{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Calibration of the pixel position for a Pilatus detector\n", "\n", "This tutorial summarizes the work done by Frederic Sulzman during his internship at ESRF during the summer 2015 entilted \"Calibration for geometric distortion in multi-\n", "modules pixel detectors\".\n", "\n", "The overall strategy is very similar to \"CCD calibration\" tutorial with some specificities due to the modular nature of the detector.\n", "\n", "0. Image preprocessing\n", "1. Peak picking\n", "2. Grid assignment\n", "3. Displacement fitting\n", "4. Reconstruction of the pixel position\n", "5. Saving into a detector definition file\n", "6. Validation of the geometry with a 2D integration\n", "\n", "Each module being made by lithographic processes, the error within a module will be assumeed to be constant. We will use the name \"displacement of the module\" to describe the rigide movement of the module.\n", "\n", "This tutorial uses data from the Pilatus3 2M CdTe from the ID15 beam line of the ESRF. \n", "They provided not only the intersnip subject but also the couple of images uses to calibrate the detector.\n", "\n", "This detector contains 48 half-modules, each bound to a single CdTe monocrystal sensor and is designed for high energy X-ray radiation detection. \n", "Due to the construction procedure, these half-modules could show a misalignment within the detector\n", "plane. \n", "While the manufacturer (Dectris) garanties a precision within a pixel (172µm), the miss-alignment of certain modules can be seen while calibrating Debye-Scherrer ring using refereance sample. \n", "So the aim of this work is to provide a detector description with a better precision better than the original detector.\n", "\n", "This work will be performed on the image of a grid available:\n", "http://www.silx.org/pub/pyFAI/detector_calibration/Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\n", "and the scattering of ceria (CeO2) at 72.1keV available here.\n", "http://www.silx.org/pub/pyFAI/detector_calibration/Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\n", "\n", "It is a good exercise to calibrate all rings of the later image using the *pyFAI-calib2* tool. \n", "A calibration close to perfection is needed to visualize the module miss-alignement we aim at correcting." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI verison: 2024.1.0-rc0\n" ] } ], "source": [ "%matplotlib inline \n", "#For documentation purpose, `inline` is used to enforce the storage of the image in the notebook\n", "#matplotlib widget\n", "#many imports which will be used all along the notebook\n", "import time\n", "start_time = time.perf_counter()\n", "import os\n", "import pyFAI\n", "import fabio\n", "import glob\n", "import numpy\n", "from numpy.lib.stride_tricks import as_strided\n", "from math import sin, cos, sqrt\n", "from scipy.ndimage import convolve, binary_dilation\n", "from scipy.spatial import distance_matrix\n", "from scipy.optimize import minimize\n", "from matplotlib.pyplot import subplots\n", "from pyFAI.ext.bilinear import Bilinear\n", "from pyFAI.ext.watershed import InverseWatershed\n", "from silx.resources import ExternalResources\n", "from pyFAI.azimuthalIntegrator import AzimuthalIntegrator\n", "\n", "# A couple of compound dtypes ...\n", "dt = numpy.dtype([('y', numpy.float64),\n", " ('x', numpy.float64),\n", " ('i', numpy.int64),\n", " ])\n", "dl = numpy.dtype([('y', numpy.float64),\n", " ('x', numpy.float64),\n", " ('i', numpy.int64),\n", " ('Y', numpy.int64),\n", " ('X', numpy.int64),\n", " ])\n", "\n", "print(\"Using pyFAI verison: \", pyFAI.version)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "#Nota: Configure here your proxy if you are behind a firewall\n", "#os.environ[\"http_proxy\"] = \"http://proxy.comany.com:3128\"" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/tmp/detector_calibration_testdata_edgar1993a/Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\n", "/tmp/detector_calibration_testdata_edgar1993a/Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\n" ] } ], "source": [ "downloader = ExternalResources(\"detector_calibration\", \"http://www.silx.org/pub/pyFAI/detector_calibration/\")\n", "ring_file = downloader.getfile(\"Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\")\n", "print(ring_file)\n", "grid_file = downloader.getfile(\"Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\")\n", "print(grid_file)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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JAbHD7gsCFw9ct5wZpEROBd59geu2rCcdkILhiUBEAtcJimM5tu+6BKGDdAJwKNorU5fdF11cnbVLiEJQbM8dnPtukZ8uyoLOTOJEGtH10U5gBOcs38G5RxCpso6ZYO/g0r/w8USMcN1SkAS08ulOfKvuGMIAtCMfnQpcL+unfFJxBJ2FT6BEMdHiSjM2HElnEeBJhXSkIYT5vcGnFfq4TgyirAOAT4BC4PoJIlEI6aOy9rXDgCBNcD1VCL+4AuU6tOIAV2ocR5rJRAC+ANcnUAF+OEO1vcos74sALSWuY01y2Vzoei2cIMV1SsFeaI12JaLTxvXBcWWVILV86Ldx/bgkH9nzEPe7RH2H9rmqEDshfbR2AR9cDU5WPwXacegszf2SXtlHQikEPu0wwJU+ws1fAKZPfHxk6pT3Hwzx05p27OMhcf22IT9FuwWeaOERVfMTAi19fBGY/Egr5A4ZoKWXnSvrAOA5LVwR40rfEJ3smdaORHbauF6EDK06aI32WoheG9cJECLPK1sYaHVIegGunFXSIATxoIdcpLgXUWWOQgjm+32cc4WMReX+6yBgfm1A5+7CLNRkzyRakwz6pIdt2kfVjQDRmsXhFk6ocOcJJPlt3phYwaN9N8lOgGwHhWAipMbvRLiux2LeRbRgd2uG6wiOz/dRwkG0QFwi0DpBiusK4rCFVg4Nr6fLIXIhKKbbjpktesQLD9HS9HshnSBlNB0YwuUIZKuaFg1O4CN8kO18tUPj+IrhYEbbS7iYD5hPAyOc+qKUoR5GEM+vt/9KjRsk9LtLWl7CdBlwNh+Qxpkg2ld0OyEH/SmBk3CxbPPi9DphJtBpQPh51g2CZ1Y/2fJwZYDjtpBtZ/Uau04CkEZQdr0E309oeQlSaOJUEiU+ceywTBwjqNokSwhwdaUua+/9g/rpYdM5EtcVyHZGdB4k7IK5JpRm/s/J0VLSvuuyeFVUDX31AFKUAqmCOBQspTZkw9VIJ8XvpLTdBNcxk1OqBMvII45c0kSae1nLNn6tNO9pqzzHNfdRtlro9irZLnhpNq1GKdybDDhaKvrdJYcHM9rugotlm5NJl3AZsIg7LJXGDxKGu0s8J2SyDJjPA1S2KKDbAN6aPrykk637qIVmsuyw0ClbgznbOyFn0w7LuZFl8uucwEcK61m0kOgWF0tFt79kb5gymnokyxazRNHuR7SHitnMI40MySjGgP1d77DsdYaEFI3bSWj1FdHSQyeXLGgIzSRso4IlN24uOJn4LOdthJfQO0hYzH3SSKI75nJJKSNf5d30LR2M4F3vehe/9Eu/BBi75scff5wPf/jDV3L4HI/HDIdD3v/4T+PWZ3tRFQhW/q+DfV1N2KiQAvv4g9I/qJz6sexbT+cIR0KnjbYIh1BGCLfJy0odL6tDU9/YyDVhdhmX5ZkRG9HQv1oIhFLoun2lBBEmqC9/Dbm7gz7cWV/fNfXUjiiIDFBZiV+JNWjXP++vprYpClK1cn/rY6D+u1ZHLUCkCuf2CenNPVNuTszWtdPKs3hHaI2IEuT5lPRwq3ptExrGrUir2p5GOMJozmD1XtbHlXVM3j8jPTlFvvbV6MBaLLDrWCwY6sY6FOU1tWlNuWXeuhyzdh7rnnlLw9KYd8P1YjpHK4Xomlm4suBg/V4pe+0SZENd1rU517pedo19bF0fNM1XWpMkSz754j9gNBoxGAya6/kdhkf1brr1D34e2TJaQOEoWt0IITTLuY9wNPvbE5LU4eyii4pXV2sLaBCOxm3FZh1r6V4uVNRhZZlrcQDmswCdSNwgYdhfECUO02nLCGxNQzYTdAZ/6qM8mL4hQrhGkNruLJgsA8aTtmnLSxHYV8rLVoNdhd9KGHYNaZ8sApaLTOAT4LdidgcztlsLwtTl/qRnBM+sHo2P3yX1c088nv6VFzn73pvc+5FVjY6QGukpPC+l5cd4rlkUihOHMHZJYqdZIH9QnzxIc1OpPw8mJpchktz8TcHtH84WpxJhyMtleaqsbo4uhHLnzGX3TwVH35uW5CdHnYA1kZ9IgqcvJZCen+B7Cb6b4khFnErC2CMKG4iPpUG59kmXnU/d5gs/c4tkv6rxeBCEMM+s66ds9+fsdWYkSnI07TGZtkmz58/1UnrdJR0/Zh55TGctksi5XCtb15Ct66/smBDgtWN2BmaB7HTUJVl6aA29zwXICMZvWd8+Ic3csdVfsIxdZpMWWgncIKHbjliEHtHcX19n+9akwoyVloJYgGcWXzw/MUQ0WvPs50ReQNCN2B9MOZ+3mU1auF5Kqx2xmAckYUlw1GLJiz/1sSu9m74lNToAH/nIR/iv/qv/ine84x28613v4n/5X/4XZrMZ/81/89882oLqwmoduQCQpOA6q+fta2wB4jJh1RbsmwjTujra31KgdSbECYFIFVqKkvQ0Cdx2frYw19R2S5Ozth3r6tZ0eXZ8RZi1yUdmmlbJf13etXblZKowmxLZW9fS3OBcgeTVvy1tXHVFqkasBAhEOUdlv4Uur7XncPu4IYMgsnGxdh6wy5QCrbK6BV6V5DS1pS7cWgRY28PavgdCFGaBZT105V4CBVEVeTlWmbrpPtbrmWlYtf0WteuRa/mlNFo6O+068lC00xrHqvYsXOUZueoiiJ20QmysMerI8pwQVRJUb0+Rfk1d6s9CHVc5dhmBLIj/IxBIX2F4ZO+mbEKQrqLdjUhTyXLu4/oJ17YnjBYtJuN2ZYV2NQ8gkgR7C9JEEi3cwsypQDYVXoqsHoPBgvnSJ154IDWdwZJOEDGatonmHsXK7rq6lNkR9EJ2BzOixOXu6dAIKS+X4FgCr/QU7U7EsLMgTh0upm2ipWemfVfTHS7Y781ouzGniw5fvL9PHNZM0+Cl18maaoSrjEAWxASe0TSEscsi9JhM26hEVAXFhzUle9h6XvVSe4rK+6SeVmrw9fo8U1HmI3SlXelOwtH71tRn7Zi2jnt69bjQ5v6lgjQVpJHPEh8hNcLROG5KkJFzRyqijGCGoVdqzdAPfiYeAJ1K4oXkaDngxO3TzrSFt4YjThcdY2oaulycdxl7inY7Yn97QpS4jGet5rGYtc88Z9YYucQcUGuI5h73wyHtbsjB1pRF7DKadJq7OL9fmWWDVoJ47nMaO3T7S3Z3poymbeKlyzhx6HRD/K05s3yRoygYCuuS/L+ri3xz6400dFCpwG/FCOE0zwNZG7WGcOZzLxlwsD3Bc1JGow7zeUCnE7KUXkHiHuZ5+JYlOj/5kz/J8fExP/dzP8e9e/d429vexm/8xm+sOIE+NOqCEFxNkHGd9QLRut9N+V4lctE6gUSI0gQFEEKYZ1VrQ3DWlbluZdf+ba96NwmktqYjLyvP+wEEpEI2oCI4V4TbnKA09bPdnIx42JoFobXRiORmf0JQaDelNuU0CYs1cmqTk5y8oPUDTWm1I42uPRMMdb6iL6gIi9rSMBRzlxBVLVzWRpEq67/df5mWLDN50pYA3zQfakFBjlEaUX/r2PdSUu37/H9GSLSq3s+6BkbLzNzNHqPKGjNNgnrTuLXHiE2sLnv+6v9X8rTGuP270oA1Cw0PGOdAscgglM5IDBUikx/Pf4v681bvm3V9ZS9UPAh1krRu3ruM9G1QwSN7Nwmz8t/phkSRSxy6BO2Y/cGU02mHxaT1wBe6DFK8fmhWS8M1mpYHDBPhKjq9ECG0WY2OJG5gTGKixOH0vFcVcFYyMF/OmUvaU2gHlvua/cGM03H38tXgq8Ja8TV9tqTfClnGLscXPZLIiDKulzLsL9jvTkmV5N6kzywzG3rI9YoHQrmCzmBptDaOEagXoc9s1iqJjRZmroykWeW22nIlVNdKvj7p7Gub0jwoH+dBA+yK9bgMlZdtSXjsF7JWAp1KVOQQLzxmAkTmB9VqxewMjcYjjF0WSw/teNWs1xGKhuN1opxGglnc5quTFl6QsDOY8fThMYvE4964z3wWMBu3mM8CWu2IncEMrQWjWZtw4a0nPJfUod4vOoX5uMVy4TPoL7ixO+J+v40T1W6AbL5fKnaYnHdYto12Z+F7zCYtZuMWXithOJgzWwTEi8xPULCeHEP1HZ5IormP24rxO8pondPKCmp5rTZa6XunQ/Z3xuzuTDm76DGbtmh3IqO1XngP9Rx9yxIdgA9/+MN8+MMffvkZ1V/u61aW6wJBjiYzk7q5yLrVWPv8OjStROennCoxErn0rrTxF6nn09Quu4ymctYJffU86n2QH1vRbjRoV2Q5GRUmYOv6OxfKASElKtcY2HnmeeVJtEbEKTojOnVtSlNbCiKDNV/kxKFoCytERNeFZZk99BkBQWQCrhQVIiC0dcwRCK2KeuT9VlwHzemLP1S1FXl97bpB9b5aZo0iLfvcmPlltuAPIsUOBSHSiJLASgrNS9GWvD15XZruc9OztgZ1UtWkXUKpy5/N/J41aVJsEtHU9sZKrdbXNiW1iY39fSkeViKr181Ob/mpPRQp3JCdS/Eo3k1ORnLCpUcSO3R6ITvdOUejHuHMv3zFUmjcIMX1UuNjEl9hAW0lD0NyeoMFcewSzo3g1xks6baMFqcQanJcMjTVXkx3sCS6P8SZC+4ebVVN6F6q0J6Z50g/pdsJ6bVC5qHP0VnmfyOMedreYMZOe84kCvja6U7pe2OTRXuV6mEIR6bxcryUeChASlLPPCbjSSczkRLN9yyReGOH2NHNGop1eFD11vVnfvwq/S3W/P52QBP5sf6btSCJSiTxwmMqjZ+PH8T0u0uSdtfcx36KG6SksWwm5FccM7mWKZp73F8OOfH69HsLbg5HxH2H42mX+TxgMQtYzv3C3NLpzzi3/WvsMut1uAJU5DA67zL1W0gg6hvTtnjpZm24JLFu0O5MzDwwThy63SWelxofu0RePn5q408rQbzwcIOUoBOb57MhgEKONJIcnQzY2Z6xvzPm+LzPYubT7kZIqVksXyFE55FAabMS7blGyEjTlZe6DnxEZNnaWkKa9j1zrq6pcCQIgcijluXptCnLCJM1m1Qw9UhqdRCZyZnvIZbRqpAhpfGJiZNSiMq/A9+Y1dVNegDd8hBhskpyHIkKPOTcitKUCYDac8GViDBeJV2e0WqJpNouLQS65ZqoavWVfiFQbQ+5iAsB2Vyg0Y6D9iRyWfZ9rhHQjgOi+eWtPcfUIRe6MUK37gYo30FGaZaXqGhntOeYyF+WiZl2quREy6q+Q3kOIlUVAVVnAQG0JxFRwz2WAh24po6VuVhUV/0d88I03oIC7QpjKqYATVEvRHYuzjs3Oyaz6xxR+NkUPkRg0jrSjMOagK08WdQj1y7ZpE6kalVzlZMKu8m2Jjurf6NpohCliVt+z4QAz4FErZq9CWECI8Rp5T4XeQqBTuo23yYNgEhqxCUrXygrWIJNCoVFjiwSWBKj2vNVIw+FdtWuXxFsIOsfy6w0NzU1/dlArC4zYVOq+kw3aWny83WfszqaSN0G3xC0uyHLxYA0kQyHc7pBxL2zQSmQrEFuUy+EMfMohKOrQpg8gm5Ey4+Zzkz0NOmZgAFKyStrccxvjddK2N2aorVgujBzxLJOcvLvddVtMOXK/V36vQWdIGIe+tw/G6BiiZCaVjficDih74ecLjo8e/eAJLwkylNdOF4nQFr+P66f0mlFBF5ClDicn5kgKN5Cc3rRXtdDJXxFvG+9Cx6FfxJUyYzOPpKynAcInlfK/6XgUbWvyI9HUhedCtIUFqHDQgQczrN5UWi2hzOk0MxCn+XCNwS6yX9rTdCJlWKVII0cLs67jMYd2p2I68MxwdYFR7MeF+MO4cLjaOHht2K2eguG3QWjWbtKeC4rq/682G1VgmTp0p0IlAsH2xPmkcdo3LmSj5yKHaYXHcJ2zNZgzmTeYjkKmCRtWt2I4XDOZNbKtMiivEexQCQS3U6bM9aCZOGSRg5BNyIK3fXzjBaoRHJ61mM4nHNtZ8zRRY/FzKfViQg6V/ereuXvAJcJE5M3HxDd3DbHbAIiJafvPkANOiuChuq3OfmeA3SDb058c4vR2/aLa+3vyZv2CR/fWTmnXYfj9xyQ7vSqwhKguy2O3rO7UpZQmvDWFqfv3GtcuT19+w7z126vttuR3P2BHZKdbpZRmTYdtLj9w0PjHG6v/EvB/IkB996z1bgKfPSuIRdvGFaFNyHAlTz/owPCg24WHU2Ybwnxdpuv/aWuiQhm5ykl09f0ePGH+oUWBkohePL6IXLQMwezvLSTl9VjfrNT5pXll/R9vvqXOyQ9P8urfJ5nj3V4/kc6mZYkKywTYo/e0eX+u7tlm3LzM0fy/I+2mLyqXQjvOflI2y5f+VBAPPCKeuhMEzW71eJrf6llhO5c6M38p46/q8O97+5Ub2OW9/M/0uLi6TaFRisjHknb4Sv/SUC0lYcEKtu1PAz46odaaF8W5/LP8du63P7+jiFYriwJmhS8+INdLp7KQ5iIjHQJVODy1Q91CPdaGQnMz0vC3RbPf7CP8qwxmtX94nU97n7fwNx76/4DiCAg7ZXR7vLw16rt8tUP9Yi3W4UGSEuJlpLltS5f+0sDtL+6FnP+piH33ru1Yt6mheDuD+wweWq4Qka05/D8X9oh2e5YY8acT3a6vPjBvYxcV5/L2Wu3Ofme/SqpyHD2rn3mr92p9oUQ4Docve8AtdUtFx2yslS/w9H3H5oFhRqix7YZfddhNa8s/eQth+WckhMYzBg9f+c1M39Z9wMh0J0WF++8Xs4pVn7JwZDZGw4bidLyNfvEN68QAGSDl4XF3Eelgu3tKS0/NiRnerkmRzgKvxOBNivHucP9+gSr/6WX0tua47rG/j0XOna2pixCn9F593KSY0F6KYPtOQfbE8bzFkfHA5wliLqcY81LlyLz8RDSODH3t+Yc7o5QWnD/bMDoooNOBe1eyGtunPDk/gnTMOBzt69x9952VQOV+zlcJtQ1OXe7Cr8Ts7UzY3dnSrcdsgg9jk/7nJ/2cKeZGfvDKF4LklMvv+GYneaqj59m1TerXt66vC6rw2X5rcPDaMquggf1wUshVtqYFqM1ztjl5KTPyUUPrQVbgzl7exO6wwVukBZhrwv/oyu2T2tDOFQsmY9bfOXOHl852aXrR7z+xn0O90e4fkK0zMbWpEOvHXK4P6LVixAPMgm8QruFBm8O906HCKG5vpflvcZ8rV7/aO5xet6jHURsH0yQrmY5DZjNAwa9BUE3yyuviqcNybHJaUNROhVESxfPT3Bayfo+1QKdCkYXHUaLFte2J7h+ymIWoF8JPjqPGv0/Oy41LLk5mBCgFLt/eGI0Kfmx7KUvJwv2fj8xGpgavNsXDO9a+VgCQf+zp+UKsCV4iCQ1e9dYGqLcIVnMluz/+/PKynEuHAW3R/gnVhjo/LzW7P6R2ftDpKpq5pYqrv3bEdLWEGX5OeMlN39LlSGCrXOd58a077rV1fUM+5+eQpKbW1k+Moni1m/NkItV7ZY7Cnn8NzRymZTHs/TdF+a0j8pIXHaktN6Xp6jpDGfHLyuQ5X39d0MT+tY6pgU4i4Rbv+0gQxN6u1hEVJr2UcS1f28Nd8uEbPsLUUlUhCE/Oqv/td9PcecmP5Wv3muQYcr1T7m4y7QgTyL7bh/HHP6B6UMtDFnNtUhbX44Lf6pSU2K+Dv5I4c7SFT8hJ1Yc/j6487SqpZLgjxIO/8DPtBBUxu/wazHKKwlTTpCE0ux+LsWdqxXTOJEq9j+t8WZJZVwIrfHmCTufc4zGLatHbv7XPknwFs6qgz2goxi5jI1GsLjXIKOU659KzH49Vh0A/LMl1/69GVt1rcPga0vSu1lehXbGfO3+eYgzT8gj+hXjMdUc/l8hzmRZfY6kwJmG7H/aMdfbJm5A+94c/8It+1XrgmQMvrwoxnUl6EKq2H52iZyF5XOUzylhzPaXltV9uTD96V4s6cTWIoz1DLbvL01ZNW2ZSBXdeyEi14ra9UhSWidxo7mcDBP8UU2LnX07iwSZ73n1qB0bNiiglWBvZ4oUmqPTQbbSal+QfefTt5fitxLi2CFdulUtydpCsvTZt9eO6XbCIpKScBS9rQW+m3I26lbzzdPZyIdJFoJ6bzhlGbvcPRmW5EhnREdjIjBpsRpxaw2EwERq6xkfnLoGp9MPzcq4k3BnPGA86aCyMoqh+lBO+7poj+Mp2p2Qjh8TJQ7zpc943DYO7JWVc6wojmWfrOurS03JXuo6Qp5Xnl6WbXlg/rVx9Q3R8jTVIZbVcfGoNUFXhMgISRo6zEKHuQyQnqLVitndmqK0YLb0CZc+Kl4TKe8B5m3GrE2ynAY8N/cLU8vXXz/idNHh+KJHtPQ4WZYaHroLE2DDJu9XDWBRCexkAgKcn/aZtmP2h1PCdsj5qGuioNntqFRaQCJQSnBx3qXVjdjbnpg6zX1GaYduz5iyzSatqulmfew3VTF2iJTAb8dIoS/VxGolmI3apKnk+vaYo3GP+emaEN0NeOUTnUx4FbFlwlW/ZBGunstGswgtAmSnSZXRDDXlF9WEDluYnC8rxKjirDyvbvhXOC+nKWJukRIhyGOH6zAT0vNVW+splMtorcO1nIWrx4Uwpl3JaphjLQRiEVf8Imwh2RmHq1HJMmHTnYQr/QAgYoUTRyt5AcgoQVWEwfLbH5X3JJ9XzGSl8c+WpbO+1RciUfjnUUFubHjTnDRREJYcwVnUOAcIDe17YUlYHGE2B8WQoPa9su467xdHFGUZolCSXYSgdRRaRDBLozUo6N4OV4VOIRCJpnNnWSFGZT/FZkEzJ0dFH2ra95ZFm/PJKL8HvecWxT0pI6sJ5CKh93zWLsuXSQsIzkKCMyrll6ZTyky89WdFa1r35yvmjkJrZJTSupttqlvzuXGmIc40+2NP6IB/f1Zqk6wbJ7SmdXfa+JyLOCW4O67WTeWLHUvkxO47ijzck0nRRqF1KedojXf3olJGQXbiBO/2RSUwAWRkeLJATqx9bax6uvdHZT61fvSfO60ez+euKKb1lePVegByNEOOZjTBu3veeHyDR4u97Slatzk+66HibP52rWfcus3ST/GDpDT1eEj+KZzSVC03OckDDixjl9PTXrk5YI412gDppwwHczp+zMm6YAO5EO5cUV1gRZ8bdhYsIm+F4NwcjnCk4u54YCKZ1YVOeChhOTeLa7UjOkGEzgTa42lrvXlPE5mxSceDmnqJ4PdQaZry+ObwhJcGwYPDTX89UCd5xXFL1kkFaSoN6ZkEuH5Kux3R354UBDgO3Wzvpfo7OV/9s74BQgftKnA0Qgmiuc+dhcdR0ONga1olPAuPo4zwbPfnpF3JxaRdEoGrhBlPxUrQAa2MFvjOYpvOYMm13ZHZe+dB5q+xRAtYTMyGuluDOcuM3ExHbVw/pTdYMJ8HpSlbvc/tQ9ZzYgcp8Nrxqk+g1U6tTR3uKcG1rQn3FlenL698opOvwtaElEaH+quuXtbzetB16/LWutDC2IKPLQAVWamGyGoNpjaVsnNHeVh1vs7r35CuiJzFKgGp7E/TtB9Nw+9KcAIbTYaTxQJDc17mHKv/874r+pzyYco32YTqQ2cRiiJwQda/9YWZFVNY+z7kZEVijtl9VPhKVInDSrskxvTAar+5Nr9/FARN28K9qrbDHpP2sdK3CzRZQAKdX09tTNttzTQ0mlUCmf9PVcVPyA7yUGmfEM17BdUn5GLZWBQ+P5XcKhqZ2rd9WZ1Yr3v282/rXq0NznHJuFwLO2+LOBb3qUkLJrOoe/W+ElZYantua2pXfaHlMl+d/PzDzIMbvCxEqcPkrPfAPW+cVoLrplXn3ctgC9yCIuCA1oLRqANK0OpF9DvLMmx0oxN27a+lxVlEXlWLU0unXFjROqyrrqMIOjFbvTlJ6nB83ieJHITUtHshN7bGeDLl7njAeNJGJw37ouS/rwDhKNwgodcJ8d2UeeRlq9tr9jdpIhpFgJXadVn7G83BRO3aq8r0xfvqJRKBlf1YrpiuQnRrAvy6vL/V8TBVzcym4qUgXrpMHI0XJPQ6S7zegnnkFRuBrmgT6wKEZd5lXxsvPO6EWxy3euwPp7zh+n3uz3uc5oQnHNDqROwOZ0SJYwJf5OVd1vfemjlcGVlhNmoRx47R7rSicq+uen6uNZC18fs5S7v0+ku2t6eMJh3jUwgMegtmTlAlK7bcZf+3uzktgxT4nchosNI185wWhDOfu3rAbvek+ZoGvPKJjo26YGKbo9gCRX11tC6o1IWLy4hP/Zqm+mSr7PVVXvs6XbvvWmfi4IOErZzsyFrb1tW7rgnRtehpWq/37Gpoa33jTmA9QbLrUwiwsnGBxOR9yUu/0G7UyqC8jxXyIsu25YJ25Zm3iUXxW1TbIkFnARSEzImdqJIuIcqXv02UhAC3JBY20TTBGUqyKKSuCseVbmjYoLUWEhoAR6DTMtR03v7K/j9F32TnU1PvgvwU7RaZH1AZEntFg1+Q44ZIgRmhqUTis+ppBzgwZnOy2r6m/PIxVLGMKLVoK2mgtoggy3P1TUelqPr5NS1oXPbcQ/asm+saNxett8cqZ2XvHbsNlUJq59aRvDohuupCzgYvC6OLDsK/bA4zTv5C6urL/0E81BIqnCCl31uwjDzCWWmq5jopZxe99SGpa7ddeimDgQkIsBIyup6+6X/Ta83aqFAKzVm27whA0Im5sT2i7calido6s6GrRFDLQnm3OxG9VkicSmaLgIul9+B9ipraVHkGa+cvIzjrjl0iCK7Fw5AlqArG61bxRK1d9rH6d1Oa+jG7vG8EIbpKPz7sOk6uUUgEUepxvvCQmZZnb2tKnEqm81am5VmTh7fedDOPRnYn3OI46HG4NeH1N+5zb9rnfNRlMTUb4Ha6IYc7YybLoNy4NxEm76v2bW4umPn43Y2GDAYLru+NOJ10CefZYooSa8OGq9hhfNrF70XsDGdFdMax6pRR2SbBerICDeNfkIQOGlYjsjU1Y+FxNO1frc18JxGd+kv7spXLppVQO52NphXephXUdWZzmcCzQnDqedRWdsU64So/vm6jv6Z211eNMxQr4s4lba7nWyc5QlDsv9KUZl1edvtsf5t63aCBzFDxmWnMW2bCtdU+LWTGS3RBaArhWGXtsRcwraenEvZaiMpkWux5U38xFXWhIBB5eyrmgRZJyv+XEbyoEilZ055pijrn5KvoTbHaPznhqS4A1saUrhKtgrxpKuNO523M+riu9ank7cDKs1Rojmjct6cgPPXn1U5vEdSCKDZ8X0pM6puO1staNz80aVWy3znJQdRCl8v6dQ3kZ13+TWXV61Wv9zoiU/RJ8+kNXj50KtfLY8JoT4QwL/UHBh2oQ2r8TkynFZnd2EMHJ0jZHswJE4fzswZTtaLs1Xrsb2W+OEdbJpT1OuG9SdBcmYNNoIFhf47vpkWkKQAvSLi+PWYQLLk9HvDceLdKcApyk31k7Xi9KKlxfLM7feAlzCOPk4teuQpf970R1u91batj3fF6Xpfdv5fCARr6deUSkR8vSYoQ2rznBOY35Xceyjt2NKnnI7sRXpD7IYqiz5QV5EErc456f0LVtOsB+8A8Ejwou5c7n2V9kIYO07DNTJo9ZnqdJU5PMw99E2SkHu79AWRcayDTbLwYbnPU6nF9e8zBjSl3J31G4y6zcYvFPKDfW3Btb8TFrM1iGjSbs60jljWfKBWbUNSLjsfeYMY88BiNOsaU9gHkNJr5nKfSmLL5CbOx2eC40wvpDxclGctRf4ZE7VsL0qUxzwva8fqIbNps+JovilwF3zFER233EWFs/HFsSEm6N0BezIwfT+4PoBTa90i3OsYWv0YOdDtABR7OxbQ8mAkb6XYXEabI2aI8jhFi0r0+zvnclIUl2DgOyW4X92S6Ej5Wt33SbmDqYeUHkOz1kGGCHFu2/ZlZTHitj386N0EHbJMm3yXcaxPcm1VWxrUQpP2AtOOWvg5QpE0GJqymOwlrpEKwvN4hOAsRYXVJQ3kOy8OAzu3Fyp4eaccl6nu0jhYrz1TaD3DdhgAMQhDuBXiTBBlb2oNMG7Y48GmfRFmI5jJsctpxibsOrbOoXOXPCE7cc9FC4M2SUmh3AAHLXQ9vqnDyduUkQ8ByxyU4T8r5K/tOA0nalvgXtu+PeRGkbWkcz2dpRWujpWC54+LNFc5SlS/drLxKWRap0Y4g7jnVsjDCe9J20I4py9yM7LwjSDoOMtGmXXl/ZKQr7nq4i9SEaM76V2faljRwcOZJFh47D10MyndAgFw2LGkJWYSWzvfsMb8l4baPfxEV9zIfH8qVJH0P/7zmmyRBBS7akbiTkPrmsUk/QEapCVmea98ysp302zjTsFh1K8iO55B2fJxJWCVOmGdFuxI5z/zCbCLX9svQ2DlpzZ4V1QlM+PY6EZES7XvI2aIIUV/2vQk1LsJ4ZeFDZxsWV8JSZ6ZtOvAgTsq9kez6u04x15QHdVmealhptObADb7xyE3EtBJEC7fZrOyy9I6m3V/iOqow9fI7McPegvGsVe7R8wDNQ27yttVecjLpspwG6EiWZjj19CsLOfX8zc713f6SQXvJZBlwMeqiU4H0FPvbE/Y7M47nXT53+1ppolPkX1+VsVd4KOskQDiqFEClZroIGI0667U39hze1N31tq5bSLwszUtFRctS/i5ewdJEqZNSIx2F66a4jsJ3U1wnxZMKRyp8meJIhbTykEKjcuKSQWnBKGyRtA/Y350wDJZ4TorSopLWTp8oSaoliZLEqZN9Z78ThySRKGX2Gio2UqVGhOptfSkkqE5WRe1cUc7DZ71aljFti+allqfbCTnYHTMP/dWNanOyo8SqxiTf9DQjPOHM57nlLu1uyK2tEYe9KS+OhswmLUYXHWZ+wNZgzqCz5HTUJVl6q+ZsTcSq5tMKoFVmDha5bA1nuH6KcrR5/lhDdrJDydLlTHUZ9Bdsbc8YjTvMJwF+O2Y4mDOetqt+O/a8seb5UJFDpDGBV4QhlU19/zDj4zuG6Mxv9QjOI7wXcyfscjV19GSXrc/EZcCC7LxueYxf22X7fLYSeS3e6bDcDxj8yaqD8+zxHv44ofWVknwYHw7J2TNddj+jkBezsh6A6gScvqnD4e8uIK4KLNF+l8ktn71Ti1RluHiyTeckoTPJ2lX4+UhO3hxw+Icp7vm8kl/a9Tn+CwG3fnMBcbVdy8OA8eMu1+/PVlahx0+0cCLN8NkySpYWAu1J7r/L4/APMA7k1oMUDzzuvdvhVf/CwVmWfQswvRFw8ZTk8X9V3aQTKRi9ts3e5/sUZl35Qp4U3P0eh/1PC7q3l5mQa/KMey6336951f/XNaTFms2mNzzO3wCv+peiNCvLTp+82UMLuPbvU3INic5W3e/8AOz+kcvguVwQN5+453Dn/Ypbn3DxxgnaEcgE0DC75nL6DsWr/g9rf5tMG3D8Fg/twLXfT80qWEaatIC73wfDz3tsfz4080FWVtJzuPOBlJu/YchOTnBEqpkfuNx/j+LVvy6RUVlHLQSnb/SIhppbv1XuK2TqArff59L/Kux83uwrI7JIc2kgee4/hpu/6dE+rsapnx8G3H0PPPHrJliAyEiYUJqzZwLm1wSP/6t5QX6KodMKSAY+MkwpN0vVqJbDCz/s8PgnfPyzZeEzpKVgeRBw93sdnvj1GBmqypg6e0OHcEdw8//M6qcoND13vq9D/3nF9p+PKxO99hye+2Cbx/5PiXc8L7REWgii3Q633xfw6l9LIE7NsMielfHTA+b7Dtd/O7MHtiSve+/Zonc3ZfAHEypwHW6/f8iNfzvFOas6/Kc7Xe5+b49bHz82+19Z+c2f3Ga+57L3qXuVNFoKzt65T/skofPFql2ydiT33rfHwR9OcE6rCzJq0OH4XVsc/JujKtkRgvBVu8yu++z83h3qGL/tEG+c0P7S8aMT1ja4EnIBXaWSJHRWSc4D7ofwDDlRSjIZt0GbDUDbfrwaVW1tJkbjsrdl3jd3TocmHZTBEh5Su5GTt52B8TUoAg04mq3tGbvdOaNli8/fOzC7plvCcHOGVAXFVICrEZ4iaMf0O0uSVDKZtYwTd92M5jLtzVXGfF3Lagtw9d9NZV6GmoAqBCCzDUsdheelBF5My0vwnZTASQoCorQgVg5x6hClDlHiMEt90tQQDaUM0TDaGTtSnVVNLdChw42J4s7tbY6CNKtH/v4uNUUCEFJl6yba1M8xRKvlJQxaYYVg5fULE5codVhEHlHskiaSNC03XS2EdhvrxsM6zcNlfa1rv5tI0WXpI2neIY4u6psuXcahw9Rr0crM2qLEMRpV2/8ru58Pgk4Fi0mLL819ev0lt4Yj4v6UF8+2CBceJ6d9Wp2I/S3jM2f8d+SqdsdGQ5CC/FoVmchsQTficGvExcIEG3jQPl0qchhddOj0Q3a3p1yMO0RzH5XKwm8nmnvl4soVngEVO4Ra4LdiELqct14iQRW6Ehf1lYPxeMxwOOT9r/oZXOGXQvuD/Gjy31cxX7PIg3Zk6SBsaXBW/G7WmZisM61rKAtATGZmdbhX7oWy0iY7j7o/SM1/IfcDKdKmulwNz9NwyfV2O2r1LzbdrC3WaCdbwc43tLSjUMUp/OkXcQ73iV+1XylbedIQCEtjk2tnlCuRiar4qejch0SCzJ3blS4IgfIMWRJp5guTlBN6Gkhkoqubamb9rTyRCeGWiVG2EajyJE59M1GlzUadEkSikbGm9ZVjlq/ZR7uC1DdlGdJRnb+VbxGZev+6AifTpNhznPKMiYkTWiHLs3yTtoOMFTK2xlTWX3HPNRqnrI/yMayFIG3LMkpdqovy0paD8iTuNC43XtXgPX9Ceu8I3vQUquMVYyQnVirINnjVVDfYlQLlSqNxqo2pfB8fmWsqbW184JixkaiqH4/WqMBF5hvo1v2VfNdskpuZuBXPtStNVLWGcMs68EAp5JkhGMWziFm4kGFckhnrOdZt30RYrJvMuY7ZJNWOvpid160AoRRiGVU3nZUC3WsjZsuVxRjtSHNuuljZvFj7HjpwkeM5daheB5GmiEVIokI++dyvMBqNGAwGK9du8PDI3023/v5Hke1WqYVwFX4rJkmckljUV6HXva2FiYY26Ff9cQaDBULo0hzlsrd9Jry2ehH7g6kl6Fgmbk3koPbqGfwHHxXA9PWRIU2+2YjUd1POJx2ihQfCbJj62PYFWgtevBiavTFyoephVvMt/5tOEBHGLrN6BKim+q8jOpeWBe6Jx9O/8iJn33uTe+8vNelX8XXK69u06l6QB0fjeim+n9D2Y7p+ROAkuFKhtCBMXZaJyzz0iRKHOHaq2hIoyQLW67/JfKrez1aUsJufFNx+v4YgXU1ziRnWijVsti+SkCClwnEVnpfQ8hJabkLgJgSO6cc4dZjFPvPIYxH6JLFDmvmMXCqpXjZe1tzra5902fl3t/nCz9wi2YvXp2lCkhGGtf7K5j76rZh+J0RpjB/P0q3u87QO9otcm7lBumZj0+v9MaeLDkdnA9JssaDXW9JrhcaczXqOep8LkBGM37Jmc81UrPriCI0bpOxtT0iVNL580ZoohLV0QTdi0F0ynrWI5j7SU3S7S+LEMRrhJr++SwimcBR+OyZNHLPwY2seF0te/OmPXund9J2h0WkiKzZsP5p6ujoBqufZ9DtL02hbv64OdWJTz7cp3WW2+A3/c/OhguTk305tEsl9GxpITu7XoJvqlvdTjiKQQEYSLLMlcl+SfDXeEeXLQlhjPSeNovwvktLMSTsUdRFaFyTH+JpQWa2RllN7bn4GIBNdmGcZzVvZGTLKiIyT5adKgicKEyjrOzsnY1U6+OusvIIMZXWXORED5QhDqDKNBlqjnDIsdKmtyTfxBJGYvpexRTqzOiIFMi3bYdJkaVNdECN7Usk1YN40KfsQU1ZO5Mw+PxmJdISJAJfVz65j2YGC4iLrnuZ9JsOcoBlTuEogjIx4GvJRppX53jr58+JQkBcRptWXj/X8yjDfG8ha9Uq1IWyLuPGlJVJt9rypP1dal+THbmu22CHnVkh1u65ar4SRB4yZWKwRkalXZYFECMTSpGmMyDhdZKS0OkeJVCFGlmbWmgdFGJkw+PV5DYzJrcrC518hyNcGLxMZyQnaMXHkrg8QkF3bZHLmthJ63SWzhU+88Ap/nEXkGcfgdY699uvGVQyHc7pBxL3zPvHCWxVuckHkMpKQDzdH0e6FbHUXxkztootWAjdIuLEzpueH3B4NGY8NmVrxw7kCpJfS6YV0g4hF5K0Xyprq+zAEx0Y+x+b5NpHRy0gplMJ/RmqCIKbfCul4MZ40c+Ii8ZhFPifTLlHkGq1MkpFOXX9nW8SpyU+m8pK6rG0N59cGamiSP/SqqKJLApYiiYElPlNRphGOxnHTTFuV0Asi9rszPCclUZJ57DOLPObLwBC73GEeVk22VupU+32V+36J8A1Uw8A3QQt0YkzCooWH10oYdJfQhck8yPbG4Qr3w3zMxqOC05M+o0mbaztjnrl5jxdHQ0bjDpNRm8XCZ2swp9uKuBh3SK7iw9LUjCwwwP3jIf3BguFgZkhaU+jnWrpw5nOWOGznIajHLaaTFt3+ku5wYfbbSeTl84dVN51KooWH344RQpsIb7FERGv8BNfgO4Po5GgiLPXzlx1rOk8pBF52nR1ZqVKXq9aj6bjWVQfp/FiT9qqe1vJdqORfX30WZdQvyIThuul+Xetkk5PclC5Pvy5SmrC+a3W1SY4RvEwdtCsqK3U6Y0i59gYlKg+Dzjf2rM+JDcJjQRysNlbak5/OAi7obN+WlQWzPJBC8QLM+wqzX48QlrmhlXEDwasEHSj6gkLIzU3WdU6Q8nGe973V/qJ+UIyfcu7J+xGEZRZmBzLISdHKDsvKkE/sQDBCGlJk932tjkUZeb5aF/e0KNN6l9t9VPyWlrCfR8+zJubGp6o+HCWZc2dZj5UodjausgDR9DyvW9TINTh21DfreCWLdRrjdfWq12mdxrggkGuc1Td4pJBeivcwe+RUBLcy6MBkZpx/vbaJZFbxx3lAPk4rYX97QpI6zWGjm7K4ZNU7DWBvz5h02ivP2ztTbg7GHM+7vHjnsOrDcFVYe+70WiHzyOP4rL8aHtd6N1T+22162LLz6yvPXO175Xg2v2b79vh+QrcVMWgtabsxSgvmsc8k9DmfdogitxDk1/bNw5CPl4pLhdBLyr9KhLWcEGX22VppVCyJFx5z4EKQ3WdDgHIiuNeZ4zkpceowjX0my4Dl0iONnauR5ZcynzVlddUocrkfz8zndOniBgnD3hI6YUl4mqKT5f1ovV/ztsVLlxfvb3PS6fLY9gX73RkvnG+xnPucnvWMOdv2hPGihXKCTGTS1bxzXELYdCqYXHRwWzEHW1PGQVBqeC9pbxo6nJ13GQ7nDLfmjC46TEdt2r2Q/mDBdNIq9w1remZqixH5XjteO8ZrJcS4aEfDcn016vjOIjpwuQDQZNZ2hWvFJUQjdziuh4de0Q41mbPZuIyE2eSpnl+9TXaYaLsOuQOyRcBWNgbNv/N3YE2rowXk4YkrTtu2kL4ysIURtEVNCLfbZgn1eX6i0IZYAqmlpSkIYH4r8u8sXHFx3o7MlpMFx9Jm2C8xZf3WFFHZcnIllOVaKay0qnqsII8yJ0mivN7Kq95Xdlhn7ZgMKxHW8tuez8HFOCzeJ9k1dUGc4rq8r0S2aqllOaeb77Kspr2R7JDX2hpLZFo7nZbjXGPuexnMwbpfWG1ypBk6OSlSWVjsBrPMynedGFjkZUXQt59nrVbHftHAWrr8WL65rTWugLUb9q59nteZsGbmfkBlP63KnjqXzV31PqnPAesI24bofF0hvRS/lRAt3fLl3wT71mbzqJCaVi/Ec9Mi6ECrF9Jrh1yMO0Yjk1+/Lr/M3ORgOOV83mY2bl0uyKyrU37IUaQBJF3NbOmzmAWgodWNeGz7AoXgC/f3q7u9w9WExhrBmYX+gwmOZrX9ovb7oYnWA85Li9i4Gs9P6HeWDFtLAichTh3GUcDRpMdy4aNSURXS67BfjA9p0vctgXV1X6c9ElmUVgFpJEgjSTT3mIpO4avkeSmdVsh+b0Z7KyZRkmkUMFq0WC580lg2+3nV3nUvGQ8ylct8xiqHU0PkTpcebisuCM9o2iqDCdh511f2UmEW7jyFTgXLacCXlvtsDWc8uX9SmLMtpgFh6DHszxkPNTIW5WvyqkQ0M5nTqSBWPvfSIfs7Yzr7MSfn/QeasqlEcnHepTtY0hsumE1bLCYt/E7EYLBgkgcpaOo7G3lXZCG47Y1FHwbfWUSnvipqCxaXCQr169ady/9DJoCQRadqEJbApJOSdYLZCpGp+bEYAiBX02XnVoS0przXHCvSSuucLVzVitS2pkPWys73qLEIRXEtlGGgLeFXyyzwsBDlHjJFGaIiCEMpGNt9rV1R3fskJ1RurV/zuuREINdoZOZ15SoehZBRkBPrpWqHdq7sgyPLY3Ybiuhj9fwEtVX61X4u6y0qJFDkvlX2NRbB1JUQyaa8PJiD0Qjp4j6IvK55/0jK4ApYYyTPTuuyb5vkeyGqwy4zSyvooU16KoJdtUwhS7Jjk+uKFiv/rstsqiSaKyQnH5f283rZPjz2b3t/oKaITE3k5TKyU0+nq6ZsQIX4CFWOjSYztqINjjT+OvXym+rz0EvtGzwMjCZHlCTnsu62F4mEIRSdfogQugg60B0u8N1kdX+cNcK8cBS94YJBK1xvqnYVZA9tbi43bbfwRsaRWvophztjdttzXrjYYjxuG20FNAih6wUw4Sra3ZB++xINTh15n9XbXp9jxJpzTXPROmRhmYWjcLyUXidk2F7S9SLi1GEUtrhzMSAMvWZtzVUEz4clLg1+QOvqXinfCjpwpXT297p6rPMNytM2kbnaNRoNqSBNHdLQYTn1OZc9pKtxvYROK2KvN6O7fV70+WjWJgrdcpPZIs8H9MHLgeDSYAO50H4alhoe1V0ymbZN4Axqdcn7xqm+27UGEsn5WY/JtM2N3RGvu3Gf5863mU8Dzs97tKaCuA+9rTmzSat89q6kdaMga2kkuX88ZDicc213xNFFb/18kR3TqWA2atPq1YIUKMGgP2cqjc9SdezleVjf+XBQgmRZkp1oefXn4TvGAnv5mn3Snd7qCSmZveEA3WmZ/7nAIwS6HTB942GjGUlyOGTxmt3iv5blZ/GaXZL9QRYdyyIijsP4rQfobqsoO4fuBIz+wgG4TkXoAogPekxev1PV3GRpx89ssbw1qNQbQLuS43dvk/aD8i47Jl3aCzh+15ZxtLaghWD+WI+TvzA0aWok5+J1XWaPdcvoWMI4/yvf4f5394l2WiXJyUiDibrWQXuy7NdsXlseBJy8pWOE41xgz/Zbmd/qGEddKAT/3G/k9I0B0ZZr9h8qBHhIOg7Hb/FJfVmYaeX+Ncsdl7NngqLs4uPA+HGX6S23KMcJy/DO5097hFsOuV+SCTQgSAPB+dMuaSvzE8o/UhAOJedPeSjP9INyzTXKFUyvO0yvO9n1ooigpl04f8pluWPOKc8c0w6kgeDsdS5JXpZLkSYaSC5e62ZlZ+mkCVAwO3CZ3nDLcoTRLGpHMH6VS7jlGM2LU5Ic5UkuXuORtkwfKqcc10lHMnrCz9pT3kctIdxxmd70i3LMPTHjTXguacesqejs/iJBOZLTN7bMuXxsZGM87rmcv65txoZNDoHFYYvpqzpZPtX7PHlNj3CvnQW6KBcRtCMZPd1Htd1C25Tnl/YCxk8PquQ8q0+832HxWH9lsUILweKxAfFOZ3XecBzmr95C+66pu2WuqQOX8NbQHKsRF9VvkezV5qhs7kh3euhOsEJ8tCPNXOOVa1YFmfbcYh6qIJvb1LBbnTeKerTRLZ8Nvr7wgoQ4bNDkiDWf/LRrCIrWMBubOXK4NceVivPzXrlSaqezh4AwgQv29iZ0/Jg797eI55mJW5p9rorMv6IzWHK4M2YReXhZEMLOYMnT14/wpOLZO4eMzrvrSU5+LKmWLxxFqx+ytzvBd1NOzvtMzjuZid+aejb0WeOxy9LWf1fqSWEtIByFE6S0+yGHhxc8dfOIp68d0wsiTqZdPvfiNb744gFHR0Pm4xZp6JigAbnQbQv51l42a6s3cSG+wv1Zl1f9+Lrz9WNNn8vS1a+x21jPY12ZOZQwUc7svLKPVkbjE858Ls56PHdnl2dvX+OF8y0AHt8555lb93j8xin97TluK0G4mdNnE9l5GFx2/TrJ2iJxOpXEc5/T0x6zhQkXvbUzxQnS0iS8qV+tcZ+PoyR0ef7eDs+db/Oq7XMeOzzH9VJECt4MAjdlf3diNiAWVl4rBJTm518LdCIZnXc5m3a4tj2hM1giHHVpP2glWEwCRtM2W4M5XjsmWXpMpm163SVeO26uAzQ+fzlJRAvcoBZA4hK88olOIUBR7lthE4IsepaW0pjI1HxoCv8HK20uYChPFkJgRVDwZblZZpaXyLQxSWtVmAIjOCWtXOCvfpQrSdrVMoDsXCkcGuEzJxqZr0ReN1vTIY2gbtqbffK6e4K0ZdVNykIYT1p5OoF2ZdYn5rmLe6WQbQaoSa98SbitUY5Eu5k2xTGfuC2ItjIS41bJojtL0Uli8nBygdtEEpvd1MQdUQi6ItVoV5J0JNMnk5J8uKKoU9QXTF+tSgInKcqc3xBMb5lrlSuI+w7KN//Hr0tYbsmCeCjP9G/ckUzfsiRum3udZmmVK1juSMZviM3/7Lh2zPfkCZi8xgQfMCs/0uTrCiavi1nsiwox0o4pa/bmJXHHlGX6w+Sx3JGM3xyReiVpysfE9HHB6EmLhGUESfmCizcr5geyKANApJqkLbh4R0Q4cLLxY4gMEuZ7DqfvTEhb0twPVxaf0asdzt6Qle3mdci0Da5L0nJKUicFyjF7DV28SZF0yrGRR6wLt13O3qRRriwCOeT3e3LT5eJJpxwvGZHQQnD2jGR2aPbZKTRlUqI9h5O3CpKeVz4PGcmLhh4nb5VoL3sOLII0veFz/rRXEPGCqAFnz/jMrweGtAgzhyAEOnA4ertH2rXIQtaGZNjm6O1BuchhzTezx3ucPdMx56RF1ITg7I09Fjf7K/MGrsPx27uoQbs8l89rww5H7+qDU/ZVjvBan/M3NkequXjjFsvHhqvzzQaPFHHdXM1+sTfJDkIj/ZT+YEEUuczvd43fy/aUVAuzT8wlu4nnK81eO+b63ogklRydDGBimYHENaLzAMHXCVJ2d6b02yHH533mkwCAcFfx6p0zXhwNef7ejok2pZvzqPz3FLjKhKPuRIaMtULOR10uzrrrTWYuE/5XBNqGY43panXLPsGZQEcRcVvw+PUz3nDrLo/vnCOF5vmzbT734jVevLvD9KyDPvNLbUJT/hrE3Hlgmflx3UvAa+i3+n8rLyGaj1fubZPQm5+6rK9qaVamjHXECNZokRraogTOVFavbchPazKnfclyGnB0NOSLtw/4wr19JqHPYX/K627c56mbR2zvTkm9fK7Uq8L/Jf2xUt+HQUPe+T42J6d9lpHHznBGf2uO9NMyTVPZdrs1oASzcYvP3zlEacHrb9wn7mtEAmfnXabLgIPtCd3hAtGwh4/53VzH/L/WsJwG3Dvvs91dMNyam7ya7l9RQbPX0MW4w3Z/TqsXksaS8aRDtx0RdKOKr6+YP0i7La4WaKHSZd8J4aVlsHpBk/lJfnyN6Yj9vx6AYEXrU0+/rtw1+QOrvjeW+ZwYm2hKut+paoZyQtOwMVSdWK2gbqZmYeXdUjehalg1rhzP625HfMvrIaiweC0EziJB/uHncG5dZ/HavbLMzBSwouW26qoz8zLtrEa9KyKnFXUEoTTKFc0vPs2KOVrFH0aCUPl12W+R14nMkT+7PK9vEUDAlN377CnTZ3YLglLU2Zo3cs2VyBZPtF021fyL/7mTui7/5/UubPzzqKH2CoqVvhJ0wjLby483ykB5RLzsXrW+doZ67jb67a8nbbul+VfWt6YeeqWPczM/keSzONV7DhUzOjuUuDHH04YAi7Lt2pWmfk3PqBCQ1b0IPFA3U8vNAvN+yX7LyQxShR42aGPW+b7Y4Z7z67INQ/PIbY2om+blddflZqKlH5chSqIe4jrPyt5M1Jr3tOsU5m2JCvnk1355E176EaIxvPSDIIxpWL+3YBF6RejW7eGMeeixmLRqPi+szGlCGn+c/cG03AB03T49DyACeV47/RnjRYvZxGiWWp2I9Nk+MhFEr12UvidXNQvKyFO/azY8LfwXmqI92XXN9wex5reVa0XD7yvWSQiQnqLVjphPAp756Cn3fuQG+sfOmM4DksgtzdGu4Ih/6TX1ie4q6S7TAq0RaRrT5dNd6HDjX0nufCBFBmnVr9NOsqY+L0uqfDkmZE1apPxUFgyi3Y7Mvk2/foMb//I2n/3b+7T6IdHSXfWVuqy/H2XgBytf4Wg6vZBeK2SyCNaHXb/snmd5LL/SxxtLktfPSWOJk80ZgNlXK9f+XtV3xypbeord7SlS6Cv57UBm3jqcFdEghdT0+rXw0/Xnsyaz5efVcsGLP/WxTXjpK8HSuqwcg2YC0oRMkKiHhX3oeqzLu+maGiGp+sWsz3flujrZyn/XSVfdRwgqwrRdXp2AFL8zklMNT10jSoJVP4fMRCmPVFbxJ8mIRZ6XaVN5zC5LOyVByDUORTpREljb90UX5VltwyIyIieYuvKA2gEodHa6YtJs9aFyqBKzvLssk1oA5ZRpRB4sIG+P3WVWMAVz3PIRyohAJUCG3f2pabO9QVyF2Ftzbt4HxbvZNvGqaRGVYyUk6y5rP6NiHFjflSh7WIQn9/nKx1vOG/K2CatSBRGove1t0qBrJKZ+DZTPVH5dPfpg0dhLFkqgJDkVfylRkqn69fW8msqzfXjyy21fnIY5TSRpWa5SxTXFfjyvzDWwbx1oVgXwJggTFW3QWzBbmM33vFbC1mDOZN5iOW2IrFb/u84fp05sckFiHYRxBh8MFrT8mOPzPknkIF3N3vaEvc6ML0cDnJAsFPLV34F2qOjRrE0498o9fOqCTz6/53V1dE0Ab2hLPd0DiI8J/2zCfu/05my1FoSpy5fODkFr/Inm3mm2uPEwQu9V/HFWKqOr3/XTorwu37NGCI10FK6b4jgKVypcR+FIhSM0UmizuWf2AnGk+VZaMIkCwuEhN28ds9VaoKw6pUqSaInSglRJUi2IU4cklSRKmn2gUolKyw1KS0fPrIkPGGNX6if7+rpfT1GQKK7RykQEm4ZtZqM2B6NsYctRPLF3itKC03nXkOvINeTisrp8PciOFuhEMBuZoAr93oLu7oTRtG20ora29RK/KJ0K5uMW7VNJ0tOF785s0uL0rEenF3JtZ8zppJs9Z+Khx7CKHE5O+/QHC+O3c95f9bmpIY/ItrU1Qw4V01GbybhNb7CgM1gyHzcs2ED5zNrP6mWhrmv4ziY6dWEnP1a/pilpviliXWvQ5Ihcj3RU1+Tkv23B50H1zq+/TEOzjrzlwnOqS6f++gpxXnXHyr/YILRWxiXPXh5IwF4FXyEXoppvboKbt8/emLQyn9naIPtFDbVQzdn//JxDM7nCEAlJldDk55UVgayov9VunKpgnAdtKPrEJmZaFw+0zshmndSYk7rSbrQu/WMKMptVRVSJVKV+DujMaV+mJbHItVo2dJ0k67I/87DPleNWUcLqO6GtPIQoNXL5vVX2CwpEoX6y+9UK7ZyPdcpnRpQFF5XQtefJkEpRyaNxMQPMs2Hvj1cnO7k2sk6K7LrW09SRt/0yzU3T/FAnUA1p7YWWIijBVbBOw70hO19/NHWxdQtykjOdtUhCtwgfPZq2zY7jeRj9+spnBumlbG2ZDTvvnQ6tVdyGOlw2XITGayXsbk1ZRh5HpwN0Kgg6Ma/aPSNMXb5w94D2BJTHlQUnITV+J2KrtzCBBk7760mSrn1XMlrTJvucTXbsc1YbhdS4fsrWYM5eZ1YIwF+4e0ASOTjnXra4cPU2Vut5BQG5QYAtHkupkY5GOuW+M20/puUmeDI1hCYjLwpBlDpoLYiUYwiJkoQZMUm1QBcfk73Wgij02J9r7p4MOQ26CKGzT0aghMbJiJPnpKbsICVwEmR2XqJRCFRGhBaJxzJxWcYuceySxI4hQjUhu5hy6tqZl4OaaYVWJoALSiGPfT7vHBK0DKF9+toxi8TjeNplPmuhYlkGzPl6aHHW1DcNHUZxF7dlnvekbcy90qhYgV2tk20Sp0EoCM4Ez19s8cTOGaftDvdPh8zGLcLQZXc4Y+l7ZZCQFROUy9ubh6BO+pJrO2OOxz3CmX/pfjsqdjg/75Xhp0cdpuM23f7SkJ1JUEZ+tGUt+/l+yNfSK5/oNJmH1bEuAtKDztXLedC5B5GoOsmxNShrSMvayGoNZdYjdJWbTNaEKVuwzuvQINzbxK24XpSR0wqNiDR7odjaH9tMSVsCfuEYLzIhNfObqpt+2doae4+TuvbGJlK26ZnItC9lvUvyVGzkWe/ajIzkpKUgFdK0QaR5esr02cu1EO7LippynNzvppxbijLyTCwCU7AaURI1TW1eKkiVdY/ya4RAObowszP9VCMNRXda/erk4bPLvmwSFrQ1IVVkjrx/XZlpzDDR9pTO6pXdy3xPH2X8uoQ2ZQppkeX8HlpR6xC1vYNE9uLOx1k+jvPQ1DbsBYjcfMsaM3aZxeak0GjqWY6vDLmmxCYmdiTAgmHrZlJjp7Pr2YCmxZemxZgVIlMv016MuSpR2uCloy6gQ/GMu62Efi8Lxxo5Jjxrd2nCR69bPbVJjp9ysDsmSR2OTgalT5CiMQRuPX1xKIvyNuwsOMtWgYUs98V5cTQ0G4KmgnbTazafF+zfmZnasD8H4PSiV939vJ5PnL1T6tobu4y8/k392dS2jHQIqRGuotMNOehPUVqwiD2+erJLuKiueD+sW8Za2ISnwdclD6XsuimBn9AJIjpeTNuNCyITKUMgFrHH2axDlDgkiVNoU9CGuNik7EprF6GDE2nU1GMZV23g104JwrwTcksA4WSEyFV4XoLnpLS9pAiz7csEpSXL1C02BF1Gntk0N5VFn2v7BQfNY/6qqJgflMdULFnEAXemAfe8IZ3ukv3ejGA44nzZ5mzcJQ5dY1lQkYGuQFofWCfWLjBoJYjnPieRS6sTsbc9YboMmE8DdMoDyxYZ2ZmM2jy78Lm5d8GT14947nSHcGEWK4aDOQd7Y07O++b5e6i6m/szH7dIU8nBcMqZ07lcMwMmsMFFh95wwdbWjNGow2zcotMP6Q6WzWHu6+P2Ibr9lU90cjQ9nev8ZKxz2pGNgkO5B0pDfvlvO3/bDr+uxbHrmKqqmVhd0Km3Jy/f9snJha7Md2dls8O64GX7N8ja4MIiD5b2xl6xN+nsOtQib9mkhGpfFv0nhVmYzPPMo20VgifUV+LsMiraDUvTUwqqkIeNBlA5SaiZ7mmZkycKrUk+WeTXZ9O4ucaqWxEFznrRGoJT/l9nLpHnW/HzwUpHeUxgAhXIVJekR9fITqa9EQry8Ms5TxKqJHM58rbk+ed52GXb/kW2Rqi+clohQbkmJwtCULwXcnKcp7dNuCjJl86DTQgBDlUfnqzhpQZLF/mavWXyviyfcXv8Nc4JIgviAWUo6oZrTOX0ilan7K+adseeZ+oas9yU7UGLFkXmNbKTj/E4QTRFX7P9dnJtT6qq7bis/A2+Pmh4xu3jXjum2wkZT9uoyCHoRvQ7S2Nbv3TLtE23TWjcwIR2niwDJvWN/gSGMDTVp5aP9BRbwxmO1Nw/G6AiBzdIuLl3gS9TPn/vwOyank+GmvJj51kQHAypyPwQRrN2dRXYuq6yguvoZhJj9+EKkamVXWub0d4khfYmVg5Hkx6Ti87lu8C/XFimaDap8byUdhAxaIX0/BBfJkTKZZF4zGOPk2mXMHJJkix6m7VXzAqBqQj1YlUot80NLhOYa2YaxX1ucDoHSiuRxCjHY2CJCcwiBAUhyrVSvp/S9mP6QcRhb4ovUxSCReIxCQOmy4AodEkTaXxoml6KD4NamgqH0iaU8iQym1y6QcLOYM5Th8eEqcv9SY/ZtFUNMHEVspOIcvzWcdkYzU8lksUkIFx6DPoL9nYnXEzaq/5ra7SgWpWR2YbDOU8dHHN7PODiosvFRZd2N+RwZ8zZtMPSfhavSuS0CahwNxlysDPGkaoy57inHskwC6SRJ0kl01Gb7mDJ1taMi1GX+SSg3WsgO/V55CHxyo+6BqA147cdEt3aWZkNtBScvPc6qt9eedGrQYeT91xDu07FHERLQfiqHUZ/4aDmV2GuufiuA5av2S1JQy6YeC53f+iAdKuzUsV02Ob2j+yZMLE2yQGmT29z7/t3V7U3SnPv+3eYPD1cuZPac3j+x4ZE+23ysMi5P0642+JrP95HBdnL0ooydf66Li/+oLE7rofbvfs9HRPyt/ZcaVfwtQ+2WBz62GF7AZZ7Hl/7cY+k5RRCZ05MRq/xuf0+v6LFyVf+z14fIAdZ2Ow82lUWIe/Fv+gwO3CtkM6mrKgvefGHTXQ4nUULy8saP+Zw5/vK/BEUkfFO3iw4faPMyrDa5cD979UmOpljzNryfOOu4O77E6JuFg0u08poCbNrkvvv0VnEtyy/rK6nbxKcv75Mk5Nl7Qjuf59ielNadc/K6gju/UBK3BWV9moB82uSe9+nzHFREhItYPQayembRGm2l51TDtx/t2B2zSmJRXY+DQR33yOIu7Lav8JEXbv/DofUF5Vz2oHxq13OXu+W9zgnwEIgg4Bo4BUR3PJnKWlLXvhhl6jvFNHMirIOPV54v28iG+YbuAoTkvrs9QH339HOIufJctHBkdz93g7Tx1olKc8IhnYlt3+wSzwox1s+jsPdFrd/YIDyrNDuGfeYvqbH6VuHWXtkZY44efs28ydKJ8giIILncPw92ybqmhCV5ysZtjl9x97qggcQ3hwye3p1jkIIZk/vkuxbUdfybymZvPkA3QrQgVdGopMCAp/503vlPc4Ij1CadG9A9Nh2tZys3PjGNulWj2JxZoOvD2oLBOVvE3Gs2wmZZCQn3wj07KJXJTn5ty3oC43fibm+O+J81jZCe9MmoGLNb7seraTQCJ2e9VCxpN03YaOXicuX7+0Tzb2VzRll0pBnVjevHbO3O8GRiuPTPstxgE7qZL7WP+vqmF9bJ411olTrX+Eq2v2QW9fOTQhsJ+Urx7t8+cV9xuePmOTYkahy8y/HENHe1oLr1855/WP3eNPNu7x2/4RBK2QS+nz1dIfPvHiTz71wja/e3uP+/S3G5x3CmU8aOqjEbIqpM0HWtF9QmdzqL2sbTdesg52vbiirUcBePacznx2dmrDQ8cJjNmpxetLn+bs7PPvCNf7s9nU+f++Ao0kPRypubV3wppt3eOPjd3nVzRO2d6cE3QjpKYSjLPL0aOeqPJTx0dGQZ29f4/6kZyK33bzP3v7YhGq2w0BfVoerDKc6sW/ISsUmxPPFpM1Wf2Gis3npldqudbmR5xeP9tnvznj82hmOq1hMA47O+wyzSGrSbXL8fVABgiR0uH86pO3H7O5OTd2AZDdu1B7rVDIbtQljj52tGdLVLKYBSgl6w4UJBb62vKtX7ZWv0clWl7vPTZGLeIXMCKUZfnGOWERlksykRCwitr44B62rQQYA/3SBO2uO491/bo6I89CAVnmpYufZELmspRMCOY/Y+VxkhKWan0/7/hJ35lVWsxECHMn2syHuwiqrWCXW7P1ZgjeOqlofB7xpwv6fOKaOtqALdO/F+DOndArPBEYtYPBcirsoV39tbcX2s+DO8pXpsu7uXLH1rFOYKxXnpCAYa3heVPpIZ2GXW2cawhBEuQ9ILuC370ncUFXKMSv/0L7tIHQZfcoI/gJ3oWkdS7RMy7pndfUneVsp25SV5585yLjquJ9reLxjr9ioMdf8AMgYvJEs6pVrUtDgzvLNHUFLjQnvbcr1Tx2ckMo4K0xYzrN9aIQoowsJEAl4F05WP11J58SmYC2NdsM2EXRCYQVTEGVZgEhs8mNpMCVoL6t77hcAWeQ6Y5e/EuBACnT2/BTHRPZYak3r2EHotNQ6ZOZsTqxpncrinpRygsabgUystkqME78j8CYaJ6r55WTwx5TaKEeYKGXC1N+b6qLNgqyPAZnqoqyKGZs25QirHoUpqK3By+5Z8cyKnIgKRK7tcSSkCuVL0sB6HiyNa9IWeFO5ek4Iop4Ee0+sLF/luyy3HToZ6bRN25KuR9x38W3Nboblnk9wCs65NTY2+Poj62qvHdNtR4bkZMSiE8Sc21GS1qRFaFo9E1ntaGTs5deagtXT2oekpt1fstW1TNUczd7ehIPu1Dg25+YpFWHafCm7mtkcJr2Ubn9Jy0u4mLSrARFU9sxpIJYmzPRVYc3lK5okq18AZKZJujaY4MmUe5M+d06HqMgpNRVNaNQIXVansrNzjY3jprQ7IVvtZaatSVkkHqOwxfPn24RLD5WK1chflXpcUujaur/EZ/hheYNthreOVDXVR+hK36epQ4pDvPCY0OFu5pPkegnddsh2Z8HjwwsAJnHAxaLFbBEQZwEEKqTvpdS/fhhdannGbfxWzN5gxtPXj7hYtjkZd4kWayIDgpG7xBptjilgdQw3XWtp7nJztm5/yf7uhItpm2juP2AMmxdpHs76S9EB17JNRr9yssty7nN0OmBrOGN/d1Kakj6gf+plpKExk93dmbK/OzGb+0brTeK0Eswu2ughbA9nnI+6LCYts7gzWDAdt03YfHs8PsxeX8B3Rnhpx9oMNEfdrMQ+ZmElklGN8BT5XsUMpOlY3XStXr/a8VxbIi8m4DqoQad6TUFcrHDIlqlM4e+ic+FVrERTK0y/7D6o95G0roXi+nqgAeWKlcWGkmRYArUs02ghcBcp3u/+GfI1jzN9erua3goTrRsWKs3Kfy0EdXbcjpRWpM8nFm32yZFJSWwq4a9F8/3P8zM+OhahqC2KCItsGCKi2frTC87ftmX2nbGuq1hYWcJDHmI6/73S9CxtxSnd9mHKTMHsfAsiYS9IWQtVeT/Z6XKylofXtk0Fbf+W3ufPUV95nuR730jcdSvXmUaV96Io3xr7BUHKfXlqZVXqmtWvEgDD9k/KHYjr6bP882dANEU+07o0oQOEKjtfjueglNmA00Yl/HdDnvn8U/MPqvjq1c/ZqPvUNPnyWOkKomObrUF5rAGb8NKPHkV46V/5aLkpMoDAaHIaSM7ZRbdZWLCEIiHNxp073Tn3zgarPjwaIyBU9tBoyMdV9AcLOkGUhY01pmqP7Zu9Yp473jYmM2uEqsF/8FEBTJ/OFg8do8XZGcyZhT6zSasquNjCXZrN7XWzunW4TDAsrtE4vqLfW3B9MCZWDvfGfeazABWvCXpwCdwTj6d/5UXO3nOTe+9PVsqCTCRwFUErZtBZMgyWeE5KoiQXyzajWZs4clGJIYrFY3oZWfhGIpLc/E3B7R/W4D8E6YSXVveVl9Ell8oyYEROfPpeCMBF2OZs3mYxD0ize9so4WrBtd902fl3t/nCz9wi2Y/K8te1wSavUhehmg+6U2axz/1Rn+XcXw0FbW9HsFKPPMNLm7wemYnq9nBGnDiMJ2beyMvvPesjIxi/JVppA4BwNP3BgldtnxembFoLuv0lg/aSk1Gvapb6MFVzFMOtOZ0g4v7ZwCzSrDGtIxUIX1U01yqWtHohrpuukh0lUOGCF3/mo5vw0kCVPNiOwbAqPFgrn8WhNdHVVvK2BZb6NfXjTWFl111vEZe15SvALfMpSI5TzcMmFmV0LIGQqwJ9XdNTPqRV07ScmFT2mMmP56ZZVNta+GrkJlV5F9ohkYv9gHRRBmQCY0GI8jyqQrFyMj+LtLyu4mNjkZG8PLseRRjkpmfS1i5ZxEXLjKvleWksMpjVw+pPoTHOolnf1wMYVEiSTZCEVYaolleJtmbfP13VYKHN/VIWEcpvu8rIi7DKLvKxfWzQpW+UtkiIsvK0njWzsWdWBQWajIzUJ/+s7uW4y8Z1Tm7zYAVk4y4bH2CNGZHnX76gi/dnMbZrgRXysZcHSrAJV/5cOQJU1rbc/y0nPJV5hjIyW/a/0WcnT1cnKFIYv53K81S7DtbPOQ9au6rNf02E+cp5bfBokJGcXidkPOmgYklnsCTwYs7Ou9WNRXU1HRjBq7c1Z9AKuXM6rJq3xZmA4KvGtMXvjBDsbE1JlSiiqrX7S57YPeN00eHodPBw5MDR9LYWtLyEs1G3OYBCbXHlSuSlnrYB+b4pw8GMw96UReLxtdOdZmE0z6te5hVIVD5h5OV1OiE7nQVbwYJEG2LzwvmWCWqgRbnfTr38SrkPKfk+qJ4vV6B+qLq8hEJsglP/Xb9UgVaCKDGmbxfnZuNcz08YdJfcGIzp7ETM4oCTeYfJrEUaO1VN2ToNy2UkzXp5G58Xh5PjAWcXPQb9Oa/ePSPedrhzMWA5900UM8gC2DSM+Zrc8ZKgBcnS5STu0x0s2d+ZcD7plOSkqQ22v1UWNe0Lkctr9k/p+jF3sqhsceywP5xy4bVNJDRl5XGVqqUm4EA6FFzbGXP/bFANNpJDAK7p00W24XCu2VlOg1XNDlx9ISTDK5/o1ElEfmzdKik0Ou+uDRttCyy2EFMXTOz0dtSldaYhjdofmgWlYm8VWVxnHO9rglJeJtm8p/QqQalrsLLnvk5ioBTeKg7/9t4puSAuLTOp3CTO2g+muN4S5u362BqmghTYwn/WHzZB0YKiX4rycoJkE7saci1FhRjY5+vCQVHPbOEmP5a//2zCkr/AZTZZZ/cz93Mp0mH9z9uirbQCtAsisd6zVKO1aW3fuyrRA5O2yB8TJELJMnx0PZS2rv8viCcFmRVW/nngh3xM6iIYgTZ7GVkhrktSlGVotxUQmVCSt9MmI/VNRm3iXWgeM82OHb0vJzuFeWYO26StITAHsgwLXtEIaV363dQCPZBpwy4lOzlyzZIjM5Lf8AwXN7g2z9jX2f411gLDynX1NBt8Y5HdgjrJafcNybm4yEhOkyCbD59s5bTlx9w9GZaanzxNviKvMXby1hxlm3Z5rYT97UmxAagQZVS1r51vMx21m03VmuZRAV43ZthfsIxdTk975Z44l6H+7KxDPida/ZC3A8DxzWr7bmfGxbLNV453S/Oiiuq8lmdTOZdVQ2ocL6XTCdnrzRj6C+aJz/Gsy52zQXUjURuPUltjE8W1/bIm3TeC+Dwsosx0cV3dbJ+f/J2uBGHsczL3OZF9HFfR7oTsduc8NhgRKYeTeZfxrEUcus0+aznscbHODC+7RmsTvODirMdo3KHXW/LY9gV6S3B7NGQxywhPnbg9qN/X3Zs1hFWnkulFm2Xgsz2csQxipuP2mryriTWaaO7zhbsH3Nq74Mlrx3ztZIdo4XE/GbC7NcV3E0ajTtmWhyA704sOaV9yfXdU3cNrTd0WkwCtBTtbU84ues1k5yFfVa98olMnIHVzj/pvC7ZgUCc+Rd71tHVtkVLVSGa2KZldtpWPrgtY9WeyoTxtC3V2u/Ni7HdTftze3LGByFWiqa0866IQKkthdc34FRYpgcIPp/zPygOsBcaHwUpfyVuK1bKs8nUeSjgnRJYAbIIz0DiZmH10KE3a8jrZxMp+mdjtK+e/yrFSKC/PiTwfkQcmoGoSpmvpMgKmKv1jrnUXmiQQBTEoiII9t1qaJzSkXm7CSKEdMW20Itjlkcuy/lSOXjFto8gjC71di1BYCWeeEfBqVFWN1qIwgatsaFrcf/vFgyEjGhOaOq97Xh6Um5DmJmxQPHfa2jRU2DfSFhLyxYAi9LU1bwhRCmMpZYCCywiJVcfGa+xrnazD8uiL8HB7a+X5XKY5sou0tdUN9d746Hz9kfvk2CSn5VskB9YKrcJVbG9P8RxVDR9dF35t5OdiCb5CSE3Qjdjpzwp/HOlqru2O6PnhalQ1O19B9dnJjsV9zdZgXobBvqpzf31utet8GRGpEZzD3oRx2OLL9/ZJJl6mzXrIsVwjgvmEnEesjLuC1946putGzBKfk2mX5492SGN5uZ9Ik2nWoyIdawThRnwDHm3n3CUdJg8X9uphTeWg6GeNhlSQpA6T0EROk66m1Y7Y6c65cXhEoiVHsx6pv2fSSL1+nWfl5c3q/cvM43QsmVx0mE5adPtLbm1dkA4ldy4GLGbBgzcgtbHu9GXJcu1O0qfbX7K3O2HSauFHl6TJ649GRQ4v3N9mZ3vG04fHZnFj3Ob4tM9wOGd3xxCPNHpIsqPM5qVKSa5tT7gv+mb/r0vIznLqm4WWXLMz82nnZCeP5vYQ4/eVT3QAtEa3fEgVIk7Kl34mCOhOC8KG0SAEuu0jFtGqL4jvoaVELMMVYUC3PGPnn5TO/vlKrWp7yGVizlW0GRLd9pBzUw97lVp5LtqRyNCqe4a045lISmFKHUnPQy5TZFKGrM4jsKUdF3daDc6gBWhPojyJs0gplksyDUjalogUZKSK6wG0K0i6Ls5CrYx/5QuStsSbqormR7mZgO8J3KVa1ey0pSGIUpaOrRkpSAKBE+sVzYsWJmqYE+lSW5LXwwHtGif8ehrtUhKDbFE+Jwepb3x2bAE/J0nKFzhhHvCATEthzitPmCAG2Yu/4NeZL46MDYmwzdZS36TJiim+hYakZdpV+gFlQQYERP2SKOTETmjKDUhVeSsrhDO7vgjrbb0kRUrps5IHknDMhJ4TCdtUrtAmCTvIQX7bykh7MusjkY2f1JPI7F4WZokYQqSdrD8svyYykqq1iexU1L0YOwKRmHFYaFFkOe4lqlgM0LkuKyOcxnclJ2MmU5U5+cvE2kAh15B4piK60FgawlM8u7mprGWipzNzxaJulq9PsSCiVHXhwQ4zXzd5XWcua8PW/uQttyKwNWKj4fn6Q5h9coroautIzrrkrmJ3Z4oQmqOTQbnSuYYUrfz3TdSq7mBJrxVyfN4nCV3cIOFVB2fEqcOX7u2vt62HKikRJuBA0gGRiixKm9NMXNb0x9prm8iaRUKMidqcG4Mx47DFF+/vm53klTAhbRt9A64obOaR0ryUTjdk7ipwTACYk2mXr812H0xuLiv3MpLzIOLyMMTmYfEI8kz76Tc2tm9dW6EgjQSzqMV8EnDH3SJoRez3Z4y6AqQk3UkIOhHR0qtq3x42iltGGHRitBhfzAjPY9sXpFuS2+fD0mzyYfyY7PFxBUJsym8Ttl1oadJQIBx1uRbLqvvpaY9l7PLEzhl33ZSzcxOCujdYcLg74vi8bxYvHqoNhrwc6R6HWxOORC1QSsP1dTO2xaRFZ7Ck0w+ZZ+euim/kEPzmIHvBn33XLuGtrZXj2nO5/94dVL9T7iSeCQRq2OH+e7bBdagID0Iwe+0WJ+/cXl3tFYKTd2wzfWpYHs+c/rXv8uL7h8Tb7VJ4yZyAk902z/1YH+Vb0bWy78lr+9z9vn617ln6O9/fZfRkpzRry/xilO/wtf8oINrxrWhQRsJc7gc890EXFThZGRTC3tnrA178iyYUcK7xybU3d77P5ewZrxSYs3YpT/LiBxXzQ7ci4CJhvu9w9JdC0pZAuaIgOAAXTzrcfX+CckWxEphrQc6fcpGDfiE85iGBlQMXPzovQj4XYZgFhEPJ/MfGRRhm+/z4NXD+/UsTHcylCBeNgNO3p5y9zQi5KgubjDRRxKIfGrE4FAWZyU3KoqHA++AxUT8PZZ0RN1cwuwnqL54XmqsypLbg4u0ho2eSUqslDdHSrkD90DnTxzFtdcs00VDQ/sARcb8ML60dU9b0cQjfPzZ+SbJskxZw/kbF2XclRd2Le+3AxV9cMHtMlJuqZv2UdATTD04Jt8r8cp+n2XXB8Q+HWdhsO4Q3nL5VcPROVuoAILodljum40z/mv6MepLjv7wkHMhKPwHMrjm8+EFlQlnXyPjxWz3ufL8Za4YwZO2Sghfe73DxpF/8z0lh2nL46odcwu18V3Nd5De/HvDV/zhA+WUYeZ09Y2dv6nD3vd3i+bA/L7y/z8XreitkIe14fPX/NiAZtKpkQQjCGz1e+I92Sm2Tld/Fm7Y5fvdO+Yxb6Y7es8viVVtZJ1h5+h73fugA1bec2vN67PQ4fu8hOFWBWTuS8FU7jN922GiSO37rIdHN7Ro52uBRwwmyzUCz3ddbvZBOcHWSs7c7QWk4Oe2XtusPcbuEq9jantH2Y47PBiRZGOunrx8xWrZ47isH60mOTUoEIDR+N2J/d2LM1mYYE7p1suI6rc0DK21/NNJLGWzPed3N+wzbS754f58X7+6YkNdpgy/RZWVUSJtZBRKuwu/EHB5e8ObH7vDY1oVpl1L4E83FWZckdMqymsp7uesFFuG69HwdL7fcl5rermfThrSPGpcJ29Y90cqEtJ6PWzx/d4fgwshewlU8fXjM07fus7UzxQ1SE/CgsmDQpIVruN/5qVSgFi6T8w5fvH3AybTLa/ZOefzaGUE3MmGprxoSu2nhop5MUx1r2mw06o8EaRu2tmdI/wFhqLP2aCWYjdp8/t4B+90pNw8ukI5mOmpzPu1wsD0h6DYoBhRmv6BL8g9nPvcv+lzbmtDqRWV47jXXLyYBs6UxxxOuKghOuxdenraG7xiNzs4fn5Yb81kQccLh755BGGVmM2XnydGca78TQ64FskZ+98sXdJ6T5THLZG3vjy6omKEUZaXc+j/HiGVSXu9ItBC4pwse+4RCpJlmxkra//KE7gu1W5URrBu/MysJWlY+UuLMY574/y0RhfalrHvrLOLxT7iIWFnaDfNj64sRg+dlKQBpCqJ07fdTRJI925npWL5yfv2TDv7UOH4IVRKC9pnC+Y0WMk4LobNo1/OKzj0PtLKc+s354VdS1GQKB9uFMA2mvN7vdHDnuc9FaeLkzTXq3w4LrUix+aaE7h1Iz9qF2QFl8xh83i0y11KgLHMm8X8N8adle/LjzhIm/36fVkTpaJ/VIzgXxJ/eNovy+R5BWZntLwXVTUEzjY4WEH96m2BW1jn3q5ERnP/xPq0wF8ApXvbBmSD+zLDsO2sIt+86gIPOdxLPV4M0eM928Md5HSg0QTLR6M/2jaYqVzC4gARvCu1nW4AuzdAUCDSdu9neOSLXilh9vFjizRRJW5a+Qo7ADTW93+3gzVVFyyM0tM41u3/gZloRsE0kh19RpJ4og11kadCa3f8g8KeqCGKQp5Ox4vD3HNxpUppsZnUJzhMO/tDL/M3Ke6UR9J+P6d6VZrxDGf1NCPY+k+DNkmwcimwIaWSYcPDHCsd+zjH188YRu39W+i3Zkdm6d0KUV5tTMlI2eC7GuwjL41IUvkeD5xKj0bXnAEAuY3p3Ypo0M+4sRqQNGh2tCc5jnHnUmG6DR4deN2QyHZKGDq1eRLcVmehqtvlZg9wgvZTdHRMw4Pyst36lNicjTXn4KbvbU5JUcnrWQytBf2iiLz13vs1k1G52+G3QGOVaobYfc3rRozMzi0RrEUozh9VDSK8T4lbaZRz/W92Ix7YvAHjubJvFNFj1IarXPTPXa2xTRp6EAOkput0l1wdjWk7C8aLLs/cPiJYezlm+WMLlQrbdpgdh3Ur9y1lneLlrFI31eYhV/G8l1EzPtMpMt5VCHvl81rlOuxNy0J/y6q0zzpZd7o/6hAtLy1MPltBk0mb74Ljmv0rM3jeTaZvt4YwnD044X7Y5OhuQRo4xt3u5fbrm2REavDFEicv+zoSzsQlUsNInNWgN8cLjC3cPeGz/nCeunfDc0Q7Lmc9xKtkbTrlwFItJqzRplYDzABNRLYjmHnf0gGvbE05E12huLjVjCxBCszWccXFhNhXt9EOCbnjV3vkOITqAWEYVsmLbpotFWBzLUfyOVvfeQQhIUkSSkZKaLbyIkmrIZlWSHjmPKtfa0cScSXbjau8tEac4qS6ut/0OCnO2os7ZA5wonHm2mu+Uq306E5C8SbxCcsgEXZmmJTESJdFxlkbosgXMXKD1J6YvtC3YA0JpI3hSJVtamPDKdijnPE8AN9SQkb5S4wRo8MelY7W2fXU0+KMsP0uDgTBmTmKmS/8XWc5X7ty8tFSmyTECvDbtutBl31qCg9DQOqV8QULh/yIjc67wK7JeYv7E/LfJW26+FpxTao4EaI/Cb6d1XN6jXCuTlxWcmv+VUNDaKkuUwQby9O2j0n+pbmrWvW35NumyTGep6SwoSIm536C1oHVq9VN234uxpZQxhaNWnobOiTEJs32ilGPMBVvnutSiaQrzMG+q8PPAA3kfAgJB5zjXYFnPXvazcy+ujMN8RciJFd3bYTFehLXg4U3i8uWR++ll+bXvL6hocyUm0p+C7tem1cAD2TVyHtF5PrLS6ILseGfz8rgdTABovTAq5xSlM/8pDami8+Xzcg6yvsU8pP2VqFpHAK1xTiYmGFA9oqQQBM+flf/V6uLQBo8G87mPchyCbkSvHXI+6jZrQfL/WVSv/Z0JUeJwcd6tOvg3CTti9bfTStjbmjKPPKbjNkJodnenHPYmfOl4j+U0MEPGXSO0WOVJP2VrOEMpWWqWtHVdQ3J36pBsJ6sn1sF+n0iN24q5sTOm40W8OBoym7SMk/RVSIdNcnLBNBXgGV8lN0jYHc447ExZpi53xwNmmcYtF+iuZNG07h7Y5ebX2fftsiZcplm7LN2KI3yDYH1Zo2yH0fq1dp4vBy83/cPA7vvsfxpJZnGbr05auH7CzmDOUwfHRKmzOgYeFKzARnY+34vn9KTPxbjDwc6YZ27eMyGdR91KSOgroX7fbbJevzSF2ahFFLrsDGdM/cBEUVu3F012r7U2Wtnn7+9wsDvmyWvHRVCPe9GQg70xjqOyICVcPr5q+cdzn3v0DdkBM+es8eMz0dhaiAFsbRmyM7toI9Wqu8Y6vPKJjtbNN7/uNA0rK6IPhC1Y1B2H6zb2eb52oAE7AIFl27/Ogdg2Z2uqtx1lS/f8ClmpI/e5QFGY0dimQyb/2vV5GZWADOazsp+Okx0rSErOinIhv0p6CsEaS5DP2lZEaMuFSU2Rbz1Sm9E2Zc79tTk47x9j0lbekzxMsc7MvwRl3Ys8m4QIu38cyqAN+W2Ttevzeub9kBHGsg+zb+vy4neWd8UszCq/TlbyMNF5HfJQyloa2VrbGg9RjbwnU13x78nTiTw6ba2OQmEFwci/MyLsStNkx7q/tu+Q6eys0rrMQ1WFcEM0ddl3iMJfKSf+ed3Is6w/+qL6XQkvDRmhk5DqQutmLsx9fajU0373F/5+dhRgZZmn2aiZs+WNqoRQr5EWUz9Rfud9ZZu/reTb8LsBTVEm62a8Gzx6JJFLsBMz6C45yzcDzQWWhnlDuhbJybQwFdiEZyV9RtyzyGoXszaLaYBwNNf3TNCBL9zbf0BEJCt/Ue6NM563jKBSF5zWZJPsNm+0XUlX7wdRkry9zoz70z4vHG0/vIBYL0pqaCmCdsy1rTHbwZyTRa/Q3jSGob5SxlbdH0RE7DSXnl8jQIo157N7XkwN1v+K2VRlqjDHVCrQ0gUvRVq70+sVkoB1Ls8DdH0AVibLS45/IzVGtnyQkRFSQbzwOFoOOXb7dHsmXLW/fc7RrMfZqEsSGXPOFTFxrXanJIpaQxo53L2/xUmrx42dEYe9Kc+fbzOfBui0lpfOPk1K2yaZxP5vd6M27TpO+mxtzfC3syhq60xkrfrqWHL/eEi07fD04TFfOd1ldtHm6HTA/s4EZ0szGnXKul8R8cLjnh5wbWd8JbIzH7cQQ81wOOfioku6uLrnzSuf6DShEuFMrB6vr6iue9nXhZjL9tqpX9uQZ75je2M97eslJWEqzlsZyapfQ6W8wmwnF5qssivX23mx0l92JLP8+upeL6IUyCnJSy7c2kJ5oRkq0lrlZ+QrJzUri0n29ZWyLAGy1q5KnTMClgcJ0A3PfUHEauXYLzPlGq3RytxG7d5AST4s7UxJ5vKJ1+RfmnpV8y1M2+z3cE3AsbVXxbHMkV+kmaAvS4E/n1R1vY2Y/lFoZK6Zsd5PlixS6bMKRLk/USFUW5HmTH2tTV5z1wApUC6FNqd6M3UZplpk+dZeCtqV5nhDSOq8v3KNV13jWFQ9J4Xke/+IQrtiyJVoJgVSl2QHyjmlZs62FvZcVF+EybS3FS1PU3o7TV3j07D5bf3YSgTIDR4ZXD9h2Is4H3XNvjcNwmM+D0gvZX/X0uQUju/UCEHt24LXjtnfmpaR1TzFY/vnAFcPOiAMOWj3l3Rbkdk9ffkIxYiGduSmcY9tXTCNAr5w94AkdNfvRP8gZJOMdBWdXsiNwZjATbg7GfDi8bYxJ8qE37V1vEokxKK8NccfIou12hTrvxCAVNmGmoa0OG6K4ygcR+E5KZ6jcKQyllXS/AaQeZ+gUQgmYUDU2+fajXN6Wdiu/ByA0oJUSRIlSfPfqSROHdJUkqYSlUqUMj4fRQCYNQT8m4J1RMUS8KcXHb4wbhO0Yw6HE95w4x5nyw5Ho14ZvKCJ1NmCT80XJx9b0dzjuXCXbn/J49vnzHu+CUm+9EpztmIcXvaeuGL7ABU7nJ/16A6WJopascDSkIndH6kxk40Sl9fsnvKcNOatx2d9drZmbG9PjW9h8hDvCy2Ily73zkvNzmVmbFoJZuMW/eGC/mDBaH715/87h+iI1c1A12LdKmmWT+XbFkLqe+XkJjBCGP8gt+YUnGso6nljBAyhVCl8ScqNCMslGgpzr4qGpBTkK0TIMn0rnOGt1SY7AljensIMqEE7UZAZm+DUNEKlNkdn90CXviT2OBX59dlE6giQstCyVEhNlneh2ckF+lpd7HbVj+VEIycTtmN9sYqCnQelEJ2XaxMfYbUXMo1EmZdN8grTOVuDZb3YC9lFUDHBq2jsMsKiRUl46qZrRd6Wv0+hCXPL/xVSpSHf6yjvKJ2NMSHKMNh5HwLkYa01De8tm6gX967+nFjtqPW93Rd2RLniHmQR8yoamLx6hcYzIyt51ipnc1lardGuqLTHbDYrqC54UCU7UH3mK4XnhIRVzU6dvOR+Y8WeS2v226n16VqS1DRvNZxrMtWtR2ITlxGxDV4WhoMFF+NtQxTsbq7d7twnJ05ls7naA26RHT76+KJnIqv5KU8cnDKLfW4/t1vdX6cxk+zLVfQHCxypHj6q2lVg1SE3U7u5O8KXqdnsc+ZfHj3q0ryz6GmuMvudbF2gtNnvZDptoRN5OcFpgvX+XDl2lWyudI3p4GIayHyUpKNxvRTPS2h5Cb6T4jkpvkxRCJQWhnhk30kqWUQeqTJEROts02ot0FpYU74gDR1uTDV37m7jBGlZLoZAITQyc9h3MvLkOindIMKVisBNkEIX5ChOHcLUIYxdosQljg0hUrmpY9bnK6ZhVp2Kvng592fd/VpTltZAaiKGPT/f4Y6fsr894Q3X7jGK2tw5H5qNYG1tZtOKnxaW/GaRnlQwvWjz+VnAztaMp68dc3/az3z1ZLbZ6NWba8q/pG1Q7LkTdVz2tqZcTNtEc7+6cFAxrzQv3zxIwZfSPV6zd8p9N+X0rMfZeZfBYMHuzpTT816pZb0KMk1TbsZ2rE1fryU7qWQyajPcmtPpPyhudonvDKIjBPHhEGceISaLquAgJdHNIf79qfHHya4H0L5HvNfBvzNayTIdtlFtF+/epBR2MiEiOuzjzGOcaVgKHI5xMp4/PqB1NDfOw/bKc+Axv9Gm+7WJySoTcITWxFstkq5D635Wd8tufnargztP8c8zHwNHFgRl8uoW3buxCQdtEYCk5TI7dOm/GFmSpBEioy2XqCfp3o0rgqIWgtl1B2+uCUZpEXUrJzfTGw6tU4UT5UKU6Y+kJZgfCnovKhNa2NqnJe4J4p6gfVwSupwALLckA98zc6BtnSBhuSvwR9poUCwfDeULwu3M10VmFc9OJh1IW6UfTEFOBERDIyi7y0yQLkI4m3PuAmRMpa+UB3FP449FQZRyIT1tQRpovGk2ueVkR0LcM/k7IZCQRa4zxCXuadyFQMZlHXVGkuK+xhuXe9/k/aQ8SAMTKEADtv9LkgXichdG41RodxzTH06YtSvro5wAJV3jwGjIQ3lfUl+gfPCmmpy8mbEKacvUzVnqIr9iPncclCfKvYKy/lUORENJcGF8tXJigzBlxX1B60wZc4nc+ReIuhItwZ+oIhgCmCh04cDBDTXu3Kxs5iZwWkA4dAhGqSlfUwQWSAOHuCsJLhKj0UAgsrYlLRftCLxxnLWnDHAQDzzcZYpT09RqAUk/wBtHkKiq1kw6pIGDO7X8dPJFgLYLWptgJTaEQPkuIk0RSW1pNIvmaPwCqZ4TAh24iGWDqZCU4EhEmD3nWT20FCZKm1Im3PYGXzeMpy2SplewJYzlIaRTJTg/711Ochpkg1z7stVdFOGjvXbMaw9OOJl3OTntm6ADV5AdnSA1mxHGLpPcdG6dEGYtRlwJ9nVCI13FzrbZD+fupF+uFjeabj1A+M21FVkI6lvDEWHi8lxhLiSbtUPWfL+2HfY9eAj5e+31Kxoa0xeel9LyY/NxE9xMExOnDsvEJYxdZkufOHZQSqJTkc2bVEjEOgvXFeOVKNOExwL1sFpdyyROSEOIHDfF81J8N2GrsyBwE1yhUAjCxGUReywijyh0DQlLcwK22i/F/6uSn5xgZHVara/1296s1F5dzAT9eOly9/4WR96A7eGM1x0cMYmDgvCsbA5ra+KUpLIhrlV/FRv/ndG0xc3dEbs3Zjx/tm2IvT0NX9bOhyFEWhDNfE5SyfZgztJLmY1b5SJCvZx8DKFZTgO+mO7z2oMTXCfl6GTAaNShP1iwvzPh5Lxv9tp5UH2tvOOFx33R53Brwn11+T47OpWMRh0GwemVm/vI7RL+zt/5O7zzne+k3+9zcHDAhz70IT7/+c9Xrlkul/zMz/wMu7u79Ho9fuInfoL79+9Xrnn++ef5sR/7MTqdDgcHB/z3//1/T5I8hANjjkyTM3usTbJlJL/6pp/nTwWo9mqYGN32uHgqqEZPy2aLcL/F6NWtSj759+iJgOVhe+W49hxO3uqRdvwVTU7S8zh+q4v23QoRMwTD5/QNXnVFOPtcPOUwP/CMwOPI4qFVvsPpmwVxzynyyclE1JecvVmjPFmaT7kmitXs0GH0lF1viu/RkzC7ZqLEacvPRbmCi7fEhENREIRcuIwGgsVfmBsh2TECd+6vsdgXjF8fmwhaudN5Vt78ukC0WplWhyLAQOoJxLsvWO6Ump48bHXcg+67T0jaVH0lHJhfV+i3TEz50gj0+XOUvGnG/Omw4kOis313+m8/IdwqneJzbUrc1zzxnudJOlZZORHbVwy/66TUEjllm9XTM6KnFubyYgXfnL/1PbdZHqiKdsmEfNY8/t0vkrYp+pAszeJayu6775XtssJFh69fED6zWAlUoF3ofvcJy33L2T/r36QN19/3InGPIkR3HnJ7cU3jfd+pCfnsWB8Bo7fEXLwtqtyrPBKdaAWEfStcdVbXpC1Iv39kwoFLUemrxaFg8f2TcmxY2sWLp+H0bfleSeaYysbv0ftixo/L7P6KgtCmLcn9D0aEWzXbRAHzA5fbP5w9D7Vn7+wZn/vv8sr7lJMCAbff53H+ZDmn5H2R9H2+9pc84oEPrvWgK1gctnn+A+0y5Hv+PAMnb+lx73sGWd9lz2v23N7+oSGzJwbUoVo+z//YNmkeXjqvHxAf9LnzQzsrmmS0Zvb0LmfftVsGKsnezkJpTt+9T/j49kpZ3+74Vns3Rbk/zBpBWjhmM1CtM5JTDyF9GcnJVv07gyWDzrIgOa1eyFOHx9yb9Dk5yYIHXEEK8NoxO1tTJvOA6UU7E0QvSZAvJl0GUbsuq3OrF/HkjWN6gfEbOjvpZ5qjh2ASublQ5tuztTPjjY/dZb8748snu3zx9gGzURuVXEJymo41Ha+39bJq1k3QsjoKqRGOQnomnPVge871a+e89uYxrz084drWGM9NmYU+d86GfPX+Ll+5s8fzd3c4OhoyOjf7jCRLjzR0TLsyslAULbDKMgRKOArhKhzffKSfmjDEQYpyBCJQOH5afKSfIlyTRjjKCO55qORKXwkj9CeSNHKI5j6zUZvz0z537m/x1Tt7fPnePs8db3M67aA0bHUWvOrgjCevH/P49TN29yZ0BksT7tnRpXVwre9Wfq/cs4cYNznJsduRf2cfrQRJ6HByPODPbl9nvGzx1MExT9w4MaGjnVpo6kre67VVeaSz5+7ucmc84NW7Z+zuTnF8VdHmNbeRiqx21fGYLl3Ozrt4Tspwa470Huxok9fzS/f2Gfgh1/dHCKmZjNvMI4/9nXGpBbwqMlO++xeG7HjteLWtqTDhq2OBjg3ZuSqE1o/WNuFHf/RH+at/9a/yzne+kyRJ+Ft/62/xZ3/2Z3z2s5+l2+0C8FM/9VP8i3/xL/gn/+SfMBwO+fCHP4yUkk996lOmPWnK2972Nq5du8bf/bt/l7t37/Jf/pf/JX/9r/91fvEXf/FK9RiPxwyHQ97/xN/AlUHFNCM3YdM1TUyjiYhtvlJbubVt9df64tjXQ9UUbWUluLTnr4Sedax6ZNfK8ylms6tuxTQr93Mw5EWW+eVmZsU3pSbCjlyWmynlq/85cXLLQAXFxo5Zfjrba8VoG+x+LR3/heVobkdKs83ObM2SN9ds/R+fQT/zBMdvL/cQ0iLbjDPRlXbnSAOjpdAOFc1MLuCLpLw+jwSWBuaYSKmaeZH53lh+KTbSINPMWO3Ir8vLsk3GoAwmkGt1rv3ejHvf2yX1rTT2ipui2OxUJOWxvH1525w4F8SpaH2grH9hQpcaTZBIS78i2xws9Y12KzcJK8zshOkPb1ZeaxoFyjfH3GV1Otn79BT5Z1/m4j9+C3FPFNfnbUz9TLNkzYtCaZQjUJ7Jz94MNb8nQlGGEddlPytXZGGTTT4yKce/8gXOUmX56Uo/p77EXaRF+TnyseqE5YahRd0DBxmleEcTUIp0p1fm1/FwlonRwNTM0NKWW2p0ioI0KjCr+zLXwGRtElqTdn1kmCDitMwrVeBI0l5Qao/tIAWug+r4yPGiUg5aozsBSImYLSvzikgVatBBRAliGZGokE9+9ZcYjUYMBqtE69sJ32rvplt//6PIdosmjYBwzB43rqOq++TkaCI5tiZIarrDBb1WaFZYY0m7F/LE7hnPX2yVu4vXUatLbvbW7yw5H3VXzewaMPhTH+XD9HVRY93qbTX/NY6v2Ns2wQaev9hiOm6vtrsJ1qq7DemVJmqJkrxwvlXuUF+0d40UuE5Lo8E98Xj6l1/g7L23uPfDDyC4DXWzhVbpajw/odMK6QcRjlQoLZhFPovIIwxd0sQptWfr6iuMVs7452ikVDiOxvOM9sd3U1xp/HRcqfCk+ZZopPXCk0KjtOBs2WX6q9fp/ZW77LRmqOxl4soUpQVKSxTC+OgoSaQcotQpTOTi1DHmaYmTmcdRJZR2O2wNkDAmeZ6f0PJjekFE241RCKaRz3QZsFz4pIks/YyBFSn2CuTm2m+67Py723zhZ26R7D0gQEZTf+c/hRlr28MZN/sjJnHA7bPh6gakdVxyL4UwEQ0HvQXX+pMiWEGR34rGJU9L5fnsPesjYxi/ufa+qYu6mR9cy0uMz2C0RnvaUMdXHZyRKsmLx9uoVNDtlxsQp6HlfHwVCDPf7A1mHOUbk+ZpI2kRa1DLJS/+9Eev9G565ESnjuPjYw4ODvg3/+bf8P3f//2MRiP29/f5Z//sn/Gf/qf/KQDPPvsszzzzDL/3e7/Hd3/3d/Pxj3+cH//xH+fOnTscHh4C8A//4T/kf/gf/geOj4/xff+B5RZE5/Cv48rs+nWExkZdTbtWt9twTX5dxTRu3WA25EU7MtuR3Xpoaxqnpt9iMjO7M/c7jYTJlE3VrweanYtdWWlfQXRqG4ZWzFvqbZGsEI+VyGWU+RZ7FolqOOrcB8ZdpLj/7s+Rj99k9rq9grAU5KxWjk3oCoJmv1yticCui+mTsgIq86VpfEHXXtYVvxmnGowgJxx21LK6gODEmsGfnzF6047ZNJVq2ZX3o0VchK7VU5dl1eeTulZfy4xU1IRvYTnrV1D7Lyzh29RRFMS3eF9m/SSUpvPFM9RzLxK/500kHScjeWaiKsZmnmctzHFBRvK9a3RZbl6O0HrVZKuoqy6uAwpTrLJPLVJgR521QyrbeSrMPlf2M6QUYjKHNEX3u9V09uKElU+jn6B9Xd03CFajOarVfBvRdF4p0wb727pea42QZk5IdMwn7/2vrwiiU8c3+9309Ed+ESdY3ehVC0jbmqSj8S8k8iGVRVqACiDuaryJMYVVPoS7Ke5MliawRYLsuy47ZfkknTKfyvVrsPXllNQTTB6vv0vX11dLiHYUyoXgXCLzLaOuIJ00yVDagWhbkbYV3sjBnQpr7npwnpfBH2mu/9pXWbzxJkfvCIo6XBqMxUa2YJR0NGnHaBBkKHCWAhkJc7+vUsfsXaZdUL4m9UEFCu3qUkunQCQCoYRZREuzvc+ySJkiE5qLha58monh+u8vuffuVrEnUt3kW0tdaO6NNl4bawNHmzrk1YwFIhY4kUCGZhwV/phXaaPM2hdA2jKCrgwF7tzkZy9MFsms9966+33whyHtP7/Nnf/kNcZ8vcZJ65ZxV7m/yodoqFAthXfhGPP1K7SzSSGWtz/ua5KBwruQuFPRmE6kZm+/pFvNp/+8Qsaa0f+fvT+NsWW7zgPBb++YzjzmeOf7Zj4+UhxEio+kBkuUaJqq6oLp6j+GIAM20KBptWUBbkPdhtsSbMhQo1tGw6LtP2X5j1rVRsNwSSWVTcm2ZIsskSJNidOb37tjZp7MPPMU0979Y48RJ87JzPvu4/B4N5DIzIjYQ+zYw/r2Wutbjxf40hXM96QqvqE/JlquWJdUG5kHhF0GZ0ngj8TFuCYsLlQ5Re+4qdykxsE8wB8Wf18ASMMlXvp//V/PtTe95T46o9EIANDpdAAAX/7ylxHHMT72sY/pZ5555hlcu3ZNbyZf+MIX8K53vUtvJADw8Y9/HJ/+9KfxjW98A+9973tX6gnDEGFoAgiNx2MAQHLUA8im6GXf42kTaHsTqejAcN3/b1XinCN9+TWUXr31barx259SlqL24uYo6N8zia+uSKkUtN3/9BWx2BBa+Ny3M5213m68X3RQosDEwZto1HdpSvgFTzq/h9J3em+6+hsvmUO4b0faRFLxMFOaAoSive6Qb1162O17q96XcfA0RelPX8G1//Ym1u6zSEUepKx8etCyGQc4w7Wv0vWHtQ/Spof5rm+2rDQFZxz7/59vPfg7rksP89uq8jaVVRTWRF3nDM3/+G2QMb5d64tMCYvw0jmffUuBDmMMP//zP4+PfOQjeO655wAAh4eH8H0frVYr8+zu7i4ODw/1M/ZGou6re0XpV37lV/BLv/RLD/kNvgfS9wMr0gUCQ31Pprf7+wGWxuJt8K7fD3PubZ6+K/amJIEJzvR2S6lgLnw7J8YB9gB+w99T6fvgO6Zvo3dc9x5vx3HKz/9Ob+kq+5nPfAZf//rX8Vu/9VtvZTUAgF/8xV/EaDTSP3fu3HnL63yUHqVH6VF6lL730qO96VF6lB6lR+n7I71lGp2/9bf+Fn7nd34Hf/RHf4QrV67o63t7e4iiCMPhMHNydnR0hL29Pf3MF7/4xUx5ivlGPZNPQRAgCIKV606jDof4YE9dE065h8fihnaYp4h+4CaCV47Ap9NMXlKtYvHOSyh95XVx+qZvUODSDqKdKvyvvp4tD0D87HU48wj0tftZVaLrYvbBG6i+cAIMJ8aEh1CQahnj9+6j8cU74IrmWpId8MvbWFyuovqVO/o0mc8XACWYf/gp+MMI3utHWd8Bz8Xwg5fQ+OYQdGS9FyXgtQqG72qj9eUeSKI48oXaMbrSwWLHR/O/HWXJGgDMntmCs0hRuj3MdrLroP++DhqvLeAO5kZtSwiSZgnDJyvo/tlIUO0CGl5HW1XM9j20vzHO+AiBc0TdCvw/eQG0UUd6qaur4g7F4NkaGm+EcCehyQMgLXsYPlFC6+UFqKpLqnTD7RKWbQfNl2YrfiuTx6qgMUf1ztwEmAQkw1cFtfsxvKExPSEcSKoehk8EaL+4hLNMwFzpa0UJwnaA+a6L1ovzLEUvJZjcqMCJOCp358JZ/k4P7Mo2uOdg8EwV1cMEfn9p7IIZR1pyMXyqjNZLCzih+F6qvqgdiD58YSYc3y1zgdmVCrgD1G7NxfsQM6ZGT1ZRPkkQ9EN9j3CAeRSDpytovbyAs0yMbxcB0qqH2b6P5ssz49chv9dyr4KkRFF7Yyp8cNQrH54iHQxBnnnMPC/zcs/B7HoN1Ttz0HnWWZKVXMyu1VB7bSyok/UNjqRbRVpyEdwbyUFh/Fmiyy04ywTO6TTT95wShNc7CO6PQRahycc4eDlAdLmJ4I1T0TY7X7OGtB7AvXsqTv4sn5b08hboIgbu94A0BakYpsXk+g7c3hh8NjfjkBIQz0NypQv3jSNwe2xwBlKrgrVqIHePVrVGWx2QOAEfjU15ckxhpwsynIAvw6xZoOMAO12gJ9tupyAAqVbAT/qmCZyDEAJSF6QKfDIF5xEwxtsqfbfsTdMffgquJ3x0kpJgwPQWzNi05yw8tY+e7acIMbaTMgGNOZxYkLRENQqacnhzU56dbN9BVV4aiDa4y/VtOE8KTkKxDnb8TDsBSRtfpfDmXBB8PGDilCCuEqQeQTBhgnTkDEVrvt/y90S5Z9ftLhhKX3kd/PIOxk83EZfFGunNGZx4TTuI8Gdkngi5kPrCp9NdcjgRN8GO32Syv1fep/Ui35IwjsrrI8xvNLMMkedI+fqKxu2mb7G+UaYP47Igq6Gx7MOYr/hkqjyAIKmJK2p8czghR+3VEcj9YyzfdxNJ+dujWeWUIK4QpD6BPy0eL/lvuKmsqCYIp7wZX/H9JAwI+hFIyrDcLq30/brxkK+TO6K/vQXP7O0b39MhCOsU7pLDlfM8LlPQFBee94pUKmyKdUO1IYmXwP96vjIeOtDhnOPnfu7n8G//7b/Ff/7P/xk3b97M3H//+98Pz/PwB3/wB/jUpz4FAHjxxRdx+/ZtPP/88wCA559/Hv/4H/9j9Ho97OzsAAA+97nPodFo4Nlnn71Yg7Y6gFtCWnIBlEH5lrhuCeNpQME6dZBKKSMossBF6lNgd0sIN5bzdtwuI6k48C/tQAf+lN8vbrhIA4rg8q5gTFNO9y5F2KTwdxtwalIokkQBLHARNinia9taSFfC+HKnjPm2A//mrm6DezwBPBezPRdR3UHFv6QXAuHsSDC9REGTJtxZTdQvnfTjCsX4OoW73FpxRJ1vO1hsEYDs6jYI6lxgco3CCV1UtrcNta8st/8ujmWnCn9c0fFSOAHiOsH4qQRJpamd5VXA0LANLPdThO1W5n1BgLgKXP9aBdHjezj6oYpuJ3eB2bUU06slOIuSfl5s1MDySozZFfE8sWS7qMWRNFJMrhoGN/3OVxOQmKB8UBeLp5SruQMsHw8xvO/Dm2Zt6ZMyR/r4ArMrFdBIsrPJfGGbg+2GmF6urjjgzW/GICFF+V5dOHz+sYPD56tIykD67in6t6sI+qKNqg/TEkCenWByvQ4nVIBFvF/Y5vBuTDG9WjfxYVRdN2LA4ai8WrcWfLHAJe+cgd0vIzjJvhcLAO89A9z58xacBTHtoEDU5HAfm2L8lXqGyQ0Apo8lgJ+i/o2m6VsO7P2JD/fFBPd/pK2DpqqU+gA+MsTgT1rwR9w4P3IgahLQjwww/k9t+BOzGRAGjJ4C4hbD9p9sQxMScHHv6MMcwUkJ7Rcrgn1N5mMOwcHHE2z91y2UT1OLyY1jtuPi5PkEV35vT7CycUARIQye9DG9xnH1cx6oWuRlvjs/XkblkGPvDzmQpIi363KMErzxl0rY/WIZ1XuS8UxuQlE7wN0f93Djt/cFkNSdwTF9vIbBkw6u/m/EECJIwHP40Q68OUf3T3PO6xS4+/EOdr7SQHAw0eANAFi9hLsfa+DKv/dBZ8uM3Xh4tYXBkz72/qOj61BED6Mf2AHhQP3PewB7+wCd77a96d4nGWglhVdKsNcZ42i4OX5EUSIOQ625QMlL0BuI2Dbt9hT79QlePtpGvPAMZi5iaiIACBf00Y05+qMq4oWXfWZdWkNi0PhaFcwDps8Y1jVBGx3iRreP/qKCw359fWDBIkYV9ScB3CDB5a0h2n6INwZt9Cci/sfa93wYyWqDc+rh6RcrOPxwC92/cheTMMBgUkESOVkmO0nl7Hgp6tUltipzlN0Yi8RDf1HBeB4gjtzVmDFnpbOY4lbavuHeuhRRXP79Nu59jAP+BQFpvr7zfo4zvNVtemzXT1Eth2hX56h7S8wTX/TprIQ4dCVLnVUx5XD9BM3aEtXyAnHq4Pj/u4/dz81w+yc9pFvyoM1mGHoYKfdOavxe6o7QCJa4NWhjMi4bJsCLzH3JiHi928ckCnB40hRzyiqj9q2KYF17t3WQeE4SCP2nXGM8JxXxrOI1/j72PHU42u0pdtQ6tHThl2N0GzMc5tnUzvmu7e4QMYBBX8QTYwt2bqDz0FnX/ubf/Jv4zd/8Tfy7f/fv8PTTT+vrzWYT5bIQ7j/96U/jd3/3d/Ebv/EbaDQa+Lmf+zkAwOc//3kAhsLz0qVL+NVf/VUcHh7iZ37mZ/A3/sbfuDCF50889n+G664y2+hURCkNaHACIEsfvSZvHuwU0UdnnrWfKShbnb5zuw1WUkAn2hY0G4JW2jCiqVMYRfushGObCU08Z/2tYpUocCavqedsIAIOzRS2Uo6sSwXW5JLVS1FLqzIyNNawyqeC2Wbrf/5zJO97Coc/VLb6MddR6nNZZdisZJoVregEQ62FBFrwVbTLNi10nn55hc2FI0P3vOnkzF5DaQLs/9cZjj5U1cE988/od1RCiV3fuhMZ9T7W2qkFfg+Gwvq8M1/1nwmQrduReUwx6cj2Eg7sfnEB96uv4Pj/+BziOtH5bEpxavu7c2TGiqaQzlFMK2Bjfxea8MypVYatSs5nRTet61HvJ+8Rxi02IjOfnCh7Mm6zv/m9GRDFiPeasDWTJC3OI+piWmOnWd8ohMYoYTl2OWstkgFIAeiTLe4ISu0Me5rFskjS1GiA7PIoEdqr/BYg85IkfVvRS3+37U1XPvsP4bU87HVH6E8rWEyCC2/+1eYC1SDCyaAOlhK0WjNcaoxXQQ5QXDbh8Csx2vU5Toc1QR8NZObx2mSvSVZqfE3SSz8jhCviMg2+3uh3MJ8Eq4JoEaVVju6KugzN5hw3Wn0czes46jfAIhknzgY5MQFcfn4BO5/yC7Ck0iUuQ6UaYj4N8Mz/fYDjH97H6U8uVymwpVDdqi+wVZnBpylGUQmnswrmsxJYUgBsit75LApN4Hzf6YGBDlkPdNZ8+zPrs/awIopxUz5Z+f4rRUngQz2GUilGpzpHq7QA4wSniwoGk0oh6CEOQ1COUfn3dez+/n188+9vw6tGSPLPPgzAs45enHKUq4LuPUxd3DpuI1l6xdTRm8oG4PgMl7aGKLsxXj/uiIMKWUbtBR/ehGPwgxelz879KwMPV4IY/cE5wQ7l6Han2K5O8crRFpKlh6AaoVOfoddvIAkLYmPlx4V1mEJchp2tMRaRh8mwgnQWnpte+qFrdP75P//nAIAf+7Efy1z/V//qX+Gv/bW/BgD4tV/7NVBK8alPfQphGOLjH/84PvvZz+pnHcfB7/zO7+DTn/40nn/+eVSrVfzsz/4sfvmXf/nBGlUUA0ddt69xbtG3FpRh5y2Ki6N+2/SwikZaCQ8FuHKF0tAGOLlFQwiHJBvEVAv7VnwalZ0pocY8yx1TpqB5NnkMdbMSlKB/KyphOxBjJnaLKkPNAWoBJWoAlrrP5bsZ7ZD1LnlB3+oLDSbs9UtOEMKFIA8VOFNlLQA5UHuhfTJp/8B6xs5aBDC4uZenp8w8Zq2h4tni8aCeyZSROyXT4MMGQhIMEG69ln1PgjhOC/Ype5xZ3xQwQC7TvqJ22e2zKlCBQLU5g3qMmbr03gZDF65iJulxYb0Pl8oI1efMNfGaOIHWLIp6iAQu1tiRAIGkAAHXQXBpzGV3mthQzM2CpEy3EQKa5gaFXnNyeRgHza87gImYrcz6LMp0XR7nhV6V2pzAXpuUloaxLMixy1sHyFUbqIyu/jZJ3217E3VTbHcWmCwDLKfnBDlyoqhgoLVSiON+AywhaLbmuNIc4aULgJxSTcTIOVExL84rEG8SdK2FxwlSXNkawnNSvHSwI05yi9qTF2j1xBUgw69EuN4dgBCObx3tIZx7xYE+AcC7gFRfCB5MWwgBHD9FqzFHq7zAIvYwPawBaQonFhHtlcDt+ilq1SV2alOUnASjqITbgzaWCx8sEYEmsXAEcFhnkpTfwAvv2e3H+b/Zd0Mqaqu+VvAd7N8r2cS3S0MHs9DBfFzCPZehVI7Qrc3xzG4PCafozWoYTspIIlfEoUkpltMAzZmS0YDr2wOEiYvTaQXLuQ+mg/Ou2cw3bfKb3oFwMS9Tgvm4hG8t9tBtT/HcpQPcGrWFxiRZE8NmJVaE+DsNHdw9aqPVmuGpvWNxmDAu6fnhhNg8Xze2X/5ior28TtBpz9AfVvUhw8r7yr7hjOC0L8ygn9g9wSuH2wjnHgakgq32BMf9xmq8nhVhy2pDQnHcr2Nva4SkTjGdn/813hLTtbNSqVTCr//6r+PXf/3X1z5z/fp1/O7v/u7DadRZFMw58AIgq0HZRBVoL1h5gFOQeAZ0CHM2yBgm+XqFhoauCI0KTBUFAdX2tLn4NPoZe2wWAQ+Vj2SfYapcngVTWmOSKwvIAphVu3K7TgWkVusFRXbwk1y5HHoS6zZ4Ml9ew2IBgQxAssrWMQasexmbWaxPJtZLFoxlMtv1cuvvXBkq7o7GMDkNDWCAh/1O2i57HVhS9djlWdoa/Y0oAKURsb6JXXZGw0fM/ZV3VZccMxYygMdezFRZnGTGl9ZiKCWJchGClQ/Q847IzrP3UCLgjNY2qsc1QLIBL+x/ZZwhhwjQINtnvyMPpLmPFeiXwwpKSgk4k4Aqt1cVHVgSLuojyTo0UgCG7HUqr5HOg51163Q+FtHbiGHuu21varbmiJIAk1F5vdBelIgwA6uXlzge1MESgnpzgautIV7ubSOa+2efDBOOcj1ErRyiP6wVg5yi//Pr85rECeBXYtzcPsUoLOFOr71iVnOeRD2GTmuGq40B7ozb4jQ5sTaP8wqcmxoKrExCQjm8UoKt5hQ1L8JgWcatXgdJ5MCZOjor9YSWZ6c+RdNfYBSVcW/UxGIegMV0FWyWzjgJAy4mlH6npucDdncmvdm25zY5zgEeU8zjEhaTEu65LZQrEbbrU1y5NMQsDnA4qWMmv40og8Ppu3jN20K5GmGnMYXbYjia1DCblsAT+Q3Pq90569vlymAxxclxA+NZCTe2+uhUFrh90jYHFecc1zyhGPZrWEYebnT7OAmqODkVptRRg2Tl1IscZmT+JlhMAnBO0G1PzbqxqYhUgB2HMjy2e4KX7+1gMS6BUo7tzhi900YxYFrTHhY56PUb2O+OEI3PHzbmLY+j8x1Pm0zTVMoE91OSPV/lJLfMzLhdLoMQcDZx2SuAY/n5CClL1ENSvuL0Vxg41B6w1LRjBeSo5zh0UC+7TNtszBYS1f/2KbutjWGWZkj9rzVEFvhgDikEMDpwJilug61BUv1sn8wrkyW7fbZ2Cchet7UZqt1r5zm3fuzLlsC9Al6srHayzdgywqxVjg5gJ//OHGim2fdRGhoNoJLs2qu0Y9QGZXYfWw3V2poioKW0Hbly9G8LTJlM2fsADJiwD8YsEJjRmDHTLxosqefU3FJAxP6masra76DfWZqipdazAEAISGI0OxmNI5Ax/1TmbRxibul61b3U6lhKzfxzAJIw+a4KRIkHuSOcR0nC9CEHZLvEAwKIcQjAxCndADZkmQrc5fx6Vv5WSa09OQKQzP23EcD5bk0eZTgd1LJ+HedIQTVCuzZHr98AiymqjSWutwd45XgL4cw/+9NJkFMtRTgd1ISgkV8n7XQRwVvOtbjB8eTuMe4MWwbIrRPa1piKeWUBlADgGwf7xcLfupOCi6Scb0GpIgRez0nRm9RwdNrUoEVpbwAgqhO88+oBotRBb1rD7V4HaUwNaF0LZHLXcwcsmWuZdj7Iy32Pp6K+2fi8XM/BwWOK2aiE+STAHa+NaiXEXn2CcruPk0UVYWlX5+EpxXxcwq1pAL8UY6sxw359gpN5BaNJBSxytAbJrmclXfQbSYAWzny8tNxFtb7EO/aOcGfczGp3zgG0OBNA5OVoB9d2+qjsxei9dAlUuecUzeN1c77onpx7y6lYYzqtDWDHaitPgd5JA2Sb47FLJ3j9cAvzSQBKGbrtKU77tawp3BnzIQkd9EY1dBt9vLa2N7Lp7Q90ALFpB36WUUlG/gYAXvJA4hRIrVNQCVyY74JGCSC1K0SRErhUnKjabEaqPM8BUq6ftbU4zHME2QCXJ7uWTw2zGL8A6LYwTwhRNH+6SwiYL96jyMSZecQIejC/OZW+O7m6FMARfj3cnLYTYQaU8UGywBBg/HUI52DUvC93pKN+jEJwo1uQ9eEU5VFjX2VrDxTbyooWlwDchdFE2PfkPCLqXk4wBrLCuwZ5rgAdsAEOV2AOoKl5J0O2AAMo0iyoyIAMDi3Aa/CmhlNu/1b5bABkGosM8YJ9HSTbdlsDph+zfJl0XQV9kf/meiFcQXl238rxLZ/V5eTaaPeL9gdTfakLU89x0MS0UwNtbt5V4x9LW6m+EfNktGXCM99eACsj5CsgpM3hABA9IBVIgNR+cdMfBALEpBzKz0f0mVhfOJdrBCDCqHC7vFz5mxKFFqqIfViTN9O1TXKBVXClUgHY4flnHqWHlk6HNXBnA8hJ5aDVh0uCNKDbmOF4WEMaU5RrIW52+nj1pIvlNDjzFHjF1j4qEDBWMiELhIqEJfWnwwSxSsDxqgJeF9BWESLKUL44dyctAcbWERc8aFrjM7HTEAylx5MaFjNfg1DOBQjyggRRR+xNNAFeOtpGtPSESdQZfX9mOg9ee7PnD2c1j1jrmvq9Kc95heSLJjtvkcCbuVbQQFvQZsK8axxWMBmX4QUJOo0ZkrL4jmk9heMx4TvFCMKZj/sLD26QoNOY4/HdE/QXFQzHFaSRc7ZJ6IMkTsBTYDYq44V4R2t3Mr47mU0axd+FEyShgzcOutjZGiPcYnCWanNVmx1MGZvP0IqT7KMxgK32xJi9Wm0oerfeSQPezhDXd09x66iL6bgM0lig1ZphMKgZX7d1gJ+Y8sKZj5Fn+W6fkR7y6vFdmghB70MdzB9rmWvKvMNzce8nO0jalZWNP26XcfuTTSGUKDMRCVzGT9Zx8GNN8WCuFw8+0sDguUYW5DAh3Nz6ZAXLHcPuxuUzYSfA6/9DCcxXEjnRJ/KjxwLc/XHfCI2KHIFz3P+oi/4zfvY6AdISxZ1Pciy2HO17wGWZyzbF4SdiJCUq6qFSk+MAo8coeh9NxLOUgDlGO3T6oRijp5ARQDkRgmP442MstwVgE/UJILDscDR+4hBpyZqj8vf8CgN7fqQFW1u4nV7noLXqyoRjHnDpR+4ianKzCEt5IKlxXPnhO0gDC/hJ4XZxOYH3/oHsW6tADvD3TLB8MjTPW3U2P3yEqCXKoym0j0tcBdo/eog0kNeUoz4DFrsM9PmBABCJ/JFaivmzS0yfiDNaHFVf+YdPsNzh5p5kUUt9cS/NESWQFFhuMwQfOoVtdqfA1fzxCIunl7rtiimNO4D7wQHCLZaxoiBcMLzVnj9GUuZZYJcAUZuBvn9k+tDqp/njEeZPhQbAWt+TBL4gIqCQflvyW/pA+INTxFVxTY1BToCoCcw/OEdSMfdU/ulVoP8c16BSa5Io0P8BjukVMQeYo8avoCQ9+hBH2DDzijlyPrQoDp6nYG7WbJNTYHrZQe99nrlmjZ3eewOMr/nIEIoQMdcOP1RC2PX0PVEuQVJ1cfCRKrgvBSjr3nK3jNN3101Zqr8IwfipBhZXatm6AMAh6L+3jbhtqK3VbxZ46L+3o0GVnZJOFdN3dFauA4KiO95rFt57lB5eSvPCu30AEqmTDehFwg1SbLemOB1XkSw9+OUYj2+d4o1BG4tJ6ZzmaudwKNbPF/y9AeRQL8XuzghxkyM4peLk97wgR2pxHD/Fjf1TXGqM8a2jPZycWOxselHJpQcUNgWoEn1y89IJdhpT9MY13DroCn8ECXKIw1BtLvH45WO8Y+8IxBUHld6cCyCXks0aq3Vpk6B5oRfJ/a3WXYeDeAxOkMItJ/CqEUr1ENXWAvXODK3uFJ3tMTrbY2zvjrC9O8Lu7gh7e0O09seIahS13Sm2dsbY2hnrZ9tbE9Q7M9Q7M1RaC5SbS/i1CG45AQ1SEJeBUC78Ds8CSuv6JS/s5vuJr7leWJ7ZkHhKEM09HPWaCIbiINprLfHclfvY2prA8VPRdk6QLD30jht47WgLhHA8tnuCre0x3CA90xtipa3nes5od16+v4NJGODZ/SPUW3MQJ1fIpvoZAYsdHPWa8PsUYZej2lyK98qYjWwoY913y4GN4bSMdnMG4pzBzMcJWEJx77gFxgmubAt/u8lY7Fut1nnKyJa3mKxS9q9Lb3+NjhQMtr88Elob+zoAJCku/eFYxMOg6vRTaEnc8RJX/iPX8V+UTTzhHPXXpqjec1fK44Rg56sLkIhlNDmCDpjj0n+J4U3i7JpIAG8c49J/FTb5GZM1h6B2P0EwloIRJRq0gBBs/TkHjZk2L1OkATTm6P6JC3/CwDNCGODNOJpfCuDEzGggIH6Xjzm8iQd12m3ICYDKK76gN5YLmG0ex7/WgDdBRlAEAdw5wdHXdlGWmiX7vt+niMIG/IyfkyivdEpEXJDcZKMJcOurl+DNScaUjBPAnRG8/tXL8Jei321NRXDkYtFvwc/5CgFA+nINnjIdUwBDftKTP9uBNyFZUzIGuHPg6Ku7KC0M8KDSXC04oQhnLZQiZM3dCBC8XtJgRYAfodGhCTD6ehf+iKxoUxADgxc7KMfQzypthj+kGL/UFv1rrWOcAV7PM+ZfCpjI/OP7dfhzkq0HQlN2fNBEKSa6PPXNnCXB7KSCivzmaswQBpCZC+6zDAASGi4xp4QmxbyX0rTEC08o26RPlSoTAJKli8A6wVOHWiQFaCTmgfGZke8WEeNH5ED/zSlAEjNH1DuruaY0c5xCOOBzCK2m/H5qfhHOhVmfNd8McQcxi7HqH8WIhhyYJ8RwFVACzjiYJ+JrcAIQK14PKJAEBCSleg2yTdriKoQGOp8cgrhGxHqGNAOguE8RVY2duugQcT+pOCAM8B5pc97alFFpI3OwIBYkc8vxGbbaEwxnZUQLD24pxhM7J7gzbGE6Kp9Lk1OqhVmQc5YAdl4BTZIOXN0egHOCoF9wKrAhr2pftbHE451TnCyquHXUNT4u5y3nIvVJE7X91hiMExyO6ljMAqHRlYl6DPXaApebI1DCcXfUxOvTLmjPN3NmrXmaqi93jeTunzcVAU0JDonDQB0O10vheQk8J4XvpnCUUziAlFHEKUWSOmCcIE0pYkbBLE0U50Q3K1262F9yTIdlLIJUbF9EUDsTBUodBsdhcCmDQzlcJwUlHA7hYJwgkXXGqYM4dpHEDpgEhRoYFvWDtYcU9mlRv+T7dt1QUKZtIRVDIU3B7lXworODvdYYV64McbKo4WhYRxwK8oI0cnBy3EDfr6LTnOExqeEZjKVJ25vV5BW0j8UUveMGJosAj2+dYlxZ4O5Jy2hONh5oyEdSCncJEEZwo9PHgVcX1MzsTbQ3s78RhFPhs9PuTDEaV1fJBXKJxRR3eh3c3DvB3vYIh8fCRK/bmaLWXGA6rGw+HLG+7UU0xW9/oKPMUOZWcMncxk4nS/G/pSkBABKncIcL/axmHJP3nNhIxDYIckcyCKNjlSd/6wCNjiETEGUDpWNhTCmENKLNxJxlKgJFSgFJtBXglMIfpyYPzH1OgcqpvEfNSbUSxirHzJyUwwie7hxwF1yXoe8RoNQ3Kw232wKgdAKtyRF9Iv6mMVDuiTqFqZ64zRzAiQAay/7M7VPuFOBJYvoI0MJs0Kcri57SmAQn6qTctJNw8V6AARH2wUYwVA8jIxwTBpROFPMWMu2gMVA5XG0bSQFvBngzUReRbWOO+NsfWPWrYZhykJSgcp+skgkwcTBWu0WNb4usBxzwJ4A/Me9sm5WVTom5LvtHAYXaG655J2LaRBOg+oqf+RaEiyHsTokAweqVlYkbAcqHFCA00wZlZsajGM6SIylZ31qabFVeCoymyRo77hyofcuXQAASXIh2lHsSzLgQ5j0cgs2MAY1XRAXcAUhi6iEpsPXV7Maq2upPOLa/okAIAadcUFUTgtpBitoBVswKOYDu12M5bgkgtUPie3PsfXFp+leZxAHwpgn2Pp+Y70SJIv5B+f4C5UO744kwf6NA++tj2Xfc/JZ/735+YAgQ5AEI4Rx0EWP3v/YtoYzrNc87nKBzODH1WOVVXzgW6wSluNjR5aN04WQLdbn5KO5zEIej05piFvpYzAI4HsNjO6fozWoYDStn+/hI8oJqKTo/yClqX/66LNsrx3hsR5AOHB03UY+EtnZTe+xEPYbtzgSXaiO80t8SwO0sP5d8Ous5C1D55Rh7rQkcynA4qmM5NyZqIBzU5Wg2ZrjcGCNKHdwatDGfBjpWj6vblm8DVvurCPCg4Lm17TbtJw4HdRk8L4XvJQgkqGGcCCCTOIgSB2HogaVUgwpwkhUK7XpjCrhstX0RFSyTSwfpJoFy5b0kGKKivY4j2lvyY3iVJTxHgKaUEywjD2HsIo5cpAnV8YQu1D92O/L9vmlIUPMwSYXfya15F/eCJrZbU7xj7wijqITDYQPhQpgmssjByUkdA6+KbmuKx3dPcDyrYjSuGNKConG4FnRtuifIa+bjEr4Z7uHq9gDPXDrCK70tQTaiBaqzkzcDXjrcxmM7p/DdFL2ThuX7g83jdlOSz0RzDzPCjc/OOrAjr6URxRtHXTy+d4yoPcNpv4b+sIbtzhhJzSmm2ZftoxMXzGeC1OMMBZCd3v5AB8hs8EWb/grpgErUbCAZhqOMBkIKb4wJhjSdd/UZo/XJggQbeClhK1OGaroCLNTct8GDAjHKVE3l5fZ9GEEzo82RgML209C/iRDUVxy21fPWb9vER5kbZYR3S6jWdZmYhfreSrI3jKINRv7WQrZVjo7vUlR+7m+taVGaCvueLZDkhBOVzwYo6h2dJQcCiyBCtoFKH44s6Mm20fb9yfjvWJondU1pJZQpn9ZcWO+pAY/SsNHV/lAWM5n25vx4Mn3HTTl5vyLjo2ONR2STJqhQoISbtgHQHCEZ3yBi/S1/M8sSR7efwCyIqi+pKCzj36OAgmyDjj+lND7SB4dDcLepccgBo42iApjY76oOR4imjwYyhx+qaUSWm/fRc2QHKPNXex0iJKP1WXvCtYlcIM/IJk1W8+DnUXoL0yY5knI0m3MkKcV0XAZ1OK7tiACBJ6f19d9cgyZBIV0rh9LX5QIg58x2i7If3z7B/XEDw0H1QsQKhIjgiTd3BOHA1+/vXzyWiGzH2ucVwJF1bbcnqHgxDsd1DV7Uc9RjaDfmuFwfYZb4eOV4C8u5b/xv7FRE2b5JOF+3Z+Xzqz8pB3EZPD9B4Cco+zEcypAyiihxsIw8LBa+BAg2AcKacte0i4RUWGjkTaPsdm4UyHP3lWZI+sKmAHSoSiLfy2FwXAbXSxF4CRqVJVzKkDCKReQhjFwksSs0enmARqy/89fWvXPRfYpsn0iztnjh4WDZRs9voNua4umdHiZxgPuDpgY8aeSgd9xAP6hguzVFd/8Eh+M6ZpMSeIrzj92zHpMncWno4NZBF63WDM/uHeL1QRejUWV9Xfk+4cJy4pWDHVzfPcXV3UGWBTHfV5tkraIkfXYm5AyCAuu9ktDBa70unto7RpQ4mIzKOBnUsdMZI02pCZxsvwcBWIkZkBqdf615+wOdvE27fT3/f94hOJcyGhopDCuBhVNqnPXVb9ucRIEYwDigEnPdmAitCoZAAcgBMgKcFryk9oVwblFCi7avMKAR+U5KsJTCpX2yngc5WiuErCCMfNl5s2o1p+w9SbbZBkHaKVzvP7mZtmESZvxy0tX7GbCiLinQwK3+s/Jn4vVw85xdl/ItyTCnWe+WBuKFM8QQUGDF+OSsvB9BNkaK1W95kgP9/kogpsbETT1v97GqSgMe+57q2w2LXF62yLDR2X11jjWf2wBHF2jdV+PK2lQz2itAg3wdbBSiL2ztkpmzolAu50me+hwy+C5TYNcCRKIf5ffMjU29Lmf2ZkVqLS+6kGDIetWzNhNNKAANdgAYYhS7HWresQLq6cy6xrNriUMNUYv93CONzncsKXMu12HoD6oglOPS1lCYWh03syfgK5khPrHPUK8s0R9a7GpFad1czT+vtgEZx+dGp49bgzZm56XItjQr5VqIJ7dOcDSvoXfaMKfiD5JWFiQDcIjL0GrOsF2doTet4fCkaTk+Gw3O1cYIkzjAi70dhAvv4tHqrX34zGeAbH9LoOX5CSqlCGVfBHhcxi6WkYfTYS2r9XgYYJUDvJac/dy69mswfYH6UgKeOmCRgxgeFgRQ2ioFfiqlCEF9DodwLGIX82WAOCoAPgRZkiC773m2Xn3/zDYKUJuEDnq9Jk78GtqNuQY89/pNTT6RLD0cHLW0hnCrNsPBoHE2vft5zSxhyuApMBxU8a3Qx5M7x6iXQtw/aQntifXc2vfkIt7QGwdd7G+P8Nj+CV4/6kpaeXK+uX9GO5dTH4RwtJuzcwUVjRceXj3ewpM7x3g1pVhMA5yMathqTtFLCwKKcusHAILzq3Te/kCnKNmbtzq9BDJMbPaJ64r2RYEYW8hQghSQBTmWFscOBKpOerW5jKqiAKTq56yAoJDmMjbwyPyt/s8DDwrJApU9eTambXIeOlY+km2XrQlSbS7UBFn5uZU3j9IB49+ir6nPsEbQ0sK6EnhzAj+3nlmnklWCuP2c8Z2R9ziE3461WJqglEqYJNIkjGc1V9yqR/WFuiaJCsCYICvInahlgJRjBHjdLkK0eZXdZzZldaYf1Xe1wIICSzawtEGwAkH+mGPZEX5KxBpTWvNib3yqDPWM7Cth1klW1/fMt7b+tzdULeDLSzY4k++qAKtNhQ6IuUpkGVxOV8JgNkhGxAnRyreS81b5o0EyGMoHNSObWifkD3OhwanpH+OnAyBjlmr6wAIeMq6WGQM8C3YAoxmy71vmGCspv4ZZdQEAUgYSxeCLJVCvFgCjR+ktSesABuEIqpEOCMo5wU53jLIb49XDbRNLZl0iHG4pRVCK0R9Vzw4Gep5PbYGcemuOq60hXj3ewnLqrwokm4pxOLqdKa42Bnj5dBszK7ihyH/BcacmS+7EgDgc1foSlxpjjKMArx5uI7VY5qjH0KiLIKuLxMsCHLsNlo/lat1n/L8uSfMu109RKkeoBpEW7Behb8yhmLV5ngWi7DZc4Huuvf3AYOEc9+09Q5rWJQlFsnSxnAQa+PlBgnIQoVOfAQDmoY/ZwkcSueAJhXfsId6OVzU0mRdR9eT+39ReLo6n0tDB6Ukdg1EVndYUz+z2MAzLOBg0tA9PNPdxe9lBpRaiXZ8jrS4xGFUNQ1t+PF90fKv2MGA59fHNeA/Xd/p46tIRXjnaElpQnA88sdjB/V4LO1tjPLF3jNeOtkQQXy3AIfuNzzue5XsuJgEI4atMarl3AQAQQebxer+Dx7dO8VK6jWjhYeCIgKK904bWOrnHHuqvA8N3MXBPCTnnbBu+j4BO0q2BLhPQ2dJclCAn3KvD7y8EWYFtTuI5iLpl+MczsdipE2EKpBUfrOTAG8jylODiEMTNADRhcGbiVEaDFEoQdgP4w1gTHOi6XIJlx0PpNLaETfFHWqaIKxTBKAXhKkaN+Fm2HdAEcJcM2lRGsqgtOhT+VFDx6nZA0D1HDYpgKAV2S8hNA4K0JPwWbLM2ToG4JrQENFT9Z9of1wFnCXM6LhcTToGkzuGNiK5LCeFpALCAw52SrBkWxD2iNF+5yRY1ObwJESxoFgjhFIgaHP6YaJMvpSlIA+EM701ywIaI9yIMcGcwWg454aMG4E1hQAVX70UQN4BgAA12NfjyCJIK4A+NWZrSsMRV8a7ukmsQRROAu0BcIXBCnjETEw6TQFIhcOdKGjeAjLviezqhjeBEnakv+lyxxQEG3KQ+RMwd2T4dMFSVFxlAG9eIBkTqPfKneso/y2aFy5M+KK2YvUAxV5aX+8acirbQ2Mqj2hCYNuvxZIMuYtqYIR5wzLMZQK8ommXMHPWZxUUi61LzQR4SKHkpNXNRt13OT67MEhk3mES+PAHPHo5QYx6ju5aJAUr0xkBgDla4Jm/QBzQ57c5KQNF8IiQLnFIGhOEjoPOdTkQEq+zUZ5mAoFuVGV463D7T4RcA3CBFtzUVmoDlA27zBVUQh6HdmWK3NsXLR9vGxAQw83QNcAMEqcKV7QFqfpiNjaPSgwiBegMQCyYhgFuKsdeegBKOW6dtRAurnVQAoOvtARJG8epJF4tZsF6Dw0jWtOu8wl+mjfKXy+CXYlTLIcpegoRRTJeBoOiNnM0maJtSwSHTioapCKxsAEVrP0UeMBBsLtt+F7ttyF3PjQMWOliGDpYkwJAK4BOUIrTqC/hOiih1MKqWQSNHAv81fVdU/3mS0qaAI41EYM/+qIqt1hTv3D9Ab17HUb8hwDMjmI9LWMx8tFqCsOBwUsdkXL6YOdtZgNLSzHQ7Uzy7f4RXTkVcmvOSDPBEEB3EHYqn9nvZefwgICfXvsWkBKfF0GrNNpuzSjA5G5dw4DXw2PYpXj7YwXLmw3VTdFrCf4cnBP6QoHE7xvBZWqgMOCs9QJbvsSRX0cEzFSz3Kqu3XYqjDwRIqxaTCgAQgrhdwsHzgaFnpebe9HoZvfeWoOihQaG1PMfvCTC+XloRFDgluPejFGHHg9a+yLxhy8P9vwAwn5oy5aI1uu7h6IcM3bM9GI/fLyih1cmxAiWpTzD60SXCZjYIKKcEUZMg/MgEaQAjDEphdXqNY/7+BZhj6HeVABm/e4rZ9RQqAKkql3lA/YPHiNo8I9xyCsRNjusfuCscx2FADgCEezG233MEcCHwaqE0BeaXGUi1apyvLROinfccIamLU3iaQIPQuMax9/5D4fivQI70ZVnsMqTPTbMUzPLv6Lk5ZtcTcy3lRhPxgRGiprhOEw4qtTZJFXA+NABzCWiSLXO+yxG9X8RjIAk0/TRJgfE7Y0xusiy7m3xH9mNDLLcIaCzuUZk3KRP4HztBUiaGsjoVwTBnlzmij070u9AUOv/42Rjjd8agMQdJOEjKheM/B+hHB1jsWrTZ6mA/AHZ/8i7iCvQ91Y/LLY7KR06gTQYUSOLA8h0LRO9YZMzw9O9SSbB/6YEhfiVljus/dgtxnWc2aE6AqM3xzE++jLjKjTmlfGb6ZIzw/VP9vz1+lx+eYnKTGXNLeT8NCJY/NUbYzo5pToDFNsHJTy41MLTrGz1OcfDD3NQh5xAnBPc/4qD/jCvLkT5YRMS2uvUJB4stV4Acpu4ThB0Pr//3PpKKo9cN1Y7R4xXc/QtVa00huj8OP1TH6XO17HpCCLhDcOcvthDu5sAJBdJ6gLt/sQvmu8jbBC2vNnH4I90sQCsHwFYHk3fvYPqO7kqeR+ktSHm5hHA4PsN2e4L+pIokdFGqRrjeHuC1ky6SpSWwr0lOkArzkXEFyYOCHGBF0CEOw9bWBNvVGV45zIGconex3okQwCsleGK/B0I4Xri/mwU5GTXxAyblZ9Od4OZ2H8NFCbcPO4jmUuNEOfxKhMcvH+Nmp4/bw5aI1D4pWSZhBS/h8osJyLo94od4DEEtxPbuCJd2hqhXQsyXAQ6Omzg6amI2LCNZuLINyAn8a/5eU9fG5/Ig9EFO7/N51v29CVxdNHGAp0LAn4/KOO41cHDcxHhWQq2yxP72CNs7Y5TqIaiXQtNar2t/oQYn9ztzT4wLzkU8nl6via/f3wclHO+8fIDu1gRUahl4SjE4reP1XhfNsqAtD6qRoXYu0DyutGEDyFGJJRQnJ3W82u/iqa0e2p2psAo55/zhKcWgX8OdYQtP7h4jqEareR/wm3FGMB1WkDKKenNh/FMLHxbavP6ginFYwrWdPojDMZW007WGyD+/GeP2xx3walHAwLPT21+jIzf/7f/9RFLRZr8eiVNc+53TzDWlSfGO57j+2wtkTEbkveYLYzRethd5KWRwjv0/npqyHMtcLeW4+dshSMLN87LcYBjjxv9CDVW0dUjVei1G43Yuxoc0Z9v/Yw7CUyNoyTw05tj6vUCcUlv+M9wB/BGH9x9q+kRctFP8XbtDwO+XDWOWiqNDgOBPawhglaXaw4Hp57fh2f4sMnljgjt/fAWOokS2xnz5jof+wZ6h2bW0GLU3KPjE9KM2cUuA4R/uIbC0AEqgDvoEg9/fh6fqsjQ+9dcp+O1aVpsjzfdqn69IYV6eoGtBncP7g6YACpbWAACCAQf/vZYAEOqQXc7B+hsAv1MVgCMn9He+5ErQJMonnIPGwkXC+w9NlEKeCULKCRCMOMLPbcGfcP3OSgtSuw2ww3rGNEppkZrf8PS4I1pIF4At/nwblSVAEhPQkhCh8Tr4T1fgzUyb1QZZOiGYfmkLfozcWAT8l8u6btuUjTAOhCHcmdD62ePDCQle/upVBIoq3Bob7ozgq199DKVllsQBAPxDF/zE1W1QWkTCAf5qFaW5OSQwTv5A+o0GvAU0e5v6Lu6cI3ixDE7EeFdBXMGA0imHuxDIWZjHcT0M6m8Q8U2sMSo0TBztbxD4s1RfV8lZMLS/4WpyA3tjLZ8mcKRpTUYTQwkatxPQSDXa6mAGtF5O4U7jLDBhAF0maL2awA5crEzt3IlYUzKJEMBxUDqNxBr1KH3bk2JYGy9KCOeCRvqxrVPcGrRNQNCiJAcl9VORf1ZCvPDWPHzexlh/ugw7W2PUgxCvHG4b236r7uIyxNpTqoV4YvsEh9O6iIRum7Rwkv19oTbKAynKEVRiXGqPsExcvHq0lQmG6vgpdjtjbJVnIur8aCvrE3TRE/e17YFujxskqNcWKHsJotTBZF5CtHQN49V5pthZzcprVy6SdwVkn/Gs/Z3XgSr1TP7+JiBh59uUrG/FIgdh7CCcBiAug+snqFeXaNXmCGMX86WPaOEZbUIeRJwFdvLvK+sVtznihYe7YRu9cg1Xu0Ps1ibCV21SEv47oYu7R21UaiGudocYVUs4laZcwtqdr4658w5/uVlyRjAblfGNaB9P7h6j7CU4OGlm405tKialmAwruMUJntg5wWsn3WLGswdIPCWYjMpotWeoNheYDsvry+Uixs7BSRM39k6xtzXCQa+FwaiaYWLjbu6jXWCLevsDHUAIAGlOSNB+LQKc2ABIMyVxLtSOFJn7Kg9JIQUjZO5l7PHtRKRgqYqiBlSBAzRiWQBh+dvQxJwq24kmhgFNn1KrmB85R3MFjjRVrrpnnSoTJicgBTjM80qgVO9hM2Vxahi/MmNZdXVEMkKxZhRLTTvyam6acGH6I0/ExXcBlAYhw1SmrjMACgDZ5ABKi5Oo57l+nhBuTIAAQGpKVFvcOAcgYLU1tvJZ7XFiWFQzVl9wwJub8gRYke+YAt5UfjdtsiQMnTglWWpvyxyLpgAWXH9L3bcQvjUZ36sUoBDvHgxMnCTVH5DTIBiY7yUaCiAFnESaJ0oZnXnQDHWCvhuGAMBax9V3zPiicdGe0jEt3KRpDJR6WWdGHTtonG2fBkLM0IFntEBczMnKfdFpWuMnO4pGQPW+aABzAKpV+Bz+hCMYmTlrd0vtINWaPz2XKUBSjvrdRGogjUBDUg4nYmi+EelrnBAQR7TdG8fwR8J0VZMXOAQkZSgfLKTPj6KxJoKRLeWovzqBopW2/XVInKL6ylhqYEUfCOAHuKMF3NHCgCPFvsY5vIOxeclH5mvftkQoR72xQMoIZpMSqMtxc7uPk3kVExUrZ21mAUY6rRlmSx/hzD+/ML2mPP2ny7C7PULFi/H64daq6dwmkEM5as0Fnuic4NX+lngPmzr6TWpwABNjqB6EuD9sYDE1whpxGJrNOa41h+gvK/jGvf2LRbfP7Uurbci2x/EZypUQjfISKaMYz0sYDnOU3pvKO2+yAcWbAQ8XqW/TtTwAOm8qAh55UHJGm3hCESc++nNfAMxSjFZ9Aa8xw3QZYDYPssD8PGnT97GARjjz8Vq4hWp9iZudPmZ1H3dOWkik/858XMLrSw/b7Qke2z/BvUETy9kFAume1QYu6J1fuL+Lm7unuLF3ilu9jnjfc8wtzoHZqIw3OMET2yd4lXSFhlO1702MVZ5SHSMnqUXC9yrzADLfmMUUt3sdPLnfw7w5x2hYwemwhu32BEnsZH2JgAuNtbc/0NHO2lav2CAnB2AyZAE2a5oiIXCpFhbsmDYZ0oGVNsASbGAEEgbAhQFVNv2zLEczp+m9QQphDtF+P7YZjmLnsgGKre3JmPtIsGKbtWXuy/bq+Dg2ILEFaGZR+xaAlryWB7CEdZtOuWixU/csX5wMXTQx9zK+GtzOx7P5ZNvUfXWPy+FQFGsnQ1DALCAsfzNIszKbNEDls9/dajeRgqUCLFxq3wSQsIRrpWEwrZHvmyUjoIxrWmRVlyIPyDCLqXcn2fZpgG2hJaXtgd3nqv2J+U2U7MNRCMhtkKq1L0WbnN2WgmSDbu7mxgJM+epZHTBUaepk3+r2KS0krHItPzJ9XbZTYSDTPjEPwanwAbKBu2pzXp7LbxwadCl+NnvBWC0n479FoTcltS6Jf3jGMJnYtNc24YqdKLlQbIJH6eElE9AzQu+0AQDY644QMQfHNo100cSIKEA5mt05lrGLxaRULBCcR2DJCe7UZdjbHqHkJrilWJrOkTiBJh24XB/hhd5uViNVpMW5CBuV1BQF1QhXOkNMwgCvH26Z02wiNDzXu31QwvHS8TaWEvxpB/Gz6uO53+ua4jB4pQSN6hKBm2C8DHB02jSA8M2CmrMSyf39VtV3HuBBCv5WeTcBsnw9F3kHe41kBPHcx/HCA/UYypUI2+0JOCcYzcoWm945x9k6sJgzI5sOK/jmrISt9gTPXTrA3UlLa3BY5OCo18SoGuFqe4hRpYTjft3QO7+ZJPOnoYPXDrawvzXCU/s9Q1Jw5jcT82E+LuFV3sXNbh+voyPAjponKp3nu+T2OZ5Q9IdVdNtTpKn4Npny7PcgHGnk4PWTLp7cOUYYu1hOA/QnIm5R76SxnsntjPT2BzrAepADmM3e9rVhBXk5N0xqUttRWL6swxaEtW1WXiukToEVGCEmP5AdYzazWuaaBUpgm6/lQY4CM2qcqDXeBjlWsu+ZNpvfRhuQeyb3nPo7A2RIFuDYe58CLPrEXfmy8Gw5GdY1li2fpByUEWkaZtWLrCCa0dBAOOcr7ZTpCCuvpfmgyodHakgoeA4Mmf4pVO9DvoMFYgg3/aK70VpoDQ0zN6Z58iWUcE7B9ZgiXIrNVn2ZWDM2EKVCE8Vca8gT6PlhrhHdHgWi9DsRGPBMBfjRdbFcnxQkW1OVKTMHFBX4BkR9ikWNEwF+VgQ7iWuYqwAl0UxrXF5TY0JpOEU21Xfmu8svLqpOlVaMGPYyIvNBamA5kYAUkm2NW80jmXcjnIuYHQrs2NoWlUez2Fl94shnGTLr2VoVQF6LrZ5jVn3pI8TzbUtEmDm1a3McD+rgKUGrPUMjWOLlgx0ruJ+Fcu3kM1RbCxDCszTP+Xl0Zjuyz66AnAvEreAU2N8Zohks8c2DXRMfB3hzwp0c+NRl6HamaJcWuDtsYjENBKU6EWxqW20RgPTWqI3hsKqDfWbqPw/I0fWuPsJcgkpzgVZ1gTh1MJ6VcLqoCXOpNws2rLW5MBVdJxDECRyCPGFd3vOOh0112ffU2miPH1sGUHWuy3dW2ziAhAJewZqkCCQUWYT1jVnkYBaVMR+X4AYJmvUFuvUZxssA81kJIGeIv/m2r+1PydAWCSf/waSCG1t97FyZ4rWTrgbYy2mAV6Mtrd25c9o6m4p6U8oIiAQsprjfayHqTvDs/hFe7O0AJFif3y5KaZ8gGNBeI13MxyUdwy7TDxdqI8AiR5M4nDC6kRyFcyCc+bg1aONGt49X4m2Ecw9zT5A8DPo1HQT3IuntD3Rytu6Z67a5h53yQAaAHTxUs6/lyQYIYFNIa/CgY+0QI0RZZAMqrexhuWdUjBx9D2JD0cEN1fdXIMUGOQrQqPyWlkZprjIgKQdMNKsWN3uufmf5zKaJoPPYi2HufZVTf+YE3DIzy4MTZUIFDm0u6ESS2EAJsPYiZQEkklszlYaESVMjYgmUWrOiQE4q2qU1fjYIA3IaJkvw1J0hxoMoTxAcKEf2IuHUBK20r1n9CNNvInaOBZ4kktS04qz422mNj7VpERjgJWiTAU1hLMcXUaBDfQtp6klSYdqmk/39eBZw6W9gmZMVAuj8t1TvQa1pZIMpe35Z/mOEAlwCEJ2fWe9hj1PV/0yZEWb7O39qqcuSHSh85ORDqgzr/TJgEzKwaC4QrGZqs8CHNl+zH82Z4IoHeSb2jsgrc3K+fn10aHFQxEfp4SUJXKjL0G1NMZhWkEQOStUIV5ojvHSUpUMu3NyJCNpZ9mPBUGTTEZ+7Hap88zcpAjlnCRfWoctym6HmRXj5YEfEw3gYiRhGtatbwxVfHOJwlKshbnb7WCQevn7vEpLQPRtg5QXZM0AOdzhABbNm4CWCeSt0NHvjujrI0gEvndOZ+kGxIMMqS9zDKvs85RSBFHud5Lnf563HZcUgaNN7qvVbBgI9WbqgHkO1tsRed4RFbVfcLzrMtdt4hmwjnhWLOmcE0dzDK/e30Wgs8NT2MY5rVRydCt8Zpd0Z10Jc7w5wUq4I08Yin7WLJk7AU+DkpI44cfCO3UN8o1aDE6oN54xyuWBMexVdAXYgwU4+dhGwuT8K+itduhhMKug0ZzhltYz/nF2/KJpjMipjEES4uj3AG4ddTCcldDtTVOqhaNMFF7nzH9F8rya5wU+e7SLeqZlr8oe7FKfv74JV/JWsaS1A/wda4HS1m5Z7FYyeNCxICuQAwPjxMpa7q0iaOwSn7yghrroGvEigEdccnDwXgHkUnEjGMymczrdcjG+4hQvL+LqDZZtobY3yTWAuwfAZQWecMSUigqp4chPgLjEgRwqBYQuY7/Mss5rMv9xhiBrcvC/kfReYX0mQlo3fh/pJfY7FpcSYv8EIu0mFI+wq1Qy0IAoAYZOAuAKH6+CdUjgcP5EKxjgb9DCA+QTDp0Q5NOVaaCdMUCTPLhOtWbB/ZpcIwhaRIIZLdjVR3/g6ReoLKmuaKJppweI1viFeSPkRKca2qEYwvUyhzNIUYxtJOeY7FGGLGmY36etFODC5aurKaLYIML1MjYZFaVk4EJcJ5jvUPMuhSRjCFhH9qNqgg5NyLLYJmCevyedpLEDccluCPclop3ypmEcQton+fuK9OUgCJBUgKYvrCrDSFMLnSQJ2mkIDHvWOSVUhJHuiiO8c1ywWPwvUpCWOpML1mNXjjQg2vDTAyj3mCTIEplwXJCsbJwTMI4gaOTY2mS8pAXE1O3/U77givleGuYwSMJcgalAwz5iW6nseRdR0s2axCgf5FHFFqNS0pkj2HSs5YIEr1hj1AwCEIC17ALXYGnW5RKxrDoGixRfjhoO7FCzwMmuhfgfHAXceknD6KG1MhIqYE8vIw3Lmw/EYbnRFEM7zBB70Sgma1QUGo6qIWVG0/58lN1mHGyA845Nzq9c5H8iRiXpMhhogePVw24AcPSE3gQFiIX+YvyUgVPF7bm730ZvUcHDU0gIT9Rj2d4Z4cusEd4YtvH5fxAfR/bepXiWIFwEcKxv1U9Tac7CtGKAU/oRjcFJHunA3gxxZFi/SSDzMxCEY4vz8Kd6bKPM8efMHPnZ7HrS+ovLOih21KXEATGh5Jv0q7vdacJcAKEXaieFV4pVYdroduYOv9XWYccYSitGgim/e34PvpHjm8iHK9aW0JJCA4mgLZS/B1d0BvFJilmDthPyAr8oIRsMKXjrZQVLjIlQHPV+ZnEO07aSLx7qnKNVCax7CrBUbCym+HM09TBcBWs0ZiLthLnDBxKZMeLc7E8HMNqqiWVnALcXr865Jb3+gI4UCI3RkN3UQETeGK2HASpwSIeRYWhhOCOAQJGWKuGqVZ2lyojpBUqK6fE6N4LLsirao8lQQUOYRLHa5jsFhLx5JBVh2rDaowKGEIOxwxDVj9qaFNweIthNN62wDobQEJPuRoOC1BDsQIG4wpPuhpOe18hLA2Z8jabJV3xUArctjIegCZjJwUdelmyfGxIib/SxucHjXZ0aotwT8uMFBAl/PeRUzBxyCYpAIUEFjAUwUCEraQu2h6JlVvqQMRG0my+JaSKcJR9TmiKsGWNDEmKEtrghQpbQzhIv7qUcwuyHqoolqtwBIcZ1geo1pUzQFuggXdNCLbUMTLfpQdOjk2UjQMFsghzAgCQgm7wq16ZWIiyOAU9gmGL0jkdTR5ocwjslNYHrNBlriN02A2XsWCNsG3CkGuLhKkLxvIogGrH4nHAjbQPKeaQbMqLJnT0eY3Uiymje1lgWBANwkOz6YB1z50D0kFW6+r0xhh+EHPvIy0rI92OS9KzHcZ8dmM+RmDNc/eIzltSgzfwS9NND+6CHiOrLaMCLmlvMjfTCfaN81BXQmN4HhhyJNtW6DoOMPJxg9TvUhh6J+Zy5w9PEIiy417VZtbzu495dSpAEVc99iZRzd9HD/R9zMOqTm+eEPlXDyrvIKmOEOwa1PlLDYK6+sX0k9wBs/XQUrr7JvzW7Uce9jTbMWWtqg/vvaGL2ztZLnUXq4iRCgXAvhOQzjcRmEclzZHmCwLJ9NPgDhhN9pzkxAUF0wigVFRsRP/p71PHE4drbGqPlRNnK6SoVASkx4J0jx2P4J0pKIZbbR1E2tD8r0yBbucn8TIt51f3eITnWO13tdzEZlvZGUaiGevXKAkpvgG/f2MRlWNtNFr2uP+m33H+GgXop6Z4b9rREo4SBDD2DsfEKfnR6Uplqls/K+mftkzd9vJhWNQ7LhHgCEa8YMQdZ07UFxgPxmPKGgMRffMaToNGfY2RnBq0SGDtlu67r6isaAHHecA/HSxa2DLu4MW3h6u4fd7ZGmomaRCN45WpRwc+cU5fpyMxXzRV5TmqKVehRhmwv66fOAHQkyFpMSXjvt4ontE5RqFvX0ecZY/hk9t4T5Xpw6mjZ6UztYTHHnuI2tygzVxhIspjgdV9FtzkQfXgAMEs7fnsESxuMxms0mfuLpX4DrlrI3c2Yc2i+HAjr4nnxO37fzZvLDkAKonrR9bCQrG3ek07pjhB/hU0Cln0mePU38rQAIs06AOQWq95bgDsX0amBOf2GeB4TgmPoWyCFEAx+7LPsUOy9kKfMaFeeGKBY6NcEtMJQxB1OKGmluZ4R6qyuVIzy3rss+LJ1ybP3Pf4b0vU/h+L2VzGKSiTzPzW/bhEyZcdlmWgqMqLq1CRExQrs/TpFUqfyeVj26U7J16LLyjuj6XnZ6aYpfDtCYo/LSCeZPb4FJ7ZpNdCA0G6ogZMgHFOgBJFNYurqnM5esrAXMkUAtILrvVD4nBpIS0WZq2hxSjh9wCAIAFVxUmTJSoeFSGi01jpkD7P7pHM5XX8bp//huLDvZMQ0IEO9YMXw1YHeAtMzhLImhQZf9yl2AUw4akswmRJgA1oBgUtMxgOR7MN/UlWH8g7y3MMBNlclcUYe74CvEGakvxljzjSVIzDC7UtZgOCkReHOltVPjS3y/pEzgT9QEEYCVcIB5QgvkTRPZbi4ZAznSkmBtcsIU2pxTjs+k6sGZJ6BxasZsmIJ7DtKGD3cUig1drVspBw8cMN+FO17qdijTSVb2RJvCGEm8xB+8/GsYjUZoNBp4lN58UnvTzf/p/4bdyzF6/QbShGKrO0G7tMCrKigoYC0y2YlMXYZOe4bpIsBy6q8X6K21yASnLXhOaky2tibolOeyDWsiu1t5VPJKCR7bPcE0CjD6/T2AAtN3hNl3UCklIBEFL6dyD1kvghAC+JUI17sCAJ5a0daJy7DdmeBKfYjXBl2MRpWsCZDugweQ3ImIyVOrLVEvhZgsA0ynJbCYwjvw8eRnb6P/w1dx+DG1sWENCMxdt5vC1zxTlJ8RBPc9hLtJsa9Kvuw3m0KKy79PcO8n+aqGyE5qfOXf8UGlyrjAF4cDZOGAV9aY/Z23vtzevPc5F53P38NLn7mCdCeCV47RacwAAINJRWhU3ww7mjU/CAHcIMH1nT4CJ8Grx1sIdZBODr8cCxrqpaChXqGIXrE3t+rI+xJY9VZfCMAd4PGPv4berIbeScMcAmwyZyOGMfFaa4hXeluGydFO9vqyaTxb2cjUQe3aGEnirKezlu9ACFBpLHGj08fLR9uIly5qzQU8J8XpPRd3/k+/fK696e3vo1NgZ54x7wCy5AOMGX8cRe+rBjsV1zKO+/m/paChTmIVyNHgBdDAIpMsLU4etBjCgtzzmfyqTmgNDJfWeMw17c+WYYRV9b9puyV02nPNzm/tKbYTPYgR/N0lkCoaYlWGDU5UsoRVkgKOOm1hPPN98gFEbV8N7Vui/EQsIKXNtnILMpHynxJEvWmCtOSLTDYAs9YGDV4sQJL5W7XFzm+331oYiHw/mnAR2RiAdnfnAE1YZtwIsyOApkQL0Y4U2AmyY0xrpqxvSeR9R9Jfc2KGkqK5duxvKVnXNFGX7Uej/GFSEYtGgxgIgZ4CZv5ZfWGDTH8kQbSj+kfeSwFnToy5lfKJ4RAsb5wUbuxOiAx4t9XtTgizMKsxygEwAXIAGJ83SWThxBJwWv2kinBDnvm+9h7jLrheA9SYFT5SHN7cpquW75hy0IjBCa0xpMqlBM4yXalDJXcSaX8vc1F0nDuSwmZuvSBxCicU8bdUnB2Vn84tbnRa0MmP0kNJ7cYcg2kTaUxRroXYq03w4uFOsSYkJSChA14RJi6NxgJh4hQLH3Zas16vPEY5Wu0ZtiqzrF/NOUHOE3vHGIUlHB43UUvEwcFKfjW5XQbu6sVufZscjlpjgUuNMe6NmjpGCYggb7i53YdDGb5+sC9ipthC6TnADZk62jrATtRLUamFaFcWmCwDHNoMalD7jtoDoNeXwnQeAfysZ2Qd3hQId9bcf9jpvGWSNX8/aJ02yLGBifoBHhxEbfhGnBFEMx9HSxd+OUajukToJ1gsfOHn9SCAxxqDHBxJ6OK1gy10WjO8c+9Ag3OeUkRzH68nXex1xri228fd47Y4aLAbXTSmC4U0ZDYKdwG8cLCDp/aOQbY5jo6bImyKSkWAhxPwVAT+vAPgse1TvJJuF1M8299obV+Y+9wVAUG3upI2uijel2w/58B8EqAX1HBta4DXDrYwk/46pWo+hsf69PYHOjlCAFvwAKBPz42AmP1aGVAktT62oMEZz9YhfxOQ7NjJg4RcKnzWAkcqXok2W+PZAolsB8s5qWvNAufCAdse01L45LZ1AoMgKiBYeTYPKjLO25mXkdUSA3IUyFBCrAI0WsBVoEUddBMCSD8BZRKm2md8REyVNnAinAOWqRvJP6uc0MmqJmS57Ys80szLdlQkVjsFsOCmLN3+LJApTBb4AmOgqaKntvJa+RWhgNZ+cQUwss8LsgsjfKvvo6ukRAjusvA8ax5ziIgBBAskSKKEjEYlD9jttZZKmVme0ioHeppwCUKEeZjN2EYT0X9G+DfjIq+pW9eftkbQAFJ5W30zq+91eXngu4ZxT72ftqqx9hP7WVLUVgkA7TZm5pZ1GKPWo0zAULtu++DGXntYFlGvxPcCMmAGgNFkA9nr9nOPCAneshSlDpah8Mu52e3jjUHbbPor/ioAD8TgLNVCEMIxHVbORz5QtB7Zsoo8ub3UGOMl5VdzFlCQ7fNKCZ7a7+FkXjWnxfYz+TxF13VD5JpBAOIwbHcnqPoRXut1kSxlv1ABfp7onOD+tInjft0EYbyg5iYPcojDUKpGaFYXGM9LuH/SylJEy7WDebAOQy9U5YM/73BM3xGt/YaZ9c2+9ladU+TLJgXXHkYd6k+l/XtY5eblFrWepxThNMDJ3IcvqamXsYvRuFrsq2aNCwDr+0GasvGY4vS0hsk8wBM7J2iWl7hz3AaLHKShMGVrtWZ4bPcEt/tthCrmznnNtHh2/qm9Kll6ePH+Lp7c7wHbkGDnjPkIgDOCybCCQ8rw2O6JCBZss6bx3O+NbZO/AwaeUAzHFbQac5ymZ5ATMOB0UENzf4lue4qT0zoGoyo6leNzVCrS2x/oqGQRCtixcgDkHIPX/A1kTNu0VoeuPm+EH24oqfUz1n0p9K0sUsQIn1lNTa4uau4p/wCdzyYgsN6ZF4AYLaxaP4VaTQpL64C1iwUA46ORIyDQTupc/Gb2PZUHsBz1mfYHsevLx7XJsLUp4Z0rkMWzbSgQSrWpmDrNV07zSS5mjkUjnBHCwTUIy8golkmQ/m7yujbBS4UdutAA8mzfE0uQ4bI8BjNz7T5nWQ2D/QEVJXUWQKh5oNqcFawAaKY2nUc9R5CN2WOPGynUe3MOZxqKbPr7q0JgzB4VeLXGPFRA29x3K2Jry72qbHe2b/Rr2VTSltZPP6rAH1EPWQBFPUdUEcRo36z+gq21IwCYpdUhknpazTUOsQ5IkCv6T1REEp4BI5lvAV649pgOsOorYJXMdkpBXpYr/1F66Gk8LoOWOS5vDTFcljFVfjlFgIAAoAJY1MqhYFhL8x9yQ8oLZOp/wlGuL7V5SrzwzgcYLJDTm9VwclrXJjF5Lfa5kgVyHD/F5a0hYkbxxmE3Y6q20x1jtzLFSyc7mE+CzSftmwRv654KMrndmiJOHRz3G0gnnjHZuogwd55kf4e3Muk1yFRG5DgiRK43VFitEHmCI86COeLQReoHoNUIXpCASUpfrn/EO3B93apwxfQDq+PvYb/jBZPb9+CPktUbsp2cEYTTAAcLT2hbuyOMlwGm47Iej7r+IhmoCHiqWzLQ6Av39rDXHeHZy4d4uSdolMEIhoMqlpGHa50BDrw6ptIfjatTvAdInBEkoYOXD3bw5H4PdIfjoNcSmp0zyuSyTa7DcHP3NBs0+E1803jhYeoJcoLBpvWMC3+dW8dtPLV3jNnSx2IaYKidws9O3x9AJ3daqYTWFS3OyikqWfXPgRREaNYpOANyCszKTJlSmFZjtgiMSM2NDYrs31yZ0MlAJXY+rQmiufJtEGSXU9Q+YgRAfV9ep9Zc0yfb+ddVwqE92S1NjKgImQj1tg+DMjMT17nW/uRP7vMAhuZOzDXIsQEZN+XaJ51Cy8RXNTMWCCJkjamSildjtScDeGwNImRsH2axrkmTMT3WrFgrheYmjGfHLFFaPuu76IZY30WCDB2DR2qEjIZFfVjzo8AYcw0ayMbsgcmjBHRp0haXifD3kH1Mta+NOCjQoEh9F1W+ZVKmm6/ATsGhWmYMFmyoSnNlj2lz2LBarvFBIlLgxwow0gFUmfDPU8xy4jtIGJQDgdrHTdWrHiUAkXVpizwOcNnnhHIZH4PrPPkDPh3YFYAGwxpIWkTUCnQXCaM2PfUjkPOWJ84IGo0FSm6MVw52zjSPoZ4hH2Cxc34Bw54T9m/C4VdiESTwtINobpnBbQIJeZBzUs/EttBxzzaVYZWl/yTCH+dqd4jTmaDdVWxmbpDg5s4pGAi+cW/f+A9tLDv3/vl7hMPxGdrNGVwnxfGwZoCex749YOS8KaaCYnkdtrVAG6igLHcc8RN4CShl8BwGh7JMtzBOkDIpR8jvxziwoBzMK6FcjVArhWCcgMpvta6MJKX6dxw7YIwKnylmB2m1Mq57j4v0+3nGWEFKOjGipovqujLVnynFfFTGcu6jVl9if2eIwbSC5cxfFcyL2p5vn3XKnEYU949amLV8vGP3EK9LUzYw4bT/etzF1e0BSl4iDjYSfQp3vpdcaUsW7GBneH6wk1KcnNbh76S4sj3AnaP2AwfvtNu2mATw3BTVxjIbA6wgJUsPt4ct3Oz28WK4i3CyypS8Ll3gSOh7OBGCwx/pYn6jaS5JUw8eOLj/F9pIGqUMQOGEIOqWcOenmuDOajcNn6yi94MF04QQHH6ojPHNEnRAUFleGji4+zFf0MsqQCQnwrLt4O6PU6RBlpIWEBTSx++lGapn1aaT9wGT68QAG5mYSzD8cChocyUhgHomagLLD8xMcEULyCz2GRbPLAs1SskzcywuKSnQCH2cAul7Jkhq2QCdhAFxnSN9/0SDFBXckTBgucMxemeihW6bAnl6mYJUq4KeODXlcQr0PpIgrloMZFJLFNUIDj/MhaAsHeNVOyeXHfTeS6GY1hTrGUmA4x9wMb7maoBjNEQE93/ERdhyJA2zASdRneL+j4rvKOiouWZCm17ycPgBX/yfmOsk5Th5t4/h457pJ8blyT3B4Qd9RHVHm/mpd0jKFIcf8IUGJVGU1Rw0Zlh2XZy+08swrikK6vENF9N91wgd3Hy303e6iBpWf0igxzyC02cdLdQbM0OOqE4wfIJq1jfFakdTYLZHJZscl/csUEhpVsMm288pML1mBT9lps40AGbXUpFPgQrZprjBEW6JwvMAdnE5NePQSpwAs+spUh9mbsn5kJSB6VVmWAYt8Ba1CBY7RI9fu7z5vqDbtn3qNFvbVQdJYINDUUZSJhhfdc1Bi2WOGjdczHc9eQiRPUhZ7PiI2r5ZN2R+TgnmVypgZUWvKL8/BbjnYHGpCkhmN/tgh9V8RLvVjKZJgaCkVUbalKdljwDPW5a8IMHV1hC3Tjur5AMqyeuEcjQbc0wWgbSTv0BFeQFMVuEGKR7fOcHtYSsbL+MMkOMGqTZXy4McQJh2EQbDqHaeJlKOSmOJ690B7g8bGA6q2h+nVAvx7KVDjKMArx1sIQkdU6f9o9I5+oY4DLXWApe2hpiHHo56TRG1nZOL9W0+8TV/v9nk50AO4SAOgxOk8KsRau05tnbG2N0dYnd7hK3WFNVyCNdNESUOpvMSToc1HJ02cXDcxP1eCwdHLRz1mjg5buC418DJcR2nJ3X0T+pYnFTgzRlmvSqOjsQzvV4TvV4TB4dt3D9q4X6vhcPjJnqnDQxGVcwWAeLEgeMw1CohtlpT7G6PsLs7xNb2BPXODEEthBOkgl6YWgdxZwGgh53I6lQrTHLPZJGDcb+Ko34DtXKIne0x3JKiW8VmgMZz96xTa86IoKE+3MPl5giXdoaaejkJXdw66sJ3UlzeGcLZRAqx5h2z/3NZrgA7zWCJ3e2RoNU+h2kcTygOjpsgRDAzEudsP7szEyOYjMso+zH8ygafG6k1nI7LGC7L2O+OLlTN94dGB0D75QjuLNanlpxSITilHFtfC+EshRrTNvVw5wnaL7lSE5v9muWTBN5cHkerE3UA4By1ewzenFkCkPGrqd4mgjkpB6qciKNy4IDwNDMJORWO3sGAgMtJZe4R+AMKdwFDi6sADQXosS+CTBJp8iMnJE2AcBDAVxuaOv0lAF0SobbXjTNzOBn7cOfU8qOBnsThsIRSTDSQUckJCRb9EurKJ0fWDyKczV3HMT441oLghABYCsKY8U2Qp0Kl+x7cJbcAlRCq3QVQue+AxqkGTYCo159ILYIU6GG1vXQK+FNZmG3qlgLlIwJ3afxMILvMXXCUj4T2iRNokzNwwFtwlPpKqDftBIBgyOEsoQGBEkxJKq4rqmfxnYkGIjq2jjKxIwYscGJAnTarIoKyXNFOZxZ1IsACU34cxADNpCRouMX7W+3gQOoThF0G8qIUjsFBpHAUNTloQkAOzNjQWhnXReoT7ZNF5PBnPoDLC7CjijFPlN+FBUB5fwrcbWqAqwBv3ExBaglIr6TfRx10BbtzhKQCd+pk/G24A7SuDjHrd+DE1kECAdIKR/nGBPyoKUzmVH0MCDscSTtBcOqBwjKRBDB7PEbpnpgr3DJD5Q7B5MkE3syBGwp3UrWPxBWKwQ+kqJwQOEuuTdlACObbFPN9guqh1W4qvtHgKQfBkKM7FGDEfEuC3vso9v7EQ2mRgMAAlrTs4ugHXVz73xzQNJGmp4J8YL5fxvBxB1f+w0xqW02Zw6cqcCKO9lctOrxH6aGnK90hDiYtYbICFEpeJKTgHkOpFoJzQfv6QCYjueepn+LG7imOpjVMhxVrU9lUhqCQfnK/h9NFRfrk5A4BNbDH+mCOOfte4nA0m3Ps1Ka4dSriB4lGihhDN1p9vNLfEmZDijFqXbIPPkjuOhF1e6VE+17cOzaxeB6KkG0L7A/jjECdTVAR38j1UgRBjJKXwHNSME6wjDxEiYPRtIQ0kSBQaVEumNblWbmu/CdkA1nGzFJ+V9nfxOFwHAbPT1AOYgS1BRzKkDKKReQhjFzEkQuekux4etDvYfd90Xd40G/DReDL47CBUi3CfneE0aKESd6cLZ82tkV8p3Dm44X7u7i+08eTl3p47WgLSeiCxRT3ey1sdSe4vnuKO8ftVUKAc7dfDSauwc7Tl46Qdqk8sMCZ5bKE4k6vg8f3jhF1phicyoOOi65HdrMSisGoim5ripPYzVLl559NCQ77DTyxd4xa/QIHKd8X9NJOoE9BAZiTTQotFGgTHT+H/dQzgAE01CpHAR1Ksvb0bvaZjMmaEorkya1KKyZr1n2R31yv3wnBHIrJNV+AGOtAUPhi5MrJBf8kCQRNr7qfW6eKfB64A9DYPCNuqEzi70ImNMh8RAr/iRlyCvQo0zYFovwJQ/1//TPg6ZsYPNfUpAEZPxsJWhU9rzYzk/2uaIK1EGcDO2TLsM12SMLEN7aoqPMp4/cgv6k2ccv5R6z4STDxfWiUwrt1jPjGjgjemvcds03JcrOUO0RTOa86rptvr76DGrcr3zl3Yi+ey5XjGNBl013bebhjla3GIAHa3xgDL72BySfehahOs+NNkyCY8mxade5k69F1WaDelpn0PXtjsZLdFys059bfRNGSc5NPAUk9Di2Ty/rdGE6YYnytZPyk1DMSpNvmnHqcqDLSrI+ZYOLLaUeliaPQbnHzPnoOMDNe9dyTY5qxDLUwSWzVFF8BOoYAhSFJQ/zBC//PR/TSDzGpvemj/8tncHd8SZj3bBIwIgqvtUSaOEIov+iOnSuauAzX9vqIGcXBUavYNj4vlEkzryf2e5hEgTR5KQYdjT/zwQJg+syGE1oL5Gx1J6gHIW73Okgl6CAuw97WCN3yHC8dbZ8dPNVud2F9osx6Y4FaKcTJSJipnYvMIZfcEw9P/bM76H/0iqGXvkhaJxTm+pu6DK6folKKUPJjUMKxjF2EsYcodJEmFDylBoRkbMqtorLb2xltEwspDykuf47i3k8ykJKy4sjtFeftt1y7lJ+Q4zL4QYySL4CbAm2L0EMcCSE/o2Hb1G8rQMy6vua9935f0kv/zStIuvHFwA8R7HyNxgKVIMqaPW4Yg5vLFN98Z0v4ob3Y2zEU1JSj3lhgrz7BGycdMXbPMR9qL/igETB+d8FclKD/mUtHuDdubPaTKcj31H4Pb/Q7mI1K2XY8yPpEOEq1CJVSeGY7CBVa3qvlA/z+X/qXj+ilAWQAjr5ks6zJJAKGUg1WCOeGpCBPMgAL5OSu2+ZqRaloXPL8oZjWzFh1KLMYLcRmzdUMMMrVpUCWLYQSAE7u/3x77IVCPpehiAYM4LAFRfuwOS14zhIebeChzdqQ/dv+nwBQcUpsp2wlgCuNCzgAx4BXu04DlizzptRy7qEqHgxbBSr2u+WdvbWAqoriBh9TDqRcx1QSwBqZ8sSYY+YZQJz024QWlrCKVAq/Kc/4Y8iMgBk68hox/iZ2X1hO59pvxq6fQjzoKBPCPHqQZYNnmNQIE/F4hCDNpGmfHFKO/C01J3bTOZVMd9z48Oh7NgW1Gg/qPRlA5Ny12ebslPFtyW+OHEYj6knCDGscqnnHYICMPe4NQJN9YY81KWloHx81LC2fH60NKvp2drdTaL8F7e+l1jMZqwup8vWxJBwVq4SZ9uikND0aQPELSDGP0oOm+/0m2Drrcbk2Ui9FZ2eM4bhiYmu8iUSoABaEcBweN4tP0OUYtBP1GK7vnmIe+wLkqBNsO4/9/8ZGiIeoy7C3PQIBcOuoK96PiPg113f6cAnDt+7tbaa6XgFkBW0iHF5ZkA1Ml0G2/d+pVPAqhHJQP0WpFKNWCuFQhmXsYhl5mMxKYAnNstqtFGA6n1jvrtaTPAEBdRgo5aBU/ibihxCO+dJHUqrCb4UoBbEwfuAEjBGkKQXnBHHogjrcEBPYQr7S+PBsu/S1hCJJKJKlizkpiXd3OTw/QaUUIajPwTnBLPSxXPhIYwHqzj3OSO53pgFrrl8kcYDFDob9KmalANvtCeZlX9BFJ7S4fXa9RW3gBCyhOOo1MW8Kv51X+luCjIARTEZlJCnFze1T3O63sZwGeDMEBYAIaPrCwQ6e3T8CYxSjQfVsKm1OEC9dvHq8hce3T/ByvI1oZvnLrAOkZ5QZznz4XoJKPVwFT/ajHFjOfPR55dzFv/2BTkFaISEo0PToj50HOcp2Xgp42mbeWjczZAcZkEFgAIks12LB0pqefHupeSYTC8fSDJlTdGL+tu6tTDDVLnvCyf8zAiGsfLAACiywYYMg5YNjAxkODR5tGmlzoi3ilZBUUnfCmIlBERPkAQ43YAMcxn9GNSlRz5hXILaTf+7EXN9IeEYzQziHZtayAYVqk7xXqPVhPPOs2QTkhiNBgKBgloFjLW2X/s52gFSVPb8G2MCQcm1SkAFqBBCkCciWp97BarcG+UZal0J0rmICweLD5dhTmkoIUzbd9kSY5XEq/lYgnljYMKMFIRyMkAwwkBZehjwhBw64PcYz38HMIZ5/LUCbxXEiwJL+27qn54yeJPKaAvOqXUzOY5j3Fe0h+rvbMbMMIoIB5oCY24AZp3puEhNROoUGLVmNTMH8zac82NF5iXodoQl6BHjeshQvPZASshu6tR4RytFoLLCIvLMpn4uEi/xUpRz11hyd8hyvHG6vBtdUZWT2BHHKfHVnAMYJ7ilNzqZ6z5Ecn+GSZFbTJnBExMd5au8Y47CEN467FqBa8+4rwmLutqXFOR7UhdkPy7X/rBTKNgQX9JEoShlQxjXLXLkSohqIU/dZ6KM/qiKJnY3AhuTK0iCGcrhuCt9PUPISVLwYNT9EyYlRchJ4NAW1OirmFAlzoCgGGCc4XtQwKddwY6uPbmkmQRCDQzgoBCAKmQOHcMTMwTJ1MU98zGMfy8TFPPIQxy6S2AFjxGjOtMmbJWhwEbMlZRxp5GM59QXw8RhKpRjd1hQOZZiHPmYqrs15GQfPC2o2PVN0OKaeZwTxwsNB1EK9ucClnSF659HurK2LgDNgMqzghWQXT20f457bRH9QBU8pFpMSbrEOrnUGuO80MBuXjMnZRYgKZF2AYD97sbeDp3d6eJVRQQqQA6xFeZdTH7e9Fh7fOcFLBztZ2ukLvTPE9ij9dba6E0RlR/jMrambM+B0WDt3FW9/oGM57hZpcjLP2ck2WctLliuLq2FAy9y3hS9qQE72vgFDhJuxmmddY5YpmjJxU+Y/eY2NLl8LWZBAygJASshTz6v/pQ9Ftm+yAMe8dzZvHuTYvhVUEQOoe6kRxuxTdi3Y6ntc51V1EqURQfY52yTNMG1Z4McWJO186n8JNhVwygt5JHfJNh3Sp+vAeuEwQ03Nxf9SK8MJF8xbVl59Ip9vcyaWkiUrq/YrumrI91eygkOyfkPWYq3apwCB7isK6EC4TGykuq8cor+zeFYWagnxhJuQZ7ZvlwKdnBLB5KdNOY15GBxo3yytbVL9IMeKBiQ2cMn3u+qL7N4qnpXjRNOxW+Bd91sOaOl3gGqzcvaH9PszZdPEqkc6V2eC9MKac1qTugpCbAZITXNu2aRosgebmS0fA0cCda29sdc0BY4tjWSRNvxReniJc4AUCRLyUlCN4DoMo/P40BRdzwEWvxLhamuIl4+21wsleUHc4djbHiFwErxysL3ezE7VRXJlZMoWjXSCFFe3B5hFvqalJpSjVI3w1PYx7k8bGbrqjag9L3iqvy1fnHnor9finEcQdR8S2FfrkNTcVCS44ZxgugxwPKiDKTa5AjO0FS0N5XBcoQGql0I0gyVa/gKBIxadmDmYJx5mcYDhsoxFXEecOkgSR2hlGBG+NZxk1jgAYEsXl4YML72+BxoIVbw5FxZaH0KF743rpgjcFIGboOpF6JRmKDmJbkeYuhjHJQyXZUyWAZahJwDQ0gFxs++ot+OUIk0pZksXc1oCcRlK5Qit+gJeKxWgZx4I0MOtzuUQDHUq8GjRWHzQJY1D7JWMZFn5uGjvuF/FouJhpzXFpBRgMioLQLZpzha1RX6P5TTAN5NdPLV3jMBNcHDSBE8owpmP19MObm73cUg4JsPKes3OeYauBC0v0y08vd3DC+mu0BadlZcTTEdl9P0Y13f6eOOga5jYHvAAJBNfJ3Y2MrulF9Bwv/2Bjky87AFxCij7dAq9madVHzRMLCFHCBCcErCyC2cuiQos9jXmO8LPIhRSjQZRBEhKkqUrEQuSMYED0hIFjaQwkjM3SgICqgI6EhMzhDvCDIgmWbBCOJBKZieacLCM749kv7EDYlobEXMs/xjdSaZsGkMDE7WOcBeAZNoS7wwrxgc0oUDGtE0KVyQ2z2aCh0owok128odmEtTYwnnqU7gLZkzFbKDmEpCIGfpkTRFMwDwqiCByE1DHzlGaHAvkMN8BjdIsKFPCpEdBYq7HkTJ3U6f2JE4LaMhN34j/rXvc0krJNmuArswYOeQpv+wPCXp0+1KzwAsNoSlf+DKJPlM+ZFo4VkM0RdZvR4NDOSeQLc9oB5WmiOvXEo70htjAaGugAbsW2NW7WYt/BqRyEfBWgW5tXqfkLhuAWj4ymqxBgSm1H6j6ubmmTToV4Mnl0/+r+ZxyHVxXlacC7hIGcBAwx2gibbM0sycRDSrNYQykCaUFWiDK0xo6mHuif2QbYMf2yY4tc83uLAtU6YOChyTYPUpnp/wprPzTCVI0qwucDOrZ0+sHESCIYEp7bPsUtwZtRPMs2UyxMCgE2W5nimawxEsHO8Znwk5FQGNNGwDB9HZtp4/hooTBoAYwAXIq9RBPbfUExa4OhGqdKuTrzAMb62/F4NaqLHA8qon3fZDTdZXWkSqclXLNJi5DqRKhUVmKgK95cJN52KyjCthQl8H3RRylrcoMnWCOgCYImQESB+MGlpGnNSngKDQpOzOlkq4+oeAS6BX1gnTZxVRvQNAmclQCscBPUJNA7Eajj4AmiDlFP6zidFHBeF5CFHpgqQQRnGgrAyX085hiHpewmBjQ02nOdD/OZ4E07SQG5DyspOYcgTjMKxoP8lI883E/EkE/d3dGOB7UxaGCDSTJar6i+cO5CfT52O4JbuydahPPZOnh9V4X13f6oITLOYPV75svd918B7CYlPCKs4Wnto/xrXTX+AFtSDwVGtnr+6fY7k7QO7YISh5kreLCnG4eCDrv8aBy/jG7IX2HDVW/PYkTgns/WsfshlR1Wb43rOzhjZ+uIGkEK8QDi/0y3vhECcyjyAfn678jwP2PGJID5lAtWN77URfDxzzhYO6I+5wSpAHF3U8wLLqOERAlsFh0KY7+YoTUJ9kApgCGTwMnH0wzwRIJF1qe8Q8tML3GtcYHEOWlAVD9sR7iOrJ1ESBsczQ+3JM+FMgMxuWlBM57RroO2xzIed8Qiz2m82Ti23x0gKhpwI9i+wrbQPzjIx0zR7OHMWB6jeDkA8z44OgyOfrPuCDNBmyzHMLEO9//RIywQTWoUmQEy66D25+AJn0gHIKOmQGDp3zc+xFXC/ZK6Ccpx/2PBhg+EWgfIkUxzV2KW5/wEW750LS9UsMQdgK8/t8H4A7VzuaizzhGT1Rw70cresxoE7iU4f4PV3H6XAUklUBNmq+BErzx31Ww3C4ZcyUI4BK2A7z+f6gI0BWnFiBjGD1ext0fr4h2aWY6AJzj4MNlnL6zZNqutF4UuPXxAPMd34AfmS+uubj1lzwx5tV3lmaB08seDj7qanBqB1Y9fq+L/tOupqpW/QgApBQgqVI9JtT3Zh7B0YcZ0hIMvbQcA3GDYPAecZKoKMQVA938Esfk8dQaa9DtmD4dIexwPQ+U5pA5QPTcHGnZJq4QfRw3OJbvXhiyD7UZEGC+xzF50kRQt8kOhs8yzPct4Kfwggscv58jtjTrCuRENYqjD1CkHjEAiwoK+MkVByfv8kxdEvAAwOmzAcY3fA2a9W+X4vD5CqKWr9vNHbFeJTUPRz9UF98yZ1673K1g8FzOgZOKn9ljTSyuNfFIm/MWp4wq3iTiMDQbM4xm5VUGovMIDsT6gfCvubbTx8m8ipkMPph5tqgIAtSbC1yuj/DK0ZZoxzrt0zmHiRsIprf+rIJBv6bpo2vNBZ7a6uHl2h+7FgABAABJREFU020DcopSbq8qStRL0d2aoBJEODhuCt+BByAceFPJ6hMRjDRBqzvF/s4QJT9Gf1zBUa+J6VB834yVAJE/0nQrqEbY2prguev38cOPvYofunILV+pDTKMAf97bx3954zF84bWb+PqtS7h72MZoUEU480WcIUlWAGk6xiUT23l+7HSuPIyAz13wSBIkJBRp5CCa+5gMKzg4auGF23v4wqs38V9efxxfObiKwbKM7coMH7x8Gx997FX8wPW72N8dolQL4fgMxBFgWy9DXLwDixzMxyX0ek0cD+qghGNva4St7Qn8aiTomS8wLs/9TTeAhEx/xRSD0xqG0woudUco1UNDpb1O+C+8Jr5XEjp49XAbjBPc3DsB9cVJcxK6eOOoi051jlZ7JqwtzrJZXtd+Wdd0WMGdcRNP7h7D8dPi8nLzkKcEd47b6JTnqDUXxrT6InPOLpMTzCcBXCdFUF1DaLJm7VyXvm80Opf+aAISM7PZK1v0MMX1311oemmdCEGpF+Lq77uGhQvQA6X1coTGG7QQKu79CTOaGZjvQWOO3T904M2UGgT6VDkYcXT+KMhSARMh0NRuAemhCxB12gsNhip/XhaaHteqiwhtzeiLO3DnpiwFdvwRQf/Pts3BhzX5Socuon4Dnmyf7ccQfaOJ8lzUq521OUBiIPrTNrwpND2zACBA0AeiLzXhRNwCNKLQ6j2gdOKAMGb8cGSbGrdS8PkCpNXIOO67S4a9z3kIRmnGdwcpQ/kEuPSfHdAo1v2rhPjmqzHqd1bZzwjj2PlyAicS/ggkMSs9jRku/1EKfxibsmTyhxEu/2cfNE4FwCCG/KB+O0Sl5xjNkCUwbv9ZDBpLkJNycAk+aJRi508Z/IGc2MpUjAPeJMb2VxyhPUw5CBjgioFXOYrhLhwDBlMBnJjvovVqCmdpkTKohZYBnW8CpUEiAB2IJkxwQobmi45poxobHAhGDPXXKWjMjBDOxepfObAAjvwmKuAmTxmckIO5xNLiCK2hN3JAY8t/R4JZGgPOjFqgCXqjoRHgECrY0QgMSQEDkIg8JIExBZP508iBmxOiOBHjVJxWZ9d1ox3lZoPgZo6RlIh6iAIsMEQFEHOXO9B+VxlGOPk8kNtLLJBDYPv0med1fmXOqsrNmT5yQoTPm5aezH3uEiRlc6gDQGvvkjKFQx/553ynUrkWgjFhogLACABn7esFQhShHNudCRgnIujguYCSYDV6vHOCF3q7SJbehYSKfFmAATm9SU2Y9EhNTrM1x832KV7o7YogjLmYPDopIZPn/rfq8coxdlpTDOdlERfoAnF8zivErr7fmstUmAq2agsAwGQRYDxurvpFwdoeZKDPcjnCTn2K/coYAU0wiMo4mtfx2mkXy6UnaJiV5uNCwqQAlitmcXnzwBUNWu7+mkQSIg9tioRjAiwdICFI6gmS0MV8EuCAtEAdDj+I0awusFuZ4plWDwwEB/MGjiZ1TGclpAkVlgh2MzmQhg7GYQUTpwy/FKNZW8BpMIznJSznftb06c0uZ0Xfet24YQTLSYD7kYvtzhhLPxYgfpNvUcE+oPqexRS3jzq4vD3EU/s9vHywgzRykEYObvU6uLo9AAAMB9Vz0UQXtltq0gaDGspegsf3jvHy/QJNbn6d4QRp6OC14y6e2j3GS5Er1y4rz3kPaOR+zVOK0aSCTnOG08gFWwj590FVM297oKNOPukyti5yvfETzuHM4hUABAA0YfDGUZaAAOKbOyGDE7IVljVOAG+W6r9tOl7COYIhk0KKvCdt+0nK4U9gAIkEOSCAEwmQtEK3S0XsGMASgiwBypuoerJ9QhjgjS3gZm2k7hxwlhIE5jYVf0SMb41NCsCA0qkStLP5nJCjegCtqVH1AyJ2DRnzDMBR2gJ3lIJHkegOpamQZZZPEmP2ZsePiRhKJ8zSAHHdTm+qnCVywSQ5R3AaZvpV0fuCEpSOl/pvW9NCWYrywdwIj9QAJHcawZ3wjGCpUnBs8mRBF0Pt1iz3nUSZzpKj8Zq855qPSTgQ9EP4A/O/aBwFSRmqt+cZTSRX9TKO5ssSARMFjsQ4dBYpOt+UCEKbeglzqFI/Rqmv/ge40tgAaNyOpVCu/IcAxRrHowjuPEVScaxxD7ghx/ZXuPb1Ud+Ycg5/BHS+ZsWmsQgIqvfk+0i/Eu0TQ4DGC67QVEpAJ0Cw+F39ZgBmHUyr3+6cwP1WkJlDGvj3CMihq6+r9tAUaLxMDXi0iUQY0Plzok0yjf+MiL+0/RWs+s8QoHaQgtwT/aPyCuBE0HkhMgQdMN+EMI79P56vlMVB4M5j7P1xwYkYBcr3ZijfU4VxfR0MaLwwNOxsj7Q639bklBLUyyGO+/UHoj7OJCJMuDrlOV4+2Dmbxlrm8coxntg+wSv9LWGrv0nDco7hkQc54ATE4Wi3p7jaGOGbh3uGPnpdPYAInupw5ANN2qZqvUFdOoJvKKeozQkFlCbgQZP0aSpXQ7SqCyxjF/1xRfiRWH2YmVIS3FQqIfbrE1yqjpBygoN5E1/r7WOx8AWNtGJaXPst7A2MZ69t9HEqKK/I2bEI7OTK57Vk7T0AQMDAA6tc+UyaEizjAMuZjyPShCNN07ZqM7xz+xDBboKjZR33xw1MpmUJerIgT/munMx9UD9FvbpEe3uE8TLAbFoyZm0PMp82jfOc/JR5VgKxo14TzdZcmLL1G1I7uqG+NQCExxR3j9rY3R7h6UtHeOlgR8TaiRzcOW7j6vYAhHBBz3yW9d669+EEPAUOTpq4sXeKy9tD3D1qg6dYBTu5fNHcx51hCze2+ngl3tkYD6e47mzZaehgtvTRqC8wjGpvai182wMdnWzGLGsD1yDFvi+TOrW2/S7yyWY502QCMq8W4CzAo8CKcl7W64dyKLYWcNUGTRgA87cGQhzG5CafL2/1YN2z1x97XWP26bglfGrTImUmRMwzOo6NyicLy1JEc/hThqScPTlXIMYmDtB1ADoGiPblAATgUO3mMKZXMP9zQrJUz9z8bTpEvb8UmHU+1Q7rWU1VzTN9pnT3JHdfjCduftuJW88yDsIYOKWwTcsyKVWbuwRORAr3+bYABkTp1UJuQgQZKmnttG6tyqIcUT4H14xixEGmfwSAgfkenOu4Ptqpn+ROG9W3Uu12hCeJXSdy44WpQwDLp8vMJ2gwpQkkZL8T1QYJkFT9WuMCZBbqlfmVe05NA90OR1rdSA2lICPgBvRIkKXzU1UIlz5Qdt9BaPW45XfjmLEtzO/UdZIdk0wCHgeG2Y8oQK7AixnPtnaRyzwZsE2IGbO6c96MpP0oXSQRytGoLTCclovj5Zz1KWwhSzrj3+j08dpJN8vatk7gJzJWzu4JDiYNTG32pXz5dv51gqD0DcqDHEiK60u1Mb51mPMF2ATECnwviMvQbk/hOQwHx00T/NNO5xjC7shB0uLFxAPnAD/UT1GphmiUl5iHPo5Om0ijNdobyYxWrkTYb45xpTpEygnuzVr40v1rWC58468CMwULzxxWfDJ4cR+u2/TV82dpbYrubcpr3zurzYAyDAAAJKmDWVTGbFzCbacDP0iw3ZjimW4P5Z0YB4sG7o2amM0DrW1QPj2cEaRLF8OwirFbRqUWYm9rhEXkYTwtF5tgnvV9N93Pzw/125obPKEY9qso10PsdUfCb2zmrx+XRfNJ9jFPCY6Om+BbBM9cOsILBztIlp4GO9d3+kAHEuw8IGrnBCymuHXUxVOXjtDtTHF6WjtTQ8oZwWhUQTWIsNcd4f66GF1FyV5L1PszESC51J0gqIUIp8GDvQ++T4COjoljn7DbJkWW4FF0EKEEYdjz1vp+3M6bC8qoBR9ABOhUQk9euLKSDhwq89sBEjNgyE7qsE61UQIvO9bOOtWrfmdLOFO+EuoZ1SfqRzsupwW0z8z8r8EIE1HhtX+HdV2bM6lyLNCjNBACQHIDqhTAsd6DWCCDSA3LCsDJfVfxPJcxWMTvlTyEaKf6wsRQfF8JklrjYEAGz49FtpovQ2JgOfoDfFUgBTIEG5m2W8CHy/fVfQAufDq4XaeiNJZ5Uq6FaWHiBgNoIMaqIt6AIiigonRtBpgyECY1IFwFH4VhU5OntFzGMYIEZpSbeWDqQwZEQ8I1JgkWtPmYAkXyb836pkzGGIyfWi5lYt5Y86dI66NAnwZMxBrXCthwCMFFUXFDjjO7bBAdr2gFUHJptuooIAOt+VHfnsv+FmQPZHWOAOJ7aLpyKRxQCpIfv6q8i5j/PEoPnqS5GJcnoyunxOcqw/xJXRGL5mBSx7JIQCgAOcThuLI9wDQKhJnbOjMylXL7WOYWEYQK13b6WXM1RxAc7NUm+OaBMIvjHJsF7XwfqG3bT7HTHWMZeehtCjJorQXrUrIVr7+5LhHhE1StL1EvhZguAxyeNAvjHSmA4/oJus0Zbjb6CJwE92dN/OnBVSzmAVhi+nvlfEEJ82eaJFn3i8zU7L+1WcSGfrfLXQd28nXnQdRFkv3+RAjPYeLj7ryNe04LQSnGTmOKH9gV6ujbkw6ORnVES0E5za2BwmIH02EZs0kJlVqI3c5YAJ5JRYDQdaD9Iskem5vGGSNYjEvoxQ522hMMvXI2VkzRoUYR2AHAU6B30gDjBM/s9zJg51avg+s7fbAWFWyNbyKlEcWrvS28Y+8Iy9g1tNMbvilPCQ5Pm3hiv4d6c2HIBM5ax4reHxI8KRO20N3IwrYpve2BTibwJwD7VBzSN4QHjr6XOYhQrFXc+ttKmSjxVtBFexxkNDlSgNdUtLpN0BoYDZrkWql9cpQAxQEmTd6U4GUDmXy8EMAIXesmYUYbowakvS6q65aWR70HtfxnwKXjuBTuiFWOiQpvWNtE3Vz4WihgZJupqWeUYAbrOaXNSApmjwQXApDZL1Ig+CnQpU7NFUFABmSwFVCRL0ewjknNjLqfBxuy3DzFuWAvy1dAVttq18cK6NJVEbYGKQ/sLe2I+k0TZvYoJeCKTOKbUSLAjvVKSOVrOQQ0ZXqeKA2n/maKBU5rPyS4gsXSpsAPAZjSKBE17pRQD4seOwc41HiT4zQjE9k+MxKcZQ4irW63Tc80QMrv73J+CNABE0cHEnhI7aLSypiTaqsARa2tyqIG+KmLGuwwabLKFL02F2BHAX4FkACtESqmp4bR8jliPOh86Zpxdpb5w6P00JLjMzQqS2OyFlI4C4q0lZydOZcUW1rCKAaD2qpwUrQHSC1LyY3x8v0dQ+2cecj6e51AJycLc4Gr2wMM5uUVkLNfH2vhrFBwKio7979XjrHTnqA/rRjzuk2C1DrZ7CwBrPAdAVCCuEKwtz3aDHCoNGerRLjSGuJyZYRRXMKL/W0hcEszLKAA3ACbAeB50iYztrPK1QJ80R57jvLyz5wH9NjgSAn2csHljGCZBLg993H3pIVKJcS11hBPXjvG8bKGW8M2JtOyBoxay5NQzEYlzKcBytUQu90R5qEP5rYL6s+9+3nSefNwEbPmIG1iuzOB7ybCp6YoEOom0CTNy05O6uBrwM7N3VOknIDR0gVeJFsHCEe88PDyiaCd/ka0n2VsXJPSiOKNkw6e2j3Gi6GXDSaaqUPWk7d4yT2TLl3M3iQL2wO69pw//ZN/8k9ACMHP//zP62vL5RKf+cxn0O12UavV8KlPfQpHR0eZfLdv38YnP/lJVCoV7Ozs4O/+3b+LJLn4os+lmdryUh1pVXZ4zvZ8frUK5jnyeQjQQgnSsov5fgncseKWSIEranhYdjyrHglqOMey4yCpWINXCkzcIZhvOWCeYFZjljNx6hMsutTQRysQQ4GkRBDXhWmbHU8HAKIGkJYtcGalqMVXNEDK9CaurwpCiq0tKcMQB2jzNCCpSMpqCUacmGvwEzWU0ATNjkXlKX9cE8IUlY7+SsBLfYKoZjuccw2k0pID4jiG2IALh3UAWG55mdNs5cvCXYKw42W1QfKHlRzEdU8Iman1wziipo+04kJpj5ByTUMedkuCWU2bicnYMC5F1C1ntDSiLQw8cJA0rVNUC/QkNR88EAQMou+MNJk0SpYJG9P5uEOQ1CzmN3tHdClYxcu0T2iYAOa7GUp0reHiHCxwM3uofbDHAkFuoCm3lQaBANyl2f5VAFEeBGgmNuQEaGXiJ9smKLNhxeIR9dHUjIMMZTmDZmxT41WXpX+sAJ3SzFLfl+NeZIbZROR7MdcGHgbkiDm3eh0Q5XEXxg/OmrPMI5m5rPd6eU8l1a/MseqCVaZKNhkBEeuTWAdIMYAn1n25nql+M/fVtex6WKStfrul7/S+ZCdCORr1OUYzY7JGGAENNwCN/HX9XTnK9SW2KjPcOW4XA5aV/ILe+VJtjNeOtjbTSJ/VFnkv6jCMlwGGgyrABfFAu50DOes0RkrIK/ohHKV6iJ32BL1hDYvJBpDzJvDBOk0VoRxpIA5jaAIcnTYxHlQyIEexpjlBilZ7hvffuI0PXLqNmDn4/J2b+G+3rmLQrwlmtJRkl3S1kdsb+oOCnbxQkNewXMC0LNOWojKKrp9Vz7o2r3sPCXZ4KpjXpqMyvnl7H3/0xuM4WVTxrp37+NDN17G7M4Ljp4axTfkQpQTzcQmHx00kjCKRGIA7/MH6V7dP/l4zZvKJRQ56xw0AwNbWBNTLBy7Mlb2maZwRnJ7WcDit45n9HtxArENp6OCNoy5261Mh56k+uOg7cjE2F5MS7ozbeHznBI7PNpcjv5/tr6PfL98//IzDCZWHA4tpAN9N4ZUfQPOKtxjofOlLX8K//Jf/Eu9+97sz1//O3/k7+O3f/m38m3/zb/CHf/iHuH//Pv7yX/7L+n6apvjkJz+JKIrw+c9/Hv/6X/9r/MZv/Ab+wT/4BxdvhCPAR/8dHsKOFD7VBu85SJsl9N7rCkEX0D45nBCEbQ/H76OiDFsYIMD4movB086KBgeE4PTdBLN9B7b/DicEqU9w+oMpopophzkCvIRtgvkPzcF8ZAQkUGByk2HyTJzV9hBhqpM8N8Nil2VPuCEEt533HiGpmhg1gCgzbjJ039sTp84SqKjAhov9BOk7phmAo07Q4x+YYrFj2NNU4i6QfHiMqGk6QlECLzsE0x+Za4YomiqBlWN8g+LkvTBCdSpIHmjKMXjSA6nXpIAMDUo4BQ6fB+KaI061LX+aqOni8HnxTUjKBVuevD+6GeD4Pb4W9O3dpff+AJOrgQA4lsDIKcH9H/EQtwIppBvwEbUC3PlJX48vW3MyvlnB4QfL+n99L+U4+qEKhk9VZduZfkZQWZcQt0saqKi8cauE258og3s5tS1jGD1Zxd0fqwjtpAW2CGM4+GgV/edqpjxm6nrjkyUsd8vZvuAC9L3x3/lgLjW+SvKeoLIOZB3KZFEAw4MPBzh5V2B9S9OPtFxC3PSyZotMAN27P51qsKtiHxEGzHcoej8VgUmyFQV2COMYPgP038eM35i19i4+MsX8Mjc05jIf84DyD58gqWbHLog4EKg9f5wxx1PlzW/GSN87MQcG1uHF8gNTTG6wDPsZdwjSEkH8EyOEbQVCzJwNWwTDj8+RBEQfLqgyh086OPywpTkmgApGevhDLvrPeGa8yL2f+RRv/CVBFc4dInyfZPao6eP2JypIS2Jt04c4hGBys4p7P9ZAhnZarnHHH2xj+FxL002/3dJ3xb5kJb8SgRBuWNYA8HKKeDe3qZ9DTnGCFNc7A9zqt9dTQtuJSPKB7gleOd1CvHSL8yjwcUZZhHLEFcCdSm2SpJButWe42hjhhYMd4ZNT5D+wzoxHzTvKUW0u0anPcNhviMjpm97vPLL1eWU/woGYoNmeAc0YIAROxDN+OBrg+Cm2tib40I038OzWEW6P2/jj1x/D6/e3EM58QftsO9MXAYW3Iq0DK/lr+vRrTf7z1PFm2neO5zgXgj4YQbzwcP+ohc+//hi+ebKLq/UhPvrYq7i234dbigVNtVU0SyhmozK8GQcoBduKUGksQRzbSTT3e1OygXlhe1f/F347NSwiD3vbIziBBQbsPOvAkwX8Tk7q6M1qeGq/JwAeEQyjt47bSAMu9tAH/Syyr0/7NcxjH1e2ByDnAIbKXydMXWx3J8WU0+tiEmUKkr9SitGkjGZtKejDL5gI52+Nt+l0OsX73vc+fPazn8U/+kf/CO95z3vwT//pP8VoNML29jZ+8zd/E3/lr/wVAMALL7yAd7zjHfjCF76AD33oQ/i93/s9/PRP/zTu37+P3d1dAMC/+Bf/An/v7/09HB8fw/fXqMKsNB6P0Ww28ePv+r/ApT5AlU2XOI2xI42re8J8zNrZpaAhBGwpRORM1HRQQpeaeSqBjTnhNYxMzJMmO9zQ7aoymQdk/AoIhOOzQ4yDsmxn69UYaUAxfNwSfnMnzsyFZqTKvJPc/2hsCYn2KTcRFL7K1EwFO+QUcCIuQJEca+rEnfmAs1SgJQuQUo/An4oMGeYoycDlLJgGIO4yRepRODGD879/E86lPYTXu5kTa04ISMIs0AJtxsUdAiq1MURSdYvTfPHNaZxq4KG1EW6WCEDkk6ZovisCfzKGvO8L9xwQRUuuAA+DHCcUNEpggkDKcRMI2mmi2nF0AuxugVMKXvZAwnjVZMghYIErmAOVNkSaY3LHAQ8c0IWi1DbtSys+SMpAIzMIVL605otAuAnLnuA7FHHDhz8ybF1qXnCfIik58MZxdvElBFHLA5hkt7PGf/D6CdKDI6QfeAdY4BjtKBFjerbjotxPQROemSdJiWLZISifcjNn5b2wScBcAn9iQLw6HFh2iWApDGXb1LxzgOUWhz8R1NXMgzZ3S32h4fRHRI95ldIAYD7XLIUadKVA2OFwFgTdb6ZwIobh4wqIAGEbCAaCddCYZYoxH7YJyj0Tg4gmAphFNUEHXT5hGVNOwoBFx4ETcQTDVLdD0d5P9z1UjxI4y1Rr9AjjYD7FbM9H7c4yo/0kKUdc9xE3HFTuzs24hRhby90KaMzhn86RREv8x2/+PzAajdBoNPC9nr7T+xJg9qYrn/2HcBseup0p+qNqNrDgeVJOeCEOw5W9AaLUQa/XPNsZmYhYLU9e6uF0XsXpSf3sPGqPyJUDCCG/251i9Odd+GOC+TMhQDjqzQVutvtZ4oGzhNpcPxCHo96ao+zHOD6tC1v9dVqcBxXq1uRTfjjzeQDHYUjvVvD0//se+h+5jMOfjLXWwPEYttoTPNk6xjL18Ep/C+NJxZhS2e09r1Cf97Mp1HhYbVd/29fW+epsSqGDy79PcO9jHAg2aRxIVjBRPn1U7MsXOig5y6eHFZRnvY8+h3YZKtUQj3dOsV2a4rVJF3dPW4hDV5sJAsDuf/DQ+eN7+NYvXEb7sT58N8XpqGq0jZn3vMB75FMetNhlEaBUD9Gtz3DUbyBZuqt5zxoq0r9ud3uEdmkhgvtKUo7yiwHiOgd9YmqYDR8EjBJBVPLUpSMcTuoY9gtMYguSU0rw1H4Pt/ptzMcbfJLOrF+0od6egzFhisjmIe7+zX94rr3pLTuv+8xnPoNPfvKT+NjHPpa5/uUvfxlxHGeuP/PMM7h27Rq+8IUvAAC+8IUv4F3vepfeTADg4x//OMbjMb7xjW8U1heGIcbjceYHgBaS9Km1DXIy5hvQ5iB2Uk6/OsioPoWxTmqVVkcJXTZ8ziFyqmNqEHNP/mgfAwVGLAuC/Ck08tcLvuQKyFGJSZBjDTZ9Mp4KkGP/r8yAFMixT9JVP7gLroNF2uZrTsThLYS2QZiuKeGNg0YcztIEziQcYK4kLIhYVqOgNBJSU6MpoCXIEe8rhfockQEAkDjNgJwMI1vCTOBMpvJJsBTGhmjA2qlIwgzIUfckCCEJA40S3XbbvI0uE20WZ2uBCOeg8yijCdGBRhMGZxaZNurvy0HDGM4kNNooS3PjzCMBjmytDRP53FEIIoOPCnppWd4yhn+6lH5JTL874RzOPIE/CLUfihlPHP4ggjeJoSi9iaVtA+MCfHJoE0aSiFhTtfsxnNAaF3L8uEuG6hGTQUbNeCJMxJwqDdQ9nhmP5WMOd2ZMFk0QWKDcIwLAA7oeMMAJgWBAzOmRdcDqLAFvYkCOfQAR9Amc0HSDLUuU+pISnsJiWgRIApSPuDV31HoAeDOO8inTwM1eN8qnKYJxbkJLRrX63Qg0YuZ5RfIQM9RvLzMmoco/0JtEqNxbIJ84ISgdzuCfzlfuvR3St3tfAjbsTYSjUgsxD/0sFes62WHlhN2+JwJvlt3Y+PlsSlL7src1Qpi6qzF21gkia4olBGi25qgFIYKhnEuEo9pY4ma7jxd7O4jmG8zVNtRHXIZWZwrfTdE7bqwHORvat5KYJZSvK4py+NVInLgTDi61B7awTCgXpAjbYzx/8zVcrQ/xtd4lfPmNaxgOqkgjqoN1ive8oJC57nn7cBLWb5L7rRuaO8HJ3ybZn3M/k/fRcZn4SQlQ4LO09j2AzX0TUdDpZpdyvcXFQmPztduX8Pm7N1D1IvzIjVdxff8Ubile8QmhEcGgX0N/XEW3OUO7O9FBOc27bWj/pv9VXrLmPgeWkwDHoxr2uyN4lShzr7C+lTKEOV/vpIFpFODx3RNQyVBIGOAuCK53B9q0bdWXas275epQ5ATXmkME1ShjFrgupaGD24M2rncGwuztQZMEVbNJCZUgMhqwc6a3hIzgt37rt/CVr3wFX/rSl1buHR4ewvd9tFqtzPXd3V0cHh7qZ+zNRN1X94rSr/zKr+CXfumXVm9omE/06TqNErCSa0CQTHmAouLcZMuD0epIcGSDHHvBUSZrgAFF6tTaaJFXTVi0mRld83cOTBEmq5UEAEz+toGTOolW5mq2JseOLG+fPptTYHPPjmCvBTVulWkxqqn7hEESDpjyhDZMAZmcYMyhtTJgzDheA1nGsJRl6HO1hkc9Z5mMCYHSAItMssED54ZKuiDlfSFsKmvCi8tXJARak6RXZOsHTO8gKwxYK40gxrTNZnLLCzfqPayFXZvfqXLUdfWH0nzaWnzGtMaKENHfRGrPVBLkAly2X2pabAps9X3VHFHBLQk0nbOYb/IaEX+bdZRYY4YYTSqFfk4H6FQ+OQQQ9NNqzMl5K31/7DnFOACL1ll1ivLbkS9prDrkOqtMPvU8Z+ZZ3bG5z5mfO3bSZpf2eDKdbPJbZdnzBoDFqmY9J+eK9tmRgWXFy5txnBl7nL+tTNe+E/sSsH5vcjwGz2EY9mtCMEwovKGDeCteFfrI6lgBAHXi6wQMlxpjvH7cBcvH6SDZZ9XFSn2JZrDES/d3wWXA3JWyNyWrrKAWolVZ4E6vg2okNKF+OcbNjgA5y0mwKpQXvUuufEKF2VvKKAanFQNOMj4g8uessZrXGNhz266fCEa3RmMB12E40rFPzF4OCEuLZmuOp7d6SBjFnx1dxmRcNn5RBQKp+AZkpb6MJmZd+0hBmarc/PjIDJ+zQW+hXc/6bdLUW5Q4hEmSw89PaHLWWHMZWI1lBX2yvg0cAGcO5uMSvj67hFcqER7bOsWHrr+Bl4fbOB7UwYnQwBMO8JQimvk4Wroo10LsdMcYTCrCnHQT0UXhdz7jXVbGIUc08XE/bWK7PcEpgNimnz7r28h+YLGDu0dtXNkd4NKWiH9DOOBNgfvjBi51R7jTa2ep68+ak7k6opmP1wYdXO/28XK4A15UVi7PbFRCv1TBVnuCo6Pm5v4EVvrGfmcWORhNy6hWQgwH52dge+hA586dO/jbf/tv43Of+xxKpQdkfHiA9Iu/+Iv4hV/4Bf3/eDzG1atXQe4egRBhUqC7L01BPRUEML+h0EyQRbJyP/c/pVg5BrHZ2fSiJoVSalbjDJAqKoMUlAMhVNHhBCAE9ZeqAOfCiZ1itX0qry3cZrwfYYT0leuW4M4YSJKCe5bTvp0KtB4ZxrMiEJAXqvSfHEgSpEkMdnwKb760nluzcm6ywMy0g4lvnC+L0OwzRWXkWPeIvE7U9fwzmvqXZNugm8zBlyFIkphxZj+7Jp9o7upzhBZ8+3XvR6h5T5KVEApLKSq7aO7k8rDJFDyJ4bx2D77rWlmtca+ft81Gi+4XXMvNGz2n8s+sy6vy2aasG7SkmY1bmjmSsQjmWn29WjzO09zcsOaPJtWw554N1nUD83Nzdb7xonz6Zm5MF8xTUvAs4QUBR78H03dqXwLW7037/z8PrldCM1KmtinceShIUy5o25GWPEy9K7g0ZZvXQpUIQVyrYZLWcHVxzjybyqpWkCZlXA05guMRuEMxe6WCPrmOvfO2qSBxlyIpteDOGTqZcW3API2Fhj8pGcEnIx9llqnz9U0aeGCuD3fOUOMw+zcAZxmCz+bo/PkQA97C7aQFf5KizYCOevbbms6o70wHjdX7JElRuj2EP2oJ0+4LNefb/f6bEpH7UhlTegWDKgUrUVyapKi9PACfzXH9d0Okeuw4ACpIgyq2PAJ3ztazUgK4yDzN4puifC6Y38WurPeB+pE44M4WorqDa5MUwfEEhHEsX6giqdZxJeSgMX9T34jTGib1Jq4s2DnLImBeB0mF4vokXZUdV2s4o/4AaamM+mSOu+ds80MHOl/+8pfR6/Xwvve9T19L0xR/9Ed/hH/2z/4Z/v2///eIogjD4TBzenZ0dIS9vT0AwN7eHr74xS9mylXsN+qZfAqCAEGwGi8gHQxByNmUeN9r6U0oAb+nEpvPgfnb04xGJR6/PYTJTSk97X+nm/AoPUBK+YOx3Hy3pe/UvgSs35uqf/wSXLLq1/PtivlQfovLarzwECs4R/p27/Lk9XvovH7v21zrtzeVDo+/0014y5P/lVe+00146CkfQafy0nekGW9pSi5wCPfQDRN+4id+Al/72tfw1a9+Vf/84A/+IP7qX/2r+m/P8/AHf/AHOs+LL76I27dv4/nnnwcAPP/88/ja176GXq+nn/nc5z6HRqOBZ5999mE3+VF6lB6lR+lRehunR/vSo/QoPUqP0vdneuiHR/V6Hc8991zmWrVaRbfb1df/+l//6/iFX/gFdDodNBoN/NzP/Ryef/55fOhDHwIA/NRP/RSeffZZ/MzP/Ax+9Vd/FYeHh/j7f//v4zOf+UzhydjGtMm77kFT3kTnTRX1YG3jytxkXX7bNOlNJH6mmvHcBT1AHsvc7u2YbJWvMil8u73rRb5hfsw+hHn2oPOroCDxu2AcnzkXz5Ee2jwzBT6kgs6wp/4eSd91+xIAeB5AH1APocajbcK67pvb86jIHHbTWFFzsmguFpVFCaDiClHnYuOwqI6HNo431LXBRFjfB7L9HMWA4wDuOUWodX1o37fbddbzmxIlwjRY7ilc+YNeJHEmTG4derF22HUDov70QfZ+tjr28ibXKp21b6zryyQB0hTwPX2fOPTs/rroHHrQlJ/jF62DUIBJZ1LXLZ6rD2PfeZBy1uU5z1qk/j6LcMVK3y4teSb92q/9Giil+NSnPoUwDPHxj38cn/3sZ/V9x3HwO7/zO/j0pz+N559/HtVqFT/7sz+LX/7lX75wXc5j1+E4chOi1sABVvwAMmxs8nrGdl+WYUgIjF+Ftr2Uz3NCMnS53DGTXztBc8jAgoaC2AQeVG2S/6vfVOSr3w7BPIrZvpdxCldOjUVsbbbzswjAqPJYTt8cmslKMWHpcgFNT2s7VBt2LRh/A6s9JGX/f/b+K+a2Iz0PBp+qFXaOXz75HB7GZrMTm2x2kqVuSZbH8/vCY9/IwMDwSIA8hi+NEWB7fhsDpytBnvkt2AYMGWPDmP/CHsMDycpW6KTOoshmOjzpy2HntELVXFRcaX/7OyTVbeoUsLH3XqvCW7Wqar1PvSmpl6k8falk2+owCIPoIER85z6cbhvY6Fr3l9gt2CnPjkiVOS8VOBXQybZ5stvIs8+xk31fbv6s1wdtt5L2KTYdaQCkNog8W540o23bh6n/Nu12vXm2aNb9hJv1vPxp+lW+o1OwwRD01nVw30vGbAGEbRmQcJmt6NT/GRcxhCQ9nCbXpHIrrl1uE4C7RLsjVU4KtOMBHffGrNtEgE65hphjnB4IuuSX5XCAcI76bgBwYHTNGFxrJx1ynehAqKp+ILmGlEMcvbbMOhPOHcjStWbHkxJtcMspgWUDpJ6rdjrCzPUcWyIezYE7+HOR/izfSwBw7//yJJxS+WJAUs1XIuKhMZ+jdOIkvXKmkprjrMQRbETwTlw4c5J0mCTnfOY7ry4CBB1hGO73pRMDCizWYoAAm18Ta3R0PVWB3V5OG8zjCNoM7pjCnZH8cnlJZS3KZ9+3xi8uc0RNBndE4cxIpgxzOcI2A+kEwHEJ3pCCMMAfAFf+97uYfvQyDl5KAtX3EndyWUrG6jPfnHIwDyJeSpWBVCI40uNWtHBApi7ojICGxLzTeV6lSfpJCGx/fYGDl0vgVheTdPDkdelhMi5zsEoMWovgOAyMUcQzB2TmwJlR4dU1JlnHLdlqP5Ck+rD1xyFq39/Fw792A0Fbzr+NCKQUwzkoiTmo9km1JVIgaAkPl/7ABDvPNoLieUlS+dQ1nr3PqQi+SxcE3vgCh06yjsY9EUfn5BWz7sFFyIRgPYZ35mT3ghWTeuaLjRiICEpnNDm/CsrEVY6wHaN06GpnPslMS/pkjVG8mAP/fDVaP7A4Oj/spGIV/Pgn/m9w3bJ4eVvxchRQ0V6zFNNje5IihiFS5bgVS0e7k6Yiroe9iSYYKQId8VzlU57XbAaLU6Kjt2vmSuWj4je4+N19IwJzCfpPOMKrFLfAjfUbMIyZDWZIbDxGGa9qVgwcZl23GTIViFEzYeae9uCmPW0ZGmhoOx4AaMyMK2dNl2EEnVkI/uqbcLY2EV1eS3pUU8yazcjZSTFuUfbtn8lrl7Hrtq+pZAOLvGtpAJKu064bEADv5AxY74rTwSKa1G8qHWXELAk00vQskyxQmqw3R9KS8D6o52FxOU6I5X6dG0AFwHl4jPjkDHj+SbCKa14ACui4Vj3q8MAC6twh2sW7fplK4KJctJs1RiSDAr22maNiVal2YQXktdaba9ak6remQXuFyw4n4UD7bTHRe0865vCAqXViyifWlAQvVHpYgzp44Nb6UnVY6yS93nRcKp2XC8cU9pq1QbflTRGAOIRQ8aQIzDqTYCiO5vid7//zD00cnR+FZMfRoZUcxwh5TBKB2dgJh1uK8fSlQ7x9JIJQLnXNK+NsXNs+Q8Qo9g7bq7s7Tr1YCAGqzTm2miPcO+oKD07StfWtzhle29tG5Rs1MA8YP5OjQ18AoIjLsLk+xDTwMO5Xkx4kHxXoFHSNUI5yfYFufYqTYc3EF4HcliiHXw7xzNYRmv4M3zu8jPG4rL2p0WMfT/8/H+o4OkvTRdxJ58S7SWzPVLgEd9wYtUqA9foEG+UxGt4cs9jD2aKG3ryC0byExcJDHFPpztsiZxk9NhCcO7j0mxR7P8lA0sEsU2V44Og8RHrNFH6XGFwvRqUUoF2ZY608Qcubg3GC00UNx7Ma+pMKFgsPLJKAWdK3soe39LjZ185J278p4ui88XeugG2KOAGOx3B5vY8nW8d49Wwbx2dNsJAKepTXPZeh3Z7Ad2McnzWSXsxSY5OlteB6UT4C0FKMnfUBToY1LEalbN1FQ0OA+g98kAgof+kY69UJ3tzbAgsFw1htLLBen+DBYUeMP3Dx+QqgVAvw3PYBXjvYNkGPl9RDXIbrO6cYzkvonea4wl/xwILN5ivH0fmhSHR+KKlAdSYhOQEAButk2TB9Js4O0QyTKs+tOWKDDgVkVF2AuMesa3bAUBBrzVJJi6rDYuhEWyTTNqw+ECTnGolNezo+DvJBjnbhKBkrYgEQzXyp3yqWTYoBM8ycPdgW42WDHKt+k1cxcCbOTgLgUJuuHKADM4Zi3HPypiUe6fJFkhsgCzZYKt+jnB8U0WZLYlhOfu0ljBSDHvU7Lc3JUS0jjGlJS8ID2TKAlAZliXtMSg7Ec+DWbk8iM/8JuHAHrQ4eqPW+4hwERLispty4a3cELWJeiz4RmUf0Ra450YBeJ8L1utgxuSMBCbH2UvV41fBwORY5/KF2CS1pAofRulDr0toLtKtrCjAQONLtth17T9QLs5agpE9qfREd2FY8Dq5p5Y5gbkgsx5pY858C2hW4OuQpYgqo2f8epz/DlB5yPSnFsyKUY6s7xOmsimDmnQ9yCNBozlD3F/jB7vbFYrqkGG+3FOFya4C7J10dlNCvhLjdPcEPjrYQLS4Y9BQAcRjWumPM0iDnoluoxRwWZnEZWq0pSl6Eg7MmWOAYwbUEhN32BC+s7+HhpI3X9rYRqbg9jxJoMZcInlzs9m/5vHQ+AlCHwy+F6NanuFQfoCWBzfGsjh+cbmI69xGFLlhsjVuRi950StMBxbzAuNrXdfHceonHtBoRl0wM5wQMFFHgYD7x0SN13KVroJSjVA7Rrs6wUxviuc4hIk6xP23iaFzHeFJGHFlqSZyc/yrNjctEsuNckAiHnnNx4OD+QRcn4xpe2NrDTm2I1w62Ecw8oTXFCXhE0T+ro1xfYGd9gKN+HeHUT85XNQ8zgO2cvuTkYwsHB2dNbHeHOIqpiOVUVGfOUBAGnJ7VUfMD7XYaTLh9blTmWOuOcbJKsOAMjSJ/MPVxb9DBjXXhcppFqZP3dLGYYPe0hae2jzEaVxDOXZP33Gd9MRJV+nMPdMBhTo0VwLDAhH26LK7BMBTUUjVTTAw31+0TYX1NXVfMjwocyu28Mo9St7FPWiw1mswJM7fupfcjWY8GKDY4YSaAoQIt5nSZW3FvVLlsfg1yUifLkGOrgxYC+S7jVHmgWN/TDqZpq+gU7YQ2yMnLk77OuNBJ1u2xZF41h9IqPoABDXnzjJ9Da9rldwEAyZS1yxGSVeuz+0KX1JNz3ZZ8iThBLAt6ZLsEAOI0U8wT0lEAIpYLJAgAgYltJNVBY8j5YiMTAZaJBdJ0OxwWqDEMmXJdTTjAVfn0AYUD7R5ccBMyvyZWAhIVW8fuWXo/UKQmeUIBZCweQYMziVuJ6HpWYsTkOKg1Q1J0wazH7P5gjZMjwZAEYuk+EDm+NhjW1+VhwuP0Q0xppl1OrHItQLM0x5v7m8uZEwuc3Oyc4a2TdXGau2pKTXzqitPug1FDM1vUj3F78wR3+13MJ37+1rIEfJg4OQSjQcWUf0SGpvh0m4N6DBvdEYLIwdFJUy9OBXJcP8atrRPsVIf49uEVDEcmJk6eQD43ZYBDMT3277TkRoGbrdYIl2sDVJwQx/M67g87GEwqCAMJbAoAWILOPBU1ew9jxJyrqd+aebGARrqegv4RFJRhBDGAaeBgOiphn7bguAzlSoCN+gTPb+yjtBXjcN7A7rCJ0bhiQE/61ZlmcIrAjv29gpSHcwCxAAFfn9zArUsn+Ny1d/Gdo8sYDKpa8sE5MBuVcBi42OwO0fcqmA7LSbuRouZSr8nlBIn88czF4VkTW90hDnkT0cxi3VfAJyyieHDcwTOXDtHpjNE7q4OA4PisiZvbJ5g2fEyHZfA0mF0hcQ70+zVs1CbodiY4PWks3wc4QTT3cDSp49LaAPf3u2Kdqb4Ujcmj7gn48wB08uY6tdXPCOAQ8FgwZtxiCIWePzdqbYpZAqQKm6pbLkR1CG4BFBvkALBscCz6LKBkgyD9n6bWtQIZqrz9IuHFeQmHYCZh8up6JNOYUG+zVGCoBYqS30iAHNEmN7E5bHseC5wkbXaQCP4p6Ewx7ao/RZIZGxjEosFCNTVVPq2OZacisFWkJpe+nwdaltGyDNCoetJSnmVSFNWHdN0UlrpdDh02zfKbcG4kPDSV1yqj1UBVPhu8qWeung9R60o+cwX6Y5nHgZb+aEmJGgrF/8fGrkfMP7E+iZLkWWtDAQkCeU1KOOGIehgIVMxWG5SoNWwH300nWxJk63LrU1FYtKT+K8mvUvfQewMTY8odgCrpl8LXRL3bCeAIdVIOYkmxCDiMHZx4fhY4hPXsiCwLNW4S7DircHWP0/uS7GEmBb9loi7D1U4fDwetRBDLokQcjktrA5zMapiNS8VM6zmJUI617hhB7IigmFzSstHDcFFGv1+TalIk2Z8lfSKUo9GewqEcp6d18PgDQtaEwytH2OiM0J9UxDhYzD0oR7W+wMe3dzEMy/jKvZv6lDlvi83wy2lG+gJja0tviMPh+RHWmxNca/RQcwPsz5p47WRLSzr0GOOc5blMosPF/pC4tOxVch5QSN231bwy120aGAGPKcaBg/GwgnvOGvxSiPXGBM+uHaGyGWJ/1sSDfhuTaSmh3pamf5kEIUHneX2wEgsd3Nlbx2mrik9s7uJ+rYN3D9e0FFAw7C4OTlpY64zhuzEG/Sp4RJNzvojpXzXJd1g0c3HUr2OrO8TBaQvx3DH3gXzAY633eOHg7aN1PLd9gNnCx3xcAgsp7p8IacyduYdosSQIp81nJq4TsIji7kkXz20fYDQtGRU2O6XA9Vm/jvVLh6jUFwIkqr2jCOyked0LpD8XZ3bMc3DvL9cx36xIxsKAnKDl4e7PlK2AUSJxSjC87uHBl/2MehunBAcvOzh71jV2AtKJAXcIDr7AMN2i2g5ApaBBMPzSFHGJaDU3VXa2xTH69MzY5FgM0Ph2iMlTQRIsyeS+1EPQ4ZqJ0nutC7gv9xDLAAe23c1iTbYFaBsBxUQNbwGDp5IgR4GZo08Dk20nw7wxn2DvCy6iGjVG0VzUPdvwsPf5kp6cul4Ag9tVnLxQTUhylCpb/6Nt0EbDeoiSYXMI9r/QRtSWuu2KmWZAXCvh+MU24CpbLNkoY1jsNND7WNeUYRyIYoBxjJ7pYn65mbwHAA5F71PriFsVw/yr0/JqCWef3gBcx6JBGHZH63WMn1vXbdt0Tm+vIbjc1mOhvwnB8GMb4LWyqU9+eMXH4OMbCQkNCSPT1rNrSCRJx+xmB8HlVrI+CdxHH1kDq5fFf2bucd9F/4WuCBKXchIRdSoYPdXKlchNrtcxu1QDYUxIAWNu8hGaGT/Cgajq4ejTNdEWT86N6ZaP44+VRV2yPlEnR/8JD+PLrgQwHDTiWhXz5HkHQZ1k5nXsA71nxSGEtpeRayJoEgxvs+zLiQOzbYb5Ok+sH03j9QhRjSfenZwAzAMmt0IwH7pOtXdENWB8nZn1DZNntkEwuSRRk3UYwhyC4XWKRSt5EAMi7vWechFVCNIvgKjuoPekr22flIQaABZrPiaXy6Z9q+z0chVBtwzlWOVx+oBT6nArAYjtbARoNmeIOMV4eE4UHGVPU1+gXZrh8Kx5cdUUq91KfYFWeY7D0xbAiJDEtCeouCH2Ttpa8qH7k5cSQJ+j0pijWgpwepYCOUVMTi5x5xHPUaoF2OiMcDKoYzYqJ0COsg165fJd3B128drDnVyQY2hb0uB5gCAk+rkQIoAeKAf1Y7TaU3z06h6+cP0OtmtDvNXbwP+4cxuvP9hGv1dDtHDBpc1NQjHAZhYSjEOKDgsgJcql+5T4bcawsL/psoyATNxsPvUdUsCaK5wLpheMgIUU83EJDw86+Nq7N/GVhzcwizx8cvshPnvzDq5s9eBXQhCHgVBrHC8yrS8C8AkHiyj6vRr+6P5NdEpTfPLaA/jVQDw7OS4scHByIniVtbWxUOVL1APrJOwCtOakcOrjdFTD1trAtFO0rnMeWzD18c7ZOm5vnMDxxUsznHk4Gtdxeb0P6lq2Cel0DngLpj72J01cXeuDOOcjuTigeNBv40p7YLW7pMB7OHf78L/GCAGNGNa/x+CPQnAn2WVnzrD2KgfNiX5bOWFovwHBbCoVM/kgmneA6gE3p7zEqKs13nHhjcxDU9dpyEHfrGn1LvueOyZwdi3Gw0rumQv3JOuGlDBg/G4Lzjx7ncTA6F4LdAEDgGSb7pjAeVA2Bs/awxpQOiMonRJtVG1U1TjKxxTuhEvPawCJJKMZcFQOCJy5Yjq5Zly9GUP5RLadUOECvClDaWCAhW0I7Y+ZcP2o1OEk001ijnKPgYTM1CdBEA1jVE9jzaATxsRvOQe8gmjDzoIJo+70sRYXUYQznuTkfSfPDlUx8nH2mnlAOdekipUNjLXUixApJTRggTtUAmuK2LdAhJJUEYK4TBD7+VKrRYOCqYjXFrjjVDDUql1VJ+EcccXBvG3Z7qgP55i3HSxajqkPSErUciR0RPY5I0mSkgZbCqIliNwAABqlVSg5mMeNmqW0fVFzOa5Ig34luZT1cwdgFZZ0wgGRJ64wsBJLrB/1DL32HMyHsaVRAMUB6hsTUa9yNkLE77DOQbbncqyT9QVtjvlmnHSKIO9Nr0YI65I5sCTSzCUYPREhLpkCqmxQoxg+gYSjFDFwwGTLwfCGk+ASlG1U/0kHs3UXtgT7cfoAU3p55o054XD8GJdbA+yetZLAIicvAFCP4Ub3DHd6XcSBpTJwQWmO48e40h7gwWlbq76VawGuNgd452gdcZCesAXJen+WagE6tRmOTpviBPy8VMTkLGF+COWoNufoNKY4PGsimHpGwC3H8/bOMZ7tHuLr+9ewf9wCi0gxyAEEk56nep0+7dCGrBbTyIllC8TgliLsbPbx2Zt38PGtXfQXFfzh/Vv4zr2rOD2ta3Cj6NGSkjSgKRwzC2BEJEmjTVf6uv5d0L90HakyvBJn8ypaHJ6jSUASry8uQc9sXMK7e+v4wztP4NXjHaxXxvixG2/j2asHqDXnoB4TUmyl+lfEoBfRsko+KXkKpj6+fe8ajmd1fO7au2i0ZoKZl23ymGLQq2EeutjaGICW4uw6fj/2Ug7MRyUMZ2Vsrg9B3LzJmGpWe9cV4zwaVnA2q+LKRg/EEeUHgyoiRtFuT5I2YoWVpukSdR/3Gqi4IRrNmQCDS/tCMBmWEXGKVmtq2k29Z4vLL68+Qe6H3uvap34RriMABCeQDCL0C17YwhgPbEyeLguGxaiscflfpYTXJwrt3QmABj8JGx6a/hDNFNnqaQkPagSZOtW97g9iMI9gcJMm7iXUWxJgBRIwKCBkMX32dWl/4wRcutflWm1Hl7OcEOiTeK0mI69xbr6h2jaAgVge0Yy6HNfAhi5CsDfvgHY64JfWzYO1p6u1xrUdTloFTKnEAVkPaXl1LruWSiRm8jnKjwRVGdWyvGuqfK8P0u0kT+p1BlJMx6rHWGk68upM58lzV22r+aXaznhps1TsyOEZ2OkZ6FO3wEop99L2GoS1NjmS6qVSMppQK6Umj+21EID0oEZ0PuWxTa9FYph/dZ15SKij6gMM22bOWqN2ar3L4AQcp885sA8VMt4OmVm/NDJtOAsLyLHkR9Wn7lOLhyAxN7Z0rGBdchhJKSDrYJoeAWIB2OvVyh+FM/zud/7ZY69r72NKeF0r5x9uJZJk5Ha2ewCAfeU1bQnQIQTY3Byg5gd4d28dkJKAlZk8ZWjucFzZ6mG88NE/qwMQdjnPXDrEg34bo341U2/zez5YSXpdUwcAVnLLEXbWBtg/bSGaF2jPL9t+Qwp4zOwVeVunw1BvzVD1Q+EZSwI0xRD7lRAvXNoDAHxv9zLChWvG6JzkHvt46l8+wOCly9j9S5KhXWL4nlBPoxx+OcKlzgC3GqcYhGW801vDYCTtP5RRfyGwu9jzu3BSfVg4uPxbBLtf5kApzt4vUo2zx+CCgPrcsXM4/FJy7N4+W8dwXCkeuyVrRHlde/P/egXR+jne8ywa1rpjfHxjF6/1tnBw0gKPLK9shKPSWKBTF+A6nlvOOdJz9aKPyC5LOTprYwBA77SOXJVRCK9r7gTovxjoPgCA4zM8dekQB6MG+r0awAmoH+OJrRPcO+0s955WsOYAgFAhqX1y/QSv7u6cr15LOPxqiCe3jvHG3pZQndMMAcwaz0lsvrrXtQ+9RMc+BLHj5+hraXfSQOJE1VbTUky7Bjl23cTkE3WkvLFZYCdhg0NhbHBS15hryqj72v4n1Z7aezTdyg20UtFJ298oRsxiyrSkhgn6NfOk6zHxdRL1SMY0A3LUKX5sSUUU06Y8bXFIQ3eL+QIMIFISOFtez0w+pdrELebaPFCeD2ou4hktoSdg/VdSlXSeZaCJ58T2WRJoS8UfUh993aafc2HflKaxCNTYR2d5/SuiaUl+9Qxy8+tM8nkrlTbOjeRN4Sc5P7R3uLTETo0HNww8lFqbBu/2OKg5LsbPdt+sVdtkHhXnJiHh5NCHA6o+m171mzC5LtPDZh1W2EBJSZNs1TUtMVZNWZIg3bbaR+x8NN2OzYAYwKriDCW8PMo86jAn0b76/X4FXH2csukCjI5bDrFWmeK4Xz8X5ACAVwmxXRvhwUn74iBHVUWEtzaHMgwGVXHNYbiy3sdwUda2OoX15jBE1I+xszbA0aCetAfgyP+dl9KqQWm6HYZWe4qSG+P4NAVyqHCr+8q1uxgsKvjO/atCVS3j4vacsaJESFHtbEWMupTg+JUQty8d44vX30bNC/C1vev41t1r6J3Vhd1HfI5a2nkpT0Jj92eVekhy/9Rll/Qxt+6Lgpx0PUqaol5XTHg7W0w9vLu3jv9x5zb2xi18YnMXn715B2vdMagfa5CfkErkSZ4eJXECHhOcntbxtb3reKp9jBvbp6AeMxIlTjAblXAyELY0bjnK8GqPlNJlGUG/V4Pvxqg257lFdFZbGUiOaxxQ3Dlew432GfyKAHkscLA7aOHqWl9Iyx4hcQ7MJiX0FxVsdYcJFT+TKUlPOPPQn1ew3hklz1CXgJxMPeekDz3Q0ckO8GmfTFsMsznFTYEYAMJwmBiQQWwmwwo8KK9rhkvls5kWVaUFYmwpji3JSc8RW4UmvbdQBWaYyWcDGhIh4VY6HS8ncfIgmUkbHBkauKZFOx5QDHkOyAGg7+sxsOxxdJKMKrFsQ7gl5VEfbbdhMe1JBleVsUBNkQQnzcDnMf7W/QToWAaUbMlNCjhkwI4EKzaosfMoVSV1TXnWUrY9CcZ1GYDJk8jkSYbs8QPAnaRKGgBtB5QFSal69fizJCBV+WQ9WvIQMwncoOcHiZmYRxLMJMC5np+q32KeG5XDpBQEsOa7viDLpTwNJgB9StKi1gZPrdW0ipt9ECKkwlYZkq1DH4ZwU9ZIpVLu5GHnEXtTOr4Qd60t3p5TBfY3NlAqOCR8nN6vZB9YqZSaP0oKcKk7xP6oKdw3n1etw3FtvYfdUQvR3FvpPCcveZUQO80hdk9bQoWKcNQbc9T9RdYupyjZ7w1HeD07m1TPj/2Tl/LGK8XQEpeh0x2DUobTszpYRI0thyPin7xy+S7e7G/g7f0NxGFKNexRUuolnbbBUQDnx268DYcy/OGDW/jTBzuYDMtCGmBLkuyFnU5519LSFPVdBGwehdlPS2i0+ogFrN4riCiiLQ16mAAb0cLF3lEbv3/nNt7qb+D59X185sZdtDsTrdKWa7/zXmmNKHhEMRkKpxUlJ8JTlw7hlqIE2AkmPo57DWx2h/CqQT7IeY8AiEcUx2cNdGqz4jZ05uwl5Rb61sYpiMvAOTAdlTBalLDWGeernqUvpfcrCQb3TlvYqEw0iFraD0Zw1GtgozqBW4qS7eSt+UdIf26Ajg1SEoyhUoshBgglwI6SzCRU0GR5ohgQc09dswODKvUXTYvlalrXI/eO9Klt4WGZIiENelL7jz6FtgAdtZhFqsCOAjYWE6ekPIpp1KoxDCCRstWxjL4l8CFxklnXAAjWfZtBtQDMeSkDaHQdkvGOcxjwIqY/fT1PKmS3zTjyVMyUtCrTZ/kx0jGeKVPYtg3i8soqgJMYV5YAYcQei7xxK/qvklTLy7jnLhhLDT5jbp5rKp92VmDf1+XlvFOSGQWAcsCYHudI2oWlQIaOF8UN2FGqXHqtcWveynVALdVMDaRUPkADEPU7c4jKzT6g4mWlJUDpYKS2FDhx0EGhJTvJ/UPlMfsQkAQpGWmS/Rg0EEqBHbVHWvGY3od3zOO0LMk9P/E7NeilaoiqF6A3qK2kslZrzFFyIpz1a6tLcpTtiQIMDsel7gCHowaiuTgSVm6q3zleYpfDU99qilKOVnuKMKbGw1K6zHmpiPmx1Ow6nTE4J+id1Y3LWgiQs7k+xKe2HuJbh1dwcCxUjhQDnUl5ACL9O50PMMwu5XBLEa5tn+EL1+/Ac2L8wf0n8MbulvD6lgdwznvp5zHp50j2lpa161jWft6980DURcDEquDDapNzAIwgmrk4PG7hD+88gbf76/jE5i5evHEP9eZM2K+kJTx2Xfo3Vp+DlIu9kwlJxFv7m6CE48Vr9zNOCsK5i6OzJjbaYwNE8h7XKm0X5GGBg8OzJrY7Izh5dkGF9Ym51+vVETIHm2tC+sIZwUmvgU55hnItyJlHVh8K9isAiBYuHgxbuL7WyzomINn+RAsXB+MGtrtDYTdkt5FuF1i9nzL9uQA63KGIam7GEQEAMIciqjlGP9+S5jCfIqqKMpzKwIKS4YlKRBiBwzAh6uQ9Lhkj5LSkJy5b8XQcmBNeV3iG4jkTh7vio/9TM//ikmHcjNGZ+DDP/LYNutXJskq2yo6wN4JWBdJAKTZltE0OM/eZJ4mWqkICdImb3FMG7MpRATeqarRgCqYlAvZ42PFZOE/uYvYzXibVyEuWJCmjDqaunyedUc1od7456mqZzOcACet6WpqUJ/1JSH7S7aT/257VFB322Ks8luROpzxQKVM6bouuK08CpFTZ7Pva1sQCPLb0jihwznV7CsgoFUw977k9j7kFTtQYqv6nf/OEymfC61rqmi19Aaz3KEnes9VQ9TXH+iipjZUfsPORxOFKws4p0aaafxY9to1TSqpnr1edHqutffDJfunnDDdxOC51BtgdtFaKgUNchuudHu71OsbIP21TkVuQG1BChMoa5wRD6d2NOAzXN3o4mDSwmGYd45yXSrUA1VKAXq+e9P52AX54mX2DAjmMCS9Zqg1CxJhc3uzjuc4hvrZ3XbjCvqgr6/TJYpo0xUwTDupyrK+N8IUbd7BeGeNre9fx+oNtEWcoDa7OUydLg4BV8xaBlbxPXj0XSe9Vdc3OewHAo8AOjwnikOLopIk/ePcJ7I1beHnnPp69ciAkCrbDgrxUBECK8ioyuAgw+oPdbRzP63jp6j2UaxbY4cL99KEEO34tyNSRkOqsQkMalHEgmrs4HVexoUDCymXF2N076mKnNhS0E4CFFA/7LVzuDIR0rOiZ5AAWXS8H+oMaPCdGrTG35qVV1i7CgbN+Hc3SXDwz/dJFshwK/p+TPvxAR+qn3/9pH7NNH+KEGlCuU4OWi/s/5QjvVEiuueF1F/tfMKpBnBDN7B9+Bug9LXV/mQIfHMwFej82x2yTaOZEneyGDQL3Syfa5bNOBJhcZvA/cybqiQAnMPcWT80QPDPTe4meMxRovXyERVcycgSaMWM+4H/hBHFZXTMSm/kGweCL8wzDRmOOs+cJTj9qmGXNMBLg4ZcIBje8JOPHOeIKxb2/7CCqGvSk8oyvlnH3Z8pZ9SpCcPLxOg5eaSTV0KRk5vjlNdB2S9j+xEYSwF2KB3+pi7BTMYyZ/I7aVez+5LpRtbJ2ttmtLk5f2jD5Laau/8kNzJ6wXDQraQmlOP7iNli7lgErvFrC8Re3wT0bgYo8wZUO+i9uIS8NPrGF2e31DFPJHYrjL+4gbtczZVijguMv7pi2LClPcLmD3qe3c9savbCJ+a2U62k59sef30LcqWVo59USDn9sA/BcaAmZ7PviSgsnr8gxTDkr6H28i+EzbaGipm1vZB5CcwFo1Crh3v/SAiu7GbAzvF3D7o/XLON6A1AOXqrg7OmS2ez0eiB48JMOpptuZv4GDYrdn2SIfZK0w2Ec0x2Ck89KXWobzAAYPBdjeDs2qp5crE8AIJ/pY7ZpALHiM1iJo/zyKeIyz7zv52sc7NNDA2wsu73RTYbBR2Ij8VVYhQInL8eYbpNEfk7E4cjeF4GwRuUBBtF1z9Zd7H/eBfOpATPymQ1v+Dh9ThrCSwcSao0efbKOyZWKPbSP0weZChkwEd/FozHGo/K5qlWEAN32BIvYxUTlX5XhtCSLbinCdmOEPUtlrdWawqMxjo6b4MtibeQwcW45wkZzLFxc2x7WLjq57Pw2bywNxKPYEXFMpPtoQkWQ0Fs7J7jW6OErD25iMjJBHVdSVbMBTs5Y2gCHOAy15hwv3riHZ7qH+M7RZXzn3lWholbkGnpZ0nqtKz7DZXmLJDzLbFhIQd5l9T5qStO+ipSHE0B6HVMuqqOFi4eHHfz+3ScQMYofu/E2rmz14KTV2ZbVfYEucS6AwZ29ddwZrOOVK3dRqS8Skp14IaQuGy0L7NgpD/gsy5OmkQPTYRmL0EWrPdXx1FbrAEE4d/HO2TpurZ9q25zZpIRx4KOrvLCtMl4axIh5y0KKu2ddXO/0jM1PUf9k/r1hE9vt0fke25bVlZM+9AFDORGM8vVfC0BDJk8+iVZZK/VDXPsNB86CZQx1Gw8i1PblpkhNfZwAG98iIIxphkSdxJIYaH6tAhryJEongDMH5l9ZhzdXwMis7coBxWzQEevWOhmmEeC/UwGn6lQbGkk7IcfJH2+iJAGzfdrszGRbU9m8ZVRdOeQo9SqWipm51/4BLPUrM44k5tj6KoU/ipJenAA4M4ZLv0fhTmPDkMpT9Np+AH/kgip30GqXjzk6b86RsJuy3jzdPx2DjycgdiwdzkHCGDt/NIM7TBngxQzucI6tbxIRY8aSqABAeW+E0ombuKaAUPPtMUgYmzaUihpj6L42AR3NM2XILEDn9al2gW0kARzeyRTNSZh9k3KO+r1JwuOcGV+G9ptT0Okie28eovX2zKjnWfW5gxnqkcVsq/2EcVQO5qCLKKlyJ/M17wWg01C3re6TIELjQSRiDNljBcCdhKgd0Fy7p/JpJOd8avdhHOBMer+jJpCorG/jey5oEAkQq056HaByFMIJbBApyhECNO/GcEKuA4bK8JggjKP1JoE/YnoMhIQLcOcc9bc9uAvZL0pAI7HOSj0Odt/TUigOiEMDBpT3HT2u6aClk90G/AmFjsKrpkhMMHyzA39OoOxmlLTImQPz/RqqVhuqnDcShzJKLc2OK+QfO3BmJi8nBETeLJ05BqgSa8uJObyRiW2lwQ7joJHwrKi8Tao+CVfs1nx+LNX54SSpPna5JaU5kX4BFeZ3/BiXGwP84HAzoba1MqMs7YG2u0McjeuIpEtqtxThRvsMrx1sm2CInEiXxRAug3Vbqi755TJsdoc4HtaTHqhg5UsxbUuTev+p4g7DWneMmBGMBpVEjBzqMdzePka3NMU3H15FMPP0WCjBdSHYWSJlSAynlIS5Xozrm2e41TjB671t7J+2EvY/S+sv7GuBtCXvekjyXTdfRJ3MPkUFLAaWmHY/SLBj9+0i4E6WU0FECRPM+1u7m9itt/CRzQNca/Tw/aMdTMZl8JiAvFelXLtdDgAUe0dtRIziM5fv4Rv71wTAZSJvLCU7W90hjlFHMPGzcz01t8+nQX4TaOcEW5sDlOsB5qNS4Vpyei7iGgN8pvsyGlYwqU2x0R3i8KgFMILjXgNPbJ1gWCkjKJLi2utXS19MJ6bjEhYtF932BKcnjaWxvDgHBsMqthsjlKoh5uNHsOMrSB96oKPAhjOPEqeW6gXPCQFdGJ1AvdaIjHsTJWPoKHUTZyEZi5SaCeGAM+PmmipHCcABb4zkqaylXeDMjBTIVjmhCxgGUjFH8p47RUZlTQEXf6jq5voeOODEgvFLgByZx5uyBPOlbSkIUD6LU26hZR3gqBwFGZBDYgZnzuHaTD8h2kGBO1gUvnGc/hQsipLrXub1ToRbxYxaWxjBPR6J30p1ilIhZZguQNIgQrbpnI0zal6KOXSPhrlvQxIzeIcDc8/KQ8dTYKwyJvvmnAzNdQDcUr/y9vvJuhSoCkL4u70MDQBARzPQ0SzZJ9mmdzDQ/9OODEr3zzL95ZQAYYTq26emHqtO52yCytkkQZtKlbt9bdOTpp8zbpwRWBsdWYSovRuZvOolzTn8/gL+IBDvk8QhMEFtd67XMonly50CiID224FW7zK0A+6UofMWS4yBaI/AH3J4E9F/5gh7HibXbeWYa0mJUlEjEtvU7luSQ91ngAZA+ZgKyYq8pu65UwJv4mjgJKQsAJiIYaVUS4norLY1atyVF2Q9XNJAGNB+g4HGJi8nAvz5Y4a1V5muRxenBPXdIAmaYKRPa386AxiHbbf4OP3Zp1pDHOZMxyVzMY/RlQBlszvEyawmGHogn0nIY6asOquNBRzKhMoaJyAOw9X1Ph6O2qJeaaMAQCySZSevRAQVnS58wbRk7mN1kJPH8zsM7c4EMSNCHc3aW6gf46mdIzT9Ob718GpuENCVJDqp/tiJE4A4HM3GDB/f2sUgKOMP7j+BxczL2lJdVD0r3e55AMDjJm9eughwWHZ9lXrywNWjMKyS78jYY+Wp5Vnf8tgLPBZxWr45u4at7hCvXLqLu6M1vHu0hih0ikmyry8DH1YFnAOIKA4PW2Cc4DOX7uFruJ4AO9HcxVGvgc3OCEesgXDmJef8RYYovXYA6Zygie21AQ4CF/E8X/Ia15iWhOmyMcHuSRvPXTpAvyqchbDAwd6wiUvdAe4t1sAjez4j8V7LTZyAx8DDszae3TpAf1hNuo/Oyc9Civ1hE9vtIe5N11IHNun8Be3mpA+/6lr6Ra30/GOuPRkBgpGB0n23nQQk4nQogGJABwjAHKIfttGdt5q09e4dJJ0T8OR3OkaHBj5WHn3aSoh1gg8j8eGAilujTmfT9gW2EwFbGkQYdKR5E9vDMtDWQErahjBo4/OEC2kFelKukLVnNdsmQ9tlWJ/0M1NJqVKlQU6eIwHbbXU6HwyYUb8z3tRSUqZEG3n37Gv2vFtynSxjJNNt5N3Ly5MDvuzfaYcJAJLAwAY5ee0WtWE7WOBcSqBS469ASR5dEcu4Fwdg7MH085HrzOp7wltd5jnK+WgdCKh5DFi/098W4DdrytzXXgwtiYg52JB1Wypv4gL0YYn6r/Onyqo4XvaeYntty/XMqA9kzB5lOy2w+Y6EBFvua+/X4ezj9N4SdRkuNYdJaQ6QC3IAwCtH2KhMcNQrODVN67zbSZ5OU49hpzXEfq+Z8LJWcUOc9nLcWvsMcM0aS6dyPUDJizDoV/OZG2tNZD7nJEK5CNpIuLS5kYdCJAlyvv3gigY5K6cloMRW44l9gicvHeHF7Qf409NtfP/BFWGHk1ZTuyg4WEZPXrm0Dc95NjgXSXlkXWSPSOvbX7SfGeZ2hf7wpFtqFjjYP2rj9+/dRs1b4HM37wgbNMseOyPJWqWPebZTMcHJaQPfPb6Mz1y6h1pznnVQ0K9jszOCY7ueTtSb88n0MfVb/o/nDk5HNeGqOe0EQCWP5QZtjRYu7g/auLl+qgORTkZlxIyi3pwtAdH5l1W9i6mHs3kt6z66IP9wVEHFDVGq5tjqpH+vmD78QMdimDiBiJtjqa4lAQmSICdhGEwMGLEYkjyJjvrNXKOKAlgMDDH5EoxP+mGqT2pSa9e0GoiYe8Z+xjgYMPYIMC6luXFHrVVkuFWnlOTYKlmKgbSNu5UUJxGoUObV+5tinKVNT+LZMPNtVGgusJOmmf2UFELTmOMS2jbczwU0y9rLS5q5JFkgkHbprFSN0uNh050GS3ntXDDZICfveob+PNrU7zSITFRojb3tmEHF0QGyjghg5p3Or8iQnsC0a3EFujlAIp4Ax/acNkEzIeZmbM8za50w67f14rDvmTLmvnq/OaGY79SyaeM5694ulwExebtxGvwkAJEJhCoOREiSD0hNj4Ttj4x7Zdzqyz1RH/aQTPnH6c8oSdscAJhN/My9THYqPKQdTBrG/XTeqXdIsodIsk5CgLXOGKNFSUuEXD/Gzc4Z3j3tJm1r0knOd1GX+MQesNEc47jXkAb45/Q5zbgtu084aq0ZSl6EXq8OKJscItTVbJATLYwkZ6XXihq3lCTCtu1Qa3HRJai6Af7w/i2cqHg9aVW1VW1mLqBemPisAmbeC9hRRXnBtTQoyAN29rUCoJ6b0odiGdqscUjXl5a2MMFwf//BFfygt4mXdu5j0THPOmGHovbp8Jw9MG9cKUSsnbM6vndyKR/szDycDGvY6g5l7J8lbWT6jGJwJNN8VEIYU9TbU4DI4NRAPjiy2Q9GMBhUwThBtz0R9DKCg14DO40RHN9+ya5OMmfC3fRObSjcR59zmmZLdRK2Ou8B7Hz4gQ4ArbImvXUJhsCg+YTkAYohUIvAYhAkSDJ2ORIMqYVBpMcyGzQgCWLMaS1MPdT8VjRxAhEwlBTMC92GYb4Sp9Eqj+qGdY/qwJ8KJKDwRaQZxjgJaDLugVV+brmXtutU9g+KUdZe15BiUlMAgVu2PTYzbr+50tKN9PUcKU7aW1kuqMjYm+RwCedIT3LpTae0q2kbUOTVUxTDpigVSajyUhqk5QExlS8txVLPKN0fuyw3qnpL77PUtdjy9AeI+ZqaDwkVTQuYJECUvTbtd6R+Z3KzrmyJDkw+A+jNhzkkISXSbatiqfWfuWeDHth7AtESYx1fxz7gd8QBjH7n2oczqYOaxLjLgwitnpZ4iVhBRB+nDzblLAUlzdkbNoU0p4iZVTZa1RAtf46Tfn25BMHlhW98txyiU57hpC+jrEtbnf6iItwhF20bBdfDFsfpuCrscs7Jey4Ispk7wlGuB6iXF0LKJINsKonUE9vHaPszfOdhEuSslPJUzeyFKp0bsE4IOA5KZxzff3hZeKFLOzg455ldOBVJbXL7kfq8HyndlOIt7GdTtFfm3dN5rHHOs/9ZlvIkb+lnyK3nIlWjjk6a+KMHN4VNKaVgFa4dFeh6KIy0chn9RaRJyc6fnO7gM5fuCQcFFmmLiY/+pIKN7ki6wS6qCBd/jly4jW6WF4gq1vti2WGFTCyiuHvSxdVmD24pAudANPdwNqsKiUyequoKr4lo4eJwKt1H5wURTdBvpDoJD2zpti7wevrwAx0JcoY3K4jKSqceepDisoPBLR/MoylVNmDRohhdEht1mlGZblEsWtQ6XYUuN7lMEFVJxraHecB8kydcRasUVziCrsX8wzBNYZMjbPLEhqKY9Pk6R1yCltxot9AEmG0ZBwkqXg4ARGWC6aZoJBFHh3GENYqwTqGDjgKaaZx3XcQ+TTCihIsxXqyVBH0pVTXmOwjaQsc8HQyUlT2wqp+rysarJcCxdEyVly9KEHeqgJujf+o6YK1q9jrn4GUfKOXoiXMOXikJj2Zcxp5R9ANgtUquW3IQAl4tZ+oCAO464HZbthTJc8Fdx4ACu76SD1sSkqi6UsoFONxzwX3LUNAeQ7utdJ9LnsmvSFD02PXZuzOlZtzTINJ1kvdsA3jrt66WC6Yrblj2B1a93KOIK574H3PYgUVZyQH3qclvpajqaFsVBYzUPA6lq3jtSRDimzliTaj/KmAo4WLNKrfyCUkmpGt3ZfsiizNH/I7LPFe9jDtirWcOPSmMi3mlxkygvWHFpaTbaV2GChUaW3XWPjxhnvQUmQIyzKNJN+0QYAgU4K45FHos1fmAU+K5CAagIj0zJWxzioor99OjFliwxBtaui3VnqxjuzPC/qih6yhXA6xXxsLzmlJZy2Xcs/UyV9ibing553YhSxtJfSx6vUqIbmOC415Du9smRPTh6uYZNirjQpucCyWL6SYEAOXwShFeuLKLdlfYKToBT0hxloJMWwKDnHxBAStWVG7JAYwol/p+v1O63lxJYSrfMtCj5leU2jAL288BNucAJf1qjCnmEx/+iIO7DjrXetjaGIC4zDDhhGfnpE37eSp4XNgIHZ828FpvC5+5fA8l5Xpa5pkOy5gGHjpFwTkT/bXrz2sz9TekOOrXEdYlv0kgVNbOS5wgmHk4nDZweW0gYutwoDeooVWaw0sDj1WSXB9HZ010y1N45ejcIiykOBg1VvfAdk768AMdiBd37yNAWDcvAiWlCWsUZy8w8XJPLd7ZBsXg2diS0nDN1IxuxZheMgyLltA4AHt2jKAFDXCUSlxcBhofOUWs4ttYG0HYYWjc7kOJTe3T4fjKHNElY0hve0lznxohrFmxQSRTyTwC9tERmEeMNIeLYKHzNYLBC2HSAJ8LBrB/m2Jwkxq1ntioCB29SDHd8vSmpsYkLjvY+5yDuGx5NZNM7XSnhP3Pl7IzjQG95+o4eaGWYd4B4PTjbdCGdLVsefnijoP9z9YRtSqZcnGrgoNXmrkgaHa1idNPds0YWYx6//kO5ldbSEcW4w7F8SsdA56se6xextFnuxog2Sm40kH/4+tJAmSe4UfXsbjWydAHSnH82Q2wZjWRH5DupV9ZN+6lLTqDK230XtzIAg9CMPjYOma3upmmuOvg8AvriNYbpi0ubdZqZez/+LpwLy3vqZhC82ttHH1+PUMfAJy82MXwuU6SBiVVocSAVqtc1Kng3l+qgvvSvbQF8oa3a3j4ExZotcZ+77MVnD5bNte5CgRKcP8vUky3FYgze3LQcrD3lyIwX7orVwFEGTDZoTj+gvRAp21qRJ7ex2IMnrZs0yQIAgWqXzjGfMPc03rSJeDWF+4hrqhFCQ1S5pcirL90KGJjpYDL9JkFFh+bJvYFoQILLL4wwvQSNGjRfEEZ6P/MBIuWHbhYHLJMthzs/sVYBC8G9MELp8DJCx4OXvZz1eUe/EQJvSfLj6U6P4REHC7sZEYNYSdzjlSgXA3Q8BYimOhF+QGpLlCpCQcEk1FZ0sBwrdvD3X7XqMLllkeGwXJKMYIWhzeBlnJcOOX1g3A4PsNGW6jDxQtHb4PEYdheH+BG4wzf2n2PIMcaW0IgmCzKUWvM8fnrdxAwF4MHLeFtE8hvJ4/5Pk/FzGfZMqquInBUBBxWATk5z+6RkqqDkcSBT66qW/p/wXMW90hyHM5jru1xygM8OdIdcICEEc4OWni+e4AnLx3B8QTYSUh3cmlf0paVWERxcNzCO8N1fPrKPXjlyNTNCcZ98Y6rK7fQeWO1yjLKyRPOPHgjgthXdBaUSw8VIzg8a6Llz7UkioUU+6MGdjrDYtufZYkTxIGDw2ld1HEeeOEEw1EVVS8QwOhRJaEyEc4faTv4kU/D4RCtVgtffOXvw/Uq5vSSQKtqcAIZd8IsUh34EoIxYC70y16f0HJlfyN+2zExAOmcANBOB5QzAeaa34BqH4apIZJhIhCxOtTaVNflk6IR0P1BBOYSDG84ADO2ASTm4resh0amLJXqY/q/dlTAE7YLAHTE+YQOJ5Vqb6HYlJXKn4gfREGDOKEqpJheTgloEBtmXO3pcpy0a2c7xQzsnbsils6aBQw4F0x4GCWZbcVgu464l06UAkS6nlb5VVEp9SBRrBlnQRgBL/sg8yDZhirneyCLHL/4lII7VLRlq3pxLqQ2jIm2YgbWH4g+OhS85Iv60kuSUvBKCWS2yNzjrgM4Ti4dvFIColi0pZKkn9XLILMgExiVOxS8XgEZzxKqfZwSwPfAfRdkPMuprwISxyCzIAkYT84Q9wZwbl0z4EmvJwpW90HHAZQHRAWIue+ClVzQeSjmi2LIKUVUE66g6SIS0jYNCgjClgdnzozaqFI1dSmCBoU3VV7IJA0uEPsUYYXAnXOzL0h7lbAGsY4CWIcZYv8ImuJ6+x2hZ92/7eg9ImhxeGOSZEYIwHwhgfWGRKtt6gONMgDC4Q+IAWnyftAWHhvdqbWGZblFl6ByJNYrtaRV3AHmbYr6QSzUNNQjizmChqC1chwaVVs5D6abPvxxDG8YIQpn+P2v/j8wGAzQbDYzc+xxunhS76Yr/9v/ClqxpMJSLevm+ine2N1KBgjN0WEmDscTl49xNq2gd9pIqk2dl2Rd1GW4sXOKvV4LC2kP1OpMsNMcGhqKGGxdl/yiHOsbQ4y/tgFnDoyfydkbz6Ur1Y56lXoxNteH6I+r2oObkrSsr43wsfU9fOXhDczGpUcHOTYZkhklDsdaZ4xPbDzEq2c7ODxtAfslPP0vd3H2ucs4+MnQoledWhLh6tnh2bHLk0Sscs9OyhOVYjiXgYpHTQHF5d8k2P1JngRhqyb17BRteXTxgut5ieSMpboOLB9nu6x1fec3XHS+uos3/u5luFcneOHSHijh+O7uZe2KfKmU7jwarHvUY7i9c4xOeYpv37+KaOEa1sDh2FwfYjCpiLm96gHBCuNXf8NH0OTgT0yFlzdVLkNnkmZCgEZ7isutgd4HiMNxfecUR8O6lNZecLIRDrcU4yOX9/H6wZZwWb2sDsKxvjFCyY2wd9DJOFlhszke/u3/daV304dfoiOZJ2LbiKQPV9SESTxsWACDa+YHQMbmhlOhsiK+JQNlSXh0WQvQ2CAnod4iNwf7xNdWtVFMifjNtVqabTeg6E9HhzfOCbiIQ2KfUMtxILEAOUn7PgFmnNAwkMq7lWKOaGDFXZHqRiQW3xrkpB9NxHJjyoBzkDAyKk+qXqX2lgdy1HdouStW7TBRHwlCU08C1OWDAXBuwIXdhvxoUJKmJY4NoLKvEwIShKKtHHUyMreAjH2SzhjIZJY/hmEkyuUkMlsYsJWin45muXSQmIEOp9rdtLZXIwQIwlyQAwB0NAWZhwbkaFCbnC+aBgCEMTjDOQhjWmVUSwvDGM4k0E4qtBMDzuGOA9BFpOklEdNz3++HoAEza0Q5GIgYSr0o6UkN4rcTMJSGLOHcQ60Nbwq40uGM9tImafFGIrCvVmmz7OD8PtGHFYnxjQi8kXXR2hfcGeBOxOFK0jU94A8k2LL2HRCx9itHUqJFSWKfoSFH7TA2+a3v0iBGuRfrgx7bA1v1MIA3jHLn2+P0ASUiY9i0hzgYNVKBNbPMACFCmlNxQwyGljRnFbsQSyWr3phjEbnCzgTCY9n1dg/3zjqGhkz51EemsnSg4E5W6/Kyusw9EYiz3Z5gsvA1GFMgp96c4WPre/jmwVXMJhcAOQUMlu10gHoMVzd7+Nj6Hr6xfx0Hx6184KcLq02I5YOcvHZt25Q8qU9eX6SUKdt+PllLaS362PUty1NYv/Wd5rUehd4iW55CO6UUsElfty8zoa717ftX0ZtX8cq1u6g2Flm7nWW0ncP084jinYMNBLGD5y4dgHrMsBkxwUmvgW5jIqUXy5vTqWhckbzuTgjW2mPtSe3c8nINjUdlME7Qak7FKz0mOOg3sd0agbrs/HHJoUtJdbZWUUnjBP1hFe3ybCUnBsvShx/oyMRdgoTXIQDcpYkAferDXGEAzBzomByqnPKkxhwJbhRT4hAt5WGeuM48aN175sKUkddAYJga222sawEhIFcKpBgT43EJSQBnMUn2hLbLaekWoAGLra6i6dH/iZHGJK7JFyeHeVOky8Eqp5gubQi9ZGXbjH/ex6Il77eOD5MuR/PtbhK/0+2cl8++p6Q/y+rQrn1JcV32f/sNns6Tpifdln0tjxPIaYukgeZ5Y5DOa/dR9XNZ/5SXHXnNnjfC/XuqLUqEBEpJdRS4sh+tqkJ7bZOXOdf39OGHZVOXZ/sryhlazCEHSaxpG6Ao5wEJVTVXfhxr/dv7gPpW9y2JMfMIYl/sT4n7NOfjqL1M7FuxL/cya6/S+54GPPLjEnCXGludx+n9T5ZaDiHCRXTNCzAcV5LLLcVYKib/cmeA/VEzKfmx6021ka6H+jG2GyMcKQcEhGOjM8IoLAnQcIFE/RjrjQnOBjWtlZBgclPvpXxgkwVkhAC15hwO5RgPK4n+l6sBXt65jz853ZFxf7J0Fb5acpgmzdRSDteP8fzlfdxsnuKPHtzEcFhZGuywsI1CEJEDFnKv5dCcHru8sVzW/iPYWOjvPLW81Cdh55KhaUk754Innt9+Hj023Xl5qfGep/KykOLt/Q28M1jHX7j6trCdcZiZF3nPME1fwThzDrCI4NW9HdS9BW5unwibIEliHFCcDITbaerFqz9j+37BdXcOBJFjXETn1ZtTnscUD3ptXGv1Qf0YhACLmYcwdlBvzJPjkjcGNl3yP+fAab+O9crYgJe8eSn/xyFFb15BtzXJPocLpD83QEdLNeyxZJY0Q12z8gjpia2fj8RmSji0aonR+4dWHTMnwNbzYVa52FIt0/WY3zSEcTIgyzqBKaPb1B9u6pIxPmicpY3GMr5OzEFDnjzJ5nJcImHPI8owY6/DjPcrIu039LyzjeXVSTzPOhpQ0rXceDqWFCD5/NQ9ljXKt6UzsTqZN44F0q6UE2XSEpl0e3n30xKc9McGJpyL2D/pPDETHyDjwKEwX1Eem8a82EHL+lFUj7yvxjMRpyY9Bqo99W0/JzsxayxSdWgHF8yUJ3EsnFfY9yIm7zE5r5n1zCE+UppIIovuyJq/1n9q5dHrQklmpESUWs48SCQkJUK1U6xFvU4Cs8aMYxC5XtW1KHnP3iMS3txsOzjIe8QuZ+jUY2j9V3tV0n22HGerzsQeF9vP3nomj9MHk1KnwOutMU6mNcQLx6gn5ZwUcw745RA1N0BvWM1uX2nPU/Zv+Z8QoNWYYrAoazsctxRhpzbEg5M2wCzJyAqqO+3WxHhZs9+T6W8U/C9oxy2HaFbm2sOaas/1Yryws4e3h+s4PmtohwnLtuqVEgFcXzgdcGmMr9y7ifnU1/ZSPM1jnXear9U3SHHe8+7b+c6l32IE8559up2863lSj/Pqsj7LQPrSdF7/imyV0nSpdtPX8vLJrJwR8Ykodo/a+Prhdby49QBrXQvsnEfHsrGEaCNauPjW7lVcq/Ww1hknJHPhzMNgVka3M1nNAD/FjxYmBvT7NTTLCzglS3OFpz7p6jkwm5QwCktYb4/FQDGCw34D241RVkKUKJwzNjJFgYPDaQOb7XHCOYNWM7T+c0ZwMqhjvToBVc4UVpCgpdOHHugoV9ImIKK8YcWgAACSYPDMPmFcS5u8iukoXG+pUc3kU/WnvTJJZE1Ythy37pHIYmAUQyNtcxKgihs7HGq5k04AMGWfYwX91AwPFyBHqxMpAKEACuNmP1VMkWIybUCiEkMC5GTAja3eFNsLMsuAq+80I57/QFQbrLCezPeyN6SdjxX8Vt9pqQaQD+Tyrlue5lZKywBbHu1AEpTl5c9J9ljbwDJh31REhxqnxH+Wmld5bbLkfastAbLlPZJqTwWotWlWXU+BDOOC3TjgoGo+p8CLBgZq/am2FdgoWPOZwxJm2rVVW3UxfSIGs19R6579W+5XyYEjsE/sODGxiIz+PIFyN/04/XAS9WN0yjOcDWpLmQQAUsVthL1x03haW/byt5kIOfmpH2O9OsWpJc3Z7oxwOG0k7AeWJpnHq4Tw3RjTQQWIraCzBetgJeaMcFCXoVGbaw9rWpDrcjy1c4Rp5OPBUVcAoFVU1s5TV6McfjnEi1cfYB57+J4KNpoK/kkXSO7VeUx10fMoEhVfNBWBiTwgk5eKJEscBmSTVN502ULaCpj99yRVWtJGmqYicGPTkFe3nEMsojg9aeCPHt7Cx9b3sK08sj3q/mjRw2U8nz8+uIqPre+h1phrZp8zgsmgAsaBWisnQGfekBHkrymevM5CB2fjKrqtSfHY25cVvTHBg5M2LtUHcH3Bk4VzF+PQ1yptmb6eMw6cERz369isjuB41oleGpzLMuHcxST00ajPHvkZfOiBjjCUJ9h/pYRFx5OMgpr0BEHTwd7nXcQlmlEHm+w4OH1BqrBZDAcI0H9GuJEGVeon5vfgoyGClgIA0GoucQlYPD8D86365GRcdBhmNwNzDdBAZrbNsFhnIJGoRzBZAHeA/nMRopph2lR55gG954BYeV2DmUuzDsXZM1lvOiTmGF71MLriG+Bn1Xv2XAVBx7hN1nurS3H60QaY7XVNjm/ULmP4ZEM/C32fMQRbdSx2GrnPLbyyBlouJeuTdc5vrRnDdtVlKhwHLK53kRcIlLVqCHc6WUYfQLTVBq9VzHXrXrjTMS6aLUaduw6inQ6Qdj3NOHi1jLjbzNLOOFinAd5IucCWeeLNVtKltqrPcxFvtJC3ynm1DNauJ0GirJO1alkX2PKtHq81jMc4y66Guw7itUYyv6SPl33ErVpiDLW6Z6MKXslx310E6mIG7jiYX2maNqyxjxtlzHfqyevyXrBRQdSQuvrW+xoApjtlMN9Jvs+YUN0aX/b1OGlJRgxEFYJZ10lJPwTAWTQJgoYCB1ZbHJivETDPAj/qgEI6I0gMu9zD45JwF5/gA+RBStjg2lObUldVByJBE2DSnbU6gFHqcbMNYlxSw9QblwjmnWRMMEEfQVB3EDQdY7ujVNQ4EDYcxMoV/4f+DfGjkVqNKYaLMqJAuvikSL70rd9uKUK7NHs0T2sQy63TnKI3ryCWam9+JcR6ZYyjs2bSnXSG8YBhiAhAHOEJ7XRQ0/fT76IsATAMWuK6uUAoR7czwWRWQrRwjbarw7C9NkDTm+MHe1v5QTrzkn1anBoLMd4cpUqIl67ew9miih/sbYmxyanbViU3J6L5zyqRz2bk3uupgl18FcBUBGzS9EnAV3yf519bBbgUAZ9Vks0vFeZZAYDl5U2PZUTBI4LJoIyvPLyBZ9pHuLrZM2DnoiAt3T4nGA8rePVsG5/Yfgi3ZDyxcUaE9KUyN/Y6Nu95bhsFeTkwH5fgUIZSLSiuK6dr0cLF0bSBzc5I03jcr2OjZklZ7Pl1HriWdfYWVWE7dE6/OCM4Gtax1RiBOCvaBqXSh/41xolg9N05Eg9RrzUGuFOi76mTUaW6QhfmhErbnEhvSYn8lvGw/SASwf0o4JdCnV8nAnCPw7H8ixMl0OAALzGwklGh0ye7HIDPDFMUK1Ua8T+qMWh7A82cAtwFAhWXRzF8cs+JagRRVfWfm9N6Bsy7BHGJCkZRS304uEMx3SZQkevVdQAIqy6mW7aRkQFB866H+Zr0BJI6iZ7ulEB8z5z+64EhmGx74J6TkOAQxsF9F5MdP8k4yxS2y5hv5uudz7cqiNoVZN5olGJ8rWLi76j2KAE8F+OrFajTcLsPUaeK+aVqEnzI79mlGsKuBXR04FSK0a26iPdjl6MEvFzC4Mm6sSuyxiRcq2Fys5Er9RnfaiLYbiQBkgQ2veea4LWyuabATLWE0482kuBO5llsN9B7vqnrs6Ukg2cbmF5vJp6vzpe2kZIpbpRw8rwvbEGsRDjHbKuEs2f9LO0Azp72MbpS0oBZ36YER5+iCNopN+cUiOoOjl7mYB7VEiBV93TTwdkL3Eg7LGnp4CmO8Q1oBs/eY91P97Docj0WKvZUXAY2PnEI5sNIa+TaDdZirD1/bF5g1okcuTVBdFs6e+DQQIY7QPmTZ5ivW6q3cr8J6wTVLx4jrFuOCORnukkw+OJcH9TY7qzPnqM4fUGCJSKflzzk2fsCxeCGCzuu2OP0ASUpudioTXA8rBuQkZMPEABgoz3GyaymQcpFmWbHj9GtTI30iHLsdIZ4OGojXhaLh2d/VxsLzENXeHTiABwuYkmdl+T8zgU7hAtjcADBzDPbMuGoN+Z4un2E7+5fFqBQ3Spk3IoBiNH5F44dPnP1LvanLby9vykkZTylvqdOuV2sLmVXfVpFyrJKPRcCBznARP0kYi4RR8w/x2dwS7GQztUD0FoI5hKQagSvEsItxXBKMajHQF2mY84ktvRHAT3nlcvMj5xry6Q76b6vAgo5NH82G5fw1Yc38ETzBNe2zpJg5xEBD+cAjwmOTps4mjXw3M6hcU5AOFhEBZDoLFEPW6Xp9BkFE04P1poTCRiKCFTfYqw4IzjqNbBZHWn32NHCxTAoodlISXXOk+hYtBz0m9iujQxYWpLmU8GDlauP4MkRwIfevfQXvvAP4XplpF1KEy49pCmjeQJp3Gsehh2RXBnlJ9TYZFbmSicF+nRUftPU7xwjae4CiVOwlC1QwqZH8cQR0H4rBHcIRlcdXZ6GSJ5IM1NeARMq1W1sPX/tQc3S4dcqZikpAUmBHP0m0GWTQMcMpnU/cy9bhoQRonsP4bSawHrHMK38HBU1XUEW7GTyph0H5JVP02m/4PL+A/nX8q5zDtbrg3ba4ppDs3WoNghJ2upQsvye6gMhBgykHQgU9ZfSZJmEUwBqPNRp4E9EGTXedl2nfcSDIdxrl3PjABUyDJTCdpRh3MMTcCqC1mp31FZ9zFOL0IyFYuQFyBE3xNq3HI3Y3hK1cwKxrpkLc8AgHZGAiCCjNOZo3I8ACvSf8IzTAFXGXvfE7B3qnu3ljTtIrnPrsEN5USTKqSATaqk0ElJbJzB2ePY6Zi6BNxPPRau5MmiGwQmYteeIPMwlou6AIYrm+IM/+MeP3Uu/j0m7l/5X/3fQShnV5hxX2gO8tbuZ9LZmJ8lUOSVhJP/a/pblLnYFxlkBJQKsbwzBOcHpiZDclmoBnt48wqu7O8I+aMU6qR9jZ32A/ZMW2MKAjub3fTB/RffSdjOSRrcUY7M7xMFJy6isEQ6vHOGz19/Fqyc7OD2rJ+2IilK6HympEQhQqoT4zNW7uD/u4O7BWrEqnKzLPfHw1P/roXAv/eXzgx++55RWy7pAfqWSRyiH48YolSKUvQglV3xcwuBQseEwTsBl/cOghOh/3wT5qyfolMXhi8qn8i5iF7PQwyJ0MQ88hKEDHhNt73Ihmh+lnwosF9VT9Ozl9e3fctH9o128+bevIFqXbsJz5iOhHKWqmCPvDtfw4Eh4JFSqjBdKqWfj+DE+ff0e7o862DtqGzs0APX2DJ4To3cq1UuXzfWCe/U3fNAAGL4g1yLl6KyNEcYOxr1qMZBMDx3l2NnuwaMM9/e7ACdwSxFubp7inYMNxMESb4QFY0AcjicvH+FoXMegVyseT5m/szZGs7zA/f0ueEwv5F56STSwD0kihnGxk1b9ICZyuHalq0+lYVRLUuofph4DgDIeLKjJo8nhOc+SJ79tKTungsFRdWoJIRObNFWMT2zuKzUb+9BBSIMUeMkBORYNihk0gTUtWm1QogBPwnuJldnivRMgSDHoaWmNzWjnpTTIsaUH56U8YJO+z7gAG2mAVAQ+0r/T+dPJHru0pIJSA1ZsKZEulypLrKMtG+TYNKX7Yf+OWRIQJfqb4/xAgQ7bDbe8r5xTGDs485wK9+Yc1UgAhibOix3JSPoIIF6o1MwDErHEs+GgIJSAg4OGTKqRCikvh2pDeueTXsiIusMF4HcYSRxaKFDiLDi0e2j1iORBmRMI9VGSWj4JpwOQwEePSepdbwMhNezWYwcA5gCOipFDsnmcgOv9xN5XaGgRlqrTmTPZviWhfZze/8SJkNA0JsKldLx8H1MOBEZhaXkgz0xB8wyVLdA7hzLwL+W41Blgd9TSUox8Wu36RJ3NxgzDecnYCV005fE0Dsd6Z4STQT1jl/Ps9iH2Ji2c9WuPBnLsduQtvxzi01fu4f64g3uHaxpoJuouUnlalnLtDZDPmBfdy1OLW9YeDLBxXIZyJUC9vEDdD+DRGCFzMAs9BLGD4byEMKwhjigYU0w7NNDhcweXRgx7u22clKXquZbgCNDkOAy+G6Psh2hXZyg5ghmZhj7GCx/TuY8wcDX4ERUv6UveOOflt/etZfWk68h7Hnl1q2xyw1R2NV9/eB2vXLmLiFHsH7eAmIIjh870WsmjDeL9EwcOvrt/GZ+7+i6G8xLGg4qW6k6GZWxuDFGqBViMS5l9OkNvur28/jGCwbCKyxt9TMclsNBJ5iuY3pwDR2dNfPTKLvbLTYQzD1HgYBiU0KjPBFBBHnObV5kc15hgd9DCtU5PeDUsOuSR+YfjCi41h3A8huiCHhA//EAnBSLgCCZRqZkJ42Zi9G6l3QFRxrn2/KXQp7lpt83pNo0uffZ2Yg9UzA1T9KTy2qovipGypDx2/9JqMiQ2p7j6Q6z7kinUJ72cJxibtFqztlOwJS+cA3HymnZeoE7d5bgmGPwiMADkOg0olOKoutV3GsAoJj5tdG//to3+0wBnmQQnfV2BN7v+HLWxDC1pGpcl7Y8yR7qj6kzbDeXRT3PoOo+GNLBM0Z/2YMjTbeSNh1XeKOInaUi4NadJGgjnCbBDQMCZUKck2nmI1T8JasTaJVK6Itc6J+ZQQcXBYACnshyHAPeOpIcCXDsTEB7bmCudnMhgwoCQzKi9RKucQl6zJDhizKClMpkDD5VP1SVV7TixtiK5vo3TAVmHHlvRd+5YYCe1pvUeYa/fx+n9T0S4Ma56AR5OOudmpx7DTmOEd0+7qzGO6eaIsc1RLqlLlRANbyGY/PN4eKsppxSjVgqwd9QuZI4K6yhg+AkBGs2ZkA4oaRWg7XKqboA/3d0pZoiWtmu9syRQ88oRXrzyAPvTFu4droGFtBjgqDpWBR25J9NYDnbS5Ve0uyEEIC5DqRyiVZuhVZqDEo7hoozJwkdvVBWAgxG51kmuEkMiMbnfMaIBuA3Eo4UDQoAZgIGkhVAO6nD4pRCNygKd7gAlJ8Is8tCfVjCZlhCFjgGpq4CePMCTx/AX1aE2wHPHUpVJ123Aznzi46sPb+CVK3cRc4Kjk6YAO2laLrBlcg7MJz7+5HQHH9/axddmN4UzEHDwmOKkX8d2d4j9wM0eKKR52/RvmWiIxLxjgYP+rIxmc4b+aX1FQgniwMH+pImdzhD350Kqczqo4ebGGYajCnjazf059QHAbOKDdoWr+NmoXDwfORF0zytoNqboBfm23UXpww90iPlO7B2KIdDOB1LMlVJlsTytpQ8cODHqbYb5sPJYp7AJpiWVVzsYSDGKCbewDAAz7qJFQa4BUMI1tOIFLYBkBwbVtjf2b3uCac9oqnxq9nGePIlPSw4sGyZRTw64sH/bACBH3SzXpXGeRCbNgKfbymOygSTTX7T7KzBhS6PSKa2mxlLt2nVfhIGkJCntscFMmo40kMyjNa+Py8YqnQoAnFpDKnYRYTz/fcSYkGDlPS8JIBLkqvoV4KHIzgUGAXbk2GivgDDgjlNTnnAhtSGxBAqUJGmVa4k7RKuZEQVu1LrQKmAWE6Wu2cMjPaVxDSBMfYkDE1WnvdcQ1V+rXnmfkOQ1wOwtROZXBy5aeqvzGJBnj6MAX1LStQpT9jg9chISmhkGi/LyQJQyb7U2B+NE66tfNFGPoVuZ4s7hOpRtjpbmrMKkqKlCOTrNKc7G1YuDDps5s7tLONxyiEZ5gf3jlllShKNSC/Bs5xBf3b2h7ZIuJGjMATmuH+MTVx5iGJbx7sE6WHSOO+2L2GMUSSFS+0KyfquNonmQtrGRUptObYZmaY5F7KI3reDd4RqiwEnYe+WN13sV1qZBIWcELBJBIWejMkA4qMtRKgdoVufYaozAOcHJtIrRuGJoRLKe3P9psKJ+pt8XNk0kpz6k7tvlUntpggYL7Hx97zq+ePUdfJNRnJw2QBjJl2act39a9R6fNbBeneD29jHeeLil11W8cDCYldFuTdA7TUl9bXCW/m1fSx/Kc2A8rODKVg+jctm4hD+Hds6Bk14DH72yi72SlOoshEe0en2OYa+ancN5tNl1xhT7owa2WyO8OylpIJ47XBw4HdVwfe0M/X7tQmvyQ++MAABApO6+YngU0KAmaF6u1I0kf9uqYBnQBOvZOhCMTU6Ec+Yid/IbOyBY4ASJCZh4rglDfAvkWFIdDa44Eiozoj1DRMLlrK5TMopKpUu1yVgW5KRTyl4ncSpsq6ulmeUiQKSJIklAlL6X9/ui12w60/9tdbU03WkwxlJ9tCUaafrPAxbMKreMxnQqsn9Z9oYrkn4BSRrS9HNlv5UW67Bk+XOPEpHslzVeuYA7MbdgpIk2WAfMmmLcAvJcX9d5mOqH+i9uUduVtK3qadHICUmssYQERrcP80K1X6xWW5kgv9b+kctDkdR+lLqXoFP/VvURvRfq/Pr3Y5TzQSZCGdaqE5wOz/GeJl8GW40xDsd1EdMFWM7EpasgQKM+wzAoGU9rZSHN0bF4VmEKiQhs6rsR5hM/ySCpeZ/Xl2XvVgDEEU4WTkc13T9CBDh7YWsPr/e2MJsId6XnMujLpCGEg3oMz1w6RBA7eH13Gyxakn+VOgvLwIzPsqK21GEJ3YQAhHJ4lRCbmwM8ffkQm80xRvMS3tzfxLu76+if1RFMPbCICluZ1GtVV2e9SvV/JRVPAdBlZQq7zgHOCOKAYjYq4/Cwjbd2N3HvtAPPYbi9fYybl09Qb8+0Ib4CobkTKC3hAcTYpoH2eeOcqDNVTj2vvDrks+GMYDou4Wv71/Hi5gM0mjNhA6Voz5RbQo+qFwCPKN482MBOZYh2e2KCrkoVNt+Ni72lkZzfFmDLcw7CI4rTcRWtxvRCgCEOHOGBTcXA4QQnwxo2G2MQ55x68t5PHBiOqmh4C3il8+3dgrmQzZQq4co0A38OgA4nBLFPce8vU8zW3czqnHUdPPw/xGCesrMx9/u3KQ4/z0QUcmsP4hQ4eynE8Alk0DPzAffzZ1h0sg89qnF0P3uAuCw3FIsHnG9HoJ8cZOccAcYfXWB0O86osXGH4OyLC8y7JOEpinAgqBPs/UyM2CdaYqPAzPiKi4c/7kpVLSQYyKNPVnD6fCV3LPe+2MB8q6rrUeXiqo+Hf7ELVvYyJyyLS3UcfbZjdltlPM85xs90MXl6zXRVBZMkBJOPbIPWqklGmQuVpP6L28Jtsr2Lcw7WqGD48e3cHTjc6WD+xEYWXAGY394U7pvVNQVqXAfTZ2VbKfUwXi1j+ty2kKwQklB7i9dbCG5tZNoBgOD6unAjnQYulGD29JbwupZKvFLC7OmtXCcH8XoL4bX1ZAF5L7i6Ztxcp6RWsyc3wculDKjgJR+zpzZzAU3criO41s2OLyEIrnURrRtxspYUEGsypN64vFpC/5MbRjqlFfIJFjtN9D/azQBgwjkGz7Uxu9IwAEjG2AEFDl9pIWz6EhiZNRvVXOx/tmqcFQD6RTDd8nD8gm+AiATqhAH9JxyMrjiJtQWIek9f4AhaxpW5WhNxCRg+F4Ip7RtlY8OBRYdjestyI28NyfRqhNnlOH8PuCXcyNtqs8JlPcHgaY64RKDc2Kv7QYNgeIua/BLQcApMNinGO8k3oDoYGdzwsOh8+IX9P+zkV0JwThDMveJM2kA/Qs0NMBpXzgcledW4DJt16QZaPujt9ggHk8bFbGwIR7s5xZkFSMw9oFBN/xwgV2vMMQ9dLKaeOQ9yGK5u9BAwBwenLfA8NaFMOxZDnGKaRZ0cN7dOUXcXeHX3UqEL6XNTYt9cgcEtqn8VgEOFZ7Raa4abl09wa/MUYUzx1v4m7u2tYdSvIl44GtgkihNkAApgtlVbmK6kK0Xqe3ll8tpKJ30WGFEEUx9Hx028sbuFg0EDa7WpAGybA7jl0ASQLGK+bXU0AsBf4rEr8wwusGaWZWUEg0EV3zy6ipd27gtPYHn0pg6yliXOhSez7xxdxsc39jIup0/7daw1JsIL26OcP+XMx9m4hLIXwS3FuUXyxo9z4EjGwFFxdYK5hzB2UKktsnWc13+pEtdfVNBJe3DLycsiiuNJDd36OXlT6UMPdAgXEc/XvkXhj1jmtNQfM7S+7ydPaSUTUTnmqL8jXvjKW5JyXFC556N8Kk9DLRtOwoDhu224U5JYV5wAzoJg7846aER0O6qM13cwfdDQIIbE0AySt+ujdOhIfX4ug38Kr0uVN8rwR1y3IaQ3HN6Uo/6aL/Tw7cSA0oCj9TayntUYUNtjqB2xxMRU49J4yOBNInB1ei0TDSI07jOQUDKcSmWLc7jjELWj2Kh9WS8IfxDBG0WaYeWWG2JvGGaDhsrv0lkIRHGGGSdhDH8QJXdkeY/OIzizyAAZixZnFoEEUdYBAOdwFrGUYqWAGmPCY5Vq35K6EMZAovy3AGFc2Ealj9qIspXi2Xuq3bSUCNDG9XmJu1TYk+QAJFaixq7I6i8ciqhCkfdW5CUHUcVNvR3F77DmglXcZBnAAFVixTayyiZjbnBrLHOu2+NCkBwjyR0xD4n+Cj1z2Webd9c2bFxIWr1UfXKtMQ/CMyKQPExgAHflvIstKZBsk3hMr187MCn3OJxqlLvx03oIXo30OtZdI0B5bYZIHpAkPD76gHd5omnUKrQUCGsEs2vJky+1J822CaY7REqdiXGcQoDhE8BsjULZAT1OH0zq1GY4mVa1l6+iRAjQbU5xNq8mXCqvmoTa2wKzyNNODFw/Rrs0w2m/vhw4cetDhDTHoQyLtDRH5cUKB8SJE2gOpxSjWZljMKwZVSapsna7eYLXDreTqmWPkBRw2lwb4lqth2/vXhFjyVMqa6syw9TQWQxSgMQJu76eOjHJLSsBjsfQaE/x5OUjbDdHOBw28NbuJnqnDUQpcFMEMtR36nWz9GPrv9tupIuAk92WTUsuwGIELBSSnvv7Xbx9IA4Fn9o+xqWtPrxKaCQaeRIe9Zxy7yE57o8yZyw+MDH/ZducAzymOD2r463BBl68fB+uH+dLdVZp35IWDQZV7M+auL11AuJIl9OcIFq4GM1LQoKkQN556Zw8PKbojatoN6fIxE4qKitp6S1k8FEAYATHoxo2m+dIdXjqW/3lEOVrYwnklg/aaFxBuzwDLXK9nZM+9Md2XDKI9b0QWgfdUtlwAo7GwzjhPEDZ5fgjDm+CpPqZnADlE2Goq0EOMeWquzRRjwY0EVDZc5MLSP72RgT+kCQYP/W8K4dEq7wYlRphY1B/KCO3p8o5AUf7TmzsefRNwB/GKJ8yJGxzZL76g5lVj/SoxTlIxNF8e6wjzYvBlfcWMVqv9vV1YnntcntT1HvTrME85/D3Bua/UmdS9+6dIJov4PjJ004SM1TeOTHl7HuzBcrvHOXu+M7ZEJpFsJl7xuE9OE1mVvTEDKW3Dq0GiLaVIbNF8p5FDz0dgp4RJN5A8rd3/yRDGwAgilF+8zDLvAMg0zkqr+0buiyA5xwNkGB9rDZL7xwl21D9jhlq399PPhNlXzOdo/HdfUO3Vae734N7kP92q71+lMmf6Ess7HKE/Y6sfjJH69vz5FtRlivtDVHak9dSTiDaf9IzzTumHAlj7Pz+IHt8Qwi8cYgrvxuKdS+9sEGqmtV3A9R3hb0ddwACJcElWH81Sqi3CkBDQDnH5jcIOOVJrQoGuFOO1jdLxj5GrnVOgfIRBT+pJvYLlfy3Kgn1NeWQAADotxsox+a/svtxZoD7ew3tUIGoe1wc1FSPXA3mtK0fgO6fxsZ9NURfCeUAA678rjgQUPva4/TBpFZ5jneH6+fmIy7DZm2Mt4/XV2fEdWEO4jCs1yc4HDT0hFxTsXiWeVpL1CPqajen6I2qWdsKleeCjCUh0kHCuJr0suYxPL+1j9d7W8ImaRUa89SbZBugIgbPC2t7+MruTSFFW6qqtwTA5LUJ5PfdZppt2pbYASlQVm/MsdMcYh55uHfaxWLmFXqbKzqPyKiZFTGR6tmpfBbPo+2HitrN6Uv6FVCk8QwuIt8fBU2ceHU06zPc3jrBOCjhoNcQhvmM5I+bDXb0s7eIUPYsTgEwsK/lgRv7f6Jz8v0RUzw46qDuL/D85T18/8EV4dACOfTY/N6SxGOKtw/X8bkb72K/2cSgL98VHBiPytjeGGBaKiGauxdbbzYd1u/5xEenPoVTihHP7INKZOeEuiVj4Dy9eYQTr4E4oJhPfbhtBq8UIZimJNRp0JkzBvOZD8YJKtUAk0E5m0E3ThAFDmaRly9BKkgfeonOUrub1H9OjRRGMTqJ01UFhNQ1BWZSuvO2q2me2TCS/0lqItkuZe1vAAaYEEFrGsRob2zqICTmMoiodDigHRvwpZNOq7nFqWOgot9F7qU1YVmQk/md6EcO5F815dl/XPQo0N6V00dSRW+UtFRFlbXbT9OhACFj+feX0ZUeQ/Up0h/IS3l2SHn2R8toUb+X5c0rniedSkhUrP5Rkr2v88G4OYcE2QpnKyDOIaRoVp36wNJeQ8oDoaRPrxMFcFLNJ9aotb4gAU86Qrwd18q2y9ESH7m2k/Y/VltA0rDU3lcAc+jCrTq42VPsA2sNvoiJ/7WUUXuc3vc0j9zlEhppl1GpBogYxUIFz7wg2ClVQlDCBaMMASK2qmMcD6Q0J+8UOmcOKmlOkHaGkMp7Lnn63cPhVwM4lAl7H5Uox1Z3CAA4OG0VMveZlMPEK5Djl0O8tHMf3zm+gsmoDNhqWo9if7OUDggmO+2YpBBkmAVLHI5qc44nLx+hW5vi7kkX9/e7QoKWGoe0ZMUGFRmbF0vdi1ClDickRq4fw/UjlKohytUAldoCTi0E8wiceohKbYFyNYBfCeH6KmioCDZKKBfSgJQEJo+2XPpk4kx61Tqr4829LUwCD7e3TrC1OYBbiotfaQXgFoAAOC7PghcAiIhxFpWoTw2u/XxS99RfDvCI4o29LZSdCFc3z4wUJl3nsukVEv3O4lyosL16soOPbu7B8Ux9LKI4G9XQaU2Mit+qKd1/dTkSUp1WI0eqY5dN/CdYzDzMIg+N+ky8/mOKk3EN662xkcalU95zsOg4HDew0RgnpXl55DCC43EN3ep0SYeT6UMv0QGg1Y0yTjFoEtwk1GUTG5TMr77THtosUJOrp5wCSxkknvdbMVD2dbVgpA0Bh7HNUfQrhiypJqTqy77QtKoZzP2EAwIgwbSTNEOr204x33kMbB4z/Kj6CHltLZPh28mWEKTLpA3h0zQW0ZvnGCCdNz0mKl5QXtygIgCQzpMjNcqMid03mnO9yIucSowLFbgiWoqO7/LyANorW2Ee1ZeYZ+tyiKGdC+9gnJDsnFO2YpkjTeh1lPAOR6QHNsdyLa/XB9HuogkDiEQk3LHWjAQwmm/U69PaT1JJxePRgYZVHgVMbJfSMPkKXU+r/UF6htOBQ2Hat+tM16/zwNT9OI7OB5dOJrV8yYidCMdG2gnBqtIGqXbUrU9xMjY2Nc36DJPIRygNezN15VWdlubkACFR1/lkafDucKw1JzjuNcAZ0Yy5Xw7xnPSyxqIV+pmiU/+U9VGX4YVLe7gzWsNp7xEDjebUn8u0qXd7es0XPTNLiuOWQ1xeG8ClDPfPOkKSlaOalvdqyKicSVqIBW4oZSiVItRKARqlBVr+DFU3QN0N4NMIDhgo4Qi5g4N5E2+2nsYnrz3A1UoPABCDgnGCSVTCJPYxDMoYByWMFz5mCx9R6IBzAs4UgFRkkAS9570W44Cid9rAYCTUo57cOcL+sClirdh2WvaptDWWCWlK+lmo/y7PaNwkUtFz1fclUIaJhfOFa+9gMCuj36vJ/Dl05CUvSTdnwFm/hnGzhCsbPdzbXxOe3TiwmPhoVOfwqzK2zntJkiYt1fGZCBjMk/dzi8YEe8Mmrrb7GA4rYBHFaFLGZn0M14/N3pJOuWMtJGSDUQWXGwMRJ8cKQJxHx3RSxk57dYcEH4hEZ3d3F3/jb/wNrK2toVKp4KMf/Si++c1v6vucc/zDf/gPsbOzg0qlgi9/+ct46623EnWcnZ3hZ3/2Z9FsNtFut/G3/tbfwng8fiR6EuAF0N7WdCLJvAnd9DTwsT4J1ZMUsNGnvQqwWAbBGgjlgV6LeaEhLPfS3PqtAI2xC6AxEifQ4BD2AUr9yQbIqqzFoCbK5rlztgCR/q/rztm50qfz54AQ7e1KeXbTNxQXmAJSqq4iplrlse1xbIlFHqABsvFlikBOnvJxplOkmMY8KVFGmTnnrWCnPAlOnvQoT1JiJ/v55AU/TbvftulbBirT46UuW26oM0d9dn6rLRJG2ThHCToNTRl35tZ8IunxSQN9DfYVYIG2v0l4JdT37P4iIdVRcayIdS2XObKHyZb6WHtMxuNa6h2vAiDrKuVeIw5ySFKyDAOUjGQtSwtUAOUPUfpRejfNlGRkCWhxPIaWP8dobDmIWRHkAEJ6U/MCTKaCKSIOw3ZjhP1BcznIUvNAZnFLsZDmzDxxL6DF83kpXYa+an2BWWDshoSaHcftzRPcHXdX97JW2JYAetc3zwAA9466JqL9o1Y5dZNrPnETZiwoT/Q18cxSkg/qMaytj/DU9jH60wru7K1jPi4VgpyMdCQhTYG27fHLIdrtCZ68dITP3ryDn3riDfz41bfwbPcQLX+GQVDBO4N1fP3gGn7nwZP49bvP4r+98zx+7e3n8I13bqDc4/jmnev4/73zEfzau8/ht+49jT/YfQLfP7mEg4lwcnOl3sdndu7hp2+9jp+4/QY+fu0BLm/2UWvMhfTH5Qlpj23vkzuE1uuFBQ5OThp4+3Ad7eoMty8dw68GWTW8DMBZ8oCLpnzR9SV7NQBg4cA58jGf+Pjjg2v41NZD+JUwF3ReJPGI4vXDbdxuniScHXAO9AY1rDUnIM4jOCaw56ga65iiPxHxaRL5VN6C4ZxOSnApQ0n2l8kAovXaXNZxsYUWBQ4mkY9GXZpP5KkjyusspJgEq7vZf98lOr1eD5/73Ofw4z/+4/i1X/s1bGxs4K233kKn09F5/sW/+Bf45V/+Zfzqr/4qbt68iX/wD/4BfvqnfxqvvfYaymWhn/ezP/uz2N/fx2/+5m8iDEP8zb/5N/HzP//z+I//8T9ejCApzVm0HfhjllBV4Q5B7BGENQJ/bHTtFYKMS0DsEzhzs2kphiKqinzUBpWSuYiqHM48+5C4A0RlDm+SvKfiaTAXcKfQDBRzxXdcBkhE4E0lUyYZKlAgrBO4Uw5E3AJWoo9RlcKbKG9tgokjckxil8KdRdLmxqLRFUbqJEzJdRkAlwJhbIEIq5znCIN+mLYACI9aLgXCKMsYU6oZUXWyLgaEGE9cljG7qpu7DkgUZ4EAIaLOODZvBG00Kr9t98fcolF5fINpB9KeA2mXyZp+YtSm8qQKeW9UhyaBRbottqScTUcaTBZJWuw3o26DJ8Yz+XZBvltqu640+CnKC2RBMzcSSGEET6EDxKZpkrSSMAIfTwG3Ka67SU9uBJA2d6k3qK3uBdMvJQ2FkLkkDj0IB7jqX2I+QG/4SmJDbMCmDjeIzGa/JFQ5lrxuq5lxdR9A2nYnVxebW/2S+4dBL5JqYsCNAGopWuQzUACOEyJOgO1p9SHCOT9q7yYWUT2HEsk65a/X5phEvog5wrH8gaQYakKARm1u4vQAKFcDUMIFiEBOfXm8CeFoNqYYTKzo5cu8XRXSZ35Sl6FVneHwtKVpBQHq9Tk2ymP80d2b50u7ljUl62u1prhRP8NXHtxcLVZQYYVyjShj68RBGQp+pxhw+5qk0a8GuL7Wwyzy8MbeFmL1nO1+pEnJYaKJBImlUoiNxgRX6n10/QkWzMXhrIl3BusYzspYLFwwRhNSOZ62MyIAnztCwj13EOQMx5naZ2Tbnh+hUgrQrc5wrdHDx9ceYsFc7M9a2B02MZqUEUeOsbfhyEh60ud9ar5Hcw/39tdQa8xxa+MUJ9MaTs/qYBHNMtNp9Ry1d+Z9232GdS8x2Dn3rfL+qYPun3Ic/JiDwaCKO9U1vHBpD9++fxUscJAbX2eFxDmwmHl4e7iOpzaO8SfzSxr0RwsHs8BDtbHApJ/vITc35fUP4tpsUkJnc4aBH4Mt8vxRIzVmBDyiOBg3sNUa4Z48lOiPq7jS7aPfryVj/qzSZ0ZwOKrjUnOIfm95ec6Bs2l15brfd4nOP//n/xxXr17Fv/t3/w4vvfQSbt68iZ/6qZ/CE088IQnk+KVf+iX8/b//9/FX/spfwQsvvIB//+//Pfb29vBf/st/AQC8/vrr+PVf/3X823/7b/Hyyy/j85//PP7lv/yX+E//6T9hb2/vYgQx4Xr14KdCzLpOBh0u2gS9L80RW+BQgZnBbWDw0tzwOtZEmX98isn1OOm6lQDcBa68souwpXYRUzaqcDz58j3EPk8wQZwAs2sh3I/3AcA+8AHhwPiFOUZPxRaQAcA5Yp9i+KUJ5mtUl1PtLVoO9v5ihNhPPmLCgOE1Dw9/3M2c1hLOsf/ZCk5eqJjT9lgyvw7Bvb/UwOxSTY6ryE8YQ9Qs4+7/0garlTIM9+xaC3s/sWaYUIvhHXxsHcOPrku6TDnuUPQ/vQOnWdd59T3fw8nnt8Fr2QXOWjWcvrINONZClaf0wfU1TD6ylWhf0TT+6Daiy9Jtsv0Ccx0MPn1JtJV64/B6BYMXLwGuzSWL/kWXu5g9u52hD0S4kI52Otl7roPBi5eEK2u7PgC8WcPoEztZN8yEILyyZtpKvSGnz19CvN1JMf8ccB0MP30ZvF5J5AcA3qhi8OlLEoBYL3VCEF7qYPL8di7IGT+/jeD6WhZw2UAzdY+1qjj6sU3zvCzgOr3VwcnL6xrYot3QNB59povR0+0keJLP8/7PtBGsVYTnO2a8AIZNH3f/jzUw1+qXBCzDa2XsfUGMu7bFkd+HL3o4/YiXlOYw4bhg/y8wTDeoKSelMWGVYPSFmXD5rNer+Ey3OeYfn2YkPIQDi2dmmD0hDSwlowbIfeVTQyy6XB+KqHtRGZh9foy4hKSaGgVmmwTHn410vByFgzglOP2Ig5Pns/shCHDwGQ/jS5503PLhQTo/au+mcxl5yrFZH+NwVF+NWUqdaBOHoVsT6mbq3kZjgsNxI+saWqWcZhyfoeJFSTsaIMk08dT/ZYkId9LjeUkYb8tyjsvwkY0D/KC3iShwNWNXmArGxFaB+9TWQ3z3+JKwT1L1ZVT1eJZhLmrPZ9mDCJ76qDoLbH8IEUBvbX2EWxun2B208PCwkwA5KYG2GQebVgIRkLMS4vJmH1+49Q5+8sYbuFLv4+G4jd998CR+952n8CcPLuHguIXJqIxo4Yoxj4WXLw149IcI+yXVDIf4n8rHGQGPCVhEEIcU84mPXq+OO/vr+NrdG/iNO8/gm4dXAQAvb9/HTz3xBj5ydR+N5gyOy4R3LlvSY2Mtawx0/2OCyaCCN/c34Tsxbl06Ed7ZipaFrdur8uSBm/QzTNeXB3ysPMFGhIPPM8DjYBHFvaMuXMJwZb1v4uvk0ldwXdEOAIxg96SNTmmKZmOWAM7DURWt6gzUU64+l9Sn7i9pk0cUw3kJtfo8CeiW0KykSy1/brmadsE4uXCcGwBATDCdlFF2Iril6Nw1OZ8tccufSu870Pmv//W/4sUXX8Rf+2t/DZubm/jEJz6Bf/Nv/o2+/+677+Lg4ABf/vKX9bVWq4WXX34ZX/3qVwEAX/3qV9Fut/Hiiy/qPF/+8pdBKcXXv/713HYXiwWGw2HiI3pI4Cw4Lv83F5WzGGl3qeUzhrX/XgaNkJzEHGi9BbS/KkT+tvoaJ0Dpe1XU7ttMrnguzhzY+8Mr8IZEXwcEs+NOCd7+2nU4AdH51YZSeeAh+k7bMEaW5Kbx3TKaP3DMPZmcgKH5mzVUTizVHKlmU+7F2PkNF86cGbsdOW8aDyNc/h8RSMT16bSaxFt/vMDaa3PTCJWAJmK48nszlA+zBmDucI6rvz0FnSwyBu3lvRG2vj4yu7X15mr+oI/GW4OM22HCOFp/2gObzBLXlQrT2nf6ILNFhnGmoxk6f9I3EgLLo5i3P0T1Th95O2rt7R6ck1GmX4hiNH4wAFlYZ1rKVmm2QOOtgZGyWH1zTscoPxxm6+Mc5YdDOD3lljEpXWq8NQCZLzL1kXmA2t2xkQRZ/XbPJijtjQ1tVv/K+2PQwdTc05I4htr9CcgiNNftth7OkrRJetzBHOXDWXYMOUf5aAa3P09eB5ba/tDxAp3XTVv2PCgfTNF+a5bsl6yz/c4Clf15sh3Zr7XXIrijwJSDmL/uJMT69zhoEOtrKlVOIrTfYqZ9tVYYR+MeR22PaVfRNBRrhcYc9Tuudu0uKhVl3TkH7ldAIxhpj3yJeiMCvm/ArH3oy/s+yNDT696WmM5OqnCUkxkuwA5zJLA6rmgAY7/wnAXgnblGkgSzj3lj8REHLcQ6sCHwh8Jr41K1xP8J04/cu+mc5PoRKm6I6bT0SOpWfjkC4wShVA0jDkPdX6CfFyDUZnZTzFytNsdgVhbgqIgRJNlyiWRdpx5Do7zAeCwPFwgEqOsOQQnHca+xugOC3LaEof0zW0d4MGmjP6hl60uDkGU2OWnVs2V0SZBVZI9DiIiJdGPnFDU/wJv7m5gOywJ48CzAAaxrlmqa4zE0mjM8f2UPP33rdTzZOsY7g3X8xrvP4Gt3b+DBYUcAm8DRoMbYXpDiTzqlx2jZR4GfkCKYe+j16vjTBzv4rXeewlf2b4CC48euvI0v3nobO+sD+OVQAB7dN677q4cs+UoDCxzsHbVxOKrj9taJUGVzCoCqDXbUc8uZ37nPMO9/HvPvcKBsNmoWOPjewSU83T5ErTE3/coD0+fMb86FOtfrZ1v4yMaBcUxAOOKAYjwvoVpfnA9yVmgLHJiMy2iWFxeK1ROHFIOgjFZDvKuVU4L2BePciMJi7vQXFbTq83PLs3B1V/vvO9C5c+cO/tW/+ld48skn8d//+3/HL/zCL+Dv/t2/i1/91V8FABwcHAAAtra2EuW2trb0vYODA2xubibuu66Lbrer86TTP/2n/xStVkt/rl69miw/ZXqSKycE4r8AQma9Er0QBGOTakiuHXcm7xFob0ecCHUzuoBhLuzTBC7AToKJkfdpBHgTC/wwtTY43CmHOxMzlRMDdgjj8MdcMlRIvHQI4/AHsTGWtmLmOPMY3jBMMJbKAYE3CuBMTKdtVT+3P0+qtFnqTO7ZJKvixTnIPITTnyYZdMVUTxeg4xyGlXOQ4QS8II4OHUySMXZUimNxL/2GZBxktgAZ2Tqohnkmo6lg+u0k79H+SMTsSdcZxaBnI2TeToRk27KrHU5A5jnKADET9cXM1KfqDELQ06FpS40H5yCTmaAxR2JGT4cgUwt8WOpkzkEPCMJsv8II7u5ZEqBI9U8ynsI5HhgQadHoHvbF2OdIbmx6E7SHEfy9PkjMMg4K6HgG92iYLC+//f2hmG+pfpGYo/bOEHQeJtrjhIDOIzTeGom2FAMhAb7fD1B/oOYhQGOm11J9P0TlJE7kV8FEW+/E8KbiEICETAMkGohDEifgGcmNPxTu5xOSHohy5X0H5aMsM0k4UL3nwp1It9cSlBAu9qDG247Zi4gJbuwNOVpv2hVB2+rUdxkaD+JEgFF1Ut39QYjyWSzHLvso/2dNP3LvpnOM0xu1OQZBeTWVq5S9AiFAuz7F2aQqTuMJR7s9wST0RZDMTHkkGTp12RWgZDopZe6dyzDa+Sw6m40ZhrOyUYMjHK4XY60yxeunm4+sYmbsVYD1zgid0hR3DteTdjl5amTnTfJVF8EKIKdcX+C5Swfoz8p4cNgR6k0WoEn3RzPI0lOa68XodiZ4+cZd/NiVt8FA8DsPnsTv37mN3aM25lNfSGyUFEbRb31ytuLE7yIVyZyzSn09M1YSWPFYxF3p92t49eEl/MadZ/BGfxNPto/x5Ztv4vbOsVCndC0PbjmgQHkZU9Kdcb+Ktw/XcX2thytbPVCPZcok6FE0rercogjs5CW9v4uxnU1KePVsBx/bkl7TbG9mtpRpaZ3m2Z3066CEYbM7TPRxPC6jWZkbqU5BchZ545K9xAIHs9AVNkGrJC4A9NGwjq36SNgMAZhMS2j6i+JnUlAXXAbOgZNxDWvViZkLQA5IvNhByPsOdBhj+OQnP4l/8k/+CT7xiU/g53/+5/FzP/dz+JVf+ZX3u6lE+sVf/EUMBgP9efDgAQDz4tcnmo75LcBHduIlnBekmABbFY3b1+1klbc9IpEUuEmorjBzLdfdqwQ4CUNI6ZRA2T0oBgzpuWGdVCudfCPJUQ4AcnYvZv22dzjbm9Oy2ZYCAOmd/EJupNNSBLusrWKV52wAMIE+0zt7nn5A3m6+jEb7TWXfz+mzoE0ObJ63Nbu+VcfDpjmvvfTzS9d77tEJN2Oe9saXtnlKt1HkyEAVkfdtkEO0vVROP/KSdZ3YzyJ9jVr5ZV9syQ4nxl5FrxG7fv3fmrsKTDnUAkLWmudIOCUo1BMHtNRHH8ik9yok95vEYavlrEDTbe1BJh/RIMluNzcwqD0GH4L0o/ZuSqT0QFOOjdoEJ+Paaox2Kg/1GJr+AlPlhIBybNXHOBrWi1Xmcp51pbbALHTPBx8rzhPHZ6iWAkwtj1GEcmx2RnBJjMGwdj4Ts8zonAh32h9d28e3D64Y26ZEnoLKz2OUgey6JfaHZ/NbRvitzgQ31s7w1sk6etLGJLFd2UydZvrF+DguQ7czwedu3sHLW/ewP23iN999Bq893MF4WEFsgxtbOiO/87b+3NdW2j4jZVNkly18ZdoqgpoOgEUEwczD/nELf3jnCXz14DrWyhN8+cYbeGL7GH45AlUuqwmyoMdSceMciOYe3pHBRm/tnAg31EWuiQkX0hev4NnrjsHM5TTwL1qGKQDFY4LD0xYC5uDKRk87YEjQskqS48hCitdPt/FU+zjpbjqkGM1LluQon0bmk+S9nAMN9X80rqBVm5lnkKEpW24+9UEJh1+ONF2T0Eelunqcm0R9Mx9lJ4JXisy6eI8nbu870NnZ2cFzzz2XuPbss8/i/v37AIDtbWFPcHiYDLZ4eHio721vb+PoKBnsMIoinJ2d6TzpVCqV0Gw2Ex+d7DGyFzqBxXyl8pJUPkBLe+w4Oeq+zZRwCZBU/ArmWve1O+bktybVBsFyUpFYfBSDQlIMCJUeoYj0vEaUXY1m2qCZM5qSuhiX0ipfislPMe4qmnwmT5oBZsyokKXq0d7V8tpI/0+ra9ltpcGOzVSn3UfnSJty206npcdtBXnV77yyhAiAU2RlWtTOMsY/741VBLLy6iqi275XNNZFrqkt6VGi3hTNBqhb/4tos8fNngfLnqEl1bGBe+ZdyIVkxvyXH9tdu1p71ho2cXGsw4Y4WYdtO5csY64JGpFgpGznBLl2AUAGyKh9x7YdNJIcs9epvS/jYpWYfe7Dprr2I/luUin1Ine9GL4TY2arra34sicEqFQXRnojmRCXMuGy+Ly61PxzGJpV6fGNk+Vgxt7ichgodaNRl9Icy1W248V4sn2Mt8/WwaIcFbNMW0nGx1btog7H05tHuD/uYDwqJ8vbzH+eNGeV8c3LkqfeZm0w1GXY2hxgvT7B2wcbmI3KGmxmtmkL3IhYNyJw6Kev38Pndu7g/riD33r3Kdw9WMNi5gn32ylws5LkxRq7RCopmw8zPhc9F7PbSwAeRV9MEYcU/X4N37h3HX+w+wTWyhP89K3XcXXzTHhrc7hwsJBmuFNgJw4oHh52cDqp4smdo6xXNvs5J/6fR/yS/+l7NoCSfWQhxZ8ebuOp1hEqtUDb61xoS7Vo7w1qmES+kOpYwGkyLqNRltKTgn7paWnzlQWgSLmFdktRAU3ZcjymOJrUsdaY6HXQm1SwVpsWx9RZkpT6WrM2L850wTrfd69rn/vc5/DGG28krr355pu4fv06AODmzZvY3t7Gb//2b+PjH/84AGA4HOLrX/86fuEXfgEA8Morr6Df7+Nb3/oWPvWpTwEAfud3fgeMMbz88ssXosedR3DiWL7spVqHQxIveXXKyR1hZKwYBNsNtbjO9cmpZiRkHAyu44xATwQmy5LUIrGZHBAIWxnlVtbaZ6j0pEZjQNkFQF53JgG4S+GPXMO4xTzBkMH6DyChtgNmeaCzgizmu9/NYXytnTQDWtKMNyFJm48iuw27XBQBnIFzDhKEWelH2obkvHQeoLFptU/5OQdZcXfiajwIKS5n1c/VWCk1vDxQk6ewnUNnuu4i+pb2JQ2UikBetuKkAwhAPx8exwBn2T4CAOLEfwIYT2tKAmfTUjCe3HZ4QAhIaLWjPKNZ9zkh8nSA6OvimlWfdMusGH5OoGMJMYeCu/KlTQA6DQEK+ENf7gfEfEvQweRBB7MORJgn9hUac73f2JIbm3cy61aUpxHXhx/qesb9vO2qWgMxaDs+LZmSewtJBF6Ve0ewXC3if6b0o/Zucs480HKOQS3hCFsUr+1uAwclOBfxPiZPdqcOw/ioBmfsgBNgAeDVe5dAj/1EfcuEGKzMcEhaoEc+3DQN1nsunbwxh7MA3NNk35jHMXCqIGe+tonlBIjWgG/sXsP8QUO86y7aX5i64nqMB8MWevc7oHMZAPg9ngan16HfF/uRN2NwrD4msI6ki1OArwU46TVweFwGDVOny2mcRUxf4HCQToBWZY7v7l/G7KQKOqdSowJJCfDSDizJUyAdoyGBO43g9Vww74Ln4aq9Islbqs9DUsbX7reAZoitzQFqlQV6+02QBQVhJoiz5p1g/qs0PPbRazRR7syBsQtnQZI05CRvFgMxE8+T5Bu2Z8x8cjBy+r66OO95+J3F0/D8COTM188tTddSgYU1v/94dhPN9QnQ90BDovu/N+8CEYUzcjL0+EMOGgLuyTmG+1b7B4s1wOFw+u5SPGH39XDaRWl9BtLzQWJgNvCwu+EBfV/YpF8kEY57wQa8RgBy5oEy5A4Qma/OAxLOz+MAL5b++I//GJ/97Gfxj/7RP8Jf/+t/Hd/4xjfwcz/3c/jX//pf42d/9mcBCO83/+yf/bOEC8/vf//7CReeP/MzP4PDw0P8yq/8inbh+eKLL67swnM4HKLVauHHS38drjWJlzJ6aWa6KG8q36qMsEr2kCumOJNyjMETf0OBuIlDrSx59SybqY/gIlQXlUw9Jfr3+56YZITJBTZazkx+9buon8vuXSQV1bNK/TYDn85v93tZPe+1H6q8XU8eLemxzbueTswCOBd5jo+Qcl31rlZweR9y6rXXPJfSQr0WzwsAW5QH54BkFKxxlfLAf1H+goOCdP0RD/G7i/8PBoNBviTif6L0o/Zu+vK1vw2XFgT9UwcHebaI5yUlNbbdtluu/FdOSoJ6URoWgSjnp5irNF3yGncdEz/tUdkRfbBBhXp2nl3l+5ViBj4eA54PYnvJLKCLu45Qx1029kWHOJ50JKHCMwD5h1EfQOLT+fn9ez+S3XdKwT1X9LdovIr6bI91nkgrXc18ASwWIPW68Wj6fiZ1sOY6oj/Ae3tecj5k6lLvkrzxUna4pdVjzuh1epF1r/qp1l3eWr9IolSogy9ZxxFb4Lfu/28rvZved4nOpz/9afzn//yf8Yu/+Iv4x//4H+PmzZv4pV/6Jf0iAYC/9/f+HiaTCX7+538e/X4fn//85/Hrv/7r+kUCAP/hP/wH/J2/83fwpS99CZRS/NW/+lfxy7/8yxemhy8W4JZhywe3LfxwEn8EL37va/vvA05Y3gAH+AVftHb+ZWUvWu9F61m1fv0CS+Vfufx77Icqv2zc8vIsu55p4xGe4wXTBz4X7bbyrv2Q1+IHkfiHqFM/cu+m/hCcXIAB+Z8tTc7PotL7/V7+M3nPLxbgi9XsEN4rPT8svmXV/r3v7f4ZluXDHI+r73N6P5/fI9U1nZ2f531If5brmPMVnSbgA5Do/KgkdWr2F/BXEhKdx+lxepwep8dptRTxEL+H/++HQqLzo5LUu+lLzb8B98MMdB6nx+lxepw+oBTxAL89/H//cCQ6P2rJaTfhUHkal+cBCjAqK5RkVUYskXhuWfX/UdRmcqLGp2OraByq80rbBxnbhbiuMQhPH2mnVMoymPaiqi5KFJkp8ohY2TZqz1F/42EAUAckbf+Rl4qM4n/EE49C0b8PWK3rh5V4HAMsBvH8C6+RhHrYqrZSao6m12uRvdGqaqg0f78AAB4IqQcp+cV7ib2P2LZH9ry1bY1WScvs51RS6zVld5beTzLlAIBxcWrWW42cx+liiT1xBcyRqmvWM2clF2AcVLnyX3V/laoyccmBM4/0tbjsgi4iEwR6hXqY74CG56hbFSQ6mos66qZvrOSKGFZW+6wkglY78+h8upZZxBOCqOaBBrGOk5Vbbpmq1wXUwEgYgzw4BGk1EK81ErRwl4J5Tm6fSBiDe2mvZgTcUfQz8ZwSdigXf6cpm8WMY5eLpJjDORsi7ja1beKFEzFBih9JfckeV4cgqnqgMQOdRSv3jXkOuEuTz0N+O6cj8MEI/OoWuO8m7mXoKLIRvUBf4rKwp3YW702tklOCuOrBmUcJBzrcFWqbeg1wDjoW8QZZ44IqiISAeQ5UDMUkAcVjwXwHIAR0ERmaHKr/X5SGuOyChnGWBgAsngPfXq2qDz3QmX/iFpxy1XhCkwbGIvZNymjYum7HnOC2ITEA5kkGx3I9zdVIpow0ddwbeZ0wc41GoqzyqkZjroOFUnnNeFOD9Jom6qo9EDFLZhtl4wUqYpababmQYhPpHRD3wJL39XX1YdZ/IMU4KeBlJl4yanzOAs6rZ5k9EedAFCE6PIJTr4G0msUbw6r6yrZL51VeeDaznOcQ4Lz2bWCYp0Mr77HBELTZyN84inRvi9xS2+2q345z/rjk1Vd0fVnK6QMbDMHGYzhrnaSecNHLw75uv+jyQJINGNR32okBoN1GJx0OUHNNOSchMODFOrxQjgi4clRAxItXOR0oHwq1gMmVqnZmwhxiHJVQAqadlphrXHljlHuDdo4iryUcEqguKdxCYOJnQeTX3hlh9gq1d9hOUKh2fpJ0UKDjdzG5BzCOKJoDv5Ud+sfpvae3/s9V0EqKAXE4tq+c4bjXQDysXrhOWg/Rbk1wdtAS75FqhGvbZ7j7YAMIctazvTWoJeZwNDfGGJ7UgIiaPKl3W5FDgvarLTAfGD4t7UjLMWqtGcbHInAnCAdcjlvXj3A8rmF0XIcdHHf1uDUcIIBbD/Gxq/fx3QdXEE8q0uPoe2BKNR0w/bN+e2cOnvxXY/RfuoS9n7AIdxm6W0MEkYvxSS3TJzqnYGUmPKsBAOWgpRg3dk6xVp7guw8vI5z5QJxiIBLAp4BWIuqDo97rBCqWzYUcFqh9JqC4/Nt17H4J4D67mE6SXZfDBV2cSJqsfmU8oqXqsAzxicOxtj7Cs2sH+O7hZYzOasalM0/VZ9fpM1za6eG410A49BPz4tLvNND+ygPc+T91sNj8ANSq7Zg5lKO5PsHl1gCv390BQmrovmhdLsft64fYH9UTa4eUGOrtKUZHde3Qo/lGCzQA+s+fAzRyyHCaAUqlCNPj2so0+u0FNloj7D7sAoyAlGOsr41wvN8Se8lFEuVYvzTAeFbC/KySGSs2o4+BjkrMoyCuBVwsT0iaaVH/CQHzDGORyacCg0rgo4ERNcwJkQxKwoVf2mU0BJCJZT0kkge7lICGXNTpKPBDQKhkSmKzYwkmi0oPcqpyKk6+Y4BI5k4Yk4pNhHCAg4iNJ5Ie2BwAnIMz44EKhAveWLnAtIGKnqs0y/hzLujJMNZEBIR0qDAUtMuoegHBcHI5cGqzlx6wwJAvtbEBBk3RZP9OM9bp0/Z0X1zXootCB8jMO1lUTLEK9ml7IbPBQpGRujLcK0q2ROu8kyU7r/pd1Nd0/qJ67DrOO4lK0bayo44c6UfiZLJI0qoNH5P3uTWeaZADQExflgU52gWz9NAIQIAcSozXRpfKNlRbYi0y13h1FJ7WzF4DAgFsrPtm30Fiv7HrTry71b4ir8dUARN5zRF7CZFrN6YApebwxMTXIRLkEFNeghwai8CtJLbG6HH6YJLPxEclwuGUYmxUJzjuNYSr3wswQoQA3fYEMSMg0t1suz0B5wTEYeAlnqwvbykTwK8F8N1YMKl24DZu8mTKWtUyV3zgi0nX6kwQRA4gaSKUo1Jf4Eb9DA9O2iC+6Gfu1lLUf9lf4jA8fekQ89gDj0W/dT1pd88rxSNack8y39x1AEpEH6U7ZkI5NjeG8J0Y/X5N02FvW6wUi/9UuE72yxE+dfkBKGH41t5VsNgBdVnSg+uyMVBkOQzEEf1jsQVu7M0iPRayP8KFs/xWMX8IEAUO4lIJaAbwS5EYU07ApJtozqy94bxxJRyEMhAp4GMKhCH72s2jUdzn6A2reJNu4ieuvoXv1S7jwXEHTAFxa/6kX+cngzpubx/jXXcN87Ev2o7F4RO48KS78lorckOWB9xUETlvZjMfl3cGONms4eS0AbCcOZ8GbHbTijzK0Z9V8PzGAb4xuWFiXBGOqh9i3lwgnAlGlrkQvJO9z6ySiHi+ndoMs0nJBPctzC/mDWcEm9URjmoNRAsXhHA0SgsMGgGCqWVCkhdvKjVHCQGimOJSZ4B3p152vqVDhixJH059mZykAQuQi171dQugJOLl6EmWyq/mpSqTqkOf1trPkFnlUyBIH25YJ7HJUzdiTmHlKuGEJPY0TQ9MHtMGX7qZa0ZPMYbp63bKU80pAhNAUtpTxACnr+cFM02f7qdO/zMpbze1d8O8N6xd5rx4LQlVoJw8ibcdM99FKot2UvlWVDlJ0LTqGBfluah4PaMWpuYBzQdUK4IgTklyDNJzLQd8ilhT1vpQIEeVSZy2FrxYeIpGew3Z/wGo+DrGfWhyvif2BbUnWCDHrNfkt5Yq2/ksQJTYZ+T/9DskGUtHfYh2k58MJUKsvYwU75WP0/uXLMamUgmwiFYI0JmXKEezPMdkVtL/16tTnE6q1iRC9p2SoqVenWM8KxWDoqKyOdepKwKEzmdCmkvk3LrUHuLhpI04dIpBjqQn75piHkuVEJerfbx72gW3GcfcRXBOWgLetIQhz80tAdqdCRqlBXaP2+AxTWy/autSMUUI4ShXA3z+2h1MIw9fv38D86kPFhNwJcGRzHsuQFF/HQbqi9AZLKJizrCcDUCWVfm9coRSNUS5GqBUCeF6EaiMas8ZBYspWOgIfiQS/xVj4jgMnh+hVAlRrgXwKyHcUiTiuNDU5qXHlYDHgj4WE1CH6/yFrwC9UYmx4JyARRTHZw38j4e38ZH2AW5vH8NxmX42RexIOPNw76yDJzZO4JWjpOSLUjClaHDB2CyaznTZvHnCCaLQweu9LTzTPQR12YXbM3Mb6A+rKDkRajURLJRzATIGkwoay+LPrJIk6SykCGIHftlySLOMd+RAFDoYBBXUZLBQzghGixJqlcXy170N8JRrdg5MZj4a3kIAeU3fxZ/Tnwugwx3g8NMO5m0KpT4G+RIPqwSHn+MIq+o01jARQZug/xzTD95mTMa3Ykyuxcn5LO/Nn54jaDNzDeLZMB9YPD8D85BgTMCBoAEMnovFaWrykA/jKwSjq1SqrdnME8HZsy7CujrVMAwY8yhOP1IGcy0ph/wO2j76z9TNNau9+aUqplcb+rodKX78VBtxq5Jl6l0H0yc6gOdqZlJIoBh4tYTFtW5W9YhzxN064vWmqctiZNlGG8TPMdR1HQTX1kVbqfp42Ud0ZS2XgWbtBth6KzkWEiDF2x3wWsUadAmcHIpopwO4Oepfvod4p5t9m3EOXquAdRumTBxrIMM22uDVspHgWNIottEWbalgq1af481Ooq+6z5USWLuRvK763Kon+2XfW2tmx1C1tdFOqoCptkqeactOhIC36uD1igE3UvrGrWeaSJwDlCLc6WRVBAHwSgnRVktclqqWysaANSuIu7UkyJFzMthugFV93YYNeGaX6uBSlc+WUrKSi9lORYN5W20zbLpYdDzYwUJJLO7P1xyEVUG7ikGjpL/TTarXsh0EmHkEiw6g1cQsYBRXgLBh1rCRwABRg4vTOesdqt6nQZPreF9pddpFxwoKKusCAeIyENaJAV8WwFk0TL8epz+DJF/yhACtyhxnsxQwOS/JieJ6QroQBY4QKrsMFTfEbOYnmKRk2dRfh6PsRVjMvHymJo8kUnzPL0eYBV4CuLlejGu1Hh72W+dLDJeMAaEct9ZPcXe0JgKhPoq6WoJBTbd9Pi2EAJXGHJeaQ9w9XAOPaK6Gtj77oxzV+gI/du0d7E5beHX3EsKFK8ahCOCk26cc1I9BqGBGeUSzsYeUdMZlcEsC2JQqIVw3BmcEYeBiMfMwn/oIZh7CuSukOKEI5olIxPdCRBCHFFHgIFq4COcuFlNRbjHzEEUOQDg8P0K5GsCvBnAU6MljSBkRNDMBgqnHBAAsSilwzmOC4aiC33twG9frZ3j60qGY9xbYyTsPm43K2B20cHPzNAnKLmpbvWyOpZ+b/G2vvaNeAw7haDWmghdNV3eO5FFJ1uKI4t3hGq53eiK4rCwSzF2UvcgEENX1rtS7TBpNy6hVFueDCzX/GMHZpIr1+kSrLI6mZbQqczPmRf3Tz9rcj0MHEafwS9Gq56K56cP/NlMbTEz0HNIvfrUgFhJcpBgIO7p4zvzN/08A6nBzymqphgAAIdyopSipDYE4pXU4bAmMYoKYLxgT3YQFahYdjtiXqigcmuHjBJivAdwhJr9iqMoU0y1LNYcaQLNoOQiaNHniLdNk00FUzXqw45Risu1qlR47saqP2aZVxpqtYauMxVpKR10ymWG3aoBOymFB0PbAnRRQIATwXAStHKN3QsDLLqK6nwuCwmYJvJK6pxjddsm0pdohwmd80MoBYoyBV3zEyhA3ESiVIW6URVtpCQ4hCNYqSZsaFXTTcxFsVETbKeNyXi0hWqskgJaqL1yvGiNEu2+UYHalDl5O0c85uOdifKueNJqX5VmritnVHKADYHalgXCzLp1i8HwVw8Q4CeA0eLKqY0XYHELUqqB/24A0pToGAJOrNYyuV5HHURy/UMZ8vZwcCwC85OHgMx7imh3gTwTJnK/7OHzJES8eW1rDOfpPeDh91gKEVjeOXwRGV52kWirniMoEs89MEKUwJmHAoguUXjpL7EFUqofPrwQgT46ThSQQ6b5wjMV2aMCR2pdcYOelfYQNnpDycCLa8j97KmwK1X4k6RjdAM5eDi06zFgdv8QwuPXhfzX8SCVOhESmNMdoWpIavBc7uaxUAkwCHzymIASoVheYRL4AGRodp9tN/vVKEeahm2SeiwDPMsaDCKa+UZ1jPLViBRGObmuCQVgWUp5HUFlT36VKiJ3KEPfPOkm1losAnlzpR+r3Er7MLUW4uXaGd47XEUuACVjARo6DUN8SIOdL197EndEa3trfRCQlJ5aoNduOPvAQkhDqMiPByaOfcjgeE+BGnsaHgatBTRQ4YBEx4CrdKdsuSNGWIQrgErRECwGaFjMPceTAcWOUqwG8smS4c+axkvBwBgF2nCUSjtTY8JhgNvHxB/efwE5liOcv7+WCnfTrYTCoYhz62FkfyGcCIIpBIiTHPs+WLU3PeclWY7PKRaGD18+28OzakZDqPGobHDgcNLBVHsErSVs4IsZ1uvBRrgTItXtaJelnTxAsXFS8KClRyUuWOuJkWkLDm+v+hYELn8amvxfY13hMMVyUUa9Ybs4f4UDjQ2+jw4nQN9/8dmQilltgx51zbHwb2lhYFBJzonTG4fedrKoIgNpdwRgxWyNHPj//B5UMMCIA6AIofb8qbG8CwaSoCOWlHlA6dbVRsDnx5Wi/JfXsOU+Cppjh0h9GuaDEnce48nuRdjYAQNsqVPdnqD1M7QQAwBjar/YT+dV1EIKtPzw1ZbQ8noAsAmz8wWFy3KkAX+7REJ2joSljpfK7J1kaAIBxlN46QDSZwqnXkkxzFKP+3T3dtq2ORIYTVF+bmntWcg56KPLdVn7rMHuRECBmqLy2b3XKGsvpHJUfHCSBlmyTHp4VniB4d4+0OlrCW10co/zabjKzAr2TGSp/8tBctxwF0KMe/BOavC77X3r7MHmspb5jjtr395Njr6QZswVaX39o8lrlncM+akeD7DgBqL52kBkj0w8GRFEygCAlILMF1v9gLzmGsk3vcID146FW/yKMa6DTePXY5LX6C8Zx+TdPsmNICMgsxM3/3NdzWV3nhKD6cIIbhw5IzA0/KG32Nr43Q8KZgXWGceW3pPGLPS8Y4E05uv+tAsI5mCMOUdT+UTnk4L/ZBWVi/dt7Tu1tH5xK8Kn2KHlY0v/jTZSZucapfK9HwOEfXoK3gAZF6nCldApE/2MNbij6RayyzXcAfsfT+42wyxH5tv+ICI9fFjh6nD7gRDhcL4ZLGcJAAf/VX+hKGnQ6rur6ujWhtraynRUBapUFBsOaeO4xMaew8n7GMcGSqqnH4FCGaOFqGonDca3Zwzu9NfB4SeE0M5SyeSCU42qnjweTNoK5WwyYlp2Q6xPNvHvn18EdgqsbPewNm1hMvQzISVRHhbraZy+/izeHm3jnYAOx7ehhSVK2SNThYIwIEJpj40Aoh+PFcF0GxgjC0DE2LO81KdWitDjZZABnFDHjiCMKQjioIyQ98GFoseciJ+CxCDhOXaFaVwjeUnRwRrCYefijBzfxE9ffQrDj4o29LTGm4CDIzgceExyctHBr5wSN1gyc+IDrGEdSql8XsY2zxybPFkrZNEFKXThwNqih1D1ArbrAKKgmta9XaJdzgIAgmLs4XVSx3pxgb+5pm5/JtIS19hizkXWIvGwOLNnnWUgRMQqvFCGI/OL17or+K/W1eeyhXA4xlaB6Fon/k8UKHnQBM6YA+rMydhojnJJ6dh6umP58HNtZGzK3VHKMjroZNFuKoyQtKq/4UdxMwlhYSmpsyYydmC+uOQtzgqy8IGmaE6cqVnfkqTmRTJAtzVHgSOeVp8yiD9JBQToKNQPSuwLJYYJzT+rV9ZR63Ere19JSCJUcKulLexuzN5EcBt7+TrergEjeWyjv+CdP/yBNs1JJU2NZFEnYri8nUjCX93nabiev/byUVnWzy+VIjnLrtMdI5UuPVdquKe9jt7FKSvfTKqvmkK32qF3k2nltWmOWpUP9Vy4q02PMABKxhJowl3WSSLrX1J7LOJRamfBexvW4aNU2xuGEMB7MAH1AQSOABtb61F7SoD0xJux8ZFYaiv/a6YklgXZScdO0cxQCOAvo/U/vabJdJ0TSWYK87wQcTsANM/s4fbBJPuRKJcAs8pYDgKIqpJraYiEOE4jD0fAXSWnKeXU4DFU/FNsuIyBBEUCQ3+dsS5XqAuN5KQG0ypUANTfAcFQtBicqFalREA7Xj3Gt3tPSnMJ6zmOa02mFodcH/02CmFH0+zXdx8z2KgGIX47w2St3sTtt4639zSTIWUajlOIQRwCIPJBDHKGeVq6KjWAx9xDMpLqg2s+U7c4yiVeevYlFx9JrttoRF+3FIcVi5iEMHXiekPIIm6L0u4doCZOW7ixLCjxIsPO792/jWq2HW1snCamB/XrQRSOKe8cdXG33EZWJ5IVy+req1OEi0gkuaI9CB2/0N3Gzc6YZRE0jsTb9c5h5zgju9ru40TwTWkQQfY0CB5QI9UZxEdl5veoWwwlGs1JSfS2Hn03Qywh68wra1ZkGJYNZGY3KvJg1sPudSvOZj4obgro8mf8C6cMPdGwwQ6B16XXiJp8CJgnvRxYD8P9n719jbkuu8mD0GTUv6/be9333vdu3pn0DG4wdvoTETgLJyUfOyR90OFKkRCFSxA8UKVEiBY5EEiEQihBECn+JDkTKj5N850MRuZgAAfwZsMFgu7HddrfbvXvf3v3e33WZlxrnR1XNOapmzbXWu7tNnM0e0tJaa866zZo1a46nxhhPNceVYZWJjkMJUMQKbEfsfa2H1OTzA5l7LicsS87/TvlhoSQSrCIWgJdo4WSUvjoCPry294MAF0vRBJC7NDHgFIKPMPaHVMu6Js8DD+Fb2wOqQstQH2CSQEVSVTvpIw1YBqAc4HTKsATcHMS3xABFDNxI17YwfmgdWQUc5T0Loz9jcTid9vFqcoeLSN99DaSJ1dEinz0O1f5v3/VLyiTAUbQ7S6vJjPZbAKImm7PGkgFJHjmByN+r31nvDpaLYoFuEnftF+MqxK4s2iXaoFNn/X6MdP40xFlkjmZdGtV1JMsrLOqWxCDLK2gmE+wvpe8xISDJNCqtzMq7YvBYKEoiXfR3IKyAjeECs5lwj1WMq1tnuD3dsivvS6SnD8i+i2/snuD+fMPGEr3FMUrBt3eOOyDLiSoZt/Z3WnbScB3Oug4lWY0PPfENHBYjfPn21ZYZDVgL5DDDAy1NOxSb+JtRCSJgPs1RLdIuUGYy1L5OmYwBlDWEa4+daM1Mpu2LWYZikSHLagzGZevSJiYurg3hACUmtihanOwDC3bmsxy/des5vHv7Lq7vnXTcrMJXYTXP8I2jHROjKGVNgBFvmJiIQzDZAXbAvaMNXBmeYby5ePjFJCacno0wUFXrquaOzwcYjxdL8vb8Bgz1tej+xTzHOC/bWKoYcArk+HyEneGsyTObZ9jIizhhRdjvYlwwA3WlULFCmlXL+3WJPPpAB2huihefI4+LRRJfyRCxO2IyZELjjtIws0H0u0sbgJzYSq077rnNBKvH5hj74McpWA2oYl9psmm8NkklU4AaDwApWMpqMTPIVfI+wOL6zMZSdCw6fVYRec7RR8vNDEPWNZdPXscqCZXzPstOaNGQQKMTY7LMv9a0kV0aZ0EMFWdFDVhy5xzAIRIbTkYBg7gnITV1ZJPIXokue0Wu27OvRyS8n4F1pmmjBK7L2iiOe+xlKuiT8N4saSN3NBErPa7DnuUUYqEgrKKnTve8kyijyWItLn59y/97dYu5TMYTynrdOfnduNvaucKbw+xi0GNLzp+iNCY7xka+wNls0Kz8rpXX5p+MFjhdtAH5m+MFjuYjXzkFlt7X0XiBU8m25tIGIHhVOQBQ5wAzQRcGaBGZ4POnNoyrF5asI3REKsTESFKN57Ye4GuHe28P/Xns+ly9UauPSZidsxeXA4hrciAn1XjPjXsAgD9+8yaqMgHHlI1QlAU5tQEAoRKoUhOjpBKNxdyQCXDgFua1N+Huec8K05NXHgudEUIL0JJVeTCgK2OBqcoE+aBENqya+CVpLdCliTHrBNQj/tpmTTg/G+K33nweH77yOna2zwXDXTzv6ckIgyM22wik6w7EHokBJNknkf6tywSvn+3i6d1DUF+fLVHkm7XOmvDG+Q5ubJ94z+R0OsBkUET13ZVze6Y9ZKBLBYZZCFlHmIFikSElbVjxgGbBxRGmmHaEL1zRjzImSxPOigHGwwLh3lTryiMPdOSeNk0/BjE3rCJ53BwgY3qsEuARFzidsq/PZVnyOWhWlgWwWWccyXShAsW+Utg+DVaJToILlW57nqVA5AWMK1nMjSnMB/gWnVXKcSiaW0VYKTS7zIf1htaXvrY5WQaywusIgZz7H7qlMUfd0GSZIVAJLTYxIQGKJPjpFdeOUJa5s8XAXgzA9ll11hXPehVpyzIgFxlfHvtacC5aTgC+2piznjYG+d2z0eoD5AGXjnUkmMOj7q72+ZX71zSnQq8UQjt/2DlMupmF+V2exgLtyhJzULPI4sojsaePmPO8NjyWb7okqUauahOfs/ZquZ1nFGNzULS00sTYGc1wMg9AkwDAHSGzB8diEWFbI/FZRwioR2zc1kRZboV5OhVgSirxq4q1yXa2pljUKabnw/68sRXjvv+2zV2ihvABN4pzvaEtaUy3bdKSoxLGE5eP8OT4CJ9980lURdLegyXXTElLOMB1MCmQIUDIByWqMkExF66OUkFcpUSuKyItpT100H2AKWwTEyBc2gAYsCaBhk2nK+OO6Fzdeqd65ypXE45Pxvj9+0/jz914FcNx4YGd0DkCmoxVnczeiZ21TNeHvcBtSR/G+l5YKACjvL9xtI2nJodIY+58a1iXmE05b55s4cb42CM3cJZd3eWO6p8D+urRhLP5oCG2WEdcXM5oZNwpuVaYlplfxrJxA3h9cDwzzG1uf7DoGF8ijzzQIQ3UOeGN79c4v+Yr7ExAsUk4+ssz1G7OdEoFA9MbjOnHzgwrmetfu5nn7L0zTN9ReBuFmgqB7EOHmF+t/RcLAXoAZB87QD3o3tfZNcLhn1s0u6Gbyky9B99G2H+/CuZuswHnNz6eYnalyylRjVK8/v0j1MOkLcs+ZdMnx7j1l7YAF7MjFMCjl3Zw/NKOr+Tb7/2PXEZ5bcumNUo+aQbyDA8+dh08HDTp3Wp4fXkLx99xParUFk9dwuK5y+0sIzYELZ+9CjWM+JenCc4+cLNlDBPt560Jpu+92Y3lIUMhXTxz2S/LXmPx/BVDB+2OuXIThfl7brRB9BLYjEco3nGjA7qYGfrSDuqnrjb/5ad+6ip41/VhC1KIyJQ38JnQmBk0GrZ1tSfM1+4W6icut20Qn/rJK+AdcV3CcrZ44Sp4NPDfAAB4mGPxjms+uLV5eXsD5VOX/P6zUj512dB3R4SSxGzAGlj5OM9w9r4bYElS4Nq+PcH5i1e6oBXA4pk9LJ7eiwLc4w9eQbU36YKWPMX979oDD9POrFfuDrH/7e55sEVZS+fpMyMcvzBqjpnCzNfBe3LMLtvny1mFNEOnhP33JYYNUT7LDBTbhKN3+wxprrz5Jcbsmt3I112aXVSZPV2i3OTW1czqP5wC0+dK1OJRcUClHgFnz+rOJqRMhnb67AmC5zILgBXh9IkEs12F2CLQY/nmSD4oMasy6Ko73pcKEyhhZEmNqkyNcpgyJmm7d8064ogDnAWmv74VBdl3qM4Y87kkH2Hc2DzFrfMdo8AvKydUYqSynTCe23mAV0/2jAsY0IK50CpRKGARAoVghcI9a2vqTOmwxGBv1hbFwTRk202KsbU5xQcvvYFPvfksFrNsLeuT2/yzQyJADEqsFUcxFvPM0EAHaULlnAuzUtvnxNAroo9CkLFOXtYEXiR+m4jBFTXny0WKokgxGBZW2Q/KqJSJ20nZo1CW7fL+a8Kdgy187ewyvuuJ15H00E67vMQApwmSK3NQqi92jaKdAOJK9woAOJ/lOCzGuLJ9Zubh2P1ZpcwzNe6h47GMozHgpBqHACosv+dYILN5hvGgWKs97vtgNja00jbP6XyAjeGS/XRiIBnmXs0WGTbzYD+dxxadVlgZ+tadP8yQn7aKigMuqgCyL46hCvg3mID8hICvTZo8Xr43h8juZ00dss9Pb20hPTOKgrcnTgkcf30biQO13H7ScyD7xqDd5VzMD+M7hPGd7k0lBjZfI2TnVgGyq9ZUM1ShsfkaoGwAtjtODGQnFTbeCNybiICEMDysMTiq/FnBjszRgxpqUXnHAIDmBUb7FaiuPbIHAKCiQn5cRZZMgGReIZlV/kxqQYqalr2WisHBAlTrYBkNQFEiP1r4bm22bDUtkJ4VXbBAhOS8BLnr8oAfIztetNYcCfzqGunpwgCAYIak+QLqfBG1xKhpAZoXneMATHmx3X5rjWRWNnV5lp5ag8oICQKRCb6v6q7lSTNUGVh8vPvt948rz6z+BwBYgNRe17A+EYB4WZpQdELgNLj3DiBlaN3bpMtbQqhGtq0aho3Q9WNKKDct3TqzeFcQygnZ/WZMeqq56Z9iG6gGsZUomH20Iu83nQH1TmX6yll23HAbMvR2BW+BxM4tw7056qFu35lWQeME2Ll2inpg9tlxLnGsgGrMSJ86963X9vz8EmP2hFmMkW5tAHD2nMb8svmzlpX5sbxlmQwLnBSDrpK/SsiwtS2qFLoyCm2WV6hYWepi+Uz2lWHyzIoeZTxYsFtHVEHNqrJzW7s2PsHdE7MjfDM9JNy93r7/xBgMS2xnczw4niC6s7xsw1whPQ1jlHquT37HxAKNJy4dY3E6aN4JUaM0Afmgwnff+Do+u/8UTs9G3V3dZfXu8kKQI5RolTKGowJ1pXwrzjJhAi64MWVzHRcZg0DnPhABlGtfyWcCpeJ+s7E8zGe5sWgOy87+OwbswKOplq+d5jqtZUdXCl++cwUA8PzVB02QvmtTCEypMvdxe2sqYlBasLC0L+LxDt173GOdYU149egSnt/e724guo57oxVdKdyebuPKxnnzfDKbIH6dc/eZJfGRz3ZTd7eOqkiRJ3ULNPqGh7iGs9kAW4N506/zME4nzLdkzFVlCgWzYe3DyCNPLw0AYGDjdm0ppMm78UkJbHzDDAbduKmZBOkMSBbkWW2ckpEfUkNMIFdKiYHh7daKIr+VBiZvJK2Li7i3+SljcCjmdG0pYQGM79UtAHKuYVaR3Xml6BIsAFBFjb0vzkzQtJiFmID8uED+wO6eS+QpvMM3TtEhLbD/J18+6MxonBh63/GX97txOURQpzOMTmdd0MKM5N5R2wZmTzFN7jxAtVggCTcN1Yzs9X0f5NjZi+YF0lvdNgIAHZ+Z2x5RwJM7h951tnVpJLf2Owo/mMHzBej2wtQbxuCcnnvt9SxM+4fdOYI1uAbozX0z9oI8XBRQb9wHu/5R1NRFJ2egE1EUc9Oe5LboJ0k9DUtzHVkio3mBwSv3fDBjRR2fIT86bY+Lvs++fr9TVvOzrlt6aXGPqSgx+cKdtl+FJEdnmBwFe8pYGX3tgb8Brci793v3jTUqEDWvcOM3HrRtSto3wuDuOW7em5pjLmaKAKo19r4wtSAO7fXaCeTG7yxMHt0uMkAT0rnGE79B0AmbfaxqQJM5N7rHGO5n4IShM2pc0IiByTcUmPImto8BQNt91/5oEw2m8l7UwOL391p9xt02BeRHBPqdTVCNtp22/7deBfCqassim5WA678Ds2hxoSXgx/KwQgRsDha4fzZ5qFXlPK9wNGvduMbDBU4WQ3Q2kVwi42GB2SKPKzAXHAZMQHZGKEX9zoXFWXlWXmeg4JFVzK5tn+L2bKtLshARvVnFdl7wQRsFxwDxovfrH00WSJWGOumqTZ7LWqrx7qv3sL+Y4PaD7cby1CdEABS3IEfeNzJ74uQD41bYSxctAbK0gK24d4FBvz22BJDF2h8DEb3tC0/Vhio5zWsMRiWKuU+oYOLMzOaiulRw1NFxNzoTD/L7t5/Cx5/+Mu6dbeD4eGyYBGP9woz6cICbN+/i9GzUibmKX3B3fHTOh9ct8jR9zsDx6QiDK7WhYi4H4hXD3bL6hIG7pxt4eueooSAHTBB/Wi5p5wXmGq4JlVZIsxplJd4bYQy7S89m/xwXp1PVCnWVGLCSalR14vfjCkCna8K8TpEPKpTz9MJA/JG36Lib4LlcMryYGwCt2xrab7mPBSdo98yRQN+V6UCPLcez5Ih6JRmBVExcuW3MD3XGOmlu6Wid9SYAU53LZwuKZGC1U5JDiumAkarzWx6LHHfKZ7Pq32fzDmepwJrTNl5104TlRhTyqJ2+Lx4k1j4X3xKje45d96qZ0REqOCW/AwjD2CmKpwsC+YnIc4sLGtXbXgMq9Xp9aSpqj8feLn2xQLaN0WuIgBEvr3wDR+5dNBZNWOI6ADPI34z1nnHhx75x84xzahQNR+lONQsKeurQ1TuLSUswAkh3MbdZaLOxMPw5v4nD4bZNMoYQgNl4eNm7181zSjyjYo7jvn4iPHZd+1MQSjQmWdG6enVcOJbkJcPWVjvSAWLsjOY4ng27j36sHKtQDrKq3b8nJuG7KtoYU389gBevBsW4unmGu9OtrttauBoeHmvKZqhU49nNA3zjaMenlO6N04GvgFE7rj3h4FgsNifReHLnGLcOt5trizZTMS7vnOHJ8RE+f+dGnEY6zKi4iclpQI5VENK8Nox683z5njhuAoharPxjfa/mhwHZsryV6yLL4k2sK1tdKcMiF7Cucd26sS0t37rFTc8H+Oz+U/jO66+3bnEUjzFSc8L+dIJLO2JhLQAnK68jBjRXWSqZUFcKt6bbuLZ1aqxXsctbEacDJsymA1wbnmIwbN3LuCakZ7Qs+2oRY3daZIbdTcoSEK+rFpy49syqDPlAxOmsAnQituu0WOH6tkQe/deYm6DdHMDsu5oRkE018nP2J0YBgjoASCgqntUmYiXuDDJ3PqB0dQpNs8IrNg71YoAi0ritOU54yGeOWkDUp/y7bxUcX2fma0BTGyTe7C0i08TcmlYuN0m0KPIoFS8jbHfE6tN7DU75j0losUFXgeeYyxkQMIzpVgHX3F6f+w5Z54Au2BH1S+uNa18HWEjnZHl9IVObSyuBRYyEom9M9Bz3AJgEfK6/5PWtGg/CFXFle2SdYR6t0dknKnCBky5srVVMLDB496gFN7F9rNq53D2U7X+5wOK9H8XcIxnavHkgXJARx+LB1SK9rJOMO2ADwIja+e+tvCQfy1rSMBNVXStFei9rXKQ7QgwoxigrUSzMhpWkGJOswGzek6dTBqCyGoq4cTXrSwdgJdihhDtxAaQY10anuHO66efvc/EJjrnHz5EZnEsyg4toccvc1oBGGY7JxuYcizrF/DyPl2OtOfmgwndceQOf2X8Si7kgdgjjhMRvlRp2NQ/kAEjz2rglzm3s1rK+7+kHsyGnfEfEp9mHBTkPVUbfPWOzB0xZpBgMI2DHAgEWro/h+qcrn2vC7QfbOK8GeOHqvnFhC+4vizH94GgDm4OF2ccn1rwLWhDWzcea8MbxNp7dOEA6qgy18wXKcG2tK4W7801c2ph6x1UpCAlixSx7fNj/ns8zjPPSb0/G/WWwASebLk6HCedFhvGg7PZx72JF+wI9nQ+wORBxSBe4J48+0HHSvOTFCx2mf4sNhUJyqtsXPHGrFDSWoOC4LNuVZ+qx96hvlVb8dgpPkz4ESy7w2CkgUgKFy1uukRaEYOU+uqeOU9LCc045DZVDILqpo6sjarVxv/sU4JjElqDCYzHAI+OF+sCOBAGh8h+xlIRMaM350Aojr8edc5abvuvsAzh9lqBI2o6FJ/xeBvbct/stacWD2KvO7z4QHUpILx1rgwoseT0WHrlZZ7TOGAU5M6BU67oWigSO7qcE8MLi2jKoGeBk9p8CnMVHiVVt9/x6HhzcPvNy7o4tcgNoNgL1Fm9jSgvBWHkEO2SUZpRlveaHDhjXHruvfRPFdn6WV1hUkf1PAFR7Fcq9qreIFiSZG5xY+ta6CuJzegtgZIMK8zJdHSy/DOzYc2leGfIe8ehleYVBUpmg6VDhD1fBl1hnbmye4g1LZnBh8dyJuu1uz3XBl8o0bmyd4M7Rpne+XQgxyp5KGC9c2cdBMcb+4eYa/SkppP1rkiDnohvIunqZ4cW8LDPy/6nJGgC1rlQLdpLQskNQed0cl6/3zvRfEz539ybetXUPk8kcksaZxdADGya4o9kI1y8dd4DoWs+Rc42T41l+IuKsMdPpABqE0XgBGtQXsliweJfcPdvEzY3jzj5C1dhehxxHAYiJCvnfdZkgVbpT/rJyTmZDbOXtXkGzRY5RVnb7OIzRibhhFkWKUSr287mAPPpAxyoDxaaCTttOa563BCYQWbifuPP1wA4SoNl7oun/BNA5vMHg2I6qMTe01I3bnH1e62GrdISrs9WQmvY2996yOBkGp1aRciO8HiZGaWP4yhsR9CDx/puGG0VP5+Kc2EuHU2Xcc2KSpR2lsSEfcMppCEaIurTWoXUG6CrAkl46fPLTpF+RTto4FG9jSucuFVPolTKfSHA+pf3uHBSzirhziQA1wnpDiepV9KnPnUuJPXUcsJT9HJTXseo4kZarZcAkbIcEzX1lh9agPgkBrRtTARDvjBuRhpU517hIyrEt87gx1eQTFqqAYtqRA3jucdwCgKZ895woaqme3TgQwMOdbzYGldWJuQFyIYTQLJB4rGxeZjH3O8s0i3rFvNYskMRAjqtfXl7k1q3cZPixvCUhAsaDEmdlHleKUjafTsYWJM3KrAnwHwz6QVNUGBjkVX98jk3T1osouHYyHJZQCx/M7GzMcLgYL98kdMXqbJJqPDk5wp2Tzf52LpMlVoT2mQgKttakjY055lVmSAB66iZijCdzPL+xj8/f7XFZC9pCiXmYOYjJUZleDXKWKdFV69Yn42f+NCSsZ2m9va52AuyMArBjrTWUcDyoXRajjUvXF45u4APXbnlWHe81ZcHM4fEEo6xEmguw0WeJC0VuAntB4Zrw5vk2bmyexpX4vpUvd8gCppPzITbThbdXDbFhQEwHtdkfpzkBw0hYUfedALTXIquuFWqmZnFl5XUxsFgYcOJIIcp1wUrE3dIREqgY0FohjzzQYSLolPDgE3PMrijv5c6KUGwTsr+ybxiZnGJj+3h6nZF+5BA6RaOEOOWhfu8ZihdmbVkOBCng5oduY3G19vzyiQ3d6+X/7bbxYWZ4D8b5TcLse099NxSYdPsfIOx/MJwsGZwleP3/BpzdyCw44iZPsZXhtb+Rox6lYuXC/Dh9doxv/JXNzqo2MWP/Qzs4+MBue1BYJW7/hUsobgh6aRggxoMcdz5+FXo87Ci65Y0dPPjo9a4yC2D2zis4f89Vvx5b1+zFG1CTMTqSpTj68PWWXlr0h97ewOkHr7fKrquPCOUTe1g8d6U9LpTy2buvtdTIMi4nTTF93xNxyufJGLOXnoiCHb5+CeVz1+G53rn+eP46cGmnc47SBPNvexI0HJhz7gOARkNzLgRPmqGv7qJ64Ua3fUQo3nkT+tqe3wBt9oCYvvemoZeWm4sygycjnH77DQMmm8aZfqqv7WD24vXOPXZ9WD55yT/oLC+OXhrwSRaGA+z/OUEvLcotr+/g4CPX5EU1P89euoLz9wRU4QCgFO7++csobkr6bnOv9TjHN/76HvTY3EtDHGDb/uQGvvF924AgKHCy//4J7n9o4gMqa/l888/nOHkmN7FuQLMIUY0U3vg+jXKkOosa0+uEBx8r2nnIfhMDZ8/WOHux8OJ1yMYHJt9xhMXl7mZresBIv/MQ1UiwxVkAtthhzD48bVwXmv3DGDh9Gjh4X3udMiZw/wOE06eSePzOY3nbZWOwwHSRP5QyOhoUmBatAr4xXOB4MVxvI00CoBjjQYFiWXzOOsIAKbMXTyLd+Am4OjnD/dnEj6uJltG3iMIYjRfQoMYq5JS7hxYKvvuSJRrXN0+NNce5THVWo401571X7uBLx9cMrXcfyBHlkmKfTpzsRqAD64q4NlgN3uO5XmvNaW0JrRNr9Hu4PrSyfPm3VuBSoS4Nc2A+rHxQwwRdqS5TWaRMXRNe39/FRlrg8m4PkLCiS4UH52MTqyNN7OtYdfpcuCKWCa+ZbADZ7dNNPDk5MgBuWWzPErBVlQnOqxyT0cJLp0qK74GT63YRRQKcEPDYD2vCvMiQ5RELswSGYozUlWlT876qCRoBWFrHhdXmLXQSr3+F/JlgXaOacfm/DJEUjmq5vRf5MaP8L5eRzoO9LcjQOlcHu0isskEMaKe4/MkGMqBhSKLa/KYauP17NzAQq1putTaZAfd/+wayBXz0z8D4NoPvbfoMarade18IVoYZABGorPHEfyNkpyVcjJCT7LTEk5+EoW8GPEVtcmuO0X4Cqlql3sXy7H3xvOsixQzUjKu/f4rkvH2LNTE5iwJXf/8MtCh8hZAI6f4Z9s6D49ZCMPz6UbvqHqz0D79+CD2bgcYC7DADZYXtzx+0FM1iuUqdTbHxcuVbH6wCn905bpW2xrHVKI7D1w5ACxkgZ/NVFUav7AOLAp1Yk+kMo6/ug6UVyNar9o+hlAI7i5QANdmtA6CqzTluQQZXNYZfuw8uCkDmYw3MFxi+ut+14miGOjiFOpl6jGymSEZ+6xCoa3Rid+oao9ePQbNF55ppUWDytRPjtibBKRHUyQyDeeWld+0f3Ds3FN2Rtxq7/YIkKFQEKivs/skZqKw6b+X0eIbtr0YmPCKMb027x62laucrBdIjcV3KXVeNS1+smvvMRPbZZeRHJXa/rKJt37hdo86DidhexsbXgcGxizWy+99oRlIwNr6SISm7QDc7A/JbuWFCSwG5opycK+hSrLABzTN/9mBsGCAV/BcBmw0YEwFizPWZF1xxbOty85Z1Z1MlIVnY47qdEwlAMifQxd8lj+VhRDFGaYk7xdaFsxIBk7zEgzM7RxJjIy+M1WMdYYBS9uNz5COwJhhwaSgxe/GoEtDWUKtSjUuDc3x1/9JqZVEqlHaMk313Xtk4x21JZvCWIqx7JLJ6P5oUKLTZmDOanAzA29maYi+f4rO3nlzJsuYxrElXOMUYDAvDrrasjAsCjbcN8CwLzo8op00bKgVOe2JfYtUoBi8UkBrlXSUamWPbcvVro8CplKEr9PcJm7ifzz24ifdfehP//XiCSruJtyunZyPcvHkX97NNaMnAFvoWr+qLcCw5hTOmxLOxPClijEYFzsthvMwVwppwd7aJK5NzHB1NmuPJAhjlJc5hy63J0rqj+2zLBbjwOIB5kWE0KDCjyGaQ7lpdmwHjagjGeLzAWTEGa8KiSg0F/iIVrne0GlRqQ2YwzEvM++rvkT8TQAcwhAParthqcdWkgeyM2/0nxNNIFZDW9rh0eSY0++6wY9pzAwRGUXDMbtJyQxrIztH45Dc00QCSAg2TE2DyOCCRn2sb7I/WlcR+Dw6rLq0zTN7BgVH4/LgAhppVBrCIVW1XbmL3hukWSEiOpi1gsS5EhglOQx2e+TvW228qSlAhd8Nty6Z5oJC6/LUGnZ4bWmKZx1kIzmbxNlY1qJ77oMpJUbbPrnPfsu5qdD7rlgUDFnB63p0SHb3z1Oara0jmNC76dxDm6dwDOM11sQafnZtyPBIGZYgOziLKPQBeFMAiegp83gMIANDhSfc4EVDVUA9O4Pk8uH6fLVpwFNwTdRingjZptehv0Zt13aUYF3WlDswG9zM5MHU1wJUt5XpCGLxxFABqGFBV15i8ctheF2DPAcnZAptfLfx4FLvyN7w7a13o3GkNEBg7X1t09o0CAelU4+pnKxTbKbSLqWHzjA2ODdjpsJkxML5LgrlQFKmB0dfz1r3WGdu02a8keXnc5JExfukU2PxK6sUAuXTjO9weD154O1/RxpL0TdAlH4svKmGkSps9b4DlL/pOZsYgrVAsjBJOiQFNi8X6r3WVatRa+TEi4l22ljigntUoqtSLQc3t6utisSY5QqyNCePG+ARfuH+9bddF+klKTIkLy3MgK2Fc2zrFnWNjzYm9VgAgSTTee/k2Pn94wzDXSeWt53pYk38tBOTDCmWZLGdXC9sau0SZt1RguXdNNENEKV+VLpanr451XI1kfmLQ0L37gXJhXNh0pu0mqeZe1PMEyagyr8wlwJCZcP9wE3r3Lq7unOH2/raJi4pkqSuFo/kI25tTHD5YsmBw0bEX9k0w1nRNuDvfxOWNc5yfDn13wxUgp3l1MnBwPsaLl+/iFcVmzJIhJMjTqgGQ6WGK6krZXVALn/tItWWZYG+zxJFrX/g8heOACWdljsmgwBmNDKgrMwyyCo3WFaRfJudFjnFe4miNfpHyyLuuhUxpXiyOBSptsD9av3e0SoCndNib23wHezU6n3ly7ifcAlWTwHzcnj4eRbSrQwAeCgdeOGfJ36p7nGqxKaMANuZkMKiY/U8oUoEM8pK0osTKC/NJl5gwbqOJ97AX5Ni/1gmGX2YnF9YJLyYnvF6O0DVLCamiPRps3f0ALYCJuLP5dcfO9+Rb1rYA/DbXI/sp5lAdHlsWkyPbLvtWlresnbK9sbwrfB4k058EPZ22xBYC+spW9iNJD9jGsMlnNYjxafsD0CmhGic2bzv3SPAQzgmkbZkxPSMgKAnekU0ZnfnBzW3SmgN4gC4avwOR/iIK72O5sKikhmZqV/AvoEA5X3VdG5eqJNFQYJ+IQN6/yCptnldYlEI5p560a8hgYDYdlQr81niOw8V4uRvWMpcoYmR5hVFS+mxr32QhArJBhUzVmE/z5lg3HWN7c4ZJUuDOkSAgWOKyBmLTHyJNmlfGiUACpZis6TrWSKZXx0P0BoKvUX5EUelMrfbcw7hmAgBrQrEwtMTOtYvIANEmXieasX0G6lrh8wfX8dLebSRpHXkW2mveP5ng2sZZhwihk3aZhMp77L7JPtOEO2ebuDE+uXAMSvMKrhWm8xyTtPDjdGpAM5lNVzON6nJkIZZ6frv/7nVdKXO62Vy1p1Hi2s7mA7NRqE07Kyx72yqR49KC21mRYZIV690DIY880HHmZVAbPOw+zbhrAA016VmAIJ0iepwTNKurbE2BDTgieLSwoUIRew6atjTpyD8XrLy2+WMzsLx+cV4qcu6/qK9nNreFdQdX1Idfkg0sAUcA0NAtx8pxyn3MlS6wbPW2PwaQnEVnifQG9Idt72RU/mcdWVYX6+VlxQBQT39yH3jo64vQVS52XEpglfHbpNp2dYgnVvT1OvdCjjnZljCNPd+4roVl97gOe5YbBbHhKESZIn2HvQythTdI2yymBPOTqRcNYImVBzcPiXQs8svFHJ2JOUkcd+1pCBYAb557LN88yfMaZZ2sGVPjj+ckrVFp1eTN8gqFTnxQsaLYQVZhXmQPBWy89xExhlmFoki885fH59i38Tn95QhlWVyje9w2x3McFiOfzOCtAJ6YIh6uHhBjMlrg9slWf9vJgM13793Dy8fXUJU9ljRpqbDKeXPcxuVkWb18H6M15WHBhNfO5v+SdBdUNJ08bPt0TSgLuycLtW1g68IWUlF36tWEB8fGnevKzlkc/NlrKhcpaq0wHBf+6yG0YsX6IAYYXdoVfXZyPsRmNrdALL7nz1JhExMzqzMMBy2zGTGwKFNkDvwsKzcEPOQf55qWExJErrEoLQGBPVcUCQZpEHe1Spq8KQbWOnURefRfY+IF3rIQ+YAmZJ1oLDtOgQhf+qo9Dq9csUePUxjs/4bqleApI23ciA+OGoAjFTP73Ry3VqlGdJuetGVEk7u6r91nESVUWgSkQuvaFQUqQR53LFZ++BvoV+5jQCqUmGIulV/HtBaW2WTpeZBCyuiLyCrwEzsXOxa4tnWAw5K9d+wP/3uVxMCj+5Yf4dbYyad13NoUxk3JOmIftGPNPNfBGGBxf4javpFWDOm6JvMA3ozYghKR13teg+dPApWmLrlI0s47cp4x5QKNNUfORxK4kF1QsXVxwu1ioWNZS9rfWsxfOm2ZI735jNp0bNuoU3ee+mm4H8tbFiJgkJWYVZmvaC9TiMT5PK8wr9q4hUFWYerY29ZcdR5kxl0qfv4C16IYeVp5ewGRYuzkMxzPRMwBU3yvkKBdsozrG6e4N90E94Eb2Werrjt4PmPpiQCVMq5MzjFdYkViIozHC1wenOHNw+3umlOwqtGwrHkKM5APSpTFGvTePe0N235hBXmdOmPKek9b+l4XTh4K7DAa985QydY1Qame50b0dV0l+NLRNbxn5x6SRMfHNxsWvHtnG7iyeR69XgrHz7pjT0rEla0qU8zqzJIJrFEE+b8p1WANHCzG2B3PvDIWZYrhOlaUNWRRpmbTz9hcFXlWqjLx2NJ0nSAlY2nsjNUloJDIWOZcWRcZ54880FGV6bCTZxSqgWEWMu5cBnzoDDh72q62iuPQhl56dpVBFaBqNG5qVAPFnkY1MedIA6omkKUYXFyuUQ8ZyQLtfhZWiZlfMe4vqjL1qYqhKqDOCfPL1KR3m4aqirHYUig2lI2Hse46lrRgdiWDzsju4WHiZaAZnCjMrw5Me51rkDOQDFIUl0bNMRn3U28OoCcDm9BXSuudsaEDljE4tQYnCnp73NL9CgsBZyn05qi9IWI/Hh7khnGr1n5dzMBwAIq5IwHgzXFLFS0/aQLeGJknItw7KM98pra6bts5HgFpaogFZAwREWg8Qkjt3Jyb2OsKWdLSBDTIfUBiz9Mg71JWMwOkDONaEigdrE2MiWRjE22hNAFlWUOsIIVyvy4PvA0Hbd2ABSKWgGCQ+28jtvcmTcCDwNfepctSw9QW5usTy4bGjqkvYn3hQda9x8zmXobtcFWOcjM23B5AwjVOj0x5nttazYBSqEcZGiY2AYA4a+nbXSwQ7H45OrPAxY55qtpnrM7N1KpqMweZOYIbFjXzH6DKPNOqNnNR4ybAdg6ojI+1AzhUE1Rl54nazGectPMWuXnKPUo2bkfZOQzazDsNiAne403cILX/H8s3R1gT8rTG2ULMSzEXFw7O2fNDZ42xMs5LnBeWvS1WhryVpQIpRqJ0f0zIqlsvylQpQzOBhdUlSWsMVGU3zrRMacRduuwl1hlSwKXBOQ7Ox+Yd2temxk1Jan9yLuq5nrC/7e/ReIFCJysosYEX9vbxyukVA1TYf57CtpBi46Io7g8pBjO1MVoXub4wSfDKk8cfSmLjLtZfTJZemaL1xeqPOhfIa4xdJ8NadSw9cdMeQOslLmzuWhi4c7SJSbrAZNwT2GrrPzsfYiNvNxDt9ciO9UXsWKSOsDzWwL3ZJi5N4vG4ffnkOdaEg9kYe8NzyH2DyiLFIKsCC1Ws/Mjv4HoXZYo8rZv/y4RZMq2ZPKxh/sdcA/v60JbF2i9rXXnkgY6T8+cqVBOxomqlGhP0u87bPXYcmCSg2GEMnj9pmNUalzMGBk+eob5atFYeNxgIuPbOfZRbumFqc0BH58De+++3O9WizTu/DJy/d+61zdV18gJw9O62bXKl+c7HGPO9FF78AIBqkuL2xxJ/Lx0A0MD05hB3PjKILv0cvmeC43dM/FV3u1J//zs2UO6NW4XPnR7kuP+hLSDP2iUl+xRWlzdw+L6dthxheZg/vYPZC5e6ii4Rpu+6AhqNmv/Nd5rg5MVdcED5DCLozRHO3rXbtbYwo7q6hfIJ2w6n0NvZdvHMHnhrIpLbtqQpZi9c7tBLAwBGQ8yfvyIsEm5pXkNf2UEVUi1bqZ68BN6OBDkqwuIdV0F5ty4aDVE8f6WtQ1h59LU9lE9HqJYBFM9fgd6NsDkphfMXrwGjYecUj4c4e+mqsXYFoKW8voPpu+J1Td91BeXN3eg5j14aaKwsPB5i/yOXW3ppAaCLmzt48OGgLjsOTl7cxel79qLX9eZf3MPixlZnHOrJAK//te0GxEuwc/7sBl7//rHZP8q5kNnzdz88xt2PjNHsYQX3DDJe/74Ux89bUOisqWQ2IL77AwsUk+70evYU4fQT5z7ttB1CZ+8pMH3/rCUJsM86J8Cl77qL+bWqifNx81g1Yrz0519Buanb9LbsYpex+b/da8lXGvBDOH6xxvFH5gLQoJnj7n1PhaN3KAviut38WN4mqQkJMU7ORp2YjUbE+ADQvACIgEFq42vs8UlWmBiZdSThRjG86IaUntisSVpjUQoWJTJ76szqrAsW1l35tvE5CtyAJdPgcH5fAepi0rRTvFDFavLueIYH52PD7hW22R6qc+DJ8RFeP9pZGULprDmyPFKM1LmsxdocKn19lqVlAHCV9CiVa+UDpDLykA3oKbdHdE0oy8RsjBvEuNAKqw5bq8krp1fw3O4DzzofSl0pnJc5xhYQLe3fsM1943vFuGVNuH8+wZVhj2vdkrJl+05nA2zncxvPZI7VlUKiNOQGss11M/zxJ57hmJRlgkG2gpZTAjLLtOaISVgTyjqJu7+FMR3BMVdWmuoLjflHnnWNFUHVjJufJLDSzUufmMEgDI4Y2a9NwMoOCvvckwbGbxL47nbjEgK0CgY+t2XI+ixzU1shcPR/XcOwEvfJKgzpOXD+a1eRLNq0bPWxjTcYm68P2t3VnRBw9TMaseBpqms8+/+rGhpbJoBglLv0tMRz/6GEqrqDaePVM2y8iujTe/n3DoIObGfR67+xb1bKbb82/Tud49p/v2usSTIQXGtkt4+wd+/Er8vG5Yy+ut8eD1yfxl+4jep8imRj4relrLD9mdtNO+Q5dXiGzZOpZzVykr7xwPyoax84MWPw8i1TRNAXXJYYff4Nw3oWnjubYvjFNwQzXJuGbj9AjzMIkq/ebtNKoFnXyL3yuDnPZ+fIv7QAN2xtugE7dHvfPMSSrY0UoBn5l28DzC31NGD2iqlrTP74TaDqUo/T+Qwbf3zHnJNghwjZ7UNkd+JLW+Mv3/fJHaS7V12b8hzYcdao8xku//Zdw8rnYrVsmfmbR7h077RTDwBsffHAt67V2oxHrXHz1w9BRZfmWk0LPPVfz6DOF831EBumtvE3zvHUftZYSdtMjKt/OPNc18DWJVQDT/yGRjLT/hzAQH6mcek/D5GfWQsfA7AAZXyHUZ5tQFXsL3gwMH4l9/fRcnNRDdz73DXkZXuOrMKUzAmf+8wLyM4VQuKU7Jhw8IdXMKzaOhwhwcbXEujMt8ARM6gGdv44QzIPXoaP5W0XGtTYGsxxjzZRawLSCNVd2P/OLY0M41pl6ZZVYhnYiiVuaHJ4K0aSaBTC9e2tSENqIGRruMBRMeq6nLF5fjpsXMLlzj1yG6MFjsvhaspmAE2sjab29zoSpFMpYyNf4M0H29E6XPJyk3BUjjCbDvxrjNRr9szxAV9iYyZ03W4a6im4K67hLcXj9FkZHrbfYtaUNVwopbdzZ901lp+BukwwGJWoKwa7fYi06UNKxLFOZeYV+cbxNr73yVfwet69jOb6GXhwPsbeeIaz41EXbC7rp4v0o03rrv98NjBxOolGVRMIK/aekkWx0f/KwmysmQqrB2syhAQJRxYe0L8wEDleVwlSpaOOGG2Z7PXDrMowzCqc2WueVynyrMICkUVkWYZND2LAPieLOsUgK3FG6zM5PvpAxwETonbXcQhF3YIa46tug//dOBDjlOoA7IiYG9hVVFXBUyaAYCFIi3MSWNvFiebbuq05lO3vocOCsQrRvTpAJj8FIKcBS7UrR3YUt991XGFFVXdGdrOXThUo6MIlqpfhquoxPxIBZdkq7mH+qkZ3VgzaHl6XAxARG3Q0HsexeYVPugA0XGkfYIRpJIiT50QfMXM7zCqxR42MaYIBXZ1yAHMvncj9d0iBw/4Ve+xQFazIyH5ygMVRQrt6q6APhVUMRbAPUee6QxBhX+yOQloFZWoNKnS0LLnnUROn485NF37fud+1RnLcpRGnGoCukZa1F7PV0L5Pq/Z9lZAFSGZcDA7LFgSRoVqHIqBmDA9qs08OYF1aGKQJyYKtKxraOcQ+5452mpP2mJtjspP+l2Z+aNstyyMgKYHkwC1ItPMcAKRTbqxJbrHF9CNjeKCtC+1b0aQeyypRylBLM/eAnD5hAilt9r+pLbufAhTsf0/ptt+RotOsRlGFrrLwFZ8GWC1pD5n4nNPz1kLMBOwMZzicj/qVqEg5/n9gbzTFg7nYbHRZH7lzHQAV/F7RzcNRgVmVQZeqq4DL1+EQeO3kUgtyeq6TEt0CMHdMGQKC+axH0Xsr4LMPYIQKuPwddf17+CZcVHrjLSLXwtq4+qVZjVIAYK4Ns5h2r9cIeGQ2e9acVwOUG8G1euPEpNvYOYJKGXXh9xmR1Q0uAnbCeJ/IAkBVpqh0gsGwRBVbtFgDPNa1wkKnGORVox6wJlR1giStURcK0TlimcjFN9vnlGiw7mkj4LVzVmaY5EVz3YvSuNKdLq0zKEeZezmvUgyzCsD6QOfPhOuaccGQgwyNK0pzLxyggACSEaYjAJ5rSVtem965fMiym3QaHfDTHmfftU78blxnXIC1O+YksTubB25lreLo2sKtIquCMkIbuFRkI0o7hXEwshxZRpAPQA9jWXfS4LCswCUpWocEbU6cEhtxZJYMa0tppWMirCsdke0J2xSrZ5kzcHhtXr5whSYCvgATuyXAXfRa143wi42VZXlj9z82Bvr6KRx/on5v/6aesbq0LeKYIQwgYaER4yQsP+au4j1PLWCKxqv2ePRItzXTJpFPicTsl+cAkowJ7CyIykWcWJvkvPZYvqmilBlAui8IPXYfnOuaoJYGLE01qGv5kO+T4HiW1iirxK/HjQvtK+a9YpXKPK0b0OXK2crmOJ0bV1FvqiE2YKQvfsElU4zd4dQnM7iohNcmf0eUTSJgezzD0XTUbVvg8pPOgAdnY//aYtachP37QiagvqqSZj8dUrw2k9RKV7U+RTi83r6+byaetZpzsXZE6lz5yo3kqSuFNK39PnPjSY7bSBuYCV87vYTK7UXe0w11pTCrLK21SyPiRVbKQ7gEsgYeLCbYGs17ntsl4Kopg3BUjLA5XHheRYsqadzH2sSu3LAQxO8/A2DDvLY0Jipo57xMMUzbvXuKKkGe1N3702dpdGXCkiHE8i6RPxNAB0CHFcywNYl+JbP/RUjP2rCuxcCMLNL5uCOiOITH0AKMxg1X+Ox7PvoxZVCzBUXU1l23sx/3gQt3TOTjUIGOKefh8WUiy4+VFWPcchIBARRaN9wnvDYJyiQgiqULhMO2RRXwHids5u65WDvld9P/EYC47Bpj7ZdxOyEb2zJxFqsYSF11j8M+dsdi6VaV61jRloGevmPOimJ/L5Wwjp7rboB/NE5SgPywadLS6tJILormRQnPWustZETKdWEDTGhmazNHkFVI5TE0im2TzzKqxeYk+dvTOd3cRvFN9R7L2yOUaBPAr3sU/ljf23RJolFp1QCNNNUo6gC0AO3/yKOUpzWq0I3FpUssGHEu3dELsN+KrXVJLBglwCCpUBSBa9wFBpRSjElSYLbI18+3bOrqewa8Shmb+cLs2ePltQsWwrqVn7DZrHVZnU4RbxRKBpGJzalDa1pQ10PLMitDKOUSxfKt1h1zWVwjxmSd8lmLWB0huiYkI6PMe6xeoi2sgf2ziQkhsHGVMnBfAr2j2RBb4/majVsiFEy0PYCPmXC0GGF78NbqPFkMsSXKYAbKMkWWiP5a9jyQ+ATHmWGsQ337DAF+f7OJ68mTuunnqrIU06Gs4epY1gkGSdU/L0XkkQc6jdWrZjHWIvvTAM1Gnc3CjVRUVHssusleZFB0wFBzoueYQNHefKEigASw1LPkXWdHtIsTiCh28rhUFENq5nVX+YOym3L7yg5lVT2h4uzy9IG0ULnuARDenjmhwu31RfBgk4q3ObQ8rQsS5TXExOtX4aYm2djC79h1BP+jVrOw3j5XQdlmCYBiEh53bZB9LoFLXzkBIHZsf6Qjfe3u+TILovL/h2CnmRdq3Xl2m81E5fWwBC7cLFx03qXs0to5qaF4Bpp4myWghBgNeYKcy7x3qZhTWsVU/G/mviB/4N3wWN5+SVPGrMrAi76IPityDNhBlKZm/x13k7K0xqJeEm/TUVgYaRJYYWLpVgmZ+KBaKxFoD+isVWi619MD7IL2ZXb1uZf+uqc9S/8D3gJDKKmts66E21pDUmCz20UAqoFO/FHwIibFHSCrEsO01jCwda5hXa0/kIjLkHcudjx7yLrWkZCoIBZoHpHoazJSRl0lSNNgQ1T3M2YdE3Uu5hny43Ay76Y/nw0M6Gg2yLxAf8lJf9mYD9zITuYD7OSzC+8VI8s4LzJsZD5NdVUmLVsasPxZD/TRsL1VrbwYoKiE94rqRm3RtYKiNa2YgqiFCKgqZWKELmByfOSBjvF5J9z5iMJiu3tnyw3Cg++ooTPqKAXzy4yzd5VmjhCKADEwe7bE/FrdWfnlBJi/OEO5JaiqbZn1ADh+X2mCkMVzQwzMLxMevC9QwG17jp9Lcfxc6h8HACLc+9AQxY7wVbRKVj1Mcf/bN8BZ0tkvpLg0xvGLO+aQtIQAmD21heL6ZqsECmVz9sIlQ98c9nFm2MnYUT4L0ZMRiqcss5qg+gWAem8L+pJgBRNARF/ebRnIGkVSAYkyLGNZ6ivCzODRwLCdddykNHhrAt7bNkkl/TWzqWs8im5kyVf2QGn3RUtZBlzZhWc5ccrtxgTY2Wr7T/bJ7nbLJucVqICrl3x6adsXlOfApV2/LEdlPRmDtgIWNwdydjYNLTXQocbG5V1QlqGzMWqaQl/aaV39BMEAj4fQOxHGOAB6ZxM8GnTBpbu2GGhRCtWNXUMHHVhceDxEdX0nmq/e20C9s9ECE21ADicK5c1tQzEdjt80wfyZnZZgwfYlE0EPM8xvbJh6PVAOFHtDLC4NrUVFgEMCpjcGKMdpu9eMo8xOCKdPpobJ0V0Smz4sxxEVTqUAAQAASURBVITZVUskwfDi9soNoNxqn3u50FLsatQDO760yWwACWOxq9uNQMW7VWdAsWXo6z1X8ZpRD8n4qHPwniVzvM4fo5xvtmRJjVorUBb4M4fv78itSBNrwbEyyMyeOuuujFPECvOwohIT6yPr1hkwqzN/b5gLIufRoMB5nYPr9QOyPZHv89IHYh2xz9pwWOK0GJjA9lg6QqP0UrOWJp9z+aBxC3RcBpiNXcsyYn1r2h3vp7Vd1lbFjayShwVay/LKGKCedlzUhY01QWsTYC+vvWFgWyKaCaoUxfZ0WVmkSJSGcgxh8jqibexvL4C2nRELEpHJMy8yTNKif2+gNcSVIRfltSYkKgCGsWunnuNAc31lnSBdZtEBvOt37rnOXZeZTExhuIhR9FDd235gdqBJr70fO/BnAOg0gGIZ7bdYDW3cRBjR3c3ligGn3CgXMqhYJdx9Htykm3AnvdtbgzO7cmxXkF1dOkVDVR2uWFdDv52NS5wiFNs2UNtZfmzeeqhQbJGX3km5kaAaBcq2A0GXEgOcvL4jIE0wu5J1gIcBHxkWe5lXTtOOjRzV5sAvy0q1M+zuN2NpoasNUZfbDJIISBSqcRZsnmkfrDyFHhsF2Cn3zAwigh5n4AiYAQC9kduA/OBRSW157lpF+znPwOE+Ne6+jHKz30zEiqE3hl3gAQB5Br0VAUcAeDKC3hoHBy2Q3J1Y8BFaogjF1YnZF0fcf2YGDzIsrgumOxGgr7fHKK+M2zpEWxc3N6B3RL5Qwv2BYADy2dPjaN9X2yOcPRVcsx1D0ycnmF8fe29Gt3Ho4buGqLZH7XizafQwxf0P5Bb4t4CamLG4PMT9bzf3kuxeSm5PncN35Th8l73Pmj0Ww3vfQTi/nvp77wAoJwoH31WiGgrFyq4Cz64STj+w8OYSN0dMny+weNesBTmCPODm++6i3NPN3OFY1+oB8N0f/hKqifYVOwCLPY3L33m3BUGir07eU+LsAy29dOPeRsDBR0qcPk1vSd95LKslS2uU2lgOfAU5kjhQpNPExtdYGaZd1jMvbx94isXh9OER5y4ZtCnLauNGJ5PmjGmVxzfBXDGwyD4vw6zC3WUbhcakr+jYqr8s1wKbzeHCxBWxAFciHRHMnlZRC3dwTL777XlKjOvaRSm9L+RY8c14cFcVuQpkRYMUgyTdtdWVbaoqQ0rgHV4GdBpgKua3JW1ibRjDBoNyZVpzfo12OyUz6DM33tyeSuF1LRVNwKxdbCjtJp1SN2RN5jW0yoqyxvCpKoU0jJNZko81oeIEyoIjt5dOpy0Zd/swiOdrbtsFxvkjz7oGmBXMK39o+0rsFg4CsnPG3mcTsDJUsw2JBAHDe4TBfobGjURMXOOv5r4Lm1NAaiD//Ni/6XZMJ3Ng+w9yn33NyuguY+MNUw4rG3tg69v7k8pu5Ac/ZqdmPPFbs4a6tilTM7LTAk/8emEUfe0DmtGtM4xe9xVwJ1tfPBDtJk9R3/vde2hchJrrZtC8wN6n73TzECHZP8Hm/kkDRKSSmb923+8EsdKev3Ib1Wzu00srsxHk6Iu327qkpeJ0iuHp1L8upQCtoe4desdlUH7y9btB/IZjHVNIvnobLGmb7W+ezaBem/n9V2sDsh4cGsDiLXHaVZtv3G3KY7dRal0DdQ31ldfNsCHlWw/Op1BfO+/2EwDce2CGiTxmv5NX76AjmsG6xuDlWwjjc4gIOJti9AXBTuaY15iRvPkASc/baPTyHVmQf+2sDaNc5rOk0GyBnU/faqmlgeY7e/MAO3cUYm/4jS/c9wkITGmA1rj663f94zavOlvgqV+577vG2TSj10/x1C3y67K/r336tLXYuONsnudn/vMCzoJqCAzs2D2p8fR/VAC0547GBGy+rjF5M2/iadgtegDY/lwOnbf/3YoxGLj/qRsY1mgWXNyzns4Iv/+b70E2b0EV27zD+woHv3MdaSIWepT5bH0xA3FmaPXZMEY6ZrZLv50hKR6jnG+2pKrGvFwz0L5ZjDP3JU9rnM3bPXSyxLqyrVmWSuwGnxe5zWKsyjalifZAF2Bc106LCBHBBWR7MG9Y28IppVfC9rk8ywKnASDTgGKMsxL3jzaiwIIcEcS4NoszIYAMArA9a449nyQada3i4G0JoJPTbm8/LLPYVGQ2al0HNHZia2Dch8KNXoHONa8sVwYdLrHqrAt2uCaogbZ9beuQACawsIX1GL3E9mukLcTAeZFjPCgxo6G5nxe55lg7VojWCgudWPrlHmaxsP/cYpo9p7Uy5CSpeGi1IBGoRJvEK3SZW6d8nnStkIUWHTlHyZV+F5ejlYklhAGbmgnZqEQxXcGeFowXt2moWmVREvK2W3TqusaP/diP4bnnnsNoNMILL7yAf/7P/3ln5fjHf/zHcePGDYxGI3ziE5/AV77yFa+cg4MD/NAP/RC2traws7ODv/t3/y7Ozs7eWuPsjZLWEk/cORLp5Ucck5aaBgQFZcZifWLU00wmhgiA76fPXUAUzg3O9Yy4BTPm+pZM7DIWIYxPCdzLLiRhHrmqLs+FsTSRMpgZYO0r4xGrUG87l8WU9IlzXZPxL17+GJW3qCdR3WOA7U8NrirzKStwUQJlCa5rcFG0x8uqAT7Nfei4ggX913ddS3axC/cG6vQz4FlzonE78nffPV4lfeQUHbDUlk+u7TIWKmxXLMbH5QvilUhrQ+Yh87hvrUEuvk+R2VTUJakYVBuQE1pGw/2wGjd/LZ51O5c4Onmq0bpTBHE3qmjBSjNH2XkiWVCTx6V3iyvpDD5Ril2EMzTXgeXZpslmDFWzndcu8EL/FpdvtXdTntSoHDhZtToprIZEQKacwmyODZIKdd1DLBAKGxeSKqSilvliecUGhLL8NKk7dXPOmJUrAvWXCCnGVj5vrFQdq9dbkZ5iVMLIVEsSEJtWCcBke2as8qEEymcH6KBlW7uIyKl1Ldc11xbZXw7oxYLum8lJfIC2nxQbIBhtXE9ndsCSmGjWdaFbo1y2Sr3HAOYsNqG1oInzcJ0JcKLAuQ6Oi/YxYbrIW2rksN2rrqMvNmepFQk4KwcYDwrbrjXyEsOshLkyzH4zHGCIWqvGfazNC19/XePWaG02II2+HmLgkoFSJ2bTUvu/1sonNHD5wti1wD3K7Ql0kRimtx3o/NRP/RT+zb/5N/jX//pf4+WXX8ZP/dRP4ad/+qfx8z//802an/7pn8bP/dzP4Rd+4Rfw6U9/GpPJBH/1r/5VzOctS8QP/dAP4Qtf+AL+63/9r/iVX/kV/OZv/iZ++Id/+OINInh75gDwrCWd5MHeFr2TPtCgX6rhAyjuLlp4Yz0YUDIYuXFdc3TT4R0KmZ3EJoesDDWuUaCsohjOT8xt3AXQurS5FWkAnY0flwWGy3Lld5hnnT05RHrnwhV15ZLHYoDHs6Toztuhw7IGLGH+EtacNdrd1M/cWGsciEFZGlBTlAbUVFULgCz44aoyaULA01fXOvcnbPsypjMpWk5C3AUfF2pDcC6IhVoqy4DysjrC46sA0SrfCS2YDmPtCvuzmW/gPeseAJLPp1jkcGBGpm/ASERX8X4vVYaCvxwcZzQkCOEiy//q8q32bkqVNkH8QEQxjGRogC8jsUAHQBNv0wE6S4QUm01KQwnHw9JCXFsYWtRt4tnYgJQ+y8Uq9zXLuFZUb8HpRFaxTFm0zGNpVqHUSbtPiMxjfydpje3RHKjF/nDRe9U9R4qhlDblL8sTHn4YfEd2ocXd4z6l8GGC62N51gU80qITnF/PYheCF0Mc0SjMzap//yvbi6lKEmSbi+g1uX4vFj41crQdF5U+IGjbd14OsJEX7TtkHbAj0rEmTKvcWnTa41WtkCTcf7+kxMZpU779uQ7Qs9+LKm3JEJiwqBNE2e76yhTPVKXtdawpb7vr2u/8zu/gB37gB/DX//pfBwA8++yz+Hf/7t/hd3/3d00bmfGzP/uz+Gf/7J/hB37gBwAA//bf/ltcu3YN//E//kf84A/+IF5++WX86q/+Kn7v934PH/7whwEAP//zP4+/9tf+Gn7mZ34GN2/evFCb3DMvNwY1jUGLZu3HveQlwGjYj6h7zlTQrZPJHnZuZbEXCInzAjC5c81KsRvsDLOq7NygQgsOt8dknc3+HxHwQ1JZIzLQt/MQtgOqQ3cdKr/r+BhE3KzCejp1LDu/qr6+N8VS1q/AqiM3+ozV22fFsYCFmZtNS1kzSNxH812DFAE1wGRdtuoaSBJQlgJI/Dqlgh7zs2ja2EM5Lam0Awa2XnAZq6fv2LI2OXFgK2hDVGL97o3LyHPp8tnYrsbi5o7bMjnsxyVtJ2Yw7MMtLaMQoMS+R8yzIjYqtn5qbj7y4v7sN4n8bZ3ivwA9cvNhLx7AzisyBlDOXUYRJZ/mWs6FUpd5WL+jb0H5Vns3JaT7wUk4/BTEhA4o4jZgXvxfS8iwtoVxNV7s6JpiHivd3Qso4e5mpD0KbrdQAwgUsQ3aX/O65HMQO9cnVmHK8wrTMltan9uHxG2Q3XFBa1ZTu8dImZXwC8Uc4SEeQffyr2w9OXfPrVXOkjwXccdalvZtiCfSWiHPSoNX7ThkJpCju2zuiX3flgpILVBVhM3JHKdnI9RuXg+aVFuGMJUw6nViqzSASgG5AF/y+vv6U8isyrA3nJp4rnBQL7mH8tU1r1NDfCXOVR0riqs/LChWeJuuJdiINsOe8wsptYjrYWqstR2VcY31mlInXcvUEnnbLTof+9jH8MlPfhJf/vKXAQCf+9zn8Fu/9Vv4/u//fgDAq6++ijt37uATn/hEk2d7exsf+chH8KlPfQoA8KlPfQo7OzvNiwQAPvGJT0AphU9/+tMXao8bXzoDOpSpVtGQSoN8Jlih2d1c5pGuIxL4OFcUL/jXKhrunmu563kAYNvYIWosOpLtzRTA/vgJXFzMsUggsVTgwpgD9+2sEEsU1HA/opXSuEFJze0CICc8Ly1PMVkBipw1p1Hml1k1wmWhGKiT3+63AznOQlNrA3Y0B+DGb2dzzlpymnz224svkXlduzoWDkGiEIKcICbG9Q3F+i9iFev0Sczq0geAXBv6+n5d659zrSNqx6U4trQt4l52qNdDYfbnjaYueDNoV+dpgVD3Pcfei8MDLQFg8vLKuUV+yxeW/Ig5LJz7TNtEWlc/xFz5CLmufau9mxLF/ZuFAuZeVGRWVoFWYSbLmNYo0GwYjDqr50vqTjS0DhiOPOV8zYuIWC7ceOy60vkK5zJJmg1R11BRQlerdSRw6yIy5Aezoi8mwnxNBgUWVepbu8PygC6tNDFUUvcryj0uTg+1zuD6I9etsu2kJsNANwtAqKu/z80qds5zc1uiuIeTX6iov0WXRF23z0VbZn96ki6YVY1RViFJvdVfLz1rMm5WIZ1yX7sVuv3uNaALvvxygVmZGStS55w/F/QKA/MqA1L/3VPXxuWs88x09EUs30OLDbnzUvexYMxUdYJMgBMixjCPXOMqYXM/0v+ZQOef/JN/gh/8wR/Ee97zHmRZhm//9m/Hj/7oj+KHfuiHAAB37pig5WvXrnn5rl271py7c+cOrl696p1P0xR7e3tNmlAWiwVOTk68D2Dup06A+391gfkl1YAbp1gUO4Tir5ygGlK7ImyVjOlNDXzXsU9EAJO/ft8ZZs8WgA3gbZCuArY+dg/zy7rj+lFNAPzFQ+iBADU2OPjsScLd77G+ooGid/8DKe6/307Aimz7GJwqvP6Xh5hfHXjACZpRbuV4/fu2oIddo9306U3c/ot7iO3Nc/TByzh7z15XeVUKBx+5inpvQ3SEOc+jAQ6++wY4C+piRn1lG2fvu960SyrWxTOXDVU04IMGIhTvuAEVo2FOE5y/dB086L6QeHOM2buvtWUJFzx9bQ/1U+2YatzXFKF+7jqwuxUUpkFpiuodN0GDLoMajUao3/EEoAKGulqDNiagzc0GsIB1a4VLEmO5CeoCYC037pAFSzauhDY3TboQIF3aBV+/0irzjTVFQT95FbQ5aetw9SQK1fM3QIPcawYRAcMByhduRJZZAL27Zei75fWajCifuQK9J2jJvfORaYYZPMxx/t4bLQudFvfk8ham77nml2XLmz9/GcVTu90yiXDyvsvQ22M/HwAeZjj40KWWNVBcW3F1goPv2I22/eSdmzh5YaO1plogywTsv2+E+V4uAJPJWo0U7n1HBi0omt252Z7C0buUd8zNHedPMGbX2AMtbg6ZPlei2mzZGJuFk5yxeH4OPeBmocXlLyeMs2er7kIIgPkVYHrD3xDU1XX6lMJ8x7ax9sfA/8ryrfZuWmmFIbQbd4bHgSZvo6tcYONRgqV8jVUvge8KcW5zzkrRPEI1rQdSwvJs/jStsdDJetaPRvmTx8KCxXcP0Bqm1XJXOQK28kUcDAVlkrf4YH4oxQZcfrNkiTtUI4oNqcAwEvzb55Ym0/SBIZmm77+sQwIr4hbMu6Z31wH7rwlmLFMSXAMH4zsCLly8Z5ZVfjoPnAGLOkW2igWt09blyb16gutaVAlyVZlX50NavUqtDEOgEBdbs1Tk2HX/mzbbL8aF42Sq2q/btCUAvH3AufbvSaVV6/a7hrztT92///f/Hr/0S7+EX/7lX8ZnP/tZ/OIv/iJ+5md+Br/4i7/4dlflyU/+5E9ie3u7+Tz11FMA2r7Z+MwI+YkLHEYDarJThv7sNlQpAIsFH4MHCsWfbLU+9qKv62+Mke1nbd9bkEwauP8nl5EfuZVl+9FAsgBmL++Yuhyotwxsg0PG5lfSzsPBCth4g7HxhmU7C1ijtl8BsrPaW5UmBtSixs4rGlRrhHvl5Ecltl+r2nKEdWN8r8BwvxANsPm0xuR2CTUv2+NOqhrje2V05V/NSgwObHmBgp+eFUjOC788+52eLgxQCOvSGsN7M+M6ENRFixKD/Vl7Xc0JAp3PoU5m0dif5HQOmi3ENVtWNGakR9PG5cwrt6qQHE7RuLQ5axhr8HQKPjv3XNVk2dxnsbBWnzapKQ9lCZ7NmvKlfZqKEjRfeKDDjA0NNS/atgdgQ827uxKzvQ4q5e7JclwxqAruccyaE/YV4BMbuHPMSBbxSZcqDVXGSQdIM6hivx+WxTE17pz9x+ssuBbrNlrnYk8ZzS0RAsy+NzoTzw+bNKyAYpuj72Q9AMpt3cbSiQWKaluj3LVglOFZc8d7U9Q5d+YhVsCNa0fQKZoXkstXD4HJ9XNv1c69Pxa7GsXlyIubgOlTFYptW88jtAHBt9q7CcBqRT4GUsT9NGsaGhrUr1hFjssYn066WDl9ZZNReOR5816jiIVpfaUoS2pUOolOK71CPb+lMBAHg4xBWsU3JyU2iw4EbOZzFIsIGIpcK3uKmwE6a7sXojulruyLFe5QRjEwk0BUQWUCFgnoNEV6lCCda6THCeg8NZZFdz199cRctGLgK1ZOz3OwrkFZa2pdmWxZZhoPO7H7DijqBMOsEmC4m2depcjTSjx7aywoxNq+5jNR1wqZdAWS6dd5jggGtAf32eylE1k4CcFM32JH2PzVLWmkZvKsMDWTD7ouYOWrmTDK1rcGve0xOv/oH/2jZuUMAN73vvfh61//On7yJ38Sf/tv/21cv25W9+/evYsbN240+e7evYsPfvCDAIDr16/j3r17XrlVVeHg4KDJH8o//af/FP/wH/7D5v/JyQmeeuqpRmGY3NHQCWzAftuPqgBG98xEphMzYTtrSzo3jEbSXcStqOaHyhsMzbOuDa1rxxXF1jV+kyxTE6BqUd4pY3DkFC/xzGlgfL/yGZcAo4jVjO2vzgE2myVKl59kXmHrK6dtPI6w3qSHM6SHs6jLTv7miadAujwAMHj90Ge8sueorDD82n50JqbzGbIzS/kc0FKr/WOTJ2T3YgbdeQBdFMBg0BxzZSR3j9o2yu+ihLp/1JallFH0iUBnU9NPTrmVLlT7R+YWSVc1snnvH7TvcNEnXBTA/kFnJuZaA/MFuI4AGtZgrfx6vNPcpHPnWTNQVeDjU1CWmr2FiBv3Qz459cGq7VsQ+W0XsTpca6g37plzMk5JEXi+QPq6ePZEuXR0ikR0r5TsGw/8+++1x7repal3z2heYPiVu206AYTVgxMMD0/9e29/D17d730Dbn3uXrN5qGwLzUtc+vQ9eK6PtozB3TNcuUemT8XYZyLs/vGJdVFT5j2etMDqxm9NvbRmkYSQnWs8+d8tWE5IuLABkzc1Rvfsn2byMM/8zucVdErN3gdswxOoBvj3tzGQlmUy7UxmhIP/6zoyGd8H83twQMCDbZPfzVXavPu2v6Tacmx6p39c/VQCVccB6P/K8q32bgL68UNz0lPe2fuWVhRDFd2jfEWBjnOtCtL2SY8SR8oq9KHrVhUcW2UFCM6nica87i78PbR41xlRyImXx0zZfJvZwuxzwu1zE0vXnLNlS6avbtsuoi4uEQms+uI4NJk9AMNTpYI6T6AWdq+V0sw7yQIgVmClUA81eFz3U3X3xZ6446FFRaZPu/NNqIb0XzfAoWsZu7l8VV5GWSXYHs3xQOYNpKgSL5B+LetWKM5qJWm6Y/mZ2rggYp9Pqie97He2WKiqVQfomLi+GMhd0u7gveL6tNYKtI77WKXA1pqZkG7mJPN/BRB1/RyMjyh73BJ529frptMpVLB6myQJtHUjeu6553D9+nV88pOfbM6fnJzg05/+ND760Y8CAD760Y/i6OgIn/nMZ5o0v/ZrvwatNT7ykY9E6x0MBtja2vI+AOAF1grp9K9Co/hLlqQO0pUvH/u/CYSW8TTU/pbvJweAmjoiLxoHfsIVtua5IkCuohPDxu60QKmZITrECdQcY6lEhhIqra5saZVZtcS0bJaSq/ShhQCIB8S789L60xc3A7RB6LKvZGzOMpa1PtoWqXRLcdYWbSmxo1TUMqBDx9P0UUKzNlTU1hUuVP7jeTjoGxWPbxIuhb397l1HkCZm0YkdC2OaYnUJ97Xe8kJw6dpeO3DRF+AdGbvh2JPAjrl9fqTVrjmP7jU2lODwlEwWv0mjY13ydFjx7MsYmmbOcgoUYMlD0OyPA3GqSRt2JUWOycUcSVLwCMm33LsJWAEA4oe9+ByyLlGBVWWVUGNxWL9eT9z4hANZQREV9Rp6V7pYkbHozOsM7Mp+u8BAtD5uXfB0/95Cihi5qkwwuyxO08oNQBtumwteRyy8MCp9YKKTLnKsUEiOU6gFNYsursgmVo+BZKqgTtKOm1nb2B4Fvs/SE3P3W0ci48WQD0SaFFsoaMoxX0WV+PEwkb4r66S1RqyynPVJwlFA5zXJFqUFo2KnrhX1N04n2l+MB8yzqoj9fok+oz3HvVdopM9j7UsYsPGIKgBkapWFqse1j5kuZE162y06f+Nv/A38y3/5L/H000/jpZdewh/8wR/gX/2rf4W/83f+DgCjSP3oj/4o/sW/+Bd45zvfieeeew4/9mM/hps3b+Jv/s2/CQB48cUX8X3f9334e3/v7+EXfuEXUJYlfuRHfgQ/+IM/eGHGNQcKnMuamX1JrNKbr2ZFNqIEkIZxDYFVJhyokfeAjLJApTjmlBBbtPdsi/NmciEQuJloOrpkR9ERSr5wwaFaxxWw5mJaxTgahB1TJvtchGL5+pZhlgWYL1PWZdkybXDtnf+9RQlFusMgp3ygsWQfGq9tDYlASxoQuqstpacGkD5xAzxfoH5w0K3CsrQ1SrTmhoTNa0fY7+vch+B/lHUtdDsL6wjvSV+6VSJjuOTvFWWS2IQ2Kn3gNJYntBSKfA2gYgYr5S0okBxXrig7p5Cbc6SRiRlkYyTYziUtNbz5UI3GqiNJT5r5ScxBckHHiw2kFuuE7s+Ovp40WvbHeA8+EvIt927CyukqLh3FRhARSKWyr2y7UsyxNBFgvLQp1MbneMfrYEqIWG362gbYfYK08o9fBCSE10WRY/K0BYvLXMtIMQaqatnMwvJjv5tjgnhizXu+6rUYlu999yVLA2tOTUjOEjMHWL1GVUA6JSSFRjIjVGMNTox3iyoJOE2ht6p+yupV7VhldVolkTyNm5q4zw3z2gqpqgTDxLileSWLMae1dbsKwaS06shnZ53nSPZD53rMMSX6uBkPaz4HYQxe+zrre5+i7YAVzwuYLG9VCB4DgOu13YEswyTn/vttiPRJ5NmvNWFwAYvO2w50fv7nfx4/9mM/hn/wD/4B7t27h5s3b+Lv//2/jx//8R9v0vzjf/yPcX5+jh/+4R/G0dERvud7vge/+qu/iuGw3SX6l37pl/AjP/Ij+PjHPw6lFP7W3/pb+Lmf+7kLt4dVgBpiN9IqI0yG7axxHSE0/72+tnE1nv+61MUtGm5WZ119IYoW7m1uFbXzXLoHpjNxEzxFTFp3pGihhEnAErGieGU70CAVPmZwQ0sbySPLW3eWjlyDFOYOuWJcoZV5tW6V84toEhKQRK0tPWU1NMlLrDmhBKCKj0+afXWa8zGxdZAEAssAjqynD3AJ5ZyI4DHTMfv9GYq7116dkXu57n1w1xWCnGVAKQQsq3weQquRHWMM/5nqxPTYPI0lNATXDOOWmrYAjB15iD0vhdg/1AAi8ZLsLnDYPM7U06AYeL8lgHGu3t7c4rq1Bqhq62uUhEcoNsfJt9q7CcDaSq9JawaDc1Vz0qu4NAl66lknzmBpe2AUeH8Qm/dpTRe6NK9NxCZGxw7CCyn8TTvQ+66PKU6SUMHV6RVHDGWtPh03PbmKYNN20gD4U6GVht8Wrw2RfqR5Yu6VnS/SKSFZAEkBqEojmwIghWrM4BTghI1bYqG8DSpX3qM1AM3a1xsDSFGlO5Ivck7Xyu6T049OokH8EctS9Dfgg6J1+sJ+K9W6ejX9swL0t6+mELmZNnfAhWtvR8eMHJPvph4r2rJ2NXXb560fdNlrrCiKUpbmjcjbDnQ2Nzfxsz/7s/jZn/3Z3jREhJ/4iZ/AT/zET/Sm2dvbwy//8i+/5faQZUgqNgnpzOxK7un4CignhGQOOOuLNaxAp0CdmoferXgYJQOoR6YQtWjRvAwCVgWMdScAKtUIyM594GrqMpNNfqZN7I54e1RDBVUx0pmglrajuZqkSKe1CdAOLB96kEJNBXmABsySjYJOCGphz8k3lWP+KiULCbfnyiCI3baDsxRUCoIDqaAqBeiqq4AmyhyrdVxZJ9W1LjADedZth5M0AcJTrg0AUImTFqBQooxyr7sgh9LUABBZVpM/AXTdyQPA2yenOS/jf4L09dm5fy4GSljHTbaR8prjfRKxaDVEDUp13zpaA4lgLOtYfailJu+8TVU/EJGWKiIPdJlxo7t5BPCOgqxl1wyY8ZYIIKxUE3vjNZv9PQxIm1VwUmiPe3WL94+z1trjHiBxzW8onF2/oJlHmnnIWm203HuRAdLUnHMLMtJNjiTPALfzjHRJCK3IylmIZN2PkHyrvZui0q9reQqSVGIapWZVmaLsRklYocwsleDR65Th/b+Ykq/AKLWZbx7K6rVuW4TiJQkdolOc0qh0gs4m3L31+mCUxbMXbYs8/DDXfFHrSE1QCwJbq4EqCKnVg+RCrCqB7JRQbrFdBGaohYIetMHyK9sbi89x3w9j1fHKRmMhiO470wcM7CGtCSnppUPepemz1iEGKpr5uqfkvmu3x/QFgUSTXQCRsI0eWKIlbVtD1gIb9hq98WHr7XVrlWX2WA07RCcr5G0HOt9qsvm1M6iRxuw7NzF5rUB2Yli+nFtJuZXj4D0Z9v5kYcAFtefOb2SY7yrsfrllIXPuK8fPZ0hnjPG9qgUYGuCEcPCeFJvf0BgeWgVZm/1w6qHC4Tsz7Hy1RDKtGjBDmjG/MsT0coLNr50ZZisAqA14OX3XjiE5+PoRmhXkkzNQmmL+/l1s35shOTyF50Y1HuL82y5h6w8OgIXPbKav7qK8MsHwC/utK5cV/dRV0LwCHRz5HUkK9XPXkd4+BE+n/rk0hX76GtRrd3wgAYA2JtAbY9Ctu63y7pTyy3uGFe74pHPfaGcbpAh6sYA6k+AoAV/aAt26Z+qS8SXDIXhzC7h9z7iPiWtTO9tmNf7ouGOdoEu7wGzevS6lQJsbwINDGxvTlkeDAWh7An1v33acoYLmum7po0PwIa+/Y1EL+kbmF8QEhBo8XwBJado3mZjrOp2JCzJgQ+3ugOdz8Gzun1MKamfbWJEEoxwrBUpT0PYm+ODI6z8iAk3Gpv/PzxEKbW8ZgobFwjvORWEA2vm0G3eTpsDeDvDgsMMOR5MxeJAD97uufLi0A6pq8PFp16p19RLo+Axc+IwslCbQ1/ag7jwwLobSijUZQ29PkNx50CHG0Je2TF8enzfHXF3lzV2kh1PQwTEAYFAZ4gsepJjf3MTwTUsGYskMmAj1Ro5yK8Xg/hycqtbirIDFTgbSQHZWNfOMA2Dz3RTpXEOV1kokFNf5ToLRgX3uuD3OCaEaKQyO7CaHNRsAw4x6YJTI9Mz0k4zz01kCqjXUokJV+/fzsbx98up/exbb0wFUjLV2CdioBwM8GG9g99jcz3o4wK3xNnYP5ELYkooJON+6hq1zhupZL1pLCKjzHFW+gUtnLcvg5q0SxUaCxatDSJfKZaJKsw2EixW7tfs0qAZ2T7hriZQLA0C3n4LFxVi7Q6nzAW5vbGD3kDu6uFsI0PkI/+3Sh3DlawwsCmy+Nkf5290tEJw1VLZbZ0YRVo6ufU3d/q1igKVl10A650a3TGdmfgEZnSR7cI7dL6XNHFQNBQMlgGqUeX35VjFL1FBD/TilvRDzVedDDEt/vHASLPqIPJuvzYD5Atu/NcRnvvxt2NiHXTBG5/7obIBbm2Z8LB3TkUWFi0iD/xLgd/7k/ciPgd05t4saa/SvWzzT2RCTGWPjdons1GyRwQo42RiZ5yq2wCFlxTNUTvaQ18B4vrpR5vkZ4Kubm9g+NPdI5wPsjzexe8wXWlRjAqrxAPuIbD/S11wONd1HRE5OTrC9vY3vxQ8gpZ5NwB7LY3ksj+Wx9ErFJX4d/weOj4/9IPrH8tDi3k0f3/p/IaV8dYbH8lgey2N5LJ5UXOCTJ/+ftd5Nj6An9mN5LI/lsTyWx/JYHstjeSyP5c+6PAY6j+WxPJbH8lgey2N5LI/lsTyWR04e+Rgd+o4XQenI0j1Tuw8METilJh7HfevMBGITo9lc1LAYhQFuaJmNYMgEyMbieAxslk1N1W38DGm05AH2t9t1vWE0c2xpzCZWx+0Jo7VJazfh5MmojfdwbFz2t0f5DHQ27Gy+dRhLwsHf0GFVliPiSLz4kiUekS6uZhnldF2jPj0F5TnUaNifblkdiLTdS7MmffSaeV2MTqcfYoQKUi4QcUhJApACJWo17XM8orbb/vBYGMMUkgQAPv3zEtGzOXixgNrcNG0O9xJqKunfSLUZKzIeJyDe8BvcU1bALufnoW5/SqIDWbdkZlPUPoubk/acIzuwsTlI2nyc2pgrRWbPH2rL4oSa+cbNWdBsNh5t2oB4XILsEkbTRy7+xv1uGB7tebWo272HXDpLU0/VDPjs/4HH8vbL63/v2zA5H8SZNqUE97oaEuoBkJ+YhNWYoDMgPw787sMYFjflK6DYIuSnHI9fWEeobQsnQHbOzbty41aNaqww36W1Y3QAEZ+ggMUuQZVmI+2LxCf4Bfpt7YubMPEDhGoM5EeRSmyMTj0gFLvA5quMK//5ayhfuIEHL426cSWWZETGXhkyEYKqRNzjwwQNxGKUetIRm9indK6RlNxJXw0VkoKhKksywGjaRzUwev0Y02e2DQmTMvF+WmiM5YguvlTeF1d1kSJ68uqcQFU8RsfF+ch4n0tfmCH76m28+f94AcUOMDiM6G/c3vt6ZMZH5xlbdT9krEus7cG4ZDL65PwKMHwAqCIST7NCXJvTGWPjdoXTJ1Kr0xpirjyMfXsIKSeGECedrdE4AuqMUGy3/awzQjXp6VMrSQHUuV8OAFQjQkFz4GfXa+sjD3ROnt9Amg1NoKOye1nYiYvTdlJiRZY+EQLctJ+GUYna381D40APo9mFnGoHaMRv75ubiZBqMyGpmu15bvNqMxFBt2CJNDC4m5hg420bkGVBTkNw0AQ9+sDJUGhrH0zJdEAcEAW/qdYt1bQUWU54XMoykAMAZQlYoEPbW3FmtoD6ulOXtkwqy4DbsnasQzHdAEsNFO0mSi3jWkBZTVaxbSif3Vt89RuDFIHSFMgy890B35FZNASgS5T/tpglIGAZlXWszbUGFwXUxsSQD6ySGKhZVV+wz01vHnHco50nBzDIy8OWJMCBGya0wESUkR2YmXhxbcPus0XeXKMzUxYngE6omVN0Sq3ioKwyZIkGXGB2Q3WfuHnKHlNolFRJJW0CieG9LFTVLsg084+dg5wSAA2kC25p89koavVcAZ/tdvljeevyzMe/jq88eKbdbHJZxLXVBIiA4cYClzfP8cadXQDA9s4Ue+MZvv7mJbMPzApGIko0blw7wp3729Cl2JDrgsHIIMZoc4FBVuHgcNK0s/jCEPM9hn5iDrYbH/auN4kIdEfTTIrx7ifv4qwY4Na9neaamjL6otZt/SuZpKTWa+vNRiWevnyIr75xpZtfmb0/RpMCf/npL+P//N1vx5Vfz3Hy7BCHf24RTa8Shq5aRSHJNFSiUS7Sbp9G91FZ0v7Y9bH4rhTUXCGZEpI5QZVJVFGuh63uoROjDyULM0eoErg6m+DwPRmqoWGZrYcwDG1M0DmDt1qSppAI86KR3yvX+oJ75p8zX8NxgcU88zZvVZmGLlU3LwHZ+RCXbg0w/QtnePH6XXz+1g1wHeylZPt6tDnHlc1zvH57L77X0qpnt491LjjnnoE0r/EXnn8F/+Prz6OYZU0aw9zX0w8Q/UiMydYcxwdjLF7Ocf6+OcAESjWuXz7G7bs7zbO5VGQ1bj6wdWztnaOsFY5PhmvNXfm4xLuv38MXvnEDXClkoxJPXjrCq29eBmIb9coyK/NedBuubu5OcYUO8KWfXX0JwJ8B1zXSBkkev1NBZ0IJcMhwTDh7Ft7mng7ILC4x5pcFC4c4N79ZodwMJ9v2nNt7R47HagycPaP9XreAZrFLOLvZnpD5Tp5OsdhNAhYYo2QdvWMInSvx/BhFsR4kOH1u0plBiBnVzhCL6xs2gw9Myssb0JtD/7j9Lq9tAVnqgxxmcJqgvrRp9wwJQMVoAL098QGFs7ZsjMDDvK1LfHhjDEoSo3TX0vpA4I2RWTEPZ8dEgcfW+hOu0A9yYDhARxSBxkNQmjT/285SoNEoDkKIQLldaqhrw+QlTzdK9xqP2Dogx1pyoFRrYSEC0tS0I/J2oSwzVhRXh6tHEWg4aM850Xaz0OGgUe59Om3V0o8DrdUCMMdToTTFJJzJ0qS9X7Zd7puz1LCuRcrgYQ7OUq99DnTweNABLK6temPQ7tEj0ug8hR5m3f5jhh6k0FkCZ+V1CwOsDLW7YyRqNhyGATPFprJgx40D2JU6uwquLMhpQJMFPhnaTYndfJOYVS1O2+Ny9bsesJfHW5BJ22MOKAECVMEcT0oDiNpyqV/JfSzfHFm2p4SQkEra7Xa+spymgHZMmv9YDmiWlNNQ+sZAUtPe5c2JSW33LWGOgJxvgrAmKLevROekbVOtTD/3Tdcr7sHSPUMuavaSbWMANYFmCdKDDMM7KYZ3FfITQxftdJ7wWxVAPWToBNC5ATPVmFHngM4AnSiUE6DcsiCHbP2KwaN+U2BUYa2Wv+NC55OV1x0IEfv9a9P35pJWg0Sj0EkznmOi7IayDz3+Vu51xdH/0fYsKct3dGA0FlXXH0ufZyyfC4TeDMB7Pnsl3F/KlWP/O5rolSCHASQMlJaVFRejmH7kgQ6YoVNg/kTZrI42yJRhViuenPuA2w6OcqeGvrro5AGAzeunqLbq5sY3e00p4PKTR6hH7AETYjORDJ8/hU4FkLdpFnvA+VPaG2ROqTp5gTG90ir2BtAzOEtw+BKjGiedPOV2hv0PEHTqlNu2P85vDHDw7tyapP0hcPTOIWbXx1Gl9OClEfSkCxZ4PMD+Bzb8fVasFNc2cfLubbGppj2nCNNndwx4CpXqRGH67sugga1LLhclCY7fuxdVgvXmBGcvXjIKuXPJU6bfqms7KJ7ci7qyFU9fBu9a1g5hoaE0wfyd10ADAcZcPw+HqJ+8YkBOVRkLlHP9SpK2LwKhJGlBUNOBJh9lcYsHJQnUaGhdvwJF/dIOiheud/uJFMrnrkFf2+uWR4TZi9fBG2MfgCoCxiOcfvC62auoOW7GSH11G+ffdrWtR+SdvvMyFs9citbVtilQ0LYnOPzQZQOYlF/m/PlLOHn/5UhnEB5852Usntrx74dmIEvx5sf3UO+M2/5wz8OlCV7/vm1wlnTacfziJt78C5t+Pdb6eet7Jzh4ady6krnTmcJrP6Awu+qPQ2Kg3Exw538vUE7aZ8vlPXlW4eAvzeEsL24zTzBw/O0FTj+48PI4cLLz0buYX6m9PTwMzSbjvd/zCsoNO99wW97iksbl77mNOkMzB7k57OTbShx/19wHWpba9953AqfP0iO5aei3kqge5Swq4hyz2HiPzcac0U0Al8jD7tEBwFN2tCarZIrHkQFOHh4lMxMKnZid6JcmfAuKp8sP+6pgQqJ0HLRZ0ZqQQPfu7bG0qlX9HdzfZee9fW5KBXWcIr+XYng7weCAkMys2xzD12uCb9LmmS+3GTozJ3QOVBNGNQZ0rlAPuUOXXU80KBd7zYkpXv5vE/DaffaWx6Srxu4Ts06tSaKxqNOlynaqNEr9FibEC47Tpk91ZFysWVYSWDdbh523+tyIn2uDHPPxNzoGopuayvxu7LgxaIFOuMHvKnnkXdcAIJsxrv/3BEzsxdqwAoYPGIPfHlp/eNvndhxsfDUFKO288KkGyj/YxZBNHrN/DoM0ARo4//RlZFULZtwEMTgg4De2zcqpdD0hYOtrblByc8y19Inf0CC3MaWixi2NigrP/koBVTq/FKOMkQIG9+d47j9CjO729/bLx9h+GV3XNQBXPrXfuom5txczUNW49uv3jWIfuKyp43Nc/fUZqG7b4fIOvv4Ag69HbopmTL54p/0vFeGqxuQPb6GazZFsTNpzzEBZYef37wBV7ecFoI7PsPm5aTTWJL31oO0jZk9Jz1+5DQ5jbkiBqxrDL77hbxjqrFEnp1Anp+CiMNYc6R5Wo3VdC/YOYrlfTLBnDvdtgsoaejYHJaq17Dh5cIT84NifK4gA1shevWsUdnlOmesfffE2UJn9Wsj1CQDM5tj8wzutGx7QbBaa7J9gfDztghZmjL76wI8P63tjiXPq8BS7vzc3401YcwBg9Mo+hqHFycql39tv77+sqyhx89cOQbPWpcKNxexgiqf/cwUq63Ys2XzbL59i6xXlg202MXQ3/8escQlt5g4GVKHx9H8CsnNTV2PpSQjZWY2r/2mAbKobNzAnG28whgfO6igWOwjYeDlv5xrnqakA1MCDP7yKwTzoUwLSGeFzn30B+Rk1iy1u7siOFW5/7jpyZ8Xmtq7J1zKAMgAuHtHFGQKbXyNk5w+vqD6WC8g67+rghc5WKXeitUJyAYf7RmFaaflZr6yYx6jbD2eliDbIR7msE4zSEtENINcp0ylQMmtz3d0sjUJJnenBts24NJWcAFlPX3M7P1BwnHUAasM8y8qT/xlARaBCIT037mmq9BdMvMVXl42C/8pYbeqxBg811DRBMm+VTlbtwok7pnOGntRApjugpsfDvZUVQCd4ncTB0or8HFhkSF6w+26QXps3TyvMq4gqLIBCltao6hUeC0sbyMvvdSBJYsZY1GoRc4UT4vovTbR3/1z65eAEnXdF3zyQKIbW1H9too2mTRwAnfZ/1N3RpVVoGsHjyr6m+UIWnUcf6BC1O43LfrEApFFE3Dm3wZ+QTn9K5YVFejfZ6DZfb3Aoi3Puv92w1NxJC2aEkiLBT1NfzT4QAOzGf2hBiugLGbPTOR5LJ8vWAlApeGDHtF3MejFbtLRkSOuOq1N8c1kiGiMDtEqusxLJ9jqwIK/Jtd3+JxKr1ZrBVcQM74BJpb1+BZuNQVHXBpiwFvE4turA/c377gu4X3VOkbESybKZDVjpARXedcmyNYMXRVMWh2+phQAKUmoNqsXms6JeWpTt8VXi8moGzQv/mpq6alBdRwETzRbx45qB83n87VtrqNO5qSsY66qowCV5z72zdCbTwgNALMrOjwogoU7/kwYGR3UTxCsf2nTBSEo37/jnsjNHOoD2uJ0S8uM2tqdtpPnKD5RnrXHziirt4kowzwBAdm7mDgm0XJWjB9r47vsGpMfyLSDelG7vp9bWda0ZM6sVgFqr9eCDGIfR9mjVKJTMANkMnDKc9+O6MRtEaF6alVYYJuXKPN0Gybk3rED+9pUzB3SUYvQ5ZWkmHJUjqBDohIqetbLJ540bhU4ompH7FLfm2E+pkJxbgGNjadx5T5cIJApwRoxqosEjY6HSmxX0QCGZKlAp+iUzFhzONZCZ+KlV9/JhYnTk6yT6OusoU2GdHLcOLAEErrIs0ZiXgSrsjSNGltQ4m0dc31dJCLbCcz3PapJoVC6AfFXZ4WGbJU1qIIgnUkpDO1fQsP5ov8cqcPWsGAuifBNJwLbu9lmLghV5z3quP0006nJJ34Tp1075v6qw70JmjrWnyQbwNocc6LDpmmBhe6y5B2E+kRdo71G4yuqAUHMefp623VapUl1mnM5Cj6JW0QHMqr0DO6HCT5FOCEerIqAWaR3jmwQU3nVT93/sCYgRF/S4NnkB8bEZMARrYdoAmPnVRsBXjEnOlePOW6sLV1X7vwfkkKLOOXvC/821f1yy2LnyyFhy2jidSN/EJAYUe9jSKOxbF+O0DjNdt7CL5wld6PrKDQG5kNbiwsvb0HdOAJrGQgPyynOEHh0RwNktVrh0TOb5DEeDs6SYNOLbzhkmkXjeGc3ijJt/GkVKzCVu8cabE2Sd5OYyanZql22RJAcP70vyWFaJAq/XvYHCwFo1bm8MaoHOBYSZQKtcw5rEsi3dU0lYDhugs1bciVBgPeNslWCYVHHl6yLSBwA6L1Gg1AmStEZdJJG05h6cFCOkWXwBJszjWaPY9bmdlpeBHGEZQkWgeYLsjJDMqCUPkdNgRJf2jtk5pInDmRgrDpKgkGGNeqCBmlDPFeqRQrlTA4NWAYlNv+Gr/qIgZ6WsYQ0hpVHXFBxboy1ESJU2IMYb536dw7TCYTW+YMOxEqD1pcuSunWn40ig/rKi7HOUKd3RkZS6mMuXZ9EJFgoSpcF6CRgLjiulUYuVOvOfVueP9F+iNKoLuBI++kAnXG1lf/JBQ8hhj1M7kTifdWcW1pKgxvUxuTTkDYRwfDfKiQA+zfuBgjyNXRgeyAn9bKUwAUoqYTKYWNqZPSUfYE2t+5qTkKJaLZkxwjJjv+U9kLTSibKAYYViGiurD1ytMSN4rlqr6gytOHVtvnvY2lhzC05UFwjFG6Siv1uQo9q4nx53rrXL7wERzNyCHWnBc+5/4T2Sv919lMcdUAj7WaZ1IunG+5jTYvXGxlf4PwTSmltQssK9jmNjTTOQRvK5Z9nFT9k5BZoEY5p9Ju0iBhMaC7KZX0w+b26x3yyPu3NiwQSw84d4N3j++A6vJ0Bi/fcbhkbdpov2xWP5pklvgLqUwM++UVTIzN91lXjAZ6ViyGQeA+dOJJWZTtrIf/kINtakoE7FUMTrWQQ7L0vjujZIjJvKWiMwdOdZtVIdacOiSpFlNaL2bDslnpYDDAarLU0c9BMA1DWZFXV0XaA8kKMBFArpWYJ0SlAF2oUL15xl4MbqNEwwRCYDRj1i6BEby0yyBIQSAymDM0GkEkvWA3IeRlZO6Wso5knCqMqgX4k7Fg0A4Eo1rnScKNRMqJaQJZBiZKpGVanoGu9b6oPYfSBgkFWWICFsPPkTeqxIq5MO0gpUhWCDUdXB6hrQea694+F/+55ZK05GtDN14MSpf8SoLVjpgHyXN/S7RJt3cYEg0kcf6Ehh+A+v6EMt/O8dp7x0b5MuHh0J3d3siiqjLSO07Mg2ubZE25v4YIfdvhpEZm8OBUCbmJlGMXNxJN3x0T6ZNraoOQZ0l2ti7mfutO4/16nPSWwvllV5QukDRcuchjtJxbnQwsGBq5olG+C6Nv1e9zk2RMSCHVPsxWZDD+RchE7a1tvZ30iCnRiw6JSx5B6ETuwhHbkACF3wZNNJwLvGfjx97WBFJjaMqI2jiVkKzcwcvb6GRlqW645pAKkgInBgJWBug1QuXNXOumf3wTF/0IAgsi4usUUtD9gwWjAkWNS8LFJZFUoQAd6qHnELbByocq69rrw+S/JjeXtFw1lV1vf9b9ax0FLRsvt/gTWQqk6aOIC3IjK2pWkjA0gYypa/elW9m6CqEqSkLTBQ7etIKj9eQ/rmsVij42lnZYY8rXAeO2kXKE4XA4zzMtDO/fKYAWiCSkR8JBO0VkjTGu5+e/3CBBQKaqaQTlvrDSC6J+imqNePnYf0AKiGbGJwcja0vCrI3KcsS4tSRN5OkOPKCV8TawuZxQKlNLRzv7HXRojHuFBmSCdAANIE8yKBllTLQd8YJwqGjsToOItLf/uWAMqe+gBjQZpWEdbRC1huR2npAR3nPtZYQhxlc8Lt+6NPx4U478oDok4jfp722tJEo3R9SIw00S3okrLM3c9KltTxvD3y6PPqMKMcE+78lRLlhpiU7cS12CUcfmzh31w2E8bZ8xXOXlzAxcc0q7EKSD54jMXVriagUyD90CGqsQUbQlkptoHzj0yhLQuS9MU/fZrw4APUuIs05wi4/4EUZ0+ktg1WOVUAZwne/NgI5WbaXhcAKEK5M8Ddj2y2Cpa409OnN3H00o7JElhBTl/cQ3Fzy78oIiBLcfq+K4a+N+zi8RDn77lq9xgRMxUR6kubKJ651FWcFaG6sQu9txk9Vz9xGZTnUYtAdWPXUBmH5/IM9bWdTvsAgDfGDbOa56alCNjZAo2H/lPr2NSA1ooTgBzqYVZDkrT0zW6DT6f0xljXRHmkqAtyhkPg8i6guvXRcAja3IgUpkBbm+a6pDhws7MFksxqsAAwTcF72zYeSLiuEQF5Br2z2f6XebcmhvZ7FUBy9M7a0ETX13aE9tbm1Vtj1Jc2/bxWqmvb0HKjXHKbbSoUT+62jHFifPAww/ypbb99dqx6dOs2n7Nyzp6YoNgddMAYE3D25MC6jfqATQ8IJ0+n7R44qo0JK8eE6VUlLK/tQkixDRTu0WtQh/ld7DDqYUt131iZM0axq7uKJowv/mKHG2DUuL4RUG4A5QZFrTnFJqEeCM3jsXxTRDNBqQu4r8EMadYWJFGQdw0FwUmtVWvRuajYMdj8BkCRstLUDNKl19ejuNV2hV0l2r+uXkBzwWsJFE1mYF6mGDkWoR6ZLnLkidhgt08cKINYN6tsn8tLqAk0TZHet7TQ9xTSMx/kOHZGqYRyoJdrS0FfbjLmVzTm1ypUlyrwpAZyHdf0+vqzMQX3XJqvMrwtsmRNdaUYFzWx/40FMQz0grVGNOPsfNgCInHfnCRpjVor6HX2u3qbZJIVmJb5xdzMhBAxDmZjqCCOJUtqQyAAACn77ouA/2zHxJ1zFrFV7avaMZYlteduFnU/C5+9HtNlekHXtUcf6ABQFTD8+sAE8DF7NzIpgORu6J9pJpb0NIE6zJpjUvk4vz+GmqnmXKNIMHB6OAbZh0JOUFQC+rCtS27sl8yB9MzkkQCfiZCUaHxzTYwPNyxqqkQLxAIXG2/MhMibYC1P7IGT2pmsIy5E1YDQ2T3etrGaKH9ZBqZsnacox8Jw6BRtItTjDHqQRme5amvQAglprVEK86ujFlTJdgwyFJeEsi3aqjdGqDeHtjj/Yar2Joau2s3gZQUuSkMZDURd1Uj2UXCc8txQUieJ+Z2l5neSNL9jQnlmZm2bjvIclKagQW5ouJ21QirwkxGqK1vR8upLm4ZCWoplWVs8sW32FoIBfu6DPMP0ma1oH9a7E8yfDGiYrcyf2ER5aSIuxo7lmFuk239pPMDZsxP/nJXi8gSzGxPE5OS5McrLY3hWHADIUjx479BQoDsrjv3UGwPcf3/eoVMHEc6eGuLBt/mrZ26fqv33pTh9Mms34HXnU4W7H2MsdjKTVrftL0cKRx9doBqoBuy4Z3d6jQyFtFvoEMXO3rXA7FnJGNeu0F59/10DaOTxxGz6977veBXV2MXkteUWOxo3vv1Os5mxVFzO313g7MWinddEO46/e46zpx8DnG+21Jqsz7w9sMwlxXNfI0MP3ViLCRrGLWrtumvV0je/FaWVqQuaGEBNyNMeFsk1RNtrzDKj8TfWHCnrALsIKPPPt3mLIsUkK1owEeqATCiKxNAMuzmc2nZ4Xttu41Z5Tot9h+ZGt8jvZBjeTpAfEdTCry90RQtJRZo5YAQUu4z5jRrFlQp6q7LgJgBVstC3W96C8u+mafm/m6i/3SqpUdfKu7+keL021TWqs8xPG+TL8wqzKhP9/5B9GBuvMYsTMcZpgWmZdc6tX5dxFVMBbk8TjarqWaCl4HtZ8e55X9UVmW7mtTypUYi6U6WhLVjpveexOB0CMlV3YrKWySPvukYMqIKx8yVulADXf8SG6Wjza2j32GkyAsN7hMa6YhUFtwI6vCUAkK2IFUFVwOiVQfedxUA2BfIvJd7k68oe32PBuobGlYSYsfdyZV3TbBusRYfKGtd+f95RwgAgPy5w7dNFdIlk/Popxs6NKLAZ7/zRgzhpQFlh9/fu+oct1bU6n2H7s3PRd9QAqOz2IbLbaNvRuCwxBl+916aXdWlg8CdvoprNoDbExqYAUFbY+Nyb3fYBoNMpRl84b2dOce3JnQe9y0XpK2/aZVJu9sRxlNG6iPtjs2ZA+y9yZ4lBXYMXRbsvDpF5MWoT5wPAgDjWNkC1zUd2I0xyMTmKwPM5si/dMm1s7pd1SXtwiOTBYbSN6rU7FlSqtu9hwMfwi290QQgRMJtj8rlbPkW3rTO5d4zx/km374kw+tLdzrFOuuC3OjrD9u+fo4mFEjL82v1oPQCw9+k7nWOkGZgXuPFf7nbrZ0a6f4an/tO0pbIWaXa+cISdL5L/LABAzXjyk6emCIIA/4AqNZ77D1Unvo3YMK49+f9NQVo38TlOtr6uMXlTgCqnVClg6zMDz8pL1suFARx86jqGET02mRFe/h/PIy1JxPjZPryvsP8/biARCypsb+fW53I7l7ULP0yGaW3vNwdICnv8cYzON01qdq5MuJiiyK01SP5PEkYJ+ApCkM+NrbomQz+7SgIQ3CmSrXUoMS54zXDRhEF2caDDDBDM6vxpNcAwM65kHde1Tsae/lvRfilVmSBRGirhXiVKa4WjszF2MYsqhOE0R4ob0MMVYf5ghOQ0wfDU6ArRJve1180VBHDqiAUYeqibHeOjyuoyxfwCVsBoQNDbICtDdFfUlaYaReGrsqQYXFPbZqEwO7c1JgJVNahQ4LEBslwqo1uJ9bBRXuK8yNZ/RoNFJT+Ikn0FVFyffLVP0gKzIlt77DbX3axPMl7Y2sed+oap2vZxmtS+m16ngEj7w/Mw/buUSADo3Ldc1cZ1jQlQhsmurpV///1V/p5rtPF/kfirPnnkgY4XnwgzuENKaWIAtfWjZ/h01IT+mw6I1SLLrKRs8lrcMwdeYL5NOsHKJYCNLNNZaSxZZTtunEUniRAJuCISaq061ue+lzczlJC22Unwv0Mp3VQeAUoyLsQdC2M9InFBtGq5JxaPEZ63+RrFPmxLVfmxOBaMrBtX47maKeXH05ACEntvWRvw4lzgHOjJczhrFTlQFNtU1OvXNVdv+0gTZP+2B007+pjWZIyNkzBOp08x7rtHbu+lkHo8Ca5f5g3BhbTqaN0dAzJ/xFJJNYvNhC1wYhPzRrUhZGAy7XIuK2zBjucaKmJyVIHmXBhWoCqGFnE/DduZBSliSmnzFDadBULGsmvGlZIBp8FLSipTbg5sNirVojJ7HADSGQtL9AUU8MdyIVlUqXHvAnylYJVCxYSiToyCB6OglTLmZpWFgwDWyrClNWbACzZeVFFUfrwPMUAlYZyV6wGNSIwCa8JZOcAkL/CA0B8LsKrfZLF9SpyzutSERZ0izSroMu/G0JABLfOjIVCfrbwmru1LfZ4gOVdIZgRVUuuKFrYvaHNjibW/OQF0zqjGJvYGGaOzP03PtS1rZ/+5IE2ooF+kniVyIZATjCdSloQjZFwDfEV4WftkDGMWPEOKsTlY4PbRlh8w32t5Rf896AOKbmyxUwM0UtIoQ3KFNaQpwz6PLkbHxfMlDiD03ffwsnqeX6U0qjrpfd13hNAAG9Me437mFhRiz1qbtzsGUtLgC8ToPPJAp3GhsWCD2DJFOHBRAZyhUSDcje2bnx1RgQM1LlCYFVtSAHvMvT8UQA70yGaxqCR8OCQA65RBnsMhCyBkl8PAoHbzTnccDvzAA0dMBNKhEh3vwwZ8WMWS1gQCAFq2MIUWRIVlR0ATi3iJ8HpibfPKkiCJW1Yxdm3QdbsfTl03VpyLEAeQ3d/GWWAosctB0TicBCA2aevauFHVugVGLl8Q5xT/LQgH2sbYa/UpqhtZRj4gxcXmuG/pate3/NZznJa9xSQZQUgvHStPWuqae0ndDT1lewJ3zs4+RK5c8S3jZ7z8bk+c2DXJ9yOZZ9RYc6gBLMS2ShXko+C3nVc6c5Cs1s1Bbni7d0PkRUs12vmuDgsV6ezc0FijGVj/TfZYLiqVVsjT2sfuUgEplHFBikhZJy2tMwOLOkWWrFjJko+CNpuOtpYSXBzsuOuohWXKiioIk6yAY4KLrE+IdrUn5KN1VgywM5zZFXhLsdtnzYkFd7uXbgh2wjQiPuO8yDEalCimkUBwm4YWChTbe03WXxJwmiOZEdI5gSp0+7dPV1b+b50B1YjNfjYD3Y2rCK9tlSxT+j1lvCdvuOr+Fq074VpntE1NfeJwrZBklbEK6HYipETb+JwIQJP1yLHQ16WKMUgqFIseN7KLWML6+ilQ6rO8gmbDpgg8xBRMjDyvULLyWXuVIccwAJy7beee300BaN4vaWqJBJYC5fa+kWKkpFt2OzIEKjoWo7PCUuTc5h5vGCrFKecMaKdAsFisSMR/d9D1czhJMlqGNUZr+WGANC11sfZWkwhWKeN2ZQet0uavsnJ7zrqoeS6ebhW54kYJJDYrz46Nqo2GdAAreOuEYCOMmZFKI/colMsktNyEq/dhfaGCKtsYtndZPRFhZ13StYnFcaQDSyijo5cUUD9LV7Ol4pT6LLXKedHm6wM18prdccek5u35I9jVYhRMkbZ5tNLR9qpuny77v1Sj6ZEYAFtmlZHJwnsmwVDYDhlALMrncPyHZa1qV4exTZQpm24XU7xz9l2gLThy6Zr5ikReoJkbOGkRjdSRSaEBXSTmqGZeIjQLJ23Deo4/lm+qFHWCraTuf7mHG1MKKasEuQAXizrBIHN0zBElJhDWdmtPu0DXnzD4795jAlBXVdJxU1MlYSNtSX6WTgkxZZmB0/kAT28eetuNdfKtKxLMLZlazuYDXN44x/HRGGAK3GpsXrcKrWy8jU2HmoBCITlPkM4AqqlZZHDi4QNXZigEG39nrDd6pG2sw/L2e5VcBIBcqB/fOrAJxXudawJJILekPlKMNKtRSrc1Yjte5Pspcn3EviUdiN6LLK9Q6qQlIvAyxBrl17FUgna5fhjmJc7rfLnlpa96V0ZmWNucfslsKLh1H4hYBmzCYwDStG4Z1Dr5/PmHyNwrRSImx5EZ6BWLIE37zDhwFi8NQT6xhjz6QAcACKiGBFWyP+los1qic2rNl3YiITZMJnJzvmYRCIabnpwFp1FGzEuDM4YqWkYjVjCWI+eeWMLzpQeZupSoH3BgiywzUzASnFKUEqgws7FdO2sXqBJrMXAjSaEZHKSsRhRSTEslMeZa1qOAc6IsSBPpl4EOzUbxTKh1XwolVNaXWRNke6SS66wS7rhmoKo6sTgXkcaKk6YG4Nj/nTa437Lt0n3KK5T879g1W2BDWQYMB+DzWV8DV1+DdeUjeU8964V7C/S0K9Z26fIYStgfMn0fyFkGaJdJrC4SdcVAjiye45uCcliGACJ+AeJbzBmmjKBMaSwjCKY2NC8aecxYkllQ4Jt5yO2p4xZgPFHouK06y41rZ2v1aS3EquZeBvjH8talqFIM0mDXFi8AN56P2Vh0xoOiSb8oU2wNF76Su0xJ0uYuq4RRPzxnAMCEuu5aplRBGCQVlOLVHtNCIZTT0LzIMErKhmK6N+867ldrynyeYbxbgBLuKlIO+FgiILevHi8S0CxBOjN73lBN3rvds0K4WxueJ/N865xRjYB6UhvXtNB6s2zqW+buIxtwUSDUsXyJiwjKIAKguq5kvUVHXj2duqPHAZXVIOIAhMAc0yGK8SVJNKoRrK7QX/fmeIHj+bBdDHirQC8K6sUxAraGCxwtRv2K/Ko2ELAxWOC08BlXk9SQAfRaRmPAxh33/pv4mvNiCXwInmmlNDS3ljcJVqJua95qvn+9aapxfkFGukeedY0YKCaEo+87RzmxSrkAL7OrhOrjR8JH33wxAefvXmDx3qnpZ+2UDHPuynfexeKJQuxJYW6EHjCe+NgtVBM5uwFQwHyPMfzefXCKRklylqPjdwL3v7tug5eJmsnv1seBo3c4jvi23Hqc47UfSLDYzeD22XDn59cGePX/Pgan3Vt89NIm7nzPjvkTnL77PXs4f2G3M/NwnuHOX7oCvTWy19tuKFZvT/DgY9d9yk3bjsUzl3D6gWudtgPA7F1XUd7Y7eRBojB735NQwy6VNdIE05dugAddUzJvjDB797UWkEmFdmcTfGnHgJyiMB8Xk2MpoGOi8qylhlaGJIDSFGpzA3juKUNlnCR+fbvb4BtX22uSrnhPXgNtByxp1jqkn7sJGohrtmXSYAD93E17TOEb/88X8MX/9xXQ5gTY2QI/ea1bniLwE1cAS6ktwQQphfL566DRsG2jk0GO4h3XfHY9e116ewPl05ej/VQ+eQn15W5dYRlS9OYE5++7ET1XPLmH+fPxus5euorqqt+HrAjIUhx++GqXAp0I9fYI+x+9Ao4w3k2f28LBB8yYZyIP5Ox/cAOnz3Z3xOaE8ObHRii20wA4AcVmgjsfTVDnNp5HuMDNrigcvIQm3obFHHD6gsb0pliMofYzf/cc5aa5T1RbYKMNCCrfOYMecPtusN/lBuPsuQpuBb6hktbA9Dpheo38BReb9+QZhcU2LXVzeyxvXapKIVO1uN/BC36JMmPytoi2qFIMkvURiwNLapW7Wycj2nFpRVc23kfEi7jYsDQzFqulaxOBwuKmo6pMDPNaLqijYkqik2jsiGjrGqvGulQodWLqFO1pXQvbcogBPsyRHaTITghqQWbRIWxO5Hl2z70BN0C5xZhfq7G4XqG+VAKOYEBedwhk5LGLKN/rKuvh6kxfW4Ts7J3hnU/c860yPRJbM10nn5PMWXNkGSrYxLJHoR8PCxTbTtlDPA8BW8M5zmbynbwCWMt0ofRYlnzXTcbuYIqj+WgpAFslm/kCJ4X/HsyyZVYYdN4DbbvRaUuW6Ma1riOR68yyGoVOGqCTJIxFlcavsS9Gx5abpjX2zyZrg2ngzwDQAYD8nDH5zQ1kUxtgLKwwg0NA/+4OVOU603yIgeFrA6RfMUqOc1GDBT13vnAV6X4mXErMzKUKwmufv4lkQZ7iwQRkp4Sjz19qXd7Q3sPxbcLWl+IIefePFMZ3tI0FapV4VVS4/HsK6bRu22gBUn5c4cpnGFSJ5V37c/JmiZ2vFN4xJ9tfLTB4sOgoq1TX2PlqCTWvOjOUmhfY+vq8jQsSrm7Z0RyjOwEjGwAoQv5ghvQkcq7WyO/P/H1rhEUkOy19H2mXr6yQnQUsaVqDqxo0nYOOz8CzmaGOtq5q5KwKPVYdttfUWHEs7TNIgYrSAKTgLU5lBVoUHbAFADQrDAmBPS7dxqioeokAqGhfvJPbGuMvDwCtjRWt6rFINcxpwYTA3FoI13HNCq1Qsd8k0q6KBWpivTRUEWk7M1SloXqui2r2mAY7O3iH/c7i2Xb/ndXGPb89ze3M2dQeczE4nbTk55OLoTo1iyHdigA9qlEPzAqj52HAQJJqz0LsRKfA9UvH3brJuL5Mrp2bxRnnTm3nvmK3xuKyJcNw727brOlzJRY7BP1nw97/P010TUiVju5BA2CpEl9XJkbH5S2KBFlS95cVKbuskpYMoW8lN/ZchGm1oYJWQkmlGpjVGYZ5nLXSryeuFOraMK9NhkX3fCR9rwIqAUeo0IVJNeFoNsLmeGGmEFEmVwSepchPjKfE4FgjPVegyNY7nUsKp+AEqDYZi0sa8xsVyisleKMCMntPI4oeEVrFeE1AvFIu6ra2QooqxZsnWyvTAe20fGFrDowlsmPNgQE6uo5MwEBzD4iAG1she2i3jiTVGKWlH5+zbn+til0JrWNN+4HdfIZTC64u4gXeOn4wdvIpzhd5i00JyNOqw07Xtgk+IF9Wj2JLDW11mFkCzPuhhKm79ii6s6xC4RjYvMQREB0oy4O0xsZwcaGx+8i/ypw1ZnSgoROAwJABwsmCMTzwlQf3OzuzyoxqQSZbq052LILrrbj7kx+oxgLUtIHNnj3pPWoGFSvTDsWM/JShKqM4kfUfdYrN+J42bndNA01DqGZsvl6YuBtLFc0wLinJrMLmq+IlQ+0Mnx/MrELq2teytw3fPBWKoaiz1hi+diiU1DZWhxYl8m+05yQQUkdnbRcFACm5d+xfk5jxktv7qIoCajDw89Ua2ev70TbSvED6xoP2uCMYKAvo/Wk0Fsf8jq9qkiI4pjSPbCBJTIzPg8MoUOCzyN7aLt3BUTunKuE+xhp06158gWOxAN261/zf/a9fwW6SNNdBp+fwLFLu+N2DSDPsqshrd+NvmKJE/spdv82uucdnUMcB25CtK3t93wcYfT5PitoYktMpRl8J3O9c++4ctf8Dt8rJy/fibS8r7H7G0lIH8V7J8QyXf3fuHSM27injV08wft2OZfjg5cofnFmXMkun6ABqzbj523PEAvazM40bnwJ0Sk0eF3MzuaMxuk/CcuuuG9j+glk40SkapczN5YM/GoPJuNq2fQWkM8L+p6+jWZjn9nu4r4D72y3Lmji387JCE3MoFodJM679RgJl4/v4z8RS2P8c0VpBgaEUt+tNyywWXl5CSrqJX6mKFIrYrIivadgpqgRZWqN5AleAgD5hNmWppEbd+FQDR4sRNocLHNP4Icsl3J9tYG80xT5ttq8Bz72vp788IADvueikDeTkfIinLx/iAW2YNEUCNVdI5mbuSmawizFycdQvK2o0IUBnjHoIVBs1kp3ChPsWkY2gg3WaznT3sOAmhshkY8N+C9OsUC7Pj4drxVxEwc061hJ7Os0qVGXiuXf17u0SWEyStMbzGw9w+/TZttpIW0bjBc6KAXQl3KtkGzt+yPD7LJYmPB6A2CyvoIj7yQ/WkCStkZHGYpGhKYUYeVrjuM8K06RbfdxZ3ZxFhZM4MJcyHhSYVy3cGKQ1FmUf6Io9PK0MUgOS1l7UwZ8Bi06nvxjti13sL2ESB0nJP9c3ZgFzs1lu0BWmd89GEFQs2dfk88MWCDVlufEZMkFBHJd+97KNjRUF/h0P776cofpiLVzz3Z4sikQ73QUEeftiLVy+JuahO0OyVFjbg73tcgDHsKmVwGIBLkrPiuNdco/loSEbSFPzyTPDjibd1FbFijSFrUgXux5S6LjTuWOkBJ3zxWOMTJXs10uE2GawzTlguZVm3b6QTGsh25ppWP//YCx4Y88dl9dFYlyF6eADmlUkFtTpK7QvNlsPO1Y2tM958y2fYSDyMnbPvCvTT1PnFuTIBRn32EkgE7wjvDmK0F2YIQSLPGvex8fyloVrQsWqoYLtJuh/4bN2ea1VzqaTNM/LXIwAoCwtiUCjfF2k8f7fRZkhz9sFI2LgeDFsWdOWlhV5udo6jqYj7A2mvlITW61fuoIO773caT+L/0wo5ymmZQaepUj3M+T3E+OaVsBs3G0vs0Mc1CjD8J5nToBywphfrbG4VqG6XAKjGlwbtzxasZ9RzMXrbZXeeB73LefO1YNkXZCzNN0Ka45SjCqgX6Yk2Dunx5Vxe2MGDUI6jZwX1p+98QwH01F3vC2JG1pbeoDQeLjAaTW4MBFBMyaIkec1Slaea5khA2Doqu8db7/XmAOUYlRaMN3lluq8t3GMcVZi7vYiIjZgpXfj0mAhI3ihjbIS8z6Q1NfmC6X+X1TcPEpywhOTkgM8VHMDgKIAKcjXuHs0H2rON0qFnIfDZ4SEstUH/D3FRiRSqv3P9lyjbNk4A0XghOLPS6MERo4DrXKYqLhSL12u+piv+mZk7zp6yl0X2EhxVpzKbNjJ8wX0YgEuCvTRRstjpKiJw0GSGHCT58ZVLUlEXwTMZhKARK/3IR6zGIBxx+TxsN5VimroMicVfOk2F7t3MStNn0uba/Kqe7eOYt1TRmfchSDHiea27SHIUTCEGPaZ4YTaBYEQ4DVzgCurfe4QPscSrHA7r7SNF80WeeX7T7ICNTGChGZBpYmvcWkZhsa2KVjMHy69WNyRQEnOZSsW5x7L2yQMs/9NngcmmNC1JeraZWJsnOsZM2FRpcjzav01h9q6u7mxGuYT48uTMC2TBU2ldBzA2XyAnXzaTpMXUATdIzad55ikBZJ0jViiPsVQvqdj7Xe/KwLNEqj7Oe7+8TXk9y3BQG1jb5gadlVTX2Qhwf1WxkW13NSYX6tQXS2h9grQoFUuuFaoKoXExjH5bfYLD1+LctqJvTIfSjorufG2PKys4yW9juSDMhqbA6BVvnusQ0ox3rGzj6+eXG73GIsAOpVqbOQLTKeDfvVjHQDfl9Y9195kC1yZnOP+bONCjGKA/4rcHM1xUoyMmuDWFRNGrdVyhkXbhs7/4FiWrwAp4SFL0d1YcMhYZcpyyT48PX3ryirL9EJufY880Oks/jgdJQrmhUIT68RwocARCjgiAOI2jVj5AaySEyg6XpyBU1YkMJJ1EXxGJtnu6N4g9r+W7EqBkifLCGdQJ5L+eQ0LT2e5JlZu3wiN7P3jsYKFVgiZNrTiBLE4QAtkYtIct3E4ajAwACfPgDQFVEBYIH874CH3r5EARNI+y/Pu+oJjQcOi7e2VNeNjOvdSKd+iE/ZznyuaHB/hXjiK4FFXRyx2HggJ2xUDy+ssF4Z1us9aS4lBdXbjXQNo2jo61iCvDe64/VIkLDvUxsuQfW5U+7w3e3PJNti5oQUm5G9qjDavny4AV+69KgmJqPs7ytz2WN5+YWBWZcjTAJw0foRCEeq4yRBmZdbSOtuyRmFMzJIVaF0Ziulei4IE6yukrhIMnXXINnUxz5CRNiBlmVIYizuxba/KBLM6w2RUPBwC7yiY4gOYd3KhkBylyO+lGNxLkJ0oZGcG4ITkAx2xhCBs42p0Ziihi0s1iqsV6r0KsOCGGaBUe1NUVZhNY1Uq7nV4nbHj4WVS/PeFJBxzTi4Sx9PTpgu3IXrOkFswE2ppmSB0rTmRsogYw1GBG8NjvHG0jb7N1kGMiXNbK98GFTk2tiPXqBLG1dEpDs4v7urZWnSAS6MpDuZjj2DBgZOlr74+vTeQQWZBy5rjghSQq6qxwLk9dXQfMUKTsdtvpMxmoXWlLjS+HvkYHRBBZ8DZEwrju2w23rT+8cakTJhfZoxvW4VDxOQUOwxOgeyY2l3JYXzoF9eqZrdj0uYYMcAJo7hcIb+fNrsgO4BTD4FyS2N0x23kZPMSQY8NxfTwAUOxiR/QiVGEi21CNmNk57qJp3GB1PNLKQbHNahk0z5NTUxBNUqQHxUw8Txtl+iRGWDJ1L0UuaGe5lEGKmtQWRsFTpl2QjN4lIMWJVDVnsLMCQFZCi5Ks8ouFEpOjauXCdwPFM0kacGLgg8EBybgn5n9BQUiY1lxZATMDeGAo43mwgb8Ay3hgLvSmOua3aizseSkqbXeKFCagD2CAGEOJvL3d3CgxNWnuQtw5Dl5TQAoUfH9Ily+EEjIdkTcApsNUkPQCLR936krAi76gJMDVRotkHBgNQRcIV21+52qth0xcBzJw2ni55HpEhUHZURgpfyXm7PaNBZQv64GfNj4nAbMN6QgDmzYZ4AskEkAbf/rhFoAklBDWe/SuHNuIaOZm9xx1f5mt2pphyBpbrtM2QYTmjnHkQlIXVk1sTxCg03QxurY8rXN99iV7ZsoFqyMsgqHZLcGuMAK56JKMBkUOLbnzosMm4JyupM/BiS0gkoY2r0KYrd71RCgNihcsmbVtcKszjAeFjiem8Eo3bA66w6Ra2Rt4nQub5zj+Hhs8sf8xVbFd4SArSLQQiGdmtibxhIqwH5s0SFWQz1m6IEGVQTOde8mr1wTVKabbShcPWWRIh+UWOis3wt5zevss+5cZPW7t+51ky8BXZ12TRMgZdBgicXOTbuJiWFZzHOstOZE8lPCeG7vAF+f7mGxyLDZqcctiDKub57i1vG239d9iwbunqwC832nyJxPswqjpMT5rLtZrXxuOnmFqISxk8/wjaMdr48acLJM1njOXVnns7w7FmPWHDIxQ5oV6tpYBJLEUUv3X1esTCI0rrqdjUZXyCNv0SHNqAYE/q5j1DnsLupt/xW7wMYHH7Q+93YVVNVA+dQCeGbaroyKwN13v+sW6t3Ko2wFG+XiQ9/2KuqR0y7athQ7Gs984E2zSamMD2Lg7BmN8/cubGH++Hnw3RXOnlCCyhqAMvTSb35CY7EdIGNmzK5k+MZfTlp6aQsIAODgpTHufHQSHWFv/vlNnD2/2QIQV+Qoxxt/ZQf1dksv7cqtL23g9vde9oGLldkLl3D4oSttG5xiSoSTD15D8fRetx1pgpMP3YSaCFpfV1+a4PjDN8DD3LqpWbro+RxcFEaZFyCnEbehJ+DRRYMUkst7UFtbxlVtkBsLDilQnmH6/idbGmZhfaDJGLP3P2XICQBPqefrl1A9f8P+8a091TtuApd2Ov1OaYLZe58EjYedfLQxxuIlUZdoC1+/hPKFG35ZZEBO8e6b0NcvdRX/JMH5+2+CNyK0yZMRTj78BJCKMWXzVzd2cf7S9fa42Adn+uJ1FE9d8guT9UoGOEdLfmkThx+J0EszY/quKzh9/9XoGH3w3VexeGq3c47zDG/+5StmjAZxOcXVDXzjr++BU+HyaeXwvVu4/b3bfiU2zRt/cQOH7zH9JOPddEZ49X/PML8kgkZtsbO9BLf+Wo06bzcRdm5mZ08THnystMfYs7qcvX+Os+dbN6bGVS1hbH34Psodbdxo6nb+qEeMK995FzpHxzVudl2DP3Tix/Cw+X38nhon7xD1i668+zGN8xuq2S/ksXzzZF6mmGSFmfOXrrZ2tZCiSDFMK6vEE+ZFhrEta538zMCiTD0qZXMiTCiOxdrIBK4J8zI1dNI2HWvCg/kEO+NZtE1rDS0G7p9PcG106rG6dQJae/O3gAKaQPME6YMMg7spBvsJ0lMCSSNYeK2ELkhyr/aEUE0YgyfP8JH3vwJ1aQEa1r0rzaxNPykZvM2EulTQmqwL2+ouWVeWOUH8acpS8K7g0ZKb42j7oQFuBuSUZbh5p3FHa6iGeyygRIzBoMTzG/v46sFla/0JG2rGUprXSJTGbNoFHJ30fb6Lri1rWx6Brckcp+XQxNawv+jRF0Lq3V8yRAujpMRckBkwGXDyVggOXEGOcS1KLd3pc/Od5xVmVdYA0SyvsKjS7h46a0iW1ZjXKXR9sbyPvkWHgcGJRvofNs0KqFixURUweYNR37tsNsdLrf9tbe7Z5PND86BFVlle+62nMbQ3ziyOWrazOeGPf+OdyKw1Ryofw3sKdz75ZOsbKmT7TwjEeauMcJv3+n9PkBRmj5125YmQnBV4+v/MkMzNXhnG2mMoh8e3F3j2VxKosvaJBZhx6Y8DVjBrTSGtcfM3Tow1x4lT7BclnvjkMdS06MxcycE5rv9Wa0Vx9QDA6NVDjL6R+NCdjZK++YUHfh4nVY3NP7oHPZuBRqM2DzNQVtj64weg85lxUytKA3ZK0zGMLp0pawZZZjUP5Fg2NS4K45qW5caqYtvJVYXxV/aBRUBvqhmYzTF6Zb+1pAilXj04gTqw2y7KOB7WyN54AFR1d46taoy+GqmLFDBfYPjag4bqWlqF1MEp1Mm0BXVCuc9uHRkabhdbJN5849eOQdN5UJexvG187cQAEy9+h5EcTjGalV3gpBnDN099KvOYOIuPbaM6mWHrS+i+CYkwvH1m9ryJLAHvfPkcalqY51mAP6prXPr8AmoatFER0uMFLv9RAgh3UWOJYmzcKjB8kDT/ZTt2v1wjnWpbl2uL2Xx49wuE/LRqy4IBL/kZY+PlvKVbb8oD8iMAnIPlSpW9LcntAZQFMd6u3TXh/q0dpOeqTW/fsaok3HpjDwMbKA20wCU7I8xvTzDRaMGRbWt2pIzFueY2RpHNQtDwXop0xs2i0GP55gizASsmTsZs92xO9KxMB3mrKkGuDKU0azKWAVUbf3zpxtMHBNhsNDrIqpZ5bSmgiZwTRRtCgspLvz8d44XdB3id9sARi9UqXhki4Gw6wCgpkWYVirJH+ewhMwAAlApqqpBOCcmC2vd5H6ig4LcAPDph1AOzUFdsKPBeiapS2Mun2N2a4uDQ7O/R5yXLtQIltWXLa+9PuUgxGJXQWq/nLtVj2Ql5WMLj32yJKeNR4OesJyPneknghQINW6AsJbEAugpic1Ri7Hssg/ejcSLAM3uHuDPfwtn5EJ3NJkXey9tnuH++Ae5TpmNkGH1p1gQ6RIzrG6e4Pd2KblTrXB9XyWS0wHmVGzcx2wZOgETp1t2vt83wQb0c+1ZUavu7Uj3PXAv+3PM7GRQ4L1sr3DAvMSuz5QsUPTLMS8wFTfW68sgDHTfOVInGEuJWoZnMyz8pHZ0zQzKdGbrnltLVuHLAgKTSDiJlxwGj2SyMqhYAEdp778CLchvx2UUFxYZaug0GZv9hriCUEQEWFJDMa/9ZsrEEpBnJvILb6bwlYyDQokaHRQoMVgpqVvqzYtK6FqmzRTt65bfWoOmiGxwOgMoKKMpWyXazngJovui/b2dTcF2bvtW6zVdVwMExuCzApXFVc/vgxMgGnMg4HZAy1pEsA+WZ6ROpMFNL+8znU3EjWqWftQZOIzTSAFiCFRm3A4CnkX2DbDo+E3UJlzeuar8u5xamyIC0OUfdy0iW15RVGYvP4YlxJ9PafLu2lBXUwWm3fTD3qwOOrKjDgHY6dLVj9mOwAFBRIjms2vMirTqZtvUHb+z03kn7nMo3e1Vj8MZR9M2qFiXGr5lzrFRryyZCdjBDBpjjsn0MTG4ZFTC0AhEzdl4prJsrebbxZKGx8zW27may7UB+wshPzcuH0QIaEDC+a1zbQmY10sDwllihc7F8TEjmQPJ67tXh2p4fE/Kj0Nprvia30C78BAuTO1/SjYvb2xCD/FiWSF0lUMTGfUwugEk0G1PKyDAoaZDZ5b0yriEahCStURfrOWsURYqt8bxXce6V/z97fxZrS3Keh4JfRI5rXnsezljzwCJZRRZHiZJF0tRg0/ZtP7RgouUHwWoY1oPhB7sN22q12mg3JMOwZQgw9GAYvpABv9hqX+lKl7rWUJRIkUWWikOxWKzp1Jn2vPea18opoh9iyMjIXGuvfaookaXzA2vvtTIzxsyM+L/4//8L+1JOEEcuuu0JzFF9PA3Q2ojguAxpdk6d7PbK71nqoJ+EaDdmOJ6eoyApxUy6pjljCle5pvH8eTY9N3U61S6ef2UEYL6Ya7OQg4UMrK+IacR1WeLgW6c7eGp9D388eAgZMwspC0spqCvnK6WMMoI48hCEMWbMX7wZ4hKxOvb0fq6L0J+n2PcYAvT5hy6SKzYVriAG8LwMs2nZZY0QLhT4BeCDEI4gjPFo+xB/dPvh0t47hbI8hpVwilfubi0HaM6T81zaVLkOx0YwwpunqxdW4rUQYK0xwcmsUQBLzBPEJedusGmDnApxvRRxuoAIoOQ2yNEKIhyPGvpQzUvRm9QW12VO3g0/wTj2L3w/3vWuazYzihJTKS/0mTnxy0GTZMgfAntVi0MEJBJj8DRQsCYqMKtklaeDlUnxt07Lc4VE7L2TK4DcyYGZAi8qbkCLrQSbd92IkSGmrduOm2DW8YqVdnMz04IFQbd1wcPJrPJsUW5qFZTR54EczaZGiaCKDgOQWg0k8EE8SRtt1ttMW1Vnm2ms6pMXXv39ImLnWbqf+W87LqcghIB4UmFWSr0JcuQ1c+tg9zGtuMdz6pUDXAu82M+Ufb3xHOnnS0qJWnrRvaoqwxQTrJh4TBERGNfNY0rU7+a8IniR/r1IaAD9jotroccuk6pa7a9FrPhu7cKv9ATjo47pcUeOb0SNU+q3RZd7r3P7fVleWCbiZFzPcnk6x/ddXANEae56xhnBNPUQBIn2+z/PfYalVGxa6hTvfV72nITWMwYAaSJY3JjC1pwgTVxEzEUoyQQWTQGVxXDRrrujDnabg5xmuqpNGRHEAqcugn0X4YEDbyhpoQ139WWea06BzOeIuwyN95wh3Y7B2ingszIZECPYP2vBpynWV4Zz9/fQbWcEnBFBQKAzIWCptMoFqdw0dFEFFzfCns6WBjlv86W/VzBFXIbkamQNagIABEGCaFYGf8RRm4NWZZijVeJwPLR+gtuTLobKmmO+Fgbo6rQmOJvVkCVUtMV0jawAaJVlmtcsE1NFxJ49ADCV8Tn30o+EcmyEIxyNG2K8l8UzH5jGXrFuCzOyvht18f00z2uZOjkcNTenliZU0EPHFXtH6fqZH5WPnKfqXnyh8pW8+4FO1XPJhZKhn0fDT72gKMhrtRuZlRcnyBmMmNIWZDoVYqGCiiEBk3RL4Y5xHw2FwxamA4/z/PJ2cKMuRkD1HDGZ0Qq0uIRIsCZXu+1R0qTmrVJG5/kjnDerzQmuL+UnKaMFm9qsRBldBXLsOBxBF+0LkBOGgG8BHHM1nxAQ47cJdkosYrIdhJAig9g8sDNPFl1j7z0zLwtpidKbkOYnjDrTUlsL//mce1J1r5RLpL1cSK2+sI/b5SipAsbGs1RlMSykPU+ocv3iJXdUbj4HLpXviKoHtAVYpzfHCJ0J9DusvYYUkQBRQMgYw41rKt9bNckYIEaMTyphfp29Qk2Mc3MnLm7kqX4rBeD7Zvn3XS5csKWFJlua7fdf5fsvz41jD/VApmUEwyhAK5xvKbfnNi6BFiFcmC/s4eUCjwHPBF22uaktywSZwFpjcnHF3XjOT0d1bIQjOJK1rPAOJARk6MI7chHuuQhO5eaeczCeCXoK7wkFuAukDY5ojSHeTMHbCVphhGZ3oi8u3B6pDGeJg68fX8Iz63fg+jLWZgGw46lYxSww3nGCNHbAGIEXpDh3/6ELyNIA822UOW+tqSSmi4tOjNLzQSiHHySIIw8sLZ6krgAQBZe1UoUAQgSD2iPNQ3znaGuhVYO6HFvNEY56FfTOC1erz5Hz+pQAW60R7kw6Yp+bee/7vOTyWfP8FA03xmgSFPLIfI5oNgccVGVtH9PzIEfdTxBHCxjXLHBCKQcFR6IY1xzxO1vEAFcR98S5AL2hkyKOz2GPq5B3P9CxOqRykDN+55YTFJUWU6mQ7mva6qMYkXh5dcG0DCmAo46b5ALq+WDmjulEASxFSUuMNCYwKJepFCtRf5LXpWo0khadPIMK5dU+Zx9mPFdEFynPpsxTpE2RlNF8NgOfRSIWp4psAChYbtRv5aZGg0CQCgRBcfNPU/G3QYDRXhXgXwIRZjvmWV7M4/OAStXxBcBG1cGui6qnWfe5YltN7OvnASzbJa3gkkgK5wuWJZuJraqeczWDHAQVLIdV6asopSW41wsCdvl2WXa71aKCdEczNwfVbqBELWAoi6y8R3KRpACcAD0uEA69AKIUURsM2aDHXEDRY1GFsmAuzuRWIqO+1tiW14tc2JvpvtyDcIJRFKARxIVjy8o08lHzEj2ZjSMfLd9YGbeBkpm1BAyT2ENYjwFnzhh8nujnhmAS+WCB/Cmft6NxA1v1+ZYOkQdH5QMn6x/NPIxTH82GdJ1lAGYUzqmHYN9DeEThjklxS4fz9EtVHAWyQFhvZpspkvUUvJmKTRA5wWG/iZ3WENSt2mBPVpMRnPSaGCQhrq+f5sQJEuxUTacsocKSZvVLEomIAi9I54PDJax1f55yISBVVWcTgBMBcoIwQZo4yFTMknw2iCRzYCnJQZNdBgSYpA7H+7fu4KX+DmZTX1tzqsBEuzXBKA6QRnMiOr5HgyF1GS43etgbtOcAj+XKbdXFZqMmUQAnAMlQ2lxVnJzzf44QRxERLIANxr3gHAjCBDFz9EalnpchZgvc6GzlXC0uEOi9tCqJEM6Rdz/QIUAaEBy/j2jriPB75wAH4jZB/7F8wjddRqabHNNtnisQ6hwDptcSxG01mchB0+FgLkf04Ez49Vp5Ji2OyZUMet8MYw6KVgkm2waQQX7N8ApF1Ml9gkW7CJjv4uxhH1lNxn9I1xlOCbK6i+H1sFLBjtZCzHbrRasOAFBgdrmFtBPqMnQ8k+didqUD7rn5OSW+h2SnW9ypXiqmrFVDtmIQORqjPes0wMOgfM84z+mlkxR8KhjVeJpiPv+m6hczWEJu+lmrgbRb4mNacVRxtQDwXBQ2zJRt5I1aAfxogOG6II16EVjI88TzQMKg0qJBQgG0qiw+pFGrZHEjrqOZ30ogS7niVSntikFOl0/1NbweCj9zU7i81/WwGmC5jmC7M0X2JQ882YcW+KyygAHyuaI585sJlgDw0M/LMp5TTgl4IxSscFZcDwgBa4XFPlDgyKVgTZmfZUFhoYusabTLSJ80PTBfDBy2y2nccQWLm2M8TxyStp4WFy+kOyrzgCwkhXdZKVvMF+fNuB0lacjFIoleVMmvycKcZKXgVk5F2eaYkrNDkuI5Y+FF1YETgGbWM3xf3nGZRB6afpQrvOcpr8YqZxK7CNxUg4ho5iF00gLNc0msVzuKpFXoHVCao5kHZu6SzglGkwANJ84Z2cx2LKHEcQ7wjOCt4QraYQQMXXiHHsJ9F35fuKaVFisrMxIftUjAfDEnzzblnjfdFAhZCXjEUw9R5qLRmgnAMmddhGUE3zjcwRPdfTQas8VudrL9Kl6nCEyXBDtKlrxvS1tclszrYgmWBGUK5NQEyUNBQScchHJQygVhwznxL9TLsLU6QNONceN4NXdzq3hAqCsopQ96rdyas8hNbZ5UAfU5oiwx9XoECo7JROhC92RMJ8BWc4i7o04RRBDAG5PyHkNW2sL/OeJ6GVJGwc+LtVPZEaAZRhhEoVw846gF8eIYmwUuu5q97bxYowp51wMdxZaUdBi4Q0r9yFwg7RSZYkQ6IG0zpO2ssNqgQEtzYwxWZ/k5Ljfxc4HdrZ7Yw8JcpYCggm1cGub7Zsj3lKYc0SrD9FI+qOXWGGD4UIpoRdSduVJJ4hwscNB/T4a0ZoEgCsRtB6dPGsDDkOFlF70HTVpcIjfOIDh9wsNswwAfqh6eg5OnAvCaZQIlBFk7xMlTAhDY7kWz3RaGj0igYxIYABg+0kGy2Sq6M8m9cFinIRjRskzvi6MJBdziiou24hAK4ilqaD+34vge0t1VQWVtj9CEYPLIOrK1VtGyAwC+h/ETGxJ0WeCoHmL8+EYpP845sq2uoFqmBsmBrHt8dR1spW1ZRRgIpRg/uQXUyiCDN2oYP7EF4roFCwkhBNn2CmYPb6JKpg9vINteKbuquQ76T28IEGfeFwnses+sF9NIN7Rkp4vRk+v5caOeo6c2EF1bLVZg0R4slCBdb+H4Q6uVcUKjx1bQe+9qaSmUMI6Dj3cxvdop3hNCwEMPtz7TRtYOS4Ar2mzgxmcbwi3NsooePd3AnR8pBkcqi+jtT/k4eyzQViRlDcp8itufTTFdV6snuZVkskEx/Gsjwc4kjykZPAiMPj7J98ghuXJGP9TD5IGkZGlmHsf7f+hVRJuCXZGqPUsYkDQZnvyhN4RyaYAVAJhcztD6xGHB3VXF/fWeTtB7isEmIuAEOPqJSNDZc8AmYbgv76wosBI6aZE+eZFyZZxTgdWOK258JgkKSpTRpYLzr2nsiE1LqywuHCDj5VdQs4RqMp78mINhGqDdmC1U+ucqPxkBH7vYe3UDN1/ZErTQE2m9qcjOBjvaXVR6VGQ1Md/OtlOk6wl4PQPc+f3NGcHeWRu77QGIO2ehjRNwTjAZh3i5t40PbN+upIsuKbGKctorgh3OCOKZB0I4/DA5P2bnAtYde33zImIN0+8oeCpYclKaM6zxfByljkU+YMfQyPABQjnCeowPrN/CVw+vIIktK40V4LjSGWMQhUhm92jNmWNVmpeHnrYox257gNvjbjWpwhKxWICwCm2FarPRnC2OuRALAZWJ5cfSU+eJH4j4nKWBGOHoBDMMZrkrXd1PMIkW0HZrd6Ry25thhFHiF+/9knJhoPPcc8/hs5/9LHZ3d0EIwW/+5m8WznPO8Qu/8AvY2dlBrVbDpz/9abz66quFa05PT/G5z30O7XYb3W4XP/uzP4vRqMja9I1vfAOf+MQnEIYhrly5gl/+5V++aFVFfQiBN2bYeQ5wIl6y+NYPOda/7OauH4a0XnXQfkU++NbNzb7WRbjnWDuPEzgzgpM/3YY7zV9OtYIUHFOwr3TzvOTAyxyClZcIVv/MKYAgQNRz+wsUrZv5oKkUF3cU4+pvM3jDrHjPGVDbj3Dtd2ZlilsAa98YYftLA6PeXDwJnGP398/QeH1QHJEJAY0SXPr8MehgCjuWwjkeYusPDssWEQD17x6h88KBzsdM1/naHvybx1DMbTxJwKMYfDIFvnsDPBFxOAA0yOGMg8VJwW2t4MLGmNwPJxBuapJswN07g//GUbHNcpRofHsfzmE/r6NwLgXiBM1v7OWUz2a8yGiCxjfuFpVwmZ9z9wT+m4fFjpBKv//aHujxWcmiwxkT+U3LrGZkNEHjm3e1y55pJXH2ThF+98BKINpQe/UQzv6ZLN8AE2mGzp8dggwNVjbZDjKeovu1w3xDVkO8vR6aLxl9aPR786VjBG+dFtp6nrhHA6x/8bBMMc45mt8+QfcbJ3l7jH7e+sIZajd6xfYCILMEV/6PPpz+tHiOEARHE1z7rQlgUmDLPNe/PsGlPyoz1IEDl/8gQffV2LCkiy9OzHDpt12Ep1nhegCoHTM0//cmnIiXXMNabwH154s7XyvLbfKNLmo3vQIxCThAU4I/++rD8HpOcYwigDum+OYLDwiqaDmGqcWYcN/B2QsbxRhEOY80X/HQer2owApLN9D8ag21I77U5Pf9Ij9o85IpWUqRcqpdM84VY7DnGcUk8eAHOSHBMA5QD+WYVaUAm0CaizwYl8p2VXELQICdH88o3AnyuYqLOt0ZdbDTGojnU68gG1YMWxiAmIL2XPgHHsIDF8GRA//UyeNorUVLOzvT/ZP5QNLhmO0I6w3rpIDHSu9T4b9uH0EyczGKA3Q74wVgTQDPNw7WQcFxZb0n98wRFZwHCnhGc3ICy7ITzzxwTuCHSxAU3KMsBCpGve8J0FzAkkOd3F2tQCMtwQt1mQD258XPQAD/927v4eZ4Fad9yUJmgibjmWMBx1ZziMOz1j0p0VrmgZR5gIVwOC7DlUYPd6vc1koxFnOEcNRqMRJOBTOdOkw50uaCd8wGOIuKIRz1IBb78yzZN9SVRAQyPkgTEUQWa9tcS1MRjDb9GMNZUH3+vLosfaWU8XiM97///fi1X/u1yvO//Mu/jF/91V/Ff/gP/wFf/vKX0Wg08OM//uOYzXIF7nOf+xxeeukl/N7v/R5+67d+C8899xx+7ud+Tp8fDAb4zGc+g2vXruFrX/safuVXfgW/+Iu/iF//9V+/aHWhmI5MH3UARQWEF7/bhASFTUFhfDcG20JQo6FUqGPWPSvUgTtAFhh1M1xXiuQDyBUgQCqAdoMBvcO7Bb3V+0Y4ivuJmJJxEM6LpAQ2E1vFiEekYlxwX1MKqAm2zBEzzQTlcJaBR5EgG4gi8FkEFpf3wymVae+J4ylGtVAwqvlebpmoCnRX9chYkcLabGOcVAI4QZdcVkyI6q+q/YFUurwBBcsJTxKdhwlmOOcCBJrxQar+jAFJUr4nlIr+TdNie1TRUVK8n4To+Boyk0qSDVjSTKSrEDKLgSQtxujYsTwVfUHipNzvROzno8uy0tLJTLLt8dKHjqLKupMkgzOMcrc1Y/amcQpnWu5DwjncYQIaZ+KZlnFyysrhDbN8TKBUx9/RDPDHvPL9pQngTLkmJtDvKwBvLM7reVG97xzw+xQ0zt93Kt0wCAf8M1pwQVMfdwaEx2LlW7/3cuE46HN4AwFm9KKKPNe8y+BO2feL+/9S8oM2L5mi2NJCxZamZIkbwDkwmgVohpFGsf1piE5tludVqWTlH87EZqOBIjWwlf9gyc2UZDqaAJm5aMsJTocNrAXjsvua3caUgIwceMeeIBY4E8QCah8omsKgV8/LLSwCq3a5QNrkmG0wRNsJ0rUEvJbNj0UyD5Pib84IDk7b2GkNwYJiej3VSnCSzlw8v38F7125i3Zrcr4LGyDICYBKsJNELrKMIKzFOXCaJ/ZK7jnPkD2dlCtWPLjUav6yCrq+XgCTIIyRxC7S2CndC0HHTardpkwXNgmYLq33sOpP8J2DTRngX26Lzn4lxsGohbQqyH0pkLbgmnPuRas5RcQcTN+m29p2e4i9SadAne14DMzj5WLvoQzicPhOJu7N3IvyjAkRVNQMRMfUmFbnvC6kuv+sY4q9LYouYFEy5ML76PzkT/4kfvInf7LyHOcc//bf/lv883/+z/E3/+bfBAD85//8n7G1tYXf/M3fxE//9E/j5Zdfxu/+7u/i+eefx7PPPgsA+Pf//t/jp37qp/Cv//W/xu7uLn7jN34DcRzjP/7H/wjf9/Ge97wHL774Iv7Nv/k3hYnnwqJdp6AHi3JMmty4TR1nABw5hygSAshnxfhdWGQw864AO9zIXuUpwAHX5YhNA8UISiC+K7anuQGXCjgRQeNHUsjRS7SJmE84BUgmqHOJ5VJW6C+dtwF4qkCUDrzmxevt9Ha+aSqsOCoGpwIgmBYbBW60G5vjgDjCVQ2eK2JWiAA+hbKrxK6fLY4VB8JY+XrVroo+mUcYUJJ5hAOU6jwrSRBUG8w62G5qVeQKVaBVARQrVqaSVtq8xr6+inXOPGez683rmwoXQ53Mopk+7/rKZ7tQZ2iwUVyUI/q91cfNbDnAFGiS5zRVPMppSvEDSikzxgWbUMB2cxVlCEsRTXOwIy428qYA7HHCus60Ytsup6qu5J5m3j9/+cGelwgGsxCtMMIQ9cJx+7rSb8IxizysSlYznomYmMudPojDNLtX0WcbhTkQACYzH+3GDBPcw/4WKOZHuGAuUxuZAkAcuZhmHpqNGXpxI68PJ+L9S8SeN86UwFGA3gD6ut6wvpvn5LHM58jqHFmdCasNRbG9dtoqsV08OEEWO9gbtkDXolyPQHFaIyAgDsN4FOLFk8v46M5b+IPoEURTucnhgiAillBQj4G6ck8lY8UjjVxwRhGEMeLIk25OC+qv27C4zFISfVtk+22F8zyQdUEhlMP1M7huhmjm5+xqasAzQc68IPiCgi1IBT6wegt/cOcREeu0oFrcc+G4Gc76jXIfLbI4LmyU1d9Wej1dOBwPdE9xY7Am44cqylmiT6nLsFPv48WDS4W2hrUYUVIrt99+j2wdskIuGp8DiM1Lh3GgY2qCMMEk8coxUCbYmdPXaoGkELP1vXRdWyRvvvkm9vf38elPf1of63Q6+MhHPoIvfelLAIAvfelL6Ha7ejIBgE9/+tOglOLLX/6yvuZHfuRH4Pv5stCP//iP45VXXsHZ2dnFKsWNjxI5KOp9LeTN1lYaKTQ1ALmdh8qn8JsXyyN5+pL3gKUwLVylsdM60Mqbzelv1itXtIqKqwqeLrBPaYUXRfBjp190DChadMzz5myQMSCWTGqTqbDiyD1x5tFF6/zNjT8V2UBouKlRKgBKVT1L/USKn0XXAWXQYJ8/T/kGdIwNURaUwuW2IsPL5+y6msftWJeq6+3jJlW0AhAXUW7N6xe5rJllVdWpol3qWeIOzb9X1dHuf3vPJ2WhNEUBSPWsq6y40Q6S10Mnk2VUeSOYlPXm2M2cfF8snYYaeZDi9SXwYjRVpacZEeOLbX2uAD16wcW8Rn039+O54Hz+gyLfl/OSIZwLQoJ2MMsD4c+bxI0HJk0cuJSJoHaI3eMpuN5NvpwWuYIji9NxOs6S1pt5+cr/nELQLMt4AZ4R3B52sdse5M9ZQiUttCQW6FE4UQXIMUCM6fVgungyD0gaklhgSxIL+GyxhmMDn0IbqsZuoNdviGq5RTdSc91HxdjcOe7icNbEM7u3haKmy5s/vjLJMKZjdoyYhSwVrkmul4m4nYuw5F0UhLxd162FVg5IACNIBwjhmE0WgJxsAcgxs5UkBh/deQsvnF7BYFgXLGsL2kMyhvS4Bqb2zTHLX5Du3Daa5+dYLIIwwVowxmG/OR+MLSifEJFPrRbDIVxYheT7RgjQCGI4k4r0i6o9R9cNazEmsQFSzhPC0a3N8o1BCRcxNrOguk0LFnUIAcIgEUQEy5ZvyTsKdPb39wEAW1tbheNbW1v63P7+PjY3i8HTrutidXW1cE1VHmYZtkRRhMFgUPgAyAdJqbQoIWrfGAVyCooA1wNswRxuiQqG1O+lMhuq6w3gVFqtJQqwFAft0ntppNPmebUfh6K4lUqkOG8piwQQ1Lg8X53Xq+6irQXAo/brWaT4VynChb7l+THb8pHJWJxZ9Z4486RAHU2oYD0z9sUhvpfTRc8DHAuABAC527WljNtpFQW1TUVtu4HZx3RV5gy4y9R53j2pqsciOc/C5NCKZ6VqcCq3b+61piukSrsIhFkEBMR2g7OfK7Ps8wCX/HBCAMcE/iYQsdtkvBPEyEv+N8cIc8Nfe9wgxriSX28cQw6IFMuauXBBlCJFeWkvoOI1+acwz1qudISjZM3R8VoX1I2+X+Uvcl4CFsxNhWs8+DTT7h3LuHMo4RlBlLpio1DJyDdMAjRq8fxX3QIQLKXIGJXgZG5TlhYnAmpyk1BRHsHJsIG2NwNPKJwTT2zqeWzRQpug2wZkRr2Yx8E8rve8ibZSpBsGsQAx0qr8qqTqmgXtZwlFdhRqV+2SYTuhOh4kSym+tbeDmpPgwa1jya4mr1+gsDGZB7VjiCRgjKYeWEYR1uJ8z55lpGrVdd5LvrTbGS/nu6g+BCCEwwtS7aoWz6xVfiKsgY4COYusCBIQESqA/Qd2b2N/2sLto5WFLGuAHHcZA53dg/Jsgxjt/1vRbxXlE8qx0x3gzqQrrU7k3Km78l0mwG57gLvjotsa9TMQwkHnRQBULIip/Ar/AYBwNIJYu9ctI8ThaHkRJjNJHkCAph9jOjNcz6osAJWZcbTCCP1ZWI7PWlLeNaxr/+pf/St0Oh39uXLlij4XNynufJojlSxIOuaGc0y3CI4/nla6sPUfYRg+mhXYXQgXlK3ZM0PMNnNNQykuWcgRfuAUWY3nSopcnIlWOLKnhwUFSJU7fICh9x6Wgxql7FCCw2eB0S4t7N0BSpA1PNz+MQdpXVLZGsrZdMPH3U/UwPXmh2pDUYL+ow2cPtWS5RcbfvLsCqLdpqxc/hBy38XJs+tg9fLDzto1DN8rGMhspSnZ6iC6uiriRaQVB9MZ+FSSGhgkA7rvKQExXM8IJeK8ZFNzdrdAmg2Qek24rEkLDq8FSK+sl0EKAN5pgq21K4FDtr0C3qyVjoMSpLurwiXOFt9DtrMKk7JZfeftJtj6SjEvWR+2uQLeapTBDyFg22uA55VBTuCDba0WAY0qq9UA77ZQclkjBGytLaiijWMKCGRb3XK7GAc8F9lGp9xeALwegq22KkdcttrKyzLFdlUz3B95LUCyu1IJTrO1FrL1ln6eTKtKfHkFrOJ+cc/F5HoX3LcoxAkBq3sYP9zOq2JoKNF6DZNLdV1f/a4QgvGlEHHHK9SBE4B5FIOrLrKQFscOAqQhwegy1QsPxqIs4jbBdMN4jxXAkeNDIoNH1SIIADCHI17NikHhXOTLXCBeycchDXKIiPuL1a3kYkwjqQBISYsgrVv3UaadrlFk3jkbtN6XpWXR3KQeHpZSxMyBb8bp2IpA1aqn/AxnARqKgIATnE1q6NancwATygCCE4xmAcJavJziPHcFWvxzpgT1IBbAixHwmCI6rONLLz0Mf98rxZwV8jNBjQlC5If5HNkDM9DHR0i2ErBOIqw3BnArtHVZOQ8Uyf4X9eZIQ1K2gClLjBFf8+W71/Bo+xC7a/08xuacV4unFDwjYoNUx6KfZmJj0dnUF7EttaQMiublqRTFeUrmBZTPKjcVHfRfmQa6vgAwm/hijxxTeSUcxBGfLD3HVcoo33EZntw5gEczvLS3k7v2zQE5jp8hbuVKWCXIWGTNWeRmtoQVxnEZHmyd4K2zlcVWCqONVU4M1GXYbfRxd9DW+RAiFhnGkV8kywLyxQOd0fyilVCPwSE8389oCfEDEZ+jXM2U61lWtZ8PUAbfhd9AO5hhPDMC/+bF9sxrw9JXLiHb29sAgIODIgvUwcGBPre9vY3DwyIjVZqmOD09LVxTlYdZhi3/9J/+U/T7ff25deuWPudEHLXbLmjKi77qANwJ4B+6Bbc1pQT5PQrvTCmyyFdIGRCdhSJIUt0TIvzmSQr0+/XcMiKZ1bgjgjSjfijLgM6XU8CdErijotKk3NK8EYEToaAwcQkq/DPDV5dxqTiJwcadQFpsUHigaQLQpPiQ6E1FGfJVfGsFPidJsIAEpYL22hZlRSIQMTizCHwyBZvOwNMUfM7GnyLPYn5EkQ3UQmSbXbE3jusWlWTfQ9w1WTlkHTlH1vCRtgJUjWhxxxf7wNgMdZQiWg+Fm4JpgSBiX6F4NcwBDqU6hofXfGTtoKi8y3LTTg28VkGv6LqYbdUrQRX3Pcy2GwUwperH2jXEGwZwMsqMNupg7VrhHqp0k8v18p44lICHPsZXG2U3PcaRrdQx22kWXdCkTC83kWw2y5Yg+94aaVgjwOhKWKybvF+zzRomO7UyuQWl6D8YIFkJy3m6FCdPecjqfqk/km6A4/e62oXNdFcbXvbQe9imHxXA5uQpgvG2U1oQ4C7B6YcTxC2DTEK+m7MVgtkzEzAvB0YgACgwvsLA3jMquKwpBS18rI94U1DMEznOgAvGqKff/4agyJcTpXZbqnM8/MwtcMX6biiI090M4QdPjUrnbRs8mWDwMMsXcKQuxVxg8IkZphtUjyM/6PIXOS8BC+Ymc7BnBP0oRKsW5ceq/CPtyZ1w4fo289EK8r14xtMALT/K3ZtKSilKSs5s5qGlSA0uAhAqhKbALPbAUwr32EOw5yE4cBDe8XKAY37MOariO3dE3M9sI0O8laDdmuCDl27BCTKtPC4liy4jFddwAGl1Z8Qtgm53XGmkNl3YphMff3z3QXxo/S2srwxBHS5oqs8BFTyjyFKqFf/iSaKtO0niwPdTAXjcBfeO8jlWAb4A+FjnF9RZEzJU5OF4DGFd7KUURx6SmStBESlcR11hzWE2AKqqs8rbZXhw6xi79T6+fPva4oB5AMRhuLTeE5b8QgMMEHieLFqAMM9X5UmAjZUhhmlQbSWpeu/n1KHVmCHjBNOpnwM26SY2nQTlphDrv/294ncQJpgm7tKAjBCgVZ+hN6uV43NM4FrZN7zQdiLvr0+zIhGBdd15cmEygkXywAMPYHt7G//zf/5PPP300wAEU82Xv/xl/P2///cBAB/72MfQ6/Xwta99DR/84AcBAL//+78Pxhg+8pGP6Gv+2T/7Z0iSBJ4nZvDf+73fw2OPPYaVlZXKsoMgQBCUHxqSAU7EsPqyVNSJULyF6xrgDzi8kQSIml1N9GbtUFyv9sQhgAY69Rte4YEgmXBXoSlB8HoI7boGCDiZAt6QwBua+9fk/8NDApqJAtReF0oR6rwK0JRJkgKFuAAaZdj4eirqS4hwr2GCvCA8TVA7jrU1SQknBK03xzJ/IiZGlit+q1/vFa4FxDmSZFh//gR27AMA0P4EnT8bSzAkV4IZAzIG7419TRuNJBGEA1D1rPYh54xDRGMCyk0NnificTwPzu2jYhyO6sbBGPVvjeUPks88ANy9M+PCYrraKwb9tRmUn6RofHOvkI/OYjJD7aW7xTylEk2PemIFQYEFg9HNf23PSGLQQ6Qp6t+4Lb6b6QCQ0QT1bxm00wrccQ5n/wyFYd1w5aq9cpDXnRLxPDIOsAytP9srkwMwDjKcoP38pMJ1i8C9cwr3jnHMyLvxrX2dx1zXMQt8OCdDrJwMi/0rvze+c1QguOCUgGQM3KHY+OPDYn7yO4kSXPnfT/J8DAnujnDtf1RNSATr3xiJSY+SAqAhjOPK/5xZ7qAAdwhownHtvxMAxf1KOCWoHzKEv1OTvwV4UO9y+1UK/oawmDLlsibfd/Z8FzXL2ssp4MwIXvrCw/BlPA1HDqD8AcFbz10DVfqpWozhQOMtB9mbq3Dk+004NNHJ6vNugdREZAg4CbDx2wGceEmq4x8A+Yucl4D5c5Mtg2mI3fYAh6Sdr1gu8F03JY0dULlSnMUO0tgB4wR+kCJK/Tkr1sXvTCqIjs+QzWQMyrx0djXUMS5AjhNxDF9eQTgjIMp9RoEW26XTWHzUTZbXcZcjrQFZM9PEAoRyDEY10A2GdmuC3llFIPk8qVT0i3UotckEGdKSCgjmwvXmCJNZgGjsF7h6CtlkBINhHV/Yfwgf334TX+QP4OSsmVs/FiltjAiSApeDeEwwiJluXly4us1SYd3xgwSci5V0lkkLi2xfYZ8kOw5lnnLPUXwWF4AAkX8OtIh8Hl0vA+cEcezqGKQiwBHghjiCvILPW/U3rhf/hUXjwa1jPNw6xh/dfgiRpOOea80hHJ3OBA5l8Pu8kF2x3W8D6c+x7JjWnEe7R/jG0Y4mISi8n0uCdkI5rnR7gszAiGFyJE18ZgI+8521v5tiv9uEo1mLMBiHeXsq33/j2aAcq7WJoMyWeXRqM/SnlseH+dwvsIaFtRizzC208aJy4ZSj0QgvvvgiXnzxRQAi0PPFF1/EzZs3QQjBP/yH/xD/8l/+S/yP//E/8M1vfhM/8zM/g93dXfytv/W3AABPPPEEfuInfgJ/7+/9PXzlK1/Bn/zJn+Dnf/7n8dM//dPY3d0FAPydv/N34Ps+fvZnfxYvvfQS/ut//a/4d//u3+Ef/aN/dG+tlOBEKAEcxbganp+z32Nup50zSDN1nOcPjnoYtBWknNZ2eYFiWkN+HTeUocK1RAIRc8yb925yDpIapm07KJwWrxWWGHmJ+QYarmaFpSvGiool50Ca5Vac6UyzqtlkA1XWHB2LAwhLTq1WdFOrADmFOlWduyh7lNm+Cne3QlnmdVXXKrHjeuzr7PNVsUDz6qKuN+tmit3PynqlQJ0t5iauVaJIAUwyAxPkLOP2NE8zAAquatpljOYgrmABMuNy1LOoLG+kCF5UGtN1DYwBjKMyvk3/lpeX9E6jfDWmcMjFB5Q/gF5kKcX+cQjwYZL7yfxoUnzB9TjFUd4QTj0Oqfjk/Qi9mOPEAtSoPHSenMOJednl4ftcfiDnJUM4B6KZh5qbzN3PZpH/v9pPp1YXFiHOCHqzGlr18r5cIq+KrJjhvgbkcxkjgOm2UgVyGAGZCFro4IzBH3L4AwPkmNea+g0Tz6J+vxwIWug6R7SeIdpOka0mguLaqAJLKV7tbeDRtSMBAsic/lkk1ip76bueL6vzdWKOt05X8MD6CRw/qx76lWtiRnDaa+L5o6v4sd1XsdodF6miF9WdC7DDMwLqstwaZJwHI8gSitnER5I4cNwMQS2BF6bVlNRVq+hVCoS0HJ1bRwAqVoa6DH6YIKzHoA5DHHmIJp4A0nY5hIv753CwlJ5POmCBnGubp3jfyh184c6DmIyD8n45qhkKnNYTXO70cetoBTSz+rDq+3lip1tk3ZH17rYnyDhBf1jcT+1CQgRb3VY4FGQGhttavR5hOA2LFhgb2Cwq1zhHXYbQTUUckZmXDcxkG5UFpu7GmhyBOBwNL5YgVJVRmkhLeSlp14R1qGDhuyAQvbBF56tf/Sp+7Md+TP9Wg/zf/bt/F//pP/0n/ON//I8xHo/xcz/3c+j1evjhH/5h/O7v/i7CMEdzv/Ebv4Gf//mfx6c+9SlQSvG3//bfxq/+6q/q851OB5///OfxD/7BP8AHP/hBrK+v4xd+4RfumcKTZMIikgVirwsiFQpm+MED0L7yyuIj3NFyFKtPSzpateIKpUCQ6gdLKw3yPVArqRrQyvTcQb7nBaxFF0qAlBfriaLyYgonOZ00pwTwpPsVJUDG87ylki6uV4nVSof1NihQZJZnUCCTNBNKY5wUrTgZQxXZAGc8j78BNNEAqNhHhqepcFcL/JxowBbDglEplkvUQlHWHJNSucIlrBJIGf2gy9IWD1q+Fiju3bMIAC0CWzYhwLxr7Tba11RYVebSP1ftlVNhASoAoXlS6UtRcZm06lTeDxNgVdZ3TqaGK6ZeoyAogRxN2EGg26UppB3oMUIveBn/zTHFiQQ7lBoz9HhgLKCo8QCqLrx4nayQtECrSV2BFHme55/ihsbF33qxhxV/58DnBwfw/CDOSwDEPZm64PUUaeIgZg6CIMFU7emxpIsG50BfxuWMSA3gBL1JDVdXznDiNJdirQKA6dTHameMMTUCfwlHwWxsKispgTMRhAI0JnKvGw5mOi5wFOYswsV7AznnZY54/pnHkdY5mKKFthUqo62EERyftfDkygEajRmG/dqFlZ+S1UyVV1DiKq4z+2sU4Cho4urmKW7srwEpLQ+lMmOWERycdPDHeBA/tPMGvkgewGmvmbONnXOvxcaiXFt3uLLYFAYcYeGJE6oD+n25P1KWUbCMgjFiBP+rds5b0JJudlWiqk05KOVw3AyUcm1RSiIXJSphnVbG4kgKcp7SxffPAgvUZXhg6wRPdPbxf956DKNRmAOyCpBDiIjLeWjjGK8fryGNKlTfC7pDVaad47JmWnMeWz3Ed0635P4+C0gILAtaYUomwEZnhKNZU4MQzkW/NMMI+8edBXWFnlf0OzlywZtp6VI/TDFNvKI1RaWdU89aPcI4CfR+OZ6fIuW0SA1t9lHVMSI3qnUYOsEMN05WF6c7Ry4MdP7KX/krmiK3Sggh+KVf+iX80i/90txrVldX8V/+y39ZWM773vc+fOELX7ho9SpFKSPmeKUUFcKhV3P1JG++1wr0oKi0aKXB0G/zAq3vejDJ06v9c8yHhjuWYmK8t1oZkoM8AL2KnF9PRB4ph4oxAJHAylgJ51SCmoznxynyfTdM8FOp7JbvP0kzIEnFppeSLponKcBl3Mo5jGryS74njuMAUST+u65gApsX72ECC/VbArq5YgOEeRtdnpe+6niVZafSp2GJcqrS2+21zymp2gOHVaRZVHdTqpjY5rmqLQIwphZQ0c4SPTkA7sxR1OaBsaoyNSAp91VVKITWHzRBgVV0VT3lu104J4+lpi5mjAnc+IBaY4Oa/wsVMmIDzTobGxUXwIuxubE5J4k8eJ5WHjPdbivp678P5QdxXhIVA3goB14Zp9OuzzAdqti1JZ5teVNnMw+1zkC4AKUEs1nO5LaU2wcXLnAOZcJ9LXLy+UkrcAAyAhJRuCMKd0oKZD1mXnpxUDXBaAonEHFlhCMLgKzBwANW3sxzQfOzlOKV3iYeWz/EC+OrYAkBN81F75SoFRBbEeYAZwQnp000tmNsrg1wcNQBMlIYSgtgJxVg50/ZdXx8+00871zFwWk739RynguPYXVhCQGk5URZQgpWDG3lI0glcQGhHNQRYMSTFirGiAQ9VCQ3wI+mwicwNjxVbeIglMFxOIisb5ZRZKmDJCPnuo4pNzVlqbItPKXf+ju0O9zD20d4sHmCP7z9MMZzQE5hiqccm6sD3B20MR0F5al3WWtg1XXnACRiPP9r3RECmsp9e+YkUIM0g7gRLis7b7gMD3aO8c3DXQEUZV5+mCJODRfBQr7I3yfzPwd4wwA5xvverEUYTQ1K6AXdpPp5rTHB8aSun+dGLcLAZExbZPWy+lfF58T3uFGoknc0Ruf7UmTnJDUKRwXgc4W+xR4XWWC4eMgNQgGAOwRMgg9teeFCd2cBDBBhACcKMJfrzfy0omJ8d4x4U1Umc4QJ3xtxpHWRH8mU0gTQTGIGY3NDAMg8UQ5NuU6js3UIaMo1GDNsNrL5hpKoV62NfUUoL2w6qIFPARSwHOTMZsJVbc7Gn2Te6r4EOGYcjhhRKcTmn7LBVYq7zsPK27zOtuZUWS/m5WuXaVtEqiwoVdajKmXctOYsAwzUdxVvY7ZnkVSBgSprkM67ajCvaNN598K8Xm22WtVX5rWE5NYbs9xlXAOlcEpRoE1X+RPFPFisa9FFTYEhmcwCjgtdRKXVx4wz0LEGJAc/5v4fuiyzWcw4pianEspCedKRoEaNScrlVsUcahdc9Z3xAuAimXmd/P7uCdX5/hSNLMUj2hvXcG31DAdUKMw2wF0kLKVIGdVxOSyhgma6HqEfuQIEmPmo7MyhMaPafW0c1fLzMUV44CJpcnhjomPC5r8LKDzTpmLFHSDpMPiXxpgNgiKQWqKd4ALQEA4cnrXwxMoBOu0xzk6bEH4Mc8DCPKmy6uiyKq61q5MR3D5awQPbx4i6Y/TOGlr5LAxZUoFlGcHRaQtfyB7ED+28iZe9bbx1uCpYxkorIdAAp1BPRoQrmAQ84ES6hVsDlAF6MiaZsxRYcTgo4aAOAyHCKqMkpgDzAjj1VFuEAAGOOBcWoUS608212lj9VgA4ZqyR2bdVIEdPBYKW+n27d7HiT/CHtx7GdOIX2lw51TkMOxt9TGIPZyfN+XU8z6Jk96u52lT1MljugY7L8MTqAb59tiVZ4eZYc1Q6p2qQF+fbzSkYpxgasTOECBKA/qhi018T5FTMG6XvnIB6GQI3xemsUVHJ6nY6LsNKMMHd0w7ABSthtzbDndNOOc28/jZW42q1GOPUL1BnX9hFFfcQo/ODJoRzxE2Ko78eIQ1IPvnLvhpfIuh/cpqvfCKfe3pPpRi8J8mtLFJ5AAU6P3yA2YZB68rEh3kcD3z8JtLQuhkUmG2lWP/IvghOVllKN5bRYwlGH5kiaQmWKbXJICjQ++QMoyv2SwQkLQ93fypF0qBGfkIZG+36uPkTXoFZRD1Xhx+s4+CjDQnADGWXArc/08H4enkwYHUft/7aKrKmDKqVsQ0kSgRIatZlLE5SBDkqpsYSzjhIEIiP7+VxOGEI1GsYfvgqaE2uapoKtedi8Owl8FoFzXWnifF7d8oxSADSy2uIH9rMjxsWkdmjW4J62hbXwfjJ7Wp2smYNkye3cxBmlJdtdRFf3yjnByB6eAtsXb70prua62D65E5elmltqIeYPm6UZfRHttkRZVWAyPj6eplSGwAciukT24IO2rIW8TDA9Int3PVMV4KDhwGydWvAUu16cAPZZrcMiLT1R/l65f2erTYxeNrYl8RIN3twDZNH1vO+MOpy9sENJFvG/ZJtZ6GP/R9ZA6sLvxnT9TJZrWP/413AMZ4NKf1HGjh+umkBDwLuUhx8KMTokg/tVibBDPMJ9j/qIG7SQjpOgFmX4vgZXtwgFCJAO1oDhg9nBd1VWVymD8aIVpleVNGrbS4HnhgiaQhgYsbnZCHH5NFIpFGxP7KrZ+uCtr5grYbId3iVYLxLjZgiOfdQgrNHHcSNd/3U8P0h1mSv9tNx5232uWiSZwT9aSjicqQicTxqYL05xtyNSCuym0wCtGoyj0zE3vinDtwJEJwSOHn251ZNAXZOBS100uKYbaYgGxE+euUG6t1pmaJZP5S8OlPD6pEmDl4+28ITa4d6k80lvWHzCi5UcO3GWJfL9FlMceNgDZvNEZqdqVDqraEwv14Aj16/gT+8/TAeaR/hqUt34QWpTMeLQHFePwAa8LCMCK9vryKGx24rE3vTsNhBGrlIZi7iqYfZ2BefiY9s7IImHNnExWwijs3GPuKpYExLIxcsdgSLlt2HZtnS9Y16TCwCp1THG83vc3XvoUEZdThqjRgfu3oDPs3w3FsPYzr2RT6MACMXPKKl9UficGysDeE5GfqD+vwylwDXBWtbFTAvAGa5UCRBPKEc6ytDJMzB8Vmr/N6d9xwafUMcjgdXTvDmYLVIQuBn8JwMycytzmsObhLusw7IuKinBbUEUWqRAJQWMIoZhrUYMXM1853jZaCECzfGwgKCBRQrAS7HamOC00mtDIrte3COvOstOiQDwl6Gtd8N4Y/Fnjhc+gSDA407HMFpDU4sVpEpAC7dgzvfdgUtdMplOqHkgAG9L22hHglLEKf5gjWNCV7/ylV4Q2KwuAEgQLjv4rC/BT+GXnlVik79DQ+Ee4IcIcuBE2FA/YUa/IHwl6cZ9AaK7jjF2hdD+INMpuGCOYsBteMUG19zQGNW2A+DZAzd1xJZL67du4gELuvfTOCfxUAmNxlVK7vTBBsvxnDGsQA3WQZEsYjDyTKh/MdxyUXNZFYzY3GIjLkhDtXuaZouOstQvzMRoCmk0s1OxrMQhtphBJKk+Wgm60miGMFpVAywl9fQUQw6KyvbIATeIAaZRMU0AMAIgrMojz0iJO+vKIHfjyuD+ekkBkksRUXWw+1HINNYA0VRjgigd0cJSMZK+SHL4E7SYlmy3STJ4FBapsYGQBIm6mHmJ9PRmBVJJHSbmdxrxWpXxoEsA51ExeuVNYzLY2mmQXNJKurujiv6CYATZaAm+YAhbiTJNcx7QggIY3BnyJ93ba0DSMaFdZNzkIyLGAHVJSwHG5ArxVBgQ1/DxbtOOOAKVxH17qryaMbBpEVK52mtljHpmqOstZqoKINc7QRogpx5UfUXkeQCiTFHZABPCbwwBWFBYcwgmVAsswaDkxAQwzOBpkDS4mAzoseN3N2NY3IpQ32fgiYcPL346tl9WVJiai2UiL1D9sct4S4UnxO3YAknHL1eA+trQ/CEAhnBsFcXQIdjfn4GAAaANPHQ8+qgPQ/+GYUTQ1v2zA0IifrD87SEiPdAsCQCoML7YbaTCAuVbG42cfHy6Rba9RkmZzVxTjTiQu0FAe4edLFam8D3U0zHtVyhW+ROFFHA4cW9qZYUmgBgXLCkxvn9S2OK76Zb2N3sYTIJkI08MU5UVkBUbzhr4POTx/HoziEe3zrEt+9uI5l65TYYixvzJANE/1IuPpxIpk2yMF1l9WIKmop+4kuUbbZLjJ2yDhnRz6KdvpSdctmV4EDlxylHrRXhfVt38eZgDTf3V8HVs8xF+9yJ2OKi4OhAgdrKFIRw3Li1AViELjSFuI8JCvfxHRNibO3hZ9iqj/DC3ctIJ25+T8573mU/cED3rdNIwDjB3mEXfObojnQaMY7OWuDTXK0XW4lAkIkY72lJ1DnVD4TDcRhOzxpAdA4LntFWz8lws9cFk3WgdY6DYVP8Xqa9Zn6uiPfq9RrgUcXYtUy9dHaLHJt/gGUwGKDT6eBTK38XriNX/0s2TapXg/XO9KY7kb6OlL/bK+jzlpGqlnVMBV2JrZwDJTYzfasYFxtvAgIc2MKN190mACi5H1kK8qLHQe0Tw5UiLAkGeIVyfp7o/qY5CUGhHky4wFGnsHnou014moC43vkX/kVLlUubRU1dlYYnKcAyEM8/n5igQsiFlmdRTeqQZ1a8jrHS9YXySu84LR5XVrBIsFSRMNREGoUyTddEO3/LolaKw7Ld78x8TYY587zNmGeCaisfXkrDRDvlGJJmEf7n6X9Cv99Hu11h9bwvFxY1N/3YB/4fcJ3yJrsscOVixD34DRKCLHDgRJl+NrK6CxplYnFgGVGLW1EGop6bqjlLlleqwmQGELEhMAgB812wmguaFOcJ5jtgvgN3nFx8/rDqkIViHnRm6XJ5ZVxaTe9hTIpTkFsHIJ0WsvXyO8ECV7qoZ8vVhRAwlyJtuHBmGWiclRer72F+LRgXLpo+43CO+8g2OxfrI8v190Jlz3NFJkBWF94p7jjRLrbn5iufC5IyUHvhEYBzPADvD8GvbIlNpr9XQgi4Q5DVXDjj5N7uh5EX82jle8MCFyTJCgvbdDgDOBf76V20HN8RY9AF7l8WuiAZ02MXC1wJJi8+lnFKxLgxTSs3r06zGf7ghf/vUnPTu96ik531QMgPgCL5l020EpYVcFlJWAbO3t2BAjyx+YHffXKvbfyBWoUZDv+ia/COS8ZtfuD78k4Jfe02KClvHvx215bt9H/eToj2O6tIBm15J+v1F+FoyU97oKe90vF7qQvF958yxgHQ/uAvuhoAiqR/F5FF90IbMm/cXcR58Y7JO7VcO69Ni9pK99+5ci6S5u2+l4v6jPLldYr7jtj35b7cl/tyX+7Lfbkv9+W+3Jd3nXy/LSK840KCoGDRmesKM8/lper6Re4u9ygXdSnjiXC6J4aPt8qDEFKR3zlr4xVmFe2WVlH+hcRwU7uQMBnvcdF0pihXnKrjZp3s66rOL/ptH5tnprLT66jJsuvewnbPq69dp3lpzst/2WvOE87mt/EdlLmMfucnPP8aK2/7fecyPop45qZqi8eNc8eM89wCUTFmmDLHVa3yvJWnOX4QTgGbJfK+vCNCum0QWiZVAQBQCu5QER94L2Ov4xRdFpX7ZLykm5jp1lnh4glCivFFpsTSCuhXeFI4TtElWxKNcNfJ4y7vRUzyFs/N4yq/F5Ix8NEICAKQcM79M2XRvaxyUbXOczmuzO2f70X0QcbAp1OQ5jmMW29XLHdi7rlAlom+smVRO9VzdIF3hk9mQBKDNJvzn+V7FeXC5wlXrnPH42Xyo1TEvqm+Uc+NcsOuynfRuzhPzPf+Aml030vhrnNv45dqk6rDnPSERcCSBsd3PdBJP/w4WFhDtOKKoH2OAs1rFlLEDYpgmIETIokKxPm4Kfxc3ZkIemSSjIA5QNImoHFO68wlSxonQNoA3AmgGJJUQBpzgSwAvJEgFdABYAxigzUq6KUhA4oV8UBSJ3BngDtlOti4cWsMTgl6jzYQ9BloIggKlP8qJ0DSdhEeRppGVrFQZaELTgm8/kyUpYLzOUfWDOCMY9DeSGz8Gcc5ZbQBfEzSAaVk2ht/Es8FaTTEZJCmYpIz4gl4LRCDgEksoMR1kL51G7RRB+20ixOj5+ZpzJfRccSAFSf5y6/zc3UbSxOt64r6maLqo86Z1wO54pCm5RgJVZbt367qmImXn2cMbDAA7XaE4ut5eT3M8uyy7HNA9UDqukUGvKp62Mftc6qtqjxbeTKvqRgY2WAINhrB2dwQtOGFPiTlssw6qLpZMSzcFcpSgYZa1cVzBSGCyl9NOJQCDgFJWc5ESAg4peCeiNUTJAXqevGf+U7puHrfmU9BGEd4MAUIwehyHdwR4wTzAPD8ejVuKCIUPV6orpVjgCJF4HIz48J+OJKkJKeR5tr/gqZ5WpNGmqa8sL8OONdjjxgvUKSfTpnoi5SDZgwpi4Dnyrfnvrx9efXnLoGG5RgdEA5W4/A3JkjuNEBSYp+eKyo2IuukID4DPfZAGAF3OEhGUL8rCShUHvZ/YnwH8gBxeY45QFYDkobcFLRCP+++AmQ+MHzArLSMteimQEbgjORkSTlYwNG92sPZ3XU4Yxk0PSdomXDAnRCkdZ5fYgSuMxeoXR4imvngB4F89kmp3+aRhJnn5/Wzf0Zw/X99C8NnL2Hv404l6ZaZOfM53M0pkqkHeubldbLokwv1InJscDjoSozttT56kybGR3WQmVN9D6sasIgtzC7UOBecUlz6gzFu/I06mMfL19udeV4ZVSLbyF0OtFJsbfWQZhTHd1dAZrS8IbLdVqPeZh87p17pGaqq3s6fZGh97Q5u/N+uIVq9F/BRccMVeQAFWMiwfrWH47sd0LFjEN5Y9V+UP1B4rmcTHzgOCvMEX4tBTn2QpDxOtN4QZAT9xxYXZb5LbCMGhh7ojCxXRwJkq4lgPTwMBFljg8FpJaV3cNn28s0ILKX5vSxVFGDRFPhn52cL/CUAOlngIF73cPDXImz9dgB3ygylBRhcdTB9doLV36mBcK7BDCfAyQcZuMOx8qJQupRywjwg/NQRTl5dQ/0OFcdcgLuC6eiBj93EG1+5Cmcid1yXOlu0keGBx/Zw508ui4EqA9RePNPHZ3CDFPx5Qe0slA6AcILJJ0bAqw203qQC/GRAGLpIGy5OfmqG9h/WUD9mUPvpgAPTdQdHP5zg2n/34MxYAegcvS9EvAJc+Xyqj5NMKLAHH2mg+1qA5nFfAJwoyq1HvieY0DgrrqBLUIM4RmHTzyBA8vhljC8FWPnynlQs5aTDOM6e3UTQy9D4zmHhnnHXwemHN7F6ciaUVTf31GTNOo4/tIKNL+yLFS44UJtWJpdWMdkJ0fnqXXlxHjw+eu8OvFGK4PXDItWx66D34V20v9MDPR0WVwbrIXrPrKP71QNNo63OZ1tdTC7V0XrhrlFxcX76xDacKIP/xlHxYaQEw2d20HhtANobgiAFIQTE88BrAfrPbKLzglEWABCCbF1QfrdfuFta3Z89IuiZw1cPSmBs8OwlNG6N4Rz08vo5FNz3cPbsJla+dgQyLS7Xs7U2Bo+20f3yHdgye3gTWUjR+Jbh8CvL6n14F43bU3h3zwrniEPl8+EJEKKBB0F0dRX9B3xsPleu+/HHt+BNGDrfOClWwnVw87Nr2PxqhPBu8X6l3Rpu/LUarv/WBM5ErGSpfXCGj7Rw8hTB9f9tJI47ck8dAtz9RAOcAjtfmsk6iPoxj+LG3yBY+zMHzTtpftwliFsUZz85Qfv/rMMbCAAXt6igdr9KwN47RO0PW7IskSfzgNH7ZgAnqL0SSMAjK0+BtY/u485bawj3PNlHYiLNQo4Hn72FN5+/AnekQDVAM4JolaP1+CmiL6wJsKPAEAMGjzKwWoa1510DAAnl4ehjGepvuei8wQqsa8x1cPeTDJtfdFA7SpEm5d2y78s7I9lqAl6r8EInYm+UhzeP8ToBZiN/OUXBEOpl2Fwf4GC8DndA4EwFlXiqGHZtw8IcPZUTOa+5QFbjSJsZ4HHMVWYJEN/1wXwgXYsLx0EAN0yxvjLEwVEHPCOSAphhpT7F7uMDvHx7Gzw1mb7KiCRlpAiwTCpfKvaD+dQj38EXgocwGxf3WSm0naBaWVULkBX9JI6Jfd6SGkW6llSCPbNuhACcUTx89RCjbR+HJ+3Cho7ErIeh7BH9nWMwC/DU1h62rw3w3cEmbpysIo48sb9IBTCsINo8V8z1uggespqLZCUDgovFyNrllYxVkm6ZOhyd1gTvWd9H243wcn8Ld4Z1OI0UXG3hpOi4jfbZefv1GNfXT3EyaeAkdpGtSivGIoZBAEldbEQer3Bkayad4BxEbLWhdN6gNicuw3su74MSjrNGAyzMRL0VRbn5fC8AhurZaHWm+PDOTTx34yEkq7Huj3p7Bt9N0WNEqAZWfZNjHzQ23sVzhhEnTLG7OsBd0kXWmAN0jPqq9/eJywe41etivEbAAWxv9hElLnoJXexMVNF+6jG858oeXj3cQLTg2eWz5eNH3/VABwD8YYad3/ThxEzQtqqVYA409hjCz9ckJaa4Xllgut+kUBsAMkcp6GL1dPLcBhqpUFQ0HXgGODOCN//kKtxYvqDGiph/QnHr+Utw1LihBhYKhN8NS2OdsvaEX2qCxgDA8z02HAJ3lmH1dyQ1tlrAcYSyUzvOcOW3aL4azbjmIl97KZIUuvIpYhxIGegsxqXfPgAZjsFGY/BY0SdLK44EOSXhTIAhxwHxfbEvju8DgQ/vcIju6aRyZ/uVF09y2mjjaSZphtUvH4BNJqD1emEEppMZ1p8/EyZRbRkAwDjcwwHaZxOZCdHHwTgar56WLQeEABlD55snJYUfnIPMInS/flJ2GeAczskQTcloovOS9QnfPIW2RFhlNV8+BYnKQXRkFot6WIAKAJzeCK3vxEU2Ldlnwa2z6pmMc7S+2wNUWUaeJEnR/XZf1MOqIx1M0H7FOCZBJAhBsD8q7Mtk1rH1+hB0EufH7fbb7WUcwcEI60O/2F75f+XlUZlpRdJNb395Bu9sVgSlhIBOEuz+sQcapShu9AnUDyI4UXFfKSWrr6Qa9Kh0ao+p9eddBANWADkggBNzhM834M4YuGukIYDfA6Jvt7Ryp1dnAbh3g8Jx8YyKz5031+GM8hVicLFQ4kTAd1/fQaAeGwK9oucNCfqvr6ChXku5AgoAwZEAmcqKY+7Z03jTRXDGi9TSHCAZR+tVF95EvCsX2KrgvryDwjOKk2kdq60x9sb+/FfJVMoB8SzFFPTIw/FeiGBsUIsT4xlYQpgnLDfk2gTJxMvLWqi4LD6eRg7i1EFYjzFTO9QzglvHXfzoA6/jZrOLUb+2GNgp6mS7CA4QRjAZBfhufxNPbu3jxZtXwBK5iWil4nuO5meevpd3gYtNIdPIwRt769hZ7+PhnSO8ebiGVO4twjnyzbwNOmm9B1FKMB6G+NrkKur1CI+tH+IzD3wHN0ZrePNsFZNJAKY27lTWK6tZttPBnCkjT3dBYF0oh/DC5uTihFj5J5TD9TKsd0Z4vHuImpPg5f4WvnLaQRK7+eajsg8WAjjK0exM8eDKKV4/XcN4EJZB7duR80DOvN+Uo9sZY6c2wBfeelCAUWYBnAsIdTkeWz/Ea4N1JFG+Rw5xGDr1KQ5O2wUQldffrCPyuYGg/C7L+9ZuTtGfhuV9jirNlUKCWgKfZphOhBsn9RjafoQ3zlrli23roQWaACAIBX12bO+98zbkLwHQ4QAD3AmT1AvCPU3daOXaoQAJ4QDkbyeGXnUlnIODaPoGJ8pBBZcPjNprwNE306gGEYMwjfN0+mGjENYbte+GubpGhOmRMK6VI8IAZBzcpXASY98PAlFHhwtXtgpSCsK5KEvtB5Mx0EkCEsUgkxn4ZAqmrDg2qJkXd+I4IK4rXNXCEAh8wHEEuGEMSHLFXGdFiVDqgcq3n8zknjz2XiqMgY4mRp3kOeW7GiXFNMqCNJlV1x0AGU3lF1KkUc4YyHBSVMJVvkkqLUooziKECNBkzzTq3HiagyJ1TZaJPjTLMsAM0iyvo9VXGqBV+HiTwbhcBwjARU8NhjAzbZLm5+zYlNFEPIcV8TDOiZHfvNHJblsUg8ZJsXyZ1ulNisdpntbfHxb6T4ETkmWo3R4Kf2Htoif60BknqE9SuVAg77ErAdxJAlBoNzM9BmcczbuJtOTKsqQbGsk4mneYHjc4Jdo640QctQPozXu5BDqcAMFZ0WXNnHDCPTcHQMjPk4wgvONpt1VzvnGmQOM2zfNSaRhH7QilNJwATsrRvsGL87NMQ1Ng5ZVUA6D78j2UeR3MhWJ+Nqzj0a0j7DsdcGZYfmxwwwEkFHRG4UwInBmRez5ZxZhK4jy9hQi3s7TBkbYywGdYbU4xcRlmg0BfM1fpT60FLftaTtAf1rG1OsDexJf7qxCksYvXBut4fP0QXxtd1QABqZjPRD52g8qigNPtoxVcut7H1lofe4ddUY5eSZybPK/zRcRWHiuvERt73j3sYmVlhEd3DnHjdBWTYQDOSMkzWqUReYr9RDJOMBqGeGFyBS/XtnBt5Qw/evk1DNMQr/Y2cDxoIE3cfBd5q9/t/CuG3XzopvnCb5XMDTG0FVgC6A0/6xEud/p4sHmCiLl4+WwLR/0m0sSRAKVY10L3WWuGxGXYXBug7Uf4zsEm4olfBEl2neadm1f/C+z3olaZFcjzghQf2LyDF48uIZ7JvZTsR1atTC9hzWm3Jmi5EV48uQTIZ4UQoN6MMI09sHgON9mc9zuvQ/E3dRmaQYw7R93qNqrv1rn11hgHkyaYdLGt1WJMUw9ZQovtNt0pK/LjXIDX1eYEJ9M6uD2WvA35SwB0KsS4wUShXOULrxQZY0VFuX2Acm1KVZ/KwcDM3wBRAMQCq3q4VP6s+Fv77UNgi4IlVdYPavNS5GO3qq/YjFANHKIyanVc7JIuVnJplIJOE5DRBHwyA5vNcivOMmK6qdVC8d9zBcA5L8gSMNzY1IE51y9re+fVSjiA/Pi8tp1T19I1lTOTdY0dT2Nfp8EYLR6vKtcUy/pRmKWqZi/7eqXoUwJUYdeqPXPm1Wteny26Z9KFUVhWUc6jCuDY5+c9J8iBj4gvqK4Dd2ge36OOUZLPc2asjvVe5uUV/2swQYvp9HXmuw/jHIdeQOFycgMnhYUP5Y5mrsjrWBy5yKLmTfF+q0bl10JlTeW4BGP8Q369iNlTdb2Pdv6iJIlcME4Q1BJMU+PhUc8MIyAxhTOmcCcEJCnez8LTbb/O1usjYm840iYHq2U5uAAwHNWw1h1hf+TnGx3OAzvULqh8SRY5mMYe6s0Ik0GoLTF3Tjq4fv0UnfYEvbOGqKTLy6istHJNCtdwBmQJxYv7l/CxSzfQG9cwHQXzFeFlZRHAM8FklTIp//OU4uy0ifE0wPX1U/TCGo5OW9pdr2q64IzI30L/4IxgnIZ4ebyN14N1bLRHeKx7iGc3Zrg77eDmYAX9cQ2JASAq1ygN95GSJUeNOYY7Vt4PFSjZdrkjAKUcYS3GZmuEB1snaLgRbo5X8MW96xiNQ2QpNfSpPL9FVidCOfxagmtrZxjEAV7b2xB9Z1uCZF0WWSJKct7Kzlx3zbyPqMvxxPYB9qZtnPYapbYtKzo/j+HxtUO8dLqNNM7VdeIydGoz7C9jzdGJKr6r55Nw1BoxRpEv3CrtuKs5daQew2o4wcv7woWeUI61xgTHo0b1M7KgLwgR/bdam+C7BxvlCyw3N+IsT5bwlwLomP2rQQQXKJ8rZUi6rghAIFZnFUipGt+U5Uf8sEAvg161LdxWpbSo50eBKiAHT6ZVRw2OFIWbzAzCBOYKVzqlOAoFhYAYsx0nEDE1TAKcRFhx6CSSIGeax+JYGwaWO1N0IHEo4HkggS+sOL6XA5wqkDNPIeY8r/ui623QYAapVymz9nGl2J8HeOw8FtV/Xjsr3NlUWxe2T11jAxhbzHbPq6N93jyn2j6vD847X1W/KlA3557n1hFSvvY8QGtbcqh1TgktH+MEZRdKCxxpi48uywBOegwxrq0CLgB0oKiy3hCId9sxxiL5btIMFQss8uU3FjqUEquASmGxRpZZmOQ18Mmvo6kxURjnABRdmggKpAb35Z2XhesqnIBnFIfjJtZbY9xWbl4cQEpApw7cMYEzJeUgZ52HKsg6TPPnjLtAWpfWG4+XgQqAZOaCcwKvliAZ+8UJ0W6DUzUW23UiGAzr2FrrYzr2tZKfxi5eOtnGk+sH+NPRdbDYES5nhbyM3+eAn8kowMtnW3j/9l08/9Y1ZCq/iyqeJnhZJuk513NGEI19vBpvYnNtgId3jnDzdAXRxNMKuz2FmMoskf3PORBNPdyZdbF30kFYi7HdHuI9q/tobc1wHDWxN2njdFzHZOYjy2gOfOzYCH0/DZRMrGOmkBwIE8JBqPjv+Sna9Rk2GyPs1PoIaIrDqIVvnW7jbFjPLU56zCp3UCXAIUK5X+2OsdEY4ebZiraGLez3i4LbZZ6NeXE1lGNjdYCVYII/ufGAcP/ipHpKO8+So/JbGYKB4LjX1H1GCNBozjCcBcgi5/w620VV9BNxOLrSDW5plz0A7eYU09RDKq1Krp8hcFJMJ+X9wc7LCwDCWgzGCZIqtzUrjR/ej9HRIpSDXOETLGkkZzVSygMgLCGyR4ixepq7q8i8QAzABG04UbqJfg8y6Bie3O8eBQVFAyLlauAUFY4CsFaWIb36W1S49OMpwRGxQ1IYB40yOOMIdDgFH03AJpMSo1qeoALwUCLc1MJAWHDCQFBCmgqkDVpg3AMr1kV/1Sv8RDWhnB6oVuyrQJAtppVCM3UZx2xAUgU8qmQRAJoHwHQx5wC0BeDw3DrMO272wTwgM8+KAuQAogpE2feDEGj6ZqMuBbY0G7QVZvb5beF222zwY/VjKTbHBFkKiJhtJyT3kTcWFpQLmlIEmEFqUFxJRFlofs4ESdz0PFAKjaFIcBhjvAlALAVXW3dYPoYUPHUUSJKEBSTjeRquBkFVB4j+W9a6e18uLMRh1uRQFM4IesMaHt85xB2HgU89OCMH7oTAiVC690vp70S4pTFPEOfwMBNWkwXXgxP0RjV0W1McTT2hPJrPu6k4VTakfD6LKYazAI3WDMMzyZDACE57TcSdU2yvDnD3sCsY40qK2hxF0zjPwUEYwf5JB5v1IR7cOsZrdzeAjF4c7FxQVxZ1kOnm3RhOwBKKg8MOBs0I19ZOMWwFODhtC4Cn5nzzHlvTCoEELSDIGMc4DfHGKMANZw1BmGC1McF2Y4AnOgeghKGX1NCL6zid1jGOfMSpgzQVVh9mrL7o/BkHHA7i5G5ZBJCuaAyel6HmJ+iEM6yFY3S8KWpOgnEa4M6kgxcOr2A4CXJwY4GOeUN8yUGBcISNGFdWehgnPr67tykUfFnfyn5X35cQvug+6cpx4+KKehOOejPC+9bu4kt3rwvryzyQs4xIF7inVvfx5b2r2srCOeD4DO0wwt5xJ69bAfSj2AfnfYeIs4kzB9lcN7hyQ4jDsNse4GavqwFnpznF2axWJBTR9TrnRaIc680xDsdN8MxakLRc3QgBVhrTxfkZ8q4HOoCgkO495KL7eirduqAn86hDMd4h6LypfDvydJNtAWhqh7m/urp3o+sMfo/CG8lkBmiZXE8Q7Hmgcf58EA4kTY50PUF408/zkuejNQbuArV9mitDEvSML3EEpwR+31RgBL3t6VMEnVcAb8oLVp2kQTG8QrH2UgrKGJxpBmeagA5nIHEirDjDod4DRIvjGEHvRepm2u0AaSoYtMIA3PcAh4LVfUx3G6i/OQCxAv7TtQaymovgdr8EdtLNNug0BR3mMTdKCc62V0AOLdYyANyhYJ06nNNRaRbggQ8euKCDSWkU5c26iHWZzIoWC0rAWg3Q8TSnJVYjrkPB2nXQ/ris8PkeeOiLuBrdR1TsP9CoCfrjySxX3FU92g1xPBGMazpXVY/hWCqwxmhvl0WIUMgzDh6KZ0nHBRkAhNdDkDgR7TKBCSXgjZqIF1JkEEo8V5Q1Lg8i3BdsQySKy+2qBaJ/bZYu4xkquIoRAvgeWOiC2qQOAFinLuKxJgaZgnTxS1brcEYxSFK8X9whSLohvIFFigCAuRRpw4U3SHKgAQAUSBoiNoZGknRDnafAdNWFO2OgKWBaXDgFojaBO4XOL2dXI0jrIn5GE5xI604q2YSojP/LMxSuQyQBaCIHAGNsz0IuWBwNtzWVb+YC3hh6LFHghsnRnU6gXdrUNWlI4MRGjCKIXo1Paw68cSaew3vdn+i+nCt+mCA+h9AqGft442QN/DRAeELFc3gR5Uk9y5LaPGlw+A8M0WlMcXDQzZXPRXlyIJ74cFoTuEGGdKpWAyvSVeVT9QhxEWC/vdHHxA+RxUIxYinBtw+38bFLN3A8aCC2V4ZNc+gikWCHpQQv7e3g49fexOlKHSenzTngaU49q85d5JUw3Q3tY5yAM2AyCPHabBPrK0M8unOIO/0ORsMQPCsqi/ZaYWH6U6CHABkjmKQBpmMfd2kX1Mng+xlatRlWwimuts7QWp2h5oig75Q7iDIXCaeYZR5SRvGdcAvRSgOXLh9huzGATzO4NEPNSRDQFJRwpMzBNPNwFtdwNG3iuycbmEY+0sQBY6QUd8MTKl0ii52/yOnBDVJsrgzR9CPcOuvmLohV97/Qx6h+PpcRE9TMsyCa9SYcbpDiAzu38NLpDsbD8N7KNfOmHA9snGBv2pb55bE5nfYYvUktZ+4ruYghL9/upornnDgM3eYEJ71mtXtnFcghQFiPQQnHZCzqRz2GlXCKG8erCxpWDSgJARyXoRtMcfe0PT+t+uoydML5cde2vHPRPt/HwlyC8WUG5or4FOW+QThHGgKzLaaBj1gNFS5e0QpHvFJEONqjZCNGFvKcz17pzh7Q3hzl3PPGM5LVGNqr4/y4saqbraQgGxHUqit3coWK7c6QNHm+J4dcGeYOkKwnyMJcOVMB0GlIMNtkIJzDHadw+1MRMH7aBx+OgCgqgxxCQZQSbR5zXdBaCHZ5A1jpgLcaQrH1XIBSZHUfp4+5Mm6ICIVf5jHdCtG/LicryxozvF5DtCVY1RTA4XJvlf4jDdAgyNNRKoLM6wGOn27rTdTM/JLtFvpPdMtlMY7xgx1ElzpF9zUq8u0/1QVr1Yr5UQGc+k92y2VRgnS9heFjK4VjCgxNH1hBdGWlHHtDCfpPdsE6chM2x9HX8MBH771dASZU/eWon6210H/PSp6P0ebpg6uYPbCat9cAM/33ryNba5VBTuDj5INr4GGQW+Jkn2SrTZx8cK3Yf1ImD69i+ORa6TgIwfGH1pDstAvHuNxPqep6cI7J1TaOPtjOjxlLlsdPN9F/rFUGVJ6D25+Sz40V35O2A7z1kx6yen6/1PsweKCG25/05DunFA3Rl0dPezj8gCf6hgjABCLGjaNPxRjvOFBWUpVf1CEgf+0EcUcwsZn74kx2OIIfOhbWYWKAHQLgiSGyRyaCgISrgwBzOR796A3EW6keF4TVRYCchz7+FrI61+5mag6ebXB0f3RfW4UIy/fJ6T3OcfZ0Wp6nCHD06Qj9B6ix9w6X9NIEe389xmRdUoHft+h8z2SlMa02xjIAEYVz6sK/6yH7Rgfh8WKQM0/v545YREuemGB2OUa2HiNNHGzVR6C+uRkLFirwPCPojepotybl6xYpVpUgR3xYStEb19Bpj/N+4ATTsY8bo1U8unUE4jK9Yr6UGHMxZDxLMnPxtf3LeHrjDurNCPolWrLt1dbZJdAOR7E+Oj9LeeYEWUxxeNjBawfrWKlP8fDuEertWW5NUZdbQMA8zjlyECCBBksF0cNkFODwuI1X7mzhKzeu4w9efxS/89qT+P2bj+JP967hO71N3Byu4iyqY5wECLwUSZ0gSl304xr2Jm280V/HC4dX8Ie3H8bn33wcn3/9MfzRGw/j6zcv48beGnq9BqKJDEJXFhx5DzgH4BZ9Yc1h2PREJwRwggzrGwM8vH2EaeLi1TubIp5rLshRA6PR34seGVMVMcbhuffJOm6CHOoxPLlzgF5cx/5JR9fxXqw56llvtma40ujhtcN1DT4IAdwwge9mmAwDY0VucfsKx0rvp4h54pwgjSw9Z9FiAuXY7gyxN2wLEgIiyCamqVftdibLKvy3pNmYSTe4893WavUYqW31WSCEL9xe+wdXBoMBOp0OfvhH/59wwppWUCDBAGCswDpqUz8CRW6jlRqaA49c2YFWbAC5h46jVmhleqXgGHFd3Hq51KqxBlnKpcT4aPClzwlmpM7rMUCA8Y4HTghoxnUamgrWNSdicIcJ3P4U5GwAPp6IDUBtlxS16m4rpaabWr0urAeuA+44RYjMBGjMfxsASimvhfIqvnOuwQ5hHMgypLfuwmk3QVa6hWpxh4qNRs08TEWfWZTVhjWgcrffqs0uVUyP44jNSUtp5Ihs0lwrUeAhY8VlOAUCVd05BzvrCUuZKzdTtdul2uTQ3OKkymA8L6uqHnJjzULfO1TkO2+jTiJ24iZqR+UCyBAboZKKsnjoC4uOZRXjZ31k/QHcSzvggb1hKM3bZecXyN3A0+J94ZSC1zyQ2Nhk1rDosMAFTVjxnaNix+wscODMUgmmZRpKkIaOZD7kFvmA2C9HbMabv/OcAJlPkLQI3AlH845gjutfd0UdPGG5cSKZD4F2ic0CAWqcSLjPMje3Fqs0NCWF9547QFrj8EZEu6MSOV5wIhZXvBH0HloK6GSByMcf8gJVN02BpEHgzjjcGc83FJZ5xy2KYJCBJhxpPMWf/MH/C/1+H+32nJW2+3IhUXPTp377/47Xe1dz1qSUgEQU7liwp9GqLYyWnK2ZL56ZtJ2BNFM8dOkIbx2tIJl6IJTj2u4JRlGAk+NWdSC3EgPEEJdhZ6uHg9M2sqmtFOVf298U++iMHotzxarKYkIA4jBsbgxwNqwjnojxQSl0P3T9TXz9cBe9s0Zex2XiESqUOeJw7G728Ej3CH9y4wGkMy+fhipdy+SnQpdyjz08+mu3cfpDl7D/6XTpe6Jd2Ra1Q9Y1rMe4tNIHANzttTEdB5px6yJSGFYtZZGnFKDKNa0I+tjMwe7nXdz9TApq7KOj97Ox62G1516VfOoxrHTG2GoOcTKt4/isJWKrFsXa2H16Xtnysu3fc7H6xTv47j+4jHQ9QQmA2gq5cUy78lGOq9unuNI8w5++dV2AhSqQY7leVVZL5ul4DB+5fgOv99dwcNTJra6UY2ujj9NBQ7wr855b451tfscHTYDBe+PKBQniMGxtyjzHc+JqKixwXi3Be3b28M3bl5DFDojDcHX7FIeDJqbD8ML3n7oMj10+wJ1+B8NefWF6Qjmu7pzi7BT41v/1Xy81N73rXdfynce5XrElnIv9MKDOQSsk4oD8x6WmZLiJmKs0mqyAQyj7BgmBWpHVgyUpllOI2YGxwETyj3JB0WxPBOIlkv77XII0wsR/J5NkAzGHN07h9iI4/TH4YAg2neWxOLYogKOICCgBcRyQIACp18Brwk2Nu7SsTBuNUIxuoLQ80lWRANjuZUaQuo4vImUGN620mYqubc+3l76qAI6uz4JzLM3rb9bdtoaZbTIVd3vZbV46FSNlLnOZ7bJdzFSdVH7KEmfWMa0AMjq/+T4zJfczmb8+XhG3RGZx4dqSmDExShib+5xogFORF4kS6VaVn+dEvKc0SgvgR5TDAcrhTFPjOYTeNJQmTLgOKiZD9QhRwJ2Kd63A7ivJALxRvju7GXNDMsCdQFtZ9H8CQRWf5WCKcAhXGiLSmGxpaiGEpGK/HJuUAFyAFifK05nEBO6kTBGtxplgwPLxSeUrn52gl+Xp7ruufc9kmnqo1WOMRw04YwpnSuBEpEBAUVBMFikPRDyXWSCZ0+oy9oYAPCM4ndSw2p7gcCZWnPd7bTyyeYTTXgN8ET2tOVxnFGejOlbaExxHrWLMxRL1KwkXeZ72G1jrjnAQiU1EOQfSyMU3jnbw/s27+JOJBUxKeVuriKVyRJ/uHXfQ9CO879JdvHjrciEW5kLCcW+WTg7ol35BXXlKMB0GeH2ygXozwm53AHSBg2ET41GYxz9UKM92eGNhGuGkMCwSRRzBDQCjJFMLjsX9eeb19TxL0zJCKIfrZ1jtjLFam+BsVsN39zaRKoCzKA7HBDkc4pmsINRYSuaaRUk+cFr1Xl0Z49HOIb5w86HFcTkL7pGd56X1HmLm4OisVaKTTjMHydS7eNsqQI6y5gAo57kIkBOOjc4Ih5MWMkkB7YfCnXF2HglBVdWISO/TDONJcO47ST2Gph/h9nj5hbd3veuaWPm0lWCUAvVV8G0enCv/ywHNPE7UcWbkZSsUhsKSK+3FepXKV18NwMVNwMSLx2GsPguXFQ53zBCcxfAPRnAOz8CPT8FH4/kgp1BpQRdNgwCk1QTptsG7LfBmDazmgXsOODWY1VSfSgtXdZ7GtXb55jlbOTW7Rq7Iq/I0W5c5YizKaxGhwLl01Cyv+8Ig/QpgY5d/3gxgufbdkyjXvHntuki+hivZ0tefl3/V/TKFWe+qmVQ/RyiDHOTHCqxo8tkRz5C06jrEYGUzqq/eMeN5Jry4kbC9GFIgJSFEK5zavVRZgM3rSX7M1B9MF9i80eUu0vU1Lb/mtbx8jBjHODGPc2050mnlWAjgvuva91BuH6xgfFJHuO/CPxVApxLkqO9lvVaAcA9I2hyz7QzxdgrWTjXIUdIf1tEJZqCeeAiiqYcoddFuTQ2l5pwKc2A29uG7KdwgK52bl6bSfcs4n8xczGIPjdas4MLW6zdwNGviwc0TEMdwYVsEFObpqhzgKcVr+xughOPh7SNQb0GecpFhoXCVFvlnGala3bf7iRPwjGDcD/H6nQ3c7bWx0Rzjkd1DrKwN4QQZyNRYQZGfczhcCm5iemhXaRkp5KXrIZVt5RpXmceybTbqRV2GsBnj8vYZHt4W8biv7m3i4KArmP4yWkpXstjZ7lv2Rpf3IlXPgyxDT1tUuJd9aOsmvrJ3TSj48/piCWuXeg5rjRiPdI7w0sF2HoMDgPoZVhsTnPUbRZBbyghFQEOsc+Z8RznW2mOcDhoXmuIdj2GzPsRRvymJSTjWWmMcjxqWdXjJe0E4VltjHE8bxbijOa55rcYM40TEgi0r73qLjl4ZlZKzqQnlUzMe2f2pFB5CCsxrKg8ARQpqWY4CPSW2NaWcwVBopMKjCRII9ESnWdOk25y6hnBoTzM9XjIOb8rhDVL4vQjO6eh8K44tlID4giqaNIQVh/kuuOdYoyXLfUYL/cVlnUjRjc0qo8DIZgMQ24phiLbi2CN31W/bqjTvmirwYruPUZrX23YBA+ZYyMhyjG7LyDLAwQaSZpuq2Obs/KtcCS0rWqEui+rEuXAtvBcF2SYrIEQ/TwUwY9ZB1dE+rsGOAB+a6U2BI0pgMrdpV1MDkGg3NhjfCSwgJUARke937h6bf3QZCuSYk5HKB0UFt2r3erWXTmn1fM53BW5sRrWSIs3VeCiPGc/DsqER9+Xi4r1RgxN4i2m8zXut5gyIZykLObI6R9ZgMv7BSGMJix30oxDt1gRnJ0JBudPv4PrqKQaDGlhKiwnn1IdnFKfDBlY6YxxF7dyqYz+TywoBwAkGgxp2NvqYTX2kkbS0pBSvHmzgh6+9gYN2C/1efXnlyQKD4JKcIKF48fYlfPTaDcw2PNw6XAGqGKLOq7Mux54/UHjXFtfRHO+MevPiQZ4STAYh3hwF8MIUK60JHt05xGTdx/GogenEr2a5QnkqtdcG1TX22uXbkUprE8mZ21w/Q6c1xVp9jIxTHA6buHvcBUtotRJvghuZR8FNzexrr2rgPKe+Jd3Pvqcicz1dUMGw9tHdG/iz40sYDGpC51u0YekCMV3W3rd1Fy+fbQlXRQWuKMdqZ4yzSQ1ZXAH+dL1RBDOLFhgABPUEGaPCmlPqc3tSytuy1h2hH9eQyJgeN0jR8GLsn3SWfz8NoR7DRm2M7x5tVJdrugw6gpltf9C6UFnvfqBjKiqVIwGEe4hyK6PGc8IBAi6VrRxs6MBfzsFhvHBGmYU9eAoDo6oPtMubflGNCY/LgUcpTkQpUAxyRVrUiSYc/oghOInhnU5A+iPw4SiPxTlP7DiceghW88F8R58vdCcnwjTMJKjRHVVxXDWZUqlscWuVjFQDBWU1KuQhX3rGq5VoO06nSuzjhpWocN7cUBMof19GbPc6U1T+5y2HLVPmItBhki4osctb5HNg9+c8kGZYUfQigO2qpvuWltKW6miUpUGzsuAYM7V+rmyQo7JQgNOsp0NyxV9ZVRySE2EABqBR4IRUghdzI2BtoZGxfPqY2VxLEeU0JxcQ9ZVFWcxqeYOg4211/J6c3BSZQMEqpCY+VkxPWNmlrXAdkFvC7wOd75mYcZhaTKXO/M0h9rxpCAtjVmfgAat20ynlIZT8034D1zZP0R/UwRKK6dgHWyGoNyOMerXqfCokmnjoNif5vjq6QRVpKoBaVV1Z4uB0VMdad4TDo7a2HCQzFy8e7eLprTv44uwBJFPpwnaeu5oq2yyXC5azNHLx/O1r+OGrbyBhFHuHXWEJWCZPW6ratEwWVf20KG9Z93ji4XDawZHbQq0eY705RnP1FIMoxOm4jtnME6B1TjxP1ZpWlYhYsWx+Y+wYFvu3AQ6Iw+B4GVqNGVbrUziEoTer4c2jNWG5mWcFKPWRvD9VsTjLAEuVpgrH2G2Bdcy42A8TfGT3Lbw22MDhSXs+QYLKa4nVIkI5rm6eImYO9k/bBZe1oJ6AEq7Z1yrbhHK7Fj2HxGVYa41x2GvOd7WrssJ5DNuNIV453NTWnNX2BMeTurbGXAQoEyIsNNPUQzSd455q9J8XpPBohukkAOdxxcXV8q53XQMHWEBx50dcZGGxuYRxTFcdHHyYFqwjCgn3HqU4e6xKsQNOn8kwWydFpYGLYOPoA2NkYflZidsc7H3Dgs++ym92KcH04Ug/tITLuAACTN4/xXSTayBEpHWBpBwn7yXwByn8O2fAwTHYWQ8sikQeTrVpjzgUxPdAPMGmRtstYLULttbG3R/fRO+JNrhLhcuPXFVngYM7P9pE0g6K3UsIktUa9n50RVh/NAGDaNz4wQ7Onu5WVIKg/9QqZlc6RYWaEMChGDyzA1oLS8l4LcD4iQ1wFbxvpM1Wm4iuS1Yw641JLq0iWy+ygimZPbQJXq8oy/cQPbgh2OXsc806kstrlW5i2fYK2FqF/ygliB8wylL1JwTwXEQPbeZkAYAGOLxVR3JFlmW1K9vsIFvvFMrQbb68Vm4XEWQD0QMbglzAciHj9RDJpdVy3QFk6+1yH0qQk+x0wRthkUJ60axKCNK1JiYPrhTzk//HD69gttPUcTSKcpsTgt6THaTtsJiOEGQ1DydPNcF8J7fWcBFHM1v30XskFEqVcmWTIGd4xcN4R9xjvcmnBDeD6w6iFtEWH2XZyUJg8DCQhaQAjECAuA2ML+eoQVuKCBCtMsRdloMWVU0CRFspshovWIXUxDzdZvp37j4LpHVBP68WY0yLTdQlmK2R/HoDBA0vOUgaeSyc3guIAMMrXiGG8b58j0Tew5J7iam4yOcgq3HMtjJsP7MPcmUCXs8kVS/KHxh5GJLGDiaJh2ZTuIjxjOJ2v4Mr3R6oazNwWvkZdeYZxemggbXOOI/zWNBGnZ/6PSfJbBQgYxT1VpQnZwS9XgN7kzYe2z7MWdiA8xXIOQogZwTRxMOX967iqdU9rKyMCnvFnCu2gm2KFdS/vDvbnDQFEEygXMlY7GDcD3Hz7hq+c2cbvWmI1Yaw9Dx06Qhr60OEzRiOz0rMbZXFW+tu3Ge5vqTARWr52xYsUjmwoS6DF6ZodqfY3T7DI5cO8cDGKTyH4fZpF6/e2cThYQfx2M/d02w3JQVICs80mf/8zAOOi9p9gSFOW6OCFB+4dBu3x128dbC2eFNQ4NznSeXbbM3wYOsEL+3v5JYt5IDkpNcUZdkyD+RgwXEiLFJR6iKdzSM1qABohGOlPcE49RHJmB7HY+gEM/SHFQQCc9z/Cpc4DFutIfaGrfLeOVYaQoDV9hin07pgeruAvOuBDuECIIQnRLISqSdI/HNiDq+fKwMijfh4Y8Cd5HvTmCumzpiCJjIfw1eepkAy8EEkFagZJEwTIJ56+UqeocyQhAIxLVLRQpxjIw9ORLQFyJ0C7iSFfzzG5gscwY0T8JMzwaomg8wFsxorWwMkpTLxfRGHs7oCttFFttJA2vThTjmcRC4lmIMMA/wBB1VuXTT/EMbhjYxyzJXhlIt+AoqKPURfURU/ZY3E5g7ueWZiRT7qOFrBNhVr5rtImq68rhhLlDRdZLWKID5CkLQdAdLsfiIEcbtMLQ1KwEJZVsW5tOEhqxsMYwYYijtesSxpveIORdx1K61ZLPAQr8iVU6f4yiadEFmzIgCQEEy3ArDQLx2H52J0yRfMa+ZxAKwRYHQlLIJP+X+2WcN0q1aqHwD0HwqRtgwQbAGoqjRpy8N42610qRtvOZityT5Uz5qUwQNU9L2KpZFxW1lA0X8MYIFjTJIi7+mqg8FDKE4MstzxZYLxjglYZF84BKOHUiQtot9TPeeHBN6jA2QBLHAn9suqXx+U3dYAODsTYD2qVGauPHCEtMm0+6saI5gPrD98giwwrpdjVNzmoA+PCnmp8WW6wzF8IMsXTyRrIwD0n0wxXc8rqMY45hGcPJshaTrQLm335XsjSrez9QGp+zEXSFoC4EQ7KdBMkXGCjZUhyKKA6zkKNmcEx/0mNlsjEIeBc2A8DEGl4rO0nyKHtKwQ+PW4WFalYmXVqwI8Kdef014DnfoUjsn0lVG8cbCOtjfD5tqgbMWqDJg28ravlZ/RoIav7F3Ds1u30O2OBQPZMmBnkRJ9nkXovC5WirzZV/PSSArpLHIwPKvj9t4qXrmzhdunXQDAdneAR3cP8MilQ+xsn6G7OkbYjOEGmYhPcgRrmDkt62GbwHDr54UPoVzETLkMjs/g1RI0OjOsbwxxdfcEj1w6xINbx+jUZhjOArxxsI5X72zi4KCD2cgHSwwWtdL9UWXO6ZeL9OM8wGgdK3rcFBX8vD8kyLlyG4MkxOsH60LZngdy5sSXmFLId/s2vn68KwAEF6QRhHKsdsfoT8P5G3maban6lArloC4T8T6Dxexmdl2px3Cp1ceds4625nTbgjxCMUcuzM9a+SdEbFTqO5nYi2deGinUY1irTXA2vIALq87mXU4v/YlP/AJcL8zppc29MgCt2Ih9a4jeBb3ga6+uMRjV1D43YoVYUMpqodCb9YnzqJ54KDTtrCY0MMARkIMrGouPP+SonaSov3oCnPYAxsGjSAOckhiKCnEo4HkiDqdZB2vVwOo+WODkyhrPwaEmZ9CEDFznqemdNZBTo4b8rwCMiksqEUJIMKViZdQxeZ6kGdK3bsNZ6QCr3eL1hixUxOw6LXJCtmNT7O+LxMxXubnZcTHmb6O9rD8A7bTnx/yYSrQdU1RV7nlixi5VuaLZfbTAHdB0J+Tzyj7pCXrpq5fyPYLs/CzwpmJzSsswas8hm/hCuc4p4GtaqFRz3NwnlRO1H1V53xwzLoc5eVnqu3JP407+XrduCzDRe8jNLUJuXj43gJpNQa8Gf72yz6Gp5HNXM+j4P71xaQaxmKK6Js3p5U2CApIVXdoUDT2nMk0m7p8Yf7iso2CiIwxg0QTP/fH/+z699Dsoam56+B//f+D4Ya7Qyjgv5nGkdY6sKWNvtGsmh1dL8OTOAb51Z0fsDj/PlaUScAgldXerh8EswKhXBwA0uxNc7vTxyu0t4fZUFSNRygtwwxSbqwPsHXQFVbGU9jcMemkYdZmnxBp5gnAEjRjd5lS7sAFC6au3Inzs0g188fb1MoXtoriFOWUSygHK0e2O8aFtEVTe79dzt685eZbopavKnNdGdc6s17wpphJILXENABUTQ1wG18sQBAnqfoKalyBwBEMW40RsFJo5yDhBmjnIZH9PIx+d/18DZ5+doFGLQAiHQzk8J4PvZHApg0czME7AOcE48TFNBKlEHHmCjct0nzsvrmSeLKOdVvVhFVCyjil66Vd+/jKytSQ/YQEdBUaevnwHs8zDt+9IooBFlpwFLmvm1Ec9hqcu38Usc/Hq3U0da0UIEDYjtOuz/D1QFq15bbbbz4HmKz5oDAzep95FjvbKBJRw9E4b8++LVXdCgLX1Ibq1Kd64uw6eUTh+hge3jvHGwTrSaA4Qm9MPhACgHA/sHmMYBTg+bi3sT0KAVneCzdYIr9/ZAM8I2HSG239/ua0P3v0xOpCKjakfcshYEhQGYeHJTLSCL+J65CUqiN5wNeBG7+WxCdBgRcfXqBUrU9nRlTP+y5dRkRzoldhUUMUGfY76YQz/cAwcn4FNJuc3Ximjii663QRrNZA1fWQ1F8zLFWyaicZyEBCI9nLkZm8ORR+tECDXcTmqnwkAHYtTBSzm2dApmcvyvMjurvfdWRTkvwxgWaDQz02vwIVZdlVcjPnbBDyZkeciwgDzvCkFMLJghLCB2zwQw41+tPpBUH6bCLy4yWsh2N/Mv4qNzjxu17XQZpTib7Qbm3mcGH0rLZGF8dUARiWQQ9X1JFc4oQBJce8t7b6mwAtyIMQdaOKQvM9UHQUw0YsflvJF7DHAXI3TAKV4jCuDpXK1hXG9/K8Y1agCMUb/kgyFxZX8ONeLEgUSiPvyvRH5fKUNDuYALJSxN8otzZI0cjFMAnRaE5xGrfl5VomM8zjqN3F1/QzjYQieUeH73+mj0ZpheFZfrt4cSCMHk8hHoz3D6KxerWwuo6gaeQIE8cRHHMZodqaiPrLek1GAb51u45mdO/hKfA3pvI0JC/lZv42+4Rwg0jXueVzFh3fewvPkKnq9hqB8VybcZfNXcpFXxszD7i9bOVcBeVXvu122VBp5QhEnFPHEwxC5gkkdDkoZHJfBcRg8JwOlDK7DQAlHylIwh8DzMrgOQ8YI0oxilrjIMoo0dZBlYmPQyg0yLwLA1XEdgzO/uyrban+v6psF96QUo6OOGyDnA1duY5Z6ePk8kKMmnmXichyG7bU+ml6Eb9/dLiwWUD/DanOC/VMrBkg9I3ZfnvOsq4Y6QYZWGGHvuJPnqXTaBeoT9TNcaZ/hO4dbwsVMWnP6UYgsodUJz4nj8oIUHX+Km4er1f1pXk85tltD3B0YBCgXkL8UQEes+ksFRzNhwVDwkJMHSPIaTuWzovQIQynReor8TjMORvMNRPXqrFjUKLih6f9GIDOQl22u+NBMWHGCHkftOEN4OIV72AfvDwXIybKi+xFQWtknjiPIBhp18HYT6UodacMD82ihvgQ5zqAZz4O2mQzgZuLt0mAHyJVaKkCQJiKoAB0lNjZTIa6yUiwLWpTiKm+QsvAI5VsVzivTzf1tAwG7blX1tmUemUFVunmKvylVacz6zyvLlkVtWqDUKpbCyuPzyphXlml1qejrgsVGWaAKy2BGfoV0BpMI5HunYnysqmiQI+NxlCW3sF+OAjYKDCkyAsNaqwkIzIUMtXmwnsBRICnQlhsGbRnWVhc7ZqPQf+LT2GOI2kTE0SgQZIdY8NySI6w3MCyJ0JuLliyxsObo+zjneyacAsznSBsc4QND1PwEJ8ethRM5ZwR7vTYe3jhGr9/QStfyhRIkMxfTRNA5j3p18IziVq+LaytneHkUlvOcB1g4wWBYw856H9NJIC1M5nnr+5LVVHE5O5s9zGpezgrFgMOTNtZqIhbl5dvbOWNaFZGArQhW6d4W2PnQ9k18lVzB2VlzPtjhkIsqy7VH1EXmsyhNZR8bbTGVXft6UwGGlcboG84BMIIsBTI4SFTdzGQE4BFFe8xwdNjAOKhwK1r2matSwM02FO7RHJBzUcCsynkbY5cChF6Q4pnLAuR8++623jdmfsIlKyrpqZ9YOcAXb19Harh+EYdjvTvC6ahettqel33Vs2G0abUzRm9SK1BXlwBJhUVrXTKtmbE5q7UJ3jhYNwATQfiWj2gjA2+m5b6wylhXe/Eki1kPlYubQxkm42D+hQvkL0eMjvquJn7HVLTkNWq+V8DEBCVAkc3IGFTMPW6q9rSgaX5clW+n0fkb9aQZ4A05GnsM7bciNN7owXnrAOzoBHw6nb/ho7LgEKLjcLC1juzSOuLdNmbrIeK2iyy09hsx0urYF2PlnCtgSFC0kJmOvTb7lflfxlOUVohV2kUWjRIrWjH+Zqk4AkJEOpXWtlzYoKdKWa+yeMxzhzMtGTbIWWaVnM2pj1mmXY9FlpIKK00J5NjWHuMzzzVNPSu56yOf3ydANWAz89NWU1LuewAF9jViuJ4Z+ebPag5y8npCs6zpZ9l0VzXabpIImNbf3LJTVAZLllpjLNF58fL1BZCjFjzUbVXjjvowoP3aCI2DTI9t2nLMrOuR52+OYwUrkLpWvUvWuHdfvncSr2aItlNkKyni2MFWcyj2uZmnLMkHdDbxEWcOms2ZOL6scqWyYQRH/Sa2WiMQSUIwGQVIGUWnPdHKTUHs11/pNrGDs3ENK53x4nqYivi8y8zXPaU4OmthozvSRAmci+Ov3N1C25vh0kYv318HFXVeVH+gpPz3eg18Ze8aPrB5B5vrg+X37llGbJeSiyrh9vtqLKIsdJPjVtlzAKv5KblJWefn5mff23mghVjXLHom5uVjHn8n7o/KSk07lCOoJfjQlZsYxCG+dWdHgJFFDGtL5g8i8n52+xZePLqkqaTV1NlqTxGnDmajYPmyVL+az0bhPIdfj+E5GSZDK9851mMlrp9ht9nHnVOx2TAIx0pnjLNZrQRSNl9I0XjLWi2s6APHY9hSe/FwUlJNVJ3V/432CEfj5lwa9fPkXQ90AAAEYH6+2iv82XO2NOblvVwAHlIZUeDEVKi5C/1gmcoF4dJFxQA05soq86CVkjwz6NViKndVrx1ytG+maL8+QvDGEXD3AHw4ArIMZlgVsZ4QQiRddKsFsrMJvrOOZLeD2WYNUddDWiNgHkHmkfzloLkiyAKqYxa4ilmgAByCLDD21KGkQMurFV3NWCUUZ06pjI8wFVEiXYiM4w4tuH0VFGsjv5Ilgxf3bVGbQ1qdUri+dKwKMNhpq8DCPMBhSmYttS+qgylm3ErVm10FwEwQpoCdeX2V25qdZxUgUsVY97oQD6NApFmmTaywAISpZ0I9a2YdOaXiYwGvwnyrrDYG6NbPMbUAkb7W+MAAKtxkPiu6rOUbgcoy1Luj6mrE7plU9HoCshfglbKl6mGNGYA5/ojfs41aCbyosUcskhSZIMVzUdH1Kh5OXmOm0efukxF8z4Q3MrGxJ4RL2jjx0WgsAC/yGM/EHjiXOv0yW9qSksxcTBJPbBgKgGcUN09XcLXT05uKLivTUQDXyeDXk2pAZCqyixTzijr2JzWsroxBnBzsZLGDF/cu4ZHOETqdSZGc4KJKr1LuJdjp9+v48t5VvGd1Hzsb/WqWN/X7Iq/GIqX/vP6Yd94GCBVj2sLy386580CNDcSoNQZVgZuL9GcJMJFyXywp2lCm0sh9cj5+5U0cTZv47t5mwV3NnEYvIgrkuH6GZ3Zv443hGk7PGoVYJr8eox7E6PUaC/blQfG9qnoG7CQOx3p7jKNec36+QOHdUYBvc2WI42kTsWRoc/0MqzWxeWlhMqMcg2uuMY+QuePYSmeMs6iO5Bz3U0IE0GoHM/SHFRT4S8q7H+gwwbh1438B0powrZuLEsPLLm79JC/sjaPuzfH7CY4+YIAgLiZ+ToDBp8YYXSb6oVKKQVoHgk8eI1WuzgTaHz5e4eh8/KC48ivznV2PkDw+QXDG0byTofPaFPVXT0HfOgAfjMCTVLCoFRJKcgFCxMdxQGo10NUVTJ69ju/8/DrG15uYbviI2w6yQICTo6cJDj4iAI9S0kQgNnDrUw7OHvZlHykljCBpunjzb7uIVn0Z3yA/DsVss4Ybn22C+ZI1TLkDUYqz97ax9yOdvM40/7/3Y6sYPtYtAQbuu9j78R04nXZ+XP5n7RoOfmwLcMUNIxkDSTNwShBfXkHvg5uVivrg/VuYPbBWOscditOP7SDrNvNzaqW8UcPpx3ZEEL01uqWbHQyf3jbuRa70T57YRvTAhjiuAIsEHv0P7SJbbZfrUQtw9lEjYN8ALdlmV5RVAdimj27mZVnAafDMNli3WbgelIqyPryTl2WkSzfaGL5vswhmpEwfWsP04XUNNEyQ0396A+las3gvq1wSDZk80MHhx1Zzy4jxXhx9uIv+4+0c/MgPdylufbqFaCOEYrNTICfu+HjrJ2pI605uyZF5D675uPtDPpiTW2pUvM7R+1ycPJkz+TGXgLlA5hEcfjzDdFO+5wrYEIKkCQw/PgELoCd1BXKidYb0/aO8HLkowikQPzRFdCkPDM19kIH0PWPEXWOika97FgDDZ2aasr7/oIfhZfH8x12CsycNJcKY/IZXKPoPlod4TgmO3u9ispF7LivSEeZRHHwoQFq33JDuyzsv5uvMCA4HTey0Bzl4qVIS5MQ1GQkXjnozmn/tAuGM4KjXxGZzBOoL74DZxEc/DrGuWN2qrDoVihTPKE56Tax3cgtRpVxA+RQZi40yGQcabUGJrZTN2cTHCweX8czmHdSbUZGFzlSwLtAvCuyMBjX86Z1reKR7hAd3jkH9TLOT5e/r+Y0hYwdkpBQLdXBOfcx+rcp6UXHc+php1H08L2+7WqZhsSp/+1kogCyOucx48wBOfAFV1O5L26WvMs3i50DdW+IwdDoT/NDlN/BqfwOv729c3D20Im+VP/UYHt89wCgNcOtopUCp7AQZ1ttjHJ+1qqmkgWIbF91TK02nM8Ek9gSdtD7Oyx+jzgDghwk260Psn7XkPCc2DD0aNypjc3pPJxg+MX9/G0IEAcNuc4D9Xh5vMxfsyFig3qyGNHbuCWACfxmADgXccYadP3DgzDIdiAyIZ7d+xLDxRVevmCq3LE6A7nfEBzBWdCGsLuFXmqgdQD9kSrFyZsDoK+twZ/kKsUrrDQiOv75ZWInlBCApUP9ugNYf19G6maL96hD+jSPg8Bh8PAaPIm3JKZHkZRkUXTTttIGdDcTXN5DWKTqvOJh1HCQ1CuaKejAHaL8BdF8WSh5zJeCR7jsbLwDNvUzso0MFoxx3CGjCsf0FAnecaYYr9fFGKba+luk+FbZJ8WnejrH6cqIVfbXaDkKw+nKE2t5MgyJt4ck41r8xFXFISmGWowWJU7RupZWuXe44Qf1AvmSUFqwP4XEMbxAXrldvc/0gAY3TogJPCJBmqB8k4i003d4IAZ0lCE6SEkgDAL8XwR1GxXPyf3icgEaS4YVzAV6pKKt2bJRl5EfiFH4vzfvQyNMdJXBmqdG3uRXFG2Uif5VXIhmCGIc3kSukJg03EYQD3lDeS9kX6r9g8MoBk07n5PtQgYrfNpOaeGZyqw+nFM6UIRhw/ayY57wxhxPx3FVNnyPwxhCb9xIC5tKCBdCd5nU2XdUIk2mkFZJ56rnPZwkm2dS4ZFhjHgCHg7nCEiv+E3D5LlHKxHvl5O84dwRrludl4C6XFh8O7oiP42UgHgNT5wjAHQ7mcPhBCu5xDYpM4oOwEetxSZQpxhvmAayZv3s6FogAWQ1Im9UzQ9LhyHwgtyZLC60DRKscmWEBvy9/PjKb+OCcoNZYsBGetupQ3LH3wFnoulU+l8489KMQK+2JOM8I7p52sNvsww3SomJ/jiQzF5PIlxYWVab1WSRzznNGcHbWRLs2k1TWsj6MYDCo4ZXeJj526QaCelIGIwWTaFmZqzwGAByYjgN86eZ1bNWGePrKbbiBiDkgxNB5z+kfGhEQtRHpPEtTqa5m3hX9cpE+BaoV9CoFlxSPk4yAxjwvRzLUaQBjt8luX1VcUxVIIgBSiuBwTrh4VXtLAKfins6rY+F4MQ11ObY3+vjEpdfx9eNLuHPU1RTSpWqR8u95H32Nw/HQ1jG6/gTfUVYiKdRj2Fod4HRUr2YwWwSQ54lMk4ZAK4zQN+mklfIJlNqn1RWH4cpaD3vjNtJY3B8vTNH2I/QlxXPJQcSVRCoVdVbvpr0Xz9zqS1C02RjheLCAIW4JefeTETCAJgyNvUgq1ATKlYNwgEwyuFOmV1814KEE/khE6Qs/e6Wgi6/hCdffFVWrYkIKT4SCRSDBjnxunRlAE6m8yhffHQPeiKN+nKF2MIN7OADvD8CmM23BsV3VCmCHEJB6Hei2kGy0EHd9RB1hvXGnPLceMUEGQAD4I67paAEU9qwJTzPpFsNhUiGTlKN2mIh9dEzrBgdolKG2n+btIkRf4w2iIruYEs4R7I/zZhRiqRi8vR6yJIWmTpZpyCxB/bWTPBs3HxTo2Qj+WZ6/SUzg3znLrSSGEMYRvnGs60yMupIoRvj6Ud4eo8/pYAJ/YLDeGdY2d79XaisIARhDcONY5yHc9ajs30zUoyI4nPbHCPrjcj0AeHfP8vzMehCC2ncPi+cCsacOiRM0v3VQHq05h3M2hnM21v1mlhe+dVa4VuedMXT/7KjQP6Li8wcmwjmCgxH8Q1JcbpFpOy8PBfix6kgThq2vjHT99FhKCLxJip0vZbkbm1GH5t0EjQNxXLEpqvd37aVMg35NIgCAZMDal12A8MJxTgAnApyvNIuuaTJNbd8BO+qA2DFr4CCvNBFwFEgH1HvIXuggzPJjJBPvkxMD5Lm2eNcSXhin6nc5GrddzcqmSAjAgZWXmXbRJTpfQSV96Y9SsWpruPCSjAMJx7XfzTcunsuEeF/eWeEELKXYG7aw1R7izWFQdjExAss5OEaSLa3WiDEZhItdUop+nuKZ5sBxr4mHto7R8+rIYgfJzMXBpIXd1QFu7q8CWV5mdb7qi3D72t3s4SwUsanF8+e1f8GplOLgtI2t1QEOUgdZJFd2M4q94w4aXowPXrqFr7x1TcRRlJRsUlaOzePGMUU+QAgQzzx85a1reHz3AB+9dgNfu3tFxFPYec+RbDVdfA0H9CBQdY0JDJbtRzOdTkvy4wRyD5SqdEY/eFxshoyKfrN/c/u8Ud559QMAjyG6Ei9OY2Ztt2duveb1u/E8yDwdj+H61gmuN0/xR7cfxmgYVrPJqSx4eTq2ryuCHIbNtQEuN3r40u3rSCNX5632yxnNgvlxOYueoXmPoEyTNjmOBs2lLVOqbbVGjIYb482DNfHMUI6t7hD7wxaYZV3h6hmwwa4FdtRePN892ijSj1fVgxHUajGmqYd45t2zNQf4y2DRMYQYynnJKs8gJn5TIbCDeDnkpqBc70eh0mo/+gz53hXqeGalTwAaAcEZR2OfoftGhOZ3z+C8uS/IBsYTgLGCBUe5p6nvIBQkDEA31sCubWH60BpGV2sYb7lImgSZj9zvX40Lcg4oxBQSQ8FT16lV9ArhlAgmK20JAEwXoUJAt5mOWEQEpktS4UILjJjflZXAtCbYyyYqjbGqX5lXlai87IB8+w2rGtHm1cMutwLI6N9mudTqmHl5z2tHVf25pINW986qk4pvKvXbvPztNpnnDJBsXqddHtXzMG8Eoij1EXekBQcoPEv6mTPeVy4tkfpZV/E6hBSY1Ar11s/unPnAfJQUUDHKA1CMy9EVFB9iKqI59tGurWqcoCn0XjoF4hI1qSndzBhj9DhlxvjIMUzky8X4Z5SrhcnFBAmUctDG/5LNEH9Bou4FJxgPQwROiqCelK+zlXJp1bm6cqZjWJYqSyklXGw2eThqYnN1oPM/OG2jG0wR1uPFQ6aliPOU4rDXFFbE8/WpC0kWOTjuN7GxMiyRE7x+sI5BEuKpS3fFRpj2UGyv+Jvf5yjwyo0tjR18+/YObg5X8cNX3sDKygjcnZMfkPfvIrGtN3Z6fZ1xjfn9ImLXpep31Qcot8X+vqit96qU2m2eV1fz/NIB+zz/GJLVGZ65egsb4Qh/fPNBDAe1hSBnbvZzqkEchm53jKdW9/Hlu9cwm/i6zoQAzY6Ikxv2ZbnGPFYS+/4srBBH5gHuiCAa+0v3k7KkPLh2gjfPVrXlqdaI4DkZRqNwuX4pKdm5NUdYrxcnp16G3fYAe7120ZXvHiw77/ppTO+xwozfStRqp7oGKL1kCpyAF4FPrrxU3s+c2Ui9V1IpcWbSgnPE0LqVoP3dIYLXDoE7B+D9AZCICa4K4GjxPAFy1lcxe3ADwwcaGF52MV2lSOtFogG1saF2TzGZpxySb2ZKoI+r78xUFs24BqmgiuOmwkmg9ychyAGJSRdszkJaKTbSV4EDW+m2lxIUODKD3y2wtFB5N5VmWlEH8/8ikFVhMVpUVuU5wxpWmcbuo3k2dPO35e5WaKtxXL8bVXlUtdOux3ltXyQaKMs8GAr5514KxntauC/QFlexasl1G3N2QZLH4hk08+o9sN+RHMSjaPEBcldWAxSZsXfmHjrqfRLlwgAixthhKRHEGDeqrCultCQfc/QCi/7kY5EJZrQ1x7SMqfxVP9+36HzvxXhtWEqxP2xhuzsoxp0AxQleKmGjUQhKRPD0sm5mBQWSC4roupdocMViB2+ereLB9ZPFMTc6j/x/MvXgDQiywCrn7YgEZvHEw2ASYm11BCLdYzgX9X35zjYo4Xh051CTKVQOR2qVuQrkmFYfFXjOCLKxi1sHK3h+/yo+sHkHzvY0HzMJiv2+TJsXKWopeWffuaqFDfV70eNSBWqWSXcRWdRXhWf0HSxTZa/Gdc/F6uUeBnGIr968Ktyp5PN2niJepYaUhHK021M8u3ULX9m7KmLrDEtG2IzQCGKcnhnkA4zMBzTE+k4wt3/cIEPS4XCiOXXT+ZQV2NXuCHHmYDQKAU5AXIbtzhD7/VZhv5/Cs3zO+KOsOXfOOufuhUMI0GjNwEAEMHyb8q4HOgWRq7DEcGvSIld0TUuOuk4rHZxr4KPAjLbsmMqJvobrlVoqN/0MzxiadzO035ig9voJ6M09sNMz8Di2qlPxIDgOSLMBsrUOurGG+NIK+g/4mGw5SBoipkADEsPHXwEe08KjzgM5YNEgyLKC6NVqAwSaoETH7KjjFYqTDiZ3jHgcQ/IycssPqaJotpXqeeCm6s02AM+5Fot5FhTbKbXK+mRfW5WvnijPAV9V5+181V4z9vl5ljF1yHoHChTRy9rkdR1I8cO4sMARWkynftruaoTkz4QGLSQHOSazmfnsERjkFzkbG3eItWcW8kmCqOcQZXICBUrURKjfFas8Fcuj6qkWQkzFwpiolMVYW4AqvAhM669Opz5qPJHU87aoe2mOVebkZ7M85uXx6s1olfvq2/EXuC+LxQCfpgyGdTS8GH4tWaw8cAKeUtzsdYuxOsuWLYUlFHd7bQGuHCYA1DBEyihWu+OyMr9IGIETA3Gbw6vHxffu7YhUPqfDEEnqoNsdCyAoFdIsofjG7Uto+zM8tH00nzluXjwHMBeAEJ+BZxS9XgN/cusBOC4Ddx0Z78vL/TMPXCwjHi+OjW/39VPp3ynQ+U5LYVw27wUq3w2dBgvOV5aTX0goB3EZmCv2Bzzd6+C1vU3p9ijA7TLD3rlOFZSj2Z7i2e1b+OrBFQwHNa3gEwJ4tQSrzQmOTttgqTEhuDxftLOFW8fn3F/iMKyvDEEjOfZfwJrjBikut3q4eboiLCmEo92aIkpdTMdBuW/MWJ957xARe/gMk2Apaw5xGHZaQ+z1c8KCQv4LyqqSdz/Q4RxwCGbrfr7xJRdKDeEiuHi24uaKgXL5yICkThE380BrrUAQIOqQIi212rSPA9GKUJiU+4gTcXgjjvCUITzL0Hj1FM6b++AHx8JNzdgTR7mrcc61EkzCAKTZAF1dAbu2jckj60h2uphtBBg8AiQNFN1lCJAFBNMtooOTNeChQNSmiDpKqSP5qgCAqO0gDSW40UCJgLsU0aongrElKFT7EbHAkf1LtUKqLEZpw0Pa8ivBQ9oOwerGOUMJZp16riSbb4VDwUODLazg7kUA30PJ8gKI427Rp0grxoFXCXw4JeC1oAyuAOHm5cnnxgIw3HPFuQrLC/e9soVFKfSq7hbI0WXp+2uVZbuiqfxcR5yzRaUzQF/BuuM4xj2hxe9m3e2PWX5FnQrsaoSAew544BXPyWuZ74K5tACAFRhhgZOPc8aGoIJkgGpQzDyqJ1LmEmR+nkduvZEkA4YlU38cgPmGRchYRBD3xQIs8p0vkAIAOdCRaUqWYOO8FmOiJ1leZu5WBm0VUu+vitMxrdOFmCPlmsuRW2Qdki/OKBdG2d558dP35XsonCCLRazOdndYturYl3NgPAzBOEGzNTv/hhHrvyxzOgqQMYpGS7Cb8YzirZNVXGmfiUD8ZfMCAA54I4LN7gjUy5ZTRuddwyHihOR3zgj6vTocytHqTHX/cOlm9me3L2OjNsK1rZMiNXQhz4tp/RrvM4LZ2Ed8uwGSpJitUqysjPJy7BdmXjHLvFTWQkkhz3sBj2/3Pf7zBEp2e9V/G0DqvljQOOOeECJAjutneGT3ELM1AmQZnKGjSQcWxrmZ2c65TE+FlKPRmuEjOzfx9eNd9HpFGmk3SLHRGeHwrIUsXhA7U9U0GwTaSYl4N+LUgTc6pz1GuareV9Z7OJi0tIud4zFsNkVdS2xwi4ghDHH8DJdbPdxd0pqj2CSnYwMUvY3J6MJA57nnnsNnP/tZ7O7ughCC3/zN39TnkiTBP/kn/wTvfe970Wg0sLu7i5/5mZ/B3bt3C3mcnp7ic5/7HNrtNrrdLn72Z38Wo9GocM03vvENfOITn0AYhrhy5Qp++Zd/+d5aCCBpuLjzY5JeWhPUCGvNZMPFwccAEAmCjHtw+gTB6ZMkX1E1lJOzD8eYbJFcGZHnsoDA+dgZ0joBSQFvAoRnDK1bMcLTFEnDAQ5PxJ44ppsapcJiY79Bnof0ietIHr+C2aNbGDzSwvCqi2jFR9yk2H5mH1ktV8wUI1TcBdwPnmnXMxDpwkaA/mMMvce5odgRyRZFcPixDMMrDvSGiLI6cdvB3Z9MEHdcrSwqmW54uP1JCu6WH+DTxwPsfSwsjwwUuPOjNQwerOfHJNjhvotbn2mDtpsC7BgKd9qt4eZPrRTBjsx7/NAK9j+xmoMeo8zjD69h9OhKWTF3HOx9cgPZestQaCUzV6uOvU+ug4d+sY6EILqyguOPb+rDpjWk//51jB9fL/UFdygOf2QDyVbHOsHB2nXsf3IjBzRG3aOrq6Isuw85R++ZDVGW1S7uUOx/chPpZrtYPwC8EeLuj2+Ch0HRXQ1AdHUFe5+yypLfTz+0jtNn10uManAd3Prr65he7aAAPqvEqGPvyRZu/dVWEQDJrO/8lQZO3lcX1gYjnoYFDt74X3xMdo1nSoKc2aqLG/8XIGk6hfpzQnD2iIs7f5XrZ91cEDr8GMfxM7xgyQER70PyyT4mO/KcAXSSFsfGX7mLLMzLVwBpdjVG90OHIo0COKqqTw4RPzotTWCcAvVPHGG6Jd1ujPNpA8g+2UMW5pZS9X+8S3D8Y2JSsPfeOXnKweGz1IrzEauFt/6qg+EVrxSbkwUObnzWQ9L6weKp+UGclypjEACAE/QHDTT9CF5YscN4IY0gMbitrDqL9sBZlA0j2D9tY6c11HTT0cTD3riNS+s94Sq2UKEsluNOgcEsQLc7Rolq2K6TvUq9SLgAYSenTdT8BHVFOw0AnCCZufjq7SvYqQ9wfXtJsFPVrgpWKhVwreJ4acLxgc07eOzSAdzQYn27F6WsSnmdB2q4ca7qU2rPnOMXqdtFhCz4PrdNpAxizPQc99QOPTU6DK3OFB+9/iZCJ0XQU0o67gn8VpUDAGofno/uvoVvnW7j5LQJntHcw97PxN40gwaSmVtd9kXfC0O8WoJWGKHXayx+DCue00ZrhoYX4+C0rQkINlcHOJ7UBYFCqZ7k3OedUI71lSHOojqiqUEqMMcqQxyG3fYAdwftnH67qo8u8I5dGOiMx2O8//3vx6/92q+Vzk0mE7zwwgv4F//iX+CFF17Af/tv/w2vvPIK/sbf+BuF6z73uc/hpZdewu/93u/ht37rt/Dcc8/h537u5/T5wWCAz3zmM7h27Rq+9rWv4Vd+5Vfwi7/4i/j1X//1i1YXAOD3Ezz43xN4I8UMxvUL1boV48rns1zhU1YdzrH5AsPWVyVzkdw/B1yQEWz+gY/WLaZd2JTbiTvhcH63i9qE0ncxAAEAAElEQVQxR9hnqB8kaN6cILxxguDrN9D+nZfAp1NwY+NPQgh4lmkKab3pZ6MOsrUO7hDMNgP0H/Ax3qaI28Ka5E0Zjp/bgTOFVsAA8UwEpwCeWxG/tYuN+L7yEsHa13MApF14CLD9BYr2zUwPKEqB88YZLv9vLvxBVtyI0SGoHSa49jsZSMJyNyNp2Vl7eYadL85yGl9CdMzO5d8fo/PquKRUkzjFlf+jDzYY5WlkXzmDCJf+cAySZLk7m/xfvznA5leH4pilwK+92EfjzUFelo5BYNj60z6cs8n/n70/i7luOc9C0adqdLOf32y+9u+b1Xgt28uO7bhJ7NjYseOEgNggJBQhBEiIs4FzwRbK4YaTfcUBooAIHDhIOxdHChdH5wg2ytYOODSySRwT27Ed26v711p//7Wzb0dXdS6qHWOO+TW/10qyVv6SpuacY1Q/qmq8T73v+1QWABECOl1g+7dHQJxkQBAABI9G6Hx7oOMLkCzSN384RPWNYaZ8ACApw+Y3BnB70xXQQmZLbH99BBInmToAQLA/Ruf3rfyIoXxuvjJC5a0xNNGABbi2vjWF259l604IyDzE1u/NQKJ4xUzRP55h87uSTS5nXti8M0fzjbnpW2Wmxjm2vhUiOFlk6phtILFoZ8X9xlsL7HwjzMaR6bZ+P8bGnWjlAFiSMOz+d46gH5sDa2Uabyqo4p2QZfzQQIDqPkP7952MmaZ6idRfc1C7R7V2R52XQxhH8gdN+GOSmVsggjr2wQ92QGOz1qs54554OLrTyVxTZcX3qnAeliziEmhztMH3uwj61BCjyA8NgfgPmqAhsj47HCj1OarfL0mmSNlHcuOl+oCjcUdd42bdY0D7ewTlPtP3FNhxwhTd3ydwF6keR++G8G58L2VCTqhRWp3dVoGvzkpagvk0QJi62GjO1sdfB6xkSEIXJ/MKNlsTLegfD+qoehFqjYUR4ovyzBfJgemoDM9hKNfDs4X104KTy5wDPKE47tVRLy9RqoX6FcEZQbTwMmBHERSYOp9Ho0JWv5XfhrzmTzi+evcWXMrwE9ffwkZrtnrA6KkgNfc/3xekIE5e07Mu+yJAcRo4yqd90lAEavK/ecEnn2bdvaKwTggmXGsp3FKM23vH+MTeXbw+3MT3H+6J4wtk+iex0i10o5WanE9euovv93dwdNLQIAfI0kiHs1N8T/LzquhZFzw76qXY2pjiaFgT5nBr889mpgDYjXYfb/UlAQHhKFUiVLwYw1F1NQ/14jsFJBIitFe71TEe95tZbU7B/LC1OfNpgZlcvvxzhgtv2335y1/Gl7/85cJ7zWYTX/nKVzLX/sW/+Bf48R//cdy/fx9Xr17Fyy+/jN/8zd/E7/3e7+GjH/0oAOBXf/VX8bM/+7P45V/+Zezt7eHXf/3XEUURfu3Xfg2+7+PFF1/Ed77zHfzKr/xK5sVz7sA5aCSZWgiQGR0c+h6kGYfqPydiGcdkraUD9CRRNNJIxc4zTTj8KYc3ZfCHEdz+DBiOweYLII6RPwfHBjsAxKGfrgvSqIN1m1jsVjHfchFuEKQlGN8aCYZpisziwBxJWMUMxaeiCVZmLkq44sqXgkLv+tJECD3C1ybrd+AsrT6UcqKg+OVwlmkWRBBRIRKz7Fi2QAsNBcWtMCPMrhp0GoJxlk0HIYy5o4Upw5H5UQISpwIAFfiUkHm4ck0FOrbyMw9GmB2OZllBW/lCxIkAJap/rftkkSsr065l5pIGtoyD2HTVdrJlBLKMNMBRwBucg04WUExqeZ8bOpgWZEYAxuCeTLJtlr/JIoK7iDLPSWRGBBi0/uv8OEewP5F9QUEULTohYmjm/avkPRomoIsks92i+tLvL2Gfj2P3ceUgyoBtkZ/o++pBYnxqCPRvb8HhhjxDrqHmUbnHwNS5OYA2R+OEoNSD9stR95QGt3QkLhJu5ccBd07gzh09b5Q5Gwjgj1RGMC90AoAB5UPbjAz6N42B6kPoOWJrl70Zhz+xdya5fimW+0zPZ9PBIl39YZyhUgdEHQg4Gm8uDHB/l4R353vptHtCq7O9N4Vfjs9kTeIpwcP+Bp7bOsJ4Is/iOE0QyAErcEFZPRxWcX23h1I1wnIaCGKCXhvPdE/wg3lQfMbH2jpRnAzq2OsOsR+5SJbu6W0uquMp91js4KjXwE53hAGAxURQP9tg56OXH4DucLx10AWLabHgZJvdnEN40lpTJs4P+sGDXWw0Z/jw1iMcN2t4/WhTOLWv8/XQ5RW0twg42tfX3c9UsKDCnKxez6exX8EpyRw7UQiY8mMoX966+p1W1/PeW1eeZaYGIs7GaTZm+NDmY/TCKr5677YmHPhRzHLt16MNcuqNBX589z7+oLeL415dm8IRAhCXYbszwmheFmM1P9bWPX/krhcBYACEcnTaU4yXAeKFd8b8J9m+ohw77THGYQmziSAgoB7DpdYIj4cN8ISuUkgXsXDlA+XYa49xOK8jDt3sfLDzUllIbc6jUXMVqF1Q65apxhOnPGcYjUYghGBjYwMA8PWvfx0bGxv6ZQIAX/jCF0ApxTe+8Q0d5zOf+Qx83yDeL33pS3j11VcxGAwuVgG9M2B1qNTYqF1Mm6VI9yUz6Q1TknrAMFoca+fVXTKUhikq+yEq98fwHpwAh8fgozF4FK2AHBW0uZrngVSrwM4moltbGD/bwPi6i8UmQVJBVjNDYMzSAG26pkzUDCsazAGI0qxNn/BOTR6GqMByzlZmPrYvhxqb1NIIKRM3LQzmBiQx141fkLyo0+R8anJsbtyxKInzGoMi7YE6tLLA3GutxiH339aQ2CAirzlZKxTadS26z7k50HPd1kUuPWGW5iaXZxEoWMnLBjf5PlxXV/uZaOIJUpgfyQPGHLMbz+dtkQ7YabhLi32PVBorL+FPZgBPhjranh+ZcQ49xpV/jgZGdhzAyleUzVwTV89FBXRUsSybVl+zd+Z49rp+f8iNCLVOaXa0vHCjQJFeg7jRIsGscXYaYq9jgGFqU1uaqfX8WC79eyj8kb+XgJUxlt/FTiPFwCZ9dc4wYQvnHoZhGVvt8dnx1+TBEor9YQOXWiPNuLaYBThZVIUJ27p8822Rv9PQwfFY0FcTlxXGWRvyeRYEFjk47DfQqs0RWAetKrDzew+uYrM0xe3dI1A/zWpbCtq/vi68MA5nghBi0K/ha3dvIkodfObaHextDeH4qTBnU3121vOIqZlv69peJADn+3RlrTingGjlRUNxOPipGp912SoTtHw9iso7tS4XGMOWBocQITCXqhE+eOUhPrT5GN872cP3H+4hnEsAek5fnFOLtF5bikL6x6VPjgY5UltEXHGOznhRwnxcKn4mRc+uKOTeH6r91eYClHBMR+Wzn3kOjFZqIbrlGR73mvKcJY5Wc4Z57GGR16xcgNigVImwESxwpEzhVtpCdH6EGKa1xWnaLlX/C4R3FOgsl0v84i/+Iv7SX/pLaDSEr8DBwQG2trYy8VzXRbvdxsHBgY6zvb2diaP+qzj5EIYhxuNx5gMga7LBlcDAs0BG7ZSmllAhQ0bTUCRYMA4ac/hThvJJjPKjGfyHfeDgGKw/AFss1wIcAALkUHkmTnsD7No2Zs92MLxZwnSPItyQO81mPGgbYQM0LOEMyAphFtuaEursE9dt2lxOJEgqADvMtYgNLGYrrvMj2pQNekfdrASKjc1quPko8OUUTAQq71u+VWf6gGSAVE54LxLiTwNOqv4FbG2qjeuAxUqanLM3KAVxFN/xmvytfFbqrX4qDY9Vp0zbZFlrAVcRyCkCK/myJahRIDVzPg4gNKS5viSco/D8HKsf82fk6DZRkadtesbtjxorxB7XxuzM9Ksy1STWfwuoqLGdAz0a7BR8a0d/NedOIx3IrC8inSYSsH16SO4eF7/1uVz2YZ9KJpD5EQuk2PTSnMCcm2P3idaYwswvklv/3iPhD/O9BKx/N50HRI7GFZTcuPhcnVzgjOBxr4nN8kz49gDrhcVTZJXlzMckDNBpTUVa6b/TCJaoKp+YswQNS9BdTn1MlwFaKr+z5KT8ZsC6ohQgXLo47DfQacxWwE68dPHNB1dQ80K8cOlAgI9TBew1heWFO23qbszZktDF64+28DuPbmCvNsInb7yJVnsqTOfO8t/hADy2KuzmgUa+7ipuUbx8Mev6suBaWmZIak5xnKJ8zgI0+foV5ZPvlzU+HNm8peymXl2UwyvHuLl3gk9ffQOjqIyv3b2JXt8cmLli8PEkoNBKTByGTnuKj2w/xLcOL2ufHJUX9Rg22xNMlwFmo/J68eWiS61VVa8co1VZ4LhfPxvEWS8NQoTJ2u3OCd4atAXzHICgEqNTmQmAkvdnWwP6V4pxGK60hngwbiJdp0216kNchstNqUFKz4AmF3xO7xjQieMYf/Ev/kVwzvGv/tW/eqeK0eEf/sN/iGazqT9XrlwRNxg3Gof8AE95RggAMmMgs9iaw0G5FDg4aMLhzRmCYYLywQL+wyHI/glYbwA+mwu/m1xYOfjT80AbdWBvG8vbWxg9U8P4qouwTZCUoYWpzLkeOVM6vWuthCytrTHjIe9MrbQ6Or1Vjs1IJdKSFRClhU/7PBIlrBMDdrJCKTHMbI6llVBCOFN5mJ38jKCswNA6cFIkyNsC3TqQk79WFNZcz59Fo67lgYkyL1sX8gCnCNgUAaFCuuy8VuU0cLcO+Khno+pclId8Thq82O2Rz0mDfJoDQda3AcjSBE8BQgJhmqjGkzW+tDbStQAcUf2cHbOZM6GscW+Pd6g4FjjiSjOq5pQiMZAmauY5ZAFR9sUpmykBju27ucK0pgCTvp9dsHR8Yv4XASc7L10Hjsw7at1mjn5/ECKB13sL6Pxhv5eAU95NwOnCDSeC+nncwOX28GxCAClsP542cLU70GfNXChwsdt93K+jVVqgJIEDixy8cdLBrXYPjl/Ab35GnhPpr1NtLtfEWXOtSEAuSJeGDg57TXQaM5RqWbCThC6+++AyAOAj1+7DK1vEAUC2T3MmUGv7O7Peij7jjICnFLNxCd++dxWv9Lfxwc19/Ni1+6g1F8J/h1qLgB1OAwJrBcTc97r7p5VxSnqu1oB1oPOsuuXLu8hwPCuurcGhXPjhBAn2tob4zPU3UHUjfO3+Lbz1uItkacwItfnVOkH5HJoCe9xQl+PS1hAvdR/jG/tXMRxWM0K60uRkQM55hPSz+s665wQpdloTHAzqGsytzzeXEeXY64wwDMuYTsyZOXutER6PG0gj50yAIuqXLZMQoFZfwnNSDEfVM8EXIUCzMUeY5iisfwRzNTu8I0BHvUzu3buHr3zlK3rXDAB2dnZwdHSUiZ8kCfr9PnZ2dnScw8PDTBz1X8XJh7//9/8+RqOR/jx48EDf4z5F7/0VIRRl/A6AcMND//lARoQ4RFS+3Ke7LqZ7rjFzU5SunGN03QVzCYJeiODxGM7jHnDcE4d+WkQDdlDaGwDCF6daAe22kVzfxtGnOtj/RIDFJkVSg/YXAIDF5QRxnRtAIgWuJCCY34oyh7MpQSyuAdMbaYZeWgl1i22C2SViDhMlYvebuQSjWxSLNjVgh5iyei+4iCtU75xzAnCXItpw0X8+yLCuKbCz2PYxuVbSgqi6xwnB9HoVYTvIPA9QAC7F/EYTRJmIWBoA7jlYXK4L06acoJ7WAsTdiriWMiOwA0g6VbBGuVDIj7fqhtpZlUcI4HuCtYyuThNeLSHZbJi4lraGNSvg1dJKGhAiGNf8AjprSpF26yuAglMCXgqQtqrZ+snA6hXwWjlThrqfdmqCVjtXB7gOkk7NmPZZGhoeuEibMr+cbw2rlcCqQbaOEuQkGyXwwDHPMA9U1TNUHwBJPUDYLVtmZwashJ0AcUPU3YBiEWe+7YEFhvZdgZA0oJhtOStaSxCCpEyw3FCMawbwMBeINgjimirbABlOgaiJzPlUutkOEDUFG1v+0ODU54hrZgPA9D2QlrgwfVNCnCUsxNI8FQxiE0ZpbikQNSzNlAWCUo8grpCsBkfS46cBQRrI58DFs1LpkoojNF5yLmqTQ0KQVty36/3yxyr8UbyXgFPeTefpY04wm5TgEIZqfQ1IsKNzoDeoIXCSc8VfVyaLKR6NmtqEjXNhwnY4r+HqVv9s0JXJD+ApxXG/jo3KwpyvYwdS8PsiY5ATDXba9RnK9dAsa4wgjRz88NEOBssKPn71Lsq1ECgCO/Zu9Yq6dLVd+TooQgQWU5z06vjvb97C42kTH9t5gJeuPhTlxiRrzrYO9BQBk5To8wDX9pG69nbtUeTrU1Q/tZbZgec++fj2N3BOAGABHAIBcPwUu1tDfPrGG9irjfCN/av4gwd7WM788wOciwbCQT2GWzvHuN7o4XceXsfUOicHEJqcrc4YE2mupkzZMuEUAFPYn7kxQRyGzfYY/VnlbL+cvD+MPOdno7TAo5MNAdAIx0ZzhjBxha+OLvsMcGjlrbRE11oD3O23sweMrknn+KlgWrPpp3nu+0cIbzvQUS+T119/Hb/1W7+FTqeTuf/JT34Sw+EQ3/rWt/S1//Jf/gsYY/j4xz+u43z1q19FHBt1/Ve+8hU899xzaLVaheUGQYBGo5H5qMAcitklecYGzEsfDEjKFIsdJQxIUxAJdsIWQdgi5mwdzkESDnfOkJQBb5LCfdQHjnpgg6ExU1OrZ343VFJIw/NAWxvgu1tY3OpifKOC0bPA4oYALRk/PgqUugukJa53hFUbuAM0OjOA8JWxkAYc/tY8ow1S31GDIWxJNbm1w81cYLmXIKmZca3Spz7B/EYsBCdrkeIEiKoUk+vcCJhKMAUw36SYXs4yZ6nJOrxFsWxLoUqBQEqRBg5OPuCBlOVEs4BJ0giw/ykf3HetXX4hsM8vV3D8UlkL86bfCXrvr2B6raL/ayHedXD00QqSDVMWSVKAMbBqgIOPV7JU1rKs5U4VvQ9UVkATCMHouTpmN1ZBCwjB0UeriNuVlTSsXsLBx2uAOn/Hure8XEfvpdrKdRCC/ksNTG7Vs/dku/Y/VRPALzMGCdJagEefrYKV/CyYcSjmVxt4/Jn6SjncITj6aA0nL9XFuJT3OaXgnoP7Xy5jsVc1aaw49jW7v4a3Axx83CuMe/BxB/3nvYw2lhOCtERx8IUEi47oJ3vcL1sU45+eISmpsqC1M5OrBMNPhlltjRyHsw8vMH4u0eOaU4C7APOB9icOsOxwo7WRIa5zfPDjd5CWefYdwIF4N8KNH3soWUGQ2RGlz08R3loa/z651nMCtD99gMWW9cKQcZISgfe5E0Evrfx3ZLrpFYLe50KjKdImjIJe+vhDil7a0to4BA++SDC57IGmTB4aKuIkFQd3/4wjQCbBqtniuzT8Ub2XgNPfTYUCX67LWULxYHAO+mhAg5R7gxautQZw/LPir89nPgkwjXxstqWPECM47jcQOIk4P4agWEjPBzl/WeTgaFDHTmsCJ0hPBzJFgvNZgRvNTrO6yFBPc1n+nf1NvDnq4hOX7qHZnIM4OZa0zMuXIDO5z+MzIuNzDvBUAKzHRxv42t2b6C+r+NTlu/jYi2+i3lzA8QtM2s4wM6QzB2R+TkKIPIi7SCgCWSrkAQxQ/KzWAbbThHl1TcVJiPxv+kYDnFKMva0hfurmHVypD/Htw8v49r2rmI7KwnlekUEUCekX7JPMa55y+OUYH7ryEK3SHN+4fx2LWZAFOX4qiAdmZQNy1oWifiwCQPkmUI5We4owdtf7/WTKMfcJEWxot9sneLPXQRoLIdAvx+hW5jjsZ9niRKJzarsox3Z7jEkUnM2cJtN0NqaYRgHCuXdm/CcJhJ/mQFIQptMp7twRnKUf/vCH8Su/8iv43Oc+h3a7jd3dXfyFv/AX8O1vfxu/8Ru/kbFnbrfb2onzy1/+Mg4PD/Gv//W/RhzH+Kt/9a/iox/9KP7tv/23AISj6HPPPYcvfvGL+MVf/EV8//vfx1/7a38N//Sf/tNzs9uMx2M0m0189iN/H65bko7NEAPIclxWQhyAjN2/ABJSYFcsYYlgF3OmIeh4Dj6dg8/n4Im0h7Zpd9V/5cxOiDgnp1wCNhpINhsIOwHmmw6SiiQKUH4CyqTGGtx6jEpQ0n45ReoLDYyIAC382OYyArghY+ZiX6dy59i+T1Ou88o4SnMOmsBouOTOs4nLBUi0dpbVbjFhXDg6w+SV8SHI+0aFMfgP78DZ7CLd64CkJi/uEJCEabBq+/Co/Dghgv1Lals0G1jKin1O0jUCgUOBJGeqUcDQlnmj2r/zcZT2hxCQOAE76YNudqRJHxXkBHZ8zi3TPpbNR9UPMHW06+W54rpdJzX2PUcw1Nl9AAFc4BBzT/WfS8EdR/Yhz/Y5BVjJEwx7qs/VrYMe0pMe6HO3wMpepizmCcIBkmSfCSfQh4Lq8azeVZQgDSiIYgSSYFcB+aRExfiFmM9Mm3IKXzftR2OZojHfYmJz5NxXWiIfGc2KeuEwF2A+h7MgaL7BBD30s+JZcJeDO4CzJJmXGOEiHUkBx1jXgEZiLqUlwAkBGtvzS5SXBgT+hGeY0mhiNiGCCYP2N5RpU5+AphzOkusxJXyCOJKyAydicELZOAsMJVVXUPEzjjSc47996x9iNBplBfQ/ZuHd8l4CzLvp8v/zl0DLpaxQYwHmzM6ty3Bj7wTDRQmD3hl2+ISDOBzXdntYxB6OjhvFu8l2yJWn8nF8hhs7J3g8bGAhd3j9SoQXdg7ww4MdROqUcyvvxnd9MB+YPm8NcvXuJUCpHqJdn2H/aAM8PmWvlWfTFdYxn7/8Tb0Um50J5pEnBF+b/Uo6jv/Y1iO8OtzCo+MNwyoFqy0K+OR8EtwTD8/+y4fof+oSDn56zWGqKr0sU/kmuX6CvfYYtxonWKQeXh9sYjiuIE1olqXtPLvY68ZNQoTQHWjH1rPz5BDaIlfKOmMXV/5jint/hgAKLOfHZpEwflr+6wDO2mdqgKfSgBHK4ZcS7LVGuFnvYRSX8HpvE5NpWR/6CeBcJmI7X3HR/p1HePVvX0bajU6Nq19p8oycj+3dx/GyhlcfbwuQYJXlBgm2WhP0JlUsp6ewJVrj9WxTvfx/jtrGAtUgEhTWa7QmtVd80AgYv2SYYNUcuL13jHEU4PC4CTDBsnZj5wT7o4YATkB2PObng33dyjuoRnjf9gG+/3gXyfJs4OKVYzy/e4RXD7YQzRX16dnjny2WePg//9K53k0Xppf+5je/ic997nP6/9/9u38XAPBX/spfwS/90i/hP/yH/wAA+NCHPpRJ91//63/FZz/7WQDAr//6r+Nv/+2/jc9//vOglOLP//k/j3/+z/+5jttsNvGf/tN/wt/6W38LH/nIR9DtdvEP/sE/eCIKT7XGIGXGRyInjIrnJ8w/Mg7xjIv0iThfgs5j0NkSZDwFny8Mk1pec6MAjgVySCkAqdXANuqItqpYdlxEdSpAjmMEOp0Tz41/G9Hn7PJVfBBrPZHCGpSs7wIkNkAK8rgW21+BJkJAYg6RrE9CoBXXAMIIkHJwEF2Iop8Wg5mY91EqNDyEAxwEBFz4WyiBipBcg7NjW/9UJmEqLSAEYy3sWwBFtnfFDwTQlMdwpPmiBUIVPbW+Zj/PIgCUBzVSG6Lj5oFQPk3umtZ2MZa9tw5M2ddVmfY9VUacZNMrU7WUFYIcYdrEpGkEydwXu/5WGgUwZaChGFCcUmQIB2ztjtLA6H4HSJplYtJU6JKuXYML+Vw4JaCxfbgnkcBDZOLEXIIbY56mKNAJM4BIf9QQUpuk8l2prtMkJ/cA2lzNCUmxn01CQCMTD4DeXHBCrLKsyd/uDBk2R72BkAJOZMzO7PxIwuFE1jzSAInDXUrzN9mf+j3FOLxpYnxz5JxUGxDeJNabFu+W8G57L+lQ1MUFAj1PCR4Pmri1eYLRpIL0NPpoTsBT4FGviRd2DzGclk8/swOr5amQRhQPehu41hngjdADixxECw93h23c3Ozhtcfb4mR3WxtCrI81LtX3cupj4iXotKfonRSctl4kAJ4Gcuw0MrDYwdFJA532FM7GHKNRBTyVQCKlGAxq+Hp8HT+2+wA1P8Sdg00kkSMAUdaBLddPF5gTUghUQjchQLL0cP+gjce9JtrNGZ5rH8Hrpnhj1MXRqCYoeJl4kRcKiPmXpN0vKr5rJebAqR2nFwUANqOe3ASFftdbZagyL/A8zgWMCvpWARzqclSqS1xvDbBbHmF/0cTvPr6GxTwAS8l6Ku+3ISigShyO9sYMH9p8hJcH2zjoNTPgChCbAN3GDMej2tmmZCo8Qb1LtQjN8hL7J83TTcPWXO+0pyCE49g6GLTbmmAa+ZhPg8I0K6ZkBRpI4jJc6/TxYNxCkqeTttPK9IRy7LQmOJrVxOGp5wlFgOuMcGGg89nPfvZUFrHzKIja7bbeJVsXPvjBD+JrX/vaRatXXCcpKGkBjANa/CYAUg7iGAFZgQ7KOEjI4Cxi0FkIMpmDz+ZgYSiIBtYJAnktTqUCbNQRd+sIOwHCJkVSEjvMzPKhsQc8SWHMa4DswmIDFPt5G/lRrE9K7lamaUqYU5vuxBIsYXabaWruCU2KKUsLb3KxYy7RDHSinCxQVFopzkW/EyqBkhKsKAFnAMnP1SKhHjD+BOq/0jKoQ/KUpoECnFlx88BDCeEZzYmMY4MdO70d19bOAAJwrNC5WHEzjRAvIk4lMUU+L6W9scFOXpOTv54HQqoNReXbdctfKwgatNjaM5pLY6XVhBE5fzgzjqyXp21+JsvhhJoxbj0L4ZcFM25Vfit+aBZAkkEdiJsBOnY+ROYDiLFtmXSKumElT7tsc8GsH/oMKgVYrA0KGwAZbaxFI62uneb3rTQ0GjDZwg2yAAYF79yMFjTbhndbeDe+lzJBrf95wV5/C/rowbKMzdYEh4cbZwp2ydLDo0kT1zoD3Ak3xbkUT2DvHs19nJQr2GmP8fhoA2AEw2EVjVKIve4QDw9bq2BFtaGwnQTTYQVue4pma4bRoKqF+0y8fDqVZ1ETCkARTyh6vRqaG3N02lP0B1UwpblJhWne70bX8cLuIT569T6+s38Jy7m/Xmg+j5lePlj9zbnIg0iChKPjBk4GdVSrS9xo9fG+1gGOlzXcHbYxmZZXtTyqDmt9JfJlX6x+wtSW6N+FbKKy79YL0adcK7xnbd6Q7HXicPhBgs3GFNcbPTiE4+6kjdePbiMKXTHmLqDBWSnzjOi2SaPjMVzf7uFqdYBvHlzBeFzOakkJR7kWYqO6wGG/cfY5VmsLld+nzAWvHGOzMcV+rwkWnWLGWFA+IUC5FuJyfYgf7O8KoEaElqoehHjroKtN8DLjLq/lLKo6Ff49LmXoD08hILCeeakaoeaHeG1/C+f2oXoC350LA513XVAveimwE3Ch2SlYMG2zEJIwqcWJQKYS4CyWwkytCODkFgWtxanXwToNRO0ywrZw5lenrwPInGiuwIkSyNQOsr4uHZVtczbbtGclKGCiqmuBI55Ca2u4QwTYgyiDW4IsI5ajMxECI5WaHK0FkwskgXHOVgKkFrJs4U1mJtd9AXaUWogDK5S2SmiWh4PyvGtZXvOhQAzlcocuywxGAK15KMzDNm+zd+zXgK+89qOw7vlrjOkzcVbuEbJKgFCksTmtTvZ9BRaY7MMcyUAeDK2cdaPiOhBma85qewvTSJ+r7DUL5MBaqzTIsRjkJBkGycQz34b9zwAXwACZTDwne09rhFzrugV07DNy9Le8p+qj6qbmrJ5n1rdtSmoaDT2nAQWCeJZFjRff12ktwGTPT5taWtenSFOZrxKB1hgpU9Kn4Q8h2ACH5L5z6zpnBIf9Bp7dPcKgUjn9EFFOwMHRH1TRqcywsTETJm84RVAuyENpJIbDKurbAzSbc4wGVYARPDzZwPN7h9jYmGHYr63mbYMPnadpy3BQxdbmGNXmAtOhohjN9UM+n3VVX1dOSjEaVFFpLLHVHeN4UBfaMNm+JHTx/Yd72OmM8BNX3sJ3T/bQG9SA5BQ6XDsUCX7r3seyTAV4wAlYLBjp/mCyh1eCLWw1p3j/5j68LYaHsw08HjewWPgSpEI7jKu81paTAw0XErqXFJxyTWSy0i73nGvDaUUWARx55pDrpWjV57jaGKDlz3G8rOH7x7sG/ElQ80QanDO0AHmwBSLOgvng7mMwTvA7D27oA0dVHYjD0WzOEXgJDk6aZzOfAetBaP56rj5OkGKnPcbBoC4O4D21MdnMCBFmdc90T3Cn3xUaFE7gBgkuNUe412utP1RX188CPAV5X2sO8Orx1rm0TNQV9NOPRgKwXfh5vpManXdd4MgKcpSAKDM2ntXqAABJOGjCQOeROMV+vjjdTC0XFGU0qZSBZh1xt4Zow0dcc5CUCFJ5Jg4AbYOvfQJsQGMLNHKdIik0I5Re6+z/6iOvcSrTqLqp+JBlSLAjKw4kYmLre3qSEe1vwykH50QCGllJtXAnBuyIa8Tqf/W+shZnTwhf2t9CmrNxKIIBavxTVKDKTIJrEMKJMJlbq72Q2h3btK1Q06PSZxz0C4BKJhBLkFTlFQiVBQBICNPU3F8HYlaKtMBL3h/MvmaDKEUXXVAOV0yAtskZUOj/ZIOcFTM1u35F7bWoqpV/nKgbjJ+N/oYGPIrNzz7bSfwviCvHb+a/BXxskKPOj9LABip/6xsG7CiBK0PvruamLXvkhFWaIqOx1T5yNgjSoMQCMfl5DZM+D6KU5odwbsoGtMma3uix81LP1tYkQc0nrt7zT8M7GYoEeJ77rUE2AYsc7I8buNIZ4s2we7qWhosDQO/3W3h28xiTWUmY01xE8JWDhiUUj042cHP7BIvQQzT3hXP/URcv7BzglcjDchoIsFMU8qCHAzyhOO7VsdUdI61TLMalYpCDgt/nDVys/bNRCUlCsdMe42RcRTjz5WtJgI3HRxsYLwN8aPsRTiozbcpWJFAXdl3edM8qv7DetiaCiP/RwsPDRQuPTzZQroTYaUzw0V3B0Pd41sTBpI7JuAxC+HrztifRIqy0BeAuF+bAF9Hc6HtrGr0G3FCHw/MTbNTmuFQboeUvMIpLeDDZwPcme5Y5n9VnOROoH7XdK/uRUqPUaU3xUvcx7oy7eHDcWgEx1GPotKZIUnqqr8xqgVgPduw4VqAew3Z7jJNJVczj8wb12ncZbmz1cDivCYY4LqikL3WHOJrWjL/dumDLl/lAOa50hzic1wUxw9o8xJgiBGg252AgmE5K7yjIAYqr/N4KBEirHu5/qQ5WdlcE0PlOgMefqYBwgEYp3GkEpz8D7Y3FWTjLpTRVY5m0xHNBcueiEMcB3Whi8GdfRHJrF9GlJpZbAaKGg9QH5jsEvU9Ivwm1FsgBP73GMH5fDLXTa5u5RB+aYrnFVgSeNCBof/JAMLIBGQfr5VaK8o+faJIDwFBJz27GmDwXG9ID+WEeweBjMeY7BNzNConhBsXJF5eIayRzuCKngllt/5MO0sA6E0W2bXjbw8kHBLuXuq7iHH6shMnlQPx3jfDLSg4OPt0ErZazQjEhSGoejj5WN0KzFkYJFpdqGHygCeUrIjQK4v7oxQ0sLtd13+nDLV2K3kfaSJolfV2Vxcoeeh/tgHur6uF4q4bxi21ZB2LAByWY39zA8krT+GmpVd2hGL3URdqqCFY4S9vBKgGGH+4atjgLmMdbdUzf1zb5WeXNbrUQ7jVWwQ2lGH6wI6iiLbDIHdGu4Qfbgm49365uBZNnmoANXqQp2ux6HYs9i/2NivzgCKa5pBHoewJwWG1XAEaZkAGY7QXov69kARYDXAbPBZjuucbEzBFpU5/i+CXh32ZTSHMCRDWC3gcJUkkuwByVDlh2CMa3DAhSZ+qAALOrDMtNIdVr8gJZj/nVBEmVa+CjNiGYx7G8HGmNqa3ViWscy+00a1Ym53PY4YiasKjqobW0s0tAUiF6nqs0zAUmV2lWOytDVKcYX3El8FJIRcRbdB3Mtz2jfbLWj+llH0nZNSBHskpyh2B8swzmq13vi76BnoYLBesdcB5TI86B8VjQv9fq5zu8cznzcTCr40p3aM7WKbCvPyukkYOHwyaudIag8iydaOHhjX4XtzdPis/X0SCt4DqRvjS9Blq1OYJaiLXhR5FjOQBGEE4DHMiDRWsbC2FGrcACI5iOyvjde9dBCccnrr8lzr6RrGzr9pxE3U4RtM9Tb27O4FHU1LNRGW882sTX3ryFb+5fAQPBS9uP8PnnXsVL1x5id3uIUi2EE6SgrmFvW6GtXtk1wer9fNxSWiwZ2hs+RX1wRhmEAMQRtMxuKUazNcOtS8f41M038JNX38Sl2giPpk187d5N/N6rN3B41ES08HS/cAlaLwRq8vU5Ja2eS5TDKyV47tIhXuwc4JsHV3D/oC3MxCzg6wYJdrojzENfaDTPC3LOVe/sX+ql2OqMMZyVsZgEZ/dBfm5Tjp3uCABw1DN+OZ3WFHHqCB+2ouXgHH1NKEe9sUDVi3AofX7WvjZkvRSd9IPehtisuUi44LoF/AnR6JCYofpIaA6MeQkHOOBNU9QeUEE0MA9BZgsBbhZLEYex1d15AGBM230Th4L4PkilDN7ZAHMJlpuBEMw8c/6FOwWCfVeDHJKKQcIdAm9CQSOSfeHJ3/GgBG+ZG3BcOEo/vttFEBMtyKhx6cwp+o+bKCvZR/nWAHDGDkhqSBBsh2r32IOjHKm5EfhIykEOA113DuOfQxPAmyhBWtVPaIGcUCTQ9XOI7k8ayt1uh2izQV3/kGf6XflZMY8irguAop2zKQeYOEclqlmHUgIaTMQVAieiWQ2FNHGL6gTcszRHChR4DqI6kUAh63WeehRxhWbiq99x1YFra1oADUDCJkHFpchAJ0IAl4pzXigVDvpWmqTqYtl0ULPNzGSZy7aDYAwEuTcxJwSzHYrKoQtnEmbqyQIXkysUjTsuECVGM+YQRBsuJlcc1O/IvpPlcUIw3XXgLoHSAcm8CDklGDxP4M1duJNI192QQlhnHlkAKq4K+nbbZ0cBpLANsDFB9RCZRZ87wHI3RWWfCnYyWT4ApAEQX4rA7vnCZct6J8Z1jmQvBH9QyvkLAWR3iXjswx+5RugEAAp0Lw/RX7QFgxqB7qvUB65dPcH+wa4xYZNyXrKRorU3QrjfMfNZ5hlvRyAzF6WeAhIQ45gAeH6KeFmHN80OtzQAli8uUDkogcaGNIAwAeAmt1I07svyrc1UBY6q+yYvNWd6HyTofNdBYyKpkgnAQcB8B72XCKoHjmFkexre+WCPu9OC1NI87G/g1uYJXpkHxhRrTXxw4LhfR/vSoTY9u5BPg9pJB8diGqDvl7HXGeHR0QZ4SjEZl3EcRLi5fYI7+5urgrD93363qSUycnDYb2CnPcYxJ4hmfnFfqGtPCno4kC5dHBw30W7NUOpM0R9WjbkOJ0iWHl5+uINOa4qP7TzA3VobD45bSCIH5LSC88LXk2oYpMkhACAlYMzBLC7hjUkJbzld+EGMVm2O7coEz2+Ic58GURlH8zrGywDLpYc0cbI+TzntR5FbZ74dHDD9fE7BkuTjE4BIzYjrpqiWQ7QrC2yWpqi6EULm4GhRx/ePdzGdB6Le0u+GODwDKi7cn3adM9q2grZYAI04HM3GHC9tPcbxsobfuXcDcejCpo4mlKNSD9GuznE4rAumsNPqZ431zLXCeq/eIy7DVneMeegL5sMLgBwlvzWbc2yWZ/jh4x3Rx4SjWl+iWVrircNOpn2Fea1R7xMCuH6KG60+Xj/pZn2GCk0dRP9tt8foLSqILqKZKsr3nOHC9NLvlqAoPD/34f8bXDd3eCMxgjeJU5AwBlmE4Isl+HwBxLHQ4NihyGOeEnHwZ7kEUq+BNatINkqIay7SgCL1hASkCQcUE5TcHRansSPD9KZ2oHUcuYPCc9+tVwW99PiG9PmBuK58fjJyuRS0lFmc3k3O7SoTLq+lXOel4qj+olIu0hTUKh3jGcdp9V/R3apdZs3mJIkONFjhMD5SnMNZJsB3X4OzvYn4SlcvALb/gBL4VJp8MOBJmqqpT15PbfdV3lQLMIxtaiUvmjL5e3kTtKI0jANHPWCzbRjRTss7f82mci6qW5HfjWqfbZ5W4HNjhxXTNMBoo2R53KVQFOGGlh3wHpwgPTwGXnoWackFHBsAIfvbonlXB3tm6uGKa2a8k8y8EAeAWnNOttdmX9OaGSLuMdfMM5WHvTZz14x/ZRKqiELUPNt4nYGkwPAZqsc5YOYgSdTYVw1BjlWNa6poGtvz0swNAJIV0ZiZGR8eLspQvjm25lnmvzLPKIRfnppD3OTFCQFNROZJssB//fb/4489vfS7KazQS6tw1pvYnqYOw/bWCA7heHy4cfpOtxyQpVqE57aO8MP9bWP68gQCJHE4Lm8PMIs8DPri0DXiMtzcPcEi9jD6rR1wB5g9t4ayN99OWQWvHGOrNcHRoC4Zq3LxlfDuWvPiSfAEEcJWtblAo7zE8aCeYXwiBADlCMox3rd9gIob4w+OdjGdlsBTAnrs47lffYT+T1zCwU/H2bzzwt3bEZSASKzf0uQrKMVoVhbolOfoBDP4NMEi9TCOyhiGZUxCH8vIQxw7YIxaJm/27tFqkTx0sPcVisc/zUCCNRse+tXDQaj4dtwUvp+g4seoByFawRx1NwQlHJMkQG9ZRX9exmwRIIldwZhmge5zmeKd97mfIQzvfMVD+7cf4dX/6yXwrRBekODmZg+75TG+c7yH4aiaITwABOhoNubw3RQnw1rG32ttsKtBCq4V1t2U1+1MEMYuJsPK6bTyQKbNhACVlwMwD3j+i6/jlaNtcYgqAK+U4MZmD3dP2qebrOVNBO2iiFiHru/2sExc7EuiktMQBSFAub7EtfYAr+1vZfvvvCaICowvl3jwN//Xd4Ze+t0W6GQJSnMMVoBwBk9SIIrBwxAsjMCjCEizk5rbQgO1aYqoIBzwPZBSCTzwhZYhZvCmCdy52anW5jrEmMsAQmhTJjl6h1kJZDCAR9fFcuQu9WMwhyAN/IwjdhHQsQUvfZK7AgtS4KKKhtZygFbAgiQSIDFofxotcMESpBQQSQWYyAhcyvSPGu2NplNWQp0FEkiYgHEGHkZwx7kTvm0a5ry2zZ5lSuNWcI8UpbPBwjrQYfv25JnO7HNuTsvDqjtLEtBFaM7DWVfWRYJdrkxL7HtrgiYByMUh9rV8+rxfUF4rFkbgaQpnvACJPD0PM8DLSqM0d1ya5gm/NS7njmUWKeubmR+uNGdziB7nNg01c616KfCTm1+2r46KJ35Y88p69xEOlI9iYbJW9bNsajKd+G9oo/MHeFKpiTGEBNxQqefGKU14Lk9uAAsg5zDXoHMFeKu5lp97MOltJkHKTj9f4ml48lC658MJLNpn9RjywtCaKdt/ECDqpvB7DmhICuW6jPxAAnyvUwEIUDpxMqD8IoET4PD+jik7EhW8f+8yoq0EnREHjYA08NfnX9g2H0eVCpIaQ9B3QBMr3tsdCJCQAMcVjqTG4I8oaJjraFLCD16pIW4xkI0IOAngjwmCAQGSFMEgRemtrD9CHuMUKXqetM/tuquQAuiTJnoEwn/WA1Kfg1UYEKRwfAZKGbjUBPKlAxJRkIiAxsRaj1RB4ovGBMEgRPlBgNR3s2WrzSIHYD4H8xlQYqB+CpJSzOcBpuMyDkMHZElBlxROpDZwBLAhADyrvKI+vEjfnJWmSH4OBjGQpKg8oljGJUQ7EV5+aw93jq6BhkQfH6R9Fx0g2mAYHQfwRxQeA/wfdXwWgSCrznGDodfrwB9SlHIbsCtZ5dtIgMqhOPj+u9+8BX9MEUiQGHZT3Hl4BZ669iSBAEmF4835NvxjF0GsXpqn1NEB5psOXnurDm9C4ekNtos/xzQ6f8Xf80AnfeMuCDlFPXYBhRbPK3liAMslMBqLC4SuNWG1A3kbThvnjMMB0HbOcUqy0kblG/CE5f7Ieag65a+tRORIj4+Bk5Mfucw/toFzsOn0j7oW71yQ8yt9/c31cVa4xc0cWvN+PyWrt2sXlaJQi5u/xpmeE52iufiEc48zDkKJztv+fe481l2/QF1SHp8d6Wl4onDtf3sDLj3jfJuzwhlsem9bmvPmQ4nYLOQcXXqOd9M7Wb+LlAecWiZxqCEj4gw8ilH53Tu48c0/5iKUfdSFvUnFuaFcX9fuJMH1765p31n5vhtYG5MEPE1x+f/9qjgGhJCz6/5HMTZ/lPJYKjcXV62R3rY1ALhYXm9T2QmL8MY54/4xn6VvQ9C8xu90GYDgbD5H9B8db1h5/Qmwo39vWlea8F5vH3B6G885b85VzNs4ty5e9ts7F+22/JG160/C2PyjClH4ZNv775qQnB3lXRIKn1KarliA/HENTzzKzmjfe2L0RjGA+L3Rlj9JgZ/f2uC9z7r2NDwNT8PT8DQ8DU/D0/A0PA1Pw5+48J7X6NBqBZT4IL6PdDS+0NYocRyt0iS+D3gu4LoglCK+vg33eAyyCLN+CZ6LeKcJ7/Eg6ydBCFi9jKRRgncwWvFliLfqoFEKZ7SQFSc63fJSHf4gBFnE2qeB9ifgJR/zZzsoHcwzh51yQsBKLsJOgPL+LOOUDwrEG8IB1u8tjE2+rMfiUg3+wPKLUc7mvov5lRoq9ycgyzjjJ8OrJYTdMkp3+8IXx7LzTzebSEsu/Ac9EZlxfT+6uQ2vPwcZTrJ+N46D+GoX9FuvgLguaL1m1Oz1KqIrLQQvP1pRM/NLm+CeA3r3QF4wZkPJM5fh9qbAcT97vozrInrhMoLXDgQRhaVWJY0aoqtdeC/fF4eI2mF3E6zig955IJ+j2TNInr9qyrLHm+sifvEq/DuH4LOZ6I7ZArRcAmnUEd7ehv8Hd1d30Xa3kDbLcF65Z67J8pL3XYU7XAD7x1kzKc/H8sPXUH75AHw6y2RHGjXM37eD8u/fk7tZ0H3Cd7cQbVcRfOetbB0IQfT+a3AnIei9g0x7ietg+pGrqL4xAPqjTDI+mYItFnC6XRDXMmWhFKzbxPxqHbXv7Yv+tSi1l7e3QFKO4F4vm59DMfngFsr7S7gnE103AOBlH+NnG6jfmYKGceZe3K1gthOg+ep4RUux2KuBuwTlh6afFNXy5FYd5eMI7jDM3GMlF+ObFdTfWsDbHwAAWKMi2P8aAWaXSmi8OhJzz/J5CS83Edcc1F6W7bJ8aGbv20TQC+HtDzM+XtxzMf7gJhqvDEHG1rNkDLxaxuTFLhrffmyepZp7lzcRNwME33+wYioQvXjFPEuVRpo4zD96HdVXj8EHI3AeAQM8De9AmH/iGdBqGc6Sr4zJPFnRWT663CGIqxTenJlzyc4IzKdISgTelK36LBaE0+rBPIq0RODOGErHC3BKEHZLiOoOvDkDjdhKXucJnABpiYJTAnee/qEpwDgR/ZMGBO6cZd6v7jKF94P7wHYX82sNxFWKpEThTxmcJcsyu77bgvLpTBhK94cIrwgW2XekqHOM67enIOELHVcdJAFBME5BI47KvRFw1EP84lUkJXOsA/NI4XMvqvPbNR4V22hSpqJcm3AJp/t85dsa1ygIA9w5g99fgjCO+aUKmEvgzdi5x+U6To20RJH6BP4km9dpzzOpOoKFd7Eqf59GimdfV7+ZR4X/+nQO/Na5mvInAOjU6yAJgDQF8axzdJQAqgS23H/iUJBSAFIug9cq4NUS0ooH7lAwjyLacOG0/AwjkziXBYgrFN5WoMkImDy7g3lAEhC410uaiECxQ6Ul8RSdqKbjKxrcuA7Q2DcHhlKg9VodSUBx8iECb9LU7VXO08wTjmLepIk8ZW5S4qAp4MyFI6VNQBDXONy5B2dZ1WxsKl1cA4JrLUHTLZ0YSSrLKhOU9nYstjWApBxxVbDClbb3dFmEizjLDQfelg930UCGLYoQpCWCquOAbnWxvNnVZAdpQBFuuCBsT3Yc15MgbnjglCDwL8lOUIsFR9gJwEoO3GZFdpQQ7DgBoqYL50oXJLTOD2AADxxETQ/OlZ0Vh+1ko4Q0cBBcvySEUXl4JjhHUvcAWodT9jMgUixCLpzdNkjcBEkY6OMjYKeLtBogrrnwLm2ZcqSgmzTLiGsuytf2suAZQNgOwAIHXu6sH+45WLZcuFc6oAszPuAQsMDFouMguLptAKaiq94sY9l24N28ZBYtKogAJlcDeHMPleAyNM04JYBDML7uAmjB79YyZxsF93rgjw+QPHsJSdnRZ+twAoQtB9M9CmDXyk8s+ONrDsCA6s6uaZO8P3iBoHxYhTcRjtXqnJ20RDC5yTC52gSNTH6inzjCzRTjGxs6LzVultsM3OUIjpp6HhB5yOfiZgT3OIA3LRlyAw5wD1heCzG8W0X75TJIyjG66YAwICkDy50U00tt4+wLgCQcyy5BWuZYdLYENXvMNU376DZBqeeiclTWhAWEA8whGDxHkQYt+OOmdlYijCOuUIxuOnCWO6AxM8yGAGY7PsImQSe6ZMa8TDe8FSAYe6g5e7rNYhyLZ+mEHXjNKniyfAp03qHw8H9iaF8aYTItI1nIV7GcB+eyo7EFLodhd6eHWeLi5Li+ni7WSkv9GM/sHeHxuIHJoGLSqDrYgZt0K3EIQNwEe1tDjEIfg//WBvOA2YtLdLtDVEtLvLnfBdMMS/m8T/dCpkGMTnuKk3kJy3Fg0v8oUjKT6V2GQilLtqnWXKDix+iPK5IJjsA9KeHZuxX0PtTC0ZcieEGI690+9qoj3J208bjfRLzMHnKZafd5n+9pIf+Mip7ZaWFtXFmxyMG1/72NB19ywBpJYZRT87bj5OPb99XvHwXwFI5JdW4PQ6UW4pnOMWpeiFf623g8EpTi2/+xjfZvL3D350pINiMQh6NSC1EvLzGYVBDO/Ow8OqvdReMoP0bz9xSLnsfQ6UyxjF1Mh2UgJRdfByST4M1OD68ebCGae6i9XAcnwOYXHqE3rmE+KhfnyXP5xRQkIeCl1FwDQP0Ut/cOcDSt4XG/uto/Bc/CLSe4tbOPN486iOcWdfy6tp22Hjgcrc4I03mA8ARPgY4KbDYDTYigi17nXKwCoYIVzHUFZXStCl4tg1V8pIEjWZ3E0/NHiWaIAiVm3qYQqBkwAomQ0SXzCBcMZpwDjEjKSIhdPfk78wLjgDdF5nR3m5HJG4uLNjsUqKzHhFiTQAmKXNQjIZpJTTNUEcCdCfYe5kGe82PueROZh0cE+5MUMEkKeFMO5gAUhgmLOEKQcyJ55g4X5RNGQCjgy51ETgX9s2b94kDQi8HTVAvFSuNAY47KUaTjEvUIKeDNEsH4BiGAE0AIbyAIeqHYiXflOTVq54oDlUdSs6UOuOQcoBwkTlE+mIv8MvTMBM44gqOuK/rlFAAhCI7mGYCjQRCA8iOzIy9OoAdAKUjCUHkwMaAI0L/dSQh3IjWHKk/5rfLjiu5ZjwOOxmsTc03XhYBGKTZek+kk25sS+oNBiGAAMPswUclu1nxjIceQAW4qdL4vNIDcNc8wQ5suz0BSD41TsSPUep1lmNHUOK49TA0LmgJA8n7zdTGO1PhTaUgCNO5QsVFgrWycAv6IwJu6Zp5A5QkEJ1TnBSX3SJmsfFcszArgqOAsgcprgWFXsx6bNwO8150cdbt8/kcGmIMCqU90HhuvsSwDkior5uj+QapZ1jghUJTt3pRh6/dT/QzttLXHIWqPVWOzmbZfWWRp2lUzUoat/zHG0/DOB86B2SLARmOOXiIPHLTAQzZywbVcXkf9Bm7tHGNW97GcBuasnIKzLACAJxT3em28b/sAP4x2sjSzeWFjRWBT33K9TQkO+g3c2O7hYbMNZyHS9Po1+Jspbu8e442DTaQRXc0LfD3AIwBbuDg5bmB7e4i5lwia3fR0cHSm8ExkJILVfNQSllJMBhUsyzHajTnSGsVgXAGn9uICxKGLO/ubeFhu4kanj89cfwP3py3c77cQFQEerEzHs8PKcyxqT1E71zzDdX1nC99MPZcipALz0ij6TazyiupmX6Pn6IwzaI4zQVJv12sLPNc9QtWJ8OpwC98f7CGJHT3GNNOtwxFUI3QaMywiD0e9BlhMV/u5qB0ZgFDQjjVjS/crEeBhqzPGdBlgNiqLctX7JicPrguEclQaSzzbPcKrx1uIl64QZSgQNTmG8zIW00DWpyDD/CWfgQfZZ0ocjktbQ0RMHDAKQDw7+znn1hrqMlzd6qM3ryJZetny1/Xnuj4jHKVaBEI4ktAVBzGeM7zngQ5fRuDEw6mevbYWp1wWB39WSmCVAKwstDhw1FksMgsQLbBxtUBTtTioe9ACiaFzVgKnAD2EEjAbpBABHNQhmJLbV9YT+hpJASLP+FD/9ZkisMZb3guLQKNwYk0knYabfBTA0bvf8lR4AYSIpIvkkgJYZM+sfKAFMm71g8hMD3ci81IaItlP2TNViAYwegG1d4RcVS8BVjKPl5i3pwErFr2x2uVOTZkkVelkcElW8+GYdHY5+rBUpqppjpizz4QhCgRRDjhU0osXxwUhWkjOXFd9YoNfBWhSCdqoAVvZM3WwEjStM82Wrc0QKQWHqnc+LdFARaTL9gtggR6bPt0COJqymQgNhq2pUWVounU5tzJU7VLTqcrQbSLirByhGZFVUsDFjivzJkpjI4dN5r0gNxBWO4+vULSuyCT2cFH35ffKmVTc5GnTvOu+VuuJiltkdqQu2XTx9j3OzcG0qp56zvJV2umn4R0J8cJDUopQroaYj085DPAcwk4aOXjruIPLnSHuRW1xRsUpYIBzIJx7uDts4/bWCV55vG3OtTgN5GQyMYIQixzcO2qDuBzEE9dZQrF/3MSV7QGubfdw96BjhMii9pnlWuYPwOHgjODwuIluZwKnPcVwUD39JPqz+uu0+/a7hRPEcx9HoYtSNcJ2e4zHM8+sp/JdxDmwmAZ4eb6DN8sdXG0P8JNX38T+ooG7/TYWc1+AM5km9/o5O2R2Iy4IDOx0nGTvn5KXMBFaA2byZaz7XVT+ebmE82kL8tavNQkaHJeh1Zzh9sYJAifBa8NNHA/qBuBY6QmHMKHuxNioLUS80F09TDcDZs5f5dPbI77cUoLt9hiDWbl4/p85joXmqlQL8Wz3CK/3NgWg4eJsq7jO4Y0JRuoMnotoQW2QQ4CNjRkawRKvPN5eOV+osGoyDSUc/aJDitW71Z5vJHfPCtRlaFYXOBnWLtyW9zzQEVLvGpCjtDtU+OCQShmkXBJaHN8FK7mms5UgqbJRu8jyVHPuWOfD6PHBtfBn7Hblxz7TxlrkOTfPXpmt2GkIzc07CXT0AYkyXgZomeyzh2HaA83+VrcVsEmt3yqejCsEdJ49t0QKbWYnXCaSZYsDPCEFNPmioNkK5LUBdh9ywBxOKbVBIhuZRmrMtJUXzAGxyjzH7OqYNPq/tQDrNZnaD98CEEWBmrpwkJUDSdU1QgiQJFrLlzmY0x6ya67rawo0KY2PA/07vxHGHbpWgDVAZbXvuUNysk8O3ECBDVL8DiPQIOdcAIfmy7GuSwDEJfBQh4Ry67pIa8rWmwnm0WstpzbRVGBHbzBY1VdAhltjIgNMrP9pXi4xZ+joeMzkZV+zTc9EI5DZYFH5qY0IAUKJ9H3LgRN9DkT2Yah1KVNH5Ttnp3sa3tnAxeF6k2kZ7Y0pwqW/qvGwhYCzsuNAvHSxTFzstMd4fLRhhGurTB2IABDDYRW1IMKVzQHuH7TB1gGIdUb7SqvDgSR0URsQzC4xlGohltMALKF4cNTC9Z0erm73cf+wXQx2CsuEnnc8pjg5qWOjNcPW5hjHvTqYtUN/akjVGnmOuCpYfc9TisUkQLjwpFmR3ICjXB5kKtfJlGA58/H6Ygt3gzZ2W2N8fO8eJkmANwYdjCcVsJRcXOg8tZ4FC+46EJF/hsr0iKzec+cpaOgjraXZNKeFIu3hWeDmIqBHaZssgEMcDj9IsN2c4EajhzB18fpgE8NxBWlCdRvt1zb1GFJf/pm6OCKN4mdSVK3zzsmYCtPIoniEw6/E2N6Y4GhUE2Zy9gbueYIEIEE1wvNbh7jT72ImwRJxGHa6IxweBCidPOF4k89MAanrG328fLgDFjln50U4/EqE3foErx1sijVlHXgEigGO9ZtQjlp9iekyEJsxF2zLex/orAtKi+O5IEEgtDjVMljZB/eczOGcQk6XCxqRwrUCE/K8CwVcVNACv9we5kD2AVrAQAk4WkCTJmU6rqoyhzCPyoEJ5NYUO/4KKAKRZj/GTEhXywZLMl+aA022gKnagZToHWYFiDixFiPVeIXiiEpKwInZudYHPdqCGVVmRVnAoN5/UBo0e1IoQS7XhdzylzA3ZV+oHWyCzCGYugwVnQjgZC6cAXqArAaIUijTOA4KQoRGB47sH0qF9sj+b5dDuAYwRO/OWSAH0N+2yZ9ovxRIJHhYWbDtdHabbGBiBZ4HNXZZVNRfAyWiDvw0+RitjJVOjo8M8FFdkDFjU/NQgEQbMGlNj9ycWNlstNyZMu9fbvKw51YGdFKAJLKKzP6Yw3ZFRAuwcPPJACZL22I2QuSLXN8zk1gAKG7lJwGU0ghx61ttzKjDRNWhrip/zjPgX2lxdJlPwzsf5ENPI4rJvIRGfY5hv5bFpfY8PS3Ih8kZwWGviVs7x2g252Yn97SkKcHjkw08u3cofGFO6tk06wCOXbaMxzmk2TTFldYQ93kL4cwHTyjuHnRwc/dEgB0FqM4SWHJt5wnFsF9DpbHEzuYIh/0G0qV7dh8xAjhPOK7VOsAJWOzAHTsAY0jKwPbmCMNpBeHCy2hswAmiuY/7YRuPek10mjM81z5GsJng7qSNw1Ed4VKCJqsPzpx6RZqYi2hG8mnUu1OZj9mmjbTg+jrtzmlAi/DiNHZ+56myBW5AxA5/tRLiRquPzdIUh8s6vnVwGfNZCSwR/Wr3JyEAcRmqtSUapRBLrwQwBrqgSCsF4L5IGOen3M+H/IaRJbRXGktsVBbY7zWRLJ9MDFcg533bB3hr0MFUm71xbHYmIACCPj3f+rGSuXlmjp/i9uYJ3uh3xVxmpPhZWsHxGa53+7g/3NC+bdn8cXq9ctHdUgzfTdHrl4vnwBnhFN3veygQCjiO+FYfSkBKAejOFpLnr4I3quCVANx3wTxHMD9tBYg2/NycFZNsetlH6udteIQZ1mxXSFI2WCEciKoU8y1qBCkrLNsEUUM+wNzubtgBmG+BCynMMAdYdnlGi6LSpQFH1GQZIUoJjEmVI26YnQa1U84pELYY0pJpMHMEeGGuKIu5Euy4Jr+0BCy7BMyHMS+i4nfUIFi2icyfaCEWBJh3KeIK1QDH3tmf7XggrlwAlABLRP+GGw6YQ+QOPtHpkoqDpCpAKnOkYE3EJ665YD7VArIGr4QganqyDkSCCCJIJ1yKuOELwOOoHTzxnZZcJFVPm9YpJ3sQgqTugwX2adLyHhX5qXJAAbguuCP8v5KGIIfgDjVpOAfzHaRlLwuqZBvSiou05Jp6qD5xCJKanwUaLtVALqm4pl9VfaDYkxxRN6r6V3zSwBHmDKqPiFWPEjV9LrU2uk/k2OOOGQPcEc8yKVE99jRgoUBSkuOJmvGp75WJ8AUiQBpI8CTHZFI28ewxyl0gLfOsWZsa+3J8i3HENeDhFGCeAgZmfqlFWqex554y4XStuWqZoGWAFCxQwaHniMpTAxwGo7ksWNuF/5sFcvQNCMCs/5/yYrDBnEtXQO3T8M6GcO6BEOErsCo0njMTKWCnEcW9XguXmiN4pWT9PoxSk0KArTuHXezVxqg2ltk05xVGrfzcBXC/38LV9gBeWbABspjirYMuXMpwdacP6rLVtp6nmJRgNiyjN65irzNCUAvP9vPw2PnA0NpCC7KccvRGVTSrC2xvjoT/gARTau+ApxRJ6OLwuIn/cfc6vnVwGVUvwk9ceQsfvvYA3e4EbikGcURf2PtVhSGzK/I2BMrXAsCk5oCVcuXZ5Z/XvNEORYDojPboPiEcxGUoVSNc2+3hUzfexEvbjzAMy/jv92/iB/d3MR2VwWKaAeqECA1OfWOO3e4IBMD+SRPezKztK+Gsa+dpbrCqzSEuw0Z7inp5if0TCXKsjbBM/HVlEA5CeQbkjIYVDXK6nQlKboL9k6YxtX5C7SH1GG5un6C3qGAyKmd9+NZVz+HY6Ywwj30DvvJBbx4UZGD3h/JfrS8wmpTNZsIF58CfDKADCKpoQAAczwWtVUGbDcye28Txh6tgJV++4NVuJ8HgtovpXg5tS7+V3ksc4Ya1Ncw5CONIyhS9D6dCyJO7W0oIWXYJhu9PMgIQTTloyjG5nWK+Y9jMtLqeEtAPjxA1TBp1P/UJWh84AVMaIMvkJqlxbL54nB1jMk+6t4BzeZ6dWPL37gtHiLpidigBlDlAXOd4/mN3kVTlQi4FRO4IRiv3IwOkvgIJRjCdXmeYvC82gq4SIB2C4UcizPaI/X4UdS8THH2Kg9SqAngonxoKzLYc7H+WgbtGqAYlYC7ByQddHPy4YwngRAvyjz/tYnTdl74rEPk6FHHNxb2fJwg7vhEyZV3muwHu/YwAvka4F5/e+0t4/BMlQ8tsAY0HfyrA8JmyEfplHdKKi7t/2kPYKVnEC2ImLzdLeOvnBemFnsOy7ccvVfDwc2VwV4Av0V+i/vd/uoT+i2XTebLdadnFm3/RwdJi/1P1nO8GeOvPO0hLLmwtDqcEvRdLePBFX7dT9R93CR583kXvRd9oYmR+acnBvT8LzHZcC+AYAEWkmYcGQFKgH1+j6P3MUgAGC9BwQtD7aIr++7nxvSFiHDKPwP38CWaXuR43Km1SBnb+1EPENeuefJ6LyzGu/cQDAUBgNqQIB9izM7gfGEkwIvpDgZPdTz7G4lKSAR2AAPeXv3Afcd10vWIhXG5yOJ/vibmbmg0KwoHBixwnH09kfK7nNAAc/BTD6CYVaRjXDIZJieDhn06xbBnWKqXJWbZd3Pszjhw3xlQWAHovlvDwp+TYsOc5gEefraH/Yg1gDGSZgEgfNO5RvPVn64g2Zbqn2p13NiiTJ0YwmlRQryzh+AW2g+t2knnuvwzR3MejURM3NnugXpGjFsw1WYdk6eH1ky6e6RzDr0TZHfQLCkqEAcupj4fDJq53+/DKMQjJgp3ru7JuRcDurOI4EE4D7Pea6DZmqG0sBMgoSnfeXfi8md+6fDi06XS88HB03EBvVEW9ssT25gjlegjicOPiyAjACFhMMR2V8fKDHXz17i08mjZxc6OHT19/Ey9e3cdGawY3SEAcBkIN6DkT/LxDgYYcJD5HwWeBlSJTx4L4+fYSKszSqMcQVCPsbQ/xsRv38MnLd1H1Inz38BJ+562buH/QRjj3wFMBcOwly/ENwAEEwBkPKsJ0srCuqjJnN/vcQY5n6qfY6o5BCMfhcVOYgF2kfNlvypTMBjmcCZDTaU9R9SM8PG6BxbT4sZwFEpR5oMNxaXMIBoKD46YxfzslPSFAszlHzQ/x+GSjWJvMc9/rwF1CQBYOglqIReQJAoInDITz9+abbDweo9ls4nPun4dLJY2yQ8V5OOWSMFUr+eCBl9t5JhkhWSRUArB5CtzilreFXNspXZvoyJ1sLQTaJj2OEfxEGpUn9M60siVVDGWgQPPNGMwjGDzjGt8YmDSc5rRASmNCAcV8psrTqF+mzfsPmHYCNAZokr1OU3NPg7HUUOMCgBNxLQiKtohdb32dW2UCcBcMla98D+TGFUyfa8kKiH5iLuAueMY0iHAhBAOAE4oXu/aZ4oKWmsZMsMWp5krBMCk7cBepMfmRJkHcFVoMdybpNa0ddRYIzZGzUHZMBCRlEGcYOSAxA01WBZak6sFZJCCJ0LbRuwdgl7fAyi6SimvKAoSzOBXaI+4QOPPE1FuOl7jhwwlTOIskI+RyhyBq+fCHcYZljrsEzKGImi5KJ9bJwnIMJmUHzCeCVdDyZRKaNBduyODOmTFNk893vuWiNEwNBboMtdcG4G89wOJPfQBJhWZM2pISQVwnCIZsxZwtaohx7spdN2XyJoA14M4EiyHzTFnMBcIOhzciRoMi51Fa4khqHH7fLP5GE8jBXQ5vRCWrnhyHDAg7DN6Ewp3LMa7mExEaztIxQev1BDTmGN3wILS6goq9fGSo1tUYjWsEzAHKPTlGmZpPHIsuhTcF/Jl1jkIiypptO6gcp3BCrglAaMKR+hSLTRe1hxGoIheQpnRR00NaoigfLA1Qk3GWW2X4kxjewQQ8EFpFFeZXqygfLkEXMZJkif/y/X+C0WiERqOxMp6fhosH9W66/K/+76Ala5OCCJOWwEuECds6uuezhDFLULm8PQDjxPjrnGZuBCFcbrRmuNwc4eVHO0gjZ5WJ7QzQ0/ieD+YD0/eFIASoNJa41Bzh7klbmLFA7BRf2+6BEo63DrrCN0mVYYdzSCfUT9FpT8G5YHnjyRpznfPuyOf7O5fGPfbw7L94gP6nL+PgC3K9lgKoGySo1xYoeQnGixLmswA8oflTAUwahyMoxejWZ7hcG6LsxOiFVTyeNjCalpHEjhQwVd2sNf6dlNxCB9f/HcP9L7lgrfgdLAhZQA0DcIIgxmZ9hr3qSPfLg3ETk1kJqe6X1f5Qz6FZX8B3zXPQ4Eam2fmKi/bvPMJrf+sykm58rrFmKo2z41vt8soxtjamGMzKWExKWQCQn89F48/yTSrVQjy/dYg3+l1MLHO1VmuKRinEg6O2nk+1lwPQCBh/MMK5gvUMOp0ptmuTLEnJaWuA1Eg/u32M1w43jd9RUcj3nd12DpCFA39AEV0P0e1McNKrZ8lHCAdbLPHw//K/nuvd9N730VFmar4P4nviXJxyAO57qyYa1m+lhbEd4TOsU/bgVDs8ymchkZTJSp2eqkiKRlkI4QoEaKdiAsl8pcoT95yYm/Ei7bAVoHBCA07snXbCoc8SATdzRwAbs3CS3O5Z3s/A9nXQfklONh6T6RTVtPKp4dzuR3mdmHyUSY6wtbP6EoB9pg6zHOEJE3TVxleKCyGdi34n8pkpHyHln+CoA+s0kCRaLeoupAZLOvITDqFoSTmchaHZsscCjZl5Zrn7NGIA41mwLPvCmSeyfwSlNADB6Mc4vGlsxiOBMDXjAI3SLOB0pOaRcXjjSF+Der4yrj+ITL205oaApgylfpQhfFA+OM6SwV1wY5pmsd8Fw0T/1iQTMovKcaJ9cNS8yZhRkWw6TsW4pkPTT7aJmjfj0qSMGIAv+z4YwNogQObF4A+yZpCq750lAY2ymwkquHMCkpLM3FGhdGwWV2qZjtIEqOzLMWTvUHFBFe8pFnEqxhKV8fyR0ODqbrE22yvHLMM8qDcFUo76Q0sLpOrIBaivPwhNHfThwIA/jKCYD/WzoII0pfJwChIlBuRogMdRvTfF0/CHGKwBt5gGKLVjBNUIy6mvIuTiy+91Arny15G+N7d3j4S/jmI+suPl6qDICQIvwc3tE0MJnavnuYL0kZiPS3jIgevdPu71WojmPlgsfHaubA1wa+cYbxx2DUscz65LZwmULHZwclJHtbHE7tYQR/2GMQmyw+n4bD2AJLn7+fhWW+Oli0FYB/VTVCshdrsjzCMP01kJieXELV4dBDwhWE4DPJz7eHyyAT+I0arNcb3ZR7O7xCzx8XjWRH9exnLhI02MWZbtK2oL+QWEoE8EitSm6lm7+BcNeWADAlCHw/USVMshtmtTbJcnoOA4XNbxan+zENzkwSN1GYJyjEZlCYcyDKYV9BdVQ65xGkB/kuadNjbVa9zyxzka1oy/Cj8l/TqQQzkqdcGudqffzfjkFIGcJzVXIwSoNRe40hjgB/u7RvNk23uvJOJwfIabmz08HDURzf3s/fwmw2ltDyloRBBuJ9jsTDCclFcZFi/Ytvc80CGeAxqUQEoloBQIkOM5WNEH27OGGaHAvkcgVowMBS+EcKBYtkjCpNOvFJblQxXCvYwnBznhAOQOOAHkgxc39dqiiqIG0IBKgV5VmefGkQVIVq7pC1YCa9LZIEYLfpbgqGisVTzCobVFnFvrosoDkjpaOT9Dy4MGLClHUYXmGbLaCWolUloG5UvhECMcqgVdtYcQcEgACgjw4VGt6dEaC+3jJPOAATxQYMzyj+GwxoOuI9GAlRMIggp7TBFrPHD1fAiIQ40JXl5w0aQBPOPon8lTLahKPlAAJR+kSZh+zjq9AjLmvcMspjVdlgIoapGSH2PeZvoBcgxotKkesxqP1tg0pn2mDsrEkUkzQ7sMrsuFnhOmT3JtVtOXZu9pDWheYFTPhpl4Oo0FZvKEAhqsKEICnruv45kxnqmmpp4394jeKOYr8TWxQP5lYddXrWHy7J28f47Y5PEyadWBtyYSf8rA9k6HnACpTNi6G1PEkWuElsK0p+Rr+d7cPWnj2e1jLCPPgKc8yLEWEp4SHJ00UNnt4cpW/3QmtnMEzggWkxIeQoCduydtcWZPQvHgsIXdzRGe3T3CnYNNQ+97oQIAnlJMBxWEoYvt9hjDuaDrXWGdW5P+VHO5i9SHi3dOGjqYRBVMnRJKlQidDaFxmiwCLBc+YGl5AIAwAsYIlnGA/ZmPg5MmHDdFvbrEdm2Kq9t9eIRhFJdwsqhhMC9jsfTAUgcszTEoFjTkScCO8PXkFwI5Z/sXAURqsjwvRa0col2eo1OaoepGmCQBDud1fHP/CpYLv5ChLtNvlMPxGGrVJapBhDBx0R9XkCy99SQc+ffs24fhMoH6KdobMxDCsX9SYKpWBJzXVJlQjnpzgVvtE7x2soX5JNAgp9Oeoha8DSCHGBa327KceOGda9wQh+Py5gDjsIThsHo6AUpRO+1rJYa0nKLemmMZu1oL/KOE9z7QqVRBKnXwkg/4WTM1cC5lBdPrGbMWwAxGJXASIpiMtLk8MQ+IZYUEQ2ssAI4+HwdqZ1vklwEqWuA254bYDswaiHCRj74mBSiNlWAJdPmwbuBa5m86vVW+LdAKzQmMUCjzVaBNMbMpgZJJlEU5N2eVKAY3LhZ6Zd6j6JZFxkQDFqVd0s9MPzZrxz+zwy6fl3qmUnPCXYveWrVV3ucE+lwTm3mPKHAAa4zYDtyKJS1T3xwls0N0v+n+k742mgVPvpFsHxJbI6NZ4qxzaSDHQIYCXf4WNMLGd4OrtPmFhhLBymb5HKkVTvnNKHrWPLhR2hqRP3TeTLUHpi9tQJQhGpD5MItBjdvAiOa+1X2rHTovavrO3MzlpfoI2TgKlKggxqP8bbs6qLgqXxv8pAbgcBuMWPEzZqEaEPHsb5mviGsxrAFiDcqYbprGZkCZZiDMTXq1K8Fy1+xv4E+QF+cfn5CGDsbzEpqNGQb92sWE9ZXrgv3r7qCFG90eXo+3kIT2DlgW5KjAEop7R23c3jnGVneMw+Nm1vRtnfnKmrpyDiwmJTzAhtTstAWDUyrO2Uk6FC/sHeDlg21Ec0/XXZRltfGMPojnPvaTJjqtKcrdGP1B9WwK6ieQCU+vh1zzOMCZg/m4hMU0gOunqFWXaFUXWMQupvMS4tAFT4l5VXHol26SEgzCGobDKl5ztuB5KeqVJdrlOT6wJczcFqmHYVTGcFnGZBkgjFwkiSPztBdHuRTnnhmX1h3E5brOhACciPckl75Ga5uq8gWsxU1+SWBDKYfnJygHETbKS7SCOepeCAqOSRLgeFHDyyfbmC/9rKkeJ4VCtiIXKJUj1EohCOGYLgMc9JorRATrK352lAunt/pBUUcP5mXMxiXwlK7G5QVpM3FEBOIIMHOlMcArR9tYKpMwSTxQ8WIDcp5QiwOIfnVLMZ7bOsJbgw7mk+BskCPBUas1ReAkeHC0eb71Cjh1XvuVGCUvwUmvXtymC2oY3/tAp1oCL5cA1zFaAiUsqhPr1cvePmARRrAVf8wPAkFHDGmCBmnar4U9Zcamt+4BAvtMHZ7lr+cwAgWHFFJlXZQgq9ojzWdoIvwKtAZExhP1MPVVArUSuIhtIma9t7SQZqU15nIQC56k186AP0uoVZhC+/AoMGhpiRRDlO0HlNHCSKaoLC2xKEy0UwpuFp2vFvq5aLA690eDEzsuVcBS0YJzTRyhdsql8i377K06moNHVRskYMowXFmCv4orgSMowFNuAVYFEGRkx4yvzOGnVHW6GWsifvabcPmSUiAHxAAN67wnURdTT2KRJ4iMiAZLAnScDXDsdnDVV5QaUzNiCAlEO2DyJCZOphxVlpNLZ/cvMeCG2XWRz0yB9oy20v6fB0awAI8CKArE2CBFjWPGhWmb6iZu8lDARYMoNe6JSJfZjbU1Qvoa187PmaDnODcH6gKwfcm0eSdsAGRAlC6jCOTk4jwN72Cwbd8Jx3Lmo+THKNfOOEhUhTOE0emojL4f4+pWH3f3O8XmPLlJwCIHbx528ezuEaKWczHQVdA+Do7FpIR7rI2r7QEe0iYW8pydo5MGUkbx4u6+EOamBUJWXjhcUzYLHZwcN1BpLLG7OcLxqCbA00V2me133I8auFjP46WLwbKGkcfgBwla9TncJsMs9DFb+EgiF0Q60yvTNkCAEZ4CYUwRzj2ckDruOByOm6IUxKiXhFbkeqOPshMj4RSzxMc0DjCPfcxjD8tYAKAkoWCMahBBHGQAkf5FARpzEEYzjHYkqzoSimXCQR0G103huylKfoyKF6PqRWh4SwRUqKcnSYBRWMb9cQuzpS80lpJAwGz6WPKXXRQBiMsQlGLUyiF8J8U88tAfVZFEjuXP9naj1jUhL6Qrcc5hqDcXqJdCHPQbiJeSmnPdeFpXXdnP1GXY6o6xWZnhhwc72iSMuAxbnTE8yvDgqLWeXOFcbZFl+Sme3TkW/mGj8x0wqnzwdusTvLa/VVyPdXN2DdCjfopWfY7+qHp+0HRGeM8DHV4KkLSr6H2wgs3/MQZJjc8F4RzzKzXMNx10fn+sd8bVTm3vhQqCCUf1wSKbJyXY/4kyOj9I4I8tRz0OxHUHJ+93sfXtWAvjaqzMuw5mlwi6f5CIHVYuBW0CDG87cOdA7bFwmOcESANhvtP7EEf9LoU3liNDApc0oBh+MEHjFVeACyUYEyDa4Agvxai+5gtgxORuOQeWuyk44Sg/djMaIe4A0e0FyGEgHLOtdqU+4N6aIH2tBmdJ5LkzQmCM6xzxZozKG74mJgAAMGC+IwBZ7R7VZATK/2N6laPUJwgGHNw1ICz1gf5lB/X/VoZifVP1jCsUy02Cxt0csQADFl0K5gC1g9RoDCQ4GN10UeozBMPUmFVxgLsEoxse6g8TOKF08gbAGUdSczDdcbDxZix8iGRfAMBi00NSImjcD8GoUmOJ+o+vBiiNUgQD43NDOAfzKUY3fNQfJnAXksnLEVTmSc3DdM9F861QaJ2U/xblWHR9pD5BdV86FBLzme758KcM/lj6zxAigI1LMLnsobqfwIlYxrw2rThYtB1UjpKMLxQnQFylSAOCYKiY9wywCpsUNOFwF9wCNeJ70aHwJ0bY12PA0uAwV/a5BBlJmSCuCb8VG0AKWnIxvpzQ9Kt6nnGDw5kT0MQqS9YlbDK4c1EpBUo4BN16WuLwJlQDCfXOTsrih7sgK2ZrSUVQ5ZLIAj7yGYi6WyABYgynviBTKPUUi6IBOXFF9HMwtqjfJViOahTuksNdsEwdOCUI2y6CYSp9w0w1uEMQ1VwEvUiOM0DTkpcEDbvy4xIJROKkEYCGKegiMVofuQGUNEpwJ6E4z+lp+MMJGdWvWF9H4wo22xNEoXe+szZsYT0nuHNGcNyro7zTx87mCPtFh4nKsrW/DhcHgL5+uIn37RwiSR2Mj2oCMATpalpAmCCfAbrCmY97vIVrnQEe04Y45JAJIoEwcYSjtSscrVeErXVgJ3dNUVCHSw/d1gRh2RUmNeuICvJBbepp9b1V/pMEqw0spljGPsKZL+iSyxE26gt4TopF5GG+9KWmJ2feBqP5YZLFLV66mIzK2KdNgACOw+B6Emz4MWp+iG55ioobwZMLCgNBygki5iJhFAlzkHCKhFFwTpBwivGyhOVGG7XLI2zWZnAJg0MZfJqCEgZX/vZoCgoOSjgSTrFIPSwTD5M4wNGshrtRC1Fey8Sz/WFrhfJmadRjKJVi1EohHMqwjF2MpmWtCctsEJz5DKxneJ4xcFZedpGEww1SMdZiV5B/5M09LwhyHJ/h8uYAJTfGK4+3hY8XBMhRLHKPjjdWSBaeJDg+w+2dYwyWZeH4fx6AQTjcUozr7T7e6rUFqAPkgbo4vZ/XgBxCOZqNOabLwIDEgnIBaCr384T3PNBRBy6SxBJIGMzuN+Og8p4ybVKzzrCHZWlbAcMwhlTGJ9DmIdouPz//7Aef27XVURj0QYmZszkUsFDx7LTc3Ac15RInt1ss43GHi10aOVntOK6XIlajwtKEcpdjozZHz6mJa8pUCgDzOYJGCBDf+BFBCKBpNQUCBu6InQi1LhEGJO0EydyDL8uhsi3MARY7KeBQccaMQ3Tj4xrB7HaE2kMXgOUX4wCzXQLmc1SP1Hkysn4ewfgWAycU/oQZ53YuWKtGL6Qon1A4YSqJDUT/hw0Ho+c4GvcJqDLrksBgtksRtoDaIwVkoLUmo2eB9J4Db5yascOA1Kfov8RQGlI4oWyw64C7BFHDQf8DHPX7JGMtxAnB+JqDuAFUDo0ZmmgfQf8DBLV7DjZmaeY5pj7FyScTeL/loNRj2mwOhGDRcXD8iRRX/w8CSFYvtdiMbjmY7zFc/s8K4JhnefSpFJV7LlqvpTq+Yk8Lf3qM9L83UTm0QJV9Pk/ufCVOgPkeh/e+Mfh/bmr/KAVowucXYLGD2su+eanIe9c/8QCvv3wJ5UdOZpFMKhwvfOwufvg/bmgyAFX/aDPB7dsHePDfr2jTMh1uzkQ1v1fT81bNofpHTjB4pY3KY6qfM2ECALU+c4Dhf90xoEluakQbBMmPTRD8nzVQdWCn/AyfB9IKw95/g57Mal06+gRH7U0H7VdYRtuXlin2vxRj9zc9lI8VCBLr0qLj4/FnGW7+fx0xfmU/Es7Rfz7AYovg6v8ZGUArw/4nS6g+4uh8dwRlwgsA3Hdx7+dKuPxbFKX9aQbEPQ1vb6AuW/WdUAOPC0F2MKmg1ZzhJKmvsqblQ/5dkwssoXhw3MLtnWPM9WGi8maRSZpcUOKFh9eON/H81iFeY1T4vnBzf22d8sKgMukCRzjz8VbawbWtPk4ow2hUARjBdFTGK8k2nt08xmOvIYWugjLyQlSRUMWBZOni8KiJWnOB3a0hjpVDeF67k28CzQE2pXVw84jKKvu8cqZt2hY5mEeCiUtpLOqVEH5jhjh1MA99hEsPaUKNlQBfzUt9J4k4t2dJfAxluwxVNQehDI7D4TgCuLhOCk/+dogALIRw8ZrzCQI3BeMEIXPBEgGQUkYRpxRx6iBNKdKUgqUUjBOtndGAxq5jvu52M7gENi6H66WolCKU/BiUcMxDX/jdRG7xHPjDBjkqH/lNHIZac4FGKcTJuCr8z2zGxAvlKxJ4JUEGEqYu7liaEuqnuLI5wCL2cNyrn49o4YzyFAPiMvEEjfQ5QY7jM9zc6uHRqInFpJQdixl/jNPyyeZZqglTRO2DZN3TeUOIFeVaeK4miuTvcXrpzz//v8DxJIVnxhSG6J3PjLma7cNjm+A4VuKMuQ6x0sk8bBYpJ3vfBkzMI5lF0vgsWOmp9d8CHs27IdLAweSKq3e6jYkRtK8CYPk9GNIX4yOi22GlA7KInADMUT4CZgJrQJVavxUwk7818GGShlpeVyZ3SkAkjMMJJSU2A/wJR/M/fA/8uRvofbihd++1cMgsWmogUycFZLTGxwZ7lsCXMU3Smg2YXX3ZRyTNThHhQ2QAjupDGnP93Ox7ug7ErAHgAE0Z/LsnCG9u6jGTf3Ea0zdhcqbNs1yi66H8jfRvGZhHQFQfKJICNSZc2T8WQFPXBY2yBe7l2FMaGeUzosc2BeIygRMho43iBEKQfu0uRj//QUQ1Yml4RH7ME+yANnGGOEwUmsHN7mNNm277Yql+ooJGmsQwY9USQJjLQWOrj+RzUGXT2HwrzWTqC1NMGltjW46XNCBwFxz1+4k4C+uyp8c1dwAnNBsf6luV5S6tcSjNGJlHhLlIajRB6vkzjwp2QA4NdmkqaL6ZQ+AsU012oMAJl0QXzjIxEobYDgbzXUF/njBrA0ju+JY80FBQoCdpiP/88i8/pZd+G4N6N33g//O/YLzsQJkR6WCbElGO2sYcBMBEnZfxpEEJUeUYz+4c461eW1DdFgikdnwA2kTl2e4RXj3eOjWdppd+PsquZ4AlIIoLTpDi2lYfkzAQ1NDSl8Etxbi9fYJ57OPhcet8/genSTKUwysl6GxMEcYuRqOK8N05Kx0ApAQkpOAVocVyTyS99E/a9NJr6lJU5bM0EEQ467t+giBI4DkpKn6MSAKfKHQF+1pO41OYlQLSMQXxrRfbqYkAvnSw9xWKxz/NQEop1gKFNe04T71AFLBJEPgJKkEEh3CEiYvZ0kcUesLnhq8v58yQr4dV/53fkvTS/7Oklz5vsMawV0qw2ZpgEXnZMWWXf96qE0MG8NzWEQ7nNRydNDJzYmtjKog2poEBJKf0Te0Vfz29NOGgLsOV7QE8J8Wb+10BqM7Sksl0V3f6WCZiI2HFB+kiqEIW48r5eTKoGzrrXLkquEGKm80H+K2f/X89pZdWoUgjkwE5NtjJXwcAR/nycOG0DSPk8oLnAUAIHICgmnaI3u1VDnrKz2SVwS07RoTAxjWQIfbEya0mWhslJ7MyY6Np1vzLrmPeD0LvPhPrnhZuLcGRWPWkyPjZaIphy0dH+T1r8KOETACEAiSB5ccB45gvCQLUSfPayVvRcFu+C0oIZa7yMxHPMOMYrp4d44ZYQfYTJwTclYBFda8Cq0UT1yId4ATgudmkukwBEc2cpp6nGBBQ5zDZ5AggEGPNSq8ABFNgWJWjgXCuniwLYuw4giiC6OckzjVSfQPjq6MAt2S349Z/23zNlUK9MXVTcYWlOafInHmjqbjlc8+Ywik/MTk+OaznR6AZyYDV8ewsFKkDz1wHBMW0BlqyX2kKbYaprkNunpIUcJfQ/UUTbvqYA+5cmaRxASi5oaAWBwGbsa40NFRpkyzAov47IcuQDwDQINuNhZClQInyyyEphxuZ+ObZcxCWZt+xVhy6FCZrK4bwnMOZSVryUymUnoYfNezWJ1iSRpaKNadZ4YxgOi6j057Cr0Trz6YoEqjy1+SgT5Ye3uq1caPTx+vJ5rmYlTgH5pMAd2gXz20e4RVu+dGsE4rsDYWVuokLaejg7kEHlzaH2N0c4aDXRBpRJEsPrz3expWtPm7vHuHNw26xKct5BUlGEC88HEZNQUO9OUJ/WhFtOGsH2/YhWRdsQFeUXea9fRZgE7TTceIjnguN9ihI4XopgiDGRmMOz0mRMooocRDGrvF3sTQe2teHANzl6wEtjPijRSGmNtDIhf0k7GVD/6ZCOHYcBt9PUPIS+K5YyKPExTz0hICb0HMJ8KavYPXrugohOxZ/lCDLol6KRmOBahAZHzCt0Tiljmvz5WJTo7nA7faJOAhUajkBAX6udfrYHzcESUD+8M6ErGobzyiPugyXtoYInARvHGyeD+QAIA7HzuYIADJAbDUizu5vqz9bzRkGk8rpTJOy/EvdIYaT0hmZm/DeBzrWrCP2LjVYFswg92K3dkC187ZDVu4pJ2DiwAJA1oGgNiixGMCIkqJJljFMaDy4FlBt5jQqQZPeXOFS6JPAAgTSlE4IZsw1wqgGGpYgmd/Y0SxWmZcjLDY2rumdbd8jLYByaF8WG8xoTQYUSIEGM4QpQEB0EVD+RKqPLd8j9ehUeZnzevRzhBaYCZPsdeomkX5T+gwjntWaKfID1W4OEMhzkaSTtwYPHGZ8EQscwOpbbuim8+CEc2ZAEoE4T8cWuOX41OnlNW0CZj8oC2Bknh3Jjmt1Lo2dVGiTeBZsqPuWVtM2ZbTjMgWClE9Ufo1UmkarLjZjmv28Mpodao0R9TxPe7HpuZWtpx7rahLIZiliD2L1la19BJdATNeTGK2J9DeztYoZtrac9lIBbn3fBixq/EotjmqDTaKh4hJma9qy65etzbHHn6aJptC/C6mkpYnlU4DzhxP2J3Vc6w7wRrxpdq7zizLh4AnFYCwop3uJU+yvcxbI0dcNKcADZwO3tk7w+v6WOBhUTaB1u/TStOwNdPH81iFe5juCOW0d2Mm/RwAhuDEAnimLxRSPjjaw2ZngylZfanAcpBHF/YM2NjsTvLB3gNdPuquHLdplnCVYcWga6sXCR3djikZlid6wVnzujgouAz+N4dYu96zf+T45z1Qjwq8niimimY8p5Ro4eF4K30tQleAHAOLUQZw4iFNJPpAKAgKmNNwFpmT5peDU6hTVmXJNG02leZzrpvCcFIGXgMpxvYxdhLGH8awkGNYUfbQu/JzgRvbLubUlb0cgAKHiUMxOfYZZ6GP/uLleM3gOcKOCIh3YrkyzzGqEoyoP3H043DBmowAQE0CNS3rGQ8uVq8BKzQ/x2v5WVmN6GsiRZ/bU/VCY1J1GO39alewpTDlq9aWhkl5rCivOpqw3Fqh4Ee4Pzm9h8N4HOjJkbM1PA4w2iLG+tQBrmTEJKmVbuJWAaI2goN8FUuginINzaYKkgI0CB1LgN4VBDw61i6yYmLgCHo6Jm2UiE980lZS/9g62XT9FJKCAvQJZXAIGW8ilJrHSbJkdI2T6DArjOZZpNDegBxyGoU3FtbkQLGdzMBgiBCVwyj7nciFSYETYJKv6y8wsTZACEEoYtamwDQuVBSjsnT1ihFJAPXOu72V2z+z/trCv+kL5sshI6iBZEZ9kn5MEVCASgK3RDKq4QA5UUOvZW+xmnJMsRbaqnwQ0Giwq8JRnW3OMiWQGiNjP0TJ1swGR0eAB9tjKsLvZbeGmHYRn8xL3xEQjufnDqXkfcNU/ak5ZZpZqDtpgPkP/nANOyo9PEw/YeVggR8/bzAM1+Yo/8hkoTaUGarwgjeWDp8FSXlCW+alnm78HwAAhc/+pb847H0ajCjqdGTbbgr55hZrZAg9p6GA0K2OjMUcvqa06OqugxsxpQpYEO5NRGSdFB4MWxLd3YCajMt4iHTy3dYRXDreET0IRSLProwLlq+9fTsBiB0fHDTQ35ri5fWIOFk0ojo4bmIU+nume4FHQlCZu1qJgl3VWkHHSpYujoyaCaoTt9hiTZYDppFRMRX2WwGq/93IbLKfmcxEh3QYnjACMIE0o0tDBEpKJiwqtgDh8M4XrpigHMQIvgUPNYsi4IAVIGUXKxLdYpsRZPgAQLn2kfgC3ESIoxUhTCkoZXOnPQwgHJbB+c513yijixEGUOJhFAcbTshCIGcm+Fy8S1vVtfnydBXYvGnSZgmygsyEOUz7sNwRNu7JyOavOOr+8cCTNsLZPwEDww8c7SEIplktQ0a4s8NZxJ6t55SSrwTldCZIpnzgcu1tDNIOl2ORQ7TgrHQFqG3PNsJYFR3ji5xBUI7hOisGgtt401zK7vdYa4I2TDlhy/gf93gc62l6dGOCghV6uyQoACTxAzEufro4eI6wZIUHTTQNiwEkhWFEZS65IYSKkgBFX8ZABKPpbCTFEaHCUeRWwaoanwZEsXwny4EJgV34XStMDa9c8T7erytflKcGWCAEy4/eghV5kBzUx70a9Iy/rqH12lEzNDcDSa4AShGV/M4+Y3W4FxJQQqcyHtWBq6qfNAO0XvwI16jkCmjJT+xkRIHNOjxQi89oKZdJGUgizNct/KbNjocEzMs+Ocwqt0XGEH4gyYysSNDNpFd2zrIfuZ9vHykpna0OY1Bwx+yByDYRMuzUAUde5NVYLQMoKHTSBAU3WwaCwvk1brDVT1UcBH2b9tsaabVqpv6nJiKvxrsCKDRRsTUxqfatxbc0pBWBoYsrUaTQokgdz5tfpHBhR3yo9gIwmR+SdffYaYEkqe639UWuLHV0RZhSYpNn5aZY1m1nNBoay7k/DOxc4J3hwsoFnd44xqZUEjTRy3a4mKCcI5x48L0G9sVjvr2NfKhK09D3xzjrp1eFvpeJg0MO2MF8p0s6oOQVxbzSs4D7heH77CK8ebRnNTmFZBfUqisYIRoMqosQRjGyeYGTjjGA2KuOH4TZubvXQKC1x76i9KqCdowz7PmcEy0mAxwsPtcYCu5sjDGZlozW6yPA/j5BX9Dxy79KMtsKOk7+mgmKHAzQNNUu4EcKlgKo09hoMUQZKOajSxBDxHnQcBgIgcVPh+ye1MlHkgHMKQoBEaYgYAUsFUxtnyDDkab+aAsH+QuGssbOu3+0+zd87LRSURf0UzcYcZT9Gf1IVYz2vVeQFeZxWnjRVK9dCPNM9wfGiioOTpt7AoB7DdmcEjzK8ddgBi5xVkEgL5mk+6P6QMk4O5CTnATkylOtLXG8N8Nrh5nozUuBCIMcpJahXlugPz6aupx7D1e4AB9M6FrMArmIcOkc4Lw58V4e4XcH9n2sDrmiuLUSOn6nj8ec2kDHxAAAG7P9kHf0XakZYYVw6gFPc/dMVLDcDEVelpUDY8nDvZwIwX/j12KYk42seHv2Um9XacIAkwOHHKAbPSfpAZgQx5gAHn2FYdKmJz0Q9k6qD3ueXSGU19G4zA5ZdgvGnFtnDIWX66a0Y02cjKWCZsjgFnI8OEXYU65NMR4CkxnD5k4+QlLgRYuXoCVsMpR/rgzvKlwhaKA1vLhE9v8iYJak4yUcmWGwzoS1QZ6QQwWh18pMxSK1qhHt5b7FJMPzJpfbD0X49DjB8Dhi8AA2UmDyPh3Dg8BMc08sUzBX+Pqqs1Cd4/Kc4ojrVIIM5Is5si2L/U0RqK9Q9cT7N8KaL4w+6op2uBBOyHQcfdzC+6orrjnK6J4grFPs/6SBqiI4T9afgLsGi7eLxT3pIAwMMBEAlGN7y0HvRE/m5qs3i/vFLLqa7jokv65kEFIcfcRDVqNFUyXYsWxRHH6aiXo5JwxxgeplieFvQdCuTPu4QMBcYPQMsO6o/TL+nAcHg/RxxjehrzBEU19ylABX9rusu04ZtjsmtBIpCXGuXKLC4lGK5k2oNo77ncIS3lojrfAUwpWWO6NYC3OUGSEhglFQ5Ftcjvclgz8HFNsNyU5FtQBNfEA5MrzEkVRFPa3xS4W80fE76HeXmV1wjGD5DdR72WTrTHQeTy642QyMWEBo+4yNsuTqdypM5BP3nAyQVR6xPqQEyScXF8NmKBeS5Hj/LzTJmV6tmXVMfzrG4XEXckjbO0jxUrVWz2w2wsjq08SnYeaeCX4qRRC7uDVq43u7DDZL1kQnX/jquk6JUC7PIvTDN2XXgKcH+SRMAcGlzCOqucVjXakyVkGA4qOL+aAPv2z5AUI2KTZpyc+PUenGx47+YlPDWcRtb9Sm63QmoywTV9dLD64+3ECYuXrh0gHI9FBr8on44j+ymZPCYYtKv4qDXRCWIsbszQFALBX3tWfnkhdqidhbloeJFNJsWBb/tjbqC+q8IldoWGrpPeUrBEwoWCy1QvPAQznwsJgHm4xJmoxKmwzImgwrGgwqiQQnegiHslzHsVxHPBR32bFTCfFTGchIgmgva8zR0wGJHlKG0Nvau1ZOAHLsfVR+si1cUP//7rLFXcI94DLXWHLvdEeLUwf7RBpbKPyZfjr05d0adCRGmat3uBM9tHuHNQVvQvUuQ45ZiXNvuIU4dPDhsIQ0LQM4ZfjRFdTgXyClaUogw17vR6eONk47wKSwq+yyAl0tCvRTt5gzDSfl0shEJCjfbEwBAb1ADIRytxnxNQavhvQ90OIc7CbH9rQhIxCJu74xXHy3R+YE6n4RkeqT1Soz6g0jnY3aAGba+zeCPEv1QlW+JN07R/Q4HjdjKJKwepWi9bOXFocFQ8w5Qe8iMjb4UjmjC0XjVhT8W5i9UH1jI4YQc/utlOKGJr4CaOwPceyVpWgPtBE0Y4B+78Pe9jLCnBLjZozrcKdFtIqkAYs6C4M37W+YwUMKFiRABaEQwPJIn2CoApNo+9pCOPI3ybbOl6LACZ04ywEgJk96RByTixa+oibkjzk4hR0EmvgIuTkiEM7qjAIa4nvoE3piChhKQZM7YAbyBQGDMlWVJgERjwJtQreWw2etoIs54YRL8iLQinRMZczL7A0JAJLkLd5FhQFMAgTskA2YUA5mdv45PxRlGaWD+25+kzmUa6PI5FcAkbrGVfuJUnA0TtZgGPzaoCbsp4ho0yGUKyHmAs71AGpi+A1XPzcw1rc1xoBnSvFZo3omW+RppRprlSD8r+QJtbszBykyPW3v3rt2a6XOh9NyDoJ6utedaXtM+NhxIawxJQzGamXnCHIDvhEhKMAQCEggxhyDdDfXZVPacTUoEy61U52Uv/NEGQdgy89TW7Mx3OKIaMWuDBELcpZheB7hrzUu5BqRlB5Mb4tkqczdlIrfouphcdkxZauOFEIyuu1h2JJjRB8gSwKXoP+ciVUDnqb/OOxZatTkcl2E2KaG3qOBSdwgiKaczwRLkeUowHFVRK4fwyvHpYOcsjCqFUBZTPDhqI3ATbHXHq+dTFJTBOcCZADtv9Lt4butIUsNiVcBbJ6ivqxYXlNZ3DzrwnBRXtgdw5bk9LKZ4fLiBu4MWnt08xtbWCNRjxf1wnnpY60S6dHByXMfxoI6N2gLb20N4lUjsnJ+m4TmngJspT8XRTGinpDkrjwulJef72OWsAy2n+FKsrXP+2nmEYp6LawvUZ/X7Cgg8uzziMlQ3FtjbGsJzUuyfNDEdlovNRS/S91Jgd0sxbu8do12e4/uPdzEdStIBwlFpLHFzq4fjaRUnJ5I+urA/C64xCFICWZYdqMuwJ0HOawrkrOS5Wl8QDq8c4/bWCe4NWlm2xaJ06/rDHqsEIA5DsznHPPTX++XI8gkBKvUQ3coM945b4ClBrb5EzM4PX977pmuEgMQpSo8mxlwDRgBzpqFgGSp4oZeO5joPFRQ7VvXhIpOP1iZGKWoPGdSJ8gC0qYg3SeEsLBIEnZagcpRqMzNdFhGCUu1hqoVU2zzICVM033Q07a8eRAzwphzuHACM/4+qY6lnzIiU6Zy6V37kyHZKIU3OM5ISBA98S4AUCZjD4S4Ad+5JrZCS+sR9b0SNeZ5tasSB0qFjyodh4PKmQOcHKfhsDlBJQZyKLnOWQO2e0lIQMKJIGoDSCaTGTbYtNT5B9bdEwcyVfZQax//WK7BAGAEjAlR6C46N17kQZpW5l1iPUDkSLyjmGUd8EACMo/WKfCm74jlrk7iUY/O7XPab9eIkgDdn2Px9Uwe920gI6vdTHU+/i6SmavPbXLYrO34JB7b+BwBrTAlQSOCPOTa/QTMaMUgQV7svBhJTmmn5YQ7Q+p4jAJwCRmp8M6D8u1XZH8gAD7XAKbBmm7wFPQrer2ZAq2qnf6cM7nAwL+uQDwCL77bgEYA7wpSSUw7CCJw5wfT3uqASNCqyARCgdETBDjawEhhQf83NbJApiwuSAM3fLkEzoDHTJ+6Co/tfAuO7o6rOxNioHgAGAUGDpM4PkswL2rbu2PtarCm/7eAsU1z9zdSQolAzroJeiCv/Kcz5iwEEBK2XJ9CbN4qAQ9Z392tDU4C8DwqQOMWV/6OvAdFTjc47F6ZhgFZzhl6/huN+A7d2jtFpTXHSqwufyDVdz2KK4aSMdmOOk7Se3Q1N5YDKmdmeFVhM8dZhB7d3jsG7BEcnjaxPxZrAmfTZQVucs0O3wIk0McjvOp9VH9vMiXCwmGL/aAPN5hy3do7xYLCBxVScrzEdVvDDpYebWz20L83x5nHH+AqpPNaVuQ7sEJEuXng4CpvwyjE6zRl4Q/QHjynoyEXzDoB4DR1xHnycJogX/c8L7/n/+XgXEbQvGGgq19eLJizSNtjgRP0/czxc4N6TgL5cWuIylKshNqoLRImLg37jfP4rhXlme40QAJSj2ZzjRquH/VkDx/2GPh+HuAyd1hSt0gJ3T9pmLNsviHy+tnYHEGbLtoaTCD9k5gFXtsXBo6/vb4FFa6iC84+MAG6Q4Pb2CR6PjRnpWenWAk79jDgq9RCcE3Fejt2GXHtVHa63+7g3aCEJXfjlGJUgwuFxpbgdBeG9D3SQBRzFEQzoWBsU2xWTzEfqMgU4iPQHsfJnAIGhBFZCqhBWuKSplvH0wIRkcuLS6ZrovJiLrD8NkGGAEjcATWOtdoplncEBCqJ3oCm3hXNxTe0kcweCPU0JaCgG+6pMIVhx44PBxX/dbmoi6vGsinZNfuodXeozVH/3DaTLpRYsbX8Smpo8RN9Yz45bpAl25dW3Euos8gQNRGRaQoiwWeY8M3Z4vs2qvyQooIDx3TI9Jeqp+jsfLPILRVWduU1yvzUggzmXyH6v2PFz5SlNVv5FmicGAJChYQaB0CaosVFUju07Q0y8DN20XbZVLmfZPIxfULYjCAeYa4CPNp/kxGhxmPm2NS0ZzSuQYUXTGhRY6Xl2fmntDKz78hscguo5N0l0WWzVry7/DNZuzPPcupVjWRMbG9yQFyCXl17buDHLPcV/5ynj2h9emE1KqDQSVOtLTMdl3Ou18Oz2MWZLXwv060Ky9DB2S2g1Z+gPqmbnN5UL0ToWpiLBmYu1Jw0dvHnYxe2dY6Rtil6/tkqQUJSlBDt30MWz3SO8XG/CWcqb5zWxkfXI/CYcPBV+O2Hs4kpriH5QQX9QBU+pNmXbbE/w/t19vCkpeXlKzbv4guY9dpuimY/DpYugEmN7c4SUUUzf2sT2bz0Cny9+dJBR9CxOu35Gnd/uQBJoFtULhcxzxCrY+2O2d8JcjnJjiVZtjihxcTyoIwndi59ZtWYRJwRw/BSXukNsBAu8drKF+TTQu6auvBenDt447Bp/nPzOm/3b/s5sJmRBAggQdjg8J8Wdg81s3vYLIweaVJ1vbp/geFbDcFAt7o/zjFVYcQhHqRahEkSCVGTl4N5s/YnLcGVzgN6igvk0gOMxdBoznIxqYMn5B+d7H+hYfjIrgMYmEGBC0yIEIHkCPVPSq3z4HNAHjcr/HFIIZnbWXAMj/dws7TqnBJxxE1+BKA4QKggRxG60lL6IdfgliDS7UYcGAkxqbfQOthIoFVjRAiYHzS1C2u+AGGGUJDK6ZQZFbbBArHnCiRnn+r6ZiEqgtEGOHWzApH6Pr1Pgi8+g+f+bQmmyCMvGWVGXqnvW5qYyJVI+QbpaFObcH5WXWjOoSUPy84iYePY1ez3KtOm0IBchOI4598cem/YLwV7vrLTaH4pZcRTQVO0jyGiIdH3VWMwTEljPd6W93Co7F3+lXQWLn5ovKp7NaqYAtwbtql2y4eo6TYgBJXnBnlnpcgBl5XlygErzNXss2cxpehPBzksp15hlfpowSVaQBSFK2yNM5Kx1yCYSUPXXbG3caGekP40NRmzWNn2WTn682eudAmeKdCBPoW9rpPLj/ak25x0NPCUYjCvYbo8Rhh6ihYe7gxZudPp4LdoSwlbRI5DAZDkN4LriPI/RsCKceZUp1KkFy+8M2BYLZLx0cedgU4AdaZqWObNjzSLHmdCyvJpuIS2LRYFQ/mQHnNqLBCD9dgK8EW5ipzPC1Z0+Hp1sIAldsFiwso1mZdzo9tCpznHvuIVkefbZQGvLtadISrGcBDic+fDKMZqfPMarrV089ytSo3MWkLPfm3beDEBCzfNamcOn1Cufpx3y1+W790kCd2GIi+x1Pp9/0bV18XHKtScFQaf1xVnpKAXvRigHEQ6LNDgXybcAcBCHo1pf4la7h/6ygu8/2s2cV1Oph7jUHOFgUsdkXF5/hlCRyeA6kzZZNvVTRE0OZ07MYaBFeRZsMCiQ019U0OvVzBqg6ufw4jF7Rp+7QYpmdYGTYW31cFUbwMn/ndYUlHAc9xsAgFZzhvGiJBnozg903vs+OkD2ha1pWeU1ivX3IACFFjisj22OBJZNkwmpJUwowUjZ0qc54AVk4pIUlpAk68MsQcgSlNT1zM6zcoJOrY/epZY+P4kRBrXtPyxB2RL29Ed1F1m9pm4oEKQFYjtYwnLGr8Qx15ZtCuL7GbClzKyUGZR2fJeO7kxRHAPaTCv1lP8L0cQAWrsgP5rQQP2XwFA495u8tOO+Ji0w/i/MNb4zivBA1afIf0abqDlU5mu1UZeZzUe1S5ep6yLjS6IEu66qjtr/SIEj65Mhg8j1h/YVKron/5v+NmXkn7nNuqbqkBkb3OSj/hO5uNrjWctZqRnnSpNp0pnxrLVvlvynxnyGjEOBnnweVl42EMmUof2+iJ63VFJOZ+aHmtN5VjT7vBwOCKp01VCi1xs1dwuDDW6sb9svZwXkrMuH89X8noZ3JLDIwcmohm5zCuoxTMdl9BYVXNkcFPvrqMCFWdl0VAalDJW6RU6wdozI74J5p/IEJ0hCF3cOu9hrjLHRmq06/Ns7ydaOsiISCHoEYSfF1qb091m381P07lD1K6hbGlE8PtpAf1bBja0eqs2FyJ8ThDMfrz7axiQM8P69fWy0p4JYgZxS/gWC0vCcHDfEmuc6iKtEECKocux25duSf44UgLcG5BSFfHqVJg8ki0CsfS8PoPLvdeu/WId4cfp1Y6ioLn9UoXBscThBio3OFFFdrq09H/2TOlKbSSzfzjWbd4VB+pW4QYqrO33caPfxRr+Dh4ctYTbGiWBV2xphuzHBvV5LsChe5KDUM8r2Sgme3T1CGnB4UxiQk9cAFaR3JN31OApw0qtn2PT0fHoCkEN961DQIh8hlT/Eq6raWGKrOsW94xZYIvxyOCeYFfkJnREuDHS++tWv4ud//uext7cHQgj+/b//92vj/s2/+TdBCME/+2f/LHO93+/jF37hF9BoNLCxsYG//tf/OqbTaSbO9773PXz6059GqVTClStX8I//8T++aFV14JQirQfmgm2O5DlIq0FhurTqgfm5ByJ7OG74gjErsysmBLq4Lhx5za6vADvMp4hrro5rhBeOtETBfGLdM08yqko7zgKwEZdlW7QwyLVAmFRIViCUeTNPOKSvLHQcSH1kfGnsHfZUMq4ZgQ3aGTwNuGkTt9YLD+Cu9W6UJhWcivy4dHy1y+EukJQBYgl8Or1jfD1s53VORTrmi/bps2M0EDEmbgqUKCCRekT7EBnWMNlP8tByZoEB7gCppwAXWQEFGmhI4ZdZICsNzH1BbmDSp766boMYYtWXGLMuYoEL1yJYyNfRAoQ2qEl9QyZgAxdNemCVu0Ja4KAADJn+trVFcAiIPK8H1maNup/x3bKApvgYwU2Pb6WlJNZ1YoCI6hudTl2XY1WTaShtn1q/FQlIyoVppAV89DjnJk+1qJNUAR+z0WAaaIEjBXrUMOfmO5OGyPiKYtra5Fh5ueTPzGEMGZBim6oVmb9l1oVcnHdZeDe+lwBox/vxooR2cwZCOI56YvdyqzMuNkGzFlmeUgyHVVSCCEE1kvdU5usKXfNt1SlZenj9cBN7jTGaG3MBdnSE3M61NYA5F3MsOHGwURIO3TQPBDJtWVO/IsGSE/CUYDKsaFa23a0hqC9JS+SZOy8f7mCnPsHtvWPBBqeA2lmAJ19mAQDgjIBGIhKNgWopwt7WEPXWHE6QZvsfyPZt0YbfacAk0/Y119eZFhYJovZvu4+L6nXe8C5ZMojD4FUidDcn2OmMkDAqfJg5B42JIZvI91P++7S+kWOMOBz1jTlevLSPhFH88NEOZqOyNlULqhFu7JyAc4K7Bx1DzX4WCDmzkQLk+JUIz+8dor+ooHRM5bvrHHlLkHNLgpzDY0l3nZnvMO/r09aZ3DXiMrQ3ZpguBFvfSl1yJmteOcaNdh93+20koTAfrZVCDEbVM2moi8KFgc5sNsNLL72Ef/kv/+Wp8f7dv/t3+N3f/V3s7e2t3PuFX/gF/OAHP8BXvvIV/MZv/Aa++tWv4m/8jb+h74/HY3zxi1/EtWvX8K1vfQv/5J/8E/zSL/0S/s2/+TcXrS4AIGmV8eDzNUF1m9uxnNyq4+BTVWjqVUDfO/hEBcPnakbwkHG4S3HvZ3yE3SCnBeGImx7u/4wL5lldK4X18TUPjz/j6Lj2YDj4OMXgGdfs2koTGuYSHH0xwnyTGmGMAyRliBsehj+9QCod4jWzGudYbBPMPj0VJjs5YDJ+PsH4+WRVC8SB0qdOsGxzI0TK76TG8eJn7iAtcQOe5L1wM8XeR/c1ADIsT4D3zBi1F/qW8El0u7d+7BDhtmBW04QIRNAEuz/ZB6lWNIhJPfG92GHY+MyBdnq3Be/JCxFmH1ga8EMkYPEB9tkhZld4FgA5BEmZgH1xgGiDaK2IAgDzHYLp52dIS9AmcUq7MnyB4+QTiQYHtrbp5E+FmNwwAEEBoLgGzH5+jMWmfU+AielliuHPzAVzGTVtA4D++4GTjzENajRI84DBF5YY38wBMQrEVYLZz0wRNYkBhrKPF9sEs8/NtMkcUxTkBBg9xzH6+HIFRDIHmP/4HLPLzPjtyLKSEuD+ZB9Rk2fBFoEGqhntmwQ3y70E9R8/Ns9EvmhoArDnpohvLI1MpwCeA7Q/cYCwLQaZZhrkklntU8fgnjXm5VhdbnHMPzIHlBbT0nSOn2EYPWsO/VSmZdwFTj6ZYLFJJAAyoCMJCPZ/iiEpqTUF2gxu0aV49FM00yYFkHoveDj5oA9FVa/85wjn2P+JAJPLQWYdIhxIAwcPvlBBUleUz2bdCDslPPx8XaxtgFnHGDB+to7jjzTNeqeAECE4/vEWFtfqyAfuUhx+uoO0FryrgM+78b2kAueQu5Ry1zIleHDcQqu0QL2xWNXq5IQEllD0R1Vs1BbwSkpdeVahWC/oSm1RvBBgZzev2bE/RXXigpHyzv4WAjfBzb0TOH4B2DlNXuG5j103JggD7u53sIxd3No+QaWx1OAvnPl49eE2TuYVvLBzgO2tERyfWefJrGlDPth9k9dgMA4n4jg5ruOg1wQAbHdG2NwaS2pqZtKdJ1x0qql8lVao6N5p6fJl26BL7bHQ3PV8mh9leVhXjyfNJ695IQAoB/VTQRG9PUS7Mcd0EeDx0Qamg0rW1NhOlwc7dhlr6yEY1fxKjFuXjnFlY4jXT7p4fLihnf+JpJS+2h7g8bCBo+NGVtPyowRZfqWxxPPbR3g0FvnT81p3WSBnFJYEyEmzc/pU8Hxa1pKEYRm7WJ7hewgIzc+NzR72Jw3jl1Of4XhYM8QrFwSFF/bR+fKXv4wvf/nLp8Z59OgR/s7f+Tv4j//xP+Lnfu7nMvdefvll/OZv/iZ+7/d+Dx/96EcBAL/6q7+Kn/3Zn8Uv//IvY29vD7/+67+OKIrwa7/2a/B9Hy+++CK+853v4Fd+5VcyL55zBcbh9Wa4+psRSLz61BuvjlB/s0CNxhh2f3sGqtIwBhomYJUAJE5x4zeWoAsppBNRDiiB349w/Tdc0NDYwaid5uabEWoPqXZOJuDaj2bvt9MMkFH50phj+zd9uEuRCbUOE/TGMVr/qQxvIQQZ7hANQKqPONJe1ZwJQqT8RIDmDwXLFE2lYKr8H1Jg+TtdlJUVhBIyOeCNCH7w1dvwppbvkXivIDhx8Hi6C1e2hQDaXyJ6o4EIgGv5kahd+IM/2IYXw4Ax6UvhLAnCb7bBF/sygewPR7C4HfxwCyX5XwXCgOCRZ+aAI9qszIuiHzbhTyXAsMFpCoTf20AQAUyauSlWBH8ERN+vCfU9gfDtkRqL8gEFP6b6nu04X/lhSaiLLf8XQuSBoN9pwp3zDAgAAfwRB/+DqhgbahNFYt7KPgF3BYuEzUwGAP4rZXgTCM0Yh/FR4kD6eg2lSIIMmYY7BM4SiO9VJZudyIjJurgTgIVBFuhIYJj2AnhLwYJn+/UQDoyGFfipZaqY6xM5FcyzJACdUxwfNVCy78n78aAEkhhQbAPr/cMNuEvLpE0+TyciOD5oopyYsaviuDOCsBfofNQ8IkyMKRAD4NXYpjHgHbuSvdC0gUgw5vcd0IRb81bk4S44yodU++5oLRDn8MemXD0fpDlc6ZjDmyu1lNEG05Sh1ANIkjOr5YATMpROOEiSFXgI5/CnKQjPrW0yfTDmoCGDPjxU3WOCsZGk5/D1+GMU3nXvJSDzouYpQX9YxVZnjLjqYDnzcbfXxu3NE7weu9kDOfN+ISkBeVBGD0BnY4oTXhNmOGcJvHlBxY4v/YDihYc7h13c3j4BgGKnZNvWX5mecCCNKO4edHBpc4hn9w5x57BrfGcuItgVCsUELKEY9OqYLQJcao+wrCxw2G+ARY6+N5mVcKkzwvsvP8abg7YAlCk9G8PbAu5pcThBGjqYRBVMnTL8UoxGdQmvMcN0GWA+D5BGziknvltlnUdwzIGRU+MUtcMuy75XkJ+2IDlPSIlk/LLSnNamouvn7QM7/so1oVFRz8F3UkyWgR4Xa5+DXe55hmZOA0E9hm5rgr3aCA8nG+gPawbEEI6gEuNye4h57OGNw64x3foRNTj6J+VobsxxbWOAN/qd9Qxpa/JxpbnaKCwJhsH0FCCx7tkV/CeUo7YxByH8XHWiLsPl7hDz2Ed/UAWhHJ2NKYbzMpKld772FIS3nYyAMYa//Jf/Mv7e3/t7ePHFF1fuf/3rX8fGxoZ+mQDAF77wBVBK8Y1vfAN/7s/9OXz961/HZz7zGfi+r+N86Utfwj/6R/8Ig8EArVZrJd8wDBGGof4/Ho/NzZSBzqNsAmUSlTB9jgQAveMJQuAsYrOrSSl4ILuLAc7UnL1DYDGygcOdROAOXcmTRkycrwMIJz8FJgC481QKlESAFgII/wSOYJxCs3nJxUlpY4IxEwK1FJwUaHAicZI7pECt30Ep4M1Em5RzO+VSuAaBP0ZGmFZxnEg4gmeolGUcEomzdGz/CvVxFrKfmQQm1jvam5LMomin98aiP7kye5L1pYmkJZbCtxaEAbhzYoR9aoATOBD0xT1VB5tprnRMdP46X0lMEfQg+p5I1jVdd2ki6Jq6qYW61OMabCGFAR8EqBzIvpf3BKkEQCOgfMRXd9EI4E+sNPKaAlHlI9MBWhNEhCBfuw9Rb0VlLdM5S6D6ULaZIvO8S31zECvhMGcHEaD6wDFpYNIRBpRfLZk2F7w0bOCk2zWkwChYMTnjBCjtuyYvC+yosjR4UIFL6vFXfTMfFMhMAX8IBANn1QQNYlMAMC9222St/UPjk6PKIYzDSzg2v22AlLrHKRAMGUqDVGtldVfw/z97fxarTZLe94G/iMx89/Xs31Jr19LVGzdTTVJNNmWTogDSkob0hcaALYw0uhEpgZIgCMIMMCIgWNbNQLStAYGZCwMGZBi+kAYe2pJJLebSpCg1RZGsZnd17fUtZz/vvuQSMReRkRmZb77nnK+qWs0qVgDfd87JjIx4IjIz8vnH8zz/B3pvhxvXAKBg99WUqqocZxMq9r863wQfWhOMV+z9u5VjRc37az6Y0XTd1CRZDGDva6PUqqwL3yiRJOz89gUft/Lt+i7BDd8mR5lQkeRi1OFgOOU0MmDnvWDAp/bPeS2uICewgEdCPIxh7TGaNdnpz7lQnU0aWXddKSujW8CEC3aeP7jAk9qwJW1ThEqBzSqSPDgZsrsz4zN3Tvjm+Z7JxeF+CArXV8lRkj1Tzo3laT2v8fZ6l8FgzqcsFe60gU6M5eedx7u0Omue3bkk6nq8ezlkvQhypasMHN0+quaqqmiBjo016XxRQwaKZmvNwc4EpQWzVZ3lsrbJqHXduKvKk4KB27S9pU0ZakQs0NWe/R+83/dbNpTqND9NPabTWtOsRUSJx2TeIFwG6MRaTZxrrwODVcfcv504EuEp2t0Vzw6vmEc1fv/RHeJ1HusjA8XOYEa/seLRqMdyXn9frlfXFekrDvYm7LfmfOP0oOgKd1MRmqAR8/zhOaNV82aQk12X/qxaT5y2m90VdT9J14wKBzIXrHma3Z0ZdS/mjZM9tBYM+nPC2GMxrT/5BolTPnSg8/f//t/H933+6l/9q5Xnj4+POTg4KArh++zs7HB8fJzVee655wp1Dg8Ps3NVH5S/9/f+Hj/3cz9XLZQUuT+7S/9rFQn7Z2b2sHWthmXAB1JmikSmHlhlQcr8b1tf6RzwpODEKLzGFYYUXGSKnMZ8AFIZXauJCSgmtwJkQdHaxEBglSqjqEqVu51aMgMbLG2VTgt88EgtMBq7S5Xlz7FxDDpX6uwxYSfPfejLv1swkoILN2+PcF8OR8ktFKvAuwtT+rdl0tIi0/NI8WHmKiVSbx0LgMpyamdcGUgiH3s2XnufXGCW3pcMjKW791kVC6yszGkf9nhGkmBl1bnsrlUvswqpvN/sp3Z+hwwQZ/MoSr+79NBFnST/3fku2PlXPnip9U07859XdG+A27d9Nkv3UZTqYiwoytm0KbOkVS6mUAIh5tnPjpdAUgF4lM677Wfsa7ZfBxhlgCgFDZTcP4FC/Ev2nLsU0Epn4yiTixSu0UXwYq08VeyRImWONMcUGz5PIp9wC3IK/ZYIEtigSv/olm/Xdwlu+DZB4WMfr30uZy12BzPOLnuMxy0atYhnDi5569gwJ5kNl5Jy7pu/1/Mac08x6M+5uupUJzl0yzYQUSrxKuDNkz2ePzzHkypViGwb1zwnWqATuDjvsop8Xt4/5e1gJ7UMVVy7TZG/QTG1FpzZosHdnTHD1pLjy54Bh4lgMWnwB4sjdgZzXj445XLVys8/iUJ+0yuRgq9k7TELm8wnDbxA0WqtOdqZkDigJ2P4csHmTbK8H/BQbnfb72CUBhtHa12Kb1PKSWbfb9kGLiqeT+Er/FoObhIlmS7rjCetnNmM0vU39blNjkgahjwLcjxNoxXy9M4VvlS8ebGbU0YDiJxRbbxu8NbxnnG7ytp8H2trWSkAvHrCMweXBDLh648O8+f5tiCnGfFCSiFdYFdzy7b3sUJXc9uut0PajZCL69ahdCxCajq9JUedKd84PkBFknZvRc1POCsTIryP8qECna9+9av8/M//PL/927+dKd//ocrf/tt/m7/+1/969vdkMuGpp54yf5RBTlVgrpNYb6O44MUGyNt66e5/VixVtP3TAiNl+i9/n6zCU1AI0Qhr2XEtOYDZYyu+wBl9rkpldSwSArKEnCLRkCYNLOy0O0ocIu1DYeraYSfFa0Q6JuG4SrkLqrAKuKuEOnVknCvsQBYXUVbAMwW3BIQyK4ATu2EBmLXKaKfNzPpQkktQPJeBDBdgOaBvY/MvXdh0Sixgx5LJWgECbHyW8kCsY2QCic1LmdYx1hEDrjKd17G8KJ/MLdFtewPYiHxcZetNGbQVF6p8DBkLnbXuyHz+XcBl3RzdUswBQ+F3F6gCuZUT517YZ9U9nv7cBlSsK1s2P661wwIUxxUu21CQFABRgehAu4CkCETMT4dAwI7dJQsoExVk7eiiRZlyPxXgp2Jt3WB9dPPjWGuOXRssdX0qd3n9MvWEWTfLhAcfwfLt/C7BDd8mcF7SlDZ6XsP3kyyZ6OlFj8bhJXf3Rjw8G0C8BeykbS0mDeRAMxjMGY3a+Q5txVq09W9XNsw3KVr5vHG8b8DOgeL4rG/y92Q7MSV5svUsZYgbNfladMRLh2e0ahGPz/ubCultivu9cWXUEC4C3lnv0uktee7ggvNFi9G4jY4lOpZcnHcZpZTen7v3iEezvqG6tZYWp71Cf++naEOeECeSydpjKpv4tYRmM+RwZ8Iq8gljn/UqII68dKd/i3LurOnfMkuJ/damJZglyFWNpPWEyXTej4w3gQ0BQmqEr6jVY1qNNc0gJkw85qsa40nL3GNV9fyxeaysY1xXpIa6mQMhjQXk/u6IbrDm3fEg71ub834t4WA4JfAS3rkYGqvS+6FZ31aEzgL2Xzw8Y7Ju8M7JbhFI3TS2FIi8cGAsoKM0N9Wtry+fK4GcWiti0FlyftXdnqDUGUujHfLs8Io3zneJViYpaLse5hamD1g+VKDzq7/6q5yenvL0009nx5Ik4W/8jb/BP/gH/4C3336bo6MjTk9PC9fFcczl5SVHR0cAHB0dcXJyUqhj/7Z1yqVer1Ov39LGqnQlDYOIVTGotyozeMqgpKUsHMsbScGMuyOqNPg5UDJxGBUvpG3CuV6kP12lWaBTVihzwFpy0pO4oCw7bL9BOvv2FFinMkUVig+t3Rh2FOgM9LjWGsgAl+t+ZRVW9+NUcH8rKegucMnGU7YEWB2tYsESFphII7ebkDS7xhmj1RcsoNASPMf64FoitO/c6rSvzALh3j+otHZkgIPUBVBpdOCnDGiiAB7cshHrYoGc6yZWAoIW+CEoMpC699LObXkuNRvgzwWSZTCV3T+Z/56NvWrenefI1ZHKAELYny77mfP8uqQX9nwVCLEgoNBOUroOMrDtBqkWLEHavUYXr82Ag1NHUwAKLoApFLsmiLyfTG4XaLibMhUACUALQSFnTplhLQO6olinbNXJcvl8tGJ1qsq387sEt/w2Ocq1VoLZpEkwnNHtLZmOm7x3NuSFozP2d6acnveuT+SpBfNJg25/Sb+/yHPsuEpfad0oHK9qOn1J47XHG8f7PHN4wVOHVzw4G+YK1k0AIbU4fe3hEc8dXvDi3VPePNkjcml9b1O2jSHtQ8cmp88bizr7wynP3znn8biX7bgnocejkwHnzTZ3hhM+d+8x7036jCdtM5YqAHnduG4ls0hd6STRymcqm8hA0WhEDHoLal5CnFok1uvAWO4+4C52pdzXKa6CgmUmqUm0/x9go2PLEIXUCE/hBQnNhmHdEsAy8pkv64xGaaJc2D5PZb3hSafTWnAcALPXnHM87/LO6U4BqHs1Rb83Z6+14HjaZTZtbMp307N1gxxWlk5/yQs757wzHhrL7TZq6nJXFlh01jy/d8F7o4Ghtq4CiO+npK5ww+6CC0secE1dIcBvRDy/d8GDcZ+lkxT07KprLEEbO4RPXm6waz9Z+S/+i/+C3/3d3+V3fud3sn93797lb/7Nv8k/+2f/DIDv//7vZzQa8dWvfjW77l/8i3+BUoovfvGLWZ1f+ZVfIYqirM4v/dIv8fLLL291D9hatEY3ApbPDvKPuwMy4mGL1d2UfchaatJv++qoTbTTytrJihDMnu+gmnnMjq2jfMn02VZxRzR1GQv7NeZ3DZuRyWaeK2GLw4Bw4JPl6UiVJC1gdsdH+2JjF1v5ktkdDy0FlsLWUOhqkppguSczRTFnXdOEPUHUEdmudab0KVjtGlYvu4Nt21Q+rPZ0wa3KFhWY7Lu5K04uY9zWJE2Hqc1xK4o6GuVbhJErlQhN2Ae81BRld/UFqEAT9VTJamZ+Ji1N1MmFc8HUeqCN1cRV8lPlfD3QGXWyZTPTHiR1WA9zRT+nc4a4DWGv2I6tt+6nFhrnGBiLSDjI2zf5GKShqQ5MewXaZpH3FbcdEEkuS9hL+7K029L80z5EHYr5d9IxJjVyJjkHmNr+XPcxF2SpWjW4QoCq5XFJ2rH8ZADM3dSxAEg4gKwEVnSQAyf3eRNJHp9k67sU6jrVmTKrTKIzNjTliw3CAdtedo3dPLBA1m4FOe+eJRNJApH9neXksXjBI3dp07l8lro7o5xOcpChfZmtUWULjQ68fP1Sqghy7OaMC3Jsji5ZXOJF2p9Ocy4V6agdIAVYd92PevlD+V3aVqx1IhGMRm2atYhWd42KJG+d7bLXmhsmtsytuvSC2GaUYDpuAtDtL4ssYKXNoQ3ld5tekS6elmRAacFzR+d49WQz147bti62kaw93ny0x2jV5DN3j2n1VsXryzK65ZYKmFamn5PTPu9dDNjvznj66JJaK8yUzXBR453Hu3zj9ICd1pLP3H/McHdmGNpuoqT+IG6d2tCCJyuf+ajJ+VmPx2d9RrMmvqfYH065czhib39Kq7/Eb8Qmp5J05sf+3Pbv/RZX3/VElv7hQysVG17mb+O+JGsJtXZIb2fO4eGIewcjBt0liZKcXvZ4dDLg8qzHelY3CSezD7pTdKmPm+ajAgy4MgWNmLuHIz537xEAX3t0ZBjT0pw4SE27v+RTR2fU/IQ3TvaYXLUMyKmS70mLExMkfZN/5/nhJa+dH3B1eQ3IqWpKQLu/5Pm9C96+3CmCnKq14Fby5b/69YSd/pzLcZv4ug2MdEyGYe2S80Wb8biF9DV7wylXs5bZALHj+oBz+MRfsdlsln0sAN566y1+53d+h3fffZfd3V0+97nPFf4FQcDR0REvv/wyAK+88gp/6k/9Kf7SX/pL/NZv/Ra//uu/zs/8zM/w5/7cn8soP//z//w/p1ar8Rf/4l/k1Vdf5X/6n/4nfv7nf75g/n+Souo+oxdqKZAp3sn1bp3Jc2lwqVU+0jJ+LmBxWCu6s2mN9iWXr3gkTb+Q7wIhSFo+l5/1ihabtCz3fEYv5AqLC3Ymz0rmh5Jc6beuM4LRpyHsGBYn6yIjtCZp+lx9Z4JKFS7XLWo9kIxfNkxuMsv1YRSu2dOa6bOqAC7s7v/68wvCfvG4SDRxE+5+8RFJ3T0OIoawp2l+epQrg5jnWCagnlohn89zUbhgbecz54S7SUHxBKOI+58fIxr5Lqi1RoW7CZ/6zgdmp0lQ+A4lzy3xX5qa+o4SrwK4992PWR3FBaVeC6O8P/PFB0RdXTwnYbWv2P3iMUmtBFoELF9ao74wzRN6puBFeRB87xWLu6pItZwCj6f/xDuEfdueQIQxMobFHc3wy8eGXtpSRadUzPOX16y+sMiAQZICDhXA3g89zvuy4/UgbsELP/omUU/nOYLsuA4UO186zhT8bH4FxJ+dI797nN4sZ30RsPt9x6zuRYUPiBaG1vnTX36TqKey57Bsbcuei8Q+37B6JmT3+47JrH/us/P5MetPrQpxUiIx8g++fMzyQOV06um5uAmt/+TUgLjsfTDXz+/D8oenWV+uTBffozj/7hTU6/xZ1AJOfzRkdkdm8TgGPEHcFBz/mZCoI1OZDWAQSjO95/POT4hsg8N9L4+/WOfx96XPdTY2I9C7f6rO6IVmvgalx5NWwBs/1SDq1ShbmFd3W7z1ZzrGzbFkfbn8Qp/HPzTI5MvaFYJH//EOs5f6eeW0Lx14vPcTeyTDFh+l8lH8Lm0t6eKkYsn5qEO/taTWjIhWPm+e7/LM8IpmZ130YCwr5akyPR638L2ETn9ZzIXzQfQGbUgGHp4OmIU1Xjg6w29EOX1z5TXl6z1Oz3q8cbnLi3vnHByMr8+3U9VO1blSPzqRrOcG0FzMWzyze8WdwxF+PaXhVsbK9MbDfV4/22O/Pedz9x8x3J0aAGfHVCVXtjZ+MDCglZmP9azO5KrFycmA4/M+k3kDz1PsDky+oMPDEYPdGc3eCr8ZI4MtANOVzwUW5Z83nPOXCXJ9g4q4ARIqjpcBR2qpkbWEoB3SHizZP5hw5+iKo70xvfaKRBlijgcnQ85Oe8xHTeKVX+1eZUt5A+4mWTfO53MpPEXQjDKAI4Xm9x/d4dHJICcbkJpGZ80zdy7YbS9452LIyWl/ezJMt5/bFtei1Ih44e4Zvdqarz06YmFZzG4JBISnGOzMeGZ4xRtne871VL9XtxUzrec1YsOQNmsSTWs3Xi8DxVP7VyzjgLMLY2zYGcyYr2u3oqF+kiK0fqJQPP7Vv/pX/Ik/8Sc2jv/5P//n+e//+/9+4/izzz7Lz/7sz/KzP/uz2bHLy0t+5md+hv/lf/lfkFLyUz/1U/w3/81/Q6fTyer87u/+Lj/90z/Nv/k3/4a9vT3+yl/5K/ytv/W3bi3nZDKh3+/zn7zws/heqli4Fh03bqfso56WLPB/w3Uov0YLszur3Ta8Le3ZXVTbL1YhFKki6l6XXiOdmB/nmsbJAu0JVket7IFSgdmxdrPZW0up6ZuCVSCTK62LSHew0/fd3ZFPAoH2Dd21tvJaq22qgLsuTzbeSaUgoRBYniqblqbYxhC4z3Uwh/v/799n/b0v8ugH67mrnQTtaZO0zVFazfjTXYJEoKVhjMmu8fO/zaDz9UbVDOsZ2ozDldWeE6XFwFooZJT/bZX4pGF+z5JTOnImdZNjQmhz7Z1/dcnJDwyJuoKkDv6yOA9CkwEtf5XfEy0NyIzbpp0sHiXtT3km91EwFdmxzOIiTbLWYCry5ywFjXHLAL6Mwc42G5hzMjIMe2X/3Kin8GeyEDekBdz7lRW1336dh/+XzxH1nDkUkNQ02odgUlzQhDJADcBfkFsc03sW9sGfF++Lfc6jLtTGpJsBZo6ENvOeNAS1kc5yC1g3sahjxlOb5ZsBlt55NZDUphp/bR4ce4+1B6uhR/M8oflwjtCa1WErvV+SqC1pnkcb7mo2YXBtlLNA2jrrnTrBLMZbRNm9t/O43m9QP1vlzGsKhFKoZkDYr9E4nhdBkIKkV0d7kuBygRtfKLQm2mnhLSPkdFV0sZWC6KBDcL6AOCGOV/zz1/8B4/GYXq/HH9byUfkuQf5tuv//+jvIZuP6ysIEDO8PZpyNOsRrn3ZvxXM7l3zzdL9IO71FMZBBws5wzirymY+bFfTQti/y9eo2Jd3xHgzn3O1NePN8l9WsTvd36qgAZq+EeftVbbquKwcXaC1463T3ele2sqz293I/5T7TvoSv6PcW7LfnXK2aXI3bJG4MgTRB5veGY9p+yPG8a1xwojz+wz+r8dI/fMDlH7/H8Y/E+eLzrSrCUCZ7viKoxTRqETU/wZeKRAvixCOMPaLYI448lJKoRIASxX2R28ho5y2UPPuPFe/9SZ9kGN901aa8DqiRvsLzFL6fUPMT6kGMnzLGhIlnYpVCnzjyUbH48F32tpSjX/LZ+cpDvvEz90n2wgzUBo2YO8MJO405p4sup+l757qf1ZoRB/0ZdT+uZlP7sORP37FOf8nzw0tOFiZmL4tHuuHZ63y9hgxh9j1L9nenDBpL3jzdJVqmSTs/GEZPZTSWmZ3BnOmiznpeS+nGrxmTp7l7MKLux7xzsotKBIPBHGB7vFCpqOWKB3/579zq2/TEMTo//MM/zJNgo7fffnvj2M7ODv/oH/2ja6/7whe+wK/+6q8+qXjbi93t9KyG6oAdZ6fTKgJZPI3W+YfBnfsSY1uWj0Jrw0YjTXuFYF+lTaZ4nQb7CxCYOlk1C3icXWADxsjjdrTtX2S73ECBMMC6v2U5MizLU0pSAA4o0ToL5MjiU6AQFyQTbYKYAaRGawMaRFovI0Sw750dn5NcNOvTtmk9QOw0OW1l57QzLtueFgVAYkGZpb9GYSgxRS4Tscj6z9jL0r5F5AC2EiiTUbGuLQUyBOHcA1UcV2GHSxuQgzTj1QJ0PSCpp3Mf5nLY+lZemQFYslgZIQ2lcnavHEVFaAimeV6bPJDdyCeSHAhn9wDw1mKjLTsGf+4sjI5CYXPRFGJjRLFeGSiiTL6k8uaW/TuY589CIeYFqF05ACe1OGpPIBNN/TK/Dy6Ns7cCf5F35sbc1CYuGxoZyBEJtM7ty5I/x0JrRAStkzjdBNSgVBbb460S/IXzEGXya2rjKGvfjU0CaJwus3HmsXNpjp3jRTZv7jokFyGNZZSfI1+LvMm6YKF217bgfGYWnLLlWWmC42lx3foIlI/sdwnAZmavV8dDxauAy2mb/cGM4/M+s6sWD7zE0E4n+3lumi1FxZLLqzY7wzm6t8p3cm2x7/qTKj1aoJVRTKLE44X9c972h2hZ3wQ25XXDXq/TxKSPDjjaG/OZu8d5HpBtys5tH0ureHo660tHktFlh0lKw/384TnnixbjacsQEiSC5bTOG4t96s2Io8GEz99/yOmiy9m4Q7Tyi3rlk+zOKyCWhr3rSUoadxTHknjlsxT1VFfQSE8jvYQgMACi11rhSZXd0kRJokQSJx6JkiSJRCmBSqS5Jek91O6gNGgpiFseSUsZt0f3cZEpaBQaITTSM0DG8xS+VPiewkuBjEznJ4x91rHHKgyYL+okqaL+vkHNkwDyqmKDPdPfpa9otEKO+lP6tSWP570NqmiEobDeH8xoBRGn0w6zcl4mdywK814/SZxT6XmSgeJgd8Kd9oTXL/eYlTcqbjF3KoB7ByMCL+H14/2c7e9aObjdepCCnN3hjOmiYUCOvgHkSM3e7pRObc0bx/uoWNDpL3OGtVuAnCctHzq99B+64vqg22LjZtyPvOsbb0FM2VJj65XidYCsXlZfkdNTw4Yrm9Ape5rIFR6NARPC0j1nynP6UkphwI4dl+PWkzaafrBE/hJLQ3yQKfeOcitUGsORKmuW5cuCJ6ssWitP5mKUAOS0ysJZdLKurYKdKYekcQslQOTUsQQChUXVZZ2yoE4V67kWKi0BryhH1oIo/l1YU7L5IgNRbrvlutmfMpfdgNJ8Ddnox12c7XykMVBZX866KpN8jqx12oI67YAlt1iwWJDVAZ7uHLvkAq4rWrbIuWNJLWR2PLrcftqvCxI36KEFiDi/LgcApd/T+tbN0SULcOvLOH8/ReLkuik8P6U2NLkbp3tfbH0LgJTz7LkgJ9swKAIpt+TALE8mClSSB2wruWzONVX9Sfsg6AJrZNXala1tVSCmYtOncu38pHx4xd5kCVu1Cp3nipn4Cf3egquLDqNRG99TPH9wwRvH+8Rrh5++og0VeRnYoUc12LlGjK0lVZTn4ybfjPd5bu+CN4YDkyPNbfu6drVAhR6PTwaMu02e373gotni5KKfZ0Ivy1lVyudcZdaVF02y9jg/63FVa7M7mPGpCsCzmtV4e7zPg1bMwc6EV45OmMc1Xl/eqd4EuMmyI3kfIKdiXOkzgRIkMSR4RMDCcXNCYECQVBkQkVLTqEX4nkIIjScVUmiUFnglBXsRBiT1IY29BTvd+cYtTJRECG3AkxIoJYmVZLmuoZQgSSQ6yYGMtnrJBx27LU/SlHtf7PRnZEeCZBDzyv0TfKl4OOkZkgHXyucAnE4QcjrrcHzez5jWcnlLQkk2gMuNcuZiUWuFPL9/QaQ8fv/h3Sejjk7bUx5EfU2iBQ+Pd4sshzeJdtN7Kwy99c5gxmxZZzWrXS+bYwE+aM947XifJJI0O2va9ZCzy15O3nDL8d22fPyBTuYq5mrDOUjYoJx22YjIlR03f02hlJSGSnCEc0/cpH+pi1ueWd30q20gscK8kCLvP6PbVSBEGrOjrZKZu6BliqUi10xTFrccZIjMvUc7H1stze64wiFAKAzGzp3OiBCs5cieygBUGYxZEGfFct4710pihmaBGxQaJ1fSMxe7VHzrUrYBYir+zvq1l1swIfJ2yq4SBXpmW1LgkYEjnY/BBQJlGWycjnXvK8tdsKzZa2zfZVCCc8yV0x53WOwKVihHPuuirN22KbaTzVt5TBboWXlK7vaZiyKl6yiDkOKYs9gcQRGcWPAiXXczR05y18H8GXTy4jhyFN4JXQJbJYCEcw7I4uaqxmXGIQoEB+ZgCqay/vLzriWnvNZkwCvZUkfl608hJgenftXvVSAn6/QJlZNPyq1LFl/hkSteW4rWZExq+wcTLi47XFx2kLua5w/PeeNkzyjomw9g9uDdCHbgegWy9H7l73sOxl6P95FKEPY1Xj3ZBCrXKK9apfluVkfc37/i0/eOeeNsL0/uWbWrU5bPWSu3jiVtR2NY5E5P+1zUOhnguVy2GE1aJKGH9jRJCsJOgh797oKgvwYpSWoCr56kDGm2X13oo7I8iavbk7x+dlypJcuCoI3+Sgp1+RgC9NrjqZVidd7k8TIorZnvwyXuWrmpHudtm71uPkvuAMIHpCaox0TNGkiJ14p5MO4znzWK+V5SN7b9/oz2NoBzG8vIExbpKwaDOc/0r3hvMuQydeW6NchJXQfr7ZD1bkD9QvL4dLCZCPS6zY3r7kl6zrirGZCznN4QU5PK1O0vud8f89rJPvHa0EgP2ktOL3uba8UNYwzqt3ep/PgDHSh+rLdZd9zz2/JUWC+WNEblpms2+szAU35cK5CxQgVya78agSBXsjQiP67JXOLSk/kusjCKdG6hcZKL6rQlZepYxdQ8Z6nrTqoMWzeegmJtleLM2mTmx1p5ZGzqKkcpz5TGCkuJBTwbiiglZdP5kBUsISnIyUCfMnK4OYM23LHSvlxaZJ2Ct7Iirp25wJE5s1qkhANAPpclsOFaUNzAe7dOQSdwFiILSjasMO51DjgojBGnHUFuKXT7kM6rofNx5vc8F8zi5oLsdh6U03/pXpbHvGGpcYCQLFnUZKbcm38y0ZkFqWARcu533p8DNHRuKStTRMsSqKkCOYWxZxYfbcbggJbcQpWDkez5Tq0l5Tw7uO1mhATFMWwtGUCsWIfKVppSn5WbN3rLuU/Kh1Za3TWrqGnAyS0+8FoJppMm3mDOYDBnPGlzMerQ3DcJRStzaZQU71uBHVsSYVx+rRWivJ6ULtMaopVPdwyLO/CpozPeOtsx8QCZ+d35V968Ta0t8drjnce79PsLXj445Xje5eyy+/5y7lQVB6BZuS3gOa91GPYWPH94ziSsczFuZ+5LKvS4uugiLgNILok6gi+kbm0X0zZhGiyvNxZH8pff3VX6MMayMSYqgeiGLPbXTMxSnUSY+MZI3Jx09iaZ3L+ruvswpqFqbi24EeaYDBTt1po7vQktP+St+ouQJPC4wWy3GKdVb0bs90wMzum0w+MqC877lRM270l63K8nPHt4QSAT/uDkqBiDd8v2hdR0+0ueGoz45msdE9vr3sPbtFd+10vnrCVnumgULTlVz3UKclq9Fc8Mr3j9bI9wGRA04oxGOr6NO53TnldT7DVmvHW7Kz5ceuk/rEV1G1x+7z74pW0zrVnf7zP+/C6F5Hjph370+SHLp3omvieN8dFCgC85/f4hca+R1bU7qHGnxskP9NGB3GBrW9xtcvEdeWArKX0zSnH52RbTpxu5AuQoGyf/USMLYoZc6VHNgJPvqaFqMlOQrIK22vE4/3yQ0sniuN7A5BmPyTNeAXBZxfzi84Kwl4KhjLEN4gZcfJciqVkZyBT6sCcYv2gVwaICt7irmd9XBhA4MggFs+diwm6ubGYubB5MXlCIumXDI1My47Zm+UxU3H1Pf4bDhPV+kr9rzvyvnoqIW7nCmYEcX7N6JkTVrRwiW6CTlmZ1PyrSHKfn1juK9V5iFPDSzsjyXkzY00WAhfGVXT4Vk9R1BiCSumcopDua5d1kg15aCwiHmnAnff4kBQa15aEibuoM2Lh00asD14+MzJSu6pr1XikJXDr3UU8RDlU+R3ZcQrPeUSQNXQR86Vyvd5T7bSkq+uTzZ0GzUIYlbbWjMwBnz8nYkArELTJqdDSpe5pmvQtJXeRtWbAjYXkoCvfXPotxQ7DakcUYnPRZXPcMeUAmZ8ZQqFnueKiaqIwVWu36xt2T/LkXSpPUJKu9IH23nXFriLoBUTfI58VSYGtDRpDUnTXKus9JWB+08hxf2T0V6MDLKfBLJWnXSLopEUvJ+pN0G+iGwyNuCVaEQPVbxgL+iTXnW1p6jZWhO36CYmmnPan5iU//Ht/19Hs0/YhAJtzfv0IGJfN7hfJgY3bqQUS7zMZWuBZE6OyKuD8r65sFSyioXwpOZx1eOjqj3V8VqZGV3QHb3oaOJeOrNl97dES3vubleyc0OuHNLGOp3NeWqq61yCipz8+6vHG8zzryeWb/iruHIxqddUbRLVKLSX2kePXxHWIlefHgjFeeOmZ3b0rQjBCeLr4+VcCn6vj7LVX3J5K3U2q3lKQu0MEtGnDBq3us6pzGAGhNFjeblQ9jLhz3PSENuGl2Vzx955Iv3H/Ind6Ek2mX331wj/o4fVfSZ1H4inZ/yTN3LjgaTLhaNHnz0R7TUauY18j11X4/pexCIUyMUG+44MU7p0zXdb7x8JDVrARybrQemfHeORxxpzfhmyf7hujn/U5rubv0760gx8rofihTkNPsrnh+94I3L3ZNQuRawl5/xsWkvUk+UvU8uWJ4hoJ6tr5l3kz+iAAdkWj8lTZuY64LmhDIWOGtVTFmJ1UKvFAb1xSgbBXy1hR3ZC3gURoZ2Vw4Ole2lWEskxXfNR14uatPSZkyCQDJlbbsIUjBTq1iwKn7is1kbxUwG3dgqYtd0GFpc00eklyxs+e0FOi6yo4Vdv0l6Lp26ueyas/kqJFJ+i/KFV0aylhhYjM/bhJH1VAgZBZ7YftM6prBwTSdpOJc0YsRvdC0JxyqYAH7d0ckrfRD5bg5aQ+eundhcrNYS0w6b3FLsX9vlFM9WzAhgIM1zXuzLIeNsQSZuejenRL3kgxcZDl4aprnXzhGOe+njBUyMiDt8FPnueuhyOUTTy3gzsq5v2QWpIMXz4n6qgAGEQYQfuozj0gsCMICPEHUV9x96SwbZ1YEyHsLGk9PNxY5LeDuy6dEg8Ts9CVkfaqa5pXvegdV04XFyYJhrTUydnI2KXN8vZvQ/PQoP57kz9zqhRXLe3EOPJLc+tj43gvWg5RtzpEjqQvk912Zn0n+TMsYFkeC0fesc9kcuvXRKzB6yawTVk7zXAvOvhSz2M/jYOwmRNSWHH85IWmUNjQULPd9Hv9ASmxSWiMuPhtw8dlgg+ZeC3j8xwPm9xwWrnR1Vo2A934kIO7UCm2hDdPbwx9uZCQnmcua1oxe7nD63R2qyvH3d1k85eQPSzdcdODz8Ie7JP1m5XWflA+vXEzaHPRnBI34eiUvUxJTC0QiuBy3+c72u/xfj36F7xw84J2LHTypuLc/2gQ7UGxfG+rq0ahNzY/pDBbVYMfX6G58PbjZUmQCo8s2b57v8vTwir39CTJIN1c8fasAba0E0crnjYf7HE+7vHxwyuHhCK/m7B7YsWUfTIo/Cw3eQvBUkU3WHlcXHd58tMd42eCwP+XZOxd0BwuzzmHWjmgZcHrW42sP7vD25Q6d+prP3DnhpfsnDHenBI04Bz1a5AQJZfndsuHz+z5LTW2/d9cokva8F2oDdLcBGLdsUYo3XAkleVLS8jWFnbJrSoUibf8WwgTw19shdw5HfPapx3xq74JV7PPq4zu89uCQ8VUbFXoFXWO4axLLDltLTsZd3nm8y2zURG2z4nwQa5xz74XU1FqGNvpef8xb57smR0/k7HS64Oqa9oJGzPN3zgmk4vXHB4SLoDidN93za2U2P7xGzM5gxmReAXLKMkGWnPRTexe8fTVkMTUJQfeHUy6nbUNe4NR3+8pkdpuVmuFwRqIks8kNjJUFcZ6QXvqjUjJ66ef/Kr7f2AAqW/3QyyxEbsxOel2le4iX7ogqVbhmo67nniu1IUv1HVlsTI3dQa6dTNGeR7TfytzFjFuSyJQo4w5H7nrlpfWsMg15f9YakC0aInMdUildtQVNlljBTUaZyeluSPsiX+B0qa7I/y7KA0iojTQH/+PvE3/Hpzj+/lYlLXbmEqeLbaCN9aRAdWzjfhxXN2v50b7OdumUrw09tft4WBa9suudzsemvTRYX6S/p7tWJSt6bh1ShmXt7q/MePSlTkanXLCI2DXOgrAUJNg8OyImo/UuWMQFubtiCjbsfVA+GQW5myjWjilrTznXabJko27yWdclMWkYuucMeKRjOfrKAv/fv8Hp//lzhP2c8c+9hyLOQaYLQLUw99CQDuR1kkCYj7CTKNT2lwRmXl3CAUu6oT3w1rlLWjkmzLKmZeBEgaoLvJUBOMZVTud91ST+KqF2aqido9129nwoT+KtE2w8TlbSd0dESfauZh/cQCKjNOYn68duaHjIMMnXLlvHM1YdsYoLbnJmXBJk2hc4gEajAx+hFMTlGwK6FiBCww4XJ2v++Rs//4eeXvqjVOy36alf+H/QPoBhe8lxVeC9W0oKoBBw9+iKL+w+4jJs8W/ffgaE5rnDC5ZRUO1qU9G2SOMBEiWZjps3Mx45a17eSLFK73drqBrMPm343/16am0SmndPd57MTSXtT0gTEH5vb0Q7CHn7cofFtH47BipX5qqflH4vF2HocGuNiN3enNPLHi/930dc/MARp38yLFqnUjrlVmvNYXdGN1ixiGuczdtM5w3jBpfK+r41rw/L5e26Ma8lT/8ivPejEt1JP6TXzZWiyCh3XdtVpQrgbHFFK1wmyNjnavWIYWfBbtMwVF4sW1xO24RrfyM+RXiKvV9qsPdrj/nG3x2w058zmrSIQ89JoPkhzfOW8clAsTuccb874sF0wMVV53r3zG1uYVLT6q55dueSx9MuV1edbLydP6ghI5h8Ibw9yNnSvd+IGfbnjGdNwkVQKUvhT2HihF48OOOdqyHTcROZgpzJosFyusVtdst7KaSmM1jQroecnveIJ9G3jl76I1c22IVUAbRcC3KgqFikf2f3oNy269deppYGR0FOd4eFyEBD7vvvkBm4K2GJHCE7rLTZ3Sennc7WB6Wd69JziIJySMrQokkVcysi2rhxYXX8fBfLvjFSi2LQvSQnNhCpgmpBklV+LdhwFPqC0gx5vAf5u2PdlNxYlOwdSNtw41+yHDbZvSn+tH0KjfFHrgBBGzsL7su3bdHQZOxkCKdbR+6Cm5kn0X4RqFgAooJUThsblirr+eSQAweBsYpJU991s4Mc9Nh+ZEy2USRE3i/OTztPdl5kxIY1z9bzl874VX4/DJBSGVADe8wZRsHFk9y6aMkzkvQxToGLn+RWl6w9bd4Nf5UfyyyOIgVgcW7FsdTtxXZ08fnQGm9FAeRk3xoN/irZcDMljeXzomKgZEYSELmulTqbHwC5tq4Uznue/pTrOF9PnMSgIlaQlIgHbAxQkuRKmEonIwNaMRuaVtq+WD+ZO9Un5f0VrWE5NUkh93cmnJ738mzqG5WLSp9G8/DxkOOLPvs7E5qtNbNRk7dPdnn+8Jw7e2Men/UhKYGdwo4I6NSy0+8vGAznjEbt62MyROlneR3UpX8I4pXPO4932dud8uKdU965HG5Xctx23D9T6847j3fp9JY8v3vBpNPg0UU/Z6OqUgSrZLbtl6tuU861oXdez2s8XtQQVwEkCeue5OmjSy7mLZaLOioWoEwszyxsMZs0M9Cz217wVG9MqDyuVk3G8ybhOjDXOLFCtyo3WT2qFNDr5qWyD4zXh6+L9RTGKlV2aSszym1r2z4X2YbnFtnsudLvmTolNX6Q0GyG7HXmdIM1sZZcLFt883S/EtwgNX4tpttesdNactG+D0mCPm5wHnq3Jxh40uKMwwKzZnvNMztXJEry6uM7RMvgyZnpUpe33Z0ZB+0Zb13sVL9X1+krVaX8HgiTy2unt+By0spz8GxcJwr3qd4O+dT+Oe+NBgbk+Jr94ZTp8hqQQ9q3lSF7dzXN7opeY83xRf/J2Nn4owB03OKCm3KwrRBFYoIqEFNyeyswslk3tY1YUKeOAxIMS5XG5IQRRllJ84EInVtN8nYM+HAVFyEdel3lBNE730QLfOw584l0mNJSRVbYtu0QPWfMjoLsWojs71ahtzvnmRtVqnTnc5wCMieA3wIjl/bY7t7bubZKOe4/cgXdtm2Bi3bayICSHWdJqabQF8g0CLPqg+6SFuTza/sSBR3CtU7gzJ0WxWOFhLD2myJBybxtW1zZC4DHlgqLV1nWLGYky/WUns+SaJbmyAFTmUXJAaqZK6Ptzxm3jMmD7B33Q/eeFObHgpzsb8f6khSvKdBYawf4WBlsXZ2DE+vOVrjv2gEV5NfliT61edecORQ6P59tSiSqWlOx7SuNwMnX44wxWzfUpix5O/ZdLJ6/lnzAkb+4rpWAWdW1FX19Uj7kku7qz8ZN/KFiZzjn4rKDLsculK4BsrU6CSVnV132h1PClk+09nnzZI/nD8852h9z7IKdsuLogJ3xqEWnvzQkB+MWKrqJBo4i2Cmtw+V6Opacn/WYd2s8s3PFZbOVEwzYcblKr9t29l4LdALTqxZfW9Q53JnwmbvHPJz2uRq3TRxFedGsKrcFOBtjNl9PLzKVa1PN2bTNbmfB3d6ESVhnPG+yXgVGyXZBT6ro1Rshg/aS5/cu8IViHte4mLdYrGpEYYVyzrfvlVSeQHulDiWFtBmV5TrwAuSLqVOf4vg24puEYSOr1yN6rRX9+oqWHzKP6lwuWzy4GOTWmBK48VKwudNeUJMJl8sW75wN2ZmazmQsiJ8UZLyPIgT49ZijnQk7jQXvjIZMJs3tmxvl4mx2CGES7T6zf0WsJN94dFi0lDrPdJbX79aCur9r6u2QQWfJ5bginoZiXUv8UG9FfGr/nEeTHuNRC+mncTWruiFAuW5jYosMu50Fx0/KzpaWjz/QObsA4fi2V1ltqoqQZJyR4nr0KEqZxc1BUVBORFkhsW1WXQt5/fLbL6XxpZ8vwPOojxxf+o0+3Bd+y7kKFz7jpubIX67jgr5yLqKSDBlDnQsCS3PjXmfry1WMWi7x33jM3cVefg6nnXKbjhzaM7S+ZYt35fvhuPtpTyJjVXQDrHhmsuSLW/7eKG5Mht1VTzTegzOeWu1nLomViqurvGtdtJA5FsCq/q+Vy8oknUS5DtVyYd68nCbZHCj9XnYNBROX9ugMtV6z/68vUTW/aKkof9W25JnJA/etxWPbeBy3Uaf9Amhx5S25euXtlGQrj9XtD9DLJTqKqU1m1WAkk19vvu9K5+tMuVTNq9u+c/+2zknVGqbVpiy2HbcoDeJJv5KflNuWe78o8QMDKLQ3IGoJ7q5MjOdNRYYa7dt0Ah5JsMewJgiWxs1yFtwjakuO5grPtndtsxIte8QNwVECXqhuqL+9NE9maE+yeq0igFS0Gde6JG3B4ULjWyvmk/YlPLTY56RxAE3BwUIbt9QN4P6+hnBt8ZcRer5g599fUZ/20KLDLBAkTUFbwmC5RRYAArToMJKgAkHcEMgAehH4KxMXXLX5cuvyIY1XxprWWyP8VR9VJkG5qTjfq63Hn0BP1cIkCI8bgrjeJBI9rtYwXZuYyoaG5pb5Up4gbgqSWpNl2CdaaZqxpgm03xyh5wue+uWIuHkDsH8/xY7XfpKEIGoHLGstzmaabqjovt/bLE1bY69Nbaa4k5JOlUvjbI4/XtF92H/f/cTNABm1OIqq+8hKYZw1zkSH9kzR0YagR/l1BkvNUN9mPSq2G7XaxKrN0Spfl+JI8uCWTXzsgU4ymSJEcHPFj2q5uvp2S/AtKXbDPjk5hZPT99WGLv28Tdm2RlfVu+7v2xQNxACPj5+onSfp+7ZylTdh3Z/l409Ssvv46jfedxsflaLm82+3CB96SfQnQOdbVTq/+hq+qGKT+XiUahqMj08Rbz+i8/ajb7cY39LSenB8c6WPeGn85mvfbhG+5aXz3uNvtwgfeon17V2s/0iwrn1SPimflE/KJ+WT8kn5pHxSPimflD9a5WNv0fkjXT7KeTAqiBieqJRdD6vcg8ouiVptHvtWFFeWzHXvI7LnsM3Namv9Kqfrj2jZEifzSfmkvK/ieSAqXGaqXAiftNzGRfs27d5WFl1yK5W3XNOqXKrLrpm3aWOb+2XV+1rltvkkxXX99D4El6cq8qEPq2xbd69zZ7ZzkyQ3j++6df3DHs+HNU+ZK3N6Hz3vdm68brnu/Xq/3wjXnfmmPp7kub2tXnPTmrHFjf/WpTy+2/a9day3hy8fe6DjHezje07ikuseQicGprLILQ9LOTblOuXOjfsoEyO47ZT988EwhNRriDBCT2fg+9DvbtazD01J3kK8DGzGt7h02LJ03HMWArklniQ7Tj4uT2TsWUBGsmBjQlzShSz5YqwJxiv0v/s63qeeYfHSrhOQykZ90y4F/yvlCWTqt5q1q0w8i2UgKxAZYOiws7xB9ja4rHhO/QJhAmQU0FW+WRn9dVr8lSIJBDKG7qvnTD+3RxLY+KjqGD034N9lhwMTZG+pwbNcQMJpJ503K4cN0nfl25DZZU3DkEzIuFzHaSNx/raPs4bm6+eodx6S/MBnidp+wUfb0jkX4oGcfE8qu2/lvooxN4XAfvucCIFIcuUrYzcrv6cWC1fE3pjfKcYVlT+2WiMmcxM3121vnDONm3fBEoZkTG3OuY2yjSzguo9FVdxUZQxSOr7r1rqs/wg+/t4r35by4M+/jFcv5oLI1x0IBybvWjAXG+/jtuJeH/XM+xBMzcGoq4nbmvqFxAspvKfl6zNSF2lycmkPgonJT1VV6leapC7w55rOowjtC5Mv6hoZC0WYNSbcMbnVapdFGV2ZKmOYS/EQdg7CnibpKryZzOXftkY7Y79O5u67iuH//hqr73qO0//o9kkLK4mqPIhbmqSpTZqDSOCFArkWBZbLG0sWH2F+1x6omslhpwLTNmm+tw0/ZQ1CCxNTGQpUTSNXknv/R8LDL3smp53tQ5TayB4UTEqFxMgtY4EMQcSikB/vtr7LOs0/p+qapGbGgtR4S4m/MG1f19a170l67uCra5qvPuTxn30uS5KeXZ/YsbLpz151HwWoOoQDhfY1wZWR81p5btFm3NZEfYWfPr/b5nFbXH/3XYWMNePnbwKsJvVE1NX4S4G3ur56lYy1Sw9vZe5b1NPINfgLsTl2RweoitnSAsK+Ribgz7Zfn4Qr+H/eTs6PPdARzTp4t0ws5NI9q03mszwA31EQqoL6bSkTEzgAR7sgRIKIVZb3YluOH+2ZxYhuAw/QvofqNbM6WQA9DggRxXa0b7V6028ZcJRz8mT5e6oYvaxc9lqbV8fp2zCqiUzxchVvN6dOgTZaCGoDn84f1FH9FtP7fl5fFBehAnhLF3ibiyejunbm2bZT+Lg7xD/aZ4N1rZAHx73Nzsc1SziqSnNTfoR02qEweWeaxx3Gz3qoIJfFpdvOrnNyvti+C/lgyouH268DfrRvWFjKQM1Scis/vVYV+1A+meJhZbTA0QKBAmNbKk/9pIUIfBYHNcKuLPQrnD4KQCZtx53TAhNb9nG2P4sAK29D58qcVRQtC5ymABay+6bdOs75WBeBjtKp7BovNvltkkErYzq0srr3IGtrG7mBQ+KQsSJex8JWuKYC5Ehh2OCyjtP3UDtj2dJ+liQ4WVee/6R88DJ/IUQ27Q5FWXMBrxmzvzPhbNwhnNWKys0NOSwQIGsJuzszVpHPbNwEAYf7Yzq1kLdOdkmWNqfLNUIKIBa09hb4njK5dtxcH+m1M0dpiX4vzaPz4pb4rsqdFfND1hN2hzP2WnPevRoahqY0J9m1Mm475RnGpvufHhHIhAfjPrNJ01BoP6Hybct6GLDzay2W+wHzl24RJ1CRX6SwF5rm6fH9hEYjol0PaQURUmjWsc8yCliGAWHooRIPtW0+tjxHImXDElIjU959z9NIqZDpMSk0Qmi8lFFtsQ5Y/W6P+vMTWvUo5WcRaC1Q9p8SJIlEKYFW0pxPY8XjEnWwVsIkpa2QUUgz/iBIqAUxLWf8UeIxWdWZLeooJUliSaK25CCKJfhq893YmCfzY/luQLMWMH0W4r0b7mMlODfz6tUS9oZTDlszzpdtTkcdoq5PeF0+nm3PnH0Pagn7O1N2movsmY2OSkqBbUOleqFNwlv4DtaQIduf07Q5myNntqyzmtWvp353xt7srnh578Lkyek3kZ5mZzAjij3G4xZhBYtgJqPY/F1ITXewoFcPOb3oEYYVAM3qXMvbx+h87IEOUPyY39KFxu68FsCOVQ6UKio97jl3BctMkGkd25bWOVuWa2GpaktrtOeljFhOnQozrkCgrZKGRlu2FFe5T5y2lTC00hUJMAVArMG3YxKbTFwly0KmVKLTPtMFWVuaYKcvIYrjsaLKVBHUZGCyTEts85gIhaG6TFLAptIBpN+wbMyaLEFmVcksIWBy0DhgxeaZyea4YjdCO8ez/mxiUMBbQVIno3UuJ/ksMG06QKFA6a3J7k9G453WU16aJDPJgYqMUqDggoIUwIgSDbprtXFpoF3QZK05Iskpn428Lh108TrhgBBLQy3SejK1ypSB0gZYydrOAY47z27uGyMfxQXUjl1rRHrCTfrplgLYckBHftBerzaBRblUuVlIisx111zvzkv2e5ktrmwRdo9BEeS4/WzbnHHkyC2ZT6gFflJuXUSQmRPzg5nJApKlz+lVl4PhlFPdIZqXwM62a8GsC6HH+UWX3Z0Zor9kOm5ycton3p3xwtEZb57uEi1qWf1NAdPjWrAYNWn2V+zuzrgctVGrdEepvPHjiLK1uGYZR14AtfY4O+0xbjV5eu+KqDPn4fmAeOVvfic32t2UXyeC1aTOG/MDGp0194Zjnh6MeG80YDZtGGrfQtLRG/ootX+rUvpwbuxtaIGOJWrhEy0DZqKFTTwaBAnNeshOe0G9bxbhWElWsc868gljnyjySBKJTgwQsffMjsdm/tPkU2iN83rlQaDMdzSW2TOp15LhUrE4b7GsP6G7ctm8IFJdI1BIqdBaUG+EtOoRzSCi7ufjWkYBs1Wdi3GbJPYyuu0bl6HbgBtbxfl25zI6x5S4nkLb0jvXY/aHU/abc86Xbb72+JB4tSUfjtu/22fpnPAUre6a+4MRs7DOa48PSMq00eUiHb0qEfmxm0oKsjP66Oty5KTjzn6Vmk5/ybPDK9663GE+aSB9A3LWkX9z8uGKdcMmBO001pxc9FEW5Lhz5wzLr5dcTK4pH3+gcxtgU6CaTT/wJdeQPE+N3t7mbZSCLddqX5pVyCqhBdcinSpqaUnYXC2te0zBf0s7ri6mb6NomXw9WRtWuXdBl0iVHTsPwirq6bUi31XKFNXYATepRqulSBXeHFAAqfk7N0tmyUDT4oVpxURnFpYMPDgbikKZflVNY3fjhYKk5rgppAp+YXffAh/trAmyeN4CFRfIbNw3q1cKirldrNUJTOJP+z23eYagoKhnAMj27+T8yeZM5O1a0GTBgZaAcz0qfYzcJKhgXOl1XqeQrLWg1FOwLGRzCAVAUsgXhNO2duZMqTwHjzAua41RQtyUxHVyYOQArOx5dNvReX9lK46bE8fmiSqAnPQnADJ9D0rPb/Z3yTUuH5t9ziusuVoXn5Eqq0l2H6+j/C7L5Lz3VVTXVdbfba5w26iyr1nTKunOPykfSun1l8zWzTxvToVyFM0DTrFgp0u0CKoXpC3gQUeSi8sOw+GM/mDBeNTi4rxLPJS8cHjOm2e7rGf1rH65fwA8864sxw3iyGNnMGc8bRLNg7xvt9zmkdGlMYtU0U4EupEQzmq8sd5nMJjz4p1Tjqddk8w0kptyVsleOqZjwXLc4I1ZPQM8Tw1GPJ52GaU5eNw8clsBTyLwV7d8JzQQSZNIs6z4V+UNsiBDm36SxCNZe6znNUYYJVh4Gs9T1GoxzVpEp74g8BJ8oVAIosQjUpIo8VhHPnEijdUlkZlFRisMIAKoJ5lVSfu3BDTZRzv9IVOLkdBIT+Gl/2p+TOApal5SkPFy0UQKiBPJxbpFFPoksZGPbdaarT6LjjzelvOOrAXPh0L76bFYEJz7xD2FbiYlhdyMM2hGHA6m7DQWNwOc25R0/v16wp3dMa0g5N3LYW5ZsbLdRr2MJFpouI5o2AFV7d6KRhBzftW9dX4a4WmGwxl3ulNeP9tjNa8hA8X+cMp8XWN2HcjZMv8W5NiEoEno7sRuXuvVE/q1xY2y2vLxBzoAQqBbDcRyveFypn0PAt+cE7kVR0sBQTo9Ubxh2dGtOmIdF9uzbTYCxCrK6oIBDDrw0XUPuTAmN6OMpXExqduaiJLcbJjea9XwTUb1KCn0A6DqPjI0rjNZTI7WqMBD1yRyGadxDxrtSZACFZh6MjTtuW5ryhfZbnvBEqAhqUk8rdINxxxUGWVeFPM/6FxhtwBLQCGxqfIMSMkyz2P8eb1Q4c+TQoyRqwQnnolLcUGZjA24AaOoyrRdOy7rspUdS/KPmrWIaAU6IAMeYECKjPI50DIFJb75219B0nBkBJJaagFJ58D9rinfnMvcvxKd1bFbbtb6Ycdr3fqyYxrwc+AgdBqnI0BasCzcPsisPcIFNC5wyB4oMsAr0zxEBTc5nY+rsGhZEFYAI2TPpVAmR4RNDrvueRkIy3y402uypyj9WyROos2KuKACcHBAkFBGgS/E/5TATMFV1bGclHXGLP7HuUaGSSH+K98sYQN0FNzgbKzQNrexbRboSne1CuBj297wkeFasORasMsbPZ+UD7/EStIZLJhetfKdWFscxS5aBJyKjgE7pGBHuQ8n1ddCBnauLjv0BwuGOzOurjqMr9pEiccLB+e87e8wHzdMm9tuewoConnAZSIZ9OesajGLcdNslIXSJJf09PY2ritagKdNG1b0UHJ13mU6a3Jnd8z+vXmqANaKsj5BfzrJAU+tFXJnOOFeb8LpvMPFqGOSLlrAU6FgelOP1qN8bq8tAgNyrhuzLfZ75OqH6T3MXvtYQgwJHuEiYC6a6QJpFEUpNZ6f4PuKOJYIATvdOZ7QeFLhS4VEozCuZ1nXSiKEJlGmc6UF01WdsDOgdzih21hnU2Hd3DypkEKjtDDucGmJlSRRkkQLwthnEQZM4gZxLFEqtTo5ST0zkF9OTFrlL/5+QERVKTcjgFAaoOlrosOoWC91LWy0Qg77U/q1FcfzLl97dES89qvdvOzSLJx2tNtm3rYMFIP+nDvdKSezLg+OhwbQO4m5b1t03SguYu6jr7HEyVrCoD9HKZkmKa4AJhXAUvqKg70Jw8aS10/3CJcBfi1hfzhlNG+ynDau3++vmAshNe3+0oCcy56xYG0MLK8vawnD/pzR+e3j4z4iVE8foGiNbjU4/f4ddH0T5sYHPS6/aycHKc6HfvLZHWYvD1MrQVH5OP3+IdF+p6AooDWqVefBjw7RzVpW15b1UZtHP9zPlQ1HCbr8Qp+rz/aKSlv6nL73n3RY3N8MdNatOm//6RZJM0itQSo7v7jX4J0fa5jda6vraI1cx5x9R4PjL5bilrRGxIqHf6LG7J5xkZCRynbGw67Hu/8nRdTxjMKY6GxeZkc+D34knbc4PZ5eN3rB4+y7zZjsLrpINCKB4x9STJ+SeRxGqiwqX/Dej9YRXZOJwYAWo8zP7wnGX1oZQJDkgAQFo8/GjD4bI53AeBvYnvzQmPUO2QJkZUnq4P/wBXErBwUybXd5oPG/dGnasUp8ek9m37Fi+kqUkRDYa9HgffGKxR3jrCxjMmtG3ITOl09JGmkfFjwksNrX1H7wPAMVMszHN3sxYv65lek/dvoC1PePWdzRBpjYviwg+8Er4iYZ4LTjWu1pln98RmalUel9izWTFxSj74gK7mQyNvdu/MUVs/s5yLGATAUw/ZE5YVc499LOsc4tOhbUpbJPn5acfEnlbm0qf6ZOv1swekGavjNwZQgKHvyoYLHn5cBQmfFHLcm7P+aRNKQD5sw4Jk8FPPpBZ+damOdCKM355xpcfKZR6dL28IdarPZzlyEZK0SiSFoB7/3YwLx7FPta77d4/KVeGsuXgyqAyYtdRp/t5++/dUlVcP49Q9ZHbbPx4ZzXvuT0B3ZQrdKaIgXJsMXVd+/l5CbOV2Z9v8/8pd1cPmeTZP7yHvF+N5dbpyDH85h+/gDdrKfW2E8Az7eqzMdmDW73V2ls5hbFTkM0r3E27rA/nOI342qQU/DfF4W/dSwZXbYJY5+93SnCU8zHDd442+Pp4RXD3RnC05tKoC0WWGmBWvpcXXTxPMVgd4aoJQagWNP4+9VHEwFxUW4UxEuf9x7t8N7VgKd3rrh35wpZS9I5c/7dVHT+TyeC9bTOOw/3+PqjQzypeOXeMc/cu6DeXSN8tQFyEMZzIOyL7O8PrZRJAiC/h1sUfK0MaNCJQEWSOLX+zMcN1rM6q0mdx8dDHhwPeefxLm8+2uP1x/u8dbLLu6c7vHc25MHFgJNxl5Nxl4tZi4tZi9GiyWJRR0aa5bLGaNFkNG9yNW9yNunw8HzAu6c7vJP+e/PxHm8+2uONh/u882iXB493eHw85OK8y/SqxXJaJ1oGJGsPFUsjszbyI9nUQu141faxV9a/tk76s1xVabylQLh92Y07qfHqCb3hgpfun/D83gWTVZ3ff3CX09M+0eoakJPJT6FNtwhP0e6vePHuKb3GmtceH3B+1s1Bh/vs2Wd322aEBmKBWHkgQHdiE69ULsJYpPZ3pqzCgPFVuxrkbFyn8WqKpw6v6NXWvH68T7gMCBrGfe9y2jYgp+qelcdh54Mc5PSbKwNyVk7cYMU4ZZCwM5gzX9WIlrfPQfZHwqIjFisOfuUUEVqknt+I4PGInXM/Bx3Os9H7vYuC4pAzh8Hhr11CnOTKRWp9kIs19/75GOEGSqW+8o3HM+5erDZ3crVm+HsTY9EpualpBPf/1QJpLUSK7CMnp0ue/qctvEVYaAshaD1c8dSVX1CydBqgvPd768wNzPZlN1DufCVGrtXGDnltHHP3n/oEkzh3d0p3yDvHMbVf9XIrQEpiIIRm8IbKLTepG5QKBDLW7P1rj2Cp8nm331IPdl7V6NkcoXaz64TStI4hmDRzxi6ZK/f9r/vpO6bzWJO0bf1v+tSn+TEtU9avlWD5b3epL81YpVXINTRPBKtwh4aNqXVifppfb+TzE5O9SULB+ncHNOdFhiKhwF/C1W/v01iSuymmynZtJJi+uksztQS5LmfNBwFaBtk4RZK6lSuIvtGjMTFMN1mckzCgZ/H1Ac15qmin8WBCQW0kWH+zbaxna43202sSaJ5K1JXMrXPOo9r4ZoNgbmXOx+WtQX6tQzDXOWDJFvv8+ozVzo7rXCMjH5EkjsXGPAfth6mFUOfvHZjnq/u6T22msntirWBeqOm+5SHDOAU/OnNTq0816tgZj+0v0TSuVH480TnRAILmucZbpcA9i7mTps0rvWnJwWwQBNP0PXaZ3rSxaskk7ScjHjHXemHOOFcGLSI215OoIuuachSkbIMkdYHxzLtWcKOz9yIQxsJr27drW5qBXAvxoepxn5TNIgTMRi26gwWt/pLFqIl5+SusO2jCWY0z3eFwZ8Kp6BrXMbtwV7n1FOJ3gEQwGzVRPcH+7pTzUYfVrMbryR7PH1xQ8xNOz3u5e1hm1dDGLdYFTpFketmm0V2zuzvjatIiWaQLSVlBsW3dOCFbKqayL8cNXl/u0+8veP7uOeNVg4vLDiryqpW/60ralU6MxezRashJrc+wP+eFg3OixOPxtMt82ii0r1sJq91vwf7wTfPjum5pjAXiutiZ1NLjulPpJ3mj1x7+WhON60T1D0FN3MroUzrvxqJYt78P1O/NVVRNGzc1AKERUuPXEnb6cw7aM9axz8Nxn/m0kcUMbfQhnJ/2tK836zjub3d3xtS9mPeuBixn9aK7V9Wt0sJ8T5343KyuILWIJsX+nPaE1DQ6a3qt1c3xONl1eTzSMweXRInHG8f7qFhQb0XsdOecjzuEiy1tVciRbTSWQY5rySk3JUD4isFgzjIMWM3qyOD2Cbr/SAAdlDIgp2R9yXzrw2jjGEIgorh4HHIXtnVYUBxcFzY5L3Hz2TbjBBmnD6JVVixoWYWbsmEUMX+0LFApY5UuoQmulmS00NbtKNFIHSOjXNMWiExJ8mdhJoPdPbZqTW0UFcYpUoVMJtC4iDMApK1LkAZvpWisVYFswewwQzBPSgHn1oVJ0LzKz2kb85OuI/WrxPD4p5YXC2y8FfhLRUYT7bhU1SY5+CnvCDTPHMDnMJvJSNM6Sb8frnuiAH+lkaciezllrDM3uNqI3LRsRU+nu3nqsMvZ5hRoZc7l1hBtYpAS8Ofgz/O+srgVDfWrfA2xcy5D8FYaGefuliLRBQW1/Z6lMrYA2jyLwVoTzEgbogA+Ghc6l1fksiOh854uyIVtItH03iKLjyrKr81tEPm9stc3rhSNq2J75nkTdB8mpj2XQCJtb/DNOBuXnROhNP5Ss/u1sCh3CiSbZyHNU+d+OCCi99aq+J2190Br9n5ntrFRLjR4q5j9355m7WeWGSC4XLE3WmVxca4Vtv3WhEJJdCbLzu9cZfXcIsKY/a+c5e8XZOuHN14y/OqyuHalpfH2FY2y61rafvf38slwaa9FFLPzr483GSc/KR96afVWLMMG03HT+Mr31qymdROD6RbHDS0aNTgTXO/GVgY97uOUCBbjJkki2R9OuRh1iJYBrz8+4KmDS54+uuS90yGq7D7iKqm2/USwGteJIo9hb8G8VmM5aVQqKbcqknzhKSx4+TjU2uPqvMtk1uRwZ8KL9055POkxnTS3x+9sK64SlgiSlcf5usfFZYdWZ81hb8qzwyvOFm0uJ22zg5/IkuJWATBv7PeG+tuAYSGItQQarpOjDDDKBBblOlXxX+XrqmSyJZSISKDbyc11txXBBwc5tp3rzklhvDKkRviKZivksDelG6w5X7Z57cRYLrQSBnhZq2dKpZ3J6HwPK/tMQY61gAwbSx5NeozHLQOk3TaqSgr2bRxX9rcgtwaWAYXzuwwSer0lUirOLrsmJu26+5HeayGg3g751P4554s2Z5dddCJoddf0W0vOrrpEK/+aZ6/6WCEmx7XklOfBPnopyAljn8WkgQwUrfrtGUH/aACdKp/1cikH5FYpCLY5x7JT6MPtp9x2uWQ5R3SxXtpOAQBApsRuczbMrB429kCJHPk7YEZnu9Iiu65gQRCpNSaLbyFnZ7PDcpRYU8eAHm130DUZu5sWGDlU8VrjGqfzfu3CrcBTef9C5zEsxupQihspyGJlJ3PVsnU1JeXcUilbmaRp28bQeGsTayOEzlzBIFXmI9OGJgcmIsbJC5OCDdu3rZOCANuWjPM5LACEVMZMNuy48+dKJsYyoNzcNbo0X7LYZjZvOq+f3Q9ZlMHGEdm2bT5AGRv3sYIrp05BYGpdA/J8QBag29fJjZOxa7b72jk5l2So8daKuOUVY3NsG1WWj0SDJ5z3y5lLez7rzJFFA0ojE4X2ZPY+abctKI67ILPTh9aGTtW1pLjvuXJ+SnLFdtsaBEWQU+i8tH6U/36C4s59IdfPJ+VbUuJY0u6vmI8bzK5aDHZn0IXVpO4oTs7LKzT4inBW41SnMTvCYWMTOjX1ViirblGwnta5SCS7gxmjWYvVrMY7j3e5czDihTtnvHW6a3Z8YVMWKCjGycLnIjIxQPXdGUmwszXfzrXlJkXanleQLHwerYcEzYh7u2OOulMejvsspvUidfRtiqukatCRZH7V5K1JA78es9Of8+LhGbGSnEy7jKeD4vtYRS5w0zivq7fNkpFeJ+YeuvUBQMQ2i8p157fJbNdXVy9RGKBT1belxvY/wNpiv/tPuhcTCwMK3HggIYg7CXePrthtLljHPqezDu/Md1ChV3RNc2QWa0kwkoR3K1wcyyV1+9oZzDhozzhftPn6o8Ob2dTc73MiEKEwMcSkx69zNSWvFzdhf3fKbFVnMWpdz4bmXuowq703GjAetxBCm/c8iDm56FfH05Tlr2r3JpDjzKnwFf3+glhJ5pMGwld0O0um55+4rm2WbZSqUFRGXMBScS5TAK4DM2WQVIrJIXUhQ5WUIMcNzrq8FIKYUwUqW1SsdcjKpsuB2aW3p2QpgvQ9s1TaqRtN9r2xACbb0NG5clYCPRZ4aPt0WmVYCrNrnY41azrR6TUmJsfGtwApI5pGa0tgkH7jrJsSGJ9wOyyRyyEzRTR3k9IpHrGgQ6pcETcN5H0LZcgH6uPEuOB5sNyRBdpijQVZ2gEM+fOQKcPCgB7pEDBYq0dmwdLa5LWRTp3M+kIBIAmhMyCnAoEWOpdLlJR2nGvd+5TeQ+GM2exQlcBWet62ZeOk7BwVKabTOc6t/+n9NHFfGgOELMmFa9mB/J6JNPFpBoB8Qex7G9Ybc9JRyN3cOClgyWK+rIwV72e5LQS5O5fSCPddoPSddyw42TtVcHMtuqxtBQ2p1Wlj3amsq4tua9vebxdgVbVZcaySfEAUQd4n5cMt61mdoKNp9VYsJg3G4xbD4QytDRDJwEuFq0w0r3Gqu+wPp5wLJ89OdruyRbu6cw3RIuBM9dgbTvE8xWLS4PHJgMFwzkt3TnnrYofFpJETJWzb6dcCHXqMLjo0umtECxrn2iiVulT3unKjpaMELhJBNK/xzmovY1KjDw8uB6zntdvl39mmYAI6FkRJwMlywFnQpdkO2e/OWBzVwPNM0udAoWOZf/dc0GOV5CdVyLdZMrSAUNI49VA1ifYgPIpubv+6eU3EJhFA4dpbtFGmY24mqGZSfc1taI+rZHCbUjfIvK2k1hDhafxaTNyogZQEOyuUFsZ6swqK7mlV3QjQrYSwlWyvA+AQDRx2ZkzWDV57fFAkMLhpGHbsvkb7SfF4VT23e08Tpx72l+P2puWl4prMw8hX7O7MOOpMeeN8l+WsjvA0u8MZiRKcXXRzS1RVW7r0074KaZ6cjmVX27AcF38XngE5iRbMxk2E1PS6SxarGtH69rspH3+gc42yv5EpfZuiUaUoQObyAbCRRPQ2Sku5bdfHvgSANkgKtAbfKyo3WMXeGZOisLgILQqbhIVhpbvZBZ//FNxpjdkpT9sUGJppA2bIrBu5Ap0qZXbXvOQiZ60c1hpQnBtRUEIzJUy7DFqu4Ol3xcvZsmScg4VsTkRet2BtcR+BVNkOuyYzd9gRmeKeUU5bwOTQuCurFGsrSwoI0GmbOgcu2vxtYzVkYjb1rbXKtUS5YzRALv1T6WzX1OpDmU7kggIHrNix2+B/W89fm34z1jobL5W5BebPgUg7K4AVt27B+mHun9baAXglpVpTaMvEIZWfh5KO5QIVF+Q4/WbkFzJvIzufPUPl99qOpXoNyJwCXZCDeW9cuQpyVllyMjkq3v1C/dL5bcCjvDFjj21rt1SuZVqr2hj6pHw4JREsxg1a/SXN7prlpMHVVYfBwPieZ2CnXNKXPFoEnKXU0+eibeq7Lk3XWXUANCQrj9PzHrs7M4Jhwnjc4uqiwyoMeHb3kpNah6uL7iZoqFJiFazGdbpzmD0F7eHSJPyMRTVgs+VJLSLu+DSGSW3S4I15jWZnzf2dEfFAcjzqXQ94NpTFijlL11AVeszDJvNxAzkKILki6go++9RjRqsmF7MW61UNFYvM+p0pf4kokg3E6S7bk4b6CA1SszpI8BaSeBjfDkRdN6/ucON0ngJnDU9Suudt/aRKeLHNa4S6Tt6K68TSM3nyOo5Se5M1qLg7a5YwacBNt73isDOjJhPerT8PSULyqMVJFT30k2CpwrfaAJx+b8FRd8oiqvHG6R7R0ukjErcYxzUyVIEK55xXT+j35swe1micCybLCr7pCpAjhGE1u783ou7FfD0FZl6g2BtOWaxrxk20zBK5rW3n2RGeYjCcUw9ijs+dPDluKdXvDxYoB+R0uiuW6yCNCbq9a+PHn3UN0L5HdHdowEgJ2OhWg/hoUDhmS7LbRfXbG8e1FER3BuhmvagcSAmBT3S3n1bU+T+l0I2A6MBhOnL6TPpNkn5zU3ghWB920A2DSYXWmeKJlKzumvZErLK+hNaohs96L23PBr6n/Ua9GuGwniu9NgBbCsKdGqrmZexXWS4eT7DcrxVihaxVKKlJ1jt+xsQGqbKZaOKWZ5jaUsDjZqYP+x6qLpzA/HzYqx0f4Xl5W9oAgSSAdU/kVg7HOhE3BVFTFJR4a30Iu8LQPrtWBZ2fs6xu9jrlC1YDQdjLrU1Z3hoFSV0QN3PZhTZkA7Y9AwJdAGB+hj2RWT9cYgQtBVE7JzCwYEQkJjg8qYns7yz/jYKonQLMxPmXji3qOrtGOiVaiM06G6fMpNblTHvgRRoVQNwgpeg2VhjDRKeJm5Z+PJ87O7a46TwXyrkvTtC8AWc6k0dLEywvlGF8y55tbeZfp/mfMktVrAzo9kX23LqgTShtgu/T4q3i7Pk3gfkyt8g675/2RArK07ly3mkVyPzb57AaIkEHzvJZep914FWDHE9kpCPaxtZl8X8Sl1Ld9JN27ls/br3R10b/7rnyRk75nz3ljPmT+Jz/gCWNmRFC0+iuDTvaqE27uabeXd+gGBqrzPFlj93enKZlbwPz0mzzw3djYDToUHJx3iXRgr3dKTJQLKd1Xj/ZY6e15O7RFbK+mVNkm6uZjKF+ZSq3eqlM1wGvKve0Jyka845HksWoyRsP9jmbdnh654rn7p/R7K8Qvq6ey0whuwEY2rUhEcjQbDjUR4pvHB+win2e2bniM/cf8/SdSzqDJV49QQQm700eQ6FzMiGXZe9Jiq/RnYT4ICoAkmuLFojFFhcjV9l2E0/aS7fN23XFejp8kJLOtW4kJtbHgrBt/bn/wNBtBwn1dsje/oSX7p/w6TundOsh740G/P6Du1lMr4zFJlvY+wE5wrC0DXdnvHzvhF5jzZtnu7z7aJdwWjOAPyUU8Md+aeOgYvy3kcUCgwwcaJq9FTuDGbNFg2ByzbwVxmBATq0V8tKdU5QWvHGyR7z2qTUjDnYmjOdNpqNW6hpamquqZ8QFLb5iuDPD9xSn571qkIM7DgNyAKaTHOSsQ5/1vJauYbcYV1r+SAAdAp/Z080CyxAAWpP0GszvlQBGqgCsDpqsD1qVTY6fbxq6V3fHVCl04HH1UiPPweO0GQ+bXL3i9KVTEJEops+0mD3V3HRnA84/XyfcaRSVGa3R8wXnnw9Q9ZQ1zgEz6906p99tfBgzBTItoxdrjD4VVO72nn5XwHI/yGOD0nNR2+fxlwRx0wFBaZ+rXZ/j78vz8dj+hNKMn/O4fMUzFpYUNNlrT/4YTO/6RRcyZSwLj78kEO22A5DMv/ldycUXY0dp1pkb3OjTmtEreYyKCyQm379kPbDgwyrVRuFXPzwiaeQgwf5c7QmWX5ynYyIHVgrGn4mZvJQUZEtqgIDVH5ux2icHQfZ8XeD/4GUBFIA5tzzSiB+6MnEx9roUUExfSBh/Js5dwxQZzXT4x6fM7+agylJIqwDUD42IW0bxsMeFhuWBYPblOTLWBAszX9Y6NX4RLr8nzr8Zzjxe/EDE7J5wwKW5l3FdMPpTc8KOwItScGTBZuGZLc7h5BmPRz9EboHU+b/j7/c4/7yf9eOtk9QSJnjnxwXLPT8DN/Z+hj2ft/+sJGkaH/2k7mXWz9ELdd79k+n7auVIn9PjH2hx9l2twnti4oskb/2ZFvOn0jUgswRD0qrx1k92UE377uXv0uKpDu/8RA/teQ4QNm2ff/eAsz82pKo8+tEdFs/0igeVRjcC3vuJPVS3sXFNvNfh+E/s57I5wGf+8i6j79ovXpCO7/KLB4T3BunzlFumdeBz/qUjVKtRqP9J+RaWRLCYNPA8VQ12ZAWocIBKsvA5uejTby9pD5Y5sKgqW2IxdCyYXrWYLesc7E4IGjHRMuDNx3to4IU7ZwTtcFNjqAQ7cPSbS5bvdFlM6wStkFpvncYUbAFI5XKbOlpsjlODjk2MzTcfHnA67XBvOOa5+2e0BktEoKjcDX8S0GE3XhSEi4Dzsx7feHDIN44PmIc17vXHfO7eYz51/4zBzoygHSKDNDGnpVO2Vof0m/etLhmr2HVFUnQJe7+vvhYGZD9pce/BWuKNfGMNiySV9NulaywddLu/4u7RFa88dcxLh2c0/Jh3L4f83pv3ePfxDrNRkySU1bfcfoOuHV9JhIWH8BU7e1NeuntCpx5mAGc9q+eucJmVCeLd1OXwpr5uApki/ynriXne/ITziy7hvHbzY52+j8IzcTMvHZ5xPO3y8HSAiiXt3ord3pyzUYfltL75OXBBTvlcelwGidlAEXDuurw53/vCZZ6i21+itGA8MnFBne6KMHJAzm3mpjBM/fH8kk0mE/r9Pj/yzE/jS5s/w65QjlLgurJt+90tFYQD2Q5oFelBuQ0piwDD97b7wbtucWWf+skcvVyi7xw4u3hF2bSUBYCTkRnY3dwK170s+NqNBUgTqGpP5m46pfGrQCLTc5mbGKA8gfYlMnR9fdKNjbp0kj7mbVrSgdr/8XvI559m+umdNMbH7PQrX+CvFMoTxfZ806+MU9exVKnWEuNPba0J6QJjg+3jhsALjTKaUSCnsUNJzRATlGM1VJpY1AIEm09HC5Obx1pPgMwVzFhSBN7aAAEv1Oz8u0suvmeXpGba9CqIRGxyUtdVzsayxE3DwCbd1Brp2JKGsTJZpd7eDzB9BYs85sfOo/KNxclf6/yDrvN5krFGRjobk53PsC2pzRXeShsXPwywar92gXrnAdGXPkfc8gqyJDWJCgTBNMn7scC64yGUYe0D8BYx2pdoT7Da8alfxdn9zKwjUrDe8WlcRIhYZyAZIG77JHVJ/WJdkAEg7NeQscafR2RJRbVR/td7DWqjELnOrUNCm9w2q/0mjeMF3mgGSmXWX13zCQd16qfz4jVCkPQbaAHB5aK41gDhYQd/GiLn6+Ka4EnCww610zlEcWF90bWAeLdJ8Gi8sUaoQRvtS7zzadHNFpM/zJutEYv1hjUnujcgeDxBRDGxWvPLb/93jMdjer0SCPukvK9iv033/9ufQzZttmENnqYzWBLHHqtpHRkkDAZzFqt6kaAA2HD1EhpZT9jfnbIMAyZXrVxBLJfrXMgEBK2Inf6c6bLOcmrk6w/n3OuPeedqyHzcrHYHS9vt/25A792YBz8i0K0E4Ss6/SWBlzCetElWKV3zTUHvt3Vlsy95FTuYwLBpddYc9af4QvF42mU2aeakBds0oC1WHv884KV/+B6XP3if4x+NNuvGkqAT0myG7HXmdIM1sZaMVk3GywbrVUAcmcSkWpkd/g0WtarxP4lr3wctoeTeLwse/oh+cvaz9yvnTdeV7oWQRkH3/IROa81+e07TjwiVx+WyxXjeJFz7JoZKCUPJ7Yzl6Jd8dr7ykNf+8n3i/ej2wM4+ZlLj12OSWPLsnQsWUcD5VZekTGLwhMCp3M+N4niaejuk314ynjcNc6PCMKV+vYYMYfKFsOJC07EMFEd7Y4aNJW+e77Ka15C+pt+b40nN5ahDEm6zDlPQA8pF1hIOdiesI5/RVTsnQtgCilx3temkWQA5q1mtIINarHjw03/nVt+mPzoxOi4AKYORbaDEPV4mFICckjULNq8AR+VjShXjeRJVlMX257qPlGVOgY/otM3zkr27FpiYnyJJcleYdEdZk378qvCtduh8XbKC1MokEuU8oPm4hDI77hasiDQIVQujGJMkhRdBY1yPvJXK+hBSQKKMyxcCb2kzYroxOmlQexrTI/LDxnVsnbO4CZcJS4O/Ug4gdb5L2ij82YvmxIjIyBIFFO+pVBpRCjTVaVsCCBZ5vxn7GCa+JpjncURuXIuMRQ5kbNPWIlWOUbHTr8Bf5OMoyBhr5NwBMeR9ylinwC7tytWpEyfOyX0GhKA2U8Vvvx2z1tQnJvdSBnIc66IdYwYw0nPeSqVAzHmW0rZr4zhnBky0cadMLUjN8/yjZNsT0lj2midh1m/mOifAn0b4U+caO9WJpna1LupKjsyN02We80aBUMpsIMSK5uN58d20c7+MaCyjYqxc2q8/Wjo3pLj+1B5NwJP5RgOp/HFC7eGYjaI1Yh0SPNr8iAmlkaN59ru7GSMSRXBs2tPpJoa1sgoFtfeunIb+AylWnxRIBPNxk1ZvRaNrqKZHo3YWs5MpMBvBleaFVWsTb7O3O2W4OzOKxW121gu7OClJQdJlZzCn5pu4ndFlm+U64Nm9S8aNde5+UgVYBIxe8NHN0KyBac6doBUy7M9ZNAKTXDBmK5gwstzy2bNtZFYSp820/8WoyVvTBvW2yW5/tzfhbN5mPG0Z1qcqwHNbK0/mRpP26yuilU+89pmOm0YRbUT0Wivu9cc0dmJC5TFeN5ikwCeJZUpdrYuf5v+Q4GZjXNxe+S9c9z5Bjv1Z8UwIYc5JXxPUYlqNNTutJW0/JFQeV6smj6ddVssacWjYzHT52dwG2ETpd11x3NFfhKeotyL2ezM6tTVXqybvnQ0NS2EKMG4FbrYRQbgybAEQtp5XT+h1jcJxftVNmdycNraCqDyfz7N7l4TKM0QJoZfF46zCgKurVnU8jt7yu9O+X0842JkwW9WZjpvm+d4CcICMXc0lHtgAOVX35hbl4w90YBNEXFfvOitO+bDLwOYAoTyviUL7nvlZtvpsK5l7jKPsVIE1pUDl7GxlOuqslKw2BuwI54UszU3ZckQab2JdfjAAJnNLsiJaWmnXhU6YnW/br43L2Pi9EGSti3IpVSArsNYiY9Gwi2MOOjLwYN2nAJvoUySO5ai0lmabgcJh2koXDHtdYQ126mkBEgt6i2trYf2WOQObcMCLF+UVXZfBjIDCubeZkp5RAbsse8U+LRiyNNPmeNEak9ctjqewKWr9yrXVJxxZ0j4KZKIW0NjnIZMlf4ZMuzqfGxxgYs9n8VSl90Xn56zsJGTPb6YbZOA+n9OsOO9XYazOfBSKyq8XLllIebMECvdpg1jhundfa7Px4b5DWzYkTOOl99VafnWeF8cCGffaT2ik/5CUigVIxzAfN2j3c7BjCQqkVCzGTcdNsrypJtCh5Pysx2Bnxt7elPOLLjrcBDty7qFsnpPy4qZBrTwuLjp0+kv2dqdcjtusZ3Vejw64uzfihbtnvHW2Q7SolUgz0nGUu1QQzWpcrH3avRXD3SmTaYt46TvsZCVl90nKTfU16FiwmtR5Z1YjaMTsDma8dOeU8brB+djkE8qUuvIrsZWoIK0fizTeRTinzTi0EiyjOqtZnVPZw/MVtXpEt7nmbm9CcydCIZiGdcbLBst1jSjyUI7FKXtFq4DATUQOHwAsiUig60960RPKUmGpIXWn8jxlQGJzRbe2puHFxFoyWTc4nXZYrgKSyDPuUGXL3m3LTUo7gDQEA632mqPeFE8oTmcdHp0PitYOQR5PdBPZgLYf4VLfJf0jKw4AEl6e/HM8b+akG249Ub7e+bZ6mm5vyTPDKx5Pe1xetdFK0GiHDDsLrmYtVvPaZuxSWRb3p9NPrRVxOJhyOW8ZQhK15Z6k18ogySikt4Kc8nVPUD7+QKcAHCrObQM3btmmWIBx51I6d+mqaF/LIhDacJEr92XrJlWyabPrWxpfrgBTcJUxx7Qji8yVtiRXyrRXGpvjRiYSjfJlQXkrxFWIXBnVJeXRVTSzplMqa+uOVniBlTMnWeC4qeOCOZcKWZBbcnSaqDQjAhDk1NWCDEQJSoCEXO6NpJcpWNDCoaZ23L0yBV07MtnvkRMnZFnLMiUzyb9gGUArIIG0PimgKHwQbCySLgCWDYsL+XiEffRKcWDCqWcsOYXbhXXps7+LpCinzZ/jguGy/3FZzgJ4UXrTw8ZdRJ2/DUFGWT5bxSHDsPczVuA774tyLGqxvTn23cmBgqnryO7WqwA3JGq7r/22d9z93T1WtR65a1C5nSp5YMMSuY1Nzu3fte5Uyv5J+XBLeVdXC4gF83GDVm9Fs7diOWkwGrXp9xeIwZL5qJlTPttrnKJjwdVFh+5wwZ2DESeXPZKltVqYuqocs5HF/OQLiLXEhJ01+8Nplm/nwfGQ/mDBS0dnvDcamABl68p2gxVER5LZZQu/GTPoLVg1feaTRrXl6UkU9G11N0ABhpZ6EXC8HHJW79HrLnh275JYS85mbeazhmOtctq/rlQRA5QApFEaIVEei7XHctrgVPQy96tue0WvYcCPLxSh8lhENeZhjcU6IIo8ktgr0h+TAqqy3mCeGQAAZnVJREFUjGU3vgKQve2cgq5tGbfbl3WRLFsnts1ZetxaaYQ0c+PXY5qNiFY9pFdbU/eNi8M69pmEdR6O+6yWNVQi0Im8veWrrIg747v2b8jc0wa9BXutOevE5/G4x3JeS4FoxUW3ob4WINYSHZQ/ZjdcJ42lZNBbEMaeSf5pn1Vbto3XildTHO2O6dVXvH62x2peQ0iTH6dRizi97Bn3O2e9KJRyX6740rjR7fdmnE061SCl9Kd10Q1jsxZ8UOKBqvLxBzq2eJtxLkBRcaj63b2mDIq0zhRzS3RQ9ncXKj23TaEpg6ey9cYtroVHyk33NjCxCamFpzCWLQqLKCl1GRhMd5WFC6ScmJ1CslDHNaagTAmBpaK24ykq8mDc0YzFKwMylHecKYCpDChZwGXPx+k5z5FRU7Ai2bes4O2Qgh9jhSO3TEEGAEWSz7+bU8fOW+YWljhTqYrf2XKCTMOcls6NFoUFILO6YOXJz1mgZV3iMnBm75Nwkr461jeZmNglMwZd+PZl/ToAo5Cw1gFVbmJQm6DUMoi5z1PWv9u2vafuPXDDtxxrkcaxGtn751o6Ss91Ng5r2VG5RbFcNiw3yjnozKWucFkt9G/BannDwf3dXUu2vevlUj5Wfp+VA9Lcv5061pJctSYVLNFO+5Vg6JPyrSnXuW3FksXEgJ1W39A0j0ct+oMFneGC2Q1gh0QwvWwT9zyOdiacXnWJFmlgoTFB3042ZWiuzyKfncGMWhAznTQZXbZZrGo8u3dJv7kyO9srR+G67jHSEC99LsIuze6Kvb0pk3nDKDVuzp4nATlV8m9rxy6c2tBrX627jEZtGq2Qg96M+/0xV6sml5P29Vae2xQXQKY/M0tPutbqRKLWHlergCsAqfF8RVCLadZD2rWI3dachhejEISJxyoOWMU+83WN9dpHK4lKgZQFVIX9WXdH/bYuedvql90DfV2oYwGMe62Np5FSEQQJ9SCmWYtoBRF1L2aybtD0I2ItmYc1Hk16rNd+AdgVlsQnsdo8QVUrs7Xe7HVM3M/VqsnrKQvZRsLNbdN5A+DQnbh44Do5hQEE7e6KRhAznjVTiuVbgoAUUDbaIU/vXLGIanzz8QFJ6OHVEnYHM8LYuL5uBXAVMhX+LCUCLSQcduvq/HpZSxj056zCIMvV0+suWa6DIvHANf3epnz8gY7W6EaNxYs7tP/gzMSLOOfUsMv6oEXztdPCcYD1c3vIdULweFQ4jhDMPnNA670pcur43AM68Jl9eofO1y8RkXmQbX6aZNhmvd+g9drFhpjrpwYmXqAiqHjy+V3a7y7wxssCuNGBz+V3Dhm+OkGEcQZwhFLEwybz+w36XxuVlEHN/NkOAO23phsK2tWne7QfRwTjFa4LmQp8Lj/TYOfVJTLM51BICAd1Znd9hn+wwC1CaabPNNASuu+scF2MhNRcvtygdaZoXITYfDymL8H4Uy32f6+eygakAG6147HYlwxfN3EaGRCKBfM7RotvHyepJSqdJwmXn/bpPFBpnInIFHrlC0YvSAavK2Nh8XLFcN2TLA4Fw9dSxi+du7BN73nIBFqnKgURImV/E0yelTQuNPWxk8QzZUKbPCfpvaWQUQ6ohIKoI1juCfpvWQU2B2KLfYnyoX2isLTS1h1t9rSkcaapzUsKtBRMnvHoPlBZTiEre9SSrAeCzsMkA1EGIApWA3MTWmcJ2nNyHGnN/NCjMdIZQYC7wM7verROE2RcBJH2HbBJY7OYLyDu+sRNQes4yp9BbYDxaidAxpraOCaL60mV88VRjcZFnD+HGSiVrPbrNE7XGfiyltakFRC3PBpnK8ol6jeQicKbR/mGQfozGjYIpiFiHRWBlZTm3GX+/meEDzUf1Qoq43FUyzAhyqXTXjofqtswx+PSbrs9N11tAiDfQwceYrEuyqc1uh6YYysTw+OCHt2sQ5wg4qTQpvYk1GuI5boagH1SPtxyHeBIqaebvRXtfppU9KpNZ7CgO1wwG7UMZa1bXMUggeW4wVkiORhOufDbJs6nioCrvONfsoIkS4/zuEvXcWULFwGvP97nYHfCS3dPePtixzAzCW5WRjToWLAYNVnVa/S6S1qNkMmsmVufPmh8yi3cpDLXsEiyHDd4Z1o3OUi6C57bv0Brwemsw3TeMPEPytmQ+gCi5f2njUgnNicRxIlHvPZYzeoG/KTxKdJLCkCh01jTa67Yb5o4LguE1olPmHiEsU+cSFZhQJKIDPQo7YCHwqcj3Qj00k0ezwAUwHgUFPdFjKu3VEipkVLj+wm+VNT8hJqXEHgJgTS/S3QBqC2igJNVnTD0iVNAoy1Bw7Z5et/zzIayLSP7cbbzq6g1Yna6c/r1Fcs44HzWZjGvoyxVu6Ok3wpg3AB2biyCzErSba1YrGvGHdW6NZbqZn2WjstAsTuccdCe8d5owGxq3MkanXXRVa0M4rbItHHIVwwGc5q1iOPLnol7u+F6rxEz7C2YLeus5zVkoOh2TDLQcF67HkA+Yfn4Ax0ArU3ge9UuqdbIqLQ7mv4uYl29+wkU3Dvs32CsCe5GWynOxroAucdQKrUcOHLZIg3LWIEa27FsxI1ieyK9XtU8opbYdKcRmqiZExQUpklKVjuS5oV0zBJWsYPVjpmDLAZJg1aapC5Y7RWffrsjH/ZMrpTuO6XvjjLt1aaOjHaqpGBxKBC+n5M8pCVuCFb7Gl7LlXOrqK92jUtb55FDb4z5uTxUNM4FtSmZFUL5giSA5d2E3tsCPyZVyI0scUuwvJMweB1snh9rpQkHBry0j1MQYdnsMO35S4/mpQnetwqm8iXL+xGdd3280HGz0inQuZ/Qf7OYLBVgtQ9JXZtxpd8aJQRawuyFCG8ZUJ+o/COkIKrD/PMrGhd1GuP02UwX57AnGH8mpvNQZEDRkBQo5vc8VKBpnZKxxtl7c/V5Re+bHoM3kkxBAIjbkosfCKn/rz7eSiFsvFJSfL7KLmrTpzzm9zVP/zPyeJzUinL+HZL6leDgtyNzT6z+7sHxHxfc/RWf5rGlvDPXhQOfh18WPPf/9fCWufBCw/SpOuMXBM/+/1Kg4yT3Pf+OOv5cs//VMJMBbaxBD3+4xtG/ljQfFHffknaN936kznP/xLIu5QNb3Wlx9h0BT//iKs9vla41F18w7DD7v3lOuTz+4z12X13TeG9cAC26Vefhf9zn3i+DnC0LcXfRQYfzzza580vHG+/z9JUd4rpg518fZ8fsenT2fbv031xTf/cy70sI8Dwe//AuR792hZwUNy4+Kf+BixYGrEwaNLpr2v0l80mD6UWb9nBJfzhnPGoZt69rLBfhrMZx0mN/OGUexEyvWnnSygqXtcodfKHRkWRy2abWDtkfTg3D06zOycmASbfBs7uXXLWbzGqHhj2yahd3Y4wmHmgUdgxZgXVnmzZMbFGVO9aTzN9158oubQCJIFn4XC57XPkdas2I3d6cO71JrvhOe/mG44cVT5TdBwyYSsFF5pamJInSJEjiVcASGNn+BRzLPlIaFzjfVwZg+AnNICJoJARdA0B8oVCIDHSUi9KCWEnG6wbr/gH3njpj0DBUv1LojeslGikUsfaIlSRRklB5hInHPAyIkgZx7BHHEqVkBmayWK7yc7FtLiOxSX/9JMVtNt3ltLpY0lLsH0zYaZr17mLR5vWrfWO90RTvTSYnN4OdDwhwEMZNrdddoLXgctzOwXa5ri79bcUUhpn1hTtnKASvHZtxCU8z3JkReIrTyx7x2ts+9zeANa+esDeckijJ8Vk/p4+211a0EzQjBr0Fk3mDcFFD1ozr5nxZyy1Bgu3zfJvNFLf6x55e+um/nNNL2+LufJZ95W1JVDEWplzX/l12L3POFXZQtyXhq/K5rzrnKiNaI6ZmB0cPurkcFe48lmI6j9dJT7gAyJcb12R1bT2vep4K47KU1LJ03o0BcL4vhffKreMJvEWE+HffwHvqLsvnd4tuevbatD1wvjdWTM9YWKzbmvJFziiHU09SeJG057jilb/3mcuY3rifKqWXztqu2EHKGOFSIOWtNe0/OGP2uf0iAE7rZ/Mki8cLcgorU/lajfIc5jl33Ba7ZtaazfNlgoM89klDuT8MALE7ZC7Aabx5TvLoGPUfvULSKPoSawlIgQzVhgulCsxzKxyLUuZZFkhjzXHlTF1EtS+R0SZjn6VHl5FjwbD7GzaRaOLkm7IgI/AQ9pryuxV4iHWCnM4NY2C/YwCSlOjAQ4YxZXc17XmGHMOR0fanmzVjmS3HyAiBbgSIdVx0UdMaPA8d+IjVusiuBiaXlxAIx6ID5h6qVgMRRsbiVlo7VLuJXBjrUZys+OV3/uEn9NIfYsnopf+7v4NsVCSJripS0+it8f2E2XEHGgnN7ppGLWI0ahtQUGZBcRdHYdxEdndmxInk6qJTdH1zy7Zg96ztNGdH33yDRuM2KvTw6glHu2NOf/uQ5plg8oV1USm7SdMQZme40Q5pN8JspzezWlXJZcfn/n3bcl1bjkzWbajZNnTRjy76vPh/G3P2g3e4/JMrVOTEi3wYlgdN0dJn3Zil3pyDre2k7KfumASZVSaLjwGEVKkKobNPe7j2Ofhf65z9+JqgFjvLUc5mVrYKadfiUXY1c+TaeDarjn8rih2f1AT1mO7/3ubwXz7mtb87YG845WraIlwFGzFQRr5vnVibcpp3tdNZGdbDWYN4FeSWLp3X2x5/ZCxUwZtNVF3T/ewFo3EbnQiCRsxOb85iXWM2bdzeVa2ij6ARczCcMnWZ1W64ptaK6HeWjKZN4lWAV0vodpbM5g0Dctzx2fFWgDm1XPHgL39CL52XkvJdKGWfeavke3JDsamK0clKBUBxc85sAJ6quJkqkFMVmGyL5yJnXSlPmf2pTAxgwIzauEan8TXZ39qRpWDJcsZi16wCY1z6X/pzI/YkbdOybml0HieT9iU0YBnTsrG7ZAamf6lMnhhVy8kKrMXCZW6zcTvABvjJGMpca4QALURGt2yuy61Clnwgi6UReR0Te2TmyQs1KhCZZcXKJ2L74dmiY6TxLgXwJVIyAop92fslEkMV7YIkK6+xtpDVLRQ7BudvYe+dO/7yoxvr4vdLOfEtKVmHULIQx2MsRjp3TXNcJV0raxHE6YLrZKG9RBVIQbLnS6dJRVUKWFRx3CJMivFFhXNu8iJd2CCQK5tbp3idUAqxdiw5tiiNIIGoNHkYOcXSoYkuW5eXYfVaoBRiZZIvlTdWxDoqduEAIblwXPhKz4AFOZ+Ub3F5Et1CG3rpoBXSuzNlNm2wnDRQHcFwODP5aZY2EV+1oqbWHudnPdr9JXv7U64mrdxN7Fo5N9cItfK4jLq0+ysOdidcTVus5zUeHQ9pjQWLO5rDw3F1sPQ1Y9SxcSFbLwPa3RWdvTXjWaOa3e1JY01uGmM59iSVCUCFHvOwyXzcQI4CSC6J2oJP3ztmFta5XDRZLuokqYtT4fUpA9DysYIcbD4XVWPdBmqtzIkw+ddsm+k12pXBbXvpGUIFP13g1h5eqElmPkntA+SV1yJf26tk/1YAG4UB2Gmgv0gBdK0e022tMsvNadCGJEE/bnDypLlvyor3k5Sqa+1301e0OmtadQP0K8GD2PI7ZGCu1gp5anfEm2f3aD2WXF12EFLT7S/pNNY5y2AKWp94CNKwvu10FlxM22ZDYhuzmiNbo2Nc8K7GbZLQw29EtJupy+ra0WevmaPsT28b+89m+fgDHWvtcHct7fFyPXfXtqqee6y0w5vvlhbbrAzSL8tWVojKpWx9uq6uc36DatqVHfLkobYbWXqhrIebun4OtZeuzg7A2ehblH6612fX5KdKsfn5uQpKYNvWxvtq+ewL7ZYIEdw+vNIB52Ur0zsbC0dOX+y6ym3ImsbUJLXcLS13xZJoj9zaUwAL6d+eFYbSpDhAVlEANdpzQJzVl93ba0FdIgpKf0Hhd8afUWKnViTrUrgtDlhba5KdL5ETZGSMe+41lsJ823t5U6nYyNCqWj7bH1AAPRnxAhT7rAD42Ti2bXZcJ+O2TReXaMEywF3XZsXcaId0xaWYLtRx16Tr1kHIN34+KR968RsxShbB87VFQ5QG6PZ6S6bzButZHZVIhv05Y69hzletb+m7rBPB7KpF0ltxtDPhYprG7biXZCwnxb7LbaEE81GT9SowwcyNkPGkhbeGYCqoeQkv3zvh3ashi2ndxBWUxlMJ9rQBFtPLNotGTK+zRLRXTGdNolVKR21lxG3jCTXPDAA4464qrpxKIEPzrauPFa89PqDZDNnvzGkPr1jHPuN1o5is0pFr45W9jWue7zwgGztMevO4ILf+VNWtOlZm4btJprVnnttt17lFCbBKaZXl7DrQtu1Y1XmFcW3zQAQKv5bQbq0ZtJa0g5BYmaStb5/vEK199qd2g6wiLqj87G9TvG/7yNm6VXoQBuA022vajZBlGHBx2Sm6gF3bdi6EVzM5cA7aMx5OejTOTVJ2a8VZRz7H530Tc1S+vgqQuyUFxcLTDAZzWrXIkJys/BvBkvAU7Z4hUrhMLcD1dkijFjGdNTcpuivmqNyeX4+3VyiVJ/6K/cqv/Ar/6X/6n3L37l2EEPyTf/JPNur8wR/8AX/6T/9p+v0+7Xab7/3e7+Xdd9/Nzq9WK376p3+a3d1dOp0OP/VTP8XJyUmhjXfffZcf//Efp9VqcXBwwN/8m3+TOL79wLJS3qW1lg/3H+RWDZXuxCqV/151ndvmtj4rinB2f0WiiuxJ2/ort+0eS1See6PUjlCq+E9rwxJl102riKbMUVm9JEl/6pSdS2ftiiStnzj9xAoRJal1wl5ndtdtkkcRK/PPxoTEygCjbLc/j4fKfrfzlOankUkaN2X/JSZ5qG1XxAqZaPx5YtyhEjLLi/mdlNKZLIZEJHl/cp22l6QJN6PUuhTb5KE6a8fWy35XOktmav9lfSiNTGWVUelcotK/0/HZsdo62vabjjfKx53JkLLNZTKn8lrLjYhBhk7/ThuZK1phXOm/WGcyZfNsz8cpyYHSmTUnG6fbtmMlNOcVMlHOc2Kepaxt+wzYZzp79nRG4S2UiasT2Ttkn6O0Pfu3ct6p7JlN38PSs23fD+G+h9aCU742rSfK76LznuT9OkqKHYMjc+FY1XpUte5UrTGu9UcV3yGX/r58bqOU15+PSPnIfZfS4jdiR+EWm//cos2/aBEwnTVpt9Z4jZhoGXA1adHvrKh31w5zZsUOtQaUISk4ueyx053TGS5SxTjvw+1vQ5krnY+XPqdnPaLEY39nStwEGcKD4yHvXg15enjF3cMRXjPeVF6q+nTkTJY+VxcdprMm3c6Swc58s53C9Vvmrqpkfd8w72U5076EhmjlM7lq8dbDPb728IgHoz6eVDyze8mLd0+5f+eS7nBB0IidoH6qlcutcl4jX/nY1menoo1t11XFpLh1wFhL6urm9sCwst0kd/macr/bisvq5huLwf7BhBfvn/LSnVMGrSWjRZPXjvf55sMDTk/7rOc1VORtNwhW3OtKQPMky+OWd0h4inpnze7ODN9TXI46zEbNJwY5Qmqa3TUv3DmlXQv5xvGBseIoiDqw158xmrUYXbVzYgV4sudFaLya4mBvgu8pji/6qavZDSDHV3T7SwIv4TLtv9FZUwtiJpPUkrNlrat87zxFrRmRxLecI96HRWc+n/Md3/Ed/IW/8Bf4yZ/8yY3zb7zxBl/60pf4i3/xL/JzP/dz9Ho9Xn31VRqNRlbnr/21v8Yv/uIv8j//z/8z/X6fn/mZn+Enf/In+fVf/3UAkiThx3/8xzk6OuIrX/kKjx8/5r/8L/9LgiDgv/qv/qsnE9iyeTluNIUdVddS4R5zf1YpGKWcGwUKV086igWFHdUy3WuhbNk53ujb/d1mUnfbtAH85fgjbRzXCjvRaS4d87suWnnc/qrMkoqcrKC0E5wpuVFi5iNd6wwzWWl8Ou9LiOLfVnHL3d3y33Ua9C4TjQqksVJg6+Hc77S+yMkEsiKK9p1CnhaR9qfT31Pyg8y1z9nRcXP1WOtOZlUp7RxmbmOZUm8ARpaPprwquteLvM0cDNrjOq+vivJnU+6lf9trnWffJVwSSUr0oJw27Zy4Cr8zruz+WFcFx6JjgYiRV2/0mxXHSpTdQ523bVwq0/euIlaoYGWysriy2eOlsd9Gqa9MyHsdMFC6+LN83bb3vWpzpqpUrAe3pod274E7D+VjHxGw85H7LgHxyqfWAr8Zm8SZlcqU2HzIlQmYn6kGne6KpVRE8xqXSZvBYI7vK+bjhmFXc68vLHyaeOFznPTZGc5p7E+NEnJbN7O8GfMjksyuWqwaNQIfEt8oX/Nxg9eWh+zvTPj03RPeHQ2YjZvGuuOsn1kpH9NkeW8uVz61VsSwtyBsecxmDdTakbcc57Et7kNoY5mZeajuNZaMcvxI1djTtnUiSBLJYu2xmDQQnkak5AB3dyZ0BiNiJZmGdSbLButVQBLLYj6YD0K8kAi4vd5XGseWvraJUHa3uG17N5XbxOjYOBthWOiCWkynuaZTX9MOQqLEY7xu8N7VgHAd5PFT28Br1c/blMp3levnxR2Gp6m1QrqttYmZm7SKCn9BKbmmHQFeLeFgZ8KwsSwwqvn1mLCn8eeCk4t+0WoC2+e6ahxpbM1+f7YZj3ONrJY+Oko8RldtAFrdNUJoppNmkT2uaj0oi5GCnDjyScLb37APREYghOAf/+N/zJ/9s382O/bn/tyfIwgC/of/4X+ovGY8HrO/v88/+kf/iP/sP/vPAPj617/OK6+8wm/8xm/wfd/3ffxv/9v/xk/8xE/w6NEjDg8PAfiFX/gF/tbf+lucnZ1Rq9VulM0lI/BaPa6+e8+wD0XF3bfoqV0Wdxr0v/q4+LEHZp87wl8mNN44KzYuJZdfPKL/9Sne1TQ7htboZp3z791l7zfPEGFUaC+6M2D6dIPhvznJXUpShWL6+QO8UNH6xnlRAZKS8x84YPDaAv/MoYOeztHdNsf/8QGHX7kygcpOWd/vM36+xsGvX+RtpaDu6juGyBj6r15l9bUQIOH4h3YYfDOk8XiWy641SbfB4x9ocfdXZ4YCFzJXt9WdFlcvB9z51cmGYpR0asyP6vTenDt9mZ+Pf7BL7+2E9sNlLgOgGh4n39Pgqf/Pq4h+j/DZveza2d0606cld34zv8aQDUjOP19HJLD7tXXWj1CgfcHj76sxeF3RPE3vSUqcEHV9Tr4oOfrNBG+lC8lA50c+4xfhzq+buZWhygDV5SsmaG7nD9K58HLw+Pj7fPpvQOs0zl9eAXFTcvxFyeFvKYKFsWC0Xjtj8fIB03s+0+fh6DcSRyE31128EoCE3Vej7Lhlmzv5Yx7916F5Fhe+k3FLcvzHJEe/pfDnSXYftRSshx7j5yWH/ybMr0ndvC4/bdxYdr6xzvrXwszX8ffW6L2j6DwMcd3mkrrH2XfW2Pv3If48xgW7wYMLkkcn8J0vk9S9HHBrmN+tsx5Idl5dbCyWVy+3qE8VrUerPLEnoH3JxedaDL+5xp8VGc+SZsDoxQY7X5ubYH/HLW112GK14zP4g81ndP5cF2+lzTPvgiNPMP50n867S7zpuuCmpmo+0xc69L4xRl7NQCl0zyzkSb/Jaq9B+42rjfid6E4PEk1wmr/L9vzq6QH18yViXoqfCXxW93o03hsjori4cdKoEw8aBMfjDZCTDI083tWccokO+/iTVU4jbZ8PTxLv9/DPp4g4IVZrfvnt/+4jRUbwh/m7BA4ZwX/7c8hWHa8VI4U2eW6u83MvK4JCIwJFp78kSjOIC6np9JcIMMqI66KyzTXF03QGS3rNFWc2387GBoLIryu7H5WAQO/3a6z2NDvfc8poZmJ3AOppDo9YSx5cDEweEDfAurQhVBx7XsdVEtexxyKjfq6QtzxeezwS7P47j8vPK3RTbda9xo0nOA948R++x+WX7nP8o9dY82KzRou6QqR5cVqNkH5zRdOPUFqwigMmqzrLdY0o8kxguHJifLa5dZWUUbHw0NaNLJJQU9XXwWbMTFUJJfd+WfDwRzTUkycDL1XzV7Yu3qY5a60QRsH1fEW9kVJq19YEXkKUeEzCOpNFg7UFNtkzVdGncyuPftln5ysPee0v3yfeK8YzfktKOo6gEdNrr4gTyWzeyBnPtin8VXOVkg30ekvu9ceMVk2TGDj0EL6i110aopJ/fUhtjCEGeRJg43blmTVm0FxxOu5U57dxZU+L34gZ9ufMlnVWs7ppp2vGvUzBWNV128COCBS1Rgpy1h5qseLBT9+OjOBDdcBWSvGLv/iLvPTSS/zYj/0YBwcHfPGLXyy4EXz1q18liiJ+5Ed+JDv26U9/mqeffprf+I3fAOA3fuM3+PznP599TAB+7Md+jMlkwquvvlrZ93q9ZjKZFP4ZoTQijIyCY91BHF95/2JO93VH+XFARuu9KfXj2ebuplL0X58jywqJEBDFDF5b5PlD7Dmt8UdLum87eTccdqX2gwWNk2Whvv29/9YKb7LeaE+sQwavhwVF0JbgckXvnTQvSFI83zyNaJ6GhX7sTnz3vZjaOEwD+jBWHkCGCb13VM4WZa8BgmlM50Ee6O3+S+oetVlS7CtVqlsnimBuXQYdd7dI0TrVaDuHTnvBQtE80/lxUrCTaJO7ZuS67ORjrl+BvyrGbAgNXqhonApkWHQ1E0oTLDT1yzQ2JbUa2TreGta7eWOZJUhBbSzwl9p85KylJ3UPq42EoZbO3OhMX/5aUxuL3CJiY340+EvwF8VjVk5vKTI3tezZwJz3V+mHVudzLlKZpMXg1tUL027mcqbzccm0jkzy8RTkpGINLTzDCuwzai10yjDhJfXihdbFLW4K4nouv71faAgHIg+Qddy6tC9Y7YpCW/b5SJqGOn1DPq1ZDTzCbnVC4cWhRDW8YiyO1uBLZndz4Ja7vmridpCfs/XT35d7NVb79UL/9trJMzXizqayrD2P8adq6MDPN0fSe5N060yeKzJ3WSC0OmyxuN+uvCfjF1rEg2bxHIDncfXplmFsgyIY+4iWb+d3Ca75NgFoY51RWhC0oiejz9UCHUmmVy08T9HqrUALplct4kQy3Jkh647FoiqgXQtIBLPLFmejDvvDKe3hsihHVVxFGTg4C4BQZp07u+rSaa4Z7k6RgWI1q/H6o30eXfV58fCMo6MRXiMxXgE3PWY6/6ljwXpS5+K8Sxj6DPtzejtzvGaSazTb/JLs8UBz8T0JulERIFWlpDv/tt6h8glfQ6BN3prQYz2rc3XR4Z1Hu3zjwSFvnu5yuWjSrEU8vXPFp++e8NL9E+4eXTHcndHohPiNGBkkCE/lLm9CGwuOzsejWwkZkUFwTdCXBnHbxK7lUnX/b1M2QCfFRT39Z9zPFF49odYO6QyWHB6Oee7+GS/eO+X5w3N22wvWkc+7l0O+/uiQbz444Ph4wGLcJFmlyTy1MAC6PEar0Fv1L36SwX+AIkD4qYva7ox2c81o0mJ02Sa28S3bgL47dXaePEW9HXJnf8xBZ8ab57s8Oh2QRJJ6O+Rob4zSgtPzntEbNNuBSbmPwnFtqKP3prRqEY8u+psgp6odoal31iZucGYo6GVgQNk69FlMSiDHtqPZ+jzKWkK9GRGFfk5a8ASfpg+VjOD09JTZbMZ//V//1/zdv/t3+ft//+/zT//pP+Unf/In+Zf/8l/y5S9/mePjY2q1GoPBoHDt4eEhx8cm38Px8XHhY2LP23NV5e/9vb/Hz/3cz1ULFidIa3mxxQbkrtYZaxFQUErkyLFqlD743tm42J7dqY5igsdXmwqCEIjlmmBZ7Eso0J7Eu5hupaAOHo3zPtyyDmm8O6qUQ85XNOarzWt0unPt5OKwYxZa03k9H1eWoV4JRBjT+8a4MD9mZ17jT1b0putiN6mFqHZZYnByANzgG5s7zVoYULXz70fo9TqPtUitEfXLiPplvpOfJQX1BL13V3nfqTKuhUDEmt1X1/nfOpfDWyn2f2edWy4cd636ZUR9ZP7WXpF1bfDNkM5DL2/LmZO9308TYDoxEtqX+EvF4b9NckXVNqc0zfOE5llcuF/W1W/wusPGZQP6MTE9h191ziUqc1v0l5o7XwkzV83MbUxpmueK5jk5YHHiaAbfDB23NrKFRyaao99cFRX+tHjLhDu/vig+T65M5AAmHwd0317SfduCJuecFBz826lDbJHPlYwS7v2LTasMgD9ac+9frDeCu4XWtN+a0n4rn78coMDuv71KG6cQh0OsufvPSxbRtF85W3Hvl0pJNdO5rj8Yc/hImLGX5qT3e5v5c+z5g189Lbwf2X1ZrTn8FyeFc9Yi7J9N2DsZF9qx97r99bNC3y4o2/v1x5VzKMKIg/+j+txHtXw7v0tww7cJMrBDMyFohcbvvRy4f821xIYUoN5Jc+1MGyzGTeK2x85wznja3LQWbbiwaKJZjeOoz+7OjOZ+xOWonbuG3eTG5bapQcYmvuYi7NLorNnfmTBdNljM6qxmNb4RHXK4YxKNPhz3i24sbh/l3W23uxTwhIsatVZIvzdHKWmSe6784ppSaDP96ZfA2nVjckrhiGX48m4B1tL2dCLQCahYEi0DprQQ0rhi+UFMvRbTaazZbS8IZILSgkRLFlHAMgxYhYHJS5N4qETkm012uNfJIVJQlMkvbgc0U9mvBbvusYpnJPu0SY0QGukZ174gMDl++s0VDT/ClwqlBcs4YLauczzuEq6Nqx/bEopCDhbceSiL4T4S20hhPqxiAU4zotNckyjBaNIicRneyvKV5c+OG5c9vx6zP5zSr69492rI40UfHUu8WsKgt8CTirNRp0hHva244KoshjRW073e3Liq2fezfH35Ok/R6q5p1qKMdMCvx7Rba+aLepE++jZFGJBTq8eEK//2sUul8qECHZXuTP6ZP/Nn+Gt/7a8B8J3f+Z185Stf4Rd+4Rf48pe//GF2Vyh/+2//bf76X//r2d+TyYSnnnqqJOCmUrJRtu1gOq5f2d/lY+71rvJr/y73I0QhIabLkFRgS6pQfrI2Skq2dXervMY9pnSeGweKwOeaORBRkuUC2RivI5MAE//jsaF45vKXZBQ5K9kGONIUYnWytTWzYDjN2sBaQCaqEE8j0IUXXMQabxUTdWtp326Mh2k/iy2yeYLSy4N5kp3TnrO2W8Bhi43LUk7DDlW00KDde2OnRjosbZZeW+ZtbsR+pMdcCm8AYjNvQuX9ZvEmGqRSmdugDbIvM6MpKZFKZRa+TEac71/FPSOp8IG3AAvyMVjZNYae3D3nzEv2u32m3FxP2TyllrGqd7BKubdz4YKcqvdGlR7kKjBgrbRJERhdCxxci3FpnDmt+CaBQCGZcRnMlOMOrQxVMYnlOlVj/wiXb+d3CW74NiWpkqwFydJDN0wyvScCO2k762kd1Yro9pbM5w3CWY2rRJrs474y7GrX5c4B1Nrj7LRHu7/iaG/M+bhjspRncYu3AAcCVADW+mLponu9JQd7hoo6WgY8Oh5y0Q65vzPiqDvlvasBSyujZcwsA58q0S3gOWvh76zodZbQgZlVrBKxKfeTWCQKnW2OdZO9bUu9jbZyZVdrYRKCruusRY2paKFXHv7Ig6eX1OoR9SCmVYsYtpYEMkEKjdKCSHmsY58w8VhHPomSKRCSKG2AQWEH3cYVaXKwt604MTFbi7QLJwihEdL+VPi+wvcTAi+hEcTUvISaTPDSaxIlWcYBo2WDi3mLKPKIIz8FcHnOnuK8VcynLv0s/149tA9WyvfZypS6lTVaJh/UOvI3Y3Bu07YjqFdT9Htz7nSnXK2afPPxgXFT8xSdwYJuY8140WQxq1fnAbqu/dJx4Su6vSXdxpqzcce4mLqudeXr0/shg4Rez3glXV610YksMqutnzD+T5hkpH4Qs14G+UbI+8CnHyrQ2dvbw/d9PvOZzxSOv/LKK/zar/0aAEdHR4RhyGg0KuyenZyccHR0lNX5rd/6rUIblv3G1imXer1OvV6vPFdQjGAT8EAxOeg2BWbbd6eqflnhqApiFjn9qyUp2AQ7W/rc1n/Zza4KtAhhQI4rX2l8NtEopIqgtZwEOaK2Cn6h3dL4ysHg1tKTBaq711iwtaGc2t/zsYqqBKK2vnIopFUKbiQF5d0q+UDmkpYyNWBzwNhjIquvs3MIUmXWjo1MUYdcWa/6vmYkJs74qhZdEatifU0BaLjtQ37OEhAUc8Pkc5gTFORzUU7YWXDQ0BqJyoL/C3NdspC5fRVYybRhViskla16D505yggtbDtl3/L0OdpwK6vajLBjKwMj+0y6pQJwbAAEF6BV9W3/zjoS1W1WyemKUqKnd3chhWsxsn1U9e32X7VWXXfsYwB0vp3fJbjh2+QWLVArD10T1FoG7GyNsakqShDNA5SStNsrll5AtDAkBZ3uCn+YMB83TQLOrf76AhL+/+29ebBmRX0+/vTZz7vfZe69zAwzECAggtawOkrIz5+jqKiJWlkoRJNYSWEwQrQISRnN75eUkZiqGJNKMEvFpCpGEitoImW0COBWX4SAII7ogHGYYZl75+7vfrb+fP/oc87b57znvQvOMHcu/VTduuc9S/en+yz9efrT/TQ6y0IeecdYC13HwupKKWvLumXJbnNPx8piBWbJR6PaQ+h6aLZK6Lct/G9vByq1Hs6aWEK3ZuHYcm0wfycZorWBjlyyIwQdE8tdE9AIjfEOjEpfLDzajR2lxLB1yFNheWRSI0Oj4XNHXZ931OTf0jDA9DNjE3jfQOjp6DFgOfkkRgy6E0HTo5RM2EaEiuMNkQkAaVQo3eYaQq4hIhaTLE2aTsjEnCG3Anusi5LjiwhMTGR0jUNjojPT1AXhMuJx4kmeGiOEXAMRgxcZ8CId/cDAatdFGGqIQh2cs9Qpz3xmNkIGRjnd8r61bq/cZr2QTxwr2I6HepVLHmwzRNezsLhcyaqcjUpnDcJUrvaxu74KLzLwo+OT8HsmALFWzlhVDOUrFBtIyymlv1bVMoJhR5gcayGMdMwu1gfDxPJ1lEtPd0KM1bro+Sa6bTHPt1TrQ9M4VldLWdGBjYCJNA0jEou4bqbTpwAnlOhYloXLL78chw4dyux/8sknsXfvXgDApZdeCtM0ce+99+Kd73wnAODQoUM4evQo9u/fDwDYv38/Pvaxj+H48eOYmpoCANxzzz2o1WpDjdWGwNiwY5WP5sjEoKjHU8vtLxjOlqZTMGxtlCMDDByWPNmRe3Dlnl0wBiICWysCk3d6Islu+ZlJog+5+mAJ6RgiI1KyCZFJnEeNssptNFB5yyB2TikJm8vqbYm9Bc5oximVh1flog8EisfoZsleZsHL1FEFuC7mYJAk25aqu0kNUSpHHLeX6TC4OM9kaJu8f1AGaRsQ0s0BHwzNCwf55BvDNEIjpxHLZOfrSL4+syhmQt4wHBmQoxl5BzwhG5QQU8rOc5KJqGxDmree81Dy72A+KiV1AKS/o0GUKdthkS1D8swODa/LkcMiZBTZRhES2X5Neg5HEYh8uYDhDpDUgNEtUFEkRxYyGRVV3VRkJh+J3gYEJ8HWbZcoVUGUnV3ydASIIzuaAUqHjyXnyGnk0oyHwbVCF+VaH4bB0W/baK2U4Fb7GJtoicVF+/rawgckZKyPBQ3U611MT61iYbk6Wh0uKc9aTioX6wAt9E241T52jDfR7tvotm20lkt4suNgrN7BedPzWO67OL5UExO1Rw3zydcBSf89HSsLFWh2hFLZQ3WyL5ywji2U5YrUCdeyfwO+97rIkb9R3/sUFgdPRAWIiXYt+c+AyNMRQUfACAg0tHSKh4UhbU+ZJua+aPEcGF3n0HUuCAsjaBpPCYwZDykDIEiKBlhWCNsM0+hRxDWEkY6Ii20CwLmGKNIQRQwU76NIEKgkIrcpIlP0rK9HXIrSWAsMYrHvJO0XCoZUYKDsetA1QqdvFQ/1WiedwTaB6QS37GFnowmdcRxdHkMvXpTTsCLUqz3oGsfiajk7TK2ovmSCPuK5S4acjZe7WGyX0GvbwwuVFpkdD3GrlftYbbsIeiY0k6Nc7iMIdXSbJUFmNwMmhAw0ncPvmVl1t6LOgg1g00Sn3W7jRz/6Ufr78OHDeOyxxzA+Po49e/bg1ltvxS/90i/h6quvxmtf+1p85StfwZe+9CV87WtfAwDU63W8973vxQc/+EGMj4+jVqvht37rt7B//3686lWvAgC84Q1vwIUXXogbbrgBn/jEJzA7O4vf//3fx0033bSxnrE8dA1kW2IujtybrDGQbQKaJtSHckPFyLbAwkgMv8mRHLItoapWMNeFXFukJ6UFQCzmp+viupwzQUbsEPJoWILaMsXE/KJeVssE/CDr1DAmyqzrQhRBdoA0JvYTAWEcpuEkIloRB9lGhhDIhIU7Bpgnrsn3hJOpgyXDlBLiwhjI0ISjGkSAzqT2nIFMSYY7StKLiYShASz3onECjJgQJtELngzpGgwDZCSIh0xCSNOyETMp4kQWA/MpG8VI7xmDFvL0WLropSYWKE0nNMp1YbBULGCwM77GYILgpPvjdLU4ryBZn0WqJw3xPESZzLEhQpwOy5PqOFmLJ3PPuMgrrcN8uXMOuBjCH9en9PHMRMfiWzc03yaHlCSFw+/NUP7SOyJHAoeIDBWsaTMq/7zENWJSn+RXRETyUZxke70x3vl3ssjGHBkX9kj3WYr2yscy8uDyfzmPUR0gRRGkUdecJoTntGyXEhT1l3k6As5gugFCRmKuDIBBKDg5EYWNP/k62isu3Gp23k5Q0jHeaGO17cJvW6kjms184AmRr2FloQK76mFqvIlmz4mjQmtdV1ymxF4KGborLvpdC5VqH1OTTaHO1jWxuFDFcrOEHWMtnL9zDgvdMhaWq6K3Oq/QVvRoJpEagwME8L6OtldCxxRzJcYbHUScod21EXoGqB8PJ5IX5VwLBLDNCHQV2Um5//ntojSAQf0W1XsyRyghFfGiqomTGa2hIlcIX0OtwzE/V0Hb5psfzZrch82otQGj62StPF+sT1SOjOgWh+P6KNm+UFBLnqkoF71Yj9DG6QGCONilADvHVuEagZCLbjugUIsn9HfhWAFWOy76HWttMiITnCT/oeMiCjVe70BjhGOL9YEKXFF6cvsfq7GZeoSllQoiX4NhR6iU++j2rcGQt81AI5hOCDASEe2IDddZ0uTlI6lrJbs5K4CHH34Y+/btw759+wAAH/zgB7Fv3z589KMfBQC8/e1vx6c//Wl84hOfwMUXX4y///u/x7//+7/jqquuStP45Cc/ibe85S145zvfiauvvhozMzO466670uO6ruPuu++GruvYv38/3vWud+Hd7343/vAP/3Cz5gIAyLWxfMnkoHdZmgMQTtfRfMVkodPSvnAC3t7x4Z5TxrB0+SR4vTz09lPJwfH9E4K45BzGcLou7ACQLigYO1fNV0yie+64OJVnrzv+mgmEk9XhnvhqGc//vxOC7MgRJiJ4O2uYu2osa0PshC5eOoblV4zlKkmQnWP/zzi8mQoyiyYCCGsOjr6pDnLNTIQFAHq7q3ju9XVkokWxYtv8JVXMX1HLPmnxdUffWEVnT2XgaMaIShYOv70BrVIWTmyyACkBq+eU8MzrS+lcEgCpkzt3uYv5S0rxvkE+0BmefouFzi47HRKVKJEFVQOHf95AWDbStFicZ3OvjaffagpiFC8YmZCQ2SttzF9iZ4eGxZtH3mygudcaqJfF+4OqjsPv0BCWRA/tYB0dQnOvhaPXGIMyxdcyTpi90sbslfYgrXg/aQyHf85Ee7clbJYW+wzKBg6/3UBYTp558cc4oXmWgyNvtAf3IonUcMLxS0uYv6Q0WFRSiuo88/oS2nvcjLCAUDQzcPhtJQQ1a0CeKL4H0sKX6T2Jy7jy02U8/zPVITsQEWZfXcPqueX03FTlTWc48tYG/HF3iDiEdRdH3zwGsqT+m/iedc6tYfbq8QE5lxz6hSsm0LpAeleS913TMHf1JMKx0tCzyys25q6eBJIOCundC6ZrWLp8xyAdaSHgzvmT6J0zMUgviV4RYeWSKfCxSnZ4GifAMrFy6bTolJFsAIBovIL2y6dQBH/3OPw948MHGEPnwmlEjcoQ4SFDR+fCKZBlDtXTVsbp2C4Zbhh3CBU32BQy+F0TuhkJRbHYMSlE0W2K4vkxnoFqrQfdjhB0xHCasuuhPNYDM0bnn4KLOTCz83VYRoipqVXopRG2D3qX1gaJ4WzNpTLml6soOR4mJ1sw3QDc1zE318CTx6ZgaBwX7JrF5I6WUGiTnbe8Iyfnn8uLfA39VRsL81Wx2KrrCwWsHV1olWB9tbY0/Xj+0UZRlBzLbed/57c3QpQK82aDv1H7R/0lc3oomd8Tz/WhDaab/s7ZPepvyPZ1ynaKwHQOs+RjbKKNybEWGCMsrVSwvFhB0LWyUZwRDvpwoiLa5lR87N25iHN2LGCl5+CHz82gtVICCCjXe5ieWEUUq6n1WvaAUMl/8jNTVMcy342VGndOrKLnmzi+UBuowCGXTrIdP6+6E2JsXIh1LcfD85yKj0q5j1bHief1sU3dRyEbL3oRMiSnyHaNhMrkRtP+SdbR2cpI19HZ/T4YhiMm6IfR8BwBXRPHkmiE3ItsGvHK61KPbwwyjUG0JOcMpNGeXNWSISRnWSCpa8X5USznmjkGiB5dxwbzfLBQLL4JAGh1wDQNfGoMrJtVPAMAaBrIMYePaRrItYTj2fMHNsT1wasOWD8cRGfiawBBdvRYXY1JkSxuGeCukZXAjhHVhEOdHpMEEIIxF3o3gOZJZSYCmTrCqgXj/3wf+uQEop0DxzByDAQVA/ai9JBrDMQYgpoJRoDZ9OOoDdIXpT9lw2xF0L1ocM+IQKaG3qQFd84b1EVsR+ToCGoGnHl/6D779XicbCteR4fFERIN6O2wYK2E0AOemYtEBkNvhwVnIYAWy2ibR+YRnDWFoGoiqGhwFgbdhQmh9MaFUomz4GcWLGVE6E5ZsFcj6N1wYD8JlbfOGRbKx/yBjDWJ5yks6fDrhlijJkeevQlBqOzFWKVOqsfOLgfOUgijE2SGcJGuobXHQfVoH5ofZZ57/bkFRPMLYBecC3KyAWS/YSOoGig/3R6av9XdW4bR5bDme9lIFmNYvaCK6tM96B0vc7+4Y6J1dhm1J1vZ6CKAcMKF1zBR+dFqVqwAQPesOvQ+hz3bStNK6rJ1/hjKR9vQ2tkILTkm2ufWUf3BElizA3AOqpQAxsDrJfR3OCg9tYg8/N0Ncd9nV4c6SbrnT8J5vgut1RXZJ2TSNtE5dwzlJ5cGsvXxNVGjgv5MCeVD80PfG3/XGKAzWM8sD5G4zsum4BzrQk+UJZP6NQ20Xj6J6hOLYH5wWq6js9WRtE2X33UzlvzJwbo1o3o/dYLpBiBiwhHZ7FAQjaA7EcrlPvqeCb9jpY6CZYRYbZbA+wW9uEUTDDXAqXoYr3ak6E420lD/nonIAtrnBxuLHjBho+kGaFR7IGJCKa5vgDExhG+60ULN7mOuXcXyarl4YvNmPBk2kKwtOz44AZ2eLYbKyPMJCu6JsWjgp5N1dA6ssY5OgYOW+b1Zz0t2+kYdWyt6sNF9AFhXx677gGffQNk1edZCPn/ZNhTsH8p0neMn+Lp119GRIgeaFaFU8uCYIcJIQ6dnI/CM0Upk60Ru0p8awXIDzDRaqFieeL6bJfBAE+Sn5KNW6sMLDDTTCf3J+7Z+2Ss/tKD5QPMVvtRBMIji6BrH4koFgUxwRjwTybV2WQxVa3UdeB1LEKaKaB+7bXugjLYZkmPEC4GGulBMHPX8QBC0ar0HN2rif97xqQ21TSd0js6WRDKUhufUnxJHLeLZdWZkQp6u40KpbG96TF4MNO79FedyME+S/E0vYGIYXBES8lN0KOJg3X7qLKfOT1w2lkhI5wkX54LkJLZJw3BSgpOvDyJorX6WDMZpgTEYq70MSUhs1/wQmh9mJ7XH0Ns5giMdN5e6aRqZug05rLk2eBRlesPBGPR+CM3LLo6JkAOGBmt5MPxwUE/it3M8T8IozotQOjaQ4ZaHvBm9CEZXLNAoR4hIY7BWsx9GMWyMAM7gzsX1m/sGskAsgFk0PMjohDDaubqNh5c5xwcOfUpadAARofy8lx0xEg/l0wKO6pEehkCA2Q5hNnMf9jgNeyEmsnJkKa7HypHu4PSk/iMCiyLU/reTjaLl/jMi5PtUrOU+rES9OamTOAJTfrotzTka1AsjQuOJ1biukZmkrPUD1H+wUji/y1zowlwY7JOHb5WeXo0PZJ9DRBzVJxaz+5L70A9QPRgnmItIaisdlFY62fTivKxnlgcnSnVMGhOLBSfZyPPzvACVg3OZ/JP/+kob5YSsyO8mY7Cek/LK5Vl+QkpPrt8gRO3RY8PXKZxwLLZKmJ5pYUEvw2vb8TdYfpnj3xFD0DVhuOFAkS1iAzWx9cZlEBD1dLRCF6WqB7PRQ7fpoLPiwi/5GG900Ex7YYFMj3wmHdEu9Js2ZvsGGo0OylOrWFypiLk7snfCUEyURtiHiKXzd+yyj/F6B35ZR7Ptwu+aeLY3nhKeHTvnMN+pCMIztNr7OnUhncc9HT1fR69lw7AjuCUP1ZIHP9TR61liGFLSLG92CE5yDUexstmJ6l5OHN2UmOXyKCI28nUj9pFRINJSlI5sR55s5W07WTjR6cfPrmYmQ9MCMCbm3ix1Ktlnbi1SsFYWOsF2A8w0miibPubaVTy70BDCBQxwyj7q5R7CSBfvl2cMommynXm7R92X5BWU5uIsd110Ws6G5xIxg6NSi4eqxdLRmhWhWu6j75vw4jlEm4VmRTDtMF0IdD2S0xjrwLUCzD5b3XAe25/oJC9r4ryvMX8gPV92bDIOv7SdIO/4y/uK0hw10DW5pmCY3NB1ufH8qTJbPk05vVF5FwX01qujvN1JdpJ9eSUvRgNnkDKy1hgIERTNi0gQUTrvJ9NexmVM517EMsyka/EQtIHSV7IPGBCgofz0/L2U2meJbOZV1OT6SPfx4fIkZIDyDU1yHaTz4vk/yXA7WSiI+GA7Lw6QkcfOYaAOl6SdRDdQPNE+kX2WCKCcVybd/H55OCWQE66AmBuXl5+Wrk2jPEXvV4JE/EKShs4IIhANvpVF78eodHPDR9PjRe9t/r/8TZDf1xH555XVRqJo/kzR+y0f22h6OUKWKYvCSYHftXB8RcdUo40ljdBrOlmyI39YOEPYM6DFiykKRTY9flfXuUeJnHCgobPiwir7qDa66HQcBB0LS4GOWq0H2w7QXnXXV3qLScLSQhV22cdULCrQyl+bYBPqZhQx9JtCJc0p+9gx1kLfN9HqOAh6WcIzvWsWC90yFlcqYm2S/Hj+UdkmH9Kk6iKGsGug1TPQNjgMO4Tr+rCqPfQDA/2eJdIP13ufcnlqGyChm0G+PElkb61FZhNHfOjbvYH0R6WRJzJF2MBj+YLOzdv0Qq9nuW2J3BhmBCJgvNZFx7OG177ZaLqZ/cLARHZ6pt6CawQ41qrimfmxlODYpQD1cg8R14TQQDLnpwh5kpUnCJnfQlFtoiE6xY4t1hG2TEHCiwhqznbTCVGP34fl5QrAWSod3e448ZA36dqN3A8m5KNNawNr5MQKdONjIgo1t1gHjzY+dG37Ex0Aae/vepAnqUcFF8gkp6C3ttCxGOUYyViPgBSRHE7CKdYGk9JHkaFMevn9SbQnGb4mS9ZmFLIK7EyiZVqu7ERiaJs2/IIOKWcV2ZjfR5TNP6LCCFGGABIN1p5JJnBL95QlctN5h1+2LXlxE+lpKb+sihobkJBEkjr/EcohFQngHKniWy7dTF5MiirJTnSmrkbkJTn/SVQkqRMtLb90vjRhn1BA5mT7ihzttA4JJM3RyRzjAAuCYnKfIVC5d6LoHeO5Msrn59IbsrtIiZHn8ixCbj/JpGaUHcDgXZX2r0twgOE6Wsu+9QjOqHpZK02FEw6r5CPs1zC7VMP0eBO6ztFecYEIowlGfyBSEGgkFNk2ilg62m9ZiEJdDGUzxFC2laUy3KqHsfE2mq3SQF2t6OVPPnahJubueAbq9S7OmF7BwmoFxCxYqy/gGZJfu0BDb9VBv2vBLXsZwpNEeAwnwI5GG+fvnMNy380ulDjKwQeAgAFW/psgTqZAQxBYCDoWmMlh2iEq5T6MGocX6uj3LPAVo1iI5GS/NvnyrEVwNptW/liConasqG7XcrrXy3ezxUgkx9MFXzd5fa483CK4tT7KsYx217PQOV7G8bVIxoi0ssfi7zsDmMFRrvRxRrUFXeOYbVVxpDUhCE4sQNCodBFxTawz1d9A3sD65BQAN4DqWBc1x8Nyxx0oqpnr1x/TOdyKh7LjY6XlIuybIipUFyRjSDp6o/ciFh1gGgnp96KypsRLCD9MjrUQcQ3zSyKS41YKRiaNwEuD6BQ1/LK0bb4Hm2g0qZFkiYewXqQk2S8PJUv2reFcpKpLBeVgo5yyot5jeVsebjPkhBaTlIxjOEqeO9mOy8giZBxQmVikPfF54iOracTEiJG0Zo82onyJ4wgm1rEhQqLzll82geIoRTrULUMGJAebkKqXpdcylu0FSfLhg2uS/UO9YHKDIIliDDm7Qw2H/FGK80v4Rd7pTqOAg+cjiWxRYqekXCfSkK9H+rwl5ErkJznISVQm8+xkCQoxBlZw79M0kmcs73gzVkxm5eifRG4yohRF+aQGsOH98nNcFLHNR33WwjokJENyUPDujuooKbJ7ox0ZRemNwqjIk8JJg1Px0G/bmFusY8d4E8Y4x+pyOatqliMbiSKb4QTgOiHqxeP289+aBOliXPGxRII6EJLTyVC23kIJQc1ArdpF3zbRaznDUYx8tIkYuKdjeaGKdsnHRL2DlUYFWih9IzcD+RoShKe74qLXsVPC4wUGWm3hdB2bHcO8XUWj1sVPz8yjE1iYW62in58YjkGahXNO8lEnAsjX4PsW/PaA9JRLHlbGhFIrNxk0KwIPtWz9JvmcTLyQupWRv7aIuIw6d9S+n/TYRvFCCJ7s/ugcuskRxYq7vCrWa1ltuQiDODJo8Y0RjaF8pDaQiWFZ9WoX05U2Iq7hWKuKbscBD1ksQOClEZylZlkQnFj8IUXRczXqMy+XUyNEJsBtQlmPxLo4+WF3MuS043k8tYqYM7e4XAGFGoz4Heh5JvyulV2IdkP1I+wScw4xWC+ryD+CsMOwI0yNN9HzTayuloT0tuujt7Rx+nIiA6tbFmSbiGbGsuvFJHMPKi6i8Vo6R0UGb1TAq+VhB19jiKYahcpEZOgIZxrCics5KOTaiCZrhYSENypCxS0PxhBNVoVYgUyINAZmWwhm6pn1d1K1LNtCNF4prA9ec8ErOdWqeDucrAgVt+RYGlHREExVYvGGLEkkyxDKVKltWnpdVLURVYulV8MxF2TrGdU1Fjt24Xg5DrsMhlmBA9w24I85w4kRIaxYiMpmfE32sD/ugJsDxzpVBQPgjdupw8xCDi0U69tEjgFv3M5EQABBGsJSrNRGQDL0LM1rzAKZBQtkMQZvMlE7w0DVjABu6fDrVppeuqgnJ4QVE5FjpPsH1xGCugVuSK8xJ2E/gKBqpvuE3fF6NKaOoGIODbkDgKgkhCUy9z65XxVLyIXLiG9dVLNEHtL9YpxjSOtESpNMHTwRKMg9b+QYYnHahFTFaYNjoD6W7JPsH0ovfgdJ1wfpSXWSHIMmPdeyLbGASL6exCxpI7svNYoVdxQA6XdhaAFQxkCGniFCmWrTc9+T/LEk37w9+WuSiNMo+xIb8+konHD4LRthqMGpeOAhw9x8HYbOMTHZArOksanEwPzs/aJAQ9C1oGkcRikcyAsXYYSKUkIifM9AtdGFUfMR9g0sL1WgaYTGeDurrpYJY1M2fQ4EbQtzcw3oHtA5kwaqbhvFqN5+ifDMzdfR901MNNoYm2jBsEOEvo6F+Rp++NwMVrou9owv47xdx1Eb70Czo5zjhOHf6yEhPS0LK4sV6MsGwDkiC5gYb2Nsoo1SvQfDDcGM+L5tJJ+N5D3ynm7g2heConuwZtRC2k6c1I2U60SCSf/Z8G+mCzEBu+KhNt7B5GQLtWpXDPnnHPqSidZySQwHDTUURlOBbL0UDcdMIjixetgZM8u4cNcsao6HI0tj+NHzO9BeKYEIcCsepiabKDs+FlfLWFiowk/kotebDybfo6JnjBF0J8TkjiaCKsFsMSwvVgdCBqOenaS+NIJb9TBe76DnWaLjhTO41T5c10er7cJr2/FiryPSGZE+Mzisko8oEt+vobW8ciTHKgU4Y2IVrb6NlZUytITk9CwEniI6AxABuo7etCsa+FzPeVR14E254oc8ZIsTvB0loRomXxOJaEd7TwlkW4V5tc90hfMhO2GMIaq76J5ZHjgbkhPSO6OMYNwtLMLqOSXwikQWYsebHAvLF5QGDldyWGPwp8pYPa+AOBGhdXYZvd3l1GFOy84YFl5ZQtjI2cEYeMnC3KWukO5NhoDF9eLtKGF+X3lQP5JK3fL5ZayeVwLyQ5gAzF7poj9VQjIfI+mh566J564uQSu7g2vi453dLmZfFdcFz/4tXOxg8WVOXD88loTmIAY8f5WB/g574PwmRMw18NzPGuB2dhE5RkB3xsKx1xjSRHlKe/0XL7axfIEdy17TgJxA5NWZseN0BuvihGUDz75OQ1gxM8PoQIT2LgvHXj2QuE7/c8L8KywsXiRJWcdklnQNzxzQ0T3DTm1Lvr9RycDRNxqIHGPIR2mf6eCZA1ZWbCKuj9nLXcy/0kWqFpdG4ICjb7DR2itJLSckxzVx+K02ooo1RI7kMuYjN0sXVvD81cVk/LnX1rD60/ExaQ4ODA1Pv7WCYEdpKL1gsoQjb6ln54ABAGNoXVDHsavHso5/XGfz+8fQOr8xPDfN0PHc6ycE+U/yia/nVQfPH5jMvnuxHd6ZDcy/ekcmrySas3LJDnQumBxaH4d0DfNXTWU7JxLyVnIw91pJXlpKNzijgeUrprPlirc7L5tC5/wdBbULLL1qRnTI5ECOhYWrzhDftvWiQwo/GeIJ+IFvwK14YIywuFhBGGmYmmxCc6L0xaWiNSNikQICYJV9QXaK5hGkk/mkvwScIeiYaLccMfG63gOIob1cQrtro17twq33h3vRR6yhQyGD3gOMFoNtBpieXoFV9YVd681xWMt5lwhPb9XB8fkaun0bjVoXExNtWCUfPGRYWSrjyWen8exKHePlLs7fNYfpmRWYZR9MLsMLfbQ5wCLhR5hdwsKCkKtmDKhVu5icaKEx3oFb60O3o5j4SHluNN8N9NifUFDu/yjk8y8ipi8Emy3XGucnKmlW2Ud1vIOJyRYmxtqwrRB9z8TiUgVLC1UYvaSdxfrkIp+nPEQklofWTI5Ko4ezdy7gvOl5cGI4NDuFI8cmxHAxzqBbEWYmV+FYARZXKlhcqMZSyvK8OOkvn29+O0cuNTNCdayLmTgCYq0yaAGG5xfJaUvX606IxngbjhVgabUMr2MJwYGaiOy0Vt1ixcO8TQX7dTuC5QQIfGNYWS1/eky2phstLLTKaDddGFYIx/XR69rx9Rt/aLa/vPSuG2HoTra3dtR4d2BYcSwPWZo6P7xNRlG1JuQmv0Bhfs5Fft6DbG/8n1odMF0DVUrZVeQZy/QSF/Y2F002Tvblh9XJ1xm6kOguqrt4wVGRxsBmitcuYlGUnQ8URxZYyJGsak+alhmOxA/9L7SJcdDMRGoDMQYYmliANNNjL3qpiWFAIhLnWGfgpg4tiIbrmDFw20hlkdOJ4STSJF3kle/ASaIoWiAWk02da07glp5GVZJ96aZrQPOilKzoz84j2r0D3BK9+Xq8IKu83loSidACPiTKFJWk9HI2hmVTSEHL9cSEU02GBr0XZJ8rLuwDICS/U6NFHUauKRTvpAVPE/IVVm3obV9E56Q02dwS+OIStPPOFiRZvv+2CW5qA2U+qcqimg0t4GA9scZFMsyOGENUd6C3+kOLf5LOEFUdGCu9LAniBHItkKlDa8ZKdFJUktdccY8TNULp+Y8aJWFfmJXNhqYhqrvQlztgrY6IXFVjsm9b4K4JfWkg3Zw8V7xaAosiaO3+0MLA0UQVWrM3WFBYujaarEJfaIlnW3qvybXBSxb0xdbAtuS5rglSqjW7Q+95uKMm6rDvZ8pFho5wqibkrzkX8tJH/krJS59AJG3T7r/8/6G5Tir/7Li+mAMSaCjV+qiXephfriLoSAu3FC7kR9DsCIYViaEvPQMZNbb8PJvEOcqlAV1Ix1pWiG7sTCRKS4bGhbxtz0CyGOUoOer64xYiG2i/zIcZD2fzQx2rzTKi/hpO0maQNHGx9Hat3AdjhHbPhtczwUMhz2vYIcZrXYy7XfRCE/OtCnpdC9wfIYG7AduMBXMgL/36wXeSaQSmcxhWBNsOYBsRGCMEoQ4vMOD7hhjmxlnxxPa8YyvbUrRvoxjlfK4FX8Ou/2Z47gAND/XLp1cUYdhMfhkCUZD+WucDYDoH0wmGGcGyQjhmCMYIYaSh75ui3gNtaEjYzD2xvPRNI+Sl17SZxKeUiWesUe1hstRBxDUcb1fQ6jhi/g0AwxKLaLpWgK5nod1xhLhBEcGS67GI6CTnMIi5ZgyAIZ47p+xjrNJFPzDEu+bpqPwglpd+pT9cp7IvEV9fcT20ezb6HdGJb5eCrOBA3s6NQBPDz3QjEvLtyfo/I1zsZCHSmuNhflVIX1tuAMPg6HWsVLSA9/p49jf/PyUvDUA44ESidx8YOBCpYz/cw1ukOjVEfAonIxaQirXOyW8XER4AibxzEQFJnfqYwCTOE2nF5xdOZM/0cvPsecCAoMjOXt5GoozzmBxnUZQ9J8lD08B8sX6OPNQJRGJeR5HcNufimD+8rhELkyED0jozMXlCRNBinVAhUMAGcz2IoPUHUuGyRHKyAOdQWTEgODJJSIhGQlZkJMQlXe9Gro8oHjKX5J2Z1wIwaW0aec4REKcnPzuJnUQw2pLjnlyf1PuIeXxaL64niXAKAqhBj9OT11BK0jWakgJKPmqS/JfKCwDMC6B7g3siz5MyVvsD9bTMXCISREauv+RYEMFY6mQLlAzb6/lgebXt+PqU/OT2gzEYx5aBMBRr5MjHogj6cjavlLT0PGiSxLxMaLRWdzBvKveu6AvNwg4TFhGMuVUUgXX70Hve8DNANExwpGPG8RHphRHM55ezZVU4OWAkJlZzIf/c4xackg+fmeisOghDDVNjLSyZpViRDcUEgxh430AQaWLejkGCUCTO9AhhA2HDIA2EYmHQwDFQrvQRWiH6bRutpTJMN8BYrYueY6LbLJi7U0SmIiaGs/VNuNU+pidW0e7baLccQTSKHK+NPnLJoxwx+G0LC10Tuh2hXPJQn+yJCeVdG2HfxFyvjnmzinKlj+laC/ZYiOW+i+VWCX4/t25O3lHfhE3EGYjr8AMdfsdCOyY+uhnBtkPUq13oGiHiDH4oiE8U6uBhQnzydVqQSWJPnhwUXSefN6occnr5/8nxzd6XUdcU7eOsIFqYK4ecRFynmk4wrRC2GcI0RHsbhDr6vonluLNgaK7LT4pkaFocvSmVPOyodOAaAVb6Lg4vTMCPRQSYzmGXAlRLfegaR6vnYLUpJu4XEpxMPqPLn4IA9xkTRhfoXtbFjrEWiBjmVypCfn4T5dadELWKaANl2ehyyUPEtWHBgfUg3WdmcJhOCCLA6xQMVctcJ5TVGo0OHDPE3FINUajBKcciEW17w1LYeWx/oiMrZo06DgyIi0xgZMe9aF8RCZJVyEZFjfKOf9F/eQx9nuQkvblEQ0VLenyHJ7cLW4jlSE7ueD6PkcfkMiRDApNt2d6EiOlaYRmG0pYiTpRzBIfqtIj4JU64zkBxlyYjGu5BSzqp0l5P2WbKHkuvkRz83D0Rims5AibZmZnMnxzj4h5Ck65PIiFrfVQ4B8tH3vLkQ44cJsIBybF8HeS/YBqACIO5UwnhyBNkuR5ispeRjy60vXibZeqSsvuKSHnejvw56z3j6ymrJWmYxmCeTv7Zy12Xj9DI823keXQj8xqR7rqEY1TZ13qH14Jc1s1IzStsDpR18rino8dtuBUPms7hdSwcjzTsGGtB17lYnDOKvYgCR4YCDQG3YDghzFIgFgEMtQEJkZ3QNWzifR2toASnIslQ90wsBjrK1T7GJlpZZbb1ihkydFdc9LsWKtU+ztixipWui27L3pwDVZh4XB7OEPUMNPsG2qYDt+xjsiEmgDc7DoK+gdZyCe1VN43y1Mp9tBjSHuuREsJ5B30jrxENiA8PdARdK3XSdUNIGDt2AKssOogizhBEOoJARxjqg8hP4hTLaxLliUwRsSmys4jE5etxrfIVpU1Yv25G2URAfi00eZ6JqC+Crov6Mo0Itik64hKy2O1bWbJ4oohNfmFPBkFe3ADjlUGEcKFdFs9OHL3RTI5SpYeK46XPnt834/ksrLijIkGyhpVOa5K9RCygtzeAWfUw3WhjuV1CP53jg+FntuAeMYPDLQtFtVbXgdcVkeNENrrTszZNmuQ8NFNaH8fXsiRniFAL8YMdsbLa7EIdIKBU8RBF2qBsLxDbn+gkkQb5d94hlDGqYc/L0CbRn3y6skPJaSCLPMqZGjW8LElD/p0pFwe4Nvq8vPOzBjkYIh1phIUGc41GRYCKrpfWrhF1UuAw6bmyy2WQFwnlJJESGnwYRzm/yXZEhc6z/DsjdZ2kHa99wKKEHFF2bZ08iZBtKLqX8nXJmi8pmYnrOSIQCqJ2HIChoVAhL/9brpekHEWkIt7PcuXJrHsU5fIhQrom0Kjy5/NJ8kjWT6KBPUUqcRlyk/zJZL+o3GsNMc1DY4N5R6MgE/W4fEK2fQRJz2FIYEDaNzJLmRyt9fyM+obIx2SyW1SuomuKzpHvs8LJw5DUoZA37jYdOBUfdtmH37Uwu1DHxFgbzmSIpeUyuKdnHV8Z8ZowmhPBKgVi9fZEyGCjtzOWoe7H0Z1SuY/Q1tFv22gvl2A4IWrVLoKSjnbTFemPnMCdOHeCyDWDMjq2g3qtg/p0D0stMQ+AkjVh8g7aZpB8Cn0dHd9F17BhOiEqpT7MKkfHs8RCoHGUJxnaVnU8nFFroheaWOyU0O04L2xRSNmJLWyyY+ITagh6Jnrx8KeE/OgGh22FKLsedI1AxFKHPgw18EhDFGmp05y+vmvkWWznOr9HXVNUD2tdu+YxAhjAHDGHSTM4NI1D1wmmGcLUI5g6ByeGINQRRDr6nolOrFi2KVKzmfsn/4zvjWmHaFR6aDg9aIyw0C3jybkd4t3iQj3NcgOUXQ+OGaLdt7GwXEWURJUA6VnK+06SbSzZgdHvQSy1XKt2UbICrPYcHDveGI50rHWvpHVx/FBPFdU0K0Kp5IFzDc2mm1UT3ChiEpYOVUsipkVlYgB8DbDFt2pHvY1WHPFlGuCWPXieMSBbCal+AXxn2xKdZOpRSIFw3IBBw81pEGFInHHZb8sPwUpUjRLHKsyTnhFG8NzTlu8VLpKMHkV6cvuI+4Cug3Fp2IqUvjzsSE6HkHUeh9YfyecXSmnnUeQMJS9yJB0nqT4TJzAZwZXslyM+jAE8REQBiPugyEsdYWJscD8T5Bf5XIvI5h3ofJF0NhjeBoiohjRMI79Wi5C9jm0qeg6SrJIoRzC4DkRgoQeKPPFBTL4H0lCt1AGQ8yu4F4xoUKf58gKD+x8P6cscj+fgpA6+NBwvLYMWE648v0vskebRZMhQ5CGKfOiRB0qEGwrsKnLiCdpgzk8ROIl6z69/k/yWh3Umz0zBsLs1o5kbAOO+KBuPuyblOlqDMCTP8lCkrLDjIpPjGrYjS1Q0TezMk6m16hRI6zDkfpzNC/U+FfJI6pL3Ri941+0J58kyeui3LRxvm6g3upgsdTDfrxVPCJacKN4jRCaHafcRQUPkGWsPGykCI/Au0GxqMF0POjxEkQF/Scfiqgmn4mHM7aAZOfC7VvrcR14kdGD6xeNjeRdYWLFg2BrG6yuoVTmWmmX4vVhqNmk2Cx29gv35YtFgf9QC+syCbkVwy31M2KsITR3Njo2gb8LvMhxdLkEzHLhlD5PlJZw55qMdWDjeqqLfMcEjyeFjAPcihPARBX3wXtFHd/16zTu8Yexkd6GBMbG2iqYRdCOCbngwdA7bDKGbg49LRBq8wEAYaQgDDTzSwWPRhwwJGpLOXuc5YAR4OsKAgfeoeE3Bta6Vf8aOL4vLoxkRDINgGSEMnUNnHEQMHDGh8XT0OgztUAdFOojLQ72K1qJ44YgCAyH3EHn99FlN7DXMCPVaD1PlNjQQFnolHF5whePOGYAImh6iVPZQc/oIIh3NZRtLfbFGDVFuzs9a0Zy1ojzSOZrOUa56aLg9NDsOnp9zEAUMoIL3LH5WI4+D/MG7yAyOSrUvhtvNuwg8BsCDU/bh6AHaiw5CXwORX0zKUntGmBkTQ+oDfc8UfupaxdIIjuFh0upgYb6MfofBMLuw3QCdRQuRH0mdpRBDfY3s93MjbdO2FSP48Y9/jHPOOedUm6GgoKBw2uOZZ57B7t27T7UZ2wKqbVJQUFA4MdhI27RtIzrj4+MAgKNHj6Jer59iazaOZrOJM888E88888xppXKk7H5xcTrafTraDLy07SYitFot7Ny58wRb99KFapteXJyOdp+ONgPK7hcbL2W7N9M2bVuio8XDk+r1+mn1ACSo1WrK7hcRyu4XD6ejzcBL1+7TyRk/HaDaplOD09Hu09FmQNn9YuOlavdG26btv2CogoKCgoKCgoKCgsJLDoroKCgoKCgoKCgoKChsO2xbomPbNv7gD/4Atm2falM2BWX3iwtl94uH09FmQNmtcGJxut4XZfeLh9PRZkDZ/WJD2b0xbFvVNQUFBQUFBQUFBQWFly62bURHQUFBQUFBQUFBQeGlC0V0FBQUFBQUFBQUFBS2HRTRUVBQUFBQUFBQUFDYdlBER0FBQUFBQUFBQUFh22HbEp2/+qu/wllnnQXHcXDllVfioYceOmW2fPzjH8fll1+OarWKqakp/PzP/zwOHTqUOaff7+Omm27CxMQEKpUK3vnOd2Jubi5zztGjR3HttdeiVCphamoKt956K8IwfFHKcPvtt4MxhltuuWXL2/zcc8/hXe96FyYmJuC6Li6++GI8/PDD6XEiwkc/+lGcccYZcF0XBw4cwFNPPZVJY2lpCddffz1qtRoajQbe+973ot1unzSboyjCRz7yEZx99tlwXRfnnHMO/uiP/giyVshWsPsb3/gG3vrWt2Lnzp1gjOGLX/xi5viJsvHxxx/Hz/zMz8BxHJx55pn4xCc+cdLsDoIAt912Gy6++GKUy2Xs3LkT7373u/H8889vabvzuPHGG8EYw5//+Z+fcrsVirGV2iVAtU2qbVofqm1SbdNm7c7jlLdNtA1x5513kmVZ9A//8A/0/e9/n37913+dGo0Gzc3NnRJ7rrnmGvrMZz5DBw8epMcee4ze/OY30549e6jdbqfn3HjjjXTmmWfSvffeSw8//DC96lWvole/+tXp8TAM6aKLLqIDBw7Qo48+Sl/+8pdpcnKSfu/3fu+k2//QQw/RWWedRa94xSvo5ptv3tI2Ly0t0d69e+lXfuVX6MEHH6Qf//jH9NWvfpV+9KMfpefcfvvtVK/X6Ytf/CJ997vfpbe97W109tlnU6/XS8954xvfSK985Svp29/+Nn3zm9+kc889l6677rqTZvfHPvYxmpiYoLvvvpsOHz5Mn//856lSqdCnPvWpLWX3l7/8Zfrwhz9Md911FwGgL3zhC5njJ8LG1dVVmp6epuuvv54OHjxIn/vc58h1Xfqbv/mbk2L3ysoKHThwgP71X/+VfvjDH9IDDzxAV1xxBV166aWZNLaa3TLuuusueuUrX0k7d+6kT37yk6fcboVhbLV2iUi1TaptWh+qbVJt02btlrEV2qZtSXSuuOIKuummm9LfURTRzp076eMf//gptGqA48ePEwD6+te/TkTiYTZNkz7/+c+n5/zgBz8gAPTAAw8QkXioNE2j2dnZ9Jw77riDarUaeZ530mxttVp03nnn0T333EM/+7M/mzYmW9Xm2267ja666qqRxznnNDMzQ3/6p3+a7ltZWSHbtulzn/scERE98cQTBID+53/+Jz3nv/7rv4gxRs8999xJsfvaa6+lX/u1X8vse8c73kHXX3/9lrU7/3E7UTb+9V//NY2NjWWekdtuu43OP//8k2J3ER566CECQEeOHNnydj/77LO0a9cuOnjwIO3duzfTmGwFuxUEtnq7RKTaJtU2DUO1Taf+Gy9DtU2bt3vbDV3zfR+PPPIIDhw4kO7TNA0HDhzAAw88cAotG2B1dRUAMD4+DgB45JFHEARBxuYLLrgAe/bsSW1+4IEHcPHFF2N6ejo955prrkGz2cT3v//9k2brTTfdhGuvvTZj21a2+T//8z9x2WWX4Rd+4RcwNTWFffv24e/+7u/S44cPH8bs7GzG7nq9jiuvvDJjd6PRwGWXXZaec+DAAWiahgcffPCk2P3qV78a9957L5588kkAwHe/+11861vfwpve9KYtbbeME2XjAw88gKuvvhqWZaXnXHPNNTh06BCWl5dPejkA8Y4yxtBoNLa03Zxz3HDDDbj11lvx8pe/fOj4VrX7pYbToV0CVNuk2qZhqLZpa30rVdu0ebu3HdFZWFhAFEWZDxgATE9PY3Z29hRZNQDnHLfccgte85rX4KKLLgIAzM7OwrKs9MFNINs8OztbWKbk2MnAnXfeie985zv4+Mc/PnRsq9r84x//GHfccQfOO+88fPWrX8X73vc+fOADH8A//dM/ZfJd6/mYnZ3F1NRU5rhhGBgfHz9pdv/u7/4ufvmXfxkXXHABTNPEvn37cMstt+D666/f0nbLOFE2nornRka/38dtt92G6667DrVabUvb/Sd/8icwDAMf+MAHCo9vVbtfatjq7RKg2ibVNhVDtU1b51up2qYXZrexGcMVfnLcdNNNOHjwIL71rW+dalPWxDPPPIObb74Z99xzDxzHOdXmbBicc1x22WX44z/+YwDAvn37cPDgQXz605/Ge97znlNs3Wj827/9Gz772c/iX/7lX/Dyl78cjz32GG655Rbs3LlzS9u93RAEAX7xF38RRIQ77rjjVJuzJh555BF86lOfwne+8x0wxk61OQqnOVTbdHKh2iaFnwSqbXrh2HYRncnJSei6PqSwMjc3h5mZmVNklcD73/9+3H333bj//vuxe/fudP/MzAx838fKykrmfNnmmZmZwjIlx040HnnkERw/fhyXXHIJDMOAYRj4+te/jr/4i7+AYRiYnp7ecjYDwBlnnIELL7wws+9lL3sZjh49msl3redjZmYGx48fzxwPwxBLS0snze5bb7017Tm7+OKLccMNN+C3f/u30x7LrWq3jBNl46l4boBBQ3LkyBHcc889aY/ZVrX7m9/8Jo4fP449e/ak7+iRI0fwoQ99CGedddaWtfuliK3cLgGqbTrZNgOqbVJt0wuHapt+Mru3HdGxLAuXXnop7r333nQf5xz33nsv9u/ff0psIiK8//3vxxe+8AXcd999OPvsszPHL730UpimmbH50KFDOHr0aGrz/v378b3vfS/zYCQPfP7jeSLwute9Dt/73vfw2GOPpX+XXXYZrr/++nR7q9kMAK95zWuG5FGffPJJ7N27FwBw9tlnY2ZmJmN3s9nEgw8+mLF7ZWUFjzzySHrOfffdB845rrzyypNid7fbhaZlX0dd18E539J2yzhRNu7fvx/f+MY3EARBes4999yD888/H2NjYyfF9qQheeqpp/Df//3fmJiYyBzfinbfcMMNePzxxzPv6M6dO3Hrrbfiq1/96pa1+6WIrdguAaptUm3T+lBtk2qbNost1zZtSrrgNMGdd95Jtm3TP/7jP9ITTzxBv/Ebv0GNRiOjsPJi4n3vex/V63X62te+RseOHUv/ut1ues6NN95Ie/bsofvuu48efvhh2r9/P+3fvz89nshhvuENb6DHHnuMvvKVr9COHTteFAnPBLKyzVa1+aGHHiLDMOhjH/sYPfXUU/TZz36WSqUS/fM//3N6zu23306NRoP+4z/+gx5//HH6uZ/7uUKZyX379tGDDz5I3/rWt+i88847qRKe73nPe2jXrl2phOddd91Fk5OT9Du/8ztbyu5Wq0WPPvooPfroowSA/uzP/oweffTRVAHmRNi4srJC09PTdMMNN9DBgwfpzjvvpFKp9BNJYa5lt+/79La3vY12795Njz32WOYdldVetprdRcgr25wquxWGsdXaJSLVNqm2aX2otkm1TZu1uwinsm3alkSHiOgv//Ivac+ePWRZFl1xxRX07W9/+5TZAqDw7zOf+Ux6Tq/Xo9/8zd+ksbExKpVK9Pa3v52OHTuWSefpp5+mN73pTeS6Lk1OTtKHPvQhCoLgRStHvjHZqjZ/6Utfoosuuohs26YLLriA/vZv/zZznHNOH/nIR2h6epps26bXve51dOjQocw5i4uLdN1111GlUqFarUa/+qu/Sq1W66TZ3Gw26eabb6Y9e/aQ4zj0Uz/1U/ThD3848zHbCnbff//9hc/ye97znhNq43e/+1266qqryLZt2rVrF91+++0nze7Dhw+PfEfvv//+LWt3EYoak1Nht0IxtlK7RKTaJtU2rQ/VNqm2abN2F+FUtk2MSFreVkFBQUFBQUFBQUFBYRtg283RUVBQUFBQUFBQUFBQUERHQUFBQUFBQUFBQWHbQREdBQUFBQUFBQUFBYVtB0V0FBQUFBQUFBQUFBS2HRTRUVBQUFBQUFBQUFDYdlBER0FBQUFBQUFBQUFh20ERHQUFBQUFBQUFBQWFbQdFdBQUFBQUFBQUFBQUth0U0VFQUFBQUFBQUFBQ2HZQREdBQUFBQUFBQUFBYdtBER0FBQUFBQUFBQUFhW0HRXQUFBQUFBQUFBQUFLYd/i9poIJmwlItRwAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rings = fabio.open(ring_file).data\n", "img = fabio.open(grid_file).data\n", "fig,ax = subplots(1,2, figsize=(10,5))\n", "ax[0].imshow(img.clip(0,1000), interpolation=\"bilinear\")\n", "ax[0].set_title(\"grid\")\n", "ax[1].imshow(numpy.arcsinh(rings), interpolation=\"bilinear\")\n", "ax[1].set_title(\"rings\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Image processing\n", "\n", "There are 3 pre-processing steps which are needed.\n", "\n", "1. Define for each module a unique identifier which will be used later on during the fitting procedure\n", "2. Define the proper mask: each module is the assembly of 4x2 sub-modules and there are (3) interpolated pixels between each sub-module, such \"unreliable pixels should be masked out as well\n", "3. Correct the grid image by the smoothed image to have a constant background.\n", "4. Convolve the raw image with a typical hole shape to allow a precise spotting of the hole center.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Pilatus CdTe 2M\t PixelSize= 1.720e-04, 1.720e-04 m\t BottomRight (3)\n" ] } ], "source": [ "# This is the default detector as definied in pyFAI according to the specification provided by Dectris:\n", "pilatus = pyFAI.detector_factory(\"Pilatus_2m_CdTe\")\n", "print(pilatus)\n", "\n", "mask1 = pilatus.mask\n", "module_size = pilatus.MODULE_SIZE\n", "module_gap = pilatus.MODULE_GAP\n", "submodule_size = (96,60)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "#1 + 2 Calculation of the module_id and the interpolated-mask:\n", "mid = numpy.zeros(pilatus.shape, dtype=int)\n", "mask2 = numpy.zeros(pilatus.shape, dtype=int)\n", "idx = 1\n", "for i in range(8):\n", " y_start = i*(module_gap[0] + module_size[0])\n", " y_stop = y_start + module_size[0]\n", " for j in range(3):\n", " x_start = j*(module_gap[1] + module_size[1])\n", " x_stop = x_start + module_size[1]\n", " mid[y_start:y_stop,x_start: x_start+module_size[1]//2] = idx\n", " idx+=1\n", " mid[y_start:y_stop,x_start+module_size[1]//2: x_stop] = idx\n", " idx+=1\n", " mask2[y_start+submodule_size[0]-1:y_start+submodule_size[0]+2,\n", " x_start:x_stop] = 1\n", " for k in range(1,8):\n", " mask2[y_start:y_stop,\n", " x_start+k*(submodule_size[1]+1)-1:x_start+k*(submodule_size[1]+1)+2] = 1" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "#Extra masking\n", "mask0 = img<0\n", "#Those pixel are miss-behaving... they are the hot pixels next to the beam-stop\n", "mask0[915:922,793:800] = 1\n", "mask0[817:820,747:750] = 1" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots(1,3, figsize=(10,4))\n", "ax[0].imshow(mid, interpolation=\"bilinear\")\n", "ax[0].set_title(\"Module Id\")\n", "\n", "ax[1].imshow(mask2+mask1+mask0, interpolation=\"bilinear\")\n", "ax[1].set_title(\"Combined mask\")\n", "\n", "nimg = img.astype(float)\n", "nimg[numpy.where(mask0+mask1+mask2)] = numpy.nan\n", "\n", "\n", "ax[2].imshow(nimg)#, interpolation=\"bilinear\")\n", "ax[2].set_title(\"Nan masked image\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# The Nan-masked image contains now only valid values (and Nan elsewhere). We will make a large median filter to \n", "# build up a smooth image without gaps.\n", "#\n", "# This function is backported from future version of numpy ... it allows to expose a winbowed view \n", "# to perform the nanmedian-filter\n", "\n", "def sliding_window_view(x, shape, subok=False, readonly=True):\n", " \"\"\"\n", " Creates sliding window views of the N dimensional array with the given window\n", " shape. Window slides across each dimension of `x` and extract subsets of `x`\n", " at any window position.\n", " Parameters\n", " ----------\n", " x : array_like\n", " Array to create sliding window views of.\n", " shape : sequence of int\n", " The shape of the window. Must have same length as the number of input array dimensions.\n", " subok : bool, optional\n", " If True, then sub-classes will be passed-through, otherwise the returned\n", " array will be forced to be a base-class array (default).\n", " readonly : bool, optional\n", " If set to True, the returned array will always be readonly view.\n", " Otherwise it will return writable copies(see Notes).\n", " Returns\n", " -------\n", " view : ndarray\n", " Sliding window views (or copies) of `x`. view.shape = x.shape - shape + 1\n", " See also\n", " --------\n", " as_strided: Create a view into the array with the given shape and strides.\n", " broadcast_to: broadcast an array to a given shape.\n", " Notes\n", " -----\n", " ``sliding_window_view`` create sliding window views of the N dimensions array\n", " with the given window shape and its implementation based on ``as_strided``.\n", " Please note that if readonly set to True, views are returned, not copies\n", " of array. In this case, write operations could be unpredictable, so the returned\n", " views are readonly. Bear in mind that returned copies (readonly=False) will\n", " take more memory than the original array, due to overlapping windows.\n", " For some cases there may be more efficient approaches to calculate transformations\n", " across multi-dimensional arrays, for instance `scipy.signal.fftconvolve`, where combining\n", " the iterating step with the calculation itself while storing partial results can result\n", " in significant speedups.\n", " Examples\n", " --------\n", " >>> i, j = np.ogrid[:3,:4]\n", " >>> x = 10*i + j\n", " >>> shape = (2,2)\n", " >>> np.lib.stride_tricks.sliding_window_view(x, shape)\n", " array([[[[ 0, 1],\n", " [10, 11]],\n", " [[ 1, 2],\n", " [11, 12]],\n", " [[ 2, 3],\n", " [12, 13]]],\n", " [[[10, 11],\n", " [20, 21]],\n", " [[11, 12],\n", " [21, 22]],\n", " [[12, 13],\n", " [22, 23]]]])\n", " \"\"\"\n", " np = numpy\n", " # first convert input to array, possibly keeping subclass\n", " x = np.array(x, copy=False, subok=subok)\n", "\n", " try:\n", " shape = np.array(shape, dtype=np.int64)\n", " except:\n", " raise TypeError('`shape` must be a sequence of integer')\n", " else:\n", " if shape.ndim > 1:\n", " raise ValueError('`shape` must be one-dimensional sequence of integer')\n", " if len(x.shape) != len(shape):\n", " raise ValueError(\"`shape` length doesn't match with input array dimensions\")\n", " if np.any(shape <= 0):\n", " raise ValueError('`shape` cannot contain non-positive value')\n", "\n", " o = np.array(x.shape) - shape + 1 # output shape\n", " if np.any(o <= 0):\n", " raise ValueError('window shape cannot larger than input array shape')\n", "\n", " if type(readonly) != bool:\n", " raise TypeError('readonly must be a boolean')\n", "\n", " strides = x.strides\n", " view_strides = strides\n", "\n", " view_shape = np.concatenate((o, shape), axis=0)\n", " view_strides = np.concatenate((view_strides, strides), axis=0)\n", " view = as_strided(x, view_shape, view_strides, subok=subok, writeable=not readonly)\n", "\n", " if not readonly:\n", " return view.copy()\n", " else:\n", " return view" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1679, 1475)\n", "(1697, 1485)\n", "(1679, 1475)\n", "CPU times: user 26.3 s, sys: 2.9 s, total: 29.2 s\n", "Wall time: 29.2 s\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time \n", "#Calculate a background image using a large median filter ... takes a while\n", "shape = (19,11)\n", "print(nimg.shape)\n", "padded = numpy.pad(nimg, tuple((i//2,) for i in shape), mode=\"edge\")\n", "print(padded.shape)\n", "background = numpy.nanmedian(sliding_window_view(padded, shape), axis = (-2,-1))\n", "print(background.shape)\n", "fig,ax = subplots()\n", "ax.imshow(background)\n", "ax.set_title(\"Background image\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.0 17.728813559322035\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots(1,2, figsize=(9,5))\n", "\n", "normalized = (nimg/background)\n", "\n", "low = numpy.nanmin(normalized)\n", "high = numpy.nanmax(normalized)\n", "print(low, high)\n", "normalized[numpy.isnan(normalized)] = 0\n", "normalized /= high\n", "\n", "ax[0].imshow(normalized)\n", "ax[0].set_title(\"Normalized image\")\n", "\n", "ax[1].hist(normalized.ravel(), 100, range=(0,1))\n", "ax[1].set_title(\"Histogram of intensities in normalized image\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For a precise measurement of the peak position, one trick is to convolve the image with a pattern which looks like a hole of the grid.\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#print the profile of the normalized image: the center is difficult to measure due to the small size of the hole.\n", "fig,ax = subplots(2)\n", "ax[0].plot(normalized[:,545])\n", "ax[1].plot(normalized[536,:])\n", "pass" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "19.63857792789662\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Definition of the convolution kernel\n", "ksize = 5\n", "y,x = numpy.ogrid[-(ksize-1)//2:ksize//2+1,-(ksize-1)//2:ksize//2+1]\n", "d = numpy.sqrt(y*y+x*x)\n", "\n", "#Fade out curve definition\n", "fadeout = lambda x: 1/(1+numpy.exp(5*(x-2.5)))\n", "\n", "kernel = fadeout(d)\n", "mini=kernel.sum()\n", "print(mini)\n", "\n", "fig,ax = subplots(1,3)\n", "ax[0].imshow(d)\n", "ax[0].set_title(\"Distance array\")\n", "\n", "ax[1].plot(numpy.linspace(0,5,100),fadeout(numpy.linspace(0,5,100)))\n", "ax[1].set_title(\"fade-out curve\")\n", "\n", "ax[2].imshow(kernel)\n", "ax[2].set_title(\"Convolution kernel\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1679, 1475)\n" ] }, { "data": { "text/plain": [ "(array([1065]), array([338]))" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "my_smooth = convolve(normalized, kernel, mode=\"constant\", cval=0)/mini\n", "print(my_smooth.shape)\n", "fig,ax = subplots(1,2)\n", "ax[0].imshow(normalized.clip(0,1))\n", "ax[0].set_ylim(1050,1100)\n", "ax[0].set_xlim(300,350)\n", "ax[1].imshow(my_smooth.clip(0,1))\n", "ax[1].set_ylim(1050,1100)\n", "ax[1].set_xlim(300,350)\n", "numpy.where(my_smooth == my_smooth.max())" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "335009\n", "782371\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#mask out all pixels too close to any masked position\n", "\n", "all_masks = numpy.logical_or(numpy.logical_or(mask0,mask1),mask2)\n", "print(all_masks.sum())\n", "big_mask = binary_dilation(all_masks, iterations=ksize//2+1+1)\n", "print(big_mask.sum())\n", "smooth2 = my_smooth.copy()\n", "smooth2[big_mask] = 0\n", "fig,ax = subplots()\n", "ax.imshow(smooth2)\n", "pass" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Display the profile of the smoothed image: the center is easy to measure thanks to the smoothness of the signal\n", "fig,ax = subplots(2)\n", "ax[0].plot(my_smooth[:,545])\n", "ax[1].plot(my_smooth[536,:])\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Peak picking\n", "\n", "We use the watershed module from *pyFAI* to retrieve all peak positions.\n", "Those regions are sieved out respectively for:\n", "\n", "* their size, it should be larger than the kernel itself\n", "* the peaks too close to masked regions are removed\n", "* the intensity of the peak\n", "\n" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of region segmented: 82126\n", "Number of large enough regions : 41333\n" ] } ], "source": [ "iw = InverseWatershed(my_smooth)\n", "iw.init()\n", "iw.merge_singleton()\n", "all_regions = set(iw.regions.values())\n", "\n", "regions = [i for i in all_regions if i.size>mini]\n", "\n", "print(\"Number of region segmented: %s\"%len(all_regions))\n", "print(\"Number of large enough regions : %s\"%len(regions))" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of peaks not on masked areea : 30001\n" ] } ], "source": [ "#Remove peaks on masked region\n", "sieved_region = [i for i in regions if not big_mask[(i.index//nimg.shape[-1], i.index%nimg.shape[-1])]]\n", "print(\"Number of peaks not on masked areea : %s\"%len(sieved_region))" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Histogram of peak height:\n", "s = numpy.array([i.maxi for i in sieved_region])\n", "\n", "fig, ax = subplots()\n", "ax.hist(s, 100)\n", "pass" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of remaining peaks with I>0.1: 2075\n" ] } ], "source": [ "#sieve-out for peak intensity\n", "int_mini = 0.1\n", "peaks = [(i.index//nimg.shape[-1], i.index%nimg.shape[-1]) for i in sieved_region if (i.maxi)>int_mini]\n", "print(\"Number of remaining peaks with I>%s: %s\"%(int_mini, len(peaks)))\n", "\n", "peaks_raw = numpy.array(peaks)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Refined peak coordinate:\n", "[(1243.1076938956976, 1190.372697532177), (1243.172570347786, 1219.6876639425755), (1243.3027580678463, 1249.0483902692795), (1243.1838990747929, 1278.4671654999256), (1243.3535016179085, 1307.8575338721275), (1243.3386354744434, 1337.2803792357445), (1243.3966951966286, 1366.7197986841202), (1243.4728998243809, 1396.1540807634592), (1243.3909954428673, 1425.5964922010899), (1243.522895514965, 1455.0157910455018)]\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Finally the peak positions are interpolated using a second order taylor expansion \n", "# in thevinicy of the maximum value of the signal:\n", "\n", "#Create bilinear interpolator\n", "bl = Bilinear(my_smooth)\n", "\n", "#Overlay raw peak coordinate and refined peak positions\n", "\n", "ref_peaks = [bl.local_maxi(p) for p in peaks]\n", "fig, ax = subplots()\n", "ax.imshow(img.clip(0,1000), interpolation=\"nearest\")\n", "peaks_ref = numpy.array(ref_peaks)\n", "ax.plot(peaks_raw[:,1], peaks_raw[:, 0], \".r\")\n", "ax.plot(peaks_ref[:,1],peaks_ref[:, 0], \".b\")\n", "ax.set_title(\"Extracted peak position (red: raw, blue: refined)\")\n", "print(\"Refined peak coordinate:\")\n", "print(ref_peaks[:10])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this stage we have about 2000 peaks (with sub-pixel precision) which are visually distributed on all modules.\n", "Some modules have their peaks located along sub-module boundaries which are masked out, hence they have fewer ontrol point for the calculation.\n", "Let's assign each peak to a module identifier. This allows to print out the number of peaks per module:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of keypoint per module:\n", "Module id: 1 cp: 48\n", "Module id: 2 cp: 30\n", "Module id: 3 cp: 48\n", "Module id: 4 cp: 46\n", "Module id: 5 cp: 42\n", "Module id: 6 cp: 47\n", "Module id: 7 cp: 47\n", "Module id: 8 cp: 30\n", "Module id: 9 cp: 48\n", "Module id: 10 cp: 48\n", "Module id: 11 cp: 41\n", "Module id: 12 cp: 39\n", "Module id: 13 cp: 48\n", "Module id: 14 cp: 30\n", "Module id: 15 cp: 47\n", "Module id: 16 cp: 48\n", "Module id: 17 cp: 42\n", "Module id: 18 cp: 48\n", "Module id: 19 cp: 47\n", "Module id: 20 cp: 30\n", "Module id: 21 cp: 48\n", "Module id: 22 cp: 47\n", "Module id: 23 cp: 42\n", "Module id: 24 cp: 47\n", "Module id: 25 cp: 48\n", "Module id: 26 cp: 30\n", "Module id: 27 cp: 48\n", "Module id: 28 cp: 47\n", "Module id: 29 cp: 41\n", "Module id: 30 cp: 50\n", "Module id: 31 cp: 46\n", "Module id: 32 cp: 30\n", "Module id: 33 cp: 48\n", "Module id: 34 cp: 42\n", "Module id: 35 cp: 47\n", "Module id: 36 cp: 48\n", "Module id: 37 cp: 48\n", "Module id: 38 cp: 28\n", "Module id: 39 cp: 48\n", "Module id: 40 cp: 42\n", "Module id: 41 cp: 44\n", "Module id: 42 cp: 48\n", "Module id: 43 cp: 47\n", "Module id: 44 cp: 26\n", "Module id: 45 cp: 46\n", "Module id: 46 cp: 42\n", "Module id: 47 cp: 45\n", "Module id: 48 cp: 48\n" ] } ], "source": [ "yxi = numpy.array([i+(mid[round(i[0]),round(i[1])],) \n", " for i in ref_peaks], dtype=dt)\n", "print(\"Number of keypoint per module:\")\n", "for i in range(1,mid.max()+1):\n", " print(\"Module id:\",i, \"cp:\", (yxi[:][\"i\"] == i).sum())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Grid assignment\n", "\n", "The calibration is performed using a regular grid, the idea is to assign to each peak of coordinates (x,y) the integer value (X, Y) which correspond to the grid corrdinate system. \n", "\n", "The first step is to measure the grid pitch which correspond to the distance (in pixels) from one peak to the next. This is easily obtained from a pair-wise distribution function." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# pairwise distance calculation using scipy.spatial.distance_matrix\n", "\n", "dist = distance_matrix(peaks_ref, peaks_ref)\n", "\n", "fig, ax = subplots()\n", "ax.hist(dist.ravel(), 100, range=(0,100))\n", "ax.set_title(\"Pair-wise distribution function\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The histogram of the pair-distribution function has a first peak at 0 and the second peak between 29 and 30. \n", "Let's start the fit with this value\n", "\n", "Two other parameters correspond to the offset, in pixel for the grid index (X,Y) = (0,0). \n", "The easiest is to measure the smallest *x* and *y* for the first module." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "offset for the first peak: 16.269793540239334 7.186804354190826\n" ] } ], "source": [ "#from pair-wise distribution histogram\n", "step = 29 \n", "#work with the first module and fit the peak positions\n", "first = yxi[yxi[:][\"i\"] == 1]\n", "y_min = first[:][\"y\"].min()\n", "x_min = first[:][\"x\"].min()\n", "print(\"offset for the first peak: \", x_min, y_min)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The grid looks very well aligned with the axes which makes this step easier but nothing garanties it is perfect, so the rotation of the grid has to be measured as well.\n", "\n", "The default rotation will be zero and will be fitted later on.\n", "\n", "Once the indexes *X,Y* determined for eack peak, one can fit the parameter to properly align the grid with the first module. Those 4 parameters are *step-size, x_min, y_min* and *angle*" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "peak id: 0 (154.25518942, 16.26979354, 1) Y:5 (Δ=0.071) X:0 (Δ=0.000)\n", "peak id: 1 (154.21079713, 45.57556251, 1) Y:5 (Δ=0.070) X:1 (Δ=0.011)\n", "peak id: 2 (154.28871083, 75.04928852, 1) Y:5 (Δ=0.072) X:2 (Δ=0.027)\n", "peak id: 3 (154.21604921, 104.4366582, 1) Y:5 (Δ=0.070) X:3 (Δ=0.040)\n", "peak id: 4 (154.37423909, 133.8660319, 1) Y:5 (Δ=0.075) X:4 (Δ=0.055)\n", "peak id: 5 (154.35255641, 163.24378996, 1) Y:5 (Δ=0.075) X:5 (Δ=0.068)\n", "peak id: 6 (154.32582822, 192.64246738, 1) Y:5 (Δ=0.074) X:6 (Δ=0.082)\n", "peak id: 7 (154.46003968, 222.04596291, 1) Y:5 (Δ=0.078) X:7 (Δ=0.096)\n", "peak id: 8 (124.69245848, 16.47663069, 1) Y:4 (Δ=0.052) X:0 (Δ=0.007)\n", "peak id: 9 (124.74490786, 45.56257215, 1) Y:4 (Δ=0.054) X:1 (Δ=0.010)\n", "peak id: 10 (124.81674041, 75.13362026, 1) Y:4 (Δ=0.056) X:2 (Δ=0.030)\n", "peak id: 11 (124.75223885, 104.64793801, 1) Y:4 (Δ=0.054) X:3 (Δ=0.048)\n", "peak id: 12 (124.84565204, 133.79748473, 1) Y:4 (Δ=0.057) X:4 (Δ=0.053)\n", "peak id: 13 (124.85729225, 163.3060154, 1) Y:4 (Δ=0.058) X:5 (Δ=0.070)\n", "peak id: 14 (124.89991033, 192.57832247, 1) Y:4 (Δ=0.059) X:6 (Δ=0.080)\n", "peak id: 15 (124.96431521, 222.11254385, 1) Y:4 (Δ=0.061) X:7 (Δ=0.098)\n", "peak id: 16 (36.49696946, 16.50531429, 1) Y:1 (Δ=0.011) X:0 (Δ=0.008)\n", "peak id: 17 (36.54493174, 45.66864574, 1) Y:1 (Δ=0.012) X:1 (Δ=0.014)\n", "peak id: 18 (36.57917181, 75.22501931, 1) Y:1 (Δ=0.014) X:2 (Δ=0.033)\n", "peak id: 19 (36.48521471, 104.38776881, 1) Y:1 (Δ=0.010) X:3 (Δ=0.039)\n", "peak id: 20 (36.5958997, 133.89308376, 1) Y:1 (Δ=0.014) X:4 (Δ=0.056)\n", "peak id: 21 (36.56109262, 163.54238695, 1) Y:1 (Δ=0.013) X:5 (Δ=0.078)\n", "peak id: 22 (36.62988734, 192.63348889, 1) Y:1 (Δ=0.015) X:6 (Δ=0.082)\n", "peak id: 23 (36.66130301, 222.22433692, 1) Y:1 (Δ=0.016) X:7 (Δ=0.102)\n", "peak id: 24 (65.94893547, 16.45467511, 1) Y:2 (Δ=0.026) X:0 (Δ=0.006)\n", "peak id: 25 (65.94483702, 45.61336857, 1) Y:2 (Δ=0.026) X:1 (Δ=0.012)\n", "peak id: 26 (66.03506869, 75.15414216, 1) Y:2 (Δ=0.029) X:2 (Δ=0.030)\n", "peak id: 27 (65.89957739, 104.38019937, 1) Y:2 (Δ=0.025) X:3 (Δ=0.038)\n", "peak id: 28 (66.12287057, 133.89461011, 1) Y:2 (Δ=0.032) X:4 (Δ=0.056)\n", "peak id: 29 (66.1012452, 163.39174998, 1) Y:2 (Δ=0.032) X:5 (Δ=0.073)\n", "peak id: 30 (66.10113759, 192.66102123, 1) Y:2 (Δ=0.032) X:6 (Δ=0.082)\n", "peak id: 31 (66.11095764, 222.20659751, 1) Y:2 (Δ=0.032) X:7 (Δ=0.101)\n", "peak id: 32 (183.49989897, 16.39247844, 1) Y:6 (Δ=0.080) X:0 (Δ=0.004)\n", "peak id: 33 (183.50560439, 45.46551961, 1) Y:6 (Δ=0.080) X:1 (Δ=0.007)\n", "peak id: 34 (183.60742423, 75.08415242, 1) Y:6 (Δ=0.083) X:2 (Δ=0.028)\n", "peak id: 35 (183.51583004, 104.62201929, 1) Y:6 (Δ=0.080) X:3 (Δ=0.047)\n", "peak id: 36 (183.66220078, 133.73585817, 1) Y:6 (Δ=0.085) X:4 (Δ=0.051)\n", "peak id: 37 (183.65553248, 163.30831155, 1) Y:6 (Δ=0.085) X:5 (Δ=0.070)\n", "peak id: 38 (183.60811904, 192.46339762, 1) Y:6 (Δ=0.083) X:6 (Δ=0.076)\n", "peak id: 39 (183.75545964, 222.06266521, 1) Y:6 (Δ=0.089) X:7 (Δ=0.096)\n", "peak id: 40 (7.18680435, 16.41273034, 1) Y:0 (Δ=0.000) X:0 (Δ=0.005)\n", "peak id: 41 (7.23123039, 45.74501115, 1) Y:0 (Δ=0.002) X:1 (Δ=0.016)\n", "peak id: 42 (7.29059145, 75.19019249, 1) Y:0 (Δ=0.004) X:2 (Δ=0.032)\n", "peak id: 43 (7.19876912, 104.56766725, 1) Y:0 (Δ=0.000) X:3 (Δ=0.045)\n", "peak id: 44 (7.28363913, 134.01557775, 1) Y:0 (Δ=0.003) X:4 (Δ=0.060)\n", "peak id: 45 (7.25490889, 163.38282073, 1) Y:0 (Δ=0.002) X:5 (Δ=0.073)\n", "peak id: 46 (7.36717248, 192.76562056, 1) Y:0 (Δ=0.006) X:6 (Δ=0.086)\n", "peak id: 47 (7.37469381, 222.16684446, 1) Y:0 (Δ=0.006) X:7 (Δ=0.100)\n" ] } ], "source": [ "#Assign each peak to an index\n", "indexed1 = numpy.zeros(len(first), dtype=dl)\n", "\n", "for i,v in enumerate(first):\n", " Y = int(round((v[\"y\"]-y_min)/step))\n", " X = int(round((v[\"x\"]-x_min)/step))\n", " indexed1[i][\"y\"] = v[\"y\"]\n", " indexed1[i][\"x\"] = v[\"x\"]\n", " indexed1[i][\"i\"] = v[\"i\"]\n", " indexed1[i][\"Y\"] = Y\n", " indexed1[i][\"X\"] = X\n", " print(\"peak id: %s %20s Y:%d (Δ=%.3f) X:%s (Δ=%.3f)\"%\n", " (i,v, Y, (v[\"y\"]-Y*step-y_min)/step, X, (v[\"x\"]-X*step-x_min)/step))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The error in positionning each of the pixel is less than 0.1 pixel which is already excellent and will allow a straight forward fit.\n", "\n", "The cost function for the first module is calculated as the sum of distances squared in pixel space.\n", "It uses 4 parameters which are step-size, x_min, y_min and angle" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1 [121. 97.]\n", "2 [364.5 97. ]\n", "3 [615. 97.]\n", "4 [858.5 97. ]\n", "5 [1109. 97.]\n", "6 [1352.5 97. ]\n", "7 [121. 309.]\n", "8 [364.5 309. ]\n", "9 [615. 309.]\n", "10 [858.5 309. ]\n", "11 [1109. 309.]\n", "12 [1352.5 309. ]\n", "13 [121. 521.]\n", "14 [364.5 521. ]\n", "15 [615. 521.]\n", "16 [858.5 521. ]\n", "17 [1109. 521.]\n", "18 [1352.5 521. ]\n", "19 [121. 733.]\n", "20 [364.5 733. ]\n", "21 [615. 733.]\n", "22 [858.5 733. ]\n", "23 [1109. 733.]\n", "24 [1352.5 733. ]\n", "25 [121. 945.]\n", "26 [364.5 945. ]\n", "27 [615. 945.]\n", "28 [858.5 945. ]\n", "29 [1109. 945.]\n", "30 [1352.5 945. ]\n", "31 [ 121. 1157.]\n", "32 [ 364.5 1157. ]\n", "33 [ 615. 1157.]\n", "34 [ 858.5 1157. ]\n", "35 [1109. 1157.]\n", "36 [1352.5 1157. ]\n", "37 [ 121. 1369.]\n", "38 [ 364.5 1369. ]\n", "39 [ 615. 1369.]\n", "40 [ 858.5 1369. ]\n", "41 [1109. 1369.]\n", "42 [1352.5 1369. ]\n", "43 [ 121. 1581.]\n", "44 [ 364.5 1581. ]\n", "45 [ 615. 1581.]\n", "46 [ 858.5 1581. ]\n", "47 [1109. 1581.]\n", "48 [1352.5 1581. ]\n" ] } ], "source": [ "#Calculate the center of every single module for rotation around this center.\n", "centers = {i: numpy.array([[numpy.where(mid == i)[1].mean()], [numpy.where(mid == i)[0].mean()]]) for i in range(1, 49)}\n", "for k,v in centers.items():\n", " print(k,v.ravel())" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "# Define a rotation of a module around the center of the module ...\n", "\n", "def rotate(angle, xy, module):\n", " \"Perform the rotation of the xy points around the center of the given module\"\n", " rot = [[cos(angle),-sin(angle)],\n", " [sin(angle), cos(angle)]]\n", " center = centers[module]\n", " return numpy.dot(rot, xy - center) + center" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "guess1 = [step, y_min, x_min, 0]\n", "\n", "def cost1(param):\n", " \"\"\"contains: step, y_min, x_min, angle for the first module\n", " returns the sum of distance squared in pixel space\n", " \"\"\"\n", " step = param[0]\n", " y_min = param[1]\n", " x_min = param[2]\n", " angle = param[3]\n", " XY = numpy.vstack((indexed1[\"X\"], indexed1[\"Y\"]))\n", "# rot = [[cos(angle),-sin(angle)],\n", "# [sin(angle), cos(angle)]]\n", " xy_min = [[x_min], [y_min]]\n", " xy_guess = rotate(angle, step * XY + xy_min, module=1)\n", " delta = xy_guess - numpy.vstack((indexed1[\"x\"], indexed1[\"y\"]))\n", " return (delta*delta).sum()" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Before optimization [29, 7.186804354190826, 16.269793540239334, 0] cost= 250.3671082603823\n", " message: Optimization terminated successfully\n", " success: True\n", " status: 0\n", " fun: 0.633754194771369\n", " x: [ 2.940e+01 7.242e+00 1.631e+01 8.769e-04]\n", " nit: 8\n", " jac: [-1.869e-05 -4.992e-07 -2.399e-06 8.881e-04]\n", " nfev: 54\n", " njev: 8\n", "After optimization [2.93980816e+01 7.24220064e+00 1.63128833e+01 8.76927130e-04] cost= 0.633754194771369\n", "Average displacement (pixels): 0.11490523221798991\n" ] } ], "source": [ "print(\"Before optimization\", guess1, \"cost=\", cost1(guess1))\n", "res1 = minimize(cost1, guess1, method = \"slsqp\")\n", "print(res1)\n", "print(\"After optimization\", res1.x, \"cost=\", cost1(res1.x))\n", "print(\"Average displacement (pixels): \",sqrt(cost1(res1.x)/len(indexed1)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this step, the grid is perfectly aligned with the first module. \n", "This module is used as the reference one and all other are aligned along it, using this first fit:" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "cost1: 0.633754194771369 for: 29.39808160624828 7.2422006378727035 16.312883333617208 0.0008769271304346129\n", "6 suspicious peaks:\n", "[(1654.4202804 , 954.44135761, 46, 56, 32)\n", " (1595.5792897 , 954.49445057, 46, 54, 32)\n", " (1624.68617365, 807.47743243, 46, 55, 27)\n", " (1448.30209509, 748.8784325 , 40, 49, 25)\n", " (1448.66381988, 895.86545633, 40, 49, 30)\n", " (1448.84506877, 954.56920397, 40, 49, 32)]\n" ] } ], "source": [ "#retrieve the result of the first module fit:\n", "step, y_min, x_min, angle = res1.x\n", "indexed = numpy.zeros(yxi.shape, dtype=dl)\n", "\n", "# rot = [[cos(angle),-sin(angle)],\n", "# [sin(angle), cos(angle)]]\n", "# irot = [[cos(angle), sin(angle)],\n", "# [-sin(angle), cos(angle)]]\n", "\n", "print(\"cost1: \",cost1([step, y_min, x_min, angle]), \"for:\", step, y_min, x_min, angle)\n", "\n", "xy_min = numpy.array([[x_min], [y_min]])\n", "xy = numpy.vstack((yxi[\"x\"], yxi[\"y\"]))\n", "indexed[\"y\"] = yxi[\"y\"]\n", "indexed[\"x\"] = yxi[\"x\"]\n", "indexed[\"i\"] = yxi[\"i\"]\n", "XY_app = (rotate(-angle, xy, 1)-xy_min) / step\n", "XY_int = numpy.round((XY_app)).astype(\"int\")\n", "indexed[\"X\"] = XY_int[0]\n", "indexed[\"Y\"] = XY_int[1]\n", "xy_guess = rotate(angle, step * XY_int + xy_min, 1)\n", "\n", "thres = 1.2\n", "delta = abs(xy_guess - xy)\n", "print((delta>thres).sum(), \"suspicious peaks:\")\n", "suspicious = indexed[numpy.where(abs(delta>thres))[1]]\n", "print(suspicious)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots()\n", "ax.imshow(img.clip(0,1000))\n", "ax.plot(indexed[\"x\"], indexed[\"y\"],\".g\")\n", "ax.plot(suspicious[\"x\"], suspicious[\"y\"],\".r\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Only 6 peaks have an initial displacement of more than 1.2 pixel, all located in modules 40 and 46. \n", "The visual inspection confirms their localization is valid.\n", "\n", "There are 48 (half-)modules which have each of them 2 translations and one rotation. \n", "In addition to the step size, this represents 145 degrees of freedom for the fit.\n", "The first module is used to align the grid, all other modules are then aligned along this grid." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cost for module # 1 0.633754194771369\n", "Cost for module # 2 1.814031735311053\n", "Cost for module # 3 1.8508568173593183\n", "Cost for module # 4 4.910326422937584\n", "Cost for module # 5 1.7748761909809296\n", "Cost for module # 6 7.482512656314331\n", "Cost for module # 7 14.440096454682642\n", "Cost for module # 8 5.219968005632534\n", "Cost for module # 9 23.40723752641015\n", "Cost for module # 10 5.689983098787415\n", "Cost for module # 11 4.125575302338199\n", "Cost for module # 12 8.410823333206476\n", "Cost for module # 13 29.859822764209703\n", "Cost for module # 14 12.62845439387701\n", "Cost for module # 15 3.1377105840455473\n", "Cost for module # 16 5.2773115812128815\n", "Cost for module # 17 8.497331524292754\n", "Cost for module # 18 4.653151384204797\n", "Cost for module # 19 6.00709732130842\n", "Cost for module # 20 4.9802676798941565\n", "Cost for module # 21 5.136969654254791\n", "Cost for module # 22 5.048723627576906\n", "Cost for module # 23 1.4373109459746711\n", "Cost for module # 24 6.046287684288075\n", "Cost for module # 25 38.254471209328585\n", "Cost for module # 26 19.509798733631676\n", "Cost for module # 27 2.4297079877753767\n", "Cost for module # 28 5.488598399201058\n", "Cost for module # 29 10.764111021553784\n", "Cost for module # 30 14.042158213539647\n", "Cost for module # 31 22.940124884611453\n", "Cost for module # 32 18.493736148415284\n", "Cost for module # 33 12.941765839819585\n", "Cost for module # 34 15.37170842612766\n", "Cost for module # 35 39.667028356190684\n", "Cost for module # 36 37.282802638478174\n", "Cost for module # 37 63.700707879882906\n", "Cost for module # 38 23.54952269168519\n", "Cost for module # 39 34.00428968330702\n", "Cost for module # 40 43.80371536395034\n", "Cost for module # 41 15.50521847270307\n", "Cost for module # 42 8.048822096331147\n", "Cost for module # 43 22.735367181555194\n", "Cost for module # 44 10.796024333773577\n", "Cost for module # 45 41.01968587810162\n", "Cost for module # 46 46.25894850025964\n", "Cost for module # 47 24.546579696005885\n", "Cost for module # 48 34.769598836494836\n" ] } ], "source": [ "def submodule_cost(param, module=1):\n", " \"\"\"contains: step, y_min_1, x_min_1, angle_1, y_min_2, x_min_2, angle_2, ...\n", " returns the sum of distance squared in pixel space\n", " \"\"\"\n", " \n", " step = param[0]\n", " y_min1 = param[1]\n", " x_min1 = param[2]\n", " angle1 = param[3]\n", " \n", " mask = indexed[\"i\"] == module\n", " substack = indexed[mask]\n", " \n", " XY = numpy.vstack((substack[\"X\"], substack[\"Y\"]))\n", "# rot1 = [[cos(angle1), -sin(angle1)],\n", "# [sin(angle1), cos(angle1)]]\n", " xy_min1 = numpy.array([[x_min1], [y_min1]])\n", " xy_guess1 = rotate(angle1, step * XY + xy_min1, module=1)\n", " #This is guessed spot position for module #1\n", " if module == 1:\n", " \"Not much to do for module 1\"\n", " delta = xy_guess1 - numpy.vstack((substack[\"x\"], substack[\"y\"]))\n", " else:\n", " \"perform the correction for given module\"\n", " y_min = param[(module-1)*3+1]\n", " x_min = param[(module-1)*3+2]\n", " angle = param[(module-1)*3+3] \n", "\n", "# rot = numpy.array([[cos(angle),-sin(angle)],\n", "# [sin(angle), cos(angle)]])\n", " xy_min = numpy.array([[x_min], [y_min]])\n", " xy_guess = rotate(angle, xy_guess1+xy_min, module)\n", " delta = xy_guess - numpy.vstack((substack[\"x\"], substack[\"y\"]))\n", "\n", " return (delta*delta).sum()\n", "\n", "guess145 = numpy.zeros(48*3+1)\n", "guess145[:4] = res1.x\n", "for i in range(1, 49):\n", " print(\"Cost for module #\",i, submodule_cost(guess145, i))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "On retrieves that the modules 40 and 46 have large errors. Module 37 as well.\n", "\n", "The total cost funtion is hence the sum of all cost function for all modules:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "778.3949733565952" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def total_cost(param):\n", " \"\"\"contains: step, y_min_1, x_min_1, angle_1, ...\n", " returns the sum of distance squared in pixel space\n", " \"\"\"\n", " return sum(submodule_cost(param, module=i) for i in range(1,49))\n", "total_cost(guess145)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Before optimization [2.93980816e+01 7.24220064e+00 1.63128833e+01 8.76927130e-04\n", " 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n", " 0.00000000e+00 0.00000000e+00] cost= 778.3949733565952\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " message: Optimization terminated successfully\n", " success: True\n", " status: 0\n", " fun: 27.184378375113187\n", " x: [ 2.941e+01 7.212e+00 ... -9.172e-01 1.886e-03]\n", " nit: 89\n", " jac: [ 5.110e+00 7.296e-02 ... 6.155e-03 -5.120e-03]\n", " nfev: 13370\n", " njev: 89\n", "After optimization [ 2.94082856e+01 7.21154971e+00 1.62772052e+01 8.33733810e-04\n", " -1.50373057e-01 -1.99103395e-01 3.18015520e-04 1.23521178e-01\n", " -2.38707042e-01 9.66361822e-04] cost= 27.184378375113187\n", "CPU times: user 35.1 s, sys: 1.64 ms, total: 35.1 s\n", "Wall time: 35.2 s\n" ] } ], "source": [ "%%time\n", "print(\"Before optimization\", guess145[:10], \"cost=\", total_cost(guess145))\n", "res_all = minimize(total_cost, guess145, method = \"slsqp\")\n", "print(res_all)\n", "print(\"After optimization\", res_all.x[:10], \"cost=\", total_cost(res_all.x))" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Module id: 1 cost: 0.684 Δx: 7.212, Δy: 16.277 rot: 0.048°\n", "Module id: 2 cost: 0.473 Δx: -0.150, Δy: -0.199 rot: 0.018°\n", "Module id: 3 cost: 0.650 Δx: 0.124, Δy: -0.239 rot: 0.055°\n", "Module id: 4 cost: 0.613 Δx: 0.286, Δy: -0.226 rot: 0.114°\n", "Module id: 5 cost: 0.566 Δx: -0.079, Δy: -0.465 rot: 0.021°\n", "Module id: 6 cost: 0.666 Δx: 0.310, Δy: -0.641 rot: 0.122°\n", "Module id: 7 cost: 0.696 Δx: -0.599, Δy: 0.076 rot: 0.079°\n", "Module id: 8 cost: 0.341 Δx: -0.431, Δy: -0.133 rot: 0.065°\n", "Module id: 9 cost: 0.566 Δx: -0.701, Δy: -0.413 rot: 0.054°\n", "Module id: 10 cost: 0.661 Δx: -0.213, Δy: -0.453 rot: 0.123°\n", "Module id: 11 cost: 0.616 Δx: 0.233, Δy: -0.265 rot: 0.029°\n", "Module id: 12 cost: 0.495 Δx: 0.338, Δy: -0.171 rot: 0.040°\n", "Module id: 13 cost: 0.763 Δx: -0.685, Δy: -0.569 rot: 0.068°\n", "Module id: 14 cost: 0.353 Δx: -0.511, Δy: -0.581 rot: 0.078°\n", "Module id: 15 cost: 0.645 Δx: -0.291, Δy: -0.332 rot: 0.058°\n", "Module id: 16 cost: 0.492 Δx: -0.021, Δy: -0.553 rot: 0.075°\n", "Module id: 17 cost: 0.440 Δx: -0.300, Δy: -0.762 rot: 0.027°\n", "Module id: 18 cost: 0.779 Δx: -0.034, Δy: -0.682 rot: 0.090°\n", "Module id: 19 cost: 0.748 Δx: -0.482, Δy: -0.226 rot: 0.043°\n", "Module id: 20 cost: 0.423 Δx: -0.219, Δy: -0.492 rot: 0.043°\n", "Module id: 21 cost: 0.520 Δx: -0.423, Δy: -0.410 rot: -0.015°\n", "Module id: 22 cost: 0.676 Δx: -0.241, Δy: -0.552 rot: 0.096°\n", "Module id: 23 cost: 0.503 Δx: -0.172, Δy: -0.289 rot: 0.073°\n", "Module id: 24 cost: 0.822 Δx: 0.122, Δy: -0.411 rot: 0.097°\n", "Module id: 25 cost: 0.575 Δx: -0.741, Δy: -0.793 rot: 0.057°\n", "Module id: 26 cost: 0.320 Δx: -0.399, Δy: -0.875 rot: 0.103°\n", "Module id: 27 cost: 0.642 Δx: -0.088, Δy: -0.230 rot: -0.028°\n", "Module id: 28 cost: 0.599 Δx: 0.054, Δy: -0.261 rot: 0.037°\n", "Module id: 29 cost: 0.498 Δx: -0.093, Δy: -0.849 rot: 0.034°\n", "Module id: 30 cost: 0.830 Δx: 0.171, Δy: -0.640 rot: 0.136°\n", "Module id: 31 cost: 0.687 Δx: -0.557, Δy: -0.707 rot: -0.040°\n", "Module id: 32 cost: 0.422 Δx: -0.676, Δy: -0.808 rot: 0.085°\n", "Module id: 33 cost: 0.616 Δx: -0.166, Δy: -0.688 rot: -0.034°\n", "Module id: 34 cost: 0.393 Δx: -0.034, Δy: -0.811 rot: 0.092°\n", "Module id: 35 cost: 0.447 Δx: -0.199, Δy: -1.295 rot: 0.039°\n", "Module id: 36 cost: 0.587 Δx: -0.045, Δy: -1.304 rot: 0.035°\n", "Module id: 37 cost: 0.603 Δx: -1.027, Δy: -1.042 rot: 0.001°\n", "Module id: 38 cost: 0.295 Δx: -0.932, Δy: -0.896 rot: 0.000°\n", "Module id: 39 cost: 0.558 Δx: -0.579, Δy: -1.048 rot: 0.009°\n", "Module id: 40 cost: 0.498 Δx: -0.254, Δy: -1.280 rot: 0.142°\n", "Module id: 41 cost: 0.468 Δx: -0.168, Δy: -0.935 rot: 0.022°\n", "Module id: 42 cost: 0.569 Δx: -0.208, Δy: -0.824 rot: 0.038°\n", "Module id: 43 cost: 0.633 Δx: -0.833, Δy: -0.662 rot: 0.059°\n", "Module id: 44 cost: 0.413 Δx: -0.628, Δy: -0.765 rot: 0.034°\n", "Module id: 45 cost: 0.671 Δx: -0.542, Δy: -1.171 rot: -0.018°\n", "Module id: 46 cost: 0.542 Δx: -0.375, Δy: -1.350 rot: 0.076°\n", "Module id: 47 cost: 0.537 Δx: -0.083, Δy: -1.014 rot: 0.069°\n", "Module id: 48 cost: 0.593 Δx: 0.249, Δy: -0.917 rot: 0.108°\n" ] } ], "source": [ "for i in range(1,49):\n", " print(\"Module id: %d cost: %.3f Δx: %.3f, Δy: %.3f rot: %.3f°\"%\n", " (i, submodule_cost(res_all.x, i), res_all.x[-2+i*3], res_all.x[-1+i*3], numpy.rad2deg(res_all.x[i*3])))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Analysis:\n", "Modules 40, 46 and 48 show large displacement but the fitting precedure allowed to reduce the residual cost to the same value as other modules.\n", "\n", "## Reconstruction of the pixel position\n", "\n", "The pixel position can be obtained from the *standard* Pilatus detector. \n", "Each module is then displaced according to the fitted values, except the first one which is left where it is." ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "def correct(x, y, dx, dy, angle, module):\n", " \"apply the correction dx, dy and angle to those pixels ...\"\n", " trans = numpy.array([[dx],\n", " [dy]])\n", " xy_guess = numpy.vstack((x.ravel(), \n", " y.ravel()))\n", " xy_cor = rotate(-angle, xy_guess, module) - trans\n", " xy_cor.shape = ((2,)+x.shape)\n", " return xy_cor[0], xy_cor[1]" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "pixel_coord = pyFAI.detector_factory(\"Pilatus2MCdTe\").get_pixel_corners()\n", "pixel_coord_raw = pixel_coord.copy()\n", "for i in range(2, 49):\n", " # Extract the pixel corners for one module\n", " module_idx = numpy.where(mid == i)\n", " one_module = pixel_coord_raw[module_idx]\n", " #retrieve the fitted values\n", " dy, dx, angle = res_all.x[-2+i*3:1+3*i]\n", " \n", " y = one_module[..., 1]/pilatus.pixel1\n", " x = one_module[..., 2]/pilatus.pixel2\n", " \n", " #apply the correction the other way around\n", " x_cor, y_cor = correct(x, y, dx, dy, angle, i)\n", " one_module[...,1] = y_cor * pilatus.pixel1 #y\n", " one_module[...,2] = x_cor * pilatus.pixel2 #x\n", " #Update the array\n", " pixel_coord_raw[module_idx] = one_module\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Update the detector and save it in HDF5" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "pilatus.set_pixel_corners(pixel_coord_raw)\n", "pilatus.mask = all_masks\n", "pilatus.save(\"Pilatus_ID15_raw.h5\")" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "displ = numpy.sqrt(((pixel_coord - pixel_coord_raw)**2).sum(axis=-1))\n", "displ /= pilatus.pixel1 #convert in pixel units\n", "fig, ax = subplots()\n", "ax.hist(displ.ravel(), 100)\n", "ax.set_title(\"Displacement of pixels versus the reference representation\")\n", "ax.set_xlabel(\"Error in pixel size (172µm)\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [], "source": [ "misaligned = numpy.vstack((pixel_coord_raw[..., 2].ravel(), #x\n", " pixel_coord_raw[..., 1].ravel())) #y\n", "\n", "reference = numpy.vstack((pixel_coord[..., 2].ravel(), #x\n", " pixel_coord[..., 1].ravel())) #y" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 486 ms, sys: 947 ms, total: 1.43 s\n", "Wall time: 204 ms\n" ] } ], "source": [ "#Kabsch alignment of the whole detector ... \n", "\n", "def kabsch(P, R):\n", " \"Align P on R\"\n", " centroid_P = P.mean(axis=0)\n", " centroid_R = R.mean(axis=0)\n", " centered_P = P - centroid_P\n", " centered_R = R - centroid_R\n", " C = numpy.dot(centered_P.T, centered_R)\n", " V, S, W = numpy.linalg.svd(C)\n", " d = (numpy.linalg.det(V) * numpy.linalg.det(W)) < 0.0\n", " if d:\n", " S[-1] = -S[-1]\n", " V[:, -1] = -V[:, -1]\n", " # Create Rotation matrix U\n", " U = numpy.dot(V, W)\n", " P = numpy.dot(centered_P, U)\n", " return P + centroid_R\n", " \n", "%time aligned = kabsch(misaligned.T, reference.T).T" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "displ = numpy.sqrt(((aligned-reference)**2).sum(axis=0))\n", "displ /= pilatus.pixel1 #convert in pixel units\n", "fig, ax = subplots()\n", "ax.hist(displ.ravel(), 100)\n", "ax.set_title(\"Displacement of pixels versus the reference representation\")\n", "ax.set_xlabel(\"Pixel size (172µm)\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "pixel_coord_aligned = pixel_coord.copy()\n", "pixel_coord_aligned[...,1] = aligned[1,:].reshape(pixel_coord.shape[:-1])\n", "pixel_coord_aligned[...,2] = aligned[0,:].reshape(pixel_coord.shape[:-1])\n", "\n", "pilatus.set_pixel_corners(pixel_coord_aligned)\n", "pilatus.mask = all_masks\n", "pilatus.save(\"Pilatus_ID15_Kabsch.h5\")" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(1, 2, figsize=(8, 4))\n", "ax[0].imshow((pixel_coord_aligned[...,2].mean(axis=-1) - pixel_coord[...,2].mean(axis=-1))/pilatus.pixel2)\n", "ax[0].set_title(\"Displacement x (in pixel)\")\n", "ax[1].imshow((pixel_coord_aligned[...,1].mean(axis=-1) - pixel_coord[...,1].mean(axis=-1))/pilatus.pixel1)\n", "ax[1].set_title(\"Displacement y (in pixel)\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Validation of the result\n", "\n", "To validate the improvement obtained, one can perform the experiment calibration and the 2D integration of a reference compound, the 2D integration with either the reference from Dectris or this freshly refined detector.\n", "\n" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# The geometry has been obtained from pyFAI\n", "geo = { \"dist\": 0.8001094657585498,\n", " \"poni1\": 0.14397714477803805,\n", " \"poni2\": 0.12758748978422835,\n", " \"rot1\": 0.0011165686147339689,\n", " \"rot2\": 0.0002214091645638961,\n", " \"rot3\": 0,\n", " \"detector\": \"Pilatus2MCdTe\"}\n", "ai_unc = AzimuthalIntegrator(**geo)\n", "geo[\"detector\"] = \"Pilatus_ID15_Kabsch.h5\"\n", "ai_cor = AzimuthalIntegrator(**geo)\n", "fig, ax = subplots(1, 2, figsize=(8,4))\n", "method = (\"pseudo\", \"histogram\", \"cython\")\n", "res_unc = ai_unc.integrate2d_ng(rings, 100, 100, radial_range=(7.9, 8.2), unit=\"2th_deg\", method=method, mask=all_masks)\n", "res_cor = ai_cor.integrate2d_ng(rings, 100, 100, radial_range=(7.9, 8.2), unit=\"2th_deg\", method=method, mask=all_masks)\n", "opts = {\"origin\":\"lower\",\n", " \"extent\": [res_unc.radial.min(), res_unc.radial.max(), -180, 180], \n", " \"aspect\":\"auto\",\n", " \"cmap\":\"inferno\"}\n", "ax[0].imshow(res_unc[0], **opts)\n", "ax[1].imshow(res_cor[0], **opts)\n", "ax[0].set_xlabel(r\"Scattering angle 2$\\theta$ ($^{o}$)\")\n", "ax[1].set_xlabel(r\"Scattering angle 2$\\theta$ ($^{o}$)\")\n", "ax[0].set_ylabel(r\"Azimuthal angle $\\chi$ ($^{o}$)\")\n", "ax[0].set_title(\"Uncorrected\")\n", "ax[1].set_title(\"Corrected\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "\n", "This tutorial presents the way to calibrate a module based detector using the Pilatus2M CdTe from ESRF-ID15.\n", "The HDF5 file generated is directly useable by any parts of pyFAI, the reader is invited in calibrating the rings images with the default definition and with this optimized definition and check the residual error is almost divided by a factor two.\n", "\n", "To come back on the precision of the localization of the pixel: not all the pixel are within the specifications provided by Dectris which claims the misaliment of the modules is within one pixel.\n", "\n" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total execution time: 83.952s\n" ] } ], "source": [ "print(f\"Total execution time: {time.perf_counter()-start_time:.3f}s\")" ] } ], "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": "3.10.0" } }, "nbformat": 4, "nbformat_minor": 4 }