{ "cells": [ { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "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: 2025.11.0-dev0\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.integrator.azimuthal 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_kieffer/Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\n", "/tmp/detector_calibration_testdata_kieffer/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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", 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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\");" ] }, { "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= 172µm, 172µm\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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", 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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\");" ] }, { "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 11.8 s, sys: 1.69 s, total: 13.5 s\n", "Wall time: 13.5 s\n" ] }, { "data": { "image/png": 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HlLnsssvw0pe+FH//93+Pb/3Wb72zk7NtJsw2KWybw87cdttt5nzE+vo6nvSkJ+FP//RPsWfPHuO2bbbW+LK//fbb8dCHPhTr6+ubmlbbNt84s72msG0OO/NjP/ZjuO2223DmmWdi//79+K//9b/iIx/5CN74xjduE8IhNs985jNxr3vdCw95yEOwd+9evPe978Vf/dVf4Yorrrizk7ZtZprtkcK2OezM+973PvziL/4iPvvZz+L222/Hfe5zH7z4xS/GRRdddGcn7bA3l112Gf7Df/gP+Lu/+zusr6/jgQ98IH7yJ38S//pf/+s7O2nbZqb5piaFd7zjHXjTm96EPXv24Du/8zvx9re/HY94xCPu7GRtm22zbbbNYWu+ac8p/Of//J/xspe9DD/zMz+DP/uzP8N3fud34uyzz8aNN954Zydt22ybbbNtDlvzTTtSeOQjH4nv/u7v1gNEy+US97znPfFjP/ZjeOUrX3knp27bbJtts20OT/NNudB8xx134OMf/zhe9apXqd1iscBZZ52F6667Lgyzf/9+c+HacrnETTfdhBNPPHHWgaVts222zbY5nE3OGV/72tdw2mmnjd739U1JCl/+8pexvr6Ok08+2diffPLJeorWm0suuaT5WMm22TbbZttsG2u++MUvNjcDs/mmJIWNmFe96lXmq1h79+7Fve51Lzzu7s/FjsXR/YApAQlAzsP5XLWnZz/BFrmlIqsXTSBmsE9OXh6Vo2lmIzOAKVF+XOS9BBh5GTYxQVyj6Sr/9YL0ZEm6o5nMbpjhP0nxrDnQptxYFtnxO4cJimewp9ijutmqkerYTG8uifNRjYThWq/vOS7MsG4wXfC9Ol3KgXj2k/rxV4Hz4pS22EtDETXqJhGZNjDd0rK7EBA5N91xw3P2Y+2J8yN4RHYH1/fjQ199b3MlvDfflKRwj3vcA2tra7jhhhuM/Q033IBTTjklDLNz505zE6eYHYujp0kBAFJECp1Gym7eYQzDohBjAD+V5p7bKJDy85icCffIjzx6gJ+Tl+Q68AxizKNepH46dcLxrRp3lN5J//ofGWpbITGPAKAnqCjtnLYp91JeScBwihjm5p/BleNayzWsJ2eTboqvC+BTaZgg0ym5K5JCK0f/q/IcUWyJCUmB6rK4TU2nf1PuPjr66KPxsIc9DNdcc43aLZdLXHPNNTjzzDO3OLaisTQNE+3ooWtIFR9TSpzvbtVsVLM0wDLpeULOTELwmWGQHyModNx8mEa+S5r6d3/SKeRX7b38FMjqpMn8jbn1/nwyAzf45yBOKYcwjc5OLKK8BbJzAvIq6e3lldPZxB2MbKM6NWnbBIT6clkp3Ab7opGDpmy+Ibt7xmY/Rsw35UgBAF72spfhggsuwMMf/nA84hGPwGWXXYZbbrkFz3ve87Y+Mk8IKSGsNtHOVEuixhZNRZBJ/DRaORtshNrwewkoecoYb+iTGnr5L3nLkWY+MQXUpJE88GggAW50kOrvAuOjkwYsVzBRnGrXm4OK/E7IZ+2/kT9HEHsLwvWmv4BmWiLXxl5lJZSRRGn64ShAoqSIeiOwUBN3MqXSJU9RdJLE0WbYcez1me6IgOWUdG1g9OBhY2vMlLR57eeblhT+9b/+1/jSl76E1772tdizZw8e8pCH4KqrrmoWn2ebqBYU4HJV5RPahsJDsmi6RJ478xlDsFU6tDx3OlHkPkUIpnPNSA9rVxEuNeE9uEfOAk45THsWPwa8JO1ATuQQpaN5Duf9OsVU4+llqzGLklZPktkJGpsDTlwWvn6DBETcEw5znUdPOO08ZvEaAXh14ybOWN2WU6euTeKJrDSYExYSJeVJHEzexojKTVmFSlqJtLeO4tvoqlOJFCaVMFENbsj4uh0lyo6Ib9ZzCps1+/btw+7du/HEezwfO9aORjO/JkYBkzqOqeSZHXzErEQKY/FIVfF2spCoUgC83EldmCjBZgpphIxsxBSWp+R6ZDX8p0CTUtug1a6TBiYPzhtXG/vx8Yd1PpLuCKR6RBIpICqnk58NzVmPhJGym4s6fo5d09UJlId1iN76TpJpWGNZRK26RtCsNXiAZ0fK6FheYwebvmjUM2ZWrcM8jMwYJzYEy2NtKgMHl3fgmi//Ovbu3avfPInMN+1IYUvN2EhwTIlJvvfHIoAEWTbaENPPBYRoTriTonENOg5itKfG3mtUkYYFW2aNsukjcoTAXhq7KN1BeaTI3vkxu7U6spo4pkZp1eQgK2JReZLJrpZD8sQocRuCYTZDXxv0JNl6COzGCTwijKzugAHrJr2Dxwwg6TyU8xct/Ht3To8IMV59w5vZG1V+AppRaZrunxs1Gl1iq81NLW1iLeTIIAUB/9FSTuQvw0y1jAYrtOC14pyRVq3aVSpyDNyn7CJPXQAP4gpBdySi4q4E0JTtiHxfhOGUGanBBgQDUOG0Omxt5DfxWDunj9o4RPuTmQhXxnXSwJK4nUyQqDoV2y1PSne3+fmMT9mjHX1yPOa5WmSuG/YUWQMtaTeFHGTIj0wjd0NmRYySUJgQ1B2JKwKsj29umC0zQV5WwKEjgxT8ENrb+90JMysoVr5oxDAFlltuRsBjrMOk6nVU1CrxOtDPvnwjMIjSxrK6YUYIzMhJjXcD1Iktx6aRKjg2xaqkZEcATbxOMwzTK157U1YKbg5EgTJX7cixR66jU2YUdu60YLDV1cs31OMLsRkRkKhmWEbSUnb2TqZRHvJ4Hai/EedDalYD8iEIk1wxGxjdHBmkALSaSabfVRUB/T9o/H4IPClpAxXf0wrH7CLtZRKcZ3SKzhRPO8c8Qbzm3Q/dO2mZmgpbOCRVzCRZ3bMJyT2KDBlFenSGS59zd5gUV33UGJ2Gy+nwcTHOy2uO3B1J9IhAAjHxmM0K8l80vQUKFzdOO80WyFhp4bZKqtlomME9H6LpIGD19LPpjYjmxqtyRkZPI+bIIAXV3thyWlPoN5vUOpoOO4MQeusVUeOO3M3CMQNYhx24Axu7ThgG+1DratObo7SPEQHbh4Dq0hkSA2K/km4hgu46Q0JY5t0qmEhrD8TlMUqHOdE7FZ+Ll7kHAI8aLCbZxtqKDEhG2pZkyzJNSZuQZLFXP1wBkZJUAUvaTZI4NRkRWTnQ4zJmMOWy7oEjjx48QY7tPIrM2Gn8VUF+K/nKt48Z5sggBSCoy9KgezgFACkhBUfUDaCslIYJ/9GOmkh77AFtT3NuNLuJNI1Nt5Cc/mggYMwGrCfAMkpfBMaMEWP+DWlTgO7xzQ4BBdjJ8adofj8gp5QD8PJh5hrW5Jv6NchrxWs5yPoXuXIdCTEsgzjqgQU0BKuEF7VfBkxo+TSp5CjHtvoyQXiSVW9eHvuJRhVOTpNAIr0xY/LrRo5GKeAwyWxX7fHEKOY3I7Z55vAnhZ6yMcb6M0XNDj6XDEK/UdiRTub6tvGkLas3ZUJ2Iwuu4fbDJlwnjQ1QlzAz59clXKj9qywEo5tAXpQWA1IBwAMY9prFbnHZ8G+q0Yw1i8hN645Bd0hPJ6ET5NIbVcBOwYuwhbOb3N7c63xAndO33rMDY62WqLj9qKJ7SA6VVGQ6KxUHFTGSVvbiy0R/UjwimjpbNFY/ZY0olWnpRPJWGkhMtgNrjgBS8ICTOy1sZtmtuktgpdFBD+w7w1/rsT6zFuIBKZrjjaaDgvQ0i8W9dDRKVnK/3DFRgTzSzuix9t+pMmutJQ4Gc9XE5owuKAW5Uz5hOrozQ0Eb9H4bYsu2ErRcUiGG+l4Jwwk30yMRQA32FnqSRl/rDwpaNg9eFZc2B9vvzLMDaqrwzNNhhTK6Uz29qR8zv+/aXa9vhWDQQwgp7NSvu57xIsOdUsm6o7bdQ2EOf1KITKcvN8W82YKfPSXSAxdGuE5ammkYF7Txl9pO5OMsaapgmUP3MNm9HUO90ZAhBPo1eOPi6i22+/gjrZ/iMiTTyaoT7gi3B0IcuJ3u4JmZNpx79zt5Qt6kkYsRnoc6FAWW5yH8fLfxAPfsbLIQ7CgtwhSWV1LMVI5rD70bBCqbt0Dak2fa+mz079t3vfsCXsFMbU4Z62ca1VSc4zXF5sgjhZkLy+HswyqjhFkjBNGgxkB6RN4scgkA1AM3d6YGQAFEp7EiAIP3F4VzAZWAQIDQSXOX6Np0ZaTOegHJadKSmkFkt/+zu1x3MdZ5nZkPG4n+D0IzOTUeK4hmyZgfICQGbQEnFmSYZKieRRWfl4OfKpLCMfn0CM4bc3jN5RWwi9Laf0je1CjBl/xYZYcjiTHQn9F/R+9UGhHdNTMDGEIeN0ceKYyY0epaddpoWo2C6UCJreYQyog476+bdgfaKbm9+oHcHhFxuEkSsOGyAXyWR8/RXKyEBeJpmu60kJ2F99Ni2c9VO9NcQRASlnhugrfGh/UKO4uZsd1Zr5bwdaL47qaaNJyXzQmpBGNkLjKQE888DVKb6SHEdeivrmDM5TYg+SmLzXxPVuKRQwS+Edmxht1ML9MrevlwFdsL49PSM+p/VVaotymMmhXEbpMCXH9x9iuTgQns7Togbd5nxBd6cTII6Kuz1/5g3AwhJP710QRA350ecg/kZEYkY+RBuJRZjgnnphzC8qc4QXXdTMHNIOVR0ufrO+L2JTeM5iguX5QNwJE/32AzBpAgshxwOtcyy74AKC1ajNnGpQFc4phoqM5ysUu9hEbbcHV7qwdmiYuAnaaY6t4pYlBuF/wu7KXOlDYpm+gKDk6DT7e+BumWcHPN1EJ14x9D7vMENayQhG1SKEYIQLagrkwIU+sHEZhOyQhldqZXenZeDoNClwxG0j2H7CJ5QB8AUwrCoiUBH2dy7/Tc/QBPZz0iTJuP1wPwWHWSPBlZZLLPIqR36Rr78729MwtTJnga4sjNWRbY/QaZwhRAzH7KUESwXCQkWgiO5lx1PbuZtfHyI0WFwvk7kdwcXk7D6MRO/wnJyLPIZTmcUOfOiTYjkQ74S8Ga+okaW6fON2NSvH1+I1KPaFII+3SKb5qJ/HXXAqQ2mkVUH7ntzo38OOLYbgQgOb7w2oVRLd+D6AghOf/Z++8RTEo6hTQ07JlhnFOTB62H6pRNeUwYXWMh7wYUnXfnheWYDmq0WCbU3LYbB4CCb0NwIhsVZ/PXTglJNO3oI5k4rX8D8C5vjXBOLdcBY2wC0tJFgNafugvpKIFx+of/JE+s5Azl5RUpKudm5xLlwZArg73vAz2S6Jjeml7P71zCSO4AoCeKmUruEU0Kg1kBJDRIB0T5nRrmaLyRn95c+NTQdCQt3W2X0WjChA3KJ9T4mQwC4hjR7POC0okUx1nCGCIYmXppwD8kQDRA1aRZ3AL/Pn2KJ9zZCWua3aTRxYCafvKjwuWHQKukyZCFJkg3cdZIM9rRRHFjcvGzcWY0QXk3ec5oz0jp6CO58pOpM39wrhN2ynS8NdtYJfGcJ6AdKUjGtC4pTGNG3LpthuIdA/3NjCA2GPSIJYWh7pNr1TPN2GLf7HuPVjGh+tQnhCb+EdKJomKi7JFBMDpqyIA7QPQsZJXIvgPMdlRgZbDdnNGDAXgTZ0BmZHKqXnQUxHnNQEr1EnWZWolIskmDWmabZwvrNi+NvKrS61XMjdeMZg7eC6J5osoBrg3yaIfK0KxLdKdnyoNcGljAv7lp2AxR4PJC9urm7ETWrIXeQJ5fbxATievucPKE0fYbE2YTHGCSg4H8NyLuiCUFNVIfWwnmfGfMVhvtgCH6xmCdOm7ejsGZ3SbWOnQ7qU8WvF2qRKB5SfXXDeUbgA9GO81aQEKYT1MGDaFAyaLCkUFqcLk0HY1JjoYD3fWQKKw+N6zYjg40glyD2CHUcOjL4yOq54bUwCDeuulKGxNZBlJU7yVuPVTnp2rUX7FLNp+WHIQYIBEGIwjKazhP74G6Yx0Sw1QgshZSMvlC7N/LMwqqT//GzEZDHxGk4Lt362FF9O6BZSNvyh0wvTp33BgsDOi5DjkKzCPA7snAyErWT/nJHFiIaqo8ktOaiRByFD4CfCCYGrJ5afsxAXoEvJJ+xlEGR8Eli8CtHCcLGIDWbrnFvN7KjTbnCr4uX40CStjt4xGNHDm17tntPkqwoBRMHdk8BYQiGJtQr/K2KYJhmZI2Q1n+biUTrjyP7VgChkXoKO5oSqiZTvLvlAQbWRh37DdOJ4/01H4TxDCJex1zRJCC9JKh3axQRL5BsF3P75i/UT8elCP/Y7Lrb6s9E8A3O1EqMJu+xtM6FEc28nzkcZobInB5jAlh+AlHAi4NpkY7IzQF5tCtCEoC4vU9jJtO9Eq7Ulnkd8Ab65dmh9qZoyh5CTDnAAL35LVbircKzwXoKT3yX1FGVPnOnZGEB1Cgrgflmr7KnVUDrvmT6StHCEF8zCM6aOD2S+RrC7Mdkfh+n8zUEBMMYhOMZNvEen+ULj8iidIZjUJ8XDNJIo3GM24Oe1IwuNZRKKaFBGDq3SOAbBIy8j4ZoNh1rMWt3VrJvQroEkKYxuS7UkAa9F68qMY5SXKFEBbD7iMGt0a79nE0eXHhAq22GWFkdtOIqyz16xOSTf4tKZEvj3cGjCks+WvAn9OaI6iGmbKy+c4E9G6RPluS0PRm0qobPOJpjsE98c2phlAGu6SJGiplqINk8dUUYIiiAWlGNDoygmNn0Oghu8I24gKADtc3fPTcLsuIZC7qTAL5HFmpeVsF8w57UvCdDvwYjWhbX+NmaqqI5Zna8QlymkgEuE3yRkgq1PqhWqHKGFk3aICX4w1AXjV+jc8ChmqVLl8C5A2ZiH03/pFRgpR1Qn+U4IkELUZE5x1STsgLFhCARwHIRkOUavbaPdUP85OGQ0ZaJhudJ4xkwyOnikcJOgpKhR0MSUjcWeS32pOCKNU9XzwadbSsJOOVqkISqJf5ZYkjHEM5Y85R9DqyZ1dPNO6TuQ0ZN6xIpNjR6Hvaf/L52qCZi/CbiOawJ4XB+HHoDNMAyEi4CDij4SK0R3bi44a+YgJ9I2bwZP8GHHuEIH+d8BxGgTmNhOlPESkg8zREMVnT2pZL9gTA9k0+gpFFk45WVo94c6K0ZZj5fgu0yUwVWcJqvmAASWJITDkBazAjhioLZTqE8qoKd1Y8ygTkukPJl0MuIzZ/V1KuEF7LK9XptpLBxLkpCogsUjPZpZyBpfFdg3TeJAWDdW9BOpvyr8KJlIhVc2G0VGRapS0aKQDN3D8H8RkKPfSjWE2nnxfNfCYZzBFCCt9gw9q4mN6IYooMovWAZtokOa3Sxe+nTSI3TguDtUlbMmlsgZmIQf1QPInCcZwp0FpdfH1SCezJ1NFLx43jcmloulGTPrTYQOmtWjeltQTgWRiTpp4yqcSGSiji16Qh29FCSiST3dxBxgzdfWTWgArDNGGa9jYkXgjM7GSSdQWeHkRCWsBq3xq/4G5UuCK3aPohMWjCLUHI6Ef7EoQhS3058Iy0f/bSpK94aE41W7HWLwIZE2bVtYLVOOHwJ4U+XGxGaAdUe3YjGmof0AiUIzCn9+YSuy4hBLJcWAOiHTnhwrGAu88OkUvV/IP089SSIR5Kd3J2kp6ITOi9HQU4d2cVpQMIRhsGONtwBmNcvsNZhkZWLlPSXCC5YlFEUkXr9SQBQC+p07CUiEFm0iASt9ZdAW2dIpc0LS2INkp0VqcC/DW9OfMIgoYkSOZ/Lg8P7uaOJb7SwiRCgJpAuEcMPr6QnNh4IqnyjGXvPqVGhPgdi1O8zvCzAXPYk0KjWW+JPKBLN+EcfOSv52hB1sgN5nPVM4N0OB0U2TPQd+QwHjXuVpYhFOrPdU7fx1fMIinQ8+Ev1YIdCRgZDbl5kkg2vk6Rm/REwB/JFvcewIPcImyLwhh8GcBYZ4YECMPRhJs+UVBOWpSqQMuCtTlTUd1SAbZMaVKYljotayppjQpP0lpAN5FM3754i6pOLxkSddd9k++2sGqZxLuaMqy1LzxOi5U75IFIBBTekAqFM31bSNm102gExO+mvdTR0eji94gJtzR3zOFPCnMMT82EHa4J0JfT86sTu2TPADsmK5gS6m6bbJJIgBzE0+zyUbkjZwdcuv0UUTOtlHiU0BIWkwlvpWziF3sTl0t7dyqK8kxpj9xbkkBtF5qGZN28/xLRQHKdelIkTjYMgo3TucUejc6AjiUN/bocgyKC0YTEzdtfzU6bBCxdehOQlwTcMs8v7UJl1mDSz3KG3bkEIgffCQu75Jzi+5IoDzmXk+TNFSJtXg1JaGJLhOXdinEAnHyFJFdmaOrK5CkcNTjy0SljDiiyA5LaArNNCmICjbMp7M7cdAN2PL/ZxOEazRiDd9xasHYt0MvujB7q1dU+XxGRZGMfaeND2jqkEZAPa495QeBCeQjJJLUyc+TWnMmoj6HGH7zbL5q16U/Gr5OVoeDUEJUWpyWxAawpDJeHH3WoHSkbDVYmay/+lpn8JYobqpmakUQGsAguyFjAbnt1eazfsxZtvcSFsoMrw12HIWmQ7uKIYwG0B+Fs5uyaCF/f7YwhKvLjRls50UJ0D5SjZ4k33AcfsAL3V3/Wocsi880I0hizTQpzhlV+Xr7rj90dGIUkEMgKRw1eXur4FRDvADM3LEMYTlYScGcgr/4NKXkySPX6Ym3LmgYHsBx2IZ1POjanrdXcR3cfUd7b9QaRx8idEFVFLTe0cXGaIiID0Cw0c3jXvzWepc1Pg33O6FoAgaCCPLICLKc7ZdD24OJIICRk0Cxe59TgHfORP9WCkjbdzWSyUreDNt9xEHsugJJuLFuMVJoyawqcSCobr90TURk/bsqouxDdIwbKaVNQkenCiu+DWzMaGDPbpOC1yZ5bjxCMhhF76ZoG0yPgB9oDaWPhSK4CJBOFBXMOH95JRH6inURmuoYII9TcXfrYXkYE/r4gM1KgYm7kkuxGYxf/LEOjUUhpwwTvfoRRZbad1SysJxtPM+KX90W/05stpIRphmhzojXNtq4TMvISNGgVP2VKh7eYll8to0jjFW0fhZwYM3k3E4DEGVjSOQHaqZQTTxFRRiVJ2oadvbGTdNT43bf2bKF0p5So/+ch/+2BNzJj8/vN9LG3WwE4mCT8dNYWTCFtk0IPcL290bZmhpkdb4plN0SUrP8G5MXehrHg5MLI3DzLdNNN2fkFWo08BOkg3BCW46XnBahf23KoaRBgbgHeF1F8hbcFaz8T4UckTWAipmTitkIMbEl82XiJ40itnPrKAGAFibKtuNBRWuu3qx1ASZpV0GBp1x7qYrBZ/JboCmkIR4osuuquJn+RB2KQu5gkjpxLO0h2migP8nsAz3e/NgvAZdFaSYk1fmlLWdLPbl4eaIdSDsijpGt0EdmbhHh6qe+9qXzjvnliOMJJIQDxaG1hUsSU5w4BcHzNs2juMbAZEpCwflRjwD7Il4J5svLMtAvHQX4Z1I0sl48m3GCVgzA5VXCLuNBPGWW2j1AwkoVCPk52d/2mkxZxk/MIXr5gjNolG7Z3htEYLt+qJlsZXJ7AsM2zh0OFLJK0Cz/yyAJ0Ip/gnHDQ1AEREJAqvpX/dI2kWpb4UnFP9RVMEHVaqR4sS7Uo/DoApC48YagDeMrQbD01smi4ECkoMpIScjL1kmoBs1weevUuyvIV1uWSGcDkp8Mi+xFzZJNCr4xW0fhDYpkht7suAGqgESF48Pd2BNYB2IvJkT0Tgp8+giUEc81DSaoZbTRhHKhLGsR+YZU0TT9F40cEujhdHBV4gyLl0Y4bHNh1A6fkNQvS5GZksz1jYLb+hUSanURRPF7hREA0jb9k/GUGY85fq2wPAkWzN2lMNi9uWpWn6Su4R6RS60umsHQLK0DnKDw5lIgydH0iZy6LCuR0zC7KoBamnbqiCmv6Y0AO5vwDnB0ZUzCSnI78ZkjnZG90BLCBcEcWKfQKaJWCU9AZIQ5uAAzcCJ5ZLj1UgOvE46dvyq+dvyc/C+mgFsiZGBg4xc0AZkg49j3a4lrvNvL5lQvxnB/WgBuSqXlupsWSdY/2dNe1C1Bnd8RgwiA0Jm4CKDM1VZKhYMl5ylZ0SD7cZFi+b6o9QvFAlDFMHS0HgXwjtWKiaPYsPpV1iGph05z9b6oYnHNdoDZdICMvaIpI0rDkYi1XhhP48/RRJZR2SsmQg2HiOiowU06eRFiLT86utC0upqQiqAFPzfcnUNoaBxu2K8MT1ebNYtrLauaSSy7Bd3/3d+P444/HSSedhGc84xn49Kc/bfzcfvvtuPDCC3HiiSfirne9K8477zzccMMNxs8XvvAFnHvuubjLXe6Ck046Ca94xStw8ODBjSdsI+sAgbZMaBr4d2FGRDdhitysAJXmEQLZVQ0/gYF9cCM744/DWtl5geGk8SKpn6xx1T9PCLlo/dnZIVVZGmchBAkjZaLlYAgjCLsQ2dyPqRO5MLV8XTydP5HPYXmEU58dUaSapnZNp5QvpuP3ZJdd2jwBM/H03GWUZ+pokZr81bhTWA613Uk7KGEWtW5s22rTznXPu9AGOcm2Da94cHs1o11pa05JUX+9ds+F5U2yfsZG+iC3NOG3F+VYUkL/qwbomy0nhQ996EO48MIL8Sd/8ie4+uqrceDAATzpSU/CLbfcon5e+tKX4nd/93fxW7/1W/jQhz6Ef/zHf8Qzn/lMdV9fX8e5556LO+64Ax/5yEfwnve8B5dffjle+9rXbk0iuXI9m5uy9RMNbD9mzSgwbZqONmb8iIM7iFHFgqT4zllkGO1a00SdLJIXAEf1l0zaGBxMXn2nRQtKMiXFIwk/epBw3NGbuFxZNPF4/74+ovJkB2cffERT7UMSGDMuPdk9NzJcPts6Z/8eNNGUhwVf+lv4MkwlTkcSlGYP8AaowWXvDjy6dFglp3fFO9dNsu9MDNrG2O9MM6mgz5EV+VkhDVPpXZEwUs5bOO4IzJe+9CWcdNJJ+NCHPoTHPvax2Lt3L77lW74F73vf+/Av/+W/BAD81V/9FR7wgAfguuuuw/d8z/fg93//9/HUpz4V//iP/4iTTz4ZAPCud70LP/VTP4UvfelLOProoyfj3bdvH3bv3o2zTn4hdiyK/6lRwVw/QNvomiG9BbsQzOndEkKKG2fisLajNKAM1PuEqMOatEln4k4K1sT8BWgi14I0l4OZ50cFgAbIE8UDuHhQCYHsVIZwdSKAIdPIiqaJvNye6blR+lI4JYkYMHr23kT6SBRNJGvKX5laarKWcz19zGGXIiPbskQydm3YjLQM7DUeF5/KoXgiv1LemfyW3wR2L79LqiMKqw8iH6h3OS2XQTnadNW1EJI75l/DkZcU2PmwapXH370dTc0hZxxc3oE/vOHXsHfvXuzatStI72AO+ZrC3r17AQB3v/vdAQAf//jHceDAAZx11lnq5/73vz/uda97KSlcd911ePCDH6yEAABnn302XvziF+NTn/oUHvrQhzbx7N+/H/v379f3ffv2VUc/MpgzlcRg1/gr/zUAk2BAq9FUOD2Dg5+fN+kw5JHVLu9YuIaVrAwiCAXvHcOgMC1bIM3+MjqdnkmDGzcukUvgL8RQpyvIDagapfgxZTaY5Y6knTqzW6KsuuqQNEyOsFiWrzMBd43Yz7VXN7733xBmpkQyITHYKBYlyHy+TL3b+f9iFhQ3oKCoawuLGrWJOwJ7uDIMgN/kI5z7dvlUuamWY0MqpX64HMR+ieGPgL520VRJAPVeLDlHAXLPGcN1GWlIG38ISONb5HJFB9RNwZgVmgxgkZD0IEcpOfWfKBzUj12bkGCuzxi7RoOkitX/WuMViqDuzbpDo1ROdZTBHFJSWC6XeMlLXoJHP/rR+I7v+A4AwJ49e3D00UfjhBNOMH5PPvlk7NmzR/0wIYi7uEXmkksuwete97rWYbEoGjOhtQHs1BY2MpBKOO4kEk7v/id5PH+9XA5ui4WGy2lhgEcdFiRvSZUp87yL1Ggiy6N3DBrYcqn+VeteW0DWroQAcwLWj1kDkLA4sKQ4Sv8q8/xpmXVeFwCWRy2w3JGwOJCHQ00S1wLIOwj1mXx8uyvycwJy+R5Acg07Azh4l+FhcdC5SZiSbJ022ZEUEA3olrnstATSOkya8loRaw5HoZJZBtLS7mzJa0XeOvT+f44HGXoKWXBD41kv8mBlIScsCiBKE8prlAYp1sz5EQAagDEvEpZrgx8um5RLMjU/Lq9annwDa8byqKGdLQ7Uj/mY8snAYr2Ws9RPWgJY0rKu5GcxtKfFAdF4C2gvBrfFwYy0jrobNCcsk+SnAr+2r7UErOehfZT6yUIaaxlpPZe7lKQdli3O6xlpfVkUH9acS//R6z5qPxwW1WtGRUFKyzz4XxLzKRkt7Y2xqhVlWkwPiCPYWjtgjjSQYicYZkYVlZBDWYptQorzSGHL1xTYXHjhhfj//r//D7/5m795KKMBALzqVa/C3r179e+LX/xi60mA0hNxQ8yl8Jfa8pz/wF7seiytCECEoBWWjbVJibdPwOLAshICN4ySjrpTpS4+L+7IlRBcttl/1f6pU4vbghsh+uWY6h9Pa6XssieAnYC1OwroiD8pxqUFNg2fSV6ufwKSvIdfi05kRf7JzaRRyCU7wsuD/WJJ6RV56+VP7JYDMAhRmTRE5ZddmgWMXZmai+a03pwMbhsiT8BU22iq6YqInZNn6rYCZt2EYNOQF3UEGS58yyLzotqFazpcp+RHM5nKqHbB6xlJCYrfa34cUGsftvkc4s8VP5qC7YF+XI7TxmGEjG6iNgOy53UTkyd6nmEO2Ujhoosuwvvf/35ce+21+LZv+za1P+WUU3DHHXfg5ptvNqOFG264Aaeccor6+ehHP2rkye4k8ePNzp07sXPnzumERWw9eyEmNWXeGDOqGBfVpIfXBZrwnbgTtZPQPbA0ncNvO+2kE9QRnScTPwNUILOxC9LnwTeKaxi5BHnzROHzkSunmXeutgCsvX338JkQREJfjjcpkNeLK7LvKBS99IXxOzm5yNfRGOVJ69D5NW3RbeCQ2pI60ylMmTaS8NwdcznxTOlU7EORqQoNkODul83DyDcha1ySHlsZjhhkrU3bBCttksigHFWWL+TIrmMab6l9nRIlfvw6ykyz5SOFnDMuuugi/Lf/9t/wwQ9+EGeccYZxf9jDHoajjjoK11xzjdp9+tOfxhe+8AWceeaZAIAzzzwTn/zkJ3HjjTeqn6uvvhq7du3CAx/4wA0kqvzOWUyeJYjMaOOY8pRaZ+ksnTB2TpzR3AryHdeHseCc6LmOGOI7l6LdM+Jf4pYdHQwAHe3O58mkq5P3SWIOUu1IoivChW2AdywejqOn1Y2kcZZh5dTnyWNVRIq+bL08sve7swBWDKyf3v1cZlcYKzZsn7y93wDB7sn601EBEY03Ki817i0Gt2nUHWPshwX06jLpf30TzSjUwK3J3ZeO/9Ub2paPFC688EK8733vw3//7/8dxx9/vK4B7N69G8ceeyx2796N5z//+XjZy16Gu9/97ti1axd+7Md+DGeeeSa+53u+BwDwpCc9CQ984APx3Oc+F5deein27NmDV7/61bjwwgvnjQbGzIYJAWhZO8XPI0HUr/HP5GAbPXupDbta+6FytKMoPklsZas9COAJDCTdDAo8NWTAwQPIhBzxaxZeYd2atEYaVM/I6N7J5rXEBky5eEIt3i2qJkoTu5v4yx08RotGc1hsMj8mHc4v53VMZkJTziXV0Pn0iKyjZCQgLVDyJpYZpjiSLcdhOjLrKETjzTIaKFq/NLE8hElJrr/w99ym8uwXfYuMRSonpSkbpLSYHU+cVz/qk2ceefgycsAto5hJgG7iL8K6wXqNRMJtTPPYclL4lV/5FQDA933f9xn7d7/73fjhH/5hAMAv/dIvYbFY4LzzzsP+/ftx9tln453vfKf6XVtbw/vf/368+MUvxplnnonjjjsOF1xwAS6++OLVE7Sho+H6n31PZNHTHKIkzAnHQM2kwWTAyUrt3KndQuoIgbV5o8G3xGEPHfl0+HCSdh5h1DyZ9ACOVCjvHAeboGibU9NzjJ+Ckc7bRMjzIMwO9dlMJ5Asv1tesZVnH8xUhITPDjBRGTIc9QSkMkZiPUP1YO9RGoirbjfOJin+uQI527upHB/1AsjL6ktjkZ1ZGcO1FzIDkrLunKNaqP8LsOsle5KnVBbqawb52m6J2WwvDrV3AdrkK5S8FOD3U1W5pL9HDGME44mh0ya69hswh/ycwp1l9JzCqT86nFPoavLOnglhCsx78/UUrL3UzgG5l0+yPSirvwUNxT0hGO2d/DcaPPmTrZ2o8sLzBR74mQzg7Wx+YqLwz06LRpVNt+iEJDJrv37U1x3wzwbUSL6PzhEHDwiiazFMx08Aj4bCsxAmMlc2E367WrH+uiFH7pSNgC/zVHZu6jdXsRlmwT0671DPIIh9LmFI43d+bRgiB9khxe66M6i+Vxme4HOTTrOxhOJrzwq4NMPJAOL4qIxH/bJHTofzezAfwB/+07+/888p3OmGAbBxi+yTfW68dAihmY4hvbEB/OqncSvPVRt3cnWEwCBvCcIcZBNC8PveJewiIpMSD18fIe58JYEHdwo7pMvFldyzcRNiKsTgQE5v9fThqXhnGQNeFb3qNl7n3wMmUM8YTBGIAzmzgsduUi4EpjkBetVzkAZjX9xUN/dz3gmm7JpRDmp51gXlqH1nkwZD4hwlx8NlmvhbD4qQJbqkoFuTPBRyvdwvDUBeobUQjHyqsy5nD02ntJllrtNHkIXnIaF1+3GGaOzDCEbyIPkrbpDPfUqeObNU0C6cMGEuOVaCikYXbLjefDSNSdaDpG9Fvf/wJ4XImMpETA5jUxQ9QhAyUOcA9DVuAnKXJkMIHJUhi/Ku4ogQUuvXX1thNH4zUqhh49PJLmxDDPF6gdeUrbZf5dW981aGD2NM1OazfZF5a35nfyZp2QQN4zCbYrySx4TB/tYpIgfSDQZz8OzkJXKjNLQzTpLvYs/TTD59UVt3dgyIdRSKYUt9ZCQxfMmdPCzT8HlPUrblMr4B5CXfiZKYy2HKknDBdpmGSrTTCISFSVOvGJnKpYBCpWYdQvPkvtFQDnLmsiUraXn6SpE0SOHLc60dG5SIwSTc1wGBvgauP7bsXR9agRiOTFJgM5cQpkYbDSGgL0NAc5QQWj/m9KjR1An4w6mgcUKIRgp80Zy2vUX1x3vODZnwxXZUDkwMVaSNU60ijdgBdWI3sgcQT7UUTdq8zwB/E1dksvWjGAAG8qo1mt2MuZZddMiVZVl5BCqU5goZVlgdcLhPXPby6Qgo12qqxKL2afhgTqfOMlAWoZ1zWVPglpBNYEovMcqwWF+eC5aifLAnLXIjE0C5GbZuiwUS8iLruQwuGcCOJCqr+obGW2KlUZN2zpXEoykzjKJc+5FCNHLgoGzR3LIamB5+BeYIJYWRAkqBsynQiESG/8Jta56xFfSdOwjoEweAA/ZEpJGsuwHpZO0VmJN5NnZo/WlYcDjyR3nI7K55qu8aZ1h+NpwnAfPr/RXtbGz7aDg1VIih0exd5xudJuI5ZqmCKO3FryiNXf8AdMU2IkjOj2+KGfp5TGNtm1LjwejJUdl5a1fPvAyd9B0Krr2kptI+hxFCVnKUKR0ZAZiklXYpowmVW9roQFCcyyH2pKOCkuLSDhOfaCb/UjFCgrpBQOuGiIGCWULI1p4TLKMG0x7Ej/sdrw3nHJEJA8O0OUJJoZiQGyYYNQL+SUIgYkjUmzqjAG2UwZQQUDU0DTs2ZZSsn+7OIZWFcr2GJRr2r9qbmyrqTROZ9DrTrC1QEUQAbZ9JIyTQDwkA5Obk8AlqI58WBzXP2eWkRwDerpePiOjK3POoclfAqZl28tdaMOERXtUAJSFSBomTWCslOasgQZolY+Vk+itONEwavs08fEPBk0YOwtRRQ0pF8y9EUmlpCJCRy51GWSsy50IMqfpi/8kAfI2v5itpgQ1pyMbOArM0HGuvIy0hnLBYpfAobkpXW+ibN0ceKfS0/tRaNf6jZ9+JUutuNRGxc+EJrDW8grm3TyqzAntACHppWrLXVKfaEQ3Y03u8y8iWi11clrhcGUrefflG6qOir3MnEhjdAUN+x04cqzt3th7Ye0D0yp1JXxyXAsKYn6gsPDEa94A4FECKaMKoXlSNeFMORa8eY6cesUGgOTfxideGLxcY1hDKGYT6zW6SIGcbiuS0kBGDgL/IKECfUC6Dar/KlpGRZJ3Au6X6bMpBy4dJAGVEUdYZNIHF3fBDIQbpF9nGEa4vcGFp4bkwY8TiC3/CHDmk4Bu2B67e2kLvmUGZ3Rs5pXd7cAQqiBuZ1a67y6j4yf45pTrvn2BJYuHSmmp/M+cSgIFM1N6RlqQbaO+r8c9iwYSBGOMGD7BaPiGWalNBw+Z7h4xZ2rhUXNHWmhEFacse7HheXgUJSLgpJENmRWZujhtH2SdtNFoUNplG657sHHwdISRDEI2ynm39qUzFt/q9ZHHwONU1ZR1lKMNaBhHnVw6k1Y+EOiWfQbuMBBtLupacLgLlDKREX2xLqLuYckJeDiOGoa7I3yLpJ0OtRt6mNrYrP7Sg3dyLpldq2Jt0baaJJDj+pm0EBNTUxYgbmSODFEJNx7PCmHsotF1QjeKVzutIxczbG01aAJ0IIXlAt4vDfkdSDQ99NovEkj3x13z1zI8CLBlU++GVr8NutEpHCDUBE0UnXUX2xxMwNCajTpsoAKGGtUlpw7BdtD+c00V9MqfcEovLp+6f5zqJZKdBeAXyCRLxbQqFR4IwOdN0CJNJsYoWrf2rXbyn/TqSxwQ3JnBpzbZt2KXdmn4l42zXGiQxwwG21ISXW1kH8kuV6GQb6rI/UsgFbFNKwNIRg25jraWRc12j8KVVBwElM4tkiUEaqBkNcB2I0hERA1z9dKg5UTxAlTPTHP6kMI3t0/a9EYO3Y5CXn86UU0MIPJ00RghAe+JYwdmCPxOCApJquUQW4s55L2Ch31qo7de4W9BndJlhHO6JIiQAJFq5gE+XGETDNweRoIAt4c02QAJsAzqBbPteoa8HpNxXDWkw0HtMscVcXiJLdrcRJz6L4sMogpObTt5b/7xBxs1IuUzzyMa799Is3ulaC9f0Mj+wY1kUlis1hPQVbsu6AYdPRUNQwswUtwHVYrNAvRE1VUFKDRmDPCUGiqw0MHMaQcF8SIcZLgfBlYD8QrMZMQSaTo6Ebswc/qQQFc7YVJJ3n7OOIG6eEDhcA/qBPROE98cyPSE0MivI83SSAXM4QuA8JTQLzc2CMK9XcFGYRurLahx0Ewio2b8Ha08OouktrZ/G3dkZ90IqpilECpYjMmWyWHG06YzKR+yRgplHlwDX51UUaZxmKFPaVHLh5FemtATsBFeMEuxIw+KYqyvU3TqNMfGinmZmv0ZjDoo0lSssVFSqowGpw6UIcGcgYNcZ6hUb7Q6ndgG69CUdcRW/BPCpKR3x73NDBa0NRDrJ8G6UF5f/lhhcg0pBuBXNEUAKznQ6rtGewnAMzMk08hqGO4QD9GJl9ExPFBJPCn7BwO+y4ImAwZ+mgtQvUNcLfBjOExOCkkkry3R46wWibcqzb7Bm54UnAHluSCJbcI7CeblAQyzNVJGXCcAPvcPO2rPTNHMGeu0rIABuS95Nvn0AIDkiUP+pyOX6yYUEEvlPdY6+hqsHIyXPuu2+AI8pq+R+g2SD/QM6DRRpzNE04aDtD8Sg9yCVROby/7BYPXjWxWIJg9L/cnZ3LxUXkZXsArRZRxoK3GVE0i8V0gP+IiTlTlkx2MOFQ2vvGx2z+iaI4cgihXCEkNxv4J9+62jWgT7PFwdu/UVlIgo/ZeRHDMVk8UvTBfXTlPLLciyAD9tOvV8B/USEAQUObeNNmsOStiZq007LNMDOIG7ssnlvSaF20lEC8H5ItqbPEUqbp1zyMeKH/CYBk962qKbtsWU2fpptplJvSZqY9e/bmxYetUkzTZQwAKMCFRECJU2KjTGQj4i1qn6bx0xqMU+7S14yf/gooe5QWmSDfQL4stZQiWworFTWB4YDa0m1fp5K4lUHRu1KDLwrSTOAJgih/WBV/NX5Kyi7JsBo/yF5cDxMEiTPNCtHGJq2OZ31SCKFhhACEA/dg4JsyGJMTiBPAVue2Z5APyCEgQxi0tBfWXMAOuBP7/T9ZE8QzZeyUMnG5ru4tSUVmt5ibsqo0woQ8M/1Gahf4AL7I7JgubzQzDgZyfXhfKK75BAQTics775pnE37lCsZnH+jVYpMqQsCeqlLBdOs9Z5IVgKQFwW8Ek1fCWilIeyAXcQactod0Ck7hiHdrcSy2BRRdu2VoLaAoeIoRT2cZUCFf8HOpSOGIpd3XCVReHLxxaOHlMunU+tRPCYIveJDKYQzR2sMNRPGvVYIl4sDfSKEzNtbQX5cOZryZWcmIE8SE+bIIQU22nkwwZ7JPCp4NuCfKuj7OXYw+Ds3AnYx4VUWFM6cS5BFYAZ+fx5hkRoyUDlCCGYEZNNnd3q48HPMKJgGfoUYZFTA9vqcrX2u9pz8SiDZpINHHt005AqWQ5hORjRtbRn5OAxQgtOahv33JI+B3EaWrK7CUxFK9qXsGHBTAVtpx8Ve72MScgCVc6qjD5nLH7T3UiYyVUPhBIMMvEZ7kS2LmN+cafuo91+KN8t/UsblKg3ZtmrqxLThSijyzYZUZMm3vTUvvGsLWXc4Vcl2wXogBsBo9Qh2JHG5sH/2w2Xjm140cvDhJHA0VTVhjgxSmAtgBrSlc1dNQWUltP4YvKnXMojXOUcBfwIQmsM1o4hFcvWcyq6hljyyPNNuIiUEc04B5GbXHMQ+s1xXgMb/bAVEIdNb1awpwLt92wT8/YXobP0Dw3XJEegLUCs5QDuNuUoZjgwCrYzPTyRNkE27EtzC21MmBIw4uNnhQolQTEk2zynr9IoFgZpJjkPtS8PjRd46DZVMtpFRDpCVrZxaDgH26BZbOufQ64uJU0llQW01kT91S4UElkyyZK87lAapiqHLpELq/1BiUFIsmdaTGQsB5KT5Gq7K4DRwZ5I0S5tOrjDJv1s8zmW3Ur2VNSAD80wkYEpjrOBbc/iTAgG0PifjWB4T/VInStTJmBGMrEiO9LVU/8TeEYk9g0BgvKBwGha0fsBhoNdTYOEIIaVmKogJIXSjdQWev+5yABUbt/lIw26niOpz0g+koxJDpp1DDOSoZNBbd2gIBtVfc04Bzn9AAkGAGl/JvD4qYBP49uS5PtsMYN27OZNAAGkqjMPIekZjx9BPEYu/RdZ2qvHqNw1SnZ4puAj/V2TpR3s6u5Oa4hUtXvMmShPftFSTOmxHBeTralImckJ6qKN6JmE47U+kUUgrLVHP3ej0Y1KArofkamXq4na5XbVZPC8PubCZri+VOFo8su2l3k3lAd+Wl6Hl7NxWOKtw+JMCg3izrjARphijYTdhUiPb7Nk3owHQgm+qDR3VX2+qyW9BVT/8fYNCCGaB2Kxb1LT5xWSj/ZeGyO+NYWCWdwe8CtjOv0zr8JqBylxWe7vQ7A6KBaTh4zWjAp/uZr0hG/cmzU3+XbrJJP+cOaL+ocfUvHjBtk009RKAsXfTwYVv0zL1geBm0gTo9tXSpgY5uYIvOm20yKpckMu1E6ZIzKjAJDrR99ukrTqvBIVo1hoAvfcoF9CH+KFrNaQ96UghVX8JkjlhPr+VtSxcA6ZPmzEWnVfQQ4+CE36xWvNb3YxyOgnwnHknb4Y5AkghMgltA0QMxCZMsv4YnPkdZE/udU4/aeNmf7MvtkMNG00ZMYk021MpnVOEYDDTlkQMmNq287BlErDALn4E0N30TlpCRwrNtJAjAZatwB8QxBAux5lRoul0Mk5b7jhM9c/sPdHe9bGtqu4167wHalkkG96MHkiGsVcAL8Ch7cyxfGmn+tGbBJqyLOH0TACFMTJL/KJJCzm4EUs2LGTT779f3ZxmFi6XfJWAFbqrIgRg+IYDE4P6Lv7LSKuSmN2VJGsRdbqvAnpz5iHTO89A1EWdaue1eV4r8G2IRwXsZtqIYxhPOCPmyCAFbhShe8gQ8Str/uyH599T69xfbE7N7yghNIBvCcauYaD1b/JCf6DOwyQRlYhvXF4jdyTQEoMfBRT5y6xTS4YMQiJwdgBNPbkpIDj/cDIkfK8TNvmdIJFU35P3n0irpDnhTICvMqitJO9ePBEEmXl2FZ+gQKcgm6o8JYxEUWs7KwQt6ZBrprVtiYwEUaJzQjlZXadlVPMWHOMv0ElyU7YEMNJd1T1XMtBBC5U9ULRyJ4sBH2jPaOgKQvJbVIvMXGW2p6OTsEUnsVmTp9NIvJbg16Q6eVVL6bMzd8DNMUcGKTBQN05j6DcjHE8bGUIgdwZqE76iczT07k4D0ZbUrP7aXUY5kOWnLpRMXEa1DXHbCxqWX+Ad7GAAPdLoozn/aKQAZFqDcFNIIBkiV9DBk4PJWI4BW8gn0r5yrS3aTlLDM5i78rAmWPyGSyeBu/Z/L6+ky0wlg+qcgrFikHg6RgA/yVfLxL8Ff9WoJTGyzrCQhetsIstLIQahraSgJrgXFk0tYNtQk/01IO7eFZ6l3Yrmr3wvH+ORqgqu4F5WIQMQ0wE3TQgRgSbA7maq/KDsTMTAYROshq+VA1YceIHb2vlCpPbJ6ZtJDEcIKfQM9x4L8u0WTQfo7p0B2JNJdNagBexknpvRwkIAgghhgYZMcrOmMIT3U0SaRyGEqUYTuTnwZ/veesDYtBCPFPzIwI4cPJB7ciqdV3aDkHfZDcN+Tbq9HVoZ9T3HpBD582XsScSXv5Cgbzuo4bKXl0hrpTyY0UBC1fwB6FRJ097LH1+TMiBckUmfvhTsSRimhvwNozodk4Zpl4XFf0DschtPw3DDi/BT4vrhdk2ikAh3pb0vst6iq0SRhzRmuZ57KfKGwOYcQ5YyS4TzBPLg8g9GE/rkGJKxyJxdkLhoJ5QJx8RCsrKNc445/Emh06Gsm214zTTLmLxmWog6cUp1np9IJ5oe4mmfMUJQP4vqPwR/JhveXeQIYbKsGPAdMLY7f1CBdTm4+1GDADjvQBIQT+swBKJujljMugFat5ruANBztQjXEzxpOPukr52Po4TkKRkPCtiTiQOInDvhUrbgLv6lXilfZlAa7DST0QKnQYki2zACnMMCMG2ZpbaInCuZqBsojoDockByACoMx0ahVqKi8lQoTHUaqS4BSB4qMSAJUZQ+pQfdSkoWAzFIXeo0UtIWVUin7heSRNWPBSVTNxnuzisz6pIMSmaGQjIH28LRAhluVzN54fAnhaYBVnCO/E6OEETtIEbXKuHO56eNeoDPhOLWFyJCYDCPpokighFtSUwkIyg1244YZI0d/bLdsj86SBlm66kWHa8JMCks6VnDZCKgbNPnCEP9ea1fSMGAUTDlpO8EtOxhpE8a1OcO7ztpSCammVkT1GslCs/eApp1IRUY6p5HECaITisVLCpbOFNCWVso8cj25wzoAnIq20PLNJMc6qojkkp0koeqlUdZdSekfeZoWGDIgcpIcVXKY4lhV9KS1xSKsiW3sdbYS5sQIqHTzdmVeaphav0Nda+KhK8jAX5JSebGQXIrg9n1hWZqyf+uZg5/UmhAvu+vt1VwcCeQ9/IcSdQGn6ofeHD3hIAahtxbQohGA2hGCe2UVpHPYcdUB2q7/sCYIQH5kI2CfwFu3VpqyQCFEFRLN4QSLTT7dYRc98lLFRCZmDSC7BTUpaCl02bdKQU4GRouCDtSbrUvtuDsy1HtGzuuNAqU6oMfqeiOIuN3AIwkbYKISe14MTZRHrn95Po8kIkldW5zdXcRITT3k4x6gltBFLQVtP6qQrwkYjDG5Te7Z04zAHP2IYt9VkXc5kXaZ10r0DUI+bynTiklTW+78EzKgElyIRmtNsmsy0hv3cA3KLY2oMMeps3hTwpsmuH2KAsQYDvQR33Oxr9zJtCPdhGBgR/tQrHxk2DOINgP4aR62KxEL22sN00Uz9VSYGlg3PENgDPoA6yRpyUKWRQ7B/QC6vXwGBNJNmENMYDiYdDNGEYmID9cOUQAtasRkZiO499JngP7VB/b8msQP5CbrFeVl9CfNnJ4w1zV231UI8st3sjowisOxT0xaYg9T10qeaQA/N0Ja3aXpGsaMACtpKGkPVF6hgNwFl05e0aTpuTqjqgMgfTBW9kqW29LleBJT21XIpH5fCIG8H1Ick6huqu9ZoKmkaQimu1TVD9N3iKCWMHPTHPkkMIYARjA9+BOhKANnsCc3lnr95/O1Ll9kpNdGDvlVGU0hBDcZ6Tgz9dZkDFfRxsrp8axAix/3SypHYN08V52ESnIEQHYHUYWKAdCyA3JCOirH04nrTmYJPNIgPwPZJCtP5NdO37KgCWkaosQ6BvjPHCnl/xx+5MFdqdhet5qEtlEImUnGQ+umhBsKm1KLOvUS4VAKQgTNV2/npBpUbpov/zVsQJYsqCcs5l1H4yMBkp3EcLUIkuA35qrt6ByGbgyc3xhiQESV9mZJSNfkiGLz/r5Ti2VXPOeEi0+K7O7NA12DTGUamLy8OsIJjelPHXxnsllk4QAHDGk4JqfWScojZ+BX/wYckAchv03boPdAOqwWg6RQLzwnGpnJdDXEQLfb0Snk+16QbEXzS5T5Oa9GFZbC7M06wLkl7ebGsIwu40KIKj/XElC3iVV6+I3GhlUOQLGNS1Z/aksmn5qDMkw01Am/1JMAfibtYGZnZBRid+bZ+8RkFT4CtNrpzV8trIccci8frsqC/0+g8EebXPVTT9Zmcp8vEyjJOiOIyGE4fvHgE4rlbwNp4YLGJZ1Db11VTXsEqUnv6jdsqXLgwZj3CSPCaCL8Op2VQjYS/iU6vecuY3wV+BKejWugima91TjzSBiIA7Rz3w2O4m8XZGTAHubKmr4pkDmmSODFAigjZ08RIQAZyf2yZ4KZllG85duLKMEl5Zoqii6AtuuHxBRLGDSkU14lyZJR5N3XyQV/PQLVwXwm/MFolHqlRUO/P15A95FFBxQA5gsajoMuEu/Gpke8nZg/2y8f+9PwidvX9Nq0hABvAnj3LJ/944ujM9DKgASDAszg42mrYCgi0Y1bU8kIlrWD0wbJ/Cn9JgppIxhETqBpp8KWPFJaFlbWKYykkYFPzdyRrLVhQK2XAQ6pePrJdU8JRLAU0nSofQ2WdBtrRnNh3dyqsSiEfDUWaLwSAExlP5hRgy8GF1zpZkwU08IDKXDxDffHP6kEE0bhXbOzZNGNB2UXHg3lZRJTnOFBfyCsQX05vxB5I76XK+6iNwpTwxQ8iv2udprcE8INC1k1gEy+8t23UDIAN5/tnFqGAJcD/hix0W/zIiBm+I1bvKcO8/ksVlzAHU2J086bdhZyb+vh+SERURjhFKHD9Jh1g1g24IFi1JnC8o+tfGUM7AosJnJLqFMAyVgPWscqbQ/3eLKcUpkOenhN3PamVR50bLzgmfnW76V/pVcedeRvySBrq0gYhjktZtecwH/JKSZaTsrh00qXSh3mIJKpWxAARqNINGTdVOy0AxI+VP7kDLN0LWOpt3x+kIK3Dvm8CeFMcPgCTiyqIAsr3CNjf35nTxZ5BHwNwvXbmRgSCMYTfjdRLz1lKO3IACb5qhxMIiigjs/p94WUyINAeBhoTlXEhE39ucIBhC/Fcw1DsDaefD0U0XZd5IOUCuAe0LgF+pYkR9On0eucDSRrJs8R4qKyqL0N4jPwMPpqzJ5Cmy42M7FtYTlJQJA46b9RaaOalIUt3RNgTTjRZWp0dAIpDkrURSc4aBbmctftE1X3z0BtJ3UBoKvLrfGIGWg34sosF3KTscKevq5Zk7yon5yNuRh6sPUF+fDNSSdNkouQC+Pvs2uwAg40knBIj5ZR+/C7N6N/xjkK9Dz1E0O7CrgexIhQqBFvczxgsmjzVKDcZz0YFqlIQQ+hBbdYLp078AA7ryTyEwtZfNrpoqKxm8WjiOCQOAOksmZzc6/cc59d7XrhQs6aHZ+mnAuTsPkGb5p1XCdTs1gwmTE7s4tkX2OwpZ3naFwU0KJ2qU9qyEeBBitPz0TsSxltzb8Vr+5kgHysCNIiCEVYqBkUnSWGKJyQM1vckk2xCDKBKfbl9kCdLK5lI2UE3Ilt8zx2pPmNYlCoIUoaD3JZmME1LkAON7QzzxzZJACa+hqR/06OT/SMhSok1Yug39MAhbYm2kjfw1F82nN6rddW6g9W3SOqSuwTQ/RxhHoUrkSgt12mssaQXmXtQLAbiFlcJbdRzQN1BCD2bUk/uKpI8DuSKpppnAe5I07xUH57ROB9x6ETUJEagHNYITODRFYmWaDCSK/HMeY4bgdYXUIolnMFcdEKaib6Yd6K98O4CFGWkIXmVF1ZV3EHkYWw2Iu9GQwtL0Pi7yFPOR+IpkWzXUXFK8LNKUSEIImPdnsWeCGXYYhMK9xCMFBF555QVqBWfIkxMFlYSoh10LmtQJJtHY0W29CLtW4U86bNIc/KUSE4N2jaR1+B2kj+hcTQrSTqCUEAfvW3oO7JwSeMjKEoPlhLac6cJ8285VZg1WQXqKGLO86YvAHvYQAMskSQmASYHD3W1LFjQ+hZcAsBC+LR4eP5rwBm5xbEmE3zbuDFSWYttxMgWX76tgoiJTjc/4SoN9aDsJmrgyDBdI4GeoyTFtviK/4oUl2exm1S56cZC5x68hBLr0zKFskyWlh5Dq7JQpKKrehyqnhnOraQanPjLrWoNNHVHYKw6zvELnpeQYtUqpf6s8Ky0IYcsJZ5Cyh02C59I2BtOwFekJwSaJKabiiW7ewtsSghFEK0NyPVBI1/Bhm1jI0mTEy5TVVomna3bhZTHvZnPn5n/95pJTwkpe8RO1uv/12XHjhhTjxxBNx17veFeeddx5uuOEGE+4LX/gCzj33XNzlLnfBSSedhFe84hU4ePDgxhIR8gEjfOCZJ1IJyJuRgwZbkRDEvSEG6NfT6veWJQz0148QPDnMagJMErKLSKd7cp0GYkLIFfTriAC6HqCEoGEyuRV/5GcAYSIV8aujCfubOJ68rG7ib5mtnf/zMqXD5JoW9u/flZRyLb8mDgT2Y2nK6MgfHqQ8dNTGU2yTcXjZsf8qGxpHJJPrtE4ttnZSD6Z9iDIQtKvqz7cvaptZ2irJ4nogYzYmAGE3DzdlLKi/8ZRtpLApAQy/WYQ4BbGLC5DwhCek9PU3tyjLVjf9dfZe0Z1hDulI4WMf+xj+/b//9/g//8//09i/9KUvxe/93u/ht37rt7B7925cdNFFeOYzn4kPf/jDAID19XWce+65OOWUU/CRj3wE//RP/4Qf+qEfwlFHHYU3vvGNG0hJal79oq2d9knGroJ/8dBUILXLiBC4YaC658ad3TqA7/yYpI3kuXHOqFoFdy4GaASEkKkzRmsHgAGGBJjbStvrKzIYXBMDGOJwNQ+5/jbA4PznUgi5uvM0mQnjxIT2kVHNjNLVyEo1HQmtP51GEONrriY6qXsmV/texZR0JaCZq+K0aHRVv9UzDD5VfPUETaPoDakFwPTEMoZ2kxfVXRaczRfPaDpJp5mk3zEeyjkJzkK2fcWUS6I26ks1oc6O1W5eOSUBuXzXmc8qsHuJgIqzCs2mRN1WV05rFmElXKYttuqxZDKB2k6RnVBHIJ2mMGUO2Ujh61//Os4//3z82q/9Gu52t7up/d69e/Hrv/7reMtb3oInPOEJeNjDHoZ3v/vd+MhHPoI/+ZM/AQB84AMfwF/8xV/gve99Lx7ykIfgnHPOwetf/3q84x3vwB133LG5hJkaEDtm00T+GPwrCZgtb0WLqI25JQQO7w+jhVNGCVX7cNtMDREU07O3niRbDOoC+qganJIDrAYnwKzaW2cxWXYQiax10gTZj9fql44QIr89LThy62i4rHX3NfdOPERe4d+YGxNdGQHMkrFcjvijdBXZ9XBglH7/7MupjcufQZGpP1C9+3pLrs7q9SZ1xFjbkh9NANFIlDchmNGDjE6kXWaY9prCoZ0z2tdtH9J3d15IFTNxpz5ciTBVf6zxcxzGPpU4nceCN7Lry8hQzHLpjrBshZHCISOFCy+8EOeeey7OOussY//xj38cBw4cMPb3v//9ca973QvXXXcdAOC6667Dgx/8YJx88snq5+yzz8a+ffvwqU99Koxv//792Ldvn/kzhgqqgnVQU1xJDLQM8C5I1800FG+fqkbDjiHxtA12zJhdITSM9h/EqVM2cIvLgJ2moM6nHZ/l5doJxV1/GTAQbjtl4PDavd2J5MGQ8qPZdeAHdAjA+3eyIhBG7qShE9akq2MfyWrcI3kB0BEoKxFS/XTzpeRgxVX/ru2oPN+2HDnkILwqDTBtI7wkkWSL8tKeiUEd8ZKx4cnfiEn+LbXFYRW6VkZuBRl51RM7TaTMO/PUdsdziy1BvB1zSKaPfvM3fxN/9md/ho997GON2549e3D00UfjhBNOMPYnn3wy9uzZo36YEMRd3CJzySWX4HWve13rQAVeCypiXDSVE10rbcBaNAKOSwCf4mn6GSXBa/iZ4tURgqaz03iaNBY7eZBn6STksdk1lK1f7tAG8BkQ+BQyyzS4RQCN6t6cQpYXcQP55xxSulm+99vc8NqWVGA90XtC94xwWsa/+zqcjAsEJtmGz+6hkT38lzBM4Zjs+kVqnvbiRUrKG++0R/L5LQuypC1r3BhkJYlumenLbMlkQ3pMLlMgwy4flI/gpJK88kztJiVZqKasB8XRtH3vXrNTA5gqrNM5ehZjrAop/FD9VM6h95nIPctk8zPXbPlI4Ytf/CJ+4id+AldccQWOOeaYrRbfNa961auwd+9e/fviF784OChIy0igAjd5sMJSogUn/iPvtEBU1x7Q+pM4EpDXilzebbRA2YVkw9mppKREYzapcGM1I49kfhpNzx84y2g1MzcaUK1OYjCEQfPzjfZY7cwcPrsbrVWSnu1UhTeeJFRujSuUDxeM7Xv+fJjee0SE5h32vReXGRnlsHzC9I6BTa5/Jh1RnP45WzntyAg0VUR5B/n1+TWHIbP55XaJnHUkYEe2tc2ZxWe6g4vTx9NLmjSnuTMK6JbwpiBbKw5TMQGxtr6SmQB1L5/K3fTHnv+O2fKRwsc//nHceOON+K7v+i61W19fx7XXXotf/uVfxh/8wR/gjjvuwM0332xGCzfccANOOeUUAMApp5yCj370o0au7E4SP97s3LkTO3fuDFwCMjCr+PSrO4UWhjjMdFPZopeBskOoAL7cMqlrBu53LdFNpUQGZheRfTdXV1BWtIMsQDuUitym4nkKqIhh8F9WeWbNAOSu6wpueoh3mqhcmk8mu7rYTNME5d2AgB85+NFACGTVLbG9LQbA9y6fhu7IIXJLNT1NB2QNuw3SpsP5EY/LbO0zhgLNxUJHgLm2V0MoEjaZZy3nBMhtpar0J9SbTbXvZCNDF1oTkBdOr8ygMww2+gxATwUv0rDelMpiMcefMPSzXBIm9yOJbOknOQ8HyUrXlGLRn1yLzJRjAmTEn6WNU/FyNeaczFSVxCnrHMM2VhJvdkwlQPJX+la9eFAKJev23KHT1/7gp+BERxjylnxCayZoZGhOT6/NGwNsOSk88YlPxCc/+Ulj97znPQ/3v//98VM/9VO45z3viaOOOgrXXHMNzjvvPADApz/9aXzhC1/AmWeeCQA488wz8XM/93O48cYbcdJJJwEArr76auzatQsPfOADV0qPtKtw+sUQA1m6YToXf7TwLF+f4t1FdkGZRgYSRYLZ8ibgb9LqyMDuQKrPuoecgQLFXs4cmEXldkF5UW4oNYfTHCmYBWQlhqwEIwWe1pemkZq7iZgc3HuoPQcarB/2T2rMCsSu/htS6JnAXXE/V3duTyxb/RKR+HQqGRSz7OSBp3QcLhii0DQlC+qOLFJJKwO9VS6ovUN+s/aRtIMJBxi+OJZg7z9K9YRysRcw521JSg4Y2qReo1GANNVohzXxNdrZpAob5dsVqfYjzRNq3+Q6cU1FZ9UKmKQMpPVKIAMpJG3raVmm0qjP1YN4Q/lk6TNyTkNGxdpXytfrpM+RfaYRVVpwvS6JbEreaBSW051ECscffzy+4zu+w9gdd9xxOPHEE9X++c9/Pl72spfh7ne/O3bt2oUf+7Efw5lnnonv+Z7vAQA86UlPwgMf+EA897nPxaWXXoo9e/bg1a9+NS688MLOaGDChHPxrtGE0z6oWgVgGlIYhw8bpsXJUM3Fxt3soe7IqrsVLIjwdJFp426Kwy7eZbVj0G8X+LyMAOgi4GummrwhgI2cIDjj/Ixp+mwf+cneKiKPsfQCFp3RIaVWrNXsWUwnQh8+u2ed5/eeRhqRprX4K3KGj8r0/Pbt7EG4SpAJGLZ0FlAc4kDdirpIAyDy52cFzEDrEa7IpchSISMsUWRkoBCRz4e01xwRR8c05yES8b2rflcgtQoif72wvp2PxTHLzMhkMXfKieZf+qVfwmKxwHnnnYf9+/fj7LPPxjvf+U51X1tbw/vf/368+MUvxplnnonjjjsOF1xwAS6++OINxOZbRN9LDjzZkYHTioKRR7bBwRp/dn4tqLswAI0agrDwYaNInFij8TiAL2GTE5L4lTUUIQ6OgMkCaOPIIELIodwm/Qa0XDiTubGwFCecv96oQjXiIK4mHYwOmzBuhBpFORqFEIPxG48Qmvg434YYhCw6BcFp4nARMSQg8zwVkyARQ1rUe4jkKmldeC6yU5lqUcIo+ZGT0ZJNAW45h8D9U298Zdbo4INmU4o32aIbrXlJAOg6bVB1Nd042X6Joa/LqM54NhsIqBO4Be1V1jdSzr3a/udt9u3bh927d+OJ9/4J7FjbSZp5APJu/l/tF8mSQnQqmU4kswydEnKLyuI2nFpm/yjusl6B/mhB7Xo1nS3wA/UEKZ8EdSdK2wvvsg0jp1SB4KoKnv/M8FsO7SjBEUKxahY5Yf10d3o000f6ny+WGjcDGXtYtTf47sOd2hsDxh1/Y6Sg8sOXvv/eyHbyGeZwWuPHrM+1bu05nVQVoabP2D5l+om48RpeeTd9yD/Lu/8uiSsfr9yFB9xUwXG/S9vXEq+/6eK2O5vR9BnqW2F/EhnUnxD5Y3dnB+Dg+n5c87dvw969e7Fr1642j8Uc/ncfAdRQO27SUNlTcoQgQOwJhII0i8vaMRjgU22cjTsdgoENZ9McZ4ZuVDGEoBp4hxCqFs/vbt+4Nlqy8w0WVpZp0EFjHvx3SEHs0CGEruYahScG4DJpwsYiLZFQuXfAwyW0hplDXOpf3FLrzC9TJOKj0KIoDqpOR4RV2pRqnaXtZkojJ1XjGPyb6+RE7oI0/2Ue3nNWxYrvTgLK2sOipK+0w+G08/Cu21Uh9yXRd6Fd1L5ERdkauyfMFGWqcqQYUnI1VvqrLjInLs5yehv+DqQaTt04/iJ8GGVAXoKCh0ROmQ3a3oQ5Akgh2WentRjNRf8SLVxRmPJqtZnin3chJdtAWNNRLUfC0hwqE8DoARkGAunbdqxZf3MVkdjOTOmUdYNl5AYiAX7OSjT+Coo+IcD46y7wFsA0HZPDNf6JcEL/vQ7he56TCdReT+maZzhvPfAOyMbH0cwviHtAdB1lYXQ00hBCqmkQIJYUmZ1PhLhVcE17mX6Tmzszg1VKulYw7Lyhy/NQiSElKMAb8JcsZT6fQAqRrLeKHxQ//LVCzg4wgLWWQwF0Kksz5WOKyl0hXhbS8wLDmkYpJ/kQjuxEyjkVRWoow6FYBP0HOebSvERla6hJS7fa56h+ovYXm8OfFBgRPSFIdSbybBacrfYQLg4juLcIIJBPOtS1R+UTDWtjQujCT4MTtXWbayyEEDLMtFG9dgC0VY7A3txjxOcVHCHk3H1uCcG58buUKbmZbauaaXl0JcPyIv9N+XWZqHWf0rDG3JlYWJ/M3g914jBZnfQm10jYb0MQAhJeXkKYdx5B5EyYRAfhMurOO45D5FGWEmBGAIYYisdBbGljiwK4ywKYZZtrSqAtngU4k2xLrXch6XekcwVN3X7ri8aUnzwm4ycj2WklE95q/LpuUPKAZUmj5pau4EbxnySdJS+lTPgbD9A8ZKofiRRargFAkNu0OfxJQY0vEAF/C/SANIhqr+8K/EImVYY9fVyJJbNsIo86Wkg2bvVT/WqqtE0WbaCxR0sIsiWV7Ov21Ez3zzBx1E5vzhkQaQB2jpPtK/g74DdzngQsphHTugMbee0BOofx5CDvacxNe10gP5Bte2onTCfN4buAZSeOufI9SFiPLZF4ANFqYJkcxm4usAOFRHmRLFXSG67AtsRhqkQv0kvDldMJuvicAchV1WlZgFUuzEul3MRvkVG3gg7dRbe5BrhpSyrXPuyLqHQ92ehFlAY9703NIlF/Nl94y0N+FNhLvQ0kV0rGgH4leyUo5t8iXxPbtMl5hAAcKaTAi10AgT+56zNc+VmNwWj6BtT9bw3Lp409CVSi8PJ9WuosZG0LRAjSZhjMzYlkmHWEKULgS8wsIbB7bheUiRTaQ2oRSUiYYBHaPHM4U3tWJgL/7C+yb+xcvF5IBgKGGTchSLv4BXx5yC+M3vTxqONTPD2tMEduHfniv7GT91wbbkKcHgYq2Yaq9oMwmSLJi+pfQbaMLuTzn0m2tQoxyLy9aOIycpEDeAvpN4B+iEaSLbiafG0mm80kRSTTQdBPdTLFJbRpG+ISAqvFJ1NFOqqgfj4URyUHHS2UMtRSM9NKksigXYqf7ZFCMb4cCnWbnRHiT9YSyFTigLqZIqfwBlZS/eMRArs1lcT+OyZDFCNb8byPuhID726AXjpWp4hQ3z0RCDiFo4cOIRDY+50TZRK4JQWgDssjcDdTOfpf8Bz4j0ovdA7sNzNtJGniegzBmOREIN+bxlIcGGsoufq1D21aGsJiYHEgY17rNIjpKC3DQAFLD5tJkqp/+XKbLjKL5rxE/QBOmauHjBgWqP4ybUct00sAEcMS+lEcc36BSE5injSUzUo60L6ufCmEI7xIIwDWA2BIROyZMGwZDkFSFQz/Cc+Nm8OfFKRWmg6UWne1cnZmiimpfd3+RtNJejK5hm1OIif7HG49TUHj1JbnwYO8MAlkEPgXoOa1Bb2+momigrz/pKa/3lp3STABQOIhtUhJATEh9PA1GhnI86ZAfFUyWdHkQP5UHGb9YSJMA+JkmvDuoZnbCGTz3EhT1i251Ll2Wm9Qv3E6DR4TwclXzSSsHnDLBSQzClGkopWnQgyid9TFZ6PESIxLlE99JrqUz2Et6qJz0kRC+6TkV4vIlN0gSEc1SdZEhimxIY+0FlKgH6ksPjPgS9mLP8M+uU24J3OeYko+sX1z+JOCsKxfO+A/GS6aRWiARxO6ltAD8lT3VKubudvIhvXfVbDEQWkVO9S61wbLU0O5urc7huqf7DIyW0whbs5ODG9FdVtPa+9jkmA/1V1NNFXE7bmnIfcIAR3/Xm7gfSUyiKZSIvve1M4qcfTIoRevuPXAvgZCbeAjxOBJJIqzyWddKG38arQEThmi43PjBs3O1/orSc1yuE215qHdyrZZs26Ry5ZWQHcuiTyezs8mfZw2Mqn64Tn9bJ0gfJYAnQ6ri+VpWPMohDGsjyQTme6u0sODpV+hkJ/ck4SaL8j2Wx0tBKShRDttDn9SAAhcC/h7BwX9amUJggFc/FU3c/AswRyoUdnu4rtmZMDpNGn2rwS4YogQBIhlakjAnqeJLGH4swf+GTTCyNqR/QjA7jKqfg2Is9yetu9HFJrXiAzY3YXxbo39BGhLnL0FaEWBlvBmmx4BjLnVeYh+GAnXWw/wk+HdNJT/TBlYUG/TUcDMh+P0RLydrdCU6xqDblfNGLRrPfUMvZQOmbaelqsuNP3LeiC07tQs6SyjDG1eUTFQXzSpVJKwxKCafQlTv5k+uPHOIyEZKPgXOakSpTnXUEhQItS1C00YsV6tErSaXt8c/qQQaN1mMdgvDMMTAgF58eIPqRmQb05YQt2iUQEgGoW1M8YAvrXzB9R4HcF+EY3caZqIbz+1204He/tlLg/+JQ18qZ1JM5GHcYgIgZ8nCGE28Do5AkxzpnEm4xohqZ5Mp+WHmDqVHo57bDG5F75OYhPow+aF+kIljSjuqAwGe3MHkhnBEPpqvH4BujzJbiHITqIhrcP0kISh7am6zlBIQi7dW8gCc/kOwxJl6kgIDA1JyiGzpmgl61U9q0pS4qwJMdYiryTizi+wvQhalPZRRhLN+gKVp25TxUAkNS7KUDPX1TeHPykA0H1hidtwC/ItSTABDG7NmYTmnezh5HkCAer0UqfGGDj8/Dtr8qr1u6uwkycDs/OISSMHi8q0hqDx55owcQcs2EYavx9RhFp9FM6VRhejc+tHNCrpRF7gZqZ4ommcjsbf4Cr62Wg8jHXk3nSWd5P3LolEiXOAXiNCHSE5NnFzMqn411FDpoiSq0tBU5Pxupg8ADlNLJUzCvCHxBayplWeS6fPmaZqFqluVS1p4o0aWnxTxcVNoMKJ4ox+3KiQBI/Q1H8hsLoDSkZG5exC0gklZSR745MUtvXT9BWf4BFz+JOCdgSZU7QFU8F4+G3XEeSdnkFBaN3AjiwQ7jbiKSMlBiKoJvkBltl1AFSApo/n1B1ETAge+Csh8FRTBXwYGfIsDa6920jcWkIwU0Z+JODz7TqokdUYbvwd+XDpGZU3YQTkc205mdyGvpes35E4M0o5qgZv/VRem6nmddLcnQaj/mGJKNmw6pZrw1XtFIFfcXPTSYbsOazSB+AAz1yj7UYSAMzcvSoA8t0TGSXITiU5S6NXTtcgYVtsUlOCpdoPefupunGxO1xgLT4DZVqLppwkTQDqWQaeOvILz/xbSCYcWbR5i8zhTwpqGMwZ7OHsWzteOPajAkMiHI0SA4M/2fG3FKLKahDHGSKE+v1a2LMJwUhAdx1xeAB1VCDPoK9pEeAj04nniBDQ2IVXa/Nzk8dsn+cQhCeinvuYmdD4fUVFErP67bjNDGMAqLinMWLogf3kVFJpAEZbKf+ZNYGSKiYu30YZ9HlkEBGD2UVHQA8CS3JLmXFN6CNpO9YlVl5jyBhGDAU99QR1hnmWdPrBC4OtUR0lGBEDyN4Qggf4pCm35VYXO2imp/jneBJFJhGB5Et/0bqRDKS4XQfmyCAFTwLK3KnWMoH3wMSwn81UkE+GIIz27/zJGoMlFNQ0UFq0v8GSf+0vpdMIkBMhVG196C6GEMx5BCIEPougQD686xoBMrnX5ySenX1jR+mN1wnIjuf7HSeYlxCJnazIfSNmo+EaOZitpXGQ1jIb98Sa9ojffiQE/FPunigmZYNAqwA7ZOs2p68gniOJylOEqrkKr2cTUO5FCoiipHnYvgq9PwnmPEPNW/gVuom6M9M+pj3L7/iiMxL0OxLJfJUtVzlE3mZLrETjFQAZLSR38nlm1W35N5q/6YyfCpKScYTAowRpuM1uI7H3AA+Sn/xzDesXmjPougtKMkGyIQoFftOgRftHBe0cPxttncLW0YDdoqoakiEO/+zIhYvek4HI8oRg3PkhozbkDiHEli6+uUYWHTNypo6rqclTscXxT5HWXFH0V5K7Wjp69tm/m8YSpKKXuB6bZ0pDts5mFGrT2t6MS/5plJkA90XA2kYThWu3Z2fzrjic5S9Li9B+6/sq44C/Br/OEhQ1qiiJVaFkGUk/0Ws2q4jCqt+MB4xyG22IIYVz+Eyww74Jc0SMFGolRoU6vCtQBwVvFpFFpoQDyB81EPZTGknUgOowb14mbMP2W0/ds7vLnUcOTAh+pNDaVfsG6LvAT4n2Uztm2ihDVRkmhB4WqTY0En+TjhEj0VMkJlSeSQSSF7MAPea/+DXxR2kaEyEncDE+avBxhvZwZZxiDVPzCWin0foqAZqpq2pft8z7OiZZflG6xJnof4BkSTnkoRyEe+Q2UiDXK7hz0Z5p1xFPAfmm260Lb0dJVadFFTPc10RGt9EOeeLdSEh0xTZfj5Ekf3Xtqh5+0xyURCTEdTVtDntSaNhT7YVBgysvIH6jcLCEIh8SL888hcSjDggxkIzcxIcGSBLZ+UNqodajBIAQ+JMHd2PnyEA1+kxpIWDntDoA7n7/oCEQn+mAEKxnBxiB57lauQD+iPfQyYMrE5Ppe74MnL2fPgPZzdxCmM3T/I4/IshZJMqvA+q60mrTMEY+RWRYsNLnKD4BeyEK0020HxCBoY4IcpYw9RoMbtLSnjOtDOvmTvHnibFDEJVHaVqrJFuVTM60FJUrRl13kOrP0CknswZEkeolelkIBuTPPM4yhz0pNLWZ6H4j1dyT9UYjgOhMghkBGAKoJOIPqfFQkkklWqwKgcR3IuogFfD5PVsS4SmMhhA4nmLPgNaEz9bOpTE18nqoGxBEjMKt9y2YjlnJRKMh3rkDeuz2wCAfTThpAEwo0wQxmxIM0gWys0tjcvZTkah4Kh9HEmYDkw/bjBQMYtq0lXaaS2fV2Xs59ZvraELJJdOZBdGmc22z9foJ0KgG/QIO3fSomVEKzS2pBR90hxBnLUF3HdU1CLr8T0YLLk6jQSrjyGOePVg4/Ekh8V9qp4fImOslzJQSCOjdM4QckvNjRwza4V34sJ5KQzPbRIFa3/JJzOLHXnxXzybIOzKQ1kGLz44Q6E6j5hyBu++oWUeQhOk8MNs7Y8iDQY/s9L1hwY49exl32xCNRGn1afJ2OXAei7zJ+5x4AK+N19s0p/y6hHU5mxyMdmosoejD+Yh2IhFJ6C6jlOL808gkIZdvMdSoFORBF+WJ35R062kG6rcZctZvMIhfmcbxh9p08SBBdyoZfS3QB6gkqh8pGoUW0uwl6wsMBCZ1EYwWMHipO4ySjyBrxJpXw/3EPBPm8CcFAFoYBNhVs3ckERFHMzoQAkgk05KHriG478MC4/jgUqy+edupEgKBvwH5nM12VF1P8IRgLsDLeuq5av/OTd9ROzxPRzVAT+FNdtiftloC04AQPNmsMlIYwb2pcOOgOceO8jcrvpluHe21JyIxKIfyCcAj+0iDMXXAoE9p7MUhSoRosIy2wXpDJYHqYE48MzHkAdgHBaVcfQG5BE8Av7xrIQ4EwXoOABppEDEYsEVj6myUrA0Ussko3zcp6xvAsDOqALjwQZZicKMFmVYYqpLWFqBOmpdmG+sKHeCI2X00TAml1r48N1tP3ZkETx72YBrfeQS7OwmoBASyKyaLHSdNgJ7ezdZOJgL/3WQNk82ZBUgUjjyi9YYGDPk9IAT1FBJCUCcM/prX8hCBvSeEmpuZZqRHNNNi7m+zZgtEdM0KRTA7GVMjsbFyGbNveF7KHHYr54hf8+H60ib8rb6s+EjY6ONRGOtTKH9NPxQiMzqefRFeZEWRjSqPiZTGFn+aXUQp6fb2aBOMVWZLROIXySV43Bz+pCAmIahNGAVV/WHCPcV+B6K2lkwMvXAaOPiTA2mmEasIP41UnptvLWfT4G2HKhbGHxGJJ4YAXnznqf5JtpHRMYYsAgBiIovkdPx2Y4zAyIveFKgz0R1CdjDlMuYvt2Xc89e1N5WJJl9eSeA25v0YYnAioxEpQApQDWsetN06oDfncuxGDLMFVfuP6wOm3IJsR+VF4NxMQXMYgw1J7fyaJYexYWsYfSBFdCX9CUfC9BEXmlrIoys0ZligGSXINGO7fgB3C6qrfBlV+HR1kjuAd9D4cibtphIGjxbC7ylrI69/frRgtSZexGZwbkGlriFkl8GahoYYeqMBkFsw1TBFKFnKaNxnSx4deaORmQokQOptSc0ghhXT66254072xovLT0dslv/Jexcv/HSSAeESiT90Jv0nSyK43tgfl1GG3ZmTqv9MmUk1DXo9d0mLXoKHod8M3lL5NjJoWilrJy4zNshkJ/2l3jsEs4tIw3QKTqdsqMj8piPj1ymJuoZAcZUcDfGmsrNIIillUpudCMgw7SCz27Q5/EmhmN4X1ericrvjqAX5ZCpwGP4lOqgyohW4CulijsM/1mQMEeRsNRp9J3/Fr2pES5h7jhpyAAG9JMITggf0RmNzfhoCaJDSvnflj6K0kVuT74FN4piSMdF7TLKJ+NRNkMDl1cTrEMT4y4E727v8eYLQeFgB6uUlAOo5xqdF05HJLrX+DSNZAh1cnXuTxyLD5DHb9YUsAF3WAXKRu5S+LltGE/WVIdBwUd7wrASBCvBDLtwNqhkW4H37cpyntZrqTaqmWpNch13bAMeoO5LSQJBcHixbCUPb0jxzxJCClpYDdzVi35iqqZjhXM+fRMf+orj4kQhgsCsaUbOQXH6b3UfkZ+nnUMWvALx/hnlOUlhdf5nS6gA7mo4B+4N195ZRux2byiCwb3xNxd8zqqIxGMPZibBkCaGbmDAiqLqrsrMtl/CsgkuPi9qY5Mu2lVeLqB6Ish5ya+fdNT4m3/LQlKUgpPstIKZXYWh4Br0axhKII4aM+m1n0MIs6D4kgK68KOkq32nQbBc59TK+jqGsaNVwEYEIpSfHgDiF1SpL1DZFJuXJpyVK38yhwuFPCtHW08GBQHvkXALgzhdUYbJA5Of9TFxzNTDGSEcEZiFZtpwCtBVV5kaz8cdafzKX22W78wgiPyYK4wZKD+jX58X48e4zUHOMDDgeZtVe2Fkg3fEnoG+2c+R+3BuJ0JNX5M/kKYKeGcmQkUcn+JBVf0IWLTFEddO0c0eaZutpKUuen3GitI/yFJLzaL7ZoKQq5IKyjTXV9qjFkEuRFiKg/OrASS7WQznXoN+DlhzI2QFKYrdaKvkzMaimX7VBmOxEAO9lhk529GCCzDBHxEJzPVRWtX4D/M6t3jsCSwys+bu/6CxDaDr2RDVBBux1FgDqWoFMB/G3l3N9brR7IRsGGmqT7D9A8z4hNKA1B9Sz/Wvi90Gzkzz4bXzP3pPt0YKs7QO0k81Zj9iQGSOEnvcNJECrtl/OvTZofsNgq7JvJx5tw9Q+/RQmj4JJlr33qPjJ2X5SNleZdZqV460io2tdzIjeZaVpdYwLZNfMOCTGKWqZdF6qxSz5S0b51NSmFJD1tDn8SYFGAwr+4XZU9ovql97thVftCET81kNvqXHrGmnI/Iv6bK6tQHb2FvBbTZ/sQPYSrxCEHx1EaVPtNiAEH++oCUhgJcDZWIM3cetjH5y64UoSDq2ZKsRJDaPvNpKVoUiC/M+pn2Z0OFG3PKVp7BmQnUzffl0bT01bhiOG4m/JYerAr36+Nv4z8U2Y6oWVzvpqbjtw21NbxdNWbLuNlcMlE8cqfeWwJwVmX8O6YpL+F44MwmswVLZ1D6eSIq0gkxdqXLoPmkDYfCzHb001WhVgdx2hNvZG0yESQLYyUe0MkbB9D9DDDt4DAymfTQC7jBL8aGMyHGz+m3TO7PmzNeNNmDyRhsHTyKsjwI68Bv8BZEyUaQPk0ka4TZD0cJQYuNNItdnuzKPYEp+Oej0hNX2i+qv9w++808ybUYdMuXplLCw4MdHMAtn72Qd/A0Im/MneHwsqim50YacZLczsa4c9KQDQwmiad6L205CGO8VM/rNj52gBWsmI42I/TAaANuh2lxEU2M3aAgG/JQaxow7X2MH+mmmcyM51zm5H8CDCJOHBwnfkuaDeFJ+1UIcI5MNEU76/ASC/ZYYy2+SX/Hg3X4+bynMKiKF5iIue6ylMR6ftAG07znXtrLZXJgMKk3lEUNNRv11eZXr7cGoJwdUijhhqkN7IjhbXvTIq4gyxJPLXjigM+AfK7JQ5Ahaa3bM7kVz9JP0Ndw51p5mSPkdbUZkEIqJupn/4k5p+CggyekBttKBn+rqaDd/uSOJO154oHenQPa0uQmkGpAgsVjDdUD7e7jQFS+kA6D83Y/La6/UZ8S6m6qyNM4+I6Qeu6TBnGlycWTqAi0TrhbUlmPC6pdTHwUiaKF4jRvwNcaeMeo8S5BOeBQ+kfwDD9lXpy+Ub0VjAnldIRXxW8dVIcfoqkiJL9Jpq8YuFuSgvu8Asu1hnYNiNlABZ6/DV2cySdMyRQwohIncYNTrU5gkBmNx5pFqCb++gd6OVVHs7h+nIQbUXIQMnQzUlH9ZqOmYEEJLB4GgXlzn92fmlwA3+st0EACuADM8tLwVpiQWhX/jfILMy0G40nlyVm+wLnxEiSEwmPya9Sff7N94xgFCbBiYG9UjpSIRmgdQMK6PZqkrk4BQN3Y1UgHLgiWQ5o/xVokmmL+RlPbhmla7BX5a0JJaVtaw4O6Z4BLxTvayu2zREuSz5jL7/3Nu5ZcpcybqUw8yGeIRMHznIcruOzMIwa/vQD0/SKKD4Kd9OALS9mM4EOLsR8jBth4GTGjBPIZnFZvO9ZepY1NDtV9Uq+DdTTYY4IrnZpk3tXONswJ8Jioknt3YsI5qa4LSOmoiYttjMkfuNIAQxSs5RAVG9dsPSM/nN6EidQ+5RHFPl5qcV9ZfbTmAHVnIArxwJwPuvDCYOR+3erylESpqdgnLV7ZLbYIBXRMmte2eSkGOvXXkikof5nHBoSOEf/uEf8G/+zb/BiSeeiGOPPRYPfvCD8ad/+qfqnnPGa1/7Wpx66qk49thjcdZZZ+Ezn/mMkXHTTTfh/PPPx65du3DCCSfg+c9/Pr7+9a9vLEHBijyfTTAr9RoGNAoQkE9qn6OKhSMcMlGnanRYaaSdPt2AojZGC+Dmqm0zzIa1Dx38b9Q5TapndPLyO2ehK8u2U7f9lMlrtsmdfG7QeDHfSMCfZToEy+49s1V5aZpUh/iNfUD0JszwawBZ26X8kT3XuekzUZi2P6mMTIqYhOPFZkpuiso2wIDh117LX5VKOvdEQF5vWk4Gj0w8yVvI4+oVu+Wk8NWvfhWPfvSjcdRRR+H3f//38Rd/8Rf4xV/8RdztbndTP5deeine9ra34V3veheuv/56HHfccTj77LNx++23q5/zzz8fn/rUp3D11Vfj/e9/P6699lq86EUv2lCapMDV+FGCIwBfKfyXSyX5HQEAEYI3KXj0GobBYXfHEX1NzY4YbOP1Grw2ZAZ2r+FwKfmOQ+mx4V3nMqZDHr0RQRy6tYwcvFo2SnTfZOZOSdYK6uKGTZAxTwBjQdiLAfvBwo92NYDrTzFZ1H5mFSlAlKnR7afGPiATn71emxV8cfaZ3d2MhVFG3axFFgseZTh8C29x6JiU84yeuoJ55StfiQ9/+MP4n//zf4buOWecdtppePnLX45/9+/+HQBg7969OPnkk3H55Zfj2c9+Nv7yL/8SD3zgA/Gxj30MD3/4wwEAV111FZ7ylKfg7//+73HaaadNpmPfvn3YvXs3Hv9dr8TajmOHk41UUPIh7LyWFOQB6F1G0DuNUmXrRUJeG+z4m8uDf9TF60TtgUYVCtLaMKEEkJb1TxaLk1x2tw49yZzWsy6ODW7ZfrRc1hfcx3FkEZqHz40WZYhFZC5bYpB8SGeEfxZ/jkTg3cmkBCxlfBD4nWylJe3mqoVvUkK4M40e7JOyocbZBbE+mjTrCiaewI7BKUv0yf5mwI7uU5VX/DVbLvkdpX/LR+sXqZ4rSkn7PpL09+pH7k/Ka7av5zUB5mIv/X2BqskTBsind00xZ4sBTEy83Xzo49B+qxtHSn+Xw6p2XTGbg6xm2qz8Hly/HX/0Zz+PvXv3YteuXd063fKRwu/8zu/g4Q9/OP7Vv/pXOOmkk/DQhz4Uv/Zrv6bun/vc57Bnzx6cddZZard792488pGPxHXXXQcAuO6663DCCScoIQDAWWedhcVigeuvvz6Md//+/di3b5/5U0Pt0xzkSIEHYWE4jGMli/zUaaeAEFrpjd24NgLTeOywuAJlMu8M/CzXgX6XEAZHO1RHjbO+VLceaM8lBPG7YRDntGxW1mFuqI1MarVi3ygMkb9s65XbhhVmO5dvZ6xkUJBGGeE4vZIDNxLO2Z73cUliIG1H4A60YUcTbV5cPtzgrCm+1D6P35uW6i+NFsSuWfvcgNlyUvjbv/1b/Mqv/Arue9/74g/+4A/w4he/GD/+4z+O97znPQCAPXv2AABOPvlkE+7kk09Wtz179uCkk04y7jt27MDd73539ePNJZdcgt27d+vfPe95z8bP1Anj+FAIdAiXPeAnV4FeNnMNNRjVFsqvmT4CN17SGFAbZ/3kpgV+MySGuMdaQ0sIPq3cwV1TbuZvjWMM+uQ86eA69Dx8j3rmtmkN109VAkbLzThHbYHWfxrZgZxuPJQG45dIoFhZYLeE0CML+5VB6SuljwDl2phBBE8T2XNCbT6a/huWmzMdspi8YZndun5S/DzTbDkpLJdLfNd3fRfe+MY34qEPfShe9KIX4YUvfCHe9a53bXVUxrzqVa/C3r179e+LX/zi4NBsL6VDacae3YCGtUfUfVOBgK0wTySRNiFkIeDu/QEOpFE7hgJ/sdevU7UEkaghq0w392/8sHuEuU1jZwB3Hdwk3gerwGJAKiSEAMQ2ywEMKJqe8SR/w8ycuDeVPgegU6RKbS6KfgzzBw9RnfYEuDppPcbEU0yr3NTf6CqMIYy180QQvqN1Tz65YVbLVJPHF38y2WePsYbDhLMgqzePLSeFU089FQ984AON3QMe8AB84QtfAACccsopAIAbbrjB+LnhhhvU7ZRTTsGNN95o3A8ePIibbrpJ/Xizc+dO7Nq1y/wBUohtQXUswuHc6PpcIo+uIrYES5ppIIkqm0auoE6R646IhlAYACihngBsQsYSGXR2LjQGnTZ/mZ5j7SoggUMB1IdK7qbMRIKk7rcq3Q2pR3VWf+No74RCNMoEXFsLiCEKb0Yi3F4z2ZVRAzrKG6jfeRNMCcXX7oC6TwIrmM2ayoiZfUOzM1tOCo9+9KPx6U9/2tj99V//NU4//XQAwBlnnIFTTjkF11xzjbrv27cP119/Pc4880wAwJlnnombb74ZH//4x9XPBz/4QSyXSzzykY/cmoSOlBezcV3dR6z5j00dJar0gJd0f7RG2rpZ8W67qY/ea/ZKAJ1MGgCInvtW0+6zVCUAnapI5KlJ3laj94QsTmADON8AMys6pyRsuoh6k9qcppkRTJWXj2Km2EYb93nO2fWP8p8bRbdrDMWdZEalkOl/L0Ps2vhHeIlmHrK8j8xQ1HApxBp9XpEbtvxE80tf+lI86lGPwhvf+EY861nPwkc/+lH86q/+Kn71V391SGNKeMlLXoI3vOENuO9974szzjgDr3nNa3DaaafhGc94BoBhZPHkJz9Zp50OHDiAiy66CM9+9rNn7TyKTE5UOv4sgZmnkwIO7jeC9Z+FMPxwLpNs31g6jQfOOqpXs1bg3K2A3NFWuFVm9athXIeKh+YdFutEVVMY+OdRFseVvKfsCneLjTkdS8ZXhHfT8FufJCN8tvxc/Wt5rpq4DHNatnv6eCizqOi6wYwnafxjBTyV9uFbB6rEGfU9kULUmyko6UgdxyWARc2rJouIQvLqNX79HgNnw80kDElNVRjbp/rC5JDgSoZxJlG9sWeI27y2sOWk8N3f/d34b//tv+FVr3oVLr74Ypxxxhm47LLLcP7556ufn/zJn8Qtt9yCF73oRbj55pvxmMc8BldddRWOOeYY9XPFFVfgoosuwhOf+EQsFgucd955eNvb3rbJ1FFxChbqFdj24rsaIjUVAsDO4adBDt9FgvUaRuMroJqWxV63oZZtpxl166ksJi8zFuuZPsFZtqEWjTUtM7DOH89xi8lLAnvz8XJYQliWBDLxhDs+nJtYNsgQsJ+fhzZ+SstPXjYVYkRSzGSazg4IeJwxRMTtYiR8dyTlQHg0bF/vDGWYTh6xV0Accs1B4z+hRRaXDEW5HPsj1Jcd7XZrqkvPGBhl6jSRP1OnQiQoxGUQsS1eUQSp7FMhC90mnogXgPpJz6VVUvICwDLp19qGfp/KNtTizXWDtMxYrvmysFlLoli60cmw3TXrF+TUFBzIco/UUj7Nmap9wnBPU67FNHnjLSdxq88pfLMYOafwfQ97FXYcfazdm6yVSXuTo/3IdP4g635kagiJ7IDKN1SHdteRgLGQAZMAPZu9yEIYpdGsZ6T14eyA3hFPYJ90oRl1vzLqe7MrA+6eJKAlBLbnXzHhqCI3zzlyV8sMLBY2bQbAGwmt8X4Y6Ls4nK3fMf8svgvQbDyqr2j4ljRzpxAD5BTgBmkaIwUTvgYxaVLLXOW5dKRe2sLTuKQKsx9RmfU3WYAUsyjXRpvtmsWvP7tAMofzCQt6TqjnklLBAjnLJBhQ+v8iDYAvuLCoGAEwPtCMQ9imqzI49GkQPlQ7c1ZJsIAUx+rfnVkSDFhmrB+47c45p/DNZ2wjEkVQFcLUejOf4kTv1tRa8SynO68HWGhw/aCfZAdWYwCT/Yv3uxFwmpIxQ2bpmFMY1B195CgvUTzoANGI/6gixhI6Vm+NmZnubkQiw9nPjn/CzJnr93Hl5qEqDtFIsGkuXnlA265ZkQG7e6WmKhbNTqMgXV75ST49uVO0TRg4eZRXcaPgHKbbHKKyDm9hCESY6fAIbMjPDHP4k4IHCgVtvqYi2V8T1oYBbHln75fj8M/erIIXGTA7jlYVFgLARgAryNDswWagDXq3zeBoL64pb6uC7NS2ykNtNhP3pgmlk/fAbqjKGYkNyWOVJPUS5IjGty0eVHpwFzsEfnz6VknrXGzwfjiOFAGNs4q66czKP/xJATIqoDuN1FSG7Z5PYBlA6x+VKDLQVIYJF9I8eeS/bkY674GbHXD0NE9NXHHudfoRVWcu0Jihs+9xE/6njO80W6VN90zTlgITAE3rNhFepk3CNExlcsR9rDlMmjySp4gdNsNiElY65kTnyEHaTNvtjFTcaNTPLyQToH3U0QqLnVvGZpYC8Yigo3A2dyGRo7/Qc645IkjBm7DgE1WkEkPnM3h+VOBHFN74AcicPqLtuDTW8hNuwxuVYYfMsTa0GTVtde/dcD3g/GYyvl7Y3muSDFAMVMYtT2i6pOFmjmRGR19FE90qM0epmQL2CauYeKhvRBzAC7lk9FOeUbylzKMDa7w1PKHGHd5wHBnGFRDtRCOJgj05uZ1Wxq3a+9PNq3ahw58UDHgn/eWpI3MralQ5ZOGPnAPjbSCRh/ZbybUR1TtV+Pux1Y9+2UEadwET/kSgOazWLOT6hLr7jbrgNGHmBjHElGcUWpJA8yPYij0THsAbu2yTFQH8GNCHi/Ik38xTo8a5YeKe0Fo2VWTzwH3IVpCHyfrqNt6uf6vkUJ8JRWbjtZ5GljC5P4XE5JADeXB9fyobfmaC8YndWWE1kqMZkGSs5prD/8trQB0RmIJPbSX0pjCiqSVMNNNIawE3vGqfvL+MRjtpRgkGmNovrdVJLbGLgCrIge9A3MnGwmf3TvI2jjtCDN9IQxXRRE1lDEDTN1as4rfZ0M8y4MrPIUuOOvfMXn7IizDPT4sPxsFlV1VyfqRzZMqI7iN1nvmrbpnSlWCTmYP3KAuO+IctniSs0x+l7/qNYtOzjbK91GbDLCEkm011SK7NwIZZpQ0cGaRARsmBjStEMxwD2ovwfMBZfaJKaA6hMfiTfTJgX/9kxNGSSQ4aag5lG3d0wqqmFeSlkTeTELprFpMW02aDx/rb3hslI7t3tHnXjprI3YVjIGKQ66bNR1qENJviR2T0wHA0zhn+NmUk797agz2IOPyvI9ziZnhUySarnxo0lX+5FrPYM8bmgXB49k5G2TknI1e7hvhD1rl+08JM3aGt4sBNer1+v3nE+KJaxRz200eyf7kWTAVys1jM7SBZf+HvlHFKTHjNLmrjaoeisC1IpovUTVQRD7KOBIxTJYB4XYNbn5cTkMnI8D9vZoSwkYAbJYRepFpfUvaddPEIjeqpWXNggjVuebIs23QFxDonvNEixCKQ1Rs1zzW9NIbTVzl4HrGL8h2NYLv1Relj+U1/9NOrNS5z9iij+nXxhDen8qtgUHk2JnVfDBZlZ59pirzap/o3wxz2pCCGAZ+vyLZnEIKrLaSAXQU295XPKO/eXS3RaK8bzq8VFG3EAlcUkX9cAXmbeVPfyFeRNd/rITcMDt5upTWWTsXO8kv+WRXdSEHNCbLBeeaVzVQ7NNaOBHpFxC9jSs1UfD7eqMiFHMgqvMvI8bv6RfzcTUrxyDOFBrNEUDR7kei9AY/kkzZpDn9SUJBPhgwato0qI3gPt66Kp7nE4MmAG5XRSqpbo+T5cGHKnZUMY7vkQYE2A95jYXtlZArjG8UcHfSZit6A99yoZvo1osfCbDDt3mx6hDU2bWXdZiVtznZiLht/Er1XBtyvhoAuUdSZGnIYkwM7/TO1iUL8NzMT9MKzGMmGscppGk5Ug95Rw5rvxa8w+jv8SQFcR5F2P6Lxe3dtR67i4MNMmzoNBNfwhkbVfvuAflWDyUF4kFuufhpBmG68ViC9Tw1FexrhSJyHigdWkdvt0KUs/ZRdtKOml4bIaxPUNYhoCmpMu42FTptDOWJY2Uwy8ri1B/kcOtqAPCLwylrYh6K4q59wNIGmJq0hPGEw59mKOhoIMMtgVDIJ0dxvTx8V49myY4bC1kDhCEKcGjeWTe2vqxSTpqHXZwfz1n7LaNNYc5k6AjXc3vy3mQ7h5zbdh8R4klNLD3qHKP4wPb2keHD2dk6AlntuvVBdWxLPNsxoOj0hCcqwfS8vd6IJMbgH6o7sIggdLSvrYEbDobyozCge+JF8Nv74y2wSX0MGzsyaRvKzEM3ogH4NgRBmwfpZ1Rz+pCDGMWvL1KlxH7T5weeG+lhpe3wRniENeje8ReCSfGPlxeboV14M4NQGHR6uaRY+5+RthRIJCcF7+AaiGIMFAzToOSq/nqxgMdKAeeM3w9ab9+MimBqRRGGaNrCCWaVuR7WJDcRtxBIQ9+QarGdLVyiuiY/HC1NuCW1fVXIQNxOt628+fjYe8D0hAHa6SMPQ95hFfKD8bqT4jxxSkHqaYM6x8wphWKoUA/hB3ObTmGIf/NkRgZtqKuHDjpHb05fN7phGQ5oApMivB1BnWhE5jLpJ46EwPILjcmDQ9uXaJNJbZXvjbGRWyZMhixGZHMCndUqLXmVNYzKtMwPl1m2wGikz8zsjLYjKLFVA7lSnGYWXOJPvV0xKGs71u+zdq5s9YR1kJpq2zpFjk7VYDE1353D3USzSmyOEFJIvOcO6lpGJjdnfhPgavhjXsJpj8GGDzbbxRZqSIY9sGpxdSwiMj7PpfJ4EAusxcPGdkwmhH2jifTXnfhhfnj5dK4BmVC6bNU3dOPsIiHvEEPrv2E2maap+ZszNbsTMIbGxNaCuzFpuyXsfrdsZxMqEMO6zDToVgNcHXJFncm+nvVevlyOEFEoTcPNy+vU0x6Jc8OEugMh01hcibUU0/+6tJIG20I9egCACuSDizminlbkiWJOwKo7SFMWdyGF2210R2UItbYqoRmStNLWyCdNMY0VpbtTLlihWNTI/rXKDSlsFZ1xyhirfJIFMZs9pZ42iMiXQjeTL8zRu564/xuhmNiKYMvJrCdm7G+EOHdwupO4sR8cc/qTg0XQOI/MogQu0M9ybfQlWFB0BetX0xdV3dqAHSo3W4583aswC4AyBvfI1ZWQ1tvlpGYug5z+3dp48I8CN3reQEGZ92yrUVmHLUUcGEfG5fK2MxUGArowxBWRMc+cwkfCpctrEkChUpqx9vQcJVNZ9eUomGAFiD/z0bImgnc2Qd70gz8Vh31ck8GIOe1JgHGkus5u4GsAcJOGK2oyio40N2ni0zr1moo3TE0I2P3E8I/bhNM+MsFOm912KfoAV5a8axOWxRxK+t4dgMV0owynu6i8jD3blL/K/kuG68wTLaeyB11h8/utnwArlnV05jhkzjpwQGwB2EHU/TKBUGaepLwxUWW3/tBs+ohsC5iiLYddL7k8FAs2tp2Oj/2gEMsMc9qRgjerizVfTopV7F0yfN4SZoyAN0/hS1HlzEGZOXAQi4dUWvLg2J2NjGvPshVKJi3vcJqcUpuKKpmAmd/VQmKnOHS2O9oqJiWOjo49wZBDHNttsph6SS5Pnqkah8YrOmIna1IhSM9dEdRX2EbYvV2CYMEFaQhLystCZUnVJ60w3tYTRkSmW2+cUihmdg0Mt/TIc21RUjYaWbRJGNXIHPuW5+dqT4qgFoawyeq07QDbTcINwoazxzqyxjC5I+3jKfxvt3FECwrzNDN+MMHp5LaXu3MdGBnkrd1pF7c3vMvPVPgrCG2n/QbsNRVeFDLlzL1aoDGWbvxWT1v1MZ0dktM7HSprvy3o+YVSmC9NJa2jmTnfzFdtAO420gjn8SQGpnTYqv1yIjR0v1qhdKL72h8Y9oP3mvdcaJkDVNXbbMPNII406HltPDJV6xMkdfWpLYSNirLesahwKNlzYSVRls/nYk1tC2IjZ8NWBPQVgKs/dJhcoDnNM1L9C2W30K8W2Upvu1XPJ49RoPArnyWyKCJWUYrdITwNgZzBoulpPN8O6m64bfWFybBYkMEcAKQB8qrkSQaoM64nBE0GCrbyxAjZ1EQAMNaRkqL38l9mtyBG7KL7uzhSQ/RhINoHavPgpoTkjqm4cW6gpdw2nLwJM1qh9kPnMlDZ9bxClaSNG22GK65rl+5FTD4xWMaumO9K4p8wqn1adSs/YVm3pGAzW3nuYlLZvjSW3GVUYh0ZitTMYxVde2D9vx7Mfc6vryCAFILhSNrfu5h3g7WC+pqNRRmOf20bQ8MnkdjlxEPBvPcWf1Bwzzi8nKnuHjtnIZWejvrcIYLnndheLO8yY0AcOIFw03jJi2JChSmuUlqDBzhkxTS6qTQTvGYp/4LFUn6U8u2U51g4pnANOo+BNJq6GCWOVOEY0/Kgf2vhbMm5meagvCpb4i+2yC9zbhZQXCS3gTJsjhhRGTafQxr6lrGCf0TakYJjLn94cyCIb//XuFGo4nYVOs56wUS2ztyhoPc2U5d5X0e5WjWtSREyc4ehAwox09H5UuYjdmmEPy+utSUShbLq5XXTya4I7kAqVi17nIKdVlBJu2/NDzZTpLDP14V6bgP9GCdxnc3P99cXJ5Zdtf27Shg6e5E4Jc/l6Dzw9xCMMCqNxmdmReWabFKZM7ldm44/tA/cQiE3DJW3DyWtkhwuKQcNdiUBcZ+j5d3kJ58THwh4K44GpActeGoV4O2QiXoPFyq0ihJ48fvfbXSVMPNKkttEFMReoSyAziGWlSs1GIo8a5u1ac4ib3a/4yd6PDWb7Ev+xjE56cv0IT/2GOsmDm/JtyISUxG4+XRr51/vrtXufhpnEcPiTgq8tNmOFzd50ONcpVVf5DOzAjMp3DZdHDIkbKcVh4m0E2giHRttr4BRG5fqO58jCkwc/h51pBnCsii2hAJYVgeV4sG9GI8SQUkKa06vD/HTqaGb7X8l4kJpKTuMWEVmAqlGcvt6LdTxd6/qIUbACkKV+HX4rPWjy3fWDVUw827264O2RQmvCXQDBPFw8VHMmd9x9A+RpJa+RsBdpzD2tpYk499tEGJY6TNPgs0tT1OGieAZZYVsda6/dxsmdckLGpIl6rbeKyIu9jB88+0YaTsd0WoI2o+0hx162mhXGiEEBfAWmDqe5EFRztr/k0W7tDtq875s8HQTUk80ct29HkRtGRgU9chH7MYWWrKtsP22b3dM8ZjhiSKG7XbT6aG38QvJYmbp66915NPxRo80sulf51T7W+Pvhku9QxnsQbg4+ZDsFUE20ltDp0KHZ4KJtjwN6wD82NRbJ3LDJ/TR4P6tIHfMfVkyPZQ8V2c2Ry5PhkYi5FdTVWgIvEWHGJGqVtUipGB4SXF8ne0Rk0CM0MrN6Aa/bNYrszM0CHXPEkAIDVnTxlFnWTx2/wHjZpqCJdgG5PEdheqbXr0krmVf3gaBV8DilmCOlHN3oycTXjYfDrQpWTlPbILdUaUTCG1o0V0HT4DYjq9EOp/GzDTPLb7Oc0A0/UmAJwUaEDSSEteNuXE1DnJBV5E0kXwIl194SjS5yL2ked7JzYzzwo4YUKLcpUmfR9sXt6SNnAgQLK80DdHc+bzyqZljX+U0ujNmdNKIAzTJzFK3NgEJv+2A0UpiTnnEhM03J1CbylTcZvgrK9tlonPKcMfVp05RSTAAbGXH5MJskz/Hw84UPekNnRLe6OC9ZH0fX9kaCzvHK/b47CJAqZ7tZSn2ZR5jCK2+va6GrmR0r+v9nbTbSj8QtJAuWWVg/oyPKNfruF5nGlJstBfoIIaa0Wj/OTR1NWGQF3WNO+jYCAHPz7mcCcraaeOA+L/5cf7kojb0vr+JRtDr2t2r8GzGshXYb7oRJ0jkiKNws62C1dHnlbyrsqsmUNsb15ZNA7dAonjPz0ROfATsycSOIJu+MRyvW7+FPCr6gRgqmO+TL1PZ7cTjtX51YQ6GRQI0wSES0+yHy2PTDCeGj20wbNBx/D5KjBdWL5FAA3BaIbIhh1QRwncmz3zVmCMFPUWxiimoiaSK+WvQiYgTZiHH1vlGSicSKPNPJmETZ44Tpa23T+e8NjqW6U2uPHGj4K5gqdobS1jWrhT3sSaEZvkWs2gsjSt8Cdt6OGkACzKxAF5PHwLhJ5EiiDLE4xlC3wa7ZcbGKERCbCFebW0RCq0W5uv+xAF5l4+dI1AY6nEwBMRHIDiGzW4W1/2G6KC0SsFiMjLbmRF9B0mxXbQidSMeNRMI8rUIMXLatAw4J23kAlvcQ8Nmy8yyInoJn0QazCy4vGYFsdNtZyhmZWcITSRwsvjk59ChxDw9pLDEds+VrCuvr63jNa16DM844A8ceeyzufe974/Wvfz38QZzXvva1OPXUU3HsscfirLPOwmc+8xkj56abbsL555+PXbt24YQTTsDzn/98fP3rX9/q5FqTzM+4oXJO7j2qhLCtjvifE7Fpn6Mdc77M0G4V0GIiWgkPNqvyeyB0L7n1srnoCPRzBpZL5PV15IPryAcPDn/r6/XvID2vHyz+1oH1pSGUjaWlY2eUh1UCbzbyjYieaCxz1hc8UTQK1whozxggdL34ttVTDKfMRBuddYhWrdhhNWLeclL4hV/4BfzKr/wKfvmXfxl/+Zd/iV/4hV/ApZdeire//e3q59JLL8Xb3vY2vOtd78L111+P4447DmeffTZuv/129XP++efjU5/6FK6++mq8//3vx7XXXosXvehFW5rWOR+faO4UmSVZNJD6Q5QYVG6NZN5imBsdTI0uxtLIz818tzz2C6mlKJ+2uWZDE9objMuJmNEOrLGEaUB/uQ4sCeghgL+sv8sl8rKQw/rB6r/I2/pptolhsan2zWr2VKBzRHUOk1mRyaVrhuAk4Wb6s4kKH02wKSVjM/rYzGA6INhis+XTRx/5yEfw/d///Tj33HMBAN/+7d+O3/iN38BHP/pRAMMo4bLLLsOrX/1qfP/3fz8A4D/9p/+Ek08+GVdeeSWe/exn4y//8i9x1VVX4WMf+xge/vCHAwDe/va34ylPeQre/OY347TTTlshRRG4VbsMtN9onlQNJtxcTTdTnjLE89pFJv9NVOJI0w2rNKiVphW9hrWC8byy1fjGZgvk2y9KzxDm1gvy+hJYX0dmYBd/UVi+0oEOoyUkYDETSCXtcr37pknETX1shazm4skJYpoE78iDi2syqiAiUaqEeHiaLQf1IaMPnx7u0534U57AFiqyRkwqyeE89tp/Qokob6hmt3yk8KhHPQrXXHMN/vqv/xoA8Od//uf44z/+Y5xzzjkAgM997nPYs2cPzjrrLA2ze/duPPKRj8R1110HALjuuutwwgknKCEAwFlnnYXFYoHrr78+jHf//v3Yt2+f+YtMvOizCRAMTHMMnt0Cu9BkWsUoDbEeeptZzX44bSMYiRvTANeIiMpwZRV8NbPRYfqG43OEsFwC6wcrIcyZBvL+ZKSx7kYYq4wYJovYNUgZwbDzlpfh3LSvRoSbT8ZIWw6dZuaj523OQUkvJiiPlapHiW6VQNVs+Ujhla98Jfbt24f73//+WFtbw/r6On7u534O559/PgBgz549AICTTz7ZhDv55JPVbc+ePTjppJNsQnfswN3vfnf1480ll1yC173udYFLvzgFvA8FplhiiIejPX6qYBcBw1gP9vZFlZh1OrQ3To6mliRUdv42Q65bWQvzUG70CmzeNdQGHAD84LolhA0ldQiXl+tF6V2ro8GJqZxM218zRnZQeQ1aNMy0yRHCZPBI5fVeSv7TyM1O3R1GG0y7KVtOII8O3OhD05pmDlCr3BR1i5WLPqGZW/ajBpTkcwLHdgN2zJaPFP6f/+f/wRVXXIH3ve99+LM/+zO85z3vwZvf/Ga85z3v2eqojHnVq16FvXv36t8Xv/jFeQE3TqgaXv64zvyIJI3FM3c6KGpZZivkdHJbTzkOO3VzZThsPcRa36xEBD0w8DZ2I2kcFWnvy2HaaNOEwGa5BNaXw3TUcjk/3EaijkZYPG0y14RAXQTzzis3UOmuXY2OsHyC2b+PwIedp0QlY82deSpdrfEzAnMPzm2U9vgLbWS5oba55SOFV7ziFXjlK1+JZz/72QCABz/4wfj85z+PSy65BBdccAFOOeUUAMANN9yAU089VcPdcMMNeMhDHgIAOOWUU3DjjTcauQcPHsRNN92k4b3ZuXMndu7cOZG6jITg9qAea4siNjKdGdrHUTu3rEQyOWIQw/OWXbDmTjgC6FF/imTxL9mHwbZ8gXTEmLiye/TvWxtvXhbgzsutyXPRXHNeIsnXnVbdGooyWujCiNOIASvfO8+JWkcbYx561i0xhIMX3RYqDkG5ROkdHekF/jldvdHhyCFHnnUwunmYNuhO18bvWFJdALbXqeUtaI5bPlK49dZbsVhYsWtra1gW7eeMM87AKaecgmuuuUbd9+3bh+uvvx5nnnkmAODMM8/EzTffjI9//OPq54Mf/CCWyyUe+chHbjxxvUKb1fdy65U1AX2vYD8pjoQlP8/bT0L7HrLcKoJWCJs7fSrDlW9j8c/PeHACSpaWW7C46wyPQpYy+lgtjllXa8cBv8EjPGysL06t1fTkbnXeTL/LNm4C50bhW6FKZye55dZNmy0fKTztaU/Dz/3cz+Fe97oXHvSgB+F//a//hbe85S34kR/5EQDD3O1LXvISvOENb8B973tfnHHGGXjNa16D0047Dc94xjMAAA94wAPw5Cc/GS984Qvxrne9CwcOHMBFF12EZz/72SvuPOoYt7Ngsp7GRgxzTbBZodE2JLIZw9XUWNow9XbUjvoB56aH1TCh/VY3VVrCnTYjIjZq+GARx2M6Rurne35E5W9B8ZLbBgB7fsx0s+1cjZ3DrhbgG08GI2nYdFJUm+9kTKpsVBWOOuqY15FRi2+npNo3h2FZ5pg+1Wt2W9gkt5wU3v72t+M1r3kN/u2//be48cYbcdppp+FHf/RH8drXvlb9/ORP/iRuueUWvOhFL8LNN9+MxzzmMbjqqqtwzDHHqJ8rrrgCF110EZ74xCdisVjgvPPOw9ve9ratTm4xM5ujFHq3sickudH76LP4n6NwR+7RKKKZBhqROWU8+G5EVlSecWQ2gq1o/GPrb7mfqEP+bQUt0w3Es1GQPyTk4Bt7JxIzSkmjXtVsYGqNYxgv2V46NxCf9t2a3tRpxmZteIbo2Zf7JVqgnjtKyXf2F0QOkdm3bx92796Nxz7mNVg7+ljktaTnEXIC8lp5XiQs9Vn+6jsAPeSm4UXToFo0N5wuM9Ky2qVl+XTfOpDWxS0P78s8/K2Xv+UwhZCkMYnbcjnIl6mFXP36rZLJ24kRGd21guUgzxvehglRkMq4RhZFG1JqVHh2JD+i+QfAL/YJdRRjHHsjGzdKkjxRFOO3oRY3d6YAAPLBg8Ouo7yFi8xiyl75tFhD2rEGrK0NV2HMDj4CJ6nI9wsH+lH4ZD1vmiSi9YseKRTALPE2d1HJs/6S/Oa8AOWH/yhcTmk4EwLyJ30+LQZ/i4S8tlBZ8ixh8yINmLJIyGvFzyJhuSMBgiMphZiSF1DMQTKteUgSdR2dUcjAYn1olyljwJD1bDFmidL/ixsALKH4sr7/Nlz7kddj79692LVrV7fmDvurszOkckoFUSPMaajQvEA7ClzUPzGJaiqvYSi95MKsUQPQYWTCUhtPFI8bSjLQBYdk8o5FvTdH+po27kWVx2EXCVhbVH8+nMTtO5PrnCmyB+UroZUdhnGAdNQakLg5ZivXFA7LL/ZMQmNAUeomITngaaPuTxMdAj3KpbnV1YI4Hc7aLcKd4FoPBNrsNsYGk6NWagQqyslMGO59Ys6QMzmM3T69hhg6ba9rWTVlHQRy+5Hm796jvKYxRYBAvtkNxAOmXLxmDKBt5MM0cVaEounrNiXJunF+RqqWzeF/Id6ORWF0W+nC8EsiCyEOHU2IlmAaDgZNoPwKzbNiKiORtD6wey7snpGwXANSykjLYR/UYpmQUx5GLiVsWgJYpjJiKG5pUSNZShpE7VjWkQWgWoudQipahlzpaEYXJayQiWjl0hEXi65WnNbW0I48EpAylUk0YnCde31p/flTql3tVeRkk8+mu5gK4mjSAMAmiYnKKIoTlri3wjRKgCPRDDRbc6i4u4MylpmBofEw+jqAFlkuquqvB4gThEImy3SKSYZVPvS3R9xVGnRzvhadR0GKiMtiwXEFxahnSICE5dCnqI8k2TlcRgQQbb2sa5ibEnzal0MZJCBcKqs3K9drcfTG5VzxJ0m3SUWBpf6Sygh5GN1AMWbKHPakoJrIMgGLofQUH5YEKVKgmfqDtDfSMBJKI+loAXU4hzKNQxpBGe7J1FLStFUZPFeo7qqhFXl8pQJPNZm/6h/o+KHyMZnR/HSmmxQ8rH02MjwAe+DNfTdjOg6GAFCBfEyL3yyGa3kmDOC6xcbzAc+dsyrdpGvknTizBpe68URLnpqoJgovZ0LVwK+2mRbkG/7xcjlA49ETJ72E02nkKSRVQuiEqvEHo+aVvsoIOP9FCVzUasiwnJWKP1mWlvAhNwvuCL6s1/6Xctm8MLPJHvbTR6b0JvBlVDNkv522ZnRgYvhectR3cm7UZ8OGnbTFOrDneJwwI7hNggK5BuvIC4C3scneUhiP3rP3FBVqQlcDNYUtzz1tdbxSZ31Lgct50+zSTUn9i6bbohDkR3ceeYWlAWpGFx9/FNU8DbOZwuuNeqJqmhp1Ta2X+JcNLkTH06J0tsnnS35KX838Ppbejp9MbpkCVHJiP0EdCjEoNqDthxPmsCcF3SvMGOm049Hm48pxg02tBt6UAMCSXKAuBJiVGlBwHkJU7/htkjPV0PIMPxgplwi8xMl1TrVz2uOcvjBVL3pQbda1eRs2qSGDCb9ADOLslpwnBRNHOqPRrtJwXR14bgvzFyHkFFEgyMcmKjtoTiae5KQnDOuSPdFBf9dpaec/++eOvHBbvI8nd/zNrMPDnhQAVOWFwLGWI2vHq8mb467TSWLfxNVq74PfeAjOI4Pk3Mb9S/wUX7NOEI04OExLSHFR5PZxSlvplulMUmGzwvx2G39uy6UcKBtOMpPbpgmezOii/IRpiqekMSyHHvKtHMk8/4a4x+Lcqs63ihnXGPJYeg1YD1NJkylL9qHr3+k0ISGtahrFsG8O/zUFMdJJMmqhF7DmCYwNrR2ykG78G3Qbi2eyoqe0/CnvGygMH0TTLAU/VlhBBldR/DaU3GjURCS4zPqNBPNFtTC9mzMpLYBF+SrbRqc/4JLkOWBDYlcl5dUj4m65OTMlZYVYeFQjBOu5LRqljUXT48jeCCCj38yc7mU4Z4XBvjdHzEjBTCE5Nzg3c+YgAA1Tf37kSsqHHSo6OSNANlmHowrOJkDKN0wGyDCqiZa6gtOmzUZlm9EbAb5ceidfSeOrrQ+F0e2yCzv1s7WRHAqhrVEloDcq3MIy7IkajWIq/g4pR9M7G43FF0/03IGMqXh0dDGditAc/qQwp0yYEOaG79hv6YzCWNp7swKNCaZ+DpXhaSo1wYRnHHjEbSTImMip4H46TP7KpzVRPqkJPqi21QfWAPD5Dx0lzJgCyzlj/OzpRoegmzUjZeQUJ+s2oiGZ0Rncc0c5aeRN5LM7gE39eg8UJ5lKCrFkbHTfLZf6ZzFheEnenkZqzW7GGebwJwU2kSbMTiN45aYDrQw3jJtMQ2+o6OTnSDMJ3GNB7r05OIagf22S0vzhn0Nt5sTTSY9OGzVksKzfWF6uT5PAZqZ5JHxaAIu14czHgg4YriQmzOQ0gUU7WA61Ge1skV8ypj4iouCAybzmpo2nNkg3HeOFpBtaCCh0naFXxqPxeYs8PtPREbcRqj9i1hTCwgnwc3RWht2jPpioYXjmTsnRdiCnKCRJ/AcdOiMNB9DMWLar4qDZnJzSoPk2wQItSjdN94ZFlEaTDidLCyWNpHdM6xszHe3PWFPZM56Y6aJl/bTmKldYqEa/gRFEIYS0ttgQIXS30s4lFANWUwi1kXrpTMEE6ZvcFhwdbkPqJ7s3QJUDa3OJkPp89ju69I8IIMPGrWTE9qm/i0jiEhzwbXhsdOzshjN9DndmmCOGFOaaqebfdR8L2KtAAcum0oow17hquJgwQvDjhClHkPy57aXHC+qUI0t6mOqFWzwl05hagGbBeJmBXEYIyxXXDdJCO127O3jG6GKxQFoUQlibTwjTACppmBTVhokcEiDf/J0tbLMjqK7oQJMLHttw3t11rDGt3oQdXnIUb4cHgUD/Yp3OKYZTxTz+CYuxdjcuV8yRTQpNR57hf6TiZ5lem9bfALD12WkLkezJftubuJwwczEhIqwMasmHGvyDaBJcmgohrK8Po4O84lfUdP5/odceJNmppAe4gtEDrRWklIC1BdJiNUJY2WxaZO7NUx560xwkm0pHBOipAH5n1DJmMUoOzk9X80999xETJm1O00THX5rf844YUlBcMBr3BoWtGjaq0CB8Tqnet7JKFL0Gk0hOxAW9WZyVcNsF8PF8IzhgcpRWiVS+mjZMFR1c/ZOaTAhrg6Yv8eTFsl6YlsvHckitky2nQCpbT+ViQ2wdIXits+c2z6GYVStx7uhwxMwdDc0T1vevZZ/Gy25OHKEZ6cmR9aqzDT2Tsz2jtII5YkiB60ZHw8U+pYysF5AUzUiUcl9xpASOKRbDh8jbKRo/+xM2lzQxROyZTH9NyhrVuSOE3VZIRG9KS8QJOB8qY5JdIpROAQwavHwHebk+jBL02u+ZowNAp3z011yotqadMOcl0oLIRkYIvLvoUI0OgACXNzvE3UD8zbc1UduBz7f3mgM/W5q+OfJpjofLc6ooO4qnuftoTOsL+3CO7TtdTtzSiL+eOXJIoQfuWyXPuwUzKDo9i7JYnMplVynoEz4KbkxNHOXF+5lKX8gNc8kj8CIZCc0hIgTP8EGcORcyWCcy2MjoIC2AtTUzbRROceRcCcK7SSNInfCTaVnNuwaK7vTZEszttZGqXM0zEYF44I467SodOYWP4aidRw5UVmYQ7GXMGGlk/+L3f3aaZCROoxwdMUx5aM2RQwrFRE24O2IbG3L6Z+kDuY4GxF1u9jVrEgTuYbNW4AhYIJKlmjo15vKek8yoJrLvmREi6IwGxqlDhj1MGN63sOUmiMMnQgYLy7KjaH19IIa84gE0PWW8Vqd8jJafbRUZ4AkaUHjv0ArJmQyXzI9pD00a4PxuKEHDf9GZgC6S9Ry8VZPw4Jny281H1MOYlB0BmPegPqlsM6A7j+TZkokvB7pdtVcMpLAp6HearOZsZHBvrtqZYQ5/UugoMbEavkn5QVxKEA3IU9S6v7/V0nNKBYvlQyTJbFdzX3sdQejIIdUWNTabFHZ6m0frv2M5CvxhwHnGZE3YICMLGRyUqaI8f4SgawdrZXTARFDdzXQIA4p2Upo+2ggZpIEI5n8gkRt3iq1WavvsHrSfbruKQB4dQphIxqxpNg/eHdbryMrsLXn7+tXGYXTPfqVdQOUyQTSKJSXND/RNvEwIU2ZW1xnp484c/qQAYLUh5oTpKS8ZTeUoIeTaOHTrf6puTfuN7H2cOlJItQWthKcJ7fZVJ799GU3O3Gi3fCYpA3UdIZcrKtaRDxwo00Wkas06iFbm/tfoQJmkHa4iw2kgp3lm7z7fTI8M2hBNGkLWjl9Dcb0piCmFYiKF2b1bTzPybby4DtOQXxQ26My9abZIVkAiRjFIrh10eCp8nzDNRZtbaI4IUpCPjU2C7aSg6fJnItAIKd7qXkGZRxNy6jKVve88DdWd7uf4mnlsxImeAv5uuCCOceEzzCZatRACkQHW15EPyM4iWkyeOuwli8FrspC8Vu4j8sDvy2oCfea0t1naXiectgMHikpgudptkW5kTdB2ZpohmZvokJtxT+6lB+AAdITgA/owQdjuZzS9Pyduw2aTJHFEkEI1xAylplKxjw6jNLuPCq7MKnPqrIaHUh0lmMFFaUxJNPiIAHgOm9wHOaT5q8OK4MzrEirZ5iUyjVPX/5SQFVszk8FyHTg4XGCHg51TyeHuqJLXxaJsGR1OGCOlul10s2rdRoy0BU1mEKemLbdg5BtdL5IpszJJTcvc6oFiidj+0mt2TmPBAJSTyzJlFI8cIlAHUHHE4UQ4lUT+wlJbtaAihXAD5vAnhW5HAXT7aVQrGxxRMJz2FMt+EgnYQ00l+JqbjDrCed1MrXflFuZkYcYIwadrQuw8h8CbEOMA+vngQb28Tg6jzZJZKmjYTbSmI4RDvl00Mj6pc9rfKJHmYNpqI/nZCIQf4nKbGJgBWK3/9vq+EkZEyNbOgH6kQwiBq4LXRtm3mFamNAp5zz7YXG32SCAFBAw91mCaHQYjhsqZlfgxHgrTh9pmVG5OZkop8YIlcrHjIY1LGFvwqy5qyLBn5rSR8WPDhUH8zhzjuUNis1otEcKynETWC+zczqIxcX6bqScESZJJ4SoLvhs0boQw5TdGmVXC88NogXXcCeimG87MdE35S212uQMZQk+xf4gfv3DM8gajuXI7iTKqTskjFMVjPzrgEUYK3Bsgn2sGhbGmQipkY231iCAFbRRz2iQdXlPM9dNLRSQ3pv4QsGjsRlvIdQppUU4x04KxLkInTYr+N5xrCMjAsEo2P0MyymG6BosJVPzCi4obmXYpaU+A7pDqN8UO+PDqexQ6GB0gL/U7B/nAgeFg2pShtYHhmokdwehgHJSjaZyca5345xqwys0dslxpUZkByp8HMG2B7LT9tXG3KMhpl8bI9i7CsetXTPwjFDS6hdf7IWE9RS7R9k+VJSSRjD+xs9PIFTeyFgFhichbUP6CP79N1byb9Jae57ph1C8aRVLTy/Xgws1sXoc/KWQg5XJiGTAF0wWwDB1+mfKdiqrUSc9N2qJuN5NGs4DZCFQg1pCDaSCeDNxMT+jmGxdr+7MWjycMyUqZ9ZaIUFxaIkblYHy19XJZ1wxky+nYLa5sFvU20nrFxDQRTBkmCkMaXNwkP5Fm14SZjqwD6vziCYHCRFF5hNFzJX4eheIIk5zax2AgqtN2c4bRJr6I6DZQbw6kYz9BGQYyhmmjljyUkIqxZCJ2sG2fo6AqaJLo7aSMmyvFnaeZXfywJ4Xoy2lSP70yUjeusIa9CUuTDSxsnwHaiVTEENCLXi0g0fTt6KSuaigdzaHJ3IyWEI4exM1pjCPkkby/DjCg0Sy5cMlOXvWjN+vD+sFyvd506tPZ0TbTYoG0YwcgpODBW1b+NzKd1jEe/L3cUXdKu2mIXQx0wNk8jwYmM5IekZk5SUQcgvIGrEfAaCU8n/IcENKUmNRX+sIkK/Cn8lfDDUUyvDTfa2Y/2vetTC1T+YuS6xUl56bV4Y0qufMa8mFPClzQZudQp/DqVEXSQh5G58ODKuqurzaGwaQHLE4JM/efd4HatZipep41CpjRWKbiSsN8eztS6gT0VpJGLf9SBmWaaFg3WLfbTH3YkBDK9dQ71oAdO+x9RVFS4ctrE6wwYmTkMDpC0faRxtsayJ+Gi8qiFzi3HnLgPlkMQfjNFl2UZt8VGm1qJbZpiML+JS3LlbIiRLAiDyuwG4KoeBDNRCTfvxnkNlD+Rwwp1CmkjFTA3RY+zQXDAb8Hd6eUmMvtemTjTU+L7szfy/x0Ej9d3OoQygoav0nLCtNKUnqRljSrcSoRlHjLCGHYXUTbTNl/NzG0iLxjrd5Z1IBlMDLYSiLYjKis/2GaETwgk9Y+Gd7H5RyaChWSSNToo/jjaEa5yQO0uuU+mTfJY7+dMDkDqffhyRom1HHGFEF+LdjRLCaDFFTJM2n6JuVFyzffjXfvcG4AP1dCn0uVhz8pOFNBvNRWmf/RA25Bq9VukB2ezhnRlmiaIwQcnBtaiSBjXh9QAQ07UUTdYJ4sxvzPQLc0d3cOM61Y1ZGBHkLTbaZu3WBs4RsYRgdCBjt2lCsqOmcOIo2Y/TUV1Ym/Y5IB5hXNrD3NQWP1cc5qSHPy5NuAEMacPDrSGBsBGItk3ZoRURB2pQXrMOKhLc9ZV4iSXMzohXnlNRxJMMhHSp5REIPwJKfdmjptjixS4MZIz9EhtQZYpQZEOwoqU4Gc2LrEgDrphwrGIieTve5Ucn7UX6L7kKSdZiKfDngnuhgvGkmoStMknvyV/7ZyWybLWtJNpgcPlk9j0mjFj3aa9JUL63bsQNpRdhYxGUQYa3ZfeUfERGJ6/haOKEKAj+Ivdr20peh5VgKK6eWpaTjz5HtsD7MzR8PqBm5lJJhF325Y2pFmPrfp0y76AC0qh+TUTWPHRATZ68KzAD6vtH4QmcOfFLz67ypBy5/ZmfGBgMSsSWDCno02KItBxp0bHlB3HSV5HwJ6Nzu1VSwae58YGvL4X/aneV9FM55qt6T5uEaeDxxAPlAWkpszB25EYyKVqaJhMTnt2GF2FjX5MdzH2kGHGHoZlYdmcVpIdlqMDbOKf5OIaucJsBcP51MbFPp13ZSNK9swfSPxr2J6W06juEx9d0ggOTduF4F9BtpFZSIdvvXU3IDq31G7aSbr0cvvxvi5GUF07KdkOXP4kwJqwfMeOJ3va6YPYvIwdrnj7v2a17LXpLQEnk4aBgAV0BMBtBJCoyVLh0Yd5ui+1sSZNokx08DeRIhuABS+wAIZtCXVLB6zKYBZpoqQh89Y5jvuiLeYNnESiANlqmiHvcAu2roZiGjSN7kbwYVlcDajv6Aw1S8RRgTuoybFYRjQRgFZmb4rvnXyGog3gaYl6WTO7YTupnUyQAT8I4HGvHaJIWm5Ze+eoKOLjGafoxreV7hh/Z26OwtpFplB/kzg+TEfEaQgDbMuHmdb8a7hegLpTTuNEoP0/USiTCMs2xGZINhPaXBDexRVgshC3NzWT5sk35G5l0b2gZO3a4I6wuoKkQSWv2XWaSL9RObB9Rpu6uxBoi+gHbVjWD+Qz13OAT9Oq78t1kynUdpHRLiHpr5qXJG/qfT5tLGzR9yVoLc13Wx2RpE9k9zvZLy5zdsoilOyGiCnqqPpISMmFbAOiCHTsw3TyUyiP9RRRPeQmoQpWB3tfWDwN583z0QxXCW5OV7byJxresvvXXPttdfiaU97Gk477TSklHDllVfauHPGa1/7Wpx66qk49thjcdZZZ+Ezn/mM8XPTTTfh/PPPx65du3DCCSfg+c9/Pr7+9a8bP//7f/9vfO/3fi+OOeYY3POe98Sll166alIBTLRJ2sXTW9FPvmKKzOg79J7FQ21UGqQ2mKBTd9p+mIUIiExCEQDHmPTIE4ef0ctDgHJkcOAAlnfcgXzHgeHvwMHqp7eQzISwYw3p6KOGvx07AL3RlEYJicJF0wbwfpyDCbNKvll2x32WSIo7THuycqa06yz/mWFKLfPMbk1AF4acNqz+dsysUcIq8uiBt5emaqe3BzUL0ojfI9LrEUeiIkquuMS7xxM/yPTlna2bjTUjwrC5ZmVSuOWWW/Cd3/mdeMc73hG6X3rppXjb296Gd73rXbj++utx3HHH4eyzz8btt9+ufs4//3x86lOfwtVXX433v//9uPbaa/GiF71I3fft24cnPelJOP300/Hxj38cb3rTm/CzP/uz+NVf/dVVkzsYLsSmAGGHYDIDwGxtCpWIxIXhOObUQ/MFJiIMXvTKClw+4WjtVjGdBtyXuYHIBIiWGVgv9xTdcWCYKjpwYLjVNNMHcMbSmdIwVXTUDqSjjgrWD2aCSQ/kx8IrIfpKi/x5mQGgjycQDGCxFw9eE/LFf9E2a1oZlUZabTQYjJ63zEzlJ/CiZRJ0FE/4/rFTbwzmFtCTCdvdaRSUU7fEGwDPxpPZq4KCW5ESq/43xtYrTx+dc845OOecc0K3nDMuu+wyvPrVr8b3f//3AwD+03/6Tzj55JNx5ZVX4tnPfjb+8i//EldddRU+9rGP4eEPfzgA4O1vfzue8pSn4M1vfjNOO+00XHHFFbjjjjvwH//jf8TRRx+NBz3oQfjEJz6Bt7zlLYY8NmXsPEstWJljStAhrfSlJjzQVnp2v1EY8WsAP+uvtusFgPUqOIP6PieKO0LKNWpRh8z0iOxCSgQO9NwId4bjMntzmVidWrMs30g+eHAYEaxHl9d1RgdiyvcN0o4dwI61zs6iFdApgepZ0ipxRqzOwFJKeFaj8FpIAEiNIj5GOA5ZJvOcXDwZtrw2AByrkBEHmSK5yE/PnsvBuMn1Eh2Fh+X6EbRUaaqf2TS7ksTNEZJMQ+m0EVhesoSSajX40jfNy+eAyZz9iD214Sact5swK48UxsznPvc57NmzB2eddZba7d69G4985CNx3XXXAQCuu+46nHDCCUoIAHDWWWdhsVjg+uuvVz+PfexjcfTRR6ufs88+G5/+9Kfx1a9+NYx7//792Ldvn/kzhku8h3fM1H6YtuowmTqiNobSoMx85wJtjckQVxqkNMJIG9ahL4U1Uw6g5xq23a7n0j6qdY2xnbTPrFNFOHBwGBnccQA4eCBeTB4Bg2Eh+ajOdFGbt9mGCZZHDywv1PK9P/pDcuXHYagujZ0L36TTy2b7OIiR25Nl5iC6glx5ULq7BZ7of2tX4/Lp4Xg6bYFFmXRUY66vZtCnPFit3i0gm/5W//Rai+J3II1ix33YF03yJEEyuVgiWGpGZ8mOBrx7D6NW5P0tJYU9e/YAAE4++WRjf/LJJ6vbnj17cNJJJxn3HTt24O53v7vxE8ngOLy55JJLsHv3bv275z3vOTh47PHvXhC3o8B9cn7O9zcBYSc0k73fxmYarmnANLXUdFT0gVE7UC/Nnc44lc/IKBnUqaLl/v3DlJGMEMSfXz9wAJsWa8M00c6dWOw8Gumoo4C1xebJYE6eGNgjkA8xMbmypgpVkJL3CPyjNDmQGvXMYShACBasXVIaRxPVA+e+ncHvMI38HvjpRN3ExeE90fg8+HZT/BiQFjsJvuA4krkZtS4q13iENExTiEwwuExkb+874t9sRCfv1wdagRi2lBTuTPOqV70Ke/fu1b8vfvGL1oMv3JwN4+r8W3b+CbT8YnO0PsEeRutBG5I8Jzv8dGBgRhcBcbSnL+Uvte+j4L8KMVi/Oefhe8jrZWSwfz/y7fvL2sF6vd56cltrOZG882gsdu5EOvooYAdtNe0C2FaYDghy2Y0Skq8HRxS9dIsfkbsofz2gHmt4xjHbP1P0bhgcVUuD6AELGNKKyG5uZQUkkMiiN6LqyW+UpkDZapCV+lKp80yjCbOzCBb4zY4jkQX6dVk0hrEkF4pqiMFhkf8D6lSSmTbK1W2G2dItqaeccgoA4IYbbsCpp56q9jfccAMe8pCHqJ8bb7zRhDt48CBuuukmDX/KKafghhtuMH7kXfx4s3PnTuzcubN1KNrocI1FrcBUnAZ318lEeaLfBGpQYu/9Am1jY5nymEDbVMsLdyr5dnOq8abSMJvd0IkF2nhq4hOiMwvjJpje8XOaqu1juJdI1g7KIjLW1+vIoGd4miilAfgXZTF5bW0YGXiNciuMz4/a63/VYuLgHICJDkfEwD2ffvpAT/bc7iZNDwh4hMDWNGJYab6B/c4g65UJwgE7O68ySlRlIoHbXHZkIyDfbCc1U1xDAmTqyIwSptIzVocG3NEfJRg/cV01i9AsY8Js6UjhjDPOwCmnnIJrrrlG7fbt24frr78eZ555JgDgzDPPxM0334yPf/zj6ueDH/wglsslHvnIR6qfa6+9FgcOHFA/V199Ne53v/vhbne728rpqqxKHUKGYBnBHJ0HP/ssLB7WrauAph4okB0ZkHvyYrzG4xt1P46uMdMLmezmCCHAyVm/cYA7Dgyjg/131PMH5C+cKtL8pWGq6Oijh6kiueY68c6iLSKEWXlcwb8CVEIfrLydA6lZdTYnjTkub++na78KIZREdfKg0jZ65QKToeGeXjvtsoeza0k+6qf8vWWgHQVg0epgZs0wiL5Xhdz9IyAX+yZ8LWQbntwGu/l1sDIpfP3rX8cnPvEJfOITnwAwLC5/4hOfwBe+8AWklPCSl7wEb3jDG/A7v/M7+OQnP4kf+qEfwmmnnYZnPOMZAIAHPOABePKTn4wXvvCF+OhHP4oPf/jDuOiii/DsZz8bp512GgDgOc95Do4++mg8//nPx6c+9Sn85//8n/HWt74VL3vZy1ZNrtFoteC7zJkrQ1OBMut2F3l8nN4o2JMmwm4c3IBLMi2mGbaym3RQ8D0uQYssduFic3K/kR2VaV5fDovH+/djefv+9lRydF+RiW+hJ5LT0UeXqSL57sEKmuCqJtKWe8YDfugHVGcUBkADmB5cPFlser1kA8DetZ9IwFRxAKuTuZ9y824+4lLe3Wuqm3IWQnbuJEvdXb3Jmp75uA7QTB3lsbrr4Qcrnd5vju4tK0TAmNSMIrLazd2iuvL00Z/+6Z/i8Y9/vL4LUF9wwQW4/PLL8ZM/+ZO45ZZb8KIXvQg333wzHvOYx+Cqq67CMccco2GuuOIKXHTRRXjiE5+IxWKB8847D29729vUfffu3fjABz6ACy+8EA972MNwj3vcA6997Ws3vx1VyiQhHsYV0I8al36MysuLZDF4AvplNT58rP5YU+G2WhpZokaWyhA/y07M9Vw7UC6JpDSZaSqkmgAtB8lQkUOH+TSBfIc4kYGcQM4H7hhGCNE3kjWOoDGmspAsN5murQ3rBo1GfaiMUT0DuxHDIDfW0aTcR/Ozifxy/W3GJNQ69vZjYToeukRgplic+1Rc3t2BfOayNiROfjhcIiUqSpf2Ow5j3epzUIeEFWYmIDK++kj5TEBfiWV9i0cLwdbVVZpIyof8S+R3jtm3bx92796Nxz3ip7HjqGOQZeEOQF6k8l6eE4J3sgOARSp25Y/nHmVeMTIE0ikDaQkdeaQl/a3n8jz8Du7Z2COTn/U82JW/lOk3Q+8UqqOcrHZGi/d+/LQDX0shZCCLyfvvqCMDv3YQTkkN7/p95KN2mK+hVT9BGW4W+EYNEetG4mHloIhTe3TKYSo9VUDfTxKy3kzZEKBNXclhksdA6pzHFn7NrxFo3bz/ZrRV7XLkj8F+saDzQElHoLk86+9C3jH8rpVF5rWEvCb+B1xYrhWsKL9QzEANz6RC2fQfVBRcqBjBGCAEUfr+esWPxTrjSOn/Bl/od5mxfuA2/I+PvRF79+7Frl274jrCYbT7qGfCxRr/wpXU619+eLZyQlhUfYnIpLvX2g2ZMz1XO9vhvOI/mbjoXbWNsn6wPhxCy3ccGO4rihaTozWARFdbCyHIriLdbWNUMxjQulPMjMhNfXl7bzkzyuQtVk1W5CGqk1VljDvNzqmpZ7YLBI0WobSRTgA/3VScmm3dEHsXPxNXCWduGCDlsK4nuO2tIhsbhI8ebjljiihSFGZGftiTQlgSsh1VTa8DrRDF3NpmctAGyna18TbrBi7KUDgTXGm0oxdzoefuWKWMEnBw+FYyDhwA9IqKfoqquEIIa2tIazvsQrKSwQpmdOF5A0Ac1jd1/BDxZxLGHADX/KTAHlgtP5zuCWPabpDYqfSvinK9euu1vznEGuk0nP9k7Zrt2yD/lL7wSmwXX7NRBNatBy0rmQ5Xdi1lImAqXMcc/qQgQzQAMmfeFpBt2QlA4nMM3k8uugDJMqehjb9GfN+M1JxXFtpLsCKPE/Y8veFmDogN6rRRuchO7y0yu4tgp6W8SWnYakqfxzTbTU05R4l1PWwzo7YwfA7kjUSwaseeE9ArKiEZzZA9SSLsVgqiexleEMSEnZuuqTyQApQ69lEKDIcGhJMolawguemo7JSnrOlm5S21ylpDFgERufQY9yA/0enptp8E+eM4/ChIlMQZ5si4OhsgzTnAHy6wRA1tOXy3Oa+hbWwZSCmbsw8mHuMPug1cbgiW7yuI/7wGYDkEzSjPGTo/mUSY+JdGtUhISyCvpWHuEIPynhYiqASQNIl95ues+R3WDMqZg+VyuKZiuRx2GckhNPlesmaYyicl+00DsZNrrnfsKKeS/feSXTobgCQ/uVrXXuznCaWAci10J9L4732xrrkTKrIfMaY9lHxEcZk8ccAcvHeQRpy791hJPiktYRpK2SWXTs6HqMfJOxmUjoHIrzc1wBXYB+1sdITA00Z8At6o3XX9gEereSF20PVHJYYFin1xk+JYa8FcUx1dZRM0K11cdm0rAbpeIGHV77IKy1I8pQ2kjLoWGCo9sTkySEHwRvABBThFlV+WD8NI5Syhi8xAxmK9fHtYjroH5RsOFQm8jX8G/7IwlQq4p/WBiMpwpTRmC2qyEykvZbF5YJu8SGWRqsz9l0XsoTGn0rBKIfDhlmUpkAN0zuCOO4aDaDnYUeQzmQDdWnrUDqSdO3WtoLvo6OpmeM7DmoiCBkhDokL3gMAsbzq+kKjrqU0CjJA2f+rOafBuE8G93QhumxeTdiIG2VrGea8qcSddEUh7VOeyh6gu84xfJOa6I5lhR/H2DO4st2xIqAfGSnm4uLMSQZVjrquXheXSN2Rzia4RLBKWa6mSwxptTkn1T4gip7oRxeWsGZAaUAdKP6UzU+ug81OyuQR2ATqXzSYF+GWBWkmF3XTTycRBUiniWb4OJ+NuFGzdrVP29uwulbN0zZz9UONRo/2cLrxDtdMRzYI0D9jwY3uyM0fid3xEeVnm4Z6iAweIEOT7yJ14TJwJaa187KZcSZEiQhibSy4dN4mlIQRUzZSHdI28gBBCZ1eRzVw+BeiQfdfNZKoTLnRLlLZOOkDunAbPMAYwo0SMpUEaH1ZRLltCWETEJEzjwN8+tERg7FyKuJ2IbCaUQC73K7vgTOXMTY+ni4I25XcTqb1YedyQYihu/iLOWtV+7ZNkZEk/2rIybmS3PVIopmy5rCPWcl0Ejap6fQTFycw+UAUbYB4r8E4/HwtjFGgOA9eIvCCTn+IWTZ3QeYMk3zjYT9dTZNf6IlPkypXW6ajh4FlyU0d1raEvSg/DaT6nCtchVlieQbhQVC9hvpI5WeLWSVtHXDdNKfdFaWMN7OMA/TQY4zUVn4aJzhFIMUH5twk0QkyjkgNFKVJ8WERo7wiASUJ+g2C9NYnqoZPsyN9cO1eWiZQ1c3U2P0syZrN6NUfGSKEpWAuiyRckh+FClULXcNav6aOB9pDZfiK54eihMcn8NE4GVymxQgjrS6RyPQVkhHBQRggBEBn5g2ZlCEHuK/KdNAWFsVkT1c9UHFOLqaMR9dw2ImsVeR2yGFPjte5WSV8kbw66IQbdqfYzFo0B614a/ChgTKCXKc9JNfrYbzty4BFARqszqMlBKnz1e2zxvwbccyUATlIWJTGbZHr5M2sSwJEwUigmyXw1K1GZLspDRspJF4QHohCtpGiFhG0qJgOpHBvWE8uiHBNm+4Zn1qdztdPRtYT3ilNZY8jlUeJKopH7yFx+kVGmi5ZIclfRbbcj779jOH8wpzMn2l5arqcYTiXTPUXRyWZJw5hcGS2sbBxxbiH/HHozAvDi3g3X0wjGwrGfGV7nSwltJjV5kHtC69cDszwbjT21Gjz5N9NEIDLw6w0M/mSX4RaRTd+MlTM/6GoUTnpOQFnbq+8JMhKgX9h3e9C02ul6hDmsilnmsCeFobBzvUcnl30/iUggqxNMR2O3Aq6yeJPLnClPQyVpaALo9NuMioVniBD8SINJhglBPegHpCUSiTPVMLRNNJXvHKQDB5Bvv2MgA7naWhaUp0YHkPWD4fI6MzrgDgqMy1rJRLS6bQbTGV30/Kqysoru2JqKh6njQO7dqaJOOsK1ouE3nEOPCIFk8bmELOJklKDgbkmorjk4ckiIp5Y6fOeJQX4T/5Jbfc8Vf3SBORMhBM9o7YxCONMc9qRghls51waigF1GC4LCORG4F+Io/hVjCeiVEGQkAmgbNQThk+VJoISTBptzHuR7Qkgo21CHSpcdRwMXpCI322hzRlpfAgcODqOD226n0YGsH/QIoXa4lNIwIigX16UdO4gMInAQ9mP7DRCGiJ4dZI7Hw5VoevliIJtBCEYTttbjUzr8GoCnFRTEx3YBUI+NOorHJvdMGALumj6+AluIguy53Bw5tPLaIjDZBWJiYE3ejALsX1I/VdEDvP8qq/uNmAlz+JOCN4rwqQFsKXTFK3YTQuGCzZ0wpMB39TjxVxohf1RDL8ITIfy9BZk+EqBGLkTg/AHQO4vWl8AdB5Fu2498623It902XFORl7U8uoQgdxWtDUQgX0Azi8mmBFGHQbBl3COCmVNLpjRHG3gpi+5CMA5vTgA3vOwdR8IhHEmYUF0wJo+mXQRE4aXyjiHvzwG1JTe4fsFXUJR32ppawT7VO44M0TAxFHvZgsrfTZDmKv4lbFQW8piDd9f+KnHU7anhmQVxMy6BsA227yOCFBKqhq8XiQpmADr0ynJmPZezAiWclm8mbOoA/mhdSEOgRsUydU1hUPtHRwspcWYKUTjtIy0z0h0HgTsOArfdhnzLbVjefvuw/VTJQBLmM1IIYceOum6g30cOVCJ/YEoK3Swyp+pP10Ba0PAjnUxutqDzSGETeGjl+6xSZXIlH1KzlWzkZCWqF2kIcwdNXE9Uzglo6yiU0QP/4D2U1yGEmkCYOhXC8aNUJoQA7Js/cZdDanLQbCHhbHrNtRaJ/MDJRFD0PQ0xIIjGpMAfvadAhpxn6pFQzxz+pMAak71LGkCZHuL+IAvMOQ+H2hZ1gXrY2kodpsHUIWw4QuhVCDcoGm0I1mcmAN+QS4NtrspdZqQD60i33QHcehtw+x3It5f1gyUdi+RwbtEjLcpHb+5y7DBltGMNWMjaAeeLiIntRCYPoZJzN+WQWrdi1118VjaNHGte6o9LO181zhrDITVbHcEUybg8T4qbAPcw7okIGtCGaetG2w+iaBaBxYEJIbmF4HLyuPoTP0QYQgYsv5xSNtdeJBoVmHeXfjKq8KHmNXpONCoAQIfW6p/9hkvx6MmhPNj1ho21tcOfFACrKbIdLygDlTCkMiAjhUIURB6s5ZqT0tQYFNh9v+F3xc2EVIC/4lRMBkgJGbmSRZE5XKm9xGL/AaRbbge+divyrbcOZw8O8tkDKRNQuZS8pDQcPiuEkI4+uk4V+T6rCXVgashgxPQAJyUb1Zi8OcTQxawVAfObysxJeJA/bsObiSGaBhL7FPljr9Rue7Gw/HBaiYKaqSYC/ZJ/e6tpAObFv04RiXw5qeyBn8MVqwajffmypq744lV7EKDDafnZkETdRp9b+SBCyNVx7tn0w58UlIFzBV/kMrTCAK4Z9b0U4rDATCMJZeuMtBxaR17oDUZV6VzSYraYGcqc+DE7kryn4mDES0NZX2JxxzrSrfuRvnYr8PVbsbzttjJVFICmHxmkBKwthkXknUeXnUVHDfcUheXqmM9rMDw9FI1IVtRiRotwkhjG4I0rdzKmVVN26IxoLMZiBlHEQ66u15U4UwlhRqhGIYiAn7V/Ty6VAAAH5uxPiQLG/xAmGe2fSbQdGVSCaQ/P1cfJlpDJuyMKM0owfnLVDRvwB2S3i9l1pImpZLI9fcRGBgpSXgm2xWvBpqFyUn3Vwky1QqSshVSQhnuL5IM8hU7awXWiegkqiGe3FGuLxqKCGADLusHi4DoWtx3A4mu3AV+7BfmWW4edRcv1EeytGldaLJB2HIV0zE7gmJ3DVRVra66Dc2OjQjK/4j3XDOiIisL3iEHi60wvifYT41pATLNMtpW0MsYfIkLokmeyDWp16G7EdZX1leREqBy5d9waoO2cXA6iMYvLEAAvz3D+WLYCvgX67jQRbBibNjR5kK6gRMC/ek9R9YPILrMcad/iL+vFmZZcCB820DyPDFIwZlDHh4VlwFx7wSShJFL8y5bT4tkedKtEoVhb/Pv1hS7mJCgrqJjS2GXB2XjPw5eXFrcfxNrX9yPtu2UghNtuHz6NqTuL+iYtErBjBxY7jwaOOQZp507ko3aUMxgM5EOKhsbZIwRSgfiyNs0wdehoAZpLpzddRNN1krluWYpZqVNUoty6MxZzox4hAaMa6n+b4gINTw2LY0qwbjZcsr86HI9Q0dlH00s8JVTaiRkheG2f7O1uI5KfiBzomTdtZCezv26Q7DtgZM1qKay9C9hLsWXiFLUjQDfE4Ks9kzulhIihxjmvTR/+pMBo7Q8ZNH7rVFK0ZmAwo9hjCeSF84vqt2r47j16TdVCZSTfCEo61zPWbjmAta/eAuz7+jA6uOOOom2ME4JuMd15NNIxO5GOPQb56KOQ/TbTnEzjGnaZciIZwAlSiOB0ayqlvYow6GAbra8f46b/VeKOwgwBp1m5q8UGhe/Xp3rkRcTlEt7a65AQzn0iHiOzY+XzzmmTNqtpIHCJ5vGj3WJR+rtkglp33osnBpabAnsCdyaE5otqDuj5dlRxy8WedxxF5JAXLozYlaRN1VDNcjY/DWBzU/f1bkCeZFLXaxNS1hNm6jmHPSnoUMoBOhes8gRQD6OB8auOFiAjBI2A4yJxWjtta9E0BAAl28gMkRRRaQksDi6xdts6dnxtPxZf+Rqw92tY3nb78N2DnEtag3JISe+MTzuOQjq2kMExw+igr6lS4WW5XlxXUggo2J8URqqFYjLPGe8B8kxTiGr0U+PJvbTbxiKhcfqM/UScmctFejATRqp2o2I7ZNKNm0E8sPdxNnnsgXqPEOa+J/Oj7qk+58Zd/DBRDA7DrsBEfqB/Gd4uWTBv3KCLzRJvK4P+TB7bR62p3P4l+hM/5hoL6cNROPWfK0GYuKqFIYyZTQc4AkgBgAP/2hll8blOHSUtcB0tiF8JqpVXp5PMJZaJ/VRF2exA4ufAyp92ThlYHMz/f3vfGqxpVZ357O+cPqcbmu6mQbrpCIQkE8RLnAwqMhMxll3iZbxEU/FCqaOMxgyYTLAshnK85cfA6JTGpIzOVEWdmhjNpEpJmTEmCCIx4g3tIEaJWAhJpGkVupsGus/lW/Pj3WvtZ6293/f7TtsIdH+76pzvffdl7bVvz7PvL0ZLY6zbv4S5H+5H2p/XDpaWoSODPmB0O4rWrQM2rAc2LHajg7k5W7NI3AtxWnli6HT0B+7clI/DQmZccnT+Y2a00jEMwnlCsJX4RjxZVvPeoBjnkB0XLrsFaLB8SP69AmfSuUlGLUQaUpnyuq1Zrwo9Ar31ADg6wfqs4O1It7hJDGNkEAghrAm01hKMHPqmjWhnEff6JXn5Qn9A1+dupd/VPOonpWgf2xgBfU0aQu6NcBaGAah791ddSO1nwBz9pCDd0KkD5a6IunaswARXovY1NQZ1yk8bLWS/9pzFuLUJkOxJ+GMKUK9h3JHB3KEx1h1Ywfz+JYzu3g/50T0YLy0D49XcqQg9BpaVp4pGxx0HHLceWFwE1i9A5udKg6IF3NK7iIoTuMTtrBF0q6kefQhKppZd/tdahB6q00Sklbdmz3cKgVOZBsA1vUUyafQMBuOdVp8YJBBCNbU1Se6Qnj2s4KaeUOd/RR4KtjEvKRobURC5kFy/cKxEQGQTRxJhhMHv7dEEfFzw7byqTQTeBuC5nVaLv7QNtRodZPfm+QMpOQcEwpGiwFprztFPCkApIL0YjwjBFpy1p5l7cDpaKAvM+dOcVFiW72OgW3xGdxdRjlNUDpKvNISlzQITIK0Co2XB/P2rWNi3hLkf34e0/wDk3vsgBw/lCMRjp3VicgSjvMV0/SKw+QTIhkVg3Zxd5lcqWNFO8nM5KVCPEtR/WS5ogTiBjz274F5pdrQtWNP1bHycawgziRfWJGitblM01cPRr3d9RDstXXnoqfmJCjT5gAA5EE8ts8kAvrMQgbeaKqJ4Uq6jTBbmN1Xgj3DNRVwPKKMD/9etM4RRQg9JaHqqlGtfKby3RwWw9li2mbb8Uu8/uHfv4kkjdHqnMccIKeTrIhRoFKQauGfv/AvdbZTB0qaXYKMF7ay76WqrLN3oY5pOWrfFFJg7OMa6e1ewcPcDGP34Xsi+ezE+dAhYWYVG5tdlqVamfD3FcRuA47sRwvj4RcicnuEvFU/y5zrt+69Z6UJlLiMsvIJ2t8OqkZm8oIzgrMAfK2sK7pGMGCT6wD/RLinUUdRx9bwfCTMRdKeRgen0iuA80f+UpDQUZuI7XJ00SwfmGWytR9P4pSknifZGEuqOfK9RZ1fA3ROJGz2MUvmkZpYRTzq3T1X35BNQ9fi1DCNRmF99cCOE7p8/rAYjCB5BtKal1jJlxOboJ4UK4LMhbOvcy0ggJbrxlLw6GTxaYFncE2PcaxFAeE5jwWgZWHf/GAt7lzD/owNId++H3HsAsrwC8DdWE0dHhDCa63YUbTwO2Hh8RwYL85D5EWz4OUYB/RGM5KKKnhgoE1zjz6To0F+Jl0cJGk4zJVHNT0V+Cu6RXCz9EwhCpwplwvcZFExVlyNNDEfCDBFDBbps3QV0vDxEBn1uzZ578npFt5ZuDtA7D/7eoBTKI9Gzgr+6R5KAXX4Xp4349tOyi4gWlyPoRzIgnbVqTlyOilnYKkDu8QNlITm7JcBwBM5eLMtMjsVDlkoeazRHPymQscVhUHPRMws2esgglxRQGLAaQqknEEWA8SxbVqOF7JRWBXNLgnUHVrFw9yHM/fgA0t57u8Xk5eVe4CttJ48ONqwHTtgI2bgB4+MWOkLQLXj549/dddsB9BO/xZ6/WgUg1gU+xAkyJgSt6YnENtjSogsI2MqwRj5MHDmwUaKII8ZqjSOSX78KPk79J4Piop7Ov4JkbwASmtxbCJfcuY62iCmIoprK0bhDw0jBvSWnIgQG//DLfoN96xyCuY2SuwnVwhtxkK5GHoVIOD32iU7AppQ4eX3QYCaMFtQuObfSzvzaAKwz59qidXbZjp5Vv75O8YA5BkhB6sfW0eac6fr9hLIWkH91gVnBnSGVtqoa2YwTUu6cp7y7x/XY0AE08mLyuvvGWLf3EOZ/fB9G99zb3Wi61H0vuV2iWcpcRwbI6warW47H+LiFrkHMjRy2W8VVYpBcj8ZZx3FNDEpyVoN5fcARA2umATRvpahsCxEttFR/AeQT+6G4W2aadQVbK6rF9gJk3BJm9qxjkBHPaDjRjQbMrXjS1EzD9Ppo5V+U2TtKyP+iDJ4OasVTjSqKvTiZMR6ydz1/BfxAAiM/FaRkwFNEbrcR3YRaRg7J1heYHISmnXiNgZPtCKHVb1OQJz+2hjDmK7LhO5hEBgnBTgVpVekjBkccgontIpujnxQsczoAsyuygTJCQCEB86uln7JbPshV7j1CGXlowY9Tts8yxrlCjbPdqPQA0hiYOyRY2L+M+f00Mrj/AYxXV7tF8T56T6O8iLwOaeNxkM0bsbppA1ZPWMR4XbfRuhyjzzL0U38pEoB0jShf0+GIISEfzgOtOaBgF9sRuXZYqHlYiMP8CdogxKOEaqqJm18gG/NPzxMbQIkrUFK/96H+YMtpCMfdKKUnHWswadqwLT9pwK3yhJ60piAn1f5oKscEZa8ujCMQTwhu15ASApPAyPuRfFuqXXg3gm200GcjgBGnIRCC/lL6XX0hrHYk4UCewZ9uR6XdR7zQ7LalNncoUU9TaMLbyMST0bTm6CcFAPXEP2AkMRarTO7qi5ypYgcNOmCUPAefjAA68FP/GHeVLI0AvbAiAXnqppMzWpWOEO4+hHV79gP774McuK8bGci4kQAyadSdRN6wHti8EasnbsTKCQtYXZyDzAEKlmmUkFYzMAugN7BiBEgexUCUsOi0stprRcxg6IhBRwgjzlvL7C4/uO23wFvsH7kV/YtFsyvuSeIwFtNMhNPp8OQctknVw5qDWy4cJpmYpEkE1qeAjQyCP1dcHlydzLiOUE0JFf981qD03gMJ8IiB7DpyKCRUppPyH8sEyncVWulBD8YqaNMz33TKW83LaAEDIwX9k+qXdyu1SMLOEDFxTGmOelIoQ7cCIu4raor5NBVSAKtsSXXTSOPU3ZCap5rcUE19W4+h9KAh0m0zfWCM+QPLmL9rH/Djvd13DlZWJxBC11jSwjqkLZsgJxyH1S3HYfmEBYwXR2Vgoz3rPAKQsZS2m5B3QdEHeahB2hghO+qOKe2x2wwKYzWp53r16t8cEcihIWNNhgRMGhn0uk8Aw/4YH1LDJPCTUIEzkdsnawCXf73EEbrXffJ6QTfEwSOFYOL5geqbCCw30SiB/ipVE2rVCSoQqjSAJmD7kYLYyN37aZxHIKKpdxyhkITp1iCJXPenXXQ+6knB14RsoXPK3DNNXGu01IVqCmjkUG9RRTzENs6gmND5H6M7hLZ/GfP33I+07z7I3v3dNtOhqSIASCOkuRGwsIB04ias7NiKlY3rsLJhDjKXSqRaQcYdNSHlHVWaHp3yGsPsje5yXtjlezmdNpU0QjeVVGy6eOmbPdT1NjsBulFK9+Dz2jJLZTBTURh1q/KFWya1XCZ49stbWwtrk5cWeST/E9wntbNJRNLAm0H3iUSWQj4MhZtqTaGRj6pYK0hLplmlYJ+8nMbagXtGeY87i8zPqA5raw5hzaAlX6+5sBEH9D2kMxYU9z0dsBc7Ny0EOLCuCcQTg5cnPlJzz/KccupnAsaQOfpJAYBDIJoOcjMT2Us5tFY6vuYoPlyZTur+ihix92642J1Knt93CPN79gH77s2jg5XJPVw9gHbCRsjm47F08vE4dNIixvOpHMQTrVjI6yUdMehwOKEb2WhiOx95CiyVEU/Kh/t0SgnFZyAGzSvYOkQFyuYBRCOajy6zSlqNLKicIjlwmVrW5biEZJkeIT/5eZBoekxwj1teU4w/lUVtc4vvQd7Uugyloy98NcUzwU+vHql+7iEE3jZaE0KqiEZYHoN69ufee0hCP6/ZEUW42yguKOsfTxmlUs/dCKIvqwFHAryVNK4jIPiNuFLkEVFooMZCsuW6k+X9TVGTzBwDpCChLAlkCJQSAHf1hfaidTSAcsK5GxV0gZMCIveqc0GMVgSjQ6uYe2AFcwcOIv1oH2T/vfWZg8p0gJ8WFpA2bYSccDyWTzoeKycsYOW4EVbzdFFXqTKBjalGjQriGiDldEnKQJXgpsCSEYhYw/RjH5R8yy/ddBpKi3BVjwk4r1nw/FOrNx/B3eyo3Fr2AJEIxa/x9GYz6XE46wmqB8Se2sColxzS+5BOa4p7DWF5/r4pKsob8MsAb7Jrwqm2nfbpwaDO8jSesKMIBuIZ6BEJgdyznZFO0sNqpAu5uTTGZzYMyo4ExPsR76c1eih+xLsB1snk0UghF2qbGne0UzKZsor3fFar31x//fV4/vOfjx07diClhKuuusrclpeXcdlll+EJT3gCjj/+eOzYsQOvetWr8IMf/MDJuPvuu3HhhRdi06ZN2LJlCy666CIcOHDA+bnpppvwtKc9DevXr8dpp52Gd73rXWtVtTPMnLHjyJkV5va4ACr7qgAFaRX5c5iC0fIY8/evYN09B7Gwez/m/+lHwD/txvjue7rrrYcIISWk+TmMTtgI/Mw2rJxxCg6esQUHt2/AoS3zWFkcYTwPyBwwnkOp3KNEOy3gttuZnQ6tdacF9aZ0Ic7t/Xbb+1JoQLnvYg0rNCbXqLqX5slVSnc1amA7BDu2b7bYhBqoBkAz+p3WsDqHE36qOPrSR+6t3nhb2GR7k9EihCnyKdcXTwgkt5ominUsud59PWKI9TdRPfdymRBst9GI6zvoj4gjZksEVAnPYXTQzRDA7TDyxCBuVFHvOGrhUlCgRQyBEKo1hinMmknhvvvuwxOf+ES8//3vr9zuv/9+fP3rX8db3/pWfP3rX8cnPvEJ3HLLLXjBC17g/F144YX41re+hauvvhp/+Zd/ieuvvx6vf/3rzX3//v141rOehTPOOAM33ngj3v3ud+Md73gH/tf/+l9rVddMZGH3zD09N5fXKqRCDlaQ+VDYaFkwd3AV6/YtYeGH92H+znuQdv8I4x/fDbnvAWA8aXQwQlpcRNq6BeNHn4JDp23GA9s34NDWdVhZnzoymFfApwrcuN0Rtv0ONpQuPaRUekXWaFhebIgqOwBtC4xafsydSASo/Tb8e2Lg0myEa4FVBMno5UgA+ZRAediy428zT9RPaqS5kc/mFtxbZOD89MRL5SZRJvuhjoarc1Wnw4cZ+mCOI4R4+6meSaB7jHgE0ezEUDoiDrtfCqKAz9hQTRuFUYIHak8C1XUYBPb8fWYeMVTfZeYF6DWYJIMX0U8InBI++clP4kUvelGvn69+9at4ylOegttvvx2nn346vv3tb+Oxj30svvrVr+JJT3oSAOAzn/kMnvvc5+Kf//mfsWPHDnzgAx/AW97yFuzevRsLCwsAgP/yX/4LrrrqKnznO9+ZSrf9+/dj8+bNeOZZl2J+fj1sOGt7kfPvKPaCeWEqBbBlEEUZagLdN5KXxxjdt4TRvfd3H765/4H+08glJHR0kI7bAJy4CSsnn4ClrYtY3jiH1XW5oufitbMR8BUQsVein+kbK2mhG8mMyX0s5FfsMI1V5HzWobMXOMLMcmxxSxfLHemSHWDhrTLHfKmGvqHXU00h9di15AJd+bmh/YSqr2sjoPDThv1JDes6LaEYCIc8SfbP+x18n+BX24uQu7UJIg9HCqxjsZPopzViDc/WLnmEyx0eGxEkyBycf9cx4rMLSiSalr4uMwO2A3tqa2yvh9Rox5G1Q7UfczuktklyrU3meNWPa6OhHfJ00sryA7jmH9+Lffv2YdOmTT2JO4yRwlrNvn37kFLCli1bAAA33HADtmzZYoQAADt37sRoNMKXv/xl83P++ecbIQDABRdcgFtuuQX33HNPM55Dhw5h//797s+ZCpjI3o0cAmg4ppdSGGPpiGB1jLlDq5jfdxDze/ZjdNfdkB/ejfH+e/NU0QRCmJtD2rAe6aQTMX70KTh4xlY8cOoGHNo8j9WFBJlL5RRmuNirOm0ZRgylIaRyipPmYXnoPfFzhW4YXzfwckqVe3sJLRBwJAuQ/2gX3BlsOA+HQIvfK7lBv0p0A8jYbZKZJL/Pb9RvUhjWtXsJsiakt0UIfboY6PMvArgHuVU9AtVRdlN7IoEGOTQJgdtDuPnU6nZYR7CFZfPH6W/ktwIt0FgXQOmUqZgwSvCEAMSRhDuoBi/X4RZ3ujS8ToWre6X79J2YB3Wh+eDBg7jsssvw8pe/3Jhp9+7dOOWUU7wS8/PYunUrdu/ebX7OPPNM52fbtm3mduKJJ1ZxXXHFFXjnO99ZKyH+RZdPcxcHOsSy5eiUzMnLKNs3gZR73YK0vIrR/UtI9+wH7j8IOUS7ijTuVgVLqfvozaaNkM0bsXzyRiyduIiVDSOM1yWM51BGKqoG6aXWXqtc0cfovr88lu7QmdYVyYf1RsgLzDktQqMP212Ut7OuAt0FgQB/irOTIbAxdt6CC1uYpzyOv/TDeZNcmDr/OxEJZXWb81jlcxgFSu4IEFAVj8W+tWNpLbt7hsxa/U+S5Ugg//b6n6BTJavvnfxSGLd+wOlsdCzqKcTstzVNZOsBIWwkBF4701GDu9Ii6xtvP6VTzb3pBOrRwYDpmzbya5WlN1+msfld/K/KHXeeyvpFDxFMzwGVedBIYXl5Gb/xG78BEcEHPvCBBysaM5dffjkuvfRSe9+/fz9OO+0070n4wTcGm5aR/JxBpVBIJpBcK9LKuCOD+x4ADtwPOXBfOYAmgM7KpQoIEjCXt5lu3YzVUzZject6LG/UkQH15nsbcptvJKFskx13MhT6bfsqUh5idrrJqAN23eFgX1TT/6OcW+6MQkeeul6eADsJHXIX7V1GkSxC+bS2l1qwTEQMgtLIDbeLKQCbA/kIisG0wPZwpo4mEUKKaWmEqeINuk9FDA13Buno0HIj0NbiKPoG0nUjNopLdaF3myZCgxBGuSVS3P5OI5Q24xaUeZSsC88wovAjiqKm4W1ua9bnaPbCCfC5dw96Fv+cyK1/lBCnWXNgZ9dQ5ic0DwopKCHcfvvtuPbaa9381fbt27Fnzx7nf2VlBXfffTe2b99ufu666y7nR9/VTzSLi4tYXFxsuEgAJhotsD0DEvScQgEtW3jOo4N04AHg3vsgDxzspolWVkuMNhdMaqQEpBHSunmkjccDJxyP5W2bsLR1EasLCeP5Qgi9ZKAyA56W5STpDqgpMQC55ku+2yhZ+jEuV1tUh9uEyDEBKTfIsvWVzy2ES/Ryz7o768AgrXmsLa0mCz6a4LErkggDJwl37SEFYmARQQaTi44MEsthVaLeMV5U6Wr6Cao6/VSGI8QQrwJrTDPHz+kQdud4Gvq24lEZiZVF3evnMNEeYf3OSAF+lxFQCMFGF/reyePF5UmEUA6kFRJw06SWDyFf+LGnJ55yO/EADwN0Pt3sevfkr95p1KgvTCxmR72wSsfGKecpzRFfU1BC+O53v4vPfvazOOmkk5z7eeedh7179+LGG280u2uvvRbj8Rjnnnuu+bn++uuxvLxsfq6++mqcddZZzamjiYaZVVrvmZ2NhVEIYHXc/S2vYvTAMkb77kfacw/kR3djvO9eyAMHgZUViIj9qbEvoOWpotHG45AetRXjHSdjaceWjhAWMyFQSZTCDOlg/orP3OOidusW2LSHxTs1wr0v5cAPSg8tgRbzyM4N9fldG7L345/jX5RDGdEEHQXN5MK7OJDa75aZHEmML7iB3eDjj+4xL5wejT/0+KvkRreGXQphwPIbcpp5WiW6klFvRR6Q74A9ld1HtlMoWf3SumaEEK+/5m3USgijfkIw4Hf1OsvTLxAmamoJEVsLAbAdUECeFpYNO7J9PYoIGz8CiRS5fpRQdkMSiWT76myCW8eg1ExJDGsmhQMHDmDXrl3YtWsXAOC2227Drl27cMcdd2B5eRm//uu/jq997Wv46Ec/itXVVezevRu7d+/G0tISAODss8/Gs5/9bLzuda/DV77yFfzd3/0dLrnkErzsZS/Djh07AACveMUrsLCwgIsuugjf+ta38Gd/9md43/ve56aHpjbWOwVlnAywdH6mxeR0aAWjAweR9t4L/PgeyN593RbTlRWIjNsjOW2PoxHS+vVIm0+AbDsJK6eeiKWTN2B58zqsrmtMEcVK2JDdCuJGDQl0eIeAlhar47XABfhBC89EKuZeQI97W9roY8Mv6YtgOaqBlcikuYulCWYIIKniKGzMtSbwtXIWdVwxPKeJd7a1ZAwSQyO+KnywmzoNrGewa4Xp1Q2eEKJujvCZDEonxOpp8p2MKMMTAte55NcLmBAoLiaS+OzOLnB+DBh3BiG/KyDHhWa/G1AofH0zajWtpNNIGpFzC0oxXhHOJfYg0fNks+Ytqddddx2e8YxnVPavfvWr8Y53vKNaIFbzuc99Dr/6q78KoDu8dskll+BTn/oURqMRXvKSl+AP/uAPsHHjRvN/00034eKLL8ZXv/pVnHzyyXjjG9+Iyy67bGo9bUvqL/znsiW1UZGr7XD6nokhLa8ADxwC7n+g22K6tAyMx+jNtoQ8QqBPYm7eiPGWjVjZtIjV9XMYL4wwnuPpogS/ewgEvlRxKY5OR/+b9Jkrl77TllSrtLZdVXs29JtlpVXd6gZHpvV21RzA9Yw86Sby09x6atvtirzE7lzBXdobsqL/4FTJmdqsMYySxFrXIfoIbTBMH6kB9ZRcT5jY86fnau0gklRFDn4doGp3VQcju4WrsLu4u/YSF5cdIcRDaXGr6QAhuO2noahcu8rP1r7CTqLSpgC3NVzduJ1RG+1tZ9m/a3NQN6nbTKudZbeVlYO45tbfn7gl9Sc6p/BwNo4U5hZ9pQWoF8N2+XfcLSTj0BLwwEHI/fdDDi0Bq6sdGfTxgcoazXXXW59wPGTzCd23Djauw3jdqDuFPJe3msb900wC3JNn3VAqc7PnANS9Dn1fhR+yBmKwCsrfYgjnGZrEIL6Sl8ruSaHTLZICJUL3XbM9Ab2r7DFsrMaRINiut8Y33BRQK0ERYYWsB0C8muenOCaFjXr1jQpYYOWlYRdHAzZy6/61R3vBn2tfPTuMkh9p1oQQ1weYANCeOorP8YqL2K6YTJgUOE+GSIHaVezFu7NA+cwBn02w0QO3G4DaoTQIo7bTuubOKcD7L2kR+1tZOTQVKRz9dx85sNCGW1plyl4McFYFOLSEtLTcXVr3QDc6EBlXlYVNysPdtG5dNzo4YSPGm4/H6sYFjBfnMF5XejqsjgOI3JZVpxbu2PCc/Bcloij91GjuuegdMY7YirDuY0LZTgS6K0mQbPE6SckvAezuJ9u0quLG+a6ovIUOKRHm8rbVoAa0QJK3F0B0E0DMPLdhQMGwkYEJufVbRCF/WyDKYsT7k+BpGjyvADgb2xjAbi2BIV1VHUjoTQR3iCbqFbaZsj83ncYgn0smEod1fIg4gl9/eV0BfreYPPKkwVOezQ/pZD82CmgQgiMDaovNHHQdn2A/brt17kIyi6OSjVsTUMPkEx00jgBtrbi92wCAkTn6SUGNQ1lqeTwMW10FDi4B9z+A8cpyNzpYWe2fKlIpKXW7itavBzZthGw6HuMNCxhvmMd4ftSNCnQorZVD+PvPCsrtHkuFP2KqFywsKWIvJdyoWPJ12XqZWEZdqzhJUrfTKCWkUfmWhIz1ewz0VWbqMVlHOMdn5yRUoTHrZwplro6paCdaD8pV5OCeOW/JpN4XEGv1mOR+rFVXxJxq+xhdM0xDJRJX6ZCCQDetMwD8KVFBJe+mJRNH1Swj6svTQkjW+TB/NupNdPamyPffUx4gBLVnQhg6nRwPsRlB6XvD9PQXrC3musxbTkubZncP3v5kMtxUkQsHFExiEqK4On/a4FDaLLOCNszpeMCZY4cUgNIQtLeoGb66irS8Allagtz3AOTgobxuMDA6yOCKhG7t4IQTgC0nYLxpA8aL85D5Ub7eugC9a9v6XeSMxYnVQ/5He/LdVBFVaNfx1WAN4BMA0Ouz83ZRSWIALkh5LSHlHjnyVlTJ35vOhDDSz5lmwsitwTb6JnT+ijZEWMRiUFIku1YPNhA4+3EUYiMEddRWHGRWTMr0qRndIAuLKTa0VHt39uw/Oecim/WOYoKcAKiVzlGXKdcMxPnrIwT9S96fWycIcZi9B/OYvnojQyEGnTYqI4Ksc2PNAEwQDUIQwP22TGVNoF/ZM+CbX+1YATx6cJ+01erZI7fSpzU9KuRZ+E+Cx7WZY4MUIhAw8q6OO0I4eAg4dMivHVjXV2tXMbbddG4Oaf0icPwGyPHrMV6Yh8yNaLEsZf+K81J6LNQ7sDMR3F6EQJ9Bw6GhU6omCDT8pkaWWONBNxUGOqWRG1V3spmu1E70GU+U0USRz8rn0UWKCqYSievBqh9OeEhg6tyN3BxxprohRftk/4rs1hSSY/Wgw0TTRzTsDkeW0dn5a9lZfWgAvpPVsGdAZeFxdBAVclNIrHVxZ4AvgJ1I73yw0tb3SB6tp/kdRFEmu/m/opsPY7qG/sCgmabIJfySmm0BjQCHbQgYtI5H4pjSPOh3Hz1sjCPPDPaZEHBoCTjYQwjqv5WxeUEZ69cDxy1C5kdlSBvPHTgR/j4UJgcLo3a84Nrjl2peu+fBdhEEhkgm2tXcSI25BgupwjjUDrKoQvO8NcUzrF8jTMtMmldtimi28jWYCQFc3eAIki+bKm5y5LQPbIbwammnpZHXlYKsQ6gUiX4rdw3IKkkG+z7ymvwcs0xa8fb0wGOKY/uUEKa6UiLK7Gtv7Ma/NkWL0pZVfktnXkzuiaedk60ETTbHDilEkB93B9Lk0FJ3X9HSEiSfO5hkUkJ3VcXiAtKGDcBx6zFev4DxOv08Zqh2jpB8JYtziebeCovu4qtB4A/4NQ2IMT+U3leyBu56aRhozKPk1UqArZvERssiBittZMsGafDCo+tJrhG9+xZp4zz6T9KxY91YVzNDDD0g0703CJR79lyuMXwzz6YAb6DifFTlkb2FelA6KcnXPY6E7Nm/VXkeaaTQhuLwmW140NhKVk+VjQmP07uDJky3uZkDldisG0W+H90NdQIYEKarU0f99FFaWgIg3YLx6mq3mDwed7tjxuNuZJD/XC8y5XMGc3PAwjpgYQFYNw/MjSBzI2B+DjI/D1k3D6ybt3WEsl2UFmfjajBgFddGsONcZiJlzjXPi3afyVRKKKOQeIuDVRY12mISIPNAGqeyXW4sSNlzsUOZI0UXXxoLRqsp76NGWU8YJ/uoUBqnknejbneTm09dzd8GzVZlK10OM5ew/KgR1t21grSsJKANRcJZCE4fkbxr7JK3t3KmF3mlAavvZGVm82paMEg+njSCfQdYG6PGH8F1LCUNSKVcnf9AcKEOul1VYZ1ERqOuRoyLvaSE1ePmMXdo3HV8NBsUoEejOp5RwtKWBcw/sIrREnWKEu0YsvQHMp5Lpb7Qh29kTvM0u+ki81zC6kmC0d5k93MhwcLw2oAA3bbt+YR1G1axvDyH8biA5XiUIIRgttNIF6cTchzFHeoHsDl+24OiwDxGDfIJwCrqG05zGtOq2ktZO8jy0mqpJynnkyBhNB777d4cpTubUCpXuTpbSv1C3jjCO6C0vNnvlOaoJwW57wHI8gPdSECBf2gKIaVuLnxurvvgzXEbkI7bAFm/AJmfA+ZG3V912pIKDN27AnnK4JGSVtw8976a5+mTuqV8AZ1WoiJbAJuPl3FidS0+oV/reGj4VHTqflPBGN1DnUnDXcKVEsapw0LXIEYAxgkYCWTcEUP5DGG3cynpbqbRnMnrbmlNBejRpXv+ngSkOch819rKRqSOPW0bbVV04bAOVHffmLiBCOnpJBkhlq5mt5YCLYCujKIK1VRX9j9HjTL6iwSSgl9ofPlR60MOa3cCcbc4y5hTYh2Nclq1HqVSX13+Jsw/MO7IfVQmD9wW0qi0EsbcyPKzXGJXCFA/cWsLyXMJODCiq+Bh9XGc7zOCoCwgzwHjuYSDq/O26IycFXZ5pMatWUin+Q2Ycx4KChnEEblWI39Wh5KspKB1js4dVLuKoGQh5QyCyodYh6p0OLL6elbBvqegSudf/V6CfntBzXhcCMHtLNM4JuAemaOfFJaXIUvoRgiT8kQbzWiuO2+wuIi0uNCNBkajuqeH5NpJV4hlz772Sm0bZ67onR3ybqC8TOvkwFVmtbN2TJgm5NfCuEZf6lQQ7Tq7kVwS9ZDdsByZvPKFel1HN3W3rWpgkc5OKTGJybNbWEfJf5VUez05MySFIXmVIRguz6GhcguALQ4tCwovCrypkC8CqJCKTq++XVBs11I1hTrBRDUoK/leYe+8PflPHXiVAo5xTzCtdOioIq45SQeuVtY8JURJVTvJGZ7GpR5a6jSvE4rSrTIIopkAnNu4uDujRKF1W9gudEaCv9anfW0LPBOC+rPOkrgwDvCjae020gQO5EWfOerXFGRpOS8eA8Ns2dW4pDeZLi4grV+ALKzrekONit9VoJDxVGO1gpXFYjoN7EVZD8IqTuwJUMUsJyJhFdTFLVH4lPWCGqdt+2s0Xt4vbkN1vtCM3ODkBHs9sMQgTO/NK0iIoJpg2vIf0uj8hTAtMBTTJ9qTfMuT5HWL6x8tO0YoA1AfpugwgRCqNFJ8USz3BEyVUFZR5wbQC+DCODeKkzsXBu4phuV6BMS81DAIqic0/FMeCP+yf33XtqTtjtoWH05z0YY2WAhFgnshhtY0aPErDgM8+9Gv1RdPLO0OCRPMdOxw1I8UOkLI3Ye+TElKCOUQWlq/2K0jzM/RRWdktGBy5S8fqsm9ZO7FSPGqI7vobnYURCsciyn+y9ZWDZuo0jcrXiMJydIv1tGyRgxLng3/bRjsGqBpYwrqiKA7zNRNL5UNrV3MqWhA5dBQXhPeOt1nw51UMovSVHr5GoTeOYGqe1TBxAx0Jhjfc350A4tWr47kkoyy87ZFZF3FKUlvAHZ8jsTg3Fp5zmEI+lLtRyh+d+o5eaKMHQqdfgO0SMleo01wRKLGNhKg+OEdflr7hmCv6isx1jYAHAiAD+/fX3fhiYTJpcRVXvzhtxYRAG7bhnOX0BkMBGF2xU9v9W2Yo54UulO5EwghJaS5ObuiIm3YkBeQ57p52VaPU4MLoN8jMGJgsNcpE9FTwOonz7nnaRMbJht0IpezOxnQydYP3xAUF9ZAr65FacofC6rnEIp7AqwRd4fXUD7Wo419pI2Brs/gQ242pZbzKh+Qy1lQGpx0jTwuuBWMZ0LwCZX838/2VxAAU6KXIkPmWIuK9sVJrFC8btUUlOUyh2sYnvNvAn8PaXA03rGWw7oFkDe3CPbRTv06EmDwp7BuBFE6GO43+4vnESpiAdvFeFvpbxjxz/EUshsh6C99v7xac4jTRvytZXWDAr9fEOaTy30XSd2XLrAAAFe3SURBVLLSJiemx6VJ3G+ZnZiOGY56UuiQrJEZOjoY5emi9YvA4iLS+kVaQxj5BgdQY1WQ6gjB44KOFsiPkkUWYiBK89sGnijkoqSTkNy6qerCJGJTqn14WKKixVNSa8Sf6wzylNAEXa9/RHlgFZk+TpQJL+VecBc2kbwuj5T4kJDvV0pdY0qkqFCalEyBKrGC4CehJMTcYkWIZCBGvL3IrVE2M3sIleopqLa3BvD3+XNRBuBuqsZbUQO4N3QoB79iXMiXz3kZLTKw53glBQO/+ypaIBG74qLEz+GtDlu6+rPMZcm0hCClZx93HRlJEHGkBuCD5QGVe1FZvD9Vmv/MEtqY2ME5T7RrmKOfFCrTVaRuh1FeO9iwvjuENj/f7TDSReUAwO6Z3AwICZzdaMHzQcaSvJUz+08jlKkloOsZZyLo7GxyqshQ+cjbXhnfOH7kxkZpUJKIjUSS3m0U0qujhLw91gTYFdrl8j0gE4LucBLpduLoKECYFIGytJW36I0iYfrGyAOGlFDkVsXVungvwfe+GggSwaWPSBJ7OkKG4xySr27RuTVqIL/+jEAgEQpXrefkZwe++i0EDZPtmusLWSZfTeFGBBVJlLC20ygSXCAKp8dQsWi7YEJgZ0HpzQOBEITcKSxXKfHv5aAqkQSbSBwM+KJCOFxDjjlRmMM0xw4pUCW3xeT165E2rO/OIYxGEB0d6La63DAVY/W/7ijydK6NRwytbf4891q76aXOr3VgdXpojHzxHOzd4lZiSbnC2IgCRSsbnTSwLMHXkeTdjT/sFlRKdL5CojQ+DSwZjAlk9dwDaIos70UXQdltJSjbP3PkAnQjkBxPtV3QNS5NR56iGtX+9a8CCBqhVCbmU8iv0tgaYNySw4tEzQDE4hW4k70Ev/pTDf3gQZyCiLmFuHSOfxQU6JkW6h0paDwJ5YrrELcRQiSABH97aXiPowTVyU0jCceFpjFrrkNk5+qXTftkNzclpP6FwrVHCW7aiOW2po2MDIq/UolVfyEdvXs/IayNII4NUtB1g5Ty+YOFbrvp+kVg3XxHBq0GoyYCqlCvnaLQPeFlrp+mfdQtoRCFdgASEUPuNSWgXD8N+H1ieiDHiKLTUfIlexGLjEAG6oYRQw7DYcFy7YrngqA2naSVcqRTTQxagG3XHVMeaRYmQEalZ8+dILuem3t4Tmmhsxs2mUagSQlNVhRFVsWiPYZJYxIpGDGw3+R+XNe3JY+nbCTY2bOmM3nwZ5lMMEFGdYkdhYtkUK2t6VXWrE9iwCZiyGRhn3nV5DMB0OWRjhD0TIMjRJJbpbXHUL1pbS/V30TvTAzOn64pAG69wQCf4xwkBPVHhMCBJbgJubF7DyHUC9KTzdFPCnlkgLm5stV0cTGfTp6DfRZSDWc6Tbxz71dHEQXYSo9Br6JmYugqUdnLb21ciWKciSHpgmz5hoHebOrm45VEQJ2k7Le7dC6nYC0dhNCYCgalfECNiELJbETEICgkkEG89GRU9zB6skqcLC4jFyXDnKflYKCSQ/aj1houu7vGwGlz7OdxGcijCM4AfTE1Y8dBGbgHjVJ4YQJK0b0VNrXtjOxT0YIXkaNc7vk7cK1JQYJbkziQ7UctO7hDZrbWoJ/RdKBOawl8MI2+gdCllfRP3s0rHowWzxDAMyE0rrNWIG8SAi0c67vF2VyMDoSggA6Qu1i8jjis0oqLpzg1CIHJY0pz1JNCt5C8Dmmxu6oi2TZTOpVcmQxa2nILisNqoRJBIjA0fvBEYovFjhi6ONxaBOJUkhIGEQUAKImMPDFohdWemKUgEUEMgJD69WzTNUjbfeSdMghwJUZu3FoRw8d78ijIFpupACTvbFI7PSmboGRR8tj4NpV08+KNFZ820IohvH8Vbq9J9dOC5bzjeuBf68wkPyw7kkUMHrkgLAApCTh9IxlwT73llspzc/EZDOCh9w/4xV7Wm9YVymggvivhoPbLvzFPBupvqwwqEgADMxNBAW/+hGbfGgL7rReieQRSALxNCKwfEwQRCoN6RQYapljWYQbyrGGOflJYv4i0uAFpYR2NDhJsyF2ZjDSuByIZjBokEkAFoN6wPglRhNBinVZa9S3JplB0RFB62XAk06lVRgyFkDIx5MZqu3FTULOZWcEv6dhdwSGM9cWNttaW+BJ9PzZZY+iyN5VGR72sbk0jp2dMKqdMFJTujHS5kRbSSDGdOd64ddeTX0+mMJmSHa902/ba4KUK00ceaLTZxqjD8txFkvx7XCzmNE+aHuJwyYerFo6ZJEesG/nRUV+WV56jG8cB2oGkOpa4XT7GfIt5y4AYCYGvuWB3A/lsl+uvI4SKPAjYwe5woN9PCEwYRAhA6aJUhEC/TSO10xqI4egnhQ0bkBbXd/cVxamilukDTQaQChi0ISlY5d8AUF1wMSDlXUMd/tNoQrd3GrDl9CQ6JiaAjR8YrAEbWTAIOv5Sv7EhxbSnmu6cGNvVlIqlNjy+FgQ5z3JD6haOC3mWPMj62sd8UMiD8lN7gNpJ0oYY01gtTlOaOuIhJmE/mqbWqR9rkMmTRkJVDs5MqHrFPYX3lt8eEqvAP3k5cQdR7iC5XrguPjsyIDn0zgvNLTIw4NevqNmzhknuDqQ4tVTkotRF0qNpQpHFhWFnx3d9OTcP8EYIbmRQQLuMIGrwr7emEvgLgb+KdHW2ge6OGCyVAMKhNo3Dwk3HDEc/KSys60YHfNujGfHA5Lqa6oVBo+zwKd31UhjcM1MCAMpooXvOFdvWDcotqp1b6RWX0QG67avUaIiCoFNTdpmYph00XglJc+A5AGC8EcklTsOOSy/f7DhPlEBdY0gW1uaRkdewc2NiQvA7tbrwtrZCeVXIorBgcxpJUVF7uZZYAoZE03WcT8IviJnjNwRM0wb7gG2o85LgCR+lDtW7i7p/1fSQyomLyRy/uvOlc0DJt8ZCc7W1NJADf1qz6ID26ECfiUSAAWyLZOCeg2OuV80FZ7Ab+WdCGGtdzP8cmIuvN45kGoTAbQOBKJppjYRwZM1RTwptMmDDrZ3AAQChu+9NpkZ4ExPlFYCywqQbRpU0OtdwuCvv6lHgB8r1Cd1Nqxm07WbVvDidgkqATS2pMVyPoBZN8kmmnOnMCHTtN8sjItAGF3cp8fBFH2n4bmUhCbrWULKXpuJAB+FA4VNuhLzWEBKTXCaVclJSsvMfjKVs1SJVl6eBjfsMe7EqlWrZrARqf83T9611An233rsPVOb8lTRq+R2Y1yQTRwoG/DkeYZBvkEdJl3e3vOnLkuguZMegz4BPhFD8SPXsyYN75PU0ksVJNwF7QiA9mRAsPFdkdhcflt0QRy/S8DOdOfpJodVI1OS88oe/FESooBTx8m8cFTAAiYUN00NoTPvksw42/w/6pGWeRtK9+xmiuqjGmSbyDh0DZWSyKCrl3/x9ZSKL0ssMxMANMGSVLcMIy29cjyHFjyGorsuM0QEuE4Y2fN055Q4O5VGOwK2n2TuyTCpPbsQM6o4Asr7M/10RZxLiPHBhMmEoGFtCKdPVv635BHlcHxigWYbmHccfyiV+6pV7/C1/0d3Kpwnu3YOdMHb2RT83fcRkMCrZ0slX/6Drrjk+IpBKj5B8Lo/syIQQz6z4qZ/iN4WrK9RO/fZtO3VTSgBsuhRl4dmTSxg5ZEWraSOtS+5Z6ncLU+JP0e0nMEc/KQCEYFIqeOj9d5gUWp75UeQq7h0BAIY2uVWWoXwmBjEot0rQ7S4Ki9EMELkS6PoCz+RbMnQLKmiKY6yJKQ2M70mCdI0vTqHHNlYZyjKgZIk16lFpyTZVNoItFmsT6Bo898ySVyJJmUbQNRVrWKlrmKZLuZxP5grJdA0+GYEwWNi1I0Zevg64IpaQL0x4DnRTDdpMnmbPoKsdhBrA63cC5Ka/sPmBAT4QjFu0NZlKClFHuBGE24XEfuZKkLj9VFWIC8t+/YJ0iOlgf9FQW7EyDs+AJwSeDnKEMCY7JY6wndRvOyW5Sgjm1iCEPnBv2CdVPvpB49c997TgOMqYwhwbpNDqZgGeGPrsHUokMDIqQMd43BmFzrPToROj6xOd3HhhXhfCE4PFkLedMjGo6e4PIiLRg2emCY1YODmgRhkBjpNBWeI4zLixjBzswJu6CfJ1F2Lv3KvrziOUQ2rIIyYafFGDF/qIDawBu+Ki9qb+3HZWbk+aHrJrtSEerXDe9M4QGbBRZhvD1IHEwrSY2MdZRKUaQGPPmwjBOiAaRc8icudWwsY49JprH5Z+VTbvUGrFCVSEEJtrLBtzjpjIgGzv4dnWBYqbJwmxj+lomOaUkl1hLyGOHkJwU0lkX5EA+S09GlRGdec6yRU3humro8EcI6RAJjay4oCJuRa9CNxuIOePTJlGYmJJRZ4BJ18unQp5xINv7DeMGAQKhkQk1IhE9TFgIj21PiX2SzqWBHm5DCCCcpOqlF6Y7SoS5PMIyMBcBI94Hks0oaDGouFo266Wg9BuJQtf/uxcSAB0Bpd435IDfa43rbxAw0TLlHwe961TRXBXcakuM5bj1gqYtdWtAuJEQN4gAiIbd/Fd/hXALRCzLCOFUXDTk8lMWJYO0i2mM+al+OcCygSsKIDZu6jMIG6fqSV/HFdFCEJyJMc3DSGUsEwIbk1AHx1BsByNrxEGw2EmmWOEFKagSFEMIGBgxw6JPVC5dYgcj/b8oSBF/jQcigwbLQTY9vMUustGym4eFHDXimFrDJSWhNQddhsVsYUYAD7nABAxwKvdl4UBO7uXMckdtSo5/ZFglw/UiEToXIMUcLfeo04LOaAoduVbF6RobsxDJMFF0tueGHw0ZxPbeb8VcFOkTdBnE3cO0bPVKbP3BODAn8NrT76yzzrxoTPWLWVwd4vG9QE0lleNGmJaWulm3lQQ78keBnqwf4H/fnGDEOp1iCKnNSXExGOqRhCvevvQVuHtAU9ATBgDpuic69Eawb/PHCOkwC1crXrAn1tbwGmrmQKAev6G9Romg1vSRUnRyaTSUA2o7DZRhegM5gx8CCoxcKP0kPnUc6kWWa54GZYk4jh19OF97nC+OF04K3VHEkAL+ExEcCMH5Hfe1uoP5YldEOjAvzGCMBVtgboeQaScsVo2MUyFOgEAAl+XH8tDJfBGXapMKmGCdclv0pMJgFVUwK/sqbASvWscOZy7VkKTQmsBxZ7IJ6FcW8E687eXLZ7kySLqPmC4LpaOQG1XfdWMwV2BncLX12UHEEcIg06OdgCKLF5gDou+QvFxw3XkFeMtcbcz5CcD/UnmGCGFCbWuMq2W3EKLbG+Ll/QciYG9KFCDiCFx3z3zjV5ZIQVQM5oV0ATKO1+PIbDGafJCUmx7KMpidaxuFW8yvqbgzr06uphPG1bX4xeblzdyQAEYU9ZIAJaIcl0G2evzmPMe1siFSYTT74BFe1qNDFD9yb4a2Ln6kixhCjrVGQGamuA5e0RRlsTk/RMwWxgGeOIBBXe18KBMPfs5s3R62dZUlke9fbe91NkRQSXvv9nriPzZ19xaJgK8ytF6wBfWmfwGIeR3dx5BKBLnn9ykuENlI4Trc2fSCmlq+m16OrLmGCEFZt3Ym+qpfUJuKbzHvgsDFjU49d9tCQVhRpi8EeTzCF0YAeyDM7bDxnYNSXfGIYn7EIwtLo/REVFCN+Vkl+0BfJo1AeU7BIni6EkluuBVT5p3bwr78zkUer2wRqkeJKXuK3lEAp3QAtY2jURO1juMkUrehssNLm+b8tNRpKVr5MFIz7NmAieGiMmL7hzK+Qp1i3WS8yXoBtTEQGUieqBMgpopAHWwG+ddRDoK4l1JtoVUghwKV8l0u49Ib0uTB/8mvDGI6/uYwmmUAeA1He5Oo3C1he5Gqr93LuauccaF5W7HkVTuOiNghv1bBoLqv/oPlVp7TS0SUF2je9/UUZOohs3RTwoGGmZRI1lpCdR7VX8EOiSihk4H6bD1hyxHv5UA861iMqmMxRpNSqkDctUlEXmkVEAf2Z9eG50EbjuqSPlYUFL3LnYRIOVto6VHl93poj1LblY4UZIrDNXGr/74XaKsGgns0jsG1OZ0ERdFokYupFvqRiv6+U+WR4Tj7lQqQsGNMkN5yZOgg2adt8i6VcZPUZVedkD3ELTarWN+MgBrMuIuofArcdQA5PCZHEIYG32YP9KBCKNUi0S6UBo5PZTfUc2acL1bAf6446f8urMCKOTgFpndojK5ufMITBgF+Ln8yyK1P6jWySPg5nUCjo/8e3fOA/eyBkLoIYgJ5hgghT7LVNArkgbDYbWwzGEU+GHEwucSTFb253b9qI94xsEgqOs583mGzhfvTNJYSu9TzwkkA5FCFDrd040qYAfaqoYdpqccOagqEe+Sf+b6aJ14EsR0CsrCshZBcWkj4dEAkX3Zelrc7byEjUxIP2tE7OaYpuR3q/01Fmhsr1eTHNDrptaldCnTWoZB2cqhEEZr22hNMPDfJ2idMM46GBnA+ylxJUsDp1friCv3uh8AC8wVgutOfFaAJn8tQuCefkcC4sljTCQAlLMGEwihd6cRp4WBPY4OUMspo4PgD/Wzn9IKMjh+Nq06PmCOflIAUEggv4ZOWeelgL2BkoY1cBFUIwae7GVwUzDmiFzBZLdwHsKdcchx8nRTiYBuYB3lqRe9MjuTmPWiUXYmdb0aFZXtpYCw+ontVDW2bIxZwfk5Td2LJIIOwLqL8Hy2uRtTKVCZhpfC05adROYENil7Es0XThini4rVMiR7Szza0KDqpYXlifMnVryS/mh4rt6TaPJ+uBziZ2RZjoF5qkA7EkyTJOI7PVck30cAXhQpWX7jTiB+Ll80C2HoYjsjBFWlZ/3AgawCu7rrZYnsroDdRxRMCDFtfb35Vh4MvjfCS++Lt5uOE9z1XVOZ66+/Hs9//vOxY8cOpJRw1VVX9fp9wxvegJQSfv/3f9/Z33333bjwwguxadMmbNmyBRdddBEOHDjg/Nx000142tOehvXr1+O0007Du971rrWq2jBMs63MneDWKlAhN5sL7CqKu1ZXBLESAvDMHypcHNrGe1jsmT4YbvOneTrFXfur9jTXyj0oP99K9qwnN1q2C9lWYSMDT+xN6q/dpJlBa0T2uTdrz3PFznbJjMjd/hJkjv7IbTwX3by7zGk8yf9VYVLRx4Xr06fHPsYx8nFgRDrONfQL6WvKn2vE30p/Kr+xDLRs/LeWfXm2dhlZPUlUX0KTjPUshbpZ6jy961RQPnRmYcZd27A6r1M87B7IoXxyU8p1KwOE4H5R3ltbT5O1Y2osYdRTgiiWkA7mj/GGZVVRHpZZ80jhvvvuwxOf+ES89rWvxYtf/OJef5/85CfxpS99CTt27KjcLrzwQtx55524+uqrsby8jNe85jV4/etfjz/90z8FAOzfvx/PetazsHPnTnzwgx/EN7/5Tbz2ta/Fli1b8PrXv36tKvsCi6MDANbPoR0gcTBhvSMNE4f3VtCtnn+OI/dcO9nJZOX+ffan4QD9XgLyM59/6Hq8tLaQ585tURllNxLGZWqp9L67ueduXcF/f8H86MdzgDLS0GszOKmaizlJsRPd6hy7nmTseaac4VoIcR43yzRiEeTFdy4PbYihaNwUFAtCbvC+OZs/GyWSf3bXBDEYMuCF3rqTwW7kvxPL9QntNQGSwWcBXO+dw1h8ZXqo2hZq8nyaeFFcwZ/LWChsr4kkwPZsF/LIff2M68O4dIZ82EwSYb3JX2DHUzI16Bfyym58aA3F3k0NjU2BUgd4xIo6jK+HXGmzzkQOEzPW0hIa6JRmzaTwnOc8B895znMG/fzLv/wL3vjGN+Kv//qv8bznPc+5ffvb38ZnPvMZfPWrX8WTnvQkAMAf/uEf4rnPfS7+x//4H9ixYwc++tGPYmlpCR/60IewsLCAxz3ucdi1axfe8573HB4pAAEIECpuyEydtiFmsA/shMIyYXHy2QBEG7EQ0GVi4F0rGi03ZVuoRrdGIFJE5H9ljSATg60f+N1IhZSyGkm6nme+BsMqZQYKHoJLbpBIKOsQnDecrfTCz5NMWWSnd81aJbWcxww8KbeTOqrkGySzPHnUz5w6v0FMZ5+pW+uBU96EwZ0VUIDhNLJjzm8Ea5cEAmNewurckk9XjsNdZw3Kr9TQPbXDmE4xHg3D7hR/RYpREYq/aoJCdpx3XG5KCLYLqYwO3JQPit/WyFtPL7u4DPQ9MQAqv58QUgv0zQ8vKouz57SDZYLibXVEzAtjV4x/jWyQzZqnjyaZ8XiMV77ylXjzm9+Mxz3ucZX7DTfcgC1bthghAMDOnTsxGo3w5S9/2fycf/75WFhYMD8XXHABbrnlFtxzzz3NeA8dOoT9+/e7PwBtZpVYaOZAYXzlKgUr/TJi4drilVCFqiui64lwRctDYlCF5HnT1oc/NC5vByfLLbaNgbQKuDlZcy+/fj5WnF1pfPD5wFnPDb5heGkG/IcCWjYFQsBrbjSd5P40XEp2j7+bConTUnEaJ/E7BqaFUKZvqEeuYcdzqRCGTr3MDcjMdtC/VN6dPqkOCzfVlNy0Exr+7exAT/qNXzVPAUdYjgiovN1zAOqqbjDY8zSPbR0Nf9Y+KJyBfanT4DbCU0x2G2puF2zn2mtpF76NEmlUoO7/2oTA+SLevY8QKiwLeHWEzBFfaP7v//2/Y35+Hr/927/ddN+9ezdOOeUUr8T8PLZu3Yrdu3ebnzPPPNP52bZtm7mdeOKJldwrrrgC73znO9tK2dA/2kMpH1ar1a8WiAunu3zUPoZDaTFBrh9IqN94Q2rnv1zLkN+pi2aX5KXiJkDRS0cP2R9G8UM7ebRh207LHUq2O0mnoMKCZJIOQGzqKstVzVFyw9VRzZJmvU0UNpF/oWwMIhNQFpITBygKaHbadJb1aEt5dHaFrdxUExstxriTSe372qMUnaw8NV4LFkYKbELv3MQyCLteO5VFmhCO3t25B4rbJatHl6Y9E0BMU4MsXGeEw7G72seOjf0S+Lv5dzgSAMI6G8ft7HLYyo+YLhVJkM5Rh9a6gwN5cm+ODphQqu3xdb5Xmc66TzBHlBRuvPFGvO9978PXv/71bhrjp2guv/xyXHrppfa+f/9+nHbaaf0BGC2abqn2Jw3vzi9KbVYAovC2TTK0pO7UM9nT2oGPtCBl2fqaJeftq0DZUQQIbTvNU0tat2y7KxzpuKSB9vgroIxDVgjtbKJUccWsDr3FfKwCF7vmQacAxCkBkg/0cfbzlAMlqqignjK4VOtGLdMihZhmk+NB2h2+i+DcMj35wltGnYyQZ1FOe+qIyKBFBEPvQ4aBfYI7fzcZKEDPz9XolcC2HsmG+KtReIkzni2AwC1IaxwOVKNMSpOfXgrhQb8uL6J9IISW/xQqR4tImrImmyNKCn/7t3+LPXv24PTTTze71dVVvOlNb8Lv//7v4/vf/z62b9+OPXv2uHArKyu4++67sX37dgDA9u3bcddddzk/+q5+ollcXMTi4uLhK983mgAIQQJIm1WDvVP71wASRUzpUWUi0BtR1W+TWGCALSkD/BjACOUgnJSDbkxQ1rsnYuh0a32kh4gn5kAGUlsil7LeoNmiZipiiJWXs5T8Ry4XyenWRWKTRQcAuWygpFrioQFDEd5qTAwOkwy3V05fqELtUQJ5oEle8x/C9G4hJfk6IrDy0pFFQ14lF6XM+V0P1080oc4XwEZZICYSd2QAfW706MGEEQGZFqDHQUmTISGeAPwx7XH6l8NA42eiEC+zjxi0nfXVucquAfbThp1gjigpvPKVr8TOnTud3QUXXIBXvvKVeM1rXgMAOO+887B3717ceOONOOeccwAA1157LcbjMc4991zz85a3vAXLy8tYt24dAODqq6/GWWed1Zw6msoYkgbwBgioJhEDrNLZ+WTX4tmDdue1FWR3JpiokwJz6bKWQQqNGsp3nQmwx5JP8HbyyhRPOFRFJGJJZtWybAN3A5R8FiCl8H0GfvYf/Sm6F4vE2RaJYchQRC0gdeCvxSh+iqzzKKVYhhqVgjGDksbB5xT6Gl0E/obOvSOEht8qXIw/oR/cU65J2Z0vCOQpJLON7YKsYwe1yjMOKsWu2lHkAD74pfUtDZMAt9W6lxAG3Iwk1I6/s1yt9RHBZH3hZAdCMP8M1hyGK28dp8tEl6dDqD4J8YP7lG1tzaRw4MAB3HrrrfZ+2223YdeuXdi6dStOP/10nHTSSc7/unXrsH37dpx11lkAgLPPPhvPfvaz8brXvQ4f/OAHsby8jEsuuQQve9nLbPvqK17xCrzzne/ERRddhMsuuww333wz3ve+9+G9733vWtVtmIhEjIjkPEQQ6NYWAG3YITAjnltBLSAOBipXeHlNQRu4zoEjrDPkrq2Sg999JAYEZc1ArGeYgOI31/wuuQocuTXE7/ZmPWz7Z+S4VOtp8YVc52UbF0HLRABv9IRZj8i3BoJKFKaQON5mYPLMBj+y4MQwEFJRx81oQ0ks23AH0tgK09DT73AKbiN653RSWTognGTIb7V4rO4t8kCc8mmEqXrwKBspoj0vGjs9ekYWumlD9YpgT99UYL1Mjtl5QojEUU8bBZmcH1XeBdJpbaUeMq14JnFINmsmha997Wt4xjOeYe86j//qV78aH/nIR6aS8dGPfhSXXHIJnvnMZ2I0GuElL3kJ/uAP/sDcN2/ejL/5m7/BxRdfjHPOOQcnn3wy3va2tx3mdlSpM9bQAyGDA3yxG59odq1H/YYWrcTi0EO7Y4pEfWFamFMmcIT0ZRDmUxGQVG5Mha4tMFlkWtLzClkv3fpoeqr/hHLdgUi+nwnljiMCZKvhiSefYnrAM1ptEytx6nlWUgp+3VRdCMcjCVfcSWrRTBwUnz473s+/Vs0CGyphuGRGgG/oWxQs9tV0kNWvWobhSfQS8w2oRzCl79AEfvfH/skuhYLQHUWcrrj7rSYFBX+Sp37iPUZOroT1A6G4pcgG7BI7Pz2T/UBcGHtWmY6Q9LmHEKL+EAoz5D8QFenXDHcYJon8hBIepmb//v3YvHkzdu74TcyP8lpD7EXxO/XKu/fY20p1mGxfN6JU/6bGe27EPLQHN2w+3ctuicCMZJWeYLJ1BPvwugFWkVfdcW/harfaL5wOAtT36MO/932c3Xr6IRsZsCtDMgwAAmhWvdBo2D1ydKVI22KS/KbpZcEBw3mqFgN546In0pFgJdVL412tpfZnu9HoKpJSFmFHEclzC8YEnnFrc3XugLeeAgTqaBAKAW/z05lECEogvHU8AHzvF9MszVIDeYM8XGcTPv7ip1F5op1EuyAnhF2RJXz2Xz6Iffv2YdOmTT0ej5m7j3oMI5EWlNt1xC0xv3OB6tRNnKM1vw0ZZhSFGruPVLaUXquELmbK/0Uk34Sat8vm+G0MYdtSLQT13v2aQ7du0BGJuWkeJSlXdWdyKLtypfMzTuWu/ZBKpK7yl7gp20GyOGxqtI0hQC1Zau+9ZMPyyVPJC3oPIFuVdzQEmo3z0eCxCJ9jd5pyfkxLjCh53coH9jRIuK1MI7dSJwuAR8KoevISwreAHCRv3A5fev0UFqhvN1VdGPQtrpoMHKgLylXbrZ5+XOuowLnEMbTInGLcQ6bp3CCJpreg9wRz7JACt+4+02qEfnIa1QjCyCQEZGJQoQmuUsRrNYAy7x8Jyy2WalSiJ6PNwgWySaIM1iYrg7xdQKeEIeh2PtkVGEJcWU4Vx8VrO98wyiQUQTmrZVMXbs4o7hji9JXkuMXhkA1VOPh3kYY9i6p64V7/VrjgrQpnOrciduAcE0OyejiikhPcPGE3iKuV15WQBi8F8LcmoeAbe6qCMiII8m3KR+2ZLMJZhM6/FH88/QO0r7t2YcphTtMrgjZlQ0cePYAbp4uCnf1WheUJwQtdgxF6mCr42uM4NkhhGkIwIwW94lCwIgSyawGPcw8eeskhLtQWP1pRLWiejkkC6CGs7soK3WZKdlUdb601ABh3RIH87LqFSmw6MkiFejr/AN+9pH5cj53BHfDXbXB251/O0rhrKJwr7C/igaJvbrmMPWzUlOuAfYh0iDgH9ZqyvzLRUH63mYSik6BX8kDcqyITQzwIxv7jYjK3BwfkJM8AHL7HDyISp6M/5a+Nw60vaNxGPOLd1A4ljLPjdMerNBD8tghBxPtFnc9VPNV7kNEinRjfQPkPmWODFNhwhtVNnRHX96Bazyov9TlyfKmuZE2TwZo39juCSuXH0KgsNbtGkUEbekGXJVfPL4SRAgCBdMSQYNNJBupjgX0hTrkztyqRlAmpZKRlTTwZrWRh2d1RC3++MuV0xxm3uJvX53Wd/b32PSBemdB7tyyn0UBEzkhoArT1GgjTq1Akwh45zjqCP4V1owED0p5oK0AkWUoQId74wRvrvERC0TB2m6nXEUDvFFG1XtAghoq4mCw4HWNPIs4x6Nq/+NsmhhTlNZ85fIOUWjKmJZcpzbFBCtZwpbbrAxLXjSIkImAtXjP6CVDmkGkBmonB6QNf+Drm5+svGC4yEZSgPgFdz5/TowQDPw+eka3cuNqlq5xM5imiHN56eChdO1p8TkncZXnGuTk+Rw6UvQo2GFFPL3VxlE+QluzXsClkDRdRBM5mh6m33Mn09e65GqWSHS1Qrgihj4wsr8jrUE+vYd+LAZwHrC/Hpf56SCGCqjUnFSzwoGeyGiOCBH//kNRxxAVoAI2RQiCJsbdjYK+mi+Izg77+cR5Z2/bE4sKzHdB4b5AFx+H8NwhhmkKfct1gyBwbpAC0M4vn/RnFgFIIVQ+LWwII6AsxqIDExMA6uFEAoaMbGWSQB8if6phBPemHdLTVx6+7ZX/0qU9E4Fc3JQn4OMqbulQ3MVEW+fuQLGmBHOyabopF8sEkF7umKwF2m2ksIlc2DSAlEIscP9iTmkQYE7yl+BDJZArZ0/BWK05HLCTM9Yu0ypC9A2cr8SwnAruU8m27i4szUdl2742dQk5GTRjcu3d6VCOFFhmQTLAfCTqw/5KWFPwWgA/kEQsg+xmcLoph+twmVZojQAjAsUQKh2uaLZOA3FkrKg0Gbsjp99eLXQZ2/rRugWQfzl2y585alGstDCg0Xm3BQn6U7Ey/xidG6cW4jGT2xZeo7rs0CMo0lUkqPD5VW5Cg21raj0vAYYSPsqYdofTFEe2zXjEfm5XHwDL/ap9C2I1zuYSrtpcK+WHQi6DN9ihlOokQir5EEEG2Wx+o0uiQuiKsAvKBTMLUkXai6srj/VWZzYTQKghraK1wA+8t+yNECMCMFMC97MFhftWYg0VrIRrUm4qjBLe9VUG9Ib8qa42H3CsQachPNTFU9dG4paxplFFFHCVk8Q3i0CkrzVMH9mOU7z84Bir6M5Ylci/8KfYOJJ8dfW0j8GECymdJh0YfnL3i36Nsl+0DOlRCGFD1vY84WsID0Df9MsgF+zJSaAiXhn8CcFdOAAEsxRvA3LLcAXMB/ainH1F42UYUFpfkMFTpWusHRjR9wB7bd50vbbsWEYU4bHjWkkEWVWPrMUeQEIBjhRSqxeXo3rYupieMtcaewApgsXLx9RE8z+6FF8W0FWmlExRysccgh0mKJtrbu5vao5UO1xO459QCvTiNYJIS3+NE0nmXEgm0RckEOzHtesEpCMrdYt7Ga3EEv631CJ3SsO8JcJah2DHg95mkt8dGf5zNWWYTgxoNv0k+qP312mkYCtc3jdHcPdTw66eJAgtWPX6KVxehQxr8ITZpEBDVPSdfnwPgt4A+gjVPETndg8xUtmS7sAiWDPKVIeyxsqZOYAXoifyOh8kg6mHvPcoMYlwxRz8prI6BkU5oDlDuUItnd8PRVOx7RxXJyrg8pPpOoUoGvafUXV7HjY/9Zj0KiCbTKTXS5RaNAfsAC+urn3S0k8qkFscpKYcPbuUrXiqPwnPYbCcAZI4bAwKqwHTkuArfiA32OL1xu2U0rZtFjeDMrmwF7jVULim/x8VcvndIRi1llLBR6hQBoKVNYPPxfRfqJbfZoBFPBHslRAZTobS4z1fmIJaukDfsnmXyt5AtPtVTUIM9iv8ElGu1AwE0dwnZ2QeSMxbYrqk4dWR6i1+MNlXJ3zhsryI57ezm/JRATPpPez3BraVjlNusl4Gs2MSbYnvM0U8KoRfR31iknxh4MXrccDeSECpneldPKXU1eezjqb49YSSRP6bjvj+cHLjyBHLZ4VMIzIFM56uESfnDO2PSTf3rKemYVPWXdwbJatm22rmL3cAKlKu4oVmSShJA9iLAeL4Nluy5te5AOQNbHqU8TdrmmJxCHFZk6t+8URmq/lwHEpqKCLurTAVfbpzZr4FoAnTHFxNSol1fblqF0lCNCEIaLcoAhpV9JA4ROkXMciR/nCmZP+JpB9puR5DlQ5FjOjpyEp8WlgUpW62lIceAU+WJk6F+lHvrHUsB0FVuCnZm1QLwHvBuTGPVHf4GgE9r19fxnXKa6agnBSkwgeRKdWJAXwGqeRND//IrjbBTxdUgpFxTu6srQou3eQp4JFN7wNzc0oL6o204nbvq36F1kry1NfZo1Y3Trd1Jnr4iELXbWZOCLSMs/VDjb+6pD+2oKo74znqQnyHTBNJWsUySN13bM78tMaGYat1a8VHR97m7XnSIr4BrCNOI229PJQ+OUGpCaBGLj6sAqVatKh3W1qROUySESYXB4XlqqBUsxRef7pbsI2pClJ0dKXWE1haOelJg0+Es18jY4hmcAyL0hWNuOGKKEuopMbA+TkUlg2xRHXoje6c0oNd5VusMGnRMiEUrtGWBkXcidY6ut66ypHXnkffDwM88A/MVrvkI3FIRhYgbgeUOuAvDo47iqRJbrZk4HUK/wERRFk9DNgqe4vQjUGVFWV4ciURj4AhXhx04p+hPnwlcHVEU+2jqLaHqT6o440Gwkk+hYJzehTSmIgQJ7lxGnElxJPETmSMho2V6gOYI488xRQpAsz0dAaFaOyPwMmJku757GhjITSbNLTC6WMOKZBDjzSIjqaghFGotQCcVgADi5lP/s59wbkE6PVN8T8hcVkZDXTITq96Fymr57bc1iBpIWBhGgFSTAGVj1Y6DDnGnjTvzEIQyCXCOu5FQUIK3eEojTJRfjSIo7R6QqT5UoJ+9BwBvXi9hz8WNZZlpLBbXO5KG3sPhM6eHB/l4g6pbbI4FKiQoujP5sD8eeVemEt7jJMF+GvSeEuHdkPXIscLRTwpDedXAyYlhaL5/UBZXAO7N81RQa6sKAz5Z20E1FyeRi5tOitTX9ZrFNZSIar7PD1EdxJJQvvamdCGF51KhlpI+opS8cG09uwQ7sSx8WR81Il3I9j1MsawE+BbXkJqQBYKS124hVsQWsSsATiEnCV8ndigaYK4y+xd6G1WC447Eo/wYvktgRhddCQz11+RRP4TBuQJ2MCgXwhlau7AwY+/YNxppbh1tEUKoJ8W+pY8nEqvc/KtTR86tkRiWaekL3vpIpLke0BPPIP6w+xq7tVPyxtFPCoP51mCFvkWhuL3T770c1oGjEbKoph7Ex8OytQEh7PZxOqcQD8kcC4FNXqfg7ialxc4pBJKy+DXtQvZZXEoon7EMFdjvVCnXa6h851+TPaY8AQIJZM8j2NZXHYFUoJs0cHDLFuIIixjGdfUpbMg+HqE05/9jfnA6I9iHPCgAqu9UJxnwrL4ocDZ0Ua9jnxeqN+8Ucl0AJhIGX65nrAaC3ypN4dI68q9h44illzTcYjbnDYG9jS5UXiCEkD9gfy7/spyW27SoG9O6FnMYQUo6pgt89JPCT7L4EuY8q7WEOOUztVz9x3MgjXiqipd7/WzbWhcpXoscJpi8TqEe4rcafPDAMqqebldVYE80BcWAQ8l0u660x5+v5uhGDj6Pkm6NDWUYt9VmqiqKU9r1EF11xoHNGHZiGpomlZsQygPezSth2dhHDFVWOz0VtKQAvr4z4BrAistjri8FcDWcr2d8eZ0RgqDcLZRFuU1u8YbSCmh9uqorJuhHz6T0kkED/Fsk4cNwvSvv/tyC+PB9awgDPfvWmY4KK6Jbk0QmxBvl9OLMBLmxkzTBHP2kMOn8AUCNbEqZUxONhAbL8UQw13+KDqlBRPqu8/BBF0HZMSRAmXyOSigypRwVfeSH4wiKCyNXItUE3RSQlGu4m9nAH+DJqNpdpEedf06vjcYUmTgsoWTY4mujDEtmKQeRupBtdIG+YhLnXkkIvBnT3juKYJDmX0E3GlP/EvxyfSUAL3Ib8/qIcZMfm1YLhAIpp76FiITB3MXRGEHEkQLHH0YrRohSfpN6sHwIRAHv35GPcNgWUDfCgPy6NqnpWysh0MMgbAT3wemmKeLt8zeFOfpJIWZ06GG63s7EaaAA0hS+7PpBAyR65LaGrW5rKbV6h8BlxGDNxtCE/HKFrxQjgBe/VNw2fMlFaC8p5bMOGlsDeMe82pBHV0I3sIqed6A41C2JWypJSR21SILWSbPBk0kXpEFaKGRR9SEoqxgezNukXpgUL83+Sa26i7cXUNUPVyHy3zvX3wibMmkm9sPh+TxBi4Qqtx5y4AB2Q2qjDfC6QWy/kZBaawUtP1U8jXhb8vRFq00fcE8L0C0jMbOm8TuFe7Vvezpz9JNCi4H7Rg8MxIN+UPfg2a6P0bXr6TsfE3QvAGpCqm2ooJEDCW0tYiugguQ1ySGOVJj8QOsO6laISoJoTXfXM6Q1CU7KKMssGVV0ESUHzhYpxeT3rtJgpyCyXR/eSLoji1gexvWpygpSst+Iyp6ygeby0xzoPU2txaEYlvOy2kHUF0aCfQXkBITmpwfEEdxaBIRi5/wL2ZluJMe51f4R/SNcQNfXFiOpVG5S5+E0hBANkxVb9unVK6SBN5PMYU6dHwOkkI01+EYvtvY0QdYUI4qWP0FBwVjQlb8gz8kKgG1AEg66OXTmaIXyggGLySF+zyGnh9JWvgTn05O4QWZ5ZZzAp179/UbWW01iwW09IAO8WNwUjnSs1htcUXgZ1iONi9yc9YnCDuBzogfhfNCTwCNG2EZclAf9nvpGALpGlP2EaRmOoiKARnTtEUG46roJbLAMT+E96tN7dxGlyenTK0/dwi2oTi8Jv0N+gqLNfJoWlPO/ynuiNjhJhmbCdFEeCXNskMLUGVqdt+3x1gf6jd5Dsn8aBWyuv286wblThR48bNejB28jdZU5lXhcI0gFeXhkw/ExB2SAKKei4XXK6am2q2bHgvedfkoEZRQhpV3pDiFbpOY0FpV5622if+adiEf1EOqVS5AXsyca3uXTkUgBGOu5j+EIMEWZUmQ1CYP1oHJ3V0IEnZrg5+II9cHN/zeIQ+9A0qBBdmtUkPru2xHU9xSx3EgI8PalXYAIoUVU0gjb44fkNtcOojwA1Xa3SaOLiAetMEN2h9n7X4s5NkjBGQLCpBMUR0IsAbSrOA3w5wYZet/m7nr8LuBgvM0P+7RGLFU3MhEhAYBfQ/DtLfZ0+IxDzxwMuzhuSPaZT/0MqI0KqAEZeBhH+UNyPrmUXh4daTqDDp0zARGTogFxfm/JJrCO01wKinYHVAX6oZffaPSGJU4XKo0W+BMhtQRWAJ4LuJoC4jBENHX4oINgEFiraSIC+Wqk4qpvkClUN6IOrJereA2/1RQW2Q3NDLRGQoPttWFfNRkSJBr/YaAUY8sazLFBCjFjWmzdF2ZShWjuDppWTqzg4kGr8uPJrBmHxF1D1Te0fM9TRwvNypOqt0qWU7axGO0aYXK9aKQE+2Yv0J1joPbQWni26SRnX9LkACKMJmyUYbLMyae1JMeZrngCYQSA0lGMvat3vTKk2UYbwKKGBowFiAWF+ft296CAdysqB5JBjtB7S54CZgTsCqDpGXFwJpW7J6UesI3pcoQSMsHyit2mIYQoZ8I723Gck8I4PQf8a+dyEsC33A+DGI5+UojsrT1RYBDwzXsE6qrXL9TLxkABiPsxZayV0Sgjjjg4rkmVI1aCpHcnocTlSKZSCr3olQA931CfbfBEVLgrg7DzT0CU30W/2ctbcUUK9mncvL00519rfrs6n6CjDCv60ONXRBMOH5Kf1GHAmG4BIHkaLvpvvoTOQZZTsrxVn+CBu0e+JxEPPn2H0tx8veahlFP21fSNRFIJIE8g6tagmiMV8huny0L+9IJyFEfpS8242qTh4ugTXjn1FfzACCC248OdNpqNFHqMNJ4ntO1+QY2AXCF75/gboM9hQfZDpGU9tNRWp3cqKj+76SyqwJH4qoqfXBifhAD4Ot9B5GPTSz1kkoD88R3STVW3aT6vb3IEQfI0irCY1y1VFCIuwM0xZtmct67ODDQyHn1Ubu3tvn7BnE0LiOAaeaWOG720AL68T71QbL8NYBZBGtVhlV/r3r44mdVV1y1/Fr5x0K2KQ/rDN/w4gm0RWHNEQLr2vvfIrWRqQ3qQAP8wieTYIIWWscJMjRbc8j9lBlMvtzm1ZFMdPYDf59bUvfxUaxNOX5pQirsemIjcM+AOvsWDZNQDrgDfgvX4VSAvp8u6AEJXX+TwQvokTluC//CMZVtJn61JZDXcwnVKVXs0GTT95PI8wV3/EZ19sWWyE0saqu9muMBF7yYXqUWLrAIz1h/LaYAW1390aW7u3uH8idNCAv/hlkgGLYBmHVt+nY49W1r7pnMCMfkCEhdHc5qoT36Mx1s2Cqo4TbBo2/Xp9lMyxy4pqJmSEPrKvc//cDwDUrTiMmJZBZ8QboJyde8wrzc0iQFo707K8bS2sSY93xA8G4gFAEno/Csx2FXdBfXy5ITpJjSySvRuWM47h4gEilpZoiMfuINfpmLcqiqoD8opyLE/JifRdHQehJx7Tci2Es/A+kG0lNgTB40keK1BnBcFz3ZPv9gpqAqTcgusAyn568/7yWPyyWFOT5QXWmsT6B8C0J2SEx606KeMa0YKE8wRKbNJ5xqaEQeUd2QR/DAIhTl5UM+2EUnp56eGTAVVAP6zZDxPQuQA6x+7OEyvCJwZnGScgJFSVIWu5V2EOCvlS/6opxvXITSoApcyh1cZQPJTLZZUAULRxaXbCLx89bcD8SRldGL+xWcvR6fZHEYclWkRAojgiABsACT0ov51k4K6teLiLaQsC/1h3BpAoo0ICtQN4DfSdCNnDpc9iA/nfht2ydoUhZ04BYOeEUAgXPcc2tCazBT6HA4qrSHcjBTWYNYM7QzKaw89QTY/BPLgKZAKXwnM83upuy2CiREmIganCAzAWmpWL96/9vJdDzGhXtdV9fNNrPX2W8A2qxI5+iugki+Nnt4/gPI9ZW3nQyDSch8Xsmve4d+jgtnpSIfXEvpU4KowDuCKAvyt+DtC6AfL3pPGRlY1wMfPahaQp3BKRIEsTRZ/6GkthODSxqNkKoBekg2yBEXBnrQ6zy0A7q03of3IkN/sv28jykCQtRDJjBTWYLo2SoWypoD6HFsOyDHa9wlryO21zO9987Ap+LURAYjUYjjq1gpCJWViIfC1HnpDN3T5Ktz4sntZv04+9ap+qOzS2rWR4kiguBsZ9pgU5swLCSUXf9fuctoNmAkYR1QujUZaTRWlIrP9wZgYAATQpQhaQG5uFXB5/4kdIvhnoJVxCF+pFUCSr23haSwuWI4LIQ1MMC3j6iByHEMgjtBkpEf2BDI5HFNhwVoFU15OimoNUo9tUnANgysSenHCiAGYjhx4KoftNDzr0DgJTMhLOsc0lCQ4+RzHoKoKvnpNhkaZalmWJo07lfdqvCyVFXtz0DzOaFo1DD8i0fAy5heNKyGtik8rr0PEwY2eXSB3qg2kX0ljao6QNGsa4G3TIbEOhORFkZaMAp4WZJoW7qZ4GuBvv1THNM6m/yCvwrOhMOy/gHq1FTSCvZNZVZraH603QeA7AlE5cxPvpwWw3AwH876Rzon+2G4CnjSnyIaDACjNasrO7LFNCsAUgNkOAqxh1NBHIpV9UMYRAzwY8wij6nGwjBqYnR9eu0j+dG29vJ79OnlKelnXIdKqoFa/BtfV2sThE+C2r3KaBW47akkq509JX+jc24tEdE3eSxcd6WwgGmURL8Z023y2b/NN/kbDEFDWvWoKm/OiK4YGaDTs/EigVXY+jJ/+ysA7Cn5boJjzLTn34KeKL+oTALFKD5Eaoi7Bf+u96Yd0bILvAPD32quw1NBhCp0O06xFymiyF2+uv/56PP/5z8eOHTuQUsJVV11V+fn2t7+NF7zgBdi8eTOOP/54PPnJT8Ydd9xh7gcPHsTFF1+Mk046CRs3bsRLXvIS3HXXXU7GHXfcgec973k47rjjcMopp+DNb34zVlZW1qruZBOHjdJbA6pgXZ1ZQ3abfBakgIy6p+S61bFHg1pX58bvU1Y2lWl/ziG4tf5aMsKf0y/eaBlASLq7c5LOd48b+o3LexJakB2L/xOx65ot7rGXn8bo/gR1WliOSCU/9cSXBJ1b1s3eKZzdndSndw5T6Wt6U3yaxh49XH5yOhDTOnbyk3h5VV406wLH56tqAdtGeWoahuqcq/M5fUxuLq4JRvWo3mVYTp9bHyaYfYsQHlyzln7vmknhvvvuwxOf+ES8//3vb7p/73vfw6/8yq/gMY95DK677jrcdNNNeOtb34r169ebn9/93d/Fpz71Kfz5n/85Pv/5z+MHP/gBXvziF5v76uoqnve852FpaQlf/OIX8b//9//GRz7yEbztbW9bq7o9bBztGlk2ZaHJGvz2mmrWhcGzVTEbFdiRRk8DqsQQGKD2m5BBzMBbZTf0ZUJ1oNpIQ+gRumF+i5SyHAeAlV8CotZfBL4hMiPwdHE7v2pPf+PoJhUReZDXMLUuyclv5WnMX//HBOS+Sqb5ycBO4FfyDJmEuYxDGobyUOLIKVSaZt2metis9+2wvZfhubgHZFUdq0YdZw+D7YrsW0PHnzIZODNl1Enk8LVMKeGTn/wkXvSiF5ndy172Mqxbtw7/5//8n2aYffv24VGPehT+9E//FL/+678OAPjOd76Ds88+GzfccAOe+tSn4q/+6q/w7//9v8cPfvADbNu2DQDwwQ9+EJdddhl++MMfYmFhYaJu+/fvx+bNm/HMk16L+bnFbKuFqfMEE/gzTDf0eS/TDGswk/zrQbf+CKeXa7K4qJP7aa49RFm62FtFkbycPr3cukMIk1K306eV51JeXRw6Q8Rp6cubaEV6Vg2A/fLuo2lMXHLQ5pVC2hpF0RsPE35Mh4JvqxlXgMt61Xo3v1fAwUkP7ZUP3SjrdK/kEfBznk3qZTdAvF5IpgrjOj4TdJtELn1yhuzZbS1Qe6TJQwTLq4dwzQ//GPv27cOmTZt6va55pDBkxuMx/t//+3/4xV/8RVxwwQU45ZRTcO6557opphtvvBHLy8vYuXOn2T3mMY/B6aefjhtuuAEAcMMNN+AJT3iCEQIAXHDBBdi/fz++9a1vNeM+dOgQ9u/f7/4A9DQ46iFNY2JFbDiLCCRXdH7+yQx3B6sIe4K0ejKttFKvTMPF0UKszNYLLb3Jsq899iRbdi338DeW0kPt7dWTX4EfDYyjewyb/6pppzpdSf3F6ZJKX2lPrVSjhDrupozgxj1+N43kpnVCdemR3xxFWd6FPI465WrD0zS+HqDUod4/rqcN/7EOh7gBXz71zqyQ51x/YztxTSEHanhtBK717fUqxf+gyJD2I26m77QeUVLYs2cPDhw4gCuvvBLPfvaz8Td/8zf4tV/7Nbz4xS/G5z//eQDA7t27sbCwgC1btriw27Ztw+7du80PE4K6q1vLXHHFFdi8ebP9nXbaaZ0DF/jU3T1QWH6eHF7i81p6FlXDiDpMaDxVGhsVP8ptgVSrwsfGSfISwtpAzJEIUvYe5BjANOaxg98m+EkAzl7Qkxr0OJ44598HyI04+uf+aS2BQY3XFXrkezBFnYYmWcU1GSW5gfJmeY01g3otYtwmXsRyYvdxF66qA4124epp95AqnUP7GaiGVd02v+J1QPSb/1rypwHwPi9R3pEgg768WQP2HdHdR+Nxt2n5hS98IX73d38XAPCv//W/xhe/+EV88IMfxNOf/vQjGZ0zl19+OS699FJ7379/fyYGLVD2TdMS7uTMGsyUwbo6J+0pJhE070li9yG7Sh49uJtbnSPaFYSmN1ivGJdIPUXD+Sgu0v4onXxdTKdwCfCHzIT+90yFOf1Yt5R9iSs3KQ/dPqjqsr6GfI1D0zBknJpF88oQ6PXGVUS4pMdzGlU+x7LvAwopfpvTQOyximNCPZXqoR9Yq7oK29Q21fRULzE04laBk/ByzaBNbWFSmMMlAs4nndatZE2RtoY5oqRw8sknY35+Ho997GOd/dlnn40vfOELAIDt27djaWkJe/fudaOFu+66C9u3bzc/X/nKV5wM3Z2kfqJZXFzE4uJi062amzbrNZJBqzIdzhUWTqb4X33u274a33svWVMZ05Je8KfgzkSh8TUaLqBXGNg2KrN3W/sdSWm5hPRqL8fWEEp4/lZEmyCiUdKNSU0VoMapCL1+uyKKFsi1zJBzy8019La/yQexptA1kkvOwvrUb8s/ge4Q8Ma4J6W38c4LyInrTVPWQKa4XnMgjallTYOujXiGdFqLqTpofI/WYRJLjzmi00cLCwt48pOfjFtuucXZ/+M//iPOOOMMAMA555yDdevW4ZprrjH3W265BXfccQfOO+88AMB5552Hb37zm9izZ4/5ufrqq7Fp06aKcKYy2rO1rsZPkonDYSfCbzWsO0wzFc73NPJWi5CWbg1d+ypgc6qgey/75rXnFH9ZhpQi4l6fFVtxTxQmcTzsv2/KoG/6hHRQLqimhkRsXr3lZvrR9A14Z5JO7Ujwj8ZUlPg/N82FRjpiGkH+6c9kurJA028p91DGsRyrcEHXqr5E3SXnN9CcNmv9mm6NZ4uH42vJYkvKQM7Tnmofg/gwURd6XktnUrL/1vUWQxtScFhzIGsfKRw4cAC33nqrvd92223YtWsXtm7ditNPPx1vfvOb8dKXvhTnn38+nvGMZ+Azn/kMPvWpT+G6664DAGzevBkXXXQRLr30UmzduhWbNm3CG9/4Rpx33nl46lOfCgB41rOehcc+9rF45StfiXe9613YvXs3/ut//a+4+OKLB0YDh2MEa862CZVj0FmU3Q8jXjatw2mdQzPOZo/feqSki+R3vuqCiaF5nUWIy13AJzay8GMWzQW1yXHqqKEktG5YSEVnqVXg78xZHyABEkcUYj6KZwFiCfaulYgftRR7/rpcAZR4m0jUubj11CBOlJUT6RyyzQOflOIHT8N0+W6qTZruiGTEcTmgCjq7dHG9qeOqL+vj+lnna6Wf/YZ62E6QzyfuNPaRTq+Zws/hNvnUeqE86JGb7P80+lO4tW5Jve666/CMZzyjsn/1q1+Nj3zkIwCAD33oQ7jiiivwz//8zzjrrLPwzne+Ey984QvN78GDB/GmN70JH/vYx3Do0CFccMEF+KM/+iM3NXT77bfjt37rt3Ddddfh+OOPx6tf/WpceeWVmJ+fjsfKltTXlC2proJo5ayay9rM6PBKOrnG0e+rgDdN22jvoDWF1NySCiCN+iv3xG2ka/AP1Hr2GQXrUf5zU1M57r6rQCbp0BfXpBk1dos3uzZkWpgqMLxjc82oR48+sOuLOwIf33jaNNJOkwNbR60lTByNDNXhSQSjMXB8k9I+NFJt2ud/lXNPHgzJ8kLRS1aTZMb1umnDaNSu81Q6U1X3Kaw1rEy5JfUnOqfwcDaOFEZ95xqSb1yHsz7gpqbWGuwwuw6DQBvJLoSxkcUEInH2rV5eY/RRjWCSJxbXlspoRNTfKPmGOhS2LwumOdsRo0HsQaN8wOdImSHw7+GR8t5uogMd7smg03JvgbMbdTAhhDJvTpUMsWmY7uOAQ6pPikdipjbkHU7eTNJvWkJYg+FvhfTmc88ic2q4TUsKx/jdR1zAk7qQ/SKqnTdTiWAAXXu0/fpYVyJH06hMMb5WjyTaa0Alz757jrgXY700JiCyt6ml3MuRHl01nPkRSsMkRM36jgHuOvvLsyW8l95r3dSk5609qHC8GUdSFn0hK3ZLwVtlfhIgkvAw1JNukUKMh6pd//XiXDdD/YmEU10Ome2HyMbp20TunqADxFHdIozJeXskDMXRQUyjjYpUZBDDHI6mxzgpsMng5VpiH+AMjpnr3u6AP5MoQ35j0FaFXYO7+unbBtsE24b8CIMJngAceBermqjy1Xh9UwU2haQCXISNV7anZ+4AVKQWe2BdWnwu1E0s5lLvAAYYAJMGCU7lFmXGtE5LDAO69YFgqzykkGl/MblI+8G4NSLo69i04mwp3BfXtGaS92nyfFL4nqkgl51Z76nUOQwzI4XKNIBM7ScZnv92jaAePfRKW9NoYxrTTEyJq3VDq6ahSSrZX9cVqRPSmsiuen5t2Wkcvpo2YchcLW66r8Oh8UzhKr2p7IrA4Ef177GLZFotvk5wm9QLnbgI3Qe4fQidgr+BeAYAr6wJpIGwA3r3GQLJqm4y+U8ig2nickGE6iil60GYInJmoM23nFoj0yNhZqQAoN3DavUBhypFI4jZDwBzM/gE/2taqNIxfWhATcCVkszYIFz8RAx9ukbrVs+O9cgO5bsOE9LVPLgnBdyrHnRwR3Cu5rcZtBUU4O2Ct6JD0FUj4WvAe3v47D/KgM9znlJpVs8WYFYKB+dWXFmjJsmgnWdDclv2fedyKtmR7FqjvpZu5H9In0qHhIEV+wfHpOSmflK263TSnzXqtAbvxwgpDAB6c2picBKgNgr8VG8Hw/XhKO/I6NEge/S/GqJJSuIrVF+vm3XTBxnIN+efSYcbHesUGu5gHgnsWwut7vm0pMj6WRx9ANKaZsr2Imiz3FCc8Xko/RGIyb+p1QOSQn6HhqOt0ZqZQDCNtLU+rDO1mWbHUN+z849GHk5JRPbc6FAMGR6l/LTM4FrA4a0T9Nf72hwjpDDB8NSDvvd2+xtuQ9iZgvewO6I36Jrr4hoD9K0pNMURQNnUUV+Y2BB1Sif4qyKqQUuJIQWFpKVAnMZpkV9rAdsCT9P7lcBRiYIOAFmfablNtIuNu9WpYe99wMsipCljcKuo1YmennccmfbtVopNqm/6KTWVaPjVeBp2zXfS0UaEQ/7J7kjuThtovtasGu4PxhTSMUIKE3oTcetjBLdJYDttqTQq11CPoHmgay2Lx26UMGVld3FQw41EOWl+u9cfgYWSsdu9RXGJhJyX4gxUa9q9emgetqaOhtISTTxH0dv7Ci04dATKYj7q3i9563VnN9Mhpi+CuRdiM1kBVfyyxIT60iLgaBcJs5ekWiO18N6bDz1E0ud2OP4mxXc4xo2mSxto9wukd8PfkTbHCClMaeJQ0c0papf/MIuhubg54F3/c4PNcgpGN+egprOLbjFpEUAdUfYOEwbiqR6KTO6pmZegV7VFsaw/uGh6W84UZTfpHqnYwxw0DQCNaZ8yaEXuveGi/FoHG3Ux/w7Ns0+ya5HItODtqpPUfvqyeyIot/QYIPAWMUyozlPp0VovqUBfoJ/AnXRk7LAJYI0kNiMFoK48zo5rB/fKgMm1RoO1ub+/551Q9RabGC39QBZNY2q+UmeSaQG7O2kpNYCvxTSnfMgtEkPUBbFEfCa2fcaea6qLtQXo6qfatTTBMLkMcWxf/PTsevscBefNoFqC0kOf4Lfq1JDyrem6mLbWqKOKr2ckVwkWKoOQ+KqtUZtdEzY2Oisa/dqk9LZTI2SdPW2Jb9TJ3u5Ns/PCnqdT/qglBTvFN16qAWXNJtUY0urBeg3Q29q1EiS69SYChX3xSxqiij69I4bot293B4fnKZZps2vCNRYTBZluDTBeS1xTuXc/ZVKqNC/rQSM5G/bd26QGevEWQwUs+TI61DdhiQ/ZkNkAuETS2C1fZ19dOdIEjlZ8BPqthegR3anZ7Py0yJfkTXNWZtI0aBW+Ia/P9OVJ35TtUAeglR4d2TfjSUPF3IWl0UaRwDd89elOAJF1Xlk9lJ2H8++oJYUf//jHAIDP3/PRh1iTmZmZmZmZh4+59957sXnz5l73o5YUtm7dCgC44447BjPgkWj0A0L/9E//NHiHySPRzNL2yDSztD38jYjg3nvvxY4dOwb9HbWkMMrD2s2bNz+iC3LIbNq0aZa2R6CZpe2RaY6GtE3TQT6iH9mZmZmZmZmZmUe2mZHCzMzMzMzMzJg5aklhcXERb3/724/wl9oeHmaWtkemmaXtkWmO5rS1zFH7kZ2ZmZmZmZmZWbs5akcKMzMzMzMzM7N2MyOFmZmZmZmZmTEzI4WZmZmZmZmZMTMjhZmZmZmZmZkxMyOFmZmZmZmZmTFz1JLC+9//fvzsz/4s1q9fj3PPPRdf+cpXHmqVBs0VV1yBJz/5yTjhhBNwyimn4EUvehFuueUW5+dXf/VXkVJyf294wxucnzvuuAPPe97zcNxxx+GUU07Bm9/8ZqysrPw0k1KZd7zjHZXej3nMY8z94MGDuPjii3HSSSdh48aNeMlLXoK77rrLyXg4pgsAfvZnf7ZKW0oJF198MYBHVpldf/31eP7zn48dO3YgpYSrrrrKuYsI3va2t+HUU0/Fhg0bsHPnTnz3u991fu6++25ceOGF2LRpE7Zs2YKLLroIBw4ccH5uuukmPO1pT8P69etx2mmn4V3veteDnbTBtC0vL+Oyyy7DE57wBBx//PHYsWMHXvWqV+EHP/iBk9Eq6yuvvPIhT9sRN3IUmo9//OOysLAgH/rQh+Rb3/qWvO51r5MtW7bIXXfd9VCr1msuuOAC+fCHPyw333yz7Nq1S5773OfK6aefLgcOHDA/T3/60+V1r3ud3Hnnnfa3b98+c19ZWZHHP/7xsnPnTvnGN74hn/70p+Xkk0+Wyy+//KFIkpm3v/3t8rjHPc7p/cMf/tDc3/CGN8hpp50m11xzjXzta1+Tpz71qfJv/+2/NfeHa7pERPbs2ePSdfXVVwsA+dznPicij6wy+/SnPy1vectb5BOf+IQAkE9+8pPO/corr5TNmzfLVVddJX//938vL3jBC+TMM8+UBx54wPw8+9nPlic+8YnypS99Sf72b/9WfuEXfkFe/vKXm/u+fftk27ZtcuGFF8rNN98sH/vYx2TDhg3yP//n/3zI0rZ3717ZuXOn/Nmf/Zl85zvfkRtuuEGe8pSnyDnnnONknHHGGfJ7v/d7riy5fT5UaTvS5qgkhac85Sly8cUX2/vq6qrs2LFDrrjiiodQq7WZPXv2CAD5/Oc/b3ZPf/rT5Xd+53d6w3z605+W0Wgku3fvNrsPfOADsmnTJjl06NCDqe6gefvb3y5PfOITm2579+6VdevWyZ//+Z+b3be//W0BIDfccIOIPHzT1TK/8zu/Iz//8z8v4/FYRB65ZRaBczwey/bt2+Xd73632e3du1cWFxflYx/7mIiI/MM//IMAkK9+9avm56/+6q8kpST/8i//IiIif/RHfyQnnniiS9tll10mZ5111oOcomJahBfNV77yFQEgt99+u9mdccYZ8t73vrc3zMMhbUfCHHXTR0tLS7jxxhuxc+dOsxuNRti5cyduuOGGh1CztZl9+/YBKLe9qvnoRz+Kk08+GY9//ONx+eWX4/777ze3G264AU94whOwbds2s7vggguwf/9+fOtb3/rpKN5jvvvd72LHjh34uZ/7OVx44YW44447AAA33ngjlpeXXXk95jGPwemnn27l9XBOF5ulpSX8yZ/8CV772te6+/MfqWXG5rbbbsPu3btdOW3evBnnnnuuK6ctW7bgSU96kvnZuXMnRqMRvvzlL5uf888/HwsLC+bnggsuwC233IJ77rnnp5SayWbfvn1IKWHLli3O/sorr8RJJ52EX/7lX8a73/1uN833SEnbJHPU3ZL6ox/9CKurq66RAcC2bdvwne985yHSam1mPB7jP//n/4x/9+/+HR7/+Meb/Ste8QqcccYZ2LFjB2666SZcdtlluOWWW/CJT3wCALB79+5mutXtoTLnnnsuPvKRj+Css87CnXfeiXe+85142tOehptvvhm7d+/GwsJC1fi2bdtmOj9c0xXNVVddhb179+I//If/YHaP1DKLRnVp6crldMoppzj3+fl5bN261fk588wzKxnqduKJJz4o+q/FHDx4EJdddhle/vKXu1tRf/u3fxv/5t/8G2zduhVf/OIXcfnll+POO+/Ee97zHgCPjLRNY446UjgazMUXX4ybb74ZX/jCF5z961//ent+whOegFNPPRXPfOYz8b3vfQ8///M//9NWc2rznOc8x55/6Zd+Ceeeey7OOOMM/N//+3+xYcOGh1CzI2v++I//GM95znPcffWP1DI7Vs3y8jJ+4zd+AyKCD3zgA87t0ksvtedf+qVfwsLCAn7zN38TV1xxxVF1L9JRN3108sknY25urtq9ctddd2H79u0PkVbTm0suuQR/+Zd/ic997nN49KMfPej33HPPBQDceuutAIDt27c3061uDxezZcsW/OIv/iJuvfVWbN++HUtLS9i7d6/zw+X1SEjX7bffjs9+9rP4j//xPw76e6SWmeoy1K62b9+OPXv2OPeVlRXcfffdj4iyVEK4/fbbcfXVV0/8dsK5556LlZUVfP/73wfw8E7bWsxRRwoLCws455xzcM0115jdeDzGNddcg/POO+8h1GzYiAguueQSfPKTn8S1115bDUNbZteuXQCAU089FQBw3nnn4Zvf/KZrmFq5H/vYxz4oeh+OOXDgAL73ve/h1FNPxTnnnIN169a58rrllltwxx13WHk9EtL14Q9/GKeccgqe97znDfp7pJbZmWeeie3bt7ty2r9/P7785S+7ctq7dy9uvPFG83PttddiPB4bGZ533nm4/vrrsby8bH6uvvpqnHXWWQ/p9IoSwne/+1189rOfxUknnTQxzK5duzAajWzK7OGatjWbh3ql+8EwH//4x2VxcVE+8pGPyD/8wz/I61//etmyZYvb4fFwM7/1W78lmzdvluuuu85tebv//vtFROTWW2+V3/u935Ovfe1rctttt8lf/MVfyM/93M/J+eefbzJ0e+OznvUs2bVrl3zmM5+RRz3qUQ/51s03velNct1118ltt90mf/d3fyc7d+6Uk08+Wfbs2SMi3ZbU008/Xa699lr52te+Juedd56cd955Fv7hmi41q6urcvrpp8tll13m7B9pZXbvvffKN77xDfnGN74hAOQ973mPfOMb37AdOFdeeaVs2bJF/uIv/kJuuukmeeELX9jckvrLv/zL8uUvf1m+8IUvyL/6V//KbUndu3evbNu2TV75ylfKzTffLB//+MfluOOOe9C3bQ6lbWlpSV7wghfIox/9aNm1a5drf7qT6Itf/KK8973vlV27dsn3vvc9+ZM/+RN51KMeJa961ase8rQdaXNUkoKIyB/+4R/K6aefLgsLC/KUpzxFvvSlLz3UKg0aAM2/D3/4wyIicscdd8j5558vW7dulcXFRfmFX/gFefOb3+z2vIuIfP/735fnPOc5smHDBjn55JPlTW96kywvLz8EKSrmpS99qZx66qmysLAgP/MzPyMvfelL5dZbbzX3Bx54QP7Tf/pPcuKJJ8pxxx0nv/ZrvyZ33nmnk/FwTJeav/7rvxYAcssttzj7R1qZfe5zn2vWwVe/+tUi0m1Lfetb3yrbtm2TxcVFeeYzn1ml+cc//rG8/OUvl40bN8qmTZvkNa95jdx7773Oz9///d/Lr/zKr8ji4qL8zM/8jFx55ZUPadpuu+223van501uvPFGOffcc2Xz5s2yfv16Ofvss+W//bf/JgcPHnzI03akzex7CjMzMzMzMzNj5qhbU5iZmZmZmZmZwzczUpiZmZmZmZkZMzNSmJmZmZmZmRkzM1KYmZmZmZmZGTMzUpiZmZmZmZkZMzNSmJmZmZmZmRkzM1KYmZmZmZmZGTMzUpiZmZmZmZkZMzNSmJmZmZmZmRkzM1KYmZmZmZmZGTMzUpiZmZmZmZkZM/8fW0WIaQX3vpcAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "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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iDptoWUbTBHNywPChLb+u69qiidB78zbmkHPh6pmHHjQM374R4aB2Y37mHWuYI6WteH4GXZ6zfD9aMPvONYsTeGGmD0vvvow5bIKlANt3erJg8I6NeHSplY+5R69RrmjLi5Xbxky9faPFQ9OHxfddplxpu4DJ8gZT505DXnqjDVBOwdKHLlIuxTMjMUp23w7Dd27Uys2VKrDw7qsUTll5ow3ZW7fpv2MzUsYxKC7CyC1PDR/cJLlzVH9f/VvMCCar8WwdVtn237YFt+bB0lbFg4PC3O0bvjbn0JlUmHl4Dbll7MeO59thw/x7rjSMuZXV4aPrmFuKaByKgjmYM/0T1zBZKFOCZkLvPRsUR50TWBshc2vB9PtWvTFFge0RZjqj9/9eJn/rkq/EO2935Uy9b63GqRpr+jD9M1cpDmlUv7nrBObnj9B//2a8x4M1SjOfuEJ+uDYGzkkxD4xJ3rNdyWFXv3XDj+zy0Q8KNBGSQul9cWAFd2Ue7aV2OUaV3mmBl4et9c50rOgXZuh1bAr3nk/ghSGxGbGhq8kfDO3msoPqg+ypFCRr17Oj8AfTJBWOlEBif2dPVNPV5jpuAfk/79F77jX0Nmy4IYBC9i0X6qitjd7kdIbcFi81iEL6dYvjpsQhSKlIaT1I8c9AvzpF6soIl+CaINULI+ifzJCFm4FUXpVIa7aLQFIq5ovT9NTyINxfyM4I+esLZPm5uh6FpFDMH87SK9vEZK8I49cXyPLL0fMkV3Y/u0RmLEPMwQXvCKTPp2y/tERaFhFvkhGs/YtDZEVdj1T42bMZ+QvzpM2+Hinbv7tCrwj45ZTSk33GT/dJGktV6S6s//ND9Ebt9ZfkO4o5nSP3FZClvk+zbVj7/x0mG1umhOvX5rEpRslUizZVWP/iCtlUbUic/JTfmKasHPzupYvacXB15V+eA1N/L6VtV3/VkORBUxS/3Fp+cbYSfa3X0vOC3uMbbG7NkbITsSAplZ0vLNZjJ+TbmYSNlw/SKy/FpJbK+A8WSIuYl6pK/w/PMP5aj3RcD3pRkFwpfythcPWyDcsNZkXpixm7ryyS5YHRev4MWVGw84dHyEYBDyo5Tr8xYvRnBels3deKkO4qu59bordVO4YCdunndI/xa5B16I+tf7lSh0V7nSTIM33KrO/Hwo3mrrjpjYJfNwTrNU4PYXpQK0WwMfuN2QBIFLVUl4ffIOysr0Ox4maxTrHl8cBPQgUWTAPDOlprlrMzmLfcic5O1dWFU/uuab4zEgE/3Lqom+KGm8JRu0KPO62Ml1P4avFbzY42wTVe1ybkdZuXblB43gh+49dN6SUPFLLWSiEJFHW4XyLGGvu4YZbqJK/pCfnucUI0ZzDGxPyuvGQplaThTLilvHSknlGhkYtojqsi3W0anuqPhTm7OZ2mDSQl3VYvS6F8JHnQX4HTIFQOShUp6/csUPucetbYRWRzkz3Jm3wO6NbGcxo4jmYBOX8FeeU8zMQhvI7GJK/bEZ6jSUqF7ZgG16+uPfE4EFiaR7IUWI8bNy7Jzq0j1zYwK0uQpR4/yRXyxvicmwajZJtBPW7cCSQX10nXtzD3LQRsUFQhW9NKjmpeaFLRvBPzCwADvSuN9mDlM9uMn0Uz5D3g5l8+IhD+StE2Q7w6Q9TiWXT7my6HyQmnBFPFhjIXo/GapfsRKpGmAQCaYaEkYoXPrRM6uaiWecKQuK52ReU3hKk9Xaho1+Bfb0Dc5x0CV31Th57SuczUtSHoI38CxQVE67N7tq9Rpoq0+zD6oFGmdrzrwmm0J+LRhPLrfYEuY9hdXv0g/q3V2Zl4qVBaPIqWfWRCXwRtjyPzpDbKnaCT21J/0kG/BN92L03p8QPo/beh8zOtdz58O2hTVPcE+ZBL15CrazVbK3bp4RV0eSHG2xmTPP48DAfofbdBlnbSKevbXh70tmPoqTogRgXY3kXOXARVzC1HMFVZTXnTxDmdMeGx09bgUeLwust6o3DzG4VwkDoBr8AP4KZXRzBw669x8dTRjKIhiHXETWCA9ugXj54AmztQxUHHSkQm6l2azwPjEFdQ//bG0J2nCPjD1i4yzqMBGxmOSHF0e9eeLOPOCASebsQviehptadrYOMUYPxCw/LaTa72QzrqqvD8yesu5dUEV3/IoobSbRES0G4LqN9PUrWt8lrl1H0QzpTqj+JvQzpbIZFVRV6Zhv17XZBgs7uuW26Qn3U0X3tGommKrszTFRZc4zf+pm1MncyoKnJlDa6st9sn+KUsD/0MPbyMLsygg6xRXlVHaWyZUVlSy69iw8ovXYO8tGHpvdS+8H1UGV635Obo9dFGzrHqoFnr/5wOsjysZ6JvxDjc9MtHzjMzQ5tGIgqrVDCZoGljWaFicDmwOGHcud3FB03FTh0bvC4HCenI1I8rXFOd0kwaS0cWR0i2C9JnXkGX59DbjlucFHs2oAgMQ0VHORSS8KyBxPVIST3QnGD4yBL3r11a076AgWRUkjz3Kjo7Bb1eRGMYAolWkS3VfkPI65CHzVlI2bceUHN5pwl+UIvtH4mW98RHxpieeK9GqAeMZuKXBBHbfIfT3KhzfDCZEKbE8Lhiy0tKGmBx6rbUeOGZjhhFbdBDGcuN4Dzb7jBQk4pfRguXaUKclpFM6pBMt9fh25RMWP6UjjMWzoEQ6qWrDmPdNDCmJ1Fkj+uI2LmxNPmlRDebC50IV7fr6NJAXqDZoC7D/fIBGWIXK4MNY7eer4lQ3nuKiSGhzSWyJEEPLKJT9b5b62zH6gZs70ZlRAczRdAjyza0PDwzEszoXLSVplKHQHtmqR+rLcfGfaoEZ620UQZVGa3mdsLNP1OgUhI/s8X4eNt7ye8pkQ9uYZq7+n2h/Ng24yN1mKaLlBnfayjeO6q8y5rT5VBIf27dhqgFSlETKB/M0ffs1NEQVV3FjJB+Yp38UIa56yR6/JB/XzxUUD5Sh8966ClzP3epCtUM2gmUj4wo3mYXuxWQi9es5w+Y24sqRC3gAYL85DbmrWObC+iuE+jJw5FS0ETx5w0qfqbv36R8c157JV3evvN2pIok+uAG5T1F/UlzSayiKzIIH9oiv71s7Q0VJwyDj13D9IPZgdp6+j+zZvMfaX2iUxMobjP0ProeRZeAVWAzH79Keaql+SnvKOl/qIGjNU5xTGuaq3r03pzBBxrRJVj5mP3EZYqOTC3ypjHD96/ZNgYz13IK5n/+UhD+GxiAB8dk79n08un4U05B/2Or5EtO49S0yUO7pA9vdYYeD9+9YcO2XU1OsT20i7x1FB/+jPotdkxUIHn3NuZBG20Xys54LsHE/obHyd63gbkvrz1eN0YOweC+6kxKUfqQckTJ3r9Jebfrt9ppKI4pww+v+j7wM6RU4IMj8tvbMlucVLIPrcf07YxIvvsCvaOv21xTXqYtcnGrIXvPFprFqtT0IPnAJvmh2jBQpebIb1XKh8etGY7pCfzUNvlKbCxQKG436NvGfmbgcQZC8p5tioXQ2bO8K+4s7Rj1H9+YVbj5ZwpqvfPxn02TrTU4CqSvpJQXp+NoFYFkrJRfm7aJ2EzsQaWvppiLaTuSaKSM/2yWdK32xryHfbqH6WV27y8YkOkujL82Z3PszM9Em2XyYq/qoUaETiGsf22FdDuceld4Tw1IgqgPhn00SRBTwrmM5GibQcV3p5CiwpmdbkcDVX+Fm5Pjx2eQXefZuulQm/3O85VSGX9nFtmqvLmmRxpU5Q6qSankT02RrNkdU+/xCsi1hJ3vztMrLkS4orDz1CxyJW0vsVxJGX1vhqy4FldZKpvPzCHX6oHtTsFzJWVXplvROkkJW8/PwqbUNDvDcDVjx0y7ILIap4CNZ+ZJNpxHW30vYC732BklrWVCKWDjhXlkp/K0/TQKzJWM8XbSok1K2H19imTkyq9lpFzNMP20FeWEwuhqH8mDciocs5lWTm1Fd2umEHvGopC/MkB2k5ovVZ9m22W0oexn3wijV6dgI61xHN62MLoyIGEDBj3Mwgwua8D4zBBWrea3y8CWvuTSmNF2EW34uyCA4rU+slEbUj+2t4Tx2SkbheZgqo+5/Sj5zDRcSVAUuXQNXZ63+3k7wnjhAHLPHEmVEM/SopTrmeVn4ByKYjemd6sogHAcCOhY/Ozbhfn6JS2tx0bUpkztHqPW2QbEUOVJsjMr6WWTAwUacPMbhYrZvYu0p+aKjRDYIvZ+Ks+mX+kbl0DPQbap6JZUnRR7kP3X7Q+3Nusib9L1cPMomB6XSv81vGSGNqu3Wg+eaMpqIHsddLqaKgt+kNhsonVImy7MIr0MipJ0E9QtQwQnVnsuQtMNQufZuLqDWYWbmvbO4RV0xOuQveHyFlVSL79uHJTbUJ4S/Oq/Gnwg9RJBtqGwmrT2g8QovRebYTcWsrUKp1mfgfR7mS/fR9EIZNeAa6k9mR4QKKUiT/b8MZQoHPKCwIWsxRspIX2qZ2Up8KpFIT0ncC5rKdwkB328T+raEyjL9HWX1S6GZAw81rehzZXsOL6lL6Wxkgrw9KkB6VLQkOpn8nwWP2j8dA/C/uy93L0IkZTBFCAIQAAleyH1PAmVYbaucL6edvmlIIH02brf/PKXQvb0JTtLLk2Fo95p6T2TBrIEWnV2dlXRy71YpiSBA8ukz2P7YGuX5PnX0DtPoAcXyS4IenGAJLU1lctrpJdW0fExGwfiZn+ZHau914HXs1gOABkr8rUhSWAsXN9lLyXwUr/F+3RXMX8yY2lrQPpcRnJ2FTlzAfPA7XsHWoR9dGOf/fsL3hD7gdCeNgM+H5B71loXdN96Q+BGTFMTVp+a4O/Kc3cRAk0aWidsY0ey7U1jafWH1ioj5jeptKY5EgQ/9Q3LbdDijUGoANQbymitftJmdPhwoiDWnlprEzGsOuB5eJq3u76g6JC0PQxXVF/AN+eVRYevmuOuZQTj+pufd+jReA1f2h82N4mj6KsbgWC2FO+NtdNAtIptzQgafR5+qsH7pvwStCMy4m1FZuXMecndNPjy/GG5mvH+AN0tRzH33oKGp3jduA4OZDpjVs+2O3otbM/MEPPmO9ADC0HfaNyuvEBGeT2GnLNl1O8zWTpD96eqRtXmOSvLyEmZKMNSkxiNb+fcTQ9hfgb62f6egofGoGrOCLwSV2gKaTPJlfs3NhLtkRVmh9RE7Ma01I51awOSOlVFTUtNzkQL32xbKCC+DcEfGiqH2nuM69AmG6BSRlo5pv5IffBtl7Gt14bbSt8PQkN7IHYoMm/8GhvrTfDhwE0jEtTdgsprjsL6XH/dgHKKTgZr9+/IUPvpRbusJo3SonnSqeLuskL6HE9qRdNwCCaWFUfeaQftzbqbdbrzPbHGaWSnVZBzl5FXz0PQ95NDZ2uKawVfPeulMAzScl9dj42+x6sb3sV/X18gV8xMWaeswo1kWIF+Zg1SltRGqjE+7MwlGD/Vf7IzQl58Hbmy3vi+g66ANl+A1rMlFHR+BnPPLWjvxheFbvrlI8lL0Dq1wkRr6Tqp+i1FGXmjPvrCvXchZHm9OSlFieY2s6VfgmkpavXZPqHyHkaNENC2frWkhGvHVVK4CSh1m0pTDx5jILceSPR94GlIle2CZl0B71zb/LdgB7vjGUBh7KZgUEfkCYcDOxyoRm10SWtfo9EuqggTb1yM5b0z1D6SpQPfBNO4vECzpD37CH6L44GjszSe9y1dpY2H2uAjbd5H9YD1EsO6ygDPfd9Bq7h2Ofl1PHTvG2wQxZcNIKXlYZf8RfWEYwVAje/7pr1q8acIhKYsfSpqqehmZ2TDsiv6/bgr67Ql5GW9XxfwoxU5FbSNQa/mozaY7tvl6nHjRT0dMR+Chro6y2CqMOijasCtOBpFkDoNRaBHvPyWannR62HuuxWdGSJOnn09FaFhXXkJaVMPVOOjMhhSpXbTQF/sBaJ6w8HI/17B+vo6CwsL/NTgF8mkI9yhC/KiOlwmN25ZjdY51ntZezlpAsi4wIbIJa0LbCZCUfo1Uu33WoN3cl259RrSpD6NeT0oTaVYqrpuBBQf6aRZ2p37vwvCdiVij/XfIHg+fj9t4432WcXHLGmfIp4ETqb+bfAxL61hEEH7N8hDVctD3hgvfLt4g3IF1gliQtv8TLBBh5ORN8THsG3pDSeEc/38feuBftamf1Jduc2i/Ibk3hjvjL6RugqT85XxP2dtbY35+fmJ3938M4VRfqM8q8F572+0rry4/kdNHGNg1BG2cz288fdBX2liL+NGQPn+eNGYydwwnlH4fur7ftrG99lnhbEzoTcC/zb5qP/25Bf+DXj/fbXt++RjXgJvsK7vVw+Mvx898H3K/RuoS/TGyr/pjYK57QgmaV/T2QVy4SqytYtODdCjK1bQs6RjjVHqad/OGDlX3S987AA67NdT2kbUEmDLTBK7dro7Rmen0INLjXl2sO4Rri9fXkPWt+zjQ0v2kBnUaz/Qrk8Vee0ikpfo0pzN/hl+4miMNo0VWd1Erq6jWYoePxh7dOHShZ9+i/VUX7tol3IOLqJz0908aDyL2jU9QI+scEOgIGcvIaMcnZ9GDyzaKb/jfVfdgGxs25v0EkFPHLoxL9dUfCxKe8Bwab6zbFsBnsdy/gqyPbJ8PHGo9sQn0AZAUZK8dtF6kFE/x33UrE8urSIb2+igZ5Mk3ogzNMpJzl6yM6CjK+jU4Pr0AXLuCrJjY151YQZdWbiByrCztNcu2qWqlXmbEv4GFivk6jqyuon2MvTEQev1e7mt1+YjeR4Xlo+qmMPLNn9S2C7/LTW+KvL6JWRcoMM+euxAQETwIwrEAEZjf8+4OXbAXpV7I7J/NtADh5c7+7Veqqp0zuaO3YwWsWlAelk3PxpjW8e78Op1WX3zGwU9cRjtxcm06o2v+l8Q0s0de83jsI+55UgrWgOIN5QEuLaJnL8MiM2dstC+UCOqt4qllqtrsDuG2Sn01uA0U7hm7P52+niUI+tbNnX0bcdgelCVK226HJQGOX/Vpleen0FPHYk3pYMopXi/5TxydR3SBD15yE5tm7RJg5ejHDl3CQzo8nw8oBrt82Qq9rrRyigwNUBPHYnWejvbBVZRX161HtbsNHpL9/3drfrPXUEurdrTqicO2Yy5E+j0UJTIuStQlOjCXJTbpokXnueQ1U3YHtmcOScP1ctODT5Gde6O0bOXEVPaKJfDy93tb9Qr2yPY2LZr2qcOt5aCoj52/25sw9nLIIo5sgyLc9W3e1yyoyDXNuz6P6BzMzHvm+0KwfGxNOjSvOVJB1507kOEpCgtL3upPVxZ3VPdvU9V/d4eoWcv2cCOAwv2nvW9QAE1VuGOC3vG59ThqCHu1LA0jcL6Fjjn8MgKLMzE+5ABvt90VyW9um71wMywJVNRH4Q8vXgNuXjN3k9x/JAdMy654gQ5UYDVtRsyCjd/9FE1OP3vCJyir5Rj00oLQVIppzwlRG2Hirn/xnm1yVvX25UHScMygejEsxDUI43ZRF13Z5RUo1wPLozVX+IB7Iwig9DORSSeNk9H45tJ0RF1JJD13Fqbqnspuq72TnAqw8etqJpmGG6T9g56nSOgdPGjrjTsP5+/RieSGdfvfu+lRHWP32GfJbRksRlNE0bz+CR3USEBehBD3yJpUp+58ieEzaoEHzmEaNZa44XGq5WSo4snsgddvv5J2jKovyXH8birdYUrs/qka0Ya9qv/rtYnk5IIOpmL+qCpCxokdv52Dq9Ccm0Defp0q74uuPmNgk8ORS1wJhBQZcJJ3Opfrb4jvvowzPwZgQJ5SfLkaeTVC96wTAKhFjIfOx7+F3n0oXTW32pDWFqzmgY/PJ0AWzsk33kerqzFIZzNpQrFn4doDZoJUMfC2yRkyXeesx5Viwl7D9ZWsrk9DJClP+ijinc3GqNdh6HWh9ha1zQ6njfHZphyu1Uw3e2s3jXz2XR+E65kNup3CdGabemkUwMeTXQrOx4L3Yo1pAliGQ7KtFFE3TiT6lehThLpIKnbFWYCjZRwZxu0fjyBN02avFMTHkIL6uh0hgID3XWK2N2E1yUPoiCFvf2P3XFAR8e5qYBGl/+qdXlSpTZ0ZnjDS3w3vVHwOUqmpOVNidp8I/56xGjtTisciRQFanPyGHe4MBSgROy1ib0EPXkYPbzkp8GmJz5ZXUxfTVtNmP3PZBavFiz178up0EvBK79yIHXuFuPaUmFnQVnOoMwMKe49hlmZnaw4RWLhFpvEz+UDmpSWOjyLwKBHuTSFDnthS64Lpid+tEfLeanNTxWQ5N+bzMXGx96uvw6yA8p+gzeuXVmF0/TwPW2BMagUhSYVb5peW4XT6dEKdb77xnuLI/6ci3+exv0SlmvSeg4QH4DrVlSA1wZdhyn9ORvt9nCbYHoS31YX1tEQZ4+TBcq3ks/k7GWSJ1+EMjAMii/EtiV2VLTipWbxM4dl+RYrdH+GI43p8gY0XCEIDIo2DJNtCDFtnoa6Dp83rTkJEpBr68jL5+x97N7ABsQ2u889djcjVvM/f1hWQAd99MSN3W9/0xsFUUUzSD62wfgY9YUy1cJ2eXdB+sGNxkARyoHAxzYZH2543gLlAznyvq3W4C6mhPTn1xgfTDCHFmFqWCuqt47gPdt1imaHMyNM/cJViiV87LU/9PbwLslPbrU9vZ6y8HOX/D3E4VQ2/ckt5O27lratbeT51+r47GPblNPVt6llAWlC7z/qwTvLyIuqM6taBReuV2oiDD+0Cg/Uyfq6Lj0P2ImZn2bw/1rCvM0NroAPHZ4PYgfv4GdXKe/sSFR3m2H2r1z2St6VYPrC7CeuUN7Wnv6VdxZM/+y14DrI6vlAmP/EZYqTbnpY/aOK3jNm+meutZLbmYGw9AsXKI9rpCg0AR4YMf3B1ZZyLadh+RcvUB4OBmtVV/a2HWY+0MYpZoW5/+ASxUqbR723bzN4z3o8wwPKWVj+hQuUS1QHq/B6M3nnLsm7tqNlMtfmpfdd8XeSh/Uk79qFt46C7u02KqF3PPjpdXjzCMJ6BEZLiXeoQk/ZZMLMh67Bm8a1/AvosE/+0CKzD7VnmCYV+h9ctwnxQp/FQHmiZPpnw36z7TKZMPjIGuWtLgTa8U4pbzFM/exq7ThUs1zTt3KYH1Uv/67C8q4S+antqN+kwkk/vEFxAC8bbrZf3GXQd9VZVV1V5VDofWSD8d0L6L232P0W54DcU6BvG9uZQNDYclpIPrDtExlq1RYBzL0F5sHc7vVp55ywE276jWYAyZX8K3P01gjcTdvBySsZ+cU5mxAvOC2b5JB/dZbeajBLoFpOeLFHeaZHz8TLEtmOYfzFWdL1etrm4ZkBZQa91nV6sPUnS2Sb4rORalVP+dQQk9or+DQYv1oIq19cIgtukHL05d+eRnLIFBtLvjvy7ZJvbJK9Zdve1hZ4F7vfnENyIXWL4YIfsGLUJjDr1e0Ro2x/YwHZaR1Q7QQ3vd365iKyWX1aGViVzll0Xc+355FVf4S6fnde2Bgt0Csv+6oVkALWv72IXEpbOFxI2cznycpr0eOkgLXHF5GrdT0+Rfj5Hlu7c+H5IOvB5sq17y4hq7F3Lwrl+R5b22l8+5rYnERXv7OMrEskUwDj1wfkV/qt2VoyVtafXiDZqr919YzPDpB+v5YLp3tzWHthHtlpPAeKi/Z8S+q83WA4bF6YjhLiuXqKKxmUQkotZ3Ff1zO5So+y+9wMupOQSrwpm20r0oyiVGxSwufnYM0m+NMEm2fohdcoHzrB1qUZhFqRutnZ7ovTNjdVTAqsJWw9P+uT27mT2GJg56VpWEtqmt0saC1h+/RMnWDQjSsDu2emq2SOdXmuniLpkzEKSLApaPJLfWQsgTKoZllbgsnS6OpkAaSEYrWHmMQGFzh+C2iRQHW1pwRLsGIUM7JtqZ1d5yWCXNkg+c55zP230RoPE+DHwigg0LtcTasCr18F0k0ldQnxQhQD/Qt1viKfUCvBJmOryq09BEVeu8TwpRJz/60+zNEJXLYeKFzq+pJS6Z8FDZJ5OSWZrdXfRukTCkP/j19C7zppLyBx9Sv0rtRtZnkeMzNF8u3n7MnHmWl7HWlj0bV3CZB6luLQQzqb0LtYvXbGsuObesnBlmMT4gX0Ebxvv0IM9F6tafVTdGPIvnUmurNAXX1GyU4HGSgDwrJVqiR6jQpLJXuuNiIeTSC7Clx194/WBEoJ8r1eVIdrZ3pR4GLziszqLo3vZb6eUFmmZxvZ6SpIxiBP9mh1hEL6WjytcHxMRmC+NbQBOkFabVElfTmNCwkgf2rKJsRTooSF6QuxmpgcVOBmlEr6smtPfEd0OtIoIscbLIX0hUbSu2EfPbpCqlPo+Y2YPW5cPV+NM0dvJS7ZGnCuF9Hp5CP9XhbLd/VHehW43Ku7WislXACP99rLKgrZeYHzGZjY85cCksf6hH3t+NN7XeC1rDVDTnKFrw/JggHhZCQ9nSJuUynwotIdRf90SKbxHeYA6TMZjOfRI7kNkR3FNE6Cm375CGrF4yNuIBLUenrbGJVKrLSCTVqvQH0fCEwP0cXZyScng6l61+Zf9E0TL3wuAvPT6FS/tXTQ+jaIwdfpIRJ4bq0lBJwQKq1IrCaM8nrQTKC9tUchdLb9elEjja+r9s/A3EzUZ61wS2mU7euPK2w6vZ1Kb5KTFSCHG33d+wZt+QrLuZGcRl311vVXP0Zj5OVzqLFrem6JrzO3z6QqlWhz03/ejNILConuxwjRNPivWX+72noGk9q9OQbtE8ytaDJtPOsA73SFZQjeSO11B3Vcb+0U1vJ8nb5TonHXua/SdBrDIRiGm7pzK8QyE4WlO9x+ZkNds7Sj37rh5jcKGjDOK9DQvcNPLSM0od54o20EOhO5Lc5ZIU7EHkp59UJ7cLUdvi6SW7SEWRVVBHP7MZhyXj/+uU4qBCakZtCWYWnFVktcnFxeI/n2c/YwUXPwN/BqpPD59QdQE8fSp3Uel6Mrk+POW0bnOvczN3EnDdqozA5Ut7/SpfwmGfuAvu4NXLWydHktqFtiXdKMvilKe9hrXMQzzAZf90qyJkF72u+bHePowCvoivT6dfMd4JK3RYqNDlZ1kaB7/92MLOpygOzz+BKtZrs6x23oTHaAuGUi/50rq3pvKtzgciqlHczRMhAyURyDTWVp7UvV+Dc2CG5+ozDJawivXXS5aSYV4WcMDe9ZY2GsPTG1YXTjwkcETMru6f8MjYeLUmh6AdEAFboUl9AeEM3KolI62tAUKgn2ThTsie/FWXTYbw3qCM9NOhpKLPIoO5heb8J2KPPrKGuHH7fvxjykznL28jr3gM5Q5YC28N89Q2Z3c+SV8/ZAldZMi+xts33TQ8yb77RLBh3wxmZmHbgdfAln3l4BdijgmPDqn+ZBsO6JyGR6/DfheGl+GRfio7mMtj+J5Kcet80IMC/HTRkL2hCnKK+cOr/iUI8Db0hoO3cRLztmb2F7ncMbpv63y9yy15CJ4OY3CthOyB8qyBcblhjIj0PxYDtzqKYwfmtBvhAo6IqrxUmluK+IrD/YMLzx2wqK2QQ9dRi945g/VTo+AePbtTZClTCWA6F8+5hyuoqLd0bEQHHKUNxm2oo3A/PQmHIgfsPWQXlLTnlLdx6a8oCNiqg9ICs4xd0l+XFLj71XN0ASqUMlK7bp7BT5f3Cc4vaeZYnprs/jqEIimPsKikMN49gYzO4vtz5s7ikolttlFstg7s0jA+bCLcu7y/iqUrVtKpagvLNsKUWTCuXdRR3NFVBSLNtrPJszIq1wyhmp666+KQ7YvmsqRpOCubugnJJ6U7b6oDyklCeNfRaMXjPbJ//EKYoHTrY8veIgFEfqWa43ND2huNtGYjWXgIqDUK74ZsR8OGJaV5X69ixVHHEKr+E5Nx2L8pQJrhB1uFb+woig0DcobjEUy4q8er5OHSNCMSvoSlvGVKC8xVAu1OU7KGeF4pSJvC63hJafUsrZVnEVTnx3gVbyPz6pmCGtd8WCkB9tP9dMyE+A9tQrdkdfOSc2mmxjG3aCu50F8kOgWWxgBRuFZq/cjGdvmkK+QiM6zn5TTtMh09eHHw+jkEKyUqDVvk+kYKcMslilfA6tfQLJUmG34iVQvgLMlKRLRccl35AezG09iM2AqtXUbs6gi8bijHMYjT1t/SMjjEvP5KaaiSCLBbLckfBKoLc0jgRBBdjeYfpfP0e2udG9vDFt0NQNbOfiQHogR+bL2Av0S1UNT6VS1tmhHGYNsr5N+vgLNpVDxHT1StrR3D++gyyGu4z1t61ngIoyfecmLJbtte2lktl7NiIeiFp+zty7AUu1Inex73KwYOa+9XYcfg/m37wGi7HiEVWSYzkz96/HKSPE3sG7/ParmCV3s5ejGbJTI2bftGFHV6jgB7Dy9iuY+eBmvso56N22y8x9G9GSAoCZFlY+sk253NiEBfp3bzO8b8v3lQ9/nlaO/NQFytlaiTjvc/imTYZv2rRkRR6ocvRdF1rKUkWYevsG/fu3uR7UXrswfe8m6YmmTEAxHZ4fqGY8CqTC7APrJMfzKC28qKJLhrlTm+36EmH+oVXkWNGycHqwZPGdV4OQ0+p5Jsy94xocLvzMxXvoxwrm3nUtdoJUMT2Yf/c1zIqJHCZRhdtyhu/YaKUUKQew8oELlAdip00F0nt2mX54nTB1tgLljDD/0cuUSx04b9mh//Bm6z70Yk5Y/CuXKJacsAc479gme9eW3Vsye8WMx/BjEX2UjhX946EPAQs3fLLTCfLiwCs7B8lYkT8Z1mmPg5DU9LkMpGc9+qCeZKToF2d8SJ0/vKXQf8Zu9Ahqp/XDAYwLsi2l+MI8WXRS2g7k7PGe33SLJn85lH8ySzYMTt6OS5KnXiLfKWCph8xV3wYKN3klRW4P/NPKOOifDUm9xx4LjhglKYBe5e1Uz/SrUzbsNUttErVG4kA5exk5uARVCmcplPyP50lCL8cN2JCJTrbF3oO8+/lF0o7peXI6ZfPlZbL8kkdTbATHzueWSIMlLx+V83zG9ovLpOVlQkh3lY3fXSHrSKIpT/fZeaZPUhYtnGu/fZisrGXJNUC/M2A7GZI0LlPKtpWrv32ErHBr6XV7yr+cZlum7d3JIc66cuW3jpLl7QFdfGPG8qKxfJRuCBf+v8cjHLfUMf6aFYzwykfXgHN/eIxsut3/u1+eR0yFUzezzSsNcL64EHu0lez0V429LjQsREBKZfsPFhEVzB3H6+cK2evCxul5Unai8pJS2fzcSmeOpvTlhPXnD5KVl6LnSa5sf3aFtFS/lyhVeekLKVsvrpAVFwO+2L7e+r0VslEQ4VMhJk/1GD/TIzWB0RIbFXTtt4+Q7VbjbXtk85DNTGEeH7IrQ9J5Yy/sWd1EgHQbNn7nINm2dYigPlVvvjlFLkpaxv3WW1dW/8Uhss36CllRwED5jWkwht7TL9nl7OkbSzn+Y2EUwAlsqHgbikas3+LHqVsuCg2CCTxfjf6poRKYQEfYf0LBDQyQC5Orn8XKT4IyujfcqpC/NLEZJ4/0YXY6+CAeLdHaryvSRyRN8CRChRdMxwGYHqD3nLK/w3Tec9Nx0rLAK65p76irnsDYb0pqje8fVkU2D7lWP5rKOEpZUTSVof0jKcPvAwVXamvj3ddThEo3eKF0KirUOhv1WnpgGMvJh4vScSBsbuZGFcIYV+tFKN3V2nsN+sDhNOUAINlVmAqKrPicjjo6Sif+Yctq9EF4HiDqrBCnCJ6Jm0dUwQUtg21lMeyD6O24IFkLjUjN3SSvmRVMlLxT0TUM0l2HE9AnYutvZqRW+1niVoZUSV46B0WBeeAOEj+BkhinVLLNml4/tk3VN12GuFR66xrhgJ0xJ7sgRtCVeZsUc3unXUAH3PxGwQlhOPvv2HhU4rU0O6jFj7LaCk9QnB6xS+vaslrZTCuyomCo0INslR0SXJdjl00EvfNEpEDrZaKw7RWaU5SABl5jffw/bEPl7TTKaimWEGV+pnWBSnhYa+LGarPt4RLQXngT8DuTh0UzE4m/9Z1RzcKuayi7oS6rUVeTnOu1p6vOhjz7pagWEVV/Bt9N2gBvoU6YOU4irLPsDnr24lt8d/IexNGWxagO8Jvz7jY6NysIz9VENAeGs0WT37CtzxKFKwEtZ86Xp74Mc8dxUOMNdYtfVd3Nc1RuIHdmZ3X0hbQ7p8o5HAJ69ADm0DK6tQl/2c22EH4s9hRCr7y1SeY+MRoPYrd2p7V3MymsNCqnVH+5vQJy4Qrywmt26tgRgaTV3z4vikgdshYqgWad7vtUvAEQ8GkNmhEPbYiNivfmHV7Xmk6ThOvcq9I2blqnXYhLiskKBof/wgl6+HwvBSNu4N1Yrh5bh1UW3kPbA6/LcMdRTx2ef7REOLmcmKjuR82wV9+HLdzwwGaNcyPRUxPb30WTk9GO8xA+FPM6BU3sq1Ful18CtEkRb14RHj+I3nbM7uv5l64OYh4ETpQ2rGtNUxA+G8549hhn4VjUYa++q4Imbjy83fJUuLrhI6W6uqSp1xy/3c14Ijbl+A3ejnfzG4XKkOZzCeqSlAUOUDkQipnAG6hAsXmJNG0oaGzem3LKFhxhiXgcqDple4RsjzCZTVbXipcWWw8uBl/r/YiyX+VgEmjGMBdV1Evd8VV7hkI5rL2RiO4guZ4XaoFySoJIlb3Z6esJE+8FdEV/NgTYDKpNxmC20gJviK1ysYnqqI1spTRMWvGmRSCeZ82IGJNKlETPvrAfRQnxAto1rRLitQyzeJzmOQ+XL6rVLnH11wX5zeGsA6f6sgyT6GndB8bnpQocnqquOolefGDTpHE0WVRX1/OdEWy083x1gZy9bC+dL9UmgMwaxsh/GLauhjj5Yy2j8uoFe29GhGblw2ThgcHA2E4PKA/M1X8LfrbpE+816FEhSqIX1ddStHZMaiqYDr75pIgVvlXq1P3XMJwB5e2ynNM4qd+CGZYLRQ2Tf9Zh8Z3oLbj5jQJghsLw41cpjlZRGIFS1ntzhh9a60h4BunH18kPifdMXHra8oGc5Ke2KoNR4xTTQu8Ta+QHqvITQW87inngNni4IH2PjRQJO6eYFWZ+4QrFCrXgVe/Th7fJ3r3VijiQvnLg585TzknkKWoipO/dhIdGUTkebh9X2VWlnqEkwuB96/CWEZH0+7VJ8QnkXMy1SYXBh9cwb6oXUyOlFEAYATT86CrlvUWUhGwv0EyY+rmrFHfa0EKhHvjmjoK5j19uZT0tB8LcJy5TVGG5ocLWe3JmP3YlTogn1ogufvIixQnTMoz6pjEzH71aOxTYdpZDWPnF8xRH43oA5C27TDUT4ikUs3D4r52lPFTzxg34/ju3mPnp1VZfl/Nw8K+eo1ipB7vzWIePbjD9nnXfLw6tnFNW/sPzFAttnmYPb5G8c6c1DhBYeZ9NsuiVEFYhz26/gNy305oBtKAyfJrC8ANrNiFeA6KEeF7WrJxNfXgVrRLihQaueNdBFh6JK3X7e1M/cw1zd31Iz26yKjKzxuLPXqwdtEoxm54w/bFrlLe3+83cUTLzs1cj46wiFNMJg0+skh+Bek+nksN7c9L3brWTHw6h93GrC2pFbfvP3F8gj+xGxkGxDmXvZ9fJl2qd4+t5IMe8fdSKeCynheRDmxQLgZOoilzbRC+ewVx+Dbm2XlVyY1bhB24UfuM3foN3vvOdzM3NcejQIX7+53+eZ599Nvpmd3eXT33qU6ysrDA7O8snP/lJLly4EH3z6quv8rGPfYzp6WkOHTrE3/k7f4ei+D7ukC0NyXbJ7hfmyV6zF7ZLUdpcQKVBnknY/eNZZFzWgqhKsl2S/6sZsoslklc4xiB5QfJUQvmnQ2Rc2vt6K8g2C0b/apbssi2bovoXwTzeo/iLob0W09R1ZZvK5ucXSK8G35cG8pLiWwPybwztydS89GcbNBcu/8EB0rXSZkCtcGRcUHx9Cv1uVof1lWUtDC9npBu2Le5eXclLdv90Bn0iq9tZGl+XlEoyLuvL7ouSZFyy86ezyLOpp1mKxj29xkTPJS/Z/uos8mKCFAZ17az46kEBU5U5Ltn62jzJq9R8KUvUGORVYf1rCyR5tWZs1Pb1qLTPz4U41X+vJGx8Yx7JYzqTnZJrX1skuaCVfNQ45pWEjW/PWv77fRwl3Sm58udLJJcVKUyEU7ycsf3ktL3HOYz+2jJc/NoKcrXmjf2vZPRCn82npgOZ0QpHufyNJZLVum+04tvuiwO2nxvWOG7vZxeufmeBZLP6PuiL/JUexatpPQ5cnymsvTKD7FTtd3WdOszm/bdRrmZ1G00ZKxi1z/XwEnrqCFIo249PY15KPU8cDdl6WQcIGFeelfet706jryZ+rHn52O1xbXyglo/SyrWMS7a+O4OexZ7iruRTrqyRffElNv84qZc4HQ/GJVtPTCMXKpztkY3MKQ1cgM2nZnw+LdTKQ7JbsPP0FLJWyzJlieQFeh7yl3uRHsAYkt2S0QsDks3S89rJll6F8kISyZQYg4xKxmd7yI4b01U9hUFXFb1iadaQ93lJcTVBRnZcOD4kr5wnPX2N5Oy2vU0y7OvrgKjeoPm4QfjoRz/KX/trf413vvOdFEXBf/lf/pc8+eSTPP3008zM2Ksqf/mXf5l/+S//Jf/0n/5TFhYW+JVf+RWSJOFrX/saAGVZ8tBDD3HkyBH+x//xf+TcuXP8jb/xN/hP/9P/lP/+v//vb4iO9fV1FhYW+Knhf0gmE0Kxmt5tXti7YxOBfgdOlzdsFKmibnTQi5eh9vKsxrmdeaSJveryRnAq+nxdzXMSztFv4MpobL2xLLU5UKSB02wj2PuWC3uoTwf9uNxmHQHNUl0Mor3Mhqlerx5ttCuRdq6bYALTLE/Gub3LOE18+GsnhLQXxl9Sr81Tv131uCWtJh+7oMmnUV6HNQ/67e+a/S1EF8ZrL6s37CfwwD8fV3xMBO339u5n/zyoqx/I1CQ5dHRX8gugWSDDk9a8g3eej70GH7tkyj13Sl/Eyn5IS/P7akxqL/MX22s/4GNYT8WvKIfWKIdqKaalByb1W5cemERfiNfUA812d/WDMXW7mnrA4VS5yeilNhebQFHmfGX026ytrTE/H57ubDTxB20UmnDp0iUOHTrEV77yFd773veytrbGwYMH+c3f/E1+8Rd/EYBnnnmG++67j69//es88sgjfOELX+DjH/84Z8+e5fBhezHE//a//W/82q/9GpcuXaLf7z6+H4IzCu/jE5ONwj7swz7sw48JFJrzZX7/ukbhh76nsLa2BsDyss1V8Nhjj5HnOR/84Af9N/feey+nTp3i61//OgBf//rXefDBB71BAPjIRz7C+vo6Tz31VGc9o9GI9fX16L992Id92Id9eGPwQzUKxhj+9t/+27z73e/mgQceAOD8+fP0+30WFxejbw8fPsz58+f9N6FBcO/duy74jd/4DRYWFvx/J0+e/AG3Zh/2YR/24eaHH6pR+NSnPsWTTz7JP/tn/+yHWQ0Av/7rv87a2pr/78yZMz/0OvdhH/ZhH242+KGdaP6VX/kVPve5z/HVr36VEydO+OdHjhxhPB6zuroazRYuXLjAkSNH/Dff+MY3ovJcdJL7pgmDwYDBYNB6rkdXMGnfbvwEOUssuNCv6lj+tXVkZ4wOeujKAppVN3s1N3yquGgp7eaSy3WvBxcxUz2PE6K4GGMX2SCXV5FxgU4PMAfmIxxXnakOpiVFlaNlbRPZ2rUx0MeWEZXWxl6zHlSRS9eQwmAWpmFmOvpesHHbaJ2aQAHZ3EbWt+0G2MEl2N4FY9D5GQQb1y+mok2qUMDSIJeu2Y3fxVl0ZhjRZ/qClO0UCFTtgmoztrpNTrFhqTZza3DnRRXuawTSc9dsFMj0EF2y2dxMT2zKhPD0eBV+qymkqzvI6qbtx4NLaJZg+kmV4iDub60ueU9Gxp6QLQ06P43OzVAOxaaAaKS0MJnYhIojRa6sIaMcTRP08BLFTEq6q3X/VO0x1ZmHdNdGuCQXroEqZnmO/NAU2ZbSTBNSDhM0gWy7isC6toFsj9BBxuj2ZXqbVT1R2LT1A7NtY+UtL5BLq3bv+PZFsrwXp5XHnvERo2Rbdf2uXQA6M4UuzNR9A+QLghTEOAoqilyw8qjzMzA75cNC8yVBxjYiz4Yf4/tTdzfpnd+xm/wHF3GHN/MDQrILaXUbohs/ZigUMyWDp65Z2Vme84fHxgeFdAvSLY3GqJkSigVl8OQ1ZFyi/R56YAEExocg3RTfHicixbRQziv9MwXJpVX77uAi2s/Ij0Cy3oEzK5g5pXce5NKa3RSfGqAr8+RHlfSq2BvVanZSzAs6a8jOCbI9Qq5tgAjmyBL5KSG9nJDs2L6WwqBpQrkAOq1k5yo9Nx5BkNZpEvzAjYKq8qu/+qv87u/+Ll/+8pe57bbbovdvf/vb6fV6fOlLX+KTn/wkAM8++yyvvvoqjz76KACPPvoo/91/999x8eJFDh2yQd1/9Ed/xPz8PPfff/8bosfceYKkN+ymNUg7YQwkT5+GnbG9Qe3uk4CN1XZJsJpH0w0gq5ukV9bstycPw8JMHdlK8EOCZ6rI1g6MC3uD2B0na/1VGanwOH1J9fdzZ6zyFIGTR+vImUZ0TnRmoDRWARYjWJxHbzsWWasoTjuMlHjlPLK+DVmKueM4yYuvQ1HYK0CTOkeUcQoXYHdMcnUNMSV6eBk9FoQRhvU0+kGee9UbBWaGmLtP1fyq2hKqQ8cfyQu4vA55YY3Q3ac8/V3hEy7Fgb5+xV4QlCT2sqJBH5KqP7X5vW2A5qUdiOUYPbCIufUognbW47EU5IkXbCRIL0PvPEHSS8G02wOCSGVfdkbo5TUbbXNkheTYClqdZg3TIEjVD8ad0v3eKzbEcjAgPXaiVQ/UlwKqi0Rd3ya9vIagpEuHYH62hZMmFd9cxynI48/bdgG6NIveFS/XJu5QXRncb26AokAur0Nh0ENL9nL6Lhzi8Zm8/DqwA/0Mc+dJH9mWVI6Gq8enhxAhzUcgq4Bijh2wzg2QDATJFS1j+UcgSRV6mzAubV6vShbTviDLinG5uKjEOoGkJyibUB2wMycPw9wMMi2wBKWpEyCKAqkgfdA5g2zu2pxh89PoXSeRocB8XY86+UgFemDmlOTSNeTahnVybjkKy0OYszxwcocAPYEMdNZYnbG1+e/GKHzqU5/iN3/zN/n93/995ubm/B7AwsICU1NTLCws8Lf+1t/i05/+NMvLy8zPz/Orv/qrPProozzyyCMAfPjDH+b+++/nr//1v84//If/kPPnz/N3/+7f5VOf+lTnbOC64BRXNfjCU7MeWgtp4vH8sfOOT6JqkiC/UVhn41k46rRRVpQIS2slpSJIGO66R9CYj81uEexoinOouKRbnd9j6beZK6vQOQLeSfxdN378qWtbZ74c2YMO94mrem0TdscT37u63LOJNHfRQUM+IOq3Fv+6uqMRkugudG+egPafN2/+qur0MziJ6+26KcxBUmpnf/irJ52iDj4J77uOWBSmV+jsn3Y9cbLABt8jbynGqU8mW6/Ij4MwIZ5LyCtVgsGgHnfIFBQZhe/q2nyCvwbZYiANE+wZd/ZD6nrC8VPRlZZV9uOoMdVMMXD2fLbeUvEJX0Ma1Cbec4faVEA2d2BqgJDEySEDSHeDmV0oA2O1yfqSxkHF68APfE/hf/1f/1fW1tZ43/vex9GjR/1/v/Vbv+W/+Uf/6B/x8Y9/nE9+8pO8973v5ciRI/zO7/yOf5+mKZ/73OdI05RHH32U//g//o/5G3/jb/AP/sE/eOMEBUJc5zqp3HDwJ1jbw1HtacjQ7YvcO2glOAtzt0QdEApU8109O7A0VsLmjUrtGcZaKRzNHW2m4QUFpNTeVCCsewmMYM8A9HvxLXKE3vSNQ5iXKTwdOglC/kTPl+dhehh8JxGOq+MNJZ3bC0KlFhmIDtomGuTa2LcM1gQ6oxPW7iTyGwAN5CHEbxmlxr9RnUnjReP3JLr2TI/RtLlS88LxaFImXQnpzwvklfN25k3X+NuDhHDsC410MonXH828Vs3T4F05bpv5qaLfE5wINx5UBNnNSZ48TXLuiqukTk8TlCdlR10Nx2hi3qQO+KEsH10PhsMhn/nMZ/jMZz4z8ZtbbrmFz3/+8z9I0gLPv/5bxmPIsljJOrkKvGe/Vq+Vp4Di8hVFVTTL98/r9M0hSNjRweAN1Nt121PXXXl/kw4uXscLj2YQDQUb6NiojdEMqLPMWgHGGSYD47QHdM1gPJ0iEZ2RF/1vYAias7U2UV00xd92ZSNtDmgvS4EjYWWrUV1UVncOmy68Jr5LsLYXz2svvXZJw34K+zFuWzfDm7Id4TXGnECnLMXjoUkwsDNGLlxFl+aQftb5ce1YtDON+lmcc+q0fu4VtKn7yNJaOZVJfWNiWJ6nTepvfF1efzQb6lArGvoZeudJdH46TsXeNM5Jx/NmA5trsHvAzZ/7qOJFfpQqiV0l4Fu7yIUrJN95Hh03bnWqOnJ8hDrpWpCzqJy2m2ItEMhX6kRYNimVtfBmCvL5Dk+quk4vzOHjfhUzYvMbNSGBfMkaqmqcWzxVyhmhnJXY+FVgBrUn5AyHqN34sldEdguOU16hZ1vM1on3whlNF66DYlYwA2kpz85U5lWZ+QHqW+nqt5RDsVdESgMnEcvPvjPi6t+VU0Kx2NEHidh+ayTLE7UJBqOrPUOcJQkSz9XvyqG9QtIWgv9Xxd6UpdXyR7SnNRB/JWtcj+WbVSwxP8t+0AcN3hVT3ckNy769KtJ913xXG53aW28mquvgRktuTBYkcAsMyiTHxCWQC/OJhbO91mX0rp6eoAvTmIfuhrmZujyRKLldPfNQO24CWQ4NYDP3lJv9Wx54cuoZhlRJBqNEfpYfzdxo0fvtkd1Aiowk9V3KAohgDszbDW9n1LqMZlB3mMlZCQxSaDyuAze9UdDEKojZn7pKecRYXhsleeUccu4K3DNP8kETLxVR4bz/GqW7Uzicjt2Z03t0EyQeeOWUMPXha/b+VSohrCy8uTcneWS7NbiKaWHh45colxvKQNwVfBvtRmXK7AevUsx6ZwbneGSPbCFv2Y2FyKHdMaKYqfnilOjgJ9dJ3hIn6PJ0+EycwfpoIky/fxV5YBS0/zpuSCLMfvgq3DduO0hda99qr7xc+sglzKkymuaLArfnLH34UpS8zOEc/Nh5zKkiWJ+uSLh7xNKHLzYS4tmrE4984nXMsfoKSAf9B7c58JGLrQyV5RQc/YXXrEw19hcGb9ti6QOXW/wvZ+H4XztDcaQa84HBmnp4g8UPXGnxppgXDv/V17xMhfUMf2KDmfes+r0Gn3F1Xjn+H53xVzTWadlh+J51+j+xAc1lNVGOfeQs5bwzpnU9s++/xuCRzZq2cR5fqFTx0dMGDN+3RvLWHRpVMJ5PWtl1tVJYcx+6SvqW3ZYzUxxR5h9Yb+DY7KTTH7oGb8rt8mbQ3+Vxw+zHrrQTXabC3EevwL150DeWd8UthpmPX42TLIqV/+mPXMPcUW9suBlseapk+mNXozapWAej/9F1ilPBdagVbbnsIk8+D9fWI76VfWH4s9coj9czM2egyzsNyfu2rRyGMjUQeh9dJz/cHkfFXQZ9dKfWOTeW+ujH4JIdbHji1u+v0BuDnaMJ5o4TdtYw3cd8U0gbm3bprrLze8v0RvUUmgo9fTKjfKbXxtmB0e8v0dtuDGAgfbKHpj2aG8TZlrL2u4dIt/CD29YH5bemKBPsVZ1hf+fC1ueXyYI0vtbYQfm1GTDBFY0BXvH8gMwF6PjmKKN/PW83zKIkZxUdpdpNw9DrMsr2lxeRcV3P9ZZrpFQ2v7SMjENl2DGVDyDJldXPHvI3WAnB9aMv9Lj2yiH6+dUYZwyXf+8oybZb9qjXAvSZAddeOkSvCK7jVNvXF37nOMlW1e6AZ+Mnp7n87BRZWUaDMd2Bc797gnS9KsQlG8sSRo/PsNub8VesepwteO2zJ0ivxtZCFLYen2UrhWZGpXRTOf+FY6Srgkp8xejO47OQYK9FDXmwJbz+R8dIN9y39Qc7350DpabNvVLh/LcOBVdl1v2z8cQ8FEKClTF59UIdLVbxtsapaHt+Ft2VloKx4bjuY/VLJmqUjWfn0K20xYNkQ9i8MI0E13GKKhjYfmEWXa1x/PhZFzaenyfTixGJosrG6TnMlayKxApkcD1h88VZ0rJOzulCz7dPz8LV8ELwSubXErZfmEXKkHGWT7uvTCMb4R5OJfezQ4r7jpEOZ+BMwGsDu2emYas9m2Y9IT/fJ230tRgYnxsgO7UD6vRB8somXCtAq9DwjS1uBG56o+Byiae79TKIGEWHPVyO82j33oOSOh4GSwBIdXVjM9YeQJVs03VMNRV3aKNa2YQWXdTes+rXHwNF6a8ApO5oR2e2ib86sfbg7d2wkyAZ28Hni6kEO9tsG5B4Ct0uK1trGKoJEK61Z2uTaOt+LgrZhjae2b+TsdorCls4SrYe/l0/lxHBVYiNelZrHoSDON3RzkgRMUrP2aPSkHzvZXuhy7231HLTaKIY6J3vXlLI1qrPGu+SAnpnG1MOh3OtxomUSAHZq0n80OFccji1fHq811OSxZoPXg7PBgsKAnryEHplLbj4prEGgpK+ElzFGkA6DoxCNTi8oX8x9PbrMtMNRS9k7b0WA/J8oMJcfQrpGnC+V3vHav+TEni6RxoOJseba8CVXrQnJwAG5OkseFBDdhW41gMTXwIkpZI+lVX96Qa3/ae/Acwtxw6iVs7Xd/r4axgCOcwuAhery0gCtCRX+PbA3z/v+EJZ0vvm62AM5m3zyMVr8MKr3Ajc9Eah9hDiZ82/o3+pBLVj8EYDsDTITigMEtTXHpBuOSHaqKsdWcINrD3pr57HERFBHY1nbToam97SViyxBmzjvlGD0Ky/+hX9M4nOf1OI4te5PulvuE7BHqqaHuKEZuImtX3rv4k8Vbr7OUJrLb25jxqIXd9Wn7oliSaeW068bvv7fXu2I7gNrV7LDq1TTGebH7EHXW/Q1ofX3JKmNNA6r0rtGMed78Px1/WtNn57JR23Ye8+xs+C3Lfd46wmQ8M+69IFe1XlruWkwksT9OCSTb+dprC+7TMRXw9ueqPg1lNDj7GrY5rrv2FnuhkGQh3aJSAvn0NeuxSMr47BrtVA80gaL1E0vHOvwFyRYSRMRHAcA+0jJDqVxl78CVt8fSEM18HDqKKWEQ143OSHVHnfdeC8rzaRGvKTmhchDW0cx6umor1OJNH3A+EAThJ7yGnS/buNeuKlgfbMrVXPHrTWCr6BFshLGPYbLk9SFCRnLkTyeD16Jhnq6JlzjKNx16a9pg17l8f5K+iRFaRKp92MWgvLD5dKmuXvFWbd5EsUynmdIdDp4HRNyBy9AQ8ivk+sIP7dJe9dzmrtbFahshvbJC++Bps79iCuMeidx9GZHrywR/0V3PQbzc4jbm7wRrHbiTXj4c49RiOB9GFnagVBE0EPLMJyEJqiHR0ktVIC/JV8oZPcilwglA+tZxchNK4tdN57FHdNA69j4EehpZPgRh2WpoeFUyIBDwTk9YskT7zoc8JPAm8Ug0KbSut6hDSVRgunsvH+ecd3k+qJnnfJV4sfMSO7wpPfgHPYqC8OehBXndby0erjvLCKY0L9E3l2PUPaoagnUI2PqNoeIa9fiuiJymgozGYdnTPkLo/8em0Kyo4KaThgrqy6jd1M2dPINx63/AhV6lQH9ZdN2v34V5BRTvL0y8i1TZvu4taj9k6OXgZLk9Nlh3DTGwWowj0/vMX4qP1bAj6Xd5S4qzVDp7mcSsh+ZoP8IPXH7t1dJfrwLro0gzl5yCOWUwIf2vZRH+EgLO4pMW8f1UJX4ZihwPu3KIJwVYdV3l+gD41b8iY9GPz0ur+n2eOJwNtG6P2NyBBX3nHjQ2yjuPN37FLe3a2gXb6guo4A57byukYlmi29c5filEGXF9DjB6ywdlZq+8hkQvb+DYrjbS+rvMXQe99mRJsLHRx8YIPiSAfO7SXZu7db4Y2mLww+sE5xgDqMmCpi566C3sPbrYFYDoX++zcolhu8AfTOguSh3daBr3IoJD+5TTFX94G79lLvypEHxu1rHache/cWZauvLW16d0Er+mgKske2Kafju3pVBL2rwNxqF/V1eoDeecLTmN27a+WxUQ93FJQnghvuWl0tkTwpYG4pKY+0jbPpB/IUevcL0xQ/fzvlXTPR95YHAgeCI82Bw1GeMpSL7ZlCOSMUt5rW2FERilsMZr6eifh6Zu27dnQc5LdoNEZ9PbOQn1SaRktTYXxC7Z3tEvyX2LDk/HhtXCoUSGB83OoRHzpevS/mhfxQ0xDZD/ITWuOkCczazcbi2DTjW6frGdX1jHkFPxZGAQPFmYGNLqlAXD+uJeTnBnaTJ/SgDYzPDZGxtL2HzQSzmkFTFgyUV3pITttL3E7QDTsaotAxBbORQRl4INVz3RV0J4m8E7BkFhtZEMXh2qT2+9GEbi3i2YX9Ieg4id5ZLRXPWNxg93imMSUJP25C0wubGWKOHsDPg/eYpRRrPRi3Y+51LBQbWZsGhWIrg7zDYOZCuZO0cAQw49RvSjqvWhTUgBbSbptgeUDMUze46VB8CKTTBST17E+q9fN02pDOFDTXBjSF4coIbYQYiUK2mJMtjtveb6bMH99Ce7UScfLTPzyid3Dszz1ov2cJE1g4vomhgMY+2dSpbfqHR3W7W/0cR0WRCNN3b9I7sdtavi2mAqMQnoJOhPm37dA7OWrxzSwaZk80zhJhDfjcW9ZIT4wjHFEwK4bZt616I+uNVgqLb7+GHM/bMnW4ZOnhK/4ch3+eCXPvWIXDhU/O6JihR0vm3rkahzkrmBSm3rWOHnIhy7VMcbxg+p1rbeckE2bevUp50LRSmOjJgt47qrugQ0dnKCz/9CXMSlVPmmDuOYW5+yTmr5xg+J4d/FLuDZ6Ev+n3FMDmGkmedDd4x++yiwKX2lcrJiMDj/Ug0VoZOo/qdYHXU38IyeOMleQvezhrEUZ49F4RwOKE0Q3pSJE/79OaFgpkp50RaXjiBZTfmCIdVvUE65rJU72OQVvVdV7QKUdbpTCMwuP9OAxQqAXIVNEiTTvz2KAVOtiEcP1ZSoW/GJI2DZwQ53Ry9VPlwnls0Aq5BGzmx7PD1untJFfKr0+RUbfRbdqlZxL0tSGJxuFByVjJvzrTORiSFzNKMsSU0fN0V8n/ZJasYz1Anssw9Fqzp3RbGf/RvG1P0AcA5XeHlLQzoWYbsPHZ5U4eFH85BdWGa7hWnmwIV373UCskVlQZ/5nNJOs9/mCp5dKfHKB38SyyuYN5853W61Rl+ysLlcHbY28mrMco23+8WNETn8DurxmSaCJb7QGVyvq/WrFKlyB7qQjZeWHj9CIp8V0qSalsfmHZ92845rIzwvbpFbIqvFTU2vCkUNY/e6ByqGLa0pdS1l4+RDa+UlMnQpIrW59bJi1sQeE+QXo6Y+uVZdI8OE8kkObK+HOLZFUuJXeuQQXS5zN2Ty+SNiIY07Gy+/tL9PKqb6Tun+yZlPKFWetPBGMx3VVW//lhsrHjJUiaoscPIi8K45eqfE7Cns5XCD8WRqHJ4HjzuPHSQVJ7OHLxqk0jffsxNE2DwX49y6v1Om31aWtjMChqoqPd2ZfSKPMGSerCeQMQKoXWJt8eZfp0AM32Xwcm0hkqtAih6s2gj8MojknldbJNJ71gT+UobqbVgRttnlZy10x10VleR73WIE6op1Qvw/bbimF7sF4M6IlD6DhHs8TPMsI0351r/B0EROnRm3zU+oflh30QJtFzbXW0S9n9Lskb7dfaoEjenl15nOawF3z4ehc/03G7fjGWN2nZ+FgDHFePBE5S4XC0iWIT4rklv2BPUowtr0vu0vBclAiaWL4mY/X7n28Ebvrlo2biKvfDev9uo6uRT6bxWzZ3kY2d+oBS1cmd6+iV5x6ue7aJCukjWvft2ujshOB9c1NUJ9VLu56J7yfU5Y2cBr8nkaiTmNqsq6FAJtIm9b/SXaYrt+5PnVD7JFoCWN+Ks7AGxu+6RrXpZwSzr+Y+zI0kGKwDGILvnKzR0ReBwbYHzs4jZy76v32Zo1GMODWAhdk9Df0b9icqhdhe124nRAxlN4zaaRVZ8aKp8KK/Ovjh+dvSCe5do7yuIW66nrf7zfeRDwIIjESDRj8sq2U9bwxas71Gu6pv6/Qc6jPx1iltGjmdrgM3/UyhM3zOaK24Q8+ny3gkCrceRY2x8b5OybhZRKNsa2zCKZ5Gsd92uSSgBdpJ35Ra50ngMXU1sEFDLTR1fTTfQxxKFwhq/axbiTdD/d6YDxKX02lUJhWozpRXg+Xquk1TUjTdNFeI+/bG6IyULSDjnOSZl2FuGnPfrd00Ngc4DYPU1jHBdx2hnUEb28/xzbKyFbcvJKu7QrUx66WxMeyuwF7PF9y0Y9CQE1dPq9+aXnS7bWFGgFZZ4UzO0XqD0H0eaPJZi1ZuqWhmubeX05J/x7Am44NZgS+36zu6n0VhuF0zrK6ZYRjyOoGeGx2sN/1MgcqbGB8nSuDmN77mpcob0kBLID+qaE/srVlVpIwYKGahWBFfvgeB/LD43CneS1O1EQeLVkuE3qBJhfHh+vYzP9WsaLMRDw3tkkB+gOr+hpjuYkFsdIvz5oM1ajMUf+eDK0/F4pTT0ulZuW/C5RgVIV/oSMYm8e9mmGQxL5QuIZ5OQqz/VLHtLAcuiqbmuTFj1OzYnPcBqAjFMq3kdmCjOlqJDKuBmy/bKDXvnWUZ5o4TFPccoVhw7niAlojFaWxKiqkS780SOx1atWdBqn2lWPmUw6oPWvVUt25J3A9iqiR6g/pjX5XYnFqe9wJ64hCysYOeu4DJAi88rVWAj0wjcETU8iVq53WUthgbBWbSCWm+/aN4hmR6dRI9DeRHhVYOIwcmqyN1wrh+TSTOsaRNnLp93pGT6rbDBo5/Lu32aOJw2kbQZIEHGPZFMjnBYLT53ByDWbdijxPiBeMEhYAn+zMFB+tb6FTB3G2rbF1dgLVA+QnI4YLB0V3K52erfOzYm7w2N5m9fZXtSwtk12JPPz2Zky2NKU/Pwta298zlzDkWfyph/dJBn4LASpyQnhqRzpSYl6ftoKo8XJPmLN33CmtfXSFZw3sfItC/YwfJDOWrM7b86qYrSQ0H736ZK39xLE6pIDB9xzrFTop+294QJka94kyXNsl3NkiDUHARmH5gg/HVAZzr17zZGVfkK2xsIprgNzUTYeGhVbbPTsP5fl1WXtQKw10Z6CCB+beusvXqDFzoER4yk1GwRJOXUF01qD1YePQqG08skJxP4kF/V8rUe6bZ+b+3kVFurzRc3UT7sPATV1n/9iLpBamXXYD0cM78iS22vuVCUhRZ38LomJWfvMS1v1hBrgWjLk1IT20zc+AqOy/P+uVD2RmhOxscee95Ln7tMHKtRlGB4a079OfHbP3rBXsWAMAoZrzJkbdc5OJXD5OuBW0RmHrbNklm2P3mnO3nio8m2eXoQ89z/suHqzxLtWc7fdcmWgqjb89YJV8lqdNhweGHXuTiVw/XKUwUtJ8xfPMW+fAy5ukB7nyAs16Ld5xl9aVj9irIQPkN37lJvtZHn+3VM9hghiYjy/vwJPLgbdsUGz30+b7va1CKvtJLqnX/nZHva0mg/9Yt8qt9eKkX6b5ySZk9vMb4JWwWgTV7a54m0H/bNuMLA+RMGuGYA8rgzjXMnzt53IXVTTSB3tt2yF8fkJwNFbZgDin9U1uYv7CJMylLWN2AVEjeukt5ZkB6MdbK5WElOz6C14LZzvo2BiV5aJfylQHpagPnkCKHC9InMyvvAOMC3dhEHxxjXu6TrRLIh1AeVmSlIP1ez7YFrEOzvY25bwte7JNuqN2IrqrLj4DOKv0Xqgfb29wIiN7IBQj/HsL6+joLCwu8Tz5BJr1IOYSgUM8cGp7yG8ZxeHTjRCldQjwb5NF2AqTx7Y3gRBU28CbQ1r1u0EHHG8HpwuvCuR6edLfT89PE3+6F47/pugPjejiNvt4TJ+T7vyGOnSQqqh33JewpHx04Sr020MLRSqZuoJ7m7/CbvXCovfJOvEny4TC71lH3wnEhR8269sRhokzdMI57dj2czr5+Y3J4wzhAYXK+zO+ztrbG/Pzkg2w3/0yh4tqeUSfhwAje3BCOm3/6F92XncT1NP7oGoit728QJ6qwgae0wz876yFuV+ecdUKdURRNiOfK66J6Dw0zQdhrfnZomOsay7DPxJe1J074Q6penoQzoZ9vGCfkI4Am34d8dOB0KSkJ+kUnSG/nOLiOVTDVdLfzqwkyspd7Gr37PnDCuq6L0y1Te+J06IEbo63pid6AHDbH5g3JLpVHsgdNFdz0RqF8611IOrDTMDuaCTNP+RuUgOSF15C1LXRuGnPXSXyCuyDMLfwFgmxskzz3KgiYe26xuUaaO8mhAFQ5iuTZV5GtHXRlHnPrsfhbj+MGjy0vefUCcvGa3eO471Z00PNroTFy8KcxJE+/ZKf4R1cwxw5Ur2oahZA31bPzV0hev4T2M8z9t9m1Z2kMEGn8zguSp15CihJz6gh6cLH6XpHXL4Ma9PihVkqI5JXzyKVV++nCDObOE22F0jXFUSX53ivI9i56cBFzyxFa4LzjYDNfLq+RvHwOTRPMm26Dfq+N14SitHwcF5ijB9BjB66Po1rL1KCHuf/WKlhh8veI2OWwp19CSoO59Si6vFAR3vi+oeSTl88hl9fQmSHm3ltiHmosS76IrR2SZ14BBXPXSXR+pqHcOsAYkufO2PuDAT20ZC+rl/q9XFq1/Z+4pbrqneNjXmCOH0KPhEfC3f8kGgMCyGuX7O1qw76V/ejazKbitj9kN0e+95Ld47jtGCzNuTdBY6pxTHUeySjyvZeR3TE6O4W5+xT1FL8xxkL8zUoPgMWZnfJjLBpfAZqoIs+9imzuoMvzmNuP+efepjT7UAS5uk5y+qxdQrv/VnRol3DD2+GaB2QFu9TE01wXbnqjoHNTkA69TnAK1O8RhB875ZClMD8ddYibtUn4QLDr9VWZOjOE+RkmgnPYVZGsGixZZuvqUnpN9F6dPlhnp2BqcH3DX5R+YGq/B/Mzti1CHXHThXfNLWALzE5D73pH1YBRXrdh2Ie5afvbGJsEzxhLd5pEaNoP1pCz1N6g1eWwNqNKgo1S7WW+Pn9ocBJz1rfitg16FR4tHP8sL0EqugdV2zoNVfBMqY1AIhYnMAr1JnzcLs3G9YxuOLDy0aii9nzrszBePtIUZqfRNAn2wioF1Yy+qepHFJ0eXpeHKpBcuFava+PkqkHjwiydkAentoe9yXxs0jhYtZ8kgs5P18ZmD9BsVPGxaltzbAbGzwdHGYM4+Qz1wPXGZxDwoDNTkQwbaV/nqYnYg6FV8j96ac37oK7OSKqd+nS5zk6h04No8hA6if7QHLSFewLc9EZBDHXaAR9fXB8CUez79r3GNnoijBKpwzlrhjfZrEmA03AutFEe4OOJ3fM6yiegxFmkMNImSIMbtSUUolp7uCa12hLiTxR8aSvM1sG1vSCxR+/tacukrXz3CH91ocNdMeuTq3aHoqShFBUpDXJ5rVV3fCgvOIld9UVL94cniT1e7XhM4kvI4uZZCg8TDKJrVxR2LDVO86xNfBBrDyMZVBt+0hmjr9i7kKeHQfK6G1M23TUGJbRkrNuQ2Xfd9LVCgj3d2jlWXe2BfW40R6J/2o4JfnzQgdaZal5cmwJHIKS9iRvV0ciSqsR3yQf6Y+LZq+vAzR+SShWK+rNbjA9XDxR7QlIVzl+iuHqJpsiUQ8h+dp1imXogVlDcV2AeGeEygHqcKYGPblWhp0QDtnigoHz7qNU35YyQfnSDYsENAPy/5QMF5ZttwjME7xWLMQyPnLf10RhI7xxR3FfW9iAQoPKEoRyKF0CoBt7DuxR3lZFgecmrEuKFm+qaWJzy1uaOLRNBBxm8O6c42aGcJgwokwnJB7YojrbLHt+imJ8cRSF8KlVY6Qe2yQ/GykRUKW836LvHmIMLUVnlQJAPbpGvgJ++V+WVdxfIu3YrmuryzACSD275frN1VEb+vhzePooVhVr5yH56q76/OaT7vhzTkciwnAZ59zZmGCs7TaC8t6C8o4xCNwHMlJI8uuPlw9EGYO4tKG8J+i3gq9w7at1tDZYHxbHA0chSm3VzAqjY5IPFkdB9rcoKE+K5pdsqcaC5raQ41C6vnBXkcJwQz/G6uN1ESQldO8s5obyjbMmWChS3GsoFfPhxjQP5baYlU5rY5+UctfNWvS8WbRK9Fg8SYXyrUk4Th2arTYg3PlEbvYpySITxKfWhyWEYabEgdhw0BoKmNllfOZS4L1Up5qsIpDZL94Sb3ygISAH581MkmwHj3Dr91S0G37tAcvpc5H1LAePTU8huh9t2JcGctzmOwoGf5Dbxnrj8XFJ3vK6l6JWO26MKGJ+vcRwooBsJut5O4Ka9hJ0jB+qEeEFbzVqKbiX1lDGEkVS5ZcKZkWI2M9it136tAQiUgPs2VDy7aZ10rsMz86UHg0HzBLrOmnUgOiOUX+wjO3HdKMi2UF7NOnGKqz0kSIjnDeCOUG5k8fJVtTRg1jKLE3iKosAowWynsaGsvil30lYf2KUmQfMOZgi11mp69akiWTstsmaQzpStRGgAMmOQKVMrNq1x+iujVmy/CqSLOTJXRmcY3L/DA7sexzoOVpn1j45Ilgr/3aRT1zVhwvC2bbLD49obr/qvDBPiEXvH03dtkh5uGkbFLBhmjrSvs9NEmL53AzlUZ/j1fb1UMv/gaivpnCbC9IPr6KGyZbT1oGH2Leut+7g1EaYe3MQcqLOu+i8OFky9ZaOVRM9kMHjLJrpkqhPFeERztKT35q2INkExKUy/a51yKZhBuJPKJ3IGb9n0tPp6+sLcu69hlrU9W7ytoPfQtl26bDiIe8FNv3yE2pwq/Weqo5kRYwS9+yScPkvy6oVo8yoplOTJrHOO2jtXcbjBZMmV3hMpLpeL9xxF6J2x9UE8qJKRIt+qkuhFlEHvpfahKQBKkCcGyFQDRyF7th7VTQWTXhR0tk6e5gZk+kRw1WCzrirvist+5wxG8niwOdtUMA41mP6KUeSxPom2v2tB9U1SNusRXOxd7xJwIW0nxCuU5Fu1wQ5nedk5gXNZjCNVjppvDEi8NQh480qCjdVsJ8Tja0OfEC9sVlJdEakhPwXSLaX4k1nLSvfcKJIX6FPVZmFD3NINyL84T1adwndLBaLAdwb4ZaSgzHRD2PnCUitZnyiYv5iKbJMHhe0/WyRdCC+Ntx8V/9qlvdCwmpiJ4V9GGf9JO+RRtJkQr55pi4GdLy5G9VAteWVnhY3T86TuXlQ3iS2V3X+1SBLefYK9yzo9k7D5wgppebGN84UlUtOYsQqkLyXsvLxEVtSJ90TtuB5/foHM4Me2W7lLX0wZvbRAUsRGKx0r5efnbUK8BsN6LyTo6VmScAm4whn9P4s2IV7wRgXS72UUz83Vd69XkG0btv7FCllez24dicmTPczT1ZmgN5D/6MdipjDJSqoAWYreehRz90lYrDbH/NqLU+oNBdsY7PVzN+0LHnXmL1GanmJdl3gPzdXTqj9A0q4ZQaWh9hKD1trrXh8H3rMrP8z/4mdETU/WLcMEJ041EVTVHloyTgHd2ATXX3I0IbSu/ajuQ0sP7b2j6M7qmgnX3Stp8kRCeQnkoPGNO+HuH525QPLkaWRcdtYplUHtoskncOvCM90NaC6FRhDUE8mwCWS42aYJ4GjrPEnbnPlWMp+U2t7D045+C/CTUjvGW4VThCj1Ek5SaMceoq3DJ8vztGEdlEK9xx/6lqL2zvaufY8kb3hAzgCW7l1UO1DdYa0NGaqUgBQdM0kRj1N/X/Mmqd5NkocuuPmNwh688AzsZZjjB+rIkEDheyHo8Lw7FbXW0+74W7eWHys0qf4X3lDWTNDXPZBrIp3X7+ua1KuhcuxSqpMMQ1O2G0akaxM4Ls8pG9u25OI1e/Paxat0WqQJdGj4ruObJh+ifDChAYyQpPX9jSg9b+AaXnXIi7axbnuNenARc/IQOim6q0Vv8NsY5MwFGDXWHiOtFtLceNYyWpZGubIeLaWG+HXitQn1dT1y32/uVNfXOj7HctGk08nZpE3c6FHH+IxRupNetpy9Vrna/q4DJpUTjQtpjJ1Jy3CVDGlDNjuNeeCEtGkK+urGbcLNbxSinDn+Yfu7aB29+W2HFa5xGn/TrSDdZSrNFMleV3VZ8r06skMZTaKzC3SSZ0tb6Ucb0DBZmJskNulx5S/NoaeO2DQcb+BAfe2d6USPtXndaQu5q7oO5dhcb+6aBUlzCaLxrUx4HpU1PYRDS3X/Gdo0TqJ5lCMXrvoooElKo6a58axrhrixgzz7ik3v0Fl/dyWdSjNoswKyvoVcvNbKV9UqrWucvQG4XmZiW+iNlR2ODZfhYGIde9XnqnXlNGeafuYvtMd2Le/ds0kNVjTqW96iWZpww+P2pjcKdhNLbSSAi8YIeFMsCvmxjllAaqMUzFAia6wCxZK9Gs+XX4HJhPykTQbm09dKUM+SIyqsRxgfxSfRs3XYQVYsEkW3eEggP6ytzUdNbGK3Yi6OdvD0DfHebXRV6DLRdY+dis49r7yYYokoId71BokK5MtVEr1+D3PbETRL9zTYKpAfDeoJvMFyFopDMaEqNqFaE8e3c0YoVjpoS2F8pE5kGEaVlbOWPy0PP4H8IP7GrfC6xXIOioVGJQKa2WR96pLtBrSVMzbKBjUwrj1/TSBfChMZ4mccxcqQ/JG70IMLkaxpIhQL3UnXykF3skCwCfZ0YRrz4B3R3ePllE2I52eY7SlQS2bMoOJnMOT06Armwdtt9BIQL7nhk+g5fvo9uUTQxs1mXg76EiSxcwrcjg3TJwIfJNGrZ3nhrEQTsbxpePqOtqCKYGnUvQsHtf3T9OJEhtG7LLYK/nXW4ZBg9UQz+aID1/54paEyFDdwvKgJN71RANs5U+9Yxyw4ixoI46mc7E07La+pHMLST16mXAisNVilePuI3oPbLY+6nIKZ965SLrjntWBzz4jkzbut5aNyFqbff41yrn7mLHz6lh3SN+9EHgqA9JS5d1+zRi7y6IXBOzdJ7h21vUKAkzllGNpY4cz8xCpy9yjgS90wTawwhnnoNRWG711H76yvNNzL41cszuwHrqK319El0oUXsMf0hLmfuoo5bDyvPT9vz5l591rrjuZyAEsfuoQ5VN994fZd5O4xg0c32vcgD4WFD1+iOBBP2VWE5E27TP/EWqsPihlh4WOXonBIqil+/6FtZhxOAMUCHP3kaxTL4uXNKYzhuzcYPLyOvHTWngov7cZ2sQRH/sPXKJyOXt9GXngNNYap966RPVolSQy8SLNoOPiLZylnXDtqR2P6g2skb93pWJJRlt53yYZDzk3j+t+kwtxHrpC8xSVhozVWQnDKdf7DV8je1kjAJsLoYD9Q1sEsV4SZj15FHhxVz+p3xXHD4ptXm+RiMmH+Y5fh3nGEA1CeMix+4lJDKVpZnvn4VcwdRWsZtby9YPbnrrSUr6bC9M9dtSHYTeN3Z8HMx6/ERktsmPPMJ65QntS4HrF3vPc+tB5lZFWswzT385cpj9WzBme8zH05vQ9stCKjyqHQ/7lVivAu+XEB27uU9xfwnh3rHCjR/tlecPNHH2FvIBr/P4tkeXzzlyhkT/bQpEfSvAZxG1Z/+zDZKH4ugDw+wMiApHEgJtuCnd9Z9jihYCePDSqlFsyngWxdGf3OMtlufAOXAObPp1GwUTGhIzIWtv7lMmlS4yh2CSr/k7l687ExcOV0n/QWJ3CVIhkX7P6TbTg0DWk4Xa1+G7W3aAWjR0pl9IcLJEXdEBfRFMG4gH4VhlsqW19YJqmuDYw9yzaPVexm3NbvrZCN4wEvCvK9PtvPLdGrrlv0fbCjrP6LQ6Qj53FZRgiKPNln/EyfzFyOcNJd2Pidg/R2go3Rqq/K70yxk0yRarRrSbYJ6//iEL0dKmNQ99H4L2cYJ5CG6/IK2apy9rdPkm0QgSjs/Pk8GMiW1WaXHReAkl2D8797gmy98gIvXkUuryHHD7LzZwtICWl1SM31QbKecPGzR8m2aiPn+Lf19QXIhUzjKzxR4do3Vkhdf7pgPaOs/9kysksdNTVhc7ualKMoa48twUiiK1tVoLel9g7zqqd9wIMqG99aRLbEiaEnLrmcsHp2npRLMd8MrP3lErKe+PL9kuWlhGt/uUwv6GtRBSNsfHsBuRp7BqIgF1I2xov0XMRSRYSUyua3F5BLqWug5xEXMjbyRbIySD2sVnbrehrMupiyO5ohaywVSg7rjy8gawkqtbcPoBcyRtvTpMEsCWw9u8/OkmzZqCsB5MwFZHUDPXEXxdaAnrs/ZoIhb8KPhVEQtXchh+CvhzTdkQhoFXYoEK3PSXVtYIfShQqnUQ7U0QbqUgg5D9tAuqPxxxUk1XV+rY1jtYqMqTZOOtLYkwuVaUW3G7wAjHOyM6uY4SwsTsgB5AaBn/1oTfMEPsiVNeTMBZtDanneGuCtmG8TL0PR2jCkO4FBDJRFUig0IzgqXmXbzTLt38lYoRUGb2Ug23L41fWdFZ1NuXH1i6pV7gGvfRiro7mRA0tU6K3GPPDhshvVLHZ5HjPok3zrWaQokRKy+spg9Naj6NEDMD0kW1dfdkReUYXsOqNY1aciZFfV86O5FJRcFdTPfColo5DFupj22rREZIhCeq5xXZBjSR6Pt3qDWMherz5NwgtqLD+bShyswcrOJMHsP8DZwt69rh04LyctuVWx4b+sNc8FKaJC9pJV7ho0XxTSNYvT3BMUA9kL1ohEkX6KTat/NYnHJpXz9WwcBu/l4zJwOaHpUEkB2dNp/aGCnjgEBxbpXU3hakjUjVmFHwujALQHTlMZNQYIBN5SY3M4wgmfRREUEqUZaMbMh3RFQtNBd/e7wEMP9WZikWqauzQ2dVunh5iH7qrz5kxQ8uDoiNs4kfA0sflpksYAlJAXkxodeEMhLU1eTeivNwTBcp7Fr2ZfjXZKk5bg767omGYZ/jvfrljxQUB70vRiA8Xey+p8OY6260RN1fdjX4c5vpE38O0eEMqkX1509DUthZfdUBFev+76ZjPX/thJUYnTQYR7BxI4Wj5FRBUd2CX60Xmbjg+06QD4huzRgAnl7Km2uwiUxjMBBj3MsFfbCcerG+zTm39PoUPZu/U1OXvZ38EbTa+USMFH+IG3GilXoJ2UJKxUolfRm7CqhiBfN8qBUODlusrW1acOT4lTFuxRXfOmtygmvOl5Lc5h3na3Pfsxocy9w/y6U5fH+yET3k3gZ/2wszr/7npJ5LposkstdZ1duXb8d40yWyHMXTQHM9boLEvkbU5qZ5v+SXLVea7gutDwkoMxF4VzNxUY+HZZmpq0XL/mViir1PzvKqsOlqgql2AcuFlVa3zWRrmuKwxHnkxfy+Fr6oRwPAXy4/o4grxo7wto/V88NtvP9qOPArBX88WbpVxbJ3n+DPLsK6iaWkjcPxJEbzSU8+Tr9DSKBGi+84/CsmhcAdhRZguE+lJuDQVea8Xd5U2H3lJYQ9dgbdYHdQhmKGxdwucgTaPv/CBye8B7zo4qxdy4ajGkuYPFtp6An1H8utC9tirOmybq670O/GjQB2E5/n0gOzVtsaPh9FCUpqJlScK+jr3pSOF2QYPftg+Csrqck0D5RUER3uucUFdX3VF7ulzj+McbmeVNpD8sp6k/Xbv8VZx1vb4PusaClwtXjtTftxvTSdMkwxd/XOO0ZnZ5QfLki8hrF1s4mgTy2yBHzN5y3AU/dKPwP/wP/wMiwt/+23/bP9vd3eVTn/oUKysrzM7O8slPfpILF+INw1dffZWPfexjTE9Pc+jQIf7O3/k7FEXBGwaxycuyn1ujOBgwZ34Gc2SF8qfn4H1VYrUwTHNGGHziGvlK4PlVA9S8eQyP7rSUaTkt9D6+1gojVRHKt+SU78xbXmE5J/R+dt3eqxzhAO8YoQ+N23qip0x9eJViuo2TvHsbc39R0xXWddLUdyRXLzUTkvfsYO7qTEpkE+Il1RivaNdUSN67TXGbiQS5e1xUOJmgP7lLfiKYQW3twOpmN57a6KPez6yRHw0UYvVPeWdJ8t7t1p225VDIPrpOfjB4XOEU95TwE7utgVkOhd5H13xCvHpEAQ+MSd+9FeMomClh8DOr7TufAR4ck7xtp14yqaCYEwYfWaOYCQw6FV/fMsa8KW8ppGIW+j+97sOp3ea5CvCWEebudt4fM6MkP7kd3Unu3z84qhPiNUm/bxzda+xCO8s31QnxJirOkD2JYO4pKI+7Btb9V0wF4aVRpJetvzzScef2gpAcaycL1ARbz0r4vf23XMAmJmx4z5qAubukWGzTXS7a8uI9PJurqbynoJyv+WIrq8K57ypp7h9pUuH4cV3zr1iC4jaDhpvW2HGV32Eop9q0FQdTxu9aQQ8sxDxIheI2gxl24CxDfrxyrm5wlgA/ZKPwzW9+k//9f//fefOb3xw9/8//8/+cz372s/z2b/82X/nKVzh79iy/8Au/4N+XZcnHPvYxxuMxf/Znf8b/9X/9X/zTf/pP+Xt/7++9YRpUhGSsjL47S7IRDKxehrnnFCY5QnF62M6hM1J2np4j2Yq9MVFFz2cUr/XbG3VjGD0/jYxaVKCXMvR81vIAZAyjl4c+IiMKkbvcw3Qk0VMj7Lw6HeSQqekrzvfRa2m1PNTA3Eoam3xWKItLPXQjicvystz2yMAmnWPHxeY3vGJfTuxRmY0MxpX3WRqSZ18l+d7L8R3NgbcqBkavTCPb8YBDgfWU/EK/5V2KgfHZYTuRoQLrCeWl9ma6lDC+OETG7VleuZnaBHthXwtQwvjKIOoDP1PZSii3GpucVXvKnbRxGUqFaIDqbAvj3B/wkp1Ry0v39GX4kKDIaCWQDttGXsY5ybBABqYqL+ZrNlvEs5+qH7LlHGb3PnDWhP6xXZKVgqbjZPrSfeI+EWZu2SZdKRptVXTWML2y04kzdfsWrBTBLKhyQhYNs3e2w481Eabv2oDlMqoHgJWS+fvWIh44J2j67k1YdOs7VV0CcqBg5p6NOPRVbbjs3ANraIDjQI4UTN27WSeqc7zpwfRbNjCLdd0eTpT03z+098M0cGbesYaZryPNPM9P5fTu22mFsV4PfmgbzZubm/zSL/0S/+Sf/BP+2//2v/XP19bW+D/+j/+D3/zN3+T9738/AP/n//l/ct999/Hnf/7nPPLII/zhH/4hTz/9NF/84hc5fPgwDz30EP/Nf/Pf8Gu/9mv81//1f02/359UbQtshJFNQkUVaingLyCxkRUSez9aJVZ7Jq0VVNCp2TnBbVBGkQC5kj0VRw+4qIje6+LLDiHdVeS7vdbcWRSy0xMS4hUgT/eRqfZGZfp8mIIyLjO9ArpQew4u+ir9Xne2UUevS4hXe0hK+kR1MU2wdyIbO3Gm2UD5Samkj9eJ9zRN0FuOWgW4vlU3MVy6MNjLzVvrBJBdAM5l0SsVsVFe34kT4jnIzgqcS+tnVZ8nuaJ/2bcJ5Bq8Tl9KQVJsQrzarUt3Ff2LIanff6hRkxezzo3ydEspvmIT4tWbv1WxT/S9vROp5Asle/oC+T+fIV2u2hM6+Y8NKq8uXn5JNoTxl+Ysba7QnRHJky+i55ZJTh3x9fulQYX8sekgIV4VxmvAfG3aluVmCR2zwiic2ij5V+fsvp13qOz7/pqpwpKhTnMBFMrmHy758RneETApIZ6Uys4fLlZJFl0Ip50Jp68mbD6/QlqFLLv+SApl9/OLpDW3rceOkJxOWX/pAFkRh1slubLz+SXSUqP6VWzyw+0Xl0jKzQgnHSubv3eArAzOvlTtTZ7JGD2/ECXEAyEZ2YR4WVnzxfE1fSqjeGauusOlFqp0V9n5vWWfEM/jAekTPUzS9+H2N7rR/EMzCp/61Kf42Mc+xgc/+MHIKDz22GPkec4HP/hB/+zee+/l1KlTfP3rX+eRRx7h61//Og8++CCHDx/233zkIx/hl3/5l3nqqad461vf2qpvNBoxGtUu+vp6dXPY+jaS1mly5dIqlCUcWYmFHOztWmDfr28TyA1o/Knvl+0dP6pkawdtfCd++hxafoWiEoiigI2tup5JoNbT87C1DXnulyi809cspzR1WoFR7m8dE2rhaTZJoc6nYxRZ37KJA8NytS7DNlhtfLQzBDsjZH2r3t8Q7OANSNQshSwlubJWl5uXyNom7u7kUH/7yBFHq1FvhGScI6ubnh8+EqlVCLA9qtu2toX2e/ho8oAJYVmUplZiozGsbdWOhNopd7h/4vrdy5RRZGMbEpuL1dUXipiHUdDP/Z7laVVfdJMWRIoQJx9lSbK65Q8t+XelPXwla5vW8Kjafqo2OGRjFzRpxEsoIhKxEFV7o597Nop573ys4M+6fUVZ83F3jK5tRX3bxHO8kp3c85H1LR/V5g6HNx03cf3k6toeoYHsR/0UgAQyRVEiFd+TRmN8W6no3qpnMrJll5bdJCWqoqqzyUfJC2RtqxWwEfoW/re73EiBzR3SPD5DQ8DLSKZ3OmZbHfBDMQr/7J/9M771rW/xzW9+s/Xu/Pnz9Pt9FhcXo+eHDx/m/Pnz/pvQILj37l0X/MZv/AZ//+///dbz9PEXSCRYMnDW8uxlWlrYCdDGNum3n5vUvAbUmi559tV2mZNwnEBdWSe9urH35036SkP65Ok3XFdy/gpcuLr358268gJ54oU96gqkOPBEkjMX4MzFbpQmbrictr6FfOc5JqjLNr7j4+U10ivrtC1AF37NR3nqjfNRzl5Gzl3Z+/MmzihHHn++o64uGgO8nRHy5Om963BtdThbuwEPw08Vefls8Fyjf5IXzjTKnsTD2JuQS6uk/ja7N9Bnr18iPXu5/b4LPzAk6Xe6+Lh3XclLZ+GlN9jPmzuk3372jdf13PehB66uk167QT3g5NcY0huWX1BtJk7shh+4UThz5gz/2X/2n/FHf/RHDIcdux8/JPj1X/91Pv3pT/u/19fXOXnyZCVMHdMmpfu5f7/Hu4k41ynzpq3r++DvDeO+AXqjtt0g/o8EH69H4/XqegP836u9rcdvoA86eX8D0Nm2H0Kffd/9/G+zrh8yfTf42Q98o/mxxx7j4sWLvO1tbyPLMrIs4ytf+Qr/0//0P5FlGYcPH2Y8HrO6uhrhXbhwgSNHjgBw5MiRVjSS+9t904TBYMD8/Hz03z7swz7swz68MfiBG4UPfOADPPHEE3znO9/x/73jHe/gl37pl/zvXq/Hl770JY/z7LPP8uqrr/Loo48C8Oijj/LEE09w8WK9/PBHf/RHzM/Pc//99/+gSd6HfdiHfdiHCn7gy0dzc3M88MAD0bOZmRlWVlb887/1t/4Wn/70p1leXmZ+fp5f/dVf5dFHH+WRRx4B4MMf/jD3338/f/2v/3X+4T/8h5w/f56/+3f/Lp/61KcYDAY/aJL3YR/2YR/2oYJ/J7mP/tE/+kckScInP/lJRqMRH/nIR/hf/pf/xb9P05TPfe5z/PIv/zKPPvooMzMz/M2/+Tf5B//gH7zhuso33YakAwTFhXK534La+HAXUfDqBRuNMjOF3nYUIIrl9njh2t/Wrt3EEjC3H4epPYxWGJ1y+nUbEbE4i548VJfb2AOMcM5dQa7YOGq96yT0bUhmmGfHt8vt1xlFnj+DjAv00BJ6eAmdsDEV8ejSNZLzV9FeautKkzZeg1bJC1tXaTDHD6LL841onprGMCooef0SctVGi+ncNObWI3XhTX6EdRslefF1ZGdkE8kdP0gdfoHPPaVBWaIK1zZIXrtkw2LvOgm9NKKpRSfY5HTPv4bkBebwMnpoqSYlzMET7M0qkLx8DtnYQfuZTQ6YNhOu2Q1DOX0W0gRz21HLx+deQ4zBnDiELs9FPKy2GSM5VoTktYvItQ10eoDefrw+vRz0axxCB7KzS/Li66Bgbj8GM8PWOPF8qU7Mo0ry0jkfBaMHFtCj9QmyJr8juSlLkufOIEWJObKCHlwIOrnZxTVucv4KcmkVHfTQO0+gSRKPY4h4ISiMK3k0ijl1GF2Y7fzW1QVWpuSF15BRjs4M0duOBbQb5JVz6MoiLMzExG5XegAwtx2zlydBHaocxAMEjEJeOots76ILVg/cEKxv+Tvl9c4T0O8R5VpzcR+BMAqK7uzA89cv/t+KUfjyl78c/T0cDvnMZz7DZz7zmYk4t9xyC5///Of/zStfmYdsiOlQLlH/CKQXrgFb0M/QA4uRrNZpFSpRcsi9zeo7QZfmqlz0YcG0gziMDd+EETrs27qw+0zh5ewqtRSJAqsbVVViFe6wX9FWRfBUdRgXnqdYQU7PAoVVFlVdTXDt8+1yIXZJgq4s+JDUZp4mF2orCrqbI4lACcxOoQdtXbVy7qpX0KvrNav7GawsVu0nitVugVF4xUaj6bAPzdOegWH1PALEhYmK7TMNDHmYsyjMNURRWMWdYxXnwYU6hYFiB2jQ2T7c9/XLwI4NoVxZQLOElnYwoMOeHboLM7A7tnw0FR9XFmoZI0B3ZyRcUZdW7b9ZZhW1i32s+ojAofG83ehRaW+Yn0EX5+rUIq4djTh72646ll+HtVz5vipK61AE/ECxIdhJApQwOwV7yGM0VteqkNe0ksc06dwGd7+NgGyPbOgtasflgQXbhLA50ijDGOSlc0AOvYYeyAvk0jVYmEEPLtZDWrFh1I6GxTlrNJxzEI59V5lYAuT1i7ANDHt+vEQEddjLMNmlLs97R9QfIwoSQ0bysnVj6v7HJ0sqsUJrvTNM3v1Xonh8ixB4Af679oEp9131s5MmLzRC9GEzadrkwLOaJldmZ4V7td8JUZP+PaCVa6Y5kaj4URu4mog6z47SJMzxtT6oNcGSd0HDCNenqieU0TQ4lWF29If/NloHuPY5xkstK+r1eP25ay61nNg8WgoLc1ZJNK/jdGcQqPHQOsOqK7uzzxqHV5p3UnRCh+yF2X59uyL8sFyFzR2SZ17B3H0S5mvl2JLHpqMWvO/K4xNBqGh9Xzdk8nqyMmlAyYTfvQzzptvRVDrGuDT+DlAlJrfjx3XpuKFx2XCkAKRUSGqn4EbgxyMhntRX49XPKm8ora7zCwc3VjHYG8fwSdS8gstkYppmTet6XLZDUSANLnoP6Uho3PQU0tC+GN594o7VR7ekSYzTSnQXeOvaaGuYYM/+aAtQaDic4twzu6fWOPZQm3WffaqNSoD3UlCa1kS7lANaCXmYhzQagEH6gDqraLvdIZ1xQRKlA1HBeu3hZ/7MSO2v2oSBWntnLX7U7lvIF2coALoTLYb1guyM/QE3MU4JNBqkeGPY1eauDJ/Nw4l1pcHfwTiICwy+6ffskle/HxvpFhHOKLbLu5Gssc3f1zUkjn7/TSPjbFdlzTQvQeK5iT3VIdPWlncwbS86Xa4xCcbMdQxDmBwzXM7c0+ltwI+FUSjmhN7Pr1LM18rTK4t37aLvHDUGlb1TefgLVylnJfI+NBH4iR3MW8ctnHxZSP/KOuV0lZFVa29Z371D+aY8no5jk1ZlP7cW3XcMtp70fZuY+4uWMCU9ZepDq1Vyu8ALToTs/RuU9xSBE14LQn5c0cb9vCYVkvdvUdzWyJUTTlElNDjWuCXv3yK/RWOF1MzGGBgn0xOyD25SuCRpDnZG9rRuB5hU0Pdtkx8PB3LVD6trJE+/ZJcjqGkwGfC+bfLD4feWzvxWpXx41Hkdp75/h/EBZxjVD8rirhLe5RImOsJsYkF93w75chJlj0VB7y3g7aPWEkgxI8j7t23yw+B7AL0/twnxUHsC3SWQm4Xkp7Z98kNVtdl9X3wNc29uk7GFhhYw04K+e5dyUMugq8g8kFPeVkazD99d942r+4brPtJEKN5UUJxozDJCHyWcCSjoMKP8pQPkt2fRTEkFxiuCDmpD6vrTZAI/sUt+OFCC1WfFMaV3xy5NMJnAI7sUB4KHDue4Yt46bmlu0xPkkR1KNpHnztj9m0o+ypMGffOojdMXeHiXYrFtBsoTpjORoekL5u3jKNGlTwp4QinuKuvlvQCnfCi3V6JSy60oFKcM5e1lZz3lA7nta2Jjmh9T8lNa981+6uwa0m3Y/eY8yU5ziqmUpweY0/2WAk23lK1vL5A0ZFGMUrw4QM+08y+l2zB6Yoakuj7SjweF8qUBej6rBnBdT7ItjL43U19RGOQXGr88RC/6g/weTClsPT+LNJPGKoxemoLLQRK9QBCSdbG3r1EbK1HIzwyR10dwdaPbm6na4DxhUSU/O0A2xA/q1vQ0/Fl9M748QHac8FaCv7YJOzGTQyNcXu7BrjPM4q8aTXcLZFTnl6+ViGBWM2Qs0YwBgLGgWx0ir2C2E6RKbxQp81zQRnI92R2DUTSXtgcn2D2VZj46x6dgllTPgBp0JkndbwLSN/XatQjm1iPoqSPIUKFnaCoKTZR0prCzSafjq3YlUyUyqOUp3BTOZvPOGXC2WMDM5IR4zmmwdVeFBUp9rwyd4ViQ1ODyLRHMRkkhScNMjsHPoQlmzfhZJD0lGcY4js5sxnaQ5EU8tIZKOlM2RpudyfQWx2gvnlmoADOGdKFoeeGaQP/ILtqVpm2xJD3QzvpqMhic3MF0xKqkBwqyI21H1PRh+p5NdIqgny2NcqwgOZbTng3tDT8WewpJrvRPxx4Q2D971Rm5JsOSESTPV1fwuSWFairZe11aAxEg2VX6EU49wHpn6sEXQrqjyLO14g8NSXY6TG4XIJWQvpDCVEN8jZK9GN7KFVeXroMGXpUzhNkzKfLiFWRjG7MwE9/85bzQYIovhirxX9geiV0M5006nEJJv9VrK7DDy8iVdbh4rWqb8YhSKr3vZqhPihN4sIeW0ZUFksdfgFHu+Z0UCt/qgff2a8+2dxY4mzWWGdReufn1AanUBpBqNpm9nNhUlForX50ekuagfzYkC2YVju7k+QxoZLcVSHdAvzJN5hKUVRlORRV5ste5NJBtQPGl2Ti5XRXMkHw7MGBS93e6KZRfnLUJ/sI+UNDHplr3kbv+yr85Q7qoEc+kVPRrQ6soXFkdyxDRbBol+YtBnfvHJ8qD/mVFRo6ReN5Jqei/nrb1uGeV45KdEUYvTpOwUeNRJTL88jQ+iU0wvNNXEnh22JrRpGMl/+NZEsC8aR4NZD15IaMsp+o7oita0pEy/sMFeh3ZEdJnM0zSI9E4RUW6q+RfWKDXwev0qQykh2hsaLNtJf+X8/ZO5cB5BeA7fRso2TTYm1VCvFKDfrYfpY9ZzjjDe6N7hTe9Uehc/3TvmldX7l2S/ScQ2D3rJO6EVidr9E8Dv3YjvRfe2miu/7IOcpumSULQtWmltx5Fi9KGTFblhVXVm6/V92GEg/u0WV+glH1WTvedV2JSXwUKtn53uYtXeO6C90qZJu56zHRifa4eT5qjt0Wj1BFfFZ1AfJVqKnYW0URttN/1VZi4z0NlgC0vQvwGQR2y6m/kqmY+9T6BxjR30OboC3kS73rGOM41sTJXLV8EtKlQRfQ0IOgvCfs3pKPIkSDZn5y/gs7PIAuzk9u+19CUyX86HyKir1Gm5VvzspwGOAch3Gx3r6r2iQk2/cN3gUGIVii6tLurqjkh8w6KK6ftkCbVvlYzwiwMALlBewD8GBiF6ytGrZVHS6poTy4C5TSxziDtrxMO2clhKphLBhOHcJzWN2M129Gss/7bDoBJDe2gL9bN9n9VxtLJZdSGqk1f44xF9Epo5Z9yPHTeaJP2QNla3dR+v1c0RhQbDvGAbf6W+HmYHpwq1WWkULuaGCj3PWUj8KbbNLfvdHZ0xRlftfka7VBsCtWmqEYKpRVplQay58psKMDYyamipZrTIGm3IQqtNobk+deR3RF+DW2U2zMmzigEPHJGJWxnE5oh0fG7vaL1wvbEZbVrmmBBadYtrXfNWVr9svXD/1Uvw064K1x1QlmxHIYzLWfY2xfEdsOPxZ5CE1pX13VKXP1OpXO4dlptW35QtIJcWiV5/HnYbm9oe8XYqDg6NLeXnpkg+WG44kSY5OFXXm30aSiMDa/TrfM3I3RCb6lTsUqllBqeZ+f1gg61qk8M7Y3tqp7QQ/LPupbEG7YqepbIjY+OLuPT1Wd78NvzcELZAFKGCkH9HkhX2yRAdlFwUbHVDCl5/XLbkMX2P+Jp9x3O2m3cqZ0oEUFPHbZ3aEh1C8TJQ5ijK7Fxrup3fdwZneb6tZrddY2PN3LXdBjBN9G5ahipuh5fSidOXE+r5s7ynCy0Z/5d3gTeSeokuzFWbwRufqOgUA6E/L6yjsYo1ckx+THIj7aZWk5BcV9pIw9Qwhj04oRSHG4LnhkI4zu0ddORLs6RP3qY4nhw2MzXY6/gM5nYA1Jbu7hokfy4Uix2dHgK5S0G04iXVoH8OBQL3ZfelzPx3dLum/FxKGalFpzruFiawPioLc8N6NamLrRoGx8muFay2gwLvJsYz56eHR8RGx1UFe9CGMsZIT/YrlMTYXxQqn7D3ymAVrxeanhnlWHJV2xkSjwttFesFvN1O6N6VqQOJw6UczktFHMdfEuFfJloY9QSYSPkyhla/NfU9qfxobj1y2JOPD/jeiCfD/oTN/tUihmL4y6fYtB35NuopaZhUyimhdLxk8AL3gPyRcEMGnI4O0W5PFNrnTSpdbFAvlD3m+e3VpE8wRWVXs8lNkrQhY67clTsmG9eceveF/Mxjhtv5UD8Van19+JxusKFy4FUkWHxtEYTW1bzak+oIoaG0mGoq+tK0/Ysx2RSRYY1QGhFLro2mSyQz+tNmwK4+Y2C2DuaB/du2V19JzwJdnp9IoejeWsKaKZg7sFVTL85LYPenTskJ+xFLaHQl7PQe/MWplol8oI66JH+9DScKivPp0Yyc8rU2zfQTEleeJ3kidP2QpRxzuC+DThZ0OzRJDPMPbiG9uJ6EKH34BZ6tHHphqNvxdiQTWrlogn037aJHmmEuwUHsrSxqqSZ0H94k/JweK3jXtMZOxCG7133ONYT1EhpeXor46sZTL9nlfKoaRm58paS9Ce2WuGlpgfD969RHFJfDwIkUN5RkD66FbVHE8EMheFHVu0d3kWJvHAGNnfs4L53TPbuzZahL6Zh5mevUCw7FxqvtJO37jD4yc3WQCzmYOkTF71hCvckeu/aIn3nTqs9xSIs/8J5yrnmEoTQ/8kN5K07LS/WzCtzP3+Zcraemrh17+H71pA37/pZrk1FIogoC++5UhuZSs+ZTJj+0Co8YK8F7dYtUjsGWJz5j1ymvL1w1XsYHwcd1lM5Fy1jesLMz1ylPFlv3rj9QHNXzsqb6/srHB/MQFj8KxcpT7Tlg3vGzHzwqtdw3lgMhYWfv0h5JMYRBd40YuoDa42ZvlIOoT97BrMb364GkD20zdwHrrbDnKdh4RcvUhysDYtf63/rDv33brSYWc4Kc794iWIpfq4iJA/vkL5ns2WYijlh6hev+nvho7MNj+wg7i554EZDUm/6PQWA3rpS/D8L/po7v8FslPQvq2P+jXXv7Bps/YsDHgeLgiiUfzrjPcxwMPauKOazc2Q+7LNCU8V8dYbULXcEVWWXYfx7i6RjxRw9YDfdjJI+8SLm7DzpbfOtaaMZJ2z+q2WSrFFPqZgvzpJpPW0PBa/3msCtDscpTSj/cI6sdIPQuqoezXmUSd1WKaD8why9wjbmRjbqkzHkn12gN64YEMlnzGP3Lhkro88u0svtN36/xUD2XIKenm1tAKcjJf/9BbIKxy/tJJA9k2FezEhNfa2jio002/3sMr1NY9OCbO2i4xyYQp7qUzzTJyvisMNsS9n+vRV6m4pfNxdrhMq/HDLKxEcmeZw15drvHKbngmgqYyoK+V/MIBrc8OVwVuHq7x4hW3dsq43d+OtzVVhyLAfJurDxuQNk2wrbu8jUAHcyevdPF5BcSYzG4acqrP7FMmnjerykVLb+9QLJqBL+zq6u6q/GSlIoG58/QLoLvq+r8vqv07o/W1RJtwq2f2+OtEiC55ZH8mKPKy+tkBGn009GyrXPHSLdbPBAgWf7bD2zTN+cr8vCRgWtfvYg6UbtyPi9iWcH7Dzfo2/ORvVkV0fwpWv0Z3Yo33xnFZ1n+614coqN3hSZCc7aKKTbyuofHCS9Wvexe1c+PaTMsLolYHe6DWtfOmD7usGf4qkhJMT6qMLZ/PIi2WY8rgHy7w1BoHf94Rm39419/u8fuBO+9Q6922yrlWJX9IyoNhROLURJMWlwVO/C+iuBS3L1SihcwozeLc7anCmlQQ8uwcJMHXki8fpgUhD1nmLLTYo6hLYJ9n7XDppzqCNaXOhtdwPdrCkddbxsxmo7pUc18Hfr51EOngn+p2JDdgMLVRFRtX/ciENPKkO/U3/nuk0UpFCLF/BRFDBKb6Pq00EP8+AdPgoryUFGFQ0+B5DlpcdxBrgqN92teBEeeKt4l63XB90k0AjZVsMwup8GetcafK0+ydY0+q5WztZBYWuH5MnT6N2n0BV7v0i2FtIcK5Fslf8/e38e40ly3XmCn2fuvyPuiLyPurKysg6SRRbP4lEUSbFEUicpUVKrlwM0MA0J2wNtr2YWM2gNWhrMTHcL0mIaWqkxLQgCBtNAz2p6RxJJURIpihR1kSpKZPGoYl1k3ZV3ZtwRv9/P3e3tH3a4ufsvMqMottCdLAMyI8Ld7Xpm9t6zZ8++D12pNfRwkNq7Ejpd03NaSj288s36o9QD0BRanz0lh/ryzFn6uxPsvbc3XKLDvJGddmWuyDZtXCanHLDbfBfWT2+1plWqn+TbOuWcSmA4QO+6FZ3p12FMfcq263amWcQGd/eWZ5LgmH5rygtOqPbPJm0LXRWnpEZTbTo/CqX/Uqswn3pXqCfLy0g3vvlI64kKfvCC+2EL6qGTtXHYO2WSJ5MdVReCclI28rYPPdN2teuKdWQGve2YA9hL05TBDYeIjXmngcl365mWAkPrYASlbVUaQmlaO9rb02i3Du/TMYi/dwucRrLGWE3ZDqcHdEFAxEs7KXNW6kWdMjlN8vSyZFeSfNvoXL070ERYhAtUnZXVYrSNQ+dGR1v5Qtt8n0JfG/kEv5NLuQUw41A+dXmu8y7cTG/QNaVlXDNTLgF2aBHK8T+rEnnmbIwZHQ6M9+ROIuiJww7JNNsnS7oGo9vTRbr9flo52vq9cmZVPbgYkU+nlXfNC3pT5AzgnBmux7DDWEiop1VePfX2qDx5+QrMhUuSMIBA1PoiltesrE734NhLW06/TT9Z34bReMqL+lFbSCgtgUA9aa/pCtl4p3XfkneSMo5p7U3qmsb0Gr9LaOv0MlM33DR/LWzrBRAYZ72QWsKk/UcUWCmD6XYr9sWqg6NOhVyjbS1GGBl24MD+vGOvcQ7FJMI09DW6bYa7Fmn+xFsmnje1bMRd5cTPUU2/qfGfUuHS8IRRIDfo0QOQZclOsNn2vegCNU3a66AzB1S9Z5T/dlQgV9ZhNInlxDob5SeCe2EGlheaY7sXD7sWI00UwL1SVFSuV3ZZYh55uhmPe+o8uHZ9e6ZrCK1p63KqJ1brs+nKE/uiS0g3vFAAojeCSxK1VlF/qp/HV0kecfg2QatKronbvnQOHhHB3n0r9qDzuW6YpfDgevGAs6W1xcPf5nub1VpaWzuwPaJHTpgsoj5PAsrXbCNTF5TN6n7WBEg+COcPyf8p8N7USZcKprBzMeHAzWWqmUR3ttYH4UEbrzXzejfQ7YsKyPPnMU+frTcEyW6lkSdh0EFrju6rQfs29XyJKRFu7UUbhPSejCsZ43juE4SEdecZqTBS6c61egcmU5kH1gm2SCepdwSR4kndabntHXRKq0Y/28kk383PYO+700Fx7zUPIQrfgB3V+fZaGn3Sj47mH9bqtG5IIoivo+GTGRfnYG64t/IUHu9HC+/sAtvCVuKc3Es4TnVp9z/Tw+xGmaHd1xKmSfquEArlsjD88FXKxeTyh58c+Tu3MPePOgQrD8Lij1+kmgvue+E2qtB/1ybyxlFngIpjOYMfXXUuail/NUL2rm3svUXNNEI9h2HwwVWqYQq85xho/t5NqnsCdkldnulbZr9vrXbf82tbjWAe3KK8o6qxgJI5MjlBdC1stO19m5S32ekTu7VwxKpDlX3ftgO3S77bK6lxrobZ+zcpj+J3Fpq0ryWMvBCxPUHet8XkhPdZD4f7RijOWORdO/XtYBwzt31heP8Iu5zT2IgolGcs+o5RSzAoti/k79+gPNTdxVR3lfDWUUcAVUPBPLhNsVyPQaB1eXdF9bpJhw7lomC+bzu6Paa7xuo1Jcycx3z9Ww5bKdSzCP33OpDFxm7SAPeN0TvLyMjjDrMa0b/nchcQT8C+rqA4ZeMhbmqCklePvRtpTWc1QvX6CeUt2ulnTInSFFB/5b1jipOteAzA5JCg/da8EZfHfM+OB8RrzvfiZqV3R4KP5bPbniAP7FIdqJ+Fc6zqFkXf1AW301wwD+xQrgTm6/sqYE9XmHRdG2fGrQ7Pk79zm3KZTqpOVdh7i+aOT50SKm934IepQFGB8pR186rVNtsH+5ZxBMQL7VLj8pSnq45ArmaE8vVFg3/EuXurpbqlatBsP+mGP2hGIduC7b9cIU8dBLxUnjw6ByXkrcmebcDa5w/WB6qBOVpl9I05mAh5i9DZJuz87SL5uLXlV2Xy+EztdZHkM5vCzlcWHZaO1FotqoyfmEU2TWfrb0vD9jcWMAExIKxtqxSPzyDrJk7A1NRlNgTTigEkqkyemkVWk4hgXtsi+TPSTJyALJ8eIhu1sV6N7OnxJlahhMkLQ2RHmnn20LBUQCoonu2TP/wiMu6jNx+N5cmaoZR+9KwIskUUto6dRHf7TS8OAdkQh1OTPr60imz3KK7MuQNlL0Fiu7YFa/Ku9qRQbeTO+ye0wR90M3bbjLbSIBVUuwmqapoKoTx2kPz0HAx7Nb+wztusPvdI5xXdAC5AtTyDHpuF52N3/A9FMg13xyLAYUhm0GIgCohiBhabWdDMF9TcYTRMaL4+u5shZRB+dWS6cOHOvZCaZoCWDpQw7ioJygBTL0Y22hqKDC7I17iERudGtt8xGkefRtf8pDZ9O1WFloFihi0XOHGk6i0WFFl6o9wLotkKM2tRqdmvAppD//CEUW9I1irQLJeQKSpNTC3NoX9yxOSbfRjjx9rROztcoCro84POmr5WEtV9nj78Z5Y2NjZYWlrie275GfKs32R4e82XS2suNN6w72yxnQ+m5B1PMOevAqDHDqKDXifb1LrOX6lD/u0RfaqT5+oGsrkDRrDHDzlYimv0B3D29XOXkbJCl1xkrU5KGYv/Xda3kLUtF7LyxKEmSB5Mr7eqMGcvOwTRA4toOwpdp0P+xxXfL0BnBjHUpag6XLuLV10UrBCBLDHTyPkrLtRoiFB2rbq8WUi2dhwIn2dKGOPCSbYPakM9wbRz7jJSWhdCNYVmmFJHfHTxKrI7QfPM1dGmY0r7UGdZubqsogeX0PkZOmmKMJAr68jWrgtZeewAUVuIO9Cu+UHGBXLe2cz16Ao6nALR2R7rqnKhYSt/T2Vh1t132CM1lJrK07GyLurd4tye+dL65eomsrHtnACOHXKHtNdLZYk5ewVUXaS0cFB8zTWjyNkrSFF6Oh68dp4wh0cTxPMBe+yAuxQY8rTzJmutzQciDtce9aC4C66X10AEe+Ig2s+n5wlTLVyqnIz4s7O/xfr6OouL1xyvG1sovJsPksv+GPUr6ZX0Snol3aip1ILP8bHrCoUb3nykMwO0LRRUkfHEweb2k3eTwmkwRuL1/+smayPyow56XU1wjyRjj8mftdowtRNao0uGbfqwv8/toCKjwmlLeQa9PD6/5kFAWbpYxgI62GddqtEerr18b4C9dipKpHRb8H3RI0mRjrmB3j7zVRUSXIf3S0c/Z1DQXgb5PpaOqgsebx3stg77XJPmaV2Bjv0csn3S8e9x/jKe1Gafxry6TmrQ8duYIyLo0F843U9dL5uOyXr5e6Tjy5r33878BRe4uhurqJNueKFg33AnNvfbxmBvLCvMY8+67evNR6Nh1jz2LFxeg8U5d4GpsWcL5wHN32V9G/n6NwFB77nNm0ySA7xg9G1sJRXz1aeQjR04tIS969Zuw1OevTt2cQOsdWagzGBfewcM95iwad6ywnz5CWQ0QU8cQm87DutbyOV19/sefuHy/AXk2XNov4d9/Z3TF73VehuvnkF/+QnXxtuOocdd8IbocdQyU6kBKa2LoLbqr/kuzWNfc8p9qAntU7oHulpPx61d9PAKesfNvmC6NtT0bsTFq8iTL6B5hn3tHe5SkibtDG0OpiCrzjT25SfcVv/kEfTWo35brt4uToNPyfq2C/K+tQsb2+igT/XGux0wXAD7i/bvJK8IjCaYLz/uTFWnTkRzWszXoGNNH/PkC3DhKszNYO8702UWjQtW/t3mDtlXngIUe9ctLlY0ydlFGOP0PEMV88jT9ZgdWcGePtlov6xvuQuYyfxAgEnp+jYp0VuOoCePNN+32xvuizxzFnnhIjrsu/mYJecbezHF3bEbs8qip29yJqRkjDtJcWiuDz+B7IxhYdats8Z6brUz/L2+Tfa1p9yju29DF2db8296/8zXvulc2Q8uYe++de/vE/O3XFxFHn/O8YF7T8Nw4OgQcL5gyvwA3d6CL+3R9yTd8EKBzFDNZ9jTJdmTOWaikGfYV98OeUZ5u0JhyM5KbYMToVrI0NMl5smey0PNNMpTFnaF/LxpXLYpFzL0XjBPZfFmc7DhVrdY2Dbkl2lM5GpWKO+G7OkMUyUB3QXKmxXZFPLVGezdt2CeeB7KygHinVbMxSzBcnfcpbzVIquGfN03SqnrmjdIbpCyQkYOsVV7GeXNFbKakW0mB6CpsMizxt9qhPKkxVzJMLvJQVqV1evAmJgn8L3iJGRXJd44ds227oJQmoxb8CpQHINszefxC0VFqOZBZyyDr/sKjTi/fAPlcSW7bDDj5uovFwXtKb0rSd8yA72MyWElvyJIkbQNpVwyaA69SzUdEUFzQ3FQyFf9LXLvNipWnZdbVdF7YdxkxLmhOGTc7VQLhNhK4sDgxDqnCMniRRps31AezchXu7bmcsG1N9v1dPFxJjQXisMZ+br4+eFGQDTkcXAPKqEu14xqwZAFkLogiDMHlmgmxHXQtq2rkcik5dIacu4Kygh7bBEjTdu6nc0wpqZjmCMqUK4I2VarHvGeXvOCCQOTZ+4cyEC5AtmmuJvSSduqGUEHhqg2GYkAfMWSo7NpRS6sZpzA7kvavgzNhHLROZKkqL8qYIeOb2RbyfrIDNrPKRdckKQQRyPWM3RCxuzWfCCsxWrO3ZKWJGgOWoPeZWNt7kJyQ7mUke10nReqvpsPZuJ5RL6/3ct3hUuq9qB/+w5VeobWz9FMyE9MMEeLxMfcJTuEmTNb9R0G6onQv3UXc6zoelPOKbP3bEagupAHEfpndhEfGi9NdkGZfe1GzJO6KQ7u2YZjnmEeXIqHeSa3zN61hU3yBI+N4au2HbgddTkhlSvOzZMjK9jX3O4ObzOYe8MGHOm6u7n83TsPNoeZt2xQHXHqccMXeo9kB8LMO9apDoWLdj5fL5962KjiXA4H79igOhxU/PgWva1g+JaN2lU0MIOhsPy9l6mO2K5P9x0T+m/pAtVVA1j6vstUB7zgiWMgyF1jem/eatQBLt7y4H1rlEvheR0o3dw7wvxAn+re040dVrkEsz+w2kGkVRGyN+4g93b39uUBWP6Riy4PtZKhAr0HNuG+SfPOCGCXLcs/fJGqdT6tBgbv3kBf5UwqDUA4UVYeuFq7y3rmZ3Nh5vvW0LsncRPWuQMQb0cDV9axsz2G/68DVHfmsX9ByE+OUwPihfrVuRIvfv9lqpMJIJ4fW3t7yeKr1pPn7u5GNRQO/NBFqhO2mUdA754wfPdGh8PZoXDoR89THas7H+Zv/todlt57pel+LFDNwaEfO0d1WDt8ov/Gbebetdqpp1yAYz/xIuWh5qJScWCSw+9ZbzwX3Pw4/JNnKVdotEENDN6xyfCdGx3al8vCwZ88lwDi1f96D2yR3b9DhAbfa4fUSjf+TgGHN2M/sVCHxgsWHQX962FnoMHho0w+ttwIcwcuT/Xn8wjdCZJfgtHHVshaoFWoUn5uHmPpuGDml4Txx1bIWphJUkH5mYUIoqciUauzE8PkM8uYPtHVDxy+U/HHi+QW584HDWbRPwt6yu94jHOZNIUy+sQKWRUIExsd2y5Bq/UpC0B1pRdG0swyLZmxMvn4cg2IR6LZpHgzEtosmALKjy9F4D2od2vZN3pMHl+iV50L2VAcVtL6/3WEPLr61zsM87UeZd4ntwlwkxHyHWXr/zpMPvEmElsHOJGvDqjMgIxErRQXBrH46DL5KJh1NJpY9MtD15aW62O+6kD08m3bmlOK/cIsqWtnSL3LsPa7R8m3wrf1z+LPF/wN72Yes2ZY++gR8ihjvHZrYfyniw0QvdpKJ6z+9UGy1kVOqWDnc8uYUc2oOrEKknbrmZtRgc3PZ2Rj0ETyiIXBC9oBxAMHmLj5sUPku82dDYD5Vs7GM8vkBHA7RT0m0tWPHSXbcY1oYAI91mdULtG3L9XNFBcy9/LvHfeYRRrLAyi/Nsu6GdK3Fxt9y7bh8kePk224B6EaUZh8ZY6xmSO3TQTVfFM5/7GT5Fe75qrxlx18eNulPV9XLn7iOFlTXiAKoy/N13mSfppNuPypox4UsFZcQZh8dQ4sDpiRWvhdL93wQiFehGlogPX7cPM4XFhqKEAxclRLq0rxcFoak0kEQjp+DaC8tCylYWqqLxVpAm7X7pQ3WfRaM4S0LCHCNSR1pTddY56iNTtbbWx3SMVt11MGdb1IVwI1UF1apJFGeMcaM8p92wDe82YNxQMcFk1ah3OAfEdjqEVXh8tnSoU2mKGfF9lOwsClZnwN2iTCT5SITBkuLgXhYMbJHNG0TOht2LqsZByyHW1iNIVsFnprOjVPCqKX0l9KpbdqE5NfTYvYZs84JOl2tq6wkighHraid5XmOriGw6Jmxll4tltEDopYRX3nQKiFr6oTfEpjsak4k4mMmusngtuloIDJJ9lYYaelaHmGGenZStmuTg/cZNWByyW7tJhnK3zfqst6kyM0hJyo1oB4rQWTgui1UzQHt16bUjEvuYGJ9yDUCeP8MjWNX4aT6Q1vPgoXhfYEpiPVvvZm3FBPhgajbsz95iKNh2RKl7nvxXT3TNNfNi4NJZ/VmD9JxUEwBi0wCCCC8ExNQankDIJTolZYX7Jz//aKHKbJ4VcKLxD+TYsu1QH8aghx7Wqq6cdSM+corNrtk2aW9rMgYMKC2ivCXtrmOifRlDctz1TYDCUe4k6D7iC2xX8uTa1Pk/GM3zeCKdW0SIEa27hG0iivq13GMe/Qw9E2zvm4XiTOjxBNr8lxusyq3f+98L86sCytd/tJ11/PyYOkvhRW5trl1wrONBC7vYTrtOA7nbZ1MgWBnfwu4ff9CwT4LhAKwHRmkD5/mamxa9ijrvZt0T0Z3ZTJkk6i9s92OzT9fZ+LIW1rBHWz2mQSbWYdoJnTXVeYeFMYa1pH2q8oYFIBNFWaNH9NUU+JfzezNADqknFo7BLbVWnzcapthTJjeW3GZHAHzPFdwnTbGmeS3yvpjR0GBIHbal8iDOJCbzHTKPQamer+pPQJjglhJ8nl9SnMKXDLdMxagmBKljCHajRXrcfeMkVxmCJ49qkspWazrkI0pYi24IS911ZHMITvrsUwukrUVCBBmCqEGqPXUZSa5V6r6no3I913+xQO3xVCQTNxYe5SbdCvw6rvAPHaE0PF4ZdEZUFrTcn2anC7RjZJQPRMXY6KC2do2yB6uO+qfg09nCZXz7StDfUhc+uV7bcgkdt4OVMmpu0l8NJ7LUptTs60nnj4NU3AJYzA5hKtAymzncYIo5buPWpSgRXr22OBhNCVdb8lHk5q8Php15do1ikt4g7J7kEcVa8F121USYTFXv0K2ZOtfTvcpnuY/Jpqx9r8vUMLqX9pzHvfN7HqfP8vrzXoBDTNoxHZVZt1Tqssvppi9kznh9D4JcVaqvu6Pw0nzKdr06CVJ6Vbq6wOg20zWajnvM/UmRWtOa1TpkJ7vcteZbXauefupCMYtEPDaeFEp6XvCqFQrsD8j19uxGxNwe3Mm0beZFC/Lw/D4k9edCEN08lhhOGD68jru+E4iyPK8Mfa4HYu7+z3rSH3jjuDXh2zLP7YJewQ0sVkM2Hw/jWqu/yFmGQ8s75l8X1XanC7oG1kwuAH1qhOl1NNLJNjXgAkmn3VE/If2KC4Tacz2oQBR/favjD3I1eobg4gelNQKYNyHYTvQOj94Drlsfp98NPfa7LaPmQ/sEFxgs7CKO+o0O/phq+shoL5/k2KQ92dSHFPiX3HuBleVFwMYt6/zeSga2wq/Mp7K+ybx47Jp/NjVuD9Oz5+czMWcfXqkuqNk4YQBhdrmfdtU820SGUEedMu+pqCdiqXwTy47QDWkt2LGuDNI8o7q2Rs3Ad2QTHvDXkSl2Ej6JvHlKe9dtProadP1uP76rGbU6kQyUHuH1HekkK3Tleto+dLJpjv3aY42RR2aoTJUUEH2igneJqZ92xFQLx0/lanKmbuSYDLEoUuf+8W5eEmnVWguqMie9tOLa9CWQO3fsuDNOa0iqB3lshbRh2uWM0Ive/dpFxKd4K+3feU8LpJZ91Us0L+7i2q+frcJo7DnaXz5gp9SfM8sN2JE42AvavEnik766yaE/T+sXNZbe1w9ExBdXvtzdXZve6RbviDZnDgdpufPUi23dTMxCrjh+ehcoRIt23ZOqz9mQspGPMIoMr2VxaRkcvTYNbrwvbnl+i1o5JZl4cd6RBc1gzrXzxANmltba2y87VFZCNh/GFil4b1ryxjSr9N9e+lUna+soisBju4IrZuYL4uyEzTvmkqGD8yh7niVMgUoCzWC42JaEpl61FXT9DQHCpra9sbivAH06On5pAtQcXbuL3feEckaKgHxt+cRTalQRwVYM1QlYPowREUUSmheHaI2am123A4Klcz7FjIW3ESpILyXD8eEIeDaQBWDXZXyFTr/onPc7nnIrP53VA0B21lMNIaqTakEqorvRjRL9aFYLczdGQw2tKyLVRb9axpIKWODBSp8Kvnih0H//+W3b4U530UPu2F28EaY1XEPOvbkEsdDKal4bdTvABolWq1F72MAv1VQAoaB83xvVWqzdy9b1WjpaGcpIG163zVbgYVCbP23kGFYMdm6tyqJia2oZ5WipaCFm2HCT+m6Y7JP44m2ynkUHHKW1tpUUD61nvzNdeLZtBbKBgnVoaQzHwFFU5KazNP/9CY3XwYhVxQRPOVwoEpss9b4z7d+EJB3OUN8xJuUbcGML9E/SwdhDGY591iadploee8IGuGHPKMlP5zXQYmCnk7ZJ7/JNsB+ZZp5In1POcqiDvjUEQF2YsGhl7TDgJAIX8+dWFp1plta5NvezNCL61/mt0x3fXgGGL2RB6riAJzjy2/qDrXuMfy2rxiEqbd0mDCoatUSu/xDBWFceF8/jOnefUuAOdMe105b4xH8nqsk0XZO+cLb1SmZGMle7i2Ibof7vfe82GHkNz9UMh2rY/vrcnNbsdYe884TtE2oeTbiv5NL2r67izAVSjf6NV0TvNsgH5hEM1YaXQ587WA+Fpr3AKYLbB/MeNcYpUoeFDFfLmPCQIs3fwo8Ggfs+zpZhXz/AXIBPuF28h8XGJU3WXDsnXh0KdgyhFfT7q2RJ2rtxSJohNeVyBfHGA8PcK8FlXyF4XiW0MM6zGfCphLm8hHC/LDM8nkdD+y5wy6M2zs+sCFVy3+bD4qdOmOPns6AztozSl3ObD803nyKcYd81gIhtKESs92lNGnF6M7aN1R4JFwpa7eDSlCvqXsfnI55kkFtH55UOdPJki+oUz+cLGVxwvML87UhIc912enT/v66j/3lEzMqbZOgiK+twYESd44zlO+D1voxFMhpD0PiZLvp5XVeRMYcGyPJpMhRCibHlpToT6wjQKl29dOfWkZU2bNNBNQ05adaqyBaUrnu9hIEhoWJeaRbyEvXqxfthi+Jt+n2lswaUwT/K4MiX2Kmv60sdAks9C4yV7fZk4EJFNoGV4l2lxj7EM7W0wJX65UGs9H4tupU1aavwb30hCGNgoXbdblBY9m7sa2vfNm7JmbaXuiMS5gPGlmDG1Jxi4924rkS+tsz6swpr6cNmR8o4cW5PIacmHVq/FTykqzJjuCOBWutzaTRl6fnUryW8vjsf1lVAbqtRdOmaQ996PiRCyzXW7bySQVdDU/YLrCNyV9dwiFJHUPlGvmLVM0gXbedLLJlJ1HLGvqAFxravnvK4s8fyHGt63b2fp0iivhdd3e/BxMD20bC2+v7ncm6hTGOSVve4KnNv5In9EY2Rl18yXaOlmO3nQEPbREFCZT6/MLKLyLv0uQ+k0hGJ75OqXqjmcUgC0m02RYiWDZo23JZ1HTjYfY4fFUpaEpvJuRytLAKt2sUfg3ZXH8fdqcd7s6LzAGPdSDtImGOAOCzg1hLr0urXVbJNDTq1l7OROAg4C+sOoADX3+MOyNi3LtfoVby7efwN5zq4O8aCl89Rxq1bmHILiee+nLSUoSdGivJd+eJq1xjDtqqfvbbnPM2jrT2jNdX7IB/5GEwksvvcR/8V/8Fxw8eJCZmRnuvfde/vZv/za+V1V+8Rd/kePHjzMzM8ODDz7IU0891Sjj6tWrfOQjH2FxcZHl5WX+8T/+x2xtbbWr2ndKtcimC9z+Z8NeF8k6f++pIexdVxzU8cTh22/tNp7vOeh7MIV6Qkrz272YafKphp3IlO+CNtg+yL5WsJzAHJo2fhBrMU+9iKxOH9fUq8QeP4h6RlS7zSbftvuXANTFtkrC9JKMDe+VRKA0+9B+Jg26pUzxuosvMGSlsaPba4w7dx7aY9Bmum034+TMI9j846cdKUgd2IZWHWn9rQ7VTEziWEh6diDd3+XcFczjz7qYAgFTqPlfo12d6o2JKKuBnk1XZ6ZkavYz/hnG/hrrt5Ous9bbWn1qrgptbrcvbdP0ncG08arX4vS5ynSa7pG+40JhdXWVd7zjHfR6Pf7oj/6Ib3zjG/wv/8v/wsrKSvzmV37lV/i1X/s1fuM3foOHHnqIubk53v/+9zMa1RrjRz7yER599FE+/elP84lPfII///M/52d+5me+rTZVs0L1hokDiAqLCbdIyjMV5U3aZAg4vJPydUXTWwcAobzDUhzvzgY7sFT3lg5fiHqAVITyjsp5SdTFxHqqe8raXXV2iL3vTvTgosvjY3w05k8O9o4qmi3CZFOB4oylXE4nU52znOu6uKoRJqdt9MzqCJJW7e6AWChutz7U4JTLWI0kjTzVbHIZTAR76zGneTba5BmYgcltSjUjtYbsmUe5IhQnUubm8/WEyS3OY6TVDMploTgK7Qt9tieMb6pdc1MBVy4K5YGu9q85jI85F9cQtN7RTyiWhGK565Flc2F8TLC5JIvY/V6sSI2JlObJoDgEtAWhQrnowOpqIeFf9cR5X6W7HFw7y0Vp0Ubj/9VcUnfySbkk2EHYJWqDccVSJDA0Jxwmx+oxSJl01Zcm17EK2y7c6eSItEKIunKrWaFK4f9DP40wOSx1WNrQPlWqOaE8ML2dxSHnUh2EeRDo1Zzz9mpOf2eyKw5KjGWepmrej1trgqgRihXiuk4FQjUjPuRmK0/m580UN/RqJoxbux4HcljvrGohUA0dbeqd8/6k3XdcKPzyL/8yN998M//b//a/8Za3vIVTp07xvve9j9OnT/t2Kb/6q7/KP//n/5wPfvCDvPa1r+Xf/bt/x9mzZ/noRz8KwGOPPcYnP/lJfuu3fov777+fBx54gF//9V/nt3/7tzl79uzLa5A618b+sRHaPlZXyA8VyErZyWZnYHjrbuMOg9MElfzEGDngDtri8KnSe+JZFuYvxnrSQ67+rSPkYLceXVBm795stq2fO9fXO3bgUKsewBjLzK3bzrUymWyaCcM7t9EDqbqRLMh5GgB/Lg8MX72NXbG1ltjytGnvGmwP5t+wjj2gUSNqNzJqjd7MYnuw8JY17Eq4QOU/XpzDHkiiwSXMzfaFufvXHVBdbIv/7uaCwX3bjfMN8WM9+441qpUmE9VM4PSE3mt3GnlQxQ5h8M4NB26X2PcV4O4J5r5d75JaZ6tmhPxdmxSL0lls9p4Ce++k3r34VC7D4D3rVEEGeuanBnjDCHt3EZ/HPIdg7v1XHRNJBIbmzn1R7yo650J2yTL7/VepZmoPJHcOIsy8Zw29y58HlBXmxUugiggM3rRFNWze8bC5MPe+q9i7Cm9Wgo7OgCbQ4YLtCQvvWcXe5OdusqssjhNdUvXQEvbMTeip49i+sPDgFarjtqaBnwv29oKlu9fblWIHsPKBi1RHm1JKBeSuMXPvXIscLuyIqhlh5YcuUh7WTp78tbssfM9qE2RR3bo58qGXqA42Q2siMHjzJnPvWGusEUEpl+DkT7xAtdxSXAQGb99k+PaNNgkpl+DIj5+lbAVHVBGGD2wweOsmbeKXB4WVnzzvXKND/V4w5A9sIW/cvcZ5yfT0Hfc++vjHP8773/9+fuInfoI/+7M/4+TJk/xX/9V/xU//9E8D8Mwzz3D+/HkefPDBmGdpaYn777+fL3zhC/zUT/0UX/jCF1heXuZNb3pT/ObBBx/EGMNDDz3Ej/7oj3bqHY/HjMe1L+jGRk303ppS/dGicytMkqiiD81gWuYTFHqXleITi+QRkM59IFbRv5yNZTV37TPs/NkhsjDp4wFfAMSr8UmiufyCsPvxAw7LJ2GuDtxugSyZhKF5VWGYfG4JGdR1gPO8KT5ZtxkAayPTGlxUdK7ZNjNRyj9YpKckzCAxKqQarf/DTJTdjx2gXyRMoq2YK3W8ABxU887vHiQPsMjUdDXpmg68TxUzFkYfW6FXQnBjDcl8o0f5jazhXqoimJEy/r0Veh4uODBmqZTsKz2qrE9ud5P6nNdH9dElB9aXCBGplOzLfa8FNwV6vmmpPr5AL4E/xre796U8MoC0X72rUP3uIr2xduhl/moY4zOkQqZ3CXY/eoBsl4jnFFw8y8/Nk3lwu4b74qph92MHyDxeUPD+EpTRp5drQDxVCEFoFCZfXMDMJNomDi9q+48PICNFnj3rFJaT6Za3mUSVbALbv3/A41bVa0sFBs8rsuu15+V57MnDLs9Y2f7YQUfP+L2bo9kTPTaeWSIPEWJ8Wdmusv67h8n9cKYYQ/rIgJ3JMj17LrZL1eFirf3OUXrbbu6mZyrlw7NsmiF9eyHWg0C2qVz8nZNkm4HW9Zobf3HBfaO1CVQR8g146XduJl/zbQpCU2H0kMuTY5P15dzgL378ONlmPXfCbn/3oQWnxLZ4WL4GV//gKPlmdxdQ/O08WMiSMdhP+o7vFJ5++mn+7b/9t5w5c4ZPfepT/JN/8k/4p//0n/K//+//OwDnzzukw6NHjzbyHT16NL47f/48R44cabzP85wDBw7Eb9rpl37pl1haWor/br75ZvciEHea7z3EBajp82BCSRly2NJqMBe0GiCCve14K1JT/VEDgynVttQx81Bl4zBzWtxVnyds1aOdH88U220rK6gS7Sv+qCeKqYLdOdH8p0yg4MUg6oHi/HfT7JjtLTg4YRL62TwraQtr4oBkY0VKTRiVS6ZUTOuuVxSO49rEEbxgEJwr7aQ1cH6hZqNgmgrbFGKbs0mXiUvIk5QRTEFmuyR/5HlkMxE+QTCNiAfM0XRhXVmm0M7OTCoPYpc4B4Txz7fVxx5wEycyEutcFaWqFYDQ/nzb0RTFBVC6/QT4c4BsJ1VM6gtk+YbPkwbM6RCxmbIdbYAzxjWU3t1QMM9dcHFCrJJvu3GLXktSj4FJ7/5oPX/ybRrnH+G5GatHT02yeUeAfDPd2SRtHiv5NlNTb00j2GW65rIdJdvuEMS5U19xP8OuIuTJt7Rm4vXGFFMpvUvENZyukXzDxWZoa/1SKL0LjgaN5aeQr6mbB/HF/qTCd1woWGt5wxvewL/6V/+K17/+9fzMz/wMP/3TP81v/MZvfKeraqSf//mfZ319Pf574YUXABoHy9FrJmW8CfHbaeoh7xStuPFuSv5OGe0sCVNvL7g9D5oTAVN/kzCBkNohDwPfiQIvuaXZKr+RJ+yYUjfQONGnE2TqTeW9+tFOrR1VhAVoCO4p2bR+GUxhse17uZo2yB50R20w7z1qq2kgnv4CMQxk0TIXmrpf4RxiLw+2Tk2Rmbr5G85cwtgEpSOtS83e/nTx7CRxrXXzoqE5JG0T9JZjbpfQoUezD21gvHgO0b5RK8D8EF2YrenslYF03K5Fn45CkipdU9ZjytD3KLHzZM+1d61SpP7ZZsoNmIw9ar2ei+xeb/Z0hrlOe9P0HTcfHT9+nFe96lWNZ/fccw+/8zu/A8CxYw7n4MKFCxw/fjx+c+HCBe677774zcWLFxtllGXJ1atXY/52GgwGDAaDznPz3AVM5p+rEu8reu0uJAEIrpGjMfLcuXrypwuk/ftoXE/kc1fqEIXtpK0//LadrV3k2fMuf0co+Nnt65INp/qIKvLSxT3i27ZuZFobmZOsb8Fz59NPO3bvUKes++1wWSEvXHCeHqk8jbRMmEhl465ELq9jxr7eDodpzdCtRKXbSWif7CIaYisUYzW67srmDjwbYitIa3x9GUH4be5E2siLFyHLXBtFiFaydpMrGy9syeom/vPufAhTZmEW2diG3XFNx+drOmK7eSJty8qNGzhf/N1xVGbCeDX4cmhDoON4gnn2/DWdBuLYjQv3U0EuXHW3mCXpm2qDwdfzvr6nIBs78Oz5ep6m3zV+Vz9HPB2vbqJLFkQwYV5qsg7idFFk3avwRYU8fx7ENGkWMyQZi7L2arq0BjsemsYL7hbVY134+MeMJm5tTqNjm3+MJrUQPH8FWdtsjlNCl3QNBTrK9qhemzq9yvBIgmeiVeSlS9DP63xtuqfkKfYRoJn/CELhHe94B0888UTj2ZNPPsmtt94KwKlTpzh27Bif+cxnohDY2NjgoYce4p/8k38CwNve9jbW1tb40pe+xBvf+EYAPvvZz2Kt5f77739Z7THPnsfI/gPBA8juBHnm3MvKA2DOXn7ZeWRrNw7yvpNVzAsXr/9du661LWTt5bn1SmWR56ab7K6Z7/I6cnn95efbHX9btJfNnZrZ7zePVceoX25dq5tOMLycPGXlhf/LrOvSGlxa26852OUZF/DsuZeVB0DOXXnZeQBkY9sJwJeb7+oGcnXj+h+meYry26PjxVWE1ZeXZzRBnv1PmA+oYl7cPx+w2sXWmpa+40Lhv/6v/2ve/va386/+1b/iJ3/yJ/niF7/Ib/7mb/Kbv/mbgNPWfu7nfo5/8S/+BWfOnOHUqVP8wi/8AidOnOBDH/oQ4HYWH/jAB6LZqSgKfvZnf5af+qmf4sSJE9/pJr+SXkmvpFfSK8mn77hQePOb38zv/d7v8fM///P8T//T/8SpU6f41V/9VT7ykY/Eb/67/+6/Y3t7m5/5mZ9hbW2NBx54gE9+8pMMh7W/+r//9/+en/3Zn+W9730vxhg+/OEP82u/9mvf6ea+kl5Jr6RX0ispSaL6Mq70/meUNjY2WFpa4t18kPxlmo9eSa+kV9Ir6UZLpRZ8jo+xvr7O4uLint/d8Cip2stQ2R90rJQ2Hqxpvk/HLFWXD9A8u6anRLOuyh3+GGmAq10zVbb2pHk5dRXuYE+NNLxNrl2XIvZl9kt9v8D1aZ9BPaSytWfKfmmvPp8/JH1ZdLTq8367dDQwLfjRtFTa2iust08I478rHcX36z9WXQpSVcmB5stZL0l9L4eOYe7/x+4bydp8WXX9HfnAy6Hhtzl/sRa692c76YYXCvaNd2HzYdPhJXWCSU7rzRPPI1fW0cVZ7KtO0XW9ayUBWd9GHn3a1fWq22B+tltH+Du6zSnmkaeRzR304JJDovTftPFRYlKQZ84i566gmcG+9g6Y6U/5sFVvZTFffQoZTdATh9Fbjna/m+bl8OJF5PkLzpf9vjN7eDq1ypgUmK88hZQVettx9NiBpotgoINtus+Yb73kPF/AXWi6+9bmAp5GD2vd4dwz55DtXezhFeyZk4C4BdNG9kz7duEq8s2X0DxzfetPCWNncS6kwUvIVpiHn0LGBXrzEfSmw5350/H2EDDfeBZWN9Fh39WVeh81cPMTLKXRxNGxsujtJ9HDy3U9WudreuiA+eaLyMVVdG4G+5rTTYbb+jaWt71L9rVvgSp6963o0nyTWG2nHlXk2XNuvIKwO7SEvfPm+pt0fFs0lbKErz6FTEr0liPYm440bjw3UkJbee488tIldDjAvu4OR8drfO/oOMZ89ZuOjqdvQg8vdetpr1NrXZ7dMbowh33NqeneV+1iNmo+oPfchi7M7vltSkvz6NPIxo6/3Z3crbqG/UYuryNPPl/zgWHCB/Zw8ENAt7fh4b3LDemGFwo66EHWNB91Ao+EQQqMyBh02Cf4lE8v2OfpBRKK+30wva4Gs1et68qMy5N4nzbz+9KVppY/6EG/t7cQCSllkL6uJlppt61ALQTE15Vnjb5EJhY0qkC/UHSe1cw2IVcsw7iFJqpongRDEXEXAKcw2HbSfr/2jMoN9P3iSG5Su8thgbP4svJk2vcdHV0fJH7TGbMygarMjItaZqS5gJO8dTuShrfujDRu4KZ/p/nyrDFmATZk6n2CwCiNcX0KWD0ikYE3Lm0pNRqvAJkbsxDrIS0/PlOFXu7a4F/qoAe9XnfMwrgl9bnwqqFvOdKrx6IzVlBjKoW5L/i+mQZN0hShwcOlTYBehg76DbrFOBP+gSjN9SLi+rWPHYamcz3wgT28Xhvz2Y+ZGmnwgWumdMfZz+P86IBSJmWpCEza0b+mpxseOlvUheCrXl94ECq/sHATrrzVUp62XfCyAejrJi7MnU/holJ5i6W8pUYMjXmGQnVvEWM7RwYIVLdYyhOtQcNhsZSvLiPgWFpXcatSHaa+dBdSBtVtDhAvfRfylMt1GWmfqjmJCyaFX57coi5UZFjkUyZxiNUQtrrFzdaFDZR64e4V7k9FIBMmNyvWIy43L5S1tHrPoG0uTO5w4GbpZSDUhVgN4R5DG0UVDIzvcGMeX/hyi4PCpL4aE5PtCbu3iAs9GYLPe5pODgrjIy2tVxXbF8a3qMeSqi9biSqTQw6orQ1sZnvC+GYiYGJkRArFIaGYAuBm+8LoZBITPCx+C+NDhmLJNBgoOHyr8XEH4BYZuSdscVgaODkJ+SgOmDin4nMjFEegWvBxFozBnj4Bi3PNAoJQHU2gspRHcCB2QkRnVeOB6OJOR2MMaIDyYALwlxRczQi2hQcU8pcHtIElFZ5XA4lgkjVt3JotDgh2KPXlRn8TuhoK5QqNXW1oe3HAAxnSLLOaEbd20ld+TRQHJBnrOlUzgq1GsLmTTk/HW5b2AMQbiAsB2yaBEQdmmTD/MA+qYSvP9SwfPt3wQgFAcxjcvIsmSrzgmG12sCQ/POnksQNh5tQ2mu7M1OXMThSYoxPaqr0dwuydW2g/lF+PeH7TGHO0gO1ddznGM0U7o8zetYVtn4WLkN82guNd32KTKbN3b0Vwu7Se3t07qAcIa2PKVwc8E0v4sGbQe80O9lC1xw1uaWpUfnEP7tvCHrbN76dobIGJ2Qxm3rJBdchGLXKvQED1DgJmXrdBtaLNtgnYmyrM3ePWDWuh6kPvtdtUC83vVQR7Uwl3TTpBgmwPytcUDkU23TGIUN1sqU6XndvZ1Yxg3rCLHXbpzOkCPV3QCISEE8rmLTtUM/jAOX4RG+DuCXp70dn1lfMgb93BDupxVhE0F8pXFRS32XjzOvZnDuw7drHDoASFvMrgLRvImUkMphOSCPTu26bqN/uiGcy/Yw05PYnBftr9CnNZxgXm69+CC5eZffsa3B4A/mrYhsmyYMOaEvzNa4cmOvPONfRU0ahfVLEnK1buXm0SRkFzYfG9V9AQhzhMUQv2tpKF916JwjTUb3vC8gcuUd1SdYNF3VGw8oFLHeZfDR2IXgTrIyhJYF49YuE9V1vAjEo1Kxz90bNUx6Zg1dwzYjh+BvPMOdIAQdWccPDD5ygP10pJUESzN+wyfNd653Z9NQcHfvw85SGNdYc5lL1xl8E7N2uFbp/pxjcfidDbrsHtGrszBR7uu2ctmvXWldHHDkwH0fvioL4yn7zL1xxQXNaKVCgK+oVZt2ge/Sa6vBBvGedXYfSxFbKWli1W0b+Y9dFVm8zTFsLk00tkvfpZ0NbtZ+abgHgpuNpLoKdquog6vB37qTl63vbRNa1pjavit/+mdACDvQqC9oUQbwzHPvhIYeCwkiafWKZXBFNEvY3vmPJ8MiOl+NiyA94TGm3rPZqhMtPEhxIcttDvz9Ormn0RVXqP5KjJEbvZyqPMfboXMZbQut2DRwxgHCBeNAcIvQ2L/fhMxPeJ7bNK/iVnSpEWyGG+odjfn4tYSjG2gUD+UL8+bE9o0FtVqk/MRpynlG7Dv85rYZnAXGQb0P+DGbKJjWMW8pZ/suBCX7YCCqlC9ddzZLN1X8BhTO380TJia9NOR9/0QW6kn6O3HoOFWXb/eOhxmZpCc3DZNnGMPD3FwuhTyw5jicSUJJA9m7H63Ao5F/yWpkTOX8GcOMTmHxzCTJpEUwPZt3I2nzpEv2pe7jKFsv77h8l26ZgI5akeq88coV9eqZumbk6tffSIj/Gujf7YR4ZsPj4gr5qAeNmOcvH3jpNtupjkpGdGTwzZXbyD7A6Lefy5mC/bUS7//jGytXTeurqqr81Q5jMdQLxsW7nyh0fJrgrtcMPlIzOURmMc8/2mG14ohNGLzMOI55PTw/KlaS9zSMShmbIbi0wi1O4nnViFPMfeeQtUVTxYBSLQVvr91Pq1/mlKhXTnoz5vlfTVa7vNdtdMMnxjSlCTtqEFldHQNByjMxOtsXeS72j9HkEEIQKxNZhRJt36UNTDGJhSm2WF4qvW39T0kjL0g0Z9ptJGqGUkzo4GwF/aXymJO5uaE1jfNtf+lKZqpNm2xIolVslHFmscnEYEHlQPMOjb3CajmTT7qv6MIDDQ9jwMqKMuBGpgft50WGjoYFMjx6GO6rDZFxUc2qnWgrkTxjP5W4+sENBqG+cXcQxrMoa5KVZdDO8dkvGq6zOVIuOknHGBXFpDVxbJ+113c1GQQjG72ngeAek267FOASrNuJsHb+LLWxevg7knG6nz1Nto3qYXhXw1pVtdbrajQA+dpTF2YqF3ufltmA/TQPfArYPehYReRuLOLN9oKiX7Td8F5qOwDUsmIC1zREhtHizN3+t/0pzk16o9fS+gK/OwvND0GJjyfbM+37R0gbW08lSYpOH7pnkxtMuGRNDtlcnX2wH58wxBhYgsmhYRQeUS5MsUxKyBTJr2LTWVmBaA2DSBrMm/tAuhvtgeaeRpnCFEpleXlaKsRia2O3YhJGOMBSdJGgfFe5BSyxLz7DmPb+T7mIDBtZFxlVogRBr4tkSTUWxrM2NzbgYGsTd3SMcKiLuPduS32OWYMdGeNfm7sX4SYMEp64rkJ6TCY8pcnJ9xnlxLc91312CCDfDLKQpMZw7tkVLnDwVY30SeOTs9X/qtdPPvVW7a5uvFQ4h01XrMGBeuTWX5sgQCfFcIBZcaWuU0RjktT4RfDnmkUdY0tMNY3h7PRXHeDFkb0Kv7XYAadgusycyaddWrKdoUo/bW7ZnrV/ieqGHUzKCVTetFHe3XoTlpIPlWZ9L4DCn0856Q4Gn/hDrSmtaH4tPqcTSgDjqfMBfXtpYwajCEmm5RMAShGjTW8CPMoa1dt+isIkUT6TQ9w0jPbuLP3bHDMxpN0Nx4bT4xD6Z5fHn12Yx/1kZY7dCjZhL1WYMXWJV6OGfp1uXpEMw2YRcjZa1xTnUfDW6204anLZjSZ5FJS61wpMK79ayRvNfSNRnmXow/bdF1D1+77xtMG2BlwZnNrlNU3M3H/ic7gj3qatc3rXmdXSm4sL6X1z3gIdNpuEf6LhAKzm5YztSHiKnmafs+ZF07l+BDR0KD4Vp3WGV7fjGnmcQdSoWBTyes7XW9F2I9/W5Iy/A85GksRnEeJrVmob6f7nsVnC/5c+eaux1Ta2PpgZTzkNBYjrNZtNRO/1wqRcYTV0/iVto5fKSezEG4WW8qCmanBuGmJDVJOEFNJn941zJ+BiGieTpeScyJxOW0UY+nW+gfqVYbOmATwPphH/qZo5unaXpobjPvLdTeuYhQHVrAvv5OmJ+Jgibu2sL8SKu+uhEXttsxKvL8eWR922VPBVDsTwgt6jsbhKzi2uXPdBRizIWQb9pwhAh/yZOpNKw1fqlhu9sLJH0WlQSdsssMHoJd4TU1tXYAHZokdbd3yfEbI51dUd2/a9QtAq37HXFsGmXUgj3Ox6TZqdfbXkx8mmdgWn7ckS3Mud3U/IzvG7QdQfZKN7xQEHVuXos/edHF2k229ypg7t/BvH27oV2CC524/JMXKJfqQx8Vp4mad+wgb/Zh7hJClyvCwo9f8rGLg2BwE63/7k3Mm0JovLqi8iDM/fgVqsS90zVcGH7vOnLfKNYdspm+Ze59q9h+EgtB3cDn79+gPFM5X/w8a8zvyQk6LnI2E7L3bVKc0lpzS+eO4N1YvUB46RLmK08yfMM5ilusa1M4q5iyAxCLF8qG3g+tOzdSaS2+9kT3tLMDkB/aZBLQ0pN2FXdXVO9MvI/8+JWzhskHRkwOSmTKYTHu3q3svqXlBaBKOScUP7hLsRyEhhcuQPGGkuL+Ajl7CfE+/bo4T7GcIz+ySbEsHU2uetOE8o2TzgIuliD74U2K5dzTJtjdBfuOMdXrJl3N9fIq2dELVD4impQWWd1Ed0dM3loyvqeem7H+BRi9x7lTR/MPbqwnby0Zn0l3RTWztK93cczT8jQT7PeMmNyu1CaqZhvrnU7tetr73k2qu6ootILQHB8wDe+j0A7bE/L3blHebusdQhjTWyzzr+qiqdpMMN+7TXGL1mUFGtxkyd+1FTlccOO1PaH3vVuUx4NHVC3gqlsqsgeaIV7BuYP2HtxysbJ9Cgy/OlMib9ntuh8PhcH3blIdIFmjrqLqjgruGzfNmjiFMnvndsNlOCqvd5Toa6Z4SQ4F3j6iXKh3nEEJqu4R7D1lR+G8XvouOGiGbAvWP3WYLJlXwR5YPDKLaPeEPtuCq585TLYNbOwgV9bh1qNoZii+5rxeMmhIe7MJ639+sBHxKWhko6/OQ4Gvp67MbAibf7VCFiINBu3aKrtfXYCRdAbJlobNry2RFU3t2VTK+GvzyIZxN26RiF0PkK8K+HsCYXGLwuTROczV5MbSFG1EjWPwbO8iO2Mmf2Exh4KUopsvKDy+WFMqo8fnMeuSCOWwQ+nWh7jD7MnX5sg2pNZ0vEeRnMvQtUFtivJlmLHC1weYHaetp2cG+UVBV1vqmwjZWKm+PiTfrj2WglmHF3K3Gzh6AH3pMuK9xrIRFF+dc4ejSV9Q0Bd6/rA5oYmA2YXJI7Pk45o24Ohhn+/DpKs1V7cfY3LgCL1nffG9HPua29F+Buch26E294SqJiDP9xLvn7BbELiUIVumMW8C/exaHkOjitXIHO3lHrIdhHjwpummmsEq47NDWDV+bDXu0LIxSJiSidYsCpPLfdg1CXP30eO2hfHWANht5EOgvNqL4T0bfRpDsdGjcQ/f96fczpHCzQO5uAq2wh4/BIVQ7WYtTVkRK5RbWXRgqDssUAlaGlLX0kjPSmo3Xvwc0aB51X1If5fcxmBMDU/AniID7fB2NZDNl5StNSuAmamQgSUEgL++qcylG14oOI8cpXcOEK0XL45wvVVNbp4mDL4E86JnWrsjZH0LrQ4jxtC72iw/5ikU83wq/tXZnod98jbseWBiE6X3XFOUh8mQn2tegoupgvxFA8PWrVug90KYeCHUY93AbFvREFLQenoo9J5pFRLa7tvZuLl8x03YA4uQLUaPjHiDNE0tc4ApFfO4adSTMpE2XVRcjOTBU65tGu5oeQbfW1W40swKTjAOnwkdhNSu3rtiOwegCEipDL8JmPaSg8F5P2f6vXj7NLjy9r4Vo8Ij1AKld06ivT+tLhsp2ROZ8/QKfNLTo/e81P7+qdKQDxh809minGBWd8tZhcHTlnCPJB2+bKTMPA6atdxybU3PaYeq+dMGlmvFIJxN9R6tWWs6F+KQBWbj15FYyL6RR9o37uvs2AZzrV1sFflK31st61vziJJfEYrnBjWzDia7CsxfC3LxAnr8ENrLY3n5RYFnB53dq5ko/PXQMT7BBSYqKzim5GcFXkwUDT+2plD4wkzNLKMMVrKnMyCDVqyCbKwUn5tvMFhRRV68iHlesbcc7ciGbFcp/3Q+usE3FL7HevG7lOdkO0r56XnnqpoKWUC+3m8P1b7SDW8+cqk2VTSkNjicmcefc4eHKWNOcuuRA9h7TyeQFunLKdWpL//yOuarT8WIT+0mdbK12hg+6zDcRH61PAtrs0DUXK+xbwyTu1bMkjqk8y0AeYY9uuIYU2hHU542mxqEScu7p+E50z7tDIedwSyhzd2E2NoOn9IhNtUkC8czmXAe1Oln+D3Nk7yL3kfJx7UnTcJV1Y9TKkS1RRapdwfB3BDMa64NbnfTPM9o0ZKgWWsEANzr4F4SLbVR3pUN2B11V78P8Rn60f5Xe2a1Jh24g82nX0Jt1TBJxfMcaJAr1pfqQ8l39YU7unWlyvbWLvLiJczjz7lzFj8v9pz1rbluT59Az9xE41QxnUvSGo9QRrsv16iqUa6P4BfmdydPe85MK7exTmmYqRNWN6UN12mwTze8UKj9tOtn6Q0/ubSKXLyKnL/coFl7MQdvIW1NqumV+g+W5tGbj+7pfjqtrXuV13HJ1Pr3VDDUF3KCW6BMLSdMoL0Y0LQJGxbwVHNPO/80TTI2OBF002ZgaFu4deuZTO0o4CpolBreSfDNr+tueC5p0mAvVETxWnprCRnQcAY1mtSmOOPKqD3DqN1TE/o2GF4cixozShMtPz0barQhlBcYspfiUTBMxeWp29KY95mg1mKeO4ecv9pldsEFtdWXWOQ0LxffORkVDhRuVNRCxSaZw4+OQBZU61vu3V1It77GWjiw6BS2skJGY2pvJum2M5kTdZMSdN32vN4ZOWEzadmNps33/STBxbk+dbyJE9bo28sstPG5XjP/fsu+4YUC4LU4/EKElJJ68jD2VafQ205wLbfPyEeuMyEai7ufoycOTcUymdbG6eVd5/tkvUXtNGVErUVYewR1tdq9U9CWgyBplzlFc6TWXoIXkPPSqds1tW+BQduExCnthXqcOhpT7QFUC4hUeoZvk/yaPAtC0mv9cmmd7GvfcuEtBz0HGAeubUmM5eh1kyz0qbACtnZyiJ5eSPP7rmyKgqwBpWB9ecEttSWsG8Pux0ysIsag95xCbz56bawq0n7Vz9P7Jo08C7PY2086BSgwckNjDDpMSRXZ2iX76jcdDlCjLt/PKU2Mwxj6Pj+Dfc3tbgebvmvnbY9Nul5Cm9teUDaBZ7c+Dvvm9ssSCA3IirCOGj1Jmjht3lxrfYY+2OTgnCm03qvsKemGFwoqHoDq/jHVnLQIB+UZKN626JEHa6JVM6BvGlPNpFzX5bGnS6pbW14sOBdW+/pxBGNLBUR1uqK8SWtF1VdlZ6F6beE9iRpNoDpdUR3TWEZIkoO9s6hdPBPttLjDUhzw9RsaBZbzCd6N1nkmt2v0eJjKqJPFFFzpilM2gpdN0+ZcYUo4A7C5UNyutZdVC3gtrSvuYjJhdAcOeC+89tARxQEY39Sqztezc0pqrKAgUCxMDgnjk92G2lwY36EN/KmAWlncOmB8q/FtqueCHQjlXRW2R+2ZVbnxnRyD4miLofl5OLnTRg+wYN5RIxTHqb1bEsZk+zC5vb6dXNMIJieEYlk6DECNwoXLsLlT72Z8Gh8ViiMDd1Dd0oGKlVqIxx2o4ED0Zlv3KdppNME89qw7uAUmJ6FcDOB9tSC0gxrcD8Ghl84OoZcxOVa7gUevKfXrd6kr8VSgOObeay9r9LOaFcojTN1lFIccXds7kmpOKA8lz2eH2HtuQwc9iqNgpUSev4CcvUzYSZdz4r3W2mMgFAdr1/WQRN0aKBfa2yY3puUicP4yJKYwQtvmu3NXBTcHWsj2oko1lJp/JXS7XrrhhQI49Mv+4XGHcCCYpRKz5Bl8Ou96MDzpQPSipPd5ssMF2YGyw0C1DzM37YbD/obw6R0fkx0qahu+z2tnYOb2bcdcEi1RjdC7ZYQcKmMZsdXGMndqy9dT35VQA/0zu3DA9adta64WwKYLUnCAeK/awXqgumkuqa6shFFkMLxvC3sw8d3fU6PzBWQwe98GdsV6TVtjP9sugIFGNgNz1wjrXcDrC02KPWLRU2XMG4S97QnlnWVEh1RT12GPW/S2outyOCMODG4uXagK87Po9x7D3FF1Fn01CwtvWMPO0WAuGMHcPoHbuy6p1RzM3rfpUD3THYEqvbt3MacmHSZm52H+/jV0ex22dqPioJmQv3bXgc6pNs5RbGbRq5cxT78E1tYmNCPIfSPKWyraO14R0Lsn2F5LyAvkb92iurXa08QFwOwAe/ct6JFlbCbMvnEDbi4jTcIObLIsDWBK+j30zpux80Pm3rGG3lTW5jRPI72p4sCdqzFL0LhtXzj43otwcxdIUG8rWHrX5RZgoruXNP99V6lONheHKHD7hIXvvVorTgIiQjUDx979PNVJ7/l1+iR4ZSx7zYi5B9Y641bNwaEPnqM61FRMVIT89TvMfc9ax/RXzguHfuQlGK0iq5vxkqkKDN60xdw7u3mqBeHwj5+jbCHsKpC/ZYfeO7bqc5Z9Bhm64b2PRJV8Syn+cLEDJiWq8PCUABU4rJPR7680wOUEQBX7xdmpdeVryvgPlsmrdj1QfT4AnTTNNfkVGH982YH1peYOVao/n8dM2eLbwrDzJytkfW0wF1Mp1afn67Jo2pwH5xWdaeUpFPupeXreG6mTgnkk4uk7D47iE0v0KhC1YGXqTiGFFpExTD6+TF7hhbPf7iYmlbRO1HlwyCcT0Lkk6M3gCYNqL3UycvTcscx/Jo9RsOrzAhg8akBMB0Qv37LoxxfoFzY+Cyl7uOd2NVtbDjIg1LMBW79ziKzQhveVWMV8ceCFbrNf/SvK5PeWyS0eM8kLRxHsX87ScN/0qXcFdv+vZXpPfMtp1HM3uXJL0D+dJQu7jdQ1usrQY4fgwpo72MyzaD7K/nRIbnH4Wy9edGX6ant/20fma0UGnAdY9ekFeuHmttIRqrHBK4vxTsv4U0uYKpRT02FwRbuAeDj6jf5ghawkuh/H+fZMxtVnDpJzvs7i58fVjx4lG2kisFw7zVM9Nh47TK+6VNdiXZ7tjx90eE6e1mFnIo/32XzqYBNET4T8xQ2u/vdb5Ke2YGkhoQ/YrwzZzYZkKcgikG3D5d89Tr4JSOolqJRfnqXIZjv8KN9SLv3hTWS3lhg1DYVn/LfzYLQDnJltKZc+fpxs1ZUd6xEoHnaBfnJN679+uuGFgk7xXgk8UUmZME1tV7W+3t/WZBNkzOb2wofkS7XAkKdKvm1sJ315QqMtIkCCZNnQ4EOeXrftJoQsFN+eFFvI1lv5NAV/9rpRrT+tektQvSsxE01MV+qYdVsYei019DfUE0xQSljESSb19BEnVBwkA7H9GoRJNU2YuDaZojsGKoIUtjtm3uwjCfBe2Kqol4hSatwphXqktBgbTC1JXvUujElktdgvwExsY+GGfpkU8C1lFqpkBeidt/hwjRrlhkxqF+v0RrVYRVeWsQeWwRjE1mip2cgLvvHEgTIeXolVmbFF5zTOvzC2+U4VuxDna4P02jARAWThSoHXF1RcP6Vq7S6DqaryoG9eo03H1kwUGdeS3AlSV06+mTL2ej2YscJuIv2DwFXHfGMbdkZIP4csx1SKQZvtC15wY28e9GsgnCllu4HmKTnc/Iiu6wlDFlv3E9usS0qld1lBnP91unazrYTnpPyjVHoX0/kuBGTjfL3JP9ReD18mfKv7PH34zyxtbGywtLTEuxb/Ibnsz/uHnZELJZkZmBsyVf2NyY9CVSHb/tbx3LA+jLxmUtgeuTCBvRxmBvtr32jsPCEEdG5mekjCtG2BgWzvOoY66LmoZtfM49N44g5YRdD5Gectcb2ZYq2rS3GR63xEs26+pC7B4QF5Dw/NMwjaa0hTy/Dl7IuOvr7AvIsS2Z0kdAymCqFDh1iEOxRFAx17yXfT8vgG74xdHF4jri5JOyOt74P6mdBxZuBcoVPB08nr8+9OkKJ083d2yPSgKkndRQlG6vk7O7x22NW0jNAvQPs5DKfRvk0XPx8jHfudSIWNuZvmHU2QSeF2vvMzU/o/JfmQrZDQsV3X7sSdJ6b93tp1gjXlA0Xh8+8x5h0+YLh+G9P5m8HM8Drf+1SUDpQR/Nrc3ylAWY35s63fZn19ncXFxT2/u+GFwrv5ILl04XVfSa+kV9Ir6bsplVrwOT52XaFw45uPFmbQbEC51Ccrm/ZkFYev4+yTwNqmC3Dfz9FDS1SzLlhGw24tzvMEdVt+KQrkirvaaw8vUS30yC9tOxTMA0sEV0fbd1tHKZxhgisbSFFi5wZURxYcLjtEjw/weSoiLIBsbCPbI9QI1fFljDUxDwCjMdVCH7Hi7Ln4LfXlNaSy2IUZmJ9tmtLE4cGYSpNoYE6bk80dpy0dWkJNAlmAUPVdsJ14+Cw408DlNadlLc2hs8PkvgAu3GXZ7COArG8h/oKfDnrONh1o3avrSftqPUibubCGFBU6O3C7NFWqA3ONtsX6Q56NkbvoZAQ9tAyZwfZIAtnUbXPAg4KZWMTTURdm0fkZbF+caaPVn+DQYEqF1U1kXKCZQQ8vY/smxk6IffL1yLh0uPyLcw7hUhVdnscuDHwe6dajtelC1rZcwPl+jj28VHs3Ud/psFnTFCmT0kG4APbQIvR6zf4oDs+l4cWkcHWzxoKaG6I+PGfIG2+gVzQVZmtd4PmEjqFIzf1cn7bx2trBbO46ZNlDywS4kxqUkYbd3JmrKszFNVf28rzbLQSCt+ZT3V917SsrtwM6sFi74Gpz7jZ+n9R8QA8uupjNU3a4zfwKVzeQSel21ssLHeeEbvtw9zHWttxO99Cy212nSROTXTomxQgucd10wwsFxoXbuh8QyttuIcvqLZqKkL1nCy0F++ezmEeedpeU5maYvPVWDnzoAld/75iDVJCQB3rft0m1k2P/agZZ3SK7ugEIk9cfZ/4f7LLzb2bovbCB3nlzPOTL3rdFudrDfHGAWsU8/CQUJeXpOeb+n3Ns/e4h8p0a20QFej+wweTcEPNlb/J56gVke4QZKvn/fY7RXxzFFFojUoiSf3CT0ePz9J7wl+0qi9nYht0xo9cs05s/0QgEZHuC+f5Nxl+bo/9sArDw3Hlkcwd6mQsMpKA7I1iYpRoash/YZPylefovJGbRcYFZ3QBboccOujsaivcUgfwHNhg/tED/Ra0htxXMk88jO362zs1g776VEM+3+sAu+tAMg/OOyYdLaqNXW1gpmf3/7CLrO+jSPFjF9iw7//Qo+UMz9K+kh6NC8YYCs1CR//YW2fq2ixh2x00UhweY921SfHae3hoNe7Z96xgztNjP9MnWt6CaoIeXmbzuOEs/eIn1PzhMvqY1kwLs28eoCtlf98m+8k03B3s5k7fewvz3r7H1h4ecLTwa7xX7PSPk4avknx5hbzmKWd1EyorJ6w+y/A+U9Y8fdkFwJIQ3Fcx7tinOD+g94pnC488hu2OqY32q/8ch5LPzUdlQdUJk/EABZ3sMv+loImvbbv6KMv7hQ2RnV1xkOPCMWth9a4l5MWf4nK/fqrupH4TCyiJ65qbIlG0u5N+7xfi5GfInA8NyytV4pWL4mW8gG9bhSd18xDNdRR7cYfzUDL1nwwmra3h1m2XlwhPs/AHeW+kWyAxVBvl7txh/Y47ei817KeXtlsHRVfT/vYEU1t1HOrKC7Qv5u7eYfG2O3nniUQPiXMAHJ7ep/vUOslk5l9S7b6OcFWbes87OQ4v0rtTrUxT0VQXZYon9Y+v5ANhbj1Mdm2fm3evsfGGRfK2Wcxbg1QVmWFF9aUj28JMw2YKlOYo33sbwHRvsPrQYzwPCTLT3FEhP4et9zIVVZG0LNYbiNTeRv6uk+NKcOysJ1FawZyZoz2Aeyx372t5+RSgA6O0nUXr0nj0L6y9gX3O6jmWgyuRLzt8xb4n0bAOu/uFRsi0a2DKiMPrbBYc/1NICsg3Y/OxBeitgFw6iuSHcrh1/aR4pxB1kJdqAWRM2/vRgDZIWAN8Udv9mERn7PEmypWH05SWyxoE3oDD+RMleRyi9VZCZBFcGd1A1eXges+rUmnjBLBLQV3H+CnL2Eva+OzFZj8lX5jBXk5u10oUfT9smJYy/Po/ZkBq5ckr4yQZtSii+PEO+jmfsRNfT/AWDvVB7HyGCnjkJKOZvhP7DLyJHj6CD3DFsq5inc7SfI7rVqC/bVYovzdHb1Bp2wrtEVk8PqAz0qiQcpzrvko2/PuDAD1NNErDfGtRtkrpL2SZs/e2y2322PHmqp4dI7zjmNQcgr23EZlPY+OoiUvjyrXXnAArFt2ZgsyZYnKMjoXpqhv6kPqSX8P9LPbLVWoWNaoAClzJMcLBSCMi3ciHDbLbGrJHcd2SuXLEwfnaIXDHuXonxxRl/AF0l+ZKfxUsDZEO69WwadleHREC82GFhcnEAu02BoCLojqG4OIhrNHoYVVBe6teR3GrioCNDudbv7KSlgsmVvgPRC3RTV48dGcgyRKtmeQrlVg6Vp0nyyhaCbd2iDsJJy3C+Fer3/EDcs44HkYDJ05uerhy5vMZw+xzjt9wGpjfVwWSvdMMLBXt0GTVDdHneTfKsXnAq/oSeWgMNtDWlYs53R0HFxVWelkyh9M/6PzLTyNq75DR5AEobIRPMyNJ/ETqLFOhdrJ83UgX5OWCG+sKbCLK1S//rZ9EzGXpoKXqLhJTtqgNzFCIzB+i/kNTvteoGg1dFjx90JqGhO5/pP+s0XGCKiyJeq68XuCj0n/KCx1+QCsy3I0wCI6uU4fP4uwbhhauzt6YN2gigudOIZp/cQi5sYA8cgEEeP5g6btaB2w2+ldTr+wxhDGjGlxA31vK0meqm6cIjgibMAHFeNObJYPOB6HGm0H/e0YK5odut+pRtKTyauwtpibBCPZBhSm/fdjOC/pPSvKAvjp6Dp+s6xTZdWQcvgC5bWN9y8QFWNxARZuxio82ajFHoXOMOkELvycx9mCj9QZhKIngiM1cXdztM2hRIL7siVC/2a2cuP+ymVMxXenWewPhV6Z0Hdnq1UuN3maZSeLiX1E9UGrKXBF5oCgVR3M7poaFTHBOGLVoD4okmsNbqQAntX8xGZTM1bZkn/ZxsHOe6EKbF5+ajq2rDxPqN3jROQLatVJ+Zbyq1AppnFOfmka8NIE+wwvaRbnih4FYeMNvyjkgVdq0nU51tOgX35eubTJx2MwCHt7TjPBVkUqDWOtt92JImC+VaDgyR6aJugs3PYF97B8wMEs2pOVkanW61tYaybnVS/I3RhbnoihfuQdR2+1ae4HwxRbNp/NF+H5ocgrSQuKwmHjguFnJXYIeAJ/q6My6eRNK2BmJnaIEnXWR4CZNokKlBuyRv0ORadx/i/NLW83jJzNM62NyT3V6jjQH/KbzOpOuO69ufNi8W19JrotD3N8OT7O6/7V3MY8+iZ252cZCNoCsLe66HWFniehwlFDV9UobdmJKJdr8X1MdUUL9W30Pfpj0PdGieOSRBsoIrb7tf6t8ll1c7SB3Jmu2kVtvi3Y+UBq312Bir1t2h4Mas0wa60SZBVhbQ5YVY9D7lAfBdIRTU4ZcUVdP9rUXY9qKfxo9fzgWQa7boyAr60iVka9cdMGUGkkXRBh5rmgCaqbNg5oatMpq5OosvebY3KmU35m68MOU5X4cuSodp18xS65/tPoS+JjEXNHwjiSBs9TsKBP+7eBTX9qLtjHNABvXCKNzYbtBA6SKRBvImsQy0tZtotDHhl4ERqQHNW8JNID0Y7txE9UwdSeg7jZtZdWamtM4gpFWnCkgVYH4W++rbYXEWPbAQOWE4S5hqwlBttKWhOMQ53W6jb09ynyNeuExoVwfoaVUZbrfb5ncNO02rslQghG/ad0YasRRbc0WSvKmgCzmvl5oKCg1Y+2BmbjW5qbR5Ok1BeG+l7rzQhFbXSzc8zIUoyPMXMI8+7QTDHnRpD0iKrJqe4od0ze2YXxB7vs9Mx7d4GqZMKGPqhIF4oardzoaptsWYakA2pi+gqDWnqyHRVBPtX6x13iTRrt9qvyEibka46T0Xbdqx0HYIYHqh7iajncZ0NTLCAD6Went0aKktZFCSxSOhD3RoFJl1K8BQeols+i4oYZ7J2AG13Tclvd8VpP9QOjbipqYq9ZhNYzSewG1lNTLN5TknCHz0vmhqMoGm2ik3wol4RtqJAbIXP4q3drUhQNqAhl2vHG3sdhod0dZPmvMmnVPt3YVMJ1gzb1vQ7dW3ZF22dxLXVS6DIpPOBatNxFZVFwsiJKvIc+ejF1T8LIz5PrcLN7xQUIHqlhXkRxeoFrPOu/KuivKOLvZRNSfIW0cxpGGaR19VYE9VnYGt5gV9iwPES2/qqgj2noLqlkTdlJAH9I3jCJKWMnh7T0F1vDt7JAd7T9mN+WyEyd22xkFpvS4XfGB71chU1EBxpqJc2mM7EtsTNCTHJIvTFbz4EuZbL7EXvr559jziBbFmUNxRJXGviYx/2tZbjQMT271bIxBYQFgVVcZHhNFtrUWjLj7z6C6lmpUY4B6/ZZ8chcmtrT6Kq6e4q6rBw5LFXhyHyS00n+MB8V5VUg1aMacFypst1U3WPU+EYDUnVPdWMeQlVjGlY7blbZbyKB06VrNCcUcV64iCUaG4SSlXwpzRmNkOYHy78yxLtV01DhDQAdUFZUNj1yaHmoCJYTc4PiaOngHhtj1e/hQ0zHkVKG+yMSxtoz/D9PyhnvMqUJx0YHHpzlXFzVt7YIrSlAnFzY5GKdSHGnEAckfqPIExB/DBysdsT2NvlwvSCLkZmqgGihPaDGUb8ixJB3cotu0oyRqt21IuSL3e0noyoTiUxAtPBGI5Jw7P6utPu0uHeCHxrRcpFsL8UGRrJ15sK+ckgkmGdbCfdMMLBQC7OAN3LTS0wZDMbIXMdK9/aw69lcnUQ9RsqcDMd1FStQe9Q+NuHoH8QIEsVMFgUr8bwOD4Lpy7iJy/WgsaEXqHx8iivzWaLEQxluHRUbTbS2SukN88xi4qtWZe56tmQY1inj2HfPNFUEUzIbt1jF1oB0OZrsoEJNLhXdsREqF+mXR5a9chZk4KN+FzGLx6m2opMI5r7BrUaciagdxWOMRa8QItxBteUeyJqmNasznI6UkS89prxSJwtEJOFB35ZXvQP7ODHVAz8lDusZLsWAvcTsAOYebuLY/GSg35nAm928bkt7j7JA3yFLscHj6L9r1WnZvIDGbu3MacLLqAZ8uw8MZ1qmGglzg6Gxi8ZhtuKhMkVM8U5yzDN2xEM1jY3amAuXcXeyxcfCHWJwLcPon3GNTDXmsO+sYRk5NaM6o2f0mFi2e8s2/YQE+WncEtDgL9oC0pwTSnmTD71nXs8apl5hD0ZMnK7WuN+sJYL73zCvZo1RBiAPa2ktm3rzfwg8JYr7z3EvaYRcoK841nkRcvuvy3T5h/52rzDAcnzI+8/7wDt0vmAEDvNTvM3L/REZTlHBz8wfNUB5K4Gz4N3rDF7FvXOwKzXIADP3KecplOGrxlk/nbr8Jk0thRlqcWOfTjF52QMQZ7923OFVygf/8W/bdsdwu7TrrhzxREHdZJ+emFCAyVajV8pT9VfubrMPnkUgMQD9wErv56D0C8VaVI8tSHkEr1+VkkHM4mrCK7AuNPLJFdfdHDGUCwlVZ/MRfth+n21xaG4i8WkEFzkppCsZ+dpZeaMJI0uKgO1XNmCD23kEyp6GdmfT0JKF/L/BDtyVbJJlD88RJycBG7okjwiEmSPbQEh5Zdn6zzxqg+sUjPJtqub3fHXc5rZ2aiDP643z30BYZPAprVFwu9tpnvKOZTQ2faatBN6T3i4CLa5wPZrmI/sUDP4x/VNID84dz3u1YC5OoGvSuHmXzUg9u1bP7lF+caJqjwvPf4VVYfVrJ7K+cqG8cWxn+66DCWWuPWOw87v3uQfOxCbwaBJRWUf7JQj5ungQBm1VD+/lLzcqHHE8r+xAPiJUl9G/IvO0C8ANYHipTQ+5MhUoFK2HXZzniHgsTnGf9hAgyZCJHhS4qM/B/hEN3Pw9EfrJBPfIawDlTJn8pYe2aFjAuNusxE2fzdQ+SF0jgnUcgez9n9+go9e64eN6tkY1j/nSNkEyD0Y3fs5sVjfXaeOECvqusRVbItuPR/niAfubKDCU0Uyr+dpRTINAHEE4fJdPU/HCff9cRNaDD5onODz1pxnfMN5ervHKO32eI5CpOHFphUZ8juHddwGsZghitc/p0e+bZbMyL1hdZQTx7PWqYreu10wwuFdmp7ykQJvrHtXPHS1LBlhwxNqd+WKKmW07Bj7oFC6jfe2DM3OUtveugZGV7XPpsGq0mfm/bhLs33AthjBxr20KkAf217cMr3BH+wmLg9TqGD7fdcOV7zMoXW2qm26JrWpUlx6Xtba/KidOLvitegTbA1JzsFUeozmDbA4ZSyauFMJ+ncjPNsigUkCkClmEnQWpv57aljrh3G+PjtIe5yPQba3Nw5RjayjUP9yPxLrQ+dqWkpqmRjj93jHwYtOo6B92JKgxlJVQv+qDxZV1aM+x3PFVo0iQqPo4eZJIwojkOLN4Ux8fmz3bo/DdRTSyOuc/RsE3GX84Q6epqvz5SK7LYniPvhLgGC9jLsq25zBDeeNu1zCp8p36n7lq7FbBzomxLDjWkA60vrVgEz6iom4PL0Ehf5hjv5jp+4czPghQK4G/2Dxzawrz6F9nuo1GbrCBYY3bmnqb/d9B03H1VVxS/8wi9w6tQpZmZmOH36NP/z//w/k0IsqSq/+Iu/yPHjx5mZmeHBBx/kqaeeapRz9epVPvKRj7C4uMjy8jL/+B//Y7a2ttrVXTfF+weeCe2Z+j3IUxmZXDi5Bp/djzdSJ1JVi9+qiNO2pRlIpa5jSiVhu+4XiBo6o7ln+D1/mzhGCmsJl9STJ7SlfXDeduHtHIq9dAkZJ77bjYbVZUy3UTfbFDyQUnNZmyKOsXc108BUwk6icweD+rtAk7ArUhzzpCyduS1AZ/d9EHV/MSuYu9JdlZTqNfW6pUYFMW6OBSTX9PJd+NcYN+PMdRHSQtsMKB2DlIDE3U6gYYMvdFHCG8w6ze/CogbcCo2aajN5+vn2B/NTSt/oHRR3T1orAUFAbu3CxjbBnTpGemu1M7q6mlb5YRiEvec/CR0z04yMuD9lutv7xvoOh/JdnhPrvQ5/nurh9eJFp7ymadh3cCGZaZxjNtaAJdJzP+k7LhR++Zd/mX/7b/8t/+bf/Bsee+wxfvmXf5lf+ZVf4dd//dfjN7/yK7/Cr/3ar/Ebv/EbPPTQQ8zNzfH+97+f0aiebB/5yEd49NFH+fSnP80nPvEJ/vzP/5yf+Zmf+bbaFC/rTKOLKqxtOXfV+QSlsGUS2Uug7IvM1/KzDu1LP5fmzz0zkmqHNeNLF3WnDHXtiYtOxM2CxC2w6XNefx9szc2D95oBpYtQl+f97WGQtgmu44La/Fvj85aGSc1Euy6K0zXYuk7qtnQ8d+p2BdfKcJFRKkV2J8jqhsN2Cm0sSqgscmktBmI3hcVMLNmodN+m0Mi+m1K6b6QM/xKPIj92qYtq6n2WnqmE7+KOcVqKc6LexdTfdi80NXdn0vg2/GGubmK+8hRspbeLvTZf1eavaeNel11XmAZZEgvywgXMM+ccbatmmWkSVS/Y6uiDtaIzRZDslRIhq0IX7jxltO32N1s0pY37Uxrb7Zn6e2mRK+sOGyv9ZGEWvf0kYkyXtvvgH9PSd1wofP7zn+eDH/wgP/iDP8htt93Gj//4j/O+972PL37xi4DbJfzqr/4q//yf/3M++MEP8trXvpZ/9+/+HWfPnuWjH/0oAI899hif/OQn+a3f+i3uv/9+HnjgAX7913+d3/7t3+bs2bPXqL2bAiMLoQbbdLE7m5jHnnYxYpOk4jwL4kFcQvBqRmLIzYZZxbiQeW3mJDivi+i9kAon4zwEUk08HoqleWJGV2A1bE78kNf2a62y3e6G6cVrqWKVqt+NfrbnZSX/3OVJ6qe1c1iYddhCpu6X89RJaLBHioqkcXnCha8UmMz2pPbi8eWFv6phXUdkFAo2c9G6pvWtGrR3Qq6BtidUB2bR197hwPoAJgXZV5+Cbz2PefQZzPmr1KFHoRpmVMOs6TcP2NxQzWbY3Ascm2i4BGGlnVUZ5loM+ekZYDU0TQ+05JymOW9qwmou0azV1lhDeNegzddnC0Tho4tz2NMnu5dBqcuK7qtTlJu262zDSy8De+Yk9u5bvAZft6OhzYdfg7twsi6iy6h26Rjb0FCAaDhltO+ahL/j8/amxX/TMBVT852p9UeG3R2jRp5kt6P9DHvv7diTbfeoJE9cAE4hidYRAbZ23L99pO+4UHj729/OZz7zGZ588kkAvvrVr/KXf/mXfP/3fz8AzzzzDOfPn+fBBx+MeZaWlrj//vv5whe+AMAXvvAFlpeXedOb3hS/efDBBzHG8NBDD02tdzwes7Gx0fgXUrksHPzwOcqlJINnGIMfgt4/POJRHutBKg/C4Z84S7nQrEeNMPeeVfpv2m5o5QDlIWXpwxepWufQmgn9926grxvXg+SrKo9Y5n/sEtVMl4EPv28Nfc24Fhj+fda3zLx3PcYUjuaxXMh/cIPidq01haTM8fFEyAgRdK73w+sUt4bdVEszSzVwr51WfWH4oVWKk7a2nUPDLh81Rf+uGkD2IxsUR+sFHNrOFA1fxbl9Tt4/YnKwpXEJjO5WRm9LwnH69pUzgv7wFpPDruJ4b0Cgev0EfWcLP0edy2vvx9YoDtZCJ6TsrTv03rWNne3XwiTPKG8/BP90jsmbb0OWl9wZSs+guWH9dJ+NUzm2nzX6Vs4Kl+/rYQcGm5vaDRnYeatl986w40vyHFcWf+wS5UzdNvFnK+a9W1R3e5PW5g4SANkOVPR/aC26U4ddnM0F3rtNcWd60FHTtHhd6UK8eroF4Tt574TRbX4eGANHDjTu2bS1YZsLvH/HzcNUWxYXv1oHyRzwcrDqC70f3KC8I2vG/FAob62Ye3XT9x58ng9sUJ6so7RFup2x8J7tqQJ28IPrFMdrukQF4M6C3rs3a5dZ3/ZyTpj5kasULddTFZDXjcnestPyTnPK4dwPrTZ5jk/m9WPyN+92vY/mheEH1n38Zl9UaOPrxvDGsnO/qZoX+g9u1nHMrTqAyWfPoa+ZoK924VrNc+eRFy+wn/QdP2j+Z//sn7GxscHdd99NlmVUVcW//Jf/ko985CMAnD/vQuodPXq0ke/o0aPx3fnz5zly5EizoXnOgQMH4jft9Eu/9Ev8j//j/9h5riJkG3Dlo8fJ03nlJ/7ul5YQu0TWMqxnq3Dx4z6cHrW2I1bZ+vwyVOLzJG1cFdb+8DD5Tp1HPCMdfX4BMwkTsB707Iph848PkbfNtCrs/tUSMiKav0KqCsPki4tkRdiq+58ljD+/QLYh9YFTMvF6V0CGSbQuBUpl9IVFslVBTbK4gmAIizqp35Sw/ddLZJdNvb2WZl0NuzGQFTD5m3mytRbXRbuHvLg6zVjJHhrQW62/DTTtPSfoi3kT1hzIJjD5/JwD0aPWBqVSeLqPzRRI7LIiZCMY/cVSPT/8YapUSvH4DKDkadQqY5CVg0weVnqzmXN1F+IZwtzZ0mnkmTTO6PNdy8JzzmRkinCPwWmo+TcNZpT2xFe1Kqx/ccUdHIsg3h1NrDJ5dBbZ9va8Yd8x00kJ24bdRxdcaMvE558Kim8OkTXTNQMqyNkMKVuQFFbQ5/pkG0EitcY3Tb6zYpXiyRnM1XC5gqj1ZhtA2dLGxc2p0VNzyKrU5QTzzWVl9M12FDWQCsZPz9Qgeqkys2Yox8Po/RqbV8HohRnEr9HGRcWNjIkMyBIhBm5d7b44ixm3565QrefYXcXUKH91PZeGERAvfadbmY+i12qbdSB6cnnD4ebHoFGKFslBeiujLRKcNRF0yZlu1b9XI9gzN6Pb2/Aw103fcaHwH/7Df+Df//t/z//xf/wfvPrVr+YrX/kKP/dzP8eJEyf4R//oH32nq4vp53/+5/lv/pv/Jv69sbHBzTffHG2pAfIWaDDFfKNmfm3GZy4RH6YHOPlq/aDBBwuldwkCRk+ap3fV5XGLtHbpM4UH72qpW6JKfnJ0Ua0AAQAASURBVCV9kFRmIb8EOudCRqZeJ/1zxK1z1OB9ysaKJb3o44HqzrpGpvbnRgoHjlK7/PWfbzKJjieRJq8VpNQIoqfBFz7W1VY1FSYFMuzXkNmN3YQ6t71pNmsL/XOJoExMOL2rYawTTVU8kOHzGv9ONfX8sutc2+00e/YC2dd34M5bqWYcEqvtu9CdvR1be0qF5Mk1vFwh6ncVwexglZmXbPPMIIzZtmK+6QpSU0NXC9B/IWE4ee4gTjZ3MCMcdLpobUoUx3T6T5uaSZvae0xwdNMDzeEQqwyfatJsCtUbOz+xSv9bQu0MUc+pfFsTQLxQphPA+eNZ3bZwkJwZ8gsT9DnbkUNiIXss9zunQAtXb+8isJvFxgbnCVMqfKXf3ED4SZq/JPBCgrwbxmCs8LcDsrgOaqGZPTMlUp14N+cvzDQA8cA7MXhAvPY6y3aU6nNDeo9+0zH20yf9d8CjvaScJM+2Uv7ZnGubr1uPH3Lz+pG67zroQbE/dv8dFwr/7X/73/LP/tk/46d+6qcAuPfee3nuuef4pV/6Jf7RP/pHHDt2DIALFy5w/PjxmO/ChQvcd999ABw7doyLFy82yi3LkqtXr8b87TQYDBgMpodjbG9vp3rzdGbc9P61GW1HcKeueWlZCeNuZ29rbY4JEjFkptYrzTi26TdtRNH9pnhYbbp11a1Ndi7Nj5pb9ZSHJoyu4SGxR/vk8hryzFnsvXc427XXPlM6KXS9rYzfblMz9qltTe9geIEThFcUCG1BmCYDOj/vICByE92NNfjdh7OCKumrVcyTL8DsEL3pSN0Of3HLSgJ0l45rsPFbotmo7rCrx2au/eFwvFZxqXdSJjBpv3OaOoY1HcOLzn0LggaffC8J00s8ntr5oClwo+IQvL1iyNe6cLHqAB4PLSMvXGyU2bjrEn/3XoOtesOuI7S363QSOD3T29+glV9bWv86nZBpW+u1Fek0LU+WYV916hphUbt5QtnR9NiiT2PN7CN9x88UdnZ2MC27V5ZlWL/9PnXqFMeOHeMzn/lMfL+xscFDDz3E2972NgDe9ra3sba2xpe+9KX4zWc/+1mstdx///0vqz01EJokz5j6+96CwJcBTHWfTP/U+jZxYwF4BtM4MG3VkQJ1paafqZM4TvCU4TY19mmeD+llLu14WEmdb+pBc7vRONNPayGHd023xBq2oO6rRGbSyLc0j958FJ3px3apkWRh1Z5BjdYl9vGAExTxl6atCKm/bdOoprdfWGldioOWPnYINeLcS32A9yhoMom7AcBF5rq4irx0yeHVBAEi3qe+StraTolmH9odaGJzE8eqc39GknxKPOeZppg4Oje14NRNt15HU+hIcKXWRjld5tQ9r0rneP2t1LSM33aFSfu9TKPB1JTQMXWWaDtBJIIk3UE2hNGUeuLdi7Y7re9buganNnXYr4VCoqhc06NKgbUtj41Ux+tofLJPj6zv+E7hh3/4h/mX//Jfcsstt/DqV7+ahx9+mH/9r/81/+V/+V8CICL83M/9HP/iX/wLzpw5w6lTp/iFX/gFTpw4wYc+9CEA7rnnHj7wgQ/w0z/90/zGb/wGRVHwsz/7s/zUT/0UJ06ceJktSrVbRyhJGVXcD7eImHoThF8lKSdqC83vNE78euKF8qdNeLdQ3XttzUmJ+aSrwfgP40GvNvOAX+DWkp4PxLIjI6xR/9NnbZdUGv1S8HcHxGtpYmlquMEFcooMDVBsjmlHAtWpn6PHD3ntl0b7nWDQrrtnaGfYoodm2lB++F4a5RE0c++G6zR1vLok9diYZj1S2Dgmtucvgok7y6n6QjZxwXCi8B70sbcecwu+lzvXVOtuD0vyUwqLbQgpbTFMLyOs20ZG3KUglOIXCXnCrsfTn4h26vre0ItsMraa1BkYfZhfjXEN45mUo2H+1WPRdvNuLDkNcxUkxZKi9Xv6ICxBqenRKLhtXozZ6jVcXzLUxjfT6hYbbvqFhaphATTWi/p3NfP360scf4j8IxVsUQDVIJjxImPgW60b0LENgIwmmMefQ08egpuO1oVqEuhpmoVkShLVfX65z7S5uckv/MIv8Hu/93tcvHiREydO8A//4T/kF3/xF+n3veanyv/wP/wP/OZv/iZra2s88MAD/K//6//KnXfeGcu5evUqP/uzP8vv//7vY4zhwx/+ML/2a7/G/Pz8vtqxsbHB0tIS71r+v5FLP2HO10jbI6QoXczTEDv2eqms3IUbcPFm99z2tdLmjotT289hdnj97wF2x8jYYwktzE312ukkq8jmtpsfw75jSvtJowkymjiNdmF2j53DNeqaGbhLXvtRTkK/4OXRHhI69qa7SU5Lk8LFhE7p2J4f7b9VXV1W0WEf6fdqDa7lkhgvwCmws+tiSBuBhbnI/GnyC5/RC3l1wGYo6OwQ+vvU3XZGLt5vZmCh5QLXqiemyrqwq7zM+bu1i3iETh30kkPR6yRV52uv6naCg/3OxzEyKiId9zWvrO+bgs4NHeTKdduHH2f798MHPB21l0fY++umonQXCIXo+g3AzsjRM5tuACqrMX+28f9lfX2dxcXFPYv/jguF/1RSEArv5oPk0rt+hlfSK+mV9Eq6gVOpBZ/jY9cVCt8VKKmvpFfSK+mV9EraX3pFKLySXkmvpFfSKymmV4TCK+mV9Ep6Jb2SYrrhobN1ZR6VfR5mbe+6g7o86x7U7ZXKqj6oW5h9eQfNZeUOmuf2eZi1M6oPmhfnOlfepyZVhzrpD0j3fSA4mrgITkZcXfs9aN7YdoeIs0MHMrifA/7QL3AHbvs93FNgc9sdNA96zQP7a9U7LpAdf1C3ON89sE/zBq8dBda3HB3jIbrUB57eZbHh3mo1HjS7A/umc0DtFQIxLKjQPLAPdNxPv7ZHyKTwB837PIz9dufv1o7rF3Rpf62kiqz7OTIz2L/jw+4YGU1QY2Bxv44P1s9HHNz5Xgf2KU3TOfWfKh+YFPVBc8oHwvHw1q5r/+Jsg0doNYb16xd/wwsF+5rTlDNDqmXIrzTd5gDKJZAJZLu4OM6X1mBhlvJNZ6gWIb/a9X0ul0F2IRuBrG0iX30KEKpX30x5fC6BZUjyLIIZgRkDqpiHn4SNbeyRRco33ka20XR9RV0kJjMK2PSCeeoFeOkSmhuKN50iq1peVaqUC+LyeAgMKov50uOwO0aPH0BvPZ64B7pvyjlDNmq6kMrzF5Cnz6K93AVyz7O4EB0uES5uQKX1Ap1MMH/zmPO2uekweuIwaUCdaigem58GYzNPvQBnL7s/FmexrzntmCigOUgZXG+FcIdDjfNiy//mCdjcQQ8uoXfeAuLwbUyhPjBMTU88nHH2/GXkiefRzOHp67CP7UtNs2QcbC4uRsNuRfbQN2A0wd50CE4caV6m8/cOzMRi+wYVyHcr5NGn4eoG2u9hX3saO8jrOxQhwMzEYgcGM67cBbWigIefcMzi1qNUNx/E7JTICxfQk4edh4n14SHVx48QQR57Djl/BeaGlG+8A1PSBHRUl0dsvQ5kYxt5+ElAqe68CVmYj2Mc8mlGvJAXPK6yrz4FVz0GzKFl7JmbG1Pe9qaMm1W0rMj+5jFkXKAnD6E3H42uo7YvDhm1EYjJud3K0y+RPXsBhj3sa+9wYIvi2iZVe+14V+fRmOyhxxyDvO0Y9siKvyUtSQyRxAXUANaSffFx58kzP0N13xnHfI2vJ3QwjrsvZm2L7GGH92bP3IQuzce52r0v4NtplewrTzmU5uUF7KtOxf6k8zYucXG0kUuryKPPoMZg77kNnR3UysjmLuaRb2GPHYSlOXR5vg7etb0Ff8N1041vPhIoj8DKD16sY/B6gmsuDN+1Aa8q4rOQquPKyg9fxIYwiH5i2FxYevAKcs8kaocxz0nL8g9dqkMnBj/2XJh//yr2TNl4DqAnKxZ/6IpH76yf276w+MOXsaerqF2GhZr1LHPfs9aJ0VzNGBY+dIXyVh9gpYUKOzpk3IWqEJbUCNWsof+hNYoTEFAitb0D8aB1gcFUM8LMj69SHA+O1KHd0sxDWKxCsZSR/dgGk0Mmlhdwf6bFvkUdIN74B8aMj9XfhjrGr7IU35OESxXHAMtZQX5kswa3kzpvdV+BvGunc0GsXBCGP3aV8oC/hGXq/ub37zB452bjezVCsZBx6S19ivnMxxpwbauGGeuvMmzcbbD9rNG+yVLGpTflHi3WeAx80ExYv8+wcW+O5qaBi1McFo78g/OUwxK5ugm7E3cLOjfk79pG3jCu6e5/VEvQ/+A65byp78GIz/PubexrizqYTVbn1TeN6rnrLwhqJowfKBjfxZ6xKCJsuV8j1YzQ/5F1ipsC/YkXIie3azP8rad3NWtY+NErlMdI1oGfj68tWHjtRqM+cLGZF37siott3eiLoPdNyN653ZySQDlvmPnQKsUREwPziB9T3jgme8dOgyuKurjRSz92mTIFKPV9ltePyd6+09q5CNW8MP+hKxGdOQQnUiNkbxzRe2srj0C5KMz/8FXK5ZpmUZ95/YjsTbsdGJRyQZj9/jXKRTcHZWfkdgfzM8hTL6Crl916DuttH+mG3ykA5BeEtd85SrbbunRjYfTZJUwBbXGenRXWfvco+SgFCAMplfVPHUImoKINqZq9lLH2+0fIJ9rQtEypbP3xASQCntWNkLM563/kQwomSUpl/ZOHMTuunnBjExwg3uivlsmqVHtWTAEbf3SQbDv1m6/r6l9VWGjiw5sJjP94yQHIeSbaxcFPffAdFsz2Z1bIr9ZVuEBB7WwaBVq2rUw+t5gA1dV1Ra0tNNfnMQXIl4dx55W2y5zN0Eum3vl5spoxFH8zH8HtGn15tkd5rkffJkipxgHibf/NMtlWUpZvSvHUDEXmAfG0LtNMYOEZS2/La/eZIKW7sDb3rGcELRLmW5bZc/j55sY43JSe/Za/1ZwJJFHGzDZc/soBTDagesOdDjff03b89AyMhZ6nfwzdOhJ2vzFPNkkv3QmoMnlmBnZM59IjCtX5PllV/62Bfi/2MBs17lWXtzTnm5kou48sYNYcS0vnW3ZF0KIFx4HTjjceXcJs+jxekIkq1fmc7YuzCPW4qRFMCZuPLWK2qO+G+GQv9Ch0SMMZXd183/7mPGaHCMkRdiXlhR42M/QaAyfIBDa/uYDZlUiYcOmyvNJDejkZTURLKWHnpbkYhc9V7+or13Ikb8Vp8HlGl4dIQQOdQAC7k8E0mCUL5XYCDHn0ALqy4HamyznFbXMMLnbzXSt9VwgFUyomCdqWXuXP00BGKbOswPhYqWkQDlEf5q6bxQHirU83+ObracCbhLkVSm81KS8RQOnzxuKykG0oeBNkhBGIwH8JV2vRIV7mDeiZ1udJGF4btbSOQ+E4r1ild86bcExNy0YKmptn/KZU+mdBTUrTJn0jaTyDl0oZvpC2oaZBb7UlTMCZ5SoYPOMLSnZeKOSXayEV6aPOPNd7Wup6knfZRS+cJjb20UwsTCxzL1lvwjAxrygMVi225xFkE1pm44qF54oG/k2IbTC8ULooa/0WRMy2oo/0Maponvnx82COzyXomCRhOsdK7xtZRHt1TNZ9mD8dhIonT8JIe88LLIcxqU1pw6f9L+1xaicF8d8FQD5omqJ6q0DRGgO8ufPRvJ4MQdGwSn5e0LN5fXyjONpOgEcC29c4bwCyc4LsZI12agi5+bVe7EAK8pi/YBLYFmLbTQE8XAPipfTJn2vZ833KRop+cYhJJreAM8N9M++sTXAgeuVfzcZ60nUhTyT9TPNsK8WfzZOhNe7aoOfmwewSwwtJnv1cduW7RCi0B6DDhGTKd+nzeJ3979iM6fIi1qV7fNO49h4Lk3oRhu9SG3ecVHtUmsAXgMTFHOGZO9m8bhdsxIkGGuAPGhRSIlBcAyogaV+ot9mvwFyTAj3URKdv08Y1eRaRNsGZQ/agLakJBZwgC5AXmjBO/1k4P6iMiYGKVAXNxZt2PFZTtceYhWhi/lxBDeDNeh0TjceJCuOTErPBNGz6dz0+KdhcGuEt2sKnTev23CfphOCirqVQ4tdZGqlgbIAtts4b4uMUpywI0Hb7po11mzbaeq91/9EwB5vzT9O+QiNPXF/SrX+vtd153ulI8zfpfJOu5dDPvd5r91louzReXzPd+GcKPmk96slDWgPQlgo4ELNvvuTgAPZJ1Ha9HRAxbf2aKKexrW1G2q47ZZpthTnVMlqrPsJjJ2W3Ab4CE23U3yJcOCyViLlzbU0yRH0LC7q5u2ivghZwXoLaGSNkXYsRteg1dSeTtDGdGxE0rvJxlidVbH9srWcUtm+8IHBMPpvYGLJTfGyFhrDL3feBsWhuvLZODZ4mTaYY6/M/wy4y7aeKj90wjSapZpv2M5gbpgHNRdr7Nqe7p/EE88jTzbCQSr2bTBl2SnKhM8xAMn+abY3/bHfs4lxK2hyZ957MWae2JwjTuJuZVkCy02FSQlV1xmka2Fw7rrl71v5oensjDlp7xzBlHk8HwGwylZfDu75rhEJMCbHTyd/9TqJ7YNCK6oGaOnXiu0Yx2px0sQ0NLab591SNtuM2maop/odt1jOtXzUzSOpNFpMERtYAxOtqpd137fZRo6SmEzux40bE2BY14/lNguiZCq6psX9jn+vF0IRW7lTjGYP3xgmxk61iJhYzqpzXSmaaYHi+z6awtbdSCKbjobLNxGJ8edEUp66OyAR9GQrRDAdEL592fVNTyvA7hEjypUPZOETtFhd3EAloW2SoFuj30Ttucvg+MZ/3ppJWyNv2zz2TdNdDaPeUsZuKBhva3l5nSUpRUNu7zQg73QAWpKmAWMU88bxTElvro9nAUGbtZpya0BofprxbFbm46tzBpzL6a6fmet/nHJqSviuEQnEYet+/UcfuxU8CI+Tv2ELPxKgf8X15RBm8b4Pq5gPomZtdtC0FzYT8gS3sKadBpuNQHVV679nE9poxlzUTsnfsUN7syk+hs+0Ri3lgpw7NGJ7ngn3bmCKGj6jbJj1F7x0n+PM+T0+w908oD0xfjcW8d++ztcZpe2DfOqZckY6ASFM64aqBUL55Qjnv+xHcFTvxFOoDyKovTF5XUc6bRHD6n3vcE9AMRncp5WzST/+zOCiMbut0EduD8d0uT3rYq0YojyvFbbaZRx0hdm7KUOMiooUDcs0No8MZO8d7ziMotFsdh9w+JdjcxV527qVuZzFZNIyXjD9EDkINFGXnWBa1etszsZ7qNqW6ybctEXrVEMq7qmR+1LDsxc1KcRQaJi6cu/DkdnWhNVtae3Hc0a5m/jVZJ0eltUN0Qnly3Mc4915renCp4Yev0fbp68+EyWmbxB6vyyyXhHiSK0RToeZQ3lFRDRMG7bOVh4EjdWSzMEdtLhSnbfQqrBm7C6dbHm8rG4rtC+UdFjtoTRygnLXw9Ivufk5aVS6Ut1vsUJwb7fGDcS6Uh6A8lnSepG23uvoaSpNCecC1ryO0bIVcPAtX1rptW3H/2kkzKI46HtNWPstFoVxs7hj2k74rhIJMhOLyAKnoMLxyq4eOppChFIqNHpAsBr+47E4WD8saxVnBjrKoXaVSXkshROxroGRace9CW/fc/ia/gx857ex8pGchHua2Cmu7pal7ZhYqNE80rfYEkqC9+/IM5AcLtE/jfKFhOw71+4Vq+0J2fIL26ZgFGhqOX/BqnKuqOT3G+vDZMYi6CPagwomyuz3vCebMCDtLjFAWu3G8JD81nrql371JqGa8XT8zVMMM2zNMloTJga6GXQ0MxTG36MNZgO0Z7CBjsmQoFhJfVN8xzWD3mBMeQSkJ5xMzp7YZ3LIbBXZIdh5W3nwFOyTRSN24D+7cIbt5Uj8KDH5WmXvzOtWMxDpCP7NX76I3lZGBRg1WwNwxinG/Y/2ZYF47wp50i6cdK6EmCkhZIevbaA6zr9/ELrmGpfPdHrFIEApJP6uBsPKWK9gD9XwI7eudGnHgtvVGXWrADuHA2y5jF5vlaQb5HSNmXrPVaWc1C4ceuIidV9q8QG4dkTU8T/xYz8Dh77lAtQR6YBEW5+KYzrxqi4X7Nhr1CIqdh+PvPUe1UFfidlKONnOv3+hsMMrDPQ789/MUdx9utEEF5t64wewbNjtzt1yG4z/yEuVi3d6QZt+6zvCNm9e0bExL3xUHzfm6whcHzl6YMFGx6kLzTTFh5FdAvzCDSTV0BVSxXx6SaUM5cnkugv28z5NuTStF/3pmKrGzy4L9wgzSkgamUvSvB1GpSg/DbCHIVwcwIB4gCiAThb8YRtfE9oLobVj0kBLtoeI8VfRPZumlNud2im1wWl02UvSP58n9rI6hPZMsAlhx0kRU6W0p+qkZsjSCWhCeVas+q4j4y4GfmnG0CPEOfL7Bk4DNaV9GzHYU/mjW2fQF2Bkjl9fQW44gX+9jswEZtT1crJJtVxz6S+daagdZbAMC889VvtyqETwl37Uc+DNN7n04jR+rzD9bOHNKnrrpCvlIOfilwruwEjV4qZTxXyyABYO/XOVz5Vdg/T8cJSvrHYdrhFL+mYeRNxoZqADZmjD+vRXn5hx2XQYQQT4368ZNtbEeUDBfHMJCMubq2/OnM/SrPYR4MkHk/FXkufPw+jsZ//4KvULreAo+9b4l6K5BqBp58x1l/f93lLwMQjHZ+Xx5yJWnD5BRB54XhXxLWfsPR8kn6dpxC89+aYbxrvg5Wqd8Q7nyfx4nH3fnu3lyluK2M+QXn0x2C0pvAy7/9gnycTd2yfgLC4wEMq3dGxUhW4fzv32SfLeroO3+pePgmda7VkXI1+D8Z28j33G7yrifVtj5yyWfp8WnVuH8b9/U8KIM63G3lWe/guGGFwp1eEX/I902T0qHTX4NHPP2QU/MS5eHBnOFTHt5nZRu42vNnChcOjuI6LZWL9SE/3SfxXwQw1YGjS/dPEy7pxCEW6yr/c0Ugig1Qwg+5+Ebqc1Y0zTO1BvIVMmi8tq1N8B2sqlVF6Al5TfbO8ilVThxEDEmHiK7Mh1DJmj7iXnIhAtfRpDCxt2i4Me5n/ndUOifK9PmgkgWo75lyVhoz5mg3O7Cu6wGWpWJb35CW8G5zKbuv0E4m2IK/Xx5ZqJOSAXBGwRBlYxTWSGTWiJLqTVVQ99VySYtrbozZuLG5vAKOjNAZ/pkY9vVmtI57fOFv9V4t9TW1HNeXElcZ19OWJdZKhCCkMV/38oT6s9GOkWwOZdtyLrmTHXuomkdwXIwrc1hXeY7TE3ZuMuew7lMvtV8Hvu5R5vFNl3koV6n2c7L2R/U6YYXCjFFxuZ+KmCeP4+sb2Nfd8eeWCUNE5AIHZNMY9LX0j39tiNYWhacTnHaravD4FsHzdPNTtOkgn8eGEXk1K3FlaZUGCT+6/Hb9uInbJVD8PVUw02Y3h6Cs+GC23BndBk6bQi/eppEe7TBX+ZZdNHOWtG1FJwwyMOdAm8eCQy7cofO+O/S29vW3zrW1l0EEDRz3wdPpJinb9CeiYfNjUhlaTxuErfDwMyCkGq5VgYaTfVKmRJ5LA0IJM+cRVY3I0GC93Ac2oY7Zh3Rbqo3HKD9DA4EnH5tBh8Kc6ShSySCHmoTqHdVFe/V1p77wU1VJRzktto2JTUOwOmua9A9+9VRmhJ6td/Hvu717u+QogC9nnv8lPX4ctINLxSmenIEje+mI3CkgKwrEBpgZYmmHLVD6E7yTkUhX6dV1x20qEW31f99pPRy3l5aTFuY1cr+3qui4wkErUWe5AhupaTCUbptmqb1a/KzsZCvISRpfosP6SgAfS8Q/CW6NN5yfTgnUFm0n3kPpKq2xxtQWzPqKJwSv//Q/3i4rDivpHY7ff+Dd5Urr+4TgJQlTQ+YVj872nRrjqm/geULdLuyVjkCHFxCswx5/kIsdCoTT+fMXvN9yjjF3SgyfV4l8zu9YZ3OEyER8rF86sP4pG2Kk9tTlTeC0EkUImqa752aH7TnINTCq84xXau/VlK6yuM0K4VjHXsynenrIoS9nealNiV9Vxw0VwOhONbVFhj2KU7NUc13R1D7UBxJF2yYvUJxGKq5WmsMyQ7cu1TTdXmhOCC191M6sfpCsTKlfnEeH7YvBBNATAaq+fq72iMFiiVpYPs0XFQTX/bUK6RcFOepkvaz2Zpu2xYNNve+7NNuSkpgerUQKOfF5THNf01VjHigD3icoOZ7AM2Fqt+sN+xOqpnEjdAzaudiqrHNaXFSKeWM8wSSyjq4Cn9GUM4ayhnTaINUilQW2+8qHaKK9gTtib+/0KRJwLhKBbNUDqhOc4GixDz5fLLL8IfZqauoz2f9uUSbcYRD7/B7UELcfYZ6vOzBRfTwcsxns+njaDPBevPa1LFO7psELb/qJ4fYQUFou6y2NHM7MF2nA4hAhmmb3O6FxniGrAH0ThNdLzg3oG7uhAPz2vXZ9bOBi6XuP5VmPVGBiruotHanCHXyhHd+vXTp6DqV1p/urhv3ndrjnfCZtlBhUmAefQa52jwMv1b67hAKh5TFBy9TDRLi+kkw985V5My4m+eE5cD7L0bXNalqn/KV91xG7vB50kG4qeLgBy64hU89QJoLi993GT3ljZypxnWyYPEDlxsMTj3zWPmBi1S3Vp3BzPqWmbetO/u1Fxiiih0IKx+8SHWytkukk2S8IvGSVMhTzggLH7pMcbzF3KddxgmAeHPC/I9eojzoD7hbl49aZHHuoPPC8EeuUi7XXwT7fgMQL2lzOWOofmCHyWFqYeFpN77bUjzQBMTDQDkjTN6/y+Sg1AJh4jxntm7tsXZ3vwECh7h6rr4qpxxAtus9c/xNY/OmXfJ3bTWZhTjXyoWfuERxoMZvCszPvG0H8/ad5jir8xQ5/JNnKRdoMkQR8nduIW/cxexOYqxfcIB4B/7B+VpxUc/0cyH/3m30vkmTYQB2GbIPblDOtbRYUeTdO5SvKmsG4jVsBMo3TagGCW3wDPTduxRnqvi8qwWH+e4UADuE5Q9fpDxRC8UwT4vTFpntBqCvZoQDHz5HeSzc9nbjqSJw34jF163XHweFYU5Y+omLlEf840ThMW/apf+uzboffqyreZj7scs1+GFovkL2ph3ydyQgev5nuSAsfPiSc9tOngPkb9mm9/btzhotl4TFH71Uu4Sm707tUmbrjTkgKNWSsvjBbh41kN+/Q/aGUbesFVj4kauU89ISCEL25l149Qi2djDPnodKO/mnpRvefATQOwebv3uYfFcbi0GssvOpA/4Qq0mw7AXD6u8e9VDPinzrJWTQQ285yvofHEZKnE0zyWOey7j60WPNwy9ASmXzDw452Gy8X0HI+GKPzU8canhQiLoDrLXfP0K26+pxW3DPlCeG4vNLmGB+8GWZsbL6iSMe2C1IpLrcwapC6r4n7gBr4w8Pka+3tN7WBR6ozR3ZtrL1RwfJV1Ou12QWQvA+cow52xF2/2SlrsdqAnzXmqxWQYRsopRfnKW/WrfDNVvpPWuwZ/u1Xd6/y0dK9dCQ/lUbL5MBVDM5w8uWwdUa2C78zLdKDj6i9LYtdpDX0BMilE/OQO4B8ajzZduw9ucHyTe9uUJqs1D56AwqdDxfsk249FeHyXao7e1eAI0fn4VK6M1U6MEl5NKay7MBl//GzZ1gGgjjMH58FkZCTtNcIjvC6Kvz9ALwXnKBrnhqiGwFVTsx0SjwfM/P6+auqHpqgNmSeHjeNGsSzaohmQms/u0BzJrx661+ay4YdOJncrKTMBO4+qWDHkSPKHxElfKFPptn5zEp6Jw6WPm1r6w4ED1/nhfaXjw/oCy1BW7nABM3v76ESS9keyWpeGmAYDuAeNkINh5ZjnlS89Tk7BCMdgDxzAg2n1r0az4pzSq9T5/HnF1H772j+W4ibL8458E2U4VOKFd7aCWIv9Ff5/EgelVoW8inVNs5qj246xZkZ/wK9lFI4SAu9yfxtS3Re1bsNhlrSKYEs52oEv3c4ZJTn+p3zH2l1p4AnumGOvOtZNEmOU2h5Bu1SaDW4p37XNKTukbrmBJpTBn/qnclLaupwEiVAOKZup7+pUTT9xpaJwWt0k+63qUuBdr3FNLDbLFK/0L6cbqtSAWQf+eFyeCsN0kYYrwHFSHbgjzVfMIhv4XhS+4SmhQV2qvjQGRjfzktqcqUFvKM/nqJ7RmqQbPz+RVfr2220YyV/rNOKAZo5DAG+aUp9MPlkW/VS069yy4KvbNeEOUZ9vaTmKsbSGUxE+DJvKZZtNdD74XanpBCl5gxDL4p/kZ5rQSB0H8Ov9ugMTkEpzyxkrgY+/70nwvSqGnSqPtRM2PxB/T5k867IJgpg1kp39AEEK82J0mlZI/nkS6S1J9fFDjfPPdzKKkK3/A39BIBA5C/JJDcPwqH6GaiGJ+nffaQv2ic51raRy+weKRZT+h39nwNMJimbKTwcJ+sZdtTI8ihI2g2ROdnGssg21HsF2c8uF09dqIKT/R81dpoc7aFA9FrHX6LAo/6PAcWsQdw8RT2kW54oSCWCDkbvVmC9pIw7muc3biJe+uxlk0k8q7u99I8WGto0N2dc0frmtqGZNG7B82dxfQkU28Lp9pbwi+S914jSauLniSeefnfU1fRhgDqYOskAjY+0u4BaNIGV46GR402RsaW1OegqG28o2D7zr3QleVszFYMkrRVRdBBFgPepCaVsAhp3RwH4kF2aGPalkirKd4/gdl2bnUnDLfh6aTUTgfa1FJTZttJU+dEIvynpLC7a3s3ReJ74T71zDi0I8yf9nZMvTLUyauNueLq7ipW7XzpwXTIG55fq4/tMtLOdz38IPU4S89I6g+mSEmmlBXrBBZnXVS0vZLuq/l1E5I6Qx2dw/a0qddJN7xQYDwBf2N4KqE9sUSB0s/OyoIPRdkANZtavt+joy6a1O7YryGv1aXaVUiqNcpkqOtaKeweysSnfDTxtuDAPLTxPfjJW9n6XVU5XJVkcYpremcBUJR1ubtjpChjO9pti3nGRT3xytLlS2mR5lGt85aJpPT06NB8iguuFJX7HpCiJFvfcXZTI9hBhlbEMcwKd1FIMwMTH/oTKHMLlIj3Nw+eLUKqFSuUVc3kywodTxr3MCTQTxWjiSIQxlnV0b7wgV2u4Q1iRpP6XVGiE4+Fo+ouPlSekYbDZ0+fOD+shfGk3iF4pi6hHeCEvioymhCJMSncpa0gdNIYBf77WuDtPWaSjHejDRbXxvBuUjizRlJF2p/oFSckfVMYjR3sTEIz8e1tML7xpP57Urp8KXdUonIX602xjyrr8zB17jfqj3wAZDyBnbz7YUupdP1p8YF0rSgN5SO+myQXMML4tdtDMwmgk4L9JFHdp5/Sf2ZpY2ODpaUl3pX9KLn0rp8BkBBIRaATfWyvpD4fPs8+Rfy3U1eKKBkw/PeVrwqAflN2DnvlSTTdb6uulxHpqY2UuW96QBQKzhZU52tP6nRdNvqWt+q6xmr49vpWn2H8fdJx33X9XecvL29eQd23ehe3n/r+jnP/5dAxmVP/KfKBcKcGXh4tKi34XPV7rK+vs7i4uOd3N/xOQSqLTLXZXCNpMjFeTl325ef5tuv6dvKo7tsD4e9cV3BHfbnp26QHSi0g2HtNdjSo8u+vb3+fdPx7m798+/PK7cj+E6bj35kPpPav/db1MvLwMvPo/vpywwsFe/etlP0B5Zyht9WNiTCZN2QTJRsr8uJFZGMbnRtS3XGcYs4wWE+u6/uf40VDPvLX/7dHmGfPgUB550mKg0P66816VGCybMh3fB6ryLPnkN0x5ZEFJnceYbBqa1OOzzNeMfS2HJyBAHLuCnJ1A82F8etupj9KDt+8yWJ0yNBft2QT3+bKIk+/hExKqmPLyMGVegr5PLvHDIOrjgbRnHZ5Dbm4ivYy9NRJiHGIweYwOiYMLkI2ie4/UJbOS6uy2BOHYHk+0szmwuikMDyrmLKuWxS4cAVzZcN1Y2EGe8sx5zfeEya3W7JzhmyEd6fFecQMBUUZfuVFZ0pbWcCePIRmwmjFMHO5clDYwQShSjGfUQ0Ng+fWkfNXHCz26ZPYmZzxKaX/vGDGNGzqk2OC9pTBc4p860V3eH1khfLkCuXtFfkzmfdQ8wQVYXzc9at3Hsxz55GtXbSfU95zkvK0i36WFTRMaJNbFAron8XBT3zzJcRaijOHqe6bIX8yw0w0moJUoLy9gl1D7/kKzTPM2cvI2hbVgQHFe4+QP5FjwsGpt4mPb1fMptSH/uMx5umz7tfvOUK2OhfzRDfOu0p0NaN3oTZVynPnkW3ncWMPLqLHDsY5b3Mo7qzIns9qTB5fXrFkGTz8ArJr3W3zg0vuULUHes8EfbpPvkXj/K84qfTPX0K+to32e+jpEyCGagDyqjH2qQHZNo01V91aYRhjPnURsYq96QgszVENoHfvDsU3Zp2zhp+6CnB7gYhFPnXJmYJnh+htx6hmxOV5ZJYsieSqAHc4k4x8rXJ8QMGeOk51aMjs6zbZeXjB5ZE6T3b3GK0EfbKHPHse2RmhS3OU9xxh4XXrbH5pqVmPQP/eHezYUD0xhPUtzIuXnKv360+ycv8mqw8d8E4z9d2I3ut2qHZy9Km+K2e0A9/kuumGFwp6ZBnJfazWGbCpjV+hJ8CsX5+XV2ED6PeQlRX6AnqkW2ZPQIZ+UqxtwXPnAEHm5+kP5uAIMWBVSH3/n+Mdipy9BLtjMukx6C25PL5N4PL2BWTFN1WB9S3kKqBCr7eALg6SjrofQwFWkvor60DKKJHhED2yQkBNDDbSIQIrYD33EHV2W7m4CsagR1fqW9+efsMSZLmle00K5JmzzoNjYdYt+sSbajgGDoJNCKOAWU+8Ivo9n88tht62IHOKBuw3H+8gM04okOfABJ0ZwMEVBGW2UmTJ5VeI5wq5BdMz2JWK7PwVEEEPLcOwx2ADZImaGXqGlINzETxcIc+eg6JC52YwS8v0Vl2eOG7iNNKeFT/3gPNXXKQyY8jml5D1HFmpD3QDffKJY4J6BHce8PRZ52WWzyFXD3ha+0Xv70yYXTeGetK34fxV97zMyVYPIwfdPKjvnyi9XUEy0KNekG3tAOcAJdtaQg4udOaubIgj4eEazFDOXQEvFJgZwhGnbMT+rAtmTlEPKBoZVVGCPQtYdHEWe+xAnB96xeeZ9SYpf2aTWcFu7pKxDblBD69AZpyJ/ZJg5t38cHPat3kCujsGueQGZ2kOPbKCAYrzB1yeuWY/7UigsuTZVZyEztHDKxgjTM4dwCwqukAj2V03yczKFnjlUFcWkYU5tl86gFlSdDHQwLu+bvrxO2KRs5dhBxj2kdkVNl44gFkC9eiqQXHaXT0AQHbEn3G+eAlEkMESV54/Sr5Y1xPSaPWAm0NHPFG29mdGv+GFQkgpc4pJEm01OX/q5m1qIY3f96orLUxxB6+9nHC4tWc9jQd79yf1TtFpJszIB1rtgA4QXepRoh5xs+F9lNInMozghhkm714hE0OlteaHtgLKT2l7pHnl2mYqD0/h7akaSJD2Q91FNSkttp85LJ7QHA+Gp0aapuUwJ0K/xDOkzMecaCJGNNpY4xHV3XTzjKlj5zB66npDm2s61Du1RlUBxC71T7ct7CQBenV/nQdWPaGiAIr+7GmIT5dMQNeQ0FbXHlPW3wXXzgbdvbhKzwdMWQs831PipbSolGlDMMb7KurKjG2vpiDp+tcy9rfP/b2SELVPLDUwImmdzi21ndwONKF13TmgBbyXCM0aEK9ZZgCxa1aidZ4pSTQB3mulaSB64PqZ7dQeaA131VFTsOw3fVfcaIYm8wpp2kJ3L2gw02sSdMq7FAgPQC6vYb7ylPcu4P/P3p/HanJcB57o70Tmt9x9q31lcRE3kZREbVRLMiVRCyVRkiW3W22h25gWLMyDNT0DN3oMY2YMd2MAY2zD3bK7MUb/YRgNyK897rZltWTLYkuyScu0LFKmKFKkxJ1F1nKr7r5+X2ZGvD8iIzIiM79bRcN+73WpAqi692bmiThx4sQ5JyJOnBNN/PA2ar2dcIunzZ2gCiBW60v4d81rJ7z12ehCKexHucX6JbCUfaxrgcZ9g5a2xAXKoz3VYgkkGp8S00c2NcYHsNPdMiSCF1b2F91NKMY6NqS1BKE0BO+dEh0xSS1Uh3F1uUHBBrfTRP0LQz5IqZgjXmizFgLYuuKQUXvyQnynwNAaxdZAdFAZu2oGEhHXv8qF1OMVhpOI5gLNsYxkZIhc8KtTfAQ4h7w8al4FbYU5H6L3fjUnfg5UdJHoh+1b/KwRT0lXdBlZatXX8b0UXDRFZTTgq42b5O8yeKHSfP9q6vyRUQquhALbEpMmHwit3hSGJnFHEbuKfySYyXHMoXnoXXr51saSrUpJx8+jAF+jLAPXXyfUa0Isun3a8OEWLxyc9RwLslrcmACvsC0JrENfL3FbTvDZFJnW8vc5qUXQXYVPVF8TMC7uj0lVFOen0SfXllQCwSsPZ+HWo7KGoEXlARK27dsLzxpdW14pGSLhGLRRNwC8WDWBQJbaP+rjHRo0QSTRaCxqdC/BfD2FRp59GVY3PG+48R1lJHm32bBKxzchWp4mAX1dG1J5JDlBV/cTMWW9bnybc9A0utYcw1DBU5GjJg8cLhW/tvd9z9IC52nValS2/94ad6oNrq7Qy4eXgnflilcKRmwguuxoHLnQTZTsIBRhYpGyFH3IDpuYkKVQyvZDMd70m9B9sUH0nCVIKWzGuwxff5Bi3N2iC/Dr2vR89aBeRiDbZ+t0MH7QFRTTTX4yAvm8RKkbo7bCS6GlQDUC+ZyDkehdWMKVgVFl4D1VTeLG1pyrJ5BB+XSQt8BZ57VgYu7ykhO4Rb9KYuPvAQw0ulviHFrvZRazfEICy70S3CYRdLeGX3nxLB+zddUVo+6U7ZRjT4muSYgC7znBJQ6mJw0aGoVPHVkfvKKnfCyr+vaF7uAVgAtqaMQexLsxjS7PiVi6SZ2uZcrWtByv2sVBkwa8Vmhkd2gdFDoV7dtXkdX2kaODy/rm+cbhH92kjgWzjRlWMY0zrHQqFW7EqwKXKS5cVYixfTH1zfGyzqIbr9T8AXknbqckf0nrCh/XHpTjkdQ0eVl02j7WLlNftJp2MImbu7V2Rgl0Gf3OrfwcT++V2zwsV7xSEGMoDhhm7l5q5GU1CqbftoJc64LEBO8OF+y7ZzFgOvw2wczdS3Aqa7CBOZ6z8N7FWPBgmW3mniXMiSAgXlnStVVmj7zcsLJ1V5j7wAWKY4UXqm5Ik46m/6YNz8COgYoxYeZDi+QHa5Z3WYYzygtlt5WSTwizH12kWKhmSdvSNtwuyaeE6Y9fIFuoLP+6hRUWMTbi676fPGPzzIaWkyaevJoyT7KNmnnxdT0GczYekUt3aZT1Gts+EACWVno+JpgPbpItSLkFhVUc2jC8Iyd/WzMdZz4pqI+uk83bWVpZqsCbdlHv3IqjdGKVYvLjazbncCnsXPJ6/dZd9FsGMTmMDV42+5PnyWalEgzYSS3v3Ma8cdBQ5Nl+mPrJCzbgmbvd7YTZ3Vvkd+R+D93HeZo1yIfWKeq5owTydwwY3hjc7QisS/PmXRsQT8B0UopbT1EcmWPsA6vom7L22/gOWCoFkI8L059YJDvSZIji5oJk3B1sBM/HhEOffIUiyKvstj2SO3eYfd1Ks64JYd9PniPfH/ChPY2g85ZNxn6sigzqDJF8Wpj7ifNk81JTpNB96ybdt2/EUtFAPiss/MNzdqxdXeX2W//t63TvitN+CoZsoYSZsu2GK/ne2zdI3xhn4BFs3ubZj19oCW4HvXdsoO7YjRQ9WINy/L5lm8ecGCZ52zbm1su7sBaWK/6g2YjQeUVY/4P9JIPYCFaFYfOP58tDrHAUIHkxYel8FdzODZLKDetf3mfjodSsJvVcyvIXDnoYN4DJ0LD+RQsTptkD0Juw9WeTyEJcVzIwrP6RDYgnuMNf+67IFNlDUz5VqLN60m3D+hcOlG6AxlvdrnTXDGbO+MmGWJjVPzpAsl5ZX407Ps4yK5+nm7D+X/eTrgd0azFWwiQryTpc+NJhkjUinEUbe5s4KC70sRQw+8OM9JVVpD+OdKxyUJlmbDGLVj5GAGXplj0wQWe57IuukrQkT6eYNEXMRoWzCOm2YfjgNJ2NeJvBiFA81adQho6OE8d31g2DB2fobFZCwuP+eN//HpZkHZb/fL91nwy2nkQbhk+MIZlLvV3BJWuw+pcLpDvBOJRMnD0+jgwqYez6qbaEwXcm6QyDxkuDxjzVK10xq/bdz+K5nk3h6XAXAQ1bj08hKwq/tRaeHTg6BuOQ7BpW/3KB5GJFR2c4yOmEYqgQdBU+RGxcqHMPHbTtAEbZF2IM2Qt91l6aQjHw7RklyBAuPrzPBsQLz0sMDJ4fZzhUPiihO/BWu7DyN/PlGFT4i7YwmKIKiFeuNNWOsPSdBR/zLNzq235+wnr4mMqH1CCoHVh+Ys4HxAu3q3df7mMyRVKbaLIrrD87hWQhjOXfwfkeeidpWPEygN2zY9FBvOPHfLWD2UyC9LwjVhu18qpXCg888AD33XcfR44cQUT4whe+EL03xvCLv/iLHD58mLGxMe655x6efvrp6Jvl5WU+9alPMT09zezsLJ/+9KfZ3IyDNT322GO84x3voN/vc/z4cX7lV37l1aIKlBZEbkh3TOsWR7JrvR7K4cb9kMIKzLb903S7PRWiFIZ0K4SpzOd0u0zw4j8ufy7MwMKsX6ZG7WyYMkVgTcBorLIIcXMCe93YFJa+6WDZHUQN9T81dFYsTBzrvr7mjfvZuaC9F0V43lAvbp9YNKTn8ecR1QcxjY2yh8U6VZhU6F7cJfnBy7C8huQFalDYvAf+LkEokey49c6VdztcH8pthXTD0L0YK38EJIfeywbl7hu4MxNj6Fw0dC4Sr4RK/uidtu6x9WV5Z8XQWTENGqqhofOiTS9Z32vvnoXOhRLnYDtADaD7nNgxdbKvFDDdM9C9qGN6YqOU9l7A847DGaB3xtBZDZ4HEqBzjpgJSyHWeV6RrlZGTuuq0CklZ6C8kJQRfmtB51ZNFRDPW8+CKiD5QUKyXc1TH9xuEViMA+KJsXd+1A+SpseOgDqnUKebt9WTgSF5MrW5yUN+F1BnhOTlpAmzU8IMY/KIMSQvKZKX614G1iNIvttt9XRSz6Q2kF7tTCHZMvCdnvc0CueqPNUheVE1DY1NMH/d9zDhVq56wsK82vKqIba2trjjjjv49//+37e+/5Vf+RV+4zd+g9/6rd/iW9/6FhMTE7z//e9nd7cKLfupT32KJ554gvvvv58vfelLPPDAA3zmM5/x79fX13nf+97HyZMneeSRR/jVX/1VfumXfon/8B/+w6vuINBM0EHL3zUtOvJAaXkdOb3IqL2Sai9wVIN13IKr/v5QqxKmEaqRMN0DT2cV1iJhhnANfPdCsrTCQ6Ho8vISTN7WSkRsXPwEnzMYrGJRufZeReH3Oq22Ssx4D24+hczPYNIE01UUvYSil8QhKkJcAmFj+2+q7ZUWjveJlIJMa14Aq2pVVaeJc4N0iWzqW0yttDduHI0/A/F7y6o5GPWopD45kcTnM81O1f6UQCGHWyo1dPfad66cBGp9i2hO5clT0r7Cndr+tykVnGn0zfehBR1DxbehZ03jDGXEaqY6S4grd+MSwoSKI1R6IW4jPYmkwrVu+LThNYrylzrcNr6dlsyGYbnMM4VXvX107733cu+997YjZwz/9t/+W/73//1/56Mf/SgA//E//kcOHjzIF77wBT75yU/y5JNP8pWvfIVvf/vbvPGNbwTgN3/zN/ngBz/Ir/3ar3HkyBE+//nPMxwO+e3f/m263S633norjz76KL/+678eKY/LLeEyEWrEKxm87o7WOPBzzzd3kI1tjNnXUCSxJ1MzTZ9tvKVOx5y1PeOK6/AMVtc1kY999M51tmlFhUwa/4yFc4izCR75+xQOrxaf9xBHKAWF1r6Paqgr5VKbzGpY5kIoxAZM63Yw3RTdVfYMooSrJ7j3uIUKwv0t1eSNlGs9O1qN5p42DUFY6g273xMJpwq2RWCHdYY0G8Fv3u3WCSjwW0h1gaXCfgjV2PgVE+Udj2AAR8gJP96aKse2pkmHsuI4WquJKykJLIELqYNrGj6xUI4Q8t+UqJdV+/H2jEpToYRKCxqCut5GGwr+XEDZBupzqK34eVLnp1rtI4a/et+Gb9CKYDDBOMewwYH/ZZS/04Pm559/nnPnznHPPff4ZzMzM7zlLW/hoYceAuChhx5idnbWKwSAe+65B6UU3/rWt/w373znO+l2qxPb97///fzgBz9gZWWlte3BYMD6+nr0zxWjiLw2fCknWpsmjnzXCayRYwcobj7ZGogqhGn43ytaLZqw7tb6wkkY/IxWJO7vQDC1ehu4d42w1kQM0+biFzJ3w/XNzaaaB4zvc3l4rIaaZFDYm7tpGcnUWcphKS1o2c2Qp16A80v4G64uMqgh7t/uELRu4la7fGa3Z2pteV93OzVNjR6+Ht85Y6Om4pRdRYJIKNWlTNs462CMfR0txknZX3Fbg74xPB5hMeFv5SopvLPh6x4haLySU7XxbuuD43vHJKUyClcBHl7H+Hu305pnU/3AvdVAa3nvVyMj5tRIQR6OX6RM2gn0ai6Dhfi1N7q3vPaKb2QVxhspUDNOaMqiS5W/U6Vw7tw5AA4ePBg9P3jwoH937tw5DhyIY0ekacr8/Hz0TVsdYRv18su//MvMzMz4f8ePH/fvssPQ+dAauhP4amPdv9L3bKCvr1+XBH1MM/nhJe/e6d3Wuor+vZvoa5owxQnN2PtWrWtbMDA6Fbr3rFMcM42JYo4UpO/etK5ogbDXHaH73nXywy5RSdWO6hjkjoG/BAZWKBR9IXnPFtlCsK0QCP5sQkVKRkwZQ+hdO96zwgt90zLjSth8TCjeMSCflErgiDSUjBR4ehsFW0fspTIGQ+sKWvYryg1sQO3alJj5VJft9+0nu2bOelo5P38D+RFNdlOQqjTLkUJTdIWdOwzZVHnNu9wKEgPZURhcX0uqbkB3Yec2Qz5e7sdSKczhCRicCixfQM6vIE8+S3bjwHr4BELWKCG7zpBdV3NnxnrYDG8vbN5pd7GudGccnjIMjwLDHPXD00hh+SufEAa3ap/i1a8AEmFwCoYH7PPQuCn6sPsaKhdXN8uNYXAKsoWawC3L8ChValSx/xmB7FptvcZKEjSUSWmA+FzHqaBvG5JP1baDgHwf0I0bF21h8tfm5BMxzcDOX3OoZY52heK1uXfz9fmojSE/aihOhle+7b+iJ+Q3VWPgu6AgP6ZtKtsIBevSXtyUB7Kgwr84pikONYlZ9ITihqKUBc4gtb/nRwz5vhqMKXE7pRu5so1AfsiQzzUNNt0X8mMm8kR0MiE7YL2t9t4bbpYrxiX1F37hF1hbW/P/Tp8+DZTL6k1h9/nx2gm9Jd7wlT5mTTUsBLMlbJ+eiC1ELMzuuT5stpBuW7G72K8EJZUFP7zYg51Y+AGYgSJb6nprINxDzta63rsk2pM0oLdq7TuBsJ20phcF/KR1/XdWvMkCxhllCYZCXwmSmOhdtZQIi810pjJtQ090BG008v3nkVcu4DxcoibLZ+6yVHH7DMXCmH3nLHIDTGrUXF4ZeFPjkCaWow/kmHouTMBMa2SuaFrVCXAox3SoVhWuXzMFMl/Lkz05RnFkFjleE9alAlQzOTLr8lFUYLoP3ZM7mBS/fem3uA5nsK/MNRAIHd2H9NSudY0Ou6QNciRDL2jvpeLHtmeQa4eVnzz4Mwh1aoBeqASfv20jkBwdNJLdGyX0btzGHLQ0kHqnfAPBrymMX7eFGbN9CbeWzJxG0mo/160odQ/GXrOJHq/adjRVhzP6B5r5iXUPZl67gh63jVv+tkur9PiA7jU71QoCO666D9OvX/HthKV/3Q7963bihwJ6AmbfsExRgzFKGL9pk9512415o2cMB962iB6zrUsw1lO3r9F/zU7DiNJzhkN3n2viJsLUG1fpvGansWIoFjQH7zlHMeboVuE29dZV0pt2mmddlyh/py6phw4dAuD8+fMcPnzYPz9//jyve93r/DeLi4sRXJ7nLC8ve/hDhw5x/vz56Bv3t/umXnq9Hr1er/FcjPXIMU/YWRXtzRmDerLTurxKlwWz0vNun/Z77PL9u12SBgQkF4DvlDBu2S9l2sBHekT3Ysrfk4ugHzLQNxFjqdzAt/rWpa62HDSZoH6Ywph94PqUDAz8ZZ8UY4PTnVmyN6ldn7arXLqOBsnQYL7Z9+n8vI9+dKYQTGxTpiP98z4J+HzGoZ+8p1UZqgJtIBEmzuSIStCnDsH4GJKVUUwjLxmxGdPExuIZe6DjNWx4iNZ5KsEYFStLsZ4i/a93ferO6p3QfVJRt4NEW4+x5Gtdf0M7vG3aeSItt2wqxWAmx1ALB5Cv2Y7WPWzUdzpN3TrM6D69it6cJzUBTMlT6UNdu6rrGfRrjqMe+QGSF3SXDPpPJoJUpEC5h9/9y66/G+EvKQHpusD9PcTowBvFIDnIn/dLxVcyVnC4rR7uwUywKhJLn/yrU6SBK2zTcohXuWpg2PniHJ28GgNHn84zCrOTIKWGdzRItwyDP5qjG9ySd3ytHu2y++wECZsVbth5vf77++nU8xML6IfHMDsKb7uUxkRnzbD5n/fTabhBQ/YXE1BoD+OaSpcNa79/kDSv5ojbnt35s5lSGcXek+kFWPxPR6KYSaak59bX5iy9a6Gs00U4//8+2ohzJNqwef88oonlEZCeExZ/70jsgWXKdu6fQwpQI84aRpW/05XCqVOnOHToEF/72tf8s/X1db71rW9x1113AXDXXXexurrKI4884r/5+te/jtaat7zlLf6bBx54gCyrLl7cf//93HjjjczNzb16xLZ2UYvLjb25cCvpsggWMP6o99Hv4QHPKLiVTRsXaXun/f0oOGd51Z+77qxsIC8v2gid9U9q/QjpUu3thjVL/MPt5atKSNWREa1Rg8JaZ70E01H+/MAcmEN63eomaG3fOdwXrg6LA6+X0opvkka8IHNjFYZMaLt8FeYI9uNkgtVP2wqq/C68xVwdZAqhZ1ZFDwMr6/7ehHvp23cKFKJkQZ6uDiekpHtFt8b5kaF0ya3GytOhqLZ56qk1RQcrwoB2KgtuPzuFWUOwCqNh61G58XWYiI7BqjTS2hU+FX9WY6PC3SMV4BaEYXf1iS5dkvMYT6+0svpzB0eDR7x7Z2aCMQCGOXJ2qXRJplHEWHf3sE5/1ylzruYxB4suYQzR/DTi8os3jdeRrvOmcrcPn11OedVKYXNzk0cffZRHH30UsIfLjz76KC+99BIiwv/yv/wv/J//5//JF7/4Rb73ve/xT//pP+XIkSN87GMfA+Dmm2/mAx/4AD/zMz/DX//1X/PNb36Tz372s3zyk5/kyJEjAPzUT/0U3W6XT3/60zzxxBP83u/9Hp/73Of4uZ/7uVeLLoDNk/DMK0HqzObg24d7a4a9PQBaqosOzuqVlT+nxjGnjsBYv3EA7eHa2nQCgZa+GNAH5tB3XG9zGjQxazBe84At+twWHbhRBvv7KteVsHDKRVPGH6omthTlBaJB4QWg7qjmoX3goeIPmCNEmjhaOlQJz6MDcQjOUtodC3xbgMtB7bZl2hRzdZBK5WAgREZGeH5jeh3MdUcB8auqyPHA1dFS/AU8Z/EXlS9/4yzHlVKxRh5LId2cTIrlcvSb35JS2Ci/w6zCs9FkoGC84g7qoKSTex/AODqFHn/RudYIY8z2r/re0d7lAokW+XUamfiPyKljBH8IwRgsLiPPvFyGHqcdKDJiQlxa+lIHvVw5E/JQvV1CHrvM+vhbbB89/PDDvOtd7/J/O0H90z/90/zO7/wO/+v/+r+ytbXFZz7zGVZXV3n729/OV77yFfr96s795z//eT772c/ynve8B6UUn/jEJ/iN3/gN/35mZoavfvWr/OzP/ix33nkn+/bt4xd/8Rf/Vu6oAObUYczhBUy/U03GUMA3lXZLJZf+ZBRc1JYrbrA6CWZ2EnnpHBw/ACqJGopcY6Wlgvpz/62CqXHvJRP3w1T9cRO2jEEUXvjyIE4G+MNrvBeMEzoq1zaiqQcyPnSHF0yl8vAhrF2IizbBVAoF737oQkKUrqj129oRvaK/Te35iNkmtW/blKT7WwcWeOShVrkh+1vOoYVcWwH4+wriFKwZLZRC46DkibpfenP7rhJ2ER0lVDQ1fPwqqwqdjQF57gyysoG+5RqYnmiQUUKcaqHZGy7LNYOj3l3vYiot37u+ubsNUuuEAVY2bBa+ybGgTuPPB40qXTileV7XbE8adAIwh/dhJsZgaqKqP+hT1Pe2NmoNjbL9bN0jXkTftH/kDAf7x+VJsFetFO6++272SussIvzrf/2v+df/+l+P/GZ+fp7f/d3f3bOd22+/nQcffPDVotdaipkuxfUpnVfEx+cX8Kf6sqlINmIpUIyDnjekZyqCui2M/LBB1hXpZkwHPS4Uhw3pOakGo5zk+QGDWpNq76/8ofsga2dRLyyhe130kX3+gC/fZ1DrQrJbhWoAQEE+C8nQ4VZN8nw/JCtSHjaXL8tiAg8n138SsXWtE8A0i4/NZKxCKHpCulmUfCY+raXTYSYpVwl+BWEzn3U2C7s66KhWv3erqExJb+t9k+yYaBvEKBfYTlWONTgBbSjGHAzespXCoLvlzeb6BBcoxhTJTnChpbys52JfJXmAp1AGt7MwVV4F21/dsz9VJjFMIhTjQrLbnMRFT5rbJJTtdAWV4c8B3OGwScFoe2YVnikYKT3RBoFRUY677opV3qapREyQjjPET3cFOb6fZGdgz6qol3L1VW5pWXqKzf6X24acYG29UImlne6VuQ5MkI/E2ExuKo2a8/Xprr3B7SoVDObao+gUGGbxVoi4/lDSpjZ/E9uHWHVbAhZdiXMqJArRGrO5ZY26GogRG5CvsX1T8gEuLldEA/suuonuYEp+bFMQ7kxvFAzYvu4lt8NyxXgfjSy7Q/TkLtOvO4/Oh7A7RHbtT5NljN92ERa27TOXj1Vr9Owu0284j8kzGy1yd2Bh8oyZ159D5rdtXUO3JWXgwA7zbzyLyTMYOLghuhgy++azmPkd6465m3krVx0YMP5xKA7PY6bH7ftBhtZDZt92Bj27a9vZqfBLOprODWswtPXLTgkjGfPvfJlicuD7yHDo28rGNCbLyu+HyG5GIUOmf+wMRb/s4yCzcHnlPSO7Q2R7iGwNSNZ3YGfA2lENg12StR3Uxg5kGWZ1vaJhnpd9GaI2BxSSsXbngJ1ZyLqGwuRonWOKjCKU0togO7ZPhWRMvvss2ZztnxlWNDWntkjfsII/Otc2qmehcsbefZ5sKitpPfT9za/fxtyxXvUNYJBRJDnF21fJe7ltO4S5YZv8li3IqjEjL8i7JUyn3FYZ2vZMlmFu2UTfvGnp6QStgayfwTtWKRLLH/afbae4bZP8WjvWIX9k0wXqx5YpVOZxc7Qo7tggO75rBfVuhpSrQj1VkLxjmULldvwHmcex88Yl9LFtTIlvxb8gL5yxZ1uOd8r+jN11AX0j6BtPwMS4vxPiS1FY3LYHyM4QrTJm3n2GvORD2S7puTukOL6NGss9HX3/kyEH3/8ixWQ1PxlkkGWkt6wzdeNKSUdjx3SQUXQy5u95mWKs4gvHu73b1xh//XKlgLIcBhl538LkvYr2jp7921bov3YFAp5ikFGMD9n33tMUacVTrG0hT71I9+VnMUfXbf2OjsMMPTFg/t0vU6jMt8FgiBlmjL1uCXXteuma7cLKaoqJIVPvPEdB5unvYNI7VjEntu2zoK18MqP7tiW0yeJxG2bIa9fRh3fLeR3D7VXEXK76+O+srK+vMzMzw4+lHydVHXsrs4UmJi21rMYmwS6X8KaTWJiWIIOmU2r5MvGKS+5tOjZezyVhwPqhG2sZmK5qwkgJk1cw6CrOju4ppJBLw4AXFnal0HRlNR2D5BK73wZtmTTI6FVaIToJYutImd7T0Q9sGs9a2HHTAfIWa6cI4geJVGcMAtLVmEw1XINJsVd4dzTufgBKlTDGutm2wYiBIdWYpeV2XdfYmDx1GJcCIwvoqMTmrO4aGEpz3e8iqmXixxmwmeA6I2C6BrSAC6Tr2uoopGcwA3VpmJL+RoGMSyuM6ml0IZC7lV/Fv2BXePXETEnXwpi8eh71y9E+gFE9jR62jZtBBgUYieEE0n5BPkiabuAdgyoKdLky9vy4B4zqWu8ms13rl4K0l5MP0hEwYHZMYNUnI2EkL5DEYLoJJuSpREEidHo52W7aGIOkV2C0oDNV0VGsHEi7OXkrjEZrKd3HA5nTVaQ9Tb6btI61cTBAYTL+LP8D1tbWmJ6eZlS54pXC3XyUVC4vN+nVcrVcLVfLlVpyk/Fn/NEllcKVv310tVwtV8vVcrVcdrmqFK6Wq+VquVquFl+uKoWr5Wq5Wq6Wq8WXKz7zmj51iOxAj8kb19n69gwqONA1Cvqv32T3fB85ndhAZ1s7mLEexR1zTF2/wca3Zy2MO5dLYOL1a+x+p0APpyErUGcugkDxhnkmbhqy9e2ZKg2k2Dy6vTdssPPiBMmiTa4hZy5ab4lrO/Tf0mfr4enIrUynMPHGNTafnSK5YA8MZWkVWdtCdQ3qnmkGT09HETp1B6bevMrGD6ZRF4ODxJcXkaxgeHyapDdVHfSKdc87cdc5Tn9nGl4Ykp2cR+WQnltHXVyzOQuOHggumNkLQ7sLCWMXMtRAe195YwwsXrSX3PbPYkofbsQGaeu/bpPdxydJXEQA5y65vIpa2bKPxnuYw/sAC5PeukP+xJh15XW3eEXIr7EHdJ1vLiGDDDM9jtk/RzEOcuMA82SPZNfRxoAS8usKGAidJ3aQC6v28tOJg+TTCXLDEPl+t3RvrOiTXVfAjqJz2iCnF5G8wMxPk52YglMZ6slu5XZYknxwvUatKTrndAWTJmS3HsScKmzCljzgD4H8hgJWFZ3zAnlux0wbhjfMo2/s0vlhGdPKDauDWU7oXLDPZXEF2dhGz6fot80hP+zG8b4U6BtyzPmEdKX0Xx0MUa9cACB7wzxqfazkqRI3BcX1OXIu9VnzwCBnl5Adm1bMzExg9s1WvNsFdfMuxTP9cqwrJwJ9MKPzNxcwOwazMIMpL1fqPqQ37ZA9NWbHLQDT1+QkZ9eQJ3cxnRRzbD+IohgDdcMA84OeTZAUHJDra3LYKUj+agnRBn1w3sasGoPkugH6Bz07r4N7OfpUjtkW0ocvIsMc0+9ijuyjmBTUiSH8sFuNgcFeELw2Q68lJKczKwcAfXQ/xb4u6tgQnq6NgYA5lWNWE5IlvBwwk2Pk18/DoRz1bFrJgrKd4lQOKynJCrC5gzq/bN3WbzkAR23Wx1B+GIHiZAErCWk5bma4Cy9xyXLFKwVz7CBm3xgb+xeQ411M4ANslLB1MEMnKR0FsrkDWzvQ71IcPcL6wSEc76HDQHIKdnrjqMXn4XAPM9+HsxcBId+/n40DHeREz96HCNs5NA95B9XHCuqlNdgdkvcn2Th4FDnRLcMol/chEmHz0Bx6t4tyd3AGQ2RtCy0Ju7PHUCfG48QZCazNz2OOdJEJ5z6pkXPLkBUwOYE5fBDjbyQJOoXFQ1Pk140jcxqVpja89WYBF9cgSTBH9kMntcI+sZeT1EyKJJm9glBefDN5jiwtI7rALEyjj+yvaNCDnVO7mPU+KrjfYQAZDqFUCoz10CcPWh/0SUHfsYXenkC2y7sLZSiE4pYCtKHz7XXrUjg5jjl+kGJGSF6/jdket4JHib/DUdyaw44iPbeCXFi1HlKH96EP9JDX78DOGLJT3YdAQN+ewXqC0Ro5uwR5gZmdpLj+EHL7Luz0kUF1EcoA+rYCfTEhTQvk/LJ1vewkFNcewLyuQG13MVnouy8Ur8/gXEoyhnXvPHMRdEFxdBrzlkn0sFf68JeXAkUwb9lFv9Qlfa700d/ahY1tZDolfccM2WDGeoh5o0FI3rnJ8KlxzIulAN3YhlcughjUHZMUr+z3ITLARi/t3LPO7mNTqJcq/pTVDXBKYWocc+KgvyRVjEP37atkegblBJK7Lf6abeTJC5gdMHNTmOMH7NhMCRM/tsSgWEDWqS7lCcibdkm/u0Px5C50EsyJg6AUxazQf9cK28UcEvKUQHLXNnolg28tAwazfwZzYJ5iAabfdYHVYj+yFc/Rzjs3yJcS+O4qDHPody1PHYGpty+xXuwn2Q1gEmH8nhW2Xx7HZFkpB8AcnEffMs7M2y6y+l8PRDA6Ecbfv8LW85OYJ1Jked26kU700XfsZ+bNK6x/cV90J0KnwviHltl6agrzg9Te1j6/bOfvbfPMvH27FWbswytsf38K88PSW2tz86pSAKzb2pqB75RhJkNvO21QT6RBAKyKqOkSsNQtL94IRly8GNCnp9A3XA/jfTupHMwFYNCN6nHtpN9t94BSy4L5bpU3wl2oUYWB73Sr/b2dgZ2IgMkheT6xUSjDdgpIvtvxPp9hXmeAdMegldjVzQ9ewhxaIJmbYvehCVJjrJW8m9nVQc3b1YiAc0M1hv5SBkrQPRXcmCyqQIGGIAaRvYDHN3sVbdyEN2VfIzj7Lt00mK9NVAHkvNuqC1RX9120uZPN18ZQLlYSeOHbeTRtufFsg6Txtb5tvBTSTih1Hk5bLxh3lwzmz3peSYkynr36f62icNWuX92LBvNAtzKcTTlGhaH7V6l/FjbYO2/QX+/i8yKXl/rQhvTBXoyvK8sJ+VemUC7/RFmfyg36qxNVDmI3Du7n3/RIZsoxK5Wpyg3FH095mPbMXqVSKmmRbsHwy7Ok2t3WrnIlyBMdiu0UIfONu6CVW1+Yt4H3nCVe/jTf7pM9O4ZivUJZbGrP3S/OkZTtSGF8/ofioQnYriKrurAZnQuw8V/22XZc18XiPnxgyroCh/0TSM8LG3+4n6SIOy6FYeurcyVfxj7lySvC2h8eIKnFX1KFYftP51AaQv9WAySnFRtn96HyimfduG3/8Xyk4F1JX1BsXFho4KZyw+6X50jq+ecvo1z5SgHi28DR89pkqtPOyboWr10zPYGLvT+6YaKGq0QvVVtC3Gz0TYjKxjbsBHsbgfAME8dT/h4F+/OVlP7xLm5O+Vjl9p6ASQV0Fec/ce2UQsgJON2pfNlN6fu9F99Jy0Svbl0KUXA7iWlWhZ6ILfh6MLeKDhWBLH1cqAfxz8MSJSTxbQdK1bUbnr6FLFMTyPZ2qTQUskezCG4fOzCpjXeEovjVRKgUEaptCTEt9BefMa26bRxb4A2IIN2zi77qcHbt1hO4+OeqEsru1rvtV6UUjUvYE9JPqmfi+taGXwATDFEV9E4qA8Q21h4A0fWz9gQIcptL/M7yf7MeIzWDJqhOQtxqpU24i+tCS9A7ezu+ZQzcuyL+27czNL4vryb20Y/cQXM9j+uo7GOj4StYuIQOrtUXhRZwg3UZbWFsgDsOzMZ1+/ori4tAeJrom/KdAdKU4pZrYGYStVsgmQ2xbKCRVMjvNGmDSZVVCKXSqGdNa41CKi7RCtVlNiHgvBoFGkJDouc+Iqgh5l5TfeTG1SucMJppHUepspGFCrkZ0yiEqfrrQpK4f2G0WR8xtYSpguZVlXgh7eofwRAj4yI58gSZ/ZxQxIWfoLTWRwXFq9UXxmKqxzFqLYZgVRjW4/gw7HetOR1/H/YpXFHtWfaaZzGatfnQ+KXBf3sZhlHstHod7teGsRLUe6l+Bd+GmejqvBjyug8jEvCKCXjwcsqPhFKIg37FIzE6UXn7870YNLSC9o7KGMC01CH1wS8tvfBm8V4wFVwcQVMK41cFqqiibToBbxJVRcAM6KJTsfGKapE3qw/A3QSP+ustxXjl4rd1VMC5dYK00csJjrLu+ieu7z66aVlRFG+nheProa9NzapuCO6wOIFYF7quD2EeaVPxRcOoCAVinXVCem/tRNF+8f2NelRanhXdR8XMiQlBM6BdTciHuDcrpNr+MgRjHljGjUELYBsKu2ZI1Ppchfim9Zt6kfpzqX4xo+i/V7L7UYo1bMLzVdvL0XDtlbXUVfJfGBI93noIxv8yldCPhFIo+kJ2lEqbBlsf2SFs2sA6zJjYNIA1IWUEskNQtKQNLMaF7IizLKsajbLtF+Nt7UB2sKlEjBKywzZdZoQAQALFftNgNJMI+UlNMS7NPe0Sd8m03YvXBpRQ9FMGcx0vSFWm7Tet+Z3LSZhYGrhsYGFGN1+Um7jO8oZsHz4bmNsDbg1NHWzZ5DOlFRyESEYsLfVYcwxMIjYFIaFQtHUWY0LRa4FRkM2EMNUMyidsOsZIWBh7YJiV7VD231nr+aRtp26Z68S+C5+5evNJVaXpDCPUJlQZv/IC9YPTNqIulkddilmvvBzMmFSZ6nw/hXxcgsi0lWY1QNEpD8ud8ncHxz3xKSLrK133e5zaUnwqTqccnDGhewFvEsJYGjiYkEhFT6o0oUCofPKxoA/BJxaGRjGJkI/F6XIdn+iORNnqfN+UlSH18NfueQOm7I/jtTDMOdgAh6bFvgthbBuVvNAdfFDKKCissgELozEr553uVO3YVdLlaaErXikYgeKAZubui2VkTRNNnsm3rSDXDKtJUhZ9SDN193KcbhEwqTD19mXM8ayhefXRgul3LjeYUacw+86LmCN5Q/6pQxlT71jGJM5KtT91F+bfdRFz2G8ce5gk1Uzcvl6Fpi5hii4cuHsRfUD78M6Rm2tP+VUHiaBThe4I2wcTK1xyXSYNqcJeRysfJwN7MPveRYrZQKgbqr3nEq4SyFYYTty7TD7rmNp4S7A+qdzKJZ8Wpj52gWxWahNB6N61QefNmw2Fks/C3MfPeyHviwjJO7bgdYO4LbE5izv3rVml7YWyxSv9sU30a4cRLcBGvZ342JIV8kXhHQ6MErrvXsfcMrTxkXoVM2RHDL37VsjHgthO2iqYifcvwY3DasvGwZzQTH7solUYaYK+4RjmxEGb9/uDqxQ35Lj9er8KWcjpf2ilUmaerjDx4WXy66oQ5k7siEBy57bN6+x4xxiKrtD76Ar5cR2tQGMiEin3fApmfuI82RyRwhBt4I4B6XheAZZ1ZnPCxCcukM/ghZprq/v2DcZfu161V5Ivn4e5nzwfGAG2DQN03rmBevNuYF3bX/L9hv3/6AyFU87uvRLG37dCcmflOOI+KI4aDv6jMz4XtGvLJMLchy6gXttMFVoc1xz4yTOVUVfSSCfC/H2LcMuwCXNSM/OxCxTdQJlgDanp+y6ib8jKvgQwpzQTH1sqjYNQtgm9D62SX6+rM7vLjGh0xR80SwHpK4qNP4jdyTDVqb7bGw5nffqiYuvcAkngbgj2wGfrSwvlfYeYyMnzCZvr06gsPKswJEPD+hf2k7TAmJe6bH1poealYEh2YfUPDng3s3DlUQwVgz+fQTqBhSY2HPDif45TAIb9SgYa3Uv8xJFCI4Uw+7QVlJJXW0kS1IvbUiqts2QL1n//AJ2dICZ/KeAbRn+pTNINw87ncjqdTcz0pN+iEG2QLHSwxp+bpuuw8cX9dNYCwVKG4R789RRoXc8BT7pqWP7SQdKtCl+DbSf/qwkoANmo6KMN6QoMvjpLd7sKg20JLWTfnLS+6SaOppheEDa/skBnB+trfn4Z/brXIN2UwV9Mo3axAfuC4G2d88LgKzOku1WaTMQeVm5+Y45ku8Q5XBSeVazfP09nWDo1TNllgxSG3QdmUFvVAHg30tWUwQOzpLUAkFIYNh6cI1mzg2m3CiuhlT81RiImOjxXOWw/NEtyUYi2CGvWfLiNkmzC6p8c8P7x0WHzk13yXed9VMGk67Bx/wKpl/0WR9GGwXcmyZ+ZImXbNy1AsgbL/20/SenN7PM2CAwenUQ2BhF/GBGSFVj8xiHS7VJ4OvIZw8Z3ZpEtTeULWGJyUXH+zw+inD1RKmGVG1b+eh42FUnofSQgFxMWv3mgDHle5ZMQbVh+eAHWlE+B68EWFat/PV96DIXjBmvfmYNlVdIzhll/ZJa0DqNh+9FpZFlV24GXuVK44pUCyk6GJMhK6RJziLEp69r29lxqPIgFMlTP6/uPUphA8VRMF8HU0SsMjHo3sOwf75FTKjQw3epv9zPd1hWja3ximwph0OVFNNEGNcit10kimI6y2wQSC/co+1tp5adbVd+9wG5sKQRbGkVB5/Q6Zp/YS2178ac2SBngs7NctV1lEbNKpn5obJSAhu4F4yeu3+PW1u0xoldZ1KCg9/11WJjGJFXeZ9GGzqohPCz2MENN90K5Uju6HzM3BV0b3bKzHPCHCWFAXaS0dAOhpG0//XZb0E4yAHU+oGeQ2rFzEUyJrF1dGN9O53z5kbfULb93zo1OEZsuadhZhP2zmDGb71wKQ/clYknUYNcgw5ux51XqnIWprFrLlMkmPqpr2FGVG7pniRSPG7p0BSRYKLjVp8oM6mXxuIVzpHMRCIx+0cby1RDUi9UKuxpr6JzFGg21/iU7Bp5XwccVDsnppvs2BpItA88lvjID3l02eaG5QWOwxhbPN135xBjS59s3dZJ1SJ5Tng9cn0QbOs9XDNh62D2iXPHbR0BkfYWZkJqi+PIJF9XtwduW1cGfo6o37e+rQ8JLLPvc9o1z39T4c4For9dZ8+7wt7ACT/cSdDepDpnr0bUDPKzwqTyKqoPYGkEN1W1rDaIS9K2n/G3lkWkkJRb+zrPC/u08etpp6bY8Ii+iQDC3H/YJcmEV9eQLyPKG3/uNhFnww/8eWNimk9psZFCdf9QUgv898BLynlHGGSpSrcpCOPd35MlFzF8SIxkerosxUONtS5caX2U5cm4JWdts57lAwdSfN/JEB2Mw8rDb9bulr5d09ybmjchLrdXKCx472W5q7+vf1eGDdt2z6rD+EtjWvRwl7rv/bQ950SoFWmRGvZ2RfRpRrvyVQm0+hEtZCYjlDnVaaWecoDLx9kL9e+cqKW0vaU6KEr3oENU9l5a/g0Yj6z1oX9zqANBdG9c94sdc2wNeV0+ZR7kxOet4BltobakHW+kW0sEASZVqNByHNrDG3ZLLYOo2mtm24p8NuP2z9nbz/HSMm+Czx9WzZPlJrWgcKEt5iN/slKOfw62y2H16zPJxVV/FU9F9gZKoxvWrxVoNVxf+7MB7FklD8JuxHvp1N0DHXtiL7kVEyqelrfDPYByilKEN2FEDUv6oX8oLi8R86FyAxZ0ZtuAUwra2eZmCM2731cO0PfO/7YHbXuh5PDTe8Ahlld0yvjxkr/yVQjkxnPeEK04QO8vLWibBIAUWq7eE3EQLrb2wUkV1QFsro5Kye6HQJoiT0L9fImtDoErgru0/NbSeRSYt011CdMnL3VAVQ3nXQKFLpXApayIUlFF/2qwth3/NOnL9qT5wMLWxiRoyUR8aK5KRCNv/wvOO1pWCKe9fHJyLrblQ7410Sa3jFhijgs2q5TKbhasVXXlFhXi1ug0GB/whbtU+MRWpAnOz8kgK3wd1BYLaN2kM0kkJXZk9fsE/U1/NEPNGzMvBu5o3VLh6D+sMt6JaDZRgler77WjiSo2fvZIaxQeeLjGOkccR9RVJSz/3fNKsM2q+vgBrUcSj6yw/qq8gI4DL03pXvFIwWE+R7gfXSpc/+9xNyPTdGxTX181AyI9q+h9c9Z4AruhUSN+7QXGN29wNYE5q+veuevc5t0esU6H/gVXyk7q5JDya07lno6G0dEeY+OASxTFDfZkvHUP2+sy7m0lhUFmB6Sg2j/fJJxJ0GarChqwo8SmFcqgIijGY+MgS+f5YecRIxkIxHxc6H1wjmxNvMbetXJzANCLkkwret0U+5WgTbIXU1quOEvm4IO/csR4+ErwTyG8qyG8sIhgxUEyAesd25ClSdgL92swGkau9yqcF8/Yd630UuvUB+rVD8mt0Q8jkM6DvGlSukoHy0Xdm5CeMpXsn9QhmC4Jcv4Y89YK/nW6Fu1DcOSQ72lyJZfugeNOw8tBygjkRzBsGFAcqPvP0n9Zw58DeUCd4p0C/bkg+X9UTKrLimI6t83Js9O0Z+Zx4fBu3yR2Fy4qKMUHeZulZb7+4rkD141zQYgzFGMhdOxa2PFdwl7GKG3M4ltdg7LjJW3atm2ukHIXippziZPM2ZTEBcueg4ZpsRNA3ZRTHdUOZ5DMCr7f09NuTDr+bM4qDza2xYhbkdjtu4SU+o0Buzij2NwmYz9n4XNrlNne4KduffL4p1vM5yG/KvST380pBfmNBPlfVcbneR1e8UhBAthW7z48jZSrI6oKSYfhyH1ZDZ94SblOx89J44xq7aBieHoONFk+AdQsTHgbaQx/YOT0Om6rBPGYrYfDKWHOrqIDt0xOwKZW16A5ttWAWbRyf+tlBZ7Owdw2chR1ennLbGqoS5JLD1gsTyHZ11tCwZAKLxd4vgMHZvk8hOupyTGX9GSQ3FEudMjJlIPgM8YGxobSkrWCQ1EST3fclMRDkdvZWnNi0inb5HAgvEUhoDckhlO2U1qa/jazEprz0fv0BmqnYdIehkHZbjD1t0266cwJXEpCuS1kar0rVhIauie4HANA1JFOBG5Gpxi6dy6Dv9ggqxak6mt6+QXDmU+KooHtoAOMt+/sCai6PLrQ5ZdM/sV22U7XfVuwZkG2nMzu0qWFDqxVQ4xpRNYPKWNr09g0aBgIiJLM56WQzl67pwNih7eYlPAydhSFqNoBxPNQzTBzfrO4JVMsk+od3Sebq7RgY00yeqmB8fxSMn9xCzedNY29KM3X9uj9crsKlCFPXbaAWmoYoM5rJ6zfiy5ZYek7csIHMt8DMaSZesxlsQVcXUsdv3oB5S+vRl3Sb5co/U6D0VHk8pfJsKC0yDclTAQnC+bsG8ljz9otoQ/L9CiYkdboE5nudFqFqUN/rVE4nAVCyIsgTaa0m65VkHusHAeaCiVxA7yWgo+02kCnPD4DOVpUn2e5Bh/VKdX5QmtzJ0MDf9EiD75yLXoWMU0qW6ZIB8HDXz47QLTWiVbCHnuwYzMOd6LasE9qR4g3qSLcM+hs2IF5YnxEh/V7aavkkG1D8t0mSwBK2QJA82inpH7YnJBvAn42R1OszBvVIr1QSsdts56KBb1iY8CAcwPxV36Z2DulhoLNo0CtzyM2z0ZmDKgzmwT4d7ayIgAZnBfP1cVTglePCdeRfm8RyjvErJQC91CG7f7oKiOfayQzZV6fLQHXEityAPN5FZk2DP4ZfnrW0Kce4uT8eKGtjAxkO/3iGxO/ZVJ/I4x2KndIl1b1W1jNs50uzfqw9oAHz133yZ/so1qr6jPXy2vqvC1FwOzsOUPzlOLI9iKqy4wabf7RAWsZmCre8Bn8+3QyIh5Ceg40v7CMJ2yk0YhTbX50r+WkYgpCeVqyd3R+dRYkxSA5rf7xQ0l5HbSUvKbZenm8Nbrf9x/N2PImVcvJCws6FufiOEHasbUA8M3J+jipX/ErBL92C8AzeevHLuuZquDoMrOqxv9C6dI6+qX0QXnWvWwExvHsRhJIo24tWJKYU+C7mjltuBkJY5ZVlUqdFZKFFCOzdrwj3YElcIbZHv2qM6Za4rRwY9D1UBH51o03DOhQPgLf4McQC27Ufeo8EQqG66W7r8haeqy9ozKjyBKoUkm5S+i6WzdUVg2jbP2eFVyE1CFaEQVPa1Kvw33uc/Uqq+koKoue+ny6qq2sjHD7P26Z0WqiMCwloeUnpIvEvDUs+6F8ci6zW96CfzQlqn3m6S/xuJAw0nEX86/Bg3eNXvfPbpFmOevw55OJqcJu/OXn8jf1at1UReGrVDq2V70+IRAnjZUEAE54T1ooLgX65h+GuXPErBTexDU3iROEo6kwkexBTAut4RJuufvu3iZ5HONT/DpkhFAgBfoYyXERwICeZxkdBFRfJFAjDSwfWc8SswUWqSljUJmsL/m5/tf1QK+5lPfRHKGQbnkZumyugsws8J9opp1h6RuMbvIr2x0vrN1SKYvC7Oe6CURUBthKG4pLihP0P8Q/ppoMLYCFOwWGq7wfup0O6eQEwbMwLNI9Km0CQKGR221aR/7UmtPzdDv/AeHo0xjuCjA0Qi9dovnd4tHoX1RTWKE+0ENfQ8PJ/72GkxPxfwtQPwoN6IhilMJNjmH79mlsT1m/hObzD+lfWYbN+g9pjVeEaacomjg1ICfEmUOiXt1S44pWCK7Ggjq1A+wENq65hRVExotfae7ZZ25/3dQYCt3xcMbPxISp8HHqnECJXSVUqBWMv3CirJHQqXnhGW06uvWAJ6m8Vm3g7wbTcxxndx/CP+Pcw3HNo8bs+VYeasVVUvwXnfPIjodwmS9wE8NZz5UIchlpojeaqQsVYRTg1DvdwhWHC/sR9D+uIcDTELCWlECqZyCmsRiyocPVSCojY1TZwnog6VBPwIc0CetT95yMLW2rv/ffNyHVuXOuGlsMhel6fE1QKRRqEojlevk81wyCY23uVuousF96BsdAK40qiMNcdrX8R41fWX1/h+/cli9aVstS/be1A8Hvtu7a7Tu67kfekauWKVwpyfgXSHiaRYAlWTbwqaJexGZDARqE8vwRhDPsSQNwEdjDbA2+myvI6ZncQWcHO7jMJVtgbLPCwPNDaHcLisk26Yapoh3b5bvccrYtpArvlHqk2qMUVTCf1/dGpQveEvC8kA7t3KYWxwe+KcmNzc8dmYSu746wJrYKY7M4yd8mDCm2zhyX2dKOyPJyCCTgty6uD7bUtRNmD9ciidhDBcwmSoTDMkPNLEfW8wiqs55CIKgW2sW2Wdbi+qdoY23pKi9eArJf5QI2xKSw7CVV8mGq0o3sDAR1laxvKtgSrxL0A9YKvZBLnklpoZHHZ4k7NCDBO9pYP89y6swKsbyJO0DnFIfitKeUUueDTY5Llti2He7QtRkUjKLOnlTgsb2AGWWR1O4EpAV0wQb9K2quzS9X7SOJWfObHsFy9ysa2zSBWoTjCCjbIVhmSIC+QxWWMUuHF8KDtoAyzSuiubtr5NMLc8U91MF88L8aKM14xlu92diveWV7zWekayx6oeHM3q3hmZ4hyc9PBORauE2d929cjF1ftTfqyjWbvDI7/ze5O421bEWMu00/pv7Oyvr7OzMwMd/NRUmnPena1XC1Xy9Xyo1Jyk/Fn/BFra2tMT0+P/O6KXymYNMFIex6CepFCey1uksuDsda9tXxMomgst0e2VfgtFJLQDzBYzo7CD0DV9nikGZbbVehuONuD6cv0LdBV+GyT7nE6HjUV0EKJxfEyStSvV0N7Kjoi9jLeZZWwb5c9Zn87Onr8YGQ+jGZTIR0VjdvRI9v6/z7/Whwvf6z/tjwS8+PfMx3zcqXw/006vir+LXcRwrbK9vdsWxd2q/kS5YpXCvrO16CTfvVgj2Wq+uFLyNI6ZnoCfcup+KXUYNwW0voW8v3nbVu3nIKpsar+sK1wHxdD8thzyMY2xeFZhrefBAOdrYJkqF3SLPul30cW1PNn7BaJUsh1J2xi8VTZ5DiJ1A76ypJr1PeeQXaH6MP7bNLzenHtBStdeeUC8tJ5TLeDvuP6Ktpn/duApjLI4LFnkLzAnDqMOTgfr57d726LqcRXPXfGblEBZmYSfdPJPSdV5LnxxHPI1i5m/yz6uqMWd3dvw5hSSKqqfcFuGT37ig1Ffcf10ClXkvU7DOUWoRGBokA99gwyyNBHD2CO7a9o4bbZw9/LPqsnX0BWNzG9jg0hoVQr7aKxGGao7z5tJ/m1RzD7Zpt82zIG8uwrdltxYgx967XgvNLq3wbPZGsHefw5MAZz4wnMzGT1rQr6FfGzsf1as+FJzcF5zDWH4/rb+gbWc+e7zyBZjjl+EHNkX7P/9fYAefEccuYiZqyLvv16O6b1NoaZ5dOSxrI7gO89a+l4/VHMwkwLQrWiNeqxZ5GdAWZq3M7pyxDwsrGNPPGcreLma3w02wjH2pkCxqC+/zyyvo1ZmEbfcDx+3wYLyNIa8sPTNiLB7ddDv4usb8EPT2NuOIaZnmzSUMBsbcGjlybBFa8UTK+L6XQb3gmuRIc/zmpRCnrd5kFdvW6R6hwCsXt7vW5w6OasfoknZuDRoYyit6tKj5sUF7fXCnnsd7lBFRpUFYa5mBvHjPcJDyltfwKEDZDqiqnTxCqS+oFcbQJauKot+t3qb1pgyjMGJIizlFpaNASEAXn+jP31msPW6k6TqvlEQb/nD36jA9igaXfwLOWYmbJv/j0g55eRi2voG0/4MxGE6pYxWBx7ndoBONWhu4PJi4iOZqxbehDVPVlqmcscT4nYthJVfVfbuQ29wHxbndSOmaro4McvbN/gaYFSmLGuNR6iNJnVPr/P012eySBguh3brzYF4nGkdKsNrNrEzZcRsYrCOkJLtpPEcHU+dLAlzR0dTb9bjmfVlmQF6skXMHNTmJOHbX8IvPdKOo4s3mAJ5otyvFi2UTtfCXnTDIJ7Ct1O3FbdyAs9Hh0dSxqOXJCH8yjiX9uW6XcxE30YH6u+C8FFIG/mcGgrV7xSiPycpXrW/JCGRRDmj22tu+ZDXrVZjWDdP7x+UCW5hkyXnkNWGjk/fFWYMsheKRwT8bolSp0J3qoNVyUutnzYx8pNtgRz+ipg9uo0uKq7tVyCpg1XQvdNt1O1M6J4QUdNkYcKKLiwIyZG07jJ0+vE4+p4Ifq2noKyJWxHbRVW9dfUnptoTOrFC3SX5L4MYAbEOIQwgYIMhYoJT1olGo7KocKtjnSFtIFWD6y4X/gz6iobWuCo0QAsIeork5KXGpflArg2T62GpVzHsY5DkmCO7MNMjAX831JqAtr3yeNYZ9pKGbTigQvEtxczh23vYWVGyjcYZ0e7vRYsBpgYG+kq79zyL6dc8UrBW0ml94/j2CrgF+0XUMRa6/WbgmCD60lhKi+QAEaXXk4hEzn3UpUbe79AYiCTKvz1dJfcvTDeGqa8oCZhO2mVTSlkAt2R8hblCBYwpSLb2rXL64UZe/mtcQ2+yYHhCsgkgWeWEzptzYWeEy7+ytH9l1yF4SaiquEWWrw1dD1+rp35aczcdNydxqqoCrctVPzglYcziNvi/UgoMJwkdEq3RcAHxgKqbLOhtBu2CW5Lyp0a+VZCAVxX5K7JpElnN1Z1+ScGTKik/PcGd/5lxCCNgHi1VU6Id/iupTT8+EM6XEqK1fpvDs5fsr2w7vZvalqxrHxPWX65vjqNPrXwVB2PgDZ79iuErN2Pqld5qXLF32gGyI9A7yOr6G4t/LNA5551ihvK05eAaNkxTf/DK1XgrPKdC25XXFfEvs1AcY1m4kPLNkhaODACq29M2DmUlKGtK2Yo+orBXGoT3xhQWWGjnRrD0mu7DGeTRlTIpKvpv3W9uvxUtlWMCZM/fpH8QLsv/nC6OmyTc0vIi+fIu5rOfavk8/Xw2U0OchZdMSH0PrJKPmsJMMqKcRNPjKGYEnr3rZa5e4FgFVXPv+tufhcTgvzYts2HHeoFYzC3DiluyUIwxBjyaUHdvYXuO6VvBZhRgnnd0AZXC/smQjYrqHdv2WBs7gKTWIHKGwcU1xXUlUk2L8i7tm0u5kjAGOTNO+TX1gZAID8EyTu2gvy8JY6JIHftkB81jQtU+SGDvHWnCohX4qETIXnrDsWBFuUzU8AbB+UKA8+nOrUB5PJ9ZdMikQTIT+p4LMqxSd68QzHnxpLW1Vb4IJ8Q1Lu2fD7q8I5KcUMcEM+RoZgS0nduNQIZGoHilhyON2Mf5TNC+vYtn/IyvDNiXjtEX1NE9TiY5K3bVZrd4L28dmgD4gV4YWzQOfWmXUu/apgtfe8YUBxuzpV8HnjDoAyIV/G6UYK5bUi+vwFCMQ/m9mF1z8j1JRHMazOK+coI8zD7QN+a+fA11UVP0Ldl5LNUuucyD79ftVJ44IEHuO+++zhy5Agiwhe+8AX/Lssyfv7nf57bbruNiYkJjhw5wj/9p/+UM2fORHUsLy/zqU99iunpaWZnZ/n0pz/N5uZm9M1jjz3GO97xDvr9PsePH+dXfuVXXi2qgB1stQbbT5ZpFYMi2jB4dhyWmh4GsqbY/sEkKicSCKINO89MwnLSXA6vKjafmSpDBAcvjaF3ljIFYDywKjekWwUq1zaQna6sp4kzuc36FFmioHPF7nPj/p6Am3RqaNj43gxqs2nJQZn9zXlwnDyEvvUUioTdH06itveweGp1qSHsPjeO2qnB1K1E130RJIPd02OoobVUvYApaVpvzm37mVyqh1ST22giU9c3rS1M/R4Axg1JzRSXoB1jlZHPdyxShXuu9c1dMmwsFQFTSPN+l6H5LEQ8KTsc0M0+B5Vq3KW1MJx7Mp5Dx9GlQlAlhmQiD+7TVG115oY28J5baoSLl8misd1nEhg/tIPp72VmNpkt6WjfF9+EMUjHIAFCfpwT6EwEkX+D5tR4geq1EC8x9GaGPsBjpbAM6XSOmgyi6Lr6OoaxfYNAMbsPhM78EDVRz2sJjBkbeC+AcYba+MEd1FRLurZxzdiR7XJFXPG6Eegf3UGm4nYMYKY0/WM7PpyM53WBsZNbNvqt+9iV6YKxk1U7Id7j12xamNIA+Hu7vLa1tcUdd9zBP/tn/4yPf/zj0bvt7W2+853v8H/8H/8Hd9xxBysrK/zP//P/zEc+8hEefvhh/92nPvUpzp49y/3330+WZfwP/8P/wGc+8xl+93d/F7B3DN73vvdxzz338Fu/9Vt873vf45/9s3/G7Owsn/nMZ14lxmJTAD6Ztq5H02fKS1kQ7UOm68B66ieqW7pJAeqHiT9ADuVLsiqYpzrUt3REw/hLpUZSYpf07l2uSXe1PVsQ8eEpJDf0l3TsVeS2vApQryTQJ+qT5C7AX7gErn5PBqZaEacJpAlqaFDfLw/tRlj8vqrS4lRDA9+1/QyFdevtWSyzJtvAI91Y8AWKMW6oxHfbwIN90tLy8edDQPL9TrylUwqEdNNgHhgjKQp7Canbwe21yGPd6tJW0Fa6auDPx31+Yn8+o4FHeja4XujLJzZFpH5gPAqi5xXQwz1SQ2MSpheg+IsJlAtI526U5wbz4LgNbqdinkpfEYq/mAgUp/H4Db8xFQSKrfDQyynFg5Oo2pmSGhoGfzrtYVzcJQcu3+/ArON3QIRk17D+pQUb+K9+9hKUcBst2TZk90/Z4HYlzzhY9WRKsZMgpYZ0fJOuGba/Ug+IV9b7SA/9bNdbsI4P0xXY/JP5OFBdWV/xl+PBBbKAnhdh88s1GEAKw/CByTgsTFmSs8LmlxciGMcfm/9trjHfAdKXFdtnbDvhto8qDLtfnSn5MKgPSF5U7L486zMOuoFRmWHnT+aaARuxeeF3z483DDqVG3a+PEca1HW521yvWince++93Hvvva3vZmZmuP/++6Nn/+7f/Tve/OY389JLL3HixAmefPJJvvKVr/Dtb3+bN77xjQD85m/+Jh/84Af5tV/7NY4cOcLnP/95hsMhv/3bv0232+XWW2/l0Ucf5dd//ddftVJovVpflnA/0/6rES00KIN6qngrLUSuWcCSB+cLLnhdjSGNUCbFkSosQCp+ko3CHyrZWt8fbt1/lNrPej2lMGgNKxDIgraDr1GHiJ4hg5dNXIO/hSqAWhCaAmLrv60OTyoD8vwZZHMHfdt1kDRDltfx9L8GZ0g+FLa3QN2LoM9UtA4P7a2w14F3moXzAelq7UYfRX/a78MwHWE//f64Ju5j4OEW9jPclmjlXwnG1221+tAoVAq9jnU0NsHEIq4rShoU9E1MM6uhY7E6b4V/11eZkQAcMeZSmCbtheY4h+05L64ARevcUD6RuK4Qt3qcpWoMYjhrezRlg7i62oy2cuz9lmfk3eT4143J5S0V/t7PFNbW1hARZmdnAXjooYeYnZ31CgHgnnvuQSnFt771Lf/NO9/5Trrdyq3r/e9/Pz/4wQ9YWVlpbWcwGLC+vh7986VNYAEQ7xFG34wSwuL+xfcCHKiUE18NNZJpu6fo7hG4sNV1JocylpFrw9XtZqBLbNIi5MOJVyLitgactdfsQzM/csjotMHVFEBoBVdxdBpN+TMFh1sFX9GicRDqhFxRRR+t19MQ8kIUuZSD85jjByxdL8NAimIYBYrpUh5ZPiGPo0GJmzhEOs2tycYyvsQ9Etr+nROYJhDO4n96xVTLKFYXpH5fO+yHEyQhHk5buXdtmQQbyiTIJCdt76t+RwayE3jeFbidJ/csQT+N1PhkVAW152EE3sY4UzM4wme4cY6cXz1ObXOkobhH8WbN8HCNj2TlNmUR1H/Zh+H8PSuF3d1dfv7nf55//I//sb9Wfe7cOQ4cOBB9l6Yp8/PznDt3zn9z8GB8ycr97b6pl1/+5V9mZmbG/zt+/Hj8QWjhtFkZLUT1v4pETCA1gjtwyTVqt0Aym3zFpIHbaLktobKibLeynOo++Q5Xtxe5t+dD/UGFf+NdwCB7WVINAng60GDWy/GIiCYctcnbRndnlangGRXuYT0hXOVFBmZyHDM/05jETeRMZG2Fk7fVVTLqF42xivhMiO9HlMKngUpo2I2wxKs6Krz25N+QfmUjDcOhJuii1YY4q7ZqoxK2Ncs4+CNyASc2QETXcC7XjyboV7WPXinZVjq0Pb6E3NtrT330IXq751F9q7R1Ve6Vg7jP9uSnCs86fWv1jipeQVEp+MtbHETl700pZFnGT/7kT2KM4f/+v//vv69mfPmFX/gF1tbW/L/Tp0/bFwaKcSE7pTEJ/rDOebhkJw35TFlJQMBiEvJT2m8hgB0snQjD45BPVhZcVQz5RGJvGnaVdyOVQlOUSXB8yOTSKiomIT9RthNechPIrtHW86ZWJIH8iG5YIjoVshs0ut/OyLobrxCMsh4p2bW6kZ5w1MoKKWFOGuv+GgrONguLcrKnQnbMwcT1RxZiKTzB0ijbh08raTthf+RTQjFBFTjO1ZXatJdu+80rZWPTN+YhPbVGNrbRDsYd1gX4ZfPi00qGtNFdIZ93ws7450bKtIrjZbu6OhzUHchnq467FScC+Sw2rWSt6C5kswFfUE32bFYqL5qQnik+7aklVuGVXj4l1RjEXfJePK4NKXPAZFNSeT+FAOGfAV/pVMjmJUox63AuxgXCxZOUK4zEeoFV90Eqaz+fEO9NFr7SJUw9X4MRO851eoq2MPlUlc8irLAYb8K4dvLJ9oPafFwwaVPh6FTs3A0MIMHyYz5uxyAMpe7aKfrtRlbRd2MQN2QS+y7auSiNMN0LxqChkUaXvxel4BTCiy++yP333x8FXzp06BCLi4vR93mes7y8zKFDh/w358+fj75xf7tv6qXX6zE9PR39Aywjzhsm3rTmJ4OzCkwijN+xDkfKQ+CAZnq/ZuZNy2iXQssJbAWdO7bQh5pBRIp+wu5CBzDVPQPsiqHoCu4SWhjjRO3PmH7Tqh1wA85vXndg+s0r6H22nci7JNV0T+76wXcDrjsw/YYV9HSLBQ7kYxUTun3jYgym3rKKnmolq6chVNZQMQEz71yimKpZI3VPQ299QzEFs+++SFHe/ncePkZJIw+2/QDyKZj88BL5dDA0ytbXefMWyRt24rhRWCE+9eGL5BMlWg5QCZ27NpHbq4isog3y7CsU0xkzH1m0eaRLheySF83cdp70hs14W0Gsq+jshxcp+vFzBBbetUh6847lmeDmrz5ZsPChxTJXuHiaFl1h/oOLmGsz+zzokr4uZ/5D5ym6UtKsHLeeMHvfIsXJIl6pAJ39Aybft2SV6doW6rvPwM4u+Zgw+7FFimO6IR9EQG7btXdwglVPMaHY94lzFIeabqSjSjELBz7xCsUM1dZXyQe9N23SG3fnLJXrdL5gOPwPXyafJF65KWHq7hUmbl1vtnPAcPQnT1OUrq9+jiiYfe9FOm/YauBcHNEc+UenI0UvxgrkuXsvkNy+0+ibPlFw8CfOREoTrODfd9955JZhgyD6mpz9Hz8bjTVYhT3/kUXMDRnhNpsBzGsyFj5+ruEWXHSEyY8uUVxTNBSGfk3O1H0Xy/soVUoA3REmP3aR4mRRJRi7PJ3wd395zSmEp59+mm984xssLCxE7++66y5WV1d55JFHuPPOOwH4+te/jtaat7zlLf6b/+1/+9/IsoxOGZfm/vvv58Ybb2Rubu5V4WMEOmdg5wvzqCymisoNg6/Mkuhy0RUsWdMXFOtn96PCm+HGZjPSfzpJR4PkOjqYTIaG8cXM+4f7XMOFob9bWOu1U9PDL3XY+K8LZV7lyuJQQ8PmF/aRljiHzFAMFcVfj0OvmrxirMvp1h/sI61785Slu67RC64++6yzYdj+Lwt0hrEFK61nERaus2bY+H/20xkYL0RtpcHHkVEjpCuG9d87QDok2HKy8GrQXHobgXQDNv9wH+lmJeDdVlv+zQnQmiS0kEVIl2HjD/fRWQ/2SgCMIXtwsrzYZ92fjRLMqcMk6x3W/vAA6ZaJVhayk7HzuSXM9C6cOBJNqvSMsPpHB0h3qrbFGGRzl9VfXcdcM23zSGeVH7R6MWFp+SBpZvFyB6vJ0LD85QMk2+WqI5C/6rmU5T9eIM1iD5dkYFj98gGSrWow3VBkF3tkX5snyY0N4TE7iel1SDJY+ZP9JOt2IEOPMWPAfL+H6sXPk23NxT85SLISLFWgJmBMdQBuIF2FxT84Yr26oPIc0zB4ZBK93UVwCb7LdpaFs39w1KbODReO2rDx4CzJD7dI2Y5hLgivfOEY6VY8R6QwrP75ArI2IIyPbASSRcUr//UY6Q6Ng/rlP9+HbBnimMoGOZtw7iuHSMPsnmIviV78xgFkS0jIIih5OWXxv9mxdge9YmxI++Vv7Ec2hDAdpwC8mHJx9QBJi5xaf2Aeteq2YQMCne6wNhj3c95tQasc1h+cR60obzRcpk549Uphc3OTZ555xv/9/PPP8+ijjzI/P8/hw4f5iZ/4Cb7zne/wpS99iaIo/BnA/Pw83W6Xm2++mQ984AP8zM/8DL/1W79FlmV89rOf5ZOf/CRHjhwB4Kd+6qf4V//qX/HpT3+an//5n+fxxx/nc5/7HP/m3/ybV4uuHfCCyp0rFGIQK4raAZXKCPYGA+E/0GWkQqI9Yr9CE6nCUwB0qrMFU5tboq1QCPF1P5NBu8UfWlKNvgb9cXv3IZzrj8HiKcaghrHbnNT6W+2LVqufpC7IA7pVxCCqN9kN+mNCmLguL5QKQ2eNyEL2rn0Dovy3rlJVgAqMSmeJCjZPdLR1pRRmdgrRQrpOJNgA67a7fwEZ6zf2eVVuUKvhCs74OpMsRWdikxboCgGVgVorv1u2SJqFaURbl0z8yWvQzq6hs9JCa2NzFEfFregyQ7qCXXH0u5jrjtpXhaFzIaZneK6QbIOphd8RDZ3ztsE2rzMH7WMzYUAbOst4fguFb7JpAu9el161pOfFtrohXQMJjH7HuyozqAvN7wHSZaAlfYDaNajzvhaLG5avkiWii6UOx2TXkJyzt7n905IP00VXVzwWya4hORsyU6W40nNlw7WxTraB7WrV4+ejhvRc7eKtg9kwJHnFmz6ciYbOK3Vh006rennVSuHhhx/mXe96l//7537u5wD46Z/+aX7pl36JL37xiwC87nWvi+C+8Y1vcPfddwPw+c9/ns9+9rO85z3vQSnFJz7xCX7jN37DfzszM8NXv/pVfvZnf5Y777yTffv28Yu/+It/izsKtjgPitaDzbDULV2gcefAxSMSyyShd4YTZC6ErQ1jS7Dn6QYvENzupwR1BJ9fjo9x6x0BP4HjDnulU/ativ+ylx0RHEzX6ScBA4+oIrJIW33dazjWYk55b6WEwKWz2ZjfcvBjEh/+BguXALn4XCg6OFeCPnHQvs+K+vwucQuEiwiMdW2UV8Qma2oliE3ugzGY+ekgkJyhMWTucNqEliBeodvVU238HZ/VeKmOcwOt+i9OaEXCvW3P220P1QySegM1IRiOT+P7gNdMLRq0N1oudy6HcLXnpmKVETi2fd8M4LcHO1dtu3Zcf1sOKVoPw+vGXVtbdT6oG2iXqRDgb6EU7r77bvbKy3M5OXvm5+f9RbVR5fbbb+fBBx98tei1llZrmUpYVX7ZAYzTuO57DSq3KwS/BdTmSVJuQ9lY8b626ke9HYeSiRnCLze94K43E1otcb9eDQNUXGpiusSSaU/G2kuh1N85xRyvTJrwDZdQAgKNwCMUrm52u9uhIz11THUxLlzdOIFV94N38HVFLzpQrCKwm6GeeDbOKucFiWBuOFbGMyIeS6AuzKN7AjR5xeEeKgYDPhT4ngIrUnDtQinOhTxK85e8LFC/b+BxbIGp96HOw21z049T8HlseIxWAG3uz7UntXbaGN+0fFqHK38aHUeUjYy/WuMm7o+vo9GPOnGrOn1a05oDSKsMGVF+JGIfGShjkOClsCO6i1NkPZICwmmbVEUNy1hEurxd3FHl3QOp/OKDlnRH2VvJ7iC1PDi07eAFvYcQqkPmYPTFGHQizS2g8jNT9wZx/enWvCRC2EjpBMoopWUS1noW+ME7ekbvL8PC0p3qYPxSbqw+aJtb5el2OkR/mvBuhpUk9hZ6TG+/Z681UqafNEk8Pl7AtPXNVyet90eMYHMZdDtxMh4J8k0nCZRpQI2MSpBUtu9wIxbOe9FcdoaoxdUSn2DspMYfEVDVN1M3CvYsEvNWMJdGWb5t1da3Vvdqzv6MXcUvCTZC6YXvGxZb6E5aftPeVsvDwRD1vWdhdbP5zjfQXlXjroWp/tXngb//QSBfKrtoNH4jyo+EUsiPGSZ//GLlbib2P5MIU/cuwS3D2KIy1rtj40TXn9zbZDbWLWzrSIfhdGIvqQUCZ/eYsH137vds3aDoVBj74DL5iabHkjme03v/WsO9s+gJUx+7SHE8thLBBsRL3rwdX54T6+o2/YlF8v3B98HkHk6pAMYqw3xSGPvoEtl8+dQ04Vxx7/JpoffRFetCiLP6aeU7JxzyGRsQr5iUyHIxIhS9djYsJoTkvRuRG6lz49R3DtG3Nbdnimmh9/41ivFaUDElyJt2Mbdm1UArhel3yWeh+961OBhbKUCSt+2gX1PlHHAlX4Due9cbHikmEbpv30TfCsVrT8HMRAVzVNN790bDu8QkkP7YFvnRJgGLY5r07Zs27k4gGHTHBpDLDpWCPrijp2Zz+gdeRl44i7gc1roMbvf2LYr5qo9Rn07qeKsVKLpC5x9sks/VrNdaccpNDOgJ6L13zQfEC0iKvjkj6RcNuHxG6L5no+n+KwKvHyDXBGNdflLMQu/uzZorreVr9YZd9LV58LyC6bxjy7tge2WpLExRn6MG8n2QvHWncZHPKFBv3KU4rBuKothvUHcN0JN9ezbllK0SuHNAfqA5YfKDBt5QxWVyvG4SgTcMbBC9mtVfHDTI7YOG0aI7gn7D0AbmwynEy1st/EgoBbWiWP/urD04pmIE0bDx+DT6ldSm0gviy6S7BWMX8jIJTGUii4b+Uk5nvQBt/P0DsLFYkh+6+P3iJ7DKDNvfm0ItqYalYlZSdp6cbO6j57D++Ayy0jSrdK7InhmrWagGNYTVR+ZRG9JqFaW71qoNzynUjmbw+1skL28G5xttCqG6WKQGsPPUJGq3VT7UioVTA9h5dhwZVvX5usOr/X7y2N+LjdQLr3AVY7YUZjdelhsloCFfT+0hdGAdY0Dv1GDAjpUW8o2OPwD19xuAYiuBQe1WtABaKLaTSlC7og3FTgIDQUQFSAC5kO8mzfMXA3qobDC/llWJKQRDaZy4KqOtl+DsBEAZspsPUNxxHaaTRlZn0iuqewL1xUDXdiby4VfQmc4gCVZvDfZwJmxl7bsAgzGtLXAw8tHK2Tv/Rf039sC+EbQKEEPSLaJ+eEeEnkY6LTAJpBNZ8H3waiJHenUYA6mhOztsvQ/RmR4i/VqofAz0DL2DBfrG4zAxVsEo6M5bmEYZN3T3Dar4W9q2bxT0D+0gY7qxUpDJgt6BQXMsxcKEgQxbt0JbipjLOQT477Csr68zMzPDO2/+56RpPxKg3mOoDB0g5VkB5y7C9g6M9W3aylJLSxG4Kpb7pUbZsNdFPqD/3Zftq2uPYsZ6rZO2+kMwxtjUmtsD6y54ZH+1VDWm+hkWEeTsRWRp3R6AXnfMZnrzWyU1GDfDCo08+zIyzDH7ZzEH5uL3eYE89wpMT6APLVQT9OIacn4Z00kw1x9r5KoV8Lj6xUWWI8+8jBQafWQfZn46OhOpDkuDsxhjkDMXkZUN++fUGPrk4aiNuoeXbxuQ515BdoaYuSn00SoesW83GAs/DqsbqFcuWmeA649hykxWIX6NcdMaeeYVJMvRB+cw++fs5Eca+qLSbNg0kps7mG6Kue6YzZ2h43MiqfPmMLNtaY0+uh8z17xE4p0mgu0e9coisrKJGeuhrzsCiN/ntzCV0PZukjsD1HOvWMV0zWGY6Ff70j6PtVW21Vga1Au2XwBmYRpzeF9TB9T5AzBFgXr6ZSQv0IfmYd+sH1O3Ver256MxP7+EurBms8Ndf7TalhM8PUN+QbBbg8+8jGiDPn4ApidwW06iK9z8uCux6TifeQUZZJjxPubUYW+dOxg/zwzV2dfWAPWCjQatrzkC42X2wBZB7J8b7GpuexczM4E5dqB57uGmdlCXrG0hLy96OWD6aXmOE8uAevvF7g5//sy/Y21tLbo7Vi9XvFK4m4+SSufSAFfL1XK1XC1XcMlNxp/xR5dUCj8S20dXy9VytVwtV8vllatK4Wq5Wq6Wq+Vq8eWqUrharpar5Wq5Wnz5O4999P9vJbp/UDlhVO8JnrX69F/KjcvUKmm64bXW0HYofKnyt4HZEy5CvA4UvP7b4Deq3kvAvZr2Gm1eLtzfom9hW3/bvrmDzXaM4udBW4a2S5K0HEq2OFNcCiaghb1V3IRqu/R1qTFrhYHoYLdOx5EwYturu0sbB26aNG3chynbcjAj26HmpSNy6XZcn4LpZNzdjT1haIzZZcFEYyaX7o9/1+IR1lKueKWw82M30ZUe6WaBKuzlMpVr703gPC1UruGFM8jqJoz1kWOHMGmC6agqLwLYdH0iPsSvbGyjfvASCOibTmImxqoZPlICGNQPXrJeKQvT6FM25lPda6le1EvnkcUVG5r7llPQ68QwbbBao77/PDLI0IcXMEf32++KAvXMy9b76WActBABObuEeuWC9Zq55ZT3Pqq8jiC6xYlBnV604RsAc/wgev9cA50q1Eg12dSL55ALqxZuZgJ9/TG850z5ZWt4BQPy1IvWe2P/LPpEFUFXMIEwrcFdXEO9eM56H916CtJgGnj7QXwdCJAXlo7D3HraHLI0ayQYqglc9fTLyPoWptdB33INqCC/QuAV5aNYOq+Z7z9vvbiuOYxZmKnqDkleG3v1wllkaQ0z2UffeLL06KkMIjGm4Ukk2zuop1603kevOQGT48ReYvYSpSpMQBNQT59G1m2AOnNgDn3iYCTMdGJTT0Y4m9L76PsvIFmOObofc9BdmrD3eSQvQ0x7DySDVoJ65QJyZgnT72JuvsbeMQFMKpVLc0B7k4DsDlGPP2+9j649gpmdtvO0IzalbI2OJhUoNMnjzyO7Q8zkGPrGEyD2fpJPGxv0yd0fUWvbqB++ZPtx40kLG8KEXJFgIyQUBvlhKQfmp9HXHbG0boHRqZSJlkBW1lHPnsEohX7tKYrJbhQ/DawiKLqWNt6VeHcbvteoulGueKXQLbp0kh7S19aNLRG0gOS65KGS2MMCk1hymG6KPjQbJ8kxQKHtBOp1MaeOWMFYuFgFghnvw9S4ZTAHNsrKKl3qTCe1MPXSolBMN60eTY5Bv8pMN8rKogiu2fc6MDVuvy20dXWcnYTp8WYdZcA2RDBT45hO4qN+tBUjoLtHUcvrSF5gxnqYmfFG6AEdtOEFfSdgwzSBqYnIqDHlt3hhVdahDeJCZ3dS3w8HE8JGvt1bu1XfJsctXdzHbrLXFXRRVGPW72JmJuL3wVj5UA+uP2VbTE3YOmrfOjdn737YGVZhRvq9iD+i1J+1uy2ejiqBqXG0UrG7a4BubEeUBB3rwfR49Z2T6Y70bky0qZIHYfmSyYqHHEqmaqDCcZhXln6/i5muLveJazOkj3vuFLey/EiZUa910eaeqwTvsl32Dco9837wedl9y1PBfEkT68bqYGrGXhgmx+RVaFsnB8K9ece/Av5OidEGKeloOpaGaoQhGe3zu9zTAoz3Uf0e9JptNepqu+vRUq74M4VkUFT+vZgq5WWZt1cNCzAG3UuCSz2CLm8wW6lil5QiAtOT1qdYguWeK+EEiJaINaRal3ptM8G9a+lYbYZfzjV/3xeDtbSuO4ZZmA0sVkb0y5STtUpOYgTY3vUX/nzwvQAuDAImURtBkDdT6ztV3+N+B0Ld0VTa3gbP2u4btH5X/ixXfy7oWdjf1gYk+FdocMrGrS4awqpcYbnQFqPGvA3f2iN/56CNN8rvm+EQmiEuRgfYIO6DG3dg1JZbdLkrmAvuhn9ruJD64q9clbFWy4VQb0uoog3Uxscbcg2YMNxH9dwbKe5i4Ci+cmMXxOUaaYzVgCXa/ip5M8DTroZphAipz432i6VVW5XR0EKDy7x9cMUrBXc13SW2UUNt/+XaLiu7dntIpyreCgiTUgTLaXN0HyzMlBq/Wpp5OPfrCCvS/11TGtHFqVZmaPQs+n40AS5j0ks1YXwQuNpscGGrnUUl20PUY8/aC257tY+rP/izDFpnxAmSmvBqq6L+sHXSu5+XUAaRQjWBwoo1bdjfvYoRkMUVG+emtOIa20pOcLm23MVJl4kvVLZ7lGjFwx7ftz43jb7sFfog3HoKw6aMimc0iudDg6CBY4s9IC+dRz3+XKBk25Bz/FhGaPX5zQMaNQynar6GK9gIzxblG/8dpzVt4w0Jf2mhST0MfdxWNTfcnKu3H5WaceAvxRljV6CXpweicsUrBZ1WqTG9xV+GtDCJkE8lURgLV4wy6G6NCbCavBhrtzhMKs20lmXJx1zmrPi9Tqs0iHHwO2PT7ClpCibBx8+p34YtekFaPvdx+GuIr5SZz3qWSVvD7pZ/V1a0tWSK6S76+mOYfTOj4XINm1VQ+3oWqkuubkwceC/KYKXahFNpgQeXryPBljiY0IQrUxcGaQs9vUthY2ogrl7teMqA2TeDue6o3VpMXIM1mKSMY1OeIYQWrR9nbftRtRPTPqw25MFoFRAYFeGKxKXXDGH32gLzxpAKaOJ3+/cudT6PeCSSmk0Yc2Qf5rryVrBTlC3KI+oHLVb7COUVryxqfFSDiUNuNFcObSXCKYpPRqDMCJGozlBKHoiMzahyaFcmYLRGFpftVqfD73IGq1aueKWgCsNwQrF5tDwvkDK4XUdR9BS9D66QndAN4ukbcvofXPFCyQls3YOpj18gPx4v0Qygb8novHe9ETgrHxMmP36R7FDTiulct0v33etVtrayFOPC1E9cINvflJxJV6PevBMtnY0IxRhMfGKJfF8o9Kpfh9Nx7CUxhmICJn7iIvlCwLxA2xaBKWHyKZj4h8tk18/G5wF1Zj17EfXE8zDIyOeE6Z+4QD7l2sYzeD0gnnuXL0DvI6vNQHVKSO7eRN9Sy3ZlDPlBQ/++Fa9o/RZVAsm7NyhuLBp9y48axj68YvMdB4JWd4TOPRsU17mgSA4HQ3G8oH/vahXcrpOiD8yiu4r++1cp6jxloLimIL1nw4ZO0VUeB9MRxu5dITtmqi2Msujrcjrv2qgMlxLFoidMfHCF4kDTouwsDEnv2vI862hQjAnjH1glX6BK0hQoEs/T4MMmFH0hfdcm+UwltNrOuyJ6jgtj71sln4v7D1BcW6B8QDwTwXTfs25zS/e79iBf7JxQtw3oXR9kzCnbzqeE/j3rZb70mkK4fWADXdZxmxbG3r3uc59XKw1BXreLuTHgqdKILGZg7J4yyKJ75RTx6wfo6/NmO7OQ/NgWuofnc7+iecMuxamYDwVDPgfpO1uC9QmY1w/IHU8FtM8XgLfuoilQT76I/OAlZGUDowT9+iH5YVPVdZmedlf8QTPa0FvN6a4ZpMCGtS4HVArYeXCWZB07aOG+9Ysp2xdnSQsX7MpKX7VrWPvaAsmK8pPNveW5DoOtcdIwaQuQDGD9GwukS/X1JAxf6ZN/e4qO27Ipxy3ZhbU/20eyamHcwTVAkSvyp/okUSA0Q7ILG38xh1prtgPYtIX7YotK7cDGN+ctDWhaeJ4eQWKcZBs2Hpol2aoYt9Ul7tA8ZqIP3Q7JJqz91TzJdqywBKJscRUxQe0I209OkrjMjUG8n+ELY9BM24vagO2nJn3wQ1+fgeHzY7CaNGBkXbH9zCSqqGhjDx1hcHoM1hKQIPCaCGwodp6bQAVj7Q6/d14Yhw23nxE0tKEYvtKPD0fLdnbPjiFbQv1cxmwnZBe7NnlTSDoDg5UeDKs23HudK4rNJBbgJQ3ynbQ62A7xK/GwvCbVXPDf1QyNPVZ5ol2Av+BDKX8rqJnfQV91aFUHzgE6bj46h2rjOyl3f1UN5xJAdVrMcAOqY2wY+RDGbau6ugKy2OeUMLHhglC1U+uu6hh0pyU9ZgJJPw8Ef5XtLRkv0BspDVfj1NDbWGTw2A6ytou59mjprWZIJgv0WgnTXLiOLFe8UhDsOQKKMhtayZ1lFM7OIo0AZQDJlhWY9ZCzYqBzTmjL/JRsQVJLDygA2tA9A9GwSAUjF+3vUTKTwtB5uYKJhG6BVTBV8EUvADovjZ6xKjf2zFjiZ+qFivmqlUxQR6CsjJQwz7vEAKOL6XaQeRtjRQ0N6tn2hWnbUtkIJNuG5MmkQWsxhvQ5FUS1rUqyBTyZ4tb64aFg+nRTIWAM6bqBJ9KoHRc0LXkyrWgQNJesgqykvo1q3CB5vFNuG8T4pYvAcolbuY0hWHrynR5pmNjJwZwRjLZeZmECFTU0FH85Tl0eARSrKXy3Z3ncrSSVTaGa/dmkhzEikfHYeVkwsyHNDMkOFF+fjATFpYRLsmMYfmOKtPalAMnzCXpXIWVIWqeE021D9vXJAKYykszjPYbPjaEiK8CQbsDu16ZJa7wqgH6sh2zHeBkR0nXD1p/OVel5HW7GkD88BoWpwdic01v3z5IYE42BGIN5pFdutwwiuHQFhl+btjClgHerEv2tsdKbqcYfF2H3/hm/fROu/oq/HEe1uGV3vrdC9uVllDGYU0cwx/bj3O31N8e978zlHjLDj4BSMCLoXhJ7Rjh5Fgi7kSkKJX7ns3KVf0fz0ZioTv+7Y+6WQW1t1T3ca7UX1Fvh2VZXUxE1DxtHwLY1G86/trsDcc2+7tH4+f/iR6WVFIWEdri2ZPZqVFBaW5feY5b4vWmBq8OaAD8qOS5Z7l0n/cpKWuoo27HWZpBHQ4X1j+5Y20G6dxRw34X84ZYmNaXXSvcav0fvS1wvuQlR480A9eanbca8+ytitibcqAPvUTDhsqiNH+v7/P5Z8G3j4NeDNJVJ3E4bTZsdqPcrWrk6Pgmrmhq3d48WZtCzkzG7tV7GvXS54s8UTJklzV84cwzr91pHzUA7AHt6H9Ay1KOEAO2TrT4RvEdOfRB3Bj68dB3YJ7lxOEU4xBWFGFQub3tk4yrbaXVnjIRSC5gJJ1MTP3eA2DY563QO37Vr5KB+FbZxidnQuJnb0pdWJR3jp86voL77DAyHlSAeIQcib5HgMLfhsUSMSyRA6yk6dYhPqRqCQ84qDWoI08SxzYEiqoP2ftUFWTgGr7bUjY22MXQ8P8qYqRsT1HixnR/bEA76XDOIqsba27+055oJqpdgjpnAQUDitmttmfE+5rqjmJnJmKcq/dfsyyXKFa8U2HFZXcDtm0p9H7iVyaUuA+Kf9d8JGMAp9MuYFJEhuzNAtga0WhAb27AbHJyFron15fMenguxJeGEb7sAjtp3t5fqVXqrdTSsEWxehzMXbf6GEYKoaqzCt72+csI06hHf/1GWXePOwQi/74ZHyh4TE7AX/A7OQ6dT4TKyDy0K1t8yrn9Zx82082+LIhtl8Tth1TA+Iou4FXRkCV08WwViTRnWS6iMLumGOUppj/qbShma+jemxisNeTBK+Lcri71K5PFV46VwHrrkOmECImeYNfCojX/dWyo2MC5PS1/5SmFlzaa+e90uoZsd2Kvr+g1D8n00Bjc/YMheW0SWFViPlOINQ/JZiQkOZIchv7moksWX9elUKF6fWc+KmnIx+zTZDdom3vnhadRTL9gEJF0L47wkzAGb2AVAUshPxALEecsUd2Q25WVL0d1KUDlY3RWK27LYw2dE8Ska+4K+LaPoXWr7KMAvH6AunoXN8lKSNjaHsNYNby1XijFheJ2p3EUDPIqjOvZucc8nhOw63XqRKj9mKGrjBtbTK7vG1CxrS6PsuCGfbk5GPSF2DJy76EQPc/wAJlUMj1uvrkZ/pi0O4QrPoZcdNxRj0hDG+RQ2DaPrijMeUyE7amyK2doKwPQM+UKLrFS2Lt2RSBg6HHTPXdYLLikqIVsQPwbt92LCLS3bTra/yoseCqNiXKpLohFuQraPams3oE8xCTq89F8qPJNYmLZ85fmU1MagPGxNxKYWbck+l09JMx0oBp0K2T5p8AfGejM1YWzfs9kmjCGEkRoMZDMSyQ433vmkYLo0BX2nbMfvFlS8mk8KulPxxeUq+iteKZij+5ExQ2fWuqNEwyCQLgwxvXKihpp03JDOZzi3OD+RFaT7MkzXNGfdlEYtNPMGmwQ6hwaYfoBA+VNNFCT7M5tF6dh+zPGDoBQ6gd6xHXSvmqSkdrhEGZJ9dXdMy1T9U9votlR/2Fgo9S0b3YXx67fQ5bV/P4n3utTUg+mb1mx/LqOIgeLAGPy/jpAfLZN7rGwgT70Iq5vRXYSw6GnDxBtXrVtf2L4SJm5fJznZdDnUc5qZN6/E90XE3kOYeP0acnjQhNmnmXzzKrqWi8mkwtSbVuFo1hCE5nDO7F1L6NoJrFEw+ZZVzKGiYfWrExnzb10KrGk7CLov7HvXIvqAbvBUct2AqX9QuUa7cSt6cPQDZ9D7tX/u3o0v7DBx16qPzwV2XIsJ4chHXqbYFywZnSEqkF9X5nMOLu3lU3Dw469QLBj/rm2vPrx8mU8Khz/6CsU+41dAZSskr92hM575v10ppuHEJ16yOYUD69kITN61zsJty1Vz5ft83nDyJ14in6lhI8LUP1hh7M0bVV2bOzDIKPYZjv7D0+RT8WrNKGHynSt037DVsK6LfYajHz9NPllrJxGm3rVM+vrtxnwpDhgOfPwMxVgMQyJM37NEcttO/NwYisOG/T9+ltwpmVLIm0SY+8AF1C271aq1LPmxgpmPLAaur9arSXeE2Q9fgJuy1m3CvcoVf9AsBpIXFNkLk6jawYvKDMXXAnfQYM80fUHBi33q6STV0KDvn6BTKopQxqdPK8xiv6GR1RCKP53yXhLRJawXO8hDPQszP+3HLt0xZF+eIdXNgz2dCfI3vSh+i4MZfmmWTtHOAZ1NjTlQg9k07H5xjlTvfSgW7vOma4aN/7Kv8uBwSrN12W7h0jXIvrWPNDeQ56iXztn4TTOTpGUwvArI1pdegN0/nG8G+9KGnftnbRrVWknPCBt/sI8kc7QGsAHddr44Sfr9FxEVs316Wtg+V7YTGABqaNj60jxJbvAJnAHZ3iV5JmHtxf0epmwGlRt2vjhPmrccyH6/w+pz+22guKCfya5h+T8fIh3SMOfM93psLs/b/gQVptuGM//pGMlOk+jb58fJvzZHUvK184RKtuDs7x23rsm+M2U7BtIfplDL/JluwPn/fJR03SLsD7PrStIdQhvrFXT294+RbprKM8uAYNDfHSPb6iBkhAyTrsHp3ztJsuHGrFJMGw/NsP30PCnnK7oB6RK89HsnStwcHvaDzb+Yg60BLk2zvHQO8pxk/Dgv/5cTpJvYS6wIlGkrNx+YQzJNPU9jughnfv8Y6YaJ2zGGjW/MIzmkOj7vSxaFxS8cId0hPtTWsP71BWQISThhlJCcU1z4o0OkwUVuMQYKWPnaPmQgMQyQvKJY+/J+0iGxF1xmWP3qPmRHqiXKZa7qr3ilYEt5QSWMC2KqgW0IM6kY2U0oP6il95GNXUJjcoTnClV1cRv1UAXRUpFK+EphGvWHdUcHcsbA2hYyM7GnlV+1U+Er9WiWrr6oX3XBHP5R+1mDc1X76I+7GWwPrNdEogKvmaoeN5FChRDdr8hM6Vdfa0/HMKGSUxmISm3cqwjHAKbWh2RgKoXnSN3r2nbcO4lxqysXV69okFp0TmcgJNvtY61ykEGo4Kp2IuEeNlVYt1AC90lbgakEaHPHxdI04EW7v23orATftTZZCzhooLNm6p/Y/gzCcZOqLW1IV6vPfSgIrOFSdy8FS8902TZY3SWydSWbBgKFaY4fxBzdb92pz2TQSZEfnoZOirn2qDVCNkzDJVUMoK1bajimfqw3nWyJcVO5QQWLm3B1mK75p8EHlv4q6E9YZXVfKT7rVBmopbKCGg7pMnblkDhFvrdc8HVe1lf/HZfQMyeMC+IFbznQ9hwgkorle9M4uK20fptpXP5oCa5V/6b2q2eaxoFS20SseU7Jyoa9PbzeMntqxR8EupC6bXheBv9c8iDdW4jxIybH0K+7AXPi4Ei4kZ5Hl2o3ELQNPDupDYUcRqWtHdJHh4Gjxi8Jouc6fIMlenhWENbdJETMi3seWkpMk2i12YKjv+3eMq5RiJAR7bXR2oS/XJ7RGeE4ctxax3WPBoK6wnsoBNtYjTI5Br0Ocm4Z9dgzMMxgZtJGQa3jVavC49WKf8tLoUFf7xBQR6/W97g/1Tg7OdSMS9asL8JXjUR8ZPnRWCmEk0mN4oC66RQk5MBZM/g9VRkVhtYLpSoHQMMneo8xCi2kS33v+U6A2SnMracw0+Ojqx8h+ENLp22lM7oEdwkup73w0US/krt1+Jrl7UsJMKo9v4UR3L6O3mGa1tIo18K6AK8J2Ev6gNdXP2A9sJ47Y8dq/2zj+9ZSRzdQJg63JmhJgxqvh1s8l1sayqGu3Ootj7i70n6voDS8at+E5yOj+CB2v63msCkZaqRX4eyUNQR6HczhOI+IvczXHLhGiPLonRuA5gqj4XLdwpN+DtZr8Lze5LO6DDOB4BdckEVbY3h2dbnlil8piDHortiDJYUXGm4w80nrheQid7qiU3swVzFzGaZXWS8F5zETMqzu2lgxlWtZ9TIfl8DLJrDyUvFxeiqcA5gRAsd7ErnvlcDsJHpcjZbnLdaaEevl0xC2obAMn5f0sDibptCI2grCACvbz2jrKqivjpOju+4EYaYD/HUiDa8lWd+Ctc3Iy8rTh9IbpmEUWNyqAIMOB6lgkrg+h2MVF6s2SZPSGq/TQ2vY2oatncYY6aTdevf3VlqKTiqhElviEsFUCt80+x8pQom+9/C1oIymDldnECrB1XrPooWn3RjXFUAoXC9VGu7VIQu7MRrroo/us30tp3zlPuwehHD41VVbqVv2Do867/m6AqNrL2VXD565l8sutCl7E/16ue6o8COgFACKa3PGP7BcTe5yoHUKE/ctURwvGnxd3JDTe/9qqTAqZaK7wsTHlsgOhzOk5K9bMjr3rFcTsmyu6AtjP75MdsAxS9VYeu0O6d2b1cQtFUk+IfR/fNm66dWK6mq4c7di1ECJTHziIvmBEp8aHwwnm8OdTwnT/3Axcu+81PZMPlPCzEogcNo+rhg1nzPM/6OzlXunAQrrOlqMtQTEA/IDMP7jSxRj8UQwidC9Zx1za3xvQ15ehO2zTN23aKPShkJBQfd9axQ31rzDBPLjmrEPr1jvrAB3nQj9D6xSXJs3LOTilGbiw0s2u1W5GjRiPbzGP7RMfrLlPsZt0PsXC+hTh/zq0ynYmY9doDhsGgJXbhnQf1cVZNHDjAlzH7lg3a1r9B87sEPvbZanQhTyCWHqw0vWw6deBBuQz12YwsLmk8LY+1eqcWstMR8U48LYB1bI55pC0dyUkYwVEbTBup1OfnCZfFoiBWcE0jfs0r8x2BYt3+XTMP6BFfKaC7YR4PUDzGsr/vB8OAO99657QwgBWV6392fu3EXfmMf0B/I56L93rTLeAsNB3rhL8Zp6f4R8H/TvWY+84PzdkDftkl/XpEG+vwyi16lkjpHSYHjTgPy4bqyA8gUwd+2ikwonj/+bBmTHHH+MWDq1FDHmVa4t/jsp6+vrzMzM8GMHfhoZ76HHbDwSCJZqAvk8qM3y0HBty6bh66YUR6Y9THhYaUTIFyBZt15FDDN/0zg/No2eTOmsWAni/jeqhFkNDvNWNpAsp5jrog9Mkq6WUscYkHJFss+QrIiFAdjYRrYHmATykzMkW4mfvgYBZe9XJEtSBYQzBpbWbGrH6TEYG/M0AJs2UR/UqEWFCoM9bu3YNIFKwcK0T38ogO6APmBhxAWrA7s9srxmw5JPj9tsV2VLugvmYIGcTWw7xsBgiOn3YGsLtVnmIeh1bDY4hKIPcjCHl1OUC1Tq5uWRHLOlSJ7bQDKb6Y2xLroPchzM6U4FUyJojuaYjYTk3NCuKkTQ+2bQ08q6Ep/uROdHRgHHMvRqSrJmYGndZqybHKM43CeZzzAvdaOQ1CiQE0OKpQ5qQ5CVDWSY2RSq10+RzBTol7qxIZdC99QOg7N91KYgRYEsrYMxmOv6JAsJ+Uu9GKYDE9dtsnV6AtkqDx/XN5GdIZ1Zg7lhguHpyj3NrZinr19n/YUp1HbJn1luhaJAfmoStVVl87PjATPXr7H23LT1ZHH1rawjQ8swZryHmaouBZguTF63weaLk6jtwNoF1P4h6ukN9KDMoDZucdR9mL1ujdXnplE7MUzv+C7J0ja7z2Pjly3MICLoMZi9do3VZ2ZQgwrCiNA9voseGIrv7VhhPDOB6fcw44bpazZYf2bazl+tYWUDJvp0b9Lkuwn6iR2bPbCTwvwUegKmT26w/vS0n1eOp7rX7JBvp5jTeDlg5qfRcwkzJ9ZZe3qmmr+l8uyf2ma42cUsJrBs5YDpd9HHxpk6tsXG01PeKcPN69612wxXe3Axgd0hsrYJAsWpacaODdh5ZsIGdKSUbwrGrttid6UPF+0BZ57t8udL/5G1tTWmp6cZVa54pXA3HyWVupPZ1XK1XC1Xy49WyU3Gn/FHl1QKV/xBs5kZx0hvry/KnwLbu1ZrpwlMBDfNor1AXe23i9hlZ5lIxkyO2dyxI0+P3DMDmzvW6uyk1lpq+7ZedgbI0F6kMpPjVS7ZtuLrM3aFoY21wvt70SIogyGyO7Q5cSfH8blu9zxl1DYch8Fa7t26Mg7hy9+HGbJTXSiraB91Ivi9RqiSjhZWwUT9tlALvq5NwVqrwZZJjGvQrgHZ3LaroH63yus8spRwW7vW6lRi8xhLrf/RoJfvtLZtGWuFRzkrIvrV2toZIMPcZhmcHKNB68bvQBHw70S/zCk9Ci5of8ta0wCm2ylXhWGpb+xXK2HLI46OXS6r7A6QQWbp6L3HLsGTER37NTqOKgY2dhCtKzruGbKkLEVdDrj9HGPT1ro5HsmGFjkQlrBbJuCXLEe2B5cnB6jAjB60hpuvlyteKejbrqfollsmtW2g+kUt9cTzcGEVJsfRd1zvB9Ed7riQtBEvrm6SfPdp+90Nx6tE5C3urb5dbVCP/hDWtjAL05ibTgbtEFRe/TQiqB+eRl65gFEKfespzFjPoqjLLSe3nehwNUBRoB5+CnYGmEMLmFOHm9WHaDqefek88twZTCdF33ZdOaFM67e+smGG+vaTdjvnxMGGd0fr/B3mqKdetFsYADMTFLdd1zzHbCOnMai/+SFsbNtthWMHMScPRSj5Eu4Tn11CfvASJknQt15rlZdgM8UlIyZYXqAeftIKpsMLtp3LWGOr7z0Ly+vQ7aBvv97fSrd9KrcL6/juDlGPPGWVyclDNqbSKBoEfVNPvQjnlmGij77jBuq5GRrFgGxsI3/zQ8Bgrj+OmZuM3kfFCTVjrFun2y7ZP4u54dieuHn8sxz17afsltqx/ZhjB4IP6wZAUM1zZ5CXzkO/a+mYqIB+dWYuYXcGqIefskL31GHr8RXCOMEcFm1QjzxlU4FOjqNfd8MIRV5u3JaygbUtkkd/aKu44TjMlHJgdRP1/edt+7NTHsVKDjwNa5uY+SnMzddUJIxiirlDjBLtxVXk+89bOXDLKcxEL3JqaQsoKMbA1hb8NZcsV7xSoLzsYQJL1wtfqRPfwRAL9XBlICUjeIUf7H8qid0ATQ3exMZCW/0eNy80qLKySQ3GdcldUsIxqVTtjHLBdCiVtyBbXf9cUZXXTt2zo4JrsbbrXjmqpY1eBzPWrXUtoKlD17jfwwt7AdD+WSuoA6+X1v44utb6x/oW6pmX0TedxEyMNT08VDDoyGiBO1quxePhq2qpJHrWbMu5Rzfbr+FXC3PROPiu381p8H0TtVacHbN5fnQNxChZ0rfwiHG8Ia1zpnW+RGNRIev4v35i7y+3BeNvjaiyfU+fgEiOHl50hExffqLr+Ljvym9mJtE3XwNzU1F2RT+fPZh4WnjMw7nv5FVdxpR1hd9JQNeKCjUc9yiv2vvogQce4L777uPIkSOICF/4whdGfvs//o//IyLCv/23/zZ6vry8zKc+9Smmp6eZnZ3l05/+NJubm9E3jz32GO94xzvo9/scP36cX/mVX3m1qNoikB8y8MbdwE3PEkengnnT0Ka0qx4DkB0x5K/LvRurKS+L6a6g3zIkn7Xf+YNPbLCz/LV5fBFFrPuofuvABtGrl4MF+S25tziioHNvGfjgdpFrXwr5Se2fm/Kn7gr6jUMbeA+oh7u2LqGVYnO4FW/I0JcIiBe6+hV9wbxhWAbEi+kQlrD9YlzgjmEjh7URmgHNTAVTvKaI3H+dR0ZxjbaBDB2IUqCEYsLCNH30rcdQw/NGrLtycYtCz0zYm64+HAlkp3Qjtg5AMWNTS1ZeMiXNExuQL59uKo1irhnIEKx3SX5KWxrV3uVzkJdeSVHQuVTIT+qGOzMAfRMF0fMwiZAdMQ33W7Akb6tLJ0J2IM6V3RTUMU+ZRMgOG+8abIJ3xaRAWtNODuZQGaxPYph8BvRk/D2UQecO4Od15cos5LNCEcA4Iaw7QrbfthcZOIKFmQgUU1mn7gjZQaILgW7e5fO0BqDUXSHbb1P/Mj8dKaJ8lkYQPcHSK9snkZdk5b0nZcDE2PVU92xAvEjhl7/nM5W7+6sJZf6qlcLW1hZ33HEH//7f//s9v/vDP/xD/uqv/oojR4403n3qU5/iiSee4P777+dLX/oSDzzwAJ/5zGf8+/X1dd73vvdx8uRJHnnkEX71V3+VX/qlX+I//If/8GrRtQRKQPqVW0lIVDVW2KiNYdAoA3QMMl7mUd0ZkDz+HLJm3fySyRzTaSFyz6AmCurFCKTTOaY+GQDpatRkEwYF6WyG7oSWeAmjDGraBS8redqASaC7f4DpVP2MJn7iTJ6qPpNC98guJg0mIjSt/GCimh6MndyqojYG9UV9C9rXfeuRYrpNujUC4rlJP2WYumMVHWw7G+zkHL95g+RIe0C86detNIPbKWHytWuow818uswXTL11m+KmY3abzCm6RJi8Yx0O1sZHgIM583cue4XmFUkCU29Yxexrjqkcz5h6/Wrz8lEXDr7jPGYmg/Wt6F33uh2m7lyFRAJlJRTjcOSes5i5ZqyPqYUtpt+42rj3kE/C4Q+eoZhr4UOB7KRu+LMXs3DsY6cpQsXYZgAEv+eTcOTDZyjmq4ub7l/n1m26Y80xKGbg2EdOU8yWTRgn4GH8zetM3bTWaKyYNRz66BmrgE2o5Axjb12j8/rtpmLeZzj8sVeiCKqmJMD421dJ7tiJYMQYin2GQ/edoRi3nfc0UsLM3cukr91urCyLg5p9Hz5LEQSadBb9zHuWULfuxrQ2UBwuWPjwOYpeYGSInR9z77uAes2gsfosjhfM3bdI0Svv85Q37XUqTN67hCndqUfuArSUV719dO+993Lvvffu+c0rr7zC//Q//U/86Z/+KR/60Ieid08++SRf+cpX+Pa3v80b3/hGAH7zN3+TD37wg/zar/0aR44c4fOf/zzD4ZDf/u3fptvtcuutt/Loo4/y67/+65HyuKwikL4imDPj3sp0BFK5wTwwZolQU4/paQWne3awdwbWXXVjm2RmEvP1CTq6FmoZSJ9VmIvVgZtbziUDQ/HfJm3gvVoxpzvIt/uEo20E1C4UX7UpDet7hDoT5PEu7vzc9SnZMeRfmW5tByDd0tUWtgtut2XI/3i6FhAPmrGPKmGerJdB34LYTG23JsOsYp1lw+YX9pU5ryvlJAbUbk2wldsJ6SJs/cE+kiAejQCS7xEQ7xVh4w/2Vy59ZZ9UYdj6k/nWXBPJS4rNV/aVge/wlqAUhp0vzzUC4gGoZ1JWnj+A1NvJDNt/tGBpUzeIn+iy9cxYFRDP1bVjWPy9I6TPL6JeWkTfdNK/yx8dY7g4H9EAY0g24czvHiPZjflGgPVzk+TfmCNcGBuxwe3O/adjpNslkR1BbZV0n1UwHdRlIF02vPKfbAC58HlcTLnDYm+4pxtw9j8dI90q+SIvMB2bMzr/m3HwAfGqkq6U7Ww0+W7nL2YYPL1JyrkYZlk49/tHSTeoCXILI0FAPId7egHO/j82uJ1XWADasP1ns0imG5Zyuli2s2XibTtjWPtvC0gGiQQ7HQLpWWHpvxz2AQu9zCkMa1/dZwPi1eZM8rJi6Y8Oke5WSzExlt9X/mQ/amAaO0DJSwkrXzpA6uJtKcEgqNyw8acLJNtV45erGP7OL69prfkn/+Sf8C//5b/k1ltvbbx/6KGHmJ2d9QoB4J577kEpxbe+9S3/zTvf+U663cpEfP/7388PfvADVlZWWtsdDAasr69H/8ISxjqyFm8g0OvEcsziYgMtTKPf8BrMkf2RoV1PTRhaRBAsp90BdVhMAKPjoFr+spwJrqnXlodumewflXuIopvbE41S2zZwuF3qRnPYPykqYTiqeLwDIYupxqJamTRXCq4dlce0cT9VXotJZQwMsgqGpgBTmWmOA1U79WdOyLdNJtHBu4BXANSgQJY3oaYVpLBRdm0/YoMiGRg4MG8VQuCRo/KWoIAlfum2ifnAjVNh6wt53fFZujGCBjhaO16rzrfSdePzmPv97TaaBDf50w1jx3tngPruM8iyPZRWQzMykGG6XlvZOiNk29hAegGybk511ircKutaSLZpRJC1ApYShoaBkG4ZCxPhIKANnfV2Pkg3TamYa23ltj++Dl+hDbwXBVos+6Ry6KwG0RCCatMNY+9V1IrKDJ0VF6LcyZLSEFu1dGvLmrhX+TtXCv/X//V/kaYp//yf//PW9+fOnePAgTh+c5qmzM/Pc+7cOf/NwYNxsDT3t/umXn75l3+ZmZkZ/+/48ePxByOykVUCXBqDF5XxfpXOk/bPIsIHyiHyBKgD1WBGDV7jmn0YDM/FZAqUSmuR2s/w18u0IhpVOrgW+DA8Qbh/Gyu/vRuv0yM6cA/7sbJhPTm2B/G3YR1ttK2TddTkGSEIfR2BXJalddT3n7ceLKNAgq0gX9LEXty73AlcX6W1wHmjogbjS81AcGdOjZXfq6knPEzvptajqd/melrbRqsJr7pTw0hcqIyo6PcWBeMUShjQMBrzBr/VQrmEIkJCesX41begwvrbsvIZmiFYjKrmfZT4qCYzMFg36+degSyvYCMHhctXDH+nSuGRRx7hc5/7HL/zO7/T9DL4ey6/8Au/wNramv93+vRp+yISRuWSLAhsh64xUll8lNNWK3GElRxa7qEHRiBQBGKGDOpxFmBbGRXvpOpbrb02/Nwnl1KAjcbr8Jf+Zu92wxXO3sCht0b9UDfCe3IMc2w/9Jv3B/ZcNtfe7alQawIhwiX4zCxMo2851eJ3XheCe+A1Co1RyvcSpT7mrakd92prDyXg3ld4BPMoTWxoanePIYJrE+wtdV9uqQvmqO56O6b13eXwov87SCA0KrZQe38CYeCHwTSVbuglZYLVQAvtyXJkdcNGCZDYAUSMXbX9/2T76MEHH2RxcZETJ06QpilpmvLiiy/yL/7Fv+Caa64B4NChQywuLkZweZ6zvLzMoUOH/Dfnz5+PvnF/u2/qpdfrMT09Hf1zRXfFx24xEghsgXxGxdmzymJSG/fFWQGhFZPNSHk4GjOC7pRB7KhZxomQTZdByuoGWCdO5xceMOUT0u41IPhsZM4LwgnNfEIwaXtwMQtQW7ns1U4NztNApBGsrw022gpQUmZ322tCxvUZJQ1vJfvSetD4lIqA6XYwR/ZjUlWLYeTRp+hKI7Wnx60TKyonRHWnPYge4mCaFrXuJpj5qdgDquS7sP3QiteptCo7oyz/RFZiORYuiF5jtRYI6GpVZuleBeprs3bajA8C757R1mbYnj1QrfoY1xVYr7WVsefBhjUeP4veN1bQZb0tuU7quNafNYIYhvWNwKlNEUbt1FYN8QcBjHZ4x4ERnTJoT4Na4qAEMzmGvv0GmBwPtgdrwQEvM3jF36lS+Cf/5J/w2GOP8eijj/p/R44c4V/+y3/Jn/7pnwJw1113sbq6yiOPPOLhvv71r6O15i1veYv/5oEHHiDLqsOo+++/nxtvvJG5ublXjVdxKmfs/Ss22YQBR92iJ4zft2TdBOswr8npvXctmMSWwEVfmPnoBYrDOjpTMIC5dUjv3ev2sCfY3yz6MPaRFbJy1yzc001P7ZC+c9MzkHdBm1B0P7ZKNi9VrP4SLOlq5M6d6u6Aw3m8DKI33z65s0kVTNaynSlh7OPL5HN1t7YY3keYNdZFcPofLpLPxAKuXsKJlC+UAfGmatayEvKaO6xTcvlBw9THL/r33vpJhMkPLCO31VJrinULnvn4os837OtMhKl7l+Cm5sZscU3BzI9foOjW2klh/EPLFNc3vWX09TmzH11suNMWPWH6YxcoThYNOSGvHTD5/pWKp8oxzSeEuZ84T3FA+364ktyxQ//uNW81uu2zYgLmPr5YuVMHcBMHtunftdmwXvMpYfwjSxQzTYPBCAyPNQVmPiPM3LdUjpttvCGkqSxYMdaYmv7IUiOHthFBvXZAOp43+plPwfR9SxQ1/gCh86Yd+jfFeUKsa6cw8aFlHxDPKRyjIH3zDnL7IPoeIJ8X+veuNfMqi5C8ZQtuHjYUULYPeveWAfGCfhqB9O1bNohejSD5fui9b71yA6dSPMnbtymuK2KY1XWKZJXue9abBooC9Q+2yFu8w/KDhuTHNq0h2K2sJKMg+QfbNif4Xoqppbxq76PNzU2eeeYZ//fzzz/Po48+yvz8PCdOnGBhIb7F2ul0OHToEDfeeCMAN998Mx/4wAf4mZ/5GX7rt36LLMv47Gc/yyc/+UnvvvpTP/VT/Kt/9a/49Kc/zc///M/z+OOP87nPfY5/82/+zatFFwTUCynb52ZtKkiqrSM1hK2vLJBu2OVbWNQzKbuvzFgvEipBoQaGtT/eT7IOJphZAvBUl92LpWeSs9C0IdmBnT+ZI10HowyiqxHKXupT/OWkTdUZDFy6bdj9yqzN0iRhI1BkCv29MeuREmilZBe2vzrnA/8ZiXcs0m0TW6ECyRZs3T8XpTRslGDJarDeR2v37yfZDIWINPguFDzJqnDxawetN4TDzZT0GdQkVCl/1Kqw9q0561kRvi4M69+dQVYNSseHRWpJsfrteZKaHBdtWP/uLKyqRt54uaBY+c5cBGPTIAqbj83AkiLyPjLA+YSVR+drgfoEVcDaY3PIkoonooHibIeN3S7KGQXlezUwrH5vFtlsztzsXI9sYqK5dZHB+rMueFz8crDbYbjYs4pdAlpnsPPKuA9i6PtS/gwD3rk+SQE7y30kd+PZNKDqRXLYPj+GDGPcxBiK9YSkqOjptwcLYeeibcc2biWZYMjXU9gORJUpt25yGCz3kCJ4UZZ8M8Vsay/gxLF+ZsjWOrEzmbHt6a0UPZAmf2RCttKNzyWdcl5PMTuqufWTQ76RxlvV4tpJYOCWfEF9OeRbaXAAXgKJwQwSyCtvvgoPQQ8UmNqqADBaQDuDDi738tqrVgoPP/ww73rXu/zfP/dzPwfAT//0T/M7v/M7l1XH5z//eT772c/ynve8B6UUn/jEJ/iN3/gN/35mZoavfvWr/OzP/ix33nkn+/bt4xd/8RdfvTsqWGG5XdB57GVMJ7XXzZWlkhhDZ7n6zpcsJ9kqSHZL9gh3AQx0lqpBDsmcbhvMqvFbTh5GW5fMCKmyJDsgkZdClWGpu4R/LrWlZrIBjLn3Fg8pDN1FfOP1/UwpmhNaFYbu+ToBRhdZXkctrqAGx8o4Oc0+1YsRG+lVvSRgNAyGMB647ta8YRztkh1D8pxqHjYD6YsKefZlpHaYm2wZeDZp4COmzLvdUpINYMPCRIfg2pA+p6pVWqTkgLWqHWs5Guv584OENsssWRRYTjzvODmhcuCJLkmLRZecVRjjcKuEbDIwmO/04py95a/5WgfzbHlLPMR518C3+408v5TNdi4azByVNWpsWsvswYkKZm0TaT00rgyEZNeQPzQeteNddl9M0LsKKaWyd6feNuTfLNvRBnn2ZZiZxByYg6c6FC92420Nsakwi2+ON/ojBniig2y3uCyvg/7muHUHDYwtMcBjXZJCN1g5XTeYh8ZsO440btvquz07bvV2VkD/5bjNCy+BYAb4Tq9UPAHg3BQJM5i/FFSpLMR9Y4Bv96o7f6Ghdx5YH/M7lf6Mzhj0Q2OkJjDcLnP76FUrhbvvvptXE1j1hRdeaDybn5/nd3/3d/eEu/3223nwwQdfLXrtRRt71yAJhZiUlr5EnjuA/XZzx8eBcb7JbVmlakq7KQz8YFUCf7T8rLtZekybnzpDQwV/BO21IkgIU/7e0qdL7oNe5vjXD5GNAnVuBXnhrI0tdbnB+WpoOSXI7BTm7FIVmC1orX4X4lJ4uu2A1m8l+Bc+q3/WMmlb2wvHLPR7l6BvbWi03gWxgA0eNqbVMmz0sUXhuvGtzi9KmLxAPf0yZm6qxle2Eqn1JTJIWsdA/IdxlkKzJ5+5edZ28HupMaqvusM6vWfbXuPnmSy4syCBIvX11cZEBMIVQ/lNpWRUnIRLUbmlOtnTJgech5Knd2W9OPz28hBsKz8CsY8AF/isDKIVegy0pqqbGoeZiWiSN7wLhL1lpxM05Tcj3Qbr8ryFqUcKK9zzyops9Uxo/B3GDxrFKSN6tjCDmauu7e9VKo+hwJp2AqX0xS/VcgRXp6vUSOe3shamkbEebGxXH7hvaxcV96Jh1M7lCPbg3SXrjToSCs92oEuOX8v3RpqJ3kP8fL2BjNqLd0M4p3SMAJ3ExvHppsj3n29BJphTI9kqRDQQYOF4JQpzw3H8JGvps1emYUfC+bKn8dVefPstCq8u5OsuqG0usqbsr8/0SGUQNN1mAwM12KKzMY0qpBoOJMa15ZRqzStRORqaS/KSKz8SmdcoGboeAreRBDvU6k4vF9q6e7mBNc3P/d9t1hNBkw2GK/+sCRn/qWPAEXcs4m0tg+xmyNkl72Y7qkQXY2oM5g7DRhZDbWLXO1Nrq650uh0b9VNC+tQm1B64N3y0o7aaf49K8ziy3rL/4eEghYb17UiBmppwaPiPt+HYZhhEY9/i3WPC92Ub27uwuGJf6RGX62q/1Vexl5IP4cFxlOZyom/DPNeQrHvhBLZAXKI5FI+LE8iGwPodYblHKUp3h5bvgwuqje8jd9zR/R3F2+GFS/ez7fdmnU1hHCmD2hyOcXa/BIaRMa3pWV2ddYUshfGXYy+3/EgoheyIQb9lEKfjxKbjNG/ftcHDagIyO67Rdw7h9HnU489BboPj6Y6g3zYgmyMaLANk12j064eR5xHGusSaf1ALiOcGef8QfdvQWz1uYuiewF27NkBXnak6xgZjq3d0fRO1dAZthq0T0rt3BpOtGCsD7/lgbM7SG6H9xHo5mTcNmgHU2iZv+ayYEPSdQ+vhU1OCobdFhO+kUNya+fcmgMmvK8gXtM2cFcJMgb4p926c4KxQIb++iL11QpjXFJFnlnPf1Nfn6J2LqCefh6w6nSxmbcrWMHqsdcW0Afna0lcWBwzFycILf+P5UNCvyW3WuJoJX+wzFEfiW+pyYRXOLWLUmr0kV97k9mVMU+yvLHCHm+4I+QndSm+D5YX6ilh3bHA7U3OlrVvTldAqA9UdM5aHa58WMwQB8QIlm0DugvU5S78s+Tzo6TpDW5fg7IiBtXXk9HkYVp4C+QJxvCbfH8gPVkrFuXS7dvLJGkDp/uwC4jk54RRIvgC6HhCvnPM2WF8858VAtmDnQ31i2YB4FR29QlfWA6qoeeFBGRBvvlL6RmxAPZMI2bygg7zoexp7QfmRUApVMTHTiyDl0rt1zzgxMNm3iViS4NA5Nf52czRZE5DUco1f8jlhn+rSCiXaS5SeID0TW3ICKBusz9RdIRyqfe1dX52QKY7OsfuPr0XP9WkV0EnTEjUJdOaHvp1q6Rl/GLl3dqB7YICJHUKabQbWpu5C78hOBON6Y1ruDgDoScPUTesRjBhACb1T2/+f9t48ypKjOvD+RWa+pfa9q3pftO8IAaIRCNm0kYSwQGJsPswYj8H22BZnPIaPo+F4xoyZOZYOnAN/zGB7zowHf9/BgzDD9iEJkBBCAiQBaqsRklCru9Xqvaq7qrr2qvdeZt7vj8iIjMj3qtXNgCW13z0qdVVmxnbjxr03bty4l2juMGrJP2iWPqH74lnSyNHU0HjvPH8R1SJQHQNpVqZwwSuEnkvmkEv7SS/YrHebph/DCb2Xzlq8mTlII+i7/CQMNrukljat0HPJnF51jkKRdsDo648jvakOiOcIn+o5S3RfNmfHrgRk4xri121j7a9MI9VmpaFvcImey+Zy4ZM9T3pg3a8dI2mVdEtBY6x5K5sMCGtvOkrcZcbZSisulOmC0bceI+lzdg0ZlC9azgPiOcXiflh30xGS3uLuS9H9mln6zi+ErUmFpF9Yd9MRGucN6xwLWeIjUdDz+hkqV/jBBSELiHfTUeuSqswSDRVd18wQXbLchJdkOGX4xgmdK9wdUAC9b5omvHC56ZwmHk3pu2GSxN4n0vOUhoqe607CefUmPCbrU/pvOFHI66wF8tCOE6htzWXSzTEDN57Qiqc9t9T8pP/6E6Tb4vy+zC/L++gVB6lQOqLgqDnUzLeBQSzw/Q5K5rEzsaWDCg5VkOEKMjxgt8NBQ5DvVSmZ7Vr2vcIJiCd4h4lBIwu8V9iCAqSHS7Czkh9aZZpiuCzIA11ETn9NsbShCJ6OoMNfjGENgqeK4R9ziJZ1QDzX7hstCvE3e4hSKTAXv7DnXjov1L/R5wXRa0luzsPSSaF+jy7j1ysEK4WOmv5OwMJX84B4trpUaDzYSzAeI8FJm3kNIDyiWPiaLuPa+4NEWLmvj6BVQLxDIYtHhghjX2lQMSzcPaRdSPtDb1EF+yLmXxi2AfGM3SOsC3NfHSFMs2cOJE90sPBUjw6Il2Woo7eTcAHG71pPtFAn+NkLyGCu4tZ2diFH+7UXi2kpCAgX4egPthGcK56WDjAz3k3yPb8MQDQDx/7XhizgWt5tU7ZyUKEcgSFKEU2KE0QPe07mgz/70Zxw/K71RCs5XszxQOMfOxETEE/ljCw6qTj6+Y22nfyAVFh8uJ/lPYvNAfGm4NhdWRnHI0oJLDw4gFpYcRicpofoeMD4F9brwHuuQpcIS98eQNVTAo/BK6IJmPrfY4RLPt5UIszfN4SKIVDz3rvoWMDcl0cIa2a9Z/SYCgvfHCSogxIncjNCeChg5mtrrAu2OYcIGsLJr4+g6s1noOHzITMza3SsK+d5EAuzd48QrGDjlLWKedUKzv6dQsGUY2yaTXb64k6h+Lje0JmtFhytwDDxDMT5u6jt2MozYnK/c7/NK/PrbmUvb/rOMOjVDo/t1lfs9y3rKiqMxk5pyqcOoXnftW7W9nm1s5FCQTscwYso6trxg0RgqL8plESxjPcuaR0MjiwMgGndNTs1Bd6zYxGbkN2GT8l+VwmWEeYFQKU6eiWpEBwYJzg0odsW0UHvyiWd5MfJWBfE5InfjYA7coLw6ecJF2JPc7V4S5wyhT6Hy9Kk1br48b7PbtNGCz7emumrWYGIlpwyKv/HC4hnzioyF2y3HVc4hyt5IEHbYoDftwLN6iB6hfFnay9aEIypxSuznM2ptw4dHBTwJkoRLhaC9ZHTjQk+6IanMHXp8fimpaAhlOYdesssCygIF7I5LfKBBlk7NEE0l7WzCm9bDc76nYLac4ggKHtr1PzetGzmMjVlcQX17AG8w9BaAzU9hyyu6Fy2xixUb2BOkYMD4zYPrGCtBE3tImi3V9AZv5494H1XlA327yzWvkoF9h+FMPAPsmmeexGBur6tpKZmdX9b1V38O8s3a9wQi0lr3DK23TS1Wrsan0LNLTa14bZj38062/yFZcJnDzTV3aoeJcCKxqOamUdleMQp586zxW+Ge5WmBHsPa28X9xtXuJu2RWywMXVixs5fU58K5VnM8FiPUc8dRCnHgUGB2n2QIqjEweOxSZiZ998vLOvoo3sO5cxTgZrNwjcv1wiePZgLt6xcK1GpGjHm/Cg4OIFMTDfTa6GsAn3Ybf4+qXG/GnhzlwpkLsTqxElbz2o0YsGszXpM8NxBUGp1mjfP4wSVnTkFRyZhas6re1U+UMvWyNJK0/ysul7qcU4zBydgYsoTIsW+2rIGj/OLqN0H7Deum7SnHAIs61v5Kk0JMj7QcoEUxxbXmj9oAUrO5NLBKwjm5ubo6+vjOt5BpF4syXob2tCGNpzdEEuD7/I1ZmdnvdhwRTj7zUdtaEMb2tCG04a2UGhDG9rQhjZYaAuFNrShDW1og4Wz/qBZOiqIKp36tM1AvYFKUn3Jw6REbHXK6daRpqjsYEoqJQhOU87W6rmnRRTqA+rV+tiIIQp1O8attVq2B+FNp2WFetRKHUT8dl7sJCmOUY1Ee0BUy7Q8xSrWI6LbAqQc6bsdp9NWI87jF4UBlEut62/1LMOjRAGUTlHOhSRBZRedTolHD7KxCUgphMi9PGE/cT4XXW9GUxqPq8R6Oh08gr6oF5zClaQV/WblVK3RjFuAJKffVee6FV5qDXuIa+kqHwDEaSFgojO2msFj1PqbVmBoRKmsj6cBp6LHIk5c5wKzXop4NNAKH/+HfMCbm9XaMLAa/Z4KFEiiYPVkgBbOeqGQXnkeaakjuxymbEwS6wXkQPCzF+DEDPR2kVx+bvPSU5AGKnd5VMDMAuGTewGFXLQF6e3yinixcTJGIQjhrr3Wm4juDtJLt2nCyAJn5V4vaKEQBqi9hwnGp5EwyC7rlDPXuNxTwbpFmjsEcUrwj8+iluvIumEdJdaOp0XuaPPq0ARq/zGkXCK98gJv8XoX9lw81hsEO59FNRJky1pk7VA+hiIubGFQew6jjk7qP/q6SS7bln9S6F4W5UWPW4TwiT0wv4SMDJCev1HjIU0Jnj+KjA0iPZ22j6bfwfg0avdBJApJX3VefunJHY+jDAigGokeW62BbFiDbBz18X5iRs/dQA9qYhoZ6UdKEeFP98H0PFIpk776/ByPjjtKk9xbqeu24hTZtp50dEC3/7MXdL1jQ9prpRx5winYfRAmpjU9XXGepjWVeTPtO6LjVg31erhQc0uEu/ZoJqgU6TnrYajPftNSLgsEP90HJ7VXlIwOIues1y/TVNN5knpMzrZXj/XY6jGycQ2yYQ0vBqIgeP4o6tBxpFomffUF2uOGvI8tGehyjeAfd2tBec4GZKQ/n884Idh7hHR0AOnvQa3UoFrRNLVzt74U2dNJcsV5OR9opXyZv+cWCX+yR6Pgoi3QW7gv5LoiSv44/MkemF1EhvqQCzfnL8y6TsntOdlzdWIG9cwLmg9cdk6e1c6FQl9FgSwuwo9Xx7OBs14oEIVIFOSMKQgyhgJuEC4BR2NUKPOdmRjzOwpzu0UCUKGjEQQBBIEfJjcTApAzatdvWLo7SM9Zj5RLuFQjoG8spwKh1gaUq50GCiITl0EXNa5sOn6L6PL2g6y+MLRhH7Qf9CpxUVztIxtX7tPpBhUkD3vgakdKQZC7zLr91AWzv1OxWo/5Rpl6zGIy7ZxcIDh6Ajl/E2TjcNtTQaAFYi1FLdeQOIEw1ILEcnzljy0MEBs9Vzx85Tl/0bfbHfogCPI/05Tg2JRWGkqRZl7dnaiKo3UrdF9ChxbxSMHHtzNneqegkN4upKsDJNUCoqdLMxIrwOwEae3d0FgYwAWb8vfOUHDoV8aGoL9Xf28LS8FF0iwep79K6TW2XCd45gWNh4u2eHXbz926g8D7xvajoDwog3OLx7yc3aS1CgjprU2lcZ8VkjDQd0JCRTBxErX3sKarnk6fzh26t/dR3ICaRqlyXbazca0WcNOUU/g0JZnC4EUVCFouTm+MUgoLQlHyubJrTlCnGebirBcKErr5Sh1CL+BaMzZvD58hVWWJccxUiEc0/rY/e+yE2s5XFHnsEfd2ancHVCs21k7WUf1vqjV9NTGt48oX1KF88Zi0jLnw0f2Qpv7Zd5nO7fY7j40izYxKue25sXgciVQA8YRHQXUxa2FqBjU126JssUqV/adOGbpdSSYMh/qgryd7lr0r3jK2Y8oFnKnD+oc3YoLnjyD9PbSMByUZg7los35YKZFeeR5UKk3fURCkypiYpFCnO3AzZ4Ei3bYOs5OUjaNIlpNCHT6e7UDy/hlasNUEzjoIWjArBawZgFJo59jHq1tvAY31Bmp6PtNYRfv5N2Kolr0Lhzr88ynAaMIC1GOkEuUKR6spd3agAGp2EeJER89tESXVojfFBtxTAlIuofq6YHpO+/0XlJQcB2JDhzQHu1NeGTG48qfB1qO/Ud4zlUUVaNpRF3YYLenD/BnkmRrd/jXlZT8FnP0HzakOJpVeu0JaypCfEWgaKuLXNmisJWfiGTTGgNfX8sBZWZyhNFTEr2vQWIOdRFtmHSSvadhYPnbyQ0hfVyMeknzyM1CzCwS7ntPmAEP8CiSC5HV1YrWI2ncENTmTl4kg3pbZc8H2IakoktfU/ZSXzuJPqsrekNQCQActS65qkHQp1PyS/ikSssIRAlnO68tjHfDMfdeK+DPcJR2QXtEgzVJe2jLzywVhbMrqWD3JpTFpmDGxvm7SizYj5Yj4wtbB7eI+SNfPwtETsLzihSxOLoxJBvGYhZIsuN2Fcc6QDOpCkK2LsDyrL5GZeROIhyE5P8mVjnIZKiVd5tVBy/hCyTCkW7M0jPWY4On9MLOg80Bf0iAxgdWcPiQjQrI1tULSpIBNNgyRvK5K0oG+SLfipBntTEnWisZrZvc3gerirSlppZnHCtBoSoWZBXbblgfRK16mAlAnThI8/TzECekV5xK/9gIal3aQlpR3Yx+EuJ+WAfF0sD4dfE5NzhLseg61qC9bxUOQ9jUL5LSsaKwHQlBpijo2RXBUz1M8RMs5SEtKr22zDuKE4MgJ0tFBktEy0l/xtX4R0ggb3K4pv3mfcoJJ5sOSkg5I5+YuMdDoVza4nd83iAt9lkDnCI97FWk5/9u+L2HTkbrto3T61dWCTZ4Kzn6hYKChrDBwt4HGJlyUonZXYIjaVQTCtDXmQoFyaoOG2QWkICin2Dx/riBZU6V+7kiu9WVCQwIIemJkpIf00q3IyEC+1QwE1ZXmVRnhE0A0WEec8yqPgEJFE+cGorEaaSSoA8cIXji2KpO2mmYJog01LWQTZ9fVQpuz5xtlqG5eIjXn90aTG+zVh4BumezftBuq2xYRRwmWQOmAeJuWYaA5uJ30CdXXhiRXneeZAiRQdJyziAymOQoEWFwhnDpM15ZZmzTdhNqWSNH5mpTGW84lvWBTbh5ToIZiOs5ZyBd9Nt9pSdFz4SzSK76Gq0CtbdB5wUKeVD47Q0rLMHTFNNKbNgU8i9bX6LzAv9EsSke/HHntJNKHtpdvHrOaZ2ffCtULF+DwcR2aJdXZxNIOGLhmkrTLmIT8XUoymu9WbXTbThh+0wmSrhwvTTjvqCIbR/VOIQxJBssM/8oEiRvZNE4gSYnOq1GqGk08H2zSA2vfepSkB6SnU4f6qJR0QLyr5ug9Lw+IJ1n/kgEYvmGcuEuBUsi560nP3wSBouvqWcqX53md1YmTkArJkLDmTYdIqplGHiewUkfShK7fKqF+c03h3EeRjMDI28dJusj5AUCgqL5xFnVRrWnNJGtS+n/9eM78DU8IFf1vmSS4qNZ0vhavF3puniKpBvnOWgQJoe/GE8hFjSalMt6c0n3zZJ5fPHuXlBXdb5/SAfHIed3pwFlvPlIiRJPARAk1NU060p9dC89imvy4ZANVuVpANKFgooq1ypuJSBXqsQoBOnObi+joiIL5bAtNLmhUDHw/T43nxjwv1SKSwRHL3A0xhDVBvtOpg+gN9Prmh7oifKoENuyPXtzhCsj93ZScjE0uRItpbnrJzAtBDdJv9ui+nbdRhzkKApq2rximoGPHpN/s9oLbaWZdQL7Z9QSKaBZqd/cTplizmhIhHegmGO7PD5qz4SAQjStq9/R7uaiVALEQP9CjUycWIDqkWDnST5Bpo5KmKKUIYlj5Vn9T6kQ1PYf62UmWVwYJunzpFtSFxbsHdRC9km9SCPaUWNnbr00RStlFF64Ic//fiM0H7gog9UyZ5ec6NC2VItILN4NSREvC5BfHCBOfNgDSJ6ssnygEtxMhXIQTX1yrYyaZ8N3Z68WJTpLv9RJ0ZibCDN/hgjDzv0eJav44DV7L+xVYjVxPQjQrTH9hjGhFNAMNgjzXgallsAfZNGYZXzQnTH9hrQ68J4CkOpRLpUyixmgsZQHx3PV2Ujj2+Q1Ey4JUy8imMUwI88WH+wj3zBPihMQQiCaFqS+s1WlwlYIoQoV6HpYe7IelGiXbx14IFNG+JWa+MUe0bR76uqFa1lkAo5D5BxVBPc/rbA58ouOKE/97LVEh6KqKhZUH+7Ic0XXvXTieBbdbLvCCRJi9bxhVhyh1Un8KREcD5u4ZtgELlaBNyCLM3DdCsKzn3qWP8HDI/LeGiQo5ycO6MH/fIOGiEzr7NDcNZ71QAPSCnFtC7T2MKpeQgZ7cximtg0m1YqoSKB13JgyRjvIpsbya/a5VBjattWXlQlCJcnYZypqIvBrFbSMXTkKWVAaHsFr2o1lAGW+RVvZmE+nRPkr1C6vFC02aj2H8Rgj4we0MsSoo7tJcS0FTgDSt5bpBBd06vfJpSvCzA9DdgWwaI0j8vATGvCLb1qHKvuuhxnnB08xl8Kl/7uJFZI2dTGjeWPCDzrlRV+eWNcPtKKPc8/qF5azfuelCTc3pWE9b13mmDmtiSrPgaUN9yFDeNyUQ1AS1XNfeQd0duIMIEsnzADmH7OGKQBwTPLVfe5SNDvqId4jTnAGEhhkGoCQgHRuEMNT5qG3At7xxE0TPHIq6iWTCmqDykF05vSU6uJx96IwlXBZwA9WF+jBWVSowPAyd1fxwOgr1xm2ZjMEXRpcI0bwepxv9WImOMtzKbBrEQjDjPzM8JZo3NJ2jQJRCxTqasHEWEdC0IFmOd0OD7pytCMGkWEXKhqEXnX/erPFi8L9TwVlvPjI2OOnrIr3iXKS/G4sdg9wWyNaFfb6v4oTguUOoF4417Sz0B6cQBIZpFzwABDzmqInS0YzddlrUbw4UvX7aHUfxY6fR7Jc8H4PLXAqM2jIKclNbUaB49ea/W2J0/naZd8uIrqa9ND//USKok3OoxZWsHlYl8vwcIYC+LqS709brCZwkJTh8ArXnMMHO3bmLsHnvHZIXulgQLurEjD7kzMarjBJYFELFsqCjpu49QvD8kWZhV4gCK4BqxP6dlVZk59JD5ncPGU5fOEaw9xAqac75sFqGMglDpK8b6aw2CbtTtW3+kJF+GOg5RSG/SMvIwcVqiz9uv4sKnXH6iEJt6ipFWGXKobeiJm54gMo0dvcQXvOWrKy7kVPKmiLt38bbT+V/F3mB5+0mft/cM08PJwGeAHXH4IbIb5UBbjU463cKKhFUINojpbtDMxmUdoUkl95AgRhEM2lP+w1Iz9tgbY5S0BZVKpn5xVRmJlEVpLWjIeUN2tnW20bxCMFoAm7BnKGK84EhLGn29vAEk1jiwyHelqvdWaTW+wiHuafSZFLwijtCynhZnVZs96w7CoEkJdh/DOmsQlcVRgYKF6aaBYwCZP0aq0FbzbDYTJxoN0zHHKW/X11weXSxUifYexjZsg7GBrVTwOwCbF2Xf19voGbmkeF+b7FLoFAB+n5Adl7SjITs26z/MjaovdGcrG9NfTIws0DwzH59R2XzWq2Bbl2LJKl20Wyas7wST4AqhWxZCy0VTkPbruuvX9+pvIjcXVaeyW4V+mgk+mC9u8Mp7+YcX40MpcX6yX9vZRkw5ZT46zifP2ftOPPmZS4UwDEzu16O/n0fsQqi61Hol3Vwacql5PmqVREXufLb3ikUIC0pGv3eDCCR3p41+hVJJT9gNJBUAxoDOTFYSd/dQbymQhrXCX+6FzW/5JRRmeePk54w1RSkPQHI6nP6FpFlgbIcUH8TKho9QZ55zdFQtExraHPY0UlUPcHcwEy6XO3Fp4Jco3AO2ANF3KmsZ4XVhIplXQ0y8yaygkm1aEsVyip0OxYnpwBnoekUkUAYkF60BVk3jDo6SVpbRALx03FmAtnMp60r67vx3rAQKNIta0nOXUdj+wVak/W6pnKPLVejnF9ClOQZsjoqpJedm7kNQ9pYhvlFcDRxKUWkA925N4jKhbMoSAY7rLOB2wcJtdeQTfRuDIOBIin7aT2tiqCyuZ5d0JewyiVYrqEOjusUtNUydFSbhIjrtopTl85I52ukrUwm7qPUeOC5ptlWWj14tJiPMysSp6jxaSuwVSMm2HPIzrv1CGrRb79/5J53oYMwTxNvHpdV7KJCO1aRMg3mHfDS8RZx4OChGFrb3aGbzI3ujmm1Hau/4/BNRQVyPi34ZyEU4vUp1Rtm9Kl+lmdVJTrNXeXXZkm2ZPHdnTLJpoTqr814Ll2itItX941TpIML2p3SbCWBxtaUYMdCU2rLtKTo/PVp4o3NhxfhlhqdO05mLnJa2xKlmVHpphkaozQxaNKUZOkE6tikFgwz8ygg6YDKO07SGGo9+43uoLDwtRCr3nKSxoBDxALNdv68D3EvVG+dJu4tEKqrwdiNjxYa8QD0/cZx4j7lLRozVhdMNfH6lM53TpImWc7pahl6Oolfcz7V9wnJuXVPu0eEYHqCjquPazdPF2UlRc/Nk8i5Tj6JIEDWDpG8ZYTed8/Z/MD2mkgZet95gnhr6jEzqZaRi2L63n6CNMoedlU1o64qBv9viG/Yqi8kmqEFCnlVg47rZyzDNIs+6VAM/MYE8Vgu9A1U1k7R+ZYZT4NWQNylGPgXEyRDDtMxXRlbouNKnVs8eO6gDlkyOUsaL9J/yzHioeY5EwW1TVIQ5pD0KXrfdZwkmSc4MJG75XrgK1xxj6LnlkmrVJm6BJDL64Sd2alovaFvYc8ukPRC1zsnfXdqgLlFoqOHCDuyXAhhoA+1g4B4ELpvnsq8j/L2RYHavkJ6ScOrSonOj1x920ymCDldb8TI3Di1dYkvtJR2P+68cdp3I82ETLB9meS85oOIxgiUdsxp2nYEiARQetMiyTmJt64VEI8I6o1LuSLompm2rxBvSJuEQzwGbF+2dGjWdhpp1/l4jRn7aW4T+GdgPpJAER0JWLmnn2gl9bapKhVq9/URrRS2fEB0IGDleL/1IjEX0sI6LNwzRHhsHvq7bTwbBZSeD0gWuogyGpFQaXtxQ1j8xqCT0jDXOJJDFWoP9RN5Wa90hqzGfX2U5vPdrQGVQmm5g/RSfXgnvV3ZQZmw8s0BotnWuCgtCpjwF6nWOaNFWL6vX5dRILS42OQwDiU6C9TStweIFvKXolSTKSI//BbCOcXMt0cIF/O6DC5UIauWPbA9EbDw/5Wo/HgP6cVbtYspoKISi48NEMyJNiGt1DWO6g3U3mnqd68h6BMPcSoWZh8ZJJhtoQcdjZhZGrLzZttvwMz3hwimA8Bx7yhFpIfLzMwNZWk3s3aULnPiB6Oo+ewE3hla+kKZxekqoeu1pSCow/QjwwQnzZYkh+XlAdKne/w0pgJBDaZ3DhHM5yqn6ffyXIX6kSGi9TrelTlTkcFOTj6ZEsyTM89cPhFOK8sR7Pwsw9xP+wkPTaCOzyOjg6jKqfOTBDWYf65He8vYedb/xidKpI0ASFDTc/p+ThgSLi+w3B0Q1HL6RAEDPdTWn486foKImnZT7ctCSNQVS0c6tXdfAeKpEsw1M0LVUKxMVAka4BKIWlwh2jONVP1zDyWgalCbrKIS8mgF2Q40WQiRWvMOSyWQLGUJt6xJRyMjWQ6g7ggyUyYFSRxHEdHrIw2UvtgstDBnis4z77SjQ/koVCnNd7mFncmp4KwXCko0Uw4arV4qSnNikeaeLQQ1IaiT2+McjIbzAr09pBd3aTOBqS5GeykkifbLzoKLKRGiGcG4BrrrPqjp3LkGXLt+dDInJNNf0NoSg/3QWfHssYiiNJUfHuOX1rsj+0f+rHQCiu61rUGbEYJYKI9j+/liNyWVgGoIwRFdJg+ZoPvalDdZAbMLhI0KoepCNoxCVzVnVKlQGif3Ysl6Ih1l0svPc27l5vWpFEpHtBux35YiXBDC+eZVo1KhdLgokjWE86BmnTIOPqMDzcwdgegkMJ+bfJRd6ELwfIsyQDgdoMpOKIqMToNYCHaHLcvIYkg4HiGb13ohV5Qogt0BNphHYWdXmk2RQbx3YU3gmRJsWEc6Gts4UU1tOuMJ6gJPlnHpwzCy6KhC6gGKRJvbujuQni7CvYeQxzoJRupa0DshKoKlDtREpj7HCcGzB0g3jhLRhfy4SujgwPQj2h3CUrMCEM0J/LgYQQDS/m7UFecRBn7ICFEQzkH6SAdBIFZTN/cF1JPlluaWaBrkBx0ECq8tlQrp4x3ZlSVf0EcngMmqc3Ygdq55tEqpxfqMxhXMVgkQawVBMk+/H1Rs/EQJVAtKaQ3/LMxHpJkkDY1tNJ+glgfNmRbQdHCD8x6aDgXNIVLw/FGCn+5D1Rqtt21GOJDbEj0PIGUklDGzOG0W+1DkPcpoEtmP274de36GIqqZWIpMvtUZhb9zcfLkvhiIywxb1UaWcvEQ6vAJ7S2yfljHGhJOLbgEpBI198M9hDSoAW8O/MP21t3yxuDcbs6N+U2f5fMUJ1DL0ii643BR3Wih8mYftbIpF23Xrdq2ZjxXw8zmvKm+7H++Z1X2bxhkSk4rcGzfRe865dONN94g0OFIyhHJhVuQsSGCn72AOjDut13s5MIyyqQ5LcKpFJSCouA+UOBHKXWLOXdwjKbuneUUvPdsWwbn5vdsjazqGWj0D5XxqiA/y/S+UYVy5tdUfEVJOR+crkTgn4NQWK4TPLNfuzKaBNqpu5IzKCJN+S+sFCZn/sUFYL0KBnt11MMoxMZKMXGMCjZZhcvEdXvGDTX/l+bDWWW2mVi3W9czImc6PpNz63Q7kZ8B+GOx4yUXkO6BmLV5tqBzy8hcpml3XqbuFtRaikgv3oJsXINr43frtcjzh6Gjwj53SEe7LfS/OKd2Pp3HqzKwVkLZWbyA54Zoi5jqojAPw+xMt939TM8R7Nrj5T52+9TKC8r7uxH7ZVXeF88jyNCAKe/ipuDNZMbU1Gd3XPlIcwHgotCZ+2b30my9KKWDtUWRjkDbdA+iUEYEdXKeprM2fGG9uqNFoW9+d1p8k/fTO3ez/KCF0ugyb4cQWsadAqw3n52nvAFf+Ohvm/rszqOj/BV3HacDZ735yDKVwDC0XFMzGri1X7oeNqa4mfhUvIshKsULv+C1N9wHg70O49MEqdJm9d5vx1+kZusvLRar12TSPOEvGvzKYcoe8xDyQ29bV/63q/k17aKKTNqMyZ2DTCi5PtRFkADo7rCCyxVKuj6lDzxX82JSudKVV0r+sEW0SAGCyRk9BWv6m+t0AqypmXmkPoxUSlnkW4NA8vAdRcFlF3ZB1pixdVZ1QLpyySa298q7Con7zDCcpZp21TTFsiB6dnyqUNY8K9KNG+EXyJWAnFZaXvYs1AGqKTaYdrVu/t67xzPcnzPOViRcipDzN+mzvBej8eaW8NaY12nnk8IL45Ka7xDyv1fTwHMTqXNBtjBv7hpVOF5XKfYCozV3Ct45Q8uhURDizliLAvFUcPbvFKpl6r+6FbkhzU7oVa69Bork9XXq67DeEQYa6wV5Q83xFDGCAXjDivUKchdQYz0kV2WHF4K98JKUFfHr61mArMJFsdGU+IpGPpmZoErLCq5ZIe5vXiCqJMTn5IzDlE0qinR7LfPgaCacpJqbqYw7ZFJRpFfVvRgtxZ1U0cyTdCriqxqkbhh3v4gHAqSdCrmy5ngaZWcfAbkHj2kv1T9xPyRXNJz3uR98fFFCPOyUyf6NRwLid42RjvZnD7LkPQGklzR0EL1CP+MhSC+sw/gk6ugJ69EkAcSXxMR9+MxibpGkuoBcVPc0P5WKdt+8vJ4HY3PaiscgPSfxTA+gx5++RhFfvFaHQXYgGUtJtiaIuaSUlU1LivSSBklHdsjZ26UVEUB1JcQbsjEYBhanyOwsybmxDUro3ZdAz2tR8UhLkJwTO/G0zG1790OjjepfJVLEW1IdMJFc+QJIhqCVcTwtZ2VKmi49D5thSPuc1nq7oKOsA+JtzJU1g1dREK+BeKBAVyJZEL2sTKZ46R9FYyQLLudJbaXLjObCzvZDKRrD6ECGbhlBB8QbLjzP+tAY1GuxuPtPS9pF3tvVZT9xPxafXpmKotGX8xU3NlLcp2zQyjOBs18oCJAo0qXQkbL6Gr0okHqQm5XMCllaIZhZQhr55S/Ppmu1Rt9cYL5D9Km/OL7aSofEzwSJQwyBoEycnmzbZ8wQQeY94IZ4sFDyubAohYSKsCfWUSNbbp9dNTHrfwThcAM51Z7R6bMSvUMKRxo6Iqhzh6PZZmvGqJASVNct5+52phNKIVFx5egf6YTy+pXcg8IxU0Tra0hf846LbqG6aVnjvtbQyWCmZpFIUd20DD2+KyAAvSnVLSukF2/28gBIqChvXEG6fY1QxoZgWzfVjcvWXm/t+yF0nbOAmDhKztCCkQblTcsWjwbSMvReOEvaXbjFCkRjdapbl7wySiCtQv8VJ0m783bM/FZ7alS2Lnu7OjU9R/jsQfrHxkk6aQalownbcWSPkx4YfsMkadX7tMUWA6sBJ13Qf80USXfeX9D9Cy9YoVRpPjtJeoXhXzlO2pkrU8bkVHnVApUt+X0gg/OkXxj61eMkHc5OCL1+Ol4zR3hBc5qxZFgY3HHClrEQQMfr51Dn+zGMECEZFvqunyTpCBymKxBA35unCS5Y8eZMIcSjKd3XT+m7MY5ZKI0UPW+ZRs7LlUfzT7xJ6LphOr//kvGctKTou3GS9JxGE4NPt8T03Dil15WzK00j6L/pOOkWB9erKG1FOPvNR2lCaTyBiRAk9rd+saL0QwVkl4xMroFag9IT08jsOpAsymA2QUFd4HslSmQhDZzLU+UDKXJcCJ5/gXR0APq1e1sQQ/BQCGk2QY77a3AkgMdCPL86pXRAvPsrRCrJzS0mfENDET2tkI48oJYSIWqA3FslInZU59S2FS3ESD22DEQJRLMCdztlzOJ2XWSTFILELu5oBuSeChEOg1V4l7VIUv03ChXroIS1r/UQSWxkgRaugSJccswlIla7Lx2G+EgnYTYHZOa3INa4KSU5Hk256HmovdBDkMT6WWcVFYYEyzG1u7soHZnUYbDt2BKivQH1fV16ix+i2xftXpr+v3VKqgE9WYhMgCgk3K2oPddNkM2pSvTraGqRxf+nRNSZ0YVj4w5+EhI/XUKliX0GEM3C/BcHKaUZ/pIcr+kTZZIjXXmZDKJpmPn8MCXH1GToY3m8g+ShKgpnN9nXjVywldnvdVBK45xukuyOjkD1hQR6Y33bP9aeRtGkYurvR4jqsdVcvc5n7UqSt1WagrnPD1Kq+QxJKZDHyjQWIxS6HTPX0QnF1OfWEK3EefVKL4vGdzpJnu8gZF7X00ggEKJjcPJ/jRAt5+2obCwr93UTLOTmNNJU08dhjbdo2eEFmZml9o1ulLNeEIFGQnRIMfeFQcKlfP2a5Tr/9X5UAkHitBWnlA4Ki1/qJ1xKcjOaaF6w+PV+ghgkzW2SKhWifcLS0T49HmdZqQbMfm2QoIaNNmsg2KuYn+6ntOzyDwhjmP3aEMGixrECm/L2xUDJqTKWvIJhbm6Ovr4+3lz9DSJ1ar9qC41Y59MFHc75dPKspmmeLzXLnqbqsXYbLa0uc1W9ob2iXuS7VftXKWmb8WnMns2JG4WnnxM3TrKcuCCt8tS2ApE8T20pzHMLvxi44wrUql4grcDEADpdPLoxgyDD4yls06re0Ad7pQhVPw08Gg8i05d6I0+e8nPh0XfPPCUYPAYqo8XTgFQ0LeLQvIhmoqeaPzMuODMaFk4Pj0X4P6bH08ejpakzocUiHzjNLGcGj2eEwyRFZXT2YvTrQpw2eKj2RWZnZ+ntbZFsIoOzfqegVuqo07214ZZzsy+ddpn8MoRKUkjqp/j6zL5rKldrdfHiRcrEiX+IeTog2OTnZ9RWI9Fxas60XCp+wpjTLfdLxKNCrDspnCYei335ufEYw5lOdSo/X1tFmj/N+fu5cf9PSo9njsefmxbrP8fa/CfgA0pO79szFgoPP/wwn/zkJ9m5cyfHjh3jK1/5Cu985zu9b372s59x++2389BDDxHHMRdffDFf+tKX2LRpEwArKyt8+MMf5q677qJWq3H99dfzV3/1V4yOjto6Dh48yB/90R/x4IMP0t3dze/8zu9wxx13EEVn1uV08xhpULZ26tzLQDnbxOzRiZOoxRUdxmB00JfAqwnjlbrOzwuk64a1ZuHY9lbzdFDHJnUS+K4OGO737yKIU9btwtQcam5Ra4Jrh5uS07S06aeCOnJCB33r70ZaRaqUQhlAzSygTs7rsALrR05Py4oT3VYq2iXXJLlpcSTigpqctTGkpKOCjA227tdKXY+jywRDE9TRKa3N93Rqr6/VzjWcutT8EmoyS6qzfkRrxG4f0zTLueHU4+JxoEdH2y3MjwfG/DE+rfNFR6Fuq6hBJmkht7UWqOroCb2THOnX4y22U8SNgJqcQS0sI5WSTlKzmgbp9rvWIDg2qTX33k59b8ClW5cW3T5m4wJ07ughR/M8FV6SVOMxSbXrtrmd3GpMznN1cg41u4iUQmTdSPPYWqwXGjHBkUmt9Y/069S3corvQc/z0UlUI9Z8YO1QM9226l+tjjJ8YO2Qdj8u0l+L9a3Gp1ArdaSrQ0eSpfBdC1CLyzoqr1Kk64ehyBOL7Zg/6ytwuHWdLpyxUFhcXOSKK67g/e9/P7feemvT+3379vHGN76RD3zgA/zFX/wFvb29PP3001Sr+UnVn/7pn3LPPffwxS9+kb6+Pj74wQ9y66238oMf/ACAJEm46aabGBsb45FHHuHYsWO8733vo1Qq8Zd/+Zdn1F/ZPErS2UHco2OSe/mTEeIBRbCkY8arpRVYXIGOCvFF60g7FdGMH75ZFMT9inBR39xUJxdgfApQJFuGSdZ0UZothq4W4r68DOgw0NQaJEOdJFesI5r3XUNF6UO+cJE8xnucoOYWtafEeaOEquy5voGQdCvCRcmTv8QJ6vhJHda5v1tHujS9CrRgTDoV4Qqeu2DwwjHtCx6FOtaM4xUjgY69Ey2Su2SKEByayN1Vh/uQddo9yBy0JR1ZzHpzicdES6038sCCnZUsmqd+n5azHABJSvDkPh2j5oJNxL0lgoYQTc2BEQpb9A3etKx0DgBwDiB1jCHVgPDQJGpyVl+e2jiKVEuklazM3CLB/qM6g1eSImkC/T2oeoyamNZ4HOghOWctKH1TPr+Frv9NK0rfhhchnFvUrqJRSLJtDKmE+rxIn9ZafCVVRZDF/1fLdYLxKVSakIz1I2ODqASKG96krAgaThTNlTosLCMdZZJz1hKkPvcyXkth3eBG6bzGx6ZAiY7U2t+sNKSR0rdqJa8nnF2wLrDS20m61dCVxoGEys/KZ/oQx4QTOsCdDPaSblpj6VeC7LwoyLmacckO9qa6r6UI2axjHxnvIS8fs8ppVC3WkGNT+ib/mgF9zme+ycJZuREEJFCoRkJ4YkabASvljKayswcnt4bLD5SAzC4QjmuhIOuGobdLl0tzjznjzmvdftPsvsVKHbqrNgptjixnPC69HD+JOjGjlZoNa5DOio9n054pbn5ZWDgtoXDG3kc33ngj//k//2duueWWlu//7M/+jLe97W184hOf4Morr+Scc87h5ptvZs0aHZlpdnaWv/3bv+VTn/oUv/qrv8pVV13FZz/7WR555BEee+wxAO677z6eeeYZPve5z/GqV72KG2+8kf/0n/4Tn/nMZ6jXz3yLFW9I6dxx0gY8A82Y0pKi860nSTZkB3yurXlrTO+vTeloqo4/flpWVN46Q7zOONFn36Nd9yq/MmdzCtsyFUX1xpPEY9Lk1hZuqhFdN+/7h4tmYN3vmCIe0X+Ls7MJykJ6eaNwY1FQUycZuOIFGkN+nw00ugJPWKlUR2+t3jpNox/nEl0LFcVhCHG/ou/WE1lAPPJLcwVzg4BtrzEEHbdMEXf7seQlVMSdxVtFWX83CJV3ZPOGQvq79c6vs0T3TdOk5xW2wwLxlpTOd0zpMs7BaFpSdN88Sbq1YCKJY4J9L1DeOqFdX7MDSbPrqdQO0FgbN6El3VKnY2k36sC49UhRiXbD7L51knhd6i9UBepVNTp+bcYe8pv5iXsUw//XUeJRmqB01RLVX53DJlvKoNGrGHj3hM1TbS42AXSNLlG6ZjH3JMqex32K7ndN2ojBrquzKFje6CR3yn7iQej/FxN5HuCWWqxxZdVCPu5VdN46RdzrnHllMiV9VYOwM7EPbUykAeh91wldBrE0JQrCNy0QXuh4EmVl6iOK8jtmdUA8p28SKErXLiCX+rxCpRB3p4TXzJBWcxyYAJDRtQukFzpOGgqM91H1bSe9wI02BPyblonPbb580RiF4FcXEI/naAEbvnmReLPPPwDidYK6bil3wc7+SSOFvHFF84/CLiXeIARv0AHx7HpTmZvzG2o0RsiV4NV2bwX4hbqkpmnKPffcw/nnn8/111/PmjVruPrqq/nqV79qv9m5cyeNRoMdO3bYZxdeeCGbNm3i0UcfBeDRRx/lsssu88xJ119/PXNzczz99NMt267VaszNzXk/BqJDASv3DNj4R+YGbtAQlu4ZIHohz71rINgXMX/vUJ70Bk2gQV2o3dtPdDiwz0zRcF9E/YFeq6WDJp6gJqx8Y4BwImfghrDTgxXi7/ZkZbBaRbgsLHx9mPBEczKOtKEIni5bxmI19SPTLPyvkGi6RQIgIFpK/YtCShEuwdI3BymdzLRUw0gLO5388osinIPZbwwTOqmDJQBZP6IPD+2XWBxEs7D4wBDhkmZEVmiKWK3e4ibbNYTHFUsPaU8NlI7nL2sGULEw//AA6oVCbudQERwLWXhIa9b5jhBULMx9dxB1uHCwKaCWUxo7O7Qm2N9DesV50N2JbFvH/KXnEwdlm+jdljkQUn++ooVIKqhDx1F7DhGspMw9PEQwGdhvzb/J3gpLP+5t8k8PluHEd0cJZhTFlVvb28HSkz1epjdRinAZph4Z1gHxIA81AizNVqntdswyWclwEeYe7ydcoom5IFCazunP/ASLipNPDNo4YGY+vZDlbiVAsAILT/cSrJDTTcaT5GhE0ijgBgiWYO7ZXlQ9+9go5Sk0DlZpTBcOl5Uus7K3U2dlc8ajUqF+tEo6ndOH2YmUdx0h+PwEqm7ucZgPhMZEBZn1Yx+BghVYOdZhacoqaUAyFcFi4X6HgGpAMlvy6jLKQDIXQU01mcAkUSRLPn3q3YUgtcx1voB2lYh2kMzku5tXooivF73QmsEvVCgcP36chYUF7rzzTm644Qbuu+8+brnlFm699VYeeughAMbHxymXy/T393tlR0dHGR8ft9+4AsG8N+9awR133EFfX5/92bhxo34hQjBfI1xsZaBTlOYFlSg72QaCus5FTMYg3dAOpTmdbq8IQU10wC0H95LFMYpmdd7U4q1SU8a70JaVCWfFeq54TD6FcMmPv0KQ5RtYv47A8Xh0F38wPa+1YEV2IzjVgeImxQqlJgzVG5rhGXdd0WOPTuhUla7vfCswW+ygroPYBXHOvPRuxk/TyfyyNhPNLhDUoDQBbiIg08XScWzE1RxxWpiWxvH6C9qUUH74EOFkIWZOFJKev4mgM0/RShRqZlaKKB8v0XE09ReZgrARkJ6/2SauoVKGqhbUpUPaHCluh4FoRnQAM9PdbKEGDSHaH2gTZuGiYjSlvDJ2DhpCaV+gTVGB0oEZpzNFaCkgmsAqAAYHQUMo7Qm1Oa6w81FAaSF/YO6fqJoQ7o4ys2fe5+IZk921Kh1EL3o60mk0jWknqzqaUDpCKODekg9XhODJsocDc84W7g8JJpz2suOeaEEInyxZc5jpN0CwOyI8kpdRxhQ1MkjSMUYQG6UN+2/4TER0rMColXYZVjsrBA3ndncmhMOnSk1lUNplOPhx2Uu/qkS0Se0fK9mcOv1G03Two4rHW8w8hT8q6yCQyl+n4bEAHuvQZjczP+g1FTxaoXTCaeA04Re+UwB4xzvewZ/+6Z/yqle9in/37/4db3/72/mbv/mbX2RTTfDRj36U2dlZ+3Po0CEA1MRJgif3olYajlbtl9WhZilI7lwt9G74ZpfLWiI5S8+Xp4N06pAC4bpbVMP03TsUZFp7FveolWbnvlcimRuoc0BaSJoinVV9UIeg9h4iODCe9TUXetYM4QmhTDgen9b2e0dInUr7cE0a/nO8cXp1dFWR8zdCT1e28Mj610JoFddiUz7nvD115DjB0UmdE8AZm1pYJnjqeVhaseMywsp+k7ReUUopfXCsQEYHsuT1q2zTFfZdy3G4PKLYnLOzc8075jOVCnRU9A8t6mihNYKjxRebUzlNuYxbt5W11wInLbVUZ9eh/26NH3HG74VdadX/TG7afAjO8syD/uG3Y77p7dKH6YXESd437q7D7YPBW7HupsHkP55QzOqw9On1m2wH4lST8aqmwL6t8Gt+NTqFadu0cwbwCxUKw8PDRFHExRdf7D2/6KKLOHjwIABjY2PU63VmZma8byYmJhgbG7PfTExMNL0371pBpVKht7fX+wH04eqmLCdrpjXl23dnZbUILWts39rclMXtiQuajFvIMQu4WppHWAWiE3wiaWKyqukX/Wt2Nd+9Ad0Uk6ZoQsrCHitR0FG1TMRqp25/DTMol5DNo7BSI9hzWHuOOEwqx1UBFx4TaN4FFTqa/xoGyHC/Zbamf15vhgE/AAAjU0lEQVS8KvcgxwXney8wXQqycZR04yjp1nVe+1IKka4qhFm47TQlODCuYwlJC5w67UrxmbegC8MU7Hy448gFI56pxRtTAQ+0+IxSpMdR7GrQbH605QVcU5bRNN3KjVOAG1RQAgWhX2dOE9iQCzaAm0vTbrwgEWsSsYexhTO3VcHpk5srOb9h3vx98XcbOoT876LFoDiPer4c4Vyke9N95dSnTFvZ7sve72ilHBbqc5UAB6/uWFqeF3iCuJl2TgW/UKFQLpd57Wtfy+7du73nzz33HJs3bwbgqquuolQq8cADD9j3u3fv5uDBg2zfvh2A7du389Of/pTjx4/bb+6//356e3ubBM6LQrVMunYYiXy3P/OLDQttcjZnoA9+RZs2XG1E4UxMYSZcZupoWK5wcWOeu/0R9/eiptsisqJk/8ufq3zBOlqdJxjchbRxDenYkO2jr40qv5xSSGeV9OKtyIY1Tl2FkNkuNTWyK77m9rYVOHlAPP1djJpbwoMiU3T/NGMu4tAM0ey2UvN3Vke1jJy7HjoKtulqBTlvU35JqRGjjp/0QzNbTa+Ay9X6bPvZuo+mf+6cWsZIoUxB+7YMoAXTa9IgzYtCv009Ap7AUMU6CvW737X8xNlh5XO9ej22n876cqOS6jpbNFQQtspTxvR7zyOpWM6st8JOWglIE2J9weBFSXXra9qdtjhncJxPigqHN+yCclPcWasiHbph3MEr05KWXgTOWCgsLCywa9cudu3aBcD+/fvZtWuX3Ql85CMf4Qtf+AL//b//d/bu3ct//a//la9//ev88R//MQB9fX184AMf4EMf+hAPPvggO3fu5Hd/93fZvn07r3/96wF461vfysUXX8xv//Zv85Of/IRvfetb/Pt//++57bbbqFQqLfu1Kgg0xqBxTS3LNZszZolA/coSjXWGseUT29gopNes2FN9stdpSZG8cYV42Lf/CtDYKqSv1W56+Y5ExxcKrl0kHtIL1DtoXJuQXl7HaP+GeNIyJG+s+R4cphuREG9LPSJRIiQdivSaFRq9yhNEBnTuYl87SaqK9Oq6zrlsHrcinkAhgz1Qikg6Fek1NR1Ez2g4xUWYJJhdghKIexXJ1fU8rgtGWwpIu5xbo46MiQchudIJiGc0plDRuCShscbvoihIBoXkikaWO0NZrVxCRXx5rL11Cus+XiNwZU3jqlImveJc0pF+0rIivbKRlzELX2lPEbmi3sS00kjBq2s6iB74uN4opBfG+RxkA03LCrmqRtLVPNfphpR0W2xjdbkurMnlDS+QoeUp3XlAPLPrE6VThcYXxyQVJ8iiw08aPQ7Dy54nHbqMCaJ3KtOJjVcUCY3zUlvGxzV5QDyjRSsduC0+J9H5qN2ItALxWiHtb6ZJXSbV69gpI9n8JANu5/TrtKKD6BGgzYJOtY0x7Qbeqp3GhlyAuuvXBtHztheQVrQHUo4brFbfGFFZXnZfiiedivqwHzRTCRAoGkM6MF9xbSYdKk+/6yqDQGNA5XNwevIA+DmEwuOPP86VV17JlVdeCcCHPvQhrrzySv78z/8cgFtuuYW/+Zu/4ROf+ASXXXYZ/+N//A++9KUv8cY3vtHW8elPf5q3v/3tvOtd7+Laa69lbGyML3/5y/Z9GIbcfffdhGHI9u3b+Zf/8l/yvve9j49//ONn2l0EQdXRXgVgtVbjR53MRtAINBNxyqk6pIuhY9fOiUJWAh0uyXXvBFQDpBZ4QiTrBOlKkHkv+PkHrBeoMn7duRZtF7kNz+ztY/NdiNuPwI29XxBA7q7TtB+B6kwyxu5oMkXTEM4uI4CgM/G2xE326UrZsfEDAUT9jdyWazoThaRdvqC3C6gM4ZATBEx0PCVREK2pQ1faXK4qlEdrXuA9IxhKa2pIR/PqUN0pldGV3ARRjjDmwdJoDam2KNOVUh6qeXNs8NmxYQnpRB/qOzdiVX9MaU0t1yyzsmkJerYtkHZI0y4gGqlTWp8pGo6NWErQfd48aYdDh9k/5a4G0bo6roapUiGtQucl8zq6rdHKHaFlBVn2tyhF2iX0Xj6jA+K9yO7HlEu6FL2vOakVDUuLGkrblolsQLwceUmvMHTNJGkHHg4kUHReMU9lU8FBQEEyIIy88ThJh8qjnSogUHS/ZpbwnJr3vQKS4ZT+aydJK846FEhDRdfVM6gt9eIyIx1J6X/zCdIyHk2nkaLyhnlks+/mrBDSsYTet0z5ipjS9NF53cksUJ3yyiQbEzp+ZYY08nEmIXT92jTx5qT5nO6cBj1vmcoUXuyY0rKi68Zp4vVO+JjThDO+vHbdddfxYuGS3v/+9/P+979/1ffVapXPfOYzfOYzn1n1m82bN3PvvfeeafeaQKGIpgQmw4yRZpdO0BpJuLNMiHhaGOg0d+r5BFWvkTq3gIOGoHYahudrGtFhhSxEms4U1marBHisSkSzphWMh7CrZPtmiDSoCzxSdQ45HSKJFaV9IVLNk96IUgQ1UA9lqflUriUaCGuC2Bj3WnWK5gV5sJMQ8vwNyuuiFRigGUW4BPKdLkLrS64oHiBKqLIc1brOaFZI7+/WuWZVPh6VCoHrkqoMjhSlcUGOd1nvJLX/mL5geMlW5OFOSokvFERBeFQRH+t2BGNWbSKkD3brIHpeISF4IWLlhT7nkFnjL6wL8f09RAWPIIBgX0h9X+ax5KA5XBGW7h4kErR7bqWkL0QKqKfLxKGWivmFQwiXYO4rw3nfnC4mP+lAxruaGHg0Lyx9ZZBS0XQC1I5XkcfzrZ+hq2gWVr4yqPM9F8ajBKpHBRnwE7NE07Dw5RGiRqHMKVhANCssfGlYl7F9yBjs4x3EiyUUDXIagGgKpv9hzL9Ylwmz5Qf7CPfM64B4bjvHFZP/sFanDCXPzyEIi98aIFjM7zYYs1B0TDH3pTXaDVoymkd76yx/Y4CgkTSNLTqiywQ10a64WRZAEmh8q9cbp2krPBQy/7Xh3OMwm7+gIazcM5CN0y8X7QuoHe4nqov9HkDFwtI9g0QrWe3ucnmuxMLxbsLscqN5FdRh8Z5BIuN16e50XwTO+thHNvS09QpymKyj5TXbPoVg7xGo11FXng8q0CaU7KDIbu9crQL0rWCFwyxtheSEWyAik5TECCvzPs0vu2nbvcM0DNMT7FlIK0+gptDe2Q1QExkyr9CMoNkOrBL0wbaynxTsmlngMbeckAmEPHest3NANQli257kfXITtchwH9Q6QQVNW/+8HNk23R2/UclbcDLDfA6fAARZvyZHBeS0sUpb+RmRk8DJufnqEogdi6PBGwcBuzsKCsKslW3cvHP85pvs7IlYE5ppy5YBqDWa8i2rbBxePQKqURx8oT23g6kQHD6OGujR4S8Ch+5N+8XxZHgLWygHSjJXblcZN/Mr2gXZKBlGmTFl/FhHuQAKankbLq2HdYG4qQgqydqJY4Kn9+twNiMDKIRwuYgL/XeQCMGC8875JlxqnlCjpEYtXOdVmkU2aCHMg4YQzGdz7fIEEUqz+ThUKi+qzBs464WCBeX+kt+WBIXCSchtv1Kk29bpsAZRFqxckS3+rI7CgjVM0wgOXW+2IJJUR0IsgIC9+g4+Q3CFhT8Gt3DenrFZ5i9aeRw4ph7L5F18mLoLgsswt8IlKiWCWlgieHq/F0LDCLHcBbgY2mF1AnV3U17Gqr5uU1XODFcB7wCefLG0WsDaoB5bxm6ZhSNw/Q66ffDvajTtspxuiFJZCHb9IPf08rra1EnPk8rtjsrbM/7pbknv0NZFx+wiwc9e0Lkj3OxsOH1zwj3rPvjCxQfnBv3Csr7lvbBMetHmTCg2C3C3HMb1Vbm4dNZBEadZ2eK5iElB2pS6NsNF5jhk6251678JHLdcwkDHvOqo+BEIsv7kZZxHzqS4Zj6jAOb988NhmDmQQOU02ErRN2NyD5tNu6a+AIpegKeCs14oWL9qs8hFLJLMziFnpAVNpafT/g6mfIZk8YnYa7NobkgSgqf2IyN9yLqRprMIK+Gba7K/aeJwwFuskhOGuzNZjXFm33qHWaaU3QEVVE+z08mHbhkdHVXSDWugqyNHVSHDXB6AUF6EwVjFzwPbpo+WZnAXRZEBrMbgFciWsaxPfkfcsTZ3ssgYcmHSSoC790/MAIuMqVVbxVSOudDMJ1hJC7S4AimLc6UAOqs6OF9n1UvhaT62ob5VPhce7ppkej6vqqcTuWhLFgzRnf/CHNqxGTz443GrbjXd1lQU5OuwSXly+bSza7c7Osdc6OHL6bN7t0RJYONygRFm2TtPcIsVQG6btNiFe21ZnOQDb/I6bOV+ausvvMpZg1Z4TqVFOXD2Z15bXCbuUtSHlD0YtVv/UFEfUaRRSrDvKGpmQT9XEHcoGpnXiTXdiECSEA/qbFkC3gFr0qlo9OfLxxCCBAH1bT2k/U7Kq+yjpIKTphN7PiCB0s+zA1OPOAKst5BKBVVPMKYHk5pPt184AM6IrHjbV3srYTlAEyEGOXVLoLQ3RI+yRC/lENm4xo8H38SUsd41ntB0GZ7bptIHeSauTXEnk1QVaQuVJo0g7mxeOEqEuFNp7yBP3ukYWHFX0PIwLulQOiVrQVikJZV7/hQg7nT82N2+lZTjfZX3y9CboQG/TJaa1WHwhn6T7FpCLnwzXIdZGYcpGZwnVaXna8MaL8hhXnc+XypjujqNa7Ett5wTy0lBOtJP0ltuGotVqIqKS/a7RDnO/EtcZAmb8n6af6UYtSRbQ2no49K/D6K859axI2zhMGFQb3a8Lj7FETDufQ/j+eem8pVcYcjvFTULWk03Dl4E/5fi7t90y3FpNndePBd4QE4nPwz/DIRCcPgEyWiCesOSTftoJiQNofTmeeLRBDW/aGO7K4F0Q0J0zQIgNv1mcHQSnn2evisPkw4nPm8Bkq0JwRuWwNpy9WJJOwLC3+ukfm537vFgiGtjg+D1Sz6xoRd89YaTxAM0MZegJKSX1bUH1cSUTjnZiIn7FB03n2x2h8wg7shvOxvCjfuh651TOq+zpv4mbcTVwiSARj9U33GSuBN7kNxscxfvWTIkdN96gqQ7NxlIoHQ+385mRqNEB8Qr//pMEyNNQ0XphjmS85pj8SdbU6o3nSQp+zuVNFJU3zZDvLn5IDE5J6bjbSd18MPACGbtwtv9jkmSjYUbbALJBTGlt855+aVFKeIORdetUzTWFxEC6tUrVH5lzlMAQAvL7n8xSWOoWZMOrlomeNNik3CPexU97zqR5/A2L4DO0SXC1y/lzC97HQ8pBt49TtLjzK+jyS5vCJyLYPpFPCgM/MZEa4FuB+7PdTwAXbdOZrnCc5yJAvXaFaKu3PvI4CAezMp050oAZPS2YYFg+qSHZ1GKxpim3aTDOTvJlIzwukWSi3yvIFHaJbb0tlnrFWRNvqFCrlsiPi/1dxhAvA6iG+e067DzLi0poh0L2i3WVSiUpt3gLQtN+cd1mXmSTWnTTqqxSQfEM0E4zRpNSwq5boX6ukz5d8rFm1PUm3RAPG8zFynUdYvEI2Y305wTejU4681H6bZ1lJ8XkvFOgobk0l70IU1yTw/lmpBeso3gmRdgahaAaH9AeqRbe2pk2o30dKKWayx/co7ScAQbRu1EKCDaEyKTnahY8p2w0gdojXt7KS1pYeRNzYEyfLdTHwxa+6sQrihqX+8nWtQE6ypVaUMR/LQMSpCuThiOkVJINAfLXx/Q8ZeM9uLws3BZ7EU4oyGFs7B49xCRE0eoyNABb9FFs7By70B+KNbyhhEab1lAwXAa5r85TLREdtidMaYUouXWxBodU6x8p59S5o1h+ZhA7Xs9KOfOm0Jn6wyOhCzPZGWyfivRMWeWH+ojnC+qr4rgQMTSZD9R7Iwf7QE2/+0hwlkFknqNqf0RtWM9lGLfBBGuCPMPDBKedFT6DJJnqyT7AyJzITJDcrAM8w8MEc004yDe3YHMdxLZ7aduP1yEuYeGCOdzM4ox9yxPd9B4poMokdy0IRDOClMPjxAutzA3CJSnBFVxG4JwXjH96DDBCjQJAw+POa7DBZjfOaDDsTt9VgLxwSpBPURl6V+NkAkWFfO7+vNDYFya6yQe6yXanwmGjH6DuSzwXr2wkxahfqCKmqw7den2g+kG6ZdPECwIaqDP7rARITlYgZN4tK8E1IKidqCDwHMI0Apf/WgV5gKKZ3BqERoTFQLJ8WKU0cZEGZYCmhZZTRGfLBMoRWD4RCZskrkQVTN9csrVFemiCSOen1OJQLoc2oNzJZnn4WnAWS8UJFSEu/YRjA0hY0O5FpQReFhDU0wUeoduKoYwyRkLAD2dpD2dqOOd0N3RdAAWNIAsCqjdtmWEUMoWLyKeghA0BDGTbSYtI1LrPWC0SnvYm3lDdID0diC9nZpQUiGaVXbbb+sy1Th2RTeuSmnKHLDmLq6tzC8AgkIlEJ3MOpZjuhn5qcGDDjpYOp6tKDOOLKBeMbaQoPsV1oTwBBaPti+pUJrC8yayZZYzjxD8ckp0wLFWtzrzMgVBkpVpFf4gXBLUYjYcxHZACZTHs7oKTUVz6BzQpntZO0EiBEcwlfllToJUcqZmygWxEBxSNsQ364ZzGbQC0SR67oPMKwWd+yHYnzMjIac5lY2Jso/roCYE+wJvZ9PcT6Pd6zEHdSF4LvDNIGY84+QB8Vx8rgjsDpFmN0BKRwKCOL+JbuRpuAj8LMKkD5UoRKEdQEp7A1h21nPGKKNnJggOz6KiBdIrztUxtjKaKO1p0WfREX55KtL0lt2H0OsNwqdN+Byvy5SmQE5GVhi4zinqJ+VmE43o4I9yIrJrUDuo6DLBzlLTOgCIjiqYKYNzVicq4yuPVew9QVG+OetUcNabj4hCnfDFZAErYlVah5nWkG+ZvUPCNQNIV7X50Cg7xLYeNwrf1ujaGcX7x/uGzL7khawwZxq2awV3Q6vgiX2mY/y7GpRv6slNQrk6aW9tekRuBJqjpSinfJj1uRXNWRtoCxwb22vBTt00Tc08pHlz8iL07poJiv1r6pbxQoIms4DpiHvo7R78umNpefvXW9j5vOWXr1oPxDWnWDdfgOWaTv7jHRirXJFwmIIZjx+qoSj98UKy2GFmThkv6q3jCg+X9FSLOSvQRFHweeMu6h/uXEzOEDz9vE6DKTSfC5h+hUoHXCxH0NupM6u59KeKPcLix7i15311xqgK8+bQgxmDEm/im4fvKC9ena4ykiSw0HyJz/5qhYm7pnPlo+19lIESnZITyA+MQ2UzIllX1NWYQ3bzWT/A26K14nPgBLwyROQyYaW1bXI61B9kl2JyIsiJqMkeaMqmRgjlxGTXikLfzVg1GJqVIrpsal9kfShQbJH4bHuy6mGx7bNdIE6gugwXxUtm9sAtcHYtWZtGQ7RCosXY7AFv026noOq3AHufwmzBPfdep3hxwTr4ao6Q644rnyDbE5W3e+rOuXVqYSIK6O0kfdV5UC4hRyZ9WSr5DlCXUnj2/yKj9gSJ0Wrw+tbqAL34wM6nm0vBfOIdz7gCNL985iocLVGROTvYpisl6KrqTHrZRsi4/+Y9zFw81w4hQ71IuaQjCqcOXUG+63PHm33g7iBxlKPmDq6Cl1bRBQrLzLYRp5aGTYZCdeQEamLaZjR08dEUKr7eQB2d1N9WSrSK6bQanLVCwVzUSJaWtHcO+ATuMVrN5NK4hpIGktSQpUXNGKJMgLTKN6BA1ZYR0Vk+ZHkJCTPCyjR9E/ba07zTlDjJ2mrUYGYOef4wMtyPGuzNK8+6awhdxTVSaSBpAMtLENe9eCyelp9pkypOSNN61taKTsmXChIFuRZm/hegt8gKqK9kbYEsL0IjdJh83jfI8aJqDSRtgCRIbRkWFyxz11hxFlyg8SpA2tC4AJC0BosLBY0v01iL2o4IcZrhsV6DxUWvX0Y7EnwtNKktkUoDJEWWlyBp5PiSnHbcsNEqTkglw2N9BRbm7ULLyUpyxptBbGgqVbp/kTmgytvzcCggtQaS1nX/VpZgseLVac0RWcNKQBp1VGzmTOPCjscIBsfzzCquyyuafkU0LkqBo2Tk+HNxL4AkzpzF2Xop7Iq1suFoKgBJmuExRhrLds7MGnT7nLtYK2isWNqXxQVt7s06o0KQsQHUiqtFC2mtkY1N41GW8st6aim7Ue2ua6UQSfP1ktSQxQVv7YpZJw4fAWBlKeMD6DkLMzxbk6+DB5XTSJo6fGBhIetDtk4Kd0jo74BoCOJGRr8BsrQEccPjTRLoNKvq0FGkEkJPh/bIWsnyoL/Ibk/J6V5ze4XB888/zznnnPNSd6MNbWhDG15WcOjQITZs2LDq+7N2pzA4OAjAwYMH6evre4l784uFubk5Nm7cyKFDh2zeiLMF2mN7ZUJ7bC9/EBHm5+dZt27dKb87a4VCkF3U6Ovre0VP5KnATSZ0tkF7bK9MaI/t5Q2noyCf/d5HbWhDG9rQhtOGtlBoQxva0IY2WDhrhUKlUuFjH/vYmWdqewVAe2yvTGiP7ZUJZ/PYWsFZ633Uhja0oQ1tOHM4a3cKbWhDG9rQhjOHtlBoQxva0IY2WGgLhTa0oQ1taIOFtlBoQxva0IY2WGgLhTa0oQ1taIOFs1YofOYzn2HLli1Uq1WuvvpqfvSjH73UXTol3HHHHbz2ta+lp6eHNWvW8M53vpPdu3d731x33XUopbyfP/zDP/S+OXjwIDfddBOdnZ2sWbOGj3zkI8Sxn4Hqnxr+43/8j039vvDCC+37lZUVbrvtNoaGhuju7uZd73oXExMTXh0vx3EBbNmypWlsSiluu+024JU1Zw8//DC//uu/zrp161BK8dWvftV7LyL8+Z//OWvXrqWjo4MdO3awZ88e75vp6Wne+9730tvbS39/Px/4wAdYWFjwvnnyySd505veRLVaZePGjXziE5/4ZQ/tlGNrNBrcfvvtXHbZZXR1dbFu3Tre9773cfToUa+OVnN95513vuRj+4WDnIVw1113Sblclv/5P/+nPP300/L7v//70t/fLxMTEy9111aF66+/Xj772c/KU089Jbt27ZK3ve1tsmnTJllYWLDfvPnNb5bf//3fl2PHjtmf2dlZ+z6OY7n00ktlx44d8sQTT8i9994rw8PD8tGPfvSlGJKFj33sY3LJJZd4/T5x4oR9/4d/+IeyceNGeeCBB+Txxx+X17/+9fKGN7zBvn+5jktE5Pjx49647r//fgHkwQcfFJFX1pzde++98md/9mfy5S9/WQD5yle+4r2/8847pa+vT7761a/KT37yE7n55ptl69atsry8bL+54YYb5IorrpDHHntMvve978m5554r73nPe+z72dlZGR0dlfe+973y1FNPyec//3np6OiQ//bf/ttLNraZmRnZsWOHfOELX5Bnn31WHn30UXnd614nV111lVfH5s2b5eMf/7g3l+76fKnG9ouGs1IovO51r5PbbrvN/p0kiaxbt07uuOOOl7BXZwbHj+s0ZQ899JB99uY3v1n+5E/+ZNUy9957rwRBIOPj4/bZX//1X0tvb6/UarVfZndPCR/72MfkiiuuaPluZmZGSqWSfPGLX7TPfvaznwkgjz76qIi8fMfVCv7kT/5EzjnnHEnTVEReuXNWZJxpmsrY2Jh88pOftM9mZmakUqnI5z//eREReeaZZwSQH//4x/abb3zjG6KUkiNHjoiIyF/91V/JwMCAN7bbb79dLrjggl/yiHJoJfCK8KMf/UgAOXDggH22efNm+fSnP71qmZfD2H4RcNaZj+r1Ojt37mTHjh32WRAE7Nixg0cfffQl7NmZwezsLJBHezXw93//9wwPD3PppZfy0Y9+lKWlPFHxo48+ymWXXcbo6Kh9dv311zM3N8fTTz/9T9PxVWDPnj2sW7eObdu28d73vpeDBw8CsHPnThqNhjdfF154IZs2bbLz9XIelwv1ep3Pfe5zvP/970c5eR9eqXPmwv79+xkfH/fmqa+vj6uvvtqbp/7+fl7zmtfYb3bs2EEQBPzwhz+031x77bWUy3l6zeuvv57du3dz8uTJf6LRvDjMzs6ilKK/v997fueddzI0NMSVV17JJz/5Sc/M90oZ24vBWRcldXJykiRJvEUGMDo6yrPPPvsS9erMIE1T/u2//bdcc801XHrppfb5b/3Wb7F582bWrVvHk08+ye23387u3bv58pe/DMD4+HjLcZt3LxVcffXV/N3f/R0XXHABx44d4y/+4i9405vexFNPPcX4+Djlcrlp8Y2Ojto+v1zHVYSvfvWrzMzM8K/+1b+yz16pc1YE05dWfXXnac2aNd77KIoYHBz0vtm6dWtTHebdwMDAL6X/ZwIrKyvcfvvtvOc97/Giov6bf/NvePWrX83g4CCPPPIIH/3oRzl27Bif+tSngFfG2E4HzjqhcDbAbbfdxlNPPcX3v/997/kf/MEf2N8vu+wy1q5dy1ve8hb27dv3sk4odOONN9rfL7/8cq6++mo2b97MP/zDP9DR0fES9uwXC3/7t3/LjTfe6MWrf6XO2T9XaDQa/OZv/iYiwl//9V977z70oQ/Z3y+//HLK5TL/+l//a+64446zKi7SWWc+Gh4eJgzDJu+ViYkJxsbGXqJenT588IMf5O677+bBBx88ZXYk0Bo4wN69ewEYGxtrOW7z7uUC/f39nH/++ezdu5exsTHq9TozMzPeN+58vRLGdeDAAb797W/ze7/3e6f87pU6Z6Yvp1pXY2NjHD9+3HsfxzHT09OviLk0AuHAgQPcf//9L5o74eqrryaOY1544QXg5T22M4GzTiiUy2WuuuoqHnjgAfssTVMeeOABtm/f/hL27NQgInzwgx/kK1/5Ct/5zneatqGtYNeuXQCsXbsWgO3bt/PTn/7UW5iGuC+++OJfSr9/HlhYWGDfvn2sXbuWq666ilKp5M3X7t27OXjwoJ2vV8K4PvvZz7JmzRpuuummU373Sp2zrVu3MjY25s3T3NwcP/zhD715mpmZYefOnfab73znO6RpaoXh9u3befjhh2k0Gvab+++/nwsuuOAlNa8YgbBnzx6+/e1vMzQ09KJldu3aRRAE1mT2ch3bGcNLfdL9y4C77rpLKpWK/N3f/Z0888wz8gd/8AfS39/veXi83OCP/uiPpK+vT7773e96Lm9LS0siIrJ37175+Mc/Lo8//rjs379fvva1r8m2bdvk2muvtXUY98a3vvWtsmvXLvnmN78pIyMjL7nr5oc//GH57ne/K/v375cf/OAHsmPHDhkeHpbjx4+LiHZJ3bRpk3znO9+Rxx9/XLZv3y7bt2+35V+u4zKQJIls2rRJbr/9du/5K23O5ufn5YknnpAnnnhCAPnUpz4lTzzxhPXAufPOO6W/v1++9rWvyZNPPinveMc7WrqkXnnllfLDH/5Qvv/978t5553nuaTOzMzI6Oio/PZv/7Y89dRTctddd0lnZ+cv3W3zVGOr1+ty8803y4YNG2TXrl3e+jOeRI888oh8+tOfll27dsm+ffvkc5/7nIyMjMj73ve+l3xsv2g4K4WCiMh/+S//RTZt2iTlclle97rXyWOPPfZSd+mUALT8+exnPysiIgcPHpRrr71WBgcHpVKpyLnnnisf+chHPJ93EZEXXnhBbrzxRuno6JDh4WH58Ic/LI1G4yUYUQ7vfve7Ze3atVIul2X9+vXy7ne/W/bu3WvfLy8vyx//8R/LwMCAdHZ2yi233CLHjh3z6ng5jsvAt771LQFk9+7d3vNX2pw9+OCDLWnwd37nd0REu6X+h//wH2R0dFQqlYq85S1vaRrz1NSUvOc975Hu7m7p7e2V3/3d35X5+Xnvm5/85Cfyxje+USqViqxfv17uvPPOl3Rs+/fvX3X9mfsmO3fulKuvvlr6+vqkWq3KRRddJH/5l38pKysrL/nYftHQzqfQhja0oQ1tsHDWnSm0oQ1taEMbfn5oC4U2tKENbWiDhbZQaEMb2tCGNlhoC4U2tKENbWiDhbZQaEMb2tCGNlhoC4U2tKENbWiDhbZQaEMb2tCGNlhoC4U2tKENbWiDhbZQaEMb2tCGNlhoC4U2tKENbWiDhbZQaEMb2tCGNlj4/wE9jNCuDKN55AAAAABJRU5ErkJggg==", "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);" ] }, { "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", "[(1654.0203494802117, 543.2967646121979), (1653.860707461834, 572.632426738739), (1654.0079680169001, 602.0116004366428), (1653.9277606010437, 631.5105589032173), (1653.9870535470545, 660.6853360831738), (1654.0375843159854, 690.2888991236687), (1653.972220018506, 719.5187179148197), (1654.1173539236188, 748.7065740525723), (1654.2488784492016, 778.2005404531956), (1654.216907158494, 807.5199519693851)]\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\");" ] }, { "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 (124.69245848059654, 16.476630687713623, 1) Y:4 (Δ=0.052) X:0 (Δ=0.007)\n", "peak id: 1 (124.74490785598755, 45.5625721514225, 1) Y:4 (Δ=0.054) X:1 (Δ=0.010)\n", "peak id: 2 (124.81674040853977, 75.133620262146, 1) Y:4 (Δ=0.056) X:2 (Δ=0.030)\n", "peak id: 3 (124.75223885476589, 104.64793801307678, 1) Y:4 (Δ=0.054) X:3 (Δ=0.048)\n", "peak id: 4 (124.84565204381943, 133.79748472571373, 1) Y:4 (Δ=0.057) X:4 (Δ=0.053)\n", "peak id: 5 (124.85729224979877, 163.30601540207863, 1) Y:4 (Δ=0.058) X:5 (Δ=0.070)\n", "peak id: 6 (124.8999103307724, 192.57832247018814, 1) Y:4 (Δ=0.059) X:6 (Δ=0.080)\n", "peak id: 7 (124.96431520953774, 222.11254385113716, 1) Y:4 (Δ=0.061) X:7 (Δ=0.098)\n", "peak id: 8 (65.94893547147512, 16.45467510819435, 1) Y:2 (Δ=0.026) X:0 (Δ=0.006)\n", "peak id: 9 (65.94483701884747, 45.613368570804596, 1) Y:2 (Δ=0.026) X:1 (Δ=0.012)\n", "peak id: 10 (66.03506868705153, 75.15414215624332, 1) Y:2 (Δ=0.029) X:2 (Δ=0.030)\n", "peak id: 11 (65.89957739412785, 104.3801993727684, 1) Y:2 (Δ=0.025) X:3 (Δ=0.038)\n", "peak id: 12 (66.12287057191133, 133.89461011439562, 1) Y:2 (Δ=0.032) X:4 (Δ=0.056)\n", "peak id: 13 (66.10124520212412, 163.3917499780655, 1) Y:2 (Δ=0.032) X:5 (Δ=0.073)\n", "peak id: 14 (66.10113758593798, 192.66102123260498, 1) Y:2 (Δ=0.032) X:6 (Δ=0.082)\n", "peak id: 15 (66.11095763742924, 222.20659750699997, 1) Y:2 (Δ=0.032) X:7 (Δ=0.101)\n", "peak id: 16 (183.4998989701271, 16.392478436231613, 1) Y:6 (Δ=0.080) X:0 (Δ=0.004)\n", "peak id: 17 (183.50560438632965, 45.46551960706711, 1) Y:6 (Δ=0.080) X:1 (Δ=0.007)\n", "peak id: 18 (183.60742422938347, 75.08415242284536, 1) Y:6 (Δ=0.083) X:2 (Δ=0.028)\n", "peak id: 19 (183.51583003997803, 104.62201929092407, 1) Y:6 (Δ=0.080) X:3 (Δ=0.047)\n", "peak id: 20 (183.66220077872276, 133.73585817217827, 1) Y:6 (Δ=0.085) X:4 (Δ=0.051)\n", "peak id: 21 (183.6555324792862, 163.3083115518093, 1) Y:6 (Δ=0.085) X:5 (Δ=0.070)\n", "peak id: 22 (183.60811904072762, 192.46339762210846, 1) Y:6 (Δ=0.083) X:6 (Δ=0.076)\n", "peak id: 23 (183.7554596364498, 222.06266520917416, 1) Y:6 (Δ=0.089) X:7 (Δ=0.096)\n", "peak id: 24 (154.25518941879272, 16.269793540239334, 1) Y:5 (Δ=0.071) X:0 (Δ=0.000)\n", "peak id: 25 (154.21079713106155, 45.57556250691414, 1) Y:5 (Δ=0.070) X:1 (Δ=0.011)\n", "peak id: 26 (154.28871083259583, 75.04928851872683, 1) Y:5 (Δ=0.072) X:2 (Δ=0.027)\n", "peak id: 27 (154.2160492092371, 104.43665820360184, 1) Y:5 (Δ=0.070) X:3 (Δ=0.040)\n", "peak id: 28 (154.3742390871048, 133.86603190004826, 1) Y:5 (Δ=0.075) X:4 (Δ=0.055)\n", "peak id: 29 (154.35255640745163, 163.24378995597363, 1) Y:5 (Δ=0.075) X:5 (Δ=0.068)\n", "peak id: 30 (154.32582822442055, 192.64246737957, 1) Y:5 (Δ=0.074) X:6 (Δ=0.082)\n", "peak id: 31 (154.46003967523575, 222.0459629110992, 1) Y:5 (Δ=0.078) X:7 (Δ=0.096)\n", "peak id: 32 (7.254908889532089, 163.38282072544098, 1) Y:0 (Δ=0.002) X:5 (Δ=0.073)\n", "peak id: 33 (7.283639132976532, 134.01557774748653, 1) Y:0 (Δ=0.003) X:4 (Δ=0.060)\n", "peak id: 34 (7.198769122362137, 104.56766724586487, 1) Y:0 (Δ=0.000) X:3 (Δ=0.045)\n", "peak id: 35 (7.374693810939789, 222.16684445738792, 1) Y:0 (Δ=0.006) X:7 (Δ=0.100)\n", "peak id: 36 (7.367172479629517, 192.76562055945396, 1) Y:0 (Δ=0.006) X:6 (Δ=0.086)\n", "peak id: 37 (7.290591448545456, 75.19019249081612, 1) Y:0 (Δ=0.004) X:2 (Δ=0.032)\n", "peak id: 38 (7.186804354190826, 16.41273033618927, 1) Y:0 (Δ=0.000) X:0 (Δ=0.005)\n", "peak id: 39 (7.231230393052101, 45.745011150836945, 1) Y:0 (Δ=0.002) X:1 (Δ=0.016)\n", "peak id: 40 (36.49696946144104, 16.50531429052353, 1) Y:1 (Δ=0.011) X:0 (Δ=0.008)\n", "peak id: 41 (36.54493173956871, 45.66864573955536, 1) Y:1 (Δ=0.012) X:1 (Δ=0.014)\n", "peak id: 42 (36.57917180657387, 75.22501930594444, 1) Y:1 (Δ=0.014) X:2 (Δ=0.033)\n", "peak id: 43 (36.485214710235596, 104.38776880502701, 1) Y:1 (Δ=0.010) X:3 (Δ=0.039)\n", "peak id: 44 (36.59589970111847, 133.8930837586522, 1) Y:1 (Δ=0.014) X:4 (Δ=0.056)\n", "peak id: 45 (36.56109261512756, 163.54238694906235, 1) Y:1 (Δ=0.013) X:5 (Δ=0.078)\n", "peak id: 46 (36.629887342453, 192.6334888935089, 1) Y:1 (Δ=0.015) X:6 (Δ=0.082)\n", "peak id: 47 (36.661303013563156, 222.22433692216873, 1) Y:1 (Δ=0.016) X:7 (Δ=0.102)\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, np.float64(7.186804354190826), np.float64(16.269793540239334), 0] cost= 250.36710826038234\n", " message: Optimization terminated successfully\n", " success: True\n", " status: 0\n", " fun: 0.6337541947713209\n", " x: [ 2.940e+01 7.242e+00 1.631e+01 8.769e-04]\n", " nit: 8\n", " jac: [-1.869e-05 -1.401e-06 -1.654e-06 8.872e-04]\n", " nfev: 54\n", " njev: 8\n", "After optimization [2.93980816e+01 7.24220062e+00 1.63128833e+01 8.76927131e-04] cost= 0.6337541947713209\n", "Average displacement (pixels): 0.11490523221798556\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: 0.6337541947713209 for: 29.398081610697137 7.242200618730175 16.312883309429804 0.0008769271305712953\n", "6 suspicious peaks:\n", "[(1654.4202804 , 954.44135761, 46, 56, 32)\n", " (1595.5792897 , 954.49445057, 46, 54, 32)\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", " (1624.68617365, 807.47743243, 46, 55, 27)]\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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", "text/plain": [ "
" ] }, "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 0.6337541947713209\n", "Cost for module # 2 1.814031822061002\n", "Cost for module # 3 1.8508572176994187\n", "Cost for module # 4 4.910326254579454\n", "Cost for module # 5 1.7748774740866387\n", "Cost for module # 6 7.482516259037496\n", "Cost for module # 7 14.4400978631976\n", "Cost for module # 8 5.219968690276457\n", "Cost for module # 9 23.407240717378887\n", "Cost for module # 10 5.689985574520977\n", "Cost for module # 11 4.125573597971913\n", "Cost for module # 12 8.410818913706168\n", "Cost for module # 13 29.85982530143513\n", "Cost for module # 14 12.628456522035522\n", "Cost for module # 15 3.1377123311809743\n", "Cost for module # 16 5.2773138162760445\n", "Cost for module # 17 8.49733717289099\n", "Cost for module # 18 4.653155006091522\n", "Cost for module # 19 6.00709933324187\n", "Cost for module # 20 4.980268365598697\n", "Cost for module # 21 5.136972939719252\n", "Cost for module # 22 5.048726626640957\n", "Cost for module # 23 1.4373095299317542\n", "Cost for module # 24 6.046284271702212\n", "Cost for module # 25 38.25447582907714\n", "Cost for module # 26 19.509800975841234\n", "Cost for module # 27 2.4297058833424154\n", "Cost for module # 28 5.488594438610311\n", "Cost for module # 29 10.76411472537396\n", "Cost for module # 30 14.042156239037032\n", "Cost for module # 31 22.94012693201691\n", "Cost for module # 32 18.49374040134782\n", "Cost for module # 33 12.941766174755195\n", "Cost for module # 34 15.371709138797726\n", "Cost for module # 35 39.66703848788394\n", "Cost for module # 36 37.28281271000964\n", "Cost for module # 37 63.70071752129906\n", "Cost for module # 38 23.549528988821038\n", "Cost for module # 39 34.004297751127815\n", "Cost for module # 40 43.80372187937464\n", "Cost for module # 41 15.505221245176209\n", "Cost for module # 42 8.048824650530944\n", "Cost for module # 43 22.735373267100844\n", "Cost for module # 44 10.796026623230368\n", "Cost for module # 45 41.01969253821742\n", "Cost for module # 46 46.258955662294724\n", "Cost for module # 47 24.54657956881364\n", "Cost for module # 48 34.769591125526674\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": [ "np.float64(778.3950825536389)" ] }, "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 7.24220062e+00 1.63128833e+01 8.76927131e-04\n", " 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n", " 0.00000000e+00 0.00000000e+00] cost= 778.3950825536389\n", " message: Optimization terminated successfully\n", " success: True\n", " status: 0\n", " fun: 27.18427038672949\n", " x: [ 2.941e+01 7.212e+00 ... -9.052e-01 1.878e-03]\n", " nit: 86\n", " jac: [ 7.477e+00 1.054e-01 ... 8.165e-03 -1.322e-03]\n", " nfev: 12930\n", " njev: 86\n", "After optimization [ 2.94082898e+01 7.21157024e+00 1.62771721e+01 8.41891528e-04\n", " -1.52588557e-01 -1.98486490e-01 3.09404311e-04 1.19767491e-01\n", " -2.38783139e-01 9.58042717e-04] cost= 27.18427038672949\n", "CPU times: user 21.6 s, sys: 2.64 ms, total: 21.6 s\n", "Wall time: 21.6 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: -0.153, Δy: -0.198 rot: 0.018°\n", "Module id: 3 cost: 0.650 Δx: 0.120, Δy: -0.239 rot: 0.055°\n", "Module id: 4 cost: 0.613 Δx: 0.280, Δy: -0.226 rot: 0.113°\n", "Module id: 5 cost: 0.566 Δx: -0.087, Δy: -0.466 rot: 0.020°\n", "Module id: 6 cost: 0.666 Δx: 0.300, Δy: -0.641 rot: 0.121°\n", "Module id: 7 cost: 0.696 Δx: -0.599, Δy: 0.078 rot: 0.079°\n", "Module id: 8 cost: 0.341 Δx: -0.433, Δy: -0.132 rot: 0.064°\n", "Module id: 9 cost: 0.566 Δx: -0.705, Δy: -0.411 rot: 0.053°\n", "Module id: 10 cost: 0.661 Δx: -0.219, Δy: -0.452 rot: 0.123°\n", "Module id: 11 cost: 0.616 Δx: 0.225, Δy: -0.263 rot: 0.029°\n", "Module id: 12 cost: 0.495 Δx: 0.328, Δy: -0.170 rot: 0.039°\n", "Module id: 13 cost: 0.763 Δx: -0.685, Δy: -0.565 rot: 0.068°\n", "Module id: 14 cost: 0.353 Δx: -0.514, Δy: -0.577 rot: 0.077°\n", "Module id: 15 cost: 0.645 Δx: -0.295, Δy: -0.329 rot: 0.057°\n", "Module id: 16 cost: 0.492 Δx: -0.027, Δy: -0.550 rot: 0.075°\n", "Module id: 17 cost: 0.440 Δx: -0.308, Δy: -0.759 rot: 0.027°\n", "Module id: 18 cost: 0.779 Δx: -0.044, Δy: -0.679 rot: 0.090°\n", "Module id: 19 cost: 0.748 Δx: -0.482, Δy: -0.221 rot: 0.043°\n", "Module id: 20 cost: 0.423 Δx: -0.221, Δy: -0.486 rot: 0.043°\n", "Module id: 21 cost: 0.520 Δx: -0.427, Δy: -0.405 rot: -0.015°\n", "Module id: 22 cost: 0.676 Δx: -0.247, Δy: -0.547 rot: 0.095°\n", "Module id: 23 cost: 0.503 Δx: -0.180, Δy: -0.284 rot: 0.073°\n", "Module id: 24 cost: 0.822 Δx: 0.112, Δy: -0.406 rot: 0.097°\n", "Module id: 25 cost: 0.575 Δx: -0.741, Δy: -0.786 rot: 0.056°\n", "Module id: 26 cost: 0.320 Δx: -0.400, Δy: -0.869 rot: 0.102°\n", "Module id: 27 cost: 0.642 Δx: -0.092, Δy: -0.223 rot: -0.028°\n", "Module id: 28 cost: 0.599 Δx: 0.048, Δy: -0.255 rot: 0.036°\n", "Module id: 29 cost: 0.498 Δx: -0.102, Δy: -0.842 rot: 0.034°\n", "Module id: 30 cost: 0.830 Δx: 0.161, Δy: -0.633 rot: 0.136°\n", "Module id: 31 cost: 0.687 Δx: -0.557, Δy: -0.698 rot: -0.041°\n", "Module id: 32 cost: 0.422 Δx: -0.679, Δy: -0.799 rot: 0.084°\n", "Module id: 33 cost: 0.616 Δx: -0.170, Δy: -0.679 rot: -0.035°\n", "Module id: 34 cost: 0.393 Δx: -0.040, Δy: -0.802 rot: 0.091°\n", "Module id: 35 cost: 0.447 Δx: -0.207, Δy: -1.286 rot: 0.039°\n", "Module id: 36 cost: 0.587 Δx: -0.055, Δy: -1.295 rot: 0.034°\n", "Module id: 37 cost: 0.603 Δx: -1.027, Δy: -1.032 rot: 0.000°\n", "Module id: 38 cost: 0.295 Δx: -0.934, Δy: -0.887 rot: -0.000°\n", "Module id: 39 cost: 0.558 Δx: -0.583, Δy: -1.038 rot: 0.008°\n", "Module id: 40 cost: 0.498 Δx: -0.260, Δy: -1.270 rot: 0.141°\n", "Module id: 41 cost: 0.468 Δx: -0.177, Δy: -0.924 rot: 0.021°\n", "Module id: 42 cost: 0.569 Δx: -0.219, Δy: -0.814 rot: 0.037°\n", "Module id: 43 cost: 0.633 Δx: -0.833, Δy: -0.650 rot: 0.059°\n", "Module id: 44 cost: 0.413 Δx: -0.630, Δy: -0.753 rot: 0.034°\n", "Module id: 45 cost: 0.671 Δx: -0.546, Δy: -1.159 rot: -0.018°\n", "Module id: 46 cost: 0.542 Δx: -0.381, Δy: -1.338 rot: 0.076°\n", "Module id: 47 cost: 0.537 Δx: -0.091, Δy: -1.002 rot: 0.068°\n", "Module id: 48 cost: 0.593 Δx: 0.239, Δy: -0.905 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 8.46 s, sys: 241 ms, total: 8.7 s\n", "Wall time: 198 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": 45, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "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: 49.318s\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": "3.13.1" } }, "nbformat": 4, "nbformat_minor": 4 }