMvWtVa4hw20fd207wInfMh+XUVBBg11DHlonT55Md3uIsl2bCIysN2VVzcZSCdkBlRIwuxwyEbvAqPYutpYZZw/QzCmrglWtyGArsmrNlGp24P1oFBWR9qSE5wlZ3jRgAKytu2rDTF/jYeJOaB5t3grdn6CaUCbAmpDo6qJ47rNEd00m/OGnEDYfjXvaG9irU3/w5VLZQmpCXf5RtKw5h662OoZN/Q8V4/6XkujdY/Da2+wRJjXczfplC1m39ApNcDXqnw5o82GdDR+oI9g6gqI5z2rOZ9XKql5jvoOvAGQEmqvmMuejX6ccQ06UjWuACWCNxEvojNb0WFpz4BJg1p81Fz/QYzHYvnkfdVOrsx6roIIGi4Y8tJaUlOAcO5Fha18jNK3GsG22sGo4diYgKwhsLS9mRmg/B6oPXoDN+Maasa6q/Vkz9W/Vu6jGiqHb20HJ3kpCo1rS9ss1xGajvrFF2DwFxn9SRUttO7JNHlSgmpAsCcRXno4QrGDE/D9gc2Xonz1yGdLwlYQ2H0dw+Tm4yndSNvUlXOVpEqeblISLEFBGAJFUa6aWjF6/7vZh7F17NqHmI6gY9wajjv4zdmenIWDqyWaPMOeoX7B6xbVsfPsyZs25Bbu9J+VZOt/C/gZaWYbAmk9TOmEJPteepDqtVFbKuQbcypp4XgZtpROQRAeV/k9SDzJTmXExSCcTwArQ2jWFEtsenO35u3bkS9tWuACZMVMKW7haVYAybAwNC3V86GOcJR0SR/ulY4/mg1Ur4Avnp9RlAqrZ+KUlzW0CZDdUFjNxfwdvjD94D8nIN1YPVjOxQmr1sWoZi9bsxtfsg1EbNetzun1rHiyt0GNhHbfRR/1Wd4qrg9HrkSsgNarz4UeWRA6s/DLRYA3D5v8xc2DtlWiPUjbpDTxjlxPccBJ73/oOTt9OvOPfpqjmEwTRYk5Li0r3PsqyQMe+SbRuOZn2vVMoG/UuMz91Fa6iNutzdavmssGsObeyesW1rF5xXR+4prTrlZlAmXwAbahlBtH2KqrnPZRSZ3b3Ky2YVf5w1bozk0srK/S4Bgw7sBJRjqdWWpEVi2q62/EmgRXgQNsMqpwfWpjcvPIdhLXubZn6I70ssL+T13kKKqg/dUhA69y5c3n7HweDsayAqlV/0HRbjqadT3WR2lBVwqc2HUCQZWQDJ0OjdWYLc2ZBVWue7po9lLw9HyQBxNRE9kYgmi3EZqqU4xBg57RdjFtVx74x+yl1aAeWafbNsNyoTvm65BpYlbI5uyif/gKlE9+gY9tc2j46m9YPPodn9EqKaj/G6duVfq91EzJzfsoydIdqCO2ZSdv2ecgxF8PqXmfCkQ/itACrevCplM0W0QRXq+NlA7RGMCvLAi1rPsewSS9Q5kjez9nK7ld6MKvlFuAlOcVVH7BmamXtfd5cdQwTt/5D91hzJrNQawFYCcD+yAzGl/w7P2tRKB9BWOtXdDJprjvn4xZU0EDqkIDWOXPmsO+WRXm9/W+kbBKUt/liOOIS9aFWWkp7EkCb9o81sJRqXaCsyGy/qM+PbIvhO1BMvLo5pd7KLX+rEJtTDd9G1FPFuE1lHJiSDK39DaoJ5RNYlbI5uyid+CbeCf8jvG8CHdtns/ftixFtUYpqPqGoZi2uyi2IDnO3+wE8tGPDeCtZKe6gs3UcoeYZdLRMJxr2UVr9MXXT/0Z5zSpEMb11zgykqtUDZGGOm7iIZWsb+XD5tcybugi7LXm96fwPswFaI+vszh2fQoo7KR+7JHVOzO9+pddH2S7luZZbgDrFVUBVnyhXqbN4GKGSUQw/sCq1MheyCocWgTUqFeOPjafK+bHFiRTKQRBWptr4cQufuaywE1ZBh5YOCWg96qij6DjQysitO2gfO9p0Pyt+oQlZsfaZscpKosC2Shfj93f3QWumt8nN3MpW/9XbztFISe0EkGp2YmsepQmt2fitpoPYTKT7Ggmwf9pGRr0zC/+4nRS7tK2t+QbVRHtZEtm18kLiwWGMn383dpf1DBGWJUDpsJUwbCWyJNJxYAKh5iPwf3gW0c5KnCX7cPt2UOTbgbt0F3a3H7s7iM3R2ZeJIK7aulWWQYq5iYXLiIbL6A6NIOwfTbd/JF3ttTicQXw171M343FKq9YYpqPKBFBBfwtPuy1Cw5QecF36SWMKuBpt/ZkvoJXidvatPZPRU5+i1JZsYU5Y47TA1KzLgFI5cQtQprhSBSo1j5hLpX8Njpjix1aQ7HxSM+1rEVgBDkSmUmJrochmpbO++jsIa9PaPUyaMzXrsQoqaDDpkIBWj8fDxAkTcL79niloNesSoPVFn20qJi0Q21zpYvz+MO+M1x4nm2ApszJ7rFqK1ezA9eFcnDNeS0mjlMvtW7M9xnRyVO4kUj2SmnUjCR55EFr7C1QTSgBrOFjL2Pn39g+wqiSIEp7q9Xiq1zPiiKeIdXvo8o8h7B9N54HxtG2dTyxcihR3I4hR7O4Aoi0C9LgTbHnzp0iSnVh3KXLchSBGcLr9uD17KPFtpXrEMkp8W3G6W3VTb+UaUrXUB64fNrL0g0bmjVqEvdrYQmw0hxkwMTquDTu/gM0RpmpUqh+ih1DSbWQ1mJpxGVD2S3mei+ArhZpHzKVm3/LUCrXSpbPK1p81A2AFOBCZQZXzIwudzSvf/qzbVzoBmYumrsjrPAUV1N86JKAV4Oijj2bNu6vha59PqcvEompF2YCsDz/7qmKctDGMT27DL5RbmjvdTjdWlYm1Va7eAJHjwT8MyvfqtoPcQqwVmT2u0NQ1VL1xMtR/gFySet7kC1QTGgzAqiW7qx3v8DV4h69JKo9HXcS6y3oB1kk86mbXiosZPeXv2J2dON1+HO4ANntn2ryw/QGpfVKAjJ0IDSMXsWxXI0t3NjKPRdhFHXBNc7s3G+tsLFbE7nWfZfoR91MaOWjWVAJOwiKqhlcrVtdEG/WYKevPMPgKIOzycaBqOrM2/E67QS5lBLUZAiuk8WdVZEgwvRYd5cOfde3bMP4ID3b7IXOJL6gg4BCC1rlz57LsmX/2/Z9Jwv1cygrINvtsiJJMdVCCMn9KvdZtcTMgZJTqyorS9RNsceRRG2DbVCjfm9Q+15CaT79WLyEoDREbvQnX+/MIH/syiYzoVq2tmWQdKJE62LTyu0SCNUyffysO18D4aFuSIwSO/SSyw8SibnZxMWXDPsbuMLZYDhSkaskuqsB1lA64Go2TJdBuWHsR3tKtVFYnW8cSr5MaXjOxuiaNm0cr6/a6U6nc/zHFYe2NR7KWGTjMAlgP+rNqWFrVx663lhz6s6p/iKTTxkIQVkGHqA4ZaJ0zZw57f3kbvjztDqWbmsbCr2Q9kJVEgV2VNsbsj7GvzJbSJpvofqN2RkFbVseK171Lx5Kv4Zn+EjiM15TN9q1WLa2ZQG739JUUv/ZZPNtGI4xdk1KfS1BNWLlkSWTTyu/SGRzN1Pm/HBrAalGZB01loAzcEO2hCA3eRSxra2Tp1kbmlavANR0oZQG0HduPpGXP8Zwy8zKKQwePWWmdVcOrWasrJMOrD3/f+ZgPK6uMwPZxpzH1o0e1G2QqK/6sWQArwIHItF5/1ta0bc3IrD+rkayA64aP93LWT4w3rClIX+14EPNgAc+H8pugcPDpkIHWo446ivZ9+xmxrZmuOuNNBpTKBlj16jIB2d3DZCa1xFlRb32f6FxbHzPx4bT5WhA9rUR3TcU59n1A+4KpNU42EJtreQmBA+RZr8K7ZyAP24FQHMoLqCZ0qALrYIdULQCxCxEaynvBtU0FrnrAko3VrxKisWJWb/wR0+seoti9L6k68Xqo4dXIZcAoUEvLLSAlxVXiOK1YWRUWx/3VM4g6iqnZs4ysr/uZ+LNmCawALd1zGOZalb5tBu4A2fiz6n2nKhWPy2xet4dJc6ZkPE9BBQ1WHTLQ6vV6mTxpEiUvL6XrknPTt88AQkyvJQOr7NYaOPZjqIgGiTqSnf+M+mUCmGZlZQwffmx179Cx7Wh8Y99IqVMqlxBrpGxeA2HYDuwj1yCtOoHi455AuXF6LkA1oZKuDj7+8FLCoZHMnXs9TgKY3EhqUCoW69nO1xtpN/XtMtCQqiVDcLU6rgnr7MfN38Rj30Wd/aXk41JYZ9Xwmo3LgCW3AHWKK2W5um2vto07jTHbXsUmpW7tbEpWbqurX98cAKssQ3P3XI4quz9tW8O1ZCArsRCgDa+bl7qQkfjmtEIQVkGHng4ZaAU49dRTefv15aADrbkGuWxvVSv7B0sEAh6Z0ftgc236fmZh1UyqKysy6lcy6n38H59NJFCDsyw1/ZXeGNlAbK6VFGA2/TXaX7uY6NZZDBv3uqk+SumBagIUJEnk4w8vpT00ljlzb8DpysHm5oNcgxFStfrYidAgLmJZpJGl+xuZ51yEXdAA13SgkgZo93bMYlfoeE4Ze1lqoFrimFXwmq3LgLJdYkzN9aZzC1Dmb+39v7vay57aYzn55cvIm/Re8xwAK0AgNo6YXExlwp81k/PIJHhnG4SlBa+rXpSYcVxZIQiroENSh9RZfcopp/BU4zU4FWV5D9zRUKabA+we7mTcHmcKtJqZN9sgK6OgLbOAW+bYT/vIFXRvPYrKmU/qtlO/PrneGStX77ngiFA16x/sf/frxIavxl7sTztHOlBN6HAB1nwETekqC0jVkl2I0ODsBdeIDrhm4TIQbStm1f4fM93zEMWdyW4BSf1V8JqNy4BSuQ6+AthRdyrlrevwtu8+2C4HFsiscruqleY8ae4+hmGuVdiEWMY+rErlwp81nZTw+v5b+5l1WsGftaBDU4cUtJ500kns3bCZ+ub9OGus+4amU0bJ93tlBmR3johxylIHpVI7smi+Xz5dBKykawKoGPcGW5dczvBp/8bm6DLVN1uIzbWS5h/mp2Tk+xxY9UXqj7tHc1tTo92NtPw6JUlk3cpL6eyo44Tp1+PqHtouAUpFYz1AVRyUcNhNAusggVQt2YUIDd2LWGZrZGmskXnxRdgJp4coEy4DH4W+hde+k7qil/T7q+E1S5eBRJl6jJQ1mwm+Uh2jLIhsqT+LaR8+nHI4STK7wUAuYFctE+9/c/gY6kv+nb5tP/uzmpE37uejFVu44NYJeZ2noIIGSocUtA4bNozJkyZR/tyrBC4501JfNSj1R3CTGtb2l0vIAlS3ieytlNL2s+oikI3MjlHk20lJ2VY6t81mxIQXNNuoL6LZQqxR22zlJUTx9L+z6bVrObDpVKomvAJYB1XoAQRJFlm54VKCHXXMn96Ey3loWlgNNYghFUiJircToSHeC662XnANGvi4mgDa3fF57I7M5xTXpQjK+dQgpIbXXLkM5MHKumfMXGRBZMTupdoNzCgbf9Z0MnEudMUrCcbGMrx7RZIfe87XkietXeohFovxndkrB3opBRWUFx1S0Ao9fq1LX3sPTEBrNoCTjxRYIcHLzuExRjXb2VtpsJ1lhpbVdKmuMoFbLXgbXv8SOz7+KjX1L5q2TGoFkCSUDmJzLfX8NkeYUXMfZNtbP8FXuhHfsNTcjUagmlAPsC48/IB1iEGqljTBFR1wNRqvFAJSHSsjlzHbeQ/F4v7keuX6y1TlOXIZSJyrubSyAmye9lnGbXoeUbboEmIF+DKFQ5PnRXP30VSIn+AUsvihbwW8c6zlL9qYdVwJDocjfeOCChqCOuSg9ZRTTuGp6642/N7IJ/RkkwLLS4gDNVGmrfGyYXpq2hqr8xqVmxlLK9rYyMKYUEXNSnZ8+FXCO6YybPgyzTbq22Tqca1ArFabXCmxLk/5R4gzH2bjez9k+ok3UeRpMQWqCR12wNoK2Cy0z/TlyBOkas1jJ0IDi1hW2shSoZF5ARW4mgCq7mApy+zXMVF6mtoOhUVSyzqrtrLmyGVA2S4lxZUyyEq9DvVzZXHFOPzVEznm3V9qN8hG2fqzWjhHmtuPoUZ8N8sJD8qKP2umu/0ptfKtVuae7kzfsCBDtUc8CBHPQC/DlORIqmHoUNYhB60nnXQSezduYcSeA0RGJKNrrmDVKiBZAdm9w7o5eoUPb9BOqDSWcd7SfECc2SAjgNFjXmD71rN1oVXdJxuIzbX0jrNq9NvE2oaxcemlzJ13ddImCroBRwd6gXXPQoLddcwf3YQrdAgDa9xkuyEAqVqyE6Eh2AuuZSpwTePHKmHnXdtVlMsbmCT93XiNSlBTW1mzcBlIUjq3AHWKK638rb3aPO1sRm18HWc0RzsRpvsBYNbiauF8ifqL2S8dwRGOB9M3zoE7QK63b43H4YMV2/nurebzlBdU0FDTIQetCb/WoueXE+l1EbAKq1Z2hso0BZYeyMbtMs01YUbtcvNJaeoFINPNEIysp1ZlJmn8yFGL2bzxK0R3j8Xn2ZxSr7ZAZAqxZiy/2Uq5Ns+kx2hvH8NH71/B/ImLEAQNWFXAQAqw2g9hYDXSEIVULfWBa1EjS4sbmbdzEfYK4y1rCcCHJZcQFUqY5/8FAgrriBYAJY4hAa9aVtYMXAaU5UnjKudUjqUuVwJt7zxhdxk7x5/ASc/+TONALCjdbfU8+LAq2+6Oz8Mr7MAj7rY2j8l15TsIK+HPev7s9Xmdp6CCBlL5z8UxADr11FPpfu09fPgtAasX/Z2PrPRXP6z23z+qlTE73WDR6q83n5kdvXKRx7UkKPU9fOEg44a/wNrtX0vbVstK6e0OJT3U8hDKC7Cq51XP7QnFaBj3a7o7qlmz7RvJnQ9QANaEEpY5dS7PdApgvV9Q9cjXPAcOPuwHIjTsWoQgSywd1Uis1Z1Un/QAtrg/zW7XsTQEb8WuThVhtBb18WjkRk3po/Ih1vyMZRN8dSD57/qZX2bYrtWU+ndgWemAL1PXAKvnHLAzfjKj7a9nOOHAq+DPWtDhoEPO0go9fq3/vPYqxpts358J6xMyssoeGN6BfZXIqNYogcpkC44Vf85cZg1QB3FA+hycE0f9g5dX/oH9gWlUxdYkV6qsKuqxzFhiM9kmNBOp1+awd9Iw5Vbe/OBOvNI2xpS9ntJH8ousDCwkGKtjfnkTro7DBFitpmUdhJbUPqUJILPLPeC6bGQjS0f1WlzlVIvrvs4ZfFzxTY7deRPFXYp8rHqWRbVVVW11TbTJwGVAcx7lHMq+6nKN17DDO5xtk087aGU1k5c1HYhme+s9A2Dtkis4IE1jjvM32c2dRRCW1iYQVlTwZy3ocNAhaWk95ZRT2L9lB/ZNew3b5cKymk1fPYusLELLyBA1O1O/3c1acrXKcxmAZuTDmXi4giEm+J5hzaYLkdVWYw1rlHr8dJbYXEo9n9HcHABP5x6OHnEnH7R8n30dR/SU91q9UoDVdpgAazqpLYqD2JJqNuOB3R+h4ZNFCFGJpTWNxELupDmDzjG8O/IqZux9kMquT4znU8+pZXVVQ6S6jZbVVT1uLqysvVp71PmM3LwkMyurUrlKdZUBsALsip1AlfgRbqHNwgDGsrqpQDbAGgkLrF6+jW986vmMxyiooKGgQ9LSWlVVxdy5cxGeeBuuPTelPpuIej3pAaFRTlGjOYKjZCYum8D6I/b2bTRgdQy99eUi1VWf0lzc6yueZYv/TJrbGxghqYKytPzxlDKyEvW3NNY3rOR9jix9gGW7ruXY8pupdH7S4xJQANYeZXrog8SSanYeuxShYcMilk1sZOmkRuatX4RdChPqruXtcTcxfs9zjN29OLlTuq1IE+e+li+rOjm/lSwDB1RtEuOp51eXaxx3oHose8Yey6lP/Si1Mqkh2VtPzfTPEFgBdsRPpt7+bO7W0s9a/lwpRR6B2bNnD/RSCioorzokoRXg3HPP5U//eYpKBbRa9S/NhbRg1gzItle0I9ljjGoR8Y84+A1r9Gs8W+uqXrBWRr6jvUu2E2ZS8ZOsabmA4VXvIgo6QSCQejFQQ0U+8h9mCS5jil5Hkp0sbWtknuNmtsTPJijVMd/VhKv9MATWhEU9iPnk7EMMUrWkBtcjtv0/lk5uYsz+V5i8+wlz4xqkssrYZUDrh6FeiistoDWwsq458RuMXfsCxR2qXLNmlUt/1iyANSiNoUOuZYQtg00RMgRYrcwB2bgHvPZ0Nyd+tghRPCRvnva7Qn4PQjy/gXO5khwqpLw6JPS5z32OxhuaqA50UlJmNg9P/v1bwSTICnBgVCuVOyuSoFUrBZYZ62oulJKUXO82o0pjixezqfMcdnSdQl3xK9qWIK0x0kFsf0rv+AIwlpeI25y8FVlEEfs50X01LuEwBFazOgQgNUm9x2MnQsOKRbw9+ybenHYndbtfZuq6R5PZ3QjETPilpoBoJlZXZbnec3WKK9VruX/UdFpHTmHOP+7GkvLhz5oFsALsjJ9IjW05DkG17bTWDwMjGfyoNps5IPFdbgVeJUnmnde3cM0fhkZe0YIKykaHLLROmTKF0bUjKfnnW/CteWnbZwOrWrfewdoXjxZg7h/lZsYbU7FFReIO7dvjVqyreQNyo4tGAERiTBUf4+PQRYyK/A+bENHuZxVis1U2XKnoK8kibfIknISIUEqHVHN4uwUolQmgwpCAVC2FXZV0uatxRoMEPGOI29zY4+H0fY0sprmyuqqVoVuADKw56UImLH8apxnf8nSf22z8WbMEVlkW2Bk/iSMdf0iuyPS87ZVVf1a1rMDruuUe/K3tfOdUi6m6CipoCOqQhVZBEDjnnHN489nlVBlAq9W8p9m6GFgBWXdpM5HS0YzaWURg3C5TbgVmgTWXqa76ZHABGWlbwsbYuWyJnckEx7/M9c/mApUPacwvySIrOxcSFOo4JXY5u8XjeKf7Bhrii6iS16R2OBzkAMu/j4YopCoVKh7FW3NuZvSeN5i0+a8sn9HI0hmNzHtrUQ+4GsFbOoupWasrGOd2VZabfa56nfdMbKCzbBj1K/6deUqqXGzdmiWwAuyTZiLJDoaJqw8WGr3f/ezPagZeX31SpGFBCUVFRf21rIIKGjAd0g4w55xzDuvefA85nuoeYDZzQK6tk1ZzufrH7qJs60iQ6cs7q3wkpJeTNtMMCXqprjRdA9IpCEJIZlr0EdZHv0Q0WJIaEa51ocgkAtyMtKLYzTxUxyQFDwLr/FgTLgKMk/7LjPiDLLVdT4twVA4XfYipn6L7+ytbgd87jiWzF1G3eTHTVjyMoy1Cw9u9eVznNxKzudOfV1rzpcsGoHNupoxh1MaClVUSRD454QImv/0k9mh3agMjWQHcdG1zAKwAW2NnMMb+MqIQ6ymwYmHtR4A1+h5/++VdnHRucf8tpqCCBlCHNLTOnz8fexxsL2/oK7MCq/3h36qeTz1vaGQLjs4i3G3a3+JWYTXnxxVQ/QXdi361vJoyeQsbxM9rj2UVYnMBn1akWJuEyEpbMrAmVCe/wqz473jX9nM2iZ+xukfEoalDDFKVc+z2HMuS2bcyYcMzTF3z1z4fVntcA1z1xtJaj3oupbTSY5kB4CytrDtmnIos2qn74CVMKRcWVbVyBKxdcjnN0tHU2XqPJRuXAAsuDtls36q+Ruzd5mLdmt388OxVGY9Z0OGn3/72t4wdOxa3201DQwPLly/XbRuNRrn55pupr6/H7XYzc+ZMXnjhhaQ28Xic66+/nnHjxlFUVER9fT2/+MUvkBW5LmVZpqmpiREjRlBUVMSCBQvYsGGDerq0OqSh1eFwcOaZZ9L5z6VpYS3TXazUY+iNl+nuWB67n/Do7VRtHZbROozK8wLlBl/8QgCmBR9hs/gZwsFyU9bMjIDCaG3ZPHplBKwJjZL/x3HxJjaIX2C17cfED11PHG1lsiPWEIHUxDwyAmunfpVVc37CnHfvYuL6Z1K62VsjNPy3N49rQyOxDrf2WjOxmGaS21U9rhkra+8Y8U4na4/7KlOWPIYoxVP7ZyKrGUFyBKwA22OnUS1+QIm415yvcYbK1/atXkIsedLGtNkehg8fnpc5Cjr09MQTT3DFFVdwww03sHLlSmbOnMkZZ5zB3r3aee0bGxv5wx/+wH333ceaNWv4/ve/z+c//3lWrTr4Q+n222/n97//Pffffz+ffPIJt99+O3fccQf33XdfX5s77riDe++9lwceeIBly5ZRUlLCGWecQTicZgtslQRZTkn7fkjpiSeeYOF1VzJ/421J5dmCqbK/OkWU1fHT+bnag16q3jiZljNeQHZGdftZ3RlLz5/V1C5YWulzIDmFjo6We6/CKbczq/13+o0SGkw5EQO9wOpZSNBex/xAEy7Z+MrYJVaw3HsNIjHmBn+JO037oa6oUMTzlX/lrAPn45C7jBsPMp9UK/PEbG5Wzr2MQNk4Gt6+hdLQDsN+MZuTZac1Igsi8xYvwh5TfFFrnePqMjU8afVRA6DWGHoprtSfW2V9b92GEz7PrpnHc9JffoagvH9gNK/yealGWaWFtlaU5v2TZJHF3f/HkY7/Y0SHvpUp6XVXr0XnONRBWGpozcbSqtY3T3Fz1OkB7rvGeCOdgswpGAxSVlaGsGE3gjcHv1j6QXIoiDyxlh07dlBaenDNLpcLl8uV0r6hoYG5c+dy//33AyBJEqNHj+YnP/kJV199dUr72tparrvuOn70o4P5mL/4xS9SVFTEo48+CsBnPvMZhg8fzoMPPqjZRpZlamtr+elPf8rPftaze14gEGD48OE89NBDfPWrXzV9vIe0pRXg05/+NPu37UH+qGf7xFxZUnOpdBbZWGmISHkbxdvqDPvpjWu2PJ3SAqsZHYDpux5mp/ME9nUdkd66lqtb+zlwK4jERd6wLyRgElgBiqRWjg9cR3F8L2/4fo3fZnZz4UNQQ8ySqqfO4mH87+TbiDpKOOlfV1K6c0fafvZ4hIbFPa4C75zSyNpuN7FEQhA9y6vWManXq5QZlwH12FrPNYA1VFXLupPP44hX/l8ysJpVLv1Z08nEedIsNSAgUdPxXmZzDIIf053tNt5bupXvffbVgV7KISc5WIIUGBoPOVgCwOjRoykrK+t73HbbbSnHFYlEWLFiBQsWLOgrE0WRBQsW8M4772i+Ft3d3bjdya5NRUVFLFmypO//4447jldeeYX169cD8P7777NkyRLOPPNMALZs2UJzc3PSvGVlZTQ0NOjOq6dD/p5lWVkZp5xyCu0PvU3tr0613D9bUM00BZZ63s7xm/F+PJ2OCRtNJW23anXNibQuilpbtEZbmLbvEVYP/zGnbL0seb/2dBsKDJChMhIXuXPnQrxVdTz1qyZe+UkAbOb62ogwu/03bCz6PEt8t3BU6H5GRt7K74IHg4awJVWvz/7h03j35J8zcssSZiz7E6JsIgd07+tgJ8LRf1vE789opOOERp77zSLePDaMPWE6Ee3xFAAAfwlJREFUSKzJKMdqLrIMKNslxlSPpyiXBZFVn7+Use++SOWutanHp6d8+LOmk8n3dUvsLMbF/otADnbay8emJyb038eqGD5yL9OnTx+YBRQ0qKRlaVVr//79xOPxFHeS4cOHs3at9mf7jDPO4K677uLEE0+kvr6eV155hX/+85/EFQHuV199NcFgkClTpmCz2YjH49xyyy18/etfB6C5ublvHvW8iTqzOuShFeDCCy/kqhuuYcQdpyCI6Ykvl6CartwsyDpq1iN+OB1fcxnxETt1+2bqIpDrjQgAQ2gZt+2/7Ck6lo/LLmLmNkWOxFzvipWDDQkkRN4q7wHWpqYmAoEAmzfApGrzYwjARJ7GW7KDFSMupy02kan7H8MmR9P2HVIS6XmPWk22H+SQmpAsiGya8VnWHnU+M5b/ibHrDAKRDM65be0Rfn7TIhobGzn78kY2/nsRU+xhY8hUg6mZvKx628EqZTL4atOxnyVS7GXKK49BuqxKVuAz17Bn8j0OSnW0xicxV7rDuOEgvzv8778FOPcbDgTBhBWjoENepaWlSdCaK91zzz185zvfYcqUKQiCQH19Pd/61rf405/+1NfmySef5LHHHuPxxx9n+vTprF69moULF1JbW8tFF12U0/Uc8u4B0LOlq3/PASJvGxN9JrfNs4U908Faokx03Hocm6da7mulPKeprhLSuNUuIDNry/3sqDqZfd4j9Nuqpb7FnO6RpSREVo5YiFRax1O/7wHWuaNgfEVm49V0vMeJ26/iQNE0Xq+7i1b3xOwXOZQ0CG/3p+vTXlrLkrNuYevkMzjuxRtSgdXCOTfeDUc6IyxatIgSQWLfBY3EHG5zqaxy4TKgLktjZQ1V1bL2U+dz1NP3YY9GNI/JkvJlfbXwo2RT12cYJf8Pp5Xv+hxZgnPlz7q/2cXytzbzuQsKqa4KMq+qqipsNhstLS1J5S0tLdTU1Gj2qa6u5plnnqGjo4Nt27axdu1aPB4P48cfdHW78sorufrqq/nqV7/KEUccwTe+8Q0uv/zyPheFxNhW5tXTYQGtHo+Hc845h91/WpFSl23GgHxID0ajY9dja6tEbK2yNI7ZckvKIABLrZLuFqZt+Aurxv6EaIfbOE1PJj6tWfqwSgGRlVU9QVfHr2nilQsDrPsZvP1DsJt0DdCSN7KLE7Zfzejg67w9ehEfV11IXHBkPuBg1hCE1IRkQWTT9M/y+jl34du/kZOfWUjF3nVZ/TCyC/DOkfDhjAg/eHERoiSx9Iu94IrGeOq1aa012ywDOlbWJLeA7RbcAtTKtz+rhe+FrmAlO4WTmBB/JoOJemUBYPOVOeCZP/mYNstNXf1hcbO0oBzJ6XQyZ84cXnnllb4ySZJ45ZVXOPbYYw37ut1uRo4cSSwW46mnnuKcc87pq+vs7EQUk3HSZrMhST3GrnHjxlFTU5M0bzAYZNmyZWnnVeuwOeMvvPBCzv/mBdTFzqLM3pHxOLkO4jLrHuAlBE6Qx31E8YbJCA1bdPtatbjm1TVAKxBEoXHBF9gz7DjWTLyImWv/oN1Oy4cvz5IQWVm/kGBRHfPXNuGKBaAdJjkx58uaZp0iEpMCT1HTvJxV4y7l9dFzmb35Xso7rOetG1RS+meadRccgNv96dReOoJVJ/yEbmc5x/79Zip35W53M7sAk4qAeISGfy5i2RcaWfrFRuY9tQh7NGzOLzUbl4GE0lhZNx3X4xYw9eXHzBxWsvrLn9XKeRCETeLnGC6vwMvOLCbVV7bbt5rV839v4QvfdjKBHf0yX0GHjq644gouuugijj76aI455hjuvvtuOjo6+Na3vgX0sNLIkSP7rKTLli1j165dzJo1i127dnHjjTciSRJXXXVV35if/exnueWWWxgzZgzTp09n1apV3HXXXVx88cVAzw6lCxcuZNGiRUycOJFx48Zx/fXXU1tby7nnnmtp/YcNtJ522mnE4hHkf6+Fz4+23D+bXaWstjEE2fHvw8sXIAcr8JYmOw6G8GYFrEaprrKWDpgIyMxadh+vLbiH2s3vUL3vg9SLmBHEWpjLrCRBZOX0hQRddcx/twlXkerKqBXYkqFKu3Zwwpqfs3HEF3hryiLGtfyHKbv+duj5uio1CCE1IblVZPPss/nk+K9T9+Fipv7vUes7PxlJdex2IjQ8vIhlX29k6TmNzPtXL7iCvl+qGl6tbuUaIPnOSKKNAmpDVSNZe+r5HPfQDdhiCrcAdSCYUrn0ZzUzlkVgjeBlq3g68+PXW+iYRgMQhLXlEw+ffLyeM79SyM1akHWdd9557Nu3j6amJpqbm5k1axYvvPBCX5DU9u3bk6ym4XCYxsZGNm/ejMfj4ayzzuKRRx7B5/P1tbnvvvu4/vrr+eEPf8jevXupra3le9/7Hk1NTX1trrrqKjo6Ovjud7+L3+/n+OOP54UXXkjJTJBOh3yeVqV+8pOf8N7O95n79GdN90kHnkY5WjPN26olJcjKq0+CuB1hzisGPYzn1dtFC0z4s6pdAyDVPUDdVs+q06st489kw6TPc8rLl+GIqfJ79mN6mT5g9dQxf0UTrqhisWZyZSaUATAFi8awcvylxEUXM7b/mWGBlWYSRQwqRcUinj/6r5z13vk4pN73cRBDqhLUWkdM5ONTLiZcUs5R/72Xqp0G1tVsN7pQKeZwsuzrjciiyLxHF2F3qxJua8GRUd5QMP5xl9j8AVJSXMmCyP++dSsVm9cy4/WHUvsqx9XLs5pJflajnKhqWQRWgLXiVzkgTGV+/Ib0fYw+63rHQfocrQll49v6qyt6Ir1ff7494zEK0lYiTysrAuAZ5JF4CbUHYU4ZgUAgL4FYg02HjaUV4IILLuCPCx5kTseZiCXGh55PH9cEMPrxme6jXI80cQntr16CPGU5QonxLl96c5tpa1pZAivA2M0vsHv4sXw8+ZvM+vj3yZXqPnoXtCxdByRBZOXRvS4BrzfhcqsGTJduSL3GdOtRgU9pcDsn7v05m0efzYpxCynt2M60DX+hIrjeymFkp2y/80KKvyayQfVpACA1oVDFSD454QL2jj2K8Sv+zaRl/0i1ruYYUtWyRyM0PNZrcb2gsQdcI+GD74dZlwEjq6u6PNFHVb5x9ueIFnuY+vzjkG2cT7rzyeoPUqvvee8xxXCzWTybufE0GQO0lIcfzQnDgFV4lSSZ/z69lYW3pqYzKiiHOgBY26hp4JS5t+OQ1GERiJXQMcccQ9EwD/sf26zbxmyQkg9/Rr6gyj6JMZQPMxJL/NhHrMexcbpmIJneMeQFWK1IK6AkkU0gIDNryf3srD+RvSUzjYNq9IKnslAfsJbVMf9/Tbi6A+aCXtTHZVY6ECTKcSZsf5bT3vo+lf41vD37JpYf+XNCxSMzmCTDdeVgq9u0ykPglKYMgqa6PBWsPv2HvH7Rb3B1+lnwxx8wbclj2A90Z35cWSgBroIksfSCRmJOd+rcuQjUQtVG6RbgHsW6M7/KUY/dhy3TbAHpIC/TW+oZAivAVvF0SuQ9VMkfZjh5r3IMsB5CKQ8jrfpfBfv3BVhwjrVbqgUVdKjosIJWQRC49Bs/ZO3fVqbUWYmotwqrVqDQLMi6Ji4luuMIpPBBU4gRrOq5A6jb5zTVlZ50Lj4l7XuZ/u7DrD7+x0Qdxcnt08FKhhkCCIAUFFk5cyFBbx3zn+sFVqP1GmU5yJEc8U6mbnqcBW//EFe3n9cb7mLV1B/R5RqgTObZahBAakIRVwkfn3ghr3z798ScRZxy32XMfOoPuPe09Rug6kkXXJXrSpcNIPG/2oqqlSJLUS+JIqu+/hPGLfkvFVvXWVt4LmFOa6wsgDWOnU3iOUySnupXd5tMMwcYAezTfxY5/fNujijele3yCipoSOqwglbocRH4aMkHxHZ1WU53ZcYamg+rpRbI2sr2Ya/aRmTTMWn75nSdan/WDFJd9Ukjr+rYt17Eu3c7K469HLlV1L9A58jKKgkiK09cSLCijvn/bcIVDuhbd9VKZ8HKwYXcHWlj5ro/cMrSy4jbXLxy3O/4eMJFdDnLsx88n0r4TA4CSE0o4iphfcMXefk7fyBQOZ7j/3gtRz/+azyte0xO1j/SBFfQtrpaze2qLlP0//iUbxFzupny/F/NLdTK76d0nwUjN4IsgBVgh3gqdjqpkZebGztDF5l8ZA5Qwms0IrD4uY187hsFK2tBh68OK59WgAkTJnBswzz23L+K8tuOSN+B/KSEyjYFlg8/xVP+S8uS71E1/lXai8SUeivzprstZVp6/qxawVsaEpCZ85+7ePOCO/jk+K8x7X+PJo+bUOKCmYUFWBJEVp61kGBpHfMfV2UJ0PJX1Sozk2pIS6XoW/U0XiNPoJmjm+/C7xvP2mnn8/L8/6N219uM3/gfytsGUZosK98oOfJJTaeQcySb532GHbNOpmzPFub+7Q6qN3+QweT9J10fV63z7QCpvq6gvR2s1ucwCNvmLGDn0Sdx4q9+ZuwWkMucq7nOEAApn6kYTtaJ5zEj/iACqphj5WuhtxajNfbjTQ8PIf7+6Ghc7r1c+Clr214WVNChpMPO0grwwx/+kHcefwdZSp84IS85TA1keocswOnbTdHwtQTWfSqtS4HeWFq3oXKa6kpP6l15FA/nvg4aHrmVLTPPZGfdCdpwl+WOV33AWl3H/CebcHUGtMfL1OqasHplYm016OPzb2be27dwysuX4oiEeOuEm3nz5F+yY8zJxEVnBpP1o/JsSe1TEKR2G3tGNvDOuU28/sPfEHe6OP7B6zjhwWsHHlhNuq3Y90do+N0ihIjE0vMVFlfI3GVA+fdAzxgHxkzlwzO/zdw/3UFJ697sji2X/qxZAivAFvFs3HIrtfLb2Y0N/ZrFREuP/rGdC7/Xk7S9oIIOVx1WKa8S6u7uprK2kvP/39cZ9gXtXHdmYVUNgkbprrRyomYipTU22l5J82uXUXPyvTi8+02tMSE962peUl1pXTCV9RpqmTibd8+7kvl/aqR89yb9hhYliSIrv7iQ4PA65v+5CZdN4wpmJsWQVpnVW4sWrK1aitqL2T72VLaNO52wu4JR29+gbstLlAW3WVxIbhS1F/H8OX/lrH+dj+NAV/oOamXyQ0TxGnaUD2fbnNPYPvtUxFiMupUvU/fui7g7snQ4zqG/slXFHE6WfbcR2SYy74FF2ItUYc1a55z6/FXfMeh9nTuFKt743q+Y8t+/MW7JC9oL0EpfpZwj21RXWm1zAKwRSnjZ/gfmxu+gWlb8UFGPbfQZ1js2yDjdVSZa/5GPT83ewXvbSpg5YoAdrw9h9aW8eikAJUMkfVRHEE4vpLw6pOVyufjBxT/gtQde54wvnNlXbsWqmivfVSU4mk1/kjS3J0R4zFL8n5xO9TGPm1pjOlg1LSuprsxIdTEZ/t5KppT+jeXnX8NJf7gSd3ubxQFTlQKsCZhRf9bVt1wT61NfuNRlemmGrMooZZai3EEn9Qf+w/gV/6Ft2GS2Tjqd/51yByXBPdRsX87wHe9Svm9j6q3RfCmxG63Z9z5LSJWB0LAxNE85huYpcwmMGM/wde8x+5/3Ur3pAwS594fXAEJntrJHIzT83yKWfbeRpd9v7AHXSNh4Nyw9lwGFYl0uln/nWmrff0cfWPWUzmKajRtBDoAVYIP4RXzyRmNgTbeWQaI/3VPG6Z9pKQBrQYe9DktoBfje977H3dPu5jNbj6ZkrPl93/OZHkoLJs2AbPWkF9jwShO2tgqKy40tbFpz5N0dwIyVVediUv/qvwiOqGP5eVcz/95GbLHMd4qSRJGVFywkWFXH/HtUFla9Cz8Y58bUKzPaOUgpI99WCxKAir3rqNi7jiOWPUjLqNm0jJnL0tNvQIxHGb7jPWq2L6d69/vY4xmmMsqFsoRUAMlmZ3/dNFqmzKV5yjF0l5RRvel96t57iZp17/X8EBnCkKolTXANhI1/MGmdv73lMrDqC5fiaO/giH/8kcQeGg6jDQtymXM1V7mWdT47XVSyRTyb42PXZD52Fu4AubSyhsMiz/5zI7//22HpzTcwCgBDZVPCzoFeQP/qsHQPSOi0006jZJqd+fdMTNvWLKyacQ9Q1mUSAKUFsi1rPktX21jqjrsPQSOvi1Xrqmaqq3SZAzJ1DVBcTKIaF5a4w8GyqxfhPbCLox67N6O0NX3AWlvH/PubcLX3TqR1YTJzu1Wvr9nxlMrERcDkBVgSbBwYPpWWMXNpHnMMXcUVVO/+gJod71LRshZPYCdiwhqZA0UdRTz/jb9y1iPn44h25QRSZUGgo7yGttGTaZk8h5aJs7FHwtSsfZfh696levOH2A4MIIj3o1JcBSK9rgJm3FQUwYvrZn+F7bM/xYl3/Axx98HvANPQatY1QFmezjXAitL80Ftt+yExijg6/uueAqPPS7p1a/3fj64BD983ht/fvZ7NGzqTttcsKPfqcw/4ewCKB6nZXa3OIHy54B5wWOiyyy7jGxdfwLw76rG5tL8MsrWs5sMyqwWg8Ykvs2HxjXTsm4pn2CeGbcEErKplFlizkBawAtiiUWbf+0veuulXrD/2HMa/8C9L40qiyPvfXUiopo6GW5twiWmyBJi53Zromwurq5611cyuWlpSvBcicar3f0T1xx8xnT/TXjGK5glz2Tn+JD6aezEIAqV7t+Br2YSveRO+lk14DuzIHGQTsWCtgFmOVN7uFwQ6Kkfgr63HX1tPoLYef+14JLuT0uYtDN+wkvolz+BbuxnhMPy9resqoD6PDe4c7J44j43zz+WE31yDqyNk3aCUy1RXmSgNsIYYyQ7hJE6JXdZTYBZYjTSAQViP/L8DXHKpUADWggriMIfWM888k7JiHxv/vI/J308OyLICm7kAUy2ItPJrvcyxl5GT/s2+jz/D8Op36RA8uQNWK8ow1ZVarSmRz23Muec2ll39Czy7dzDsg9QNIrTUB6yj62j4ZROuUIAoGhYlM7Cp5y6Aqq8eCOfyR3AGQCsA3tadeJfvZOLyp5EFkVBFLYHhE/APr2fbkQv4YNh3QBAp3beFspYtFIX2425vw93Riru9DVdHK86uUMZJ2mUgGikh7C2n21tB2FtO2FNOuKySQM04AiPGIdkclLZsxbd7E6M+eIPpL/yJ0g07EOOxDGc9tKQLrpDWxzpQPZaVZ17GnKfupnTPNt0fiinKZaqrTNuCKVeaNbZvMEZ6FQ/N1j4jg9BI9c6rw9i8aTOXfjOXu7sUVNDQ1WHtHgBw55138uBf/49LVvYEZOUKVrXcBIzcA6z4lerBrBR38MFrixhR/yLDx72auiarsNqPrgHKi2cKsCq0/8QT2fK97zHjqqso2mW8K4wsimxcuJDOujqmNTUxXOMKlgKvYO1Wq1E/vTK9i6NVNwGjC3KG1zhZEGkvr8VfU0+weixdnkq6PeWES8oJeyqIuYoR4lHcHX7c7a24OvyI8RiiFEOQ4siCwM7ppzByzZsIyEiiDUmyEykp6wFUbzmSw4UtEsYdasMdasXV+7e0ZTu+3Zvw7t2O2BbP7ACGiEzDooHiTifvLexxFTj6rkUUuVVZBVTnXvfwUt74+q+oW7GYyc/+XXMNuu4BWq4Bynozt9i1XAqsgKIJYG0RjmKF7ad8KvYjXAETL3ImrgHQb+4Bl3xuBFUjt/Dw78PpGxeUtQruAYNfh7WlFeCSSy7huqbraF+ynxHHu0z3y4V1NdOE/mr4THxBirYoY494lI0rfkBF7bs4XMZAbApWQR9Y8yAlsLao6oYDVW++SeeYMay77jqmXXcdzjbtjAJqYHUEArQCFaqLTzRgwuo6UEFa6ZSp+4CBBFnqsca27gTeSKmPOVyES8rpLqnosZCW+JBtdiTBhizaiDl6PkPFe5uxR8KIUhxBknB1BHCFWvtA1d7dlWytHQKBU7kAzVzKFolw9N2LeG9hI+9d0ZgKrgqLf8zpZvlnr6F81wYmPft3cxOkuyVu5ZZ5ton4TXznxLHzoe07TJEeMwesg1zNO4t5+cUNvLSqaKCXUlBBg0aHPbRWVFTwzW98k1dvX8XXj5+Rtn2msGolnVYCJs1uC6iEUq/vbVrLT2DHmi8z/qg/ZQ+sRspVqisNqYFVWeZ87DHslZV8eNNNjGhsxBZMnlAWRfYtXEikro4RvcCaUAKKlfCqGTltFjbT7UakV6YFwrn0ba1E/73M4v2x043nQHPPrVcNRV1FbJz3JSYueRpHt0Ge1n5gisEGmfmQFrjau8NJ53K808myb12LGI8y+6l7EMjitRkIf1aT5+sm8VzsdDGu7UVzHXK0Pq3vaW93KGtr6+9+Wc0xx7dx0rR+2OyloIKGiAqe3cBVV13F0hdX0faJvs9cut2p1G0zlRImS4JSysOMJk35Ewd2NRBvHqE5vuY4ejsOZXPhz2BDAS21Kh4AgixTdd99OLdvp/nGG4l7PH1t1cBqCwQ0AVjLBSHlQh4g9fjVOxFBbnfSsqoB3qXHtAKqh0lFA5k/DhclwFWIS7x3RSMxl7vvNYjb7Sy/5OdIsp2G392aWZaFgfRnNfn56KSa9eIXOTLwfwhk4JtvZd0mwT2bVIJBv4O/PbKOS68t7H5VUEFKFaAVmDBhAp8/9wu8dvPmlDorsNofMgOyRcX7GDv+n6z75LvIspjUN0VGsJrvC7/KnzUBkgnIVIIqqrI2ScL2m98g7dvHrqYmDhQXc0AU2bVwIV11dbh7gTWhFlKtt6bAVbHOJGmBq5ZbhRYIG42ld/HMJZz2h9tTEMuQejiDZ7bSAlfJZmP5BVcSKfYy7w+/6AvWMvW65iLnarZtLfyg+8h2MbXdb1MRW2dhApPK4rPn7Q4lPczqD3eMZNxE+NKpg+fac1jJP8Qeh5EK0Nqra6+9ljeeeZf2bT0BIJnCakZ9skzurwWxdWP/RSzmZueO042tq1oyArc8pLrKVEI8TvGddyKEQnRcfz2dV1xBvK6OkqYmxF4fVrW0wFUNr5rApGd1VcuM1dWsBdes9C6qmfoRqq2iVh4WjqEAqLmVElzfvaKRVT/8GeHKaubefhO0JLtqaJ33mkGJesq3P6uF82ivMIt9HMn0jr9kMJGG8nj3wgzAdnXa+MsfN3HZdTYEraTbBRV0GKsArb2aNWsWp578Kd68ZWfGsGqmn+mxD2g8TKokKFHa0c3Muj+yed3X6I6qTGtWratmgEIPanMAI60Gj7ZYjO477yRWU0P06KOJ3norotKHlVRrbcbuAmDeXUAvmC1dmdHFeqhZW1UqQGp+1RqAwL4IYxfdRqhmFPtmHMXse27D0dkB5OB1z6U/q9H5ZwFY49j5QPgOUzsfwyUPrZNKD2Afvm80ZRVRvnlOwcpaUEFqFaBVoeuuu47X/vounfvNZwEzgtWcuxVYBNnh5SupLPuIj7ZcnDyGlvS+73N1HUiT6soozZWhRBHhhz+EUAg2bkS8/HJaS0pSmmmBq1mra4rMwqZZd4FcvMa5tLbmCI4LkJpeiXMuFw8AyW5n86WX4vD7Kd60iRUXX8a+bnfKnKaVSx9VM+eVlbsNAdgQ/RJ2uZux4RcsdDS5ln5UAl5jMXjwd9u59BqxsJlAQQVpqPCpUOj444/nyCOP5LVf+tO2HTS+rmlA9sjxf6Cl7Wj2bJtr3bpq5nZ4jqX0Z1X/TXmIItGFC5Hq6jhw/fVIN90EoRDiTTfR6vVq+sPqzZfULht3gVwGaWlpEFhbzQRAHaqQmkvIzPiHmo4kh4P1P/85kepqpl1/PVNvuglBkljb2NgHrqbmzKWbgJUfTRaB1W8bx8aizzMrdB9iJsFXCWVx18FshhezevqBGuR4Oz/42iH6ASqooCxVgFaVrrvuOl7882oi7anW1gSo5gtWDbdQtfIdpgDYolAbM6r/yPvNPyASV6RgsQKrkHxBSdTnIdWVaYki3oULsdfV4W9qQg4EaI1GkW6/HfbtQ/zFL6CsTDeQS6lBHaRlRYPQ2joYNFghM5eKO52su+46Yl4vU2+4AUcohC0SYfKiRSngqqW8+bOalUVglbCzynspE7qexhffYtw+l3732eabNZAkydx3bys///mvcTgc+ZuooIKGsArQqtKZZ57JyJEjWfLr9r4yq+muzLQ3vbFAQPVc/TCh0aWvU+7eyIct304dU28upazCaED1V8c1IBO1AvtEEXnhQqirY2svsPbVx2JId96JvH074qJFUF6uaWEdUkFaag0Ca6ue4nLy30w0mK2Zg1Fxt5u1TU1IdjtTb7wRe0dHX50SXD9pbGSj200isZ96ow1D5dOf1SKwAqwr/jIAkzr/Ydw+W2Dtxx9vT/2jntbWNi655JL+m7SggoaYCtCqkiAIXHvttfz7D+/i7rYOq1qysrGAZZkAWUGAmTW/p6V9NntaGvTHUCubiHYTMkp1pae4KNLZm9bqxqYmIhpZAloliQN33428bh3inXdCfb1h+iylBnWQlhn1g7VVzyoXk+GMzp7nC0KwtwCZeVd42DA+/uUvEaNRptx8M7Zw6naftkiE+kWL+ECSeL2xkc8rwNVQ/eHPmgGw+m3j2VR0LrND9yIaHYkesBqB6ADeYbjnri5+9JM4xcXFA7eIggoa5CpAq4a+/OUv4y0q5/V7ze1/Pih8W5XSgFh3RxtHlP6R94PfJyKp3ATU0oNVJdz2Q6qrFL9WUaRq4UKq6+poampirQJYU0BXkjhw//3Izz2HuGgRwvHHa7fTKBsSQVqD0Nq6WYLVvR+ZDwG/x7B5QVkqMGMGH/3qV5R+9BGTFy3CFtHfOGBnJMLVixYhSRLnNDay1a3jKtCf/qwZAGufW0DnPynTcwuwkm1lkGzV/ty/69i4sZnLLzP6yV5QvynAwOdeNfs4zH7oF6BVQzabjUWLFvHXX79HuF2/nRk3gIysrEYBUxZdA/r6AqPcb1DuWM8Hwe+Y813VGEO3XC/VVa7gVhQZsXAhpXV1/L6piUAgwCigQtFEy3J64OmnCf7qVwg/+AHC178OgqBrdVVryAVppVMO/fG0rK3jRZjVu4HPLFvP/xVl6R8FWVfLGWewrrGR0Y88wtg//hExbvwDuw6YGomwaNEiiiWJcGPPBgSQY39Ws2NlAKwA64q/goDEpC4dt4ABzBudqSRJ5uYbw1z+UwmfzzfQyymooEGtArTq6LzzzmNUzVj+e0uq9cIsrJoB1qw2FrAIsoIAM4UH2Bs+it3xecmVZqyr2SibVFe9QVeuujp2NjVxYSDAz4AfAlqbHKoBNLJiBW0//znC/PmIV18NvVamIR+kpQcImYBgDnbisgvwYu+dzReLe/43IzNgW4DbHkk2G1u+9z12fO1rTLn5ZoYvXmyqnx14DngtEuGLixbhEg7unJVW6X7sWHUjyBBY2+z1bCo6h6NC9yKiAel6wJqn4KlcZQ547JGJtOzdx8+vHGR37AoqaBCqAK06EkWR22+/nad+v4z2/T1X33R+q8qHlvrFjcAIZAPgFtqY6XiA1ZEf0SlV9ZRbta7mwZqhm+pKkSUg1NREWSBANTAZqKbH0pp4JKR8nlB8504OXHUVuFyIt98Ow4cnzaPUkA7SSqc8W1ttQvLfXOpwh9uo18vaG28kNGUKR/zsZ5SuWWOpvx2YWwYjilRbvjo1wDUXOVe12mYIrFGhiBXenzGp8++UxbemtjX7nZTN+ZEH+I1EBH55636ubYxTopFfuqCCCkpWAVoNdPrppzN71jE8e11AEzjTQWrelEk0v+ICMNL+FrW2t1nR9VOkoIatUg+O1FZBtWtArqWR1spIanhVS25vZ//NN9P1wQc9AVozZgDaFtYhE6Q1yKytg0Fm4XYoAW5nXR0f/epX2EMhpl9zDa59+yz1Vx9vYstXUZBY+v1ecM3VrX/IHvAU57gMvO/5IcXxFiZ2PZXaNl8uAf1wfvzu/skIQogf/6A7/5MVVNAhoAK0GkgQBG6//XaeeWQF+7bY+8r7DVSNbi8HdR5mFIQjwg8SFYpZK56fPJ8ZWE23XrU/ayaprkQRodclwAywmpYk0fHgg7T/5S+IjY0IZ57ZV3XIBGmlU56trUNJQwFuW485ho9vu43qV19l4p13amYI0JPe+h1l4C6K0PB/PRbXPnBVK5eprsxKdV5vc53GfscMZod+g4Aql1o2wKr+kdbP73N7u4N77t7ODTfHCnlZCyrIpArQmkYNDQ2cecbZPPrzYFawms41QHdjAatKB7G9ZTYizI3dyWbxbPYKs6y7AmTBkOlSXcm9wCrU1SE1NVEeCCS5AWi5BFhV+OWX8d94I5x3HsL3vgd2e98ahlyQVsHamncNhPVWBnZ96UtsvPxyxt93H6OeeAJBNpcA1whWlT807NFecBUkll7QC665THVlVapzPGgbw0eei5kT+g1uWVVpBljzuBlAtt/Zv7p9IjU13Vz4dVMJyAoqqCAK0GpKt912Gy/86yM2rbaeP0/LD9b0xgK5kAHEetnJke3/jxXiQrrE8uRKPetqrgKzdCSLIn4FsGLSJSATqI2tXUvbz36GMHky4o03QlVVX92QD9JKp4K1NW/KBdzGSkrYcOWVtJx+OtOvuYbKd96xNLeW9N4ne3GEhsd6NiBYekEjMUea4KxcZhtQSnUex3DxrvdK6ruepTr6QXJlJhbWPJynJUEpI3jdv6+I//vDBhbdEkMUC5fhggoyq8KnxYSmTJnChd/4Jvf/vDNtW+WOWHkPvMo0BZai/+juVxkWWcVKz+XIidPBCqzmMNWVLIp09fqwmgFWM0oHtb79+5GuuQa5uRnxnnsQFizo69svQVpqZRqkpaeCtXXQSg9moyfN5cP778NW4uKEm6+kZOtW0+NpSW1d7VMZfe+pPaoA1y9qgGu+/Vk1zucPPd/BJQeY3PlEcsUgTGuVgFezEPuLm8Yyc1acz55tLhd4Qf2sAAOff9XsI49GpMGoArSa1E033cTSN9fzweupGdPzDqlmLXVmU2Ap6gRgZvsf6BIrWceXrQGSGR9ak6muEsAar6ujpKmJCgOXgGzcAjTV3Y18//1Iv/41wle/itjU1Gd1zXuQlhV3ATNBWlZUsLYOKkWLS3j/O5fy/ncvY/LfH+Ho3yzCFQqktc6adQXokwJWlbIXRWh4VgGuw02kw1KOmak0zuMdrpNodh7DnNBdiCggcKCA1eJnxQhgt24p47FH17Ho1jiCkIc0GwUVdAirAK0mNXLkSC679Kf8+oq9SJKcP1DN9ZeyCZC1Hwgzd+edbKw4l+aSOal91crh9q4t9ADrPgWwiiYsrNm4Behq5Uqkyy5Dbm3NyOo6aIK01MolUBbgNC9qmXk0b956HxFPKSdedymj3noNLZwx42ZgFVYppc+6bo9FaPhnL7ie1kjMbgCuufBn1Th3/bZxvF/yfWaH7qFIUnzKrH43ZhNElsPzXA2w1/x8GGd8WubE+TmKYyiooMNIBWi1oOuuu47du5v5728zy6fnIZTkz5rVxgJKZQO6vX3LurdyVPP9rBhxBSHnKGvW1SwsfglgjdTVMcoksJpRxlDb0dFjdb3rLoTzz0e8/nqo7Ln6ZeouAAMUpGVGehf2DICkYG21rj7r6vcuZ/I/HuXo3yzC3ZbZVp7ZwKpS9liEhtcXIcga4JpLf1aNczYslLG89Fomdf2d4dEVByty/WN+gLZvXfLvUby8eCO3/rIArAUVlIkK0GpBpaWl3HvXn7j75nUEDjhN91PDak51QPFX62HUT1U/MvQW45ufY9mIa4nYVG4QRjtmqZ+bTHWlBNYRTU3Y0rgE5NItIO08K1YgXXopciCAeO+9CJ/6FKAProM2SCuhgrV10GnvzDm8eeu9RLxlnHDdpYxa8qqmdTWdLMMq6ENbZc/DHo/QsLgXXM9sJGYz6Spg1rqpcZ5K2Hm39OdURD9hYtc/D1bkAlgHwTkbiwksvC7Mz66SmDa5AK0FFZSJCtBqUeeffz7Tph7Fr37q1axPAKrykTNlckveLMz2As+UXX/F27WD9yb8DAkxp9u7Kv1ZZVFkowpYzahfobajg/J776Xkrruwfe1ruK6/Hl+l/lV5yAVpJVSwtvarosUlvP/tS1n9/SuY9NTjHH3XLyhqy4zMdF9vI1jVel97YVUpezxCw/JecJ1vAK5W33ON87NnA4HvEcfJrPb7D8L7IAy6ylS3/XYq3d2tXHt1+oDeggoqSFsFaLUoQRD43e9+xz//9hEfLTv4bZ1zQO3PiEDFXAIyszf9hrCjnI9rvpW2fSZKAGtnXR1HNjVRm6uNA8gP1DpWrMB76aUIgQChe+8lcuqp6hTnfRrUQVr9aG1NWP+MHoej9h7ZY13tLvNxwnWXMfp/r/SPddUCrCrHsccjNLytAa6ZbvOq81Hf7D6bFufRNIRuw06kp3CwAGsOAhZ3Nnu4896N/PaXMdxuCwFuBRVUUJIEWTaZrbqgJF1xxRW89uY/eW55G6Jo/bKj9GdNijBNfFFr3XYPapRpbauaUAY+ZYl5OoqG88bcO5m+8S/U7X7ZuL2yXLkejcwBkijy7rd6gHVaUxMOk8CqBX65lhlPwujRR9P1wx8iNjfjfuQR7J98ottWC5KHa7VTvU+6MKKWHoQY9TV6ufUgQc/CrwXe7iKev+OvnHXV+TjCXQaTmZemC8UQU2jkGNZ9+QJaJ09n6l//zKg3X84YVjWViRuAhXFi5U6WzWpEFkTmrV6EvSSc2kc5ptY4Ou/jXsdMlpdew3GBG6iIresptAKsiXGVc6qPT70eo92w1G1zAK1fuGQyschGnn2hsJHAYFYwGKSsrAyuD4B7gByfrSochF+UEQgEKC0dImvOQgVozVDBYJD6SdVc2TiFC3+8zXQ/reCrnECr1bydJgKt9pXPYNmsRo5deROV2zXgTGsMHX/WBLC+/92F+GutAasZ9SfUym433eecQ/e552L/6CPcjz6KbZv2OZApuEIW8JopuFqFVo2x8gGtVjTYALerspr1XzifPcfMZ/Tri5nw7N9xhawvcqBgVVkXExXgumkRdimsD4omfyi1izW86buTGR1/Ykz3az2FmQCrek4r0Jouc0CW0Prim6P5/AW7WbMkztg5hcvtYFYftP4wAK4hAoDdQfjd4QOtBfeADFVaWso9d/2ZO27aRKA1fVCWtzuUu2wB2VyYLaSxqm77iOkfPMSyI68h5B2V1RoSwBoaXcdxdzYxnEBOt7wcbvDIlRIuBpXhMLVPPMGY73+f4uZmOu64g/illyJVV6f00fNzHVRBWuk0hL4Hzbgl9IdrQsTjZc3XLuaNX96PLIiceO2lTH/sj5aBNWduAGAdWFVz2KUIDasXIYgSSyc1EhNN3OY2ONywUMbSshsYE34le2C1on48n2MxgYXXRrj6sgKwFlRQLlSwtGYhWZY56aSTGD3ez68f2q7ZxgyoGlpalV/MWtH4WpbWIOa/mE3c+l0z/evsHHMyJ7x+NUXNOlcVdbFirZIo8t55PcDa8MsmSxduLZjLtbK10kaHDcN//vl0HHcc3hdfxPf3v2MLmfuBkrHVNVt3gTxZWwfa0poPWbHexlxutpzxObacdS7l69Yw+R+PUrpjq+U5LVtWIbewajB+THSybGKvxbV5EXY5nDxPurs5QFRw81bZLXhiu5jT/hsE5OyA1cg6asU1IN1YFvWLe6bx50c2sGZdsODLOgRUsLQOfhWgNUt99NFHHH30LJ55o45ZDQe/da1YVfugVcs/NVNo1ZL6fDbpqygDq2f/mDbfRI5/7lqckY7kBmmAdeUFCwnUWAdWMxpMUBupq6P1ggsIT59O2TPPUPbss4jhcNp+eXcXAPMXXiNwMHG+HIrQaqQE0Eo2O9tPPo2Nn/sKxftbmPLkX6hYtyajMQfMFcDC+DHRybKpveC6cxH2CpWPq8HnMo6dpaXXIyAzL7gIkVj2FtZc+bNq/Z8htO5s9jB9fpS//qGbs84vXGaHggrQOvhVcA/IUjNmzODHP17Iz74TJhaz5gZgdp9qSzKyiAVVD7V0biELAZj5+u8oCbWwbMF1xG297hBpcsEmgDVYW8fxv2vCIwZyfntWb//2/nI9UAKnc9s2am65heGLFtE1ezY7HniA4FlnIdvthuMPyE5aesrkAn2YZgIAsPsEWk49kTfvuJ/tnzqLGQ8/wLG/uDojYO2vjABZjw/YvREadvVmFRjVSAyFFdEAWGUEVnkvIyYUMzf0y9wAaz6VhZX12z+t4ZTjYwVgLWjQ6be//S1jx47F7XbT0NDA8uXLddtGo1Fuvvlm6uvrcbvdzJw5kxdeeCGpzY033oggCEmPKVOm9NW3trbyk5/8hMmTJ1NUVMSYMWO49NJLCWQQ11KA1hzoF7/4Bd1dxdx9zaj0jckhrOYqJYyev6OiXJQl5rz2KxDgveN+itSqceooYDgiiLzx9YUEauuYf38TrvbkCfrD59AIaPMJtWPXrGHW1Vcz4Xe/o/PTn2bn/fcTPP10JKex73POd9JSK9vz5dD/EW9akmhj5+zjeePKX/Px5y5k0kt/55Q7L2P0pmU4LZ5bgw5WE3NoSdHHLivAtayRsORmfTPE4tpdZeDDkkvw28czL7gIhxwefMCqfj0y/Mz88a+TWLZ8Kw/cofNiFFTQAOmJJ57giiuu4IYbbmDlypXMnDmTM844g717/3979x3fZLn+cfyTpJPuPWmhhZYlQyhlDw+KILgV8KgcRHEACqgcUDY4j4eDCooDRcG9EAURfkzZUERARierpYVC29DdNPn9UVo60ow2bdJyvV+vvKDJk+d5mqbJt1eu+74v6t1+1qxZfPDBB7z77rscP36cp556invuuYc///yzynYdO3bkwoULFZedO3dW3JaWlkZaWhpvvfUWx44dY+XKlWzYsIHx48ebff7SHmAhu3fvZsiQIWzc7EG3m/X/8I0GVUPtAaZOd6Vvu3JmTENT2/XFea7sHP0K3mmn6LLxvevT9lQ6brFCyX+GTsEtNJwfFs5hs3MOdnWZ36cWjTVC3BKtBzqlkswBA7hw110U+/jgv2kTAb/9hmNmJlAzqNY2cKzR2wXq2Nva3NsDilzcONNnKCn9b0ep0RCx/Vda7d6IqqTY4P30PWdtYUYAk49R2/Y+oMGBvW6zOHROyb9nLaJTYCF7ZoKdquqm8c73kex8B/2zZ+CivWi5wGrs4/z6zBxQ2z4NSM1wofMALe++WsBDT8nba1PSlNsDzp07V6U9wNHREUdHxxqbx8bGEhMTw9KlSwHQarW0bNmSyZMnM2PGjBrbBwcH8/LLLzNx4sSK6+677z6cnZ1ZvXo1UFZpXbNmDYcPHzb5tL/77jsefvhh8vLysDPyaWRlpm8pDOrTpw9PP/00Tz3xFbv2KbCzu/5iZXZVtaFCmSn7NTJAx4Fcen+/gD/++Ton+v2TDuu/qLKZVqlk191TcPMOZ86cOeTk5JAcBVHlvzsW+N6MVWItFWqNVWNNCbUKrRa/bdvw3bYNdadOpI8YweH338dr/36CfvkF/5MnTZqvs/xYlc+p/Pus8njkUPONV9/AvMvU7aNPd+q2MlsTpw4KI3ngCM73GIhXyik6f/sBgX/HodCZ9rtt0qcH5gZJaNC+VYPbVzquHcX4Ji4ip3QWs2bNYtGiRSRfKiQq8Po2ZxyHkOB8L/1yXrZsYDVXI+SQx6YE0S82hTFPylKtTVYOYPpK7dZ17e/lli1bVrl67ty5zJs3r+qmxcXExcUxc+bMiuuUSiVDhgxhz549endfVFRUYxChs7NzlUoqQEJCAsHBwTg5OdG7d29ee+01wsLCaj3t8h5ccwIrSGi1qEWLFvHLL7+wYK43C145YV5YtfTqL3V5oTdxRLlz7mV6fzqPXeNfQZVfQvS2b4FrPaz3TUEbEM4P1wJrjDNEVP7lN/bm3UxCbfVAqwA8jh3D49gxCv39yRg+nJOzZ+OYkYH/pk34bt+OXb7x5R2v5NQ8bkmOnuAKVR/r8qBZ+U27/OeqL/j4YP5z0gMoMvM+NqzU3oG0Lr050+dWssPaEnpwOwP+Ox33C6bPy2wSG5gRwOTtazluG99i1r+1iOGPzOKNRbMIc18ElA3OOus4iKMu4+mlXohH6enGDayWaAMy44+7D7+IYv/BZE6cPI9CYcGPl4QwQl+ltbrMzExKS0sJCKj6mV5AQAAnT57Uu9+hQ4eyePFiBgwYQGRkJJs3b+bHH3+ktPR660tsbCwrV64kOjqaCxcuMH/+fPr378+xY8dwc6u55H1mZiYLFy5kwoQJZn+f0h5gYXv27OGWW/rzx6++9Ohs4rhzQ0twmruwgL4ZBoyp4/RHav8wdj22kMjdv9Bm548cGlk26Krv53NQ5eaQXFwWWC3WGtBIbQGN0X5wJQdKnZy43K8fF2+9lfxWrfDetYuAjRtxNbH62uAradVhJoGSoqbfHqAOCud0n1s532MgjlezabV7Iy33b8Mh34LLNJezoRkBDG5vQnDTlEJipgOZbWaBUkmvnEWkO/bksOvTxKpfxS/9qPGdVGbugin6zrO+MwdUZuQxOJ/uSucBpSx7vYAxT8rbalNU0R7wzxxwaCLtAcVq+MK02QPS0tIICQlh9+7d9O7du+L66dOns337dvbt21fjPpcuXeKJJ57gl19+QaFQEBkZyZAhQ/jkk08oKND/Gp+dnU14eDiLFy+u0beqVqu59dZb8fb2Zu3atdjb25v17Uql1cJ69+7NxIlT+NfkLzj0fwoc7A28eNWlumrJCmptTOxndL94lj6fzmHXvxaS2r4POqWqyqCrKEuPKm+EKi0YrtRatkpbiN+B/6Pdgf9D3TKccwNv49TsWThlX8F742a89+7FKcP0WWRrbReAmlVXU9oF6lJtbSKv89UVunmSflNPzvb6B+rgVgT/uYvYD1/BO8W0PyDMZmth1dB9TKw02qmgXUAxmquL2Oc+i+2eb1Kg8qen+vXGCawNzdAnE8BjUwIZ0DuF0ROkLUDYJl9fX1QqFRnV3lcyMjIIDAzUex8/Pz/WrFlDYWEhly9fJjg4mBkzZhAREVHrcTw9PYmKiiIxMbHK9VevXuX222/Hzc2Nn376yezAChJaG8TChQtZu3YtL7/hw39m/V1zA1ODgDWWpDRzAI5b4jk8zyRwqX1XojZ+X3WWAH2BqSE14dYD93Nn6Lj6I9p98xnpMX0433cQ5x55GJcLaQQcPoD/n/vxTE5AYcIHIzXaBaBmr6u57QI1ThjDva3uQM1Pp66fi5XpAHVwOOmdepLeKYaclpF4nk0g9MA2Wh7cgX1BntF91Im1wqqhY1hg8FFldhTTsnALf7pNxq30HN4Z+j92rJW1nh+mvk7p+T35YHUUBw8lc+JkqrQFCJvl4OBA9+7d2bx5M3fffTdQNhBr8+bNTJo0yeB9nZycCAkJoaSkhB9++IEHH3yw1m1zc3NJSkrikUceqbhOrVYzdOhQHB0dWbt2bZ0X25DQ2gCcnZ35/PPPuWVwPx4YGUDPLtf+qjEWVhvixdrUfZo7WrzSwgGFXr70WTaPg+NeRKkpIXrj9zXPwRbm8mwCoVZVUkzI7m2E7N5GiXMLMm/qRka3GA5Om42itBT/wwcJ+HM/Pn//hV1x7Q2kFhukVZdqqzGmPhcs/PugVdmR2aZjRVAtdnXH/+SftNq1gcC/42pMy2ZRlgqrhvbViK0AhpxzHMgR1yfpmfo6yV4j2Rs6q2wBAp3xhTYaNbDW9zXp2u/FuSI3Ziw4y/I3NTV6BYWwNdOmTWPs2LH06NGDnj17smTJEvLy8hg3bhwAjz76KCEhIbz22msA7Nu3j9TUVLp27Upqairz5s1Dq9Uyffr0in2+8MILjBw5kvDwcNLS0pg7dy4qlYoxY8YAZYH1tttuIz8/n9WrV6NWq1Gry8KFn58fKlW1qUYMkNDaQHr16sWkydMYO/Fz4r5R0cLJyHx9lnixNjaqu3r48KnlekP7Kl8BqNLCAeUtAX3fnc2uSfPRKVW02/CN3vvZRHitjaFza4TWA6gaau0L8gnav4ug/bvQKpVktW3PxW49OTH6XxR6++Bz/AgBfx7A//ABnLKzat2fxQdplWvomQTMea7UNkVbC1cyOnQn/aaeXGzfDbvCAgKP7afLt8vxTTiKSlNikVOtVROdEaBOLsNZ98Ec8Z5Az/Ov4Z9/BL/8v9gXMsu04GrpwGqsn9UCtFp4ZKIfg2PO8ODj0hYgbN+oUaO4dOkSc+bMIT09na5du7Jhw4aKP7jOnj2LUnl9HvbCwkJmzZpFcnIyrq6uDB8+nFWrVuHp6Vmxzfnz5xkzZgyXL1/Gz8+Pfv36sXfvXvz8/AA4dOhQRb9smzZtqpxPSkoKrVq1Mvn8ZSBWAyoqKqJXr17c1LaIzxecqHqjudNPVR9gZeocrZX3YWrFrA6BteKugS3ZPWkBoQd30PHnlfo/zrbl4FpXjThITAfkBYWQ0a0nF7vGkN0mGvczyfgdicMzKQGP04k4qmsu5lCDOYO0TKzElzg6s37WVwxfNAb7osYfiFXs5EJOcCRZIW24GHEzV1q3xz3tNIHHDhB4dD8e55MbpkdVH1vrW7VkWNXzfEjyvIMTfg8Tm/oqfvnXe1g1Cgf2hVRa8lVfcK3r709jDcKqxdwPO/Dxl/Ec+TsdH5/6pn5hbc19IFZzIKG1gSUmJnLzzTfzztwA/tUv0fgdKrPEwgLmhFYT1pY3FFjL5fkGsvuZeXinnKTbl0tRlmr077c5htfaNGCoLXJxI6NDdzIiu5HTKpK8wGCcsq/gfjoJj9NJuJ9OxuN0Em7or8bWuyJV6XnTmKG12NmV7OBIsoMjybn2b753IC2yMvBIS8Iv6QiBpw7irM60jY+dm2pYNfK6oQNO+D7MGY/biE1diHdhQo1tDAZXSwRWaPTQuu1QKMPHX2Djpm3069fPvDsLm1QRWkfkgH0TCYAlavhVQquwoK+//ponJ/yL/StbEB1SS3DQx5KhtZECa7lCNw/2PlW2TcyKN7ErruVjwRspuBpiwVBV4uhETmgEOS0jyb52yfUPwfFqNp7nkiouHmcTcVZfez6aWnXVpxFCa7GzW1lADbkeUvO9AmhxJR3PtCQ80pLwTEvCMy0ZhwITpqZqiBBra2HV0H0MBVYzepi1KPkr4BkuuXSm97l5uJWk1bqt3uBan5+DFUPr5Rwnut7rxFMPZPPyEnkLbS4ktNo+Ca2NZMKECezbtY79H6TjaG+k96n6C7m5oVXfPK+VtzelD7HaOZgTWMuVODmzf/xMNE5O9PpgEY65Bg4s4bV2FghYJY5OqEMiyA6rGWRbXLmIU04WToVXcLqahePVsn+dcrNwIguHfDUKjLxMqMuPY15o1QElzq4UunlR6OZNoZsXRW5eFLp6V1xX4OlLgad/RUD1TEvEIzUJzwvJOBTk1v/BaagJ7G1xRgAL0igcOBj8Ivn2/vQ+Px9nzRWT7lMRXI8vwk5rwuAs0D9g0JKh1YzHS6uF4ZPboCk4zcadRVX6/0TTJqHV9klobSQFBQX06NGDPp3hoynH9W9U25unvjBq6sIC5oZWPedQl8BartTOjkOPTCUnuBV93p9PiysXDd9Bwqv56hi6NA5OqEPCyffyo8jdi0IPbwrdvSj0vh4eS5xdUZRqcMzLxinvSlmQzcvCoUCNslSDQqtFoStFkV+KsrQUrVLJ38PH02HDSpTaUrRKFTqVHTqlEq3KjhInl4pwWujmTZGrJ1p7B1RFBTiVh+Wr5eG5LDg751zGPT0Fh8IGmoaqMnMey6Y0I4CFFStd2Rf6Mgqdlp6pr+KgNeFnc+2x1Sgd2Nf2WnCNNyG46hsoCOaFVgtWWd/4vD3//TCBo3+fl9kCmhkJrbZPQmsjOnHiBDHdb2LFgnBG9U82/Q2ysUJrLYH14KgpXG0ZTuzrc3BVmp+QdAolR+8bT1qX3vR+fz4eaUaWwZTgall1CbXXfgaldg7XAqYXRf5eFLh6U+TiRbGze1kQVarQKVXoSlVolSq0dvZcjOpOwKkDqEqKUWhLy4KtthSlthT7gjycrl7BMTerLKCqy4Jwre0j1lTb49aUZgRoAAV2vuwJnYNLcRo9LixGpSuuuZGR55zJwbXya5U5obWBWgP2/h3ILY9k8ssyDf8YJ2+dzY2EVtsnobWRffbZZ0x97mni3nOgta+JaaKuoVXf9vpaDWpRdFXJXxOuB1bHq2V3MDZtkz46IP62+0n8xz30+GwxAcfjjN9Jwmvj0Pc8qEswU1t/9gCrsbVBVg0kyzGS/SEzCcg7ROeM5Si51upUhz+MjAbX6n9cGwqejdDPmpPrQLf7XPnnHVdY+J68bTZHElptnzTjNLKxY8cyfMS9PPiGOxqNCZPvmDoPpgXnyyzJqT2wlt9u7spPCiB64/d0+WY5B8a9QOItdxnrkrSJlZNuCB56LrVR07BzszY17tQ+TZi+wFrb41vb9bXt39jPqQGcd+vPrrBFRF74hS7x76HM0Zb9jtbx99ROW0xswiIUOi17o2ahUVZaIcfYc8zS37sJ38O/5rYi2FfN3HcaeG5fIUStZHEBK1i+fDndunVj0uftWf5YLf2thl60Lb1CUSUl11a6qi2wVt8WzKu8hh76A5dLaex/YiY5wa3o+vV7hid4t/SiBM3/D9HGCZX6Bsa4A7Uv0tW82OKMAA0hB3QoOBH6T1L8hxGT8BYBOSZ8SmKi8uC6r+0s9kbNKqu4ZutpFbDy7+1/v2jP9l0JHDmWgp2dvG0KYS1SabUCV1dXfv75Z75cf47lW6NrbtAYoaNaDi2vnpoaWKvf1xxe55IY+NaL5PkHs/PZVyhw9zL7fOvsRqgUuhu5WIq+x9LNgvu3RQ1dWS0/hj6NUV3NqXopUTqzv+1M0rx7M+D4dIsG1nIVFVeNlr2Rs9Co6rYmucnMfAx/3xvG7Lfi+fb73wgNDW2YcxK2JQfIbiKXG+wTSQmtVtKhQwe++OILpi1JYsdfwdcDQEMEKiOV2fLQWZfAWnkf5oRXJ3UWfd+ZhVvGeXa88BZZYW2M36keH0XW0NyDqyHGQq0lgq1bA+zTmswNq1C36mpjtgLk6LlUkucYyB8d3qBU6cCAv6fjVphq2eNXes2zyy4m9vC1VoGuFg6u9XjuJZzz5J/TMnl9WilDhgyx3DkJIepEQqsVjRw5ktlzFvDgm1c5k22hElUdQ12xQsnOJ6agrkNgrcyc4KrSlNDti3eI3PozuyYv5FyPAabd0VLh9UaoutZVHUOtRlf131r32VQYOl9DYdUW+1YNBNTqLrl3ZnvHN/FX/0mvUwtwKK3ndGNqPZdq7LTXg+ueLrM4qXZCY2RKa73q+phVe1zUefbcOcmRu28pYPKiupyIEMLSJLRa2YwZMxg85A7ufMuN/BJV7Rvqe5OxUNWxWKFkyfgp/B0SzoLZc1Cp67djc6quCqDN1rXEfPImR++fwF8PPkWpvYNpd5aqq/XoCaAaHQz5u+z/Q/6uJbgauL/NMRRWbX2QlZEqam10KDkZPIp9bV+i49nP6HT20+szBJjKhIBaGzttMT0OLSIuQ8sPUbMY8IsJwdXU5WhNlVO2gMCD08PxdrnMe18WolCYMGhWCNHgJLRamUKh4JNPPkHVIoB/fhyJtvobvSU/Etej6KqSvROm4BYWzpw5c/gjK4dkCxUVzAmvASf+ZNAbU8kJacWOaW9y1T/EtDtK1dVmJBfCn9cWqPozt+xrk9haG4G1ZgQopy9wmnupgwJ7L3a3m8d5nwH0Pz6D8MzNpt2xjgG1Nmeyivn33EVotVrueHIWibnVWgUaYSDai//twLFjp/lpQyoODib+ES2EaHASWm2As7Mza9euZfehZOZt6FB2ZUOE1WpvKOU9rLqwcL6fN4ecnBy6qyDCws8KU4Nri6xL9Hv7ZfxPHGL7C29xNmaQ6QeRgVpWF+EE3VzL/n+za9nXdWKtAGvtsGpFFz26sq3T/3AqvsKgv5/Ho+C0/g3rUUU1VYQHdPYsZtGiRbiotFwaUm06rAa2cnMbPvjqFL++pcHf37/RjiuEME7m7rARoaGh/PzbH9wyqB83+UTwQHRy/XZoJMSVL82aGxxOr1fn8HtpDsmuZYHVrgE+CTN1eiyltpSOaz/HN+Eohx6ZQmZUZzp/96FpKyZZcnosfVM6CYPsFPB/HWEjsKkj2FliOsvKP4OG+mOioaevMnQMK9MqVJwMGUNywB10PvMRLTO3UPHrb6U/3uyUsOd+SM4pJvzqIg7qKk2HZWzJV2OMvDbsiw9k0itn+HRWKV0fkQUEhLA1Umm1Ib169eL9D1bw+HupHL7kZ/odzXxzKQ+s6uBw+i4tW5rV2RM6ejdMYK3MrHaB16dQ4O3H9hffIic43PSDSMuA1ZQ/fxrkeWTpCqw1ZwSwAfkOvuxqt4h0zxgG/P0iYclbUDTkLCZmsPOEqHBwxMACBKYw47G/kOXKff8uYNroEh54SQKrELZIlnG1Qc8//zzfffUpu/9dQqhr7vUbqk9dVR7M9C3NWssSrlqlkkP3TUHtWxZYHXNrT3fmzr9qLlMWJdAplJwa+gCJ/7ib9uu+JGL7OhQ6M5puZVGCRlXi4Mz6575i+NtjsC9uxGVczQ1Z1lwcwMp0QKpzf460m0Bwxm5uil+BSlts7dMqU8vjVmXJ1/RF2OkqVVwr/8zMXb71mtwCewZM9ifMJ50ftxSjVEo950ZUsYxr5xxQ2fAvcWWlajgiy7gKK/rPf/5DbN9/MPRdV7ILHctCpwVWwaoIrAHh9P3ccGCFslBpzmpX5jIlFCt0Wtpt+Ibe7y8gpd8wdj67iFy/INMPIlXXG4OpVdgbtW/12vO3sNCD/a1mcCxqPF2PL6PryfdtPrBCpQUIVFr2hs5Co7hWcbXAzAHFJQpGvtwSJ2UGX65XS2AVwobJb6cNUiqVrF69moCw9gz7MJBCjYGpsIy5Fna1ikqB9dM5OOblmLbWPNfDa0MEWFNnGPBJPsGgN6bgeS6JbdMXkzRoJDpzpqGR6bFuHObML9scw6qewVI64HxAf7b0eheVtoTBeycTfGmvVU+zgimPnQfYuRUTm3qtVaBycK0HrRYeejWKjAtn+XVrBi1atKj3PoUQDUdCq41ydHRkzZo1FCg8ue/XCEpN+US8lmCmVSg5NLxaYK3OygHWlPBqV1LMTT+uoNfyhSQPuIOdz75Crm+g6QeRqqso11zCqgmj+QsdPDjQ+d8cjR5P15Pv0+PYf3EsuWqZ49dnui0Tw2rlx91OVy24Ur/gOum9DuyNS2LjjhS8vb3rtS8hRMOT0GrD3N3d+f333zmRkMJjW9pXncPVxDeHisDqF07f7+fgqDLhjiZObt4QAdaUqqtv0nEGv/4cHueT2fbv/5E0cIT1qq4SXpsWc8MqBq63Rlg1Y7opHZAa0Jetvd5FoS3llj3PEnxxT92PbUpANeW1wNSgX8u+qgRXDzOCa7X9zf+yA1+vjWfT2xpCQ0NN24cQwqoktNq4gIAANu09yfq9Ccw80MGs+1YJrN/OwTH/2ruMqf1/JlZfwbLh1aSqa3ERnX/4mF4fLCJ54Ah2PvsKOcGtTD+IJefBleBq++o6I4A1q6v1mBM138mf/Z1nciT6CbqcfJ+YY2/hWGLmE9XcCqqpgdWU/RjZl513MbEFRoKrgWN9sCGK/3x0ivWLNbQfLWORhWgqJLQ2AZGRkWzcvp/3151i8d/tTHoD0SqUHBqgJ7BWZ+EAa8nqq0lV18S/Gfz6c3gnn2DHtDc4eu94SpxdTD+ItAw0f4bCqq20Alho0v5SpT2nWj/Alt7v4FBy1fTqan0+5jflD9s6tALoVemPDzuKiVVXCq4eRiqu176nH/e0ZtrryXz7Sim9xktgFaIpkSmvmpAtW7YwYthtfPhQax4OTrx+Q/kb3LUXZa36WmD1Dqfvb3NwLLx2g6kzEJjzhmnim1t9p88yJQRf9Q/h6P1PoA5uRYefV9LywDbMaBqQ6bEswGpTXuljycUBmoAMn5s5Gv0Edpp8Op/6EO+cU/o3tNQnDJasrBpjYJYADQ7sc5+Fzk5Jr9JF2FFY67F3nA/mjsmXWPZCCY/Ol7c+UZVMeWX7JLQ2Md9++y3/evSffDc2hDt8z9SYo1WrUHKoi57AWp2lA6wZb4R1DbAmzesKpHXtw7F7HqPFlYt0/u5DPNJOm3cgCa91ZhOh9QYLq/lO/hyNGs9lr460T1xNq9SNKKg0ctPS8y03ZlgFk6a10ng4sE81Cx2Vgmu1c/jzrD9DXrzKv/9ZwPSl8rYnaqoIrSE5oGwiL+BaNaTeOKFV2gOamAcffJD/vb2U0Z+n8fuVsCq3aRVKDvW4tnCAocAKhnv8KmvA/ldzWwhM6XVVACGHd/OPVyZVtAwcue9x81sGLEFaBhqXpWYEaCKqtwL8Y/cztD6+AUWOtm4f8xtj6uNlyeqqsdeoa+dkRzGxpYtQoGWvqmaP61/nfRn67zwev62AF981Y3ESIYRNkUprE7V06VJmTn+en0YFMMT1XFlgbTsFtUc4ff+Yg2NRpXcrU9+4zFnAwMIV2LpUX81pGchuGUHUph9ovWM9Kk2J6QexlaqrBSZRbwwl9s6sf6SRK63mVlaN3WbjdCg5GzSIU63H4FCkpvPhD/G+UksrgKXYSCuAsf1oqFRxbbEIO0Uhx1J9+Mf0Ih4emMdb35WiMGemEXFDkUqr7ZPQ2oS9/fbbzJ45nR9H+aO6+UG0HuH0qx5Yq7N0gLVy/6upLQOX2nXl+J2PUuTiTrvfvqLl/q0otSZWXCwZcJp5eK0IravGYF9yLbRaYDU3vQw9Fs2wFUCXA+lBPTnR6WFKlQ60P/4lIef+QEEDvoQ3kbBamcbNgX3Fs9DqlOTFL2Pcm7k82DeXJT9KYBWGSWi1fXbWPgFRd8899xzFxcXcNXcuzwU5suvtOWzulWO46aP8Rd9YMKz8BmIodFT+HTEWYE08duUgaizAlt9uKLwqAP+Th/E79Rep3fpxYsQ/Sbzlbtr/upqgI/uMD9YqPwdLBB419Quul7H54FqDqc+luu6zsuYSVqs97zN9O3B80KPkuwQSdeIbWqVsQqnTNNzxbS2smrov97JWgR6qRbyxdwrvvFeMnTaXt74tksAqRDMgldYmLj4+nnbt2uHg4ICvry9bBqUS5XXtRlMrlk2gfQCMB1hTe2S1KjvO9L6VU7c/SIvLGXT4ZRW+iX+bfiLSMlArvZXW2tQlwDbXsFrLczvHPZwTnR7hsm8H2sSvITJhLXalhQ13HpYKq6buy0LV1erntOEvH0YtKiE3NxetVsupU6eIiooyYUfiRiaVVtsnldYmLiIigu7du3Pw4EEyMy+RrGpJFOfKbjS1qlr5TcHQtuZUzEytwJp6bK6H0trCqylVVwBlqYbWO3+j5f6tJA0awb4nXsLrTAJtN/2Ab8JR0yqvUnWtP3OeT80prJrwh1q2R2sS2t1PelAPWidvoNvBt3EsttDSq7WxtepqHc/n6Hlfxv2nCGdVLmqtjpiYGCIiIkzYmRDC1kmltRnQaDQkJyezfv16Zs+cznejgrjd7az+jc0Z8NTE+19NrbwWt3AjeeAdJA+4A9dLabTd9AOBxw6gMOVXQ6quVZhVaa1N+fOpOfSsmvH7pgMu+3YgIfp+Lvt2IPz0JiLjf6ZFQWaDnR7QbMIqwOFzftw+o4Ax/fN485siUlJSiIiIwM5O6jPCOKm02j4Jrc3MsmXL+PfzU/niwRDu8jhteGNLtw+Azc3/as60WiWOTpzpM5TEW+7CIe8qbTf/REjcHyi1pYbvKAO1KlgktBpi6zMC1GEWDB2QEdiDhOj7ULuHEZG0jojEX3EsbuD50ppRWAXYnxLAiJdyGXtLPm9+K4OuhPkqQqtrDiiaSADUqSFXQqtowj755BMmPT2Bd+6J5HG/eNPu1Mz6X8H0doHqSu3sOBczmMQh96JTKmmzeQ1h+zajKik2fEepujZsaLWFUGpBWoWStNB+JETfS5GDO5GJv9AqeQP2GhMft+q/D6Y+Pja4OIBJy8AasOFoGKPmZfDcXUXMX6WVwCrqREKr7ZPPTJqhxx57DF9fX8Y8cC/pwzswK/S48TuZ2lvaRPpfwfywWk6l0dBqzybC924mrWtv4m+9n5PDRxO+exOtdm2gRVYtH9daapaB8segrq8/pny83pQ0s7Ba5ODG2VZDSIkYhgItbU79RNiZLai0BuYPNqcvvT7bgG1VV004l1W72/DkG6d563ENz7wrNRghmjOptDZju3btYsStA3m4fzvebvs3yroUH6xVgW2A/te60gGZbW8iecAdXOzYnYC/D9J6x3rDg7Zu0KqrRSutzSysZntGkhw5nNSW/fC+fIrWSesIvHAApa7afMHmPp8tFVibWFgF+M9v7Zi3PIHPXijl/oXyVibqRyqttk8qrc1Y37592XngL27t3ZWMvHZ82eUUdkozX9jNnYHAhud/rSsF4JdwFL+Eo+R7+ZHS73YOjnsR+7yrtN61gZb7t+KQn1v1TlJ1rbtmFFY1KkdSW/bndOuhXHUPpeXZbQzc/ALuV89d36iuz9vmFlbNeI5rtTD96w58+N0p1i0oZdCLEliFuBFIpfUGcPbsWW7tFkloWDhr+5zBRVnPScmbYf+ruUrt7LnQpTen+w4lK6wNwX/tIWzfFnwTjqGoXjmzlYFajRBc61VpbSZhVQdkebXlfPggzoUNokXeRVolbyD03A7sL1ugz/cGDqsApaXwr+Xt2fhHAr+/oqHr0/IWJixDKq22z9DaSaIOXnvtNWJiYnBzc8Pf35+7776bU6eurwt+5coVJk+eTHR0NM7OzoSFhfHss8+Sk1M1ZSkUihqXr7/+uso28+fPJzQ0lH79+hEfX/uAq7CwMHbHp3PV3psBmwLJ1Dgb/iaMPe89Kl0ssZ1PpYsx7pUuljh2Hak0JYTG7aDfOy8z8K0XcMi7Styj09g4/yOO3fUvskNbX19cMwfLhej6DCi/TMMtqVofDfhzaky5rkGcbD+azUPfY0//eZSWOtJ7w3wG/TiV1od/r39gNed3zhBTfn/K92WMsd9ZQ+dj6nlUUlisYsTrbdl9MIE9B08ZDKw7duxg5MiRBAcHo1AoWLNmTZXb582bR7t27XBxccHLy4shQ4awb9++Ktu0atWqxuvw66+/XmWbjz76iPDwcLp161bj/kIIy5L2AAvbvn07EydOJCYmBo1Gw0svvcRtt93G8ePHcXFxIS0tjbS0NN566y06dOjAmTNneOqpp0hLS+P777+vsq9PP/2U22+/veJrT0/Piv/v2rWLdevW8fPPP7Nv3z4mTZrExo0baz0vHx8ftm7dyv3330+fX+P4fbgDrR30JKnqbyLGPqa3hQFcprYPGDt2Hbmnn+OmH1fQcc2nZEZ15lzMIHY+9yotrlwi9OAOQuN20OLKRcsuSgDNo2WgiYfVIkcPUkP7cS5sIGqP1vifj6PDvlUEnD+IqtTAwCpz2OKsAKaE1boevxZX8hwZtiCAkrwU9vyZir+/v8Ht8/Ly6NKlC4899hj33ntvjdujoqJYunQpERERFBQU8L///Y/bbruNxMRE/Pz8KrZbsGABTzzxRMXXbm5uFf8/e/Ysb775Jl9//TWpqamMGzeO48dNGPgqhKgTCa0WtmHDhipfr1y5En9/f+Li4hgwYACdOnXihx9+qLg9MjKSV155hYcffhiNRlNlEmxPT08CAwP1HicrK4vg4GA6d+6MRqNh5cqVRs/NxcWFtWvXMn78ePp8v4Zv7wqmv0ua/o31vbm4c30VJ0sEWGv2v5pyfDMptVr8Tx7G/+RhNA6OpN8Uy/keAzg5fDRep+MJOfQHQUcP4JydKStqNeGwWuTgToZHD1Jb9+VSSBe8L54i/MT/EZyyG4fiXOM7MEdTagWwYAtAdScveHPXAjtCPdJYE3elSnCszbBhwxg2bFittz/00ENVvl68eDErVqzgyJEj/OMf/6i43s3NrdbXYbVajaenJ507dyYwMJCCggaYm1g0Pgv/GgvLkdDawMo/9vf29ja4jbu7e41VWyZOnMjjjz9OREQETz31FOPGjauYf3Do0KEsXbqUFi1a4OrqWqNKWxt7e3s+++wzXn31VW5fOI8ld0fxRPlcrqa8sbhX+xfqHmDNCZBNbACXXXERoXFlVdYiVw9Sb+5HWte+HLv3cdwvnCHw6H4Cjx3AQ51kfNlYQ5pa1bUJhlUdkEso6WExpIf1JMsvCo/LyQSd2UuX3ctpkXfJ8gdtDmHVQu11646E88iii4zqX8Q7PxZib29vmR1XUlxczIcffoiHhwddunSpctvrr7/OwoULCQsL46GHHmLq1KkVr9WdOnWic+fOeHh44ODgwEcffWTxcxNCXCehtQFptVqmTJlC37596dSpk95tMjMzWbhwIRMmTKhy/YIFC7jlllto0aIFGzdu5JlnniE3N5dnn30WKAufGzZs4OLFi3h6euLg4GDyeSkUCl5++WU6derEw6Pu46+BHXi77XFUdf1GrRVgrTT/q7kcc3OI2LGOiB3rKG7hSkaHm0nv1JOkQSOxKyokMP4AgScP4JtyBJWmjh8p20jVVaO9/m+VaNGUwmpO2cT/VwI6lAXVljEUuPjgl3aElolb6bHlTZwLshrm2BJWq3hjXXvmfxDPW0+UNsgcrL/++iujR48mPz+foKAgNm3ahK+vb8Xtzz77LDfffDPe3t7s3r2bmTNncuHCBRYvXlyxzYoVK3jzzTdp0aIFzs5GxgsIIepFZg9oQE8//TS//fYbO3fuJDQ0tMbtarWaW2+9FW9vb9auXWuwgjBnzhw+/fRTzp07V+s2dXHs2DFGjBhBpI8dPww5j6ddkeV2bqzSaUpAbMbzv2pVdmRGdiCjUwzpN/WkyM0Dn9N/43v6GL7Jx/C4kIRSqzW+o+qsNLerRgsDDzgz/YOvePPJMWyPKcDOq57nYqp6/qx0KFB7hZEZ1InLgZ3IDLoJZWkJAecOEnh2P35pf2FXamRFtPqwtcUBansONGALQGXFGgXjlrfjt+0J/LBmI4MHD67X/hQKBT/99BN33313levz8vK4cOECmZmZfPTRR2zZsoV9+/bV2i/7ySef8OSTT5Kbm4ujo2O9zknYnorZA8jBok/oBqUGZPYAUU+TJk3i119/ZevWrXoD69WrV7n99ttxc3Pjp59+MvqRV2xsLOfPn6eoyIKhkrKPt+Li4ih1CyXmS3dO5Fnwc2JjI/1NGeFv6RkITJ19wJxj15GyVIN//BFu+nEFQ+Y/yYD/Tsc/4RBXQqPZ8+gc1r/0BXsemU1Cv3vICmmLVmnir6ua+s8yUAfJ+fDnteP+qS77umLmhIa+mKkspIaT3P4O9t/yb3576DP+GPE6F0NvxutSPL1/n8/Qrx+j265lBJ070DQCqzmzatSmtt+h2u5nzu+TidLVLvR7qSWHjyZw8M9T9Q6shri4uNCmTRt69erFihUrsLOzY8WKFbVuHxsbi0aj4fTp0w12TkI0tGXLltGqVSucnJyIjY1l//79tW5bUlLCggULiIyMxMnJiS5dutQYu2Ns1qTKdDodw4YN0zujhymkPcDCdDodkydP5qeffmLbtm20bt26xjZqtZqhQ4fi6OjI2rVrcXJyMrrfw4cP4+Xl1SB/3fv4+LBp0yamTJlCnxWfsGpMOCP8zlj2IJZsIWhm/a9QtoCB+4WzuF84SyTr0HkqUAeEk9mqE5mtO5HQ/150ShXeZ0/gdT4Bz7QkPNIScb5q4GPq+rQM1KHXNaIFdLt2vJs9yr62FUWObuT4RpLtE0m2bxsuB3akVGWPT8YJfNKP0eboj3hmJqPUlTbeSdlKK4CVWwAq258SwH3zi+jWKpUv/sgyacCVJWm1WoOFgcOHD6NUKo3OXCCErfrmm2+YNm0ay5cvJzY2liVLljB06FBOnTql93k9a9YsVq9ezUcffUS7du34/fffueeee9i9ezfdunUDjM+aVNmSJUsqxubUhbQHWNgzzzzDl19+yc8//0x0dHTF9R4eHjg7O6NWq7ntttvIz8/np59+qvID9fPzQ6VS8csvv5CRkUGvXr1wcnJi06ZNvPDCC7zwwgvMnz+/Qc9/+fLlTHtuErPvjmJmmxMNeiyg/i0EzXgBg8qBQacoD7EdyQ5pQ05wJFd9Q3DMy8EzLRmPtCQ8r12c1JdrDu5qpJaBApUzG8d+xW2fjcG51DojqYuc3K+F00hyrv1b4OqPi/oCHplJeF5Owif9bzwzkxo3pJaz9bDaSC0A1a3a3YZn/nOG5+4qYcHqUpSmfrJQi9zcXBITEwHo1q0bixcvZvDgwXh7e+Pj48Mrr7zCnXfeSVBQEJmZmSxbtowvv/ySuLg4OnbsyJ49e9i3bx+DBw/Gzc2NPXv2MHXqVIYNG8Znn31miW9Z2Jim3B5w7ty5Ku0Bjo6OeotcsbGxxMTEsHTpUqDsD7WWLVsyefJkZsyYUWP74OBgXn75ZSZOnFhx3X333YezszOrV6/We0aXLl3C39+f7du3M2DAgIrrDx8+zIgRIzh48CBBQUF6W3aMkUqrhb3//vsADBo0qMr1n376Kf/61784dOhQxQTUbdq0qbJNSkoKrVq1wt7enmXLljF16lR0Oh1t2rRh8eLFVeYKbChPPfUUHTp04J577iHuQjtW9k7C1c5C803qU98KbDOe/7XyUrAKnQ6P9NN4pJ+uuFlj70hOUGuygyPJCY7kQodeXPULxSH/Km6ZqbhkpuF6uezikpmKiyYdVWkdV0MzcaCWnbLSvw2YB7UKFflu/uS6B5PnEUyuezC5HiHkegRT6OKLS04anpeT8Lp4itYn1uN5ORn74jzLHLxyFdqcAWy2EFZtqKpaTqNRMPWLDnzy40k+WfkFo0aNssh+Dx48WKW1YNq0aQCMHTuW5cuXc/LkST777DMyMzPx8fEhJiaGP/74g44dOwJlb/pff/018+bNo6ioiNatWzN16tSK/YjmrOTapSkoO8+WLVtWuXbu3LnMmzevynXFxcXExcUxc+bMiuuUSiVDhgxhz549evdeVFRU49NgZ2dndu7cWesZ6Zs1KT8/n4ceeohly5bVOoWcKaTSKvQ6c+YMo0aN4nJqEl/fo6S728XGPQFbq8DawgAuEwKNxt4RdUAYeT4h5PoGk+sbQq5PMHk+wZTa2dEi+xKuOWm4ZF3AKTcLp9wrOOVdwTEvC6fcLBwKrqLAyEuCgeBTr2Vcr9EBJQ4uFLbworCFN0XO3hX/z3MLJNcjmHy3ABQ6HS7qC7io03DNuXZRp+GedcZyARUMP0fqu4SpuduZ0rOqj41VVcslZXow+g13si+n8/26AzWmmxKiMV2vtGbStCqtviZVWtPS0ggJCWH37t307t274vrp06ezfft2vSu6PfTQQ/z111+sWbOGyMhINm/ezF133UVpaaneVhqtVsudd95JdnZ2lWD75JNPUlpayscffwzUPjjSGKm0Cr3Cw8P5448/mDVrFgPeXsyie9sxtfXJxjsBW6vA2kL/qwkratmVFOF9PgHv8wlVrtcpFBS6eZPrE0yubzB5QUGofcO41KoLhS5eFLp6oXF0QVFaglNeNo65WTjlZWFXXFB2KSm8/v/iAuwcC1CVFGKnKUShLUWh0wFaSlVlU69l+0ai0pSgUyjQKZSU2juhsXdGY3ftX3tnNNeuK712XZGzJ4UtvCl09kJr54CqpBCngiyc8q/gmJ+FU0EW/qmHiTixDpecNFrkZaLQ1WF2BUNM/SPGlqqrTagFoLJv9kfw9FsXGNY9lQ925eDq6to4BxaiGXJ3d2+Q2QPefvttnnjiCdq1a4dCoSAyMpJx48bxySef6N1+4sSJHDt2rEpgXbt2LVu2bOHPP/+s9/lIaBW1sre354033mDw4MH88/6RbO0cxef9z1h2WixTNHaAteX5Xyu1DJhDodPhrL6Ms/oyfilHr99Q6XvR2DtS6OJFkYs3ha5eFLXwpMTRuSxwOjhT1MIDjYNz2eXadaVOTmXBFCVcC6gAcQOfR6G7FmZ1Ouw0hdiVFKC69m/Zpez/TvlZ2JUU4liYjVN+Fo75V3AqyMKupKB+Cy8YU8dZEixWXW2osGqDLQCVFZUombSyHV+tO8XSZ0oZ+x9tvQZmCCFM4+vri0qlIiMjo8r1GRkZtX5k7+fnx5o1aygsLOTy5csEBwczY8YMIiIiamxbPmvSjh07qsyatGXLFpKSkqosRQ9lvbH9+/dn27ZtJn8P0h4gTJKWlsbo0aM5l/g3q+91pK/HBWufUuO0ENhy+4Alp+Ky0EAtS7QHNJi6htRyTTWs2kBVtdypdC8efN0ZTcFFvl9/hPbt2zfuCQhhQFNuDzB1ntbY2Fh69uzJu+++C5R9nB8WFsakSZP0DsSqrqSkhPbt2/Pggw/y6quvAjVnTWrbtm2V+6Snp5OZmVnluptuuom3336bkSNH6p1lqTZSaRUmCQ4OZuvWrSxYsIBb33iVWXd2YEab4yitWSBpjApsQ7YPGDquKepYddXLRlbUspj6BtTKGrNv1dCcxrUxN6xa6b145a42PLf4HKP65/D2D7myepQQVjBt2jTGjh1Ljx496NmzJ0uWLCEvL49x48YB8OijjxISEsJrr70GwL59+0hNTaVr166kpqYyb948tFot06dPr9jnxIkTK2ZNcnNzIz09Hbg+a1JgYKDeSm5YWJhZgRUktAozqFQq5s+fz6BBgxgzZgzbUtrw5eBUfO0buKJWPgOJIU09wNpCeC0/1/rM7Wr6asKWY8mAWl1jVFebYQtAZflFKp5aEcWaTfF8uGI1o0ePts6JCCEYNWoUly5dYs6cOaSnp9O1a1c2bNhAQEAAAGfPnq0y3VxhYSGzZs0iOTkZV1dXhg8fzqpVq6p81G9s1iRLkvYAUScXL17k4Ycf5mjcXt65x5cHAlIa5kDVQ115gDU17DV0C4Gtzf9qqZaBOgacEgdn1j/3FcPfHoN9sY21B5jDmmG1iQ6s0mdHfDDj/1uCm30W364/UWOaPyFsyY3QHtDUSaVV1Im/vz8bNmxg+fLljJs+ne+6t2N5bAre9g00SMvDhP/rC3sNXYG1tflfbaXq2lTZYlhtQlXVcoXFKp7/MppPfjzF9H+/zMsvv4yDgzXK8ELURRZQxzmtG91Va59Ao6rfkiPihqZUKnnmmWc4evQoFxUBdPrEkR8vmtefYpC5wcuj0kUfY+ukG7u/sdt9Kl0MMWe9dmPHrI2lBnupMW+QWVNlys/NlJ9DbdsY+pnXdh9D52TsOFb0R0IwnZ/1ZsfeePbsPcj8+fMlsAohLEJCq6i31q1bs2XLFl6e/yqPfnWRB3e240pJzeXjGlVzDrCmysGy4bU5MuVnBIYfd0PPBWNB1ZywWpfjNKLCYhWTVnbgtuczGP3wU8SdzKNr167WPSkhRLMioVVYhFKpZOLEiRw9epQM/Lnp03pWXS05nVNzC7DmVl+l6qqfqWHV2M9dn7pWVQ2F1dqOYQMtHDsTy6qr2/bEs3vPARYsWCDVVSGExUloFRbVunVrtm7dysy5r/DoVxcZvasd2RorV10ru1EDrFRdr6tvK0BjtADYeFW1XFGJksmfdeTWaRmM6n2JQ6fy6Natm7VPSwjRTEloFRanVCqZNGkSR44cIU3rR8dPHFmVZsaoYUtWWY0dpykFWGNMCbCWCq9Nsepan7Da2C0AtR3DRsIqwO/Hwrhpsg9bdp9i539LWfiFTqqrQogGJbMHiAYTERHBtm3b+Pjjj3l26kQ+atOK9wZfpZNLQ06sWUdNYRYCS87/WnnasPqo76IEjXG8+vSs1mV0fjOaBUCfc1luTP44iI1/JDFzVCnTPyzE0dGGPk0RQjRbUmkVDUqpVDJhwgQSz6bTLvZWer6fzaQ/O5Crsdd/h8aqshrSFCqwlmgfsPWqq1rPBcw7lrGgaKyyWt0NNLCqOo1Gwfw1Heg4vgjykzhxKonZn+kksAohGo1UWkWj8PHx4cMPP+SJJ57gqbv7EH3AhddG+PNocIK1T82w5lSBrR6OLNXjWvnY9ckvpoZRU8JcXaqahv5gasbLq5piw9EwnnuvEE1hAt/OLOH2l3XWPiUhGtBFIN/aJ2GiXGufQKOS0CoaVUxMDPvPFrJixQqemzqRjyu3DNhCldWQphRgTQmA1Y9nycf/KmDpdSYaO6zewC0A5c5luTHpoyA27UzipdGlvPiBtAIIIaxH2gNEo1OpVFVaBmLeM9IyYItsvYXA3IE7tvwHgynfR10+gpcWgFoVaxTM+6kDHcYXoSgoawWYtVJaAYQQ1iWVVmE1VVoG7utD2/3OvHhHJM+2P4Wdsgl9/GjrFVhzBnDZElOCam0aowWgmVVVAbRaWL23LQtWZqErSeA7aQUQQtgQqbQKq4uJieHA6SL+s+Q93t6WT7tl3nye3BatLb1XmrNyUnOqwFqLofNriKrqDTS3am3WHwnj5mnBTFuSwuSpsziefFUCqxDCpkhoFTZBqVTy8MMPEx8fz3PT5zLt+yvcvCKYdWnh1j61mgHFB+PhECTA1oWh8zF3blNrz61q6Dg2ZG9yIANnt+bBOanc9cDjpJy7wnPPPSetAEIImyOhVdgUR0dHJk+eTEpKCnc/9ASjPs5kwFet2Hs50NqnVkZfaDElxEqANay2Y9dledO6hEhjQbWJLwSgz8kL3tz5RhSDnrtIl9gRJJ9OY/78+bi5uVn71IQQQi8JrcImubm5MW/ePJKTk+nafySD3s5i5NooTqq9G/dETGkJ0HefGzTAanRV/zXI0HGkBaDBpGa78Oh77ek6IQe3wB6cOJnIO++8g7+/v7VPTQghDJKBWMKm+fv788477zB16lRmz55N1ze/5v6B7ZnbK522blnWPj3jjA2SakaDuDQ6GJIC0yn7d3sw2CmM7NPQ+VTWGAOr6nL8JhBSy13IceWVn8JYuSaB/p3i2X/gEJ07d7b2aQlhg7KAYmufhInyrH0CjUoqraJJaN26NatXr2b/wUMUuLen0+s53P1LFIeymlB1qJlXYJOL4c+Csv//WVD2td77m3Pcxqyq1qUFoAlIvOTJ2Pc6EPloISdOxrN+w//x236NBFYhRJMjoVU0KZ07d+aHH37gyLHjeEb2pvfibIZ8F8m2i6GWP1hdWgPM2XczC7ARDtDNuez/NzuXfd3oLQDm7KsZtwAAHD7nx71vRdNxnJoc2rJ9x242HyphwIAB1j41IYSoEwmtokmKjo5m5cqVJCYm0rHPHQx/7zK9V4Xx8/lWtjVVlimaSYC184D/a1121abOZV+bta+GmAVAn2Y6sKrcjvhghi6MJPbpy7jqEjj81zHWrFlDTEyMtU9NCCHqRUKraNJatmzJ22+/zdmzZxly96OM/fgcXT8KYmVSG0q19dhxQ1ZZjR23CU+jZXftuDV6WW1lYFUzbQHQamHt4XD6zgxn6AvpRHknE5+QzOebSmnfvr21T08IISxCQqtoFnx9fVm4cCHnMrJ45MmpzPj6NFFLfXj1r/bklDhY+/TM1xzmgcXA7aYctzppAaihsFjFss3RdJsaxCMLzjMo6gxnzl7g3Z+1hIeHW/v0hBDCohQ6na6pfZgqhFGFhYV88cUXvD3naVKyFNzbvw0v9LjITR6Zxu9srSqrKfSN8K9O3ywBlRlbytXY/Q3cXmLvzPpHvmL4qjHYlxTU3KAxZgFohsurVpeS6cHidaF8vSEFN8cSJo0s4fH/5ODu3sS+ESFsiFqtxsPDA/gVcLH26ZgoDxhBTs6N8fsvlVbRLDk5OTF+/Hj+Ol/Ehk1bKPDoSPc3r9Dvy1asSm6DRqtvLqYmoClUYM3ZviFaAMw5fhOqqmq18Otf4Qx7pS3RY6+SkHCKz1Z9R+L5QqZ9oLsh3rCEEDc2madVNGsKhYK+ffvSt29f0tLS+OCDD5j+4YdML3FlVL8wnutyntYulUqHtlxlrc7YHKtwPajVVh1tyHlgG6OqCubPrWroODYoQ92CZf/XitXr07mSlcq/xk/knY8n0rZtW2ufmhDNVBZQZO2TMFG+tU+gUUmlVdwwgoODmT9/PufOneP9jz/neH4w0a/l849vI/jydCTFpU20+gr1n4EALFOBLb+vORXSxh5Y1QQCa2lpWVX17v9E0eqfRWw87Ma8Rf/jwkU1S5YskcAqhLghSaVV3HDs7Oy4++67ufvuu0lOTubDDz/khc8/Z1KeE8N6t2Jsz1yGhJ1D2VQzbH1X4YL6V2Br27a2Y5h6n2ZeVd2XEsiKzd78su0chYWpjHn4Cfb99ztZCEAIIZCBWEIAUFpayo4dO1i9ejXfffcdni5K7uwTyuMxF+nqd8nap1eTvpBmLDwaG8Rl7P5gdBBXSZ4z6+/6iuFbx2BfqmcgFsjyqtUkXvLk4y0h/LTtImfOX2bknffy6KOPMnToUBwcmuDMF0I0UdcHYq0CWlj7dEyUDzxywwzEkkqrEIBKpWLw4MEMHjyYZcuW8euvv7Jq1Sp6zoknKiyA+/r68Hi3c7R0u2rtU62dsepnY1Rga3vNtGRV1dB9mshrdmauM5/+Ec73W/M4dOw8AzrnMnP2R9x77703xBuPEELUhYRWIapxcnLi/vvv5/777+fKlSt8//33fP7557z6xQl6dgrnzh4tGNUxlVbuxuaOaiCmjNpvzABr6GGQgVUVMtQt+HZ/GL/sLmHHgdNEt0zi0adf48fRowkJCbH26QkhhM2T9gAhTHT69Gm++eYbfvzxR+IOHqBda3+GdPPlgc5X6B10ofF6YE2dakqfBm4hKFE6s77HVww/OAZ7rRnztDbTqupf5335do8/v+/L4a/jabQLt+euMS8yZswYOnbsaO3TE0JUIu0Btk9CqxB1cPHiRdatW8eaNWvYtOFXPN1dGHRzKPd0KWJk5Bmc7Eob5sD1CazVNUCArTW03iBhVaNRsPF4S37c58aWfWmcv5DNwM4q7hr3P0aOHCmrVAlhwyS02j4JrULUU0FBAVu3buXnn39m7befcrUI+nQJY3gXe0ZEpdPGI9tyB7NkaK3MQgG2Smh1q2UgFjSrFoALOa78ejiYX/fBjgNnQafhjp5a7nrya4YOHXpDvJEI0RxcD63vAM7WPh0TFQDPSmgVQphPp9Nx6NAh1q5dy9q1azny12FCAzyI6RDEwGgY3uYCkR6mDNPXo6ECa3X1CLAlSmfWt/2K4Ql62gOaSVX1Qo4r648EsfUvO/YfvUjimctEtXRgxAOTufPOO+nTpw92djJcQIimRkKr7ZPQKkQDys7OZufOnWzdupUtPy7lyJliWgZ60qNDIIOidAxrk256iG2s0FqZmQFWb2ht4lXVdLUL6/4KrhFSb+lcwuBHv2HgwIH4+/tb+zSFEPUkodX2SWgVohHVGmLbB9K9lYI+LdXEBqXX7Im1RmCtzoQAWyW0etXSHmDDVVWNRkHcuQB2x3tyMF7Jwb8vknA6U0KqEDcACa22T0KrEFZUHmK3b9/OgQMHOHz4MPn5+bRp04YOQTpuDlfQK0xNr+h0Wtg30OCuuqglwJYonFnv8xXDL4/BXlcttNpYWC3WKIg7E8jueE/iEuF4UhanUrJRKBR06dKFmJgY+vfvLyFViBuEhFbbJ41XQliRp6cnI0aMYMSIEUBZT2xycjJxcXEcPHiQTQcO8OaPaeTlKWjT0o8Okd50ba2ic0g+nYKyaO2VY53lZk1dxtUGWgC0WkjLceXYeW+OnnPhUCL8nXiFhJRMlHY5dOnSipiYGJ5/sAfdu3cnOjoalUrVOCcnhBDCZBJahbAhCoWCyMhIIiMjefDBB4GyIJuSklIRZHccOsRHG05x/rwaJydnwgNdCQv2IDLIkejgUjoG5dEl6DJ+LvmNc9KVg2n5QgOGAmkDhdXsfEeOnPfh7/OunDxvT1JqMWfS1JxJzeJqXi6Bga60bRvOzTffzB2jywJqVFSUBFQhhGgiJLQKYeMUCgURERFERETwwAMPVFxfUFBAUlIS8fHxxMfHc+rUKb7ef5KEhEtcvpyPl5cXYf6OBPm64uflSJAXhHhpCPUqJswzn3Cvq/i0yLdspbYuy7iaIDvfkdOX3Tlz2YXzlx1Ju6LiwhUFGVeKycjM42xaDpeu5OHunkvbtkFER0cTe0s7HomKIioqijZt2uDm5la/kxBCCGFVElqFaKKcnZ3p1KkTnTp1qnFbVlYWCQkJxMfHc/78edLS0khMTWVHQhoXLlwgIyOHwsJCnBxU+Hq5XLs44+XmiKuzEjdncHXS4e6kw925FDcnLe7OJXg6leDuVIKnUxHuTkXYKbWoFDpUCh1KpZZiLejsdOQXK3BUqCh1VVCqVaDJU5JX7EB2niPZBQ6oC+zJybdDXWDH1QIl6gIFV/MV5BZCbr6WnNwSLl3J59KVPDKz8skvKMLBIYeAACcCA90JDg4mODiY3t2CCQkJIepaOPX19UWhsEa/hBCi+ciirFe0KSi09gk0KhmIJcQNSKfToVarSUsrC7Hll8uXL6NWq7l69WqNS25uLrm5ueTl5VFcXFyn49rb2+Pi4oKLiwtubm64urri5uaGu7s7rq6uuLu74+bmhpeXF8HBwQQFBVVcvL29JZAKIRrM9YFY8wEna5+OiQqBuTIQSwjRfCkUCjw8PPDw8KB9+/Zm37+kpIS8vDy0Wm3FJSEhgX79+lVss3v3btq2bYtSqUShUNCiRQscHR0t+W0IIYS4gUhoFUKYzd7eHk9PzyrX+fv7Ix/cCCGEaChKa5+AEEIIIYRoHMuWLaNVq1Y4OTkRGxvL/v37DW6/ZMkSoqOjcXZ2pmXLlkydOpXCwuu9tFevXmXKlCmEh4fj7OxMnz59OHDgQI39nDhxgjvvvBMPDw9cXFyIiYnh7NmzZp27hFYhhBBCiBvAN998w7Rp05g7dy6HDh2iS5cuDB06lIsXL+rd/ssvv2TGjBnMnTuXEydOsGLFCr755hteeumlim0ef/xxNm3axKpVqzh69Ci33XYbQ4YMITU1tWKbpKQk+vXrR7t27di2bRtHjhxh9uzZODmZ1zssA7GEEEIIccO7EQZixcbGEhMTw9KlSwHQarW0bNmSyZMnM2PGjBrbT5o0iRMnTrB58+aK655//nn27dvHzp07KSgowM3NjZ9//pk77rijYpvu3bszbNgwFi1aBMDo0aOxt7dn1apV9fpupdIqhBBCCFGhsIldygJ35UtRUVGN76q4uJi4uDiGDBlScZ1SqWTIkCHs2bNH7yPRp08f4uLiKloIkpOTWb9+PcOHDwdAo9FQWlpao2Lq7OzMzp07gbJgvG7dOqKiohg6dCj+/v7ExsayZs0a/Q+/ATIQSwghhBA3PAcHBwIDA0lPf83ap2IWV1dXWrZsWeW6uXPnMm/evCrXZWZmUlpaSkBAQJXrAwICOHnypN59P/TQQ2RmZtKvXz90Oh0ajYannnqqoj3Azc2N3r17s3DhQtq3b09AQABfffUVe/bsoU2bNgBcvHiR3NxcXn/9dRYtWsQbb7zBhg0buPfee9m6dSsDBw40+XuV0CqEEEKIG56TkxMpKSl1nofaWnQ6XY05rC01veC2bdt49dVXee+994iNjSUxMZHnnnuOhQsXMnv2bABWrVrFY489RkhICCqViptvvpkxY8YQFxcHlFVaAe666y6mTp0KQNeuXdm9ezfLly+X0CqEEEIIYS4nJyezBwc1Fb6+vqhUKjIyMqpcn5GRQWBgoN77zJ49m0ceeYTHH38cgJtuuom8vDwmTJjAyy+/jFKpJDIyku3bt5OXl4darSYoKIhRo0YRERFRcVw7Ozs6dOhQZd/t27evaCEwlfS0CiGEEEI0cw4ODnTv3r3KoCqtVsvmzZvp3bu33vvk5+ejVFaNiiqVCqDGvNwuLi4EBQWRlZXF77//zl133VVx3JiYGE6dOlVl+/j4eMLDw836HqTSKoQQQghxA5g2bRpjx46lR48e9OzZkyVLlpCXl8e4ceMAePTRRwkJCeG118r6ekeOHMnixYvp1q1bRXvA7NmzGTlyZEV4/f3339HpdERHR5OYmMiLL75Iu3btKvYJ8OKLLzJq1CgGDBjA4MGD2bBhA7/88gvbtm0z6/wltAohhBBC3ABGjRrFpUuXmDNnDunp6XTt2pUNGzZUDM46e/ZslcrqrFmzUCgUzJo1i9TUVPz8/Bg5ciSvvPJKxTY5OTnMnDmT8+fP4+3tzX333ccrr7yCvb19xTb33HMPy5cv57XXXuPZZ58lOjqaH374ocrS36aQeVqFEEIIIYTNk55WIYQQQghh8yS0CiFq2LFjByNHjiQ4OBiFQlFjEujc3FwmTZpEaGgozs7OdOjQgeXLl1fZprCwkIkTJ+Lj44Orqyv33XdfjVGra9euJSoqiujoaH799deG/raEEEI0YRJahRA15OXl0aVLF5YtW6b39mnTprFhwwZWr17NiRMnmDJlCpMmTWLt2rUV20ydOpVffvmF7777ju3bt5OWlsa9995bcXtRURETJ07kvffeY+nSpTz99NNNbn5EIYQQjUcGYgkhahg2bBjDhg2r9fbdu3czduxYBg0aBMCECRP44IMP2L9/P3feeSc5OTmsWLGCL7/8kltuuQWATz/9lPbt27N371569epFUVERKpWKrl27AmBnZ0dRUREODg4N/e0JIYRogqTSKoQwW58+fVi7di2pqanodDq2bt1KfHw8t912GwBxcXGUlJRUWeO6Xbt2hIWFVaxx7e7uzrhx4wgKCiI4OJinn34aNzc3q3w/QgghbJ9UWoUQZnv33XeZMGECoaGh2NnZoVQq+eijjxgwYAAA6enpODg44OnpWeV+AQEBpKenV3w9d+5cpkyZglKplMAqhBDCIAmtQgizvfvuu+zdu5e1a9cSHh7Ojh07mDhxIsHBwVWqq6bw8PBooLMUQgjRnEhoFUKYpaCggJdeeomffvqJO+64A4DOnTtz+PBh3nrrLYYMGUJgYCDFxcVkZ2dXqbYaWuNaCCGEMER6WoUQZikpKaGkpETvetRarRaA7t27Y29vX2WN61OnTnH27Nla17gWQgghDJFKqxCihtzcXBITEyu+TklJ4fDhw3h7exMWFsbAgQN58cUXcXZ2Jjw8nO3bt/P555+zePFioOwj//HjxzNt2jS8vb1xd3dn8uTJ9O7dm169elnr2xJCCNGEyTKuQogatm3bxuDBg2tcP3bsWFauXEl6ejozZ85k48aNXLlyhfDwcCZMmMDUqVNRKBRA2eICzz//PF999RVFRUUMHTqU9957T9oDhBBC1ImEViGEEEIIYfOkp1UIIYQQQtg8Ca1CCCGEEMLmSWgVQgghhBA2T0KrEEIIIYSweRJahRBCCCGEzZPQKoQQQgghbJ6EViGEEEIIYfMktAohhBBCCJsnoVUIIYQQQtg8Ca1CCCGEEMLmSWgVQgghhBA27/8BnHzLjnC34cwAAAAASUVORK5CYII=\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sample.plot_quantity('Total Pressure')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.1"
}
},
"nbformat": 4,
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