{ "cells": [ { "cell_type": "markdown", "id": "60771dc6-5fe7-4959-9ef0-d0cd9c51e20e", "metadata": {}, "source": [ "# Test Climada package" ] }, { "cell_type": "markdown", "id": "139547e0-1c5f-490b-aa02-9b752a3d5fcc", "metadata": {}, "source": [ "## Table of contents\n", "\n", "-Introduction: [>>](#Introduction) \n", "-Example impact calculation: [>>](#Example-impact-calculation) \n", "--Hazard objects: [>>](#Hazard-objects) \n", "-Exposure objects: [>>](#Exposure-objects) \n", "-Impact Functions: [>>](#Impact-Functions) \n", "-Impact calculation: [>>](#Impact-calculation) \n", "-Further CLIMADA features: [>>](#Further-CLIMADA-features) \n", "-Adaptation measure analysis: [>>](#Adaptation-measure-analysis)" ] }, { "cell_type": "markdown", "id": "f34c9914-d0f0-4ddc-9a1f-c56433d6eff6", "metadata": {}, "source": [ "## Introduction\n", "\n", "This is the example given in the tutorial [here](https://climada-python.readthedocs.io/en/latest/user-guide/0_10min_climada.html)." ] }, { "cell_type": "markdown", "id": "16c6fe42-bec8-4bff-ac0f-c35a330b11dd", "metadata": {}, "source": [ "## Example impact calculation\n", "\n", "We exemplify the impact calculation and its key ingredients with an analysis of the risk of tropical cyclones on several assets in Florida.\n", "\n", "### Hazard objects\n", "\n", "First, we read a demo hazard file that includes information about several tropical cyclone events." ] }, { "cell_type": "code", "execution_count": 1, "id": "58660abb-6d3d-4b1b-8791-471e579e5887", "metadata": {}, "outputs": [], "source": [ "from climada.hazard import Hazard\n", "from climada.util import HAZ_DEMO_H5\n", "\n", "haz = Hazard.from_hdf5(HAZ_DEMO_H5)\n", "\n", "# to hide the warnings\n", "import warnings\n", "\n", "warnings.filterwarnings(\"ignore\")" ] }, { "cell_type": "markdown", "id": "08bc3d5d-f178-4be1-ac70-b0d288ab759b", "metadata": {}, "source": [ "We can infer some information from the Hazard object. The central piece of the hazard object is a sparse matrix at haz.intensity that contains the hazard intensity values for each event (axis 0) and each location (axis 1)." ] }, { "cell_type": "code", "execution_count": 2, "id": "e0791dc1-eed1-4c83-95cd-d33d82b5855e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The hazard object contains 216 events. \n", "The maximal intensity contained in the Hazard object is 72.75 m/s. \n", "The first event was observed in a time series of 185 years, \n", "which is why CLIMADA estimates an annual probability of 0.0054 for the occurence of this event.\n" ] } ], "source": [ "print(\n", " f\"The hazard object contains {haz.intensity.shape[0]} events. \\n\"\n", " f\"The maximal intensity contained in the Hazard object is {haz.intensity.max():.2f} {haz.units}. \\n\"\n", " f\"The first event was observed in a time series of {int(1/haz.frequency[0])} {haz.frequency_unit[2:]}s, \\n\"\n", " f\"which is why CLIMADA estimates an annual probability of {haz.frequency[0]:.4f} for the occurence of this event.\"\n", ")" ] }, { "cell_type": "markdown", "id": "9ebc8a2b-410e-45b4-b0e0-677cff27f34a", "metadata": {}, "source": [ "The probabilistic event set and its single events can be plotted. For instance, below we plot maximal intensity per grid point over the whole event set." ] }, { "cell_type": "code", "execution_count": 3, "id": "786b06d8-b374-4e94-95c7-05ba37e20918", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "haz.plot_intensity(0, figsize=(6, 6));" ] }, { "cell_type": "markdown", "id": "b2eb88f3-d3c5-4c09-bbfe-85193238a4ef", "metadata": {}, "source": [ "## Exposure objects\n", "\n", "Now, we read a demo expopure file containing the location and value of a number of exposed assets in Florida." ] }, { "cell_type": "code", "execution_count": 4, "id": "fb8d33dc-d2e8-4c57-8e4f-c7661c8d6687", "metadata": {}, "outputs": [], "source": [ "from climada.entity import Exposures\n", "from climada.util.constants import EXP_DEMO_H5\n", "\n", "exp = Exposures.from_hdf5(EXP_DEMO_H5)" ] }, { "cell_type": "markdown", "id": "6501b04d-64a5-4183-ac8d-2042782c9f49", "metadata": {}, "source": [ "We can print some basic information about the exposure object. The central information of the exposure object is contained in a geopandas.GeoDataFrame at exp.gdf." ] }, { "cell_type": "code", "execution_count": 5, "id": "e208b852-7313-43bd-9b0f-22a83ea1b61b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "In the exposure object, a total amount of USD 657.05B is distributed among 50 points.\n" ] } ], "source": [ "print(\n", " f\"In the exposure object, a total amount of {exp.value_unit} {exp.gdf.value.sum() / 1_000_000_000:.2f}B\"\n", " f\" is distributed among {exp.gdf.shape[0]} points.\"\n", ")" ] }, { "cell_type": "markdown", "id": "a635141d-05ca-4ffe-97ee-09d34fffcb02", "metadata": {}, "source": [ "We can plot the different exposure points on a map." ] }, { "cell_type": "code", "execution_count": 6, "id": "1babaf1a-0371-48b1-ba37-d112f906e386", "metadata": {}, "outputs": [ { "data": { "image/png": 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foTScSlaOrbqzVU7tdod2JyPwvVnn1/quW8zxms5e49y1LzmaIsEdQ5ykhFFMNfDJXWhrNtZ+pgNrnEgpeoyOuRTGU6az3hCfgel2SJZpXMdBG0MYxbiO081R8z2XE7mKuFKKVrtDs9lk7PgJZJFMnudLFWE5IQSe65JFKZOHTxJPR9R8l8rOCm4t6PFEOY5CZxqjFi8cF0KglMg9lYI0tS9020eHmJhqc3JyisnpFo2KT61etWHCVOC5jhVp1RqtjTUKz7BKzzOdUo6gZMORcsa1X1KyFgghqFQq3cTxNN3ghN01xBhDlKSEcbKpc2eKEJ2jVLf6TQCdMEZnmu3DDdxctLTIf4qStOuBMgbCMKbie3TaLdv6RwrbtgbmFY4YY5g+PMnJbz1KcqSFnEhJjnWY/Jcxxv/5KDq2+8r3PZRUVi0+Scl0/+eBzjSPj03gOA5D9RrVwMfzPJI4sS2Z5EzosFLxcV1FrbJxrUnEBnwG4d577+V973sfz3zmM9m9eze1Wo0nPelJvOMd7+DRRx9d0TZ+73vfw83FUT/5yU+uaBnrTfn0KtlwpJDzEklLSlaLlIIg8KkEPlEUE0YxOu+Nt1UQQuB7LvVqgKMkeoCH/qlCIFBC4ioHJRVRnDLcrHV1jqQQNGtVPMfBVaorJ2CModPpUK1UcFzrXXM8nyjJkOQ5RMJO1+qEjD18gvD+iXydOUVoczph4l+OATb/7cjRMb7yrR/yv/7xn/jRzx5Ea02W6VwN3P6tjSHN7N9JmgHWg3bsxATknr/Jqbb1mmmD49h8La3tdAJB4HlUK/6C4eEzgVtvvZUbb7yRvXv38q53vYs/+qM/4qqrruKWW27h0ksv5Sc/+clAy8uyjGuvvXbT98k7M492ySlFSpG3yprJWygpWQts+EVRzfuJdTo2cXypkNNmxHpxxKZ+weiG6tIM5UikkCRJhpKiR2vJHhNJmglqnj/re9BG0+l0cF2XLE3xXJfHj0+B1gSBhzGCybBNJ4rxxuIl82+y6YT4ZIg3ErBr+wjDzRo/vvcQU60OR8dO0okSzt67g8fHxmlHMbu2DXHvg0doNifphAk7RpuMDjeRSpJlhgcPH2Viuo3ve4w0axw69BhRlDA63GDn9iEeOvI4Rhs8z6FZrxJPrU3vuqXIe1KvLwPY6q985Ss5ePAgIyMj3e/e8pa3cOWVV/LWt76VG264gc985jN9L+/DH/4w9957LwcPHuQ973nPIKPeUDbvVVly2iJyl/5WepCVbB2K0FC1EqAch04nJEnWrsHvRpBlmc0X38TXSJymjE+1mGx1KHxASkpq1fneAiHEvNyzarWC53m0o5hGvUIURSgp8BVEYYepySmmpqfRWlP3A8z0MsdQQOdYizCKyLKUiu9bA84Yjp+c4pGjx8kyzdjJCR55bIxOGHP/oUeZnGrjSMH3fnw/x05OcOiRo4RhbCvwsowsy/j5Q4/w0JGjKCX4l589wNGxkzx0+DEeeuSoNXKXyKVaSzZbqO6KK67oMZoKXvva1wLwgx/8oO9l3Xvvvfz+7/8+f/AHf8C+ffsGHMnGUhpOJRuOlPOTaktK1poi7OX7HnGc0OmEtiJrC4Xu1gqjDTrRNmF6jbZfSUnguWRadw1Tz3OoLNDDrdjvs/d/rVaj0agjMehMAwbHdVCuh5AKx3XxPI9GrUrg9lERaUAakXvrVLc/nZQ2wV7nydxZNpPI7Xsu5+3fzRMvPBvfc5mcbAE2uXzbSJORoQZ7dm7j5MQ0Jk9y9z2XMIpBwIUH9nL2WTvXrPpxszA5OdnziaJooPmPHDkCwM6dO/ua3hjD//6//+9cfvnlvO1tbxt4vBtNGaor2XCEkD1JliUl64UQAsdxkFIRRhHtdmiThxcRWtwsOI5ak4exzjRpK0Wns7SRlMCpKJS3OtFQRylUYI2nnsrCBfZrlCR0OhH1WqVHvFJJiVSKKEloNocwGBzXQ0pJJbCilVJKjGMQrsQkS1evuQ2rRv7zQ4/QCSMeO3aSc87aSSXwOTnxKPfc9zBHHh1jeKgOQBjFPHjkcWonJ4nThKFmDfmY7Brdk1MtHh87yXCzzonxSZr1GpUgYOfoCA8/cgzPdZHC6lNJIdFmfavrNuSF0xj279/f89V73/te3ve+9/W9iBtuuAGAN73pTX1N//GPf5yvf/3rfPe7393U4emC0nAq2XBsBc7mvzhKTg+KsvNqxQpmdsIIz3U2bbuWQuxxtehME0/M76NmMkMynUKdVRtPRU7ZstNhpQRMnpCtZkkdBL7L9HSbwPdJkjiv1HN7mugKIajsrdN+aHLxlUiBv6sGEkaHGjw03Wbf7u1ceOAshBCEodWJOvfsPVQCK4sQ+B5SCianWlx+0Xns3jFCqx1SrfhUApeJqTbtMOLCA/t46MhjnJiYZNe2UaoVn7PP2kmjVgXAdRxcRxEtY9itlo0ScHn44YdpNpvdf/u+v8TUvXzgAx/gs5/9LC996Ut5wxve0Ne63vWud3Hddddx+eWXr2i8G01pOJVsOBuVD1BSMhshbNWdSlKiKEYbY1tn9OHZsYnQ9qG4VYz+tLV0TlDSSpHuRnreDGmqkcqgZglRuo5DZmwoLQgCVJLSbrfm9aSr7GsQnwxJJ+MFl964aBTp2GOzZ+coe3aO2rXmocEnXXi2Dd3ly5ycalGrBDzh3LNo1msAxEnKEw6c1W0g/bTLn8DEVItMa3bv2kY18FFA4LtcfN6MV8ZxJMqRsLH9fteNZrPZYzj1y0c+8hHe85738OxnP5vbb7+9r3PrrW99Kzt37uS9733vSoZ6SigNp5INRQqBoySIMkxXcmqwYbCAKIpotztUKv1V3WXa6gu5SqxpK5T1wGjTE55beCLQiV6116kfhBBoA1IYhJkJNxljSNIM11G0pqfZtm0U4bpMZLZib7aJKpRk6LIddI5M0XlkGhNbQ9YdDajsb+A2/R5jS+f5VAJy3SiTK7TnyemVgMsuOmCFRnOkEERx3K0EBLrtVeI4Bq2p+C5p5vR4BR2lcJQDDJYLNCgbUlW3Qm666Sauu+46rr76av76r/+aarW67Dx33nknX/jCF/gv/+W/cPTo0e73Y2Nj3f8++OCD7Nq1i0qlsm5jH5TScCrZcIruEqXhVHIqsFV3UKnM7nUX4DhLq41bx4Wx5dqb/NQ1WX8J4P1Ot1oEEHhuTzNmY2xD3jTNqPgek9Ntskx388+0NjDHphNKUj17iMr+JmhrBAkp0FqTZllP/pTR1ksoxcL5V0pJ6rVKT6hRCMBAJwzxfR+trcaTlIJKxSMMExpOhbAT4tRrPaFE37P5Tnodiw8k63vqrXTkN954IwcPHuQFL3gBd955Z99GzgMPPADAm9/85gV/f+c738k73/lO7rrrLn7lV35lhaNbe0rDqWRjEZSJ4SWnnOLc830Px1GEYUSSqjznZalQ3Nq0QFl3+o0mbtA1qDEYbXBQuVGkieKUTGd5vz9b4TbVajM6PEQt8Ikjm4u28LAFqJmxp5lGa93jBZJSIFC98yw3Tm0r+xxHEcUJwkC9GjA+NY3rumiTYhAIIUnTrBvSA2sYSinRm1jtfT344Ac/yPXXX88111zD5z73uUXzodrtNocOHWJoaIg9e/YA8JKXvIQDBw7Mm/ZLX/oSf/zHf8zb3/52fumXfomnPe1p67kJA1MaTiUbikD0vBWWlJxKiuTmSiUgzL1P1Wpl8SoxwaYP0wEIKRBKLOtRUt7G5GsZbdvISClRShLFCRiD5zhd281xHNphjDGGoFJh7HiH2pw8pwWXbQxxnMybrtCLG2ic+XxSCHzXsW1hooh2J6IhHRxAZiC0Iukk3fYxQF4BKGAd7abNFqq75ZZbuP7669m1axcvf/nLueOOO3p+r9frvOxlLwPg29/+Ns997nN5wxve0G2lcv7553P++efPW+74+DgAT33qU7vzbyZKw6lkQ1mriqGSkrVitvGUJgntdgfP87rehK2o+ySElRxIlhCNVIFCbJD+kDEGz1GANXKUkrlTbFboTAqU0LRaLarVKkoKMq37etHSxoDR8xLKVzpWgCyz4T8pJa7joDLBiFuD2MZqBYJ4PMGpOTi+shIKvk+8jmKrkvXNrzOz/r8fvv3tbwNw9OhRrr322nm/n3POOZvS8FktwmzFu8Im40f33rdh6zLGEIUhfhBsyVCX5zqctXM7Qtg3zLkYY5icnKTZbG7J7euH030bt/L2GWPIsoxOJ0Qpheu5GOzDONMaIQSesuftVtjGLMpI2um8Z6EKFE5l8ZyutT6GaZracJox+J6DQPQIURZ0wggQjAwPMd1ukcQJzUZtyWVrrZlqtUkzzVC91pNHtRQLbWOSpkRxguc4pJkGAWmSQWJwzeL7y607KE8x1erw6LHjfa2/4JIL53tc5jI5OcnQ0BB1Z32rII0xTKeaiYmJFVXVnSmUr/4lG47BgNm8D5uSM5dCMLNarRBFMVEY4XouQtpGtib/31YI1wEoXyE9iY41Jk+mVp7cME8T0NVu0lrj+x5SiEW9eK7j0A4j4iTFcz06nQ5amyUlI6SU1KsV2mFEO4yoVQPUCkUUpZR4rmPzsRyF5zpoN9fDWmKXpe0M6Up8z0VJSabXR89ps4XqzlS2hiBJyWnDTMVJ6egs2bwUoTvXdYnCCJ1pK8wo1ZYxmgqEEChf4VQcnA0Mz0EuN5CkGLCJ98soXyulMFgPlaMUjlTEcbxsuFRKSa1Swfdc2p1oQW9WPxQq4OQGSpQkxOHy4kxG2+R3K6rZv1jkwOPbgE/J8pQep5INZ2s9dkrOZLy8UioMI4zRuO7aqY0vZgzM/b6f9W3GcKHWmjhJEYh5bVkWQwio+C6t1jSVYBuO6xEnCf4C/e965xMIYVMBXNdZ8T3GGMNkq02SplTzCkuhrUbBsgazBukIqhWPVqezwhGUbAVOW8MpiqKBZOJLNghjhQRX6kovKdkoige96zooZY2nThgS+H5fbUb6YSHjafZ3Os+rWmqMs7WENgtZponi2AreuspqMs3yMpslPM6e69LuhGRZRiXwGZ+MSLNs0X0+WxNuJZV0PcvKq+nqlRldryzOuk2Ml5xXiVzPycNRinQdZAnKUN3mYKCn17333sv73vc+nvnMZ7J7925qtRpPetKTeMc73sGjjz664Dw///nPeeMb38i+ffvwfZ9du3bxwhe+kO9+97t9r/fP/uzPuOKKK6hWqzSbTa6++mr+3//3/110jM961rOoVqts376dm266ad40Bw4cQAjB5Zdfjl4gFv2+970PIQT/8A//0PcYS/rDGEOWWgXmsi6hZD0xxqC1JsuybtJ3kmakqf33cp/ZSCmpVAIc5dDuhER9hI+WwwpxynkfpRRK2SotjRXeXOyj9fyxnmrSLCOKk+72aG2Pw+yP0UuPueJ7tFrTeJ4N78VxQpZlC360NqT5cS2O7aoQgvGpFtPtDlOtNq3QqoEvZewZabqudEcpPNdd3RgWHZqVSlivz2YyvjczA3mcbr31Vm6++WauueYaXvWqV1GtVvnmN7/JLbfcwm233cbXvvY1Lr744u70X/7yl3nJS17C3r17ectb3sL+/fsZHx/nn/7pnxY1tObyf/wf/wcf+9jHeMpTnsL73/9+hBD8xV/8Bf/6X/9rbr/9dl796lf3TP+KV7yCffv28Zd/+Zc8+OCDvPvd7+aCCy7gpS996bxl//CHP+RTn/oUb3zjGwfZDSWrwBhDlKa4rlqT0uGSkqVIs6yb7yKENYDSTFM4EIrE45nT0P7t5IbL3PNTOQoXiKKYOE7RWq+Z92lhlpcp31xmEyRxauUGVnFtu67LVKuD1hm1WpXJyUlcx1nwflH0EFwLOmHM2MkJDIZK4HVzpqazkJr0uxWWPQjIlCFNU1zXqqP7vks7DNdsXCWbi4EMp1e+8pUcPHiQkZGR7ndvectbuPLKK3nrW9/KDTfcwGc+8xkAjh8/zqtf/Wqe9rSn8Td/8zcEQTDw4H7wgx/wsY99jEsvvZRvfetbuLkV//a3v52nPvWpvO1tb+PFL34xjUYDgBMnTvDDH/6Qr371qwwPDwNw//338/d///fzDKfdu3fjui433HADr3nNazZVH5zTmRlP0+KVNSUla4VAdL0bBnpUnQ0mr/jK+9cJmRtQIq/qcnqMJ20Mx09OkmSakWYNbTq0OyFB4OOopdu1rBSjWTYusBlfPVY7Jqv3JpmabjHUbDI+MbW4kZq3SQGQq2wgLqXA8xyatSpCCKIooV6tcLRzklY7ZCSod+UoAKQrcKouIk1IkhSlHKS0OV2Oskb6WiJY3+O9Gc+lzchAZ9kVV1zRYzQVvPa1rwWsoVPwn//zf+bYsWPcdNNNBEFAGIZE0WANEL/0pS8B8L/9b/9b12gC+zbyute9juPHj/M//+f/7H4/MjLCjh07eP/73899993Hl7/8Zf7qr/6KJz7xifOW7fs+/+E//AcOHz7MRz7ykYHGVbJybFPP9ROIKykpKIQtfd9b8OM6DlLJroGUz0Vu3s8rKZdC0KhXGW7U8FyHIF9GFEZ9VX4NilWxXtNFbhnssXMI4wStNY1ajXa4yPMj3+1Crj7c5Lku24eH8DyXJM0gr6xzlEQ4gomsw4QJcRsO/rCH1/CQSuC6DlkehoS8L986eCKlWP9PyfKsSYbukSNHANi5c2f3u89//vM0Gg3iOOYXf/EXqVQqBEHA5Zdfzuc+97m+lhvmrs6FuiwX333jG9/ofieE4FOf+hSf/OQnueCCC/ilX/olnvGMZyzaQPDXf/3Xueyyy/jQhz7E8eODiZaVrJw0zbo3mLkPG6MNaZgRTcZEkzFpJ102H6KkZDGktF3uF/q4rkPgeXiui+soHEflvyk8z5snpCiEoFYJaNQq3bCR57lUKgFJmtHKE5q11mtiRBmjOZN9AI6jwGjCMMQPfIzOltRHWk1oEMhTB+x6tTb4vksl8PFch5Fmg13bRmjWKkRJwlQn7Dk0Uko8zyWMIowxOI6D5y5dCViydVkTw+mGG24A4E1velP3u3vuuYcsy3je857Heeedxx133MFHP/pRxsbGeOUrX8ltt9227HKf9KQnATOep9l8+ctfBuDQoUM937/oRS/ioYce4pvf/Cb3338/n/70pxfNQZBS8qEPfYiJiQne//7397exJasm02ZBnZUszojGY7JIY1KDSQ1px36nk/URlCs5cymSs23CrUTJ3o8N3S39MC68WtWKFV1stdq0w9BqF63WeDL99sU7PY0rmR+fKElt7zjfJ4riRafP9OqLTpI0oxPFJEmCyo+90Qade8pd12H7cJ1WGM4z4jzXzUO/GUIIqhV/1cbcXIqquvX8lCzPqg2nD3zgA3z2s5/lpS99KW94wxu6309NTdFut3nJS17Cbbfdxitf+Ure9ra38eUvfxnHcTh48OCyJ/iLX/xinvSkJ3HnnXfy7/7dv+Oee+7hnnvu4eDBg/zN3/wNYDsuz6Ver3PllVdy7rnnLjv+F73oRTzvec/j4x//OPfff/+AW1+yEowxZKZI2M3zR1K9ZF+teCopPU8lmxYpJZXAp9Go4zkucRITRVFehp9X+OW91Pp9sBvT34PMPvBOvydeIQ0QhSFaazzP73r0FsSw+G990gkjHjt2ghOTLaIk7bZgmW53iGNrwLl5O5ZwjhEncuPOan4ZK/i5xuG69ayoKz4ly7MqHaePfOQjvOc97+HZz342t99+e8/FW6lUmJ6e7vFCAVx00UU84xnP4Ktf/So//elPe6rw5g3OcfjiF7/IG9/4Rj784Q/z4Q9/GLByAh/72Md485vfvCb9dG688UauuOIKrr/+ej796U8PPP9GJjkvVi69lTBGd8MZxXakYbpkOXgxjVPZ+tJjp8MxXIrTfftg6W20Ib+ATici0yGu68zk3oji4S6WbCNi12F7uy3ndSpkF5ZjEONqNcdwLY+9VJJEa9JM43seLanyxH13YaPS9H8/nruN9m/rdUqzjIkpQb0aoKQi8L2urIKSEowhWUD6QEmbvh3HCY6jcB1FkiyvPF6ytVjxU+imm27iuuuu4+qrr+av//qv5+Uh7d+/n3vuuYc9e/bMm7f47sSJE8uuZ//+/fzd3/0dR44c4f7776fRaHD55ZfzxS9+EWDBxO9BeepTn8prX/tabr/9dn73d3934PmzNCXdqIRnY0ji2N5Kt+jbgckc2kqiU1u2DBBNJnmSp6EdtrvVTbMREXjJ+uijbCTGGFqtFnB6egpO9+2D5bfRGjOGMIxwczXrmd8gzdLcoyS7l3HRA69YmsbkVVTLhwtn/108zLvfi16RyLXYvqWIoqR7Xa8JWcpjjz3K8NBQ3rsuW1CJXEjZTW7uZ8xaG1qt6R7PXpxmVDyF40gcaYg6nW5zZ60NrqOQUpHEEVNTGqHTnnUVLWbaLY3neZClRGsoS1BW1W0OVmQ43XjjjRw8eJAXvOAF3HnnnQuW8l911VXcc889PPzww1x66aU9vxV5Sbt27ep7nWeddRZnnXVW999f+MIXALjmmmtWsgnz+IM/+AM++9nP8s53vpPnPOc5A82rHAflbIwnxBgrw+YFwZZ9KFUCn+GhBp7ndvPPwizqvi0aA/Vqff6NUQn85tZPuCwebGvVeX6zcbpvH/S/jUmSEkYRnuvi5Q/7orLUGIMU66+gL6RALaBJtRSrOYadMCbwe19wjDG5Abe4DElx7S80jvHJaWr1GtVajRMnTlCrVWxPuTkoJXvU1BejMHCyLKNarSKV7OlmYHJraqHQVZZpwiRDSKjWavOkKLJM0wlDW70ZBHTibEnxzEEoK982BwM/7T/4wQ9y/fXXc8011/C5z31u0bYmb3jDG/jEJz7BRz/6Uf71v/7X3RPr7rvv5pvf/CYXX3wx559/fnf6sbExxsbG2LNnD0NDQ0uO4Tvf+Q5/9md/xnOf+1ye8YxnDLoJC3LgwAHe9ra38Ud/9EfdN61+2eiHQ3Fj2KoPJddRKKdXYFC5Ep3MvCkvtH3KXR+tnFPBVj+Gy3G6bx/0t422150gimOi2OB7XjcpXWdLt1NZs3HOGutA863wGK7Vsdfaqr0D+J7L1HSbbSPDOI5LlmkcNf/xpbWtjFNq6fUbivu2sI3HNRROMq2tkacW2wZhNb2iMMGMT7JjeKjHo2g1wQQ607baznWJ0zJcdzoxkOF0yy23cP3117Nr1y5e/vKXc8cdd/T8Xq/XednLXgbAc57zHK699lpuvfVWXvjCF/Kyl72Mo0ePcvPNN+O6LrfcckvPvB/96Ef5/d//fT7xiU/wG7/xG93vf+u3fouxsTGuuOIKGo0Gd999N5/85Cc5++yz+fM///OVbfUivPvd7+YTn/gE3/nOd9Z0uSUzSCHwXXee3ooKHPQyuQAqKPvblWw9lFJUgoAojml1OlT8restPlW4rks7jNFaM9RsMHZy3OY5ybwyMp+uaEFjFeEXf6kV0KPd1ep0qAZ+1wBa6vgoKalVA9onQjphtGB+meu6xHGM5/v4/toZTutd+Vaelf0xkOH07W9/G4CjR49y7bXXzvv9nHPO6RpOAH/yJ3/CZZddxp/92Z9x3XXXEQQBz3rWs3jve9/L0572tL7WecUVV3DzzTfz+c9/nk6nw4EDB/id3/kdDh48uCaJ4bMZHR3l937v9zh48OCaLrdkBsdRVAIf29piluHkSnSgSDsL54o5VWfVqsAlJaeCwvsS+D5JmtIJQzzPQWxQo+vTwUizEhGGVqtNrVbFdx3CKKZaCXrCaVKJ3Eu1dKuaIlFfiJmXOYo55PLVZRXfI/A9apWgx9tU4LoOYRShchXxqcGCGIsiEcjSvDnlCHM6l75sED+6974NW5cxhigM8bdojtPoUINGtWIrjRZ4cKRRysnj49R9m+MkXYETOEj39DGajDFMTk6etjlAp/v2wcq3saiA63RCQCx6HawlsvDKDDjOlR7DIsdpLUN1gC3zB0aGh4mThJMnx2k2arjuTA87K/tg+lIQT7OMifEJGo0GSZLiuAonz1Vdbv44SXn8+EmElOzeNrJgMvz0dIsg8AnjhMePj5PO2pbZXHLh+Qt+P5vJyUmGhobYX3fXVTJAG8PD0wkTExNr7pg4ndj6td0lWwYbspjJ8VhwGk/h1VyCpn/aPnRLzlwKwcxKtUIUxURx3M17Ks/3pXFdhzAMSZIkT7b3iJJknsen37YrRe6XlLmavFS2QIXlBbQyrUmzjDROSLMUpeYXrXieSxwneK6D66pFDadBKJPDNwenz2t8yaanUa0gEfNaWZSUnGmoXDCzEvjEcUyazdcEKulFSolGEKdWAqBSCUjimCzTPRIM/RhNRR5UMb2UEiFFX/lDJvdouY6D77nEycIGkeM4pGmG6zhrltdW5Dit56dkeUrDqWRDcF2HauB1y4VLSs50hBC4rku1WiHLMqI4zpObT/XIVsd6Xd1CCCq+R6vVJssyfM/DcT2iePE2LIuRZnlvwbwxr1Ky2+JlrrzAbKwIpkFKwUizwUizTpIsnJcphEBIQaY11YrfI3dQsrUpj2TJuiNErsCr1KJ9A0tKzlSUUtSqFRxHEcdx3tx3a2KMYS2kqawHaSFVdoc0y2zrFaOpV6u0O9HA6txSSOrVCo6SudJ7f1InBpujJqVEObLr6Vqs+bCtrkvwPXdNPO1yAz4ly1PmOJWsO57rUK/Ym9SgSaolJWcCUkpbdSetYKajikTl/sJHBUIUZfai57uNwhizdtd37rGxf+b/BZr1KtOtaaqVardaMYpiXLf/hHSl5MBjNcZ0G/46woqK2vy0hDCKqVWC+euRkjRJbOWe583rbzcwZS7cpqA0MEvWFSkFw406Si6eEF5SUlKE7hyq1QraGOIkGcj7JITt7WZzdmY+G5l4XuT/rBYhbKMZK0Mguw1ohRA26TrJcBwXrTOq1QpRmvVU4K0HWttGzVpr4iSlHUZkWucCp8m8HLXufs8FM6uBXwoJnCaUT7KSdaUaBFR8DxB9u8NLSs5UhBA4SlGtBCgpiZOkr2osIQRSSaQ4tR5dKeWa6a3NViDv+SBwHUmSJrQ6oe1d5/u0O+G6JthbyQFBkmYkSUocJXnrnKL/4PzjZA1ZSZqkBL676lSFMlS3OSj3U8m64TiKZr1qXdtlJV1JSd9IKQkCH891SZOUJEnzXm7zDQMphS262AT+DCHEuhtvQoDrerQ7IVIIWtMtKr5PlmWkeQ/A9Vu3wPMcpBTUawGB61LxPRwliZP56xZYeQRjNFKIeT38Bl9/WVW3GSgNp5J1QQCNahVHShxHlmG6kpIBKcJSlUqA1hlJMj8cJOXMtXUmeXOltD3mrBp7Qqo1vmelHdYTbTQ603iug+95XfFNIQRpNj+sOvuYSCmpBvPzoEq2HuXTrGRd8D2XWsXPu46X3qaSkpUghNU9q9drCCmJ45nQXSHceKaJZ87eVs/zwMDU1DRBJSCOk3XNdbLaTV437UAIgTF2TGmaLdi3bva4Pc/FWUW4rgzVbQ7KqrqSNcfKD1TyxM4yr6mkZC2oBD5xkhBHCQLK8DdWyqFIiI/ihEqlynQ7ZLhZX9P1FJ4+KQSo3vuZEOA6KteFMixlFzlK2fDrCo279TaSyzt1f5QGZsmaUwl8ahXfisqV/QFKStYEIQSe61KtBqRZRqcTorU+oxXHhRBoI/Bch7DTwfU8dJYR96HrZCsXU9Js/j40xvbJS9KUdickTlM6UbzgvhZC4DoKR0nSbOkcK8dR+F7pr9jqlIZTyZriKMVwvQairKIrKVlril531UoFISXtTueMbteidYoSBtd10QbiOKFWqzLd6iy7T9qdkGMnJjk5OY1eYNp2GDE13bGGlV5a2FNKSa1aIYkXVhEvEGBDfSvM+ZTM9Ktbl8+KRnXmUZq+JWuGlJLhZg3HkT0dy0tKStYWKQWB75EkgiiMyRyF73tn3DVX5BcJARXfpd1pMzI0hJIRYZzkUigL04kiQJNlGUabeVZDJfAJfIMU0moxaZ2vb/6yhBA2v2mZ/W+9hg5KyUXVxpecn/UNp51ZZ8/KKQ2nkjWjXg0IfA9HOZuiNLqk5HTGJht7SKmI4phOJySo+AjOnGRxrWc8RY7rIOOEKI7xPY8ojvBdZ9GK3uF6HZNmDA/Vc42mGQo9rdks5CUyebhPa92jHm6bCOsFPVmu41g9p0V63JVsfkrPXMma4Hsujbz3U9nIt6Rk43AcRSXwEVLQboek6ZkTutNaI5VCKWlDmNWAVickqARobcUqF9sXrusQ+C7eAK1aFkIKkQthzvStM8aQGb3g66OUAs9Zmc9iXcN0+adkeUrDqWTVSClo1KpIqcoqupKSU4CUkkoQ4LkuYRQRL9ACZCtQeGr6HXumNUJYLSslJZ7r4nsO09Nt6tUK7U60ruMt2uQopQh8D99zUVLmfe1ALJAYZfvreStqTSM24H8ly1MaTiWrphYE1CsBxmiyBSpUSkpKNgbPc6kEAWmW0gnDJXWFNhvG2Aa6Whv6vYMYrXvSioQQBJ5HkiY4joMxmqSPCrvVIhB23LPufbai2GC/6jVIfG91Xq6SU0uZ41SyKjzXZahZR0iBg0RIQZQkOFJ2+zKVN4iSko1DKet9iqKYVrtDJfBXXeFqjCGLNTqx4SfpSqS3spD8QqX/BsDY0FvR4LcftDHzJE8cx4buOmFEs9FgYnKKEWfxXKfVMHtbinCdzO99CsgyK4rpel7PtK7jIJUaOEF8vcNpprxV90VpOJWsGCUlw40anuOQ6QzPdbvfJ2lKpjVuHssvjaeSko2hEEkMAp80zQjDyCpWO+6KdNV0oomnE2a7gbJYQxu8hot0BjNIDIYs0yzmVurf31R4nOYndlcrPpOTLfy8j1wnjKhWgjW9DxUeMmsQ5Z4yM38aMF2FcWsoGRtWdNTA3rCyqm5zUIbqSlZMrRJQr9o+Wq4z07NJ5rkGSkqSvOLkTKFoxLoWn5KS1VDk31QqAXFiQ3fZAv3UlsJoQzyVLGzkGIinElvK3+/yjLHTLzWLoe88J631grlCjnJwXJcoiqhWq0Rr3Iol07qrnxUnaXe/zh7x7Os4SzN03uhXa2twue7qGv6WnDpKj1PJinCUYrhZxxiDWKAbuu2x5SBE1s17OlNCd1mm0Sz+gDLGkOqMJEuX2BcCR0mrIVNSsgqsYGZAFCd0Oh2CAUJ3abiMsWEgizKcSn+PEmMMaZr1rHuhcWhtEGJ5w8kYjRALr7teDTh+cpJtIz5SKuIkXTNRXgFdL5IxhihJbcPlOcuO0xTHcdDG4CCQUuAIhQA8d/CWOWWobnNQGk4lAyOA4WYdR0m01jhLiF1KKfPO4Rk6TXEdJze2Tt8rVBuNXuKVupsEa8wSrnGD1oKyP3LJWiClJPA90jxs5Xkubh+hOx0v76HKYo1T6W8cSZoyNjGFm8sHVDwP1134MbSUd0xnGkeC0SwaXyrUvMenphmq1zgxMYnnumvS409KicivYbB5VXOHYYwhS1JwXbI06yaEKyEwxnRTGwbl9L1zbh3K19mSgalWAxq1CpnWtsnmEkZQEborQnlJkvSI1pWUlGwMhRe4WglI4iJ0t7TmU18h4z4v5yIJvOp7uI6Dkzfo7XfeNMu6Gkk610hKNCxlSgS+i0CTpBmNakA7jPsbLEVCfEYWZ+hs4R51hRJ44LnY7KyZ6dLMKoknaUacZD35T0IIlJQ4qvRdbEXKo1YyEI5SDNVrYGb6ZvWDbYTpkKZpnhDp9D3v1sOWIZeUnGrS1OYYGmx7EozBdR2q1YC4UBsPgkW9MNIRmGUEroXTvw9ECUm92qd7ahbaQJykuEqBFKRJkucIGYRYPPwvhKASBIRhh6Fmk1Z7nDhx5nl7Op0Q3/eQuQZT2snI5oQppStway5irpcuT/qem8sZRzGu69IOIzpRxJCpomb5KqS0zYEHQSKQ6+hzKj0p/VEaTiUDUQl8fNfNS2wHdzUXOQZFYuXp2AhYlHZTySlGa+tlybKMtKtqbV90HNdWvvq+j1QpnU6I57l4+fU8+3pUvn3ZWQrHH+Dhv8JrQzCjyp1pK0Ngq+mWDiVaj5BLGMbESUK9Xme63Wa40XvfieMYz3MxxpC00gVDlDoxRBMx/pDXNZ6MMWR5groQCpMZkihFxxlKS0QG0ohcYqH3PieF7FYd970fxLLt8FbFaXYrXjdKA7Okb1xHMVSvorVGOSt775lddaeN6b4Rn1aURlPJKaYIIVUCn0rgI4XAaI1SspvXVHiBK9WANE0JFxDMlK5A+os/JlSgkG5/jxEhxIrUsot5hYA4SdDGjrFfaQUpBbVawPT0tN1+rIdpdhhSCGuMmcwsnddlehPmZZGK4DpIA9m09VQZbUUxyaBiPKrSmyezIKXAXUGCeMmppzScSvqm4vt4eSL4alqrFLkBxdtWmmanlfFU2k0lp5riGivymjzfRypJHMfEUdxNvC6a2VarFUDQ6YQks5rPCiFwqw5uzUGoWZVwSuDWHJzKgA/+Vbg0HKVQjoK8ibEYoHLCdRxcz6PdCanWaoRJ1iM+KZUiyzKyaHnJgizKuqE5rTWttt1nbrb4eKqOj0l67wz2HjhoqG79PyXLU4bqSvpCCEGtGpBpbStI1qKkN7+pZ5kmySvuSkpK1o7Cq6KUxHVd4jgmjBLSzOY6KTnTlDsIfOIkIYwi3Mzp6hBJKVG+Qvmqu7wVvzQBaZb1lO73en4Wz1VylCLTBqUkrSQZWAm8Vg2YmJxG4uNIQRTFVkogTojj2FbqZc7yPdsMtFudPOxowGjSMMVhcSPIYDCxxgS9FcVOGarbkpRPqpK+CDwXpSRamzXVFrIJ5hIhIUlSlJKngfjjVh9/yelCmmWkSdo9I5WU3TYlxpiegrQiH8hRik4nJIpjOy2906yWoq1KkbCu8x6XhfdlqXX4nkMYJSTpwsKXSyGFoFoJmG53GG42efz4CaL2NGmmcZTC9TxkIuZ5huYhyD10UFzrSStdUghUIDAZ86RYnNO2QOb0pjScSvqiXg0w2tjcpjV+LbHaJgrhCuIk6ZYcb9WkcUepOa0X7APK5A25jDErzvUoKRkEpSRKet2wnS3r1wjMgt6OolK2VqvSarfptEM8z0FKtQJvhOgaZqL7/waEyEViIUpSPNfpyiL4SxScCCGQSlKrKNphNLDHqcj7CsOIThhSq/hMT02yvVYj8O0+0koTL9MGRfm2F16BVTnvbwxaG2YP2+lTjqGgrKrbHJSGU8myeK6L67o4aj0vWbp6T0bb0J3nbr0O4sUDaimMMUuHAkpK1ohC2Zo5idBgK1vnMjt85roOjqsIwwjlKHzPGyyWY3S3ea/9t8gTpE3er87+GOatYJSSGL1UjpGw1WzGoMRMcngU2TCbzXvKA22yqGTrvSallASBTxhGNOp1azzOekkTjkC6Ar2Y10mAE/R6iYQQSEeg014PXs+uMIZEZ2QJ3dBoMZ5BWG/l8PVc9ulEaTiVLImjFCO5SrhSat2TuKWU+c2Mbt7TVjOeSkrWirlh6yLnqN95tdZkpv9rtrjSbJl9BlLgBT5pkhInKZXA7/vlYP531mSyficDSgBOLog7WL87RyazxmDDjxiDyY0xM6vXnSlWPosoTnDCkGrgE8Uxnu+h8i4Hbt0laafoqHe/CWdhHSdjDJk0S9qUQggm4xZ+x6Pib70XwpJeSsOpZFGEEDQbVQLf7bZO2aj1uq6D1tZtPruBcEnJmUYU29CRNpokyWjWq31fC3NL4Jeffua/xd9CClzPIUsz2u0Ovu/lfSiX7hgw/7s8p6nQNMo9XwM6XXJBT4nMq+o8z8FboG1Lj7drzn6o1QwnxqescreQhFFMdZZR6NVcTMWgk7z6UAmks/BAhRB4nkMr6uBpp8ebXKQcTERt2klMJgyNJO22XxkUwfq2XBl02ffeey+33XYb/+t//S/uu+8+pqamOOecc3j+85/P7/3e77Fnz55ll3HXXXdx55138o1vfINDhw4RBAEXXHABb37zm/n1X//1gRPoN4LNN6KSTUO9GtCo2CRIJTc2aXu2KnmcJFYnhY0z3kpKNgOFbEecpHnjW5sf1E+/NXutrJEaqxAo1xpPnTDCczV+nhe0FAtV4RkMnSjGdz1UX7GhXuNKCIXjenluZFFptoCh1v2/mT+MMbQ7EQAV32VicppdO3cw1WoR+B5q1nKEFKg+xD2NscacG7hMTrUZrtQwqcFog1Ew1pqgk9hWL7aC2PatM8aQGc0gMsLrLRkw6LJvvfVWbr75Zq655hpe9apXUa1W+eY3v8ktt9zCbbfdxte+9jUuvvjiJZfx5je/mUqlwq/+6q9yySWXMDk5yac//WmuvfZa/vIv/5K77rpr0933S8OpZB5CCBrVCsPNus11cKzHKcuyvBJmfvmwMQZ07oqXa+MdKownIQRpmqEUXXd6ScmZglKSivLsgzbLWLUhZAykzIhuO+Rhsz7GkkuRJFmK7miCWV6aKE740b0PcXx8EkcpdowMcf45ewl8t+eeMd0O+en9h7no3H3Ua5VeA8fMCq0JW40mhOCe+x7msWPHEUClEvCEc/eRpgmOmrn/FMnvBtv8V0q63xVobbj/0KNIpbjgnN0IYTWcUm1sntWA7i+7bEMnjGl1InzPYToNqVUCkjjB8z38zOsaTmmWEacJEKC1YWKqRWVHdaB1biZe+cpXcvDgQUZGRrrfveUtb+HKK6/krW99KzfccAOf+cxnllzGX/zFX/C85z2v577+W7/1W1x99dV8/vOf52/+5m948YtfvG7bsBLKJPqSHlSe0zQyVEcAntfbQb1otjn7ZpRFGfFEQjQR2/+OxyTtdE08VIXx5Dr2bTdNl25KWlJyulJcC3N7POo8l6nQXeqZZ+5CUgMtIATi/NMG2sY2hOsDqSSO66AxtNrtbkuXNNM8+vgJto0McfbeXRw5epwHjzzG5HSbBw4/zs8feoTJ6TZpmjE53SZJU8ZOTvDosRM8cORxHjl6gqlWhwcOP86jYycxplA4hxPjk7iuy/kHzqLVDrn3wSMkScJ0GHPokTEeO3aSJElpdyIeOnKU+w8/xvhkiyzLODExxb0PPcpDjzxOJ7IGzsnJKR468jgnJ6aJoojAVaTZMk35FsBg28BEcYyjJEONGrVKQKsTkmmDzjSVwO8pdImiJG8ATFeItF9mC5uu12cQrrjiih6jqeC1r30tAD/4wQ+WXcbzn//8eetVSvGqV72q72VsNKXHqaSL5zqMNBtUAg+jDa47YzQVb3KYXo9T2klJO3MqYQxkYYZONF5zbRIhpZS4nmubBJdJ4yVnKLM9vIWXpdUOSbOMRjWAXChyZgZmHFSZgc4iC86wv1VNX5VzQgicWaE739PdBOxmvcrObUM8cnSMTifh8bEJjp0YZ3yqxcOPHOOSJ5xjV6kNP3vgCBOTLUaGGhw5eoxd20eRAh4bO8lzrnoyO4YbeW6UYbodcvzEJGEUs3vHKEeOHudH9z7I6HCT+w+1OO/sPSgpeezYCU5OtnjQVVxy4Tn807/cS7NeBUS3ue+jR4+TxAknTo6DVJx/zl6SOIZgsOMRxzFhnJKkmuFmDUcpHKXQWUYUx3SiBM91GG02GJuYIk0TwigmTVMC38NdIDdrKTYqVDc5Odnzve/7+L7f93KOHDkCwM6dO1c8lrVYxnpRepxKEEJQrwZsHxki8F0ENjl7bi8oYwyOo7rhM6OZbzTNnj4z8zqMrwYpZtq0zO5ZVVJyJpJlmslWmzhNaHciJqbb86rHeoiXWaDGGlADoByF6zkkaUaS2pl/9LMH+cY//ZhOGLN7x3C3mXc18Jlud3oCjVII9u/dwTOvuISRoQbbhps864pLGapXmW61Z01p+9w5jkO14jPdbnPsxATtToTONJnWTE61iZMUISW+59LpxIydmERKyZVPfhJXPeWJbB8ZAmD3jlGe9gsXsWPbMK1O1LcO00KEUYznOgSe1/3O5E2IlRQkacJkq0U2y6Olc+/eoC1XNor9+/czNDTU/Xzwgx8caP4bbrgBgDe96U0rWv/hw4f50z/9U0ZGRnjZy162omWsJ6XH6QzHdWxoLvA9BNZFulgekc403qxqkDRa3rWdhhlOZe1OsyJZNssy2x9qi1bcCSFw5uznIrejq/GyxbapZOMownYV30dKQeAmdKK4J4xn9cJm0U8kKmHgp4KQEseVaG1XcP7+3ezcPkLgWY/Kv/zsQfbs3IaUgonpVs+8Ukp810FJgec4BL6bhyMls3O5bIVvjd07R+lEESfGJznnrF04SjE63GC4WWN4qMEPf/oAe3duQwpJq90h8F3iOOWxYycRwlDLFb8rgWfVwnOxWq3zpKgB8TyP4YYgM3rei6ZyJMYIdGZoh1H3+zTLOHZynB1ieGDl8I2qqnv44YdpNpvd7wfxNn3gAx/gs5/9LC996Ut5wxveMPAYpqameMlLXsLExAR33HEHo6OjAy9jvSkNpzMUx1HUgoBGrWITIgVLGiFZls373mR9vKaZ+W0GVstMxZ0gSVIcR22oXMJaIMXqGiWXbC6Wy7tb6Dj306NtKaQUeDK/hfuQGd2znExr0jQj1dq+FK1ngEFYQ2HH6BA7to3QrFfwXBdj4Kzd23nk8eMEnseO0SF812X7yBCe6zDcrFOrBRhjGB1uUq0EGAPbRoaoBr6VyjRWFuWRo8f553+5F99zueyicxkdbhDHKQ8/coyR4Tr79uzgnL07eeTx4zhKsXPbMLu3j5CkGT+9/xC+53HpE85huFlDKYmUtv+m5wcYo/us8Ju32baNTWbm3ec8x8VxHI6PT86bL05SWu2Q4WZ9sPWtswBmMfxms9ljOPXLRz7yEd7znvfw7Gc/m9tvv33g83p6epoXv/jFfO973+Pmm2/mFa94xcBj2AiEKTNtV82P7r1vw9ZljCEKQ/wgWPFDt1YJGGrWqPgeSZzaZp9LvPnYRpgxnuv2iO8l0wlZvHy4zB9Zvmx59romJydpNpt9zZNlGWmWoQrhzC3AoNu41Tjdtw/mb+NMxVuBmJMqtNB+sLfetTD6tTHEcYLrzCSPt8MQnRnSNEUphZNIhFlmPS4Q2O2Zmpqi0Wj0PTYpRLcqLgojlJIEftC9Zwhh888LAcwoinEdl1mKUXOWaLr99MQsX0shZ1ANPNI0xculCZI8Sd11nLwXH931LvQ3GMaOn6BWb6Az2yezEgyY5IQ9F+I07UklCMMIbQyB7zEx1ebYyfF58wW+x46RIZqN5Q2UyclJhoaGeMGeGu46Wk6JNvyvR1tMTEwMbDjddNNNXHfddVx99dX89V//NbVabaD5p6ameNGLXsTXv/51/viP/5i3ve1tA82/kZQ5TmcQSilGhxrsGB2iXql0WxMspURcVNEtFL6T3vJuZumtryeoqLjTeZuWhSqLSko2gqKzSdHmROvZH73AZ+3OVSlELgLZmzwuVd6mRIDw+rgOveUnWQxtDDpvp+J6LgZodzpWgbwwgoxG6wyt89CWsNMX+8iY2Z983+T7M0kTplq2ii8MY3RmjUWwqt1KWkmE6XYn9/7MeFAW+ruoBEy6lbqD36fsS2XCxNR0t7IR6BayGMD33K5BNZs0zXpCeP0gN+CzEm688Uauu+46XvCCF/CFL3xhYKNpYmKCF77whXz961/nT/7kTza10QRlqO6MQEpBxfcZGWoQDKhYW7RtWCgWL12BUGLJkN3cvk7rgVUad0mSlMSkC96kSko2JWv4TmHD7DP/dpVDGMdoY1BCIFwBadGWZAE81iwOJKRt3G20sWrjnkeUpPz0vsOcnJxGKcn55+xhz45RqxGnszxUNlt3Kd+efEiPH5/g0CNH+YWLz8N3VTfpXAiBNoZMm7xhsCbO1bmLBryz849m3/8EBkeA1is/FMYYlFDdhO+iibcQAp1pfM8h8FySdCbJTEqJQczxUm5NPvjBD3L99ddzzTXX8LnPfW7RfKh2u82hQ4cYGhrqURQvjKa7776bT3ziEyvKi9poyifMaY7vugw1ajTr1YEbStp+VTY/YqFwghACr+ESTyeYdI7xJMCtu4u2KVhLinF5njWeitDEoNt7plN4KVbrAzk9g3Prg9Gsmd+/xyAQAs9z8TwXrW0YUSmJaArSTtZb7SoAH3DX9sgJYV+sPOkRRgnf+cHP8FyXS59wgFbHhhHjJOXo2EmmWm18z+PAvl1MTrUZn2whhGDbSIPjJyfohAmdKCKKE4SUTExO8+CRx3Ech3P27iSMYx4fm0AbTZZlnL13J5nWPHj4MdI0Y9f2EbaPDi1QcGFy75Oe14OuX5SSBIFnvYizjCbft33w6rUqlcC325wLCo8M1ZmYajE53easQfZp/r/1YtAl33LLLVx//fXs2rWLl7/85dxxxx09v9fr9W5V3Le//W2e+9zn8oY3vIFPfvKT3Wme//znc/fdd/Orv/qrKKX4i7/4i55lXH755Vx++eUr2Jr1ozScTlOEENRrFYbqVSq+v+Jwmc6yJftSCSnwmx461d18J6nEuofoFsNxlK24y7WeSuOpf4oO7qsJHxXJsiX9sTGXyIwnRAiBW3UQnvUUZ2Q2jCfEWjRmWRAhBJPTHdqdiKc86XyGGjVgiDCOKVrIeK7Hg4cfw1WKdhjx0/sPc/45e2h3Qg4/dox9u7czMdVCCJiYbvHjex9iz85tnJyYIssyXEfx/Xvu49z9exg7OUEYxYwON7j/0GOckxtRi+8aUQiVL0nhUZrtvdLadNXNi2Bfcd9zlCLMxYJ9z+aH6sx61gLPpe0oong5jYhe5Donhw+67G9/+9sAHD16lGuvvXbe7+ecc86ycgJ33303AHfeeSd33nnnvN/f+973loZTyfrjeS4jjTq1atB3i5J5isNC2BJdls6BKpCO3BDv0nLMbtOSpCmO2noVd6cKIaxWTrbqvJtTv6/TLCVNV6/zVZT0z+0NVySDp2k2r63HYMtf9RD7xva6A+tlEQgHjJHd3OzV+xpnmK27CTb/SIq80i/LmJzqcN+hR7jgnD08NnbShvQ6EdPtDlJKto80Of/ss/jRvQ+wa/sIT7rwAL5/hMOPjTE+Mc3YyUlcxyGME7JMs3PbEKPDDS55wjkcfnSMI0fHOHvvTgLP5ZHHj9NsVBf01Bjo2ScLYY8xCCGtungGjnK6YcQ002Q6w3OcHktYCKuynmVZXvkrIIMojonihMDz6OQNnLcqn/zkJ3u8R0tx9dVXL3idbMWc1NJwOo1QSlKv2B5zntuHsnZ+d7PhGZNXxNg3KCklaZriumuj/L2RCGHH7worV6CcssddvzhSIYB0sTf0Zej2GTvF2HNArL6tG/bBqOYsZ3YS+Nai8ItYQ8ERiizTa2o0zV+jYWSozvbRIb734/s4/+y9nJiYpt0JmWy1mZpu84Rz9xFGcXcUge/jeQ6NWpXDj41x6JHHefz4OMYYGvUKzXqVPTutvs+u7aM8fvwkruvgKJmrcdvE7wP7d/PwI8c4/NgYe3aOdpXDYfbxE7bbzCKSEZnOcB0XkUu2GANJmlrDSFq9KWHye8yc+ZVyiKIYx3OZqQqEVidkuFFDTg+2LzdKx6lkaUrD6TRBSsG24SGatcqyVXKz2zUUDXTnVqMJMdMXaStSjN31XJIkwWi9ZMixZCbEoKT1rqzEeBJ2QWs4qpUjbB37qthydtEsiqo9Uyjs2zhSzzS9idKrtjN7lzsrX045kssuPpefP/gohx49hu+5XHDgLEaG6ozvbHFifIptI01Ghxs4SlGvJjhKcu7+XWRaM3ZygmbdSqjsGB3miReczbHj4ziOwy4Mw01bxaWUolmvsnfXDoQQnJycpl6rsH/PjkXlSoQQWOfk/JMl07qbdF/sKyFspVymrWI5Ig/jLXC/VMq+gFrVc0WcWA9TJ4ysHEw6WH+8jWq5UrI0p63hFEXRQGqnW516pbKs0VSQ5WWzUtq3s6I8OtMGJaWtcsn0Znn+rQpbpp1X3CVWs6o0npZG5OKcxlhRxYHnX4cxnUrW9HxZxDqZ/dJSNO0tHtYzVflz3V50d7ZAzMstm10e331Ryn+bfZ9Qzky4LtOaThiRZhkSgaucmWUtY1bJvLqt+Js876d4KfNcxRMv2E+SWs0kJSXaGC4696yu4eG6DkpKTF6UUvE9LrngbAy2y4HW1gO0d+c29u7chgCCwEcbzfaRIZSSbBtpMjJURynJ7h3DYOaHWosd2GMQLTCFlU2w+8pkmng8Ipm2xo9Tc/GGPZTjEMcpYRQTeJ5Nws+NqJlUboE7qzI503qeinrJ1mEgA/Pee+/lfe97H8985jPZvXs3tVqNJz3pSbzjHe/g0UcfXXCen//857zxjW9k3759+L7Prl27eOELX8h3v/vdvtd711138bznPY/du3dTrVa58MIL+c3f/E0efPDBBcf4rGc9i2q1yvbt27npppvmTXPgwAGEEFx++eV5Hk8v73vf+xBC8A//8A99j/FUIYBqJWB0uH+huiKZsUhylFIipdVDchwrhuk4aguGIRZG5DdkIYXtcTfrgVKyOI5SOCtI9N4cu3auAOUKlyLmOWlWtzxAyIWXmeW5MlmW2eowbdBZ8VKTWQ/S7I/p/XeaZt1PkqbW+JHW02HDWCrfJtHzkUJ28wB1sZy8pN8ezEKfiSU/mbFVctOtDlGSkma6W5oP1iA0aBxH5mKYGjD22sz3taOk/bgOUkmElFarLX/hcRxFmqZgNAZhVdEFuQCuyo1+geuobqHCwkaTxeiluxoU53LWTpn4yQnaR6ZJJiKSiYjOI9NM/OQk8XRCO4xI08wev1laXabYb0bPa+gbJ4N5mwAkYt0/JcszkMfp1ltv5eabb+aaa67hVa96FdVqlW9+85vccsst3HbbbXzta1/j4osv7k7/5S9/mZe85CXs3buXt7zlLezfv5/x8XH+6Z/+aVFDay7/9//9f/Nbv/VbPOUpT+Gd73wnzWaT733ve9x666185jOf4Qc/+AF79+7tTv+KV7yCffv28Zd/+Zc8+OCDvPvd7+aCCy7gpS996bxl//CHP+RTn/oUb3zjGwfZDZuKaiVgx+hQT+x+OZSSGAxSzHrrVAsnTp4uCGG7xmthjaei4q70Pi3MasJ2m2GXKilByjyJe76hLKT1BBSVUotRnDdrhSmsjDn7yBSPWD2/5NzmtSy9U4XMpQ1mFjjjjRrggAgEw806QgiOjR23oaoBSq1c1yGKE05OtGzbFc/peqGWWCleYL3CYRgR+H7XCFoIY0AqxXKn5HLbbQ+FQCzyclCIaJpEM/3AhJU9n4s2hIemCM7yu0KXSZqh81XbcKntT+couepw6Fob8gstv2R5BjKcXvnKV3Lw4EFGRka6373lLW/hyiuv5K1vfSs33HADn/nMZwA4fvw4r371q3na057G3/zN3xCsQMoe4MMf/jB79uzha1/7GpVKpfv9+eefz3XXXccdd9zB//l//p8AnDhxgh/+8Id89atfZXh4GID777+fv//7v59nOO3evRvXdbnhhht4zWte07PsrYKjFMON2kCCjzNu6TPvCimSxh3H6ZErKI2nxRk0bGcfRpvb5C48FKZrxZwCZq02y/S87wZe3LxDMxMi6her/WTvJUXrEq0NjpIDuRF9zyOKUzpxjOv214/RAMqxgplhFOFqB99buFVTkWawqMRAv+THf25z3oLC4EvG44WNplmDl9OGyEnwPRffm3mJ1cagswwpJJ4r12bcJaecgfzwV1xxRY/RVPDa174WgB/84Afd7/7zf/7PHDt2jJtuuokgCAjDkCgaTF4erKro8PDwPMNm3759AFSr1e53IyMj7Nixg/e///3cd999fPnLX+av/uqveOITnzhvub7v8x/+w3/g8OHDfOQjHxl4XKcaIeybYbWy8p51ZyLWEJB4rkua2bBIGbZbnn7DdsWZOLsIYbHPRqGUDffM/tgxbtgQlmS99sdqllvMJ3OdpUFwHImjFHEuFdAvQghkHqZL0pR2uzMvrG7Dk3oBIcsVYlhwWcYYG0oUkE4u/9wy7ZRKZb5eXqHrZHJjaameoP2wWVuunGmsyX46cuQIADt37ux+9/nPf55Go0Ecx/ziL/4ilUqFIAi4/PLL+dznPtf3sn/5l3+Ze+65h9/+7d/mxz/+MYcPH+auu+7i4MGDXHrppV2jDewJ+qlPfYpPfvKTXHDBBfzSL/0Sz3jGM3jzm9+84LJ//dd/ncsuu4wPfehDHD9+fIVbf2rwXIdmvVoaTSugK1fg2JYMad7jrmRhilwYJZc3ngx0q41SnS362ai37m4ej5z5bOVq0X5ZbVWs1oYkTW0ftxW4wjzPQa7w8SKksI17paTV6pAk9vpM04xWJyTM1cPXAhuOW3hZWuvcM9nPgsBboGq3OPeEFN2XttUgNuBTsjxrcvbdcMMNALzpTW/qfnfPPfeQZRnPe97zOO+887jjjjv46Ec/ytjYGK985Su57bbb+lr2n/zJn/Bv/s2/4eabb+aSSy5h//79vPSlL+XJT34yX//616nX6z3Tv+hFL+Khhx7im9/8Jvfffz+f/vSnF7XypZR86EMfYmJigve///0r3PpTw+xqGZ03xCwf/oMhpe1xZ4AkSZbPxTjD6dd40saQGd01oBb66BVU65XMoo8nXKGgv5L7glIS33OpVLyBH/bd/Di1sjB4kShui1WsunYYRmRakyQ2SX4t1LOLUO1CQ7T3U5vjpyrLp0I4lcWrdWXu5XSUXDtPWckpZdVyBB/4wAf47Gc/y0tf+tKe5nxTU1YK/zWveU2PkfT85z+fSy+9lIMHD/K6171u2QurUqlw4YUXcvXVV/Oa17yGnTt38t3vfpc/+qM/4kUvehGf//znGRoa6pmnXq9z5ZVX9jX+F73oRTzvec/j4x//OO94xzs477zzBth6y0YaLHPDHWmWYYwtmZWLvDmtdj0byalYr6MUaZYRR3G3emc9PRKnat+uFVJIpDCLeo362b6iTP1UstpQ1ik9hn2stlCCX8kYu9uWp4ENugyTV9hlmV40h6gfZncBEJmmUauQpilCyFUfA9sYuJB86F1WkqZI7Pf+aEB8MlxyWd62YNFxFN9rIF1lS6P1rnwrQ3X9sSrD6SMf+Qjvec97ePazn83tt9/e87CpVCpMT0/3eKEALrroIp7xjGfw1a9+lZ/+9Kc9VXhz0Vrzy7/8yxw+fJh/+Zd/oVazIme/+qu/ylVXXcU111zDBz7wAT784Q+vZjO48cYbueKKK7j++uv59Kc/PfD8WWoby24IxpDEMXEUMTU5Ne+mtFYPfK0NaWYTqDcyrGGModWy+iYbvd5CI0ZJ1Q3prNe6TsU2riUm1xpKF/IcGdsJfSkBSilmNIJOFVk2SxxyQIwxtNttYHMfQys1Mvj4inPUFgVkA3tjwygljhLayvauHISiinB2AUtxvk1OTdKJUjzXod0JMUZjspW1LUnSlE4YMjk5RbvVwhEapazpECVJT+gtbWiiEwsbT95IQEeHdCYX/j3LbPNfYwxTk1Or8mwL1te42bxn8uZixXeum266ieuuu46rr76av/7rv+5J0gbYv38/99xzD3v27Jk3b/HdiRMnllzHP/7jP/KP//iPvP3tb+8aTQUvfvGLaTQa/P3f//1KN6HLU5/6VF772tdy++2387u/+7sDz68cBzVAZdtqKLrXB5UKzWZj1cmGi6G1JklTvA1uuVK8jTWbzVPyQCq2W+X6MesxhlO9jWtF0Y5irlRB0cKn3qgvHr4QAs/pX0JjPchyjaSVUBzDRqN//bSNRhudh4gGv0cU21dv1PPQ6mAPe9eLib2Uei1AqgFDfSxgOOVjiuIYLUIajQYqf7mpVldWER0nCdOtiEajQRgnNJo1HGVb0PhZ1tu2qtkkHo2IjnVI29ZQU1WHYHsVd2jh6r8Cq8+lybIMb7q9aYoSSlbOip72N954IwcPHuQFL3gBd95554Kl/FdddRX33HMPDz/8MJdeemnPb4cOHQJg165dS67nkUceAWz+yVyKpN618vT8wR/8AZ/97Gd55zvfyXOe85yB5t3oG+dcAbutuo5+1r3RFMaSrbibL1q3VpzKbVwrZrbBChkWGGNwpbJKyYuEiuQm2PbV7v/Nfgx1ZpByaYHHpei5Bww4r5drGsmV5DmZGZHe7lfGMN3u0OqECFEsc3X7f2ZegyNN95zMtLYCmnOW7Q8H+MPBTJrEWIf40ASxNrg7qvh7GwtqXkkpbEhwAS/2oC++653AvTnP5M3HwF6/D37wgxw8eJBrrrmGu+66a1H9oyLf6aMf/WjPjfPuu+/mm9/8JhdffDHnn39+9/uxsTF+8pOfMDEx0f3ukksuAeB//I//Mc879elPf5pOp8NVV1016CYsyIEDB3jb297GP/zDP/CFL3xhTZa53ug8vHSqc0VONwqtJ4MhjpMtnY+03hSVQkKIPGfEfjT5fxeQICgSb0vWl5XmPZo1uK/MVvIenPnmQfGvKJc4KEJ3cRyvuirWzjqzvuUqEnUn5eQX7+fk/3qA1o+O0b5njImvHGLszp+SnOjM35rcOEvidN52uQN646RY/0/J8gz0On3LLbdw/fXXs2vXLl7+8pdzxx139Pxer9d52cteBsBznvMcrr32Wm699VZe+MIX8rKXvYyjR49y880347out9xyS8+8H/3oR/n93/99PvGJT/Abv/EbAFx22WW85jWv4dOf/jRPecpTePOb39xNDv+v//W/sm3bNn7v935v5Vs/h3e/+9184hOf4Dvf+c6aLXO9kFIShlG38mS9wkpnKgJb1ZNmGUma4Kiyx91iCCGQSLTIKzzJDSbMvCTmrvG0yUUyTweKMvhBKApO2p1oWVX19aNYb+/Y5RwPFAKEVLTbIX7gdQVtB16b6d8rZ1LNyb97gGw67h0quUH1dw+w7ZoLUDWvZ74szRBC4HsuYRTP/FDeU7YkAxlO3/72twE4evQo11577bzfzznnnK7hBFZK4LLLLuPP/uzPuO666wiCgGc961m8973v5WlPe1pf6/zzP/9zrrrqKv78z/+c//Sf/hNRFLF7925e//rXc8MNN3DgwIFBNmFJRkdH+b3f+z0OHjw40HxNr0KYJsR6gxLEASVsKwghbX+pdUp1OmMpbqSu45CmKUma4swSTyzpRQiBI21/w6x0J51yCuNVDloNB90WISvN/1oti8kD9PR2yzfLcWw4OAxjEpVRCby+uwHYdjoCY/K2MnPmme3FKpYXHpogm4pZEGMNq/bPTtB4yu6enzKtCXyPRlbpNZwGPD5lVd3mQJgyBrFqJh+bQAhBlCaMdSZX1FG+X4wxRGHIzu3baNaqIGxTS8dRa9o+5FQmh09OTm6qxOmi31mWZWuynzfjNq4FRTguyVImJieXTJw+HZLDp6amNm1yuMGQao2r1LItmWY/AqI4wXMdplsd2u0WO3ZsW1Fy+GoQCxgHWmuOj08y3QlxHZf9e3bSmp6mUg2QQtIJI3SuKF6pBt3w8cz8ec9C8pCUtLlMDx06wvDwCL4rqdWqXemDJMkYOznBWbu39yzr5JceIH60teT4ZcVh+7+5yDY51oCw63YdxYmJKcanprvTuo7DE849Z9l9Mjk5ydDQEL+2bwhvHeNpsTb8xeEJJiYmaDab67aerc6prQc+TSguKk857KwO8Vjr5LoHIqSwZb5GW6E5q5dSvi+sB0KIrphfmqUos3Jxv9OZYn84UpVCf6cYk7uOljtHM60xeiZ8ans4KlzX6Tao3eh360LZfzY2DalIBp8J1UkhUUpSqfh0whiMpt3q4PletypOCMGRx8b4px/d272Wd24b5qLzzqYVxsjpDttHGl3nT5YZwjhm7OQku3dsQwrr7ZJSouM++jUmmiwzfOVbP2Byuo3nKpRU/P8uewKe61CvVnIdKn0Kw6Elq6E0nNaQIlxRdX1ayeB9+QZh5nor2qCXF+B6Ym+4AiEdkjjFoMu8pwUoHnpKqrJC5xTTj73TanUQMjdUckMrilMC3+2Grjb6ziLETNVlYbQJRzFUrxL4Hp0wzr2buqu35ihFo1Yhjm0HgKLiOgh8lJSkWYbnulz5lIuJooRv/vM97No+2tUae+iRx9m7ezuB63D/w4+ybWQIRym01jx0ZIxjJydwXZe9Fbns7VY1PQyGKE544gX7GR0a4tvfv4djJ8bZv3sHx45PEKcp1cDnnLOWriyfy3r3kytfvfujNJzWgZobrLvh1H0LFGWi7UYihcTz3LyPV4rjOKV3ZQEEVpG9W1V3qgd0hiEAVy3v+UuzjKoX2BYnrkOSZNg2JIJaxd+Qsc5lthRBGCV0ooiheo1atULFGEw2gTGgzfzKN9d1iOKEaqVCnCR02iGe79qcL62J4oQoSTDYquTj45NkRhDFMQ8/8jgjzRrHjk9QrVQ49OjjDDVq3HPfw5y1eztT020ecSV7lzmZgwtGMNqu794Hj+C5j9OJYurVgPsOPcqxE+Ps272DRx4/Tq0aMDKn88VSlDlOm4PScFpjijYH601R0i2EKJ1NG4wQIk8az0iSZMXVPKcz9jqQSEneFqg8SfvBhqHWYjk2JLXceSmVzKtHU3Rm8NZJt2xQiqa+JyaniOOEerWCUhKjNSrP8VlsPxXhPN9zUVLacJiBqVaH7/7wXtphyJ4do4w0azyA3efnnLWL7/34PsIwYnS4QeB7CATTrZBWu8PJiSmyTONUAto7HaqPzy8EMhjEtgD3nCYGg5SSvbtG2bVthJ8+cJjDj40RRgnT7Q7Hx6dsntx0ex33Ysl6sTmuktMIYwyJztZ9PZ04ZkhrHCVLj9MpQAibkJ9p0eN5KkN3M3SbvUqJybLT+iwV0nojCw2kVS1rjYwnw/K93Bwp0SYjSVKm45BGrbJuoq+D0okiwiihUa10jaU00wgpyfUvF7zeXEeR5snYjmOrYIUQDA/V+cWnPJFDRx7n8RPjpNnMfXp02BZqjJ2c5P932RO6quVDzRqNWpVGrYLjKHaMjjA91OJwcoyz4yq6ZcWZtYKHVIfzr9hvPXepzYWanGqjlKITWo/TUKNGkqYMN2toXWV0eLAE7FIAc3OwOa6Q0wghBNPx0g0h14Is0yRJihQuEl0KCp4CZsQfIV3nNi1bFSEESliZgrmtWU43ZufkDMrsfnJrlTCsM4MR2bL3BvsS4JBpQ5TESCVRm8CDKhA0qgHbhhvdHnJaZ7kXbeFrrEgGL4ZfXIvDzRoXHjiLaiXgvLP34OXeqF3bRxgetqGyS59wgDCOGWnWSdKUJ5x7Fru2D+Oo83j08eMoKakGHr6rUJdKtu3bzcTRCY48NoYJFFVRo1azgtBSCi48sJfJqRZxnHD23p0c2LfTVpO6DlOtDs16jfqA7WLKHKfNQWk4rSHGGNpJRLTCppODrqsVRlQrQVeZtmTjKcQfXUdYBWNsbk9pPPUipUKdxhpPRttmuCvZPBtWs54RK4+wdvtoufEoZSu+lKfwPZcsL+k/lRRrd10HIUXXaAJyzbr515fWtiJQGxtunLsNw806w826XW414KLz9pGkKUP1Kmft2sGJiUn27ByxLVcyjVcNeMK5+wDYs3OUPTtHe5a3bcR6ikb2jDCyZ6TnN2MMSoru/IVnyxg4MT5JrRpQqwUYDRNT02wf7Z2/ZPNTGk5rRKY1U3GbyXi+5L5SkuF6HQS0OyFJmvW4iVdKnCRkRhO43vITl6wbxVuu67okSUqiU3vTL42nLgJQUqGz7LQNLa/UJlxBV5Q1xJ6jhbes0CzaDDlpvufimV6tL51leJ63gEimYboTMjHVwvc8dm0bQuZ954qwmzGmR0ZEYMUvozhGa02WaZtHhVlVyGrudT+71VCrE5JmGUpJfNcbODZWJodvDkrDaQ14dPrEonlNSkpGhxoMNepIIRhp1onihJOT00y35xtZ/RL4LtpAqx0ReEt35y7ZGKzxZNu0xHnS+GZuAruRdI1LIMk2TmG/ZGlcdzkl/A3WcKK3T9zcS0cbkMphtsVhjCFJs27+TxSFhGFAtRJYNe/ZDahnLUtKgXIUnSimUavSbrep16vrtWldEV0hBNuHh2jWq7Q7g1VflzlOm4PScFoDlkoGr1UDGrVq94SUUhL4HtuGG2RZRidaRL5/GYQQVD2XKI5Js2xZdeCSjaHQlMmAJElxXAdVGk5dbF6Ywqyjuj6ANnrhZ76g64HYjOHtjfbGLeVh2ozNmDNTePYyVH4Y22HIifEplFKMDjUwmEVbI82+EoscRZ2luE6VKM2oDdC3blCUsu1hqoFPJbBSD2sReSjZeMqn7TrjOc48+X8hBJ7r0qzXiJOUbAVJs2GUAAKtNWGUrHlezWrd1WcyRc6KEJI0TUE5XaG+M53uw2qdH8jGGHS2yZ76fSBOsZitNja0JU7h1b+csWYw6DTrtloZn2rTiWIquUHiOjNGk+Oo7vIWuvxcx0Ebmx9V8T2iKMbzvK6s8JpsT35/F1Liuy6B76GkpBPGnJycZvvo6DJLmEGwvuG08g7VH6XhtM4sdg8QQtgLSMkVGU7GGOvRcBSdMKRa8Vft2bCl1HYsWZaVDW1XQVHZ4wqHJM2QRpRJ47OQpzaxZ9NyqnKLCq/T3ONySs7W5VZqIM1SpjshnYlJsvz2Wc2NprnX2FKXnBA29y7LMqpBhYmpSQLfX9Pt1tpWPevUtsWabnVsVXSaEieDFRLZqrr1zHHaei8bp4LScFpHlhPDzLRe1Y1S55oxnTixvepWmU+TZVm3FFoIuaZNg89Eunk9jnXJJ0m6aTRyTiXlOdXLqfLuzD0Ms49LcV/SG/0g7fMelmUZft4WptUJEdLer7TW+X2Vbq+6pVcnqFZ8JqdbDDVdlLSSB46zdi+NxS1eSonrKtphSJQbTOULxNakvIuvE1II6tUKtWpl8Yt3lW+Xxhjb0iLLiOIY1xlME2QuWaZx3VIFe62RUuIK0X3DtOGD8s2upGCWwcJcr5NY0mPSnW9lOgiLzju7Emz275vB6LXCnppmvYZAcHJymlYnJIxi4jjJBWkVo0PNvpTQHUeRmbzy0/GJ4hTXddd0WwvBTjMnRq0HzPUrk8M3B6XhtMZIKWjWajTrFVzH7RG2W2jaVV+cxuB7Hq1OaI201S2N8tJZH7ptWnLPk867zm+GB9HpiUAIM+ttXyx4ahs9mNEx16CYPW/xl+j+/9zlzs5z7Flqd5yZ1hht/TxS9h+UybTuhtl71ijELC8yeZummfGkspjH9AzXAHGc4noaIek2w81Hu+AY1vtcNsYg8nVrbaUTpJRsG24wkms0GejuB0f1/wLYqAZMt1oEgU+7FaG1v+apClJK5CqXuf5yBOX9qB9Kw2mNKKqpmvUKI83Gsl4bYwxZtrpQHdgbpu95hFFMkqT4nrv8TCWnhMJ4Elil8SzTpXdvnVBSQj/7to9Jims0SVPSvJw8TW1RR6a1zQ/Cen+zVOO5+QvTnFL4wrCQYqafWrH8Yh0SASt4uDpKDTyfECyqdG+MIYldKsGM1Ik2Bp3p3OOTT5cbXEV7F/ud/f+VSHEs5VExBpSw+y/VonvtSCnnHOrB95/vubTaIUOeT6vdIU5SgjVKVSjG6TqKSuAxPlkKFm91SsNpjagEHiONBr7n9mk0Zd1Y/GpwHYdq4KGNptUJS8NpC6CUspIFWiPyPnclm5cZTaGZh3UhrDiTVygAjRY2TC+tIBGLmQGzhRhno/Xm0riabfyovCJyLlrrrlerMBTTLENnGrWmuULWE7ceni0hBJ4jCTshHg5ZmKGVRi2rc7U8crbnyxhWYzSVLVc2B+Ude43IMo3vu/bNbwmMMaRZRhQnxHmLgJUipWSkWSfwfYwxTEy1SGuV8kG8BZBS5M1IM0xeHQmbI4ekZGFsaN0eJydzSGTcU0BhMuvkWio8XyxnM7BW59p8j4/1+IW5IvcgnietDVGWYDB2uWKmGrUIwa1HQrXJDF7mQWpwUBgMyVRKqjK8hotYo2O2mvs9lDlOm4XSwFwjkjQlSZd/W9Tayu4LAa5S3a7fg+AoRb1aoVm3XbulFPieh5CCTpSUicdbgOJh4rlurnyclsdtkyOFbX5rm736PT3UCikPrbMlj6OQYtOEZ9fzbBNC2JYiDCbqabShE8a0OxFTrQ7tMOoaTDY/SyLWeP8ZbYinkp4d0m3TkhniyXhNrk1jIE1LwcvTgdI1sVYY63VaDqXsTbfTiWy1lWN1fvpBCEGjVkWajO3bRnqSF6W0D+EwjqhV/NJzsQXoGk+emxveGY6i54FcsnmYW64vZ+cpAQjraTHGIOQiIgNdMcbT+/q0IrACz7jEaYKR/RVCeK7TVdWeizEaIVa/74zJTbncGMqibEkr0mjIIo0TDB62KwwuMatkYDWUyeGbg9JwWiO0MYxPTltdkFkX/kIXeZh7haIkoVYNug/N5fBch9GhOmGnM++ttRDUHJ+aJkkzPLdUqt5K2DYt2iqNo0oNrU2MlQHRXWFDUeQ1zQ6Rm8WexYs/oTfc47gB61NK4mKrSft5Ji91zhdVdasvRLa97ZS0op9ZtPwLbxZnKzKc7ProNbBXQZnjtDkoDac1pB1GJGlGoxpQr1XxPRdtZlqXFNUzvucw3UqIkxRHKyqBTzLdXnb5w806ruMQLvCbEALfc1FSEsVxX/olJZsH+4YuEVJYRXi1eAJxydKs1AAZJA9HZ5uvj9ugbMS5VVQbAwsaT/PGsKThBKyiHUxX1NNY0SYrXWDy9lLLLHOFx9qu0uThxY3uRFiyXpRP1zUmSVNOTE4z3QnZvWPUao0I21alHYakaUYl8FCOw1Bgpf3TLKOTG12LoZSk4ntL3uwcpaj4PmEUU6tWyuayWwwhBEoIhOsQJykGU7ZpWQGF1EchpbTo7hOzH5czJeKzi+EEM55bG+JZXVXUmUhhPAnEjGxBV8KAGWPKLO2UygxoYXtArpQ0zbqSEspVNum7j0O68lUajMnPoTWwtKURSLOOobp1XPbpRGk4rRNxkjIx2WK4WUc59mbsSEWsU9phRL1SIfBt8mS7E+IotbTh1GfoxvdcptudMtF4C2OTxh0bwjXGaj+VxtPgFFpDi10KZrYHYM5E+e6eXSWrtQ3RrcZuOlMPoxCip43JjIAoDOqJMSZDiRV6FaVAJ9ZSMo7NU0MBy7SMU/7KHpVdTStAG4jjwXrTzaWsqtsclIbTOqGkpBJ43Wopz3OpVRWuqzg5OQ1Yl3HRy265B6PWy4cGjDFEcWJDPOUlsGWZXXFn27TYHndL9T0smWFNXhpmq2jPUgsvPCVaL97FbcHQj6BbXl/Sqw81KFrrFVUji1yHqlLxe6xpr+qSTmeYbOEjKl2BdEWPUOmg47fTbv3wbomlzAVbJ5SSBL6PlJKpVptW22YmuY7DtuEmUkqiOCHNE8MD3yNYQrxSiKVNIWMMnSimHUY06zWkFGRa58tPl1Upn7khrGhzS9aBQmlcSUmSJKtuCn2mIoRgfHKaVGuEkLQ7ERNTLWQuDTA+1SJdpiJWa00UJ0gpSTPNg488jl5gnihJeeDho1afKzewhLCeq+WMpo0/tlvzYtfLtCqa2wpnNkXj9dnFF1JKvKaLClSP70sbA55A1Ry0MUy12oydnODk5BRT7Y7N2RoEsfqK2aKqbj0/JctTGk7rgOc6jDQbVmLf9zDAiYlJ2qGVIFBSEkYRU60241MtDIZq4FOrBrhOb5PdIul7qFFd8qLLtGay1cL33K4BFkYx45MtxidbxMnSGlNa6zUTeStZO4qkcaUUSZKWxtMK0MbwvXvu59HHT6KU5Ic/fYBv/+CnJGlGJ4r57g/vJc5bqMRJmiuEWw9DJ4zR2tCJEn740wdJ04woTrnn54eIkhQQJGlGnKYIIel0En56/2GiOEHnlbMGm1sTRvHSAogbfPmtRWn/qSDL9KJaTgv1EOwHIQRu1SF2NdoXuM2AaRHhVhRRnDA+Oc2xkxOMT7U4Pj7F42MnOXZigpOT031rMxUV1+4qBIoFM5V16/HZemfDqaEM1a0DzVqVZr3avSkN1WskccLx8UmiKCGMY6I4xnEcRhp1KhWfLNOEU9OMDtVJM82JiSmMsQbVtpEmrlo8z8UYw1QrBCNo1qrIXEvGc137lpvnzCx1k9S67Ju2WSlCDMK1PdIwZcXdkojeXmBKSoaaNR4fO8HenSNMTLUQUnJifIpOFOO6DlPTbb730KNkmWbH6BDn7NvFj+99kFYnYvtIEwH85L5DxEnK3l3bEAaM1jx05CgPPzZGmmacvXcH20eGAEMYJdz74CMMN2vUKgE/vf8wWmu2jw7xxAvOxnUWSPovE3OXRAqD0ZosW1pEdHa++aAoYTAiA5HhCADBxNQ0rU7YbSsDdD1QrU6I5zg9+VtzB1M0JpZCUK34tDteX2LJJZuX0nBaB9qdkGa92m2g6bkO9VqFo8fHbQ6SlFR8n2rFpxL4eeWdYNtwE9dx6HQilJRkOsPzXALP6y577puUfSuO6IQh20aaXa+UDfMo3D56RRWCcJKt+QZ6JtCtuHNs3pM2ukwaX4wFrpGzdm3nhz+5n/sPPcZQs07guzx27CStTsjoUIOf3neYWtVnx+gQP3/oUQBOTkyzd9c29uzYhhAwdOhRnnTB2TNPZSEYalSRUnFycor7Dz3KcLOBNoZ//tHP8T2Xi8/fz7e+dw+1aoXtI01+ct/D7Nuzg5FmfYGweOlJXAoBYAxZmiKXaG216jyyXAVeSUGUJIRR0mM09U6aFwz0iZKSWrVCO4wGD/VRiDGs3zVf5sb2R2k4rQPtKCbJsq6ydxTHTE63ckkBn2atSq0a9Dz0hBAEnofOO65XfJ9MZzTr1SXXlaQpE9Nthho1vBU+SE2ua1I+hDc/ViHesblreY+71STangkYY2jWqziOw0/uO8RlF5+L77l878f3YQyct38Phx87RjuMMAYa9QrbR5v4vsuhI0cZn2px0Xn7UFLieW73gZemKT++71C3JUiSpLbtSqZJhO1DGUYRnTAmjGxLj0atWuYRrhKtNc4iOnVrdR1YD7zNS1NSLlF0N1jC92rHV8oRbA7K2Mw6Mfetx/d9dm0bYde24XlG02wKBfBGvcJQs7ZkPDzLMiam2viuu6zG01LovFqofPhuDWxpt4OUwuo9nUY5T7rb883M+6xmOz3XYahRo9UOGarbULoxhkrgMdSosn/PDpSyXt56tYIQghPjU7aII4rtS4kUfO/HP+fkxBSQK1An6UySeH75KKV46qUXUg18Hjx8lD07t9lijUx3Q3flpbZytNbrXp2YZRqp7EvKcLOO7y5cuGMMA4fdbLFO2bNuK1N6nNaBSuCh5EwOg+95bHOtqvdyFMngnuvkZc0LU8TYtdEM12srNnpsibVdT2k4bR1s0rg9xwrP0+nQpmVqus10O0RK+6ZfmEq+69CoVQCBmRcaET2FDUWvOLANXMGGSC4+bx9n7drOULOOFJJnPPWSvPrV46Lz9rNr+whZpmnUK/iey3ln7yZJUhr1KrVKwC8+5Yl0opjhZoOnP/liXAVXXDZCqx3iui4YQ7NR48onX8zocINmrUoYx9SrFfbt2UGaZtSrwcL5TSVLMtto1nl15FosU2srlmqvnZnftLYRAykljVoFz3U4OVnkOvWef61OaPX6+swRXUrKYjnKliubg9JwWgeKt9OCIj9lEKz8wOLzFCGAbcPNVatLa2PKxPAtiMjLqh1XkKYZ6jRIGo/ihFan06PWDVCvVqhVK1Z7et5Tx8zT4FEyD1/OOq3rNbsMAG00Q40q1hAzOEqybbgBzLxAjDTr1ggTAm009WpAvRqAEAw3a0RhSLNeY6jR++Lie0OAoFGv0MCurxIUeYpiXb1NNufGIOX65sKcCmZXJFoh7tn/XumLI3SiGCGgGgQz69IaN69OLl5md4wM0axXmZhqMd3udKdN0oxOJ6ZeC+YtH6xhlqYpIs9lXY1/uGzyuzkoDad1QOdenPUiSTPaUZtmvYq3hPZTPxhjK1XUKkpkS04dM0njtuTdGIN7GvQplNJqJBchjbw4dID86YXzvooHrlggNL3w9Pl3hm7OIthQfCzsOPtZTj8YA3N9EbO6kXT/XeS0mVkhdvuxQrlZmmKMwHGkbT2zAFtSimBO+5ws0922RCvBem0FgecS5S2Ouoay1vNyUB1H4TgKrXWP4ZRlGWEcLWI4WamYLEqQEgLfx+j+k8lLNielm2EdEN27/NpijCHNMqZbbVzPoRL4a7TkMrl4qyOlxHFseLfQENpquU99jXeNTtPNuGeKXniz/6fzz+z/YfIQZL4RUlqtL3sOqLw03ixZNLDVCgoM8z3jBlvRVhg8xpjuy8Mg2E4L1gCyfeyYZzjNJorn5zSlWbZg5Z2UkkoloBJ43b6Hq/HuCyPW/TMI9957L+973/t45jOfye7du6nVajzpSU/iHe94B48++mjfy2m327zrXe/iwIED+L7PgQMHeNe73kW73R50F20IW//VdBOSJJm9sa2xWWqA6VYHbaxW1Frc+NIsw3FX9sZWsrkQwirTp2lGmqbdN/Gt9IDsCcfM+r7rUVmkLcbpwfLbZoDMmCWlQ3QuL2Id34Ys93AUCdVWemTrnBNA7o4zCKPw8Mg6GuMYUNbLlqYprU6uZdeo9CUyWRhb9kVDkyRF9wR7414sAb3IcSpa6BSeP200kt576ew0DSmzbiBipaHUzZbjdOutt3LzzTdzzTXX8KpXvYpqtco3v/lNbrnlFm677Ta+9rWvcfHFFy+5jCzLePGLX8xXvvIVXv/61/PsZz+b73//+/zhH/4h3/rWt/i7v/u7Hm/vUkRRxN/+7d/ypS99iR/+8Ic8/vjjCCHYuXMnl112Gc997nN54QtfSBAs7B3sl9JwWgfixF6IxqxtvkkYRnSimEatsmYaPkZrZBmmOy0ozge3kCtIM5xcdXyrUDyUFtKrWUxL50xjucve6LwyUWq01rk3ROdq6Nbr4ayy9cdGk0UZTuogECgUJjG2Ma8EU7eNsKWQKEfOC90ZY4hjG4rzPbd7ncRJShgleH5AJfC7RlBmDJ7n5blPvTvbc12UUgzVa0ipSLMUgehWSnfCeJ6uU6HlR278+55HrVKxnqct5hWeyytf+UoOHjzIyMhI97u3vOUtXHnllbz1rW/lhhtu4DOf+cySy/jUpz7FV77yFd7+9rdz8803d78/cOAAv/u7v8t/+2//jTe+8Y1LLuPxxx/nD//wD/mv//W/cvLkSZu36DiMjo5ijOEnP/kJX/rSl7j55psZGRnhTW96E9dddx27du1a0XYLs9X8+ZuQH91737zvzt6zs+ciXS1JmjF2cpxatYJOYoaGhla97ExnpGmG567dOFeLMYbJyUmazeamGdNas1HbmGX2obnRxtNKt88Yw6PHTjDd7tiCBwRJZsMizXqV4UYdOUCIqQhHzc1DKrwwZhWGmMHQbrXW5DosSNKUbBkxRdtyo9fokVLmOWF2mztRhKscK6+QafsSpw1p3q/SSp64S54Tm+k6zOKMZHqJkn8FXtMjSRKK/o6zx5xmmp/e9zDHx6e48skX4ed5od/853uI44gnX/IEGrUKUZzwLz97CCUlZ+3ezj/96N55FXRPuuAcdowO8fjxCe479AjtMMRRip2jw5x91i5+ct+hnvwnsFIYlz7hACNDDRylGJ+c5sc/f4ipVgeB4KUveNay+2BycpKhoSH+YM9egnUs5Am15t8/+ggTExM0m80VL6cY70UXXcRPfvKTJae9+uqr+cpXvsKDDz7IOeec0/2+0+mwbds2rrzySr785S8vOv+NN97If/yP/5E4jnnZy17GNddcwzOf+UwOHDjQM90DDzzAN77xDf7n//yf3HXXXTiOw7//9/+ef/fv/t3A21e6GtaJTGfA6hK3Zy9rYmo6f1MJmE4Xl2OD/puFxlGC46i8LHdzJCwaY6tQsizb4Bu2mJc/s3Zr7112UfmkzYzcxNwk4AWWMDBSCpSxTWkXymk51Q/EuSx11tpqpP6baURxguc6JJkmSRM8x6VamckJXI3RBOujsNzPiAx0G9EWY9BaY4yY6WVp7LEvphW5XIOXt2JaLGF8s5J2ltE8ysCkGs+dqYKbjZL23HnoyGNceO5e9uwYZWKqxX2HHkFi2L93N/VqQKcdk3YShrcNk6UZhx89xlm7drBjdKi7rEoQkGaab/zzj/A9j3PO2kmrHfLY2El2bh9hdKiJ77kcfmyMyek2F5+3n0rgdYt4TN6O55GjJ6jXKuzcNjzQvtgoAczJycme733fx/f7z6k9cuQIADt37lxyOmMMd999N3v37u0xmgAqlQpPfvKT+c53vtM1+BfiQx/6EO9617v4zd/8zSWNvXPPPZdzzz2X173udUxNTfGxj32MD3/4w6XhtJmI0wwVJ7iuM9Bb8lyMMUy3bCfu7Y16X7dr3UcjWNvtPSaM6LYYYMlxboBjMs/JaLVb9hG52FjM3H/OH9uCJeuzvityZmb/ey5FMmdfCJCiVwumZ0lzDKewE+LM7j/Y1aVZqCJzrk7RvFUvbk/kBlqazIytSFAttKAWqgw7VSx0LF3HoVrx+zZVRG5kSSmpOArXkUy3Oj2G01amqLxzpEQKiTELJTJbs0pYAQeEFDPG4haqqDN6vtTEQuhEoxbJ1RRCsGfHNn7iP8yRx46zZ8cojz5+AikFvuPQmg6JJxIqxuUXzj+vW7F4xUUXoioOFx44K1+O1QMbn2rRaofs2jbKefv30KhV7EuQEOzZabXA4jglTVMuu/iALeIxkJlsVrcewb7d27ngnLPWaletKfv37+/593vf+17e97739T3/DTfcAMCb3vSmJac7ceIErVaLSy65ZMHf9+3bxze+8Q1OnjzJ6OjogtM88MADA3vHGo1G19haCaXhtE6MT7SYlC2qgY/nugS+iz+r51y/2G7sCUP12swb5bLzpMsKxMVxQpZpfM/rlibLpTSANiSgW6hEZ9SqSyW/9xpBRaXRvKlmTWTsF2s52FUxU0K+gK9poe1eJGl65vfF1yXzOv5iEcYY4iQhSzMcx8HzXPxVKM+vGXmSbVEdZgw4KJSSA1dKSSGJkxQpRfel4HQj0xqTOzN7jF9rMfUcTykkRtpE6M1ZU7gwfR/2ZaYbbtZoNmo8duwEcZJy9Pg4e3Zso+a5nLt9p/VozHpREkJw0f59PDw2xre+b0NN9WqF8/bvphr4nHPWLh565CjT7TZ7d25j/96djAzVrYq8EN23GZFLamhtjVchZffePPflrR/yQ7tuFMt++OGHe4yRQbxNH/jAB/jsZz/LS1/6Ut7whjcsOW1RNbfY8osk7na7vajhtJqQ4krnLQ2ndSLJw2lRnCClxHOs8nGjVukqPi+HMYYkTTGA5zkz2i3LInDdxZPHbdluiu+7VKuVdW9fMAg2kTPaHA/ydcKGS1Jqa1QZuZL1a627wnxhGJEkKbVa5ZSWqc827IrQsTaaLBNkmcFR9PXUsFpWCpsuZD1PtYpPmhYhH4PO/TYSgRRyweWuNpw3CPa6Hmx9RYNZmesOQW4szbbBZV5mnm9fkqU48tQVC/Rz/+rRT5LYY7PMbEbQG/qecw5LaT08P7r3QY48Nsb4xDSXXHgOQR6aWij0KoRg//btHJ+eIkoSjDEoJVFKctVTnsjRsZM8cvQ4P7n/YQ498jhXPeWJVn1+dtpD7qUyubfJeq3s8brn54d49PHj/MrznrnsPukubp1DdYUcQbPZXJFR8ZGPfIT3vOc9PPvZz+b2229f9l5SrdperFEULfh7p9PpmW4Q2u02ExMTDA0NrWj+pdhapRVbFK01YRwzNj7JZKvdLYNdDgN04gTfde3NfS3HZIw14NZ0qSVbgSJE53kulUpAvV5D64yp6TbJCnRw1orZejxaG4zOS82zjDTTA9kVApsULqVEdUNapptfVmRLKWU9WkrO/2y0AVnUES72mTe9oJsUXvTzyzLdq/GUJ8eDNVq8vMehYaYcf6OO9+wWJ1lmm5kX/12sF6EQAuUvb+gZx6CzvMfhItt01u5tGGP48b0PkWnN6FADTznL6io95Qnnc9VTnshlFx2gVgmIooRWO2Tf7h1c+eQn8vRfeCLHTkxw7MRkd8zd8WOvNZVLF+RfAjZpvLLKsvjNxE033cRv//Zvc/XVV/OFL3yhL2NldHSUarXK4cOHF/z9yJEj1Gq1nqq9pXj44Yf5zd/8Tfbv30+j0WDfvn00Gg3OPvts3va2t/Hwww8PtE2LUXqcNhBjDCcnpgk8b1nxSqvobYiimOFmfU1v4sWbqqLsmXWmUygiNxp1Wu02nXYb7funxONnzJwMJ7HEb2uAI1Xf/cXWGysRoDBmKSOhdw+Y3PrTeo5R2Q0V0fVSF0aLktJKFWSawi9iPeBruDELjTxPSrcNbgvvGGS5V891FK7rLNiayqkosthq4y3oGQqsl1Qbux8ELCixUq0EjA43uffBI1x07n4qvsvU1MKejtnjPjk+ydHJCQB2bhtmfGqa7/34Pvbu3MaOkSGiKOHcvbsZqluJAb1AA197qGaFTqXkvHP2ctG5+5Zc/1w2a8uVG2+8kYMHD/KCF7yAO++8k0ql0td8QgiuuOIKvvrVr/LQQw/Nq6r73ve+x9Of/vS+7kVf//rX+ZVf+RXGx8fxPI9LL72UZrPJ5OQkP/3pT/n4xz/Opz/9aT7/+c9z1VVXrWg7CzbHXeMMItOaqVZ7wSTY2VhBtgStNf5p0EKjZHMjpaRWreJ6Hp1OSKcTbrznqVBtJPc0SJl7jKyBs5aPCyXkkp6GlYTOVkshnbD4R/Z8Fu9LOD/nr9DA0mZO3xLWP/2r6HiQJClxknYNuSzT3ZDxUm1IhBComiRljiSBAlEVpEIvq/FVnE/nnb2XPTtHOXvvDlxv+fuqEIKjJ8Z58MhRHjxylJMTU+zeMcovXHQeF+09iwt27uGS/WfznF+4jN31EeJWjDGGoUaNnduHkVJYz1ouShtGMVIIdowOUQ28RUNUi1FU1a3nZ1A++MEPcvDgQa655hruuuuuRY2mdrvNT37yk3mK4q9//esB+L/+r/+r5/uPf/zjdDqd7u9L0Wq1eM1rXkOSJNxyyy2Mj4/z/e9/n//v//v/+P73v8/4+Dgf+9jHiOOY17zmNatWJC+fyKeAdhjl+kmL37i1NrSjCM91ywa8JRuClJJK4KOUpN3qYIyhUgk2LO9JCCswqI3NC0mz1FaICkOSZaxlUKN4cZlb5twNJ+m8R94mD2YXqtW9Xy4wYZ4npLVekaaXyQxJKyENUzCgfIVbd5FOf/cmG6LLbD6WMT15lUII63lawvZJ0wzjGBISmzfkOLa/XGSYarVxHYeRZt0W0CxyrgoBZ+/Zzs7RJn6uYyXdZY6vgAPn7Obcc3ejlC1Y8JTi/J17mDtggcDEBozmCefuQ+sMz3PJ0qxb8JCkGVJJLr7gbLsPtrjH/5ZbbuH6669n165dvPzlL+eOO+7o+b1er/Oyl70MgG9/+9s897nP5Q1veAOf/OQnu9O88Y1v5L/9t//GH//xHzMxMdFVDr/lllv4V//qX/Ebv/Eby47j//l//h8OHz7MF7/4RV74whfO+z0IAv7tv/23nHvuubz4xS/m9ttv59prr13xdpeG0ykgyzSdMO7qjiw4jTa0OtG8zuslJeuJVTl2ETVBq9VGa0OlGqy4keogKKXYMTqEMRBGMcdOjgOFcWDW1ITRuRdkbp6fMdYrrAv9ozVc57rQp1NMSUlqMuI0pSLVQKVZWZTRfrzds64syv7/7L17vGRVeef9XWtf63Iufe+Gbu7KRcAbBkUCeJ0QRRjFUROjIiMx4xt9X4kvL4SbIjFihjDIi0ZB8TWETCQ6jpeMk3FCmDESVCYDISB3GoFu+n7Oqdvee631/rH23lV1TtU5VefSfU6zf3yK7q7atdbau6r2/u3n+T2/h2giIlwT4lUG9KsTAtJoU70VAeC5Es9x54xuNptNRkdHqNVqSOGgjcF1JK0ottWTg9iLpGnpqmsjIsaYOfVT0peEjkuz2cIPfZJE06hFhKJ38Y0QAhLwyw4ysMdFQUfE0NCKIqbqDRzHoVQartJ6Pv3khh1/GNx7770AbN++vScROfzww3Pi1A+O4/DDH/6Qz3zmM/zH//gfueOOO9i0aROf/OQnufLKKwci+j/4wQ847bTTepKmTvzGb/wGp512Gt///vcL4rRSILLbvgF8VDzXIfA8Qn9xTDQLFBgUQgh830OIMvV6g3qtQakU4i1xyrgzsuU43VEubSyZWUz6ZlLPrOySnaWQxABVXAcaOtVA9iIcmfGlzcqJXOckEDiyv57J2lQk+ZjaWA+l6aSpE81dTaQncfzZXMhthWK2Dimsc7kx5GLuZhQTBgG9rpFRWtGmUxG560kMgihKcKRL4PnpdzOrkBsc0hH4FZ+knqAT3abKAvCgZSIC6VOplGm1WnieRyi9OedImgqv0v4OZx+T60jCwLd99eit2Zp1vctM43Tbbbd1RY9mw1lnndWXIFerVa677jquu+66oebP8MADD/D+979/oG3f/OY3881vfnNe82Q4aIlTq9UayntiqSGlYLxaIU4UIAh8z3p79CFRUgh8z9nvrTLyE+QA5K7AwQ3P86hUJM1mk1qtTrkc4vVxZ1589EgPLqLmStCOOuUOosbk5pLLHVr1N7k1RpOkfQo70/xCWELaiU5jVW0M+yZrlEKfNMhHXIvnJJHRRERpbVvX0jd6lD4fK4XApuxcKYmVsoStp5GtoVFvUCqViGNrzZKlzALfQ0qB56WteNrG6QMhJ8oSjG9QQhEGgTWHTY9TNKXYPTGVWgoY3FhTYY7CntSPLtvlRGmm6k0qpZAw9Mi+210GuAUWhJ07d84w7eyHzZs3s2PHjgXNN5R45tFHH+Xqq6/m9a9/PRs3bqRSqXDCCSfw8Y9/fIbgK8Njjz3GBRdcwObNmwmCgA0bNvDWt76VX/ziF3PO99RTT3UZBfZ6XHvttTPWePrpp1Mul1m7di3XX3/9jHGPOOIIhBCcfPLJPVuNXH311QghuOuuuwY7MANB4Hke69esYu2qUfZN1ti2czfNKO55ooniOE0jLP0PyxiTht5jWnsjWnsjon0RSfPAlaYXWB5wHEm5XML3PaZqdVppimWp4boO46NVqmXrfVZNm6hCWjQ2y2MuWDdtC01Wvq7nLNhYCTAY4kRRbzSoN1s0Wq287D+zeJBSIh376KwqFNhId6UUUikFYAxRffb2TgBJI0mjQTrvWqCyv6erEgKiJEkb67aYrNWJk4RaqwWItEnvzJ6CUWTF1lJKpqamcpsIS5islYTvubhu+1w56DnTtj2y59o4iW1K2neRrsyvL08/u52//R+/4K57/jd33/sAf/uT+yzZnu0zMOSNfrXWPPb0c/zw7/6Rf7jvQZrNiHqjiee4VEslHnps60BrzbAcxeHLAVNTUwN7NZVKpf0rDr/11lu58cYbedvb3sa73/1uyuUy99xzDzfffDO33347P/nJTzjuuOPy7f/u7/6Oc845h0MOOYSLLrqILVu2sHfvXu67776+RKsT69at6xtS+8M//EO2bt3KO97xjq7n3/Wud7F582a+/e1v89RTT3H55ZdzzDHHzNgObHjvG9/4xpydlxcDWmtaccyYUyFzyG42I3Yk+1i3eoxS2M51K62JYpW7ei81koZCNbtPBkaThq8lXqW4M3qxIruAlEohUkrq9UbaZd5f0qKFrNoKDI50cV3Xpnt6+Ctl/8w4fhbFTSU105A+oenqYi9siLWDUjF46OIAoJ8ZrjEQBj6e6+adBpJE0WxFtv2TFKkJ48zPTgjB2EgFmUZXGs0mrhns5q3ZbKXu/GTBO+wUNu+ptUElimYU5XYEJm20HOkIKSVRFKHSCKBI96XValEqhSRJTJIkXWL+zOk7s1fp3I+BjiGgtSKOYkqlsGd0P07J3utffSJh4LN3Yoonnt/GSw49pO88UghkaMeqN5o8/vRzOI7k+Rd2sXeihus6lMKAJ57Zxr88+jSnvfqkgdYL+69X3UrDsDf4Cw0IDEWczj//fC655JIuM6qLLrqIU089lY9+9KNceeWV/NVf/RUAu3bt4j3veQ+vec1r+Ju/+ZvcOn0YVCqVnnnLxx57jGeeeYbXvva1nHRS+0u3e/duHnjgAe6++27Gx8cBeOKJJ/jxj388gzht3LgRz/O48soree973zuw78RCEEcxjUYL13VIlK2uiOKIiakaYeClXiT2hCWwvi5LTVh0omeQpq7XI4329awahgIHP4QQBIEl941GE610TqYWG8YYao0mO3Zb7xw3Nev0PRejNXqA34QlDW3zxzZEfvGVptfaV8aFw5pYihnu5kbr1OC0TTBd16EkApuWM93puU5Mr54UgFfySKaSntvna/FlmsI1bb8t065atLopG81y3RJOWmHWC5lcQBtDvV5P5RaCqakajuPaG9BW1MWIbVpR5/0tLaGadcn5XK1mhCMdWq1W2o4GZJq6ddI1CiEolwJKYUArivmnJx7nqEM24oqZ+2AwCFdYHZYx7NwzQb3R5BUnHMPDj29l63MvcOKxRxDHCU9sfY7DD529CW6BwfGVr3yF//bf/tuc2z3xxBMLnmso4nTKKaf0fP5973sfH/3oR7n//vvz57785S+zY8cOrr/+esIwpNlspiffheuObrnlFowxfOQjH+l6ftWqVaxbt45rrrmGf/fv/h1bt27lO9/5DpdddtmMMYIg4Oqrr+aCCy7ghhtu4NJLL13wuuZCvdWitXM369eMUw59JmsNSoHt2h4nie09lZ5oxqqVHif9xYYhacx+UgQrdCyIU4GMPEkpaTSaTE1Z3ZPbw2xwIdBa02x1p4gsTeiGUgqlNa7j9iRIQ990DONMfgAjsJn7OXSTIJGSQtmjp2X7OUMSJ6i0SjFLfQkpejYj96pzEyd/xO8iQt2ifkOsdCo6Nmhtn3M9D3eaD5XJyZb15XFdhyAMqNXqjI2N5sQpszMYtHen9Y+K8Tyvi1DZ1jwuQRgAEkQquE+PU0ZKk0TxP37+AI6UtKKEcikgkspWA3Y0IFZa88yOHWgXjvI3YIBHn3qW1atGOeLQDeybrPHs9p0cddhGMHbcNauGa2sizPCVb8OOv1Jx9913c/fddw+07UJ/v4tyxnv22WcBWL++zZ5/8IMfMDIyQhRFvO51r+Oee+4B4KSTTuKqq67iXe9617zmSpKEb3zjG4yOjvKe97yn6zUhBN/4xjd4//vfn2ub3vOe98wgWBk+8IEPcP311/P5z3+eiy66iDVr1sxrTYPCCgUVu/ZOUPL9tPLFigSbrZgkjmnFCavHRxblTj5vqQA9T4pKaaSee55BupMXeHFACNsHUToVGo0Gk5M1qtWK1ZgsEpnQxhDHAxB6pdkzMcVIpUSltH9bVxzIzLUxbXF4RiKEECBBGY2kTUis+aS2KbD8/cZGvWOViuG17YHWQYBzEiPAG/eJ9/bWtjkVF3xBlCSAwZVOfu7Kvw9p+k6lzuVSStwepCdLuzVbTRKlqFYqNJtNwiDIb7iVFkhtcgPQQaC1RioxwzA0I5k2RZeWUnYMme2H40hefvzRlAKfRjPif/3LY/zzY0/x+lNexk/+8Z+RQnLklo00kxiv4rFqrEoQ+Dy/Yw/P79jNhrWr2PrcC4Bh994Jnnl+J0dt2QTAVL050D4UmB1PPvnkfp1vUYjTlVdeCcCHP/zh/LmHHnoIpRRvetObOPfcc7n44ovZvn071157Leeffz5//ud/zm//9m8PPdf3vvc9tm3bxkc/+lEqlcqM188++2yefvppHnzwQdavX8+RRx7ZdywpJZ///Of5zd/8Ta655hpuuOGGodczH7SimCht/hsnit37JklUAtqwZvWY9dFZhDOzwRBrK/D2HAcnCy2nGhClFN4gBd4rI3tRYD/BVgQJKuUS9XqDqakalUp51sbSC5uw99OZMHjpI7O9caB1f80ohjRq4khpdVvKkP2kM8durW1z2q7mv+lB1X3sF7JMmNYap+QgnICkFqNbabsUT+JWXJzQSW/O0uiM1ghjcIS0FXxp2s2VDkJY0bgQvUm2jbbHxFFMtVJOsxSSIAzaNhVSzqvfhZgjAimyysoekEKwYc0qG2mKEv7l0aeZmKqjlKbWatGKY07dcHzHWAKtDU88/RwYaLViHn3qWYyBUhjw7LadHLl5AxvWjvPUr7Zxxq8Nvh/LzY5guaCzVcv+wIKJ02c/+1nuvPNO3vGOd/DBD34wf35ychKlFO9973u5/fbb8+ff/OY3c+KJJ3LJJZfwW7/1W0OffL761a8C9I0igfWEOPXUUwca7+yzz+ZNb3oTX/rSl/j4xz/OUUcdNdR6YH5CM4P9/QeeSyuKiJOESikkSH2b+pcaz92Y0xh7hyk6DOe63mMy8aUBV2CS/u0OABzP2W/Vdfu78eiBwMG0j6VSiDFNJiYnKYUhYSnMv1vz3b+8yW/+fc08i7p/F2lMhThWBH6HB08+f//xF3r8s7UciM8w8zRqRRGlNBITp+7UiUrwjIMx0la2KW2r6FL9ZCailmRNj3UeWencF2N013ESnsAbn2nWmJGmjgSXPb8IY3VY6VqVsJV3Stt/U7dRL89tk+04TmjUG5TLZaujM5qRarl9ruox9yCwXlEz7RsG/R4obfj7f/zfuXXCZK3OiS89Km+8vmffBD/6+5/l249WKxy6cS0v7NzDS444lOOPOSz/Lj73wk5+8cAj7N47yctecgT/+L8eGmgfMhTi8PnBGMPOnTtZt27dooy3IOJ0ww03cMUVV3DGGWdwxx13dJGgUqnE1NRUVxQK4Nhjj+W0007j7rvv5pe//GVXFd5ceOaZZ/jRj37Eq171Kl71qlctZOlduO666zjllFO47LLL+Mu//Muh36+ShCSZO7UwHS3ad61h4BO4ktrU1Kxk0hhDrVYD+t/xRlGctx7QxmoCPNm+M7fh8BZaG2IvwjSYVd/hCxeR7J8f1CD7t9JxsO2j7TuWsGPHTjzfoxSGNBq23Hc++5coRbPZSH17DMqR1BxJFLW6Us5KaXbvm7Rmijqe0US1XyRqBjGbB4QQC9rHhUBrQ5JWexmVpBWB9rVEKeKohSOdVA+kcaSTkhhyAiEQ1qLAaKSw1gSd6TOtTZqKnZxTNmCY6X/lCpn6LRniKCGGvNpOCEjiKE3biTz6XavVCYKQZnM3URRTrVaYmppa8PGKotjqnKLudKNJBejQ32l8rBLysmM2pwae4HouLztmM6vGRpiYmODQ9asYLQfk+UigFHokcYvNG9ewecNaJIo4SXAchzVjFU44egutVhPflbzqZUcveP8KWOui++67jze+8Y15YRjYqsxPfvKTfP3rX6fVarF+/Xr+5E/+ZF7Zrk7Mmzhdf/31XHzxxZx11ll8//vfn+GhsGXLFh566CE2bdo0473Zc7t37x5qzq997Wtorbnooovmu+yeeNWrXsX73vc+7rjjDv7gD/5g6Pc7rouzAIFs4HlsWLuKMJjbfj872Y+OjvY9YbdaEX4auUryVF37zs4Yg9ewOgIpBMYzuImb+tukotP0ZOxV3TkjTvO5cGT6DCHI79wG3b+VjoN1H5utiMnJSUAQhiVGRuan1VNKg3RRykZEEIZSGOCm6ebskCmlaSnNaKVMKewuOnEcZ1bilCSze/HMhazx7oH4DLW2lbcySiiHqWFjuoQ4SXLSaNLIspMaYdqecDYK1Qnri9RJmjSJUpQazcE/Q5ESKGOQaUVwZmuglOqK/mWtTzIkScLExATj4+M4rkuz0WDV6lVd0aiFoNWKiKIoFYG3kf0OR0ZG+s4zOjrK4Vva17BOD8E4jjnqsE2EobVLkFLmBrG91uB5LmWlcVyfOEnyLMMwECxtxGkFNBnqiRtuuIGvf/3rbN++vev5T3ziE3zlK19hdHSUE044gQcffJAPfvCDHHnkkZx22mnznm9eV/vrrruOSy65hLe85S1897vf7VnK/9rXvpaHHnqIZ555hhNPPLHrta1brenXhg0bBp5Ta83XvvY1KpUKv/VbvzWfZc+Ka6+9ljvvvJNPfepTnHnmmUO9d9gftxSCarlEkjrmjo9VCQN/cP+Rjh/vbK8DtvIj67uVRqDsRukJzPesbsAASYcQ3AE3cHLBpjK6Z+pDCoEzy1r6wWD1Dg5yhkv5XPt3MOBg3Mcw8HHkGLVanUajiTHzIxWOI1k9NgKkfeOMjbBkZea5j48UtqKvx3Gc69gu9LhPN+LdnxDC4HteSizapAlSbZIg74Npsidot1PpVSjSrmjrSIUOuH+Z/YHWhkQnOMLJiZpJQ0ydI2SvgT2v1+sNXNcjDENqNVts4PvD9XCba3399mOufcztFbLtATddv+d51Gp1PM9NPaZIK/f6zwPQaLVoRRFSyBkkds59MUvbQXEpK/aWEj/96U95+9vf3mV7tHPnTr72ta9x+OGHc++997Ju3ToefvhhTjvtNG666aYFEaehbwc/97nPcckll/C2t72N733ve339jzK900033dT1Y/z5z3/OPffcw3HHHcfRR7fDlDt37uThhx9m3759Pcf7r//1v7J161be8573MDIyMuyy58QRRxzBxz72Me666y5++MMfLurYQgictApEkLoij1Upl0JGq2VGyqUlOflmP1YpuqtsYpXYbuTSliE7jrQ+OWWPYMS3j7ItO1dGp9vrNO038zGvtaU/f32QODYXaFfcjYxUEEIyNVUjTpKhU2KdFzNHSnuhMiLvjJLDQByrBUePViKyKNH004aUIm/ILISwv98kzj2KoHdWfrrWx5qNDkYKs8ielALP9bqq3Uy+TdvxO9tea0O90UQIqFTK1Os1wpK1t8idyKdpNDsJ3rAasyz61Ww0aTVbucv5fCGEoFKtUG80CMMQpVRu0jn7+7K/2KrFAgvH1q1bZwRo/vt//+8kScInPvGJXNt03HHH8f73v5+f/vSnC5pvqIjTzTffzGWXXcaGDRt45zvfybe+9a2u16vVat4J+cwzz+TCCy/k1ltv5a1vfSvnnXce27dv58Ybb8TzPG6++eau99500018+tOf5utf/zof+tCHZsydicIXO03Xicsvv5yvf/3r/OxnP5t74wHhuQ7jI1XKYYABpuoNPMexTrpK5U69+wtSSBDWkXmQcjkpBHKJ+uXZSpvizHEwIbugl8vWibk2VScMA4IhIqrTxzPGamgk0+62BbiuxHVlehGcO9I0n/nzyEn3K4s2x/Dot6Z2qsVgozlaGRotW8Xrey6lMBho5Sb1zTK0hfnTt0gnpJOKmY7/tbX9BoXq+Fws0VVKoZKEcrnMvn0TuJ5t/NtotuxnKe3eZOcgITKvKp1r1NoEsv9eKaVs+jFOSJTC8zyUUpY8qayQRnZFMxG901bTn/NcF0e6ua40TpI5fc0WEjGSRiLnU1Y48Pgr8yZ2z549bNy4seu5e++9FyEEb3zjG7ueP+GEE3I+MV8MRZzuvfdeALZv386FF1444/XDDz88J04Af/Znf8ZJJ53ELbfcwsUXX0wYhpx++ulcddVVvOY1rxl43hdeeIHvfe97nHTSSQNXy80Hq1ev5tJLL+WSSy5ZlPECz3p6VMulnByFgc1v75usUS6Fi5bH74Ws4mV6Ke6gswkh2hYGi4yDLU1VoI3ssy2XS7RaEc307j4Mw0W1DpBCUAkDVKLZ05xCa4Pve1TLIQxiszEAsjTUdBzIikghbARHGz3TORyDSiyJtGRSEwYe5Q7imjmIzzY+2DRpHCVIKXLDTfu6yAXmBtscFyOyUt10ANNFEDKik4nBm80mUjpUq2WmpqZSbydLjjJ9ZmZlAO1zVhY10tP2u7+eLSWQ6fZBELTJuJSpmD5GCJnvQmdkc/rH3NsPL0FrxchIlYmJSRzHzfczGyqrO5RSIJ2FEKcltiNYoSGwdevWsW3btq7n7rnnHjzP4/jjj+963vf9BZv2CnMw1EQfYDz46ONd/3akZHysSiUMU5+ZbvHzvqk6QsBIpYwcgDxkVUAirUqZnJxgbGxsxg9Yp2XbtlKm44fbsZ1OU3VRK8aRAt/3uu62smqb7Iffz2/FAEbrOe/2hoUxhomJiYNOON2Jg30fO/fPYFsNWR2LY1MxHamkQaC1ptFqIYXM35tBKdu9fqreAKAU+KwdH0sdzhcuDu9ntLgcPsPMp6mTBMVJYqvkpEytAQyO63SdZwZZb61ep16rs2rVqlnIruj1R8/zjlIapRWe69JqRdRqdSrVCq1WC6M1IyMjAxtaDoLOy1oUxbRaLSqVMsaQp4+N1kzVataVXEqSRFlvu2kO4zPHttWLRmsajQZJklAqlRgfH2PXrt1UR0a6KpjBbh/4Pkmi2L5zD80oQgpBKQw4YvOhc+7PxIQ953999HjKS3QzC1A3igsmHmLfvn2Mjg7nan4g8eY3v5ldu3bx85//HMdxePbZZznqqKM49dRTZ7iJX3nllfzFX/wFjz322LznW9xeCS9SrBkfo9G0VWoGGBup2JYp04iHMYZGs4VSilWj1YFIE2Ct+l/YhTHWSC70JNXqSFdlijGG3XsmePq5Fzj6sE089ex2NqxZxcZ1q/LXrd5J4DkOeLaL+q+e382+ySkq5ZANa1ehtObRJ5/l2KM2M1rt3216z75JHn3yOV75smMI/JmOwwcjISgwHDJhsu97SEfSqDeYmqwRBD5eWpQwbORRCBBSpukjO77A3qzYO3qZanOWaKeWCXKfqhnGlQaEydNaCJFHnIf6TRpSV225qFKCJFHU63XK5RIqSdBKMTY2uuhyhXbVbjt1aYyN/Hiug5CSKO15Z28ErR4svYO060mPYWf0KDPpxBiiKMJxHMrlUk66HCfzppq2Hp21DDJkjaS1MdSbwzmHF+Lw3vi93/s93v3ud/Prv/7rnH766Xzve98jSRJ+53d+Z8a2d911Fy972csWNF9BnBYBa8ZHMKZqBdQ6/WH2OElFSUK90aJaCYcK9e/aO8HDjz3DIRvWUKs1aLWajI6NUg4Ddu6ZQABrV4/SimL27Jskjtexe88k1XIZbQw7d++jFSWMj1YYqZRsNYeBBx5+ir2TU6xdPcae53diMIxWyuzaO4FSmslag70TUzhSsnb1GK7rsHeiRq3eIIoTdu2dsFUxjRa7903iOg6rxqr4XvG1KmChdaans95uURwTJwnNZhPP83Bcd8ZlQNirfl5FZ9MtxmrzRLq9sBWiQgiqlRLlMEQb29LDmct3aIUH2bMIdL/XFmuOxb750UqnVim28KTVai0padJad42ttEYpbc/PxrZbMcb27tPaRqBc1yWOY4zrEMcJruOk7V7scY3jhIl9EyilCEslqpVy2ozYT32ogm6tFBmZtf92pLTNg1Ox/rAfV5Gq6413vetdfOhDH+K2227L27udd955MyRFjzzyCD/5yU/40z/90wXNV1zhFgFTtQa+7+K5Lm6f/LVSmnqjSRj6JEoxMVVnfLSalw3PBddxGB+t4jqSvXsVRhv++ZGnaDQjBLBr32Rewt2Jp361naeffYFy6PPcC7t42UsOY6RSZufufezaO8FrTj6WdWvGiCKFdGDfRC1/77Pbd7J3X419kzWO2LKBsZEq//uhJyiHPs1WjDGGVpTw8ONb07RBwro14xxz+CEzUioFXnyw+iCR6ls0SmvrDZaWbCttSNJUTbtaqv3eXDOTR0wgiZP8bj6/6KSbOgIwikajmW+foVcFlkgdtYXoMMvMdSk24rD/yjYGR6bbyWFFNO2o0rTo0nwIUKZhWizyZIyh2WyhVEK5PMLUVJ1SORxq/J6fYZ9IWiYad6REodLopj1ucZJqjYTA9Vxb/GIMUkhLolLLBrApNhFH+J6PSSuAR0ZG0EbnVhhJKnBvNls92w51rjiLSAGU3YCyt/Cm9wUsvva1r/GJT3yCX/7ylxx11FGccsopM7ZxHIdvf/vbnH766QuaqyBOi4AoiZms1UFAOQzxfbddMZae1OpNq9EohwGJ0uydqDMxVWf12GAGc1Ecs2PXXpvqS2ImanWe+tV2DjtkPQh45rkdjI9Up70n4dltO5BSEvgez27fxWStSbVcphXZ6o9KOUAKwb7JKXbvm2R81Pb/y+7eXde2cXhu+y72TdQohx6vPvElPPmrbTz9q+3s2L2X53fs5rBN60iU4oWdezn8kPUFcSoAtMmTNFaQ6zgeUkiCwJ9WfTW9HUbHayLTz7TTJVlEIbuYSimsvk+3m9/mwul0G2vE2K4mlR2pQtGpCO5af+fz3ZVitdpUqj0UuSa6k7ikP3170ZY2TpDPmZXwz5OYCCna7VRyDZJtGO44M3VZBzp1nn0m1WrFVqC5DoE/XKWlwUaNOslTRo6mE0Vp/9K1nY3UqfT7IFBY/VMQWBKqtcZojZC26jkj/GBvfE1KrsLQz6sWoyjG8/w8befMcd4TQlAKAsKKZz32hgw5SS27DIMXGyu1qi7Dy1/+cl7+8pf3ff3oo4/uskGaLwritAgIfZ9SEBAnCVGUMDlVz4WQTuqg6ziS8dR6wAVGq2X8IZqilsKAI7dspNWKeODhx2k0WwghiOKEcing8EPW5yfwjhtxK3pUChBsWr86dao1jI2UUUrx1K+2c8j6NWzfuYfJWoOxVNfUaEQ89NgzvOTIQymFDYyxJ58k0bZJcZzkmhKwItVyGDBSLXVprwoUgPTOXYi0cqr3d972MtNdERUpBUorQn/x78y7UjfTowQm642Xrqej8IK0jZHTdGyZPN3RL5P+CA3GtjWRIi/uAOhlWplH3NIncm+zrutYStJou+3bKi3HjglobXvWtddl8vdlc89E5xnDQmtt27pEUYcHk8x2YIYQfDbYyHREGAQYA81mi/HxmcUtcw/EdH5tj3P6WXWmyDo1SVl1cVa5lyiF0CJ/v+4ohjE5ibZapM6IltbaGny6dhyDIY5iSqUScdzqL6I36WeffjfcWGLkTAH9ICg0TssDBXFaBGQn/CS2/bJC3wHTEXESBs+RNBpNXM/F97yewut+wurA93Fdh8e3Po9KFKvHR9i0bjVKaXbsnkAKweoNI/ieQ6Vsq5ZGqmWqlZCXHHUojz31HLVGk1VjVQLfJUoSqqWAE489nEeffJaduycwGDZvXEvg27UFgceaVaNMTNaQUlAphWzZtI6HHtvKvzy6FY1htFpm/eoxDj90I5NTdTxPs6m8uog2FchhU7iWaPizWG8YY4iTBKV0enFPBbTa4CyR35frOH2/q+35et/dW21MTDk1AM7MHRECra32ypGyZ+l8PkbaELdt5piWrbfDWjmRav/RFsXnhCgjeJjcs0imxDNJj2mGrNou94HKbQvMjOrfRqOZRrSclIxZctaram42ZFW4fuAxOTWF48h0Xe1IX+6XhcnfI7BWELPNo41GK3JS3vs4pxEjbXBSc00bMeogq9kBNgatFI7npb5S9t8mFdk70iGOYpSjcV0H2yS5HfGb65gYZUAf+AjgwYbpXk2dEEJQKpU46qijeNe73jV0Z5CeYxZ2BAtHFDVt6kDZEufsBNgO8NuTU6sZoY3BdRzCMMBLRdTZSSy/MxLdJ4soipmqN+1duAAdx6xdu5pEaaZqtkNvtVLCGGvnXw4DWlGC77l4rsNkrUGcKCqlgMD32Dc5hee6lMshk1NW6O25DtVyCWMM9WZEpRzQimKazQjHkbiuQykIaDRbtKKYIPDQSlOtlIgTxVStgXQk1XKY5/Dng+VQ5r3UONj3sXP/wEZ25HSDwWnb2/ZDMaEfzOn1tByOmTGGffv2pV0MstSfSKu3TBfZWfRTbJYD7PNafgNGO1LSld5yJFkiMY9wtfXLANTrDaIoYmxsNI9kZ1HAjOTZ6BuAyR2+Uy5oU1ymndqsVit5exX7PZA5acrW3dkrM/fXTE0wc+8lnYWdph+E/qQl23+bNnZsRacjiaKYiYlJKpVyWlAg8mbtWSQPY1tDCQTSddBKkcQJfuBTLoXs2zfB6OgIzWYTEFQqM2+IbWRTWUf0piJuJF1Ro5ENc5f9Z3YEd4SvWHI7gvc1/2nF2REMWmAghOAjH/kIX/7ylxc0XxFxWgRYo0jRt5onO2kFvm+JSaPBVK2O6zlUyqXcCVZlncuntTrwfY/Vfrv31MTEBEIIfM9l9fhIPr42mpLwMQL8wObPldGMVsv5iSM7qXuebepbKgWMVsvt14DRqr2LrpTCGU0oq5US1Up3mx3fE6we798os8CLG9M1KNOhtS3xdqRjL8BqJiuwwl4zZwRif6Ktj+rQ16TP59QlTftA7wqqzqbaQ7UeEswwv8y0WtnT2bqmX1TcPlW/nWg2W7iui5/qkLJOBxlf6YyOZ5Ez6chcs5XdCFoPpQghBY1ak5GRyqw6oIzA6VSv1taxgdIKuytpZC+NpAkpUn2SYfpuZenWbOFKKXRT58dPJQkqUWjRQQoxKAXE3e1TTMuk0UQolcMZ7YS0VsRxgkiF5/n70vRzprVbCKQW89bFDTT+Ck3VPfnkk7O+XqvV+Jd/+RduvPFGvvrVr3LGGWcsqOdtQZz2A6aHtquVCq04ZmKyBgZGqhUbapbOvH5YeT5fGYSxKQhtNJ1d5DpPykKIvBRX9BhnvvMXKDAdg3w3mq0WBtu+QsqZkYNMWKyMwiiDvx9bFM2GdiVgm0QorXNi0amzmRWie4xOMjJj044bnLbJZeeaZh7zzvPPfH+rJrV+yNabkTQrurZRHdmhg9JpKrPRaDA6Okq9Xk+j7L2b4E7HMNl+k0WFhJjhnae1ptls4aRkUSBSfydLVrXWVKuVvIIzixBmfk2Neh3P8/A8P7c3kFKQxEk6d3sdcZwgRAtHOFZDZQAJxiGf04huR/UCi4PDDz98zm1OOOEEzjnnHF75yldyyy23FMRppUEIQej7yFFBrVYnVgm+O9gJZZCx7Qlk9o5G2QlmNrfeLBTfr9y3QIGFIk6saWyYOn33+645QiA9j2YUdZGSA43OFFXWxFsb06tArzemZZyyfcsiUDMtFES+fTtVNuBUYnbyZFNhWXSm+/l2Kk/ka2x/XibXP3W8iUa9SRAEaG11V1m7k8VGnh7NdnLGftl1Z5V1skM75bqyp4UAgOfZCkXPddP+dhptSIsJ7Lzxnr0psYdSGOIoFx11Nz4XgOMJZCAxriEh6XtenQvCSMQSmmSIg1y5EwQB73nPe7jxxhsXNE5BnA4grO+TQ6PexBtxF3RH2InsxJuhO03Xfn36dp3ITqLaGDzHfk2UtgJUJ3VuXqz1FnhxwnrqJAQdLuJzwXNdoti+Z7lApH4J2QVapBVUUsiefktd6HGd0kbnmptO4iREmgpzbFukYUgTkFcHymnPdR72toYoW4vJIzCWLZgZBDezXmiPaVN0CPADn6nJKarV6qK2VOmcy7pyi75l+garWZrLGBVshR3GElTHcaiUy10RO62tX53XYdyapRSFdtGJ7j1wDMQGL3RRJY2u67TabrjzpzXAXEo7gj7rP4hw6KGHMjU1taAxCuJ0gBGEAVO1OlEcE/j+ksyRVd4A5CnsOX6vWfibNG2QuTgL0ioeipBzgfnDlqjbfomzWRR0IkvFJMx0hT5QyKq/TBZlMh3FHp3MJntNdt/A9EzjGfKUX/5ebLpMKdEeY9rYg6zVKIMW0Iqsg7vWhlLgEwZ+9xCiLSyXQuK4g/tCGWOI49iS3CjGdb28EGa298w17vTtVVORNNu9+qQncEsuwp0+hu55k9d5DFVLEU/F6LhNHJzQwR/x837RNsoGIImVwkmJmtYaMwCRTZoKJ3DwA49t+3bhGoeKF87+pgKLjqeffprx8fEFjVEQpwOMTCcQRTH+gPn/YaGNziNMJr0DnpP0pOsStKNTEpkTpqIYs8B8kVXRYcAbMkWdkyell4fWybT1g3lVmTFt/VHHdpAKujMilNkC9NIzdRaOZbobQCVJfp7I3zfkTzFRmr2TNeI4wUktGXy/nRacvm6R2zcN9jlprYnjmLGxMfbs2UN1dMQSQdrjOJkhZaRJmiovCBCOwA0dnGA2AbkhmohnFBHo2OqSvBEPx5PptmlUbZbzXdJIiCfiGc+rpqIZNQnXhAinHXWSUqISRRRH+TFxGECUpa0OVWNIjGaq1WRvq8Y443O/N4VY4pYrB7uP08TEBLfddltPV/FhUBCnAwzXcSmFAVNTdSJ/4eRJG4PS1hYh0zplDriOI3Pn3bkiRgIrVs/Gyf4sSFOBxUAUxYTB3NYD05FddJNELZuoU46OajYpBcYINLr370y0K7hIU3vTCZAUlnxpY1NBrSjBzxpqC2BaViXTP831+3QdyZqxkbS1iMRx2lEw6H7/fJr86rSKLIpaOK6t7k3ScxKAk6Yc43qCbnXvhFGGuJaglcEr9748JXXVs/IyQzwVI8czV/IsktV7W6MN0UTUX7KgDdFkRDDeNmDNzoetKMadxZus94DQiuPUlHh4LL3GaRn9nobA3XffPevrjUaDBx98kK9+9as899xz/Nmf/dmC5iuI0wFEFqp3XQfXc9KwttNm/WLmnVLbLG/micOQ6pDSqmHPcfMTb5Zii1rRrNqmzrXNhqW0/S9w8MIYQ6MV4adeOvOB7VyvUjfu5SMUn4GU3Mx5o9Hn5ex3LlJhc5QkuG476js91ZdVuhkjurVV0yCFxPdlPvbMbVO90Dw1jFEUUy6HRFGMkDKPsAlAYkmTjs0M0tQJ1VQ4nkR63d8RYwyqNQfpMKAjnUetZtsDHel2dG+WtRht8jY5kFkmKAI/bEf/BoBwBDrqXTFZYP4466yz5vyuZpHgz3zmM/zmb/7mguYriNMBRlY54zouE7U6idY4HU60jpxJnJqtFm6j0Y4EpSdRpTVKK0SS/luofA4hBI1EoZUeurnmdCzbC1WBZQ1b4m3LuOfq6TUbhBC5SHwpBMcLRfvGZoALqsg0iG2zyM5xOnVTiVLUmxGu69IvUCesEHFGNCp/XYoZJKGz353VQSnEzM0GRhRFjI+P0WpF1lzX9/AciSOdXFge1aM5x0maCb7Xrfuc7l3VD1qZdvJM0DfkpJUeaEenE6essCcfBz2n1kx60no89akeHQTSyCUWhy+/39Mg+MAHPjDrMS2VShx99NGcd955Ra+6gwFZxVsY+ERxjFaK0AvzUH5WsdO5vRSyy108D+end6Ja2QhTZuqWGWq6roMXBrard4EC+xlaaxKlCHxvwSZ+uV+Q1gsiYQtFP2uEzG16kMiCk3ohqV7pm/T9ceponWSNiqdVtUHq7C1EFwGbzUtKptWxndsJIRBqYZVVWcuZbF4v1VF1CrR1MveB6Z2OG+x7M+jXa1AC02s7KQXagEwjVl7FI56cqZWyA4BXsefdhXz3rcJpCVN1Szj2UuK2227br/MVV9BlAsdxKIchjUaTIPCRUuYnoM4frTGGOIoIw5meKJmWIO9NJcCVDvVmC4ygFC4s0lSgwHyh02iT57oDlYUPAs91ieMkb0K7rNAhGu+FTnuQjAdlz+UtOtIG4WBNbaUQRHFMFMUEgW8DKWkEKSNA2rRtQvqm9DM9k6Tb2LLj9cwbKVGZsWX3eUgpneslnbSFi0obOWe+T8ZAObSNffdMTFIKAsIwIIpitNFzR056fKZCppWJc0Sepqf4ekFrjXGAOTJ/0pO5OLwTjuMSJwo3fU26An/UI2kk6LhjfR44gZNHrDojfAVWJgridIDRqTfyfY9Gs0Wj0aRSKc96MejnoSSEyH+gAvsjVUr1dBQuUGB/wToti9Q8cHG+h1La77rS+oA1lu4STqeaxM4oVC+TyjhRVnSdbtNsRfipCWOcJDRaEUppquUQjPVNa7YiwiAgDAKaUYTv++yZmGKkUmoLxlO0zSC7o0p5BBvrxI4BKZ0Z/MQYK+6OE8XkVIMw8AiD7qKVerPJZK0BkPenbLZiu2banCe7AWzFCXGskFIyMVVHJoKKF8yqtXT8meRHCIFbcohrSd/3CVcgHJETwL7bCYHrO0gtMVH/Lb1qb88wz/NoNlsYz8klF9KV+CN+mxRjyWdXms9z8VyXVtQnOjUL5BJX1a3EliuTk5Npz8j9996VGZc7iNCZcstSdlk4fliDydwxXAhcaR1vpbDVPaIQcxc4QEiUSo0uh6xAmgOZ832SqANW6TmjdL8jRdXLZkAIyXMv7GLrsy/gOJLJeoP//fAT7JuqIaRg63M72L13kmo5TCNOAiHh8a3beOb5F5iq1XnkyWep1Zs8v2M3zVacVsbJNPImO+ZKW5Ck0aKpepPntu+yN1Eya08y84ZKOk6qIYvZOzmRpwk7US2X2LhuNRvXrWakUrZMaVqUTQioN1oIIVgzOoLWmompum3HIuYI8wj6WhI4gYNb6kOUHRAlqwdLlMpvGntOkZ5fg/EAJ+wxngB/zO+/DkfmETshZFelnOg47vYYt98nhe0cMS/n8DRVt5SPlYYjjzySP/mTPxnK1LJWq3Hddddx1FFHzWvOIuK0zOC6Lo1mkyRJ8Lzh3ZGlEMjU6Tv7YVZKwWxvKVBgyZCl6JbKo8xWd9r0tOseIK1TV6SJ1IqgXzWdjfo88cxzbDlkHc9usyRqtFpm1WiVJ5/ZxkuP2szufVPs2jPBaLXM5o3raLYiPO2QKEWzFYEwObF6dvsutNbU6k1c1+GwQ9ahtWHrczuQ0moby2HAC7v28qttO9HGsGHtKnbu3seuvROMj1bYtH4NE1N19uybRErJVK3BqmrIaKWC38O8stMtPNvPeqtJvdXscp8OAx/PdUiURmlD1GyyfvU4QgomJ+qMOKWZUScB/ojXFaWZDrfkIn0H1VJ5c1/hCoxsF9x0acxmqZzLyJNOtK2gM7aFjBM6s64h93BKNVxJ6rE1A/OXahUYAJ/85Cf5zGc+w9VXX8273vUu3v72t/Pa176WLVu2dG23detW7rnnHn7wgx/w7W9/GyEEl1566bzmLIjTcoPIOoPP7w6618VpObWnKPDiQVZFJ9PChKUgTiJNR2mjMebAaJ2y6rfMK7yzaGP6RdMYw5pVozzy5K/YuWeCnXv2cdih69i1Z4Lnd+y2uqJE89Cjj7Fh3SoeferZnhEfrQ3bduxm1WiVZ55/gZ27J1i3Zpzntu0EYN9kjYmpOhvXruLBR57iqMM3kSSKKE5oRTFPPvM8Tz27nfWrx3n48V8xMdlASMEvH9/K5k3reWHnbmpjFV7zivXpjO1IWuaf1XmsPddhzfgoxhgmJybbz3sOjuOgtWGsWiYMfTzXxRhIygovcCEReasSx5NIf7DPUToC2eH1lDWDziCEQGpBHMfZJzP7eK5EVgePuORGp6lGrZfuqu0g3z2uVvOzJJAscVXdCow4XXbZZVxwwQVcd9113Hbbbfz5n/85YFOpq1evxhjDnj177PfAGMbHx7nooov41Kc+xcaNG+c1Z0GclgGyk1F+sugj6pwvCm1Tgf0NY4xtiqo1YTC/tMQgsNYEDs0owp1H76/FQmfrlSw9IxEokblKtrcNfI/RkQqPP/08xsARh27k4cef4aFHn2HNqjH2TU4RJwopJGHg99XC2Kaz9jhv3rSWV55wNP/wC8W+KUuajti8gWMOP4RtO/fgOg7VUonJqQaHbljD/Q8/wbrVY7z8+KN47OnneHb7LsZHKoyOVHjNyS/l4ce38vz2HXkzXLBi6ihOaLZa+J6H73t5tZwj255LU13FLGllnefmEcHs+IxUynYjFxjEeXsOCGGbQXcdo8xXYQlSuXGc4LguzWYzjTKavlWW05FoNbD3UyeKqrre2LRpE3/6p3/Ktddeyw9/+EPuuusuHnzwQXbs2AHA8ccfz0knncQb3vAG/tW/+leUSqUFzVcQp2UAg2Gy3kAgCAIPbay9QIGlg040qqVQaSdz6Qrc0B2oGqfAYGhFMWHoL7m7t71gSpTav07ixkAcx3lERUqJRCCkTCMRvS+MriNZu2qEn93/CC89ajMjlRKe6/DUr7bx1mNOYd9UjThJMFiStWbVKFO15qxrCdJUqJS22GR0pMwTW7cxVWuwb7LGxnWrEFJQb7TYuWeCUhiybcdutj63g+df2E2lHFq7Ei9L83dbFWTVfolSBIFPnCTIROai/IwM2b+311VvtojTz0UApXDpSPT+RNZrUUpJ1GoShmGutetZtDPt37MZlBaYP8rlMueffz7nn3/+ks5TEKflgPSurN5otb1cCmfZJYOKFPFUd/oj63PllhzcUvGzWAiyFF1YKu23ajfPc2m0WouSErTRMtXVlKhNDEQXMbCtXyxpShKVzm9Az4w0dWL9mlUccegGtmxcR7kUcOjGtRhg9XiVVWNVjDbsm6oxPlJl1egIk+MNHEdQCgPWrRkj8F02rFtFueSzbvUYlYqtZluzahTP81g1WuVX23biSEno2/TYhrWr2LVngj37pjhyy0Y81+H5HbtYPT7CkVs2sm+yhus4aGOolkNWrxrJI4fZMQh8LxXlOwhs1CXTeCVa5T3oMoS+h98Rcez32WQi7szQdLHI1VJRNK3T73joYwx4nk8U1fu3AZq2P/P1HisiTssDxRViGUAIwfhIlbER0EqxZ+/EwAZuBYaDUWYGaepE0lAIV+ZNQgsMjyRRgMmjF/sLrusQJQnBPIoqpmMgb6hUX6WSBFy3HWUyYISZ1WuoWg459RXH5ZVdhx+6nsMOWZ/7+xx/zBaUNqnpteToVKMEMD5axXUcTj72SKQUrB4byS/MLzniULQxvLBrLxNTNUAQ+C6b1q+mHAa8+sSXpKahkuOP2ZL2q7NrqFZKHLrBEMcJa1eNUA5clDKA9WtSRiOMvegniSJWyjYNF4Ig8JmqNcCA6thvx7HVvRkSpdJGxwK3Iw1oIBWQ63bqbwEO2/sDxpAT46zCrrdv1sz3jo9UaLZaQ1sSWNq0lBqn5Xu8lxMK4rQM0G6dAjovZz6ACzqIkczV5wpQzQRnWquHAoNBKU2cJLiOu1/7GQphm1K3ohgl1YLcxLPr4WwOzxlBEmmteRYpFgiMk3X5mLshdmdEx/7bjtIpOBbC2NYgZJ0D2tGbTqF2ZjwJsHpsxDaojRNWj49SLYdpz0rYOzlFOQzzopG8bN4Oik4NOLP0XJwk+b+FkAhhiXFm/ijSY+W5Dq0omfXk1WpF7J2sIaVkzfhIXoVmm5ALtLbEDc9FyoVHKzu4zaLCTJNT2HP44DP5nsv4SJUXdu9d/MUVWHIUxKnAiwpZ9c7s2xSsdT4wxl70sp5k+xuZUDyKFR62lcm8IhYDFGdkr1tdkYNSWUsUjeNqjJboSLd7nLn900+dc1nPtXblmnTSvpPKRp9c18kjW7bJcaf1gckrvXxPsmnDmtTHzY5ntMEImKw10No2F89Sa7Ol0FSS0EoSfM9Nx7cRocD3UCotaskcxGXfNnk5sfM9l8Dzuoi14zhEUWItFrylizRllXcLbfmTEdjse661NQ1tRQmIrEky3WGpaZiPRYclrkucqitOf3OiIE7LDEWgtMBKRZIotLFVdK3WgSFOjuPYtE+iwF0IeRpgkzQ6JKWD1gqtNb7rYZomdUrPhrJ2BTKUCLe32z8dRpSqI7qUpfJc183T90rpnCBlF26VulPb9FbaesXYJsNapwXxUuYeR3GSoHPH9X7Hx0acJutN22vNdQh9ryv1lrXPSZRCJQrfcWj1Ic2Z19aa0uhM000h87XHiQYMjrM4Ud/pqzHGYMQM96jhxpQCz3NzApYkCuk4adRMo1L3daM12mhcxwWnbekQRTF7JqaGFokL4SDE0ukGBTOd7gvMREGcliGWcVp/xcPxZK4V6QfpFvqmYaGULVU/0FVTNurkYkxCnCQI10PKeYiNB9i8PaTG82zfPGIwvSKWBnRDI0szyVPWuDuP/jjODEfvjCB1tlPp3EZK0U5LpdtYkpRFegzSEWTZpWYUMVVvsGrUnTU6KLCVfVGcoJWxovDpx1KA0AIQubi7F7TR+J7bt/LRc12Usik7uVjkIIsMpnNmPfgGe2s78ji9i4NA5FYMAEmSpOL57ipSpTRKJV3HxaZAbTFKgZWJgjgtQyxnQeRKhxM4JI3ZiVPfdg4FekJrTSuKFrUP3ULhuQ4mshcn35sHeRrwrtuRAqVtOsx1PGjNvr2ONE6Hw7mQ3b3tOsv6e8GmBrPKs+7ns+pcnS7e9qlrV8RlRp2e59GKIiam6iRKM1IpUSn1bgDuSCsu11rTjGJGeomftaEZxSRK2bSk6Y6WdaLZiij1aFCej4U1AJXCzErChkEnUcq0Z4O8p50O7dGWRrYbKQ+L7DOejyWBEHJJtYNFVd1gKIjTssTyuPgcjBBS4I14xJO97/bcsltEnIZAlvYRwqYu5nsxWWwIIfB9l2YrIkpS8sTcF81cYD3ATzDbzslEzHHmEj0LFG3dE6S95Ib7vvWKEGXiZN1pwmhM/nnk7UGkYNPaVfl2ufs1mSQni7JkpkwyJTEOvuehtE7ToWlUS1vrBgyEaS9Cz3PTfnjdehzXdZmqNXFdF6/DDFPnJEWjVVtDtWgw3R/noGNbkkrfFEAnoXJdG3HMjIxn+5519jMcFtOP6WJDGAlz18+sCPzP//k/+dGPfsS2bdu4+OKLOe6445iamuK+++7j5JNPZnx8fN5jF1eIZYhlctN+0MLxJMG4b3tRObaTuhM4+GMebq9mnwV6IrvYKa1zf5/lBCFs02yTpkW0HsyR32AGvnURCKQze4qq17qkI5GOBCE6ohu6i9BMfwwCmUakZOfFucOYMiM2ge8RBj5h4ON77oz9zTyrXEfiOA5h4Hd9xlkfuIwkZC1NoijC9/286nD62kphgBSCVhTn7VGM1rl4XRudWxEsBbL1zvVd7dyuV5QqihOUNnn0MPtzkI/JGEOjFXW1hymweDDG8Du/8zuceeaZXHvttXzta1/jueeeAyzBfcc73sGXv/zlBc1REKdlh+XtXXKwQEiBV3YJxnyCMR+v4toLWYGh0IoTPLe/buVAQwhBGAZoNQR5sg3nBhi9bXLZSVDmQlbNlmmarA5G5y1qEqW6HmrAlE6WxnNS5/Luh8ijO0mibLVcajGQvbe9V3ZfhMwE97aCLugUhtuAFq3IEogswmS0wXHdtpHvNJRCH+mINLzVPopZY13Pc3EcOe9enbMdm/m+b/p7s2MmOwTm9rO0ovZBopr1RnOeaT655I+Vjj/90z/lL/7iL/j85z/PQw891G3IGoacd955/PCHP1zQHEWqbpnBFtgUxKnA8kZnA9/OKqvlCAF5z7c4iXEdd1aHaoMZ0AiwexvhCUxr9ouh8ESua5o5Qr6ARYMQ3WeTJFG8sGsPnuswWinjuA6OdHKemFXPO47M/aGm93/LoI2tGLP2DbrLZT3TBvWCMeA5TvszSN8TxbH1wcJaFix3TBd8D/rBCSFYNTZCM4qHr6rbH6m6FY6vfe1rvO997+MP/uAP2LVr14zXjz/+eP72b/92QXOs/KN0EGI+zR8LFNifsBEStSIucFkPN9+3TthRnBBFc0Wfhr95EUIggtmU3eCEDnGSEMUxcWLbjBgG0EYtEgS29F9Ix4aUZkybibotdezloJ45ezuO7VXnSCe1NbDarcyZvB9zytKJ+b+lHSf0bdow9L3F1TgtAYQQXUak1mF98PeGgb/s93Gl4vHHH+eMM87o+/ratWt7EqphUHxyyxBFqq7AcobWmiiJrY/NCjn5C2HLx8ulAIQ1qrQRqGTGXb8VU89vHulLRChm8i4HnIpDrBO279zD8zv2UG82rc9S+rBC83n6Tg0Ix5FsWDvOmrEqvmejPp3TZdKkbA26oyqvM22VmW/6qV6qUgrxPY8gCEiSBNdz89TVdMwo7U//LaXVU2VkbbmeBzOj1awvoud5RJEtpxxUjyZgXn0cheMs+WNY/PEf/zHvec97eMlLXjJYq6I+uP/++3nve9/LEUccQRiGHHbYYfzrf/2v+Yd/+IehxgnDkMnJyb6vb926lbGxsXmtMcPyv118EWK5njAKFMiq6KSQ+62B72JCCEEp8IkTRZwkxHGCMcZGTTKBr55bpzIbpCcxrrEW2gaQ5G1NSMidq13p9NTyTK9MzOJRs62o3W4le1//SrDZya7pEkMPq8NxHYdmo4GgYtNuB2nwvPP4SEeiEgUMV1E6H3G4/R4tZapu+O/9pZdeyvj4OK985SuZmppi27ZtQ49x7733csYZZ7B69Wo+8pGPcNhhh/H000/zla98hV//9V/n+9//PmefffZAY7361a/mP//n/8zFF18847Uoirj99tt57WtfO/QaO1EQp2WIgjYVWK6wKTpDeICNLheCPGLgyJxAaWldsl3HGaKstf+FTwgB03ilwXoTbVy7iraWfPGYhTZ61sbCQOqzlIm5BYIskpSu0YAe0I6h3/gZGbRtSA4u5qSUmhF9k0IS68g2fFaDa5ZWSrR2Ljz22GMcffTRAJx11lnzIk433ngjrVaLH/7wh7ziFa/Inz/vvPN49atfzVe+8pWBidMnPvEJzj33XP6P/+P/4N/+238LQL1e52c/+xn/z//z//Dkk0/y1a9+deg1dqIgTssRK/SCVODghjW6jAlDf8G9vg40sguf79mS+1YUkyQJcaJwFqsUvqNyDKb3t2sLqCXdZew9yYYZQAU1xwbtKEm6uZ6prbKeTHr+VWikbW/ylNXKIE7GGCZrDeK0KXK/3X/yV9uolstsWDuePyfTKFC23wCNRov6VJOKH4KBqak6SmpGRstEccLeiSmqpXBo9/DlKA7PSNNCsG/fPgAOOeSQruc3b94MQLlcHnisc845h2uvvZbLL7+cL33pSwCce+65+et/9Ed/xBve8IYFrbcgTssNQuTmeAUKLBcYY2hFCZ7rrHjS1Imsv10YCJu6SxStKCEMFiGi1oMzaOtdkL/mS6sTy2wIeqZvDLklQb+K28yjKfW9nH+kJ/dpyv45u9Zo+jztNawMwpTBGMPW515gYrLOqS8/HutpKojihFZk3c491+GZ53awfu0q1q4apRnFhL6HQRArjev6OE7aVLmhqTghRhlLJo3E1Q7xZMLz+3bxxDPbOOXkl1ItlYZap5ByaMPUocbXduyJiYmu54MgIAiCJZv3X/2rf8X3v/993v/+9/OZz3yGLVu2sHXrVq644grGx8f51Kc+NdR4l156KW9/+9v5//6//4+HHnoIrTXHHnssH/jAB3jlK1+54PUWxKlAgQKzItM1YQyuu/yMLhcDUsq0NYslMc1WhO979rV5CpWzproZBAK0brtuT9ve+hkxI1LVuXG/uJMx4Dg28qGNwQxR5TVjoNT8EkjF470sG+y2SrdJYDuFJZlHN5ElwaD8TSeaTaOrOWbtJuKJCIAYxf1PPEWz1cL3PU45+aWAtXR49KlnabQiDj90A//y6FbiOEZKySuOPxoRg0NmtdCuvAPQShPgMTZS5VfP7+Tp57azedOGRd7rhWPLli1d/77qqqu4+uqrl2y+3/u93+PZZ5/li1/8Iq973evy50844QTuuecejj322KHHPOmkk/jCF76wmMvMURCnZYiD8cJUYGXCGOvmnCiF73sHdRY5q7yrlsvWMiCKAYHjtBu6DvPbtO7X3dv3K0EXQuA5DrkB7ixBhUwE3skJcj9vIRDGzIhat32jxEzyJaYJ0k37uV77rLXpqrbL3pel54SweqvlAMPcFZIqUiQ1Rdnzu553kbz8iCPYNrmXf370KXbvtZVaT/5qO1IIfu0Vx/Lc9l1M1Rscf/RhPPnM8zy/fRdHru1PhASCVZUqdR3x0OPPcNKxRwy1P0secUq/eM888wyjo6P580sZbQJwHIcjjjiCV77ylZxzzjkcd9xxPP3001x//fW84Q1v4Ec/+hEnnXTSkq5hGBTEaZnB+qyIPNxekKgCBxpRlOA6zoqsohsWWaop8G1ftiiKSRKNMcObMg7z2x2GlImOiFAvGGPaIvHMUDcVg1s9Tufn2EGihEDLLCU4+/xS2nNULwNH0dFceL7QWRuWPJqV70x7bZm5Z0d6sfcxnP1YxbUkF8l3v0sghaTiBtbBPbH71GpFVEoh+yZqtFoRE5M1nn9hF1JKxkeqc+6bEIKxchWtNaXScIREOI714FoiZN+N0dHRLuK01PjDP/xDrrvuOn7xi19w8skn58+ff/75HH/88Xz4wx/mZz/72UBjffjDH55zGyEEt95667zXWxCnAgUK9EWcJAD4nneAV7L/4UhJGPi2L5nSKEd3+SwtVx2PTlOrSik818XpILxZkrBN1LrJQqepYz/k/emM6RIqG5OSKiEGkoR3iuUzO4Ukia1g2nSTyTyNaf/WHTnrEtZPn8O2spmaqll+JWQu5gZDHCUEzozD0HU8xsoVPMfN9WcvOfJQQt/jia3Pc8zhhzBSLdFotvA8l5FKCMnc+z5SCdmwdpyf3/8Imzcuv1Td/kQcx/z7f//vOf7447tIE8CmTZtyO4J9+/YN5L902223zblNQZwOUizXk3KBFw+UUiSJIvD9uTc+SJGZPGrXEMcJCo23DN3SjbF2CiZNoymlaMWJNZTsiFxn6bR+bVQAoihGqUlqtTpZ+m+209H0oZIkoZz2L2w0mmnKc/p6e7xXgOu4+L6PFN2Nfk33/6Y9P/e5MnNoh7ZNgtEaHRuMY2ZtcyWF4PRTXkapFDA2UsJ1PaSAtavHqJRKrB4fIU4sqXZcZ07iZDAEgcfLXnoEk1P1Odfeif2Vqtuf2LVrF61Wi7hPhWH2fL/+h9PRKwqqlOKJJ57guuuu48EHH+RHP/rR/BdMQZwKFCjQA5n1gOu6S9apfqUg69cmfc9W3cWR1Sots8PSGcFxXZdWnJAo1ZVibfs29V+853mUSiFKaarVCkLIrobAnejUQWXfk507d+WptjAMCcPudFRG8jDkpqPaWMLnDOEanpt+im4C1lPM3mPtxhgaXmOg3qCrRqsg7XoTpdDKsGqsijGGJIZVa8aYnJwiUTGudEH3r4CUnkRjqDWaQ3s5rXTiVK/Xc+fuTZs2AbB+/XrWrVvHL3/5S37yk5/w+te/Pt/+scce4+677+aYY45h9erV857XcRxe8pKX8NWvfpWzzz6bSy+9lJtuumne4xXEqUCBAl2wVXQqN4osdHYWWfRJKZGn76yh5IFeWYrO6jbSasDpqbgBSLBJSYwxOvWaagvB+21v/7T/dhw3j+5kNgnT0el5ZDrWPds8vebNDSfTeWYT3/eCdHv165v2XkdgBNTqTZIkodGM2bNvCoTBc102rB1Ha/tdKJVCa4g5meQ+WZ2fgZACv+Kxb6pGHMcHhbP6N7/5TZ5++mmA/M/Pfvaz+euXX355/vd7772XN7zhDXzwgx/MU2pSSq655ho++tGP8ta3vpXf/d3f5fjjj+fpp5/mS1/6Eq1Wa1Gr4972trfx2c9+tiBOBxvsj/wg+EUVWJHQKXEqr2B38KWE4zgEQlB3JHGS4DnL5zRqqyANWhvKYdizsm+osbSeGQHqcXqyJMZW8/m+NzchSAXsJiVyWmsEAo2xVYGDRpw6dE6DRI6mQzq2R56J+y/YLTlI2b6JePrZHWx97gUOWb+GZ/ftZNfeCU59+XH4nk+t0SLwPbwRB9XSqJbKi3yc0AEPphotjBGMj1R56tntwy3YkbCUjuPzMNe89dZb+fu///uu56644or8753EqR9+93d/l0MOOYQvfvGL3HbbbUxMTDA2NsbrXvc6/u//+/+etWnvsKjX67nh5nyxfH7xi4xWq7XkJZRLhfmcAAoUWAxoY2g2I8LAO2haQiwFsuiG73kkSoHpthrY33wzIyqNVkSjFRH6PoEvMEYMvJZ2v7s2omRmRaXIqtuEsLYDneLstM/fbD7nJiV2+XjCHrusknjQamIpZdeBnu9506u4JDWFjmdqY9yyi+PbfQ8DP19jGHgcsmE1sVIkSUK92eL+h5+kVm8gpeQlRxyK5zo89PgzNFstRkcqnHzskfzykV+xbecePMfhuKMPG3qtNlW3hFV180jV3XXXXQNve9ZZZ/XV755zzjmcc845Q88/DH7+85/zH/7Df1iwtcFQR+nRRx/l6quv5vWvfz0bN26kUqlwwgkn8PGPf5znn3++53see+wxLrjgAjZv3kwQBGzYsIG3vvWt/OIXvxhqoXfeeSdveMMbGB8fp1Qqccwxx/ChD32o5xpPP/10yuUya9eu5frrr5+xzRFHHIEQgpNPPrmnkOzqq69GCDHUF2KxIIQ9KXXdTRUosB9gjCGKYlxH9k15FGgjI0+h7+NIiTLt3mxLqUOZbT2B71EthbiOoNGMiJKk4/XZ399uk2KhtGayVs8rK6fPBb3JitZ6VsG2dWuXuK5jPZ90u8pPyt6Gm33HkTJ/SDmYNqrXOP6Ihz/q4YQOTuDgll2CcR83dLq2k9JWDO7eN8VDjz/DCzv3UAoDfrVtJ8+/sIt1a8ZxpOSpX20DBIesX8Oa8TGe376bF3bv47ntuzj15cdx6iuOZ2ykMvRaC8yNo446qudjfHycU089lV27dvFHf/RHC5pjqIjTrbfeyo033sjb3vY23v3ud1Mul7nnnnu4+eabuf322/nJT37Ccccdl2//d3/3d5xzzjkccsghXHTRRWzZsoW9e/dy33339SVavfCxj32Mm2++mXPOOYdrrrmGUqnEc889x//8n/9zxrbvete72Lx5M9/+9rd56qmnuPzyyznmmGN4xzveMWPbBx54gG984xtccMEFwxyG/QJNW/hYoMD+QJwolNaUFqPdyIsMrusgjSRJFEorAmf/EicpBQiJK8ijQ66rsFVxzEkqOqNNQkAUx0zVmygEgR8w3W6o1w1nBiEkZhYDzF7ryEr95+vSvhiQrrSap2kwxpAkCm00AolAcMj61fzay4/jV9t28uAjT3H4odZSwJWS9WvGKZdDnnzmeVzXwcm+C+n53HEknucOXCXWiZUuDt8fOOyww2Z6cgnBq171Ko499lh+93d/l8MOGz7a14mhiNP555/PJZdcwqpVq/LnLrroIk499VQ++tGPcuWVV/JXf/VXgC0xfM973sNrXvMa/uZv/oYwDOe1wG9+85vcfPPNfOlLX+KjH/3orNvu3r2bBx54gLvvvpvx8XEAnnjiCX784x/PIE4bN27E8zyuvPJK3vve91IasmdQgQIHCzJdTJIk+J5bkKZ5IK+884Q1zoxtiqtfy5IlWQPd6UJnGnnrV23WmTbL0IpijDGsGhshimPqDUEpDNr+TdLGmnr2xRP9BfOdFXVd6zPWc4llarKqjcZxHLQ2OI7khV37+Pt/vJ8ojtmwbhVHbNnAZK3O8zt2E/geLxmrUimHPL9jN77n4Xkuo9Uy61ePc899/2KrvI7cPLSprBBLTJzm0eR3uWF/ZIqGIk6nnHJKz+ff97738dGPfpT7778/f+7LX/4yO3bs4PrrrycMQ5rNpg0lD6k7uuaaazj55JNz0jQ5OUmlUumpv1i1ahXr1q3jmmuu4d/9u3/H1q1b+c53vsNll102Y9sgCLj66qu54IILuOGGG7j00kuHWteS42AotyiwYhDHCY508tYiBeaHLH0kPUmcxCitcR1n3mmkYeceFp3tU6DdrcD3PEYqZUbKJSZqdWKlCGkHwDOClonCu9aB6d2sOJ9k+j+zCrzBL9oma5Tcp2pvMWGw/ekarQjXcThqy0Y2b1oL2Oie50h83+M1J7+UZivG911KQcCGtas47JAN+L6LMYZS6LN67KXsnaxbq4bA7+tdVGB5Y1Ho5bPPPgtYP4YMP/jBDxgZGSGKIl73utdRKpUIw5CTTz6Zv/7rvx5o3EceeYRHH32UX//1X+cLX/gCmzZtYnR0lEqlwjvf+U6eeuqpru2FEHzjG9/gtttu45hjjuGNb3wjp512Gh/5yEd6jv+BD3yAk046ic9//vPs2rVrfju/RDDaFOSpwH5Bkii01gTBwdnAd38j08L4nocjJUmSECfDp2UOBLIzjuc6OCnZG6mUqZZLPVUD/c5Qsxn4tvVNdkQpZaptGmB9xhDXE5p7WjR3t2juatHa10JFsx/fLLI2K6HrA601sVLEsaLeaBElMaXAw/dcPFfSaNSJ44gkiRkdKVMOgzw9Win5VMshI5WSjS4JUFpRazTYsWcv+6Zqwy3GkUv/KDAnFqWq7sorrwS6e8Q89NBDKKV405vexLnnnsvFF1/M9u3bufbaazn//PP58z//c377t3971nEfeughAL71rW/RaDT4wz/8Q1760pdy11138cUvfpF//Md/5J/+6Z9Yt25d/p6zzz6bp59+mgcffJD169dz5JFH9h1fSsnnP/95fvM3f5NrrrmGG264YQFHoUCBlQelNFEcEwQvXnfwpYI1onQQUqASm75btr5YAqSQCKWQqQbHcRxc16HRjJiqN6mUAirlMFeZG2PQariedL32vbP3nDYm96CaDmMM0USEnmYdoGNDFMd4VYMbzryk5a7qxthxh0yPOVJSLZfQWrN77yST9QaTU3UMhlIQ4IpufVinS7uQgiRRudEnpI7889A3wX7QOK3AVN1RRx019HuEEDz++OPznnPBxOmzn/0sd955J+94xzv44Ac/mD8/OTmJUor3vve93H777fnzb37zmznxxBO55JJL+K3f+q1ZTyKTk7Yb9QsvvMCPfvQj3vrWtwLwr//1v2Z0dJTPfvaz/Omf/ukMhXy1WuXUU08daP1nn302b3rTm/jSl77Exz/+8Xl9CIvdHiXzT9HaIKWZ8dr06peDCQf7/sHy2UdjDM3Iph+kEIu2nuWyf0uJYfZRAI4jiJOERNHV7+5AIVu31goVa3RLg07TZh4kjo1CKq2JkoR6s0m1HHSRgkRpkiTJ03syrYoztMXjWSpwNvPMTGMlpbDeTsL0JAdxPUFF/YlaNBkjPWlNSafNkfXPEx3f887PsNN1vWtt0/rpaWMoBwGJSvA9j9D3iKNWxzjt1KOdV5Io1U7VmvbYBRYHvcTgS40FEacbbriBK664gjPOOIM77rija/GlUompqakZnYqPPfZYTjvtNO6++25++ctfdlXhTUcm2D7kkENy0pThwx/+MJ/97Gf57//9vy9kFwC47rrrOOWUU7jsssv4y7/8y6Hf32q1aLVaC15HPl4U2/GMmSHwNMZQq9nw7oE++S4FDvb9gwO3j9ObqkZxAgZ836XZXLx1FJ9hbyhle8i5ntszorI/kREaVVe9zR9daNEiUYooUkijiaIIlWR9wyyhiloRzVQIH3gugW99rZJUuxNFMVHUmpU4qZRktb2cLNGcvl00Ec/pC9zQjS4LgdnQ+RlmPKbTWT2LxoLVMmltmJycYtVIlVLJVp6qJKZer6NUgtIGrdQM8pUohRQSx5EopWk2GrSazYHWOB1COkvr42SWpzh/NhwI26B5E6frr7+eiy++mLPOOovvf//7lMvlrte3bNnCQw89lPej6UT23O7du2edY8uWLV3bz2eMQfCqV72K973vfdxxxx38wR/8wdDvD4JgUc02m60WjuMyMlLBdbs/ouziNzo6elBelA72/YMDt49Z/7mscq7WaFIOA5xFrmQqPsP+iBPbisM7wNWLSmniWoz2NHgzXzfGoCMN0mFsrEwYBrgdFYKtKCaerLFqVYVmFKeaKImX9nKLowgA3/cplcJZiVOWtnIdJ2/aO734xxhDM5775lT6Eq/qDtTvrvMztL553VWJSikaTRtNch0Xz3eJDZQqZSrpPiVKYYwmCEK0znr7dc+bKBu981wXbQyR0iTzDTgtuQ5p5aXqDgTmRZyuu+46LrnkEt7ylrfw3e9+t2cp/2tf+1oeeughnnnmGU488cSu17Zu3QrAhg0bZp3npJNOolwu88wzz8x4bdAxBsW1117LnXfeyac+9SnOPPPMod672CfAdsuV3j/+zsaaByMO9v2DA7OPmdNyrdHEkZJSGMwg5ouF4jPsDc91iROVlrUfmOOTp6paszt0CyVQiSEcC/C97u+J40hKoY/SGiktEZOZRklkBEtY24I5jpHruBij21YHfbYf6FgJ6wnliMHSoZ1zdTqWK2XTlK7r2FYyjshTjvsm6/a309GQePqje/8cIq1zYub7PlI2i3TdCsbQ9PJzn/scl1xyCW9729v43ve+19f/KNM73XTTTV1fkJ///Ofcc889HHfccRx99NH58zt37uThhx/u6iFTKpX4N//m3/DCCy/k/lAZvvjFLwLw9re/fdhd6IkjjjiCj33sY9x111388Ic/XJQxF47l/cM62HUsByNKgZ9WMTlDe8gUWBy4jkOi9LwqvBYLOtZznl4Egoof5OmqTqjULBUMxgiakTXM7PSEGsTDyhINO5vWpu+ahBBIb+7LlfBmNjYeBIZ22lBrTaIShJC4jovve7kI3nEkURyTzKiSNH3NioUQaaqvnZLMKwqH7A2XicOX8nEw4Mknn+T3f//3+bVf+zWOOeaYGS7indxjPhjqdvPmm2/msssuY8OGDbzzne/kW9/6Vtfr1WqV8847D4AzzzyTCy+8kFtvvZW3vvWtnHfeeWzfvp0bb7wRz/O4+eabu95700038elPf5qvf/3rXa1U/uiP/oj/9t/+G7/zO7/DT3/607yq7q/+6q94xStewe///u/Pb8974PLLL+frX/86P/vZzxZtzPliufMR699i3XQ9tyhjXwnIUgtSSAK/MLo8EMiIgudJlFIIRJeuZr+tY0ByIVOXy1Yr6iI50pGUw9C6X4sErR1C35boJ8nwlXZCmLz1Sj9fArfsEu2L+o/jCNwgTdMNtQLyJsFJ2l5GKY0QGsd18mOllMKVEtd18YaM1DqOQ9JqQUqgeonRB4Jc4ia/K7CqbjoefPBBXv/619NoNDj22GN54oknOOGEE9i1axfbt2/n6KOPZvPmzQuaY6hP/9577wVg+/btXHjhhTNeP/zww3PiBPBnf/ZnnHTSSdxyyy1cfPHFhGHI6aefzlVXXcVrXvOagebctGkT99xzD1deeSV33HEHu3fv5pBDDuGTn/wkV1111Qxt1UKwevVqLr30Ui655JJFG3P+WP6d6rTWxEmC6xQX4ZWCzPm4aOB7YCGFRGFvPoTYvxYFQggcXzKI9aJwJAJSQpGuUbSjzcZopAHfkRitaDQa6LThsXQkrWZEHMV0hmPa3Mj+JavoFFJYSwRpnxPSzp33xXPArTgktZml/MIBb8S1sxiDwTYanu2oZvuglMZg8nYvWhlrTGkMIk7TeHanSVLylJPdjr5Yc9E1ISVKaxLVJk7Ti38KLBxXXXUVruvmVkXr16/nxhtv5I1vfCNf/vKXueKKK/je9763oDmEKXItC0Y8gGhxGDRbLSYna4yNjuD73cpNYwwTExMHXHhrjCGOE+IkJgzDRWsKu1z2bylxIPcxiq042V/CiFPxGQ4+Rmdrlv2N1t4WqtU7OmSMYao1xdiGsS6SLYSNNhlt0Ka7dUoWMUqShHq9jud5GCDw/TRtl42T+R7Z8v62JUH6/DSbgGzb9uJAaokwlhwZaS0MOnlLZ+QqI2lCSqtNydvFGKamphipjnRomxSO49BqtZCOzKNnUkq0UtSaTYRwWLdmDIFAKUWtViMIfLQxVCqVLvrU+d1oRTFCCHbvm2QiNb4shQFHbZk7+jExMcHY2Bj3vepSRpz5tS8bBJOqyavu+xz79u1jdHR0yeZZSmzYsIELLriAP/7jP2bXrl2sW7eOv/3bv+VNb3oTAL/9279NvV7nO9/5zrznWBplaIEFYX5Z+gIFBoFZAbHMFwdsaxOXKE4Qgv0eBfRHfRq7mtCLOwlwK9YEs4sYCmtOaSSgpQ0apZEhMHmWLbsfz7ydRFqOvz/QSba06fZpwhh0Ss60tgaeiUryM27moSeESNN19m1KJRgDnuPiONKmLiFNu9ltdOpr1Y5AdUNrlUbn289NF90XWDj27t3LS1/6UsBWdQLU6/X89dNPP50rrrhiQXMUn9pyhI1PH+hVFDgIUcSXlx8cKdOL9P6tshNSYKppdV1EHtRxSy5u2SWpxX0F3kIIHEekESJbyZal8LoiP1Lu10bH2dpyLdYs2xljSOKISrk8Y31KqdxfKk4UJo2m1aMpAsehVAoBG3XPdFFSyg6x98wfmsBWHTpSWusFY53Hh9u5JdY46ZWfOly/fn3eQm1kZIRSqcSTTz6Zv16v1xfsu1gQp2WIlUKZhEi1DAXJK1BgXrAERBInikTpLq+k/bMAIAATpJGaRFOqhrk1QKbg6bcmra0+CJNt046XC9F+77D71O4tlxLKDn2V1hop5aLJA3oiT/MJQt+z7WBailLsQKRJRIQ36nc1b5ZSdrVWmQ7bTkZQKZcQQjAxVR+6MEA4ErGEkbuV2HJlOl72spdx//335/9+3etex5e+9CXOPfdctNZ85Stf4YQTTljQHAVxKjBvuK67ZD5ABQq8WCCE7WmXJAlaC6zd1oGptOuMkxgDjUYL3/fwUkIwc11pdVgq6FYdFWMLgTGgjZ7ZDsXsHymDFAKZntuMMTR3NEim4vyC2drdpLW7iTPmIfzByIbRhkRrXti9lyiOcaenQQssCs4991z+5E/+hEajQalU4sorr+TNb35z3k5NCMF3v/vdBc1RXPWWIUzH/5crih98gQKLB5l6/cSJwpfzOy1nvdQEIq1cm/s3KoXIJU5CCLRoC57iJKEZK6gLxkcqBL4/Q0HQJjPDGYLOFc0SmZYqM9HMnpzlPYuJzvEz0mTnnpbS2xcjRiUMVNxt9YUqdUoXQuAO2z5lqe0IVmi17Y9//ONc/P17v/d7/N7v/V7+2hlnnMFPf/pT/uIv/gLHcXjnO9/Ja1/72gXNVxCnZQghxNDGaAUKDIpBL6oF9i+klDiOIUkUrjt8NCJrrisHdM3O5uwUvhljiBOF6zjUmy18P8RzZZdQuhuCRquZt03xHGfOaJDWmkarhUBQCvtrfKSUuaFmbkmwBN/bzqhWdiQy8mmUIZ7s7x0FQE1jSrMfc53aFniuJPA96s1WNtFwKIhTT7zlLW/h6KOP5sILL+RDH/oQGzdu7Hr91a9+Na9+9asXbb6VeZQOcgj6m8AVKFDg4IWTtsWZT8orUxgNUzU5fUtjDI1mi3qzyWilzPo145TDEN/vc48trFmk6ziUgoAw8HHTSjEhZE93dKU1zVY8Z6GC1hqllRVqp/3elsI9x6RrSlR7rmyepDaA25UCkjnmSHVZWhtUh7t6cZpfHHzoQx9i27ZtXHbZZRx22GG8853v5G/+5m+WrLNFQZwKFChQYJlACIEjBVrNnyQMcy2eTkq0MdSbLbQ2SGmF644j8yiWUppGs5W3D5FC4LkupTAg8D1rXzDXCozt2TenMUZqZQA2YrNY+qmZ6+nfOsroAeebY11ZHzylNXHcwbKG3J2i5UpvfO1rX+P555/ny1/+Mq94xSv4T//pP/H2t7+dww8/nE9/+tN5b9vFwso8Sgc7ioBTgQIvWsi0hD8Zgjxpra0DdoeT9TDo9C8KfM9aDGjTbnzbMeT0FZVLQc8Kt2lvy+F5LiOVUjZx/zVpk9sAHChIf0ANkjP7GrOPRXQ0bk+LEIdckFj6xwpFtVrloosu4t577+X+++/nYx/7GPV6nU9/+tMcffTRvO1tb+M//af/lGvMFoKCOBUoUKDAMoP1BKKDDM2OzLtIStH2UxoAYjojMobAcymVfER6EU2UotFo0Wy2rFkng17x25YGncjWVgqCWUlRFu1ypMRxnJSczf/C3ulG3vlv6NZOZfomAKfkIOYgRSKU6Tb9I1e6Y57MgsD2KSwuwUuBE088kRtvvJHnnnuO22+/nTPOOIP/8l/+C+9617vYvHkzl1566YLGLz61ZYhMq1CgQIEXJ6y/k4PO25HMDSllSrgG903yPZfA8wk8H9/zEFISK02jGedpKkdarZKQEs9zCAJvsIh4mprSykbDIG0Onva4jJM5hEHpGCLtZ2cdyAfarb6Ynu6zXlGmg5w5XW7pxoC/dpYWJxK8VUE+Vj8kae8700GuMguHYVCk6oaD7/u8733v48c//jGPPfYY7373u9m+fTvXXXfdgsYtquoKFHiRoXAPXxkQQuA6kkRrhGHWStv5prNcp30JyBpAB2mbiqm0B2cY+ISBP6/xE6WI4jhNP/o0WxGtOMFNTRyThqIcBjMiLxnBgva+ZaRwIdBaW/dtNFprtNG5oWbmQ0VqlKCz9GUgCTaWSCZiVD0lewLcikfsxTieg4qSlNj1Mwptk1DXdWyzYMfJ93FgONI+lgoHgQHmdERRxJ133sktt9zC3//93wPMqLobFgVxKlCgQIFliizaorVByKXX+2TpI2cRWqUIAUobpupNQNBoRkzVGzlpGKuWacUxgefNJE50pBvbHgELaqtgUndzY8wM/ZhJe9jlXljpdhlk4FDZFGCUttorIdBomhPRQMeo1yZORxPhAouP+++/n1tuuYXbb7+dvXv3IoTg7LPP5iMf+Qhvf/vbFzR2QZyWJfqoKgsUKPCigq2ykyRKpZVuS+vBtZgji1TjVC6FeVSnWglz0flUo8mq0SpKa7w+74e2fmuhu21NNSXazCQreo7IT0bsbMuTNIKks2q5Qea2FYkZKUufpdFqMToyMuROLH2rmZWKyclJ/uIv/oJbbrmF++67D2MMW7Zs4eMf/zgXXnghmzdvXpR5CuK0DCEOUMuFAgUKLD+ItOQ/jhPEEOaW80GmwdEdj67ZTDv8Mz1i09YFtVNsvuMABkcKPN+lJH2MMTjSodlqpbqiHvuTVqFJYSNfiwrB3DYAHa9LMTNFaPt0Dm5SqrVJGwcbtFJ58GzoT7IwwOyJn/zkJ9xyyy3ceeed1Ot1HMfh3HPP5SMf+Qi/8Ru/sei/mYI4FShQoMAKgONIVGoZsGTkyZB7SFmLA9U9V9bMV5hcPG7dxhN8z8aNMiE4gOs61h3cQDOKEJ7te9doRtSbLapl2aWzyiClQDJkO5IBIKRAaoEaRujX91B3j5FV6fXVORkDHUTU6sl6xdoKDItf//VfB+Coo47iwgsv5IILLliwjmk2FMSpQIECBVYAhLDtbTON0FKRJwMIk/7FdJfQZ8jK65XWJIlist6gUtK5sDxbryFtmOtIXCVpNFvsaraIk4TxkSpO2tol8P088rTYxLBLqyQEahHGztzGO8eea1jPdak1mrSSxEbTpKAZxYwNMa+QIreJWAos5dhLiXe/+91cdNFFeb+6pUZBnAoUKFBgBcBaFFi902yRjQXDqqg7/mlQqk+EJo2yuI7Ts+ItieO09x0Evo/RUDNNQt9PI1SGRtP2gouiGCEElXIJ31u8S5OBDiNNY9fpOH09l6a3rZluDWPSyFH73+lWfQhfpw6q0WzlhzdJFHsna2xYu3bwnSlSdT3xH//jf9yv8xXEqUCBAgVWCLIG4EuSshP5/waG4zh5GX6WdsoTdcLaEeybrOE4kpFKCY1t5eJ7Lo6TejRJSRQnaGMIPG/xNU3GoLTKj52UVnCvte7rl9dJnoSceZy1MR1+T5Y8To/Ktac3uaCpm45Zr64CKw8FcVqGEMIa2SUqwTNuIRQvUKBADseR6MSaSrru4l14BWmaLE0HibSUrd0ipP95KEgJiV2fk45nRe1BGOakJfQdPNcBQ+4EPlIp5XMv1AIhg5kWEcrSnFb8Lrr0SBl5mxHFy9/XbkmTVdd1ekoZkxGi7iid1tbwUiVJWmEIUdanzhhipXoL42dDEXFaFiiI0zKEwJ58ms0mvufhusXHVKBAgTZcxyFJFNqYBZtCZsjr5YT1cUoSRaPZxPNcjIHQ94kTa/ToTSNsndEWrdtEy3EcwsDPfZEsSem+GfTE4kZdLCmy1X2GttWAwSCMQAnV1X7FGCt0zyoKp1sWZNskWuFm1XTdM1rRd1d6085rMCSJQkpJK45J0j5pBpiq1wn9IY1Fl7qf3ArVOO1vFPRyGUIIQSkM8H2PeqM5p8dIgQIFXlzIojMqUQP3pZsTJiUXqV4n0QqldK5NarasgWUrivI19Hp0DWna6zWmu+Iui+LYh1mU81wnaSI1D3Wk07MJsd1l0/Xn9L9DKgInS66J3NW83fOuTTq11qhYkTQSVE2haxoRC8S0fc/eV/SqW5koQhnLFEIIwjBkcnKKZiuiFM7eELNAgQIvLthUWtYqZeHnBpuZa2t7SmHA6EgFR0rKJZ96s0Xo+3iDCrenLUlKMbPdj2gLfxajT1oW6UGA00Hkpkedei+3/zEUiK5KRmOse3g6a84Qk6ZCN/WM99KkZ6+jYc/pS91P7mDrVbdUKIjTMoYjJeVyiampOlIIgnn2iypQoMDBh8xVXGmNMCLXCS0Wssa62VzlMARMz8hSv/cb2pGZLOqk7f/QRqMSjZDkHlALWb817rT954QRGJFGtDpDQpCKzwVKtZsMS2E1TnnEza4m10XJDoG4SZsCd86baZymk6ZsFIASPo6QqC7n8iGjhYXGaVmgIE7LGEIIfM+jVApotlp4XiEUL1CgQBsZidFKz1mNlqXG+l2qZyNeWduT4aruxAxe0GxFuc4HY2lKtRygtO6bThsUtngtJTe0mwTnInCTRuiMNajqTCPaaFg72ialY4NhxiBEN0nKxtWqPb4xGpkI+h9dixG/xN5WLf93kapbmSiI0zKHLfP1iaKYeqNJpVw60EsqUKDAMoEQNoUUJ8mc3k65/mc26jTNo2ix4XsuruugtSZOEkq+P902akGYLuqe/vdMo5RFl7LnhBBoYxv42orC3kacWZ89R0qaUYTvW+E7BvQcDXuFEISuD60anuviOg6+V4jDVyIK4rQC4DgOlXKJqVqdKIoXTwxaoECBgwKOlCg1u7eTlHLWTEz7vLI455dey+i0T5jebqStRzIkSQIIfH+4S9R0O4HpRpYZyel8rut12XZJ73YFbxMuJ/Wt0lrj+177mA9x2KSUhIE/PE8pUnXLAsVRWiFwXZcgCGg0m7Yzd4ECBQqkyPyXlNIH5Maqs7S/c02zoV81XqIUzSieV/uPLouB6b3kMLlwPG1n3PEf+f9t9Mmm5PS0Y9ntM2UjeM1miyAIkO7cqdKWigGI45hWFC2+2WeB/YIi4rRCIIQgDHxarRbNZgutdeE6W6BAAaDDUdwsrB3LoO9TSqE6DCGB1CjSvrYQCCDwXQTdppNzw8xJGgU2OqeFwKQNjDOTS4HIJVydf8/f20nuEpXaCQjiOKZarYJriKLZ03VTUYMw8CmHIaXQQ4ohiZNY4lRdoaEdCAXdXUEQQlCplFFG04qLlF2BAgXasCkmgVJzE4j+6GEZ0ANxojqqzyzHkFLaKNECr71CQCtK2i7bPWAr6OZ//pOpOacjZbcoPfNmykhYnzmSJEFKgeu6ubhcuhK3PPNmNot8TSYNYq3wPY/RaonA90nUkN5VUrTTdUvyKIjTICgiTisImRA08DyajSae4w7uqVKgQIGDHq4jaUUxDnJe/MUwuFTH2glYwqS1JlHRjDnbhpRDkBwhcB2ZWhSIntKEnDhJma84m2LWuVJLBNGD3xkrirImlmnKU3VGpUQ76hQnNuWWpLqyJFF2QE/gVBx0S2MyAusI8ARaZZFBkWcMojge/LgUWDYorrorDEIIfN/DcT2manVGR6sLLuMtUKDAwQF7YRdpY9nhqdOgqTrf82zj3FRQ7aRERxlN0hEpUiolIcOsAZNX3vVzEzcYjAYtp/lEdZAseyjSY9Hh/a2NBm3dxZXWJEojBRibbETpdPNUTG6Hb9sSZERQIGg2Gvi+3zbYzCyjAjtv1IoIwpBEKdsCJm0GnJHNVjQcccr6CC4VlnLsgwkFcVqBEEJQKoXUanWazRblUlj4OxUoUAAAz3WIE4Xjz+OGasDIkMkYgrBpr+z8I3FgWoTIdeWi6zE7yVKv5zujXLmxZUqipBBIR2KMxHVs0+Hp4yhtrQmkdPJxHGn3Q2tNFElcR9JoxFQq5Z79RLU2xFGU+u9BojWVUojruGSRtGGJU1FVtzxQEKcVCikEYRAwVatbP5C0LLZAgQIvbkgpMLGZl0hcpBVnyx399ssGh2ZW9lkRtkENSAylEODY6rq8WjBzDseSsUzf1HYUz+bsJnZSiNy3qVoK06iOIUkF9gVWHgritEKRpexCZS0KHMfeDRXkqUCBAq4jSZTGc4eM9Igl9b9cMkRRzL7JWqo5At/3qJZLeK6DUpqJWp1WK8F1JCPVEmHgs3eyRqPRYnTUEp2JqbqtuDOW1IyPVMEIWq2IVhTjey6TtQZg03y1RotKKSRRmj0TNaI4wXMcRqolAt8jThIarQQ/SPBcl7FqhXqjSakUppEsxerRkeF2tDDAXBYoiNMKhhCCUhigVEKj2aJaKR/oJRUoUOAAI6vysq1Nhk+RrUTitHPPBHff+wC+7+K5LlobXvbSw9m8cR0PPb6Vp5/djus4KK0Zq1Y4+bijeGLr8+zZu4dV42MoZfjpfQ9x9GGb2L5rD89t38VZp76CdWtGeXLrNhp7GmxYM84T27axdedOEILx0QrHH30Yeydq/Or5HZQCHykk1ZESJ770CCam6tx1z//mpOOO5CVHbCaKE/7Hz/6Z15x8LJvWryZRim07drNh3drBd7QgTssCBXFa4ZBSUgpDJqdqNJstSqXwQC+pQIECBxjWm0gM6YNElusafHNjSJoKHVnhs5DigF1VgsDnFSccxUilzC8eeIQdu/fhey6PPfUsxx9zGJs3rqPWaPK/HnyMXz7xK47csoFnt23nV9t20mhEgGHLIevYtnMPU/Um9//yCX7t8KPYFJWRlQo04eXjmzl2ZAPPxPs49vjD2LFrL3v3THLGSScSOl5+zCd31TGeIY4THnniWcZHqoyPVrrSp3GcFL5JKxQFcToI4HkelXKZeqOJ6zp57r1AgQIvTghbO4/WZii9r0j1UUqptCJO9TyX2EI1g6rpLp5ltIEEAkK0tmmzOE6slmcaH7NeSQIhMh1Ruob0fxn5y/6evmmmMWX6ZxTFPPjI00ghaLQijjn8UHbvnaJSDnnJEYciBFRKAYcfuoGnn93O8cdsZtP61fzTvzyO1oZfe/mx+Km9y5ZN69jkjpDsalm9UwcC6XJ0sIaK47O1FvG6Y4/rMrKUUjISlDEY1q8eZ2ysyj8/8hQnHXsEhsxvC+Kkv09VXyxDcfgf//Ef87/+1//ivvvu4/HHH5/hID8M7rvvPj73uc/xP/7H/2DPnj2sXbuWV7/61dx4440cccQR8xpzKVAQp4MEnufixg71RpNqpVy4ihco8CJGJlrOLmKD3kgZYwmIUopms9X/JsyAkzhpgf/M1x0hUU1LulqtFk5adWZJ0cx3ZEQvHTr1U1K231yPi7DlbVnlm73Yu67Dlk3rGK2Weezp53jm+R0ctn4dI5sOJZ6McTwJHjSazVysfcj61Ty/Yy9h4LNh7XhOZlZVqmxyxnp6Ydm+dIbG9jqHrVrbc/9lamNw0mGHU15X5p8ffpJ//uXTqNTwMmvKPDSWYaru0ksvZXx8nFe+8pVMTU2xbdu2eU19xx138IEPfICTTz6Z//P//D/ZsGEDu3bt4p577mH37t0FcSqw+LApu8Cm7FpRYVFQoMCLHI6U+QV60HOBAILQpxSGGKMZGan2fK9ONNFE/1J6gUA1rQ9TpVLB87w80rIYMKmAOycftaZdlzFobSh5PiduOYzA89DGIBQYpTFNaNVjDjtkHUHgEfg+I9UKo9USvuflTYhHhT+rgagQAtVS+GV/1m3WjIwiPMmJLz2Ku+75p7wdTdfaVzgee+wxjj76aADOOuuseRGnRx55hA9/+MP8m3/zb/jmN785XHr5AKAgTgcRHMehXAqpN1r4vofXw1ukQIECLw5I6+oIMDh5GpBg6XiwMnqJY1uxLPE9nO97jI9UrOZo3xSvPvIoXGlJUFeqzRheffTRyBEXJ13XqrEq5bB9ozk+UqGsfZgjkyYGaNArhAAN1UrIK152NFufewHPc4niBG0MpSAYbkeXYaouI00LwRe+8AWSJOGGG25ASkm9Xsd1XXy/PzE9kFjetK7AULAWBT6u61Cr1fOwcIECBV6ccF2ZVtcNCjOMNnwgSCmWPPo9Vq3w+lNexq+/5kRe+7Jj8ZzeKca8fUpsI1NSCF52zGEcfdjGPCJ23DFbWL1mbO5JB/WEciT1RoND1q/mtFedwOqxKnGSkCSKSqU01H7mTX6X6pEes4mJia5Hq9Uabp1D4gc/+AHHHXccP//5zznxxBOpVCqUSiVe97rXcddddy3p3PNBQZwOMgghqJRLCCGoNxsLaoRZoECBlQ3HcbrakAyCQVJI0hvs0qFZupu3dg85KzC3XnYS1Nzr15FGaUsoHdfB7XAP91yXYPXc1cnGmXvfDAYtbGsXBPieJXRxnJAoxd6JiTnHOBDYsmULY2Nj+eNzn/vcks21b98+nn/+eZ577jnOPfdczjrrLL797W/zuc99jn/5l3/hLW95C3//93+/ZPPPB0Uu5yCEEIIwDKjVGsRejO8VruIFCrxYIR2J1gbHWbxzgHQlwhGYPiTFYHACFxqLNuUMTO/RqbVBGTVYxMzM3pdPOAJ/XUi0o9lnA5DjLo4rSZqqp0AcQLkaVBacEhhAKz1vfdP+6lX3zDPPMDo6mj8fDJtSHAKTk5MA7N69m0svvZQ/+qM/yl979atfzZvf/DK1zh4AAHcPSURBVGYuvfRS/uEf/mHJ1jAsCuJ0EEIIYRtuBoraVB1ntFq4ihco8CKFI226zhlAkzMM/KpHNBlhegReNBo/dJaMOPVOwxmkkBhXoueQKQhX4EiJ6cOytDa4awKQgmhnsyuKJUsuzloP4xrcskurFeGamZdSWZJIodGYtmeCsRV18261sp+q6kZHR7uI01KiVGqnKy+44IKu1970pjdx2GGH8Y//+I/U63XK5eVh8lwQp4MUQgjCUojSmkajSbVaOdBLKlCgwIGAEIDtuzbdk2jGprPWkk3b1hH4Yz6qpVEtWyUmpQBPWDPe/XyjJoTAcQSi5BK1olm3lYEDfawUOsfzVge4q3x0XWG0wQkcvJJPFLWIY2u3kLgxlZEyumXtEXAE0hc0Wy0c1yGOEnzXJfA9pBAkSqOGTJ8ezFi9ejWVSoVarcamTZtmvL5p0ya2bt3K3r17lw1xKjROBzFk2pIlThTNJRb3FShQYHlCYM8Fc0Vh5jW2ELihQzDmE44H+KO+1T8dgOB2pndyPAev6vXdzgkcnCCr9OtNnYRojyelxK16eKM+bslDCNDaWi0YA0ppEp3gVT38UR+v7CKkTImkTMeTyHQ8pRRmvhEnIZf+sZ8hhODXfu3XAJsinI5nnnkG13VZvXr1/l5aXxTE6SCH67qUSgHNZos4jg8a75ACBQoMBmsuSd+01HSY1AtptsdC3KE75+k3Tudr85nLCR28UQ/htWmRcARe1cOtukgpMabtvmD3WdNotkgShZQSKeTMlGC+DJG/1+qOJErrvJK5q5LQGALPyedJlJp/0c5SVtQtdRoQqNfrPPzwwzz//PNdz3/wgx8E4Itf/GLX83/913/Nc889x5vf/GbCcPm0EztoU3WtVmtJBW0rCYHvk8QqbQRcaJ0KFCjQGzaaYluuaN2/5YqUckGGlhmBkFKitZ7hOadTIpP5T7nTOiFkRKrfucwAuAKn6ubbu6nOUxuTOpLbyrokUTiOQxwnTNUaVColSo5vK+KmRYY0GokDGISw0SaZ+kUpZUXiUqbzpCQzUTrv5KC0Jk6GsYdY/vjmN7/J008/DZD/+dnPfjZ//fLLL8//fu+99/KGN7yBD37wg9x2223587/zO7/D7bffzpe+9CV27NjBG9/4Rh577DH+3//3/2VsbIx//+///f7ZmQExVMTp0Ucf5eqrr+b1r389GzdupFKpcMIJJ/Dxj398BoPM8Nhjj3HBBRewefNmgiBgw4YNvPWtb+UXv/jFQHN+6EMfmlZ22n78wR/8Qc81nn766ZTLZdauXcv1118/Y5sjjjgCIQQnn3zyjB8GwNVXX40QYln6R8wHUkrCUoBKbBuFIupUoECB6djfN1RaGxrNFrVGi2YrQg+o+8kiUCpPl/V+nxAi7yGXEyZs2lJKkafRTEqChBQYBEYb9CxRLq01URzjeT71eq3rBn06mVRKd5l/WiK1AOK0DCNOt956K1dccQVXXHEFTz31FED+7yuuuGKw3ZKS//yf/zNXX301//RP/8QnPvEJvvGNb3Deeedx7733csIJJwy9rqXEUBGnW2+9lRtvvJG3ve1tvPvd76ZcLnPPPfdw8803c/vtt/OTn/yE4447Lt/+7/7u7zjnnHM45JBDuOiii9iyZQt79+7lvvvu60u0+uGb3/zmjOd6Hcx3vetdbN68mW9/+9s89dRTXH755RxzzDG84x3vmLHtAw88wDe+8Y0ZSv6DEa7jUK6UaDSauL6L7/bXABQoUKDAUiIjaXGSpJEZG8XJxFFSCIR0LDGalmI0xhIQbTRGiNyWoIv4GZP7VzlSdjmid27X7rVnU29Kq7whcT/i1Gy1cvKltc4jWUDqkt5NPrRuu7YrrVELiTgtw151wwQYzjrrrL7HNQxDrrrqKq666qqh17C/MRRxOv/887nkkktYtWpV/txFF13Eqaeeykc/+lGuvPJK/uqv/gqAXbt28Z73vIfXvOY1/M3f/M2C85Pvf//759xm9+7dPPDAA9x9992Mj48D8MQTT/DjH/94BnHauHEjnudx5ZVX8t73vrerJPJgRGZREEURjVoTd8RZ9v2AChQosPJhPaRmPu+5LtVyCaV0bgyZwf7dmlp2XmhtpClLicm+GvSswq57vF7bWdNMa8gtGR+ptKNU00cXdv6oFTEyUqXeaFAqlfD97ptQlUbB7LoNnuvmVhBaa5Kio8OKx1BXzlNOOaWLNGV43/veB8D999+fP/flL3+ZHTt2cP311xOGIc1mc0G27cYYJiYm8iaJvbBq1SrWrVvHNddcw+OPP87f/d3f8Z3vfIfjjz9+xrZBEPCZz3yGX/3qV9xwww3zXtdKgnUVL2Mw1OuFq3iBAi8amIE7hHRVlM32GGhaY6g1Gj1TalJa7ZKTGnROf1/WsLfzbZ3aJkfKnhGe7PXOR0ZkOsXtdg3keqRGM6IVxURJgk7NqUznf8YwNTVFEIa0ohitNUHgzzgmmdA8q77rdCVPEpWPPS9IljhVN/+lvZiwKIfp2WefBWD9+vX5cz/4wQ8YGRkhiiJe97rXUSqVCMOQk08+mb/+678eeo7x8XHGxsYIgoDXvva1fOc735mxjRCCb3zjG9x2220cc8wxvPGNb+S0007jIx/5SM8xP/CBD3DSSSfx+c9/nl27dg29puUMYwxxnFBrNPNHM4pAQKkUEidJUWVXoMCLCIMmYYQQuK4lNG7ajmT6Y9D+cwZDoxXRjHqfa4QQeK7bRS6gLVC328x8z7BELk/vaSsIN7SjUNkNpDaaVhQTx3HPFGEm/nYdSRzFlMKwb9RepyV7xoDntivq4mSOzsFzIWvyu5SPAnNiUY7SlVdeCcCHP/zh/LmHHnoIpRRvetObOOqoo/jWt77FTTfdxM6dOzn//PO5/fbbBxp7w4YN/P7v/z5f/OIX+e53v8vnPvc5nnvuOd75znfyhS98Ycb2Z599Nk8//TT33HMPTzzxBH/5l3+ZVzRMh5SSz3/+8+zbt49rrrlmHnu+fJAoxQu79rJtx2627djNzt372Ds5xfZde/LH3ompNCzu4XsetVoDtQD7/wIFCqwQWBnPfv+tC8B3XXzX7YrItCNAOv9TdUSl2pGlaZokIdI+xMPthxA2wmX72TldJDJLyfm+SxgEhIHf090pjmO8tH2VMRrf93vOZYxBK4UUtsVKVhFojI04FVj5WLAdwWc/+1nuvPNO3vGOd+ReDGD7zyileO9739tFkt785jdz4okncskll/Bbv/Vbc94pfP7zn5/x3O/+7u/yile8gj/8wz/kve99L1u2bOl6vVqtcuqppw60/rPPPps3velNfOlLX+LjH/84Rx111EDv68T+PBn18zXR2lBrNIniGLB3OYHvEcftO5zEdfL3hWFAohSNRnP4Dt1LiPn6tqwkHMh93B9zF5/h8kNOUuaIKCzUP2nGGFhC0qnxsa/ZCI9AQJrSAtuUWKapNYzVC9nquDbpyirXhl1bl1aqY50ZDZNCUC5Z0mRThdOsCJTG8RwajWZeSTd9DcYYBNZs1GDXL2V7vFaULOw7I5ZYHF5Y1QyEBRGnG264gSuuuIIzzjiDO+64o4sElUolpqamuqJQAMceeyynnXYad999N7/85S+7qvAGxejoKJ/85Cf5/d//fX70ox/xb//tv13IbnDddddxyimncNlll/GXf/mXQ7+/1WotSL81DIwx1Go1oPtOTClNErVIEvvD1ImDTmJazXbrAWkUk76b3wEliaJWb9BoNgj85VFl12//DiYcyH2M4iQVuC7d5118hssPiVJobfDc2X3ckiQhimKUSua9f0pp6nXbpK5Rb+A6DhNpiirTGRlMSpqErYBLI0gCmWeLOvlFGmiygbMh1mPnmjYY2fiGWq2ekzNjbK87KUX6ns59UjRbTcqlElNTNarVKnE8s61LRoqazRYGbFsWrXEcQZwopqYmFtZuRYilJTcr4Lu8HDBv4nT99ddz8cUXc9ZZZ/H9739/Rg+ZLVu28NBDD/XtPQO2Cm6+OPLIIwF44YUX5j1Ghle96lW8733v44477ujpDTUXgiDYb2ab2Q9zdHS06wRijKFULtuKjdQ0DkEegQJbxVIOg668fFgKabUiSqUynnfg/VD77d/BhAO5j61UaxIGvdMMi4HiM1x+GJQ4xXFMqxVRqdjz+Xz2L0kUQkhGR0dJkoTR0ZFcLpGn4tJte43caz5jTO7KbTVNDFQVHCf9IzxZFKhareZz2mo8p6unnzGGKIpxHMde54RkpFrFTSP4Squcl8lUaO44LtJxqDcjqiNlPNel2YrwJmu4KyNIWWAWzOtKed1113HJJZfwlre8he9+97s9S/lf+9rX8tBDD/HMM89w4okndr22detWwOqX5otHHnkEsLYCi4Frr72WO++8k0996lOceeaZQ713f584ewkihbB96TphjKFSmmkD0RUZDEOU0rSiKBV9Hnhx4LCVOysRB2ofOy8QSz1P8RkuH9jftZ5zvQupoBtkjGGq8bI/u24Q0+o2J3Xnnk6Kpo8vhUTTv4qtc31xktBqxYyNVmeMEycJQeDTbDbxPC+v5jNptWIWMdOG3BE98H2m6k3iWOF7Xmp82W7VMi8sQx+nFyOGvkp+7nOf45JLLuFtb3sb3/ve9/r6H2V6p5tuuqnry/3zn/+ce+65h+OOO46jjz46f37nzp08/PDD7Nu3L3+uVqsxNTU1Y+zt27fzhS98gSAI+I3f+I1hd6EnjjjiCD72sY9x11138cMf/nCo92bCRm10XrWhjR7osZQaiUFOghnhiuO4cBUvUOAgRWrxeKCXMRSU1iRK5b3dOgXh2Z5krVuSRC343OVIiec6M6wTjDHEUUQQhl2pRrCZLc91caWDK51ceC6EwGAIfJ8wsGnxRRGGL0Pn8Bcjhoo43XzzzVx22WVs2LCBd77znXzrW9/qer1arXLeeecBcOaZZ3LhhRdy66238ta3vpXzzjuP7du3c+ONN+J5HjfffHPXe2+66SY+/elP8/Wvf50PfehDgG2fcuaZZ3L++edz3HHHMT4+ziOPPMKtt97K3r17uemmmzjkkEPmv/fTcPnll/P1r3+dn/3sZ0O9L1ZJLi7MBJFCDHaach3ngJ7QbOmxS7lsXcU935vRN6pAgQIF9jfy86KxFXGmW+iUb7dYN3tSSlzXTfvPSRs+EuRNf6NWhHRsyX62tuxGNEtF6vQG2vM869mkdU73CuPLgwdDXSHvvfdewEZ8LrzwwhmvH3744TlxAvizP/szTjrpJG655RYuvvhiwjDk9NNP56qrruI1r3nNnPNt3LiRc889l5/+9Kf89V//NbVajTVr1nDmmWfyf/1f/xdnnHHGMMufE6tXr+bSSy/lkksuGep92Q9DT7tLGeTnbNpdBhaEhZ48fN8nimIajSZOpbwsUnYFChRYJAiBQZPaC82JhVUNTqv4NQah2/qkzj/7zZ2ZVHZGyl3H6Vp/RkqyYpfFSJlO32+BoNGoUy6XiKIYKSStOKElI8o9ZBDWikDjhi6NZoNS6OctYRbUoy5DkapbFhCmyM0sGJP1yXm/13Nc25dpiNz/xMRET3H4XI60Ji0VEYg01Czo7A+ltWJqqoHve1TKpQOi3ei3fwcTDuQ+7i9xePEZLi9oYw0lM7ftfojjmEajRRgGTE5OMjIy0nP/hJwW8em4imijadSbjI6OsmvXLrwgAASJUoxVyzPMLqfDGGNTb2Tu3hJnmkN4pw+U4/QfbzanbmPMjH1MEturrhQEebuXffsmqFTKNBpNEg2T9QblMGD9mvEZY0ZxTBzF+L7P3skaq8aqKeEzPLt9F/Vmc8Z7XvaSo2c8Nx0TExOMjY3x4Ke/z0hYmXP7+WKyWeNlV72dffv2MTo6umTzrHQUOZkDjsUJORljiBd4R2OMwQ884igmil381OytQIECKxtLoXEyfcrqO58XQjBSKeE4Dtt27iZWCtftbUjcheyeDvpqM4UQc0fGO8aZC8ZAoixpCwP7plarheu6GGNoNlsEpbI1EPa9GcJ1gKgVE6ZFOp7blmFoY0jUAl3DCywbFMSpQA4hBI7rkCQJ9XoDd8Tp67peoECBFy/aUevBUQ5DvAHOJ0LYPnQGS8L2562b60ocx4q5ldZEcUzg+yitiROFpw3jo5W+vndaKxxHkiiF5znttKLSvaykhkfh47QsUBCnAl0QQhAEAc1mi0azdcBSdgUKFFiZaJ8vuplCtVzKr8tzKUTy4hpnYeceR8pZW7TkkSshQZDrkawoPMFoEEIyOTFBS2lGXUkpTXNPPy8qpRCZninRuLLdZiZWC6/6AwqN0zJBQZwKzICQAt/3aDVbeJ5L0KcnU4ECBVYGMkPcQWB7ullPt7Z+qE09svRTv2h0xiem329lrUeUnru6bLqmCWaSrUFv6BxHdvXBm7lem/JLlMob8gLEqeO34zgorSDdrt+8cZzkFcnaaBzZHitZLOJUYFmgIE4FesJxHVzPpV5v4KRlugUKFHhxQEqRPyxRGDwSobWteOtFMLQ2uQZKpUaRiDYtE/QvlMmq7QZ1DQfaJpmmd1+5dk89Q73RYny0Mm0uQaPZREiHUuASztKaKlEqv8nU2mCcNrlbrGbqQoouYf5iYynHPphQXA0PMDI7gkF/VP3KhJfiXsbzPFSi05Td7NU4BQoUWN4wi1SIMuc8BozRaeuR7nNGRiSMsW7cvuelFX9pvzitCfpUfNrI0HC2A0rrvIHwXLqsznG11sRxTLVaZe++fTSjmNFqZcb+dO13SuqMMba6Lk7w0m4Mi0WcilTd8kBBnA4wEq1I9ODVcMYYIpXQSuKl1x4J8HyXVrOF6zqEQVDonQoUWKnQYPbjvU8URTiu23XOyMXSxtBoJYCNoCilqTealMMArQ300ZAP3QJmUC8qA3ESW5IlRO4eboyhlWgSZYlg/2lMvm9KawTC9v5MI15KqSW5uS1wYFAQpwJ9IYTA9WwpbqNhy3ILV/ECBQ52zOwBNwyMMdZpO4rwPLcn0TFGAyZPBUZKUS4FJMnsWqRh0cuyQPfQWGU98OJEIaWg0WylRTJNpADXkYRBf3uWJEkQ0s4VJ7Ynne+5CGzabhBd14A7VFTVLQMUV8ECc8L1XJI4odls4lYqRdTpIEAvD5oCBzcGtQ9Y6NcijmOCICCKor4RItdxKIdB7pFkSYnEdS2ZWixIKbsasvaTOojU6coahAqSOKZSLjM1VaNSCpFy9ptGpRRSWOG4dT1vEyXdkS5cMMQSp+qKc8JAKEQrBeaEEIIgDIhi6+9UVIesXGTl1sVH+OJD1jlgqRFFUW4CaZguwm4ji8hIaftlOo5tsruYhL5r7qyPaA+dlxCkRp3S2goIQZLEKK3wfY/RqjW+7D9HR0RMgOe1iZZaTOJUYFmgiDgVGAhCCgLfpxXHeLGLV7iKr0hIKTBJdsddfH4vNgzUP3OB5EqlHQxEru/pTRqEGN5Ec1jotHdc/lXv4emUWST4vj2n1esNSqUSWms81yHwfRKl5wzG5DeUxgrFs6iu0gY1iz5qKBTi8GWBIuJUYCAIIXA8BykF9UZzVqFkgeUMkZdfF3ixYfDPfKHfjiRJfY+EnBH12a/IiJIh727VW3PVXpsxGikl2ljzS7Aap9lsElACIkE0GUPLkrWsxcqipuoKLAsUEacCA0MIgedZY8xmq0m5VLiKrzQIAUK2L2bF5/ciQkYepj+9BGRGKQWpSLwT0zVPtnQ/Iok7+rgJKJdKi+IdJ6XAINv7Pe3rbh3KsybnuiOVbX2c5kodGm2IJ2KETgXm9llK+MhEgGePxaKJw4uI07JAQZwKDAXpSIIwoNWM8Dyvb96/wPKEEILQ92hGEVJInAW2tCiwMpBVuglh01eCtuYp0yFZ0rA43wdj0uq46URFCmQncUIQiADf8/NUWLPZWjQy1x1JMl3EsdP80uhuzmBNNsWcFgTRZEymA88IWPanamqEo1BmEaNNRVXdskBBnAoMhawRsONK6rUGzogsGgGvMAgh8D2PKEoIhLeoVUwFlicyEmMMJHGC6zpopdFkF/WU0PRJZQ0LIaxh7nQhtlaaVpL0eVe6zQKjM1m0aNeeCabqDRCCUuCzenwER0p0B5GxzuAx23bu4cjNG7uel0KQJAk61iTNBB2n7uauwA0dSzjV7AQvacyMNknRvYYCKw8FcSowL/i+TyttBFwuh7ZJZoEVAylsO404Sfp2ei9w8EB3RF2arYgRt4yUEqMNGoNcJMLUCZsZNF3kyfZwm/1c4Qb+vG/GLGnSxInmoSeeseenUki93mTjulWccMzhOK6DUtr+BoSkVm/w1NZtHLZpLUpJwrCUyhJcSLC6pc45EkM8lfQ16eyChrIf4oxLlDZ4qf1CZrgphj1vSpY4Vbd0Qx9MKIhTgflBWH+nVivCdRyCwC/0MisIQgg81yWKY5JE4cwifi2wspGlqgSAFLieYwXLRqP7iX+gp5h7WNfu6V1epJS4aeNgrTVKa+JE4ad2BF1tTxKNail0YqNljidxAmfOfmrG5h5ptSIO27SOww/dwL7JGj9/4BFWjY1SbzTZ+twLgGHz+lWMjo0B0GhG/NNDT1KrN1izapTQ9Tly7fr+2csBGz78/IFfsn7dKjatW80DDz/JZK2OFILXnHwstWZrsEEyFBqnZYGCOBWYF7KUnac96o0GrusUjYBXGIQAz3Vyt+SCOB3EMKSVYub/b++94+Qqy/7/933a1G3pJIQQAiSUhIAEYgwaenkEA8iXKkUB8eGRnz40UYoKioTnC0hRASUgD8oXlGIBBDEQFAJBIQQIRUJCIGTDJtk25dT798cpO7MzW7Ob7Ibz9jWSnTnlPueeOec6V/lcuI6Hp0rfSyy9QLixZFHph9Q8r6OHnAg8lH3cJUCX362iaeO4DrpWKW3iFB2cfLll4jguTtHFqNFRtK5dI6X703WNZMIglTRob23h+uuvZ+X777P9+HEcceR/sMq22MVIAr5XrqUtR00mxU4Tt8MtdG8Z9UbQw3FdamszvP/BOkY11DJu9AjGjR7B6++8z5p169nU0s7Ok7bvYSsxQ434ThfTb0J3tuu6FEyTrDqw4nUxg4sQAlVV8YJWEwkj9tNvi0j8EJmm6LiOQ3u+iKFrqJqGgqjw9Egp8aRX5nHyP+79bztIl/KNpyptT/xkdUFSS2Do5bch1/YqjKbSg7HabBL11T3cpSKUpWP5/g9/xIKfXFu2zK8X/opTvvIVLr7ku9GyuqYxbnQDmqpi2RZC7/qYI2moLqpTpZSsb2tBEQrjx46ktT3Pqg8/ZrsxI5FS4tgejtPHXKc4OXxIEBtOMZuFUARGQqdYMCkoRVLJZGw8DTM0VcXybGzHicIoMdsQJeE2IQS12VRgMHu9nutwC9KTuJZv1KhGZdisw9AK9MI8D9FFMpDRRR87t9B98riUklxLAU/p2ugIQ4Jv/vsDbr/jl9z8P9dWXeaFv/+d65yrOfVr/xmEr1UEChLf29ajZEfYtNjzIuMwPAdtxSLvfrQWQ9cYPaIeTdXIF0za2vMAJBIGY0c1dHuslYOOQ3VDgdhwitlsFEUhkTQwTQtd09C06hfEmKGLpmlYlo2iKKjx3G1zRB4fKUkmjKhNiFLVa1PZlkR6ErO5iN1ul2kiGTUGRkMi+r1LGdppQeFBNw17u/LSeE73lWoCga5q6Jnqt68wtWrGbjvRnstzwdn3dLu9B/7f/Vx48SXUZNLsseuOaKpCKmHgZXtOYlINBU+V5NtMElL3vWwCtJRKXU2GGfpkbMchnUqhayqz9poKErbfbjQJwyBhxLfg4Ug8azGbjRACVVFxhEO+UCSbzcQ332GEEAJVCDRNxbYdhKFXvaHGDE8c128d4uMLPoaGVLVpdl0PCzvqsSalxN1oI+1OBo0Eq9XCKtqo9VrkZVIU4es1KQpOD9IDFciOUXZH6TF0xaiGWtaseo+P167tfpdS8vdnF7H7tJ3Jpgwcx/V1qBQXIbuvOFUTKrqmoKgKrueRL5oIBMmgWCadTrKppZWWtnZ/+TAsKiW5Qp62vGT0yBHd7qOM2OM0JIgNp5gBQSgCPWFgFoqYphmH7IYhmuqXaXuuh4ir7LYZSivjJH7+EtLXE1JF9XkO5SpUVcHNu5VGUymWBEsikkrkyRKIoFhEdNJl8rdZbXwiTIxSgB5SfxStd9/NXC7X4zKKopDL5VCECBr8hn30PIwaHavUy1aCntWiJHUpPTzPRUqozaZ8qQcpsSwbq0QV3fV6WYrXBV156gaK+DffO2LDKWbAUENVcdPC0PW4ym6YEQpjmpaFosRNnLcFpJQVeUheZEjJqtlHYdGAwL9Ju7mevUay6KFmfP0lKXORkKauaxWaTJqmRhVpoSxBe76I47poqko6ZeDkujcw1ET1vKkyIwyYMmWKX03Yjaim67rsttu0aP3S772iKyTqDFzLxbM9pOxeFsF2HFzPQ0NFSv/vmG2PuIwmZkBRVAWhKLS356Mu6THDB0URGIaOadtbviFrzIDjuC5aSUir9FZfbX5DYyb8zPMkXi8qv2SnvKSo4qzastLPmYqWFX5oy3YcTMtG0RXURNe3Jj2rdanlFGpD+fuRjBkzlmOOOaZLQU0hBOPHj+eQQw7ucn9CEWhJDaPGIFFroKWq7196fiubjrCoLPM2DQihR26wXvGzUq+IDaeYAUUIv8pOIikUzZKn25jhQqioHD8tD39CA6Wz91Dgz3OotO1F+UyV986eBCcBhNophCTCvm0d4aXw5Rtl5YaToWuMbqgjm0mBEGhpzTeQtCB8J0BNKBh1OqrRtWR3GCYE37MmkfzP/yxg9OjRFcaTqvrac3fffVf0md8UuKwQsU+4Xoex5Hpys0NzFYQ5ToP5iumR2HCKGXCEEOiGhmVZ2LHnYtgRlmV7ngwSZeP5G45Ua7ILoAQJ4kg/Ebz05Te9DavjfB0nJd1zbxEtU55EHewBEYhRCkVEY+lKEypUsw//rRoqiVqDZEOCZEMCPaOjqN3fslRViYQ6FSFQFYWJEyfywgv/4KyzziKZ9MUuFUXhqKOO5Je/vJMDDjigZH0tMCA7vFY94ete+efN89ygJ6D/26nqcosZ9sRJKDEDjq8qrqF5kny+gFqjosWNgIcVQgg0VcVxY1Xx4YrnyUAVvHTueqpX800ay3GwbMc3CBIKqAK6aGir6Ap6tjQnTkTVetKTSCXIG5IlhlQXg1CVUNagShixF9/B0mVK/z1hwgR+9rNbufHG/0tTUxN1dXVkMhlaW1uD/QX7V1Vcx8HT9UA4VPZYIRwqrStK0PA8kEOwHWfgHzpiAcwhQWw4xQwKfsjOoOiZFE2TTCoV33yHESKQJ5CxqviwJRS47NPvLlhUVUSHd0eBxJgk9gYLzyoPPalJleToVJk0QFiVVkbQ8kUI3xgRQlRIXnRWL3dcNzK21KBKLRSa7O0xlaYKCCCRSDBhwoRoH6X7A8oq/hRFxXN7bkrs9/2T6KoaHJM/Ntt2Bt7hFMsRDAliwylmUNF1jWLBRFUUUoGbPGb4oGkqpmXhOC6aFnsNt3XCnChNVSNjRXoSRVfIjM/gmi6u6QACNaEgdP870ZXCtgjarfif920sviRAx3bDkFiHadLDsXRqUtyVseV5HfsIvWFCgKoofuitm9ukLzngNzpXA9V9RfhePceNw9zbKrHhFDOoKGqgKl600FQNTYtbegw3dE3Dsh0UpWfRwZihQXjD7quQaamxIT1JwbR8j0uQt6MYCophRMt6nhc1pYtajnTaVkcyuPBDf55EqD2Pq7OnJwwflx5f+H6144DK46/mZfJkZbuUUJLBcRwSiUSXY3QcF9f1SKWSkaHkuA6a5oe5B5zY4zQkiA2nmEHFz3dScRyXQrFANpOJDadhROgx8JueOiSMWN9pOOAFfUf6PlcdOTSKIsimkn5oDOGX+QcCTFGmVPDv0DMlpeyoagsq9fxNKuHioHTkWYWCmSVvVA0vSilxPS/y6PheIn+LFVHBEoNNKEpU2Ve6HX8YHaIJnvTwXF8UNGwZEwynW4rFIslUEtfzsCwHKTuq6dxutKP6TZzjNCSIDacBpFT/RBFhWWtwIQj+Len4wfpVLz0na5YSrq8EFxev5AlpqLqFwyq7YsHENC2SyUR88x1GhPlOrulhBwnDyYSxtYcV0wv6+jsTJUZRJCGgCBzHoRAI29qOQ9Iw0A0NIcvDaUCZt0WGjeMIrnVBu5HSa1XktQr+rSoqilI5dulJpJAIRQUChfIuKvTcoFWM2kWOV3k+la/8HYYGg3f9xPAeilrC3nyWbSMlGLpKJpXAsh3kYBhOMUOC2HAaAHRVI/z9htcDJfgRyuCpz/dmlzfWlMHjW58MJynRFBVd1aDEWBLCj9U7A60bMkCoqkoiYWBaFoah93hBihlaCCEwDI2CaeHYfrVQ2I8rZmghg7t5Nf2l3jxgVXhwPP9KZVoOXmAkJHS97JoXeZqk3zC6WCgSeq9k5FLqCNcBqMFnMihDUwKvlCc9lKqa5sF46PmBU/iusKqhytIQYGjYhZ5VtSRk57ouut59rzrwo1uaquIJD2wRqaF7g/EcG4fqhgSx4TQAlMXiRek/Rc9/94NSMbmyq5zioUgxZEUn1aCJbHsuT002E+fLDDMURSFh6Di2S77oJ8TGOWtDE9f10PXKy7ufp9a1UeJ5vnepwriSYGgKuq5haB1aSaUhutBbo6oq+XyeVCoVdQ+QSKQHQqHMOAklE0K7qqfvUmjQlOY7df68fFkvquaDysq98ME2LHwIV5dS4rkumqqU5T11Pi9RuBAZJcGD31jZkwPvcRKK/xosBnPb2xLxaYrZYgghSCQNPM+jUCwOWQMvpmtURSGR0JHSo71Q7LfCcszgIqluhHRW8e786qpezc8XUnFdN/rdep5v+FRsNzCqEgkDx3H8UFyJhpMny9eTYaWc8GUH1BLDLhKXLDHMwgMMZQ1K8TxZdl3xvVOVx+KVbDfsqxd6igjOg5QyerizHddv5+J6ZWHIsApP4ssnhCFCz/PK2srEbFvEHqdtiqH/5K8Iv/GnaVrouo6uabHHYhgRNm5NGAb5QhHTskkl43ynoUQXguF920anvzVNjbwynvRzkvzUgyrGQaTZJHBdLzIuwka7YeqCEL4nSEpB6IwXnVwefrJ1eVl/aGARGjply/tGi6CkAlRK3NBrBB2GmPSTwkutf9d1o1YsoR5VLm+iqgIXyow3x3FQVAWJ7+FTA8NQAk6g7TTgxMnhQ4LYcNqWCCtJtvY4ukMINN1va5DP5ampycb5TsMMRQiSCR3pebTl8uh6rAw/lHAcZzN+Ux05k5S+SlBE9dSE6K1AtsKy7GCL0o8BBR4a31MTVNmJrlXEw/F0Ns7Cwpjyjncd+9ZQoxyoMIE8CieK8qq7sGAn2luQJK4oKlL6WkxC+EniZWFAfCkCRVVQFAVd0/xl6QgnDgpxjtOQIA7VbUt0UUEy1PCr7AwQgqJpDdlqwJjqhPklhqGTMHTa84Wgv1epbk/M1sLrIjG8N1TkTfZzG0IIbNtCVZUyT1OIrDB5+rEfOiqMS1+eF3qTfNNKSj+3Syih0eYbduGrK0rzqTp7tkIDSQmqBB3X9TWdpIfnDaLhFDMkiA2nmK2CogQhu6KJaVlbezgxfUQIQcLQ0TUVARRNE8/zaGnLUSjG87m12ZqPT6HxJaXfwiRsHlyqzg3d978N9Za8bvKEqudoUXbwfh6WF+2rI3wX7qf7gUivuuJ56SqhIabrGpqiIqWfCzUohIbtYL76yE9+8hNOPPFEdtlllz61w+mOV199FV33NePuvvvuzd7eQBOH6mK2GqqmYiR0zKIZtSyIGV4kDB0pJabl0J43acvlyaSSGL1Qho4ZeMIqss0iFKUcAFRVw3UcXE0LZA06ksKVsPlvFcvF8zxcx6vqmXIVJWg8rUQyLJEyp38A4WH4n3WR9OV6HpbtYFp2JFZpW3aZppTlOFFiO/hJ4gld8yvo/CNB4ks02I4bVQoOivglDMlQ3WWXXUZ9fT1777037e3trFu3brOG4LouX/va10gmk7S3t2/WtgaL2HCK2Wr4ZcAaruNSLJqk03Ej4OFE6ZO2EIKi5eB6HvmCiacrOK6LrsWXmC2J67odzXn7yUD+BpUgN8ioIo3QHS6ix7uTlB7IDsNLCL/qs0MdT0YK6uCHBxWhBMnhHooiSOgaqVSiJG9L4jh+mC2U3/Dxt6epKq7nYds20vN8J03wuet2VOu5n6KKun//+99MmTIFgHnz5m224XT99dfz7rvvcumll3LFFVcMxBAHnPiqFrNVEYpAM3TMgommaRhGz4JzMUOH0Pj1PEk2nSRfKGC7DoWCSSqdoqGudmsP8VNHWNq/WRvoBb3NZetKGqGnMfR2nTI9PCFQoENTKTCcIpFNRQQyAR1hQ7UkvNR5n+Hfqqr61XpCkjB0LMtGIrFdF9eTfshagGU7UXhwMCiVexis7feV0GgaCN59911+8IMfsGDBAmpqagZsuwNNnOMUs9XRND/R2DTNOLF4GKIIEchKQE0mBfj9uvJFa9BuIDGVROd6s4ymUNhyAAbEwHqvetxXoFzuBVIAXqinhK9qXpEL1Zdtd86nUgSaqkVyKlJKiqaFroXtYAbpOta52nEwXkBra2vZyzTNwTmeEqSUnH322cyYMYPzzz9/0Pe3OcSGU8yQQDM0PCnJ5fLdJoTGDE1U1Q9rJA2DVNDHLl8osqGlbfDyPWLK8Dy/9r5am5G+IMPecgOA6Nhg39frI37PPAL9gTDPSUYVn6X9Q0vXCZfrytgJdafUoNl1sCIAuqaha2oQnvMwdH2buH5NnDiRurq66HXttdcO+j5//vOf8/zzz3PnnXcO+a4ScaguZkgghCCZSlDIFbFtq6wKJ2Z4EEoUpFNJ2trb8aSktS1HQtepycT5a1uKzTnPYZivNx4T4e+syzH4qtxK1W1Jz2/VIpQuQk9CBI1M/HXD3CTfCCrNZ6omwOn7mEo/86SH51LmcQr764Xb9d+s3FxoiHqh/ECwvdLwniIEhq6jKsrgelm3UHL4mjVrqK3tCLMnEonB22ewv+985ztceOGFzJgxY1D3NRDEhlPMkMHXd9LI53M4jouuDw9dqhgfEYTsDF0naei4+JVLpmmRSSUGrFQ5ppJQBXuLhsaEQFXVSOuo1EugKgIn6F5Saot4joedd5BOiRK4JtDTGopW4mUoabEiCDSYHA/P86sGPU+iaf7GSw0zL7SqkFWNoM4K5EIIiivX0XTbE7Q8+AJuawF94khGn3soyvH7Qm2pNIKHVJRAK8r3LoXbLFo2alDtN6iGU+hRG8ztA7W1tWWG02Bz3nnnMWbMGK666qotts/NITacYoYMQviq4kJRyOXy1NbWoMZl7cMKRREkDZ1UIkHB9nt3tebygCCdTpBKGP3OM4npmrAMPmEMxCW9utFRZSmklGxobiNhGNTVpCuWKQ3VeY6H1WpXbseRWK02Ro2OogfGU6fvR75QJFcoYjt+SxRFCEbplTf2UsmDrggTxxWhYL77MauP+R9krgiB9pK9aj1rv/sbjPv/Tvax70E2WRb6k4DneqjJDvkUz/PQVDVqtxLTex599FEee+wx7rzzThobG6P3m5qaov+uWrWKsWPHkkqlttYwyxjagcTNYEsks8UMPKHXQiIpmsU4WXyYEXaa1zSVdNJ377ueR3NbG41Nm2huzW0TOSBDlQExSEslkbrZruv6MiLQdfRIlITq7JzT7W7tnNPl710RCkkjQTaVJJ0wSCUTle1Wekj+Dj1kSlBJh/RY+7378PJmZDQBoUWItfwDPrnm9xXbkSXbK1k8qOLzjarBIgxtDuZrS/P+++8DcM455zB58uTodfHFFwNw8cUXM3nyZJ5++uktPrau6JPh9O677/L973+fz33uc4wbN45MJsPuu+/OBRdcwMcff1x1nX//+9+cddZZbL/99iQSCcaOHcthhx3GP//5z34N+NZbb41+HKtWrao6xrlz55JOpxk1ahQ33HBDxTI77rgjQghmzJhR1a36/e9/HyEEzzzzTL/GGLN5CFUEVXYWll35hBoztBFCYOhamXaPxH/SNwwdJe6HNeD0q+S/G/z2JUpZK5MudkpDXQ3ZTHVPQLia53hIt3uDWXrSXy5qyOv/DwHJpEEmlSCVTJBMGCQNgw79Jj9M6IvoKlGT3s6v0GgK7x/tTy/H+XgTdOUh8iQb73kGL2dWNcqifweJ5f73evCkCICOHKfBfA0i+Xyet956q8xeOProo3n44YcrXt/85jcB+OY3v8nDDz/MrFmzBnVsfaFPft1f/epX3HzzzfzHf/wHJ5xwAul0miVLlvCzn/2M++67j3/84x9MmzYtWn7RokUcffTRjB8/nnPPPZeJEyfS3NzMv/71ry4Nre744IMPuOyyy8hms10qih5//PFsv/32PPTQQ6xatYrLL7+cnXfemWOOOaZi2eXLl3PPPfdw1lln9XksMYOLqqnoUlIsxKriw5VsJkWuUKQYNnsNen95noxDsAOM9GR146Yf+JsRKIrvoQkTvRWhlOQdgVQElmnjeB5qYFxpgSyFFxo/wq/2c53eGROeIxGqfyyi5DcvBMjAY0QQLpMSNFUJEsk7DJnenoX8v96HHsRCZd7EeX89iZmTO8bYyTAKe+GFobpPk/glwL333svq1asBov9ec8010eeXX3559O+XXnqJAw88kDPOOCNqpTJlypSqWlDNzc0A7LPPPsyfP39wBt9P+mQ4ffnLX+bSSy+loaEheu/cc89l//3357zzzuPKK6/kgQceAGDDhg2ceOKJzJo1i8cff5xkMrnZg/3617/O1KlT2W233fjf//3fis83btzI8uXLWbx4MfX19QCsXLmSp59+usJwGjduHLquc+WVV3LSSScNmdhpjE+Y72S6FkXTJJ2Kq7KGE2HItaGulk82NuO4Lrbj8MmmZtrzBRrqaqJQXszmI5G+iPZm4v/Gqm/I96iI0oWREkzTJpU0EIrwE9QRZeFYKau3Tqm6f6XDq9PZM6lpHYZUmNMVeoE8T+K4TpCg3btAijC0XuVyKYEob+frT+gZcz2/N50Izseg5jh1PT0Dt/0+8qtf/Ypnn3227L1Sxe9Sw2lboU+hun333bfMaAo5+eSTAXjttdei937xi1/wySefcMMNN5BMJikWi5uVd/TrX/+ap556ijvvvLNL70NDQwOjR4/m6quv5r333mPRokU8/PDD7LbbbhXLJhIJfvjDH/Lhhx9y00039XtcMYOHEH4j4GLRxLKsON9pmCGEIJNKUFeTiW46nifJFYpsbG6L53MYUa2hrgA0RcXzJKZpR8t1RgKo9OqmrBpKr4sHygyrMGpG7xXNaw6Z0XWYLkAb34Cx63ZVP3NdF9OyArVwLwrZDWoO3xAM1T3zzDORDla1Vynz5s1DStmrxr1nnnkmUkrOPPPMPo9psBmQ5PCPPvoIgDFjxkTv/fnPf6ampgbLsvjsZz9LKpUimUwyY8YMfv/7yoS77li/fj3//d//zbe+9S323nvvLpcTQnDPPfdw9913s/POO3PQQQcxZ84czjnnnKrLn3766UyfPp3rrruODRs29GlMMYNP6HVKJAyKxdhwGo4oikJdNlPhXYoVxQeBLn4fUkqcoovZYlHcaFLcZGLn7AFJYjYMjZpsinQgN1GNMIwmEt3flLWU2vs2K5uhAh6SnjGJ1GemQDceqtHfPhpFq/6g7noetuP3vFOVMEznIT2332OKGR4MiOF05ZVXAvDVr341em/FihW4rsvBBx/MTjvtxIMPPsitt95KU1MTX/7yl7nvvvt6vf3/+q//oqamhh/+8Ic9LnvkkUeyevVqlixZwsqVK7n//vu79FApisJ1111HS0sLV199da/HM1TxvbjbXjjLMAyklOTzcZXdcETTVBrqasoa/hqGhu06sQE1QIjOgkkBUkqsNhsn73QkZ0twTQ+rxcaz+3/+hRBoqkIiKARQFaXs5e+/JN9J79p4UpIKwhBBA96+/cbD5ZVAY6kvxtSEq08mNWMH/48w3ynQk6r52oGMOu+wit5/4ej8YgcNTVVRVIGqKjiOO0Ca69Wp6vkb4FdMz2y26Mc111zD7373O4455hjOOOOM6P22tjZc1+Wkk04qM5IOOeQQ9txzTy699FJOOeWUHifq0Ucf5cEHH+Txxx8nna7UCalGNptl//3379WyRx55JAcffDA///nPueCCC9hpp516tV4pW/Jm3pULtKfPhgvVjkEIQTqdIpfLUSgIksnEsP6Bbwvz1B3Vji+h69RlM2xobsGTkkLRYmNzGwldp7YmM2CJzVuKoTaHXY3HKTjdGkdmm0Wi3ig3DEo1i3o4vq5/hyXhGq+kUs4QoIO0JXj4T3s6SCFxXBfheX71W49H3IEbbF9VqquUd4WUEqU2xa5/+wEtT/yL5t8vwfqklcSU7Rjz1UMo7lAbhd/K1vNkoCKuoCpQKFromhaohruD+53YQsrhMd2zWYbTTTfdxBVXXMHnP/95fvvb35b9iFKpFO3t7WVeKICpU6cyZ84cFi9ezNtvv11WhdeZlpYW/vM//5OTTz6ZI444YnOG2i0LFixg33335bvf/S73339/n9c3TXOL6UZJKcnlckD1ZEXX8/Dk8H2Kl9IvWQURlTIrwk/4tG2bXD5PKpUs62g+3OhuDrcFujw+z0MFCsUiZrFIPicQQsG2TAxdG1bnYqjNoev6ytZ6qQSElFhtTo8J0AVXRTU6TBXTtACwbf+//Tm+YrGI6/pJ0/l8HrWLcJeUEkounaG0QF8Mab9HH302vkvnUP3CNEZ8fiqFQhFV1bB0nVxbK0JRUDsZE67rUSyaeK4fkssVimRSSdrabFracpjFYp/GETP86LfhdMMNN3DhhRcyb948/vSnP1V4gyZOnMiKFSvYbrvKxLrwvY0bN3a7j+9///ts2rSJb33rW2WaTaEUwYcffgjApEmTNuvitc8++3DyySfz29/+losuuqjP6ycSiUHv5RMSPs3U1tZWNZwcz+1z+CMsNy7r4SQ6+lUpwr+oetILekZ50Xvh+0DUgTz8XAZtE0q3H/WfkpQtW3oMihDU1NR0lBcHgnVSStrb80gpqanJDPlGkF3R3RxuC3R1fFJKkqkUjRuay/S5FE2ntrZmWJ2LoTaHjuviuR5GUAEGIF2J6Vo9rqsmVPRMx62gUPBv/JZl9vv4NE3HcR0y6QyOY1NTU1N1uc7emVKRyt4SebN6WCd8sOwczguP0XEcpISamlpyuRwNDQ1kMumK7TqOi6ZrZDMZf5sI6ut9FXPT8UjYg5jjpDC4stXD85K6xemX4bRgwQIuvfRSDj30UB599NGqpfyzZ89mxYoVrFmzhj333LPssw8++ACAsWPHdruf999/n0Kh0GXY7YADDgD8sGA2m+3PoUT86Ec/4ne/+x0XX3wxX/jCF/q07pa+cHYVjxZCoAuB7KPkkaBcLLiKcHCPdLVO+H5vtymlRFNVdK3SA6EoCtlsmvb2PJZlkUwmh8RNqz9s6zkFXQkGppIJRtXX0NyWoxB4Nlrac+iaSk0mPayM4aE0h1XHovTu2lQqARBuqzd1+t39poXwH7h6Pj/l+xKiC7HN7rbQh4RyRSggyhsZhwZVS0srqVQaXddxHJtMNovnVfb/8zwPVVGDnnle2RikHNz7QfhwOpjbj+mZPhtO1157Ld/97nf5j//4D37/+9936Wk544wzWLhwIbfeeitHHHFENNkvv/wyS5YsYdq0aWWiV01NTTQ1NbHddttRV1cHwGWXXVa1FPHmm29m0aJF3H777YwZM2ZANJh23HFHzj//fG688cbIfTscCcuE+7xeF//uz/rV3u/LNru7ISmKQjKZIJ8voAYNZWOGD0IIspk0riexHQ/HdXBdj6ZNrTiuRzadGnZhu6FA1V+98I0i2UN5fNQfrgTbdrAsm6JpVp8L6ZfjK0FCdef927YTGcGelFimDUh/KSHKCwBF+cOV0y+x26gRSqe/S98rvw5JKbEsm1y+gFkskkqlyGazbNzoV1ibponV+Xoq/NCgYRiRflNoeKmKghsXO3wq6JPh9LOf/Yzvfve7jB07luOOO44HH3yw7PNsNhspfH7hC1/ga1/7Gr/61a847LDDmD9/Po2Njdx8883ous7PfvazsnVvvfVWfvCDH7Bw4cLIWOrK0/TII48AcNhhh7Hjjjv25RC65fLLL2fhwoUsXbp0wLYZM7AI4bdjsW2bYqGIqvhtFmKGF+lUgoJpksu7eMGNZ1NLO/lCkdEj6kkmjK09xGGFxDdQysP0AjWp4OS7Dh0JVYBSLg8RhdUDD001w8mTHrbjYAgdofhenMqwWzgKv+JMBqZRZ4eWUASO42I7ru9tcj10Ta3wPkpkZHB1HpIb5BspQvH7rUkZ9Y8r3U6pzpOUEtOyguKTNNlsDa2trSAgncmgBJ64KOcq2KlZNAHf6HI9D9eTOLaDYug47iBLEcTJ4UOCPhlOL730EgCNjY187Wtfq/h80qRJZdLot99+O9OnT+eXv/wlF154Iclkkrlz53LVVVcNqb4zISNGjOCyyy7j0ksv3dpDiemBVCpJe3se07JIDfMqu08bQviq4rXZDI7rUQgaxXrSo2BatLUXSHSh1hxTHUFHyCl6TwiEoaB64BYrb+hCAT2r4VEu2uhJiaZpGIZOImFUnQPXdbFsy1f3txySCZ3Sgg7XLR0HaHrXtxpFUbBsD8t2/RJ/XcVIGGhquVK463llBl6YDyUA23GibYVSCJbtNw02DL0s/CelXxXX2tKKqqiMGDECVdVobt4ESLLZbNXcq7LzIMHDz8fUFAVN03Act+y4B4USA27Qth/TI0IOlXraYYxtb5mKOvB/9K2trUMmKXWg6e3xSSkxTYt8vkA26+clDJfzEc+hj+d5tOUKbGxpxXY6buyphEFDXQ0Jw0BTh2b15FCbQ8/zMC27rC0JECVae46Ha7p4rkQIUA0VxVB80cZOXhKzaKKqCqbpJ4dXyztzHIe29hyq5htOqaSB47pBBaygWDRJ6BrpdIqNGzdR31Bfddzh7cfzJO35IqZl01CbJZk0Koyd7gwnr+Q2Fq63obmNfLHI+NEjo/MipcS2bQrFIgkjiWmaQUNxE8MwSCQSgWHVsZ/S5sBAYOhLbMffFgJG1NVgWjZr12/os9dpj10q+7R1prW1lbq6Ov79zJvUZKsn2g8Ebe1t7Dxvd1paWqitrR20/Qx3NlvHKSZmayCEIJEwfE2gQhE1bgQ87FAUhUwqie24tOfzWLbvNSiYFsVPNtJQm6WhrgZ1CBgmwxY/WxlFU1C0SgOoagWu8Hu/ddc6xJMSXdewHI+CaaKpit8vTrr4RbISXHAKLgmRwLM8XwCzi7lUVYVMKoFhaBiGVpGL1N3TvRAi+o54MtRYEmiaSjadjpwoYU5TsVikpqYWKSUbN24kXxA01NeRSCT84+4k5yIo93yKIEdLVaDNtkkED23+q5uBDgBCEX4ochC3H9MzseEUM2wRQpBMGJimSbFoksn0TiA1ZuigaSp12TRSethOriz/JFcoUptNR6GXmC2DEKGx0rW5oggF1/ETotPJRCR2qWkqeB4GSRRPQVoSXejIokQWJUpaQWiV1cCqoqAaCgmMMuMj9DSFuUpa2cNRZUp8aOQIIahJp6I8JfC9ZPl8gZStU1i/kXyhADWCZH06MJgCPahI9bwj16t0PL6WCiQSOlkvietswaCNoH/VO33ZfkyPxIZTzLBGURQymTS59hyKqpBMxPlOww1NU8mkkhSKNkWrI+xtWja5fBG9Nq6y6w4pJa7r9atIQvazCkwI37uTMrQoNGbaDqpQ0Dyt07Idc+flPZSM4ield9qg6GIdCIwY6FGuonS98HyE4bn2pnbkilZac76GmERiYpEY4aB/ZpxffSioaqhLGSibB94mz/OwPJu2XCHqwyi9juT1mG2b2HCKGfbomkYylcQ0g9YHau+bhcYMDZIJg2wmieM6ZTkizW05UslEXGXXDWFJvK5rVZOau8V3L5W/JyFQDOp2VVVV/PyfQMU/lfJDcj31v5OWRKTKvTjS8wjXEkKglIxdUZR+6xeF4blCSw532SakUzk2Z1OR1hc/puGAiR2iBp21m0pb2oReUcpDnd6WsJriqrohQewDjxn2CCEwdL9yJm4EPPwIS76z6RTZTKrspmU7Ds1t7XEz4C7wgoRpLdC+UhSl7NWTsVHt81C9v6d8l3DV0v30pmmwrBLaChO/vSoJ4Irw5Qz6Yzg5jkPRLKJ+4vhGU7VLgwS31cJal6t6zJ179vn/9itDM6mO76vXQ3hzICjVuBusV0zPxIZTzDaBqqqk02k86WFZVmw8DUN0TaU2k6oQNc0XTHIFM57TToQhOt8j05EPVPrqb5Pe0GDp+kYqOoyaQAJADTxDPQ+8+4/DfKPNnW/XdcnnC2TSGYoftvW43+JHbdExd26aXDYWISBIIDd0DWRgOHleHKr7lBCH6mK2GdQgx6lYNFE1DV2Lv97DCSEECcOgvjZLS2sbRcvPRXFcl40trQggYehBwq8SSNp8Op+QQ6MJOnJ5HMfF9TrCnIqiIHoIW4fJ1P0xUoTfu6Rs+4oqek6W7uFx3XVdpJSRlld/cF2PtrZ2MpkMQlGQvegf51kdyxRMC9d1SScTVfOqFEVB01Ra2nOkgjBylDg+mMShuiFBfGeJ2WYIJQps26aQL6BkMrGq+DCkJp1EFYJcoUjRtLAcB9OyWb+xGUPX0FTVf2kauq6iqypaFaXpbRkv0BrSNS3QYRK05fKRunbS0DCM6uKVg4maUHHN7sN1wugp7yr6v34hpaRYLKKoKrpu0NzSDEkVulFQR4CW9Q0gz5O0tOZwXAdD0zAMpdwekhKEggwkG8L8O0/KQbebYv3LoUFsOMVsc4Sq4rZtoyhb/uYR03/CPItMOkkqmcCyHWzHplA0yRct8kWzbFnfiPLL1JPJBJl0EuNT4Gl0HBdNU/2bfHsez5MkDL93Yygl4Lgehr5lv/uKpqClVJyCi0RWhu40ED2MSREKm2OBuK6L4zhks1lyuXZcx0GbkMF5t7XrlSSkdvAFH4WAhtoMluOiR4rn5aE6iaRgmn5rmOD60pPeVMy2w7Z/hYn5VBGqCScSht8IWPXbIcTG0/DCn0dBSjVISp1MOuWXgFs27YUipmljuw6O4xDoZtJeKNLSlqM2m6YmnULTtr3qSikltuOiqn7/tNZcnk2t7eiaSjbt9/hzXZeW9jzZTKoj0VoIPM+LSvrLyvYVxfdguV6/bvyluUBCCLSUhis9vKLXYTgJ39MkjJ4TkP1Cv/7NWxjCFIrie5uam9ENA31ShsInJk5z9S4PyR1qUesT0XEkEgZGwlchD1u0lOwEx3FpL5q4nkdtNo0Cvcop22ziUN2QIDacYrY5hBAkA1G+fL5ItiYTq08PY0JlaEUItJRKOpX0wzGBzlPRNLEdB8f1sGybpk0ttOeK1NakyKSSaNuIPEVpLzo1MH7CSrqG2hqSCSMQDjVRFT+E2ZbLIyVkMyn/pt7pPET5TVJiWjYSieu6qKrakSBdunzHaMJB4dFRlh8mqiu6gulYGAmF1uY2sjVZVE1UJFtXmxfbcYP3+3d7sm0bQzdob29Hgt9KxdBJfHYCubc2UPigFdxg/7pCZspIMruMADpkB8LE984VdeGRK6p/nJZlR82EO7euGRQGWTk8Npx6R2w4xWyThMaTZduYRZN0OrW1hxSzmXRue5FOJkglDOwgB8q0bApFC9OyKFom1kaLQtoik0qSNHSMzUg2HgpIwHO9Mk+aoghAUjAtajIpLNvGsm3qarJYtoNpOf7ydFTKlW1TSt+TZzuYtk19bRbLtKLPOzcNDgfiSa/DE1NiWIQGVOihEfhhLQTYtuP3stMUCgXfW5NNJyty01RFwQ3EJPtq74Zil7W1dTQ3byKZTGAEUg1CV6mZPobMbqNw2yykkCSkSaa+rqySzvO8MsOxM67jkE6nKVg2FK3oeOOqz08PseEUs82iKAqpVJJ8Lo+qKlslWTZmcAk1vHRNI5NO4Th+fkvetMjni+QKRQpB09p0MkkmaSCCbvaqMny0a6SUuI6Dovr6TFJKLNshly+iCAUvkB/QVJW6mgwARdMiYei4geJ1qdfVdT1M2wIEnutiOy6m5ZQ4kiSeJOhXJ8uNLgGiZDmBqOjv5qtoe4Qb9BOpPVzpgg2e64KUFAvFjhYn5QdMzvVjsEKIKGFcCTxsItCZEgT/DcbmBHHbMGSXTFZ2ElA0BaXB91qKVitaPvo83H7HUDrNhX8OXNcNDEgPzxNlRuagEWeHDwliwylmm8bQdZxEgqJpoWpaFOKI2bYIb3SGrqFrfqJ4fU0Gy3bIB8ZTe75Aa3sOiURVFDKpFOlUgoSuD0o+VOnNuC/brhbGcl0PAs2kEM/zSCUS1Ndm/Wo6JJqqIYLG17quoatqRWWp5/ntQ3TNb6bbXChgOy7ZdCqKxZmmSbFQiH4vEirytf0kbLfqvVZK3ziSwYqe9HyR2sDo840e8PWgorPUbTGdDPWdPM83WGxfN8mTvrClBCzTIpPJUCgU8DwP07SQgKp0nIeu5sLzytu6hMuFSe5CCEzLRNc1bNuhGHnmBK7r4blbyHAazHBafG3sFbHhFLNNEzYCbrdtCvkimU7K1DHbHqERpQSyBamEgSclxaJF0bIomhamZdPc1h7p8NRk0mTSyU5NZPtP6BGybNsPTykCpUR7qruvoOt62IFhoyoiyqHR9Y4ih/B7rWsejueiqWpkVAnAMPSy3C5fVNKLQmehEreUkrpsFiUwKkKvUjKZRFEEtbU1CCHwPFmmEYWEYrGIkTCqykBIKSnkC4AvTluTzfT7PEYoPRugm5xNpNNp8vk8yaSBkUhgmhY2jh/WLCuOE2VJ376BVBkSxvONUi8wjhLJBI7TIXbpOL6Xa4u0XIkZEsSG0wDjJ2v6F18/WTB8euzwdPixcw9FUYOLl9dDSwlR0rF7y7Se8C/uHU0yt4i4W8UYwguy7PT03rdzEaqKt+dy2LZDYgj0PUskEmiaHlx8veiY3CA8MdTo+K5KvOgGWvq99L/TfjWcRjZb0+M2q/0mOn/uf9Y5z6b05hkm83at4SQECOmRSSfJpFNIwHVccsUCbe15CkWTomXTni+QMHSSQTJxf71QnpQ4rkPRNPGkRNcEXjjPCJCyW8MpvAH71wT/eLtKcBcCjKBqtNSoqhR/DX5DorIKTi0J/3X+hXeVt9N5yc5j6+81I8ybCpsPS4LKNjoSz7tf3/8NqaqCqhkogbab53kgO5rwSgme51IsFHEyGb/yFiWo6JNl30u/8a+KK10MI4GmaiiKx+iGOtryhSiUqCgq6aSGoWtB7hlIBJZlYTtu5A31PEnRsrBsh4Tet7y7OFI3NIgNpwFG0wyWL1/OqFGjGDt2TGAg+c03GxsbSSQSjBgRVHB4Hn/729845JBDkNKuagioqoaiqLS3t9Pa2srYsWMZOXI0rusMmhGlqr5LPZfL0dzczNixY9EDfRgIntQ8d0Bv8pqmI4QS3HwVNE2PDFAAx/HPj6YZZRc1x7G62mSn7auBqngRVVMHzLNQjXDO/DyL6vNUU1PHs88+yx577MGoUaP4xz/+wU477cSYMWPwvN6dV0VRS4z0wfs+KIqKbTu89NJLfP7zn4++04qi0N7eTktLS/Ad8bvEv/nmm9TU1DBhwgRc167YnhAKqupfetavX4+iKIwePbrsfJXOs+d5uK4dfS/6Q6kBsG7dOtLpNKMaRtBQV0c+nyeXL5IvmrTl8rS254NxBgnYQpAwdGqzGZIJvSyRuHMPM8uyKVoWCEjohl8BVS2U1c1YhSqi72fYTtZDonS6ocvAEJDIHqtGSw0rRShI0VHdVlpGL+lIdHZcFyeosCttRaIoSmCEyLJzVOap6WdT3nBMofEY9twrxXU93vtgLe25IkIIUkmD7ceNJp1KkEyl+Hj9BhqbmhFCMGZkPSNH1KKrGqZts279Jja1tpNM6IwfMwJN17Edjw3NzWzY1MrECWPIJBPRb0lRBB98tJ5Nre0oQkHXNcaPGUF9bQZV8/srftS4ASlh1Iha8gWLDz9uipLmFUVhRH0NI+prWb9hE80t7Wi6xpiR9dRmMlhO366hYpCr6ga1Ym8b4tMjtbsFUBSVXC7Hqaee6kv9CwVF0fjFL37BrrvuymGHHcacOXPYa6+9eOmll1AUhTvuuINFixahVrmRq6pOU9MGTjnlFKZNm8bRRx/Nrrvuyq9+9avI0Ag9Q/6+1KpP3v7Fp/yJNVyn83qqqtHS0sJhhx3Gbrvtxvz585kwYQK33XYbQgheeOEFrr/++midzvsPb+Sh582/6HUugS7fp5+MqfDlL38Zz5PU1NSiKCrf/va3MQyDxYsXR9suFAqMGjWKGTNmRDeDjn11PsaOsamqRjqdQlFU8rl8VQ9fd9vpGG/lOex8fhVF5cc//jFLly4N5klUjAXgxz/+Me+88w4AP/rRj/jXv/4VdJuvNleVf6uqxu23385f/vKX6PsQLFFyjruf8/Jjrn45UFWNn/70p7z00kvB3zrvv/8+xx57LLvuuivHHHMMkyZN4sILLwT8EM7ZZ58dzWvnudc0nfvvv58999yTefPmMW/ePKZOncpTTz2FqmqBAS2ZOnUqhx56aEeyrhC88cYbJBIJxo8fz3bbbcesWbNYvHgx9913H6NGjWLUqFFks1kymUz090033YQQgt/97nfsscceHHnkkcyYMYP58+ez5oM1ZDMZRtTXsP24UWw3eiR1NVkMQ0ci/Yo926Y1l+fjTzbStKmFtlyB9nyRtnyBTa1ttOUKmJZNrlCkNed7IBIJAylkVOq/2ZSU8duOS9Hyw42O6waVhHa3VV2SjkRuWeLBDVXYhVDwc55FxXhF9N+O/nThNktDgX4VXPhdLxt2n1AVBV3TovBj6e8c/Eq/t1d+yEeNTZiWxbur1/LCK29i2jb/Xv0xz/9rBe35Au35Ai+88ibvrf6YfNHkpVff5o13V2GaFmsbN/DWyg+j3Kflb7/Pqyve4/0P1lEsmuTzBQqFApbtsPqj9az+sJFCscjaxiYWv/QaLe0FXFdSNG1eWvY2r721kvZcEUURFC2LNWvX8+7qjygUTQpFi1fffI/X31mF7Tg0bWzmhX+9SUtbPmqbEzO8iD1OA4iiqNx9990ceuih1NbWIqVk4cKFLFiwgCeeeIKpU6cC8Prrr/PRRx8B8M1vfpMf/vCHHHjggdETHXTcHOfPn8/ee+/Ne++9RyKR4O233+aggw6irq6OE044Idq3lJLm5mbq6+sB30OjKP5N2jRNisUidXV1SOnH5sOnOM/zaGlpCdbzQx4/+clPGD16NE888QSKomCaJmvXrgXgo48+4sUXXwSoePrP5XJIKclmswA0NzeTTqcxDAPXdfwu7sE6GzdupL6+vmwbDz/8MFJKDMMPpbmuy2677cY999wTeDoEjzzyCBMmTMCyrGAM/rJtbW0IIchms0GzTS8yUErPTUNDA83NzViWTSLR4dUIvWytra1+3kddXfRUH3rfEokEuq7juk6ZUWJZFqZZpKamIzz1wgsvsOeee5aNMRxLeOx/+ctfKr5Dpmli23ZwHG6Z0eS6TmSohbz66qsdN8GSc2nbNqZpkslkAiNRRkat53ls3LiRESNGoCgK+XyefD4f/K1j2xahr0NRVEzT5LbbbmP58uV+7kqhwMEHH8y5557LAw88gK7rFItFfvnLXwKwzz77kMvlePnll9lnn73Lbg6qqvLYY49xwQUX8Pjjj7PvvvsCsHLlSpYtWxbtc/HixWSzWd544w3ef/99Jk3aIZqPmpoa1q5di5SS2267jVNPPZU1a9Zw6qmnAnDVVVexbt06br/99mi/zz77LOeeey5PPfUU++67L47jcPXVV3P44Yfz+uuvo6oqnueRTBhBJVqalrYcuUIRKcF2HVzPpbkth2jzPVKFQp686WDoOtl0El3TyGZSCOH31wNQEAPW9kdKsEvyacIwj+O4fgi6G7kFP+Angoo4UabqXXrdCY2q0NOjloQIhRCBFEF58nqp5pFXUm3Xn1BdRX5RFyiKwpiRdey0w3gQH9HeXqClNcd7q9cyfepkdtx+DKqi8M77H/Hu+x+SyxfZ1NrG5z6zB2NG1mNaNkXTQro2TRtbyeWL7DRxOz5ev4HJE8eSzqSiCj5FEYwfO5L99pqGZTs88exSNja3sv3Y0bzXuJa6mjQJQ6exaRNTd9qePXaZRMLQ2dTSzt577sy69RtZv2ET+86YSkNtBgm8/vYq3l65hunTJvfp/ARJWH1bp6/bj+mR2OM0QIRPRPfddx9f+tKXIjf2LbfcwjXXXMOuu+6K41g4jsXuu+/O4YcfjpSSuXPnsmzZMtatW1f2dK4oCsuWLWPFihVcd9116LqG41jsuuuuXHbZZfz85z8H4Pe//z2HH3448+bN49BDD2W33XbjjTfeQNcNFEXlqquuYvr06Rx88MHMnj2bDz5Yg6Io3HzzzZx00kkccMABHHDAAey+++58/PE6wA9ljB8/PrpBJxIJJk+eTGtrK9/73vdYtGgRc+bM4Vvf+hYA2WyWiy66iP33358bb7yRDz/8kEMOOYQvfOEL7LHHHlxyySUoit836pVXXmG//fbj8MMPZ5ddduGOO+4A4Nvf/jae53HAAQcwZ84cWlpaAPjiF7/I008/TS6XQwjBwoULOeuss8rO/Wc/+1kOOuggPvvZz3LAAQewYcMGVFXj2WefZe7cuRx55JEcdthhTJkyhSVLllBXV0ehUIiaiaqqztq1azn00EPZf//9OfjggznrrLMQQrB+/fpo2zvvvDOXX355ZDQdeuihfPvb32bWrFnsvvvunHHGGUgpeeCBB/j73//OJZdcwpw5c3jiiSf4zW9+w9FHH80BBxzAvHnzeOONNzjssMP4xz/+ER3HQw89xOzZs9l777055ZRTgoolwZe+9CX++te/Bt4hhXPOOYff/OY3LFq0iIcffpjrr7+eOXPmcO+99yKl5MILL2TXXXdl//3354gjjmDTpk0oisqNN97IiSeeyH777ccXvvAF1q5dy4knnsi+++4beY8cx6nwUj355JPsueee1NXVAfCnP/2JmpoavvOd76AoAsex0HWN888/P7phzp8/n/vuu6+Tx8n3hN16661ceumlfOYzn8FxbBzHYscdd+TYY4+Nbtp33XUXX/3qVzn55JO55557Krxu4W/u8MMP58MPP8SyrMBgLg+dheHkn//855x//vnRPoWAK664AtM0WbRoEUKoZdvVNL+sf9yoBsaOrGdUfS11NRmShgGCqPxeU/0QcNJIYBgaEj9Zu5SBUpS2LBvXcRFBErNpWVi2jet5vdKoEgIo1UaKvEIyylkKr1uhMRSG4EIvUql+k6KUCESKDk+W5wUK5CXTNdAaR67rsnLNOpa8soLVHzZSW5OmUDTxPI/xY0fgui62bTN+7Ehsx6GxaSOpRILabNrPO9O1QFldsnptI/V1GSaOH03RtGhsai4LxUopaW7NsXLNWt7892oc16Umk6Jomqz5+BOm7DCBsaMa+GhdE/nA+xfieZJ80SSZMKjNpNjY0objuIwdVU/BNHGcLSCaGTPgxIbTgCFwHIelS5ey9957A9Da2sqrr77K7Nmz8Tw3+hG6ro1tmziOhRCCvfbaiyVLlpTdZIQQLF68mOnTp5PNZqObvOe5zJ49m+eeey7I8XF49tlnWbhwIS+//DLf+c53+PrXvw7An//8Z5566imWLVvGyy+/zLnnnhuFU2zb5sUXX+RPf/oTr7/+OgcddFBkxHz961/nzjvvZM6cOVx66aXRzb22tpYf/ehHHHjggTz//PPcdNNNgO9pmjRpEq+//jpXXHEF559/PscddxzLli3jzTffZMmSJTz55JM4jsOpp57KggULePnll3nllVe47rrrWLlyJTfeeCOKovDcc8/x/PPPRzfpRCLB0UcfzUMPPcQHH3zAunXrIi9FyGOPPcbSpUtZvnw5Bx10EDfccAPgX1yff/55rr32WpYuXcott9zCmWeeCUA6kyEXVP0oisJ//ud/8rnPfY4333yTl19+mVtuuQWA73znO+yzzz689tprvPbaazzwwAORp6hQKNDS0sIrr7zCu+++y+LFi1m2bBn/5//8H+bOncuCBQt4/vnnOeKII3Ach8WLF/Ob3/yG5cuXM2PGjKhkOuSjjz7i5ZdfZsWKFaxfv567774b8ENfparEpmniOA4HHnggxx57LBdffDHPP/88X/nKV3jooYd4+umneeONN1i+fDmTJk3iyiuvjOb8+eef54knnuCNN95g3bp1rFy5kjfeeIPnnnsu8ryUfauFYMmSJcycOTO6+T377LPMnj2bMNct/F6GDwZSeuyzzz688MILlCZzh4bPs88+y2c/+9nA++mV/Sak9D2gf/jDHzjppJM4/fTTufvuu8sSwG3b5uWXX+a5557j8ssv57DDDsMwjKq5YeGYFy9eXLZPz3PRNI19992XxYsXV/VuaJqKYegkEjp1NRlGNdQxqqGW0Q311GUzJA2dbDpFXU0aXfN1fKpVVlm2E+gh9R8ZJJQnErrf3FjzS+Jtxxe4DENCXRkoodGtKB3ZxVGYrcSDpChKtx4NTfXFNMOwn1/BKDo8WmWD7gjVDbDdhKaqTJ28PQfO3ot9p+/CB2vXUyhaaJpKy6YcwgJswYYNLRi6xthRDRSKJhtb2rEdh2LRoj1XoKU9x8frmmhtK/D2yjUUTYtVH67Dtl2/EtHzPfQbm1t5e+WHvP72++wwYTR12QwfNjbR0trOmo/X81HjBppb22na2EKmVGxXQjJhUDQt2vMF6muyaKrC+g3Nkap9XwhznAbzFdMzcahugBBCsGmTn5BYU1ODlF5Upqr3UDkxYsQI1q9fX/G+6/oX98744SI3ukjOnTuXnXbaCc/zOPXUUznnnHMwTZM///nPNDQ0cOuttyKlpK2tjeeffz7azhFHHEFDQwNSSmbNmsWiRYsA34OzcuVKnnjiCRYvXsxRRx3FN7/5Ta655pqycXieG4V/Tj/99GjMTzzxBJ/5zGdYsGAB4Jc2P//880yePDkyDpYuXQpATU0NS5cuZaeddoq2m8/nSKc7ypfPPPNMLrnkElavXs3pp59ecZNbunQpv/3tb1m/fj2NjY1st9120WfTp09n7733xvM8jjrqKE4//XQaGxsZPXoUhXwex/VQXZcnn3ySe+65Byk9XNclnU4DsGjRIh577DE8z6OmpoYTTjiBRYsWccQRRwBw0kknIYQgmUyy1157sWrVKmbOnFlyjrxovPPmzWOHHXbAceyqSc6nnnpq5OU75ZRTePrppzn33HMrlqtGmFS/aNEiTjrpJFIpv8XGV7/61TIP3VFHHcWoUaPwPI8dd9yRjz76iPPOO48jjjiCww47jLDKMyT0uk2bNo0gqwXHcap+LzvGIhkxYgSNjY3BNspvnN2trygqDzzwAAcddBAjR45k5MiR1NfXs2jRIg4++GDAN1h/8IMf0NzczPLly3nhhRei/XaF67pVf4e6rmPblQnspUThXCFIp5KkkpJ0ykBXIKlrYJrYpoUnBFpNusx48pC0tuepyaRJpxLd7qc7JKCqCp4nUQBpeiRdAzwQHjhSdHv8nRPZQ8kGT5ZrFwEV6uKdz0O4rE1Y6eZXvYnAA6UI0eFlE1DqevJsD8d0kW5QraYrqAm1zzds1/NYu34DruuHT1MJg/EjRzCxbiSaouLZEoFkQu1I6vfIkKpLUjAtXnx1BeNGNZAvWGTSSYR00Q2dnXecgK6pjKir4b0P1tLSlqOhLoPr+t/fyRO3Y98Zu/Daivdp2tRKS3ueD9c1scOEsYwbPQIBpJMJPviokZ0mbkeY2mY7LvW1WcaNHsGrb77HuNEjyOULtLTl2XvPXehzpbKIy+qGArHhNGD4uT22bWNZFpqm0dDQwJQpU1i2bBkTJ24flXGHCbDh37lcriw/BvwL3b777st1112Hbfv5SqGhsmzZMj7zmc9EF7AwJygMcwghsG2b5uZmxo0bx5QpU6Lt/uIXv4j+Hd5cpZRomhZ5NaSUNDQ0cPLJJ3HKKadwwgknMH/+fK6++uqKMYb4OV2en1BpWeyyyy4kEv6NYuedd2bnnXemubmZZDJZNp4rr7wy8tB1te199tmHpqYmbr/9dl566SVWrlwZffavf/2L888/n3vvvZfJkyfz5JNPcu+990afdz43uq5jmmZk7Di2g6ZqOI6DYRgVuRmmaQbb8I0GwzDI5/OdzqGHEGrZOex0NNE58sdSPSE03H/4b9P0G5L6np2wNJ0ov6ucjs/CYwZZtp1wDGEIa9SoUbz22ms88sgj3HfffVxwwQUsXbqU0aNHRd/NMGctl8sF+/CN7LvuuivyUPjGoZ9PF56/XC4XHW/n8zBr1iyWLVvGfvvtF21TUbTI23XXXXfx9ttvR8b0J598wl133RUZTrW1tfzxj38E4NZbb+X000/nxRdfrJrcHp7Pfffdl2XLlnHooYcCRFWPr732Gscff3yfQklhub+mqSiOg2s7GNlMYB0q5DZtQtE19JqMn+skJdLb/JCMqqp4tofdXuJZkyA9SKChGpWSBWWhy3D5YB76qzvUWRLCD+F1SCgoQikTmhWK/5238xK3WH4eHMfFKbpoWQ1V616gMkRVFHbZcQIt7TlcTzKqoY4Jo0eS8LQohlJq/GWMJIojmDltCmvXN7GxtZ2RDTVsN3oEn2zYyF5jR7PdmBGoioLjuqSSCVRFRRYl0vKYOXEyrvCQjmSXyRMwdP96MXG70YwfM4JMOolp2dTWpGls2oTt2H7VXDaNZds4rsO0KRNp2tjCptY2amuy7Lzj9tRk05hm76qCY4YWcahugJBSkkwmmTZtGm+99RbhTeJrX/sa3//+92lra0fXE+h6gubmFpYuXRolL69YsaIsFAL+Behzn/sctbW1/PSnP0VVNXQ9QWtrKz/5yU+ikBPAkiVLaGlpQVVVnnnmGaZMmUI2m+XQQw9l9erVzJ8/n+OOO47jjjuOI488ssdjWbVqFdCho5PP56mp8YXw0uk07e3tANH4S89BNptl9uzZANE+jzvuOHbbbTdmzpyJEILJkydH7x977LFMnDgRgEwmQ3t7O+l0piJJ9JprruFb3/pWmTcJ4I033mCfffZh9uzZjB07tixnCGD58uWsXbsWVVWj5OPtt9/eT0IPksMNw2DWrFk89NBD0XkOj32//fbj8ccfR1H85OG//OUvzJo1q8dzGJ6napVlXfGXv/wlSsp98skno5DkuHHjeO+996JE/TA5v3Q/4fmaNWsWjz/+OOAbB48//njV8SqKgm3bjBo1irPPPpvf/e53TJkyhX/+85+dblySmTNnsmLFisCAkxx//PGsWLGC3//+96iqjq4nUFUtGr+qqtF3Gjpu3qFRdfbZZ3PdddfxySefoOsGup6gUCjw97//nTfffJO3336blStXsnz5cpYvX87rr7/OH/7wB5qbm8uOwfM8vvGNb9De3s4jjzxS8X0Mxy+lx1lnncVNN91EY2NjNN7//d//pampiaOOOqpLY7Yn9GyGVEMdRjpFIptBN3TSdf7fuB5uSzu1uo6h68gSL3F/kJ4sN5o64RZcXLtT6xPpJ6p7gSfIF+Ks3rx2cyg1VHzvUdg8GJDgmG6F0dQxSHDaHWzbxnW9oG1O1y8pJTtNHMfMaTux126TmTZlIhmte2+eZ0sMTWXH7ccyc9pOTNtpe+pq0owZWceYkXW4rovruaiKwo7bjSXr6siCBy7oikpS6NibLAxXYecdJ5BKJZi8/VhSSQPPk7TnChRMk7raDC3tOYQCyaROrui3/WlpbyeTSTJpwjjGj/HlaDY0t/jSFX1AKIP/iumZ2OM0QIQXofnz5/Pkk08yffp0PM/loosuYt26dUydOpW5c+diWRavvvoqd955JwDvvfcehmEwbdq0Ml2k0IvxyCOPcNppp/Hggw+y88478+yzz3LSSSfxjW98I1p2hx124Mgjj2TatGn85S9/YeHChQCcdtppUdhsv/32Y926ddTV1fHrX/+622O56aab+POf/8z+++9PPp/nhRde4Kc//SkAc+bM4dvf/jYHHnggc+bM4Uc/+lHZmKUU3HbbbZxwwgk8+OCDjB49mn/961/88Ic/5Mgjj+SOO+7gmGOO4fOf/zyJRIKXXnqJRx99lClTpnDaaafxuc99jh122IH/9//+X9mYvvjFL1Yd6yGHHMJll13GqaeeyqZNmypkBnbccUdOOOEEpk2bxpNPPsnNN9+Mqqp+fhl+HovjOPzsZz/jS1/6Eo8++mgQapXcfffdXHvttRx55JEsWbKEVatWMXr0aE488cRuzx/ACSecwIUXXsivf/1rLrnkkh6XB1i9ejVf+tKXcF2XtWvXRnlW5557Lsceeywvvvgiq1evZsyYMdE68+fP57TTTuOvf/0rZ599NmeccQa/+c1v+MIXvsB2223HK6+8wmOPPVaxLyEEf/3rU3zve99j//33Z8OGDTQ3NzN37twKA/6oo47iiiuuCBLHob6+nj/+8Y+cc845XH/99ey000688cYb7LTTTlEI88knn+Tkk0+umA/PczjjjDN4//33mTFjBrNnz0ZVVZYuXcpPfvITHn30UU444QTq6+uj38OkSZOYO3cu999/P3Pnzi3ZlouqalxxxRV8//vfZ/78+VVVrF3X5fjjj+ett95in3324fOf/zzr1q1j/fr1/OEPfyCVSvVaD6yCMIGYjmuAmtBRwryh2ho/IRuB3dyOkkqgJhMIKaGP1Xau2bNx5xYdVL1U4DXQRPI8lE4VclFuUhUPj207mKZNsWhW/TzUebJMK/o81JVyFT8/yHFcEgn/O+QV/bFX5EF1DBOrYCOVnudBhq6zsJrPk6iO2vW28b1sXtHFVf3YmwNIz8O2LIqFIqqq4ARVg0pedDlWN++iaQqKEJH6uud5OK5blhResZ7rUXDNKu/30RMZh+qGBEIOdLnDpxDb9n8Qqqrx4Ycf8aUvfYmXX34Z8MMrqqrR3NzMK6+8QjKZZObMmaRSfgLhd77zHSZPnsy5555b5eItglwQweuvv05TUxMzZsxg5MiRUWn6gw8+yO9//3tuv/12XnvtNXbffXdGjx6N41iRPs+qVav497//zbhx49h9992jsnvHcaivr49KzIvFIqNGjQJg7dq1vP3226TTaXbbbTdqa2txXTvwvEg++eQThBCMHTuW1atXs8MOO+C6NlL6ZfGe5/Hyyy+Tz+fZfffdGTt2bBRqLBaLvPTSSwghmDFjRlT6L4SgubmZlpYWtt9+e1paWlAUJdo3dIgxbtiwgQkTJkS5W6+++ioTJkxg/PjxkVDo3/72N66++mr++Mc/8s9//pNdd92V7bbbLhLTDPEv8Elc1w1CPoK9996bdDqNlH639SVLljBmzBimTp0ajbWxsZH6+np03Re8bGpqIp1Ok06nEUJQKBT45JNPIsHTYrHIyJEjsW0TXTdobFxPfX09yWSSxsZGampqWLNmDc3Nzey9995omhYkMeusW7eOt956i5kzZ+I4DslkkkwmjRAKlmXR2NhIbW1tdC5fe+01TNNkxowZQchU0trahud5kSyFqmqsWbOGd999l7q6OmbOnBlUydll30FdNzj77LM56qijOPbYY3FdG1X184Vee+01mpqa2HnnnZk0aRIAjY2NHHLIIbzyyisIISuMJ0VRUVUtkixQVZW99tqLmpoa1q1bRyaTIZNJR4aTpum0tPjf19raWhobG5k4cSK2bRHqY3344YdMmDABTfN/a67rMmJEQ3Qs4T5bW1v55z//SV1dXRQi9pfpu8J1a2srhuvhWjZafR2eJFDhrmJoeB5OoQiKgqprFDZsQk2nMLIZ/7vYww1LIKAgkU7345RIZApSQXPbsAKuNI+pc65TiBd4iIrFot+LrVggm81WGE6huKPjOOi6XtWwEkKQz+dJpVIUi0XSpLsdN4CaUNAzPVcHuq7fq843XlSkJylurDRKKsakC5R0h7EaXjvS6QwJQ/cfqPIOVmv3xpvQBXZCousqauCJbtrYTL6fYbc9dpnS4zKtra3U1dWx5u0PqK3pHAIfOFrbWpk4dQdaWlqqhNpjQmLDaQAIDafwJrNw4ULmzp3LlCk7RRf/Ut2fUq2mH/7wh1x++eV+nkAXeRAdwoX+ui0tzWSzWTTNiAynBx54oKzCqWPdUHgx7HnlVxV1aPq40fj8v73goaa8HUb5NitLw/2nTa9smc7tOMLj7nwuQp2hMHcizNPpENcrPy8dx+MFuUvluR1hPtOiRc9w9dVXs2jRokjbKdxX57EXCkVUVSOVSnbccErOTfhex3H6+T2d/4YOQ6Ga+Gc4jlwuH+UbhfpZZTexYLngiKPcNX+8BPsJx9exn1D7qbRFT8d4yue8q+9GZ1RVY926Rh5++GHOP//8SOep8/fSN8Z0nn76aRRF4cADD+zWk9P5exAapKVjLF22fM46vk8dx9DRyqjaNjrvs/wc943QcMokkliWxaZ8Ecvxy9Rrs+ke83TsQhFFUwFB7pMNJOuyaOmU3yhWqVTd7r3hBF5SkkolukzyrnYspZIJlmWhCAXT9LXfOv+2wt9soVD0HxKUDt9M6bLNzS0YhjHghlModxAag1IGhlMPdzKRECjJSsMpk8lg6L7hZDabXYcUS8gZNpbtoGkK2VSKpuaWbj1O3dEXw2nFv96syIcdSNra2thtn91jw6kHYsNpmPPOO+/w73//m6OOOmprD2XIsWbNGl566SWOP/74rT2UmJiYmH5TLBaZPHky69atG/R9jRs3jvfff59kMjno+xquxIZTTExMTEzMEKdYLHZRUTuwGIYRG009EBtOMTExMTExMTG9JC4+jImJiYmJiYnpJbHhFBMTExMTExPTS2LDKSYmJiYmJiaml8SGU0xMTExMTExML4kNp5iYmJiYmJiYXhIbTtswpc1dY4Yn8RwOf+I5HP7EcxhTSmw49YPW1lauvvpqpk+fTk1NDSNHjmTWrFncdttt2Ha5eqzjOFx33XVMnTqVRCLB+PHj+cY3vsGGDRt6ta9Vq1YFCs9dv0r7xQG8++67zJ07l3Q6zahRo7jhhhvKPt9hhx2CXmCVCrknnngiQghOO+20is9c16Wuro4ddtihV2MfymzJOQQ488wzu5y/iy66qGL5eA57ZkvP4Y9//OOoB2AikWDs2LHMnTuXe++9t+o8xHPYM1t6Dp966im+8Y1vMHv27Kg10t13393l8vEcxlRFxvQJ27blvvvuKxVFkWeccYb8xS9+IX/605/Kz3/+8xKQJ598ctnyp512mgTkF7/4RXnHHXfIyy67TKZSKbn77rvL1tbWHvfX3t4u77333qqvHXbYQQLytddeK1tn+vTp8sgjj5SPPPKIvOmmm2Q2m5WPPvpo9Pnpp58uAfniiy+Wred5nhwzZozUdV2OHz++YixLliyRgDzjjDP6cMaGHlt6DqWU8owzzpBA1Xn85z//WbF8PIfdszXm8Oijj5ZnnnmmvO666+SvfvUrecMNN8iDDjpIAvL000+vWD6ew+7ZWr9DTdPkjBkz5H777ScBuXDhwi6Xj+cwphqx4dRHnnrqKQnI/+//+//K3nddV86cOVMKIeSmTZuklFI+/fTTEpDHHHNM2bK/+93vJCCvvPLKfo/j3XfflUIIOXv27LL3N2zYIIFoDFJKecEFF8gLLrgg+vuee+6RgLz22mvL1l2+fLkE5DnnnCMBuWLFirLPf/zjH0tA/vrXv+73uIcCW2MOQ8OpN8Rz2DND5XcopZRHHHGEBOTKlSuj9+I57JmtMYcffvihLBQKUkopFy5c2K3hFM9hTFfEobo+0tLSAsD48ePL3lcUhe222w5FUYJu9PDrX/8agP/+7/8uW/b4449nxx13jD7vD7/85S+RUnLOOeeUvd/Q0MDo0aO5+uqree+991i0aBEPP/wwu+22W7TMwQcfDMDf/va3snX/9re/oSgK3/ve91BVternAAcddFC/xz0U2JpzKIPmsNVc+yHxHPbMUPkdAkyePBmAjRs3Ru/Fc9gzW2MOJ0yY0Ot2IvEcxnTJ1rbchhsff/yxzGQycuTIkfL++++Xq1evlu+884685pprpBBCXnXVVdGy06ZNk4qiyGKxWLGdk08+WQKysbGxz2OwbVuOGzdO1tbWyvb29orPH3vsMTlixAiJ3y9cnnjiidJxnLJldt11V5lOp6VpmtF78+fPl3vvvbeUUspZs2bJ448/PvrMNE2ZSqXk1KlT+zzeocbWmMPQ41RbWysBqaqq3H///eVDDz1Udfl4Drtna/4ON2zYID/55BP59ttvy1tuuUUmk0k5adKkiu3Hc9g9W/ta2pPHScp4DmOqExtO/eCvf/2r3HnnnaMfEyCTyaS84447ypbLZrNyzJgxVbdx8cUXS6BqfktPPPTQQxKQ5513XpfLtLW1ySVLlpSFD0o577zzJCCfffZZKaXvHm9oaJAXXnhhNL6RI0dKz/OklFI+88wzEpDf+MY3+jzeociWnsNLLrlEfvOb35T33HOPfPTRR+WCBQvkxIkTJSAXLFhQdZ14Drtna/0OR44cGe1PCCEPPPBA+dZbb1VdNp7D7tma19LeGE5SxnMYU0kcqusHI0eOZM899+SrX/0qDzzwAPfddx9HHHEEX//617n++uuj5fL5fORq7kzoLs7n833e/5133glQEaYrJZvNsv/++0dhhM50djG/+uqrbNq0iQMPPBCAefPmsWHDBpYtW1a2XLjecGdLz+F1113HzTffzOmnn84xxxzDxRdfzOuvv87kyZP53ve+x5o1ayrWieewe7bW7/Chhx7iySefZOHChcyfPx+Atra2qsvGc9g9W/ta2hviOYypYGtbbsON1157TSaTSXnJJZdUfHbCCSdIRVGiKrfunpIuuuiifj0lffDBB1JRFLnPPvv0ffAlNDU1SSGEPOCAA6SUUl5//fVSVVXZ0tIipZSytbVVapom/+///b9SSinnzp0rhRCyqalps/Y7FNjac1jKLbfcIgF555139nndeA6Hxhz+13/9l0wmk/Kdd97p87rxHG69Oeytx6knPs1z+Gkl9jj1kRtvvJFisciJJ55Y8dmJJ56I53ksWrQIgO23356mpqaq4mkfffRRtExfuOuuu/A8j3PPPbcfo+9g5MiR7LXXXrz44ovk83kWLVrEZz7zGWprawGoqalhn3324W9/+xv5fJ6XXnqJmTNnMnLkyM3a71Bga89hKeFT7Pr16/u8bjyHQ2MOzzjjDIrFIvfcc0+f143ncGjM4ebwaZ7DTyux4dRH1q5dC1Ahzlb6nuM4AOy33354nseSJUsqln3hhReYNGkSY8aM6fW+Pc/jrrvuIpPJcMopp/Rn+GUcdNBBWJbFM888w3PPPVdR4TFv3jyee+45nnnmGSzL2mYqQLbmHHbmnXfeAWDcuHH9Wj+ew60/h4VCAYBNmzb1a/14Drf+HG4un9Y5/LQSG059ZI899gB8z08pUkoWLlwIwOzZswH4yle+AlChNvvQQw+xatWq6POQpqYm3nrrrahMtzNPPvkkH3zwASeeeCI1NTWbfSxhjH3BggW0tbVFMfmQefPm0drayoIFC8qWH+5s6TnM5XK0t7dXjKOxsZHrr7+eRCLBEUcc0a9jiedwy8xha2trZCB13t9Pf/pTAObMmdOvY4nncMtfSweaT+scfmrZqoHCYcgHH3wgR48eLQF55JFHyltuuUXecMMN8rOf/awE5HHHHVe2fFgq+8UvflHeeeed8rvf/a5MpVJy2rRpUQw85Kqrruo25n7cccdJQC5ZsmRAjqWtrU1qmiYBqet6hbRB6eeapsm2trYB2e/WZkvP4SuvvCJra2vlV7/6VblgwQJ5xx13yIsuukg2NDRIIYS87bbb+n0s8RxumTlctGiRrK+vl2effbZcsGCBvPPOO+UPfvADueeee0pAHn744RVl6r0lnsMtdy1dtmyZvPrqq+XVV18dXU+PO+646L1ly5b161g+rXP4aSU2nPrB6tWr5TnnnCMnTZokdV2XqVRKzpw5U/7P//yPtG27bFnLsuSPf/xjucsuu0jDMOS4cePkueeeK9evX1+x3e4Mp8bGRqnrupw+ffqAHsucOXMkID/3uc9V/Xz//feXgJwzZ86A7ndrsyXn8OOPP5Zf+cpX5G677Sbr6uqkpmly7Nixcv78+VEJ8+YQz+Hgz+GaNWvkeeedJ6dPny7r6+ulqqpyxIgRct68efKOO+7ot9EUEs/hlrmWhgnhXb02J1H80zqHn0aElFIOhicrJiYmJiYmJmZbI85xiomJiYmJiYnpJbHhFBMTExMTExPTS2LDKSYmJiYmJiaml8SGU0xMTExMTExML4kNp5iYmJiYmJiYXhIbTjExMTExMTExvSQ2nGJiYmJiYmJieklsOMXExMTExMTE9JLYcIqJiYmJiYmJ6SWx4RQTExMTExMT00tiwykmJiYmJiYmppfEhlNMTExMTExMTC/5/wGKZkT/qtojngAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "exp.plot_basemap(figsize=(6, 6));" ] }, { "cell_type": "markdown", "id": "c00eca3c-f68f-40ef-843b-b4d979b82f8a", "metadata": {}, "source": [ "## Impact Functions\n", "\n", "To model the impact to the exposure that is caused by the hazard, CLIMADA makes use of an impact function. This function relates both percentage of assets affected (PAA, red line below) and the mean damage degree (MDD, blue line below), to the hazard intensity. The multiplication of PAA and MDD result in the mean damage ratio (MDR, black dashed line below), that relates the hazard intensity to corresponding relative impact values. Finally, a multiplication with the exposure values results in the total impact.\n", "\n", "Below, we read and plot a standard impact function for tropical cyclones." ] }, { "cell_type": "code", "execution_count": 7, "id": "49e69615-71c6-4d6b-b4d0-09e67452f794", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from climada.entity import ImpactFuncSet, ImpfTropCyclone\n", "\n", "impf_tc = ImpfTropCyclone.from_emanuel_usa()\n", "impf_set = ImpactFuncSet([impf_tc])\n", "impf_set.plot();" ] }, { "cell_type": "markdown", "id": "a125e91a-b670-4b62-a575-47b0e24288f3", "metadata": {}, "source": [ "## Impact calculation\n", "\n", "Having defined hazard, exposure, and impact function, we can finally perform the impact calcuation." ] }, { "cell_type": "code", "execution_count": 8, "id": "67ee19df-1e28-45f6-a14a-15f7b37a8f2d", "metadata": {}, "outputs": [], "source": [ "from climada.engine import ImpactCalc\n", "\n", "imp = ImpactCalc(exp, impf_set, haz).impact(save_mat=True)" ] }, { "cell_type": "markdown", "id": "8b3928bf-bf10-4bd9-be99-e35185100680", "metadata": {}, "source": [ "The Impact object contains the results of the impact calculation (including event- and location-wise impact information when save_mat=True)." ] }, { "cell_type": "code", "execution_count": 9, "id": "458197df-b29f-49b7-882a-a7b2381b8276", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The total expected annual impact over all exposure points is USD 288.90 M. \n", "The largest estimated single-event impact is USD 20.96 B. \n", "The largest expected annual impact for a single location is USD 9.58 M. \n", "\n" ] } ], "source": [ "print(\n", " f\"The total expected annual impact over all exposure points is {imp.unit} {imp.aai_agg / 1_000_000:.2f} M. \\n\"\n", " f\"The largest estimated single-event impact is {imp.unit} {max(imp.at_event) / 1_000_000_000:.2f} B. \\n\"\n", " f\"The largest expected annual impact for a single location is {imp.unit} {max(imp.eai_exp) / 1_000_000:.2f} M. \\n\"\n", ")" ] }, { "cell_type": "markdown", "id": "2bd821a0-fc92-4d9f-98de-ec0636d9890a", "metadata": {}, "source": [ "Several visualizations of impact objects are available. For instance, we can plot the expected annual impact per location on a map." ] }, { "cell_type": "code", "execution_count": 10, "id": "7effc37b-888b-4623-b442-31c4ff407020", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "imp.plot_basemap_eai_exposure(figsize=(6, 6))" ] }, { "cell_type": "markdown", "id": "016cf3fc-ea68-46d9-8ce6-561af936855e", "metadata": {}, "source": [ "## Further CLIMADA features\n", "\n", "CLIMADA offers several additional features and modules that complement its basic impact and risk calculation, among which are\n", "\n", " uncertainty and sensitivity analysis\n", "\n", " adaptation option appraisal and cost benefit analysis\n", "\n", " several tools for providing hazard objects such as tropical cyclones, floods, or winter storms; and exposure objects such as Litpop, or open street maps\n", "\n", " impact function calibration methods\n", "\n", "We end this introduction with a simple adaptation measure analysis.\n", "\n", "## Adaptation measure analysis\n", "\n", "Consider a simple adaptation measure that results in a 10% decrease in the percentage of affected assets (PAA) decreases and a 20% decrease in the mean damage degree (MDD). We apply this measure and recompute the impact." ] }, { "cell_type": "code", "execution_count": 11, "id": "1a40afe1-0220-4066-9fa3-19ba52dc80b7", "metadata": {}, "outputs": [], "source": [ "from climada.entity.measures import Measure\n", "\n", "meas = Measure(haz_type=\"TC\", paa_impact=(0.9, 0), mdd_impact=(0.8, 0))\n", "\n", "new_exp, new_impfs, new_haz = meas.apply(exp, impf_set, haz)\n", "new_imp = ImpactCalc(new_exp, new_impfs, new_haz).impact()" ] }, { "cell_type": "markdown", "id": "480d7b78-a2bc-4324-9851-32020bedb888", "metadata": {}, "source": [ "To analyze the effect of the adaptation measure, we can, for instance, plot the impact exceedance frequency curves that describe, according to the given data, how frequent different impacts thresholds are expected to be exceeded." ] }, { "cell_type": "code", "execution_count": 12, "id": "490aa356-b352-474e-8a92-9e15febd657e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = imp.calc_freq_curve().plot(label=\"Without measure\")\n", "new_imp.calc_freq_curve().plot(axis=ax, label=\"With measure\")\n", "ax.legend()" ] }, { "cell_type": "markdown", "id": "3ae96e23-6bca-4899-955d-ae954104ff88", "metadata": {}, "source": [ "That's the end of the tutorial!" ] }, { "cell_type": "markdown", "id": "0ef6eabc-c736-4fc3-975f-9984465836fe", "metadata": {}, "source": [ "## Look at hazard object" ] }, { "cell_type": "code", "execution_count": 47, "id": "a8240c62-6dbd-47f2-b212-7f8d74d556b3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(216, 2500)\n" ] } ], "source": [ "print(haz.intensity.shape)" ] }, { "cell_type": "code", "execution_count": 48, "id": "1a4e5305-ad9b-4284-8595-64c475a5c588", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " Coords\tValues\n", " (1, 2049)\t17.55040345035519\n", " (1, 2099)\t17.79791691553653\n", " (1, 2149)\t17.82800226879329\n", " (1, 2199)\t18.006073107169783\n", " (1, 2249)\t17.93608253418204\n", " (1, 2299)\t17.812898562445746\n", " (1, 2349)\t17.794769253289715\n", " (1, 2399)\t17.801403306238985\n", " (1, 2449)\t17.713852938741606\n", " (12, 469)\t17.8159230990694\n", " (12, 470)\t18.248975730571548\n", " (12, 471)\t18.164004357208768\n", " (12, 472)\t17.70500270844889\n", " (12, 518)\t18.45999608187005\n", " (12, 519)\t19.355750701721483\n", " (12, 520)\t19.62149497417566\n", " (12, 521)\t19.33079434166503\n", " (12, 522)\t18.934922826613835\n", " (12, 523)\t18.510204211690944\n", " (12, 524)\t18.22036534970902\n", " (12, 525)\t17.87719118206728\n", " (12, 567)\t18.30466746335376\n", " (12, 568)\t19.750662396069348\n", " (12, 569)\t20.56081903946209\n", " (12, 570)\t20.577861544966254\n", " :\t:\n", " (210, 2410)\t33.26528180147779\n", " (210, 2411)\t30.68019860390886\n", " (210, 2412)\t28.15536765641359\n", " (210, 2413)\t25.74282131439153\n", " (210, 2414)\t23.527237868349573\n", " (210, 2415)\t21.6278900915472\n", " (210, 2416)\t19.867917180385728\n", " (210, 2417)\t18.25066602873503\n", " (210, 2450)\t26.590777966035102\n", " (210, 2451)\t28.0752952729801\n", " (210, 2452)\t29.50000675383674\n", " (210, 2453)\t30.768500659361123\n", " (210, 2454)\t32.45918326776559\n", " (210, 2455)\t33.80071616050803\n", " (210, 2456)\t35.96406468589145\n", " (210, 2457)\t37.53325540204782\n", " (210, 2458)\t36.03309177936394\n", " (210, 2459)\t33.46733934150763\n", " (210, 2460)\t30.858756019127163\n", " (210, 2461)\t28.536395294631145\n", " (210, 2462)\t26.277412205196118\n", " (210, 2463)\t24.1986319123445\n", " (210, 2464)\t22.307415965255224\n", " (210, 2465)\t20.532981462731797\n", " (210, 2466)\t18.889446439803752\n" ] } ], "source": [ "print(haz.intensity)" ] }, { "cell_type": "code", "execution_count": 49, "id": "8b06cb05-5f72-4a52-ab76-531aec743841", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " Coords\tValues\n", " (0, 469)\t17.8159230990694\n", " (0, 470)\t18.248975730571548\n", " (0, 471)\t18.164004357208768\n", " (0, 472)\t17.70500270844889\n", " (0, 518)\t18.45999608187005\n", " (0, 519)\t19.355750701721483\n", " (0, 520)\t19.62149497417566\n", " (0, 521)\t19.33079434166503\n", " (0, 522)\t18.934922826613835\n", " (0, 523)\t18.510204211690944\n", " (0, 524)\t18.22036534970902\n", " (0, 525)\t17.87719118206728\n", " (0, 567)\t18.30466746335376\n", " (0, 568)\t19.750662396069348\n", " (0, 569)\t20.56081903946209\n", " (0, 570)\t20.577861544966254\n", " (0, 571)\t20.24184200206581\n", " (0, 572)\t20.186089407798434\n", " (0, 573)\t20.016758879920342\n", " (0, 574)\t19.759200332681864\n", " (0, 575)\t19.166869467627755\n", " (0, 576)\t17.999630328041583\n", " (0, 616)\t17.77727906742319\n", " (0, 617)\t19.254080633137107\n", " (0, 618)\t20.895811924198313\n", " :\t:\n", " (0, 2310)\t22.04341771186188\n", " (0, 2311)\t19.882971646121334\n", " (0, 2312)\t17.956830034300403\n", " (0, 2355)\t17.6717454269344\n", " (0, 2356)\t19.479497663100805\n", " (0, 2357)\t22.55508478416657\n", " (0, 2358)\t24.70325794444967\n", " (0, 2359)\t24.603694099299158\n", " (0, 2360)\t22.17371090896348\n", " (0, 2361)\t19.98159525089308\n", " (0, 2362)\t18.03501863973816\n", " (0, 2406)\t19.62687400691336\n", " (0, 2407)\t22.33777986743\n", " (0, 2408)\t24.701133142446537\n", " (0, 2409)\t24.9174252817472\n", " (0, 2410)\t22.54863988374744\n", " (0, 2411)\t20.236012578297625\n", " (0, 2412)\t18.20201294878007\n", " (0, 2456)\t19.215438536405646\n", " (0, 2457)\t21.773927775072124\n", " (0, 2458)\t24.323880788636988\n", " (0, 2459)\t24.557200181359832\n", " (0, 2460)\t22.215850207913178\n", " (0, 2461)\t20.014976941770833\n", " (0, 2462)\t18.04888147953923\n" ] } ], "source": [ "print(haz.intensity[12, :])" ] }, { "cell_type": "code", "execution_count": 50, "id": "ef394923-27e4-447c-8e28-2648befe1d97", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "17.8159230990694\n" ] } ], "source": [ "print(haz.intensity[12, 469])" ] }, { "cell_type": "code", "execution_count": 51, "id": "66c18d06-8b8e-48b9-a120-e2593659e44e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "20.014976941770833\n" ] } ], "source": [ "print(haz.intensity[12, 2461])" ] }, { "cell_type": "code", "execution_count": 52, "id": "99aed34e-f86c-458b-9594-5a8a45eaebcc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541\n", " 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541 0.00540541]\n" ] } ], "source": [ "print(haz.frequency)" ] }, { "cell_type": "code", "execution_count": 53, "id": "a4e2ad82-6a8f-433f-9e5c-8c04cf322ec5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.005405405405405406\n" ] } ], "source": [ "print(haz.frequency[12])" ] }, { "cell_type": "code", "execution_count": null, "id": "aa695066-4747-44bd-a84a-25cd57aae3a6", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:climada]", "language": "python", "name": "conda-env-climada-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.14" } }, "nbformat": 4, "nbformat_minor": 5 }