{ "cells": [ { "cell_type": "markdown", "id": "1954edcf", "metadata": {}, "source": [ "# Deflection Models" ] }, { "cell_type": "markdown", "id": "eb152284", "metadata": {}, "source": [ "**The deflection models calculate the deflection of the wake due to yaw-misalignment, sheared inflow etc.**\n", "\n", "Note, this is one of the four effects of skew inflow that is handled in PyWake, see [here](https://topfarm.pages.windenergy.dtu.dk/PyWake/notebooks/YawMisalignment.html).\n", "\n", "The deflection models take as input the downwind and crosswind distances between the source wind turbines and the destination wind turbines/sites and calculate a new set of deflected downwind and crosswind distances. This type of model is important for simulations where the turbine experiences a change in angle between the incoming flow and the rotor, for example in active yaw control or wake steering optimization.\n", "\n", "In PyWake, there are three different wake deflection models:\n", "\n", "- [JimenezWakeDeflection](#JimenezWakeDeflection)\n", "- [FugaDeflection](#FugaDeflection)\n", "- [GCLHillDeflection](#GCLHillDeflection)" ] }, { "cell_type": "markdown", "id": "f58aa334", "metadata": {}, "source": [ "**Install PyWake if needed**" ] }, { "cell_type": "code", "execution_count": 1, "id": "c93e429a", "metadata": {}, "outputs": [], "source": [ "# Install PyWake if needed\n", "try:\n", " import py_wake\n", "except ModuleNotFoundError:\n", " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake.git" ] }, { "cell_type": "markdown", "id": "b8817f6a", "metadata": {}, "source": [ "First we create a simple function to plot the different deflection models available in PyWake." ] }, { "cell_type": "code", "execution_count": 17, "id": "4a32c9cb", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# import and setup site and windTurbines\n", "import py_wake\n", "from py_wake import BastankhahGaussian\n", "from py_wake.examples.data.iea37._iea37 import IEA37Site, IEA37_WindTurbines\n", "from py_wake.examples.data.hornsrev1 import V80\n", "\n", "site = IEA37Site(16)\n", "x, y = [0, 400, 800], [0, 0, 0]\n", "windTurbines = V80()\n", "D = windTurbines.diameter()" ] }, { "cell_type": "code", "execution_count": 12, "id": "d27a4409", "metadata": {}, "outputs": [], "source": [ "def plot_deflection(deflectionModel):\n", " \n", " wfm = BastankhahGaussian(site, windTurbines, deflectionModel=deflectionModel)\n", "\n", " yaw = [-20,20,0]\n", " D = windTurbines.diameter()\n", "\n", " plt.figure(figsize=(14,4))\n", " fm = wfm(x, y, yaw=yaw, tilt=0, wd=270, ws=10).flow_map()\n", " fm.plot_wake_map(normalize_with=D)\n", " center_line = fm.min_WS_eff()\n", " plt.plot(center_line.x/D, center_line/D,'--k')\n", " plt.grid()" ] }, { "cell_type": "markdown", "id": "ecbbc773", "metadata": {}, "source": [ "### JimenezWakeDeflection" ] }, { "cell_type": "markdown", "id": "a8a56e73", "metadata": {}, "source": [ "The `JimenezWakeDeflection` model is implemented according to Jiménez, Á., Crespo, A. and Migoya, E. (2010), Application of a LES technique to characterize the wake deflection of a wind turbine in yaw. Wind Energ., 13: 559-572. doi:10.1002/we.380.\n", "\n", "It is the most common wake deflection model used in PyWake and has proved to result in a decent representation of the skewed inflow behind the turbine rotor. In the study, the authors carried out a Large Eddy Simulation (LES) to characterize the turbulence behind a wind turbine given the wake deflection created by different yaw angle and thrust coefficient settings." ] }, { "cell_type": "code", "execution_count": 13, "id": "aa9db0e3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'y [m]')" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deflection_models import JimenezWakeDeflection\n", "plt.figure()\n", "plot_deflection(JimenezWakeDeflection())\n", "plt.xlabel('x [m]')\n", "plt.ylabel('y [m]')" ] }, { "cell_type": "markdown", "id": "8148ef0a", "metadata": {}, "source": [ "### FugaDeflection" ] }, { "cell_type": "code", "execution_count": 14, "id": "fb2e5387", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'y [m]')" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deflection_models import FugaDeflection\n", "plt.figure()\n", "plot_deflection(FugaDeflection())\n", "plt.xlabel('x [m]')\n", "plt.ylabel('y [m]')" ] }, { "cell_type": "markdown", "id": "8aef7262", "metadata": {}, "source": [ "### GCLHillDeflection\n", "\n", "Deflection model based on Hill's ring vortex theory.\n", "\n", "Implemented according to: Larsen, G. C., Ott, S., Liew, J., van der Laan, M. P., Simon, E., R.Thorsen, G., & Jacobs, P. (2020). Yaw induced wake deflection - a full-scale validation study. Journal of Physics - Conference Series, 1618, [062047]. https://doi.org/10.1088/1742-6596/1618/6/062047.\n", " \n", "Note, this model uses the wake centerline deficit magnitude to calculate the deflection. Hence non-gaussian-shaped wake deficit models as well as deficit models with improper near wake fields, e.g. NOJDeficit, BastankhahGaussianDeficit, NiayifarGaussianDeficit, should be avoided.\n", "\n", "As default the model uses the `WakeDeficitModel` specified for the `WindFarmModel` to calculate the magnitude of the deficit, but a separate model can be specified." ] }, { "cell_type": "code", "execution_count": 15, "id": "16fea606", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'y [m]')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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BgiAIL0hEEARBEGOCsSIa6lEw1OFL8oUEQrKMtfcPQRBELUAigiAIgqgbOOd1KxzqRTCEeRm1HP5NEiEatXZ9CYIg/KDUjPCQiCAIgiBqBi/JUMvyodYFQ40fviskE/IUe31rWSoR4an1+9hYxbhuKi/fDEVjddBNFEIigiAIgqgqalkqOKnFznkNHnIBY00k1MM1q0dq8fMfRCUGrgRB1CckIgiCIIiyU+uyodYGGDV2uCb1OtNCrV6PaqXWPo8EQdQvjGn/oq4zFiERQRAEQZSEWpUNtTKoqZHDLGrKx2qjVs55JfD63NAv6ARBEIQbJCIIgiCI2NSibKhW0VClh2WjWgVBELVwbpOmWt/nBEEQBAGQiCAIgiACqCXZoKL6fnWtssMxqRWpUK3nr1hIFFQHrEY+B9WCcb4Y43TuahRRFCp9CHVNnNm7aqmflSQkIgiCIAgAtfFF6Bn+jfIfe7WdrmoVC3HOk3WmhWqApEF0rANW438auBJE5bF+Divx+aT7AGFAIoIgCGKMUc3CoVoGfNVwGNUmFqrhnEShWt5L5YY6+QRBEEQtQCKCIAiiDqlW2VDpwWEld18tYqFK3xoA7IUNjf+rLdUmKiQGCIIgxg4q55H7OpXuG1UKEhEEQRA1TLUJh0p/mXJe/oF2JQVDNV3+Sl/7YiBZUDxel9+aZlPDbxFCh65nHoFKLRBEUYiVPgCCIAgiHEYBJOu/SmDYfrd/pcLo9Pr9SxKV8dD/kiLMayzlawb8r23Qv3Jg5DEn/a9aifOeqNQ/ghhrVPozR5+/scvMmTMhCELBv29/+9uu7ffee2/X9gcddFCZj9wORUQQBEFUGdUQ5VDuX7fLtbtyRi9U6jJWW2RCnIF+NRY4rLLTShAEYRL3/mSsF1VoUDSIN4xp/6KuE4VXXnkFqqqaj9955x3st99+OOqoo1zbP/jgg8hms+bjtWvXYs6cOZ7tywWJCIIgiApRaeFQrgFrOXZjCAaVcQglHLiW85JVg1CoFgkQRBWcqpqkHO8xpu+DlTFyhigd1utJjF2Kufz01ime8ePH2x7/9Kc/xcYbb4y99trLtX1XV5ft8X333YempiYSEQRBEGOBSqZRlJpS76LUUQxlESUVuv7VJBKinIK4v9JVGhpoE2OJWnq/S/QTPlED9PX12R5nMhlkMhnfdbLZLO6++26ce+65EEK+z2+77TYcc8wxaG5ujn2sSUAigiAIIkHqVTiUavOlkgwllyNlrIlQaWporAGgtgZHBEGUh3LfF0h8jF3i1PAy2k+fPt22/NJLL8Vll13mu+7DDz+M9evX46STTgq1rwULFuCdd97BbbfdFukYSwGJCIIgiJiUWzqUuhhk0pRCMngdZ7G/oJe6k1oJoVBt4/Eo57gew/krnYpVKeyfzbF5DkpB2F8+icpQqvsWCY76ZsmSJWhrazMfB0VDAFp0w4EHHogpU6aE2sdtt92G2bNnY6eddop9nElBIoIgCCIE5exAl6oDk/RmkxYNiR9fic5jOaRCpcdrtTz4p8EuMRao1Ps8SCyRICktSd6bSWpUH21tbTYREcRnn32Gp556Cg8++GCo9oODg7jvvvtwxRVXxD3ERCERQRAE4aBcHbxSDPaS3GRSoiHRY/LYmLFc5RxCxB2WUiyMteKWTuJ+lsbyr+hqxOrp1Y7xelQGoIjXJtGE8zVBOT+vJD2KQ+W8qOgzEhnuxDmXcYu/zp8/HxMmTAg9DecDDzyA0dFRfP3rX4+1v6QhEUEQxJgmTi5fVJIeICa1uSREQ2LHkuA5KoVYqJeaE27Uw0C/3gbvRCH1eo1JsMSnFPcukhvhifu9VY3SvBZhjGH+/PmYN28eZNk+pD/xxBMxdepUXH311bblt912Gw4//HB0d3eX81A9IRFBEMSYwui4lGrwleQXbBKbKlY2JHIMCWwkSC4YzzPGIQZ07EtWeLNs06FWVyeuFAPEpH5FJ4hqpxKCheSHN0ncX0lmEOXgqaeewuLFi3HKKacUPLd48WKIjs7Q+++/jxdeeAFPPPFEuQ4xEBIRBEHULaUcsCU16Cx2M5UUDeUQDGGwFqgsdrrH0hYErdCMKjU8kC9HxBJRWqzytxLXkgaFhRRzT/CThCQ4NIp5n9P7tfaJ0w+J85bZf//9Pd9rzz77bMGyWbNmVd33KYkIgiDqhmqOcihqcFzEYL0Sg/Kk5EKxJJ8SU+IUnioTBpXssFRbZ4moXSr5Xhprg8ok72FjVWrEeb+OtfcZUT+QiCAIomYpRQez2MFruYVD3P1VQjIUHf3hs4GwBbdKJqvKKBFqbZAe571mLT5a8SlEiKIYy/ngpfqsjoWBZ7H31LEkMqK+z8bC+4eoDUhEEARRE5RsAInosywARQiAMsmGOJ3/OJKhkmkQ1vdEsbMslEokVFoajOVBIFFdVFoq1VOF/yTvK/U6KI1zTx8r8iLKd2e9vj9KicI5lIj9KWWMfleTiCAIoipJegDnHJCpCL/9WCIg4pdQ1H2UQzSUS4Dk91f8NU+quGGtzaRSCip5iEnV/CDiU2/jj1J95mpdcES915W64HMliSovxoK4CHOdSVYQcSERQRBEVZBkpyZuh7PUwqGUsqHUkiHOOS3mmkbtEDrbV2PaThTqsI9fFElPySqK1HEOIqn3YFSpVGtjmqTuC7UoNOLeZ+tl4Brle6qepQXJCiIuJCIIgqgYifwCXqR0CNs5LpVwKIVsKKVkiHvN4qY+hN2fX2X+UgmEapAFSQ/QqwXrdKxCCV5jvZ43L2pJvJTic1ULY6C496l6Fxj1MoAN8x04VmRFPUbTWFEDalV5rTMWIRFBEETZqJR4iCQGSiAcwh5z0qIh6rmKcn3iiIWiIiQC1g1b3LCU3/W1NLit9kNllv+FKjzWGhrXAyjfe7NahUcSn/tqHQ/H+U6sJXkxlqRF0PdqPYsKYmxCIoIgiJJRCfEQORogxC+uSQ78wwwIkhYNpRIMsYpCFlVDIvi5sBEu5RqYVfuAn4hHtV3Xahn/u32u4ka3VJvUiHvrqsaxcZT7cL1Ji1qWFSQqiHqDRARBEIlSyl+9C/cVYduODrBb5EOoFI0yyoYw+wp7vsMKhqjXr9QRKk68zm2cwU6lBpOslGEZdYJ1OtY4s9qUE7EKBjaleC9X2gMUKwurRWREeftWwVupgIJCzx7RZ7UiLIK+4+pVVJCkKB9aaka0sFFKzSAIgohBNYqHMOkVQb+gJyEcgjaRhGhIWjBEqxcRuqmNYgYYXqsWE8pfLWKgWo6jGrDW/PA7L9UhAcp33cr5epOQG5V0AXHuM5WWF7UsLcJ8d9SCrKhXUVGqKaoJohhIRBAEEZnYBQtLMMgNkg5hZIDfL66llg3FioakBUOUSxuno1/s4MZr0FfsL+gkAWqTarhu5ZUDxb/ecsuMOJKwUj4gyj2tFqRFtY2Zg76HallU1LqgcE59TREURDmoKRHx/PPP47rrrsNrr72G5cuX46GHHsLhhx9e6cMiiDFBqeVDEjNXRJECzuPy64AWIxtKLRrCRVUENgEQrRMeRygUO4jyWz/sL+ie26Zfi6oK43owBqDI/r1Y4g51KWRIKWVBMcdbLokR9f5SCScQ5n5Z7bKi2sbOft9n1S4p6lVQWCE5EQ6aNSM8NSUiBgcHMWfOHJxyyik44ogjKn04BFH3lLIYYeDgvgjpEHQMjHFbTQHj77jb9DtPfqKhWMmQVFHGKJ3+WIP8BL5gg0RBEgPXep9SrBYoRae9lJKpVJKjWmVB1OOqNnFRbi8QdP+tZlFRbeNnr+/DWhQUJCcIQqOmRMSBBx6IAw88sNKHQRB1TamKFZZKPPjt36sTaK0L4awR4bW9OLLBd50iJENSciHKoKISUQZR3ovWiIhyz+Yx1klyIGC9jsb/SQqipAcAxb7HSyEyqkkWMEuEkl/aVLUIi2oSFdUsKaoJt3s3yYnyQXKCKIaaEhFRGR0dxejoqPm4r68PAKDkclByubIcg6LkbP8TtUs9X8vI8gHFpwP4iYekpYMbOf0ekMvlbB13z31HlA3+ERSeTwVKBr9xT9gBSNjrHWeQVYkpWwGAqQoAIKfkIEZcfyymZSQ5AC7F6XO7ntUyuEhywMDU6OskLS/CXr+4r9u4lsb/boQ5DeWQFUHHUc7xld+xVFJSqPp1VBTF9l1WJR9PAO7nrlruH1Eoh5xQFcX2fyLbtPztJiVUn3tBPaAyDiViflmYIuv1SF2LiKuvvhqXX355wfLnn3kCTU1NZT2W5595sqz7I0oHXcv64q2Xn630IRAJsvzdf1X6EIgEoetZP3z65guVPgQiQT5c+HylD4FIkHdffbZs+xoaGirbvojqpq5FxIUXXohzzz3XfNzX14fp06djz332R1tbW1mOQVFyeP6ZJ7HnPvtBllNl2SdRGurhWiYd+eBbUyFihILXr+BuEQJuTb2iAdwWq0yz/++++iy23GFvSLIcKbLB6zV4RTPEjWLwu15hfsUvxZSdSUQPlKIWA1MVrHr/35gwaxeIkvtXWy2kX9TSr3al/LWOqQpWvvcvTNx8V9frWeoClE7KeV3KGaJdjvPIVAWfvfUiZmyzO6QKfHdWcorXaohQTzp6QlUVfLjweWy6/Z6QPO61XlTz7a2W7r1AcvcJZ1+oHPT395VlP0T1U9ciIpPJIJPJFCyXUynIqfJ+Gcpy+fdJlIZau5bF1Hxwu0F4py7Yn5DFgPaOJ2S4D+TdvmvdBpRu4fiqS+FCzjlEKX9eREkCd+mNG5uzPmMcn/OYjMMWJOdyvT3cl7tuyzrQdzl28ym3cEfnOfDopxTIBJ/+jPP947ZfLzwH/iXo75k1BUQJzHkhjN1WoJ8ZdZ+VVCWV6oj7dahFSfYUS1EpZtAd5bqU4zyWS1YkKSpESYYgun82KyELKiUoKlz6ITExIUly0QPXah7715KYSOJ+IMnFX88o+6pnrLVxoqwzFqnvdwJBjFGSLjjpHlUQIQIhZLRD2HWdr8+tfoPbOXCbvlNh3JbD6CZDvFL33L44vL5MvCIJiilomWRURJj9ee8j1mpF4cy/5Kp+PVUOoYzDeTmgU18NfYuwfdQkI0aidOLd3qNBxSrjdLyjRPMUMwAPcx6LHeT4fa4TrWHhcc4Sr1NRgSKWbvssh5xwfp9UukBmJetNVGuNCcD+Oa52KWH7kaLKj5UgrNSUiBgYGMBHH31kPv7kk0/wxhtvoKurCxtssEEFj4wgKk+l5ENYeRAmxcK5nqtMcHSMC6REiFQKxjhUfeDKGIfAuKtsCCsaokoG/6Kbnk8VPd2nfVuhm9qIWoApLlEHxca5UX0q8yeBs0NarvPhR7lkSJT+bdTrF7WjH/Z+F7vAYoC0KHYg7nd+akFSVFJQlFNOjDUxQVLCHePzWu1CAsh//klIEElgLXEQlv/5n/9BV1dXqLY1JSJeffVV7LPPPuZj4+TMmzcPd9xxR4WOiiAqS5K/eMeVD2HEQxhhERTpECQd3ISD7bHlobFphXNwyxNhRUNQxEXQ+l7bCNpWfl3fp03iDJRLVUtB5aWbnoLr21Y5g5DwfiRLPkql6kz4dYCTkCFBMgOIJzTiRmMYn0PVERFRCmFRiuiKUkRUJDEIKvW0geWYgaacsqDSYoKkRHVJCRISRBiUGLNmVMOPGm7ceOON2HXXXZFOp0O1f+GFF/Cd73ynPkXE3nvvXZIiZwRRayQlH8LWe3BrWzBwCBAPUaRDksJBe1w4yGF6j5lzDkX1Dg33Ow5t3wWLEp/SM8wXVNQBclJSoFoKQJYiIsLobJZSoBTu030EW8x5DtNpjtoJCiMugHDyIslIizgDhFJEEJQiYqBUgqJccoLpNXtKHTVRLjExVqREJYUEoN1Dqm0sTUKCGEs89NBDmDBhQqi2ra2tkbZdUyKCIMYy1SYfooiHKJEOftIhinAokA+OfRqpGarKIUr5QazfOs5j9Tpmt2O34jfoCxpoRRkUFysJqtXQu2FcF4VrqTbFYAyySylZvDqwcaWHl8DQtpl8mkSY90YxssJYFvUSJJ3y4HXfTVJQJJ3mUYrIiVJFTZRi1o5yyQJjP+Uqeml85MaikDAuabWNpUlIEPXO/Pnz0d7eHrr9rbfeiokTJ4ZuTyKCIKqYapYPYcVDEtIhrnDwi6ww1supHKJe3DCsZHA7n14DM6/rEjTgDDN4jCsK6rE6s3HtWBEREcaAImkB4zYgjys5khAYftJC21bwsSUhK5KIqkgimiIpQVEtcqLUYqIWpUQ9RklUQkhQdIQ7Kuc1ISMAKmxZDso1a8bSpUvxwx/+EH//+98xNDSETTbZBPPnz8cOO+zguc7o6CiuuOIK3H333VixYgUmT56MSy65BKeccopr+3nz5kU6puOOOy5SexIRBFFllFs+REm5sD4VRjwUKx3iCIegqAZzwGrMssAYRIFZnre3jyIYvAaDftcpaLAW5cuplBEMpZYXRXfgGYcA4/0d/litg+EkXqPb64hzXbwG6UlIgiBpESQqgo4jbIfc67yEFRSA+30u6lvJ7bUkISeK6eQnOUBPuvp/qaVErQoJYz/ljJCo9IwblaCaZQRQG9ERBl6zEhHVT09PD3bffXfss88++Pvf/47x48fjww8/RGdnp+96Rx99NFauXInbbrsNm2yyCZYvX26mKgexZMkSCIKAadOmAQAWLFiAe++9F1tuuSXOOOOMWK+DRARBVAG1Jh+iiodipEMY4eAlG5ztrMdiHIdzusewgsGtndfAKmiAG3agWuxAWanmDofLsclROnQckKC/p0K8zqSiH5yD5qjXyGvQUkzqQ7F1FPxERTGSIoqgMArIqoyDCbwoORFnXJDE4D2pAXstSAkSEvZ9kIwoLdUqI4Daio6wYkgJipKoLH19fbbHmUwGmUymoN0111yD6dOnY/78+eayDTfc0Hfbjz32GJ577jksWrTILCY5c+bM0Md23HHH4YwzzsAJJ5yAFStWYL/99sNWW22Fe+65BytWrMAll1wSelsGJCIIokJUk3zwqvcQFPXgNuCPIh2KEQ5hoy2cAzrzOPUXkWWq7Ys3rGDwGnDGlRFAdFFQLYUiS0WkX5g4hwT9HPqcF0NuxJU6zgFGWJHhNZAOOg6/AY3fvv0G7sVEM3hJiriCIm70RDnFRBKpDklLiSQG6Un+gluLQqJeZARRfdSqjAAodSMJFM4j9+eM9tOnT7ctv/TSS3HZZZcVtP/zn/+MAw44AEcddRSee+45TJ06FWeeeSZOP/10z338+c9/xg477IBrr70Wv//979Hc3IxDDz0UV155JRobGwOP8Z133sFOO+0EAPjjH/+IrbfeGi+++CKeeOIJfPOb3yQRQRDVTinlQ1L1Htzkg1vUg594iCMdogoHL9ngPG/WgZNtfaYCAEYZg4B8G+fAMKpY8PryiSIN3K5lFJRyzKHnglyKEQMAhNms9X3kM+CN2jlwRmWEERhx0jPiiIo4kiJoAB9XFjgFRRgx4ba/OGIiipQAip8asNgBfBKD9qSFRFKDplL8ospYbcoIYmxTi6kaTko9ow5RyJIlS9DW1mY+douGAIBFixbh5ptvxrnnnosf/ehHeOWVV3D22WcjnU571nVYtGgRXnjhBTQ0NOChhx7CmjVrcOaZZ2Lt2rW2yAovcrmceTxPPfUUDj30UADA5ptvjuXLl0d9qQBIRBBEyal1+eAmCpzpDcZm3dIrmE/0RJjnjT+9ZINzAGR9zjkYsx4f13ecUxmgb6NAQkSUCkECIaogcJlVtKpRVedgNKkthxiFWEL5jRoRkmWAGlYEOTuNQeLCLX0kTpRDHHHgtp+ggVWcyII4sqBYMRHlvpmElBjrQqLaZQThTiVqR1a6YGWtUQ9Cwkoppjsm8rS1tdlEhBeMMeywww74yU9+AgDYbrvt8M477+CWW27xFBGMMQiCgHvuucecCeOGG27AkUceiV//+teBURFbbbUVbrnlFhx00EF48sknceWVVwIAli1bhu7u7igv04REBEGUgErKhyTqPXhFPXiJB6d0cNtGUBREFOHgJRuYx3LncwCgqAwZAFnGAbDCSAqPgaGfTAgjDnLOaURikMAmCpBK8ItjTv8/VcTGJSGkwNHbKIxBFiUA4SJLJEenOmp9BT9R4VXjIopAcBMUScqJYsVE2M618fkNKySs+4rSUTFeT60JiWrowNdyOHkcShkNUY5Ii3L7AENAlOL7ZyxQitlsqo0wfd9quNeVGpXzyKmzUdtPnjwZW265pW3ZFltsgf/7v//zXWfq1Km26Ti32GILcM7x+eefY9NNN/Xd5zXXXIOvfOUruO666zBv3jzMmTMHgJbyYaRsRIVEBEEkRC3KhzApF27ywSvawS/SwS2Vwxg0qGYbf9ngJRr8Ihk8BQPTRYTKoDgMgpdQCJIIYTpouSoo9OVGLuDYU0X0elXGIosOQ16EjQqRLH8HiQtrComfrHBKCu143Nu7dSrdJEUp5ETQoDvK9IJRowuiSgnrZzxqlESUjnsxQiJuP7mYgXyxMqJU6QvVQCleF0mIiPujKIjESWq2nlqDZupIht133x3vv/++bdkHH3yAGTNm+K7zwAMPYGBgAC0tLeY6oiiaM2G4MTQ0hKamJuy9995Ys2YN+vr6bLNznHHGGWhqaor1OkhEEEQRlFM+hE25sLYNk3JhbWeVD35RD17RDl7SwSkctL+ZbZmbWPCMdvAQDc5z5hyQWge1gv7cYFYBF/PDWC+ZECQQotZ1yFUg7yJVRK6E9fW5DdB99ysKkX5Fk8RwkSPWSIv8+7Xws+J82V6iwlnjwu2aer32sL92OeWE38wgYQVCFHkQR0qEHcxHHYirnEWKkIgz0FdYtBk3gOquyO9FEoP1pAZBSf7iWUsSggREeanFz2kQSUzPTIwNvve972G33XbDT37yExx99NFYsGABfvOb3+A3v/mN2ebCCy/E0qVLcddddwHQZr248sorcfLJJ+Pyyy/HmjVrcP755+OUU07xTcsYN24cvvSlL+HQQw/FYYcdhokTJ9qejzLzhhMSEQQRg7AColzywSs6IqjeQ5iUC6tksIqHsNLBKRysbZzCIUg2WM+Pn2RwDmKdY9oc4xC4im4AI6o2VaCXSAgjDGpl9gpVSeYXmJzKi5IaXqRChP5aIyus11mw1PyQRcm2jtsldDt853vKrfim832SpJhIUkqEGXyHLdYXZZtRoxfKISNqgUqHK48FCVHLURDl9AHVLB+c1KOMCKKY/kY93jvHKjvuuCMeeughXHjhhbjiiiuw4YYb4sYbb8Txxx9vtlm+fDkWL15sPm5pacGTTz6Js846CzvssAO6u7tx9NFH46qrrvLd13vvvYdHHnkEf/zjH3H22Wdjzpw5OPTQQ3HooYdi9uzZRb0OEhEEkTBeXxJe3x1Jyodi6z0ERT1YZQTnwdIhinAIkg1eosE6aHVGLTjPrVUqiPqxDmVVMJfv5rARC9WaLxs2FSKH/OuMJBfU4CbG9sKmP3hFnVjTQrzOt/XLzC2awlmnwnl5yyUm/DqCxmfBT0gA+c9PEkIizLas2yxFdERUGVGtxO3kFzN4r5ZIiLEoIOotAqKWBIQVa1+Ixtn+uPVPVWsfLOEfVcaq+GA+P275rROVgw8+GAcffLDn83fccUfBss033xxPPvlkpP1ssMEGOOuss3DWWWeht7cXf/vb3/DII4/guuuuQ1dXlykl9tprL0iSFLxBCyQiCCIBqkE+hK33EDblwhkJYY14sIqHsNLBSzi4yYYwosF6Dp3SwHk93KQC1zc8kuNggqN9hC+EYqfaDEvUdAhrzYew9R1UxkMJjJQkhCrq6CdzgiRFkKBwvibjfaIybc4M5+twyolixYTXVKXG6ymXkAiTXpF0dETUVIcgSikh4hxrnL5zLUoIEhDVtd389ku6efu+alQ+eBFlHD1Gx8hlxXOGsRqJIiUKaW9vx7HHHotjjz0WuVwOzzzzDB599FGcfPLJ6O/vx0033WSLygiCRARBxCRJ+RCm2GQlUi6cUQ9O8cDc/g4QDn6ywRhwekkGP8Hgln7hhjlQ1CMiRhUGNWDQ7EUSEiKsYPA6vjBRDEGDYzv+bbT6DSEEg8sHwTrwcduG9bUERRpYr6+baLG+H9zkivH+85rRwzg8r9NrvJ+TEBKMMYwMDWJ4sB/DAwPonjQFjc0tUDjHso/fx5v/el57bmgAc3bZC9vutre5nSRlRBjCbqdUv4RF2W7U10wCIjxJCQiSD8b2S7p5+77qTD7EZSyNhUm6EKUglUph//33x/7774+bbroJr7/+OhRFibQNEhEEERHrwD2/rLBd3Jkukqz3EDXqwdiOW9SDm3hwkw5ewsEpG6znyBiUWl+vl2SIkn7h1QYAJDBABAayapgsg5LhNj2jlaDBVDFFJJ1IohCYHuGVGmGM553n3yYXAuomWNd1Cha/16nV/PA+j8YxxxUSfq5Hmy5UhJLLYrCvF4P9vRjq79P/Xo+h/j4M9/fhiwd9FeMmTwUA/OvxP+PRO3+ttenrxfBgvy2t6ke/vhdzdt0LAPDeWwtxx/WXmc89++ifMP+Zt70PqAqIMtANGw0RdfBcaglRawKC5EP1bDe//ZJuPr8fEg9jHj/pYjxXgsyMWMdTDyiMhZt23LFOLTAyMoK33noLq1atArMcsyAIOOSQQyJvj0QEQcSkWPmQdL2HYqIegLx8cIt6cEY8qJx7Sgev6AY/2eAnKazt3J4zjtOJ4lO8QWUcMhjQCGRzDNH8bfL4CQTFYknkqHNgRiAlCb6zRASlR3hFIIQVE3GkhNt5y3Gt+KhflITbacwqKtSRIaQbGiHJ2lfjskUfYNF/3sDQQB9GDMHQ34uhvl4MDfThxAt+gmkbz4LCGB6/73bc94sfF25YZ+OttzVFxMjQAD59752CNpIso7G5BaqSM5dN33Bj7HHgVyBJMp79ywPoX78u8lSPYQblYQZdYbYTdsAbJR2jmqIgyi0g6kU+ANprSUpClEISkHgg/IiTw1/N0PuEiMpjjz2GE088EWvWrCl4ThAEqGr0n/VIRBBEDGzioIT1HpxTbPqlXFijHox1gwpNho16MMSDtpxB5YXSwUs4eMkGz/QLlt+/FadYcBs0+0UXODsRDNr2skr5RITXF3/Y6RdVpgZEPXj38mUxQDR4CAO/FAmv9Ai/tAhjPwVywad2gtcsHU4hwTnH8EA/Bvp6Mdi7HrmhPgz192GLnfZEU2sbAOCtfz6BV598BEP9vRju78dQvyYVhgf6wFQVF83/Mzbccg4A4O2XnsEDN/2kYL8G61evxLSNZwEAmlvbIQgCGlva0NzWjib9/+bWdjS3taGta5y53ja77o0f3HQXmlvb0drWgebWNjS1tCKVabAN/GRBwBbb7YwtttsZw4MDePYvD4BzjuzIMDKN4ebsTkJCJJmOEbUeRNjBdBQBUa4UjLEuH8zXkcD4jcSDz35oQAmg/kRBqTH7kZb/hTKdQ07XqiY566yzcNRRR+GSSy4pmMIzLiQiCCIiKnjeAOhElQ9xUi6efvxv+OnlF4IxhlPP/B6OPO6k2IUmo0Y9WMWDVSTkVO4rHJxywljP2K+BYqsXYVnulAcRIh+CiiHlRYRqmzkiCTwHAyGiG7KMF9GxLDwXxn6c51IW/UWDV0SCV4pEkJSIIySyI8MY6u3BYO86DPb1YKi3ByP9PRjs7cEXjzgRLR3dAIDn/ng7/nHvrRjsXedq5M//7cOYsYUmF1Yt+RQL//G3gjYGQ3295t8TZ2yMrXfdG02tbWhpa0dTazuaWtvQrP8/fdMtAGh1IvY4+CjseejXIDpGkW7iqHvSFHRPmuI7aHQWqkw35Of4HhnOiwi/wVTQ4DxqFMTlZ83DW6+8hG132QMX33i7uTxJAWFsiycUoWGlHNEPtSgfqjHlotbEQz1LB6/TVs6Bq8HypZ/jB2edhrVrVkOSJZz5vQtw4CFHJLqPsTZGZpb/hTK99no/xyovLIAdZp1qZ+XKlTj33HMTkxAAiQiCiE055IORcqEoCq6+9ALMf+BvaG5txdEH7oG99z8Y7R1diUc9WNMtrPLBKh5yKvePhnDIBsWsE+EuGZiXlHCRCarH3Tpq4Ugu5CMicjG/ADwLEVrEhuRRYEBVVF9h4SUq3KI3/KSCU9S4iQlZLBQNNskQICXcaja4zWoxMtCHwXUrMNTbg6G+HgyuX4ehvh6M6nLh/53xQ7SN077gnpj/czxz969cXq3Glrvta4oIRVXRt261+Vy6sQlNrVo0QmNrGyQ5ZT43a4fdcfT3LjWlgvZ/Oxpb2tDe0YlUJmO23XaPudh2j7naa/S4VEaxSiOdw4pf9EoUCQEAkiRh/ORpEPR6FEBpJYTb+oefcAYOOOI4PPnI/YmnYJQi8gEovXwg8ZAMJB5c9lFF0qFakGQJP7riGmyx9RysXrUCRxzwRey17wFoamou+eCWBfy4UatY03n9ai2VYp9EbXHkkUfi2WefxcYbb5zYNklEEEQMOI9WbDJsvQevlIs3Fi7ARpttjq7xkwAAu+21H/75zNM44NAjfaMejO07ox6sRSa9oh4M8WC0M+SDTUpYhINTNpjTdwZIBqdYKKz/4B7xUGwYZl5EqMiF/FJ0dgwVx6G5zaDgV89ABXcVFZLgLRCcr1sUhVDRDsb+je1aRYexfpCQAArTJHpXfo61SxZhuHcNhnrWYqivB8P6v5G+Hhzxo1+gfcIUAMBLf/otXrr/1oLXa7DbEfNMEdHYoqVSSHIKze1daGrvRHN7J1o6OtHc3oXGllZzvR32OxSbb78zNhfWYN0GOyPV0AzAfTaNmZtvhZmbb1Ww3KtYpV+hSq8ZM5IUEAaiIOA3j70CIHimDL/BejFpGHN22h1vv/JSwLwqlZUP1Rr1UOviYaxKh7EY6VAu4nyFj5swGeMmTAbjQPf4Sejs6kbPuh40NDb77CeZQW+9Dp65pZ+a9GssdfoTUV5++ctf4qijjsI///lPzJ49G6lUyvb82WefHXmbJCIIIiKcawPIuPUe4sxysWzZMoyfOBk5lYNzjnETJmPFiqXIqcx1es0wUQ/OApNeUQ9O8WBIBy/hYAoJh2iwR0PkB9nOgbWSUMRDEKaIyDFkPTZdMKC0HJvsMkLNMi0twL1TWdiTl0ShQMRIkuA6u0SQmLDu00ssWF+Pn5AYWbcS65d/isGeNRhavwYj69dgcP0aDPWswVDvWhxy0a/RPUkrvPjmY/djwZ9+6/J6NQZ6VpsioqVjHJp0qdDU1mn+39LRheb2TlNCAMBOBx+DHb98NDJNLeZAyq1OhCQKaB83ER3d4zCu5z8YyDR4Dly9an1GlRDlFhBhluWPzf25YutABA2Gk5YPxrkMMxNMlL5utYuHepQORpqNIAiJDExqWTrUk3AoRyi/38D4P2+9DlVVMXHK1MABdLED7BqZ0CAWxmtjDEGzd0ffNrjr/aRepY5BjjHIPgXTvdapdv7whz/giSeeQENDA5599lnb940gCCQiCKJcMMYTSbkA/Ge5sH5BGAJBS7lg4BAwpM/XW2zUg1e6hZt8UJgmYRSVecoGQzTYoyGsUSGWv11u1m7L3AgTFeHZ8RO1dbM5FVn9eCXHgNRabqDgOZ9IB7cbq+Ko3yCLomsqhVVMGNESbrNLOEWCl5AwBpjD69eib+ViDK9fg9G+tRhavwbD67X/R3rXYP/zbkTreE0YvP3YH/Dag95yYXDtSlNEdE6ZiQkbbYmWrnFoau9GU3snGtu0f60dXeiaMsNcb9cj5mHXI+bZtuUqFwQBkuMXLi8J4SQlCAUVPyolIJKUD2GIIyH8BEQS8iFu1APzKb5dSvFQ7lSLYsRDNUqHJCHhEI1q+vE56YGmc3u9Petw4Tmn47JrbwqWEDHGdzzG8QfVpfIjiSKzcbFGRMR53UG4TaRQA2NuwoWLLroIl19+OS644IKCelhxIRFBEBExBuMGYeRD0CwXzkKTzuk127onYNWK5RhRGFTOsHzFMmy69bYY1ud29It6yJkpE/GiHpziQVXz29eO34iEsMsIq0xwigWnQPCq++DWNgqiS8SBgSDmIznywif/jensSKoqK5ARekvbI60ugyNVQhJsr0NLp8ifE2OA65QbxrFLjikvjU4LU3LoXbMao72rMbRuFYbWrsBQz0oMr1uF4d412OPbP0XzuMmQRQHvPn4v3nrYXy4YIqJt4nR0Td8Yje3j0NQ5Di2d49DUMQ7NnePQ1DEeE2ZsYq43e7+vYvZ+Xy0YjDvTItxOnVMuuHXGogiIwnaF+9S2GV5AJBn9EFc+GIP0X15+Pj76z5s46fuXYusdd3NtE3a7xQgIAYKvhAjTqS5VukU5xMNYlw4kHCz7KLNwqLRskATBrFMUtqZAMVLCbcCaHR3F2acei5O/dS622X4X1zZRB9RRJEIpBtEs4YLZVoI+98zW3yxPpIJXyi1R3WSzWXzta4VFuYuBRARBRIRzPWIhZspF1Ok1Vc6wydbb4uMP3sXipUvQ2NKKBc8/jcNPPRtDuoiIGvUQVjyY27bIB+057bEhGIz/rYNtqwAoFA+FX0JJTr0lmgP5wucMmWB88edyDDkmuIgHt/oN9uOWJNHltXiLCSOdwxm9YHwpW4WEmssi17cawz2rMNyzCqPrV2G4ZyU2P/gUNLSPgyQIeOfhW/Hfv9wOLwbXrUTzuMkAgJZxk9E6cToaOzSp0NTRjcb2cWjs6EZL13h0TN1QPwYBW+13JLba70jz+K0UyAM3KRAgIbyiIALb+O3LZ8pQbXuViX4oVj5YWfrpR/j4v29h/drVLmuE235cAWGIB8kjdjdJ+SAI+QGX32brUTrUu3AoTX2IxDdp3/4YlA1+rFmzEkBwTYG4Y02/wTDnHBd//xvYcbc9cfARx9j6TWGIckxhB+XFREK4kXR0hFs/yAozfkRSObiHEEmqwK25zzr3ECqzT2Medp1qZ968ebj//vvxox/9KLFtkoggiIionEMf/wemXESZXtO/1oOAed+/FBecfAQYZzj4xG9CamnHUE5xFQ8AEot6cIoHVdWWqSp3iAf3ug+llg5WvASENZLBiHqQ5PzxqUyAqhamXwTty/rajHWNZeZjS20GQ0gI6ihG1q/GyPpVyK5fhfGzd0e6uR0KY1jy7J/w/l9vQ7Z/net+p+24HxraxwEAmromQpRTaOqcgKauSWjqmoCmrona/50T0DZ5hjn4m7XvkZi175EFA2lrjQjnQDGqhKiIgChoC1tXyk1ARJEPSUY+FDvLhVGQbWR4KHDdKBIijIAAgO+f/BV8/N5/MDI8hKP22hpX/GI+tt5uJ891o4iHMETpoJdLOlQyyqGahYOVMFOxBm+z6E34b38MyYZiB7r77bIN/vCHP7jWFCh1JMIbr/wLjz/6IDbZfGv84/G/AgCuuP5WbGIpQJy0QAjTzFkw2o+g+6KSsNgw8LrsoSIiYhyT3/usXJEXRLKoqoprr70Wjz/+OLbZZpuCYpU33HBD5G2SiCCIGBjywC3l4om/PgxFVbH/QUdEinowtutW60HlHLP3mItrd9/XjHoYyColSbfwEw/a6+CWZS61IBT7F0wY6eBVEyKMGLB3IPP7kuX8csbUwhkvjOtgSc2w/qwuSWJBOoU1VcIZ1WAVEEzJgqsi5HQaALDqP//CygV/w/C65RhZuwzZ/h7bsezy/VvQtel2xo5MCSGmMmjsnIDGzglo6p6Exs4JyLR1m+tttOfh2HjvryKVyt/Kra/TTyw4pwf1a5u0gAiTghFWPhj7sj4TVj5UMurBeb4//M8beOfVf+Er877luU5DUxMAYNQhIqy1QKLi9ZrcUi+un/+Q7zpAOPkQZhxk7EMK8St61AH9WBQOtZBOUU+yodqjGpJAYQyiELaeU7htBg1Q5+ywC17+qKdAIriF+iclEMIIC6MPF4QkiL6pqMUQ95pzNZ9eW1hhKU/U7xg/oZJ08XGiPLz99tvYbjutr/rOO+/Ynov7PUcigiAiog3AvVMuvnfG1wEAey86HIA96gGwy4coM1wklW7hJx4AuEY9WMUDYxyKko+GcEoE7vIFowbFBnrAmeT5nOAS/WAVF9ksL5AUVjlhZFAYERFW8WCNdpAsxSDz0oEjN9SL0VWfYHTdcoz0LEe2ZyVGe5ZjZN1yZPvWYM63f4n2jeZAkkSMrF2GlQufsh2/lG5AQ+dENHROgKCHZ8iiiMnb74OujbdBc/dEpJvbIQhCQYqI0eEQ5ZRNKHhJiLhREKUWEMXKB/u2RPN/4x0YVj5UQjw41zn3mP8HADhi3rc812ts1ESEMyIiabzqP8QVEFHEg4FXt76apUMxwqEaoxtINnhTyxENSeGMiAjzK3dSUQjlEghB24gSCaFhpGEmdw2N90Ncv8H1KNEsUyGL3n2uqALF731aqqiPakFhHLmI743o76Xy88wzzyS+TRIRBBERzoGsGQlgT7lYt1b7JTuTabDMcJGPgnDKBzfxAKCs8iGOeOCMQ1XVRKWDE0mSoDDFtkywfnmr+XYGClPtbWAfpFujNZj+lPa67OKBMQ41O4zc+uUYXfs5cj3LMLpuGSbudiSaJ28EAFj31jP47M83eh7/yLoVZpRDxybbYdPDz0Jj9xQ0dE9G64QpkBtbtensHB2ShrZuNHeMs5wHi1CwfLGHERCAdxREXAFRCfkQquaDMXWqAFvnOErUQzlSLbzWOerUs/DAbTfhiT/9Hgd9bZ5rmyZLRIQhL43tOaMiGOexBpJRJUQxAiLMgEoQhNAD/KiD+XJN5WlQbZEN5SoSadx1k3AtJBrKi9/73S0iIokohKDBf7HyIMwxBBXYLHbQmLV0k4qVEsV+jiVb2nD0/pvX+9XPW2TrvUgEERoSEQQREVUfsLulXPz0knMBAFfedKc5w0W1RT2EEQ8ATPngFA+GaGAqA/P4MmE+VXfEgHQLoxqvdRvmOi7yQYX9i1OC9TnrcYj69vWBm8qRy+XAFBFMzEAUBQx88jpWv3AvsuuWIte/puDYWjfc1hQRDd3T0DBuGjKdk5HpnITG7snIdE1G07gpaOiaglRLh7le25SN0DZFW0+2DMSNY7EOlq0D5CAJUWwEhF8NCL/oh6TlQ9Soh/x+LA/0v2VRdB3xlVI8BEU7eGFd78SzfoAHbrsJ/3v5+Tjoa/Ncj82tRoRVOATJiLgpHG7HEldABM7IoT8fNOCPMqivNeFQ7bKhlC6g3kVDrUiGMDhD+UstEIqRB0WLh8DX5v180DXPOk6LX8SdF3E+58Y9XNX7cVnGIHjGonnvS4kw44e5zzqPiKgnjjjiCNxxxx1oa2sL1f7444/Hz3/+c0yYMCFUexIRBBERlWmFIJ2FJlXO8fRftRzqOV/cB0OK4hn1YIgHIFg+jCispOIBgC3qwS3iQVVVUzwYgsAqJSKRs4sEAyOSwdi+VVgwxjynC7KKB0EUzGOSJEk/fgalbxWG1i+F2rscuZ5lyK1fCqVnKb7WtwrTDz0fzVt+SXtNag6Dn72Z33ZjKzLd05DpmorGcdPQOGkj87muzXdE1+b3aMeqH7s1NcT42x6RINjaA3kJkbSAiBP9UEn5EFk86OQlTr5jEyXVohLSwe24GjMN+QWMAfpnxBqh0NbegfbObqTSabNjLAuCLTrC6HAb+0tKRoQhroAIMyAKO7gvx0waQPXIhuRrPyS6Ofu2xcIIsFIw1iVD0jMceJFlKgRB8B1UVkoeFCMOguoXJDX1pFe0Xtbx2K9gspMo78Es07//GIcErV8LH1mUv9fEL8yZVY1i6vUdEaEyHvg+clunGnnkkUewenW4mbo453j00Udx5ZVXkoggiFLBOUdOZQW1HlatXAEAaO/qxlBOLWvUQ1ZRXcUDgMB0i6jiwdomKoaAsKZcmKkUjmgHtSDNQkMURZusMI5DFIDc+hVQepYg1TUd6JwGSZIwtOgVrHr0Ss9jyvYsR7P+d+PkzTD98B8g0z0NjeOmQW5q14/JLgAkl6gGUzxIhdENxQiIqDUgwkQ/xJEP1ScenPsSbPutlHSIOz0mAJz63Ytw240/xkN33oqvnfqdgudP+Mb3cNwZ38W6kVGMunSGjS90p5DwS+NQObcdl8qZZ3pGXLxed1gB4TfoD9vxLufUncDYEw1+goEnuNNKjPXHmmAIy7CqQuCOX8d9BlOVEAdB0sAvfSBosBx1LF34nVe4Addppp2zgIV4G3hJjoJNiwLAGJoA/Tsl/veXbf9626zHCc7WuYioJzjn2GyzzUq2fRIRBBERhXEMKUpBrYcb9bSMs6+5FQM5perSLdzEA5AXDGHEg/E3U1UzJ98Vl4JHoqPmg1VAeKVaGNEOgijYUjVYdgjKineh9CyB2vs5lHVLoPQuA9QcAKB9l+OR2uFoAECqcyoEKQW5YwrSXVOR6piCTPc0NHdPwcVzx+MXH02Con9pZtq6kJmzv61T7SUhwkRBRBUQQTUgSiEf/ASBn3wovpBl8MwWYQtLSoJgjlCMv5OSDsVEOXg/595JPPa0s3HbjT/GLdddiuNOO8tzfQAYVVTIoggVvOCcWL/YFZY/Vq/ICaOTny96ZpcRTlkRhTgSQhTh+6Nb2NoSYYkrHJKQBMmmYSS2Kft26zSKgQRDOLyyKYcVBoju/YBSiIO40iBozOtXVNDvWHMhize6TUltxXr/HlHs59Nrmur8ul7P5F+0q9wwUAGBqZqIUFTfQi5h5IZkEdx+1HuxynoiToHKqVOnhm5LIoIgIsIYx7CiFqRcvPZPbVaEGdvsGHpqzZEcK5t4APIywSoeAC0dIrR40Af7niJClPJtAEBK6edNtQkKEYXyIZ9OAUAAcv2rwXuXQO1ZDLl7JtLTttO2NbgGvU9dV7BrQU5D7pwOMdNqyo1U1zTMOOtByLJ2uzM61c1poLNzBJIkQmFuwqG0AiJs9EMU+RCn4GSlxEOYaIewdR1ki4iw/p2UdEhaOHitJ1nm5OZKDil9+lcbDPo9RyscKwmabLBKCas4ML7kFUtnXNYPy09IGPncxmtwyohSpHgUG/mQZIqHbZ1i6kUkFhmRyGYKt1tGyWD5aJaUahAMtSoXojCUUwDRfUBZCmlQCmEQNGD2XTfEj/qSCIwo7s/5CQrjPTwSdT2Xz7MhN7ykhqD3A0cV5hu9lPKeUCO//4BzYnzH13tqRk7lkCLOMhJWbJWbvfbaq6TbJxFBEBFROEd/TrGlWyxf8hkAoHvKBlg/rMSKehhV1MTEA4CCApOJiIcoEkIXELAKCDWXFxPmKrp8YFmMLl4I1rMYrHcJ2PrF4KP95qbTG+9ligipbQrkcRtD7piCVNcGkDunIzNuBqTWCRBl2ZQQgjno1x6bg3tZgK2mgEU6JCkgwkQ/xJEPxUQ9JCEeyhXtEDa9QhQEM6JUy9IoPI8F7V0ol3Dw2+f3Lr4GP7/yh7jj1z/D6d/9kW3g9tbCl3HLz65E+5TpOPK8q7Xt67tOSfCXEpyb5y4fJZHftjVywktIOCMnnDKC88KBZjHRFAblqi8RVxokExlR9CYKt1liyVDusXalBUM1y4UkxEJUhrLuA9dyC4NiZEHcYw3ar4GXNJBEASNK4fr571buaJ//2yo2wsgMcz2PdQT9Hj+YY77FxEcU1TdCQxKBnOezWr/A6J+O1rmIIMJDIoIgIqKqHEM51ZZyMf/K8wAAR1z4c6wfVotKtxjNsdDiAYDnzBZe4gEoTLsoEA9e0Q+q/g2oOL5u5FT+ecnntiJK4Nkh8KHVYOs/g5BuAabtqMsIhtGXfwvbF7AgQmqfCqljOtKTtzQXS6k0ug//qfmlaRUPhRIiLxY0AWEUTYP5PEO+bZCAKCb6Iap8CEq5qFbxECQdIkU6OHAb9MmiAK7X+5ZEwbz2UYVDuWSDE+vqR55wGn5+5Q8x/1fX4Yzv/ci2j5HBQby+4EVM33RL9I+qSElCPhSWschSIqvmC1kaUsIaOWGE6foJCWdxTGO8YH1NScgINwLTOwKIKhCKi4yIvar79kooGco53ia54E0l5EIUBrIqmONz7kVcWVCqtAn/9JCAtIKIg2jZ5UK6fSdIolAQAeEnMgDYZEahJNDv047dGyLD2LbI8xERzCj27fG5UCNGY1iPTbWk3YwoJCKK5bLLLsPll19uWzZr1iy89957ru3vuOMOnHzyybZlmUwGIyNucTflg0QEQUREYawg6mHRmwsAAO0zt0L/qIpRhZWtzoNVPAAw6zyUTDy4RUNk7WkXBpxz8MGVYH2fg/cvA+tdAt6/DODaNoSuTSBN21H7W26ANH0niJkWSJ0zIHXNgNQxDXK6MT+wlERz9gyrhHBGPggukQ2yLNikgqSHlAqiAEkoXkAUIx/ipFxEFQ9+xSWjzZZRHukQRSKIggAuaCJCFARzcFFO4RBFNvht21ovJTc6goaGRvNxY1MTAGB0eEifHjj/HlMt7wujwyeJ+XBayYx4EAOkRD7KwegrKrBGPhSaijBCwikjOOcFg0DGip+NAgjeRlihEEc8JOEHSiUZKiYYLPVbyiEeqlEuVLtU8MLvXA5mGUZ9xuyxox9KJAmCZ8MImKUjxL7dpIMouhQWLpD7Lt+JkohRR1qHl8AA7GkcbgLDuQ9DYmQE7f+RHAcTjNfIXd+zI4qPHPF5rzgFxmidiwhVT9mOuk5UttpqKzz11FPmYyMF2Yu2tja8//775uNquFeSiCCIiDAGW9TDyk8/AgB0z5yF9UM5Uz5kc2rtiwerdFBdZIQhH6QUwFRwNQs+sBxixwaAqkCQZIwuvA3I5lMsAACpJogdMyCOy1fiFUQBDbt8s0AseEkIryiIIAFhPCentL9TKQmcCZCkwnZJyQe32S78oh6C0i2iioc49SK09YqTDsVGOURpx7kARd++JpeqVzb4b0PAJdf+Glf84Ezc/LMrce7FV5vPNTVp87uMDA9hMMsgiYJ+/bguHbTXPQKY0RJGOK0tWsIiJQCtcnpYKWEvZuay0FaLQrAJCWdqB9cfWztDbjIiqYiKMGIhinwoxhckLRvqvfZCNXSYrdSiWEj6HPaOKFBh/wHCbzAfVxIUIwiCohfCDP7USNEVekSB87swYNYpp8AQRcE2WDfuw6PWbXjICwCmwPATFwY5/ZhHFQbVcVxu+/A6pZJHvZCUJEB1pKFQREQyyLKMSZMmhW4vCEKk9uWARARBRMSIiDDSLf56vZaWses3f4L+4ZwpH0YVNVHxAMA2s0VFxIP5nKJFOyjrwQeWgg0sBxtYCj60Gki3ILPTuRBSWqE9sWsTINsPoWMGxI4ZENqnQ2iZBEFP4RBdxINVLIjmYF4siILwEhDWFAytvegiI6A/FswBtySJicsHv6iHsOkWxYiH8DNkhJcOYaIcSiUcvPbLLb+6CoJQEtmQlGgI4tCjjsMVPzgTf5j/a5x3qUVENGsiIjsyhIFRFbIo2N43hpgwCqQZYiJMtIRVSlhfC9OjLkRBgCwK5nRsoiCYkRIqVy2vvVBKeAkJYz9OIcGY9s+Km4xwi6qIS/goiRjbTkA6lHIcXgnBUE1igaRCPPqGFSguU1AC4aIHvAiSA9HEgMu+A6b0BMIcv//zsuML1HkPcH6fZi0DczdpkbVt2y3qQhcV+nac4sJPWkhggKyl2rhNmV4QSYFwEReAkZJReK4Ul8BaQqOvr8/2OJPJIJPJuLb98MMPMWXKFDQ0NGDXXXfF1VdfjQ022MBz2wMDA5gxYwYYY9h+++3xk5/8BFtttVWixx8VEhEEERFF5egdzpnpFus+1fKxxK4N0D+Si1znwU08ACiYUrPS4sFKbulLUNf+B8gNFpwfQcoAUABoIiK9zXEwC1eKkva3HkkhugqFwigIrzQMPwERVIAypd/9UrIIzkU9XSO8fIiScpGEeCiXdIga5VAO4eA1ULLKBi6I5jLZJU3Ib/tW/Pr35Zu5Ib+N4YF+tLS2AQBaWloAANnhYQyM5PICTRQgS6IpJqzpO4aYSFmEWf55bomWYEhJom+0hFVKGNESRvSEn5RQVcssHpbz74yS8IyQMGrdOiIqgNKmeFiJ4hKKEQ9Jjy/LLRnc3v/GMsGSNlVqakkuVINUiMNIVkEOYlFiIEgKBAkBIFgKBIkJAGYRxWLbWHErbG0+tqRr+EkLt+/jIGkBwBQXbpEWBqMKgywKkHURkc0xKFAKp4N2+TCprPA96xo94SEsRqt0hoikUNTos2AYcmb69Om25Zdeeikuu+yygvY777wz7rjjDsyaNQvLly/H5Zdfjj322APvvPMOWltbC9rPmjULt99+O7bZZhv09vbiZz/7GXbbbTf85z//wbRp0zyPa7vttgt9j1q4cGGodlZCiYiurq5IGxUEAQsXLsSMGTMiHxBBVDvDqoKBYS0FY+2n7wIAOjaao0VD6PIhl2OhxQOAggKThngA7FNuljXiQR3VIx2WgQ8uR2rjQyBI+nSCTNEkhCBCaJ4EsXUaxPYZENtnQGjq0NpIcoF4MP72ioIIEhDOCAiv9Av3vx01IgTtyzyVkgAu2uRDsVEPYcSDmzSIEu0QRzoUm1oRVMchqegG+zL3EUXBr+OWiIi4UQ1JiIawA+CgfV3367tw/pkn4vqrfoTLrv0VgHxqBmMq+voHkW5o0F6vJEIUmS1CwikmrJLLTUwUpnEUiokw0RJOKWG0V7l2La1SQtuu9rdqncUG+bQN7fXmz4soxk/xYJyXtO5DVAGR1PhzLNRdqBWxUOnzVAq83l8DIznkeP7ClEMIhJEBYeSFtq3gduG3pUea2d6oqu2eYJUG9uXuwkISBWThLizM9c0UDPfv8qzCfNNCsgAa9O5ZVmFQUHgfM4SFFcUnwsJ87BINIYkCcqr2Yx3hzpIlS9DW1mY+9oqGOPDAA82/t9lmG+y8886YMWMG/vjHP+LUU08taL/rrrti1113NR/vtttu2GKLLXDrrbfiyiuv9Dyeww8/3Px7ZGQEv/71r7Hlllua2/r3v/+N//znPzjzzDNDv0YroUTE+vXrceONN6K9vT2wLeccZ555pjnAIoh6I8uYJh0Yx2u/uQgAsOGRF2BwMGuTDrmcaooHAL4zW1SFeMgNgvUvARtYpsmH4TW2JmxwJaQ2zdRK47eG1LExhLYpEOSGvGwwZs9wSgiPKAi3NAwvAWGdBSMo+sGt8KS17oMkCkiZUkGAIIihoh6SEA9JRjv41XRIMsohSeFQjGzw264xKNaup+tqgQO2pKaCDDsw9Nvf/gd/BeefCTx031247NpfQRSB5pZmpNJpSJkmDA4OQhG0r3CjAKXxnnWKCev7009M+NWXSEkA1Pz7yikm7NESdknhjJYwpITWMP+arVKC6XKBc24TDYaUsAoJ4xjcUjySkhFBRJEQxey+VNKhUgPoahYM9SYVkn7vDAzlkHX5ZTzM4L0UEqDc2/PappdkcFsuigJyOUNiCMjl1IK2Rvtszr4uYBEOYN6RFYp/H4DrrzerqMjBLnnN1+kTWQEY0iHfr5REoSD9QpZEs95HlmpEeNLW1mYTEWHp6OjAZpttho8++ihU+1Qqhe222y6w/aWXXmr+fdppp+Hss88uEBeXXnoplixZEvmYgQipGccccwwmTJgQqu1ZZ50V62AIohbIqRyDQ1moKsfIms8BAKxxPIaGsqEKTFaDeOBKFnx4DYR0KwRZq8qv9nwIZcmztnZCuh1CyxSILVMgNuqRUZIMsVm/F1glg5yyCwjH82EFhFuahjP9whnxYBcR3vIB0AaqoiggpX+PpmUJTJB8ox6SEA9u0Q5RUyzy4iJcakXSwqHSsgHwHsQZyyVB8BxoJhHNkIRkCLvPxsYmDA8PoXf9GnR2jYMsy/j3B6tx1xvL8OqHq5EbyunvbWa+rzUpke/Y5sWEECgmrO/VQjHBHc/DFBOyKCILi8QLEBPavu0dXme0hFH3TGE8XwTNUieCWQZAzigJL3FhYEgO6/vEbVn+uWRmw9COKfo6SQ4gyzm4Nm9TYv5xJcVDPYmFSk97CgBDHiLCSqVkAgBzivOktwv4H69dPlgiGiw/nhjCwU1UuC3L5fKRDbmcM9JCax9XVDDBEBEMOW5fz3y9DukLS5dSlkRkHecvSFRETXOpNVTmPy2t1zrFMDAwgI8//hgnnHBCuP2pKt5++218+ctfDr2PBx54AK+++mrB8q9//evYYYcdcPvtt4felkEoEcFCFHax0t/fH9yIIGqUUcYwNJRD3ydvAQCaNtoRg4O5yoqHwDSLLNjgCnA92oENrgBYFvKMuZDHbQ0AEFumQmiaqEkH/Z/Q4BIFZc2/95IQMQWEV/qFM/rBTT7Y0i5sufP5da1RD0ZERENKggLRNerBSzyEqe/gF+0QJdIhTpRD0sKhWmSDX+fbmFHFKw89KckQZTATpU6B2wD4xt/di28cfzh+ctH3cf0td5nHOKpo96D8Z0EwPxOGdHOKCatocxMT1ve2n5gA3MSElsbhJibc0jiMx17REgAg6v0OlXEwlaMghcNDSkD0FxLW6+IlJEotI6JQ7ICz1IPvaohoqHXBUA1SIQ7ZUQWj+mevFIP+qINVHlkmRI/cDrMPa9qCtT+Tc4gCra+hF5cMISmc6+eX29MvnOfNKircJAUXLBERxj3R8hpkUbSlWARKCsAUFUbfyRAVxnYpIqJ4zjvvPBxyyCGYMWMGli1bhksvvRSSJOHYY48FAJx44omYOnUqrr5aK3h9xRVXYJdddsEmm2yC9evX47rrrsNnn32G0047LfQ+Gxsb8eKLL2LTTTe1LX/xxRfR0NAQ63VQsUqCiIjKOAYHc1j8pysAAB17fgsjQ6MF4gGA68wXnPFw4sEpHYzl1nbWZeYB5gtLsuG1yH36uDabBRxfoGIaUPOTQYlN45HZ2sWkOsWDdXlEAWGVD9omxILn3Wo/uNV9CJIPboUmrYOxBr19OiVBhH0gFiQewqRZlEo6VFo4uMmGcoiGoMGGcVii6C4AkpQMxQqGsO333Gc/AMBjjz6In9/6e3P5aE7F6KjiGhlUi2Iiq2rvlXy0hABFv69lmQpZlFxrSyica+8lFynBwPMz41jOr1uUhFNIMEvH2i4pjGWF142xwg58sRQzQC3F4LxS0qHWREOtioWoDA3lMKp6v9aoA/2oIiHOPgxYzJ+fw/wwa+3fKDmtP2YVEkou/9hYlnNIAkNSGIIiv0yLiHAW4HZf3zjm/Hm1SgqzvSEicgxZrvcxLKkzTLLcD0UBVodglRSSKNhr/UgCVEt+hjWSIkfTZhTN559/jmOPPRZr167F+PHj8cUvfhH//ve/MX78eADA4sWLzfciAPT09OD000/HihUr0NnZiS984Qt46aWXsOWWW4be53e/+11861vfwsKFC7HTTjsBAF5++WXcfvvtuPjii2O9jlgiYtmyZXjhhRewatWqgg/l2WefHetACKJWyKpMEw9D6wEAObEZbHAYQGXEg5ZmsRZscBnYwHKITRMgT9weACCkmsGHVmkN061apEOzHu3Q2A1BTttfnJ90MAioAxEkINzkA5AfTEWVD86Ui6BaD8b6af2X04wsIiMZufbhxIOXdHBbx209rV186eAnHMopG8olGoIG/pIggKn5a+F8zZUWDMUUSBw3fgLWrF6F1SuXY+Kkybj64u/j2VffhDjneDRM2kT/bLBQn5sgMeH8nFRSTEj6L4WjjIGxfNFL7X97GkdcKeFM73ATEO5RE4XXKb9NfyFhncY0CLcpS8tNOeVDtQuHSl+LSuD3krOjWYzq3ZZSDuxd1ysyjj2O9HDiJkEkSYKqj7atxbeVnFK0oLBFKch2OQDYhYNdRPgLCkHvC2VzKrKMFRTPtIoGQ1AYkaZZlq9pYQgKc8Yl63rIR7NJkhA4RWutk+McYsT3WC7iObnvvvt8n3/22Wdtj3/+85/j5z//eaR9OLnggguw0UYb4Re/+AXuvvtuAMAWW2yB+fPn4+ijj461zcgi4o477sA3vvENpNNpdHd32744BEEgEUHUPSM5hv6PXgYApGfsguxINpp4KLq+Qw5s4HPwgeVgA0vBBpcDan6WaZ7tz4sIuQGpjQ+F2DQeQmNn4YuJKh6szyUgILzkg1vahbPegzPlIkg8OCMeJL2zkEnlf0J3TntonpqAaIew0qGSwiFMKkWxsqEUoiFsgUm/KQLDCoZiohfCtY/UHADwi9/eg+MP3w8Xn3cmfnfvw3jr9Vew8t030DF9X6BtWsTPlFozYkLmHBKAnMqQ46ojYsJeX0Llovm4VFIiapREUkKiGmREKakm+VDP59lKUi9zdGjUFBFRSaKgfRIyAUjmWAzcBANyeUFhPDYKchtCxXis5BT7ugA4s8sJwF0uuMkJSRJNkSuKAoyXqi3X76N61y6XY2CCs31+NhDruk7JAJW7ygkAUJi9v2Ok2xG1ydFHHx1bOrgRWURcfPHFuOSSS3DhhRfaQj4IYqwwojL0Pn09AECecxxyo7nSioeRXvBsP8TmSeay3Md/saVVQExBbJ6kFZZs1ecD1r9dpO7N9DbWbjdgKyhp4JQO1ued7V0EhJySY8sHwPsXXMA95cKZbuFVYNIt1ULS7XxzWoIqiIHRDklIh7BpFWGFQyllQ5SohlJLhlDb5vllzn2WMnohjlwAwofw77Tr7gCA555+AgDQ2NQEAFCGB5EdyQbONOMnJkRLUctiUzmAcLNyAHkxkX/eRUwwFa0AhlUGCSwglSMvJqxSAgC4iAIpoap6ioZFSrg9n79Y/p1mTVQ4l2n/e/1KaRBGSDinKw0D57yqBvlOquHY6lE8lPMlZUfiiwggOZFghZVyxj5nGqwXogQ1p0C0CAVuRh/oFyiCnLCeJ6ecECxywZAT2n1Gj1yQ80LULiHyssD4JZ4xjhxj5n1KVbl532dMtSzPR02oaj5iI0hOWO9/lJpRu6xfvx5/+tOfsGjRIpx33nno6urCwoULMXHiREydOjXy9iKLiKGhIRxzzDEkIYgxi6JyMwKBIQ2MDCYmHriSAx/p0SMdloEPLAcfXQ+kW9EwW5sXWBAESB2bgLOsXlRyKoTGccWnWVifc5MOlsdhoh/klFyUfHBLufCLeggSD06RkBEAZIGMLIAJQsFAyTx1lgGV9hh6m8LUiqhRDkkJhyRlg1fn3Gvg4PVVkKhk8Gpj2Qa3REQ4ZUI55EIxtQGCDm/mRpvg00UfYclnn6CpqRkAkB0ehDiq3Uf8IpByjueDxIRz1plSigljfTcxIegiYlRRAQb751+wz8ph/dsqJZwpHNxIibaICat0CBMtoe0oOFrCLX3DWaTP+p5xRuW6vSdci8L54JzONA4qK296RqmpB/lQLS9BzWah5kr0y7a1j1RqwgqGsOj9JMby/SanmABQICckXS4wXRCLzEVMqJrAUJhiX1eSoDDVJiYkSUQ2yx1iQnBIBSClTyGm5FSoEG1ygTEeSUzoL9j8S2XcVUzwOq9VqTJuK/AZdp1q56233sLcuXPR3t6OTz/9FKeddhq6urrw4IMPYvHixbjrrrsibzOyiDj11FPxwAMP4IILLoi8M4KoB95+QftlUpq2CzDSH008+BSWzC15HuradwF1pGCfgpQBV0chSBkAQGrjA+0NvKIdrM+FjXZwkQ5AfjBj/K1tUg6MfkinxUjywSvqwSvdwm3gA7jXd7BGO4icA1mgQRYhyVJBW+2x0T6cdIgqHPzSKaLKhmoSDcVKhrDiwE1EiK4iItTm7OvEFAtJDBKc5/aXv/09Dt53V/zgrNPR2a0VomIjg8iOaFFRoiRBERVHzRV3MaE4nk9KTGjbFFzFBAAznSOsmJAFrVM2lGUQZQGAFjVh/fyZnzsmQNavuz1agmn79Enh0K6ZJaIiIFoCsIsJWzsXwkZLGOfYIEhMOHOs/T6P3NE2qpgw0vGTFBLVHrFRbVTlqcqNAFFERDnlghdJSwc3jH6VsS+9X8WYqv2t6vdspmj3a4tcsD5WdbHAVAZREsEYgyiKnmLCui4Am5gwZ86wiAmjEGYup89QpDIwM5XNLiuSEhMGCqVm1CTnnnsuTjrpJFx77bVobW01l3/5y1/GcccdF2ubkUXE1VdfjYMPPhiPPfYYZs+ejVQqZXv+hhtuiHUgBFEr/N81PwAAyBvOBXKjkabS5CN9YIPLzSk005t+BYKofwy5qkkIQc6nWbRM0f7OtNgPokTRDk5j7xzYGM8ZIYP2qIfCgU0qJTkGN2EGNcb+7IMaoHBKTa+IB7c0C2e0gywAGARa0hK4KIaSDkFRDmGEQ7HRDc71w8qGpERDMUUl4wgG/3b5v41ujQh38VApsZDEL7BbbbMtAODVl1/CYUfpX/YjfcDoICBKYDkAUgqq5TNsFRN+U+Yq+vPZ0cIpc5MVE8xXTAD5z64kAiLX7p0DWRUSM57nFqHoLibcoiXCpHC41ZYwfllMUkzoWyxYIgrVLyas9QGTkBJJRGxEpRZrblTt4eZGAX0Qa/1RpWZQSiBG5JR2LiRZ6/+Jkj1SNiEpYcVc5lwXgAS7lNAPAkBeSkiSNTXDmkJh3Y81hCHMh98r5EFP46jzYpX1yiuvvIJbb721YPnUqVOxYsWKWNuMJSIef/xxzJo1C4D9C4TsNjGWEBiA7Ii/eBjugdq3GHxgGdjAMvDRHvvzgysg6DUdpAlzIHVvAaFlMgRnhEOQeCgyxQKwiwY36RBmyk3r4CUvIcKlXFgHLdr+3H9RBeD6q6q2PLi2g9FW1oeuDSlRExEhpENQlENY4VCsbAgrGpKMZihWMsSRC4FtrQM14xqIgqd0KOYrKqnBS9zvya232Q7vvPU6slktLYznhrVfJAHt85wb0Tq4lqgmQ0woYr6AmnO2Gi8xkcsZ94Xia0wAasFn3BATQD6dyvp5b9C3PZhlEHQjYAjF/GeaWyIqYKsxYUiJLIMZLWEVFH7REoB3GodxDRmM3GsULSa8oiacYkLbn358Lv1461vLraPv9R52igltW/7vU7dJC+LKiWIjNqISp+YG4UJ2GMi6vBHKEXVQrWR1waDk3KUEYBcUPlLCkAjGLBzmYx8pYeBc177MLhWYHhGmqByKCsjmyNBLPuQLWFqL8qpqflYM+3Jrwcs6z8nQyakcYsSoj1wNRIlkMhn09fUVLP/ggw/MaUOjEllEXH/99bj99ttx0kknxdphsfzqV7/CddddhxUrVmDOnDm46aabzLlMCaJcSJN2sFtuAJyp4P3LIDR0QJAbAQBqz4dQPn/etq7Q0KXXdpgCoaHLlAdi8wStQdLRDi4pFkBhtINzYGL87SUoosqHMFEPbgMT47FbODdQGNJttDfaaY+NtpZCkvoXZVqypGYkEOXgJRzKKRuSjmbwkwhJC4YokQvWXRt/C0KwcEhiAJL0YCloEHfTb+7APrvMwcsvPKuJSiULDA9on2/jfuD41Q1AJDFhlY6VEBNAPupJkTggaxERKgC/mTm8ZuUwpIRqLNdTOAD/2hJAsJgwnrOmcmjnzv48UFj80iknGOcun6NwURPaPuPLCetxWqmknIiz7zhEiSKpJFGmfC0ruVEgV0fSIQmBYhEMcAsSsQoJt6eNzcBHSEiSWV+CeUYeaBjraikaqssyZk6rqd1bBCiKUU9CPxaHTDDSM5zL8m1JSNQrhx56KK644gr88Y9/BKDdlxcvXowf/vCH+OpXvxprm5FFRCaTwe677x5rZ8Vy//3349xzz8Utt9yCnXfeGTfeeCMOOOAAvP/++5gwYUJFjokYOyxd+jnefvttcM4hT9sdfLg3n2YxsAx8cAXAVaRm7g+pe0sA0ApJtkyB2KynWbRMhpBptW+4TNEOfikWXlX3jXbW6TSNvMI48sEv6iGKeHCLdvCVDiiMdJD0QUiTLJmj8HwIdzLCIQnZkIRoKJVkKLVcCItksQ9akcIo+0uud1/Kon6bztocALBu7RpsecbP8fGC97QOrzPsF9DuGblR+z3DKSYsBdSMNA6gsPAlUFoxARTWgpElETkwoBXoH1bARe47ZahVSgD26UKdUsI6Tag1WsJvJg6gUEw4UzmM57yKXyYhJxj3+Ex6FDkTRcFVTgDxBIWbINC25f0ZUlleUKgM5kgr6melHHIiShRJJQhT0LQ8x8Hx9ttvgw33AEJzZQ4iKpVMHbHu2oiOcENKmaKCqSpEXTgUREQ4hIRXHQlREj3kg2qTGdbKvFZxoChcL25plwmF4sFbSORrSFhrSzASETXK9ddfjyOPPBITJkzA8PAw9tprL6xYsQK77rorfvzjH8faZmQRcc455+Cmm27C//7v/8baYTHccMMNOP3003HyyScDAG655Rb89a9/xe23307FM4mScsf82/Cdb50BxvSb55u/A3KDhQ3lRnBLqobYNhWZLS0FXJKKdghZUDKsdLD+7ScdrH/HkQ9RK+sDbgOMwmiHQOngllqh9+pSkgBBFEsmHJwd2WKiGqKkXwCllQyllAvFdP4FQShqgFIqmZDEoGmjTTbFoo8+xLu/+R4AQJ4xF/LEbe2hvoC/mLCkcTjrS2ir+IsJZ7RUFDEBqB73DWZWUzfuHQ163vLQqKJ3lNVQ9w+nmHCTEtYUDtVyj/CaiUPbTzgxARQWv9SWFS8nvPF4b1W5oPAi7GfQa79B+46CXy57pSVFmGuYNPfeNR8jIyO4+OKLAQDSBvsiNX42AIANrQJ36xfpiG0zIOjfoWx4DXh2wLtt6zSzfhYbXgue7fdpOxWCqIvWkXXgo4Wh42bblikQpLTedr02K5lX2+ZJEOQGre1oL/hIj0/biVokrKqAK0Ngw2u1L2ejBpjRd5AkiB0bQEi3AKIEPrgGbGh1vo2Ub68CkDtnAI0dEEQBucF1EPo+158XkAPMvpw2m9p0pNrGaf3U0X6Mrv3E9j0tGt8HApDqmo5MhzYlvDLYh9dffx+9H4lQLVbCuPc0jp+OdMckMMbBs0PoX/pfx3bzfzeOm4aG7qla29ww1n/2ji3N1ehvCnU+8yKLMWuGW7RbtdHe3o4nn3wSL7zwAt566y0MDAxg++23x9y5c2NvM7KIWLBgAf7xj3/gL3/5C7baaquCYpUPPvhg7IPxI5vN4rXXXsOFF15oLhNFEXPnzsW//vUv13VGR0cxOjpqPjbyWpRcDkquPNV7Fb0YjlKKojhEWVi69HO7hABMCSE2dEJunQq5bQrk1qkQm8c75p+3igeX2SoM6SA6pYO3hLB+8WiLQqZYiJL5XWhfRx84OIrQAfYUDK1t/ldMyfKcLAlIy5K2TP9V0S3dQpLyA4mU8b0sArIIbbBgvFwB5vFIIqDPLqVP8cd18cAhCoZ04A7pwHXpwPUBtb3DLwqC/ksDkAKHAAbJ0pmXuEU45K8aJCH/HrD29ThzdEp5/voYncX84MPYlqW9vlnre8fayXSua23rNg2W6Ni37bnCTRW28RmomIcc4TszaoddRfSBhDF/vKroaQcx+zleA6RyjDn85NDyZUvx6aKPbcuUz56CrPQj1T0LUtM4CMb9RJuUHgDT7yVaXQmtIC70+w7X3neipE9HrEsKFQBSAPR7DQMErkVOCNxyn+ECBK7dY7gCCMY9hgGCJIExAQwAN+4fxr1DEsFUAYIkQskBTBTAJAGqfl+QJFGr96F/1kazo+CCat5bjKruxv3FWE/R7y05XUbk9HtPVpcSWUG7T0migJRgubdIoindnFOE5tM4YEZSmGJCsN5vAEWwiwkgL0KdYtL4PdR4jyuwC0XrNtw+C259eFdJ6bZM36YbQXLR2JzX+l6fc+MzqeRyNnng9Rn3C5BPShQm8Xn2O86oUwaXi2IOa9nSpTjvnG/ZlqmLn0ZL10yImVYMrHwFuXUfeq7fscO3IegXcHDVQuTWvOvZtn37MyDquQFDa95EdtVbnm3b5pwMKd2utV33H2SXv+bddvYJkDLdAIDh9e9hZOm/Pdu2bnUM5AZtsD6y6kMML3nBs23L5l9FqmE6IEoYWfcxRj952rvt9iciNXFrAByjvR9h9M37PNumd/kGGmbuDIAju+4D9L/4a8+2HXt8A+n2vSFKIoaXfYT1j/3Us+34vc9AS8eXIUoScj2f4vKbL/dsO2mfUzB596MBAMM9S/DZH37k2Xbal07EBnNPAgCM9K3EB3f8wLVd6/RZntsgqp8vfvGL2GGHHZDJZIqWvpFFREdHB4444oiidhqHNWvWQFVVTJw40bZ84sSJeO+991zXufrqq3H55YUfruefeQJNTU0lOU4vnn/mybLuj0iOt99+2y4hdH74wx9i1113rcARJUEV5HUyx/8V2uXoJ96dFqL2ePfVZyt9CCXB6z40svRljCx9GZ2dnZgzZw623XZbbLvttujo6Cj/QZokd3/5+oTV0VeypAAkiXWzNThHQMX572vPVfoQiCLwuged99WZmD17Nu688zO8+ab3Z//q8/dEJqNNQf6HPyzHK68UTlVucPn39jCnB/y//1uLF1/0jp646OwvortbkwuPPtqPZ57xjlw4/8zdMHnyZADA44+P4vHHV3m2PeeMXTFjxgwAwD/+wfCXvyzzbPutU3fBpptuCgB44QUBDz74iWfbU786C1tttRkAYMGC9bivfyPPticcMAnbbdcFAHjjjQm4a7l32699sQs776zVJ3v33Tb87gPvtkfs0IYvfhEAVHz0URq/XuDd9uDZLfjSDtq1WrwYuHEj77b7b9aE/7el9qPvihWjuGbDDV3bTZs2Af9c8r7ndojqhDGGH//4x7jllluwcuVKfPDBB9hoo41w8cUXY+bMmTj11FMjb1PgfrFtVcSyZcswdepUvPTSS7bB3w9+8AM899xzePnllwvWcYuImD59Oj5fvgZtbW1lOW5FyeH5Z57EnvvsB1lOBa9AVB1Ll36OrTbfxPEFLKB9529DzOjvo2KjHcyw6Hy0g1e6RUHetmg850zRsEx7aQmFtj6vbUfwjHSwrgtYcrmNqAuXlAt71IMeRu2SapGPeNB+obTWdrD+Qmm0AewpFkYba9if16+V2t+O4nOqgvUfL0DXpjtDlOTQ6RTOXyPj1nnwrOfgtdx1qbH9YCMdRlqXo7ZCsb9oeu1WVRS89fKz2GbnvSHJkR172X/BjLq7ZUuXYpdtNy8YCMht06EMLAdYfmic6toMLbMOAaCHr3MVQqohv5JbpJbffcul1oQzOsstMssrKssrIsu4RwmigLTI8f2tBvG/H7RBFfT0DmfqmCMNLCWJke5H1kK3XtESACyRV/n6EgBsERPGc9pj9/uQW2qXLWzZ4x4UdD8JSv8qJoLCfM7zmeD7D2MKPnjteWz2hT0hSd6fzXLVdkky/apct41qiLBYvsztHiSgffvTITprX41ljBQ4428AtqLCXvdWwCXttjACFrAXHbc+dpvlDIDZT9TawrathhRw+a4qLv2XBEWPAbV+pq3RsuZLtHyIrPdyA3tboWC5MjKIf170ZfT29pZtPFYO+vr60N7ejlPuehnpppZI62aHBnD7iTtX9Tm54oorcOedd+KKK67A6aefjnfeeQcbbbQR7r//ftx4442eGQp+RO+tVYhx48ZBkiSsXLnStnzlypWYNGmS6zqZTMa0r1bkVApyqrxSQJbLv08iGWbM3BAHHXwoHv3zwwC03DZpowMxKncAXL+5K8h/yQj6x8p4DinXLxm3LxRm+ZvrHXkOALp04NDCngVRgCBJ4IAWmqw/x8V8bra2G9EmIOCUDpbaDoCHdLB11r2LTDrztAGYnX3njBb2GhD2qTO96jo4C0k6H/t19q01HIz+HFO1P9KplC4iku/su4ZGewoI18X6tr2fTFIwRO3cFy8VkutcG+c1lUqVVPpWajywwYyZ+NkvbsZ555ypTfcGQN7wAMjjZ0PKjWiFc/s+A+tbDN4yDcMjWjoGG+lB9r0/QGydBrFtBsS2DSA0dFvSOLIOMeEogmutWSNKAIY969XkBYPiWvQ2LyZyrtMAA3kx0aylcWNgWEXOSK3SC2B61ZgQRQ5Z1NK00rIhJYzUL+3+ZvydkgRI+j0gJQqQVG0KUEnQBQUDJGatRcMt9SW4VviS6yKB6/dHo66EnrjFjdoPsN/LAJgpJswyxDfSw2RRMCMvBCGfRmVKVPM5Y/v2+w+H/TPPUfhZ4yi8Z3F435/8Pqt+nwlRFMzwEVGUIbqIiLCfqagpXtUiK4DSzPrhRalqV0zfYCauu/FmfP/sb5jL5A33x6jcVhVBllUDB7QbRQrgRudG0qY6leT8Mkh6BVoJULnWXn8s6vcFAQ7hwIx+jvZYYUZ/SH/DKrqEYLqEULR1c2q+rwlV356+TNBnuVAgYVTV+4AqzBphKtM/x0ahWUmEwiz9EqYtM9Ia7W0F1+Vc8J45hKhe7rrrLvzmN7/Bvvvui29+85vm8jlz5nhmJwQRSkRsv/32ePrpp9HZ2Rlqo1/84hdx//33Y+rUqbEOyo10Oo0vfOELePrpp3H44YcD0EJEnn76aXznO99JbD8E4cajf34YDQ0NuOiii7B2xhdxy/wXtSciFpQMO3VmlGKSoqMD7xnp4CEdbL/0OaRDXkoIlvXCVa+PIx7iSgevwpHGYrdfF5lRbE4SIEpCQTtrW4MwsiGqaChGMpRCMMTpgCfVyS6mAx0UKl/pHxSjFPf04usnnYJd99oXu26zCQBohSoBCKkGSB0bQurYUCuWxrn5gtngMoCruqT4TNtQqhmSLiXEtpkQMpZfbhxz3COrPzbqHMkpezFMl8KXzhk5APiKCev9zih+qU+4gcGhHHJctBW/NM6ntWhuKiXZpMSoot3b0inRNkVo0Cw91vsYAMe9jFvuZYWFL406EsZ6xqwcAGwzcxiPgXwRTGMdIF8I07oMyE8hCsB1tg5tuSE4LNOJwt7WwLmO63rGctcpRs2j8VgOgHGzCBtjHIKjuEyYejRmbYqAhmGLaNq37X7sYYv6J1FY00mx99Og8+Qkyn33uBNPxnnnfBOcczTNOhRs3DZRD8+OWof106x9P7fi4yFmPAO8ox5CR0FI1igI93W1Zfl7qqhLEmuhcmc76/IoURDW9lQ2rzZZunQpNtlkk4LljDHkYtZeDCUi3njjDbz55pvo6uoKtdE33njDlhKRFOeeey7mzZuHHXbYATvttBNuvPFGDA4OmrNoEEQpMN7LgiBg9uzZeLNhEpDK+H6ZhJ3FwlmB3l1UiFUlHcy/PTrsXuLBP7RZKEo6hAlpdhaDY+avj/nr4GxnPZ7gZQWL9O15/cLo3t56jEGE7bCWWy6U4he5oE0azwtCctIhCXmQNJOnTMPEL+yHla89CbV/CaSuTfNiQNWKVAqW6eGkcbMhtkw1RQTrXwrkBqGufRfq2neR2uQwSPKGAACujACinE/jcM7GYRUTQL6TXQIxISgAICE7kkUOcuCsHLkcgygKSKVEW6REVtHaZWTJMYMPs93bvCO7uE2wjiA/e8+IovqKCQC2WTkAFMzGwbjlHuWQE5IgQDWL24pQ1UKZYJ+tA7YKtaEEBeApKZz3AK9ZPIIkhbU2j+AcIwdUvU1SVBjY5E7IdYoVFkBppAVQfnFhIDZ1atMBF0Ox65car6k2vfCMJEPoPiMQLB+01fwFhF02OLdX2OeRJQGq0SfzEBXOZYXL/QWE8TdPOuSoylBUBjHiFKVKDUxpuuWWW+Kf//ynWTvF4E9/+hO22267WNsMnZqx7777Fn3DLpavfe1rWL16NS655BKsWLEC2267LR577LGCApYEkSRXXX4pAODa628EoA+8G/R8yAjSAUC+roPL1HiAvZOttXfOWiHGlg7m4D9AOpjTY/pMpwkUigdtX8HiwS3aIY50CCsc3Npo500w24tiuMgGt3FpHNEQNFAvhWCIXdMhwft5OaISRFGoSoEAJHMuJRGYfdz5WPnak8j994+QvnQVoCraT0yipHWcpZQpD4S0BEGeCLFlIjBlJ/DcCNjAMl1KfA6xZZrZ2VZWvgp11RsQW4w0jhkQGjrzaRxhpgl1Lo8pJsS0AKAR2dEcslw127hNF5pO58VsLmdER9jTN7I5VlBTwk1MuEkJ7bznBeuIEl1MAOGiJoBCWaGtWxg54ScnALgKCutUodpz+fUKREPIKArXdY3lnJt9R8Y5hIJ+ZMBnIgFRAdjvPWEG3nGiK7T9eL+eUkgLoPziQhAEjB8/HsNNnUCjI5qqmlHjlJiNkeZXI9EPBrK+qigKZlqZt2hwkxLh5IOVSk99S8Tjkksuwbx587B06VIwxvDggw/i/fffx1133YW//OUvsbYZSkR88ol39Vcvpk2bFnmdMHznO9+hVAyirFz/s2sAACeeeBKeeervkAQBkl57JGqKhV1AVEY6GHUewkoHY1vODrn2dzjxECbawa+eg5tQCCscrO1EW4faeA0iJGtEREjZEFc0hOkEhu2ExulQFtsBKGX/oRiBkKR8qPZOUmu7Hp3IFCDVAIg5LUqLqfnOtqL3Lp1iItUAqXMjSJ0bFXTM+eAqgClgfZ+C9X2qLUy15NM4OjeFIKfzK7ilcQD+YsLyt5eYkCQJOQ4AjciN5jCq+KdyKDkJckrSZIIsIJdTzVQN/5oShpRgvlICQEG0xIjCQ4sJwLhXai9d0gekYaMmnMsUParBTU4A3qkd1ugJwF9QaM/rxxMhisK6nnnsuizhnIM5Bs3+0RRAsaICCC8rgOKiK4DkUjCi/jhaSnEB2I81k8ngN7/5DU6+43PkcjHr3VdCWhhOodTpICHkQ5B4sC4rJvJBW+YiHyz9TtGIwJLy/bBiUy+cfwN5Aas9qO7vWMKdww47DI8++iiuuOIKNDc345JLLsH222+PRx99FPvtt1+sbYYSEc4QDIIYKwwM5KeMMr6IMykRmYZMLOkAoCCkWFsnLx0AODrN0aSDM9wYgOeve9rf9igHwE9MGJEK0LcrBoqHoGgHr0iHqFEOXsLB/XG+6JOoP44iG+KKhlIIhmoSC5WIRDAL+An591m1iwQnUQ5XEPRCjBvtBWXRc1BXvwtpyvZa55qpWmdbzeV/lfOJlrCJAQCpTb8CPrwGrG+xFjExsBTIDUBd+x+ovYuQ6dzMlBdsZB2EdDuElF4QmllSNvzERG4UtnBlq5hgWoddFSVIKe2kZEdGoXD3CDLrvVeTEVoKhySJyGYZ0mnRlsZWjJQYRf6eatxPrdJBGzhqaRwqz78X/cRE2KgJwF9OWJfLogDViCAJkdphrFMgKIB4URT6em7pD6rKXb2CVzSF9hqLFBXaRgKbGPeucgkLbV/JRTLEieouVl6IDU22zAqmllguJCUvrDMIOUlCUlRj1INcKA6MdpIuIgQ9IsK9FoS7eLBup+BvW9SFfR21vjMzoDIONcR9x7lOLbDHHnvgySefTGx7NTNrBkFUgv/50Q8BAPPvvMdclhIEpDIpz7oOXtIBsEc9lEI6+NVz0P72KsImODrIhUUljXbGukB48RBHOiQlHGyPLQu45QtWcnxJlko0lFowJDX+LpdQqAVhUI2HmE5JaN3pRPQseg65V3+D9FHzwVlaGwgwVetoG2IiSrREWoIgT4bYOhmYurOexrFUK3IpSOb7l3OO7Af/B6hZy2wcMyBkOgrTOAD3wpd+aRwAjO6Jms0iq4pmZ96ImADsYkKURKiqakvfYCwfJWG/98aTEgAKoiVGFT/R6y8mAEDVp0LM33e1/72iJoztAE45wW3L8suN7RTWndAe+wsKwJHiAYQWFNr5ghkFoXIObrxex77calJYtxVfVABJyQogmrCImg5ipdTiAig+6kJOp5DSl3HGgVTxQwrVV2ZE3z6POrhLpYPb6LiJl1LUeghaPyjiwdmuoK1+EVMpCdyYlaPIiAfZR1zIoohcrs5NRJ3z6quv4r///S8ArW7EF77whdjbIhFBED785pZfAwCOPuZYqIrWiW9IiWhsbvScwSJJ6eCcLtN4PkwRSSB8agUAV+kQZgpNq3iIGu0QVzr4CYewkQ3243bfv5MkREP0KegiNS+gVFKhmiSCIJSmWGU1IgkCMrKIdEt+nvF0Jg3GGDjTB++qahcTftESgCYmDCFQkMaxMaTOje1pHLlBgDOA5cB6PwHr1dM3061aGkfnZpDaNrAfeOT6Evrj3AiQ41pRPCkfMeEUE3JKBlOZLUpCVWWznoQhH5xSIpWSwBiHqjK9lgQCpUQW8I2WALxksLeYMNp5iQln1IR2HuzSF3CXE7IoIKvLBruccI+e0B4XLygATTAYqRmMwXQCXpEUbvsztuN5fxWT+CUx+KYhCjBnAPFtFzG6Aii8Z0URF1734qRn6lAZoCgKRkZGcN5550H+4kVINzSZz7Mii+1xxiEXKTP8RUa0YwnE51irJdrB2dZteT41Q7u/hREPftEOtmMT3WUFK1G/hCgtn3/+OY499li8+OKL6OjoAACsX78eu+22G+67775YZRlIRBCEB+vXrwegRzpYvqTTkoim5lTR0sGMLvCQDnGKSEZJrfCLcgAQuraDbV1RiCUdSiUcvDpogpDv8AuCYB6Hn2hIWjLEHSwnLRYqJRTqWRZYkUrQ4WrOyGhsbkTrtoej/42HwRa/gIbNvgTGGJjKIDNZlxFyoZRwRksAmpgwpURwGofQ2IHMNmeAD6/WZ+NYDDawDMj2Q13zDiBlNBGhKuBMAR9aCaF5EgQ5k38RQfUljJCA3CiQY/aICUd9Cc64GQ0hiALklAyRiaaYMKIk5JQMxozaPByiKIAxXhAlYUgJlRn3yMJCl1nFmcIhYFTxjpawp2jw0GKiMJ2jMGoCKF5OGHUnjOeSFBRGRITCGFIWaeBX+BKAq6iILCngH1ERFlEQQgVNhJUVZvsakxbDw0PgnOOjjz7CRnObIIgZz7ZxpEAxMoMxBiklBTcswb6dOIWDdVn0WS0KpUOQXIhS28H4TKZkEZyLRUU6eK3njDoV5PqOiFAYhxgxGkepgdSM0047DblcDv/9738xa9YsAMD777+Pk08+Gaeddhoee+yxyNskEUEQHpz3vbMBAH/444O25WlJRFNT2pY7V2rpkGRqRZgoB+vjuLUdnOIhinRwjt2cX3hhhINXx9T8jhXzjyUxWDSEHbDHGWAnIRfKJRRqWSCUQgqUG0HQorKamlOQv3QK+t94GL3P34zO7Q6CklOgqiqYyiAxyVVKACiMlgDyf7tFSxjPW6MlZEBonQKxdQowdVfw7DDYwOdgfYshdWxsHi8bWIrchw8BYtqRxtEOweiBuKZxjGiPs8PQppbwTuVgogSkGsAZhyAK5v+SJEFKSaaQ4IzbZt3wipJwS91wlRKWZca9nTlSOKzREnHEBAColvs8UJjOAXindAD+cgIojJJwExTG/d6r/gQAT0HBzWKV+c62rYlHJITXFKKAu6Rw24bftmwkEFURVlZobbX/w0oLW1phmaQFUHg+R4aHzb9TzY3gzHvgn3LMOBE1TSKOyIicimHdV4wJMgC7wBAtH8pqEw7O9sbjtKAdfyolAXqh2zhRDm77LpCV+v5zUQqUEFXDc889h5deesmUEAAwa9Ys3HTTTdhjjz1ibTOyiJg3bx5OPfVU7LnnnrF2SBC1wr33/B4AcPAhh9qWp0UBTU2pSNIhaOaKYuo5eBWQNNYDiotysLaJKh2sz4WRDlGFg1vHMmxUgz2UP1yBwyiD8GLlQqnEQrWLhLiywKz5YRF59YgoCmjNaDI0k8l/hafSIuRUBqrKzAgB43+mMjNaIv9chGgJwL/oJQAh3Qipa1NIXZs60jiGAKkBUEfAeheB9S7S27dBbJsBaeL2EBs67S+SqYCk52rnRgEm2utLAHYxoR+Tm5CwRkpY0zasURI5PR0jrJRwTd9wkRL5FI58tIRikc4qy79n/cSEMSsH4B41AXjXmgBCyAl9cCoLzhSOwugJ4zmroDDkhLE9ZwSF8Wt7VmWQBftA0TpLUkGqBxBJUgAB0Q8eERV+2wu13YiUUlgAyUkLoFBcDA4NAQDS6TRamjMYZQ5RFOE4FSWorX2IEmXbAKBGiHBIIRVLYrgJjFLUcUhq9grnd6MsCdDrAiOdEiFYZtyx3i/8ZAPgLRzcjg3I91uJ2mL69OnI5QoLuqqqiilTpsTaZmQR0dvbi7lz52LGjBk4+eSTMW/ePEydOjXWzgmiWlm1ahUAmDlQVlKSiJamVGLSIWpqhV8ByaSjHKzP+U2b6XwuqnRIUjh4RkI4f6WznKv863DfppM4kiFpsVANQqGeB/zlIO41bE5LaGpKQVUZps09GZ8/NR9Db/8F43Y+AqrKwBiHosjI5VRLRAQPjJbQCs55REuI4aMlrGkc0oTZELs2Bx9aBdb3GdS+z8AHloNn+6CueRvShG3NbbIhbfpQoXkSwCzbzmXt9SXcCl9aoioYy6ds2CIkmAQmMlvaRr6NJiu8UjessiIofQNKXgirloE0swxGVMZt0RIAbGKiMApCf+miUfjRfi/3iprQlmn/m1ETAqD4yAnrdgG36Anv2hNuERRcfy+onIEZ74uAKArrNoDokkJrm5yoAADGAj6wIaIqNAkRMgoihrAA4kVZAOGkxbAeEZHJZNDYlIagBKyg4yYFMi5ZHWGPPZxkMO4HEUPkAwWJFblg+9Zi5c5lQDKRDc51iqnfkNLf8xlZgmid+rdI2SC79A+MY8vWed+Bcx75fRdnWl0rP/3pT3HhhRfinHPOwY033hjY/r777sOxxx6Lww47DA8//HCofVx33XU466yz8Ktf/Qo77LADAK1w5TnnnIOf/exnsY47soh4+OGHsXr1avz+97/HnXfeiUsvvRRz587FqaeeisMOOwypVMzYJoKoIr7zrTMAAPfe/38Fz2VEEa0NKU/p4CxW5lfPIUpqRdK1HAy8ohwA/7oO1udFwb5/7W9Y2rlLh7jCIaxsKFyv8G8tIsL9WMOShGQot1gYaxKhGsRNUjTIAlqaUmCMY7ODT8HnT83H0sd+jQ32+RpUVesA5XIq0mnRlBJGQUZrtEQumzOlhPGLYCLREgAK0jjapkJsmwoZu4Fnh8D6PwcbXAahoct8XcqK18B63gekNFj7DDz+eB/UwRwgtthPgLO+hHUwlBsxn09CSAD5KAlDShjP5XJe6RsCmMQLpIS1rkRQtIQ1jQNwEw36aQ4QE/Z1fFI6HHJC1YWCU6aEiZ4AYHvO6GCPWmpEWFM8tMfGcVjESEAtCgOFc/fPd4yaEiUVFUDoFJBqEhZA/ntxZDgfEdGQkSCmC0+WuySwp3CEFw7h2iUpMAxBEuX8GNstRUSD83FY0QCEi2owRm0pSYSAfPtiRIPXNoz1xCJqeRCFvPLKK7j11luxzTbbhGr/6aef4rzzzoucTnHSSSdhaGgIO++8M2RZ+/5XFAWyLOOUU07BKaecYrZdt25dqG3GqhExfvx4nHvuuTj33HOxcOFCzJ8/HyeccAJaWlrw9a9/HWeeeSY23XTTOJsmiKrgL48+AgDYe58vFTyXFiW0NqZCSYeoqRVxoxycwsFY19o+CeFg3a/17ySkQxLCIcxgM18pOv+/l3woRjCUeuBbDyIhyXPkJZbqDUkQ0JKW0dqQgso51HT+a7wxI4ILElSVIZcTTSlhREmoKkM2y8CY1kZOFRktYdZrcIuW8EvjaILUvRmk7s1saRyClAakDKCOIrfuQ9x884fa8kw7xLYZkKfv435PMAWJZI+OKEJIKDmYKR3OKIlcTjVTN4znDPnjJSUAOFI4/KMlAHimcQDRxEROH8w510mJhbN0AMnICcAiKBiDAK1oZVY/UL8ICnO7xuUNWYvCuh0D10gKIPYMHcWICiCcrLBOeerbTt9XtLaBTS3r5P82BuVDg5qIyGQyaG5KQVaDX48SQiaoCYoE/zb5AXDSMqRgT0VGMwDJFYf0i2aQ9Rlj0ikJolVEOI/Zpc/hJRqcONct1Wxe9UBfX5/tcSaTQcYtfEhnYGAAxx9/PH7729/iqquuCty+qqo4/vjjcfnll+Of//ynWZg/DGEiLaJSVLHK5cuX48knn8STTz4JSZLw5S9/GW+//Ta23HJLXHvttfje976X1HESRNlYsngxAGDa9Omuz8uSgI6mlGs9h6ipFaWIcnAKB22ZMejOvw4/IWHdb+HfljYJSQfXSAifDp1fXy/sF1z+PIarDxFm33GpdqlQzwP7WqRJ1mSoyjgUxrH9cd/Hwnuvx/Jn7samB50GhTFkcxJUXT4YIiKXY0ilmE1OGNESSk4NlBIAEo+WsJLa6ADIyj7gQ6sgDi7BRq09ePe/74GP9oINrrDdJ5QVr0HIdEJsnw5BtERi+oSKMwAiJChMCRQSkmRt54ySgE/qRrJSAkBgGgcQLCZSkgBVsQ++3aIm3OREShLzv/iGlRNAXlBwbfiXUzlEc3YO7wgKoFBQAJqk8BMUQDRJAUSPpgACZEJAxEOY34GTlBVA9OgK8zhcVuHQZpnq6upCU1pGCvYv8zCD9jDSQWFeMiGaSAgjQcIeExCt7kRYwQC4p0x4rZt0yoQxEMzIIiSfiIgwggHI/wDn11ZI1XeNCEVlECLOwqLo7ac7xh6XXnopLrvsMs/1vv3tb+Oggw7C3LlzQ4mIK664AhMmTMCpp56Kf/7zn5GOcd68eZHahyGyiMjlcvjzn/+M+fPn44knnsA222yD7373uzjuuOPQ1qbNa/7QQw/hlFNOIRFB1CTfOP1kAMDdf3jA9XlZFNHRKBVIh6SiHEpdx8H5fJyZK8JKh2KEQ7GyIUguuI1XkhpwV4NYIHlQnwiCNnNPR1MKOZVDZRw7Hn4SFt57Pf77yK3Y/shvQVEZsjLTRYUuHFSObE61REfkUzhUlYGlRc8UDmfBS7doCSZaajoUEy0hpyG0TUPjuBn4yXm74qQfP4XBdYtt54CrWSiLnwPAAEGC2DoVYvuGENtnQGibBte3viM6QoQEFSoki5hwExJQUZC2AaAgSkJblk/dAGBKCWvYdhgpYU3hABAYLQFEERNADuGiJnL6OlYxYVypsHLCWL8JenSCvi3jO9ApIJIQFNoyu6AAyiMpkpidI0lZASQbXbHdTruioaEBV111FR4ZlCHDe0AZThQEC4cwM32UXoAYSLFrcBRT/BEoXapERm+TSYmQ9fMeVzCYbb2iTPXdCx7bIoAlS5aY42kAvtEQ9913HxYuXIhXXnkl1LZfeOEF3HbbbXjjjTdiHdvChQuRSqUwe/ZsAMAjjzyC+fPnY8stt8Rll12GdDodeZuRRcTkyZPBGMOxxx6LBQsWYNttty1os88++7gW+SOIWuDZZ/4BANhpp51dn09JAjoatI+On3QoZZRD2LSKJIWDcx/O44grHYoRDsVEMkQN5a+EXCCZUBzlmtK0nCjgaJQldDRKuogAcpYp9BolBqRTGFUMAcG0FA6VYzQlmlJCZRzZrIJUKkQKR8iClwCiR0sA7kUvdbEhZJq1FA5rezULsWsWWP9iIDcI1rcYrG8xsASA3AB56m6QN/DPfWWATTJIFjGhMtUUEqJxE7W2lSSoYFBVq5AQwJhqi5KwPg8gvJQQRaiM5wfyAdESQHQxkbJIDb+oiZRkbWddN4KcQH7WDHDBP3oiYUFh24e53F1SeN0vIkkK/bXEFhVAcFSFIAQWthMEAYFjakSTFYC979DWKEOFZE7J6oW3bAAM4RBOEgS3KU5+WI4nAflRbOQCUNr0CED/IY0DYECDLEIVRO+2AXLBbdueyAGfgTFMW1ubTUR4sWTJEpxzzjl48skn0dDQENi+v78fJ5xwAn77299i3LhxsY7tG9/4Bi644ALMnj0bixYtwte+9jUcccQReOCBBzA0NBQrdSOyiPj5z3+Oo446yvdFd3R04JNPPol8MARRaT784AMAwBZbbOnZRpIENKfFgtSKJKMcqlk4AMHSIYpwSEo2FDPmLLVkqMPxcCDllgBc/x1cQrRUm1pDEgWkRQkdDTJyTBMKIwrDwedcib/84mK8+cBN2OuUH2Ikx6AYIkJP4UjnRFNKqIwjmxJNKWGkcORymozwSuFQVQYlpxRICQDxoiUATUyoCoBUPlpCH5hDlOD80VVo7EB6k4PAlRz4aA/YwOdgvYs1MaGMAJZUDTawCsonT0Hs2hhi58YQ2qbmIyZECUxV3aMjIIFBiwCxCglbGxchAXAzSkKSRFNOaH8byzVpYc68oSKUlFDBCwbwVjEhiwJUpkISBSiqNkBRGNeXO6IUHJEPdjGhRU04xURO5QViwoia8JMTTF+u/dosQGF5aV8QPeEiKGTL5zmrctv3GsBtg65CgaFJCufAzCuKQtt3cZLC+rrcCIp4KHZ2jjCiAoguKwC7sGhOS1AFKYREkMyIGz+SkhH+okE7nqB9JSE94kQsAMWLBTf8xILIOZDVUjOYIHqKBd/te3w+PGUERUQUzWuvvYZVq1Zh++23N5epqornn38ev/zlLzE6OmpOJQsAH3/8MT799FMccsgh5jLj3izLMt5//31svPHGvvv84IMPzACEBx54AHvttRfuvfdevPjiizjmmGPKIyJOOOGEyDshiFrh5HnHAwDu+P0fPNsIgoC2tNbRDYpyKCatIuxMFYV/2483SeHg2iYh6RBm8BhnfOklGbiZShN9o/Uwzq3nwXq90yCLaG+QMaoy5FSGBlnEl444Dn/5xcV45aH5+PI3L0SDLJqiIqdyjCoMGVk0pQRjHKOKaEoJI4VjNMdsdSUKUjiYCCUl+aZweBW8BOTw0RKSMcLNAJx5pHEAgjwBYvMEYPKO4JyBD6+GkOkw27CeRWAr3wJb+Za2IN0CsXNjiF0bQezeFELnTLN2hAr9F3SLmAAAhvzAxqwh4SEkJEmEogBWIaGJisIoCePcan/bpYQkCoDKbVICAGT9ORVcm0ZU0QfUKkJFS1jFhCR6p2SEFRNAYdSEsb52DAyC3tkdVRi4KBRETgCF04mqcI8IARAiekI//yEEhbbPcJLCKSiA5CUF4C8qQsmDMOkfIaMqANj29/c//wkjIyO4//77MfuUSzHKBMA9GcpEZUBDwGgjF7ZGQ4h2OTW4/kASIiJIeBQjFIBkUyH8ti9yAcgCDSkBTPAX+X5RDn59Kefxcbm+a0SonGuCJ+I6Udh3333x9ttv25adfPLJ2HzzzfHDH/7QJiEAYPPNNy9o/z//8z/o7+/HL37xi4LaFG5o05Jq7/unnnoKBx98MACtrsWaNWsiHb9BUcUqCaLeWPjaqwCA2T5T4MiCgAZZKjrKIWwdh2qIcPDajtu+nMcSZhtB2/MjyWiGah+bkzwgAC0qq0mWkJb0CAddJBg08lHIjU1a6gbnGMlxNKREU0pYIyQMKaGoDFmFIS3b60okmcIBIEK0hP5/uhFgWdiiJdyKXkopCACE9hnaY1mXxe0bQN5oLljPJ2C9nwHZAbCVb4KtfBMAkNr525AmbwumqhCG+7Xoi8ZOU0YAsEdHOKfVM9qp8BESAmBZ7hclYZUSWvoGN6WELAnI6m2ckRJOKSFLIrL6tvPyoTBaAkCBmPASC04xAeTTOYx7k9v6gt7BVpmWYKEyZn7nWCMntPcHCyUnAK3jbrsnBkZP6NfD8Z3h1i5sFIWGx6DKZ5zqJSmA4qIpwogKUQwe9HiJiuVLl4BzjhUrVmAHWURacD+iMBEQQP44GgJkRn57PudNf91+0iOM8AgnOzgyIQbTUWQCkGz6Q1ihYHw+M7IILoiRhELY48zvV2tQ7yKiHLS2tmLrrbe2LWtubkZ3d7e5/MQTT8TUqVNx9dVXo6GhoaC9UUbBudyLHXbYAVdddRXmzp2L5557DjfffDMA4JNPPsHEiRNjvQ4SEQSh86ZevGVHj9oQBtogQC4qrSKocGSYWSqs+7RuO/+cm3lHcBuPL6+oUQ5JCYckRIPbvoxlglAeAUESgUgCQdAGZg2yBMb16AaRQ+EivnP1r/DLC7+Nx279Kb5+wU+QUxlGFI4GmZtSwqgrMeKIkFBU5l5XQlGRiZnCUVS0hKjXg0hlAGOKQK+il1ZkywwakgyxbQrEDu2XHs4U8P7lYD0fg63/DGz9pxA7NzQLWeYW/QPKe3+B0NgFadwmkMZtAnn8puCdMyCnG7SZM1x+BTUiJ6xRFH5CQiMvJLS/uRkloeWWM1uUhFNKMMmQDIgtJQAEpnH4iQkA+n79xURa/4V+RGXm9IDWlA5tO3Y5kbJ8WTnlhLXoXxg5AaAigsIrigJASSQFULyoMEuieIiK4aH89J0NkgjuMZepmwwoJurBSy6ESvmwvBY/4ZGU7HAjyXSHoPW0/QWsa/3hSj/fxvUMkgnavv0bBWVeUGZGeVi8eHG+zlEC3HjjjTj++OPx8MMP46KLLsImm2wCAPjTn/6E3XbbLdY2SUQQhM68rx8DALj9jrt920mCgAZZ9K3VUEnhECadwm07bvuyEjfKodTCoVLjexILRKWQdRmqck0YKIyDcY59v3wEfnnht/HsQ/fgjIuvgSqJaJAZVA7kVGYKiJzK0ZASLMUuOUZyDA0pbqsroUVI2OtKaFODMqTT9qlBVVVL30ilDCkhQlF4pIKXQH56UFHSq29nmgFkvGtLAJqYkFy6M1ZJIaUgSCkI4zaFOG5TbV+irN0bjXaj/QAE8OF1UJYsgLJkAUYBQJQhdc5A674/hNTYCqYycM4hSZJNTDijKAQ9usH4xTyMkDAwhET+OfNF5f90RElElRIAPKMl7M/lB/tWMWEuCxATo3pog6Lmw3qNQZT3dpjtu8wqJ9zSOvzkhHaq/KMnAHfx4PbDreIykHcTFBpeo36fwUFMSSEI/pEOQekYYaIphoc1EZFOp9GUzhc3DINRWS4XWMPBce18mjuFQNKyI2pkh0G5JIL7+r5P6/vPNzJFRMoulsLIAudUo97H5Limcpi5YWoXVeUQQ753rOsUy7PPPuv72Mkdd9wRafvbbLNNQXoHAFx33XUFqSBhIRFBEDoffPA+AGBj3fB5IQgC0rI9DcNYDtSGcIgjG7y2FbRN2/pVLBtILBBOAqvbVwKuDXgaZBGca79iqyI3pYScSkPJZaEM9KG5rQMK10WCJEJhDA0p0ZQShoBQOUeDLJjLVH15JmUvdqnVlVCRkd3rSqT0WTnipnAA+YKXsqAP6GUJIhOBlDVawpLOAeTFBKClazhxCAkDwbJclCSkt5+H9LbHgK37BHzdIqhrP4K65iPw7ADUvuUQ0s1m+/7nboLSswSpcRshNW4jpMdvBLl7JlKNLbqAsEdH6HvRhIHCIZu9r/xz9r/tONM23KIk4kgJAJ4pHAAKoiWAvDwwpIR1GVAoJlKCHhGhMEj6d6dbOoffdrTn/OWEdeDklBNup7VATqCwUxw2esLYZwGe4zS/wbj7SpIgeNYukEUBftkWxUoKbRsCRkdGAGgREbIohh6I2vcVeRUA+WKifljL6PsLj3CyI67ocCNpgeC5nZDn17x2+uczLYn2Dqx5XOE2GKUPRf2t+iLMrB1ekIggCAAv//tfAIB95+4X2FaWtBt40EwVpRIOlYxu8NumbRsxhEOpvpe8Xs9YmWUhKapyUG7BOD5BEKr+WItFkjQZyhggi1rKhSElrrjpTvzom8fijmsvxg+vvdmMlsiqrEBKqByFAsKImHApdqmoWoREmLoSWvqGakqJqCkcaV0SpBsyyAnac0gZAsMiJYB80UvAXURYccgHA8G4Z4kNSE/eGpis58wKAOtfCWGkx/a+yq3+CKx/JdSexRj58FljK5A7piA9cTN0zT1HkxGSZE776YyO0Kb8zBerzA9AvYWE/XnzldgeGR07xWM7BVICgGwcl7Eusw62jYiGwgJ8btESTozNqAxgltGkUQATCCcmgEI5YT0Xfikd2mtKRk4Y23LiFj3hLjIK92sn+SiKYiUFoBWqMyIiMpmM58DVwGubkjOdKgQq45EHLBn9PhdpPwGeIbzoyFMSeRCC8AJB22bQ9TSPIeL3q9v7X0kwXYCobUhEEASA4445EgBw829uD2wrCgJkqXqEQylkg992C7YVQTokPT4cywKh3gfbhDvabDxasUKI2uBA5dyUEvvM/X8AgH/85f9w2fW/NaMl0vqv2sySyjHKmE1KGDNwWAWEX7HL0ZyKdIq71pUwZtew1pWIksKR0X+lS2VSSAtaCgRnHHKqcHpQrWE60nkUHPctyU1KGMs7pwKYalveceAlUNZ+AnXdp8it/QTK2k/ABtdBWb8UQiqjVWUUtOKca/56FcA50uNmINU9Aw3jZyLdPR1AIwB4REe4PXZSnJDQXqD+vzGosqZmGOsHSAn78xpWmTDKmdlO5dwhEiwjP8v41EtMOAmKmnB+sSYlJ9xSO1wjIhA+vUNrK/hIAfeVJEH0HvT7RFEY+/PanfHyrNseGRkGoKVmyAEFlqIMWJWg4pkRwiisxxtVeoQpVGkQRnSUQhwA0fs+vtfCKFpruZ6u8ixoHxGOP0rbWkRlHGLE6Jko7716gkQEQQBYvmwZAGDatGmBbQUBZmqGdZmBn3AodzpFpQpGJjVGrifRQOKASArZiIjgHIwDAhNsUqK9swu9PevQu3YlusdPAlCYwqEwjjS3yAl93VFFtdWUyLHCYpcjiiYjvIpdetWVMKREmBQOGSoABelMCsZsfP61JeJ14pxCAkBBrqu1jTlrRss4pNomABvubC5Th3vB1n0GzlVzHa7mMPzZ6wBTMPzpq9atItUxCc0b74QpB5wJQJviU+AqVMi2GTWMdAxnQcvCqT/dhUOhkChsY6tyqG9HtrTxkxLW7blJCQZj1gwOVXBeJ6tE4A6JYD2m/J9+YqJwm6zwe9e5oGAw6fJFHWI86dWhDhs94dVWa+8uKCRBgMrjCQptf9FSPdJpLSagsbFR+xEmoe+1dIjtsJDTGxYjQKIKj7CiI1Fx4EIccQDo11nQJihOSQKEEOIk7r6M/QFALkweCjEmIBFBjHkGBwcBAF8/YV6o9qIoQBDc60MYVFN0QymLRRbbB6kl0UAigagWBEGALGmF5RjXJIRVStxw6z049egDsWTR+5g0aQo459psG1yAl5QwIiUyomhKCUMijCjMlr7RIBfOwJFTxYJilwrjyOZUqFwsqCthnRqUMbEghUPmIgAFDU0Z8BxC1ZawEkdMuEkJ53Sd1grk1uckSYLU0gW0dNkjKuQUJh1xFbJrFyO3bjFyaz9Ddu1nYMN9yK1fDmWgR68ZIYBzhvduOBJycycaJsxEw3gteqJp4kxkxk1HKtPgKiM09AKOupAw6kdYMTp8Wj2ICFESyEsJo5ZEIT6SAxwQ9fePY9YHZ+qFPXffPVpCW9HlEDxxXlfHwD1QTADO1yT5Ri7kkQXBdQDtLifc24p+UQ0e47lSCYof/uQm/ONvD2K//fbT+kJl/WXbe19+UR9+FCNAosoCK6WOOIiyPy4IYHobt35OsdELbv28Wur7EaWFRAQx5mlubsZQNvyXmBYWrd1Ex4JwqFfZMJZqChD1hXEPUgVAnxnRJiV22X0PvP15vzmesqZvGFIiBcG12KUtfUOfFtQqEVQOjOSYLX3DOQOHUexScURNWOtKGNtzmxqUMQ5BFQEMo7FBBpe47ywcAMzICKBQSmjnJ3yuuNd0Z04p4Rc5YX2ucfpsNE6frS/XIwcG10NZtxhCOp91nutdBTY6hOzoELLrlqLvvRetB4VxOxyCmYd+Vzs/ArDuvVfQNGE6Mh0TwCC5RkdYC1oqegK8n5CQdMmhPdD/EwQoPlESzik/FUdkBtdFhOoiIqxTgxbiISUsxwYgopRwbhcIFBNAYlETQDJyAvAWFH7pHcUKiqQo5ld1N9J6JEPYqIlo+B+rX1RJXJKIOggL5wIUaO9LQUymZpbntLXm8/Xd51IYgxCxPknUeibl4txzzw3d9oYbboi8fRIRBBED2RG+F6VYZD3KBqA6vlhIKBBjAS2VV4AsCKZkkCTBVUp4pW/ElRIq52ZutNu0oEakREGtCcYxklOhMtG/roTeVmLaZ7mxKQXkUJDC4Sx4KbN8d8YqJbwiI6xt/PCakixqSofkGNymWzuRbu0EAH06TyDVPhGzzvkDRld/huzaxRhZ/SlGVn+G0dWfQh0ZhJRuMtcf7V2N9+efr+1HSqGhazIaxk1D4/hpaBg3HR0bzUbLlE1s0RH5mTC4HlFjncaTmbNsAHkhIUn5Qa1NSOipIkBeSBRidKw5IOs1IpxCwYJVSkii4JihwJ7iaJtW0TopiiDYnnOKDud2U6LgMmOCfUFKEguLGDoGDdZzZ92X27SObvUQ3OSEn2gA3AfdQet4pXdozxUOhIwBpXW9/Q472nW/1UAljiMddxoQC6WIOggL19dNi5JtJqFSHk819BeJcLz++uu2xwsXLoSiKJg1axYA4IMPPoAkSfjCF74Qa/skIggiIoKgzbRgfeyGl3CoZdkAVOYLhAQDQeQRRS01Q5tuT9AkA1ARKeE1Lah1Bg6z1kRKLCh2aURKOOtKCFx7TQ0ZGVyCWdjSWlfCWvASABSF668535lWPVI25FRh98dPTgTNke4uJpxpHfk2hnywPydAau1GQ8d4YNMdzOWcc+T610CW8zOCsJEBNIyfgdF1y7Q6FKsXY3j1YvT8V3t+6l7HouUwbSrqbP86fPDHn6Fx/DQ0T5yOpvH6v85x5njaiI4wiuuZ037qI/AwQsKatmGNkjDqIagqByS4tjGmA3UjrpTQduq6SU+cYkLbvr+YkITCXzPDiglt/UI54RU1EVVOGAPzpOTET87/JtavWY1PP/0UG224QyID/3ovXOhHOaIPguBCfjr6JPtafte1mLQWorw888wz5t833HADWltbceedd6KzUxPpPT09OPnkk7HHHnvE2j6JCIKIiCQKts6bZzufGy3JBjskGggiHIIgmDNnQNAGNrKESFKC6QUDSyUlgmbgMJY5i11a60oYx9zSmIKkwndqUEATDpkMbI+112xJJVDsAy7mGJzJKfso1ioxnFLBD7fvBad4cGvnJS4EQUBj50Tb8qZJG2Gb790JUWAYXb8KI2s+x8jazzGydilGVi9BywZbmO0HVnyG1W89W7B/KdOExu7JmLnvsdhg90MAACPDgxhZ+Rkau6cg3dJuzoxhREcA9lkkFJWZbewRFvmildYBuVVguAkJwC4l/CIa3KWBIxrCOoNCAtESTjHhFi0RRUwAhSLAS0wA0UWDl8zwW8ftmIzj+s/CBVi5bAmOOeLgsqYPhKVWf2kvViZo24j32rnLeqW4Ptbd1OhlCg1nhd8vYdapdq6//no88cQTpoQAgM7OTlx11VXYf//98f3vfz/yNklEEEQMjM5WEtENYyWNgmQDQSSD7iAAWKKzIkgJY4xUTinhNQOHtdilISIysghBFwgtDSnIKmx1JdymBgUkcyYOwN4JNIRCKlW4zEphxzGZyu5uYsJNbAS1KxQXAgAJDV2T0TRuCoCdXNdrGjcFmx7xXQyt/hzDq5dgeM3nGF67HOroEAaWfQyWGzUlQt+SD/Dvn52hbSPTiKZubdtN3ZPR1D0Zk7fZDR3TN/WVEcax5kWDdhwq4+Yp9RISZjsUComC5yxCQntOf+36PgrWtUR0WJ832gRJCes+jP2EiZYAkhcTgH/UhLZPh8wISOlwW8e6nsq5bfpOxnlBAEoYKpmGUA4qKRWchDnXTI8+k0TB98c1oP4FAuFPX18fVq9eXbB89erV6O/vj7VNEhEEEZGwqRlWSDYQBJEk1g6jMfgLkhKcc0AAVL1ZHClhFMJLQkr4FbvM5bTjakxLEJngWldCZRxZRYu9N6IlgLxkcEZFqJYRolM6OMVE1F+zwuIbRRdCTjinFwyKqpAkEVLnREzbS8vrN76LmJJDdv1yDK9ZhpZJM8326ugQMu3jMNq7BuroMPqXLUL/skXm83KmCR3TNwUArProLbx2++Vo1kVF64SpaB43BS3jpqB5/BQ0dXRDcKQSWEUCYJcYbkLCaBdGSADxoiT8tu+1D62NfT/adoKjJbTXapmRxJIOY2vrIias3+tWOWENdQ8bNWEdpHqt41wvq4uITCZjrleuugxJ9mmSkAXx9ltdqSxWqW39Oy5hX1+11BQhovGVr3wFJ598Mq6//nrstJMmvl9++WWcf/75OOKII2Jtk0QEQcTA7R5KsoEgiHIgiQJs4wZLn9opJYwUeU1KaIMno8hlXClhSI1SSAkjUoJLMpAF2htljDDRVuzSOgNHOiWaUgIwBnhSvpCiPhL0khTGOUul8idRdYweSyUlDDzrCXkUwQuSD27LnN9P6Uwa6Ykz0DJxhm1747faFQdc93eouVEMr1uJobXLMbJuOYbWLMPQ2uVo32Azs+3gqiXoW/YJ+pZ94nqcO518EWbN1QTIkiVL8PITD6OxayKaOsejqXMiWsdNRFPHOChImTICcE/r8BMS1teWY9wUBdrzxuuH+/oBURKuxxBTSmj7s7TzkRLW/Vr37RYtAcAzlQOwSwYvwaDt219McM4x6hAR1rZhB5fW61tOyiUfiu2XJXFuku6mVXsUSrWhqBwFFjLMOlXOLbfcgvPOOw/HHXcccvqvBbIs49RTT8V1110Xa5skIggiIhIEIOQXRbnscpKQaCCI6sb6yxXnjvuE3tc2Bs+adNCWqYAtSqJSUgKQoOjrG+kWI4pdSqgKB7JAU1pEikuuxS6tdSUMMQFI5mCtUFDkoyOsnT7rgE8rgpn/241KiQnAu1aFq4xwbMc525PbvoyBsJTKoGXiBmifPMOxn3z7ibN3w94/uBmDq5djcM0yDK5ZhqF1K/T/V6Kpa5LZdtGiRXjr0TsKD1wQ0NDWid1PuQib7v7/AAB9q5Zi6dv/Rlv3RDR3T0RL1wRkLPUqAE0YBIkCp5CwnqIgIeHaxrEfv31p7az709ODLAuLlRLW43Yee9RoCW3f/mIil8ua0+Cm02k4iSIkyi0jkpQQ5UybCCLJ7pokCIlFKgT1I6mfWZs0NTXh17/+Na677jp8/PHHAICNN94Yzc3NsbdJIoIgioRkA0EQ5UZy/GIMOKSES5SEKSVcUjfKLSXSgC1aIiPnpYTKASXHgQEtImJYEWw1JfIRFPZil4BkPra+bqugUF0EhHXwZytu6SErrHjJiqTxK5bpFY0XRjwA9gGv1zad0RmSIKCptRNNW+5s2Z9l4KzkbNuYMmUKtj7weAysW42hnlUYWrcKQz2rwFQFI73rIKXyv7CveO91PHfzJfb9pTNo6ZqAlu6J2OnoM7HBnF2RUzmy/euwftlnaO6agJbuCbZf6oOiIwC70AC8hYStTQJCAnCXEtbTXGopAXhHS2j7t6wnChgdHjYfW8+zk7BCwpmKE4S1Lkm5qQb5UKoo2mL6g9SXHJs0Nzdjm222SWRbJCIIIgZR7700CwVBEKXAKiSsH3trHZtqlRKiub5LCof+XGtaQiYluKZwGDNwGK8/Z0nDUCwSQjWiIFwFBaDywrQMlXGk9R6Ss9CgLSIi5S4uyoGbaLDiFVkRRjwA7qkhbt9lskOSiKIA0fGL+aabbopdp+0HRX8zSqIAzhhG+nswuG4V2iZOM9s2tLZj+rZfxFDPKgyuW4WR/vVQs6PoXbEEvSuWQM2Nmm0/e/1F/O2GH5iPG9s60dI9Ac2d49Hc0Y0vHPJ1bLD5HADAUO869K1egebObrR2dkHSp0N1igagcNDrjI4AihMS2jbDRUkA+feg89qVU0oMj4ygsbkFSi4HWZb1fXtHNpRCSLiJolqgkgIiqXNF/crwaN+B0b4P3GaqqTYGBwfx05/+FE8//TRWrVplRkgZLFq0yGNNb0hEEEQCkGggCKJcSIIAFVqnxei72AYhNSgl0hLsKRz662tMSUgj3Awc2muHQ07kCwEqTgHhEBTWc6JYfrl2ExXWc23gJS78CJPmEVTJ3ombaLDiFUHhVZMijHwAvKItBMiwLzf2L4giGtu70djebdveBtvtgY2+sKf5WMmOYnDdKgyvX43BdSsxYZOt8xsTBLRPmo6BtSuh5rIY7uvBcF8PVn/yPgBgiz0PMiMjPnrlOfz5+h+aqza0tKOlsxvNHd1o7hiHPY46GdO33A4AMNCzBuuWLUZb1zi0dHQj3dgMQRDcpYWjTgVQvJAAokVJGMehbb9QqmjbcciFiFKic9wE3PvShwBTIHz2GowWQSLBT3DYjieikIjS71I5q1iByrgSohoERNJ9TeMtG3CLIqqU0047Dc899xxOOOEETJ48OZH3B4kIgoiIIAglFw8kGgiCCIP1VpGElPCbecNNSnCubaZoKcE5JMGIUODICQwKgEZJBBOkUMUuAZhiwvxbPy6rnAAkW/QEgFCSwnqerG3Nc63vNw1vceGFV+qHH1ELJAPesgHwHri4SQcDL/ngun1RAHdICbdtO9eX0xl0TdkAmLKBbXlKErDl3odgy70PAeccI/3rMdSzCv1rV2Jo/ToMrV+D8TM2NWUA5xwtneMx2LsOnKkYGejFyEAv1izRfsXb9oB81fcPXnkeD16blxapTAOaO7rR0jkOLR1dmPv1b2Hm1l8AAPSuWYlViz9Ge/d4tHZ2o6mtE6I+0nKmhwCF9SoMciorkBGAJiTcLpvCmKt0iiokgLyUcAoJINnIhjDbCiskokZHqJzp7et/FFxsHzXJPihJh/rh73//O/76179i9913T2ybJCIIokKQbCAIIi5GR9MazhlFSngVuQRiSAkkLyVEUdVEhCxBFaTAGTiAvJgA/OWEdi7y7Yxzoz1vn0pR8RAPWupGsKyw9rKc4sJJ0qG5UQYjfrIB8I/K8BMPgEN+eewraBtWnBEJgPZ92tLRhZaOLkzYcPN8W8v6c/Y7AnP2OwKcMWQH12Nw/ToM9KzB4Pq1GFy/FlM3nmW2FUUJnZOmYXD9OmRHhpAbHcH6lUuxfuVSAMDuX/m62faDV/6J+6/JSwtBFNHS0YXWznFo6ezGASedjVnbalPdrV76GT5+61U0t3WgtaMDzW0daGnvRGNLGyRZ9pURQKGQ8ErZANwjNbRtFSckwAGp4FnrMVW/kIgqI8pdn6KYXVWLhBjLAkJVGYSI9YPKVW+oGDo7O9HV1ZXoNklEEESJINFAEEQpECwCwNrpDCslnFES1SglVMgYBJAWJQiSHDgtKABTTGjnIh/y7kzXACxCIqSg0NqIBcsUxmEt21cQJWFL3XAXF1ZKPSOHlbApH0EDQb/IDFkSIelB/Fo0Rv7NFUU+AO4Cwre9W90LEYAoQm7vQlN7F8bP2MR129vOPQzbzj0MkiAgOzyEgfVrMdCzxvx/ysZb5F9HOo0JMzbBQM9aDPX1gDOG/nVr0L9uDQBg76+dZrb96I0FuOfqH8CNxtY2zLvoOszZc3+kJBGf/vdtvPTXB9Dc1oHm9k40t7Wjpb0Tre2avOgcPwnphgYA0aMjgOhCYtF7b+PuX/wEU2dshDOOOQyM224VhdsIKSSSqiERRUhUu4zgPPkpOAmiWK688kpccskluPPOO9HU1JTINklEEERMSDQQBFFNuEVJAIVSwi91wyoltMgE7W/rANmQEqr+OAkpwQV9fV1KCPp+M7IIQRShMO25tAhXKQHAFBPGsauSMfC3R01or1t/HEFQNMj2dazrGW0zcqGs0I4h/9gQF34REnFSNZImbOpHUDSFMYCURQGCR70IN7zEg996bvJBax9jH/rnIN3YhK7GJnRNnu66znb7Hort9j0UkihAVXIYWL8OAz1r0d+zBv09azF1ky3Ntq2d3dh8pz0w1NeLwd4eDPWvx/BAPwBguL8Pclp7d+RUhs8/+i/+8cCdnsf3jSv/F7sccBgA4N0FL+DBW36GlvZO/V8HWtrzERebztkBE6doBUGZqkIQRbMP4zfAVjg3ZUTP6lV481/PYWD9OuAYbb9hIxuKjY4Isx2DsMIgTqpGHBlR7qlKq4GxHA1Rz1x//fX4+OOPMXHiRMycORMpY65rnYULF0beJokIgogBSQiCIKoVrygJALbUDCChIpcIlhIq55AkwUdKCGBGZITAIek7lEURgihY0jfgKSW07dnFBICCqAkgLycaYMgJwZQNVjlhygeLoGjQz4u2zIgyCRYV1u0A8JQWBn6RE34EpYBYCZIIgetHGGBp77Vo0Q759dzxEg/aet7HEkZARFrHSEORU2gfNxHt4ya6Ht/Wu30JW+/2JdvxqUoOg329GOrrRcd4fT1JxLRNNsdBJ38HA73rMdi3HoO9Pfr/2uPmtg5zu2tWLMXH77zueXxnXnWTKSJee/5J/OIH30CLLila9AiL1vYOtLR1YPcDv4KNt5oDAOjrWYfPF32AtrZ2rF7+OQAgnWko2H5QZMP/b+/eo6Qo7/yPf7p7mBlUBhnkfhFQFBUFxcsRj1yOeFvXXc4mxjUXQA2b3QUji+sRMYrZqCMuxntGjRFclaPrJppdNxt/ig7EeEMuOZooyipCUC75JZnh8hNmuuv3R1M91d3V1VXV1VXdPe/XOX2Y7q7L01092s9nvs/zuOmMB10dUa6hGmGFEX6rIqJc5hRptTo0Y+bMmYEfkyACAIAqYw1DDaNwh9XP0A0pmFAiETfPF0sPxZBchxJdh87XKxFTPBHPVEpIUl3cyAolJGVW4LC+TrNiot7ys+Lpv/LWJ+zDifT+6fZYqydyQwa7kMI8d6Nilse6gwrJPqzI7FsgeOj0OOFlXdxpBL9/fibHlKTGeFxKpTvlhTqabo7tFDqkj+Gwr4/gwdW+AYQkibpeamo+Sk3NRx06X/rJUSecolEnnJLT1u6frb/3J511rq6561H9vz3t2tv+Z+3t+LP2tv9J+9rT//Yf0r086t72PymVTKrjT/9XHX/6v3ltO2b8qZkg4sMNb+vu676d9Xx9Y++Cr8tJUGGE22OVc6hGLXf2DcPgj22wtWTJksCPSRABAEAV8xpKFBu6IQW7HGj6eGYHPpa98oZNKJEypMSh2t66unRFRPfwjXRQkBtK1Bnp+QfMv5jmVkyYy4NK3aXgjuFEylCDZc4J87zWCor0dtlVFOa+diGF9b3PrqrIXInMMa1yj19IJQznsMpUCRiGlDp036GDUyxo6D6u8/NOwYFUWvCQPr//1+AclhRZdjXn0Nbf+/6DhmqQJWxwcu4lX9GEydPSgUX7nzL/7mv/s/bv6dCIY7sn7UwkEho66hjt29OhfR3tSiW7dOrkabbHdVvREFQYEbRyhxE9qSoilWJ4Rrm1traqtbVVW7ZskSSddNJJuuWWW3TxxRfbbv+zn/1Md9xxhzZv3qzOzk6NHTtW1113nb71rW+F2Op8BBEAANQIs3Pip0oivX/3z3aTXFq3CXSSS0soETekmJHeLx6LKRGP2w7fSLdfWdUW5hCOXoplV0xYgonM/QLhhJQ9rMP6PpkBRXrb7goKs1jdLqSQ8oME870sFliY7IOLbMmUv46Hm5CjEDfhQdzoniOicEWEh3MWCQoyx3TRESsldMgco4TwId0GbwFELrtJKrPPn32Aul71ah44RM0Dh1jOYX+SSVMv0KSpF2TmiUh2daWPt3Vd3rZuwoMg50oIes6I9LaEEelzUhVRilTK8DzxsNfthw8frjvvvFNjx46VYRh64okn9Nd//dfasGGDTjrppLztm5ubddNNN2ncuHGqr6/Xiy++qCuvvFIDBw7UhRdeWPA8zc3N+uijj3TUUUepX79+jp+LP/7xj55eg0QQAQBAzSl16Eb6GOb+h7Z1OcmlpJJDCbNPXRePKZGIZSol4rH8OSW6V984dHiHYKJQ1UTmfk44YQ7rMO+bryu3gsJ8T+yqKKTcoEKZ12yyq3qwq3BorCsSRjhca1Pu/n6HXLgVz3x+sjtUbgMFO146WK6DiwBCh/RxirWneEe31PAh3Q4XbXUTHli2SdTVSalk3jZBhhBuqyF62gSQ1YaqiPK69NJLs+7ffvvtam1t1VtvvWUbREybNi3r/rXXXqsnnnhCr7/+umMQcc8996hPnz6Zn4MOqAgiAACoYWHPJ+Fl5Y2CoYQ5NCMek2LKVEqkj5MbShwazqF0YOEUTFhfT92hv9RbqyYkuaqcyAsopKwhHrnvoRkq5AYV6e3S/3YP+zB5H6pRbHhGZ9JQoi7YL5KFwg/zMxA3h6PUxZXyuGSiHT8BhpewJaghIpnjBRA8SMGFD+nzeQsgCgk6NIhiSEY1oCqi5+jo6Mi639DQoIaGhgJbpyWTST333HPat2+fzj777KLnMAxDr776qjZt2qSlS5c6bjt79uzMz3PmzCl6bK8IIgAA6CHcDN2QwptPImsbSyihVHd7E/G47fCN9HEsoYRhyJyn0S6YMJcHzTyuQlUTxcMJSUUDCuvjZkiR3i+e9746BRXpc2bfzw8tTLG84MLUmTI8Vz+4mXeiV4GVMDItModmJGIySujYlFq54TZg6D6fh2N72NhtjuImeJCCq3yQ3IUPJjdvp5eqhXJVQnjpiHsZluH12Og5UklDSZeTDFv3kaQRI0ZkPb5kyRLdeuuttvu89957Ovvss/Xll1/qiCOO0PPPP68TTzzRdltJam9v17Bhw3TgwAElEgn96Ec/0vnnn++6jbNmzdL06dM1ZcoUHXPMMa73c0IQAQBADxPk0I30MQ5tX2A+CclbKJE0qxYSZnmv85wS6eMc+jcnmEgdCiEkS3WEZY6JrMcPvRCncML6XhQLKNLtKRJSHHo/nIIKKT8UKNShLfT9N+FyeTjrZl4771Zm1YYZRCTi+UFEKcf3yu9KpV5Chsy5PLwst4GDFGzFQ+b8LrfNBAUBBhBeKyA8LRfr8dhhhBB+h5P4zTsISqrPtm3b1NTUlLnvVA1x/PHHa+PGjWpvb9d//Md/aPbs2Vq9enXBMKJPnz7auHGj9u7dq1WrVmnhwoUaM2ZM3rCNQurr69XS0qKrr75aw4YN09SpUzVt2jRNnTpVY8eO9fQ6TQQRAAD0YGHMJ5G7TdH5JA7tH4/FMu1zM9GlZRqHrGVB0/9mV0xI+cGEWTWR9VxOOCF1D+uQ7AOKRCx3+IVzSCFJ8ZygIZXzHnfFsu+7DSxMxTrHZoDRy+Xqn/YVGZbzxbPDn8ZETEZE4/r9hAm5/E5p4SVokLxXfpQjdJC8hQReO9jlPHa5Awg/55DCDyFKxbCMaDQ1NWUFEU7q6+t17LHHSpImTZqktWvX6r777tMjjzxiu308Hs9sP3HiRH3wwQdqaWlxHUQ89thjkqTt27drzZo1Wr16te6++2595zvf0ZAhQ/T73//e1XGsCCIAAICk8IduFAolzHklYrH0F3jzWOY0eU6hhNmuwsFEd0fIOseEuY3ZWcutmpC6O9XptudXfXQHFPGswMH6PvkJKaT8igq7baT8wCJzXoeOUDJlFP1CmDtkJFHnsgN3qM29EnEZIc5eV8JcmI68BgtWfoaX+Or0etzHz9wMiXhMsQqofJD8vUeVHkBIpYUQpVRDBBFC9OSJKlMpQ7Eyr5phf4yUDhw4ULbtTf369VP//v3Vr18/HXnkkaqrq9OAAQM8H0ciiAAAADnKPXRDcg4lug49Fo/HFI/H8lfeUOFQQnIbTBiHhnDYBRP5wzkka+VE/rCO9Gvoft4+oMiuoDDbZioUUpjiseJBRG5lhdO2UnpISMKh156p8og7l0oUnk+ie8hJrfROglhppJSOotegQfI/EWRuR9pQTE61MH7O46ezXsnhg1SdAUT63IQQ1eDGG2/UxRdfrJEjR2rPnj1auXKl2tra9NJLL0lKz+cwbNgwtbS0SJJaWlp0+umn65hjjtGBAwf0i1/8Qk8++aRaW1tdn3Px4sVqa2vThg0bdMIJJ2jq1KlatGiRpkyZon79+vl6HQQRAACgoChCCfNYmZUXnFbekF0oIfkNJqRCwzm6wwm7yon0cS2v2UVAIbkPKaTiQYWUH1bktt2qK2WovkDHwwwunDq9XdYQpVCYEcsPItwsM1rJgh577ydYsCpltQm/HWbrsKlyn8/v++0neCjlfFGFD1IwAUSpIQQBRHh27dqlWbNm6YsvvlDfvn11yimn6KWXXspMPrl161bFLRdk3759+sd//Ef9/ve/V+/evTVu3Dg99dRTuvzyy12f884779SAAQO0ZMkS/c3f/I2OO+64kl8HQQQAAHDF69ANqfh8ElLhSS5jseLzSUg5E2HGLHM5eAwmzHbFlRtMWKom3IQThqGEpYCgUEBhbpv73pisIYVUPKiQ8sOKQtt1pQzVFwgPCgUX1n0lFQwxuo+hzIuqi8Wyf3apq8JCi1JDAzeCWMaylE6xUzuMmHNFRKnnDjt0KOWcUnWHD+k2BPN5JoTolkym8tdddrOPBz/5yU8cn29ra8u6f9ttt+m2227zdI5cGzZs0OrVq9XW1qa7775b9fX1mQkrp02b5iuYIIgAAACeuK2SkPzNJ2Gd1NDLJJeZc9pUS0gugon0w7bBhHkeu3BC6h7WYT7X3TangCK7w59XRRHL3rZXTnCQH1QYSsSyh1AkDSNvvoSkkbKtYEha3ptc1vkp7AKM/KEfZsVISilJvRIxxSy9ldz5LgpxCjvsFBqC4kcQgUCpgggUrIJ6TXUx93NE5CqlA11K4FDquaVogwcp+PChlN8WwoeeZcKECZowYYK++93vSpJ+85vf6J577tG8efOUSqWUTCaLHCFf1QQRt99+u/77v/9bGzduVH19vf785z9H3SQAAHq8cg3dkNLBRCIecz3JpckaTKRDhu7n/AQTZpsLhROSMvNNmD9Lhasn0vtl/3XdGlLkBhS525rbFwsqDEOqU/GwIvP6bPo45vKkhYZeOIUXkmQori+VX8pfqBrD5D9QiD48KKdyhSNuO9iGEcvM4WIniI5yqWFDEO0IIgCqlOBBovIBpTMMQxs2bFBbW5va2tr0+uuvq6OjQ6eccoqmTp3q65hVE0QcPHhQl112mc4+++yi5SgAACB8QQ3dyP3O7GXljaRhZOaUkA7NYG7ZPpHTUXUTTEj2VROSioYTkk31RF5Aceigcg4ozNdn3d5uH3O/3KBCkm1YIdkHFpIKhhYmp/BCSpfyS1JDPK5YzjKaznNFOHec3FZU1LqgKyZy5XaEzeuZ8DmnQBAhg127/KqUwEEKdu6RIJffDDJ8SMRigc+xUmlSho9VMypsCJqd5uZm7d27VxMmTNDUqVM1d+5cnXvuuTryyCN9H7Nqgojvf//7kqQVK1a43ufAgQNZy5J0dHRIkro6O9XV2Rlo+wrp6urM+hfVi2tZW7ietYXrWbmKhRKmpKVIuKsr/TfXZLJLsVh2lURme5svenbb5X7Byx3GkbuPdftYzvMxdQ/9Nb9KZ5bxVH7HOqeoInPuzH1ld7dThmF73O62Zxd/mNtYo4Kki/0KHd+6f278YH1pucfKvRZ2bYynUorlzF9RqH9jDTIKqXd4rtonw/TCsKmGDrKjl/tOGqmuzL9+QgWjyAwTbtvu9goXW+Ek5aGavFDTvH7aCr1Gb7MEpBUKHNy2KZXsyvrXLnTw8h7Zsb7elOVcqC5PPfWUzj33XDU1NQV2zKoJIvxoaWnJBBhWa177PzrssMNCbcua114O9XwoH65lbeF61hauZ215o+2VqJuAgOz5ZG3UTUCA9n+yLuomIEA7P3wztHPt378/tHMhOJdcckngx6zpIOLGG2/UwoULM/c7Ojo0YsQITZl+QaBpjpOurk6tee1lTZl+vurqeoVyTpQH17K2cD1rC9ezuhSrkujq6tSv2l7RudNmKFZX+KtKocO4rZaw+8t5sYoJKb/KIncbuwnQc19zoeqJQu2Q7P9ialfSa/f+ply0qVDbnI5R7FipZJd2bXpL/Y87S/FE8a+dXosZ7K51KXpSNUUuN9UIRrJLf/7fd3TkMWcq5uJ6Fj1nmYeWlGsUQDmGFwQ5nMLKaWhFKtmlL373poaceLar308rv+/B3j0dvvarFmGsmlErIg0iFi1apKVLlzpu88EHH2jcuHG+jt/Q0KCGhoa8x+t69VJdr3C/qNbVhX9OlAfXsrZwPWsL17P6OIUSudfTqZNofcr65aZQRzU9kWM2N8FE7rns9quTTfCQ8z3Tbhu7Y9kGIXYhhYvApNBj6WN2/2wdluF0fZyuh3k8s3NV36s+q6PjeshOsflGbB4rJUso9F8P5qRIz6eQOhQc1PXq5bnjWoqwphUo1/wF5QoZpGDmcIgn6gpez6DfkzA/N6hskX4SrrvuOs2ZM8dxmzFjxoTTGAAAELoglgJNH6f759yVN6zMYCL3u3XeShzKn/hSyp/8UsqfAFPKngRTyp0IM9Pq/IDCOilmepO812udINOUO1GmlD1ZZv5jOfM6WHr02c9lT4qZ21ZT7mszJ9hMHdo/Hs/tMOW+r7JlOwlnMbYTaJYWJBSa5BPZKmEewjAnQyxnwGAKY6WKRCxW1uVqre9TGO8ZqkOkQcSAAQM0YMCAKJsAAAAqhNsvqE6rbqSP0/1z7tO5K3DY7WPu5yaYkOwrFNyEE+n22FRFpLL3NTvjeZ3wAiFF7mZOIYWUX01RLKywr6roXvUj69FDx6qLxxWPxwsGCYmc0obCwYG7ACOXr0DDSc7l7SlDOsy30W51G68qafWEsDvHYS2DWew9Dup1Ey50S6V8rJrRQyuuqqY2ZuvWrfrjH/+orVu3KplMauPGjZKkY489VkcccUS0jQMAAIExv9S6+XLrJZSQ3FVLFNrP7ku926oJyT6cUCyWP7TDtnoiP6CQbCooJNuAQrIPKaR0UGH3RdiuosL6ePq5IpUVh57urogoXGFh5VRtYWW/tKkb7trhltv2Vjvzd7Lcf0F304ZKEFagYBVFgFNJ7zlqR9UEEbfccoueeOKJzP1TTz1VkvTaa69p2rRpEbUKAACUk5+hG1LhTmmQwUTuOc3zFqqasPsuXzDgsGl7oYDC1RCP7k0LhhRme3LZVVRknovFbOenMJ9LGum9YzYd18LDQWwareKBgd8wwH+YUYi79lYja0hYrZ3TKMKDQqKsCrFew7CuZ/4QLfRkVRNErFixQitWrIi6GQAAICLmF2U3nUy7gMD+mN0/Ow3jkPwFE+a5gwgnJPuAIt1WdwGF5BBSpHcp+F45VVRIBSb2tJzTqaNTaDhI1jaOQ0Ny+QsDgqxsMAOOmhq2kVfh0vNU0pASU9ShUE/9LNjp6jJkJLz9zie7aui/ER5UTRABAAAgeauSMJVaLSF5Cyas+wcRTpjHCyagkAqFFFKwQYURNyerjGWqLpzGQztVWFi3kdwFEt7Ci1zBVDY4vp8RqbZwpBI7/0GIOkAohGABYSCIAAAAVavUUEIKLpiQ3FVN2LXBbIddOCEFH1BITiGF/XwUmf0cjpkbVNhNbliossLkVGGRtZ2L0MK6reQvkIgn/AYZVrHIhmrY/V747dhXwhwRYajUgMANTyFCiBUu5uellj838IYgAgAA1AQ/oYTkrloiffzs+3ab+q2ayG1HbnsCDygMw7Gz5RRSOFVTSDlBhaXjmvU+y0U1Q4HXnLWNvM047yW8yN+vxDDC8T0NljX0CLJTXQtzRESt2qsNCBKcGSnD8yoYBqtmAAAA1IYgQgkp+GBCCi6ckOw76+aXYD8BhXl8p06mYRhKOHSmrNUUhTqujlUVmZ3dDSEoVmGRy2t4kdWgCpbK+lyU6STMEVFVioUGhuX3k4ABYSOIAAAANc1vKCEFH0xIzlUTdsfJPZZTlYPkXD1R6PjW85QSUkg51RRx8zFlhRdOQz+yjuVqK3cVFlZuqi3ylPBXy5RRnr8kZ4UPIXQk/XRcSx/WUl16cofezWvvye8PshFEAACAHiO3Ex1mMJE+n80xi1RNFDpW7vH8BhRSMCGFeS7re5w9R0T3qidOFRWZY6XcDSswDMPTnAfpNrre/NA5fIYXSr+3PnctfEyzMiHkTp3TnCOF0PGMXqFrYAZLcSoiApNMGjKcxq7ZSCV7VlhnIogAAAA9VinVEpK3YCJ9vvzH/IYTbo9XLKCQggkp7M5l7egkYjFXFRXp4wUbVmQd12OHy09w0X0+/wFGLutwkqCDjcw5XK5YQscVfpXrs4vqQxABAACg0qslJO/BRPq82ffdDunInMNH9YTkLqCQig/1cDpn7uNuKirS+wUXVmSO7TG0yJzDR4e7+3V43jXn/N0/BxVomOzmySh2CnOPuIttg9RD5/ILXO41i+p6AhJBBAAAgK1SqyWkYIKJ9PkdzlFC9YTdsYvNEWFyU0VhPbefigqnNrgNK0xeQwu357A7n9/lMSX75U9LZff58RNsGIf2icdjnvf3N0FoGp1kVAsjZXheBYNVMwAAAGAriGoJqfgqGIXPn/+Y13BC8hZQ2J3Da0gRL9BxtQsqnLiZC8OuLV6HbWTO4SO08Hq+gucOIH3I/UwFFWhkz/nh/BnMFXRFRxhKCU8qlfU6lBIs+RWrws8ByoMgAgAAwKOgggnJX9VEug35jxXb1UtAUegchc5j14E2ChygWKenlKCiUFvsZFcflD+0yJw3Zy47vwFGbltMQYQZkr85T8IQ1kIc1RieANWCFYABAABKFIvFsm6lSBya2NF6c98O+1vRc8ZjtregzmP3mpxen/kX2kI3t+0p1r5i7SrUvtzr7XSzf7/93eyvhfu2uG2f0/vj5X3z+r665fZ698RbNbyfKE1LS4vOOOMM9enTRwMHDtTMmTO1adMmx31+/OMf69xzz1W/fv3Ur18/zZgxQ++8805ILbZHRQQAAEDAgqyYkPwP6ehuT/5jbnYvtYLCvG92QApOxOnQO7F7nW7+Um1XVu+mE+S22qOQ/GER3ntehT4vfqovTIVWFPTSPnNbpxDDy2c9qMoNt7z8zlQrL28poUDwkqmkjKS3hW5TKW/br169WvPmzdMZZ5yhrq4uLV68WBdccIF+97vf6fDDD7fdp62tTVdccYUmT56sxsZGLV26VBdccIF++9vfatiwYZ7OHxSCCAAAgDILOpiQyhNOSOUJKIqd0+m8blfayFXOsELy395cdu0PYq6JXKWEGFLhICNXqRVBTsoR6PUUYYYwTu9zT74GQfnlL3+ZdX/FihUaOHCg1q1bpylTptju8/TTT2fdf+yxx/TTn/5Uq1at0qxZs8rWVicEEQAAACErRzAhlR5OSMEGFOZkeE7DPIqdt9i5vUxemcvtHAClBBZS6e23crqe5QgwTIm4MoO6nYaKuOU22LAqZ8hRSFC/m1Gz/ZwdeqzUoTIIRkdHR9b9hoYGNTQ0FN2vvb1dktTc3Oz6XPv371dnZ6enfYJGEAEAABAxuw5WJYUTUmkBheQcRpRSSeGmDaWEFZL/6gqT1z5ekMGF5GbSSXfHzB5qU1qYVmqQUYifgMNJFOFH0GolTKkGpSzfOWLEiKzHlyxZoltvvdVx31QqpQULFuicc87R+PHjXZ/zhhtu0NChQzVjxgxPbQ0SQQQAAEAFKlfVhFS4MxtFQCGVFlI4tcFLW8IIK0zFloUMMriQSiuHd7+KS3Ad9pJWoQlxKv6gQ49yKXRt3Mz5EVZbIG3btk1NTU2Z+26qIebNm6f3339fr7/+uuvz3HnnnXrmmWfU1tamxsZGX20NAkEEAABAFShn1YQp6IAid7JKU5ghhXn+YsIIK0xBhhaSv0kHXVeyWA5uLsca91DK7++zE2xntVwVAWGGHl5VS0iCbk1NTVlBRDHz58/Xiy++qDVr1mj48OGu9lm2bJnuvPNOvfLKKzrllFP8NjUQBBEAAABVKoxwQgpueIfJ73wQuYrNPeE2qJDCDSsk9++fl9BCchdcSP7CCz/7BDH3QKkTLYb1V/hKGgLhKiQJcM4PtxI1XhCRTPpYNcPj9oZh6JprrtHzzz+vtrY2jR492tV+d911l26//Xa99NJLOv300z2dsxwIIgAAAGpIOYd0WAVZPWEVVEghBRtUSMEMATGVsiSok3IFF1a5FS5u+f1oBDmRYjlXj4hy2EElhSAor3nz5mnlypX6+c9/rj59+mjHjh2SpL59+6p3796SpFmzZmnYsGFqaWmRJC1dulS33HKLVq5cqVGjRmX2OeKII3TEEUdE8joIIgAAAGpYWFUTpqxSfh2alV/BdNCCDCkkd6t5BF1VIfkIVMoUWkjegguvIUeuUvvpQXxsy7k6RJhLZObyE4I4TT5aLswRUbrW1lZJ0rRp07IeX758uebMmSNJ2rp1q+LxeNY+Bw8e1Fe/+tWsfdxMiFkuBBEAAAA9TKHOQFgBRa4gOnBBhxSmoKsqpPIFFlJ5QwtTPB7zFUr4qb6wCqIPW86sIKwlMKMMPOAslUx5nqAj5XF7N/+dbmtry7q/ZcsWT+cIA0EEAAAAJIVfPWEq1zAPU5BDKnIFXVVh5aVfW+7QQuqerNKvUioqSg0xTOXICsLOBYIKPPxMPioRhCAYBBEAAAAoKKpwQip/FYWpnEGFVN6wwlTOKotciQg6rqUOCwkqyLBTrkKISu3vlxKEhFU1gspHEAEAAABPohjakSuskEIqf1AhuQsrpPACCym4jrDfzmeQ17HUIMNUzkAjV7n77GQCwUulUlLK49AMj9vXCoIIAAAABCI3oIhqYrowQwopnKDCFFZgIeW/ruzJDfO3D/qtrYQAI1dQgYYUbqjhxO8qKH7PBUgEEQAAACizWCwW2rKixYQdUkjuOl+Bd+JDDCxMYS7p6aSU8v8w5z8IMtQwVUq4ARRDEAEAAIDQVcLwjlxRhBSmKMIKKZrAwqpSwgtTEHMYRDmZo5/lWN2sgkLA4U4Yq2bUCoIIAAAAVIxKDCik4h3UMDqfUYUVUjqwMA51VhPxWFmWNXWr0sKLXEFNyFhJq1MEVb1RjioQVCeCCAAAAFS8Sg0oTJUQVEjRhhVWbistpPKGFqZSsoGoPmJBrjBRSaEGIBFEAAAAoIo5TYhZKSGFVDlBhRTuUp9ueAktpHCCC6tqDDFy2X3+jEOPeV2OVSLYKChlyPD6+eyhw14IIgAAAFCTKr2KwqqSggqTl1UzQh36UOHBhVWpRQ0V+FGV5L9aI86yGTiEIAIAAAA9SrVUUVi56fhF+VfqSquysPIaXJiiDDBMQfTbK/QjjR6OIAIAAAA4pBpDClMlVlXk8tKxjrq51RxgWBV6z50qXOxEfT2qQTKVUiyZ9LSPkWLVDAAAAAAFVHNIIVV+VUWuagotrGolwMgVRHUGIzNgIogAAAAASlTtIYXJKawwVLm9yGoNLaz8BhhS5YcYQC6CCAAAAKCMaiWkMCXkbpWFSqqusPL6V/kKfRlZ/IQYRgnBB+wZKcPzKhieV9moEQQRAAAAQERqLaSwcruyQqUGFiY/wwkq/CVlScRjVGMgdAQRAAAAQAVyCimk6g8qTLUSWFjVenhh5SXEKCXwQG0hiAAAAACqUE8JKky1GFhY9aTwolYlk0nF4h5XzfC4ykatIIgAAAAAalAtD/twUuuBhZXfVShq4KWjyhFEAAAAAD1MT6umsOM2sJBqI7SwisW6Qwzrz8XU2NuACBFEAAAAAMhiF1SYj8ViMcVisR4RVph6cmhh5bcCQ+oZIQarZrhHEAEAAADAM6oq7HkJLaTaDi6svFReoPbFo24AAAAAgNpjVk443ZAOLtzeAElas2aNLr30Ug0dOlSxWEwvvPCC4/ZffPGFvv71r+u4445TPB7XggULQmmnE4IIAAAAAJEgrPDGS2hBcBG+VDLp6+bVvn37NGHCBD300EOutj9w4IAGDBig733ve5owYYLn85UDQzMAAAAAVCyGgPjnFEYYSj+XUHdo0VOGiVS7iy++WBdffLHr7UeNGqX77rtPkvT444+Xq1meEEQAAAAAqFpuqiYIK9zxU0VBeBGMjo6OrPsNDQ1qaGiIqDXlx9AMAAAAADXNzRAQhoH4w3ARi1TS303SiBEj1Ldv38ytpaUl4hdTXlREAAAAAICorkB0tm3bpqampsz9Wq6GkKqkImLLli26+uqrNXr0aPXu3VvHHHOMlixZooMHD0bdNAAAAAA9CNUVKIempqasW60HEVVREfHhhx8qlUrpkUce0bHHHqv3339fc+fO1b59+7Rs2bKomwcAAAAAWdyGEVRY1JBkpxT32MVOdpanLRWuKoKIiy66SBdddFHm/pgxY7Rp0ya1trYSRAAAAACoWgQW8Grv3r3avHlz5v6nn36qjRs3qrm5WSNHjtSNN96o7du369/+7d8y22zcuDGz7+7du7Vx40bV19frxBNPDLv5kqokiLDT3t6u5uZmx20OHDigAwcOZO6bM5F2dXaqqzOc5KmrqzPrX1QvrmVt4XrWFq5nbeF61g6uZW3helYHt4FFFNczrD5YrXv33Xc1ffr0zP2FCxdKkmbPnq0VK1boiy++0NatW7P2OfXUUzM/r1u3TitXrtTRRx+tLVu2hNLmXDGjCqO1zZs3a9KkSVq2bJnmzp1bcLtbb71V3//+9/MeX7lypQ477LByNhEAAAAAYLF//359/etfV3t7e9bEjNWuo6NDffv2VcOMOxXr1ehpX6PzSx14ZVHNvSfFRBpELFq0SEuXLnXc5oMPPtC4ceMy97dv366pU6dq2rRpeuyxxxz3tauIGDFihH7/xR9Cu8hdXZ1a89rLmjL9fNXV9QrlnCgPrmVt4XrWFq5nbeF61g6uZW3hetYWt9czyO5iR0eHRgwdUHOdboII7yIdmnHddddpzpw5jtuMGTMm8/Pnn3+u6dOna/LkyXr00UeLHr+hocF2ttG6Xr1U1yvc/3jW1YV/TpQH17K2cD1rC9eztnA9awfXsrZwPWtLkNezWGjB5wamSIOIAQMGaMCAAa623b59u6ZPn65JkyZp+fLliserYuVRAAAAAOgRik28WfPLmqY6pWTC+z49UFVMVrl9+3ZNmzZNRx99tJYtW6bdu3dnnhs8eHCELQMAAAAAAF5URRDx8ssva/Pmzdq8ebOGDx+e9VwVzrUJAAAAAECPVRXjG+bMmSPDMGxvAAAAAABELpX0d+uBqiKIAAAAAAAAtYEgAgAAAAAAhKYq5ogAAAAAAKCiJbukWJf3fXogKiIAAAAAAEBoCCIAAAAAAEBoGJoBAAAAAECpurokdfrYp+ehIgIAAAAAAISGIAIAAAAAAISGoRkAAAAAAJQqlUzfvO7TA1ERAQAAAAAAQkMQAQAAAAAAQkMQAQAAAAAAQsMcEQAAAAAAlCrZKcU8/q0/6XG5zxpBRQQAAAAAAAgNQQQAAAAAAAgNQzMAAAAAACiV4WP5ToPlOwEAAAAAAMqKIAIAAAAAgCry0EMPadSoUWpsbNRZZ52ld955x3H75557TuPGjVNjY6NOPvlk/eIXvwippfYIIgAAAAAAKFWyy9/No2effVYLFy7UkiVLtH79ek2YMEEXXnihdu3aZbv9G2+8oSuuuEJXX321NmzYoJkzZ2rmzJl6//33S33FvhFEAAAAAABQJX74wx9q7ty5uvLKK3XiiSfq4Ycf1mGHHabHH3/cdvv77rtPF110ka6//nqdcMIJ+sEPfqDTTjtNDz74YMgt70YQAQAAAABAhDo6OrJuBw4csN3u4MGDWrdunWbMmJF5LB6Pa8aMGXrzzTdt93nzzTeztpekCy+8sOD2YSCIAAAAAACgVKlUetUMT7eUJGnEiBHq27dv5tbS0mJ7ij/84Q9KJpMaNGhQ1uODBg3Sjh07bPfZsWOHp+3DwPKdAAAAAABEaNu2bWpqasrcb2hoiLA15dejggjDMCRJe/Z0hHbOrs5O7d+/Xx0dHarr1Su08yJ4XMvawvWsLVzP2sL1rB1cy9rC9awtUVxPsx9m9stqTvKgPL+y5EFJUlNTU1YQUchRRx2lRCKhnTt3Zj2+c+dODR482HafwYMHe9o+DD0qiNizZ48kaezoERG3BAAAAAB6pj179qhv375RNyMw9fX1Gjx4sHb8drmv/QcPHqz6+nrX55o0aZJWrVqlmTNnSpJSqZRWrVql+fPn2+5z9tlna9WqVVqwYEHmsZdffllnn322r/YGoUcFEUOHDtW2bdvUp08fxWKxUM7Z0dGhESNG5JXaoPpwLWsL17O2cD1rC9ezdnAtawvXs7ZEcT0Nw9CePXs0dOjQUM4XlsbGRn366ac6ePCgr/3r6+vV2NjoevuFCxdq9uzZOv3003XmmWfq3nvv1b59+3TllVdKkmbNmqVhw4Zl5pm49tprNXXqVN1999265JJL9Mwzz+jdd9/Vo48+6qu9QehRQUQ8Htfw4cMjObfbUhtUPq5lbeF61hauZ23hetYOrmVt4XrWlrCvZy1VQlg1NjZ6ChNKcfnll2v37t265ZZbtGPHDk2cOFG//OUvMxNSbt26VfF497oUkydP1sqVK/W9731Pixcv1tixY/XCCy9o/PjxobTXTo8KIgAAAAAAqHbz588vOBSjra0t77HLLrtMl112WZlb5R7LdwIAAAAAgNAQRJRZQ0ODlixZUvPLr/QEXMvawvWsLVzP2sL1rB1cy9rC9awtXE9EKWbU7NopAAAAAACg0lARAQAAAAAAQkMQAQAAAAAAQkMQAQAAAAAAQkMQAQAAAAAAQkMQEZItW7bo6quv1ujRo9W7d28dc8wxWrJkiQ4ePBh10+DSQw89pFGjRqmxsVFnnXWW3nnnnaibBB9aWlp0xhlnqE+fPho4cKBmzpypTZs2Rd0sBODOO+9ULBbTggULom4KfNq+fbu++c1vqn///urdu7dOPvlkvfvuu1E3Cz4kk0ndfPPNWd97fvCDH4g50qvDmjVrdOmll2ro0KGKxWJ64YUXsp43DEO33HKLhgwZot69e2vGjBn6+OOPo2ksinK6np2dnbrhhht08skn6/DDD9fQoUM1a9Ysff7559E1GD0CQURIPvzwQ6VSKT3yyCP67W9/q3vuuUcPP/ywFi9eHHXT4MKzzz6rhQsXasmSJVq/fr0mTJigCy+8ULt27Yq6afBo9erVmjdvnt566y29/PLL6uzs1AUXXKB9+/ZF3TSUYO3atXrkkUd0yimnRN0U+PSnP/1J55xzjnr16qX/+Z//0e9+9zvdfffd6tevX9RNgw9Lly5Va2urHnzwQX3wwQdaunSp7rrrLj3wwANRNw0u7Nu3TxMmTNBDDz1k+/xdd92l+++/Xw8//LDefvttHX744brwwgv15ZdfhtxSuOF0Pffv36/169fr5ptv1vr16/Wzn/1MmzZt0l/91V9F0FL0JCzfGaF//dd/VWtrqz755JOom4IizjrrLJ1xxhl68MEHJUmpVEojRozQNddco0WLFkXcOpRi9+7dGjhwoFavXq0pU6ZE3Rz4sHfvXp122mn60Y9+pNtuu00TJ07UvffeG3Wz4NGiRYv061//Wr/61a+ibgoC8Jd/+ZcaNGiQfvKTn2Qe+8pXvqLevXvrqaeeirBl8CoWi+n555/XzJkzJaWrIYYOHarrrrtO//zP/yxJam9v16BBg7RixQr97d/+bYStRTG519PO2rVrdeaZZ+qzzz7TyJEjw2scehQqIiLU3t6u5ubmqJuBIg4ePKh169ZpxowZmcfi8bhmzJihN998M8KWIQjt7e2SxO9iFZs3b54uueSSrN9RVJ///M//1Omnn67LLrtMAwcO1Kmnnqof//jHUTcLPk2ePFmrVq3SRx99JEn6zW9+o9dff10XX3xxxC1DqT799FPt2LEj67+5ffv21VlnncX3ohrR3t6uWCymI488MuqmoIbVRd2Anmrz5s164IEHtGzZsqibgiL+8Ic/KJlMatCgQVmPDxo0SB9++GFErUIQUqmUFixYoHPOOUfjx4+Pujnw4ZlnntH69eu1du3aqJuCEn3yySdqbW3VwoULtXjxYq1du1bf/e53VV9fr9mzZ0fdPHi0aNEidXR0aNy4cUokEkomk7r99tv1jW98I+qmoUQ7duyQJNvvReZzqF5ffvmlbrjhBl1xxRVqamqKujmoYVRElGjRokWKxWKOt9zO6vbt23XRRRfpsssu09y5cyNqOYB58+bp/fff1zPPPBN1U+DDtm3bdO211+rpp59WY2Nj1M1BiVKplE477TTdcccdOvXUU/V3f/d3mjt3rh5++OGomwYf/v3f/11PP/20Vq5cqfXr1+uJJ57QsmXL9MQTT0TdNAAFdHZ26mtf+5oMw1Bra2vUzUGNoyKiRNddd53mzJnjuM2YMWMyP3/++eeaPn26Jk+erEcffbTMrUMQjjrqKCUSCe3cuTPr8Z07d2rw4MERtQqlmj9/vl588UWtWbNGw4cPj7o58GHdunXatWuXTjvttMxjyWRSa9as0YMPPqgDBw4okUhE2EJ4MWTIEJ144olZj51wwgn66U9/GlGLUIrrr79eixYtyswXcPLJJ+uzzz5TS0sLFS5Vzvzus3PnTg0ZMiTz+M6dOzVx4sSIWoVSmSHEZ599pldffZVqCJQdQUSJBgwYoAEDBrjadvv27Zo+fbomTZqk5cuXKx6nIKUa1NfXa9KkSVq1alVmYp9UKqVVq1Zp/vz50TYOnhmGoWuuuUbPP/+82traNHr06KibBJ/OO+88vffee1mPXXnllRo3bpxuuOEGQogqc8455+QtpfvRRx/p6KOPjqhFKMX+/fvzvuckEgmlUqmIWoSgjB49WoMHD9aqVasywUNHR4fefvtt/cM//EO0jYMvZgjx8ccf67XXXlP//v2jbhJ6AIKIkGzfvl3Tpk3T0UcfrWXLlmn37t2Z5/ireuVbuHChZs+erdNPP11nnnmm7r33Xu3bt09XXnll1E2DR/PmzdPKlSv185//XH369MmMZ+3bt6969+4dcevgRZ8+ffLm9jj88MPVv39/5vyoQv/0T/+kyZMn64477tDXvvY1vfPOO3r00UepHqxSl156qW6//XaNHDlSJ510kjZs2KAf/vCHuuqqq6JuGlzYu3evNm/enLn/6aefauPGjWpubtbIkSO1YMEC3XbbbRo7dqxGjx6tm2++WUOHDnVciQHRcbqeQ4YM0Ve/+lWtX79eL774opLJZOa7UXNzs+rr66NqNmqdgVAsX77ckGR7Q3V44IEHjJEjRxr19fXGmWeeabz11ltRNwk+FPo9XL58edRNQwCmTp1qXHvttVE3Az7913/9lzF+/HijoaHBGDdunPHoo49G3ST41NHRYVx77bXGyJEjjcbGRmPMmDHGTTfdZBw4cCDqpsGF1157zfb/lbNnzzYMwzBSqZRx8803G4MGDTIaGhqM8847z9i0aVO0jUZBTtfz008/Lfjd6LXXXou66ahhMcMwjHAiDwAAAAAA0NMxSQEAAAAAAAgNQQQAAAAAAAgNQQQAAAAAAAgNQQQAAAAAAAgNQQQAAAAAAAgNQQQAAAAAAAgNQQQAAAAAAAgNQQQAAAAAAAgNQQQAABVoy5YtisViisVimjhxYsnHM4915JFHlnwsAACAUhBEAABQwV555RWtWrWq5ON88cUXuvfee0tvEAAAQIkIIgAAqGD9+/dX//79Sz7O4MGD1bdv3wBaBAAAUBqCCAAAymz37t0aPHiw7rjjjsxjb7zxhurr6z1XO8yZM0czZ87UHXfcoUGDBunII4/Uv/zLv6irq0vXX3+9mpubNXz4cC1fvjzolwEAABCIuqgbAABArRswYIAef/xxzZw5UxdccIGOP/54fetb39L8+fN13nnneT7eq6++quHDh2vNmjX69a9/rauvvlpvvPGGpkyZorffflvPPvusvvOd7+j888/X8OHDy/CKAAAA/KMiAgCAEPzFX/yF5s6dq2984xv6+7//ex1++OFqaWnxdazm5mbdf//9Ov7443XVVVfp+OOP1/79+7V48WKNHTtWN954o+rr6/X6668H/CoAAABKR0UEAAAhWbZsmcaPH6/nnntO69atU0NDg6/jnHTSSYrHu/+WMGjQII0fPz5zP5FIqH///tq1a1fJbQYAAAgaFREAAITkf//3f/X5558rlUppy5Ytvo/Tq1evrPuxWMz2sVQq5fscAAAA5UJFBAAAITh48KC++c1v6vLLL9fxxx+vb3/723rvvfc0cODAqJsGAAAQKioiAAAIwU033aT29nbdf//9uuGGG3TcccfpqquuirpZAAAAoSOIAACgzNra2nTvvffqySefVFNTk+LxuJ588kn96le/Umtra9TNAwAACBVDMwAAKLNp06aps7Mz67FRo0apvb3d87FWrFiR91hbW1veY6XMQQEAAFBOBBEAAFSwyZMna+LEiXrjjTdKOs4RRxyhrq4uNTY2BtQyAAAAfwgiAACoQMOHD9fHH38sSb6X+bTauHGjpPTSngAAAFGKGYZhRN0IAAAAAADQMzBZJQAAAAAACA1BBAAAAAAACA1BBAAAAAAACA1BBAAAAAAACA1BBAAAAAAACA1BBAAAAAAACA1BBAAAAAAACA1BBAAAAAAACM3/B52bLBqIFL6NAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deflection_models import GCLHillDeflection\n", "plt.figure()\n", "plot_deflection(GCLHillDeflection())\n", "plt.xlabel('x [m]')\n", "plt.ylabel('y [m]')" ] }, { "cell_type": "markdown", "id": "92b340ae", "metadata": {}, "source": [ "### You can also implement your own deflection models\n", "\n", "Deficit models must subclass `DeficitModel` and thus must implement the `calc_deflection` method and a class variable, `args4deflection` specifying the arguments required by its calc_deflection method.\n", "\n", "```python\n", "\n", "class DeflectionModel(ABC):\n", " args4deflection = [\"ct_ilk\"]\n", "\n", " @abstractmethod\n", " def calc_deflection(self, dw_ijl, hcw_ijl, **kwargs):\n", " \"\"\"Calculate deflection\n", "\n", " This method must be overridden by subclass\n", "\n", " Arguments required by this method must be added to the class list\n", " args4deflection\n", "\n", " See documentation of EngineeringWindFarmModel for a list of available input arguments\n", "\n", " Returns\n", " -------\n", " dw_ijlk : array_like\n", " downwind distance from source wind turbine(i) to destination wind turbine/site (j)\n", " for all wind direction (l) and wind speed (k)\n", " hcw_ijlk : array_like\n", " horizontal crosswind distance from source wind turbine(i) to destination wind turbine/site (j)\n", " for all wind direction (l) and wind speed (k)\n", " \"\"\"\n", "```" ] }, { "cell_type": "code", "execution_count": 18, "id": "52f69cba", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deflection_models import DeflectionModel\n", "from numpy import newaxis as na\n", "from py_wake import BastankhahGaussian\n", "\n", "class MyDeflectionModel(DeflectionModel):\n", "\n", " def calc_deflection(self, dw_ijlk, hcw_ijlk, **_):\n", " hcw_ijlk =hcw_ijlk + .1*dw_ijlk # deflect 1/10 of the downstream distance\n", " dh_ijlk =np.zeros_like(hcw_ijlk) # no vertical deflection\n", " return dw_ijlk, hcw_ijlk, dh_ijlk\n", "\n", "iea_my_deflection = BastankhahGaussian(site, windTurbines, deflectionModel=MyDeflectionModel())\n", "\n", "plt.figure(figsize=(10,4))\n", "iea_my_deflection(x=[0], y=[0], wd=270, ws=10).flow_map().plot_wake_map(normalize_with=D)\n", "plt.xlabel('x/D')\n", "plt.ylabel('y/D');" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.13" } }, "nbformat": 4, "nbformat_minor": 5 }